{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "[\"FP\"](https://www.futureproof.pt/)" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from IPython.display import display\n", "from IPython.display import HTML\n", "import IPython.core.display as di # Example: di.display_html('

%s:

' % str, raw=True)\n", "\n", "# This line will hide code by default when the notebook is exported as HTML\n", "di.display_html('', raw=True)\n", "\n", "# This line will add a button to toggle visibility of code blocks, for use with the HTML export version\n", "di.display_html('''''', raw=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**A Carteira 4Fundos DEF é composta por:**\n", "\n", " * _15% Fidelity Global Cnsmr Inds A-Dis-EUR LU0114721508_\n", " * _15% GS Glb SmCp CORE® Eq E EUR Acc Close LU0245181838_\n", " * _15% M&G Optimal Income Euro A-H Acc GB00B1VMCY93_\n", " * _55% PIMCO GIS Global Bond E Acc EUR H IE00B11XZ103_\n", "\n", "**A Carteira 4Fundos EW é composta por:**\n", "\n", " * _25% Fidelity Global Cnsmr Inds A-Dis-EUR LU0114721508_\n", " * _25% GS Glb SmCp CORE® Eq E EUR Acc Close LU0245181838_\n", " * _25% M&G Optimal Income Euro A-H Acc GB00B1VMCY93_\n", " * _25% PIMCO GIS Global Bond E Acc EUR H IE00B11XZ103_\n", "\n", "**A Carteira 4Fundos AGR é composta por:**\n", "\n", " * _40% Fidelity Global Cnsmr Inds A-Dis-EUR LU0114721508_\n", " * _40% GS Glb SmCp CORE® Eq E EUR Acc Close LU0245181838_\n", " * _10% M&G Optimal Income Euro A-H Acc GB00B1VMCY93_\n", " * _10% PIMCO GIS Global Bond E Acc EUR H IE00B11XZ103_" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ " \n", " " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ " \n", " " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# importing libraries\n", "import matplotlib.pyplot as plt\n", "import plotly.graph_objs as go\n", "import plotly.offline as py\n", "import cufflinks as cf\n", "import seaborn as sns\n", "import pandas as pd\n", "import numpy as np\n", "import quandl\n", "import plotly\n", "import time\n", "\n", "from plotly.offline import download_plotlyjs, init_notebook_mode, plot, iplot\n", "from IPython.display import Markdown, display\n", "from matplotlib.ticker import FuncFormatter\n", "from pandas.core.base import PandasObject\n", "from datetime import datetime\n", "\n", "# Setting pandas dataframe display options\n", "pd.set_option(\"display.max_rows\", 20)\n", "pd.set_option('display.width', 800)\n", "pd.set_option('max_colwidth', 800)\n", "\n", "pd.options.display.float_format = '{:,.2f}'.format\n", "\n", "# Set plotly offline\n", "init_notebook_mode(connected=True)\n", "\n", "# Set matplotlib style\n", "plt.style.use('seaborn')\n", "\n", "# Set cufflinks offline\n", "cf.go_offline()\n", "\n", "# Defining today's Date\n", "from datetime import date\n", "today = date.today()\n", "\n", "#### Functions ####\n", "def compute_growth_rate(dataframe, initial_value=100, initial_cost=0, ending_cost=0):\n", " initial_cost = initial_cost / 100\n", " ending_cost = ending_cost / 100\n", " \n", " GR = ((1 + dataframe.pct_change()).cumprod()) * (initial_value * (1 - initial_cost))\n", " GR.iloc[0] = initial_value * (1 - initial_cost)\n", " GR.iloc[-1] = GR.iloc[-1] * (1 * (1 - ending_cost))\n", " return GR \n", "\n", "def compute_drawdowns(dataframe):\n", " '''\n", " Function to compute drawdowns of a timeseries\n", " given a dataframe of prices\n", " '''\n", " return (dataframe / dataframe.cummax() -1) * 100\n", "\n", "def compute_return(dataframe):\n", " '''\n", " Function to compute drawdowns of a timeseries\n", " given a dataframe of prices\n", " '''\n", " return (dataframe.iloc[-1] / dataframe.iloc[0] -1) * 100\n", " \n", "def compute_max_DD(dataframe):\n", " return compute_drawdowns(dataframe).min()\n", "\n", "def compute_cagr(dataframe, years=0, investment_value=0):\n", " '''\n", " Function to calculate CAGR given a dataframe of prices\n", " '''\n", " years = len(pd.date_range(dataframe.index[0], dataframe.index[-1], freq='D')) / 365\n", " \n", " if investment_value == 0:\n", " return (dataframe.iloc[-1].div(dataframe.iloc[0]).pow(1 / years)).sub(1).mul(100)\n", " else:\n", " return (dataframe.iloc[-1].div(investment_value).pow(1 / years)).sub(1).mul(100)\n", "\n", "def compute_mar(dataframe):\n", " '''\n", " Function to calculate mar: Return Over Maximum Drawdown\n", " given a dataframe of prices\n", " '''\n", " return compute_cagr(dataframe).div(compute_drawdowns(dataframe).min().abs())\n", "\n", "def compute_StdDev(dataframe, freq='days'): \n", " '''\n", " Function to calculate annualized standart deviation\n", " given a dataframe of prices. It takes into account the\n", " frequency of the data.\n", " ''' \n", " if freq == 'days':\n", " return dataframe.pct_change().std().mul((np.sqrt(252))).mul(100)\n", " if freq == 'months':\n", " return dataframe.pct_change().std().mul((np.sqrt(12))).mul(100)\n", "\n", "def compute_sharpe(dataframe, years=0, freq='days'): \n", " '''\n", " Function to calculate the sharpe ratio given a dataframe of prices.\n", " ''' \n", " return compute_cagr(dataframe, years).div(compute_StdDev(dataframe, freq))\n", "\n", "def compute_return(dataframe, investment_value=0):\n", " '''\n", " Function to compute drawdowns of a timeseries\n", " given a dataframe of prices\n", " '''\n", " if investment_value == 0:\n", " return(dataframe.iloc[-1] / dataframe.iloc[0] -1) * 100\n", " else:\n", " return(dataframe.iloc[-1] / investment_value -1) * 100\n", "\n", "def compute_performance_table(dataframe, years='si', freq='days', investment_value=0): \n", " '''\n", " Function to calculate a performance table given a dataframe of prices.\n", " Takes into account the frequency of the data.\n", " ''' \n", " \n", " if years == 'si':\n", " years = len(pd.date_range(dataframe.index[0], dataframe.index[-1], freq='D')) / 365\n", " \n", " df = pd.DataFrame([compute_cagr(dataframe, years, investment_value), compute_StdDev(dataframe, freq),\n", " compute_sharpe(dataframe, years, freq), compute_max_DD(dataframe), compute_mar(dataframe)])\n", " df.index = ['CAGR', 'StdDev', 'Sharpe', 'Max DD', 'MAR']\n", " \n", " df = round(df.transpose(), 2)\n", " \n", " # Colocar percentagens\n", " df['CAGR'] = (df['CAGR'] / 100).apply('{:.2%}'.format)\n", " df['StdDev'] = (df['StdDev'] / 100).apply('{:.2%}'.format)\n", " df['Max DD'] = (df['Max DD'] / 100).apply('{:.2%}'.format)\n", " \n", " # Return object\n", " return df\n", " \n", " else:\n", " df = pd.DataFrame([compute_cagr(dataframe, years, investment_value), compute_StdDev(dataframe, freq),\n", " compute_sharpe(dataframe, years, freq), compute_max_DD(dataframe), compute_mar(dataframe)])\n", " df.index = ['CAGR', 'StdDev', 'Sharpe', 'Max DD', 'MAR']\n", " \n", " df = round(df.transpose(), 2)\n", " \n", " # Colocar percentagens\n", " df['CAGR'] = (df['CAGR'] / 100).apply('{:.2%}'.format)\n", " df['StdDev'] = (df['StdDev'] / 100).apply('{:.2%}'.format)\n", " \n", " # Return object\n", " return df\n", "\n", "def compute_time_period(timestamp_1, timestamp_2):\n", " \n", " year = timestamp_1.year - timestamp_2.year\n", " month = timestamp_1.month - timestamp_2.month\n", " day = timestamp_1.day - timestamp_2.day\n", " \n", " if month < 0:\n", " year = year - 1\n", " month = 12 + month\n", " \n", " if day < 0:\n", " day = - day\n", " \n", " # Returns datetime object in years, month, days\n", " return(str(year) + ' Years ' + str(month) + ' Months ' + str(day) + ' Days')\n", "\n", "def filter_by_date(dataframe, years=0, previous_row=False):\n", " \n", " last_date = dataframe.tail(1).index\n", " year_nr = last_date.year.values[0]\n", " month_nr = last_date.month.values[0]\n", " day_nr = last_date.day.values[0]\n", " \n", " new_date = str(year_nr - years) + '-' + str(month_nr) + '-' + str(day_nr)\n", " \n", " if previous_row == False:\n", " return dataframe.loc[new_date:]\n", " \n", " elif previous_row == True:\n", " return pd.concat([dataframe.loc[:new_date].tail(1), dataframe.loc[new_date:]])\n", " \n", "def get(quotes):\n", "\n", " # resample quotes to business month\n", " monthly_quotes = quotes.resample('BM').last()\n", " \n", " # get monthly returns\n", " returns = monthly_quotes.pct_change()\n", "\n", " # get close / first column if given DataFrame\n", " if isinstance(returns, pd.DataFrame):\n", " returns.columns = map(str.lower, returns.columns)\n", " if len(returns.columns) > 1 and 'close' in returns.columns:\n", " returns = returns['close']\n", " else:\n", " returns = returns[returns.columns[0]]\n", "\n", " # get returnsframe\n", " returns = pd.DataFrame(data={'Retornos': returns})\n", " returns['Ano'] = returns.index.strftime('%Y')\n", " returns['Mês'] = returns.index.strftime('%b')\n", "\n", " # make pivot table\n", " returns = returns.pivot('Ano', 'Mês', 'Retornos').fillna(0)\n", "\n", " # order columns by month\n", " returns = returns[['Jan', 'Feb', 'Mar', 'Apr', 'May', 'Jun', 'Jul', 'Aug', 'Sep', 'Oct', 'Nov', 'Dec']]\n", "\n", " return returns\n", "\n", "def plot(returns,\n", " title=\"Monthly Returns (%)\",\n", " title_color=\"black\",\n", " title_size=12,\n", " annot_size=10,\n", " figsize=None,\n", " cmap='RdYlGn',\n", " cbar=False,\n", " square=False):\n", "\n", " returns = get(returns)\n", " returns *= 100\n", " \n", " if figsize is None:\n", " size = list(plt.gcf().get_size_inches()) \n", " figsize = (size[0], size[0] // 2)\n", " plt.close()\n", "\n", " fig, ax = plt.subplots(figsize=figsize)\n", " ax = sns.heatmap(returns, ax=ax, annot=True,\n", " annot_kws={\"size\": annot_size}, fmt=\"0.2f\", linewidths=0.4, center=0,\n", " square=square, cbar=cbar, cmap=cmap)\n", " ax.set_title(title, fontsize=title_size, color=title_color, fontweight=\"bold\")\n", "\n", " fig.subplots_adjust(hspace=0)\n", " plt.yticks(rotation=0)\n", " plt.show()\n", " plt.close()\n", "\n", "\n", "PandasObject.get_returns_heatmap = get\n", "PandasObject.plot_returns_heatmap = plot\n", "\n", "def calendarize(returns):\n", " \n", " '''\n", " The calendarize function is an slight adaption of ranaroussi's monthly-returns-heatmap \n", " You can find it here: https://github.com/ranaroussi/monthly-returns-heatmap/\n", " \n", " It turns monthly data into a 12 columns(months) and yearly row seaborn heatmap\n", " '''\n", " \n", " # get close / first column if given DataFrame\n", " if isinstance(returns, pd.DataFrame):\n", " returns.columns = map(str.lower, returns.columns)\n", " if len(returns.columns) > 1 and 'close' in returns.columns:\n", " returns = returns['close']\n", " else:\n", " returns = returns[returns.columns[0]]\n", "\n", " # get returnsframe\n", " returns = pd.DataFrame(data={'Retornos': returns})\n", " returns['Ano'] = returns.index.strftime('%Y')\n", " returns['Mês'] = returns.index.strftime('%b')\n", "\n", " # make pivot table\n", " returns = returns.pivot('Ano', 'Mês', 'Retornos').fillna(0)\n", "\n", " # order columns by month\n", " returns = returns[['Jan', 'Feb', 'Mar', 'Apr', 'May', 'Jun', 'Jul', 'Aug', 'Sep', 'Oct', 'Nov', 'Dec']]\n", "\n", " return returns\n", "\n", "def plotly_table(df, width=990, height=500, columnwidth=[25], title=None , index=True, header=True,\n", " header_alignment=['center'], header_line_color='rgb(100, 100, 100)', header_font_size=[12],\n", " header_font_color=['rgb(45, 45, 45)'], header_fill_color=['rgb(200, 200, 200)'],\n", " cells_alignment=['center'], cells_line_color=['rgb(200, 200, 200)'], cells_font_size=[11], \n", " cells_font_color=['rgb(45, 45, 45)'], cells_fill_color=['rgb(245, 245, 245)','white' ]):\n", " \n", " # Making the header bold and conditional \n", " if (header == False and index == False): \n", " lst = list(df.columns[0 + i] for i in range(len(df.columns))) \n", " header = [[i] for i in lst]\n", " header = list([str( '' + header[0 + i][0] + '') for i in range(len(df.columns))])\n", " header = [[i] for i in header]\n", " header.pop(0)\n", " header = [[]] + header\n", " \n", " trace = go.Table(\n", " columnwidth = columnwidth,\n", " header=dict(values=header,\n", " line = dict(color=header_line_color),\n", " align = header_alignment,\n", " font = dict(color=header_font_color, size=header_font_size),\n", " height = 22,\n", " fill = dict(color=header_fill_color)),\n", " \n", " cells=dict(values=df.transpose().values.tolist(), \n", " line=dict(color=cells_line_color),\n", " align = cells_alignment,\n", " height = 22,\n", " font = dict(color=cells_font_color, size=cells_font_size),\n", " fill = dict(color = [cells_fill_color * len(df.index)]),\n", " ), \n", " )\n", " \n", " # Making the header bold and conditional \n", " if (header == True and index == True): \n", " lst = list(df.columns[0 + i] for i in range(len(df.columns))) \n", " header = [[i] for i in lst]\n", " header = list([str( '' + header[0 + i][0] + '') for i in range(len(df.columns))])\n", " header = [[i] for i in header]\n", " header = [['']] + header\n", " \n", " # Making the index Bold\n", " lst_i = list(df.index[0 + i] for i in range(len(df.index)))\n", " index = [[i] for i in lst_i]\n", " index = list([[ '' + str(index[0 + i][0]) + '' for i in range(len(df.index))]])\n", " \n", " trace = go.Table(\n", " columnwidth = columnwidth,\n", " header=dict(values=header,\n", " line = dict(color=header_line_color),\n", " align = header_alignment,\n", " font = dict(color=header_font_color, size=header_font_size),\n", " height = 22,\n", " fill = dict(color=header_fill_color)),\n", " \n", " cells=dict(values=index + df.transpose().values.tolist(), \n", " line=dict(color=cells_line_color),\n", " align = cells_alignment,\n", " height = 22,\n", " font = dict(color=cells_font_color, size=cells_font_size),\n", " fill = dict(color = [cells_fill_color * len(df.index)]),\n", " ), \n", " )\n", " \n", " # Making the header bold and conditional \n", " if (header == False and index == True): \n", " lst = list(df.columns[0 + i] for i in range(len(df.columns))) \n", " header = [[i] for i in lst]\n", " header = list([str( '' + header[0 + i][0] + '') for i in range(len(df.columns))])\n", " header = [[i] for i in header]\n", " header = [[]] + header\n", " \n", " lst_i = list(df.index[0 + i] for i in range(len(df.index)))\n", " index = [[i] for i in lst_i]\n", " index = list([[ '' + str(index[0 + i][0]) + '' for i in range(len(df.index))]])\n", " \n", " trace = go.Table(\n", " columnwidth = columnwidth,\n", " header=dict(values=header,\n", " line = dict(color=header_line_color),\n", " align = header_alignment,\n", " font = dict(color=header_font_color, size=header_font_size),\n", " height = 22,\n", " fill = dict(color=header_fill_color)),\n", " \n", " cells=dict(values=index + df.transpose().values.tolist(), \n", " line=dict(color=cells_line_color),\n", " align = cells_alignment,\n", " height = 22,\n", " font = dict(color=cells_font_color, size=cells_font_size),\n", " fill = dict(color = [cells_fill_color * len(df.index)]),\n", " ), \n", " )\n", " \n", " # Making the header bold and conditional \n", " if (header == True and index == False): \n", " lst = list(df.columns[0 + i] for i in range(len(df.columns))) \n", " header = [[i] for i in lst]\n", " header = list([str( '' + header[0 + i][0] + '') for i in range(len(df.columns))])\n", " header = [[i] for i in header]\n", " header = header\n", " \n", " trace = go.Table(\n", " columnwidth = columnwidth,\n", " header=dict(values=header,\n", " line = dict(color=header_line_color),\n", " align = header_alignment,\n", " font = dict(color=header_font_color, size=header_font_size),\n", " height = 22,\n", " fill = dict(color=header_fill_color)),\n", " \n", " cells=dict(values=df.transpose().values.tolist(), \n", " line=dict(color=cells_line_color),\n", " align = cells_alignment,\n", " height = 22,\n", " font = dict(color=cells_font_color, size=cells_font_size),\n", " fill = dict(color = [cells_fill_color * len(df.index)]),\n", " ), \n", " )\n", " \n", " if title == None:\n", " layout = go.Layout(\n", " autosize=False,\n", " height=height,\n", " width=width,\n", " margin=dict (l=0, r=0, b=0, t=0, pad=0),\n", " )\n", " else:\n", " layout = go.Layout(\n", " autosize=False,\n", " height=height,\n", " width=width,\n", " title=title,\n", " margin=dict( l=0, r=0, b=0, t=25, pad=0),\n", " )\n", "\n", " data = [trace]\n", " fig = go.Figure(data=data, layout=layout)\n", " py.iplot(fig, show_link=False, config={'modeBarButtonsToRemove': ['sendDataToCloud','hoverCompareCartesian'],\n", " 'displayModeBar': False})\n", "\n", "def compute_portfolio(quotes, weights, Nomes):\n", " \n", " # Anos do Portfolio\n", " Years = quotes.index.year.unique()\n", "\n", " # Dicionário com Dataframes anuais das cotações dos quotes\n", " Years_dict = {}\n", " k = 0\n", "\n", " for Year in Years:\n", " # Dynamically create key\n", " key = Year\n", " # Calculate value\n", " value = quotes.loc[str(Year)]\n", " # Insert in dictionary\n", " Years_dict[key] = value\n", " # Counter\n", " k += 1\n", "\n", " # Dicionário com Dataframes anuais das cotações dos quotes\n", " Quotes_dict = {}\n", " Portfolio_dict = {}\n", "\n", " k = 0 \n", " \n", " for Year in Years:\n", " \n", " n = 0\n", " \n", " #Setting Portfolio to be a Global Variable\n", " global Portfolio\n", " \n", " # Dynamically create key\n", " key = Year\n", "\n", " # Calculate value\n", " if (Year-1) in Years:\n", " value = Years_dict[Year].append(Years_dict[Year-1].iloc[[-1]]).sort_index()\n", " else:\n", " value = Years_dict[Year].append(Years_dict[Year].iloc[[-1]]).sort_index()\n", "\n", " # Set beginning value to 100\n", " value = (value / value.iloc[0]) * 100\n", " # \n", " for column in value.columns:\n", " value[column] = value[column] * weights[n]\n", " n +=1\n", " \n", " # Get Returns\n", " Returns = value.pct_change()\n", " # Calculating Portfolio Value\n", " value['Portfolio'] = value.sum(axis=1)\n", "\n", " # Creating Weights_EOP empty DataFrame\n", " Weights_EOP = pd.DataFrame()\n", " # Calculating End Of Period weights\n", " for Name in Nomes:\n", " Weights_EOP[Name] = value[Name] / value['Portfolio']\n", " # Calculating Beginning Of Period weights\n", " Weights_BOP = Weights_EOP.shift(periods=1)\n", "\n", " # Calculatins Portfolio Value\n", " Portfolio = pd.DataFrame(Weights_BOP.multiply(Returns).sum(axis=1))\n", " Portfolio.columns=['Simple']\n", " # Transformar os simple returns em log returns \n", " Portfolio['Log'] = np.log(Portfolio['Simple'] + 1)\n", " # Cumsum() dos log returns para obter o preço do Portfolio \n", " Portfolio['Price'] = 100*np.exp(np.nan_to_num(Portfolio['Log'].cumsum()))\n", " Portfolio['Price'] = Portfolio['Price'] \n", "\n", " # Insert in dictionaries\n", " Quotes_dict[key] = value\n", " Portfolio_dict[key] = Portfolio\n", " # Counter\n", " k += 1\n", "\n", " # Making an empty Dataframe for Portfolio data\n", " Portfolio = pd.DataFrame()\n", "\n", " for Year in Years:\n", " Portfolio = pd.concat([Portfolio, Portfolio_dict[Year]['Log']])\n", "\n", " # Delete repeated index values in Portfolio \n", " Portfolio.drop_duplicates(keep='last')\n", "\n", " # Naming the column of log returns 'Log'\n", " Portfolio.columns= ['Log']\n", "\n", " # Cumsum() dos log returns para obter o preço do Portfolio \n", " Portfolio['Price'] = 100*np.exp(np.nan_to_num(Portfolio['Log'].cumsum()))\n", " \n", " # Round Portfolio to 2 decimals and eliminate returns\n", " Portfolio = pd.DataFrame(round(Portfolio['Price'], 2))\n", "\n", " # Naming the column of Portfolio as 'Portfolio'\n", " Portfolio.columns= ['Portfolio']\n", "\n", " # Delete repeated days\n", " Portfolio = Portfolio.loc[~Portfolio.index.duplicated(keep='first')]\n", "\n", " return Portfolio\n", " \n", "# Multi_period_return (in CAGR)\n", "def multi_period_return(df, years = 1, days=252):\n", " shifted = df.shift(days * years)\n", " One_year = (((1 + (df - shifted) / shifted) ** (1 / years))-1) * 100\n", " return One_year\n", "\n", "def compute_drawdowns_i(dataframe):\n", " '''\n", " Function to compute drawdowns based on \n", " the inicial value of a timeseries\n", " given a dataframe of prices\n", " '''\n", " return (dataframe / 100 -1) * 100\n", " \n", "def print_title(string):\n", " display(Markdown('**' + string + '**'))\n", " \n", "def all_percent(df):\n", " for column in df.columns:\n", " df[column] = df[column].apply( lambda x : str(x) + '%')\n", " return df\n", "\n", "def preview(df):\n", " return pd.concat([df.head(3), df.tail(3)])\n", "\n", "def normalize(df):\n", " df = df.dropna()\n", " return (df / df.iloc[0]) * 100\n", " \n", "dimensions=(990, 500)\n", "\n", "colorz = ['royalblue', 'orange', 'dimgrey', 'darkorchid']\n", "\n", "class color:\n", " PURPLE = '\\033[95m'\n", " CYAN = '\\033[96m'\n", " DARKCYAN = '\\033[36m'\n", " BLUE = '\\033[94m'\n", " GREEN = '\\033[92m'\n", " YELLOW = '\\033[93m'\n", " RED = '\\033[91m'\n", " BOLD = '\\033[1m'\n", " UNDERLINE = '\\033[4m'\n", " END = '\\033[0m'\n", "\n", "### print(color.BOLD + 'Hello World !' + color.END)\n", "\n", "##################################################\n", "### Begin of compute_drawdowns_table function ####\n", "##################################################\n", "\n", "### Função auxiliar 1\n", "def compute_time_period(timestamp_1, timestamp_2):\n", " \n", " year = timestamp_1.year - timestamp_2.year\n", " month = timestamp_1.month - timestamp_2.month\n", " day = timestamp_1.day - timestamp_2.day\n", " \n", " if month < 0:\n", " year = year - 1\n", " month = 12 + month\n", " \n", " if day == 0:\n", " day = - day\n", " \n", " if day < 0:\n", " month = month - 1\n", " if timestamp_1.month not in [1, 3, 5, 7, 8, 10, 12]:\n", " day = 31 + day\n", " else:\n", " day = 30 + day \n", " \n", " # Returns datetime object in years, month, days\n", " return(str(year) + ' Years, ' + str(month) + ' Months, ' + str(day) + ' Days')\n", "\n", "### Função auxiliar 2\n", "def compute_drawdowns_periods(df):\n", " \n", " # Input: df of max points in drawdowns (where dd == 0)\n", " \n", " drawdown_periods = list()\n", "\n", " for i in range(0, len(df.index)):\n", " \n", " drawdown_periods.append(compute_time_period(df.index[i], df.index[i - 1]))\n", " \n", " drawdown_periods = pd.DataFrame(drawdown_periods)\n", " \n", " return (drawdown_periods)\n", "\n", "\n", "### Função auxiliar 3\n", "def compute_max_drawdown_in_period(prices, timestamp_1, timestamp_2):\n", " \n", " df = prices[timestamp_1:timestamp_2]\n", " \n", " max_dd = compute_max_DD(df)\n", " \n", " return max_dd\n", "\n", "### Função auxiliar 4\n", "def compute_drawdowns_min(df, prices):\n", " \n", " # Input: df of max points in drawdowns (where dd == 0)\n", " \n", " drawdowns_min = list()\n", "\n", " for i in range(0, len(df.index) - 1):\n", " \n", " drawdowns_min.append(compute_max_drawdown_in_period(prices, df.index[i], df.index[i + 1]))\n", " \n", " drawdowns_min = pd.DataFrame(drawdowns_min)\n", " \n", " return(drawdowns_min)\n", "\n", "### Função principal\n", "def compute_drawdowns_table(prices, number=5):\n", "\n", " # input: df of prices\n", " dd = compute_drawdowns(prices)\n", " \n", " max_points = dd[dd == 0].dropna()\n", " \n", " data = [0.0] \n", " \n", " # Create the pandas DataFrame\n", " new_data = pd.DataFrame(data, columns = ['New_data'])\n", "\n", " new_data['Date'] = prices.index.max()\n", "\n", " new_data.set_index('Date', inplace=True)\n", " \n", " max_points = max_points.loc[~max_points.index.duplicated(keep='first')]\n", "\n", " max_points = pd.DataFrame(pd.concat([max_points, new_data], axis=1).iloc[:, 0])\n", " \n", " dp = compute_drawdowns_periods(max_points)\n", " \n", " dp.set_index(max_points.index, inplace=True)\n", " \n", " df = pd.concat([max_points, dp], axis=1)\n", " \n", " df.index.name = 'Date'\n", " \n", " df.reset_index(inplace=True)\n", " \n", " df['End'] = df['Date'].shift(-1)\n", " \n", " df[0] = df[0].shift(-1)\n", " \n", " df['values'] = round(compute_drawdowns_min(max_points, prices), 2)\n", " \n", " df = df.sort_values(by='values')\n", " \n", " df['Number'] = range(1, len(df) + 1)\n", " \n", " df.reset_index(inplace=True)\n", " \n", " df.columns = ['index', 'Begin', 'point', 'Length', 'End', 'Depth', 'Number']\n", " \n", " df = df[['Begin', 'End', 'Depth', 'Length']].head(number)\n", " \n", " df.iloc[:, 2] = df.iloc[:, 2].apply( lambda x : str(x) + '%')\n", " \n", " df.set_index(np.arange(1, number + 1), inplace=True)\n", "\n", " df['End'] = df['End'].astype(str)\n", "\n", " df['Begin'] = df['Begin'].astype(str)\n", "\n", " for i in range(0, len(df['End'])):\n", " if df['End'].iloc[i] == str(prices.iloc[-1].name)[0:10]:\n", " df['End'].iloc[i] = str('N/A')\n", "\n", " return(df)\n", "\n", "################################################\n", "### End of compute_drawdowns_table function ####\n", "################################################\n", "\n", "\n", "def compute_r2(x, y, k=1):\n", " xpoly = np.column_stack([x**i for i in range(k+1)]) \n", " return sm.OLS(y, xpoly).fit().rsquared\n", "\n", "def compute_r2_table(df, benchmark):\n", "\n", "# df of prices\n", "\n", " lista = []\n", "\n", " for i in np.arange(0, len(df.columns)):\n", " lista.append(compute_r2(benchmark, df.iloc[: , i]))\n", " \n", " Dataframe = pd.DataFrame(lista)\n", " \n", " Dataframe.index = df.columns\n", " \n", " Dataframe.columns = [benchmark.name]\n", " \n", " return(round(Dataframe.transpose(), 3))\n", "\n", "colors = ['royalblue', # 1 - royalblue\n", " 'dimgrey', # 2 - dimgrey\n", " 'rgb(255, 153, 51)', # 3 - orange\n", " 'indigo', # 4 - Indigo\n", " 'rgb(219, 64, 82)', # 5 - Red\n", " 'rgb(0, 128, 128)', # 6 - Teal\n", " '#191970', # 7 - Navy\n", " 'rgb(128, 128, 0)', # 8 - Olive\n", " '#00BFFF', # 9 - Water Blue\n", " 'rgb(128, 177, 211)'] # 10 - Blueish\n", "\n", "def compute_costs(DataFrame, percentage, sessions_per_year=365, Nome='Price'):\n", " DataFrame = pd.DataFrame(DataFrame.copy())\n", " DataFrame['Custos'] = (percentage/sessions_per_year) / 100\n", " DataFrame['Custos_shifted'] = DataFrame['Custos'].shift(1)\n", " DataFrame['Custos_acumulados'] = DataFrame['Custos_shifted'].cumsum()\n", " DataFrame[Nome] = DataFrame.iloc[ : ,0] * (1-DataFrame['Custos_acumulados'])\n", " DataFrame = DataFrame[[Nome]]\n", " DataFrame = DataFrame.fillna(100)\n", " return DataFrame\n", "\n", "def compute_ms_performance_table(DataFrame, freq='days'):\n", " nr_of_days = int(str(DataFrame.index[-1] - DataFrame.index[0])[0:4])\n", "\n", " if nr_of_days < 365:\n", " df = compute_performance_table(DataFrame, freq=freq)\n", " df.index = ['S.I.']\n", " return df\n", "\n", " elif nr_of_days >= 365 and nr_of_days < 365*3:\n", " df0 = compute_performance_table(DataFrame)\n", " df1 = compute_performance_table(filter_by_date(DataFrame, years=1), freq=freq)\n", " df = pd.concat([df0, df1])\n", " df.index = ['S.I.', '1 Year']\n", " return df\n", "\n", " elif nr_of_days >= 365*3 and nr_of_days < 365*5:\n", " df0 = compute_performance_table(DataFrame)\n", " df1 = compute_performance_table(filter_by_date(DataFrame, years=1), freq=freq)\n", " df3 = compute_performance_table(filter_by_date(DataFrame, years=3), freq=freq)\n", " df = pd.concat([df0, df1, df3])\n", " df.index = ['S.I.', '1 Year', '3 Years']\n", " return df\n", "\n", " elif nr_of_days >= 365*5 and nr_of_days < 365*10:\n", " df0 = compute_performance_table(DataFrame)\n", " df1 = compute_performance_table(filter_by_date(DataFrame, years=1), freq=freq)\n", " df3 = compute_performance_table(filter_by_date(DataFrame, years=3), freq=freq)\n", " df5 = compute_performance_table(filter_by_date(DataFrame, years=5), freq=freq)\n", " df = pd.concat([df0, df1, df3, df5])\n", " df.index = ['S.I.', '1 Year', '3 Years', '5 Years']\n", " return df\n", "\n", " elif nr_of_days >= 365*10 and nr_of_days < 365*15:\n", " df0 = compute_performance_table(DataFrame, freq=freq)\n", " df1 = compute_performance_table(filter_by_date(DataFrame, years=1), freq=freq)\n", " df3 = compute_performance_table(filter_by_date(DataFrame, years=3), freq=freq)\n", " df5 = compute_performance_table(filter_by_date(DataFrame, years=5), freq=freq)\n", " df10 = compute_performance_table(filter_by_date(DataFrame, years=10), freq=freq)\n", " df = pd.concat([df0, df1, df3, df5, df10])\n", " df.index = ['S.I.', '1 Year', '3 Years', '5 Years', '10 Years']\n", " return df\n", "\n", " elif nr_of_days >= 365*15 and nr_of_days < 365*20:\n", " df0 = compute_performance_table(DataFrame, freq=freq)\n", " df1 = compute_performance_table(filter_by_date(DataFrame, years=1), freq=freq)\n", " df3 = compute_performance_table(filter_by_date(DataFrame, years=3), freq=freq)\n", " df5 = compute_performance_table(filter_by_date(DataFrame, years=5), freq=freq)\n", " df10 = compute_performance_table(filter_by_date(DataFrame, years=10), freq=freq)\n", " df15 = compute_performance_table(filter_by_date(DataFrame, years=15), freq=freq)\n", " df = pd.concat([df0, df1, df3, df5, df10, df15])\n", " df.index = ['S.I.', '1 Year', '3 Years', '5 Years', '10 Years', '15 Years']\n", " return df\n", "\n", "def compute_log_returns(prices):\n", " \"\"\"\n", " Compute log returns for each ticker.\n", " \n", " INPUT\n", " ----------\n", " prices\n", " \n", " OUTPUT\n", " -------\n", " log_returns\n", " \"\"\"\n", " \n", " return np.log(prices) - np.log(prices.shift())\n", "\n", "def merge_time_series(df_1, df_2, how='left'):\n", " df = df_1.merge(df_2, how=how, left_index=True, right_index=True)\n", " return df\n", "\n", "def compute_rolling_cagr(dataframe, years):\n", " rolling_result = []\n", " number = len(dataframe)\n", "\n", " for i in np.arange(1, number + 1):\n", " df = dataframe.iloc[:i]\n", " df = filter_by_years(df, years=years)\n", " result = (((df.iloc[-1] / df.iloc[0]) ** (1/years) - 1))\n", " rolling_result.append(result[0])\n", "\n", " final_df = pd.DataFrame(data = rolling_result, index = dataframe.index[0:number], columns = ['Ret'])\n", " final_df = final_df.loc[dataframe.index[0] + pd.DateOffset(years=years):]\n", " return final_df \n", "\n", "def filter_by_years(dataframe, years=0):\n", " \n", " last_date = dataframe.tail(1).index\n", " year_nr = last_date.year.values[0]\n", " month_nr = last_date.month.values[0]\n", " day_nr = last_date.day.values[0]\n", " \n", " if month_nr == 2 and day_nr == 29 and years % 4 != 0:\n", " new_date = str(year_nr - years) + '-' + str(month_nr) + '-' + str(day_nr-1) \n", " else:\n", " new_date = str(year_nr - years) + '-' + str(month_nr) + '-' + str(day_nr)\n", " \n", " df = dataframe.loc[new_date:]\n", " \n", " dataframe = pd.concat([dataframe.loc[:new_date].tail(1), dataframe.loc[new_date:]])\n", " # Delete repeated days\n", " dataframe = dataframe.loc[~dataframe.index.duplicated(keep='first')]\n", "\n", " return dataframe" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "A última vez que este script foi executado foi em: 2021-04-23 15:36:22\n" ] } ], "source": [ "a = datetime.now().strftime('%Y-%m-%d %H:%M:%S')\n", "print('A última vez que este script foi executado foi em:', a)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.5497429370880127\n" ] } ], "source": [ "start = time.time()\n", "\n", "Quotes = pd.read_csv('D:/GDrive/_GitHub/Backtester/Data/Cotacoes_diarias_all.csv')\n", "\n", "end = time.time()\n", "print(end - start)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "ISINs = ['LU0114721508', 'LU0245181838', 'LU1670724373', 'IE00B11XZ103']\n", "Nomes=['FCI', 'GS_GSC', 'MG_OI', 'PimcoGB']\n", "\n", "Quotes = pd.read_csv('D:/GDrive/_GitHub/Backtester/Data/Cotacoes_diarias_all.csv', index_col='Date', parse_dates=True)[ISINs].dropna()\n", "Quotes.columns=Nomes" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "portfolio_def = compute_portfolio(quotes=Quotes, weights=[0.15, 0.15, 0.15, 0.55], Nomes=Nomes)\n", "portfolio_ew = compute_portfolio(quotes=Quotes, weights=[0.25, 0.25, 0.25, 0.25], Nomes=Nomes)\n", "portfolio_agr = compute_portfolio(quotes=Quotes, weights=[0.40, 0.40, 0.10, 0.10], Nomes=Nomes)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "fundos = portfolio_def.merge(portfolio_ew, how='left', left_index=True, right_index=True)\n", "fundos = fundos.merge(portfolio_agr, how='left', left_index=True, right_index=True)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "fundos_nomes = ['4Fundos DEF', '4Fundos EW', '4Fundos AGR']\n", "fundos.columns = fundos_nomes" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Matrix de correlação dos retornos dos fundos\n", "\n", "Em baixo vemos a matriz de correlaçaõ dos retornos dos fundos. Vemos facilmente _\"blocos\"_ com uma correlação elevada entre os fundos acionistas, que por sua vez não têm qualquer correlação com os fundos obrigacionistas. O oposto também se pode ver, embra a correlação entre o Pimco GB e o MG_OI não seja assim tão alta, fruto da maior flexibilidade que o gestor do MG_OI tem em seu dispôr.\n", "\n", "A existência de fundos descorrelacionados ou com baixa correlação é provavelmente a melhor situação realista, e contribui bastante para a construção de uma boa carteira." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Correlation Matrix\n", "Corr_matrix = Quotes.pct_change().corr()\n", "\n", "# Plotting the correlation matrix\n", "fig, ax = plt.subplots()\n", "fig.set_size_inches(5.5, 4)\n", "\n", "sns.heatmap(Corr_matrix, annot = True, cmap = \"coolwarm\", linewidths=.2, vmin = -1)\n", "plt.yticks(rotation=360)\n", "plt.title('Matrix de correlação')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "#### Normalization to 100 ####\n", "fundos_norm = round((fundos.div(fundos.iloc[0]).mul(100)), 2)\n", "\n", "#### Returns ####\n", "P_returns = fundos_norm.pct_change()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Gráficos de performance\n", "\n", "Antes de chegarmos à tabelas e ao pormenor de análise de risco, sou apologista que um gráfico vale por 1000 palavras e apresento o gráfico de evolução da carteira. \n", "\n", "Penso que o que está imediatamente abaixo é de simples compreensão. É aquilo a que estamos habituamos a ver mais. A evolução dos investimentos em cada fundo. Neste caso estão normalizados a 100. Esta é a evolução ao longo dos anos de cada 100 euros investidos.\n", "\n", "**Dica:** A interactividade dos gráficos da plotly permite:\n", "\n", " . Zoom (mantenham o clique e arrastem o cursor em simultâneo, em cima do gráfico);\n", " . Tem uma lista de opções que aparece se forem com o cursor ao canto superior direito;\n", " . Façam duplo clique no gráfico ou seleccionem a opção Autoscale/Reset Axes para voltar ao normal;\n", " . Alterem a opção de 'Compare data on hoover' para 'Show closest data on hoover' se vos for mais conveniente;\n", " . Se clicarem num nome na legenda esse fundo desaparece (clicando de novo ele volta a apetecer)." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", "showLink": true }, "data": [ { "line": { "color": "rgba(65, 105, 225, 1.0)", "dash": "solid", "shape": "linear", "width": 1.3 }, "mode": "lines", "name": "4Fundos DEF", "text": "", "type": "scatter", "x": [ "2007-04-20", "2007-04-21", "2007-04-22", "2007-04-23", "2007-04-24", "2007-04-25", "2007-04-26", "2007-04-27", "2007-04-28", "2007-04-29", "2007-04-30", "2007-05-01", "2007-05-02", "2007-05-03", "2007-05-04", "2007-05-05", "2007-05-06", "2007-05-07", "2007-05-08", "2007-05-09", "2007-05-10", "2007-05-11", "2007-05-12", "2007-05-13", "2007-05-14", "2007-05-15", "2007-05-16", "2007-05-17", "2007-05-18", "2007-05-19", "2007-05-20", "2007-05-21", "2007-05-22", "2007-05-23", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fundos_norm.iplot(kind='scatter',yTitle='Valor por cada 100€ investidos',\n", " title='Performance das carteiras', colors=['royalblue', 'orange', 'dimgray'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "O segundo gráfico é um gráfico em escala logaritmica. Porque um gráfico de escala logaritmica? Um gráfico de escala logaritmica é um gráfico onde o espaço visual é medido em percentagem, e não em euros. Ou seja, o problema dos gráficos de longo prazo é que à medida que a carteira sobe uma variação de 5 euros, deixa de ser uma variação de 5% mas de apenas 2%. Isso faz com que as variações mais antigas pareçam pequenas e amplia as mais recentes.\n", "\n", "Para colmatar isso o gráfico com escala logaritmica mostra o mesmo espaço entre 100 e 105 como mostra entre 200 e 210, pois afinal são ambas variações de 5%. Isso acaba por torar um gráfico de longo prazo mais realista. Apercebem-se como a crise de 2008 parece mais volátil no gráficode escala logaritmica e as recentes subidas mais pequenas? Esse é o objectivo e uma consequência de medição das variações em termos relativos (percentuais) em vez de absolutos (por montante de euros)." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", "showLink": true }, "data": [ { "line": { "color": "rgba(65, 105, 225, 1.0)", "dash": "solid", "shape": "linear", "width": 1.3 }, "mode": "lines", "name": "4Fundos DEF", "text": "", "type": "scatter", "x": [ "2007-04-20", "2007-04-21", "2007-04-22", "2007-04-23", "2007-04-24", "2007-04-25", "2007-04-26", "2007-04-27", "2007-04-28", "2007-04-29", "2007-04-30", "2007-05-01", "2007-05-02", "2007-05-03", "2007-05-04", "2007-05-05", "2007-05-06", "2007-05-07", "2007-05-08", "2007-05-09", "2007-05-10", "2007-05-11", "2007-05-12", "2007-05-13", "2007-05-14", "2007-05-15", "2007-05-16", "2007-05-17", "2007-05-18", "2007-05-19", "2007-05-20", 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w+93aF2MhWzDYamvb554z9fQprmAp/jnBczVgZS2HHnKI6x4YX+j02L8ts9OmnOKKooJHssAt/usEbnl+HYOJabA3qQK3ZSue6lFqGB+4+TQ3UeDW3LovzzMp0sd1mbW0tVttTWWRToBhI1C4Au3tHVZWZjZgwIH/sC3cUTMyBApfYP/+TtN/MFJZyc9W4a8WIyw2gZaWfVZbU2VWVmwjZ7wIFLaAQoGqygFWXs4PV2GvFKMrNgH9e2FnV5dV8e+FxbZ0jLfABTo7u2xfe4fVVA8o8JEyvP4QeG/XLtu1a6e98sof7bfPrrGzzv68fe5zn+uPoSR85l/Pe8ea3u3I+3j+700fOSBwU/Zx210/cUGWKs/ig69Ee7j5irLtb7/TY4utRBVumqTfYiuYp7z62us9tuMKPtfvmxYsZvLFTzdef5Ut/PniWPiWCjFVO8hgaKfATVuDxR/J9nAbcfhhsW3EcrmIkW8pmW2FW3MLgVs6L2SXdZkqBQbqgxUOBBDIqYD+5bSs3KyyglAgp7DcLPIC+q8t9c+vqgH8n7/IvwwA5FxA/9GaAjcigZzTcsOIC7jArWqAleu/xuJAAIGcCezv6LCOzi6rruTfC3OGyo0QMLOOzk7T/++qqeI/0OeF6CmgsO2e+f9ora2tVlNTY1+++BL7+MfrbWBt4Xy2XEgVbr6rX7CtoxdV4PRnHxvVo+ItqJ1OS0mdnyxwCxYzJQrc4ouZ/PZeuqeq45re2u6GEyySCo6PCrci+NtBaWdT0zb3kvi+puzhFu7C0VIyXF/uHm0BWkpGe/2ZfXgCtJQMz5Y7I0BLSd4BBMIRoKVkOK7cFQFaSvIOIBCOAC0lw3EttLu2trZYTU1t0mHp+88//7xNnjwlds7tt/3A/b62ttZmXjor5fWFNt9CGE+yCjeFWtpmK3hkG7ipquyWm65zrSDTrXDz5/txxI8hncCNPdz66U3TIv/ro0+Y9r9PESUAACAASURBVGOrqa6OLbrvKxqfkMYvVHwFnG836RPdfppW0T2WwK3olowBF5EAgVsRLRZDLSoBAreiWi4GW2QCBG5FtmAMt2gECNyKZqkYaJEJELgV2YIx3KIRIHArmqXq80A3btxgix960KZPP9cmnvjnB9xn586d9vjSR03nzZhxkY0dN86FbyuWL7Prrv9bGzZsWJ+fHeULMwnc4s9VHjLvhz8yVcYpnIvPQ4ItJf0ebj7Ii79WhU8rn1rlArnq6qrYHm7Kap5c/rSddcZpLrPJNHDzFX3nTz/b7R2ngz3c8vjG66VY+fTq2BPjyxPje5j6l8lfEOz/6Xub6kXgSF+AwC19K85EIFMBArdMxTgfgfQECNzSc+IsBPoiQODWFzWuQaB3AQK33o04A4G+CBC49UWNaxDoXYDArXejYj1DVWsK2hSkDR061MrKymzq1DMOCN0WL37QNm7YYCNHjrTGxs2xSjYFbwrgOPomkEngpif4oEy/P+WkCdbc3GK+FWSqwE0ZSfBaZSfb33nXtYf0lXTBbGbqaZNjrSnjM5v4TMbP3BdMrVu/qQdGqgwneGJwD7fgfnJ9k+39qsjt4dY7CWeEIUDgFoYq90SgW4DAjTcBgXAECNzCceWuCEiAwI33AIFwBAjcwnHlrggQuPEOIBCOAIFbOK79fVcftm3evNlmzpxlO3fusCVLHnLDmjN3Xo/2kLNvvilW/abw7YW1z7uAbtLkU3u0mOzvOfF8BNIVIHBLV4rzshIgcMuKj4sRSClA4MYLgkA4AgRu4bhyVwQI3HgHEAhPgMAtPFvuHG0BArdorz+zD0+AwC082/68s6rafrZwgU0740ybNu1MNxSFcArXvjD9PGttabEJE0+0pqat7ry/v/nbrnWkrluzehV7tvXn4vHsrAUI3LIm5AbpCBC4paPEOQj0TYDArW9uXIVAbwIEbr0J8X0E+i5AhVvf7bgSgVQCBG68HwiEI0DgFo4rd0WAwK0034Gljz1ijY2Nbg+24LHw/vvsrbeaTPu2KXjbtXNHwvNKU4VZRUWAwC0qK93P8yRw6+cF4PElLUDgVtLLy+T6UYDArR/xeXTJCxC4lfwSM8F+EiBw6yd4HlvyAgRuJb/ETLCfBAjc+gk+x49VldrYseNc1ZqO22/7gdXX19v0c8/v8aS1z/97rLXkmDFjXfj22UlTaB2Z4/Xgdv0rQODWv/6ReTqBW2SWmon2gwCBWz+g88hICBC4RWKZmWQ/CRC49RM8jy15AQK3kl9iJthPAgRu/QTPY0tegMCtNJb4m9df6yaitpBfnTnLBW76VSFc8PBtJfW1mppa12bSt5MsDQlmgYAZgRtvQV4ECNzywsxDIipA4BbRhWfaoQsQuIVOzAMiLEDgFuHFZ+qhChC4hcrLzSMsQOAW4cVn6qEKELiFyhv6zX3rSO3FpoBNlW4jRox0e7PNmTvPhWrxh763dcsWW7FimU2afCrVbaGvEg/ItwCBW77FI/o8AreILjzTzosAgVtemHlIBAUI3CK46Ew5bwIEbnmj5kEREyBwi9iCM928CRC45Y2aB0VMgMCteBf83nvvtq1btroJjBw50i6/4ipX2aZAbejQoXbz7FuKd3KMHIEsBAjcssDj0vQFCNzSt+JMBDIVIHDLVIzzEUhPgMAtPSfOQqAvAgRufVHjGgR6FyBw692IMxDoiwCBW1/UuAaB3gUI3Ho3KsQz/F5s084401Wo+Uq21atX2eNLH7X6+gYXwHEgEEUBArcorno/zJnArR/QeWRkBAjcIrPUTDTPAgRueQbncZESIHCL1HIz2TwKELjlEZtHRUqAwC1Sy81k8yhA4JZH7Bw+StVtQ4cOsxkzLupx18bNm03fGzNmrM289LIcPpFbIVA8AqEGbgseWGzv7thh11zZ/QN25/z7bN36TTa4rs5m33C1HXnEqOKRYqRZCRC4ZcXHxQikFCBw4wVBIBwBArdwXLkrAhIgcOM9QCAcAQK3cFy5KwIEbrwDCIQjQOAWjmtYd31h7fM2YuRI1zry8suvsvqGhrAexX2LVOD9D3bbd+bdbpdcfIEdN/bYIp1FdsMOLXCLx31p48u2bMVTLnx79bXXY7+vqa7ObgZcXRQCBG5FsUwMskgFCNyKdOEYdsELELgV/BIxwCIWIHAr4sVj6AUtQOBW0MvD4IpYgMCtiBePoRe0AIFbQS+P/WzhAhs7dpzt3LnT7c22ceMGN2D2aCvsddPolMXM++GP7KZvfsMFXz6raXpre4/BKxg7a+qpOZtQGIFba1tbrJArONARhx9mt9x0nT3377+39Rs2udxJWZM/f/y4MbG5/enNLabisOuv/poNOWhwzuab6EahBm633fUTm3XJDFfJpgnp0J/zOcFQ9bh52gIEbmlTcSICGQsQuGVMxgUIpCVA4JYWEych0CcBArc+sXERAr0KELj1SsQJCPRJgMCtT2xchECvAgRuvRLl/YTW1hbbuGGDaxmp9pD+GDFipGnPNgVvLc3NNv3c8/M+Nh6YnoAP23R2fOAWduVZmIFbMEALSsRnTfrznFvvspMmnuCyKB1PrnymRyiXnmTfzgotcPNJ4pnTTrc/+9ioHqWEWvQHFj3sEsiwE8W+sXBVrgUI3HItyv0Q+G8BAjfeBgTCESBwC8eVuyIgAQI33gMEwhEgcAvHlbsiQODGO4BAOAIEbuG4ZnLX1atX2W/WrHJVbBMmnmivN252v9dRX99gEyZMtNqBA12lG0fhC/jw6bKvftnumH9frLVjqiBM19xxzwK79opZrnAqmOuoOk6FVM0tzdbc3JJwuzAfcO3esycG5IM+fUHXr3x6tfve1NMmx0Kw+Kq748ePiVWpBaUTVawFv6/7BAu/lD1t/OMrtmVLk339sq+4/EljGDFieE6r+ZK9DaEFbnpgENtjesgxxxwdwy38V5URZitA4JatINcjkFyAwI23A4FwBAjcwnHlrghIgMCN9wCBcAQI3MJx5a4IELjxDiAQjkBfA7fGxs22YsUyGzNmnE2ePCWcwUXgrtqTTY6j6xtMv9eh0G3ihBOt8fXNLmRTZRtHYoGyD97sJ5oy6zpo1AHPDgZnBw8Z0qMAKtvA7XdrX7TZN1ztArlgtVhb2z73nKmnT3FhVvxzgudqwHfOv88OPeQQlwvFh2CP/dsyO23KKQcUaPUWuOm+wXvp92PHHG3Pv7DOvnDONDvsox9xz1VhWD72lQs1cOunN47HFqAAgVsBLgpDKhkBAreSWUomUmACBG4FtiAMp6QECNxKajmZTAEJELgV0GIwlJISIHArqeVkMgUk0JfAbe3z/25LljzkZlFTU2vXXf+3NmzYsAKaVXEMRUHbiuXLXMB27rnnmSrd1CryjDPPcq4cvQvUPnaBle3e0vuJOT6jZfrDBwRu8VVe8cFXoj3cfEXZ9rff6bXCTVPw7RlVQbZsxVOuGu3V117v0ckw+Nyjjxrtgq5gK0jf+fDG66+yhT9fHAvfUhH1toebKtgU7DU1bbOLZ5xnixY/al867xy3t5uOTx7TkLf92/S80AO3YM9QDxcsKczx+8btClSAwK1AF4ZhlYQAgVtJLCOTKEABArcCXBSGVDICBG4ls5RMpMAECNwKbEEYTskIELiVzFIykQITyDRwU6vD22/7gU2c2N3mUOHbxBP/3KZNO7PAZla4w1HQpgrBxs2b7cILv+z8OPomUEgVbonaOgazmPgtv4IzTqelpM5PFrj58K2murpHhZsP3IKVZcH91nRPVcc1vbXdDUf7y6lKLv5Ip8LN3/eL555jq3/zW/urmRe7MPCF379kEz59XCwg1BjDPkIN3BLt1eYX//zpZ+elZ2bYgNw/PQECt/ScOAuBvggQuPVFjWsQ6F2AwK13I85AoK8CBG59leM6BFILELjxhiAQjgCBWziu3BWBRIFba2uLPfbYo66tYX1DQwxJYZv2GtuwYb3dPPsW9/V777nbhg4bZjNmXASmmQvR7r33btcGcuy4cT2CSPnt2rnTFi5cYDIutrCt6oU7rXzbi9b6lw+w1mkIJKtwU6gV31Yx28DtgUUP2y03XedaQaZb4ebP91OJH0NwiukEbr7C7/jxY62mtibW3vLH9/3cRo0aYcOGDs1bFhVa4Ba/uV4QKVh2mI9UMY13kFNCFiBwCxmY20dagMAt0svP5EMUIHALEZdbR16AwC3yrwAAIQkQuIUEy20jL0DgFvlXAICQBOIDNwVB98y/25qatronKnCbPv08FyB9b+53TaFRMCha+tgj1tTUZJdfcVVIIyyu26r6r6Wl2Q26tnaga7fpDx/G6c9/f/O3C74NZ1n7bivf9gcb0PiElW9bZ/rz/mMusH0Try2uRemn0WYSuMWf6zsW+i6F2hNNR6IKN7+Hmw/y4q9Vq8eVT61ygVx1dVVsDze1fnxy+dN21hmnmfKhbAM3jU/jXPn0avPjDraizGfHxdACt/i+ocF3K1g6qOQz7MNj++fElyfGf1/nBc/Ri6GkVofvbUpQmNmqEbhl5sXZCGQiQOCWiRbnIpC+AIFb+laciUCmAgRumYpxPgLpCRC4pefEWQhkKkDglqkY5yOQnkAwcFPItvihB12odsWVV9nWLVvcXm0K2OobjnKB21dnzrKxY8fFbu7aI27eTOBm5tprykthmoJLhW/Tzz3f6uvrXWApK52j9pv5bCNZvn2ddQ0abl11h6d8KSq2rbOO4cfHzqlae4cNeOVh6zzseNtff7Z1HHZCr/dI762LxlmZBG4SCW4LdspJE6y5ucV8K8hUgZsykuC1yk62v/Ouy1Z8JV0we5l62uRYcBefySQLxdLZw01zUIbzyNJf2ewbrrYjjxjlFjoY+OUjh9IzQwvcCqXCTePwG+UJ1be0vOrrM3ssujB8Shv8sYtvixn/gkXjRzT7WRK4ZW/IHRBIJkDgxruBQDgCBG7huHJXBCRA4MZ7gEA4AgRu4bhyVwQI3HgHEMidwOLFD9quXTvdDRWWHTb8cDvt1NNcG8lhag/55YtcQKRDLSN17pgxY23t2rU2Z+68HgNRiLRxw4YelVy5G2n/38lXpV1++VU92mvGj8xXBo4YOTLWXtMHcLJUgPnQg4vcvnf5ar+pirSqZ240BWk6Oo6YbB1HTLL99ef0GH75rtes8oU7rHzHZtt36vdd6Fb50gKrXL/A2vTnIyb3/0IwAgQyEAgtcNMYEiWI/b2HW6Ken6lCNH1vxIjhsR6fifaly8A7sqcSuEV26Zl4HgQI3PKAzCMiKUDgFsllZ9J5EiBwyxM0j4mcAIFb5JacCedJgMAtT9A8pqQEFALV1NT2mJMPkCZMPNGFayuWL4t9X6HazEsv63G+QiOFart27XKhW/z3N27cYD9buMB+eNsdJWenvdZamltce81pZ5zZYz+24GRlumnTBlu9epXFB3PeR5WBjy991D47aYpNnjwldKuyPW9ZzcqrTL+2HzfLuirrTHuwdVUOtpYZy3s8v/bRL7rvW1WduWq4usPddQrn2k69NfSx8gAEci0QauCmwQZLCv3g89kzMx4svpxS30/WcjJROJeqn2iuF6eU7kfgVkqryVwKTYDArdBWhPGUigCBW6msJPMoRAECt0JcFcZUCgIEbqWwisyhEAUI3ApxVRhTIQsoBFqxclls/zWFRgqP7r33bquvb4i1gHzmmaftjTfftBOOP95VtSmEiz989dakSZMPaIXoA7xi2JMsk/VSeKaAbOjQoTZs2CHu0mT71C28/z7btGljD1f/LNnd9sP/49pwrlmz+oBALpMxpTpXVWqdQ4+KnTLg5SVW+fISazvtVvd1BWgVb652odu+k2+2itd/ZfuPudDK9u22qufmWst5v3BBm7vupQXWPvEa6/jYZBfQcSBQbAKhB26FBtJbS8hgy8mjjxrtNvLz/Uo1l/jA7YM9rYU2xYIdz772DquqrCjY8TEwBIpVoKOj06zMrKK8vFinwLgRKEiBjs4uM+viZ6sgV4dBFbsA/15Y7CvI+AtVQHvhDKiosLKyQh0h40KgOAU6O7uss6vLBlTw/7mKcwUZdb4FfnLvnbZ921t25J+Ntj/7+Gj73W9/Y22trVZTU2N/d9P/jg1HP1f6TKNyQOrPC3VtdU1Nwml895Yb7Stf/Wv3nFI45Ca/M878S/vzz3zWXn1lky156J/sa5df46an7/n5+u/p3KOPHWMHHzz0AIIHFv5f27atyfl/+zvfD4XoI8svsvYhDfbBp//OOivrTH9uO/wU+2D8lT2ed9D6+Taw8Rfua+1D6q28fa+1HHmG7Tnmkth5le83uu8lOw6qS/wehDIxbopAHwQiFbgpbHt3xw675srLTBv6JTt8G8nTJn/GBW7jx42JtZSMD9z2te/vA3v0LlGF257mNhs8iL8Uo7f6zDhsgda2/aasrapyQNiP4v4IREpg37797oOVmurKSM2bySKQD4Hde1qsblAtoUA+sHlGpAT2NrdZTU0l/7FIpFadyeZDQJ/96D/GquXfC/PBzTMyFNAeZ7/4lyV2zuen2+GHj8jw6uxO//0La23btrfsk58c42508NCh9lZTk/3zP/3MPvcX0+z//XqFC9mGDh1mHx9db3/5+ek9HqiwrXXffhtUW9Xngfyf78+1T0+Y6J5XqMdbbzW5tXnu2TU2/PARNnp0z0BJ33/i35baJ8eMtV/+21Jn9Vd/fbmbTmtrq333f8921w8dNsz+uGmjnfDpCfal/zHD/vVfFtvrjY32dzfenHTqr7/eaPf933tdGJfqvL7YVby32Sq3rLGajQutq3KQ6b8Gbzv6f7g/f/D5JdY56PAety1r32ODn7zUypu3xb7+/hd/1d1SMs2Dz77ShOK0fhPIaeDm2zU2vbW91wmNOPwwu+Wm62zIQfkpDU03bNPAg/u2sYdbr0uZ1gm0lEyLiZMQ6JMALSX7xMZFCPQqQEvJXok4AYE+C9BSss90XIhASgFaSvKCIBCOAC0lw3HlrrkRUJvGrVu2uptdd/3fJmzLmOhJO3fuNLUcVCvH+CPR/mvx56hN5O23/eCAa9UWUnu3ad+w7839rru/xpXoUGX23pZ9dvDgnnu9ZSJz7z1324gRI2z6uednclnezlVrSLWI1N5p+jXo0di42dQW84UXnjethw613LxwxkU91tG3mNT3db3s6xsa3LpPnjIl6f5ufpJ6Ru3A2oRr3ReIsvbdVvPLr7pWkWoZ2TnsKNcGsurZOVbx5hrrGjTcWs5/JOGtdU35nm1W/vaL1nHE5B6tKPsyFq5BoNAEchq4xU8uPqzS9/2+aME2jWGjpGojqZDw6VXP2rmfP9MNI76CTXvQPbDo4Vg42FtLyrDnUqz3J3Ar1pVj3MUgQOBWDKvEGItRgMCtGFeNMReLAIFbsawU4yw2AQK3YlsxxlssAgRuxbJSpT9O7cNVX19vGzdscIHLrp07bfHiB93eXIsXL7KysjLTfma9HQpsVixfZhs3bnAhjPb48oe+NnbcuFiIo/BNh0I0/X7r1u5wb+3a561p69YeYdqKFcts65Yt7n4TT/xzFyapKivR3my6Ry4Ct6WPPWJNTU1J9zjrzSKs78v4hbXPu5At/lD4dvDQYbF92uobjrKJE050a5roUBintdYxctRIty+bDhnXj25Iel1Yc9O+axVvrLLWv3zA7b3mj4pt66x65ZXWccQkazv11rAez30RKGiB0AI3BVm33fUTm3XJDDvyiFE9EBRiLVvxVK+tHXMhl6zq7vjxY9zzdaht5Lr1m2KPu+mb37Djxh4b+/OTK59xoZsOf12qlpS5GHep3YPArdRWlPkUkgCBWyGtBmMpJQECt1JaTeZSaAIEboW2IoynVAQI3EplJZlHoQkQuBXaikRzPArWFODEH0OHDrWbZ99ia5//d1uy5CH74W13pARSCLZw4QIXnqmaaufOHbHzW1parba2xoVwMy/t/txUAdzihx60K6686oAAadoZZ/ZaXZVqMLkI3BRoKTycM3dewbwYst28ebP9bOECGzNmrGsLOWHCRBeQffP6a904fYCp6r9EVYapJpOqOjHXCOXb19mAN1e7to+qSivfsdlU4dY2db51DD++x+P0dX2/s254jyAu12PifggUskC/BG6qIlOl2PVXfy1vLSULeRGiMDYCtyisMnPsLwECt/6S57mlLkDgVuorzPz6U4DArT/1eXYpCxC4lfLqMrf+FCBw60/94n22gq0VK5e5/cu0z5qq0DI5VCGlUEbVYaocW71qlQu9Wpq7K87iq6H0PLWXTBbgKAR67LFHXWimoG3mpbPc/f3hK9kUYOlZqnIbOXKULV/2pAvn/PGF6ee59oi5OHIRuPl59xY05mK8wXtofRRGTpvW3TUtePgWkInaafp1vfeeH9muXbt6DUhzPe5k9yvf9VqsvaOCs4rGJ63yDwtcuKawTfuv7a8/u/vyyjrbN7E7OORAAIGeAqEFbr515PhxY+ysqaf2eGp8m0YWpfQFCNxKf42ZYf8JELj1nz1PLm0BArfSXl9m178CBG7968/TS1eAwK1015aZ9a8AgVv/+hfj0/2+XcGxa0+zYOvGVPPyIZLOVxWZKqUmTDwxZTWZv0Zh2uVXdId7Csrm/MN3beDAWrvwwotcIKdxNDQ09AjbgmPx9/FfU4WWWh7q0HiStYfsyzrlInBTtZf2itMhoxkzLurLUDK+Rs/Us/2+eaqy29q01Tlr/bdu3dKjUjD+AVobBXOJAruMB5PFBdXP3GgVb652d1B7SO2x5g+1htx/zAwq1rLwjdqlvtvgJRdf0KODYJQcQgvchKhg7e4fL7TZN1wdayvp0aeePuWAIC5K8FGbK4Fb1Fac+eZTgMAtn9o8K0oCBG5RWm3mmm8BArd8i/O8qAgQuEVlpZlnvgUI3PItXrzPUwCzadNG075iF174ZRs5apSrgvJ7maUbBvmKNi+hNo8zZlzc615duk7Bjw4FQY2NjW4sOny1nL6e6vCBm8IrhWuqZgtWwuVydbIJ3LRXWPuEa11Vlm/TGAwbcznO+HupfefSpY+59ptqE6k99VS5pkPrrtae+lXfK9RD+61VPXOjq2Dbd/LNNqDxV26o7cdeaFY52Lqq62IVb4U6B8aVXEC5zLwf/sj81lnJtt1SMBZfLJWNa5iBmy/w2v7Ou3bLTdcl7Jyoroorn+4OkHUMrquLZVPeJDi/XM9f9w41cNMDEi1m/B5p2Swi1xaHAIFbcawToyxOAQK34lw3Rl34AgRuhb9GjLB4BQjcinftGHlhCxC4Ffb6MLriFSj2wE0h0JIlD1r96AabPKXv4YnuoyNY4aQwSUeqiqniXfn0Rq6AatOmDW7PLt8uUFfO/ta3Y0GV319NgZvaOp544omm1ozxh6t6WrXKhXQjRo50FWWqbku3Oi4YuPl7q61hfX29rV271rWkTGe/MM0jnfPSE0p+Vl8CtwGNT1jVc3PdTbsqB1vbGXfb/IeWW2PjZve1fLSWVHWbAkmtvVp7KuTUGq1ZvSqv40gkG2wNmej7A15eYhVbVpsCN7WIbB8/i/3Wsn2RC+z6YLAUH7iFXXkWZuCmbcoW/8tS29vcYl8895weFXT+uWOOOdpmXTIjtiK65vEnVthfzbzYXn3tdXtg0cOxsE7fm3PrXXbV12fmtBov9MCtwN43htNPAgRu/QTPYyMhQOAWiWVmkv0gQODWD+g8MjICBG6RWWommmcBArc8g/O4yAgUe+Cm8EahjaqUFIwpGMjkUAiksMZXSgX3Dtu6ZWtsf69ke4fpWQpDVH1Uasftt/0gVtmk1ouTJ5/qAhiZxVeFzb75ptjX9X2dF7+vm4zXrFntrKafe54LvbR+mbai1PU7d+5we4TNmTvPsSswzUeIlskaJwvcuvcNG9zjVgqS1O5QLRDbj5vl9hWrfHmJ7W84x/506Jku8FQrx1TvYSZjS3Su27dtwwbXClKB6sL7F7jT9H7//c3ftsbNr1ntwIFWW1PbazVitmNJdL2MqpdfZR0NZ1vnoOG2X9VqHx6yq9iyxu3LZtZl+06ZbR1HTA5jGNyzHwUUIqnK67KvftnumH+f+YAtVRCma+64Z4Fde8Us16XQV5KdOe10F0Tpfs0tzdbc3GLr1m/qUTWmqfrgaveePbGZBwuuglVnU0+bHAvE4gu1jh8/xq658jKrqa5OKPjkymdiX29q2tYjWNP31m/YlPL6+G3OUm2Jls0SErhlo8e1aQsQuKVNxYkIZCxA4JYxGRcgkJYAgVtaTJyEQJ8ECNz6xMZFCPQqQODWKxEnINAngWIN3BSytbS2dFfh1DfYpMlTXPCmI1EVkIKdxQ89aCNHjXSBgSqsFND4sG7ixIku/Bk27JAeYcKECSfavff8yLXP03OamprcB6a+nd7ixQ/aC2ufNwVSMy+9rE9rUIgX+baPM2fOcnt3qWotVetFX+WmyqimrVtdUKe91oYOHeaqBhPtwZbpvBWqaVxqA6kASgFQIZvHB24K2ireWGOVa++0rrrhrq3h/nGXWcfw46320S+6wG3/MRfYvonXOpqq5+ZY+Z63rHXafPdntZYMq5Wj3w9Pv/q94u69527btWunCzPzUVmX6n3wYZtVDbKyvdtc1Vrbqd+PtYX0lYFdg4Y7L32fIzuBd955J7sb9PHqsrIyO/TQQw+4OhicHTxkiH1n3u05C9x+t/bFWGvGYLjV1rbPPcdvHxYf7AXP1YDvnH+fHXrIIS4sUxA3YsTwWEvLx/5tmZ025ZSErSIVjv104SL7wjnT3Lx17fVXf82dm25wFh+4xQeNfVyOAy4jcMuVJPdJKUDgxguCQHgCBG7h2XLnaAsQuEV7/Zl9uAIEbuH6cvfoChC4RXftmXm4AsUUuPk9xLZu3eJCLh3BAMKHPsEqIAU9qtBRUDN06FAXqLW0tLhASIGbvvbl6OPq3QAAIABJREFUiy52YZLuH2wp6eUX3n+f27vMH76aTufrPgrb9P3+DiWyfVN8pZ7mpOo2tYVUuJXOoaBGVW5aj3Hjx7vf65Cn1uOe+Xc760IOyNKZZ7rnKDyzt35vewd8xOoGVlnl+vtcm0NVrnXUn+1uU9H4Kytr3+P2GFMbSQVIwaqsyvULrGLbi7HATQHYiBEjbPq556c7jLTP8wHryJEjbdq0M13o7MPkSZMmh/JMGWlvNbV+7C0g0552ZW17XIvNsj3brGrtHVa+fZ0LK9umzrfqZ25wc2079da058yJqQW+P2+Ovfvuu3lnuvGm2QcEbgq6brvrJy7IUpVafPCVaNsvX1G2/e13eq1w0yR9q0YFV8tWPOWqyeLbNAafe/RRo13ANn7cmFio5kOvG6+/yhb+fHEsfOsNMdgaUucG7xtfkafvB6vq/Dw1Vu1r548Rhx+WdC+43saT6vs5D9w86vSzp9nSX62wpre2J3x+WBPKBoNrwxMgcAvPljsjQODGO4BAOAIEbuG4clcEJEDgxnuAQDgCBG7huHJXBIolcFMIpGo0v9ea2hUG2z/6lVQVkP/62LHjbc3qZ9w1084401St5gO1uXO+Yy0trWnt+6Xrd+3c6arj1HZMYZSCCQVUuq/2j7v33rtde8NUVWCF9LZpTqoQU6WeKvvUrtA7aZ817YuWbTjmA1AFko2NjS54SxRoFpJLNmNRFZYCpIo3V7tqteChoG3fqbe6gMgfCtQG/HGJC906Dzs+Fqz57/uqreb/9Zz7klpyqsJSlYO5Onzloe6nd1lhmz/0vaHDuisUc3nIpuaXXzWrrnNOChz315/jHiG7YOiokHLAK0usfNuL1nbG/FhFmzt32zpTELdvwjVW+dL91j7x6th9cjneqN6rkCrcErV19Oui9o5/9rFRPSregmuWTktJnZ8scPPhmyqbEwVuvjWl7uFbXqo6TYeq43x+pPaXZ009NeHrFF8Nl6hyLhjs+ZsEzwuGg/7ZYexpl/PAzU8mPlUNSgVT0GQ9OaP6g1qq8yZwK9WVZV6FIEDgVgirwBhKUYDArRRXlTkVigCBW6GsBOMoNQECt1JbUeZTKALFELj54EYVaVdceZVrJ5hs3y8Fbqqk0rmqOtOvChLiz1e4pKqsbPb9UiChEE7HnH/4rqktZRjVR7l6VxTYaN+z+oajbPmyJ938VcGmPbtUxeQrCPW8ZIFmJmPR/dSOU8/0bQozub5Qz/XBmiqzOoceZf7PA15e4v7c8bHJLjSq+MNPraOj0zr/4odJp6LAqeqFO6z9uMt6hEm6QN9Tq8nWv3zAfU9VaHrn+hK4+b0O/Z53el8nT5ni7qf98PTeag/EbALjRHvT+YlrLqpiU6BW9exc11LTquqsbOdrmqkLyzqHfcJqfnlJrNJPgVrVMzea2ki2H3thjz3b/H0VWla+1N1KtuW8X/RaKVeo7xTjykwgWYVbooAp28DtgUUPxyrF0q1wu+Wm63q0jkzV3jFRdZ40BtfVJWxzGcybkgVuakUZ32IyM+HkZ/dL4BZMMjU5jtIXIHAr/TVmhv0nQODWf/Y8ubQFCNxKe32ZXf8KELj1rz9PL10BArfSXVtm1r8ChR64KbRRRVltbY1dfsU3eq228a0ipaogqbe9x3Kl7wONTNow5urZvd1HY3P/26A96oa5YG3suHHuMrXm9C0D/R5ptTU1OQsOdU89e+SIkQkrEnsbu77vq8V6azuYzr0yOUcBko6uyv/+fFdfq/nFl8yFS3WHW8dhJ5gq0XQEK7X05/g93DJ5tj+39pHzY2FTNoGbrl2xfJkLUtesWfXhfoXD3B572bap9EGbqs26hn7CVZz5Q2FkxRurTcGYqvvKd2y2jo9NsvaJ1zjX7r3ZrnRVfvpzzLzucOusGx5rIxlcg3hHhXRl+3Zby/mP9IWYa4pQIJPALf5cBVFqvajKuOPGHuvaM+pIVOHm93DzQV78tQq8Vj61ygVy1dVVsT3cLp5xnj25/Gk764zT3J6fqQK3ZMFYsOrNz2HMMUfHxqkxpwrc9H3d490dO1x7zFwVhvVL4BacaK4mUoTvfaSGTOAWqeVmsnkWIHDLMziPi4wAgVtklpqJ9oMAgVs/oPPISAgQuEVimZlkPwgEA7f4PczUMlGtE7OpeslmSqrAWrhwgbU0t7h2hIV+aM8rtZ7sSwVSmHP73tzvumBlwoSJbn81HVpT+arSTa03E7XnDHNM6d7bt1VUhZf270oVvATvqeCmbOdm16qxr4eCHAVCembnIQ1mCoQ+bBXZftwsq37mRrcn275TZlvn8OMPGFsuArfg3mTZBG7a/00/zwpX16xZHftVAayqD4OtJNP1kkXl+vtdoCYfVaTp8HvRDfynk2O30jpoDTuHdVcABtdRVW86tF9d+6dmWfXTN7r92XTIuX38rHSHxHkREcgkcBOJD8r0+1NOmuBaA/tWkKkCN2U7wWu1X9r2d961YCVdcD+1qadNjgViwa/ruT7gi1+i+Of77yfqohh/T79/mx9nsBpP9/H7v+n3uQrdch64peoX6jGC5X4ReccjP00Ct8i/AgCEKEDgFiIut460AIFbpJefyYcsQOAWMjC3j6wAgVtkl56JhyzgA7f21r2ukkwtG9Vm0VfE6Pe1A2tdZUw+D4VXqr7SobAtm9aP+Rp3OoGIqr00l1zvi5Vsjr4dZ6HvL+croYLzUNWT2jS6PbpeXmK2b6+1zFiecjlde8eXH45VnakKTaGYvu6P/cdcYPsmXhv7s293qC8o6FHw4/dhU5im72ss+rpaILZ+8RcuMKpZcaW1j7+sx75swcHlInDT/LU/meadzvsVfL4CdO3NN2nSFFuy5EHT55fat1BBq36m9POuoy/tQ+WpQLJr0HAr27vNGatqrXLtnT2q1Xw7zEx+BhWWlm9blzDEzOQ+nIsAArkXyHng5oeYag+33E+DOxa6AIFboa8Q4ytmAQK3Yl49xl7IAgRuhbw6jK3YBQjcin0FGX+hChC4FerKMK5iF1Dgtntvsz2x9F9dmzkdCoT0Yb3aOGr/rb5+KN9XG7W+U7hw4YVftpGjRhVF2Ka5+kBk+rnnufaN2jsueGi/rHvvvdt9Sd/rS1VRuqZqrakxuIBv5EibMeOidC/N+DxVNqldYF8PBVo1v/xqbF+v4H066w63fSfPdgGYKsqSBTgKabTfl8aiEGh/wzmxoE2hW+dHT3C3rXj9CavYvs72jz7bVVtVvLnGhXM6J9a6ctBw6xh+gtszTFVZwUNBU/zXks07F4GbD7a0J9wTO4+xZ37/qvl92HrzVqCm92DMmLFuP0O1O1UAp59vBW6qeqv5sH1ofAAsx4o3V/UIJgc0/sq1g1TYWPXCnVbxxirXxrG7CrAutn+aCz03P+G+3jptfm/D5PsIIFBEAqEFbkVkwFDzIEDglgdkHhFZAQK3yC49Ew9ZgMAtZGBuH2kBArdILz+TD1GAwC1EXG4daQEFbmoxt+rpX9vMmd2t21avfsZ9UK8901xbx/vvc5Ux6X7Qnw2oD6X8vmLZ3Cvf1/pqMh9wqFXf2LHjrKGhwe2fpT3l9DW1ndy6desBnksfe8TWrl2bE2cFe7LU0ZcKplR2Ltx6dq7Zh3ucaV+u1i/+a0btHhWOab+v9uMuterl3dWTqVpG+uBJYZeCsP31Z7uATEGdxqOvVWx+wtrOmJ8yEPPBnZ+fwjm1LVRlm9oeak+2XO0Vl4vATeOsXTzNVY39v9ZP2y9eqbAf3nZHWq/2N6//7yq+oUOH2vXf/Dt76MFF7p2ceOKfJ72HXGsf/WL3mpz6fbc/WtVzc92fVW2o4E3nyE3uHNkJvN7Ubo+vbrbtuzps3uXDsrsZVyMQsgCBW8jA3L5bgMCNNwGB8AQI3MKz5c7RFiBwi/b6M/twBQjcwvXl7tEVIHCL7toz89wKKNRpeqvJ7YumIOioTxxri/75Z1Zf32AzL73MPUwhmyrcfBtHH4Kl09pR565YucztGTZs6DCbPGVKyj3g1DpSlV6qsNHvVZWl3xfDnm3xK+Odgnveaf71oxtcZZsq9hR0+PMUvp177nmx/dRUkST3dJxTvRVaY4WoX505y91v8uQpOXuJFExVrr/Pyne8Zl3DjnJBlaqbOurPdtVQ6VS7Va5fYAP+uMSNSUGSQq/Wzz/Qa2Cn6ypfWuCuU8WXwrNYS8NBw93z9fVUR3dYOMedp1aIYe4PlqvArWrtHW6u//Ful9356pFpBah+zza/V18moWv1yiutrEvp2h5XBaiATW04tda+NWdfWkXm7CUsgBttaNxnv9vYaktXN7vRXDStzj43sdYOG1aR1uj2tnba0lXN7nr9/uMjBthnxtW4+3AgUMgCBG6FvDolNDYCtxJaTKZScAIEbgW3JAyoRAQI3EpkIZlGQQoQuBXksjCoEhAgcCuBRWQKORNQILZ1y1Z3v02bNlhzS0usZaBaCLY0N9u48eNjQZe+tmbNqljFk6pdVOWir/uWkX9/87dT7iumahnfis5PRONQRZYCHt8i8Xtzv+tCHn/EX+O/rmovXa/KLwVszc0t7lsTJ060SZNPzdseZzlbFDNXFajQTHOWhyre5FtfX+8CsGBlkt+jTm3+TjzxRLtn/t2xNp4K5TJpNynv36xZ5d6DXbt2unXWfXMRtLnWgltWW/m2F2NhiwI2X0nm2jEOGmEKaRReKRRTmKXKqPjD769Wsf1F6zjseFcdpTBJQVk6bRo1Fj1HlWjaS01hnYKfsrY9WbW0zOU7ELxXrgI33VNz3/PEdTb39ZNciJ3q/dD6+z3b9HPe2NiYVoCtZ5Tt+g/XLrJt6nwXrCp007o1/6/n3NT0e1W39RZshmXaH/dVBdroEZWxR/92Y5vNXbjLPjq0wqZPHuS+vmj5Hiszs/u/dait39xunxlb7b6ucx9fs9fe3tlhn5tQa4MGlruvP7hsjynTPHfKQPf1dIO6/pg/z0QgKBBq4LbggcX27o4dds2V3f/1z53z77N16zfZ4Lo6m33D1XbkEaNYjYgIELhFZKGZZr8IELj1CzsPjYAAgVsEFpkp9psAgVu/0fPgEhcgcCvxBWZ6GQn41oW6SOGOgh4f5vjAS5UtAwfWutBN31cF26TJU1yQ5SvXFNS88sordsSRo+2IkcNTjkHh3M8WLohVXzU2brY1q1e50E4BnlpOzvjyRe4chT0jR4y0pUsf7W5NeflVVt/Q4O7vQqj3dtnqVd2Bmw//FEhlsq9ZsJJqwCsPW+XLS1zIkyq4cXtN1Q23sj3b3K/ai0qHKndUxaNqnmTXdw1r6LUCS/eSqXeXzeKHHnTzlP/lV3S3TvSHqpCGDhtmrS0ttnXrFtfCc41r59l0wLmpFseHd/4ctbT01YoZvViBk2VV+cIdLujRoRaOClk6hx+f0EHBmdZBFWcKaXzFm7+lgrnKtXeZHPcfMdndqy+tG/26+0qrdIK6vhpke10uAzffUvO2Xeda/THjkwZuwX0CM6lqU+VfzS++1N2e85gLXAha9dwc93OhNdVebVE8FLbdNH+X1Q0ss5PGVrsqtrkL37Ox9VX2NzOGxEhUpTbzH961qRNrbOmaZrv2wiE2etQAd+3okQNi56kyTofu89fnDrZBNd0BHAcCxSIQWuD2/ge77TvzbrdLLr7Ajht7rL208WVbtuIpF769+trrsd/XVHen2RylLUDgVtrry+z6V4DArX/9eXrpChC4le7aMrP+FyBw6/81YASlKUDgVprrmu9ZPb70URfqBFv+JRqDQhMFU/7XfI8z0fMUXGncGpdCNbVsnP5hO0JVVenrqmZZsWKZC7x85ZiuUyvDYMVb8P7aw629o9MGD0z9GZb/IN8HR6p4U1hWWzvQrrjyKpvzD991tx05cmSPsEjn+edr3zKFTDo0F+0ZVzuw1gWAur8P5VJ5q7pGQY32mFLYoj+7r33Y3rBj+PGuOid46PuV6++3ijdWu8BI4YX26moff6lV/XaOC5Vi92rfk/DxCvMUEimA6PjYpP8O6z4MpjpGn23768854FqthyoOx44df8D8fOtHXeQr0nywOf3c823E4SN6NdE7qvfBv9d6B3zg19f3Vj7Vz9yoPVSsddp8F2a2f2pWysDR7/u17+SbratqcPf1Zs513ymz3T5tHfVnuSAnKkcuAzeZDfynk+22HZ+3+k8enzRw82F8pmGbwtCKbb+3/Q3nxNpsak2tus6sbU+fwtFiXef/t7bFtYtUdZpzryl3lWi/fr7F3t7V4f688FuHHhCW6ft3LHm/x7QVrAWDuWI1YdwIeIFQA7fb7vqJzbpkhqtkU7WbDv35T29ucX++/uqv2ZCDuv9LGY7SFiBwK+31ZXb9K0Dg1r/+PL10BQjcSndtmVn/CxC49f8aMILSFCBwK811DXNWqipauHCBCzpGjBhhmzZuMLUxVKhz4YUX9WhZqFBK33u9cbNrbThy1EibNvVMd72CrGAFWZhjDt5bH5yr6kuBlA4FUgqmNB6FMsEWkApdVFmmcfrqpmBbR12T7Eg3cJPnQw8usrfearLPTppiCi/nzJ0XCy8VLCnki99/TNVXanOoPeM0Ph3au0xzyaTloYKuitefcOFYd2Val2spqMortTJUCOf3+FI4Vrav+3vBfb9cNVRV9x5JqmrTofaEvqWhgqZEFVM1K66Mna9r9PzOQxqsfM82F0ZY1SCzfXutZcbyjF4PH45orzUFZTrkPPvmm9zv9a4qOEl1LLz/Pmttbc2oIk73U5hSsWWNq2aqeHONDXhlcWz/tfIdm10FYPuEa/vcqlGW2ndMe6659aoalNY+bRkBFvjJuQ7cahdPs3/ceoodXj/OFMgmOvRzqL8r4qspVblW8cYa9zMRPLRGVc/Odeuz7+Rv9Xm9C3wpEg5P1WZ7W7rso8PKbUNju/3n1nZ7fet+U1WbgjK1kRzXUBlrJ6mvX33bDve9ZCHanPt3ubaRJ42tscdX77XZlx5MFVsxvhyMOalAaIFba1ubayF55rTT7c8+NuqAarcHFj1st9x0HYFbRF5OAreILDTT7BcBArd+YeehERAgcIvAIjPFfhMgcOs3eh5c4gIEbiW+wEmmp/Cht2o0XapwSaGOCynqG1zwo1DKBzz6uu6j/cG0n5EP0HSd9jrSB9S+Wku/btq0MXYvhR66X6KKkRfWPu/OU4CUy0PzVsWY9v4aOap7yxKNVc/zVW4KtoKH26dt9SqbeemstMz8takCt6rn5lr7xKtjlU2+yk0B3uj6hti+canm7q/RuFX9VlNTY1++6OK0xzjg5SVW+crDLiBSWKBgTXuIdQ4/wf0a35ZQVUDxx74J11hHw9k9KrR03/I9b6VVcaVnu3Dtw6P87RetrG23a6GowKrjiClubzHtJ5ZoTJm+G8HKt2R76/l3RL+qglD7vqU6FLiU7dxsFdqL7e0XY60iFYbpex1HTLLOYZ/4MCCrs5YZKzIddsLzFXjKz4eiOblpkdwk14Gbgt87/nCwe+fjAzVP4tuUzphxUQ+lYBhtlYOt6pkbrXP4p1ww3VVV56oQfYvVIuFNe5gKyn63oc3G1VeZQrb/bGq315v22/adHbF7qGqtfuQAG9dQ5VpHBvdsS/tBnIhABARCC9xkp0q2ObfeZbv37LGpp0121W2+1eSYY452f+aIhgCBWzTWmVn2jwCBW/+489TSFyBwK/01Zob9J0Dg1n/2PLm0BQjcSnt9g7NTqDRi5EhbvuxJF46pXaHfc0zhgtoSKlTToaq0TZs22NYtW11lUPBQCDZxwoluj6xghZfCNrVgVHXV888/70KglpYWmzRpciy0UHjVuPm1WBWJKo4UfikoUvCl8ehr/pm6l76utoCpqsnSWUVfmac5zf7Wt2PBlAsVd+5089GR7XP8WHzgdlDnTqv55Vc/DKbqrGzvNtO+Wy7QattjrV/8V9v6zgfOTkcmLetUdVM/uuGAtUjl4Sqwtq9zFWodhx1v7ROvSSsQ0JgVHJWp8kzVaNV1Kfd1S2dNkp0T3EfO73fl97/K5r4KKbc2bXX7uanyLVE1k0xVIaegTe9fqmA6vspPe9WpPWZ38HKDtR83y/Yfe6EbsgsX1XJT3+fISiCMwO0n6wdZ88CPJQ3c1F5Uf/dNm3amC1JV1aafn+rn5rgqTf/zrIo2/Yzrz75KNKvJFtDF2k9tT3OXPbRijwvYgsHaR4dW2OgRCtaqXbCmc3UQsBXQAjKUghYINXAr6JkzuLwKELjllZuHRUyAwC1iC8508yZA4JY3ah4UQQECtwguOlPOiwCBW16Y+/UhChC0H5iqe3x4UFtbYy0trS5QUFCmIEyHWvA1NDT0qALTOWoHqVBKLSFTBRDaV0yHQjaFGT44S3aNxrZ61Sp3jd8fSwGY9s1SKKJj165dbly+NWAqzOB+ZXq2D/F0jVpDbt682e1vls6eZtkumgK3rp3/YcNWXfdha8Q9bj80d+zb4wIYtWHsGH6C7Tt5tslOgWN8hV224/DX+5BAAZaqxXS0nTE/tNAsV+PWfaqfucFVDGnfM80jUcWQ2y/ukIa0wkMFyr9Zs8q1Dw0evrpt8pQpSffy0vMHvPywdQ0abqpUTFTlp3sqXMtFVV4uHUvlXrkO3BScLn/2JXu16xNJAzf9fPowvOaXl7j1VaCmlqwKg1WVqfV2++p9uM+e9jzU3ofFcGzYvM9VoSU7Hlyxx7QHm0I2hWvTJw9ywZq/7rBhFcUwTcaIQMEKELgV7NKU1sAI3EprPZlNYQkQuBXWejCa0hEgcCudtWQmhSdA4FZ4a8KISkOAwK001jHZLPxeVvq+Qi8FCfrajBkXW+Prm13YpZBBAZn2NdM5Y8eNc1VoN8++JXQcBWSLFy+y+oajXFtHBU6qIgnuQabKLwVnCvv8ob3idL7GqsNX6qkKRXutnXHmWXbP/Lvd3FS55vc5i98HLdkEFYapSqV8T5Ptrz/HnaYP2HXE70Wm6ha1E9SeTf4cfci+v2a4VW1d40K2ttO+f0AQpOBGe3qpZaJCG18JFRyT7tk5/PjYtQp4Og/7lHVVHeRaFaY6FAB0jJrkKm0UCmicqlJTSKCAL1lwFfqi9+EBCkQ0h32fmW1Vv51jLef9InYXzaPypftNrSy1Nunsj6b3Se9KfJCrIE5tToMVkPHDVZiidVHot/+TF7iWjhz5Fehr4OYDIwVLCo18SKT3a8XTz9orlSf0GrgdXfaqC1r9oeC19fMPWMUbq12Qrp/jqrV32P6Gc4oizNY8Hly+xxSo6VBF2rwrh/bYH23uwl32241tdtKYavvciQPtM2Or87vgPA2BCAiEGrj5fdzWrd9kg+vqbPYNV9thH/2I29tt/LgxdtbUUyNAzBQlQODGe4BAeAIEbuHZcudoCxC4RXv9mX24AgRu4fpy9+gKELiV7torVHAtHqdMsQkTTkzYKlGBlKq+VD228P77YnusqYVjMPQKW0ljVUVbohZ/GqPaYCoQVBjngzlV5qn9o6rvNFbtEbdkyUNuqKpg27ljR4/9t4YePLTX/bgUpFS9cGd39Zk+l6gcbC0zlrtwSnszuSqqod1VamqvqADL/V5fq6qzsp2v2f5PfthCsOkFs317rf2s+SmrrvThfEXjk661pK/cUnBX+dICF+z4Voo+6PFroVBv36n/HeQpNNg/+myz6jqrenauu9bPwYVrg4abWh62nXpr2MuZ8/vLXcGknH2o6SrLjphsNSuv0gdI1n7shTZAoef2dS6QC+5Bp3WqeHONtZ36/djYtCeX3hO1CNTR2LjZlj72qGu7Gtyny70L1XWu/afWwFU2HXOBWfuetNtx5hwk4jfMNHDTXmM/XbrbVWMpaHt7V4dNnzTQ/urcg5yk3q9f/9P37JVBU2KBm9/bUX/P6J1QEKvAfvTG77m/H7qqBrtf3f6Cag9bQIeq0BQufm5ibSxUTDa8Oxa/b79e22J/Nf0g++iwCntw+W57e2enjW+otMumH+T2ZFPgdu2FQ+wvTqwtoFkyFARKSyDUwG3BA4ttxIjhdtrkz9hPFy6yL5wzzY48YpS9tPFlW7biKbvmysuspjr8JF3jWPl097+c6Ljk4gt6hH1+X7mmt7a779/0zW/YcWOPjZ3/5Mpn7IFFD7s/Hz9+TN7GXUqvGoFbKa0mcyk0AQK3QlsRxlMqAgRupbKSzKMQBQjcCnFVGFMpCBC4lcIqds9BHwjrg2HfenHx4getaevWtFsU+vBN7SXPPfe8lK0jc6WmcKTzsPRarmlcanepyjV9CK6qvLVr17rQTR+O61DFW0tzswsO1ZbShymJxqtn63ABTleXC9Cqn77RuoY1uCqwjsNOMLWO04fpZXu2KX5zAYuCMAVX5Ttfs30Tr3UhkP/A3X0Q/+GH734Pt8EDU3+GpTCsdvEZtu/km101ncKhyrV3uZDPt6xTsKQATYGR7q/faxz6s76nuWgvKYVC7qga5PYP6xo0wipfuMP2H3tBrFIvV2uXz/tojdxaVNZZR/3Zbr46fOipUNSHlb7dn2/np6BOgYoO76XfK2DWMfPSy1xLVbUc1RGsetMaaP89ufrQsu20W4umcimfa5TPZyUK3BQyKUhTqPafTe02VnuJjam2uQvfMwVuHx8xwP7my0NcBZequXTevCu69230gds6O95mXHyJq5gNvhPa21KB7D/+7SXdFakn32wdH5vs/l6Ir3jNp0PwWdpT7XcbW11Atre5y81ZoeJJ42psb0uX+54CuNEjB7i2kI+vbrbfbmhze60FwzT9eenqZvv18y1WP3KArd/cbn8xsSYWTvbX/HguAqUuEFrgphDrtrt+YrMumeGq2oKB25/e3GIKwa6/+ms25KDBoRqrym7R4kftS+ed456lZ8+59S676uszXajmq/B8xZ2+f8c9C+zaK2bFwkGFbbfcdJ27XuPWoXlxpC9A4JayTku5AAAgAElEQVS+FWcikKkAgVumYpyPQHoCBG7pOXEWAn0RIHDrixrXINC7AIFb70b9dYYCMFWo6VAIoEBNFV5r1qyysWPH28aN6933xowZZyNHjLR7773b/VnVaa83bnaVawqdwqhUU7VQ5/BPuZDDVYU9O9d9AN0x+uzYnkUKnyq2rzNVXgUrxto/NcsqX14S+1p8NZLmkKrdoVyef/55O/HEE13Qpv8pgPMVKArgtm7Z6lpJ6vfxh1oT9hxTnZW1dwdVCnRav/iLHpVmVc/OcaFcMNRJ551IN3DTvbSvWtm+3S5AUpCmsEzVagrXah853z3Ofe3D9pb6s9vXzAWB/93uUgGdrinFNofBd0IByYBXFlv5tnWuZaf2dgseLpyrrrOytj1u7RS0uWrE9j22f9xlbq+35U8/a2ppevkVV7mfHbUdra2tjVU46XnVy69y1ytU8bYKODn6R0Chko6Ojk575Y026+yocOGa2h36Q8Ha9p2d1tza6b6kP//19IN67E+m81W1teDmj8QqwJ7+wf+wJ7aNNIVreie0v6T+TtGh6lntJXn3abvcz6net3xWtf1uY5ttaGxzVWg6VL2mQE3h2ts7O1yApmNgTbmdO2Wg+70CRe/lvyeTQTXlVjewzAbWlNn0SYPsM+Ore7SP9I4K3HybyR9985CE5/TPW8BTEShNgX4J3PJd4RZcukQBWzD8i/++r9Lz7S819mAAV5qvRe5nReCWe1PuiIAXIHDjXUAgHAECt3BcuSsCEiBw4z1AIBwBArdwXLO5qyor9L/Wlhb3a/BQ5YXCpUSH9l+rr6931V06TxVg48aPP6BSTQFCV93wlG0O/f1d9de+7tCirG23C6bKt70Ya+unwM1XYpXveau7nd+M5Tbgjw+7UEuHKtjU7k+hm8Iu/erCuSMmuxZ9CpEUZug8fa9y/f1uP6Tu+55jZXub3N5dqT7gVginkE0tApMdwXaRep72WlKQoufoeWoRp2fEV6zo+wNefjjjECuTwE1jk4UOBWvBwEzhktpHxh+y8hV4+06ZbeU7/8O5+kqvbN7BYro2WFXox6393NQaVGsZqwr8sC2lfDrqz7IXaz/nqtoUUD++9FG7/PKrYu+P9r8bsPkJF65Q0Za/t0HVVb/b0GYfHznAVaIpVPrPrftdxZV+H3+oPeToEQPspLE1LjjT3mw6FDbtae1yYdRJY6sTtlW8dM47rkXiRdPq3DWJAjftdzls2CGuuk3HPZ963rWQDLuqLVitp6o9tXzUIZNBA8vc/BQkfmZcjQvCZDB61IAeoZi7x86OHl//x8Xvu2u1B5vMvFf+VpgnIYBAMoHQAjc9UK0Y12/YZF+/7Cv28wf/xbWUPHjIEPvOvNtt6ulT+mUPN98+Um0lVeGWKEDzVWwXzzjvgP3m4ivgeLXSEyBwS8+JsxDoiwCBW1/UuAaB3gUI3Ho34gwE+ipA4NZXOa5DILUAgVthvSF+3zUFSDoUAuzcucNGjhrl9pfSB79+fzXfArJx82uu4q12YK0L11SZoao2hW7BQ63QOkafYwojVBml9ogKnvyhMMz/WfuKKXTwhyq/VEmkQx82q6Wi2hWW7foP6xr6CRcI+daIOkfnu5aGHwZYwbAsvlKpSpVa7Xu6AzW1RKwaZPsbznHhm0I87Yum76liSc/UXmS6t99bKxgwKbTqGH6C22Or6rm5LoTS4ff9ClaOhb3ymQRuGkvNiiuts+5w23fy7LSHJstu73A7QaU9oAI5sXsPvPtMQWTP9+MGt5ebDrWcXPTMy7E9AbU/l45g+BlsQVkgU8vZMFTl9Z9b223QwHIbV1/pwpxUhwKvDY3doZdaFebq0H3V8lDHTx/b7YI1hWd7mrtcu0NVbY2vr7TpkwfFwqNM93BLNFZVb6lS7OaZB3dXfa252p5o+qit39Jqc+bOc3+PqgJSbWkXLlxg+vt2/ilvWMv5j+Rq6rH7aJ4ag2v1uGavCxh1KFCUxecmdO+d9vZ7Hfb6lu41mH3p0IzH4Z+T8YVcgAACoQuEGrhp9Aq05v3wRz0mEr9HWuizDDwgviVkomq7+MDtzGmnx/Z0iw/cdr2/N5/DL+pndXR2WUV5WVHPgcEjUIgCnV1dpp+ssjJ+vgpxfRhT8Qp0dWl3jy4r52ereBeRkResAP9eWLBLUzADe/XVP9r77+2yE//8lIIZUzEMpLOzy/07If/o6r/VamtrterqGjeAP/3X6/bPP19g//Mrs+yNP/2XTZpyemxg27e/5c47+OD0P2it/KDRBr6x0qrf/YPp952Vg6y8fa+1Hn6y1bz1nLUdepy1H9RgA99YbuX799iu47/pnjd03Q/t/bFft5bhp1jHwOFp4+gele812v6Bh6V9XUXzNqve8ZINaH7bqt79g70/7gprP6g+9syBby5339N53eeud9/XfPRr+5AG2z/wo1b1/utWteMPbn4as8KofR/Ob9+Q0e7cTOaS9qSTnMi/F2YrmPvr9f4MaN5udf/5iFW+/7r9adJP7eHF/2zTzjzHDjvscPcz8NFnLreW4Sdb26HjrXV48f/zpLmty9b8od21EPzIweX2znud9sp/ddgLr+y3Q4eW2TvvdVldTZndfvWgA8B17qDaMvvpY632wqv7rbam+/MDnX/oweXu98cc2f2rjkOHlLt/lug8naND99D/dLy5rdP2tpk1t3TZn7Z3t0EMHrruby6ose/9vMU+Nrzcrr2g1o05/nA/W11dVp7F54Ua03V3dX8+e8yRFfaPDd+y/2g+1O797R67+dtzbcXyJ2z7trfsf11ymTvn8F+dZ7uP+Z+2Z/QX+/xi+rXY29plk46rtO4/73fr8z/PrLY1L+23l/9rvxvPzZfkLtTs84BL6MKhQw58v0toekylBARCD9wKyUhB2rs7dtg1V15mNdXdG91mW+GmDws4ehfQPzzf391iBx/EP2R61+IMBDITaGlpt7IKs5qq1P8VW2Z35WwEENB/yax/ftXWdLcz4UAAgdwJvPf+Xhty0CBCgdyRltydbvnW37v/Av07//C9A1roldxkczihD/a02KCB1VZRfuCHmjl8DLdKIvCbNavs3x5/zD49YaJ9dtIUa9q61f7l4Yfs1h/8Y9ZmqvIZuPIb1qWKsVGTXRvJfcdc6Kq99HtVudW8cIeVte+19tFnWeXrT8YqwfaNn2Vt4y7Negxh3KD6hTut6tWHTWPUUbHt91a2d5uV791mbZ++2vYf9v/ZOxfoKKur/T9JJslMLkAGhZCAShJUTALFEgSV4BW81aD2L4j9iojaIlRRehFB/VSo9qtUtCBtFai9IKFVifUCCIqhKhKqQoLYkkQrJASUBMhlcpvMfz17fIckhGRyeZPJzD5rdZHMnPecs599gnR+efY+H+G5KyXmuoQTDj4zztLamjW1dah3uhBp038Xdrf2be1HGBv56vdRO+J2+ZngoJvSun2xOCerrv1jr3UNvpBVjgtSwpGaGIYtOdVY+Vo5ImxB+LrsBOC6INn9/vfGR0ifr4W/KxMN+BqfzSuoRW5+nTjMBthDQMB175Q+8j5f+8c2B3LzT/RN47OESF8U17coPcsfRlqDEGkLRkK8+zOIswZZBOZxJMRbUFhUj4ExIbJfW06seqcTVdV16BPp/kWFjg5qlVdYK+f+5ZhXEOP4J57JHSB///5+xTLpA3lb/w/gHHg+wnavRNUVy+AceHJ5V2/3fzbzGD7Mc/ehG5sShnd2VktpSKPn3OkxIXjwtr5tug293U/nnVBAzRx6G3xdgYABbi3BNiaHjjXt4Wb+NdWSkuZrrDsErgJaUjJwc6+Rm6uAlpQ0V19dPbAV0JKSgZ1/Rk+YxnJ5LQ32uWIvnpiYGKSNuQAsy9dSSb2uVlH6urjQat+ort6zq9fTkpJdraj367EX22+W/Bqj08YIaOOIi4+Ho6oKM253uyosBW+wLoWn1CNBQVBpvsAB9khjbzSERsF5xniEvb9YSi/yA+Gg2gopHclRM2mZ1/DA3autosWeYd5HZv5MnrNxHyXqEnwk36fO3d6Skuarpjs0ViB86y/cPx+X/KpJGcnaCxdI78CeHiz5yN5cLCno7WB/rvkrSptMZ/nHOyf3kddYsrCl9Z5ffxxZ29xlDI0xd0pfbM+rRmpSOK4Y4+4V1togJPvD+nJkpEegssol4Kw9Z/c2Rs7ripKSxn4896JVR3FB6GZ817UGz/z7LCkpufr553B2RCm+F/au9Jc0+lN2pHwr87I08xjKq1y475a+2LKjCtv31Ei5zHWLB0gZTeprll7t0VbnqgKqQM8oYBpwM3qlJZ97DmZOn9oz0X27a/Myko0PU11T06RPW/OSkc0dcK2t1aNB+vjmCtx8PEF6vF6tgAK3Xp0+PbwPK6DAzYeTo0fr9QoocOv1Kex0AARqHOxLRUBht9s9a65e9YJ8zT5XmzZu8LzOuUZfnpYOQDBHkNe815U3h2VvlxUrlgkEvHv2nA6t4c0+HZnDuMrKSlFWWoqU1NRWHX8K3NpWmHek6EBRu8Aqn1n0+GOIHxyPGTNmnpQD433mZ+rUadIriPeJY8r3b8AFCX1g2Z+NkPw3pTQihwGYjH5k7JPG3meNB+eIgy00Cg2xo1A38o4mYKrtaHVGVymgwK2rlDRnHQJry2frUHvJkwjb+gAaYr+DBvvZqPvWOWnOrqdedXtejQCuQ9860QhpOJ6YZUdqUusuSQKb7bk12LLTIX2/pk2M8myUMJjustZhGff6Q9ZxLJwRA/Y2Yz83gjNfHV0J3BgjY6YGD34nE4++/G/pnfn2+j/hHNdeXBvr/mUIjqr/+aBFSU7lyCPgfCHrOAhPL0+z4a7J0Z5ebYdLnYiMCFI3m69eMj2XKtDNCpgG3BhH8/5to0YkNynn2B2xGuCv+OChJts1PkvzOc17zL319la8+Fd3g+GeiKE7dDJ7DwVuZius6weyAgrcAjn7GruZCihwM1NdXTvQFVDgFtg3IDv7PbyW9apALcKktLQ0jE+/BDtzdiB9wgQsXDAfU6bcgtQRIwRyEGKkpKSK6+3BBQ83gXOGktu2ZSNnx0egy+hUc1pTfe3aNcjLzRVgd9uMmbIfB4Ef9+8IxOuqLFMPnotj4qSrMHHiVadcOtCBG+8T74DNahNI2RxQ8n3ePbooG98TOtNsEW7HZdroMUhITJJ7xntFp+W2be/BUeXwuC2Zh8aDz3MQ1hrOTZ6j6MABXBT0ISyfr4MrMhb1SdeiYcD5CD78MUJKPpZyd7Vpc+Ecki4ON74XVFkMV2QcXOFRAtfoinOFRcscHT2ngAK3ntPem50JssPffUCcS/y5aY8T1Jv1W5tDuPPatkpUVLtbzhC+EM6wvOC4VCsKD9TJ65ERwQLSCL8IhQjO5t7SF+NS3C1vOJ7POo6s7Cp5dkRiGMamWNsEdC2dzYBGbZVz7GzsXfF8VwM36kcdN05/A/e+mIuMyTdiZ/abGNn3KK78/o8Q9sHjUra2JeBG2Ln0peN4YnaM5IfgdIA9GIUH6vF8VrmUzbxvat8O5aQrtNI1VAFVoHcoYCpway5BY3AVN2ggHpl/P/r2ie4dSukpO6WAArdOyacPqwKtKqDATS+IKmCOAgrczNFVV1UFqIACt8C9BwQehBMEFiwTSdBF0MbvCbcSk5LEfbR4/j3i9mlcZo7gKSNjspSZbDyMUn6JiUkoKioSF9KUKdNaBHMtKc8z/XLxYwL5CFgIWqbeMk3OQZcSHXh0LXXHYCwcBHx0SW16e4P8yd/Qz8p6VQCSAjd3Jhq7EqmLPcaOTZtOOCI5pzE8JejlHTPKmRLuUkt+z7vFYcAywylp5MNwPhYV7EHm+jc9d4Lz8vPzm8BgQjR+mMuyZfza9upNcA4Zj9qLFnpdCrI77pru0T4FejtwI3h5fn25OKaGxoc2gTyNlSBw+KKoHimJYU1K4hEqsT9YS+OL4joMjQuVfl5jG8Gj9incNbMJrusTrpFyrGYPA87wTwOuGXtSBzrLmo+n1x7DlhwHWBqSo3npR5YlvCsjGleMabnkstkx9cT6XQ3cjFKcWXfuxC+e3+wJ6daRFoz64VOthnjPkiNSEpIQlL3Y+DVLQxK+DYgJxsLbY3pCIt1TFVAFepkC3QrcWI7x7Xez3f8HQoFbL7sqnTuuArfO6adPqwKtKaDATe+HKmCOAgrczNFVV1UFqIACt8C9B3ShZWa+hKeWLBURDGhCyEWoQcBBwDUj/GWgpkJcCgZ0Y6lJW0TESfAra/0r4lhasPAReZ7z6Jgj0Gs+6G4qKi5CRsYNHtcaIQ3Pxee5ztqX1ngcZY2fN85sVvZ49ueWL/MAQ56LvcAMyMa4qqurMevuOac8QiA43KgTIe2OHTsEjiYmJgooNcb48elwVFdLCU5xuaWkSl4JVjlu/95YHC3ciTcLQrHwoYexccNb8vzky9LQP7wOw6+4Te7Dzp05KC09IoC3f91+XFy7Qe7kv866H6v+9pY45Ary98l9jhsUi59flwBL/htSApKD95YuteDyg3Dc+IpZ10bX7SYFWgNuBChjU8PbLPXXHUclWFv60jGP24p7GuUMCXMS4y0ecJa5eIDnzIyBziAChuaD4MiASlG2lssZVjga8EVxvZQ/bF4yka6g3II6HC4lyAs/JezrDn283YM6cjQu30g4VlnVgNxCN3ik6yk1keUaI9vleGKPtWlXRcna1JU90mS94nrpldbY8ebteXvzvK4GbtTi5gWH8eCVhfjLP9Z6pJkzaSjOmnjvSVIZkI33tuBAvQBP9mjjYAnQx1cfRVV1AxbMiAm43PTme6VnVwV6UgFTgVtjRxuD1HKMPZnqnt1bgVvP6q+7+7cCCtz8O78aXc8poMCt57TXnf1fAQVu/p/jliI04BrdWz+9fbJMIZRY8Zy719XEy9OBkAgMOPw2Bnz1Klz2YUBthZTSo9vtneJobPhoHxYtfkLgieGMozvt4vETMGHc+eIgomuOoIXuJbrejEEwZ4AZwj2CLJYPXL16pcdxx7k8T0FBvoA/vk9AR1BnJnAztGH5wrKyMhAa5eTkNHH0EcCx7GXG5BuaxNVYa38HbgaUJGhj/kYMCoX99FhUhA1C5to1KD18AA9MGoiIinzUFuUiy3Ybio5UiXOS4O3gng8wuui3ItmiwgvgcFoEro4dUIkfxu3x3EmCMueQCUBolJSoY1nH+nNvFpgWVJqPhfvGIe2CsZIPm82GsacdxYUN2XAmXiNlI+lsC9/6gJSRrL3wIThjRwXmD70fRU3gtiu/Buuzm7q8CEsITQw304IZ/Zo4w7pLgs07HPhoT7X0lyJYmzzhRM8ugp2EOIunxxTPS8jQfNB1RacaSx9GWYPk7azsSulDdldGnzah0qJVZdi+p6bFkHmmgfZgHC5tAEGfLw5CNpZ83LzTITDNgG48KzUkFiOwjLQGeXJ85+Q+vhhKrzqTGcBt/nOluOSs/fjyo2exr8JdWa0l4Nb8zt6Z0cdT8pM/C4SfBNbe9M7rVaLrYVUBVcBUBUwDbkZftORzz8HM6VNNDUIX930FFLj5fo70hL1XAQVuvTd3enLfVkCBm2/nR0/XuxVQ4Na789eR0xOQZWauAT+x/MmkoQjNeRbsuUOYxnJ7DfazEfb+ItRc8iSsr9+G+vNuRv3wm2H9x3TZjj2syg59hYc+GynwxBpuxZ49eeJiY6lAuo0GlH2I4EOf4n3LFeI64uD7BGd0OLGcIMtGZmWtF8hiwC3CNzqdooreQUjhm/jdV6nY89nnAvZs9UdRdLxBymCyPCF7eTV2x3VEi+bPECIxBrrZ7p/3M3HoMTYOnoHnI8B5+/W/Y0NOgbzeUp86rnHGWUkYHD8IlpCWXShdcd6eWsO4Q47KCvxsykUCwUL2n3C2EWqFlLj7N7Gco7wXFATnQHdfNL7HUZ94jczZueVl/OWLONx6wWk4v2oTQpNvhCvc/cFscOl/ELJ/G1yhUQJ+nbHno27ETLmz4Rvn4O/7bNhdOQilZWW4c5QTo1z/Qu3oe1E/fIpHHu6noK2nbot7XwKTzTnVyMuvwe78OkRFBGHlgtPlPfbYoiOrsOiEo+twmVPgkgHRDHdTY/DCkoyEVwmDT5QLNJxKH+bWgJiK/Z9aKifYXA2egeXqvBmNoR7ns7xjpcOF7XnV4L4849jkcOn5NW5E2267xs4qrkdnVUtn6YoeYAQWXJ9rEfRRm+vHR/hU2UQCS/boMqDa5aNtHj3oPKM7z3CleZMvneO9AmYAN4K0ymoXzvpmAfYdc/fImz1lEoaOudrzdwNLrPLniD83hGt0LrI/mw5VQBVQBTqrgGnArbMH0+f9SwEFbv6VT43GtxRQ4OZb+dDT+I8CCtz8J5caie8poMDN93Ji1okItlgm0eiFtXDO/yDunz9xQ49voQjBRn3itQJQpO+Oy4Xq770objU6igR6RA2Cbe1ELPz8fJSVVzc5blzsADxwkUue5zjcdxQ+DL4UG9/9p3xPNxRhjdGLjUCLLjL2jfvj6pXy+g/S+iLsg8Uyf0/SPHwTMlhKCYa/PRv1507BfUtfEfDFeAjtmveR66h+hIBG37HrM24QQMg9XlrzV8QPHiwuPevr0z1lCo8Pn4FfbSiWkpl0bNHJx7511Q6HQDs+m5ycghm339HRI3Xbc8wJz89Bl5jDQQhqb7H3HudSJ7oab0qqwuVRbiBJ1xkdZQRkzB/vimPqJnmPkDJ0byaCKg8K0DVKkxLychi68hn2VzNel2frymUO72Dzwfeq/nS9wF9biBNLUv8l0Ljmkl91m3a+sJEAG4e7FB7/ZNlAggmjN1V3nZEQp7CIQMT5LURz9xNjeTh+oM5z8gN1ArI1Gys8EIWwi4MArTFocjvBgmWNLTuqkJrEXlwW1NbVo76hARckR50yNK45c/HXsl5jsEeQRzBGMMf3Lk+zYenaY9ic45C1xIE22IKFM/p5ShiyvGOULUhKQ75Gl1mpU0BVZESQp0Qkn01NDAPh0OGjTnHmNC6B2F05aM8+jGPR6jKwNOXC2/th845qOXfzwXnMrTfgsj37N55LELhlp8MDLOluumKM1ec17Gi8vvqcGcBtzaYK+Tk5q/RRHCgHBlsrMHXabeh7zniRgU7QxavL5OfnzsnRpt4zX9Vdz6UKqALmKaDAzTxtdeVGCihw0+ugCpingAI387TVlQNbAQVugZ1/jd5cBRS4mauvL61OSEKoRHfYaZYKDN37lAA1o6cV4YVt7SQ5MuEJ6twlJBvDDyOesA8WIbh0Hx76NEGAGQGVzWpFeuHDcNmTBOIFVZYgdNdK1F64AI++tBM2W4TAtvQJEwRm0bFWVpyPfmePd5el3LkDYwdUIDb3N+JQIqBBbSWcSdcIsKFLitBlds5w6fnmcFQJbCMI6+zg/iyHycFYLkmNQ8hX2RIHASMBogEB6fzj2QiN/lZ0BgoKCjy9y3guA2iOGHk+du/62OOM6+wZzXy+sZPPgJmEn5Mn3+Dp58fYOH7z1JMoPliCYX1rMDflUItlGiVXUYM8YK2ts9OBFrb1F6iZtNzrZ4w1Cev+sssJe98oXDbnd21t1WveJ+QgHDJ6fiXEh2JonEWcYSy1RzeIAYlOFVRLfY74HGEcwZe3ji6u39wBZsA1Aj4603jWxufhh+cc3I+DZQyfbOQ243rGB/F0sjTvNdZaolrr4db4Oe7xkyVHpKTj2JRwzF9Op427HxjPx7MRivE1Ah7jvfXvVeHCVLcTp3FMjOHKNKsAQEI15obnbuzA6jUX7NuDGrDD6A13RZpNnHm8ay9kHRc3oqELS/rdkdHnpHvTEecdn8l6r0ruDSEtYSxzwr1Tk0IVuvTQRTITuD2d9JCUBeaouXK5x3XMPnr8O+mJu+09FLVuqwqoAv6sgKnAzSgrWXzw0Ekaxg0aiEfm34++fU7+jTF/FjxQY1PgFqiZ17i7QwEFbt2hsu4RiAoocAvErGvM3aWAArfuUrpn92EZx7UvrUHS6RbcNcaKkEMfiwOJzrbatLlNDielAPsntegoMibS7UbQkVl1BWx9T8d1UTul7CShVOMP0sK3/gJBFSX4b8wlsJ6WhG9CBkkZSvbUMkoQ0lEnveEqimEhqAmLEoeSUTKQexFucX1LwZv46LP9CLliMba9uwnWyL5d4iCjI21b9lZZK/70PlKqkPtyEBiG7l4F58BRcCZcKx8ShuUslQ8OP+53I1a9+q7Hucf57Plmi4jAmLHpWPTog5g1a47E3J2Dfe/25OVK+c4Yu/tDTJ6jpWHAxttvuBT5X5UgJ68A1rBgcS/SQcjBsqD8OjFpmIDJEX3KcOmgYxh6+Z3iiOyKYeS5vWuJe273Sunx1vwut3etzs43yvW1BrKM3lR0S1VWNQhwYOlEDqN8YuNzGK4vA1wZ7xGIZIyP9MCPxsCKe6zZUCElHOlY4nkMwNV4bcKmEUnucoyHShvEsUXgwXM1Wc/hwtMvHZN5dH8ZELDxWeiS4rMtuZKMkoktQbWOwBpvgRvPx/KESzOPuZ1r8RZxchnOM37QTwcdYVxj9xbP+8ByOr+CwL5gLIPJEoYcvu5aa+8dNpyAhInjUsMFnrK8J+9MeZULt06KElchx9Nrj4mD8s6MaFaIlf5qxl0g3OVd8kYf5pzwkzpz3xGJdEGGt+iua288Or9zCpgF3LbkOPD7lIfR5/guOSD/nfDnXcOQMSFCSpvSaTpt4qkdq52LSp9WBVSBQFbAVOC28sW1oq32cAvkK+aOXYGb3gFVwDwFFLiZp62uHNgKKHAL7Pxr9OYqoMDNXH19YfWcHR8JMElPHoSM4Ddg7XOa9GGrmbSsVajW1tnpciMAazyal/MjVCNcMwaBCJ1xIV+9h7qRM+V5A2wZJQPrRt7u6b9FsBVS8OaJ0oTfuvAIeTZu34vPg5Mxa+78to7a5vuESMlnJ2CK7WUEWUsAACAASURBVG2ZS4hTf94UWD7LRFBdhcDJ6pte9uhl2ZuJsJ3PyNx5ey+Go6ZWnIM5H72P9AlX4Jy6f6GqIRzL3vwMKSPP7xIX3qmCYOnKqiqHp/zj2rVrpNwjHWkpqakCPDe+/6kH/BkOPMOxRtj4z02vYNE5OThSG47+YTWy1dNfno/wwaNgtdlkvcQhA5F8/oV4+42X8evxx1qEtW0K7WcTDBfaolVHPS4ghkiX0PXpEQLQCMq+KK7DLZOikFtQB0IeYxCaDWQfskY9yOieirKy+xhOcn0RbkipyBbK/jWXllDj6TXHpHeSAetYYvL6dDekI+zIzef/3PnmGbh+c7BnrMsPxAmlON8o7Uj45g1g6eq0twe4cW866QgRCc90nKwA7wIH7wXzSdcb7+yAfiEn9Xbj/c3aViXz6ZK8fEyElOik65LuS7rU5p6i95aA4I0VYIlO3v2FM2JML1Wp+W6fAmYAN94vAntC+Sd/WIPyXa/jL/uvwes57pKuhHFPzLK3y+Xavqh0tiqgCgSyAqYBN7rbljz7e4FtZw4ZHMgaa+wK3PQOqAKmKqDAzVR5dfEAVkCBWwAnX0M3XQEFbqZL3G0b0KnEHmkchDA7duwQUELAkhofgVmnb4UrMlZ6snG01BOrvYely41wynmGuxdX7YULW1yCPd84CK84DBccgRyfb4g9H+EbZ6MhdhRqR8919487xYj484XyzhtfD8WnjiG4b8GT7T32SfN/Om8u5ibtxdlR5QLX6tLu9cRk2btOHHbNS2uKA+/dB/Dnz6z4aL8TP//eMAwOK0PIoU8kJo4/HTgbX/cdjVl3t+wu8+bgzCVHfn6+9IprPJhb9r5LSEzC1KnT5K0Vv12CYf2B6/rs9sDMuz8dA3ufCEyZOhWvvfoyir4+JqUiWdqTpUYvPb0E18152qM7z//vP8/BH/KHeLazWdz93c4OP4j/99Pfdsn98SZ+X5zDD5Cfzyr3uHvoQmNZxNxCd4lCAggDXPG9CocLVd+WMiT06inw442bjLCFpQONwWc+3F1zEnjpyby0F7j15Fn9cW+CWbohG7sCjbKABUX1SGzWA48a8F6xRCVdcyzLScdgT8Baf8xHV8ZkBnDj+Qi9CWWfndff07PNODddjusWD+jKMHQtVUAVUAU8Cihw08vQLQqow61bZNZNAlQBBW4BmngN23QFFLiZLrFuEMAKKHDzj+QLeHn+Odz/Czfweu7ZJSg+9A1sYSH4n8RDGBxahj4X391l5f8M1QywhPCoNktQEmRJ2cDYUZ2CNeynRofeZ+//A8/n1OGpJUs7nERCyrKyUqx4bhnuTTmExHOSBbZ5CyMJDP/7+mK8U3oWfnxGrpyDZTpRW4Gjw36AT99YgTe+PguPP/GbDp+R7js62OLj46U8JCEqB4EZR1BDHRy19eKiY3+8Fb96EN/pdxSTLhwJZ+z5Ags/WHkf3i2JgQMRQEMdxsYcBoLD8O4hO8YOqMS08WeeBEvp4vty6yq8UTIYI+yV8nxpbTjuGNcH537f3e+us8MbANTZPZo/33xPw6VG5xhBWeNBpxkdZ9KvrLheSusdLnXKB8Z08rAE2qnKJBYeqJel6ALjHnS7tadPWVfH7U/rKXDz3Wwa5TgJ1QiW+f3Sl9ijqw6EzQrafDd3PJlZwM3oFfj6klhP70Y6Ifn3aXN469sK6elUAVWgtylgGnCjECwpGRcXi6uvvKS36aLn7WIFFLh1saC6nCrQSAEFbnodVAFzFFDgZo6uuqoqQAUUuPnHPVi34lHsyC/DiLhwxESFI/fLrzHYWoWxAyqQMno86r4z02uI1JIi/LC0sZvBF1T7ctMzWLbxi3YDN0K2361YBv5JaGU4yJ6441KEDs9od2i2V25EUGUJakffK0DR6PN29HgVav/5f/i/LUfx4IKHPe7Dxhs0diW2tDFB6m+W/BrJ552LPZ99LlNST6vF2CEhKCoPwhEHMP30nXjn61gBYw5nMOxhdbhj0nkYcMlsz5I812t/XIKPDoZiburXiB/YH/VD0vHPtzIxZsQwhExY2OL9IFBlv78G+9l47a+/w9YvnFjy6C9adSA2joP35nBpg/SFYq8eOloMwMV5BFwEWQtnnOirZbjHCLsG2EPk3rHsGAefZfkxlqRjv6k7J0d77ZIhNFv60jHszq+T0ndcq/kgRGs+KhwN8lJCvLvkYqQtCNMmRTdxgbX70ugDnVJAgVun5DP9YbqZst6rkp5u/HlLTQxFRnqkAmfTle/8BmYBN/7dOX9FKVYuOF2AG0HbE3e7Hfk6VAFVQBUwUwFTgdt/9x/Aa29swp0zboU1/ER5ADMD0rV9UwEFbr6ZFz2VfyigwM0/8qhR+J4CCtx8Lyd6Iv9RQIFb789lTfnXWPT4Y7hgcBA+OgCBLlen9MPV51hQN2Km13DkVEqw5w4/IJs7pa9PlZUr+fgfeOqvW3D/vJ+J66uouAgzZswUN1hEhE2AWlbWqxg/fgKSkpI8jrCFC+ajf3Q4+tlPw55/5+Ou4d/gO+GFqL7uRXGDtXfQ5Ra6NxM1lz7ZBFoRuPWr2IufLvkzkhKG4uIJlzUpCcnz0b3G3m/NS0UaZ2D/vddeXSf91Z4uSEZVfTAeuxTiXDNGUE05nEMm4ODnHyB3/3FcNXKAlL9sHgvhWXFpBQadcSJGcRx6GXPZgc9RU1GG2HPHefYmxKqocokDrNLhkg9Rxc1V3YDNO6qb9DUjOOPrLYGuaZOixC3G9xavPipuGJZiJNz6orjeA9X4PF9nyUM6JoKCIPeysXOMc1i6zNhHelHZQ+R8H+TWIDHeIk61lKTwU/ZKa+0O9IQrr7130t/nK3Dz7QwbP/+bc6oEVLPcqo7eoYBZwI3RXzevRP6+3rLTIX9n8+98HaqAKqAKmK2AacCNPdwefeI3KD54qMUY4gYNxCPz70ffPtFmx6jr+4ACCtx8IAl6BL9VQIGb36ZWA+thBRS49XACdHu/VkCBW+9P797Nq7HyrV1Y/L8LpP9Y4afZiIlLaAJWWouScIMwgr+BTocPPwgjrBhoD8HStcewOccB9liJjgjC5aPdTqPIiGApD9aTg7Do/kXLkXxOkoAzY1it4bD3jUbi0LOwbftOeXnK5GuQNt7dR4792n40dB9sIfV44+sE/CjxS1hPT0D1xOVdGg6BW3RYPXJXz8abB2Jgi47BfQ88KnsQtu3ZlYOs199C2ohzMWX6j0/am3Ne+/tfEHzwX7jjymGwFLwp+a2+6eVOuRW7Ikh+oE4HC51m/Lrx4B1i/zLemSdnx4hDjXCM4Iv3amyKtYk7jL2fsrZVyTzexaFxFtyV0UdKMdIRZ3x4zz0Iygy4xrUIgul4uyLNJnvy/UN01H27TpQtGHSoEdoR1LHEXeP+ZF2hha7R/QoocOt+zXXHwFDATOD2kyXfYFyqVf7OpmtZgVtg3CmNUhXoaQVMA249HZju71sKKHDzrXzoafxLAQVu/pVPjcZ3FFDg5ju50JP4nwIK3Hp3Ti2fr8Omd/+J3YeCMPd/n2lXMAQZz68vF6BmDAIOlvdbtPqolN0rr3LhoRn95G3CDWMQbrA0FKFcTw7Cs/gBdgSVH8ABR1MAaLO4YAuuleOx9xjHosVPgA632d8fj2H96hG285kOO9sMKHmq+AncoiKtCDtegP/+7Wd45t9nSflLlrDM+ttfkfNpnjwa39eC+x5+6qRlNm3agE0bN+AHKfX4zoxlMPrluaIG9aTkAmafzypHSakTkydEIDXBXYaxscuMc+gq8/Z+EMixvCTXumKMG+p6O+Y/VyqwjUDtcJlTPsjNSI/wlEAVOJhdpR/ueitoL5inwK0XJEmP2CsVMBO48e/qKFuQ/ALGE7PsWmK0V94QPbQq0PsUUODW+3LWK0+swK1Xpk0P3UsUUODWSxKlx+x1Cihw63Up0wP3IgUUuPWiZDU7Kh1e+9fOwQcVCTjisuPHP1/sVTCGI4mlIgki+MGXlNyrbsA9S47IGmOTw5EwOBRD40JbdATxgzMEQZ5tPIxyfoQn7N1D8EEA4i14Mdais44Q5Zez7J5n+SEdHUyN11r68GwcqAzFsKhy7KuIhi3EicG2KowYHIGXPw/Bz24YiYKCfLyyu1KWTorri/ziY3jorpvQ95zxYDlIll/0dtA5xd/O355X0+Zv6BvAzRISjNqSPXjw189j5tUjUVVTh/Xv5cLhDMEIexV2l0YICGQ/OWOsWL4UBYVf4tLTS/C9Hz3uddlHb+Noax7zWFhUj4R4t8vMGMYdcbkgYMxXHApGGUtf6zPYls76fscUUODWMd30KVWgLQXMBm787zrHs/P6+1xf2La00fdVAVWgdyqgwK135q3XnVqBW69LmR64FymgwK0XJUuP2qsUUODWq9Klh+1lCihw62UJAwQShRz6BAc/344nPhkoAYxOG4OpU6e1GQxhEZ1qRt8tloVkmb3Gg+4ko5zfqRbknPkrSuUDs7Ep4QLr7szog5mLv3aXDUwOR2FxvTiOFsyI8bqMH9ehu67gQD2qqhtk/evHR+CLg3UCB/k9IdDcb3sC/X7RvdhXFiRuNZfFhrQRw/Dda++SY5d8/qH0G2PvsY/ffRVvfXoItpAGXDoUuGzWs61qZQAnTuJ+hQfqxdVl9BarcLhwZZoV16dHnhImNgZuXOfFp36OmvIjUsqyITQSE757DvoNuxiLlv1ZHHdDx90kZ8rOfg8fb/k7jjiAOy6y48wMdxnKzgwpF5rkdqK1NIx70by/GoFpSmI4XtpYIfC0sKgOb+dUY/VDpzUBcZ05mz6rCrRXAQVu7VVM56sC3ilgJnDjf4dyC2vlvyWNf5HDu5PpLFVAFVAFOqZAlwM3o3dbxjUTkfXmJu3h1rG8+N1TCtz8LqUakA8poMDNh5KhR/ErBRS4+VU6NRgfU0CBm48lxIvjON97HNFfvYXXDw/Fu0fi8Pgvfy1PtVbikB90rXm7QsoBskfWwJgQ3Detb6c+9Hp67TFxexmDzjOeofFvrtMJR+hGMJWaGOr5jXa66/jBG0fG+Ej588O8alRWsf9WPRbe3k96cbG/F59nuUC62yqrXeJ8WzgjBqlJofjb7x5B3v5yTBjeH9+746FW1XvoF/civm8Ifvzgb1qcZ/SyO1zqxB/Wl3t6kxFUUTc69VjycNyIcKzZUIHNOdVSdpPx8sPD5vo3B2452zYhc/2bsvcNF52Di26cJV8//dj9GBFvxeUzfynf//KxhSg9VoG7hn+Nc6b/rt392njW7Xuq3cCz1CnnEp3TIzDAbsEXRXU4VOaUO3B9eoTANLoHGR/7q0VZg2Q+88M8cfDOsA8aR3sAqhfXWaeoAu1WQIFbuyXTB1QBrxQwE7h5dQCdpAqoAqpAFyvQ5cCti8+ny/mJAgrc/CSRGoZPKqDAzSfToofyAwUUuPlBEjUEn1VAgZvPpsZzsOBDn8jXISUfy5+btr6PTysGoKi0GomJSZh19xxs3uHA0sxjTVxMlVUucWQZIzUxTJxh7S3v2JpCP1nyDSodLkTa3JDmvlv6NikTRafY02uOYfueGnmfexNO8Vx019EtRSdb40GnHOEQB914BEgEcMZvxN+84LDnmakJa/Fp4ZeYccuNSB7demnInB0fyZppYy44KSTDsWe8Qfh01+RocdVRW577ibtPlM8koHotu1LgH+MgqCLQHJtsFdjFUV/fgL6Rwbhv2omzb37lj9jw/qe4f97PEBcXL/PWPf9/KCvKx4/+9w/S34095m4614nzpz6M8OjTm5xVnHcH3M7BimqXG0I6CCFrBK6xBOiWnQ6w5OO4lHBERrhBIEEmIZsBzbio0fOMf1LflsoxGvsZ0JEQz8iN7//k6An9VQEFbv6aWY2rpxVQ4NbTGdD9VQFVoKsVUODW1Yrqei0qoMBNL4YqYJ4CCtzM01ZXDmwFFLgFdv41enMVUOBmrr7tWT2orhxh7y9G/blT4IwdJY9a9mYibOcz8rUrMhauqEF4+dPj2H50EBw1tbhtxkycHnee9F67Is0qcIW914wxoF+IG3JFBJnWL4VQhiUq6fY6VZkoOt0qHA0Yl2pF4YE6KWPJcxFo8Xn2AqNjjq9dPvpEzze+13xNAyLy2ZKCd+Asfa8JwGqP5sbcKQsOY2xqOO77tlSlt2sYoM5w9/E5AizCrpraemz4yF3K0eh1V5Cfj7y83ciYfKNni5wP38Nrr/4Nv/zJzdh3pAHP/Xk9nv7ZdM8dYE4JLAnX6CjcnONAxLd91QxYSZhaUOR2oCXGW0TP1kpIGptTwyvGWDvldPRWK52nCnSVAgrcukpJXUcVaKqAAje9EaqAKuBvCihw87eM+mg8Ctx8NDF6LL9QQIGbX6RRg/BBBRS4+WBS9Eh+o4ACt55NZVDFQYTuXoWgymIEV5SA39cnXoPaCxciuGwfrK9PR+3oe1E/fIrnoCueW4bEpCSMHj0GR6ujpSQgYcuqhU3dUD0bWdPdWyt32dFz0mX29OpdOANr8NSSpQIbW4J+zaEdgd32XLfj7oviOimnyNG4FGZ7zsSyl1nbqrBywenixiPoIoBjScm8L4Px5ItHBeQR6DWGhwIbHQ1Iij2CdX96Gg9cVI/d31ixu7gOc//XDVl51vnLyzzlLfna3Cl9payl9sBpT5Z0rj8poMDNn7KpsfiSAgrcfCkbehZVQBXoCgUUuHWFirpGmwoocGtTIp2gCnRYAQVuHZZOH1QFWlVAgZteEFXAPAUUuJmnbVsrh+UsheXzdeJc43CFRQtso6OtbuRMKSHpCovCPyNuxM5/5cicstJSlJaW4vqMGxBqH4vFq8vkdZY1pGsskAZBGp1p0yZFifPLgHp0e3GwzCWhFsEUy0MOsIeA7103r0QcYnSCcRCQsRQjXWkdGTyH7Pet68xYg8AtKCQcv808/q1DLRRPzI6Rc3Lu4tVHBaixfGVRziP4nyGF2HUsBta4ZEy4aZ7Aw9sf/wYJ8RYpZ+mOJQhXjLF15Jj6jCrgNwoocPObVGogPqaAAjcfS4geRxVQBTqtgAK3TkuoC3ijgAI3b1TSOapAxxRQ4NYx3fQpVaAtBRS4taWQvq8KdFwBBW4d1649T7JcZHDJpwgu/Y88RvdacMkncCZejdq0ubAUvIFdZdHIztmNWadthc3iknmfhF6MF979L8aPT4ctIgKOqips25aNqKHTsfdgPFITQ7Hw9pj2HMWv5rKHHPuSDY2zNOlPRqA20B6MEYlhAriMHnKEanS00Y3Wlb3sWhKVwC0q0gpLSLD0gcvaVokgBIlbjWfiICilO+7KM/4Ga3URjjiCMPrCCdhTOk4gIuN6crZd3Wx+dWs1mM4qoMCtswrq86pAywoocNOboQqoAv6mgAI3f8uoj8ajwM1HE6PH8gsFFLj5RRo1CB9UQIGbDyZFj+Q3Cihwaz2V7KEWXFkC58Dz4Rwy3jOZpR/ZT82bEVLyCcLfni1TjT5sdK412M9GfcI1cFj6Ifu995Cd/R6qqx1IOet03N3vDXx45DT8eX8CRqeNwdSp0zxbLVpVhsLienE6ZaRHBDSMMco50iXGco7sXdbcAUbA9fSaY9hdUIcoW5A4ATvqZvMm38acxsCNr/EcDywvFTDIspAEfgmDLVi06igayj+F8/Br8mj6VXfhDxvs4sL77bz+poPB9sSkc1UBX1BAgZsvZEHP4I8KKHDzx6xqTKpAYCugwC2w899t0Stw6zapdaMAVECBWwAmXUPuFgUUuHWLzLpJgCqgwO3kxNONFlLwlpR0pAsNYZEIqixBQ8wwNMSej5D92WiIikXNlcvbvDVcy/r6bQLaWC6yPvHaJs9s2rRBYBtBGwfh2r59+XgsIx5r3vkMh0KGIHjAjdhfGiVAyRgLZsR0CzRqM8AenkBN1myqwNypfVvs39b4eCzfyFKOZjvbjD2bAze+Tmcbz9wYCvL7+StKcS6exKWXT8Kf3v+u9HtjGUzt09bDF0y390kFFLj5ZFr0UH6ggAI3P0iihqAKqAJNFDAFuK18cS2+OXIE986+A9bwpjXpq2tq8MzyF3Ba//6YOX2qpiNAFFDgFiCJ1jB7RAEFbj0iu24aAAoocAuAJGuIPaaAArem0hOQheY8i5Cv3oPLPgzO2PPFhRZUVwG63UK+ypbXgw99Ig86Y0ehYYAbwtVMWgZXaLRnQVlr1yqE5L+B6ptebvIeJxXk52PFimUYPuo67C/+BseqwrG/PBFnYRXm3Tsb617dgE++GoQqazomT3A72RLiTvQd67FLoxt7pUBLwO1UD85/rhQHC97BwPgEfF01BL/9aX+FbV6prJMCUQEFboGYdY25OxRQ4NYdKuseqoAq0J0KdDlwO3a8HI8+8RtMv/VmjEwZ3mIsu/L24sW/rsMj8+9H3z4n/s9hdwaue3WvAgrculdv3S2wFFDgFlj51mi7TwEFbt2nte4UeAr4K3AjAKMrrf7cm0HwxRFUUQLUVqBh4KgWE82+auFbHwBqylGXdu9JbjRZ49u1QnOekXUse9dJPzYOOthqL1woXxtrsfRk7YULZC262NavfxXFRUWwRdhw+OtSfFMehUNhP0BivAWpSWEY0C8EWZlPw35aHCq/+RQVEddhyYLLFL70wh/N9gA3uu8eWF4mJS/vm9pX7oIOVUAVaFkBBW56M1QBcxRQ4GaOrrqqKqAK9JwCpgC3Jc/+XtxrZw4Z3GJk/91/AHTBzbvnRwrcei733bqzArdulVs3CzAFFLgFWMI13G5TQIFbt0mtGwWgAv4C3EL2b0NQ5UEp+0jYFZazFK7QKDjPmCDlHEN3r5SeawRgxnBM3ehxnRGkhW19AEE1FU2canShEY7FxcW3eDu4ngC30Gjp01ZzyZNwDkmH9fXpQFgUai5ciPWbP8Su/xyHq+4Yyku/wDGkIirShnpHCYJOvx5P3JPQBKi9+voHeP/ddbJf6kV3YPqNKQF4M3t/yO0Bboz2w7waLRPa+9OuEXSDAgrcukFk3SIgFVDgFpBp16BVAb9WwBTg1tjh9tbbWxE3aGATt5s63Pz6TrUYnAK3wMu5Rtx9Cihw6z6tdafAUkCBW2DlW6PtXgV6I3CzFLyJsA8WnSQUARtLP3LQVdZgPxvhG2fLa84h48XhRheaK+ZsgWN0nRGOBZf9B5bP1ol7jX3ZWCYyt6BWem39519/QcWRzxEUPhCjR4/B+LHn4rWNHyO6XxxuveG7njOwN9cZux8EwV/98ClSfpJrHe83Ev/78INwOatl7vALZ+O8c87AF8V18n1GurtUZPPx4IMPoLamGg8ueBh2u717L4Xu1iUKtBe4dcmmuogqEAAKKHALgCRriD2igAK3HpFdN1UFVAETFehy4Maz0r3GQZebAdyMGFhmsvH7JsamS/uQAgrcfCgZehS/U0CBm9+lVAPyEQUUuPlIIvQYfqlAbwJuobtWSglHgjGWinQOmSA5CSr7j4AzOtiaD8PRJu62unKPo42ON67Hwb5rzsSrUfedmfL17185jHf/+TlOsx2AtXYXYmJH4eiRL+GqKfEsX40B+BK3I/H0UsDSDwUHgzF3Sl9cd/Sn0t/t+Fn/D+srb8GGnfXoV/YULrr0ZoxIPgOJQ1uuPNL83Js2bUBebi7un/czv7x3gRCUArdAyLLG2BMKKHDrCdV1z0BQQIFbIGRZY1QFAksBU4BbdU0Nnln+gih5dlIiEhLOlK+rq6uxNfsDHPr6G+3fFlj3DArcAizhGm63KqDArVvl1s0CSAEFbgGUbA212xXoDcCN0Iy91fhn3ciZcCZd4wFnpxKMDrXUxKZ9sNgna3tuDRLiQxFpC8KIM2oQXPIJ2O+NrrRdR87E0sxjaDi+C/3rX0diYhISk5KQnj4BVqsNOZ/8G/XoBwuOIvMvKzxb1wYNxLDki7ExbxhuTC3CD4Z/glmbM+ByAeed/hnK/vsWHnr4EVlDR+AooMAtcHKtkXavAgrculdv3S1wFFDgFji51khVgUBRwBTgZohHJ9vb72Y30fLKS9PF+aYjsBRQ4BZY+dZou1cBBW7dq7fuFjgKKHALnFxrpN2vQFcBN0IrDjrNWhrSI+39xdJjjdCs8eB7nlFTIU61sJ3PSFlGln0MOfSx9GNjfzTDxUagxlFYXI/Kqgb5+nCZE4fKnKiscqG4uAjRlsMYOSoNlY4G7M6vQ2V1AyKswaiqds9/dl5/JMSFguUgX8g6Lj20UiLXor7ySyQnp2DG7XecMiE/nTcXEyddhd27c1FysEjmXfX/HsAf/nFi/Yd/WIPNr7+IhMQkTJ06rfuTqzv2qAIK3HpUft3cjxVQ4ObHydXQelQBBW49Kr9urgqoAiYoYCpw43lbKilpQhy6pI8roMDNxxOkx+vVCihw69Xp08P7sAIK3Hw4OXq0Xq9AS8CNfcjcrq+bBZCdahCUheY8i5CvsoHwKHGgEbjVjr63SXlHj0OtthxBlSWoTZsrJRxRU4GQQ5+A5R2dA89HUG25OM4aYke59z/3ZinPyOdrJi1HuS0RhUX12J5XjazsKoSgBk6EN3GyJcRZYA2rxX+2L4ejsgzHo36AM85MRGpSOCKdu7B182uYPPkG/HlzCAq+icdAewgqqlzieLvpggN4d8OLuD7jBnG1tTaqqx3iWGPpx00bN8jU22bMRIT9XCxadRS/nhOJp3/9ODiPr6ekpPb6u6IBtE8BBW7t00tnqwLeKqDAzVuldJ4q0D4FFLi1Ty+drQqoAr6vgOnAzfcl0BN2hwIK3LpDZd0jUBVQ4Baomde4zVZAgZvZCuv6gayAAdxCju4TuGXJfwPBZftEEgIvwrHmg++zl5qANri+BWTbBLRZCt50P5t0LUI/XYmG/kkIPpIPlz1J1grd9QII9OhcsxS8IXPpXguqq0DDwFFoiBok69al3StzOKrKj2P9B8EC2ehSGxpnwZjhwP5PnsP4UaW25gAAIABJREFU9EuQmJiItS+tEaiVPmGCfF1UdABxcfE4eLBYHGY7c3acFMf1tz6KA9+EiEPupvR6ZK5dgxi7vUNutBXPLYPVahVXHM+4bs0qlJWVCWyz2+2BfMUCNnYFbgGbeg3cZAUUuJkssC4fsAoocAvY1GvgqoDfKmAacPvv/gNY9KtnUV5R0US86KgoLPzFPThziHeNu7tSebrtiotLTipp2VLpy+m33oyrr7xEtudzL/51nXw9akQy7p19B6zh4V15NL9fS4Gb36dYA+xBBRS49aD4urVfK6DAza/Tq8GZoIAAs1r3v/0Julyh0U12oTMtqDQfISUfo/7wXliP5IKvEXyxZGPtRQvFYUZ45rjh5SbPGqUeXZGx7n5qZ6Q3WZ/rhG+cI9COwM4V7t67boS7jCTLN56x+0GBblzDceMr3+4dLaCKDjYOuthYLnJgTAhYPrK8yoVbJ0XhijFWRFqD8cfVK5Gfny8OMg72WysqKpLv6Ty7e/YcAV2LHn9MXouJiUHG5BsFwkVE2LBwwXzMmjVHAFtZaSkyM9egtLTUK3dbSynLy8uVM90/72eyB9dnycm2nHImpF+X9BEFFLj5SCL0GH6ngAI3v0upBuQjCihw85FE6DFUAVWgyxQwBbgRUL2S9WaLYM0AcTdmXOMBWl0WzSkW2pW3F0889Vt5t6UecgRuHC31luOzhG2PzL8ffftEo7W5ZsfRm9dX4Nabs6dn93UFFLj5eob0fL1VAQVuvTVzeu7uUICAiw4yS+4L7u1CowWWGaP2wgUepxhfawzECLyqYlJhOWMMXPazm5SPZBlH26s3uUtD1lRICcgG+zCEfbBYeqkZvdoI0Ng7jYDscKkTd2T0QWx0lZzJGTvKc47teTXYklMlfdL+5+JyXJVyDLtKz8SBozbPnNzCWuTmu3uzcYxNDkdltQtjU6wYmxKOvhG1yMvNRc7OHSg6UCRQjSM7+z1xpRF6sXcbIRehGwchGkdzlxmBmAHn+J7NZsPEiVchfnC859n25o993QzY95slvxagl5iU1N5ldL6fKKDAzU8SqWH4nAIK3HwuJXogP1FAgZufJFLDUAVUAY8CXQ7cqmtq8MzyF3DVxMswMmV4i1ITYm3Y9E63O8Vac7jxoC0BNwK2uLhYDxxsDuD0LnmngAI373TSWapARxRQ4NYR1fQZVaBtBRS4ta2Rzgg8BQjE6EBjaUdxp0XGwhnr7oPGfmj1w6cgfOsvxElGOFZ/7hQp70j3mdETjf3Zmvdwo5uMzrIviupwV79ncNrXG8T5BgTJPnStlaXeg+25NQLZCNCMEWENRlV1AzLSIwS+VVS75K3CA/XiXiNA49hdUCfzOD8x3iKuN47UpDB5NiEu9KSEEqQ9t3yZ5/WMjMlIG3NBhxNP2LZ61UqPK27KlFs6tR4PwjMStBG6xcfHY8btMzsM7zocmD7oMwoocPOZVOhB/EwBBW5+llANx2cUUODmM6nQg6gCqkAXKdDlwO3Y8XIsefb3Aq9OVTaSLjeCrHn3/EhcY901vC0paZSTNODhiNRkD3Dj2Zc+txJz757ZI2Uxu0urrt5HgVtXK6rrqQInFFDgprdBFTBHAQVu5ugaqKu6Syd23797u1Jno1SkgLaCNwSysayjKzIODVGxbjdas+EuDfkGgks+hSsqtgls49SPPz+G0vIwvJZdhcLiOnl6QEyI/Dmwfwh+NfUIgks+BktJHj37drxYcrP0UiMsG5EYKu6zK8bYsGhVGRbeHiPvPZ91XJ7PGB8h0G2gPQSXj7bh6+LPpM8a53AY5SHb0siAbSmpqeJkK8jP7zLnGB1w27K3CmxjKcjOjtWrXsCePXnqbuuskH7wvAI3P0iihuCTCihw88m06KH8QAEFbn6QRA1BFVAFmijQ5cCtNzrcGitilLyc8+MZOGdYwkluvebArdJxovyM3q1WFHAB/Aeq1Xrybw6rbqqAKtA5BerqnAgKBiwh7g8qdagCqkDXKFBf3wAXXAi16M9W1ygauKuEVJbA/tZUEaD6zKtQnvZArxHD+t8NiM55Us7rjIhFVfJtEgNLLu79oh45n9Xg66NuR5kx9nxRh4dnRiNlcA0i9/wRlmP7UDHyJ9h+8Ey8+UE1+D5HhDUIacPDkHZeGM6KDcHpMcHY/q99eP6taLjgLut41iALvjl8DNboPrjt2gikDT/xb8mSg8X49JN/4ZOPczBr9n3oFxNzkq6ffLwT619Zh9hBcbhl2nTPnOrqalit1pPmf/jBNnDdq6/NwNq/vih/B8yY+WOfz5cR56OL/s/nz6oHNFeBmpp6hIWGICg4yNyNdHVVIMAUcDob4Gxwyc+XDlVAFeg6BRoaXCB0Cw+zdN2iupJfKxBpC/Pr+DS43q9AlwM3SuJrPdyMNJ3K4dY8jUYZyUvTxwlwa83h5qhW4ObNjwE/rKiqrkOkVf9S9EYvnaMKtEeBWgK3ICgUaI9oOlcV8EIB/h8/OrTDQvX//Hkhl045hQJfHqxH5furkO5agxdLpmB6bCaOnT1dZtePnNFlukXuWo6q86Z/W4axY8sG8T8mjYZtz2rY9vwRlWMeQM1ZV+OLgwRstdjzRT32FLqhWfJQC5ITmv77bsdnNfjyoBNDB1lw7UVuqLVui0N6rhGwjTkvDAP7OxHbtxr2GLu8v+ixhxATY8fBg8UYcvZlKK67UGDbGx9U49oLrZhxXaTnZJyz/LdPnxTkzDt+jKEJiTBgGuetfH4FzhqaiM/37sG112Vg3IUXy3Mf/ysHb77xGm76/hQMTUjCO1s2CYDb+9keOYMB4/j+8PNSOiZoNz9VVlYqGuoIbAUcNbUICwtFSLOf58BWRaNXBTqvAP9d2OByIVz/Xdh5MXUFVaCRAs6GBvAzDVu4/oK+XgzvFLDqXfFOKJ3VYwqYAtwYjeEUK6+oaBJcdFQUFv7inh4px9he4Hb1lZdI6Uvt4db5+6klJTuvoa6gCpxKAS0pqXdDFTBHAS0paY6ugbAq+4ax19jb//waN4c+jYv7foR/nzYdR4fNQOSW2UiJ2CMy1I6+V3qeeTtYppElFtkrLbj0P6gbPVf6o4XmPCvlG9kzjf3RWMKxPvHaUy7L8paWz9aBpSK5pjGcsaPgHDIBCI2UHm18/9NBP8eb31wK9lhjz7OhcRaMSAxDSlI4RiSFItIa3OI+7LHGXmtbchxSBvLKNCuuT4+UMo8sp/iPf/wDubs/kV5j7GvGMXHSVcjLzUVcfDy+N9ntCKyocpeG5CgoyIfD4cAfV69ETEwMJk68CpmZL0kZxezsrQLKpkyZhszMNVKmMT8/H0Y5yMWLHkVZWRnYM40VOVjOkedITEpCWWmpfM3BdW22CHkuPX2C9kLz9nLqPJ9RQEtK+kwq9CB+poCWlPSzhGo4PqOAlpT0mVToQVQBVaCLFDANuHXR+bp0mZaAG3vOvfve+5j8vatkr+YlI3fl7cWLf12HR+bfL/3mCOA42KNOh/cKKHDzXiudqQq0VwEFbu1VTOerAt4poMDNO510FgREEQoRMr20sUJ6kl12eg5+Gv9bhFij0DB2rsAwDr53qLQBRzctwbWnb0XQlb8CQVdbI3zrAwLHnCGRcLiiUNcvCTGl70v/tAbHcXzsuhJpDesFuBGUVV/3onzdfPC9sPcXIai2HEcivoOa07+D0+KHAHXlCN21Up7l4LOry+fi1bx46ZmWmhSO1KRQJMQ1/e1jwjKCLbvdLnCKfc+Ki4oEWBF6URMDzPG97Oz3sDNnB/r07YchgwfDFhEh/dUK8vchY/KN8v4/t72HBxc83OToOTs+ErjGQSg24/Y7mvQ+4zkWPf6YwLvk5BTpZ8b97549R87F/mtZWa8KWOOc8ePTUVxcLOvFxcVJL7W8vFw5S1f0VGsrn/q+KmCWAgrczFJW1w10BRS4BfoN0PjNUkCBm1nK6rqqgCrQUwqYBtx8yeFGaPbEU79tovH8n/4EI1OGy2+4smzkJ7vdv2nMYbxnfE9QR+jGMWpEMu6dfQes4eE9lbNeua8Ct16ZNj10L1FAgVsvSZQes9cpoMCt16XM9AOv2ViBrOwq0ME2LiUcQ+NCsWWnQ1xY41LDsfuzUnw/4V+4vN87iCn/FPXn3oy678yEKzT6pLN99u9S9N/2ExwLGoD4W5ec0inGBy0FbyLsg0X4e8jD+ODfofi0IlnWo3Pu5oGv49n9M1HsSkBVdYOs87vkhzCoTzVqLnkSQZUlQFiUADS64OiGc9mT8JeGh/DHt08ci8Dw3P7fwBZUhRvDf4/XD1+Gzccuw3239JVYWxoEV6tXrxSY1XgQcKVPmCAOtMbjN0t+DYejSl5PGJYMe78oKYnceBDKcR5dawgiXLMLzPvl4seQkJiEqVOnnTLPBGZrX1qDhQ89jJfW/BW3TLu1iUON7xvuuAULHzH9vugGqkBPKKDArSdU1z0DQQEFboGQZY2xJxRQ4NYTquueqoAqYKYCpgA3X+3hZqaQunbrCihw0xuiCpingAI387TVlQNbAQVugZt/ArXc/DoUFtUht7AWh0ud4mJLsn2JZec+DEfYQPyp0u3+uu+776Pi2DHkht+AH0UvwpnVH8I5ZDzqRt7RosOssarf7HoHZ+xeiL8fm4oR5/XH4Mtu9bjljHl0tdHdtqsiGc9WPYGE+FBkpEeIo67wQD0Ki+sxwB4iLrI/rC+X1995txAvpsxDaEOlLEPg5zwjXYBbSez3sXD3dJSUOnHrpCgkxLl7FDJOjsqqBmRtq0LG+AhMuyrqJBBIyLZp4wZxtRGOGXCNzjGWYKQ7bPWqF1BQUCAut7TRY6RsY9b6V5CTkyMwjM8cKatoEbjxDCz/6HBUixNtdNoYAW7ck643ft3aIPzjfqcaPBtdbHS06VAF/FEBBW7+mFWNyRcUUODmC1nQM/ijAgrc/DGrGpMqENgKdDlwMxxjV028TBxkLQ06zjZsekedYgF09xS4BVCyNdRuV0CBW7dLrhsGiAIK3AIk0c3CJGx6fv1xeTVtyBGMj8lBdL++GDwgBAn/XSbgKrh0n5RedAy7GbZ97ioI7JlGoFV74YJW+6c1V9W2diKC6ipwuG4A/nz0DiSHbMeAMd/DueMuAHuthay7Ce9+kyblHVctPN2rpNCFt3/bevxkyGrkOsdijGWLPPdyw31Yvns8UhPDMHdqX09vtOaL5ubXImGw5STYZpRlJGhjSUZHdbUHsjVew3CpEawZ0G3FimW4bcZMgV0crQG3tWvXSC83m83qAW/svaaQzKv066QAV0CBW4BfAA3fNAUUuJkmrS4c4AoocAvwC6DhqwJ+qECXAzf2RFvy7O+lx9mZQwa3KBnLTbIX2rx7fiR90XT4vwIK3Pw/xxphzymgwK3ntNed/VsBBW7+nd/G0REw5RbUYntejTi/fn7BP5E28CtYv3hLoJcxWJaxZtIyoKYCtldvkpdZNtIVHi39z1orIXkqNQnuakuL0eeD+Z4pWxpuxcgb/wcRr9yEQ3UDsP3s53HFGGurZSebr79mUwV2f7QHEafFIc3xZxRETkKRcyimTYxCalJYu5JLpxndaeyjxpKQhGbst9baIHQrOnBA+q7RlTZoUJz0XTNGa8DNmLNp0wZxtiUmJmHW3XPadWadrAoEqgIK3AI18xq32QoocDNbYV0/UBVQ4Baomde4VQH/VaDLgZs63Pz3snQmMgVunVFPn1UFWldAgZveEFXAHAUUuJmja3euytKQhUX1smVC/AnHFstDbt9TI+UTWUqRwG1onAUDY0Jw+8UlSPx4roC2hoGjUHPpky32YAvdvRKuyFhxvLFkI3us1V648JTh0R1WUJAvji+WXWw+wnKWoj7pWlRuWYKtX50B9B+Gq/F7HLn8j+g/uOVfYmtLS8bPnm6FxXVIiAtta3qL7xtuM6O8o1E20pvF+MzCBfMl3rtnz2nST80b4EZot3HDW+JsM5xx3uyrc1SBQFZAgVsgZ19jN1MBBW5mqqtrB7ICCtwCOfsauyrgnwp0OXCjTNrDzT8vS2eiUuDWGfX0WVWgdQUUuOkNUQXMUUCBmzm6mrnqlhwHNu90oLLKJZCp8SBwiowIkpfY+8wFYKA9WHqijU2xYlxKOIIqDsL6+m1w2ZNQn3hNu0pDthYX+5v9bsUy8E+WWTT6mLX0TMPutQj6eCXKnZFwxY5C32sf8Uoywjw6wdoz6Fiz2/tLzzOeraystMka2dnv4bWsVzFx0lVSOpJnb+8gNGsJMHoD3Nq7l85XBVQBQIGb3gJVwBwFFLiZo6uuqgoocNM7oAqoAv6mgCnAjSKxbOSiXz2L8oqKJppFR0Vh4S/uOWW5SX8TWONxK6DATW+CKmCeAgrczNNWVw5sBRS4+Wb+6U7jGGgPQWMH2/a8arB3Wcb4CERGBGNoXCiirEHSi4yAjU42Y9D1lZEe4fk+pOQTWHJfQFCN+9+tLBtJ11pXDYKtrKz14vJ6bvkypE+YIGCrJUAmJSz//kPY6g/BccPLcEUN8hyDUCwzcw0mXnkVHNUOj+uL/dHooDP6nJ0KchkL0Xm2fv2r2JmzQyAavzfGosVPyGt5eblY+9IaD2zrKi2MdRS4dbWiup4q4FZAgZveBFXAHAUUuJmjq66qCihw0zugCqgC/qaAacDN34TSeDqngAK3zumnT6sCrSmgwE3vhypgjgIK3MzRtfmqjaGZ8V5qorvHmOFYY8lHb8blaTbcN7WvN1MRsj8bls8zQdjGwfKQQZUlJ0EurxZrZRJh1urVK2ENt0oPM5ZoJOjimDVrjrjLmg+eKajsP6gfPsXzlgHAGsMxAjY61Ajc6CIjaOMgMCM4O9X44+qVyM/PF5jG9fiszWrzrMPyjeyfNjptDKZOndZZCVp8XoGbKbLqoqqAAje9A6qASQoocDNJWF024BVQ4BbwV0AFUAX8TgEFbn6XUt8MSIGbb+ZFT+UfCihw8488ahS+p4ACt47lxIBk3j7dUvlHus9y8+ukLCQh2hWjWy9lmJrkBnR0h4UUvIWGmGHSf83y+ToEVxyEKzRK3m+wD4NzSLq8zp5pHLWj70VD7PnyjBnDAGwGXBOX2to1KC09gsSkYV4DrZ/OmysArCB/HyZOvEqOmpn5ksC1xMRE3DLtVrAEZGJCkgC+jIzJ0vus+SC4I3BrCfZlrX9FnG1lZWWmwjaeSYGbGbdN11QF1OGmd0AVMEsBBW5mKavrBroCCtwC/QZo/KqA/ymgwM3/cuqTESlw88m06KH8RAEFbn6SSA3D5xRQ4AawfOP2PTVIiLOALrPteTUYmxIu5Rz5nrjTius9uTtc6kR5lQvjUt1zvB2pCWEgNOOaazZVgOsMsIdg2sSodq0T/vZsj2PN2JvgTUZtBYLL9nmORNDmijkbzthv3/f2sO2Yt21bNgixWoJbLDNJYGaUgWxt2U0bN4jjzHCtGb3UCPPoThszZkyT/mrcc8+ePNw/72fiZLPb7TLP2HP8+HRkTL6xxS1ZmpKOObrfDLDXjpC9nqrAzWupdKIq0C4FtKRku+TSyaqA1woocPNaKp2oCrRLAQVu7ZJLJ6sCqkAvUKBHgNux4+X43Qt/wo/v+CH69um6/hi9QO+APaICt4BNvQbeDQoocOsGkXWLgFQg0IAb3WSEZOxvxkGnGuGX0TMtwhqMxHiLfH+4zImhcRZE2YIFxrFnmjEuH21rFyTrqstl2ZuJ0F0rUTNpOYJL/yPLOs9Ib9KLLXT3Sikd2WA/2zRHmxGP4WxrDVyteG4ZYuz2Vl1uhiOtPQCMLrpfLn7MIy2fNZxvaWlpmHTV1U0AXeMcsMQknXKjR48RUGfWUOBmlrK6bqAroMAt0G+Axm+WAgrczFJW1w10BRS4BfoN0PhVAf9TQIGb/+XUJyNS4OaTadFD+YkCCtz8JJEahs8pECjAjQDtpU0V2JzjEJfZwJgQ5BbUilPtyjQrrk+PRFREkAfEdXei6EoL+Spb+qtZCt5osj3LQLrCo+CKjENQbbn8r3riclOPSJcY3WO3zZh50j7socZyjXSTEZTRYcavTzUItuhemzFjJoqKi5CePuGkqXSbwQXMuntOu+Li2nvycuWZgoJ8+TM5OUX6yPnCUODmC1nQM/ijAgrc/DGrGpMvKKDAzReyoGfwRwUUuPljVjUmVSCwFehy4Eb32qNP/AbFBw+1qmzcoIF4ZP796nALkPunwC1AEq1h9ogCCtx6RHbdNAAU8Hfg9nzWcVQ6XALa6F67KyMaSzOPiXPtirQIT+lII9V0jxF+1V60wOMaY8+00F2rUDfy9iavsY8aQqPQEDWoyU3xlHds9GpIySew5L4g5R053+i/JmvnPCuQTfqrhUXByV5rA86Xp4PK/oOgugoE1ZRLTzY612rT5kqPNrOGUZKR61+fcQNSUlKRmbkGo7+bJv3SVq96AYRu7M1G0NYSQGt8tsZONM6nE624qEj+5Git35q3MbK8JEtbsgwlAaCZrjVvz8R5Ctzao5bOVQW8V0CBm/da6UxVoD0KKHBrj1o6VxXwXgEFbt5rpTNVAVWgdyjQ5cCNYVfX1OCZ5S/gqomXYWTK8JOU0JKSveNydOUpFbh1pZq6lirQVAEFbnojVAFzFPBn4LZ07TEBbQNi3H3SrhhjExE373Bg3Ihwj5uNgC18o+Gscgn0Qm0l6offLPArpORjSJnG0Gh5zRUejdBPVwJhkeJIa20YYEz6qrlccEUNQlDpPoFoNVcuR+jOpfJ43ei5bfZZC9mfbQpoYz8zusMSk5JQVloKlolkz7Wyo2XIfu89AWN0qLEM44MLHsbvVizDxeMntAnaGuuyeNGjcDiqZQ3CMEI4wjz2ZVu4YD5Gp41pteRkW7ef6+7YsUPgoK/ANp5ZgVtbmdP3VYGOKaDArWO66VOqQFsKKHBrSyF9XxXomAIK3Dqmmz6lCqgCvquAKcCN4a58cS1Gf3ekAjffzX23nkyBW7fKrZsFmAIK3AIs4Rputyngr8CNsO2D3Bo8OTsGCXGhoifdZHSl0YHmCo1CcEUJgg99DMvedWiI/Q6CS/eh5tJfwRUVi9CcZwS0GUCtPvEacbMRevG1+nNvFqcZ1ww+4i5l2GRwr5KPEXzoEzTYh8mzdcOnCHDjsL1yo6xDx1r1915s0oOt25IPSB8zwjQOQiuOxMQkKe1IEMdSj3SlxcXHiyuNzja6yO6ePafVMpKniuGn8+bKcwRu6RMmIKZfDDIzX8KixU+cst9ad+rR1XspcOtqRXU9VcCtgAI3vQmqgDkKKHAzR1ddVRVQ4KZ3QBVQBfxNAdOAm78JpfF0TgEFbp3TT59WBVpTQIGb3g9VwBwFuhO4VVY3gL3UCMD450B7SJOg+H7We1XILazF3Cl9T3q/LQW45hfF9cjaVomCA/VNYJvhYiMgk55oUYMEnhG81Z83xe1cC41ua4sue9+yN1NKV9aNmOmBcF22uJcLsQQjSzESsE2ZOq1FZxgBGQddbgYcmzVrjrjhOjJYrpJlKVc8twwxdrss4aiq8pmeax2JqbVnFLh1taK6nirgVkCBm94EVcAcBRS4maOrrqoKKHDTO6AKqAL+poACN3/LqI/Go8DNRxOjx/ILBRS4+UUaNQgfVKCrgVtufi1yC2ol0tSkMBQW16OyqkEg2uFSp4A2DsK2hDgLhn7rPouMCMaaDRVwfatRVXWDlHxMGGzB9eMjMS4lXJ7dvqcGr2VX4pez7OBeh8vc623Pq0FhcZ18PTY5HNOuikKS7Ut3ycbQaIFrHDWXPInwrQ94QBvhm5n90Hww5XIko09bcnJKq7CLDjgzyjRy3deyXpWzsHwlIZw/DgVu/phVjckXFFDg5gtZ0DP4owIK3PwxqxqTLyigwM0XsqBnUAVUga5UQIFbV6qpa51SAQVuejlUAfMUUOBmnra6cmAr0BXAjaBre26NB6q5XECFwwVCM46hcRYkxIcKZDMA2+LVZfJ6lC0YFY4GcaZljI8QUEbQRpgmgC2vWiAbgduHeTWIsAbLmo3X5hoc16e7wZwxrK9P93zNkpD1w6fI93ydjrb6xGsDNvm/XPwYEhKTOtU3rbPi0V1Hl52/lpOkPgrcOntL9HlVoGUFFLjpzVAFzFFAgZs5uuqqqoACN70DqoAq4G8KKHDzt4z6aDwK3Hw0MXosv1BAgZtfpFGD8EEFvAVuLPe4ZmMFUhPDUVhUd5JjjaFdnmYTqDY2JVzKRkqJyOwqTJsYdVLkhHRGb7W2ZOEaz2cdx50ZfZCRHiFOtsoqtxeOLrqWRujulbB8lonq6148qWQjy0p2Z/nItuLrrvfZN62srFR6s9FhtvChh3u0b5qcp7S0w+Upu0u3zuyjwK0z6umzqsCpFVDgprdDFTBHAQVu5uiqq6oCCtz0DqgCqoC/KaDAzd8y6qPxKHDz0cTosfxCAQVufpFGDcIHFWgLuBl91Qi9+LUx6EYbYLdIWcjIiKAm8IxACzUVHe5NFlLyCZyxo5qo1VLPt1PJyf3DN86B84x06ZEW6INgq7rageeWL5M/OdiTbeLEqwJdGtPjV+BmusS6QYAqoMAtQBOvYZuugAI30yXWDQJUAQVuAZp4DVsV8GMFFLj5cXJ9KTQFbr6UDT2LvymgwM3fMqrx+IoCzYEboVphUb0cj/3X2C+tvMqFyRMixLnGco90sZ0SdlUchKXgTdBh5ooa5OmPFlT2HxCkccjrA89H7YULPMsQklk+WwdL4ZsIqjgozjT2V2s+WnOnBR/6BEG1FQh7fxF3Qe0lvzoJ3PmK7t11DjrZdubsQHFxkWwZExMDu70/Ztw+s0fdbd0Vf0/vo8CtpzOg+/urAgrc/DWzGldPK6DAraczoPv7qwIK3Pw1sxqXKhC4CihwC9zcd2vkCty6VW7dLMAUUOAWYAnXcLtNAQO4ISgUS186ht35dR4nG/uljUgMxX3T+gpoa21kW1dgAAAgAElEQVQEl+1DUEUJQkr+Bcvn6+AcMh4N9rMR8lU2+B6/J2QjbAvZny1Qji42A8JxbVdoFOrPm4LQXSs9WxG61V600APfwrf+AsFl+ai55EkBc8Gl+2SuAeqMdapvetmvy0bm7PgIaWMuaDUnLB25YsUymXN9xg1ISUmF3W7vtrulG2kPN70DqoBZCihwM0tZXTfQFVDgFug3QOM3SwEFbmYpq+uqAqpATymgwK2nlA+wfRW4BVjCNdxuVUCBW7fKrZsFkAIEboXFtXhsZSUibSwNaRHAxtEcshFwEZjxz9DP1wkgI1RzhUUh/INF8jpH3ciZTUo5SolJAWrR8ifnWTfNRoN9mEA4DkK2mknLPWBNYFrZPoTuzURQZQmqr1wG69tzmuzBZ8QFFxYFutvc/dpiBfy15I7zl7QStmVmviTh3D/vZyg6cABZWesRPzheXktMSJK+aKtXrURKairSRo+R96xWm79I0GviUIdbr0mVHrSXKaDArZclTI/baxRQ4NZrUqUH7WUKKHDrZQnT46oCqkCbCihwa1MindAVCihw6woVdQ1VoGUFFLjpzVAFzFFg52dV+PVfy5GaGNaqk43wi33RGmJHIZilIcMi4QqLFijGQcBVP/xmca/RkWbANW9P3VLfNj5LWGd9+SZ+JXvWXvgQQnculX1dkbGonri8w73ivD2bL81jD7ZFjz8Gm82KsrIygWh8bfz4dNgiIuCoqkJBQYGUkGT5yHk//bmCth5MoAK3HhRft/ZrBRS4+XV6NbgeVECBWw+Kr1v7tQIK3Pw6vRqcKhCQCpgK3P67/wAW/epZlFdUnCRu3KCBeGT+/ejbx/0b3Tr8WwEFbv6dX42uZxVQ4Naz+uvu/qUA+7Rtz63B9rxqfJhXg2vGhWP6dacuGynQ6/XbxF0mYC3xGjiTrmk3VOuoipaCNxCa84ynJxvPE3wkHw1RsV0O2wiq6Bhrq1xjR2Pp7HPsybYte6uANA662ManT5BykTp8TwEFbr6XEz2RfyigwM0/8qhR+J4CCtx8Lyd6Iv9QQIGbf+RRo1AFVIETCpgG3KpravDM8hcwIjUZ552bhNfe2IQ7Z9wKa3g4Vr64FqO/OxIjU4ZrLgJEAQVuAZJoDbNHFFDg1iOy66anUICQKgjA2JTwXqNRbkEtKh0ubMmpEsjG/myJ8RbcdIkVw4eGINLWcizsxxay/z0Elx9E9fde7DbI1lxYQrb2uubakxyCttLSUqx9aY04xh5c8HCTfmd8ryv6n3mzzrZt2di44S2MGTMGVQ4H7DF22Xt02hhs2rQB7M026+457QlP5/aQAgrcekh43dbvFVDg5vcp1gB7SAEFbj0kvG7r9woocPP7FGuAqkDAKWAacDt2vBxLnv09Zk6fKqISss2750fiaNuVtxcbNr2De2ffIQBOh/8roMDN/3OsEfacAgrcek57f92ZAMoYh0udGJsaflLPspZi37zDgaWZxzxvDbSH4FCpE6lJYfLawJgQzJ3q7oFm9tiS40BWdpXsnzDYgsID9Xh2Xn/wTBx0suXm1+Hpl47J1xxD4yyYNika476Fhezh1uBqEODGMo3SO610HyyFb3r6pTmHjEf9uVPhjB1ldkg9sn7jnmiJiUkoLT0iDje6xgjIbFYbVqxYJsBr6tRpcsa8vFzszNkhICw5ORWb3t4gr0+88irpn1ZQkI+Yb0GZERSf+ePqldJ3LS7O3W/NGK9lvYodO3bIt0aJyJycHPmac3kO9mFzVDkQFx/vOUePCKabeq2AAjevpdKJqkC7FFDg1i65dLIq4LUCCty8lkonqgLtUkCBW7vk0smqgCrQCxToFuDWr29f/O6FP+HHd/xQgBtLTTYGcL1AJz1iJxVQ4NZJAfVxVaAVBRS4Bcb1IDgyYFFXR9wYlBmQrPEeCXGheGJ2zEnQjWc6XOaUqYXF9Xh+/XHMndIX40aE48PdNfhDVjnGpYbLuSurGpC1rUqgF9czYxCcZb1XJaCNX1+eZkNqQhgOH3WCMY5ICvMAv3uWHEFhcR3GJofjzsl9WtTWAG5RzlJ32Ug6ySJj4RySDmfs+VKykWUk/WHQHWazRSA5OcXjVqOzjRCMcIygbcbtd4AAji4zDvZIi4iwgf+Ndziq5WuCOJZ2ZI809lHjIKjjKCoqEkjGwXlTb5nm6bNm9F7jOpMn3yAAj261zMw1AtSuz7hBIJ4B1LjO+vWvClwzYB33nDr1VoF6OnxfAQVuvp8jPWHvVECBW+/Mm57a9xVQ4Ob7OdIT9k4FFLj1zrzpqVUBVeDUCpgG3BqXlLz6yksEsMXFxYJfv/X2VuzO3aMOtwC6mQrcAijZGmq3K6DArdsl7/SGhEFrNlaA7rHrx0d6HGAtLcy585eXCRyaNjEK0yZFNZnG9yOtwe06E9dinzJjEFDRxTY2xYq8/BqkJIV7XF65+bV4fPVRxNpDZO/CojpE/n/2zgU8yvLa92tym5mQgAkqIQHdZkK3lARKS1Bpk1CVgJdj0J5jAj49iqgtFy8Ve5QS9VFJ0V1RRC51l0tpt5B4qhKPFwjqhqRVSqhuSCi2JrgVEi7VRMiQyeQ25/mv+E4n95lkvrl833qfZz9JZt7vfdf7X2/i7vz4rxXbtd/2XXa3Oww/A7ZdO93qXrdnbPeu/pIm22IYcPV3VryO8+BZezPKPHYBGsCzgYAj4N+OMjt9UOWkuTmxlJcd200XnBmQDWe4ZpqVFhb9g1YtShxQewA3V+s5Six/kGPoHDOV2r6zUNPyjT4l0k+TAbR+vXEdg62srGx2jQGqAbgBli24cyHvBMCGOeiTlp4+mWqP1fDrCRckkC1tApd0bGxooEnpGVzyse5EHb+vABjex1wMfG8ymSghMZHnwQ23eMlS2rH9ZTpypJpyZ8+hst27GADOnnMdxwTIhv17OuDUetnZORyjjPBQQIBbeORJogw/BQS4hV/OJOLwUECAW3jkSaIMPwUEuIVfziRiUUAUGFgBzYBbz21RYvKJVc9R/cnTFB8XR4UP30eXjh8n+TGIAgLcDJJoOWZQFBDgFhTZ+920J2TCz2t2nKWLEyMZAAEabS+zU1Ozi+KsJu4dBhfYTdmxbueXcmpVHWvlUogjrCYGYHsqW6i5pbMbJDrf7KK758ZThq2rbKMaAGWqNGRqSjSdbuyg9w44GNxhXJwQybHU1rXz/j8boNQjnnlkfSPvjbKLpxs6OXbEBEiHs2EtlFyMqn2bOhMnsAus5wDYA2gsKbqYSz0CkM3LjXODtOeLzzIIxFrYU4E39FSblWnpE9QByO2vbuHeazhT4Z0X9OugU04+OOzsjk7aUnjRgJenpamRRu69nyJMJnLOXqcr0AZXWEXFPkpJTmGHGEAW4BZgFwbAFSAYSjxqMeBeKy19ndIzMqi6qordbgqkFa5Yzm45OOukH5sW6ofGmgLcQiMPEoX+FBDgpr+cyolCQwEBbqGRB4lCfwoIcNNfTuVEooDRFQgYcDO60EY/vwA3o98AOb+WCghw01Jd39deuaWR8rJHEJmI7A7XN7AtguKsEQx5PqtvZzgGMNR8rokO/tVJb/8lgppbXAyuyEVcptHlIgZalyVHU3bSX8kSP5L+o3IsAyvlctu5r5nBF+ZvXnFRF8zbbWegh4F91J74GeUTr5kOsBflhlwAc+ixFvNBEZnO11PHuGyimHgynT9JHWO+S67ENAZNAGAAbYgJ3/dVFtLy5u3c6wyj3XYDl1/E4NKLcWPptCmVFjzj4PhR+hFgEd/DuYfv81ec4Rj3H3FSXlYsQzm46QD1irY28rzP6tvoikkWjh/94jAHz0Bz1StuoKwp6HZ33kh2wfU1UDoy8osKijq0mVyuTmq96Xe6gm048y+LnmTIhoFSjFnZM7nMI14H+LpjwUJ3jzTffwuG98TWLZuotraWXW5wrcnQpwIC3PSZVzlV8BUQ4Bb8HEgE+lRAgJs+8yqnCr4CAtyCnwOJQBQQBfyrgF+Bm6eLbbAwk8eOoceXP8g93WToXwEBbvrPsZwweAoIcAuc9p5uNQAbzwFw9d5BB737TQlE9R5KIfZ0jwHoxOx9hCJPfUytM1ZQbfQMKvsokuwtLjcIuzLdTBMiqhl8xXywkpcDuPp/o35F116d2m3vW1ecoSlp0fx87Yl2LqmIsone9nyLPryZov5aQp1JUynyeEUvQdsvv5VaMx8YUGi1RsuN2yjy9EcUdfQVopiu8pcRpz/mr+226+knH/6UoSN0wYBDDSBtf7WTQd6bq5PYrQaw5znQHw594jCUcw9r3DM3fkglNbFOX9AQuTHvXsrg0Pkvc+j8xNvJcuGlgbtkAdgJ7rKNG9dRfv48crS0MGiDmw0DpR4B3PBasAZAIMpH9lU6Mlgxyb7+V0CAm/81lRVFASggwE3ugSigjQIC3LTRVVYVBQS4yR0QBUQBvSngV+DWUxzPvm3qPdXbbU7u1TQlfaLe9JTz9KOAADe5GqKAdgoIcNNOW8+VPXup4XW4o9B/DW6sN8rPs9MKjjK4rDJSY/hnjBkT2+iCv20lU+PfyZXwLWqbcifDNpPTTqbWJjKdP8XzHDe/ykBNjaijJRRz8AX+0RUdR63fLyTz3keobfJCcpnjuZ8YXje12elPdZfQ8zvOcmlIwKvBQBtgEko/ogRkR9J3KaZyDbVOu5860q6n6MoXqH1iPr/WNvkuijjzEUX99RVqufG33eLz1Cb60GYCcAM8hLOtr4HzRH/yCh3I2MFgUAE1lJH8sMrJsUM3zx5w/WUWDj7M9cbRptbAmTsTJgx4WRRswyTnzKepOepC6nR10ghrd/gXmBun3S5wkLW0tEi5Ru0klpW9UECAmxciyRRRYAgKCHAbgmjyiCjghQIC3LwQSaaIAkNQQIDbEESTR0QBUSCkFdAMuMHttnrtS7Tw9oJevdoOVR+lXWXv0/1L7iKLWV8fYoV0toMYnAC3IIovW+teAQFu/ksxoFpVTRtV1cJt1eWmOtPQ4YZn6F92T95IeveggyERepqp/mI3ZY/oBbrgYIs+uIbBVvu389lFRuZ4ImcTOWev74Ju5+u7INe38xmmYS4gGlxWKOeIUoytMwo5FvPeh3s50FDuseVHf+hV8jDyeDlFNHzKcK7Ddh2/D+gEOIb3UO4RvdbgaAO8a8ld36+QKBUJGNg2Md89J8J+kiEb4sUYCLbhfeyNdeCAGwx8DTejiCnyRAWfX7nscGZATc8RVfsWl9JUA2fEs46C3ayXo6VNE+BWXLydUlLGcc805SyD66yxsYGmZU7v9/iVB/7MjrThlFmsr6+j327dzPvk5s4ZrtTyvCgwZAUEuA1ZOnlQFBhQAQFuckFEAW0UEOCmja6yqiggwE3ugCggCuhNgaAAt8+PnyC435bd9xMpKam3G9XPeQS4GSTRcsygKCDAzXvZUbLwTEMn2qTRjm96oe2vbqGLEyK5NxhKGWLAqYZ+asopBjcVRuq4KHf5QvQCw+jLkQVnGhxtEV/VMDRDOUZAJgZwhzdxaUVPJ5gCP+xwc9qJzHEMxHpCMMxDqca2aV3lHbEHAJqCdXjNE6oBpJkAnQDdxnyX8Dy75WY+Qx1JU3kNxNQZl9Sve03NMe9Z0ktonIljaWuijvHZgybC+totDO3goNNqIE6cCQPnV+Us8TNcaypOuNksr/5PhpEd43MYfMJtCN1VbrQAbgBez63+lfv4AF/1dXVkjbUSoJstLY2ysnK4pCPKKqK8IkorAraVlOwgi8VKK4tW9SsfnsEcz6HWAdxb+dSTZLVaqKDgNt5LhigQLAUEuAVLedlX7woIcNN7huV8wVJAgFuwlJd99a6AADe9Z1jOJwoYTwHNgJsqHTk5YxJdN2tmN2XhcNv28ivSw81A902Am4GSLUcNuAIC3AaWHKUd0SdM9QjrORtwTZV/RDnGqyabfe4JhjUBcCK/qGD3WMSpjxiCYbSnXj8gzFLxKLeYKivZPvHWXq61vk7a1TvtFXa5RX5RTtGVa4liRlDblIUMjuDYijm4hp1sKBs5VNgFWAd4pdx2Q7no6EUHZ9xAbrqhrKuegVsNceKc0UdLyHHLa4RSlijlGXnsLYo8/bHb5YbynBENf+c5/Q1/AzeALwW8Ftx5F6G0Y2NjIwM1h6OZbGkTqLGhgWpraxiqbVi/jgDoAMoUeMPPCpRZLVa6Y8FCd/ilO18ja2xsL+caHHXVVVWUlpZG1dVV3Lstc/oVw5FanhUFhq2AALdhSygLiAJ9KiDATS6GKKCNAgLctNFVVhUFBLjJHRAFRAG9KaAZcINQAGvrfr2VCh++z11WEqUmn1j1HM26OqcXiNObuHKefyogwE1ugyignQIC3P6pLaBaacV57u+FgRKR7x5ooRFWE/cMuzLdwqUi4V6Ls5i6OdaGkyFANgCtyC/2kStxgtvRNpw1vX22y6n1I+pIu4Eia95m2NYTImEO3HbK1ebt2v6eB50AulTJRm/Wx3y40jouyeoXQOJ80Ye2MFxrv/xW1r/nAHhESUuASAA4OOGcs9YPqMlQgRugWG1tLWVmZrLbDM61sj27KCEhkcFXXt5cBl4AcOXl+9jNBuiGn+tO1NHGjev4OYC25JQUOlh5gLKysilv7i20ccM6Sk5O5uNVVJTTokVLGcApBxxeB4TDz4ghPSOD97TZbNy3zWKxEGCfDFEg2AoIcAt2BmR/vSogwE2vmZVzBVsBAW7BzoDsr1cFBLjpNbNyLlHAuApoCtwgqwJs9SdPu1Ve/tC9NCV9onFVN+DJBbgZMOly5IApECrAbftuO5dizEjrgl0YKOH4m9ImujsvnlKTowfVBE4zVcZx0MnfrL+/yklnGjvo3cquEo/osxZnjXA/DsiWlx3rzXJezQG4ibCfcoMa1ZsM5RU7LsnmPmyBHnC5obQkRiB6pA31fABj1uLZXNoReik3n1oPDji40JwzCtkJBwda1Cev8Nv99YiDo025+rDeQO455QZEmU/WaoC+dXjfW+AGwOZwOCglJYWqDh/m0o8YgGYAXgBmauTOnjNg7zSsBWcbANm8+bcxgCsr20X5BfPd/d7UWnC0VVZW0oIFC2nr1s2UnZNDZbt3MZwDjLPZ0tgth699PT/UPMpzooA/FBDg5g8VZQ1RoLcCAtzkVogC2iggwE0bXWVVUUCAm9wBUUAU0JsCmgM3vQkm5xmaAgLchqabPCUKeKNAsIEbIFnR1q8ZrgGWwT2Gcc33rAzb4C4773DR2mWj3TANc1Hm8bKx0QzLqo610vlmF68BYNcT0MGphn0A7fB96b5mN2RD/zWssWJBAk1Oix5SOUhvdMYcwDXz7qVcPhKlGTvGTKWYPxWx+2o4pRa93b+/eVzOsuZtdm4F28U22FksZUvIFRNHEY01XO7Ss68aYBzO4jnQU60zcQK5YuJZY7zvio7nKeiVB1cbXGvegk70kUOvNm+e8Ra4/bLoSS75qEo/oi/b3Lk3M3wD+AJEw2sAb79Y8VgvcNZTs776sPWlK/bE3hiqtxv6w2G/hIQEWrT4Xi5RKb3aBruV8n4wFBDgFgzVZU8jKCDAzQhZljMGQwEBbsFQXfY0ggIC3IyQZTmjKGAsBQS4GSvfQTutALegSS8bG0CBYAE3Bb7eO+igWIuJfjZvFFXVtH1TxtHBEAxus6eXJNKCp76ke/Li6bOTbdxLDfAs1hJBzS2d/PWqDHMXrLsgkrBeVW0rrVqUyPAN+yxf38iZXLUkgb8/1dDBzwKyoVQkQJ03DrrhXAeAHoZtrU1ErXYytdl5uXbb9UGFbcM5UzCeBSADKHNFx3Xp9+18hmWRpz7mMo9wsqEXG/qwRZ7+iFq/X8i96fAaBlxsnXFJXCITOenP+dbf2VDWEv3d2ibfNSic9Ba4PbTsAQZcKAuZnT2zF+BCSUmtoBf2xlDOOZSoPFJdJaUjg3G5ZU+fFBDg5pNcMlkU8FoBAW5eSyUTRQGfFBDg5pNcMlkU8FoBAW5eSyUTRQFRIEwUEOAWJokK9zAFuIV7BiX+UFYg0MBte5md3WkKmo1JjKB78kZ2KyW5fEMDQ7MH8kfRtdOttHJLI+0/4mQZ87Ji6absERQXa6JjJ7r6qfUsI/l88Vmqrm2lFQsuoDU7zpGLXHS6oZMhm4J4yvGmZW7Qlw1lDTEiznxEEV99yiUbUVIy6pNit+tKyxj0trYqwQmghu9RQrJtYj5FHt/H+joKyvo8srU4l19H2c6o2rcJzrf2tBu8drYNRUdvgBsAF8o4Prjs54M614YSw2DPwNGGspXZ2TnscpMhCoSLAgLcwiVTEme4KSDALdwyJvGGiwIC3MIlUxJnuCkgwC3cMibxigKiwGAKaArcPj9+glY+s5aa7F0uAM+RPHYMPb78QRo1sqsslAx9KyDATd/5ldMFVwGtgRvAFmBZdY2TDn/jYJs/O44yUmP6hGVQo6qmlctEXjPN6oZpv9l5jj6sdtKLD40etOwjXG1wxfUEbI+sb6QXPUpT+qq8KlcYcepjdqq1227otgTej9n7iNs9hTcBduCqQhlEzO8Yn83PABahD9lwBkr/wRVltAE3W+foNCKnnayv/4iPDy3bpj3Qr+sMzjSVM5SlbB+fzWU9tRx9ATf0UyNX167V1VXucpEFBfO1DEXWFgV0p4AAN92lVA4UIgoIcAuRREgYulNAgJvuUioHChEFBLiFSCIkDFFAFPCbApoBtxank15Yv4kmZ0yib1+eRm+8VUZ3L7iNLGYzbd5WTNO+N4WmpE/020FkodBWQIBbaOdHogtvBbQCbgBtO8rs9G6lg9AnDeUdAdnwtacjDQoCQKFMIOBUfwNr9vVsX/MB5wD55s+JcwM6gLgRloghJQyQJ+bDldw3DDHiK3qCRZz+mDrGZxFFx/P75Gzi/l4oGWlyNlFrZlfJPn+P4uLt3NMrP38eZU6/YsDlAXYwt2De/JB2MaH3GPqK+QIRo2rfoqijr5Bz9jp3bzZ/az3U9TyBW+nO16i2tpYBG86nvsJdlp6e4dOZhxqPPCcK6EkBAW56yqacJZQUEOAWStmQWPSkgAA3PWVTzhJKCghwC6VsSCyigCjgDwU0A25nzzXR6rUv0cLbCzhOQLZl9/2EHW2Hqo/SrrL36f4ldzGAk6F/BQS46T/HcsLgKeBv4Aaotb/KSf++s4lGWE1099yR3CdtoAFogh5bcIC1Zd7nBifW4tlE5jhqT72eIVYwBsCaGa61xk+531rnmKkEtxTKRWLAWYX3MADe0DPMFe1f93VtbQ2vb7Ol8dfKA3+mkpId/P20zOmUZkvjr32NiopyAuxR5QK1Kl0IgFRdVcUxpoxLoZqaGgZJvgwFEfHcHQu68g1QaLFaB1wLzkJ/a+5L3P3NVcDtL5X76Y3S1xmq5eXd7O7HBsAoZRz9obSsYUQFBLgZMety5kAoIMAtECrLHkZUQICbEbMuZw6EAgLcAqGy7CEKiAKBVCAgwO2CUaPo15t+Rz+9638zcEOpSU8AF8gDy17BUUCAW3B0l12NoYC/gJtytH1Y5SRAt2syrXTP3PgBHWVwjbnMcWR583Y3uIJ7DGUXO8ZMZdAFyIWeW80//sCdEEAwOMhUSUb8jDkY6NE11FKNADfRlWupdcYKUhAn5oOVFPlFObXOfKZbuUJAN+yDeAHcEIMqF+nPm4MeX4A1aixatJRKSrZTqi2NHM3NdORINb+F121pXUAOo7amhucpx9jiJUupcMXyXvP8ESscdL/dupnhUWyslZqbHQSYpOLJysoZFL4hzl8WPUlZWdlUWVnJ0K6xoYHjnzQpnRbceZc/Qg3oGgBu9fUnaOP6F8L2DAEVTDYTBXxQQICbD2LJVFHABwUEuPkglkwVBXxQQICbD2LJVFHABwUEuPkglkwVBUSBsFBAM+DmWVLyulkzGbAlJycRvn9nz146XHVEHG5hcUX8E6QAN//oKKuIAn0p4A/ghp5ryzc2cOnI+blxdO10a79iA0xFNHY5tsx7H2ZnUmfSd9gZFvFVDUWc+YiiD21mkNWZkMavw+nmnPk0Ay3lODPZT1HLj/5A0Ye2UGTN20QxI4ha7dSZ9F1qm5jPTrT+BkBfR9JUwtfog2v4mc64sRRV89Y3pS3jyRWX1FUW0n6SnLPW99sbTMtbBdfYhvXrKDsnh7Kzc2j1s/9GJpOJIdQvVjzGUAvjudW/6lZaUsErvAdXFVxtGEUrn6CUlHHkaHFQ7qw53QDdUM+BGEtLXydHs4NhGZx3niUTHY5m/nkwYLZx4zrubbZo8VIut1i8Yzslp6SQLdXGa8Lx5qtjbqhn8tdzjV830fp1z1GKF+f3156yjihgFAUEuBkl03LOQCsgwC3Qist+RlFAgJtRMi3nDLQCAtwCrbjsJwqIAloroBlw6xk4Skw+seo5qj95muLj4qjw4fvo0vHjtD6frB8iCghwC5FESBi6VGCowA0uttJ9zfRZfRsdq2+nWIuJXlx24aAawTGm3GhwiJlau3qeoZykGgBxKNmI19smLyRL2RIGYhh4Fr3euoaJQGn4+Yn5FH14M8M6DEfBbneZQbjRMADs8D2cc7y3/RQ72dTocqwl8Y8RDZ92Odba7NyrLZADwAylFGuP1bghFPZXpSRRPrKgYL47JJRibGxsYPcaBkpIwnUGyOXZD23rlk1uR5x6ODExkeFdXwNxAH71BF2qfCTcd6osYl7eXO4lh73z5t7CDju41KoOH2ZgtrJoVb/lEzEXwM3TpedZbhHnQ7lKgMfc3DmBTMWQ90L8r776Kh39azUVPvq4lI4cspLyoCjQtwIC3ORmiALaKCDATRtdZVVRQICb3AFRQBsFBLhpo6usKgqIAsFTIGDALXhHlJ1DQQEBbqGQBYlBrwr0BdzgWNu+x04ZqTGUkRZD5x0u2l/dwg62MYmRVFXbSigdiR5teB+vqbk9dQLQivrrK4xt/j8AACAASURBVNSZ+C2KPP0Ru9Hav30rgzQMBbw8e3Cpnm6t0+5nkIafUeoR/dw6xmVRa+YD7E4z71nC5R8VrMNacMl5vq4AG9aHI87y5h0M7FAGEutTTByZzp/iWNon3hr0XmAAZXB3Kfdaz1KRgG62tAkEUKaGcrThNZR1xLM/yOpyxXmOsrJdVLZ7FzvRrLGxDMXQHw7zbsq7udtclIhELFiv8NHH+Cv2QZlKPIefbTYbA7yBSj4iFpSyzM+fx0CurwGHHtxsnhCx5zzMsVqt7IAL9fFP7Sw05/r/QT/4/vdDPWSJTxQIOwUEuIVdyiTgMFFAgFuYJErCDDsFBLiFXcok4DBRQIBbmCRKwhQFRAGvFdAUuKGM5JdffdWtdGTPUpNeRyoTw1oBAW5hnT4JPsQVUMCt0xVFv9nZRKcbOwjADXDtTGOHO3pP2KZKR1412TxgjzY8HPNBEQMzDDjI0GNNwbb+pAE4i/nTSmqd9gCXlsTPKCuJ0XLjNnePNkCzvvq1wUUH5xyeB2DruCSL+7CpfmuOm19l4KZFz7XhpBswDK6x9IwM9zIDQSjPveAsq6godwM3uNY8oRzmsnPu4IFuLjHVI87TgaaAEco4Yl2rNZZyZ89xg0BAQLjXAN0eWvYAvzeQ8wzOOgxVVhIQDs43wDrlousrXs/zIU7ogzhDeah+dtAkc/r3KcYcQyOs5lAOWWITBcJSAQFuYZk2CToMFBDgFgZJkhDDUgEBbmGZNgk6DBQQ4BYGSZIQRQFRwCcFNANuCqzNyb2apqRP7BbUoeqjtKvsfenh5lOqwnuyALfwzp9EH9oKALg52lz05CY7Hatvo2syrdyHDa614Qz0Pos+vIVhG1xoAG2eLjZf14ajDf3dBoN1WFe52jrGZ3FpSMctr7nLTaoylb7ur/V8BWqwD3queZaC9GVvlHsExPK235lyoCknnXLBKYiG99FHDusiJrzu7doqblUKEwAQa+Cs+B5xYgwG7DBHlZ18dvUaX+TQfG5Px+Evi55kxx/Kajpa2qjT1SnATfMsyAZGVECAmxGzLmcOhAIC3AKhsuxhRAUEuBkx63LmQCggwC0QKsseooAoEEgFNANu6Nm2eu1LtPD2gl692j4/foLgflt2309o1Mj4QJ436HvhA084Cnq6FoIemMYBCHDTWGBZ3rAKoDRki7Odtr3dTCYT0dNLEgd1rHkjFjvU9j5CJqed+6sFw0lmfe0WLhWpylIiJpSz7Ei7fljgz5vzD2UOnGS1tbUM2wI94FIDcEPPOLjIepZ/BFSCew6Ot6H89wfQbvWz/8bHSkwcTXV1dVz2EqUtAaa8GfjvH8pKDgdGerOPt3MQ/86dr3OvPQxbWhpZLVaGicotKMDNWzVlnijguwIC3HzXTJ4QBbxRQICbNyrJHFHAdwUEuPmumTwhCnijgAA3b1SSOaKAKBBOCmgG3MTh1vsa4MM9fNgI4KY+kEXvHZstLZzuzJBiFeA2JNnkIVGglwKnGzpoTclZOtPQQfjec2xecdHwXW1cCrKIHWbok9Y68xnqSJoalExEH95MUTVvUcv/2BaSgE2Jgr/tW7duZgeXN04vLcTEf1tQxrJ83z4GalpAP5wT//0azlBgEHBLy4H/tiIfDY0NZLVYKCFxNIO1xUuWus9QXIxedp+yYw/98KAbwKTD0eIueynATcssydpGV0CAm9FvgJxfKwUEuGmlrKxrdAUEuBn9Bsj5tVJAgJtWysq6ooAoECwFNANuOBBKR6779VYqfPg+t8sN7raVz6ylW/Kup+tmzQzoud/Zs5fq60+x685zwI33xKrnqP7kaX55+UP3diuDiee2vfwKvzd18iSfSmHiA0oMfEiJnjo1NZ9SS0sLodcN/rU/XsN7hY8+1u2DTHwwiLJgN+XdTI2NjZSZmTnsDzoDKnaPzQS4BVN92TucFPiw2klXpXfvF3W+pZP2Vzm5XGRpeTNdlhxFV2VYKCM1hkbEmmjMBS6KiCSymmOGdVT0RDPvfYRBW/vEW4ddQnJYwRBx37fhlLAc7v7ePg9nG1xR6G821DKS3u7V3zzEUFlZya6znu624a7tz+eLVj5BmdOvGLBf3HD3K1yxnHXASEhI4P+Gqv8OZ+fkuPcG/MN/Y7Ozc/rdUoDbcLMhz4sC/SsgwE1uhyigjQIC3LTRVVYVBQS4yR0QBbRRQICbNrrKqqKAKBA8BTQFbjiWAmxNdrv7lD2BltbHB/hb9eyLvM2sH2Z3A27KiTc5YxIDQMS7ZsNmemDxQoaEeBaw7fHlD3L5S5TCxOgJ7fo6gypXVV1VRbGxVu51c/+/fk7/XjuecufcQBUf/Jls4y6mui+b+MNBQDj8i/yyPbv4K0Cc+tAQ/XamZU7nf4EfrA90h5MnAW7DUU+e1ZMCcKX111utqqaVlm9soLzsWC4LmWGLIXuLizaVnnO72R7IH0XXTu/uMkIPt+ECN/Rrs7x5B7niksg5e11YgK5QuBco31hevo9SUlJo0eKlQQsJ/4ADcTQ2NAQ1jsEE2LhhHZduzM2dM9jUIb0Ppx+0wH8v8d9e/GMW6IL/bjqam6mkZAf/txY6bdy4jr8fqMSmALchpUEeEgW8UkCAm1cyySRRwGcFBLj5LJk8IAp4pYAAN69kkkmigM8KCHDzWTJ5QBQQBUJcAc2BWyidvy+HW89+cj0BHABbcnKS243XE8B5ng8f8m1c9wJZzdGUeEE8NZy18/9lXNxJ34o7R9+xfE6ucT+kVypPUHVjLFljomjlvx6g8+YkeuxgMn/oByhnG3ch/S9bE7196Es64RxJd+ck0zO76nirvBuvo6wfzg4lWb2KRYCbVzLJJJ0oAEcawFpqcjR/BTADOANQw8hIi6Er0y10baaFwRrmb99tp/3VTjdYuzghks40dpWMvCbTSvfM7ep3ifk9hz+AW7iUbwyFKwJQg5GQkOju/zWYUyoU4g6FGODEq6+v9wkKQu/8/PkDgjH8IxVHi4Nd44Br/ZXUhKsNDkCUkMTcZ1evGVAWAW6hcGskBr0qIMBNr5mVcwVbAQFuwc6A7K9XBQS46TWzcq5gKyDALdgZkP1FAVHA3woYHrj1BdCUi+22gpvphfWbSLnfIH5PB9wfPzxEVVWHacTIy+hvH/1f+tcRX9On50fSOGszWSPa6bK4drKbJpG9YwQdsqfTf9kn0dTYN2lcxId0Q9IJSv7+AmpuaqLWIyX0fM1EmjDiHP009VNqu+g71HnuFEV1NFF7ZDz94+tz9LsvUsmckEKLlj3u73ug+XoC3DSXWDYIsgKAZsfq2gmg7L2DDird10zz58TR9l12GmE1sSvt4gsiaURsBO2vbqH3Kh3sdLs4MZL7sTU1u+i22XF0ZbrZ7YADrHuj/DzdPXfkgKcbKnCLPPUxRVVtInxF6UZXYhq15K4PspKhvT3AjgJuKtI7FiwkuJBlDK4ASiXDedYfEOty6X1FeXNvYYd33Yk61lv1Pu3LjYZebMdqa/gfrGAMBNGUww5zvXEDCnAbPKcyQxQYqgIC3IaqnDwnCgysgAA3uSGigDYKCHDTRldZVRQQ4CZ3QBQQBfSmgAC36qO0q+z9bn3ZegK3OblXu3u69QRu+NfynuPGH95CzXFjKDraQin0BbXEjCFHzBj3lEvHRtJ/vHWOEv+xj9oi42jfV9Op2emiKxKOkC2lkxqb2qjhnJn+3DiJ0qz/TbMT36f1dXfy99fGb6O9Z8z0i8eK/HoP//K3dvriVJeT5pKkSLrwAhN9caqTvvy6k1+7dEwkXZIUQRde0NtZ40sgnZ0uiogw+fKIzBUFQl6Bz0930EeftFPFoXb370zX71IE/x5lTYmm2+aYKdbc/e7j9373/jb3+S6/NIIm/kvUkM7rcnU9ZjIRRbTbKfrrWrKe+pDMX/4X2W030/nxs/n1kZ/8B9lT51J7bBLPT377ZnJeNJmcoydTRFszf3VeOGVIMRjloZd/t5nwDwiycq6m06dPkrPFyd/L8E6Bv//tr/SHkpf7/e/Y5pfW0ddfN9L0K2fQF5//N11y6b9Qxb73aUzSWPrWv367l9Znv26k9WufpVGjLqAWZwvddc9SGnVBQr/B/N+S/6BzX3/N73/r8t7r9XzQ83fLuxPKLFFAFPBWAfn/C71VSuaJAr4pgN8tU4SJ5H91+aabzBYFBlMA/38h/meXfKQxmFLyvijgmwL4vcL/xo7ABxoyRAEvFEgcNcKLWTJFFAieAgLcevRoQyp8cbhVvruLYs1OGh3toIYmB11+zR1eZfOFkrP0YXUrXTvNQldnWqi6to2qarvKzV05yUIXJ0awKwYDZekwXn25lP78X3vplvyfU2rqGHbG+DpQsi4jLZrL0sFV88Ir5+gfx0+QzfLfNG3M59Te3MSADyM9NZrOt7jos/p2/vmmrFi6eprFHU/PveHw6avcHebhP55fNzkoYWSsryHLfFEg5BTA7w5+/47Vt9EDzzdQrCWCf5fnzR7BLjcM9F/z/H3T8hDNjq4ebrHnPyfrnnvJ1NZEnQkTurZss5NrRBKZWu0U0fgptV2eT+3jssj6ble/sea8P1Bn3Nhhhwc30q83rqcf/CCb+2ep8cc/ltPYsclks6UNe49gLVBSsp1yZ83hkoVrnn+Wli9/lBISE4MVTljvW1tbQy/9ej1r+Pzzz/JZbr/jTvf9+D8//1mv802blsmvwZWWO/s6SrgggfXHnXuj9HV+/aeLvOufp+4pSkDPyp1Ds2YNXKIZ/5K509VJsRZzWOsuwYsCoahA49nzdMHIEfyPRWSIAqKA/xQ4Z3fQCKuZIiOH948l/ReRrCQK6EMBZ2sbtXd08u+XDFFAFPCfAu3tHdTc0kYj4yz+W1RW0rUCYubQdXp1cTjDAzd/9nDT+kY0nvmCip55jq6BOSVyDP0teTFdlhJNI8wmumqy2d0LqqqmjY7VtdFn9W3cNyo1OcoNwkrLmyku1sQ/AxbkXHKcliU+Ri9/djE1R8TTuKgvafYPriRrfFe/qIgzH5HJaafX435Fb/8lguEbAOA1062Ul9UFzzz7T6EcHvpNKUioNLE7OujQ389T2vgR7nJ5Wusl64sC/lYAvzO/KW3iXmyq99plyVH04rIL/b2VT+uhpGRkp50u2PszhmrttuupdUYhl4rE77AaJvtJiqp9m3/EnLbM+7mUpD8GenNVVJSTLS2N8vJu5j5agBuFK5ZzOcDs7BzKnT3HH1sNaw3EBECDmPA94uxvYF51dRVDHTUG6g82rMAM9DCc4eh5B135buTkUG7uHFLlOrOysvku4Sv6veUXzKfamk+ptHQn5wx3LD19Mu3e9Q7/vGjRUn7N24Fn8Gzm9CsGzD/Wk5KS3qoq80QB3xWQkpK+ayZPiALeKCAlJb1RSeaIAr4rICUlfddMnhAFvFFASkp6o5LMEQVEgXBSwPDArcXp7NanrWfJyJ493pT7beHtBUHJ8/PPPEl1Zxq4R9z0S1PpL2cupT82X8Ox3DM3nraX2Ql9nyaNc1JOwgGaav4zrW38Bb9fW9dOzS2dDMQuj6qirKS/UkTtG/TY4TRKSEggW9oEOnLoID313S8otqWeOsdMJVdMHJnsp/h558ynqfbchfTeAQeVVjTTVelmujLdQoB4ABHoXQVXHqDc/Nw4fga9rBCPGgBxq5Yk9OuEC4qo30DD/tx5wYpJ9g0NBXB/cafRd+3dSgc7166ZZqXSivN0T95IykiLCXqgAG4J793FJRhav1/4T3dbH5EBukUeL6f2ifl+ixtg6pdFT/LfkcbGRkKfLTiHrLGx9NutmxmcAKAM1FsLvbtaHA5KTknRrB8aQMuG9esY0mAg7r5iAvgp27OLARAGQGHlgT9TQcFt7Kzqq4+Y38Q0wEIAbtAQzufExNEMyzyB2y9WPEYlxdspb24XuMWAI+251b/i7/EafgasS8/IoIKC+ZqpJsBNM2llYVGABLjJJRAFtFFAgJs2usqqooAAN7kDooA2Cghw00ZXWVUUEAWCp4BmwO3suSZavfYlApi6dPy44J2QiADNVj37YrcYlj90r7svG2J9YtVzVH/yNM/xfA8/v7NnL217+RV+b+rkSd36vQX6YPiAuGTH76j22H/TDy86Rf8r5Qta/sVKsiSOpX01CXRnxkdUMLqYP3g/UNtI+xsuooVX/wtF5jzKoVqLZxOZ44icdi47t+3Ud+jvzjG07KH/Q83NDvcHmtMnT6BJ38smlP+q//zvtGjkm9Q5egI5Z63ndd5l6HaeQQRA24sPjebXAa0A4ErLz5Pd4aK5ObGUkRpDTY5Osjc7qXhPK513uGj+nDi3Qy7QGqr94MwDTFmz4xx/TU2JIjQ7mD8rLiQgSrB0kX27FICLDcAYkA0D9/zuuSMZNIfCgFMt8thbFPFVDf8uY7TcuG1A2KZF3HCAHaw8QHV1J/jvSE1NDRXv2E6xsVYuLVldVcWOt40b1xFAioJVGzesI4fDQXcsWEjHamuouHi723UG9xMccf4cCrZhTYejmRyOlm5uqUmT0jnm8n37qKxsF+FnAENbqo2dUHgegEfG8BVA7vHfFuVgA3BDydHSna9zblYUPt7nJnBLKkcb7hOeWbTYu1KSQ41agNtQlZPnRIHBFRDgNrhGMkMUGIoCAtyGopo8IwoMroAAt8E1khmiwFAUEOA2FNXkGVFAFAhlBQwB3EI5AUONDW6LN14vof+d8glNGfU1f8j+0YTn6XsfzyNHZDz9/ugIOnQ2gZf/8fhjdNXoL/n7E45YMieOpy/iptNxVzKVvfuflJ8/jz9QxlBOlZ5xLf7xXEqv+gW1Zj5A7Zff6n4boApg4trpvT+IxntjvukzBydDw9lmGn3BCAZyL++2U3ysiZ1wcNypsab4LAMOvK6cQ3AUYQCQ7a9yUqw1YtjQA2stX9/IzjzlWDrzdQd9WNVCaDF+d148jYg1MYzD3M0rLhpqquS5MFQA9+K+1V8RykXmZXU1Y+3rjgfjaCgZGfOnle7Skfjdb469jFzxSWROvCRgIeFvUO2xWoZtGHCBwaWE4elGAlTJm3sLwdWE0n8NDV+xmxZuJQWx8BVwbu7cm2nH9pcZdPnTtYS/a7/euI6B2eIlSxkKYsB9B1cehslk4r9/GIjFn/sHLClhshHKj6JUJO5LdfVhOnKkmrVHLhbceVe/ZR7xHAbuE+BbZmYmf6/lEOCmpbqyttEVEOBm9Bsg59dKAQFuWikr6xpdAQFuRr8Bcn6tFBDgppWysq4oIAoESwHNgBsOhPKL0743xe0kC9Yh9bgvPqBe+dST/IH11clNNDn2BJflqqpz0h9OjKeGxkZ2aMRaoslx9kuaf/0PaMTZarp/WxWlpV5GrohILpeGDzh7ugnwQfrBg5W83rRp07lUHNwmN1z0GcXX/oF7PnWkXU+t0+53S4sSdVGflLDbBn2h0B9KuW4w3xO44SFArH/f2UTvoURfWgz3mTvT0EGHatrottlxDORQ/lINlKIEwMNzGHfnjaS87K4ecgMNgBM46jA8wR1gm4tcDFM8QQo73orPUlVta7dlH8gfpTlwQawAlKX7mikvJzbkym4OprVe3od7c03JWYZtwe7N5qmp6r8WdfQVciWmkXNGIbnixvIUlJSMiCSymgNT3lL12oLDCCUWrRYL99Ty7KMFoAbwpkBc0conGOzjWbibMPC8cjopcAJ3GVxmvpYKxF799WNDucqK8r3swPN0qfHfwMRE/ju6dcsmdr2tLFqll6scFufw/Ece0D7UXIQC3MLiGkmQYaqAALcwTZyEHfIKCHAL+RRJgGGqgAC3ME2chB3yCghwC/kUSYCigCjgowKaAjf0Q3vjrTK6e8FtZDGHRhk2H/UJ+elwjWBMGOWk+7/bTI99fCk1fH2OX0NZNpRvg4sDH0Tje5R/UwMfhAOoDdaPCM+gRBw+AJ934w8p5uAaijxe4S5fF3PwBYo6WsLLArSh1B1cN4ABAHEd47OpY8xUivhrCbXdtI2BnRoAXOg7B5ccYBN6wnmCNECo/dVOOnaijd+7arKZPjzsZCBybaaVrsBrPUr84RmAPDzn2T8Oe6LkJaAdYMrTSxL7hVqIh+fHmtiRh/X8Bd0AdH5T2kRxsSZe89jJdu6Lh7jVAGBcu6yrTKeMwCmgYJu3QHcokQGcKVDW83lAavPupdwv0XNOVO1bFPNBEU9vm7KQ2iYv7PZooIAb/hY4mptpz57dNHZsMruR+huqbKACbvgZcAvlIxMSEvmxrOwc/vvk6bJVwB8gzrMEJV5PGTeO/5YpSIPn4LJD2UfEhH9kAPccXHfY19HsYAgI+Gez2QZ1Q2Hdwf4eDiXn8szACqjyog8u+3nISSXALeRSIgHpSAEBbjpKphwlpBQQ4BZS6ZBgdKSAADcdJVOOElIKCHALqXRIMKKAKOAHBTQDbj37ovWMNXnsGHp8+YM0auQ/4YsfzmO4JZSLxGIx04IFd3OfJPREwgfjKM8GtwCcJY2Njexmw1fPD7G9FQyuE/RiUh+IWl+7hVwx8QzYANxaZ6wg14hk6kiaSoAD0Yc2k+n8KX4/wn6STA2fkqnNzuUoUZZyuANA7KmtX7MLDtDqs5NtDMbUQL+tvOwRdGW6mUEe5ttbXPT8jrPsoLt2usUnBxmg4Pbddn4mdVzUkPu8YQ2sNX92HJevRA+8WEsEXZVhpmunWTnGz+rbaOe+ZpqRYaYHCkYNVyp53ksFADzhfLw208K92vw5ANIia9+h6KMlBODWX681/N5EH97Mv0cmp51av1/IYVjevJ1cI5IYwrXkdvVR9BxaAzfArpKSHe4t8Xel8NHHBnQjKeCGv0fp6RncF02521Ba0tMN15fWqgSlmocSgikpKdyzC2uV7d7V6zHAMsQGtxsG9nW0OHhf/O3qzwHnz1zLWvpSQICbvvIppwktBQS4hVY+JBr9KCDATT+5lJOElgIC3EIrHxKNfhQQ4KafXMpJRAFRoEsBzYCbCBwYBeDIwIfPcHTgw+a+XCeYo3olNTY0DPpBd1+RqxJy6oNyT8cN3GwACJ4jpnINuczxbicOSkrSvifIav+s19yhKgWn2vPbz9L+I06GVvdw37UIGpMYQXCI9TU8+8r5uq9y28EFdaaxg+Hblkcv9ArcIdbf7GyiD6qcHCfKWPI6X3ewow9reY4Pq51UtLWRXW79ncXX+GV+/wrgXqBn25UZZvqZHyAn+qxF1bzFcDny1Mdk3rOEXNFx1AEA3fgpmRpqqO07C939EAHkYv5UxI5QgDXAagzlBu24JItaZxRymVZPh6g6kdbADWVl4UoD/Ko7cYLmzb9t0NJ/6LdVUVHOfdvwHP4RANxsGN7AL09Xmvr7g2efXb2Gy9zibx0cbxj4G6d6yeEfFiQmjiaLxcK9wQDZvHG3ye+HKNCXAgLc5F6IAtopIMBNO21lZWMrIMDN2PmX02ungAA37bSVlY2tgAA3Y+dfTi8K6FEBzYHboeqjtOrZF7tpt/yhe6Wvm59vE9wfgGreOEeGujV6HJ08Wc+lKienWLiMZEfqDWQ6X0/ttht4f/ReQl+mtEvHdAMDAG5Nx6soad9P2b3TipJ5HqUlhxqTgm7XTI/tVVpyqGsO9hz2PHainR12U9KiacWCBAIg+6yujZ1rPQdA3RvlzfRupcMngHbjslO0alEi97iToZ0CyKfq6TdQmdHBIkDJR4Bo/C7gdwKgDSDavPcR6kxIY7eauvNwscHNhvKQrhFdpVcjTn1ErTOf4d8PDDjh4IiL+uQVctz8ar9lKDFXS+BWXLydYZavzlhAMAD+lHEpbtcZIBoGoNlgA8CutraW4Rycu+Qi7veGUpFwt/UVD8CccsTB5aZKSg62l7wvCvSngAA3uRuigHYKCHDTTltZ2dgKCHAzdv7l9NopIMBNO21lZWMrIMDN2PmX04sCelRAU+AG2Lbt5Ve6lY5EX7eVz6ylW/Kup+tmzdSjpkE5E2BXc7ND0/5D+AB944YXuSxl3txbKCsrm8+KD7lRtg29mcrL9/GH64uXLOVY8Aw+9E612ajhbDNd3PJ3itn7MHVckkNtmff5Bbr5S3BV9g9lL70ZAGmPrG+kpMRI7hUHcIO+cvNy47iMJX7eX+Wkf9/ZRCOsJn5t1eKu3lXejDtX/oOdcPNze0M8b56XOYMroMpIIj8vPjTaK7diT5cZHGvouwYi1JZ5P0UdfYVdbHC0EZn49ZYfvdrrrivohig7x0yl9vHZ1D4xv1fQqg/iQKfRCrgBelVWVjLkys7OGVzQQWbg71TV4cOUOf2KQddSjjgA/jdKX2fAhniUay0U+30NeiiZEHYKCHALu5RJwGGkgAC3MEqWhBpWCghwC6t0SbBhpIAAtzBKloQaVgoIcAurdEmwooAo4IUCmgG3FqeTXli/iebkXt3LzQYQt6vsfbp/yV1kMZu9CFOmhJICqjeTKgsH5xs+BMeYljmde73hg3V8UA4nCr6//Y47qb0zgqZOSWcYYd69hMgcz86dYA92Eh3eQpFflHPJvv76a/UVJ4ANSkXChXbxBZG0puQsT0OJSAA3jGsyrVymED/3LB050NmXb2igOKuJ5s2Ok7KSfrok71U66LKUKDrT0EnH6rr6/qGMJKAmgOhgAw42ADWUigQkU7CtM+k71DblLkJ5VQzMQ09DwGVAOLje+hpwwSlH22B7D/S+FsANwAugC7/TublzhhPekJ7F3w04d9XflYKC+aR6yeFviz8A4JACk4cMpYAAN0OlWw4bYAUEuAVYcNnOMAoIcDNMquWgAVZAgFuABZftDKOAADfDpFoOKgoYRgHNgNvZc020eu1LtPD2Arp0fFefHTXgctu8rZiW3fcTGjUy3jBi6+mgDy17gMtXJiQmkioThw/IVxatYgcLejehpBv6KaGHkgJyqgwcQIXlzdupdcaKbjACbp7I0x9T67T7Wh+y2AAAIABJREFUNZcLJTGxl+qbhfJ+0ZUvcJ8t7r11vIIiT39E1Gr32o0HAHe+2UXH6ttphMXEDrWhju1ldtq+286Pv7k6aajLyHNEVFXTStv32PmrGpclR9FVGRavHYTqzsK5Zmqzc4lHwNqO8VnknPlMnzp7407zR4L8Cdzwe7th/ToG5ZMmpbObFW7VYAz8bUE8cNgp6AdHrSpTGYyYZE9jKSDAzVj5ltMGVgEBboHVW3YzjgIC3IyTazlpYBUQ4BZYvWU34yggwM04uZaTigJGUUAz4CYON31foaKVT1Bi4mj+EBz9lQDaUEpSDdX3SfWU27nzNfpjRXm3HnMxH6wk0/mT1HpVoRteWN68g11mbZMXksscTxENnzL0AoBDzyuAjpYbfzvsUpQAIeit5RqRxH20lANJvd4xPptBnBrOWev94kTy5laokoXoC1e0tZEfkV5ugyvHvfXq2ulMQwe9e9DhhmtwH6Ln3sWJEXRP3kheyJe+eBGnPyZTq51i/rSSOi7JotYZhWTe+zADWefMpwl3JdjDX8ANkA2wzWq1Un7B/KCBNqVnWdku7gsJN22woF+wcyv7B1cBAW7B1V9217cCAtz0nV85XfAUEOAWPO1lZ30rIMBN3/mV0wVPAQFuwdNedhYFRAFtFNAMuCHcd/bspT3v75MebtrkLqirevZSqqmpYeDmOdC7zfMDcpfLRc/+6t9o/CXjCaXhMJRjiPtX2W4g9LSCewg/R33yCs/p6oNFDNrUz+j/BmecL8Oz7xbK+MXsfcQNT3quYylbws4luNzgYoITD18ZDJq74lGlA32JoedcnL/nOtgXINA5e50bKj5ffJZ7wf1s3ii6Ml1KsHrqCMeagmeAk4CUGBm2GLopewRt391E5x0u7qEH/VKTo71OmfX1H/E9UAO58swL3sO9CIXhL+AGUI6SsIWPPtYNoAfrjPg7EhtrDYlYgqWB7BtcBQS4BVd/2V3fCghw03d+5XTBU0CAW/C0l531rYAAN33nV04XPAUEuAVPe9lZFBAFtFFAU+CGkNGvbdWzL3aLfvlD9/bq66bN8WRVrRRAf6ffbt3My9tsabRo8dIBtwJwe+P/vUn1Jz7vNhe9rmI+KHI/q/qnAZChVxacbgBkAF3RhzZxnywFwPpzurl7sp3+iIEdIAn6s6FPG9xIKCUJqNeSu94reRiCfbCS4HTCAHhBnEMdOK+ptYmBI3rY4awxfyqiiFMfE5njGPK4ouOpw3YdQz8MQDf0H0MPuNRxUex4M+o43dDB/daWb2xg59qWRy+k57efpcO1bfT0koRuUM3XvnlKU9w5854lBGcj7p4qDekP0KpF3vwB3NTvtHKlahGnrCkKhJsCAtzCLWMSbzgpIMAtnLIlsYaTAgLcwilbEms4KSDALZyyJbGGkwIC3MIpWxKrKCAKeKOA5sDNmyBkTvgpAOfJxg0vcn8nq8VKtrS0AQ+hgFvlnz/o5YZDeb7OxG9xeUdV2nGgxQDpuNda2g3UNuXOXuUl4ZSL+msJl4qMqn2bTPZTbpCFdQfqudXfvgAwkcf3Ucf4HIrZ+3C/ew+WScSG0pg4q+n8KS5TGWE/5Xb2Rda+za6pzsQJHHvzjz9wLwl4VFrezH3d1i4b7ZNba7C4wuX9dw846DelTTQ5LdrtZlOxr1iQQFf5wQHYdb/WkisuaVhgNZCaDge4VR74M6WMG0cAbnC3oXyjDFFAFOhSQICb3ARRQDsFBLhpp62sbGwFBLgZO/9yeu0UEOCmnbaysrEVEOBm7PzL6UUBPSogwE2PWQ3BMwG4fXyomrb/fjNNy5zuLis51FCVMw5OMDjdAK0iTn/ErjH8H4AWHGzKKYd94E6Ce6wj7fph9YBTfd4A9ODA83Zgb/SoQx+wtsz7yfyfj7BrDm475w+fdseEeSihCSefcvx57nHrijN02+w4ysuO9XZrXcyDs+2+1V9Rhq2rLOT5FheXjcRITY5i19twB7RHKUlA2dbvFw7rngw3Fl+eHypwq6+v455t6N2WnJzCvdsGc6v6EpfMFQXCXQEBbuGeQYk/lBUQ4BbK2ZHYwlkBAW7hnD2JPZQVEOAWytmR2MJZAQFu4Zw9iV0UEAX6UkBz4IY+btte7urHhREfF0eFD99Hl44fJxkxkAIAbg1nm+nrL0/Sxo3ryB9l61AaMvpoCZHJROS0E8WM6HKHJUxgJxrcY1oN5VRDSUhv+3ihNxuAjipHCRgI911/ZQpjfz+De9X1dP0t39BAFydG0s8KRml1vJBcFyUk7c2d9OKyCzWLD2UkTS7yutyoZoH4uHBfwA0Qra6ujlJSUvrtgfbLoicp1ZbGsO2N0tf9AsN9DF2miwIhrYAAt5BOjwQX5goIcAvzBEr4IauAALeQTY0EFuYKCHAL8wRK+CGrgAC3kE2NBCYKiAJDVEBT4AbYtuf9ffT48gdp1Mh4DvHz4ydo5TNraelPF0gftyEmLRwfU8Bt9AUjqLh4OzU2NjB0G+5QbjOs4wv8Gu6+eN5StoTLQvbXS07tARcberYBuKEnmLcgUK0PIOec+bQ75O1ldqqqaaVVi43Rxw2lNJevb6RTDR304rLRfnGy9ZV/VYrUOXt9vxDUH/dGizV6AjfAtuId27lMZH7+PMqcfkWf2z607AG/wG8tziRrigKhoIAAt1DIgsSgVwUEuOk1s3KuYCsgwC3YGZD99aqAADe9ZlbOFWwFBLgFOwOyvyggCvhbAc2A29lzTfTEqufo9ttu7QXWDlUfpV1l79P9S+4ii9ns7zPJeiGogCdwQ/83OGvuWLCQ0tMzhh0twFRn3FhqnVE47LV8WQClK83/+TB1JH2X9448XsGlCNVADzb0YkNpSJS+JHKRo6DM6y1iKtdQ1Cdd7lDPXm5GAG6AbMdOtNOZxg7CeWMtJvrZvFGa9a1TpSRbp91P7RPzvc5RqExUwK3xq39Qaenr5Gh2kMPRTLa0CdyXrfDRx6juRF03dymcprU1NfSLFY9RYqIx4G2o5EviCB8FBLiFT64k0vBTQIBb+OVMIg4PBQS4hUeeJMrwU0CAW/jlTCIODwUEuIVHniRKUUAU8F4BTYHb6rUv0cLbC3qVj4TLbfO2Ylp230/czjfvQ5aZ4aiAJ3BD/HC5Haw8QM+uXhMyx0E8lQcP0IIFC7uV4AMg7A9IcFnLQ1v4DCgRCQdbZ1wSRZ6oIAAzBdo6k6aSqdXuU6lC1acOazsKdrv7ib17wEFrSs7Sm6uTAqodINgIS4TmeypH27H6Noq1RNDcnFjuV6fl3uFaSlIlA8DtzJl62vybl7gfG8bKolVdX596ku8vXsddzsrKpoTE0VS2exctXrKUy0nKEAVEgb4VEOAmN0MU0E4BAW7aaSsrG1sBAW7Gzr+cXjsFBLhpp62sbGwFBLgZO/9yelFAjwpoBtxanE56Yf0mmpN7dS+HmwA3PV6lgc/UE7gpl1vPXm54vb6+jp1vAAQWi9X9tfLAn3mT/srj+aoq1t+96x2qP1lPjQ0NDCMwVEz4+Y8V+6i8fF+/YBAuN4C1dtv1BEcbtdoJr2Eot5srJp4dcHBRedvvDc8D4EV8VUOAQZ7OK4Co+1Z/RWuXjR7U8TVcSFZa0Uznmztpf7WTrsww0/zcuD5lXlN8lublxvml3OPzxWfpwyon3TY7jq6dbtEUtOEwMQdfIIBT9Nbrr5+er3crEPM9fz+OHPmE9u//IzlbWih39hzeXrlHUVYSv1NqALTh9wrzsrNzAhGq7CEKhK0CAtzCNnUSeBgoIMAtDJIkIYalAgLcwjJtEnQYKCDALQySJCGGpQIC3MIybRK0KCAKDKCAZsANe/ZXOhK93errT7H7TYYxFOgJ3HDq51b/itIzMig3twsQqNcAB1DmrrbmU6o9Vssl8eDE2bB+Hc9Rzp3hKle68zWqqChnh4/VaqW8uTfT1i2bGFTMnnMd76dARU8w2NfeAGooH4nhWToS4KzL6Ta00dVb7BXqSLueOsZMpY7x2XTjslP0QP4ouna6lRf1BGunGzq4x1v1sVa6ODGyX0g2WDRYM3/FGZ52cUIk2VKiKD3NTNdmWrjc43sHHXRTdizDuO277TxvTGIkzZsFUNYVl69jYdE/CPF7ns3XNQaa3zMXkac+7gU0/bmflmvBJYpxrLbGDYsfXPbzQR1rANe413lzb9EyPFlbFNCFAgLcdJFGOUSIKiDALUQTI2GFvQIC3MI+hXKAEFVAgFuIJkbCCnsFBLiFfQrlAKKAKNBDAc2Am+rhVn/y9KCiJ48dQ48vf1DKSw6qVPhO6Au4AXjV19fTosVL+WCAAIBwGPn58xiGKeClnG54zxuoMJhSymHXcz3AiNLSnZSZmUmVlZVcXhK9rhAP+mFhDNTvarhwrb+4zXsf5h5xAHctN/6WHvmdmfubpdtiKCM1hqqOtdLPCkbx47/ZeY7gTMNAGcYtj144JJdYaXkz/ab0HG1ecRHDNQXV2OVmIvfP2OfKSWY63dhBqSnR9F6lg58BfPNloFfbzn3NNCYxgl5cdqEvj/Y5F7kgp93tKuSee3sfYbcgoCUG3IMUHUfOmc8Me79AL1C4Yjm7P6dlTqfM6TPo1Kl6+v6MGYEOQ/YTBXStgAA3XadXDhdkBQS4BTkBsr1uFRDgptvUysGCrIAAtyAnQLbXrQIC3HSbWjmYKGBYBTQDboZVVA7epwJ9ATeUuvvt1s3cU0o5yvBwQkICHTlSzesAJsCBBvCGHmv4PjklhQoK5g9ZaayFfQHxAO88BwAGel7hK+KCC+ihZQ/wFIA2gLqb8m4OeCk+wCPzfz5CpoZPydRmp01jyhh4pSZHsyMMo6ToYkK5yeXrG2mE1cQA7qmtX3MPtP5KQfYnItZE2UqUkcQ6+Dku1kSAcAq8XZNppTiLiewtLjfsw3p3rvwHjRkdyS41b6AbYl6z4xzHPn92nM+xep6B3YC1b3P5TgyAtbaJ+RTR8HfutQcdUTayPe0GBm0xH6wkx82v+lTqc8gXz08P4m7u3Pk6/z7ACYp7iR5uEZFEVnOMn3aRZUQBUQAKCHCTeyAKaKeAADfttJWVja2AADdj519Or50CAty001ZWNrYCAtyMnX85vSigRwUEuOkxqyF4pr6AG8DB1i2byeFwcMQAYQpm4Xv0Tps792YGY+r9uhMnqKRkhxs0eHtUgDIACpstjUpLX+e9+isTqXpe2VLTyJaWxnMRC55HLLGxVt5fy4EYVA8uz30Akqyv/4g+SnueHvrDpe63Yi0RdE9ePJ1vcdHLu+304rLRDLvgGivd1+yzyw191FCWckvhRb2OCfiGdQHxAOEw4KRTQznsvC0LiTKSsRYTTbbF0E3ZI7yCdH1pr8pDtl9+K3WMzyFT49+5P5sa/HrSdynyeDlFflHO4BK999BfL1wG7jFgMb569mAT4BYuGZQ4w00BAW7hljGJN5wUEOAWTtmSWMNJAQFu4ZQtiTWcFBDgFk7ZkljDSQEBbuGULYlVFBAFvFFAgJs3KsmcYSvQF3DDoijhCIAGVxvca/Pm3+YGbP1tWrTyCTKZTP1CL8CIX29cx+tYY60M1gDM3ih93b22J6zw5nBYU0GwXxY92S+s82YtzEE8VouFMqdfwY/U1tbQxg3rGLJhL0A+9KpTsNFz3djfz6Cvc16kv7VmcCnJy5KjaX91C1XXtjL4yrBF091zR/Ij6MO24KkvGcb50lcNPeJWLEigq9LN3h6p2zwAO8TzQMEoSk2J6rOkpSpZiQfXLhvNbj1fBgBbVNUmcs5az4+hf54rLqlbeciYyjUUcfpjQjnJlhu3sbtNDXbBmeOG1V/Pl3iHO7ds966ue2O10KLF93YrbSrAbbjqyvOiQN8KCHCTmyEKaKeAADfttJWVja2AADdj519Or50CAty001ZWNrYCAtyMnX85vSigRwUEuOkxqyF4pv6Am+qlBueZ6uU2WPi1NTXcV62/Xm7qfZSjhCvtjgULqbbmU+4JhzHckpAoMZmbO4eyc3IGhYM9zwKQBocdYsR4dvUaKivbRYApngOgLS9vrhvIeb5nfe0WLonYNnmh+2W4zuAUw+gJr+BGU33V8D76sl05yUKp4/4JwgDm4ITDQG+4dysdQ4JgKiDEc+/qr6i5pZNLS/aEfdgPJSvRg+6eufFe95hDCUiUjHQU7CZr8Wzert12A0XVvsXfA751JE3tpiXKSEYdfaWbXoPdMa3ex32HsxNwub+Bu4C769krUJVfxTN93XsBblplTNY1ugIC3Ix+A+T8WiogwE1LdWVtIysgwM3I2Zeza6mAADct1ZW1jayAADcjZ1/OLgroUwEBbvrMa8idqj/ghkABnAAg+iqh2N9BlMsNME3BC7h/jtXWcI83OOdWFD5OW7dsotraWl4GAAPAqz9Q561ocKLBkYZ4sb8vo7h4O0PASZPSuU8dYgeESc/I4L50z63+FS+HM9TXdcXac1jKlrBTqzWzq7ecGiu3NNKx+vZeZSABt/JXnKFVixLZEYcebHDCTU6LprvyRnIJxw+rnVS0tZEybP/sAbZqcaIvR+s1990DDnrvoIPIRLw3BmJZufVrOt/sIrujk158aLTXsE2V03RFx1HHJTkM2TrHTGUHG15r/X4h92wLxYH7Ul9fTxXleznfqvdaz1gVLFZ9DQFeAehwL/A9nKAL7ryr1xEFuIVi1iUmPSggwE0PWZQzhKoCAtxCNTMSV7grIMAt3DMo8YeqAgLcQjUzEle4KyDALdwzKPGLAqJATwUEuMmdCIgCAwG3oQSgSlHiWUApR7ODSkq2M8zAUI45wIrdu95h2OGtg86beBR0g0PN24FYVj71pNu5BogCAJifP49saRMYCCJ+fFXgBU46a2wsAcCowWUSUSIxt6uUojfjzpX/oNTkKNp/xMlQDQ40ONkwUMrxWH0bvz5cyNYzFvSBW76xgYEbHHXL1wMKtvG0vKxYd+lLb84Ad1uE/SR1xo1llxtgGzSIPryZ2lOvJ1fcWG+W0WSOci6mJKdQQuJoSh6bTI4WB0NZ5U4DMEtJSXH3LFy8ZGk3hyTux4b16/hOqIG70fh1I5Xv20eFjz7Wr6NSgJsmaZVFRQES4CaXQBTQTgEBbtppKysbWwEBbsbOv5xeOwUEuGmnraxsbAUEuBk7/3J6UUCPCmgG3M6ea6LVa1+ihbcX0KXjx+lROzmTDwr4G7gpOAFAlTIuhRobGgh7KEAF55hnST4fQvVqKqAIgJkvbjlAwtLSnW5wAkce1oGzra8BF19jYyO/5Qn2AJgivyjnnmTejuUbGqiqFv3eoujFZRe6HwMQQ8lJvPfm6iRvl/NpHvq57a9yUlysiZqaXdxPDq66ixMj+as3I/J4OZn3PsIlIztHp5HJfqpbPzZv1tBqDu4iykAeOHCAgRrcbAqewslWuvM13lo505BzgDXMUQ5GBeVwb1FOEiVQlTMTz6J8Ke52f0OAm1bZlXWNroAAN6PfADm/lgoIcNNSXVnbyAoIcDNy9uXsWiogwE1LdWVtIysgwM3I2ZeziwL6VECAmz7zGnKn8jdwUwf07H+G8o6+lKUcrkjo5YZ+cNOnT/eqlxsAHUpF9gfYesajXHR43RO4RZ76mMx7llDzjz/w+ggo7/jvpU00NyeW5ufG9XoO4C0j7Z/lJL1e2IuJKCN577Nfkd3hoqeXJLCjzpehYFvH+CxyznzGl0f9PhdwDWAtOzvHvTb6CcKRmDt7DkMx3As1cD/eKH2dS4963k0FbFVJVNwNm81G8+bf1u0uqTuwaNFSsqWl9XseAW5+T7UsKAqwAgLc5CKIAtopIMBNO21lZWMrIMDN2PmX02ungAA37bSVlY2tgAA3Y+dfTi8K6FEBzYAbxNq8rZimfW8KTUmfqEft5Ew+KKAVcEMICnCsLFrlFfjyIewBp6p+bIAqngCm50NwP6H3VknJDp8ccWp9rNcXcHPc/KpPZRQBvjDQvy3UByCbqbWJ0AAuuvIF6rgki1pnFAY9bMC1uhN1hHKQcKOp0p+e4BVutYryfVRXV8f915B79BPsOZBf9OlTo69+fXi+pqarX+BAQ4Bb0K+GBKBTBQS46TSxcqyQUECAW0ikQYLQoQIC3HSYVDlSSCggwC0k0iBB6FABAW46TKocSRQwuAKaArfPj5+gN94qo7sX3EYWs9ngUhv7+FoCt8IVy7uV5wuk0lu3bOKyj33BkoqKcr73AG3o3wV44kvPN0/3Xs/SlbG/n8HlFTuSpgbyuAHZy9TWRJZX/yfhK0b75bdSa+Y/XWMBCaKPTVTfQPQHRNlIOM4A3FACsi/XoieM6wvI4n3kGCO/YP6wSqAKcAvWrZB99a6AADe9Z1jOF0wFBLgFU33ZW88KCHDTc3blbMFUQIBbMNWXvfWsgAA3PWdXziYKGFMBzYAberg9seo5qj95uk9lk8eOoceXP0ijRsYbU3mDnVpL4AZoAaA1kMtMK7lVaUD06sJQfeMUbFGgDe/153TqLzYAOrip4KrqWVLQWpxLHWk3UOu0+3s9HlX7FkVXrqWWG39LEfZTw4Jy6JuGUo7tthu0krDXuuhRF/XXEqKYOHL+8Jmg9WoDVMMAYMP4ZdGTlGpLY7iGEpDIvSojOVAOcQe0HgLctFZY1jeqAgLcjJp5OXcgFBDgFgiVZQ8jKiDAzYhZlzMHQgEBboFQWfYwogIC3IyYdTmzKKBvBTQDbvqWTU7nqwJaAjdfY/H3/KKVT5DD0cIONoA3QDdAwPJ9+3gr/JyekTFkKAi4g7VRtlCVFrSULaGI0x9T55ip1D4+myJPf+Tub2Z9/Udksp/kvYfb9wxOus6ECdSZ+C1qy7yPXNG9Abl578MUebyCfC1x2VceLG/eThGNn7Krre07C/vcz9/562s96A3npMpfQ0MDf6/KlpbufI0qKyvZ2aggayDi6m8PAW7BVF/21rMCAtz0nF05W7AVEOAW7AzI/npVQICbXjMr5wq2AgLcgp0B2V+vCghw02tm5VyigHEVEOBm3NwH9OR6Bm7o2QW3E3q13bFgITmam7mMJNxPCpCh39dQR3n5Pl4bECgrK5vy5t5CMR+spKjatxm4mRpqyBWXRC03bmNYBWgF0OaKiafILyqo5Ud/GBK4ijz1MZn3LCFXdByH3v7tfGqbvJC/xz4mp53dcwrw4fvWmU8PaS+sCUiItbAfzuKKGztUyYb9nHIowpWYmDiaS0gih6p0qLe91YYdiJcLCHDzUiiZJgr4qIAANx8Fk+migA8KCHDzQSyZKgr4oIAANx/EkqmigA8KCHDzQSyZKgr4oIAANx/EkqmigCgQFgpoDtwOVR+lVc++2E2M5Q/dS1PSJ4aFQBKkfxTQM3BTChUXb6f6ujp3qUGUuPRXOUEFgLAX+sCh7GL0oc3dktP84w8o6mgJRR8tIcctr3EPNMurP6K2KQupfWK+z4mMqVxDkbVvk6OgjAEf4B0GoJqp8e8Uc/AF95qAZKY2O7vhnLPXDQm6qdiDWUYSTrZjtTWEr3ApwrEYG2ullU89SQsWLOS+baE4BLiFYlYkJj0oIMBND1mUM4SqAgLcQjUzEle4KyDALdwzKPGHqgIC3EI1MxJXuCsgwC3cMyjxiwKiQE8FNAVugG3bXn6lW6+2z4+foJXPrKVb8q6n62bNlIwYRAEjALeeUMyfqVW94rAmQN7N3x1N6K/mOZwznyb0b4OzrXVGIb/F0OxEBbXMWuezY8xaPJs6bNdRa+YDDPi4rxoRdY6eQBQdz440/B+caG3THmAIB9cdhi/QDWtHflHOwK5jXBbvF6wByAY3IfcEzMmh3Nw5HAocbf6Cp1qcTYCbFqrKmqIAkQA3uQWigHYKCHDTTltZ2dgKCHAzdv7l9NopIMBNO21lZWMrIMDN2PmX04sCelRAM+DW4nTSC+s30Zzcq3u52QDidpW9T/cvuYssZrMedZUz9VDACMANR964YR2ffNHipX6/A1g7OTmZKirK6bnCJRRV8xaXdmybfBdFfVLsLiGJXmvttht4fwAxlJj0LAcJZ1znmO9yOcj+hipNqfqy4WeUrYxAmclvQF/rtPvJlfAtcpnj2NnG+33jqvPcbzAhutxz5TzNOXu9e63BntPifWhssVi4bGco9Gbz9owC3LxVSuaJAr4pIMDNN71ktijgiwIC3HxRS+aKAt4rIMDNe61kpijgiwIC3HxRS+aKAt4rIMDNe61kpiggCoSHApoBt7Pnmmj12pdo4e0FdOn4cd3UgMtt87ZiWnbfT2jUyPjwUEqiHJYCRgFuwxLJi4eViw69xDz7wsHZFl25loGXgmRqObjcAMxactfTP/uyxVPblDsporGGOlKv7wXf2NFW8xaXpuw5sFdn4rf6BWPmvQ9T5PEKcs5aPyDUU+taypZQR9J33f3hvJBBkylwEW5Yv47y8uZS5vQrNNlDq0UFuGmlrKxrdAUEuBn9Bsj5tVRAgJuW6sraRlZAgJuRsy9n11IBAW5aqitrG1kBAW5Gzr6cXRTQpwKaATdxuOnzwgz1VALchqpc7+ceWvYALVq0tFs/MYA2lIB0jUjqBckij5ezKw093sx7ljB08xzttuupLfN+BnZ4HvALkK5zzNQhlXdkV13ZEmpPu2FAiMaQ8PAWduGhHGbH+Gz/iTSElX5Z9CQlJCRSfsH8sHK34agC3IaQcHlEFPBCAQFuXogkU0SBISogwG2IwsljosAgCghwkysiCmijgAA3bXSVVUUBAW5yB0QBUUBvCmgG3CDUO3v20p7390kPN73dmiGcR4DbEETr55G+gBumqv5tPcGVgnGtM1ZQzAdFBMBmam1il1pEw98p4tR/Udt3FnZBtoQJ7IbDGA4Ew1pRn7zCwA594FzRvZ2sgHIRp7vgn6Ngd59z/KfawCsp5+AvVjwWdrANJxPgFqibIvsYTQEBbkbLuJw3kAoIcAuk2rJuteHoAAAgAElEQVSXkRQQ4GakbMtZA6mAALdAqi17GUkBAW5GyracVRQwhgKaAjdIiH5tq559sZuayx+6t1dfN2PIbdxTCnDzX+4B3PLz5/lU9jD29zMYpgG09SwTaX3tFjKdP8Xvt9y4jctSRnxV41U5yIFOFXW0hGIOvkDo9dY+Mb/bVFXacjhQz3+KEm3cuI7dbQUF8/25bMDWEuAWMKllI4MpIMDNYAmX4wZUAQFuAZVbNjOQAgLcDJRsOWpAFRDgFlC5ZTMDKSDAzUDJlqOKAgZRQHPgZhAd5ZiDKCDAzX9X5LnVv6L0jAzKzZ3j9aLKTdYxPoucM5/pBb8iznxE7anXkyturNdrejMR/dww1J6ePeRccUkM+II9+uuLF+y4fNlfgJsvaslcUcB7BQS4ea+VzBQFfFVAgJuvisl8UcA7BQS4eaeTzBIFfFVAgJuvisl8UcA7BQS4eaeTzBIFRIHwUUCAW/jkKqwjFeDmv/Rt3LCO+7cNBbi1TVk4YF81/0XZtRJcbtGHtnDJSJS8RElLNfqCf/7e35v1Clcsp5SUFFq0eKk300NyjgC3kEyLBKUDBQS46SCJcoSQVUCAW8imRgILcwUEuIV5AiX8kFVAgFvIpkYCC3MFBLiFeQIlfFFAFOilgF+B29lzTfTEqueo/uTpQaVOHjumW2+3QR+QCWGtgAA3/6Vv65ZN1NLS4jMg6q/Hm/8i672SyX6SrK//iJ1s0Yc28QRXTDxF1b7dZ6nJ4cZSXr6PjhyporoTddTS4qBFi5YynFQDr1ksVvfP1dVV9Nutmylce7epgwhwG+7NkedFgb4VEOAmN0MU0E4BAW7aaSsrG1sBAW7Gzr+cXjsFBLhpp62sbGwFBLgZO/9yelFAjwr4FbjpUSA5k38UEODmHx2xSlnZLkIZxHBxZKFHXGfityjyeDlp2bMNMG3lU0+SzWajlHHjqLqqihISEmjBnXex+MXF2+lg5YFu/e/wmqO52T3Hf1kK7EoC3AKrt+xmHAUEuBkn13LSwCsgwC3wmsuOxlBAgJsx8iynDLwCAtwCr7nsaAwFBLgZI89ySlHASAoIcDNStoN4VgFu/hMfwA0w6cFlP/ffohquhLKSMQdfIFd0HDkKyoa1EwBZY2MDO9fq6+t4reTkFP5aeeDPVFq6kwoffYxdbMq9puY0NDTwvJRxKZSVlUPp6RmEcpJ5eXMpc/oVw4or2A8LcAt2BmR/vSogwE2vmZVzhYICAtxCIQsSgx4VEOCmx6zKmUJBAQFuoZAFiUGPCghw02NW5UyigLEVEOBm7PwH7PQC3PwntQJJz65e0+eiAE8H/1LJUCpUBkpLmtrs1JkwYcghAbA9t/pX/PzKolX8fXOzg7/HQG+7hMREKiiY794DQA3ON4zc2XMYxMHlBviWnZNDZbt38fOeZSaHHGAQHxTgFkTxZWtdKyDATdfplcMFWQEBbkFOgGyvWwUEuOk2tXKwICsgwC3ICZDtdauAADfdplYOJgoYVgFNgdvnx0/QymfWUpPd3ktg6eFmrDsnwM1/+UY5yY0b11F/wA0gCnBKDyDJU7XSna+xa62xsZGmZU5ncIYxaVI6HTlSzd/fsWAhO9c8B3re4X3Vzw0AbsP6dawRnlUlJ/2XocCvJMAt8JrLjsZQQICbMfIspwyOAgLcgqO77Kp/BQS46T/HcsLgKCDALTi6y676V0CAm/5zLCcUBYymgGbArcXppBfWb6LJGZPo25en0RtvldHdC24ji9lMm7cV07TvTaEp6RONprdhzyvAzX+pV04vOLYAl1RJRewAmARXF4YCTP7bOXgrwZH2643rGJDV1ta6YVlLSwvV1ta4A0OZTU898Ab0AqjLzZ3T7QDl5fsoJTmFbGlpwTuYn3YW4OYnIWUZUaCHAgLc5EqIAtopIMBNO21lZWMrIMDN2PmX02ungAA37bSVlY2tgAA3Y+dfTi8K6FEBzYDb2XNNtHrtS7Tw9gLWDZBt2X0/oVEj4+lQ9VHaVfY+3b/kLgZwMvSvgAA3/+b4oWUP8II2WxqDpNpjNV1fv3G/8XtpaZSXd3MvAOXfSLRfDWfaunUzw8RfrHiMDh48wKUg4WazWqzs9rsp72bKzs7RPpgQ3UGAW4gmRsIKewUEuIV9CuUAIayAALcQTo6EFtYKCHAL6/RJ8CGsgAC3EE6OhBbWCghwC+v0SfCigCjQhwIBAW4XjBpFv970O/rpXf+bgRtKTXoCOMmM/hUQ4ObfHHsCN4fDQVarlRYtXkro31ZSsoMhG5xdAHJ4PZwHgFrDV1+RLW0C92cDgCsv36uLUpD+yosAN38pKeuIAt0VEOAmN0IU0E4BAW7aaSsrG1sBAW7Gzr+cXjsFBLhpp62sbGwFBLgZO/9yelFAjwpoBtw8S0peN2smA7bk5CTC9+/s2UuHq46Iw02PN6qfMwlw82+yVZ82ADWUVExMTGT3V1nZLgZSWdk55GhuZvjWX683byIC7Jr2vUzKnH6FN9P9NgflHhsbvmJwiDPoqTym30TyWEiAmxaqypqiAJEAN7kFooB2Cghw005bWdnYCghwM3b+5fTaKSDATTttZWVjKyDAzdj5l9OLAnpUQDPg1lMslJh8YtVzVH/yNMXHxVHhw/fRpePH6VFTOVMfCghw8++12LhhHYM2i8XKpRYxANbwekJiIjvB0Pfsl0VPUl99zbyNBk66rKxsypt7i7eP+GUe4kb8GNMyp/N5ZPSvgAA3uR2igDYKCHDTRldZVRSAAgLc5B6IAtooIMBNG11lVVFAgJvcAVFAGwUEuGmjq6wqCogCwVPA78BNgTUc6fHlD3IJSRmigAA3/96BrVs20ZEj1d0WXVm0ijasX0fpGRnczw2jaOUTlJU9c0j9zRSwC3RZSpTChIMPQ2Cbd/dGgJt3OsksUcBXBQS4+aqYzBcFvFdAgJv3WslMUcAXBQS4+aKWzBUFvFdAgJv3WslMUcAXBQS4+aKWzBUFRIFwUMDvwA2H9nSz4eflD91LU9InhoMeEqNGCghw86+wKB1ZtnsXL5qQkECNjY10x4KF9Nutm/lrenoGvwcwh7Hgzrt8DgClKVFSEi662Fgrl6zsayi33XCcdGpd9KA7+JdKcjQ7KC/vZkoZl8L7yxhYAQFuckNEAW0UEOCmja6yqigABQS4yT0QBbRRQICbNrrKqqKAADe5A6KANgoIcNNGV1lVFBAFgqeAJsDN8zjo3bbnP8v5pVk/zKaFtxcE77Syc9AUEODmX+k9gVt+/jyqqCgnq9XKZSY9wRd6of2xYl83WFZcvJ1sqbZB+7IBfqF/GkpKVlZWUu7sOX065VQ/OcQx3F5vhSuWc4lM7KVcev5VTp+rCXDTZ17lVMFXQIBb8HMgEehXAQFu+s2tnCy4CghwC67+srt+FRDgpt/cysmCq4AAt+DqL7uLAqKA/xXQHLipkA9VH6VVz77IPyaPHSPlJv2fy5BeUYCbf9OjYNhNeTfT9OnTafeudxi6YaCXmxqqPCPmZWfnuPu6qb5seB8OssTExF4BqrKOAHhwsSUnJ7t7ueG56qoqLvmIfmsYwy3/qGJVYE+cbd7fGQFu3mslM0UBXxQQ4OaLWjJXFPBNAQFuvukls0UBbxUQ4OatUjJPFPBNAQFuvukls0UBbxUQ4OatUjJPFBAFwkWBgAE3JUiL00kvrN9Ep//xpUC3cLklfohTgJsfRPRYQpV7RN82gKnq6iouJ4nykisKH++2GcCZzWZjWKZAHfqyTUrPoDdKX+/TTQaXGdxmqjxl6c7X2OWGEo/5+fPp4MH/397dxdpSnnUAH6+oTSn2oGIP+JHATcM5NE0Ar6S2CRTjBdAYD7QXlNCkBU8rKSQGMDStVEJCG6S0aAJFLpCPGIEmprQkVc5VBSORcuIN+6JpA6LCiYJUvDLv6Gxnz5m91tprzzvr/fjtm/aw93rneX7PTPbs9V8z89z2LS3Dxg4ePLMJgdmVV36iDd7W+QpX44XbZIaefO1NQOC2Ny8/TWBVAYHbqlJ+jsDeBQRuezfzCgKrCAjcVlHyMwT2LiBw27uZVxBYRUDgtoqSnyFAICeB2QO37vluAemLN3+hOe29p+bkpdY1BQRua8Lt8rIQiL3xxhtt0BW+uoAsBGnXXX90x6vC7SdDQBf+e3im2/HjL+34/rnnHjrpGW9dgNcFet0tLEO41z5X7ZR3tWuEtUINhw4f3g7guqvnVu049BGeEffkk080P3377bWeN7fqtkr9OYFbqZPV16YFBG6bnoDtlywgcCt5unrbpIDAbZP6tl2ygMCt5OnqbZMCArdN6ts2AQIxBGYL3NxSMsb48llT4BZ/Vrs9my1c1fbUU0+2V47ddOMN7VVwJ06c2C5ot5Au3DIy3E6y+2pvI/nSD7eDtXDrxxCQve/A6e3tKsP3w7ZCCHfLrbet3HD/eXSe3bYy244fFLit5+ZVBJYJCNyWCfk+gfUFBG7r23klgUUCAjf7B4E4AgK3OK5WJSBwsw8QIFCaQNTArbt95AsvHm/dLv7IRc21V19ZmqF+VhAQuK2AFOlHuttPhhAsPG8t3PIxBGVnnnVW+7/h2W8hjDv27LNtGHfBhb9+0jPbutLClXS3/9GXm8suu7w5fN557e0s+1/dc9hCUNddfbesrXC7yq2trfYqufPPv3D0eXLL1qj9+wK32vcA/ccSELjFkrUugaYRuNkLCMQRELjFcbUqAYGbfYBAHAGBWxxXqxIgsDmBKIHbj378k+b2O+9p3nzrrbazm2/6XPPBQx/YXJe2vHEBgdtmRxCubAu3euzCtX5QFr539jnntLedDCFZCMvCf+ue3zasPIRuw6Ct/zPhmXEhPLvkkktXavq+b97bvO/Agfb5b77WExC4refmVQSWCQjclgn5PoH1BQRu69t5JYFFAgI3+weBOAICtziuViUgcLMPECBQmsDkgZtntJW2i0zTj8BtGsd1VwkBWnfFWf82kWG94XPduvDtuuuOtkHcXr9CgNb8TNMcOfKJhVerhWe3HThwoL2aLmxn1YBur/XU8PMCtxqmrMdNCAjcNqFum7UICNxqmbQ+5xYQuM0tbnu1CAjcapm0PucWELjNLW57BAjEFpg8cItdsPXzFBC4bXZu4aqzcLvHsee1heeyPfrIXzRnnnlm8xsXfbh9TtvfP/9ce6XbqreF7HcXnuP22GOP7HqFXPez4dlt4TaW4SvcojLcytLXegICt/XcvIrAMgGB2zIh3yewvoDAbX07rySwSEDgZv8gEEdA4BbH1aoEBG72AQIEShMQuJU20UT7EbhtdjDhKrKtrZebSz526dIrycItI8PXottGLutmldtKdjWFtdYN95bVUcv3BW61TFqfcwsI3OYWt72aBARuNU1br3MKCNzm1LatmgQEbjVNW69zCgjc5tS2LQIE5hAQuM2hbBuNwG2zO0F328hVArcpKg3b29raai6//Irm/AsuHF3yj7/y5SbcVjJ83fXVu6fYbLVrCNyqHb3GIwsI3CIDW75qAYFb1ePXfEQBgVtEXEtXLSBwq3r8mo8oIHCLiGtpAgQ2IiBw2wh7fRsVuG125uGqte8+/Z3mZ9/97qVXuE1RadjesWPPNt/77tPNkSNXnXS7yHB7y3AV3C233rbwOW9T1FLDGgK3Gqasx00ICNw2oW6btQgI3GqZtD7nFhC4zS1ue7UICNxqmbQ+5xYQuM0tbnsECMQWELjFFrZ+KyBwS2NHCEHYfm4VudcuhreWDNt/8MEHmp++/b+3rQy3kvS1fwGB2/4NrUBgTEDgZr8gEE9A4BbP1sp1Cwjc6p6/7uMJCNzi2Vq5bgGBW93z1z2BEgUEbiVONcGeBG4JDmWGksJz2s4+55ztq+rCVW/ffuqJdstnn31Oc931R2eoovxNCNzKn7EONyMgcNuMu63WISBwq2POupxfQOA2v7kt1iEgcKtjzrqcX0DgNr+5LRIgEFdA4BbX1+r/JyBwq3NXCIHbwYMHm8su/3jz/HN/1zz22CPbEAK36fYJgdt0llYi0BcQuNkfCMQTELjFs7Vy3QICt7rnr/t4AgK3eLZWrltA4Fb3/HVPoEQBgVuJU02wJ4FbgkOZoaSnnvyrZmtrq711ZPf/w2bDM9wu+dilszxPboY2N74JgdvGR6CAQgUEboUOVltJCAjckhiDIgoUELgVOFQtJSEgcEtiDIooUEDgVuBQtUSgcgGBW+U7wFztC9zmkk5rO1svv9zcd9+9ze1fuaN58FsPtLeXDM+QC4HbBedf2P7b1/4FBG77N7QCgTEBgZv9gkA8AYFbPFsr1y0gcKt7/rqPJyBwi2dr5boFBG51z1/3BEoUELiVONUEexK4JTiUmUq66cYbmiNHrmpvJ/mpa65tDh06PNOW69mMwK2eWet0XgGB27zetlaXgMCtrnnrdj4Bgdt81rZUl4DAra5563Y+AYHbfNa2RIDAPAICt3mcq9+KwK3eXeDBb93fnDhxor2q7ZZbb2sOHDhQL0a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Sempre que o drawdown atinge 0 é sinal que fez um novo pico (ou igualou o anterior), pois, por definição, uma carteira nunca poderá estar acima do seu máximo histórico." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", "showLink": true }, "data": [ { "line": { "color": "rgba(65, 105, 225, 1.0)", "dash": "solid", "shape": "linear", "width": 1.3 }, "mode": "lines", "name": "4Fundos DEF", "text": "", "type": "scatter", "x": [ "2007-04-20", "2007-04-21", "2007-04-22", "2007-04-23", "2007-04-24", "2007-04-25", "2007-04-26", "2007-04-27", "2007-04-28", "2007-04-29", "2007-04-30", "2007-05-01", "2007-05-02", "2007-05-03", "2007-05-04", "2007-05-05", "2007-05-06", "2007-05-07", "2007-05-08", "2007-05-09", "2007-05-10", "2007-05-11", "2007-05-12", "2007-05-13", "2007-05-14", "2007-05-15", "2007-05-16", "2007-05-17", "2007-05-18", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#### Computing Drawdowns ####\n", "DD = round(compute_drawdowns(fundos_norm), 2)\n", "\n", "DD.iplot(kind='scatter', title='Drawdown dos portfolios', yTitle='Percentagem', colors=['royalblue', 'orange', 'dimgray'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### Valores actuais do drawdown" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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4Fundos DEF4Fundos EW4Fundos AGR
2021-04-190.000.000.00
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" ], "text/plain": [ " 4Fundos DEF 4Fundos EW 4Fundos AGR\n", "2021-04-19 0.00 0.00 0.00" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "DD.tail(1)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "#### Returns ####\n", "returns = (fundos_norm / fundos_norm.shift(1)) - 1\n", "\n", "# Resampling to yearly (business year)\n", "yearly_quotes = fundos_norm.resample('BA').last()\n", "\n", "# Adding first quote (only if start is in the middle of the year)\n", "yearly_quotes = pd.concat([fundos_norm.iloc[:1], yearly_quotes])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Tabela de Performance desde 2007-04-23 (início do backtest)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Esta é a tabela de performance desde o início do backtest. O CAGR diz-nos a rentabilidade anualizada ao longo do período e o StdDev diz-nos a volatilidade anualizada. \n", "\n", "O retorno foi maior quanto maior foi o risco da carteira. Algo que poderá nem sempre acontecer, especialmente em espaços curtos de tempo. Mas neste caso, em em linha com as teorias financeiras temos um retorno maior pelo risco assumido.\n", "\n", "Algo que é independente do período é as carteiras com mais risco apresentarem, de facto um maior desvio padrão. Ou seja, quanto mais agressiva a carteira maior o seu risco, naturalmente. Temos é uma visão mais quantitativa desse risco. O desvio padrão não é a única forma de medir risco mas é bastante comum e importante.\n", "\n", "Para comparação entre as carteiras temos também o rácio de Sharpe. Neste caso um simples rácio CAGR/StdDev. Quanto mais alto melhor, pois ele mede a rentabilidade por cada unidade de risco. Quando falamos de rentabilidades relativamente baixas um pequeno aumento de risco aaba por se transformar num equivalente bom aumento de rentabilidade. Contudo, em rentabilidades mais elevadas para aumentar um pouco mais a rentabilidade teremos de aumentar significativamente o risco. Daí as carteiras com maior risco normalmente terem um menor Sharpe. O aumento de risco para ter mais um pouco de rentabilidade tem de ser significativo.\n", "\n", "Outra forma de medir o risco pode ser pela maior queda que a carteira já teve. Este acaba por ser uma medida de risco a que eu pessoalmente acabo por dar maior importância. É efectivamente o que nos cria stress e pode levar à vontade de vender a carteira nos momentos mais inoportunos. Termos uma boa ideia de quanto aguentamos em drawdown máximo é algo importante para conseguirmos ter o conforto de manter os investimentos a médio/longo prazo." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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CAGRStdDevSharpeMax DDMAR
4Fundos DEF5.83%4.16%1.40-20.91%0.28
4Fundos EW7.08%6.47%1.09-30.56%0.23
4Fundos AGR8.23%10.17%0.81-43.91%0.19
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" ], "text/plain": [ " CAGR StdDev Sharpe Max DD MAR\n", "4Fundos DEF 5.83% 4.16% 1.40 -20.91% 0.28\n", "4Fundos EW 7.08% 6.47% 1.09 -30.56% 0.23\n", "4Fundos AGR 8.23% 10.17% 0.81 -43.91% 0.19" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "compute_performance_table(fundos)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Retornos anuais e mensais das carteiras\n", "\n", "Podemos ver, em baixo, quadros com os respectivos retornos anuais e mensais de cada carteira. É possível quantificar a queda em 2008, e mais especificamente o período de falência da lehman brothers (olhando para o quadro mensal) , onde até a carteira defensiva teve uma queda significativa. De igual forma conseguimos ver a rápida e forte recuperação e consequente continuação da subida desde a crise." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Returns\n", "yearly_returns = ((yearly_quotes / yearly_quotes.shift(1)) - 1) * 100\n", "yearly_returns = yearly_returns.set_index([list(range(2006, 2022))]).drop(2006)\n", "\n", "#### Inverter o sentido das rows no dataframe ####\n", "yearly_returns = yearly_returns.transpose()\n", "\n", "# Yearly returns heatmap\n", "fig, ax = plt.subplots()\n", "fig.set_size_inches(17, 3.5) # 68%\n", "heatmap = sns.heatmap(yearly_returns, annot=True, cmap=\"RdYlGn\", linewidths=.2, fmt=\".2f\", cbar=False, center=0)\n", "for t in heatmap.texts: t.set_text(t.get_text() + \"%\")\n", "plt.title('Retornos Anuais')\n", "plt.yticks(rotation=360)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(fundos_norm['4Fundos DEF'], title= 'Retornos mensais para 4Fundos DEF', figsize=(16,12))" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(fundos_norm['4Fundos EW'], title= 'Retornos mensais para 4Fundos EW', figsize=(16,12))" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(fundos_norm['4Fundos AGR'], title= 'Retornos mensais para 4Fundos AGR', figsize=(16,12))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### Sumário de estatísticas para os retornos mensais" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "O sumário de estatísticas para os retornos mensais, assim como respectivos gráficos de boxplot e swarmplot, mostra o que poderemos esperar de uma variação mensal. Podemos ver não só a variação mensal máxima como a mínima de cada carteira, assim como a variação mediana." ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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4Fundos DEF4Fundos EW4Fundos AGR
mean0.490.600.72
min-7.10-9.86-12.27
25%-0.26-0.48-0.79
50%0.640.841.04
75%1.451.992.68
max5.487.9210.95
\n", "
" ], "text/plain": [ " 4Fundos DEF 4Fundos EW 4Fundos AGR\n", "mean 0.49 0.60 0.72\n", "min -7.10 -9.86 -12.27\n", "25% -0.26 -0.48 -0.79\n", "50% 0.64 0.84 1.04\n", "75% 1.45 1.99 2.68\n", "max 5.48 7.92 10.95" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Turning daily quotes into monthly\n", "fundos_norm_M = fundos_norm.resample('BM').last()\n", "# Monthly returns\n", "fundos_norm_ret_M = fundos_norm_M.pct_change() * 100\n", "\n", "fundos_norm_ret_M.describe().iloc[[1, 3, 4, 5, 6, 7],:]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Boxplot de retornos mensais para as diferentes carteiras\n", "\n", "No boxplot podemos ver bem a parte central da vela (que tem 50% das variações) a ter de aumentar consoante o risco da carteira. Enquanto a carteira defensiva tem 50% das variações mensais compreendidas entre -0.23 e 1.47 a agressiva, por força da sua maior volatilidade, já tem de aumentar o intervalo, indo de -0.78 até 2.62.\n", "\n", "As barras do boxplot vão até onde faz sentido para albergar praticamente todas as variações, pois apenas excluir os valores extremos (outliers). Isso é mais visível no swarmplot." ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "my_pal = [\"royalblue\", \"orange\", \"dimgrey\"]\n", "\n", "plt.figure(figsize=(7, 6), dpi=80)\n", "my_pal = [\"royalblue\", \"orange\", \"dimgrey\"]\n", "ax = sns.boxplot(data=fundos_norm_ret_M, orient=\"v\", linewidth=1, width=0.25, fliersize=3, palette=my_pal, whis=1.5)\n", "ax.set_title(\"Boxplot das rentabilidades mensais (com outliers)\")\n", "ax.set_xlabel('')\n", "ax.set_ylabel('Percentagem da variação')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A leitura do swarmplot é semelhante à do boxplot mas com a pequena distinção que conseguimos visualizar a quantidade de pontos (cada uma a representar uma variação mensal). Como esperado as observações encontram-se concentradas perto da mediana e ao longo do já falado corpo principal da vela do boxplot. Neste gráfico são bastante visíveis os outliers, e como estão distanciados do comportamento normal das carteiras." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = sns.swarmplot(data=fundos_norm_ret_M, orient='v', linewidth=1, palette=my_pal)\n", "ax.set_title(\"Swarmplot das rentabilidades mensais\")\n", "ax.set_xlabel('')\n", "ax.set_ylabel('Percentagem da variação')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Tabelas de drawdowns\n", "\n", "As tabelas de drawdowns são bastante úteis, pois podemos visualizar as quedas em toda a sua dimensão, quer em termos de profundidade como tempo. Os quadros incluem várias métricas, mas alerto que os periodos estão em sessões, não em dias. Cada ano tem cerca de 260 sessões, no nosso caso, daí o periodo de 2007-06-04 a 2009-03-09 (mais de 2 anos) só incluir \"613\" sessões e não mais de 800 como seria de esperar se fossem em dias.\n", "\n", "Podemos aqui rápidamente quantificar o gráfico dos drawdown acima e ver a profundidade e tempo das 5 maiores quedas de cada carteira. Naturalmente quanto mais risco tem a carteira não só tem quedas mais profundas como demora mais tempo a voltar a atingir novos máximos históricos." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### Tabela de Drawdowns da 4Fundos Defensiva" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
BeginEndDepthLength
12007-06-032009-10-07-20.91%2 Years, 4 Months, 4 Days
22020-02-192020-10-12-15.85%0 Years, 7 Months, 23 Days
32015-04-152016-08-05-8.94%1 Years, 3 Months, 20 Days
42018-08-122019-03-29-6.84%0 Years, 7 Months, 17 Days
52013-05-192013-11-14-6.03%0 Years, 5 Months, 26 Days
\n", "
" ], "text/plain": [ " Begin End Depth Length\n", "1 2007-06-03 2009-10-07 -20.91% 2 Years, 4 Months, 4 Days\n", "2 2020-02-19 2020-10-12 -15.85% 0 Years, 7 Months, 23 Days\n", "3 2015-04-15 2016-08-05 -8.94% 1 Years, 3 Months, 20 Days\n", "4 2018-08-12 2019-03-29 -6.84% 0 Years, 7 Months, 17 Days\n", "5 2013-05-19 2013-11-14 -6.03% 0 Years, 5 Months, 26 Days" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "compute_drawdowns_table(fundos[['4Fundos DEF']])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### Tabela de Drawdowns da 4Fundos Equal Weight" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
BeginEndDepthLength
12007-06-032010-03-04-30.56%2 Years, 9 Months, 1 Days
22020-02-192020-11-16-22.49%0 Years, 8 Months, 28 Days
32015-04-132016-11-24-12.72%1 Years, 7 Months, 11 Days
42018-06-172019-04-03-10.39%0 Years, 9 Months, 17 Days
52011-07-112012-01-03-7.91%0 Years, 5 Months, 22 Days
\n", "
" ], "text/plain": [ " Begin End Depth Length\n", "1 2007-06-03 2010-03-04 -30.56% 2 Years, 9 Months, 1 Days\n", "2 2020-02-19 2020-11-16 -22.49% 0 Years, 8 Months, 28 Days\n", "3 2015-04-13 2016-11-24 -12.72% 1 Years, 7 Months, 11 Days\n", "4 2018-06-17 2019-04-03 -10.39% 0 Years, 9 Months, 17 Days\n", "5 2011-07-11 2012-01-03 -7.91% 0 Years, 5 Months, 22 Days" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "compute_drawdowns_table(fundos[['4Fundos EW']])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### Tabela de Drawdowns da 4Fundos Agressiva" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
BeginEndDepthLength
12007-06-032010-11-26-43.91%3 Years, 5 Months, 23 Days
22020-02-192020-11-24-29.6%0 Years, 9 Months, 5 Days
32015-04-132016-12-08-17.5%1 Years, 7 Months, 25 Days
42018-06-142019-04-12-15.18%0 Years, 9 Months, 29 Days
52011-01-112012-01-17-13.4%1 Years, 0 Months, 6 Days
\n", "
" ], "text/plain": [ " Begin End Depth Length\n", "1 2007-06-03 2010-11-26 -43.91% 3 Years, 5 Months, 23 Days\n", "2 2020-02-19 2020-11-24 -29.6% 0 Years, 9 Months, 5 Days\n", "3 2015-04-13 2016-12-08 -17.5% 1 Years, 7 Months, 25 Days\n", "4 2018-06-14 2019-04-12 -15.18% 0 Years, 9 Months, 29 Days\n", "5 2011-01-11 2012-01-17 -13.4% 1 Years, 0 Months, 6 Days" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "compute_drawdowns_table(fundos[['4Fundos AGR']])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Histogramas de drawdowns das carteiras\n", "\n", "Os 3 gráficos abaixo mostram, para cada carteira, quanto tempo ela passou abaixo de determinado drawdown. Como já visto acima a carteira defensiva tem um drawdown menor que a moderada ou agressiva, sendo isso visivel pelo valor mais à direita na escala do x. Da mesma forma, é de esperar que tenha passado menos tempo abaixo de um determinado drawdown, pois quanto mais agressiva uma carteira maiores as quedas mas também mais tempo se passa em valores longe dos máximos, algo é fruto dessas mesmas quedas.\n", "\n", "Escolhendo arbitrariamente um valor de 5% podemos ver que a carteira defensiva passou 16.76% do tempo em que estava a 5% ou mais do seu máximo histórico. Por seu lado, e em linha com as nossas espectativas a carteira moderada passou mais tempo com um drawdown igual ou superior a 5%, neste caso 31.82%. Por último a carteira agressiva passou 43.26% do seu tempo em que se encontrava pelo menos a 5% do seu máximo histórico.\n", "\n", "O tempo, que se passa longe dos máximos históricos é psicológicamente desgastantante, e uma clara alusão à capacidade de cada um de nós de aguentar perdas, quer em profundidade como em dimensão.\n", "\n", "À pessoa mais curiosa deixo a tarefa de fazer o oposto. Será natural a carteira com menos risco passar mais tempo com uma queda inferior 1%. Podem por vocês mesmos verificar isso, que é exactamente o que acontece." ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", "showLink": false }, "data": [ { "cumulative": { "enabled": true }, "histnorm": "percent", "marker": { "cmax": 0, "cmin": -23, "color": [ -43, -42, -41, -40, -39, -38, -37, -36, -35, -34, -33, -32, -31, -30, -29, -28, -27, -26, -25, -24, -23, -22, -21, -20, -19, -18, -17, -16, -15, -14, -13, -12, -11, -10, -9, -8, -7, -6, -5, -4, -3, -2, -1 ], "colorscale": [ [ 0, "rgb(103,0,31)" ], [ 0.1, "rgb(178,24,43)" ], [ 0.2, "rgb(214,96,77)" ], [ 0.3, "rgb(244,165,130)" ], [ 0.4, "rgb(253,219,199)" ], [ 0.5, "rgb(247,247,247)" ], [ 0.6, "rgb(209,229,240)" ], [ 0.7, "rgb(146,197,222)" ], [ 0.8, "rgb(67,147,195)" ], [ 0.9, "rgb(33,102,172)" ], [ 1, "rgb(5,48,97)" ] ], "line": { "color": "white", "width": 0.2 }, 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}, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "Histograma dos drawdowns da 4Fundos DEF" }, "xaxis": { "autorange": true, "range": [ -21.25, 0.25 ], "showgrid": true, "title": { "text": "Drawdown" }, "type": "linear" }, "yaxis": { "autorange": true, "range": [ 0, 105.26315789473684 ], "title": { "text": "Percentagem de tempo abaixo de um dado drawdown" } } } }, "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "layout = go.Layout(\n", " title='Histograma dos drawdowns da 4Fundos DEF',\n", " plot_bgcolor='#f5f5f5',\n", " paper_bgcolor='#f5f5f5',\n", " xaxis=dict(\n", " title='Drawdown',\n", " showgrid=True,\n", " ),\n", " yaxis=dict(\n", " title='Percentagem de tempo abaixo de um dado drawdown'\n", " ))\n", "data = [go.Histogram(x=DD['4Fundos DEF'], histnorm='percent', marker=dict(colorscale='RdBu', reversescale=False, cmax=0, cmin=-23, color=np.arange(-43, 0),\n", " line=dict(color='white', width=0.2)), opacity=0.75, cumulative=dict(enabled=True))]\n", "fig = go.Figure(data=data, layout=layout)\n", "iplot(fig)" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", "showLink": false }, "data": [ { "cumulative": { "enabled": true }, "histnorm": "percent", "marker": { 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "layout = go.Layout(\n", " title='Histograma dos drawdowns da 4Fundos EW',\n", " plot_bgcolor='#f5f5f5',\n", " paper_bgcolor='#f5f5f5',\n", " xaxis=dict(\n", " title='Drawdown',\n", " showgrid=True,\n", " ),\n", " yaxis=dict(\n", " title='Percentagem de tempo abaixo de um dado drawdown'\n", " ))\n", "data = [go.Histogram(x=DD['4Fundos EW'], histnorm='percent', marker=dict(colorscale='RdBu', reversescale=False, cmax=0, cmin=-24, color=np.arange(-62, 0),\n", " line=dict(color='white', width=0.2)), opacity=0.75, cumulative=dict(enabled=True))]\n", "fig = go.Figure(data=data, layout=layout)\n", "iplot(fig)" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", "showLink": false }, "data": [ { "cumulative": { "enabled": true }, "histnorm": "percent", "marker": { 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"standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "Histograma dos drawdowns da 4Fundos AGR" }, "xaxis": { "autorange": true, "range": [ -44.5, 0.5 ], "showgrid": true, "title": { "text": "Drawdown" }, "type": "linear" }, "yaxis": { "autorange": true, "range": [ 0, 105.26315789473684 ], "title": { "text": "Percentagem de tempo abaixo de um dado drawdown" } } } }, "image/png": 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"text/html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "layout = go.Layout(\n", " title='Histograma dos drawdowns da 4Fundos AGR',\n", " plot_bgcolor='#f5f5f5',\n", " paper_bgcolor='#f5f5f5',\n", " xaxis=dict(\n", " title='Drawdown',\n", " showgrid=True,\n", " ),\n", " yaxis=dict(\n", " title='Percentagem de tempo abaixo de um dado drawdown'\n", " ))\n", "data = [go.Histogram(x=DD['4Fundos AGR'], histnorm='percent', marker=dict(colorscale='RdBu', reversescale=False, cmax=0, cmin=-24, color=np.arange(-45, 0),\n", " line=dict(color='white', width=0.2)), opacity=0.75, cumulative=dict(enabled=True))]\n", "fig = go.Figure(data=data, layout=layout)\n", "iplot(fig)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Tabelas de Performance\n", "\n", "Em baixo podemos ver várias tabelas de performance para periodos compreendidos entre 1, 3, 5, e 10 anos. Podemos assim ver qual a rentabilidade anualizada em diferentes periodos, assim como o desvio padrão e a maior queda nesse periodo. O sharpe, como já referido acima, é um bom comparador para ver a qualidade das carteiras.\n", "\n", "Em baixo de cada tabela podemos ver os gráficos da evolução da carteira, para termos uma noção visual da evolução no periodo em causa." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### Tabela de performance a 1 ano" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
CAGRStdDevSharpeMax DDMAR
4Fundos DEF15.23%4.04%3.77-2.565.94
4Fundos EW24.09%6.56%3.67-3.237.46
4Fundos AGR35.68%10.18%3.50-4.967.20
\n", "
" ], "text/plain": [ " CAGR StdDev Sharpe Max DD MAR\n", "4Fundos DEF 15.23% 4.04% 3.77 -2.56 5.94\n", "4Fundos EW 24.09% 6.56% 3.67 -3.23 7.46\n", "4Fundos AGR 35.68% 10.18% 3.50 -4.96 7.20" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# One year dataframe for portfolios\n", "one_year_df = filter_by_date(fundos, years=1)\n", "compute_performance_table(one_year_df, years=1)" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", "showLink": true }, "data": [ { "line": { "color": "rgba(65, 105, 225, 1.0)", "dash": "solid", "shape": "linear", "width": 1.3 }, "mode": "lines", "name": "4Fundos DEF", "text": "", "type": "scatter", "x": [ "2020-04-19", "2020-04-20", "2020-04-21", "2020-04-22", "2020-04-23", "2020-04-24", "2020-04-25", "2020-04-26", "2020-04-27", "2020-04-28", "2020-04-29", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Normalization to 100\n", "one_year_df_norm = round((one_year_df.div(one_year_df.iloc[0]).mul(100)), 2)\n", "# Plotting\n", "one_year_df_norm.iplot(kind='scatter',yTitle='Valor por cada 100€ investidos', title='Gráfico de performance das carteiras a 1 ano', colors=['royalblue', 'orange', 'dimgray'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### Tabela de performance a 3 anos" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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CAGRStdDevSharpeMax DDMAR
4Fundos DEF5.58%4.77%1.17-15.850.35
4Fundos EW7.98%7.54%1.06-22.490.36
4Fundos AGR11.54%11.61%0.99-29.600.39
\n", "
" ], "text/plain": [ " CAGR StdDev Sharpe Max DD MAR\n", "4Fundos DEF 5.58% 4.77% 1.17 -15.85 0.35\n", "4Fundos EW 7.98% 7.54% 1.06 -22.49 0.36\n", "4Fundos AGR 11.54% 11.61% 0.99 -29.60 0.39" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Three years dataframe for portfolios\n", "three_years_df = filter_by_date(fundos, years=3)\n", "compute_performance_table(three_years_df, years=3)" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", "showLink": true }, "data": [ { "line": { "color": "rgba(65, 105, 225, 1.0)", "dash": "solid", "shape": "linear", "width": 1.3 }, "mode": "lines", "name": "4Fundos DEF", "text": "", "type": "scatter", "x": [ "2018-04-19", "2018-04-20", "2018-04-21", "2018-04-22", "2018-04-23", "2018-04-24", "2018-04-25", "2018-04-26", "2018-04-27", "2018-04-28", 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"text/html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Normalization to 100\n", "three_years_df_norm = round((three_years_df.div(three_years_df.iloc[0]).mul(100)), 2)\n", "# Plotting\n", "three_years_df_norm.iplot(kind='scatter', yTitle='Valor por cada 100€ investidos',\n", " title='Gráfico de performance das carteiras a 3 anos',\n", " colors=['royalblue', 'orange', 'dimgray'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### Tabela de performance a 5 anos" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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CAGRStdDevSharpeMax DDMAR
4Fundos DEF4.98%4.12%1.21-15.850.31
4Fundos EW7.30%6.52%1.12-22.490.32
4Fundos AGR10.29%10.04%1.02-29.600.35
\n", "
" ], "text/plain": [ " CAGR StdDev Sharpe Max DD MAR\n", "4Fundos DEF 4.98% 4.12% 1.21 -15.85 0.31\n", "4Fundos EW 7.30% 6.52% 1.12 -22.49 0.32\n", "4Fundos AGR 10.29% 10.04% 1.02 -29.60 0.35" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Five years dataframe for portfolios\n", "five_years_df = filter_by_date(fundos, years=5 , previous_row=True)\n", "# Five years Performance table\n", "compute_performance_table(five_years_df, years=5)" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", "showLink": true }, "data": [ { "line": { "color": "rgba(65, 105, 225, 1.0)", "dash": "solid", "shape": "linear", "width": 1.3 }, "mode": "lines", "name": "4Fundos DEF", "text": "", "type": "scatter", "x": [ "2016-04-19", "2016-04-19", "2016-04-20", "2016-04-21", "2016-04-22", "2016-04-23", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Normalization to 100\n", "five_years_df_norm = round((five_years_df.div(five_years_df.iloc[0]).mul(100)), 2)\n", "# Plotting\n", "five_years_df_norm.iplot(kind='scatter',yTitle='Valor por cada 100€ investidos',\n", " title='Gráfico de performance das carteiras a 5 anos', colors=['royalblue', 'orange', 'dimgray'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### Tabela de performance a 10 anos" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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CAGRStdDevSharpeMax DDMAR
4Fundos DEF6.31%3.98%1.59-15.850.40
4Fundos EW8.39%6.20%1.35-22.490.37
4Fundos AGR11.11%9.57%1.16-29.600.38
\n", "
" ], "text/plain": [ " CAGR StdDev Sharpe Max DD MAR\n", "4Fundos DEF 6.31% 3.98% 1.59 -15.85 0.40\n", "4Fundos EW 8.39% 6.20% 1.35 -22.49 0.37\n", "4Fundos AGR 11.11% 9.57% 1.16 -29.60 0.38" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Ten years dataframe for portfolios\n", "ten_years_df = filter_by_date(fundos, years=10, previous_row=True)\n", "# Ten years Performance table\n", "compute_performance_table(ten_years_df, years=10)" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", "showLink": true }, "data": [ { "line": { "color": "rgba(65, 105, 225, 1.0)", "dash": "solid", "shape": "linear", "width": 1.3 }, "mode": "lines", "name": "4Fundos DEF", "text": "", "type": "scatter", "x": [ "2011-04-19", "2011-04-20", "2011-04-21", "2011-04-22", "2011-04-23", "2011-04-24", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ten_years_df = filter_by_date(fundos_norm, years=10)\n", "# Normalization to 100\n", "ten_years_df_norm = round((ten_years_df.div(ten_years_df.iloc[0]).mul(100)), 2)\n", "# Plotting\n", "ten_years_df_norm.iplot(kind='scatter',yTitle='Valor por cada 100€ investidos', title='Gráfico de performance das carteiras a 10 anos', colors=my_pal)" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [], "source": [ "rr_def_1 = compute_rolling_cagr(fundos[['4Fundos DEF']], years=1)\n", "rr_def_3 = compute_rolling_cagr(fundos[['4Fundos DEF']], years=3)\n", "rr_def_5 = compute_rolling_cagr(fundos[['4Fundos DEF']], years=5)\n", "rr_def_10 = compute_rolling_cagr(fundos[['4Fundos DEF']], years=10)\n", "\n", "rr_ew_1 = compute_rolling_cagr(fundos[['4Fundos EW']], years=1)\n", "rr_ew_3 = compute_rolling_cagr(fundos[['4Fundos EW']], years=3)\n", "rr_ew_5 = compute_rolling_cagr(fundos[['4Fundos EW']], years=5)\n", "rr_ew_10 = compute_rolling_cagr(fundos[['4Fundos EW']], years=10)\n", "\n", "rr_agr_1 = compute_rolling_cagr(fundos[['4Fundos AGR']], years=1)\n", "rr_agr_3 = compute_rolling_cagr(fundos[['4Fundos AGR']], years=3)\n", "rr_agr_5 = compute_rolling_cagr(fundos[['4Fundos AGR']], years=5)\n", "rr_agr_10 = compute_rolling_cagr(fundos[['4Fundos AGR']], years=10)" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [], "source": [ "# compute_rollling\n", "one_year_rolling = merge_time_series(rr_def_1, rr_ew_1, how='inner')\n", "one_year_rolling = merge_time_series(one_year_rolling, rr_agr_1, how='inner') * 100\n", "one_year_rolling.columns = fundos_nomes\n", "\n", "three_years_rolling = merge_time_series(rr_def_3, rr_ew_3, how='inner')\n", "three_years_rolling = merge_time_series(three_years_rolling, rr_agr_3, how='inner') * 100\n", "three_years_rolling.columns = fundos_nomes\n", "\n", "five_years_rolling = merge_time_series(rr_def_5, rr_ew_5, how='inner')\n", "five_years_rolling = merge_time_series(five_years_rolling, rr_agr_5, how='inner') * 100\n", "five_years_rolling.columns = fundos_nomes\n", "\n", "ten_years_rolling = merge_time_series(rr_def_10, rr_ew_10, how='inner')\n", "ten_years_rolling = merge_time_series(ten_years_rolling, rr_agr_10, how='inner') * 100\n", "ten_years_rolling.columns = fundos_nomes" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Retornos rolantes por período\n", "\n", "Os retornos rolantes são gráficos muito interessantes, pois mostram-nos, de forma continua, a rentabilidade para determinado periodo que cada carteira teve. Podemos ver, por exemplo, que a carteira agressiva chegou a ter uma rentabilidade de 56% quando foi da recuperação da cride 2008. Por outro lado, no mesmo periodo a carteira defensiva \"só\" subiu 36%, o que é natural dada a estrutura defensiva da mesma. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### Retornos rolantes a 1 ano" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", "showLink": true }, "data": [ { "line": { "color": "rgba(65, 105, 225, 1.0)", "dash": "solid", "shape": "linear", "width": 1.3 }, "mode": "lines", "name": "4Fundos DEF", "text": "", "type": "scatter", "x": [ "2008-04-20", "2008-04-21", "2008-04-22", "2008-04-23", "2008-04-24", "2008-04-25", "2008-04-26", "2008-04-27", "2008-04-28", "2008-04-29", "2008-04-30", "2008-05-01", "2008-05-02", "2008-05-03", "2008-05-04", "2008-05-05", "2008-05-06", "2008-05-07", "2008-05-08", "2008-05-09", "2008-05-10", "2008-05-11", "2008-05-12", "2008-05-13", "2008-05-14", "2008-05-15", "2008-05-16", "2008-05-17", "2008-05-18", "2008-05-19", "2008-05-20", "2008-05-21", "2008-05-22", "2008-05-23", 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"aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "font": { "color": "#4D5663" }, "text": "Retornos rolantes a 1 ano" }, "xaxis": { "autorange": true, "gridcolor": "#E1E5ED", "range": [ "2008-04-20", "2021-04-19" ], "showgrid": true, "tickfont": { "color": "#4D5663" }, "title": { "font": { "color": "#4D5663" }, "text": "" }, "type": "date", "zerolinecolor": "#E1E5ED" }, "yaxis": { "autorange": true, "gridcolor": "#E1E5ED", "range": [ -38.68611111111111, 62.63611111111111 ], "showgrid": true, "tickfont": { "color": "#4D5663" }, "title": { "font": { "color": "#4D5663" }, "text": "Percentagem da variação dos retornos a 1 ano" }, "type": "linear", "zerolinecolor": "#E1E5ED" } } }, "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "round(one_year_rolling, 2).iplot(kind='scatter', title='Retornos rolantes a 1 ano', yTitle='Percentagem da variação dos retornos a 1 ano', colors=['royalblue', 'orange', 'dimgray'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Para reforçar a ideia que tentei mostrar acima, de que quanto maior o risco maior a variabilidade dos retornos temos também este boxplot. O boxplot dá uma visão diferente mas em linha com essa ideia.\n", "\n", "Facilmente podemos ver que a barra/boxplot referente à carteira defensiva teve uma menor amplite do que a referente à carteira EW. Os pontos positivos e negativos das carteiras com mais risco são significamente mais extremos do que os da carteira defensiva." ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "my_pal = [\"royalblue\", \"orange\", \"dimgrey\", 'indigo']\n", "\n", "plt.figure(figsize=(7, 6), dpi=80)\n", "ax = sns.boxplot(data=one_year_rolling, orient=\"v\", linewidth=1, width=0.25, fliersize=3, palette=my_pal, whis=1.5)\n", "ax.set_title(\"Boxplot dos retornos rolantes a 1 ano (com outliers)\")\n", "ax.set_xlabel('')\n", "ax.set_ylabel('Percentagem da variação dos retornos a 1 ano')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### Retornos rolantes a 3 anos" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Quando começamos a analisar retornos rolantes a periodos mais longos, como por exemplo 3 anos podemos ver que o primeiro valor da carteira defensiva foi de 4.05% em 22 de Abril de 2010. Isso significa que quem comprou em 22 de Abril de 2007 (3 anos antes e mesmo antes da crise começar) teve uma rentabilidade anualizada de 4.05%. Por outro lado quem tinha a carteira agressiva nesse periodo teve uma rentabilidade anualizada de -0.64, tendo perdido dinheiro, mesmo aguentando os 3 anos com a carteira.\n", "\n", "Podemos ver também que históricamente, quem teve a carteira defensiva ou a moderada durante 3 anos apresentou sempre lucros. Lembremos, contudo, que retornos passados não são garantia de retornos futuros." ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", "showLink": true }, "data": [ { "line": { "color": "rgba(65, 105, 225, 1.0)", "dash": "solid", "shape": "linear", "width": 1.3 }, "mode": "lines", "name": "4Fundos DEF", "text": "", "type": "scatter", "x": [ "2010-04-20", "2010-04-21", "2010-04-22", "2010-04-23", "2010-04-24", "2010-04-25", "2010-04-26", "2010-04-27", "2010-04-28", "2010-04-29", "2010-04-30", "2010-05-01", "2010-05-02", "2010-05-03", "2010-05-04", "2010-05-05", "2010-05-06", "2010-05-07", "2010-05-08", "2010-05-09", "2010-05-10", "2010-05-11", "2010-05-12", "2010-05-13", "2010-05-14", "2010-05-15", "2010-05-16", "2010-05-17", "2010-05-18", "2010-05-19", "2010-05-20", "2010-05-21", "2010-05-22", "2010-05-23", "2010-05-24", 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5xVdkWvkNkp+XJzroK59aG0ps3Qmv73+DuCACCHRbgMCt23QciAACfxQgcONWQACBeAUI3OIV5HgEECBw4x5AAIF4BQjc4hXkeAQ6C6RThZtX0ZBtsRYXnf+FIR0q3py9iaXCLVLgZsM3zVa8Ajc7NaWew055OX/enaYJWh1Xe/io+VnXl9MqOfdGhVuG/+1zp78Ebhk+oDQ/qwX8DNyum3KDlJaOy2pvOo9AEAUI3II4qvQJAX8FCNz89eZqCARRgMAtiKNKnxDwV4DAzV9vroZAqgXCVbhpqKXrsjm3eAO37lS42Yo4245IGQxruKX6borz+u7BdafDySo1jLPZHI4AAh4CfgRu27dvk5c3vChlV0+SsrJJjAMCCARMgMAtYANKdxBIgQCBWwrQuSQCARMgcAvYgNIdBFIgQOCWAnQuiUAKBboSuLn31RkAlz76hNhlt3TaRt28ppS0a7jZIM99rE7zuHnLNjPlZF5er9Aabjrb4GubXpdrrp5gZh3sauBmM5sbp1wbqopjDbcU3nDhLh1pPlB7jN5gH338sZmjVG+Gk42n0rAnNAkBBFSgpUXnUc6Rnj3PSBrI1i2b5fUtm2XCVRNl/FUTk3YdTowAAqkRaGtrk5aWNunVq2dqGsBVEUAg4wX0PaRd2iW3Z+eFzTO+c3QAAQR8EWhva5dTp1slL49/j/gCzkUQCKBAa2ubtLa1S69c/j0SwOHNqi6dWdArq/rb3c52JXDTa9igTH/+6pfHSENDo9ipICMFbnaJLg3odNN14Y5++JGZHtJW0unxm1/fbl6fOKE0FNw5f6+v2YDP3Web2bz9zr4OL7n3j2UNN+d6ct21jXZc1q/hZoHswJ191lmhQffCc84zqgsBNjYRuEW7yXgdgVQJnGpplRyRpD7g0rBtyy83y/lfvEBmzvpWqrrKdRFAIEkCLa1tot8qz++Vm6QrcFoEEAi6wOmWVmlv1wdcPI0Z5yAAACAASURBVCgP+ljTPwSSJdDa3ianTrVKQR7/HkmWMedFIOgC+v9rWltbJY//XxP0oQ58/wryCdwCP8gZ3sGUBG6RFvFLxZSNsYZtOtbuwC3Dx5/mIxBoAT+mlNzw0guyY8d2KS4ukdl3zQ20J51DIBsFmFIyG0edPiOQWAGmlEysJ2dDIBsFmFIyG0edPiOQWAGmlEysJ2dDAAEEwgn4Hrg5p2285OISefmVKrljxjQzPaOWEY65fHSnhfuSOXzRppHctuPf5fzzh8p5Q4eYZrhLKJPZNs6NAALxCfgRuD227EdSW3tIiooGy33zvyN2TbfFS5ZKfn5BfB3gaAQQSLkAgVvKh4AGIJDxAgRuGT+EdACBlAsQuKV8CGgAAhkvQOCW8UNIBxBAIEMEfA/cdP7QZSue7jBX5/x5d4pOz6hzhW6s2hJaH80Pw3DVdnY+Uef8pdoenYfUrt/mR/u4BgIIdF8g2YFb9c5fy/r1P5Mrryw1VW5a4VZTc0CqNm2UsqsnSVnZpO43niMRQCAtBAjc0mIYaAQCGS1A4JbRw0fjEUgLAQK3tBgGGoFARgsQuGX08NF4BBDIIIGUBm6f699fnlrzU/nWrFtN4MZ0jRl059BUBDJAINmBm1a3NTY2yJTrb5SfrK3oIFJYWCjfXfi9DFCiiQggEEmAwI37AwEE4hUgcItXkOMRQIDAjXsAAQTiFSBwi1eQ4xFAAIHYBHwP3NxTOOoUjUVFg+SaiePltc1b5Z09+6ggi23s2AsBBKIIJDtwu3/+vXLbjJlSkF8gq1ev7NSaR5ctZ4wQQCDDBQjcMnwAaT4CaSBA4JYGg0ATEMhwAQK3DB9Amo9AGggQuKXBINAEBBDICgHfAze3qk4x+fDSx6T28FHp26ePLHpgXmi9tKwYATqJAAJJE0hm4KbrtmmFm1axaTWbhm+6jpv+3m4EbkkbWk6MgG8CBG6+UXMhBAIrQOAW2KGlYwj4JkDg5hs1F0IgsAIEboEdWjqGAAJpJpDywC3NPGgOAggESCCZgZtdv80Zqm3fvk1e3vCi5OcXSFNToyxestT8zIYAApkrQOCWuWNHyxFIFwECt3QZCdqBQOYKELhl7tjRcgTSRYDALV1GgnYggEDQBQjcgj7C9A+BLBZIZuBWVbVRag4ckNl3zQ0J26q34uISqak5ILNnz5XikpIsHgG6jkDmCxC4Zf4Y0gMEUi1A4JbqEeD6CGS+AIFb5o8hPUAg1QIEbqkeAa6PAALZIkDgli0jTT8RyEKBZAZuq59cKQMKC6W8/JYOsosWLpDSceOkatNGArcsvOfocvAECNyCN6b0CAG/BQjc/BbneggET4DALXhjSo8Q8FuAwM1vca6HQHYK2OXDpk+7SUaPGJaVCARuWTnsdBqB7BBIduCm1WtlZZM6YGqVm04j+YMl3ydwy47bjF4GXIDALeADTPcQ8EGAwM0HZC6BQMAFCNwCPsB0DwEfBAjcfEDmEgikkcDuve/K0kefkAX3322CLxuE1R4+2qGVGoxdM3F8wlqejMCtqblZHl+1Rt5+Z1+HdhadO1AeWnCfvPHr38g7e/bJPXNmSX5entj9R40cHurbe+9/IBXrKmX+vDulf7++Ceuv14kI3JLKy8kRQCCVAqkI3Gx/759/L4FbKgefayOQIAECtwRBchoEsliAwC2LB5+uI5AgAQK3BEFyGgSyWIDALYsHn65nnYAN27Tj7sAt2ZVnyQzcnAGac1DdYZr+efEjK+TLYy+TmdPLza6vbd7aIZRL5k1B4JZMXc6NAAIpFUhm4KaBWtnVkzpVuBG4pXTIuTgCCRcgcEs4KSdEIOsECNyybsjpMAIJFyBwSzgpJ0Qg6wQI3LJuyOlwlgrY8GnWbTfL8lVrxAZskYIwPWb5kxVy710z5byhQ0IVYpPKrjLVcVoZ1tDYIA0NjabKrG+fPrLogXlmX91swHWivj6kboM+/YUev/n17ea1iRNKQyGYu+ru0lHDQ1VqzuHzqlhzvq7nWbbiaXNebZMGjnv/87fywQe18q1Zt5qKNm1DUdGghFbzhbvFCNyy9C8f3UYgGwSSHbjdNmOmjBgx0pNSA7lIr2eDP31EIAgCBG5BGEX6gEBqBQjcUuvP1REIggCBWxBGkT4gkFoBArfU+nP1YArkHH8/RR3LkfZ+n4Zdzs0ZnH2uf395eOljCQvc3qx+KxSyOavFmptPmetMvGqcCbPcwZ5zX22rTg159llnmXDMHYK99C8bZcK4r3aa8jFa4KbndZ5Lfx4x/CLZuettuW5ymQz8/DnmujZATPagEbglW5jzI4BAygSSHbjNnj1XdB03r231kytlQGGhlJffkrL+c2EEEIhfgMAtfkPOgEC2CxC4ZfsdQP8RiF+AwC1+Q86AQLYLELhl+x1A/5MhUPDSTZJz4oNknDriORunPN8pcHNXebmDL6813GxF2dE/fBi1wk0bZKdn1AqyjVVbTDXa7/YflHXPPm/WUtNKMud1L7rwAhN0OaeC1GN1/wfnz5W1P60MhW+ROhxtDTe9rgZ7tbVHZFr5DfJs5YvyjRsmm7XddLvk4hLf1m/T66UkcNOU8aOPPzaDoptd9M5djuj73coFEUAgUAKpDNyqqjbK3j175L753wmUKZ1BINsECNyybcTpLwKJFyBwS7wpZ0Qg2wQI3LJtxOkvAokXIHBLvClnRCCdKty8pnW0I6TTO57/hSEdKt6coxfLlJK6f7jAzYZv+Xl5noGbs7LMud6anlOr42oPHzXN0ekvtUrOvcVS4WbP+/XrJ8v2X/273DFjmgkDd/1mt4y5fHQoINQ2JnvzPXBzp6vuRNQ5QMnuPOdHAIFgC6QycNu7d4/8ZG2FaBXc6tUrZfGSpZKfXxBscHqHQAAFCNwCOKh0CQGfBQjcfAbncggEUIDALYCDSpcQ8FmAwM1ncC6HQIoFwlW42TXdnM2LN3DrToWbrYiz7XC3wdm+WAI3W+F36agRkl+QH5re8qk1P5UhQ4qkcMAAX9Zv03anJHBzLmKn1W66aULqTDi1FJANAQQQiEcglYFbzYEDJmgru3qSVG3aaIK3cNNPxtNHjkUAgeQKELgl15ezI5ANAgRu2TDK9BGB5AoQuCXXl7MjkA0CBG7ZMMr0EYHPBLoSuHkVSC199AnRyrjRI4aZ6RhtfqP/dRZQ2TXcbJCnrzmP1akeN2/ZZqaczMvrFVrDTad+fG3T63LN1RNEq87iDdy0XdrOza9vD7XbORWl7Ysf94jvgZvtqJYSuksZ7Rye7oTTDwiugQACwRNIVuBmw7RoIdqihQsMalNTo1w35QYpLR0XPGR6hEDABQjcAj7AdA8BHwQI3HxA5hIIBFyAwC3gA0z3EPBBgMDNB2QugUAaCXQlcLMhmgZlun31y2OkoaFR7FSQkQI3DctsyKbH6rpwRz/8yEwPqWGdbjYI058nTigNTU3p/L2+Fi4Ui2UNNz1ew70XNrwqix6YJ+cNHWKu7Qz8/Crw8j1w04465xS1yPYmGH7xRSH0NLpHaQoCCGSgQLIDt2jTRFZWPie7qncaOa10KyublIGKNBmB7BYgcMvu8af3CCRCgMAtEYqcA4HsFiBwy+7xp/cIJEKAwC0RipwDAQQQiC6QksAterPYAwEEEIhfIFmBW/XOX8v69T+TR5ctj9jI2tpD8tiyHxG4xT+UnAGBlAkQuKWMngsjEBgBArfADCUdQSBlAgRuKaPnwggERoDALTBDSUcQQCDNBVIWuDlLDa2Rn3Nppvm40DwEEEiAQDICNxu2FReXyOy75kZtpVa57d2zR0aMHCnl5bdE3Z8dEEAgvQQI3NJrPGgNApkoQOCWiaNGmxFILwECt/QaD1qDQCYKELhl4qjRZgQQyESBlARuXmu12Wkmb5xyrVwzcXwmWtJmBBBIM4FEB25asbZ9+zapObBfxl7xpzFPEVlVtVF03bdYAro0I6Q5CGS9AIFb1t8CACAQtwCBW9yEnACBrBcgcMv6WwAABOIWIHCLm5ATIIAAAjEJ+B642UXu7KJ7zlZqELexaovcM2eW6IJ7bAgggEA8AokO3FY/uVJqag50eT02Ddy0yu2++d+JpzsciwACKRAgcEsBOpdEIGACBG4BG1C6g0AKBAjcUoDOJREImACBW8AGlO4ggEDaCvgeuH1y/IQsW/G0zJxeLucNHdIBRqvcKtZVyvx5d0r/fn3TFo2GIYBAZggkOnC7f/69UlQ0WKZMuUGKS0piRti7d4/8ZG1F1DXfYj4hOyKAgG8CBG6+UXMhBAIrQOAW2KGlYwj4JkDg5hs1F0IgsAIEboEdWjqGAAJpJuB74EaFW5rdATQHgQALJCNwmz17bpfCNuXVqSgfW/YjU+GmgR0bAghkjgCBW+aMFS1FIF0FCNzSdWRoFwKZI0DgljljRUsRSFcBArd0HRnahQACQRPwPXBTwNc2b5XNW7bJQwvuC1WysYZb0G4t+oNA6gUSGbjpVJI6pWR3AjeV0Oq47h6beklagED2ChC4Ze/Y03MEEiVA4JYoSc6DQPYKELhl79jTcwQSJUDglihJzoMAAghEFkhJ4KZN0vXalj76RIfWLbj/bhk9YhhjhgACCCREIJGBmwZmunU3NNMKtxEjR0pZ2aSE9I2TIICAPwIEbv44cxUEgixA4Bbk0aVvCPgjQODmjzNXQSDIAgRuQR5d+oYAAukkkLLALZ0QaAsCCARTIFGBW82BA7J69UopLi6RqeW3SGFhYZfB1j6zRmpqaqSpqZG13LqsxwEIpE6AwC119lwZgaAIELgFZSTpBwKpEyBwS509V0YgKAIEbkEZSfqBQHoLfHL8hDy89DGZPu2mrC2sInBL73uU1iGAQBwCiQrctm/fJlWbNsriJUs7tSan/rDkvvOMnB51u7T3OTdsa6uqNppz6NbdKrk4KDgUAQS6KUDg1k04DkMAgZAAgRs3AwIIxCtA4BavIMcjgACBG/cAAtklYGcXtDMK2iCs9vDRDhAajF0zcXzCcJIZuDU1N8vjq9bI0Q8/6rBUmbPxFesqZfPr20O/6tunjyx6YJ6cN3SI54yLie6/XjglgVu4AdYGFZ07MCxYwkaeEyGAQFYIJCpwq6x8To7V1cnsu+Z2cutx5G3J2zxHmsf/UFqHloZ1raurM+fQSrnbZsyUESNGZsUY0EkEMl2AwC3TR5D2I5B6AQK31I8BLUAg0wUI3DJ9BGk/AqkXIHBL/RjQAgT8EnAu5eUO3JJdeZbMwO299z+Qyn/aICcbGuXr10/uUEFnrzv84otk5vTyELUe8/IrVXLHjGnyu/0HZd2zz4eyJ31t8SMrZO63ZiS0Gi8lgZsmjbo5O+/XDcd1EEAgewQSFbitfnKlFJeUeK6/ZgO306NnyulRM6PiLlq4QErHjWMtt6hS7IBAeggQuKXHONAKBDJZgMAtk0ePtiOQHgIEbukxDrQCgUwWIHDL5NGj7QjELqAhkmYvs267WZavWhOa2jFSEKbHLH+yQu69a6apBLOVZJPKrjJBlJ6vobFBGhoa5e139omzakxbZoOrE/X1oYbaoE9/4aw6mzihNJQJuYuyLh01XO6ZM0vy8/I8O/za5q2h39fWHumQLelr7+zZF/F4DSKdgZvt56iRwxNa5ed74KaQy1Y8bUB0ANkQQACBZAkkKnC7f/69YavSct+pkNzdFdI69EppHv9I1K5ECu+iHswOCCDguwCBm+/kXBCBwAkQuAVuSOkQAr4LELj5Ts4FEQicAIFb4IaUDqWBwIcffpiSVuTk5MjZZ5/d6drO4Oxz/ft3WEst3sDtzeq3QlMzOsOt5uZT5joTrxpnQiv3dZz7aoN1SsizzzrLZEMaxBUVDQqFXS/9y0aZMO6r0r9f305903Dsx2uflesml5nX9Nj58+40+8YanLkDN3fQmKjBJHBLlCTnQQCBtBNIROBWW3tIHlv2I7lv/nekqGhwpz7awK1twIXS9LV1UQ0I3KISsQMCaSVA4JZWw0FjEMhIAQK3jBw2Go1AWgkQuKXVcNAYBDJSgMAtI4eNRqe5wA+XLpaPPvrI91Y+uGBRp8DNXeTkDr68lviyFWVH//Bh1Ao37aSdrVCDq41VW0w1mXuaRud1L7rwAhOwOSvIbOj14Py5svanlaHwLRqic2pI3dd5XndFng3k7Fputp/a1qWPPhG6VLKWNvM9cLMddqaX0UB5HQEEEOiOQCICt71798hP1lbIo8uWd2pCz5pXpOe7z0vOqROSc/KItBRPFsk9U844+rboFJNea7oRuHVnJDkGgdQJELilzp4rIxAUAQK3oIwk/UAgdQIEbqmz58oIBEWAwC0oI0k/0kkgnSrcvKZ1tFY6veP5XxjSoeLN6RjLlJK6f7jAzYZvOhWkV+Bmp6bUc9gpL7U6TTetjqs9fNT8rOvLaZWc1+auhvOqnPOaGtK5nzMctNdOxpp2KQncnIlkuDk50+kvD21BAIHMFEhE4FZVtVFqDhyQ2XfN7YRQ8OLXJaf+sJz6ykLp9caSTq83fPONTr8jcMvMe4lWZ68AgVv2jj09RyBRAgRuiZLkPAhkrwCBW/aOPT1HIFECBG6JkuQ8CGSGQLgKN6+AKd7AzbkuWqwVbg8tuK/D1JGRpnf0qs7TUXCuJRduDbdwgZtORemeYjJRI+t74BYOyHYoWaV84cBsyaEu+Gc356J++jsdGL1xdIu2eF+iBobzIIBA/AKJCNw0ICsqKpIp19/YoUEatGngdmrMPdIybKqccWy/9Hx3vfSseVXac/tIzul6M8WkTjXp3PR8AwoLpbz8lvg7yBkQQCDpAgRuSSfmAkkQ0OmQd1XvlLKrJ0l+fkESrsApuyJA4NYVLfZFAAEvAQI37gsEEIhXgMAtXkGORyCzBLoSuLn31SBKp160GYlWl+nmVeFm13CzQZ77WM1VNm/ZJhqw5eX1Cq3hNq38Bnlt0+tyzdUTRAuyIgVu4YIxZ9Wb7cPwiy8KtVPbHClw09f1HB99/LGZHjNRhWG+B27pdmvqYPzzi6+IDrKi6gCufGptaBFA94C6b7B06w/tQQCBzwS6Grg1NTXKoUOHpLi4JHSSRQsXmAeWpaXjOtD2eH+75G19UJxVbPZ3LRffJD1/+7w0T1wlrYMu7XBcZeVzcqyuzrNijrFDAIH0EyBwS78xoUXRBbQ6u2rTRpk69WYZe8WfRj+APZIqQOCWVF5OjkBWCBC4ZcUw00kEkipA4JZUXk6OQNoJdCVw08bboEx//uqXx0hDQ6PYqSAjBW42T7Fro2mx0tEPPzLTQ44eMcy46PF2PbWJE0pDgZjz97qfuwjKoobLY5xrydmwzH1OZ/GUV3Bni7H0WokK3XwP3NwL+KXb3ei+Gd3zgyar1DDdHGgPAkEQ6Grg5l6vTQM4Ddxmz54rxSWfhXBq06t6ualqaypb1YGqoLLMrN+W++56aSmZLKdHzezweqQpKoNgTh8QCJoAgVvQRjQ7+mMDN/3s0s8wttQKELil1p+rIxAEAQK3IIwifUAgtQIEbqn15+oIIJA9AgRurrF2li8O/Pw5pszRueBepPLG7Llt6CkCmSHQ1cDNPqD87sLvSWFhoVm7bfXqlfLosuWdOpxfNcdMF3lq7L2eGOFeJ3DLjHuHViJgBQjcuBcyUcB+nmnbvb40kol9yuQ2E7hl8ujRdgTSQ4DALT3GgVYgkMkCBG6ZPHq0HQEEMknA98BNcbRqbMzlo0NlhekCZksIbcBm/2zLJ7Wd7sDtdEtrujSfdiCAgEug6VSL5IhIXq+eMdn88hdV8ovNm+SOv5ktx47VyVtv/UbqPv5YHliwqNPxfTbOkJYhpdI0YobnufP3rpUeR9+Sk3/xRIfX9Ro1NQfk8svHmN9fPuaKmNrGTgggkBqBlpZWaT7dImcW5KWmAVwVgW4I2M+a/z5YIwMGFMrfPriwS2c5XFsr5xYVdekYdg4voA+42tvbJT8vFyYEEECgWwKtbW3S2Hha+pzJv0e6BchBCCAgp0+3ij7D7F3QCw0EMlogt2ePjG4/jQ++QEoCNw2tXn6lSu6YMS1hi9HFO1Q2XDv7rLNC84i6Azi9hjtw++REY7yX5ngEEEiSQFtbm4jkyBlnaOwWfdu+9Zeybesv5Ju33SHbt/5C3vuf/5YvXTRMpt58a6eDz33pL+T4yLvkZPHXPU98Zs3Ppc9vfypHJ2/o8Lpe4803f2V+N2jQuXLrbX8TvWHsgQACKRNoa2+X9rZ26dHjjJS1gQsj0FUB/az5n/+pMYfpZ9nf/b9LpbmpSfLy86Oeyn4W3n3v38rnPjcg6v7sEF2gra1d9H89zuB9JLoWeyCAgJeAhvatbe3Sk3+PcIMggEA3Bcz/r2nn3yPd5OOwNBLo37cgjVpDUxDoLOB74GbXSKs9fNRzPIrOHSgPLbhP+vfr69t4eYVt9uKs4ebbMHAhBBIu0NUpJdc+s0b27dsrU6feLLt2VZtKtLKrJ0lZ2aRObev9j1+R5omrpHXQpZ7t7nHkbcnbPEcavvmG5Jw+Ie25n76n2XXi9GedtlKnr2RDAIH0FWBKyfQdG1oWXmDDSy9IbW2t+fzSqZEXL1kqO3fulIM1B6T85lskPz/8/0m101FeN+UGKS0dB3MCBJhSMgGInAKBLBdgSsksvwHoPgIJEGBKyQQgcgoEEEAgBgHfA7cY2uTrLl5VbM4G7N77rqx79vlQCKgBnG4zp5f72k4uhgACXReIFrg1NTVKdXW1FBcXS1HRYFn95EoTshUXl5iLDSgslOuvv8HzwWS0wE1DtoLKq6Wl+FrpWfOqNN7wc2nvc25oXTjbG6/14breU45AAIFkCRC4JUuW8yZTQD/PdJtafov8YMn3zTpu27dvNV8qibamm375pKamRvQz8r753zGfgfoFEbbuCxC4dd+OIxFA4FMBAjfuBAQQiFeAwC1eQY5HAAEEYhNIWeCmQdbSRzuubbTg/rt9X9dNp4hc/MgKOVFf30Fs4oTSUKj22uatJnTT7dJRw+WeObPSZirM2IaZvRDIToFogdtjy34ktbWHDI5++3/tMxUmcNPwra6uTkrHjfOsbsupPywFL349YoWbnrPghRsl5+QRc/5TX1koLcWTQ4Hb8OEjzINPvZa2we/gTasfxl7xp+b6bAggEF6AwI27IxMFNHArLikxn2H3z7/XhGxr11aYEC1a5Zo9tmrTRtN1/bzSAC7cZ2Im+vjdZgI3v8W5HgLBEyBwC96Y0iME/BYgcPNbnOshgEC2CqQkcHNXjSm+Db5unHKtXDNxfLaOB/1GAIEECkQK3DRQ02/92+22GTPlJ2srzINFDcJ009+NGDGyU4vsdJGN5ZtCU0V6NfuMY/slb9McyTldL6dHz5TTo2aacO3JVStlypTrZceO7aHAL1rFQQJZzKm07w0NjXLXnLmEbonG5XyBEiBwC9RwZk1n3IGbTpW8fv3PTLXa2LFjZcr1N4a1WLRwgZlOecf2rXLs2LHQflr9PfuuuVljmMiOErglUpNzIZCdAgRu2Tnu9BqBRAoQuCVSk3MhgAAC4QV8D9zsFI6Tyq7qVM2mQdzGqi1UkHHHIoBA3AKmci2npwwYUCgF+bmdzldZ+Zzsqt4pY8ZeITUH9ptqL/02vz5ktN/q9wrBery/XfK2PijtZw6SxhtfiKmd+VVzpK3PuXLqK4s67G/XydFfasVBQX6+HD5ca35O5qY2Wt1nw8VwwWIy28C5EcgUAQK3TBkp2ukU0C9V6OebrXDTsOzQoUOmSq3mwIGIwZmtiCvoXSCVP3su9MUQ1h3t/j1G4NZ9O45EAIFPBQjcuBMQQCBeAQK3eAU5HgEEEIhNwPfA7ZPjJ2TZiqfNdI3nDR3SoZVa5aZrpM2fd6f079c3th6wFwIIIOAhoA8bR196uVx1VZln4Kbf/q+r+1hm3D5LNrz0ojmDTiepIdvq1Z+ufeMVuPWqXi4aumnFmk4RGcuW+06F9DjyljSVreqwuz70tNfSB6MHaw6YqSyTPb3k9u3bTKio02hq8DZi5EjPqTNj6Rv7IBB0AQK3oI9w5vZPp4fUijWvzYZmOq3kksUPm0o1/ZKFVm1rpVu4zxlb/W0//5yfU3qdZH8+Ze5oRG45gVtQR5Z+IeCfAIGbf9ZcCYGgChC4BXVk6RcCCKSbgO+BGxVu6XYL0B4EgimgDxsvHnaJTPvrGR0CN32YeOxYnQmc7Po2Gr7p73SKRQ2h9Fjdvrvwe6Lf6LebTiXZa+uD0nLJTWZ6yFg3WxXnNQWlTt2lD02dW7Knl9TqvsaGBhM26s/H6uqYJizWwWS/rBMgcMu6IU+7Dlfv/LWZ6lirkZ2bfmFCPz/0s8q52Srm++Z/x0wZrJ9x+oUSrZ4erH9evbLT55s93gZs9vPPHbjZc6YdUpo3iMAtzQeI5iGQAQIEbhkwSDQRgTQXIHBL8wGieQggEBgB3wM3lXtt81bZvGWbPLTgvlAlG2u4BeaeoiMIpIWAhmbnf/ECmTlrdofAzT541Ebqw8fS0nGhh5F2fRobuLm/ya+Varm7K6Tpa+ukbcCFXepn73/8ipz6ykJpK/xSh2P1YemhDw6ZB6B6fX0oqtuVV5ZGXGOnSxd37eycakyntdy7Z4/oQ1Q2BBDoLEDgxl2RagE7BbIGbloJ/edXjpNf7dgmWq2sm67PptMi6+fH4MGDQ58p9jNMP/d0Okl9n9cvkTir39x9swGbPda93qkGeHxedP2OIHDruhlHIIBARwECN+4IBBCIV4DALV5BjkcAAQRiE0hJ4KZN0/Xalj76RIdWLrj/7k7rusXWDfZCAAEEPhXQb/zrA8W9e/fIoHOLZM7cb3cI3DRs0geIdm0b3XfDSy/Ijh3bOwRwOt3kwkUPdWANtxZbLPZ5Wx+QM478h+ScPiEN33yjwyEaummlm64fp5UMOvWXDf9iOXdX9rHXAWVZ7QAAIABJREFUck8XxjRhXVFk32wSIHDLptFOz77aL4po2GXWJ/3jpl/M0M8u/W9xyYXyk7UVpgpO99HPEvsZpiGarsemx9vPyXBTCbsDN93ffgnFXl8rwcNNZZmegqlvFYFb6seAFiCQ6QIEbpk+grQfgdQLELilfgxoAQIIZIdAygK37OCllwgg4KeADZMGDBhg1qnRB5F/v+RHHQI3fXCowVZZ2aRQ0zSAqzmw31QI6KYPKzWIcz5QzKk/LPn/epucHn27tAyb2uVu6XSUPQ6+Ij1rXvWskNOHnAMKC2V95XOmSiFZgZsGkfpQ1gZs7qnHutwxDkAg4AIEbgEfYFf3Xt7wolxQXGI+Q9Jlc1Zm2zZpyHZl6XjRKmWdFlinSNapkvX3n36O1YadKnjtM2vMPjqtsHsLF7jpZ9KM22eaL4cke9rjdHFPZDsI3BKpybkQyE4BArfsHHd6jUAiBQjcEqnJuRBAAIHwAr4Hbp8cPyHLVjwtM6eXy3lDh3RomVa9bazaIvfMmSX5eXmMGwIIINAlAfugUL99b6dp9ArcuvOwUKeE1K154ippHXRpl9rl3NlOLdlSPNnzHBqAbdr4mlmvxzkdmF1vrtsX/uOBXlNI2uqFZIV88baZ4xFIpQCBWyr1/b22rXZOp/dC/SLJ4r//voHQn93TDet7un725efnm88NbbtukT4z7DGz75rbCVinqdTQ0Vn1rOcfPGSw+RKKfl5oFZ1XIKkV5BpWlpff4u/AZcDVCNwyYJBoIgJpLkDgluYDRPMQyAABArcMGCSaiAACgRBIq8BN13GrWFcp8+fdGVrbLRDKdAIBBHwRcH4z31Zu6ZSSX/zieaHrR1q7Jlwjtbqt4MWvS9vAS6WpbFVcfdFpKVsHXSanR80Mex53hYG2OVEPgLVSoqioqMP6cDoNp3qxNk9cQ8vBARUgcAvowHp0S99rtUK6sPCssNVhfmnoe/KGDS+a936tXBs+fIQJ1NwV2hqe7areKQMGFJp12nTr3bvArPOma5R6bZECt2jreurnhdd0lLZ6WkM5/dILW0cBAjfuCAQQiFeAwC1eQY5HAAECN+4BBBBAwB+BtArcXtu8Vd7Zs48KN3/GnqsgEDgBfVDoXLdGH57ePvNbcsklF4f62p3ATaeDzNs8p9Paa90BNOvADbhQTo29N+zhyQzcvKoTdHoxfZCrG2u5dWdUOSbIAgRuQR7dz/pm33e1gizSdIx+aejnmQZtGrjpNMMatOmf3YGbM+gqLi4OvZdHquS2Id13F36vU3e0yi9S//VLG2bLERlcNNgEezoFc2Xlcyb443PE+w4hcPPrbw7XQSC4AgRuwR1beoaAXwIEbn5Jcx0EEMh2Ad8CN61eW/zICjlRXx/WvG+fPrLogXmdpprM9kGi/wggEJuA+1v7Gi7dMm26XHbZp1NA2jXeujqlZO47FdLzwCvSeOMLsTUkwl69qpfLGcf2R6yUc06NqevLaUVBoqoGvAJH+2BXm33f/O+YSjc2BBD4VIDALbl3gq2uTe5Vop9dg6aamhoZM/aKTlMqRj868Xs4vwhh35v1s8D9+WU/L/QzQt+/dVpH3TRM0yDMa3Ov5alTSB6qPSRjLh8rmzdvMgbOdU6d53B+Xujv7fSSel2twtO1U7v6GZt4vfQ7I4Fb+o0JLUIg0wQI3DJtxGgvAuknQOCWfmNCixBAIJgCvgVuli/SGm7BJKZXCCCQbAGtalu//mcmKNLpwGbcPstccvHfPyyXXT5Wrr32WvNnu19XQ6VYQrJY+6jhXY/fb5emr60Le4gzGNSdVq/+tKLA3W7tj059pmv1xLKFCxw11DtWVyeVlc/KlaXjw05DFss12AeBoAkQuCVvRG14kw4BjYZZWiE2YsQo856bympffU9+avVK80ULDSR1C9ce+76uYZd+9umfddNjw20d1js9dEi0ak3316ko9dqRPiPdgZtW3I0Zc4UJ+nQc1S4dxjN5d233zkzg1j03jkIAgc8ECNy4GxBAIF4BArd4BTkeAQQQiE3A98AttmaxFwIIIBC7gFYm6LfqdXNOt7Vy5Qq54IKSUOC2aOECKSjIl4WLHvI8ua7V1rPmVTk9+rP11XJOn5D8n39DWi65KeK6a7G2tsf72yVv64NRp6e0lWiNTY3yk7UVJkzUh8FTrr9R9GHpvn17RKsUGhoazcPRcJUM9uGoPqy1D1nDPUzVioqC3r2lvPyWWLvDfggEXoDALXlDrEGPTpeoFVXHjtXJlCk3mPc6/TLBrt9Um+DGuel7mO6vX6wYe8WfJrRh+p573ZQbzDSJGhrpOmSRQquuXtx+ccL2MdLx9ssh2v+1ayvM+7u+b4fb9H1+xIiRMVcn2zVO1d1OA2mnrlTbcJ+Ren1nRd3gwYPNunFjx441n8H6ObNk8cNmbMJVyHXVLSj7E7gFZSTpBwKpEyBwS509V0YgKAIEbkEZSfqBAALpLkDglu4jRPsQQCCqgH1oqztOnXpz6EGsBm4DBhTKtGl/bcIpDa4iTbPV89310mvX49J4w8+lvc+55rr6u9zdFdJYXuXZjqN1rfLL6kb5i7EFMrCwR9S22vXgmieukrazSqQ9t6/nMRoOanio1Qp79+wxD6R/tWObab97qrFI1QTWRh/WNjY0RqzccE/JGbUz7IBAFggQuCVvkLUqSiuq7Kbvcxr42y9RuKu67BcINJSzAZQGZe51zbrTYvslh8FDBou+/9qpErtzLq9j9Py6xVL95XwvthVuiZ7qV9uj57Tn17XrNDSzlXLh+m3DOg3o8vPzQ2vG2eP0M6eoqMh8OYTtMwECN+4GBBCIV4DALV5BjkcAAQI37gEEEEDAH4GUBG5Nzc3y+Ko18vY7+8Su2zbw8+eY340aOVyumTjen95zFQQQSGsBW82gD1OjPfyzrzurt1559RX5j7d+I2VlV0vNwRozbeLsuzpWTDjPq9M9arimYVh7Xh/zklajtQ65Uk6N/fRhqXvbc+CULFhdJ3dM6SdTSntH9dSKuYLKq81+Wkl3etRn1XTOg/WhpZ0qUh20WsBOc+YMGPUYZ8joboBOk6YPSPUhb13dx2bqzXBTkxG4RR0+dshCAQK35A26DaH0Cjb80fcn+x4XLnDT/fU1G/4kMnDT91193xwxcmRCq7RsXzXY0mkrI00FXFn5XNTPq3hHxf05ooZVmzbGFF5qX2w4qtV4+oWWm2+ZZioCbViqgZz781b31S3R1YnxWvhxPIGbH8pcA4FgCxC4BXt86R0CfggQuPmhzDUQQAABkZQEbhXrKqWoaJBMKP0z+fHaZ+W6yWVy3tAhsnvvu7KxaovcM2eW5OflMT4IIJDlAs7pEMNRaCWCVoHpgz79r/MBrQZur/9ys+iDP532Sh8olpaO63QqrTprHXSp9HpjsZlS8tSYe6Tn+9slp+6AaEDmrHhzH7xhe4P8eMNxuaAoV1bMPyumEev9j18x+7UNvFSaylZ5HmMfhmq/dCrJ0tLxocDN+ZDaTq3mnr5Lq0Z0qjA1dG+RAjd94JrKtYtiAmQnBHwUIHBLHra+l+l72LFjx8z7s33/se/r7mkdNYiyUyBqta9+iUK/iBCtKiuWHtgKNw3C7BceEjUtonMaRv2citReu28slXCx9CvcPs6pmHUf/bKKBo2RvsBhz6U+Y8aM9QzO7Oe2fnbp+Dk3PU6nDtWxy7aNwC3bRpz+IpB4AQK3xJtyRgSyTYDALdtGnP4igECqBHwP3D45fkKWrXhaZk4vF61qcwZu773/gWgYN3/endK/n/c0a6mC4roIIOC/QLTATR9c6oNZ3ez6M86w6N/+7Q158YXnQw33mk6yZ80rklu9Qpq+/s+S9/qDcsbRt810ku1nDjI/RwrFDtaell/ubJQNOxrMNZbOLpSRJb2iQhW8cKPIqXrJOV0fdi0323c9mT6ILr6gxDNw037rA2L3g+Ht27fJyxte7NAW+2A7XKBmH/QSuEUdQnbIIgECt+QNtq2U0hBNp3DUaX81pLHv6+7QyU5XqFMf2vXdNHDzqqbqaqv9CNw0aNNt37695osN+sUIXZ9NK8S0wk9/1imDdZtx+6yudqFL+9t14uxBiXrft58jel73Oe2XRSJN7dylTmTQzgRuGTRYNBWBNBUgcEvTgaFZCGSQAIFbBg0WTUUAgYwWSKvAjQq3jL6XaDwCCRewoZNzmkjnReyDPX1dAyb3lJF1/3tc3v7NLnnt1ZfNw0y75o89R683lkiP3283VWxa1Za7+xlpG/Qn0uP9HWaXluJrpfWCyab6zWtb/MwxeXNfs9xydR/59z1N0tDULhULz4nqkFN/WM6oPyJ5m+dI8/gfSuvQ0k7H6MPQDRteMlV7zsDtuik3mCBNp/PS/urmFbg5Azt7cn2gXaAVcyUlnm0kcIs6dOyQhQIEbskZdPuFCRuq2fcfrbDSqW910/e7psZG836nYZStPNNKOP2dvqZhlVc1VVda7W6LXmdAYaFZTy4Rm11D1DkNpv3cOlhzwFyioaFRZsyYab5Ykej147z6YKfj1Nfi9XOe33le52e3/b1eq3TcOPOZ3NjQkDXTSxK4JeJvEudAILsFCNyye/zpPQKJECBwS4Qi50AAAQSiC/geuGmTXtu8Vd7Zs0++NetW+elz/2SmlPxc//7y8NLHZOJV41jDLfq4sQcCWSFgpw9zP3zUh6P6wDW/oEC2b9tmKiL0Ya2uUWbXhtHKtcbcc2R/fT95puKpThUQdi01rWTTarPWL5Sa6SR1/TYNwnTTn8OFbfr61IV/kC+PzJNvl/eXo3WtMnPJhyZ8O9nYJgdrW0zFW6Qtb+sDcsaxA6IBXGP5JmnP7VjZa6eVtEGhTvel6/9odYetHAg39ZmtBLmydLysr3zOTKnpnt7L3TYCt6z4a0UnuyhA4NZFsBh3d35hQsMXG3rZ9zi7ppt5r516s3lv18q3KVOul127qqXmj0GVvVw8FVrutuh0i7W1tRHX/Iyxm2Y3/QKEfoli4aKHzJ9tNd3atRWhKZELCvKlsbFJ9L/z7/9bE4L5sWm7jv3vsaSsV+esULSho36BRD+3dXNPA+1Hf1N1DQK3VMlzXQSCI0DgFpyxpCcIpEqAwC1V8lwXAQSyTSAlgZsiazXb0kef6OC94P67ZfSIYdk2BvQXAQTCCNjAyb3ejZ0KS6cR0232XXM7nUHXSWsYfps0XjJD/m7hdzoFbna9tqavrZNe1csl5+QRkeYT0lheJflVc8x0kvpa24ALPVtnAzZdt03Xb9Pt/1R+Ir+sbgzt73zN6yQ93t8ueVsfNC+d+spCaSv8kuTuXiPN4x8xv9OHkYc+OBSqSNOHtNrnxsbGULWeGuXn53eafuwHS75vKkB0qkl90KnVIfoAO9IWa+Cm/oWFZ4WtlOOGRiBIAgRuyRlNr/cbfY/ToEnfr+6aM1eeXLVSGhsbpLjkQrn++htM4KYhjgZYNnCz63eGq4SOpfXutuj59+7ZIyNGjJS6Y3UdKt10X722Bkexbqa9Bw6EPquWLH7YvB/r1JL6X12nU/+rlX0aOE65/sZYT522++kXREaMHBkK8qzB1PJbRD+f3Ouu6vSa+pkX7XMqbTscpWEEbpk6crQbgfQRIHBLn7GgJQhkqgCBW6aOHO1GAIFME0hZ4JZpULQXAQT8F7CBm3M6SPtAVh/M6UPZAQMKOwVutnrt9Dmj5fj4FZ6Bm4ZqrYMuk9OjZooN31qHXmnCLq2O02q3prJVYTv9i52N8g8bTsjzSz4f2kfXdJu37GP58vA8U+E2pfRMmVLaOyKctkMr3Np79ZWc+iNmesuGb77heYz2Xddh07DLhozhKjGc6xHFOnL6wFMfhOqDZDXXh81em46Lbl5BZ6zXYj8EMkWAwC05I+UVuGmgpu/t+mUBO52jThf8qx3bZOrUW8x0i1qpu2nja+aLBMeOHQut3+le760rrfYK3LSK2m7O9kRbW9Trulqt7Zzy2H626fu5rXrT43S/sWOuCMSXGWyVtQ0PndN06vSSjQ2NZjztuOlnmQaQur5bOm4asg4ePNhM/bl+/XNSNnFSl8aJwC0dR5U2IZBZAgRumTVetBaBdBQgcEvHUaFNCCAQRAHfA7dPjp+QZSuelpnTy+W8oUOCaEqfEEAgQQI22NEHXXa6MA2SnJvzQaiGVb3+bYmccWy/CbGcgZuGSFrtpdVsPX/7vDmFrtvWMmyq2f+MI2+ZtdTa+5wbU+u1mu1kQ5ssun1Ah/03bG+QkSW5ov/1et3r5LbSTavptC0aAuoUl+7qOtt32xc9l7tyQn9n18rpTsWHfeCt59EH217Tmtl2xDOFW0zI7IRAGggQuCVnELwCNxtEOcMz+36mlV/V1dXmfclWQ619Zo35AoJOmavvi6Wl47rVWPeUj7ZtejL7Hmin5LWBW7j3R68GuMMnDZd0auCgVLN59dn9ZRD9MsefXzkuNEZe6+Y5P+u7NZBJOsjeD3pfNjY1yk/WVnQIhWO5LIFbLErsgwACkQQI3Lg/EEAgXgECt3gFOR4BBBCITYDALTYn9kIAgRQIRArc7HRU+pB18sBD0lJ8rQmrdIrG06Nnflo1dvyQqXBbvWp5aGqrgsqrRXqdKS0lk6XlgmtjDtjc3V/wZJ2MLOklt5T18ZTRCrgfbzgh6x0VcJEItdJN+5Bb/bjknK6XtoGXdqqwixa4aUWGnWZTKwe6E4jZB97a1nAVI7Yd8VSUpOB24pIIdEuAwK1bbFEP0uDKrsFpd7brdrrfW+x0uuZ9yTGFsP2M0N8Xl5R0aR0yDXx0088S5xS8+jsN9HRKRF0vrqB3bxOw2PdTG7h15f3PvdamPYfzyxNRwTJsB+3jruqdpmLNHa7Zrui4ajV1SUmJaCWjbt353Eo2jR0vrfrWwE0DON30Cz+xViQSuCV7lDg/AsEXIHAL/hjTQwSSLUDglmxhzo8AAgh8KuB74KYXrVhXKWMuH816bdyFCCAQUUAfeBYUFJj1cvQhnP2WuZ1WUX8/6at/Ited/AdzHhO61e03a6/ZqrGP/2qbHKv7Q2hdIF3brXniKmkddGlc+l+bf0Tundpf/vKKAs/z2DXeNJDbc/CULJ1dGNP17PpxWmnXeMPPOxxjg67bZswMTfforHCzDy913Rxdf0gr3Lq62QeL+hDaXTFip9TSKjjdgvywuKtu7B9cAQK35IytV3Wuff/RkEanDLabrnmm00e6K8K0+k03nWJStxm3z4qpsXb6XK2Iu6C4xARq7mtqSKTvg+5KPPulBD12+IiRUltba66Zn5cnY6/40w7X1y8+jLl8rGzY8JKUjhsXCgSdFVMaFAZxc7rZn91Vgc6KdV2r1U4p6Rz7dLBxfhFF26P3oY67XctPq+ejbQRu0YR4HQEEogkQuEUT4nUEEIgmQOAWTYjXEUAAgcQIpCRwe+/9D+TlV6rkjhnTzAMKNgQQyD6B6p2/ll2/qTZVVOE2fRhXMvBMOXD0pJlG7NAHh0Jr+Kx9psI87Jo8+COZfM7B0ClaLr5JTo2911S75f/rdPlkYoXkDhoWej2RgZuGaFrlFm67ffGHUt/YLg1NbbJi/llyQVFuTAPd48jbkrd5Tqe13Lwqy7Qq4OUNL8rUqTfL+vU/M+fXigENKruzxpo+iNa1hmoOHjDVCVPLbzHn0k0DUH3QqFOh6YPo4uLimB9wx9RxdkIgDQUI3JIzKF6Bm34u6PuYu8rJBh7hQn6vc7lbre9tuvbWlCk3hNYP0330vUzX5gr3fumeotcdvtjraEjkXn/MueaosyJO27Jr104ZM+aKDsFicqRTc1brplVh2t/GxoYO69Vpq6zPXXPmms+t7qw9mszeaWCq94t+9l035QZTiWfvGQ1kdUpTDVkJ3JI5CpwbAQSsAIEb9wICCMQrQOAWryDHI4AAArEJ+B646RpuDy99TGoPH/VsYdG5A+WhBfdJ/359Y+sBeyGAQEYK2EqGSNNH6cO3yYMOyStHBoeCOTtVoq4PU129U/7qnP+Uy6+eJj1rXjUhW/P4H5q12HTTcK1+7INyxsXXmT/rGm86pWS8FW7PbaqX56rqo4Zoew6ckguG9JQHV9XJBYNz5dvl/WMaq3CBmz7004eYzkoMWzmgD3v1oaYN3uJdG0gfJi7++++bqcC8Nn3wrdfuTqgXEwI7IZAmAgRuyRmIWEIye2Wvtd2crdIvHuiUunadNa8W23XTNDjR9zWtAtYvDcSylpp+Ful7q4Yr2pYBhYVmLTINifQ9Wa9vp0/s3btAGhoazTX0PVun+dU15hb93fc818RMjm56nNV+ZmlrvMJSO1Wo/RzR/bVCO5YAK5k9dH7+2c9WrzX73FOFRmoTFW7JHDHOjUB2CBC4Zcc400sEkilA4JZMXc6NAAIIfCbge+AGPgIIIKAC4aYOc+row7h7S96V5QeGdQrczjj6tuScOmHWbGv45htip2JsLN8k7bmfBva5G2dL25lF0nrl35k/22kmdapGnbKxO9uPXzoum6ubZNrVfWRKae+YTtHV9dy8gkFdk27nf/5eag7WSHn5LaHr6sNe/Za9TremD391GkkNwgYPGRzx4W7u7gppz+srbQMulPbCkpCZs0N79+4RrTipqanpELzpujX6EJLALabhZ6cMFyBwS8wAmqqu6p2iUwJrcKXvW01NTTGF9vpeVPmz58IGau5pH71abEM7u/6nTmGo7dDpJJ3T9IY7tqioSKZcf6MJ0bxCIVudpV8K0ZBNK7B10y+VaPu10ivbNu23+urmFVipmX6e2M80XcNPK6xT/UUOez/Z8bKfre7xs+Gr8zM53BgTuGXb3U9/EUi8AIFb4k05IwLZJkDglm0jTn8RQCBVAgRuqZLnughkuUCkigX9drlWBOg+zsBNpzncvm2b/PD2P5debywxYZGGbo03viC9qpebQE1/tlvOm49Jwf5/Nvvpum46TWNOu0hT2apu609d+Ae5Y0rfsGu3eZ34ZFOb6HE6/eTBD1pk/ZLPR71+wQs3SkvJZDk9aqYUvPh1aRtQIs3jH/E8zoaXzinLIl2g57vrpdeux6X9zEGSc/KInBpzj7QMmxr2EOd0bvogUqeZ1OnQbEVH1M6wAwIZLEDglpjBc4YYWqW7vvI50fXLYq1msmuqebXGPe2j1z4/WPJ9UwWsmwZiel39YoJOVRztCwr6HmvXxXRWuzmvY4M4rbSzm4Z7karuEiObvmexYx4usNK1+ZxTMuoXPHS9uylTru+0Hp6fvdTx1rYUFp5lglMNZ73WB+xKQEjg5ucIci0EgilA4BbMcaVXCPgpQODmpzbXQgCBbBYgcMvm0afvCKRIQB96PrV6pXn46RUS2XXJtHnuwO3gf+yQey/5wEwfqVvr0CvDBlFtv31Z+lT/sEMvNXjTAK47m04RuWB1nVQsPEcGFvbo0il0CsqDH5yWN/c1R52KUk/c643FJkzUkE2nxtSqPa3e89rsQ81YAzedVrPlkptMmOe8TrgO2anYnNN/2soF5+/0oXdjQ6N5QKnTh7EhEAQBArfEjKIzcNP3Kg01uhK4RWtFtPW/9HWtrtNqYDs9ZLRz2tdt2zU8W7Rwgefnlg1fbGWbHqvBXqqrtWLtY7L2U/dYpzjWfxNoMJpKN22Dhqdjx46V4pILTYVePGsHWlcCt2TdYZwXgewRIHDLnrGmpwgkS4DALVmynBcBBBDoKEDgxh2BAAK+C9gARy981zevlwv+ZHyHNuhUY/v27TW/u2dsizxe3dM84NQKt//+t3+Sb5e8K20DLxWdVvL06JkmOPLaGppOSa8/7JZ+2+4x1Vynh02NWMkVDUKnk3yn5pQ8Mf/saLuGff2mhX+IaTpKrULL3f2MnPrqQjNtpm7O9emcFzAVgTFUaegxOjWlVszZdex61rwiudUrwoZ5eow+gKw5sL9DxYHzAbRWceimD6Ltmm+xhn/dhuRABHwSIHBLDLStxNWz6TpqWiGbyPW69P1HgxFdW81rs9MX2spcnRY31k3f1/T8dov2RREN9rQ6asyYsSmt1Iq1f8ncTyukrywdF/OUml2pGktku82agjUHzJdGdNPpmW0AqPer133VlXUICdwSOVqcC4HsFCBwy85xp9cIJFKAwC2RmpwLAQQQCC9A4MbdgQACvgvYKQr1wtdPGCt//rVpHdpg10X5/LE35driVvnOL86Q677x11L73n45svd1uXf0MTN1pE4hadYgC7MemwZuOZIjZ/3TOBPQxTOVpDZw3rKPZWRxrtxxfb9umy14sk4+X9hDvl3eP+I5tIIv/1+nm3ab7VS9tBVeKKe+sqjb19YDexx520ytqeve6WYDOK2g07XcYjWyD6BtpYh7zZtYKkg0eB1QeFbYB+RxdZSDEUiQAIFbYiDttIxaCWu3cJVD3bmifm64K+b0PUanM9RpC20FXEHvAvO7rm5a9WTb7hW4Od8DnZW/Xb1Otu9vK9z9MtSpIxubmkwAbMfXeV9GWhNV72k9burUW8y9F2kjcMv2O5v+IxC/AIFb/IacAYFsFyBwy/Y7gP4jgIBfAgRufklzHQQQCAk4A7dJY4vlL8vv7qBjKxUmvbfATBn57L8dkg/7jhJpa5VzTu6Tbyz8vzFpOgO3lotvklNj743pOK+dnttULzot5NLZhWYttu5ueo4393w6rWS0raCyTHJO15sqvvbcPpL72+el8YafS87pE5JTf6RbU2PmvlMhPQ+80mGtO10vTtdy080GcdHapq9rJaJuuraNcxpQ/V0sU4jpA/Bwa/u4r6+VBwMGFEpXqlJi6QP7IBBNgMAtmlBsr9tqoLq6j820jomugnW+H9kW6XuMfT/asWO7qVrqTtim59AwpvJnz5n/eoVBzio4v8Ki2OQzay8bXPpl6KzM1s8tvU9ivTd1amUNdbWaMdLUoRrqnTrdKn9y2eVyZkFeZg0IrUUAgbT+u34qAAAgAElEQVQRIHBLm6GgIQhkrACBW8YOHQ1HAIEMEyBwy7ABo7kIBEFAA7eLcv5L9h85KSUlJfIX3/xsqi7tn61EGPnvt5qpD3/xjz+Q3+ZeJtLeKhe37JYJ3/mnmBhs4Nb3UJW0n1kkrYP+WC0W09Gf7XSyqU2mLvyDfHl4niy6fUAXj+64u10H7payPvIXYwsirgWXXzXHTJt5asw90j7gS6HKNF13rWfNq9I6tNScXKed1Aq1WLZe1cvN+nfOSjZ7Pj3eTjUZy7n0IeL69T8z08O9vOFF0aklNRDTB9LR1uCxU3XpdWJ5sGqngysvvyWWprEPAgkTIHBLDKUN3PRs+fn5JqhP5Kahf9WmjaLrrOmm70Nalaabvi81NDSGXuvudTVcqampMcGd16bhjV4r3OvdvW42Hed34Ga/+KH3y3cXfk+O1dXJ4CGDzedZLJv9HLxtxsyw02baUO/hxY8QuMWCyj4IIOApQODGjYEAAvEKELjFK8jxCCCAQGwCBG4Op4p1lVJUNEiumfjZelLvvf+BLH5khZyorw/tWXTuQHlowX3Sv19sD7hjGwr2QiB7BDRwu/jkNvmv+n6dAjdbJXB3aX8ZdnxzKHDbcuyLMvhzufKl3h/LVXOfignLBm4F+bkx7R9uJxuS/euyQXGdRw+24Z3+POXK3hGnp9TpH3NO1kpL8eQOU0HqVJMamtkt3Npu+rpOGanVa3ZqSg3xWgdd1mHdO93njPoj0uuNv5eWkslh18Rzd969rpEN2ewDyEhBmlYG/GRthTlltKoTZzinD0QjVbnpvseO1ZnAjw2BRAgQuCVCUaQr611154o2YLPvJ/Z9yJ5r+PARCQ/53O3UzzbdIlU7dadv2XSM1/qgyey/Bm4almnlY3cqqPVz8MlVK8OuR+gMfr89/0EZXBT/vyOS6cG5EUAgfQUI3NJ3bGgZApkiQOCWKSNFOxFAINMFUhK4abD10ccfyz1zPv128+Or1sjb7+yTvn36yKIH5sl5Q4f46vra5q2y7tnnzTWnT7upU+C2/MkKufeumb63y1cELoaAjwI/WPyw/FneXhO4FQ06R/6f2T8MXd0+bFs28i0p6NFiArf3XnxQlh8YJoML82V0YYNcNXtFTK3tauCmYdjBQy0ysrjjlJE6DeQvdjbKM4vOiem60Xb6P5WfyC+rG+WCotyYppbU89m11zRcy9v6YOgSGqS5AzTn9fO2PiA93t9hpqLUte4KKq+W06Nvl5ZhUzs106v6LVpfdBq3ffv2iq7ZNnjIEPPQ0v3g23kODcR027Vrp+zds0f0z1OmXG/WWAq32XtCQ7QBhYUSqcpNK1B0SrBYquai9Y3XEVABArf47wMNvzZseEkGDx6c1DBKwxO7fqRdM65o8GCzzpZW4paWjou/MxHOoO8/uk25/sakXifIJ7efH/pZokFYd0KwrvjYivpoa7BFOqcGrUVFRWbcNYDTzVbIaeXlju1bzTSqt838GxlxySVdaR77IoAAAiEBAjduBgQQiFeAwC1eQY5HAAEEYhPwPXD75PgJeXjpYybYGj1imOze+65srNpiwrff7T8Y+jk/z/81DsJVuBG4xXYzsRcC4QR0/S190GofQOkDrm8OPSj/1XOU1P3vCblz0eOhQ224snLCMZFefaR5wg/l9z9fII9X9zT7TBvdUy699dGYsLsauG3Y3iA/3nC8wzptWt22eO3/ysji3Link3Q2+t/3NsuStcdM4KbBWyxb73/8ilnPLXd3hWjwlnPqhJlasq3PuXLqK4s6nUKr4PI2zTVrvulxuu5bz5pXwk4bqeu79fj9dmn62rpYmmP20fFqbGrsNJWWrRoYMWJkp7HVX2i1iW5NTU2hB5VeF9WHly+99KLUHNgvZWWTzBSWkarcdAo5fWCr08rFOiVYzJ1lx6wUIHCLf9g1/NLpHqNNNRvvlZzBh/25uORCU00brZI23mun4/FavSx5fWKecjhd+mDX3tMQbMzlYyN+ISPeNicicNOgtba21oTJ9t8wer/VHjok1dU7zRdFDuzfL5deNkYmT54cb5M5HgEEslSAwC1LB55uI5BAAQK3BGJyKgQQQCCCQEoCt2UrnpaZ08tNxZiGXLrpn3X6Rv3z/Hl3pmS6xlimlGQ6Sf4+IdA1AfvwafbsuWK/Qa4PuO4teVd+12e8HHjvSIfATb8Nvvlffy5LZ3w1VIX13is/lCe2HDEXnnv1F+X8sntCjTha1yrL138it0zsIyNLOlamxRK4OavafvzScdmwo8GsrTbygl5ysqld3tzXJBq6LZ1d2On8XZPovLdWur25p1n+bGSe3HF9Xzn4QUvEa2jgZqaGPFUfCsVMSHbkrQ5rsumVNFjr9cYSzyY2lm/yfABrj2n45hvxdk30YbeOt4ZkdrMP3fXPWr0wYuRIaWxoCD2o9LqonkcD2zFjrzCVbUsWPyz6AN2rys05xaXzfou7M5wgqwUI3OIffv27v33bNhk7dmxSq7+c01bqullaPTty1Cg59MGh0OdP/L3JjDPY9/NIUw6na09s4KbtS2ZI6/Xvk+6Y2GpKDdns55x+Bq1e/ekUo1qpt3Xr6zJo0LnyjW/8VXcuwTEIIICAELhxEyCAQLwCBG7xCnI8AgggEJuA74FbU3OzmUJyUtlVcv4XhnSqdtOpHVO1PppX4OZmdE6HqVV4dZ+cjE2avRDIUoEd27bIjm2/lGm3zpTzzr/AKPzg+wtl7uhP5LetxfL2/sNy5wP/X0jnV69vlMNvvyp/fetMaT57tPl9n4M/l+/+37fMz38z4Qty9pV3hvZ/cdspeXFbs/TOy5GnHugT+v3j6xvl0i/1lCv/JFdycsLj/3hDk+zYfVruuC5fXtx+Snrni/z+SJucN/D/Z+9KwKOqzvaXPZOEJUEhJKBCgoosFkr4XRqgKuBWQfE3CG0RcKmCikWrlFirgthWiguI/gpIW4HgilVWRSBWLVEU2WxJQIWwSgISsk/yP+83fOOZmzszd9Zs5zyPjyFz71nec+65k+897/tF0dHjdVReVU/Tfm2jnuc4FHbBLKj7icXlzva+PWyne3Ns9NPzzNvq8s5QqotOosrOl1BJvwe4K23/83dK2LeWDl3xd5eupXzxF4r5oYgqUi+lyJoyStrzJpV3HUZR5Yfo6KWzTYcR9/1WOvPj+2n/desCHua6Ne/Rf/+zi7IH/Zz6/uSnXN+CF+fS8ROlVFVZyf/GmjhxvJTWrVlJUx982LTN2X96nKqqKun3f3CQh1hP336zh345zmFJrJb//mcnvZ73Kv/qxpyxdO552ror4IlUKsCcQjWYPfiyYFbb5Ouqryeqp3qK9LSRNPlRNG4HsXYOHzpo+twGs2eyB2CNYq+YeMdk6tSpczCbaDZ14d3Q9j9/4/fo0UusqcKbyuDwHaHHeT3phxPHKS4uPmTrBu+SV/+2wPl+8Xf8su7wnnp3xRv01dYt/H5D3RjH/+b8ktaufo+OHA79M+DvGPR9GgGNQNNHoJ6I6uvqKTLSwx82TX8YuocaAY1AIyKg/65pRPB100FFIKVdYlDr05VpBIKNQNgJNwwASrYZf3qWTpaV0dCfD2J1m1hN9jr/PP53YxQrhJtRhVdXh6++umgENALuEFi3bg2tW7uahg67kpLbJ7NS6XcP3Ef3DKihmoxraH7eWvrzX+Y4b3/tlbl0/Nsv6bZHXnb+LurwF5Q7ZxFV2KNo9v2/JnunfrTnQA11SomiW2ceo25pUbR9Tw3de1M76pYeRUnxkXTrrO9pcL9YmjQqieLjzC0bb374KEHhhtItLZr2Hqill6edQffMKaHy07+/fEA83ZvTLmQTjPah0psyp4QS4iMJf0L//pZ2DfLIoQNJr17K/aj66T1Uc74jBxuwsb0/mcrG/suljwkrbqSa8/6Xr4ssO0jRe1dRdZ8JHsfhri5/Br9j+zZavHgh3zpt2sOsUlu+fCmvA6wH+T3sKJ+e8xRfA9stY8FaueM3k1jlgJKfv5HWrV1Dv7lzEqvk1LI8bwnnhEOBCm7o0OH+dL3Z3wNLTVu8zRTPQAaHuejePYN+c+fkQKppdvfW1NZSVVUtJSXGN7u+N5UOvzB/LufiuilnTEi7VFpSQrNmPc5tgBx+7PEnQtpeU648dttCiil6jyJOHaKa7ldT1cXTm3J3XfqGvUa+M+C9oX5HCOYg8F568YV5Adcv9WC9wb50z54i+tnPBtFHH21yvr8+/HA9fbh+HT32+KxgDkHXpRHQCLQiBOx2O52qqKG2Sfr7SCuadj1UjUBQEYBzR02NnRITwp/CJ6gD0ZW1egT04ZNWvwSaPACNQrg1VVT8Idya6lh0vzQCTQUB1UYQpMmIkdcT8mzBGrK+/bk0L28NPTX7aWd3X/jzdOoSc4yuve8Fen9zBb2TX07Tx7en/PnjqEfiD9Rv3GyqS+5B98w+xkQVCKu8mR1pxsLjdKqinok4WEvCBvKCbtH06K3tyBbfkHCTHGp9MmK5niOldrqoVxznaRNryQXTz6SkhAhKjI8MOZzIH9c9LZqmzXcQRiOyE+i2kW1d2o1/dxwhL1vV0HlkT+3Hn0Ud+oLi1k2iiuvfoNhPZpC9yyCydx1EtrdGuc3V5m4wyPVmWzbc5/vc1Vew+d9sr5U18H/os4LN1LlzGtvJPTHzMQ6GI88ailm+N6nTmF8HZBLWz7DhV7rYVeJ61AtCV7WpNOYPDPlENoEGYKUHu04z201/uyfWa7hffV79ra853actJQOfLTOL2cBrNa8B6x/2sjk5N4c091eo+h+sesVuGPVFHv6CYBWMPT6ipNBhTdyEC94dKSkduIewZQzVniP7WqD1i52xaiMp8ErdO3d+TQsXvBCysTTh6dRd0whoBIKEgLaUDBKQuhqNQCtGQFtKtuLJ10PXCGgEwopAoxFuW7fvollPPecy2Gn3300X9u4ZVgDUxswIt435n9A553TlfHMoas65Ruuoblgj0IwQUAk3KBxycsZwAG3WrwfSsYhO9NTif9L9t+VQ6vkX86heeOK31KNTPF0+8QlasraMlqwp45xq05Lu4c8rr13MhNi6gkpWoeGz+0a3o2nPl9C2omoXZZi9rq4B4QYiDtcxwZUeTbPuSmFiD23lTmhP3dPM1XDhglzGAZIPRKJaonflUdThLVR9aa5LDjbkdgMBB/INBYRb1L5NHGD1tdjevIHq2nQme/erqTbjGl9vb3D9ooUv08GDB1h59vvpf2CVy4q33+TrQL6hgEADQaTme8PvJRiKvDiqmm3ZsiV0oLiY8HsUBGd37NhO27dvIwQ8S0qO0YoVb9Ndkya7JecCHlgTrgAkZbDzHqnPMYhSEKatpWjCLfCZDifhJnkfAyVRAh9149YQ+/EMVjdXXZLrPIARtec9ii5a6fVQBd4fMVsX8LsGB1waq8g7QN4dwe4H3h15eUuDQoLJwREo3PAeWrbsVSotLXXWfeDgYfrrU7P4M8lnG+zx6Po0AhqBlo2AJtxa9vzq0WkEwoGAJtzCgbJuQyOgEdAIEDUK4QayzZirTWwmbxhxNV01dEhY52bVug3cHyltkpIo98F7mGQzEoP9+vaieyfdSsjfpotGQCPgHQGQI1A3SYHqAAGuOQ+MY5IIQapJOcOp5/F3qT6C6HfvR9OQ3ql0+a+mOQk3kE+v313M1+dMP8Kqtik57dhSsnuXaFagQbH2weZyVqihgER7Ou8EvTazg4vCbc6yE/RBQQUTc9cNSqSLezetZxnjOFJip5dW/MCEmxV1HQg3lPrEVKrNvIYDpVAwVA6b532CDFcgSIuAbH1MG6oc9boLsedzZUSscFu7ZjX16tWbxk9omHcNdaoEGkgzkHIoz8+ba6rUkiCsBC5B2EH5lpycTNNzH+Gf8TuQTlC4gawTcs6fMTS3e/BMoQRCOIAUH/DTLKdCCCQGLD/xLLe2gLEm3AJ/AsJJuMme4+/6j9vwEO+l1VmO56i5lvi1k5gswzhsy4ZRzYUTKWbrQla5VQ+4l2p7OmyJzUpswdMU/bXjezEU1XVJqVSfFP5ceDioAeVyqPYcrJXt27YF5f3geOdkUH7+Ju6vLcHGh0DkIElFZQ09PP0BumX8ROrdu09zXVa63xoBjUAjIqAJt0YEXzetEWghCGjCrYVMpB6GRkAj0OQRCDvhVllVRc/Me5muHHZZAzUbyK3Va9drQqvJLxvdQY2AdQREbSB32GIjqaK6jv6a6wgGghyAveSJnR/wJX/f150m3ZhN3S4exaq1ouJaVrKBfCorr6eJM4/ydbB7BOHmroCUAzn3wNg2NLj/jwlVUSesG412jdZHFJ4rr516iKaPT7ZECEL5FvvZM1Q15EnGFHaS3gKq7kYBlVzkkS0UvTOParLuNVW5RRe9R1RziuwZV3kl5EB+rXj7LQ46ujvVj6DksqVLaODAgbRp00anms1ms9Gdd5nnC1NVcVhDsJIcNGiw814hnbKzB3EANFQKifCsBuutSIAad/hLOGA+oNJQVXLAE2Q5AtTZg4Yw1q2laMIt8JnG+rluxPVNft3AshfWvf4eWAgcqeDVgHHYzxpENX0nEsg3WEkS1TNxVpfSg6ovyXXbGF9fdpDzv6HgnpqeOVTfvofTzjh4PfVck9FWOFjtYq/My1sCSNy+Z3xpC991SktLXNTc6v0g3Ba8PJ/OPffcBmpuX9rR12oENAKtFwFNuLXeudcj1wgECwFNuAULSV2PRkAjoBHwjEDYCbcTP5yk2c++SBPHjXbaNEoXoXKDZePUe+6gdm3b6LnTCGgEWgAC85+bTUXf7OOR2KLsVGF3kGQPTJ/NCrQ23z1MF6ccof+WtaXdZY7nHoq3bgOvYsIN5NiK/HKadadD9YQcZ/gZedq8lUlPHaXe3WLozlHtnZf6QmR5qz+Un2PsHVOi2C7TW4FiIfJYIdV1yGQCDP/G/wMpULpFnDpI9cnnUs35N7moG5DnDW2A4IN9ZTCKqFKgUoMNF/4/9f7fubUuhCqutKSEckaPMVVACNEL+8MZjz/GOd+CSRIhZw+UeyD6VLvLYGARSB1qrjV/SUZYfoKklDx7ohhEfXnLllBamiMXX2sprZ1wAzGBNRCIKidUpEmw16Cq8K0YvSbY1Qe1PpCDUd9tYlLNaPtozMeJfG5QPtdiL49rQ1GHtnhUQEM1XX3JdCbccJ+U2oyrPRJ1QR3g6cpCtXbknRMs+13ZN9Fts8MOmnALxerQdWoEWhcCmnBrXfOtR6sRCAUCmnALBaq6To2ARkAj0BCBsBNuWuGml6FGoHUhMP/pWVS07zAP+n/S6+jfxZH887g7/8zkWXanpTSgw1Eq3Pc97T6ZwJ/defsEyjivLxNuINaQxw1qL1gtrth0ihbmnmkJxMUrT9BrH1RwXrZZk5JpyeoyJu+endqh0XO1eRsAcsrB+hJKvsYoCObGrZlEETVl3DzsPPn/3a+m2I9nUn1MEtkRfA2S7RoIrKVLXqWMzB70zoq3PFpQoh8IloJcgnIO9ofGACeCn1BqwWIS5FxFeblbS0t/8BViy5NVpj/1BnqPSrj5a8MG9SDUhbDjhBUnCBco3oCx4G5UHuLa9PT0FpnbrTURbngOi/cXE0UQKxzxbxDWsMpzZwlrZc1aIU2g0oUyt7EKSKr4N24k+1nZbKsLwi3QgwvBGgtUzLCDrBo+lyJLdhPVlFHMrjyiqpO8R0u+zsjDX1B9SiZFHvqCYI0pY8B+HrP1ZaoeMIV4b9/wkNscn1C2QSUNK0ns+6KgxligdKu4/o1gDctSPVbWjqWKiHgvg0UllM8VlZVUVLibRo8eG5ScasgH99lnBY7vMCbKbE24WZ0lfZ1GQCPgDgFNuOm1oRHQCASKgCbcAkVQ368R0AhoBKwhEHbCDd1CzrR16zfSI9N+61SyNWYON2tQ6as0AhoBfxBQCberftKJVn15mHok11ObgTOZSBuQnEfnZ57JuaEQ4EWBagl5vGAfeXmWjbYVVrPSDWXPgVqadZdD7eat7NxbTvPeOEXfHrRzLjTYTHZMjrJM2HmrP5Sf7zlQQ/fMPsaE28srfqDLshIs2UsGs09R+zaxrRgCu6q1GH4HpQSCu5XXLg5mkxwQnf/8c0ykZQ38H7d1w3oSCjMo1/I3bWBizV0Ri0So3aDaCkZB+yAGUfy1bgxGP4x1COGGcfqj6pOANPIMgWRDQV0gXjBOBJVXrHibgCUKK+Hi4jgvI9pDPiSUuyZNDhrWocDJlzpbE+GG+cVcosACcsf2bc48iJhff1Vu7kgTkFxR3+UTVZ9kW1zkFQPpBmvbiOO7eZ/xVrAfBSO/GKxyYwqeocpRb1D8G6M455mnPGfe+hXMz2HxyGTaaQWz1A0VGg5AQG0cAQw/nsn4gYSD+s1sfxZCDZ8ZlXGoF9jHrZvkJOvkemkThFsw8LaKT+70aTRo8GCvNozY5/PzN3L+NHfFmFMWCuXRo8dY7UpA1wnhdsYZZ4StzYA6rG/WCGgEmhwCmnBrclOiO6QRaHYIaMKt2U2Z7rBGQCPQTBFoFMINWCFf26ynnnOBbdr9dzfI69ZMcdXd1ghoBE4j4I5wO5r2R/p0RxVln72R2kYf5aCuUZED+0fYR366vZKJNhRf8q+VV1ZTeSXRLY+XUEK8Q1l3+4g2dMXA4JAuoZ7km6YfodSUKAL51icj1jLRGOx+xW14kKL25XNeIwR9EaRFMFpVUAS7TW/1ic0hFGaVlZVec/BIDjIzEg+B2gPFxUwYWS1q4BbkVGZmZpMgmKBAA2mSktLBL+tHlVCTPHjABLaZULsJoQfCrby8gtUiUpCjD5+jIN+bJ8LUKs5N4brWRLhBGVpQUMAHHkC+ouBnPG84EIHDEAkJNp/WuqwZrB+j/arsLWgH+wrUV1BrxRY8TdFfL2+gwgIZFP11HtUnprK6VqwTsR8hV1kgBaoue6d+bJkIgsue2j/gOtX+MGGWmGqZrIINJEgzjA1kJIgvFHvXbKpP7OxUFwPD+tg2RDFJjBk+j6guYzzdKZBty4a5zdEphJuo5tAmLCalCCkaCNa+3At7YOwtOIThqYhFpLsDEDg0APJObIvx7sAe5S+J7MsYcC0ItzdeX0Ynfzjh9X3la936eo2ARqB1IKAJt9Yxz3qUGoFQIqAJt1Ciq+vWCGgENAI/ItBohJueBI2ARqB1IPDEHx+kkpNVPNgrszJodUERZZ4RQwV1v6PDJXYamP5vOjN+nwvhBkXbknVlrGwD4VZWWU8zF5VSp5QoVryNGZZkCTwQbhEUQbOXlNFFvePp4r5xrHRrLmXGwlImJTFm2EvCVvPi3nFh7z6UH1C7VV+aywHgupRzqT4plZDLTWzHwt4pIhJCCPZg3nKKLVr4MtkSEmjkyOsbkAWS780Xkgj3oIAoFtUcVF1CKICsQIA33PndxPIRedYOHDjgc2BXtYwEUVJScowVT2qeI1Er4TOo3Wy2eMYCufdQMObeffp4DZA3xprxp83WRLip5AasRUG04bko2lPEKmQUKN98yYcohJsZEQKSS4gkEEvIFwYFFch8kG9GNZXkIoPSC3aJQg7hMEDlsHn+TK/zHpBKkpcShJsnwsqfhlA/lGFow0xZZqxT8smBQMOBB+RPg9WlkVx0KPOedVhJnj4QAew85dj0ND7UB6WcSrgB57qkVAL+bLcZRpWbuiaxHqG8HTp0eANCH3v8jh3b+WCA2b4rhxFA3GFP89dy15+5xz0g3NZ/sJa2fvk5/ebOyUxk66IR0AhoBHxBQBNuvqClr9UIaATMENCEm14XGgGNgEYgPAhowi08OOtWNAKtFgEE521RdqqwR9HwQQNpzabN1K1rGq3a92tWbVUe2UhRJzcyPr+f/gcOQs1ZdoI+2VZF5ZV1nG8NRFvO9CN8DQg45HWzUoRws8XHWLm8yV0DC8z3N1fSiEEJjMmn26oob2ZHVrydqqhn/PwpTy87QYdL7ZQUH0Hd0mLYZrN7F4dlJ/LdWS3x744j+1mDnCoQtp/8aiFFnDpA1UOeDHn+IyHKoEzzpn5QrfKMxBpUWiDIvNmLgUCDqgtrVBRzYr8HzNQArhByZrl8rOJr9ToEoSXALIRZr9592HJTrB+t1mWWow1jVQm3mTMepexBQzj/EYrk9hICFMoR9fdW226q17Umwk1VgmJd4bnBXJfC6nW+g2TGWht98xh+ZqyogzwRbiChQJZRdRnbHzLpNXQeWxqiGEkjkFBRh7awxW1txjVUl9KD1XAoKkHkz1qStpG3DO1Elh0MmMSTfqi2jJ6IMLnekUNzMlFsotPOF/eBiDQechDSEffCgjOqaCVbSnoixVg9d2iL6fhEWefOLlglJo04o984jBHM3Hcq4QaFGvZh7MHJySkuBwrkfeCOSMM+/7PswbxmYUM8/MqrfFJq+rOm1HuEcPtw/TqCKtrKsxNom/p+jYBGoGUhoAm3ljWfejQagcZAQBNujYG6blMjoBFojQiEhXA78cNJenTWX+nAwcNeMU7r3Mklt5vXG/QFGgGNQJNGAAHcHkknaXdZG7bsAwnQ9ZwLaN0319GUnHb0f3nb6CxawmMQBYTkbruod5yTAJow4ygl2iLoyUkpllVqzZ1wUycWar9p80vo3dmpJMo3EJGw2Lx1RFsmJa0UqAoFX1y/p7iGjpTU8a1JCRGcM85qQaAbAVYoSxBQjn/3FrZ4Q0FuIQTEQ1nEQsyKUgFB2kULF7BiKyOzh0sOHSGUKioqWB2hFpAKH+VvpOIDxVS832E7CftIqH9wLf4vRQ2iGkmqUOEAEgSEhjw7UHnAYhMEJD7zNW+dGeGGfHUDBw50BqcR2IaCDtaDI0aMdCpNgAXs2tK7dOE+hYNs9IYrCCOUQOwtWwvhJvn73D1PqsWoqDq9EbrI8Yc1AVWSmcJNJbkwT7Y3b2AVGJRabI1YdojsXQexugu/F60vSkcAACAASURBVKvH6ML3fswrmZjKPweqtlX7IkquqktyKaKeCCRcIMWpxDttm4nxwLrSXeH2C9+jyl8s5nxyKBWj17q9HhaROPwgdUKRDNzcFXwO8k5ISlYx71lJdZ36U+ThLQ7LSjf9k4MWdR0d18rcYO+Pf+NGJtyCmdsT+01paQkrKyWvJMaFNQjiV/K2yfrE3ofDE0YFmbs8goHMqy/3qoSblUMivtStr9UIaARaBwKacGsd86xHqREIJQKacAslurpujYBGQCPwIwJhIdyMgC9YvIzS0lLpqqFDnB9VVlXRM/NepiuHXabzuOkVqhFoQQiohBuCszihfvb5l9MXhy/inGR3z/zcSbg9MH02QdV1z+xjTPyoJNIn26uob2aMZbINELYkwk2IMthKwl4T5aJecWw56U31h3sFy/c3V9D/rThJy2d25DqkXllyUBRaVblJ0BbWbrEbHmJ7NykIllcN+ZPHlYwgb31imt/BbJA6IIjGT5hoWamA67dv2+Yk1kR9A9Ub1GpGggrXb9q4kbKystiiEaQcgqVCIOB+kHGw24ONIlQLy5YuYSs+FJVkAOlXXOzIhRWMIgSJ2o6oQWD5h2fNm2rP2A/k8PJmRYlrQKSgmBF6oiaUseN62E2CkPSlgDDMPq1I8XYf9/vgAVa9jB49xnk58ADm3oghT/W3FsLNkxIN+GBNg+QAsYq1jCKqZDP81PVpfBbwbyGhQM6IxSIINcl1BiIflpMoQlCJugoEf9ThLc7ckvh3beY1fudck74Iaacq0tB+oBaKDtvHZ6j2ghw+nMC2jKPXmCrBQFw51G1JfJgB+2xE9cmgHmDAQQkQZzgYAVIzetdyIqp3kJ2woxw6z+2+LPn1ZM7lcIX6+0DVhup6kv1GDuxg/4SVL4r8Tg4/YH1ibRoJLcn56Wm9ettjAv0chFtdfR0tX/p3rkqUwYHWq+/XCGgEWg8CmnBrPXOtR6oRCBUCmnALFbK6Xo2ARkAj4IpA2Ak3qN1mP/siTRw3ms7u2sWlN1u376LVa9fTvZNupfi48Ocp0otDI6ARCD4CTLgl19Pu0ggmH6DAOUrZVFp5JhNuS9aW0bsbDlIUVVL/vmcxMQRSaGGudaWVu163JMINY7x26iHO5wa7zScnJTMxBuXfFQMb5rUDkQbycs/+Wnonv5ytOVFgTXmqvI5yJyQ7YYNiDriD1BwxKJEtLK0Uh6IBAfEIVrYhaF4zYApFHtlC0TuXc0DZXcH1yAGHe6yoIdiqLCaJA8KBlO3btzFZBvVDTs4YqqiscJJnWKucf6x3Hw7YoixbtoTt9KDWkntBYsnvpC+i+kKeOKg4pSC3HBQ+uBcFxJyvqjN34xWCBJ8LuWVmv2ZFAaiOAz97UqdB8fbOircYK6MiEPdKvzBOkC6iAjRTOKljw7V5eUto/GliDoShu/x8aAMEGz4H3uhTeno6B+Ilh5O0jQC8t7Y9ranWQrhJjqvpuY94fMTwTIC0Bq6erPFUG1fVklQqF5JLJWckR5sQbNG78vjy2M+eYXIIucVUogqkEYipuqTOTEp5I/ndDcysL2gb1ozRO/M4b1ptzxy+XdRgIKWsFtXCUfY+uR8qMVhjIk8bxsj56w5toarh8yzlerPaB+N1bOd5WnGHz2DtKWRnxQ1vuq1WcrzhgvrEVKqPbcPWnyBHqwfcy3MVqNpQbVyUzLCqRY42lXCT67BnY48VAg57E0g2yTfojUz2F0Nf7hPC7V/5HzYZBbAv/dfXtl4E8GzhfepL7s7Wi1ZoR64Jt9Diq2vXCLQGBDTh1hpmWY9RI6ARaAoINCnC7dt9+wnqt6n33EHt2rZpCvjoPmgENAIBIgASI7NTIhUePkVQsIHYgYLtoj5xNGZYEtcOEuiDAodiAp9DuXXbyLYBttyyFG4AA4RbYnwkY3ff6HaMz7TnSzinHbDcVlRN3dOj+RpYUM5YdJyvAfEGZRzsJ4H9mOFJpqSaGRnnbRJE1QBFGywkYWPmDCgPedLF1gyBWqgpELxWg7ZW1CMIDqOAcMP1/hYEYVe8/ZbTWhLEmyjekJsMSiwUkFTpXdLp+XlzWbkmOeLkGqNyDOTCihVvU0KCjerr65m0g+UiSAlRXUifJQjs7xjkPpVwExIPeYrQN7aUfH4uE1C+tCfEIYhCd0XadWeLhjGDLAOGsPCUPHfuSC8E8mAZh76CPENQLzmlA0HZIsRoRuaPqkC0v2jRAsYWv8e/gfFdkyYzuScEI4ghEJwoQsL5g3ljEW6ydvzpsz/3qOSyp/uBty3BxkpO9dkw3qPib0a4yR6gEm4guUDYGPcEWCaC2DfaFYKIR4ks+S/FFDzrkeT3NCa2cNyZZ2rbiHxuKpknpKCVfUvajNvwIP8ohCCIQibZvst32vDic1hXRh7bHXKyDW2hD4If/g2SE8o75IGrzpriFi5Rx4Gsw3yAKETONuz7IEPj/zmOanrmOAlKf9aieo8Q/PI77G/yXON3ONCAfRv/n3r/7+jtt99yfg6SDkoyq2RyoH31dL8Qbp8XfOpXfs1Q9k3XrRHwhIB8lzAqROVdIDlkNYqhR0ATbqHHWLegEWjpCGjCraXPsB6fRkAj0FQQCDvhJtaRffv0crGUBCBQuC1+dbnO4dZUVofuh0YgQATExmlgZjJtLiylffG/Z7II5BoIoIt7uypZQR6BNDL7zJ+utDSFmxk+IMn2FtfSddkJ9HTeCcYU+EE5+PbGcuqbEUOnKuvpSKmd7SNR3NlGQln40oqTlHfabtIfzOUeBHPr45JY8SZ2cQhcI6CL4CwCtY6A8yaqybrXo12aWFeKwgVqCnf5iVhJ8t0mr6o5IchAGIhaDesVJ7mF9JFT3SqxpNqbCQknYxYyTiV3hHRA4LeoqIgJJJvNFpT8ZirhJiQTCG5RHaH/6C/IP08EmjrPqkLO3fyDCEIQfMCAhnmS5B5RC+JaEJAIiLtT2kH1CuWKuyJBc/lcFHNp6elMlqKIZSSIPuSbw5zNePwxtgKF/aWQkMa8TlbWeGMQbsBPSMRwBTOtzL2KlzeCTuYJz5UZ4Wb2rIK0iTxW2MDOEIQViB13ZJCQQKo9pbe5lXyT2I+gzgLhVNO3oe2pap2La388ZDCI6HTOSnv3q1npZdyXuI2qMor7eAbZU/s765e9EHsjlGX2roMpat9Giv56uVfCy9u4rH6uHnrAPVClxa2bxGo1T/nfcC3njEMeuqwpBJKUibqMq5lkY3Kxpsxl77faJ3fXqeStqNjkWjkcUVhYyHudui/KurNilRtoH73dL4TboeJ9nF8zENWtt7b05xqBYCLgzI84/Ern4SOxDMahFzyDKHjfg/DOGjCQD8PoEnwENOEWfEx1jRqB1oaAJtxa24zr8WoENAKNhUDYCTcMFMTa3BcWUe6D9zhtJWE1+eisv9LQywY3IOIaCxzdrkaguSMQboWEES8JfP3iwi60YlcU7Y8cS+WVdXyZMUcbfgdVFoiiKaPbueRv83ceWhrhBqXaV4U1Lrns1BxsYjc5dngS7T1QwwSb2HYuWVPGdpRQEIqy0Iir1OUtJ5yV+RAVCALKVcPnsrKNSbjEVIo4dYirQGBX8hO5s4JDIB35jETZgkB1ZNlBzm1kVhA4R44kb+oTUWGhDqNSS05zS/2qbR6CTPOff45Gjx7bIKAEYmHN6lUNcvOozyGIKhB6geQUk34ZCTeojkByqIQflB24zpNFpIqjr6SLu7WgkmiiSHGXTw5tQgkHUg7k0ogR13O1+B3IMuCKObDF2/j3CFbLSXuQihXl5ZQ18H/4M2lXLOUktxM+MxJ3VtYxrgk34abmPvPFDtTqeNxdh6AqchkKlt7qM65lzBNUb2LHCutWIUfM5l61WfTWlpBDnqwKQQKp1o+e6hQVLoglEEWwcfS0Z6DuutT+vGc588zFJDHpFFW0kq0nQcYZbXShzIVqDZaVkusM/ZLxqL/D77EfOpRjgVnnesMTnwu5GfPZ06x0C1beNXXvt2IXbKWvYisp+zX2UFEOG1U3ctAH12IfgGK2oGAzpaWlWT54YKVPvl4jhNuJ0u8b7NO+1qWv1wiEEwH1AA2eNxQ5tITvN3hv9Onblx0B8Pz5+64N55iaa1uacGuuM6f7rRFoOghowq3pzIXuiUZAI9CyEWgUwg2QCsF24OBhJ8LT7r+bLuzds2UjrkenEQgTAvgDGSdMe/fuy3mOGqMIIRCf9Av6sqwXjchOoBX55ZQQH0nLg6Ci8jamlka4uRsvSEqo0567vwMtWV3GGKNMyWnH+d0klxusJ70V5ITLSI+my7ISGigQvd2rfo5gLogyWLHVZl7jULYlprIigvMuEXGAO+rwlgZ5mdR6xPZMlC0IVMM6rvLaVxoEpSUPE+43BrLN+g5yCsEhI8kAEgfBpMrKSiZ9jDmtEGBCQcDX1yLPBJQYo28e46zDV7ID7RoJt6I9hdxvtb8SFENbaNNbCRbhBtIIQXLJWQflGYoZgQQbzOTkFLaUNCqhhBgVAg0Ktc6d0xqQmjIutFtUuJttLDE/IDaBwWefFVBxcbFfRGe4CTcz5aK3eQv0cyH5fLHelH4K4SHPk9oXfIb5FVIbxA72AuT6AnFVH5vkd94145ihrILKrPqSXFM4RAWHvQHXgWRDAVFmPyvb7X24RrW/lH5XX5rL96Le2H/N4P+j7qg92Os6s9qLrSOTe/AhAJBPQqTh39F7VlItlHFhINc8rQ859ABL4GAUdR82knhQB/L+7MGy0qwPKuGGNfXZZw6r2E0bN5o+06LIUetyZ4EbjDFbqUMIt0RbHKF/IKErKxx5EI2F1dbbHDnpdNEIhAoBK99l5N2A70l4r8o7AodbUNK7dOHncNDgwfyuzR40hHO84jmFxbY/35NCNd6WUK8m3FrCLOoxaAQaFwFNuDUu/rp1jYBGoPUg0GiEW+uBWI9UIxB+BFT1DlpvLOsiI+EGAgi2h30yYll5FerSWgg3FUeQaw/NK6GL+8S7VbJ5wv2lt39gwg5KOKgQAy1OG8nEVKr8xWIOUNvedOQHq7jhTbf53qRdKESgKqlL7ecMbsetmUT2swY1CJCL+g1BfBSo5mK2LuBrxdZSHY/kBnKnIkKgCc9SMC391GcTRDisHkFIoC1fA8IgBqEiQkAL9+7Yvq2BikOeQTNLP7O5BWniKS+XL+tBVfaJatA4RgToEMRDnjkE6cwwMBI5VlRfCNAnt092qrUkaGjlXuMYw024YV3mb9pAFRWVHMQ0Wpf6MgdWr5V14uu7QixMoTLEPCKPVkZmD7LFx3MePqiLcI3Mq9gxgowC0ePOxtFqv9XrYG0Y8/VytzkeJT+c5BuDlWNt10GcM86bjaJqWYmDBDUXTmiQo4xzvZ06yGo2KfUxSZwXDgcQ0G5rKKIe5D146DwXe1DbsuGMha9qOiHc1H3M0/6MPUP9PCMjg4ZfeVWjBv9Vwk0OIGCPNHvmxELTFwK8NawtPcbgIoDnCsQu8p+6I8bUdwOeKyjpYcNdXl5BI0aMZGUb7JtBruHgzIiR17OCE8WX/LHBHVnLrU0Tbi13bvXINALhQkATbuFCWrejEdAItHYENOHW2leAHn+LREBVSGCAUHk0xinTov98RfP/byGJwg25wVZsKqduaTEBqaesTlprJNyADUg3lMT4SKtQOa+DrSSsPUGMikLO50qUGyT/kRrQhroDFmxCgknOn2pYTH6Xz7mMhCyDPZkxaCt1Sr4mBPFhU4nfQ2GCEvvxTA6II8hu75rtVkWDoKw/eb0CwQSECpRfKCDdhKgAsTd+wq2Wq1aD0LBLg/0i1BL97JvZglMUK95ybakNqjngLHfEwoWiMsOlCMgJ5rCgQi62kSOvp0ULF1D2oMENlHgyTthUgcwBieNP8ZdMDDfhJsoBW0ICrxNfSTB/sJHAKwL8vhTBFO8cqEGxfo0ENerO6J7JimuxY5Q2YAFpljfNlz7ItWZ53EDw2DOuYkWV5IHD9f60C/Jfipm1parskutA6rmzv/VnjM3pHhysqOmZ4yQmZX5AQiJvJ/ZsWA3Lnu1pbGaEm6froRAr3r+f99amYm+nEm6qbbEZqQZCDmScJix8X/E4iALlIMif1pBHDO8IPB9YR758z8f6AlGG/6u22Sri+H6EPV6IYTmkJNeIulmeTzlEJApTqwd9fJ/l1nuHJtxa79zrkWsEgoWAJtyChaSuRyOgEdAIeEZAE256hWgEWiACQrhJ/iJ/VB3BgGXv5lU0L28Ntel6G31b1pEW5gaumPKlX62VcPMFI3fXzll2gvYW19KzUzsEXB3s2DzZlTlsIp8himvD1mtOi7Wqk1R7QY5pQJ6t2lJ6sMpNVBMg8EDCQUER/8YoJvVgRRl9WvXS2NZtKpDyjIKcAOGU0T2Dg8O+kOOSny05JcVJ4OH+lNcuZzJT8idZzeMm6rtQ7ReiZsOYEciD6gSB8an3/85joFCw8lUBaFy4K95+k4qKijgw6UsJN+EGxePPsh3EI34O1XyoGICUhUrNF8IX9wPTAwcOsB2ou6Ct2o6QVmwve8nDLuonX+bE3bUgeWBhCxJPCB5cC1KHSfiMqymyZDcr2nzdD3if2rqAiSIzwg17F3JISnv4f13Kuabq2mCMtanXYbT4xOGJ6ML3eH6AoxQrajeVdPdljarqysbGSyXcQKpj70PeSuPz7Sm/aGOPoTm0r9qJCuHT2PmMjbjhXYhiNV+mJ9xlvJIrVf0OAdV4r159TIlHycGJwy94F0Ntbyzy7oVyGVbVQtLZbPFksyU436X4/eyn/uw8cIH3AojPlJQOlvPHNoe1ZewjvseA8Ayn9asm3JrjStF91gg0LQQ04da05kP3RiOgEWi5CGjCreXOrR5ZK0YAwSnJ5eRPbqhgQff+m6/Q6n99SePu/DNZyR8WrHadgbzKaoqgCLLFxwS76hZfH5RuE2ceZZUc7CUvH2ijvcU1dNvINn4p57wBJuoQIcgQkBcLSrN7EbyNOrSFqkC4vTWKA+lq7ibYu+Fz2FYiCG9P7e8xR5O3/gX7czWoioBrepd0gqrBmE/OU7tCduAU/9o1q1lZBDJJSA0JZAvRBaUUiJH09HRTgkuCa+5IPxAOyH1l7+pfTkixdVTHZIWkwfXY0wYMGBiQGlEsOEFkQfViNdjpjXALpvWokfTEmkAwD6o+tIMAKvrfPSMzICyM68rf3H2ytlCfqB3crVkhpDiXWUySz4SXlWdQbGWhKoPyFapXLhERTOYjb6SvRJvaLhSzyDsJBa5ZsS0bRhSbxPtOay+8R3+3yUn88yGJTv2o5icTKf6f41j9xnaep20n8TNVl5kq3oRw82V/BP54fsJly+ptvlXCTfaMZUuXNLDwdVpxx9v4s9Gjx3irWn+uICAEFNRe2E9BKIGMCoc1r5WJQJ+g7MYagCWj1feQWrcoinGvMV8h3hUYe7zNxu8L+V4gz5AoprHn47AO7H/Vgyioe+261ZSTM4ZJM9ShPnfuyEvj79GeuxyLVnBqDtd4syUPxRg04RYKVHWdGoHWhYAm3FrXfOvRagQ0Ao2HgCbcGg973bJGIGQIqIoWfwOpwegcCLftWz6my2+Zqwm3YAAa5jpmLCxlsu2T7VV0pNTOrY/ITqDEhEg6UmIPCfkGdVrchw8xgeZNFQfFCpQrUMchT5K74lDQPUsVo9eYXgIlDILxvhJJUGmgn/4G8GfOeJQVDkJUiJWgVQUH1E8gjnr37kvz588lnOaffMOlFLduEo9TyAUJ4ILYw3Xugtae8nhJXiZVOefPcsSYURD8FAvMcFp6qsFYEItWijfCDXssyp13TbZSncdrhBRUg6Lx8fGUnt6FKirKGTMUYIa5N1MlSANWT98joIrAoVXyUx0AVDqwHENA2xMxgPUTVbSKSTAriiZ/gcSzjn0BbQjBUx/XhhVVIPFDTYTBMhOltdpIqvMmhygwF7J/GHPl4XCA7LtCjpqtDyELwqH29HftebtPJdzkWrPvZ6qiFz8HY1/x1rdwfY79VwigULUpbYy+eQzhnYp3bFOxNpT9Usbur92pWJLiPYHxQoGGcaoFpBuUazt2bOe9HfleUcTCVNYe5gOf4RrUUXLse37PiGrL3zXob17QUK2LUNQruRbDuS9pwi0UM6nr1Ai0LgQ04da65luPViOgEWg8BDTh1njY65Y1AiFDAH8EHt/7BU0eOYBe+uQkt2M1iB/MTr3/6mwq+u9OuuRX8zXhFkxgw1QXcsFB4Ya8e9sKq5h8W5Ff7mx9zPAkGjMsKUy9cW1GArggu+qSM90qTnCXKGuQ0w0EmeSOkxolr5Qv6hcJJttT+7FCw58iwUCxOPQlj5aoxSRvC8g35E+54aJuTLhJniSQlsacju7IETmtbZYzTIgMjBPEZX1MG3+GzDZqxhxfflXk501oX3LoWc2N5o1wA/aYD6v1qQQo1IlCjEGJg75t37bNadUFFaOQbAiggmgD8WYliCwkhTvFotiawcoUxd+gIcZjS7B5nFeonUB6BUrYept2edbxXOIZZYvZqjKK3fAg523DHqBLeBAQa19YBdclpfJ8GMk0NS8e9uboopWm+0tLJdzwDqisrHQh1VTCTd0LwjNroWtFJZu8qWF97QX20D1FhazqAnkk9eP3+Zs2UEFBAds1N3ZR38Ug20CG+WIjLf2XHH9iGw9yDCp3yeGGdwksgnEgA9dCKSl5Y+XAjbhf9Onbl69xfh86rQwESYn3k7+Em5r/zZ/DHI09V1bax2ETrOtA7a6ttCXXaMLNF7T0tRoBjYAZAppw0+tCI6AR0AiEB4FGI9y2bt9Fs556zmWU0+6/my7s3TM8I9etaARaKAKOHAt/pGs77Kafp52i90rPo/X7E522ZOEc9jv/N5N2f3eIht0yWxNu4QQ+hG1Ne76Eiopr6eI+cfTptipa+PAZIbGYtDIE5AiK2pfPgXTkbPJUJOAPoqhq+FwX0k2CvrCzrM6aYqVpVuogNxyKKPFq+k7wW+2GelTrRwRxKsorTHOv4FoQMwgkIq8KiuQquia1mKJ35lFdaj/+PazvjFaO7k77q8rYuA0PUfWl053EmuTMQ0DcqFKxBFgTukiCnlaDvt4IN1HN+Uu4CWEnFmjq/AgJKvAhWFp6vJSDqyhoE3s+/o1cPbAIE8Wgt9P3ErSV/DyhnCLO37Uzz21OxmC2DQtZ5FlTyT2QP/6SxMHsW2urSyXqjba/wAJ7L+YJezj2LOTjNNtfhHATdU5zxNFM4abuuSDXKyorncSIqJKs7ivBwCSY9rjG/qhkky8EjJX8a7I+pE0VM1+VVjjgkNY5ze27NxCcxe599OixvFdj7/cFC2lb3jlCtIktdfH+YiopOeZiUwlSF5aRwBHvlrS0NP4cZJGqdoPdtCjlcCgG30HwLuncOc3vA3uoA/aZIPxSkpErzkHitZQi6sKIiAgmecNRNOEWDpR1GxqBlo2AJtxa9vzq0WkENAJNB4FGIdxAti1+dTk9Mu231K6t45T8t/v204w/PUs3jLiarho6pOkgpHuiEWhmCCBAu271ezS750ecL2XD9oP0evFZPIpwnsJEe0K4TZ3hSq6HC9JyncMt6FDvOVBDe/bX0sV942j849/T7SPa0BUDbc52oIrbU1xLfTJig962sUIJ5kLFYlStGa9FwD1613LO64ZgfG33q6n2gpso8lghK8JAtkXtz2cbRisFBFQ9VBv78p2XSy4i/IJVZu17WCbwcI8aGBRlk7sAM4Jlaenp9OvMo5ynanufP3EAr9P+t3iMCG6rNprGPC9mQVwE/5KTU2jSzcPZjs/eNZsJO1ENYXwxX73MWFslJq1gGe5rjHnSvLXviXBTg8hWCTw1H9VnnxfwvEuAE31RCTfOp7MWyoV4VkNIUA9kKwLDCIiCqENgk+/NzGSlGorYjplZiKo5BH3Ni+UNL7PPQY6juMt95k+d7u7BvhBZsrtZr9Fg4tGYdTmtaDv1M7XZRM47O/Jvnj7oIMS+mo8T/Tfmnwr3mNgS9bt8sp+VTQTF5CczqLbPrQQlpdXijXCT51XqEwvgcBFuokDDfhIKNZjsldjrQMBYzamG99LQocNNc52ph0mwb6JUVFQ4FcL4t1xjRcGrqgut9s/q/OM6ybsqNqGSR82XPH0yTyDHUKB29jQ2OcgD3MViEt8VcKBH1PW4Bs8Y8oPivYL6Fp22oLxr0uSAVOnqoRHJpYfvL809P6GslXAT45pw8+WJ09dqBDQCZghowk2vi+aEAA6V4jtDYzrkNCe8dF+bFgJhJ9wqq6romXkv05XDLmugZgMRt3rterp30q0UHxfXtJDSvdEINBME8Idsl4RyGtdpK+erQQDrVMqF9OT6k5SR2YODHOHKmfTP+Y/Qf4tLSBNuzWTx+NjNJWvL6IOCClow/Uy+8+llJ2hbUTUdLrHTlJx2LkScj1WH7HLka8MzgSL516K+20TVl+Y6SKbUflTT91Ymq6WAPIMdGkr1gHs555DtrVFsJQmruoiaMoeF44UTyZ55NUXvXE5Q9EBR4y5vnNkAVcLNk1WRM4B4y83U58v7uCqxahNio3rAFO4jAtkgE0XtJCoqMxsrVSUn9n+MQ80pAomBNjAu4AWSszkX4Ivgo6ccaDI+T4Qbgon4QwAElpWALuo0qjHwO1W5Zmb5ibVRtKfQGaRWCTPcj2AzFAoo0g9VBWEMHstaM1sHIBciyhwKMRQoOUEe+0IuGNcGbFvtqf29KlGb85rSfTdHAHtHXcq5Xg9F8FrblUcxWxc2UCEbcxuGG2s53IFnAvs9DiHAzhgHN+xnDbI0NiuEm6r+GTBgICugrOwrwVCmyTsC2PqjujKbExA5OFSAMcieg/2ttKTEUm46mXe8t2CTaNzHZP/NysryuJdjL/Q2JlhRwpIS1ouhyvkGgg0KM3nvSP99IThVUlBVOrt7JvCuQDsg04r3OlhpgQAAIABJREFU7yexEL5uxPU0aNDgBrehflmHVtSF3p5F+b4idpfpXdIJSjwUX8btrZ1wfy4uA3fedTc/p+E4uIIxasIt3DOt29MItDwENOHW8ua0qY0Ih4MkFUIgfVMPg+E7iy0hgVNowKXF7HthIG3pezUCoUAg7ITbiR9O0uxnX6SJ40bT2V27uIwJKrcFi5fR1HvucCrfQjFoXadGoKUiIH/Y3n1ZKp0Xs49PlCOAFfvZM/TCnh701Q/JIU9Yr2I799F76GRVDE17YnajQK4VbqGFHcTa3bOP0SV9HAck3i+ooIT4SEqyRVBEBDmJOOmF5IQLba+81w47SAT/YZuIoKm9SzYTU2JFhxokn5vkaqu+ZDqrZqKKVlHNhRM4H1XF6LXcGBRmCMiCpEB9+DcIOARmcR8UdVSPZHJEkYe3uM35JoE0ycuCuvGl0kgKyYn1OQ+MYyUdihBuKrEBAhEEoyjvEHREsBMBRWMQV77Qou1zvlnEpBr6L6U+MZUJfMFD8rihfowV425OBUoD2GzJCX9PffdEuIliATZe2YOGmAYwjXUjsI3cTCgIaKKIikVITyvqClW1COUbgtiihht+5VVsGYY/dsyUBO4CvSAS8Fxg7iuvfYVivlzAhBuIV7xP/C1MZp81SBNu/gLYSu7jvG//hHq4s8t6w3OCIH247eiEWJNDF9gHqbqMrVGxR2L/s2JpzO+Uyhqqq6+jRNuPBwrxvG7auJGJBwTtRQEk041n3ArhJgc0rFxrtpRUMgy5v1ACyfuLfRHKK7xXJL+lKJ3gtID9b/TNY7gdTyeW58+fSyXHjpHNlsD1ACesBaivbPE2qqisoPi4eK99BdGFteNuXzXmOQ0V4WacYzUXq9WT2/L+FwWkr5bAIDExLyB0w3X4DuNMSLCxvSTalgMiVlXhTW37w3jeWfEW1dfX89rzR6no75g04eYvcvo+jYBGQBDQhJteC6FGAN9f8b0rJ2dMQN815DuP2l8cIMJ3mVB9Vws1Nrr+1oVA2Ak3rXBrXQtMjza8CMhLaV7WLiYFanvm8ElsEABr8wto5X9quUMZZ6fRnff8LuSde+6P9xBFJdPdDz8a8rbMGtCEW+hhh8ptyZoytpDsmBJF941uxwq3iTOPuqjcYEW5rbCG9h6ooesGJVCnlCia8Pj3dFGfOL7HSkEd3dNirFxq6RqQU5GHv3DJGYQAatyaSVSX2p+DqbAPq0/J5OAvB4PfGMXMGazFVNszfBa3ZjLfA0UZCL2I6pMU+/HMBn2BSg7PprGIaknyspgpASTQA9usyTdc6iTchFSDqg3KPeS0E/JEiA4hc3Aq3hiYVdV1bOvWqR9FFa3kvEqwzVQJF+RdApGI3HX4GcFxtIXf2Tv152E1dQLOlzxuh48cocjIGKqpLm8QHBbFwoEDB1yUC54WoAR/EdguKCjgALIQbuiXmofN20IWVYp6P4LUCKQiGIhcPahTLMywfkpLS2j7tq8IfZbfSzsgozHvFJtEVH3K8evYRCaNYTFal3yuZUWP2nesk+ae+8/bXOjPg4OAqNx8UQcHp+Ufa8F+DkteHKQAoYYDFqplMK7kd8WHD1Jt5jWWiGQzwk32ITyH2BeMKiyc4MX7wEyJhD6Isg2EG3+3A6k09EqfiUlnP6BE21Posmf4g60QgHIviDIQbmgne9BggpoMgZLi4mJyp05TrSChigIWeG+BZMP9KDhQMGLESFO7SbXfyGOGU9GqdSP2TpT09C5UXLyfSUB592JPBhkEkkiUWf7gYLzHjECdOeNRSunQgTK6Z1rKcSZ5/8ZPmEiLFi5gEjHcRLS/WGBO85YtoZzRY5hgxrpun5zSYH0zwV7sIOaaYhHLb3le1VyMoe6vJtxCi7B68M0qCR7aHunaNQLBR0ATbsHHVNf4IwLiToDfeHMX8IabvF/VPLPqPeGyXffWT/25RsAdAmEn3NCRVes20Lr1G3UON70uNQJBRgB/BB7csZGmZNU2UCMc3/s57fxwKb25o5Z6JNfTHbnPBLn1htWBcIuPP4Nueyg8ycSNPdCEW8inmKBa++Srqgb2kXOWnWC7yTHDkmjM8CSaNr+EthVWOzs0IjuBVuSXU2J8JD07tQMTcJ7KJ9uraOaiUr4E9aFeswKy70ip3VIOOQmYgkxTCaLYj2dQdNFKp0pNDbTCUhHBVyGcjH1AnWo+OcknZe86mPOf1ccmsRLOnSUjgoo2WzxVVFSyVQL++B8x8nqnLYMEehAYvKpvJxfCrS4p1Wl1KfZ/IFDQJ4xR7B3mP/8cE0dQQYndg5D1+OJqJEcQAAcBA4INBURlHRRtsW1YQStqPrFbwzVQR8FSsykXYG0lWPvhh+vpvXffMVUbquQZCCwEP0F4eVKaqGoLBH0PFBdbUtqZYckEWkmJS8AVAVysH6j38EcPCFasF8w/2pJ8b2Y5PUWJVtvzJor91wwmW7FWcWgD6x4F84rPsZbNiGOzfvKaGjovIFvKpryWdN+Ch4CoaEW1G7yardckzgByhyh8jTVgL8RzYCU3oRnhhucX5JE8k8Z9w5syS837JuplM0tabyMX9Rn2f/Vd4O0+d5/zyWaDza0QebJHSt5KdznjsDcWFe6m6bmPcDOoE7Z9wAp5xlDMLHHN+mQkRIyWvLhHPSmNPRQKPX+wdIeJqiJXA/lsu/lZAUElDdt3s3xuuAaHJ1CMeeD8naPGvk9IWRwOgdoOOWnz8zdSr159eI6hxG+qCjijNaisL3xXw7j8VZpamRNNuFlByf9r1MMHzYXI9n+0+s7WioAm3FrrzIdn3OIig9Z8ydlr1jtRkOM7Af5uxfdm/AwiD9+NAnFjCA8aupXWjkCjEG4AHfnaZj31nAv+0+6/u0Fet9Y+QXr8GgFfEPjrn2dQv4itdMWvfm8a2MSp7eXzZ9K/v610Kip8qd/Xa+c/cjtF27pows1X4FrA9SC+kNOtqLiWUlOiCOo0EGV9uscy+YaCPG9QyPXJjHWrcsN9R0rqaM7SE6yGg8LtpRU/0Kw7U/g+Y7ln9jFuK29mRybzvBU8E0ZiCARVRFUZRZw6wDaSsJtUCwLCdR0y/SKUQFzAsg9EBZRuooxDXjgo057/2xuciwvBP/yxz7m7igr5SyYHKp+fy4E5fMHsGnmECTfOH5d1L/cVij2VzJPcQ6qqTg3SItiZ+/AfnOqDSTcP51x2Yqlphp+QjvgMfYbST8aF3yE4XdMzxzIZ422OQvU5ArpQmXn7sr5gwUu0a+eOBtYVEkCV/Gv4AwABWhBcnk70SeAYAdRg5F4y4qPWabRKU6815pzBWrQtG+5CjIGwxfp3qjtjk6g+tg2TuHhuKke97vU5kLyJWJcqGR2qeQ1Gvdi/vB0CCEY7uo6GCAjhFk6CVhRt2PMppg3vZ5LjE0Sz7HPG3qoHGrzNpRnhhntA/ojVnhnhBsWrGQmDe3FoAPfDVhDWw6IcMypXvfVNJaRUtbO3+8w+Nyq1cQ32RRArqFsIN/m9kVhBX6A2w/6qHgoQ8hGfWc2/Kf1DUGbFiredOcPk9LWQfshnlp6W7jy4IAcV0AfgiveE5A3xBxPc4w1XkJ4f5W+k39w5mYNJwAyEI8hFsdNEPUayx9/+NIX7gMmyZa8yuSlF8szi36EkrgIZv/GwDtYs5gzWWThwY2YFHkh76r2acAsWkub1aMIttPjq2psGAppwaxrz0FJ7IXnScRAVrio4PONPwfsUdvKenB78qVffoxEIJwKNRriFc5C6LY1Aa0Cg6vtvaPqsp+nen5ykrr9yKBHMyt7Nq2he3pqwEG4vPjKR7Mn/Q3dNub1RpkAr3BoFdpdGX3r7B1ayXZ5lc5Jq054vobKKOnpu6hn0/uYKejrvBOd7MwtwC4HWLS2ar0eZsbCUjpTW0axJyS6kGsi7tzc68s8MzYqnywfaWGXXMTmaRgxKaHwwYEZ5mtRAZ2BVBrIMORbl3+8dSmfCRkgc/IwCAs5ms1FhYaEzSbAQX7B7hOIs6rt8p5WsDJZtJT+ewXmHhIgTG0K5BkEtBIwQ2P1lVju2wfSkLpGAOKwzVTISOfCgFASpYiT+Ggt8VhiWFjK5aSxWlRy50x+is8/uRv/5zy4X60f8IYAC/FDwb/GV96SMsJqXKRiYIfi97auvKC9vqbM6/OGCoBIsyVS7NCFn3c091huI4fqkVIo89AUTx95sIrGW6pIzeY03pmLJFyxxUCAxPoJuG9nWl9ua3LVi7etJEdzkOm3YI7HesE+GkqjFOgbBphbJy4b9Eza97myA8UwglxueA282uu4IN7QLy8MdO7Y3UPR4s6qTPI69evXmgwNC2vga3ACBINaOYuWIfcKfPF9Ge0ohz7DXpKens42t9FvykIH4AolWUVnJxAWKMTeZEE0goHy1KFLtKXGQRVRiaAf2zO5yeYrSDX0BKRQIAYS5xDtHFHvGZ0/6qCoDQVLi9yjoI3Dypnpsis+0pz6Jwo+/55w+ZNSrdx/OkeYv3njvITeiEL3BxMQs756seaxLkN7uVJvB6Icm3IKBovs6ZC7NHABC27KuXSMQPgQ04RY+rFtjS/iOh/chCt6J8v3FFyzU3G3+fhfwpT19rUYgVAhowi1UyOp6NQJhRuDrd+fQyx9+S3Om3MBBUXelaNu/af4rS2lKnyPU8crpFJvaK2Q9fTr3dkpIzaLbJ98WsjY8VawJt0aB3aVRWE7e/dQxeu7+Dk5yDNaSiQkRznxsIOC2FVXTxb3jOA9ct84xbFEJJduKTeUN1GwIJN89+xiNHJzA1pIg2o6U2OmTbVWsokMdYj+ZEB9JEUS08OEzLCnewoEYLCtRQJBRXBLZO/XjfG8ghrb3+RPn0IEKAKfsERhEoE899S3BRg72HtrC+eLE7g95j4yKPVGfqYQHgkb5mzZwDjFYVyIoCtuHa1KLuU5YUHoqrHBKSnVpS5R/kccKWXnnSSUXTJzNVIpSP9R66KsZ2SNKDE/BWwm+5Nz8K8pb+ndnQFxUGMAMJBuK5FHCz+4CbsbArzscWLmYfK4pUegPdhI4xr3u/vDBuowsO+h17p3Ywlo0uUcDBah8LgSe/Ls5EG5CUoH8xyGA5lzkMAPGADUwVMHNpXBuyJgkiqgpc8kfGYr+oy0h9JDvEvsfDhJYIfnk0APnzcy616Pa0xPhhv0EhyuMuShknzEjhHA9PgepkDVgoJOsYEvbuyYT1ROfLI632dhKFvu8SrDjOtjRgpwzHgIQuz9/iAOjkgsqsWVLl7go1oyEm3NPibexYg/EEsal5q5TD4pYtZJU14tKVGF8sndjT5Y93Li+QGDu2L6NbZ1XvP0WH0pxpzb0tjatWEEac9+pdYoiWVVIe2uzOX+OdxbmBQpDtYg1NshId0WeJygX3eU/9BcbzCO+m6nEqXyXkLyE+Lc/AUa1TxgDxm/MI6YJN39nztp9mnCzhpO+qnkjoAm35j1/Tb336ndKfw6ZmuUBDmY+3aaOn+5fy0IgLITbt/v209PPL6Apd02ks7t2aVkI6tFoBJoIAv988Q9UdPAETfmj59xsYoOGbk++5gI657LQqM8QBJ/60MN0brdemnBrImuksboB0s2TvaPkgYPSrWNyFOdgkwJl25OTUhrcDyJuyZoyJtJyph8hXHeqot5J7IGEQ/D89pFt6KF5JZSUENmkAs6inMA4oTwDeRX/xiiqvSCHavo6ToWhIBiI4A5Oe0uRk14gZSgmiWrPH80EF5RuZkSZmVWg1CVBSARvUW+vPXM8kihW15Bt2TBWpljN8WW1XrkOYwKxh1x1GDt+RkFuMbSLoqoJ3eXcw/iLT+dQMwvgifXYHx6dRY89Ms154h6KFBTVjhJ/VEAJkT1oCM+XWSJnb7Zixn4Hy4YR+z7G5+kPFih5mDhQ1p+neYGdXtT+fCZWpd8xWxcyURJ5ZAtFlh0irHMUdzmwfJ33UF8PRe66gkoqr6zj3JKwsG2qBYTaB59XsDWvmToYSuDEhEhKio9glbHkynzp7ZN028g2TeYAghm+IMGgoEWJKlpFOEgQqhJIfkEcMoja8x7n/PSk9gQxV9G+L1Wd2ZcSbXENhuKOcJP9x7iXqFaxamBfCH0zrIwWskJ6iapIPUEsuUJRjy8J6UE0LFq0gBW06n1iYyyqEWkb16iHATwpgwUjEBDuFGme1ohYCN88Zixbcfp6YlpOW/tD9qFfVqwgJZcexoe9GpaSkt8tIiKCyResCV/7HqpnJ5T1Sg4Y41xj7eBdBvIzrXNaA0IOfXpi5mNUXl7BqklvltG+jsHdPMoaF9LNSn5YT21LfcbnTxNuvs6Yb9fL3hpKW1DfeqSv1ggEHwFNuAUfU13jjwioJBu+b/lqCen8fpqRyWk03DkDaMw1As0BgbAQbgACpNuCxcto6j130PETJ2jGn56lk2VlDTBK69yJHpn2W2rXtk1zwE/3USPQZBB4cca9lHZmO/rFHY957ZO8yCYP70bnDGtotea1AgsXIBB1318WU3b2KBoxMtvCHcG/RCvcgo9pKGv8ZHsVdU+LZvVa34wYtnRzl0cJJB2INgTEYU+5MNe9GgWKOuSNmz4+mVV0xoIg+6nKepoyul0oh9egbqivoGyruOFN/ozzAZ3OwSZ55EAoSQAAwTZJPix5sZDnCPnkkHvLaPGoNgi7RyhfI47vptrzc5wqWAR14uPj2c4Mga2MTRMa2FL6AwrUUhhb9aW5FLvhIbJ3v5pqM67xWBUIsuidy6muU3/nmNxZuTHZU7SKqoc8yYQbCsgiBL6FpIKdYdShzyni1CHn58g3ZyyeFAMI+u0vLqZfjbuVnnv6z5TSoQONHz+R1WwIDkOJKAW/g+2n5CiSQBnmL71LOgdQjbmEzABR8+GJtZ0/c+DLPUIA+5I3S9agKBlFTQhyDRamUCeB6GRbSTdksNpHId6hbm2sMnHmUbqoVxxhLxoxKDFoVrTYg15acZJuHp5kugf5Ol7YXkLRC8ywR946oq1LvbI/gowDnhNmHKW+mbHOe+T3vrYbrusdOQKTmLTF8x0qdaSnwwhWx4q+xq2Z1OCwhMv++9YooqqT9P2If5oSbu5yOZoR9EZLYGNAHvsZ9hqbLZ5SUjpwN2CbiCLkhRy8Uu0LjYocadsXpY7YJhqVSULgiZpYJdzk8ALeQZ4USUJG+RsIR99gM4i92EgIWp1rq4EjkGLI+4Y8nSiCt69WmNIvGbv8G6pETwovq+NpyteZkc3qgUHpu0qA4v1atKfImQNvT1Gh37ljjNhgzSDwBwIUJLX67se1Mkd4plDS0szJQKuYC+FmfP404WYVQf+uk30P8+hrLkz/WtR3aQTCj4Am3MKPeWtpUb7vycEgK4eNjNjgO6L8jS2uB60FPz3OlodA2Am3SbffQq/8I4/69ulFF5yfSe+8t5ZuGz+W4uPimJAb8NML6cLePVse0npEGoEQI/DiH2+njB7n0RVjp3ptSYIdV2fW0WV3Puv1en8uEMJt+HV30NDBjfNMa8LNn5lr/Hv2HKjhTnhTl8xZdoJztN02oq3XwDhItfcLKql7l2jq0z2WLdb6ZMSyCg5BdhRYruH34SwgOiT3j2r9CMJKJY9A5iDQKAE8kBtQxVUN+RN3N3pXHlsQgqAzK3EbHqTIQ1+y6sveNdt5H74IIxiLQNbsJx9n4s4X0sUdVjIWEGaSo85d0JzzzG14iK0fpcAWk60ikzpT9cW5LuOSHHIgdkCmqeopVsZkXMMEHwL1TEgmpZIj11I+1WTd04D4M+bEgdoPwZYdO7ZxEO2SS7PpimFX06t/W0BFRYXOPG1GlQGCfbaEBLLF2zifmwTC1VxvOHlvJOqMGApZGcEKsUMhVfdI27B/jCl4hipGr/Vp+YPIremZQ9H7NjFZDNITpCbmFIQbSBNRzpmRndIYCCkoXMvK6ylvZkef+hCsi7HvIGcklGBQ0O4truWfg1GE9Edd7vJVWm0HZNvH26qoU0okXZGVwNa7kiMT+xkIOBCGsNUFllAXy14JMhEFOTCDNTar/fbnOvVggbu9zZ965R7ZSwK1v1XtWLH2ofwUhZ5qrVp6xUsU19m6jbeZBa0E4tWcaCoGUIyBaFODxUJUCFEjdUgONdxvpmTzxQpI+mpU0qFu7I3oE4gKFCEFQZZYLU5735ybne9Bq/fiOlUV6G8wHYEkybXnrm3ggPc1gkQYr+RIhW2zP8o8tIO6kL8VJBRy3PmiOvQFo6Z0rcyXSi4K2awSxSBpKysq+L0quIvNqvoeDnRsqurTbI3LM4aT/ChC7o4YcX0DW0grfQG5i3k3krSacLOCnv/XCNErewTmwIqVGfZUlJZA0knuaKMNsf+o6jubGgKacGtqM9Jy+qN+v5ScuUVFRfwu83ZQCPstUl3gfdsaDha1nFnXI/GEQFgIt8qqKnpm3st05bDL6JyzutDsZ1+kieNGc79E9QZF29btu2j12vV076RbmYALd0Ff0tJS6aqhQ1yaXrVuAy1+dTn/rl/fXo3Wv3DjodtrPgggMI0/zgZfNICuuOEWrx13Em7dKumyyS94vd6fC6q/+5x+/8zfSRNu/qCn77GCAILYsI7MndDeqz0aFB/jH/+elXOf7qji6hGkht0agtMIUiP3GywoPdlfWumXv9c4g7+j11D8Gzcy4WSmcJLrfLEbBCEnxBfILLFog7oAAUSo5x4Ye0XQ1CSqnaMQYyAHQfYZS/zaSUzWoCBvUl1KD/4Z+cTYkrD6FFVe+wqTb6g3/t1bqC45k0lDYBFx6oCTRBOVFe5XiTgXe0nkZ+rUz5mjSYKoAwYM5KAdSDEUBFlG3zyGzj2vJ1VW1dCH76/iPwTwBwGKnKwHuQg1nyj4VFWKGuQFxgjKebMkA+kJYtDeqT+TVWJVJ/OOdkBsYXxC1vq75uQ+IfmEwLVan6gyQYy4s+0ECepJqffp9iqas/QEdUyJpL0Hapkk2rO/lvM6Iiejp4Lnesai43RRr3ivpLu3MYGU/6qomp6beoaTsBJSyhv5761u7FOwwEVxp7Q11oF7cKBA+rBiYzkdLrXz71SFGvq9raiGZk1KpgmPf099MmLYSvJUeR3lTkjmarHHvbPpFKt4gZkQi57GBWIP7d02og0dLqkLijLPG05mnwdi+eitPXmmAlXQYX+FnSr2VSHYQPZH7VlJUYe3cJ7OyINbqLzHKIrsO9Zbt1w+N8uvBiVtzugxpsEL7Gcg/o0KHBBxsCUEIYS9DcTAwIED+bsjijvCDWo1BEq8FZAhyBVnhVQyIwW91W818O2uHtxfvL+Yig8UU3paupP889au+rmVHJyCJxSGFRWVnDsP9yFfXksIxvuCVyDXCtaiaFRVmcARikW8X+XAEOycke8W/4eNJNY43uXBst+UICLG5C4QiGevd+++VFFZQa8sWsDD90eRqapYxYZVsNSEWyCryvu9qnUtyFLOiXnnZK/7BdZacnJKs3/GVVviUORA9D4D+opwIKAJt3Cg3DrbkMMi8p3Sqf4+fQDJEypIx4Dr3X0nbZ2I6lE3dwTCQrid+OEkvfDy3+g3t/6a8RLCrX27ds7fg3BTbSfDaSmpEmrjxt7kQriBBATZJjaXIOVQhDBs7gtA979lICBqsjtvn0AZ5/X1Oij8UfjZ5k/osuRv6OcPvOb1en8uOPTJO/TU6+sp55d3Ula/8/ypIuB7tMItYAhbVAWSSw65jxCQhgIEBQo5kG34NwLQCFxbId2ggvl0RyVd/lMb553zRg54A1Ns/UBOxGxdwKRQfWySU42G+/Gsx3z2NFFskmm+NlwDpQ76r9pxGlVhouiQ4AKCOtekFlN04XtOi0tv/fX2OVR1UfvySVW5GUlCIdAQkIaiTxRSUrfYtVFcGydBFnloC1WOeoNAHBoLro/Z+jLVpZxLEVUnqTprivMSBMLRBsg9EFWSe0xy8+BCBJdxwhlFTpZX19Qy4Xb0UDHbkW3evJlJNwloszVoTZmzPiHZQKy9/fZbHGhFQa44WILePOoXFFFSyPOLAgzi1kymquFzKXrXcp57BO4xPtSNua6PIIqoKnMqx3CfN5tG1Ku2426+2Hrzu01+WYmKAgnkX+UvFpvOiad1gmcICi0UKL+gNoXSdMm6MgKhblSDQcG1FPkZ8bwNS6Kyinp+brHekc/RynPrrj9o+7rsH20kr53qsCJFnZL/zNuad/c5yDOMB/a3R0rqaMTgBO6/u6Iq4mCD2y09xknYjchOYLtdKaLSxXUg1gQD7EcjBiWYNnH37O+pe3oM3efGRhd7JBSHUlBnYykPmXAb8qTTBtffOTC7T8ixQAk3VSkHNS3ndBs6jw8wyLMR+ekcouqTZL/8Lz4NwWhj6IvqTG1ItSUEGQFiDKeNUT/+b0aUyeEsbwFn7Hl5eUu8qnelP/5YDPkEWggvhopKrJ2NzYg6RnLRiY0lvy+GX9mABA1hN1tE1cBPlIFYv/mbNrjkclHf3TJg9UAL1nZWVhbl529qoBTzFSAh3DzlGZQ6jbkUvT0/xr7Ic4fnFIStSp5rws3XmfPtevlOjLtEAWzl2cWc+auc9a2Hob1avr/26tWbGwp2DsTQ9l7XbhUBTbhZRUpf5ysCqmU47lUPnro7rIIDNcuWLuFDqSg4OKPztvmKvL6+qSIQFsINgwdRtePr/9CD901yWkpCSaaqykB8fbVtR6MpyMwUbsbfGQm4pjqxul+tCwGcrp7y8ieWTuEJMvOf/TOdVb6Frp08J2gqCRX1vSvn0bwPdvvUp2DPmibcgo1oy6oPQe33P6twqtqQ5wjEmUq6gRDYXlRFF/WOp27p0U6bSzUgLqhAufLp9kq6YoCNtu2ppo7tozh/ki8FFn2wSYTSy37WIIo6tIVqzxpM9e17sK2ik8S6ZLrbnGggCmCNCeJCLaI0AqEjtpEIDH322WYaNGgwtd0ym5Vavqqc3I0PZExkyX+5n7Zlw5iUEqUwhGIaAAAgAElEQVQTyCAUEE0oCKhDCQKiDGNXi9hryu8CCb4zufXhQ0y6CelozAuDL/qw7gQmCHgJ4dY2qeFcCkmKvglJJvXBdiovb6lzD8TvUd+Z1d867S4xp1CxibUo/q8SaQjeY76kQEWG9SG/w7+hhIMlJ7AFdqJ6k3vd2eWhDswRFHpoE+SkEXsraxfzg/yA+M/XAqtDPEsgkEAYgQhKPW2JmBAfSRf3iXMhhaDmWpFf7mwGRFCiLYL/jWfNE4nlqW/yPKsEH0inI8ft9Mm2SkpKiGzwPPky1hkLS5nkBwGGPQUqNbSFAgLRmD8SBB3aRx45ISQ7Jkfx/mSWf02118XBAtz73P0d3BKQQgDOust1j5Axob/Ia3ndoERWxkFtiGIk+3zBwN9rsSfWZl5DNX29q6x8bcNhNbuJ8z4GWoQYhJJYfZ7lkEHd1+9Q4pdzfbZtVS1vQdyARPA1gI+xqYqh7EFDnOo4HMDiuR15gykEnggmuUHs9qwEpgPFubHvl5xzZoFo+ezmMWN5r1ffLdoeyfeZE3tOEJzIiYei4q6uaZBqwFy1KVVVaYGuTTx3GRkZ/Jx4s8VCP7EWcIAHBI7R4tUTEuozvn37V3TgwAEX1ZQm3HxfR77cEQjhZlx/vrTbVK6V4DieF9jXYt8KV2EVcnExE5e6hBYBTbiFFt/WXLvkXxs9eowLDPi9HGQ1fu/Ev3FgyWZL4O+qxoMmrRlPPfbmj0DYCDd3UEH99uisv9KBg4epTVIS5T54D53dtUujIGsk18QKE/nmxGYSKrynn19AU+6a2Gj9bBRwdKNNFgGc0D7ywRx64j+9XWxOEHRDcXfiH5YlJ3Z9QHfdOdlt3id/Bs3qkZRM+vi1l+iNz7/jU9OwUmuMogm3xkC9ebcJddhD80oJIXzkeztVXu9QpZTaeWAgBXpnxtGS1WV0UZ84tqQEAdAtLZrt8IwFpBfUc1Cb4Zn8qrDGozUbLPqiv17O9nwgVqCUQPAWyq+I6jKKPPSFixIJdW4rrKGLejtsmCUPFX5+d3aqS3dAriCnFiwc69p0Jnv3a1hBJ0QJ1FQg+UIR2EZHxH4Q7bENY00ZUX09K/U8WSNKPjhg4C+xY5wXEIAgqGp75vBHorhA0M4YmPNEuEnuM4xFzX2HPyyw7+EPB2OeIiHCMBbMJ0hAEF5OW81O/ZzqRShnYj9+3GGnWbLbqewTZRn6DpJM8t/hZyEPxF7THUEJggDFqCoM5xMMVRmsXYUoE0IN5BJ+99KKk0xS4VkDEY7r8dltI9uw7SRUWMjFePkAG1/rr8oNhNWe4hq2kzQWKMjunn2MRp5WpeHfIMx8UbTCwhFjkHGC3E+yRXIOSTzDGGPHlGgmtECWYSxXZMUzETnt+RK+Dj8vWXOScscnu6hX0V9v73vjmED6weLSTLWGunKmH3GxvhS1H/YxIQrDtU6wX9lT+zv3JRDFeHaNhfMG4rDCaeWou/7Jd5SowpVss+tNKWp1nLJ/on9Q9cbsyuP+iHqu6th3lLxyND+fvhDb2JuSU1IIwQtVPWslr5DVvnu6zhPBhPtUUskfIjAYfQxnHQjImwWihfwx5tzyJ19dOMfT1NvC+np+3lxWlZtZ3OGZQJ4Y2JTinasScmretUDVR/4qS0WFZzXvnmpJLbaZqhWpJtxCu2JVwg3rDRZn3mxBVQWH8fkPbW+DXzvGjzU7evRYl1zEwW+pYY1icd8a3iPhwNNTG5pwa+wZaJntm+VelZGqh7fEeht/H+O70wvz51p2SGiZyOlRtWQEGp1wa0rguiPckHvuwt49uatGwu1UhSMXkC4agcZCoP3GKbR6TzR9fKwD/fZ+Ry4OlJzcUjqnczT9YWISlVfU0+vrK2hQ/1j+XWJ8BG1Y/z7t3/wm3XrzdVR5tiPJd6Al6tQhSll1M1XFp9KO72Pp5cJUenTGnwKt1u/7a+x1TJxER0X6XYe+sfUh8M3BWvrLq6eoV7do2rG3lv73MhsN6R9Li98rp5WfOPb8C7pF0/1jk/hZ2rG3hp+rgp019O3BWjq7czS9tr6CBvaM4etxzeD+sbRxSzWrRhbmIuecQ5VjLHiGIssPUc2ZP6GYo19Sm4InKar8sMtlxwfP4c9R14QZx/mzvBmOXE0btlTT/DdPOa+fO7UdnZnsuv6xZ8Qc3eq8puSqpWRPTKUzX/85/XDJ41SV9rOQTHrcgY+o7ccPU31MIkXUOPpYesVLVNve+2nWpC/nUuU5V1q61krnUV/swX8Rxi7leGkpvfXmcrrq6l9Qauc05+/tdfVkt9dRbExUg6rbfpzLv4s+XkhV51xFpy4Yx/+eNeMRqqyspIsuvpSuuuY6l/swp/HfrnH53dEbP+R/n7HiWqro8b/OevA7kHkgSo0lcediij3wEbddefZwiio/dPrnK6mix428F6NUZI6isp84lIRSsLbab7yPsJaAv1n9VnAM5JqjpXU0efYJfkf16hbDVeF3G7+opsH9Ynndjj+9vssr6/l3+Ex9fgp21dCZ7SP4+Zv01An6ef84uvGyeJ+7hefoxstsdPUl5vmDV35cRYtXlvNzJvsA+of+4v/3j0nkNtEPteD5P1pqJ9yP/SKrp2Oc8pxib0mIj6CCXdW0c28t14U68XvjOPC8u9s3fB0w9qzHFpSZ7kXoG8a6KLe9s9rX11fyPoc+qvPla7v+XI/9yp6QSiezHqKkrfPItvt1Xt9Y8+regechYecr9P2If7pdz3jubYWwo03i5wr3nxzwYFD2FfW5xr6GNmK+/9L5/arWXkcdV4+hinNv5P5bLfiutndvEY2feAd9vWsHLX31b2H9XqW2b9Zn9O2VBf9Ht0y8nbp1y7A6rGZ7nYx3Wu6jFB//414DnLZsKXD5Ho5BrnrvHT61PeSyK5rtmBu744sWvEjf7N1Dd0661+XdrPYL7+/2yY7vQVK+2PIZvf3ma3ROt+50/Hgp3Tf1Ib+GgrrnzH7SrzUu6wVtS/8wFvTJrHzy8Ue0Yf06wvqS/qt/R9XV11NNTR3FxTb8PuLX4PRNLgjgOd61awcdOniA5whzheJpf5M5bte+PZ04fpznTt0bmhPEst9jv8K+rq7bUI9DnvOfXzZU75chBtvT3zUhblpX34IRkL3QLPaH57t9+2S6ftRN9Ejug4wCrsM7b/XKf/q91yTazP9ua8Ew66E1MwQahXADsfX9sWMu1pFmarJwY+mPwq2isibc3dTtaQScCESeOkjtNt5Hc3afTx0z+9HV14zgz6DGmfSUIxCPAB0CdVIQkOx5TgzRiU20b/Nb9JvrBlL5Bbf4hSrax4ntb386h5K696f/bPqQLjn8R67rv2Vt6OnCnvT4TN/ylfjVETc31dRAcRRBMSaB8mC2o+tqHQjgOdqxp4aWry+npyb/GIz2NHpcj2D6h1uq6NpLbfTvnVVUUUn0wNgkZ3D+w8+rKCKCKOuC2AYBdQSF4/auosStc6kuIZWqul3lfF5R9x8XOPJfvfJwCt/7ynunaO/BWhrSL55Jv5//NI6D92rBc4ugddTx3Uy8lWU9RPb2PajduolUevUyqkvsHLIJjS3Op+r0bIr/72vcZk3Hn4SsLU8Vy971w+BnvPYBtp7RxR8RdejBpJoU1NHm41yqSc8m/Iy5OnXhZIr7ZjUt2R5BW77awcHX5GRX2762G+6h2o79qTrtZ5Tw5bNMPp4Y6rCNBHlmhYCUPsR9s4rw3w9DnuVfAV/0ieewvp6q039G0Ue/pJOXzODf4fO4b9ewqg6KSWm3MSZh885q+surJ+m1mR3cNg/yGyTW/XOP07cH7TSkfxxNGmWe+wzP0eKVp2jeA8jB6CC05X78jM87JkdSr+4O0uv5N8po3DWJ/EyjH/Pub8/qObMizxqesz//4wf65qCdBl4QS1k9Y/leKejf0eN1lHV+LGVdEMPvYRBqN12WQNdc+mNwHnvJNwdq6Zw0xwEY6d/zb5bRTZcnNHhmQzE/4x4v4X5BnQsFHdRrZ7SPoL+8WkbndI4yxRn3QJkHrMJVEr98juJBsvUaT7Ydi5zNYj1jXccU5/NneK6wn5k903g2sfaTCp7k5wvPGZ4NPIPqMx3ImGKOfEm2nQu5D8f+15H0XS01NXZqt+VJirKX08lLZlpu6sP162jnzu00afJ9pP5suYIAL9zyeQEfRJh4652mJAH6hGumPvD7AFtqHrfjIMXMxx+mCRN/Q926OwjG0tISQjDp/J4XOL+HN4/RNI9ernxvBQflfP17AvPy5RefU2pqZ1ry6mKf7xd05s2dwwTM9Icf94tImf2XJ6hzWjpdfPHPaNeu7TyW62+4ifr/NKvBBGCsBw8e4Odt754iWrjgBZd+19XVEdQplRVlVFVZ6ZaAbB4z2/R6if1sz55CJtpUwu2qq6+jSy7NNu2wzBOuWbXyHZe9oemN0HOPXv3HK3zB2F/eQg9PfyCsY1nw8nzGvV//AXTDKIf7hC6hQaC21k72OhD3ju/DumgEgoGA2TtL6pW9dewvx/N3KBR8j/rmmz285+Kd50+xxes17A9u+p7wIRB2wk2INVU1JsNFfrRZTz3H/2wMe0mdwy18C6+5tFR18igd+mQppV58M8W1ceRbaUoF1mQ/FPyDHt55oUtCcMlH8+zUDmyPN3a4Q4nzwWcVnIsFgbWcrM8p/4NV9OTYvn5byH37+WbquXMKbcmcQ8nnDaAtr/yJRp35LkMkhJtVG5VQ4KotJUOBqq4TlmvurFq9oYN7Zyw8TnuKa2nKze2oU0okwW4OBbZyt41o26AKkCO2ZcPZZhL50KSoeeRgXYm8bbCf654W7bCfW1vmkivKrG9i11afmEqxH8902p95G0dL+JytNZM6U/UlDpWauxL90WMUu3e1i/UcrB7j1k3iW2AlGVH6X4rZupDtPmFTd6jPb+lo0k/Y6spYMJc1Wfe4zcEXKLbI8xdRdoiqhs9ly0rkd5NSH9OGyTaU2vNv4rxt4SogdZISIvjZwdpcsbGcuqdHk7s8Ymq/YPl4pMROuROgDnWvWIZVo+Ryw7M24fHvuU28C/EzCp47UFwzFpXyuxCWr4lxEZQ7wVUdYcQFtorI0/j00hNsJ4nnFQU2rrCY7ZMZ58y3ht+j7pPl9bR8ZkfLEKMujA/3hrpI3je0gzaB10W94ujTHVWcrw77ibHIPcATfcQ+hjlU5ySQ/dFszD9asGZT1L58F/tVe1fH75CnELkQeV33zKGa829ysamVOjjPYcf+FPPVy37nLPR3XnBAL/ablZT05fOc79FqQV6LVxYtIHyXMrOYs1qPv9epdmmwsYTlLvJbSoE9eWlJiUueKX/bai73qfaCsDqc8fhjbHmo87SFZgZhOQV8/bWnF7tPf6zq5N5A7PHFphC531Af8sQa7S8FObG3Rq44s7bFUnLj+lVUUFDQwLI6NDPQemqFDSny5hUVFXJOQKw7FLEa57zHBZv531JUG1B/rUebCsJqzlCMBbmIkdM4HEVyLgZq/6r2de2a1YQckP7uHeEYd2O0oS0lGwP1lt+mWNJOz32kwWBhVbtixds0fvxEtqtFwTvZLFdpy0dKj7A1IRB2wg0522Y/+yJNHDe6QQ402DWC9Jp6zx30zXf7afXa9S4quFBPjBnhBhJw8avL6ZFpv6V2bdtw/1DQf11aPgJf5D1Or24+RpNuzKZuFzuCOWqRwKbkzDFDBPk8kBfJl5wdVpBF0DSm4Flakv8NfflDCuU+/Ef+4wCE2jubTlFRcS0tzD2Tg4HIfSNFcjw98ssTlPeP+fTMuD6BE25Jv6LFh3Lod7a7KbltFEVdch99/tEG+scn33KQqLGKJtwaC3ndrjcEELjeXlRNZeX1nNsJ+aOQAw4BbwT+QU6AUAN5gIL8RMY8Z59sr6KZi0opIT6Sbh/RhgPg0+aX0JScdnwf6kDOK3fBc9QrhBt+hpIL+dTMCoLoIAa7dY72Skx4G3tT+Rz510AyIljvLocccEcgvzzjBkooepMD5SCtQJpRbCLVZl5Dtd2vZnUbcjgJoYX6UK+xCHmq5nsLNh6sXis7xO8c/Gwk3ZCzLeq7TZxLylPuvGD3SyWIpW7kLAM57K1YJXEk/xlyub2/udJJgIHIfmnFD/yslJ/Ob4qf+2bEMMEkz4ynfsxYWMrqUTxXZs+U5D5DHaKUGzEo0UnMeRtjuD9X8z2ibeTCw/cH9B3fHdztAw/Nc6jcwFpiTkFCIrclxg8y8nBJHROcwSz4rgViDQXrF7ktzYoQcMa8hLgfz0HlKNhJtglm1yzXBcItouyAw3Z76DzLuXPVYK6az81yw0G4UHLroCqQBjk5Y5yHCdQAbRCaCnoVfMCgqiyoe50aVEdeEuQZC2aQOOgg6ArJX/Jg06aNlL9pA5kFEK3CCpIGdSBHLAL/I0ZczwFHM4L2iZmP0c+yBztJbfQbB3cQmOT9z26nslPVtPQfC5gUasy/sayOv7lcJ3stcrYJ6QZytKKikrKysmj4lVfRokULOJemSsCqefqaO+Gm5lkK196uHuoA3qWlpUFb15iPAVkDOQdqcy14vyC+g3dvsIom3IKFpK5HRcDToTB5zpHnEofIUPBeW7HiLcrIyCAcMtFFI9ASEQg74eZN4SYkW1VVNb3w8t/oN7f+momuUJZV6zYwqSbFqK5TP+/Xt1dYScBQjlvXjdw4Jyl653KKLN1NfPI5uYcTltiCp+nB1wqpwh5Nd3TbTb179+E/2KsH3MvXRO3bRGVrH6EKexR1GPN30z/mUS+CsKi7pu9Ey5DjPuT/8BQMlRPbf91/KXX/6eU0bNiVzgA7GvIUZL9p+hGiym/oLFoSEOG2558vUO/jf6N3To2hl/dcRe/0+RVVDXmS7F0HcdLlvLylQfvSbBk85UJNuPmDmr4nHAggOD3+tOJm0cNnsEJECLR3Z6cSCLlPt1Vx4Nqd2gUqIRAMUKLsLYZ9KgL9kXTfmHb/z96bgFdVXvv/K/NAAiQgU9AqCVUUVBScAXsdqNYK1l5Fva3FqVUc6+2vesF6LVCx/9ri1Fatou2tgLcOWK2CWAWsWkCrgoqawFWZlYQh8/h/Puu4jjs7Z9hnSHIC+30eH8M5736H9b57n3ev7/p+V5BxAuMNxziAQqh2jOWVXr1Fn3/hGE/09djiau3joen7dQkDpyvWIW/B6QqWAT6FCoowUG77WYtkwLOT9FnePOI8BdzcTv38P50gMAWbRpyvLLfa770WnII+0wsGBcEvA+66Yo70wTzaeg3x7OTvjHGxV+cu3KXADuXC0wuUXZZsNhcsNwAhgDHAbMpLq+qCwDRj4H4YNjRTg1EYlwHbkeZt9yyAHfelM5DFrrvmzgCL7p4b+3eGCZPe5qLltbJoeY3KUAN+LlpRq/+PBIJyDeBl4HmToXK4p4zJUwY9jD7sE+n8Ec8k7LzDtdyDBDJZAbxK3/6WBiVwzsp5bZak1WwN/PvLs5cFFsRyDotnnJGuAXBrbWuV/s9foEC917EYy8XaNqZFsscXrT2cfoAPsDsOO2ykTL3kMr1kxvSbO7DeorXVmd9zNk+v/Fi7aB14lGSuWygtA0cr8zFZZfas25T1UVdbqywjnO/JdIYma5x+O19ZAPCAs9C4cRP0fc5LMfbi+AkT9B0rkWJMVbt/2UOlZcM7AAFuwIb7i3HgpGTcBrjNui2Qs3vW7NvVGe+XxC1g763YdN7DAUATu/MMfnXFMgVCYUyxHsb8AjjFkQyQynPAng2J7pfEZxNfC+w/22t2zxBg0ZnPNyfgBjjGb0wi+5p7raysTGpr6wQAu6cHQ7Amtr/iW9WOV/mAW7Is6bfjtEAkwI3npp0XeY5yX9bV1WnAUiIMcn8FfAukugW6HHDDILDG7v39PJnx02uDLDfYbbPuuFu+M+lMOeO0k4V/P/PcErl86kWSm+MnQ0z1jdRTxwe7AUekvpgXDVenq5Xa+efJz1YP0X9+a9AmOa74iwC4NvUpjZbNffYHMnfd16SyMUtuufRMaRl4VBAg44U/Y9u/pC27QB1DtN066KggWBfOXgCAGZ+ukOzXZnVw5rqvMUf5fy+tlzHHnSQnjj9dHeIvrqyXGy7ooxHn4cqDT++WNe9/LNk7/iR3nN1PMiYEtJRjLeue+p0cVf0neeLzs+SI4k+kLGNNkAHCj+7yZcu6Ve7EB9xiXVG/fldaAIYJxRz3xkhDro57GWc2YNoNU/q0GxaOf77H8X3K2Dw5bmSuMt0objDMQA7quduhPo5s2E4AQm7JSuvUpPkmTchXcIJnixdWUlfaMt6+eFYTXNFaOFgaT56j7Bee2YBjsMQy1/9NWvIHyhcn3ikDXvmR2olACJz5bmYc7VBa9p+gcpP2vYF2AHTqCM4uCMskjHceybwO1pJTTpD1p8Qro2pjA7SlbS8SkonMB+Ca37jqujYxMJt+16xvVJAvkULbb6ytD3kv0S73MPYKBcYl0m9nXgsoDyMeW/FMOW5kTsTxG5OP3G/DSrIUzKTAzgXshwHH56GeN/HOwwA3ApE4p3FfAm5z/zacfEe7Zp1yr60DR+u9lkqAW/E/f6bjdY87km1wuFk5e9I57SQd47VpPNfhMFm5cqU6nXGIUlKN0UHgg7u4z/fxzN15jcn+wVjqSsm1RMcd7/Xcf0ixtgwaHW8T3X4d0qc48ilepT9NAmvGLT9LGNTCqQh7yAA3A3dwNCqraOQoGVJSoveWe3wwTOsb6pUNAOBWUfGJPHh/IG9rPDKZ3b4YKToApxwa60UB6LCgB4BNmG6w32AdjhlzjAI6FFhxMDS6ihXWWSZ0Ps9NCpW+mC/MzHikGQHUAC8r1pfLmKPHdpCodAJu7GdAzHj3td1n/E6WDCnRtgxww9l/zDHHCN/1lGIgBeNNJpvVB9x6yg7oWeOMpsLAPQib7b331irIxm8fz1U7T/as2fqj9S3gzQLdArgxNAPY9lQHIuYpN//nNXLEyBHeRu7X8i2QgAVwmmatnis4ZnDIpG/7l7ZmjAS+//DP18v9G4brQY2DYl5Gi4i0ye0/PENlyHD23PjmwRrp9qujPtLv68/9S0Bu7Klz1SFLmbt+pJw54BP5esGesA5tmwpAG1JJOJUIxaw/65GwLDecCrDJbpj7pB5M/7l+kDrho0WnW19/fXmzLHv2l3L10U1y4IWhZeSimfiTBbfKiKYXg9WcTL7uyDXiHq8PuEVbQf/7VLMAzm+TdQMceHDRHkEez3IszZq3U0EL5PCcwDpyd+SQsrxSNi+c4zjReTbAnHMXk0w0RzZgkjHtkIoj19WiFTXa58LZA1Smj7b4e28pAGWZ6x7XZ3froNHqxKfwjIeJUnfA6VKb2V/6f3C/fteWXShpjXuk7jtPhjWBPp9Pu08y1v8twC7LKlAmHW3Wf/vRbpO1i7ZmJjNogNvAogx5fU2DstBgdVmOMQPhvAJLTnZbZwNuzJH9CoMtUZAwlL28yltGs3WqfB8PSGj7gDms39ys+fXs2QOwCjv37HH5npiDXuxggJsBaNGuMdCFexpJb4IKmg89zzOrLFr78XxvDLe+H/9PRPneUG07HZ/xOiLjGXOoa8yhCShAweHc3WPid4yzc2vx1wX5UAA2lc7d9pZ+RhCFk3GcqC0soIzzf3fPPdG5eLkepQ7ei9xSqLyzcE86c8t6aa876hjAhXNv0qTJyi5buPAxKR1WFszHxXoumP+YAixXTbtanYGwOZMldcW+AaQxthBsKOTzrFiON7dj3SnFdciIQ+XNN9+W/134J70s2cyX7libVOkz0nurSccCsK9evUqKiovV9s8sekqH72SFDRkyJGl7pittY892Y5sY4Gx57OINLnBKEjvZ0TY3AzqnTLlIgb1EWNPGJIUpV1IyVMjJZ+tjMnbJBK46e32cYGQyWUA+4NbZK7dvth8t4IDvjdXGfcj9yW+xV9b5vmlVf9Y93QLdBrj1dMP5409dC9iLN+BPqLxHgGW8hPPdR9WFMrd8hEw7f6Ic9uHM4MskDtgX/rlOPkwfqYc/Ig6t3HfSZyINe2TbIVfIz//0qn587fFZcnDzOyI5hdJaMEh2fvq+VA+ZIAO2/V1uXHOUfPOo/eWs/dYr480d1QyrzfL+5D7xXXUKIVmW8/JNIo0BqTN3sQjuigmPyp133adRIvc8nSfDhmR6Zp7gNLx1+o/lisMb5esX/zauBd38yBWSnlMow5pfV0ey0wHtA25xmdS/aB+3AI7sN9Y2qERbQX6ayk4i0QZDDdlIvodJAsPMqxSfMVIs11Ko50lbTkFQUhE5S2OtWF3YLMjkWVvOnFfuPJE9bQntecozDCk6lfMtDshrqsxmU7PUNzRJn5xmfVabPGSkXFA4/HFCArYZc5C/cf4mO59nMu3N2lvuwNfX1GteQYI4XlxVL5Mn5CuQYgANYJaBwdHGAOMMIJd9G4l9Ha0d//vUt4DJz7I/kgXMG+DmlnENZw2AAGRyLZiKerHkTesMKzsBN8ChUDkew/VrTrfuZLc5x2ayY3m5ecog8Cr/RWADpaX0jKQGHcAo5jluxSnZ2xl5MzvLCdoZ+y4ZbfJ7pjlBq7cGAwudTFKC//iefc1vqGT1CitPnYzxxNMGoMGmjciivqKXIwnqdsDj6M/Ly1UQjHc/1tkrGy6eMdH+2rXvSkVFhcpqUcLJ3xlD73sXT5VPPvlMNn32f1JZuSM41njZR/GMe2+9JtJ7K3K6gGsA7DC1zC/gXi8cyDDgrrwqkHOvpxT2IrmU2IduQMoY1sbii2VObklkN5vF7Oq0o9tp72QbRuvbGZzirAsAt3bNGg2S7klBEgZ6MhcCBXhuJaP4gFsyrOi34bZANMCN5yPKAJSeBHz7K+1bIBEL+IBbItbzr01JC6x76hfyh1e3y+WjW+T5D5vk+pm/D46TF+8d886Rj6p7y182HSB52ZlS19isUWr/XvyWDDv6VBfyFJEAACAASURBVAXi3nvrdfnjpkNkzLEnapSaU4rk+rIPJOfA4+WOpTuD7RL1dULu2mBekV98fKTUZu0n3xu+Q+5alakRkpedRuTtTUHJRS5W8O/T5dJ05KUibW16fdXkRZoT4pgRB0jfpVdI86Hna1S25YPDiQtgiFP4vUNuUWcHP1pn3bhVwjnUwy0Uh2jmc9CJ8UV+A7jt7jNaZSWbDzlPX7AZz+mnfVNfSDjAd+dLh89wS8lb1B9UDBZwgl+w2kpLMuX6KaHzsUVqltxSh5dmy9nje0WVvLt09udy9rhesnQV+Zx6abPbd7YE5fgY09qKRv0c+TkYdLBbuMYrCBiDCbqkqkXq80x2S2sa4Na7wHueFGMEtOw/LibpuC6ZbJhOTDr08kmFykwCSL3pviqVGnz93QbNv0ZB8pTy9LJaueLLutHGDXMzloCQaO3536euBQBkr7lzR8hcbnMX7JJeuWkKvLLfqOuFJWmAWyygmbF3AenI3xUtL25nW9QAt9673lfJ2VgYVzgcFz39lJw/pXNz6Xi1gUkqcnb2mqvXgC/6IBdyMnKquUGfrA8WSiu5lk+Y0W4qeU9+R3NreukTkJbgi0g5lJ1O5HicRgCPaQ17NMAuUuCGl/UgkCN929vSdPglWt057mj5oDM/WCgZG5cH5ZRD9Wc25t7Lfm1mMGgkveojBeBguGVUPP8lk3TZl5LLW6XhG3Okrbgs4fl5sUEsdXDwA5aQlw1nNuAaDvi8/DxltBHAuGnjRt3XRUVFMn3GrbE0H1ddAx24OBQDyBplfIceNlI+/ugjOeCA/RXYQYHFSjx7Ma4B76UXRQLcuOdXr16pcr62hzCDG3BLhWDTeJbHGUTg3kcw1PgNKi7uF/M7vbGBAYsq1leorKuzfRjSgHBTLrgwKFeJz6WqslL7wkGPT6SkpMRT3/w2Oe8JfqMYO30g52qgKYB6Tyi2nxhrMpmTPuDWE1a/540Rv2IkJqz91kX6net5s/ZH7FsgsgW6BXALJSdpwxwyeKDcevOPpU/vQn/tfAvEZAFeLImwfPbua+WVT9KD19597n7SOvDIINtg5h+elR2NX+U344WKF66SPply0/F1kr6jXJ6tOVpeXt8iUy74D6U5OyOmrp54kNQUj5Z585/UFzOcIHl5eTJyxHAZe/Royfzgcbnu0TXavyX/RSaEKMm8BacLzDty+GR8tkLSt76lL6lEhQJYMYcluefpgZCD4VlF6/QzcpAEwLllKktGof7SutHy7HPPy47eN8qe2q/y1Xg1HD+MZ+5fIxP/7bi4pJaIel3e5z9lzNnf0S6dCVH5tw+4eV0Jv55vgfAWgHF08+8qPcvFhmoJ1smiZbXq5EYu8PYri0N2aJKCyAcCnoWS5LM6AICw72C/wYSCuQToNqA4o8cCb6GMEhfgtmSasmucTItY9jhssMPLsjpFEjHcOABO/7y4Wh53yIU65RORLSVfIGAchX/XNLR12EvsD9iYbW2iso7so2vv3KEszURzqMViQ79u91mAPfCb+bsU5Ld8j/bcYFQ8X+Yvrpbq+o77J9SoDXBz502MNkPOXBa0FK1uZ39vgFtBZqPkLZgYAEYaqvUZ4S5I12qA1jlPRAR+OnvMYZ8VX7I40BwuKiqWKVMujDoUA24AaEKBYuEaMInflv3HB6vwbE1rE8lct1BlfsPlH7ULkJmkRMqbxzlcGvdI9uq7ggFkkSYF+MHZP9agMtbV5uSUYY9qQEcFwGTeBXjnMflU/uZ9gQA9U/gg13RrvzJldwJ4plWWK0BmxeTv3QAoIB7BfRboR30AYifAyWc2fuzLOw3gdsuwbymgTEnFgBOTzcMBP3LUKGW98L7FexqMNwMDkKaDwdkVjnnGRH+MBRZROBYL4MPatWultq5WJk48Q8GfzsrxFMt+3FvqegXLTLYwFOPYpEt7GvgZimnmXFdjWsWaa8kpD2mBCiaNaCCfm0XKOgDMDSst03uC4hVwA8DjNwnQzeRWjaFHP10hgcz+WLFimQL5iRbLiZWXm6tMWJ5TyJcmWnzALVEL+teHskC0nL5OeWRfRtLfQ/uKBboccKtvaJC77vuDHD7qMDn0kDJ55rklcvnUiyQ3J0ceenSBjDn6CD+P276y+5I8TxgFvIDOfbuvfFz9FWD72yNXaoRl48lzJGP9c3LtE1+065mXGw5HgG7Updy5+zwp6jcg6ESwwzXfAaJVVVWSzk1ftJ3a5Kef/hWzi5c50z23675ful2dsESF8vILaAa7DecLZWnrN+TJd2v0b/r53qF1muuj4YQZmheOl1lelpFs+bzwSLn38dWyeXuN1Bd9Ly6prp/M+I2ML66Q75w6Om7A7a2y38ghxwckDuyH1G2jJC+15+Z8hptnU/kVU9wCMEESYY85nd1MFam3UGAaoMui5TXy8Iz9IlqEejCWeuWnKUMFUBDm2/aqwDgfmh75+hQ3d7vhxQO4aa63gsFxy0fCWI5FsjEZ9oTZaHKlXtozIBjwhD2AbGSvvHQB3HUWgDYkSgF5LTecl/b9Oj3bAuyHN95rCD4L9PlQSS5ckfWbmhX8dz6LLN9kKFAWAICgo1hYYalmPQPceuXliDFgGWMo1p7llUwWEyzZtnCeiS13UbQ+DKwBpOFc23T4ZQoGRWJ4BeV+swqDUoZOEIg+o4Ft1IHJlbXu8XYyngYKNR8yRdIrPxJAXStecgVyvq+trQvm44o2f753go5IzKdvfTs4Ly/XWx0DuABrFbz9Ug7ZvjeZevu3stNen6UKHgbi2lgAxdKryqX+tHslnXeTms16ryETSa5S/nZKuWInlDnU9ifOCEhNNu2RrFV3SdPY63Q9c5cEADdk8Rsm3ptyLDdAANYPoI33FpgjFBzagAFei4KYsPyKhnu9JKF6jHX+gj/LzqqqdlKXxurxKu2a0CD24ouxIyUaiG7vuqGkCe27nga4AXIBbpG7EP+Fu4QDxyJtB2e+T8tbiEOe9rnPYAzSp/uec7LtaB8WIXmfwo3NxmD3NQwb+rbcUPSJX4LAEMubGCofGqDjqyuW6b2VSAHUA1xMRs41AjsIDCjqW6SsW0oypKV9wC2RFfavDWeBaICbSTuXDC0J+ZzxLetbYG+0QJcDbrt275E7775fLr14itoTkO3Ga3+ojLZ31n4gLyz5u1w37TIF4PziWyAWCxDlCXPt/s8Ol4170oKX/uS84+Sgj+5WoOrj/9ssd334NT141dXW6oEMuRA7FP7seyfJx59skadWbla5EQA0in3P33YQNS1tZ/J053g5IFqElemPT/n2v8n4z+ZoNeSNNnz9GmkddJQc+H/zlOU2+9Pxkls0NNjMNd/YT7LeeVhfZinOaOfn/va8vPzSYsnue4RM/8nFcTEhANxO7Fsh/3567IAbL+61Cy+UW94/IqiH7nTCMF474Mayjsms6wNuybSm31ZPtwCyfjCUHly0W0Ex8sQdNyqnnaQbdWCo3TClT8zTxWG+dGW9tp8q4ApO/zUVTTJ9at+4Act4ALeYjee4YOnKuqB8o5uN2Fn58gw8AyiNBdi1/cK+mj2vSmdx+aTeKhuIDCntGrhiwFwitvGv7TkWMJCfPQzzlf3BcwHW4zW/2qHPGJi7lFPH5smaL2Vq9yaw3rlaTsANQB4wAxnx5rJvdQh4ArAgOMtrzrqu3hU4E3EE4jyJ5FgGnMl8/3Fl8RlrDxCRcy1ygyrfWDA4ZD47zr3kNW45YJwCPMZU1DbLn1O7NQ870xMD0EA6O0Ob3KjTboAmKE7QF/VbBo2W5kPOFyezLlE7G1hluZmRugy1/tH6MVYbYKMBYoCYLYOO0n3V1muwsghR0+B7A+B47wAUg70GaJcGIPZlQN9XdQr1nYP5tw48SsFRVDZiLe3A0rMe8bROsfYRb31LE2D5uHDw49AvLS3VNAJeC0AujEjWs6tAt48++lC2bP1cJow/KThMY7mZNCbMHr/EboFo+Ye8tGj+gmSALV76S1YdL+w+y93plZkCgLVi+SvtZFkN8GKP8jvCPTf1ksvaTcPpc+ELACaUfyLJ0Nk1tOsG5phb6bAyZas67xU3ezUZQJn5QRjHkJIST+zvSGtoNi8rK5Py8nJZMP+xdv6peNc/HOAGk/G999aq/8brOsc7Bv+6vcsC8YDye5cF/Nn4FghtgW4F3Pr26SO//8Mf5UeXfV8BN6QmnQCcv2i+BbxagJfjTxdcLXUtmXL/hvaRhkQ6fa12tRz42Z/l9R395X8/HyGzZt+hBz0OXvZiYlEZJNTmsOGOXDNJAjv8IeXhLM48bxwKieYiMaiBe0RO5ufnycwRbytDjUhtDncUoql2vfeCzHz4BY2IYmxIm/zi2guk7/IbtI7b8fLfs+6SbbsL5Vc//0FcYBtt/uznc2VU1sdy/kmDpHXcLV7NrfV4mf7kqZtkbvmIoK3cyYqJHjXQMqbGk1TZB9ySZEi/mb3KAuRzQwKS4mRRAZidP317zLkg3cYBhAFwmXFJUZfZzSl9aJ3afOzfAEHkmou1RAPcYB/Sl5dcVKH6BmBLSxOVXKTANBtZmq1sIECI68/vo8zBmrpWWbSiVtcM0KIgN02uv6BP3M9/A+/4P/J+Wytb5J4b+8dkHqQvAVJ0TCWZCuKa5CQNGZCH/KhTqjKmTvzKPdYCsB0fWxxgPIbaAzA5BxQFJGir61r1ufTsnYN67HwjDdwJuFk9ckemV29pB2hYrjPNI5ZdqM78VCw4VzZt3qSydu5iDF/kEzU463uvKYNMcxaPuV4lBwHaAIA4v4eSzjRgrf7bj6pUO8Bd/bl/kZyXb1Jwg5zBsRRAKmPDKePtnYekrXi4pFV+rGBe64CjFGSiGKMSECqZucgAUp1jp5+sVXfHxHIzsFCZZV+qZUQCfAwUon5r8XAN7oO9xtrwfwBFA3hhuyENaf/HFl7YfuHWgf1NfwpaAuINOzMA9r04TZpHXRa0dyzrmIy6JvvnzNdGu17ZmjYGs1u80qDxzKW5pUWqaxqlb+/2LCSAjLS0NH1/dEv0xdPPvnhNMgA37BaN5ZGKtkWulJyAkdh9xrby+l6PAlBefn470Mnyf+ITYa+Suy0UsGP+BNJ+TJlykeaHJ+A5nKSlOfu9sDyZB2BYcVGxsucA3kwyMy8vV8aNPznk75qXdbP8c9iIMYdiQXpphzomwelsw5nfzms7oeqFA9zYB/iusDV+rFgYv4mMx7+251ugp7J7e77l/RmkugW6HHBzSkqecdrJCrANGTJI+Pv5F1+Rd9e85zPcUn3XpOD4eKH81WMvy8baXMnLzpBhw0coKw2ZSEpedqbceehr8lzlwbIu6+iQB0rTGX9v7Ro9fLkPlJY0mDZDRfTyQwNYd8GFF+lBxQ6LRv0H3Js18+cyatgAueiEIVJ90NlCn/aSx8GKRN4cFnfsrJXbZ/6XjB1ZKlMz56tTom7KEq2LAxMZt3t/M1tKhh0lN155dtwr8sijf5aq8jfkksOapM+U38fUzq6PV8uepdMjAm7JkD2IaVCuyj7gloj1/Gv3VgvgBH99Tb0U5KUroDN9apHmXzNmVaIO73jZUvHaGxYbgNTI0px2gBqfAwjBpJk5byfphhSoOvVLZl8oSc1QY4gGuAGQVde2qUynlwLA9eCiPQqYXTCxQG6+ryqYW6+mtk2Br3m39FcQizxpyPJZmTQuX9ZvbpaKTc2aPw+Q77iROfLS6jplJsIkYi0pBnaEY62RV21gcbq8W96k/QPsOcEyL3OhziWzPpdeeWlhwTq+p10/f5tXi+5d9XgeAEqvWd/YgTnL/h5VFrhvDSCH7XZ9HAzbVLdaKMDNABfL4wb4lLP4amUY4cQHFOoqGU1jgQHMJAryGRBha4KkYfr2t4JSkibnqFKHr83UIDRjCAEiSU6BAnUWaBZgu52rwBg2MaAoljWH0QWA2XjCDGV38XfziPO1iVDspMBaTAvmTVbwbeK9CTGZAP3cY4fl1lr8dQWlWgaOjsoEM6aggWaMP9oeIUAO+zNPgDYKgG7dd57Uv7GvsghLv6VMxNZBowNMv23/Uval5huMsxjgp30WDJamQ85TVlg4ZmOc3cR0mcla8a7nZGt6cdZbR9hM79XGPSKNNSFzMcY0KI+VwwFu5iinme4OdvQ4lZSrFiugFG4CsTLBUsEQBoRFYngC9qAO5GakhRq/Mc4IenbmJOR+A8jhexhboQI2rD3sCCA29ZJLZeXKlcpyC8eoNrUhLznmYN7hb7Gga0AlAqDJGUeuNACneO8h5x4yqdd42Y6hAAwb+4xbftZOkg+7Llz4mEyadE4wkDzSvgoHuDHmTZs2BVOiuMeO3ZC4pJjiUyz9psJe98fQORbwAbfOsavfas+3QJcDbm6TITF52+2/ls1btklhQYHM+Om18rX9v5LU6/km9mfQFRYgv9m0V/fXrkqH9pcrb5ihf9thh79nHvqOPPrFsTL44GNCSoZYZBuHiXBRjs6XtGjz4jD52/vuVWkDY9GZRjoHGPth4jCJJ1glKMvLFQxEZqmgbolUbXpD/t+3h8uQ/Q/UF2EcyDAcKIfIHDn/P66UsaMPjjaUsN8znjdXLJOrDquKCLjhFCLqlRd8K1WvPCCrVr4iS7YNCNrLaW/qJRLZFfekHBf6gFsyrOi3sTdbALbb8aNyFQwhx1JNbWtSmGmALEjJeZWmxClfU9+mLC6AI9hSSBHy/3DAGHnBlq6u0yAEK+asNzk7AxP53snsA6i6fVqRJ3ZYJMDNKf/oVTLRyfqxcV84sSDIBCKPmrEDLTfepPG9ZHtls+bqtEI7Ty+rVeBtVGl2UJIP8IL2Lpn5RRDImzG1r84VUAPwg78BCin0Z6BHPHsdW8NQ8gpgxtOHf82+YQFjTAIsO/f63jD7UICbsZUAuNIaqiUbRphDQpyzbagcb8m2hxPoo+1EGTuMG0AHwIYC0NNWMCggYfiNOcG8xcwbecjMdY9rPWcuMjfwZ2wp6gFQRsr9Fso+BvzAYgOA8mLXIFA14CjJevcPKtMIYBdPMYlF99j5PHPdAknfiq3SpP6sR5QVBginyaKzCtsxwZQp+KXMI38TkGfAoZdxOfdcV8kgkrMQZmPW6rnKaIQ1x95wMxvZ+7auAKvsw64obsUTL30G5FIXah47J1vQy7WJ1AkHuLlzjZOvyi+xWQCAxw0QxdZCoHaygLt4+o52DXt99aqVCig5C4ATijyR2GvhcpzRJrnP2tra1L/izMGWCNuS9Rg3bny7NsOB4l4kMZ3zZczIXQKumWSl5W5buOAxrRotl5/b1m65SvMDYetIwGK4NQslyUkfd/7ql8oKdIKjxtplLvV1dSo7GSoXn/UVCXCzQATy6znHHvRblZVJXW2dBisYeNrdAdbR9r3/ffItoEzInByBTDN27Fhhv7IPSdXjF98CvgW+skC3A27+YvgWSNQCFpV71dvHaFMAV3ZI4gWEaCwSzQKioX0d7uBD5FZF+cfKijOgCOck7AOvjln3XDhs3bMoT1kHtXWtMjCvXKUinfndiEZCdgAZyvr6ejly/OUq0YX80gGNv5bJkyfLSSceF5TmQnbsH6s+kQPl4YRlQ5yA24BBfTRxOi/A7mIJ2k1up/H4GfL6E0/Kxi3vyxufZwUjwQDcioqLZfLkc1IiGaoPuCV6d/nX7+0WQP4RYAzADTlJgJp4ZBfddgKIgsX18C39lUH10srasEAeTvY/LNqtQJAVADGAHMYG88qdV2zugl2ydFWdVgdsunxyocAOI1jBrnVL2NEeoNAbaxvkz4ur5bSxuZ6c+pEAN1hiByk42CTDSrLkismFsmhZrUyakB8WgOKaAUXIQmbpnEcNyw4yyxYtr5VhQzJ13lZCyWXad9RnXgCbsIVOOSZffjN/l4JwBw3J1DEBTGI/gExsZFKSSPjBhrvwmwU+WLa33+g9aH6A9Uis7m253EIBbiwLDKemEecrkwrwqfGEW6Qtp0BBqrwFpyvoEA1QAUQBpGk+9LyYgSjGYGAQkovplR8rKBJP3i7bZsrkOu0+BYpMvpH5NR9ynkpBWg4ymFmMnf6yPliojDaCywjyIp+aE1QD4ACEiVfikD6yV81VCUlymxm7y+utEY/8o7Ntd/42d79OhiF/u4ux2FSWMgHgj3axeSKsNa82s3oGpBkrDJBK16Jmq7QMPErZfW3ZBZLz2izNy8f8YdrFA6zGOrZ46uueXve4tBaVScPJdyhjksLfnV3CAW70yzvdpo0b9V0yVrCgs8edqu3DDKQAXiRLCjJZ0pSdYTMDZt1AmJe5G+CCj6RkaCAHGz4N/k8xyUdsumrVqoRzjTEmY5pFyr1G/7//3b1SVFQc8743RhfjN3acyUt6Ycs51yiUrCXqSJQtWzZHBTSdbal0ZFWlxly472U3uEi/sMywA2uAraIFPLsBN9qoqCjXZ4iBzm7Wo7EIad9d4mUEdsYe99vsfAuY3Kn15MyH2lm/Pc5zRKwBV51vEb8H3wLhLeADbv7u6PEWIOq1YXu5/GRFX52LE3CzydmhgWgM9yHE8tf0bn5VPln3kl6CZAFOThyj6hAty5ZTjs5TOTLL04MT84Gn90hBflpIxxDtmgPYxvH9b+yQlS8/GDwQEU1GFKIlER54wFGy7NPTNZcPjttbbrtLcvP7yi9umRrM64Nj1Q7MkZLVe1lYDk//ePkl+eHBu6S0zw59CccZ0lJ6RjtHR/YT50pm7ZZgky0ZBbKhur+8vGd/+dfmhuCBOFnRgV7G7qWOD7h5sZJfZ1+2ACANBdCF5104+cF4bHTe9O0yqDhDAR6KMa/cTChAPyQSC/LSFGyCzfXAot1SU9emUpGAQjDVrBjYBhB3/OE57cAinPVcA9hWWpIpt19VHHLoAFXkloL5xXM9EjvrrQ/rZM4fdysT0Bh7xqCjccZGvjXaA2jj/zzDQ7H7kpUnL9J68Jv1zPIaOeWYPJ0XcpPGhOM6gDhyZcWb0y6eveBf41vAqwVMktYrY9Rru8mqx/jeeK9eA6ncgQCR+ggHuOGsVxlFmGDFw9sxqNw5v8K1D3gBSwyQrnnEeQpaxVIUQPhgoYJQJlkYTaYwXPuhmFzuXFcAibGCXjauxjHXRQUgY5m717qWW8/ywHm9zup5WUuYYIBNqEkwXwM/aYO8ao1jrpfcZ38gTUdc0i02iHXOoeqb04x5AjAzT4C3UMULCzFcH2mV5dJWXBYXAB1tnnbPwtoDVDbWIe9PrGG8eyRav3wfCXDj+3AsJC9tp3IdQBDyq/PeHCrnV7xjxz9AwUnsBXTy0g+AE2P90ZVXKwMolYqlu3D6Qsx5Hk360EAv5sM6wIAy8MVYYny+vqJcg4gjyVPGYxN8JaHyq5nM4tSpl2pKkFgKgdGAYsXF/YLAlslhRrOH9YNvCSaeU8XIvjPmmf0bxSMvedHYixRj+DnnZD4gY/tZwHhdXX1wPUIBYMyL/gHXehX2llWrVsqJJ5wgq1evVIlNCoCdyVW6gT2nL03vmSuvlrz8PH3mVFVWxgx2xrJOft3UsYCmwFnygjJlrSizsr4uqNTF5ygdtBYMEoL0Ewnw4cyA+oMqE5x8hyoCcDaAWY4Md7SAtNSxnD+SfdUCPuC2r678XjLvQF6H78oHQ/5D7l30ps4q1CHDqW3vlCN4cNFuwfFKGdLnC/laeoDdBR3a5LomT8jX3EY4cSnk6Vm6sl64loJjtzA/TS6b1DuYOweHp8l1wb4IMAtaZcOWZimqnN3uB+rDytHSVPVPWb/2OanPGy/b204K5u+583fPyNZNFfLNST+SPyxYJSXypB7UOGxx0PVyaIu01HZou7R0qxxd+GmwqvMl15wM71QfJmX5GyQrI02y22qkvGWkLNp5kFR8tq0d4BYtqqort54PuHWltf2+eqIFeP49s6JGASKecw/P2C9p0zDpRKdcohPk4Tk5f0m1MtXCgT8mMYdU5ICiDNmwuUnzsoXLNwYQxpxg7AFuWYCEe1J8N+vhnfpcB5S6/oLeWpcxwYA79Zhc/dyAtREHZsgH/9cit19ZrAEYsAEHFKfLFZN6678NSKMfA7QsFx7BGbR7UEmWDgMGc6J58mJdJGzGbxC51Bjr+o3N7Vh0sbbn1/ct0FkWcN5L9MHzo7vz/wGyPfZiteZdtJyHPC+QvD1lTJ6neykc4ObMFeYGk5zygaHsDVCGMgH5tgiFh0UGAwzZRmmo1n8j5WjFGRVs1wIOABIAgMFqM6YVoF165Ucx53ODhca4nYCdye81TLxPQUEAQlhasThKCAgDnGkpO7NTQBQv+5kAP3J2xcpkMhDSS+45neP+49sNxwBVnFbYIV4gysscu7qOyXYik9lwwozAHo6B3RlqvNmvzVaWZGcAX9hfQc+x1waBbfqiT8urx31meRmTbc9ogNvemkcHUAEHL0COlxxiXu1ugNukyeeoFORV35ssIz7/X5VAjVdy1aQEkfWLJNHodYzJrBcKcItlz+BPqaioUOc6jnfYUIBVAF0AVwCNlHCpORKZi6nouOVSY5WT9DKGGdNvlkmTJrfLP8d1bklO25cAq3xngdTWhxOktM/cspjsF4AuA2dtPWAhWp4595gZnyk22VirdlYpcAaoRp41596jzXnzHtLPN2/apDn0KKzf6tWrlN1WVFSk95alQTGw0IK7jbmJ/4nr7fNQQKMXG/t1ep4FnNLFztEDDAekmQPsaguQQvK6td9wPbPEW6wt5/Wckfi8O3PBxjsf/7p9zwJdBrhZrrZJZ54ui/62RHO2hSpDBg+UW2/+sfTpXbjvrYY/45gtYC85i4feKouXvqIHibFjjpENlSVBiS4atUODyR3g0Jk7f5c6bnHmUGAlnHXoCsnPTZOJZ5yjbA+TV7OIa+rhXOXflmOENmATrKloVAYHjmNyIb2+pkEOL82SGy7sE8ydM3XmF3JQ86+lpbleo5bS+xwn9z+bz2g/xwAAIABJREFULoW5TfK1lvtkU9OJctuN3ww6iX8/71l5d+1H8qlcKP3lVf2PAxaHJbTSE33psEPdxEGfy6RBG+TC938vjx36I9lx6DWSduB4Kdj+qrQVfV1IcH/WuqdlYNZ2yWiulvK6A5UJ8+SC3+khjTGhGU6UUyJ67TFvgCgX+IBbsi3qt7e3WcAZHNCZeZMArl5aWSdLV9UrowzH9frNzdLWJupMBwgKV5y5K6kTDmyLdW0s/5oFTWALGCv8H1Zdr7x0fa63torcdUOB3P7HQOAFART8BrgZOIyTa5F1BFQjOGPWvJ1aF7AQxh6MaP4Ox7yLdQ5+fd8Ce6MFzrpxqwYBABKvqWjSe6kzC88nQGgnY5Z7n2fUqWNz293HPCM4BxprNByb1T3ecIAb9Sw/GTnNnE7eaGwzIogBACiaD+2DhYH8X0XDlTXnlOAxOUcbl8k6AnpxnRMMMkYadWNhuuUtmKh9unPAMY9AHrfBnbmMwbadMrzkPR42uL1Mb7yDsPWIJHUI4KisraZqBZDISwd7kJxlrFE8xeQwpbFaAdFY1iSe/rrjGmf+Nr0nVs2VjI0rOsjcs291fzdVf7nvHwkCsLwTpm97W8E2yxsYKzgabe46LuQuvxOQIqQEgj/P1f0NIAtjzwu4GqkvBaULh6gMq7NEA9xiZedEm2+qfI+zv66urp2jPxljMyYRIAO2+81PLtZ33kRB7VSVlTSAyJlzK1SusEi2xbEOOAkY5HznV1nC9eV6aWcAjSZpeNW0q4OgEH0BAm7evDmpDKtw62cB3MZ+A+xySiyGygEIEAlICQOPFCLOwGST36QNu9YLgGUsyvPPv1DbNPnLTRs3KfuI9B5OYNJYgDbWgw4qlQ0bKtoxFd1goT1LyD83rLRM5UPZNyVDSpTZZsBcLIBtMu5Zv43uswB7C58qLGPuOUpl5Q4F3SkA79z7JrNM3l7OPomcWfgt5NxDOwSUtQw6SvOntg4arXmBE5E/7z5L+j3vSxboMsBtXzKqP9eus4BF//5u42jJy8/Xw4UxIkwaDQdoS/1WPRwiNzl8zKWyYUuABeHM8YOsGQ4WCsyGXnlp7dge1H9jbb3WgcFgzAabLf2SOwe2G30aE8JpDRgfr7/4gOS0fipVxdO1Hs5jPseRS7v33Ng/eMn/LHhOXlv1odQXfU++njVPvtge+HHTw+zEbyZ8oOUwdddd90hO5mBpzD1O1tcfJLOHTpcDCr6QlhaRPlk1sr3ku1Ly2SOy9pRlahek03rlI/2WJSRZ5uDNWEyOIFGZy2TuHh9wS6Y1/bb2VgsgK4ljGQlEZ+6wZM/XWGXIRuIE5fk775b+UfOHGTBGAMSAvhkRwblYxmxML64h95sx0xiX5UBDRnL8kVnSO79V6hqz5Zo7d+h3kcBJAzF5XsKCow2CMV5/t0HWrG+UUz0yYmKZi1/Xt8DeZAHLt2jS3smUunXbyRl0oGBaabYGTNE3xUB4O9PZ53z3m8d2SU19mycAPRLgZvnJ3E4JwDRANTcQR984HwDGKOQ+a4Qd9GV9PiOyGNZac9m3JK1hj0pOkqMXEAPmGsAcMoUZn63QNpwOZmMdAR55dTwbMy7UWLtybxormfVC+pOz+3GH5YTNIRrr2CLl1bMgQGxvgBDAD7ZxA56x9kt9A1e7CriMZ4zJusZYgc79xB7G+Rbc3+z9Q89XRiAgGPuVAlMUGyE5lYijzzkXA/Mytr2l91vT4Ze2m6ozxyD56CitRV/XuvGsl4He7vspGuBGv8mSRkzWWibSjuVYIycYQbWw3JIZ2GmAm43RALdEpWtTEXAzAIXgYyf7Lh6GGG3x/p9Mec9o+8RYWk7mGeMACAIQcjPforUX6ftQ62fAEtfB4IORhm8JoKyuvl6bKysrawcG8hnXAYBR3+5Ncq4NHjwkyAiknvl13LnTQo3T1hLGJ3+jzGQlFADJOGGwIfPJep/8jVNlxfJl8s83/qGXuVl31pb7/gilYmRjCQU2JrIG/rXdawHub/II4julANbOmvlzKSkpaQdum7wkORQNcCMwBoZ5W3ah/g57PUc6Z4zygsmtu2W03QE63Wspv3ffApEt0OWAG0y3O+++Xy69eIp8bf+h/vr4FkjIAkQFp1dvkf9c1lsGlp0hucVHqhyY5V0z+R/yE7VWLpP9BgyROX8ZqH3CMsDxO+OSQG4glQxaUq25hHCohmJR8CJP+0gIhcrdQb/kF4IBES5/z49/Nl8KW1bJOrkp6ATAoRzKEbvwib/JqteWBG3Ej96mTZv0x27c+AlJOegCuPUbOEzOmXyGOr63/fEKOSgtIAlR05IvvTJqZW3tYTLshw92WCsOYkQ4BWjkdcGEyQktahIv9gG3JBrTb8q3QBItwDPPmRMzWtM8n6PlWovWRqTvrX1YLjy/nc/3xqZmqW9okt4FARYevwPhpCqtD0DMdyuaPAGKiYzbv9a3wN5uAdhuoQKYkjVvFAm4/wmyGlaSJUjAmvLB62vqNd9hOBYbz7EHF+3xxMCLBLgBpJiUnnteCvCMvS4oXwcQkbH+b8rioQCiOR361G8jF9zY9pJoeU9+RyQtLQjaAAA1jThfAT1KKGACpwlgBmydaEVlI8ufa8f8iXZNsr4HBH3w6T26hki+GyhK8ARKE2+815A0GV9976j8uANbzcBOABZsxn8GQuo6TVncbVKYybJzV7Zj9iRHGs46syUR7uxtQE0Nuvx0hTLMrBhA5cwlmIx8bsZCpZ9Q7DUbL+xOWI1ITFIAXBtPnBGzPGE4tqgXwM3k5nhXxAmaannEYtlH9p6JUx9nP2yeZDr2Lff4woXzdVgGuLlZurGMmbqpCLgZy4l9MWTIkGCONTfAw14mIKP50PNS7pnllpU0xl4ygpCdaxxKvtIAN5NsrKut1RQfTrAr2j7h3iwZGsijRgEE43rmYXnQbE+OPebYiM0BonFf4BtCxs+KAajIpC5a9JQ+AywNiT0LGhqbZfnyV2Tx889GvJ8MqDMZ0XBpQ3ReLiAmmi3871PbAnZvweZc/MLzCg4baOsE2u2+YB86ATcD2ThHxsr4Nllos5B/fkrtveKPLrIFfMDN3yE92gJEAH6W9jW544XNUiFXSpP00fkApsEYI1K5uq5VHSb8LWma5kIlzNxOVa4zSbHONMozL74vW7ftkOOPOzaqA9kZTcWYwkUgJTJe90vBro9Xy+A3rpX67IGy+YCpMqx8jqxpPk5Kp/66QzccClOV3cZgfcAtkZ3hX+tbwLcAFnADbl6t0hW/J17H4tfzLdBTLXDJrM9l0vheyhJNdgGYuWTmF3L5pMIgcxYA7orJhUEp8Aee3qN9hwLZTW7cCyAYCXCLNC/Oueq0H3u9VjPmC4ADwJpbTgcgjqhidx4wY1/RhtOZrEAcgJBDIs/Gg9Rk9uq7oubCou2sVXdLS+kZwXEme63CtUcAxNz5uzUQwoqxoZEIpZBzc/rUomCe5UTGFgRyvgQ6YRoCsOCgxl51U74KkqMflUAcONqXPYrD6Ng6+5Wfag4YySpUsNgpy8n3mesWqKyUrkNWQdD+ln+aXISaz23MdTHlDHQPl/uO/mGMcm9Fy+9lwDcyoJYf0asJjC1HfTcz0gvgZmABbDDSF8Bq6YnFmf8KVtaMW34mv73v3qCUYaJzsvYBEQAmCB69/ZrzVFIy1nvWAiDYbxQvLKVExx/r9TjQAYlQBDJwhzYAVZw5vwzsTQYrN9YxRqsPaPjMoqeCEooAPQCwJUOHdmCWRWsr0veW288JZFl6EoAFAEsACBhmsdxftEsqDuQb83Jzpai4nyDZaCwhJBth7Hlhcdp43FKQfL5o0dPtgD13Tj0AN95tCnvlRjST5Zdjv1AAC7kX3SUelmQi69OTrmW9ASND2a2r5sGzjoB9Y6tF65dnISpWjHns2LGyYgV5ggM5/9xAsNXle/bvv5VUB3KannafEDDjPsNG6zt4bioars9ht4Szl+v9Or4FUskCXQ64MfmHHl0gY44+Qo4YOSKVbOGPpYdYgAdv5rqF0jLsTH3BXfLFAfL0v2qleMT1yiggmvXyyb01wtUcJEjKPLhot87Qi2MkVUzhBNzCRRUlOtZoUXit7y6QN9tOk7FHBPSZnQXAjR9XDr/uCKtEx5WM633ALRlW9NvwLbBvWyBewG3ftpo/e98CybEAct9I3RIolexigBk54mD4x1o4ZwLmcNa8/oLeYZmv9DO4v0heTpv0yguAQF6LSacbsIYztOWAcSppF6tUneZSGzS6HWsB5hAlHIBALg4APCQrwxWV/mncI40n3KIOlq4qgGw331el0r03XBDIl4xShVthgj0UTnkinrECUsIOtBzH1gYSne6cYdHsG0//+9I1gFwKdtVsDQuaAa5lfvC4SqU67W95CrFXqLXxakcdw7M/ELeslZfrDYwmQt9r4X7C0diWUygZW99qB9Z6AdzIGQUYQIGNA0OhpxXef+vq6xR8oBhwaO/FyQhAtbYAN/Lz89S5bEEGPA9hZRBwQIBCVID1qXMVeLfnNGtQX1+f1Lxiia4hDnTAGYqlgeDfALMGyFhAgeVJhEGdSsUJkpI7CmAJIDbZYIblUYMlhn/D+sVegE+AKBQvwJjTfga4uX06theZR15ermfWHPKRAKjOnHkm8Wj9AgpOveSydsvoFXDzuvaWX89yyXm9bm+vZ2vRWT48r/az3IPIriK/WlH+sZSWDQ+ynwHjywCSlf1aooxL6sBkM7DN8haG6hN/IHtXn8tLpgVz1vIcUfWD9x+XlrIz9Tc8UuG3PKPieZWOdqs3eJ2rX8+3QKpZoFsAt08+2yjPPLdELp96keTmxPbimWoG9MfTNRbgwEtJq/pI0neUq3yIJYX/Rflx8vGuAfL/zbwyrMPEcnS4c6R1zejj78UJuHVWbrRogFu40TsPEUh8pGIUpQ+4xb/3/Ct9C/gWCFjAB9z8neBboPss8ODTu2XpqnqZMbWvLF1dJ2srGmX61L5RZV29jBgJ8NfWNMjjswd4qR6yDqAP+XuRowTo0dyQm75UVfhSOWH2vJ3S2tYmP7u0QAYURY4od3cCSGa5qIy1E08+jHgnGJDtWy5NY64PCaaZlJ6XMZG7k1zIF55W4DlfKPYk/+Wpx3wVVc9nnOsB20aVZskNFwbAtnCFoLtnVtQIuQDdBTAUQJegvLPH9VJJURQxIuUzxRlELryWgaNVXhLJQEo0p3y8a7CvX2dyjrHKSgEeAAC7QetY7QnjKa2huoOMqJd2TAoTwLqt12BpyymQnMVXS/1Zj4QEzJ15GwEQYY46wTovgBvObwAVHO1IwcFQiIWF42VenV3HHMT0A+AxZsxYZVY4ARfky7yWUIwle8d2vl872YU801h7L/KSgLsEQBhAlWqMH6fdKtaXBwE3s58BAgGA+C5pPPkOnXuyciB6XScv9XDuAwQAyCKXmMzcbda/3UP8G6ChrrZO5UzZKya1FyvYRlsAsdyTbmCK9UG2j1yFpaWlHQCySHaxlB7OOpZ7zZ2vz+okG3ALdS95Wcu9vU5nSZ7GajfAdphoFGRF+Rtm5UnjJiiAzN6msF/IQ4iPD3AZ8I2gh2iBG7Bk8/LyNMDAAl3s2cFvIGcmWOiRcvxCouD5y2+gk60e61z9+r4FUs0CXQ64kcPtttt/LZu3bAtpiyGDB8qtN/9Y+vQuTDVb+ePpJguYg4HueZltOWC8bG/aT0reD+SU+NHbJ8mRx0yU759/SsQREuF6+eTCpDhpusoU/OAtevqpoCZyZ/QbSqfcSz/Ow5Ux3fjxTqXiA26ptBr+WHwL9EwL+IBbz1w3f9R7hwUARGbO2xnMxcWsyLEIKHL9lICMOEVz7K5pCOZfizZ7Uz6gnduvKo5WPeL35HKbu3CX5nIDHOJv1BTWVDTKS6vrpK1N9L/9itLkl1f3j6kvpwMep39XO0GN8cCgkUtDXcLJYjMHrVtKMdQkycdHsZx42G3D5iZVpQhXAEWXrqqTU8fmBdf75t9Vat69cLn13G1Z0N3dN/YLvgPATAS4M6DO/ub/xx2WE8zvHGpcBqK0ZRVK09hrg/n1YlpYv7JnC0TKceilEZNTjRWwo20DvCM5CqONwQBD7hsLGiXXXyjWKAyrrHceUmlMZx469pregy0tUl3TKH17d5R1s3GY7B6AwIrlr8jmzZtTimkVzV58b0wg/nYHnCIjOGnS5A7SZkjpVVVVqUPZmFzWF+3V1dW1Y/uFA9wy31+oOTVhYxDwG01a0ZmrsfGE6fo8ALCx8TAG1GC68x3ZyQzctHGTOtgBMo2pZTY2cLrhG3MENrWXQAov6+mlDvd59uuzpPHkORFzx5E3zZiPbqlEL/14qeME3AAhpk69NAi4ebm+u+vY/RMuWNsH3LpmhXhWAYgSHDDm6EDQQFcUnj2r31wlpcMCrDXuFwIwYD4bG5Rx8awsKi4O5hR0jg0Qnu8A66KpWBEgQZn8rdP0uRFKwhllACSZUWfgNzGtZos+Xyj8m8AuiuYz9mW4u2Kb+H10kQW6HHDronn53exFFmj89E3pu+wa2TL8avl4W64srvyGbKtslfsPvFzW7ewj973fRw/QRF/4JXYLhIr6c7dCJIz9MJsGdE+IZvIBt9j3g3+FbwHfAu0t4ANu/o7wLdC9FoDl9vrahmBuXoAsyvEjc/TzGVOLZOnKWnnjvYawuboAUh58eo9eB8hGrjb+P2xIZkTAx8vMTVry+vP7KIOLcQDk8DmgEDnhlr1ZK4/+rUYWzh7opcl2dcgH1TT2OpXVyyx/LmS+tZgb9XgBQW/Z/5ilTC76pzgd0F4kJ7nG5DsBs7ZXBexiUu+wyY47LFdz5TlzXxoDsSAvTdeePGyU2fOq5PJJvWPK63fNnV9IaUmWgnYAfQ8s2iO0S+mVlyaHl2bL+s3NUrGpWWrrWxXUPZvcgeNC5w7EeYQ94gFxPJrer5YkC7CHc584V3O4EbTplYloUpKJ5iakHZXVqvibSls2HzJFgXMkC925Fp33UzAP3Yjzg1JcBrj13/SMZGz7l7YRqZg0Xk+TlcRRbcXNBnIqswAcmSMblgWBqpRQIB3vsc7PjX3iZrgh4wkbA6dvIDdgoTRMvDfsvjFgFBCVNYbltvi1d9qxyELJ+iVpe3tqxvnObn9bDnaTgqMhZ74lk87lvumKwt7P+GxF1HyLTsnEZEiLhpqbAW7Yxvwf+EI6S20o2fZlrIAp4YoPuCXb4h3bs/vMZFujgVbhRhRr/jXa4RmJv45r8Y/CPhtHrsDFL8iUCy7UvUFgxvJly7QOAQHcV8jLuvO0UQ9GaaT9ZGMPFSRi33F/U5B9drPgAOmcks3KcisY3PmL5PfgW6ALLOADbl1gZL+LxCywbekDkv/Jc3LB+/e3a+iiMVtkwyfvyc7KtfLLX0Z+4UhsBHv31Qa4oVO+aePGkNE3ps1tEV5EvSBJQQTN9Bm3pqyBfMAtZZfGH5hvgR5jAR9w6zFL5Q90L7UAebkeW1yts7twYkHwb/6dn5uuAAllQFGGpKWJwGRySgw68/giLb5hc7NndpRXk856uEqBNgpgEIw75AmfvXOQfvbBhjr5yb27dGyWX9hr2+oELRgiaTWbRbIKOuQJ89pOIvVwpGR8tkxgc6RVlgdl7nCcGKsjUvsGuMH8g6EGoLWntk2OH5WjduLfrBmA2+3TiuSNtQ3y9LJamTOtSL/7zWO7tPkNW5qVgRaJFRdqHEFGY1m21NS2yUElmcFcbwCjFANJq2vbNBfc62sapDA/TUHZkWU57cA3mEiSXbBPsNsAvNdvaZbLJ3VUCXGyBBPZX519LZJWmeseV3amRdUrAEautC8de+xt5FtbCwZJ86jLNF84jj/YbYkWY0GZPKHKklY8r3KkSEcCBCKjlffUue3uJ8B2Iv7tOgPcBi3/kd6L0ST/zOnbWUygRO0S6vpospEAZcigkbfKmdLAZPRo0x2Ia9+ZDCBtrF2zpgNTLvu12ZJevVnX3QIMaM8YG/Y5YJwVczKzFjwP2V8vf7Rb85tbwenNGnhxWneGTZ2AG/bFiT5mzDEd2Cvsv6ZDzlNwGgd5+ta3pbVfmTQdfpm0FZdFZJ4lOm7L/eQl3yLzWb78lajSi9zzbX2Hx5xb1AA3QBIDLuIFTBK1S2dc31mAW3fnKusMW8XbJqwv5EMnTTpHn1NOYDuWNvG1LVw4P5hnMdq19vzkebNg/mMKqLlBNGuDtinGvIsG1Ebr2ymB7q6r7O11j6ucMgAbRX+Lm/bo764fvBTNuv73PdUCPuDWU1duLxs3ch/SWK0HPGfhoLTjnb/L+5/3l2fSfywXnh7I+2Av7kMy/yFDCjfKf8+InIRzLzNXUqdjOvM0yqEyVMJbkyawKB0D3DjwotecqsUH3FJ1Zfxx+RboORbwAbees1b+SPdOCxjgBlg2Z1qxAJ4cNCRL2WTBvGkbm2XY0Ey56b5KSZM0ZT8dNypHQRQkxXvlpqlMIADBrId3yoxL+kbM+xWrJWFNMU6YWEhL0i/sO1h4lLr6Jrl4ZqVcNLEwJmYW1zrzCnnJJxTr2GOpH8zZdvIcaR00OqLsGOAZ9oBJyJr9eXG1AmjX3rlDuzTwkTM9thtQnCHrNzXJ9spWXSfAVc79FJPtBGCdd0v/mNeO9hgDIB4ArRfgkzHRL4DbuxVNctrY3JiBPrdtARdhaDJXm1ss9nfXNUagzm9ZbTtJVb4ryE+L2VbuPi6d/blKorKWsDgBQLnX5s7fJe+WN8nDcaxHInOO51rYYulb/6WOPZx85FLLffZiBRAsRxpOQEAF3kcBudjryZTUA5gBvKBPxkMuN0AzKwB/9Ol2POKoRNoQNlvDkBNVUnLIokAaBS9SlzC/Ro4apQBVTyhO+UOTP3OO21h75sgGCJl6yaUCK875nmo53swBTRsGCADAuUFIA84A1zI/W67sNsAf2L0wEZuOvFRyn/iurp2xE3EwA9ymb31LZUAtAOHDtoODeZGcY+8uhlQ4VRrsgM0sD5oBhgDTKhf8zkNB4NFLYEU8+ytwb74tWe/8QdIa94g01rTLWxhPm3YN84lHns4JuLGPYAZ1F+DWGWyfZANu2Ju95ANuX+1Wnrvk45v4zTP02USJ5/4n7x9SkNynkyefE5SEDHVfwFIDZOP/9GX+u3jyDcZz30XKlxp8vp4wXQhsoPCs1SCuRp6pd8TTpX+Nb4GUt0C3AG6ffLZRZt1xt+ypDkSrOoufwy3l90zSB9iw9SMpevEH8m76qVJ20c+D7ZvmPh/8peUGOfMH/96ub16Ey9e+JMXZn8rVV1+T9HHtKw06ATe03EPJczqTrdoLC5FllKmXXJaypvIBt5RdGn9gvgV6jAV8wK3HLJU/0L3UAga4OQGYcFM1eUe+t1xcAG4EayUD4IjUr5NV564H4HbHn3bL6nVNClqcekz4HEzuay1qmM+TCQDEu10AKnBituw/IWJOOWP9wfJjDQHWyJdnudyM/ecchwGix40MSExasTxsSDzGym5zt//A03uC7LZoNoCpCCPRAL+Hpu+ngFM8xdqAiQl45WU/h+oHO8I4wxaWi44xYSNy3WE7gEsARj6HMUhuQfeeoz4AIIAoACC2d7Iv7XvWDmYikpsmA8peb9N8iukKkJ56TK5+P2pYthxUkiUFuWl6z6VasdwxrQOPUnlWWEzGeEPmETnA9Oqtuq/jcdTHMl8cjQGQoVrBHUq4Po2hV3/UNVKTd5D0+8ePg10RrIrjMlyJN1d3LHOJty5gmBtUM0ZHOOe0gUc49y0XmYEi9pkTTLOcX/QzduxYZZ3gkHaDAyr7+f5CBc4o+CFgHpJbCAex5uDbs0W/IxdR87AzJffZHygAZzK7sLRaBh0l6/In6NiQkiwZOlRzJPGOHY/DPV7bOq+zvH7u/gFJkJaceMIRkrFxhbDP3ICvyed6YZ6FGiv3EqWt6OvSWlTWgRXcPk9oQJbTC5Acqi8LCOF+oD+9j4uGa3sa3C1pgvRntGKAG3ukZGiJAibdBbjxe8s+JPdVsooPuCXLkh3b4Zk2b95Des+bT82eWePGjZe8/HzPwQ8WLABDlmdWNKasyeRSj77pt7JyR5fljuP3NR1W+OmB3GzuAgBu0rsEjwHoUzoLzO+8VfZb9i3g3QJdDrjVNzTIXff9QQ4fdZgcekiZPPPcErl86kWSm5MjDz26QMYcfYQcMXKE9xn4NXu0BXiJKym/R84o/KtsbRwgu0++W/pueUHe3tpPTqr5vazYeYyU1x0oB487VU448aAOczVZiVRmWaX6AhngZpIJoaKTnDIdzEeTrBYVaxLYVI6Y9AG3VN99/vh8C6S+BXzALfXXyB/h3m0BY0B5ZaVZzreaOiABUSAhVpAr2RYFcFuzvkGeeiWQfw7gyWtRBsCO8phlsby2H2s9kwZCei+tTUI6Vwxc0rleWSxLV9fJduQiryoW8qkNLMpQxmEshX0AsyoSsBlLe7HWvWTW5woiwaqMpyClCdjG9SZxCSBGXjmAr5HDsj0BsTAEAQLJaUc+OwAzcs9dMalQc9PB4IMJOHlCvry+pl5q69sUjHPfA9YOc2EcSGkCnC1dWa9gIPcNUq609fjsATpluxetP0A8A8SZG/nwAOAotOEETeOxWbKvMec+LDNys1muLmmqViaTUz6yM5gloeZDP5nr/6bOx1B53ewanJmAEU19SiUjt7d+bEAdzngcmKGKveel2ruygUBu9kW0vHOWw8vYbABp+fl5Yjm23Iw+fAV1tbVSX1+voJeVUIAb+dtCOYsNdMIxjM1VjhQAbsfH0nzo+Qq+wVC0HHz/d+BUWfT0U0K6Bpzf3Z33PJJNcer32rlOwSlKKJlSZbutujtm5pkzeJq23YCy5kl88WpldvJd49jrJWfxNN3L8eSOc/dna819DaOU31Kv0nWsmbEkZ8+6TUGLrvZ5WB7HcOu6DzQ2AAAgAElEQVQS7/PRB9zitVzo6+yZxDOF4paQdOYdxIdGQADPhWjFgg8Az3i+IVMZaR+avw4Qvav3KnOxgINw4DDfwyA3OWSCyXjmct/7xbfA3mqBLgfcdu3eI3fefb9cevEUtSkg243X/lD69C6Ud9Z+IC8s+btcN+0yBeD8sndbgBe55b+dI9/a7xVJ7z1IsneXy6u7jpWT+gT0hHe2DZDyYx+WloyCsC/YqRy111NWz17E7CWEF5erpl0dPAg4Dwn6Y/plAmH+7q4fdK+29QE3r5by6/kW8C0QzgI+4ObvDd8CPc8CABIACshQXjixUA4vy+o2oAbrAbi1trXKuxWiIInJToayLOfj9ZuaFUhJxWL5qBhbKMad2Z7xm6wkdeNldKWKDRJhuZkUvpMhB1BlEpc2RxhqClzlpytDk71AzjljixnTz3IRch3ymNsqW1W+1C0jyb9nzavS7wHiqHPBxAJ5ZnmtvLamQS6aWCCLltco486Yd868iPQzaVyvDkCgM+8dY6AfChKWSLZSkM6EMWcMO+YAsNfdwKnlimLvkpcQZo80VEvT2Gu7NScfYCAgTrhi0pJ8b4wAJ/s1XD63VAXcjI3hzi/kZbw4lmEc1dXVyZCSElm9amXwnRQJNoopsMBO4n31vbVrFHCDdYZEm5vtFUkOLQA43SUNE+9T+UgkPilu1le4NuxdOpSKTFc836LZ1Nh9TWOvC3kPBKWET7svpsAPAEgYnK0FgxXQducdhL3FZ04gzkDLxhNm6HeZHzwuktXLk1PemKDYlJyILaVnau5GWG7k3AQsTQWWuNc1b8duP3mOSpsmo3QW4JbqfqFk2C5UGxY8cPakc5SJ5nweWX1n8DrBAqXDSjU3WyTWq/tZZsEDgHZuppyT+WtAcWfNN1y75ICEwRYOcHPKo0fLP9rVY/f78y3QWRboVsCtb58+8vs//FF+dNn3FXBDatIJwHXWpP12u88CvGSp5MkxeRrdefb6SdIro0YjCjl0UWpa86U6Y5D0+datgQNShALgluosq+6ztreeTTaB2lDdV6xY3k5mw37AebEZN36CjBw5SuwlqbteHLzNTMQH3Lxayq/nW8C3QDgL+ICbvzd8C/RMCyBpiLxeLPKNnTVTA9wkLUtlAGEnWX43d5/GGIIZloqyfIwXcCB9+1shHSsAnTCdYLMBvgHAAOhcPql3yjGeYl3veFlu7EVAtHDsOOwEsDZz3k4pgCVW1aIAsQFbtheMvXnPf/aTqTO/kNKSTE9sSZWHXF2njDVr19rUPHVDMxUM493slDF5CopR+CzePfibBbuUueeUu7zg9AIFwumP/ruj4MTHkd084jxJq976ZS63Aqk/9wnNr5aqBbZL2+cfSk1LrvTaf2RwmObEDCfDx3ve8mXLQubo7q65OnMNOZ30vHMuXPiYqqhEYuTBYqMNk/lDNhInNKwRJ5vL3mFh0S1c8JgCbvy9evXKDgyQaHJoZitjScLCaus1qB1AZQBJKGdyd+a4ghmzefPmsDaNBDbavE1K2CsbxZnvE6DI7IZsK2xAZUq/85A0njhD/20+HwX/YBAOPEoytr0VZL+Fk6mz8QGKAs61Fg9XWTsK1yBjB/jG/U2exq6Qr2Nu8TD03PcjAKJTbhYp07aCQQk/pzoDcNuXfXLmFzM/mjuIgHXl/i8qKpLi4n66zEXFxQrMhct7Z3KSzrYA9l5dsUzZbm6J0+5m0TInZw7IUL8t9nxE8jUZ90d3/X75/foWiMUCXQ64OSUlzzjtZAXYhgwZJPz9/IuvyLtr3vMZbrGsYA+pywvjJTO/0BfHU8bm6Qvnz+e+L3P6XRbU6U5/+vuS1VItHxy/UHZ8vlvGHhH4QYpU9uUf92i28fq9E3AjysZeCPLyA/lF6mrrlBrvjMDhELBp46ag1ILXvrq6ng+4dbXF/f58C+x9FvABt71vTf0Z+RboagsY4NYrL0clFTdsblbg4+Fb+ndg3pnUX6L5ymKdI2f0ROUajd0G68rygQEgAvjEK8UY6zw6s76x3IyhaDnenH3ymTHO+NxYaZFAVrve1gDACxlOcqFx/ZqKJpkxta/MmrczKNXI57Hmk7N2ybXWFUA0/QEiHl6aJW+816D7S2Unq1qUmefMGee0IdfFC/TFuv7Koil/zhODxtm2sTe7kona3NIi1TWN0rd3+xyQeQtO1/xUgVxPlyiAYcVymHVX/rBQ6wHrjHdJCmyPKVMu1L9hdACkIYeGdFq4guOZeuPHT+ggzWaOZ9osryiXzZs2aT6jaCwvmI+APl4BpVBjM/avgUrOOt0JuAFQlpaWyqTJ3wlpUlhllIaT7whrcwN/nLKrke41Bc7Kn5O67zyp1QyAs2sCIFtZhz6dOd2oC4swfevb0nji9LAML8Do3Ce+q5KRbgYb4Bd9AfoFcyGe9WiHoG7y9KXVbA7mdIz1OWL1aYe8f/Xn/iVhYMz2ZFtOYTDfFUBvKAYRwFxbcZmnPsMBbtgqvapcbS7I7kZg3Lrtsy/75H4x++cKgpkKVKhnLbKkBAQQuA6zzfKyucE5wHFKadlweWTeQxooYXku7dnGv0tKStoB6N0NuNmzL1L+RZNHb+3nbZ/Gew/61/kWSCULdDng5p48EpO33f5r2bxlmxQWFMiMn14rX9t/aCrZyB9LEizACyp5BYjERGIEyRQikf7fAfcGtcIDyWwlJjmPffnHPQnLok0Y4EbUzfQZtyrgRrQhhYhIDugkmOYHv6cVH3DraSvmj9e3QOpZwAfcUm9N/BH5FuhpFnACbgAyL62sk0Urajvk1XLKMQJKIEHYFQXw4L9+VynTp/YNC4J4GcfcBbvk3fJGeXjGV+NOBpDnpe+uqgPLDbBqQN8MmbtwV5CtyNxfX9OgwYUAS8iYHjQkS9asbxRpiy1vn3suxhbjc6csZVfNOZF+DBhkbz/49B65fHKhMuneWNOgICLvhRQYeArI5acpwy6S7Goi40nWtZaHzwuQmqw+wwFuTqkut0O+ux2xNnd734RhhoOa906cylWVleo4XrL4BQFImzRpckSwLZotcXzTvhVk3gDmopVo+YeiXW/fh2N58H7tdSxe+/JSDwc+6jXkjcLZH6rAXguAtaHzAHKNAWEwxNp6DRGc5uQWDeU8t9xsLUPHdQAwaUea9ijLFCnJ5tJvdRiScz+bChLsU/KvhSrBsXlgzpCPD6YYEpfcK4CsTpAPGyCL5wStvdiZOgY6qJzlAROUTZdI0b108hwdI3ke0ys/UlYurEBjBNIn9s555aaIOSCd4wgHuLWX5CzsABrCSGSf0B9SoQry9Rqkn903f/E+qTplzxtjtyFZa3K2TpsTIABQxvOOQHYrMHO5L4eVlilL97f3Bb4bP2GC5n50M33pD4bu2jVrNJDASnc/5+0eMnZvPAFBidwr/rW+BVLVAt0OuKWqYfxxJdcCmkejJFOlZMzJ8JNh82Ti8I0hkxNH6p2IuAXzH5Nx4yboD1Yo2nZyR793t8YPdMX68mDUjeXFIyKQH3Xs7aat9xSL+IBbT1kpf5y+BVLXAj7glrpr44/Mt0BPsYATcLMxu2UGX1/bIHPn7wKbkXtu7CeXzv48IgsoWXPHMcI5HaAIxhTMo3iYbkhlMvY504oSAu2SNa/OaocgwgcX7VF7kWcN5hZMra2VLZoTbVRZlryxtkHWb2zS7yiR2FxexwkIRb61GZcUeb0kZethO6RGDWyDJdYrN03337sVjcoAjVVS1YBOgD1y1B07MjesbGuihqGvm++rUsnUcEzVRPsIdX04wA3mQM7LN4k0VqvknJOpZI5YJ1OiM8YWrU3Ya+ROI6gTcI3xrFy5Uv8GZIP1QQGQw/GcSIFBR+EdNlL6A8AKCuAF4EYy5AbDgVfdFSRMvyal2T9th2StntuOxcXeQWrRS24zbEQBkMrY9i/NfSg5BdJaMEhahn1LWgaOlqx3H9agakoopp/XdaUvy+0WlKOcsjgkg8vkKeumLInafDtQqWCw1J92r2SvnhvMNYecJfMjh1yshbYBEhu+cYfkLJ4maU3VQSWnWNsKNWc+y35tprQMOio4PqRQMz5doew+Y6Q1Hh+Q6QxXwgFuxqhDllPBtf3HBwFT1hT2nrbbUK39WQG4fGB1m9TX10eUgo3VBqlcn2dLbW2dMm1hosFqs3yRkQB+rps18+f6bAIEBxCvqqpSsBIwDt+bFUC8UKxUN2vZJC25rquYzCoxWzxc2noNDjwPPluue4Z7kLPs/MXVMqwkU66f0ieVl9Efm2+BTreAD7h1uon9DkLJy/AgnrDhcmn72oSI0VShrOdkZPEDFU772Ld8fBawgzlXW2JpH3CLz5b+Vb4FfAv0fAv4gFvPX0N/Br4FutsCoQA3pBYBUch1BvgGOIPsOjKCl0/uLTCpyPPG35EKbQAADSxOl5GlORrcBpCxfnOz1NS2Kvhz+7SisCCaUybxml/tUDUKWDuxMNM418+eV9Xj2Ffx7gtnfkDsz1qSLxDbO4vXNYx3HD39OmwHA/DC0wvaTeXm31ZKTV2bApXOgp0BN6trW6WmoU1OHZsb3NewAMl/x3636PrOYIhyX8DUe21Ng9wyta/QL/KXSKbyzgtoGA9g7WUtwwFudq3m4kLO7qxHg80ZA8OZK40vcRQja9ZVxd4vnbJrTok0HNCmtuIeE87+jPV/k5ah4z3l/nGySXBkhysADBTL9eUFdIpmL5VnbKruIE3YHYAba4+c5NixY9VxDzCVvfquduBaNDDLOV/WIa1ma1DeEKBS2U5N1VqNfwNikqOprejrMUkSuu0K4GZszSAoePKckLKSeU+dq0yraHnerA9AqrTGPcpyk7Q0nYMyyQaNlqy3H5KMiufDsukirT/jaDrkPN2jyvJbMk3ZdJGYg+Hac0tyWj0FF9c9LvVnPaIfAZZSYNXZOriBY+yX9c7Dui4UADfZ8qbkDjlU0rf+SzI+W6H2ULDwSxsreLhxhfYDu5C5tGUXaF2KsfcAKCnPyLdDMrKi3S899Xtl6RYXa75JY+l6nQtM3oryj5UJZ4EIdi0+t9zcXFWXCsf2dbPZ7NnqlOf1OpZY66kE8wePB0F13U8nz9H7PmPrW3oP2nmW7/i9dv+Ox9qnX9+3QE+2QJcDbiYhedghB8ulF0/pybbba8du+QhIdK15A9Y3quRHvC8PvBzxMu+Ul8F4RpMneiZaMW1kDourVv4zyLziuq6K5Ig2xr3leyfgBpgJi7A7JDCSYU+f4ZYMK/pt+BbYty3gA2779vr7s/ctkAwLhALcDKTCIcHZG7DtismFwfP2g0/v1txd4ZwVXA+gNv/FatlT2ya19a06VM7rgAKUAUUZmi8LQADGEEWl/WBo1bbJ9Rf0VqYOkcgAfxYkB3AEcOEFsFC20ryd0isnba9gXyVjvf02ErNAKAAXcO7m330V/U8P5Dk85Zg83fOwNMkPB0gN+Eld9jwSleFyxcUzSpP3vHxSbwVYec9FHvPySYXap91rnSGpFQ1wCweeIGfofGeOltMrHrtEu4YxWN4iC+QEZHv66adk9aqVEZltsClw6EaSFYzWf6jvaReQApAEICpS/iGv7RsTyC3taQoylq/Oa3uJ1LMgZQtONqlGJyATCqSN1qfNEfk4YzoBVGWue1yBn/pzn/CUSyxaP87vATLbsgs7MM9sLPGwEwGYkGIErHPnmjPgKdIYAdUAnFjrUPn7FDTj+xHnB5rJKlA2ULSS8+I0Sa/eGjLHnbJZF1+tTTSPOE9ZZ4xVm/9gobJcYR45GXrUMdahsuDq90jGznIFzZCFZIysW9PY64ISn5ZzT/PfDTxKMra9pWNPa9ij1xior/tn61t7FeAGoJWXnxcMSODeBQRzSkXaMxW7J+InC0ckACwPx/R1s5YtHQy5Lzuz2L3m7qP5kPMkrWaLfgy7+qwbt6pceq/8dA3ESpThH+q31Njlseax7Uz7+G37FghlgS4H3BjEO2s/kNt/dU9wPKMPP0yum3aZ5ObkpNwqffLZRpl1x92ypzoQuUMZMnig3Hrzj6VP78KUG28iA+KFGSmbd8ubpCA/kKTbCi8PA4syQtKCuY5r1pY3yIXfLNCovwtOL9AIP0A7Xkx4IbriW2mS/Y/ZwYMGBxy0uDk8RyvOHzUi45zSEz7gFs16sX1vWu9c1dPZgz7gFtva+7V9C/gW6GgBH3Dzd4VvAd8CiVogFOBGmwALAGuAYm4JPQO/wuXsQsKRM3h+brrKOG6rbFXnBuWgIZlyxaTe6vynnZvuq5LSoZkKsvFvJPyq61ple2WrtuHs2xhvtOMlXxiAw2OLqzvko0vUZv71+64F2JM33Vep+5N3S5hsmp5gcKbU1LfJgOIMZYKSB9FZnHnfjCXH+ywMz0RAN8C+9VsCjFH2uzNvG+0j/8q9VrGxWYFv7ify+/3iymJ9H461hGOXRgPcwskDOgE3c9Z2pXoJwBpya6HeK3EswxAJxUQDEKMAZuDUBdBJRKbQvQ4mkWifW/6hWNfLXT9vwenSfOj57ZhNONYtJxMMPNJjTLngwqBT31h5icppOsdCnwQqX3nVNdIvu0GUCQbo4xhbOCArmg1YE8sjFq1uMr7H2Z+16u4OzDMDfLyy29xjccqK2nfhZEEBtNO3vaUAGwVgTHPSKcOsUOVcnexSA62cfbp9X4B+gFpmS7uG/d6y/4SQLEHGjGSlSJq0FZe1Y/YZgNow8V5JqyxXMC3j02U6ZmPAtbS0SuZnyyWjpVaZeEh3Agq6g+DJdwej0YoxQJ1rH5DzfFj+mvEd+fjzph4tKclzatWqVbJ27bt6r5qPkQAFylXTrtY8bBSeqTzPKDDd4r1v6Yf+ior7yTOLnvLkezPWsj1PbSyR2Lyx3oO21w0gZh/AeoQJ2Tj2epGsQknf/lYwr6BkF6jU6fL0/9BzqP0WW85bN4vd63j4LeSsy+83ct1ryps00AX/Mr+tXoLCvPbl1/Mt0BkW6BbAzT2R5198RR798+P6caqBWQBuc3/7kFx/1aXytf2HdsYadGmblqMhVH4Gkj//eXG1StIArhGVQPJvi5i1gQKeOeVteKjiMKBYlK7zb17qiZp1HkoCB5MC1fmNVjiA8kOHvCE/ZmOPOVYPpxzcS0pKevQPe7S5d8f3HDYWv/C8bN68Wc6fcmHcB4juGLu7Tx9wS4VV8MfgW6BnW8AH3Hr2+vmj9y2QChYIB7gxNgCuRStq5J4b+3cYKs6KSeN7BaUKOW9v2NQknNlxRHAmH1mWE8xVBXg3oDhTHRNOgIH6Dy7arUDb2eN7aX2uR0ISsO/ZOwe169tANNowOcpQIACfXTLzC2UW3fOf8eV+S4X18ceQmhawfYhjra1NdI+t39gsw4ZmKquNe+eNtfXybgVSjunt7iEnI45ce4nkvnNKZLnfg7Gc3V/0g5RrWpoEA1cvnFjQQTIzmrXpryA/vUOgazTAjXY1t87A0cpCgQHTXPotfWfm/Q4HMnJmOHZxHOfn52keIvKpdWZxS6B57csAMfMZaF6vouHtQA2vbYWqZ3nbYABRkgW4Ib+H89kpJegE3IzV4pT5ZI1GjholoRhwrN2mTZs0pzqFvHf8Hc3BjlwdBWaOAiMfLNRxkX8NcIWcawRDNx1xiSepzkRsnei1oWQlLR9bvDnXwo0p1PpZ/1wD8ETBt9Wy/ziVZQTMQrIROUlnAdBEhtEkH2GjAYJxHcyx3Gd/oNUbkXIcNDq4Tsa4CzdGA91ayDcHAPJlMZYrIB5gmrZ9wvQgc03H39gsaZ+8Ir03PKX3k/N6Z3+AgQAsFNiFoVSpVDrz2Yvl73sOlifWZfRo5SnLjWY2cAJafMb9WtQ3kEOVnJPJDEzXe3zjpqj3tI3NQLaSoQGfaDLHQh+A86yt5WtUYLZouDSNub4dCGz7je9aDhgvv3z/uxqYYr+3ptQQSdY81B7nt33Dliaprmtr54/mDItkOkFlyE67FdQSfc741/sWSLYFUgJwe+jRBfLiy8t1bj7gluwlFs0PQSQghQg85GUK8tJVRoYXaaJS+YxIPPdLBA9JIveILqQQVcALO1ELlKWr6jUyl4ffKWPyZMPmJv0csI5+KzY1a9Rt6X71qjHN4cIOHe4DQriZhzukc4jMy88PeTBNvhX9FnuiBXzArSeumj9m3wKpZQEfcEut9fBH41ugJ1ogEuAWaT5E8W7Y1ByUlSRwDoYarLbjR+Vo3iivhXO5ARV2DUDBsCEAdNkdmqH+zHk7ZfKEfBk1LFsWLa+RYSVZeua3+hasN++W/nFLz3sdv19v37SASTi6GaBua1hKBOfnfDbr4Z0KgMXLNgPkRgEG2VXA6sPLskLude6F40bmyDPLazQQlYh+3ovJzeiMwo+WGxFHo0q+1rd2YI16AdzIT2V5lXC61592r6x8/1N1EP/X9J/J7393rwwePETIg04hsPUHUy+VkSNHddoGI3AWVoZXYA9wgzxaACoUA1SCkpnnPKGsIHfhulDKOSanB/hoxSQAYSThTObf8eTaCmU0QJa0xup2zCNANpPONMCNnEsEEb+6Ypnah8DiH115dYdg11AScuHqOsfjzBunQGzxcLVb1jsPtRt2MqQ0O23zOBrGrulV5ZpXLH1HuQJe8UhJRhurM7ef1TU5PZVe/FJCMr16i64x+zLjs2XKEnPvS/YkOa8Aq5SVllOo+419yneWB89YhwaYhwPBoo2d7w2oBnjn3nHue74HcOPdprBXrpfmotaBVbf+rZfkrjUDejTgxn25fNkyKS0tlffeW6vPxNKy4YL6E/dpXl6eVFVV6r1K4XkaL7MtqlGjVABw47mdl5un6V94thr7znkpew050LTqrQqIhWKlwhxGKhTQOPB9m2Stukvw1fIdJZJUrO03gOjv3lMiBJlYPluThyZAxivTfO6CXbJ0VV1wGsitc9btDJnmRNfBv963QDQLdAvg5mS0McCeJCmZaoBgtAXme/TkeWk+dWyevFveqNGBJtPBS4Ox06jrRTrmmju/CErQcI2XyD23pjz/Vg1pD8XkEKbPuNVDbb+Kb4GvLOADbv5u8C3gWyBRC/iAW6IW9K/3LeBbIF7AzZwVBLpV17Zp4JxTzq6zLWsMI2c/znxwjAdnSLxyQZ09fr/9nm8BnGyAT/FKQnL9NXfukDQRzbN26jEBSbBQhf0OuGyAsqm4eHnXtfacgJrJTfIOPnJYtrJJAeZQmgklNWnyWbQFqA7Y7by3vABuMJnIRwYokFn+nIIsu477b2VB4ECGxeFkQ3R2AKvJn6FU48yBFGlnWm4t6uDEbcspCDqKnTngNa9bwSAFL0zarqXsTGUaOQsACpJoyFFSDGAjvYWT1cZ6zV9SHUyNEe/dYzKHjUdcpk0g+7fmw/+TR+Y9pCwZADQYazAMzXlvfYUCPw1wczNuorFaWHP6m3D8URr4rLm+sgoVqMKxbnKKyWL2xWsvr9cZm4pcY+wR3R8n3+H1cs/13DKVAGPKRGvYI23Fw1Wqkc9MYtFrw+xDZZ6WnimAdc2wDPcfL/SXXvmxsodYm0QBUN3vlR+HVZJKNuCGX++Tp26SueUjejzgZrKvCxY8pgC5FfK0wQy2UlRUJN3pm5w96zZV/SodVqaAW6gUO9zf3CcGsPOcbO1XJq0DjlJgGIYrYJwxfJ37mN8PGNK5T5yre77hG3PCpgFS6d/sAvlkzN16RnXnbLPAF357+T3j3xT3b7qlM6INSCCwxSFv+AFdXp8wfr1UtECXA267du+R227/tRx2yMFy6cVTUtEmEccEG++LHTuCOeeamptTfg7n/PSL4BjPOjFPLj27l/777sf3yMtvNsh+fTNkZGmmvgj825joefTQzn/21To5cHCmHHtYx4jYUAbJXTtPsiqelz2TAlES7rJl82aNGDn0sJEdvvvrM4tky5bNcsUPr0x5W/sDTC0LqGSCpEl2duz5E1JrJv5ofAv4FuguCzQ3t0hjU4vk53n7veuucfr9+hbwLZC6FmhsbJHWtlbJzcmKeZAX3bpDLv12QGniob9Wy59v6xdzG/FewJn/ht/slIOGZKhsJCDBghdr5Zp/L9R3hx/OqZKZV/SRkaWxzyveMfnX+RaI1QL/fK9R5vxxt15m+3XD5mb5+5sNcum3A+/Ff1/dIPf8b0A+7d+OzhGuYf8nur8XLq2VZ1bUSW19m75zUz7f2RKyXd6v579YK7N+2Ef++mqdbK9q1b+ttLS2Sl19sxTkezuP5Hz4uGR/+IRUn/GQ3P/wn2TD+gpt6vIrrpRhpaX695urV8mzf10kt942K1azeqq/vqJCHnzgd3L7Hb/yVJ9KuW/eIzkf/a80DT1Jasf9ot11vV66Vlr6DpemYWdIwQuXSMOoqVI/cqoUPnO+pNcEJPT2nL1QWnt9xYDrM398u8+t/basXrL7u88H27d94vSXeB60oyJ+j5w184KfNB70Tak68sfy+ML5Ul9fr5/DMnzrzVX679zcXBk8pEQ/h11zyqmnt+uWNfrL/y6U7/77+cq0ufuuX3dYx1DjvPmn/6lr/fWCPdLr79fK7u/+TSUCsze8IIwJmzUPOFJqTrk7eDl7/q8r6mTKafnxTL3Tr8l74xeSuf0dXeu6426WxoPOSHqfzvWr+beAbbBf9Tcflpy1D0vWxleldtxsaRo6Lqa+81f8l17LOsAYsgKziH2dUVUurfmDwvrLvHaGbZCAdPbhvLapuUV4t8nL9fYcidZv5ra3ZdMz0xVwi+U+j9ZuV3//0tIlUlFRoT5H/l764lepb/7fTf8lv5wTeBZ97/sBGdBQfkvnmFmHvH/eLvWjr5WWooAcbLLKA/f/Tp8VSAJv2FAh117342DT2Rue12co+4pnKGzb1l6D9L5nHOyLzO1vB+vzLMjYWa77j3sqvWarNBz871qPz9qye7V7noabw9qKJrnlgV3y1B0d5dEfetwxZXwAACAASURBVKZG3tvQJL++rq+eG2vqWuV/busn/A7zu7d2fbMGpFDyc9M8n3OzMjOTZVK/Hd8CnWKBLgfcOmUWXdgoOd0A3W689ofSp3eh7NrzFd21C4fhqSsO9svfbpI/vVAnV0zKl0+3Nsu538jVh5iVT7a26L/365vuqc14KxX98xa9tOrYmR2a2LmzSu6Z+0s55tgTZOIZ3+7w/R8feUAGDhwc8rt4x+Nft29YgBdTSkZ65+7vfcOa/ix9C+ybFmhta5PW1lbJzPCB+31zB/iz9i2QuAUSOY/8en6NfLqtVZ3/I76WIT++IAAQdFXhfcL57vDkKw3y/BsNMv6ILFn+TpM8eFPvrhqK349vgbgt8PnOVnnylXpZva5ZbpiSL79ZUKsg2C9+FHB8z3qkRvf0fkUZ+u7cv0+6fOfkXJkwOnEwmfdt2vzmcbky5pBMmfVItfTKTZMfTs5vd29dP3ePHH1wpnzvjDxZ9q8meWBRrfz5v78C3Nra2qSlpVUyM72dRzJqt8p+L18hew65WP7++SBZ8sKzMnDQYLn4B1dITm5ATq6hvl5+Oec2OW/K9+TgQw6N277hLlz+ykvy9r9Wy7U3/NRz2/1fvkIa+x0huw+f1uGawnV/lJwtr8ruUdOk36s/lsb+h8ueQ36gf+8edZX0XvNb2XHSr6Wx/xGBd8DarTJgyUX6d9WxP5f6wSdKv1dvkJb8QdLQ/0ipO2BisA+ebU+8Uq9rkshzLXfLP6Tonz8LtktfjPOf+d+Wxxf8ST//9qTvSkNDvWzbulmOPe4kXZfFz///7J0JeJTV2f6fkD0EQoJCCOCW2IokoBZwKwEXAtZW0PYDxE8RA1UW0Yr9FIlSK4h+FQRkqZVF2orBfirYWlm0QtJWBf4uBKrWBKpCWCqJkEASsv2v+4QzfTPMTGbyzrzzzsx9rsvLMHPW3zlz5p1zn+d5/iiHDx+UO+78aatxg+G2rW/LkKHXyznnnS+/e/EF9X7eiB/K5Vdc7ZKrPl+5/c5JSnADn4Oj3mmVt8f66+TEBbe04vz8+pPq/Cj3kli1Pu2W9HyC59HvPxuQ7mGNJX+2RtVdn5IpJzJ/LF0+/F/FL/ZYmWB+qy66w+e2UQ5rAXU6J9Sb/NmLcuqsS1R7gUxNTc2C3zYx0f45H8GcnNowSZ78PFuw3s4774JAdj8gdb+x/g/y5b/2SUqXLurzpz9z+JweP/at5A69ThY/+7T6zP78Ye+8buEzF/fNJ2qPwZy6mvf2Dgbno126pAo+5+edl6n6pxP2u6bYjhJz8pBE1Z+Q6ovGy4nMWyTmWJljX0Re9C2h/K8u99n29GvuiyekWZql4M7/iMm6nn/8q0HwPr5vH/l1tXoZfxd9dEo9R+J7USdcTLllaNtGIMif0sm9xXp7xsAyJOBvAhTcfCTqLLj5WNzS7NoNBhp1DoZuaUdOB96E+bwr3+jaTQKC/06eMs3RNQQPhc933NyAO4Tc3CFWd5vthTgBupQM8Qlk90nABgToUtIGk8AukECIE2ivS0kMGzGdEGcZadLIzo7YGMFCArd3E574Rk66iDEVrD6xXRLwlsDMZRVSUnZKzs+IUTHNkxOj5HBFk7LgnDclTcWJgSurK7O9O/Dztl1jPrjUenhppaSnRUvHpJaLsMkJUSrMgw7voN1Lwr1lwYQuKm6cdilZ1xDn0iWlq77AvVxTcg85ftkM2bTxLeWGDFZSxgS3kkjeunz0ZcxwzVZZUdHqN74uD/d6iDNlTHDVp90fwt2ec9JhKuA2Eq4ztZs0vA5XfPHvPiQNWTc6zhzgrg+uNWHx42i38gvlXtG5/jmrKmVXWb3a2+AWDTEzvdlzcebSLTVaJo1quXyg+6jjJWnXjRX/9Y5y7Ynkyh0kwmhol3bGcRtjvg0cMEi5kMO5SWZWluTljXA5Hca4b8kH/qLcxjm7jkQ/m+CS0xAPb8ysIypeIT4jwT4/crfOsEaQXMXr82VtusuLNQM3fNrtJtqBW1DEawt0cheH0J/t+tulJPoGV69TPh7kcl37s++BqAtnjvpzqc8j4ep1587trT5fiHdZc7JGfe7aSnoPgJWYjo2G/cnXhL0Drm+xXxnjr2HPRpw5JJyTYh+Ay9XYz15R7nXhPjdu50LpcHpfdBXz0te+eMqP8EUIY+TsTtJYZvSsIyr28Ds7apTL5MxeMXKkolFuGtwx6M+1/mTBukjASICCWxvrYVvxe3Leeb3l3N69VE5YtyHZ3R2mjvkA/7fd0mKCuok5HpyHLXUZt00/ROLhf+yt42TDhtdl5Mib1f8rjh6VtLSuMmbsuKAFJeWWEboEKLiF7tyx5yRgFwIU3OwyE+wHCYQuATOCG0aNwwykC3rFqIP3YCf0B6LEyFz7WUAEmw3btzcBrF3Eaps0qpOcONmsDglx+Gd1nBgIanNWfauEDSR1ANkzRol+OiHe20ubqlX8uesHJcjo65OkubFenn6pRvbubxDEdmwrqXhUXxUpMcpd2rH9A1m37mWZM3eeJCQkqlhjiLkGcc5sWr5siUthSMeac45X5Rz33VX7ONzXh8+N5+RKzD/WCeJ6NWTeKHE7Fqo4WXq8EO8aLh4t0Yc+VK839h4s0V8XqwNp50NoCGzdUjvI+3vqVIz6tZuqVYzKn439j5Whc3+0MAp3uxBLkXD20eFoqYqXBLFGjwmCFy4T4+BeszbWp+fBOR6TPiuBGFBTU6PKeyu4oS5v1gD6oS93aLHRynihZteZP8vruFenri6Q2E9WqPUCYdgKwc2f43BXV6AFt4qKlvM7b4QpK8bbVhtanEY+VzEU2yrv6n3E4mvu2EPtU7gYgNSeWImoRwnjqRcK1qPe99DnwsKXpLKyUhBfDoYJiKUGgc64ViHCBVpsw9i04OZJpMeFhpKyehWTFXvlwsJjKkbbc25imraHO8uQgN0IUHBrY0Y+2f2pzHvmOUeuS/v1dcRvs9tk6v5gE7vriW/k+oEJjptWweyr8SHTVT9wQwP+knG7ZPDgXCkuLnIEdX5gxs/PuIUXzLGw7dAiQMEttOaLvSUBOxKg4GbHWWGfSCC0CJgV3EJrtOwtCYQOARwUwqrt+kHBcU0FUS0nq8VtJSztnC3r8Lv+7e21Sni7IjtOrvtejMx6vsUl17zJaQILOE+prd/hKKstPMaMuVV69uqlRCFtNWF2JmE54uypBiKYtlKq75/fygOOs2Dmqn19sAzvOaeuKnDUpcStr4taLEKGLZXovX+W6K+2Se2PX5XYj1cqwa1u+BIlhjWmt7asQzs/nHFIIDLBYg0CGtYFLjjMm5oqF2S0zBHmw3jpQR80QzAdNSRJxuWd6U4Nh96Jr/9Y9em19/epsw5nUQ1164N/d4IbxFDMFcQ2xH1DcmeVaKxLMa38ok3BCAfiSAV3pcq982HF3Cw5mS3r634PoqPZNWL38hB49Vqze1+96V8gBDd8Jqe9m6oEKwj2/to/vBmP2TwQtCF2zyrwzlWkc3v4fMe9N0fqB9wvHSr+qaxJkSDqw7ot7m9z1OcPFrXNHdPl1MD7veqy3ruxb8TCWq3yi1YXBbQQr61l9Tpt6DOmlTWcV435mAlW2npPRFF9OeQVD5dAtKAPa+BVBS2XE7DHYq9lIoFwJUDBLcxmFg+I1bXNcvhoo2Mj82WIePiN2/qwNPYeooLqwpwet3mc3T34Uie+dPDl4+pm3Yb1r8mOHTukZ8+eUlZWqqzYYMKNpG9r+NIW85KAkQAFN64HEiABswQouJklyPIkQAIU3LgGSIAEzBDQ3msQdz05qYNc0DNW3i+pU5ZvcHvoLrXlaUaXg+vHmpMnJTPrQnljw+tK1DGGemhP37WQhwPhi05uU+cKODyG1QaSstaIS1ZnDRDDOlSXq8PqhotGezyUhsUWDq+NLtaM/cPBs07eCiU4+M2f+2/lEu2F9VXK8vCKvvHKkrdfVpwSnF7YcFyJn5NGdlICLcS3DdtOKovJ+8ekKNe/2iWoMy/0CWP/d9y5SjRzduuJ/LBcg9jpfOFYH6zrOrV1myv3kzqPtpZbUDBVHfjjLMfTQb+21NNWbTgc31B8QvaVN6gqMb5AitLPFh5Trua8ceHp7VpEfef3jGklDHhb1pgv0C4s29MnM2UCIrhtnio/fzdBBl8zTDZv2qgsZAPhotbMuN2VNetSV7sghZtbuHSUuippuHhMq4sEznuStnyrGbvJrWvU+K0PSdSparU/Yg3Gv/uwcg8sEiXNyelyuNfNUly0VQbnDpWzT32p9lVXlrv+ZqaFM33ZA3vDOztrlJWb0ULbuV3ssch33YBEimz+nhTWZ1sCFNwsmBpsPm3dPnPVDZjZ3pSb5PVDgn5QRF3e3Hhz1WZM2ZuOWxnG9135OW8LHb4YoqoPKfNm59truizcTEBow4M4/JEj4QsaKVS+pNviwPeDR4CCW/DYs2USCBcCFNzCZSY5DhIIHgEKbsFjz5ZJIFwI/HVXjWzYWi2Tf9JFHVhql5RtiSGJr90i9X3GCCwfkGApEVVX3crKa/fuEmWZAjEHv839IbgZ44h1/nC+xJT9WYlksAipGbtZcO4Qu2OxNGb9QMUdQmpLbPNmLmHlhv/QnrcH0EaXaBA3kWBtiMPl32yoUm49mxFrLzFKxf6bNaGLzF39rcDSQ7ud1BZyruL/YQ6MseXcjePBGfefEQcLglvRtm1KqEPyRnDTVjtPDDricLHpTqDEGF7eVK1iCDq7hIPlyvu7a+VETbMSI9uTUD/KI06i0SoGdaHNfQfq1UG8tnbRrjnb0xbOzzomRMkV2QnKXSws9AruaomBGIopEBZA7RXcjH3Rf2NusRelvT9TFv29XuLTL1axxfyxf1g1X0/O/aUMGDjIbTzEtvoB61XlujG2kxLGnN3konxiYZ66XICLAtH7iwWx3bAPn7pqlnKFa0yoS5U5bRWrrXGN57TOLk69sWRuaxye3tcWbfrSAQR6nRDCCK4iIW57cr9rpn2WJYFQJUDBzeTMYfNRvmhPNilf384JX/pv76hRMQ483T5DOdR1pKJJrsjGbap6FagXDwnahL8tc1vcDMLDIja69gh86APEMVi21V3ztMRvmqrMoJFwOwxfBm1ZuuELAg+3HY58KM1dLlQBinHrw53PYjxUIj0y6zHBlx2SKxcLJqeJxSOUAAW3CJ14DpsE/EiAgpsfYbIqEohQAhTcInTiOWwS8COBhsZGqT5xSrp0/o/7y5nLKpQ1lqfYObCUwG9y7X4RLh0RywwxgXBIrBPcP2rrK1hbmQ3tACurDRvWt8Qr2zxVCT/6XAF9wYEzzh6QIAbBasO5T37E57EqWKlBXNOuzoyZtXUhznK6pUUrl5NIOKeB8PDcg12VoAM3jFfmJLh0K4nxN6Zf1srqxVWHXLnghHgG8dIohBYVbVOWiO7OTVSZLz6TB7q+JY2ZN3i0btMWK+dnxMhzM846o1v6XAqCm7Ng1tb86LMw5ENZo2in29V16Lh5xovjYN89rYNX7WrR1NgnzMsVOfHKIhQJ4kAoJVhdYgzg5kp8g/CB1yGY3jo82StO7gQ3zDOsZo9UNsrhyka5aXBHh4tbCK8QW64f2LL34HwT/UL7+Fz8pMvLsuSNXXI0qqvyVgULTuwfoZBcidze9lvvYRDOlHXuaTe3zuUhiCE1xyc79jy4l4w6cUjtfQ19RquzVohsSI29EGuySGpuec1RFcS82B0t8eCiD3+kLhOovw99pNznQpBrT5w4V2PVn1t8Jrt1iVbWu5hvXDq4Ta2zGPnNhuPq8oGOQ9qe/cFbzsxHAqFKICiC25df75c5Ty+WquoWMceYMnp0l9kzH5CUzv95+LMz3DGzjqgvGp3whQPXDtiQ9MMZbj3BpN2d1Rm+3PA+XBSgLnyRvVdSpza0k6frxsPBpFHu3UXouG3axYE7ZvDhjeTKpYDRvzhuUuALRPsc1vXh4bjxnMEuTZ+x2cd8tk59ORgTHujrhj59RpeMbiYQVBXWbggEHCpfznZel+xbCwEKblwJJEACZglQcDNLkOVJgAQouHENkAAJmCXgSnDTHm5wfgABCOKCszUPLr9Gf1WkLC90jDP0BWLbqaFPOSzdtOtCHYdJxwZy1W/8jp/zxC9lwoR8we94V0kLRVMmjReIfDhYhqBmtLSCZVuH6oNtujvcu7+h3ReKveGOi8tHKho9ukRDPThzeW9XiwUcXCwaRZAX1h9XF7FdWYLF/X2OGqdyD3f6gnLDxaMdZyo4d4HVy7Lfvqp45uWNUG0YLQ8PHDgg2Tk5MnbsOLfx3vRYwX7vx8Xys6xPVZvNyhWd6wSx8b2SWvnpyM5uGUNMhGjliwWLPrRHzKbqmmZ1rqWFYS2OQeTDoT1i313QK0YeXlqh2rl+QKIKkwJxE0IdLAo9XT7X7JulWfplxslNuR3VYCFYGdO6ud1CxtpNnyWi/+AD0atfVqxMHNnZwQLjfn9PnVqHsKw8PyNWRg5J8jhGd4IbPgM4g8zsGaOsBLGW0R5E5vd310l2Zpx6H/MIq9p95fWyZUetyv/M91+XtZv+n3xw6D8xJe1wiR4XB2C5O2zYcBk46HLHUoAouHPHdvV5ghtXT3udq0+N2rcqSyXqRLmyFlZ766GPpCk53eNnDXXhAkSHii/Ungc3uy2f/U4i8cmnLeWSldGDO2tfZ2s2fZkBAp5RoPNm3zPuafsO1qt1A8H17yV1cmVOvBJg9Vk3zqOvG5ToEHW11dtdc1o+Y64uK3jbB+YjgXAlYLngVltXJ4uWrpB+OX3l4ouy5I03N8ukCbdJQny8rFxTKAO+11/6Z/cJGd6jZx2Rn47spEztcRMEfq7xZQf/18YHN2xEI3M7Kks3Y9JCGf4PP+Goo3tqtDKDx0NHSWm9snbbd6DhjIc3ZZ5/slk9GGl3B6sfPcvjF6y6NVFXLfAX7Jxa3DosUi4edNJBdrVpM25huBLQjOIcrODqripQlm2wlmu4aKzLwMRGNxMIAgzBDcmsv/iQWTzsaMAJUHALOGI2QAJhT4CCW9hPMQdIAgEnQMEt4IjZAAmEPQFXghsGjUP3DcUn1fhhkYDDeWMyHtAizk9Us6hYQBDhcLDryq0ZLK0GDhwoNbW1Ksa6FoB0vfp3fN7wEY739CE23LOhDH7bp6alyR3n7FPWF57iFXmaPAhCiJXWVrw6MwsAloI4U3Fm50udWiBxJeoo0fPQh0r80jGflAehPmPUPLTEpRssC//RWzGDqIaE+FJw0QemublDBGcmZ9V/KaVfHZJlhZvcWrihXIdv/iGTvp+mLBs9pRavSrEeL3fjrOmFDVWCsSHh3yfqmlU5o9UbXseBPf6DFRSEmSv7xcuu0nolnuFAHyIOWEEgRswnY/gVo9Ub8nZL66DO1yC2uXM1qS3w0C/nC+5aRHp0QhflYlLHqHPmgT4gXp/zWZ0v84/zvJlLK1UduHBvNqG/ECu1yAXBQ1n8dY1WXJEgKCYldHBc0sdrmnn1yWYlIp+obVbWaeCN+r57brSse/uE3D6is3RMilKuUWGxhLp1DD2M5d5njio3oNqKSQvJ72yvcawVPV/jvvuh5DYukoWlfZR1G4QuOwhu2MeQMjMzVbga7FvFxdvkgswsZSGK/Qsx59BXHauvw9FSZYmmLwbgPBRnoIjRpoVrxGTTMSjr+010edbpzfzrvUBbu6EN7MnYK+quecqtkYMxXpuyWM68QRp7DzmjHxBi3yg+oc6Uc7JiJSczXs2pTlj32F+dk15DWgDHmnZn3Yo6II67cqXrDQPmIYFwJmC54HbseJXMX/y85I8fq7hCZJsx/W5l0fbJ7k9l4+a/yH1TJyoBLhSSs2k3vqieffmY9MuMVbdC8NCLDQpf9nA7WXBXqhqWvhGg3UDiS+5n41JcimWuzPixsc1Z/a26xYabRviyhWDnygoOD7hIjefkqttlSK4erHHbAsmVNRpeRz0tPtGLzzBX1q4ocVMDvom9SfrGlh2+jL3pL/OEHgEKbqE3Z+wxCdiNAAU3u80I+0MCoUeAglvozRl7TAJ2I+BOcMPhOKxf9u6vV4frEDGMSXux0TGGdGx2vB776TqJ+eyVM8QwiGWwqIIlm45vBBENB+kQfSorKlT8dbynxSEtwo0Zc6uyJoHlSE5WTxl5fEm7YrNBSITFDoQeHBJDxPGnhRJENtQJIeGuJ76RtjwFebMeEMfNVUw9HX8J7PE3LFy0OzlcXNZpQ+dpUnqgQsacFtwQcmPCrbfIZdV/FpSFKIDznP01SfLk59lKMHAWQ1EX5u+i+g8l75qrHW4s9fkRxqutxbSFZFvu4LDGJjzxjaSn4WJ4vOOQHqJYclKUXDcgUVk86fh36IMzB7SFPuiL6iMHd1RWgsaEdtZurFYCMsQhuOvUYp27WIVY+y9tqhaIas5hVdAm6oRYgPnee6BB5k1NVZfW9x5sUOdnEKUgbiFBcIUw5W14FqNYCIs+WAYhQdLAGWBb1mbu1pSeFwiIJXtPOfqG9tSl/spG1cfqk03KMhEX9WEFuqHohOw72KAEv7Wb/iOkgCXmvLqmSQmYrpIW2/R7ENNQryc3omD7m/VV0vnYxzIu5hfy6D/6S9++2UokNuuS1pvPW1t54C4S/SkrK5OCRx+Tl9e+pPqGvQwXBJC0+0t9MUHvk9o9Iz5v+NzV98+XqLoqVQZ7Zt2wpe0W2pz73eIprFBODbhfWbohGd39OueH4KfbN/6NfDg7fqOo5fOz90C9soB0FmV1fXgdlmxYG9hrIZrhM6zFM8xvoK2L25pDvk8CoUwgqIJbl5QU+fWK38o9E+9QghtcTRoFuFAFi1sC+gtOm83jQQCv4SFR39K6/9YUddOnrUDH4AALOWx8ENSMfrYR8w1f5qgTt35cmdprq7b6gdOVb2F8WeggwpoxzKLjdi5SNzd0QGVX/J3dTiIPbljgS8JVgFBPcwhXB7tLSuhCMlQXegj0m4JbCEwSu0gCNidAwc3mE8TukUAIEKDgFgKTxC6SgM0JuBPcdLc9WVjht3ocYrmlXag80WhLDS3gOF/G1ZZVqampUllZqQ6tYSGiPdIMGDBQ1q17WTIzsxzeabRLSp0Xh93TRn5P+pT/rpUHHW8x69AdOBSGFx/8W3sS0nXgQFi70NQXmn2tH4ICyrYlOnlT75xVlcryC+KdUajQ8ZcQewmp/qLRLXHv4U6uY7q6sIwYd2/++3z5oLyDnDxZo8RO8H9s4k3qvAUH7FJfJfFbH1Z1zCrLlZr6KBUjzzlBqLsyrkSuv/0RhygASzaM03j2hDMqiDTeuIOD2PP2zholmsFF5M9uTVHiGf4NAQgJQg9EK1iLmbF4gRepYQMTHJfJtcgEAcqY0DbiS0FccBaanZlocQihXHTCHOH1pIQWq5+2rOmMdeozPwhf8FAFiz70DyIVuK7fdrLVGIxrFtZnnlxk4oyw7ECD23mBGL2r7JRyn2m8cK+FOrQF4RBzAZeQxraKPj4ph76pl39+1SQ5WfGmrPrQDsZaUvy+PHlOgUz5eJDcNPJmZT3mq5tGbz5fvuTR+xGEP+02Urm5LStVn6u0tK7qby1a4zwULh5hpIDPJmKqNaVdKLBwgwcvCOTa6xfcv9b++FWPopgvffU1L0Q27NnNHTPU3oB4btjTsZbxOW9uFocbV1hGjhuRrIRRJKwJT2vP174wPwmQgHsClgtuRpeSNwwbqgS2jIx0wd9vbdkqu0r2hJSFmyu0rgQ3baWGBxw8FOhbBng48OYBB19kMAd+cnKasmbTPnSxoSK5C3KL97AhI+GWBIIR1w1fIgmv/lgaLh6jvkzga1gH8vRGNFM+yCu+UAKbFuBcWcy19cErLFyrbsfRhWRbpPh+ewlQcGsvOZYjARLQBCi4cS2QAAmYJUDBzSxBlicBEmhLcAMhWFhB9EAMLG+tdHCgHL2/WB3aIkH4gQhU8q9vlEUbXK5BWEtMTFQxxfA34q5razct+OgDbljAJSUlKguSh67vIr0Sa9x60HE1qxBRYNWG8xMkjAcefbSgiPMUjA2u8PCevnyMy80QUGDBZIxjp+sxCmA4mIaAh7o2FJ+QwxVN8sppd4lmVpo+83Hl2lOfm6B+iGdwWxdT+qYjfh3mAQLAoh0xji5ADPhB72OOi9GIA4f5kbhk+Uy+I0s27ZNHZj2mLHaMCWLn/VmfSu/bX1QH8Ua3izhsh3ely/smyBvFJ9t0J+kND8wNvDk5W6x5U9abPDrmm9ElpI4Rh3OwggmpXosIEO+SE6KUGzyIb1rQRT+eXXtMdpXVy22nvVQZ+wYRDOPEJXdtFYczOYiLJWWn1PmcUfzCmSDqh7iGBO5Ym3A7eX7PGMea3negvpUlHMQ0xEZzZbHnDSuIvh2TOriNt+cuhps3dbv7vMJC8C+X3OKwusL605au7a3XbDlcDqioOCqzCmYL+gMBUFvljhp1s5Ts2qUuDUAghLtWo9tXnHfinFQn7I3KiAFief98FW/Rk5EC9peFLx9rcZ2aFScX9Ijx6LLV3VjxucU+hxiGSHoPQ9y2xvTL1D4NgwpY48Eo4+Ut1Upsg2Xo29tr1efel7iLZpmzPAmQQGsClgtuzhMAF5OPz1sg5QcPS6fkZCl4aLqc27tXSM+TtkBzFtNwUwd3Zy7oGSMFd3VRQWFdmdK7Gry+rYIvauMNHrT1zs4aZcbv/ICjb2DoLwfUC1/h8OONL5SYf7zi8FUMH8QQ0LxJxodF5PelrLF+fAkagwJ70zbzkIAvBCi4+UKLeUmABFwRoODGdUECJGCWAAU3swRZngRIwBvBDYftcCGG5Er0cUXR6MEGIhBCReBQub5fvhhFNFhcwf0ahDT8PXhwrhQXFykLK2M8di3Goa2l3/9anT+gLm+THgOEEGcRTFs6jRuWrNwA4jD7iuwEFccO4hsEDuc4XfqCso5BpeOMQRD5T0yyaVpSugAAIABJREFUWtOWPnp8cF0IqyJXB904KIdgpt3VGZnAwmZfcaEs+vxcZVEIy8I7J+RL9/2vt1je9B4sUdWHlAUOXNuhnmnvprq0JNKCW6/Jm1QT2iIKZ0+4/G1M/rDs83ZuzeQDVwhbmF+4r4TAijnPuSDOZ6FPW0ZiLUCcMlrjoR0IkkbxTJ/vYU1CjEPbOrQL6pqz6luZNKq1VSPO7+asrmzlwhFCMOS3k6fdXGqXl9rq0Cgqt1e8NFp9uuLtb8FNn1NqwS1u68Py7FcDpMs5fR3uZs3Me3vLGkU/o+CmLe9wYUBbvl3YtVliPn1FOlSXt4qzaBTXcH6Kzx1C6BiTmv/V3yrxHn+/X1In7++uU+474QpXu/DE5wyuTL29CKFdwGp3umhTx1ZLe3+mSH21RNVVKys8nO/isgWScxzD9vJjORIgAfMEgi64mR+C/WrQN3B0IFjdQzw84sbMc6f9ZjvHf2trJPrh09tNVLuShAsDPOgiIO+poU8rtwJ4LeGP45VpNG5owL0Egvh6m/Bg3qH6kETvfVOZWMPk2tcEVwffHzxE3ShhIoFAEKDgFgiqrJMEIosABbfImm+OlgQCQYCCWyCosk4SiCwC3ghuWhjAOQTiVRnjdXmiBY848IbTlH6JiteO3/f6bKCoaJtyEYekrUQgsE2ZOs1xYI1LtDi8zs7JUTHF8Lc01UtB+p98inVkjF3l6mBan7NcPzBRxcuCcIEEIeSpqanyAtymRbUcOiNpSzb8reO/6YNpbTnn71UEIe+9klq5MjtBiTk5mbEOyxTtVQjnMc5Jx5CqGbuplas6HPRDcIOlGs5gYB0XdaJcWbbAhZ+zJZGOpffExZ9IYv67qhmIjujHTbkd1WVtiFQQLF2Jmv7m4a/6tEtL7RLSW0HZ1/YhTkK0xoV2HYMNrHDpHZZtEP08eZdybg9WRhDatPimhResE6xxxF48Utkktw5PVlZRWsjztd/e5ve34IZ2Ef5mxfk/lYTzv6csw579cqB8URklz8xf6G23/JYPVri4GICzRi2uQXCDeP3i6pVnCNTarS46AFG7bujT6qy0w9HSNmO0YX+BxSLmGJa2sCrDa1gfT01NU/EHsZ7gchVrAO9h/iHIQbSFZSbyahePOm4e8sKrmd6jdOxDxDbEeyOzPpP8xDkSVV+tLkd8mHS7+jyHinjut8lmRSRgcwIU3AIwQdhIXfllxo0V3JZpr89cbMAImuqNWbCzFRrMoLEhwxpNJwTs1Qn+f109+AUAj6NKfdMED+hMJBAIAhTcAkGVdZJAZBGg4BZZ883RkkAgCFBwCwRV1kkCkUXAG8HNeA6BQ/DuXaOVVURb5w+IJRa/aao6L8BlXKhWCEOBswNtCQKRDdZssHrLzs5Rh9pz5zwug3OHqgu0+lAb78EKLrniI+ny3qNnWHNpAQKz59wvnHf8ZkOVR/eOGBcOsPVhtDF2mxbkdCwtCBiIhYX8WsBDHrgFbItJe1eXFj11ebTrHNPNXd0QPiGoGc9ltOCmy8A6Totz86vGneExSAtuS66pVB6M3ImY2v2oN2dL7WURiHIItYIzNW8thXztgzE8DCzfJo7srMQPrCm4j8RnDOKK0W2pN23gLBCWeYihZUxYvw8vrVTisS9CnjdtusoTCMENlqdjan8umSlHlSj894bL5Pe7YywT3FrisqWpvQqiGhL2J1wKwL6FvQlWo3v27BbEdMN7OuFMFOI1LhnU95vo1Zko5gyWbNhXIPx3T+ugLNkgymJ+jdaJWC/3PnPUEecQ+w7OirudLoN/44JEx4QoeXtHreoW4gAePtp4RughvT92SoqS3/7oDSXEv9N9vrxc8h0l+v1pfnp7lwXLkQAJBICAJYKb0W1kW2PI6NFdZs98QFI6d2ora8S935Z5uBEIvjhidyxSlmv40qu55TVb8dIP7s5feLbqJDsT8gQouIX8FHIAJBB0AhTcgj4F7AAJhDwBCm4hP4UcAAkEnYA3gpuxkxCWnlj9rct4VK4GA5eG0Yc/lFMD7lfxiuqGPtXiDadjuvxyzbuSltbVEXsd5wtx782RhZ+eKxnnZMnAQZe3snZD/YhJBiEPlnIQfXAgDUEB4oW29tCee/Q5B6xBIGrMm9I6Jpmxvzh0VofUWXEu50S7HjRalKzdWK08DV2ZE6+szSCYBCrpeGkYKxLGjb5o95We2k187RZpyLqxlQtOzREuJLXloRbclp66Qyq/rVIiAhLOWApfXqv+v2R4vWLvTsR0d0k8UFxCpV4tuMGCDlZIWGuIi7Wq4OyADQFrpqS0Xq7Ijg+YEKw7HwjBDWss/r05MjztXSXYw7ptYWkfywQ3CGqIYwhxTceWxGdCxzZEKBuIcvrSgHEiEa8t6lSVI84k5uKd7TUOl6LaTSQsDyH2np8RKys2HJekhChJTuygrEYhzGLdYP6MsSJ1O/o9xIp8owgxI1vENOx3sFqDpSkE1yv6xsvhypa90p21mt5fsHdekrxH7lzZS9UXKIvdgC16VkwCEUDAEsHNmePKNYWSkZEuNwwb6nirtq5OFi1dISPyrpX+2X1CBj3MjWN3LFZm/biNZJcUv2WqSGyyTwGKrey7vnkVDDNzK8fJtoJLgIJbcPmzdRIIBwIU3MJhFjkGEgguAQpuweXP1kkgHAj4KrhhzLA8OXGySQruSvUJAWKNRVWUKtdqcFl2uNfNKm7bOcf/JhLbUeRUtcTtXCTr6m6Q/adS5cCBA+r9+TkfSofr5khj71wVCw7xxhC/TYsYIwcnqQNmnSBqQPyCW7aOSVECkdDswTHqQHtw/adjY+lYWa4Ow30C42VmY+gQbXXnjVUduDcl91AxmZAggoIzhDa8DovDhj5j1IVqiKJ/qrlK/vx5gxLcNmx4XQ7sb5mHC1Ob5d5rz1b1wJ3k+T1jvPKS5OXwwj6btprU1oqTRnYOqEhrJdBACG5Y77N+tUfWXnyPWqulZaWWCW76XDE1NdUR9xBWtjrhs7Lst68qwe2mkTefEc4msXC41A+cLh81D1NuGXXSMR/nrv5WCVoQ1eAiEgIckhn3jc6GFNrKcfWjZ6m6XXlLM64RHSfyp6M6yZhZR86IW2nlemJbJEAC7glYLrjB2m3+4uclf/xYObd3r1Y9+2T3p7Jx81/kvqkTJSE+PiTmzWjijxtE+IJxTtjk4XPbioSbTwj2CbNouBAwupC0ov222igsXCuJCQnKnLu5uVlmFcxuqwjfJ4F2E6Dg1m50LEgCJHCaAAU3LgUSIAGzBCi4mSXI8iRAAu0R3LRgYBR7FhYek25pLa7P3CWccXSo+KdEVR9SVmqIbQQRDWcMONdoSs1Ssd7ebrpGXtt1QlVzwyXd5UfyR3X+AJEufuvDykoO5bTVGfLB8mvc8E7yzvaTsu9gi/UXDpyRtEBmdrZxoP3errpWrt3M1mmmPNw3zpqQqg7tPSVwRwys+j5jVLbYj1eKxHVUDE8NvL9VUVjmHNq9VZ78PFvFcVu37mXH+xem1MkdN+bK69/8SNYXnZTnZnQNuOWUGT4sax2BQAhu6D1cvRb0f1Xe/zxGcjv+QQlucEELq7JAJi24IV7bjp3bZezYcY7mtLvIBfuvluaUc2Xaj/opa7bG7pepzxkuBOBiAM5Nf7+jh7IGhYtVWAbr+JCoTFs7whLt0QldVP3+dmlqFOnb4qX3deyXC9cdc8SnbKsc3ycBErCWgK0Ety+/3i+wfpsx/e6QcSmJGxENF49W/nORTl01Sxoyb1R/40ZY3N/mSvTXRT4FCzazBOD3G6kh8weOm1Fm6vNnWfhyR/BSnQYMHNTqC9GfbbEuEgABCm5cByRAAmYJUHAzS5DlSYAEKLhxDZAACZgl0B7BDcITLCCQILohwaUjEg6Mr/teokdRSl8ubo7tpM42cLkYF3yRIKx98U29LCrpJvhdf8c5eyX6qyIVB06nmrGbBGXRB7hk23ugXkYO7qjaRN8eXlohcLN22/BkFcPIGPvILC87lYfgCN5a5MSBuaux4twIQqVOYAwxwFVyxHGrHCUSk6QseJDG/ORmySx5Qj4/7wmZu+l8JRZ4ElftxIl9CTyBQAlusKZFXDPsE8uy7lZCMESwzKysgA4KMSV3bP/A5UV+nI3CJe7CXWdJXO/L5O5+tRLz2SsqThs+P/r/u6/bJm8UnVSWbHBnq109wtr2yOnXEIMvOSHK70Jbe+GMnnXE4YbSVwvm9rbJciRAAr4RsFxw064j++X0beVSEt2Ghdual14JqRhuiYV5UvvjV1W8tOhDH0pTpx4O15LqhtI/1qlbYHjwrLn5Vd9mx8fc+qELfpPxYGaVVZ233dyw/jUpLi5S2TMzsxw+4L0tz3wk4CsBCm6+EmN+EiABZwIU3LgmSIAEzBKg4GaWIMuTAAm0R3ADNcQd2lB0QsUvQ5yoZmmWn47sLG/vrJF3dtS06RrNKAKdvP3vAreHEN0QTqNp432y47wHJbXXxdJ377PSmH6Zmiici8DtJM4k4NIQFmw6hhks2nTSlmhX9otXlm7hmnCAX1JWr1hr6xT8feJks3J9iTmCIDlj+BEV+w5CGywL664qOONMB8JG99Ro5Xrz/DcHS2H0eCn6f58qdHnDR8gPMhuVJeIvG9bJlxWJ8tyMFjd1TCQAAoES3PS6RhtTe66Sdw4csUxwg5Xb5CnTWk2wdruKfQrhdvD/2F0r1N6F81KJS1YxKo+f918yav2tqqx2Z4t9CeKbVS5o27MytZtebyxn21M/y5AACZgnYLnghi5DWFvy69VS8NB0h1tJuJp8fN4CGXbtkDOEOPPDDFwNeBDSbhuNmzpuS+gAt/X9JqpNHoKbLyIY6pP4ZHUrzJsEgQ+3yk5dXWA7V5Lo/4L5vxLtWzkzM1NGjrrFm2ExDwm0mwAFt3ajY0ESIIHTBCi4cSmQAAmYJUDBzSxBlicBEmiv4AZyEHRe2HBcuXN8amqaQ9yC5ZVEicybnOYA7OzaDBYrCa/+WJ1jaGsrHTIj8bVblPvDpvTLlGs27UJSV4a6YFGH2G2TRnWO2Ek0uoB7f3et7CqrV9YpEBlxuA9Xdfg3REln4RFi5QsbqqRgQhcV20lbKMKd3E2fXyfvVGfLq6VJkpHRUx4alqY8L0FQGFf2ktw0uGPYxB6L2MXj54EHSnDTn3WIVkc/3Sm11X/0m+AGL1mwos3LG3EGjeXLlkhqWtoZnrPitz4kHQ59JDVjNwss3bTw1nDRaKm/JF+dm0KY/lPiY/L7z76nXEkijqSdRTbnwfvihtLPy4jVkQAJeEEgKIIb+qUFtvKDhx3dnPngvdI/u48X3bZvFvjSjjpxUG3oKuht6oXK37ba5E/7MPem9xDy8NDqi2tI5yC73rRjZZ4HZ9wvd07IF2MQUyvbZ1uRR4CCW+TNOUdMAv4mQMHN30RZHwlEHgEKbpE35xwxCfibgBnBDaLO3v0NckGvmFaCjj4kv6JvvMAtGcQdWKQ5W03gbALJOT48zj46VHyhvPlAhHO+YKyt61YVtLizjNSkRLP1VcqaDQl895XXS0npKZk0qpOak3vnH5VRQ5LOcP8IV3ZzV1eq+HZHvm1UFnIXZMSoen5x5Wb519ZVKl7WhclV8rOsFku3+rMvkeFbHlNCqr9jTUXqHIbLuAMluIEP1jP2mF1FH8irm9ZJ/piR0mfQNabR4Ryxb99smXDXxDPqguAGt5XOYhxC/9QPnK7C/eAs9tSA+yRu5yJHqB9cJOhwtFTGL+si436YHrbubE3DZwUkQALtJhA0wa3dPbZ5QS2UIVAwbhfpmG4QzxCUs75fvtsR4CEVZs3NaVkSv2maciMAP+kN5wwR3MRoKxm/VNrKa/X7On6bFX6crR4b27MvAQpu9p0b9owEQoUABbdQmSn2kwTsS4CCm33nhj0jgVAhYEZw8zRGLeh0T4tWQg7+rV2rtcUmpuxNZSWCMwtYujX2zm1VBOJdTmZsRFu3GYHAHSTi2Lly8wgXcXDxqWPt6XLadRwsbyCQIiZbt7RoJcIh73mbb5Bn92bLdZ0/l/4plUr0/Pu/0tT7f5qf3tYU8v0IIxBIwU2jhMA/e9YDcvN118nVP/iRKcL6HFGHpMG/y8sPSPmBA8qFKsS4MWNulYGDLlfx4+K2PizNHTMEexMscnFJAIYJOGfFees/ryqU1J69ZObSSrlpcJIsXHdMfY6w/zGRAAmQgD8JUHDzJ83TdakN/bR4pgMFK8u3U1VSN/Rply0qVw1/ulOVU24n66qk4eIxSrRD0sKdu+5qoU9/qQRgWKaqhF/l5cuXyDPzF5qqh4VJwBcCFNx8ocW8JEACrghQcOO6IAESMEuAgptZgixPAiQQKMENZGGJ9tKmauXWsFtqtERFwQqrS5vu1XCGEf/uwy5jjWnrOcQqCyU3bcFaaZoXLNmuH5To6IYW3PQL2u3k6FlH5LbhyTK66XGJ/rpYmjumS901T0tpzXkyd/W3kpQQxfhtwZpMG7drheCG4UMIuzE3V64ZaS6MjD5HTEhIlDlz50lh4VrZuWO7IozL/DhjnPqTXPlOUqU6b4357BXlUrVq4Cx5uqif7Cqtl3nnzJLspD2yLzlP8v96jxLX8HlD0ta9Np4ydo0ESCBECVBwC8DEIZaaFsoQWBgJr8WU/VndOHJOia//uEVoi01W7hjgRlJbwsXtXChR1YekOTndrViH+nCDI3bHIuWj2I6pqGibbN60UX1JMpGAVQQouFlFmu2QQPgSoOAWvnPLkZGAVQQouFlFmu2QQPgSCKTgBmpwVdgxqYOycltYeEy5P8TB9K3Dkh0CEKymLu+boNwUwjJk3LBkh8tC5bbyQIPkZMapSXhh/XFlLRfp7iR9WZGwgDtxskm599QJcwFxoOxAg1yZE69iTWm+7++pkxfz90v8lqmOUCQQ6NZvOylPTU2l0OkL/AjJa5Xg9uj/3Cvnn99f7pp8phtIX1Dv2P6BrFv3siqCs8RlS5coCzckWL2VlZXKExd/Il3j6tRr+ix1wZ+SlMXopJGd5evi9fKTa5Plvj9dId3SOsj1A5NU7MS1m6rPcJ/rS9+YlwRIgAQ8EaDgFoD14Upwiz70kXoQggAHcS368EfS2P1Sif3sFYn5dJ3qBWK8NaVfKs2xnVr1CvUhqKcOUuyqy8p/evVBqc1bGoARma9y8+aNgtspk6dMM18ZayABLwlQcPMSFLORAAm4JUDBjYuDBEjALAEKbmYJsjwJkECgBTdnwtrqLbNXjEwa2UneKDopb++oUSIcXBoiXpPROgSCHUS4kblJyiUlrKzw/qRRnTl5XhIAc4gA40YkS8f4KPlgT60SLSFizpuS1qoWbRGHeHBDapZL/SX56hwJbjw7Jkadkd/LLjBbmBOwSnB7fna+xJ+VLXfe+zOfib6x4XU5UH5AWbDpc0QIa3dOyJcXV69ULiR37tyh6sXryy7ZrmKzRX+9TWbvHi/ZWfGydmO1NIvIK3O7yV1z/i3du7bsWca4hoitSOtbn6eHBUiABLwkQMHNS1C+ZHMluMHdAmKs6S8CmDrj9gWs3hp7D/ZovWYU63Q/8JrUVymfxHBB6U2MOF/G4O+8q1etUFW6CnTq77ZYHwloAhTcuBZIgATMEqDgZpYgy5MACVBw4xogARIwS8BqwQ391e4MOyZ0UBYhcHeI145UNirXk/i/dnEI66z3SuqUW0qdn+4kfZt1CAIzl1c4CiUldJB+mbFyRXZCKzeTOsPMZRXKEhExqGDNs6+83qcYfL71jrnDgYBVgtvix6ZKWmq6/PfPHvUJ2+7dJUpUQ3pgxs8FnrIqj+yXim+rJSo6RhDDDZZuq1etlAMHDkhUU7082qdU3jp/rbIOxf6EBJF60qhOSlCbs6pSYA1K95E+TQUzkwAJmCRAwc0kQFfFHcGDUy9sZZWWWJgn9f3zlciGmGtI8LVdc8trHnsBizi4nYRY15h+qcqr3VBCrDt1dYFDzNPvB2BYpqpcvmyJZGZlSV7eCFP1sDAJ+EKAgpsvtJiXBEjAFQEKblwXJEACZglQcDNLkOVJgASCIbiBuhaBILBp95CwZkOcMcQRGzUkSR1uz1n1rYwbniwdE6Ich950J+nbuoWo+Zv1VXL9gER5e2eNjMtLVhaF7hLm4TcbqiQ9LVpgrYNEkdM35pGW2zLB7RfTJTHhLJn08GM+IYZFG9xIVlZWOizczjn+V0k4+wJ56x8nJSOjpxLicL4I67aLzo6VISnfyryjT6oLACMHJ7VYiCZ0aNUuLEI9fZZ86iQzkwAJkIAXBCi4eQHJ1yzaIq2p+6WtXDwmbJ4qTck9lODWcNFoFdATVm6nriposwkl1g28Txoyb5Tor4skfuvDKuabxHeSU1cWKHeVNWM3neGOss2KLcqAoKkw/R446HKLWmQzJCBCwY2rgARIwCwBCm5mCbI8CZAABTeuARIgAbMEgiW4od8Q3TomRZ3hfg1x2jYUn3QMDZZWPNQ2O9O+ldeuPFEKFogQQplIwB0BqwS3534xXRLaKbghFA3ENJ1uTD8g15wv8uB7PWXAwEEyduw45Wpy86aNMrxXnUQlXizX33OvEp3pIpJrnwRIwC4EgiK4ffn1fpnz9GKpqm4x9zWmjB7dZfbMBySlc+s4ZnYB5k0/YJEWs/fPynoNAplOzq4m8e+mbpc5rNY81a3EutQL5dTA+0XFa6v4QuoH3H86QO6N0qHinx5jvHnT70Dlqa2tkYJZM9UNFVi5MZGAVQQouFlFmu2QQPgSoOAWvnPLkZGAVQQouFlFmu2QQPgSCKbg5o4qrEbunX9UbhuerGK3MQWHANx5wiouJysuOB1gqyFDwCrBbcnj06W5OVnu/cWTXrOBZduWLZsko0u87N570FEOghv+m181Ti5JOijXRb8rnxxLlef3XSiPfHe3fNrjf+TqH+V53Q4zkgAJkIAVBCwX3Grr6mTR0hXSL6ev3DBsqBVjtE0b7lxNetPBuB0LlRvK2rylyn1kff+7pDn1O0pwQ2orDpw3bQQqD26oLF++RPlaTkjgjatAcWa9ZxKg4MZVQQIkYJYABTezBFmeBEiAghvXAAmQgFkCdhTcMCa4QXR232Z2rCxPAiQQGAJWCW5Ln/iZ1NY1yIw5z3k9EG21BnHtzUM9Vbnv9ugkgxP/JZd1LlMevmrqmuVg3dmSHn9Ems8ZIsn735LtF70g2QP7et0OM5IACZCAFQQsF9yOHa+S+Yufl/zxY+Xc3r2sGGNYtAGxLnbHYjl19SzlTrLm5lelObmHwNVkVH21ig1X3y/fL2OFOJY3bITfrNF04NNn5i/0S/9YCQl4S4CCm7ekmI8ESMAdAQpuXBskQAJmCVBwM0uQ5UmABOwquHFmSIAEQoeAVYLbG7+ZK198dUjuKVjktSC/etUK2bNnt4y94LgU7u0sWT06y12998knFefKzprLZcbZ8+REY5I8XLlSJibMkW4da6RH1F7Zfd02upIMnSXInpJAxBCwXHDTFm4j8q6V/tl9Iga02YHquHCI+QZ3krU/XGO2Spfly8sPyIL5v5Ls7BwZPHiI8p2cN3yEqbZwUwVWbpOnTDNVDwuTgK8EKLj5Soz5SYAEnAlQcOOaIAESMEuAgptZgixPAiRAwY1rgARIwCwBqwS3zWuelJIvDkrenfO9dnW6fOE8San5Si7r0igv7YuX/imVcsc5e6U4+r8ldegkyX5niLxz7Fq5ctocKX3pMenX9LaUNFwhmRMWmMXC8iRAAiTgdwKWC24YwVtbtsqukj1y39SJkhAf7/dBhWuFSb+7SppjO0njOYPl1FUFARmmtkZD5XD/iPhrGRk95c4J+ZKWluZzmzp+2+DBuTJy1C0+l2cBEjBDgIKbGXosSwIkAAIU3LgOSIAEzBKg4GaWIMuTAAlQcOMaIAESMEvAKsHtnd/Nk48/L/dJcPv1/86S70b9U+J63ijRh96QxA4NcmXXb+Qf5z4k5+WOlI+3vi8X5fSWhK495cSuP0qnTxZLzbClEp/+HbNYWJ4ESIAE/E4gKILbl1/vlzlPL5aq6uozBpTRo7vMnvmApHTu5PfBhnqFCZunSlT1QTl11aPSmH5pQIazYf1rUlZWJmNvHacs3XSC4AarN28TLOUg2FVWVKj4bY/Meqxdgp237TEfCbgiQMGN64IESMAsAQpuZgmyPAmQAAU3rgESIAGzBCi4mSXI8iRAAlYKbqWlpZJ+3XMyMjfJI/i//u19Wf9aocozPP24dMn7lQzZ9SPlPvLITZuke1o0J44ESIAEQo6A5YKbdinZL6ev3DBsaMgBC/cOL1+2RMVuy8sbIQWzZioLNyS4lcRrbaWKigrZuWO7wI0kLOMyevZU/2b8trbI8f1AEKDgFgiqrJMEIosABbfImm+OlgQCQYCCWyCosk4SiCwCFNwia745WhIIBAGrBLe3X3tRyj4plk5XL5Jxeckeh/L7wjfl4x1bJCWuWXJ7pcuQqTPlm9/fLXUJ6dLzJ48HAgPrJAESIIGAE7BccDt2vErmL35e8sePlXN79wr4ANlAawKwYENy597xwRn3K/eRsGbbsf0DJZxVVlY6KmlLOCsq2iZvbHhdUlNTHeUgvD0w4+ecChKwnAAFN8uRs0ESCDsCFNzCbko5IBKwnAAFN8uRs0ESCDsCFNzCbko5IBKwnICVgtvGv30s3x38S5k0qrPHcc5bsEYqyj+TvPRvJf2cHMkZPcVyLmyQBEiABPxNwHLBTVu4jci7Vvpn9/H3eAJSH2LOrXnpFVX3pf36hnTsObiJTExMlMlTpp3BCm4g8T7EMYhkSLB4KysrdeT15FoSAt2WLZukublZxo69TSoqjsq6dS8L47cFZFmyUi8IUHDzAhKzkAAJeCRAwY0LhARIwCwBCm5mCbI8CZAABTeuARIgAbMErBLc9m1/S5au2ySxmY/JvClpHrv9v48Oo8N1AAAgAElEQVQXyMCkz+XG9ANyasB90tBnjNlhsjwJkAAJBJ2A5YIbRgwBa1fJnpAQrj7Z/akS23RcuZVrWnwLw0IvVBKENCSIaLBgQ3JlqbZ7d4m8uHplq/dgEYfXYeWGmGxwMenOvWRh4VrZXVKi4r/5Eu8tVDiyn6FHgIJb6M0Ze0wCdiNAwc1uM8L+kEDoEaDgFnpzxh6TgN0IUHCz24ywPyQQegSsFtxiuk2UR++7WDomdHAL67GHZ0juWYfkB1f1kVNXFYQeVPaYBEiABFwQsFxwg0vJx+ctkPKDh11OSEaP7g5xyw4zBoEtIyPdEW/OWYCzQx/b6gOs1JAQg2358pa/jVZsujzcR0Iwc3b/WFZaKjt2bpfMCzKluLjIUd7YLoQ4WMcNGDjIq1hvbfWZ75OAPwhQcPMHRdZBApFNgIJbZM8/R08C/iBAwc0fFFkHCUQ2AQpukT3/HD0J+IOAVYJb2ee7ZPlvVklK2k1y5bAr5fpBiS67f7iiUX41d4bcMaib9BvziD+GyDpIgARIwBYELBfcbDFqLzuh3V/2y+nrENy+/Hq/LFy2Uu6fkq9i0NXUnfKytuBle/SR/1GN33Djj+Tdd7YoS7Urr/6+XHX14Fadeul3L6p/33b7nW47++k/9sja36+RJ57831Z5Vq14XvbtLZNx/z1e+lzcN3iDZcskYCBwqr5RoiRKYmPd36giMBIgARLwRKCxsUnqGxolIT6WoEiABEigXQTq65ukublJ4uJi2lWehUiABEigqalZ6uoaJDGRzyNcDSRAAu0j0NDQJA2NTZIQH9jnEZwN4ozwu1mjpKHbJXLnD5McHf7XwQb199mp0bKp+LB89O4CufuHl0qvq25t36BYKiIJJMbHReS4OejQIUDBzcNcuYo35yy4fVNZbfvZfmpOi1l2t+49JCEhQbp1T5evvvyX3DVpaqu+r3phqXznu33k+7nXuh3TV1/uk7W/WykPF8xplQdtXDfsB9LvksskPj7B9kzYQRIgARIgARIgARIgARIgARIgARIgARIgARIgAf8R0OeGA/uNkh3H+srDt7dYuH32ZaM89bsa9XfeoFiJrf1cyna9Ir+YPFpqu/bzXwdYU9gTOCs1OezHyAGGNoGgCG5ayPpo1x7plJwsBQ9Nl+7dzpZFS1eI0Zos2Gi9sXA7cdLeFm61tbUyb+5jDpTXXDtMLurTV5YvXSg/e2CmfHusUpqbm+XQwXLZ+NYf5c677pbzz890i17Xd+u48aoepEOHylV9bZUN9nyy/cgjANcrSDHR0ZE3eI6YBEjALwQam5oEVm5xsYG9CeqXzrISEiABWxLA80iziMTyecSW88NOkUAoEGhqhsV9k8TzeSQUpot9JAFbEsDvmqamJomNCezvmn37yuTFVc/LVTmD5P2qPJmd31nx2PjXw/LypkqplW5yXnqMnNf0phw68pE8/kRrD1q2hMdO2YpAxyRauNlqQtiZMwgERXDTcdGuyb1SXlj9ktx0Y55yz4j4aBs3/0XumzpREuLjbTFd3sRwq6iokMrKCsnMzLJFn42dQPw1xG2DG0nEWbtzQr5kZ+dIwayZkjd8hLyx4XXJzMoS5EN6ZNZjkpaW5nEcq1etkNq6Wpk8eZqUlx+QZUuXqLrnzJ2n2mEiAbsQYAw3u8wE+0ECoUuAMdxCd+7YcxKwCwHGcLPLTLAfJBC6BBjDLXTnjj0nAbsQsCqGG8b74Iz75f6sT2V9hydl2t3fUwjmLVgjFf8ul+/fcJ+8sOG45HZcJclRX8mUx39tF0TsBwmQAAn4hYDlgtux41Uyf/Hzkj9+rLJqMwpucNcIgWvG9LslpXMnvwzQbCUQAde89IrMnvmA6hP6h4T+I+3eXSIvrl6p/n5m/kKzzfm1PL7gUlNTpbKyUomBZWWlDkGtsHCtVFZUqNd08rb/WsSD4Fa2t1Q2b9qoxDcId0wkYCcCFNzsNBvsCwmEJgEKbqE5b+w1CdiJAAU3O80G+0ICoUmAgltozht7TQJ2ImC14DYta5+UNI+UH025S2F48hezpaLqmDo7fW93nXy4/mmJav5Gpjy62E6Y2BcSIAESME3AVoKbHS3cQPitLVuV6IZ0ab++rSzwNqx/TYqLi9R7drLw0qKYXiGwZoMwpkU1o1CIPBkZPeWBGT/3ekHBym3Pnt3Koq1nz54yeco0r8syIwlYRYCCm1Wk2Q4JhC8BCm7hO7ccGQlYRYCCm1Wk2Q4JhC8BCm7hO7ccGQlYRcBqwe2ui0/J0epUGXzfXDXEhY/dK/tPRMsj390t3QZPkk0790rpl4fk7oJFViFgOyRAAiRgCQHLBTeMCgLWrpI9cs/EO+S3a/+gXEp2SUmRx+ctkGHXDpEbhg21ZPD+aOTJub+UAQMHKTELyeiSEW4Wi7ZtU++35abRH30x1lFUtE2Ki7ZKTU2tcvcIMe3A/v0ycNDljmxwK4n3kGAB56toBlFvw4bXJTsnR/LyRvh7CKyPBEwToOBmGiErIIGIJ0DBLeKXAAGQgGkCFNxMI2QFJBDxBCi4RfwSIAASME3AasHtkow4uTThWznr1uXSPS1ann30XjlwMlq6xtXJj/vGyP6T8fLFkXoKbqZnlhWQAAnYjUBQBDdAgDXbvGeea8Vj5oP3Sv/sPnZj5LE/cNsIMUvHMbtp5M2SmztElYHohRhpENvumTzNUtENFmhIiUlJsnPHdpfuLjdv3ig1J08qt5hpaV19Ftw0GMSws1pQDKlFws4GjQAFt6ChZ8MkEDYEKLiFzVRyICQQNAIU3IKGng2TQNgQoOAWNlPJgZBA0AhYLbhhoMN71En6qEWSkxUn8wvulYM10Wr8Od2aJClW5GhDJ7nnf1os4JhIgARIIFwIBE1wCxeAc+c8LrMKZsuO7R/Izp07JCEhQSbcNVEND4LW7pIS9XdiYmK7BS1fWMHSDtZq69atVZZ1EP/g9tFTgltMuJQ0Wr/50ibzkoBdCVBws+vMsF8kEDoEKLiFzlyxpyRgVwIU3Ow6M+wXCYQOAQpuoTNX7CkJ2JVAMAS3AWn1kjj4V3L9oAT59Zz7HILbhV0aFKbm+BQKbnZdMOwXCZBAuwlQcGs3upaC5eUHlFiFBNFt3bqXHdZkELLKy8ulb3aOcjmJGG+BTrC4g9AGq7bJk6dJZlZWoJtk/SRgWwIU3Gw7NewYCYQMAQpuITNV7CgJ2JYABTfbTg07RgIhQ4CCW8hMFTtKArYlYKXgtmD+r9R5aU5qrcQOekZyLoiTP628T84/p5d0iImVyv2fK05ZWVly3e0zbcuMHSMBEiCB9hCwXHA7drxKxWorP3jYY3/H3zY6pGK5YTCIh4a4aHdOyJfs7BxZvmyJpKalycABg2T58iUu3Tq2Z9LclcGXGb7UdDLGk/NnO6yLBEKFAAW3UJkp9pME7EuAgpt954Y9I4FQIUDBLVRmiv0kAfsSoOBm37lhz0ggVAhYKbiByYvPzZW6b/ZKp6sXKcFtzfL/kVHXDJSTcV2l7LNd0uHbfXLBwBtk2A03hQpC9pMESIAEvCJgueCGXq1cUygZGemtBLXaujpZtHSFjMi7Vr574QXq7345fUNOdIPglZmZKSNH3aLEr+ycHCW+4W/EetPWcF7Njo+ZykpLlbCHNiC+PTN/oY81MDsJhBcBCm7hNZ8cDQkEgwAFt2BQZ5skEF4EKLiF13xyNCQQDAIU3IJBnW2SQHgRsFpwe/u1F6Xsk2IluB2paJT9O2bL1DHD5Ytvoxzhd3Bmmpc3IrxAczQkQAIRT8BywQ0WbvMXPy/548fKub17tZqAt7ZslfLyQ+q9T3Z/Khs3/0XumzpREuLjQ2aiELcN7hzvmTxNnpz7S4dbR7h6bMvFo9E9ZUVFhYrDljdshNduIXXMuLG3jpOakzVelwsZuOwoCfhIgIKbj8CYnQRI4AwCFNy4KEiABMwSoOBmliDLkwAJUHDjGiABEjBLIFiC2/a4p+RwRaNcJE85BDeE3UHKGz6CgpvZiWV5EiAB2xGwleBmFNkOH/m3soSbMf1uSencyXbg3HVIu5UcPDhXiouLVNy2hIRE5WoSXyS5uUPcjmX1qhWSlpamrOMKC9cq4a5v32yZcNdEr8aPMpUVFTJ5yjSv8jMTCYQ7AQpu4T7DHB8JBJ4ABbfAM2YLJBDuBCi4hfsMc3wkEHgCFNwCz5gtkEC4EwiW4PZuzSOSlfgvqa3+oxLc4nv1c4TD0SF5wp09x0cCJBBZBCwX3IyuI/tn92lF2yi4ff7FXlnz0isye+YDISW4YUCI3YZUVlbqcOuI1zKzslze3IA1W1JSiyiHBEs47RoS/x456mbJzMxqc2V6aqPNwsxAAmFIgIJbGE4qh0QCFhOg4GYxcDZHAmFIgIJbGE4qh0QCFhOg4GYxcDZHAmFIwGrBbcuf/k/27nhLjsTdJg/dniKPLPpdK89fG9a/pgwOmEiABEgg3AhYLrgBIIS1Jb9eLQUPTXe4lYSrycfnLZDxt40WCHFwL7mrZE/IuZTE+LR1Gv7WcdQ8iWEQ2rKysmT37hJlDQcrOcRhgy9jbWbtTfw3b6zowm0Bczwk4IkABTeuDxIgAbMEKLiZJcjyJEACFNy4BkiABMwSoOBmliDLkwAJWC24IewNzjR/ftdtkhBTK0/85tU2Q+1wlkiABEggHAgERXADuC+/3i9znl4sVdXVDo4zH7xXiW2hnvSXirPglpCQoNxDFhVtk+zsHOU+EtZtiPWGBPeReK28vFwG5w6RmpMnZd26l9V73vg19iZOXKizZf9JwBcCFNx8ocW8JEACrghQcOO6IAESMEuAgptZgixPAiRAwY1rgARIwCwBqwW3stJS5b3r2Z+Pl9J9e2Xp/xXLI7MeU+eeTCRAAiQQzgSCJriFM1RXghtMpSGkIb4arN0OHDggsFpDXsRqQxoz5lYZOOhyB5ry8gOyYf3rUlNTI6mpqR5juekvMh0zLpz5cmwk4C0BCm7ekmI+EiABdwQouHFtkAAJmCVAwc0sQZYnARKg4MY1QAIkYJZAsAS3534UL2WffiwLS/s4vICZHQvLkwAJkICdCVBwC8DsuBLc8BpEMQhusGiDZduAgYOU2AYxDRZvw0fcoFxKOidjWXfd3bH9A2UNp11YBmBYrJIEQo4ABbeQmzJ2mARsR4CCm+2mhB0igZAjQMEt5KaMHSYB2xGg4Ga7KWGHSCDkCARLcFt2yXb5Z3UnCm4ht2LYYRIggfYSoODWXnIeymnBDXHYYMWGZBTN4PoRIltNTa16L3fIEMnLG+G2Rm0FB9Nrd8kbUS4AQ2WVJGBrAhTcbD097BwJhAQBCm4hMU3sJAnYmgAFN1tPDztHAiFBgIJbSEwTO0kCtiZAwc3W08POkQAJhBGBoAhuruK3aaYZPbrL7JkPSErnTiGLWbt3zMzMUhZtSBDEdpeUKAEOgtvgwblSXFwkxjzuBqzr82S9tnrVCklMSpKxY8eFLDd2nAT8TYCCm7+Jsj4SiDwCFNwib845YhLwNwEKbv4myvpIIPIIUHCLvDnniEnA3wSCJbjd3nuvfHAsXf55PIleufw9qayPBEjAlgQsF9xq6+pk0dIV0i+nr1x8UZa88eZmmTThNkmIj5eVawplwPf6S//sPraE5W2nXAlu2uUjBLcF83+l4rXBBSTcSrYlkun6jMFFa2trZPXqlTJy5M0CSzrUmZ2T49FSztv+Mx8JhAsBCm7hMpMcBwkEjwAFt+CxZ8skEC4EKLiFy0xyHCQQPAIU3ILHni2TQLgQsFpww7llwayZcmFKnXxxLF5hZBiccFlNHAcJkIAnApYLbseOV8n8xc9L/vixql8Q2WZMv1tZtH2y+1PZuPkvct/UiUqAC9WE+Gy7d5dIVlaWEsOQ8Bpit+UNHyGbN21UXzKwdMO/PbmT1AyQd/LkaZKZlaVegsBWXn5AWcqNHHWLquvOCfkqFhwTCZBACwEKblwJJEACZglQcDNLkOVJgAQouHENkAAJmCVAwc0sQZYnARKwWnADcZxVpiU0S0VtlKR2SpBZv3iKE0ECJEACYU8gqIJbl5QU+fWK38o9E+9QghtcTRoFuHCjP3fO41JZWamGBcENlmupaWmSlpbW5lDxJQWruIGDLneId4gDl5bWVcaMHafEPKMg12aFzEACEUCAglsETDKHSAIBJkDBLcCAWT0JRAABCm4RMMkcIgkEmAAFtwADZvUkEAEEgiW4abTehNSJgGngEEmABCKAgOWCm9Gl5A3DhiqBLSMjXfD3W1u2yq6SPSFv4eZu3RQWrpWdO7Yrqze4lvQlLV+2RFm3wRpOu6eEdRziwsGt5PLlS2ia7QtQ5o0IAhTcImKaOUgSCCgBCm4BxcvKSSAiCFBwi4hp5iBJIKAEKLgFFC8rJ4GIIEDBLSKmmYMkARKwAQHLBTfnMcPF5OPzFkj5wcPSKTlZCh6aLuf27mUDNP7vAtxMFhdtk5GjWuKu+ZIguGVkZCj3kRvWvybl5eUyOHeIvLh6pdw08mYpLtoqswpm+1Il85JA2BOg4Bb2U8wBkkDACVBwCzhiNkACYU+AglvYTzEHSAIBJ0DBLeCI2QAJhD2BYApuCQmJ0rNnT5k8ZVrYc+YASYAESMBywc0Yw81ZWAuXGG6BWFZaZMOXE+K3ZefkSOYFWcqyTcV1axZ+cQUCPOsMaQIU3EJ6+th5ErAFAQputpgGdoIEQpoABbeQnj52ngRsQYCCmy2mgZ0ggZAmEAzBTYfWgTtJJApuIb2E2HkSIAEvCdhKcAv3GG5ezonLbJs3b1TuI+GKEvHc7pyQL4kJiUpwQ+rbN1sm3DXRTBMsSwJhR4CCW9hNKQdEApYToOBmOXI2SAJhR4CCW9hNKQdEApYToOBmOXI2SAJhRyAYghu8dZWVlQoFt7BbThwQCZCABwK2EtzCPYabmZUId5RwHzl58jQlss2ZO09gkg3xDQnx3BDfjYkESOA/BCi4cTWQAAmYJUDBzSxBlicBEqDgxjVAAiRglgAFN7MEWZ4ESCBYgltFxVFJS+sqqWlpMnbsOE4ECZAACYQ9AcsEN1ivzXl6sVRVV7uFGu4x3MysprLSUiW0DR6cKxDfdLw2WL7hvQEDBsrAQZebaYJlSSDsCFBwC7sp5YBIwHICFNwsR84GSSDsCFBwC7sp5YBIwHICFNwsR84GSSDsCARLcANInFlCdFMhcZhIgARIIMwJWCa4aY6eYriFOWtTw6utrZGCWTNphm2KIgtHGgEKbpE24xwvCfifAAU3/zNljSQQaQQouEXajHO8JOB/AhTc/M+UNZJApBEIpuDG2G2Rtto4XhKIbAKWC26Rjdvc6LX7yAEDB9EM2xxKlo4QAhTcImSiOUwSCCABCm4BhMuqSSBCCFBwi5CJ5jBJIIAEKLgFEC6rJoEIIRAMwW31qhVSW1srFNwiZJFxmCRAAooABbcQWggL5v9KyssPyJgxt9J9ZAjNG7saPAIU3ILHni2TQLgQoOAWLjPJcZBA8AhQcAsee7ZMAuFCgIJbuMwkx0ECwSMQDMENIXAQw40hcII372yZBEjAegJBEdzgVvLxeQuk/ODhM0ac0aO7zJ75gKR07mQ9DbZIAiQQVgQouIXVdHIwJBAUAhTcgoKdjZJAWBGg4BZW08nBkEBQCFBwCwp2NkoCYUUgGIJbWAHkYEiABEjASwJBEdxWrilU3csfP9bLbjIbCZAACfhOgIKb78xYggRIoDUBCm5cESRAAmYJUHAzS5DlSYAEKLhxDZAACZglQMHNLEGWJwESIAHvCFguuMG6bf7i55XYdm7vXt71krlIgARIoB0EKLi1AxqLkAAJtCJAwY0LggRIwCwBCm5mCbI8CZAABTeuARIgAbMEKLiZJcjyJEACJOAdAQpu3nFiLhIggRAkQMEtBCeNXSYBmxGg4GazCWF3SCAECVBwC8FJY5dJwGYEKLjZbELYHRIIQQIU3EJw0thlEiCBkCRgueAGSnApmZGRLjcMGxqS0NhpEiCB0CBAwS005om9JAE7E6DgZufZYd9IIDQIUHALjXliL0nAzgQouNl5dtg3EggNAhTcQmOe2EsSIIHQJxAUwe3Lr/fLG29ulkkTbpOE+HhbU0Rf5zy9WKqqqx39zOjRXWbPfEBSOneydd/ZORKIdAIU3CJ9BXD8JGCeAAU38wxZAwlEOgEKbpG+Ajh+EjBPgIKbeYasgQQinQAFt0hfARw/CZCAVQQsF9wQw+3xeQuk/OBhl2O0m5gFwW3hspVy/5R8xpyzalWyHRLwEwEKbn4CyWpIIIIJUHCL4Mnn0EnATwQouPkJJKshgQgmQMEtgiefQycBPxGg4OYnkKyGBEiABNogYLngFmozQsEt1GaM/SWB/xCg4MbVQAIkYJYABTezBFmeBEiAghvXAAmQgFkCFNzMEmR5EiABCm5cAyRAAiRgDQEKbm1wdnYpaTcLPGuWCVshgdAkQMEtNOeNvSYBOxGg4Gan2WBfSCA0CVBwC815Y69JwE4EKLjZaTbYFxIITQIU3EJz3thrEiCB0CMQFMGttq5OFi1dIR/t2iOdkpOl4KHp0r3b2eq1fjl95YZhQ21LcuWaQvnm6FG5b+pEFX/uxMlTtu0rO0YCkU4AP0yRYqKjIx0Fx08CJNBOAo1NTdLY2CRxsTHtrIHFSIAEIp0AnkeaRSSWzyORvhQ4fhJoN4Gm5iapb2iSeD6PtJshC5JApBPA75qmpiaJjeHvmkhfC6E+/o5JcaE+BPY/zAkERXCDaJWRkS7X5F4pL6x+SW66MU/FR/tk96eycfNfHGJWINk7W64Z2/JkxYZy6P+M6XdLSudOUlNHwS2Q88S6ScAMgVP1jRIlURIb28FMNSxLAiQQwQQgttU3NEpCfGwEU+DQSYAEzBCor2+S5uYmiYvjAZcZjixLApFMoKmpWerqGiQxkc8jkbwOOHYSMEOgoaFJGhqbJCGezyNmOLJs8AkkxlNwC/4ssAeeCFguuB07XiXzFz8v+ePHKqs2o+DmLGbZcepCoY925MY+kUAwCNClZDCos00SCC8CdCkZXvPJ0ZBAMAjQpWQwqLNNEggvAnQpGV7zydGQQDAI0KVkMKizTRIggUgkYCvBzUoLN28ne1vxe3Leeb2VBR4SrNuQIBgykQAJ2JsABTd7zw97RwKhQICCWyjMEvtIAvYmQMHN3vPD3pFAKBCg4BYKs8Q+koC9CVBws/f8sHckQALhQ8BywQ3o3tqyVXaV7JF7Jt4hv137B+VSsktKijw+b4EMu3aIrWK4QQSc98xzjhm/tF9fS1xehs8S40hIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIILwJBEVwA1JnIQuvzXzwXumf3Se8iXN0JEACJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACYUUgaIJbWFHkYEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABCKWAAW3iJ16DpwESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESMAfBIIiuK1cUyjfHD3aKhZabV2dLFq6Qvrl9LVVDDd/QGYdJEAC5gjo/eGjXXscFTm7oEVsyDUvvaLedxdrEXnKyw9J/vixjnq+/Hq/zHl6sVRVV6vXMnp0l9kzH5CUzp3MdZqlSYAEbEcAzx9b3i1y9Gv8baNbPXMY3V272wuwZ6CeGdPvdrlP6P0Kjdw3daIkxMfbjgM7RAIk0D4C3jyPeLOPuHoe0T3ypnz7es9SJEACdiHQ1vPIseNVKr59+cHDqsuuQm+4ex5xLjvsmtxWv33swoD9IAESMEegrX3E0/OEc4gf5/MTb/Ygc71naRIgARIIbwKWC276h+qIvGvPiNeGTX/j5r/wgCq81xxHRwI+E8AD3/+9/qbcNvZmdXiNvWLJr1dLwUPT5dzevdS/IbZpoQwPn0haWDM+UDr/6MR7+DF7w7ChqoyrCwE+d5gFSIAEbEcAzx8vFb4uP7n5RiWUabF92j0T1PMI/r1w2Uq5f0q+2ldwIL6rZI/jmcT4w9OdGGc8jHcn/NsODDtEAiTgNYG2nkfa2kc8PY+gE87PM153jBlJgARChkBbzyPOF5Gd9xVPzyPOZXmpOWSWBTtKAj4RaGsfaet5BL9z8HsGv4H0PnFW167q/KStPcinjjIzCZAACUQoAcsFNzwgzl/8vNrIcaBlTG3dGo/QOeKwSYAEnAjoH5qwTsFDIkSyjIx0h2jm7sDK041y3QQPu7jcSCAyCDj/mHTeH5x/qGoqnp5V9F6EvEaxLjKIcpQkEHkEnJ9HvN1HXD2PePqNFHlkOWISiBwCrg63jZb07kQzV88jznsSKDpfRIwcshwpCUQOgfb+rtGEjBcNDx/5dytvHhTuI2cdcaQkQAL+I2C54EYLN/9NHmsigUglYDwI797t7DPc0bo7KPdGcHO2aolUxhw3CYQ7AVfCPcasLWNdHVrhfXeCm/FAi/tIuK8ejo8EWgg4P284H2y720e8cXGN+ukKjiuNBMKfgPM+4erynyvRzN3ziHazDzeU553Ty+1l5/AnyxGSQOQQaO/vGk3IuMd4uwdFDl2OlARIgAR8J2C54IYuOruD0z9YEUfplpE/YAw33+eRJUggYgi4c5VidFPbXsHNXbmIgcuBkkAEEXA+vHK2lPVFcHM+PKfgFkELiUONWAKubnx7u4+4EtycXevrPWjYtUP42yhiVxkHHgkEXLnCdw6z4Yvgpn/PgN3Bg4cp3EfCIuIYI55Ae3/X6PNZY3gOV6F+aCkb8UuMAEiABHwkEBTBzSiwVVVXO7rsKhiwj+NhdhIggTAm4OxfHEN1deDVHsHNOZ5TGGPk0Egg4gm4itXorWWKqxvlzkHLNWDGcYv4pUYAYUrA1fMIhurtPuKN4Ib6KAn8fuwAAA3xSURBVN6H6QLisEjgNAFXzyPeWpe4cylpDN/hbq/iBJAACYQPATO/a1wZQ3i7B4UPQY6EBEiABPxPIGiCm/+HwhpJgATCmYCnH4xmY7hRbAvnlcOxkUBrAq5+lOqD7fLyQw6Xku2J4aZb4iE5Vx0JhC8BT88jZmK4uTo898YVdviS5shIILwJuHsecd4LfInh5m4fYVzZ8F5LHF3kEjDzu8aV2AaS3u5BkUudIycBEiCBtglYLrgxIHjbk8IcJEACrQm0FajX+RaWO5cH7mKmLFy2Uu6fki/n9u5F9CRAAmFMwJM7FGeBzZ1o5i5mihEbBbcwXkQcWkQTaOt5xNt9xNXziLOQ586tbURPAAdPAmFCwNPziPM+48sFIGdXtLRwC5MFw2GQgAsCZn7XuLJi0014uwdxUkiABEiABNwToODG1UECJGB7AtoCzeiCFp0edk2uwxpFBwjH685u3PBAOe+Z51qNU7uwNZYzZqCLW9svC3aQBHwioA+hyg8eblXOuF8Y94qMHt1l9swHJKVzJ5XfVXnjHmSslIKbT1PDzCQQMgS8eR7xtI94eh5xtc+Mv20047eFzOpgR0nAOwLePI845zH+LmnrecR5n3L3rOJdb5mLBEjAjgS82Uc8PY+4coffKTlZCh6ari4he9qD7MiDfSIBEiABuxGwXHADAGzuA77XX/pn97EbD/aHBEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABHwiEBTBDbeu3nhzs0yacJskxMf71GFmJgESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAE7EbBccHNn+qyhOLtwshMs9oUESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAEnAlYLrhxCkiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEggnAhQcAun2eRYSIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAELCcQFMGttq5OFi1dIR/t2iOdkpOl4KHp0r3b2eq1fjl95YZhQy0HwQZJgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIoD0EgiK4rVxTKBkZ6XJN7pXywuqX5KYb8+Tc3r3kk92fysbNf5H7pk6UhPj49oyHZUiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEjAUgKWC27HjlfJ/MXPS/74scqqzSi4ffn1foEYN2P63ZLSuZOlINgYCZAACZAACZAACZAACZAACZAACZAACZAACZAACZAACZAACZAACbSHgK0EN1q4tWcKWYYESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESCCYBCwX3DDYt7ZslV0le+SeiXfIb9f+QbmU7JKSIo/PWyDDrh3CGG7BXBFsmwRIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIwCcCQRHc0ENYs8175rlWnZ354L3SP7uPTwNgZhIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIIJoGgCW7BHDTbJgESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAF/EbBccFu5plC2vFuk+j/smlzJHz/WX2NhPSRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRgOQFLBTcdu+2+qRMlIT5eIL5lZKQzZpvl084GSYAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAE/EXAMsGttq5OFi1dISPyrnXEafvy6/1KdJsx/W5J6dzJX2NiPSRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRgGQHLBLdjx6tk/uLnlQvJc3v3UgN09ZplI2dDJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACJOAHAkEX3B6ft0DG3zbaYfXmhzGxChIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARKwjAAFN8tQsyESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIIFwJGCp4AZrtvKDhz1yzOjRXWbPfIAx3cJxtXFMJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACJBCGBCwT3MKQHYdEAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAkLBjYuABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEwQoOBmAh6LkgAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAFN64BEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEjBBgIKbCXgsSgIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIU3LgGSIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESMAEAQpuJuCxKAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAlQcOMaIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAETBCi4mYDHoiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAwY1rgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARMEKDgZgIei5IACZAACZAACZAACZAACZAACZAACZAACZAACZAACZAACZAACZAABTeuARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIwQYCCmwl4LEoCJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACFNy4BkiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEjABAEKbibgsSgJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJUHDjGiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEwQouJmAx6IkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQMGNa4AESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAETBCg4GYCHouSAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAU3rgESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESMEGAgpsJeCxKAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAhTcuAZIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIwAQBCm4m4LEoCZAACZAACZAACZAACZAACZAACZAACZAACZAACZAACZAACZAACVBw4xogARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARMEKLiZgMeiJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACJEDBjWuABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEwQoOBmAh6LkgAJkAAJkAAJkAAJkAAJkAAJkAAJkMD/b88OaQAAABiG+Xc9EaMVcNKcjQABAgQIECBAgAABwc0HCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECAwBwW3gmRIgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAQ3HyAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAwBAQ3AaeKQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAHBzQcIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIDAHBbeCZEiBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEBDcfIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIDAEBDcBp4pAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAcHNBwgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgMAcFt4JkSIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQENx8gAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgMAQENwGnikBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABwc0HCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECAwBwW3gmRIgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAQ3HyAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAwBAQ3AaeKQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAHBzQcIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIDAHBbeCZEiBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEBDcfIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIDAEBDcBp4pAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAcHNBwgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgMgQB68967ZQXGiAAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "round(three_years_rolling, 2).iplot(kind='scatter', title='Retornos rolantes a 3 anos', yTitle='Percentagem da variação dos retornos a 3 anos', colors=my_pal)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Da mesma forma do que para o periodo a 1 ano, podemos ver que 3 anos a variabilidade dos retornos são maiores quanto mais arriscadas as carteiras. Podemos aqui rápidamente confirmar que nem a defensiva nem a carteira EW tiveram nenhuns periodos negativos a 3 anos (o que não quer dizer que não podem acontecer, só diz que nunca aconteceu)." ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "my_pal = [\"royalblue\", \"orange\", \"dimgrey\", 'indigo']\n", "\n", "plt.figure(figsize=(7, 6), dpi=80)\n", "ax = sns.boxplot(data=three_years_rolling, orient=\"v\", linewidth=1, width=0.25, fliersize=3, palette=my_pal, whis=1.5)\n", "ax.set_title(\"Boxplot dos retornos rolantes a 3 anos (com outliers)\")\n", "ax.set_xlabel('')\n", "ax.set_ylabel('Percentagem da variação dos retornos a 3 anos')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### Retornos rolantes a 5 anos" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Em baixo podemos ver os gráficos de rentabilidade de quem tinha investido há 5 anos, para cada periodo após o quinto aniversário do backtest." ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "round(five_years_rolling, 2).iplot(kind='scatter', title='Retornos rolantes a 5 anos', yTitle='Percentagem', colors=['royalblue', 'orange', 'dimgray'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Como para os períodos anteriores mostro aqui o boxplot dos retornos a 5 anos. Podemos facilmente ver que nem a carteira agressiva teve periodos negativos a 5 anos. Mesmo com uma carteira agressiva, numa situação tão extrema como a crise de 2008 e tendo o azar extremo de comprar no pico máximo, o dinheiro foi recuperado. Não é uma situação ideal mas demostra que o periodo de investimento deve ser mais longo quanto mais agressiva a carteira." ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(7, 6), dpi=80)\n", "ax = sns.boxplot(data=five_years_rolling, orient=\"v\", linewidth=1, width=0.25, fliersize=3, palette=my_pal, whis=1.5)\n", "ax.set_title(\"Boxplot dos retornos rolantes a 5 anos (com outliers)\")\n", "ax.set_xlabel('')\n", "ax.set_ylabel('Percentagem da variação dos retornos a 5 anos')\n", "plt.ylim(-1, 24)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### Retornos rolantes a 10 anos" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", "showLink": true }, "data": [ { "line": { "color": "rgba(65, 105, 225, 1.0)", "dash": "solid", "shape": "linear", "width": 1.3 }, "mode": "lines", "name": "4Fundos DEF", "text": "", "type": "scatter", "x": [ "2017-04-20", "2017-04-21", "2017-04-22", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "round(ten_years_rolling, 2).iplot(kind='scatter', title='Retornos rolantes a 10 anos', yTitle='Percentagem', colors=['royalblue', 'orange', 'dimgray'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A visão dos boxplot dos retornos a 10 anos já tem uma perspectiva um pouco diferente das anteriores. As amplites de retornos a 10 anos são muito menores do que em periodos curtos e por isso já vemos uma maior concentração nos retornos esperados. No caso da carteira 4Fundos o melhor retorno a 10 anos da carteira defensiva é inferior ao pior retorno da carteira agressiva nesse mesmo período.\n", "\n", "Como temos visto até aqui esta situação não é linear, este maior retorno da carteira agressiva é fruto de uma significativamente maior volatilidade de curto prazo, o que cria mais stress e desconforto. Para quem experiência esse desconforto o mercado recompensa com uma maior rentabilidade." ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(7, 6), dpi=80)\n", "ax = sns.boxplot(data=ten_years_rolling, orient=\"v\", linewidth=1, width=0.25, fliersize=3, palette=my_pal, whis=1.5)\n", "ax.set_title(\"Boxplot dos retornos rolantes a 10 anos (com outliers)\")\n", "ax.set_xlabel('')\n", "ax.set_ylabel('Percentagem da variação dos retornos a 10 anos')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Retornos rolantes por carteira\n", "\n", "Se nos gráficos acima podemos ver os retornos rolantes por período e ver a maior volatilidade de retornos quanto mais arriscadas são as carteiras, nestes temos a perspectiva por carteira e podemos ver o quanto os retornos são mais estáveis quanto maior o tempo de investimento, independentemente do nível de risco da carteira.\n", "\n", "O Bloxplot é especialmente bom para ver essa diminuição da amplitude de retornos se o tempo de investimento for maior.\n", "\n", "Esta é uma das razões pelo qual o investimento deve ser de médio/longo prazo. A 1 ano até a defensiva teve já uma performance bastante negativa em alguns períodos, enquanto a 3 anos apenas a agressiva chegou a ter performance negativa (para quem comprou no pico da crise de 2008). Contudo, a 5 anos nem a agressiva teve performance negativa, mesmo para quem comprou no pico da crise de 2008." ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [], "source": [ "# Importing .CSV of rolling returns per year\n", "def_rolling = merge_time_series(rr_def_1, rr_def_3, how='inner')\n", "def_rolling = merge_time_series(def_rolling, rr_def_5, how='inner')\n", "def_rolling = merge_time_series(def_rolling, rr_def_10, how='inner') * 100\n", "def_rolling.columns = ['1 Ano', '3 Anos', '5 Anos', '10 Anos']\n", "\n", "ew_rolling = merge_time_series(rr_ew_1, rr_ew_3, how='inner')\n", "ew_rolling = merge_time_series(ew_rolling, rr_ew_5, how='inner')\n", "ew_rolling = merge_time_series(ew_rolling, rr_ew_10, how='inner') * 100\n", "ew_rolling.columns = ['1 Ano', '3 Anos', '5 Anos', '10 Anos']\n", "\n", "agr_rolling = merge_time_series(rr_agr_1, rr_agr_3, how='inner')\n", "agr_rolling = merge_time_series(agr_rolling, rr_agr_5, how='inner')\n", "agr_rolling = merge_time_series(agr_rolling, rr_agr_10, how='inner') * 100\n", "agr_rolling.columns = ['1 Ano', '3 Anos', '5 Anos', '10 Anos']" ] }, { "cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", "showLink": true }, "data": [ { "line": { "color": "rgba(65, 105, 225, 1.0)", "dash": "solid", "shape": "linear", "width": 1.3 }, "mode": "lines", "name": "1 Ano", "text": "", "type": "scatter", "x": [ "2017-04-20", "2017-04-21", "2017-04-22", "2017-04-23", "2017-04-24", "2017-04-25", "2017-04-26", "2017-04-27", "2017-04-28", "2017-04-29", "2017-04-30", "2017-05-01", "2017-05-02", "2017-05-03", "2017-05-04", "2017-05-05", "2017-05-06", "2017-05-07", "2017-05-08", "2017-05-09", "2017-05-10", "2017-05-11", "2017-05-12", "2017-05-13", "2017-05-14", "2017-05-15", "2017-05-16", "2017-05-17", "2017-05-18", "2017-05-19", "2017-05-20", "2017-05-21", 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\n", 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\n", 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vs6anp8PT01NVNjIygru7O4BHl3yXLVuGlJQUtGnTBhYWFmqvU95xfOzOnTtQKBTw9vZW3SaEqPAH1ZPHxtTUFHFxcdi+fTvkcjleeOEFFBYWVrgNly9fxpgxY5CdnY22bduqdSq9d+8emjRpoipbWFiU+aH6z3N93bp1au2qJSUlSElJQXBwMObOnYtvvvkGy5cvR7NmzTBlyhQEBARofOzCw8Mxc+ZMREdHY8+ePRgwYACAR/t9/fr1OHDgAGxsbPDiiy+itLS03Oa1hw8foqCgQO21/3lO2NrawtbWFnv37q3yPH9yfxgbG6sdUyMjowr3+/3798v9vnl8nj+rzMxMFBYW4s0331T7PMvlcty+fRuA+rHT5PvAwcEBx48fr5H4nhaT9jOysbHBG2+8gbCwMGRmZqJJkyY4deqU2mOSk5Nhb28PAFAqlZg7dy5CQ0MRFxeHsLAwvPTSSwAefYmnpaWpPkwpKSlqXxjAow4RZmZmuH37tupDVlhYiLS0NNjZ2VUaa8OGDWFmZoY7d+6o3uPJX+KVxZ6fn4+7d+9ixYoVEELg/PnzeOedd9CuXTuEh4eXea8nPySOjo6QyWQ4evQoLC0tAQAFBQVIS0tTS1aabl95CbUiTZo0UX1A/7lNDx8+RFFRET799FOUlJTgxIkTGDduHNzd3dG5c+dKt6lJkyZIT09HUVGR6gvt1q1bMDU1VfshBjzq6ezk5ITjx4/D1NQUSUlJ5fY3qEpV+/Hs2bMYN24cpk+fjj///BPvv/8+YmJiyvSydnR0LPPFmJqaCmdnZwDAxIkTMWDAAGzcuBFGRkY4duwYDhw4UG5MjRs3xr1791RlIQSWLl2K4cOH4+2338bcuXPRr18/AMC2bdvw+++/qx5b2XF0dHSEjY0NTp48qbotKysLOTk55T7+ydfau3cvdu/ejR07dqjOoVdeeaXc5927dw/R0dH46quv4OXlBQD46KOPcP78eQCPjvOT21dYWFimo+c/z/Vhw4Zh2LBhqttu3rwJe3t7JCcnw8XFBVu2bEFubi62bNmCCRMm4Oeff8bVq1c1OnaPf8QcPnwYp06dwsKFCwE8+kF9+fJlJCQkqM4/X1/fSvfVkwm9cePGat8FycnJ2LlzJ7p161bleV6dz+OTmjZtWuazeevWLXTq1AnAo4T/ZGezhw8flltBqMjj77utW7eibdu2AB79gPrzzz/RokULXL9+XS12Tb4PSktLK/zhWFt4efwZ5efnY+vWrWjZsiUaNmyI0NBQXLhwAbt370ZJSQkuXryIr7/+Gv379wcArF27FtnZ2Vi8eDHGjh2LqVOnqnWQWbFiBQoKCvD7779jy5Ytql/SjxkZGaF///5Yvnw5UlNTUVBQgEWLFsHBwUF1idPMzEytY9FjZmZmCA0NRUxMDB48eIB79+6pDSOrLHalUom3334be/bsAfDoF6dMJoONjU2V++jxJd9FixYhNzcX+fn5mDNnDt59913IZDLI5XIUFxejsLBQo+2rjgEDBuDbb7/Fjz/+CKVSicTERHz77bfo168fMjMzMXLkSJw6dQomJiaqH1aabJOrqyuaNWuGRYsWoaCgAKmpqVi+fDlCQkLKfLHk5ubCzMwMxsbGyMjIwLJlywBAox7zcrkc+fn5KC0trXI/rlixAjExMSgqKoKdnR2MjY3L3ZYePXrg4cOH+Oqrr1BSUoLvv/8ep0+fVotXLpfDyMgIt2/fxieffAIA5db++/Xrh7179+L8+fMoLS3F119/jf3796NBgwYoKipSXfb+7bff8OWXX1Y6ZEYul6vOW1dXVzRq1AgrV66EQqHAw4cPMWHCBFWSqkxubi6MjIxgZmaGkpISbN++HRcvXix3f+fl5aG0tFQV59mzZ7Fjxw7VYyMiIrBlyxbcuHEDCoUCy5cvr3R458CBA7FhwwZcu3YNQgh8//33CA0NRVJSEk6ePIlx48bhzp07sLCwgLW1NSwtLWFiYqLxsTMyMkK/fv2wYMECeHt7q37I5ubmwtTUFCYmJigsLMSaNWuQnp5e7jY3bNgQ9evXV0vS/fr1w2effYa7d++isLAQH3/8Mf78889qnefVFR4ejs2bN+PSpUsoKSlBXFwcLly4gD59+gAAWrZsifj4eJSWluLChQtITExUPffJ74yKGBkZYcCAAVi2bBkyMzNRVFSEjz/+GCNGjCj3GGryfZCWllbmKlVtY9J+CsOHD4e7uzvc3d3h5+eHO3fuYO3atarL2+vXr8fmzZvRqVMnTJo0CePGjcPAgQNx5coVrF+/HgsXLoSZmRlGjRqF+vXrq/2atrW1Ra9evTBy5EiMGjVKVUt50rRp09C+fXtERETA19cXaWlp+PLLL2Fqagrg0RfN2LFjsWnTpjLPff/999GsWTP07NkTQ4cOVfs1XlnsVlZWWLVqFb744gt4eHioel1qOsZ72bJlUCqVCA4Ohp+fH7KysvDpp58CAFxcXNC+fXt4e3vjypUrVW5fdXTs2BEffvghli5dCk9PTyxZsgSLFy+Gt7c3WrVqhfnz52POnDlwd3fHuHHjMHPmTFWP2sqYmppi3bp1SE1Nxcsvv4x+/fqhQ4cOmDNnTpnHzpw5E6dOnULHjh0RERGB5557Ds2aNVOrdVbEy8sLcrkcnp6eyMzMrHQ/Ll26FDdv3kTXrl3x8ssvo1GjRuWO8baxscFnn32G//3vf+jYsSO+/vprtfbThQsX4ptvvoG7uztGjhyJoKAgmJublxtvp06dMGvWLMyYMQOenp44cOAAPvvsM1haWmLevHlYtGgRPDw8EB0djSFDhiAzM1PVnvhPL7/8MpKTk+Hr6wsTExOsX78ev/32G/z8/BAUFARbW1uNxmaHh4fD1dUVPXv2RLdu3XDo0CEMGDAA165dK/PY1q1bY8KECRg9ejS8vLzw4Ycf4tVXX0VSUhKKi4sREhKC8PBwvPrqq/D391cl2YrOxdDQUIwaNQrvvvsuPDw8EBMTg6VLl6rO58DAQAwZMgQeHh6IjY3F6tWrYWRkpPGxAx79EE1JSVH7QT9y5EhYWFjA19cXAQEBSEpKgr+/f4XnWJcuXXDhwgVVefTo0fD19cUrr7yC7t27AwDmzZtXrfO8usLCwjBu3DhMnjwZXl5e2Lx5M9avX4/WrVsDeHSF6ueff0bHjh2xcuVKtSt6//zOqMj06dPRokULDBgwAN7e3rh48SK++OKLMn0oAGj0fXD+/HlV/yWpyERFDQ5Uq27fvo2AgACcPHmyzCVjIpLG1atXYWtrq2pOysvLg4eHBw4cOIB//etfEkf39A4ePIgNGzbgm2++kToUvXH//n2EhIQgISFBo6tx2sKaNhFRBY4dO4aoqChkZWWhqKgIa9asgbOzM1q2bCl1aM+kV69eKCwsVJtfgiq3detWDB06VNKEDTBpExFV6LXXXoOLiwuCg4PRpUsXXL16FevWrXvqzle6QiaTYdGiRaohZ1S59PR0JCYm4q233pI6FF4eJyIi0hc6UdM+fPgwwsPD0bt3b9VkIydOnEBYWBgCAwMRExNTZ+ZfJiIiqojkSTs5ORlz5szBp59+ivj4eFy9ehVHjx7F9OnTsWbNGuzbtw9XrlzBkSNHpA6ViIhIUpIn7e+++w59+vRB48aNYWJigo8++gj169dHixYt4OzsDBMTE4SFhSEhIUHqUImIiCQl+Yxof/75J8zMzPD222/j9u3b6NGjB9q2bas2vZyDg0OZ6TzLk56eAz3vH0JERHWYnZ1VpfdLnrSVSiV+/PFHbN68GRYWFnjrrbdgbm6u1jtTCKFRb01bWwsYG0t+8YCIiEgrJE/adnZ28Pb2Vi340LNnTxw4cEBtJZ309HS1mndFMjPzWNMmIiK9pfM17R49emDy5MnIysqCpaUljh07hqCgIHz22WdISkqCs7Mz4uPjERERodHrsZM5EREZKsmTtpubG0aPHo1hw4ahuLgY3t7eGDp0KFq3bo2oqCgoFAr4+fkhODhY6lCJiIgkZVCTq6Snl79sHxERkT6wt6/88jh7bREREekJJm0iIiI9waRNRESkJ5i0iYiI9ASTNhERkZ5g0iYiItITTNpERER6gklbDwghkJx8i2uKExHVcUzaeiAhYR9efXUgEhL2Sx0KERFJiDOi6bicnBwMGtQXeXm5sLS0xPbt8bC0tJQ6LCIi0gLOiKbnjh9PRFGRAgCgUChw7FiixBEREZFUmLR1nI9Pd8jlcgCAXC6Hr293iSMiIiKpMGnrOCsrK0RFRQMAoqIm89I4EVEdxjZtPSCEwO3byWje3AkymUzqcIiISEuqatOWfD1tqppMJoOTk7PUYRARkcR4eVwPcJw2EREBTNp6geO0iYgIYJu2zuM4bSKiuoPjtPUcx2kTEdFjTNo6juO0iYjoMSZtHcdx2kRE9BjbtPUAx2kTEdUNHKdtADhOm4iIAF4eJyIi0htM2nqAk6sQERHApK0XOLkKEREB7Iim8zi5ChFR3cHJVfTc8eOJKCwsAAAUFBRwchUiojqMSVvH+fioT6bCyVWIiOouJm0dl5ubC6VSCQBQKpXIy8uVOCIiIpIKk7aO+/LLdWrl//znM4kiISIiqTFp67jWrV3Uym3atJEoEiIikhqTto7z8/OvtExERHUHk7aOu3jxnGq+cZlMhvPnz0kcERERSYVJW8f5+HSHqakZAMDU1Iy9x4mI6jCdWDDkvffewy+//AJzc3MAwDvvvAMLCwssXrwYCoUCvXv3xoQJE+r8Cld1fPOJiOo8nUjaV65cQWxsLGxsbAAAhYWFCAoKwqZNm9C0aVOMGTMGR44cgb9/3WvPPX48EaWlfw/5OnYsEcHBfSSOioiIpCB50n748CEyMzMxadIkpKWlISgoCJ06dUKLFi3g7PxoOcqwsDAkJCTUyaTt49Md5ubmyM3Nhbm5OS+PExHVYZIn7fv378Pb2xuzZ8+GpaUl3nrrLRgbG8PBwUH1GAcHB6Snp2v0eoZ2Cdna2gpRUdFYuHAuJkyYDCsrzjtORFRXSZ6027Rpg9WrV6vKw4cPx7hx49C3b1/VbUIIjdqzbW0tYGxseH3rhg8fgm7duqBFixZ1vl2fiKgukzxpX758GWlpaQgICADwqN22U6dOajXr9PR0tZp3RTIz8wyupv2YpWUjZGRwClMiIkNmZ1f5Kl+SJ+3S0lIsXLgQnTp1grm5ObZu3YohQ4Zg6dKlSEpKgrOzM+Lj4xEREaHR6xnOQqNERETqJE/abm5uGDFiBAYPHgylUonAwECEhoaiUaNGiIqKgkKhgJ+fH4KDg6UOlYiISFIyIQynbpqeniN1CFohhMDt28lo3tyJbdpERAbM3r7yy+OG12vLACUk7MOrrw5EQsJ+qUMhIiIJsaat43JycjBoUF/k5eXC0tIS27fHw9KSw76IiAwRa9p67vjxRBQVKQAACoUCx44lShwRERFJhUlbx/n4dIdSWQrgUU97zohGRFR3MWnruNTUe2pzj6elpUocERERSYVJW8etXLlcrfzxx8sreCQRERk6Jm0dFxUVrVaeMCG6gkcSEZGhY9LWcW3atIWzcwsAQIsW/0KrVq0ljoiIiKTCpK3jcnJyVPOwp6enIjeX848TEdVVTNo67vjxRJSUFAMAiouLOeSLiKgOY9LWcT4+3SGXywEAcrmcQ76IiOowJm0dZ2VlhR49egIA/P0DORsaEVEdxqSt43JycnDo0HcAgEOHEtimTURUhzFp67jjxxNRXFwEACgqKmKbNhFRHcakreN8fLrDyMgYAGBkZMw2bSKiOoxJWw/8vRCbwSzIRkRET4FJW8cdP56oNvc4L48TEdVdTNo6zsenO8zNzQEA5ubmvDxORFSHMWnrOCsrK7z77iQAwLvvRnPIFxFRHcakrUdkMqkjICIiKTFp67icnBysXLkCwKNlOjlOm4io7mLS1nHHjyeisLAAAFBQUMCOaEREdRiTto7z8ekOpfLv3uPsiEZEVHcxaeu4pKQbauWbN5MkioSIiKTGpK3jFi/+QK28aNE8iSIhIiKpMWnrOB8f9cvh3br5SRQJERFJjUlbx1lZWamVLSw4TpuIqK5i0tZxSUl/qJVv3rxRwSOJiMjQMWnruG6DvxgAACAASURBVOeee16t3K7dCxJFQkREUmPS1nEhIf1gbPxoaU5jY2OEhPSVOCIiIpIKk7aOs7KywuTJMwAAkyfP5NzjRER1GJO2HjAyenSYjI15uIiI6jKZEEJIHURNSU/PkTqEGpeTk4OIiDDk5+fBwsICO3bsZW2biMhA2dtbVXo/q2467vjxRCgUhQCAwsJCzj1ORFSHMWnrODc3D7W5x93dPSSOiIiIpKJTSXvJkiWYNm0aAODEiRMICwtDYGAgYmJiYEBX8avl4sVzar3Hz58/J3FEREQkFZ1J2idPnsSuXbsAPLoMPH36dKxZswb79u3DlStXcOTIEYkjlIaPT3eYm5sDAMzNzbnKFxFRHaYTSfvhw4eIiYnB2LFjAQCXLl1CixYt4OzsDBMTE4SFhSEhIUHiKKVhZWUFf/9eAICAgCB2QiMiqsNMpA4AAGbPno2JEyfi7t27AIC0tDQ4ODio7ndwcEB6erpGryWTaSVEyeTk5ODw4e8BAIcPH8Tbb49n4iYiqqMkT9rbt29HkyZN4O3tjbi4OABAaWkpZE9kXyGEWrkitrYWBjeW+dixQygqUgAAFAoFLl48jX79+kkcFRERSUHypL1v3z6kp6ejX79+yMrKQn5+Pu7cuaPqfAUA6enpajXvimRm5hlcTdvNrRPkcjmKi4shl8vh5tYJ9+8b3nh0IiIC7OwqH6ctedLesGGD6v9xcXE4ffo05s2bh169eiEpKQnOzs6Ij49HRESERq9naJ3MLS2tEBUVjYUL5yIqajIsLCwNbhuJiEgzkift8sjlcixZsgRRUVFQKBTw8/NDcHCw1GFJJiioD158sQOaN3eSOhQiIpIQpzHVA0qlEgcOfIvg4BC1ZgMiIjIsVU1jqpM1bVI3YcLbuHDhHA4c+BarV6+XOhwiIpKIYXW1NkDXr/+OCxcezYJ24cI5/PHHDYkjIiIiqTBp67hlyxaplZcuXShRJEREJDUmbR1nY2OjVm7YsKFEkRARkdSYtHXcCy+0Vys//3z7Ch5JRESGjklbxzVoYPOPcgOJIiEiIqkxaeu4gIBAyOWPVvmSy80REBAocURERCQVJm0dZ2VlhUmTpgIAoqOncbEQIqI6jOO09UBQUB80amQHT89OUodCREQSYk1bDxw8uB+TJo3HwYMHpA6FiIgkxGlMdVxOTg7Cw0NQWFiAevXqIS5uHy+RExEZqKqmMWVNW8cdP56IwsICAEBBQQGOHUuUOCIiIpIKk7aOa9q0mVqZK30REdVdTNo6bt26T9TKa9eukigSIiKSGpO2juvc2fsf5a4SRUJERFJj0tZx4eGDYWT06DAZGRkhPHyQxBEREZFUmLR1nJWVFaZMmQkAmDLlffYcJyKqwzjkSw8IIXD7djKaN3eCTCaTOhwiItKSqoZ8VWtGtPv37yM1NRW2trZo0qTJMwVGmpPJZHBycpY6DCIikphGSTsjIwPR0dE4c+YMbGxs8ODBA3To0AGrVq2Cg4ODtmMkIiIiaNimPW/ePLRs2RJnz57FsWPHcObMGTz33HOYM2eOtuMjIiKiv2jUpt25c2f8+OOPMDMzU92mUCjQtWtX/Pzzz1oNsDoMtU2biIjqhhqZxtTa2ho3b95Uu+3PP/+Era3tUwdGRERE1aNRm/bo0aMxatQoDBkyBE2aNMHdu3exdetWREVFaTs+IiIi+ovGQ75++uknfPvtt7h79y4cHBwQGhoKb2/vqp9Yi3h5nIiI9FlVl8efepy2UqlEUlIS2rRp81SBaQOTNhER6bNnGqd9+fJldOjQAQkJCZg/fz4yMjLU7re1tcXx48efPUoiIiKqUqVJe+rUqdi3bx+WLVuGCRMmwNTUFImJiRg7dixWrlwJFxeX2oqTiIiozqu093hmZqbq34iICPj4+OD69eto27YtFi5ciLi4uFoJkoiIiKpI2o/HZTdr1gy3bt2CnZ0d0tLSkJeXBzMzM+TksA25NgghkJx8CwY0TTwRET2FSpP2lClTAACvv/46hgwZgtTUVISFhSEyMhKvvfYavLy8aiXIui4hYR9efXUgEhL2Sx0KERFJSOPe48nJyWjcuDGMjY2xd+9e5ObmYsCAAahXr562Y9SYIfYez8nJQUREGPLz82BhYYEdO/ZyeU4iIgNVIzOiZWVl4fPPP8ft27dhZGSE+/fv49q1a1AqlTUSJFXs+PFEKBSFAIDCwkIcO5YocURERCQVjZL2tGnTUFhYqJq2tFevXigsLMTs2bNRVFSEkydPQqFQaDXQusrNzUP140ipVMLd3UPiiIiISCoaTWN69uxZnDp1CsbGxgAAJycnfPDBB3B1dYVCocDdu3dhbW2N//73v9qMtU66ePEcjI2NoVQqYWxsjPPnzyE4uI/UYRERkQQ0qmk3bNgQv/zyi9ptN27cAAB07doV27dvx+XLl586iBUrVqB3797o06cPNmzYAAA4ceIEwsLCEBgYiJiYmDrbc9rHp7uq30C9evXg69td4oiIiEgqGtW0x48fj1GjRiEwMBCNGzdGWloaDh48iI8++gh9+jyq9X3++edPFcAPP/yAc+fOIT4+HsXFxQgJCYG3tzemT5+OTZs2oWnTphgzZgyOHDkCf3//p3oPfWZlZYWoqGgsXDgXUVGT2QmNiKgO0yhph4WFoW3btjh48CDS09Ph6OiIr7/+Gm3btlU9xsPj6dpa/fz80LVrV5iYmCA1NRWlpaXIzs5GixYt4OzsrHr/hISEOpm0ASAoqA9efLEDmjd3kjoUIiKSkEZJGwCee+45PPfcc6qyUqnE9evXa2TBEFNTU8TExOC///0vevfujbS0NDg4OKjud3BwQHp6ukavJZM9czg6RyaTqX7AEBFR3aVR0q5owZCGDRvixIkTNRLIxIkTMXbsWLz11lu4efMmZE9kXyGEWrkitrYWMDbWqJmeiIhI72iUtCtaMOTJmvfT+v3331FaWop27dqhXr166NWrFw4cOKDqqQ4A6enpajXvimRm5hlkTZuIiOoGO7samFylogVDduzY8cwB3rhxA3PmzEFRURGKiopw8OBBDBw4EH/88QeSkpKgVCoRHx+P7t016zUtBP/4xz/+8Y9/+vlXFY1q2o8XDHF2dq7xBUOCg4Pxf//3f+jfvz+MjY0RHByM/v37w9HREVFRUVAoFPDz80NwcPAzvxcREZE+02ju8bi4OCxbtgy7d+/Gf/7zH5w9exYmJiawtbXFunXraiNOjRji3ONERFR3VDX3OBcMISIi0hHPlLQvXrwINzc3nDt3rsIXeNrx2drApE1ERPrsmZJ2WFgY4uPjK5zURCaT4dChQ88WYQ1i0iYiIn1WI5fHt2/fjtDQUJ26FF4eJm0iItJnNbKe9vLly2FqalojAVH1lZaW4vTpUygtLZU6FCIikpBGNe33338fRUVF6NWrF2xtbdVmJ2ObtvYtWbIAe/f+D2FhAzBlygypwyEiIi2pkcvjbNOWzt27dzF4cF9VeceOeDg6NpYwIiIi0paqkrZGk6scPny4RoKh6vvyS/Vx8P/5z2eYMWO2RNEQEZGUNEraBQUFiI+PR3p6Oh5XzEtKSpCUlISVK1dqNcC6rnVrFwD7VOWaWFWNiIj0k0ZJe8qUKbh16xYaNGiA7OxsODs7IzExEQMGDNB2fHVeSEhfrFv3CZTKEhgbm6BPn75VP4mIiAySRr3Hjx07ho0bN2LGjBmwt7fHqlWrsGrVKly7dk3b8dV5VlZWCA7uAwDo3TsElpaWEkdERERS0ShpW1tbw9raGq1atcKvv/4KAOjevTt+//13rQZHQE5ODvbv3wsA2Lfv0fSxRERUN2mUtF1dXfHhhx9CqVTCwcEBe/bsQUJCAurXr6/t+Oq8uLhY1fjs0lIldu3aLnFEREQkFY2S9rx585CVlYW8vDzMmjULn3zyCT744APMnDlT2/HVeadOnai0TEREdYdG47Rv3LiB1q1b10Y8z8QQx2lfunQB48a9qSqvXfsl2rfvIGFERESkLTUyjWlkZCT69u2L9evXIzk5uUYCI82kpNxRK9++zf1PRFRXaTTk69ixY/jpp5+QkJCAoUOHokmTJggJCUHv3r3h6Oio7RjrtDZtXNTKLi7tJIqEiIikplFN28jICN7e3pg7dy5+/PFHREZGYsOGDejRo4e246vz4uJi1co7d8ZW8EgiIjJ0GtW0ASApKQkHDx5EQkIC0tLSEBgYiJCQEG3GRgDCwwcjPn63qjxw4GAJoyEiIilplLRDQ0ORnp6Onj17Ijo6Gl26dIGRkUaVdHpG169fg0wmgxACMpkM1679hlatdL9TIBER1TyNkvakSZPg6+vLNbUl4ObmoZrvXQgBd3fdWQqViIhql0bV5R49ejBhS+Snn46rlU+e5DhtIqK6ite4dZ5MvSSr4GFERGTwNO6IRtqnUChQUlKsdpu3tw/kcjkUCgXkcjm8vbsiL+/v+cdNTEwhl8trO1QiIpKARjOiAUB+fj6ysrLKrKft5+en1QCrQ99nROvfvzcyMu5X6zl2dvbYtWtf1Q8kIiKdV9WMaBol7c2bN+PDDz9EaWkphBAoLS2FTCZDu3btsHv37qqeXmv0PWmXV9MGgNzcXEREhGHHjvgyS3Oypk1EZDiqStoaXR5fv349PvvsMwghEB8fj1mzZmH58uWQsYG1Rsnl8koTsKWlJSwsuJ42EVFdpVFHtIKCAnh7e+OFF17AxYsXUb9+fURHR+PgwYPajo+IiIj+olHSdnJywqVLl2BjY4OcnBxkZGSgqKgI+fn52o6PiIiI/qLR5fGoqCi8+eab2LVrFyIjIxEeHg5jY2MEBgZqOz4iIiL6i8a9x/Py8lC/fn3IZDL8/PPPyM3NRffu3XWqXVvfO6JVJC8vF8HBPXDgwBG2aRMRGbBn6oh25syZCu+rX78+zp49Cy8vr6eLjIiIiKql0qQ9c+ZMAIBSqURKSgoaNWqExo0bIyMjA/fu3cPzzz+PuLi4WgmUiIiorqs0aT/uHT5z5ky4uLjgtddeU923bds2HD9+vKKnEhERUQ3TqPf4/v37MXz4cLXbBg4ciB9//FErQREREVFZGiXtNm3a4IsvvoBSqQQAFBcXY82aNXjhhRdqJIgNGzYgJCQEYWFhmD59OoqKinDixAmEhYUhMDAQMTEx0LC/HBERkcHSKGkvXrwY3377LTw9PeHv7w8vLy8cP34cS5cufeYALl26hLi4OGzfvh179uxBSUkJNmzYgOnTp2PNmjXYt28frly5giNHjjzzexEREekzjcZpt27dGnv27EFycjLS09Nhb28PJyenGgnA2toas2bNQv369QEAzz33HI4ePYoWLVrA2dkZABAWFoaEhAT4+/tX+Xo6NAKtxjzeJpnMMLePiIg0U62lOZ2cnGosWT/WsmVLtGzZEgCQkZGBzZs347333sPRo0dVj3FwcEB6enqVr2VrawFjY8NbItzc/FGmbtTIqsyCIUREVHfozHrat2/fxpgxYzBo0CDVKmKPCSE0msQlMzPPIGuij9fPzsjIQWEh2/aJiAyVnV0NrPKlbVevXsXo0aMxevRoREZG4vTp02o16/T0dDg4OGj0WobYX+3xNglhmNtHRESa0Thpp6am4u7duygtLVW73cPD45kCyMzMxBtvvIE5c+ao5jJ3c3PDH3/8gaSkJDg7OyM+Ph4RERHP9D5ERET6TqOkvWzZMnz11Vewt7dXu0wtk8lw6NChZwrgq6++Qm5uLtasWYM1a9YAAF5++WUsWbIEUVFRUCgU8PPzQ3Bw8DO9DxERkb7TaMEQLy8vfPPNN2jTpk1txPTUuGAIERHps6oWDNGoq3WTJk1gY2NTIwERERHR09Ho8vjcuXMRGRmJgICAMkOOxo4dq5XAiIiISJ1GSfuTTz6BkZER0tLSkJGRoe2YiIiIqBwaJe3z58/j1KlTkMvl2o6HiIiIKqBRm3bnzp1x7tw5bcdCREREldCopl2vXj28+eabaNeuHaytrdWGfX355ZdaC46IiIj+plHS7t69O7p3767tWIiIiKgSGiXtAQMGAABu3ryJu3fvwsvLC/n5+bC2ttZqcERERPQ3jdq0U1NT8corr2DYsGF4++23cevWLfTo0QOnT5/WdnxERET0F42S9owZM9C7d28cO3YMJiYmaNWqFRYuXIhFixZpOz4iIiL6i0ZJ+/Llyxg+fDhkMpmqE1pwcDBu376t1eCIiIjobxolbWdnZxw5ckTtthMnTqBFixZaCYqIiIjK0qgj2qxZszBmzBhs2rQJ+fn5GDduHM6fP49Vq1ZpOz4iIiL6i0arfAFATk4Ojh49inv37sHe3h7du3eHra2ttuOrFq7yRURE+qyqVb40qmmnpKQAADp27Ki6rbCwEOnp6bC2tub0pkRERLVAo6QdGRmJlJQUGBsbw8bGBg8fPoRSqYSJiQlKS0vh7u6OJUuWoFmzZtqOl4iIqM7SKGn36tULSqUSkyZNgrm5ORQKBVatWgWZTIbx48fj888/x6xZszilKRERkRZp1Kbt7e2NxMREmJqaqm4rKSlBt27dcPLkSSiVSnTu3Blnz57VarBVYZs2EZHhUCgUKCkprvbzTExM9bbZtkbatBs0aICTJ0+qzT9+4sQJWFhYAADu3LnDKU2JiKhGDRnSHxkZ96v9PDs7e+zatU8LEUlPo6Q9Y8YMvPfee+jQoQMcHR2RkpKCX3/9FcuWLcOvv/6K1157DdHR0dqOlYiI6pBt23aXW9POy8vDwIGh2Llzr6ry+CQTE9MytxkKjVf5OnjwIBITE5GWloYuXbrA398f1tbWyMzMxM6dO9G8eXNtx0pERHWIXC6v9DK3hYVFnWsy1ChpA0B2djaaN2+u6iH+yy+/4I8//sCwYcN0brw2EVF5nqaNVJ/bR8nwaJS0Y2Ji8N///hdWVlYoKSmBTCbDw4cP0bVrVwwbNkzbMRIR1YinaSM15PZR0j8aJe3Y2Fhs374d2dnZ2LJlCz766COsX78e165d03Z8RDqrLvZs1XdP00ZqyO2jpH80StqlpaVwcXFBbm4uLl++DAAYOXIkXn75ZW3GRqTT2LNV/7CNlPSdRkm7devWOHjwIAIDA6FUKvHnn3/CxMQExcXVr2UQGQr2bCWi2qZR0p46dSree+89PP/88xg3bhz69+8PmUyGyMhIbcdHpLNYayOi2qZxTfvQoUMAACcnJ/j4+CAvLw/16tXTanBERET0NyNNHvTkTGgA0LhxYzRv3hyhoaFaCYqIiIjKqrCmfffuXfTt2xcFBQUoKSlB+/bt1e4vLS2Ft7e31gMkIiLDVt2RGHl5eWr/Voe+j96oMGk3adIEBw4cQEFBAf7973/jq6++ghACMpkMAGBmZgZ7e/taC5SIiAyPQqFA+IBQZOc8rPZzBw6s/tVeaysbxO3aq7eJu9I27UaNGgEAvv/++1oJhoiI6paSkmJk5zyEU7o/jITGk3Q+lVJZCZJxGCUlxYaZtB87efIk5s6di9u3b6O0tBQAVLXuq1evajVAIiIyfEbCBEaCwyGrolHS/uCDDzB06FD06tULJiba/SVk6J5mFq2nbb/R97YboqfBzxgZMo0y8P379xEZGQljY2OtBZKbm4uhQ4di7dq1aN68OU6cOIHFixdDoVCgd+/emDBhgqo9XV8pFAoMjOiLrIeZT/X86rbfNLCxxc4de/ilQnWGQqHAwIGhyMqqfvso8BSfsQY22LlTf9tHSf9olLQHDx6MNWvWYOTIkbC0rPnJIi5evIjZs2cjKSkJAFBYWIjp06dj06ZNaNq0KcaMGYMjR47A39+/xt+7NpWUFCPrYSaeC1gNYxPtjnFXlhTg10Pj9brthqi6SkqKkZX1aDEjbV8VLCkpwYkTJ/gZqyGlshKDeA9t0+is3r9/P1JSUrB27VpVbftxm/aVK1eeOYitW7di1qxZmDJlCgDg0qVLaNGiBZydnQEAYWFhSEhI0Puk/ZixST0Ym9aXOgwig2ViYsKmPD2TbH9Y6hD0gkZn9aZNm7QaxOLFi9XKaWlpcHBwUJUdHByQnp6u0Wvp8hV0KWKTyXR7nxiix/ub+7728TOmfx7vu1rrPW5/WK+PmUZ7qFmzZnjw4AG+++47pKam4vXXX8fFixfh4+OjlaBKS0vV2q+fHB9eGVtbCxgbazTJmyTMzWv/LGnUyEorTRpUscfHmfu+9vEzpn8eH7Pa7D2uz8dMo6R95swZTJgwAV5eXkhMTER4eDgmT56McePGYdiwYTUeVOPGjdVq1unp6Wo174pkZubp9K+nvLzcWn/PjIwcFBaKWn/fuuzxcea+r338jOmfx8esNtu0dfmY2dlZVXq/Rkl7wYIFWLlyJTw9PeHl5YVmzZph06ZNeOONN7SStN3c3PDHH38gKSkJzs7OiI+PR0REhEbPFbp5HABIE5sQur1P9MHTTrGYm5tX7X3PIUTP5vH+LinRfgJ4/B78jD0bY2NTWFvZIBm106ZtbWUDY2NTvT1mGiXte/fuwd3dHQBUl6lbtmyJ/Px8rQQll8uxZMkSREVFQaFQwM/PD8HBwVp5L6LKKBQKDB7UB5kPsqv93KeZYtG2oTVit+9j4n5GJ06ckDoE0pBcLkfcrr3V/mFc2Zr1ldH3H8YaJW1PT0+sWLEC7733nuq2zz//XJXIa8rhw3//0vL29saePXtq9PWJqqukpBiZD7KxaawC9c20+175RUDkumwOIaoBtTnki55dVWvTV6Qurlmv0Vk9d+5cTJo0CR4eHiguLkanTp3QunVrxMTEaDs+Ip1Q3wywYB7VGxzyRYZKo7Pa3t4eGzduRGpqKlJTU2FnZ4emTZtqOzYiIiJ6gkbjo3799Vf07dsXqampcHV1xZYtWzBgwADVDGZERESkfRol7VmzZmHw4MFo3749AGDSpEmIiIjA+++/r9XgiIiI6G8aXR6/ceMGhg0bpuo5LpPJMHToUHz88cdaDY5IV+QrDOM96oraHPJFVJs0Stpt27ZFbGwshgwZorrtf//7H1q1aqW1wIh0SeR69kLTByYmpmjQwKbWenU3aGADExOuAU21R6OkPXv2bLz11lv44osv0LhxY6SlpaGoqAiffvqptuMj0gmbxihQX8t5O1/BHwfPSi6XY+fO6o35BZ5+3K++j/nVdRVNbFTV+ueGfFw0Strm5ub4/vvvce7cOWRkZMDe3h4vvfQSzMy0PHDVQClLCgziPeqS+nIO+dIXTzvmF6ib43512ZAh/ZGRcb/C+yuawMjOzh67du3TVliS0ihpDxs2DEeOHEGXLl20HU+d8Ouh8VKHQESk87Zt213tqyYADLrJQqOk7eHhgT179iA4OBgNGjTQdkwG77mA1TA2qafV91CWFPDHARHptWe5amKoNErav/zyCw4fPoy5c+fC2NgYwN/LZV65ckWrARoiY5N6MDatL3UYRESkZzRK2lu2bNF2HERERFQFjZJ2s2bN8ODBA3z33XdITU3F66+/josXL8LHx0fb8RHphPwiw3gPItJvGiXtM2fOYMKECfDy8kJiYiLCw8MxefJkjBs3TivraRPpChMTU9g2tEbkuuovzfk0bBtaG3QnGiJ6Nhol7QULFmDlypXw9PSEl5cXmjVrhk2bNuGNN95g0iaDJpfLEbt9H9f6JSKdoFHSvnfvnmrt7MdTmbZs2RL5+fnai4xIR3CtXyLSFRotGOLp6YkVK1aozbX7+eefqxI5ERERaZ9GSXvu3Lm4cuUKOnbsiJycHHTq1Ak//PAD5s6dq+XwiIiI6DGNLo/b29tj48aNSE1NRWpqKuzs7NC0aVNtx0ZERERPqDRpFxcXY+XKlbh+/Tq8vLzw73//G46OjrUVGxERET2h0svj8+fPxw8//IDWrVsjNjYWy5cvr624iIiI6B8qTdoJCQnYuHEjJk+ejLVr1+LgwYO1FRcRERH9Q6VJu7i4GA0bNgQAtGrVCtnZtTPBBBEREZWlUe/xxx6P0SYiMiRCCLV/iXRVpR3RhBBIS0tTO6GfLANgxzQi0nsHD+7/698DCA8fJHE0RBWrNGkXFBTAz89PLUl3795d9X+ZTIarV69qLzoiohqkUCjKTEmbm5uLmJhlAICYmKXw9e2mNpMdp5YlXVJp0v71119rKw4iIq0bMqQ/MjLuV/qYgQPD1Mp2dvbYtWufNsMi0phGk6tQzVKWFBjEexDpm23bdpepaYeHh6ito2BhYYmdO+NVZa66RrqESbsWmZiYooGNLX49NL5W3q+BjS2/cIieUP7iL2U72HKhF9JVTNq1SC6XY+eOPdVa5hF4+qUe2RZHVDVbW1vk5+epyo0aNZIwGqLKMWnXsqdd5hHgUo9E2mBubv6Pcj2JIiGqWrXGaRMRGZo//rihVr5+/ZpEkRBVjUmbiOq0F17ooFZ2dX1JokiIqsakTVTDOLuWfrl2TX1o69Wr/ydRJERVY5s20VMqb6IOAPj220fDhfbti0dISN8y97ODoG6Ry+UoKlKoyubmPDaku3Q6acfHx2Pt2rUoKSnBiBEjMHz4cKlDIlKpaqKO1atjsHp1TJnbOVmHbvnnFRFeISFdprNJOzU1FR999BHi4uIgl8vxyiuvwMvLC+3atZM6NCIA5U/UsXfvHnzyyd+Jevz4iWVq2xw7r1umTJmB2bOnq8pTp86SMBqiyuls0j5x4gS6dOmiWho0KCgICQkJTNqkM8obvieXm6mVzczMOUxPx2VlZamVHzzIlCgSoqrpbNJOS0uDg4ODquzg4IBLly5V+TxDXD308TbJZIa5fYakQwc3tbKbmxuPmc4rezmcx4x0lc4m7dLSUrX1u4UQVa7nbWtrAWNjw+sQb27+aLsbNbKCpSVrbbps+fJYtfKuXduwePFiiaIhTTg5NVErt2zZDHZ2VhJFQ1Q5nU3ajRs3xtmzZ1Xl9PR0tZp3eTIz8wzyF3JeXi4A6fd78AAAEIBJREFUICMjB4WF7CSjy6ytG6qVGzSwxf37ORJFQ5qYO3eeWnnWrNl46aXOEkVDdV1VPxh1Nml37doVq1evRkZGBurVq4cDBw5g4cKFVT7PEDt+Pt4mIQxz+wzJL79cVitfuXKFx0zH+fv3RFzcdlU5ICCQx4x0ls4mbUdHR0ycOBEjRoxASUkJIiIi4OrqKnVYRJX67bff/lHmRB267l//aqVWbtHiXxJFQlQ1nU3aABAWFoawsLCqH0ikI2xtGyE39+/L4VwxSvcFBARh1aqPUFxcDFNTU/TsGSh1SEQVMrxeW0QS+ufVIDc3D4kiIU1ZWVlh8uQZAIDJk2eysyfpNJ2uaRPpm3PnflYrnz17WqJIqDqCg0PQvr0rmjd3kjoUokqxpk1UgwIC1C+t9uwZJFEkVB0ymQxOTs5VDislkhqTNlENGjo0Uq38yiucL5+Iag6TNlENSk29p1ZOS0uVKBIiMkRM2kQ1aOXK5Wrljz9eXsEjiYiqj0mbqAaFhw9SK0dEDJEoEiIyREzaRDXoyZm1AGDHjm0SRUJEhohJm6gGRUVFq5UnTIiu4JFERNXHpE1UgxwdG6uGDclkRnBwcJQ4IiIyJEzaRDXo0KGDEH+tNiFEKQ4dOihxRERkSJi0iWqU+vJQXC2KiGoSkzZRDQoICIJcLgcAyOVyLj5BRDWKSZuoBllZWWHSpGkAgEmTpnPxCSKqUVwwhKiGcfEJItIWJm2iGvZ48QkioprGy+NERER6gkmbiIhITzBpExER6QkmbSIiIj3BpE1ERKQnmLSJiIj0BJM2ERGRnmDSJiIi0hNM2kRERHqCSZuIiEhPMGkTERHpCSZtIiIiPcGkTUREpCeYtImIiPQEkzYREZGeYNImIiLSE0zaREREeoJJm4iISE+YSB0A/U2hUKCkpLjM7Xl5eWr/PsnExBRyuVzrsRERkfRkQgghdRBxcXE4ffo0PvzwQwBAUVERZs6ciStXrsDc3BzLly9H69atq3yd9PQcbYeqVf3790ZGxv1qPcfOzh67du3TUkRERFSb7O2tKr1f0pq2QqHAJ598gs2bNyMwMFB1+6ZNmyCXy7F//36cOXMGkydPRlxcnISR1o5t23aXW9MWQiAl5Q6aNm0GmUymdp+JiWlthUdERBKTtE371KlTUCqViI6OVrv96NGj6NevHwDAy8sL2dnZSE5OliLEWiWXy2FhYVnm78cff8CoUZH48cfEMvfx0jgRUd0haU3bz88Pfn5+ZWrRaWlpcHBwUJXt7e2Rnp4OJyenKl/zHxVRvZeTk4Plyx81G6xYsRjdu/vB0tJS4qiIiEgKtZK09+3bh4ULF6rd1rhxY+zcubPcxwsh1C4DCyFgZFT1RQFbWwsYGxtWh/jvvtuLoiIFgEfNCadO/YBXXnlF4qiIiEgKtZK0+/Tpgz59+mj8eEdHR6SlpcHZ2RkAcP/+fbWad0UyM/MMrqadkZFVpnz/vn53uCMiovLZ2elwR7SK+Pn9f3v3GxRVuccB/ItgK+ROMyZIjFLTVIqOwU1jbHQkLvJvYRcWB6jUyHjDGEjFpeLeSaeAQifhhTrT2KSO9Acw5OJOOOhghFg4Mv4BpFFbKJfKFkJgxWTZ5bkvGLc2QJu5wHN2+X5e+ex5zvp75nHO1+ecs+eEoaqqCitXrkRzczNUKhUCAgL+1r7y74WfXH+9uV8I9xsjERH9PYo8l7xp0ybYbDbExcWhoKAAO3fulF2SNENDQ07tO6fKiYho5lHESjspKQlJSUmOtkqlwo4dOyRWpBzt7a1/aV+SVAkREcmmyJU2/eG333qd2j093ZIqISIi2RjaChcS8g+n9lNPrZBUCRERycbQVrj+fue7x2/cuCGpEiIiko2hrXCpqRuc2s89t1FSJUREJBtDW+G+//4KPDxGp2nWrFm4cuWy5IqIiEgWhrbCrV69Fvff7wMA8PHxwZo1ayVXREREsjC0FU6tViM7e/SFKtnZuXzuOBHRDKaI32nT3UVGxsButyMyMlp2KUREJBFX2i5g164iFBXlo7h45j4ZjoiIGNqK98svv8Bg+C8A4OjRI/j11+uSKyIiIlkY2gpXWrrfqX3o0AFJlRARkWwMbYVLSkpxaq9fnzJBTyIicncMbYVrbj7j1D579swEPYmIyN0xtBXOaPz+L+2rkiohIiLZGNoKx8eYEhHRHQxthWtra3Fqt7ZelFQJERHJxtBWPOHcEhN0IyIit8fQVriIiGh4enoCADw9PbFuXZTkioiISBaGtkvxkF0AERFJxNBWuLq647Db7QAAu92GurrjkisiIiJZGNoK19/f59QeGOiXVAkREcnG0Fa4zk6jU7ujo0NSJUREJBtDW+GWLFnm1A4KCpJUCRERycbQVri4OB28vEZfe+7lNRsajU5yRUREJAtDW+HUajVyc/8DAHjjjX9j7ty5kisiIiJZPIRwn8d1dHdbZJcwJYQQ6OoyYeHCRfDw4M++iIjcla+v+q7budImIiJyEQxtF1BbW4MXXliP2tpjskshIiKJeHpc4SwWC5KTdRgcvIm5c+fi8GEDr2sTEbkpnh53cadPN8BqHQIADA0NobGxQXJFREQkC0Nb4VavXguVSgUAUKlUWLNmreSKiIhIFoa2wqnVaoSHrwMA/POfUTw1TkQ0gzG0Fc5isaCu7gQAoK6uFjdv3pRcERERycLQVrjTpxswPGwFAFitVl7TJiKawRjaCsdr2kREdIfU0DaZTEhLS4NOp4Ner8e3334LYHRFmZubi9jYWOj1ehiNxnt8k/tSq9XIzv4XACA7O5fXtImIZjAvmX95fn4+9Ho9EhMTYTQasWnTJpw6dQqlpaVQqVQ4duwYzp49i9zcXBw5ckRmqVJFR2uwbNlyLFy4SHYpREQkkdTQ1ul0iIiIAAA88sgjsFqtuHXrFurr67F161YAwNNPP42BgQGYTCYsWnTv0HLHR3N7eHggMDBQdhlERCSZ1NCOj493/Pnjjz/GkiVLoFarYTab4efn59jm6+uL7u7ue4b2vHn3w9OTl+mJiMg9TUto19TUoLCw0Okzf39/VFZWAgD27duHiooKfPLJJwBG32r157dZCSEwa9a9w7i3d9AtV9pERDQzzJ9/98eYTktoazQaaDSaMZ8LIfDOO+/g/Pnz+Oyzzxyr6wULFsBsNjtOCff09DitvO/GfZ6kTkRE5EzqueTdu3fjypUr+PTTT51COSwsDFVVVQCA5uZmqFQqBAQEyCqTiIhIEaS95WtwcBCrVq2Cn5+f08+YPvzwQ8ybNw/btm1DW1sbZs+ejcLCQixbtuye3+mOb/kiIqKZ415v+eKrOYmIiBSCr+YkIiJyEwxtIiIiF8HQJiIichEMbSIiIhfB0CYiInIRbnX3OBERkTvjSpuIiMhFMLSJiIhcBEObiIjIRTC0iYiIXARDm4iIyEUwtImIiFwEQ5uIiMhFMLQluHnzJrRaLbq6uibsU1xcjBUrVmBwcHAaK6M7du3ahdjYWGg0Ghw4cGDCfpwn5Xj99dcRHR2NhIQEJCQk4MSJE+P245zJNd7x75tvvoFWq0VUVBRKSkow0eNDysvLERQUBJPJNF3lKg5De5pdvHgRGzZsQGdn54R97HY7DAYDnnnmGRgMhmmsjgDg66+/xrlz52AwGFBZWYnS0lJ0dHSM6cd5Upa2tjaUl5ejuroa1dXViIyMHNOHcybXeMe/27dvIy8vD3v37kVNTQ3a2trw1Vdfjbt/ZWUloqKiUFFRMV0lKw5De5qVlZXh7bffhp+f34R9Ghsb4evri/Xr16OsrMzx+ZkzZ/DSSy8hKysLGo0GmzdvRl9fH4DRoElMTIRWq8WWLVvQ09Mz5WNxV2FhYTh48CC8vLzQ29uLkZER+Pj4jOk3mfO0Z88eaLVaaDQabNu2bXoG6kb6+vrQ29uLnJwcaLVa7NmzZ9zVGudMrvGOfy0tLXj44YcRGBgILy8vaLVa1NbWjtnXaDTi559/xpYtW1BZWQmr1QoA6Orqgk6nQ15eHnQ6HZKTkx0r8ZaWFqSkpECn0yEtLQ0//vgjAKCiogI6nQ5xcXHYunUrbt++PQ2jnySCpAgPDxcmk2ncbVlZWWL//v3CarWK0NBQceHCBSGEEE1NTSIkJET89NNPQgghMjIyxKFDh0RPT49Ys2aNuHbtmhBCiI8++khkZWVNz0DcWHFxsXjyySfFm2++KUZGRsZsn6x5GhgYEKtWrRI2m03YbDbx1ltvievXr0/fQN3A1atXRWZmpjCbzeLWrVsiLS1NHD58eEw/zpky/Pn4ZzAYRE5OjmPb6dOnxebNm8fsU1RUJPLz84UQQsTHx4svv/xSCCGEyWQSixcvFi0tLUIIIfLz88X7778vrFarCA8PF+fPnxdCCFFTUyOSkpKEEEKEhoaK/v5+x/deunRpikY6+bjSVpgbN26gvr4eGo0Gs2fPRlRUlNOK4PHHH0dAQAAAICgoCP39/WhtbcXy5cuxaNEiAEBqaiqampqk1O9OXnvtNTQ1NeH69etjTsdN5jyp1Wo88cQTSE5Oxt69e/Hyyy9jwYIF0zdQN/DYY49h9+7d8PX1hbe3NzZu3Ij6+nqnPpwzZRoZGYGHh4ejLYRwagOAzWbD0aNHERcXBwCIi4vD559/7tj+4IMPYvny5QD+mLsffvgBarUaISEhAIDY2Fhcu3YNFosFERERSElJwc6dOxEdHY2lS5dO9TAnjZfsAshZdXU1AOD5558HAFitVlgsFuTl5QEAVCqVo6+HhweEELDb7WP+0Q8PD09j1e7l6tWrGBkZweLFi+Ht7Y3IyEhcvnzZqc9kz9PBgwdx7tw5nDp1Cunp6fjggw8QGho6peN0J62trTCbzYiIiAAweu3a09PTqQ/nTJn8/f3R3d3taHd3d4+5fFhfX4++vj7k5OQAGA1xs9kMo9EIlUr1t+YOGJ0/m82G9957D+3t7WhoaEBubi4yMzORkJAwhaOcPFxpK8yRI0dQUFCAkydP4uTJk2hsbERgYCCqqqom3Cc4OBgXL150XMcpLy/nweP/YDQasX37dlitVlitVhw/fhwrV6506jOZ83TnmtzSpUvx6quvYvXq1WP+k0B3NzIygsLCQlgsFgwPD6OsrGzMjWicM2UKDg5GR0cHOjs7HTcKrl271qnPF198gczMTMfcNTQ04Nlnn0V5efmE3/voo4+ir68PFy5cAADU1NTA398fc+bMwbp16+Dv74+MjAwkJCTgu+++m9IxTiautBWkra0N3d3diImJcfo8PT0d+/btw/bt28fdb/78+Xj33XeRmZkJm82Ghx56CAUFBdNRsluKiYlBe3s7EhMT4enpiZiYGGg0Gsf2yZ4nf39/aDQa6PV6+Pj4ICAgAHq9fkrH6G6Cg4Px4osvIiUlBXa7HVFRUYiPj3ds55wpl0qlwo4dO5CdnY2hoSGEhYU5zVNPTw+amprGHNPS09PxyiuvIDU1ddzvve+++1BSUoLCwkL8/vvvUKvVKCkpgbe3NzIyMrBx40bMmTMHDzzwAIqKiqZ0jJOJ79MmIiJyETw9TkRE5CIY2kRERC6CoU1EROQiGNpEREQugqFNRETkIhjaRERELoKhTURE5CIY2kRERC6CoU1EROQi/gex9pWFVF375wAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(7, 6), dpi=80)\n", "ax = sns.boxplot(data=agr_rolling, orient=\"v\", linewidth=1, width=0.25, fliersize=3, palette=my_pal, whis=1.5)\n", "ax.set_title(\"Boxplot dos retornos rolantes da carteira agressiva (com outliers)\")\n", "ax.set_xlabel('')\n", "ax.set_ylabel('Percentagem da variação')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Wall of Worry" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Deixo só, por último, um gráfico da carteira 4Fundos EW (moderada) que mostra diferentes pontos de preocupação ao longo dos anos. Notícias que fizeram os investidores ficarem preocupados na altura, mostrando o que aconteceu com a carteira nos momentos e anos seguintes.\n", "\n", "Alguns momentos criaram, de facto, quedas significativas (Falência da Lehman) que demoraram algum tempo a serem recuperadas (1 ano). Outras situações, como o episódio que ficou conhecido como _Taper tantrum_ criaram quedas repentinas de um mês (e depois mais 3 na recuperação) que embora com pouco impacto na rentabilidade criaram situação de algum stress.\n", "\n", "Outras, como o Brexit ou a eleição de Donald Trump parece que passaram completamente ao lado dos mercados, criando ambas apenas uma queda de um dia, sendo que posteriormente a carteira continuou a criar novos máximos." ] }, { "cell_type": "code", "execution_count": 55, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", "showLink": true }, "data": [ { "line": { "color": "rgba(65, 105, 225, 1.0)", "dash": "solid", "shape": "linear", "width": 1.3 }, "mode": "lines", "name": "4Fundos EW", "text": "", "type": "scatter", "x": [ "2007-04-20", "2007-04-21", "2007-04-22", "2007-04-23", "2007-04-24", "2007-04-25", "2007-04-26", "2007-04-27", "2007-04-28", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "annotations={'2008-09-15':'Falência da Lehman' , \n", " '2011-08-03':'S&P Downgrades U.S. Debt',\n", " '2013-05-22':'Taper tantrum',\n", " '2010-04-27':'S&P cuts Greek debt to junk',\n", " '2015-06-30':'Grécia Falha' \\\n", " '
pagamento ao FMI',\n", " '2016-06-24':'Brexit',\n", " '2016-11-08': 'Trump', \n", " '2020-01-30': 'Coronavirus'}\n", "\n", "round(fundos_norm['4Fundos EW'], 2).iplot(kind='scatter', title='Performance do portfolio 4Fundos EW', yTitle='Valor por cada 100€ investidos',\n", " color='royalblue', bestfit=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### Conclusão:\n", "\n", "Investir acaba por ser simples. Sabemos de antemão a forte probabilidade de uma carteira agressiva ter uma boa rentabilidade a longo pazo, até significativamente superior a uma carteira defensiva. Adicionando a isso a o crescimento exponencial dos juros compostos a muito longo prazo é uma situação significativamente mais vantajosa.\n", "\n", "Simples não quer dizer fácil. O stress causado pela muito maior volatilidade da carteira agressiva, a possibilidade de perda de cerca de 50% do capital (mesmo que momentaneamente) numa carteira mais agressiva joga contra as rentabilidades maiores destas mesmas carteiras.\n", "\n", "Mesmo a carteira defensiva e a curto prazo, alguns momentos como os que fiz alusão no gráfico anterior são situações que nos criam stress e são desagradáveis. Uma visão de médio/longo prazo do investimento é algo necessário nesses momentos de desconforto.\n", "\n", "A carteira a seleccionar por cada um de nós é esse tradeoff entre maior rentabilidade de médio/longo prazo e o maior desconforto a curto prazo." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Notes:** Portfolios with yearly rebalancing" ] }, { "cell_type": "code", "execution_count": 60, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "Export to plot.ly", "plotlyServerURL": "https://plot.ly", "showLink": true }, "data": [ { "line": { "color": "rgba(65, 105, 225, 1.0)", "dash": "solid", "shape": "linear", "width": 1.3 }, "mode": "lines", "name": "Portfolio", "text": "", "type": "scatter", "x": [ "2007-04-20", "2007-04-21", "2007-04-22", "2007-04-23", "2007-04-24", "2007-04-25", "2007-04-26", "2007-04-27", "2007-04-28", "2007-04-29", "2007-04-30", "2007-05-01", "2007-05-02", "2007-05-03", "2007-05-04", 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SHwQQsBMgcGNclESAwK0kzDwkhAIEbiEsOl12XYDAzXViHhBSAQK3kBaebrsqQODmKi83D7EAgVuIi0/XXRMgcHONlhsjgICHBAjcPFSMIDeFwC3I1aVv5RQgcCunPs8OqgCBW1ArS7/KLUDgVu4K8PwgChC4BbGq9MkLAgRuXqgCbQiaAIFb0CpKfxBAwE6AwI1xURIBAreSMPOQEAoQuIWw6HTZdQECN9eJeUBIBQjcQlp4uu2qAIGbq7zcPMQCBG4hLj5dd02AwM01Wm6MAAIeEiBw81AxgtwUArcgV5e+lVOAwK2c+jw7qAIEbkGtLP0qtwCBW7krwPODKEDgFsSq0icvCBC4eaEKtCFoAgRuQaso/QmqwJtv7Zbl37lNurq75YrLL5GPzT83Y1fvvned+d7iKxaKXrf6zrvlhmsWy7HHzAgqT85+EbjlJOKEYggQuBVDkXsgcKQAgRujAoHiCxC4Fd+UOyKgAgRujAMEii9A4FZ8U+6IgAoQuDEOECi+AIFb8U25Y/gE+uNx+f4dd8krm7clOz//vHkm8BrPkRqY6fXW/efOmZU1aLOeReB2pDqB23hGItfkLUDgljcZFyDgSIDAzRETJyGQlwCBW15cnIyAYwECN8dUnIiAYwECN8dUnIhAXgIEbnlxcTICjgQI3BwxcRICWQXSAzHr75MmThxX6JYeuHUe7pJbVt5qZradOvvknNVIvz7nBSE4gcAtBEX2QhcJ3LxQBdoQRAECtyBWlT6VW4DArdwV4PlBFSBwC2pl6Vc5BQjcyqnPs4MsQOAW5OrSt3IJELiVS57nBknAbgbaq1u3y6OPPyVfufYqiccHTGC2Z+8+0+2lX7suGZxpONbb1yu9vX1mhtyF58+TJ556Lskz55QT5WBbh+zdt998rbGhQZZ943qzPKReu+Hp0XNTZ9TlmuGW6bog1SS9LwRuQa6uh/pG4OahYtCUQAkQuAWqnKkXR6EAACAASURBVHTGIwIEbh4pBM0InACBW+BKSoc8IEDg5oEi0IRAChC4BbKsdKrMAgRuZS6ATx7f0z8iax7qkhsWNnumxW8fGCpLW6a2VkhlRWTMs+0Ct0c2PCObt2yTL179OfnRmp+KtRyktRfbl7+4yIRuGn5t3PRyMkTTGzuZ4WbdXwM9PXRJS2tGXbbALdt1ZQEt0UMJ3EoEHfbHELiFfQTQf7cECNzckuW+YRYgcAtz9em7mwIEbm7qcu+wChC4hbXy9NttAQI3t4W5fxgFCNzCWPX8+qxh29I7OiQhCbl9yaT8Lnbx7Iu/vk+GhhMuPsH+1g/9y9ScgZu1BOT888+RU046QVbfebfccM1iMystPVCzW/4xV+CWaUbdvfc9KDcvvVH+/Re/Ms/RPeQ04LOeP3XKZBPMpe4FpzPxrOuamxpL7lmqBxK4lUo65M8hcAv5AKD7rgkQuLlGy41DLEDgFuLi03VXBQjcXOXl5iEVIHALaeHptusCBG6uE/OAEAoQuIWw6A67vHPPoOxvH5H1z/fIjt1D8u1rW2Tm9CqHV7t/mhdnuOmSkNah+619bP65JvDSAG3J9V8QK9DSWWZ79rxjArFCArePXnR+cmnK1OfkCtwyXUfg5v645QkBFyBwC3iB6V7ZBAjcykbPgwMsQOAW4OLStbIKELiVlZ+HB1SAwC2ghaVbZRcgcCt7CWhAAAUI3AJY1CJ1afGKA7KvfVimtFTIsisneCpsK1IXi3Ybuxln1s1TZ5gxw61o5HnfiBlueZNxwXgECNzGo8Y1COQWIHDLbcQZCOQrQOCWrxjnI+BMgMDNmRNnIZCPAIFbPlqci4BzAQI351aciYBTAQI3p1L+PU9nquU7M+2FrXFZsbZDLvtIg1xweq3ovmUcmQWyBW7W96z91ez2cNM762w360jdZ60mFhNriUqdNaf7vumh52x46lmzhGQsVp3XHm6ZrgtyjQncglxdD/WNwM1DxaApgRIgcAtUOemMRwQI3DxSCJoROAECt8CVlA55QIDAzQNFoAmBFCBwC2RZ6VSZBQjcylwAlx+vYdv1q9rk7psm5xWaLf1hu5nZ9tWFzS63MBi3zxa4aQ+twGzP3n2mw0u/dl0yOLNbUjL1/NPmzpJF/3ipfPvWOyQ1cNP76LUbnn7O3HP+efOSoV3qPTPNsLO7LhjVsO8FgVuQq+uhvhG4eagYNCVQAgRugSonnfGIAIGbRwpBMwInQOAWuJLSIQ8IELh5oAg0IZACBG6BLCudKrMAgVuZC+Di43v6R0zYpstC6ky1yy5qsH2ahnJbdgzKgg/Xme9veX1ANHDLN6RzsSvcGoGCBQjcCibkBk4ECNycKHEOAvkLELjlb8YVCOQSIHDLJcT3ERifAIHb+Ny4CoFsAgRujA8E3BEgcHPHlbuGW4DALbj11yUhd7w9JDOnV0pPPCFXL2g8YmlJDddWP9A5Gspd1CBzjq+WjVv7ZfOOAbl9yaTg4tCz0AkQuIWu5OXpMIFbedx5avAFCNyCX2N6WHoBArfSm/PEcAgQuIWjzvSytAIEbqX15mnhESBwC0+t6WnpBAjcSmddyidZs9RuWzJRtrw+KGvWHzaP/+Wqo8Y043vrOuWFLXE5/uhKE8719o+Y7+tst6svbiplk3kWAq4KhCJwS11jVDV1DdKPzT83CZv+/fRzdGPAe+970Jyva5l+5dqrRDcR5HAuQODm3IozEchHgMAtHy3ORcCZAIGbMyfOQiBfAQK3fMU4H4HcAgRuuY04A4HxCBC4jUeNaxDILkDgFswRoktJdveNyD3LJpvZa/c/3i1Pbuo7InBbvOKAXHBGrZndpuGbnqN7t1145ujXOBAIikDgAzfdSPC+db+Qz3z6E9Lc1Ci6ed/y79wmX/7ioqwbBloFfnXrdhO23bz0RnO93eaCQRkMbvaDwM1NXe4dZgECtzBXn767JUDg5pYs9w27AIFb2EcA/XdDgMDNDVXuiYAIgRujAIHiCxC4Fd+03He0ZrfdcGmzCc700H3aNITTGW8zp1eZr+keb5fetF9WfqlV5pxQLeuf6zUz4VLPKXdfeD4CxRIIfOCWDqUB3PfvuEvmzpmVnOWWLUTT702fflTy3PQArliFCPp9CNyCXmH6Vy4BArdyyfPcIAsQuAW5uvStnAIEbuXU59lBFSBwC2pl6Ve5BQjcyl0Bnh9EAQK34FX1iRf75Cfru+TBFVPGdO6Sm/bL5xc0ypMv9ckF76+V+rqo6D5v1jKTGsDt3D1kwjcOBIImELrArfNwl9yy8lazrOSps0829cy05KRdOKcz5FbfebfccM1iOfaYGUEbD671h8DNNVpuHHIBAreQDwC674oAgZsrrNwUASFwYxAgUHwBArfim3JHBFSAwI1xgEDxBQjcim9a6jvqkpFTWyuSj13z0GHZuWdIVl7TOqYpy+/pkH0dw7Jrz5BZRrKhJmJ7Xqnbz/MQKIVA6AK3XEtCpi45eeJ7Z5rZcB+96PxkOJceuPXFB0pRJ98/Y2hoRIaGR6QmVun7vtABBLwk0BcflOrKSqmoiHipWbQFAV8LDA4OSyKRkOpqfmf5upA03nMCfX2DEotVSjTK7yzPFYcG+VZgYGBIItGoVFVGfdsHGo6AFwV6egekvrZahF9ZXiwPbfKpQH98SCorolLJ7yyfVlDk5jWHpaE2Itd8pkHqayLm78dNq5R/+mTdmD49/dKA3PnzbvO1KS1RqauJypmnVMnfXzC67KSTozbG7DcnTpzjPYFQBW4ath1sa5OvXHuV1MRiGathLSN53ryzj1h+Mj1w0/8TxpFbYHh4WEYSIlWV7/4riNxXcQYCCOQSGBgc/T+s0SgvWXJZ8X0EnAoMDQ9LQkSqKvid5dSM8xBwIhAfHJSqykqJRnh76cSLcxBwIjA4PGzygEp+Zznh4hwEHAv0DwxKrLpSIiRujs04EYFcAoNDw6L/7qqC31m5qDz7/S/fekgOdIyYsO071zTLN+7slM+cVysf/2DNmDb39CfkyhUdY772z1c2yqzjRvd0c3LU1xG4OXHiHO8JuBq4pQZc2nWdLfbK5m3S2NAgy75xfUmXZHQatmk7U/dtYw+34gxalpQsjiN3QSBdgCUlGRMIFF+AJSWLb8odEVABlpRkHCBQfAGWlCy+KXdEQAVYUpJxgEDxBVhSsvimpbrjzj2DsmXHoOgSkjctajH/vfDMWrn/sW5Z+aVW273Ylt7ZLlt2vDtR5e6bJo9ZjrJUbec5xRHQSUhvvPGWnPPhs4tzwwDfxbXALX2vtFe3bpdHH3/KzC577X92Jv+cbaZZsdyzLSOp7Xz62d/IxX/zUfO49Bls2u5773tQbl56ozQ3NZowTo/FVywsVvNCcR8Ct1CUmU6WQYDArQzoPDLwAgRugS8xHSyTAIFbmeB5bKAFCNwCXV46V0YBArcy4vPowAoQuPm3tLon28ZtcdMBDdie+F2fPLmpz/z9l6uOsu3YltcHZMvOAXnixT6ZOb1Sll3Z4l8Aj7W8Px5PTmzSpl1x+SXysfnnZmxlrvM179jw9HPJ65d+7brk9lr6vY2bXpZ/uPTT0hePy6ubt8m+AweTWUmhNNb2Xl3do0uQWsdpc2eNWaVQM5xVt/3YZDLHHjMj42OtTGrP3n3mnOnTpmZsq/Zt2x9eK1pfrEa5GrilIqQGVQqpf19y/RdMiOXmkY6cXjT9uzXzzvpe6qDSrz2y4RkTuumRXmw32x6kexO4Bama9MVLAgRuXqoGbQmKAIFbUCpJP7wmQODmtYrQniAIELgFoYr0wYsCBG5erApt8rsAgZs/K7j+uV4zk21Ka1QWfLjezGx7YWtcVqwdXTIyU+Dmz976o9WpOUv6pCe7HmQ7X6//91/8Si5f+GmzBVf6ZCS9nxXYvb7zzZKsWpi64mBqWOhk1USdPKVhmxVAaq6zecu2I7YYs0LGbIHceEeDa4GbhfHRi86X9/zFDLll5a0mbT119smSPmtsvI3nOv8IELj5p1a01F8CBG7+qhet9YcAgZs/6kQr/SdA4Oa/mtFi7wsQuHm/RrTQnwIEbv6sG632tgCBm7frk6l1i1cckOOmVcrVFzcll4Ts6R+RS2/aL1NaKuSeZZP92TGfttpupleu1f3SZ4blOj81x8k2w+2/fvuSbHjq2eQMMSsPmjRx4hGrA2rwpUe2mXj6/UwTtZzOcEsvq10OpW3Zs+cdOf39p45Z2bBYQ8K1wM0CWv6d20SnBM4/b56BtlLXWSedyLKMxaqiD+5D4OaDItFEXwoQuPmybDTa4wIEbh4vEM3zrQCBm29LR8M9LEDg5uHi0DRfCxC4+bp8NN6jAgRuHi1Mlmbp3m3Xr2oTu/3XdI82PVZe0+q/juXZ4urfflckMZL1qoEPfE0kEs16TjHuYzcDLdMsLiufWX3n3XLDNYuTSzFmO18Dqh/8aO0RM9ky7eGWeq+nn3vBBFl2W3E5DdxSZ7elYo43cNP7HWxrS85wS22vbnuWupVYnsMi4+muBm7FaiT38b8AgZv/a0gPvClA4ObNutAqfwsQuPm7frTeuwIEbt6tDS3zrwCBm39rR8u9LUDg5u360Dp/ChC4+a9uax46LJt3DMjtSyYd0fh97cOiM91mTq/yX8fybHExgjJ9ZDHuYzcDLFfglr61l935qXuppW+3lY3LmtXW3dMrDfV1RyzdaF3rJHDLtg1ZvoGbtUVY6pKRGiY++vhTyTa6tQqj64GbNnzld28fU5d8ipbn+Od0jwoQuHm0MDTL9wIEbr4vIR3woACBmweLQpMCIUDgFogy0gmPCRC4eawgNCcwAgRugSklHfGQAIGbh4qRoykapO18e0hWr+uUT324XhbMq/NP411oaTGCsmIGbvnMWMt3RpyTPeHSibPt+/bK5m22FbFWQ7S+aQV3c+fMsl12Mt/AzbpvaqimS2DqjLb0o9j7uLkauNmlhFZa+rcLPp5zzU4Xfj64ZZkECNzKBM9jAy9A4Bb4EtPBMggQuJUBnUeGQoDALRRlppMlFiBwKzE4jwuNAIFbaEpNR0soQOBWQuw8H6VLR+pMtfsf65YF59TJ6p91ygtb4+YudstJ5nn7nKdH27ZLpK9dIv1tEuk7JJIYlsG5i3JeF8YT3N7DzdT83nUyffpRjrKb1H3btv3hteR+bum1yTXDLddss/EGbtmuy/XM8Y4v1wI3C/ujF50vp84+eUz70qfvjbfxXOcfAQI3/9SKlvpLgMDNX/Witf4QIHDzR51opf8ECNz8VzNa7H0BAjfv14gW+lOAwM2fdaPV3hYgcPNufXSfNp3VpstE1tdEJSEil3+kwTS4FLPbqjf+yxE4A2d93btgZW6ZBmJ66F5pdjPS0vcty3a+To76zxc2yeWXfNrc05os9eUvLjoi07HrtgZp1r5tqc9JPzdb4JZrdpveK1Nwpvfd8NSzyaBP/64z1qw8Kv37qe3yXeCWLT3Mth5nmccrj3dJgMDNJVhuG3oBArfQDwEAXBAgcHMBlVsiICIEbgwDBIovQOBWfFPuiIAKELgxDhAovgCBW/FNi3FHnd2mgVtdTdTc7uJz6uSs2bG89maLDPSIxA9JpL9j9H/xDjNTTf878L4vi0Qrsja16r9/JJH+w2POIXDLTGYFVNZyjVdcfsmY2WjpgVu289O/p091uh1YepiVOttNw8DUI1vglm0POrv2nTZ3VnIftvQ2pO5Fp8/Ptlyk7wI3ZrgV4yMvOPcgcAtOLemJtwQI3LxVD1oTDAECt2DUkV54T4DAzXs1oUX+FyBw838N6YE3BQjcvFkXWuVvAQK38tdPw7WNW+Iy5/hqM5tt9QOdMrW1QhIJkZXXtMrOPUNy9uyY44ZWvvbvEu38k8jIUMZrdGnIRN3krPes+NMzZhnJRM1ESdSO/k+qwr1vnOMicKLnBFxbUlJ7ajdljz3cPDcGStIgAreSMPOQEAoQuIWw6HTZdQECN9eJeUBIBQjcQlp4uu2qAIGbq7zcPMQCBG4hLj5dd02AwM01Wkc3vv/xbrNHmx66bKQuIZk6q+2yi0aXkNQj0tcmiepGkYrqrPeu+v39Ejm8O+s5QydeLCMtf+mojZyEQBAEXA3cFEin5q387u1jrJxOSwwCMH0YFSBwYyQg4I4AgZs7rtw13AIEbuGuP713T4DAzT1b7hxeAQK38NaenrsrQODmri93D6cAgVv56q7hmi4bedy0SjOLrf3QgFzyoQE5d1a/HNPQZZZ+lP7RJSAj/V0ikpChk/5eRiYcl7XRlTt+LdEDW82SkYlYiyRqmiVR0yqJmhaRmgmSqG2RRHWTRnjl6zxPRqDEAq4HbiXuD4/zqACBm0cLQ7N8L0Dg5vsS0gEPChC4ebAoNCkQAgRugSgjnfCYAIGbxwpCcwIjQOAWmFLSEQ8JELiVrxgatnX3jciyKyfIzt1D8pe9v5KjI69LbWx03za7Y/g9F8rwUe/L2ujIwOi+a6OhGgcCCKgAgRvjoCQCBG4lYeYhIRQgcAth0emy6wIEbq4T84CQChC4hbTwdNtVAQI3V3m5eYgFCNxCXHy67prAeAO3J17sk4ef75WV17aYpRA5UgSG4hLp11lp7RKJH5JIX4eMTDpJRiYcnzxJl5J86NleWfvNSUk/3TOtYs+LtpRmVlpNq4xMOVVGWk6AGwEE8hQoauDWebhLbll5q+zZuy9nM6ZPmyo3L71Rmpsac57LCf4XIHDzfw3pgTcFCNy8WRda5W8BAjd/14/We1eAwM27taFl/hUgcPNv7Wi5twUI3LxdH1rnT4HxBG7fW9cpT27qMx2+ekGTLJhX58/OF6nV0UO7JHpwi0T6O03IJkPxI+48fPRZMnzMPNm5Z1A2bomLBm7pdtH9r0rFno2SqJ0sibpJkqidKIk6/fOUIrWU2yAQXoGiBm7pjHffu06mTz9KPjb/3OS3+uNx+f4dd8lHLzpfTp19cnjlQ9ZzAreQFZzulkyAwK1k1DwoRAIEbiEqNl0tqQCBW0m5eVhIBAjcQlJoullyAQK3kpPzwBAI5Bu46b5jl960X86aFZPNOwalsS4id980OZhSQ/0SGY5LItactX/Rfa9I5a4NWc8ZmXiiDL13gax56LCsf75X5hxfLSuvaQ2mG71CwIMCrgVuOttt1W0/lsVXLJRjj5kxpuuvbt0ujz7+lHzl2qukJhbzIAtNKrYAgVuxRbkfAqMCBG6MBASKL0DgVnxT7oiAChC4MQ4QKL4AgVvxTbkjAipA4MY4QKD4AvkGbtZSiA+umCIvbI3LirUd8stVRxW/YaW8oy4B2XdAIr0HJdLfNvrf3v0SGeyTkUmnyNAJn8zammjnG1K5/UFzzhvvDElTXURapk6UREyXgWwRiU2QkcbpkmiYLrpvW31tRK6+uFFmTq8qZS95FgKhFihL4PbmW7tFZ78tuf4LLCkZkuFH4BaSQtPNkgsQuJWcnAeGQIDALQRFpotlESBwKws7Dw24AIFbwAtM98omQOBWNnoeHGABu8BNZ7HpYbc32+IVB+SCM2rlsosaZMvrA7L0h+1y25KJvgyPIoffksrXH5bIQE/GCicap8vgrH/IOgIig70SbXtN/tTdKF9fMyKdQ03G7oEVY5eC1JltOsPtpkUtcvZsJrsE+MeKrnlQwLXAzVo6cu6cWWOWlFQDneF2730PsoebBweEW00icHNLlvuGXYDALewjgP67IUDg5oYq90SAGW6MAQTcECBwc0OVeyLADDfGAAJuCNgFbjprbfPrg3LDZ5uTwZDuPbZi7SHZ1z5slpCc2lph/qwB3MovtcqcE6rdaF5e94wMHBbp7zTXROKdMjJ5dvagrO+gVL16T+ZzohUy0jhDhk6+1FE7NEzbsKlfprZGZdeeoTEz/6xwUm+kQZxdmOnoIZyEAALjEnAtcNPWaLD2gx+tlWXfuD65rKQuNXnLyltl/vnnHBHEjasHXOQLAQI3X5SJRvpQgMDNh0WjyZ4XIHDzfIlooE8FmOHm08LRbE8LELh5ujw0zscCzHDzcfFoumcF0gO3J17sk9UPdJo92jZuiyf3GtOlJPV7C+bVy4J5dcn+fHLJO6UP3EYGJdr+R4n0d0ikv10i/Yck0ntAZGQ42a5EzQQZ/KvP53Sv3vQ9SdRMlETtBEnEJpglIM0ykDUTJFHVkPP61BN0b7vLPtIgF55ZY/a5u3pBU9LKCtx8v/xmXiKcjIB3BFwN3LSbVsC2Z+++ZK+Xfu06OXX2yd5RoCWuCxC4uU7MA0IqQOAW0sLTbVcFCNxc5eXmIRYgcAtx8em6awIEbq7RcuOQCxC4hXwA0H1XBFIDNw2Flq89JAvOqTNLRq5/rlfWrD9sZmotv6fDPH/ZlS1j2lGWwG2wT6pfuj27RyQqA2feKBKJFuS2ZceATGmpMDP6sh3WfnbW7D/LTmf+6QxADSxf2NIvty+ZVFB7uBgBBMYn4HrgNr5mcVXQBAjcglZR+uMVAQI3r1SCdgRJgMAtSNWkL14SIHDzUjVoS1AECNyCUkn64TUBAjevVYT2+FFA92fb+faQ7G8fNktCDgwOy1mzq6W6ulKuX9WWnNGmfbNmZelst117h5J7t6X2e7yBW2Sgyyz/aGaoDXRKpK9dIn0dEhnskoH3X5eTtvp33xcZio89r6JqdIZarc5Sa5XhaR8QqRj/UpdqZc1a0wAy2/G9dZ3S0zsyJpDUJSZ13zZdQvL+R7tl554hWXlNa86+cQICCBRfgMCt+Kbc0UaAwI1hgYA7AgRu7rhy13ALELiFu/703j0BAjf3bLlzeAUI3MJbe3rurgCBm7u+3D0cAtaSkdpbnbm1v2NY6msi0lAXldnHV8tXFzYnITSQW72uU3SWlx52e7Vdt+qgnD2nxsyIc3JU/f5nEuneM2b5x/TrBk/7giRi77bD7r4VbzwpEhETrIm1JGR1k5MmODpH+639177rMpHZ+mftZWd3ngaSurTkxq39MnN6pVx9cfHa6KgjnIQAAkaAwI2BUBIBAreSMPOQEAoQuIWw6HTZdQECN9eJeUBIBQjcQlp4uu2qAIGbq7zcPMQCBG4hLj5dL5rAirUd0t2XMDOtdJnD+x/rlrqaiL6OlrXfnCT1NUcuwajLSW7eMSgPrphyRDuW3tkuumzi5R/uN3ugSbQya1urtvxfifTsz3rO0MmXykjzsUXrc743sma2WdfNOb4648w0XUpy9c86JSEity+ZeMTSk2rX058wweYFZ9Q6DibzbTPnI4BAdoGiB27Wnm0LPn6RrP/145K6d1tqU6ZPmyo3L71RmpsaqVEIBAjcQlBkulgWAQK3srDz0IALELgFvMB0r2wCBG5lo+fBARYgcAtwcelaWQUI3MrKz8N9JrBzz6DMnF41ptXW7LabFrXI2bNjosHSr/6zW44/ulJmTI1l3KdMz3vqt93yqTPiEol3SKRf/3dIpL9DXnp5r4wMdMsHTo7J4Ox/lETDtKxSlf/zkETb/miCudHlHydIIqZLQE4Q0f/qcpBVjSIRDQHLc2gQ+dCzvXL5R3Qfux7jYi0FqUtEzpxWaUJGndl21/rDsuPtIbnwTPswTe+1cUtctB52MwTL00OeikD4BIoeuFmEGrytuu3HsviKhXLsMTPGyL66dbs8+vhT8pVrr5KaWCx86iHsMYFbCItOl0siQOBWEmYeEjIBAreQFZzulkyAwK1k1DwoRAIEbiEqNl0tqQCBW0m5eZiPBawlDjUUuuHS0aUZNTRbekeHLDinbswsq66euFRXRiUWGxvOpXe/8g//JtFDu45QeX33oLQfHpYzT6mRoff+jYxMPDmrXCR+SCRaMRqqefBY/1yvrFl/WBZ8uM4s/6iB2fpne2XuCVVy1YImWbziQHKfO2uPO10ycsG8OtvepC7heduSiUeEoB4koEkIBFKgLIHbm2/tlrvvXSdLrv8CM9wCOayO7BSBW0gKTTdLLkDgVnJyHhgCAQK3EBSZLpZFgMCtLOw8NOACBG4BLzDdK5sAgVvZ6HmwzwRSQx7dV+zJTX3S3ZuQmUdXmplaozPU2iTS1ybxQ++ITJ4tlZOOz9rLijc2SMU7rxxxztsHhmT7G4NywYcmyfBfnCMjk2Z7VkuDSD10xlr6oXutXXhGrbywJS71tRFZduUEE45ZoZqer6GaBnK67OY935wkL2yOy+oHOuWBFVNsl+K0nqH73O3aMyS/XHWUZ21oGAJBFyhL4PbIhmdk85ZtzHAL+uhK6R+BW4iKTVdLKkDgVlJuHhYSAQK3kBSabpZcgMCt5OQ8MAQCBG4hKDJdLIsAgVtZ2HmoAwGdPaZhTvoSjg4uLfgUDYR0Jpu2QQ8Ng3TfMD1077BY9y6p6tsrH5olcvYx+6Qx0TbmmYNDwzJ8zDyJHvuhrG2p2Ps7ib6zSRI1rSKxCaNLQdZMlO17a+Ub94g89N2jC+6L2zdQly07BmXltS3JWulSjw8/1ytPbOozjz9ueqUsW9SSDOXU1QrW9Pu6n9uWHQPm+1pzPf/2JZPcbjr3RwCBAgWKHrjp7LXl37lNurq7MzatsaFBln3j+iOWmiywL1zuYQECNw8Xh6b5WoDAzdflo/EeFSBw82hhaJbvBQjcfF9COuBBAQI3DxaFJgVCgMAtEGUMZCe+t67TzCLT5Rt1L6+SHIN98uaePvn6T4ZM+KPBkM5i0xltG7f2mxBu5+5BGX5royw84SUTFNkdGriNTJkrkb/8xLiarYHV9avaxKvLJarL6p91Sn1t1MxeS4jI2XNi8tWFzWa5yPsf65YpLRUyc3qlWULSbvabwrywNS4NNRGZ0lphrtN663HBGbXmXhwIIOBtgaIHblZ3s+3h5m0SWueGAIGbG6rcEwERAjdGAQLFFyBwK74pd0RABQjcGAcIFF+AwK34ptwRARUgcGMceFHA2i9NZzrtbx8xSw3qLDMnh1675E3ulQAAIABJREFUv33YhGOph349GfwM9Uuk96BE+g5IpK9dor37JdJ3UGSwT9a+dIJsjZybvL6nd0TWP99rbnXTohbz35d/s1mum/2UVFZE3n1EZUwStZPMbLWeSLNEJxwjVa3HOGmy7Tm6HOPKL7Ue0Y9x37CIF+qsto3b4sk7akCmYZkuD7lxa1zOmhUzQVs+h4aM5trZsbLMasynrZyLAAKjAq4FbgAjkCpA4MZ4QMAdAQI3d1y5a7gFCNzCXX96754AgZt7ttw5vAIEbuGtPT13V4DAzV1f7j4+Ad3T677HumXtNyfJom8dTM6eynW31H3WdAlDDdk2buuXOTOrzT5hKxYekpMHH5fIwGiAlnq8vntQmuqj8otXJ8tJn/xHOXt2LPltnX01ZUKFnD03ZoK/yMBhibb/jySqGyRR1TC6HGR1ffL8rp64VFdGJRarytXkjN+/5Kb9cvlHGkyI5aVj6Q/bzR5sdTVRaaiNyD3LJpvmXbn8gOzvGN3PTWcEXnZRg5eaTVsQQMAFAQI3F1C55ZECBG6MCgTcESBwc8eVu4ZbgMAt3PWn9+4JELi5Z8udwytA4Bbe2tNzdwUI3Nz15e65BTTA2bl7SC48s8aEYnroTDRdknDlNa2y5qHDsnPPkPnzEcfwgET626W/s10e3dgva34z3ZyiM+N27Rkyf9b7dPclpLd/RFZc1iNnDP7cfF0Dtsb6qExtqZA33hmSP7wxYL6+s/9YOf9z/1DQLKtiBG5L72w3s9u8FFzpUpKX3rTfLPmoIaYeqct9auD5k/Vd8u2U/dxyjwDOQAABvwoQuPm1cj5rN4GbzwpGc30jQODmm1LRUB8JELj5qFg01VcCBG6+KheN9YkAgZtPCkUzfSdA4Oa7kgWqwTpTSgM33Qtty44BWfDh0dlc9XXR5NKCOrvsDzt6ZPnfH5RI/JBE+jokEu8U6W+XyGCfDA0n5MVtcXm9s1UmnbPYhHUaVOn+YHrMPWF0ltn/uqNdzpk9LJc132v+/qv/rpcd7U1y+ulHy33P1crfffwY+esPziiKb7ECN4mICbZ0xpgXDg3bNHTz6lKXXjCiDQiEScDVwO3ue9fJwbY2+cq1VxnT799xl7yyeZs0NjTIsm9cL8ceU5wP7DAVzK99JXDza+Vot9cFCNy8XiHa50cBAjc/Vo02+0GAwM0PVaKNfhMgcPNbxWivXwQI3PxSqWC2U2dxTWmtkK8ubDZBjh7pe7Vp4Pbbl/bLivc/IK1NFUmIw70jUlUh8vaBYXlj75B88K8apPLDSzJC6bM01Jtc1SaNk48S3TPMOnR5xAdXTCkacjECN+33/Y91mzbdfdPkd/efK1orj7yRLsG5+oFOuWx+Q3LvOHXSEFNnIWo4qscDK6Y43lPPxeZyawQQKLOAa4Fb5+EuuWXlrXLF5ZfIqbNPlle3bpdHH3/KhG+v/c/O5J9rYu+u/VtmCx7vogCBm4u43DrUAgRuoS4/nXdJgMDNJVhuG3oBArfQDwEAXBAgcHMBlVsiICIEbgyDfAU0gFn9s8My8+hKc+kNC5sd3+LA/sNy3y92yadP75VJ1R3y0K/flPnvG5Ep86/NeA9rmcLvnrZGTpgxOlvt7QNDJjxrbYpKT6JZpHaCnHP2NBk67qKM9/neuk55clNf8vtuztIqduDmZltTwXRJzzXrD8tZs2Ky7MoWWb2uU17YEpez5sTMEpv6vVKFf44HFScigEDZBFwN3Fbd9mNZfMVCM5NNZ7vpoX9/863d5u9Lrv+CNDc1lq3zPLh0AgRupbPmSeESIHALV73pbWkECNxK48xTwidA4Ba+mtNj9wUI3Nw35gnhFCBwC2fdx9trDb90BlTqkWu2U+WuxyTS2yaRvgPyxu4es1eazpjq7U9IV++InHlKTBrO/6pIZU3GZunstGntj0ttQ0yu+NsZ8m//FZNnt9fKnu7Rd603XNo8Zi8xuxvpjLGHnu01+4vtax+Rs2e7NzGiGIGbtdym9kWXlCzFXm6LVxwQneWmS3xecHqtqbX+2TpmTq+Uqy9uGu/w4ToEEAiYgGuBW388bpaQ/OhF58t7/mLGEbPd7r3vQbl56Y0EbgEbUJm6Q+AWkkLTzZILELiVnJwHhkCAwC0ERaaLZREgcCsLOw8NuACBW8ALTPfKJkDgVjZ63z1Yl3zUPbx0n7XGuhF5Y8cBeXl3s1z+kQZZMG907zW7o+rlOyUyMLo04ou/7zf/PdyTMHuv6Yw1/d/g7M9JouGojPewloPUEzQo0/3ZtB079wxJd9+I3L5kUk5PDZI06CvFUYzATWcSrnmoazQAO6HaLLvp5qHPu35Vm5nd1tOfMI/SgE3307OWtnQSbLrZRu6NAALeEnAtcNNu6ky25d+5Tbq6u2X+efPM7DZrqclZJ51o/s4RDgECt3DUmV6WXoDArfTmPDH4AgRuwa8xPSyPAIFbedx5arAFCNyCXV96Vz4BArfy2Xv+ycMDEuk/JJF4hxw60C6bN++VnTsPyuL5QxIZ7BFJJOSOXZfIlj2NctuSiRm7U7n9AYl2vilSUSWPvxqTpskTpXliqzy1rVb+8e+OkdqmFklUNYpEIhnvsfyeDtm4LS6611pv/4gcN73ShGzW/mLp+76V27YYgZvVB52Zp7PdVl7T6mq31jx0eDTInFdvlo7UcPKCM2plzsxqE2zW10RM8Feq0NLVznJzBBAoioCrgVtRWshNAiFA4BaIMtIJDwoQuHmwKDTJ9wIEbr4vIR3wqACBm0cLQ7N8LUDg5uvy0XgPCxC4ebg4ZW5a4tV/lb273pI9+4fkcO+IVFZEZMbkCjnpPe8uMfhSxd/I0nUtZslDnQVlNwNKA7uegQr5Xz8ZNAHZeGZJaeik99f9w3TZQ2uPsTITZXx8MQM3axnPX67KPAOwGA6W61mza2TpD9vNLW9a1OLq0pvFaDf3QACB8gkQuJXPPlRPJnALVbnpbAkFCNxKiM2jQiNA4BaaUtPREgsQuJUYnMeFQoDALRRlppNlEAhC4FbKpQLLUKKCHxkZ7BWJH5JIf/vojLX+dhmeerokGqdnvLfOdNr2yH/IzKrXZEpLhRw9pVKmtoxdjjFR3SDD77lA/unOVtnfMWzupTPNdE+39MPaP+3zCxpz7rVm1yhdzlLrPHN6lZntNaW1wtMzrYoZuFl7uWnY6MbsMg1Bt+zQ5SsPm5mKPb2JZOC28kutZlYbBwIIIGAn4GrgZu3j9srmbdLY0CDLvnG9TJ0y2eztNnfOLPnY/HOpSkgECNxCUmi6WXIBAreSk/PAEAgQuIWgyHSxLAIEbmVh56EBFyBwC3iB6V7ZBPweuFn7To1n1pSia4iz+oFOs2zegnPqpLs3IVt3DIgGRHOOr5ZPzaszIY+fjmjbdom2/1EifR1mOUgZHjyi+UPHzZeRqafZdssyXXjiq3JcxXaZPXuKTJwyURKxVknUTpBETYskat/dM02DmvXP95pZZ7rso7qlLn+o4d2KtR3jmtnmJ/fUthYzcLP2znMr/Preuk55clOfWa7zwRVTTKD5k/WHpaE2KjcsbHYl5PNrXWk3AgiMFXA1cLv73nUyffpRct68s2XN2vvkU5+4SI49Zoa8unW7PPr4U/KVa6+SmliMmoRAgMAtBEWmi2URIHArCzsPDbgAgVvAC0z3yiZA4FY2eh4cYAECtwAXl66VVcDPgZsGEdevapOu3oTo7l/3fHOSmWFld1h7fWmgptdpiLb+uV6zV5V16OwhDeA0eJh7fJXs6xiWXXuGsi6r58XZdRVvPScVb2/MOq6Gp50uw8eeb3uOWU4wIY73DLNmYOnyg7v2DJqlHy+7qMEEbzo7SmuUkITZcy0sRzEDNzX75JJ3xK3ATe9t7dV24Zm1YSkR/UQAgSIIuBa4dR7uklW3/VgWX7HQzGpLDdzefGu3aBi35PovSHNTYxG6wS28LkDg5vUK0T6/ChC4+bVytNvLAgRuXq4ObfOzAIGbn6tH270qQODm1crQLr8L+DFwW35Ph+zaO2To62oismxRiyy9s310Rs5nm46YkaZh29I7OpIzdTQk09ls65/tlQvPqBHds0pntM2cXikXnFk75nq9r4ZGGiDpffSwZrxpcHfltw7KhWfWyNULmoo6FCJ9B0eXf9RZav3tIvFO89+RKXNk+OgPZX1W9MAWqdzxyJhzEnWtkqhplUSsRaRmgow0zpBE3eTkOdoXDSut8CyfcEdd1jzUZWZD6X30zzveHpL5Z9QYTw3cdKlCv80ULKSgfgncdGaizlB0a7nKQgy5FgEEvC9QlsCNGW7eHxjFbiGBW7FFuR8CowIEbowEBIovQOBWfFPuiIAKELgxDhAovgCBW/FNuSMCKuCXwE2DnNU/65TZJ8RMQKDHcdMr5aufbU7u66Uzs1KDIr1GZ7QtXnHAzFrr7R8x1+meZLrnmF5vzbqyAqf0UaHh3v6OETlrdsyEcnpoOKEz357c1Cu6XKIev1x1VMEDKtr+mlS8+ZRE4l0Z7zUy6UQZOmFB1mfpMpKRzjdFrCUgq7OHgU+82CcPP99rwso167ukPhaRZVe2FNQfrdETm/pl5tGV0t03EqrZbQrnh8DNWgpUZ7d9dWFzQfXmYgQQCKeAa4Gbcj6y4RnZvGWbfPGqz8lP7/83s6TkhOZmuWXlrTL//HPYwy1EY47ALUTFpqslFSBwKyk3DwuJAIFbSApNN0suQOBWcnIeGAIBArcQFJkulkXAL4Gb7gH26uuDJjTToGzm0VXy+YsbxywheeXyA6JL4k1tqZDZx1fLw8/1mL3FrD3FNFR74sV+MwtLlz10MotLwyizx9vx1WbWlhXaWcW67CMN5l52gVtk4LBI/LBIIiGRxKCMNM/MWuNo506p3P7vWc8ZmXSSDJ3wqYLGis5i27JzwMzaW72uU57Y1GfupzPc1MaJi5MG6FKFeujsvwXz6pxcEphzvBS46c/OB2bVmJ8N69BZnjrzUGd66jjgQAABBMYj4Grgpg3S2Wwrv3v7mLYt/dp1cursk8fTXq7xqQCBm08LR7M9L0Dg5vkS0UAfChC4+bBoNNkXAgRuvigTjfSZAIGbzwpGc30j4PXATcOhh5/vMTPJdFnCLa8PZgxvdPnHLTsGjL0uX6ihQn1txMze0WUhUw9dBnE8Sxzqvm+69OS31h5KLpn4/3xvj9xxZYcc3dglkb72Py8FeVBkZDj5yETTMTJ4ymezjotIf4dU/fcac44u92iWgazV/06RRO1ESdSMf9aZ+u16e9AEbWqq4drZc2LyX1vi8s1FE8zXNThMnfVX6CDWZ+osqmVXThiXdaHPL+f1XgrcrD3a9OdAA+QnX+qTy+Y3iM4IfWDFlIz7HpbTj2cjgIA/BFwP3PzBQCvdFiBwc1uY+4dVgMAtrJWn324KELi5qcu9wyxA4Bbm6tN3twQI3NyS5b5hF8gUuKXvV1YOJ2t2mS4BqbNzcs3E0cBtSmuFaWpP74jMnFFlwjkNl9w8vnjzH+R/z/m5nDCjKuNjErEGGTztmpzNiPS1mXCtmIcGbMvXHjLhoy6lqUsIvrAlbmbr6Qw9y1UDsqmt0dCFY8W0tu7llcBNf451JpvO0NTg89Kb9psmnjUrJhu3xYuyFKobftwTAQT8IUDg5o86+b6VBG6+LyEd8KgAgZtHC0OzfC1A4Obr8tF4DwsQuHm4ODTNtwIEbr4tHQ33uIAVuOk+ZVOtsKp/RK781kFpqIvIBafXyllzYmUJYXR21M49QyYocBKaZdqHzWkJIoNdEuk9KJHeNon0HTB/luFBGTz1yqy3eOq3XSIvrJIzT4lJa9No4GeOaKWZlZaobZFETasMHzPPaVOKdp7uO6cz1zS0tPbp0lBSv/7kpj65aVGLnD07VrTncaNRATcCtxsubR6zLKQTaw1bdSabHheeUZtcPlRnMjbURmXlNa1ObsM5CCCAgK2Aa4Fb5+Eus1fbrJNOlMVXLIQ/5AIEbiEfAHTfNQECN9douXGIBQjcQlx8uu6qAIGbq7zcPKQCBG4hLTzddl1AA7dYrEYWL28zAdtZfw5fdOlE60idBeV6g3R2Wv+IrH+214RCCz5cJ1df3OTaYyt3PTYasvUdEBkaXY4y/Rg46+s5n/+v379fqmqb5LIFM0SskK3avXbnbNCfHXVGk90earrc5v72YZk5o9JRmOnkeZzzroAbgVs+P4capm7eMWBC9Iee7ZWGP89u1JltGmLrTEdrb0PqhgACCIxXwLXATRuUvn/baXNnyVeuvUpqYvwrkfEWzK/XEbj5tXK02+sCBG5erxDt86MAgZsfq0ab/SBA4OaHKtFGvwkQuPmtYrTXLwIauN1yd7+80z5slhPs6UuYl/H6cl8PnSGjf/8/X2pNzoBzu2+6BF5334h09yXk29e25D+7bmTI7KWWqJ+Ss6nVv1udMWizLh489SpJ1GafCaThoFp5acaQhqb3PdYtD67I7ZATihPyEih24HbdqoMy9/hqR+Gz1n3N+sMmUNP9BjVg0z0MdaajzpJ78nd9Zq9DAre8SsrJCCBgI+Bq4Jb+vEc2PCP33veg+fL0aVPl5qU3SnNTI4UJgQCBWwiKTBfLIkDgVhZ2HhpwAQK3gBeY7pVNgMCtbPQ8OMACBG4BLi5dK5mAzhzb+faQedFuHa+90SVLbu+RlV9qNS/lzTm7h5Izn3Qm1OIVB8yLet1Hze1j9bpOs+zdbUsmmoAv41KSwwMS6e+QSH+7ROKdJmDT/4r+faDHNHPwfV+SRHX2d3FVW34qkZ53RCqqJBGzln9skURsglkGUmqac95Dn6WB28YtcdPuTIfup6X9sZbudMtSn6Nt2bg1LnOOr3IU0rjVlrDet9iB2/fWdZoZiU4CXWsZUR1n+vOrs0Tr66ImcHtgxRTz860hnO5vyIEAAggUIlDSwO3ue9fJhqefM+0lcCukbP67lsDNfzWjxf4QIHDzR51opb8ECNz8VS9a6x8BAjf/1IqW+keAwM0/taKlpRPQGVXd/QnHe3BZYZa2UF/Ga/AWjQzLf24eyjoLaumd7SIRkWWLnO2lNh4BDfq2vD4oy9d2OAr3ql69RyJ9B7M+avCUz0qi6Zis52hoJ9FqSVTXj6fZyWueeLFPVj/QKXffNFk2boubkCP1sIJLddfwUsNNt47l93SYNuhhBaluPYv72gsUO3DTEE2XWdXALNuh4+x//7DdBG161NVE5fY/h9caxM6cXkXJEEAAgaIJuBq4pc5o0xazpGTR6ua7GxG4+a5kNNgnAgRuPikUzfSVAIGbr8pFY30kQODmo2LRVN8IELj5plQ0tEQC+vJ8xdpD5sX6TYtaTOimf9a9m86aM7q9ib5c16/pEo0a9Og1GrJNaa0w39Nl5/S47KKG5BKSds3XwE2XoLMLbzRo0sOa/bb0h+1mBo0GaLn2nFqxtkNmtMblgyf0y9O/eVva3mmTv2jukn+4+iJJ1E3OKln5x/+QaPvrGc9JVDfI8PEfk5Hm40pSEQ0/te/aZ51JpPvOzZxWaYI1rYHWSpfJ1EOX7bQLTooRiFjtuOCMWrPE5T3LsjuWBCeEDyl24GbV9ZerjsqqaZ2ne7Vp6Krj4KsLm0NYAbqMAAKlEHAtcOs83CW3rLxVZp10oiy+YmEp+sIzPCxA4Obh4tA0XwsQuPm6fDTeowIEbh4tDM3yvQCBm+9LSAc8KEDg5sGi0KSyCWhQ9cLWuOhLdV0aTsMuDc2sWVa6bKEGXhr26Av4KS0V5hwNflJfvuv5NdUD8qFTmyQSiWTtzyeXvHNE4KZLTVozaTRAemFz3Mzy0ufpoXu/Xb2gaczSddGDW+WPL2+X3W8dkPjhDqmKDCafe9qJMWmqi0jVKZ+Ukcmzs7an4k/PSLT9NbMMpNSMLv+Y0OUf9b+1mZd1dKtoVtChQaYGZ3po+HbB6bUm8JzSGpVli1pMvbR+OhMudWlJaxnAXIFKtvZrzfVZdTURuX3JJLe6yn0dCJQrcNNx9NCzvfLNRRNMAGyF8Q6azCkIIIBA3gKuBW55t4QLAi1A4Bbo8tK5MgoQuJURn0cHVoDALbClpWNlFiBwK3MBeHwgBQjcAllWOjUOAQ3aNLCxgixdPnDLjkFZeW2L/OyxbunuS5gZbC9sicvU1qg01Ebl6osbMy4l13aoR1qb63IGblcuPzAm2Hv4+V4TLOnSiRs29cvF59SZ2XWzj682oZ6GeT9Z32W+rmGgHvq1N//rETkltsX8vS+ekI+eVSePbuyV1qaonHlKjfn68DEfkuGjPzQOnfJdomHXpTftNw3QWUW631Z9TUQWzKs3wUdqkHbdqoMSkYipmbVHnQZl6pnvEpDWvnz1tRFZekeHCVrTw7zyqYT3yeUI3MwM19/1mZDdyV5v4a0OPUcAgWIJELgVS5L7ZBUgcGOAIOCOAIGbO67cNdwCBG7hrj+9d0+AwM09W+4cXgECt/DWvpg91zDCCjic3FdfXLu511a2Nuizdd80PTZu7Tczo65e0GhCtURCZNmVLeZ72qefPNQlG7fEzZ91fzCdzabBnLXMZOpMqvRnOg3cNNirr4vKVy+pl2//eJc0Rjrlr0/sk/cf2ysvb94nu17fL1vjfyU3LDk/afy9dZ0meNKX/xomrVnfJZX7XpLzJvxGzjmtRmpjUZFohbQPNkndhBapapwkiViz2XctUeu/GVo6u+i46VUy94QqWf9cr1la8rjplbJrz9CYwE2DketWtSXDSGtvPd1v6/KPNIyZEZhrnOpzrKVB9VyWEMwlVprvlyNw06Vfd749JDOPriRwK02ZeQoCoRdwNXCzlpXcs3ffEdDTp02Vm5feKM1NjaEvQhgACNzCUGX6WA4BArdyqPPMoAsQuAW9wvSvXAIEbuWS57lBFiBwC3J1S9M3DbA08Lltif1yg+uf75Wtr8dNUKWzjDTkemJTv5w9JyazZ1Yn9ygrRWut5QkzPSt9mUY9T5d81P3Z8p3Z4jRw+80TL0n/H5+R+acOyW8298ux06rkPUdVmiYODSfkiU19UjnjfTLvM59KNtta4lKXtdNZeXosOKNP/vo9bXLKKVNFdAnI6qZSkJb8GRp+Lr/nkNn7TkO39CUeNRyZOb1SprRWyn2PdcvnFzTKlp0D0tM7kgxTnTRal/Xs6k1IQ23EzCzU2Y3ZAlYn9+ScwgXKEbjpLEndJ1D3D9SwnQMBBBBwW8DVwO3ue9eZ9pd7Dzdtx4ann0taXnH5JfKx+ecm/54eDC792nVy6uyTk99/ZMMzcu99D5q/nzZ3lnzl2qukJsaHdD6Dk8AtHy3ORcC5AIGbcyvORMCpAIGbUynOQyA/AQK3/Lw4GwEnAgRuTpQ4J1XAmlGl4ZkeuqyfNWPtsvkNyZlrGrQ9+WKfvNM+bEIL3XfM2gNN90jb1zEs+9tHRPcoSz/0GXpuMQMOax+u46ZVjgledLaYPkf7YLdEpNmrLc+wJTLQKZ3v/Emam+olMWFm1gG09w9bZPujP5cTZlTJ67sH5cIzaqWyYuy+byMT3iNDJ12SvE/qMovWvm4aCpVr1mCpf0K0Jt39CTPjLX1mpbVnm7ZJl+XUkMSaFWc31uzabi0vyhKSpa5s7ue5FbhlW3JUQ3f2bMtdG85AAIHiCbgWuGmIteq2H5uw7dhjZhSvxXneqT8el/vW/UI+8+lPmNl0b761W5Z/5zb58hcXmVBNv//9O+6SuXNmmRBOv7/6zrvlhmsWm3a/unW7Cdus2XheCRHzZCj76QRuZS8BDQioAIFbQAtLt8oqQOBWVn4eHmABArcAF5eulU2AwK1s9L58sBW2mWUZRZIBms4Me2JTr9nXTGeCWUv56TnWi2ydlbX++R45e06N2XvMmm2WGmrokoB3rT9sZsNpeHTh6bVmmUddyrHQY81Dh82eaGu/OSmv5S8zPTcy2CuRzl0SGTgskf5DIvEuiSSGRQa6zN/7BwalespfytBJf5+16ZHuvfLs2p+Y2Ww1jc0y74PTRGITJFHTIomaCZLQP9e2ikSrxtxH+2NmDV7TWtRgslDncl9vLQWpoe5XL2s2tdZxq7OUdEydNasm59KSusynHtbyouXuE89/V6DUgZsVbue7ByA1QwABBAoRCHzglo5jF7BpiLbk+i+YQC79+/q96dOPSs6ISw/gCsEP07UEbmGqNn0tpQCBWym1eVZYBAjcwlJp+llqAQK3UovzvDAIELiFocqjfdTQYeb0KtFQSw8ns8d0uUKdSaRHQ03EBDy6jN+FZ9RJfU1E9h8anbW2YF6d6MyiJzf1meUX/2tLXL65aILU10XMM60jfa83nTmiYV1P34icNSdm9lF79fVBmdoaNftzWe3UUM7JkWkvOSvcK+YslUjX21K17b6MzdLALdY0WQb/6vPZmz4yJLfd+4Y8vrUhGU466aueo7V0Uken9wvCeWqiY1FD3VSbK5cfMLMs9WuZxpOOnyu/ddDs2VfMsRIEV6/0odiBm/ZLP4cyBWrWZ4fOjsxnn0qveNEOBBDwp4BrgZtypIdVXiCylo/UZSV1hptdgGbNYrt84afHzH7T9qfPgPNCn/zQBgI3P1SJNvpRgMDNj1WjzV4XIHDzeoVon18FCNz8Wjna7WUBAjcvV6d4bdMQQmf43PDZZrPnl4ZgK69tyfgCWfevsoI5DdB0ZtDO3YPS05/IuJeZBnrf+1mn7GsfkW9f2zImaMvUE91vS/fi0kODEH3mZR9pMGGJhh47dw+ZJSv179ah7Zk5o9KcmxrmWXvJab+6exOy+oFOmdpSYZau1PtooKfLLqYfZoZaX5tEeg5IpO+g+bMeg7P/MWsBdIZb1Us/sD0n0Xi0dI3USn1Tqwwf++52JJluqH3Zr/2ZUclL/eIN+zF3Sl1qMlOYZu2Nd8EZtUcEdi41i9vmKVDqwM1aXvSXq47Ks6WcjgACCIxfwNXATcOph398t8I5AAAgAElEQVT1uFy96HLP7HmWviSkBm6PPv7UmH3Z0gO3j150fnJPt/TATYMkjtwCg0PDZomF2tjo5sEcCCBQHIHe/gGprqqUyopocW7IXRBAQAYGh2QkIVJTze8shgMCxRTo6RuQmliVVETH7m1TzGdwLwTCJtA/MCTRaESqKyvC1vVQ9fepl+Jyx8+7k32ePKHCzCK75aomWfvLHnn65bj53k//uVWsc7/+D40ypSUquueZW8cvf9Mvk1ui8sxLcdm6a1D+5kO1cu77qsXal0wDvgef6JWnXo5Lb39CtN1TWiLS2y9mtpKe9/cX1MoHTqmWH/x7t+nH7JlVMnlCVH77+wE5blqFaX99bVQ+8aEaMysvMjIgVX96WqJ9bRLtPygyYvNOJlIhve+7IWe3YzselkR1gySqm2Uk1iSJ6iZJxJolUVEjXb1xaairlojwOysnZAlO0PGyv2NEHnyy14ybL3/m3RDXevzNdx02Y8fueyVoIo9wINAXHzJ7HFYV8XfW3/3vNvNZqJ8d6ceDT/bJb38fl1XXTXDQOk7xmkAsdmRNvdZG2oOAnYBrgZs1k2zP3n228tOnTU3ui1aq0miQdrCtbUy4VugMN/3XGRy5BUaGR2QkkZDKIv5Szf1UzkAg+AIaZldGoxLh5WXwi00PSyYwPDwiIgmpqODlZcnQeVAoBAYHh8z/F4xEeHkZioLTyZIIDA/r8oIRqeAfX5XEu9QP+f2uQfn5M3HR/578nko557SYPPtKXD738Vr51j3dMuu4Stm0ffR7298YknP+qloOdCZk0oSIfOnT9SVtroZrGojZHdpGDdz0fz99pNecMmlCVA4e0v/PJfKeoypl9/5++dsz+uSXrzaZ8765qEFOOc7+ZWvTK7fm7FvXrM+bMG28x8DAkPmHjeRt4xV057pnXxmQf32kV75/o+7v9u54O3BoRK6/tVNu/GyDnHEyL+nd0S/8rkNDwxKNRCRaxN9Zn/3njoyfFz/9da+88c6w/POVjYU3njuUXKCxPlbyZ/JABIoh4FrgVozGFfMedmGb3l9nrLGHWzGl7e/FkpLuG/OEcAqwpGQ4606v3RVgSUl3fbl7eAVYUjK8tafn7gmwpKR7tuW+sy6xqMsq6myeT82rNzPa0pdg1GX2prRWmOXzdBlJ67htyURHS0KWuo+9vf3yLz/ZKVNru+SqjwzJ2386KNVDh+TlV96RiXX9cs5ptfLyxOtkx96E2Vcu01H13z+WSH/n6LcrqiRRO0kStRNH/1s/efTP1U0Fda/tUI+0Ntfxj0QKUiz+xbpU6aJvHZTPL2iUC8+sTT5AfxZ0Scl7ljnbL7D4LeOOTgRKtaSkWea1Y1juf6zbBLPLrmxx0jzOQQABBIoiEIrALX0ZyVS5/nh8zD5t6UtGps+Ay3avolQkoDchcAtoYelW2QUI3MpeAhoQQAECtwAWlS55QoDAzRNloBEBEyBwC1hBU7qz/J4O2blnyOxbpnuw5To0oOvuT8jGrf22e53lur4U36965YcSiXcd8ajXdw9KZWXEzHQbnPtPkqibkrU50bY/iEQrJVE3SRIxd5aKI3ArxYgY3zN070D9mbD2BtQQbukdHTLn+Cq5+uLCgtbxtYirnAq4FbjpP0a44bNNyX9oYO0vae1hmbqPpNO2ch4CCCAwXoHAB26ZlrY8be6s5NKS6ecs/dp1yT3bFPaRDc/Ivfc9aIxTrxsvehivI3ALY9XpcykECNxKocwzwiZA4Ba2itPfUgkQuJVKmueESYDAzZ/V1oBg59tDpvEzjx7dY2352kNywftrzawdnZ2hM9ZuuLR5zCweL/U20t8hkf42ifQelEjvARme8deSqMk+i6Ry+zqJdv4pYzcSNU0yNPOTkmiaUfauEriVvQQZG6BhtC5huvKaVtGgeekP2825K7/U6iic9m7Pgt8yNwI3K1yz6q8zHX+2odt8jhK4BX9M0UMEvChQ9MDNCq8WfPwiWf/rx8VLe7h5sQBhaROBW1gqTT9LLUDgVmpxnhcGAQK3MFSZPpZDgMCtHOo8M+gCBG7ervDqdZ1myccLTq+Vqa0Vsuahw7L++V4TCmhQoId+/azZMVn/3OjeZhqyPfx8r9TXRkyg4IUj0vW2RLt3S6Tn4GjI1v3OEc0aOvHTMtLy3qzNrdz5mEQOv2mCOTMzraZVEnUtkqieIIna/5+9dwGvqrrz/r/7XHIuuSdcJECVQLVqArWKhWlFW/E6jmH6f1stztQBRUcdqUqf6TDQt0/fwks7b6mIVWsReew7VejMOzWOnSqgU+VpQbFaSRTbQtDKNZB7ci45l/1/fut4jglJTk7C2efsffZ3zZMnIVl7rd/6/DbS4cPvt8xx1uQBKNzM8OYNH4O0j5TfP/L748GtXepr+X1klt8v5iWX/8iMEG5yqhtWHE8JV/k6OSjc8p9zRkACdiSQdeFmR4g88+gEKNxGZ8QZJDAeAhRu46HGZ0ggPQEKN74hJGAMAQo3Y7hyVXsToHAzZ/6lgm3DM13Y3RweFKBIAV1PSDYZvcE4Dh1NVLpdOdeH1vYYmg72Y0aNC6uXVKbm5fuUrgPPwXHqvbRhxD7xBcRq5uY71KztT+GWNZRZX0gqmDY19mD1kgpV3bZqSSXm13myvg8XzD4BI4Vb8j0Q4Sb/DU3+t3XxNSWp9qPZPxFXJAESIIGhBCjc+FbkhACFW04wcxMbEqBws2HSeWTDCVC4GY6YG9iUAIWbTRPPYxtKgMLNULzjWjxZxeb3OrDocr+qvpH7g6QSpzeo43v3VKbuGWo5GlFSrdjrUHvJ3J1vBHHHotLU98YVxOkPxaNItIBshxbuhBbsAORzqAOxqX+B+KQ5abdxHvkNnB/+5uM5Did0TyV0XwV0bzV0Tzn08rNHbSmZlbPkaBEKtxyBHuc20kZQ2rJKJeiTqyeOcxU+lmsCRgm3r6xqVf+9lf/WJqvd5L+lL+0Nmro1b675cz8SIIHcEKBwyw1n2+9C4Wb7V4AADCJA4WYQWC5rawIUbrZOPw9vIAEKNwPhcmnbEqBwM1/q5e61SZVOLFtUmhJrEqXItdoad04Ddpx4C87Dv4EWSbSrHG7Eai5F7BNXpI1L7mjTeo9B91YBvnLo7tKcniMfm1G45YN65nvK/Vz3rm/DLdeUoGGBP/MHOTOvBIwSbiJgpVXvQOEmv+YgARIggXwQoHDLB3Ub7knhZsOk88g5IUDhlhPM3MRmBCjcbJZwHjdnBCjccoaaG9mIAIWbuZItUm35+jZsXFFtmFxT8it4CnD5ES8/Oy0Ax4nfw3Voe9o58apZiJ77JXOBNEE0FG4mSMIoIUhFKKWK+fM0MEKjhZvclyn/6GHdXVV8N6z1ajBaEigoAhRuBZVO8x6Gws28uWFk1iZA4Wbt/DF6cxKgcDNnXhiV9QlQuFk/h0aeQO682vRsD+Qvy/gXqJmTpnDLnNVYZ8pdalKplrxvbbjn5S6p194JYUaNW93B9tIbQcj3zrTFnRbpg9b9Z2j9fUC0D1rgFLRQG7RgZyqM+IRPITrrxvTCresDuPZvU3N0T2miQs1b8XE7SGkL6a0EHK6x4in4+RRuBZ9iHjAPBIwWbvW1Repev82rJprmDsw8YOaWJEACeSZA4ZbnBNhlewo3u2Sa58w1AQq3XBPnfnYgQOFmhyzzjPkgQOGWD+rW2VMkxYZtXUq2yb9M58iMAIXb6JykCmZTY4+qOhs4RPLKSN6fNvBnu5vDWLulQ/3syW9NGHbOpsZuNL4aQP3MIkh7O7lLSv6vfqYbyxaVjR5YmhmOrkNw7f+3tGvoJVMQqfvb9PvE+qH190D3DT77GQVnk4cp3GySaB4zpwSMFG6TqpxYeIlPCbfn15+V03NxMxIgARIYSIDCje9DTghQuOUEMzexIQEKNxsmnUc2nACFm+GIuYFNCVC42TTxGR57zZMdONERw6GjUSxrKEP9LLdhLfkyDMkS0yjcABFnja8k7iiTKrOBFWnys5WPdKj70wa2edywtQs79waxcK4P8+q8mFfnUc8//WIvZkx1Y8MzXVg414vGXQH1Pp5+R9TT23vx7CsB3P/Vcsyv80B+Lc9KRdzqpRWD3l0t2AYt3JGoTgt3AA736HemhTrg/v2mYd9B3e2H7p8IvaQGsemXWeI9tWKQFG5WzBpjNjsBo4Tbpme70XI0qu5wo3Az+1vA+Eig8AkYItw2P7UVp9ra8PV7bofXk/gfrskRCofx0CNPYEJ1NW679ebCJ8wTKgIUbnwRSMAYAhRuxnDlqvYmQOFm7/zz9MYRoHAzjq1VVhbJIeO+m8sHhSxS5KZVrVi1pBLPvdoHaeUnQ6rdFl9VwhaTaRJsN+EmAkwqyGpr3IqKiDQRalJd1toRU+9QbY0LUtXWF9bV+9QT0FHi05QYS1ae3bDi+BCqIuqkUk2GiLOHv1GN3fvCqvLyvpvKsfBSn/pZUuLNmOrC/R+9y7Jf46t9eOArbpSd/A0Q6oAmH+GeIfvonhJELrp71N+2rvf+HSgqge4uhl5UmpBsvgmAa/DfsYy6ECeMiwCF27iw8SESSEvAKOEm/+hB/jtM4cYXkARIwAwEsi7curp78J11P8Stt3wFc+rOH/aMbzfvx1M/+zm+vfIBlJeVmoEDYzCYAIWbwYC5vG0JULjZNvU8uIEEKNwMhMulbU2Aws3W6U9VAAkFqSoaKN2S7SS3rZ2ElsNR9a/TpapIBIZIt6TUyDbBZGXU4mtKsr10ztazi3CTXO07EFFtHmWIHJOqNKlogA6su7sK964/pVo6yhARlxwi4VrbY6oCTd6xZLvIpJyTefKXtbubwpg51aUq3qQ1mQg6GdI28t+2d+Bn/1ykpJf8+mcv9uJ794jcS4i/1Ij1o2jvhlHz3z/3PsBZNOo8TsgfAQq3/LHnzoVLwGjhJv/9lna/bClZuO8QT0YCViBgiHBbv/FxVb129vRpwzL44MPDkCq4FcvvpHCzwluShRgp3LIAkUuQwDAEKNz4WpBA9glQuGWfKVckASFA4Wbf90Dkx/L1bWi4zI/ekK7Exi3XlOClvUEU+zUUexKSZPXSykGQRILsaQoPuXtLJomAaTkSxcpH2yHCTP5V+1jHg1u7VAwDq5fGuoZR86XKT2Krqy1KVVYNt5cdhJsI2ed2BVTOZ0xxoWFBMSR3UtEmQ+78EzEr79mDz3SptqRyr9qyRaV46fUgFl+beDekilJE7p53QqqCbaDIlbW1aBDF6IEWak9Up4U61edoXzte2t2Oi87z4amuO7Bzb1itL5JvuFH0u4eBSDDxI6dbVaWpD1WhVg29eAJ0N//hsVG/d7K1LoVbtkhyHRL4mIDRwk3+LNjdFMLDKyYQOwmQAAnkjYAhwm1ghduvdvwaNVMmD6p2Y4Vb3vKdt40p3PKGnhsXOAEKtwJPMI+XFwIUbnnBzk1tQIDCzQZJHuGIIkdajkRSfwEm97XJ2PNOOPXEcNIrWYkkVUnFXseg1eW+FmkvKEN+9uS3JgyZk464tA68be1JJV40Ddi8aqKaLi2pWo5FlRzM1xh4tnRiR+IrdOEmImzpd09JERvm13uUWE3e0SZtISV/T65O5G60Ie9d8p1LSrqBzxTtfRCIfVwZN/Bnb/4hDLdLw/o/3oQrPjcFV14y+K64gXMdJ5uBIj90bzV0z+D2qaPFyJ+bhwCFm3lywUgKh4CRwk2qmOXPB/lzYaR/EFE4JHkSEiABMxPIunCTw0r1mgypcksKtyQEaTM58OdmhsPYskeAwi17LLkSCQwkQOHG94EEsk+Awi37TLkiCQgBCjd7vgcitv75sXZcOdeXqkKTyjX5izEZIj5+0tg97L9GT97tNpwcEVk278LEnVxL15wcJM0yIS0SUOSa/KWcrCXtBaWFoHwtMeerHZW0TJTWiQ2X+9EXiGPn3pBqgzjSKHThlmzfuGUYoSo5rB+hAlBVqAXboAVPQgucROzsL2LfB0WqdaS0M01Ku4Fc3U0/hdY39G43mfP+8SheO+DFf7ZdjYe/fcGY5G4m7yPnmI8AhZv5csKIrE/AKOEmf55LO2oZo/1DFetT5AlIgATMTsAQ4RYKh/HQI0+os587ayZqa89WX4dCIfz61d/ixMlTvL/N7G9GluOjcMsyUC5HAh8RoHDjq0AC2SdA4ZZ9plyRBIQAhZs93wP5CzD5izBp5dewIFE1JkLr3vVtWHS5f9RWkHIv1/x6r5onFW9yF1f9LLdqUblxRbW6Q2vgHXCnV8KJYJE5k6ocqfu2ktVtyaq6gZVPA7NkdKtJEYprtnSiL6BjWUOpaq8p55IWmXI/mXxf+KWTf4Us3ES2yV08IlZPbzc6ME9a94dw9B5RYk0LtEELtA75zRa54KvQy6an/U3oOvBLaH1HoHuqoHsrAG8l9I8+jgfKlIwdLRZ7/i4vzFNTuBVmXnmq/BKgcMsvf+5OAiSQGwKGCLdk6FLJtuO/Xx10kqu+sEBVvnHYiwCFm73yzdPmjgCFW+5Ycyf7EKBws0+uedLcEqBwyy3vfO+2pzmMpoNhiDQRcSX3qgxXVTRanNJeUdoAioCStUR41M+Sr/tSrQRHqoRLtiOUz7L3/76rSn1O/kv4pMhK/lraUMn9YLU1LnVH2MJLP67KGy3O8fx8YKWf/It82Xffwf5Utd/pcQ63h9WFm8jP4d6LpESVM0u7z3Tvjuu9f4ejsyVtCqIzrkZ88qfHk6bUM/L+SY7kXeYofAIUboWfY54w9wSMFm5+rwOzZ7rT/iON3J+aO5IACdiNgKHCTWAO11LSbpB5XoDCjW8BCRhDgMLNGK5c1d4EKNzsnX+e3jgCFG7GsTXbygNF0plWBCXvcUueMVnBtnCuV7WTTA5pK9naEUtVh0lVm1RH7Xg9hKvmelP3vcl8iUkk3unCTSrLpJJOxspH25VYkZaFMoyQLDetaoWcozeko/lgv9rnxsuKU5WAA1tkjVRtZzXhJi0z5bwiN/c0hdX5l/2VF1q4E1qoHVqoS31+9sUj8Ma7ED/nC7j6Lz+T9hV3fvAynMfe+HiO0w3dU6Gq1HRfFfSicugVZ0P3VJrttwrjMTEBCjcTJ4ehWZaAUcItCST5Z3fyz3LLgmLgJEACliZguHCzNB0GnzUCFG5ZQ8mFSGAQAQo3vhAkkH0CFG7ZZ8oVSUAIULjZ5z0QkVQ71aXkVe001xnfd5VsLSiSRqSaVIOdfg+XVMKplpMdMbWftK8U8Sd3x4k027CtS30tEiu5htzfJkO1dnyyE8sWlabaTkqFm0gwqcDK5n0wspecR2RTy9GIup+tN6CrFpuBUDzVJjMZ1+59YXUOEX7331w+6CWSdTp6+nHD5/2YUJ6/qis5hwjO0YbkaMfeEGZOdaHpYD8uKf29+ph9dgyzprkRDMfR3p2oRty5N4iLzvNgwpwvIFYzL+3SWu9xdVebtH+ESDZ3QppykMCZEKBwOxN6fJYEhidgtHAjdxIgARIwAwHDhNsHHx7Gmu9vRE9v4jLs5CgtKcHqby7H2dOnmeH8jCFHBCjccgSa29iOAIWb7VLOA+eAAIVbDiBzC1sSoHCzR9qTcix5v1o2Tp2s9JIKNJFp0l5yuBaDyb2lpZTIKxFsIqlEmm3Y2qUknXwW2TPa/WwDq/RkTxFj2Rgi8l7aG1RLJeOTr0VatRyOqjaWpw8519Mv9uLJb01Ay5EoeoM6ntvVp+54k+dkZJN3pucUrmu3dKoYhJHPEcSavwM+Ud6TqCobcGdaMoerliSqzA4djWBhzT588NudKCt2oKrMofIin6dOTAi5a+f5EZ9Yh+jM6zMNifNIIGsEKNyyhpILkUCKAIUbXwYSIAE7EDBEuEkbyf9o/K9hxVpSxH2p4Xpcd9UVdmDMM4ItJfkSkIBRBCjcjCLLde1MgMLNztnn2Y0kQOFmJF1zrC0VTI27Ene2DSeOxhuliJ2X3gjiykt8ae/ySs6TirZivzZi1VUmFVlJ4bburiqsfKw91X5yvGdIPifVf/PqPar6L9M77eRct609qdpliniT5+R7Mq6f78Gv3+rHHQ1lWWWe7pxafzcONR/AL7YfwfSyblxQE8Spo61ALILqcgc+dbYboeo52BO8AjOmulQehOfuplDqfjpZ39FxAIdf+Tnee78fnrIK/LG1BJ7SSriKK9CtV2LZzZ+A7ptwpsj5PAmMiwCF27iw8SESSEuAwo0vCAmQgB0IZF24hcJhPPTIE7j26i9iTt35wzJ8u3k/Xtj+Mr5+z+3wejx24Gz7M7LCzfavAAEYRIDCzSCwXNbWBCjcbJ1+Ht5AAhRuBsLN4dLSElFkT7KFoFQu7WkOoeVYVFVoNVzuT92DlsOwDNsqWZm1edXEjAXZSMEk76OTarnkXXSZBp68oy5ZvZdsqyl/Zj36H32YMsE9pOVkpmtnMk9i7wvEldRztP8B77/87+o9+Nxsr3o8GtPx5h/CqiXkOWe58Ke+qXj43evUz+Ss8t40XOYfdO8eomFo0QB++KxDVf3NqHHh0NGoemZZQ1nqLrtM4uMcEsg2AQq3bBPleiQAULjxLSABErADgawLt67uHqzf+Dhuu/XmEdtGSpXb5qe2YsXyO1FeVmoHzrY/I4Wb7V8BAjCIAIWbQWC5rK0JULjZOv08vIEEKNwMhJvDpaWKrelgRLUwTLZwlO1FlkyudCqhkmnlVg7DPqOtblhxHFLpJveoncmQKi8ReMm748ayVrJ6UKTVvDovJlU5Fee+YBj/77/DeGN/IidjHVrwFLRQJ7RgB7RQO3RPCbqr50PujpO77mqnJu5me/CZLiXN5td58EBDGAf/c5P6/mfOG/wPaF/9gx/Nx0rQFp+CT33+MhXn2i0dqn3mHYtKRxSNwkWqEuWdEvmWjxaZY2XH+YVNgMKtsPPL0+WHAIVbfrhzVxIggdwSyLpwY4VbbhNold0o3KySKcZpNQIUblbLGOO1AgEKNytkiTFakQCFmxWzNjRmaYmYFC9S9SQipbU9htVLK8ZctWUVItkSbisfbVcCSu6VG+tIVsdJW0lpR5kcItzeeC+K//OvPaO2vZRWkM4PfwMt3AmEO6GFewaFIVVq+0+U4sNpS7BhW9egn0meRfSJeKsqjuIibQfqLzwLn583GfBUQvdVQi8qU0JR7ql7+BvV43ofdr4eVBWTq5cm7nrjIIF8EaBwyxd57lvIBCjcCjm7PBsJkECSQNaFmyzMO9z4gp1OgMKN7wQJGEOAws0YrlzV3gQo3Oydf57eOAIUbsaxzdXKSemzakklnn6xR7X/y0arxVzFP959pJ2jtFIcKLoyXUvaLrYcjeLQkUjiHrq541tH9hNhd9/N5YMqCEW4Bfs1rFh3AN+4fVbaKjwt0gP37x4bNvQTHTEly0S67fAsB3RpBanh/sXlePqF3lQrSLn/btOzPbhxQbGqdhtuiJAda8vMTHlyHgnkigCFW65Icx87EaBws1O2eVYSsC8BQ4Sb4JS2kWu+vxE9vb2D6JaWlGD1N5eP2G7Svqko7JNTuBV2fnm6/BGgcMsfe+5cuAQo3Ao3tzxZfglQuOWXfzZ2l8oluccrWX0kMqnQ2kcOx0lEl7STHItwk0qt53YFIIJKhty9NnOqC1de4lPybqxDiwSAULtq+6jaP0oryHAHor1t0KDj17+P482qe5SQO32ISEu2wyx6bT2gxxJTXEXQfROh+ydg0w43Iu4J2HesHO+3ebLSQnOsZ+R8EjATAQo3M2WDsRQKAQq3Qskkz0ECJJCOgGHCjdhJYCABCje+DyRgDAEKN2O4clV7E6Bws3f+eXrjCFC4Gcc2VyuPRzzlKjYj95FzS7WXtFSUVotyT13tFBeaDvarirUnGrtR7HPgs3XeVNWX3Nf29Iu9uO+mcvWM3L0mz413FO35l2EfjcZigKZh/6EovvX232DmjDIlywaO29aexLwLPWp/R+s+oKgUur9atYCUIeJU5shzvSEdL70eYEvH8SaKzxUMAQq3gkklD2IiAhRuJkoGQyEBEjCMgGHCjRVuhuXMkgtTuFkybQzaAgQo3CyQJIZoOQIUbpZLGQO2CAEKN4skKk2YImXOpCWiVQmIPJMqsdoaFxp3BdQxpGWitE6UO9VErMmQaj9psSlDqgHlbrt1d1dBnq+vLUpVmWlBqVRrg9bXqirVojOuAVzetHjcb29SlW2nDyXcXD44iyfg+ZNfwMPPJ2JIVh5Khd3y9W2DYjt9DYlPKvKeXJ2InYMESACgcONbQALZJ0Dhln2mXJEESMB8BAwRbrzDzXyJzndEFG75zgD3L1QCFG6FmlmeK58EKNzySZ97FzIBCjfrZrfx1QA2NXarA0gVVLI9oXVPNLbIRUjtaQqj2KepqrbkkDaRgVAckyqdaFhQnGK0rKEMe5pDitPffPYUtL5j0AInoURbX+uQzSN1X4NeclbaoFx//A9ooQ7ovironkrovmro3ir0aaXQ3D74PG71/A0rjquqOmlbKZJwzZZOJQZlbFs7adi71ewqUsf2FnC23QhQuNkt4zxvLghQuOWCMvcgARLIN4GsC7dQOIyHHnkC1179RcypO3/Y873dvB8vbH8ZX7/ndng9w1+0nG8w3D+7BCjcssuTq5FAkgCFG98FEsg+AQq37DPliiQgBCjcrPserHmyA30hXd1hVjvNNay0se7pRo98d3MYa7d0qHPrgJJsItXm1Xnw0htB9f2GBX58ZVWr+pmINqluk2rAW6c2Qus5knaT6Cf/CvHq4f9/59Gi6wuG4XA4UsJNciXj/sXluGlVQu5JO8k974SxakllquWlfF9aSTYf7FfVeAOr4kbbkz8nATsQoHCzQ5Z5xlwToHDLNXHuRwIkkA8CWRduXd09WL/xcdx26804e/q0Yc8k7SY3P7UVK5bfifKy0nycm3vmmACFW46BczvbEKBws02qedAcEqBwyyFsbsnSxVYAACAASURBVGUrAhRu1ku3tBmUsamxBw2X+5Vws92I9eOP+4/j8W0fotzVjes+HYJX78RnpvchNut6xMtrU0ikfeODz3Th0NGoklyLry3BucHtcJx8ZzA2tw+6bwLi/omAtxrxqpmp+9TGyvd04SY5kzvjFs71YefeoKp2EwG4ZksH5td7B+Uwec9c/cwi1fqSgwRI4GMCFG58G0gg+wQo3LLPlCuSAAmYj0DWhRsr3MyXZDNEROFmhiwwhkIkQOFWiFnlmfJNgMIt3xng/oVKgMLNepmVu79EIknrxO/dU4namkTbQjsM55HfwHn8TSASRHcgjt/uC6ljXzvPnzp+7JyFiJ31mUE4khJr44pqxctxshmO3iPQfROVZFOtIIuKs4bwdOEmCycr7UT6rV5aqfba9Gw3Wo5GU2JNxNwzO3rh92q4o6HMdm1Cs5YALlSwBCjcCja1PFgeCVC45RE+tyYBEsgZgawLN4mcd7jlLH+W2YjCzTKpYqAWI0DhZrGEMVxLEKBws0SaGKQFCVC4WS9pch+YtEWsry1Sd4JZesSj0IJt0IKnoHurR70zzfnhLjiP7E4d+YU9AVSVOXDpBd7U92JnXYzYOVcOwiKCck9zOGfVgMMJt2QLTGl7Ka0uZYhgk0pFucdNxspH21VLSalatHxuLf1iMnizEqBwM2tmGJeVCVC4WTl7jJ0ESCBTAoYIN9lc2kau+f5G9PT2DoqltKQEq7+5fMR2k5kGznnWIkDhZq18MVrrEKBws06uGKl1CFC4WSdXjNRaBCjcrJGvvlAca7Z0Kskm1Vrr7qqyXPWT1nsMWiwErfNQQrKF5KP7Y1FWcylin7gibUIcp5rhOvBfao7uLcdPXnDiggsm4S/m1qhf694qVa2W7zGccJMcNr4awJWX+DC5yqlCFBEoFYvJyju5321ZQyllW74TyP1NS4DCzbSpYWAWJkDhZuHkMXQSIIGMCRgm3DKOgBNtQYDCzRZp5iHzQIDCLQ/QuWXBE6BwK/gU84B5IkDhlifwGW4rVVHP7epD04F+1UKyxKehtSOG59efleEK5pjmPP4WnO/vSBtMvGoWoud+KX3AkaCSdro30ZJRBFZtjct08nE44TbSwaTV5B0NpeoMt609mZJv5sgcoyABcxGgcDNXPhhNYRCgcCuMPPIUJEAC6QlQuPENyQkBCrecYOYmNiRA4WbDpPPIhhOgcDMcMTewKQEKN/MkXtoLvvS7IFYvqUCx16ECEwEzqdKJGxcUY/YsN1oOR9HU0p+z1ohD6EgLyFAHtHAntFA7tGAndF8FYlM+mxako+sDuPZvG3aO7ilN3KNWdg5iNXPNk5AziGQswk3aSE6qcmJenRdrt3RYTqaeASY+SgJjJkDhNmZkfIAERiVA4TYqIk4gARIoAAIUbgWQRCscgcLNCllijFYkQOFmxawxZrMToHAze4YYn1UJULjlP3NSvbZhWxd6Azqk7eCqJZWYX+dR93v9pLEHD6+oTrUgzHW0WrgDzsO7lWCDSLbw4KsJJB69dCoiF96SNjQt0gtny3bAXQzdUwLdU5G4s81fDTjcuT6W4fuNRbhJi9A9TWHUz3Rj38F+PLxiguHxcQMSsCoBCjerZo5xm5kAhZuZs8PYSIAEskUgL8Ktq7sHP37ip/j727+G8rLSbJ2F65iYAIWbiZPD0CxNgMLN0ulj8CYlQOFm0sQwLMsToHDLbwpXPtau2kXKkEo2udtLqp3uv7lcVbddOddnTDVbNAwt0qMqy9INuWvN/fbmtHP0Ij8in/mH/II02e5jEW5yj9s/PdKBQCiu8i255yABEhieAIUb3wwSyD4BCrfsM+WKJEAC5iNA4Wa+nBRkRBRuBZlWHsoEBCjcTJAEhlBwBCjcCi6lPJBJCFC45S8RyQq2by2pwIn2GGqnudB0IIKnX+xV93iJcFt3V9W47yfT+vsSVWnSArK/CyLPpAWkVK0hGoa0coxcdNeoAIr2/MugOfIcVIVaJXRfpapWi1edN+o6dpowFuEmXKSt5MEjUci7IHe5cZAACVC48R0ggVwRoHDLFWnuQwIkkE8CWRduUr32nXU/xNFjJ9Keq2bKZHx75QOscMtn9nO4N4VbDmFzK1sRoHCzVbp52BwRoHDLEWhuYzsCFG65Tfmmxm61odzR1vhqAA2X+4dUsC1dcxILL/Up8TZu4RaPoOj1B0c9XP+lDwAOV9p5jhNvAUWl0L0Vo1bEjbqhTSaMVbjtbg6jLxBXeecgARIYmQAr3Ph2kED2CVC4ZZ8pVyQBEjAfgawLNzliKBzGQ488gWuv/iLm1J0/5NRsKWm+F8HoiCjcjCbM9e1KgMLNrpnnuY0kQOFmJF2ubWcCFG6jZ19a/okgk3aP4xki2eT5Pc1hyFr1M4tURVtvUMeWb01QPxs4pNqp6WCizeS2tZNSP9eC7eouNfkcm3LJqKG433wEqspthKH7KhA9/2boRWWjrsUJYyMwVuE2ttU5mwTsS4DCzb6558mNI0DhZhxbrkwCJGAeAoYINzne5qe24pKL51C4mSfXeY2Ewi2v+Ll5AROgcCvg5PJoeSNA4ZY39Ny4wAlQuKVPcFJ+SZs/qTbrC8XRciSK2qmuIaJsuJVErElrSBl+ryOjloFH/vQn/PTfDqHc1YXlf6VDC7dDCyUq45IjctGd0D3p7/py7d8GLdIL3VOpqtMgn6UFpFSqeSoK/M3O7/Eo3PLLn7sXLgEKt8LNLU+WPwIUbvljz51JgARyR8Aw4Za7I3AnKxCgcLNClhijFQlQuFkxa4zZ7AQo3MyeIcZnVQIUbsNnTqrRmg6GVdvHxdeU4NlXAviLeg8mVTlVq8eGy/xYtmj0yjBpFbh2S4eSdcV+DbU17lFfFffbTyLU2arm+TyDq9+SD0fP/zLi5TNGXYsT8kOAwi0/3Llr4ROgcCv8HPOEuSdA4ZZ75tyRBEgg9wQo3HLP3JY7UrjZMu08dA4IULjlADK3sB0BCjfbpZwHzhEBCrehoEWySRtIaf0olW0NC/yqBeQ/PdKBQCiuvt/aEVPyTcbiq0twoi328f1bsX5owTbV/rFx+xHEetvx5b+IAqE2RM/9a+il09Jm1/WnX8DR9qdBc3S3D7p/YuLDWw29aiZ0d2mO3hJuM1YCFG5jJcb5JJAZAQq3zDhxFgmMhQCF21hocS4JkIBVCVC4WTVzFoubws1iCWO4liFA4WaZVDFQCxGgcLNQshiqpQhQuA1O187Xg9jU2IOFc71DKtjk/rW+gK4q1Zavb8OVc33Y3RRWEk7Gr77+Hpyt+4BoSP36vQ/68f6xqBJ0Uye61PeiM69HfGJd2nfEceL3cARaofsmIu6foCQbXF5LvVd2D5bCze5vAM9vFAEKN6PIcl07E6Bws3P2eXYSsA8BCjf75DqvJ6Vwyyt+bl7ABCjcCji5PFreCFC45Q09Ny5wAoUq3ESOPfNiL1YtqUxlUKrUXtobVC0ihxtNB/qx8rH2Qe0itUArtMBJJb/04kmD1ppc5cSaJzvQcjSqKt5+8pW3cY7+tprz/vEo3nu/H6V+Bz43+2NZFps6H7HplxX4W8XjUbjxHSABYwhQuBnDlavamwCFm73zz9OTgF0IULjZJdN5PieFW54TwO0LlgCFW8GmlgfLIwEKtzzC59YFTcDKwk3uR5tf5xkiwaRKbcO2LvX9jSuqVVVa08F+vPRGULWGlFHsdWDb2o8Emh5XLSDXP3EQ55R24CufD0ELnIIW6gL0RPVabNrn1MdIY+Wj7aj3NeHvzn8N0BzYusuJ88+fhLoLJwOeCui+SujeKuiecvVzjsImQOFW2Pnl6fJHgMItf+y5c+ESoHAr3NzyZCRAAh8ToHDj25ATAhRuOcHMTWxIgMLNhknnkQ0nQOFmOGJuYFMCVhVuItvWbulQwm1GjVvJtN6AjtppLkilmlSxiVzb0xRGiV9TX8+ocaHhsmIcOhpB466AEm4i3iLv78Ybv9qOYFjHpRd4UFWWuJtt4IhPuBDRWX854lsi8Tz402NYeJGGhZfXqJaTIvtqa9w2fbPsfWwKN3vnn6c3jgCFm3FsubJ9CVC42Tf3PDkJ2IkAhZudsp3Hs1K45RE+ty5oAhRuBZ1eHi5PBCjc8gSe2xY8ASsKt75QHEu/ewr1M93oC+kqR5OqnJgzw4Gejjb4Yp247jNh9He34+e7fTjuvQgNC/wp+SXP37SqVcm6eXVevPfmO6jv/yU+c14RyoodcDm1RN4dTuieSui+CsTLaxGf/OkR3wdZ88Gnu9B0MKIEX09Ax8+TFXQF/xbxgKcToHDjO0ECxhCgcDOGK1e1NwEKN3vnn6cnAbsQoHCzS6bzfE4KtzwngNsXLAEKt4JNLQ+WRwIUbnmEz60LmoCVhJtUkT23q09VsEm12o/u1uA8+hq0UCcQaocWCQzJVbxiBqKf+vKQ7w9sO1nh6sL/vq4ZM2ZNgl5UDt1bCfgqoLtLx5z7pWtOqvvcNq+aCLnjjcOeBCjc7Jl3ntp4AhRuxjPmDvYjQOFmv5zzxCRgRwIUbnbMeh7OTOGWB+jc0hYEKNxskWYeMscEKNxyDJzb2YaAKYVbJAAtGoLuq0rlISnIrpzrU8Jt9dIKzCw7BXfz/02bK7k7LTJn2bBzVMvJ5jB27g1g9ZLKrAiyp7f3qvaV999cbpt3iAcdSoDCjW8FCRhDgMLNGK5c1d4EKNzsnX+engTsQsBQ4fbBh4ex5vsb0dPbO4RnzZTJ+PbKB1BeNvZ/zWmX5BTSOSncCimbPIuZCFC4mSkbjKVQCFC4FUomeQ6zEcilcJO2i3Jnmgwt0gsEO6CFO1WFmhZuhxbqhhY8BcQi0P3VeNP/t6ifVYTkfW333VSOhZf6kFonGkTRGw8PQqp7ShMVat5K6N4K6L4JiFfMNBt2xlPgBCjcCjzBPF7eCFC45Q09Ny5gAhRuBZxcHo0ESCBFwDDhFgqH8dAjT2B2/YW44FOz8Nwvt2PZklvg9Xiw+amtuOTiOZhTdz5TYRMCFG42STSPmXMCFG45R84NbUCAws0GSeYR80IgW8JNKtD6wjoaLvMPew6RZCsf6UD9LDdu+SJQ8c6PU/OiMR2RqA6fJyHjZDQd7MeKN29Xd6/tfD2EhXO9WLaobMjazmNvqDvWEnetVeeFITclgdMJULjxnSABYwhQuBnDlavamwCFm73zz9OTgF0IGCbcurp7sH7j47jt1psVS5FsK5bfqSra3m7ejxe2v4yv33O7EnAchU+Awq3wc8wT5ocAhVt+uHPXwiZA4VbY+eXp8kdgJOEmbRuL/Rpqa9xpgxMx1nI0ijfeOIKuU+24/uIwLrv+86lKtuTDa7d04OCRqLrfTMTZlz2PAfEYRLa9/k4YNZNcqCpzqK9ldEbL8TvPV/Bhuxvz6zxYfG3JkDXzR407k0B6AhRufENIwBgCFG7GcOWq9iZA4Wbv/PP0JGAXAjkRbhXl5fjxEz/F39/+NSXcpNXkQAFnF9h2PieFm52zz7MbSYDCzUi6XNuuBCjc7Jp5nttoAqcLt5ajEWx4phvyefE1JVh8dcmgEBwdB6CF2lQbyDd/fwKHDp5ApSegxNmkSifau+NomngXptWUoC8YVy0hn3u1T7WFXLWkEk+/2INDR6N48Ipf4lR7CM1H/OiMVqAjWo7OWDlqpk/Anj95IO0j58/2ULIZ/QJwfUMIULgZgpWLkgAo3PgSkED2CVC4ZZ8pVyQBEjAfAcOE28CWktdddYUSbDU1Z0G+/tWOX2Nf0zuscDPf+2BYRBRuhqHlwjYnQOFm8xeAxzeEAIWbIVi5KAlAhJvm9OCNd/uxpzmEfQciqJ/pRrHfgdb2GNbdXTWIkvv3P8bBA21o744puVbqd+CzF3rQ3RdHWbFDfX7g19ehS6tRd60lx7q7qpR8O9Eew6Znu7Hno0o2EWvJvWprXGoOBwlYnQCFm9UzyPjNSoDCzayZYVxWJkDhZuXsMXYSIIFMCRgm3E4PQFpMfmfdD3H02AmUlpRg9TeX4+zp0zKNk/MsToDCzeIJZPimJUDhZtrUMDALE6Bws3DyGHrOCUh1moxh20FGg6o6raP1FA6/fxIfvN+KjpOdqHB14lDV/0DUNxF3LCpV4k3aQG5bO2lQldl7z/8rWg8dxOQqJ0qLHTjnLBd0tx+6f2Liw1uF59+bjkefi2Dzqolq3ulDpNtta09iRo0LD6+YkHM+3JAEjCZA4WY0Ya5vVwIUbnbNPM9tJAEKNyPpcm0SIAGzEMiZcDPDgaWy7ujR46l75ZIxSfXdjv9+dVCIt97yFVWNJ0Oee+pnP1dfXzT7QlbmjSOZFG7jgMZHSCADAhRuGUDiFBIYIwEKtzEC43RbEtjU2K0k29Pbe1UlmYxkW0hXy4twtL0LxCI4cDjx4XJqmFCh4axqF86qciF63iLEK89NsbthxXE0XOZX967NmOpGwwI/Hlr/Mq6sD2H+Z6dB91VD908CXEPvf5Y74NJVq0l8JX6NLSNt+aYW/qEp3Ao/xzxhfghQuOWHO3ctbAIUboWdX56OBEggQSCrwm1gFdtogGumTMa3Vz6g7nQzerzdvB/rfvCw2uaqLywYVrjJz2679eYhocizItuSsYqcG2mu0eew8voUblbOHmM3MwEKNzNnh7FZlQCFm1Uzx7gNIxCPItTRipaDJ/DHtmq8/G6xundNhlSO3dFQhsZX+3DoWBSrllSg4viLOKv/XXQH4vjtvhBmTXOrj/5IFC6XEw5NQ+wTVyBWc2kq5DVPdqRaP8qaGjTo0FmVZlhSuXChEKBwK5RM8hxmI0DhZraMMJ5CIEDhVghZ5BlIgARGI5BV4Xb6ZgPvbUv+LHm327VXfxFz6s4fLb6s/jxdhZtsNJxwO/0Mpwu4rAZYwItRuBVwcnm0vBKgcMsrfm5eoAQo3Ao0sTzW6ATiMWihdmiBk9CCp9TnaG8b/nzoFA4c7lfP7wl8Dsc8F2H1kspBLRylymzlY+1qzk2fasKtF7yJXfsicPrL8fnPToHurURv3AdP+SQ4i6uhe8oBzZGKSZ5vaulHXyCOxl0B+L0ObPnWBFaljZ41zrA5AQo3m78APL5hBCjcDEPLhW1MgMLNxsnn0UnARgQME25S7bZ+4+NKYp1+V5tIqxe2v5zz1oyZtpRMtpNMysHZ9Rem2kt+8OFhbHh0M+67+zbeQTeG3ygUbmOAxakkMAYCFG5jgMWpJJAhAQq3DEFxWsERcH74CpxHXkudq707hg+OR1XLSGkJuXCuD4HqTyM8feGwIkzaS8p4dsdJzJ6poeVUMR7+RnVqbmd3ACXFXricH4u20yFK5dyDz3Rhfr0Xi68uKTjGPBAJZJsAhVu2iXI9EkgQoHDjm0AC2SdA4ZZ9plyRBEjAfATyItxEWknl2Irld+akpWQS+0jCbWBaJLY139+If/j7JTjvk7V46JEnMLAa73ThJq1xOEYnEIlEEY3p8Hndo0/mDBIggYwJyF+yeNxuuFwj/+VlxotxIgmQgCLQ3x9BXAe8Hv6ZxVfizAg0t0TwP3/SpRb5X3eUo642R+9UrB+O/k5ooQ44Ql3Qwh2IF09BdOLstAdynWpC0aEXEYkBu34fQjQGeIs0fOpsNyZMLofun4BYxbmITqxPu86d3+tQP/+nW0sxY4orNbcvEFa/r5xphNuZEefTJGA/AqFwBA6HhiL3x7/X7EeBJyaB7BPo7g2htNgDTdOyvzhXJAGbEgiGEvf6uvlnlk3fgLEdm//bZmy8ONs8BAwTbsNVhyWPna+2jJkIN4kx2UbyCwvmK+GWrsKtuzdonmyaOJJ4XEdc19P+i2YTh8/QSMC0BKKxOJwOjf+PoGkzxMCsSCAmtg06nA6KbCvmz0wx376uGxMrNPi9GiZWOPD3f+3PaniBkI6+kI6zik6h6ORbSrI5wh3QokP/92m04jwEzrk+7f6u3sNwHfwV/uvtEnTEqvDX106Fu3wC4t4q6I6ijGP/4HgMZ5/lHDI/Eo2pO9z4V5cZo+REEhiVQCwel6vZ1f8e5CABEsgeAfkzy+0a+mdZ9nbgSiRgPwLy9xdyl6/8QxEOEhiNQFmJb7Qp/DkJmJKAYcJNTiti7Uc/3oLV31year8orSa/s+6HuOqLl6faNOaKzFiF23VXXZGSb/J18kxP/ezn+PbKB3JanZcrRkbtw5aSRpHlunYnwJaSdn8DeH4jCLClpBFU7bfm7uYw1m7pwKollSjxaqn7zZY1lKFhQWbiTYsEgFgYvShXAIu9H0tgafP4z4+1Y96FHtz5hXa49v88LWTdPwmR2X+Hna8H8do7Idy4oBhyb1pfKI4bLytW97HJ15ue7cFvm8J4eEX1oDvaspHBTFpKZmMfrkECdiLAlpJ2yjbPmksCbCmZS9rcyy4E2FLSLpnmOUnA3gQMFW6CNinYjh47kSK98hv3Yk7d+TknP5xwk/j++5XfYNFfXaviOb1l5OnVeFL9JkPupuPInACFW+asOJMExkKAwm0stDiXBDIjQOGWGSfOGpnA0y/2Qu4zExm2emmlmvjg1i60HIlAqtI2r5qYeliL9ADBRPtHrb8LWrAdWlg+twGxCNr0ybj9+euU/JL7ze67qRwLL/UpgXfwcFRVi837ZAj/X8n/xTlTXKpNjwzdWwbdUwl4K9Rn3T8R//raRBVXckyqdKI3qGPOLDfm1XnR+GpA7bFxRTVqa7Lf/pLCjb9rSCD7BCjcss+UK5KAEKBw43tAAtknQOGWfaZckQRIwHwEDBduZjiySLN1P3h4UChJ6ZdsffnWvndSPz9dCIqok6o2GRfNvhBfv+d2eD0eMxzNMjFQuFkmVQzUYgQo3CyWMIZrCQIUbpZIkymDTFaI7dwbTImxgYFKVdpta0+i4TI/li0qU5LN/ftNI56lvTuG377nwBMnlqg58+s9eGlvUMk3WWvdXVX47pZOlPg0zNR+j6sWTMVn506B7k1IvoFjw9YuVbl2R0Mpaqe5UkJNBJwIQhki4B7+RvWgSrpsgqZwyyZNrkUCCQIUbnwTSMAYAhRuxnDlqvYmQOFm7/zz9CRgFwK2EG52SaaZz0nhZubsMDYrE6Bws3L2GLtZCVC4mTUz5o5LZNvKRzrQ330S//MWYFp5EPHJFw0JWgRX4ysBbFs7Sf2saM+/jHiw198NIeSsQslfLMXEag9K/Bp27wujtTOGGTVuzK/7+B+AbXq2G3veCQ+qnksunJRt37unckjlmoi71vaYqsATkbfu7irDQFO4GYaWC9uYAIWbjZPPoxtKgMLNULxc3KYEKNxsmngemwRsRoDCzWYJz9dxKdzyRZ77FjoBCrdCzzDPlw8CFG75oG7+PaUKrOFyf6r6y9H+B2ihTnSfOoU33jqOzlMdqCkN4LMXelJtHfvn/eOQgyWr3ORuNxFm7n2bAc0J3VueaP3orQA8VfjlWx488p/6sJVyw9ES4bfku6dUe0gZJ9rjWHdPZepOtuFkW66pU7jlmjj3swMBCjc7ZJlnzAcBCrd8UOeehU6Awq3QM8zzkQAJCAFDhZvch7bm+xvR0/vxXRFJ7DVTJuPbKx9AeVkpM2EDAhRuNkgyj5gXAhRuecHOTQucAIVbgSd4jMcTkbVmSyeaDvSr6jCRWPsOROB6/UGcP01HMKxj//sR1M8qQnWZIyXbZJvIp5cN297x3vWn1F1uMuS+NFlvYLWa3KO2fH1bqvVkpiEn20P6vQ4EQnElB2UXM8g2OQOFW6aZ5DwSyJwAhVvmrDiTBMZCgMJtLLQ4lwQyI0DhlhknziIBErA2AcOEW/JutNn1F+KCT83Cc7/cjmVLblF3n21+aisuuXgO5tSdb216jD5jAhRuGaPiRBIYEwEKtzHh4mQSyIgAhVtGmCw/SevvAUKd0EJtqlJNC7VDC7ZBC3bgudDXMHV6orWiSKwTbTEsvroEP2nsSd2jdsfZv8BEd6ua4/NouPQCr/pa95QAngol2mJT50P3VAxhNfDeNFlXfr34mhK1h4yVj7VDTNlY2zuKHJSWk9IaUtYQ8bbocn9q3XwnjcIt3xng/oVIgMKtELPKM5mBAIWbGbLAGAqNAIVboWWU5yEBEhiOgGHCrau7B+s3Po7bbr1Z7SuSbcXyO1VF29vN+/HC9pfx9XtuVwKOo/AJULgVfo55wvwQoHDLD3fuWtgEKNwKO7+uA7+Eo/09IB4bctBoLFGt9tC71+HPoampn0sVmlS3rXmyA00HIxCx9Yt7W/DEtiPQ/BVY8uVPwFtWlahmc7gyBrh0zUm0diTiqJ9ZpASb3MXWuCuAdXdVqaq5MxkSpwypdDPDoHAzQxYYQ6ERoHArtIzyPGYhQOFmlkwwjkIiQOFWSNnkWUiABEYikBPhVlFejh8/8VP8/e1fU8JNWk0OFHBMT+EToHAr/BzzhPkhQOGWH+7ctbAJULhZM79aqAO6ywe4EpVmIw3XnxrhaPvDkB8fORlVss3tAlq8V2L+NZ9Vkm3g2Pl6EE0t/Vh4iU/JMGn9ePqcsdCT51sOR9UjG7Z14fn1Z+GmVa3qrrhktdtY1jP7XAo3s2eI8VmRAIWbFbPGmK1AgMLNCllijFYjQOFmtYwxXhIggfEQMEy4DWwped1VVyjBVlNzFuTrX+34NfY1vcMKt/FkzKLPULhZNHEM2/QEKNxMnyIGaEECFG4mTVo8Bi3cCS3cAS3YCcjn0Ecf4R5AjyM683rEJ9alPYDzw1fgPPKaqkSTijTdV4XXWorRuNeDGbMmY8mXzwGcZ1ZZNlaCcj+ctIC876ZyJd42r5qo2kIW2qBwK7SM8jxmIEDhZoYsMIZCJEDhVohZ5ZnyTYDCLd8Z4P4kQAK5IGCYcDs9eGkx+Z11P8TRYydQWlKC1d9cjrOnT8vFGbmHCQhQuJkgCQyhIAlQuBVkWnmoPBOgcMtzAkbY3nloB5wn3kobnNyZFpt+cLT+/wAAIABJREFUWdo56u426NCLytQ8absoVWVXzvWpqrJ8iC6JYcl3T0EDUDvVNea728yZsaFRUbhZJVOM00oEKNyslC3GaiUCFG5WyhZjtQoBCjerZIpxkgAJnAmBnAm3MwmSz1qfAIWb9XPIE5iTAIWbOfPCqKxNgMLN4PzF+qEF2z+qVutUX8fLz0Z8woVpN3Ye+x2cH7w07BzdUwbdPxHxCRcgXn1+xge4be1JnGiPwe91YMu3JuT1rrPGVwPY1NiNZQ1laFjgz/gMVppI4WalbDFWqxCgcLNKphin1QhQuFktY4zXCgQo3KyQJcZIAiRwpgQMFW7SRvJUW9ug1pGnt5o80wPweWsQoHCzRp4YpfUIULhZL2eM2PwEKNyymyOt54iqTFPtIEMdQCQ4ZIP4pNmI1l6bdmNH5wFIlZuINd0nH1XQfRPUr6U9ZKZjd3MYTzR2K9Emo35mEW5cUIz5dZ5MlzBsnrSWrJ3myqv4M+xwACjcjKTLte1KgMLNrpnnuY0mQOFmNGGub0cCFG52zDrPTAL2I2CYcEuKtWuv/iLm1A3+l8ZvN+/HC9tf5h1uNnrfKNxslGweNacEKNxyipub2YQAhVuGiY6GoUUD6h60dMPR/ge4/tiYdo5eNh2RC76a4cZDp0lLRhnFXof63HSwPzVJWjTK92XOykc60HI0gkmVTtx/c3lBy61xwzTwQQo3A+FyadsSoHCzbep5cIMJULgZDJjL25IAhZst085Dk4DtCBgm3OTOtvUbH8dtt9485K62Dz48DKl+W7H8TpSXldoOuh0PTOFmx6zzzLkgQOGWC8rcw24EKNyGZtzR2QItcApasC1RqRY4CURDiJefg+j5X0n7ishc974tg+bo3vKEqPNUQPdWIV48GSLdxjuWr29TQq22xoXekA6pFBs4Fs71KQmn60DDgmJMqnKaoqJtvOe16nMUblbNHOM2MwEKNzNnh7FZmQCFm5Wzx9jNSoDCzayZYVwkQALZJGCYcGOFWzbTZP21KNysn0OewJwEKNzMmRdGZW0CFG6J/Ilcc7/zr0A0PGJCRZxFPn1n+oTH+uE82QzdVwldCbb0FXFjfXs2PduNHXtDuGquF427Arhyrg8LL/GhflaRahspPz/REUPtVDcWX12CyVXOsW7B+VkiQOGWJZBchgQGEKBw4+tAAsYQoHAzhitXtTcBCjd755+nJwG7EDBMuAlAaR35ox9vwepvLk9VuUl125rvb8SXGq7HdVddYRfOtj8nhZvtXwECMIgAhZtBYLmsrQkUrHCLR9UdalKhhmgQ8Ymz0+c5EkDR736Udo7coRaZs9Tw90XEWWtHTN23lmwXKW0hRZ7dsOI47rupHAsv9akqt2RbScOD4gZjJkDhNmZkfIAERiVA4TYqIk4ggXERoHAbFzY+RAJpCVC48QUhARKwAwFDhZsATAq2nt7eFM+V37h3yL1udoBt5zNSuNk5+zy7kQQo3Iyky7XtSqAQhJujbT+0cBe0YLv6jLCIto//txicbvTPvX/UFLvfehRwuAB3KXRPOXR/NUSySRvIbFeqnR7MnuYwmg6G0XI0mmoRmbyLLTm3YYEfja8GsO6uKlXRxmFuAhRu5s4Po7MmAQo3a+aNUZufAIWb+XPECK1HgMLNejljxCRAAmMnYLhwG3tIfKIQCVC4FWJWeSYzEKBwM0MWGEOhESgE4Vb02g8APZ42NZGL74HuLk47RyrGnn6xV1WNLb6mJDVX7kiTu9Lm13lS39vdHIYGoH6WGy2Ho3jpjSCKfZp6briqM2n12HIsihKvhhsXFKvqNRktRyPY1NijJNuMGhcOHY2qCjYRas+92qfmLFtUhpWPtqtqN2kheceiUla2WeA3IoWbBZLEEC1HgMLNciljwBYhQOFmkUQxTEsRoHCzVLoYLAmQwDgJULiNExwfGxsBCrex8eJsEsiUAIVbpqQ4jwQyJ2AG4ab19wHhzkQLyH6pVGuDFuqCFmpH/5xlgNuf9kDufU9AC7QPmaN7SoGP7lGLTfsc9KLSYdcR6bXykQ71M5Fm0s5x4VwfvvrRHWgiy+S+tOT3RI5t2NaVmO91qNaOItCSrSCTm8jPpCpNfr7z9RDm1XvQciSipJrMX7aoVO1bO9Wl7lsTySYib6DYS64lMcp6vJMt83c73zMp3PKdAe5fiAQo3AoxqzyTGQhQuJkhC4yh0AhQuBVaRnkeEiCB4QhQuPG9yAkBCrecYOYmNiRA4WbDpPPIhhPIp3Bz/fEXcHS9D8QiI54zUvc16CVnpeXg/HAXtEgg0frRXwldJJtvQkbsRJ6tfKwdfq8DJT4Nq5dWqIq1pFBLLjLvQg/2HYwgEEpU0kkVWrHfgdb2mKpyq61xK7EmzybHnuYQduwNYeZUF2prXFh8baL6TaTa2i0dSp7J3Wzr7q7KKFZOshYBCjdr5YvRWoMAhZs18sQorUeAws16OWPE5idA4Wb+HDFCEiCBMydA4XbmDLlCBgQo3DKAxCkkMA4CFG7jgMZHSGAUAkYIN7lLTS8qAZzp7xlzvfdvcHQeShthdNYNiE+44IzzKDJs07M92Lk3iFVLKiEyrPlgv6pKk2ozEW0yBraDFBmnvufXlFCTIZVmfQH9jO5Qk1iWfPcUJlc58L17qtge8oyza84FKNzMmRdGZW0CFG7Wzh+jNy8BCjfz5oaRWZcAhZt1c8fISYAEMidA4ZY5K848AwIUbmcAj4+SQBoCFG58PUgg+wTGJdziMWjhDmihTmhB+dwOhBMtILX+XnWfWvS8LyFeOSttwM73d8B5/C3A4YTurUh8eCqheysBr3yugF5UBmiOcR1cxJYINakkW7Olc9A9abKgVJc1LChWbR9zPUZqHZnrOLifcQQo3Ixjy5XtS4DCzb6558mNJUDhZixfrm5PAhRu9sw7T00CdiNA4Wa3jOfpvBRueQLPbQueAIVbwaeYB8wDgfEIN9eB5+E49W7aaGOfuAKxmkvTztH6u9XPlVQzYCTvXpOqtUlVDsyv92JShVO1i7xyrg93LCpldZkB3LlkggCFG98EEsg+AQq37DPliiQgBCjc+B6QQPYJULhlnylXJAESMB8Bw4RbV3cP1m98HLfdejPOnj7NfCdnRDklQOGWU9zczEYEKNxslGweNTcEYv0Idx4Hwp3wow9aoB3x6k8iXnlu2v2dR34D54e/GXaOqkrzVyM+cTbilZ/MzTmG2UVaPy5f34bF15SgLxBP3Z8mU6VVZO00F2Vb3rJjj40p3OyRZ54ytwQo3HLLm7vZhwCFm31yzZPmjgCFW+5YcycSIIH8EaBwyx97W+1M4WardPOwOSRA4ZZD2NyqIAk4uj6A4+S+RBvIcCcQDSEai6mzupxO9Tk25WLEzr4y7fkdp96B88Nd0P0TofsnQPdVQ/dOUF/D4TIFu5WPtQM6sO7uKlPEwyDsR4DCzX4554mNJ0DhZjxj7mBPAhRu9sw7T20sAQo3Y/lydRIgAXMQMEy4yfE2P7UVl1w8B3PqzjfHaRlF3ghQuOUNPTcucAIUbgWeYB5v/ASiIWjxMPSi8vSi7GQzXAf/a9Cc04Wb3Lsm96+d6UjenTZwHak6k/vUpMXjSGPn60FVfVZb4x53CHJ3202rWrHurirUzyoa9zp8kATOhACF25nQ47MkMDwBCje+GSRgDAEKN2O4clV7E6Bws3f+eXoSsAsBQ4XbBx8exnO/3I5lS26B1+OxC1OecxgCFG58LUjAGAIUbsZw5aoWIhDrhxY4CS0oH23QAvLRCi0SQLzqk4ie+9dpD6P1HIb7nacHzYm4ShHzVMBdMgHwViJechb00jNrjy2yTdo5ijhbeIkPvSEdzQfC6nPL4Shmz3Lji3P9mF/nQdPBftROTbR3FNm2qbFHSbmNK6rHlRhpF7lmSyeKfRoe/kY120aOiyIfygYBCrdsUOQaJDCYAIUb3wgSMIYAhZsxXLmqvQlQuNk7/zw9CdiFgGHCTe5w+866H+LosRPDsqyZMhnfXvkAystK7cLa1uekcLN1+nl4AwlQuBkIl0ubmoDWewyuP/4CWn/viHFKe8fI7CXpzxENwdm2H7qnAuquNW8lgqF+xHUdxb4z/8dCUlnWG9CVbJtU5cDkSif2vBNWMdXPLFJyTT7LaO2IYVKVM3GfWo0bk6sc2N0cxowaFw4djSpRJsJuXp0XDZf5U+dau6VDPbesoQxSMSdDnpc9k7+WNb53TxVlm6nf6sIPjsKt8HPME+aeAIVb7plzR3sQoHCzR555ytwSoHDLLW/uRgIkkB8Chgm3/ByHu5qVAIWbWTPDuKxOgMLN6hlk/CkC8Si0UDu0UAcQiyA+sS4tHLlvzf3WT0ae43BCL56MyIV/M2bI4xVuL+0NKvGVFGgbtnZh596gqk7ze7WU8BIJ1hfQB7V2FLEm4kzE2P1fLcemZ3uUjBOJ1rDAryRcy9GoEmi7m8JYdLkfi68uUc/IszKkXaRUsonkEzknn1ctqURfIK5iYCvJMb8KfCDLBCjcsgyUy5EAAAo3vgYkYAwBCjdjuHJVexOgcLN3/nl6ErALAcOF29vN+7HuBw8P4rnyG/fyXje7vGEfnZPCzWYJ53FzRoDCLWeouVEWCTja9kMLdSq5poW7AGkFGQmkdtCLihH5zD2j7lj0xgbo3ironnJVmZaoUqsCfOXQ3eOvoB+LcNvU2I3F15Sg8ZUAnt4+tNouWcW2edVEJb3SDRFn0loyeZ+brCdS7fTR+GoAT7/Yi/n1Hvz2I/kmv05KNolHBJ08S8k26mvECTkkQOGWQ9jcyjYEKNxsk2oeNMcEKNxyDJzb2YIAhZst0sxDkoDtCRgq3ES2PfWznw9qHSn3uq35/kZ8qeF6XHfVFbZPgF0AULjZJdM8Z64JULjlmjj3O2MC8RiKXl8/6jL9l64AHOkF1aiLjHNCpsItWcGW3Oa+m8qV4Gptj6lvSUWaVLxJhdnCS33jjGb4x5auOalaUMqesrbIOZFsNy4oVvfAcZCAGQlQuJkxK4zJ6gQo3KyeQcZvVgIUbmbNDOOyMgEKNytnj7GTAAlkSsAw4RYKh/HQI0/g2qu/OKSaTUTcC9tfxtfvuR1eD/9SKNNkWXkehZuVs8fYzUyAws3M2Sng2KT9Y7gTWn83EOqCFg0AOuDoPIhI3ddGPbj7zUeHvXtN95SqSjV4KxGdtgBwZ1dSjRrYRxMyEW7JFpByl1rdLM+gyrRM9zmTeSLXmloSVWwcJGAVAhRuVskU47QSAQo3K2WLsVqJAIWblbLFWK1CgMLNKplinCRAAmdCwDDh1tXdg/UbH8dtt96Ms6dPGxSjVLltfmorViy/E+Vl42/5dCYH57O5JUDhllve3M0+BCjc7JNrM5zU9d6/w9F7FIiGRgwnMud26L6qtOE6P/hvQI8CRRXQ/dISsgK6r9oMR1QxjCTc5P601vY4Gnf1qWqyK+f6cP/N5aaJm4GQgNkJULiZPUOMz4oEKNysmDXGbAUCFG5WyBJjtBoBCjerZYzxkgAJjIeAYcKNFW7jSUfhPkPhVri55cnyS4DCLb/8C2V3LdgGvagUcBalPZK7+V+hiXBLM6LnfQnxylmWRjNQuO18PYjmln60HIlChJsMuZdNKstqp7lS961Z+sAMngRyRIDCLUeguY2tCFC42SrdPGwOCVC45RA2t7INAQo326SaByUBWxMwTLgJ1V/t+DV2vPwK73Cz9SuWODyFG18CEjCGAIWbMVwLblVpARnq+OijU32GtIQMy/d6IP0gIxd8FXrZ9LRHdx14Ho5T7wJON3RvNXRfJXRvlapokwo1+RoOl+XxJYVbyxENKx9rV+eRaraGBX7U1rgtfz4egATyRYDCLV/kuW8hE6BwK+Ts8mz5JEDhlk/63LtQCVC4FWpmeS4SIIGBBAwVbrKR3Ne27gcPD6K+8hv3DrnXjWkpbAIUboWdX54ufwQo3PLH3ko7u/7w/+DoOJg25GjttYhPmp12jhbuAhxO6O7CvjdMhJtUs/2vzX2YV+/BvDov5tfxzlkrvfOM1ZwEKNzMmRdGZW0CFG7Wzh+jNy8BCjfz5oaRWZcAhZt1c8fISYAEMidguHDLPBTOLGQCFG6FnF2eLZ8EKNzyST8Pe0eD0EJd0EJt0KRCLdiB+MQLES+fkTYY559/DefR10eco7v9iE3/POKTPj2uQ4mcajoYQf1Md6oC7ER7TK01uco5rjXz+dAHx0L4xx91YV69l3e05TMR3LvgCFC4FVxKeSATEKBwM0ESGEJBEqBwK8i08lB5JkDhlucEcHsSIIGcEKBwywlmbkLhxneABIwhQOFmDNdcrCqSarT2hE1vvIdJ/ftR4epCqaMLiIaHhBab/jnEpn4ubciOE2/BeXQP4KmA7q1MtIJUX1fhiR1OHDgKTK50qrvJmg72Y8ZU9yB5lm7xvlAcS797CjqAQCiO+lmJe+BaDkfV540rqtHaHkt9Pxdsx7uHSMLmg/342Ys98Hk1/Ms/VPOOtvHC5HMkMAwBCje+FiSQfQIUbtlnyhVJQAhQuPE9IIHsE6Bwyz5TrkgCJGA+AoYLN7nH7amf/Tx18tKSEqz+5nKcPX2a+WgwIsMIULgZhpYL25wAhZv1XoC1Wzrw9rudmFnjwOq7pqM3oA+pAms60I9iv4Znn3kVn3buUocUGTZ14tD70eITLkB01g3jAiH7yB1lcj/ZS3uDQ9aQ6rTNqyamXVue7w3E8b17qrDvQASHjkawuymE2qlutByRX0eVWBTxZuYhAnTlIx1KHN7wOQ+une/BpEqvmUNmbCRgOQIUbpZLGQO2AAEKNwskiSFakgCFmyXTxqBNToDCzeQJYngkQAJZIWCocBPZtuPlV/DtlQ+gvKxUBfzBh4ex5vsb8Q9/v4T3uGUlhdZYhMLNGnlilNYjQOFm7pyJxGp+8w8o19px+acC0AJt2P/uUdROjmH7+zPxYvsX0HCZH8sWlaUOIlVWy9e3QSrHZvj+jP/52Z2Q70VjuhJuYWcFSqur0d5fhlmfnIR48RTopTUZgZB19rwTxp7mEOpri/DSG0HUzSxSbRM3PduNKy/14aXXg5hR40btNJeKY9WSyhHvL5NnduwN4Xv3VA6q1pPYi70OdYafPNujZN62tZPyUi2WSSVhskpvUpUDq5dUoswfQ1zXUezjvW0ZvVicRAIZEqBwyxAUp5HAGAhQuI0BFqeSwBgIULiNARankkCGBCjcMgTFaSRAApYmYJhw6+ruwXfW/RC33vKVIWLt7eb9eGH7y/j6PbfD6+FfZln6DcoweAq3DEFxGgmMkQCF2xiB5Wi6o+sDND2/FSdOBpUki0R1tHfH1e7nTHGpj4O9U/BsR4NqYSjVX8lKt2TFmLR4vPMGJybrB7H7Tz5s/E8HuqIfizlZ676byrHwUt+gU4lg2tOUaD05r96jRJgIpadf7EXjqwH4vQ7Mr/dg90dztnxrwogi7MGtXSq++24uT+0h7SF3vhGEVMeNFMPpmG9YcXzYWLOdDjm7tLJsbknEJuLwuV19iq8IwOTY+XoQG7Z1pX6dlINJKRgM9VO4ZTs5XI8EAFC48TUggewToHDLPlOuSAJCgMKN7wEJZJ8AhVv2mXJFEiAB8xEwVLit3/g4brv15iHtI6XKbfNTW7Fi+Z2pyjfzoWFE2SRA4ZZNmlyLBD4mQOGWo7ch1g8t2A6tvxPQdcSrzx92493NYSV4vKETuEzblmoDKdVp7x+Lor07hksvSLQpjJefg64Z/wP3/qANmgZVxSZy7Hh7bNiKsTVPduLKS3yp9pONr/bh0LFoquWjSLVNz/YokVbs09RHa3scs2e5VatH+fmyhjI0LPCr/UVOyUh3j5w8s+S7p9TdbAPHjBoXGi4rRrHfMWL128D5a57sUHOlks6oIa06hb+M5F10yb0GislkNdvCuV7Mq/OiN6SrNpiTKpwpeUnhZlSWuK7dCVC42f0N4PmNIEDhZgRVrkkCFG58B0jACAIUbkZQ5ZokQAJmI2CYcAuFw3jokSdw7dVfHFLhRuFmttfA+Hgo3IxnzB3sSYDCLct5j/XD0XkQWqgDWrADWrgTCLVDi3x8v5nuq0RkzrJBG4u8kraJUkE270IPzp2q4wv9P8bUs3zQ/ZOgeyqg+6uh++RjAnRvZep5eVZEWW2NS0kpafVYP6to1IOJoLtt7UlVOSZ3rT29oxcHD0dV9ZqILRFLEo9UtklM9y8uH1dLR6lk+0ljNx5eMWHUmEaakIxDKsiMGHLGp7f3Khby+cnVE9XZhalU40mVXvIuOqnakzPJnJEGhZsRWeKaJMAKN74DJGAEAQo3I6hyTRKgcOM7QAJGEKBwM4Iq1yQBEjAbAcOEmxx0pNaRcrfb0aPHVfUbhz0IULjZI888Ze4JULhll7kWCcD9ux+Numj/vH9Uc0R6JUWb3P81e2ZR6j42LdimBJuRQ+RRa0cMJV5NVXdJ68TTK9akfeLpbSfHGlPyTraxPpecn5SDw8U30ppSsSYVaNIWc2A7yIHzlVR8JaAkm0jF1Us/FpnJeckqvUWX+5XMlJad6+6qSis1KdzGm2k+RwLpCbDCjW8ICWSfAIVb9plyRRIQAmwpyfeABLJPgMIt+0y5IgmQgPkIGCbckne4HT12YtRT10yZjG+vfIDtJUclZd0JFG7WzR0jNzcBCrfh86NF+qAFTkELnkp9RqgDkYv/YdSEFr3+QyAeHTKv31WKkFaBgFaOqjkL0RdxYeUjHaoF5MypLqxeWjGuCrJRA0ozISmyZErDZf6U7DuTNY16dumak0r8SUvL0wXapme7sXNvSDGUO+JOdMRUZZ7cNyeibPHVJUPCEsG44Zku6MCo/JMVdrVTXWqddXdXpT0mhZtRbwHXtTsBCje7vwE8vxEEKNyMoMo1SYDCje8ACRhBgMLNCKpckwRIwGwEDBNuZjso48kvAQq3/PLn7oVLgMLt49w6398JR6BVCTZEQ8MmPXLxXdDdpWlfCOf7OwBogLSB9FVC91apFpAbtnZh596gqoySO8L2NIWHvW8t129bsnVi7TRXzoXfWM4qUq3pYATFfk21dBx4r5q0xhR5OHCIbLtqrlc9c99Xy9TZpHWmjGQLSZGMi68tyejcIvykGnDxNSXDCryBe1O4jSWznEsCmROgcMucFWeSQKYEKNwyJcV5JDA2AqxwGxsvziaBTAhQuGVCiXNIgASsToDCzeoZtEj8FG4WSRTDtBwBOwg3qVKTe89GG+63N6l719KNyAVfhV42fbSlhvxc2jJu2NaFGTUuHDqaqH4TIfS9eyqHtHAc8+I2eUAq0qRNpHAr8WnqfjVpASktH29a1aoEnDAWIaaE3M3lqtpNWkCKbCvxJ56RdWQMFHaZIJQ1pfWkVMuNdkcehVsmRDmHBMZOgMJt7Mz4BAmMRoDCbTRC/DkJjI8Ahdv4uPEpEkhHgMKN7wcJkIAdCFC42SHLJjgjhZsJksAQCpJAQQi3eARaqBNaqB1auFNJMy3UAWkBKa0hoeuIzP476P5JaXPo+sN/wNFxAHC6oUt1mlc+qqB7ygH57KtIVLdp2ojriPyRIdVWUsEmo6mlHy2Ho2i43K/aIe47EIFUa0n7w9PvSyvIlyyLh7phxXHV+nJSlUtVqUl12p7mkBJsz68/a9id7l1/SklOea5xVyBtm8lshUrhli2SXIcEBhOgcOMbQQLZJ0Dhln2mXJEEhACFG98DEsg+AQq37DPliiRAAuYjQOFmvpwUZEQUbgWZVh7KBAQKQbi59m+Fo+vPaWlGz70R8apPpZ0jsg6aE3rR8C0jW45GVEtCuffrq9eUDJFlySq25CaTKp1qfrFXQ+0096C7x0TMnX4PmQleB0uFkGzxKFWDi68pxfw6z7Dxi4wTASr3vz24tUvlZLg73bJ5eAq3bNLkWiTwMQEKN74NJJB9AhRu2WfKFUmAwo3vAAkYQ4DCzRiuXJUESMBcBCjczJWPgo2Gwq1gU8uD5ZmAGYSbyCepBpt/fgzFeneiUq2/C0f+fApTLvzMqC0cXYdehOPE2yOS1D0liE2/HPEJF46LtsgaaVUo4iY5pKWgtCdsORrFjZcV45kXeyFCTtoZzqhxq1aG8+o8qTvDxrUxH0pLQHg//UIv7l9cbjp5SeHGl5cEjCFA4WYMV65qbwIUbvbOP09vHAFWuBnHlivblwCFm31zz5OTgJ0IULjZKdt5PCuFWx7hc+uCJpBP4ebo+BMix9/FzleOQg+0Y8ZkHfUzixTvIyejaDrYj9f6Poe5V31eVSeNNJzHXoPj+Juq/SNUK8jKj9pByudKwOEadw7lzi5pXShVVHc0lKE3pOOl1wPY805Yfa/E51Bxytf3f7WcLSLHTbqwHqRwK6x88jTmIUDhZp5cMJLCIUDhVji55EnMRYDCzVz5YDSFQYDCrTDyyFOQAAmkJ2CYcOvq7sH6jY/jtltvxtnTpzEPNidA4WbzF4DHN4xAvoSbVI39+Y1d8B/fhbauOMqKNbR3J+4/mzrRhUhURzSm47CjDr8JXIF1d1elGMg9XPUz3UpuSXWcCDGpNJOxeklFxtVOEoMMWUPW2t0cRolPS0k/2UfuWlvWUKbaQSZH8jlpTShDKq14F5thr6glF6Zws2TaGLQFCFC4WSBJDNFyBCjcLJcyBmwRAhRuFkkUw7QUAQo3S6WLwZIACYyTAIXbOMHxsbERoHAbGy/OJoFMCZypcNOCbYkWkKEu9RnhTmihDsSrzkPsE1cMCaPx1QBaO6LY0xxGReiP+MvqHbjoPA8mVzrRHYjjVKgcL+zzoiNSjr+6qgbBoqn41s/c2LZ2khJpSQkmsktaOW5q7IbclSYVcCLeFs71qZaOAwXZwCBEjr20N4h5dV5s2Nql7vaSIeslv5Zfi0CTufMu9GD10spMcXIeCSgCFG58EUjAGAIUbsZw5aqkEPdYAAAgAElEQVT2JkDhZu/88/TGEaBwM44tV7YvAQo3++aeJycBOxEwTLgJxM1PbcUlF8/BnLrz7cSUZx2GAIUbXwsSMIbAeISbo/MgnC0vQuvvHTGoeOUsRM/7kvq5VJCJLJPPS797CsVSRTarCBefHcKH7/0Jf/ul6dB9FdCLytX8pWtOorUjho0rqpUIu2lVK1YtqcRrzSHs3BtUFWgHj0QRCMVx5Vwf7lhUqtZf+Wi7+v5ZVU71rAyRZpsae7D4qhK15/L1bep7MkTUyT6yngi4pgNh1M/yoNirYU9zCLXTEuJO1uYggbEQoHAbCy3OJYHMCVC4Zc6KM0kgUwIUbpmS4jwSGBsBCrex8eJsEsiEAIVbJpQ4hwRIwOoEDBVuH3x4GM/9cjuWLbkFXo/H6qwY/xkQoHA7A3h8lATSEFDCzQUUxaRCrRNwOBCvPDctM0fXB3Dt35Z2Trz6k4h+8q8hd6BJRZlIKxFdctfZwysmpH1W2jhKJdvz689S8+5dfwqt7XHoAL53T2Wq/aNIsftvTki65Gg60I+Vj7Vj86qJ6lsi2OQ5kXAi5372Yi8WXe5Hy+GIqlyT+ZOqnErscZBAtghQuGWLJNchgcEEKNz4RpBA9glQuGWfKVckASFA4cb3gASyT4DCLftMuSIJkID5CBgm3OQOt++s+yGOHjsx7KlrpkzGt1c+gPKyUvNRYURZJ0DhlnWkXNCOBGL9cHT8CZq0fQx2QAt3ob+nFe54GA5HoopLL5mCSN3fpqWj9XfD/eaPE/P9E6H7q6F7q6EXT0p89iXuW5MWjyLcpIJMqsvqaxOfRxtSCdcb0FMSTNaQtaRqLZO70qRCTvaR6rXeQBz3f7VciTcZyfvYklV3o8XCn5PAeAhQuI2HGp8hgdEJULiNzogzSGCsBCjcxkqM80kgMwIUbplx4iwSGAsBCrex0OJcEiABqxIwTLhZFQjjNoYAhZsxXLmqvQho4Q6439o06ND90ShcDkdKuMHlQf8lXx8VjBY8Bd03cqWaCK7j7TFVTbb46pJR18vmhJ2vB1UbSZFq6+6qUvJNpF2yqi2be3EtEhiOAIUb3wsSMIYAhZsxXLmqvQlQuNk7/zy9cQQo3Ixjy5XtS4DCzb6558lJwE4EbCXcfrXj1zh69Dhuu/XmQTk+vRpv5TfuHXTvnDz31M9+rp65aPaF+Po9t7NF5hh/l1C4jREYpxc0Aa2/B1qwDVqgDVrwJLTAKSAWRGTOslHPXbTnX4YVbpq/ErqnEvBWIDrj6lHXGWmCtIJ87tU+nGhP3MGWSUXauDcb4UERbUu+ewozp7qw7u5EtR0HCeSSAIVbLmlzLzsRoHCzU7Z51lwRoHDLFWnuYzcCFG52yzjPmwsCFG65oMw9SIAE8k3AcOH2dvN+rPvBw4POebrQMhrCwBiu+sKCQcItFA7joUeewOz6C3HdVVdA7p3b8Ohm3Hf3bTh7+jTIsyLbku0vNz+1VYV7urTL9Ax2bYNG4ZbpG8J5hUrA1fIipKpMPhAND3vM/rn3Ac70LRtdB/8LussLeCqgeyvQFfPCWzYZbveZ3WEm97NteKZbVbVdNdeLGxcU5/VeNIlH7mWTu+M4SCDXBCjcck2c+9mFAIWbXTLNc+aSAIVbLmlzLzsRoHCzU7Z51lwRoHDLFWnuQwIkkE8Chgq302WVHFSE1prvb8SXGq5XgiuXY7gKN4lHJNqK5Xeq++ROF3Dys/+/vTsBjrO88zz+79bRkixZhy8QEMD2ZsPagjAcMbuLSSCGZCYbk63sxMDMEg7XBAiE4NQmLpxKTQ2Mk0wIBsZDMuaYTBIDmU2CqcoEMFfs3cXB5MBHCAm2IYDBly7rVh9b/0e0aLVb3S11v2+/7/N83ypKCL39HJ//27S6f3qet739uPGx5ppTMXPQ1SJPbx+UTVsGpLEhYlaO6AfJ+qGyftUPlrMPfUyu/15Mf0E7h8AtaBVhPGURSMYlMtRl7oNW6Kj59XqJjPTnPW2040pJzZhXqKkJP+/pG5SGWG1Jgdvzu4Zl3UM9Mv+Earl5RbM1/9+ZEiQnI5AhQODG5YCANwIEbt640qrbAgRubtef2XsnQODmnS0tuytA4OZu7Zk5Ai4JeBa4pYOrj1184YTtGRVXQ6vHn3zG960ZcwVuuQK09Cq2K1Z8asLqNx179gq4zItFA7Jtu4elfyBp/rOGZU+9OCh734ybexHpsXL5TNm0pd9slTa3rcoEcBq4LV/aIMsvaDD/vvGJPtm2a9iEcectjpnHzaiPSseCWlnSEQvlig8CN5f+t2LZXBMjEhnulshQp0SG9GuX+Sr6dbRfJJWS0TNXjm3nmOeo+d1DEul9Q6SqRlJ1rWZ12tjX9FaQzZKqaRKJRKYEWErgpv/P0mPDo73m65qr889hSgPjZARCLEDgFuLiMfRACxC4Bbo8DC6kAgRuIS0cww68AIFb4EvEAEMoQOAWwqIxZAQQmLKAZ4Gb3hftjru/a7Ze1K0ZM4/sVWVTHvU0HzBZ4JYd/mUHbpmhYXbg9v2f98qhrqQc7E7Krj0j0lAXkVPbq2Xf/rgMDKVk0fwaufCsOvPf9B899Ge33NVlzr3pL2fKoa6EPLS5Xxrro9I/mJT+oZSsWDZDtu0ekv4BkbltUdm9d9Q89pr/1iif+K/10xSo3MNGRxMymkhKQ11N5QZBzwhMQyD2u+9LtP+dvI8cfv+nJdl8at5zNLQzYVv1jGmMYvKH6IcssZoaqa6euPWi/j9D//8z2fH1f+2RX+4eGf9xWP/fUlZMGkPgXYHhkbikUimpi/GaxUWBQDkF+vqHpb6+VqqiU/vjknKOgbYQsE1gaHhUItGoxErcXtw2F+aDQKkCvX1DMnNGnQgvWaVS8ngExgUGhkalpipa0g49cLojUFNd2q1T3JFipkET8Cxwc2WF2/X/cFDmNEfllOOr5X3HVcnZHxgL1Qodr7+TkDktURO66aHh3I+fHZI5rVVy1geqzc/0v732TkJOOa5Ktr8cl1/9fkT+dCAp625uKtT8tH5+qHtsFZ72Xe4jmUzqQiCpqip/2+UeK+3ZKRAZHZDoSLdUDXdLdKRHosNdMjznLEk05N/CseH1f5earlcmRUnWNsnQCRfKaPP8isDFE0nzwWUkEpEtvx2Vrb8dkd+9Fjdj+euP18vJ86rkd6+Nyk+eG5YNX5lp/vsPHh+UX/x2VL64YoY01I0NW/8/k/7/UUUmQqcIBEjAvGaJSFWU16wAlYWhWCAQTyTM80pfszgQQKA8Aolk0uQBUV6zygNKKwi8KzAaT5g/aoyQuHFNIFA2gUQiaTb14TWrbKRWN9TcFL4FJ1YXhMkVLeBZ4KYj0BVlm5/5hXxt9S3m/mh6uHoPt6IrkufEna+OyOp7O2XNVa1m1dv89sJ/ea9bWeo2lZMdum3lhk1HRdvWQ7ewvHb5TLMFZv9gSvbuj8vc1qrxrS2nOw+2lJyuHI+brkD0yMsS7XxlfBtISYytEs084qdeLMl5H8zbRdUbWyV6eLek6tpEYs3ma6r+3S0h62dPd3hle5xuKZlK1cg3ftBrnse6kvbyS5rksS39snPPeyvYtMP0PSE1/Nbn+spLxwI4DgQQmCjAlpJcEQh4I8CWkt640qrbAmwp6Xb9mb13Amwp6Z0tLbsrwJaS7taemSPgkoCngZtC6j3S1n7rngmmq7904zH3dfMDPdeWkumVeKd3LJKPL/vwMfdoy77HW3q7Sd0q0+9DQ7A7N/aY+8TpcetVrTIvT/D21AuD8tjWAbl71axjhqofzOvWlXc+1GPCu+Xnj21z98+bjsrAu/eb0+8b6nSlXVJu/kyzfPTc6f9lAYGb31cL/VX96Tmp2v9CXohE+7mSeN+HQ42lgdua7/TLga6kLDunTi7/WGPOkF3v17bxyT7Z+9aofP2GtlDeCzLUhWLwoRIgcAtVuRhsiAQI3EJULIYaGgECt9CUioGGTIDALWQFY7ihECBwC0WZGCQCCJQo4HngVuL4yvLwQqGf3m/ub9d+W/a/fcD0lx0IalD3vR/+yPzszNMXyRduuFbqYrGyjG06jWiQtnPviDy9fdB8aL7m6hazCk1Xrzy/a1ge29pvmk2vWtOwbN6sKrNibdO7P9v7ZtysYtPVMNkfvuuqN/15OmDT/tY90iPLz2+Y9ooYArfpVJrHRAYPS2SoSyKD3RIZ7hQZ6jFfk3PPlET7h/ICRQ++JNV7n5hwTqphlqRiujqtVSTWIsmZJ0qqYU7ooLftGpantw/Igc6k6PNVDw3Wi1n1GrrJMmAEKiBA4FYBdLp0QoDAzYkyM0mfBQjcfAanO2cECNycKTUT9VGAwM1HbLpCAIGKCTgRuFVM1+OONzzaK5u2DpheliyKyfKlM8yWk5mr0p5+cfCYbeU6FtRKx8JaWbI4ZkK6fFtOpqeQDt0uv7hRll/QMOkKGj0/vW1d5vQJ3Dy+GCxqXreCrHr9WYmM9E06q+ScxRJf8Od5Z22Cut7XRWK6BWSLpGrDv32iPt83Pt5nwnJ9zs8/sUbmtaXkpLm18v73Ve6PACy6/JgKAkaAwI0LAQFvBAjcvHGlVbcFCNzcrj+z906AwM07W1p2V4DAzd3aM3MEXBIoa+CWvVIsH2T78fMm3NvNJfRyzjUdhGmbGpwt6YjJR8+uF90+Tleo6deDnQnTpd6PTY/lSxumNYR0X7qK5tarWsaDNV1hs+6hXtOXBgHa/pLFdXLgSMLcDFXHNDwcl7cOj0rHgrGtKzkcEkiMSGTwiESGu0WiNZJsXZh38tGuV6X6lZ/kPSfVdKKMLrrcOkRdlapheOahz6mntg+Ze7Lpc+zySxrNcywdlOuWkg2xWqmpqbLOgwkhUCkBArdKydOv7QIEbrZXmPlVQoDArRLq9OmCAIGbC1Vmjn4LELj5LU5/CCBQCYGyBm6VmAB9apA2ala96GoXXYHm5aEf/n9lfacc7EzKmqtapG8oJbc/2GW61O0p9V5wuv2kHhoI6PnpY05LVL5+w6ycK+C8HDNt+yQQH5Ro1x6JjPRIZLBTIsNjXyU+ND6AZPP7JH5a/vsf6jaSNS89YB6TijWKmC0gW8w2kOZrbYuk6ttEqiYGUz7Nctrd6HNh71tx0RWmuQ7dDlafS3pvxoNdCbOFqz5m9fou8xzXlav3rDr2+UPgNu2S8EAEJhUgcOPiQMAbAQI3b1xp1W0BAje368/svRMgcPPOlpbdFSBwc7f2zBwBlwQI3FyqdhnneuMdh03opoGABgifXDpDTl9YY0I2DQdue6DbBGs3r2g295Lr6YvLI08PyKUXzPA8FCzjNGlqCgKR/oNSs/Nf8j4iFWuS0TOvK9iqhm6pWItItLrguUE7QVeh6TWvK0z1ubBh09Hx+ynqWM9bHJPLLmkcv99a9gq29Hx0pZveS3FumwbVbdI3kMoZVhO4Be0KYDw2CBC42VBF5hBEAQK3IFaFMYVdgMAt7BVk/EEVIHALamUYV5gFCNzCXD3GjgACxQoQuBUrxXkTBDZtGZBtu4Zkfnu1nNpeY8KFzEODBt16Mn3oPdzu+rej8quX42Y7PN0WL2iHBh/F3M8uaOMu93giI71jW0AO6D8HJTJwWESSMtrx2fxdJUakdvu6nOeMr1CLtUji1GXlHnJF23t6+6BsfLLPbPeo18/8E6tNULb2hla5/cFumdtaJRedXW/CMl0RqltD7twzIisvnSmNdRF56sVB2fNmXJadUycXmW1gk2Yb2Ke2D8i+/XF55Pa5ea9LAreKlp/OLRUgcLO0sEyr4gIEbhUvAQOwUIDAzcKiMqVACBC4BaIMDMIyAQI3ywrKdBBAIKeAp4Hb62+8Kbd942452td3TOfcw82tK1IDt66+hPxyd1I2bOqVj55TL5dd3Bio7SU1NNHAZLr3uAttRZNxqX7tKROsRQYPiSRGc05lZMn/KjjF6lc3SaqmSSS9/WNsbCtIG4/M7R51+0e9b+HfPdgtA0NJs/2jftVtVnV1WnaQe+fDPaJBnR7pFaK68i37yHVPt+xzCNxsvLqYU6UFCNwqXQH6t1WAwM3WyjKvSgoQuFVSn75tFiBws7m6zK1SAgRulZKnXwQQ8FPAs8BtaHhY7lp/n5zesUj+0wcWymM/e1JWXnWF1MVicv/3HpazzzpDzlh8mp9zpa8KCmjgNhJPStOMmOi9qu58qEcWnFgta69rmzAqDTEm2zove9VcOaaj4d/OV0fN1n96aDDywFdnj99/7vkdw3KwOxHObTCTcYkMdUqqYW5Bqtpt3yx4zuiZKyUVszM8KzR5vS43PHpUDnQlzKkarj39wqC805k45r5qGpLpKje91+EXL2uesNKzUD/T+TmB23TUeAwC+QUI3LhCEPBGgMDNG1dadVuAwM3t+jN77wQI3LyzpWV3BQjc3K09M0fAJQHPAree3qNyx93flWuuXGE8NWRbddPfSPPMJnlp18vy+JPPyBduuNYEcBz2C2QGbjpbDbhuuuOICbKWX9BgAi4NKlbf22lWvf39dW2ya8+IgdGt+i46p16uuf2Q3PyZ5mO2r5yOnoZ+6x7qkZSIXHpBg9kWU7f305VHC06oNlv/6Xj0WLIoJmuuDmjQlBiRyGCnRIa7x/4x/94jMtQpkZF+M/7Rsz4vqZqGvEw1O+43W0iaI1otqfrZkmqYJan6OZKaMVtSdbMkFWueDnXoH5Neyabhml4rT70wKAe7Eua60G0h9XrNdfi1RSmBW+gvMSYQQAECtwAWhSFZIUDgZkUZmUTABAjcAlYQhmONAIGbNaVkIgESIHALUDEYCgIIeCbgS+DW0tws37nvX+Vz1/5PE7jpVpOZAZxns6PhwAhkB246sPS2eno/t/7BpDz1wpB0LKiRHXtGzXZ8kx0aup13emzK91vT4E6PdY/0mDBNtwG8/GONE9pJh366FeDy82fIpq39crAzKed1xOSTSxtk31txE/6VeuhYGhsiE/rWEFLvjaerp3JtL5irz5qXNkhksCvvcEYX/5WkGtvznhPt/L1IpEpSDbOdXcWWCaTBb/roH0hNWMmmtXv6xcHArHokcCv12cjjEThWgMCNqwIBbwQI3LxxpVW3BQjc3K4/s/dOgMDNO1tadleAwM3d2jNzBFwS8Cxwy9xS8uPLPmwCtvb240T//eebn5MdO3ezws2hKy1X4KYrgG57oFt2vruSTUOue1bNNiq6Au1gZ0KWLI6Zrzv3jphwSkMpvfeVBlK3XpV71dmGR3tl79vxsVBt6di9tfbuj4v+d21jblu06K3+dIy6raSGdOlDgzpd2TSdQ8egq6N0fho0XnR2vdy3qdd8r8fc2sPSXNVrvl7x1+fK+049Lm831a/8WKJdeyY9JxVrksT8j0uy+ZTpDNe5x2iY9tjWfhN8an3Sh66ALDYE9RuNwM1vcfpzQYDAzYUqM8dKCBC4VUKdPm0XIHCzvcLMr1ICBG6VkqdfmwUI3GyuLnNDAIG0gGeBWzaxbjH5t2u/LfvfPiBNjY2y5ss3ycknnUglHBHIFbjp1DXQSt/rSsOwybbny2TSLf00AJvfXiOXXdJoghAN4voHdYNIMSHeko6xrUo1nEsfc1urZEZ9ZDzUmwq9BmLz2qKy98246VsDN91SsJjxpvtJj1vHcXLjQUl0vSWtNT1yUtNRueAD/TJ4tFc6exNy8vE18vvXRiS+cLmcv+yDeYdZ9fozEu36o6TqWs0/EmuVVH2rpGItkqqfNZUpOn9uuj4NdVGzdaRudxqGg8AtDFVijGETIHALW8UYb1gECNzCUinGGSYBArcwVYuxhkmAwC1M1WKsYREgcAtLpRgnAgiUIlD2wC0drOmgvrb6FrOFJAcCkwVu05VJhyP6eA3c0ivE0u3dvWqWCeS8ONJ9dyyslbXXteXtQldMaSingeDq9V3mfnUa5PTv/Jn86rkX5bRTaszPq6siE9rRVX87Rj8k/+Ozy7yYAm3mENB7Cmogu/b6/DUNGh6BW9AqwnhsECBws6GKzCGIAgRuQawKYwq7AIFb2CvI+IMqQOAW1MowrjALELiFuXqMHQEEihUoe+CmHWeuZtPvV3/pRjlj8WnFjonzLBQod+CmRBqyPbal32xJ2bGg1teg5OEnu+WJZ96Siz84LH+1NC6R4S6RoW6JDHVK8vgPSeK4PzNV1K0J9+0flb1vxWVua1TWXD22DWbV/hckte/Z94K26lpJ1c0aW6nWMEt++Wq9rPtZvXTHm02op+EehzcCuspSw9B3OhPy9RtaPQtqvRm9CIGbV7K067IAgZvL1WfuXgoQuHmpS9uuChC4uVp55u21AIGb18K076IAgZuLVWfOCLgn4Englsmo927b/OwW85+WfWSpXHPlCveUmbF4Ebgpq64g0/uiXf6xRl+CkuihnVL1xhaJjPTLa+/EzdaPpxxfLYPDKWmdWSWnHFctiePOku//4UPm3nMatOnqNj30nnPp+4BFBg9L5Oj+sW0fNWSraZhwlei8rrn9kPlvK5fPNPei4yi/QDpsS0lK1lzVOqUtQss/mum1SOA2PTcehUA+AQI3rg8EvBEgcPPGlVbdFiBwc7v+zN47AQI372xp2V0BAjd3a8/MEXBJwPPALY350q6XZe237jHfth8/j+0mXbrKRDwL3EpmjA9K5N2VaVLdIMmWU/M2GT20S6r3/Pv4Of93x5AJ2+pjEfNVt4f8P39ql58e/nPRe7Ud7EqYFWrbdg2ZUFDvU1fssfHJPtHtKxecUG3COo7yCmSGbV+/oW1KtSnvSEprjcCtND8ejUAuAQI3rgsEvBEgcPPGlVbdFiBwc7v+zN47AQI372xp2V0BAjd3a8/MEXBJwLfALY06NDwsd62/Tw4cOkzo5tCV5tUKt2IJI6MDEuneK5GhLrP9Y2RQt388IpIYW32mR7JtocTf/9/zNhnp2y81u35gzknFmmS4ukVqZ7RKqr5VfvBctWzeEZP/8qF2+cTSZhO+7Xx1pKTtIHV13FfWd8lxbVVmlduSjlhog6Fia+XVeVqLuW1V46vYVt/bKX0DSQlz2KZWBG5eXTG067IAgZvL1WfuXgoQuHmpS9uuChC4uVp55u21AIGb18K076IAgZuLVWfOCLgn4Hvglr6/m1J/bfUt0jyzyT11B2dc8cCt9w2p+d1DeeVT9bNl9Iyr81cnqfdr6xY9169DQ7fbHug2q+Xmt9fIyuVNJYV4fo3b737UadvOYROoabCmKwz133V7zod0teD2QRNafvL8GSYIXfdIj9y9apYvW5F6aUHg5qUubbsqQODmauWZt9cCBG5eC9O+iwIEbi5WnTn7IUDg5ocyfbgmQODmWsWZLwJuCvgWuLGlpJsXWHrW5QrczOq0oaMiI70SGT0qkaEeSUVrJHHKRXmB9dyaX92b85xUfYuk6tok1TBXEictDWShNEza+2ZcdJvJj55bL5df3BjIcfo5KN0SUrfo1K8aqq1e3yVz26Kyb3/8mGGc2l4tpy+olc3bh2RgKGl+fvNnmo1l2A8Ct7BXkPEHUYDALYhVYUw2CBC42VBF5hA0AQK3oFWE8dgiQOBmSyWZR5AECNyCVA3GggACXgl4Grilt4/8zY7dZvzLPrJUrrlyhVdzod0AC0w7cIsPSfVrT0hkZEAivW/knmF1nYycfVPB2Ve/8mNJ1c+SVKxZpK5VUnUtkoq1FHxckE648+EeOdiZkLXXtwVpWL6MJb2C7fJLGmXTlgF5bGu//P11bXL7g90mdGuoi8g9q95beWjO3zUsG5/oM/fR61hYa8apq9s0oLMhbNP5ELj5cvnRiWMCBG6OFZzp+iZA4OYbNR05JEDg5lCxmaqvAgRuvnLTmSMCBG6OFJppIuC4gCeB2+tvvCm3feNuOdrXZ3hXf+lGOWPxaY5Tuz39YwK3xIhEhrolNWNuQZjabd8seM7IWZ8XqWkoeF7YT9CgSQOkR24v7Bb2uWaOXwM1XcGmIZqu7lOHzBVueu5k20M+v2tYzlscs4ljwlwI3KwtLROroACBWwXx6dpqAQI3q8vL5CokQOBWIXi6tV6AwM36EjPBCggQuFUAnS4RQMB3gbIHbtyjzfcaBrfD+LBEhrpEt4GM9x2WZH+n1Kf6RIY6JTI6aMY9cu4tItHqvHOo+e13JDLUa85J1TaOrVKrnyWi20Dqvze0SarGjXsB6uqs1fd2yv23zjH3J3Pl2PBor9kOctk5dbJp64CZtgZsGx/vk46FMXNvNlcPAjdXK8+8vRQgcPNSl7ZdFiBwc7n6zN0rAQI3r2Rp13UBAjfXrwDm74UAgZsXqrSJAAJBEyh74Ba0CTKeygnU/OofJTI6Fo4kkklJJlNSUz0xJBo942pJ1b+3DWCu0UY7f28CtVTTCZWbTIB6/sSqd+TWq1qtXrWV5tZVbBsePSpPbR80cz59YY0J2VZeOjNAFansUAjcKutP73YKELjZWVdmVXkBArfK14AR2CdA4GZfTZlRMAQI3IJRB0ZhlwCBm131ZDYIIJBbgMCNK6MoAbNSbfCwRAYOS2TwkCROWlrw/mc1uzdK5OibkwZuqbqZEl/4SUk1thc1Bk4aE7jxjsNyXked2VrRxuP2B7vMtE5trzFbR6ZE5KtXtYzfg83GOZcyJwK3UvR4LAK5BQjcuDIQ8EaAwM0bV1p1W4DAze36M3vvBAjcvLOlZXcFCNzcrT0zR8AlAQI3l6pd5FwjvW9ItG+/RAYOSWTwiET6DxzzyPhpn5Zk8/y8LVbvfVwiR9+QVF2rjFY1yUhVk9S3Hme+1384pidw58M9crAzIWuvbzumAV0RtukXA3LROfXmZ6VsO3mgM2Hukza/vWbSgabvoza9mRz7qPSWmfqThrqoXHFJo3QsrMk7hnL1HdZ2CNzCWjnGHWQBArcgV4exhVmAwC3M1WPsQRUgcAtqZRhX2AUI3MJeQcYfRAECt3+EKw0AAByqSURBVCBWhTEhgEC5BQjcyi1qQXvVf3xUokf+kHcmiZMvlMTxZxc92+HhURmJJ6VpRqzox3BibgFd9bVhU68JoS67pFGe2T5gtlvUY+OTfbLxiT6ZURc13z/w1dnj/z5Vz9X/1CkHuxLSsaBWZtRFcm7jqGPZtntI1lzVMu1+dFwa7t23qVf27o/L3NYqs5pN78uWnsdUx+7S+QRuLlWbufolQODmlzT9uCZA4OZaxZmvHwIEbn4o04eLAgRuLladOXstQODmtTDtI4BAEAQI3IJQhXKPITkqkcEuiQx3SWSoWyKDnRIZ7hYZ7pbEiedLcs7ivD1WvbFVqt56/r1zotVjq9LqWyQVa5NUXbOkZp48pVVqBG7lK3LmKrBT26tl3/64rL2uzYRUn7n1oMw/oVrmtlXJ8zuH5dILGqa19aSuXNO29NAALBIR005DfdTcR231+i5ZubxJNm7uEx2PrqSb314tF57TMK17yz31wqD886ajpr97Vs0qaWVe+aTD0RKBWzjqxCjDJUDgFq56MdrwCBC4hadWjDQ8AgRu4akVIw2XAIFbuOrFaMMhQOAWjjoxSgQQKE2AwK00v0A9uuqdX0t0//+TyMjApONKnHCeJE46P++4IwMHJdL3zligVtciqdqmkudJ4FYy4YQGPrHqnQnf6xaSSxbXid7/7JHb55qVYemVcLr67bzFU1tZqO08v2tY7r91jtm+cvW9neP96cozbTt9aN9Pbx+UdPg31f50td62XcMm2Ft5aRPbR07xUiFwmyIYpyNQhACBWxFInILANAQI3KaBxkMQKCBA4MYlgoA3AgRu3rjSqtsCBG5u15/ZI+CKAIFbgCsdGR0wq9J0hVoqpqvKTso72qoDv5GqfZvznpOc/QGJL/yk77MmcCsvuQZe6fun6VfdRlK3mJzbGpU1V793f7zbHuiSfW/HTXCmx7qHe6R/MCk3X9Yse9+Mmy0cNUDLPNIr6NKr5rT9Ha+OSv9AUtY90mPurXZeR8wEfI9t6ZebVzSbUE5X2On95XbtGZG7V80qajtIDfU03NOwbvn5M+Sj547de46jeAECt+KtOBOBYgUI3IqV4jwEpiZA4DY1L85GoBgBArdilDgHgakLELhN3YxHIFBIgMCtkBA/RwABGwQI3AJQxcjIUYn0vCaRId0GUgO2bokMHRFJjI6PLjl7kcQX/kXe0UZ79kn1y/9mzknFmiRV1yYSa3l3O8hWSb377xKt9n3WBG7ekl992yFzv7Xs1WV6b7Rrbj9k/ruGYrqaLPPQrSA1jNvwaK/MqI+a0GzsHnCRCcFd+jF794/mXYGm4dyN3zoiC06oNqHeZPdg01BPt6PU0G9JR0y+uKLZWyCLWydws7i4TK1iAgRuFaOnY8sFCNwsLzDTq4gAgVtF2OnUAQECNweKzBR9FyBw852cDhFAoAICBG4VQM/uMtr1qlS/8pO8I0k1nSCji67IP9rEiGh4l6qfFYBZTRwCgZu3JdF7oG3a2i/3rJp9TEe6yk2PnXtGTbilK9VmNESlY36tuW/aghOrzX3YdEtHDe30WLl85jEr34qdQXqFnIZ3ukou89AAUA8N+A50JWRea5UsXzrDBH0c0xMgcJueG49CIJ8AgRvXBwLeCBC4eeNKq24LELi5XX9m750AgZt3trTsrgCBm7u1Z+YIuCRA4FbmaptVakOdZpWaDHeKVNVK4qQL8vaiW0bWvHRfznNS9a1mpVqq8XhJnPCfyzxa/5ojcPPeOr3FZHZPG5/sM6vW9Ejf3y19jq5Yu+mOI9KxoFbWXt9mtqnUVWdz26pEV79N99B2v7K+S5adUycrL51pmtEx6FaY2q7+PL1l5XT74HFjAgRuXAkIlF+AwK38prSIgAoQuHEdIFB+AQK38pvSIgIqQODGdYBA+QUI3MpvSosIIBA8AQK3EmtS9frT5h5rJmQb6jmmtVRspoye+bmCvVT/4ceSqptt7tUmdS1igrZae7bZI3AreAl4doKuOPu7B7tlXls05wo4XR3nxb3TtF2959vNn2mWfftHZfP2IRPAbdo6YFbTPbBm7L5yHKUJELiV5sejEcglQODGdYGANwIEbt640qrbAgRubtef2XsnQODmnS0tuytA4OZu7Zk5Ai4JELiVWO3abd8s2MLIuatEotNfLVSwgxCcQOBW+SLpdo6lrFqbzgx0dd2mXwyYlXMavGmwp6vb9N5ufo9lOuMPw2MI3MJQJcYYNgECt7BVjPGGRYDALSyVYpxhEiBwC1O1GGuYBAjcwlQtxhoWAQK3sFSKcSKAQCkCBG6l6IlI7Yt3icSHx1qpqpFUwxxJ1c0a+9ow29xPLVXbVGIv4X84gVv4azjdGej92vbuj5stKznKL0DgVn5TWkSAwI1rAAFvBAjcvHGlVbcFCNzcrj+z906AwM07W1p2V4DAzd3aM3MEXBIgcCux2tHDu0SqG8bCtdqxe1VxHCtA4MZVgYA3AgRu3rjSqtsCBG5u15/ZeydA4OadLS27K0Dg5m7tmbm3AgRu3vrSupsCBG5u1p1ZI+CaAIGbaxWv0HwJ3CoET7fWCxC4WV9iJlgBAQK3CqDTpRMCBG5OlJlJ+ixA4OYzON05I0Dg5kypmaiPAgRuPmLTFQIIVEyAwK1i9G51TODmVr2ZrX8CBG7+WdOTOwIEbu7Umpn6K0Dg5q83vbkhQODmRp2Zpf8CBG7+m9Oj/QIEbvbXmBkigIAIgRtXgS8CBG6+MNOJgwIEbg4WnSl7LkDg5jkxHTgqQODmaOGZtqcCBG6e8tK4wwIEbg4Xn6l7JkDg5hktDSOAQIAECNwCVAybh0LgZnN1mVslBQjcKqlP37YKELjZWlnmVWkBArdKV4D+bRQgcLOxqswpCAIEbkGoAmOwTYDAzbaKMh8EEMglQODGdeGLAIGbL8x04qAAgZuDRWfKngsQuHlOTAeOChC4OVp4pu2pAIGbp7w07rAAgZvDxWfqngkQuHlGS8MIIBAgAQK3ABXD5qEQuNlcXeZWSQECt0rq07etAgRutlaWeVVagMCt0hWgfxsFCNxsrCpzCoIAgVsQqsAYbBMgcLOtoswHAQRyCRC4cV34IkDg5gsznTgoQODmYNGZsucCBG6eE9OBowIEbo4Wnml7KkDg5ikvjTssQODmcPGZumcCBG6e0dIwAggESIDALUDFsHkoBG42V5e5VVKAwK2S+vRtqwCBm62VZV6VFiBwq3QF6N9GAQI3G6vKnIIgQOAWhCowBtsECNxsqyjzQQCBXAIEblwXvggQuPnCTCcOChC4OVh0puy5AIGb58R04KgAgZujhWfangoQuHnKS+MOCxC4OVx8pu6ZAIGbZ7Q0jAACARIgcAtQMWweCoGbzdVlbpUUIHCrpD592ypA4GZrZZlXpQUI3CpdAfq3UYDAzcaqMqcgCBC4BaEKjME2AQI32yrKfBBAIJcAgRvXhS8CBG6+MNOJgwIEbg4WnSl7LkDg5jkxHTgqQODmaOGZtqcCBG6e8tK4wwIEbg4Xn6l7JkDg5hktDSOAQIAECNwCVAybh0LgZnN1mVslBQjcKqlP37YKELjZWlnmVWkBArdKV4D+bRQgcLOxqswpCAIEbkGoAmOwTYDAzbaKMh8EEMglQODGdYEAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIBACQIEbiXg8VAEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEECNy4BhBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBAoQYDArQQ8HooAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAgRvXwJQF7v/ew7L52S3jj7vyir+Ujy/78Pj3L+16WdZ+6x7zffvx8+Rrq2+R5plN4z//+ebn5Hs//JH5/szTF8kXbrhW6mIx8/3rb7wpt33jbjna12e+z257yoPlAQiERCD72s9+7gwND8td6++T3+zYnfe5oc/P9vbjJjwn9QGFnpchYWKYCExJIPt5ow9e/aUb5YzFpxX9mqUn6uvW/v3vyDVXrhh/XDFtT2mwnIxAiAS8fs1KU6Rfu7KftyGiYqgIFC1QzOtKvvdR6Y5yvWalf5b5Pm7ZR5ZOeF0reqCciEDIBDLfB+nQsz+DKOZ9Vk/vUbnj7u+a58zJJ504QSDzeZXr84+QcTFcBIoSKPS7YPo9VK7P/op5vePzi6LKwEkIIBBQAQK3gBYmqMPSF8YfPvxT+fSn/sKEaOkX2c9/7irzAaZ+v+6f7pebr7/G/CKqb/h27Nw9Hqrpi6a+4KZDOP3lVA/9xVV/if3btd82IZu2lf19UE0YFwLlENDnxv63D4wHZfrcOHzkyPhzJ99zJfuX2eygutDzshzjpw0EgiigryP/+6c/kytWfMr8YYc+z/7xOw/Kmi/fZF6jCj03Mt/oZX8wWajtIHowJgTKJeDla1Z6jJnPPwK3clWOdoIsUOh1Jd/7KJ1Xvtcs/Xnm75JBdmBsCJRbQD+T0CBMP2NIf9A/e9as8cA53/uszGCgqbFx/HfI9BizP+/I/r7cc6E9BIIiUOh3wUKf/ZXyHi0oBowDAQQQmEyAwI1roySB9C+gp3csMkFB9l9UZn+Ymb36JvNFuLunZ0JYl912SQPlwQiETCDzuaFDz/6Lysk+NMm1wq3Q8zJkNAwXgWkLZP8hR7HPjXyrBdKD4Y9Epl0WHmiBQDlfs5RDf3/U17NrP3uZrFt/3/gfY1lAxRQQKFog+3Ul3/uo7N1Esldl63P08SefmbCzSNED4UQELBPIDMWGh0eKep812Qq37Pdk2SGDZXRMB4FJBXIFbJk77+R7bkz3PRrlQAABBIIqQOAW1MqEZFy53gjq0NPbbmX+/D/+h/lmS7x0OJf+QCVzRZz+wrpt+6/NX47pod+vuulvJmxJGRIaholASQKZbwQPHDw0IYzWhif768lcgVv2G0GCgZJKw4NDLJDrj0Ame83K3HaymMAtu+0QMzF0BKYsUM7XrMznUktz84TdD6Y8MB6AQIgFMp8L8+bOKfg+Kj3VXK9ZmVtRps9j5WiILw6GXpJA5nujXL+/5XqfNVnglt7xZ8k5f2Y+A5lse/+SBsyDEQiBQObzRodb6LO/zClN9z1aCFgYIgIIOCpA4OZo4cs17ewP8rN/wcwVuH3s4gvH75+T/cKqf/XyLz/8kfQd7Tf3ceMebuWqFO2ESSD7eZH+S//M8HmqgVvmX5cRuIXpamCs5RLItWo632vWVAI3VmSXq0q0E0aBcr5mZX+gyetVGK8IxlwOgezXlfT3+d5H5Qvccq2Oy9xiuRxjpg0EwiCQvcqm2PdZkwVu6edmX/+A/HHPvpz3sA+DC2NEoBSB7N8Fp/KaVcp7tFLGzGMRQAABLwUI3LzUtbzt7HtM6XTzraQptMIt/fh0qJD+kGXZhReM39fKclKmh8Ax90VUkmL/8jL9HMoM1wo9LzNDBfgRsFUg1/06pvLcyLfCbbK2bbVkXghkCmTfy7fU16x0e/pHV9kHq3G49lwRyPW6kusDyclWVud6zcoO3PhDEVeuJuaZKZB9L9+pvGbl21Iy872XPv82P/OL8XvWUwEEbBfI9btgsa9Zpb5Hs92W+SGAQHgFCNzCW7uKjjxX2KYDKnQ/nHz3HnjtT28ec28Bbu5d0TLTuc8CuX5Z1SHkeoPHPdx8Lg7dhVYgXyBW6DUrPenJAjfCttBeFgy8DAJevWZlDo0VbmUoFE2ESiDf60op93DLfh3LtfogVFAMFoEpCuQK26byPivX+7GprOKZ4nA5HYFQCEz2u6AOvtBrVjneo4UCiUEigICTAgRuTpa9tEnnC8Gy/9Iye9u7XDdS1dHofufZL9ascCutTjw6XAKF7v+U+bzL9wFkrvsGFHpehkuK0SJQvEChv+Av9rmRK3Ar1Hbxo+RMBMIn4OVrVqYGgVv4rg1GPH2BQq8r+d5HZfaa6zUr+31WdlvTHzWPRCD4AoWu92LeZ+Vb4Xb4yBH5wg3XSl0sZv4AmRVuwb8mGGHpAoV+F8z3mlXo9a7Y92ilz4IWEEAAAW8ECNy8cbW21fQHH/vfPjBhjmeevmj8l0x9YV37rXvMz9uPn3fMdgqZN+3OfJyen/lY/Z57uFl7KTGxLIFcN7PXU9JbaKV/Kf3Njt3mkdnPjezHNzU2ypov3yQnn3SiOb/Q85KCIGCjwGTb0y37yFLzhx6FnhvZr0mZz8li2rbRlDkhoAJev2allQncuN5cEijmdWUq76MyX7OyX++yf090yZm5uieggdrmZ7dMmHjmcyDf+6zsn2kjmZ9hZP881+cf7okzYxcECv0umP37YubzppjXOz6/cOEqYo4I2CtA4GZvbZkZAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIICADwIEbj4g0wUCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggIC9AgRu9taWmSGAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCPggQODmAzJdIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAII2CtA4GZvbZkZAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIICADwIEbj4g0wUCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggIC9AgRu9taWmSGAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCPggQODmAzJdIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAII2CtA4GZvbZkZAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIICADwIEbj4g0wUCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggIC9AgRu9taWmSGAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCPggQODmAzJdIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAII2CtA4GZvbZkZAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIICADwIEbj4g0wUCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggIC9AgRu9taWmSGAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCPggQODmAzJdIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAII2CtA4GZvbZkZAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIICADwIEbj4g0wUCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggIC9AgRu9taWmSGAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCPggQODmAzJdIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAII2CtA4GZvbZkZAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIICADwIEbj4g0wUCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggIC9AgRu9taWmSGAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCPggQODmAzJdIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAII2CtA4GZvbZkZAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIICADwIEbj4g0wUCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggIC9AgRu9taWmSGAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCPggQODmAzJdIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAII2CtA4GZvbZkZAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIICADwIEbj4g0wUCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggIC9AgRu9taWmSGAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCPggQODmAzJdIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAII2CtA4GZvbZkZAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIICADwIEbj4g0wUCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggIC9AgRu9taWmSGAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCPggQODmAzJdIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAII2CtA4GZvbZkZAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIICADwIEbj4g0wUCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggIC9AgRu9taWmSGAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCPggQODmAzJdIIAAAggggAACCCCAAAI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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "annotations={'2008-09-15':'Falência da Lehman' , \n", " '2011-08-03':'S&P Downgrades U.S. Debt',\n", " '2013-05-22':'Taper tantrum',\n", " '2010-04-27':'S&P cuts Greek debt to junk',\n", " '2015-06-30':'Grécia Falha' \\\n", " '
pagamento ao FMI',\n", " '2016-06-24':'Brexit',\n", " '2016-11-08': 'Trump', \n", " '2020-01-30': 'Coronavirus'}\n", "\n", "round(, 2).iplot(kind='scatter', title='Performance de um portfolio 50% accionista e 50% obrigacionista', yTitle='Valor por cada 100€ investidos',\n", " color='royalblue', bestfit=True)" ] }, { "cell_type": "code", "execution_count": 66, "metadata": {}, "outputs": [], "source": [ "fundo = fundos_norm[['4Fundos EW']].copy()\n", "fundo.reset_index(inplace=True)\n", "fundo.columns=['Date', 'Portfolio']\n", "fundo.set_index('Date', inplace=True)" ] }, { "cell_type": "code", "execution_count": 83, "metadata": {}, "outputs": [], "source": [ "fundo_no_index = fundo.reset_index()" ] }, { "cell_type": "code", "execution_count": 69, "metadata": {}, "outputs": [], "source": [ "fundo.to_csv('WallOfWorry2.csv')" ] }, { "cell_type": "code", "execution_count": 84, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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DatePortfolio
02007-04-20100.00
12007-04-21100.00
22007-04-22100.00
32007-04-23100.22
42007-04-2499.90
.........
51092021-04-15260.13
51102021-04-16260.61
51112021-04-17260.61
51122021-04-18260.61
51132021-04-19260.61
\n", "

5114 rows × 2 columns

\n", "
" ], "text/plain": [ " Date Portfolio\n", "0 2007-04-20 100.00\n", "1 2007-04-21 100.00\n", "2 2007-04-22 100.00\n", "3 2007-04-23 100.22\n", "4 2007-04-24 99.90\n", "... ... ...\n", "5109 2021-04-15 260.13\n", "5110 2021-04-16 260.61\n", "5111 2021-04-17 260.61\n", "5112 2021-04-18 260.61\n", "5113 2021-04-19 260.61\n", "\n", "[5114 rows x 2 columns]" ] }, "execution_count": 84, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fundo_no_index" ] }, { "cell_type": "code", "execution_count": 87, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "LinearRegression()" ] }, "execution_count": 87, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from sklearn import linear_model\n", "\n", "reg = linear_model.LinearRegression()\n", "reg.fit(fundo_no_index[['Portfolio']], fundo_no_index['Date'])\n", "\n", "# reg.coef_" ] }, { "cell_type": "code", "execution_count": 76, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 76, "metadata": {}, "output_type": "execute_result" } ], "source": [ "spector_data" ] }, { "cell_type": "code", "execution_count": 71, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Predicted values: [-0.05426921 0.07340692 0.27529932 -0.01762875 0.57778716 0.00701576\n", " -0.03936941 0.05363477 0.16983152 0.62464001 -0.06818476 0.28335827\n", " 0.39932119 0.27651741 0.41225249 -0.0276562 0.03995305 0.01409045\n", " 0.56914272 0.60868703 0.06696482 0.85354417 0.36800073 0.78153024\n", " 0.77445555 0.47660622 0.63141194 0.37090458 0.79399386 0.9773322\n", " 0.53887544 0.1885505 ]\n" ] } ], "source": [ "print('Predicted values: ', res.predict())" ] }, { "cell_type": "code", "execution_count": 100, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "const 1,007,854,171,425,378,816.00\n", "Portfolio 2,484,214,206,361,961.50\n", "dtype: object" ] }, "execution_count": 100, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# imports\n", "import pandas as pd\n", "import statsmodels.api as sm\n", "import numpy as np\n", "\n", "# data\n", "np.random.seed(123)\n", "\n", "# assign dependent and independent / explanatory variables\n", "variables = list(fundo_no_index.columns)\n", "y = 'Date'\n", "x = [var for var in variables if var not in y ]\n", "\n", "# Ordinary least squares regression\n", "model_Simple = sm.OLS(fundo_no_index[y], fundo_no_index[x]).fit()\n", "\n", "# Add a constant term like so:\n", "model = sm.OLS(fundo_no_index[y], sm.add_constant(fundo_no_index[x])).fit()\n", "\n", "model.params" ] }, { "cell_type": "code", "execution_count": 92, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Index(['Date', 'Portfolio'], dtype='object')" ] }, "execution_count": 92, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fundo_no_index.columns" ] }, { "cell_type": "code", "execution_count": 102, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "LinearRegression()" ] }, "execution_count": 102, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from sklearn import linear_model\n", "\n", "reg = linear_model.LinearRegression()\n", "reg.fit(fundo_no_index[['Portfolio']], fundo_no_index['Date'])" ] }, { "cell_type": "code", "execution_count": 103, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([2.48421421e+15])" ] }, "execution_count": 103, "metadata": {}, "output_type": "execute_result" } ], "source": [ "reg.coef_" ] }, { "cell_type": "code", "execution_count": 105, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1.0078541714253793e+18\n" ] } ], "source": [ "print(reg.intercept_)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.3" } }, "nbformat": 4, "nbformat_minor": 4 }