1907 рядки
2.3 MiB
1907 рядки
2.3 MiB
{
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"cells": [
|
||
{
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||
"cell_type": "code",
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||
"execution_count": 1,
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"metadata": {},
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||
"outputs": [],
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"source": [
|
||
"import pandas as pd\n",
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||
"import matplotlib.pyplot as plt\n",
|
||
"import sklearn\n",
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||
"import numpy as np"
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||
]
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||
},
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||
{
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||
"cell_type": "code",
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||
"execution_count": 2,
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||
"metadata": {},
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||
"outputs": [],
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||
"source": [
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||
"def calulate_density(travel):\n",
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||
" return 2710/(6293-travel)"
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]
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},
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{
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||
"cell_type": "code",
|
||
"execution_count": 3,
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||
"metadata": {},
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||
"outputs": [],
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"source": [
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"def filter_data(df):\n",
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" # filter data\n",
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" df['P.Zeit'] = pd.to_timedelta(df['P.Zeit'])\n",
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"\n",
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" df=df[df['Pyrometer'] >460].copy()\n",
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" df=df[df['AV Force'] > 55].copy()\n",
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||
"\n",
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" minPistonTravel = df['Abs. Piston Trav'].min()\n",
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||
" df['TravelRelative'] = ((df['Abs. Piston Trav'] - minPistonTravel)*1000).astype(int)\n",
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" df['TravelRelativeCorrected'] = np.maximum.accumulate(df['TravelRelative'])\n",
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" minTemperature = df['Pyrometer'].min()\n",
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" df['TravelRelativeCorrected'] = df['TravelRelativeCorrected'].rolling(window=10).mean()\n",
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" df.loc[pd.isnull(df['TravelRelativeCorrected']), 'TravelRelativeCorrected'] = 0\n",
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" df['TravelRelativeTempCorrected']=df['TravelRelativeCorrected']+(df['Pyrometer']-minTemperature)*1.241\n",
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" #df['TravelRelativeCorrected'] = df['TravelRelativeCorrected'].ewm(span=10, adjust=False).mean()\n",
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" df.loc[pd.isnull(df['TravelRelativeCorrected']), 'TravelRelativeCorrected'] = 0\n",
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"\n",
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" #df['TravelDelta'] = df['TravelDelta'].rolling(window=60).mean()\n",
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" #df.loc[pd.isnull(df['TravelDelta']), 'TravelDelta'] = 0\n",
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"\n",
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" #df.loc[(df['TravelDelta']<0), 'TravelDelta'] = 0\n",
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" #df['TravelDelta'] = df['TravelDelta'].astype(int)\n",
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" df['TravelDeltaOriginal'] = df['Abs. Piston Trav'] - df['Abs. Piston Trav'].shift(1)\n",
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" #df = df.drop(columns=['Abs. Piston Trav'])\n",
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" \n",
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" df['seconds'] = df['P.Zeit'].dt.total_seconds()\n",
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" df['seconds'] = df['seconds'].astype(int)\n",
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" minSeconds = df['seconds'].min()\n",
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" df['seconds'] = (df['seconds'] - minSeconds+1)\n",
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" df = df.drop(columns=['P.Zeit'])\n",
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" \n",
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" df['Heating'] = (df['Heating power']*10).astype(int)\n",
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" df = df.drop(columns=['Heating power'])\n",
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" \n",
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" #df = df.iloc[::10]\n",
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"\n",
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" df['TravelDelta'] = df['TravelRelativeTempCorrected'] - df['TravelRelativeTempCorrected'].shift(1)\n",
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" df['TravelDelta2'] = df['TravelRelativeCorrected'] - df['TravelRelativeCorrected'].shift(1)\n",
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||
" df.loc[pd.isnull(df['TravelDelta']), 'TravelDelta'] = 0\n",
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"\n",
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||
" df['TravelRelativeCorrectedShifted'] = df['TravelRelativeCorrected'].shift(-1)\n",
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||
" df['TravelRelativeCorrectedShifted'] = df['TravelRelativeCorrectedShifted'].fillna(0)\n",
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" df['TravelRelativeTempCorrectedShifted'] = df['TravelRelativeTempCorrected'].shift(-1)\n",
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" #df['TravelRelativeTempCorrectedShifted'] = df['TravelRelativeTempCorrectedShifted'].fillna(df['TravelRelativeTempCorrectedShifted'].iloc[-2])\n",
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||
" df['PyrometerShifted'] = df['Pyrometer'].shift(-1)\n",
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||
" df['Density'] = calulate_density(df['TravelRelativeTempCorrected'])\n",
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||
" #df['PyrometerShifted'] = df['PyrometerShifted'].fillna(df['PyrometerShifted'].iloc[-2])\n",
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"\n",
|
||
" df = df.drop(df.index[-1])\n",
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||
"\n",
|
||
" return df"
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||
]
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||
},
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||
{
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||
"cell_type": "code",
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||
"execution_count": 4,
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||
"metadata": {},
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||
"outputs": [],
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||
"source": [
|
||
"def filter_dataEmpty(df):\n",
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" # filter data\n",
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" df['seconds'] = df['No.']\n",
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" df = df.drop(columns=['No.'])\n",
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" df['Pyrometer'] = df['AV Pyro top']\n",
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" df = df.drop(columns=['AV Pyro top'])\n",
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"\n",
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" df=df[df['Pyrometer'] >460].copy()\n",
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" df=df[df['AV Force'] >15].copy()\n",
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"\n",
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" minPistonTravel = df['AV Abs. Piston T'].min()\n",
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" df['TravelRelative'] = ((df['AV Abs. Piston T'] - minPistonTravel)*1000).astype(int)\n",
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" # maxPistonTravel = df['TravelRelative'].max()\n",
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" # df['TravelRelative'] = -(df['TravelRelative']-maxPistonTravel)\n",
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" #df['TravelRelativeCorrected'] = np.maximum.accumulate(df['TravelRelative'])\n",
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" df['TravelRelativeCorrected'] = df['TravelRelative']\n",
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||
" df['TravelRelativeCorrected'] = df['TravelRelativeCorrected'].rolling(window=60).mean()\n",
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||
" #df['TravelRelativeCorrected'] = df['TravelRelativeCorrected'].ewm(span=10, adjust=False).mean()\n",
|
||
" df['TravelDelta'] = df['TravelRelativeCorrected'] - df['TravelRelativeCorrected'].shift(1)\n",
|
||
" df.loc[pd.isnull(df['TravelDelta']), 'TravelDelta'] = 0\n",
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||
"\n",
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||
" #df['TravelDelta'] = df['TravelDelta'].rolling(window=60).mean()\n",
|
||
" #df.loc[pd.isnull(df['TravelDelta']), 'TravelDelta'] = 0\n",
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||
"\n",
|
||
" #df.loc[(df['TravelDelta']<0), 'TravelDelta'] = 0\n",
|
||
" #df['TravelDelta'] = df['TravelDelta'].astype(int)\n",
|
||
" df = df.drop(columns=['AV Abs. Piston T'])\n",
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||
" \n",
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||
" \n",
|
||
" df['Heating'] = (df['AV Heating Power']*10).astype(int)\n",
|
||
" df = df.drop(columns=['AV Heating Power'])\n",
|
||
" \n",
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||
"\n",
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||
"\n",
|
||
"\n",
|
||
" return df"
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||
]
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||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 5,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
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||
"\n",
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||
"data1000 = pd.read_csv('data/160508-1021-1000,0min,56kN.csv',sep = ';', skiprows=[1],decimal=',',\n",
|
||
" usecols=['P.Zeit','MTC1','MTC2','Pyrometer','AV Abs. Press. 2','yPower','AV Force','AV Speed','I RMS','Pulse Time','Pause Time','U RMS','Heating power','Rel. Piston Trav','Abs. Piston Trav']) \n",
|
||
" # usecols=['P.Zeit','Pyrometer','AV Force','Heating power','Abs. Piston Trav']) \n",
|
||
" #usecols=['P.Zeit','Pyrometer','Heating power','Abs. Piston Trav']) \n",
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||
"data900 = pd.read_csv('data/160508-1022-900,0min,56kN.csv',sep = ';', skiprows=[1],decimal=',',\n",
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||
" usecols=['P.Zeit','MTC1','MTC2','Pyrometer','AV Abs. Press. 2','yPower','AV Force','AV Speed','I RMS','Pulse Time','Pause Time','U RMS','Heating power','Rel. Piston Trav','Abs. Piston Trav']) \n",
|
||
"data1350 = pd.read_csv('data/200508-1023-1350,0min,56kN.csv',sep = ';', skiprows=[1],decimal=',',\n",
|
||
" usecols=['P.Zeit','MTC1','MTC2','Pyrometer','AV Abs. Press. 2','yPower','AV Force','AV Speed','I RMS','Pulse Time','Pause Time','U RMS','Heating power','Rel. Piston Trav','Abs. Piston Trav']) \n",
|
||
"data1200 = pd.read_csv('data/200508-1024-1200,0min,56kN.csv',sep = ';', skiprows=[1],decimal=',',\n",
|
||
" usecols=['P.Zeit','MTC1','MTC2','Pyrometer','AV Abs. Press. 2','yPower','AV Force','AV Speed','I RMS','Pulse Time','Pause Time','U RMS','Heating power','Rel. Piston Trav','Abs. Piston Trav']) \n",
|
||
"dataN1200 = pd.read_csv('data/050608-1037-1200,0min,70kN.csv',sep = ';', skiprows=[1],decimal=',',\n",
|
||
" usecols=['P.Zeit','MTC1','MTC2','Pyrometer','AV Abs. Press. 2','yPower','AV Force','AV Speed','I RMS','Pulse Time','Pause Time','U RMS','Heating power','Rel. Piston Trav','Abs. Piston Trav']) \n",
|
||
"dataN1100 = pd.read_csv('data/290508-1033-1100,0min,70kN.csv',sep = ';', skiprows=[1],decimal=',',\n",
|
||
" usecols=['P.Zeit','MTC1','MTC2','Pyrometer','AV Abs. Press. 2','yPower','AV Force','AV Speed','I RMS','Pulse Time','Pause Time','U RMS','Heating power','Rel. Piston Trav','Abs. Piston Trav']) \n",
|
||
"dataEmpty1= pd.read_csv('data/fct20-082 graphite 4f 1800 (100) 16kN 5 min d20.csv',sep = ';', skiprows=[1],decimal=',',\n",
|
||
" usecols=['No.','AV Pyro top','AV Force','AV Abs. Piston T','AV Heating Power','U RMS','I RMS']) \n",
|
||
"dataEmpty2= pd.read_csv('data/fct20-083 graphite for fct20-075 1800 (100) 16kN 5 min d20.csv',sep = ';', skiprows=[1],decimal=',',\n",
|
||
" usecols=['No.','AV Pyro top','AV Force','AV Abs. Piston T','AV Heating Power','U RMS','I RMS']) \n",
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||
"\n",
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||
"data1000 = filter_data(data1000)\n",
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||
"data900 = filter_data(data900)\n",
|
||
"data1350 = filter_data(data1350)\n",
|
||
"data1200 = filter_data(data1200)\n",
|
||
"dataN1200 = filter_data(dataN1200)\n",
|
||
"dataN1100 = filter_data(dataN1100)\n",
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||
"\n",
|
||
"dataN1200['TravelRelativeTempCorrected'] = dataN1200['TravelRelativeTempCorrected']/2\n",
|
||
"dataN1200['TravelRelativeTempCorrectedShifted'] = dataN1200['TravelRelativeTempCorrectedShifted']/2\n",
|
||
"#dataN1200['TravelRelativeTempCorrected'] = dataN1200['TravelRelativeTempCorrected']/2\n",
|
||
"#dataN1200['TravelRelativeTempCorrectedShifted'] = dataN1200['TravelRelativeTempCorrectedShifted']/2\n",
|
||
"\n",
|
||
"dataEmpty1 = filter_dataEmpty(dataEmpty1)\n",
|
||
"dataEmpty2 = filter_dataEmpty(dataEmpty2)\n",
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||
"\n",
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||
"\n",
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||
"\n",
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||
"#dataEmpty1.describe()\n",
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||
"#dataN1200.dtypes\n",
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||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 6,
|
||
"metadata": {},
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"outputs": [
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{
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"data": {
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"text/html": [
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"<div>\n",
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"<style scoped>\n",
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" .dataframe tbody tr th:only-of-type {\n",
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" vertical-align: middle;\n",
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" }\n",
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"\n",
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" .dataframe tbody tr th {\n",
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" }\n",
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"</style>\n",
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"<table border=\"1\" class=\"dataframe\">\n",
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" <thead>\n",
|
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" <tr style=\"text-align: right;\">\n",
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||
" <th></th>\n",
|
||
" <th>MTC1</th>\n",
|
||
" <th>MTC2</th>\n",
|
||
" <th>Pyrometer</th>\n",
|
||
" <th>AV Abs. Press. 2</th>\n",
|
||
" <th>yPower</th>\n",
|
||
" <th>AV Force</th>\n",
|
||
" <th>AV Speed</th>\n",
|
||
" <th>I RMS</th>\n",
|
||
" <th>Pulse Time</th>\n",
|
||
" <th>Pause Time</th>\n",
|
||
" <th>...</th>\n",
|
||
" <th>TravelRelativeTempCorrected</th>\n",
|
||
" <th>TravelDeltaOriginal</th>\n",
|
||
" <th>seconds</th>\n",
|
||
" <th>Heating</th>\n",
|
||
" <th>TravelDelta</th>\n",
|
||
" <th>TravelDelta2</th>\n",
|
||
" <th>TravelRelativeCorrectedShifted</th>\n",
|
||
" <th>TravelRelativeTempCorrectedShifted</th>\n",
|
||
" <th>PyrometerShifted</th>\n",
|
||
" <th>Density</th>\n",
|
||
" </tr>\n",
|
||
" </thead>\n",
|
||
" <tbody>\n",
|
||
" <tr>\n",
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" <th>432</th>\n",
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" <td>104</td>\n",
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" <td>84</td>\n",
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" <td>853</td>\n",
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" <td>30</td>\n",
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" <td>56</td>\n",
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" <td>0.03</td>\n",
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" <td>1.47</td>\n",
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" <td>20.0</td>\n",
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" <td>5.0</td>\n",
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" <td>1</td>\n",
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" <td>68</td>\n",
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" <td>0.000</td>\n",
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" <td>0.0</td>\n",
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||
" <td>1.241</td>\n",
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||
" <td>463.0</td>\n",
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||
" <td>0.430637</td>\n",
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||
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||
" <td>853</td>\n",
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" <td>31</td>\n",
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||
" <td>57</td>\n",
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||
" <td>0.03</td>\n",
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" <td>1.47</td>\n",
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" <td>20.0</td>\n",
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" <td>5.0</td>\n",
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|
||
" <td>1.241</td>\n",
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||
" <td>0.01</td>\n",
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" <td>2</td>\n",
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" <td>68</td>\n",
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||
" <td>1.241</td>\n",
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||
" <td>0.0</td>\n",
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||
" <td>0.0</td>\n",
|
||
" <td>1.241</td>\n",
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||
" <td>463.0</td>\n",
|
||
" <td>0.430722</td>\n",
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||
" </tr>\n",
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" <tr>\n",
|
||
" <th>434</th>\n",
|
||
" <td>105</td>\n",
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||
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||
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||
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||
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" <td>1.50</td>\n",
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||
" <td>0.000</td>\n",
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||
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" <td>0.430722</td>\n",
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||
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||
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|
||
" <td>56</td>\n",
|
||
" <td>0.00</td>\n",
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||
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||
" <td>20.0</td>\n",
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||
" <td>5.0</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>3.723</td>\n",
|
||
" <td>0.00</td>\n",
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||
" <td>4</td>\n",
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||
" <td>70</td>\n",
|
||
" <td>2.482</td>\n",
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||
" <td>0.0</td>\n",
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||
" <td>0.0</td>\n",
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||
" <td>7.446</td>\n",
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||
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||
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||
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" <td>31</td>\n",
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||
" <td>56</td>\n",
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||
" <td>0.00</td>\n",
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||
" <td>1.48</td>\n",
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||
" <td>20.0</td>\n",
|
||
" <td>5.0</td>\n",
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||
" <td>...</td>\n",
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||
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|
||
" <td>0.00</td>\n",
|
||
" <td>5</td>\n",
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||
" <td>68</td>\n",
|
||
" <td>3.723</td>\n",
|
||
" <td>0.0</td>\n",
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||
" <td>0.0</td>\n",
|
||
" <td>7.446</td>\n",
|
||
" <td>468.0</td>\n",
|
||
" <td>0.431147</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>...</th>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
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|
||
" <tr>\n",
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||
" <th>1251</th>\n",
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||
" <td>344</td>\n",
|
||
" <td>255</td>\n",
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||
" <td>1342</td>\n",
|
||
" <td>1004</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>57</td>\n",
|
||
" <td>0.68</td>\n",
|
||
" <td>0.03</td>\n",
|
||
" <td>20.0</td>\n",
|
||
" <td>5.0</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>5323.680</td>\n",
|
||
" <td>0.01</td>\n",
|
||
" <td>820</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>14.723</td>\n",
|
||
" <td>11.0</td>\n",
|
||
" <td>4243.5</td>\n",
|
||
" <td>5335.580</td>\n",
|
||
" <td>1342.0</td>\n",
|
||
" <td>2.795774</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1252</th>\n",
|
||
" <td>342</td>\n",
|
||
" <td>254</td>\n",
|
||
" <td>1342</td>\n",
|
||
" <td>1001</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>57</td>\n",
|
||
" <td>0.66</td>\n",
|
||
" <td>0.03</td>\n",
|
||
" <td>20.0</td>\n",
|
||
" <td>5.0</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>5335.580</td>\n",
|
||
" <td>0.02</td>\n",
|
||
" <td>821</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>11.900</td>\n",
|
||
" <td>11.9</td>\n",
|
||
" <td>4254.5</td>\n",
|
||
" <td>5336.652</td>\n",
|
||
" <td>1334.0</td>\n",
|
||
" <td>2.830524</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1253</th>\n",
|
||
" <td>342</td>\n",
|
||
" <td>254</td>\n",
|
||
" <td>1334</td>\n",
|
||
" <td>1008</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>56</td>\n",
|
||
" <td>0.66</td>\n",
|
||
" <td>0.03</td>\n",
|
||
" <td>20.0</td>\n",
|
||
" <td>5.0</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>5336.652</td>\n",
|
||
" <td>0.00</td>\n",
|
||
" <td>822</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>1.072</td>\n",
|
||
" <td>11.0</td>\n",
|
||
" <td>4265.5</td>\n",
|
||
" <td>5346.411</td>\n",
|
||
" <td>1333.0</td>\n",
|
||
" <td>2.833697</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1254</th>\n",
|
||
" <td>341</td>\n",
|
||
" <td>253</td>\n",
|
||
" <td>1333</td>\n",
|
||
" <td>1001</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>56</td>\n",
|
||
" <td>0.66</td>\n",
|
||
" <td>0.04</td>\n",
|
||
" <td>20.0</td>\n",
|
||
" <td>5.0</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>5346.411</td>\n",
|
||
" <td>0.01</td>\n",
|
||
" <td>823</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>9.759</td>\n",
|
||
" <td>11.0</td>\n",
|
||
" <td>4275.6</td>\n",
|
||
" <td>5354.029</td>\n",
|
||
" <td>1331.0</td>\n",
|
||
" <td>2.862911</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1255</th>\n",
|
||
" <td>339</td>\n",
|
||
" <td>252</td>\n",
|
||
" <td>1331</td>\n",
|
||
" <td>1001</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>56</td>\n",
|
||
" <td>0.66</td>\n",
|
||
" <td>0.03</td>\n",
|
||
" <td>20.0</td>\n",
|
||
" <td>5.0</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>5354.029</td>\n",
|
||
" <td>0.01</td>\n",
|
||
" <td>824</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>7.618</td>\n",
|
||
" <td>10.1</td>\n",
|
||
" <td>4284.7</td>\n",
|
||
" <td>5363.129</td>\n",
|
||
" <td>1331.0</td>\n",
|
||
" <td>2.886138</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"<p>789 rows × 25 columns</p>\n",
|
||
"</div>"
|
||
],
|
||
"text/plain": [
|
||
" MTC1 MTC2 Pyrometer AV Abs. Press. 2 yPower AV Force AV Speed \\\n",
|
||
"432 104 84 462 853 30 56 0.03 \n",
|
||
"433 105 84 463 853 31 57 0.03 \n",
|
||
"434 105 84 463 908 31 56 0.03 \n",
|
||
"435 105 84 465 962 31 56 0.00 \n",
|
||
"436 106 85 468 962 31 56 0.00 \n",
|
||
"... ... ... ... ... ... ... ... \n",
|
||
"1251 344 255 1342 1004 0 57 0.68 \n",
|
||
"1252 342 254 1342 1001 0 57 0.66 \n",
|
||
"1253 342 254 1334 1008 0 56 0.66 \n",
|
||
"1254 341 253 1333 1001 0 56 0.66 \n",
|
||
"1255 339 252 1331 1001 0 56 0.66 \n",
|
||
"\n",
|
||
" I RMS Pulse Time Pause Time ... TravelRelativeTempCorrected \\\n",
|
||
"432 1.47 20.0 5.0 ... 0.000 \n",
|
||
"433 1.47 20.0 5.0 ... 1.241 \n",
|
||
"434 1.50 20.0 5.0 ... 1.241 \n",
|
||
"435 1.50 20.0 5.0 ... 3.723 \n",
|
||
"436 1.48 20.0 5.0 ... 7.446 \n",
|
||
"... ... ... ... ... ... \n",
|
||
"1251 0.03 20.0 5.0 ... 5323.680 \n",
|
||
"1252 0.03 20.0 5.0 ... 5335.580 \n",
|
||
"1253 0.03 20.0 5.0 ... 5336.652 \n",
|
||
"1254 0.04 20.0 5.0 ... 5346.411 \n",
|
||
"1255 0.03 20.0 5.0 ... 5354.029 \n",
|
||
"\n",
|
||
" TravelDeltaOriginal seconds Heating TravelDelta TravelDelta2 \\\n",
|
||
"432 NaN 1 68 0.000 NaN \n",
|
||
"433 0.01 2 68 1.241 0.0 \n",
|
||
"434 -0.01 3 70 0.000 0.0 \n",
|
||
"435 0.00 4 70 2.482 0.0 \n",
|
||
"436 0.00 5 68 3.723 0.0 \n",
|
||
"... ... ... ... ... ... \n",
|
||
"1251 0.01 820 0 14.723 11.0 \n",
|
||
"1252 0.02 821 0 11.900 11.9 \n",
|
||
"1253 0.00 822 0 1.072 11.0 \n",
|
||
"1254 0.01 823 0 9.759 11.0 \n",
|
||
"1255 0.01 824 0 7.618 10.1 \n",
|
||
"\n",
|
||
" TravelRelativeCorrectedShifted TravelRelativeTempCorrectedShifted \\\n",
|
||
"432 0.0 1.241 \n",
|
||
"433 0.0 1.241 \n",
|
||
"434 0.0 3.723 \n",
|
||
"435 0.0 7.446 \n",
|
||
"436 0.0 7.446 \n",
|
||
"... ... ... \n",
|
||
"1251 4243.5 5335.580 \n",
|
||
"1252 4254.5 5336.652 \n",
|
||
"1253 4265.5 5346.411 \n",
|
||
"1254 4275.6 5354.029 \n",
|
||
"1255 4284.7 5363.129 \n",
|
||
"\n",
|
||
" PyrometerShifted Density \n",
|
||
"432 463.0 0.430637 \n",
|
||
"433 463.0 0.430722 \n",
|
||
"434 465.0 0.430722 \n",
|
||
"435 468.0 0.430892 \n",
|
||
"436 468.0 0.431147 \n",
|
||
"... ... ... \n",
|
||
"1251 1342.0 2.795774 \n",
|
||
"1252 1334.0 2.830524 \n",
|
||
"1253 1333.0 2.833697 \n",
|
||
"1254 1331.0 2.862911 \n",
|
||
"1255 1331.0 2.886138 \n",
|
||
"\n",
|
||
"[789 rows x 25 columns]"
|
||
]
|
||
},
|
||
"execution_count": 6,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"\n",
|
||
"#dataEmpty1.describe()\n",
|
||
"selectedData=dataEmpty2[dataEmpty2['Pyrometer'] >1200].copy()\n",
|
||
"selectedData=selectedData[selectedData['Pyrometer'] <1210].copy()\n",
|
||
"dataN1100.head(10000)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 7,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<Figure size 1000x600 with 0 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"data": {
|
||
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",
|
||
"text/plain": [
|
||
"<Figure size 1000x600 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"plt.figure(figsize=(10, 6))\n",
|
||
"fig, ax1 = plt.subplots( figsize=(10, 6))\n",
|
||
"ax1.plot(dataEmpty1['Pyrometer'], dataEmpty1['TravelRelative'], color='orange') \n",
|
||
"ax1.plot(dataEmpty2['Pyrometer'], dataEmpty2['TravelRelative'], color='red') \n",
|
||
"\n",
|
||
"minTemperature = data1000['Pyrometer'].min()\n",
|
||
"data1000['TravelRelative2']=data1000['TravelRelative']+(data1000['Pyrometer']-minTemperature)*1.241\n",
|
||
"sc = ax1.plot(data1000['Pyrometer'], data1000['TravelRelative'], color='green') \n",
|
||
"sc = ax1.plot(data1000['Pyrometer'], data1000['TravelRelative2'], color='blue') \n",
|
||
"\n",
|
||
"\n",
|
||
"#minTemperature = data1200['Pyrometer'].min()\n",
|
||
"#data1200['TravelRelative2']=data1200['TravelRelative']+(data1200['Pyrometer']-minTemperature)*1.241\n",
|
||
"#sc = ax1.plot(data1200['Pyrometer'], data1200['TravelRelative'], color='green') \n",
|
||
"#sc = ax1.plot(data1200['Pyrometer'], data1200['TravelRelative2'], color='blue') \n",
|
||
"\n",
|
||
"#sc = plt.scatter(setToPlot['seconds'], setToPlot['Pyrometer'],color='red') \n",
|
||
"#sc = plt.scatter(setToPlot['seconds'], setToPlot['Heating'], color='green') \n",
|
||
"# Add color bar to show the color scale\n",
|
||
"ax1.set_ylabel('Хід поршня, μм')\n",
|
||
"#ax1.set_ylim(400, 1000)\n",
|
||
"#ax1.set_xlim(300, 1400)\n",
|
||
"ax1.set_title('Спікання без порошку, визначення коєфіцієнта термічного розширення')\n",
|
||
"ax1.set_xlabel('Температура, °C')\n",
|
||
"ax1.grid(True)\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 8,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<Figure size 4000x600 with 0 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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|
||
"text/plain": [
|
||
"<Figure size 2000x600 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"plt.figure(figsize=(40, 6))\n",
|
||
"fig, ax1 = plt.subplots( figsize=(20, 6))\n",
|
||
"#sc = ax1.plot(data900['seconds'], data900['Pyrometer'], color='red') \n",
|
||
"#sc = ax1.plot(data1000['seconds'], data1000['Pyrometer'], color='red') \n",
|
||
"#sc = ax1.plot(data1000['seconds'], data1000['Density'], color='green')\n",
|
||
"#sc = ax1.plot(data1200['seconds'], data1200['Density'], color='red')\n",
|
||
"#sc = ax1.plot(data1000['Density'], data1000['TravelDelta'], color='green')\n",
|
||
"#sc = ax1.plot(data900['Density'], data900['TravelDelta'], color='black')\n",
|
||
"sc = ax1.plot(data1200['Density'], data1200['TravelDelta'], color='red')\n",
|
||
"#sc = ax1.plot(data1000['seconds'], data1000['TravelRelativeTempCorrected'], color='blue') \n",
|
||
"#sc = ax1.plot(data1200['seconds'], data1200['Pyrometer'], color='green') \n",
|
||
"#sc = ax1.plot(data1350['seconds'], data1350['Pyrometer'], color='black') \n",
|
||
"#sc = ax1.plot(dataN1200['seconds'], dataN1200['Pyrometer'], color='purple') \n",
|
||
"#sc = ax1.plot(dataN1100['seconds'], dataN1100['Pyrometer'], color='orange') \n",
|
||
"#sc = plt.scatter(setToPlot['seconds'], setToPlot['Pyrometer'],color='red') \n",
|
||
"#sc = plt.scatter(setToPlot['seconds'], setToPlot['Heating'], color='green') \n",
|
||
"# Add color bar to show the color scale\n",
|
||
"ax1.set_ylabel('Швидкість ущільнення')\n",
|
||
"#ax1.set_ylim(400, 1000)\n",
|
||
"#ax1.set_xlim(300, 1400)\n",
|
||
"#ax1.set_title('title')\n",
|
||
"ax1.set_xlabel('Відносна щільність')\n",
|
||
"ax1.grid(True)\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 9,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<Figure size 4000x600 with 0 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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22FvXeuiPzz8PPPwwgMEe6PHvPZ7tB565Z9jvtm0bDCQt19GzDz6LXS+WryGc9tg7nhntGZ97Dnj88XrpKMzumB3Voy0GNi9TJJuEyJNPAmsq9tgC2zdux4ZHB318887NeHj9w7XSUZnbPZetIWb7s7hr7V2Yi+eAeG64l/Rgz1J46CFgc4Gp6rHHgMsvH/zv21/chKeWWOwZDXhh1f1Yec1/HtnUNt8/ftHsNuD5e0v7o+2ay4gSm5ctko0Q29cALz1V+tvn1y3Dqtv/elA/j30DuPtfy282t72yvoxI1/QzM0j6fWy45YeY2y6PNUmSYN3960Y26M0PDuwmZSxdCqyvsHlK7Fg3mCMwSGKpDxPh3I6BfSpJsGtuF+5ee/dgjdqADUfkJz8BNm6s9dOljy7Fg/fVtFspGO2BhDMOXyRxjKXLvoWt2wZnE55MEjI7n83alxEzLxbaCLdvB+710R1Vm4RCkiS455l7sGO2wo5si2CTWLkSWLFi+I8dawf2aUNMbBIuzMVzuGvtXZjtzyrrCUObRDbem68zn161GBs2mc/3W9duxeYnzc+ENGZeBNZ+fzRXbrqr9TWqyv33j9YKV1wx2gKpPL7pcTy3LdzzD01mI5wwu3OTpHWUt9knceJmg+4AO1/YieeWTG77JToPPPsAXtw1XJe/8NDARtd1lDWqLyQbdBnPPfQcdr5gsccOwK4tu+ZVf1y2aRmefancRqj6lTyz9Rk88XzNc9mt/s8ZbRnbMxrgy69k2/pt2Li03r7KF508x96+RvdzsvArsWVu1xyWL16e2WBX3LjCrw2nhIfXP4zNO8fX4huXevJbEjDx85rZPoNlP1yW1cuqH69qtZ/6ZM2La7ycM/pC2zN2hC0rt2DLyi2l12xbvw0bH/M7fs3tmsPau9ciieW2ZuJ3SQipx3TbGVi+fDmOOOIILFy4EGeeeSb+9E//tFCQsX79elx55ZX4xje+UZrenXfeiU9+8pPad5deemmpYGP37t3YrTgTbd06MMrNzs5itsRRl+zZpG0j30ae//qlOO7Ih/F//8tvY9Mzh4797ldv+FUc845jsn/3Hvo0pp7435g761+QHPW+7Ps7/uIO3PxHN+Pd//fdeMtvvCX7PlrxD5i+76Pon/RZPPLwz+L7v/59nP1fzsYFn78gu2bF9Svw7UXf1u570i+dhJ/95s/WL/DcDkwvPg3Y62DsvnQ5vvLWr6A33cPvrvoY9rrmTES7BpvjfQEcvWsB/sdv/z5mdy/Ukoh6ET6+4uN42ateVjsba7/8QRx3+OVY9a//A0e8/3ez73uP/yWmHvlD9N/yf3D31W/GdZ+8Dhf9xUU48/fOLEzniR8+ge/+/Hdx+sdOxyX/65La+cGuDZi+6jREycjYmLzsddh5/hJ8+c1fxsKDFuLjT3989N+SBH935t9hbsccPrH2E5jeu3oY/s7Pfwerbl6F33r8t3Dw8QcXXjN1z2+jt+ofMXf+dUgOPb8yzTv/8k7c9Ic3ad9d9IWLcOYni+tr+Y+W49/e9284/XdOxyX/e1Rf0fN3YfrG8xAf/Yvov/0fs+83L9+ML5/2ZRx70bH45at+Oft++4bt+NKpX8IhJx2CD9/74cp8ljF948XA1mWY+5nVwMJXOKVVxJovfxTHH/KPWPFPn8VRv/Lpwmse+sZDuPI3rtS+O+v3z8KFf3ph9u+VN63EP1/6zzj1Q6fip77yU5X33bp2K/72lL/FkWceiQ/e+sHii/o7MX3Vm4HpAzD3MyvFtKavOw/YtQ5zP7MGWHBA5b0v+5XL8OTiJ/GR+z+CQ08eH78A4Jrfvwb3/+3AgeLiD1yLN/z0HVj5nS/gyH/3ycLrTYjWXYnp2/8f9F/723h6y+/hny/9Z5zywVPw03/306OLHnkEC976VsQ/9VPoX3FFdaKzWzG9+FRg36Ow84KH8OU3fxl77b8XfnflaNxIkgR///a/x7Z1o4349D7T+MSaT2DhAQuLUtWYuv1X0Xv2Ssxecj9w4MlWZe49+nlMPfYnmDv975AcJzxnBzY8sgF//9a/x2sXvRa/8L1fKL5o9yZMLz4FOOAN2H7WnfjSqV/C/kfuj99a+ltG95g+/3xg7VrMrV0LHFDdvlR+8JEf4LF/fQwf/PEH8bmvfg5f//rXcfXVV+Od73xn5W/v+l934cY/uBGX/NUlOP23T8++f/ibD+NHH/kRzv2jc3He/3ueVX7a5Nvv/TbW3rUWH3vyYzjg6OJ6/MFv/ACPfecx/Pqtv46j3n6Ul/s+8o+P4Icf/iHO/cNzcd4fW9bXo49iwZvfjHjRIvS/973aeYjnYnzljK8AMfC7a34XUwumsv/29fO/jhdXv4hPrP0E9j5w7+x7af3lwm1/ehtu/dytWPTlRTjt35+Wff/AVx7A1R+7Ghf+9wvx5LufxId/+GF8+pxP43ObTsb0Bz6A/ic/ifgLX6hMf+OjG/F3b/47vOY9r8Evfv8XqzM0tw3TV50G7H045hZZOIhU8G+/+G9Ycd0KfPQnH8UrTiieN6/63auw5GtL8IHFH8BxFx9X+17Rt76F6f/wH9D/9KcRf/aztdPZsmILvnTql3DMecfgV6//1cJrts1sw2lfPg2H7nsonvidkTE57sf4uzP+DvFcjE+s/YTWviS+/XPfxto71uJ3lv8ODjzmwMJrfvjRH+LRbz+KX7v513D02UcXXtP74z/G1Be+gLlvfAO3rTwGt/zxLVj0pUU47T+cVpmHx694HJf/4uV42++9DRf/xcXZ96t/vBrfuuhbeNOvvAnv/Yf3VqbjyjlfPQfP73weaz+xFvvttV/tdD76w4/i249+Gzf92k045+hzCq/545v/GF+44wv4+nu/jl9+0y8XXvP3f//3+O3f/m38yZ/8Cf7rf/2vlfe97bYI73znNH7lV2L8wz/UNybObJ/Bl9/8Zez7yn3xO8t/p3Y6eaZu+wB6z12D2UsfBg54w+j7uz+K3up/xtyFN2HxZ17Ekq8uwS/96Jdw/CXySyt8EG26HdM3XYj4mF9G/8yvZ98v3bQUb/7Km3HJ8ZfgR7/0I2/3+9o5X8OOjTvwibWfwF4v2yv7fuqm9yDasgRzP70C2Ptwb/dL+Ys7/gKfufkz+Jv3/A0+8uaPeE9fY9UqTJ96KpKzz0b/qn8ZrLkOPAWbzrgGp556Ko499lgtwmzT9D75SUx95SuY++EPkVx6aSt5WLYMOO20BXjXu2JceaXQT2e2DNb0+70aO897EF867UvY5+X74GNPfczp3lPvex96t96K2WXL8N3fuwdPXaU7S//7O/89jvq/f4jet76FueuvR3JeO2vL9UvW46tv+ypO+JkT8P7L3l94TbbHftMh+PA99nvs6eveAex6DnM/sxbTF18MPPEE5lavBl4xWivYrr+u/k9X44EvP4Bf+P4v4LXvea1VfqIVX8f0fb+J/kl/jEce+Tl8/9e+j7P+81m48L9fWP1jheefeB5fPu3LOO7i4/CBxR+o/sGOHZh+85uBAw/EXOaJas4///Q/49n7nsXHnv4Yfv6mn8fNq27G0t9aitcc/BrrtFJu/ZNbcdt/vw0//fc/jWtfdy0+fdOn8cVLv4jfOrCPqQd/D/1TvoD49fX34SrLlw/640UXxbjqqlF/3LABOPXUaczNRViIXfh9fBn3LTgAf779P3q5LwCsWPx2vOXAOeDHo+9mL3kAOPBN2b+n7v0d9FZ+E3PnX4vk0AsK07n1T27FbZ8f1Ncpv36Kl7xFz9+N6RvfgfjoX0D/7d+qnc7szll8+S3jNgkkCaavOROY24a5964FpvYp/P26b5+Ok1+1DVilpLnwAOCkiwqvH9TXN0rry4Tom9/E9Ec+gv5nPoM1b3gZjsV/xYr7/x2O+vg/FV7/zD3P4BvnfgNv/HdvxP/zN6/FgmvfivhVP4X+uYINZ9MmTJ9yCvDGN2Lu/gKhTgXT158P7FiLufeuxbve9XIsXQqsWjUH5X1g1vQe+H1MPfW3mDvnCvzR47fhf971P/Gtn/sWfglPYOrR/xbMhiPyzDOD9cTpp6N/223WP//aOV/Dgl0L8OpnXo39D9i/djZSG06ZTaL38Gcwtex/YO7t30JytGCHcmDpsm/glId/A3c8cBT2ecPTeMtbFmDRohjf+14Yx4Hp684HdqzB3HvXAAuK94YqU3f8GnrrfojZd90LHHRq9v3HPz6Ff/iHHq6+eg7vfGd9p5t/fOQf8eEffhh/eO4f4o/P++Ps+6uevAo/+68/i4++5aP44ru/WDt9jdmXCm0S/T5wxhnTiGNgzZo57HPNWcDsFsz9zFpget/KZP/tF/4NK64vt0m48JUHvoKPXf0xfP6Cz+O/HvEqTN/7YfTf+GnEb/ps5W+jzfdj+oazEB/1PvTP+pfK61948SkcddtPYVW8EAf/kpmo76tnfxW7XtiFT6z9BBbsu6DyenX9NXXPr6O37gfaf5+78GYkrzzb6N4heewx4PTT9fKcd16M668f9c3NOzfj1C+ditcc/Bo89JsPNZ1FLzz49w/iqt++Chf8yQU4+7+2X+9d5J7//z24/vevx8X/82K87eNvy77/yT//BD/40A9w9h+cjQv+2wXtZdCB737gu3j6mqfxmw//Jl75hle2nR3iwIPPPYgzv3YmfvaEn8W/XfInWHDNaYgPexf6511Z/eMW6d3/SUw9/RXMveOHSA73Y8N54gdP4Lvv/y7O+PgZeNf/fFfl9c8vG+6x33UcPnClwR47EN/95e/iqauewm8s+Q0ccqLDwr8DvLjrRZz6pVNxzIHH4NH/WPwCmyTW/UrO+4fz8Oy2Z7H2E2ux/0K79f33/sP38Phlj+NDd3wIR5x+hI8iWLP2rrX45nnfxIm/eCJ+7h9/rvJ6n34l37z4m3h+2fP43dW/i31fUbx2DXH+qJL6lbzj/30H3vFH7whyDyuGNolo10g0lEztM1jfL6i/f5S48Q9vxF3/6y7tO582HIknNz+JU790Kt557Dtx9S9fnX2/feN2fOmUL+GVb3wlPnJ/mLOCf/13/4qVN67Ef3zsP+Llr3154TVX/s6VePgbuhD8313x7/C6n3pdkDw1RZIkePvfvx0vzbyEtZ9Yi30WFNu8muRL938Jv3vN7+JPL/xT/P5Zv992dkr9JFT+8ZJ/xKbHNuHjqz6O/Q6pf16rctNnbsKd/+NO/Ow//ixO+sWTCq+5/8v345qPX4ML//RCnPX7Z3m5LyHzGZv1Q6uCjTPPPBPf/OY3ccIJJ2D9+vX4/Oc/j7PPPhuPPvooXvEK3WD3jW98A/vvvz/e9773CakNeO6553DYYYdp3x122GF47jlZaf1nf/Zn+NznPjf2/bXXXot99602NJI9m+uuu07799lTA4XsK9+wCzsPGE2WO1ftRLwjxo9/9GMc/NLI6f70XffgSABL778OTz88ckhce/vgbVEP3vwgnjty1H5fP3Mj3gBg9bI7cc/1rwIALL1nKXYsHr1F6fnrB6+wmdpvCtMHTWP3M7ux8pGVWLx4ce1y7h1vxqX97cDO7Vj8vcXY9cLgDY9X/eBH+Ln+IH+beyfg4LknsNfes3j5myJs2zEq/47lO5DMJbj6u1dj39fU71dv3PY0AGDdsnuwRCnPybtvx/EAnnzkFjx0yyB40MO3PYznTyh4nQ+AjdcMFKjL71uOucX13+xyQLwSFyZziDGFrb1jcVD8FPrbVmPx5Ysxs20GM9tmtHpP+gm2P7cdALD4e4sxfUD1MPzsssEm6brLrsPLTioWu5y9cwkOAfDQXVdi7fT2yjTT9rXgFQNj+uzzs4P6en1xfW26evCW8+X36/V1xNxtOAPA5mcewe1KOV965KUs72r5d67ciXguxqYVm5zaIwC8Z/sK7IVZ3Hrdd7GtV+ww6cJrX1gOHAJsXPEAHhby+tyNg7Y/fdA0env1MLNhBo/f+zh2Lh69YWTzjQO1/tNLnjYq8/YntgMJsOHJDeL1C+MX8O65bcDcNiy+8kogigqv++ntqzCFOdx0zWXY2Tus8BqVtY8N2sWN37sRB6wpdhx/+v5BH9zr8L1w0GGD5/zcE/fhIYfneezs1TgVwIYV9+O2OwYH0CuWrNDKf+h99+EsAFuXLsUtBvfaN16Pd8W7Bv3xisWYeWkGMy/N4Morr0Q0rK8kTjKxxr6v2xc7ntyBuZ1zWHzZYiw8rFqwcf7Ox3AQgPtu+R42TNu9ifW03Xfi1QCWP3Qjnljq36i49b6B+PSZpc+I7Wj/eDXemcxh5sWVWPzdxZjbNYctq7cY982fXr0aUzMzuPmyy7DjsOr2pbLqkYGnyS0/vAUPPjh4A+HixYuxyyBiwdrbhm9TvHUJNhw7ikyR9sfH7noM2xaHexuGb9YvXw8kwDWXXYP9TijeZK96eFBft/7wVhy0+SAv93Wpr0MfeABnAXjpscdws0Pf7+/qY+emwXi5+PuLMbXvyBDxwqoXkMwkuOqyq7Dw8PH+mF9/ubDmjkH/feCmB7DusHXZ98/ePJh/H7n9Edz5ijsBAHcvvRtLlzyHkwE8e++9uN+g/FsfrO6PKvvEG3FJfyfi7Wuc50qVdUsHZbv+8uux/ynFxtanHhw4rN521W1YOlP/FbWvu+EGnAhg7d13a+s1W7Y9Nmibzz3xnFgXG2c2YsfsDqx5Ua+veHeMHRsH6+PF31uMqf2qBRvrnxj0x2svuxb7vb64P658eCUA4NYf3YqDtxQLad9y9904GsCyG27AT9afAQC4/6b7se7wdYXXa+W5drBGfeLeJzCzeBRNYvMtm7P7+2wXEmu2rkGCBFdcdQVevqDYkGzCwysHhuYf3fojvHhwwVulAdy96m4AwI333oiDVh9UeM1NNw2ExnfccYdR+W+55UgAp+Phh5/H4sV32Gd8yMymGcxun8WLO1/0Wu8X7liKAwDce8sV2Dg1cug6Z+dDeCWAJXf8CE89MDg4u/2q2/H4nPsb78s4cu5WnA7g+bUP447nR+Vc8tISAMDj6x73Wv4X17wIxMDiyxdjr1eOBBuX7ngKeyd93Hbdd7F1yr9I5fY1twMAbn7gZhzxbNiDyYMffxznJQl2LF+Oe677Li5M+ti95Sl897vfxe7du7Fq1apG+rLEmQ88gMMB/GTxYqxyjZZXk4ceeiWAc/D449uwePFNhdfsFz+Li+PdmHtpsMee3T6L2R2zznV38bJl2A/AXZddhmceG9gP9j5mb8xsnEG8M8ZN378Jix56aLDHvvJKrPURrqcGL94zGDfXPCavCdI99vMrnq9VLz+zfTV66OOmay7HhStWYMHsLG697DJsO2rcIdd0/ZXuGe+4+g48kdi9mS+1ea1Zdifuvf5IAMDj9+h7bBNeeniwV133+Dqjelm4eTPevW0bsK18jy2x8cmNSOIE13z3GiybGTi3XnbdZXjTy95U8UuZ1XetBgDcd9N9uG3XYJ98y5JbcOkr+ngdgJWP3YafPPX62umrPPLIoD8uW7YdixffmH2/cuX+mJt7J6amYrzhyPVYsHoOmN3qdfw6ZeHAxrRp98E4aOFOTGPXcI+9Orsms3ndeSXWLih+i/zqO0f1tfaVa73k7Yi523EGgBeeeQS3OZR5dstsoU0CSR8/O3SMuP7qKzATHVT4+zP2GZR5w+wROATrEC0Alt7wXaxYVfxW0rN2LsGhKK8vE0644Qa8EcCau+7Cc70DcewJwO6XZNvWlju2AABW/2Q17rvlkYENZ71sw9l/9Wq8c24OMytX4qoa9Tuwec3i5mu+ixUr/j3m5vbCZZf9GMccUz8iytt23YdXAXj03mtwzzMDp6nr77ke5xz4DI5FOBuOxEHLl+P8OMaup57CtZZ1FMcxXvbiwI78vSu+h1ccUt9BPrXhlNkk3rLrHhwN4PEHrsdTj9R/WZPE1hd/hFOmgb13P48rrrgPwFl47LGXsHjxzd7vBQA/tX0VpjGDm6+5DDt61ULi83c+ioMA3H/r97F+ehSZ4sEHzwJwKBYvfhi7dtWL4gQANz43GJvveuwuLN42agvXbLoGAPDAkw94G5v3iTcU2iR2757Cpk2Dl+t8/3vX4AMYjLU3XH0FdveK98Yq6x4f2iSuuB77n+zfAezmZ28GANzxkzuwfMNBeCOAtcvvxpLV1fXyqrm78DYAW9Y9ih8b1OO2nffhVyLgEOw2rvetawa2ocWXL8aCl1cLNlKuu+66rH1tjY7GPsnzWIAdePCOH2Hd9BbjdELx4IOHADgbCxfO4fDDt2PVqgPxxBM7sHjxDdk1a3etxUx/Bqs2t7sHcuHZm0Y2wi2Lt7SbmY7yzK2Dse+hHz+ETa8ZRU1ef8PgzHzp3fo59iSR2lRvuOIG7H+q//GLNMc9L94DAHhs7WO495YrcDaAbRsex00dH5vO3DWw4Txy99VYvcCPDSf1k3jivicwu7jaueylh4bn/o8/2+pY/sxjg7HmhituwAEr7V4k1zWe3f0sdvd3Y/WW1WKdJnO6X8nqF1djLpnD5VddjkP2stuXrP7JYM988w9uxkEbDnLKe11euG0Q0WbVI2ZrAp9+JZtXbEY8G+Pq716NvY/eu/Ran+ePKtm57J2P4aXFfqOX1kKxSbzQex0Oip9E1N859CspfrGnCyvvXQkA2OuwvRDvjjG3ZQ733ejPhiPxyEuDlyYte3aZ7re0amhTXVnPpmrCs48PbT6XX4+Xval4n/z0koEddeERCzH30hz6L/Vx5zV3Ynm0PEiemiJOYqzbNlhDXbH4Chy04KB2MwTglnW3AABuf+R2nPjCiS3nJucn8YPFmNqn+Bz7+RXPI54bjF/7vNqP8GXVPQM7z7033ItV+68qvGbdzYPn98jtj+CFEycgIhkhLbNjh/l+t1XBxnve857s88knn4yzzjoLr3nNa/CNb3wD/+k//Sft2q997Wv4lV/5Fey9d/niCcDo0GNIkiRj36l86lOf0u63detWHH300bjkkktwgOUbo8mew+zsLK677jq8613vwoIFIwPrS38zaGvnfvJsHHrJr2fff/unvo0V163AqaecijctUt4Sd+c3gbXAiW98A95wwqLs+6sWX4VN2ITXHP8aXLDoguz73k/uAZYCrz76KLz+hNfjWTyLI151BBYtGv12yXNLsAZrcPwFx+PkXz8Zl//i5Tj4oIO1a6zZsRYYvmDi4osuwiMYLGzfdfFFwOBcAPu/9w7MfedVWLBwFh/49i9i32PfmP38/7z2/2Dr6q045+xz8Kq3vqp2Np5b9mcAgMMOOwSnK+XpPXAV8BTw2tcchxXHHYcN2IBjX30s3rWo+K0Q9664F8/gGRx26GFu9bJlCXAdEO19KPa76BrgytdiqhfhnRe+E49icLD3nve8JxuD+jN9PITBW4QueudF2O/QagXsyn1WYgYzOPPMM/Hq815deM3Uzf8b2AicesrJOOXY6vJcfdXV2IRNOPO3zkQ8F+OOP78Dr371q3HJouJoI/etvA9rsRaHHaLXV7T6JeBu4OUHH4RF7xx9v2LvFXgKT2G/ffbTrl//0HoswzLsNb2XW70DmL5iCpgDznvHucCBxapfF9Y98dcAgFe+4hV4s5DXW++7Fc/hOZzyS6fg5a97Oa7//12PVx3+Kq1sD218CKuxGq94xSuMyvzMK57BcizH3gv3lq/fuQ4YvuR40aJ3A1Hx4r33XQAJcOEF5wMvq3Z6e+aPnsEu7MLpbz0dr11U/CbUf/3Kv2IrtuJd/+1dOODFQSYOPfSVeKvD8+w9uQp4cNCvTz755ML6ioahHw982cvM2s62p4CrgF4PuOjCi0b98d3vQW9q4JQVz8VZf/zobR/F/33N/8XMthlccP4FYjQblelrPwO8CJxxxluRvMqu/FP3XgGsBE543Wvx2pPc+kIRy5PleBpPY/+X7S/X14uPANcCCxZM4YLzL8BSLEWEyLhv9oZ/LzjvPOA1dm+O/caffwPbsR2nnXoaXnHfwGng5JNPNrr3Nddeg03YhOOPPR7vXDSKyPHjB36M5/AcjjryKOfxpUmeWvgUZjGLs886G0eeeWThNd/8wjez+jpxkR8Dwm0P3la7vtI57QDT/iiw+6XdynriXdj7oNE6/5HoEfTRx/nnna+9dURaf7lw5fevxPN4Hq99zWtx3qLRG7Rvuv0mrMd6HHPMMdh4wkbgOeCII4/AiTsHjnFHHHYYDjMo/1O9pwb9cb+S/qiyfSWwGIiixGtbXr3vauzGbrztjLfhuIuKo2d8+/98Gy/hJZz8ppNx2qLTat+rt2QJAODoI47AEQ5lWL3/ajyJJ7HvPvuKdbFyy0rgMSDJ1dfM9hk8jIFY4OKLL8Y+B1cbsZ7e+2nMYhZnvf0sHHVW8Ztjv/mXw/54ymk4aVHx+mPqO98BALzhhBPw5IKjs/Z1/qLqKGj3LL8Hz+AZHH7Y4Vp5Htn8CFZjNV5+8MuDj3FJkiBZMph3L7jwAhx1QP3IPn/5zb8EtgOnnHYKFgnz3Xe+/x3gBeB1r38dFp1dfM2ddw5EU0cffbRR+V94YTBOHXyw2fpL4sXVL+IxPAYk8Frv01f/AfAS8LYzTkdy+Gi/MnXT/wA2AaeddgoefXmCl/AS3vSmN+HNi97s7d5FRKu2APcAr3j5wVh04aic009PA08B++4n98E6LImXAAAuvOBCLZrN9A8WALuBc889BzjYf5mvvOpK4Hng+Nccj0UXhO1H0YGDcu27994499yzgeuBvRZM4R3vGLw9rdfrtbpemfrSlwAAJ594Ik5qKR977TXop/vuWzI/vvQEcDUwNRXhwgsuHKzpE32PXYfpfQZzwllnnomHv7UUu7AL7/v79+HWz92KtbevxVve/Ba84o7BfuDUk0/GKS3V0RNzT2AFVuCA/Q8Q62j9ksEee8H0glptKvq3wXh/4YXnY3pqsK8879xzgRNHa07b9dd3vvwdbMVWvOmkN+Eti95Seb1K79F7gceAY4Y2r3VYN2bzMmHFwqFNYt/9zH77zMi5dtF73jPYSFqwfK/lgzX92Wdjn3v2AWaAM952Bi481i4yiMoPL/shNmMzTnjtCTjmmGOATcBxxx+H41/eB54Ajj321TjmzX7a5t57D/rTPvvo6/uHhi/BPuSQCF//h73x/YuACH7XqOuGwVpXvOxX8NaX3Qm8cP9wjz06N5i6+a8GNq9TZZvXjy7/UVZf5y4610veojXbgLuAg3M2L1u2Pbut0CaBeBa4bPDx4oveKUaXev7vB3/XvfpPcciS3wAOncVJb3g93nhJcZ6mbvlrYEN5fZnQG0a9OObIIxEfMhg3991nofj8H9v+GFZiJQ468CCccfprgduBA/d/GRYJ+cQw0tSCqalabSq1eV1w/jswNTUYm8455x042S4AqsbUj78MPAe86aQTcXj8PLAFeP0bXo9jphDUhiMR3TNwKtx7L3s76uzsbLYfOvucs/Ga19aP+KPacCSbxNRd/wysAd74htfj9a/3X0d333UjsGbQXt761oEo/mUvk+dHV6Yui4AYuOCC84CXVUeLmr7uj4EtwOmnvwXJEaM8ffGLg7n15JNPwaJF9Rvng7c9CDwHHHnUkVqZ19y/BlgLHHLoIf7qYvuKQpuEql+9+OJ3AdcPPl900YXAPtVi6NX7KDaJd9aP6Clx+023A+uBo485GiccfSjwGHD0kUfgiLdV10u0dhdwJ3DQQQdg0UUGdp6VfeBeoBeZ7ROTJMESLAEAvPPCd2L/I6sdvtX11z437w9sAfY992/RW/Y/gQ034c2nnYLTjmnf/jk1NVhDnHjiFL74xf1w7rnAPrkzocc2PgY8DvSm290DuXDznTdjPdbj6CPNbBJ7ItfdeB02YiOOO/Y4XLxoFDH29odvx7N4FkceceTE1t2aP1iDXdiFM04/A8e/K2wEVBKW2WWzwApg/wP2x9vOOB34MbD/y/bFond3u21O/fhLwHPAySefhDcd7yev9z5t5yexYi/LPXYg1n56bdYfX3Np/fVtF1i+eTmwFIh68rns3O45za8k+erAhnP+Befj2IOOtbrfhv++ATuwA2857S14w6I3VP8gAI++9ChWYZWx35JPv5KlU0vRRx/vOPcdOOSkYrFLiPNHldSv5KijOnKOrdgkXvYztwM/Og7ob8eFF54P7Od/vX7Ft67AFmzB+X9wPjY9tgkP/t2DeN1rX4d3LAobbWSflfsATwH77LePVu8bHt4wsKlO1bOpmrBq31WDPdDb3oZjLzi28Jp/+ut/wjZsw7v//N1Y9r1lePzyx3HSiSfhrYveGiRPTTEXz2E4fOGdF70Th7/Mf0R1W35844+BDcAxrz4Giy5tvw+O+UkcWOwP/fjU44Px65x34NBT/IipvvfP38MLeAGvP+H1OGtRcfSMm267CRuwAa8+5tW4dFE7UdoJmSS2bt1qfG2rgo08++23H04++WQsX64rBX/84x9j2bJl+M7Q8aWMww8/fCyaxoYNG8aibqgsXLgQCxeOv7l3wYIFQRZiZH4x1k6iwUZperqnfT81PPju9Xq564f/vRdhSvk+Gv6HKIr063vRMB2gF/Wya9Vr0u970z0s2GvBMFuRW3uenlI+9go/L1iwEDPDyN4L9prS8zQ87J7qTTnlIxrWbw8Q6zGrO8hllurOmuFzjaIeFixYOEwzzp43AExPTWeHsVE/0r43unc8vFVZ3aXtbqoHGKSZ1tH0gmnEUZx9V1VfQK7eh+XqRQl6anvvDcufoLAfJHHiYXwd5HvB9JRRmW2JMKjTKJLzmtbL1PQUphdMD39X3B9N+2Bad6V1NDtqXwump4CelK5lHQ3779g4paC2nV5P6I+2pOMalLaWazupw0yUGLadtG8m4/0xDSfYT0Zvotlr4V6Ihvkw7pvDCpvumfU7DWHs94XUB/WLRnU0PTVov1Z9Mx62r6kafTAZ5TNJ0r5m1kek+dHbuN4wSTwof+kYb9A3bUmdHGvVl21/FOhPjfpgvt+l9SL1R5/rdKlNqXWUOYVGwFSkjFkGeUjXQKX9UWV61De9tmWl31W2tcixrVnWkYTJnDg1rK84V1/xVJx9Nh3XTfpjlKRr8eo6mopG61LTOpX6pnU7ciBORnU3Ne22dk/StXtZfaXdq2QeUB2zTfKTVVfSw4IFdk63Kun8iASYnp52chDXkNbukbK2GEY9cO6PJghr+rTdJfCxdh+QzvtAUd9M1xY11lYmpG2t18BaIZ0r43iwFgcQJXPZujSOPY/xtgyfw1SSBFmLmjDqpyXPo2C9CgALphdka/daDNex071eNvct2GtB9nymelPoJQ5rfU+YjP3ue2xlz1ixvjddf2VzZZ3xK11DRG7rVaP9kPYDZY89NQVMW5rMFbtNnP6j5zZnq2tUda5MzXBTPXjrv1J/TKul14uwV2bz8DcnAKNgJlEUoTd8bqXzY4WtwnRfacSwYnpI3Na0gk0C/dGaq2xf3cvmrylEaVuLyp6/p/FLWdOn9tgyG5na71J7cdn12Rhfe05Mx6wIcRwNk1zgOGQP1l9TPb3f9bJ+F8aGI6KuJyzv21ciaDmvJ01sEoHtXFk/QIJeb2jDcj3vKMXW5lW8vk+XvlE07dgdRzYJzW4xrBif63V1/VU0JwBKf4e93dn1fEhCt9sM96GRoU1iym68T0UKpjbxWBnvp6bsyr9gwYLsnGJ6ei8gnStbXKOqZOPjVIS99hr0zTjOrScEu80kkbWvOLxNZlKRzmUn1WavEXj8Is2RntUnSEbrVc/7myBk+6HI29hv2zebtE2XMo/6Y2YjLJsf50Yfp6emM7t9LZt9gHNGW2xtNT79SrKzH4O1WCg/wc7NiapNYq+FwDB/tc79DVB9TNL1YRNnH9nYnzvT9uu3JGDg55XaUaf3arZeQpP0R+dArueMvpD21W1R5iehYjN+mWJydu3kS0LIHohNP6nvuRCA3bt3Y+nSpXjVq/S373/1q1/FW9/6Vpx66qmVaZx11lljIcquvfZanH322V7zSohE5uSNJP8fAIwm04zUIUpxjFKvK7teuib9t3qoO5aOLUr+EuXAR/uMwUHJAL083vKR1muuvkzqRb+8+hqz7AzvG0VQCqmla/K5/BYGeRXaUVWa0LJdo74s26+3ei+5tz+EtqZlYdTX0gWra5mtnndF/uq2C5O2gGh0YD/W323J8lfSf4fOQ9nfSsbTzKerfq43Xsa5vxYEbr927chs3BzD+pkU5y8e/j42TKeR8aVBGp2zfKXp8OyL8lCUjyafp0mbSg3hcRJbl9+6LFnf9Fv2Rtua5zZSlh9VXKA6godacxnVkVJ+X+uAJvuEWqex4zyl9R2XayznCk9NUK9vn1UvrQOU7+O5eDwPoRDyY/Js7G9V0jcDr49ClEe+mdIIs3LNWbflYKT3n5srv66BLJRXRfWa3vXmov3E10DiQPC5O1HHOPs1TpA8FTzzOulY/1Yts+v+Ztjn52K3/iWuRQOMldKjT/8dRcjay5i905H0cCKOE6h2NQ1l7yoRZK1kcF+zZITxSyunfI/U9pLEGK1HlBdQjOMn34VzWcnz156BSTt1HXO0+dUtqVGaab+Ng/c7IxwKpgo21M91CGGbrpEJAAOH+kamaNvySOtpT3mV1rFB1rdCf9enSkPbtJZs2D2t3mdHfdkIaxv6UFxvmDf3daw6IQvnby2hrhUyTUN+PdHkPiwQ6XNL9+lknC7Ys0IxH8pABnRifVeHAHkNcnbdAF3Jhw9M5sf8GiIZrs/qzKldqLs2290klj84WjtSFnOBfRe8+rAZIPW1Jp6HjW236XoJjc9zRl90bV9iuk9sy0+kc2MWIfOIVgUbv//7v49bbrkFK1aswN133433v//92Lp1Kz74wQ9m12zduhX/9m//ho985COFafz6r/86PvWpT2X//sQnPoFrr70WX/jCF/D444/jC1/4Aq6//nr83u/9XujiEDIge+NY7uv0bUdJfjJLcn/Lv1b/Q5ZW/qfpIWovKrmvLeqBovS5lwk2zMtfLx/JWMWM10vpvdKq81YvvUx1DiT6M9GqKyn8XHoH4TkX58MuTbWNlP1UzkN5+x0ro7d6L7m3N6qdEYzq0bLMds+75MLE4BopWYO2EClvG/TWj5JEzkOS6H8rkyxIM5eumu9a46VtnvQfj2fII0bjoFLvZu1u7Cb6XxuUfmGW1+Lf6tmpUYYuYDBGBCmby3js1PbH81CYD6/zhWE+SpZo6bojQVJjPEovtxxbbO7hKx++hiZPbcSk7WtrK61Rofhz6Q3H06yTp6I5yHWMC77sUW9VY71alVZpnYrre7t09Ov1v3XxWRe5hNMP4vfZW1gbmdeK82PybGrfCkXtvAvrI283G/3NPvebzUMZ6f0dHTh9ZKF8uVqwXoWH+isYp8f2A74GEhcs9mf1uk1uzeF5/nZeZzqsB63rxXH9pd4v/dyPHfuXtBYNsCiQHn36717Pv1AjQ7UrqHY1PSfFGVSvCLIf9L/v0fNn1u4yB1jt8ZcODNXXmKCkExm0O/0ZGA1g+l/7DA7/9P0N2akQJklQuAds2uDgUDC/82bub/2LHLKgCvX1v2GwLY+wnvY2jBTPrUHW68LYpE+V4sAmpxrYbqfVkdKXzX5s97yToYOPcbw3++rK33D4QTmDans/MURdK/SErHVmD+RCNuVMcBlCI3SjibXZqzjsS0i3yMajQPuqcITYA9rumXO/a4uu5MMD0voud1GGKphtxE4SgDbb3USWPzhKRqIeRu6jgfZ0w/L79WEzv29+z9TEGtXmjLPpeglNsLM1B4zG3SYx3CeGaKtGZ7fzYR9HSEexjO/ul7Vr1+IDH/gANm3ahEMOOQRvf/vbcdddd+HVr351ds2//Mu/IEkSfOADHyhMY/Xq1aMQfADOPvts/Mu//Av+6I/+CJ/5zGfwmte8Bt/5zndw5plnBi8PIYBygNnTJ61scWX4FlFRrWgTYUNd1LmqHqUIG8oBdJJEyAQbpuW3pvpttI2qQbMIG8omZoIibJi2EZP2aHK9VxVu8LefVKdvUo9B3hZhFGEjMbjG/t5amdMIG67PIGiEjQSJEtJT6oP1xkuHt1Z2NMIGMNh0RXnV3dhvE2Snb4yw4URbbzBwSpMRNgYXhIqwgdwYH00Z/s49H97qvaUIG3ESZ2GlQ625jOqIETbGfj8fImwkcQL46Y6Q15mj7/fICBsG628XYjT4BiWtEablYoSNoix0JsJGfj+wR0TYUMtmv8YJkidlHHBJx/q3jLCh/c1/rwo2ep4P7lOrfl8VbDDChkavSLBRKgjyk++iCBuR6TMIHWFDPSyOG4iwEXiNIuIpwobruiOEbbpGJgAMxiJG2Kj+3om83Xlok9Cmyn5cfH1psmH3tLrdxjLChmUfT4aCkJ6hYsN9HTvMl+ZI1/J+Yoi6VkiP6hlhY8+kC/asUMyHMpABjLChJhng7LoBupIPH9hG2NDW94ywEfzeIehCHjS0dtSTbTLeblftVxOCiYmw0XC9hIYRNqox3Se25SfSuTGLkHlEq4KNf/mXf6m85jd/8zfxm7/5m+J/v/nmm8e+e//734/3v//9LlkjpDZRFmFDn+QrBRswXSBWH14HWdSpgg1VpNHPCTbiNMKGfj9f+YgMnJsaXVyogg3lTYAmDuJeN6O2xpos2xMs2Ah8WBoZHHCb9LUgxgcTwYaRqMP+3lqZs37u+gwM+q/tCac2ZlX3x1rjpZOR1JMDhYDtuJGvl2jKQLCRQsGGE21tiJ3SDCzY0N660cDzNGlTjQo2xhy3KNgoy49k9Au15jKqIwo2xn4/bwQbvpAcQJXv90jBhifHWIlGDfIFTq5IYsT9ueHXLR8KTIpgo2S96uvm4p5uTxNs1FjjhM0TBRviWrRlwcbg+wQ9Uy/VCtJUBuNihWDDwJHF77zpp67l8cvMbpMJNmLlJ0mJYMNXGymay8oibGjPwCAPToINte48CjbSfpvExf2uaQdpT4KNvmNELbP+FdZOmznINyHYSIR+WoqwnvaU10YFG1qZRzYJtQyJ/g+jVEPvabO6QIxMfGUruDF83qP2aJq84zq26AyqI05GFGyQlC7Ys0IxH8pABhQKcjsigCuFgo3O5cMHaXtMkIgv0lPLqQpmKdgIf+8QdCEPOko70nydAu3pDPxqQkDBRjtQsFGN6T6xLT+R7o1ZhMwfTO1JhBBDUqGGsWDB0uG9yGFBMoD5XdSN8qcJNqQIG4EEG6ODQfnwttnFRZoPdROjH1qIDqk+N6O2hwqWbUTOQ/F9GzHOBn/7iblDQKuCDemZm1xT495amSNPz8Ck/zoJNtQxq7gPNi7YCNx+bQ/Trccmnw5NFGxof+teE+K+IqEFGz4dMi3yUdamWhNsNHwI462tUbCR/fW1DmhyjKNgY0Sw8UhaB6iO/U0KNoQ1fWuCjUDro9YFGwDieBYAkCRJu6GkJ02wAYgvRXC9ubin2xMEG3ln8S4JNgxtO97yMEmCjQCORSaCDSiO+v05f+OXFj1CdA4wt880Ml9bJyPMfYbr/tTGGieAUYSNEIINi5eaJHFilgenMUftswEibEiCjaYP9X1F2Oj7acNGtspQdTRMN0IDU3SdPblQ/okUbAjln6gIG3UFG8ZlaUmw0cCbj22hYIOkdMGeFYr5UAYyoBPru1r43wMGObtugK7kwwfaWYYgjFfLyQgbzd47BF3Ig4bajhoQBtv6J/mCgo126LRgoyNiTdN9Ylt+Itl/60Z1ETKvoGCDEN9kETb0iU1eXBUbBMQJUnHMrzKABYuw0RcibMThBRtihA2DetEv97SoKXq7EUZG+/w9QjkPmhxeF6U50RE2LEUqNW6Qu09RFqrrMYzxweRQLMzBmVbmqLqODG88/OBRsAFhzBL64B4p2Cio98rfpFCw4Y1G5yxfaVKwMbgglGCjxvjtKx/e2hoFG9lfX+uAJsc4CjZGhBuPpHXA6Puk3+C8JjmYNS3YCPxm5tYEG9q6dOTA3QnBhuMbt31kobyfquN68Zre9ebinm5PEGxofcF+jRM0T/NAsNEvi4BQM82uRNjwKtjI7hXLzgEGZQ6yVvJkdxLnPkOn8FTU0o+ToWoDaCvCRmQr2CirO28RNvoeBRtpveYEG4HXKCIOBVMd6huJsBHYTptGNIiaiLBRZ08ulH/eCja0AoWyjdihz5Wjvmz468Efw3qMh4KQqgDFKc77ysIzqPbWqCo2go30DeKTSPrcXAVw85ku2LNCMR/KQAZMrGAjQF7DnF2Hpyv58IGJDV4tJwUbzd47BF3Ig4bWjnoQo556u121X00IKNhoh04LNjqSH9N9Ylt+Ip0bswiZR1CwQYhn0gPMeRdhQ82fcJCdJEASD63UkV4e7xE2Sg5vs3uUrLO8LS5UY7kypJo4iHvdjFq/BcqujZi0R5Pr/dV7ArEteGJ0CF19GN1qhA2p/IYH/7b31sucXuf6DAyccroYYcPprTZhjcG244b12ETBhjfa2hA7pUnBxuCCJiJsNPzWLG9tjYKN7K+vdUCTYxwFGyOCjUeSQ5vyfaMRNroi2Ajs6NeFCBvJMMLG4D+1eDAwiRE2KNiofU3Jj0ef1bf1tynYUPZYLulY/3aSImy0JdhQHCx9CjaiLMJGAtE5wGB+CLNW8lPX4txnuO7XopBkZpiyPHmaTwvnMsPxyKSdehNseIywEc/TCBtNjOuh62iYbq8JwUadPbm0nvaU10YFGyguv1qGRP+HUaqh97S63aZmhA1T8Umirkurf+O+rxzeIwrvSGeLjWADgPgG8a6TPjdG2JDpgj0rFPOhDGRA6MiFwaBgo3P58IGtYEMVDVKwYXnfJMHIrWRyyh8ctR01IAy29U/yBQUb7UDBRjWm+8S2/EQ6N2YRMo+gYIMQz4yEGnHu+wrBBkwXiKNNeZUBDFHJfa2RHCXSz5F2jyhnePWVjyiSDCjV9aLib3GR5iManTJDdiYJ5Txoa6zJFv5RZPRsKtujYfv1V+/SAbdPsp27fIXS1xDlvstdE+R5l+WvxuGi1aYxikb93PUZGAjRQgs2ao2XLkbSwA6JZu1OqaO+Wl8G5adgwxttbYid0qRgY3BBE4KNhg9hvLU1Cjayv77WAU2OcRRsjAg2HklrCOX7VgQb+TcCtyXYCLS+74Rgo0/BRj4LxoIN4aUIrjcX7Sd7gmBD7fOquIARNpzuF1ywEUD8XyXYiCIAgQQbeoSNzLCSz6Hw/YggayVP85I895mt+zPBRpyMzGFNR9gY5tU4woZJO03Tr/W2dXXdP+pr7hE2KgQbTTv0+RJsOL4R3srGFGidNYqw0cAUXWtPXlz+iRRsCOXXpsq+fR2F3tPqfbamYMO0LIkqiKqe7533lVm+opK5sh3UtUImwsyvJzrorGVL+two2JDpgj0rFPOhDGRAJwS5dQiwFg1ydt0AXcmHD6wjbMSMsFH/xuNptkEXnoGO0o4izdklyN1EG2xgqgQbIfXENrbdMn+jSaSLe4BJFWyEEJy15Z9CCBlAwQYhvolSZ+bc1+np2thcls6ueWeV9Ov898noAvGa0T3l+1qSqIsF5VAsXcxEPSRJgiQZ3M+8/PWI6tSLdrmnBXiSVTa0CBuqY4maD/V+pvc2KI9yYmuW5DAt4zZS1R5z30v1673evSQm3qQ6/YK+lq8j6zJbPe+yhNV2Z9cuSu+tlDndNOYFWtYo/VfMg9DWShIdfYqr+2MU1Rkv7fpd4W9DhYE3yVoitBGTLEm/NUTtF0btTvtx7m/ue+N0OoLRGBGgbE7jsXV/rMhDPh9NDPEF+Sgbv7VrLMtvX9dhKsAkH9b9UU5I/1s7nTSZkjWdOt4n1Z9Lb+erPyrlt33+VWuoJsY4rU4d22D6+7J0TMpmW35fTTDceCRlcPR96gTVzLxWvqYPMv8otx3/IkyZs/I0M7kof9UyK6KDNtcs6b37JQ6/DWWhvBoc1quGNxf3xt4GkvrY7M9qtSetTuPi7+vg1JXH94Zu2y3jCbj4c437pWOM6kxRB/X5Z/Opuhb1uk7U/+a/7/V0O5/Pc8002UGSqV1NyIiBfcbv2OqnrsV1qaFtK/PNTaKRP4VHG6GcTMGatvT69HLDdurS7zQ7db/o63pk83TePtXSnOAwF6kH6s4RNozmo7DruDT9CEkDU3SNtimU39vWWFjHhtknFo9NepetsVEKMk4ryWt2m1FfNvx1mojpzZRfVvevOvaJXAqDP9oZVIt7CQV1rZBG2BhbTwh2m0kia1/9ycx/I0jTQOC+3wTezjVJ64TeV4UjwOLHsm92pR90JR8+MFkfiOcddSqgC+NxS+3OfS3miS48A5UsH6nDR+B1Zrak9ejDZnRbYc8k7m+83rw6/ZbqJTQ+zxl90eQ5qwm284DXajRZBnVtzCJkHkHBBiGeiTLBhj5pieHLAkbY8Bs2TX1zmXIQljp4RD0kcYIkTgUbhuWvnQ/5bXvNqkFHgpXRJgbaa4Rc3xpulNe6ETYM24iYB8v2q5XfaWFX501ndkRiW1NvXV2PQd4WYRthw+ObzrQyp/3c+RkY9F+HCBtV/TF9dtbj1HyKsCFEIZF/6vENtIywof2te02I+4owwsbgAkbYkGGEjeyvr3VAk2McI2yMCDYeSesA5XtG2PBPJyJsxIywkc+CcYQN2/Wq4c3FPd2ERdhQBabmKGVTxTuMsOF0v/kYYaPX01/U4DXCRvY27nhkV2OEDY20jvqqY9l8irCR/2yWudF9+x4jbMTzKMKG+gbeRsb1sOu4NN3GI2wYP/Pi8s/XCBtJXHxNebJh97S63aZmhA3TKNVtRdhQz6A68lZYda2QCjYYYWPPpAv2rFDMhzKQAaH3VcFghI3O5cMH1hE2+ntuhA2gjs1LSGeCyh8eZY2p/g0cYcOvD1s1lRE2AubD2vemwXoJTRf3AJMYYSNUO23LP4UQMoCCDUI8Yy3YEAwC4uSnbMqrDGBeF3Wio0T6eSjYSMIKNrID4vwiyqBe9Ms9LS6y++qCjaRf7EwSynlQFrKUp+ks2LBsv94WlLUOzqxvUnCvfDaq6zGM0cuk/PZ1ZL1pjDwZNE2cchwEG5Jzl1oW9a9x2/Qh2Ahs9Cgti4sDHAUb3mhrQ+yUJgUbgwso2JChYCP762sd0OQYR8HGiHDjkbQOGH3fqGBDcjBrUrChvb06zPqoE4KNPgUb+SyYCjYkEbbrzcU93aQJNgBYv2VLq1+lLVCw4XS/4IKNAM46JoIN9W2uPgUbaYSNfpIodjXB5jffBBuG6/6RqAWK+a9ZwUaUOQsbrpNN2qlLv9OcyD0KNpIKwUbTh/oOc1EarS3/uQ52NqZAdq6hg3yEpIEpusaeXBJAe8pr1wQb+jo2kG3EEr3PWgo2LJ12NcFG0qBgAxRstEX63CjYkOmCPSsU86EMZEAn1ne18J/XMGfX4elKPnxgK9jQ1vd7omDDId9NnzlW5aMz7VcVBQPI3Ecp2PCGte8NBRtBidHg+ZABJm0wVDttyz+FEDKAgg1CPJMJFWwjbNgKNkoOr4Ms6gRHiexzpAs28oZ6b/mQHMQtD/W9LS60jYwi2KhwELe5t9WhmOUbrbxF2GhTsBFoQT16a6DbBiqI0cuk/DXqyHrTmI1zjs/ARHBlfcKpOnQFEmxYCqU0uibYEERmIhRseKOtDbFTmnuIYGN0DtKwYCNQFKlG2xoFG9lfX+uAJsc4CjZGBBuPpHWAuqfpNzivCflpNsJGol7k7X4qrQk2tHWp6lTa4sFAeu9+icNvQ1korwaH9arhzcU93QQKNqzrRbPzdCTChmX0VG95CCDY6JdFQKiZZowwjkW2ETbivr+5KZNoxDFE5wADR/AgayVPDuhiP9XKKd9DF2wkBb/N4yffxXOZ4TMwaaeeBBvq/OAu2EjTygk22noDs0uEDbVemhRsBKujQbo9NDBF17E7S+tpT3ntmmAj6dvXUeg9reZ8o/RlI2zPVpqOsKG9/VgQN7bEHifYcBxP5zNdsGeFYj6UgQyYWMFGgLwGObtugK7kwweMsGF+vc1vQqbjSheegYYqCgYYYSMA1r43FGwEhRE2xtNt2j+FEDKAgg1CPJO+cT5783z6fZVgA8ICcWytUH14HWRRpznAFUTYSAUb8dDxOefk7j3CxljF2B3qe1tcqIKNiIKNquv9LShrHJxZI7U19dbV9RjE6NURwUYmTHN+Bgb9d75F2PDlQCFg3Y5s31hMwYY32toQO6W5hwg2Cp3kmhBsGDpu2dJoW6NgI/vrax3Q5BhHwcaIYOOR5ACqfN9ohI0uCDYCjX0qnYiwETPCRj4LphE2rCPCGd5c3NPtcYKNjkXYMIye6i0PDvubJNGfQWMRNhoWbISKsJGKEfpxUuIcUF3mMGslP3Ut99Nqu00Sx5kDbD9JRqaqMkGQrzZSMJfl7b36bdVnYJAHX4KNJiNsNO0gnRYoSbQ+aILq0NUvi8higFn/8j825TIBoKEIG7XWpcJ62lNeGxVsCFGbxQgbXRFsaHYbywgbln28tQgbESNstEbalxlhQ6QL9qxQzIcykAGFgtyOCOBKoWCjc/nwgXWEjdhtPu1C3dVtdza/CZmOK114BjrKGlP9G9h3gYKN4mso2AgPBRvj6Tbtn0IIGUDBBiG+GTowR/kQ8ZkdNfe9pcO7en2VAczvok45COsXCDbQTISNSDr8MagX/XJfi4s0H7pgQ3J+DuU8aH2oYNlG5DwU37eqbVbdr5IaYgRb0rYWGTgEhBBsIIHm+JG7SPmHkL8ah4vWm0YDUYvhjbO/Yh4cBBvol/fHVgQbgd/eY3WYDnUsNyw/BRteSBSHm6Y3xE5pUrAxuKAJwUbDhzDe2hoFG9lfX4dfTY5xFGyMCDYeSesA5ftGBRvCmr41wUag9VE3BBsdi7BBwYa8p9sTBBtqn+9KhA1L2463PLgINnLPILhgI4BjkW2EDa+CjfReSSI7Bxjsn4OslTzt213mvkRdl8WAUYSNEIKNzJHD8BmY2Cmd7AqqndqjYCOuEGw0faivOcXbtW31LfDzIcJG2hc6H2Ejv572lNfORdjoumAjqSnYMC5LwxE2snxRsNEW6XOjYEOmC/asUMyHMpABnVjf1cL/HtCXzbppupIPHzDChvn1Nr8JmY4rXXgGGqooWP0b2HeBgo3iayjYCA8FG+PpNu2fQggZQMEGIZ5JhRpjESYiaXFVbBAQJz/F+C8awNIDnGj4v8L7WqI5ShQcqEURklgRbOQXOb7ykQlh7OtFv9zT4iIZlT8rJGRnklDOg1I7qkrTtI1Utkfj9luQhzrUECNYk7W16sPoKIrEPu5ifJBfXGhyKBbm4ExtO1kkIctD44JEhx88CjYMxAhaP1D+GrdNS6FU4W/bFGy4OMB1QLAxPg1M4KbRcEwMUTanNEMINpKCvolmnqdJm2pUsBEoilSj66MJFWx4E1AFEGyY5M0XFGyMCDceSeuA7EHveRE2Goig15pgQ3OKZ4SNfBbKq6F4zelznlL3dNp+YE8QbKh9oSsRNiyjp3rLwyQJNgLsJaXmnpkXI+UfCBNhI477UDphcUbaEmw42p3EfmrgFB4rYoR+HI/2LGURE0IINoZpGUfYMMlDlyNsICfYCB09QsKhjvqaQ3kD47qn/iKnPyhPIxE26qxLpfW0p7yKTkbDPtm0YENvU6FsI3YUCjYcI6RIqBE2EoMINu77ymG+tDOoFvcSCsrxIKJI/y67poPOWrakz42CDRnxvHoSbfY55kMZyICJFWwEyKs3m3XDdCUfPrCOsNF3m0+7UHcuPhMu+W76zLEqH51pv1k7GnOUCHQ7wQYbmIkRbJT4G00iXdwDULAxnm7T/imEkAEUbBDimWjsw/CfqRo279ic/TtnxBp+P/6G/fSQMhn9N8HBUFPhujpUKzeJ1LSyybmHQUSAaOz6NC9+8yE5NyWjS8pulV3uKz+9kUU6zUf+ktz9TO8tPefcReP3LU108Me0jch5ECpbqF8zMYIJWqW6JGRwj7LDyMEftR7HLrdsa0ZtRPve4Zqx31RfnuYp6kXKOOd8Ip4mLufBuo0LbaSgP45F2DBuU5Z5KvqtW0eQUxfnkKI8QHtrp1H5pfo1RekXZnlVbycc/piMlR3DdE4IUjaXedC2P1bkAcgZHGrMlT7yIbWpJEkyJ4hksNhJL7BLv8745fOhm+TD19DkqY2YtH2tvWiNCsWfTdJx7Y9q+W3rtGoN1USX8NgHTcZ4rX85pKNfr/+tS7DxSNgDjg5DktEhXCPzWnF+TJ5N7VshV6ehxj4t1QDlEW+mTXLKZ8W5q4k5TiK9d7/awSx0FsqXqw7rVdObF+zpBlHQPA0kLljsz/Kf7W4AxbYDb/O30zoTo2dTJx3r9bPL/iY3fKX37hs4cBqlm+Tr1P9eUmru6luzQ82JmttpFmEjn34sfD8izH7Q/75Hz1/13KePfZFifikdPA2uMaCwYZg+A4O6c7IrKO1RfQGF8z6mnyVUuAds2uDgUEde+6xR8UPPm4N0Vf1YuFvVWZcWZ8qf+aR4bk0dTfyub4vLr1eLfdsMbbfL5kokWl82/HH6wfDyuPCz/APhsylZ/tQIGy2uURXSbKgRNvJZE+02E0TWvvqTmf8mkPYAk2izH8NhX0K6hTZXBD6j80uIPaDtnjn3u7boSj48oM6J4vyoLrmEMzTj+3VgPK7b7qx+EzIdVzo37Awzko+wEdh3wa8Pm/l98/1MP5sIe28T227T9RKaxs/6DZDaQmuYjE3a1tv/OqARnwFCyBgUbBDimSzCRi5EvBy+rPitCPLbdUdvq6p6Y4nXsGnim9iHn6MekliOsOErH5H0tqPWI2zoG5nWImxYvtHKtI1UtkfD9utNAdxAhI3IxCHAoB7DvC3C5E1v9m+Ds1L59yKjOjK88fBDOxE2xgQbpm3T5a02HYuwYf3G4g5E2BhvIyj+vsOYjokh3mDglGaICBuOc6WPfJSN34ywYckERtjw2h8DRNho8k0mjLAxItx4JK0DRt8zwoZ/WomwAWhvQU8YYWMsC6XV4BIRTkwzQeZFpkbYyO/pGGGjNk5zljIeuaRj/VtG2ND+5r/v9fRyxj4jbGT3ihUnVMHmt8dH2EhG4qqk2Qgbqf0nb+/Wb6s8A5O662KEjXj+RNjQ3sDb99OGzWxMgepomH4PTUzRNdalQvlDR9gIsr6dDxE24rARNrR6Sarne+d9pXoGlTnStbiXUFDXCqlggxE29ky6YM8KxXwoAxnACBtqkn5s1k3TlXz4wDbChhZBjxE2at3XNR1XuvAMNLJ21NP/ho6wob4ItQkz/aRE2PDp29cBurgHYISN8XSb9k8hhAygYIMQz0S94YIq58AsLq4sHd5NDq+DLOo6IthAlP7evl70yz0tLvKCDYxbpV2cUBPljZ9Gh2KWjvnzQrARbEE9rCMDh4DGBRsm5a9RR9abxqw/Oj4Dk/5re8JpIEZQy6L+NW+bLofRYY3Bdofp+XHdoPwdFGxM4qbRdEwMUTanNCnYGFwQSrARSJTY6PooRBsR3vJBwYZ/KNgYEWw8khzaht8ncd9sD+A7P20KNhoQZHdBsAHNqbTFg4FJEWyobcFWYCyhzicUbIw+a+3Uz/xd7zmNxkeXdKx/60mwEffj7C1t81mw0fco2JgamhH7SQLROcDAETzMWslPXbvMfXFejBCr/5BwsVVoNx/9zfJquE42aaeeBBvoexRspI7XSdwNhz6HOuorUbRc1xxWNqZQdTRMN0ISfoquY3eW1tOe8tqoYEMbO5S9oVYtYezOLuh9dtSXjbAUHCWJ2r8aEGyk+Yp6CO1IZ0uRYAPILbk76KxlS/rcKNiQ6YI9KxTzoQxkQKEgtyMCuFIo2OhcPnxgK9jQBNkUbNS6r2s6rnThGWjk/ZwCC4Nt/ZN8QcFGO3RxD0DBxni6TfunEEIGULBBiGcyB+ZIn7QqBRsoXiCOT36jTXmVAczvok44IIpHC/kkTpDE0fj18BlhI/19fhFVXS8q/hYXxRsZbxE2tHNcf4ditm1ErC/L9utvQVnj4MyS0VsDqx0C9lTBRjrOlYlazDDovw6CjU5H2Ahs9CgvS3UdyT91cKyAnj8KNsY/S9c1vREXoWBjcEETgo2GD2G8tbXAbUS7FQUb3qFgY0Sw8UhaQ6iCjRD3rcpP/o3AbQk2Aq3vuyDYSLom2OiXvKG9oSw0HmEjt44V93R7gmADxe2UETbsyq85UCi/7ZdFQLBId2wtGkD8by3Y6PuZmxJlDOrHiRxhw6DMQdZKnhyj5H5aPffpETbikZ2w4QgbaV4jY9GMQR6c7ArK/KA5Tlsmo5Iko3qVBBtNO/S5RNhQrm8kwkbwKCSDdBuJsFFLSFxc/okUbAjr8skSbIz6shG2ZytJwQvNSpN33FeqznTiXNkOkmBDG7466KxlS/rcXMfT+Yx8roPi7yeISTx3IMV0QpBbhwBrUV8266bpSj58QMGG+fU2vwmZjitdeAY6yhpT/RtoXLT1T/JFW4IN0xfztlUvoeniHoCCjfF0m/ZPIYQMoGCDEM+kgo18iHh5cVVsEBAnP3VTLhi6gizqREeJ9HMzETbSeh1zEFfqpdHFRXbfMIIN8+vtjDW2bUSur/L2iwTaG7G9LShrHZxZ3yT3tygb1fUYxvhgUn77OrLpO1EvKhFQWWLSf7sYYcOHYCOw0aO0LAZ1JELBhhdMx8QQZXNKk4KNwQUUbMhQsJH99XX41eQYR8HGiHDjkbQOiIdfNyzYkBzMmhRsNCDIbk+wobx1N+mYYKPrETYo2ND+ll1TdZ3w49FnCjaKP1vcC9AdKIJH2PBoC0mLnCTIB6EBMC7YiD1F2Ij7M6PPSSy/zdFg/xxkreSprsV+arDuV9/c3u/HiqmqJE8BBRv5FxTpt1WegUndeYqwkfiKsJF7HqGFUka4CDZUh64mI2yEstMO029EsFFnXSoJoD3ltWuCDb1NVd/bOIq4A7rdxjLChmUf14RiSQMRNtQzKAo2WiF9boywIdMFe1Yo5kMZyICJFWwEWIv6slk3TVfy4QNrwUbsNp92oe7C+Ew0l44rXXgGGqooGEDoSG62/km+0M4NQ/gtSWjmHzd/o0mki3sACjbG023aP4UQMoCCDUI8kwkKck7elRE2bAUbJYfXQRZ1VYKNqBnBxuhgUD68bXRxIW1kKhzETe9tfL3tW6As24hJeyy6fvCP4u+d6j6QM6sKI2yUXxP1IqM6Mrxx9lfMg/UJZ7Vzl1oW9a9523Qof8cEG4yw0Q6mY2KIsjmlScHG4IJQgo0ATsuSEXLsOl9tjYKN7K+vw68mxzgKNkYEG4+kdcDw3+obxxuZ14T8MMKGy83UtZLqCE/BRj4LSWkTL15zOvULCjbUH48+q+KCNgUbyh7LJR2tXsob2fB29fc3kgNFcMGGx7FMe1F6Mv59qAgb8dxIsNGPE4jOAQaO4EHWSp7q2mjuE8qmRtiI52IYCTZcbBVaMuo4OBwrDV5qksSJWd35EmzEvgQbap8VImxMkGCjr6wnG4mwEbqOUsFGlDQbYcNWsJFfT3vKa9cEG9YRNoTzAZ/ofTbtz27PT7xcq5cGBBva248FcWNLULBBUrpgzwrFfCgDGVAshJ+A5xpgnVX77Dox3GMHYj71R1vBhra+p2Cj1n1d03GlC89AQxUFA/M+wkb+c+h2YXvmSMFGeCjYKEi3pCo6N2YRMo+gYIMQz2R++/k3jmU6htz3kkEg3feOTX6j69MN8Xiaw1tGEaIo0r6rj3piW3S4GA0P5PLfj/LiIx+RGPXAoF4U/C0u0t8PyzcsZ2Ky2De4tbmTgVQvwtXDtEzbSFZfY3nIGmrh9WOfDR1Gq1HvF3aBGBk4BCCC2MdVI5YJZm0kET6rXxtcM/YT6TmPJ5W1Gy+M2pGYBzOPLiVJpQ9W9Me0LOlf47aZFLd/wx/n/nrGKHm1LuKir2Ukjx5D1HHaqN1pP9bTyL4Wx6nuYu0g7rFstmOT/uN0E+/o9KGWRzi8b0SwkRTXhbpWSKA8g+x6+8MMwx+o/zD8kWEeKpK07o9yQoO/HgUb4nSnjmWJ8NmkHQltUMpTaR0pc5Zt/5XWsd6ejQE+DalZ3ylz7kvMrzEW9/lpgtZrd7NE1YTyGRzPeCPzmuAIK/Upp1sJY3+IsU+6dyMGea2c6rqJgo18FoCSKVVbx3sSbGjPZjROj+3pLOf7ENjsz4A69SK1U9d1wHjy5r8tmEPrPG/besm1C6tbCWtXZ8GGskZNx63BXOmyD5XuNfpc1DejKF9OP/dVBRsJksymNn4Dg/6YVYvPPuunrmXbnkG7U77vx4pgo/RE1VMbUda0UWZHNBDNJIbt1MmuoNbdqK85DV+qYEO1TyFRytHwnOAwNsW+5k2Y7kX8j01F6UdoYIqutS4tbiO+9iWSY0mYfWLxOKWVQVrrSil6OxMouYdmt0kjbBjey7aPKxE2TH5jLSQdSyD9TaTMle2tUVXSdhEpWQNyTUSw20wSFGwYIKzFJtFmr9LE+EWaIx2PBvNp/XVW8wRYZ1nun0R7XsOY+IBMCtJb/1XU77Xr6zyEIHvmsHnwNQY7r8U80b05UVnIDT7o3/tGW9KmPlXh60LtL9p+SpsG/OfDuN0p9ZI9gq40EQfEem8Rbc/YAUzaSLD5N7OryInOpzmXkK5BwQYhHkli2ZifqmHHJ9HiTbbo3KccukmL+iAqXG3TqLzxNf0+6iFJlAgbphFGbMmEMLl0DOpFv1yoX1uU8g/oDb9W66h4EWVSF8YbUdu3QNm2EWkDLRxmmDhMOi2ELQ+F6hAJB216NgrqMd8fbReyJm3E6E1v9m+DM3GI0dpOGlHI9Rko7UjMg/UJp/J7yelx+DEfYcN8XHA4sA/85kEj5ybl3pGt0Uvy6LHMHxL7t6ZLZZvITWMifBau81o2lzRtBVRSFkwEjQ08TnncGf11irBh3TYDzHGG6w9vglZPbcQk30ZvxzHIh7FjvknfUeYs2+cv7QGafJOJ5kzh2Al9R9gwXT/6aoJujtAmiRavrb05ptvmKZcf54PAojuJorzw6/vM4bkJg7wUYSMR9olNk9673y+/roEsAGVTqtAuXKpO7V9K+dU9HRJYz/chsNmfDf5hfYPiz61G2FBsZIL5xyYPxr93ibChOlAov+3Hbv2rSDwc6k2wJhE2tC22pwgbqn2xH8eKbU2yPRm8UMPn0OqprkXbnmWEDc2vzCjChutaXLXDGPQLdZ1sUncudgVt3a+8adZl+Mo5YOtrVGVsapIA0X/qYGdjCrS+GaYfoYkpusa6VBBK+dsaJ9rfLP0GI2zoXdZO1NKEk5z+1vS0P1vakU1t6JrzkUGEDWdnQ/UMqlsRNtKizfcIG1kT8bQGmo+I9qxJtNmrNGynJmHR7EJG56wdIcA6y/olQx1weB88t/QfrWTBK5IYQ7tGsKM6RdiYIMGCr3bXFfFd5+bErF7yETbC5C+ID5sB0hlH6JcHmra7tuolNCHOllzpXIQNgzYSqp3anDt0ReBCyHyCgg1CPKId9ufeOCYurqS3mYoT5MjJV3RabVCwMXqFTm9wiJwUvw3PVz7SCBvjDuLV9aLizektL9hI/wpOVrYLKuPrAws2ZGfW4vualNmt7hswpEniIAWTerRta0Z1ZGJItDQ2qoYu003jqG5cn4FB/7U9jZVEZgX1mxdsmItrXEQX1Q4nLtgKNjSRmUn5HZwG8vnzJtho0JnZF6ZjYoiyOaWpehy4GEmDzxV2+ShrU06CDVujsoHjli2NtzVPHjQm+fYVzthrHSnlt67TbGppb4zz6UzhW7BhOlf4cuIKMh6V9fH04LhvOS/7ylPewSyAY41YpwHGvjyNGuQ172f1eTLCRj4L+c8agojAqV+oN+uPPo/t6SZQsGFdL1r9Km2hTcGGYiNzSce6Xnw5RSttas7AgdMk3bG1aADxv1R8VbChlrM/52duivujCBv9JEF2VFFi85MIs1byU9dye6y228RK3+z3Y0WLUZInX21EGweH9hOTCBtxAqO6c7ErCOOX0/AV6xE2Cvtd0w7SDnWkjkeNCDY89ZeSTAAYjBKeTBKV9xpgWh5hPe1pOSGtY8Osb4vLry1v9X9UptiEnUe326QRNmztyKbXq+v7aoGmc/nVM6hImivbQV0rzGfBRvrcGGFDZj7Z7FWatlOTsOjzZng7lDcC7AGDnF2HRjMjTn5/NJkfJXuDk2Cjxbprq911ov2iG89AR1ljqn8D+y60KdhwOUO0xfbMcT4LNrqyB+icYMOgjYRqpzbnDvOhPRLSNSjYIMQjqnE2yjl5Vwo2BIf3suurDGB+F3WSo0Ra5qFgIy4OledNsJE50Rc7N5XVi365r8VFmg99IyM5P4dyHrQ11ti2Ebm+ig8zgjvhNvDmk0wcZPAGx1YFG1L+bA8XDQ1dWpkNRC1GmPRf29NYAzGCWhb1r9Gzco3yEsDAqievlFOsLwcHOAo2vODVQbzmvWulKb2Ct2YeTD+HwqRNeRNsGI0v/ue4xtsaBRvZ37rrgDbHOAo2RgQZj8r6eCrYsBVSOlO8pm9NsBFofdSaYEOLsEHBRj4L+c8aLgJjgxsne7pgA0I77YJgw9C2U5UH4997Emz0FcHdXBxIsBFA/G8r2PAVYSOem80+95NEdg4w2D8HWSt52re7zH2qYCOe64/ML40LNlJHDsN1cnbvEhuOk11BnR88CTYSA8FG04f6DnWkRvlRnbvqYNS/gtfRIF1VsAE4mSRk6qxLJQG0p+VEo4INofwTJdhIago2TM9WFMGGUYQN1/Jn+aJgoy3S50bBhkwX7FkhaNpOTcJSLMhFZ8ZUGf97wCBn14HpQh58Yi3YiN3m0y6Mx221u660nS48Aw1VFKz+Dey7QMFG8XUUbISHgo3xdJv2TyGEDKBggxCPqG9CzR9gyYurYmOwOPkpb/upMoAFi7ARF7xBqKkIG9mb3OzrRSOrdk/10naEDUtjjW0bqWyPQvs1/WyNrRihDlJb07JRXY9hjA8mhsQwB2dqmb0ZCU36r/VpbPGhdlE56wk2HI25TQo2pPKo47oQhUSEgg0v2Pa7pjfiIo7PP58H08+hMGlTjQo2AkSRarytUbCR/a27DmhzjKNgY0SY8aisj8fDr4vbcjAkB7MmBRsNRNDrhGCjaxE2+tVvBA6dhfxnDWHN7dQvJlCwMfB3DnBok0jt1M/8Xes5TbhgQ+3XfYM3bpukO7YWDbCXtBZsBIiwEcex7BzQtmDD0eYhtkcDu0Jqa+7HQNxXBRsl7SuAYCN9mUn+BUX6bZVnoN1b+I23CBuK47RLkbU6zQk2QkePkJikCBue+ktV+r3Im0miBMt1aSKsaTGPBRuWtvkm7Dz6XJn2Z9N6sezjwlmZfLnLei1BNo6qETY68jb4PU6w4SiAm890wZ4Vgqbt1CQsEyvYCLAHDHN2HZYu5MEnjLBhfr3Nb0Km40oXnoGGKgpW/1Kw4YU6vjcUbISFgo3xdJv2TyGEDKBggxCP6BE29El+4iNsaAdhBZ8bEmyMDvnkw9tGFxd5wcZwWJWcn0M5D9oaa2zbiEl7LLre9LM1DRjSIqmtadmorscgxgeT8lvWUa1N41CYVhaFxAyD/mt7GiuKzMbLWUuw4RwuOexhv3U7YoSNVrDtd01vxEUo2Bhc0ESEDU8H8I23NQo2sr911wFtjnEUbIwIMh6V9fH0vzUdYaMLgo0GBNmdEGwwwsZYFvKfc1dln/bkCBuDf1RfY10vXRRsKC8FcEnHul58CTaUNhUswkYHBBt9TxE2kr4aYSOG6Bxg4AgeZq3kp65d5r40wkYcDwUb6WWleaquLyMKImxE1hE2IOfVk2AjSTxF2IjnV4QN7Q288yHCRirYQAOCDVu7c8n1EynYEGyeExVhI64ZYcP0ZViNRthQro96CO1IZ8ueJthAMlm25ybpgj0rBE3bqUlY0jEoQaKN5V0RwYlQsNGZPPiEETbMr7f5Tch0XOnCM9DI+zkFFgbb+if5goKNdujiHoCCjfF0m/ZPIYQMoGCDEI+URtiIKgQbuYWvPPmNNuVVBrCoFwERCq+xR3CUyAwaEZJYEWzkF/Ke8iE7iFfXi4q/xUV+IzMsaNMRNmoKNhDB6NmI9VXRfk0/22N5cFaDNJpLmRgh62tRJPbxIMaHDgg2EKl14/gMTARXDoKNyv6YDls245SraMjyINA+eZPn6eAAR8GGF2z7XdMbcREKNgYXNCHYCO0gLVznXO8UbGR/664D2hzjKNgYEWQ8Kuvj6cFxW4KN/BuB2xJsBFrfU7ChMCmCDReBscGNNcFGfk/XMcFGmEMbtd91RLBh+TKOqjwY/z5AhI1ggo0A4n/rCBueBBuxKtiI45FNbaxs1WUOslby5Bglt8fquS9dEyRALsJGSZ58OXRp42Bq/zJ9BgbzutO+Uv2tJ8FGYiDYaNqZz1OEDdd+Yda//I9NRek3LtgweuZyew8u2ECA9a2wLp8owUZSU7BhLfBAzuFXutyh/FqeIjkaVUtk73OLRtO4+j3QTWctW7R10NxkliE0XbBnhaBpOzUJi2Y7bsAO5Q//a9EgZ9eB6UIefMIIG+bX2/wmZDqudOEZ6KTtaMxRIsjdMr8aCjYKrxu8LJWCjZBQsDGebtP+KYSQARRsEOITJfx1PkS8vOhMjcE5I1YiTH7Z4iHJDunGDGBpWpFy38RxElV/r5Yzu5dhhA3XfGRCGPt60S/3tLjIypNuZHq57+VFlEld6E5MpVeaXDR2ubYhKslPlo+xS7LKLr4echmc6l67X+gFouEGqirChmHbN2sjifDZ9hrlisSsraXXpeX1QnbvWG7K2kGgQV0KbaSobdaLsKE1ZoPrhd+7jolS6ibPUx2nNEO1QZ5sn8fYvYd/4mQ035n2kfS6sWlAGqe6i62xxmfZbMcm/cfKb1y8DrSlRfW8GYysO8oHilk7RTIqf41x3egZBpjjjNcflssJOZ1hAj4FG0K+tbaD4ro2EmwIbVDMU1mS8Wh9b9t/5T1A7m9AfBpSTcb49LmVXjP8b8biPj9N0HrtbkbZgXD6/OP8V4EpdlBS+5S38gtjv37oHGh9NEy3EYO8thZTRAGa01uLBwPpvfvVDmahswCUTKnaIZonx1NhvB/b01nO90EQ+0vx9/YOgMKazrHM0nrd7Mcj246TYMO2XgSbl9G9hLmib+DAWZ7wKM3sTbCJ0jZ9OutUNIUoCrNGVwUbI1fs0b/GM1i9VvAr2PBT1+J+QGtrUh8fHibHw3kjKb9e+2++BBtJotzPcJ0szvEF6Wf3sEDrs/3Cr61R+2wS59aoxfb74DiMTZpgw/lcIPe38Br/Y1NRJqYip2oxxI8NUv15KMGGZqvwhTA26V3WoI9raSofA9l5dLtN2p9N72X3zPXo6naCFftHpfwg6mF0DtXiGlVBFXeqgg29nwp2mwlCcpglI6S12CTa7FWc9lukc2jPs9FzZkeyPbZPgWaapKnRWvnYlmBjnvVHzXFcDKuqXB/XX993pe6s9+2e2p3bWswfnZsTpQgboQQbqY9JFDW6pFXbfyz5QwTIh2m7U+sl87/pShtxQKr3Ngmyf3bAqI0YnA/UureJ/d52rUAIMYaCDUI8okbYEAUb+UlUOMyQHSlHm3JpUR9GnVzsWJQZpKMeBuGA00WkUH7HfIzq1b5etKstHYRlijcyifYW1fH7Dq4xOfBRPpZdXzPChnEbkRZjqlCm4Pr8Z38bYi1Rl4RERm8NrK4XtR7lpmlWYKM20oEIG4MIPoN0y6KQmDHu2Dre1jSrlEGawvUF/XFMsOF4GGtExyJs6OO6Sfltn0fu58oc5yvCxiRuGvUDgpJ+F8D5yClNTw59JoJGn8aHqnxIAljVSa5OhA17o7L/Oc5WjODc1jTnrvqY5Nvk7Tgmw7SpY75R31G9cmzXAcIeoMk3mfjsg74jbJjmx1MTDHOYVeacmYyPL80I14r3WM1G2Ai/vs8cnhtRPqlzZXGEjSbmOJH03i1G2DBbTirtBapDrkPdaf1LEdPkX2YwiRE2rB2ehT1jmxE2VNuOg93Gul5cXteutmXFgc9nhI1MuKhF2PA3hkjLey3ChnrQ6inChurwGiex4hyQT7/a5uUkSBfxtaBQPmr9otpuE/cH7ShOhmNWUn69/t+cF0LDTMSZ3SeK5DT1dbLBntHJrqD2WU8RNrQ+m9sDBhcjSHmqPzap6x1XkajZuB5Y1KIK4pTyhImwIfRT+QfKR/163/uS/BgX5g2hgr1QW7pbChwacJLT7Ta2ETZK9mgV15tE2HByNlTLEPU6F2EjrYpUsFEQgL6Tb9e1RVsHMcJGIeJabAJt9iphXuRB2kIbg3Ji3U7ja32vJZl2Tsvr/WbDivnWH7X1ukGEDU08aNtmLZc6oWit3bmsxXzSuTlxmI+8YCPUy5SC+LBVI4k0gr880LDdtVUvoRHFMS3StQgbJm0kVDs1sfN0TmRGyDyCgg1CPKI56eeM+dURNgTBhuggH8vXZBoCj4s6zQFOKWdmec1F2DAuvx3pweCYg7hJvWiXuzgQFN1XVp6LDqkG9za/3s7523bhL9dXefs1/WyNdr9AC2qprWnZqK5H27Zm7Wgv5c+yjuoINmQBlSVG45rlIbUwZhWVs1aEDddwyZYiK/vkDZ6nQR2JuDgN5IwhvgQbTToz+8LICS9JghjxnOrLxaGtIA+mn0Nh0qZcBBvW5QkQjt12jPcm2PAZYcNBsOFzzWVUR0r5664D2hzjfDpT+BZsmM4Vvvysw4xHZX18KCiwnZd95SnvYNaoYMP/2JenUYO8NFcmqlNpiwcD6b1bFGwYLScEEYFTv1DTUZzrx/Z0kyjYsK4XtX6L7Dz1cJqzlH2SSzrW9eKyv1GdJpTf+hRs6I7jdvYfE6Tia4INpZx9X4KNuUGEjTgB4iRRnAMEm5+JYMPnvKk6RgUQqpvMfemaIE6AuN+HlWDDV4SNOEZ24zLBhlZO2UY+ln7+swla3XkSbCjpIIlz64awNhwRhzpSBWQub4M3FjAHfjGJGqVMFVyGmaYt16UlNlhfywlpHRtkfSuMTdqSNpbLXJxkeDuPPlfaCjbsnrkqWImT6vne23oN3RNsqGsF9e+8E2yo6z0KNgrpgj0rBE3bqUlYdOfRCRJsBFiLhjm7DksX8uATk/lRm3/69efTrtRdW+1uUssfnLQdZbaYwBE2LP2TfOHrDNGWWr4381Sw0ZU9QNcEG+Ft/9X3bsRngBAyBgUbhHhEi7CRO8ASF1fCIZo4+RkcXhct6gZniw4TqWC0zgwaUU6wkSuPP8GGclhalD/DQ31viwthI5MIziShnAdtD2NtF/6V7RHQDq+DO+E24NBlIkYwqccgxgej8lseNNXYNNoKhUoSzf6K9WV9SC2MWQXlrCXYMBHNlNExwYa1A5wnh6YkpmCj6LN+UfH1vu5dK00KNgYXhBJs2DqHeMyDt340TwUbxgIqCjYADOorfVMYBRtaosWflX9Le4lgCOuSRgUbAca+PK0JNhQngEh9mzwFG4Wfc1dln7z1Cwo21B8rnzsi2FD2mC7pWNfLJAo2PI5ltoINXxE24ngo2EA6NgvOAQaO4EHWSlo+6qcrtscSJ+/s23gUYcNYsOHLVqONg4PP+YjSKmLZpLz6Emz4irChOV3HwfudES6CDU/zZijbtD3KutTXM5ewtTuXXD9fBRs59YZBkuHtPIWCDeNx0PaZqwL76ggb3tZrUQ+jY/0W9xIKFGyQlC7Ys0LQtJ2ahGViBRsB1llBzq4D04U8+MRasBHXn0+7UndaPiyjtDWypwlM5+bErB3JL6b1e7tqv5oQULDRDl3cA1CwMZ5uIz4DhJAxKNggxCO1ImwIh47y5DfalFcZwDTBBuBytpg7CCv43JBgY/Qmt/wiqrpeVLwtLvKCjWwjU/5Gf9N7hzoUs134i/UlCXmCO+GGd+jKorlEcvom9RjE6GVycGh5uFhr02gQhcQMg/473yJs+HKgEHBpR006NCUxBRtFn22vcbl3rTQp2Bhc0ESEDU9jhO0Y71zv81SwYSygomADAIzCuqv/bY8UbGhrWrWBNRxhI8tTouWjtQgbgdZH7UXYUJ0AOibY6Fc7mIXOQv6zhiAocOoXFGyoPx59ZoSN4s+291KEDH0DB06TdMfWol0QbMz5mZvifk6wIToHVJc5zFrJj+1Jbo/V6WcRNuKhYCO7rCQ/vtqIMg6mdp/8C4r026rlNHCA8yTYSLS51S4ZPU09z6Ej2xjhK8JGgH17wR3Ti2rfqzwj6hq1QcGG0TOX+/JECjaEl9RoGo1AdmcX9D7bN87b+HWWduekYcEGI2y0grTeIyO6YM8KQdN2ahIWUbDRERGcCAUbncmDT/Z4wYZPP5mG0nGle3PisB3l/ZwC+y5QsFF8HQUb4aFgYzzdRnwGCCFjULBBiEdqCTaEwwxx8jM4vC5a1BXf2wZ18ao4SmQGjaFgI47Grk/z4p4HyA7ilof6/hYXaT5yG5kmI2wkCZA5xJktLm0X/nJ9FR9mBHfCdXaWr0aM5qJlo7oegxi9TA6RLA+a6mwaR+k69iOT/usg2EDF5rsVwUYAA6uevMnzFMb1Jh2aYgo2ij7bXuNy71ppUrAxuKAJwUZoB2nhOud6n6eCDeM0Awo2ALhFzTPAlyHVNJ2Qgg0AcAsyGGA8kvq41n6L23I41HpVDgLbEmwEWh91IcIGNAfDFg8GJiXChvDiCKd+oQk2lHQiZT+gfj+fBRsQ2ikFG7Xv1UiEjQDi/7YibCR9JXqEKtgosfmJaYXYD3qam1zmvloRNgIINtIbm7zUZPzewm+c9pWj6yNfzvtqn5UEG00f6nuKsKGKN2wxHk8D11GkCQcYYaPqeyeE8uhBNezqqAk7T1oHSdK3b4+2ApSk6HysLHlP6zVQsNEW2jqIETYKmU82e5Wm7dQkLLpgI7wdyh/+94BBzq4D04U8+MRasNGvP592pe6C+MkEuG8oOjcnpu0os8UwwoZP6vjeULARFgo2xtNtxGeAEDIGBRuE+ER9O2PegblYxyAaj8XJT3mjV5UBbPAGfE+CDclwkUXYiEoO5pDlw3UyH73Jzb5e9Ms9LS7GNjJpOZuMsCHXe1W6URQZPZvq9qh/Du6Ea/vWqzoYRI/IyhAh6+OuBmmzOjIxJIY5ONPaDqrryAiT/mt9SK22x4oIG8M+YDVOzQfBhkH/FaFgwwtd34iLULAxuCCUYCNAFCnbMd653inYyP7WXQdI7dEmrbrMN8GGSzMMU+9SH1cz3VaEDf1zo4KNBiLodSHCRtS1CBtdF2yoa/rQETaiSNnTeRpEHAm+VkyK22mrgg3L6KlVeTD+vS/BhtKmggk2Auwl2xJsxPEgwkaCdGwuiNqrRaCqts94nTc92Z7E9mhgV0jtGUliIdhIL/Io2MjsPsYRNgzmdU8RNuDLeT9R+2xOsBE6eoSEpwgbjTg3Kba9IGjr0sCCDdt1aclYMW8FG5bjYxP72bQOolpjt+1epNjuLOFtvRZFwd98bItyPKj9pWBjz2M+2exVmrZTk7BoY1BiEBGuKwTYA4Y5uw5LF/LgE0bY8OUn4/++oejcnJi1o9xCjoINL5jvpQd/ol4k+htNIl3cA1CwMZ5uIz4DhJAxKNggxCP62xj0SUtcdGa/yX+f/mfh+iTJ3q6bf8tu+u8oykXYcHobb/Gh26jMPSSJEmEjv8hJRxvHuVwUbGQVptRLI4uL9PfpRma8oFq9q7czuLW2AJOen5a+oWElbSNqFJbSM7fitgZBLCLlW/vsUvclfc0XSs8pyUbBxjKfH6nJVqRZ+huTZ57YNjb1p4abRtvCVSWaxHI+bF+VLbSRov5YK8KGVuY6mzpfdVeRPMqep+RMYZC+y6vL1bz1hWdj8Htp7gv95nmfWG/EPZYtS7dOklLftE6men5sRLCRCHWhrMUSKO0ru77GYYbt+OVpjDCaW1BSF9Y3HCbgUbAh5SlBcf1arzkM2p3xs4yV9bq4hqrIR8mSK9TUkeLLkKo9g7L1VDp+G1xjLO7zM0wZ9x3LRNV/KB+L19Whn/f4/dS9ntkztLqVOPb7H/ukezdikBefp+r01gHBRr/awSx0FoCSKVVzyPW1lxxPZ2w/0Bf6ZsOI/UW7SPloXS9SO3Uss7BeN/vtyEbmZLexrZcadpWi9NUy9w3euF2epdG6LHtrOBJo+2dPSMVPP0dRvpye7ptG2MCwvNlbw6WFT7Wtwu/+QegjtqmIa8jqsiXZYfJw3kjKr9frzpNgQ0kzMhRsGAltnEKiqderb7q3TEZLUnXaS/Q1apZww3OCw9gUx8VrOvs8qFkoS8f/2CRnZCTYCDJN265LS+ZQT1vj3DygpK/aKrxRPDZpZTAU040u97SOK7tH+mKhOmsah2ee2ApWnMa7HkZeXO2tUVWkCBv6Mtal/N1AEugSBWGqnESbvYbTfot0DX08Cm+H8keIPaDdfruJubw6E8rHedAfY8EGqyLVu62dthPPD7B+hr7yHeqctW4+OjMn5l9MG1oYnBY7Ul6i2UBdqP0lFs5dQuTDpN1p36vRn7vSRhwQ671Fwuyf62PdRgJs+8vqwnatQAgxh4INQjyivU0nH2FCXFwVb7JlR8r0C8MIG6pgw5eDfNEbh6LewKExSe+n38ubSlqKelD0hn4Dp3N3h8TijYy3CBtGG1H7t0bZKtjFxZhg0BINCN42xB4PoAWiKH221fVSVo/2jrrFv9UxeeZ2bwYzbZu6U5MgOLOlwClnLFlrz0u13isibOQctIyK4+rQ1LEIG5G1Y7Pt8xDypqSzJ0bYMPE9CmZIzZYfNdJ0cqxRfmoyPzbwOKvalOokVyvChvUz1CYCo3vYJVli9HFpFyoFzl21MMi30dtxDPJhJA7Rxr6yxIbXxbH94VdVe7RIqy7a4aVDJwwRYcN0/ehpmDJclzklqnyvtt/ithyO4gmp2QgbAca+HJmjWxMGeeHN4hFUB8MW1yzpvVuMsGG0nAwhZCp4W/nYfiA2yVx4bMW91vUivd2/zQgbmUhBcUyvtd2yrBeXCBvqniZQhI10PtYibHhcKJtE2FBv5yvCRrpXjzEsW5FzgEEUisF/Gq3dveHJiUvcD1hE2IiT4fogKb/e2VahpTVa06Z2WCWQc8H16ue+8B8K0h/ewy5vakP1FG0hnl8RNrQ5xKHPGu9DAoxNevrF9qMw07TturTYTu2gtym4gzIPqHdrMMKGviyzGx+bcJJL66BXK8JG/WeeGAg0nWx7WoSNXucibKRFyws25luEDW0dxAgbhcwrm71C03ZqEhbdQd7uDLVVAqyzbB3Hu+DwPt/6o2ZLMIiwYXK9eK8OPL98Psw0sn7y3RXBSvecn9N89PS/gdqIrX+SL7SxH8VtIUQ+TNqd+n3T9RIaqd7bpHMRNizbiM92YbJG75zIjJB5BAUbhHhED38sCDYkh3dBsFF2fVuCDV2MIAg2JMGK4yJCjLBhUC/65Z42RHnBRraRERwGbQUblk7XpkYla8FGVXvMfTYpszcBUagFdSYOqq4XY8FGk8/cso7qCDbS/piJW+pS0H/H8mF7SC04HJkINszaZp3Dv4Lfd0SwIYlaRDw5DagOTXuiYMPaCc/r+btDfTk8/6I8mH4OhUmbchJs2JanlnOBhzxo/gmO9W5ZRxIm+fYVzti2P5amqZTftq91QbDhy5kihGDDdK7wNEyFqXdpjWawrg6GcO9GBRsBxr48jRrktUY4WmdFypqrExE2WhRsmPXTAP1C3RsM16Lj+wFPg4gjXuem4h+PPqv2rDYFG9kzt59Di/Jg/Htf+xvltz4FG9r4FUD8byLY0PdxfuamZFhHcZKOzeM2NdP5Icx+0I/tyWXuywQbMRD3+8qaXcqPx/lUXdMb2H9EG45Udy5jrdZGPAk2lHSQxMH7nREOdaSLGvy033LRetg6Ul/elMDTM5ewtTtLa2mPywlpHRtmfVs8juii+DB2ZxfSOoggv1RNxHIvopbfSLDha70WRSicK1tEirAx3wQb2jqIgo1C5pPNXqVpOzUJi/5mddmno3MEWGfVtVnb/MY3XciDT0zmR/E81UWw0WLdBfGZCHDfUHRuTsz7OQUWBtv6J/nC1xmiLbZ23fks2OjKHqBzgo3Qtn+De9fyESSEOEPBBiEeSfoGETbyk1l2XZz7Wpr8RpvyKgOYV8GG+Ha7YZnHImwYlt8S2UG8ul5U/C0uijcy0ltxg2xEuyLYgF2Zg7RHj0RSNBcFk3ps7Zk3INgYPQdP/SiUYKNi811LsOEqGhLGfl+YPU8HBzhfb3kUnJtMfj8fDn+6vhEXoWBjcEETgo3QDtKW1xhDwUb2t+7hl+t6wgUKNkYEqXfJGUhrv5bzcqA8tSbYCLS+b02woToBdEGwkSToQoQNo37qIjA2uLG4H+h7GkQcCT5/S/2u1QgbdradqjwY/z7A/iaYYCOA+L8twUbcnx38BfQIGwZzZZ4g+0FPc5PcHqvTVyNsxHGsmGH82IJK0db0qf2z2l4EwMyZ22nBNro+8iXYiA0EG00787kINpS5zKVfmI+n/semXE5Gd4rV9VSIWwljkEhxe59YwYaBAKXLgo1enXHQWqSjrksDCzaE86dwfc0OCjZIynyy2as0bacmYdEjbNQQ+LVBkmC0DvKXz7o2a5vf+KYLefCJtWAjrj+fdqXugvhMBLhvKLo3Jza7zrT1T/IFBRvt0MU9AAUb4+ma+IXNh/ZISNegYIMQn5S8PUxeXBUfZoiTn3JAVGUACxVho7icQ8FG3HKEDcO3MHpbXCjlH2Qw3cgUO5OE2YjaHiLZb4jk+pKczKrL7K09BjoszdqawWF044INk2du+2Yww3xqZR72wzJRixEF/XcsHw6CDT0q0Hj6rQo2Ahs98p8L8wC5jkQYYcMLXd+Ii1CwMbiAgg0ZCjayv3UPv1zXEy5QsDEiTL1LfVz93pNjujGCUxYFGw43K26E6ht/WxVsqJ9byoetYEOKmudyYzHCxp4i2BDGHaf1nUEo9/IERvskl/Wqdb0E2N/0DRw4TdIdW4sGcBxvPcIGgBhx8dscDeeHIPtBT7Ynl7kvVqOQaBE2qvf5zvOpsqbN7D+Ggg2jNxZ7i7DhyXk/57QXWihlRIDoP7YYj6eBRS2R5mAZOMKG7YuCJPGzx+VElWAjQaLNwU4YCDZy/zBIMvx+dhRho87YXf+ZNxdhg4KNNtGeoad10HxjPtnsVZq2U5Ow6IKN8HYoPwj7B9dUa9qsbX7jmy7kwSdtRdhoM6BMGJ8J//cNRefmxLQdZbYYCjZ8YmvXpWAjPBRsjKdr4hc2H9ojIV2Dgg1CPKK/TUef5CsjbNgKNkoOr4sWu4Vp2SAYobO3v+YjbAQWbIw5iFse6ntbXBhsZFycUG2drk03ULYbosr2mPsc3Am3AUPaxEfYsDxoMtoQKAd/XiNsFPTfsXxYn3Kat81ago1ah38Fv++IYEOqIxEKNrzQ9Y24CAUbgwtCCTYCRJFqvK1RsJH9rXv45bqecIGCjRFB6l1axwmHxo3Ma5JTVpOCjQYi6HUhwkbUhQgb+fv23ZzKfWRDrgqH9arBjUXBhrQPaZjg87cmiPEk2HAeN+Psr8t61TofAZyig0XYCCD+by3CRjyMsJEAcZKg0DnAUDQRZD/oyfYktkeDsmkRNlTBhoktyNUTR13TDyMdGws2Sl5qVHiNk2DDk/N+ovZZIcLGBAk21PGoEeem4HWk5AOBBRu2fd9A4BBasAEAiXME5DSh6vIwwoa6d2tIsJE/f2rT21JhTxRsMMJGMfPJZq/StJ2ahEUbgyYmwkYYe1ldm7XNb3zThTz4xFawoc1FDoKNNusuiM9EgPuGonNzYsPCYFv/JF9QsNEOXdwDULAxnm5Zmp0bswiZR1CwQYhHNMFGXrAQVQg2cgZWefIbHX6I1wz/GfUiIFK+dplINYOAsnDM8h0hiUsEG1L5LREjbJjUi4K3xUXeYD4sp/T2zyAbUQfBBiJkbcSkvsaq3VKwob8IxKXuwzt0RVH6bKvrJYoisY239swDHJxp30dA+hyyuqqN2naEA2WHCBuVbTMdJw36QlX6xghjvy9c2lGTDk2Sc5PR78em08nbNHZ9Iy4SQrAhvI25ieeZ1UVSPH6POck1GWHD0xjReFujYCP7W/fwa2w94frGcgso2BgRZDwS+3jxuqeReU3IU2sRNgKtjzoh2OhChI38fefcnMp9ZMMkwoZ1RDiDG+f3A9meriMRNvRtb4D5W9rTtCnYKBDz10nHOh8B9jfzQbCRLj+CRdjoD+oowbBsUZFNUZorcmkF2Q/6sT3J7bE6/XTsGwREipWf+LEFleIQYcPImduTYCMKIdhIBMFG0w7SLoIN9QUZ/RDtd+yO6UW171WGGmEjjj1FVZGwXpcWt/cmBBvqPtHfGlfYG2jF9G93dmUUYaOGA67DMw8u2FDO3wZ/uhlhI4r0vxRs7HmI9qwJtNmrNG2nJmHRI2wYRITrAhRsdCoPPrGOsBHXn0+7UndBfCYC3DcU3ZsTcwu5zGEirO8CBRvF10Q92d9oEuniHoCCjfF0TXwE50N7JKRrULBBiE80Rz990soiXYzNZanjabFT1lgo6+zfySgtwWkVEbQIG24vWSo+IFUjbCDBSLAhlN81NPdov2BfL/rlSeFne9Lfphnr5b7PfbS9r9ykbC8q/Im2ISrLj1AG8d7S14J4w5qSvuaf6nrRotmMNU27Mpu1EZPy29WRUT6V76NelB3YO6OVWTWYJoXX5MdLIVHht+rXI8OA+tdsTHBsg+k9HMdEOXmTdmdQ7/INij9b5k1y2Df5/djm0GDs7xpG/V0cf/3cu1aaDs9fT0f5KIk3AvWRonxIDvJJkow+DxY76QVW6Y99NvmBp/Kb1KnXevc0xlnn22At4nIv4/6olt9ybJL6Zp3xsi6+2oL6PMre9pr+t7J72Y5Z3oapIOORtEYpPoBtZBwU8qQ9Q1/5MNlXhFofpW2ticWC0AgjNP1sC8jft6UIG2b9tLiNONVdwVo0vx/wNog4En7+lsYgP+u7el1tNHG6rFftbS8Oz1wY1/oGDpwm6Wpr0SQBbBcXJrcSiq86YYYQj6b70BjDsTkqsqkJ4o2xtBz2N3KiRveuTkf6XJ1+VkdJrmxO9iJDtDX9cLyM5Mv1Wxs8N6exVr1eEfS5FFmLnJ3k1qh+9jfWeLK9uGXBcDxVbfPBUddTIdK3rHehL/tcTkhjXBxi3yBkXE/edsNtd3kd0vL3at2s/jNPTJx9XMqf3iubI4vP39oizV4+wobejMxsA11GE0c5iODmM/KZdu7vhNG4nZoEJZHG+04/20CTqG3fbGAur8zCPOuPRrZzbWvsUH5hXm4c23z4ancdaL/avbvSfLNnkI+wESaDmV9GFDW6pJXGDlsfHvsbC5+Fa6JI9jeaRLo4Zmtn/V3Aso2E8BMprYqujVmEzCMo2CDEJyVvFhJVwgEibGjqZOUkzelAVXqDgxJhIolLImx4Ukmnb/IfdxS3ewujP+GAIlhR/kpRAoK8OcAhwoapgt3oTbgGinR/CuAwbxRRSd8aWCZKMKnH1p554Agbg/KmdeT6DKrbUcgIG2OCDZO26fxWm8BvZ9SyZ9eOmnwDrfZGGMtoBfPhbV1df3OCSIgIG0HmCrt8lLUpRtiwhBE2sr9131bmup5wgRE2RgSpd6mPu8zLPvMkPDdG2LC9WXGdRgkjbBRlwyTChrd+oe3Vh/aF/H5AjR7QYoSN4PM3I2yMCLC/mQ8RNtLPYxE2fAk2hnUUIx2bi94abrb3DrMf9GN7srWp6b8dzBtxDMT9vpIlfzZCETXCRmqPNYywYZQPRtioJsDYZIv5eOp/bFLRbI++nrnEBEXYCPPW0uLyT0qEjV6dcdD2mYtvaJcudyn/8F5R3pGuvTWqirpWUP8ywsaex3yy2as0bacmYWGEDTUppW0bOIB2oS90IQ8+sY2woc1FjLAR9L6h6NycKPg5McKGH+r43jRZL6Hp4h6AETbG0y1Ls3NjFiHzCAo2CPFIEsvhlgsXV9obuvTrxcnP4PDayQlZpMqZaCjYiItD5fnIQxLHo/1CfqNgeajvb2EzKv8gY6nBXHm7m4MTqtH1bQo2hAOc4E64gQxUKplgI6p2COi8YMNgY11n0zg6MHJcpJs4YjkINpKK/tiKYCOAk42evEm7K67TJh2aVGc4Cja6txEXoWBjcEETgo3QDtKW1xhDwUb217avZdclEN9kHbpfULAxIki9S31cW7tYzsvOCE5ZbQk2Aq2P2hNsjNaiESjYKMqGiWBDtbc49Qt13duX9gMePSwdCD9/F7dTCjb87G+CCTYCiP+tBRt9P3NTulePEyBOkmLnAMP5Ich+0NPcZGRTqxJsJEPBRvZzA1uQR8FGemNTwUZikg+nsXZ0faOCjaYP9R3qKC6Y7+pgPJ4GrqNIfbu9JoANcDPbfiRcP7GCDYPy2NZRE/vZTLBRR2xnPXYWr1Hl5B3Kr5y/AaBgoyW0dRAFG4XMJ5u9StN2ahKWWBrvOz02FdvsXAlydh2YLuTBJ7aCDe0FeBRsBL1vKLo3Jw7bUUPCYFv/JF9QsNEOXdwDULAxnm5Zmt0bswiZP1CwQYhHdOOsPskXL64EBxWUTH7ZdQ0LNrTFa8FpQxMRNtQ3POQPCA3qRb/c08ImrzwveBugixOqtdO1obHGdkNk61gV3AnX9q1XNcgOoQ0OoxsXbBg9c/8HZ9qmMRpFH3GOsGHiiGV9yll8fVE591jBhotjKCNseKHrG3ERCjaUi0IYlf0fFjXe1ijYyP7a9jV9nVXj3h6gYGNEmHqX+nj1ujoYklNWk4KNBiLotSbYUD5TsFGcDUbYKCb4/C3tadoUbFhGT/WWD0bYKP2cF2y4OH+rJH0lwgbiYueArgg2HOwetjY17beqqCWOR+tDqS4CCTZSu4/JS00G/zB4Y7GnCBuAJ8GG1mdzgo3A0SPkPNWvo7jvZ940Hk8V23wY1PYVOMKG7bpUGCvms2AjsRwfm9jPFgo2jNtj/WcePMJG/vwp8JuPbaFgg6TMJ5u9StN2ahIWMcJGl8emQMKSMGfXYdHPjFvJglcYYaO5dte18ndmPskLgwujnnq6VZJkWzoKNoqvoWAjPBRsjKdblmbnxixC5hEUbBDik5JQ0MURNuTrxclPOZitMoCFEmxo0SPSz0PBBgIKNpK++mbS3CLKoF70yz0tbCSDeZOCjRrGGrWNTLxgI9CCOuoN6wjV9dL5CBshBBvqCsI1woaJg6JDhI2qtllvrHR13Ah7kG3fjizfWMwIG17o+kZchIKN0UUG5bcuTwBRYuNtjYKN7K9tX+tCv6BgY0SQejcQaVjPyz7z1JZgowFBdicibGhOby0dDOTv2692MgudDbkqDPYJDjfe4yNsaCKNjkXYMHwZh7d8+NrfKJ/7Bm/cNkl3bC3aAcGGtwgbsSLYSGIUOgcYzg9h9oN+bE8uc58cYUMqp8f5VF3Tp1Foe7kxUsurYMOR6s6TYCPyFW1Bs3fn1kDBxQgCAcYmW8zsSwkgRBH3hbqGShhhY+z7ov/mcLfCz5MSYSOyfX5j19V/5vLlLuUfpl/ywrA22RMFG76Eq/ON+WSzV9HXN+3lg/hBjLDR5YdLwUan8uAT6wgb/frzaVfqrq1217Xyd6b9NikMVopMwUbxNYg8+fV1hC7uASjYGKajCKjK0uzcmEXIPIKCDUI8okXYsBVs5Ba+8uQ3OpitMoB5FWyIzkTp51yEDaMII3Zo9TvmIF5dL3pavhY2xRsZ9fDSxdnO7FDM3lijthFvgg3YlTlIe/RIGmHD5O2Baj0Cw0Vu7pr856o0S6/vgmBD6YNlohYjDMQVnRNsuBpJAzjZ6MmbtDsHB7gATgMUbDS3EVfTqpUmBRuji0ILNgI4SEu2Vq/1TsFG9te2r3WhX1CwMSJIvUt93GQ9FAphTd+aYCPQ+qg9wcboMyNsFGeDETaKCb5WlPpdFwQbim0Hib7HNkIrWnP7m0YibAQQ/1sLNjzNTbEm2EiKI2wY2n+C7Ac9zU1yv6hOPxNsxMP2lV3mxxZUihZhQ52zDRwNTPLhtGBT51ZP0RaUqA2qeCOUUMoIlwgbgm3aFrNxXbIV+0Ntg4mvZy5h7cBZ3N4nVrBhIEBJLMeaJvazafmn6rRH67FT6V9tRdjoiJPRnijYYISNYuaTzV6laTs1CctERtjwKchWCHJ2HZgu5MEnjLDRXLvrWvm7036bW2dqPiYUbIx/HwFRxAgboaFgI02oOH3p3vOhPRLSNSjYIMQjmqAg78CcBZ6QDuZy16fn0vnJL1s8JLpTeMHnzIE8Gr/GGvW3SUEZoghJnIz+U36Rk/qyu2RBf41T/j9m36flNFlcVF1Xnan0t+lwOi5YkZ2SDJKPi59x7irhc0m6aRuJIkRR2kDM8qFfV3wAIjoYCkIGa5KStuCNdINk0I4ijB49zMpfmaaSBTFvpRdZtguDy9X8R5H2X6rTL723ki6E8scl42VhmqrhtbxtZn2gcJwWb1B4L3PSQT5M+5Xmh9xFwmeDG9g+D+2+ajLqczJMJ6s64fAnUJ2GwHYj7nO4Ux3g7H+sPcT6eRDaXeOCjaS4LlRDRAKlfYlrIiF9y3lAdxTwU36jPNgvJ0puOEzAo2BDnJtQXDbrNYeBgcqoP+bah/XYJOXD5/OpwJch1WQu0q4pi2o2vM5Y3OdnmAo0BkvOQMLaopFpTXCKh9nzsUEa+0OMfdK9GzHIJ8XPs6e9pZiCjRR5qzsurhh89mPbyPzfyvYDba4tLbd99vUijTv1y2y0DylNQLHtOIzB9uuA+s9cS1+pRmfBhrJGTcetBMpa1ONYJs2b6fd5wYY3n+Chg/zgxW4Jimxq+vMoeTZZtfjcNGlGifrJSGtxk7KlNk4M542k4nqfjvNpY0gSzTaWCJGZ9Lo3qDsnu8Lo+kgRWjgN2WqfHVsPKXXRJJ7GJrczAeGzdo2fvmKOGg0lRPr1bZBqJfnakwCyY0mI9brU7vSjGbtn7u1MoOwew/JPmc4bGg52Z5PyO/XH9Pp0vdrLfd8ucbae1v/q2z5P41GLULBhgLAWm0SbvYbTfot0DdkO2eFnK9iX3JP1bzsPThfy4BFdQGRgOze0o1em06ZgwTIfvvLtbW/kSOfmxKwNRvrfEIINdQ+vCjYaqAu1v8TCuUuIfJi0uyB+fR1BrPcW0c76O4BNGxn8w9N9De33Jn6XhJB6ULBBiE9KNs2Fi84Sw7bsSDk6mJUOr/NOyL4jbKhvnRg5rPeQJEqEjdzE7jvCxvgb/cfrpXSh5WsBnuQt0uPKcxOHVDF5k41ojbfnZW3ENMKGlA/Ryaz6t24L4TAGKpWoN6yjslwk4/U4+A8o/OzN6GXyzAO86Ux7+4EaYaMkCokZBo5Y1qecxW2kqD/m36hrtNlxFQ1lvw/Tfs0c3gXnTFuHpq5E2JjETaPBmUAwQ6pwiGaEi2ONmgUTQWMDj1N8Q0Qy+usSYcP+IEFeH9bGIA9ehTKqc5cLBvk2ejuOJ8Gk2bpMHx9txyYToWvocc6X04/RW8IMjbbpHGG6fvQ0TNXovyZpigvFwmsamdeEPDUaYSPE2Jcjc3huwiAvRNjQ99UtrVny9xUcb5vMhjydKnsOSdhtS8E8PhZhw6eHpQPBxb3SG8TbjLCh2HZc7DbW9eISYUNzZh39tp/0nfp5kXhYi7DhcQyR5k3NCTPgnDgoVaLY1IQ5wSDCht/9QwAhk/giH2GtlIwibCSqYEMUYTvaKvSbI725Ft1AzKtwjZhXh7FWy4MavcouGT1NVQSQWw9l/254TggQ3dQWe/tSmPVNpK2hVAFsgJtZC1CK1/Te9iQY7Zvy+7Mwby2V1q5qhuwKF+plJCpp+SPDeUPD0zOXk3foj/kIGwEd6eqgijvVv/Mtwob6yOP+hJYhMNJaTBUhd8U5zoauOPkSP+iOujXmizYI9ALDMC+YDEsX8uCTsT1H0TXSeapDhI029UlttbuuCVa6c449zEc+wkaARqKVORr5sTVRF9q5IYrbQoh86PZl4Zogfn3dQKr3NulchA2DsSlEOzVNs3MiM0LmERRsEOIRLcKGJNgwPJiTnQdHTr7SRKo648v3tkQ0YqRl7g0OkeOCt+F5yoP6BrcxB/GCejFZXLjmaVROOVRg1XMqQ7tGXDcKThYG6RoLNsR8Vzt8u5S/JEPFefBILxVslIgRiupR/b7sc1Wa5dcblN+yjlwEG2VRSIwQxhe9/ds6SJu3zVpjpasxN/1NoA2hUTsyqXeJAE4DzoINg7G/a9j2O59lc6ovh+dflAfTz6EwaVPqW4219Z5B+a3LE+CwqPG2pgo2Qoh61Ft5CmfsrY5y/cO2r3WhX/hypjBJx/Re6RxhOld4GqbC1LvYxx3mZWeK792oYKOBg/JGDfKCYKOnOZW2dDDQwQgbYlVowuuCF0c43ljcD/Q9DSKOhJ+/hXK2KdhQ9kkuaVn/NpBTdN3xZhDVbZSmNn4FEP9LxU8/5yNsxH1fB4SD8SfGsGyZc4C9I1WQ/aCnucll7kv3HnGCXIQNA1uQ63yXNoA41mxjRhE2TGxSTuPO6PoIo3nMTbChzofKfK0JpRqeEyZFsNGAnVYXbnp65hK2/Ugov689CSCvY4M4wgvl1wUo/u3OrqTl72n5MbRJODxzdY0qX+5Q/uxe8vlTm6hrBfXvfBNsaOsgRtgopMq+OvhHkznyQ9N2ahIWXbAh+3R0izD2sjBn12HpQh58YvSyI+EM1UWw0WbdtdXuulb+zrTfMWFwuHWm5mNi6J/kC19niLbY2HW9+vV1hC7uATon2GjJT8Q0zc6NWYTMIyjYIMQnsWyoLlxclRiCxcnP4PA6yMKu6q0T0VCwkRS/4cd3hI0xB/GCejFZXLjmSdrIJAaLfW8b0RqHsWobcRJsWDjFl6ZjS2CHrkTry9X10rhgw6j8dnVkuyGAclg/HvHGkhCCDQsxUb2x0uEwOkmAkfeN3W9Nb+HQjtpyaPIl2Jikt3W1tREfS9e2vvZgwcbg33blty+P/zmu8bYWOgqLeisKNrxDwcaIMPVesa/KfW7EGCo5ZTUp2Ah0AK3SnmBDjRSpOr21dDAwSYKNEEImVbAxFGaU7gfms2BDclZpNcJGnP11Scv6t4Gcoufimv1LM7sIgg2PY1lrgo00egSQi7AhzQmCE0uwqIQO+34tGQObmlQ2UbAhldNPngc/j0d/I7UMBoINMdJUQfr5zyYoaUa+nPeVdJL8GihAvzPCoY7UdUZw56YGhLdaBDpfUVVELMtjIHDwJdgAIL6NuUnBhu0zb2I/m5Z/SorMXv5r5XI7u3NwwUZ6r7wjXdMRfwQo2CAplTb7gv82CUx6/onOxEfYoGCj9Tz4xFawoc1FFGwEvW8obM+KgtOgMFgtMwUb49dQsNEMFGzYpdm5MYuQeQQFG4R4xDrCRsnBnDz5jQ6Iqpy45p1gQ42wMWZoH68Xk8WFa57U8mt/hbd/BtmI7omCjcAOXXo0l+p66aRgI8DBWfZ9pPfBsigkZhg4YjlE2KgSUDUfYUNwTvSISztq0qFJDSHvTbABmJ3FdoC2NuLO6c4jwUb+7cVF+VOd5ICcISd0hA1PY0Tjba3Bt3RTsOEfCjZGBKl3qY8L3zdiDO2CYCPA2JenCxE2OinYEN6U3mQ2TCJsWK9XDW5stB/YYwQbzc3dRnkqsXkFyYev/U3ut30DJ86qNNW1aFcEG/4OCBUxQhKj+G2O1XvvcOskP7YnOX8GZUtFLTEQ9/vKT/zYgkpRGoNqAzKLsGHwxmJfgg1fzvuCXT/W+nHDc8KkRNhoQHirtcEksGDDel0qrKU97UkAeV0exgmmuPyTItiI8vmxFd2YPHNVQBS6/Om9xs6f2lujquyJgo3Ek3B1vmFis59EZ69Jzz/R0WzHPoXOIaFgo1N58AkFG821u86VP0FHXjw4bEf5dWaAMVGtdwo2xq+hYKMZKNiwS9P2fJsQYg4FG4R4xFqwUXKYIU5+2XUJkgJHA/Wz34WdkFdFeZ3ECZI4Gr/eUx7U+h1zEM/y0bBgA6PyDzI2bjB3cbYzur6Gc5PaRpwEG4JBK7izYeA3n+htrbpeWhVsmBzSewpNr40tavoldWSEJq4oFju5CDaqBFSNCzYaeHOP7YG6JGoR6XKEjYL/1lXa2og7pzuPBBv5txdr/0lpa60JNkI7SFteYwwFG4Nr+jEkQZBtPprsFxRsjAhS71VC+NznZuY0wSmrLcFGoPVRFwQbPWUf2xnBRpcjbLQl2Oh7GkQcCT9/C/2uC4INQLR5BcmHr/1NzoGvboSNfP718Wtk//JFaxE2hvUzKFVS7BxgMD8EWyd5mptc5j7rCBuhBBuR2h9NBBsG+XBasCl5g/8IG0brtSZwibDRV5+Ziz3e0k7ZgGADvqKqSNiWRxI/e1xONCrYMCiPbR01sZ8VI2w4PEMJTRQSOMLG6F4UbLSJtg5ihI1C5pPNXmXS8090JjLCRiBhSZCz68B0IQ8+sRVsqHZECjbC3jcU+p65tWyMSNtRPpJbEN+bUYEp2Bi/hoKNZqBgwy5NaX1PCHGHgg1CfFLiIF0ZYcNasIEwb42XqDJiNBxhY8xBPL1f0nKEjYKNjIuzna3TtekGSm0jExlho4ZIxSr5fok4SMvGeD2q35d9rkqz/HqTZ+7/4EwfW9TDccdFuokjlvUpp3nb3GMFGwaiFhEKNrzQ1kbcOd15JNgou5fa1jTDkuqgFEKwEeDtpI23NQo2xj6b1mkX+gUFGyPC1LvUx4s/NzKnSU5ZTQo2GngzczJcs7Yq2NDeAt7SwQAFG2PpMMIGoPXBNgUbJtEXQ+Qj0Fvsgwg2FPuXL1qLsJFGj8CwbEVOqF0RbDjYnmxtatpvk64INpQymETYMHEs8xRhoxdEsCG8lGmCBBu++oW1fSnQG6oj7Q20gSNs2K5LhfLPZ8FGYvnMm9jPpuXvjeWnvh3Z5PoksGAju1cDbz6uAwUbJGU+2exVJj3/REcXbBhEhOsCgdaiYc6uw9KFPPjEOsKG8uIECjbC3jcUXcmHkonhh/DCYLW8FGyMX0PBRjNQsGGXprS+J4S4Q8EGIT5RDw5yYeyiqEKwoYX1LpsglcMyLSn1H+kF+r3dfKrV/BUZ5KNhHgTBRlp+l/B+ym+j8f84uib9aLC4qLrOIFN6jrK6NnC2M6gLo+tL2p2c8PBvhNEjK/mtnI/i9iwfRhenaY1moAqwQFTTNImwEUWjfgaz8lelOciGwzOXnpN038TkvoM/URTp/dE1woaWP/XAS/k+tnzmNo4cubHSrG1Kjggm2D2bWhjdorgdGY3Tts9Dvas0Phqmk12Xu7xOWm1jvRH3WC7bsUn/sdA3rTOhJlk9b4agbOxTDRHadULfEe9hW9fC+tAFkzwYzQPGN/TTRkzav/xsitMR71W6/jbPj+YIXGO4NxkjQ49xvgyp6vNIhAowLZdt+b0NUyHGYMm5SVvfCeuhUEhO8SHanTD2hxj7tNsq92rEIK/Vl+pUqjq9UbCRIjcvoT067SUt9wMtritN+qBbvQh90MluI3w2/r36zB1EOra2hzp2lYL08/NdbcFG7tmn49bg+3Q/5NFZp2LrHUVh1uhppIZRqYpsigaNyvZ5GyPNU5apiGtxk7Il2R8jwYaTrSKHME+ZRNiQ53ghfetxZ3S9GmHDaciOiyNs6EKBhucEX2OTQ8WYrQf99JUytJfFRMpLR0I8Ett1qTCH+tqTACVORkH2icVtXo+wYfnMg43TSrrDPE3lD46s7cj+1w1+bHCR/rcjts+0XUTy8Zhst5kgKNioJn3OpYKNjrRbG7ztQ0kn0GyVba7xrAi0zgpgOw9NF/LgE21NZ7LXdVn3NbAWC5IPT/l2Wot5pHNzYiIs5EIIg9XtXBSNlrZNHH2oexrp3CVAPsx8foZ/vfr1dYPGz2MMyNarHalgo7FJmAfcbix8Fq6bD3MuIV2Dgg1CfCK8RRMYqWHFgznNsK98zE+6Bo48QZS46kFVkaNi1AMSIImLV9dZ+Z0cpoSoBzlnmKycJcX1tgA3iLBh4pAqp6/eSrre8o1WqqO9qYJdyoeB6Ej+bWVWS/B4AF2Uuhpho7QhDa/JR9gQjCbNPnO7t65Yq/x9OtVJB5uSo5TJKafWBtU35aiXCGOl7UGetWEszBtx9FsYtDvBYdTaoakjETY6Y3C0wGguClQuJ+O2k2ON8lMDQWNoo2VZX9GMSVK4aZMIG9Z17f8QxlqM4NrWPLURk/Zv8nYcW8GkU3/U6tre0dRE6NqmkMmGEBE2TPPkrQkGOQgU1jcQ1tWNzGnFFtpmI2z4H/tUjA5Bvd6weL2nvaG8rYO5/H2FN6U3mQ05woaaV9U506HuDCJsePWwdCC4uFfal7QaYUMYF62LZlkvTm/6Vz729Xv1Bcf2yiSlPZMaYcPjWCbNm1qEjQBzYoL0zXZAjFixrQlzgsmLGXyOrb7sHiY2NYMIG0mSKGkZ7PM9irA1O6y4DhbyUSFGGaRp2+9UQYWnaAtq5FHNxhnehiPiEmHDU5+1ty+FWd9EwjMJM03brkuL5y5fe5LB75XyB16vS2OTXga7Z96Ec1pa/qnx/2Lw6/rPPDG53sm2lzt/6liEjfRxzvsIG6qNsD+ZZQhNZrMfO9Mev2aS6IqTL/GDOgZFDUR69UKgdZbLCybb6gtdyINPpDWddk2ZbcDmXh0RCrTW7royF3UlHxlpHvJ+Tv7zppa3zQgbjb480OB5B/Hr6wiiOKZFuhZhw6aNlF1jfVvDNE38Lgkh9aBggxCP6G8YKxZsmBzMlU6QFr8JJdgo/Bz1kMQJkkSIsOEjD33BKJHLj+jMq/7a18ImL9goMJiLDqkmb6ywPRSzdMw33RCJ+bBsw97rPf/ZE1pfNomwkRdsdOGZO7QLs01jseNZParbkf0hdeix0kQ0E+K3Zri0I6PyuzgNOAg2VAeVMef6Bp2ZfWHthOdTsOGSrotDm0EeGnVMLxNsCO0ztiy/dXmkt+870HhbC9xGtFsZCDZ8zb9GaQoijTqCjbb6hS9nilCCDZP5wlMTDFPvVfuq3OdG5jTh3o0KNgKMfSqNOwkJgo0eVKfSlg4GOhhhQ66KAP3CQLAh7kMaJvj83UXBhqex0DofAfY3gEOEjTKnjLRePI5lUvE1wYa2NvZ1QDgUIwCIkaD4JSjV80O4dZIf25PL3JcKgOMEiPt9jMyhUn48zqdqY1AFhwYRNoxsUk5CKWVujfpIK8ZNsFEcYSNJZHt/cAKNTd7TaUDUor9AypNIR8K2PNJa2tOeBJDXssEFG4IAJYTd2ZW0/NNjETbqP0OJSLu+WpzpZb1W9sKwFlHXCurfeSfYUNdBjLBRiHQuO4k2e5VJzz/R0Z1Hw5/TeSHQOivI2XVgupAHn5jMj6W2AQu6UndttbtJLX9wJD+nIL43SnmjZoUJvs4QbbH3vZm/go2u7AG6JiJpy0/ENE3tug7UFyHzCQo2CPFJyaa5UrBh4OCfv046vA6zsKtwJmpAsKFH2FDT0fMjGQb1tHwtbKo3Mi7OdiEOxdR0NKFBIi+0bA+Xwzsbhj0I1CJsGAo2EI1/X/a5Ks3S67sg2FDfROMq2DBxyrE95QwtbnMxkjZwkG3W7hycoVoSbJS9aaBzhi4D2tqIO6e7Bwo2RGN4aMFGaAdpy2uMoWCjVh7KftNkv6BgY0SQepcOhLXvG57TJKestgQbAdZHnRFsRHZtOQiTJNgIIWSaZ4INfRixrBcKNkZMkmAje+gJfL310FawkY8kUptEEWwkieAcUD0/BFsneZqb5PyZ2HaGdRQP543sMj82wlKUxqBFN+iCYCPnVDfVG9VTbeJiwUZoG2QpkyLYaKCO9AjIDQo2jBw4i8s/sYINg/KEsDu7kgk2xm9e/WOHZ540LdgI6EhXBwo2SIp0LjuJNnuVSc8/0Yml+avLY1MgYUmQs+vAdCEPPqFgo7l2N6nlD4+wzgwgYsvKGwFR1F6EDQo2mqOLe4Cu5aktPxHTNLs3ZhEyf6BggxCPaAdWRoKF6oPosYnPwkG+0QgbGAo24tRr3aT8tlkQnOhzdaLVha0AwT5Tww8tCjYs356nppOPDCGf99odLgd3Ngz85hNZHJS/btTXomgk2ujEM7esI+tNoybYcHwGwlttREcpCjYMbmHQjlycodqKsFFSrkncNLa1EXdOl4KN0UUUbBRDwUatPJT9psl+QcHGiCD1Lvbx6n1eOASnLAo2HG5YXB7V2bAzgo1+tZNZ6Gy0J9gYfB7bD6jO6B0XbLiNU8IYRMGGt3v1DZw4bdLUImwM/mut9PO0HmEjwSDCRpFzgMH8EGydFFqwYVQ2pY7iWHnkdvv8WqiCDdU21q9+DkZ2K08RNgBPgg0pkkabznyTItgIbKcFgEiz8QcWbNgKUCTxs6c9CdCwYENo86Jgw5Pd2ZW0/FP5CBsOohuRRBjLpcu9rNco2GgT7Rn6Eq7OI+ZbVGyVSc8/0ZlIwUYgYWyYs+uwdCEPPqFgo7l2N6nlD05eGBwwkpuTT4YjYl/Thlf/+bD2vQEFG6HpWp5sbf++zC2mY1HnxixC5hEUbBDik1g2VFdG2Kgh2FDf3uPNCVlCvW/RoVsTETa0qAeyUaVRp0SDjYyLs531oZjlAUFesGFdX5Zt2Hu95z97olaEDRS38/aeef12YbZpVNL0GWEDxeOa/Sln8Xjsb6x0OYwObwh2aUdtOTRRsBF4vvKZLgUbo4tCCDYCjBGNtzUKNgbX9O3rtAv9goKNEWHqvfpwOPLlmG6K5JTVpGAj8PqoVcGGUjZG2CjOhlwVDutVgxsb7Qfms2BD2le2Kdjw9Myt8zFJETYC2EPairCRQImwgRiFzgEGTsHB1kmenNCNbGoVL+OIE0PBhpOtIp+UsjaJ1P7YgQgbuTSnp+ZqJaOnKUTYmFDBhrbOCL0ebqCOWouwYSvYEAQO802wkVjWURP7WW8RNgyuj7QIG4HLL50/BRJH2bInCjYYYaOARP+svkhvEm32KpOef6ITS+vvLo9NgdZZQc6uA9OFPPiEgo3m2t2klj84WTsKLwx288lwgxE22qGLe4Cu5aktPxHTNDs3ZhEyj6BggxCPaOGP8xN8wZv3pYO58omv+vA6NYZljvhF97al8qAqQhIno5cLmZTfFvFkQzaQB1/Y5A3m0bhgxcXZLsShmJpOFA0jQ1Tcw+hw2WSDo/3UZVEX1pBmG2Ejbd9pXXbimQc4ONPKqzoVugo2TJxyAkbYSJ+f1TjlYiT15PRRfgvLdmT7Ju8uCDZyEZQmcdPY1kbcOd0AzvjS/BD6WUp5KMtHoxE2PI0Rjbc1CjZq5aH0N97WUNVQsDEiyHgkHg7nPBx837eMLgg2Aq+PuhJhowe7thyESRJsuKxXDW6cHYpFJbYTCjYsk3Qcvzw9c+t8TJJgA9LYWR+p+OnUNCbY8HZAOLC9JMAwwkbRS2Cqyxtu/+DH9iTnrzr91NacJIaCDZ8OXWpjiNQydFCw0WtIsNG0g/SkRNhowOFRD5rQoGDDITpDE4KNBPk5wgfF5dfL4N/u7Eom2MhH2LAVbBg9c3W8q46m5We9lq5XuxlhI1tOR/r3QCrKHH7uSL5t0dZjFGyMMdauW7LzhmDS8090xAgbHRHBFULBRqfy4BMKNpprd5Na/vDkFnLZrsv/mJjZYCnYKLzGq19fR+iaOALoXp7a8hMxTbN7YxYh8wcKNgjxieBkA0iLzmIHHentI8MvCu9RNFmmTgfZvROXSbTCmSYfYUOKMOKQB1WMIUbYyNV7+IVN+tu03L3c9yX3Mrit2fVyu6u6fCzChvB85HwUt2epzN7qveSZ+0Bva9WLVOMIGwbt398zr98uxHN/TQxmmX7pvUe/196YpzUvyaFRStNirKxjHFDzYC3YSIo/eyQR5pTcVco1cdHXMrbPo/i29v0j0duHOF9OyJ7RdiPus1y2da//WLnexaHP4G1rwQ0AQnsc+7f20a4PW9d14tC/XPLgcVj31kYM2n+C4rKVrqeLE6q83qg/qo7AWlMxrFRpjGxwjPNltDSZi7TnV1Iw9fdGAj8/TTBMvRsdDlvOy84IDtKGz8eG/Fw++ux/7NPuG8SZreyGxfskRtgozoa8XBVsJk57STWdwd+x/UAD63UjLPZoQJ16EfY0TnYbhzVmLh+JIIK0zof1/s7yXiXrrLqCDX25qY7F+XHDzzgizZuqE6ZeTi+3zfahmQwlKnhruIH9x60flGZQyIdlMlIbMWl3w+/jxFCw4VPQo0XYUJLtGwg2TPLhYlfIlT+NsOHUNrX+KtgFm54TAo1NdgkJn7Vritc9PtHshZESnTfEI7GdEyUbpKc9CSDv0STxhhNCu9PKYDk+Bhun1XsMyz8WYcPsEEb5XH19ZHk24dYfh9dnc2Skf98yUoQNyR7idkbZHhRslGP8YqVJfPwG9kIyOSTS/NXpsSnMOiuE7Tw4XciDR7R1nGQ7l847LAfUJtZiQfLh6Zl3ZS7qSj4ysjbYQISN1Mck9V+LfPiv2d0bkPtdiHwYnW/m68WLX183aPw8xoAQ510umOwTQ7RT0zS7MncQMh+hYIMQj5RF2Kg++BcOosfmPcmYoH6daPf0olCW3nKYliHqIUkUwUZuYveRB+0NbpoTfckBgcn5pdOh1Uiwov2VNtmWG0ujRZBLhI28YENyUBSdogWDlmSQ93VYGOCNkhp9Jc0ywUZS3Nekw8xGn3nACBtRL9LS9BthQ2prtqecxW2kqD+WPj8RF9FQ+Df3GDm8q8/Q9k3eDqfO0jhgG2Fj8IWapQncNBrMReGcj5SPtuk6OdYU31dc+wR+lKV9RXg+thE27Os6wCGMQR68CmV8tRGD9m/0dhxPwhqzObp4fDStUykfTQqZfBktQ0XYMHmenpqg21hpkqi4pm14TpOcspqMsBHoADpL0eAQ1O8NixthL7Ibm4KQv6/geNtkNuTpVNgPuFRdwbMptZ1MUIQN63qRnA3bjLCh5CNy6C/W9eLyFvuS9UFfiERQmaa4Ts6vV/2MI9K8qTlhhpgTU8FGkr59u8jLs9q2Ec7pwc/LQoxsasLcl9qa42SYTvZzA3uRz5drROo8KuW1el0jpe8aYWOq16+VjJ6matdXx5/wNhwRpygkajr1s2A2rod3eIyEeSrMNG1ZeULb97YnQW6PFni9Loq5taV7fcFCKDtPWv6pOhE2HDqMNCbq1zisjwzOn9okLVpesKENXx17k20t1CGoP6FlCMjYS3AkB+NJsdkr+DvTJF0gFuevDvfrQMISlxdMttUXupAHn4hnTuo1wlrcJcLGJAkWfD3zrsxFXcnHKBPDPOTXmQEaSRD/NUMkkXvoMzeT591mvYQmyMsFHMiPIV3Yl9i0kbJrrO9rcuag2SDR6txByHyEgg1CfKJZ4QXBhujsLjiYjTkPmv/G78JOKJuivE5igwgbngQb+tvN8k7HTS5sBOW5ZbQJCVunaxOjUi3BhpgP4QDHoMzeBEQhVP5SWxu7rrqvBX/mJoINy3bRuGDDYFyzPqQOPVa6tMHA7XeQrO2BuqVTsYtDk2RgrCHYCDK+NIitE57Pcjml6+I0YpCHRh3TpfuWvBnOVrBhXZ4AY0TjbS1wG9Fu5Smcsbc60kQaxb+tk48m+4UvZ4pQgg2T+cJTEwxT71IflwTyjcxpxfduVLAReH3UuJOQYBvowa4tB6GDETbEqgjRLwrEdPNFsGFfL0K/a1OwYbI3DJGPAPsboH6EDSnNcUO+n/YpFV8VbAQ5IBzmPwYQJ0lxhA0x2ob6daB1kqe5ycimVmHbiePhvJFd5mAvMkWLsFE9LlrP604LNv366d5cvWRUEqW/Gq3XGiDQ2OQ9nQbqSPfBH9ltg0zT1uUpvt7XngSQ17JB1rhC+fUy2NVRk85QYxE2TOrF8plrETaSanGmn/VaNwUbUoSN+SbY0OyCjLAxxnyz2atMev6JTtyVNZ4Vwt7IkSBn14HpQh58Egs2WBXxPNVBsNFm3bXV7ia1/OEZtqMGhMFOPhmO+DpDtMXa9wbzV7DRhT1APg9dyFNbfiJmdh75N4QQdyjYIMQnJQ7SxYsrs4No+Q1l5QvKYBE2ivIQDQUbcVRwjac8SAeF+cVU1ODCJv+GIxRE2HAwTppdX/+AxFmwYSk68l7vAEK8+aTzgg0jA53/gzOtvKEEG5IjlvUpZ+Cxcj4INlycoSjY8EJbG3HndPcEwUZJWwsu2LAcv01ovK1RsDG4psYbk7rQL7om2Bh7882kCzbEPq6srRqPsCE4ZTUp2Agw9qnk3+gU/E18cfGznVLeUE7BRvFnDU/O+9KN5f2AkNGGCT5/S/vqViNs+Hnm1vmYFMFGrbeGV2Mt2Oh7GkPT6BEAYiTFzgEG++dg6yRPtidbm5r2WyXCRhzHyJYIkh0mkGBDt7UWOyeL87pUd07RI/Trp6c8CDa0/toRZz5fY1OIyJj6Rco/wtSRuj6OQgs2bNelQvnns2Ajsnzmofezatmn83OlUZu07eclZ1NFV/tYr429+bi9NarKniDYGLNJULAxxnyz2atMev6JTizNX10emwKtRcOcXYelC3nwiZFdXDsnL/6tCV2pu7ba3aSWPzhZO5L9nPzdysEnwxEKNtqha3sACjbq39fnvQkhAyjYIMQj2oGViWDB0Pkg+3eSQDIGe3NCltDKU5CHKBdhI4BgwyTCRv6/BV/YSAbzJgUblsYaNZ15IdgIsmnsuGDDpPwO7cJs06g4FboKNkyccroWYcPprTbhD7JdDtTbcmiiYKO5jbhzuhRsjP5D6AgbnsaIxtsaBRvj1yQwcpTqQr/ommAjPz9MvGDD6HDYcl52pQuCjcCOfvn8Bw/DLUTYUNfNnRFs9KvfChw6G3JVBOgXJoINdbzeUwQblusbOUnHcdPTWGidj0CCjb7BW7er0lS7wZghvyXBRuztgDAn2ChyDjCYH8Ktk/zYnpzmvuFDiJOcYEOcxzzOp8KLc4wEGyY2KY+Cjalev1YyepqSXT+8DUfE09jkku0Qtuk69NQ2H3UswoaBwGGiBBtS9L1YuCa0YMEAtexT4zevTsDymUeW44KX9VrJC8PaZI8QbORthL6Eq/OI+WazV5n0/BMdMcJGR0RwhVCw0ak8+MRWsCGeURnQlbprq91NavmD06Aw2M0nww0KNtqha3sACjbq39fnvQkhAyjYIMQnJZvmSsFGyUH06N/5SbB8Qel3YSeUTVFeJ7Ei2DCKMGKH7ESfu1eTgg0pVGDFszG9b4hDMS2dCG6CDYsoBuXp2BL2IDBRnJainlAnSZJ1yT1SsCE4ntXCRLzWNcGGi5G0gYNss3ZnUO8SFGx4oa2NuHO681SwASBz0Cxra40KNkI7SFteYwwFG8XXGD3+9vsFBRsjgtS71MfVtVWbgg0UP5NGBRsB1keNG+QFwcZUFwUbExJhI7Jdrxrc2Gg/sKcINroQYSMnbIxqRKqqnY9JibAxdqWf9mkdYcPb3DS4QZxAjrBhYP8Jtk7yNDcZ2dSksiUjIUIcx8pP/NgIS5EiHQt9xLZsbgs2/frpnocIG4nSXw3Wa40QaGzyn074OtKDJjQo2HCIzjCxgg0DAUoIu7MLpRE2bAUbBs9cW6MEL3+avvzCsDbZEwUbjLAxznyz2atMev6JjijY6PLYFEhYEuTsOjBdyINPKNhort11ofyqX0mb+dAZtqOSF9P6wsknwxEKNtqha3sACjbq39fnvQkhAyjYIMQjieCUAQBRVLS4Kr5enPzyiwbpN8OP2cKu8N6WCAaBzJkoigbpSxE2fORBj7st5E13sA++sFEEK8O7j+XJxThpfShm+UanKIq0Ey/r+rJwigegvak0RHv0htLWeoJgQ3ux27B9jx5/B565ZR1ZbRqjgIINyUHRRbBRJW6LaoyVvgQbAPKOST4wakeGosFCfL3lUXvEdu0UGI0p3TR0VdPWRtw53RDO+ML8EPpZjqWfFH8vGsMp2CiGgo3Ca1zy4W0NZQAFGyOCjEdiH08KPzczpwlOWRRsONyweJ3Vi1Snt5YOBSZUsFFmM6l74yyddDtXtB+Yz4INycG2NcFG/r71n7l1PgK9xT64YMPTWCYVP11+hBJspGKEBEPBBgpeApMIc4WaTqj9Q2jBhkn6w+8TALG675XsML7m07yAyiXCRkX0kLHPRvnTr5+e8iDY0PqravvO7xkbtDdMimAjtJ0W+ecQWLBhK0CRxM+e9iRAyb5XaY+tCTZCR5gwQBNsjP9XkxRGH43qUR3vqqNpeVkfZecP3RRsZNmL9O+B7jlr2ZJ/ZhRsjFNm/+qCk6wLk55/ohNL81enx6Yw+Qxzdh2WLuTBJxRsNNfuOlH+/LayC204a0eR/rdBwUboINjAhAk2fPjUdYSu7QEo2Kh/X5/3JoQMoGCDEI9EgpMNYBJhIyn8qP0mL0woukb9nNlwfSx41fypCaUW2VyEjTERhYc8KPeNygQb6k9CL2zSPOUN5oKTleR4JyZvcn0iPRvpcmFDBIjPR8yHcHBuYpB1q3fh8N4XuTSTglM1Nf+mETas36zt9MzrtYvy+w7+DMqpXOMq2NAqpvjQsdBrpBRz41a9txYU59mMfPoh2rBJ8sVtxGRssn8e6uX1x0R5fpTv0WWsN+KeyjWWjm2yUt+0zojysaWDvHxdpPfL3zdKRnNlYju+Ws4D+pji3/gizvW240DpDf20EZP2rz6PRFhPGxn/DQQRRv1RdQSuMTaZiJdCj3G+DKnis1GvMWh3+e+NBH6+hqkg9S4ctGpiWGE9FArJKd7nuJAlJHwOMPZpt823o9AG+aS4oL0uRtjoVzuZhc6G3LyU9uhLyKS168Hf0v1Ai+tKmz0aUKNexL29S/0Kn43Q22ZSJK6pkQ+j3zqUX5srcoXuC47t1dkpXq9HUf5CT2I6Yd5UnTCD9Ith/mMMi1gVYUNcyOb+6a3fuuz7lVTEtbhJhxl8HyfDeSMxu36AQ/vIzRVq2zMSbOidsPoets8sd/1Ur18rGT1NpVzqumws0QbnBU9jk0uWzdaDBs/bEXX409fKAW4miqoNri9YZwCOe5KSdawk3nCjuC/rZbB85i7rFQPU+XdqbK60fIYGzzyyPJtw64/ZgjW9e92EgiBF2NCGLwPbQJcZc1bqT14ZgpNfi7VkzwpBky9QIeGR7fodfrYGAvZ66arJ+rGdh6YLefCJto4z2Otq5bdts4HXYqHy4euZd2EuGltPdGFOzITBDURyS4ub04YA4etC7S96pCUUf/Z1XyOfn+Ffr3593SDIywUcyI+bXeiDRvvEEO3UIE3Jf4IQ4gcKNgjxSCIc7ADS4qp4kz022UmHcZIzjZMTsoB6UFX4prsekABJXGww9pEH9UBQf6N//l7Vi19ddFA7SxgdfuY3MsXpW28sjTau9d5olVdql95DzEfxYYZUv74OC/Ufh1D55w6fC9qRWsaxviYcZjb6zENG2OgFjLAh1ZftKadkxCzoj7Xe5uAiGiqJluQLI4d3bVy3baf1T50lA0WtCBupc/2EbhqN5qIQhtSSQzQjXBxrhPvKwsDayVvnQft37r6qYMM6wob1POD/EMZajODJEbbw31ZpKR+FPJm8HcdWMOnUH0vq2vatUSaiphA4Hf4ohIqwYWJI9TRMBRqDhX2MwZvUwlGcp2YjbPgf+1Ty+Q9ukBca4ZT6hvK2DgXy920pwobRclLdc0nCblvi8XRK9wOTFGHDul4E58TWImzkF2DCIaptPmwF6dZv+i++L+AnwgYwWouOG/L9jCPSvKk5YQaYE9N1RoxhhI2Cl6BIokItHdGO6ppBTwsK0S5mULahrTmOh205+3n1Pt8tz7k2qL04R7q3cr2J87OTN7t+vZcIG8mov2o2kgZsOCIuETY87att7UuhNvHqM1HbV5Bp2npdqi0cRp+8DSGJ+O8gby0VxdzqRXbPPLSTXGmEDeuIGW7jUXXyde3IDTjS1SB9nHnBxnyKsJFv4oywMU7pWiyEXaVB/J1pki6gjkHRJEbY8NgIXV4w2VZf6EIefGLizKyVWZhbje7VAcFCnXx4e+YdmIu6eY49zENmiymwyfi6k+C/pv63UEgi9+BnbgbtLohfX0cI83KB+nQxwoZNGym7xvq2lmcOQDeeISHzCQo2CPGJdkJQLNgwOZiTnQfzi4bi34QWbBQ6ghtG2Agi2MjfK7JbYHipl7GNTPmzMb2v9aGYwcIy3z7Uz9b1ZdCGXcovYllm++R1wUZS8NZZNf+mETaafeb12kXZffW2E0iwIfQd+0PqYsOrt7HSUhAj/7bg3x5waUdG5XdxGpAMjC6CjRpO0V3A2gkvwEa8VrouDm3CfYPMFZZ5UP8tOckBQGzpWGRfHv9zXKNtLV8ngZ0+fYUz9lZHBY7APvLRZL/w5UxhK9hIkBQa/fLzg8l84WmYClTvFfuq3OdG5jRhTdCoYCPwQXnjBnnBNtDrqU58LR0K5O/bkmDDrJ86rFcNbmy0H5gkwUZtB0AgtzC3S8dXfvL7Kodnbp2PAPsboAHBhqexTCq+KtgIMiemETYSII6SYidUg713sP2gy75fS8bAplbxMo44gR5hQ7TD+MnzeISN6nHRel53Ekrp10/3/Ao2dM/08DYcEU9jk5s93r9tug49TRE0stOGmaYtyyOtpT3tScrWsU0KNrQy1DyPyH/2hSbYyEfYMBJU2JUnshR4eFmvlZw/tYkUYWM+CTbyz4yCjXFE+2onnVPtaNIeR8Kjv1ndbixvjUDrrCBn14HpQh58YjI/SmV2Emy0WHdttbsulL+T59gNCoMlG6z630Lh6wzRFnvfm/kr2Ig7sHfpomCjC34iJvf1eW9CyAAKNgjxScmmuVKwUeKUM/q3fFjmzQlZQjpETA0aDQg2VCuv7iBuVi8q3hY2eYP58G+VgzgAw7MC/4di+fahfraur7YEG6HffJJ/k3M+4gb0/HdSsBHg4ExrO+qbaHouzxIwcsSyPeW0aJv1xkqXNpi/PpzhI/85d1FhHpp0aNIMjBRs1L7G5b610t3TBRuWDo3W5fHkGGabB2/1TsHG6BroniIu+WiyX7Ql2ABQGNFj3gk2xH1V8V6nkTmtC4KNAGOfSquCDeVeU5F6SUuHApMk2NCek/95arSdlyMm7jGCjcTPwOktP3AbC63zEcgpmoKNctLIBTEwiLCBCsGGgROLz/z5sj3Z2tRyPx7kJMkJNuSbVadpwphgQx07x21kg+8ty+ZTsOEjwobWX8vy3+C84FJHnpZWZn0/sJ0WyO2slDVqiNvZrkvnm2BDaDxqGWzfSh56P1sq2LAV3Rg882bLny1Y9b8dcDACKNggA+abzV6lSXscCU8srlE73K8p2OhUHnxiLdgwiMgh0ZW6a6vddaH8nZwTBT+nkH4LFGwUXzPvBRsd2ANQsFH/vj7vTQgZQMEGIT5xEWxITsrqvw0Pr8Ms7IodJUbf5wQbJhFGLNEibPSEekTDgg2l/MOMjeXJxdnOxem6Kk0vgg2DNwEHcTYMZKAaJTkPImzUbBdl99XajpJ+z1WwYSIccBFshI6wYdsG89cHfFNF/rOO2RxU/FNPDk2qgZGCjdrXuNy3Vrp7umDD0qHRujwB5rhG2xoFG6NrKNioTMfESDqvBRvCZ0n8HQ7BKastwUaAtVFXImwAwFTmxNTSoUD+vgV7naazYSTYsF2vGtxY3g8IGW2Y8PO3YOehYMPbvfpJvf4lrUV7eSdUT4forUXYwKB+YgwFG4XOAdXzQ7D9oKe5ycimJpUtFWzEGET6yy5zsBeZoK1plUeDcZvZ6Hs1T7Ldtuge9uNOfm7t10tGRe2v2rosf12D80IA24st9rbpBHC4n4QaYSNC4Agb1v1IWEt72pMwwkY1atmnxm9enYBleVqJsNHAm4/rsEcKNvqTV4bQzDebvUqT9jgSnlhb44W1Q/nD7qzXlCBn14HpQh58YivYgDC3mtCVumur3XWh/N2cE4ftqAFhsGSDVf9bKCjYaIeu7QEo2ChOEyi2GXVzzCJk/kDBBiEeSbSD2NxBc+Hiysz5IPv3mAik3IkrWIQN1aChKK+TOEESNxNho1cm2BDqRcXbwiavPC8ISe3ibOfidF2V5kRH2Aj85pPOCzaMDHT+D860tpNLM3Hzhiz8rBuibE85zdums2DDtg12RbBhIpSR8OQ0oAcqsGun6r8nddPYmY24bbp7umBD/Q8hBBsBDosabWsUbIyuoWCjMp09UrAh9nHl854YYSPwQXm7ETb0Zzg9lV7S0qHAhEbY8CZkUsfpxGA/MJ8FG9IY1JZgo0b0VG/5CLC/ARhho5JUjJDkBBui46yBE0uA/JXd2ywZO5ua/uOhECGBHmEjEsroy16mv0pf/m/arYV5XcqHzwgbPQ8RNpJRf1WdsceEUhMo2AgeYWOsTvyvXyPtc2DBhu261EDgMO8EG5bOo6H3s6URNow6gO0zl8Y74XIf67UG3nxchz1SsMEIG2PMN5u9SpP2OBIePcKG7GfQKQK94CTM2XVYupAHn1hH2FA+U7AR9r4h6OScmBcGF0U99XarYhus+t9CQcFGO3RtD0DBRnGaUrqdHLMImUdQsEGIT0qcMpDpGCQDgDLRJtLkJx9+aBN1zukgu7fT260S4XOapwhJnIz+S36B4yEPSS7NzEG85FAo/MJm+NvMYB7p35fcy6Qu9PYiXSQ9G+n64V/9pKs0T3I+ituzfBgtpGmLZFTzxVgfLBdspPUXRRWCjRDPXEqzbrsouTzLf1RwkafxRXXK0Ycay2duY9xK+0LROC3foPJeRr8t/Lc7aluT253QjkyyY/s8xNta9o/8NcN/jj2zCdkz2m7EfZVrbJNt/QyV610c+oR216jxdGwoKz5QVAUbSaT9oPoWlvOAtD50wSgPltOGfLPcjz05fVbOTWWfTdqRwRrFqD+WCDaM6lXKh6/nY4AvQ6rJGJ/kClP4Jpfcd0YCPz/DVJAxWHSkVDKtv7HV033LkMSz6p7G13gktYsAY59231yawQ3yJU5c012LsNEBwYY8PY6LKwDXvWQy9jHdxxXui0PsN02x2aOhTr1I+4H6ZbZd3+s/zgs21P9kl5b9OqB++cvWWXUFG9LzDvWmf2neTL8fE2z42pcM858gLXLRS2Cqn41sR3XOoZpo/VTENmLUybM/cZIYTJF+8pyPsKHdwSTChokDnItdIZer6am5eslo+VH6q5Ln8QO0BucFl7HJ1s4jJiR8Fi+Ct7FJRTNjR+r6wPut7Nelgp3a156kzLEkxHpdeui6jsturPG2jjNIf3r8PxokYPfMI4O5SU/epT+mP0h7QepI1+IaVSFtF9lyOltPj65xWh92AAo2qpHWYpNqs9cwsBeSycF6Ld4JPK3v86kGsJ0Hpwt58Ii2pjPY67rMp6HXYsHy4emZB7Hxu+ShxXxoJMJCLsTLUoWX5gz+o/fbFd4bkPtdiDWqzfmmX7++bqDuTzshjsivVzvQCU3O7kO0U8nfpuy7+TDvEtIlKNggxCvqJJU7aC5Sw469Zb3YiJX92zbCRhQ+wkZWznyEDaMII7ZZyB0IZgsJs3rR0/K0Mc3qQjaYi8773t4cYPd2jbxSW/1sXV8Gb+h3Kb+M3Vu8bGGEjfJ2UBhho6COjNHenCvkw/a1dAZv43V6a4HLW20YYaPwMyNsBJ6vhDRrpbunR9hQPUVCRNgI8NasRtsaI2yMrrGMsFHmbNhkv2CEjRFB6t3greGaE1ojc1pxPhqNsBHojYEprUbYyFm3p7om2HBZx3vKRmsRNjJzRn4/IGS0YYLP312LsDEm2KiflnU+Ar3Fvi84tluliZIIG57sIVURNqIo1Fokzv7fKMKGwYsZvObP09zkNPepUUhsI2z4EmzkQ0zYRtgwEWw4RtiY6vVrJaOnWRw5O1RkGyNc6kh7BC72eFv7UsG/PaA5yIeOsGHdj4S1tKc9SScjbFjWUej9rFr2qToRNizLE5WcAxYn72F9NPbCsPbWqCp7YoSNpD8ZducmmW82e5Um7XEkPPoYFNYO5Q0pz87Jhji7DksX8uAT2wgbEOZWE7pSd221uy6Uv5tzYtqOGoywkfqvKW9paeu8K3S7sPK98enX1xG6tgfoeoQNaYpvy0+km2MWIfOHVgUbn/3sZxFFkfa/ww8/XLtm6dKleO9734sDDzwQ+++/P97+9rdj9erVpen+1V/9FV7/+tdjn332wdFHH41PfvKT2LVrV8iiEAIAegSIMXHFcHFV9tb79M1y+ckv/U3OiUt6E72TE7KE4CiR3TjqIUkSJEkm+9Xz6ls0AowcxA3rRf+x8tFFiTpmMB/81ZxJDN4gLiZv8qaBmgckVoINKR9SpAuhfrUFpVO9C3nwxJhgo+geShbG3gYgdPNGn3mAgzO97eT6Y01HlAFqfxEcsaxfS1d8cFbUH8fGSqO2KTvh2f226N/u2B+oW272HF4TqD9XNRm7dqr9e2w6nZBNo8FcFOLNN85voHV6E6qajpAHX3O0AeKBYsl9bQUb9m8BCjDHGeQhmGDD11u6HQQbZi9FrV6jmM3R6veWgg1pD5DPX+AxTntLq8PzCyXYMMmTr2EqzNvHxIVi8dVNzGnC25sbFWxYOj3Zks9/8DcolQg2pqeG37b1pqz8fVuKsGG2nBTahUvVFQwQpfuBCRJsWNeL9DbptgQbuQJoL+NwiHphHUHQdn9T8qazuhE2RMFG3gnV0zgizZuqE2bIOTFGusbuad8Pb6bmtDiVkjWUGy77/uKfija1ipdxxMmwXNnPpfz4yrPyvKPcmlZas2jRwgzy4TLW5vIw3ZurlYye5qi/qqblMd/vJp2kPY1NTk2hjmAjwDpLPchUneXDTNOWe3LBTh1iT5L/d5OCDT0bdmON03rFALXs4xE2LO3IJoINy7MJLxHRovCOdHVQo3Gpf+eVYCPXBxlhYxz5TLv8uknA25km6QTqGKSN5R0RwRUincO7JJmP3OfJdh6aLuTBJyZvn5fK7CLYaPOl8iHObIzu24UII12cE5PcOjMKF8lN8l9T/1soxAiFoQUbBu0uiF9fRzCJItQkXRRsNHp2L6QppTv2XfuPkJB5xZjtqmlOOukkXH/99dm/p6amss9PPfUUzj33XHz4wx/G5z73ORx44IFYunQp9t57bzG9f/qnf8If/MEf4Gtf+xrOPvtsPPHEE/jQhz4EAPjf//t/BysHIQCgvYlLEmyIB3PAwCAwVTJB5tIU3jYYZmEnGOGVhXwSq4INg/JbMuZEn/3brF5GWa5egJhTLNjQHMSFRZS3NwcEFmzkDTf6NcIBjkGZvbXHEIvpvGNggRhBzX/jETa6INiQBFR1EAyOuqrc8pBaOlz0NVa6vLWygTcPmrW7YiGeUfkDvIGWETa6tREvhRE2RoSOsOHpsKjRttaRCBu2b5T1VkcuETZK+maT/YIRNkYEqXeDt4Y3HmFDGHcYYcPlhnJ5prsWYaMlwYZthA1pj+1yY3E/kBRf3zTB52+p3zHChrd7eRdsjF9YK/08VRE2er38Ps7vnBgnkCNsGNh/gu0HPc1Nchsxt+3ECRCr9rlxFcF4Oi7tQx0r84IN4YUdetnK7N/j93AWbEx5EGxo/XWU0LhQqsF5wVOEDZdtpa19aXhh/RsK9LQ35zQYYcOo8or73cRG2DCIGBJZ2uZD72c1wUadPmv5zCNLgYef9VHeka69NarKnhhhg4KNceabzV6lSXscCQ8jbKRp5m/h6ew6MF3Ig08YYaO5dteF8ndzThy2oxI/J19INlj1v4ViIiJszHPBRhf2AF0UbHTZT6SbYxYh84fWBRvT09NjUTVS/vAP/xCLFi3CX/zFX2TfHX/88aXp3XnnnTjnnHPwy7/8ywCAY489Fh/4wAdwzz33+Ms0IRIlh2LFi6viwwxx8htLs9yJq4kIG6PPOcFGXkThIw95J/oswoZZvUjf+amXFgUblidw+fahfi68R5nhxsCBJoizYQgDlZZ8ThxUIEZQ818WprC1Z25ZR9abRl+CjXyEHMkRy0WwUdE291jBhosDnC+HJvWNMBRs1L7G5b610qVgY0RowUZoB2nLa4zoiGAjxPxrlCYFG1bpULAhfHZwUq6H4GRGwYbDDdX09WeYRtigYKP4s0ZSXI++5qnR+ydK9gPzWbAhvZiDgo3a98pvvYMLNjzZQ2wFG77ejJe+2TBGTrAhOU/NN8GGxcs44ng4b6SXRUIZQwg28ooFk+eQxIqoRMiH04JNv957hA1lTAwllDIigO3FFnv7EhDCVhtpn5U1aojHYduPJPGzpz1J44INofx6GfzbnV1wj7Bh98w1wUbo8qf5GXvzcXtrVBUKNggw/2z2Kk3a40h4xAgbnR6bwp4VFP276jdt9YUu5MEntoIN9TMFG2HvG4JOzon5dWbASG6ST4b630IxiYINJIN9fBTl1eiTQ9f2ABRsFKcppdvJMYuQeUTrgo3ly5fjiCOOwMKFC3HmmWfiT//0T3H88ccjjmNceeWV+C//5b/g0ksvxYMPPojjjjsOn/rUp/BzP/dzYnrnnnsuvvWtb+Gee+7B2972Njz99NNYvHgxPvjBD4q/2b17N3bv3p39e+vWrQCA2dlZzM7OeisrmV+kbUNtI3F/dLCTJDHmlP/WHzozJ3GS/SaandE64ezsbiDuYXa33u5mdw/b4uxuLFC+Vw+vZ2dG7TWdLOf6c4Pvhuu4uZm52m16Ku5nB1SJEkkkGS5k+nGC/lwfydCLMY776Kt1M7TQxv24dh7m5vTfzezehWSvhaX1MrN7Zux+/VndsdxHvczFMZLZWfTiBFMAEsUi3Z/rZ+n35/qF30uoeZXqLpobtaN8uysibV9RLxq1xeHiP2trCnkDtNrWppM4OzCbm5tBMvxedT7qz47KGfeLv7el159FGo8p39Z8MDc7o/17dvfusbzO7B5co9ZjWhlF/REwa2tqHc3NFl8/1Z/L+mPcnyssfy+es6qjudnR+BXHxW1tbmZ4TTR43ur4NbN7FzC7b+k9Ckn6Wv9VjY9aW4tHba0/O4u4ojzqmKUdLs7FY/0xSQbjss04pbZBk36nEs0VjP1Tftuw1u6kdiTUkcnY1JtT2lffrg9m7SiXT6ndqeTnx3SMT/tjdt3MZKzhtH4ntLt8ffkol2t92fZHCWlOVL/P10vR+suF2ZniNVe+rUmCjbmZ0dwnoc6JUn9UUftmvz9Xu35V1LYmtSO1Lpza2m59XWZSRxImc2JfEVlma1/Yr7l89cdoRlmX5QQbRetSlbE9gLCeCD3GzSl7mn5cf702Mzcaa+KkuE5ncmuu3TO7MZubE9W9evrvyvVUPI10YTYzM4fZ2XrGRG3tatCOTJDWEFF/1HbyTsqh5zSTNf3snJ92J43xodf3u2dz7Wimuh25MN3vZ3WaKPULAFPDQX5urv4+1AV1nALc5nIX1H46O9vH7Oz4IYm+XrUb1yV6s2pbGzoSYdDPVLtNdtvYbq3vE5M1hMlcKdHrzynj0ajN5tf3Nusvda5EAszMzJgfLhravEww2Q+pTM0pe+y54j22hGq3yR9ezcyVz/0S+TVqJtjIVeXs7G7AQ/uU+mO/PwWghzie09qai21PJX1ZRirYmO3HWAC935nYvPL1NbN7BgtmF4xdZ4s2P/brr2m1uU+xSWi2nbi43cVD0U+cDMeEYRNLkBTWha2NUERZ0+cjbMzNFrdrvf2ra6jieWaqr+x7LOcidfwCgKneoI77/Rizs/VeKDId93OigEF15wUbIWw4Yp6U9YRtHWlzWb/+etJoD5S3c83sBpK9at1PQn0OUTTKk7SGcLqXpU21N6es75Xxa2YmQnoEG8cJZmfrifh2z+jr2JlhH8wLcWaEvmmLZJOYmxvMCQC0dZlkm1bRzjgM7H+2qGv9qdxcqe5vJFQ719zcrMF4r64VDc54LO0TwGjd1e/PYhqDeaA/OwvMDWzpTmO8R9I1RByn++5BO9HWE4LdZlLI22p82QbmE9KZ9qTa7FVMbKpkctCcM9UzsX47dhETvK3vFfoz+nrZpG/annGEYL71x36/en5UfTTU9b2tzd7EB6AJXHwmXPxK1LVovy+n4/v8UaWLc2Jqk+jHCeLZWURxPFh3BrDNZ3abCGN7GV82HIm+sndRzzh8tS/xvgZ+Xul+O4kGY5p6Njc7M6sJWyYNtSxzcft7gKbPh0ww2SeatCNbiuyo0cLx8+z8v9uuL0K6jpW/VcB8VHLmmWfim9/8Jk444QSsX78en//853H22Wfj0UcfxezsLLZt24Y///M/x+c//3l84QtfwNVXX433ve99uOmmm3D++ecXpvlLv/RL2LhxI84991wkSYK5uTn81m/9Fv7gD/5AzMef/dmf4XOf+9zY99deey323beG8ynZo7juuuuyz4c++yyO33/weefO7bhu8eLsv81sGExoc7NzWDz8/pD+EpytpHXN1VehH+2NHU/v0O5x4w03Yq9D98Le8SZcqnyvHl7fecedeOTFRwCM3pp14003YsHBC7Dp+U0AgCUPLsHqg1bXKufbdz2Hw4afd+zYnn2/c+c2AMDSZU9g1cr9ccTwEHnTxvW4Uyn/1gcHQqgXt7yYld+W/Z54DEcfOfr3dddcC+y7Hw7oP40LlevUern1llux99N7a+nEuUOce+6+B4/PPV4rT+ftfAEHA7jvvgewfnoKb5hZgdcD2LVzVEerV63Oyrxm9Zrs++eefa6yLtYvXZ993vbStsLrj5x7AKcPP8f9uco00/a1e2Z3du3sUAxzyy23YJ8V+2jX5+vr3rvvxbL+MgDAotmZ7AD34SVLsObRgwEA218alf+xRx/DpsWDNvjCCy9k3z/55JPYsVhv66acOPMUXjf8/MLm53FbzTYlsc/TD+OIw0b/vvWWmxEfdIh2zezmoQNllGT1uH3YN+6840785KWfANANLg/c/wCe3vvp0ntvfXFr9vmJZU9g6+KtY9ecuWs90thUa9aswpIN4+U/ZfcKHDf8/PzGDbijoo42PrIx+7xrx67CdvTiPS8O/m59EXfffSfOUf7bDdddh2S//UvvUUSUzOG9yr9VQdgD9z+AFfusAABcumMH0p78k4cfxsqK8py9cwPSJ6aOWUX9cdnyZdiyeAteeHjQPjdu2FjZj46bfQSnDD/v2rUD11q0wYP7y3Ce8u8brr8Ou3svN/69CTt37Mw+/+SRn2D94vVj17xj52akd92pjFkrV6ysLP/JTz+NNObZ8xuq25fK80uezz5rG9F+v/K+O1fu1P598003Y+HjCzH7gr74vf2227Hfxv2M89QWzy17Lvu89cWtheXfvGRz9nlmZqb2HKoyu0WvrztuuwP7bTKvr0t27EA6Uzz6yCNYUTNPzzzzTPb52XXPZmVb+/Ta7PtNGzcVllldf7mw/Ynt2r9vuOEGLHj5AuxerxtuJMHGPXfdhY079XaZZ+f20X9/9JFHsWHxhtLrz9q5HocOP69etQIPP+f+zDc8Orrn9m3bC+t0y/1bss9xHNdua3tt2YL3KP++4/bb8cLzz4vXl7HtpW3Z58eXPo4XFr8wds36jaPxbeWq0fj1zNpR+1q3bl1leZ57fNQfX9r6UnF/fHDUH2dnZguvecWjj+Lc4ee8YOOG62/AXq+UHZf6u/TDsnvuugdLdy0FMHDsTlnywBKs2n+VXBhHVq5ZmX1+bn31elXiwc0PZp9n54rr69Ftj2r/vua6a3DA9AHadxs26H3mxz/+sTZ+FDE7+1NIzR0PPLAE++9ffr3EhvWje69aucrLGHz87E9w8vDzzh3bsj3jUXNL8Nbh91EukoCP+5bxU3OzmXHooSUPYu1PBs9gu7KG+smjP8Hije75WLNytB/asH5DVrY3zCzH64ffb33xBdziucxP7XhK+/cNN96AQ/Y6RLjanXdu3Yp0Zbxr1w7so2xJp4d+bk899VTwZ1vE4ffeizOVf69dsQJLWsjHtm0XAxisPx599DEsXjy+Tzpn50a8cvh5p7qmX7m6dt29bulSnDj8vGvXYL5/dv1gHbJrzS4A0Bwq47nqPXYodu8crUceefgRPLv42bFrtrywJfv85HK7PfYpu1dme8adO3fg/2PvT4MtOa7zUPTLqn1Od2MeGvPEAQQIkCAATpg5AyTPtSTbfyzbYTtCdviPIuyQwsPTk2RZYcqyfe/19fW9z6b1XjhCvpYt2aYkSmYTJChOACESJDES8wywAXQD6Hk6w656P6qyKjMrV1VmZWZV7d35MYjee5+szJVZOaxcub5c3AK6/239HttE/zr4w4PS911f2WV8uLg9e1u2eQnRU79///fxk0M/McoHKPQdDtEmQeGmPcIe++WXrcbE68/U7+XE8RPS337yxE+w6237/nP0KVlHpSJs3Pvd7+Bw8qJ1/ioOHxbH45PYtauYM/fvvwPAOXjwwR/hnDfrNjx0sL9tT0R65BBwbuHav5Vn+N599+MTkPfYF289hI+U6bNMPx7V9vrGPd/Aylnuh/1Nm1e/ffueN2p9VbRJ3Lj+Ci7nafa8gQc0ddt8+y1gZ+Goe+z4ceC04vc81+vrF2892NleJti2bx8+V35WCRtPPv44frzRzFc8zN3aXMdqqfb+5CeP4qWnm+nv2FfbJF547jk8YSHrdesvVjYJAJilxby9b98B7Np1r3E+Ij574ihEC3ICYI7muAthw6HwiYMHcWb5+dmnn8bTFm105PARnFZ2mI0T/W0Jog2HsknsnD8m2Qi//vW7scX82mQ+JujH2by2aTz22OPYtct9HhRx3bpg83rrzU6b1zs2H8X15ef19eP4Wpn+xz++GChH5HzeX6c/sHlA+n7f/ffhrVPfatwI+sMf/RDsWXeHnluO79XaJH760w8BuBRAsY/h2Lt3D37QUTfJJnFYb5NwwZ71ep5VD73vv/972J+22yQ+v7EOvlN/7NGH8cqT7fuESzc3gW3F54MH9nfW55WX6zM5cQ9kgqeeeBzXA3hjz178cNcunJK9jjsBzLf82AhdcfTonQBOwf3334e9ew9i9+4bAFyBJ598Grt2PQsAeHtf3f7PvfAcdq2PL7cN+Nkux4F9BybR9lMC30dxfPvb38b2Z7dj65BMVLv/e/fjtP2nDSmaM/b+pNumGrE4OLFe99XNjfVK0XviicfxwrPTfLcXbtU2HIYcu77yFcDxxvVsQ+MnsdnuJ3HsSG1rMNljh8CbP6nPsY8dPbbw4/HNt+v6vPDiC9r6vPpqbUcV38GeN/dY1V/S6dfH0yFEJ+GHH34Yr5zd7re0f58fv5Ldz9dnA/vf7tbdfJ0/iuB+JRz33XsfTt0z7jk2t0k89dQzeO6FXbhk61F8GMBbb+6V/Lx84PAjhwEAR44K/k7lLQnfuOcbWDk7HGHjyJF67/LEk09Udjqxfz3/3PM4vqv9rNcWe5+odYgjR/R+XvsfLGTYv7/ol1tHat1p11d2gals9AXCK6/W4/uNN/qfM/rC6+uyXf27934Xr+zo5zvpC+I552u79efYrz33WvV5/77u+csEhx87LH3/2t1fw+w0eSe9/obsJ3Hvd+/FjldkP8KIiAgZx46Z6ymjEjY+//nalee6667DLbfcgne/+9343d/9Xfz8z/88AODnfu7n8Eu/9EsAgBtuuAH3338/vvjFL5KEjW9/+9v4rd/6Lfy7f/fvcNNNN+G5557D3//7fx8XXXQRfv3Xf137zK/8yq/gl3/5l6vvhw4dwmWXXYa77roLZ5xxhvaZiIjNzU3cc889uPPOO7GyUiiQr772zervO7Zvx9raWvX94CsH8QSeQMKS6nf2xgwQzpA++9m7gNlpeOOhN/AMnql+/8THP4Gz3nkWcOwV4Ct1enE/ftNHb8IVH78CAPBw9jAA4DN3fgannn8qfv/f/z4O4zCu/8D1uG7tOvRBeu+/B0o/tlN21AvxKaXnyTXvvQbPX3oZ5k8UQu0891ysfbyu/wsrL+AFvIAzTj9DahcbvIG3AOEM9tOf/iS2nb0T2P8Q8I36d7Fdbr/tdpz//vMhYvP4Jh7Fo9X3D3/ow7hy7cpeMqXf+GfAfuDDH/ko8os+j+QnPwCeBHacUh/xXXbJZVWd/+S//wn2o1C8Lzj/gs62uP+x+/E6CuXx1FNO1aZnrxwEflB8ThLWmSfvX9t31H30mW3PYAtbuOP2OxrttXViS26vD9ftNfujFCj3DR+4/jpc944ivxd3vIgNFIbs9179Xty8djMAYM8X9uAYikXqXe94Fz619qlWWSkkj3wbfIicffZZWPtUvz5F4c1vbwK1nQR33HYbTr1C7iOHfnoIj+NxJEk9pn/6//4pTuAEbvroTXjHJ98BAHgkfwR5eah4ww034Nq1a9EGngcAvOfK9+COtTsaadJ7/0M1Hi+79FJc/JFm/ZMHvwqUfmnn7pTHow4/fPGH2I1iU7Bt2zZtP3pm/gxexIs4++yzcdNHrwO+W//tk5/8BLbvvKDxTCeyDeBLgtzC+L3xhhur9prxk34A73/f+3BtRz9Pv/1/VO/wlFPqOevSSy6t6vanX/pT7MM+vPe978Uta7fg8cOP42W8jHPPObdzHCXPvQSUfqjbt61azWvs7XOAernApz/9KWDHxcbPm+DZbc9iqxyc77v2ffjw2ocbadI/++dA6Xu8Y3s9Z11++eX43NrnGulFJHffXX0+99zu9hLxyJuP4FUURsaEya4PXfnsfXQvnsbT1fePf+zjOOc95+Dwa4fxOGqn31tuuQWX3nypsUxj4bs/+i7eKAfzaaeepq3/I28+gldQGAxm6az3GiriyOtHmu11i3l7zbZtqz6/75prcE1Pmf7o9/4IB3AAAHDhBRdWdfva176Gt1AY/M85+xypzjr9ywW7d+7Gs3i2+v7JT3wSZ1x6BvY/vx9P4snqd5GwId5h+dGPfAT5Zz7TWsZz257DJgpj7LXXXouPrH2kNX36nX8LlHa8yy+/HJd+yP2df/+p7+M1FEadHTt2aPvRk8eexEt4qfiSd49HEntkgtitN92E/LbbiMTteGXHK1hHYRS6+qqrcevarY00/9d/+b+A0rZ02eWXYe3zhdx//F//uNK5Ljz/ws763PfQfdV4pHSuR996tBqPaZrq9bJTayO7Stj41Cc/hTMuo/eXG0c28Bgeq75/5MMfwbvuKlyFHmOPYY6C0HH99dfj/Wvvb62PC778lS8D5RnOzvN29u4Lbz/2NsrmQpIm2nxOe/k04Ln6+2c+8xnsPGWnlOall16Svt9666344Ac/2Fp2ktR3Ln/gAzdgbe36ltQ0/uv//V9xuOxgl112mZc5OHnmGeCR4rO4Z2Qv7wMeKH4XnZSBwnYSMvx1+iVWXYR9/fXX4QNXFDJtf2E7yukL11x7DdY+6l7/XX+6C2+XHWznzrp/JY/dD5Rnw2eecQbW7vSr3z/4+oMQttj4+Cc+jnec9Q6vZYiYCXPB9u3b5L+V3fOKK67w0qdswZSoNZdddBEuHkGO7dtrk+R733st1tbe20iTfut/Q6kSYIdgh7j00kt7t13yaL23XV0p9hgXX3wx1tbW8NZTb+EpPIU0rWVLWPceOxSeWX2m1unf9z58aO1DjTR7/lm9x373O9+NT659spGGQvLjrwAlT2aHwCo6+6yzeutfT28+jRdRO85+/vOfR5Kq7s4Ejr0q2bxEreujH/0o3vGJd5jlA9omQSH94herz5ddeqnVmPjOD76DPSj0n22r8ni/8qorsXabff959axXJR2V66LqSnDHHbcBZ/az84k45ZS6z1999TVYWysodF/4QjFhffSjH8a++57EERSH3KeffjrW1u5yLve+VwqaUJ4DLElw2x23A/fIe2z2yqHa5kWMx5+e/VOpvT79yU/jtIvcnQElm9cHrsN17+w3F/zBf/gDHEJxGYc4f6UPfAkoObgXnH8e1m5v5n/vS/8bgKKNVldXq/WaEfY/9sphob0cdHqRHKvoIO9979W48LPNfJ9In6jG3Wyl7lPvf9+1uPbKZvr0t36r+vyud74T77CQNXnw7srmBdSEjTPPPKt3nWdfTgHBJ7cibCgDL4QNh5Tp136t+vyeK6/Euy3qdu//WR86bFvV2/lMINpwKJsE27sD+E79/a47PwOsnt2rPArH/qD+LHQvXHvt+7C2do3XspIHv1bbVM89B2uf6LIRvlzZCLet1vPX0aOCHSHvr0+8fuR1CCYc3Hzzzbj1sluxlW1V+woA+OCHPoi1q9x1Fsom8Xu/V++xxPOh88/bibU72ss1sUm44IX9L4CbcGbKmL31lpuR72zaEkTM/jit9j3XXXcd3v+udvme+v26Lc4880zc3lGfr/zxV7CvNMKed955RvXn+tc117wXeAS48MKLsHbrGnD0RWAXbZMYGtu2FQPyjjtuw403Al/+ctE2V111NdbWiiu3/uV/+pfVud473/lOrH1mfLltcODFA3gCT1TfTztFb8M9mfHmE2/iKdTO3h+7/WPYec1OHN17FD9BTbq++eabcfntl+uymCweePaBev7a7n/+ihgWK0+vVPr96uqs+nztNe/Fez2soSHAdm8A99ff19Y+DzDDPTYBrZ/E59v9JMQ99jVXX4Ob1m5qTR8CDzz/QHWOvX3b9oUfj//7//O/o9xi44p3XIG1u5r1Ef1KRLvYznPtbPYPv/FwpdOvpCujtZ24Z/zAdR/AB9Y+0Jrel1/JN779DbxZOg2cdRa9Z/R9/iiC+5Vw3Hrrrbjko5e0PBEe6QP/A3gZeO811+Cqq9cq+8vOned0+pXY4sVtL+J5PI8zzqx9xR5JHkE+z/HpT/mx4VA45aVTqr3+VVdfhbVbivL3/tbeun+9s3//ovDnj/95pUNQZ46Vb8p5ha/FiQMnKt3pc5/7HNKVtPHMouAP/+cfVn4o551vtgcKief2PQfh2B+33X4brr+g37mhL/zRfxb8JC7Un2N/87vfxN5yg36Wg81LxEs7XsLzglHtzjvvxI6zZTKG6idx+62344IbeviCRUScRDh0qHkZN4VRCRsqTj31VFx33XV49tlnsXPnTsxmM1x7rezYes011+C+++4j8/j1X/91/I2/8Tfwd/7O3wFQGNeOHj2Kv/t3/y5+9Vd/FUnS3MBs27YN27Zta/y+srLiXRGLWD6I/SQRIjswZFL/Wd1WOALkWV7/rhxar8xSYGUFaSIrXmmaFs+k8u9iJIk0KdKI4eNWVgvZ0vK5JEkc+rRQN9b8nM5WwMCQ81v/WI5EKGtldaXKpq8MqXJAOOP1UdpRlG+Wzhrl5RuyA5SPdpnNVoCVFSAt8hFvxWVgVf5MOF4Xf6cgOmblea5PL8xrLM8689T1Bz436toLMuFfbi/hJq9Zwoo2AKoDZF6HOj3xuy2ErpBA7ms+oPa1NGnKOiudeJjwN+6IwscjIIf3FH8nYdJGQh9PGPT1t2wj0XFemqcE8LkpSRPMlHE3S3uOo/lc+aHuPFJfE8Ltpowh7SpLmY/rz83xOFsp+r3VPJWIY7l73Ekg5n6vEMZgwqh3I3Y2/ZxlgiS3G4MSSUMQIcvM5y/x+8rKSjUeq99NxtoEoLaFTmaTsWmLRjvatpfteCRArYni71S7+NLTVZ2Lr4NqG1ERNmZJ0j1+jcajVJggH3q3rwipr2VEX0vk/jibzfo5iCttZ9RGBES9lloTcybOZdD2I1udixyPicF4FNMobpWVTk8gS+XbzcR1UNQn3HRXA0hN0X/eEdsrI3RU1Yk3nTXbSB2PJvXPxHGXzPovs1L3ctBdRVA6hKjTM3m/sjJbCRz+WtTp6zEr3trrpLsLkMZmLuQptgvzs96JMOlrXpHr98+ArAqOoq8odjFbXc4XMmnPmGJFdwAl2R70Or01pPm++Mz7Q2W3Ece+gY4aCtLcT+kQLntsJn4UyiL6hIn+pdOtjA8XZ4r+lVjupUXY6l/CS09A7LEJqDqE/Md+41xtRyrCxkrqZy9JjUfeLCsrM7luDrY9EbzlMgAZy7Ey21b+TqyPxN6btKM6Q1gfU9a7rcW9hDR/iXYbwrbDl8csBzJpbSHeQdrdXkYQ9C81wkZKlC3OWeKckibEnlGoj/W+UlGL0mReZplgZaWnA1su26eS8rbPxrgLYcMhZXJoI09j1sgmMYCdS37l4lggdAgXCNVRzzj06fX6vahyZVl/3aWxHyptsPnc5xmHAAObBJNs03Z2Z8om4YJU0CHU3jBLTWwSdvO9pDcZ7JlN7FwU0rJ/JemsaOfZapnneDqqCK5DrK6uYGUFmJUmWkmfkDfWk5DbBuoYDNGHFx0N2/yC2+xFSGe0nmzzEeMhk84KDfTVKSDR6FmJm4uX6idhMjYlXd+TjdAWIc7KxgR1riFC1SHEZ63OcSfSdkZ2LumB+qNLv7PVxUL4CU5yTSybJU1Xijmw1DOD+N6UdhvRr4Yxhhy5RxuOHtLcnwTwWyJgokNUvjflXi7bJu5LZtJlGAsHT+eMvpDOQtkO+8PkHNvk7NoWlG+ElIbwyYmIiKBhpZsFlMMa6+vrePLJJ3HRRRdhdXUVH/nIR/D0009LaZ555hlcccUVZB7Hjh1rkDLSNEWe55LDT0REEIhhqJWQ1JWDjXRYovTJ8hlxsyI/I/8uGsZ5/5Y2zGWZ/N9GvlYQjRhiPXmeCZCjImw0ZPUgQ64cnOUZ/97dLvKDHd+twNuinHeqDW/dRpIM4keTtjBJL/W1TJ9GSl7kIzp9tb0ftQ3lNGJ5RLtTdXBqdylTl4z0uSt9rTFWUddR2458PLa2HVW4QfqWuUb/u3m/aCtX6jtKuXmDeGGIhvyEHGJbZgbvXGr79r6pzpVGfTPXzYOGUOscog8bvE8Qxmmzfmr5PgjZ5Cy7dTX1Wf6911ibAKi5Uk4kfPRVr4b6YZlv5tD/iXKlzybt4glUn1LLpQgbJv1frI/1+PI0P5jIQOufllDbxGUPZtD/RYdy8TPZp6iiTHQUozVaKLetjC4ZWsoLPceJzhS5wyCk3g2VhkqXKX3K5H16mqYCzcF6HUUe70Ova3qZTN6hdUlUXw4w94lQ5Q9uH2rphPxsYDQblVru1pY+3YBikMup6JwMg3naBEJh6p6u3g/013V9wmaPBvTpU6KXvp86k7qV0cO0bcf2nVu3i1hn2/oT0zqA4vbzHlDbrSJsNLh7fuYRasrivyeJUpS3danIJyv/X9vUCLsTsT5402ObGQufHfY9pC5ubtvJsrJaPBkj5PEks6TTqiRuKl/pZwM5nOZaOf0s2eqXjSSPPF6Z8m+dbsB1wdfc5CCy0T6kYefyr+OIJ37i2USQZdpaL9U3tq+tsbon499N9lL9CtTPTRKh1WSMS1m66CvdEOuuRtgweodOe5EAdiHpYeL8aci5qAW8avxYnv8rTV8B9pWDQnll2dYC1iEwKF1sUW32IvydaUZMARmlK096bqLPUPuisW/3ZTsPjCnI4BNiu1Pro1RnYm01KiuwLhZKDm/vPISN31aESa6JpQxM9XPyL5utf5JPSOeGhF4eRAaDfqe2i9g+0+gj/SG1+wQm7WD7ZwfYnt376hMm9vs+ukJERIQ5RqXj/YN/8A/wMz/zM7j88suxd+9efOELX8ChQ4fwt/7W3wIA/MN/+A/xV/7KX8HHPvYxfPKTn8Tdd9+NP/3TP8W3v/3tKo+/+Tf/Ji655BL89m//NgDgZ37mZ/Cv//W/xo033oibbroJzz33HH79138dP/uzP9u8BSMiwjdaHKT1CqfeaZd2HlTzbC7OwQgbZN0yXhjyLEfOvRgJwoqTDKqzFncQN2gX6TkXB4JmZrzQ8ofmRoZ0SDUo19bp2sSoZE3YaGsv6gDHoM5h+qMnUH1NEsGgHVU7dYh3Tta/X79oK7eVsJH5IWxIhCvJEGV7SK0nmenq2WuudOmDUyFs5N1tRMLBaYAyMALFZq/tRn+SsOFzXh8Q1k54A27EW+HiNEKUG2StsJRB/E45yQE9CBvW9bGbv01g29f49143+qttEqCPSNmbEDY8rb9GeYqOwOo9sJaEjbHGhS9nilCEDfW7Nl8/01TrmtUf1BgX1mXmOE/bgtDpByVsBJj7RAxukJc6nvz+ZpUT00iHAmq5IxE2jMYpMUZ82RUowoZc7HiHN8F1RYooNhZhQ7WjUXtDSznG3N94J2w0E/bKXwVVfZGwEUYXyar/ZizXO6Gq/TTP5Ug5Gnm8yefJ9kS2ncVlHFlerhv8cUpNN2gvI4hzpbonIMaIZJM2YQs4kRHk9LPUA2FDGa+qpZcqOyhc5ibx4D/ARQtKIuUH/20kETaEqFthlmlLvZTSpRs2r57DkdBjhyZsyPWxmx9D72dbCRtG/dHunSeWl0m51V85f9JcGDYmJHInlpOwob6zSNhoYtls9iKGtMdFhIcUSTbwxYDeEOA8sc/YnMJYmIIMPmGyPsr7R/2zJphK24Xxk/FfbghMck1UicEIRwy29U/yCV9niLaw9r0BlpawMYU9wCQJGxP2E5nknBURsUQYlbDx05/+FH/1r/5VvPXWWzjvvPNw88034/vf/34VQeMv/aW/hC9+8Yv47d/+bfy9v/f3cPXVV+NLX/oSbr/99iqPV155RYqo8Wu/9mtgjOHXfu3XsHv3bpx33nn4mZ/5GfzWb/3W4PWLOBlBG3a1CiexySYXPwPHZulwLBhhI29+5oSNPBxhI6ccxE0dvonfvLSLYjDvchA3LbfXoVjH6Y/thqi1vaZA2AiyaVTIB5rTP5N2DGb0sjjUb01jWa5cZyXPed/3oM4VhBy2h9QGzl3UJji8Q3X4g2z7ucPSAc6TQ5PqNJBlWSNSGvWs+H1RN41T3oi3IhI2aoQgbAQgJdr2tbZ0nYiEjTqNJ8JGnucY8haoSNioEWQ+osa4eGiceBqPfWQai7ARmJA9JcJGOjXCRt9IeR7FoJtC345OY0IibBT/NvYDkskj79xjh0JwXZG6XXS0CBuGe0NLOQbd3yhlzdXonT3yBCZI2PB2q1qRT5bz0d5F2ODPDETY8EQmdFv7uGM2kEk6IVXH7vYygtgRGgE29P1abneDtvNI2EiTea9s5DzlelUuK72cvz3BpY08qVb9bNP+22hQwoat3dmQsJFltTO7DQYnbBCdR54W/NudXSDWvXFtn8M7pMB052Ot2XvQ19QLwybgYAScpISN3ucgy4tls9mLGNJOHREeMmEjrB3KGyJhY1Iy+IQ1YYNYW00wlbYL4icToNwQmOSaSPg5hfRbiIQNfZpI2AiPSNjQ50nlO8k5KyJiiTAqYeP3f//3O9P8wi/8An7hF36B/LsYbQMAZrMZfuM3fgO/8Ru/4SpeRIQ9Wgy7knLFbxAnbp+iFz8lzyEJG8Rt9dVnlbBhFGHEVgTlQLAyjHa3iwi/ykX3RsbFCbX3oRijIwrZboja20tv0ArvhOvn0JwERQ6Sfutux2BGrykQNgzayAimhCsnwkZ7H3SOsGHbBwc4yDYba4QjoYk4vm6gVUTrclxctsOfKW/EWxEJGzVCEzZCO0gTadrSdSISNuo0viJs5O3pfGPRCRuqD+mkCRvE52RIwkaeA8Qt2KMRNgLoRuMSNuSyZilPMtKhwIJG2LCOCGdQcH0uqRI21Ik3X37CBkxeiEmWDvOX5WUcpnIYPRtof7OsETbgbV3Kqv+SETZ00YlZovwUaN30tDbR/dHctpPlCmHDKMIGtO1lBHGuVOc/gwgbwQkb6tqaOEbYyHMgVyJsMAD5AkfYaJmb+uZjZl9CkDYSiTMMtQ0yOGHDITqDr63xFCNsTJmw0YiwYUvYMHjnYhEsdP2r/JXzpwk4GAEnKWEjRthoYNls9iKGtFNHhIc0B4n7/inPTYQviVuWgc6uA2MKMviELWFDtFVFwkbYckNgmmtiZRiV/w3otxAJG/o0kbARHpGwoc+Tyneac1ZExPKgh7U+IiKCRNtBHhP/xBcz/WEG7aylHF7rbhvMxb8zqWynRZRwfkZ1gM6QZ3lt3yDq708GIOdWX5N2kZ7zqFyoBvPqRXc7nvrbiNoZa6p8pJMFuozW9iL6PO2IRedrBeuDM9vs563fi9/KDZRwcM0/uxik7d95+6F+axrLcqW+s0CEjc6INwzSv8EdqqdC2HBxgPPlNNA4vDacv6of9L8vyqZxyhvxVoQgbOT6fhH6XTbaItfP35GwYYGThLBBX2osyOAzwoZFPq4IQdgAmvXQpfFB2PDYBcMY7ckxruY/1EGSurbq338kbNgWSL/b2dQibCwIYQMhCBu1OUP6tzFdjfSuwuuKouclsfeyhJM+sQyEDXV4+SZsBLrpn6o+HwvNCBteiq0yysFrorkEpkGgatY52H4wNGHDKH+uD5brBk9mQ9joA3GuVDqeGgG5LqquGyPIoFQZrhE2ZqkrYaP5oHKXfWvaYFjUCBsBbLWDRtiwvSiI0FdCEzYaUWsHJGzYdrDQzlASYaNZuEkOVumN5jhJBA/6Gj+DqEh407B9Zqp4TP4dmJ6zli3UdxYJG02Q9qwFtdmLmIKTb4Q/yBE2CL18cvB/nhju7DospiCDT8QIG8P1uynUf5JrYtWPIDrM5AABAABJREFUGo4SAYoq/WoiYUObRvXrCyXTkJjaHiASNvR5UvlOcs6KiFgiRMJGRIRH5C2hkLVs2IYS0OGURaQX00iHY123RFpBb4QmI2w0SBTuMjQOBPl3g3aRH/OpXJTPKsxzZkLYMGgLI8dA3e2frZlyUTUbIs2zlIN026E5WWdfCiV1C4ovNMagpwgbId45madJGn1yqlwuP+PXDFIyWUGdK4n667xGWqF3ktP1wX7RiOwO5uhndd/dIfY1ut/pX7rRPG39PjqLNSqbWh/JeWri8OYg7lAu0GNtlsgVLp4fepkGNZ42ljJ9nxIJG7nor2Q5r5u1dZsDdz8YyWA5HunClOd8OX12rE1FEn16M6JMd3qjsdNC2Oh6nVOZ43wZUhv10Qiu/qbVRVVHpLEibHjTOQlnoDZH5RD6LlGupNODGF9O5QkfpXr5n/vkYpV+FNogL9aNyWXHCBtNMegu3q3TW0PSk4t/m/sB+plBYbFHA3q0C7WvdLLbuKxZ6jwoZGNL2LBtF4f6t+krfQkbVLs1fPR9kekI9Z6MsOF5TczyUsc2ibCh0yeCkVtd9v1CLmQfMRrkRek5lAgbJvt8oLfckk6r/k1/YYfc7pJy3VmGvV1BWVvLCBv9TVPNsVoRNpoDr2chPeAyN4cYBmSejY21p8JriK8hEQgbQZboVlJ1R3qNnsEROsKGN32deOlyhA2DMS7m4qKvGEDMvxFhw/YdGqRPLNvaybZXK6xV6Y2/jQgqwoY8fQ20tw2ESNjoxlTsWUFga1+MmDTkvmqk5IwPAwK7fZ5qln5s58ExBRk8IiNssBKoLZat3SKwLmYrg7Ecnt55iHNWJxlGlEMC74NDRNiQfEwgfw7cFlR0mtA6qs35pi7CxiT6iANcogKFgMl55dCwPgP31E+N7Pd9dIWIiAhjRMJGRIRPtDncmBA2uiJsNA6vmwu4RNhgfZyQCVBG62oxT4Ac3YQNbzJAcKKX8xwnwkbLDUeUcdrbzQF2t5jZMtjp9qKNRJRzmz8nXE/XxBHIc+XwWXOi1taO1XjsYXywf+dE/QNG2GAJa47H+XQjbHSNx16EjSWLsGF9Y7GvG2gb2ZrNX43vC7pptCZswM9m3HkdDBFhw2DdCAGqLdR2jhE2LHCyRNig0vmMsEFEfAk9LkJF2NBGzzjZI2y0ODp17Wm8oUUviRE2XAqknb7SqUXY6KvHexTDLMKGpzGhibDRvOyCfmZI2K5N9u1C9NMYYaN/WUrnmfeMREmRh0Pd9E/5zYu3ZochbBT5ZAAy5IRNrXv/HERX8ugY5bL28YtyskwlbJCFtX83RUuEDe07aE6c3TI47Svl9Gky75cNh2oHROOOUSHtgGtCoOg/vfMBYZMYwM6VCi9CjBIbZIm21kv19rVQETb4Owim3xpE2GAmY1zKMuzeRqx72iy8OwPLdy4FLg9ef54/d6STGK2WefkHRdhY5ggb+Xwx7M5DglwrFtRmLyL0/BUxLKQIG3nLnmNSsPMBMEGf/dMUxsIUZPCJky7CRo81wZfcU6j/0Gc8ZuBGH5UYHM5vgTFpYyf9LRQWIsIGaxI2ptFH+mNqe4AYYUOfJ5XvNOesiIjlQSRsRET4RIuDtJ4Nqz/8o41byoGtxolHImz0ujWegGjEEOXmB+g8wkblxajK6i5DrpxqVA7iLYf6OjZow4ne5aBZZZ6DR9joVvaNNqImTquWh2K2hA1yA90S2cTo1nSndg9sSFP7mq4MxblH/Kwbj7rvOli/c7L+/g/O5L7j6dSxMX71Mtnf6C/Mhax9PPaKRmR72x75rOa7B9gTNiw3ew4RFhrOR8IxZ1/CxsJuGqUuToy7ALfFOufpchMqUW6QtcJSBvF7W5vYEjbsbwEKsMYZyBCMsOHplm4XwobZhZrd/c5o7EhpHAkbI81xvm5sCUXY6JLJYxcMRCCjxjitW4d952re9fdBCRsh5j4B4W4gpgqkdcVZdevsSPqKWu5IETbM1ElBpxf32C5tp9FjGvuBtmcGhO2hjf2NzaLnZX/9npRH873jaembS6Qh63ZxcYqWOrP8t74RNowJG57mMqr6UoSNgGtihlLH1t3m2FgTDAgbPubXNpuXdV5itqZ6gJwmy8t68ccpwoZBRBIjSJGi1D/RNrL6EWKNp8qwnXcUGWbpVq9s6vw0ETbKeociShnB02UJTt3XZF73OV60Mij5C3a+MEu0pV5K2Kl97UsaEQereWFYwoYshp1d1ElfMYBY92aEDTs7ssk7N5rjyOx72pHVm48BhHCmswXvF8aEjQnIbIvGGIwRNhqYij0rBIa0U0eEh0TYCGyH8obGeaKH8yF1LHqynYfGFGTwiZywwUppCB3KhbCxSBEmfL3zKUQYmSSJUbyYFxBsMv5ls/ZP8ggqmk1wwoZBv2v4qrDlJGxMYc6eImHD9ux+TMLGBAKSREQsFSJhIyLCK+gDRaMIGyAIG9V3mpgwKGGDiQaN2mCcZ3ngCBtU1IPudpGy8WkkJA3mnggb1k7Xmu9Ens4RNlrKNXLCdVIo7cgItlAjbOSaWzFN2rEXYcP2nVP1t7wZzJqwoTq99bw51Hj8eoqwYUTYMOqbLn2w2+HEFbb9iCKZkfAYYeNkJmxYO+G1pOtbbq88Q0fYCGwko2QQv1NOcoA9YcO6PiaOW5YYtK/FCBv13xeUsBEjbNQIMh9RY7yxfxpoLmzR6UeLsBFAN5pShI1ZypOMdCigljsSYWPKETaQK29tQQgbvR0Aiy/1x6lE2HCYB63bJdAt9lsaJ3DrPCEQNlQnVE9zmRFhQ5qzfa1LRT4ZuI5tQNjQ1DmMrmRna2uD0dpH5l+2UY7xImwwlbHR/Q6MbCYu+0qVsJE4EjY05Cr1jlEhcc9CesCljYTkLCMZPp0wG1/+xosOmfJ+kiEjbJi8b2Ish4qwEZywYRAxZMoRNmbNwtsfbosQRGDQCBvEhWHS30bEyRhhIxI2mpiKPSsEhrRTR4QHSdiYMpkswAVwwc6uA2MKMviEbYQN8bMTYQMYxXl61H4nqa7j998x5VCEKP5t8XPyV1S3X00oLESEjRHaJTSmtgeYImEjuO3foFwq30nOWRERS4RI2IiI8ImWgzYjwkb53dRBflDCBmGor08KFcIGEWHESQbKQdygXeTnfCoXvGx1I+PHCdXW6VqWqT1PZ8JGi9N5cCdcSzKCNQxO1EzaMZjxwZawYbCxtt40+iJsmI5fB8JGV8SbXnOlSx8MYGBtFmEy1sST1pEcmhAJG7rPVJq2dH3L7ZVnJGzUCE3YCO0gTaRpS9eJSNio/x4JG63fjdMsM2GjZbwnM/FPId85rdOPRtgIoBtNgrDBCqZGWjkxjXQowMtNS+bIvC/x2o8Y6mcJxMURboe0Qj781aiEjeKbgYBhEf7QRmfbwXQIG7Z7FKLcQfc35ce0HO/znvtkShcN5ThuS9jwty4V+WQ5kCEnnAO6989BdCWP+3a67brXPm7PyPKSsMGTMaKOAxA2GtEOoNvnE2s8UYb9vMMdS/jaOu+XDYd4cUuZZ+UaHYgoZQRPhI3BI2z4Jmwo5DcWOsKGtV6qn7MWlrBhQEAR34FJG4W284h1T/mYLcdyp3w9+q9thA0/+pomwsYEnIxOJsIGKztXNl+8OoTGVOxZITCknToiLPI8l25WX5gIGwEugAt2dh0YU5DBJ2wJG94ibGi+D4Ex+90U+s4U3kETfF+tRtgI57cwVcJGCN6ete9NiUjYCINFJWyEIJyZzEfTnLMiIpYHkbAREeETLQ7SWsIGcehILn4Gtw1KzzK5bG8O8pJBo1bk8yxHzr0YCcKKPxkAkrDRcQujV+WCuOGIciYJ4Txocnity3PsCBtOGx/bm86c8hf6mvRbdzuGMz6Y1N//wZlU56kTNog20tXTmbBh2wenQtgwILWQiIQNL/DmIO5Qbq88I2GjRgjCRoAoUoP2tUjYqP8eCRut343TLBthgxzjsqCz1URIFvCdt+glgxI2AkfQmwRhI1kFAMymQthYLeSZdIQNwtvUaUwYEjbykQkb6m2HJmuTdbsQdp7RCBuW0VNN5Rh0f8OHV1qMry3Nrf3WeaKFsOFpLptMhA2dc4DBJSVBdCXLy1HasyL6o8VlHFmGfhE2+sotdgSVsaBGQIauzQ1sJj4ibPC1NXWMsMEJASypCRtltUONOyM4tZGYT38RjMaXx/GiQyPCRmjChq1eakBw0H03lmaKhA0j27SYTVg7jzbCRjk/dMtnb6dNxPOx0IQV9fxJJGxM4Eb4k4mwka4W60OMsNHEVOxZITAFJ98IP8ih7rEIvXxqCHCeGO7sOiymIINPWBM2iLXVBFOYj137na89zRT675hyKEKUH5RIbichYSOEDNa+NyUiYSMMFpWwEaKfmsxHk5yzIiKWCJGwERHhFbQxnzENYYPYZJs6yGsjbFQeB3WZ/F+nRZQ6yK9kYGX+BGHDgwyqQ3h1o5vlLYxelYuGwZy/Zz9OqLZO19rvRJ5in2x7P6b9EQYbHNHpxFt/DLJpVPtay2G05hJWF4O09TvvONRvTWNZrtx3fHlDKuNXR7jKc0gOIdYRNtrHYL+50qUPhj3IBgD5ciCTuWMkhyY4EjbyxT78GdSJ3meeAQgbVJ8N/S4b+ef630eLsOFpfhi0r0XCRv13T4QN9cLOsQzYLvlQeZ2UhA1qjCvOr+kKG8Y4PxXCRmBC9qQIGylPMtKhwCIRNlwIxgYFV+YTZT8AYHzChuG67MUBsPhSf5xKhI2OyzhM5Rh0f1N+DEbYCHTTP1V9PkZCETb4uM7BdWydTbGhCDXyCbMf9OcY5bb25dV/jQgbvuSWImyoInW/A9E2S8owJcIGH6tsVtl4FZcVMXHPQnogRtgAgHEjbJi870b9izYKTdhQHU/96bf6+pOEjdCEBQNIhA0+Z3HCRpd8PfqvstPvTO9HX6sqpvnbeOD9gqvR/N9lJmwgXxzb81Cg1opFtdmLmIKTb4QfqPOPLflwNETCxqRk8IkYYWO4fjeFvjOFd9BATihyAebEyicjEja0aaSoz4q/0aJianuASNjQ50nlO8k5KyJiiRAJGxERHiHdxqDe1KCLsNFQArqcshRjAmum0Sp1fKQ7raH1w1ojBo+wkesV+UoeBxkaZ5FV+3W3i/yYT+WCe3ioNxzpFSdqY03mLj5LHoirv3c4A+b0hkj3KOUg3UzcvcHxp1B6OnUkoeSpOVEz2VhSjsCtJVu/c5c0Qgr1Bldd2VV3Z1AdNPK+mxolH4lwxf+mymLiHGJARlDfoV2EjR4y+XjWKHvTfkf0ERNxdF48hlDlEwkbdJ/nCZSv1OGP5zYNhT4O4j6mPOc8bQlUZDah1wo7GcTy2ggb0l8M+prt2i/NX576sokM5nNHV2Hda6hxVgZrouikIvUpS5KoSXqjsdNG2FiQOc6XIVV1INLJ3RiDmkZV03SS+/x1Qfvxa5ap/rOypxEJG0HUXaJcSacnxpQLpHwkVcT/3EeWiwEM8mJ5XL+NhA2tGEDLK3chGFOQ+nXxb2eEjTF0y8aWgVrAhY/W7ULtB1zaV/lqtU8ibGToUTfbdsn71z8IYUPdM5W6KG0XcwOl3tMRNrwUW2WU8U8amxrlCK3JRnjEx6apkWn/rEid1qTflW2UKYQNsjBPckue2WqEjS7ChqEMDnaFqowqetVWv2yq7ATCBhTCRoOwMuCa4DI3UTqXtQgm+0R/40Uvg5yfGGEjyOuw1kv165evfYlphA1v+0Si38nyt8zT2jzF5AF0faGAZoSNrn04rX9QkCJs2BI2+s532ggbI+ioCqgIG/IU5H9fOSQahA0gRtlQMRF7Vgh4u4QuYnS09r9J901VNg+EDcOIntQzozm8T0AGn5Acx6mzD0Kn19nQWxFiz2yJMfudmy7mB9NcE3kfDB9hQ/Ixgfw5dFuI40XaQ0nbngB7FJN+N2K7hAbZ7iPB5LxyaBidgXuy7ciZtpRB/LYM625ExJQQCRsREV5B3ywkHfxTDu9EhI0qmYFjc+WAzGgn8l4Q6yOUywSDcZ7nyPm106qsHmTIcyLqgYnDt/Rgx3crofQ3HDHC0cneacAgfd8IG4YMdlIZazk0N6mzkxIcOlSteoLWoqS2bqD6GEBs33mACBuqHGqaop7KoaAmCokZFNl0EXJ6nXAKz1BzgrIJtnOKtD/MI5/1fZBtSkpzubHYwWG/LX/rCBv88GdBN41Gm+wQhlSXPD0SjowIjYFfJTlelHL7Rtjo1zf9r3F9yAi9+5rBGmoMgzXR6HYcX8Qak7EjtnVbGV0yCBkMfZOJ5EzhMAhDRdjoep8+u2AYxyJiklP3jymGuU2pZV4fNMKG1C7+9ftgDm1kgRqiQbICAEgrJ6aR9BVe7kohD+Z99Xg/YgBty6nG9iD/bA9dhA0tYUP/zFAwnfudnOgJO89oETaUCsg39PeXw2isOd303/y8khbja573G18UebhpyPczj1B+89Kt2eLr8Dx/ZTnXscVbwwnbk2aNCEFyd9vzK09SurjBLf58r57lZT78cfJUx5PcoswNwgZtIwOUsdsmg8tFAFWEDb62zntlU+dXjlWWVgQVXutQRCkjeJ6b+sBoXu/h8G6DZoQNQV8N8jos9+QEUcrXvqThWMKJXMFuCNXblCU+suVlSqGd5MS6p9UxzQovvONp/fszh0H9XZwNq5uP+cTPmn8bEbxqKmFjmSJs8FecrgiEjfkC1iMgSHvWgtrsRYQhLUeMgWaEDf82+CAwIbBbZ6mMTV+288CYggw+kRM2WCmNWGdibTUqK8ie2Q6u/c5Fh5wC2WeSa2JtGJX/DdBBqvqKgSTY8BE2TC4S9AaDsyVtuwwUeSQ0pHafwKQ9yQgblmf3vvqEiZ1nmiSziIjlQSRsRET4RNumWRf1gTh0pBdIxZigcWy2dcY3h96xt9I0DSNsOMmgOmtVDuLd7SI/53NDpBjMLSJsGN0cYJI+NGHDsD9KBzgGdfbVH4MY0lSHLg0ZwaQd+/Q163ceiLDR1heKCBtKnn1PSFUjqW78qnmblGVARlDfoV2EDQfShYHDiQvM+53QRh3zZvPR/k4DDecjYYHsTdgY2JnZF0zGe4i6OeXZZzwayBFmrbCTQfxOOckBdoSNfsS9bsctWwza1wboI1L2nsIZe2ujtggbloSNseY4X84UoQgbXWuFxy4YZj6idDSl7mKEjbCEDWJPmudBbkEi29RSd7XF4Ab5FsLGrHJiGulQgJfLCRsTiLBBNgVBKPBlVzCOsLEghI3eDoDFl/rjWISNxsUn/etm3S6+9jd8eJXjvXeEDVPChqe5jKo+HWHD17pU5JOh1LHFW8OJqLq6OgfRlVz2/I2sqP5oYtsp2ygvU/PHGywCIh8vETY6yoBcL3HstsrgREbgnbNcW9OtXtnU5ZdjNREibJT1bh6gDbgmuLSR+AozqsN0w2x8+RsvOmTKXCpG2AiyRFvvyfX197UvMY2w4U2/JeovB97pb3cOsbcR615H2DAkbPSw04rzAgtef56/JsLGyE5GojqwzIQN/s6SlbrtY4QNGVOxZ4XAkHbqiLBQ558EhF4+NQQ4Twx2dh0Yy+Y8arI+yvtw/bMmmMJ8PGa/m2T/ncSaUvYj1c8pgL4WzoetG77OEG1hc+Y4RruExtT2AJMkbFieS/vqEzZ+Yb7LjoiIKBAJGxERXkEfTjDGNDek6tOTi5+BY3MwpY44yGeCwTjPBMJG46Ddtwyorb6Wh/pelYtcbzAXDy1cnFDN0tsZa2z7iGl/RIdTfNtnawRwZpWyV2/B1JyombSjq/GBrppB/S3byEYx1xE2ekfYGICwgQ4C1eiEDc8bQuN+Z9BGJCJhww+k8+3ujXhbOhs45RkJG3YRNvq0dQCnZVujT1u6TkTCRv33SNho/W6cZpkJGwCoG8QHI2xQe1KFcRYJG7YFavSsZBUAMEt5kpEOBXi5q4U8YxA28hxmF6sbkLCtEQkbAkTPS5MX0g2nNctkb9hDjkH3N+XH1bQYX94JGw2faz9905qw4WldYm2EDV43g/1zEF1pCMKGwdpXRdjIgCzP61c+IGEjVzpew2YGuV7NCBuEDC5kBJ4nX1sTR8IGj+DAZlU/5L0xFFHKCAsbYcO3nUvuc4MSNkzeN1H/pSBs5Pq2Tkxs01KWYe08EmGjirCxygvselr+atCOTDof83XGQz5cFjQ9wobUJ04Cwka6KkTYiIQNCVOxZ4VAow4L7iB+MqN1/pn03OT/PNF2bEqR/gzSh8IyzCkiImEjsA4VIB8XTOEdNKDqmYiEDZ+wOXOMhI3wiIQNfZ5UvpOcsyIilgiRsBER4RMNQ41y2KwqV8QhmqmDvI6YEEypk8gnQj78M4+wkQ1H2KgOaywP9b0qF8RGhp0METao/ttiuPGmUAZ26KKjuYi/dbdjMOODUf3t2shGMS/q2d1GRjAhXPU64RTnrPbNtxfChs1h9AQJG9YOcJGw4QWDOtH7yjMSNsITNgJEkTI5XPTW1xaUsOGNQBUJG+SzkbDBQekB8u/pbKQIG4EdwOg2Davfj0rY4PvT8pbfdGoRNuY99XgHqMsQ3RTiHzyNx0jYEB8Wv9QfxyJsWEZPJWXIe8jgO8JGWoyvec99MqWLhnAcbyNQDRZhI9cQNnjdDPbeQXQljw7o5Dg1umhDaCPR3kYGTPAktzhXMkb+rUoj1KtB2KD6qccIG2ky75VNnV85VlnaJGwYRBgJBk8RNgYnbHhuoyxXImwkwn4lyOuw1EspfdrTvmSKhA3mYnfO9TYJF4h1r1zqeYSNrnmwR/+V1mODurjpa/X5W/lB+OO4TkYnHWFjpSZs5PPFsD0PhanYs0JgGeoQUUCcf0Yl5NoigJ5l3a8b6v0442DZxqM1YYNYW00whbYL5jNhWXbsv5IQ5YcYYSOEDDY+AJGwER6RsKHPk8p3knNWRMQSIRI2IiK8on3T3EnYKJ+nF7/uw+tgSh3h2Ft9ZuEjbOQUYcPyUN+rckHdcETIYKtQWTvv674TeYYibLQZbvwplGEduhp5jhRhw+idU/W3JLXYKOa6CBv9T0gNxu8UI2w43Wrjz/FDB/N+p3EkbE0vPurJoQmRsKH7TKVpS9e3XOs8I2Fj2AgbnuaHQY0vC0rY8DYeI2GDfDYSNqqMlB/0DqnJbCDj/FQIGwHmPhGTirAxFcLGiBE2jMepdHGEfo53KTwSNoh6TSXCRkf0VK8yLEqEjWbCXvlLWSjNMwphA0CWAFINKcKGps5hdCV/jlH0OO2221QRNnKFsJFA31d9OXTJntmdeYr1EsduqwxeCBs8epWnCBuJQYSNIR2kPUXYYBnJ8OnOxmh8+XcklHJX5tJBI2yYvO9lI2wQ0TOkaUF4B33szi4kIh2cImz0IOglQ0bYEM7fin8Zqol5ZCejk42wkcySquljhA0ZU7FnhcAy1CGiQCthY2QCXCsmQNiYyjiYihy+ECNshNah/Ofjgim8gyZUPTORf/eIYD5sXeUq9quxCBsUaX2sdhkCU9sDRMKGPk8q32nOWRERy4NI2IiI8AjWRdhgniNs6BxsFYcDbbm9oHd+rp18GfIsF85slbpVNmQHGRoO4hbtImXjU7ngZcs3HFG31bs4D5K2f8tDhSpP8ayu5f3Q7aUvt7V9c+J3WwR26FLbNM9bImwweqwFMz6Y1N+yjawUc6bmD3iLsBGAsNEVYaMaCzbzlIuRNPDNg8b9jiDiDerQBDfCBp9TFnXT6M1B3KFc6zxDOePn+rYI/S4bbZHr5+/RCBsBHKQpObz1tUB9hFrKTgrCRp+bwh0QCRs1gsxHpB4g55+uDBRhg9DpRyVsBDCWjxtho/y3cirlSUY6FFhQwgZCRNjgH5T9QPG3k4CwQRC4J0PY6Btho48MniNsBCNsNHyu3ftm23jkKohK2PB1Mzp/xzw3OV/9+qhbI4LsBz3u213WPu4InOclYUOaFjXPBCBsNCJsdBE2hoiwwRuiIkM6Ejb4WGUzcBsvH2+j3sAcI2wAQDPCxpCEDaO6EPq0p30Jpce2OR85gai/twgbmu+ukCJsuBI2DOojH6vY1d+67pU8QqkBbz+2gUzikf9dRsIGS1hB2kAkbKgg7VkLarMXsQx1iCggETbGjKBmDTsfABPY9uupjIOpyOELtoQNkYQdCRv9y479VxKi/NBwlAhQVK1PcQxx9tF2JhC6X1A+Dbo0/n37xsfU9gCRsKHPk8p3knNWRMQSIRI2IiI8Im9oWcoBa0PpVJWADqcsVWmwjbDhcqAqPiuUy2qGCPLMIMKG06EuYTw3aBf5MY/KhRqSmjWnVUqJMmkLypFUSaWXicy0+Me0j5CbCTVtF+Go5bM1pIOjABuoBjmIPoy2irBhGyKdTC8e8Luk0Senyua/FfW07HeGBUsH+9VUqY59k7K6jVvqO7QzDKhpbDZ17WuFMwzeZfkH7UNG87TOi8cUSnKRsNFVNrU+mhg9poheDuIe5jynPNuu4LUWRC/ToMbTxlKm71MiYSMXD3S6+myvtvbkWdMihzZb07mjszA/faQx3gl5JLKP1KmEjybGf4I0JKUxeZ8thI2u1zmVOc6XIbVRH43g6m9t+kclUxdRyuc0FcA51XRPI0XYCKDvNspXvpu8v37lCR+1jrlKIk9Q5Q9ukNfpWckKACCdSoSNlUIezHsSrz2IwEF38QCEDWndkPcBZISNkGOQQGPckyq9Q7sQ+wGX+prKrYdK2BCysSJ+KF9Nns3711+X/0o53ueayx/MMtX/3OBr+LhdtWXdHDLCRiNbyuan0yeCkFtd9vxKTlLbiX8gxqBGjiyHHGEDIJQcT3K3RNho2Myg1FElbJDMaxe7grq2zntlU+dXjlWWVpMPHWFjwDXBYW7yJqbRPtHfeNFCGdMiYSPMEm2plzb06Vz8p87VM2FD/d2bvg793CTLT+nxRI6BLyHg+afij+X80P0Ou9cZFbYH6+Q6YPZ08Y947lR9HtcA2hZhQ56+CLvNgqB6fwxIys1cNh/fwWtKmIo9Kwj67C0iJglx/mnGHpvweyXO4t3yVLPsOOMY+DIhWhDl64KPR8lxnDT66D/b2oon8Q572Wos01PZOOlifjDJNZH3QdXPKQRhQ/Ixgfw55NFHy5mANC4CyGBynjhWuwwBsb6TIEeEOu9ygNHc5DD3k+Wa2O+XbM2NiJgaImEjIsIjWMdtPA3lytThvUon/65zbBaNh2q5botoXRem3R0mKEK5MeV3jzKQN/p3t4v0nKEDoBn4RoZfIZSUX8VDR31ZthtR8pmeETaMGeykDIaEI6rOTjqdtEN3yYjIXulr2lsLi3/aNlB9DCBGfcTkpreAETZYwprl9j11bNyiqpGhzwmn8Ix865uYRB4LVk6RxGGsEaYSYYO4UdfaoWnECBt1H2lPN1VI493AGR3wUzenPHsRqAg5DAiNQZ2UQfeptnKtImz0aWvJSOhpfjAYI94Irb76iOG4NomwYeZj42k8SmkcI2wQEV9Cz3G+xmCoCBtdMnmcptwcoelM1R94AdKvyYwNdJuSXp7hI2yE1e/DObRpkOfKe+Ybh8JpbFY5MY2kr/ByOWFjhAgbxuq9qNNLzpkObScVphA2pFvkFzDChnW7EA6po0XYoG07NnXrdQjucou9kD+/8XIlLcaX9wgbbYX3RNu6yf/GmPIOPM1ffJTx6sprPmF7Momw4UM+lz1/Iy8xWzGfbtsOq9blMhvpcU3/8iW3qAOZRHYRx0EjwgZl23KZd3jnLNfW1DHCBo/gkNQRNqo7Rse8gdlhbhIvHWBZ4yUaw2he9zleNFAjbIh9LEyEDVu9VK1vSajwNhz1c1ywG0IJu7MoRiKdfRjYu0PM0wJ43WeSKrfCC29/uIcjrFSMkR1ZzN6y7pU8ohYQ7vZjG0h9QiFsLFWEDeEMIUbY0IMc4wtqsxcxSQfbiF6QImyof5z03GRPLOyCbb8OvY6bYtnGo2ibNImwIZltXCNsjHExSY/3582vxEUX84VJroncZq1eTOtftsrHRNxgM/lvIdB2JhD88kCDdx7Ot298kOSYkTDFCBsmc1OIfmrjF1b/4KXoiIiIEpGwERHhFe2O850RNroiFDQIIM3F2doZ3xRC2aKjRPXZNMKGR8JGZfU1aBc5GwcHAlIm9d61bmXfyHnfSFY752/bPmLaH6n+K58/e1IoLckIbvkDNTlI/K27Hfv0NbM2Mqm/AamjRTZbwoaujYzQIGxo6q+ecBqdxnaTEdR3aDVPWRKlWp8di7AhzeuWY9PBaSAEYWNoZ2ZfMBnvIermlGev8dgth8ta6QLTPiU6u1gRNnq1td38bYI+xhdvhI2+ETYM5TEhbFjrXLnegGgkU0uEDWvCxkhznC9nilCEja61wuM0FWg+ovQAlbAxkHGe0EsGJ2wEmPtEDGqQV+cPPhUkqwCAWXn17+gRNlYLecYgbJiPU0Ff9RVhQzNPa/d0i0jY6O0ACNnzcDTChsHeMJQMvvY35cfVtBhfwQkbHuaytvE4dIQNaV6kImyYEDZ8rJsue/5GVkRfNrmMg7dRhmaEjbkJYaOn3OJcmSjO/h3voEHYMImwYU2U4p2zXFsTR8IGH6tsVjmpkBE2FoSwQd3Ga4tehA3PttpMmUuT0IQNW72U0qc97UtMI2yEJmzIgXcsbfONJvK7v6kIG+KP5fzQLZ/9vJlIEejt7O699TVthI2R9hO8dKH4pSZsCGcIkbChx1TsWSGwDHWIKLCwhI0A54m2/Xoq42AqcviCyfqosze0pacwhbYL5zNhV3bsv5IQ5Qdl9xtgTgzmw9aBtj1T6H5h7XtTYhkJG1PYA0yRsGHrJ+KrTwzqMxAREaFFJGxERHhF+6a5oVwZOrxT6XWH18GUOqlszYkPJ2xkwxE2Kgdxy0N9r8qFajDXRNhwcULtdSg2McJGECdco0Nth+wtHAJ8EjZy5fCdTG9Sf8s2st80+vKGVOcKTR/pc8IpkhE6CFS9CBs9DvP8PNsN434ntZF+ziIRCRte4M1B3KVc2zwjYSM8YSMAKXFQ48syEDYA6JyajGSKhA3y2UjYqDJSftA7pKYzdnIRNgITsgc1yDc6XVnPSNhoiEB9ryARCjyNx0jYEB+uP4sO1mMRNtS9YSRsVKgIGwFu+h+TsMH6EDY0a0QYXcnfvt1l7eN79SzXEDa0/au7vYwge2bLsCVsUG3nk7DhK8KGSNgo672whA1pih86woZnO1cuXxIjRncIE2HDUi9dNsIGQcaQpgUpwoYfu7MLtBE2OGGjS74e/VeOyWZnb7Cvu3L+BCCkM50NImEjgmMq9qwQWIY6RBSQCBsmEeSmggkSNsZqrmUbj9aEDWJtNcEU2q6PDL5s80OeOZrIMKYcihDFv40IG/4HeTAftg5EwsZ4mNoeIBI29HlS+U5yzoqIWCJEwkZEhEc0wh/bEjZK5Zde/LoPr8MpdYJjr3iDEP+sRtjojC7SA2p7VVZfu0N9v8qFfiPT5SBuWm6IQzHbPmLaH3m5bTL7UyjtDoWsoRwE6k7UTNrRuq81phAivS1hw/KmL6psqc4qgUptM1OYEK5cCRsdBCovETZs+qGBw4kLzPudgwNcJGx4gTcHccdyrfKMhI1hCRsBHKQpObz1tSUhbPRuo0jYIJ+NhI0qI/135ffRImxUjqFhDNhGTqsB9PtRCRtcz0pWAAAp48lGOhTg5a4U8mDeU4/3IAL1vYKBTu9SeCRsiPUSnQD86HfWMjVsaP3q1ksGT/sbViqKK+V4n/eMREnpoksXYaOcHyvr3ly3FnTvvYPoSh4do+hx2r32VaSWvBilUtMPFWGDWUbYSHL1j51l2M87vHOWa2sy75cNB7dpsRR8pJERNobyUFPH2ZQjbAS+mCTL1Qgbwn4lxOuw1kv19V9YwgZR/0UgbKTij+X80ClfDzutOC80zgS1RfjQ1zQRNiJhYxCIZwis3Mzl88WwPQ+FqdizQmAZ6hBRYGkibHjQRW379VTGwVTk8AVbwoZ0RhUJG73Ljv1XRNmPVMJGgDkxnA9bOyJhYzxMbQ8QCRv6PKl8pzlnRUQsDyJhIyLCK9oPJ5rKlT49ufgZODbz27mHirBRG+cVwgZRd6cDooaDuN65aZQIG1A2MoQMIZwHm8YZM+dR7xE2OglHkG6P99cfAyjTBmQEk3YMZ/QyqL/l4aL1ppEkUFliAMJG13gcnbDheUNo3I9EBziCZEZiKoSNfLEPf8baEDvlGYiwQUUXCv0uG/nn+t99ETbMliz/TsuD9rVI2Kj/7omwYUzo9IRI2KgRZD4i9QA5/8EibFAOZpGw4VCYkndF2JhohI0sG5yQ0CvChq2+alD4SU/YkAjc4s+e9DtbmSxtO15l8Li/QR4wwkYjpXvfbBuP3IQTPMJGtfUXbS/c5tdQhBr5BNkPDkHYMFr7yjbSmUB1/SsAYaPR8boIG2qEDaqf+oywkThG2OBtmQgRNso/hYhsYyaTo1IrvAaWqZWwyMZkfAW/mGTgCBu2e3KKAO1pX0LpsbmyfxiSsJGY2KalLMPa7dQIGzlYMZ6Lwrqelr8atKNE2AgcYYNxeVgkbIwF8QwhRtjQgxrji2qzF7EMdYgosLCEjQDE2HBn12ExFTl8wTrChvAxEjb6lx37ryRE8S9TriuIhA0vsPa9KREJG2EQCRv6PKl8JzlnRUQsESJhIyLCK9RFSvlecRkqb0B9esopq3F43UyjU+qqg3enNZQ6eMsrYfIsByjChiBs3vNgVzV+V070Bu0iPedVueD159Nps7Hpg1mD3AlHUvk3NU2HYYWTeoSGqj5rz9zUduf9UX9o3ta+3hRK6eAogHLYOFtuOYyWY6BLfzN6f7o8u9KLdSbrb+lM0TF9Sb+xZgKVUGUOxRFFvEWVy622v9E77yYjVPNl2f/5v2Z909ABwehZv324MceS2WvmclNxdF48hlDlEwkbnesDsT6S89TE0WdD7KO7OOXpesunlFX3+hCcsJHr30EbYUP6S9ea26dvEs6pLjCRw3zu6CrMTx8x7aeik4rUp2xJopT+bStTG2FjQeY4X4ZU1YHIpN+pz+jSdJL7/E1T1rq7GYiDVqWtxQgbnlUFffnK98b78zUf5VSb+p/7yHIR2CCvdkI+FUyVsAEMHmXDXL3v1umtIa4PkPcBZUHS3zoEDIfGNp9cCOuPtu0i5Wm5fyTzVIuwyYsgO8GubpR+1/GQ/rNJeRq90Zmwoe6ZSl204XLtw1mnZd0kI2x4gmpBK+wKql2RsJ22/ORHVpc9v5KTuL+hxh2x9vG5j/9Vqpp2HfEkt5S3ZYQNU4KDg12hZhPxtXWrVzZ1fuVYZQJho6xH8wBtoDXB0t7bgC/ffaN9YmMQ+im8yl3RkyXbodeiykwt9dKGPp2L/1QIHWHD3z5RPzfJ04KkgHTn2GdttgDfq5QUDWRIUI/ern24wTqjwPZgnV4HjJ4u/pEmV8O6BYYcdUX+V972udR/fETChgEmYs8KgiB6ZsQYEPtfk8o64fdqQGC3z9JyXZ7KOJiKHJ4gOY4T8yNlR7W2006g7frog74uAnXTxfxgkmti1QdVRS6AnsNVWh0xIWBbtJ4J5HQ6L2Ub+XkV/+h8+ybRRxwgzlOTIEcYnFcODZO5iT5Pcym4pQzit0VfcyMipoZI2IiI8Ir2TXODDUs5x5AOnCoxoblJCcbClW5iFz5XMhhG2HCRg7zRv7td5Gw8Khcq87z8l5LB1gnVSFbLW8xs+4hpfxyUsGF5i5c1lIgaCx9hw9NNZ1Kd1UPBrKeTV4yw4d3wYdyPxHlduJ3QqP5TibDRc6xNBWPdYOCUZ6AIG6MRNgz7lK8IG9bzS4yw0SnPyRBhY+g5LkbYqBFkPqJ0dw1ho0H4DwFCLxk1wgYA3953o0bY4EhWAABpdevsyISNlZX6t5EJG0YRNno677cVHiNsiO0r/uxHv7OWaUkibLCcYaUc73ONLaFvnkCYm/7bxiNF2GCenYIr6958q3lruMH+OYiuNJEIG40oJGLVdHaYEBE2VL6GbYQNE8KG9bzDOydfW+f9suHgY5Wl4BVW7hgV0g60JjgqteIedvAIG97tXANH2LDek+v1+9ARNoLpt7YRNkwIG4H3tLzuKd8/scTc4axH/5X9qezsDdZ1r+SZboQNkUuy1BE2GENSbuay+eLVIySmYs8KgWWoQ0QBKcLGWBHUesG/nhXu7DospiKHL8QIG4F1qAD5uGAK76AJrsypu1//c2JVX0mljRE2bP22FglT2wPECBv6PKl8pzlnRUQsDyJhIyLCKwjnmxJNlrD+AKux2FXJlQNbzU30ovGwUa7LIko4SqCm/SLPc+TVAZAqq3/CRnVYY9Au8oMd343lER+srk0tvonOz9TtByYbUSPmqp2xxlbxJ2UwjRBT3SqWwxtTXWrTAMp046BGJ0JLO+ZEW3QZvUyZykYHh/4PzuS+48lI2HKLWd3XFFmMTjgFZwHqFq9q+lIctUy6Zo/b18hnJ0HYsNzsie3o6NAkojdhY1FZ/sR82ZrGi/ORQ569It4QYpCOS9B/DgByvCjl9iVs9GvrAGucgRzBCBs9+4jpuDYibBjI0Kh/3/Eo3dxukL7t77n+99BznHT7pcMgDEXY6HqfHqcpa93dOlNAEFAhbKRsIOO8fnM0OGEj8M3M4W4g1hVGOLmWTqUz7l811i1OvFyRsLHVLwqAqwgc9HIq6PTSTc4OhWsK0xM22p8Jjca414jgHB2LukF8LMKGakfq+c5Jm1obXAgbmmgYK2kxvnpH2KAIG82UvfIXQa2beV5/ZkwpytP8xU2XNWFjLjgKULanbsKGlz2Ey55ffZK6FdTooo1yXeb8FVGMuaZ/+ZJblFnxaNM5J0s3FquEDUoGB7tCVU++tpYRNnpPX3ysJnWEDV7rEJFtzGRy9Pb3tK/uRdjwvJHPcrmvi30wzBJtuScnbr72tS+hIt8NTdgQ5RfPPkzed5B5WgCvuz7CRle72O9D5IDbBvV3uh1adaSDwJAY18moCnYkiLaMhA3xDCFG2NCDtGctqs1egJG9MGIhIBE21D9OeW4KoGfZ9uupjIOpyOELovwmhA2RhO1K2BgjqIx1v/PoV+IrUocLJrkmVjLJF9OGCGOo9WFjwxM2pLOv0IQNg3cezLdvApDOaycQyWqShA2DuWkyhI0FX3MjIqaGSNiIiPAI1uHA3BlhA3rCRv1dyW+sCBtCudVnNkKEjep7d7vIj3naEEkkFmUjY6Ds294cQD5j6fxtTdggnVn15Zo6v7oplHZkBGuoeWpuLTRpR9u+1sfRnqy/5W1w1oSNRhv1PhWXvkmEKy6DY4QNKnqE+g7t5koX0kW3w4kLzOaNHOKgtCZsxAgbXjDWDQZOecYIG8NG2PA0Pwza12KEjfrvMcJG63fjNCdxhI1BjPOETj96hA3P+tFoETYkwsYqAGCW8mQjHQrwcldX698GJmz0ibDRN9pCW+GLHmHDeX2gLuaYSoQN3d4wlAyeI2yspsX4Ck7Y8DCXUeNRPIdTI2z4O7wv8qm2/vMtVLXM9eujrs5hdCWXPb/6KNWXu+027RE2dP3Lk9wtETa63oE4dkkZREaQWp4JKsJGubYmW9pszfMr25LVhI3qjtEGY2PxCBviftYWZuPL33jRyqBEK0qEPhY8wobJ+6b0aU/7ksEjbBCRnaVpgXXPXyJC72krwoYUYcMwCkWPfYi4Hg8WYUMkbKhr5UgQI3FxLCNhQzxDiIQNPaZizwqBZahDRIFWwsbIBLhWBLgALtjZdWBMRQ5fiBE2OmTw6Fcy5JmjiQxjyiFD0TOZKeHZHsF82DpA7ZmGINBY+96UWEbCxhT2AJMkbBjMTY1+5MEmO5Z/SkRERI1I2IiI8Ir2TXMnYaPT4V3Jb0jChlA30SBfy6AQNojoIm5yUKfI3e0iwp9yIZ5SyBsZSoYQzoO2hwq2fYSWQV/uIMZZ9SZQ34xeC4eA0Qkb1Pu2PFy03jQ2biluklqMYDJ+HQkb6BiPvQgbLkbSAAZWOTuTfqT+ZmmsioQNLxhrQ+yUZyRsDEvYCOAgTcnhra9Fwkb990jYaP1unGbZCRuEQ2o6GyrChl6nH52w4Vk/mhRho3JiGulQYFEJG9DP8S6Fn/SEDRB9dSqEjZ4knV4yLCphw8MhOjUexd9DETZUC2KWbWkcBMztM9T3XvC4Lhmtfb4IG77kFudKpjj7dxE21AgbFGGDKM9QwOKfigxZt4UzYaMcaXxpGO0GZkelVryBNzhhI7Qep/T1RDibCE7YMKoLoU972pcMTtgg6i+tCwEiO7tAJWxkSPsTNgzqkwpDajDChjgbmdYtMCJhI4JjKvasEFiGOkQUWNgIGwEugAt2dh0YU5HDF2wJG9IZ1UlA2PAps7wPxyg3xU/hHTSgEoMD6pjhfNjaQRI2Bngf1r43JSJhIwyWhrAxkJ/IJOesiIglQiRsRER4hbpIKYfNDeVKbwwmF78xCRuqgzzPW2Be59mwETYqB3HLWxi9KRdSuYn076CEDctbzGz7iGl/7Oq/XpW6Rh09K4gGZASTdgxnfDA5FPN/cCbVWc2z76ljKMKGSDLriHjjhbBhYySdAmHD1RkqEja8YKwNsVOekbARnrARIIrUoH0tEjbqv0fCRut34zTLRtggdXf59yQ9ySJsBL6ZeTTChnQR7goAIJ0KYWM2q3+b9yRfO4pAfRf+Un+METZ6pekopP7ccLDu18ZOMi0RYWOlHO9zTbTOvnkCmpv+PcxlvQgbnmww/B1XK+F83nQQsLhQg/reCy57/kZWRF82IWzwNuLvRRRFN3cHIGw0TpBsCRu6tnOOHsG9hPnaWrdFrymb2/1Y7eQtW3o1ZYeGxwgbLkO2j43JhyOhlL0aYUPoY2GWaMs9OaVPe9qXTJGwIUXY8HRRkAt43VP+nTGLG4Jtz1YUfcVAZ3LbV9bnb3Wh4W4/toEJYUN1iJyCY5QtxDMEVrJ18vli2J6HwlTsWSGwDHWIKCARNgLsq4IhwHliuLPrsJiKHL4QI2wM1+8az47QdabwDhpoEIMjYcMnrH1vSkTCRhhEwoZdnpOcsyIilgiRsBER4RGsw7jLmOcIGzpiQs7/Jih1arl9IN5sKR68VZ8Z8iyvz/TVugnGj95yNBzEiXYZKsKG5NzAmeelw4dwaOHihNrrUMyQsCH5EDLlbyYy2BI2fIYWDOzw3jjs0JyoVRso8aZBpR2DGR9MbnqzvA3OatPIGNQ26h1ho0Fs04wRxwgbnQQq/gpbxkETLn0wbP/tM29QcxYJB4cmtfouhA3k+t8XZdM41obYKc9QhI28Y5wGQqMtcv38PVqEDU+H74P2tUjYqP/ui7AxQHhmEZGwUSPIfEQ5tCnvOZmdZISNwI5+k4qwkfJkIx0KiJ5VnLSxCBE2AhI2xPdU2U9ONsKGisDrN1Go9G2RCRuDRdgISNgQl6XQETZ4bsUt+upFMGpZtH2G+t4P/vbtZmufPn9+AUUupqq+6PqXp/W0LcJGxzswirDhjbDBo1fVbdFr+uJtWShgxcfyT6M59HkkbLhE2GgOBXfbtC3yTCVsCPuVEK/Ddk8+EmEjnCO8vv4Sj0skbHiyO7ugGWEjgbHDmWX/bUR8GSzChrSxUP42DnifkI5HmPy3KTpG2UJ0pIsRNvQg7VkLarMXsQx1iCjQGmFjZAJcKyJhY3Jy+IJ1hA3hYCoSNsKWHQJTkKGBXFHmKqXO/5wo6lMckbBBtIsP374JIBI2umGyTxzLT2SSc1ZExBIhEjYiIoJCOWBVlc6GEtDllKVPL6ZpVXadDlSFDaH4mR/CqRE2iOgiSlaWElAHfqr3b7ti40+5EE++lFCBRP6UcypZAuFISsqh/a7/s2kfoRykqUPzYYyz9FjwgUY7tNweaBVho+Odm6fPic+2aeiytH0hF+rcaKPOIqiCpa/SwX7ttdH6jD5f0VGOGIPKO7SLsGHggGD6rPcIMSbZ02UarRXiO7FcW9T8RcJG5xgh1kd6npo2em2IPThHOeWppnXyhNbLNCRho6la6PuU6OAi+bpYzutGfTPvP76c5FCT9C3bUx8x7acS2UfqVHReXflQzxjJ1ELY6FTRJjLH+TKkNuqjEVz9rU3/qGTqIkr5nKYsdXfDTInv8u/pjHnax1nKw3V6A92wX3lEno128azfK30tqEFelF3cBpe3gM+mEmFjQoQN/TZX1Rk96QfSumEYYSPkGCRgNAYJPcailPpjwyG5X52be2mbh1XChvgnG31VzdZyf2e7v9Hk70rYoNqt4XLtw1mHWDfbImwwb8pIkU9tJs0MImx06wpe9hAue341K4mkIf2FLq8Eb2spwgZPqpPJl9wS+bA7T6mOfQgb1nNOmb4iQ9Zjrdf0lZfPsxn4kRlfGjSW3h4F9JGpsUGzelzcw7oQNsx0Qn/jRS+DnJ8YYSPIEm29J6fOeJRUngkb6u+6/VYvEGuizElu0eO1eSpfPdt6eL/k8eNylgjnNF0bcbtzhiy3X9vpdcDo6eIfbYSNcQ2gbRE2eNdp7PkXxWgrIBI2ujEVe1YIDH2JSkQ4iPNPc1815feqyuZh/rFcl6cyDqYihw/keS71SXJ9pH627bOBdbE+MnR1ZZ/vO8Q5q6sM01gT+UsYIMKG6GNSovoc8uiDOhNQywwgg0m/G6tdhoBY30mQIwzOK4eG0T4xQF81st9PYd2IiFhiRMJGRIRXtN9y0HQG1qcnHTgNImxUacVbbbhS56IHEc7PDcIGZ/cTdZdkdJEBwmHNFCJsVA2etMpg64RqJGvPCBumDHbT/tjVf70SNkJH2Gj0tWb0iF6EDV+3RYwdYSNpRthA1jPChsn47XUlnWaeglwvJ8JGjLCh/9xDPpcIG2EIYcNhrBsMnPIMFWGjZX0MaTw17VODRtggbrN0waB9LUbYqP/uK8LGwHOctwgbSv+NETaqjPTf1bU5zQe6TUkvT4yw4VKY6OVcf8xLF7J0KoQNxoC0DPcx7xstz00E6juAZp8IGGGjk7BxMkTYUB2sx4iwYWnb8SqD5wgbK2lB0Jr3jERJ6aIhboKlxqP8u3pK52ddYoq5MsvmqGtJEDZO0ggblXkEqF+H1g7jSW7JM1slIbe/g0aEDV3dvEXYKMZamtRt0Wv64mOVpVV9FZeVZtmh4dpGYnInE2wP27RnPU61ywaPsKE2XtecN1KEjXD6rX5ukqcFO7tF6D0tr3sqRdjQn1Npnpa/WkbYMCExOu0rq5uPxdnItG5h0UbYWMYIG2BAUm7msvni1SMkpmLPCoFlqENEgdYIG1Oem2KEjcnJ4QOmF8tI+yzxjCpG2AhadghMQYYGVD1TvUDDa1G1PlWBKX8LgEWJsKHz7ZtEH3FAjLDRDZN94lh+IpOcsyIilgiRsBER4RHMkLBR34SmP8CiHRWVA1vNTfQmTuT9UNdFPnjjSmRSnl8w+XdFBjc51FMOfljT3S4i/N0WK55SyBsZ6dBCFCfvVrpk4ZSvJodingkbpAzELYcUI7eRt5NO1xDKJTMN9HXTidDGeLe+/cHkfRd/0H+m0hgcLloTNrwZCVWnHI0MtlfStdzGqxuPKmFD/BtdhipDf0ck7wfZRhsoR2coh5seQxA2FpXlP9YNBk430zjfhKovV/rsK4KPpQzi97Y5wIqw0aet226c74le0SN8ETZ6R+pQvjoQNkz6kJGeYqSXib85Eja4bjWwYUzSVx3GuBEZowdho0smj9OUve5ulqv+u3pzcMqGMc4Tkb8GJ2wE1u+D3UCsLYw4ZGUFYWNWciTGuM2tLLj4d8QIG2bqPb3Pd2o7Q8IGFpGwYX3DomjTUP42BmGjYUfq9857tYsDYUOdTljOsFI6kW9lW736K0nY8BQJRQS1bkrcswDlAgIZgcsy3xIcBHgZ3bYH57Ggg8uev5GXmK2YT7dth8990taXZzHXzN2+5BZ1oEbQuHbboTh21bzI36znHJmwMUvqtug1fXEH7KSOsKFZDeSyQ8PR21+0tThF2OhhY/IeKU0hbIh2viBLtHVkXL0e621rTJxlBHM4IezOohiJdPbRXbEg87QAXnceYSODEGGjq12IMzoyufL3xMjgIHz0QdgI6ExnA3FbwbGUhA3hDCFG2NCDHOMLarMX4fdcM2JMSISNhmo04THtc19SZWnXr6cyDqYihw80IkobEDbEbupM2JhAhIkuGby+7ymsR1OQoYFSBpWwEWBwhfNha0fjTGDIMzeDdz5WuwwB6bx2ApGsJrkvMdgnToWwschrbkTEFBEJGxERXtHuZOI9wobGwTaYUieUzXQRNlBG2OAHQAEibDDT22hHibChEjb0MpiwZNtkMzoU6zpUsOwjtAz6cknnV5/KZGCHdxMygkk72tbZPH1GfJYeVn9wLruNsKGLQmKEEBE2DKNHqO9QfJfdZ7EOhJUAN+LI2Rn0o8YcbTc3uTgOhCBsLCrLv5cj3kAbcRJjRNgI+D5N+9RgETbyHIqFpj29IQbtawNG2FBDh8cIG37gLcJGIMLGyRJhI5kNZZzXyzN6hI3AhI3BImyIPv+MO5XyZCMdCohX4Y5E2OgTYaNvtIW2wk/6CBvQ99XiTyMQNpYowsZqulpn12O+IQkbjZTufdMkwoZ6e7jJbeIm4N2u3vrPBQcB/frYZp+hvveCx3XJaO2jCBu6CBs8qS7Chi+5FybCRjHWZqkjYSMvn2ezqg9WETYahKWB1gTnNqo/BidsBL+YRI2wIewBg7wOy3FE1H8hI2w0LtAQ9obStGBgm5ayCbunrQgbPMIGYxakBrv33Yyw0Q23fSWXZ3qEjZMtwkYkbNCYij0rBJahDhEFFjbChsfIf3UWoc6uw2IqcviA6foo7bMEnT5H7naxxQhtN2a/W8T6D4IGMVgMFe1XvmA+bB1YlAgby07YmMIeYIr7EpN94lh+IpOcsyIilgiRsBER4RGNCBvqDeaqckUcopGLn4GDbTClrouwwUrChujFmIvp/EfYqBzELR2PvSkX0m2UykZmSMKG5WGsbR8x7Y9d/derUhfYoUvNTz0YLH7rbsdgxgeDQ31bI579ptHTqWMIwoYqW8d41EbY6HSqdjiMniJhw9YZKhI2vGCsDbFTnpGwEZawEeiG+UH72pCEjZbQ4SF0LqM2ioQN8tlFI2zkeQ6TG27sQekBytqc5gNF2NDLMwRhowgCx7+H1Y9GI2yI51woQmvwCBuTIGykpTBTJGw0IsLp53iXwk96woY6Dix0HDpLF5kc9yguMngmbKykK9X3rcx+fFG6aAjHoj6EDW8RNrhjLS9birCRyf/WEjbyCaIreXRAJ/VSqQx9/lWEjUxIVS2dur7lSW5xrmx0vPZ30CBs6PqpN8KGpwgbFWEjrQkbZf8czaHPNcKGsHEdnLDhXY+T+3pwwoZtfSh92tO+ZFjCBl13OfKSiW1aTBJ2T6uNsAGFAEgL1/69UZZK2LCzN/TW18QIG6Z1C4yTkbDB0mI+jYQNGVOxZ4XAMtQhosDCEjYC6FnBzq4DYypy+IArYQNono20YQptN2a/W8T6D4Kq36kRNuB9Xgzmw9aBqRM2UKn6kbARGlPcl5jsE8fyE5nknBURsUSIhI2ICK9oP5DqJGx0RCgwObwOouwqtz2LjhINwoa4Weyqv7Uc1CmH3aG+N+VCR9gYI8LGyUjYCOzQZZK/STs26th5PmTYRiaEjZ79oq1sqc7ejITqPKEZI84RNtrHYC/ChlMf9Of4oYNZP3J0hoqEDS8Ya0PslGckbASOsBFmfhi0rw1I2GgzsIXQucwMrE1HYFM5pjLHSe1oeVsXlY/uu3GasSJsNLZ2ntqdGufK70nKlp+wAdTtHGj+q3Ibi7AhBXArXMjSKUbYmPeMlucoAvUdgLFO71J4JGwo9RqbsGF5GYdXGQJG2Jj3iEZJ6aIhbvoflbDBo0dUZc9RHVdQhI0W+wz1vR/82Z1ovbTbttOIQgLUa+dgETYUmTregTh2SRk8R9hIk7otek1fvC2TGXgf1NwxyhP3KKCPTK5tVH8MTtgIbKdVo/qKZIFBCBs9Hf4XkrDRYrNcBMJGWhEBLSJsWL5vNcJGMgZhI0bYGBTiGQKPsJHPF8P2PBSmYs8KgWWoQ0QBibDRUI0mPDdFwsbk5PCBPoQNVeWwWVOn0HZj9rtFrP8wUPRMiSAcxnchEjb0aSJhIzymuC8x2SeO5ScyzTkrImJ5EAkbEREe0YiwQRx+93V4N3FY4A5VolLXKNcaynNi1pVxnhX5SwdAHfW3hpxf5Txm6cjhT7kQy2XSv6MSNjo2UFUe0nvsQdggDnDo/tuerxUCO3RZOQS0tGM44wNxwC8/rPxg2C9aypbqnKvjsaeTl8n4DU3YYEz6V01nUoaVkTTwzYN95g1rZ6ipEDbyxT78GWtD7JRnIMJG2y32Id8n5ThMOckBAxM2AjlIB+1rkbBR/90TYSMYcYCA2q42t3W15bNohI1gcxE5zuX809lQxnm9zjgUYaNrb+wL4xM2GDI2wQgbnLAxxQgbQxI2mMZ+cjIQNgibTfGncOt3y8OyOENF2FDJB54JG0EjbHiwhVDjUWwWlbBhcpu4CXiXq6xM86067Ab062OrfYb43gse1yVSLzW4jIO3NX8fGSA0mKZvDUDY0PU7sV6DRNjgMpSEjVnqK8LGrI6wUf5pYSNsCHvYpBkmxRi9bNPBCRu1DJOIsEHp0572JaSTUUvEyd5oqTtJ2CjC5nVkG9bOo0bYmCPpT9jovPRI7o8mdCjKnmkGnlbUV6dF2JBUaSb/bYqOUbYQHek4YSNG2JBBjfFFtdmLWIY6RBRY2AgbAS6AC3d2HRZTkcMHfETYiISNcGWHwBRkaKDqQ0z5F97nRVGf4oiEDX27uPvUTQORsNENk3PssfxEJjlnRUQsESJhIyLCJ9QDKfVAs6F0qsbgDqesxuF1M02rstv3BjzlOengrU+Ejd5yqN/n+nI07SI95ku5qOrB6kItImyYnG9TjqStP3YdkOhIPXw10J65EQcKajkdGxyvSl3jIMWvgti8PZI+jLaJsNHV943ed6PdqTzt+kVzfNFpinpa5m9YsDS/VFOl7fu2JGz0irCh/t1mU2fS2P2h9jNtv2trQxNxrN8Jnb9I2OhcH4j10e3gczz02RD76C5OeTo6tMlZGayVmu8+0RgvRJ8SjeHSX2ydEiznL1/zg5EcvqYmT33EpJ+2zXdU/6IL7CjfUKZWwoanOc7zstGAL8OlyXrUSKOpnJqmk9znaZoK1+6EQ5DSzkkq6CYh3zl1iQC6302v4sh+EWb+o8oNapAXy+L7LJYgR0nYmGKEjZEJG/rpkSYTuO0lhfXBNMLGGLqlwbpM6THmZTQUc/pvxnmqRdjkQ88DVoQN23Yx3mMTj4cgbKh2uFIXbTiF+rhdlVg3pXEaaAxUTp2VmSlDZ4QN7WBQvnrZP7js+YVcWvUh6nMNbs/gVcpEUbTvpdueZQSJsKH0vK4IG83M2vMH7PsYT88JG8lW4092+bUQNpoDr0cBfWRym5saDl29leKO74BGNs86jpK/SNgIMz1Z6qWEndrXvsQ0woYfWxj9wmX57QwIzjpLB/heZcbXFZag9cBDgt37znJ5XTchMXqxw+kibAw1HxFoi7BRHyEtps1WRCRsGMDQnrWI73/oS1QiwkHsf019dcLvlTiLd8vSds+sijBSe01FDg8w1eOk3x3sLaF1sSAyeHzfQ5+vmMgwiTVRjeQm6pu+beeVSuvRh82kWOJMYAgd1eaMc+h2GQLieVKOfPT6NM67JtC+km+EyTrQks6u4PYytOUu8JobETFFRMJGRIRXtG+aG4QN4gZ80lHRJMIGNx4y2oncHnS59a3sFoQNT3JQh7eDR9iQrhAyJ2yYlBviFjNbBjstA+HcNQphw/emUTWUeCJs+LgtwjRyRsAIGyxh/t6BSaSH0BE2+hA2Fj3ChiGphcRUImyEmF8GxFg3GDjlGSjCxmiEDcM+FSNsWCBG2Kj/7inCxtBznC/CRoywQWas/EATNga5TYmYd2KEDZfCRCfX+kNemuDSqRA2GAPSMtzHvGe0PEcRqO8ArPf5fQo3JmzECBvGcJLJZG8YQgbHhUOnN86SWfV9ntmPL0oXDXETLFV9capoyuNnXeJOrlyELJtrbg3vXh+CrNme1qVW2QwuI6nijXDziPhHkwgbfR3nXSJsJLn6x/b8dd87wb2EVwAAaVKPs34RNsrnWa2A8aVhUSNsuBHohOd62Ji827mmHmGD0qc97UtMCRuDRthI+p1HUN9dweue8u/iBVueI2xkmUrY6IZb/bk84mxkWLfAaCNsLGWEDcaQlJu5bL549QiJqdizQmAZ6hBRYGkibPggbIQ4ux4AU5HDB/pE2FCj5sUIG+HKDoEpyNBAG2HDMwlf68PGYoQNbbsMEnU9PBrEtLHJ5hPcl5icY4/lJzLJOSsiYokQCRsRER7BOsJSNtmw+gOsxmKXNz4U+Um3SckGMK/h5FocJWr/kwR5rhA2OiOM2KHRvpVc3e0iP9fx3RS5xliuI2w43H5gxly1O4y17SOkDNQth0QdG0qd0wG/+qxnhVrt8y2s4lbGe2OIB3jf5GbC/8FZG2FDDQdvjJbbMuu+psjSecKpzj3t41FL2Oi8Bb3bscL82TBGD+q7rkxrZyiHawLb8u9N2FhUlr/BmhCkbpZzkwTXm1CJcmXHJbWIcO+TdhyW0/UlbNi3tV43dIaBHMEIG30dgwz6vjFhw0AGEz3FaDxKN7e3l9ElQ6VaDWwY83XTTCjCRpc8vqapcGtLY5IrPyhrczqUcV6/ORqcsBFq/isR5gZiqjCNkytLkJX7xlk6gAxtqG4lHy/ChpkqSev0Tuc7msL0hI32Z0Kjz8GJdbuo40w6lx2DsEHbdmzqZt0uroQNTTSMlKVISvtQrwgbFGEjwE3/1LopOmE25ytP8xe/CZ3LMhcIG7UipBTdTdjwIp5JZA+jfNRsxX7dXbcqwkYmZFc3mKY8b4pQ/Vk9QdKqwPWPrCMCtVYuazICdywpCBuztB5nvaYvPk6TOsJGtYRTZYeG49ykRtiY9yRn9rExeZsjeG4KYUOMaBBmibbVS/V2am/7EiLyXUNf92Efb5mXpGmB2b3zIPO0AN4WVYQNMGE9sXx/XTZ01aZqEmHDZW+pOtJJn8d1MhK3FRzLSNgQzxBihA09SHvWotrsBfg914wYExJhQ1Xwpjw3BdCzbPv1VMbBVOTwAVW/MyFslA92PmObz1CwlcHn+57CejQFGZrgMiTKv+i/eaFKCuHDZgCKNDAIYcPgnY/VLkNg0PMYA0xxXyK2yeQJGwu85kZETBGRsBER4RXtxt3OCBtdjF4DB9thCBuZ8LmyViLPcuSiF2NX/R3lqBzELR2PvSk1OmN5Oa1SMgS5PcDS+duasGHYH7v6r1dlMrDDu3rYMekIG1Tde/aLtrLlOnt6ByY3504xwoYlUao17RQIGzHCxijotSEeaCNOIkbYGDbChqfD90H7WoywUf89RtjozCdG2ACqca78ngxF2KBuBB6asBFo/qtyG9IgTxA28rxgasymEmFjRMJGjLDRjUHWbnUcjB1hwzUKYF8ZAkTYSFhSRdnwSthoJrTOW0VXhI0k0cnjZ12qokdUZW+hqmWuXx9160OYNdvPvr1VNoO6JZVjtpCCZ6G9OMPTeirOlUz1aGt/Bw3Chq7tnKNHlOnTVQDALJ2DN0y/CBvlOGU1YUPjsiKXHRqeI2wMStjwbecaO8JG1zii9GlP+5JBI2y0zCFShA2VsOHB7uwClbAxR4LGekIL1/69kVzpjwbyOdW/5QxqsPmIwEkXYSMSNkhMxZ4VAstQh4gCrRE2RibAtSKAnhXk7HoATEUOH+gTYQNQzqkcCBtjtN2Y/W4R6z8IVD1ziAgbIxM2Jhth4yQgbIy9D5iaPIDZOfZYfiKTnLMiIpYIkbAREeERrMNQ3UnYQJeC2H14HUapo8ttEDak27s66u8oR91+dof6/pQLjbFcF2HDwQk1xKGYbR9p/JZVf9CWO4xxNuxBoEmbmrTjqO/b8nDRetPozUiozhOa8TJFwoZL/QM7JJr1O0dnqEjY8IKxNsROeUbCxrCEjdAO0pZpjDBBwgZy2N8U1reNImHDKp9I2BC+T4WwwW8EHpuw4Vm/H52wgaS46RdAOiXCRlqG++jpxOkqAvUdgLFO71L4SU/YUPchYxM2LC/j8CZDIMJGyorxNc/txxeli06FsAFP13HyoVdv/YUIG4TNr80+Q33vBU/rUrts3WUwtY0AtBI2fK2n2rWMf21/B1JEJEoGZ4WN22RXql+4A3k/wkbZliwFH2kVYaMRYmOgNWGRImyEvphkbMJGZ3306ReSsNFS90UgbKT8uxhhw5aw0THGs1wmYhpF2HCqP5dHE2FjbKcnQVfgWHbCBkvLvcJ8MWzPQ2Eq9qwQWIY6RBRoJWxMeW4KcJ4Y5Ox6AExFDh+IhI1h+90i1n8Y8H21hrDhe08XxIetG5GwMR6mtg+YmjxAu28E9ftQfiLTnLMiIpYHkbAREeEV7QdSTeVKb9g2dWLROizkcln6ci3RcutiLYOGsNFZf1uo7WXRLuJjvpSLnDaWD0rYsLw9z1bxp2XQl0saZ32Gegzs8N7sa81DTZN2HPd9+z84k+rsywnAZPwuO2EjkNGD+q4r09oZaiKEjSq8+oJuGsfaEDvlGYiwAdTrxJDv01SGwQgbgRxdBu1rUyRsAA01vU95Rm0UgrAxcLjsSNgoEGwuIvUAZd4ZirBBOZhFwoZDYRonV5Ygy4u94izlyUY6FIgRNup8TnbCRoutZxKEjRhhQ8oTCHMTLFV9rn6EjbBR5MNFkAgbUAThWCbChkEZfBxU5hGgVhl0fWsAwkbXO2hE2ND1U18RNpLV6qdZutUrq+Khsi0TIcJGWe9FjbAxKGEj+MUkKmGjzj/MEm05jigCtKd9CelkpMyPoxI2PFwU5AI1woYVYcPyfWfK3DtKhI1I2BgU4hlCjLChB2nPWlCbvYhlqENEgYUlbAQ4L2j0405VZxrjYCpy+EAkbPQ/Kxmi7BCYggwNNPTMSNjwCWvfmxKRsBEGU5MHUG2EzT1+I43mu3O5RJ6TnLMiIpYIkbAREeERjQgbjRvMOyJs2BI2NA62WqVOLdcWLYfmlQyMIc9y+Ry18Zyrcqk6VfLDWzvHY2/Khc5Yzh0+FiHCBjPrI7ZOVYMYZwM7dNk4BIjtyA+x+9bZ6/vu2S/aypbrLOeX930HIQgbJlE7xM+VIx206UzKsDqMniJhI0bYGAVjbYid8vRI2Gg40FfLy3Dv07RPxQgbFpgoYcPHGmyUZ4ywYZXPSUnYoA5albonaT5OhI2xCBuBb2YejbDBt4osQVZ+mU0pwsaUCRuGOr1L4dU8LV1KcRITNkTTxhiEDdcogH1lWCTChoHjvC36RNgwuU3cBLw61Uown0MwrPBflado+wz1vRc8OaC3ymZQRlK2DjdTZWIyXYQNF1uF9JhmLWvJU6xXg7Ch66e+CBupJ8IGvzGfCYSN8k+RsOHfNm0tw9QjbFD6tKd9SYyw0Y2KsFF+n4OhHr393h+ZXOmPwSNsVGdQ4pg2rFtgZBrRqshQXJ+YoGOULar3lSASNghMxZ4VAstQh4gCEmEjwL4qGALoWUHOrgfAVOTwgUjYGLbfLWL9B0HVh7h9lL6Y172o0sckEja0v3n17ZsIprYPmJo8eZ6TfhLSTyP5iUxyzoqIWCJEwkZEREgoTt8NpbOhBPBDOEMnFmHFVg1gOmW3/3mqUg+RsFEZ580jbPSVQ73Bj5GHt+2H+v6Ui/I53e1GhON3o6xOv01FVt0tho3fujItRdRtiExYu1Ua/QHsMMZZ+p37QbcBzGRjGeR9m2juxcNm6Yiy9H2t+KeIsKGOR8dxxPMRHbEqjwT1fXQ2ZMufmuOxirAhGCK6naoNHBDohzu+O8Ioe3pe1/c7BbbvREqqOvsw8m9dz/Yda1NBrw2xh9tsnfJU0/Z15mtZbwY1AjSGsl4G0RAu+b109Vnbvknohq4wkcNoHTAqzFMfMeinuUrmFb8T75YszyCKhdHYaSFsdOoBhnOcj3mgDb4Ml63vh0qje8/qzbFdRCk/XTBcu1POmQ3CRruO7g0UCdvXnNAoj/geaP6rc1P6UUiDvNhWrP6QowitMZkIG4xNhrCh3/Yo9oSOfb4xhMKMI2wEnnd1sNmfVV+t26UlfW89wLyI5rMqYUP8k42+qmZru7ezq7suf8aYE2GDajfVr8iLsw6xbrYRNnzN0ZVTZyVL1rw1vLFOdesKfvYPLnv+Flly8ou+7/E24uYR8TETG2HfPiLptI0/NosV69mHsGE955TpxQgbyVa/rABUhI1kBt7oFWGjOfB6FNBHJre5SSVs9B0XZjqhp35HyqDoyZINy2tRZaa2eil1xqOkCkzY8KOv6+d7NWsjYlZLtr7tPLzuPMLGHImwnnTpAXbvO8vldb0xRWiLcNlb8bS6CBvjGkDbImxw0UzsAlNHdYbAYoQNCstmsxcxdNTbiHAQ55/m3D3l9xpAzwpgNx8CU5HDBxp6HHnWL3+Vzqls+m1gXSyEDD7f99DnKyYyTGPa4Tbi6sah5t88gbe5Xx82g3KpM4EwZi45SyM/r+KfodtlCASJCOmAxpwydgNrTXrd9n8fYjfKMTLzLHiHjIiYGCJhIyLCI1jHLWadhA3bCBua2wartOKtNq7s5JYIFpUMrCBsyF6MHfW3BuFEP3aEDWnzUkyrg0bYsLyN1pbBbtofuRyDEDZCR9gwMID1IWx4ed/Gdfd/05lcZ/VQsLc3pPTVS4QNwznB6TYHlz4YI2zIZccIG+R30zQhyiURKHqC+NuQ79O0T8UIGxaYQIQNEwJqn/KM2ihG2LDK56SMsEGOc8URLRnqNiW9Tj94hI3A+tFoETaqSG4JsnItSacUYSMt2SM9b912FYH6DsB6n9+ncGPCRoywYZGlg0yue5S+MgSKsJEmxfiaa6Mg2OcJ6Az57n2zK8IGY7o9nJ91qbofvNr6zwVHAYKwMVaEDU+EDem7RYSN6r0AtclKRwbytZ62Rthon48GjbDBVqqf0mTeK6vioXKcsrSOsFEuAzHChk9bZU+0EDZihA06XS8Y1qURYaNjPQq9p+V1TyVpmPSNhG2EDWVdNzlk96IfaaK8+3aks0UbYWMZI2ywhIGlRdtn88WrR0hMxZ4VAstQh4gCUoQN9Y9TnpsM9gz2WYbwVQiPqcjhAzHCxrD9bhHrPwiqPsQvpGVoRj31BJ6duE2tigrXFosSYcOrb99EMLV9wNTkMbH1634byk9kknNWRMQSIRI2IiJ8ouNAqsmGVRc1QkEkIhqIDgv8T04OyBRaDs1rwnVSysBqx4auCCP2gsjfKsKGUg5rtov8nPqe+oqjMZaXn3XvRld2t+OmWqT7oZh1H6FkIG45pNq3kbeTTmdw+OsENb+WdpFevzzGR33fPftFW9lS3/F2GKs8p7tF1fpKOrM5we02B4M+Yvys3/47CGHD4ZrAEISNRWX5j3WDgdPNNM43odJlVod5vtbpHnKQMgiwImxYt7VeN3RFr+gRvggbnm7otiJs6OrnIxqK0Tot/uZG2KB0qNBznK+bZkIRNrrepa8uGG5tUfPR69ZJyoYxzhO3Nw9O2Ag0/1W5md5c56UwgrBRbhxm1a2zI+krvNwkGS3ChpkqSev0Tm1nSNjAIhI2bNtFHdcWOg6dpcua5eedW7eLs+O4/JUTNlwibBgTNjzMI9S6KTlhNpYuT/OXEmEjy+aoapnr10ed7cF5LGjhsucXnmrVw7vrVkUhEbe+PAstGciP3PpoUeXXjhv/GoQNvXFW/t6bsJFWP83SrV5ZFfmV45TNUF3GU/6peQPzYhA21GYPStgIHAk5z2XZPSxXXSUq37sc/vV2am9bYyLKSRh9XW+zVGVPErvKhZmna/C66yNs2NmRO8kn6iVlJv3daW9Jn0GN7WAsbis4lpKwIZwhxAgbepBjfEFt9iL8nmtGjIlWwsbIBLhWEGfxblnarctTGQdTkcMHTG+eD0bYmECEiUH73RTWoynI0EApg07P9L2nC+HDZgAqKuEgZ24G73ysdhkCg57HGGBq+xLTiweD9NWGOdJAlsXujhERk0MkbEREeETDOEsQNmiH9w5Gr4GDbRiljipXzC8R8lduwwskR90edo7H/pSaFsKG7t3kufVmrI/jtW/CBi0DcYBDOb/6VCYD39zGGps32iFg9AgblCHR8tYVd8JGz1t5TYgDrhE2OiLenJQRNiznzebj/R0HQhA2FpXl38sRzwdhwyXPGGEjRtjowhQibJgYl3qUZ9RGMcKGVT4xwobwXRNNYBjjvF5njBE2XArTEDaQIMtLwkbKk410KCB6YY9E2OgVYaNntIW2wk/6CBst5PlJRNgQL8Kw2m5ZyhAowkYQwkbDc9y9b3ZF2EgS3R7Oz7pURY+oytZE2DAgNQRZsz2tS62yGZTBIwlU5hEArYQNX+uptJapHa/9HUhjl5LBWWHjHTTF5rwYa7PEE2GDR9go/xQjbPi3TVvLoNgcJxdhg5inTqoIGx4uCnJBRdgov8/BzEkN1mcrI0XYwPQIGydjhI1I2NBjKvasEFiGOkQUkAgbqno76bnJ7qzXBEHOrgfAVOTwAZP1UefMGyNsDFN2CExBhgZaLqcN5bswNmFjqhE2TgbCxtj7gKnJY3qOPZafyCTnrIiIJUIkbERE+ERHKOimcqU3Bps6sQxG2CAOzaUb05hA2CAUeVc5WKO95vpyhiJstBjLtTJoz7N8bEbtjDW2fcTWqWoQ46wlGcEe5g4BgxM2DGSzS2detlRnX4exIQgbBmQEkUB1UhI2WpyhjMZmJGx4wVgbYqc8I2EjLGHDcu42xaB9LRI26r9HwkZnPiclYcOUhJ4ORNignLKGJmwEmv84RiNsCBEps3ItSSsnppEOBUTPqrRkj/R04nQVgfpe/ip9s9ZXDQo/6Qkb6jgQrcRTIGz0JOlYyxCIsJGWN//Pe1xuQOmiIRzHxyRsqNEjJMIGQWhss89Q33vBk92Jtql179MBoY34exFF0fWtIISNRiGaYuvfmhE2NDI4R4+obbLzrBhraTLvlVWRX9mWSdokbIzl0OfYRkkuzxjZPOC8HthO2yBsCH0wzBJtOY6I+p9UhA0PFwW5gNc9FSM3NQiA5NPy1452zHKZiDkYYUN78/FI+wleuqArcCw9YaPczOXzxbA9D4Wp2LNCYBnqEFGgNcLGlOemAOeJYc6uw2MqcviAEWFDU79I2Bim7BCYggyyAGL5SfNzJGw4w9r3psQyEDbyPG9E1Bh7HzC1fYnpOfZYfiKTm7MiIpYMkbAREeERg0fY0DgsiOF5yXJtoZYLXoaQH9NE2PBM2Ggaz83bRXrMl3KhM5ajJcJGIOdBW2ONreJv2h+7+297vlYI7PA+acKGrq4mB/2+CRvenOoMnHJcI2wotzuq0W76zZcuh9Fh+2+ffrSwETaGDF0aAGNtiJ3yDEnYGOF9NvLO9b+PFmHD0+H7oH0tEjbqv3sibAwdLjsSNgoEm4uoca7oc0kykHF+KoSNwI5+o0fYYEKEjSkRNmKEjSLvSNgoMHaEDdcogH1lUOuq219blBc0wkYzoXXeKqjxyJshKGGDl1mVPUfTpqiW1e3I4mfd9LNvJ/c92vyav1VRSHIhBc9SF2HD1w28OvJhS55iPRuEDV1dfRE2WIKtrIywkTpE2Mg0ETbKDrqIETZ0OsZc21+6EcI2bS2Dkt/gETa6xpEhycE3YSOMA4y+7g3ChkkkHenPYe082ggbps5mtjb0logvdBEe9CPNGdRg8xGBk5KwESNsaEH18UW12YtYhjpEFGglbIxMgGtFJGxMTg4fiISNYfvdItY/OMT+MwAx2NY/yRciYWMcqHtVYPx9wNT2Jabn2GP5iUxuzoqIWDJEwkZEhEewRihoZdEq9SzaKaXLKUs5vNak0Sl1VbmWh84NuXh2SfGbfADHajmZeuQaRg7hSFdXTPFEUOWC11fcxJQOH4qhPs/zVudUsgTCkbT9x448eZliQ/HP2jM3Sgb9+xjGOEuMnWCgDSWMCRso1kHYCPK+TX/raCOD5FLfadSl5ztQ8pHIFdXUZ+lAQ5DM6j/L41F8h415mizD7mCy9VnP/VftZ/p+p1+fjMVxcWpqFF0X3rk+EOuj7VibCvpsiH10F6c81bbt7Qmt+WmEw7zGeCFkEA3h0l8s5/XuPu7mMOgkh6+pyVMfMemn5Hxnos80EnSnNxo7bYQNT3NcSLXH5803JuuRWpbOkKs+10nu8zVNhWp38qBVcURLhT1dyGWNcEgzeTe9iiPHbZj5jyo3qEFeLKuaBhJkpQluVga1iISNGnp1taV9cgd9T3iuImzo9gPiHD6GbmmzP+PfrXWmtj1Bvzqb7UWoh1UbkvCubAgbtu2i1YssygtA2Gi8mlIXbQY68OCsQ6ybbRE2fIFb03jueZ7VNkUywka3HutFXpc9f5csefWf9jIBYU4qIBE2TPqujwgbDZG6CBuNP3bnbz3ncPtUgvm8JGwkW/2yAoBcIGxAibBBlR0ajXdpXu5cEzmr/7rZ8V33Y+CLdUQH+SBLtLVeqrdT+9qXNBxLOIlC+d2Lvk70O1l27Ya7I9uwdh5e91k5/8zBhDMbSztMR/rMcl03sr+0gFXPi/oqJ2yMa//k/UJSpaszQP7vYtpsRUTChgEmYM8KhhB6ZsQoEOefpr465feqyuZjD2i7Z1a+jjUOpiKHBzT0uB76gs2aGloXCyKDx/c9hfVoeufYImFD4zTknYRf61NVSZyYELAtqDOBIXRUmzNOv75940Mn++gECfW8a+T2pe2Fyk8B+qrR2e0E1o2IiGVGJGxERASF4jTcYMPqnXVIR0WTCBshWLg65YkphI1BImwQhz9jR9jQhAlsEDYygrDh4/aABYmw4dUBN/DNbcwgf5N2DHJbhDbChsFvU42wYXJzru8IGyphw0eEDav6h+2/ffrRwkbYoA5/FuTMbKwbDJzyDBlhYwzChmGfGizChq8bcXvI4a3dY4SN+u+eImwMOiY83nwTI2xQIPQAjf4yzG1KenlC3DikRjkriiP2xksXYYMhK9eSyRA2GAPSUphFiLDRuMnZvfAYYUMlSAifx4iw4SmqirUMurq67G9yBgaGNCnGl9cIGw3GhnvfpMZjG2HDW4SNsj4VdVGMsAH9+th2oQb1vRc82Z3IsWsaYYO3USakqJZOgwgbPggbrhE2dP3UV4QNJJhnxVjzE2EjrTpmRdgwIaCEgEMb6Qgbut9M0M9W6du5hyZshFmiLcfRSBE2wui3+ncpTQnqpWXa52SE3tM2ImzkAmGjs10sbehqhI2O3PvYJ2Rw3T38zce2ONkibIABLC0WhUjYkDEFe1YoLEMdIgrECBtiFgHOrgfAVOTwgRhhY9h+t4j1Dw6p/2j0zEC+CzHChj7NskXYMDkLHBpT25eY7hPH8hOZ3JwVEbFkiISNiAiPaEbYUB0MFOWKus3U0EFed3hdKXXMp1LXVFYYy2VihPaGn476W6Jxgxvl3NRxqO9PuRAcXarCS8JGh4O4adm9DsUiYcMDuvM3accgxoepEDYat3/0fQcG49f6hJPOk+crORP02QS7HEaHPsg26neOzlATJ2wsyqZxrA2xU55LRthoTvd6GQYjbARa3wbtayMSNnLkdFQzD2uwURstOGHDpyF12QgbAPzcukONc9URLYF55K8A8gQxYGtV2/a9hS+MRthI6g9ZXnxJK+fbkQ4FdBE2ejpxuopAfS9/lb7pdHrXwk9qwkaeozEoxyZsuO5R+soQgLAhRtiYa53q7fMENIZ8D3NZF2GDMd0ezs+6VLmbVlv/ucamaG6fob73g599Oz12zWw73DG9aiOgHrq5pm/5sjfoyId1IZpiRRtLrv6xPX/d907UHXQrK8Zamsz7ZQXUbZmYRNgYaE3wTNjI5iHn9cB22oaDfC1DkCXadhwtE2HDoC5JYmiblv4cdk/L68717KLHGN4ObPm+82xgwgaXTyRsBLr52BYnG2FDjLCRzxfD9jwUpmDPCoVlqENEgVbCxpTnpkjYmJwcPhAJG8P2uynWf3SemNh/dMTgUIQNXZTjAc+7JkvY8OrbNz4iYaMbpvvEsfxEpjBvRkQsMyJhIyLCJ9QbxCjCQuXoo0/fWOzyxodmeZWfS208bJTbdxHVKCvFwblYvu6GH+VA13OEjdpBXClHCouu8wpSvvYOCc/Lb9a9cZtcri+nczNqFGrM9lDBro/QMqjl5NI/6vMNpc7J4U191rdC3e2M0Ba6sT48V54J8r41v+mcbzzcdNZG2Oi9cTchXKl9pTPCBj0nFH+X27pX+M1G/XsctFHfHWG0gXK9vdb2nXTJU2XTr58ubFhGg/UoSN0s5yYJ6jvqOZe3bv59rdM95KBk6EvYsG5rrd4yzDsPRtjo20cM+r72IAN6wkZnCHEDPcVoPLbU1/oQgtKhAs5xJvU2RSjCRpc8nrpgL93dMGP1B5659CtL2UDGeb08QSJstM797XtpVzQIXiFDXuvWBlYTNniEjdHCbvNyRcLGwBE2jFTJDp2+d/tpCtMTNroEDIs+Byd2PvSaxGMTNtR3Ll4SYvG+rdvFlbChyq0QNrxG2GimtM5bBbVuShE21Dp6ImzwPldRM0TCBrE+6tYHt7FAwGXPLz2nyzrXr3Na+2vxr7RNqcxyBoSN/oqQIETjj5rkgo2lEWHDQGd2iLCxNS/GmlOEjZxH2JgJtt3yJ7LswHC5KEPz3oeNsOFXx1EjGog+PmGWaFu9VG+D9bYvaZyJhNPX9XNTLsmuj7Bht9f13EWaETZgEWHDch/SiPjSJRy1Dpii5QxqbAdjcVvBsYyEDf4ORcJGjLAhgxrjC2uzF+D3XDNiTCwsYYM6i3eA7bo8lXEwFTl8QNXvhiZs+NbFQsjg831PYT2aggwyxD2/OCvq/bycSwvhw2YA3aVvujKDEDYM3vlY7RIa2jlt5Dl7cvsSw33iZAgbC7zmRkRMEZGwERHhEc0DS4KwUZ2y6Q8daefBbgfbwQgbiRJhIxePr8JE2CBv62qU02wX+TFPSo32diM9YSPPYoQNr8pkYId3mxscpxlhw/A5y7LlOg9I2HCNsJEAYpuo47HffGlHlJIwRcKGGhWobdOV583DzBhhoxd6bYgH2oiTWLIIG6Z9arAIG4Y37dpi0L42YoQN/lsoncuojWKEDfK5pYiw4aXtKT1AcfxJ8mGM89QtukMTNgLfzJzBf33owoS8+VaRJZiXawknbEwqwsbAhI1eETY0USxdCz+5I2xo6iSaNmKEjd7lBSVsqJ7jHuayrggbSdKUJ/F0cF9F2KjK1kTYMLj5PIiuZHvDPpkNMXa17675G3/n1XsRk2mjt/iRWx8tqkAjAjLkejYvzTAYYzZzjkQmSaoIG7PEA2EjqQkbZISNBSBsaCNshJzXQ9tpGw7ytQyDRNiwjdCgiUqh+26KUSNslL9JU4KOsOHB7uyCirBRzplbYGiuMuTT8tdOwoYSYaPB6lKzc91X0mdQved4TziZI2xEwoaMKdizQmEZ6hBRQCJsBNhXBUMAPSvI2fUAmIocPhAjbAzb7xax/sEh9Z8BI2yMTNiYbISNk4CwMfY+YGr7EtN94lh+IpObsyIilgyRsBER4RH8QCo3JSw0HP5lBbGpjMnpmcaJJ4hSpyEmJKkayUIMXxeGsMGq26nUkM9Ku7B25ya6fS2hI2xU70b+mXIQN92MtqZX5ehSLqvkdoSNzv6bt/dfb+0uV0KWxRMafa3lMNqEsBH0fYu/6b4btpFJ2VIa/r5z1wOi7nmtcfrTeaN9s41YKv7ZA2HDdtxJ0M/9vtCnH4nzJvlM9Ufhb6bvpEU+BoakzMeUsBF2fhkO1uOOSBOiXBK247FDhkKQ+jdd9JuQ79O0T3HHO6AkbBjW37qttWRQf4cwg/Q1z32kTR5uUEuE9lIJGz7XYKM2EuqvOgL3lWHIOU4+vEwav/XJqy0fozRlm5quFZ66oFbX8+oAquoBlWMX7zcDEzYUncbk3dgX1TI2qXbxhBD1oQsTOmHVfRJk5Z45rfrmSIcConxpqST3vHXbhwjidwlKnxBJTMWf3depTsKG60TigOBrt27PaKHj0Nl6kMnQtuNNBp23ocv+ptQb03ITOs/txxeVZyWhR1sINR51hA1xrGQe1qYqt6rMORqXwBjsvcPoSn7sTrQ+YWa3qR4rQwpkAOqori0RNlz7iGYtq21k7fNRZS9uk8FFYVPmr/m8GGsrs7l1VrU8ZVuyFLwPJij0hvodDOwg7dBGImEjK53rXSNstI+vsHZa7iA/L4tOWB5uiVYIQWUpHQ8R+rSnfQmlx4bRb/U2CVH2NA1jd3aBStjILGSz3Yc0+mOHbH3sE+3yIdhYs4UNYWOQfVggiP03KTdz2Xzx6hESU7BnhcIy1CGigDgfNfZVIxPgWuFLv5eyDHB2PQCmIocPqOtjjrz1Nn7tOVUPwsaYbTdmv1vE+oeHRqeXPof1XRA/D3HepY6bId5HH9tuaJmGgs9zRl+Y2r6E8pOg0g3tJzK9OSsiYrkQCRsRER7BqtuFylsqjQkbcnr+d35bC5WesVyTRi5LW641FDkBJCnrJmx0RRixRvFcNqcOb1vaRcyFal9r8PrpNjFAsiIfxorlmJZtJKvaj7oOFSwVf1oGfblUem5ocG93kGPHH8qDL7WvSSJ0t6NtX+v3vmt5G2mkdGb9wmTsiISNLHc0EpqMX37Cw28ANiZs1G2UtoxHN8JGjz4YuP+a9Tu63eln+KOCvKbvpEU+BoZZmY8pYaOSNdf/viibRptx57NuTnnajscOGcBQHXYil2UZ4n022iLXz98sZ9UtyRmDcf2t21o3x3s8hBmkr3nuI23yVE4ZyUz6TZrjU7sDAOc2EurPHYFd9QCvOlQHRCNl1ecdCRtt+RilKdvUdK3w1AWbaw48tT2pB/D5p3A6HIywQej0Ju/GFq1zfGD9KER96MKETig4ec6FPXOaFGN7lFDSE4qw0TpONWtiMpN1etfCOwkbrhOJA8Kv3Zo9o4WOQ8FJJnVvmLTbdrzJoHZI8bce5fmMsKHqorVjkdk+3wTUeOTTk0TYENbE+Zb7/MWHHjenZlmmsSnyfQO9PgTZD3pal0h9Qme30ZTBba8JX7+KX4s/6iJs+FpPNWtZZSNrudQkmSWoIiK1yeCksMmOJZtlhI1tKx4ibDA5woZ23A11qO/QRhJhI+E2zoDzemg7bZkfn02TkEu04djUPqOk97UvofRYrkd61W8JmwSXnTFgZWbfRqHtdrzuq+X43crRg7BhWpdifFX9sUM2ZztXJc9iEzYG2YcFgngmEiNs6EHasxbUZi9iGeoQUUCcj0bT73rBzgfABEHOrgfAVOTwAd25Rq4Q43U6hHRO1YOwMWbbjdnvFrH+waG7yEX8HMh3YSzCRmMvNcD7sPa9KbEMDvI+zxl9odEXRiZriu++n6+ee9k25w5T5rZGRCwiImEjIiIA8uoqd3lhY0xdaFVjcC491oewoVXqGKdk9q2QctCGwvm5OoCDqrMz3Y/OcjBO2MgS6XvDqD4UYaNqF3EqFZxwlMNY3ca6qy0oR1IlVVm00o9Iscs+wpp9RJc/KYPaLzo2OF6VycbhUZgNC+9rbQ4BwitvsJ8p53IKvd53kVCfRkxn2C9ay+ZFM1Z9yfPSqbD/BCPJKc1rXAb1hLPTsU1H2KDHo/gOm/O0mdx2hgv1HXruv8oaos0+p9u9UyQdYcPC2VDtayJho9NpkVgfzcbO9NDLEc9D3WznJvnhMrGrMx9fixRDxOCEDcIRvo2wkYvOjF1zq3Vba5wjPMwRJnIYrQNGhXnqIwZ9nx9iSAcbogO0QAjqPAAwIEUYjccWwkanHmDYH0POcT4Nqer7UQ+dgLouVRrde+ZpTMl9frqg1sHSz5JNOARVjl2lk2AiGOdDrmvUJQIG78a6KCGP5rgIq98HcWijCyv+nc1qqxtLaqIzgFkqyzUoJkjY0DeDhrChkLB7QXg/fJ7W7gdEwsYI78lmf9bP+U+zZ7TQceh8ZZns9EwdSadP3SyfVRcO8TeT4jTrhTNhI2/mOUtmdVf16FhErZu6CBsy6cC56GqK5Je153mGhk3RxP7jMhZIqPt2j4SNPIdUj5a68XeelBGRJMKGfrMv5+mBsMH5hrU9tos0Y9B21nYesTAxbYKteUnYWN2yzqrOU0PYYIRDXyAbZFMmZXBaVEwkZ1SEDce9e/t65Ge80DKUhA0+1pEHXKI1ZIRug642va99CeVkpP7uR69U32XxmxSgLdHNX12kiPL5QHYeXveVki0wBxPObGztyO3ps3K+4P2RtaQF5Lr229PzgnQXpo1r/xSJPBzVEWApmoldYOqIhI1uTMGeFQpDXqISERbifNTYV015biLO4t3yLP4xdpyfyDiYihw+oCVsqBE2NHZU6ZzKpt8G1sVCyODzfU9hPZqCDBKkuUTr7OK5vDJ3DTEh5BSs6qLVmYCL/dK0bJN3rmsXV9++CUCcn6ZC2Ahx3uUCLWHDwP7vpV+Y5DmFdSMiYokRCRsRER5Rh3zXb5rJCBuJbNgmHTiV9MaEDV8RNoRNY5IW/+eQdXq9k7u3CBvciZ7L1dIuurMCf8QBbpHWsM7RcaO/x9ueG/3I8EYr7YbIqr305QYnbIgH24Z1tgU/fG70NVEMg7EW5LaIxryhkU9sj8Ts4Mya5V8583Fvs97ekJKcXiNsCG0ULMKGYfu2PjtmhA3dvEk+wx/VEDZGirARhBA2IHoRNga6OYGE5+gJoxM2DPvU4BE2xDk+Rtgg5emKsNF1M4lteUZtFCLCxoBzXIywUUPvnOqh7SkdQiFsDBZhg9BLRouwEUg/Gj3CBhgyJcJGkXSEgwrRs6p0AMZcc0v7ACIYRdho0eldC48RNkrwNh47woa6R1ngCBuMMaSl0Wyui4LQI89ZMqsiUvicK6nx2EXY8BFhg59Bc3Nqls81NsXu9SGIruRpXSL1CZ3dRlMGf+dShI2KQdESYaOPrUKELsJGZSNrn4+qC37a2s5jhI15GZ1sdWVunxVHXrZlkoJXOIFC2Aiko5DwFGEjT7g9PeS8HlaP4/nVETbycEu04djUPqPq0572JaaEDa8RNhSbhMT3Te3bKPSeltd9pVxYihGgP6PSCIdSOKP0ea5E2GBA3vJyne1cldOOeJxvWLfA6BNhA8DozlG2qGxMjNXnevPFqkNoTMGeFQrLUIeIAlKEjQD7qnDwr2cFObseAFORwweocw0ROr+SGGGjR7l5jik4Hk/hHUjoirDhm4QfxIetG4sYYaNW9Rd/jgOmQ9iYWuQ/03PssfxEJjdnRUQsGSJhIyLCIxjji7regZkkbDA5fbU4N5z65fSM5XWaXDaASTdEuiq7qpwoD84FRwYpZ0KRd5WDVYQW1SDN66xplzbF15A0QaIqX3e7EZCsCEmFzWCRzM55sF1W9f2YHZCYbohIGRr9Qt9/60AontpdakizOvcto9nXhBRt7cjHY25X537vWyefuMk2I1SYlC3Vmc9XrgdESj9iiWb88hMe7lBmStgQ2kg6ZyTGo/jZ2KnasH29PWuUvUE/arS72qVa6i+2v+k7aZGPgSHlt4UaOr835yPof584rMadx7o55Wk7HrtkYEy4sEUZmwO8T6ot1Pmb5QxpOUgyBuP6W7e1Zv7yeQgzSF/z3Uda5OEGtVRoL4mwofYvx/KM2kiof+UI3FMP8K9DdUM0UlZ93pGw0ZaPUZqyTU3XCk9dsPk+4KntG3qAvNfLxQgbxpG/PMrDicsG78a+qOZBY9fe2BdC1IcuTOiEvPuwBHOBsFHdLzAmYWMCETZax2mXTu9hneokbLhOJA4IvnZLB7NlPRMMsn53ymRo2/Emg9ohxd96lMdy5h5hQ5NnylLhpn9/c6VafTXQJWN6+4cPwgavT0XYyDLBrma+PgTRlTytS6Q+oRuDLYQN3i5SiryFsOHaRzRrWW4QYYOlTLjQqEUGF4VNyC/PWRVhY3W2ZZ1VLU8zwgZDoTdUN8cH0lFomfq3kZawMQ84r4e2c1UEhZJME3KJNhybMgh92tO+RNVj+W2lQfRbwiYh833D2J1dUDnfcMJGzlAPXks7siFhQyRj5y1ltO6BjMDlEx3pDOsWGDaEDdVus0gQ9aAYYYNANYzk87FFtdmLGNImFxEW4nwUYl8VDITdzi3LEGfX4TEVOXzAZH2UdIhEc07Vg7AxZtuN1u8GPnMkxZjAO5Ah9h/B1ykQMVjrwzbA2Qe1ZxrifdjYdr369k0APs8ZfWHQ8yEDiO++bSyM5ScyvTkrImK5EAkbERE+UR1ItRMW6o2B/gCLL3ZJqoRHy+X0LMnrNNzB0NIZ3wg6RwkpwkYi513dhieX5ywH406UykZB4/DdaDsBVQhFfq1pX90i1xjLhWk1ncmHseK7MXcKhySrj0Mx6z5CyUA4m6ntq/ZN93aXdtayLN5QjsVccRSQ5ChFMImw0fb+NHlavW/xN913y37RVrbcd/j4c7xpQTu/qH2t/Nf4hFOZWwElIpASYYM132F3/1Tl7nPQFpawYduPEmXOogsQ/uZA2ODy9SFsdM0vi7JpNFqPTOYFx3KdCBs9b8Wj1kRRFuf1wkKOzjULqG5JtiJsWLd1c/7ycghjIIe3ceSpj5j0/crAlsgHG9r+1SGHkZ5itE7Xa1YVYcOwTacwx4mhinm7WoVXF6C+n1bCRlsahbDR9S59dUH1fQO+2l6/B+T/cscflgxlnFflyUs5ut+NdUmaOb7+TZ3/AhE2HPu1WWEEYSMTCBtVc4+gs/AyRyRsmKn3zTVR3GP3foWGhA1MhLBhtXbb9CfdntFCx6GzdVmzFJsXy3vpg9bt4kjYUNcLn4QNMc800TgWeZjLKIdiyQlTsyZ6ibDBP+S8zDkazgEGDkpOY4GEy56/RmPPh1Je7W2WGsJGwpPw9QtAHfJCU6IfuaWJujLzthwlCX2kQdjQ2tSUhUD8rVM2gbCBpCZsrDgQNvImYSMB9ONuAQgb4tybl+9j3jOaVj8bk2f9pnSQ5zVgyAMu0T3szsqZTaXX+9oalw+qenkIfb05hxS/SeqjjrDR8c7DzNOChGXdeYSNYkSbOpsR+zMyeTmmxPJb1nqxrr30o7YzqLGdjIR+wUESNhS7zSKhutQlEjZINGxqmf73RbHZi/B2rhkxOsT5qLmvmvCYJi9+ccnSbl2eyjiYihw+oOp3AE3YYAmrln5uG9Clby0vsC4WQgZf79tZF/OFAGe9TqjaRSQ6Q9A5/coXxIfNAI0zAeUSZMlW43tcGLzzsdolNMT5KSn7VNDzGAOE2T/3h7jHoN55qPkr+LlDREREJyJhIyLCI/iBVM70YSnpCBtymPpq8WuEl5LTM5aTIWb9KnWqnABL89oBmhGEDc8RNurbqdT8u9tFBN2+/eTRhwls3v7Zh7BhJKvajzwTNkgZLPuv+jvQV7ETD4XChKtlZF+rYdKOtn3N7n2bEjb8haaX6swJZrnrgbUyfhPN+OUnPNyhzDjCRj0Ikxkg3rKue3/i925yjd24a5cvEGGjtd812yhdMSRsiO1v+k5a5GNgmJX5GBM2liS8us24GzrUJQnb8dghQythY4D3adqnpFDTDMb1t25rzfzlY40btK957iNt8lChw0PpXEZtJNS/Imw46gFDznE+QxWbhBg2SlO2qela4akL6nVXH21P6QFct5qX806SY5Dw14Q8IUJEt87xLrqVAQYNeS12wkq9SmQVqnJkGuFgYEIRNlrHqWZNNNZXDQvvjLDhOpE4oM+6hNxmj63ZM1roOBSc1izlnXfZdrzJ4CnChqg3eiNsKLpozSfyN1dS41GcKnRropcIG2V9kjkry5zXdrWqbt3rQxBdydO6VOmljYhdok2Rdryt2oivX8VDZfq2CBuOfUSzlmUGETaSWVLoMF0yqB1P/K1buPpTnmAr80DY4OM0mYG/j4QVekPt0BfGhkPL1F+pnWdF38iR1xE2gs7rYfU4nt+c768QcInW2VQ737m+/r72JZQeG0S/JWwS4prgEmEj1J62QdjIoVlPSOGKfw3fd14RiOp5vZWwIdTVLQKZ5gxq7FtqhX7BQRE2VLvNIkG0MUXChh5TsGeFwjLUIaKAOB+F2FcFQ4DzxCBn1wNgKnL4gMn6qDvjkM6p+hA2Rmw7134H2Ni8mvnYlB0CU3gHMjQ6pvg90GWTYxE21HET7OxHgLXvTYllImww9COZhcCg50MGMDnHDjV/jeWfEhERUSMSNiIiPKK+QcyQsMEV4URO3+kgnwxM2NDegF+QNspvSt56Rd5VDgZeR/1ttG3tIsKbclHVr4WwQTiIeyVsqP2o61DBso/QMtj1X28bH7FfGda5RyFlUfShk0k7hjF6CRto8hZG+zay3jTy9w1HwobJ+O1L2BAMXUkqvx/d+xO/GztVJz0Mui7PGmVv0I80bRQJG8NjrA2xU56RsDEMYUNmfXZXpAOD9rVI2Cj+XQLChmto4EjYoEDpAdyxqyZsDGOc18szKGEjz4HqyqklJWywBFmeY6v0ra0uHh2bsMEd1Hveuu0qghFhQ9TplUsRXAtfOsIGAOPLyiSHVCHCxhQIG3xvqCPzh5BBiorTFrnArDxO2ODr6FznVN8jT8lx3KMtZEzCBh95SRldKsuzpp3DYP8cRFfytG8n9VLRptjiEFERNlKRsMEXkRbChut6KnQMVtk2+VzRPh9V9vG2fupC2BDqlOUJ5qVcq7O5VTZynmVbsrR6HwmgH3dDHeo7KLXZvLTZJXkVYYP/Zot+NibPdi7FQT5hecAlWmNTNXX4V+q/0IQNxSYh8X1TbhNmML2ZPPSetmqLcsKaAxbOZnbzppawkRsQNhh63oracgY1ttOT0C84lp6wUb7DvnPqsmIK9qxQWIY6RBSQCBv8x6H1u17wf54Y5uw6PKYihw9EwoZ9vzN5pi0fm7JDYArvQIKOFAyA8vNyL87OP8kXImFjHPB2TlhSRdgYew+QYcDzIQOYnGOHmr/G8k+JiIioEQkbEREe0SBsqIZqwXm//CCnNyVstEXYyJtKXaNcWwgKe85vGUtYHWEDTM67PsmT83GVg8lOTBWL3vIWRm/KhXYjU7d7m4P4FCJsCKK2vhvT/tjdfyH9TtanC7qbzjwr1M0IGy0bKCFMJP/c1yBt9b6RgNw092gjG8W86C/l+84dQwabjF/rE06lb4Iej9I4EL539021DIv6W45ZW/SaN7CYhA3k+t8XZdM41obYKc+QhI18fMJGNd1X5yADEzY089dQhzDe+lokbBT/eiRsqDrUEAZsH4bUZSFsNG/EdgSlB5R7m3kVYWMg4zwhT2jChny7rLiXXDLCBt9OsARZllWEjVnKk45wMLAoETYMdHrXwivCBtPYTxaUsGHcLro9Y4JxCRuW0VO9ySCOCdXLsEd5QSNs8AQDRNjgJjeKsJHN3dcmnltF2MjmEDbl5V87bK0ItB9s7Jk97nuyXLYpkpdxiISNVEhB2F3FPFxv4NWsZSZRaCXCRqgIGyJhI0uwNS/ycIqwwZ2t2axJ2BjrBmaXCBslETNnedVdBiFsBGujIr+asDFwhA1TwsbAETbycn4cOsLGrIqw0U44k7MNa7fjzjdShA3Qc5YiXPGvqQ29Z4QNG/uEXj7RiG1Yt8DINKKp3NelI2zECBtaUGN8UW32IpahDhEFtISNRYywEQkbo8vhA7aEDa52RMKGvdxDnzl2yTGZ/lv1H8VRgvLzci5O6M+8qEjY0LcLG+BMKDAmSdgY8nzIACb7xFDz11j+KRERETUiYSMiwiv4gRS/cV5etBoLbcMAXhqxckVBrHQFJT2jDWBaZbdHmEBRrsIAXx4Wp3lN2GByhA1GGOpd5agibJQO4qxqmO52kWrjTbkQ2wWNzwlxa7jqnNpaAuVIqpVD7kfdYpv1EVoG/QGsqXFW/M0OmoMz42tETSH3tbbDaKsIG17ft3ioryQUy7HsF21lS4Sw8nMVYaP3O5D7keiUUztOKyecXXOI5nBRdXrUvT/xe2ffzPX93wyWY9YS6hqi73eqDEAyExxS29pYR9iwmdeVviYSNjrHiFo3an5ZkD1jL0c8L75HdnOT/HCZ1tkTuvhn7AgblCM85SRXPWLY963bupq/UvHHjkp0w0gOg3XArDA/fcSk7/N6pEJ75cjJ/tVeIKTyeo/HNsJG5/vXyzDkHOfTkMrrW40dnZ6pOBnlmspV+ZiS+3xNU7zd06T2i+y9n5IyLv5VHSm5Y1dJ2EhYHWEj6LpGkbAN3o19WWVR6n5I5xjnWz8K4dBGFiZ0wkq9SpDnObhfT7XVj4QNAMRyaqDT94LwfowjbPgY+7aw2J/122OL6QS9w7HOZnsR6mFPhA1iz9DyQPGvSNgwlFusn0/CRmPPVOqiVU/16axDrJvaCBsrAmHDg45ekRFyYU1QbYqNdYrWFfzuH1z2/EIuGltgkbVg2wHd73iXlCNs8J6gkcnJViFAQ6io7bHtenLluGtL2DCeL3LhU4KtrCRszLbsspGyLMdpMgN/HwkjHPqGMjiog9OiYiJhI0+K53rrPkb7RE/9jpShyL8ibCAPt0T30kupM57i21ARNrzo6+r5VvmbzG3UzV9de7QQ83Qzf34XzRxMWE9s7chdtskmYSNvqT+9DpiCJ9acQY2howpoi7BR3bWm2AUAX311QFQcy0jYoLBsNnsJBvbCiMWAOB819lWT7pz+9Sz7PTPs0ofCVOTwAB1ho7E+auyoQH0WYmNvCa2LBZFB3YeYPKPLRnPmOMaQn96aKFwiISEMMVh36bC7D5t5uQ3Chsam6vud2JxxDt0uoVG174QIG43zypEHodE+Ufjey9ZOlW1iv1+iNTciYoqIhI2ICI/gN4jlxC1mJGFDCWNJOnAq6bURNkKwk8Ub/fktYym0ETaKsvSKvDtLmh8wKfkbtItcHU+bUinSARqfWZqDchAPEmHDNGy3ZR8x7Y/8fQQnbIj1CxauVu5rTJN/L8KGz/ctEjYa8oltlBJp7MuW68w3tI7vQB2/iYcIG42+idaINyLM5ym7cdcq35gRNsQ2ki7Pa6m/2P5p2vzNUj6XCBt9x9pkYLDZDVE3pzxDRtgYgbBh2qcGi7AhETb83WTThxzUu91HiLChGv1C6VxGbRQgwsaQc1yMsFGjTz8yzLj4t6EHyIQNluR+yyWh1+lDRtggbxkX5ViWCBuV0ypDlmXgl1unUyBsMFbrcqVj59AitI5TA53etXBjwsYyR9hgCSrv6gTjRtiwtO14k8EhwoZOd2U5AwOrnCjmmf34onTRqqsqc7YLqPGoJWwIfW2+5b428dyqCBv5XHAW0Nv82i7UCBJhw3Fd6l77kmadq2fr7wlfv/gzANFPPdkbNGtZZY9l7e+girDR1k+9RdhgmGfFWFtZmVtlI+dZjlOWVnNiAoWwEcwGScCB1MKjaUgRNkLO64HtXLwPDR5hw7Q+RP1DR9gIot8SNgldhI18ShE2eFvwCBvIyblVIxxK4eTvZPKxImxoCBsTibChI2wsY4QNMNSRIj1EGlsmTMGeFQrLUIeIAlKEDXVfNeV5yWA/ZJ9lgLPrATAVOXzANsIG1yFSpL1s9lNoO9d+Z/JMWz42ZYfAFN6BBK2fE4z1e/vi7PyTfGEhI2wMciYUFjHCRjdM9omh5q9BfQYiIiK0iISNiAiPqEO+6x2km2xYffpqcU7b07Mkr9LwP4nGw0a5fRfRyijMqoyTBAAnqCCByPKnbvhxlYOVB4J5rmwU8u52kevDkzuyk6V24UIKhI0kr0LWIRfKYTAOZVexqtOW9Opt3L4JG5QMjXL575DT80gMSr8W09pBeMiwzrZo9LWW25517YjGkO33vsXf6h94Xevx2Ki/SRq1bHXe6do0Vrcvux4Qyf2IIdf0tfJfY3JANSFVv1DjkSRsWN+Cb9OZ1WcDGT1s5g2IJLyOviq2jaVDk04+AEjLd2tK2FDrZjRXTgxiH2tbj4LUzXJuksDfUarM/bYiiIedwppo2i6+YNqnWF473WUM5vORdVvzB5igX/hwuuiWw2juMIGvPmLQ97lBjbHCMZL/putfnYGmSP3bTqbGmiWk7/YT0cvg7d0YoKojWD02e75D/n6qsdNC2GhNU/YpvlZ0yeOpC/bS3Q1zLvNVdIjKsaucd7yXS4mj7kmL7ybvxrooYu7X6vee9SO1PkFvUBI7YaXuJMiyDFulP+isau4RdBYxmsBIETbM1Ht1rHA7BM/D0zoFirDRKWBQWO3P2vaPdAHlB2HPaKPjkNm6rFmKbYflvfTBRrt0PSqSmLjeYOw4Xn8U9UbXCBtqHbguWu1wici+fUCtm2KzVDevCX0t80DYqDhtnLCRZYAabcLA5mX9zo3gsucXUKn3TDDP5EL+tN0mm9d9hyV8/YKQXkMGcrJViPkIE3X1SvilC+16ctM+bqYz9yJs5Axb82KsraRbVtlI4OOU1RE2GAq9oer1gXQUWqbmemVMJuMRHsr/ATWJwxZm87qnfkfJwPVkTrREHnCJFid2U5un2udlwobzvqTMX71NOYS+Ls1Ngk2i2jIwIE00OkRXVIog83SNyvmm/F4sUWY28abO2WGbVPpjUX7LWk+uA4bQETY8XvDhAnFbwUERNsTIqGM7R9lCPEeIETb0IO1ZC2izV2FiL4xYDIjzUWNfNTIBrhXUWbxTlnbr8lTGwVTk8AFVvwNowoZktslrm30fwkYoXSyEDN78SjR2m1EIG5NbE3n/Iggbvvd0/H1KflXy30KAOhPQ2lR9EzYM3rmuXZaJsCGe3Y49Z4fZPzvAYJ8ofvc5d/Q6d1jc7hgRMUlEwkZEhEcYEzYoh3c1QkFKRDQQDq/VNGFYuCLDmpWyCc69LJHLJQ4zfEXYyNUIG6rDt6ZdpFyo9rWGhnkuKNNtN/pb3/bcJmtowgYpg13/VX8n69MFsX6BCBt0XxNQnZXQ7Wjb14zaSLoJlZDPJE1H2daEjb7vQJ3XEs34VU84TSNsIKlvN/cdYcNy3Hl71ih7k36nJ2wY1d/hBlqdfAzMmrDRNb8sghFDlHGYNctTnrbjsUOGtggbQxilTPsUyxnSxJ6wYd3W0q02/m6ysZnjnfua5z7SJo+vCBuiodC5jYT612tQPz1gjDkuRISNauy0ETba0iiEDdMIG65OXH10d8OMi39VPYDrVvPSEW3oCBuKTm/ybmxBtukA+n2I+tCFaQgbrCRslH+aVf1zhIMB6YrkcQgbRuNUQzBWo1i6Ft4ZYWMChA2bdYlKp4fo/OefsNFrzTLZG4aQwVeEDUFv9EXYUHXREI5F1HjURdgQx8rcw83SPDvWFmFDXadaCBtedSVP+/butY++oV68sV2OsNHiqOvL3qBZy1ovNRHeAUva7eON/NXfuoUr80+QZcBWVhI2Zg6EDe5sncyq95Gg0Buqbh/MBknAoY3mPHIWgxCQJeC8HtjOxclJ3EE+QcAlWiI0Gu7Jifr72pdQemwQ/ZawSYhrQuoSYSPQnraOsFF83wKMZbPtv7nSH4tH6Gha7vtK3RlUmJuPbWETYSMVbgoa3TnKEuI7jIQNPaZgzwqFZahDRAFxPmoS4ac8pvV2Oxe4nl2PNQ6mIocPiDZ49TcOnQ7hHGFjxLYL4jNhUa5N2UHA9aap9F8tKRjB9MwwPmzdoPZM3vyWWmDte1NimQgbU4ywMcj5kAFM9omh5q9BfQYiIiK0iISNiAiPqAkb+rCUzYU2k9OrCqIaXiqX0zOWkyFmvSp1gsLOnbMlwgYIwkYXYcUSjBMCcr1zU1u7yNUh2tcWxEZGbCNvhI1WWZV+ZOiYb03Y6OiPXf1X/Z2uTwckhy5/IWBFNPpay2G0EWHDa3hPE2desW9aHpyZhmWs8nO9tdFg/PITHu5Q1nnC2ax/OMJGj5DJLs8aZW/Q71QZwPk9AxI2ZjVhY1a+W2PCRqOPQP/7hCFtsgcOOemUp/V4bJeBImx4d5DukKNrzWI5q8OkMhjX376thfnLo2HUZo537mue+0ibPN4IGz7Ho1D/irDhGF4+xDxAIQRhoy3EsFGask1N1wpPXTDgfETpAcW/83k575iuy64g9JIQIaLpNtXo94EIG4OEvBY7YaVqKhE2HJ0nnTAhwkbrONUQNowJxhTyHNVtlMI8TRI2XCcSB/RZu6l0RAHlB2HPmGCQ9btTJkPbjjcZfBE2BL3RG2FD0UVrxyJ/cyU1HinCBndQ9RFhg9cnqSJszJs6sMH+OYiu1Ngz+933SDZFirAhRNhIUh1hoy3ChmMfEToGt3dzGxmPSisXW7+DLvu4mn/jty4I81eWoYqwsepC2BAjbHDCBkOwcWcmU/824tE0cpYjL9+Ha4QNOxuT5zbi+infXwVdonvsyYn6+9qXUHpsEP2WmJsk9THVpDG9KCjQnrYmbBR9ZCuHsWz0/oyA0h+L8um13nlfqTuDMq5bWNgQNng/FX9bFIjvMBI29JiCPSsUlqEOEQXE+Wg0/a4PApwnup5djzUOpiKHD4iOw2LkcBGy703xW5o7EjZGbLswPhPm5dqUHQJTeAcSJLugiOEJGyFVWmrP5M1vqQXWvjclImEjDAY9HzKAyT4x1Pw1qM9ARESEFpGwERHhEfUNYvpNMxlhI5HTdzrIJy2H11yEQIQNbgxmiUjYYIoyGYawAeWAsKqs2i7JuISNykFccbKydh7M86qKRodiiZmxxlbxN+2PXf2X317tlbBhWOcehRT/5YfRLQ4BgxM2DA71pU227U1nxpvG8n3D8VYXk3nN9oRTGpvlnKXcxqt7f+J3Y6fqpM9htN2YtYXVYbpwWJaY3lg8JcJG3m+sTQFeHcR7lj01wgZyDwfZPeWo5t1c//tghA3dHO/z1qwFJmwAaITMPWkIG/lwc1wkbNQINh811mDukFrknXHCBsuGJWwoesmghA2dfu/5pGY0wgafwhhDlmXgvpIrM+6cPMLBgHxFcvF5Tt8KHFKE9nFar4nUpQjWENeRSNgo/hV1Dp8RNnqtWQZ7wxAyeCJssHJcc8IGv7FtrnOqN8y3QdjgXdXjXpIaj3y4qIQNPm7mHggbaVmfBKLOodowKsMYl7iRT5j9oJ99e+faJ160odRNirAhEjZYWz91sVVIhRf/CmuZyaUmEmGjre18EDbKCBvzrJBrZTa3ykbOk0ekSGvCBhSHvmA2SAIObcQjbOQsr5y7nCNseLRN9xACADDn+gDycEu0id2VekbVpz3tS0gno3Ki9qvf6m0SkvqYhLE7u6Byeiy/F0tUz/fXRT4p54u5cLyetZAznfeV2jOoMI50tmgjbACFLlG9G7YkETbKG2b7kuCWFaQ9awFt9iqWoQ4RBSTChrqvGpkA14oAepbr2fVY42AqcviAiQ1ep0Mk6Gezn0LbBfGZsCjXpuwQmMI7kED5OQUiBtv6J/lCJGyMg0jY6IbJPjHU/DWoz0BERIQWkbAREeERnQdSVcT6XP67cvsSvfjJ6XXEBK1Sx1yVuuYhYpIWDtBA4chQ5c0AMCY/50kOpjjR1+2rtMtQETZAbGS400eLg7iRoi38yeoWM1PCBjPrI2R7WfZffxsfoX6BwtXy2wLrw2jaIUC4TKsxxoMYH2wIGxaHi1abRlZH2Mjzctz1fgfd81pvwgYS8JdCEqgYkx41nqdcbrUJfPOgWb9TZbBwgJsSYWOBD3+8Ooj3LHtqhI1ea6UjTPvU4ISN1ihK9hjU+BKSsKHIdNIQNgac4yJho0aw+YjUIbhjFydsGBIpfcvD5RiLsLHsETbKP63ym1nHJmwsQoQNYU10JmyIBQnztLinq/YDy07YkOwZldf8uIQNZT5aNMLGyRJhoyJszN3WplwgiqVVhI2stinyuhnsvYPoSi57fikbSp/ottuIETZSKcIGTz9MhI3K1sUvNekgzTQibPgmbAhtl2XAVlbksdI3wkaeA7kQYaMiBSgOfaGiR1BwibBRpsuTvCZshIywYRuhwBqlfipGPwlN2BD35D0jNCx0hA3FJqGLsJFb2C1C72nrCBvF9608tyfcmJ6tlHNvLiiQeUaTM933lVweUWGdFmGDSbq0/HeTG8SnDvEdxggbepBjnM8dC2SzV7GI5w4ReixNhI2BLndySR8KU5HDB2wJG7zTpogRNvqWCwAsHc8RfgrvQIZGkSt+KP7xPC9qfdiWmLBhejGvrl0aPoULiEjY6IbJPtH07Lpv2ZGwERExHiJhIyLCK5QDKeXGseZCW1mryuS59FhnhA0YEjaEm6t7obqFsj7IZ2ku3JaTKOXqDcbOcigRNhgVYWMowobULsLPlYN4txNqW1toFbBc90DVYeTvpNh2faTRXpUMSrnUBicvnvG28dGREXp3qo6iDG4PtImw0SWmro2az/B5pq3+QhqYtVHj9m5dX6uyZdWXOsKG4zjSjV/+N/WEUzsOxDzrPpLzw9yUHo8izI0D+v5vBvVZz/1XWUO0r4aXKdxuxhLDeVrn0GRRB7WviYQN/RwnPgzpWdKZ2XebBkBvB3EPdbOdm+SHy8SuzvjCWjQqYYOIXNBG2MhFwkbH+7Bu60BrnIkcRuuAUWGe+ojBmpiXP4hGvzzPyf5FF1Z/dB6PbYSNrv5i2B9DznE+Dan8/VRjR6dP5RZpTMl9frqgte5uDnUPKDukVhE2EoGwEXRd08vTeDc+1h/N2CzaVHhJgfSjMDcQk4UV/0qEjUKGrdKXaxIRNhibDGFDv80VCQVJ9TF0hI3KnCESNkbQLW32Z/0ibDTtPH31+1aZrPRMZT5ifYkfsgydz4qhJCzrr9PpgYL440TY0EQonSUzgQPm0VlHWTfzvPh/F2HDdRrN5hvVZx5hI0eGhoN04+bz7rHgh7Ch2to8EjZ4IxcFkHp/LjSyHGGDadNLv7newNtC2OD2WalUUV9VLzTStR3PP61tEsbzjtB2eQ5szUvCRrpllU2dn6KHMH57LRVhY6A1QR2cFmVX5AyGgrSB/uPCbD3yM15ahChzFcg0wV6HjkxlaIdU5ilf+xJTwoaXPUNlL5TnJtkUqJu/ukgR5ROBnD2qvWf5fQ5mYVMhzuiosjhhgzFw7mLeUn9yHTCF+E44Ap+JmMIkwgZlt1kkVO+QRcIGiSWy2asYMuptRFiIdsrmvmrK79WTfq/N0tBxfiLjYCpy+IDOBq/OkZI/hxCdskpv028D62IhZNDZRVwIG711MU+Y3JooEbUFhCIGVyqtxq8mYFuoZ1RVeVyelMm/+yu4grnvjfJ5cac47R5gdIKEel458hg0mZvE71Vf9SG2gf1+mdbciIgpIhI2IiI8giWVZlf8SxAWGgQMJt/iXy3OKstbSc+SvJEmDDtZcH7mjhIsR1KdqSmEDUKRd5WjirBBHd7ydmHNdhFBtq8tqFCBvI3SXGJAi4Zd29ueW2XtG2HDsI+Y9keVsCFucJDrf3cibIAmB7mC3xbY6GuSGN3taNvXjNrI5PZ1MY16O2VH2cYs/yo/OgqJGQzGr3qQ33nC2ewjLCHGY1/CBjF/G2FSETbqeV2NQkJCdPJziLDB3zMDQ1q+W9cIG2PejmIL0zk+RN2c8rQejx0ysBbChnOEMHM5uvoUyxnScrxnDMb1t29rYf7yZBjVGXSCElp995GWNdEkwobJbTRex6NQ/8oRuKceQB5wBxwTvE0ZY5OLsGG6Vnjqgta6u0XGxb/qnrHSpfn6OHSEDVme8SJsuOqWelQ3u/K5fKgIG7WXJ7IsA/efnCUTIGwkST1Q5vStwCFFaB+n9ZpYX4oAN/1ALEicp3V7uolE2LBZl6h0RAHFvyLJP0Ev/b5NJrv3ZGfbMZUB6DiE8xRhg/cdHmGDzzfzllu3u/JVddFqSvEYbZTym9cSNlg9HjPHCBvZVk3YYFKEDVUH7rZ5hdkPEuu1JSpZmLrfFseg3m4jRthI+PpVfKNlcrFVSIULHaM6E+aXLrTPR3WEjZa2EzsYt1v1jLAxz9JS1LldNpXwwhhlKXj7Jky9gTmMjkLCIcLGfM4jANS2sL46h9n48jNeWoQo/uH6AMsHiLAhOvx3kREIfdrTvoTSY8PcEKqfmyS+rxRho9vubGqTcEHdRsX3rTyH8bmB5byZC/2xWqlympxJrwOm0J1BBXKks0QXYUOMsDElZy1bSPtY3ocd9aBlQ5c9a5Fs9iqWoQ4RBcT1tNbvFinChj89y/nseqRhsEzjsbLBg7bB6+yobenbMIW2C+IzYVFuf13MD6bwDiRQfk6BCBthfNi6oe6l+G/VmVuaGJ0h2sL6zHHgdgkNcQ/Abflj7wGmGmGjbW4S0ySpv/NhK7+wqcxZERFLhkjYiIjwiOp2oUS/aW6yYfUHWJKC2JK+IE3IjFzxEFUtt/ciKjnIlwcjaX2eBsYUlr/+hh9nwgbjzkzqYUl3u0jVyan2tYXYLiI0zs8iU9vUeVCQvV0BszxUsFX8q26tyqCWm0tyV+1b/ib1TQYprR2qhhQ6oWeFmh8u5y2H0S2RSqrxqLRFNwkAUnr9M8IJGVX/XEjTQjqRH7FwCBIIG+4RNpR+pNtw8H5iesIp3TwmOHdR41GA8a0FDSOpRf0DGFjl7A02UMS8bmSUEG+gtXasaK5xfQgbjcMf27E2BQgitq5H5BzsXnavPFWPg543UJAO9Tw7ZjEeHUCOF818nCY9CBvW60Bz/nKeIzR9LajxxVMfMVkTxYMN0eindbRvkUPM13k8CmtW5VBk+P6pPcCQhjHx5hvGb9DuOQhNHOSN0iiEjS790VcXtNXdzfIUnmeqDsUduzjZFEEOCzRCaeVR302OvKfuLpSk2w9kub5dPOtHVX0Ss37kVpjG+xkMWZaBX8TKI2yMcpOTqMuNFGFDVe/F3xo/CINBjDzTa2qyIGwAzN3D0gHqmmB6qGfeLhp7RtpPv9fJ1EvPVKIAsiTvZbdprKddz4teqJb11zmhcsKGU4QNdc+UM6RJirp7Ou7DBXQRNhirixH72nzLcU0QnOQZBIcT1aZosH+m7aguAjrs+cVsxOhSIuFM5xTecNAR2qi6RRV1P801ZCBPcosTNVNsZLoIG6Ke3LjQSH9VX/lAj3lHaLssA7ayYqzNki2rbOr8hDHKZtX7YCj0oKrXhyIjUNANTtu5qTb51FE3LGE0rzcc3n3rN6WeLL6bYEt0nz252uf1hI3+W+PiwUqPJfR1Lw4nxNwkB6PSkVrs9tu+deCqLUo5NvNcmCtN7cimY7wmbPBa5C3kTHIdMIXu9mPTugWG2C84KMKGardZKAh6UIywoQdpz1pEm70A8RzJq54ZMQpEu1BzXwUHA2Jo+NezGvpdV3QpzR571AgFSzAeq/mxxZlZZ0dN87Sy2fchbITSxULI4MuvxFkX84TprYnivkdEt37fqzTB8ZxjiPehngkA5TmH6CwfQA5TPy9tuywRYUMkmfU9Z/SFQS/0MoDJ3ESep7mWbeEXNua6ERGxzIiEjYgIT8jF0wHi1nQ6woZ8gwPJaFTSM5bTN0L7ZOFqbl5MUoGXokbYIG74cZajPBBsOIgbtItcHaJ9bUEyzwVSC3VruGWEjVZZLZ2/bfuIaX+k+i//zbb+LRUoPwg3gXpWqOsIGzQJxqQdbfsa1XZKovJDW/2FNIY3Idg7BMn9n/V9BybjV71V0DTCBksEZ1l6PIow75tK/+8VYSMsYcPsML3uR6IDXGv9HW6gleSb1YSNWflujSNspPq1b5HCMprO8SHq5pSn9Xhsl0FdE7ytFZZydPUplrP61g0G4/rbt7UwNn1F2LDta64GY899pG1NNImw4VPnMnqfQv2rNainHtDojwMY833efqkaw1sJG21pyjY1XSs8dcFA85HwvHqLX3UTbznvsKEjbMjyUIcZbkVRbSrupcMSNga5QUn0zqumsJKwUfpyccLG6BE2RiJsmF0artFXU8dxIRSSpzPURBDNnm4qhA3DCIjW7aLZDyBh3iJs9NNd7Ww7pjJ0Pu8rwsYsAGFD0UXrKcXfTbDUeNRG2EjCRNjgd9xm2bypAxvcfB5kP6iujz0vCiHHqTgGiVv8xQgb6WxFSNG2T/Ajt9QxKp5cSaZqibCRzBIhwkZLP3WxKwhtl2XA1twjYSOpCRsJVIe+gW9gdiBscHJGnuTIy/fhGmHDzDYdqI24fgrh3YRaonVj0zhCg6JPe9qXUHqsyV7KGkT9JfVRjLBh0EbGZxwOqNqo/F5wCvVzq+bp4h/T6OXVJUYMlenaIMJG732l9gzKtG5hcTJG2IiEDT067VkLZLOXIIi7sHWIqCCup/W+SiRsTHRcB9CzgpxdB4ZEoFqC8WiyPkrn2Nxsg37r6RTm4779ztU2P/SZY5cck+m/OlIw4O1cslmcnX+SL6h7Kf5b6H5he+a4zBE2prIHCLJ/doBJHwzVT238wiYzZ0VELBlGJWz803/6T4tbT4X/X3jhhVKaJ598Ej/7sz+LM888E6effjpuvvlmvPLKK635HjhwAL/4i7+Iiy66CNu3b8c111yDXbt2haxKRATyuXDrWaLfNHcSNriTOLn4KYfXyfCEjfoGyhws5fkphA1CkXeOsMEjOPADwir/7naRq+NJuSAIGznh/BzKedDWWGPbR8j2GouwEcCZtQGKHCTApB2DGL1MDg4tDxdNDV1SnavDKUcnABOnHNsTTgMygu79id87+6aTkdSTAwUBu8N0mtRCYgqEjSU4/PHqIN6zbC+EjTxHn9unqDVhaOOpaZ/yRdgA0H4LhWgkJRy3bDF4X4uEjeLfHoQN/qrHnONCEDbaHOSN0iwTYUOsn6oHcMer+bQIG+phhltRRJvqHMc960ejEDYEJ1cgQZZl4Jdbr3BHn7EJG9zbcU7fChxShFbChou+2lWwUjhJ2HCdSBxgMvc7zVPSuONXNY5M2LC8jMNUhs7nfRE2EpmwwQ8A57ooCIb5TpGwwfuLa4SNbF4TNhKIh6WqDaN77x1GV/LjGEWPU83ap5SRCWSfhB8oV88QMvly6BI7Bi+O22NZ+zsYmrAxzwq50mRulU2dnzBGWQpe4YSpDn1hbDgkzNiN+kc5YYPl1fsLStjwNF5ahCj+YcK7cTNJdJZltycn9GlP+5IuwoZf/VZff0l9TLhNmJ6/RBifcTigvi21yHcrz/sTbrredzln5NWVT0BrhA3nfaXmDCrUmYglTkrCRunU1Ddq0bJimWz2IoaYvyKGg56wMRNTDC2SGSJhoyyw/rgM49GWsMFvX4+EDX9nkUNjCu9AhkbHlL6H8V2IhA19ukjYCI9Bz4cMYNIHQ/VTm3OH6cxZERHLhVl3krB43/veh2984xvV91S4Mej555/H7bffjr/9t/82fvM3fxNnnnkmnnzySWzfvp3Mb2NjA3feeSfOP/98/I//8T9w6aWX4tVXX8Xpp58etB4REZJR1pawoaTvdJBPWiJs5CGUOsFQXzk/C74nYLIySSjyzoSNyomeT13m7SLCn3IhtouI8vBo6AgbRL+j8nUmbEAplyAcVb/x81pfETYCEjZqclDZp6YYYaPlFkajNFL6+qMtYQMtpBYjqONXR7jSOYib5CnMWQ3nLqE/ijDqm7nUYEqZBrAcs7agHMS5Qa+AQRtRmBBho14GFm/TOLgTva88dU4jeQ4wpk/fIYO0JuQTIGzk+vnbK2Ejy6swo5oHin9bHLdsMXhfi4SN4l+PETaGvD0sEjZqBJmPxPo19IAib07YQJ4NZJzX6/SjEDYsosPZYnzCRhlho/zTShojbACGhA1RX038ETaKCBsFTkrChnQwW9a/p35vK3fLw6UcC0jYYKj0u6ARNnhXVeZsF1DjkW97GxE2GANyeIiwsVl9TnOBsKHaMCpBBiZseNq3u6x9ImEjFQkbbfsEX/YGbYSNMk9Gz0fJLKkjcFT9NG/uGZ3sCvX8JUXYSHtG2BDHKEur95FAcegLZMOh5SrL6RFhY87PKWqOVW/nYqPxFdjOVemnpQ0ygbNJgkafPTlR/9CEDR79zqt+S9Rf5vva6e5DODxXhI3y+2Yfwobp2QonbLCBI2yIZ1CRsDEoxHcYI2zoQa0Vi2izFzHE/BUxHCTCRmNfhdHnVBp6u50LgpxdB8ayjUdbwkaeFJ/TPI2EjZ7lRsKGAknvFxAjbHiB7ZljJGyEx6QJGywSNiIiTjaMTtiYzWaNqBocv/qrv4q1tTX8q3/1r6rf3vWud7Xm9x//43/Evn37cP/992NlpQgVfsUVV/gTOCKCgBhho76RQV60mgttJqfnToI55aylpNek0Sl11cFa3+um+HPCQX6S1gchuUjYYMJJkKrkuMqhRNiAStjg7cK6HOmKf9wjbIjtIoJVP3cSNlraQqfI633iuRz6fkclh3iQ1fJuKAfpuv4DR9jQOO501tm+kPK/BhE2hBNBdYxTjsBkqTxPwZG3+Qz/Lh6cEWlYWxohdW7W16p0rE7Q1kZmkPuR6JRTZWntIF4bGXJiPGrHgfC9vW8Kf+t1q43lmLWEuoZURTApUSlDPa9LbdTWV3WOFTbzeuW70SRsdI4RYn0k56kJQ+xjfMybbIh91M12bpIfLtOqHl2JuhZ25VP8M3aEDcoRvo2wkQPGBDLdmtj+DgUjKfOzxmkNgzq5lbboP60rfcQnYUORu5oTBKNfjpzsX7TIdsbT1jZqIWx0qmgTmON8GlJ5faqxo9MzYZCG52NK7vPTBa11dzMIwqg6ROXY1SRsBF3XiJv61HcDeKi/bmzmOULMfc2i5foENciLnVCIsJHnObZKs8HKLBI2gKZ6L0HjMNjQ6W0hFJLPVqrP2j2dSNjwenW3IQzWZfHCDvsIG5p9ZcL66fcamfrpmfJ81JuwodkPtT4vMhMs6y/Z4MpHfRA2GnumUhetOWAeb1cl1HsqwgbXb1x1dDHCRsrE/qLYFBu2UFpX8HuIqO7b/RE2kEPek1NrX/lsltWXXGX8GYDop4rcXgkbZYSNFhtZMkvAeJeXbixWjBIudgVh/spzYCsrCRvJllU2dX6lwPxdUISNQDYcWq6ynLQ0wluEkpAibDifCxT/2NmmPes3/MyEJUCuJ2z4g6VeKhau9BFf+xLTCBu5l76pn5vkCBtl/UyjkAhihXL24P07LQvbAjN7fwAaZ3SdG3e+XxIibBgQVhrrgCGqOVe0gwfaM9mC9wtJNOFzMW0RdpsFQiRsdGMK9qwQMLUXRiwGRDtlY19VpBhaJDMQZ/FueRb/GPdrVR80ecYzlm086mzwjfVRsKNywgZjrE5voQSH2TPbwVoGyzMeMhtHXcwXJrcmVnMJ6Sjht7iWS4dDtoV6RgWUhA2NTdWnHKZ+Xtp2YUz62yJCtwcYnSChnleOPAh1hI2GSOR5mmPZqu28xby4DGtuRMQUMTph49lnn8XFF1+Mbdu24aabbsI//+f/HO9617uQZRm+8pWv4B/9o3+Ez372s3jooYfwzne+E7/yK7+Cv/gX/yKZ35/8yZ/glltuwS/+4i/iy1/+Ms477zz8tb/21/CP//E/lqJ3iFhfX8f6+nr1/dChQwCAzc1NbG5uap+JiOB9g/+7tbGB+kgiRQpgPt9EJvQhvvDNt+bY3NzELMvAAGRIkKC4OW2+uVnfeFWuj/N5kT7N5kW6Mj1L8ipNNs+wubmJeekBkuVZJdu8JJPkWd6rT7Otom4ZWGGI52VXhw8Mm+ublcwZGBIAW1sbyMX6c4P55lY/OXiEjZwrDkS7sGa7iOBtJIaE7yXPfLNolxyYC8+znDs/55XitLmxiWxTeK+lzrW1QbfFxnp9eM1l1bXdLJf70Xy+JfU7Fbx/ifXmjkI27ZXMt5AK5eZ5hq3NTcw35fS8Llub5cEphHZZ7zHPbq5jBcUhXU70NVcwVh68KH1NRNWO4lgrb7DL57k0HusLydrHIG+j6ga8vGi71c3VWjZhPDIkYNDUn7cRzNqoemeCrLq+xhXx+XyOvJq/UrKNTJDOt8jxy9sr2dws+lqSVN1qc31dvmVQQNVGOQPyes4Sx6O4wZHkLsfm5kZL38y2wN276nG32TruRMyyuTz3z7ekOcQV1BgUjan1/FXP62AZWHlrZ+vYXC/7V5IgZ2X/2jAfg9WGjhcLhqR00Njaal8fqPWxOiRrmfunBj7HF05P9Pqottd8s99YE9GY1y3aixyPlgaCzY2yPIHnubmxKbdLue6L41H91xVqn6r0qbncRixn4DXOWF3/PCvWPgrUeOS3CKsQ5y8+x29urgMO9dXpE7p+1OhrWz3n9a1yXudtNJ+3thGFak1U226zbruNrbK/oH4/65vr2v5lqnPxfmc0HjVtNJuXc3xSkwbVOYsCpXPZ6hMu2NjcKItKwEr5NzY3epVXHTyVgm/Nm23KdafWNOV45GtFVztubSUAUiRJBiBBluXY3LR3luX9KGeOuqsk3DqpQ1Q6/ZzXc6uxfwwBSqffLG8+T4RBuL6xjiRP9BkZoBqbjf2QoLuWquDW1qZX/V7ta/MsYJuKayUfz3mGjY2NBmFjfX19cJ2F2yE2t7bAUBgG883NXnN1X2xuyuMUANbXNyX1ns03BH213mPzLtmqr1NYr8fgXLh4QZx7uF6Wg1Vr2XyrfY8dAtp1cGNDIpdsCXMbn6c21g3n7K3muMtTptXvbfQvda3Mtsz1TFvbDgVK/8KKPj0r7XkZY2BJucc23N9wW5io07OcYWtzq7INbWzZr6Oqjsp10dotltsR5857SWo8bm7yGSKT1kQ+Htcd18SN9ePVZyboAfMckk3VxObV2Cd6WDeT+aZ2fbTF1oZg5xHmr61S7y/GoN5us75RtFEmEDwyFPMTQ21HFtFor6zf/CXq9Ko9ljGN7VAYdyzhsgp7xo11iDcYs83NxrjbXDfc9wjz1/r6ZhVhI034XLWFzU2L/enG8dLOOMPW5iaSrLB0JSj0Bu43EcqGQ6HSJ4CijeZz4zYSda62/Y0JTGwSoe1cWRnRICuFKPiF8py1Qszx1pD0UgO7cz4n9fssmwFglaxbW3Nsbto7qWzNi3lE1WPV3/uecYigbBIbG1sAZgWZMint30iQGbSRqU3CBVzX54SNzSzD1jwr5tms3SZhO9/P51xnrOlrm5u0Ts/HYxGZvv6tq/6bm5uSrW1za16N/yTLy7VyeB1VBNchgAyb5TpQbN+LUbG+vinbbUr9e31j+D2QC7hNYj6fY17OR/zcRo3efbKCstm72KCngOrcG2g9N4tYDGzOazsX11HnSOroTBvrwExvsx8Tqn7vQ8/qfXat7rEH9DTbWhdsu0swHrXnGsr6KOn0pdaRZmlts7ewNYQ4Z7RF337n6lci2W343og4K/J9/iiCOoscC0ywSYi6b2qyB+qBysdEsMnz86OQZx/i3M+xvrEu+eRY21QNYOrnJfreqO1iY1OdGqpzRuZ+zugLQ54PmYDykxBlEn0mqvM0D2tfPu8+61b9JMaesyIiFgE2Y2RUwsZNN92E//Sf/hOuuuoq7NmzB1/4whdw66234vHHH8fm5iaOHDmCf/Ev/gW+8IUv4F/+y3+Ju+++G3/5L/9lfOtb38LHP/5xbZ4vvPACvvnNb+Kv//W/jl27duHZZ5/FL/7iL2Jrawv/5J/8E+0zv/3bv43f/M3fbPz+9a9/HaeccorXOkcsH+655x4AADtxHD9b/vb6G3txOYBnnn4Kz7y4q0r7+ouvAwBefOFF7Nq1C3ceP4pTAOx+bQ8uA/Da7p/ix7t24cD+A0X6PUX6N/e+iV27duHmE3twgZCesbxKc/TIUezatQuvvvQqAODZ557F4V2HAQAbbxYL+Xxrjl27anlMcdHWj/BRAPv3H8S29Q2srADHjh1FyorJ5sTxddx3730ACoeTffsOYCeAhx78MV57dHuVz569ewAAP3n0J3hj1xvWcnwchVJw7HhBsDp+vKjzx4/vx1nQt8u+t/c16vzTV38KoG7fE8dO9GqXKzYfwQ0A9ux9Ew8Iz9+1OcdsBThy5BCOHy+M09+773vItwrF59ixY1hnRR0eeOABPJ09rc1/61BtfOCyPvnEk3h719tSuv9lqzjk5PV/+aUX8NjrdH32798PAPjRgz/Cs8mzAICDDx0EYNde71t/DlcK5eZZ0b/2PLlHSg8AX7/76zjwyAEAwN639lYK3re++S1su2gbKasOp2W78WkUB7D73nwLFwJ49JGH8eoT51rl04ZbM7mvbWw0+8ieN4p6PvrYo9i9azcA4OhTRwEAR44ckcYjb4uN9Y3WvvbmT94s0r/xekXY+LN7/gwr59Snjhdu/RA3AThw4CC25cdxKoD7v3cf9qdvVmnOmL+ATwI4sb6BIxv7cB6Ahx56EK89pl/TMuGwkMv6zNPPVHMIx4njJwAA933vPvzM+UdwKoADB47gvAuBEyeO9RpHN66/gsuhH78bG0V7vfeZZ3A1gN17ijQA8NWvfAX5TK/GXLL1ID4M4O2338apm1vFeDx6CMeOFX3t/vvur9IeOy7LvW//PgDAQw8+hJdOfUmbP8s3q/mey/3ss8/g6ZfN6v/JYwdxhvDs3r178IMebUfh9WeK9hPH4K6v7EKyUhsjLt98GDcC2PvmmzhnK0M6Aw4e2o/1jdMBAPd+917seHWHNv8zXnwRnwSwvrGBw/uK/vXwgw9i96mnGsnHxz+Xj4Fhz55iPL344out/Wj/vv3Ss2+/+XYx7+yR551DBw/16o9DYnNf7RT4xp5iTXz8J49j7669Ujq1vZ5//nmc2HXCqWw+f/E8Dx86bNxeVz/9NN4LeTzevWsXstXVtscaOPxoMb8cOXqk2uw/8P0HMDurGNcbmxt4++1ivXv4wYfx8ukvS89z/csVBw8W6x9viz1v7MGuXbvw1t63pN9ZzrDn9aLdMlbX/9iRI/hGS9u98fQbUj4A8NVdX0Wyqnd4vnjrx/gIgH379uHUfAM7AHzv3ntxMN3du47zYzUpj8vx1JNPYf+u/VI6bvjhaV5+6eVe4+ijb7yBi1C30ZFDh/DNHvnsfWKvJA8A3PO1ezA7o577f3zgxwCKuWF9o1iz7733Xpz//PkAgKPHjoJtFFasH/zgB3hy40ltWZsHasPY628U5T3+k8fx5q43pXT8UIHL9MLzL2B917qU5tNHjuA0FPXPcY6Ufu+eva1tuvunu6X0x44Wa9RPX5B1sa3NrWBz3DNHnwEAHD9+HAfnxfj40Y9/hJXn7T2guAMRHzvPv/h8Q+7DRw5LaV5/4/WmzlXO8fzf/fv3t9b/hRfeD+Dd2LNnN4DLsLnZbw904McHqvL4+Ljv3vtwyuv9bQRpfhx/ofzM9QC+Z/wLJXEiz4o++9KLz+OZ54r38cpLrwR75+9ffwHvFuTJ5kX/euqNpwDU7wYAvnr3V7E93a7PyADHnjsGADixfgLZgUL//PGPfozXZuu4C8A8y7B3z5u4GMBPHnsULz/lr877DxRzHq/Pnjf3BGvTdz3+OK5DOQ+WZ/17976Fhx56CJeU6lVe7je+853v4MUXXwwiB4XPnTiBbQDu/d73sG3/ftwG4PDBg/jWgLrTU09dBeCaapwCwFe/+jXs2FGvWZduPYQPAXjrrbdw+tYcsxlw+MhBHD9eNOp9996HU/eY6Z8cq4cO4fPl59179gK4BgDw9Xu+jnRHke/ul4u5OAer1rKXX3gBjw2sW77+rEan/5+7pGiMbz9S6Ep73txTHTp965vfwrYLu/fYZ86fxycAnFhfx4mNgzh7BdjKMux76y1cAODRhx/Gq+ecIz1jon+tn1iX5H7lZfP5q2HzSuq9Id9jm0Bnk/ja3V9Deore+ebCHxZ77P0HD2L7iRPFHvu++7B/715tehHc3pbneWXzYjnD3XffjSffLvSO3a/vtp5vDh86LNWB66JJuQTxNjqwfx/udeybTz75HgDXSuPx7ru/jkceuRjAjXjrrT14+MGHARR7bE7Y+NEDP8b+Wf/b8bIDz+EvlerF+rF14Azgjb1v4JVX5ngngGefeRpPv7QL/0vpRFDbvF5s2LzU9uI6vQvet/681uZli4M/LPSpAwcPYOt4oRt9777v4dI3XsXHABw9dhybxw/ibAA/+uED2COYOY6//Rx+fntB2Nhb6kEZgGPHi366d88bDVvC2uYGVgS5X3npRTzaYiOkcNOePbgQxVqGC4rfuI0sz7NGW+x+vtZjz99Z2D+5DADw1a9+BTmr9cnLHy5tEnv34twswwqA73zrWzj61FOdsp0xr20S3/rWdzDPirG9fqLoBw8//Bh27nzFuK47sj2lHgLs2rULV248g/ehIAXseX0PktMh1ce3DYfCOx97DB8A8PqePbiIFS4O3/zGN3Di3G775xOPPgGgcPTg68MzzzzTqw+b2CQ+fazcA5Vt9Prrr+FHHtsoO7AP2Fb2we2FCUGcs3btuhsrK35u6zwje6m2eb1d2rweehC7HztNm57lWw0b4XPPPoOnXt6F9fU1ACuVrC+99Ap27XrUWiZuM+J67KHDhc3rlVdfkX4/vn7cee7jNom39+3Hafl6ZZP488fXAdyGo0cPY/14MdZOrG/i+IEDOAfAj3/0Q7xBOLma2iRcsPfNcs3O5kAC7D90CN//wQO4HcDhw4da9dxrN57DeyDMWZo5TsThAy8DK0UfKflieOAH38fjj25o0x99pjgvOH78OLYOFuvAj374IzyXPmdQs7pf3/ONP8MmKyakazZewlUAXnzheTy+ezz759NPFzr9T3/6ctW3i3vBfg4A8LWv3YOHtx4GALz15lsVue/b3/k2nttuUv9p4M29hW3okccewYur9d5t1//cBTaLhA2gOFcE6jG+763inPGN12W76OHD5jboKWB+ojl/Pf3U0zi46+BYIkU44NnXi/PwPa/vwZXlb7tf24PLy89f+9pXMWf6M7Ex8bn1wobD16lXX30ZD+91G0fquf/xY+06BLnH3jEcwSVb159jH9p1aDAZfOKhfQ8BAN5+6+3Kue873/0OXtrxUpXmyBNHABR+JZtZkWZrYwtH9hW///jBH2P7C2Z2Wu4UXun0zz2P47uOtz3iHbufk88+snm7zsVtXq5+JSd2F3uXra0tvPVWce738MMP49VzXyWf8XX+KEI9lz148OCoa+I58ydxBwqbxJ8Jctx6fH+nX0kfHD1S6MR//v0/x6n7Cnvu2z8p7ZoebDgUntxT2ObEM467v3Y31h8u7Bt739xbRcb99re+jW1P2fUvCltH9H5e+3btk9Jxp/3vfPc72PZsUfaeZwpZX33l1YXSm0Q8dbSw7Rw/dhwHNwq96Yc/+iHYs+Ppzm++Vej0vC/s29/0ixsShx8p/SSO1H4SP/j+D/DE8SeqNOuvF/10K9uq9ryPPvwodp/X32egKhN133zttdcabaH6SRzYf2Bh+2NExFA4duyYcdpRCRuf//znq8/XXXcdbrnlFrz73e/G7/7u7+Lnf/7nAQA/93M/h1/6pV8CANxwww24//778cUvfpEkbGRZhvPPPx+/8zu/gzRN8aEPfQivvfYa/tf/9X8lCRu/8iu/gl/+5V+uvh86dAiXXXYZ7rrrLpxxxhm+qhuxZNjc3MQ999yDO++8EysrK9g4sA8odfeLL7kU2A1c9Z4rceX71qpnvvPAd7AHe3DFFVfgs2ufxex/bgeOA5dcehnwMnDxxRfigpvX8Po/fR3HcRyXXnYp9mM/dp67E2tra0i/+/8B9tTpGcurNKeccgrW1taw60924W28jauvvhq3rd0GADi8+zCewBNgYFhbW9NVpxXspyeAPwfOPuccbL19GMiB0884Bfm8MEJv33EKbrvtNjyDZ7Dj1B0459ydwJvAjTfegBsuq8v7w//nD3EQB3Httdfiw2sftpbj+P+3+HfHjtPLf7djbW0Ns3t+Ezigb5ezzzq7Uecv/8GXsR/7qzTbtm3r1S7J87uBB4ELLrgQa7cJz//3wmn1jLNOw8HTTsHG3g3cesutmG/O8Ryew6mnnYrtZ27HMRzDhz/4Ybxn7T3a/I+9dQw/wU8AoJL16quuxi1rt0jp0j9kwBy45NLLgZeBK664HJd9kK7PG7/5Bo7jOD760Y/i3Z97NwDg2exZvIgXcdaZZzXa4k/+259I7bW6uoq1tTUkD38TeFZsd2BtbQ3fe/R7eB2vV+kB4M4778STB5/Eq3gVF15wIV5efRnrJ9bx8Y9/HOdceU5DxlYcegr4GrCyug3nn3sB8DrwgQ9ch+veaf8OKRz+d8Vmgfe1bdtWG+3y+//+93EYh3HDDTfgurXrAAC7z92NZ/FsNR6/+pWv4m28XbXFLJ219rUHnn8Au7EbF19yMQ4lh5BlGT71yU/h9EtOr9Kw3RvA/cBZZ58DdmILOLoHt95yM/KdQr/Y/xDwDWD79h3Ydvp5wF7gxhs+gBsu15e9eXwTj6I4VLn08kLWK999JT6+Jq+1z6w8gy1s4WMf/xhOeWk7cAw486zi/e3Y3m8cpQ/8d+Bl/fidJUV7JT/4AQDgkssuq577/Gc/C2zTb5rZKweBHwDn7jwf873FocAZZ56GQ6efio09G7jllluQ5zmexbM47bTTJLn/y7/9LziCI7jh+hvwvrX36YWenwD+sPjI5X7Ple/Gu99vVv/Z134FOFSP2fPP24m1O/z13+/8oFhr+LsEgM999nOYbRdus3zhDeDHwPnnX4DstYI0ds65Z+HAjhUc2X8Et916Gy688UJ9AQ8/DADYtmMHVs87DwBwwwc+gOsN3/8j+SPIkUtzxGXlu73sssta+9GeL+zBMRyr6nb22cUc/wf/4Q9wCIeqPE879bRe/XFIHN59GI/jcSRpgosvvhgHcADXXHMNPrr2USndI5Db653veCc+s/YZp7L/2+/8N6m9Tj3lVOP2Sn74QwDyePzcZz8L7LA7zHhx24t4Hs/j9DNOR5ImOIET+MiHP4JTLzgVT+NpbNu+Deedfx6O4Aiuv/56vH/t/QCa+pcrdv/qbpzAiapPnbfzPKytreH3/s3v4QiOVG3EcobLLr0M2F8QNnj9T9m+vbXtvvuj7+INvCH198/e9VmsnKKXnb16BPg+cM6554EdOQgcB267/Vbg7A/2ruOJgyfwGB4DUOsTV73nqkpP5HgyfRJzzKu2uOzS9vFIIf2d3wFQt9Fpp5r3LxHff/L7eA2vSW336U9/GqeeVzvnHnniCPASsPPcnTh04BDe3nwbt952K84991w8j+dx2umnYbZthuM4jo98+CN492ffrS3ryOtH8DgeB2MMl1x6CQ7gAK695trGeHyUPSqNx3dc8Q7cuXanlGZWEv7FMaLq9BT+6Pf+CAdwoEq/Y/sOrK2t4Wtf+xrewlvVu0lYEmyO27l7J/AscNqpp+Gc084BjgI3fvBGrL23R3mPAsiByy+9HNgPXHHFFVi7S87nlJdPAdbrNOddcF6jbv/23/5bAPVaccYZZ7TW/+tfT8r0lwAAkiTt1V5PHnsSL+ElnLvzXBw4cgCb2MStt96Kiz98sXVeFTYPA39cfOQ6xFVXvQdXXruG5EsAMiDLCvnf8Y534Oqrry7mkEsvDfbOk4fuAZ6r5UmSYs/44L0PAm/U7wYA7rzrTpy+7fT2DFvw2g9fwzN4BqeccgrOOPcMHMVR3HjDjbjmk9uBXUCaruDCCy8EdgPXvf9avO/d/ur8G6//BnAc1VzeNR5dkDxd6FaXXHIJ8j0FD/v88y7Addddh62Cg4MdpV52++234/3vf38QOSjMyvXzjo9/HOzN4qDi9I71zDceflgepwBw552fhWiCYy/vAx4Adp53AeZ7ikPUM886HYdOOxUH3jyAW2+9FZd89BJYQXDAv+jSS6vPn/v856q1+c++82d4E28iB3DJ5YXrxhWXX47LBtYtv33/twudXlgHP/e5zyFdqR0iHtz9YLHHvvBCvPTkS9g4sYFPfPwTOPvdZ3fmz/b9GPgzYPv2U7DtlLOAo8BsdYbzLig8sz9w3XW4rqyzjf719OxpbGGrkvvSS8znr/S7/460ednoq997RG+T2H6m3pGBlVGXzz7nHLCNws516803I7/55s6yDr5yEE/gCaSzFBdceAFewAtgOcNfWPsL2PvwXuCnwM7z7eebV//xq4WOquiiSTkf8zY666wzsfZpt7756KO68XgXDh4s7CIXXHABrr/+eryMl3He+edhD3sTyIEbrr8Rd6xd0LvcfS/9ECi2Fjj1lNMAvImdO3fi8iveCTwPvOc9V+Ld71tD+oeJYvO6rGHzevX/JbfX+eef7zynJQ9/S2vzssXTm0/jRbyIc845B0e3jhY2iZtvwWXvuRj4FnDqqaciXz0H2Ad8+EMfRH5JXcZrz/0AeKggbFx00UUAimChp5x6GoA9OP+8cxsyzar2KuS+/IrLcWmLjZBC+sUvAih02t3J8wBqGxnXFUR849vfwJt4E5dedinYicIZiMsAAJ//3OeAtLbhsDcKW835F14I9mzhPPfxO+4ArrqqW7jS5rVt2w7cccfH8aU/uxcAcPpphT32/e+/DmtrFmvrkeeArwLprLBrJU8/BTxarN+XX3o5WOmTyevj24ZDIXnhBQDARRdfDFaG7PrUJz4BCPsM8tnNBA/iQbCEVevGu975rl59WLXh6GwSs107gKN1G1104QVYu9VfG933p/8MOAFsP+U0INtbvJvL6znrrrs+Z2uSoHHgEeCeon+tnlHYVG+4/gO4/gqiPtkG8KXiI6//lVe+C+96/xrStND3+Px62WWXY23tUn0+Lfid//Y7wKFajz213GN/6U+/BOyr9fWVlRXnuY+9criwqZ67E+zIAeD4Ptx2+61YP/VDAIAzzjgdp59eNPbqtu3Ycfa5wNvAh5T5S8SJAxqbxFVNm4QL/s3v/RvgCLBS3o67/bTTcPPNtwDfBk4/7RSsfY5ul+TR7wJPC/M9cqx9/vPFxK/B/d/9Y2APsLq6rTAQIceHPnwj3kX0keq84LRTcNo5p+EojuKDN34Q7117b2udNjc38Y2vf7X6fuednwVWzypkfux+4Cngne+8AlfcMJ7988c/5nvXum+LAXg//ek7sf7aa8ArwAXnX4CXX3sZOA7cfsftuPa8a8cQuRf4ecGNN96IKz9/ZXVmd9edd2Flh6/wPouN3/0Xv4ujOFqfy5Y2+//+//vvsg16Rz8b4VhYP7yutanevnb7yJJF9MH3vvU9YE+xnialn6Oor372rjuBlen5Bc2+PAM2alkvu/RSXPwRt3H05d+385O47+H7Gnvsu+68C9vO8OPYbIKNoxv1OXYpx3uufA/uWLtjMBl8Yv9P9gOvAOefdz7e2PsGDm4dxG133IYPnP+BKs0rp79S+ZXMT5njIA5i2+o2nHbuacBR4Pobrsfatd19Ic9zPJw/DKBuu3e981341NqnQlVPi3u+eU+1Z9yP/Z1+Sw+99pAXv5K3nnoLT+EprG5bxfkXnI9DOIQPXPcBXL92fSOt7/NHEdyvhNf/9FNPH3VNZG+dWdokTsPa52s50u/8n6VfyfWkX0kfvLj9RWxgA7fddhsu/khxvvLIm4/gVbyK885rngn5wmP3Pwa8Xu+lgMJG+NKbL+FVvIoLLrgA68+sYx3r+NgdH8O5V/m5IPb4vuNaP69b126V0j2ePI4MGT7xyU/g7HcV9tzvP/V9vI7XccnFlyyU3iTirFfPqs8ZTzkHOAZ88EMfxNpV49XnX//nfw0cqffPZ5zZfs4YGtxP4owzzwAYKj+Jd935rirN28+8jSfxJFZWVnDBBRfgEA7h/e9/P25cu9Gp7Jd2vIQNbFRnzheef2GjLf7z//GfJT+JM884c2H7Y0TEUDh0yJxIPCphQ8Wpp56K6667Ds8++yx27tyJ2WyGa6+VjTbXXHMN7rvvPjKPiy66CCsrK0jTVHrmjTfewMbGBlY1t/9u27YN2zROnysrK94VsYjlA+8nWVLflJzMin6WJgyp0IdmK8WQY2Bl3ypuA0jSIn3CgGRlBTyWcrpa9uO8KAdlmD6eniV5nSaD1F/TlbT6vrKt+DfP8n59Oi3DjScpwBIgB5K0DrsFpEiTtEyTFOkAzJIEYjzytLxlKWFJLzlO8IYp82cs726XHI2yeNg1nqZ/u7Cy3Fnx3kpslhTYNGVIyn6RJmnFjE3SBEnVpnRbzNJ6iuaHa9q2y3k/WqnEStvqUzbjbHVW5TVbnVV/62qvqq8xXp+y3ZFhZWWlCm1dpS/rwn9PZkkVWnCWzuzbfsbffwJW9TUm9TVXMMbDUvI6NPsIy8s6CO24slqmKdvItq9VbTdLqzZK01R+JhHGY/l5lspjjY9ZuY0Sso3yjfokpa2v8Rs4VratgJXzF1PHoy3UfsTyZnuVB2SJsIavpCn9zoU2mhPjMS9Pj1jKJLlNxibYppBeP9+3g89ZRfqE5dIc4gpWtpfozNUYa8L8lZVtVHQp3l4pXf9Sx2JJApZ29y8VvB/x98zAJP2stR/x9bGsG8uL98fHY9vcPzWkVTuy1vVR117OdaP0DBPYjkcCld6grIm8XZKkfa30pqcrfapqC6WNWM6wWo73jNX1Z1lmNq+vtoxH6QFF5wKwos7xlthK65tcqvqwZj+q+tqKn75WtVHeb30wmcvEOavSM9JE27/ShJ7XdOOxtY3axmNW6mWrq9UN1GI/amsLSm+ofl9x1F0NUI07Jo/HPuXx0M0r5XoH1pxrMihp0EzD12y+VuSGfWq1jGSTZf36Mu9fSZpIOoRT2+d1f27oEGV75RkvS7d/DABCp+e6qPhu0plb/fnYZAmT+xcfgywBS2ZlWhvdqht5ObHzuTzvq7uagK+Vs1mpc+XlPjlBGagHKymh6w+Bcp5a2bYN2F44sLP5fFA5uP/bqhBxKk1X5OWO0OmrfVKf8chthYyBCfvt1W2r1Xjj60AOVunoKTr22AFQrYOKDsHlBAz3jxT4njFJwFg5BlNW6/esucc20b+cdFfVtqPbG5pkQ7Rdp/6VCntsw/0Nt9uwhFVrKMuL/c22lcLWnKFdX9SC0EX5iKnsiHDfS1Ljkf8+myXSmsgXjoS5rgmCHYLbXlheOTinjK8DBjYvl/0NhcqGx3XaHu8R8r5HnL9m1RhMa7uNovenZfosA2bl2MyAasxWdmQJsq2500ZIodS/ktVVMKbaY5ttIeqxbF0eywCwMkuBmfCMuFYmfN9juK/k+nqSIE1XsFVecT9L52XWM7vtU9nOLCnnCW6rQaEHNcadZxsOCYc24vMg6iGr3d+YwGxeJ844PIGJZwJZkb/YnRo6hAskvVQ/NiXM69vX63FXzF+lyiXMrylWhP2tKRp6LLdTl++W6+u91hsV6jkQCptEwnX0lGGW8vmbPgcSobNJ9D0fosDbKC3/3QIwm/H9TYcOwceaOGetzKr6q0jKOTFnSRX/Ik3o8SWdmxnYJyTRUK+VK6vb6jY2PQcKjFpXkPs2Y8UykqYrko4q6q5Tt9tKEM7Ttu2ofQlSR11oqUDoYo2zxQWw2YuYp/Uc32ZTjVgMcP1I3FdxGxRQ6qtTfLe5omcl7noWee5PwPqMIwCytI6wsQzjUXeuodpzxL1klhT1T/PU2mbP9Xlg3Lbr6zPh6leis9t06aIh/AQnd44t2CRkPxSDPVAPVD4mq3XbVmcfHedmLhDnfo50lmptqj7ntc209iVp2wPxdlndttpsl5BnQoEhnfsndnNWKPA9I98/5137xMAQ53i+t1f3ieL85eprKcLEH2Byc1ZExALAZozoLU4jYX19HU8++SQuuugirK6u4iMf+QieLm8m5HjmmWdwxRVXkHncdttteO6555BlmfQMzzMiIhTyrDbcIFnhP0ppuLJXb4y4U/hMSs//nswSOX0up2csb6bJ5LL05VqiqkcCVI69OVh5uJqDVXmzhAnG7K7626E6IARXUjNZvrZ2kapDtK8tpHaRJC3+m+RSncU2MmkL8/RKP1LavS3fSuKW/On2Muu//Dfb+rdUgAtN9jVnUH1NEqO7HW37mlkbGdRfbCN0t5FYhsnYYQkT+j/vd47jiI/fRDevlWlmAs80a3nnUv3L8ZjS41GEUd8U53al/xsh148dX6DGoFYGcV5PDOvP2z5JKqeB1vchFps3+xoDw6x8t1lHPtSY8javDwiT8Z7neTW0fNbNqb1sx2OHDGr9va0VlnJ09SmWM8zKMZsx1PW37LPib8QDxb/iHO84R9jO8c59Te0jPfqHWH5bX+CEgIQllYE1y7NgOpdRGwn154QNWz1gzDmOalOXvKqxo8nHKE3ZpqZrhacuGGg+atMhin+zeT32h5gHKZ1efTfib31BtmmAuU+FSV/zV5ioK3FdkyHLMsx5/0y5E25AOUzk4wQGwdlwSBFa1QnNnqbwHXQYF0Ldc8EJT7unA3OfSBxgokO4zVPifoA79jJr/V6F05plsjfsIUPn8y77G3FfyR38OcGoPHibZ/bji9JFqxoZ2n9MQI1HsVnEeublYfd87rY25VvF4XWWAylKMkKeNe0cBvvnILqSWi5ySNeGG2fTsfaBXvu4rTnLgaRs96zITJteK3ff9U7sGNUUWebJmu0gvoPKXsxEx3RFDodxJ7ZdlgHzrCjn/8/ev8dqk1z1weiqfvb49mF8Tg6QYIQIBgKfSVAUERnyweEkHGKOT+QDUZTIIRiwiSKIxEUQI5RECYRgQFHIJ1BkQiBRJIKJhBQl4cUxNsY3fRhsMLE9Bt/Gnhl7xvexZ2zP++6nq84fXZe1qmt1r+qq6u5nv/2zPPvdz+6n675q1VrrV+uk+qzXhPfZNerq6wKDYNAb/BbRyIbDoqCPtFU4jDJeNrnPcpCy4STX12i91O0j5WzOaE7dcxXKqLtNZ+qlKRuh0+srnUs4PbaJfsvo5VR9tOOB5VcFu3MJ/DnWETaMkZ8rRvN3+jvG/y3QKbQ5c49X0tcAiA+q0ZkpF3heYGCRVdPGsBXwGLrgMwAAU6gL3STswZ7VAmvIrwPrAe+bbiUTfXW3sqm+P3Gp71p8xm6Am7YeJfsjZ2/I3U/30ndtYibk5a7lc5yrx27mL7G7YrTRM3Pjk2rBrRN/UQgs8yHmgqy7kzD2xmLLeVoLezwDrOofEkAUJ9Jonkrk0e5k1oEDNwybEjZ++Id/GF796lfDfffdB294wxvgb/2tvwWf/OQn4Tu+4zsAAOAf/aN/BL/2a78Gv/iLvwjvete74Od//ufhv//3/w7f+73f69/x/Oc/H370R3/U//493/M98NGPfhS+//u/H97xjnfAb/zGb8BP/uRPwj/8h/9w9fYduLtgUICDYpwTo03UK8KZhA3FExP8rfEJpW5pPDVW2I1xZARsiO0iZTKtyJcTNpxzxvWXvF9ocyopF8xBxjDBJK2CB7l5JHmvw6LgxLhcAAAT2kmM19qQuVmFsIECzWsfGp27xc+1xOKR9GMT44Oo/fOO/1S5c3WlbY7W41JnrGT9ZgeII5nFkBFS44d/nx4rVPaS9meu2VyIjKdYrruAYmkAXIWAJly/IsKGuVznj2y9h3/eDYQNMOsbT0frxaQ/X42wkRscIkCuYfAgbBQSqFoQNkylsRGgpiHV3VhzEDbIS8O/Yz3AjrPWKxM2GL1kVcJGA9kXYzPCxsntcR1oreFs/3TPXggbbqGc+SCzllWYVifG+mp8KcLigg/CBrVnmJ0QNoDKoznbzmwdTkL9qxZhw3WjGd7h5M1Z568vThf1Lap4lnRNRcmqQetgcosJG66hujBIUWtL2ABERjAaxnYOW87E2bvJeTBl81pgWGXXqeAyEm3njjaoj1QYg/T4x/VeGiGOBLUrzq3NCRtZd9WFC3eIvTCqRw3ChhoIG2ftbv4/Z70mvO9M6+sIGwqarTsRSggb7jkyXZbPXwAhYaNZH8U2SICrqyBbq27TuUTiCf2+NWFDct7KhoSw0bnyF9idJ2wSJQiEjeHntTEQ3N9z/ZLycUyN+eAHNKBAg5PrPDmzRF8j8pb4oKRta4u7krCBdHN9vqx2tARrz7pAmz2GeB88cBG4WMJGAz1rqe/6IGzUQzZhA9kbbgphAwAIQZx7/iBsNAKJN0FoZJvPjU+qBU/YUCef5WVNwob0kriDsNEeB2Fj/N6DsHHgwHa4mn+kHR588EF43vOeBx/5yEfgcz/3c+FrvuZr4Hd/93d9Bo1v/dZvhZe85CXw4he/GL7v+74PvvzLvxx+/dd/Hb7u677Ov+P+++/3KeMAAL7wC78QXv7yl8MP/uAPwld91VfBF3zBF8D3f//3w4/8yI+s3r4Ddxdoho2IUOAQO0hGzj9DfrAZDaYIGymlToV/G2PI7zI4R1sIEO866qb0dVQAPhdyTNjwn2cW71/gfrobz+T9glFPucD9Mq6omggQl5BokgpY8uAaO0JnDCuOOKEScyTpc4v6y9ch7YD19T5ZA4Lh27+s71NO7boKYnAuu9SgfEAA4OUUrXEuEJiDaI4YNO+49kueIc+Hf47HefyccnnNAcJ6XM4Is+9JrF9XRiqia+pmS2JkYNZjYh3g3yfnJi57kZE0b81mI9pDAFLjOZbruI8mq5QKGpDeNJqYa5iwMWWcw9+fdf4suPl0beQcxAHqti1XNtEv24dLCRsMiW91wgYTCD9F2DCYsDEzHrlGaCq/6uxxeL9Sp4n93hTMC/qi4WcDwsZou7MfYKOfMQtIol4kZhKoUmNJCBt6/vlEGVvKuFqGVFxHv3ZSwX32OdEzUnJfnSmYrbsLXxr+7XUoFxU7vNxn2ABdr1xJnbBegtYRJmykxierqMTaBIPrUE/2cWWvYpDHUc5dBwA9ACgwxsDZmg3uuToIGwA0QHysrmJCQTfsY5FOnw00NpiwkTzTYcLGBrrlaF8eKhU9NPxYpjeh84AnbCzQ75nXLtqzEgHyyzJ12NdENgn++XjNgrj9xAZnv+rOlEWEjcT4X3VX3txWNVgnar7LrjGXYaO0aN0PhA0DQPS4kU1xFKDE2yrqOhHTNq+xDXDmLaxtb3wmH7XNXVAAEWFjys5jonovHSik045tZAl9DeurSwkbYnkR+s4YgHM/lHPVnfNe419n16jXeTr/3yRho6lihuu1XDb5bBpkei3ZN8M/p+V6pXnH1iO2QQJc3XMe/blOWbln8gRhw10EVOlcIs2wUeec6N5B20+XrJNNeIJNEDb8+AWbRG07jzunnOzPa5JhY+4cnknQc4QZ1aHR55+X+3iS30b/RgqrtG2N4blhkbvRb+WGt9tcEkZjaPXLg7CBsAN7VhOk9sEjWO1igYmOXk4R3X6vY1tfz8q9HMg/L70UoQVu2HpM2eBjGUkuaXX2BlDheeGcFWfNa41or3D18D6r+PFKF4GW6WL1sL89kVHkvM5Z+0xn354iJjTsi1gX7U0/rL+UTbViPcTzLtEv3ja9+RxZjtQZYHOCRHThwdb9myLlTe0DVX2FAvv9mhcJHjhwN2JTwsZLX/rS2Wde8IIXwAte8AL277/zO78z+uxrv/Zr4Xd/93dLqnbgQDYMVjA6FHyDMD5MOEt3ZoaNLpOwgf49dfDhGxccFeRmS+98YDJszLY/D+Mb2iLn7US/0OZUUi4Y5rkxg1I1daN/kwwbwnSouUxt6XwcMGakm97UDcLNvelsEeK5xvfL6hk2RDcQJ4LeGmXYcKqEKs2w4dZvVyHDBskeMSYjEMJGaYaNJWmIM9dsLpIB4qPAY0auX1qGjYVrbQ9IBXeJCBsr3ZzAomGGjU0IG8I5NcqwcWqUYaPBHift02rr6KZm2JCuR0LYuJ5/PlHG3Hwc4umXkLDnUYuwgb+zdYYNAAAc/ylFE3nk26dCwJnRgHXN1TNsxGfSoUQ2XXgJ2D7F56qblmED6Zo4w8bVKXy2OnBk1Q4IG44LPuqKhL4qzgg3V/BUhg0XjH43ZdhwXqGTytbv5+qdR7QQnA0z6hDbJFhcYoYNJrPvEsTNnyNsuIaWZtgwPcoeAUjniLNNjGxP4zY3OQ+mbF5LSKwFe5/LsGGMijJsTO2VlewNiQwb4aKN6TFw9lsDJxReLCBs5GbYgCjDhlqYYUPHGTbsngOWsOEa0ciGw9dreR85/cIo48fPkzgyID4DNbZzOV159xk2ova3zrDRRL/NybBhZH20hp0nZNgY3ksIG3N7Zaa8N8Zd3Ka8jqoNv9eXtJ/NsCFtW2PcdRk23P5w1YG+1gdhA+Em2ewxyD7YKEPQgfWQzLDhL30z6+l4uRCch/JfWea7xn6ctdDKV7YVFmfYgBuWYUMbgNP0800IGzto/+bz9y7LsBETNlrPi1y/7Nr90hp7PAPsOcMGlxm11TyVyKPdyawDB24YuvlHDhw4IAJyeijGOeEVLfexN4CfyO9+84sNQNHzSpnRM7HxkJQLCzfSxI2nQ2CvLyFSKNKKfDXChj25qdh56/qlG/cLbQ7Tv7nw5cbRX6GPsHKFxyYneHC4SZR5fsFN/7mKv3Q+us+4dkqUThFwoJuAjLAE7Fwj1Zjvx9y5JhtzfIBm2k+cayr9TKpcyCBs+NvESm8YnJdrySt4J72caG0aF9zFrMclhI3U7dhZc9DVr56BFUMUIB7fWAxjkhkLHORXQtg4BcLGyY5tMWHjghwnkj2hlVOoqL+y1+N0Hab2ClHGm0JI55QyygctD4QNH2kre7/49im0x1VywEv1j2rGl3iOFAZ8Tu2JEsKGROfIMYwBzKwd1P4QYJxJ2Bjtg7bcqVvWK8H1qVJqd4QN6V5RSUxl6+4yoD0Un5lQu7VGuluJziwFo9O3MKrzBuZEv1TWj2ICymqEDX9ZggKttTcbnGz7N8+w4RZK3/PPN6zCtDqJz9uIhF2iH6CCCWGD2E+Gn7shbEzoEEV6EzlX2vYrqEfYWKS7Cs6GGXUQ90sNQjoyTzjCxsm2ozf564vTRYMZbsk5NA3cfLcUMGFDKbonugwbpYQNrQdiqwYIZASjgdg5SCYK3ubV5jyY2B8X7E2sTpsiTUXvd9mctUFPKIXskIn6MLbmbCCFSnXURgZTGTZO3cimlqxHgV0B22O1Buj1UM6p67NeE95n16jP6GxtJCrOsJG+oKkZSggbTuEgptPlwU0Ac+srXi+V7bRkvQxoRtjIPZNP2AgrHY1ZPbZNwEnCpgyaLFlP2ABefmGsYefRRpNYv7MxoW6z/ZIr751NXCE3H7/Xi+z9c3UDIPNf3ra2uOsIGx218Swhwt1UcLrYJdrsMar5NA/sAng/DYSNdnaoaqil35NXLvNdb7kWcHk3KZgZZ8yYJGwge0MRYWNDeZzrK6s178p0sXrY3Z6YOGOR3xsRNkjSuBV8wFgXVcj2xPsp6kA675L9coNkXNzvW2KvhI2pOdJqnkriAXYnsw4cuGE4CBsHDlSCd6JpBZzBdJTubJTO2xp73cbrgjv83kefV13IluHeORVEjv+eB+SocFVAviIDHb2tXgVTB0GBgwgA/A1uxveXoT+RUz/uFwL/eNy/ucABDvj11nDbRWPu+04YPEj6lHl+QeC4hGiQrMcoZXnKmUEzF/iDlmEIK4tSzaFJKCAjLIG/DZC0LapFIkPDeI3bz6Xp3iVzBBOFuPZjUovA2Cg1dKUIG+79xRk2UF/jtTmsHVsXaeSln1coe4SaWI8I/vepoUqtuxxB0sDASl8vMXqhOeL+FZHM+ALs3+KInoy6DeXZsVlC2IidP6yc2jHQHPRBgvFyRzKyattyZRNGyhu7QJazxlb3KiVcj4VgDQ6xrgAh6C6LsJHYK0TrCwdulcqIxFxranyJo1KWppUV7InYsZE0tgp1jpRhbPF6RHuW34OEa407A+QTf5YDpypWtv7S9OoY2Ng5FSAvCaKPCRtz+mOKsFGmclZ0RiIdJezBhqxzo5HbeBXjfHwmHT4j6wvC+ioqCa1NKvsT/VJZP/JzTcnmUVlhWF+3n5mBsHG2sVz3eBG5gc6CdbmNMmyI1MnEvFBKl+kHRI9x76QvCtwNVR5hWYDRngBjWSDZv3jgaHz73ZOaGBAZ4npnya/IRoZtO3nHrbEeMPl9smYzzzcJXc9li6iRYcO1XxkFJ5UgbFRQlFNx8zjrTdeFYnA7SwkbPqAZgO4zClWC3CzOn595O2p5/SihccG5J2Ujw2RFbLeJ2uYybGgTSC3GfSfxPL3UpXCOYDuMK86vzdTzrliFMmxMnBkL7Ao4oFxrgHNvM2x0CzNsuJvx/a3Fzs416KhhW2hjw2FRQTYBclMsIYkSG87kGSi2c9XWb8brsetCe+pm2Mg9k/Nyqt7RePii12Pt700IycxFSXjJnrqU/Jo/b5f7BHhoo+EKyaZrbVjZOq5g4jw09R1fd6SjTZAz+X1gHiTDBpapzbKO5wHPC4wUYSO221wUIj3IBTYdGTYCWHvWJdrsEcrOWwf2BmwX8pY3xcd07AexHlQ+CUfn9pl9ORlUurI966atR9d/U8HMKTtqB122nTap029gj0zZuabGsJYOWaKL1cT+9kR87kHg4rxKS8uMT6qF1AVlBgyVKQ3mhSTOi/gcb2iGDUxKW+JnrIlVL/QSQCKbWH9aadmCeIBcXeHAgQN5OAgbBw5UgiNsGM072sbKlTtk01viWEajoc8rZdgboasSNlBgtnO2dZ0JN6yZdTJs+BvcrANtnGGD7xfaHKZ/c8Exz427/ZMGWeUyYGXPpwLHKxM2hPPRfcbVuxoDOJVhovbNbcpFJti2qfH7Jf0Y9x3AtDKbN+ZT7cdzc96Bk8vyp4SN0iCAaP12ZnyD+OIMG6H93cR6xFglw8ZKhI1J2Z+U68L217iBFgCU9aQqUHBlgwWlhI3YoFVNrq8IyXrHv9dsW1F/FYx/qg7N9orceszMKWVUuHVDgfjG7fz2IPlVyQEvmmuYyFZqMHZ9UngruaTekgwbtXSu1HpMqh+o/Z7Em5lentXvJ4J2a6HW7ZeEsKEEhI2pZ2yfSveKeAriz3LQRh5xaxwFnPXh81WM84xOv02GjXqyL8aqNyiRvdKtW0vYcPPTrufNM2xsRNgQqRNYX/VZ8wrtCqhgl2EjDjwOPNp9EDamsuYVyalUho1OFel3qXrnETb4s2HOe7L7pcL5Jr7xEqAOYSPWRYNIkWVYlYBrPv6c2vys/CrNsNHbDBsG6D6DL50Qnr2bnAdT+2NBho3RfDTze5+3NRuUhQRlHRr1BemvwjmCFCoV22OnMmxcdTDKyDG8MP3+JedKJL8IYUMtJGy4Ner6zGXYAIiIUvXWnaxey/sIZ9jwjv8Fa1Zskxitl8p95APqw3rsTudSjiGDTL00eamLJvyF0oRdnB4rOUtlg5FNJEGby7BhOiqz2Ve2t/NoowFL6zvxfjL97eFHdB6ae96AAu0uOZgibBS0nxA2sA9qJ7fB37UZNg7Cxghz9qxLstljrG2nPtAWeD/t8Ll/JyQ4FrGeVaGeuWtzD2thD3WoCcn+SM/hw2fFGTY2lMcSO1fq+dIx38vc2d2eSOyCGG1kYm58Ui3U8iHmItfneFMJG3s6AzQ5PxcgZ47UnqdcbETqmd3IrAMHbhgOwsaBA5UQnGjIcRYZTEebqFMCukzCRjdBTHD+i0aEDXciHGXYIEp2G8KGdwh643lGv5DmVFIuGMKGQX3UnLCB+7iTGWtyD0TS+eg+453RkP48FwKndjGiuaYSZARJPzYxPkjajw/Zgj6Szk3a5iiYJkFqEWFi/foyMWFD4o1NBHepU0XCRsp5m+UgS8v+WsidR76POuFN3rUIG+622AWEDT9HTPrzSzg0Vg0QX1j27ggbZjvChu8Lk5bfqxE2UjK+cNBlMiH8s3gd3UWEjeQ7WxA2TCT7BO9aihaEjakAeUkQ/Y0ibHB6HIro0jp8viphI9LpVyVsNJB9MfZC2HDxk1eeB7CBY4BE3NmK9HyQWesq8OpEyg5RmHkml7BRGmFZAL8nTGRXKpJTKXvG1oSN6Jw0Z9uZq8PqhA0UQAEQbmzrdf764nRRP1oVz5Jc8/Gt2bidTr8pJWwYlz0CIsIGsSkSJdXVOPGuFufB9P6YC9Hex9iRfTZnoyhhg90rEzbCpfspVqgiolDK/oPHIGTYmAiAq0HYsBk2enOyr3LZr2WvCe+za9QF2yPCBiFKNbLhsCghbPjvgp9epRk2Jm0SjI+jFlRiPXbduXTLSiPX7uz/pgATy3CdWhE23Dmxrn6b1suThA08wSrYnYtqbTTgy5rPxojqRv6O5f0UAcX1v+pC/vdGhA1SD6K07iO4+G4lbPjAptJsYzcIrD3rAm32GHsJ8j1QB4SwYT8zALshwbFooGflrs09rIU91KEmFhM24CBsLC1367mzuz2RiXNqJRNz45Nq4SBsbIM9ngFW9Q8JkDNHWhE2VompPHDgQBIHYePAgUowPSJscBkm4lRWzO1T/OYXBUgnbhtMBiGjfy7bSHFgb+f+CeHGNFQuTtMeE1YK08mxhA1Bv2DUUy6Yg4wLzpsIEG9C2BDeruHfgW38Kvpb4nlRhg2Yz7ABXelBI9NxtgDxXFMTAQEKOUviOd7E+JBD2BD2kXRukrkzGv/SdSQgbEid1ORWCOW/mpyPUYCWKJ0gef+COdj45kHZeI6DQ1bPsFGBsHHJzp+qAeILy94dYWPBXlkK6ZxanbCxVL4srEPVuXYQNoafDTJsHISNG0TYGGVKCxX0GTZgwwwbsBFho6Lsi7E5YcPYDBs2lmuzDBvGAInCvoQMG7AgI5ygYDM6xw9wx4O9EDbUSbFnlCI5hc+Mxnn+NyZsRPLo4ggb9qud/UeTDBvugRuUYQMAAhnB6GBTNFps82pyHkztjzUJGzh7anaGDZV8fomNkAVWqNzE8xkopm2H3qZmJvb1onNlkF84w8bV0gwbJsqw4fYcBel1t1YwX6UMGyI7FwP5OTFaL9X1rNgnMBB0mhI2xJmd0zbYNQgbTfRbRi8n0/FkfViVLwoqwWSGDSlhQyrvPTkDZdiYIGeWtF95Yn/MMN4XYYMjQN9UwsaRYWOMm2Szx1jbTn2gLfzN2t0JETYU7IUExyPWg8rrmbs297AW9lCHmsgmbDh7w12YYaM0rmQvc2d/e6KbP2ygRNXSUjFsB2EDxUzgfimMqdsD9ngGOAgb4/cehI0DB7bDQdg4cKASvC8KEzaiAObxJuos3c6ZYY1Yhtn8Erf9SAgbhLyxZB/1huEuBJ51xhM2jMnMsGGWbea+Fei2RVLORL+Q5tRSLlC/0M9tELJKB4gThWqiL1LPj8cPfeDbP9MeZ9tJHYgS9RkdoP0j7qAsy7BRTaFM3sBbW0GM2jbhjJ46WKaMD1NVlc0RP4AAwLVf8gx62kjmGn1ubCQsXEduXXcRYcOYtJN6So6gOeKCu6Yy3mDI5ibq30UOsmh+LZSJ7Nsl45mQ66SPpuqUOx6JugGAvy0YEzbm9gduf+Tl1H6xOEC8wnwZ7YM578RBniXREWgv2pKwEZajnLBhAELExdycFe3l5Atgv4DkS1n7JXsLWZulc819rwVhg6k3NvoZMOz84qtccT1OEDZmVTSpjOPKroBahlSDGhvWTkKfsp/5Z1K6qLs5Vkrui6bg8B1hxfF7MnV3GdIBXViP8IQNoyuWK6hTrNNDYn2V1iO1No1pIvvGRdO51tQgT/ZKhT42nrBxj99CNyBsOKiIkNB0nlGI1MkEoSDW6bOBxiYrw8aKfePBrRf8iGD/mi0AkdwJYWNBm1P6RJZeHtl2FhM2cvslpd9KzzeEyDB8puw/SggbsY7qdNHYLlYlWIdR7+cIG6U6us+wYQLJZZDVKEAay+oJmxdrRy2qYMLmtaC/2fOA8YuctW35W9xNRNhgbWHo99IbeJFOq4D2hZolbLja4LoKCBtSuYPtGSYQNk7dOes1oS52jXoboNXhAZjMNivtCRVkk+lMMNNXkuvJ94zWS139RiXWI86wUXdIMvVScjNtWJv4K2sRNlLnrWykZJMxNMOGy6JjOn6Nk3e6V7az8xhj4MqRBIytjdhvkDoPzY/5kGHD6Wh5hBX5UKHxwGjmE8nDXIaNgSvO2G0uCH6+OpX5IGyMcJNs9hhl560DewOVR/YzmNKtdwC8H9XMZMb4ROae35SwccPWY8oGP9ofUb9je0O2nZZMI3foX1TtMkTzDmDOVjP8KB3zMl2sHna3J85l2KhN2CAxJkD/3bAvUrqoNlocG7O4XMm8w2b6lfulNbh+3xJxhsqtzyQ5c6Suj3Ksuye7IldXOHDgQBYWETbO5zO84hWvgF/4hV+ARx99FAAAPvCBD8Bjjz1WtXIHDlwSwq1nAsJCTMCQZtgQ3DY4R9hYtpEmAiVOBhliVeS8FbY/E44gomLnT9wva2XYYA4yPkB85xk2pAx26Xx0n61G2Gh4A69zPru5NplhI5OwUW/MJ8gCkmcyyx2C6cA/F5xTro+WKul0HnUxYUObBbcKpoK7+PWIIQvoSZGGMubg3jJsMH3EolKGDTjZKhwZNvICxFe6OYHFkWGjbYaNVHBIoYxYfa4dGTaGn0eGDf/vI8MGeSnYl/KEDZ0gbDQlrqV1+lUzbDSQfTE2y7BxcrrmkGHDXUh/OrlHV3ZU4PK6LlQEAKDnbwZuVY1pdSJFwhbqq4KCswgbW2bYEOxNi+RUiwwbiSCAvHGat3mJqpHbL5UzbCjbnyc1rK/e5K8tThf1x9cNM2w4/aY4w4YeMmxoALTPmMiGIbN5tTkPpvfHXGTtfUyGDQ0qyrDBBJGnbIRL99NEhg0lJmxYHXbKJlVyrkTyS2uAXg9rrVN91mvC++waVW5P7Px/LzbDhr/2HpDpNH9dyM+J0XpplmEj6C2dOhdtWXxRmXopY4PdIsMGALQhmEM6w4beWYYNNzt6cH0j9Bv4MUd6sWjMgzXcTOz1Je1XwRgf/aWNTyQXc4SNG5thw15C5LMZHbhRNnuMte3UB9oCy6OTI6FjwsYeZdOCGADZa/PW5h7Wwh7qUBOLM2xAYYaN03byuEnMREa5uB/30P7N5+/ahI3M+KRauMgMG3eJjFsbR4aN8XuPDBsHDmyHq/lHKN73vvfBN3/zN8P9998Pt2/fhm/6pm+Cpz71qfAzP/Mz8Pjjj8NLXvKSFvU8cGD38GmPTbhtLlZkecLGifzuN7/RoYk+rzozesY/i4IOigkbxAhtjZIKAFyGDYgybLQibDiHoGs/MP2ixv1Cm8P1by5Cv5D3+wwbhqSsw2MjSWXn+1SpieexseY0/mzqvbmEjZn5aP9I56AK75C1RwJXLlprtW9ui+ZacYaNU6bxQTLmU+036BmY7yNRuehXTNgInvuFY5BwinWnSGbpRJunvJwJmRWvx1SmGfz75Nw0eO2n5f0kGNlfC9waTNYB91FnZGszdzxSdYPQ1woUnGywoJiwwex9WxobcyEZp1aG1KL+Khj/VB3iPRHLI3b+VoR0Timj4NTZeaoAR9qK3j+5HukXIPEFUVtK6lB1rrk+EfYRB8ne5AxqSil/m7WOdJFaOpe4j1D7vd4s7FPpfJS8ayl8n0Loi1LChl87E4SNyWdsn0r3ingK4s9ykDuPhC8F/1Kio4UKah0+XyX9NROgRNZXwVygRTF92kD2xZDMtXqF4b3SfmYGwoaL5fIX2m1N2MDRVeczZTqtUI1JdQLPCxOeL9IPUMHhnEAfIYSNwr2sBFl706J+SdgzOqij38FCfSKSR3O2ndl6SPulwvlGKRUyE9kzckmGDU4XDYHj9c6SXPPx57RP6xA2TB8ybJB9hiE0TrW5yXkwtT+WEDbi841g7/OEDRNZduZsQbjeS+cIUqhG9tgpwsapA3fhzrAkmH296FwZ+k5rgLOmGTbyCRt2jbogOBUIG6fuhIhSbWw4LAr6yAcRIxG/ROcQy/XGdi6VWI+q60u2LB7ZemnaTovrVKpOcHps/Ln77ET0+kww7cfT8eRswEbWR2X6igzaaJ9h42zcfiI8V4zabGRjjmyqIsLGIjtXZH93kLatMXIIGwqo3eaSEPuBjgwbY9wkmz1GPZ/mgT1AQ5BHnZX3doSHB3Ypmyrq9wi5a3MPa2EPdagJzq+BgXUoP1tNvp12DV0spx51Yybk5W49d/a3JzoFnyEGt7psEhtiV5iPnC7ael3k+hxxv9wkwsaUjFsbq/qHBJCcE1vNU4k82p/MOnDgZiHefWfx/d///fDVX/3V8PGPfxye/OQn+8+/9Vu/FV75yldWrdyBA5eEZIaNSJEdp7KiDi93yPab88kZfJ2ja+wgc8+4V00FkeO/Z4EwrPHNlq5aKICiw+2nZVUjbDgnhHcOzPcLaY6h/Ys/ywLHPPfBz3TMs9N1oj6VZdiQGWskRINkPeL+SrbfJOs9+DnG7V+UlMGPVZiP1R2B8VxLTiT77ESKwuRcmzI+SOYIIUpw7UfP1MqwMQq0dx6ZmECViZTTlcRDmDDm4lsF/eBAyB7Br0cMWTpBNPeXpEteibAhmkdLMmxkj8e4bgDBwAggD8Id7Y/ufZGcuoRDY3K9j25IDf+senOCYfpRgtQtnwv2UG6eivqlIrg5FfeRMsoHPeQQNvLTNiP5VekmG8neQmR86TqKo+UXjp+k3jm340yJ6eR8nFqPU33kvnc6yZ5P1SM6A8SfS961FKlUxUvWICFsKN4A6o2kU89EhI25+qQIG4tU/VzdXfZWsC9Fa9yQdW50+Hwd43x0JrVlr5tho77sixHPtaYpr8le6WTQQNg4O8KGF5Er6yy4vK6jBI1zflB5aTWm1ckwL1yGjQ7rq0v6LpVhI3qEnGv2QNjIvWVL2i/kPG97oTDDRrk+Edl2OjO2i2XUQ9wvRTf9gy/L33hp6hE2Yl10RNioIMs49Z5k2MDn51qEDWcDBZRhAxBhIw6YnbikhLWjFlWQsXllv8e9JlrL+P3MLf7azh1jQoYNQzJscLYgKJ8jWKd1gtLZf2LBiYpRnUIZNhRvMymwK+C+0xrg3NuMrWohYcOt0Y4SNobA9FPYJ7YibCyxvfj+LbMljG2B3Bkotu3V1m/sGledz1amOt0mw0auXsrYqVOEjaWiyY2n12Pt77F+iz9bjJRsMjpaspYwgu3OE2NezScwAW20v53wDK4fpMFmy8bcqE6UYSPfLhQwm2FjrYw/DPC8wLhxGTYiP8JB2BiD92kD/fwCbPYYReetA7sDzbAxfHZZGTbq6VkjW/PMK9fYy+dw09ajv/AhN8OGWZ5hY+u+S8WnTNWjXlwJjN6zyX60tz2RnGMQsM+iZnG58UmVkNJFjTHpdVGzHoJ5lzpv439vPkcKwPX7lpD4IldFxhxplWFjSh7l6goHDhzIQ/bVea973evg9a9/PTzhCU8gn3/RF30RvP/9769WsQMHLg7WCm8Mf7hnM2x0NKW6ZyuO0kvR55UybIpZotQhT1opYcOg4Ge/KxtFy22WYSNqf5xhY6JfaHNo/4JrSsrhOAWGsGFMIphE5yv+WUHXAGEeVSZspPrLaBPdbqbAOdPZINxqCmXacVQTgbARz7UAST9yfcchO9Cea7/kmcxyR4dGX4bro6VjEMtB8s+h3FwnNZZZqeCuKCgcIy/DxtI5mJb91eCbL5tHxhPxhO0vCRoge4WtAii4ssGC4gwbNyC9+uIgvIoH8UX9VRLQlqhDu70irx5zc0oZFdKkKggBrlKSkbQ9KVJeoYzIlfHF68j1ibCPOEjqXSudcXYfSTJsXF2FDBuZ6eXn5qPkXUtRK5giN8PGVBpitzdI94p4CuLPctBEHiWI8ACa6BG6D5+vYpwfnUmHz1YlbHD9UhGrprxOETZgmLsupufqFD5bFXGGjY0IGyJ1ImWHOBUSmQhhw74zuimeZNgo3MtK0FxXTBC4B/WjDmFjkT4RyaM5285cPcT9Uvl8U5OwEeuiXqQI7T8ScM0nhA1i/7CEjcK9ydh+0QDRPoPP2DKbV5vzYHTuN3pRf2ftfaMAHXc5EHjChlZTJIh8GyELpFD5jBlobcag7XT2Yr5tZUSpiLDhMmwsJWzEGTacHQmGdew18FY2HA4VZBO+hbEkw8a8PI30ydp2WrQeNQCcAKDrzm0IGymb3+SYp22wuE6l6gSnx8af48+WI22TwNPx1Dk/2MQaR1jDzpPOsCG02cZjbnqYHHP/vAKdk2GjJmFjJ8HFORk2LpqwEfmBDsLGGDfJZo+xtp36QFsQwoaT34RgvMM1XVO/J69N2JqNoTffJ57fci3soQ414ecjCAkbyN5QhbCxQd+R4F8fVlIYM5FT7k7av5s9kbuYtpFMzI1PqoVaPsRcLIq9if69+RwpwB7PAKv6hwRIyfg9xYnsTmYdOHDDEF/LMQutNfT92Pj04IMPwlOf+tQqlTpw4BJBMmxICAvGgHesKXrIZje/OEC6SxA2SoKQWWBDfSBsOAecgS5SKNKKfNlhSvvXqu4e96n7o/0D3y/0XbWC3nC/YLg+WpmwoWTGmtwDEd9fCYcUTBA2at1SnElGWALnfHZzzZOFSDXm+zF3rmWNeS5hY+JgvejQGK07SDjsRYjfAwCnK4X+bJYTNiAEH02tR4ysgOqJwIpJxG2uPH9lsmbcRzGphcWeCBsmvdYu4dDYPAhPUPbeCBtcNqaW4zmS0yb9+eqEjZoZNjJl/EHYKFyPFQkbPiOU/dolEjYUKFGGjRaEDZxhY3eEjRHpM7xXa2+dXck47+TOiXy2CWFjMRl2HtsRNuxnNsNG7+Zn5wKeV3YMxIQNvFAStr7W1RARNpAdousKbRupDBtRPMJdQ9jA5/kGGTaKCBvqMgkbxp6JO7vwHWGx1/lri9NFvSag6gWOc83Ht2bTc5yVX8UZNjAZwe0zhtow8O17E+fnJufB0nN/VLfxfJzf+5ytWRtF6YycnWeBjZAF1und2d3byHjb4dBO+9nUjcVF58rQd1oD9HpYa53q817jK2/XqNOFFEPYaGTDYVHQR16/wNN3wZoVy9PGdi7ls2t3oP0/+7aEDenaZ87waxA23M3MVQkbM+0hhI2KmZ1LoY0Gp9X2sJCwIZb34Xl35jcTe30VfY29+XjjoCc0LzBuOmHD30RbqAvdJHC62CXa7DH2EuR7oA6oPLJnGlBQouu3R0K/r3AGbOK7bow91KEmJPsj50+9eMJGzTiZBuW2wv72RKwDIzTSM3Pjk2rhIGxsgz2eAfZM2NhjnMj+ZNaBAzcL2YSNb/qmb4J/82/+jf9dKQWPPfYY/LN/9s/gOc95Ts26HThwUUgSNuJDM2FG8k5HdvMTOK+5IGSOlSkCudnSOq06Qwyx/r2KFFaxDug7PuuBjuq3PMNGMXGAVDUdTNLmIIqNNafxZ1PvRZEp7t9Z/cUEVnH1rqZQksCdeTLCEsQZNlJkBDrngfybM0iT7yWQN+ZT7c9zNGUfGpW9+gJgvB5zkSBsFGfYSHfdAOAAAQAASURBVDjO2PU4itBC5c7WeWFQ4R4IG1iu+wwbKxM2LI4MG/s8iLM4MmxQwgYATKUGzm9PoXxZWIfiAEuMg7Ax/KxB2AAATGRymT0k71qK2oSNufe0Jmy4bX43hA1ujbtzoAmZBGAtwobXCVzWvOGzVQkbK2TQ2z7DxkDYONtYriu/ha7sGIgJG/hQv+sMG5n6qqBgrwPHzzhCMKhAaLmJhA1Ccnf/3Jiw4WWB7DKOuXqsTdhwR29l5XiTDBvugYpnyewMG85+VErY6Id+MYAIG6CB2BSFBIQm58HMizD41zDzUWBXwDe2kwwbnJ2nEWFjlIV25lKTzl3wM2Ujr5lho7cZNrpKGTZiwobfyi+IsOEYoqos2EMsT0e2vdp95Gywp2AVVY0ybOTqpYyd+mIzbAgIGx3OsFHpoqBSTGbYmJ2Py8bcQOdVqPYZNmL7dRufSC7cvOAI0DeVsHFk2BjjJtnsMda2Ux9oC5Jhw51pAJrZoaqgpn5PXtvCd90WqTrsMSmKFLmEDWPPWDciw8ZB2NisDgR+/sSWUSbOq7g8+/aDsDF6xj0Xfhn//dKwxzPAQdgYv/cgbBw4sB2u5h+h+Nmf/Vn4q3/1r8Izn/lMePzxx+Hv/t2/C+985zvhcz7nc+BXf/VXW9TxwIHLgAvWM9hxRjetpGMOAEUnG/KDJWx0+YQN1SkwfchykNk49xIfQDRk13AOOCbDRqTk+DotqILR2h8X1Mlm2FDyfqHvyjNETNTK1iMibJAsJNNBqFN9kVTA4vHzvyvwhI2ZMU5lYZmqDxc8SNu/AWGDOFEqK4guw4adayrRMcnA86hdybmWGdg7KhrdKse23/+OHWdTky3UnysX15s4YVQkv7JBHf/RP4c/p5zUU2OeDO6K1mNRNqLEGGRZBuM2152/yWw2o/5KyXWhnM4dj2SxKKAJETZm9yhmfxwdGmvLhAZYehCvMV1Gsinnnfiq3ZKAPibr0uqEDSNzKGLChkkRNnLShQvll0h+CyDbW8I/F80L8i77xQaEjdHeZD/AqcONWZDVK7EPLl6PU4SNTBnnyo3LHs4S069ailqGVL+2FB0b7jm/vlI6l3tGSu6LxFTf1yNsFPc7F/zpg35UkrDRarxJnZzeaPpBp4fEGJbKo8TaBANMv7TRj1YxyJNJGNppjAEX03N1Gp7ZlLChbOD11dVA1tiYsDEWEUind2fswsBTPDYhw0Zst7GPwgJdtyYEZzTJ/iUoAFzGPVCqqM1Yzi/SyyPbDnlPznjn9ktKvxXWm9rCbLlQgbAR6ajufV7j7CoG6zDqPUfYMC64qXBZGNsv2ljChpWT1KaIZZa7pCRluLJ1repETNleKhE2SNZlHOSdtu1oUJSwwe6V6HfhpS4sUhk2nI2sg8FOi0h/qbUAU7fvl9gVsD1DA5y1JWyoc95rfF3sGvX66NCETkUZNhrZcFhUkE0kw8aSRSvZi/CHFWUThrPLKtUFwgbKsFF1m87VSxk7Na7TmoSNUn09KfvAREvW2k3IBJsgbNTKuj1Za0MIG0OZwgmyeMyV11Gnns+2C9Fv259d9PmGOirCXIaNIWGozDawZ/gxVAdhgwWji12izZ4gtQ8ew36xILZK9xlM6dZ7ADHa249qnAHH583JwPkV9vJZFNk/9oeUDT6Wkcl4DlA+q6dU79vF+C2oR616l+li9bC7PZG5mHZZ3MNMUTjGJBVX07AvUrqoNjotUyrWQzLvyO+Yr7HhPK0Ftt83RJyhcuv+TdnRpvaBqr7CWHef8N0ehI0DB9ogm7Dx9Kc/Hd785jfDS1/6UnjTm94EWmt44QtfCN/2bd8GT37yk1vU8cCBi4DPsDGR7p0lbPhAex3+DuBv0Q2bnybPK2VGz0wRNui7shrnXgLgAyUMALoxLUnYgIn2Z1cB3VLU2fb798/3C30X7d+ldWIPMpjUghjQ2LCbc3PA9G1oTNDXZLUTB/yJ+rD9RZwZ7l2abWdS6Vyk2CHGf6PbpMLtgW5Ojd8/1Y8AgxKbO9fqjfl4zU46zrJZ/gkjYSILiQiGrl8AgNMJ9aM29LouSYA4uhXCcOuxhLBBbs+b71/2+3vIsAGIsKEyM2xIx4Opmx8DUNDZ9xRn2JiQ/XuDZE+QyYTlZS/qL+yNLbi6vv1ekVePuTmljIKT3RO0gnDjNsDQ/tg7Hb1fuvdj+SUJfJAga65BBeMLTm+Af8+EZP5LbseRzCPJ8+L1iNrvCRvCtcbpDSnCRqt14fpUqfz06qn31MywcbJzSppho1BMtZHB7BpHuoULnIa1M2xY3dr0ANA+w0Zovmki+2K4untZvlqGDffhkGHDXXh98nNzQ8KG27tOp4Gs0fM3A7eqxqQ6iecF0umnskPmFGxs1kAm4d7w9zZXd4uQszepTuX3S8LOM8RdLm8z0SeW6JnR2RDbdlww/yhD4kQ9xP1SIcMGKAjdaC8NONl29BO3bs+9N9ZF/fG1NBgfgds3U4SNoZ2WOFCYYUPrKMOGAdBgqE1VkIVi+KjBebD03B/VbaRPEMJk+v04m3PQDgDZgrhzPm+bFgPptLGNzFYqKjq0M2TYmOi7ArsCnhdaA/TayYw+6zXhfXaN2nVlLO2qg4iwEdnvm6Mkw4Z9TsGC/QFBdK4iQSaN+ghdXuNKU12jDBvZemmkS9vPcJ1KE3ZxemzTDBuR7MNL9tS58nn5RV9ZoK8IoY0GJ6F6+7vYb7B0zEGBu2JMkmFjybkyZNhgAum2vqUWiSkMQgDd4e26uYj9QE7f8NmMDrC62CXa7DHWtlMfaAsqj+xnDe1QVZCKJalwBsyOk/Dq93Zr4aatR4kNnrTZHclKM2w00sVa1KPWmLfysy6tx372RKz3Y9SXiTTGRBafVAtY9rt5t2aGjal5R55R6/ZLa3D9viX2mmFDMkdqztPkhUuCGMFLno8HDuwR2YQNAIAnP/nJ8F3f9V3wXd/1XbXrc+DAxcITCgzy0k4SFhKH7IiwoU7RpptwXisc2GwoKYAvOxNM8HOIYY8IG4wiX0TYwMEj6mo4mMYZNhL9MqVcqDgoPLtS2JiPPnY3+kfBzy2CB2kdZA7k2MCM/53VX4wzgztwVzsQpwJLat/c5uZWPNdINfh+dH9PPbPKmGc66VNBJlPBvOQWWrfultK5E4QNAD3Uw9hycyMvGZIZWY9FGTYSztisORi1uRVhQ00YvXBwps8KZGRGr4JI2NRcW0TY4MiKE7J/b5AYJ1sZoYv6qySwJlWHqG1rG0+lc0oZ5YPukoSNmfeLjeEpMmTFAOm5ueaem63nFCoTNqbmP3ZsJI2tFUmy2cFKiLAhXWucziXZp2uBGFJhuSGVGxsMY4y/1WYqiH4pYaM01rqNDGbWeOK8BUav5IBkgrLcGNr/AVQkbMQ6SgPZF8MHuqkVCRsqzB0ww9w922PtlReRKzsGUoSNqyuA27c3y7DBqpNoXmQTjAUFD+8M9yI7+CkI+bpuTWTtTVJiKP0y+AIM3meWt5noE0v0zNi201Gbl7/2XlgPcb+QNbvsfKM6BcZl6rTztSjDBqOLtggc5/ZN/DnRJ933CgkbxtgMGwDRPoMCbFP2j0SAUpPzYExoZMqefw2ji5Mzefr9ztasDXpCTfVFqa0Cvwrp9K44ZyMDANP3oNCZiDqR3UPA910JwxbNC60Bzj3NsJFP2LBrVLkMG0N9OoA0UWptwkaBbKLq3QJ7vOR83iiQECPYHDsIVeobbdOZeukMwQGgnP/J6bExkQN/thgp2YfaMySQsz4sI5OPRfqKENpokmFj6AfpuaJkzO1HAsLGkiBJlrAxsSeuiRzCxpRtYO+IfTxHho0xOF3sEm32GGvbqQ+0BZZHJ0e4AxNk/x7Tp6T0rAoyNDdOYg9rYQ91qAlJMDPWoZwNHROyswkbDXWxFvWoNeat/KyL67GXPZHEUiA0IAaTtiK73hoEIo4cJYqlKIBk3uE6YNwkGaeg7GK4mlj1Qi8BsuJEKs5T/H3JJdi7kVkHDtwwpK+CncCLX/xi+OVf/uXR57/8y78MP/3TP12lUgcOXCS0M1Tzt76R9GXk9inHnbLvcMGDLhWlf9SQ55UyJF2lD25GZY3KXrSRJoKfsf3aKBr8jNJ/16oDzrChTrb9vmOifunMdDpB57PCqT4XpYVPH2R8cF5nojF3j1dM9Si8bZB+ZTxHJgkbXGrUVNnAtNOMb4fG784DclQ0uk3KOZfDXEvUIpWKFK87A9ljLnpeMuaZ8yI5NlPBvAr/28mjpWPg6ho4pEO1cSCDW7TSWwWDIzeQzGIZ7MpKy8pJ/glxzDE3W05hRFKpO38l40nkeqqPJudp7nik6+YDmhYQNkbOn0tMy5hY76MLUlulKo72wUWEDTz+C2Q5O08F/VITrMEhoSv4WzcUDMGtDpMEsuGHfAyD/OICt7IhqENVh4frD9dHS9PKCuotybAh0TlSzy9aj7iMq6sQ7CVca6MzAEzoUI3kXCpVsTS9OobkFk383qkgerc3XF3JUhVXElML1q/knak1HvTq4Vyl/OerGOfRjcVYp2+dYYO2rYHsixDfoNQ05XUqCNUMGTZcTI9PGrB26m1cHiZsAKxK2JCpk3hejM/Yi/QDMjbhogUM9/ueMmzk3LIl7pfURQhdWZuJw2eRXj5t85Kul+x+KcmwQWxh9jVWjmHCRu5aj3UCZVR003+hnoXA7ZskCBOfn2s5so3xP/w+QzJsGKBBtLxtg7ejliBx7l9y7mF1SPR+pm0uANiAgs71+/CydH1KbRW08OHn1dXIRjb8Oa4rbqfx9Wb7rsCugOUXJmx0SwkbjlTlznv2YwWDjuqtRpH9vjlqZf/pos8ykGVfAqgqmzBclm2lujA+nW6UYSNXL03bqaudSSCcm7wea3+PiRz4s+VIyRFNlqzLsGGE8rFIXxFCG+1vJzzb38V+g4VjblQXqL9TdnesK2Svx/UC6ZYAzwuMm5ZhI/YjHISNMThdbORbNBucgQtQz6d5YA+g8siOpyLK0kY1m4BJ6FkVNtGUDXrqtXtYC3uoQ014+ThlO08EfBdn2FjB51arHrXGvJmfdWE99uPHRucYDC6jZ0lJOMZEGJ9UCyld1EB7n1tq3sVHjDZxffsA1+9bYtULvQSQyKYW85SsR8El2JNxlwcOHFiMbMLGL/zCL8BXfMVXjD7/yq/8SnjJS15SpVIHDlwicJp6zmCadsyBdwj5QJ148/PBg5o8j4kJ7rkmih1y+LkAoq4zwQFnuujQmDZsFxE2ekzYuGf46QLE435BTn2JcrG0TtSBgQtIEDZ0vuKfPLiO9EZstJcFN2UTNtj+SjuXuXZWUyiTRJG6CnXnndHRXCPV4PvR/b3GmE8G2nNjbvLmRQlhw8uvRBYSEaL1O9QjClDMdVLj9vv1qNn5iCEjLOQTpZLfj2R/LYjmUUquS28srhA0gPu9U11+ho1IxrP75o6xNAivRtuK+qtg/FN1aLZXZNZjbk65IDmAQayYJRk21pAvC+tQtd9ThI2apB5cVA5ho3D/Fb0Tz4VahI2V10WtYArJe/DvU2mIY8KGNMNGoZhq0+/sGkf7sg5BP+sY5xN6I8qwsQpho4Hsi7Fqymt6BTH6GGXYsOeNTTNsODLJBoQN0TolGTY698+ydYEzbNj2q+gRRJm6SMJGdgAghDPTEKe4IWFjwraT867sfql0vuEybADkyRx8wQBL2OjqBY5zzcefU5vf0L7iDBs2SN4A0H0G23kwASGDsFFl36y0N5XsfcHWDD6oTE9l/Ki5nyKd3tmAnI0MgNppfZvAttOpMvhSo6kMG9lyJ8wLrQHOulGGDQXpdbd2ho0SwkYHRbcw5tmXoKpswsBZBrQfn3MjwkbmOmLs1LXOJAC8Hht/jj9bDKb9tD2ufJltfo3zbDLDBrlgqqIdxj+vvD4pzrCR2X6cXYb+YR/BxTkZNi6ZsBHbsw/CxhhS++rw4bp1K8HaduoDbYHlkbPsG+BjOvYBbMOpn2FDet7ew1rYQx1qQnTZEd5/7FApk39b/V76rk3MRP1yW2F3fmwuw0YDEhuJMdkBYWOJDzEXuXZdjBsn42AfZ4BV/UMCbBUnIrXf705mHThww5BN2Hj44Yfh8z//80eff+7nfi489NBDVSp14MBFwmfYQLcxTBEWUrciSAkb3G2DOjh1mxA2cKCEGoKq7R8ihVJCWMmtwpiwMa7fyoQN5iDjb/RX9QkbU0HXUqNSSvlfRNhIkQKmDjhobtYiELU5NIZ3hbnG98vqhA3RmOfNi5wDwfDg2Bmrllrao/ULAPbC2wLCBgo8TGa80aXktrQzVg63GHZA2FCdvRFv3EcsKgc0dbCcsOFv62I+3zO2OojjdyzKNNWSsLFyJgH87viGiPhzTNgAADBXjQgbwluEc7D6XIsJGwBwEDYKCRsr3gJ1EDYC2sgjZo37W8ZRho21CBuMbrluho36si/GdoQN+5nNsNHbP5383FzZMZCKqnIkxJ4PNGtZDX6dYjuEladSfVVQsJnNsFEhwrIAzfdvQnK3n3VlJBXi8JlIqc4jsu0kLinJqcfahA233jtrNzt1QV/sJwI5xy8N/xwRNtzxteJZkms+vjWbtrMSYcP2iTYQzoMkw4YGwDc+MmdvfI5pTthYEITO28jm348vByJPsDde1qnz8DWk09t5RwgbeoKw4ezFE5caFSlsqO+0Buj1sNYU9FmvCe+zbXG3LNqPOxj0hlODdSdCQR95/YKYTtucyUh/tOojdx5SJ9BeLPSNtumFwfuRnbolYQPA2k9sv+D9Zg3Cxkk5P1g9u3MptNE++LYH1w/YZ1PTDhPG3J35WxE2OP8T539cG3crYcPfRFuoC90kcD7tar7YjbCXIN8DdZDKsEF06z3KJl8nBQdhY/s61EQuYcP7Uytl2Nii75rETDQotxV2F/xMzjEIDWQibutB2Eg/g3G3yLi1cRA26DsBDsLGgQNbIpuw8YVf+IXw+te/fvT561//enj6059epVIHDlwivBON3MYQO/5nCBsunTKbEi8KbFaJgC5OsfPXm2U3LXwJBUookmEDETZUuG0vVuR9+5eky8KK/CjrAd8vWQSEbCDHMYHyH88SNjLThY+fTzmvZ9ri/oyniL/9TthfxqTLnjjg1FMoU06UigqiSc01vl/82or+zbW5OL2nEYy55BnyuKTc8E8iXUozbPh5FJyLhDhgTNpJLbkZDWKS2Xg+xlfqim4e9GUvCCrE9a6YwpiWYV8/Oe9Sch1Esil7PHCpaK75oA+lfIDO3P7A7Y9FBISNsPggXqFdqf4ST0McuVUUCT38aLdX5NUjJ8MGAFDCRuZePtnXqWCPQhkhqYNoHxAXaL+HCRsVST20KDtOKkqry8wvvsqV1uMMYWNWRTPjtblEhyxBLUOqS288lfIYt8FnsEnpovYzKWGjmphq0e/JNa795wYQYQN08/EmdYp1+tT6Km6/Kyrq0wayb1y0nUdrGOTJJHRyV4ExBtwlrLsibOwkw8b4qIsJBe5ShEKnFRobM8qtYYtzj+IMGxvolZK9uYzQh86MxivmZW0WnUOmvh8RNmAZYSP7sojUxiE932AbnOtG+w+sO561fH2lCAhOF/WztmJQNLdvchk2TDAglZXrA/4VdNYeMLQd2RSTF4Xwtoq6TsSCcz9+C6uLozXItM1A0A9oho1wJzD9Qp06DwUFwobPsIHPQ5IMG6AAuItWCuwK1J4BcO5pho3sqenWp29f5/97hWxVzWw4HCrIJsD75hISveicmLBzVdazQoaNUwiVV32bbTpbL00RpUy1MwlAmrChEcH6pE5+7yk/NyA5gtpPl6y1m0gvU8rdlxfAGEMybBhMABwemPgyGnOJfwXZ3SV7YrZdCEEl/uXKnit3Dbh5oeLqoW5h7TYXhNjnemTYGOMm2ewx1rxA5UB7EFul/wzpq7uUTejMUDOIOvKJDK8ts523xh7qUBMpG/xof0Q6FLY3ZNtpV9DFmtSjUr1LdLGaGO2Jm09fRpHzemdFPQcfGROEjZZ9kfJTaeT7aDUvZDE/4J/BKIvr2wdSZ4DNCRLOz+h8kRt3sEg2cf60ooLDPyflUaQrXPKee+DAHnE1/wjFd3/3d8MP/MAPwPX1Nfy1v/bXAADgla98JbzoRS+CH/qhH6pewQMHLgZuY8S3h01l2MB/i1Kqs2xFp8TY57vEbYNNmLjYaI0IG+HvigbhSjKMZFcBOQJPUYB41C+rZ9iIuG/h9s90gHjVmwOYAKvpao/nyFR9fH+dov5KOjNWIGxUuuWQfX3fBxfIKcypcTX4fnR/b3NbhGTMU0ENZTed0faO5Vd5ho0TGKNsZpro5tzca+lSwV3ReizKRsRklxHB8LK/FrJkB5brat0MGw4lGTYmnT/a+BvP9oitbk7A7xj1Vyfor5YZNlYmbEzdxjtH2NCnk7+9sWqGjQX7+hxWn2upDBsV5wgpascZNszpBBARNub6lFuba66LI8NGQJN+Z9e4/dx0YHQIVF3HiZbQa2DlDBsNZF+MzTNswDB3z/ZYe2XP05sRNrAzbieEjVFXYBI2kzWvpGCfZS46x7jf75oMG9Ahmwo00e8yXmDr4TJsAHRIn5e+K7setTII2nWtTCFhA9V1lGEj/MFVXvxeDlzzOcKGcxzrwr3J2D7RAGGfAU3tPIzdib6H1+kLKzj8XHLuJ6+Z2fumyBUumzMmbPg6DX+JvlClzrhsnGEDMjNsmNYZNmDIsHHW1k5uCRv5GTbs+rRkA+0DOgCuMMGxkQ2HRUmGDZvSq0VwE29fgmZ95PZmpTrQoADAgFLnNtt0rl4qyEjRmrDh9PXe9Ktk2Og6besg66M1zrPa6EDYsL8HWQkwyMdT4puQLe8Ver55hg0i13El6vtEluBuy7Dh9sODsDFGrs3+UrCmPe5Ae1x0ho3K/vDctbmHtbCHOtTE4gwbcGTYaF1uKyTXnTHkMtCVK2T/weiZR4aNIuTH3gTcLTJubew6wwZzoWyLeSq1o3L6/YEDB+ogm7Dxohe9CD72sY/B937v98KdO3cAAOBJT3oS/MiP/Aj86I/+aPUKHjhwMUBONE6RTTvmAMLNaDr8HUKAvN/8UGCzQzcRIM6WnQtshMaBvSo44Ei5kvbnVgHd3Na5rAeQ7helzLjvSHPGfVTaL+Rjf6O/IcoVNuxmHUSVMOha6IxNtV9C2BjGFgBMNIdVB4BuQOTaKVE6RfDtQ+SgqofGxFxT4/dP9aP7+2ZjThz/Kv0M0xbRoRG9S3V8FhIZsHwZqhuvHRJYJvJyhucDgSp6pxuaRbISG0nn+zf5XQAItzPWPRBmOdRHmZMyAprE45GumwE0333Qj0x+sc6fmFjG+GL3AIl8EMmEgrJH/SUB9sa6+V8Q0Ndsr8ipA8zPKWUUnLowoTQmAwkIG9J9IMgDpE8VyoisuVaTsHE6jT/LgGT+S4ytQUURGv/nDGNT6xG3E82XKb00VUa8Ntd0Krg+xbd17YWwcbJzKoewUSCmGslgtIfiM5Mj7uPQ8bUIGyYhdxIBYAANCRupfqmsH/kbiO3aXI2wgW7E0lpDHwU17SLDhpPXPR9o1qoak+qkCQ/5M3ZnRHJdUrBRzrZBHyE3w++FsCFw2mT3S+o8r6AaYWPZOCVsXoWEDVE9ahA2VCirs/P1hNrRa/n6IjpqpIv6leveXUGWcftmkrChFLjMQaYvdBDa4FZjMGHDALFzCAKnU/1VZ99MnPsX7E2sLp5agzEZxfURAChLNtdTe6VJ1LmUsHE6eXtPh/YONsOGUuH2faOAa1uJXQG3U2uAXjt7cJ/1mvA+2xa7rrQjXQPAPSTDBrXfN0cF2URNpwvs8aLzOe/jqAVlhv1fqVPIXIEybNTdpjPP5IydutaZBGCsx7rPmhA2IC2byJK1dvJBP5uXj+X6gaDWRvsMdr1JEDYm+yXXDhOeDxk2BO1fcK4M2WXaB9Itwd1G2HDj5/QNR447MLZnzdrsLwRr2qkPtAeRR/YzM3EJ5y5A/MGF+j15bd7a3MNa2EMdakJigyf+VHeRqoYiwkYrXaxFPWqNeSs/69J6xOtus4sHmTinm0zYcFkJVyVsTMy7VKwR/v0myLhOdSEGZOuzy14JG8I5shlho6qt9cCBAw5ZhI2+7+F1r3sd/MiP/Aj803/6T+Htb387PPnJT4Yv+7Ivgyc+8Ymt6njgwEXA36KDnVG5hA1j0685O+wp3nTHzmt1ChujMTRAnC07G2MjtFIGABE2aFrGBoQNkmEjEDPsX20B9vPOJPoOvys6EJryfiHvTwQ/gwGahaTWQRQFsUidsSnlX0rYUEqheZYOOEsduHEfFx+IazqgU6/vx3MNlmTYMGa7MTeJsZE4zpQwGAiVZ5QjKC0cA+zYNMOC7OJAhlwvJzJiYpnFrkcE0dxMOWOlxlxG9tcE2QfYeYfkuiO1KJAZvQq8zniuecIGqPwMGyNCo23NgoCurSAxTrYyQvv3LumvksCaVB2i9vu1uYLxdCq4y9fD9lFnOhJ0p7E3WphhQ2QMZ8iQJciaaxP7gBi1CRsT8x87NlLG1pqESdF61OP9ESCl08/UAxvpYx2qsUOKM2AvfU88NqlnAKaD6GPCBgBM3j5VSUy1kcEpRyugs6FR4DNsgF7HAcno1n4MMbGykjwa6SiNHNC+XJRRycnyVQgbSgVV0cC+MmzgfWzjDBu8Ool0ejd1pBnhBAX7cwKXYQPUVOWaI2dvkhNDMdA8NWCPNmVtLqsPIHnE2LyE78quB16zS883HT3fANDA2qUZNpxOoIyCkzqBP742IGzgfdMY+jm1f9g9oZSwoREZwe8zBtmXkN2JbhzRe8b9VWXfrHRZCK+LJwKER21zpJYowwbWIebqvDTwDBM2XHAQWpuTGTZ8RmS+bWXR7KGdWgOc+2EfO0GdDBuuVxUAnPB+2ciGw6KCbAKpnWfmPbKLZaBZH4WgdRVmtOrbbNO5Z3JOl650JgFAhA28BsE00deJHJnNsDGxxskrC/UDAbTR3tntM2xgn410DEVj7h1hngAszrCRuR6DntqN/jJbzxWQQ9iYsg3sHbEf6MiwMUZsz/Jn8Au02WPsJcj3QB1geeSmpPaHYdhcpqaR9sOXYmSfM9Nzew9rYQ91qAmJDT4V89OZfJv9GrpYi3rUGvNWftbF9Yj3xK0uHpwjbFQksRG7DfbpSHymheDIUbJYiuWQzLs2cX37AD6r7oW0veqFXgLk+O5rztOp2Ihk/WraWg8cOOARW3kmcTqd4NnPfjZ84hOfgM/6rM+Cv/yX/zL8+T//5w+yxoEDAN46aSZSQeNgYeJUw84M9LFnNHrjltuQr9Az4Xmj22fYAEJGcEGNXaRQoKiURB2W6PfYEahso5XSoU8AfL8oZUI6wURzcaA2HZPsSrkKRe9Xvh7sreGioHAQPI/rIAjMR/0lZrBz9cCBVWjMU/3LtX9RvxNHRYNDIyJsqDibS6IaLGGj9ZhPtj8xLyQ3fU2UyxE2lBdCC5V0tI7CzbnRnPTX5wlvFcSOM8F6xPDPmKlxws5YHEwiwIqEjcl5hPsdsFyXzNPM8WDq5rCEsBEfDt3PS0qvLtqLRDJhedmL+it1y6d0/uM6MPM0+fmC9+fUAUA2pwhhA92CM0nYYPbEiVrZCvH6ZC4kdcjer6bg+uMKK6lL9E+YrVNOOuOpbUr0vGQ9onaaK6yvy24g8fNuwwwbXj6gPl2yBnMzbEwF0bu94Qr16VSdKompBetX9FawL43WuD1LIiIlmMLA9CV1QuyCdTNs1Jd9GKlsLmap7ioqEAeh2s+MGggbLv7Vz82V9RWsxzlsQNgQqZNIp4dURrglfZcibMROMf+PChGWBcg9o2X3Cz7PkyN2HULuMvk1bfOSLtvsfim4xR7rB8YGqStPiA/yswZh46q7Qhk2Cs/hCFzzSYYNfOFBpb3JgAv4xRk2NA0OSJ69ecLGyI5aVMFE2Uv6e86mNtU2GwCsjQJSA38u4c/52baKUb3t966uPAFDdZiQHZftilaoaN5GXGJXwO3UGuCsh/XQqYWEDbc+/S2L9lcAOJFgkitafmuUZNgga9Z+VhrcJCJs1JNNGIGwcfL7d6d0o206Vy9N26lrnUmG7w1fvEKbYirDhvu8CIxswkv2hDNsCOTjGnYebTRc2eV6Nq5GWMkTjOGCMXdlmEmCh3v9Ev1ovUC6JUgdLfDvNybDRnTx00HYGCO2o16yzR6jnk/zwB5AM2xYeTxBnt4FGD98+Wvz9uY9rIU91KEmnF1yan9MBfMuyYq9ps+tZj2qjXkjP+vSeuxnT8TnGIzCw0uqJGznksYnVUJKF8WXIDebF4J51ySubyfg+n1LxBchbH4mQUtwFd999E6AcWxE6rmpuMsDBw4sRxZhAwDgL/yFvwDvec97WtTlwIGLRrgZTgEXRC1xzCUdje4z9x1knMe+MqPNyHiYLDsXJKDaBUqEwAYDKlIopwkri+pg0wsbDaBOhKUS/t2NCRuTbNBSxYZjnqeCSRYE2+U5xWQOhSUHIrYepP3jOTwKwq0V9CZwapeAkIOu7rH/mO4X/3whYSM30J5t/8J5IT804nUXZ7zJRUK+xDfnZjupOZJZBmFjcm6mAjekc3Ass2o717LnEdNHLEqCBlDdfECTkhE2cAaqOBDnEp0/i4PwahA2SvqrJKAtUYfY2LpqYHpC53JzLNVHVyh4UOMMCMIMGzJCVIl8WV6H5oSNRkGfOYSN0v1X9E6cYQMp6bmEjbHOBVntKUGtYIpcwsZUGuIUYWNqv6gkptrII06Pc/uZwYQNvY5xntEbVyVsNJB9GNK5Vq9ATNgIe5zW2h1r4WT1oF1k2HDZazbKsMGvU8E5oaBgdyPyKMOGyyQKhUKkEM3378R5YDBnbUjYENi8mtSj1vnGXmrSmbC+nBNwKWHD6RAjwkZXL3Ccaz4OwqSBIso+U+ogDHbUzjlLwQC1KXolKHwe7Q+TdtQi1LE9ZdnURm2ztlAIhA09mUm14n6KdXonItDanMyw0QW9hu27IqIUJWz0epg/neoBwBRk2BjeEwgBAPcg0n4rGw6LCrIJOqiTYUNK2KgomzDcXq1U5wk1quvbbNO5dmfm+VpnEoCgt8aEDUmgXzYYvTydYYP6BPhXtrfzYMJG7z8jleC/nDnmKnEJDkgzbGS2X5F9EGMfwcU5GTYumrAR+RFcYNNB2AiI7aju90u02WOsaac+0B5YHp28qWZKt94BGD98+Wsb+K4bYw91qAnJ/pjyp3Ymfz/dS99tNe/21v7d7IlcnFOT2BvUTnwnwkaEjSU+xFzkx94E3C0ybm2kztVbkki2ihOR2lGTMmtj0s2BAzcJ2YSNf/kv/yX88A//MPyP//E/4KGHHoJPfvKT5P8HDty1cArGhDMq6ZiLbl+a3iCd4rxyhg0mUKJDDjjqvK1P2PCOXBO8HEppIAaURIaNKeWiXLFJH2RCH9E2bxa8n3ine+/o34nq5AZWcc836fcWh8Z+TNhIkRGSa03Rv2825gvnhfjQ6N+lQCGi1CIgWWg44kCulzP5Tn49YmQFVGP5LZ2DqZsHKx9QZfOuIACuVkCTcyxDJ8uwgap0E5w/Wx3E8Tv2Rtiou1fI6wAgm1MnlJtYC2/dzm5PiXwpqEPVfj8IG8PfcLBpIWFjzXVxEDYCmvQ7cwZ0+zIhbMDKhI04KGsLwkZF2YexKWHDdakZ5u3ZHjVO9iy9C8KGW1s9H2jWshp8hg3BOaGgYGMHZ0TYsL8bkO31rSDbd2D+Gb4A9+WgZ3dlbS6Wm75OvM2rST0qnW98ULuX40Hm9BOBnNw7AQCc+ukJG+7V+Bb7QmeZKMMG7lMX/N2X7onOzgfhPGgMtWEIbBtSR2N+/ersTfx8RO9nbTuY1GKDQ4eXuQea1HkoKOj0joCh0N4xSdhwxDej+HoUKWxhXmgNcO6RzFA6X3y59WnXFe7Fi82w4dZAZAvLRZZ9CQBaZZINhI0TaJ8hqzFhQ5zZOS2n1iBstAmCScsR0h6bYUNPZJrHWOM8q432FhuXYYPUSELYWDTmtj2NCBuc/6mFT2QJ7lbChtc3SnWhG4TYjnrJNnuMNe1xB9qDZtiwnw2fDL/sUTY1uuCkie+6MfZQh5pYSthQplKGjQ36bqt5t7f272dPnNEzK5LYfDsVeJvSUNRB2HDPYNwtMm5tcOfqrbBVnAixo54yCRsXPCcPHNgbruYfofjmb/5mAAB47nOfSzZTYwwopaBf0cF74MCeQAgFnOPMxcRjxxwx5hvCSpRl2EDrcCII2Ze9xJHrv9MN7QMbKOGvoaaKdohajxScgjq4tNLGKFCd91hTA0oiw4Yrj8irWooN6hfysXMcCTJsTKUOkz3v+h07FKZeGv5JDkQJeT5fD9T+RJaYUf+WBJOQNiSc2hVzsOEU5t3VEwAgTUagc97+U/Hr0be5OL2nZMyXzYupcn29VfT+rnAMTHhXKhALDKSd1FNyBN90xpARfMYXxcjKybmJ2p/tIEPv9TcP1j3cJLPZxGUQuT4mtUwOZ+54kHLB142k8LXvmVwfE/tj6tC499SMSw/iNdqVPGSLx9AFfhQSNpisS6saT8lynJ9TV+joZFxAI75+OFVE5j6QDkqrY3yZlgkwembxXHPvbkDYGO1NiRtFjVmQ1SvR/kXrERM2kKE7zgqUW49WsiCFWoZU19aplMcGNcIZSU2iYe57UsJGJTHVpt+5wFNE/jfaKyPNx3sAds4gnT61vgorklqbYKCJ7CPlJuZaU2M8mYTuMwXGGHCXsO6SsLFxho3RkBOd3tohVKHTCo2NP7dzj2Jy5ha3R2Wc0ZbpTeg87/6poKjNonPI5AvmbV6L6zGpByQ2DmG9k4QNNKuczMnJsEHGGV3uf9VdhTdjJgsY4GeyoDhm3+QIGyE4dXGRw/d179vX+cwGuC1of5yw/0zaUYsqWHLuR6/hdPHU+9m2KRpUhrM+0G9UqfNQECJs4OwGWg0X+PT0vZSw4T6dCCwrsitgewbAWYf1cHU6gzFc/zBw69Ppo7YBHUAgSaG/r7Yn1JBNqlCPlZwT0TwNc7ONfqPUKWTYgL7RNp2pl6ZuvgZT7UwCkEfYKNXX07LPREvW2k2m1jh5ZXs7jwHjM2y4HdcQm++koRNsBYVjHvrIZ9iYeH+2XQhBJf7l6zpT7hpw82JkXvd+QAg3gk/YBvYOjrBxZNhAcDLvBtjsCQT2wgOXA2yrdGc2QobepWxC5/aKZL0WtvPm2EMdKiKpx8W2czROLqOnApWt962hizWpR6UxL9HFamJ3eyK6nJNCRX+vUJShupQvaYXxSPmptNHp+VXTHyHxbzL9UhTXtxM0yQZZCFcnkmFjw0WYvBxnYh+o5SvEMV8uc2Bqrvm1ExM2Mk1uBw4cSCObsPGqV72qRT0OHLh8GGeoVsDdxkAOEzPZCQAmCBv4tsEOBqXNwCRho0qAPAl+BnJjGnXeCtqfXQVHiAlBEwoMLSORYcOVpxJO/mrEgT1k2BAaa/D38RzB/xb3V8ohNUHYaNPv9QxU4fUFGTbs7669m435wnkhDVTFY+AIVIszbEgyPWRfS5d4ZxetxznjwKSRqOBWm1SGjcqObNm8E/Q7h8oZNpQKhI3JANyJ/fESWf5b3ZyA33Fk2MibUzTDBojan9+e+rdmrT7XjgwbAEqBQcHQR4aN9Hvw7yerT9z4DBtcpjhPTg/7MpiVM2xEeuOqGTYayD6MTTNsoBgukmFDuUc3ImzgqKqdEDbGXZHS6Stm2FBBB8YIGTYqRFgWoPn+TTJs2PnQQRP9To55m1eTetQ636AbLx2WEDZIXeMMG+5z1Edg9MgulYPcDBuesFG4Nxlw2SMgnAfBRDYMZt/E75myoxahzt6UtfdJM2x0TH1q3sCLdXpERjJaAXQGJjNsoIzMbNtKFDbUzjjDxtXpDFo/UfYe/z67Pl2GDR/QEV3R08iGw6Kgj7x+QUynS+zxefYliQ1yCVSIpvEZNrqucYYN6TridOlKZxKAPMJGtQwbUfsvIcOG6x2fYQMXIcmwIRxzhbKQGIFvoqz9af9TC5/IEogybHQt5um6wCQ4gIOwESNFnh2SwAV71iXZ7DHWtMcdaA+6b7rPVLne3BKN/OFNfNeNsYc61ERuhg2c0fPIsNG23FbY3Z7IxDm1ONM1iV8T4siwsQ2ODBvzIHOEsbW2mKfSd+5OZh04cMOQTdj4hm/4hhb1OHDg4hHSHgsJC5i1jJ4njsZRCiqnOIeAQdUN2RCc8auNYscF9gYHHD00NiBs2Ow9RitQ9v1DYEUow0AHCoY+cX3ny0NMT2xgrdUvpK7GOY4MBBJ6GBtQsr6QPZ/nUMDfnyJspPprXA9cdggs4/o3ZVgo6/c2hjSDMkWpUyABjZ6bWGuuvblzTTTmEicSOWSr9DNMW7IIG4AJGwvHADs2UXYaMkdwYJnEy4nkq7uNt1PRevRX3dGvZhE2UJ3FhosUYaPyYVB00EreWJxJ2JCOB1M3T9iAcBAtJmzEsn/HkMiH3H0jt+xF/UWCUBX9bEEd4rbV2ysy6gCyOdUhgaHB5BE2pDoHudWmjmE0Z65VJWycTuPPMiCZ/yJjqyCoUDLvROsREzbQzURTaWUl9VjTqeD6VKl850/qPRLCxpzR1u0NJzSnpISNAjHVRgan1ji6QdwYBT5wGlYmbGDdem3CRgPZhyElB9UrkES0Df82w7x1F5J39nyxiwwbbm2tmDFXpE4SnR7ZIUqCxRNyWkXXUvmLKSBf162JnL1Jut9RoDOj+4qCeoSNJePk5RGyedkziumN+F3Z9ahA2AAFScKGkzm9lq8vUldbHWUUnLqTJ3uRDAuF8ozbN1OEjWGO2LNbX+ogHDJsaANhn4kJG4IApWk7alEF3Vsh+9xPXsPo4im7Tdw2Ey6vUdaGoZVC48+c8wvrPBQUdHpn/8Xv5QgboJAcNYqvR4FdAcsvrQF6HdbDqevzxZez6ftML0OdTwBwwgRH1+9rOfRrkMkKbd+i87lgLpfCzX+lTmHLUo0JG2K9NG2nrnUmAQh6q9tT3GdNgmAYOUKXrDu7yMa8WD8QQBvt90gnnUiNJISNCb9e9AX7eNAng28w9frl58qgp7YPpFsCEWFD7S9YKxexH8hddqb7y2pHK6R0seEP476Ln9871rRTH2gPsm/az6wHwP6yxzWd9sOXooXtvDX2UIeakNjgiT8V2RuKCBuNdLEW9ag15ildbAt+1v782Ok4J+KzqIQ28WsyYNnvYxFWJGxMnQG27JfW8P0OKKvV1meXvRI21vLdZ75zfzLrwIGbhWzCBgDAI488Ar/0S78Eb3/720EpBc985jPhBS94ATztaU+rXb8DBy4HzjqJnVGRIssGuyPDNt7kfAoq91nKeQ3GB4gTA5iqqNhho7X9etcZML1zwHXRbfVpRb6oDrZ/DQANECfpucJN/6kMEfHvxQdT4sBBHzvnvEJBVsYEW37Ngyipg9xB4t+b+PfkYQHXgwk4S/avySesTDTC/qONI5Bk2FhI2BgegDZjDpIxz3M0keALQTAQdUa6+b5QQUdBgj4QCyYybEi8nOS2WPvZxHrEyAqoVrL+TX4XAKBr4+wnBzxu3iXkuopILSwKvM4koAkRNrIzbLjDobHyxe1BE7J/b5DsRa2M0P69S/qrKLAmUYe4/X7NtjdKTQZ3uamK+qgziLChQDT/s3UOQsqrs8flzLWpfUCMlMe+cI5wdcKOjZSxtSZJVrQe8c3tKFhzpNPn1CPSoVo7pDgD9tL3xGOTfMb+jytrKWGjUEy1kcHJNR7Ohsags4TRKzkgE+dS0OLxyQGrozSQfRiEsKFWJGwoFXRkM8xbdwnryQa/7oKwsXGGDXY7Tej0cRbLkoLD2YMiZNhQE5Vrj6y9aUlALjkP4H1meZuLA4Q5woYayN7Sd2XXg6zZZecbQkivmWEDEzZwsCYmbBQ60VP7pjH0c6pPJuq5AMaRFSFczEIIGySrLhqbqL2TdtSiChac+8lrBDa1qSwU3dBH1NLq+oKxFxXW2ZcNMBA2vL3HeNlpekmGDZhuG8CyaHbUd6MMG905X3y59emycPm3R6aurQgbBbJpWDrL14XoXJWay5UjoDpvP+qGm7ABAKBvs03n6qUigkNZPT1hA8l+Y0wTfZ2TfekMG3l25/LLs3gkM2wQGSm0Iwt8DYqMefSO5OuXnytxdpn4LwM2DnpKHC3w7zjDxpRtYO+I/UBHhg2KlC4GENns3fw3+7fZY1TzaR7YBbCt0mc9BdPEDlUN3MUvxa/N25v3sBb2UIeakNjgk/5Uk7+frqGLtahHrTFv5WddXI+9+LFTOi1AuS0hWVQYe1LUCgQijhwliqUogGTeNYnr2wlqXQxXE9xFCFshd47UmqfSd+5OZh04cMMQW3lm8cY3vhG+5Eu+BH72Z38WPvaxj8FHPvIR+Nf/+l/Dl3zJl8Af/MEftKjjgQMXAX/rWZT+GoMGC7vNDD0PUYYNlD6W/AOxPlVHA5vngsiLAuRHGTbsn9kMG7SsssNUuFXOW3xHGTYCYQOn5hr5L72dW9Exya+Ue1H0Oe6j9NiIDqJG8DxxImUE5gOdI5OEDa4eybJNun+59i/pd+yoaHGbFLoZqTvdY8tKKKlmfq1tNuYL58VUuWSNo0N8IFAtVdDH8mUQi3iuOdknvVUwzBEvszJl5UhupOpM5Le0/bjebRzZonmXkuudMMNG9nik6+awhLCBD4fY0XNRLH/BXiSSCQVlF2fY6NL7vagKzDxNfS5eXgvrAACj4C4/p5A+0UHntwPdCaMumD1x9guAbhEulRGCOuTuV5OoNUcE8z8rnfFEHSTPy/ZoJB+RkTXO4JJVjwX6RAmc86eD0KdmwSJskWHj6iqcgabGs9IUXLB+M14ar3HXbhMIrBATWFshdS5FAWCrZNhoIfsQcL1d8PSyc4i0wEQQqrGEDRvfevK3j6+sr2A55bABYUOmTiKd3s4L1ZkwRZZ0XWJsRhk2/OsrRFgWIPeMlq03EUKMO4eVtbl8v5qxeQnXS3a/lNxij/SDVIaNIsKGAj8hlVFwhdct6qNlm1wA13wShIn2RKjlyHaEDYMzbGggN9wSu1vatkHsqIjYX46Sc3+AyKbG7H3B1qygc/0OEC5/mMqwUVBnW/jw8+rK23uUUmC0W49xXVE7/R6H2zahN+fKHdR3WgNoRKy/Oi0gbBi7PhUlbHRK+URZw99dv69M2FjUR8MPIgcXVFsm11PrtK5+g4PWXfGd0o226YRuPBnsn7ZTVzuTQDiPrZJhA8s+fEETXrLKye+JNY7rv4KdRxsNV/bVnrBhNICAgJE95g6qA+POzFN29xLbHud/2kmGjdTRAv8+yOgW83RlYD0IDsJGjKRPG9a3Z7VAPZ/mgT0gnWGjLhGiOjg/fPFr8/bmPayFPdShJlzdp/ZH4k/1oTGFGTYa+9xq1qPWmDfzsy6sR7xXbgZ8jsEotSWkimoRvyZEShfFl8K0mheSebdlv7QG1+9bAcsOfBHCpoSNzDlSa16IfA4o5m8y7vLAgQOLkZ1h4wd/8Afhuc99LvziL/6iD5g4n8/w3d/93fADP/AD8JrXvKZ6JQ8cuAjgDBtzhA3OMWfShA3/mf8Ocl5HpICiW+P5xrkaoewRKECbI2xUzLCBCRshQBxIH3vCRgfQSTNsVOoX+v75AHFR8H5m0LXEobCIsMHWI102G2xY60CcSUbIf/0w17QOwSpLMmysOuYSwoZgXmQTNlQFwgYKKHBrp4vlWq6T2oxlVlVZKQgama+bgla3M2Y51Kf6iENJQBOqW1GGDWzQQrfPq5OCS7mta2kQXo12xe/F8moWJUEjE3UAiMZyjcD0RHAXvv0NgM41ZRR0BqBXMGTYELQ/uz0N9rjV51o8R3DEX+V6ZxE2Cvdf0Tvxze3ozvZiwsaKToVawRStCRuSDBuFYqqNPGLX+PBegwkbRjcf7wHpgNGWhI0xObetfp8ibKySYaPrAEX/g9bac8O7PWXYcNlrotvS16oGu04l54SCgp2cHhM27HqscSV2Adrv35iwYT8S6jcldZ55ga3HhM2rRT1qnW/smRhnZXNOwN7I11fqncoouEJOdAMnpGmUzU+u+TgIk/RprRvdXHYpUNB1LvuRiWwYrgx+f2h2fig594vqlyBXMLadUYYNLoCiUp2Hguz3TidwGTMUID1FT4yDZ7nzNvIyhS303fAVBb0+wanr4dT1Cwgbdn36LFzu7UgzMgDdVhk2CmTTSOfKRJadcmouF8LJO6VOoN3+rfo223T2OkrrsbXOJADjc5Mja0gC/bLB6OW0PcMvWsvGfK1gKBd243ZcbbTVc/rpMcwcc59hQ53Az86Jfb6k/Qrvg+QP+yBsiDJs3ADCRuwH8jbEft+257XA2uwT/jHTZ9igd4A17dQH2iNF2CC69S5lU56vV4omvuvG2EMdakLD/P7I2RtqEDa26Lut5t3e2r+fiwexDozQJPZmPqamFVhd1De/0RklN/YG4UbIuJ2dAVL+ofjztUHjK+lnqWfWJGxgc+NuSGYHDtwwZBM23vjGNxKyBsAQOPGiF70Ivvqrv7pq5Q4cuCh4Jxp/aKZOzbTxeyoglRqD3deFt8aXOFQTN7F3nfHBtgYHxir/n5EiX1QHRIghAeKYsGFCv3RXof3NFBvmhiNPSFfAjk29gyhyigkcCuT7eIoo5pmpejAOOTbYsHa/N7qB15ODtAJ14skIvj1RmkKsUK825qP25zmasg6NihI2pkgtIiTkyyjTQ7aXM/FOjrCxJP1mSVBh44DE4XUZDvWpfuewN8LGhTp/2gfhycvGfTiLloSNmntFRh0G/tS4DgARYQMsYQMaEjYY/bAEq8+1xnOEFEUcbTsmbDhn/kyf7mFd7I2wgQlUN4Kwwa1xd5Y04eZqWIuwwQVlNSRssEGrKxI2DAxkqJEuX6VAPAntZ0aB1j24S1hdho1dEDY2yLCRRdhYoq8KCjZhcMgjnrBxoRk2xP2Cz9XuK1sTNrwsQDavCyRs1MqwoToFpgvvxIQNrTofmFoqLyUZNoit0fVpaZAiCm4NGTYMEJui4PzcTE/KvAiDf82MTW2qbb6PYsKGHf3YDlPT3pAiHyLChrOdhaJxO529GMnRuO+KskeEdrqv9OYKTtDDVVeQYaOLMmyAn+5D7pe1g/kqySY/7ypmxoweAvtQ0VqZgtubVXcKhMtWhI1cvZSxU69B2GgSBCMgbJxshg1tZGPe+jzr2pzMsOEIG5NzMld2Oht5NxB8zfTzZe13dYv9D23WWi40Vz3E7dtbsFYusOz0hI0jwwZBjs0+fn7vuPT6H6Cg8mgYz0G33jFhoxExto3vui32UIeaENnFGXvDQdhoW24r+Hrs5eJBP39i23g6zqusKGRTwiVtSNhQ/gLeHRI2amW23RB7OwMchI28d07p9wcOHKiDbv4Ris/+7M+G+++/f/T5Aw88AE996lOrVOrAgUsEzgARAqQjx/+cYw4MsGzFXoP/ozr5QJ4pUkCq7GVpqly5UfCzT3HPZNiICRsldTCuLBwgrkkZBlYmbKB+oZ+GAPbZYLsJZ5no+WTa9Yl3JgzM8b/HF/Rx9cDt34CwIWxz/vvDvJ7KHiE5XKbaXJzeUzLm/vdIvnDlpm7uHr0Tty+83/XRKFBADEa+4HqkvJxTY06Cuzr3zyxZOT03U/0rPdAlxq92/kA0Vvy8Q/2uncwCfvwxcscDl4rmmjt8dtB5wsZkudz+uEC+7gGLg/A2SHlNv2wfLI6EhlEdVidsMFkLWMKGzbABAPTW7cy9fLKvOf2wAJI6iPYBcYF15ohk/qduFDVInxYb/5emno37CAcC2/oo0OJ1Njcn15BxtQypjpQ3lfI4OX7MGAMAnE4oVfEUUaqWmGrR71xAmyNsaHRzNZo7Tfc0joQtGJ/8soYfoz5tIPtIsXgedWEeNUvDjSehG04z1ONs41t9oNtWhA0cVbUTwsZ4eo0JGxDZP7KBxsbYPmAzbIBsr2+F3DNafr+gcwk63hS1WXQOmfo+DsJ2jtMFY57bL6mNQ3q+IUSG8d8XETbQ2JMMG1h+IVJLqROd2zdZwoaqszcFOyr4DBtmKMQ9AMnLKEaKrHuk9vkhZXupo9MOr07Y1MZKuv1UmGGjyFYRAU0AZxNTSB5PEjZ8M7GNXEDYEM8pbEeyrzPDWrs6nfPFl1ufypE6bdXQsp7u90aoJJtK7PGyc2KdtTIFp7UodfIZUDBho+o2nauXMnbqWmcSAP6Mlvq8/NyQtlsSDpcjHhvqE5h/ZaNgKFuAC7txO+7QF3l2ZMmYK6yjcvKbvH75egwae6xkbKejYsxl2DBGZhvYM8hcdbbsg7BBgbroJtjsMdbMeHugPbA88pY3A+vreFlInBlq6FkNbOetsYc61ERSj5s463rbAKh8va+xLibGRvNuL3vRXuqBKgS2QvTzFsRgNPa0qJL4NWnRY11UG11uw5wrVxTzE+qAsUa/tEaTbJAl9UGdiQkbW65B0TmxxTwVvBP3y0HYOHCgDbIJG3/n7/wdeOELXwi/9mu/Bg888AA8+OCD8NKXvhS++7u/G573vOe1qOOBAxcCtznNExYIYSNyXuFNDitnhlj0QyCP6gxgxmUThnLiZktQOhA2NEPYiDOMFB2mECHGef6UIWUYJNKwkZhlhBYHe6QPMp5Mw42Nyrw5YPL5vFvMuPlF51q6v0b1IM6MEFjG9S913pYYBNDaaXBoNP14rrnbAf0zg7fB/m2esCGda/XGHM9NPwnnyxUGquKxnyK1iEBudkWEDTxHcGCZxMuJ5CsmgVSTlSavf9N1q2xgJUUIjFipG4ult9fmjgdTN3cwVyrIhOIMG0L5ugdI5EOrdhXtg9RLTz9bUIe4bfX2iow6REYJfFswTk+sjPLcNA1GNP+z+5rRD0uQNddqGO0bzxFSFJM6nOqlkPxusqyJeSdaj0g+4gwbRM+SEnwUsy4ayzgsm/eQYQPvC1LCRqUp2EYGs2vcEjaMCjE3q2fYoLr1qhk2Gsg+DD+vkVMTf14dqVvJzTBvHWGjs+eLuz3DxqQ6yej0VTJ3Ijmtokd2mWFjbm8S7nfRl8F+mZizapEt8+uDn0PZhiBfFmbXo8Yt9qpBho3onSdEtNJk5pbNT27fTBI2qp5L7N4HgbChwVCbamaGjex5NwVyds889yfqN9LFCWEy/X6D5GBYEQDgyTv8Ob+kzkNBQV4qFBw0+rsvGs0RZC/m2lZiV8DtxBk2AKAsw4YlbLghG1Np2thwWFSQTQBltm/R+bzSWpmCz7ChVsiwka2Xpu3Utc4kAGldtnmGjWg86ZLVtixeftFXNpLTFrMZNobf+BdkjrnyOosC1yAjaP8yX9SKgXQLMEfYuBEZNhLy9CBsUBCbPbKjXqrNHmNNO/WB9qCZmu1nwyfDL3uUTYwfvvy19W3nrbGHOtQEp99h4DY72wAYQBkq8/2yLXQxKbaad3vYi0hcyW72RKz3Y9SXiU3i14TAst/ZNGIfYhNSuWDebdkvrUH6XSny2Zb1Adhfho3VfPcZ75zS7w8cOFAHV/OPUPyrf/WvQCkFz3/+8+Fsnbn33HMPfM/3fA/81E/9VPUKHjhwMdDIsCsiLKSdjsngQQAfRO6+wwXYNlHskKE+ZPYwACjFPS1XQFjJrkIIoicB4jiIQ4c2d+SywUaKjUkfZCRjkxW8Lwy6lhygiIEZOftFhA02sIqWzT1fvd9b3dymQ8Ccm2tdF/d7+KeEsLH6mGf2UY5iPvw9vL+YsJG4OVd1EXEg10mNyQg6vR4lhBtJnfPnYOK7w5XLyOBahqx5BAWEjZKApk752wwUKJ9hYylhYzc3xGQgd921IGwsem/B+EvqsGZgOqdz6T60R53QXokybGhhQGN2exrscavPtcZzhBTFOP5b7L+id+IMGz4Q2JD5ZbQh80pSxprrolYwRQvCRtcNGZm01mLCRvUMG6X9zq1x44KeUIaNtQgbxDkT6rQWYQM0NNfvU23Bn1cHmYT2MzPMZ7fFdFZ52QVhw5Gh+n78/ArVmCVsLCEYCwrGchpjl4SNFvs3Ps+TOMW2e/d8fWD6bNiiHrXONwnChsvq02v5+uLeSQkbHf6C+N0pcM2fzbBR6iA01s6HA1QG+oarGZ2njK21nZ5UZ2+atamRDBuxbQf1EX5CMYSNSnUmBCqUYQOU8llMpzNsBHsxN25FChuaF+4r2gx9cur6BYQN2xbliEPu7QBeXTHQzIbDopJs8vaXVvpwSo+rHETeIcJGiGloRNjIXUeMnbbWmQSAPzc1JWxE7SftcZnijGzMW59nXZudZOzx5yJZmCs73SQ8+cyaXo6kni5ovwoGz+gP+wguvlsJG86mg+2HdzOmbPZr2rNa4NLrf4CCJWzsRKYmwfjhy1/bwHfdGHuoQ03Q+SgnbCiTf8nSXvpuq3m3i/ZHcSW7mMPkHIPQQCY2iV8TopYPMRf5sTcBu5gfhdjbGQCXjTOw74GwsXacSE65ADRO4pLn5IEDe0M2YeMJT3gC/J//5/8JL37xi+Hd7343GGPgS7/0S+EpT3lKi/odOHA5sJu5mbhNyitbBpDzi96K4Dc5FSlnhmjy6FcUyGPojf6pspdtok5hV/7FqjPe+m2MAhL87BX5KPChRmCFAaAB4sFoTbroFH6JbzLGKRTxjafZMLhf8PvHwSSDL29c7nTQJvjn528xC07zqQPUnOKfLoOpB24/GnOuf33ZiEm+LGUbdlTMtzn77c7pbBQAYQxrUNbbgOcUe4hi+mKVMSfPZBA2FF8umTuYKGWrUJ5hA92cC0Dlhetv8bV0Qb66r06uRwTR3EzdvCadzOS7uGwT/b4cZB9g5x1av6iPZPM0dzzGdVMqEDaGV+URNojM6unnl3K7jmgvksiEheXGZWcTNvBNqAtShtKgr/CZr58SrscCpGQfAJ1TAABaaejMcPsKIWwI5n/2PoDkV5gYhQHSgjpI9gExKs0RyfzHN1HhW1pydQ7R86I9OshH9xcFQbb675wgCa4eVcdnBjhVsbtxaJSOXQAyNujmouQzio4feQatL6WUJ2xMZSqpNQXp+cZ+VNzvqTWO9GpM2IDCTALiKiHdWoWyJeOTXRSay7RP68s+jFTmGIDxObFegYlzoh7ms7uE9eQvP1hZX8F6nMMGGTZk6iSaF15fpfaPbBDChn0nQ9iwBXKVa47UnsA6T5DeJO6XlD1DqN/M1XnZDdLU5uVtT+iMIj9yZfYLXrO57Ud7hSek18qwgfYfBfgcDqDxuBXKEW7fJKKM6EG0nsvh5KAChQkbxKY4tkfGtg3OjmpM2EeXVa/g3E/eY98y0iEFdhtnazaK1oBkHmbqrErqjL6DCBvKGEQsnbAd+j0OIASW8Xpz/roL8yIQNmyGjdOCDBtufdr16nsRHdWdZosqEf3eAAWyycs8YjotOLeLMgGjtVJZv3E9rVQHvQnzv8k2jX02Ir00oUubOCNF9Oqs6iDbWXRGa6GvRyxO/xleso6wMciD+cYV6SuSGts2uwwbhLAh8R1kjnnI+CIkTxbY9ljCRqNsNrlIHS3w75iwMWUb2DWIijrU35ESzLmurLtUcAFdgI76l2Szx6jn0zywB9CMBsNngxyrb4eqhpQfvsIkzN2b97AW9lCHmiA2eEaPI3ZUC2Xy99PWupgUm827HexFsV92H3sio2dWlDW+JCZ+jfjNSm04DFLZbEYxddXsXAiCedcmrm8f4Pp96/oAwDoXekmQO0cqzVPJO0cxOdY2vOUYHjhw0xBbeVg8//nPh0cffdT//s53vhO+4iu+Ar7qq77qIGscOADgb4abcrRR5Sp9+1KK0QgAfIaNbrsMG94Bp6MMG6IMI7lVcBk2wrVUJMMGukkfgBqJ2zFR8c0W+P24j9JjU+/mgMQNUMIbrTBIoKq4v1D7Udnc89X6vfHNbalsLvYD9EykpCKsOubsLYyCZzLLTRI2VAfqVJhhg9yc6/5ZMcNGi2xEJbdAJ+dvxvdFRQjmUSrDhvT22q0zbESBODj9/G5uJhEgd91Va1fkaMx+792QYQPNKeiA3l5kq3Jk2OAKQ985MmwMzycybOTWY811cQkZNuLPR2XXEVONZDCzxl1Apg5nCVg7w0Z8K/BKGTaMNk1kH8aeMmyc7bHe30y8hwwbGxA29pVhI7Jb3C0ZNvB5nsRmtt27J76MfpnIlNiiHg0zbJQSNgw6Z+PEn5p4c8vmZ3aGjUp7k/EX3yACPyZscBk2Jm4dJef70q2z0t5UsveFLCTxLcBMhg3mpv9s4Pnfdd7+qwC8PBZl2NC8jbhMYQvzogphw9j1qShhY2RRa2TDYVExw8bwYX4Vcu1LLey0AGFvVurk5Z9SjTJs5K59xk5d7UyCLzs5Mmwk4Qkb9vceBzG2yLCBCO+mefvT/qcWZ6YluFszbDjCBrEf3sXAfXRk2DiwZ1xkho2UH75CPdv4rttiD3WoCcn+iNusrf51ZNjIr/ce2h/rE7uYw8R+gFFfJs7FZOBnauPIsLEN9nYGiAkbe6jTVnEiOeXWLvvAgQMBYsLGr/zKr8BnPvMZ//vXf/3XwwMPPNCkUgcOXCSsdXJIDS8gLDDGb87RSB1hvPN67tb40gD5ECgBoNxtShARNhhFvuwwhYLofYA4LiPUbSjLwOwt0sVBiemDjCRAvNpBFDvFBAcoTvHHn4n7i3EE889D+vNcZLY5//XjuQYAhDSVMtTHv68y5qyBLs+Il39oDGNPM94sQIJ0NQrKyfZyJmRWTXJbCWlob4SNJQFwtQkbJo+wEe+POP38JR0atz6IL35vQ8IGySSwwlhK5pRRJgTf6RUIG7mBAgKsOtei4K67mrDhs0aVEzaq6VACbE3YMGDILS03jrDBrvEQ2Bhurl6JsMEFZa1J2Ggg+zA2JWy45W+Geeu2mM7uLbsgbLgzT9+Pn1+hGvw6TZwTpARjQcFYTmPcNYQNvPbdVzrYjrCBz1NTZP4W9WhI2DjZwPreyNdX6sw0vBftjwaqyUuu+fjWbNKntW6CdIQNA9BZu4JWJrk/Tp29eTtqnfotOvfP1I+1C3OXcYCilmY3UCM7TJ06jwgbbm6jzKjxGqFzxMpRo/h5WqKwob4LhI1hDp1Uv4CwYdenXa9u6nTg+Ul0zeE6tERlwkaz4KbGxFsAAJcXS3Un0H7/bkTYyA7eT9upa51JpgJL3B6xGWFD17M7l8C12V3srzFhQ3CRUe4cxgQi5ICaeP3y9vMZNgpkfEXctYQNm5Ud2w/vZuA+6lDG+ku12WPsIcj3QD1cJGGjFiF79NoGvuvG2EMdaiKXsEEuFTsIG4vKHUImDsKGBznHIDSQiXMxGfiZ2jgIG9sg2e8bnl0OwsaycmuXfeDAgQAxYSNObXOkujlwIAJyorGKLCYQMLdPsY5GHCyOHGTSW+OLUmRxgb3oxjRfLk7TPtX+XDhCDISsB0P547r5+rVWbDjmORNYkBzbSV9BfaeY//6Yr8GOT5ZzeeKAU0+hbOwI9OQrmmEDk6ZIveOlppa3udqYL5wXIsU8Ikr59dgt1QsSa7iUsCEggbBrQSSnEvJbPAdTsh9/Xo7ceZR9e+3GGTZGwfVHho1F5S5+712WYQMTNsDAehk2xve5Lsaqc+0gbAw/4wwbaK9ZUo8118XWhA0AIMGpN46wwa1x+7k2KBASViZsRHrNJhk2Kso+jF0QNrQZMmzYP532RNi46zNsxOVaO8fdSNgQ6jcldZ6tD0zbvJrUY8cZNtwtmgAACrXBSjX3BfG7U9g6wwaAgs4FyoMBEvwqCFBi7ajFe2c6CDsXIpsa937/TETYUCdIQnTBhwAcYUMpgJwMG0YB27bahA0oyLDh1meXkWFjjUCDkj7yXRTsLUuqLJOnbQIJMdzKVgoTNnTbDBvSjCESgkMjwkabQPj0CiDqbefOLrIxb32eLc6wkTnmCtuym7cfK2m4EvsILnbzQsXVQ9y+G0nYODJsEGA/y02w2WOsaY870B5JwoYB2AsJLolGxNgmvuvG2EMdauIgbKxP2NjD/N26HgSGUeSCMbtiUcimhEuqasNJ4xIJG0UxdTvB3s4AB2FjWbm1yz5w4ECAmLBx4MCBaThHoyGGXbphzTvmaIYMqqRGGTZwpgsmoCtZ9iKylftOFNiLHHC03LRxo6QO3pGLguiVivrRBJEW9wt5VzXFJvQLrev82Ej6Iul0Hj3ujKH8vEs/PmZscHXi65EqW0bYCL6MBf2evIWw4gHK3/LYKMPGKmO+fF5w5dLsPeH9fj0uHQMT1lGQL5rWI+XlnJIj2NG2VFZOBlSj/s11Rqe+iz+vgNQ+Mp53qN89UQYm5h1C7ngkilWd8gYHTNiYXB/M/sg5fyqKhSZYehAvbRd7yBaPoX2uNBg/NU9XDkxPyj6IHK4KqDHcfmeIS5if/7n7QNoJ08D4Er9TsA/ICkNfapSFhRY3fEAyNDD69LRch9nnRetRQNiY7FemHi1kAYdahlRubMgziRth4+fwv6WEjUpiqk2/s45Wq38yGTba7mmJcymkb+w1hRVhdZQGso+Uy8y1ZgZ5PAnd+jdDW8/oWH/qNiRsYMG0E8LGWF0NOn04Jwj1dQ5obLCcxvD3T2DCxhaX1mSe0ZYHAHbBdIMJG4vsNpl6D/kyWgumbMzz9YDExiGsdwvCBh57gzIoEHXCALHDlIDbNznChr+konhZBIHoMmyYoRD7qSZygLNt8HbU0oNTwq5Si7BhDJA1yO19iEBGRttfLpJ+fpGtAiMmbLjCVWczS8MkYQOWZtgQTypsz7CvM4GwkT03jV2f6oq+XUFk4W5jw+HrVUc2+Xm3RI+TnBNNYi4Pik9+eQwIYcPt36pvs00zPhseaTt1rTNJLmGjVF9Pyz4TZdgwtg4y+Vimr0iqPLzryk4UR9gwYIR28bwxJxk2FFL22dcvP1eyGTYa+ESWYC7DhjEy28CeQeyo6iBspED9RuHnpdrsCQT2wgOXAyyPPLEMoIkdqh4S+3KFIOoWtvPm2EMdKiKpxzEXKMf2htz9tLUuJkXJvCuJK1nTtzJXh63rQYGJ2ggNiMGxrhCKQr836ouULqqNLrNhSsrN8G+ysSq73JdkaJINsqQ+2M9Y8/xcAInvvsU8Ze2o+L3on1vvHQcO3FRczT8ScO+998LDDz8MAMNi/eM//mN47LHHyDNf9VVfVa92Bw5cEgQZNuhGlng+DnZHQRQ0WBwCKaAz7I3+fNkL2xbdbBkccLFjTtL+TPisBx0o+36lNOl3nGEDjCb9QpvjjOptMmxQUst4bHBQtOTmgMnnU7fRCm90ijEXoDiqByk7BJZx/Zt08Jf0+xBNEn1WDud0Nkb5uQYQr0F6sMZItlk416qNOTM2c+VKA1XJ3LdprlUHYLQGFXtoZoFvJcPyBZWLA8tEXs7wPM0KhMZm7hA8OTexM1bRz2aRcuTmfH8eooD3ZIYN4U3e2eORrpsfAwgyQZxhA+2PcXD9pRwaJfIhd9/IKXeubBbkWkVFP1tSj6htVJ8Y17kmkgYzgFGGDQdlFLpbxojmf77OgdZXrSC8jLlWbHiJM2w0mCOkOMntOAKdQzLvROsRyUdC2EDWrSX1WJPI5PpUQf5tXan3LMmwoY2GE9ibtqMMG5L9opKYaiKDk2dAdIO40QogQdhouqcx59hVM2w0kH0YuC1Bkjd0EqQybJhh3vaoyKvThoQNrLM7kvoGhI1JdRLd9IYz8dXI3BnLaQz3uzH5um5N5OxNi/Sm1hk2ss/8SP8yyOYFhRk2JPWokGEDk3zxlDrZwPolGTbIOwF8hg1tYJyJogDcvpkibFTdE/3FNyjjIhggdg7BjbKsHbXWnr3o3J+oX6yLE5ti+v34ciBlz89DUJmV2ypuY5064/lvjPG1U4Cmt06PAyiIMmww9SiwK+C+8xk2zNAnV92CDBuesOEyvQzAVFYDw1xFWkRmIQtQSTb5s26BPjy9z6TmMgBgOVUIHCDv+QSIsFF3m077bFgwdupaZxKsryqlZgkb1TJsRLKJLFmb/UlrXn5hVPMJcDV2GTZcP1sdQpxhI3vMnT4q802U+aLS/qcWgXRLMEfYuKkZNtTJzrGDsAEA0V4B4MXCpdrsMda0Ux9oD5phA+vW9e1Q1ZDp65W/tr7tvDX2UIea8DZ4xdvgiT8VZ4HP3E9b62JSlMy7knpXiwsqAClvL3siE+fUhLAxE7+Gn6kN4hdQ4ZzQ2ucmsaM1ievbCVL+mL1k2Cj1fdbCqr77mXcOf4Dk/rr13nHgwE1FFmHjG7/xGwmr6m/8jb8BAIMAMWYIhOz7nvv6gQM3G4IgctYxhxRfboPEN5cNGS2scVBR53UbxQ47wkK5nrChowwbDQgbOIieBIgbe2cSCjp2ZbdXbNIHGRIgzhEWMoL3pUHXEqMSNz/wZ/L+ks/hqsGGjVLAejhPA8rmMhRRKcNGizHnCBsL5kUWYQM60keLbqBJEgeioJxcJ3XyNt5oPZYQNjKJUsnvxoSNRoYPvj1IrjMyi0WFoAHVKdC2DjjDhpSw4X4abS42vXruumtC2Fjy3oLxT9Wj2V6xsA4A1KGoQYfbizT4DBsaII+wIW1P6hbhZgHSBfXkEBM2GswRUpyEsFFp/xW9k8uwsYCwsdW6qBVMUUrY8P+OCBuS/aKSmGrT75yO5gIyDSAS+sqEjUi3XJWw0UD2YUjmWlWQSWg/M8O8xTErm2bYwFFVLsPGivY82Tqd1+lLCg5yOrJbuIw3OMPGxoSNNvs3WvvenGWa790TXw7/NIpeUlJC2FjxfDOVYaPX8vWVDMpAddKQE4Q6D675XIYNqHUuQXufy7Ch8W3oRgO1uwkIGzWd/ckb12uuC4ltx80bLsMGU+cltgoMTNgATNhQ4IilUxk2FLIXs20rUtiwndp9Mqy1U9cvIGzYttj1GuIqjJvuligF4Ht+Dad+iWxK3ZjYSh+esnPFwT8L4d6iOpRhA3SbbTrX7szp0pXOJLkZNor1W0l7HGFDmmGj8XnWtdmtz54EBC0fQw4h68UJTOP2B1tCvJYOwsZaSPmBXIYN0+/b9rwWkjb73pD+uSSbPcaa9rgD7UGDR91n0MbPXA2ZeokQTXzXjbGHOtSEZH/k7A1FhI0N+26rebeH9hf7ZVtgjrDR6KJJWtS6hI0SH2IusmNvEHYxPwqxtzMAvqhuiii3JraOE0nZUVNlbEl2O3DgJkNM2Ljvvvta1uPAgcsHuvWMu8XMb2TGAJB0xmgjtFduKqXwx96ROfw7/AHfNggGbbCqomKHySju6yTDhqLBz16Rp2WVHaaCk5IEiPvPuyhWXJN+oS8L9fFs0JJA8+i2sGSQlTHpcqcOoqRPgXke18E/NFHltOKPPxspglw9cPvxmDP969+r4rWQC+yoSK+1EnhyEChQJ0TYwP2Kqs0eLskybzzmo/a7Q7aCnJu+6DSaODSa8P44CwnuMxHQPMI359IgPlsX6bV0/ro9JBcUvx4xRHMTtT8YSXMDkfD4weT45ALvA+y8S8j1OAsJX0DmeCTqNhQbysgibLgy3VyNnD8Xc7uOYC+SyYTMYg3tr+xbEVI3oS6Q5TSgB6939/o2aWhTdRgtRzSnDJgQKKdNIGwoEMojW4S4rxP6YXHAxXwdJPuACLgvSueIYP7jm6jwLS0pnWMqs61ERxGtRywfwb3S+BuRk9+J3p+qR7XxEQCnKi7Rk8nYoJuLks9AGL/4ObwvKBUIflN1qiSmaKBbtRtkUmvcgNPdBiI8+nyVPS11LjXJ8alF2Bhu38Z92kD2IaQyxwBQXaQq8CT0n1nCBopvvera7XEsEnLKEzZWzLAhUiexTm8/woSNRcOXiCpjM2wMBTKVa4/k3sSd0ZDeJO6XpJ0Hitqcqo9cfqG9EhM28BlFuF6y+wWv2dzzDdornExJETaWZNjA78R1MhARNgplGbdv4s91wz3RQLArEMIGxHan9P6QHG+oIF85m1f2e+xbJDY15jIOgwgbRDbFGTZKbBXkPXg9GvK5Men3Ur3JhEe4viuwK+C+Cxk2hrV2dTqTbFYiuPWpLMHKrWVUbQ3DOtiEsLFANoXYvjq30U7eAptcKwClsgnDZ9iAcOkIgG60Tefqpa6d1E5d+0wCMD6jtdDXOdlEliw4woZMPhbpKwLEGTZ6QME3omxDeWMeMr7IfBMltj1lcN3wH+r7RJYgdbTAv2PCRmy3uRTEthqAQNg4MmwMiG32bp1rtCFflM0eoZ5P88AeQDIa2M+Q1reOfpeLWmeS0Wvz9uY9rIU91KEmiA2e2R9T/lRleFs7W1ZjXUyKreZdCz9rfiXCP/ezJ+JzDEbB4YUriYtfq5olNY1UNhsDhtapwXhI5l2TuL6dINnvG8psXB8A2MW5JDVH4uMd708rKDcRRxS/l/ikATbdOw4cuKkQEza+6Iu+qGU9Dhy4eIRgbv4WMxqAnLgVAcAHi3uHioLBR9nj2/1XzrCB6oqd5myGDUn7F9bBxFkP+utBT1Cdbb/tTrNChg2Gee7Hptsow0ZtwgZXD+a2Qe75Jv3eJC2jXWsmImz0F5hhQ3hLcT7LP7yf9FHGraEBSL7UyrABaZlF5697ZImsTPSv2EGWlv2tbqqQzCOWKMOh1g207iAKBRk2+iPDxtJyF7+32jWR6Tq0aDOHVFkAweGqOjUE/7vbi/qIsNEyw0bFPW7VuXZk2Bh+LsiwMbU211wXe86wgQkbNzbDhobtMmxEeuMmGTbifqmEVOpz/Hl14EnogmlNgrBxmp7LzevmK7I+YSMrwwY5JxSui5ScjpxF7vcbn2EDrzsfDAj7y7CxIKtKdj1WyLCxmLChsA4xCBBtnPyqoytKMmycm+giIfjIZ9hQAKRdKbtTtD9wOn21+hXq5Vk2Ne4yDujCE8YAKGeHidtYYqvAr8HrEemo6KINcYYNbp6WKGyo7+IMG1fdGa5zm2woYYNa+I3/LNJkMwtZgNoZNhaZYBfaKfHnFeDeqtQJZYk9MmxslmGjG37Rup7duQSuzffYqa5J8M3yMeSgLLFeqRNwZEL6+pL2p/1PR4aN9ZAKkjoIGxQpmz0AXKzNHmNNe9yB9iDyyH7WE8L4Dtc044cvemV8wWQt33Vj7KEONXFk2Fhv3u2h/cV+2RZg4pxq+SVpUen4pLo2nDSODBvbYG9nAFwf/HPTcwmKk5BcqFs7TmTKjsrp95c8Jw8c2BtiK8+BAweWAqWp5xTZpGOOONGCwyve/KizDAXyxAELRUHIHFKBEgbdmBYRNiTtzwSb9aB3TjVL2DBem0mWN7pZvFK/kE8FZJpqB9HGhI1pw026bK7eKWdhcb83ODT6WytNB4QcpC+QsLFgXogOjej9lEC1gLCBZKGPEyolbOB3tiC3lRhJU+S+nO+LipDMOxzgkBkMVSugyQkXk5lhI3b+RLd1Xcqh0dev4+ddy4P44vdWijpIGgTMusZTzijh5pTqNiRsEBnRKEC6pJ4cdkLY4AhBJWWJ+ggHAnufPtb7+XpMrc16OtQ89krYcPvEjSFsjEj+NhhQq9nzTHUwZIlNCBsTlx+UYHWDPCFs+EqA1hrwUJ66nRA23Pl6iS5foRrsOiXnhOXB+1zBRE4jhAwbdxFhwzVvL4QNDf4cN7J5tahHpfONVlaHRISNkw2s7418faWCMnCdNADNsNGIsIFvzU7qzZX2RGMgEDZwwBTaH6dsGxJHY0n9Svcmfj4m7MKMbccoBZ0dEA0A4OwwsWmvFvkb26CRjFQAnuwmImzg2/cbEzaMGfrk1PX54sutT7te0VEd8HQnr13DqV/SR4nz0JJjZZZ9qaGdyxFnVIcIG9C3JWyIz+TpdbcGYcOdE+sGwaTbT9Rbu99pI5OPre08rs0nR9TAt07nkG6EY67w3tS4/UFPbR9ItwR3E2ED6xjdybYjO6XTzQRrsz8IGwd2BiqPkG69ExJcEi0uOEFTuKrvujH2UIeaWErYAJ1v19xL3zWJmWhQbgsU+2WbAMc6IDQgsc3FZOBnauMgbGyDvZ0B9kjYWNV3P/PO+L2cfn/Jc/LAgb3hIGwcOFAL3tE4QVggaaqwEowIG32asOEdYRExQRyEXJIiiwuUSBA2bLoL+/xU+zPhPXDjDBvDyyPCBnMjbdUDETHm48/t+9cgbCRv6xc4CKLUevgzUsaU4SZJOloxw0bpjYHs6y05SJphI+5LFZ5pPuacEylFKJDMC8mBQEWEDaaPRCApxStm2CDO+xlZyaTfFAVULwmCSBpYM74vKkIwj5KkFmEwVK2AJjsnSzJsAFyu82frg/ji9zYkbFTdK3LrgG9cl2TYGJhG9peKjvlaQVaZdajW7zshbLTYf0Xv5DJs2Bs4p+oxtTbXXBcHYSOgSb9za9ydJTX4fRnWImykdEuzgwwbN46wEeattv18tRfCxl4zbKB5wZ4TCgo2fnDoexQKIr/RhA0ckOm+omT6TUmdJ77sKkEuKbnEDBv46F01w4Y9b2uIglAL7SGSDBvkLObOzKZsbwpEAJRhAwwQwZmy/6xN2Cjcm4r2PtR+MtqesMGc80tv4MWEDZztDAAAEUtp0fhs5fQaxc/TIoUt9Msow8bpnC++3PrsogwbCghRhkypnRM28Hi4wOIlazbLvhTbuSraat3K7tTVZWTYgBueYcOu8V53or2o9Xl2nGED9YVIfueNuSNRKHUC07z93tEUVWIfwcVuXoyqp8Lf9xaslYuUv/XIsEFx02z2GHsI8j1QDyT7qv8MdiNT05g/D+ViiX9oD2thD3WoiVzCBr4g4iBstC23BeK4kl3MYWSHo0if+cuKGutT8e9r+7taz4tcuy6G91dfrojb3RngIGxMvzN+L6ffX/K+e+DA3nAQNg4cqAW/N+EA6cjxP+eYAwAwzObnA6E7MAYTNuh7ZxXeJXuov3qSybChY+ctQ1ipUAdjaIC4d6q5fvEBTmmnfnGgaqJO1BkVAgtgYmwkfZFUwGLnmv8dO2MnDrcmPT/IZ+jrbH8NERTuD4Adwc2DcJMO6IrKoZ9rIRBhKDZB2Bh347pjrrj2S57Br5SUi9sXxp4QqLIPNagM1SGnq6H1SHk5J8ccBXcJ1iOGbG6iuZ8dJIO/q8af1wAaK37eIbmOfH/s+GNkjwcqNSGDMGFjslwyBxnnj5qYwzvD4oN4aWAULgONuXgK4qt2SwL6mIwBqxI2GJ0LEzYMGHp7kf2n6ZRo/ufuA2kiZgPjy2hrqTTX8HdaEDaiOrlAP2z0M5CfkULyvGg9MoQNopdy/Uq2RMG6aCTjahlSubEhzyRuhI2f889kEDYqialG/T5H2GAybLTc05igrNT4FNeD1VHqyz5SLGoL/tnMII8noRrPZwOD/nx12pCwgfXQnRA2xtMrzItAwi50EKCxIXIaIfjEZHt9K+Se0bL7BZ/n8fm2pM2icwgHTNDhbV5L6zFNmE1sHNLzTYJcoZChYBFhA429C8rAddJg98paATvMvskRNurtTSFTsSNsmKEQWzENov0BnxORaCs/Q5Sc+8f1GK+L1Ps5246Czt0YDxAIG43qzEXgKlBgjNUJJjJs+PiO3Awb0jmF7dT+qGYJG905X3wZl73ZEjZwdmbbfxoADOmOFfaFSrKpxB4vOyem5h0UyyYM1/VKnWxWByAZNupu05l6aSo7gzHVziRYX1UQAvR606fPXMWdkZZNlI9sdVojJbW4VzYKhrIF3GNlVg94rmaMoXDMQ4aNE1Ic8+xC0nGi2Tww6p+ZlmAuw8aQvH3eNrBn+PFDe+JB2IiAdTH0kyVs7Nxmj7FmxtsD7YHlkVvRPT5X7VE2MX74slciXbei7bw19lCHmkjZ4Ef7I5Kv2N6QvZ821sXEyKxHrTFf07ciqQP+uemeSOJtEFqQ2CJdIZSFHmnUFyldVBtdaMMUlCuK+Ql1wMC/X5LehNEmG2RBfdA8wD+37N/cOVJtnqbeGZXNxU9c8r574MDecBA2DhyoBZ8+fZ6wQAgboIgi7BxefvPzt72H9w+BWyGwmbvRny07G+NACVDaB58YrWi5kvbnwgUxQRRE7zNsKOLUB9CkX8JrUNmlwR5MqkAfTBLVARt3RQdRyfOZ6VC5+YE/Ywkuo3rgskNgGSYzsAHyibGRAzmOK90oSV8f1qbC3gaU4lraj1xfcKg25uSQrdLPpMoVBqpiZyTJsKFzM2ygOqkODa2hmS5wsEBOhg17O+vwVWY9LpGVxBmros9mEGfmaWD4EAW8l9xYnDseTN38wdyEva4ow4bbni7k0ChZ77n7Rk65i99LvPSKfragHnEdyPwtycyVU4cJwgbOsAFa+7hbbYxo/ufuA0Q/rOWEEdShGlEG94VSTeYIKU5wO45E55DMO9F6RPKR2NX0fKaEEUlWMeuisYxzfapU/m1dqffUzrAh2S8qiakmMji5xtEN4lrjubNSho3UuXSrDBsVZR9GfIOSC6ZeN8OG8fPW2Daeug0JG/ic4/T53Gx5FaoxqU4mdHqIzwkFBXtCQGy3wLaHvWTYmNubFulN6MyIv1KJbJntdMXjHdl2cmVhtu2hwi32oCDojKiokw2s7zPOynj/ISRG+w5tnPzKPIsy4PbNJGED7YlQvCdamyLOsKEMPSMLMkak1gH+fHn9Cs79ifqNdPGU3YbLsKG6IWMb2HOImsmwUVhnIivR3kD4G5oZB6XQBT+Kr0eBXYHaqe3rzdAnp67PF1/epm/nIerWDtyeABm39VdCSYoG373hgowlplPRPpO0QULVPnJai+pOSCr2bbbpbL00baeudSYhhA10RsP7SpMMG5EcIUsWZ9gQyJp6PoE0XJtPntiGdH0RoSRvzEOGjehMx74+0y5Ev21/rhBItwBzhI2bmmFDnew49vu2Pa+FkX3VrUXukqWd2+wx1rRTH2gPIo/8ZwAt7FD1gP3BTg4ZmCIKziG2QdeynbfGHupQE94GD7wNHrcZ2xtKMmy00MWkKPHZlNS7TBerA1wHgL34sfE5DqN+7A0bk6Haz0maXSmcE1r73LJiAKYIGxcq50i/K0U+27o++OceMmys4rufeWf83tHc3HDvOHDgpkJM2PiLf/Evws///M/Dxz/+8Zb1OXDgcuGd+nwQNe+YQ0tRa/Js+E4wlmPndRxgWxSEPNO2IYsFhHKdA85EhA1GkS9jv1snRJRhwxM2on4Bk3bqj4LhKvUL+Rj3EReEmhG8P0wp7nlsrJk3KnHzA38m7q/kHF4xw0bFFLD09cNcc7cGOgJOKsOGlLCRO+bTz0vGfPm8kB0aUdAAWY8FhA3A2TAi4kCuk3qGjDDERRbISuYmahFGN1ZsTNjA/Q6ZhI2CgCbVheAjnGGjhLAx3jf3fWjMXXctDuL4p/i9JUEjTD2a7BWZdcA/OcKGOWufYUMrk0XYELenRL4U1KFav+MojkXBV3l1qpXOuFofcRk2lhA2NloXtYIpWhE2JPtFJTHVpt/ZNa79P1PnmcEX22pfS+v0mxA2Kso+jNUN8knCRpi3PsPGXggbO8mwwRI2iE5fSGQictq+Ps6w4W+Nhv0QNlrs3/hc7eMUZfpNTp3FdSLjTS8pKSFsrHq+cTde6tD2K7UgwwZ6pzbaZ9nwhA2IglALnehc82czbFTaEwlhYyjE1Sxt/4naW3y+malf6d40u/dN2baQrblDGVZChg3mnF+6n2JZiWxh0gwbzl6sDfD1KFHYUN+5r/gMG6fzAsKGXZ82Iw6xVJnQlkFvuAzCRuo22mLChsC+BEinrxng09k51amrkJ0XdFvChnQdMWu51pmE02PxvtKEsKEm2mP3JS3MsNH6POvafOWnOuoLyV6ZOeaOQKfUCT1fau9nyuIC6VpcYrUAdyth48iwQcHqYpjQsmGQbAnWtMcdaA9K2EC69U5IcElwsSQF12sviZPYw1rYQx1qQrI/EtuA3fOVyb9kaS991yZmon65LdDMblECJs6phUzMjU+qiVo+xFzkx94EZNtUdwgns/ZyBtgzYWPLOBFuru1SZh04cMMgJmw861nPgn/yT/4JPP3pT4fnPe958MpXvrJlvQ4cuDwIbjHDATeAb8chGSPcrV70O8qzACJiAnfbYKTvVgmQx7dQKhMCGbTyzVGdYg3VNQIrBl/fCX3u+muCsIHrgbuoU6GflugWqF/ox4kAcQNRH7lnp4I2w/Ozt5iBAm7e0cfzDkSj1Ki4HrhsNOYkRRrqX182vpFxUb+HtSBpczbQXBte7coY98tkPzJ9IR1z9nnJmCfHRjAvlOz2Vvp+rMjn3sqL6qQUyk4TBeW4vhdfS4fkpfsnfueQjz20B0E2NxP9K57MePwA9V99wwedIlwgB5XrsnmaOx7juimlyCE4h7ARuo46f/x+eSG363Cykj4E/plq7YrnvmTMMVI3oS4IIiYyBdXBhEVbtlfk1EFFfdGHOsQZNgJhA0TzP3sfILcn1pEPkjqk9oFFAeI60o0K5ohkT8Q3UeFbWlI6x1RbsHxh551ILwvy0f3FEzZm1jBxlkW6kmSfrgWcqtjdOCROr45AxobJZoCzeeAbsVOEDfd3t19MjWclMZWvu+e8lJwBg15NCBtgSL+0koWhc1CdjEmOTzXCxuj2rPqyDwO3BSAY5JuRYGJZCACDKLDBbdYUd3VqWAcOWI9z2ICwIVMn0bnPB2cakVxnkSJsxHaL1FlnS8KG4CY2EgAl7Rdsz0D6V43sWGQ/TdSb+bb9bkftNuiMIpWD2f0SE07xZ+JqhwAKXM+rroywQfbgPtgqaOB4mRzh9k0iyoge5J4plF/ohlC/zygDpF3E7pa2f4zOidXOELjs3HN/AAmcT9nUJm9oR6QWXANnhxiZpEpsFaTSw8+uoxk2tEak5Pg79plODRlOwTWRqUeBXQH3XRXChluflmDVY1souL3bBX/X11P4etWRTSVrQrIXpdcKFMsmDNfrSnUDSQDAXiZla1B1OFL6+lSwP9q/uIwURcficD4DAH+26g3OflNPX6d2yyCb6JK160LL5GORviKpsW3zPfb3ngTfMLZzWkP7UzjmfkKGMY8ztqVev8S2p7B+lKrExsHFqaMF/h0TNmK7zcUgtqPCQdiIweli2mWsV+vYs1qgmk/zwC5AbZXus+ET+9sGtZpBytcLUKRnxbEkObbzLdfCHupQE8QGz+yPI/8VAIAO+mAuYaOVLiZFbj3qxZXYYmv6WXOrEMWV7GJPNIyeWWJL4IqKdAVSXOO+SGWzMcbQ+diiDuSIMW/XxbgRhI1Uv28otHF9AGAX5xLWXoifYf1pBeUm4oji98b7z5Z7x4EDNxViwsYv/MIvwMMPPwz/7t/9O/jgBz8If/2v/3X4s3/2z8KP//iPw/3339+yjgcOXAYEAdLJm9SiWxFcwPOYrZgmJuCABW8AA6rIjcrORiCj4CaxGTYkGUYyYZwTwih6o793qm2QYQP1C6mrC/CvlGFDdIsZvgFKkIJbTNiY7K902Wy9E87Con5vdAMvnmvD79EaBGE/9vltXjzmHGFjwbwQsfzR+zGBqiTDhjERIQzXY2mGDehE6xFDNDdT8ls6B8l3If/7oiIksmYs18U3FtfOsGEUCcDlDnscm9/tfZfG8t/DzQn4ZzZho0WGDbOTDBtoTtEMG30gbADc+Awbwx8yC4uvV7ybM2x4m9ewj83VY1LnqqZDzaPWzTe5GTYA0s6mG51hg+gAxtZTJc8zVcpmkTqXHhk2ygpEk9CT/sw4w8Zpei43r5vD3jNsQOeJ3RBlzSsp2KAbujH8xRSugsnKtUd7XRGtOxKbWXfvFteJnOFQhg1pFsCZeqxyvnEZNkxoeylhg+iiK2fYwEGYybEt3hPdWpvIsEE83On9ofh8w9YP2fxaZNgAwftRHUKmBxMybCiTfn6JrQJjIsMGCDJsuHEzmreRlylseH+wr3eEja5uhg1lonV3IRk2gojfMMNGxT5yb1XdyWfYAOjbZ9gQjXfaBpsaPmMgO76S02N7tAbXzrARCBsy+djazjPOsIHOlTlZUoRjnsywUWh355H2P7U4My3BkWHjctrREqx99UKzYmOsaac+0B7pDBtmNzI1jZSegT5fgCVxEntYC3uoQ01kZ9iw+teRYSO/3ntofzO7RRHieAWgvzeKW4jR3N9VyYeYi+zYG4R1fEJtsbczwJFhY/qd8Xv3KbMOHLhZEBM2AACe9KQnwbd/+7fDb//2b8O73vUu+PZv/3b4pV/6JXjGM54Bz372s+G//Jf/0qqeBw7sH0nnROT4TznmokM2S9jwgdB8hg1sIFwUhDzXNhWCn5XS3jFoNEPYmCKs5MIHt8QB4tf2X7LMI0sMESxGgdeuqumg8zYHUWy0z3OQxMjuL8Z5zdW7mkJpEm2uefOJm2vOCW3iNSjrx5hA1XTMmVsYpY6m7EMjJmwQAtVywgYmVxQTNiAlsxoRNnKDZGK50djwMetQn+gjFrUCmpCXukOevWzCxoU6f/ZwEMc/xe9tSdiouVdk1gH/xHOKBMn1OMOGaUPYaEBKXDrX5uuawEHYGH52XXi+AmFjzXVRy5C6hLCRem5vhI1ylZNZ47bNwz9XJmxwQVlrEjYaE7K3JWy4z9C8teWfup0QNpw+n0u+rlSNWcKGQiQ4KcFYULC/JX6UYcPu+0bdbMIGPle7fwr1m5w6y+uEzyfzl3Hk1mON840jPWLCxsnar/BN6FnvTBE2TEYQqgBc8/HnbXQRP/Ggc4HyyiT3R3r2nnZwV6tfybmfqV/Spia6jENR648nbEjqbCA/QhzrtGjuGuNlZ7xGSDvRBT9s35UobKidgbAx9Mmp6xcQNtwlSW69Ir08JmysGdBXIpvQTY2SDHXsezLtSzQLdb0+crOoU1eesKFAN9qmM/XSlJ3apAkbAAuWI6PHYiLg2oSNzgYM9kYmH1ufZ12bTz5DJOoLkfzOG3MX5KvUCWrZ3TmwGTYqkTZLcdcSNk62Hf3ltKMlbprNHmMPQb4H6gHLI2+qMbCufpeLBsTYJXESZJ13MPt8C9y09ZhL2DAoQ+VB2GhbbgvsMviZnGMwDsJGDWTH3iCs4hNqjL2dAQ7CBvNOlZ5ru5RZBw7cMGQRNjC++Iu/GP7Fv/gX8N73vhde+tKXwhvf+EZ43vOeV7NuBw5cGGyQDTHORxuW9zcbqgSTQza3+YUMG2BwIA/KsDFB2PBlL0pTFQzD5AZ874BDm7ZSuKHV6mCQIxcHiCtBv4gJCAtq5ctOIL4JMqlQSVI94mCH+HGcrjAxj7gqp1IOpsaH66/hPbj9GxA2iBOl4gHKBcw5J48LtkDePzrfKXwKvWg9Nh3z+J3+dz6ogT4/rmf8uK+3wn/sQJV4HVEhBtCN0vjmXANpJ/VUWSS4a5qwMVoLWE7P1ntJUGEkNyTjkwmSQpGdd0iu+xuLgZ93GLnjkSyW3kArImww+yPn/Nl7OuTFQfTFcUeMniEeQ/tccSQ0+PK3CkzHdcA/8ZwyxiQJGwZANP9z935JUFouRHVI7QNzdU0WhuYH/lkr6JPZm7DRz4Bh5xdf2PzzovXIETaMmV3DuK8l66KVjKtlSE2OTTSfXKal2EhKdFH3ngzCRjUxlbt+ZS8F+1IaZGM/Jxk2QJetx9w6xSRsND4doPVVVNbwY9SnDWQfLTY915oZ5PEkRA5VN4Y+w8ZeCBs7ybAxnuI4gN/p9IUOAjQ2JBMSfSj8N1fXrYmMM9oyvQmdS3D7Ctqcqg8uavrLDGFjSYaN3H5JbRzC9hPdOlTZY0mGDTz2hLDh9gpwbazjROf2zTnCRjmCgcpl2HDa0/CLhuRlFLjSwJ8Ty88QKdtLTZ0W2wa4vS8847UGnGGDq3Nsa87dU/Hg2/obbe1dPhvtRIYNTNjg5mmJXYHYqd0nNsPG6Zwvvnz25uEdBtn6PGHD7eMN9BQWBbIJfPd2ZecHwV5E5zIUrRcObkRohg3dZpvO1UsZO3Vq+ADyzyW5hI1ifT0l+8BEfOThGa2pT4B9Y5G+Iqixfb/PsEH6Is+OLBlz136aYWPq9SXn+bBXUmyooyJ4PnrsigwuOpFtYM9IEjaODBsEN81mT0BUqyNQ7dKB5ZFb0T3OsLHHyYn9weQ8VCB/UDNr2s6bYw91qIiUDX7KZ5PKsCHdT1vrYlLk22og73nuNSv6ViR1wD83FTtmRpGrSAyOdQVSXOO+SOmi2mhhLEVBuRn+TS6uL/WdSwHX73uoD/5Zfn4uqFPmHKk1TzndnZSN5C/+ecn77oEDe8NiwgYAwKte9Sr4ju/4DvjO7/xO6Pse/v7f//u16nXgwMUhbIyKBt8g0IAbRzRABAcAiDNshGseAmGBOq81GyCeKrs0QN5ljwAwPv01m2FjMsNIJlDWAxwgbrTLsMH3C0vYUG0ybJDb6lEdcIC4pFxMCuCfTzkUADjtPZfBTsqL6528QU2z9U6xdZcpdWEtcHOtBJ4c5W/0VPRzkPUjWY/CuSabI0ygH/cMR6BKlCsNVI3nvpcLubdKoToZo4LyrzQQ4gT2/kgiLw2Wl8r9K7keF8lKk9e/6bp19OeGGTbw7YSi9ueOB1M3fDDH5CcucJEzaHnnj7qsQ6NkvefuG7nlAix4L/HSK/rZwnpwe4WMQLUcs3Mqmqem1+iidCOa/7K9nHzB/mMiuCkTOXNtRNjI7fs4ELjBHCHFSW7HEegcknknWo9IPhLCRmaGDUDHgyUZu0rg+lRBfnr11HtqZ9jw5x5urzBAY+WXT8EmMphf4+FcBYlb5auUnayPAaSAEd1y1QwbDWQfRjzX/DxaNcOG8fPW2Bu8r04bEjawM25DwsakOpnQ6QFMmX6A5TROf4Kg3HrEGTaGD/LLK0DO3rRIb8JnGt/VMv1GUmfuhq7Z+sS2ncIMG6J+qZFhQ4UAilLCBt5/MGHD1UmDlV8q9FEJOPU+Rdiouif6i28UdPZiFo0DpnCGjYkbZUdn+1pnCHJ2X97X7HmAtI15P1oXLvuPBgCw88qTAuPnsa1iSb2JTjvYwoxRAFrDXIYNUOCDmY1WfNsK7ArEnmH/qR1hozsvyLBBCRsay3v7NwNOb6ivp7CoIJtAhZvgl8QhiOTpyM5VRzZhuOXdqSt0MUvfJsNGtl6atlOnZCvAcsKGsv26WoaNSPbhJet8QtpMyC/yylo+gTRcmx1hozdI15f4DjLHXOF/ufOFJMPIAl/UkWFje8R2VICDsBGD08Uu1WaPsaad+kB70AwbVrc2AKvqd9nA/mA1/nwBSJzEAtt5i71cAl8eUVEudz16HU/xNnjc79UybGw0fkvqUaveJbpYLeA6AOxlT4zPcUB/v4EZNtyZatUMGxPzbi5WpXad1gTX73uoD/65iwwbwjlSO05kiowxembDvePAgZuKbMLG/fffDz/+4z8Oz3jGM+Abv/Eb4X3vex/823/7b+Ghhx6Cl7zkJS3qeODAZQCzkJmbpKhyhTJDINJGTNgIG2R4nnNeNydsQIeaadBtSvGmPd3+sjoo8qvxt6Dx/cIREIoVm5FDyn3sDJOCDBvSg6gg6JpzXnPvjJHdX6T9Ycy5eldTKJM3l1VUpl2GDeNuqIjWIMj6kc2wUXPMuUNzZh9hQ5fs0IjrEOY87iMZcJBFuFE6zk6T7aROkcwm1iOGbG6WzEHady3mcNY8QnI97iMWNQKaOhUY/FGGjcWEjYmD5R4hGaetDuKTKBh/rh50vUP68waQzClyq/E5ZNjQRucRNqTtabDHLZ1rs3VNIfbWt5gjuDgJYaPS/it6J5dhI4ewoaiBbok+UYJawRTJW8LAkNtflhA25jJsxJfEV8+wUSv4M17jXv/EGTaoL7bNmON3Ut1yE8LGJCF5OVY3yBNZ6DeOQNiwGTZO3YaEDRxV5TJY9rm6fJ1qzBI2kE4fZ80rKdhfVBkRMdzvxlUw/u5KaK4r4vM8DkSrnR1LWic03sN5zX2/jLCx5vkG33jpcLIErT7jrEzeiXVRHW76J4HjhfKSa/5sho3irFPu+yHDxjDsqF2czYvYEgrPNyzq6OWivY8dy/CMfwJn2BiZpPJshCyITksJG94uOxFM5DMya8Xv6yXnSiS/3FfC3trniS/cDrdesX5kCRsaouDvnRM2/FQ4IXtLK32YzGXgx7wAngrSnXwwvjK6SNfnkbn2Gf0+NXxL6pqbYaMaYWOqPXa/67VMd28dDOUJG6483BeiNZs35j7DRncCSUBbWfudjsYQNjYOLr6bCBtYt1UnO479vm3Pa+Gm2ewxWsuvA+uCyCP7WY8zqO1RNqX88OTzJa/Mj5PYw1rYQx1qQrI/cvaGIsLGhn3XJE6mQbkt0M5uUYD4HOfQOG4hxlb+rtbzIteui1Hko90J9nYG2DVhY4dxIruUWQcO3DBczT8y4D//5/8M/+E//Ad41ateBX/6T/9peP7znw8vfOEL4Uu/9Etb1u/AgQtC4tA8SdjAz8Og/JreWznHm18mYUOlFbtlmyh2nLtACQ2AHHBk054hrCw7TDkHYed/KtAA/TWqG3LqCwgb5TcDun6hfa1RH3EB4tWD94XGmtwDEWu46TUQhwEac67e1RRKCWGhBD6QyjmhlxE2sMG+2Zhzh2bJM5nlkjZHh/hUH4mA6oQDFEeBWNlO6tD+QDKLZIKfvgtkZUlQ4QqObNlaS8v1VQOabB0UHISNvR3EJ9GYsLGm8VQyp0iQXN+3J2xAQn4Xyoelc22+rgncZYQNAABjQganGoQNbj7mtKcELQkbAAAGzOhGnZqEDfzxLgkbqTU+QdgAFSreZMxJkGIUlLUmYYPrl0rYlLDhhtOEeeszbOyFsLFhho3pdSrQ6QsKdt+Ob0RmM2xoHcgtK6C5rojPJf47ZjvCBjmf1Muwseb5xniCVvh7SYaNkS7qCBtQN3B8jrChVOs9MSJskHalzt5A2tzMiSgiVEheM7P3TQUIe1JLBx3OsOHtCYy9aILgIkKKsKEHwoazy0Jk/yHtxIQNzm5Xg7ChFCJs2Awbp8wMG3ht2vXaYzISt+7WuNW+qI/cV7sgjxeZYPPsS7ZU9+X8Ahn4N6urIasDDDpB2wwbwjM5Y6e+WMIGpGUfVW+HX7SW2eZb23niDBsacF8EfWKigvYfsjF3WqRSJ/R8ob2fgeIC6UgWJTPyT62Fu5WwcWTYoGB1sf7yA732EOR7oB5SGTZ6nOFv46xFSXD6fS3ChjDjwB7Wwh7qUBPJ/TGag8Q24GzEOt+uuYe+M4b65decd7to/x6Dn7cgbKR0VkWfqY2LIGwwcX2167Qm9nYGOAgb6Xfin6kYwV3JrAMHbhhiKw+L7/zO74TP+qzPgv/6X/8rPPDAA/DiF794RNZ485vfXLt+Bw5cDlyQjeqCgXSCsBGuc3TLkAY8xynx8PM42BjwbYNRgHiq7KIAeaAB1a4SRityyOIM1bXqAADBeR8RWQI06jv0Gt+P1hDh0nctuRmQkCUSH6MsAWBCGYPzUnAQRc/zhxXkQRekQ80lbOC+UwrVg8ztaMzJXAht8e9VqKxFNzKitePbXPHQaJzTOZprZtwvU/2o+yjAMnPM+edTYx479dEzgsACciBk5lqSsOGdQ04GFRA2NOrrOMOG6/sOjflkhg0kL30z+PWIIZqbpP3OcJEZGBX1XTPDByc7iFz3/5KlNMwdj0TdQNFDMDZGzBI23LOubZHz52LSIWPjJLMXpfaB1HNZxUZzPzuNJY7c6jLnP66HTss7Xz/sLCi9vXemDq5vfT36UAcaJBdl2BDJI/vuyb0cP4/1w0ryITXXGBkPCuhcW0rYcH1TMkcEeyJOHZ5KZ4x1jqkAJSxfuHnHrkeiNyH5iGQraD07/rGMS+n3eHyaEZlsGzrVFenJZGywjMdkDPcMUHmUImy4vznCBlcnvBwLxVS27i58qa0cWuNgwjo39mxlsWqGjahOeHxSY7OoNLw2cZ+2kH0I8VzDWV+agMhCv3GMMmxcndrtcSywnHLYgLAhUicTOj3JxLek70jKACt7Rhk23DgBXYQbZdiYumgitX/JpzU6l5jwz1z9frY+iXqnv+ye6Qb7ASZsZO5H2f2C12zu+QbtFZ6Qjoh3pYQNY4zXRcPlEnHgeJkc4dR7slzwnhjbKYuhQPkAFRPZl/D5mWyK6J+MDlVSP/JdZPNapFBAqBfW43DbuItvHIEMETbMVIaNlK1iSb2RkHZ2HgMKcIYNPO9wXw/t1KE63DwtsCtgQt+IsNFlEjYMWptqeAcRWSbObFNfT2FRIJtSZ8CSDBvkXAXR+ortXJVkE8bJm3s60Nh2uHzL4pGtl6LnkZ02JVvx6+XVCeez4X1DGb0JNlgF9DxcBEY20SXrCBtKNN655/NcuDY7Wq3OzrCx7CwyEDacPlnRLoTL8B3FBNIJ69oKqaMF/h0TNmK7zaUg5UM4CBsUnC7m/GMXZ7NHkNgLD1wOsDxy5Ds7wsMDu5RNiX0ZAEo20pFPJMN2Xu7fX46bth6dTXIgEKX3x3is7Bez7bRltqNKwCZoYT1qzTtZvE1jYH0QYCd7ItaBMeqf57LjkyqCyH7kExDFUhRAMu+4frlJhA3S7xvKbFwfANjHuURwTmT9aSXFcvE2CcJGjq5w4MCBPIgzbDz44IPweZ/3eaPPP/GJT8Cv/MqvwL//9/8e/uiP/gj63GDNAwduCgQ38RBlCxEN/E8DgbAxYiu6tTWRYSMKEE+VXUSWUB2xV7gb07SJMmzMZBhZxn53Tkp3IHPvco412S2MVdmgDPPc31YPNyfDRnI+eq4RvU2Lq3fKwV9G3pHd4pUN7+2N51peho0lN2IvHvNR+xPyqPCmM9pmOvd9YGGuhxQHWRj0nvjm3KUZNiayR8wSNiYDqlH7a2XYaEHYkMwj1EcQZzbhUOsGWnQwx7evZ2fYiJw/l8LyX3pzgvtcncbyJ7dc/DObsNEgw8agB1XaKzLrgH/iOUUIG2e9XoaNqZt2M1E617JwN2bY0AZFhoT2++dLM2zEBNCVDNitMmykCBt3ZYaN0Rq3cibKsKG6UF6TMSeHO1qnTTJsVJR9GLvIsIEIG7C3DBsua8ReM2ws0VcFBbtvxwF2ygdFQ9mV2IVYujeJ+wWfS7wTxhwZNkrON45YgYo62cD6S8ywQXioDfdEAwq6E5dhAwUQMBkjqtr5wkvDv5ec+8mrmL6T2BXQZRzkCY6wwWUkKciw4YlCUYYNkmEVdbXqlA8wHvgdzDytkmEDETbc3pqbYYMQNuw8JDf/nO1nddedCCWyyQX5dx10J1fn/CqIbBKN7VxG63DlSXcKGTagb5NhI1cvZey0rTNs9GgNVr21NCWb4vZYwkav69mdSxBn2DAkw4ZAfjNt5kAybAgC2sran/Y/jWX8elngMBZn2NjjLfYMUn4gJ1cPwsYA1p51oVmxMda0Ux9oD5phY0BvzLr6XS6InlWHrLfk/LSHtbCHOtSExO5KbAPogoiLzLCByqsaM5FR9h7av6s9kZxjEBrHLcTYyt/Vel7kx94E4AvQLlXOHRk25kHGf4awUXOeSuTRLmXWgQM3DN38IwNissZv//Zvw9/7e38PPv/zPx9+7ud+Dp7znOfAG9/4xuoVPHDgcuA28wnCAlGuAgFj+CP1MCQD5O1zQ/B/grARBYinyi4lJpDgZ3Rjmn+vAmAzjBTVgfZXCBA/o7ql+6WZcsERNlxXRMEkLYIH0w5eGPX96J2JlIOp8eH6i15fTJ0ZXL3rKZRtA7pchg3n3JkibIyd4+Gz5oSNqfZnOpqyDo1KjQ7xqT6SIR2UE6+dbCd1SmYBsx7jNJMiOYXanz0HIwNIQeAHh9x5pDXT7xwqBTRh55xCiymbsHGhzp9Vg+iZd+Kf4nc2JGzU3Svy6oB/4jlFguT6FQgbSSJmmXxYda7drYQNXyEUCOyeLyVsLNAnSnAQNgKayCOO5G8/HxE2lEFfbTDmZGw3JGw0kH0Y2xI23MYR5q0LKj3thbDhMmyseAGLSJ3g7BAl6xHLaXekYzJsACgwO8iwkbs3ifuFEDb8h9X27uyMXWS8EWEDLoewoa2NDIsvl2ED34Se9c4UYcNEQaiNCBskw0ZKDyq+Gc/pSgo620/DUkc2RUGAUhsnYmTzKujr2b1v8v3ObhEybGhRhg2ZjZAF0Wmtjcwox8AYvXMUfOPnLG8jr07YsPeSnbo+k7CB1qabh0aDT3LHETbWCDYu6SPfRcrrz0rHE2YesnNibB+va6vViPDWdVfehgWg2xA2OH197vkpgkMDwgYmAuJbS8v127ReTvnIwy+9lsnH1naeogwbZC+TjbknEKmTf34qw0ZJ+0OGjXj91gnaLUWcZNUBZ7/ZW7BWLlKBdD7DRn857WiJm2azx9hDkO+BeqCEDatbD5+4J7ao1jQyYwBkr8w/P+1hLeyhDjWRTdhA9oYahA0AWPW2+9GZcc15h85Ge5i/+Oemc9gwily4fahiUWN9ype2kb+rtUzJteuOwATwXwr2dgbYO2Gjie1fUC7+2Sym8sCBA0mIM2wADFk2/uN//I/wy7/8y/CpT30K/vbf/ttwfX0Nv/7rvw7PfOYzW9XxwIHLQNKYHzn+sbKl0SHbfQ/AG4nZAHnVgTHYeR0CbCcJG96hmtMoB/elDjlFjP8cEzaGctLGjSp1iLMeGETYYPqlnXIR+gXD95Gi7087uCfenlLARodnF2USGWuYF3NZBchn6Ktsf03cNtg8CDdpoKqoHHqnrKI/kUdNcrDkAizbjPmSZ9DTqewncbn+lSo4s1RE2Mg91Bi0hkx4DyFXGJN2Uk8ZkpA89sMWr8eiDBu4/ZmO6KjvYtlfBWis+HkX+t4vKdTvk0sqdzxwqajfDSoEEzZYIyGegzBea2M5te9DY0mAeInI4+S6+J34qt2SgD4m69KqhA1G58JzyoBBQXKBsGGMEc3/3L0/HexRz/jC1SE1HrN1TRaG5gf+WYuwEfUFTh2O0+rmZvWSPC9ajxxhw5h52TQj40b1ayTjahlSU2MDQOvtb/6NjKR4f8C3A+OfLLkPdUsLwkaxyskGZ9pAfq1AdeF2VEzYaJNumAlIBU3Gp1ba6qSsMdBE9qXKXc0gT2Sh3zhQ/7lbwDckbGBnnCNsbJxhY3zsSej0UHiGR2MTzh6R3YJeFT/+7krIPaPl9ws6l7jvKMjW79n6KDW8zwhlBxrvQScMpIDstuX2S0q/lZ5v0F5h1Pg7jrCRlWEDjT0mbLh2abB7ZaXAcU69nydsFBXrX2BAQWf3PjMUYv+uybxgbV6MDlV0huACeGsRNowBfCbn976wTn2vGOOJBQml3j9fFMxLBt+OkxlsQf5yk4SNbCha+XoZo/i+K7ArEHuGXx5Dn1x15zzxpccZNoxB2qj9uzZOR21gw+FQIJtSQUmLMmxIzonYtjc8bD+vo+MYJOM6dYUybOiiLYsvMKWvTxrJwvPIBpsaPoD6hI3RWaq0M7AcQbKJEjYMgIFhLCTjXaSvCKpsCwgZNsJanrWLxz4OwZg7XVF1p/n3g8y2wQPLdVyJeT/QGpjLsGFMGJ+a58o14ccPnZ88YePIsDFgxp51aTZ7jFz74oF9A8sjt6Jpho09ji3el7Evs4CwwfhESm3nrbGHOtREygY/8n1gf6pyvgaVtKFPghw9kS9Wo6x5jYHbVtNnIyq7SBerAz7eZss5jInaCA0uS411BVpc275I6aLa6OQZpWq4kWTezfSL6c1F6U0YbL/voD7455b9m7r4SGL7L/dRhnfinynfbVVb64EDBwi6+UcGPOc5z4FnPvOZcO+998LP/dzPwQc+8AH4uZ/7uZZ1O3DgouCd+op3RtFDUO+/af9IPvebn7/tPTxPbhs02r+CGAgjva5WgHwgW2tyYxpVKKbbX3ITpncMus/7a/d2tl+ShA1VQbngMmz44GdaB1y26CCKgibY55O30cKo7+N3Th6IEv0Vpmk8H13Zod+5eqeUzkU2JXTjae1b2wAAQEcZNmDc5lzCxuQYIojmSGrMpzJsJG4/ZMsVBqrGt+fVzrABStNMFziwTBR5GZ7Ht/Em12M0hjKZgJ2xuZM5khsNbmcUBbwnbiwGhug2QvZ4pOtGykD/XJphYyyn9n1olKz31DOp55aWC7Cgv4iXXtHPFtaDJWyUZObKqcOEQzHOsOEvSs/MsCHdB7D8qhaElzPXusK5FnvrG8wRUpzgdhzJTTSSeSdajxrvP/TzufEfzUc11ifWcEi5Pi29pbVVhg3fL8IMGwVTMFt3l4EwSV1Bfl82RoG6Cv2FA8ebjDkZW1qnVTNsNJB9GPFcc0TR7TJsuKDSDQkbqQwbGxA2ptXJtE5fpB9gOW0/GmfYQOsOG1ZWHCszRLcN9ZnYy4r0Jnyu9N8x1ciWAJBZJ7qHVsuwIalDhQwboMDfeIlvsV9E2ED7DyFsuAwb4OTX/FlfAk69TxI2VM0AB78KoTu5DBsGiJ1DcKNs2bzjEAXwZp/7A9jzQMpuMyKQhXXqZJMGADbDRtJWsaDeRKe1dh7jPnfzLpGFFuwcsXN2eA3TdwV2Bdx3PsOG21tP58wMG+EiIED6jo7+buznLfQUFkVZSIYfSinoTh35LAcpeYo/t7/YwlzflBh9x8AZNlR3CnyCVhk2Uvq6JMNGZKdOyVaA5YQN1/9zhI1qGTYi2YeXrJNNWvPyCyP3fJ5dY9vmKzvJe3dmlGTYIPJeNuadI2yoDhzRa2qB5duFUJUkhI0dZNjgCBs3PsPGQdgAAIE968Js9hhr2qkPtAU+u+AMG4SwsecMGxDpWRUzbOTazre69f2mrUev4wFvg8dt9icUk6/3JeMzYN3+G5H8F867Jcu0RBerBT7eZsM5zMQ5tSBs5MYn1QTJroTOCaJYigJI5t2W/dIaXL/voT745x4ybEjnSK05wcVGJGMqM3SFAwcO5EGcYePlL385fN/3fR98z/d8D3zZl31ZyzodOHCZEARR0+CuSAlW1MMQb5A0uJYSE1JBq0pRxa5sA8dlo8Beb5yPD00NCBvE+QGh/Rpl2ND4Fsa0U1+igMiRPsj4Oiga/JyrUOUGXdN6pJXLXMWf66/oilMy5ly9qymUyRt4KyrTLmDOa56urssJG83HnCNsCFO5S8olbY6MhCaRhUQERq6RDBu9gewb/cltvEhm4flYlGFjXt7PfjeW/Y0MH3x7xgEOSgmDoSoENBEDIwDJsLGUsFFHrq+HnHWXuvmmRrn4p/idJUEjTD2a7BWZdcA/WcLGOWTYyCVsiNuTkt/NAqSZZ7hAHAlib32DOUKKExA2au2/qWdGz3EZNpYQNgr0iRLUCqZoRdiYy7AREzZqZ9go7vek7h4CUslN1PZvqlNEPlZFfKPsVoSNBrIPY3WDfCpySZswb21g12kvhI2TDTTrc8nXdarBrtOETq+kBGNBwTjgEwP/vhVhgyb5aJUWHckj7DiuSdjIkV9ovDmbl7Rt2f1S+3yDijrZ9d4b+foi78S6aEzYqCQvueZzGTY6dwNn4b6EyQguw4ZWELULn5+FhI0aezZ743pNnTbDtqM66BxhA2fYiE1SmZe6sMCD78iGWlkD8DhILA6+UQp9h2tb0blybM9w2atOXZ9J2LBrU4UMZ9roYXor8Hbn2utOhJI+8l/tvP5cEtw0eQbiLiap1EfaBMJGp66gN0GHbkLYyLU7J/V7A9pOorUzbBTrt8RumSagdFoDGIBey/qotZ0n9JEtj/TFTP3I57L2uJWg1GkgbQCAatZ+91wUSFci4yvibiVs+NvIzfD3lI/obsJNs9ljrGmnPtAWWO5gwoYGWFe/y0ZCzzJ9UV2XnJ/2sBb2UIeakOyPxDZgz1igywgbtfyMuRidGVecd3uYO03sFqWYI2w0umgyxlb+rtbzIjv2JsIu5kgB9nYG2DNho53tf75c/LNdTOWBAwdSiK08LF772tfCo48+Cl/91V8Nz3rWs+Dnf/7n4cMf/nDLuh04cFkgxnmnVEWOf6xsueDv6PYpHxSu6HdCsHjkvIYxYSMma9iv2fcs2EQRWcI3U2mAuQwbTPtL6hAH0fub0Fy/wLhfppSLIjZoRCJx8HE4UR1oH82XmwqeZIOuQdF6MMplruI/UsZGGV9s2WjMuXr7z4tvKcYO6PRaK4FxzlpH1DDIw+CekfRjj4wPKn/M+edTYx633y9UkAQW+DIUkh8GaOo7XDeD3+/qEs8LAYhsCYQrGogVRV5KrsrGRBAUiMWuR4SsgGpy8xqAKGXySG6Mgx1KQG45VcDLjpRcByOTiQUZFvBcI4dgEu88Lb/8/hjd1jWWU/s+NErWe7Ugeq5cgPx9sOQmVK4eqA5EHq1F2FC0LzABNs6wQQgbgvkv28vJF2zZaI+rGCA9O9fUwnnhoKP9ocEcIcWhm6iSt+NUzGrmf++AX49ThI2Z8R/JuBRhQ7W/QYzcfFOQhYCMDSblJQgbPuNPojy3J/gbZTMIG4ViKlt3F77UVi5e4/asYxSo04k+X6vsJOKA1KBb4vGplZGCyBrcrgayD4O7mbg5YUMpQKmZUIaNYYyvTjshbGyYYWNSnUzo9Nw5f0nB/pwQXzSBg5BJPOp6Y0Uc2YIMWYv0Jnwu8d8x2fo9Vx+AzDpFZH5/PlggB7P7hazZZecb1SkwrtKoqKIMG5awEdfTmDaEjXjfxJ9TndZVtHRfct9XPuCVBEyBofMU2zpTZIEl846tGu5TVdTX7HmAtI17vz2HgKKEDR+wxdR7ZKvIrDfRaV0WWgWgtc9GmxwDSAyThLCRK3dQ37mvaHDZqzIzbPiLgMK9ZjTDRpvMNrK6Fcgmd0nJCQVlLTJ9j+Up+Xz4BfxDANVkkwPOsAGqA+0ve9FF2fRYZOulKTs1WMIGHb7h87zqcJni3L7ifq92aykjm6gKOfyip0hZ5JW1fAJphAwbtjxL4CJ2G853MCLozY95yLBx8s+riQWWbRdCUHGgrv8D3gBWPk/gkhNHC/w7JmzEdptLQcqH0KGsmLq/nLa0AquL9Zxvcd82e4w17dQH2gLLHQXKB0j1a+t3ueD0rALZH/sBsgLnG+3lEty09Si5fR73O74gItdOmxo//PkaIGUJx7DWvCvRxWqBj7fZcg7jcwxGfRJbrCtgrOXvirPZpGJjatZBMu8m++XC5Zwki9BW9QGoeH4uQM4ckcaa5ZQbx9skYwQzdIUDBw7kQUzY+Nqv/Vr4xV/8RXjooYfgH/yDfwAvfelL4Qu+4AtAaw2/9Vu/BY8++mjLeh44cAHASm1akSWHIBMpwZFxO2YrhmiCidsGIwNYquwiYoLq0MWLxhuijVbRbfWuLbSsosOUv43QvsMG0RtJhg1cD9+Ncf9mVyly4OCPnaJnaB1Q2bKgcMHzyVu8YDT3wsd5cyTOQuC/F2fYQGOOv4P7lyidqbGRAq2F2k5AAEBtc3WM1iCM+wXDB1j26bXcZMzj9mP5svCmM1yf+Jn4EG8SWUhkoEE5gYgWZdhwEN8qiOWl/efEesSQyYRE/85/iX630c2DJFBCOI88KUkJbyzOzXiSqN8o+AjQ4Tgzw8bI+XMhh0ZOVtKHYPwMFLaN2QdlgXTMelwgy5N7gjbpNjcaSsmcwoQN0HkZNvAeJ977kfyqJR9Sc22KHIR/LiZsxBk2Fu334OvC1SfrdpyJOiT3wSXrEclH3++FGTYIAVQ8j5bDBZviPjULFmHrDBvceHIZNhbFlObq7nkvRTqECes8JmyUZhOYrQ5+J5Y7Zt0MG8l+qaffc3Nt0VlEVGAicqnHGTZsUOmpYR04YD3OYQPChkydRPMiccZepB/gIGT70SRhoyTCsgBSnV60f/GFuAIAdUb1DBupejPfJvVJXVIibVu27aHkFnu0V+AbLx1KCRsGTCAPjwLH0T5SgFTzjYlEGd4TTwX2nCQUdCeUYYPcGo4vu0kHp3LzrqxbIpuXWt7XrC5ObIrMxTfefnCio20zkow9O9hWgfsrs95Yp3WEDZdhw3uIxzYyAADVhX8Pc4jpuwK7ArFTexOe21szCRtGSNgwdYlSIlSQTSTDxpIjGWMvTBI2YjtXpYM8zrCh4Aq0ccQF0ybDRu6ZPGWnBgDjzzFAfuaKTnw+wz9d5qb6N4Sm7c5kydr9jmTYkBIWSnwCXI1tm0/utvScDBs0rVnWGlfqJGu/wCbDloHnI8G8H2gNpI4W+PebkGEj5UMghI3zBbWlEThdbJF/bGcoOm8d2BXYDBsG1tXvcjGKQygxdLpXMuf2Utt5Y+yhDjXh+luaYSP4qOpl2Fiz/1g7V+a8W6JDluhitcDF22y6JxpGz6x8ngMYyx1a3DqEDeLvMiY9v2rWQeBb2rJfWiPZ7xsK7V1m2Mj03deaExL7/RJd4cCBA3kQEzYcnvKUp8ALXvACeN3rXgdvectb4Id+6Ifgp37qp+DzPu/z4LnPfW6LOh44cBlgA+ex0Rc9r9PODOcIYwPkJ4gJsQEMo2wDx2Ur1BbrNF4jw4a7STAKEMeZSlgii0S5KOwXWtVE0LnOV/xFz5N5p8afT7wzRl5/9fiL1IGTEYRb3O8tDGkmPddwmyX9uCTlc/6YzxA2hH0kccCSNkdGwrAeM8cBEUt4IhoTeSnJsAEdmH5+PWKI5mYmUYqrG/25MmGDyHX7T+mNxQVBAxxhw2gze2v6TXP+SNa7KDiioFz8U/ROLhK6MKAPH/SbG8mYOuCfeE5NZtiYaz/x+0vJmlhG1JEPuXMN/6xG2Kg1R0oIG4X7r2g9TmXYmKnH3Hy0LyvLmidArWCK1oQNSYaNQjHVRh6l1rjR4M9VRoHqaIaNprIwvlHW63Z9krzTjLDB9ksdrG6QJ7eG+40DETaG8k8dP5ebIUUmcSShPpd8Xaca7DpF8yL8rZDERDJsWHk7RdjARVwIYUPcL/hM479jtiNsSM6GwrZl90ut843V2ZQJesLJyvQ+43KD+MyEycMAiLBRyR7CNR8HYeI6dT44pnRfCsEBnSW2aAXRGRsRNpQCCNfJhUeq2vn8S9EvZXsTPx/R3sfadlAf4QwbJ0suiE1SXOB8br3xpHD/NsPn8xk2sB1J8XUoIiOEdvrq2exVp67PJGy4ORb0L200EosDWcCvu8o2nEmU9JHvIgXdyRIcdDxh5iGzSTB2rkp6FsmwgQgbALoNYSP7TJ62EXKEjdIMG56woRsRNpj2E/XWtrnXMvnY2s7jCRtuiiqcYWOmfpy8nxhz98RwbrPrq1n73XNcIB1UPTflIL7TBeMmETZSPgQnVwGAXjZ1l4K1Zy3wj+0Na9qpD7RFTNhwVzj0xsCq+l0uWGLs8rouOT/tYS2weumFBo9K9sckYcPUI2ysOYZy3/X4O6Xzbm/zF//cdk+J5ItDg9ibvRE2lvgQc7HEL4uxjzmyHHs7A+ySsLHQL106JyTyaJ8y68CBm4VswgbGl3/5l8PP/MzPwIMPPgi/+qu/WqtOBw5cKOYDeJXCB0h8SxyAX46aM2IxxAQUYBsbwDCKUrmRQAlbL9Cg7G1KxqBNm3Gg2i9VqcNQpgsQjzJsJPqlmXIxCrymH8fBzy2CB0eHqRljjf9+ykeXGB+uv0bODFQuV+9qCmUyWL7ioTHK5uJ/Io8ane8UPktAJcLGuGl4zJn2C25qnC0X0nMBVPx+SJJaREDvYYNySggbyHmvVHo9jtaCRE4l+xeidSH5LvpZ6UAoNnqlSC3SDBt7I2xcqvMHBVAUBYhnomgfbE3YqLlXZNYB/8RzqoSwscQIndzjWgVIM8/gn9l9fxA2hp81CRvutkYFq6Sdv0mEDaV2TNiIz4zo9urutCJhA6IO82etyJG9FmGjESF7U8KGC7LSaN66W8D3QthYOcOGMSC7WJ2cFaxsVIVrghA2UIVS5bo/uTPfTSNs4ABb3zSzPWFj4pISaduy+6XW+aZBhg2ii+oow0YlewjXfPx52lZRti/5W8PjDBsks43rN/783MSJyBAal+xNJXufC4pWSlHChiN3zhE2lgbOE53W6ihGAc6wEWxnkcxChI3hcWaelpARkPwqzrDh5ljHZNjQEWGjxcUxbN0K+sjts6ctM2zUsnNhW+MV8U00JWxI1z6j37cmbLh9pRlhI2o/S9gQjHdrO89kho3ZMcyX98oT26+GLBvosxRK2h8yLUUCfweEjfjsjYHV570Fa+UiFUh3ZNiguHE2e4SbFiB+N4MQNpASrQHW1e+ygc7tAFXquuj85NypOwl4r+Ur2xK5hA18QcRB2FhW9l7mL/656fz184cNlKhY1Fif8qVt5O9qPS+W+GUximL7doC9nQEOwkb6nfhns5jKAwcOJFFE2HA4nU7wLd/yLfDf/tt/q/G6AwcuFNaBCooaTCNjbXBspp0ZLjiGD5DvAAygwOYQYDtJ2HCb6CJDkj+JQ/DHGf+51tGmzTkaC+pgkCN3eIdrP3LeMv3STrkI/UKAspDMBqGWphj134+dscx7kVElRqpOPGHD4C/6co3pWcNNdcIGueWwonJo32VMR3/WyrBRmt4Tj7ni2i95Zvz4lOGZpuuM5r5JzAsRkGwxKCgHNOKZIDmCndSTZaFgH3S7KTcfMWRzE7WfrH/JoS7qO//9SnOYLM0pWRPq4bcjfGPxVP+mggakY4/mGk59iQkbXNlcylhure09HXJRgPjKKa9RweHfxVfXgy+/yV6RWQf8E88pYwwKkjOesGFwQCM3ZzkjtFB+1ZIPonnE9EX2XMMRuPhnJcJG3BWp1OEGDDu/+MLmn6e67rgOAMATNpBeyg3nXmRcLUMqHhtCWseyH2VwwD9T+oeUsFFxCmbr7jIwhA17pjFGQXd1AuwYqVd2AiyRNOi9VdNWp9aaMdBC9tFi03OtmUGeTETjP/Nj6INKNyRs4KiqDQgbDtPqZJgXGt0KXnaWDGPjhyO22UQ6ara+WwF4vUv2wUV6E7q5H3rfGUXt5fYy2XKOCBv+HJeXVYXru2k9AK3ZzPbjvSIlI5cQNrCsJBk2fMC+a2edwCKOQDVL2CiW08Fu0dmMEcOwj/fHqfMzN+/KzhCRzasgAJ3XaVN2BabOqgsmEmMCuWBkkuLsDQWEDTu/jFHDXgZj5Yqee3B1JoKfi+wK2JZkPwJHhjzniS8/xwJhw+DVjDJsGGOa6Cl83ZbLJvDd24Wb4JdUOaG7DdUwqYfoz1oXk+DLsJgMG3W36Ey9NJmRInxnbcJGsb7OyCZC2LD7ktYTaxy/MaGvgInnUUGN7XvcKjZwsj/RXskexBnCxkQ/uieUOons7iIfD//tUDcCNX5mZcQmewy8Nlm7zYXA73Goyw/CBsVe7FlNwO2DR7DaxQHLnQ7ZQ/q19btcmHgfqKBncX4A7pKhJWfsFrhh6zFlgx/tj9g24C6IMGkb+hSSuhis3HfkiF3PZyMqukgXqwM+3mbdehCMLnwA+ntNwkakK9Di2vZFShfVRrNnlGrlZvg3t+iX1uD6fQ/1wT+3PJfIYgFh9EzpOVpkv8/UFQ4cOJCPKoSNAwcOQKTUduPPwf3ZbWbRLf7+cNWT50KsjsuwoWB02yBzo3+63CVBDdhxbjdlpb1x3vQqj7CxqA72RjdvjIgIG3G/gE4yj2MDa61+wQjBz7QOuGxJub5Pp25TzrzFLJfBjutAn0G3mykFqVtH43oTpbOIFY6CjCrf2gYAaN7aOvpix87oqX7EN2LjzyVjPj1HUo7DqP1kXqj0M4lyp4w1pM2jjDdjUosI0S2q+HM/R3CGDelV2WgMDckKlJ6PGDIjEW6/Snw+gTgzT21HtvSWkoRcByYz0Qg40K9ihg2/ly3NsDGSU/s+NErWO5HBKvHdwnIBMvsr9sYW3DjNtT8VFN9qLGfnVDxPex0kam6GDWlmBLIHVQrCS/T18IfEM140LVxH8c3tDeYIKU5yO45A55DMO6KXKeY5JB8JYWNBhg2f4GvlGwldnyrIv60r9Z7J7BkLMmzM7RUVp2C27i58KaCXos8xYQPJV+neXKM+AKMzKUBdozpLymsg+zDiuebn0RoZNlygtTZ+3pru7s6wIc6Eg3V6bw7RZfoBltNuicd2i/jm/ibXd09jpNMze1mZ3oTOjP47Ze3l9jJRncgZjsm+KHpP+Ke4X2pk2FD1M2yAApphw8QZNkIfLUVMoCI3YicIG6AAupMaf3lZ6eBe2tl+GjJsTBA2EntE0bxjq4b7VOGXLngVY9tL2W2YDBugTqDsgGhjAFw2rtizE9sbltYbn/nd3qXdv8fvpH2N9Lh+og4FdgVK6LOvX5phw8xk2PA6mlt39fUUFhUybIAKevSSOASWtB7Z8OxDoVD8eSG0wfLzargsC6B9hg2sr4sybFD9Ps6wsfRcgs9nAPOEjWoZNoDKJrxkSYYNwXinzufDH8qq6jDKsAGoL+bGcCTv58e889ErCiAnw8aCjJlqdFmX+0PZ3lQDEsLGTc2wgWXiQdgQ2LMuzGaPIdoHD1wEaIaNgL4iEb4NIj2rxhkw9onM2M6l9onWuGnr0et4irfBE3+qmws6X+/jdLE1+y72lUnO7bXiSkp0sVrg4222nL/xOc6hfuxNbnxStXJNuI6hU50/U62aYWNi3m3VL2sAnwFwv++hPvjnLjJsCOdIrTnBxUawcWEwryscOHAgHwdh48CBakDG04kb1wNDMVaCqYdhxGj0FtD4tsHgvG5O2MCp5sGAa9sowwajyNepg32Ha78OGTYkTn2JApJfpy762Bkm6U2QuQqV7PnYWDNtWMpV/Ln+YucvvvWsmyBs1Or3Fix/nSYH4cA1ST8uCbAU9RHue7b9kmemy43Lpm2m4x/WY+Y4mEiu6cT6xYQNqZMa9ZHu59cjRlZA9eh2bEH7BWunBCPj6dw8wnJdCW+vrRHQ1KlRNp/ZW9MFwfX4594PjZL1PjJIVgg+KtoHuYw3lbInVN0rMuuAf8aEDR8k12ufYSObsCFtj0jG5yFfxhesozgQuMEcIcVJCBuV9l9RH3EZNhYQNraScbWCKVoRNub2iopTsI084kj+9kxjtAJ1ooFCbcc8rZdsRtioKPswVjfIk4noNw4/b5UN7DrthbDhAn/7TPJ1YRVcNWYJGyTDRl62BbZwnGFjRNiI9sc9EDZaOG3wudp/p6y9RfpEROZfSthYpH9VOt/4AApU1Mmu997I1xd5J9JFXZ00REGoBU70qfXIZthwhI3CfcldAgNKQWflkE3igCqIsuoOFXB/8I9UtfOFl7paAgnCLiFscHsfsSOPBOHwXdVB5zOsGEIuIIMY2xuW1pvotH2oioCwQbMUTfRdERkhZc9we2ufJ778BUmn8JHRYXrrkGFj0BsuhLDhvnoKGTYUykArhSi4K7aPV9blNCK8Gd35DBvKNCZsYH19si2ptQwQEzbWyrBRjbAR6eU0w8bwSy/NsCGwSZTAEzaceMJ9MbdX4noLzyKuBZ26AiW4lb3sXOn2yoQrv8VFVhm4mwkbAOBlq+4vpy2tsBd7Vgu0ll8H1sMkYWNNQm4uOH9igezPPT8tOmM3wE1bj5L9kdgGEhk2FhE2Nuq7Jef2Wrb5NX2Okjrgn5vOXybOqYVMzI1PqlYuya5U5kPMLptbd7HdGdbvlzWwtzPArgkbrWz/gnLxz2YxlQcOHEjiIGwcOFAN+NCMlKrY+e83s9iZQT8fMaz9lZKJm+h9YLMz4I5rVyVAXqnwT9D+NiWj18iwgZylAP42LYj7xYTnRcpFCRsU36CFEIzVtA4pJ5f0IEqmlKHjbytBfzYibIwyvsS38aIMC7jeuP3FtxSbxFqrqUyPyEFjj5qoH3uu74TGB26OkPox7SfBBRmOs4lb/EmbR/POPZMb5IVlS5qINiJsiK6ko8E+o3fqQsIGJPqXfD6FqO/QDdo1QIynUwH+nFyXyETqpaWfCeunlAKttQ9qMjqDsKGiNbVgre0BkvVedc+q8U7xldh59Uhmv1nhthu8L7kyAdCcUjOEjZn5HzszZHMzpU+WyQdJkE28vhbPNXztJsDiOTJKtc7UB99Elbodp2ZWM9HamSBszI3/aAxifaJ0bIQgN98UZCGIb4JN3aIzeiZRno7ORlLCRuEUBAChXpYNHNCFlS5HGAabYQMRNlqO+SjALjp7wjA+tTJSkLVJ2oUDw+rqRgDjubYaYUMp8AfUHmXY8LeA74SwsWGGjWl1cqzTq9KsM4SwEd6JI8RHGTZKUvUsBGnbxF5WpDdhe4afs2XtZfcyUZ3oeJOzYYYcjM9DWYQNJnuopDwSQIG+WpJhIyZshMsl6gWOT6n3uFtwnTq/V5TuS+77HQp4BUrYCOl1XC3t5wn7TNWbKmN73/LAqJRtb7Bf4jIYO6o7L0NE2MB2iB7PrdjesLDeeK9we5cZZIXx5E7ORoY/B2D7rsCugPtulGGjW5hhQ3EZNpjMNmsESBfIJre8ui7cZlmUYWNyfdVbL+k6oAt0oANN9gf7r6rDkdLXJwpI2akhrJHScwmXKc4RAf3YVLu1NCGbICJs+Eu86DMcUudz8nlpjY2GE/rdWALW0BdzvgP8uRKNuWuxUif/vCjDhtguhGuE59f4r/ZlonfVRi5hI7bbXAo4H0J3Zc+UR4aNeXvWhdnsMVLnLfz5gcsBljueOA4APaC9YiMC3CRiX2yFQOqRTySDsFE1C3Embtp6lNw+j8cKZ9jItdOSMVeJz1dA7ryLv1OLsLHVXsTH22w4f0eEMKC/tyBsRDFVw4f0mZqgsl+lCRuVLkuMwcZ5Jfyy1WP7dgBJFqGt6gNQ8/y8HBLZxPvTKpQbx9tMzM1Ln48HDuwRB2HjwIFKUFipnbhx3Svi/jrH6FYEZ2yP2Ir4+SGgMRhk/Y0lNrC5Pgs3OCq80xwVoTVAuOxHoTbRsuoQNlw/OY8MJWykbmHE1fBBGTEbdJGjOX2QMX0w1OM64LJFfYH6lDU+cLfnMYYlEdGAvJ/+zX9PM+XGAZaof1PtX5b6HK2dFjefMOQg7IyO+wWDW48i44NkjjA3nc0+I3CcTc21JGHDZ9hY6HVE65quX+bmXHGGjRD44WQlDu6K1yOGSCakbtsj5U6AuxGn0hyOA8T5eYf73vWB8MZi187SG2i1DrdbmPkg3FGwdMFa2wOS6z2aQ+yeVULYKHkndwXvgj00KXe4vbI4GGy+DvgnnlM0SC4zwwa3J0rWV80sUgJ9guuLxYSN+BrR3DHEfqCJvsvJsDGlc6SeX7QesXz09iwDRRk2VpZxrp24T5eswdYZNrg61ZqCuAzx+pW9FOxLgeoQNghXK0rYKM0mMF8hVB/wdcJ67zoZNpDsa3BzNTfXzLLDyDSMobLA+/0DYQN8UGm7PW6yfq5uDisTNnCTpzNsIJ3eB2eaMv2ACAkUYMcQNgYWVQHzayGkOr1k/+KBziX+K6YKITdcsp4hv8h4Mxk2BG3j+m5yuRfd9B/KwjdeOpQSNowxIcOGnZvauMDxtO0tB1PqPVFr8J7orzAvk19BK+2gO6FgeZIxovfP2ArYzzmyQKmdz7+UKXeJQuFeEa9lHBTOETZs21CGDQMAcMIZNtDcYu0Nubp4GHw2wwZEshIie5F/nKlDgV0B913IsOHIkAsJG52QsHEhGTZcNg2SYUOrqa8kITon1lwvCWg7Rr1xZDLbHjCNMmwk9PXJ8U7YqWGwHwBUOBqj8xn+2du12SzDRiSbqHqrbR060Xizdudqc0TDFQ6CwoSNObuKr4OCKQIdhitKdSefOU9NtYXdB+YRiCAJV/7GN8LHOj3GjcqwwfgQDsJGwF7sWS3Aya8WpoQDbcFl2NAAm8vTaXAxAAX+IWbNcq9k7RMr27Nu2np0Nklphg3iSy3JsIGD01ccw9x5F3+nKK6kQBerBnxmhr3sibFfAKLf69UtOz6pEjTj4zBgkvOrah0W+GUx9jFHliN1BljdD8LUB//c9FwikE0t5qnEzrNEZh84cCAPB2HjwIFqSBizyecDwmYWiAbkp+aMWMFJSQKbURBynGI2VW4RWUJ1noww3GKl7Z/Xy7ARbnJzZTjHJN8vTQISUZ1iUSrKsCEoVxJET+Yd/skol7mKP+/4TjvNyW28uN66okJJ+n2ejLD0/cb3ZbwGZf24JOWzrI8k7U8QCiQZNqSHxhFhY9xHImDZgoloUxk2RN7Y8N7wmGHXI4YsoDpFiEHlToEjWa1N2DDjPhLfWFwQNMARNozOyLARO38uNL26ZL1X3bNqvJOL6CrNsFGwV5ZAMqdohg2TR9gQE6gwEvKlQYB0XI/mhI3cDBvCvsshbGTrXIYaEEV9NJFhY64ee5FxtYIpWhM25jJsFE5BAGhjDE2ucQB/pjFG2aC6sP6bjjmjl6xO2Ggg+zBWNciPIpf8xhEyxnRDYNep4+dyM6QybJzsncR9bra8siq4avDrFOmr/pL9mhk27DtdJiT0TMgmai6PsCHtF3yudtlaKxE2Fu1Z3NkwUw4u0r9qnW/QjZcOJ7ve+4yzMnmnGWfY8IHjFeTl1HrE3YLr1FUibAQvn5ogbLjsBwsIGyX7ZublKNOvYtap5DIOFEBBMmx06C75foKwsXSOEJ3Wkkptho2UjSlpLwIYbMhc3xURpRI2H+X21j6TsOE2mNCnlLBxtp/VW3diVCKTOcJGUYaNqfVVcb2koC0pSYML/g4BRG226Ey9NGmnBuAIG6UZNtxPRwRsRtiI2p/KsNH3nWy8/Svb3IgdZ9iAFGGDrV++3OzsvtypK/+8mmh/2bmSCaQjn618nnClRjoExo0ibHA+hJPzXezb/rwG9mLPagGZj/bAJYDcso7OMT3OXrdH2cQSY5fXNff8tMzHUR83bT1K9kdiG0AZPUsIG/jnmn23pA61bPNr+hwldcA/N52/TJxTi0sKtiImcISNJT7EXCzxy2LsYo4UYG9ngD0SNnLjRGrNCYk82qXMOnDghuEgbBw4UA3YuIuDb6JN3scjpw/Zhs2wETmvE7cNThE2ilK5JQN7DYAPtEXvVaQwWoWSNF3RoSG0PzhvuX5pplyMbq6LPl6DsJHpjPXvTKQcTI0P11+jDBvQ0c9h3M5qCqXIqb0cZjTXeGd0KkWh+yzXIG2MAdEtD5L2M7ehccg5NA7ti/oIonkhxrxcW0TYSJDM4uAubi3I5FSif3G5k6gUQMFAbDwle4rtAyW8xfsgbFRBtQDxgnKz33nXEzYyM2wscWYkCWFl8mGJYXBx398kwgYA4KAmUR8dhI3ke/DPu56wwZE+NSJsXNH133TMWcdvCCxeJ8NGfdmHsapBfhS5ZH/vExk2TjshbKycYUOsTqT01dKsM0nCRlQ4+rfRZnvChmpM2FDdEIk8fLgdYYM7G2bKwUX6V63zTYMMG1gXdWOmwcmvbQgb4exSti+R7BGIgKAxeUxHhI3EpRVtnIj1zu2ivY+5jMMFAOMMG9oYPsNGfKnL0j2VDr6t80DYMBmEjeE1TN9VJ2y47FWZGTb8HIsybBj6d7/uLoWw4b/aef1ZGTXxhTRE66v1xSQ4y4kOhA0FulGGjUy9lNHvnX354ggbSYK5jlTI4ReaYaPM7lxUYzORYWNur1wwf11RJMPGBCOqRF8LRJDU+t02wBjP5djV5H6/yYSNI8NGwF7sWS1w0wLE72Y4uaNAgVJh/AhhYyMC3CRGcQj7IWys3V03bT1mEzZch5uDsFFS9lZ70R7GYAQvXxhFruIi34qYcMmEjaLYvh1gb2eAg7CRfif+2Sym8sCBA0lsStj45//8nw+OR/T/P/Nn/gx55u1vfzs897nPhac97Wnw1Kc+Fb7ma74G7r//ftH7X/rSl4JSCr7lW76lQe0PHOAQBd9Exlq/mcUZNqI09ePNLzxvDL6JPgQsSDJsLEtT5SIZaIYNp6jrPtq0GeNGUR1wemqAECCOCRtMv0wqvh2MnsmolC8bQ/vgZ6q8cMG57NsFwYOjOvi6MIYVJoUz+UwSnMg4r/FtvO2CcFOOo3rKoeLmWhy4A9P9yBmk2aqiz6fnCBpztv2SZ9DTRjDX/CtVWI/eiRXNCyl8X3cwBKr702d6jigVPJyTqeZDkIKO+tW9kxtDWUA1bj/uL0H7cZvJzzpzmKSTVFPzLrTBby9Ibk5WJxU0IAzWwXPNGJMkbLApMfEchPm1tmVqTQlKAsRLpkvRO+Nbw0sC+hJyZ3XCBqNz4TllwKBbjUOGDWPM7PxnnRlTzUndzlk4l1nDICYHMX2RPdfcOxsRNuL6pFKHG2PY+cUXmCgr+o5o7XCEDWPmZdNOZFwtQyoeG/wzNe9Gz0DiGSFho9IUHN6VqbsLX2r/gYMzAUiGDUzYQDpRk3TDTICSYQgbprASSZ3TQLpfKs5xbq6tmmHDoPnfuaDSDQkb2Bm3E8LGaMixTu+/U0jYQEKCZNjAhRvjg+4IYWNN3ZLZE0ayP7F/yfsFnWnczcCqsL3Seie/G8abEDZM3pjjsuR6ANo8cs83aK8waL07LCJsIFlJCRvDT22sPK5xu+qEej9L2CiFCnMQZ9ggXY+y6rpnRw9x867kDMGd22sRNoyBMFG6dLswVBcsB8b4YGQAoEI1ttUsnSNk8K08NM4WNEPYIHrcRB0K7ApYfgUTniNDnvPElxkTNgZbBf27BqcH1bdDpuvFLE5p45xYO3VlGTZE58R66yVZB+d/sNt1yLCh22zR2XoptlNj2447xwD52ZqwUXxOJPIvtJ9k2LDyu9f4mQnCBmN3rmXrMWDgCv9uZaQhQbjcOTwiugnWuH8SZdiYrB+7D2QgVU4Dv0gOJBk2jNNZYGy3uRT48YuCGQ/CBsJO7FlNILAXHrgMELtQnGGjgR2qHhj9viCQehQnMBcngT5ew2fDobU+sTZSNvhYPhLbQIKwIbbTtjgzZ4I7V0wSNnJ9PNx7auhihWDjbTaVO7EeDPT3mnbzaA5itOwL/M6RvytlU63pj5DEeW3UL2sgdQbYlBwh8FeuXieBbGL9aUUFg38n/imJGbjUPffAgT3iav6RtvjKr/xKeMUrXuF/P52Cw+Hd7343fN3XfR288IUvhB/7sR+Dpz3tafD2t78dnvSkJ82+933vex/88A//MHz91399k3ofOBBDudsZFCYswEiZ9RtpHCjhvqMjI5b7u3+PipzXGgJ3ITpkJ8pdFtQwDpRQ1lU1/FlFB420Il+rDsPvrh+d83aiX1LBdqqCcjEy6NOPFdA64LJFB1H3N0XHtOQWs1wGO64D+V6cIcaTGtBNiIq+k5J6Em2RAq2FGgEKo9e72wOjtuHANVE/nvPmGglOnZojqVsYuQwbmFAgvelMpecabTOddy4LicHjLwG5NdeEdY3Xbx/JyqwMGypk2IjXI0NekskEzhkrmYf5N7flgMgNyTyCLpDMpAFweP8quYG21+DCTow2fu7lZthway2WU3s/NKb2BPf5qA0V21a0D8bX5+Er8wrqwRI2SjJz5dSBmVNxkJzptY8ry82wEe+JPND6qiQfpuba6JlS40t8c/vCOSLdEyUZNiQ6R84+OLkekXyMP5fqAfEZINbvW8s4jc40e8ywMbdXVJqCAMDLqSKYxBoHAE/Y0ArUSQHW39qOOdKrAcDplpiEvW6GDdwv9fT7eK4p2951MmwY//luM2w4O5zWAMZQ/bZhFQBm1ElGpy/SD4ictv+0mZDwM0nCxgYZNvy+zexlRXoTtmf475S1l93LJHXC463xZRyFGTYkdaiQYQMUkAAKY4bzzckGjS7KsKEiwoatkwYnv0IfLUUsssiN2CnChlLQndyELNuXwm3kihA2SIYNE2XYSOwRRfOORXxun7ercEjZ9ujeh+0KkR3VZyE5octFAEx3CldHpDJs+H5aWG985tdhXg//Hr+T6Mk+I4f9J3c7Z4FdIWWnBpulZXmGDZTlxehQW6ej2c9b2CGTKL0swQ2JUnByGWwWmWAF+9HINl0um2gdaIYNZ/tXplGGjdwzObZTAwzfMXqUYWPpuQSfzwAQYcOskWEjrHe8ZF3WhyHDxvx4p87n+PNSxBk2APfF7BhGdmfBmHsJq7qQYWNiT2T3AQHUSK7jP64kjxhICBs3OsPG6SBsOMzZsy7NZo8hsRceuAxQu1BYtyTDxh5l0ygOYfm5JLwy7/wUn7E3u/Xdb4k3Yz3irC+SDBu9GnRiY0x5ho3GfrdadagVV1Kii9VCC19vMUYZfID+XjP2JjM+qRbiDBvet7Riho2pOK+t+mUN4H0X9/se6oN/7iHDxpRsajFPJfEAUt/EgQMHlmNzwsbV1dUoq4bDP/7H/xie85znwM/8zM/4z57xjGfMvrPve/i2b/s2+LEf+zF47WtfC4888kit6h44MAGs1BLLM3kqMBSjQ3ak/MYbZLCKx7cNBue1JMPGsk00lB3isY3/XOv40DRN2AAIzuvcOhh3gEtl2GD6pUlAIqpTfJDhbv/MVahSz4++w90CVZmwMZqPAqJI3M5qCqWEsFCC2NFmojUIsn7UfXotS41ekkB79tAseQYDGbrcTzxmuB6qU6PxT2UhkYGRayQoJwoqE3ljE877eD2WEDZS899oAIkzmls71RzZUhmH+t5n2BAGQ1UIaFKdAn2tfcCk0SHDRi5h41LTq0tkfN09q8I7iYd+QWANU48me0VmHfBPPKdiwobLsJFL2BAHfKfkd6F8WHWuLZLZfJ1dXUoIG7V0LlEfcRk2FhA2nIqztoyrFUzRirAxt1dUmoIA0MYYinUUcobQ8xk2mow5q9OnM2w0I2yk+qWifr+qQX4U/WzHrTd+3ip74/6p2wlh4wqZBvue/t6wCq4a/DpFdghGp19ceNeF88AFEDaaOG3w+ncZNmoTNrLqFOSAxLYzVwdX/qrnGyxTDACokGGjN/LLDeJ3el3UoKDlSoHjU+uRy7BRj7DhS6aEDdPbvxoUTM/bnlqcmUb7o7e51Tv3UJsiY0eFMAgdGqxw9QEA9IiwUcveQHRaFxikZgkbQ/u0f374nJmnBesOt9N/RV0BGIBT1+eJL7c2OzwHEWHDkQVMtO4qEkuTkG+WzPfdV0OGDWXUxBfSkK0vZr1U0rM0ynIyyCZXjmmzReeeyZPyQnt75toZNor125TdHTRZsp6w0cts8yIfRwG00eApV+rKS8ihL2bqx/noJsbch8x2J3BkLzXBiCo7V7ogngRho4VfJAMxCRvjriBsuAwb/eW0pRVY+2qmf2yPaC2/DqwHsp8iGUQIG631uyUQ+OLzX5l3flp0xm6AVPD+FvWoBcn+SGwDbn7qfL2vyZk5E0vqUMs2v6bPUVIH/HPT+XsXEjZKfIi5WOJzxNjFHCnA3s4AeyZsTM3BFvNUIo92KbMOHLhh2Jyw8c53vhOe/vSnwxOf+ER41rOeBT/5kz8Jz3jGM0BrDb/xG78BL3rRi+DZz342/OEf/iF88Rd/Mfzoj/4ofMu3fMvkO3/8x38cPvdzPxde+MIXwmtf+9rZOty+fRtu377tf//kJz8JAADX19dwfX1d1L4DNxdubrifjoChAeD6fIZ7/HO3AU5hHrnNrD8Pn2kD0F9fw5UZzpfuc2MMXF9fe8dseF7B+frsndd9f+1TeJ2vnSMTRnPXBSP05z57Xl9pDcq2K+zBPTiDsT6HQBOtNVz3Pdxj++SMyjojJ+Kd23dCSnYBdB+CmK6vr8EF0RvrnNAG4Hwn9Mv5fMcf2M/X5zBed2x9bB/5frnO75d77Jhfn88A6Lvu9k9jetIvToHpdQ/n89l/zpXbn51TUPvnAYa+U08cyuj6M5wAoNca9PU1XNnw5+vzbVInBzdHDJjxHFFhHsX9pdTQ705p1Wf3HgXn62votBnqgep57s++/X3f+/afz/Tz3H4/6R46ADj3Goxda/FcK0GYa3aOQFiz3DzCcOuxv3ZOX9lcO9+mfddbp3C8Zq+MXY/9GVTfwxUMcw23P/RRD+acXo8Yfq65+WjXzp3bd3zZeO70/TWcAEBrAz1aj+dz3r6pru/Y+iu4vn2dlGu9K7fr7FwbnHD6fB7KTiD0UR/sCab3faq19v6uXtP+dXLK6PEacTj1Z+gAoO/duutAgR7k/dV0+7sz7buTGdxr5/MdMBXm8PXtaM26tcbNo/PZ95ExPfT2NlPd87Lp1Nv5pdEa1LI1iOfa+Xz2TtQ7t+/4INzbt2+n10gkv7i9z601LMv2COe00kbD9TnU887tO3Blb952/eV0gtTazMX5Du0vJ9dF/XX79jDeysp+Y2bXIwe8J/q+wHtl3yfXY/yzBH5OmfScMmDgzvWdoItdnz1h4/p8DdoMuZj662vQifr49dhNr0cMLL+cjNe6z+5fDKxPjObatZ1r1+gZNNeu72TK9TuDXNcw9MsJYLKPONy5fcf/e2pP9PP3fPbyq9c9mD7MI+/LEOhcve5H+qo5GfLM1HrsbJs1hHmkwMD5DmrPnfRac7pFrKPFMk4yj0rg98o+6J9+XmTA9aPrd0fUvn0dZPx1T889bm++cx369A7qO1wH7qw+HOvvAaUMXF+fbRawE5zPPVxf5xlfve7an0X7owReh9AG9HU4M+r+etgRzZBhw0AXdPqF61GEayvXgepZfY/mINLdz33Z3urkfd+H85DRBrQe6xYAANd37oyjfxbgOjpjO8IonmvVYPdKgGGe+jE+h7Nhb7PTXZ2WnYdK4ORUDxDksjGhzp/5DIAgq20J3DoFGObaEHh5gvNZw/V1CGoP+iqj0y9Yj6ezXYPGQO8CiMDA9e3bAE94AgAAdOezD7q7c/sOGGXP2LfTZ+wW8PtgpN/qM22zk1PX57A/SPvlZMKZsbNr0ICBc0K/l+pfsW7l4ggl8kudnQ6hgr4Kwznc7fcSuw3WIa7xd6f0L2Tz8mfsvpedb3p0vjGRzeuq83pIjvwk5x6ku3l7IQzySxtlz5LXi8+SeD2ez9d+3+x7bTMxquFztCf67KML9AMKS0QBBedzWPu3H38cPkt1oEzv90dv8zJ2PV6H9ej6K9ZjOZ1LBL8/0nNP35+zdFoAIPYvrE8Y3YMCa7dh7Kje7qphINRZ3L6+9k6d69uP+74Y2wi7UX9J4HV6pfy8A2u/djYyjfYvt+6Gc4/tO6OgP/fQW3uh7umZ0a87fO7pZeceLL8GWd7BWQ+BW1enM2g96IGitp4ft7Ln5Mu+7q+9/Vvraxt+79ZdXRsOizt3wt58PoPSOquPHDnDgPH7ptIqe03E9kLn1yBnoMjO5WzTtfrozp3HbVsAbt++Bm1cJHgPWveQ0iFKcEropVM21ZPG+n1of/DxDOeQrrsCAAW3b19nqRN3znZ9wTB+eO9Pft6XnRmwvdDPO92D1gMTUeuzJzppDawfCIPYAqPztrNJlODO9R2fYcOoK7/3ErtNz9gknMxS8XmIl/cunqrHhGzg90Rs88JnoLlxGs4tdg+x8wvD+4EyZXwt4LM39l0BADqHa9Zus2ebLYbTS42iY6bspLvzeIMz5YXB9xFEPm0nlyv4YrcC2Qcjm+o91/dwXzuwQ9y+HuKABr8Zstv0Z+h7ndRX94DO+mKDntEV61nevw3OBz7tTyN2+vNZdMZugdi36Dj+d27fgSdcP2G1etSC70d0Toz3R2xH9ZdAaMi22XM6/fXt9WLhRr5rwTyqFVdC7DYzulhN/yN5LxOftKUf+8o4m4Sm8kQQV5KLkd0m9UyJDYfB7TshBvR8faa2LTS/avl+MKbivLrrjjyTmo9+nbbwCa0A7NP1/VtsR1yOO9d2LzN0DV5nxjbVhJdrug82nGgucP60kjpz6xGvwVi/x9+9xPl44MBayFkfmxI2nvWsZ8F/+k//Cf7cn/tz8MEPfhB+4id+Av7KX/kr8La3vQ2ur6/hscceg5/6qZ+Cn/iJn4Cf/umfhpe97GXwN//m34RXvepV8A3f8A3Jd77+9a+HX/qlX4I3v/nN4nq8+MUvhh/7sR8bff7yl78cnvKUpyxt3oG7BL/1W78FAABf8ZlPAQDABz/4YXjLrVvwXBvA+8pX/Bbc7v6Uf94pA+97733wVf8bwP0PPAh/9KFb8Fc//Wn4bAC47z3vBoCnwgc//EG4desWfPzjHwcAgPve8x74s88A+NjHH4Hfu/f34C/ZTfttb30LvP8Dw0b9gQc/AAAAj99+HG7dukXq+dB7HgIAgPfe997R3+bw/7lzG54AAK957evg9meG+n/qU5+CDq7hCfcAfPozj8MnHvkEAAD8/pt+Hx48Pwb/bwA4X98hZZ0fC8rob/7Gb3qjpgSf/5EPwzP+HwCfeuzTcOvWLfgrNhDvox/5MDz1qQAPf/DD8OY/fDP8vz5reOcf/uEfwIc/8nQAAPijP/ojePDWgwAA8NjbHhvq/5lPwa1bt+CBBx4AAIB3vOMd8OitR+WdYgz8/+w/X/HK34Y76mn+T3ds4P1jj34Cfu8tvwcAAJ/8xCd98OAbfu8NcHrKcPvS458Zj5XDww8/DAAAb7v3bfDQ/3zIf/4/X/Y/4eqzBvH952+/G74EAN79nvvg7Q/egmffuYYnAcDrXvMa+OTpgdE7P/K/PgIAAB/68IdG5X74wx8GAIA/evMfwYOfk+6vBx8YPn/ve98DX/MMgOvrHn7z1i348jvvhq8AgAcfuB8AvgAAAH7zZb8JH3n7UN5D73/IB+G98rdfCY+9dXjvRz/y0ez5+H985qPwOQDwB3/4Zvh49zg8GwbnV+57OHzewx+AZ3w2wGc+cxtu3boFf9nebP2ud70T/tCW8cibHhl+fuKRUbnv/8D7h58PDD9v3x7e84H7hvX57ne/Gx6/9fioXH07BBG+/LdeDo+8dSjjQx+kY/XNtx+HJwLAa1/7eniieQT+DwB49JOfhFehZ77hMx+H/xsA/P4b3wSPdQ/DNwFAf77D9pEb1z/+kz+Gj936mA9weOUrXglP+JzB0PXQO4c5+L773wd/8sdvh2cCwAMPvh/e/OFb8LX2sPAnb78X/qCXj8Of6u+FrweAT336M/Da174WvkQPBb/rne+E++4b5tH9771/6B8AuHXrFnzpO94BXwkADz7wgB+PGP/f8xmuAOB3fuc1fj0++ugn4ffuHdbjo5981M/HN/zeG+Dez9zrv3v74eHwfr4+s/31l24/AF8IAG//k3fAu99zC/6GATgBwG+/8pXwePc5k21+xvVb4S8AwAce+iC86dYt+PrPfAL+FAC86Y2/Dw9fnSa/K8GdDw8y2oCBW7duwYfe8SEAGMYYt+e51hj2yle+Cs52jj/yyMfhje98IwAAfPzjH2fb//985BH4vwPAG//gD+DRD31omF/X16I1+MB7B7n0rne/C9716XfB/w7/OwAAvPrVr/ZBua997WvhAx/4wOi7H/2jjwJAkF8f/djwu9v73Hp86IPDXL33rffCh299eLZOW+FDHxzG5n+95X/B/U+933/+st98GXRPHIw1uL8eu/WYd2y/+ndeDU9617Jgyk+8cdivH/mk7a+Hh/5621vfNttfT/roRweZqxTcunULvuRP/gT+PAC8/8EH4Q8yZfCnHhv0pv/rd/8vb3j69Kc+DdcfGw4yb/qDN8GTPjq0sT+PZbzTv0rw4bcM7X34gw/DrVu34JFPPAIAYU597OMfg3e98V3e0Xjfe94DnfXmvO3et8H9738//FkAeMcf/zG8I9F+1xaj7Hr8k2HM3//g+9n18hwb3PvqV78W/jf9AfhaAPjkJz4Ory7Y4x76gF0Tb78XPvSyD/nPX/HyV8DV0wZ94v3vHvas+957H9y6dQsevz3sU6977evgKQ/Jz0N/+vd+D74GAD7xyU/Ca27dgr/08MPwhQBw7733wnsy2tB/KgTbvOx/vgw+du/HAADg4YceJn3n5cZrXgsP3x70pkc+8Qg89tigZ/zuG37X65uf+fRn2H7/4MMfBACAt771rfD+P/X+UPbLXganJw2y+cH3Dnvlu97zLvjUrU95R+1rXv0aeNJ7hrn6pW9/+7BHfeAD8Na3vhUAhkDg33/DG+Djj3w2AAC86Y1vgnc/4d2jOjz6vwY99FOftjrqg8P6d/PxjtWrH7pvGM/73nNfNd0Hw11e8MbffyP8qXuGM8ydO7wOweG+B+8DAID3vPs9cOvTt7yB79WvfjXc9+Thb/d+aNh/H3r/Q3Dr1q1hfwaAN/z+G6D/k2EOvOlNbwKAsC996EPDHH7LW96SrNN73/tUAPhrcH19G27d+p9w331fAQBfDvfd9164deutWW1wjpTXvPY1cOdDw1z7/7P377+3Hdd9ILhqn3PvFUVSb0qiKFIPyqJEUbasJ0W9KUqWr+MOMsAgCRAkgP+AAMkkaGQ6GEz3BDC6EfQkQDfGmcykE3enY4/txGrb1FuWI0uRZFmyRFEU9eSb4kt8ShTJe3bND3tX1apVa9Wu2lX7cb53f36433PP2btq1XvVqvWp9egjjxbV+1t+fg+8HAC+fct34Iff/5jdT9x7z11wGXTOjQ89/BA8/fS5Tt/7z/8Znvz5kwDQjccL77twdN4cLm5vh+sB4Kmnn4FP3HgjvO7pH8FVAHDHHd26pKCb77/zwHcAAODuu+X5KwV2z/jVv4DTd3Q65tNPPQ0PPvAAvBgA/uob34T7v7WDs/3zN974x/bW2hJ888FvAoDTqx/+SbfH/trXvwYX/OiC4vQx9k8+Cb/Wf/74Jz8Bv95/vv++B6xR/Y4774YXnALYNwA/+clPJhnLEl7/gx/AawHgR7ffDjf3+e6eegr+Wv/7J/7kT+BwQd06oXjkkdMA8KsAAPCxj90I3/nOqwHgjXD33ffAjTf+pX3urx0OsAOAP/3TP7NOmI89/ij8xU1/0X1+7LHsunv7vffCpQBw0803wz33vBYAunn6kx//OJy7sBtf1/zwh6DgjQAA8Lk//Rz8V8+gPfYddwgp18VT93V7kla3cOONN8J93+vWqTvvuNOWWaPoBp/97GftOvLgAw8m1cv7nnyk2zP+xV/C637yKDwfOmfGz37uc52+d8jXv+75Xrdm3XZ7Z3d68slu/vrin38RLnwwPn9deu4v4e0A8PDDj8BXbvkKvLnfG958801w9z1dWW+55ZZuvxrBuUeR3QnbJO65V6yXj/y832N/4Qtw5ic/6fbYjz7q7bElPHB/p09+86Zvwo9f8mO4Bq4BAIAb/+RGaE418MOf/RAAAJ548onk/nr/zd1ad++P74Xv3PQdpIv+AF7+8u7Ckq99/Wtw/QUPwEsB4KZvfgPuuGXcPPLYY248fvzjN8Itt7wKAH4R7r77XtC625N/9rOftofIn/uzz8EPfvgs2ENHZi6Zv17UH94++ujj8MlPf9p+/5nPfBr+z/vOCdWsjz/44W29zevpbjx+/j/DY7tON7v/W66+brzxRnjksUcAAOCrX/0qfK/53ijZLmrvgg9CaPO64/bb4Js/ziuzcXD6/Bc+D+ce6e0Tjz0OTzz+GFwMAF/68lfgaXVxtx7//En4BKrTF/XOBXfedTe89McP2+8/8anPwP+p//y5z34afnbxpQAA8IanfgCvAYAf/vA2+PZdN8KHn3oaLgCAP//85+GxndNxh/DSr34V3gEADz/6KHznlm/Dy1/e6Sjf/ta3oLmsG9cPPHA/3NTL+vO7u73DucM5+OxnPt3b6RTcftvtcMut34VrAOCuu+/ybDj/VT+HfeZP/xRe+K1vwdsA4CcPPABfSOhT733y4c4m8dWvwYMPvgcAXgQ//NEd8L5XG8IGJPfNy859Fd4KAA/95FH4Yv/OLffdAm3v83Xv3XfCZdDZpL705S/B20/VteFIaJ5+2uoQn/z0p+HSm26CNwPAA/fdB19KKJs51L/11lvh7vv7ttfp9WKQYpP4had7G+Hd98Bf3XgjvO/JJ+B5APCVL38ZHtg/zSecgSee/Bq8Brq579Of/qwlbDzxxONw6623AMA1cOedd8ONN36tOC8Av3893jzY21Rlm9cvP3UnXAEA3/nOd+H7yEZ4xx23A8Ar4Ec/+iHceOO34amnPgwAF8Cf//kX4N57H02W56uPdna6xx7p9J4f39vte++6p5sDzT73jrs6HeV73/8e3PjT8XPz2WeeZm0STzzxMwC4EL70pS/C61/yBFx4CuBnTz4Dn//8F+B6AHj6qafg40Id3Xu3YJP41Kdh/5zyI+qvPfw1e9B9aP21+e6LjE3iZvjh90L5Lmzv7c6xznU612uf/j68HgDuvOM2+MZ9gt2m//vFL34Jnnnydnj3Pm4XNXvsr/zFV+DUCzqj0lM/fyppPP5yb8A2/QvjI8+YPeOfwePNDwfTqo2f/OQMAHwEVG/zwrj55lcAwJvg3nvvsw5an/vs5+C7P/suAAA89JP8M6Gl8PDXuvWX2srNPv2Ln/8iXPSTixaRbS146K86G/0DDz4AN954Izz4UKd/m/Oxxx7v5q977u32Ct+++dvw4I0PLiNsJu6+uyvDLd+5BR782IPWQfzTn/40nHreRtg4Jtz3VLen1q2Gz3z6U/CR/vs77roTvn3Yd2d299wNf7myuen1T38fXgsAt912O3zr3hvhhid/DhcCwBe/8AV4eDfu7Mucz1M/ie9993usn8QzjzjHsxs/dqPdY99zzz2zzuV339WPx1tvgYdufMiOx898+jN2fT0mGBvhn33uz+C2J28DgO48CtfpE493bfXlr3wZHv9p1zZPP/U0fP4/dxcWp9rsjU7/ve93bWwitX3uc5+DM7eeqVOgAfz8zm7P+Myh05nu/UHvc3Db7WwZtNbV/Ep+8lBnR/r6X30dvvvzThdpD200nRrnjxjUr+TH9/U+QDfdDPffeH/kzelw/c8etzaJh3Y/s98/u70XPgTdpR61xvh9t3Rz8F133xWkaW04fzHehiPhsXOP2c8f//jH4dsP9edR994Lb2w72+9n/tT1r1SbagruvbffA33723DfJ+6z33/yE5+E/cX+uewPb/th4Dv0sye7NvniF45T13zs8a7u/+IrfwHP2Xdno5wP41z42sOdveAnD3Xz7IP3d2vZN276Btx4zzIy/eynXRv/ly/9F/vdT5/4qVdHDz7QyflX3/gr+P7h+wDQ6TIl9WjG4933dGd9jz/Rn8t++ctwy9O3AIDbA5mzq/se6N656Zs3wT03hj48GzZs6PCzn/1s+KEeixI2fvVXf9V+fuMb3wjvfOc74corr4R/9+/+Hfytv/W3AADgr//1vw7/4B/8AwAAeNOb3gRf/OIX4bd+67dYwsbjjz8Of+fv/B341//6X8OLXhR3mMT4J//kn8A//If/0P7/scceg8svvxw+/OEPw3Oe85yxxdtwwvHMM8/Apz71KfjQhz4Ep06dgntv/e8BAOAlL30ZvPXsWYDf78JqfvCDHwC44DL73vcv+D488cgT8IorrgB4CODyK14Jl73lLOw/+U8BHgV45SuvgL+Ah+Gll74Uzp49C//+X/57eAKegFe+8hUAAPCCF74I3vqWt8LhM93h9Ruufj384IrL4WF4GF5yyUvgEXgEnn3hs+Hs2bOevJ//y8/DfXAfXHH5FfCRsx+BHOz/cAfwDMB73/d++MN/cTMAAFx44QWg2gbgHMCZ0xfAxRddDE/Ck/COd7wDXnVtC/AxgP1+58nx1GNPwbegc5T6lV/5FdifSZ+C7rz9P3X5XnwxnD17Fh79n7t3X/iC5wI8A/DSl14Kv/jGXwT9g65efvlNvwjfe8kOHoPH4I3XvBHedPZNAABw+4W3w/fh+3Bxn84nPvEJeAgegtdc+Rp431meCMZCHwB+v/t4ww0fBjjzQvvTH/7zPwQAgIsvvgje8c53wA/gB3DRhRdB+0wLT8FT8M7r3glnnnMGboVb4fSp00FbGfz+//f34VF4FN74i2+EX/q1X4JvQudo9KEbPgQXvKBzomm+/imA7wNc+ZpfgFddcxb2f3QBwM8fhne/+zqA5/9ykOZf3vmXcBfcZfsXxu/9f34vrK+Luvq66OKLuvr65CfgQXgQXnH55QAAcOr0GTh79iw03/4awM0AL7/sZTa9X/u1X4O/vPMv4W64G17y4q5vAgB86MMfgttP3w63w+3wgue/QCy/hN1n/weAhwDe/Ja3gn7htQB/1DnZ5KYj4c57uk34sy64EM6ePQs/+f7/BQAArnz1q+BlfR7f+fl34Da4DV7wwlD+P/non8BP4Cd2PF5w4QVw9uxZ+NM//1O4H+6HV73yVXDD2RuCfJ/+6dO2jT/yqx+BW356C9wJd8KLXvQiL4/9R/cATwO8573vA/Xz+wH+DODii54NZz+CnvnU/x3gEYC3vf0doC9+LcCNALtdI9bRR3/no/AwPAxXv+FqePvZt8NNu5vgcO4AH3j/B+C5V3RkpM998XNwH9wHr3r1q+Cq1z4IcDPA5Ze/Al721rPw6P/UjcerfuEX4KUZ7aAeuBjgcwAXXnQRvOu6d8G9f/UvAQDgNa95Ndz+mivhfrgfXn7ZywEAoNnvu752660AAPDySy+FS4W8dv9RARwA3v+B6+Gj/88vAQDAxRdfCNe+81r4AfwALnz2hQAa4Ofwc3jnde+EK95zhX33kdsegVvgFtg1O7G+dl/+XYA7AF7/+qvhqteeheYP9gDtObj++vcDPPsK9h2D5rvfA/gGwMsuuwxe8o6ztj+/5c2/DPrl5X340dsfhW/Dt2HXz79f/u6X4R64B1526cu88qjf6yxdH7zhQ/B//I+fBACA5z/vOfD2t78dfgQ/gude/Fy5/P/dfwcAAG99+9tBv+513XdKJY3BG//4RngIHoLXXvVa+PbD37a397z33e+FZz/72fDQQw/BddddB295y1uCd79+z9fhTrgTXvrSbv76D//zf4An4Ak71sx4/OjvfBQegUfg9a97Pbz97Nszam9e/M7/63fgMXgM3vSmN8FVH7kKboKbAADgwx/+MJy+sPMO+diffMzW17vPvhtuPXMrPPnEk/Ced78HLrn6klH53vrMrfAj+BG84AV9ff2uq693nH1H/OXeeK92Xf9qvt8ZBy679NKssQ8A8KNn/QiehqfhXe9+F6idgu/Cd+GCZ10AFz7nQvgZ/Aze9va3wSXXXAK3wC3QKDd/Uf2rBF/5wVfgbrgbXnZZNz7+13/+v8JP4ae2T73okhfBK978Cvi+6sr5iiteAU1vh7jq9VfB5a/oHEVe+5rXwGuY8j9212NwM9wMu76+vvL9r8A9cA9c+tJLxfGy/0+dbvW+938A1BPfB/g8wHOfczGc/dD4+eE//vZ/hEfgEbjmjdfAW37tLfAN+AYAAFx//fVw0Us6Q9+nP/dpeAAegCuvvBKuP3s9/OjCH8GjDz4K173zOnjZ214WS96D6g8antv3r93v/R4AAFx91VXwuow+8uTDT9oxcfbXzsI3HvwG3AV3wYsvebFXd823G4CnAT7w/g/ADx/+IcAPAS66+CJ49gXPhqfhabjuXdfB7vQOvgvfhWedeZZY77/7r34XHoPH4Bff9Ivwhl99g12PP/yhD8OZi7tDi49/7OPwIDwIr33ta+E9Z98D333Wd+Fnj/8M3v2ud8OLr3lxJ8/NnZ788iuugKtffzXcDXeDAg1ve8tb4JbPPQQ/hZ/CL7/pl+H1Z18fyPCjMz+CH8AP4OLndDrqx27sxr/pj8+6oJP/z778Z3Af3AevuOIV8CtnfyW5TlPx39z93wD8HODad1wLL7v4ZQDfAdidktdECR/7+McAHgR47S+8Fs6+9yw867vPgsd+9hi86z3vgje+uDOG3/xfbga4B+Dyyy+Hs2fPwj+7758BPAnwlre8Bc7+Qpff4493xsJLLrkEzp49C7/9278NAABXX301K9M3uu4NF1zQ6ahf+Uo3Tq+44pVw9mx8jaa4ZXcLHOAA7//A++HR2x6FH8IP4eKLLi7SOXf/5X8DuAvg6jdcA697zVnQv9eR/C996SUAd3fOjS9+6Yvh9JlnATz1KLznPe+Cmy76PDzywCNw3Tuvg8vecdlwJjl45JsAnwI486xOX22+9RWAWwBe/vKXAdwKdv790V/8COBugJdc+pKi8t/9T++Gn8PP4R3XvgOee8Vz4TvwHdjv9vCiF70A4H6AN73pzaBf+mGAj3bPn/3Vj4BlyhXg9q/eDnAXWH3oX/z7fwHwU4BfetMvwdmr6+whLB51Dngf+dWPAPxx9/nFL3Q2qle88kqAuwF2DcBznyvrXFOg6aPQvurKK+EVJl8UcfZXbrgB4LnP5V6thv5eAmiabg93223dOH3JS14GZ8++xMn6BwDQAnzg+g/CR//HTu7nXHwRvOPabo998YX543H3r/81AABc80u/BN974HnwMDwKCjR8+IYbAJ7//C7fT37SRth433vfB2cuuADgkUfg3dddB/CmNxWUPB0P//BhuAVugf2pbg/0pVu+BPfCvXDZyy6zZW4PrV3Tb/jwDXDb/rZuj/2CtD32/pP/N4BHuz1jc/EfAUC3Z7z+fd1eVWmdrX+ZPe+rr3w13HD2Brj94tvh6fuehmuvvRYuv+7yqDzqricB/gvA81/Q27w+Fdq8rnrtVXDd2eui6Txx3xPW7oRtEi99SWgDsXWx7/az73nf+0D1HfTiCy9Mqsf/8D/9B3gcHoc3/fKb4IXnnF3oI7/yEdg/aw/fvP+bAN8FOHX6VHJ//fKt3R7uspdfBrtrdvB19XUAAHjVK14B0AcP+8U3/SK8+JFbAe4BeOMbr4FrXj1uHrkf+QX82q+dhbvv7sbji198qf3+wx++Af6N+hq00ML1H7wenrrrAfghfB32ERtDCv7y/93l9dznvQCuPfvXADo1Ct733neD+tIOoD1n18crr3wNvOqNZ2H/x88GePJhePe732VtXmbPe9nLu/Hx4H//IPwMfgZv/uU3w1Vnrxon3GPfBvgEtnl9HeBmgCuuuBxe/pa8Mt+6vxXOwTl43/veBz+9/6fWJnHRRc8GeBzg2muvA336BQCfBDhD+sk3vtuNt8uveCVc+mI39m74lY8AfKz7/P73vBvgZV05m7/6DMD3AF595Wvglba+fuLVVwpUvy48/4UvhKte+wsAPwPQrYKrX/c6uLO9HQAALnnRC+DNvawP3vIgfAe+A6fPnIbrP/B+gBs7nebyl18Or3/9kwDfAHj5yy6FS9/Rl01rUD1h44Mf+hCoM52+/YLnPz9t/vrUfwvwCMBb3/Z2eN7zOoLxla/5BYAWYKcOoHWafQIAQN3+CMBXAF74ohfD2fd173zjC9+A9rbud9MHWw3w1re9FZ53+6eq2nBEoAO+D3/kI6B+3jlvXPLCFyaV7c/UnwEAwBve8Aa45LJL4LPwWVAZ9WKAbTiSTaK55ZsA3wK4/PIr4GVvPWvb5+1vfyvol5bvV350uwL4Shfx5v3vvx7+zU3/HAAALrroQnjDG7p91aWXXgZnz760OC8AgN2n/x8AD3f9Sz/n6s6m2sh1t/vK7wHcDvC6118Nr73qLDT/cQ9weAaueHmnt7/mNa+Gs2dfCRdeuIeHHgK47rp3w1veotm0ODxz6zMAPwK7vv/uR38X4BGAS15yCcAjABdd1NnsP/upzwI8CPCqV78Kzn5gfN/c/8cG4BDaJC64oLvI4d3vvg4uvPtZAM8A7PYXwHve+z6ATwCcPr0X6+gP/t0fsDaJD17/QbjwxeWE9EdvfhQ+2ttqdqfOwKUvvRTgUYCr33A1XHbuUYA7AK5+3VXwuqsY+R7/LsDHAfb9GY3pz1dc/nK47K18eZr/X/f3Pe95H9z2g3sBbgc4tZfLf9f/9a5uD/TOd8BFL70IvgPfgVP7Yb3gmWeegQf/uLOVm/6Fsf8/ngXw1OPwnve8C+C510TTmgK9HzvsduH4+PGPOz3ukkte0hFPNcANN9wAz7n7OQC3ATz3efPugUpw8+M3w+1wO7zwEn/+vfM5d8JT9zwF73j7O+AV73vFghIuj2/c/w24E+6El7y0sxf87r/6XXgcHrf2rOc9/3lw9uxZ+KPf/yN4GB6G1131Orj27LVLi52E//S//Sd4BB6Bq6+5Gt529m3wjeYboA8aPviBD8JFlx6f8+T5jB88/AOAWwBO7U/BB6//AMAfAxw0wGUvvwyuft01AF8HeNmlL4GXvHNdc1Pzzc8D3ArwyldfCVf80lnY33gRwE/vg+uuu7Y7Hx+B2559m+gn8d6z7w2ef+LHT8DNcDOA6vbYX73jq4N77Cnwh//7H3rn2N/cfRPatoXrP3A9XHzZxbPJUQvqpu4c+4PXfxC+ed83AX4E8JznPser0zsuuMP6lfyrz/wrAOj68Afe/wGAWwCafdqe/E8++ifwEDwEV73uKnjX2XfBd05/B37+s5/De9/zXnjha184+H4NPHDzA3bPePbsWfj81zq/pcsvvxx+9eyvBs/rVludsdSv5Lf/h9+Gn8JP4S1vfQtcdu1lXX/WwKZT8/wRg/qV/OH//ofduezrlzvH3n8c2SQuebf74ac/ArgRim0+GH/+V38O98K9cMUrrgjSrGLDEfDATx+A3kQIf+3sX4N7v34vwF0AL37Ji+0zN3zoBrjjzB2j+5eE3/9fOj+va37xGvjlX/tlZ8P94A3w7Bd1e6tPfeZT8AA8AK95zWvg/Wff771/x0Xd+L/2HdfCFe/OO9daA/7rO/9rgJ8DvPPad8KLnv0igFsBTp1Kt43WxsPfehjgdrBnzP/m9/8NwGOdzeTsm5eRyfOTUAq+B9+DC/pzOgPjt/Dmt7wZrnjvFd38BZ2vtRoZmf4L3/wC3Av3wuVXdOeyP/5vfwxPwpPwtre8Da78yJUAAPCtR74Ft8Pt8KIXd35qv/+//D48Bo/BG97wBnjz2TeXF37DhhMKc2FHChYlbFBceOGF8MY3vhG+973vwYte9CLY7/dw9dVXe8+8/vWvhz//8z9n3//BD34At912G/z6r/+6/c6EEdrv93DrrbfClVdeGbx35swZOHMmZA+fOnWqqiK24WTC9BPV33jX7HZdv1ENgO6MtYD6kVk4m/753W4Pu1On7M2hTf/7bt+ls9t13+/6aN9Ns4PdbteFeofuQH1nbvRqzTNN0HfNM0qpEf26k/XU/gz0QwqU0rbM0CrLct+f2tviKmi9vNrTLoLAqf0p2J9Kn4JMvSnV129/m1ajuht6mt0edrsd6D7yyH63g2ZvnnH1sWv6et5135l6wc8koXUK0KnTZ7w2NnXRqO5Q3n6nzfOn4NQZ9/1QvvtTezh9xoXz3O/37p3G9INTXT9qujLTfmdAy4/R9J0M9x+xvvp8lXl2dwqLA6rp+pltY9f0cPrMadif3ieXP0Df7/b70wCnurlbga42Xze2r3Vl6wKndw7pJo+mCevKvm8GKxmPu1PxMdjuXCXhOlJAn+/H46kzAIfTfZqkHvt2SK0jM752p7rxZW67x31N2b62g50p/24PDa4jpj6i2Jk62Xnjd6eUra8GSF8zbaAUNFJeffSIU6fOgG7NnMuPx27OcumYZ3Qb6VOKjDvVj7vdjh13Hmzf6eoO+jG2T3k3AcbZiI5Bb45Dt/GeOnUG9EHZd/C8LJa/f39/+jRArz8pnTYGm76udqd2oJSyhI3dbmfH1c6so/RdU3f7xlsf7VgL5qnM/jgzTHjL/Wkyx+/QuIPhsZkLeV5PqC/bv8h4BJDHowS0JqqdC/VpxyaqF2481tDTTV0YnSuYv3dNNzcZHQ8UNGaNbxrY9fWxa5puLiDY7xLGIwWav2Dfz/EwYq1EMP3IzHeqUV2d7l0d4rGJ+5o0HkXsTP/adX3C1JFSbB1JeGbnbu46fea0rTu6hprbxc+cOgOnT502Bfb61+5MJ1NsXsd1VDQejZ6/39s6VaBhv9s5nV6o092OH5umP5p+ZNfHXN01EWZePn3qNJzpdYhWt9l5Gd3C9DMzh+P6st813Xd2TKI6ovVm1zlBn+p/hqavL/fIDk6dyrsF2YTF9nRXKBuPRkfzdAjdQtM3tNbdWqwap1uMHo8psHtEXqc3/ezUvh8Ho/aSDmYc4f2Q1hoaCPV7gH5Psysvs5nfzZi2a+EUusIe9ZUzLu1Guzlr15dxv+u+m1VfsfaGvZuX+/4GAHCq21hMKoJR4eg47fqhk4XV6Rtfp8/fS5r5/hQoZfLS/v5ZKUvY2O12bjwKe+wpQHV6bi/ZKn//aOpF6cRxavaMp05b/V4BwKmIfj+kf9n5yuhWjT/2orD7pB3smh2cM3vDpsmy29j5iuhf4b4aoS//qTNnAE5n6l9IdzX6PYBb7y443V22ca49l9xf7b5o360BVhdtlCVs7JodNE1Xtv1u/Lg1U5ZSAKdPu/HYtm4snjlzyl8T93XWRFNbu6aBM89ykX32u52znfbrY7D33rv9M64vrNPvmoJ10+jxZH3cKcjSaQGcPnHqzCk3Tu2KSOw2yh93yq6Pe9ijg9jdHtkwUF3Itoomr49Ym8/O2v9Ad22lrD3Wtb/R11SjurkSOoJHoxrYId2icR3MyY/GXfK+Etu8jD1qfwbg6S7CRvfbKUg6uzb29t0pm3fTNNCafV/fB1swdou6NhwRnj6RX0eqdToXPvfKHRPSPtG3TQt2riaz3wnY9WO6ha5dzfzUgLb6faBDFCHT7mz0+70/7oyecepUtw8x6lbT7POGI5nTjJ2hNfOj8r8v12+R3RnZJNq+T50+vbdjq9W77jkAUJE9o+lH1CaRpB8kYNfs7EG3avaw7//X7BpodG+T2PF2G2ebpvuhiN25L//p08+C/c7M65E+guwT1t6QqMc6nXQfyq/m11ExjE7P7RGdftGIdps122wxODsFAKCzi3Xbn+eAtdnvTobNHkPZ/SOavw56GvvMhklh9jCNaqy+2gIAKED6amTuXwr2zGzv+QDsc/V7BKszkLEp21r5M47oHnsCcOMRYCJ76Qxoe5tXyvp46vQpawNSWlmbfapNUaq7WrpYCuwY7NeAoX5kIgYCVPArYc4ch9Kpcf6IEayVe+P/tWT/NfueU/58YvcA+WdCEqjdxvvN7HcmGMvY5+H06dPWZojh2VQrzmveuexpl6bne0P8czCybKorxulTp+HM6f6csWKfyoXV6cm+mvOZmwvWXnj6lCNfkLkJn6fhs+tTezeX50K0o0bOZUf7VG7YcJ4hZ3ysirDx1FNPwS233ALvec974PTp0/C2t70Nbu1v0jb47ne/C694BX9bxete9zq46aabvO/+6T/9p/D444/Dv/yX/xIuvzx+m9uGDVVgFlNz+K9b/2d70GW+55+3z5l1tm37Q6TOoG0cm0G39pn2HHmXydcs/FnQ1lPMOfYij+f24NLt8qFl9GUYJUeflnEMt2/rcyb1oF6Ucg56Qb6IWFAiTwf/QKg92IescqVb7eWdkq+tU6VcP6DvWDka/y+p+yDNxD7iyYDfa2m+/bu2r/hpmr5pvsP1kg1v7GCHHg1pp7Gp6Zu6NGU7oEeG69GWObGved/H+ognn9DeaMxK45HL2+QZ7QuNAuQ92v8Y1lEa0NzSasQjaFEfsSyx7q854Wzl8rh0lTgezSRC2zBtTiDlt/0uJpP0buN/X4iUtvT6gmpcVeo2rfy4TZLag5evbVvrGKxb1z6tkJZUNrv2qUiZVwhuTfC+R59rlq1oHTRt05C+n9j+khxYBq+dFXm2Mgb7VKOs4dw8b0e7bgf7/7i6RuOr0vzAyeHpJZA4d6SgUh9JXRNN+zSqsU4grW698qToHFy/o+8kjUc0P9rnQQO0w/Nr0AYq7I9ivhVh6lSB8up0bDomDS6tpGf6OjVGxKG1ouI0la27p4HoNT3J3+xpdKt60jna00zZ5uKetCfFR9pmXHZobHrl4uY+gFr6Ee1rth8VlofPDOtZnhC23yrjZN3IfXkyUN0awCNswLlzMDXS1XtOp2+hSD/A87T252n8jEI6aq6+WwPSmsDaNsxzufWC95UH8w7Sb7TO3mMH++QcmbS/hmp7SUbePDhKBrx4jN3fKGWdZ/H3+368n2vTxxZef1rdWsKGsbe0YOav4b3+EKR1E08FTePL1OxMvmXrkr0EBhpLjAIAaA/nwNk6ekHo/lmHdT2q34ko2fP7wH3E68sJdhtTR0rtbEQKK0ULXTUdsB1GkDu3j+CJunWk0u5zmKavJ7vnu++ZuvPWyny7Aq47Z540BKZzNqldClfX9jF3TNbqNrA76/772jYcEbguRsxN2OZl9eg2fT63ySSsR35fBmDbvADG1thCV3y3K9cTLdFIP05pb6pPm7MLo38W7kvw/gzA6bNmXamtr3vzCJr78LSg+mfOHdD8FamjaeZpJLFuYW/EUHtbV96YFeuF2Z/h7wl029oSK2js+ZMCuSziOpACbQdz+Ntg2aYF1SEwzHeHVlvbL7XbHAuoTc3AXBaHz73OV0hjnNrs3VHWum32GEnr4IajgG8X6vdVemb9bgwCH4DyPWDuuryWcbAWOWrB6nhKtsF756l2n6Xz11Or3k2ji6VgbL8z75S0N6eLAXR1OfaG+hIZAKY/40lCsI8D//8V9bVc/6RaCM4EzD4BbcrCc4o68Pqd8fXSwpnjzPUyB3Dde/uzFciD/y4pU8o+kTtPM9+PJWzk+4Ud/5q7YcMasShh4x/9o38Ev/7rvw5XXHEF3H///fDP/tk/g8ceewz+3t/7ewAA8I//8T+Gv/k3/ya8973vhQ984APw8Y9/HP7oj/4IPve5z9k0/u7f/btw2WWXwW/+5m/Cs571LLjmGj/06/Oe9zwAgOD7DRtqQ9FDMcGR2i149BCNJ2zY540jtHVsDp14JiNsoLJZRwndWlkDwsYQWWWUHMQoYcs/XC+TOCRiww3ZyBhSC3UskB2UeATOhowiH2ymBjZRuYq/WF+o3r2/fQeRnF9teSoRiLy61y2YSDUlMAdqmh40os1bSj3mOlgGxochwgYuv0TYAFxH6Qdng32BGAkNkSr71BGTwaTxa27RcFfRDeeF5GslRx90eI2R1DcziVLsu4ljNhdpc5w/f2EHuCzCRolDE0PYME4EowkbMzkz10Jsk809g/+WlK0oTXoaW+AdIa2JuWtlCVL6lOckd2hthI0cwkZWXXPzd0UHaUmOan2tUh/x1sSIsSqJsJGrc5WMR1R++/xYwsZCc5xUpyXp4L+lhI2htaLiNDXNfER1CKtD986AWnVRh5D+Ngthg+glOqFtxmUn1Cmru0Lx/Gcwq0FeImwc2oCwsVuSsIE9q5TqvFoPB+L4O48I4jhldXpdNia8ebr7eBSEjcjabX7Prxc0/i1hQ/t9o5CwkSeTa+8U205VGSrtbw4QXvKw620Uh4zLDbw9E9JFjf0rcCyqSNgwfyXChmpUPcKG/dDPzS1A2wC07SFYH2O21in2TMH6mLPnD5KS9Ilh245yhgtoUJ9sO6/1/j+osSRbRa7zGZ4rTd/V/fdNmCZnL7KEDa5spWQEbKc2H5W5LfFgk0ojbPTla9zDrUb0q75+W6g37pJQibDRNI2LgKLT53ObTI6NaSI7V2tJMwraFmyEDaXbaZboFLur9Dz+SwgbY2WV9NjJCBteeVxZ8HphzsEOh7Q64vqRPuiyeRqh1S3YEax2pC4G5JP2Z8LzbXvO5tU0e0TYkFGyr1T0TMzD+gkbLSrnsRM26BmCuYkW3wB+vmIt9qwpMImeuWEReOspJcIvTICLYoLzxNx+vZZxsBY5aiHFBu/ZBkyU1TZf71tD3Y3td+bZEpmjDs+7/D3SGKyhDQIMETYqktiWIiZIe6ma/UtCyh5oqXqZA7XOGaeQB/9dBWEj0gdTzq5L8sV/p/ZP2bBhg49FCRt33XUX/O2//bfhwQcfhEsuuQSuvfZa+NKXvmQjaPyNv/E34Ld+67fgN3/zN+Hv//2/D1dddRX8wR/8Abz73e+2adxxxx3WaWPDhmVhDtFMLGBembULKXV4N47PgsM7Nh53Do2hE/IcETbcoUJrDca6Vf6iPVT2MXJYGfpygDmcMQeTcr1Molxg5Y1sZOxhYUXChvkbHmYIxhrxFqg8xV+qryEjkWScNd+VKXWCQxe0AFBO2HBt6/e1mEMAhi3zIc8gnb45ZA4Og/bmD9ckZCvmtP1thI3MTQ2d12JOOWMIG6pxU+0UhI0xRtISskcCkuY4Mn+5yEkng7BxLLd1VXMQL8g3O83znrCh5yNsJM7fKZjV+FKZsDEkz0bYqI+NsOEwyXwkOoA6wkZ3U6cb/5O2uajTzBxhg5v7sHyFWIywgW7a1d5+qAuLu9+thLABALDfd2SNGSNsRMcpdgSP6fQFmdN5Gj9zXhA28LhzIff8vuE5Z9eRO0Wewb1hbRlq7W9UG3xfEmGD6qJGppqORSWEjdht4mno0zRzs+7LdjiHyuZsfr0A/feyfabKupnpwBtPamDtixC1TR2rZgcNjrAxRNgodejCHcNE2GgVQNuCbgbaYA7CBmenttGrXISNJLR8hA37OiVKzeUgXVhHhpzR7BrrVDwZYaPieOFl8CNstNqsSxNF2Mjek/PlpxE2jo6wQeYmf73o/nNo5fnLT3JaZw8aYcOriyGHs0yCXqsRYUPt7XtJETZG7SutATv8aQJnuhykRdhwsq3FWSsX0jnQFmHDQbRnZZ6PrRGbs9rJQZSwsTABLg5Bvy+Y+8c6zi89DtYiRw1onRaBCpfZXBCh2/wIG2uoO9HfRFTRCm1eQt7B2U8Ft5JcGfDfZfsv9VcA//8V58Rc/6RaEM8EEOF2qrPoFD+vpeplDmyEjWGk7BNTzq5L8sV/p/ZP2bBhg49FCRu/8zu/M/jMb/zGb8Bv/MZviL/jaBsc/u2//beZUm3YMBa98clulolju/mWOrxbY77/PQ2J51gAjb8QosNrq1wy5y9DG58okAO7tWEjI3R7APCdn4WDxhIlgjjRu/r1I2zg51OUi9FhH72y+RXO3VYPutuAm7xTwoYFipBSoEEH5fRl4PudlCZGkjKmaPomHZ6wYYNT4JuGVKFS5x2kqPD7Ugh1qnV4W2a0Hg95fS0wPkh9xJNPaG/8TM7BmfLbWe4Lfh1p19BiHkLGfTLdQb4lXOlIhA3TB6MnnO4wyxVbHo8YaX3TyW3y8coTBX03PmZzYeUOpgRu3ugecLed6bSQht61eintEcqnVAFhQ/ljKjj8OZKwjN4mG91cnDIH19yIZ62DLem/tQgbqFx2bM4QnpiOF5O+7VOKEDZaEmFjoP+Pq2u0xtnyls0PKXKkrANJqNRHUvs+Dh2Ow+rits0ibKjC8RhzBE7UA+geAPdHMd+K8EIVK+V9l5WO2Rv1BefCHrd038PkZyMS9L+lEjYqTFPiPFWEwJHS39No3Tt+IN1i2janBzNG7x1umzHwxiYul+bmPixfGWxf68s3C2FDYZ2Z9FnrVLoywsZTTy1C2GCXU0owbt33sxM2MvXdGpDWBJGwEYlGFcnEvI0ibLT+GBwbIctukzJkkggbMLyGFsuAx+3Y/U1PrqDfVyVsGEd4II5FBXOltG76wXZ4R4niCBu2q/m3k7ftAZyN6UAeDvXjon4nomTP78PTIXFf1rjf8W3pRdgQCRu4sYg9qwZhIyBapBE2bIRgrmyUjJA7z6L5y7yie8LFfpdJ2NACYcOaSRBZAO8B5yQROgOMAAEAAElEQVRsjJibwDah0+nHcKxS1iOvL3cP+UIUwthjNRjChokY0k60RHN6qQYx6lTg8O8LVbovoY4lRp89mEu/Kuvr3vyH2pKNsNHK8xfGNPM0khgTNpo9NC0mbAyNWWl/Ju033Xqump09C0wlbOSeRSkqH/k1JuvUSIqwgWSjdptjwUbYGIa4VpDzsWOx2WMkrYMbjgK+XYjsq+bS78Zg4Cx+XJJ56/JaxsFa5KgBjfSGRjXi+ojbylLKdb7eN7UuNoUM3veJZzxDeWNdbGxaY1HNP6kmgn0M+P+fgLDBhqWbsC6kMwFqU51ChpTzxFi9HPMcB+Cf/a2BHBGcRa5gX5KyT+TO07jnxuQb8yVaw7qxYcNJR/o1aRs2bIgiMJ5Kt6PRg03h9p6ArYjSlx2beeOhl86oRRTnjQ4q+u/blioUDXomlGGcHH79at0E30v1gsWgTtq2XrIPmn0HEgxzWz2A9urdc/pKaQ/bRVIOxdJuMcslbEgySPmK9XtAGx/vgJ8VcwBo7OC6r6ZQ+45rtq9puV4wrINl7o3Y2PYQc7jxHNqE9uaeMYeLXNZ00zhE3pEOI7PbwNW175SjQxlSr6Tzytgg3wV5PGJQB3E+D+LcKMx5Se9WcLLxkx9uS8+5BZTnDJU2N6E2wadyCfOo53yECBvdZb6JhA1hfjk2lr83X+JuqMPPNcsmztM5hA06Hkc4a3FronXqod/3v9VGSp/yCRuZETbG1LWty9TbPIeRIkfa3JGAWn0kse/nRNiI9SGp/NnjEc+PGr1YEGFj7jnO9Bdcp/l6cuhYVDvChiRTxWnKJ1tXq3c8xtFfS9hQPmGD04lqgu5JiW45W4QNYOY+JEcpxPDnUywunpOrS78VImyMGV9FwPMUxr53VJ2BsEFF4JdTvDnCkT7RmBhTd5iwYcZ4hLABWhRwUuTsz8zv2fWC93T2HR1G2Kgsd+Tt/m/fNlyEjcz9hidD7N2CCBtYPzio8JKHUsKG1trpon2bOcfxgkWuh7RuYsIGVslV4yJsFBM2mAgbAEAibJDoxDkRNkrkE/ftYxQKsHL5YwLbVQQbsjJ1tIMG9clujPT/OSRE2MiVG03UJrqBibDhIh9LNrLeAc5E2ACmn+LPY8Ydqjt3v1FhhI1GirBxzuZYiyiVJhchteRG2DAOKbsGdo0hOHDeMXHk2ZiofltHx3GEjY6g07auX08TYUPQS8VxxOvTUoSN7K0x2p/hv4eJIuL585+bm7D+ZgkbB/yMXLBJ5mmEVrfuZkIpwoZUL15747+CnQd936g9KLXr34oZHHrRRuwrFe1f3o/1nelyIG0r8HcnIsKGcOnTRthwkMb43BFjp0CSvXDDUYCNsKHNGJ9JvxuDWvq9l2Rev17LOFiLHDWAdaDUCBt2/9Xm631T62JTyCDZvEa1N6OL0TwmR+J517wQ9MwK80yQU65/UiWIZwKSTbWmDAltvlS9zAHu7Hb2cxBBHvx30X1Jwj5R8pmoQdgY4zNwjGvuhg1rBWNK2bBhwzjEnV0MhhzeJcIGNpb7js0owgYxgHH5jlq8Ud44eoQ9hDsof9EeKvsIOVRwWGrqxdyEJtfLJA6JXtn8qdTZoX0ZcgkbWYdiieFQcxV/WQbTEWj/PbDP+w5KhRsflowAUM2YZm6tjJARUuox1yCd3je58kcIGwmHi6WEDUNqwVFIkiDdosrdnJtM2PDJVFzEm1TChnwWSwkrGQdkmSSrXCT1I5yXbmy9q1TCBufQhL9PlG90hI0TcvjjrQnCDR7V1iwh3+w0JY+u0ggbA2tlsnwFMuC/uE9FI2wMETZy61pr8PTJSvNDifGlGmFjIodPKXT4FDpXkkyRm9vH6gFzz3G1QhVPTdgYirBRYZrK7keJiUKfqP+3dxbUrQK1U4B1i2nbnNdp9EQOYGKdSvr9xISNSSNsNA1gHb31COydS9mukfvyZJCuwt11zmbkWv1ZRGDHKdlvSzp9SeZ0nsbPeBE2jo2wkVwvyMZi+6fO1u9z5Y68DP1Lw3vD2jIUEDa8/Q0T9cE4SgOMc6bwI2z0N/1r4oRaIcIGHY+Yu4VvDVeNI2zEbhNPgdH0rbOr0bPbQ7A+hranBMJGybpZcd8+uPaBrPdjR12VEmGjxFaBwUXY0Ob7gTYwNrW2txVz/bSQjODZqW2Ru360aw5ZSTlSkD9WnWmXEDbmcpCmETZGksmapoFm1707GWFDdCSsZedCUU5agLa3QaqpCBus3RXkNh+YL0r3JZIea4iAVfVb7EBDbBL+etH959whYpvGyU4xTyO0uoWdXVR2eYSNxEvY7NOIgNk0ezv3xEZX2b7SPMcc5S9M2MiNsHG0hA3pDKHvdPiisvMVa7FnTYGp568N84ElbMDM+t0oEN+ICrLm9uu1jIO1yFEDqesjLvMBDva73Ito1lB3Y/udebZE5jnPHFNkwH8X7b+B/cAA74HqyLcUMWFJwsaYM0eMVfSRAtQ6Z5xCHvx3LRE2xDPwCeavWX0GNmzYIIIxpWzYsGEMxAgbdLNk1lHRmG9OVMzXKnhea3x47W6YjBE2rCPoKMXaHRCa6BEKWlvmFjlYdvlgh2ek8OIwXdly9A4TxEFcgTu8leplGuWCHGDgX1r3zKATaiRbSVb/tmdqtCf9iKZpbgRiQrjb77wzN0GGgHXvG4kk46z5rkip4276Aqi2aVTkIESbv214WyYbolDx43GozZPaG4C0udTe6BmVUEe2OWN9rf+rvBfwlyPaAKWjuwP9DgmEDTEvfKgt3MaLxyMZC2nhBEn5sw6jpXcrGT2SogihOVErVO/D/RQAZMJGSvujvqa1ZgkbcmQTX8bBw58Fb2pIQcmGuKS7FKWZdiV2mhzCzfWzEjaE8YL7lAbNRtjQWg/OR2Ibi31TcI4onB9S5JDqIjvrSn0kpZ9KN1F1+mCmQ4Qwv2SPR8kRWCfcCJ85x011k0ktQ6p0EyzX72JRD+wziYSNWtMUvrk6VXdPg7QH7AkbNMKG5qMGVsOAg13tiBTc2OySFBzjKutHsxjkvUg7yJkV74tNhI1mQcIG3Q/OGGEjLRIO0emNP21p1Bnv1ngzT5PMNZn7S0L1jEXC/szvUyP22DjCzoE4BtNnUiGtp0npEMIGiu6aU7aiCGd4f5NYdqwfcBEH9ujW/tQoG7gMPmGj+9OCmY8rOOsI62YKYaN0irZdzczNpphtC8Bc0uL9FaM71DpELNnzk5S4A1iJqC1UquqjNlkpMGHDa/9KcjPRorRW3WcmTV9Pxs8jGbCcEmEjOUKQK6czkfURNnbnvEeG0zJ9zI3Vzlbh/97qftxVtuHIcuXawnyofg7d7Xaw2xmHcsaIOShHn150LyL0u1oXk5gLo0CB1sBG2Ki6RIsXBUn7OOJISWy1cxM2ymxhsk3C19+659q2SWrvokivSVJrF2Gj2ZO6GBizmTeXt5oQNpQZX3JZ5HVgGI64x43fmeYjAdK2An8Xs9scC6QzhC3CBkKmPeuY2n+dN6JvGAPfLtSvY0CJ8CtsVxoZt8oeMHNdXss4WIscFSARNuj86NkGlCPSN0hHTYpEOrEuloKx/c48WyKzdOY455DPPyucAbYfEmXOswtW0nPI+PWym7AuxDMBtCkbo6Mn5Z3k5wX+bxiMPn1MkC7bW4M8+O+S9ZuyT2TP05jn8jIGmyb+m+IzcIxr7oYNa8VG2NiwoRqM4S6+aXYLHlGCiXHbLn5GKUYW0OC2QcFBnM23xEFe0Qgb/SGcFGEDv2sFMV/nHvzTww+TkPHcIPUCLZsXNbCOrhdyiz+GdSbRvgw475R8KSmAfSfzFjPn/B7+FnNOpDKE+frf0/qlhI3R/aBLzeXp1X2tTSPdoJIyQ7jJwggM0ol9Lam9u5TNA3J7e4eLWMZ4v0h2VCXj0ZFacr0hXTpd+qiu7VAmpz85ETbAkREUCOORtGGSg7g4HyWUXzzIrXSQnUJK85wHVf7ttbhNCiNs4O/tWjYywsbw2FkXUtaj9Hmhbr4iqIcl1VFGyiESNpIIVOMx1Keok5w+aDD+clkRNlLrmsxfteaHnL5WbHyp1EdS+n7sJipfL4XgXSk/uwZEdMjoeCT6un18RIQNk89SETaUUp6Tfq4BcKoIG0NrRbVpCh8KJeruaelKe0BK2HB7mknbfGBPOkeEDQC6N65/KET7mnFYnDzCBu7L5xz5W+16wsZuQcIGvQp3AcJGVL339FUAz3lfFYwJdp7WfuYrjLARXZfA15vS6wXtGfHNwN4We9z6Te1ZSTKheSCweeUQNsbIUCHCBqhuTjFOFOb7UYQNkmYQYQOMY1HGPlSAtG6KhA2FCBuF3g04egQAoAgb54L1MeagVNTvJJTs+YOkXHt6fdmzq/HpK2X0+F0/N3UYjLBRKjeeqM27rfm+r2emDUC5vLrLIYidh6Zv8sieZ5Gd2n7sCRvNucyk+j6GxmqrW7Ddx+hoYPSGujYcWS4yOEdG2FBKOcJGhQgb7N4quJm1fG7yZNB+hA0bJVa30yzRWC+NnXHQ780Eah0/zD7G/3ksYcPMbdNG2KDnHa4t8bRgxv+5gzx/+clOME8jtLqFvTXj731df4hQMrAfCvJCa7lSDSJsyBDXgSSY59jDnKisUyMlwsbhBEfY2AgbDtIYP1abPUbSOrjhKBCNsDGXfjcKRM+qsAfMXZfXMg7WIkcN4HVQgRLXR1xmG2FDa4+wkbKmTq2LpWBsv7PvFLQ3p4uNTWsspjjrLQfdxwHz/2l8F/zspquL4EyA6XelhCAJKW2+VL3MAVz3VjfcImx4SNkniudpNfxEUv3CehlL892wYYOPjbCxYUM1+AeNkiO16PBuHJ77Q4iQ0egO3TqHxtCJZxLChuechQgb2h0uti1ZtCOK/Hjl0q8vbQ4IcYQNXC/CoX41h8TAqbL/Wss3QXIKVY7zIP8ONdbEDUu5ir8ogyXK0P7LOxVOFmEj5eBsbPqRg8aUesx1sEzum9xNb0HZcRmG6yhbMRfrCDkKpAClIzrlGOeh1ENqcriI5yxpPGJkETbG3B5Y8m4CkvqRRNhIdQqVImyMIGxwETaGCBs0AtWxhlcfsyGuStgYk2ap04ggx9BamSxfgQz4r0jYaF2EjSzCRmpdU+eISvNDkhx2airsa5X6SIrMqYSNWjpXWj268lNH4LF6wFKEDVynAJAdWWEqwsbQWlFrmprMaC/sAY2zoNYKmh3S3zIdlfMh7UmnMWBLc7yv3yrg9O8SzGqQlwgbXp/qnEJ3zYoIG70zJxwy9fkKIgwRNgCafH01IXM6T+Nn1kbYiK1L3QMj1gc87rwIG+iZCdbvFHnEvWFCOvn6l3Z2rwLCBqc3AgDsekdOAIBDmza+pDStDU4TJ9SCA3RpPKZE2FCFt9Ap+5cQNg4HV7bW2fx6AYzkNp0p9kw19+2iXsratvz0G3M5UNMRNuxTbQtgxggmAtWSG8+Vxs6ju+/1UBtQwgYngxRhI5mM4OrOETa6sbZrDllJuYuA3FhtdetK19evdeiby0G6UKk15Ixm1/S6JdioGznIszFNZOfq20iDgrYFaLWLaDApYSPRpurGAl/+uSNsVCNs4LkJETa6cnT/ORzw/IXW0yDZCeZphFa3YEew2vl1MbRWSvsz0Ybu1vJGjY+w0VXXcPmV5EjnfbeMk1EKYQPvdU4cYaOfW9vD8ZRlKqzFnjUFpp6/NswHlrBB91VrnJukdapg7s/t12sZB2uRowZi5xoYnm3AtHkL5YSNBepubL8zz5bIPOeZY4oM+O+i/Te48AHC/0/ku4AxZV2IZwJShI2KMoxyikdYRR8pAHfOuBE2fKScY08xfy3ln7JhwwYfjCllw4YNY6AUsVAKG3xnlDXGXf55uvgBcpCXDq+NcbCqUkedn92JFRiDQHugi7asyI+XQ1sZOhCjROKhfjXlwrttCzsbgehMMoXzYLiZGjpUkBV/9+pwfQ0dxgXGWWS4Lr6lOPvgLBd+2TRTpykbKDoeqxi9CIFKbG+O1ME9l5G3/4xvJNR6rEGTjF+GiOac9FNPOFE7oQgbsfGIkbbZEZwgkoykJe8OI2/eANCtI2yoIyFsSPPLsW0al9oQF6V5vhA2UJ/yHe/aaQkbeB7w5u+y+WHWvrYRNnqBKhI2Zp7jJMJGruFyI2xIkHTo3hGtNRE2nG41aZuLOn0nzyKEDfy3kn60GGEDHaa2BybCRrMiwsYCETbi4xTpq2MiwiVkTudp/MxRETbUyD02Hv/ebffomTkJGzl7w5oy4D32BISNkggbNE3TZi2Y+avcsUgajx53S/trYrUIG8qk2Tm7NuZG9PYcuLKRy0IYW+s0h4h11iWtY/oEY9uiNlQSYcNKIUXYyLzURQTuGP1nrVX/eagN+udbE2GDqbtahA3FRNjYZUbYsFFcSIQN+3tPANGJzt+1UIuw0TSwa4xDucrWO7JsTBUdCX0ZDGGjK37bmj44EWED6+uRS6mQgN1fweF/KsKGIQHW1W9lmwTukoZEcK4ltnlhXZja2YNG2PDrYmgeFPZDQnu32q3lTeMIG00uYQMgcRmlZ2IICzsYJxE2Eh1S1wzpDGGLsOGwFnvWFNic1U4O/PWU7KsWJsBFMQExdqzj/NLjYC1y1MAYwoaNsNFWiLCxQN2N7XcAI21eQt5TnzmmyID/Ltp/g30MhP8/oYQNjSMNq2lkGHPmiLGKPlIA7pwx91K4qeTBf4+JsOEHpp/WT2SVc9aGDScMjCllw4YN44AO0bpP/dfksM06vFNjq/+8CQ1mF0GXQLcQRm6iV6qmUocN9QoVRwNYJwZlDyE7ZUE21JfKoWw99fWSQGTxbiuy1d6/b8OHZopjD0H9uo7KgPNW7nkJXp0C8O9oIsdAONRcxV+SIczXHZbh521oQbPxsY8zbZMMNHY8skwlhRqTcQDAHexE6gUhGI+0LiTjQ057dwmi8pOye4Si4cNF7Owj5e31naCO4v1OBErHHzs67I+WDNc/I0bYwPXVoP9GxiOCZ6yR+mdCHxFRq+7E5P11gO93yLECwK0n0CbNTd4NtHgMZhA2QIFP2NAZhA1atkPC2FkjhPVIx+aaGmWT8s0hbJh2bzL6PhWDMTLgsRmEJy68wTcmQzAc0ZrlOcm1JMLG4HzUJ5Na1wEpr9L8kCBHyjqQhEp9JKXv09DhOKwuni9SdA5afu6dtHXazY/2eUPYSA3zTWU4VGqbRJh5uVGN07shfwy2dE/DhD22z9jIecwzrZ+OWSskeWpNU9TBslq9i3vAg/2/R9gAPXGb8/KYfhBrm1G54bVceT/0H/i9cSloX7OHBBOsLV4nNOm3RL9pesLGbiIZYsB6HMaMhA0qAruc4vkXlKevOpvKiMy9CCh9/jHChtbD6/0EENcEbn9GbEfp9YL6qlc0lMBYx14iU9L8Zdu8axv7hnZraErZsuvFI6uo7PbG+gGeI40cxlEaYBxhwzvM7NPXQB2Lxs8j0rppCBvdVOaviXbsFs9fpq16Z3IzZbYowgZaH72/HFlg9FjgRCvY83vpuI+qUb4+KNltcH27lz3Chrdv4iJsULlzKwNP1CZNDV2HYfqdpyfbfkojbDA6M8CocYfnL/OK7gkX+2YiwgYYfaKujiKCDs7cOuqreLfbFe2rU9Yjt4jYh0xmWXmJMkQibEyyRHv6OlJYxTYn+rS17bT4v+P3JWh/1qXXJXgwUdpr6uveuwow2cHT3/rnDgd5/vKTnWCeRmh1C3YEN4SwMXBWMnRGFz6OHCybvU1fsU+bd9wcic/tUvQjF7mDO8qfaT4SIG0r8HeHiN3maEBsagYbYcNhyJ51dDZ7hBR74YbjgGenRPuqbp1ddj6NQziLL1hExX37wDq+9DhYixw1gPf5jWrE9RG3lTujcnof9w6b38S6WApyZajZ3iW6WC1MctZbDKoHA/P/Sns60v5edjln1JmgZ1SW7OSZJNQkMqS0ebRejtxBHp/HYJLZUnN2ylnk3ODmJpGwoerNXym+RLm6woYNG/KxETY2bKiEIDyxcCOD24AIzxtlgbIVkROL59iMHBZoiFku3+zF21NSGnRxm3NiCCJsRJjXY+Wg9WujHoCLVCLVyyRs0MCpyKVvboKkt9WLDP6icOFUjvhNINmEDUGGoPxDETZqhj/28sblqEzYiBzUpNRjbpnz2tvIJ92m0obPsM+l580SNqhzn3ezYwJQOvL4RU5V+G9KhA10G6/SFSNsDMzfUZS8m4CkfpRDlOGwtggbRxpefakbDIrSPF8ibKA+RW9KXiTCRi0H6Tn62hZhoxeoYoSNmee4LcJGB1y/qf0oDZIecK5PX4HaKcA63qRtPqCXLB5hozJhY7EIG9rvs429BVzuy5NBugp31zuVrzHCxpiIcAmZ03kaP3NMETZGrw94X40iYnomjjkjbNC9oYmwkTkPZstQeNO/t7/RYYQNTICsHmGjwlwpjUczFXT++v6a2NhrzMvWJXvOaOZmI9PhEKyPsfVhij2TuC7lRtiI6RM4D8GOaiNsNIkRNmqtpx65rXdoMxE2GGd8zl5kI2xwdVeqsKH5yyXVrWPZETbMuETkqla3YJuu74M1x12aXGV1ZCNs7BrY7VzZDoc8u12WjWmiSGmOsAF+hA2YOMJGZGz6Agq2eaN/Fu5LJD3WrCmBfltS795FQb5NgouwcTiQOko8j6i9v/EjbOwIYWOoP+bNmy1ayxU0jnQ4IsJGGmGD2uDxj3XHWi7O9wgbaufbbM5nBHVk2v9IbfYYU89fG+aDt55OsK+aDANn8eOSzOvXaxkHa5GjBkoibADAeMLGgnW3ZL/zfZjC7+fAGtoggODrlOJXkp9Vnn9SLYhnAu30OsoY2y7GKvpIAWqdM04hD/57VBE2oE6/WMo/ZcOGDT4YU8qGDRvGoV+crIWS3zSr4FafNId3SIgkESVsjGUGE0O9OQdUunWHcJiwoRSQ3U5lOXwHcQXu8Faql0mUi8Bh3aWPcvPSzzXOFx2KDTnmJzLYJRnC8sf77ySEDRthg46pUvh9zZCD8A1asXo04kxC2CAEKrG98XhJOFzMUsyVAqmOstsgxykn9YQTtxMibFASl02XNmGSsUaYv5MOyKZ1SMydN7x6T3WA2wgbVbDUhrgozY2wMS1hQ3KOKDx8n7WvbYSNXqCNsLERNsSETaL+397xR2sSYWMuwkawJ+02fYsTNio5Hy1G2DDpa7/Pql0XYWPXrIiwYSJsZDpy1hCBHadUpx/pvB/L3L2vz2/Chmp8wkaNCBujZCJ7lIHLOKrJMDFhAwBg35O0DjptfIlpGscibeav8r3kKMKGqdvCW9VMCxtnV6tnt+fcry0hbDCXlExziFhn3x7VJyTCBipbY6OQNAxhw9TRgXm3cD3Fc6Xpt9p8P9AGiODRfc/UXS3ChnKEDdgZMuQBAHRGhA1j6BYibLTHSdhwxxQLEDYqzE2eDDbKiYmw0aWvpiJsJIxN8Xn8dynCRlG9yzYJv0t2/zlHCRsFducStLoF28sVibAx1B+zz1b6/qgBVOMIG7GD9iI7l11rmTOIymMtFzQQEIaLfoP2QEqtwjEqF5IjnYmwYaOinsdYiz1rCmzOaicH/npK9lULE+CimEDPyu3XaxkHa5GjBooJG9qtSRthIy9vHPV5zeWfBVpQ5rz/T+O74GU3YV1Ie6k52mOMbRdjysgjc2AjbAwj5Rx7KT+RVc5ZGzacMGyEjQ0bKkEpydnFX7TsYiZssml4NNZBXgM6vHakgJQIG/kX4KGFGZCjRHdS1+Ubi7AhRhgZKYdRpGmEDVMvbVgv0ygXvjz2W63Ztok5oQ6Fewxk9foUkcPKIyVqHotsiKRb8vB7NFw4ce6a1jgrOXTVUhBp25IxCGkbS6nMVdrbyCeWXTPPyJlL846XN+47Urj47DYwzzf+2EkhbEjOIbidvDnL73dSGyYdnAXlzzCSaldm/2+l/kvGON/vnPy+M5QW+h2BRNhIcNjBfU1rzRI2xKhDNHyo9XHNG2trQdGGuMA5qihNLYzHMd4RqK+mrJXTOCo7GfBf3Ke01ixhQ4MenI/kNVSSB9djA25uKSt7ihxJ60BSZnX6SEo/paHDrbEVNNu/Ov05cx3MHY8SYQNFMBL1AEEGUYeaKPRsLUOqaZ/AGA5hGwbP4HbuP6cSNmpNU6KDZWm9izfwCoQN7Kg8RZsPOZhF2mZcfiYbgbAR1EudMkt9bRKDPO6EiLCB6041HWFj3yxI2KCHcYawsWCEDX/b03ofNTqMLtpLovah8zR+hiVszBjyO3t/BmPqBe1pPEezgjIn7UWkd9084O1RUqMADsgwuLcD8Pc3iWXH+oEGpDei9w1hIzXCBi6DF2HD2OBM+jVuVxXWzShhYzd2/+/DdA/VGMIG6ufKXx/DdSrUFaoeIkr79kqEja7qsF1B2FfjOtKaEDZsJuG7pQ5dHvnQzIe9LUgZZ3nJRmbGgJL7adJCEAOyadiPjnDRqDYjKdPH3Psaa6wmwoZdy2vbICW5hMGZWDDjxLXb7aDZIZ0+d1+WtE8k46X2xSSGBAQKtAZo2z6igdbTLNGeXppi84rbqecmbBTp6967vk3CH7bdc4eW1pFEiuj+TOXsobV2ETaavb/3FM7o3MvCPkQY4y2KugMA0PRzx6gIGwltpby1gv44v46KkRJhI8UusHbYfkq2T4awsUXYyLdnHVHzT6NnblgE3nzUt6sl5Fa2QdUFWQdqkEsy1+W1jIO1yFEDEmEjWB+xbcAj9jfokQnsJFNgwX43xTlrLRmWXROpr5pBgn6fieB8H2HKuhB10RnaI6nfkXGBsY4+Mh72XG8lhA0sD/675L6E3SdScUps7VK+oj/qcL7HuOZu2LBWMKaUDRs2lEA18U2zU7iIo4R93nd4d37QJh3VOzQiJ/L+YwphI3sR9Q7+Gu+WQ/NbQNiIKPLjF3N+06DsjQKKHOq7euGc7dyhZ2m9NORrEiUAsZ9x3ilOqLZOVUQRyrxdI5fBLskQlp/2az/NwDhbwgpHY6FPlHxfiKBOTZkP6JHherTG+sS+ltXeRj6p7F4ZOGc4Ie9kR1W/jqzbQL43pE2nG7/u+6CPmLkyJ8IGdu4SxiNtwzQHcXoYS8dFBJk3t+UiiZQmOkNlRthQyj+VK4ywYdpndISN2NhZIVLWo6R5YYJ8RdDTWHdlXpEc2BjQHtB6oZjnK2KwT/VOcvh5u9plRNhIr2s8x6s6BzCJclQjtFbqIyl9PznCBnZKFn00SPljUcdi4xHNj+57DaMibKiwP4r5VoSpVwWqyJA6VYSNobWi1jTl1a+qWO/05irikKrbnrCBCMPTtjnRq8leYq4IG1qql4kibNh+NHWEDSO/Bmj7G62VUmAJG7sFCRtShI0ZCRtR9d6LsAG+HYLZ54/J3CNsrD3CRkI0zOx6wXt6HGEjQcdJlTtLJu23Ta0IG4My1IqwoYYjbKQSNqQ0rQ0OzPxF7DAjIK2bEmEDFFjCRsw5NQXu/Qb9C9C2B/c/40wfiRhRPBY4BPv2jD2/l4yToZv/UV/GY1C4wdJG2Gh2/dzUP4EJG1yEjUK5vYkakQ87GcI0PT3ZONe3/TyrmH6atBBEgOrOJoUIG/vdufTpy4zLRoiwYXS0/vvqNkhRLjI4M+vIEDZUo+pG2ODsudJ4qXUba2+P7bsgmF25gnaiJRr1z4ToEZKd2ui3pfsSvD8DGCZs1I2w4drSG7Z9Hoe2AQ38/IUxyTyNc9WtI2yova/rD+4rpP2ZtN90c0L3eE8gisiH58g0u7P3ti8XxsI3wqcQNtZ4k20upDOEjbDhMGjPOjKbPUbSOrjhKODNR3RfNZd+NwbSWXzFCBtD28q1jIO1yFEDeB2MRaDCZa4ZYWMNESaGZKjZ3lOcsx6jDAEEX6ekPVB2Vnn+SbUQnAmAf7Y05ZlbSpsvVS9zANe9grw5a2p58N9VRNig9kLumYp9NccvLFQ/jrM/btiwRmyEjQ0bKkEFhAJ+gy86vBODQMhodOlLDraTEDbwIahGt9Xr1v4WjbAxEWHDOIgrFGGjO/CMOzfVU2poe7v0JccC0UEpdTM64HjtyVObsBHpj1y+MedXsSypyCSp5MOvU82kn1KPuWXOa28j3wBhA5roeMzJ23umWhsI8xrnlJN8SI3bCZLGI0bSwZnU/5MOyEreHUbaHEfqvY3UOwd8IocdSwoJG4O3pic41+O/a980Zo874Zkp8hVR6DQiyeGNuwP6XiWMxwKk9CnqeGcibOQQNpLrms7xlQ6LZu1rlfpIijzJhI1KOldSHUkRNsYQNhaa42pF2JiKsDG0VtSapjwHy0Y2mOZD0N1bFGFj54//Sdt8QKeZi7Ah1ksl/X5Wg7x3K3n/WZO+rDrHrl2zIsKGcebMdOSsIQI/ToftH6PGRGSexs+sjrAxxdqNx/9EhI08mdw84O1RMts8W4ZahA1GbzTY9c6chzZtfElpmjar6VgkjUcxwoZS0Biv2MLbKM0qQCNstIdzwfoo2Z66j/X3TKHNb9y+Pa5P4Dx4u43zH+4IG47U0oKtQdyvimwVCHiuJIQNLk2/DbrvOxuydmXT/jxr0vf+prMsoM/QJYVICbvmkJ6UuZxFufdb3YJtutbdpp/m/F0JlQgbu92uLmFjwMbUC2tezspLluHQ56KgbcFF2AA9zRKdQKZinxfKP3eEjSL9Fr+L5ybdel3SnIO1ugGt69idS9DqFmwvVztSFwP9UTpbkcgn+uD9qvq5o4mQGHPtExjhmSPGsg7GKYSNQ8v335NA2FA7o7ccT1mmwlrsWVNg6vlrw3zw11Ozjs2s343BwFn8uCTz+vVaxsFa5KgBiZAbJWyoeoSNJepuyX53jOWfBcE+BsL/nzDCxlCEjZoyjLHtYqyijxSg1jnjFPLgv4tG/OibNtgnarmPzOUnsso5a8OGEwbOyrNhw4YxMAeoNMLGEGEj0eEdPy85LHi3UlPxxi6i+BBUK/9myxkJG8oqJvSw1CdsDN3CWE25EDYxMWeSKZwHcw9jcxV/SQbR6VwibBxqGmcrHUBLSCAjpNRjbpmzDkGNfFLZvTIMHy5mK+a1bnVB6Qw6YqWecNo0VXcbr0BGEA9bUhzEg/JnGElL3k1A7ryB612lOkNRwkbGNYGe81EtwkbV+WU+LLUhLkqzljM+MjbQNXHO9kzpU57j3WFGwgZxjijBrH1tI2z0AlUkbMw8x22EjQ5xB8sCiHpmf3OwNhE2nI43aZsLewmd0DbjsuPHZor+XYKgr8HMhI2WEja6W7z3ayJsLBBhIzpO6T4hl2CckDmdp/Ez5wVhA++r10DYSLB5paSTLcMMhI3RETYagbBBHYsmIGwYn25M2DB1uasVYUOZv8bZ1ch0QGVzNj/AT01N2JAceDPrOqpP4LVPsKOqvu2VYggbJmmOsFFqb/DWMqejJBE2+rwsYYOru1KFDdVdcYQNE8VFSRE2nHN2kvN3LVQibDRN4xE2ch2Li2zTtexcNsJGT9joCQJKT0zYSC5P/PmpCBuGBDgZYQPcGY9G3zeNe67VjW2P8H389bTOHl6EjWbv18VQ+2XuQ9p+zjCimzUsPCHAWeTZJ8jbvlwYlcdaLrYIG31Ztggbq7FnTYHNWe3kIBphY2ECXBz19awlHedLsBY5aiB1fcRlrhlhY4m6W7LfHWP55wHVgw2G/UpysRQxYSNsLIeNsDEA1KyxfeJSfiLrnLM2bDhZYEwpGzZsGANz240x0krhv+1ia5wVrYJCHJ4VeR4ZZ7vDa5MiOrw+aO9dLt/sRdQjbGA5tS2DuzXN5IMF8PMbv5ibejFpmwNi4shhkkWH+lgE4yRqf6PVmwrkFO5/zTuTgPbzTnMKB09WPtwjlYP0o0DsTMVfkCEsvzES8fVrb0wnYf9Gne8H5J14mUdk0P9L6hTkesGg4zGoi5L2pgdnYtlR+6jYc75Mtn2YvP2+449HU1c6tw20S8dzygEd9kdLhuufEU843dzavRs6+tDxSDHYPzWZj+w8nuOIpPy/lQkb4ZTA9SPV1YX9oU0LK6tz2ySUTymfsAF62AmXls3KSsbasYRCTlqPktaBOvlmETZMmzf+3J8sA3VcwmtizfUiUY5g7kP6lOd4pwlhY6Dv59c1ttCoavNDihwp60ASKvWRlL5PQ4fTcMbdD/48rwU5gvJz/S5pnUbzo+1Gundug/D5BBmCMTHxHGfqqFGNPzYzByG9Kcy2D0PYoGXjCBvmN7NWSG1ZqwsGBtNq9U72gHacG2fI3vFDOcGnbXNpT8r3u1qEjU5FRToY3RtX1o9oX7OHM1MsLl4ndHqO15d7p9L9Tu7Lk4HqcQYzEjbSVEnUJ7C+ip33x9Sdd2t8388jhA3QooCTQlwTmLWb2o6S64XsCRyGdZwhuQOZchwSVd82iLDhpqbhdLLrxdMbVH7ZkX4wBWFDax0QNjQQx6KCuUxaNw1hA09lpi6bWoQN87ePsGGKyRI23CbQSG7TKR4LHEr2/DgZQlT39EE8Bj0HCeQYbSvfJ2x4YwT3q0py+zpt65LwCBuCjQw97xE2fOOsSx/Lm0vY6B34u7QQYaPJIGyY+msGCBua7AHnImxQ21Hm3LTb7Tyda3SEjch6FNiIx/Y7WQj7EUfY6ORy39eDpB9LDv+mnPzzxVtjtD/rUu8SPPR9s6q+rumaGDqFduXo1yOtfMKG0OaTzNMIrW7BjmBFCBsQrhtEOiNU/zetvW2vt4TwCPAcibdACfqRCvqj/yt40swLaVuBv0uxC6wd0hnCRthwEMf4kdrsMZLshRuOAt58hPZVWuv59LsxkM7iCzph7rq8lnGwFjlqQNLvJMIGKNI+6GMOYWMqXSwFi/a7lHOdqbEGGSiCfUwPz6+kkny8W5X33ZSEDRrNRnavqihDQpsHPh0Ix+4gj89jMGFjkvOYHHnAb49FI2z0iO0Tk/x+cvNOSPMkrbkbNqwVG2Fjw4ZaoBE2hBsZnGGv9Z+rEWGDhJjl8i0jbCifjIDD3GPjW8RBfLxy6RunNZhNrBBhQ7iFsRobNLh9yaW/iggblQgbkgxivsD337rhj/PKXJx+5AZH/nKrcWXOam8jn1T2wn4x2BeCWxvHGjQJ4aqNjN/cCBsqnmbZrQXx+TsO4d2JbqkYmjcG651DwU2PWL5qETaONLz6UjcYFKVZOXqCyR+PwznbM5gHTHGQDL7jXTtPhI3KEaRm7WsLRNigxtZY/ypZg5PqaIoIGzPPcVuEjQ5eP1ITRNgIdIjOWVBrBWqnvPE/aZtL8sBw24zLDu8ZGTkmiqA36w1KXIQNTfpyf8nDqiJsmNu31xZhg+qrW4SNrGcGMoH+xd4DFn2/pggbmW2eLcMMETZ2/ZivFmEDjON4uS1EGo9mKuAibBjCRunBvfND79xsG0u+PYCzw5joB8P2mbq6ErV5jKtrSS/tvsdrX4Nfcu+YbUrDRNiwomIH/BJbBU6GX8u673t7rJbmI2QrbjWwdTdBhI0GrWvjImygKBS6tbfnm9+DcTe1g3StCBs7P8LGaMJGdHwN21FLoG2UExNhw0Q0mDjCRqrdbkCPnSrChllT6uq3wzr56iNsqN24CBuJ7d2iOaF73PVHCblnQhgqGF/4x9pnInk47yNs7DbChsFa7FlTYOr5a8N88Ocjsq+CmfS7Mcg8601LMq9fr2UcrEWOGiiNsKFbnUWCXEPdLdnv1lR+p3Kuof8m6JlbhI3RGGPbxVhHHxmPLcJGHKnn2JP0VTv05/VP2bBhgw9m9d2wYcMYGKOsAhNhQ9g0m7U2cPiPO7yLDguJhI3xbEt8CAqIjIAOeLRyhklrHHeH61XloLdbgTu8TXE8rqdc8JsY3WoAxrGgPbSAmdS1nAdzjTX2XaaLRNmzkf7I5TupcXYCAxWGIulr85dzCFBhRVpG9pyEDTrOMp3ecjaNoJj07WFs3sGv6JRTg7ABcUefWBsOR0MpOIwueTcBWYfptI6OnLCxLkPXMGZ1os/MV8QJJ2xwaxZ1vJuFsFHoGDZGjmp9bQHChmRsNe/V0rmS6uiEETYUUhjPV8JG9XqX9IDWETb8CBsTEzYGHOymJGwopdCeZJr5z6a+NGGjpYSNzjl516yIsGEibGQ6ctYQIUrYGKuvJmTu5mmSOfqsW31yCRt4/LfOXgFLEzYibZ5yTpwtwwyEDRNh45C4X5bStI5Fup7jeAlhozTChokeocwab/Ts9uBsipbkItt/JlmzK9mdJL20sx2itQ/bFlEejUJ1RAkbNsLGIXy31N4grGV+hA2hDfrnLWGDq7tihc2V0ya1U2BIF7vmkEHYMBcBCRE2WkLYqKyjiKhE2NjtdtMTNkRCciU7l4lEp3rCRtulPzlhI3kcxeeLoyJsJNgkcISNtm1se9Dn/GSndfZodQu2l9MIG6mEjcT21q0hEPWv9fNO7KDd2wMl2CfI2yan8KeVEDZY07pZolbmGDUGkiOdibBho/Sex1iLPWsKbM5qJwfefGSJh4lrxaLIO+tNwZKO8yVYixw1kLI+0tvXKWEjZ01dQ90t2e+OsfyzwPadqNNQpax4fQp/N0VdHDNhY8rII3NgI2zEkXqOvZSfyCrnrA0bThhidqQNGzZkgTgVW8XDX7QCh3caLlyT5wInFgVaYydkLTqIc/lmhze0zyvQGmy+Sp9Djygmb97AMVoOIRx5ow72/1K9sMpFLJR7kjjmeTKNenWknTKNDLf4lt4uqfhmlIaH9LsUlYPvdzSvWB/Br4oyBPn6/ZrWb9A/SjYZwQYyXuYRGZB0ab5pG0tbZtrXqrS3edCMM5omP17EGzDJvMP2Ba/v+Onr0W2A0tEAmOzkyG3mmf6LRiqzATotQuMRQPv9js61CMPzAqnfrJDJ9N26/ZeOcbbfaSeDT2rRQr8joCdyg22CBTRZK08m3aI5O7Of5o61tSBlPUqbF8blOypNU6cN6fvZntDuI10Tq64XQ2II4wXLoEEjxzuwAdW01oN9X2zjlPmre8GklFWuUXIkrANpmdXpIyn9lIYOlwgbUihZP0OSD9PvksYOmh89R2Cth9tfkEE64J4q9CwOVayUyrqtC0NsHzz3g/AMKpxNp+9Tdt8jEaVqTVMTzL+9JL5gdg/YEzbanrCBdOtJ21zckwqHGaXzkTDvOkepuvMfzdeUY9KQ114nDA9am6YB6J2397sFCRvUs8oQNmaMsBFXJf351O6xhX1+MtDewiPWEV2ZjbAxp24p2YXE/Rnk1wu2aWDCBowvsyhT0j6Bb3O8R0kpW3a9YNmUyi47Xi+01igahnvGEDaSI2xol6YfYaP724KZj3P2oVJe3V+6bnKEDZOdI2yUwUXYMM6upr9gp3gSYYNbHxL0uHwIe/5MxyhPBoX1cJSOQus+zhvwI7t+buql8EhW+PkSWwUCnqj79LXuP6twQvL6iHm+Vf0jTN2V2BS85xq/D/eki31zLn36Mn2scYQNjTUeo6P139fWUWS5yODMrKNGO50HEzbyzwW6P7H1CNuY/Idq6Th9n7JnEyFho+4SnamXSnZqq/v5yY0lbNDIkhJho0xfl+YQtMdG47zVDWhv/pL2aIU6y6DU2kXYaPa2rrROGbPCfkh4vtX+Wt70c0dsTcRzpHdxUELxFW0T78eZ5iMBKRE2xD3/ym22GFQPMjCEjS3CBgzas6hd5Zjafxo9c8MS8O1Cbl/lE+FX2K6BL0KNPWDunhm85xcbB2uRowJa4kvBro94K0kJG1pnralT62IpWLLfTWfnz5dhNefYni0somdWI+H77e9nNV1dDJ0JRH0pSvPOOOOcu17mAN4H4D3QYgSJle1LJHth9yP6mOL3k5t3QpprWDc2bDjp2AgbGzZUglJGsYvfxuMW2/jtS7ITS+S2wSCP8Lv8RZTk24Zp4+/cxmmAsJEpRxj+mUxfKTf0o8/lbFAqj0ufu9HfF3X5CBupfUSSQcxXihBD8ihi4U4cYWPopuHu43A90v8PlTnv1jrVnZBhQ6Lmnku7dSWbSV3rFvgZI2woZq605RG+kw1FQvnTrnw1mfh/l4iwQef1I42wYVBlfpkRS91gUJTmDBE28PfZ8mUipU8tGmGj0vwwa1/bImx0fytG2MBlEfOtiFo3zWwRNsSE+w9UR+t/njvCxoBOP2WEDfx3qvnPYK0RNvbNgoQNKcLGjISNrAgbufpqQuZ0nsbPsISNkx5hwxRvqQgbNArgyDbPlqFw4fD2NwMRNpIJG0Ka9kZzqHcTrFR8Ay7Cxs56xZatSyYVStjoImyENr9eoj5r2T5TZd2sFKnC00s9ojpxjhAjbJhHdhBE2HA3xDDvjrBVYHBrme6/H4qw0X8/e4SNBhAh8lxGUoYUJETYsN/VG3dpco2vI6xb7Jqd1Z8BJoqwMXDGUQobYQNmjrCRqpcO6dOF+xJJjzWYJMJGcP6C5qUG7DlNq80YpDo9TXaivZWRTrdgRzCNsDE0f+eerfT9sTX2ZrOGhWYtlEVJ+c0z3FH+TPORgBTCxtpush0D6RxoI2w45NqzqvH5ZsDU89eG+cBG2ICZ9bsxmOA8Mbdfr2UcrEWOGkiKsEHOOLYIG+NlPsbyzyCQ+xwlBk/ju+BnNV1dHHOEjcX7SAGw43+jGkuoB1huH7C2fUnqOfZSfiKrm7M2bDiB4Kw8GzZsGANzgDqwaRYd3okBPObEMkQKqKrUSQ7V+BH0nc1bUOTHL+Z+felg+qKEkokJG0H7ufRjZBqbp/Lf4bMoOBRLdMwP5IK0+hoyEk3rbCg5utVSqMlYZg6nUuqR/r+O8UFqbyQ399xgOPdMxTzo//GDORHSvFaDsBEhI2CMmi9LjKS1yC5i8gn9KIcow2EjbFTBUhviojQ3woYjbMCwM2N2XVdyDBsjR7W+thE2ur9HStjQWos3zcxC2ADmmZNK2BBI6ForaHYNYP1z0nVtQKeZjbCRqbvmYnHChqaEjc6xa9esiLBhbt/OdOSsIUKUsBG7sEJD/m1SG2EDZwL9i+BH2BjWcUrkTpFn1B5lrAwxxkLKTZV4fyMQNnZNN74ObeL4slVBCBsTOBaNIWy4CBtl65K1JvRO9lbP5ggbEcfpSdbsSkRCSTalkGyqAS/qEcrDPNc0+5CwYcZIyxA2Sh26BPIhJmwoyUbWPz8pYQOV00vKrq+H9OnLEF6Ui0LR6hZo97Hjbi4H6YI6wqSMTq8EaPuLpnL1jiwb00TE25Cw0bXV5ISNZL00Xv6jJGxE2rJB81fb9mMw8wKp2vubVrewM9Oo2vl1MXRukNnebU/ysjWlTIQNYZ+Po5OMKH94iRn+cab5SMD5TthQfadrD8dTlqmwBnvWVNic1U4OooSNhQlwcUhnwuNlXdJxvgRrkaMGxhA2WrL/2ggb0+U9BdYggw/Ubzg9c2LfBYwp60LcSyG721QyjLHtYizfR8aj9faPXYQNQ9rYCBsdUs+xl/ITWd+ctWHDyQO3+m7YsGEEjFFW9Qex0qZ5vMM7ObyOOCFXVepEogh6hCNsDEQYyV/MtUnAT98lnHSoX025CJyuXfopDuJKKRgK35jreO3Jk3hAQuWi6Q86VQlO55MaZye4UQRDmTIYx88EhwDv/ZFlHtXewi2MuXWUr5hXcqpLIFdYGcYSNhIi3kjfyf2zpA9O239zD9OlOoqOzSMhbKz9tq6lNsRFaW6EjWkjbExwAJMqR7W+thE2ur/HSthATiZbhI2pDJIRXQ4AdDtzhI0Bnb6mAVtrjbZ0pJ+LOm6dxXwxwoaRX1PChrkBfEWEjbVG2BjS6XOHxUbYwJn0HxqfsJGg45TIPShPpM1T0smWIcZYyN3fCISNahE2jGORJo5FBXNlSYSNUsKG4SgYO6oXYYOx+Xl/IxdqVFk3K9mdJNk8wkbkMpIG11FA2DD/wUSgSvaGkggbEmED/HnWpo//5hI2gBI2TASrjAgbOjHCBtQjSiWhEmFj1xMyzTwySYSNifU4bfqUIWzonrChJyJs5I6jAdv8URE2EsreNHg/RwgbBZGdS+BF2Gj2PGFjiHCTakM3ETbAPG7WMB7UPoH/ppWfnokhVB5ruTjfCRtbhA2HNdizpsLmrHZywBI2NFkr1nigFPgilOuiSzrOl2AtctTAWMKGd566ETYmy3sKrEEGIhD6T0TPPKGEjTnaY4xtF2PxPlIAStjAfzfCRofUc+yl/ERWN2dt2HACIdmRNmzYkAmlqIWSOJ+Yb+1iaxYz8ryJsKGoE4szznYLYejY7GSpqdQZo7WC7gbL8Il4hA3/hbFymNuEVFBfNmGxXrxbN6mTkGKeSQKqF4QcB3Gbt7QZ1URJt0VjDsXMj4rvd1g+L01GLk8ZE2Rwh1F8e9MyukxIXtn17vJwecbLnA9Sp32fw84IQb0giAbpKdrbD9UiP5dI2KDJioq5IIfObgOXjj92NOqP/VdmbjV9SjzhdHNrl6YtQFJ74e/E/hmUn5/v0t715/5S2HZSsX7nxm/nPInGENfvgkz635LbJJQPFPiEDZ1B2FD+GDGIjp01ImE9SpoXauWbQ9gwbWD6QOZcHhxYh8Ow0noxgGAJDfUp30mOEDaG+n5uXWs3f3mCla5vCXKkrANJqNVHEvq+MaTR+U5hvVQRQpA4rfvl5/pd2jrt5kf7vHEEHqhTSQZXGP/vJIQNEqoYYLyuLLUPR9gwt+uwz7R+OmatkOSp1AVlHTiSd2LC/QdhTwOEsAF62nUN7TG7v/5e1bZNjRuQkPi0X4h740r6Pe1r9nBmkrUF75/N+kH6cmMcSieSIQaqxxnMSNhIUyWR/YPoq94BRkGEDZtFjLChdZauWwviusTtzwLbUUoG2j1o+iraN40tsyRTlkMiNL7tSbdZa1F2vdCFA+uDKfsbtF5IzhUlhA3tCW6clqkT6vh5RFo3Dbru4a+JduyWEjZsHnvv/2yEDdsu4fpQNBZEFOz5MQQ9XDUoHUXy8A620TqNCBtdm5hyMhE2iuXGE7UjYPiEDUlPJoQNYPppgU2hf9C+5/Vhs77uMggbZlw2A4QNbfSJujYcWS5hbsqYlwAcYcOInXsTfMp6JI6XWjoO6uN+hI2JlmhRXx+wQwb6dOv9d/S+hERADOwWVfV1ySaO5yU0/2ozBuOFm2aedmh1C3u7TBDCxtC+IrO9MYGoe7rx3g5fcB/H2PYU7V/k1z6hwXSmgLStwN+l2AVWD7KWGxjChj63cvvzDBDHeI+js9kjpNgLNxwH/PnI7au6dXbZ+TSKgbP4cUnmrctrGQdrkaMGJP1OJGyozjaAL4jIWVOn1sVSsGS/m+SctZIMy/HEPCU1/LnCXOPlRs/3vbz8Z2qC6qKW/G5Nor6OWpWwkdDvYvVyzA7yeF6a5TwmQybb5gtH/KD7RNwHovb/Cn1V8reJ+Qwc85q7YcNasRE2NmyoBWUWNhJhQyJsCLdP2dv9g9tI3C0KukU30TOkgKosXPEmdvyI+y4gbAjlz1ciqHGaHt7K9TIJGzS41cKlz0X58EVNyztNVtKPBm5YzCZsiLfjkPIPRogB9vtRyuTEN7eFfS3iEJBD2Jiivb1NNC6/NF7S+sVgXyBtoAeIQiKkW1S526RLI2yMIWyITtVCO6SUv9JNnXLyCf1Imte5eudwJBE21m7EWOoGg6I0twgb00bYENc3EB0fUjBrX1tBhA1FiMSSoSs3v6Q6wuU3zXlEETZq3nxzUiNs4N9GITbOAUBrBWqnADttTruuCXuJCW4cCsh66O/U+tFiETZM+i3py73NYNfIfXkySFfhGofOzJu3a4gQjbAR0Ve7/45fp+w4Py8jbOBnOkfw1UbYyJwHs2WYIcLGrh/zB502vqQ0TR21QAgbM0fYaKpH2Ogc5Zu+zVnChmB76j7W3zPVWpck2aIRNvDBdl9HTbP3CBtihI1a62lShI24vWiZCBtmfT1kRNjo68/Y80EgbAAlSk28JmwRNlzyfRvZCButIRGsNMIGef6oImxE9yq6zwfv59YTYcOOYLXLi7CROW/qdt4IGwrNd+GPM81HAs77CBu7viyZRLiTiDXYs6bC1PPXhvnARtiAmfW7UYifxY9Bbr9eyzhYixw1kBthw7op4HOqLcLGZHlPgTXIQARyn1li8LS+CxhznHdtETbmxRZhYxgxP4k1+Imsbs7asOEEQrIjbdiwIRP2QJ/ejEYjTJBblqgx2DivRp1YNKDDax0ocaxSZx2q08vkvUAPzcMn/HykCCMV5ADA9Wwg18skygW9jdZ+jW70h7BtuLyHbg8IZOVupQuMNVKi/WMcU5u73V0ytgbl9w9mJjXOBgcVA2XOz6D7EzmosXKH1Rh8N2l742Xc3uAbO/gXDB86Je8+KaUgqCMmCkka0Pyi+eg0ml7XNXglHXL00XzUDg/cV4PsdKGPJB1GS+9W6r82+Vi/k+Z1v45YlrzWru6T2wS/7vqa1polbEjsfKmfGkT77wpRtCGewHk//TZmKHfGR/JTh3r8Pf47CWEjoU9pjW4u0mAJG1rrwb6fX9fDzhFjkCJH0jqQlFmlPpLQ9+lNVNRxhX1fOgCQyp87HiVHYKyvS3rACua4moZUqX3wTeGmDMEzTGSTVMJGpS4YdzgoqvoBwkZLImxoIWpgLVC92hCfQDjMKFl/yNyP/8r1UqfMUn+cxCDP3ErefY36sjI3gC9I2KBr74wRNiQfVL97Cc77VF8du49H8zTQUKJa84SNGXXLrP3ZGJ0Jp6Man7ABBWVO2otIIG3ehm2eVjZeBpkwKywc+LdYdmi98G68RO9mR9ggUTssYaMvXGufqeCsEym++X9A2Nj1dVs4R5usnLMr7ueBYcX/C5XGgoiSPT9KRSRsoIciZbMW1qYB0NonbLB21zpyezotihYFWoMhNuAb9/1ymvmzj+jJOZWlLQQ8yPzl9WGzvjbn0qcv3Y9L5SJs+LbdXuT+++o2HFGu8XYXTMowDsUcmSxNjJR9otDvaulZfV5aKdAaoNWmD+pplmiRtCCtI4Kd2uifhfuSXMJG2Z5BmkPAEs0aFCGo1f0YHCRFmOSmsfNorV2EjWZP9p5DYzavvR2BqM+ORIkKno8RNnLairuNeGwUpUqQthX4O3HPv5DMY2DXOFJQE2GjPbdGB+95sQZ71lRIsRduOA74diG3r/KJ8CtsV+ksvoigaZKsZzefA2uRowZEJ3LGbg6AdHl7mUPmmjqxLpaEBfvdFOesxygDEQj9J6bM1drT9clG/KammILFMwETCXuU/TIx7yS/H/DzRxjvU7c88Ly0GoLEyvYlwT4RHz8m2P+LxE5Jcw3rxoYNJxyhV8uGDRtGwRitVUOMu0MRNlwcqe4PjVAQEDyU77CgW+YcU1Z28x0apENz/Ij7zuY9UP5cOexBoD09poWW64VztouHck8BMeaj9L2bICOh/QY3o8QYzD6feYtZLlNbkiE8zLBW+P7/QJ73/18Wro2cBlS+uU0FbUvKDGn1iBL0vi9q75QIG9ytCHQekfJOdVQVSTPZ3pD2/W7suO+DPuKuluyLMnAzGqhgzuKOtkbNl0H5MwwXtepOTD7BiCXN6zQKCVd8zzkisU0E+WiEDRvCd2SEjfJ5fV6krEdp88K4fEelSR1rTB8oiLAx7XqRJkfsQJHeamRn04wIG8l9U9AN/d/ykdXXSo0vlftIrJ+mRtjoPkDwPptfpN8ljR3kseA5Ao+JsKGEMTHhHBcLVbyWCBtDa0WlLhjRgQvrno5zGq1P94QNpH9Ouq5p12e7v77X21wRNpRULxNF2Jg05HVKhI0GEzamj2ghyoexAGEjqkpKOj2xf4xep9A8fRQRNmLrUuJa54PsGdvWfVUxwkaWTLTNK0XYGJShVoQNJUfYyCZsCGmaOmq1cSzK2IcKkNZNA4+w0f+4s4QNgLZgbTJZ0dvJ2QgbEQellPGSjZI9v5cMr4d7ETao7ckj0JpHdv3c1KGLsGGeZyJsFMrtT9TG1gS9DEYKQU+mETY4GZIWAgl+3fkRNsz6ei59+jLjsnGEDS7ChgajN1QmI4hyCXNTZoQNezGGibCRqXckjS9qmx7b7yQZTJ/qI2xo3eunU0TY8BymqH4sZSLp00b3838eS9gwdT9rhA2kdJnIGpisZSNsDLR5mc4yjFa3YEew2rs9Y06EjcT2xhFfAABUT2JjzMt9MmgPNMIO5+qbOcqvTY7KREqEDS1cBHAiImxshA2LIXvWsdnsMSbRMzcsAjbChp5ZvxsF6Sy+3D5X024+B9YiRw1Y/S5if/fsP4SwoduyCBu1dbEULNnvpjhnHSvDetZExpcEo7LvTa5/Ui1IZwJuap2uT6T0u6XqZWpwF8N5e7QFZVrLvoTuE5VS7LxY7eyeyTvZLwxgkXVjw4aTjo2wsWFDNZhFqw/ALCiyduELnML950NGo7bP+U7IbaDETULYgEiEDdYxLl7+/MXcKLUmwDWdvuR6mUSpCQ5BXfqegzhjrE++PSBJVmqsGThUyFT8RWdW8fYwof+SPIqUSeEm4HrGNFOnpK9FHAIwxpY519He++vJx22y8/pFMmHDsM/HtgElDrBOOaYIiYfUUpoAoJqw7osIG2NuDyx5NwFZ/SiY1/31hC0/rvcRjgNYPkrYGLw1PcG5Hv9d+6ZxzIZ4ro24iAKnEU4GgNBYZb+foT1T+hR1vDPTSA5hI7ksgXNEXcLGLH2tch+JyZNC2MgmTZbWkRRhYwxhY4ExUTPCxlSEjaG1olIXjLZHFQdQlnzb7auaXePpB9Oua8K8M4EB25v7g3o1h1bT6EezGuQ5woYGaL0IGzv7eKNg3tvUJM+qXS/TghE2WMJGoNNrb49dsk7ReRo/szrCRu21m5L8vQgbwzpOidyDMkX3hsPpZMtQi7DB6I0Gu95OmE3YaGiEjdb+698EO75vxopv/k/rtNnjNXF01o6MoPwIGyxhg9p/IhdqVFk3K+3bJdk8wkakbI290X4P0LZ8hA3cT2vZGwTyIbR8v+PsRZawwclQorCR+csnbHR9KYuwYSNsuLWZI2xYh765HKQrETZ2/fpu5pH2MMG8PrWd1jrId+3dtibCxgRLNF0fAWDQiVMov41YV7gvyY2wUYWwEcxLAmGj7cdg5nlE7f1Nq1sXYUPt/LoYWislO4xYloOXWtOTvaSD9tgeKK38ZJ+EUdmRLhcphI21OUaNgXQOpHoC60bYWIc9aypMPX9tmA8sYQNm1u/GQDwvqGCfs8t9DV+F6bEWOWogpt8ZG6Fn/6lM2FiSsFDXR2aavKfAGmQgAqH/cJrstL4LGHOcd0lRCadsj1FO8QiL95EC1DxnrC3TWuSx7YqPs1fkJyLq9ytUlTZsOFZIdqQNGzZkwh62ZUfY4J8PjVvDh9dBHsx3o4kJjPOzfYQjbAiK/Fg5ZIKLTTjpUL+aUhMYSVz6qQ7iVR34E2/rz1X8JcPNEFFkUuNs5kHKiAz89JmxnFKP9P+Ttjf+jTtcrHBw5j9Ty0hI5heOcKXJ3Dp4winPWb5ThHlszHxZ4gQhOWpOY/SI9qOB9YQt/4KEDenGC4PVGLoSMasTfWa+IiZyxqefR8uXiZQDRd/xDqYlbKREURqBWfvamggbCpJvTapWRxthI0hrI2wEEkKfoP/Xpt1H2JiLsCE6ZdU3YMeclQL9vrJ+tBhhA91K7vVl5W7x3jWwDsKGibBxmD7iR9o4jej03hZo/DpF52n8zHlF2IDGJ2wk6Dglcg/KFLT58RM2TISN1JvtpTTNRS7WsaiCLWQMYWOHCBuHc+PnL5OVss6uqpfpgH61D/l/I/aZOutmnXVJko2PsBGWzV3Yv2MIGyYT3K9KbBU4GdQxEAEDWjc/YKdtr5zm+dZE2GDqrhZhAwhho+9Lu+aQQdjo60/FI2wEDn1Tn1IX1BEmZVDCxiFznc+1MfXCGkmy8hJlMIQN1UXYaLUhbEwQYYO7BKfQ4f+oCBuRvUrTtH0Z8H7OjMF4HU3toNbqFnZmaVJ7nrAh1kt8PxTm1ZG8tL0Re1rChkohbCzl9CRsK/B3a3OMGgPpHMhE2NCHdduf58Aa7FlTYXUOthtGw5+Pus+z63djMAExdknH+RKsRY4aiOl3rd1PIfvPRtgokvkYyz+DQO7zDHrmUsQEkbAxQ3uMse1iLN5HCrARNoYR85NYg5/I6uasDRtOICQ70oYNGzJhDttshI0BwoJsABeMW4kOtt0zjHyjF1GSb8skHouwUYmwAZITvUtYrhd8jllNuTD14tdHjoN4VQf+kY75nFwp9WUjvgiHV9MaZ4W8KynU5tBZRQ4ak+qR/H/S9sbycbciDBgcsxXzgDhC5qlUJMxrVobcCBtMVKBqhA2ROJPhXDBR/02b44R5feWEjZN2+LPUhrgozfOdsKFnirDB3GY59SFMtb62IsLGkKErN7+kOtoIG0FaG2EjSLj/wO9ptCaEDWiLQr4ny0P0EjWBATvmrCQ6SlXSj1YRYQP35cY5he53cn+eBEOEjbVF2Agiafo6fck6Redp/MyJJ2x4+xZiB1iKsAFCm2cS17JlmJGwUS3Chk51Qh3GEGFDqbBOdzs3HksIG8ac1jSnur+GsKGZCBsRUsMkh4iVLgqRZPMud4nYBhpbR7EIG8gBv8RWgSGQD6FtUeRjaT7qHYymirDhOdQrEmGjG2v7ZkSEjYYQNkj3CRz6pj7UrxxhwwVkmWJen9bOZdLRoLwIG80UhI2YTVUqzwDx+KgIGyL5BqBRPWHD28+tKMKGFZQQNoZs1rlnK9qPsGHOAjtzefhObA+Uqx+FGGmPr4QSwgYAzEtaL4B0DmQIG1uEjXXYs6bC5qx2csBG2Ki4r5oO9fWsJR3nS7AWOWogl7Bh6OQbYWOkzNat5HjKP4NA7nOMsFH5sknWh23Cs49jIWxw9eLMUMc7xwGshyCxETbkvOfKd8OGDT44K8+GDRtGQClioTQnjyJhw35hPvjPK/q8WfyME7JJYKYIG6B6I6oiPyvvO5s3IaCUyqEIQUIH05dcL9j4S0PcAa3eVASHoObrBAdx5ectO26CJyu/YXHt4/9NOyDx5GIJArwMiuYrEI7oBoPedJ1f7/gFMnaq3X7SGzxUpC+TesEQx2PN9la0vQH1Sf/wukPiwZmS82YJG4npi8Dzizd2NBq/Jgsyt4onnLYiO5kLCBti/6Tlt0bShA6thTFbmbARJo/7L5JBe24W3pBl+youY3KbhGkq5RM2QA874dKyKcWPtUkdWysiaT1Kmhfq5JtF2HDeVSbRPBm4taj2epEjB1mXsUyek1xLCBsDfT+/rt38FQhUcgiTIEfKOpCESn0kpe8bQ5oC5f/V/js4HckhICg/1+9SxiOKCmXr3RA2Buo0mOOoPlHaNgnQqMCWAAMq+C0FUvtwhA2nXzLPtP4zZq2Q2rJWF5TaG6C07iPjHDo5O8cPJ/i0xlBJHn5OqEXYCLYukhyVCRu2H5nDmSkWF68TmkWD9GV0i/e+kfvzJKDR66wg8xE2qAjscoovCND+dOw5OudWHSZskHkaP6OQjpqj69aCtC7FDvWG1jqSAfpMfxzWcYbkDmRKmb9Qm3u2J93yenKuDFK90IUD7zGSbvt3+UxB2NCgbZqGTKeBOBYVzGXSumnQOeeClQcAoKlF2DB/d139WJW7xWUjTzO21qKxIIHu20fWtaSH+7YJalcICRugGo+woTWydWiGsDHGVuEL3gvgkw8BtY3CdYH7CG0b1qaWshBIsqH0deOmDgWWdLHfZRA2zLhMjbAxl4O0NDelRNhAz9AIGzj6RgpS1qNa40WUAaWPCRudXN3feks01ldT9VJruPSftxcC9b+OHo7dC3R/ZsU0+60K+rrcljxhQ2vlEzaENp9knkZodQs2+JMUYUM8N8jdh/TrvK13REBg8sBlHGPbS4qwsdCN8NK2An9n6oTaBQCWc47KRbCW99gIGwjB1HHcNnuMJHvhhqOAZ6dE+6pg77k2TKBnifpdid18BqxFjhqI6XccYYOeW+lWs3Z0Mb+JdbEU5MpQq71LdbFqSDlbmhWMTcLD2EMVIbdc/6RKoGdUlhwlumpUlCGhzZeql6mB56VZzmMyZKq6fy4At8eI9ZGafVXyt4n6DCywbmzYcNKxETY2bKgFKcIGMZi6DQVx+LebstZ7zv6lN6JHImxMQtgQImxgcoKfN+/APVoOZbVaP32XsFgvk7BBgxunXPrS7Z84v5S8k2TNvQUqU/GXb8eh5ffznew2HY7xX/32E3OgJqefUo/0/1XbO3b7+ojb4PKZ1FQO0i9SIc0v3PjNjbBB5wQAABW+Q53+u1eH+qcw7pLKnzdmc5E7bwRzltelmPJvETaqYakbDIrS3CJszBNhIxZFaQRm7WtbhI3u7xZhY4uwIScMfYL+X/OzVqB2ytMPJl3XJN2SHBxOHmFj4GbiUqwiwoap06YBUM7RcNfI/XkSSFfhmhu40a3cc4nAj1NZp98ibKQ/E8kAfaZ/h3WcErllSHuU44+wsevH/EGnjS8pTVNHznG8fC85FGGjm8r8Ot3t3XgsIWxY19jeyd5G2GgP6Ff7EHlLts/UWTfr7Nsl2TxbYXBZCNLHTLvsYhE2sEySzSizjwhrGSZsAAjzkXUwGhFhAwAGHUKwbQ7f/t+AXV93zSEjwkY/LtHazBI2NHH+nouwMUKpxaQMejnBIXOdH2WbrjA3+UJ0Ms8eYSN1/At6rI1YV7gvmTXChmjvBGiadUfYsCNY7UhdjGs/uSymP3ZocHQehpgZ2wOlETb4M6g+96isU6M0wsbREDaEc6Bm1/ezTCLcScQa7FlTYer5a8N8YCNsANHvFiLARTGBnpXbr9cyDtYiRw3kRNgwdgEA2CJsRJ4fyrdGWiVYQxsQgfoPytkkMCaKsFHVhy0B4lizUytz9jMRSSXFtouxeB8pgEfYIGSZLcJGh5ifhPmNJZzN5Ceyujlrw4YTCM7Ks2HDhhEwh202NLx0i5ldc/lNtnFejTmxaM3fRG+zYJQ6y7Ycf71s4CjRpcfnIzpwF8th6peU0dy8yd3QP4ly4eol/BrJlkLYGLo9IOgLETmGbtcwXzNdhGsbWQY+X4lwZLMo3vhEDs6qMbJp20YcAjhnf+nW/0naW4W/cbfBJfaLWN5WbgVh+5v5a+y4BjJ+MRGNXtc1dCUddjzUAB4Zwf6Dv2BgxZDyQHLjvymbOundajcPCnOcV1/yvO4RNrg6jhE2km7zNfl0UZs4woY4RoSyOdljY2d9KNkQl5RNzDep/YTxmO0JDV7e9DMr3ySOynxeWAZ8q7HWYAkbugsLA/YHLvncuqaO0+ANyIQCSckmyJGwDqRlVqePpPR9ehNVCWFDKn/2eJQcgXGUBLH9eRloGaac42oSNqT28fRMEJ7BDoDYyR39Fcl9taapGGGjyo3dzDiHThdq9o1/KFJb1eXkEYgSsbbJz8t9DOtVqJdaByRCX5vEIC/cSu71ZeQUut8tRNig+5gZI2xIPqi+uur6REAwVvixzD6CIyHZeZpkTvfDo0P1FCBjf8Y9MzxPhTqA2+6OL3PaXkR6mbS53RvmRRoSZRja29Gb/vFvUbFdflo7vRFXcW6EDSlqh/mhhX5eq+A4Lq2bBhxhA0fYaAt0dNNlG0LY0FrzNj/8NxJJt8r+oWTPj5Oh+oR1nqc2FZyHk9vUQtPsALT2CRuarqHo3VKHLjRRexGHtJsflEiaMXsn1X9kZCghbGA9MSBs9BE2mnPp05cOI2xoRuOx425SxQzLlWkLQzhYh3JkZ0GXEOTJ0f1JslUmXhqTDyOEAq0dYUPBBEs0dwnOYJtL+rTR/cD7OzVho0xfF+Y+6Pa1XRnw/Kv6V+JtPsk8jdMH7SJsNHu/LqQzOvuytD8T7Dw9gai1jkdo7mDK75XRLAGj9vTced8COiqCtK3A30n7MPzb2mHbkJRzi7DhcNJs9h4S7IUbjgO+ndLtq3xy3xrblej3FZyo8/fMkPf8VFiLHBUQ0+/s+kjsAgC+Ts/Z2iVMrYuloFa/w2kl5Ru9QCg5mWJMcdZbhogi1/3Q/al12aQQsQx/N8XN/UNnVKzuUkmMnDNOtl7UdPUyNVxUaxVE2FiMIJFwFjmrPBHCBu/yNcLWLuWdYL9fw7qxYcNJRzP8yIYNG9JgDlKs5bX/3lc67KJGFWHB4T0geIDyHRZ0KzqIc9/lOzT4h+bUMjlXhA1XL439hj4h1QvnbBeEXCyoF/9r4kxClTwk9lDeSbJm3q6Ry9SmxAT3Hj3A8b8Pn/fzwPWQVfdeuchYq6Tg05urtHJ9yokxXI/2/zRUXNX2hrD83G1wAxvrfMfxuHNfMkikB09OKrJph+QIG4ohmfnzJdd++Hu5b9LyZxguMm9uy0XW7YfUGQpg+MZiXO+pbSLIh50Tdatd+MmxETYSx9paIM2vk6xZTL6j0qSONaYPjHTG59bE4P+KvFMRKTfA+Tclg/Wtyoqwkdo30fzVv4B+rHBrVkJfs3XQQPBMEibqI5zMWRE2BkJMB+Vn+l3S2Gn9Ncg+PiLCBlV15zCMxUIVryXCxtBaUakLiu3t/TYKsXEOjrCBFKFp1zV0mxYAmMGvBAP2NBE2tNsz0XqppB/RvjZpyGspwgbuy0qB7kkb+2Yhwgb1yl6AsBFVJSM6fZUIG948rf3MVxhhI7YuBY7gAMOHizNF2MjS48Q2L4ywMaADsAtHxuKB1wspwkYuYUNK0zRSq8385epoLKR10wATNkx2OMJGWxBhw6RiIhXbCBuaibARiRhR1O8kBPv2jD2/l4yvh3dJKjSPYdtO2J7OxLzr56b+iaEIG4VyexO1ebc13xuhBD3ZOBNpE2GD6afSQhCUhwG53d+gaQCgH2v73bn06cuMS3xLvm6Bdh8N5AbmI4iwoXEb9Z9zdY6k8SWNl1q3sZo+1UfYMOuDIxDUXKIZm1dqhA2iT1sCdOG+xOir9GZSg6qEZLEtARrVdv81t5K3CqBvk6E2z16bM9HqFuwIVntbV2m3pgv7M5F84kepMWsYAAxH2Bhht4xG2Fj4RviUCBua7MNOVISNjbBhMWjPOjKbPcYkeuaGRcBG2NCpa8WCCHwRRur3XpJ56/JaxsFa5KgBq9+pUL+bJcJGZV0sBbX6XeydWDo4jUUIK7lnhdML1H8Q3EUn9l3ws5r+vIueCcTOhmvJkXKeuFS9TA1a7wDg79FWINPiBBLBXoh/k8/T6viJpPuFLbNubNhw0rERNjZsqAQbYcMaaeOEhUARJopvqCA646x3eI1voqd5MN/lL6J+vgDGIN9nLxE2BEV+vBxGqaWHtDZhsV6iykUpYYM6WXEO4hwzNiHvXMdrT57ahA0iQ3BYMNh/Qfw+q+5ZMkLtw1LS15ibtVLq0aLxv6/a3vgzR9gY2S8G+4JAFFLZbUDmNTu3oPGbfVW2q6NgPGp5PGKkO1XTPpJSfmHsTBRWlC+LsJ4AQBZhY4TjgGdkbFs2wsZowsYMzsw1MWpDPNNGXESB00hMBvp5tHyZSOlT1PHORNjIImwkl0VY07uXUoo0Wo5qfW2iPlJM2KiwBifVkRRhYwRhY4kxQZ2BANZH2BhaKyp1wWqHQkzC/Qd+T6NbBc2u8XS3Sde1ASLpZIQNfDjlRSScRj+a1SDvdUKjnwO0JFqMibKxWIQN6lm16+0YC0bY8KtB1lfBI3ePX6foPI2fWRthI2ddos8JGbjP5qNGv024fssg+zh8GUcJYWPoXW5MjN3fCISNXW8nzCVs0DRNu7VQz3E8FujA/J/WKSZsHAoIG9bliETYaNsDa/Pz/kYu1Kizbpbs+R2kfY8ymwo2wobLw7XLHqBt/QgbdiJEzsPSup67njJrmdb99zZKlNQGxsHIEOOYfhrreIPjDuuJhLBhyZAZhA0bYQM5Xes2qLFg3E3t0Feg1B4OfYQNrGP13cWQOVKRa2PqhTUvZ+UlC2HK00Dbgo2w0cAES3TMpiq1uTDujI107ggbZfqtNPcBNE3bl6Ffi7TZl6HnCuzOJWh16yJsqB2pi4H+KO7PhLLQCBse2UsmbOTYJ0gKRC6M2mcieUghbJjZ9CQSNlQfcWwjbKzDnjUVpp6/NswHfz2tv6+aDAN2u3FJ5vXrtYyDtchRAzH9bhbCxgJ1V6vfxd6JpZOT9xRYQxsQgaAXhP/9hBI27FizxS/0W4pgjG0XY/E+UgCOsLE0QWK1hI3IPnGq+SvtrLt+vhs2bPAhrMAbNmzIRUDYGCAsBMZWYgwOHeTd8xIxIcwj/K6EmGCVA+QsERA2Bm4jGiuHUqZeCCHGJUwcOSYmbAi3G+U4iNcxguQdxuYq/vKGOJ5vqnE2LM8QULkmcnh30VzIWI7d4IjfH2mQHncIysgXI7Wk3nQ21BcyD7NEoHSkec09knjCSeYsHPEmNh4xBueFTKJU9N3Kh2tJ/ShSRxthYz7M6kSfma+I852woScmbARGUhX+NgKz9rUFCRvWAXwjbIxGTUPqSSNsKKWgys1tIumz/9lG2HC61aTrmuRgJjjW1CBsBE6rnjPhNPrRYoQNk34b9mVQnXPXrlkJYcNE2Dj4twbPIUI0wgZ13u9/q7FO0XkaP3PiCRt432YI8uarpQgbdI8ycBlHNRkKCBs4VHygN6L8TISNQ5s2vqhjhklTTeBYVEzYOIxfm0yXbXanur+WsIHKZhBZHyZxfCjZ83vJDKx9nG0H5bEz2e92IWHDjhGGsFFqbxCiRXU6rdEV4vYiF2GDkaGEsOHpktiZHNDaesggbPT1p0iEDfJYqxOdv2uhMmFD9xvZQ+Y6n2tj8v5WI2yYdFRP2Nj3/5sgwgZnUx0sT9xGflSEjQi5vFE9YcOQBzFho8JFQSVodQuWctXs/boYar/M/msIG9pGPEFzRyTCRo59AsPNtcxR/sIOxkmEjQSH1NXDdhHfRmMibOgCXeikYA32rKmwOgfbDaPBRtiAmfW7UaivZ22EjeWxETbG97vYO7F0cvKeAmtoAx+Mv4mHur43ayNsGHteud+SjI2wsRE2Ylg7YWN9c9aGDScP0gq8YcOGTNjDNmuhNIurv8iLDu/2+X7xIyHxqMMCMMQElwkj39hFFB2K2HcFwoYvB6/Ij1/MzfP9+8EGgtSLcKjPOl+NkQfVi/91uoN4lTCjgRy0vwykiZC0UbDdlObrO3fR+nWZ+HkF5RkCd9NZhRCwJBM/XXIzWpfVcD3S/0/T3t6D/f/x4aJfhqF+EXYjqS+Y+asv09g20C4d0SmHRtgwZUolbJDfYg7i9Hu5b/rlzzKSavpu3f5r20lF+l0wr6N6UGE/98ARNobahJEPFIwnbCh/jFjRY2NnjbA+OnJbJc0LudmWrIMt6b81CRsD68WUhA2bF5FBKep4Bz5hY6DvZ9d14Cigwt9GIEUOqS5GO8LW7iNM36ehw7vHlCVseFNb4gFAVnhibjzGHIEHxm8wf0v6/YRzHBuquJdnLGGDrkccYcNE9GCfaf10UgkbhV0wOk9VJWzQuc8QNpBuMW24YWFPag4tTNtUCFkd6JvQ1SlL2KisH9G+NgthQyknvwYbYcPpMZ1z135thI0FImywyynR6X3Fb2bCRoauWwtZ6xKzbgzWC95XBuUa1nGG5KYyjSJsoO9z5sFsGejCgT8PETbIwRmeU/Bv+368j42wgYTtfgfihFpwgC6tmwbdVOaviY0LRFA1woZba5gIG05JNZLbX4r6nYRg316PsAEK0NrnKaz9B+Og4/JSiiFsgP0PyrGO3FyEDaX77+1aLdjIJMIGMDLThSAoDwNPT8R6Gri1dTciwkZDCBuk+1iHvso6igg6OL29YbxvmygaXoQNm+y4Phzdn1NbZXUncjP3GcKGi7BRfYnmCBtDNs+AKGX0Z7OP6X+tRNjg7BZdfuX6umizhJCwYWzBWYSNmvM0gh9hgxA2hDM6JFz/Xlp769YQNvqnsYNlImEja08fyIcxULaJkULY0IJdAOB4CBvSOZAhbGwRNobtWUdns0dIWgc3HAU8O6Vdy2bW78ZAOIsvmftz+/VaxsFa5KiBmH5HCRug0HeIsJFjs59aF0tBrgxSe8feiaYDy65HU5z1FgrUfxDcRaeKsEHPQgAmrQt6RhVE2GB01FpypLR5rF5OwhynvP3kOggbVffPBUjZJ3rzV8zvZ2zearhvnoQ1d8OGtWIjbGzYUAmjI2yQG4sCh3f6/IIRNowIfgQJdDjmKRTWKltFDhNhA1IjbOB6wVlRB1nqFJ4KwVjuyUDlAGA/i5tRgd3NHoql3gKVS9gQGeZCviA9D/L3WVXPOXTV3TS6vmbK5JcNIKwX7/2BMue2N/6N7Xe0/Bypo8JNZ9wBfHjjWm4buHR0i8lOGslgHkm9ks6fK8GLApRJ2JDmBbH8KZ25Vt1JouXNG1qTCBvMLZl+BngM5p86e85HmLChz68IG/Q2XvwX/5a0DmRnLuSbQ9ig4zFzDWUdoYfaM3edHiEHJ0NJhI38unbzFxKi/1DidDEsR9LckYJafSSh70u3tMQibEjTtFj+3PGISYbWnqUBR9iQ/USWn+NMGbmbb3LH4NQRNiR5KnVBVterU/d0nJO9BCVseDrRBOuarRhep5knwgZ6KKiXOvqReJtW3kYkMTPcCY0OH/Zl4xi6302zxomgZGiDGQkbVAR+OUU6vY5E2MitO+/W+D6LGGFD6/EelgXI3p+BP7YG68Wz8xjlBv22RIQNPD9qQG2e195ivUivFkTY8M0TwxE2xhA2tNbI6br722ozr41c5BCSImyQNbHZub7WFhA2TCpshA3G5tc/3f2JXKgx2OZJKNnzIxA93HxmI2yQsrUH11+aZu8RNro2MeWMRNgYLTfWad1a1um0nV3Wsx14fYQQNrh+Ki0EAHmEDWTvaRpAa2sGYcOMy6EIG1CPKJUmV2RwDpHJzBqGI2z0nw2ZIxVp8zq1VY7sd5IMyM7ZtgCtdn2w/hKNZbaeCf3/h+2Q3PPF+xJBLzeoe0OobHdump6wYaI9tcaGBzDU5tPM00hq3YIdwZSwMXhuIO2HBNukmaO5CBuaWeeFdaATabgCFO1f3o91z0RyIW0r8HdmNj3mCBvSOdBG2HBYgz1rKqTYCzccB3y7UD+X636dnUu/GwPRB2B8H8xdl9cyDtYiRw3E9DsuwoYpY+0IG1OYRWvJEF1bcuQmdhv8d1bCxhRnvWUSQS8I//NYW4KUW6Z/Ui2I0WyEM9OacqS0+VL1MjViETaWmrPXFmEjZZ/IEc5q9Iuic4fj644bNqwWwgq8YcOGXKQSNpwPtXCYYdidgYKIHBbGEDZGsy19h2oA8AgJHjnBc7Zxh+t15OjrNzj8APt/z+FbJ0bYGK3U8MzzLh3lPSc5pA468Gc6Xnt/E2+0wki53Z3rj97fEYSNrLrnbjqrfjhh6oiMZe82QCMD8zr5LrWvRR1uzDsxwoYRKuWZxLxFln9mvxNBb1FNibAx6CBN5yzFzgu2LAyyb8HPCZlc8m4Csg7TgdR7L0e0r5Y4NBH5RkfYOAGHP6mb7HprVpj3qDQlp5EaETZoe85w208+YQOyCBvZdc3ealM+R5QYX6oRNiZw+BxD2ODKEyVQ5dZR5Ob2Ej1gMN9KqBmqODCAQphOCWFjKMJGYReMzlNlpDnJkbL/WStQO+XpVtOua7xeogh5Z1rCBi7XNPr9rAZ5jxBg9HOkfdnbxLu9xq6R+/MkkK7C3fV7n8MBpkbSOCU6fZa+mpi5e1fLhI1WHydhY7Be0NhvXT/tX16GsCG1eWZ7Z8tQsL+hOr1E2Nj1dsKDThtf3p4JpWnqqKbjeBJhg9Rpg/ra4TB+bTLJmAgbjb0h9AAQ7NXl9WGKPVOtfbu49plNBdb7SdnwTe3NjouwwchUy97ARNjoOh7ud8J8ZByMaIQN7c+zLn3wO97gvOPKGAQANWurOmRE2OjHpXKhY1jChqZEqYnXhII6Opi1HA8jO61NMK9L+m2tOurbSPdtbiJsKJhgicaX4Nh5aKA8go1UCYSN0ggbkxI2IjaJIMKGNvsySD+PmGhP2+oWLJdQ7fIIG5nzpjb90RA2UHQeE33DT75sX+nIcYwNe2HCBhekzMBeVn8SCBuCI12z6/tZJhHuJGIN9qypMPX8tWE+eOsp3VfNpd+NgnAWWyHCRunZ9dzjYC1y1EAQYQOt8xxhw66Z1kxSh7AxK2GhUr+LvRNLJyfvSWCH8kr6L3f5pwdFnivNjten8HdzEjZq9a8Yxth2PSgInj8W1DxnnEqmpeVJ2SeukbBxjP1xw4a1ohl+ZMOGDSkIbkcTmMd2UaOKsOTwHhAfFPi3DepAl44pu9msR+3KNUTY8PPlDRxj5bDG6SbcvNonNHbk0KwiSwkLo5ULTdrbfk3qSPvtgx3Eh+pClNVjHtNDXr7fUflS+4itF0WeCfIlG7fgef//o0MLev2JHJxVo/T6betkTdtADTkd57a3/w5zqB/cVsj1TUWeIXlLLH/vBkRAv9E8xqoTaH7RGonXOtKEPZfqyzB4JZ07LQrGI5kv2Q0w+l7um3S+zzFcpK0Vo+G1k9DvyLzuOcChm7xZkbjTuIxrAnFf01p7hA3X5tIgAfsu/mtB5p0136zj9S0qd8qaVeMGpcS5yX/ZX4ttP8h1+tC+DJ4c9HOF8J6DckQOFP0IC24K8W7cluZWaQ0Vi8KMrwpzRIocSetAUmaV+khC36c3UdHPXnvGjJt4OBI9JXs8ojnScwTWerBOgzZQYX8U862EmqGKpZvCcEQDGtGDu2XHPtP4eplI7qvTBYP2BijYT3kg45zuJdo+wgbSrSdd18Q9qXCYUbL+CFFLnNMqMPVS6YCE9LVJQ157ndA5wlst3vRlFGFjEcIG9ayaMcIGFYFdTjWdT4m+OlY/sHqwm6dVP0/jZ1jCxoy6pbQmyPsz8KposF5wdB1K2ICCMlN9XWXMm6TN8R4uj/jhyzB4wMldD51Yfu/gTCnQoL3IbAbZETaQruwRNkyEDTDrac4+VMqr+0vXTQOPsIF+NDeLl0yj1prUE1pMhI2u/MTGENs/C/2ubP8g7PkzHaOoHt4liSyanN3GRvhp0Tu7fm7qpeg8pE0mw3KPJWwoZP/R0G+IjE7GkGaUsp1Ka7OXYupOWggAhucdNH/hRzvChouwkTx9mRvxsdO1DmNw6f776jYcUS4yODPqyDgPcxE2csdF2npE+h3X5iVwhkHQGixRoIEplugRe/LA2cl/vnRfQvdoQ4SNsj0DbUuwgiul+4/9WqRNfgCDbZ67NmdCg3YRNpq9308Hx2z8jC7MzC8jjrChmfJL64CVbxBMm7iE4rJODIkHjr+T9vz4t7WD04MAYIuwgSHtAQyOyGZPIa6Dm7Pa0cG3U7p9lU+EX2G70si4NZyoM9fltYyDtchRA1a/A1cWBf4cictrSRz2Mgfe1i5iYl0sCWJXzj8rGU3YqHjOmgvpjG6xNZG7/BOjOgnfJKuCn+qcuUjZ8mcCsbPhWm2SdJ64UL1MDe7s1p7rLUWQkM4rFxqDKfvE2GWDRf2C6u4JPgPHTCDasGGt2AgbGzbUgtkkWYVqgLCQGaFAoVsUpNsGwzzC7/IXUT9fAEgjbAiK/Gg5TASTIOqByy/lFsZ6bFB+IxPW0bgIG1prUVlibzFLjHSQy2CX6ksJt3qY72POr/T70YSN0ugOAig5yIxlhdLPImwk9rUkNn8seoa9wZe5Da1mhI1GhXmQ9k9GUoQNkxU5pE6OsAH21jM6X44mbEi3r6WUv1Z0EjH5lDmO1HurcALx8m8RNqog9VaEKW4wKEpzpggbqWtlKVL6VAv+TcmzR9ioMEfMelvGxBE2Op9a4yDC39KSHWGj5njcImyIabHRM7YIG+FeQveEDTT2J13XxBuBeQP2FmEjJTPUCaMRNnqn0mYhwgb1rFqAsBEfp6FO3w5E0xwE8eyl8zQWcIuwUXf9Tmsnv82HoqdWk2GGCBvZhA28Z0Jpmv124FhUMJeNibAB4PbYh3Pj1yZzG3rTnOr+GjJde2Btfv3TvQCyfabqep1447qcjLD2mU1FxLbTHnCEjT2EETaU97z/eYStAoOLsKG7723kY+ZSky673pmoXSDCRuMIG8nTlxmXyOm61S3Q7lNz3KXJNb6OTIQNTNgw3SX3JvigDzf+932qfR7T6HG2TykaYUNPGGEjY08u6dNG/yzclywSYcPLw6TvR9gwM9JaImzszTSr9qQuxrWfWJY+woYhLuIIGy2zzpfuKxUwfdJipvlIQAphA5Tff7kbxNcO6RxoI2w4rMGeNRWmnr82zIdohI259LtRqK9n5fbrtYyDtchRAyk2eGoXAAD/nCpD91tD3dXqd7F3Yunk5D0F1tAGRCDoBeF/H/Aryc8uzz+pFsS9lC1+od9SBGNsuxiL95ECbBE2hpGyT5xq/prVZ2DDhg0ihBV4w4YNuTCOJmpHCAUiYYM//JMd3snhtUAI8N8Jv8teRIlDdfcdTl9wfhYU+bFyBE70wQZCrpdJlAthI2MVKIFQk2ycx2dqiY7XvjxpByQYeU4gUr55xtmwPEPA5VIk70oKdX+QEJKDZIcA7/WRBuk04wPT7wL55MO1koMz75lapAMtzGucU04uYYMjmdUmbIxxKpQcKOYkbEhEmf63aPk3wkYVVHUQH5n3qDTPR8IGdrzTMA9hI2P+TsGsxpepCRsAVkfaCBvTG7Dx542wUanuRdJn/7NW0Owa9P1ChI0JDNii06rnTDiNfrQ4YaPlCBvdXmPXrISwYewYvZPnnCKw4zRRp88aF8Szl87T+LkTT9jAY791/dR+WIKwkULmT0gnW4ZKhA3rO88QNnb9eD+0aeOLOmYEETb0eggb7WHc2qTRXKP2hrCB5maJsMGUeZJDxJI9v5fMwNqXSthQXYQNqx0METZKbTWoY9jLS3T/vY18LLSBcSbSExE2UBkDwoZdWw/p01fvfG3eBegJG+Qx69A3l4N0QR1ZvYIx3+fqHFk2pomIty4d5RE2GphgiR61J4/b5o+SsMEQVihhw0Q6WQthw45gtfPrYujcIJOgZwgb2t6U6+qq1fUJG0AvfcNY2MF4FGED3SB+7IQN1TNP9Uhd6CRhDfasqbA5q50csIQNPbN+NwaSfl9wHl7LcX7ucbAWOWpgLGEDk6c3wkZevl0ikJT3FFhDG/jg9j0Y0/ouYMx53jUXYSP1Yt6l6mVqbISNYaTsE1PPrkvznss/ZcOGDT6kFXjDhg2ZsISNRnby7r7uF7UBY36oIDrjrG752wZpHtx3o4kJ+LZ67aYO/NnPl1fkR8thnOhN/dLpK1IvkygX3AEGSqeUsJGsgOUeKmQq/vKG2DxDnc2k/suXJSjPENAhnY0lX/lwQtGDkMjtgbF6pP+vYnzgDg5p+VOeScxb7guSs2G2N6RNxycOVIiwwTl3RSLeYAzPCyVOEJUcKATkHqZ33+N62Agbc6Cqg/jIvEeluRE25idszHQIU62vzUDYML9thI3pDdj486yEDdTfTxxhQ9wD9vnOHWEjuLHV13sXI2xU1o8WJ2xojrBhbgFfCWFjbRE22Isj3Jo4alxkEDbgfCFsQOPKpdFvayJsZLZ3tgyVCBtWX5wzwsbYfTjCUhE22sPTKA8SYUMfIDyykB2UJjlErOQYNbz2yXo/vqm9aXbe0z5hAxOBKtkbuAgbbfe9u9xEmI8kwgbQeRZch1Mq/E0Cmr/wo0qBW1ubxAgb2s33QYQN8qh16JvLQbqEsNFH0cARNnS/kS2NsJFkm659sY7pU8pE2OjaqoEpluh8m2p4RtA7ph8zYYMpfxBhgyNsFER2LoEXYaPZ84SNXMLNEGED2VKNv75miJml+8rgnML7sfJYy8QYwgb+fOyEjS3ChsMa7FlTYXNWOzlIirCx0HwahaBnlOiitRzn5x4Ha5GjBrYIG+P7XeydWDqdW8nxlH8GgfoPjCIHUH3fuxQxQdpLBWeISKwqcnjHHem2XYzF+0gBNsLGMFL2iV7bK/6ZGnnP5Z+yYcMGH8IKvGHDhlyYcPaOUGAOzlrynFl06eEc+Z4supjgoVvt9DyOsKFqKnUmX+WUA/Qrvpndk0NQ5MfKYW+4pOmj/0v1ElV8FQTPJEG7evG/Nk6doXOBl+9A3qzzoIocitkOw/c7mm6q4h8oY4r2R9tRve+5DQ5+f/TGh73pLF7mXEhlizkEeO8LBumhvibVtfcObW8/YfmZVMKGkvsadwBv8nCy5raBS0e3AuHKTpXkIF884XRGBldvYbq2LAySnaptHWcYdIN3x9adlLy/hvD9jpnXUR1F+yp3GjfYJqF8So0nbLjpTjj84ebKlYGb47l6r7ZmMXmPSrMl82NFwgY3reFnpmhPOvfRNQsU+ISNVvuEjYG+n1/XnJG0bI3TOrOvqcK+NlEf4dZEY0hTqOGUUs7Yit5JJmxEjPZJ7RkjbAzMTcEcR9coMvfNYcDuslXeb7lpKaIrcIQNp18yz7T+M6mEjcIuGJ2nqjiABnvA/mcNAWGjSr5D8ihfz1Ka1w2rEDaUX6dmH92B1ksd/Yj2tVkIG0qBlV8jrdd2TuNUuhE2+OU01OmH9vrJGfeZ03kaP+dF2MjQdWsh2J9F1iVu3RisF2zPoOVK0HGG5B53iETaPHV/kigDgK8XuWwZ205i+b32mIGwYepIQz3HcWndNFAqbv8YG2GjPYcIG7vTXfpWJuw0hQTBT6Eyl/U7UUI/v5GOUewBrFJu7fP2tH4eOMKG0W95wgaSqcRWgcEQNrT53kbYkPRkt/Z13zN1V0LYQPaMYPiatXWXSNjAY7IhhA3SfaxDX2UdRZaN2ibT6+hwMBEAwjEwOsJG1LmpzniJCOFyasFF2FC6/hLNOi4NtLmgT5vnS/cldI+myP4htt/KB2d37h1amp6wYeaEfl7qyiO3ubf2Vp2nkdSYsKEIYWPIpiLuzwQ7j3GYRHVkV+nUCBtZe3ruLMSmZDJJSKc+cggb1G4DsBE2ThKG7FnHZLOnSFsHNxwDfDsl2VctPJ9GQX0RKuwBc/u19DzMPAxO0nhkbfBkffTOUm0/APtbjs1+mj1zHkr73Vi/knJdrA6k867FCRtShI2JCBvBGSzMc95lxgslbHD+BjXkSPXzitbLCZjj8B5gaYJEynnlnEiZm7iz65p+IrEz55O05m7YsFZshI0NGyqhoYSNAcIC0NtxBId37nnPsRlmjLBhDOyIpDFI2CA79tGEDRphQyJsMPWCDwbM56B+s3UL7gAHlUu79pccxKPOg4yDZfRQLDHSQS5hQwrXF5SftMfgbTpKOYWSc5oQQcaN97mSQm0ONBs6NuV+5L0+9gYhsa7xO8wGmpaf3WSX33TGEjYiUUiSIN2iqnUoQ3KEDX+u7L5yBtccwoZYHKn8KX1ZfLeu0SPa7/BhpJmymDpi+6om7YE/F0TYAD3shCuVzeCoWP74vDq2HgnzQpmzcEGa0i2fWfO4YIgY+jxBc6b0Kc9JTkNehA1B55DXgcgaN3aOiPS1GBlhdF+r1EdS1sRRETYYOVjj6djxiOZI2/5HFGHDzMnczTc6cxAWRdhgCBs0woakP9bqgrS98efRde85K/E6tNYK1E6B090Ynagq6Lzj63S0bTToTN0d5STO/ZF6qaQfSX1tbFnimaFOaPfPaPdk9xjdvna/m0gOCZwuBwCw6/fZMxA2qAhYFFsVeE2M6KtZUxMlbJB5Gj+nkI66ZIQNt91OWLuxM+9gveD9ALHzJOg4Q3KPWrNIm49t7+h6yr1fEmED25oihI1db8caQ9jQoJHTda8DASFsFCjKKRE2uDWxNMKGRlEhVE8YY29Ed5IYIfoEQsJGuZ0PC1iw58fJMLYj1QxE2LAOOq6O7PrlpWvKiW50ryQ3nqgNidNG2GjCCBteHzHyBxE2eJ3ZInXeQfaMYPiatTU5wgYakyZyCAAfYQOgiwJ3BBE27NyEtxOmemeNsFFLv/Hb3ETYAJhiiR6zJyfvkDOe8q0xr5cbLBVhQ7MRNvL227V04Fa3YHuF2uVF2KB2mMSIHJiwYZ5kI2wI60D3/HD53XkEc5Q/13wkQNpWeN+dgAgbnB4EANDs+nJshI1V2LOmgNZatk8eRxE2IEgRNrTW/ro3p30mCdJZ/Hg5Rf1OKHtsjM9pz5pk37cQTL2lRtiwF9/VjrCxgvZL7ncj/UpKdbFayD4rnF4i6AURfq+7p8v2T6qE5AgbleVI9fNaql6mRizCRu4541QyLb0nSZmbYr4UNQgbo3wGVqcnbdhwvJBW4A0bNmRAk4P//kP/lxA2gggFdJM9QNgA6ticRtgojySBnZ+x8QIpCN7NcOiwv4YcghO9g1wvkzgkCsxzW0fouSEnVJawETvMkByvsTyCchljaqfc7h70R4EoMmScFcszBPams7qHE5Y0ZQ5r7aEt4xDARbORbv0vcNR0RKCU8jPPpEbYSFDMu37CE4VUbhtIhA2IRNgYPI1l5iwI5wVXFgaD81R8/o5iTYQNjtQCA07FBQ5NVL6xETZOwuFP6hxfbc1i8h6VpuQ0UiHCxpi1shS5hA2tMwkb2XUdIeWNnCNm72sT9RFuTRxF2CjQuZLqKBZho0APGMy3EmqGKp6asDEUYaOwC05kDEXvSYSNVgURNiZd14S9hIo4ho01qkt16kXYqHhjIMasBnnmVnJoOcJG51a2a+T+PAmGImwcQkezqUXgfVBDfdVeijCkrw5lDABaKbelJb91hA1w6S9I2Mg91EuuF7wnMeWyryxE2KBRZVMJ5YkyiO+XEDZweyRE2DjotPHl7ZmQLmpsFa0281f5XJlC2OD6mtlj14mwcar7a9JsDxBs1iN77yn2TOK+PfOiEHHtMzbOyGUcOMKGqRv7RCu1fx25ubVM6f577lITXE7rYEQIG9qfZ1364H9OJWwojrBh1tZDImEDjUlFImyQR1tIdP6uhQLChiFl6Caco0ZH2Ei0MXl/a9WR6VPKEDb6CBswwRIdISyI5QlstWaMmH0MeH9LI2yshbDRgtmXQbSOks84CtDqFnZmmm1ohI2heTCv/3IRNkwxkiNsZJTfzrXMGcRw2aYFF6TMwAXGqmdjWAqSI52NsJFJhDuJWIM9axJ4JpwjLcMGC5awoYl+BzC9jpeLYG0u17Ny90/Ze+ypYLdQxz8eU2zw1C7Q/Qfsb1UIG3MSFgr7Xco7U6ZTijW0ARGo/yA4SihFnivNjten8HcnirAx8swRY/EoLAWoec44lUxLy5MyN62SsHGE/XHDhrWCejxv2LBhDDyWLDXu+otW4PDu4g9639vn7B9kAdXg30QvOIhz3+WzHt0hYujY6xunfUdo3mgwVg5l62UX5Nv9INeL7HReolwwh6voa0dkIe3jVZFcF548RFbfR4rIMXS7BjFoYHDyUGKCVcqCfE16Lfs8zQM/k1f3zEnA2BsDRfTp2LFMvoe0jaX7wv9+6LYILnS0i24TO9SPPONcjti8g37BdCOP6e1YFLwMyUDpaADvVtdgqjSyDbQ3NjLY8ejkw+ORaz/8vdg3afmzQibXqjtJNGED5dVXZF7H0U24OuZO43KuCUR9jc41dk6QxogUIQmMSOT7Fe8ZPWNNJJykOC8U+R4J62BS+9H50fWbrDmYqEBYDvq5RnjPITliB4paa4+w4YJt6MG+L62h3SvMO5yRtHCOiPY1LINUF9nTutBHRjoGxdZE6SYq1tga0Tm4225iJNboeERzpCNsgDe3ytGbeBmobFPOcTVDFdP24SIaSLfFctHxjJO7DVUsRrbp5S7rgkF7A5Tsp2yi6D8mYULY0KrPx+nWk65rmqzrKYSN0eU3WfjzvbtlHHf6yvoRKc+kIa9xJ8Q3wIP52njtdY6h+6UIG9SzyhA2ZoiwQUXgI2y4NZHTV0fpB17fRf0QiB6jtR0DHmFj1kgovWx0TZD2ZwbJ9YL2jJSwoceXOZBJ+d/HX/bb3EVPzYs0FOwZUF9n34/d9D8gd4ywgdvKEDZSI2xgXdmL9oYibHQ3websQ4WshHXTABM28DRtCRsjdfT24AgbqneUN6QEDTq0tQUOSqGuENPj8lGy50epkP0AQC8nR9gANMcBWKdgAICmt4Va7aDzkPae9z+Xye1P1KhPo35nIiF3yeNyojlbCzIU2RWQPYMO374v7Xfn0qYv7FzdOMKGZuip3ZYX982J14SkcFQ8WOdhW72ZctN9op132If6/5fPTawQoPp26PVTmGCJHrUn5/Vp83zpvoTu0YYIG2U3ltI5pMsZAEAp3ZfBjHGzd3PPsG2OxKH9qJadR2uNImzsbV1560mKHbkTMhTcez4kX5oUNFN+cR2IZEFS6P8yR/nVz0TyIPHA/e94u033yzJy54LTgwAQYWOLsCHqYgbHZLPHSLUXbjgO+HZKt68Ko/utrW2JnlVlD8jvmeXzUPCe9/aFM42FkzYerX6H9INgfUT1bkkc9pxKs3Z0CdPsmfNQ3O9S3uGSKdbF6kA8K1ys+zJEbQ91icGsDRPA/26CuqBnVDGfuppypPp5pdTLMUY04M5uzR5t6YgWdffPBfKkzE3cPFihX4j+NjhJwRZ0jGvuhg1rxUbY2LChAjS6hdKFhucVWbegCrcigLBAIuOsd9sgpEXYGE1MQLdEWUcJtBvH5A0/33j5s+Ugh5kq2EBEbuifgg3KRjpw6dgoJHNF2Ei9BSqTwS7fnEHKT5y7Ys6vsfwGwdX72BsDJZjbK5U/llXkBkfvdaHMQ+VNu6Uk5aa3vNvgxoVlFPpd7qZGirChCyJsxKJHRMYjRrSttIbQSBofd5J8HTLeTYDYjzRqa2ZeT76xeIuwUQVjb9eoUbaiNGO3fOaEIY7cCiF9nqI9U/qUH2FDj4qw4ZZKfJrBvmAeRF+WzRGz97UtwkYvyBZhY4uwwSbqPgc6lPnvrg/xHu4lplnXeL1ECW0DMN6oLtVp9JbxY4+wYdJv0e6JRNjY7xYibEgRNmYkbEQvDed0eiZqXta4wBE2KGEjiLDhdNTzJsIGIootEmEjZW+YQthI2lcj1IqwYfpMJMJGKmHD2zMJhA3fsWh83xwbYcM4CrXnxq1N7blnXB77PsIGnpsZm18vRPcXE+Im2DPl2trkZAbWvkhk1Bb1Fxt0uP+/T9jAMtWR2+8YZgPUf2/XMWE+Ms5EmkTYwOS4qSJsWDLkubTpC49JG12364O0+9hxV9mGI8tGCocdSwYKd2i7cwrtRTEzr04wr1NbbWU9jrY5F2EDIMskkZSXw0B5hPKf+Agb2uzLINrmyWccBWh1C3szRNReWE+G7cgdBs5WesKGF2HDJhWSOUr3lcGlWd6Plc9EMpFE2DgfImxshI1V2LOmwBzz14b5wEbYAKLfAUyv4+VCWqcK5v7c/VP2HnsCnLTxuEXYyO93Ke9MmU4p1tAGRKD+A6PIAVTf0+X6J9XCUUfYWLqPFGCLsDGMlLlpqvlrzLnDMffHDRvWCmEF3rBhQw6wMVbtCGFDiDChEAEDP2+M+XTxU+jQTbfotkE9E2FDYcde7HDophH/8DZe/lw5aISNwEgdqRffkc6Xo0a9+F8bp06+fWo7D4YbqoFDhUqEjfCwwDcSDRlnxfIMYQJnVgpbNnsoag5t8zZQ9P/ZxgcV/sZvoEn5I4drJQdn3AF84ASQbSQU5jVIIGx4P8ppdo+F6dqyMIi3FT7wHnMYXavueEQPSKyfT4ED3EbYqAJPNjPkZ9oQT0bYyPA6OF7CBowibKQfZkTm75FzxEbYAO/zRtiIYyNsOExjDEVCCIQNp3863WLSdU1ysDM3oULoGFadsGEm1opzH8VihA0jv+YIG90eY9eshLBh7BiH0NFsahGSCRsDlzMkZwywETbw2LcRNtx+YFWEjcz2XoKwgR0oOMLGrh/vB+ZW7pR0HWHDOMnWcxwfS9iwETYO49YmHGGj2Z3u/tqoHcRpqsvc/xu5UKPOulln3z5I2OBsW30e5nKgtnXmIftEK7R/JaKJtJZ1Oq2J9hG3F1nChteWZjNVYFdA81eQjF1bD2nTlx2TymuLVrdBS1uHvrkcpDnCRmKIBhthA28nFPktEWnjq74jIRHCptsRNvqoPGq0SSKCzD05tktSArRxVC/cl8xK2IiUv2l6woaZozBhI9LmcxE2LOWq2fGEDbFepP2Q8Lxd790AM0+2OiRmlhM2+DMo77ulnJ6EbYX33QkmbKhd344jdaGThDXYs6bASXMQP9/hr6dkX+XNsSubm6YgxtqlZdzZ9fAZR32ctPE4lrBhCNkbYSNd7o2wIQoEvSD87xthowgbYWN9e4CNsCHnPZd/yoYNG3wIK/CGDRtywEbYEA5OnTO2dPgnbXyFw+upCRus87ObOsQIG7UJGybqwRBhY+AWxnrKBb+RCZyfIw7iNZwHcw9jaxE2pMNr105x46xYniFkkhHGQJGx6aK5yA4B3vsjDdJBXSsF+LaM/oMnm/eZEjYSo5AUETYEwlkyJKccPH7N4WeqgziSzcnPz5dc++Hv2bbC/WzMYXQtBwox+RTjacQBbiNszAIrm4IgBO7UG+KiNDfCxrSEjdj8XeggzckxSV87csJGMYFqI2yIaW2EDSDjmO4BzX9D8v+k65qglxgnzFkjbFSc+ygWj7ChGcKGvQV8JYSNtUXYQM5zbi9UOC5OAGEDwO2PyuYpNPZb10/7l5chbJA2H7yMI1MG8f0ZCBu1ImyY/XbgOL4gYeMw0klRH3CEjZ6wYefmA2vz65/uE5DtM1XWzcD2Mq6uxbUvRlbs8zARNloNtqGs5cGLsIGIQNKlLrm2GtQxrJ1H93Mlsf912eJyGgcjGmEDyVdkV3BtExI2TPSqxAgbxrm6H6M2hxTCxtSH+gV1ZPQKjdoIGv+3VCSNr4ntXLZPqXiEjSrLdO6enLMREhvpURE2IhclBRE2wOzLIFpHcxE2xAgbqRFSUs9WmAgbToWqHGHDu6iIO8qfaT4ScL4TNkyEjU5vXa8Neg6swZ41BU6ag/j5DinChgbtzelLzaky6utZYx3nuSjic42FkzYetwgb6f2u1DY/lcNzLtbQBkQg6AXhf698UcFSxISNsLEMNsLGMFLmpqnmr5T5aHVz1oYNJxDCCrxhw4YceIQNG2HDHS5j2EUtcPg3Ttpt/5cqis6RRbcaQLgxHiXF5pu9iFr5Ffuu5+iA5RAU+bFyOCd660lHnpDrJapcqPJ68b82ziShcwHOdyhvTpEPnPcBwBlr7KmE/72QbqriHzxvXzPP0PYwlnojltw3x/UF5uBsoMzZMM4QwkEbQFo90v8P9TVW6Q7e4fodLT/tEwCxAxzWUZWR1ZNP0/E4sg3I/MITNkwRbKdy78cIGwNkBFsWBtG+6dUh6f8pm7pg7uDXirHARAAAfwy6+Ymb11EdxfoqdxqXeMsjlW80YcP2O//3+Fy5LqSN94prViTvrDRbMvZrEjaU8HkGwgY3Xsz/PcJGSwgbA31fqmsvb/+FPmNmjatI2ODGiFQX2fUu9ZFCxyAu6pQxpHn9BZQ1tqbqHF4d5RCouDqKEDaG5iY6xwX6hJLbrxY4Q6rJdyxhw5YHwnTsM+DXKUfYML+lEjYKu2DyPJ2ZqPtM9oD2613oYFlj7h+Uie5JNemPSM5SwoY3NpV0y3hd/Yj2tVkIGwrpzC3S4u1YNk6lG2GDVe85nR7cb7MSNjJ03VqIrQnBoc0YvQnvSVr0GQAAhnWcXLmT2omS+dH3OfNgoNOkEjaUNzn5vw3k5TlQMHmVEjacXG4s1CZscOq9+Z61f5g1+9y4tanFhI0+wobtgbhsLkNfUI6wMabfSaD79pF1zdcdILKDp7B6eaQTNpBMga1mZB9hI2x084WNsKGYNsD2IsgkbKTOOyj9YPhaMmQiYcOMSZVA2NBGb6iro8iyjZ+b2AgbPXLHhTSneulUGi8RIWzybQvQHvoIGyDoEFXyStVLZf3eRlEv3JfQPRpnt+jyG7dv88Cdd1iHFp+wYc4+sggbtjLC30rQ6hbsKKaEjSGbtbAfEvuvcaJEZxM26lRihI30PT3XvxCE88e5kEPYoHYbgJND2ACA7OhFJw2D9qwjstljsOdmm7Pa0cKzC9m5HLy/3X9WNp4lPavgPDxJv2Oej9knpsZJG4+sDZ6sj95ZKkPYyLHZT7JnzsTYflfqV1Kmi9WDdN61XP81/UZyF627p+NsmBYznHfZsyVK2FDT9Ivcc1muXux7K1uWUsCd3S5NkEg5r5wTKXOTdJ7m/VaSd+TMOXfO3rBhQz42wsaGDRWAb88JImwIhAX0hf9XiLBhQ83PHWEDG62Nr6/Gh22hc0AHo8j7+Y2WoyDCBra2mNsoAzaoLqgX7+tegWJu/8T5eXmzTpsQPBc/FEu8BSqTsOG6He2PtPzx/kvz8D7nVL124wAl1P9WR6FWIPU1uV689yXCxpDxQYdtE7zD9bucCBsFN535fUfod1mNCV55vPELWiZsDDqI+3Nln5p5IY+wwc4LzGFZVvlJGy4RYQPXu7mhd4Ds5hLpv6sdYUOfZxE2YuMd9TtxzSrZiJekGbuCN2MdZR2hh9bK3HV6hBxcn/IIGwBZETakNRTnLbyAheg/jHSQRvWWPscX9DWpj2S2n9RPsUxjImxw03SsP2aPRzxHWnuWhmOJsGHKyN18kzsGp46wIclTqQum6WXZ8BR8/6/5WtEIG3rSNncyUaJy/+0sETbsfwD9YHIblReF1Nd0ru6alBnuhEb3QtqzZSl0bb3fTbPGieB0OQAAc/HEDISNtAB6SKc3L2jXL0bpBx5hwyFK2NB6vIdlAVJ0+tT1S8jAvBBOkCk6Tq7cScn4bW4jbGS2d7TuuPdLbvpHul4swsauty2MIWxoreUIG8QOMwZJETaYNdE6p46NsIHsqDbCBmA9ILT59U8byVFalex8voB+vqNtHuZ1uvYxej8pm6kjjrChtRbWylpy44narWWYsOE/jtrAOhgxhA1nWEbpg/85lbDBRtgwa2tmhA3ll6nVLVC1y467I4iwYe08jSuE+ZzrVJy0T6w1XkQ4G2QXYaNzzVcwQYSN2J6ca3MuAsJAhI2x+5LFImwIhA02wgbT5jG7c60u4kfY2OVF2KBtjsvCNJa2672b1525NYywIa0D3fOJ+ponF0bdPVMupG0FAKA9Hm+3ATgiwgajBwEANDtXpvbccZRlKqzBnjUFoudmc+7hN1SBFGEDwO1twPt2JQjW5pEKhZekMGaFJKNjfKahcNLGo7FHpkbYsPo9sjekrqda60Afqa2LpaC036W8wydE3oWF1iOhDRZbEzl/GwxVPtd42eX6J1WCnfvB3zNNHWEj1c9rqXqZGrEIG0vN2WuLsJEyN0Vt/zUIGyN8BuZcNzZsOOkQVuANGzbkAEfYcNdECsZgu55Sp2rfmB8sfugwbxRhYzTb0neoBvCNF54hA2crRRgZKYclrND6tQ/I9TKJQ2JAWPDTx88NOqEyeXO3T2Udig0RNjimdsrt7kx/xH8d2SFunBXLM4gEwkIh7C2BQV8L64W7rU669T/XUZN9J4ewkVhH2YQNfFtw0P65beDmQd0ipxwdibAxdBqr/TS771z5vfrlbnIAfiyE6Xd5eH9T+mBAqKl7uJZE2GDmdS4qEFv+EocmIt/oCBsn4PAndZNdb82S885KM+bRVRphY8RaWYpswobOI2ykjUfvhf4D47hV6CDNyTErYaPU4ZOJTjKGsBHTuaqMx0iEjVw9YIk5rmao4qkJG0MRNgq74DTG0JgOYfLYUcLwyEgCuTIJOt08hA2r7KGn6+r3sxrkcSfEfRnM16auO2fDXSP350nA3dgN4CJsHBhHs4lEiKoTjE4/tNdPzlgpct6oA8IGIB31KAkbqQ6AqnHlQvVbm7CR1E6kzce2d7b+VeIUjfc2EcKGibBx4Bw5E9LVdp40OlA9x/EkwgZ7gNx9HkvYaFsXYcOQFRt8Q2gQrVW2eU2xZ5Jstrl1La59ZlMRsdu0h45MoDUEhI3BCBuFcuOOYe3Uup8r+04iRtgwhBNtInqiMho5iuwKbv4KCRtmbT0kEjYO3ns2B90GZ9AtUDLRxGtCQR1ZvSIcstk6R9r4qtTvRCHceOkIG2bO8O2QVSNscHop2+bou8Dh3+xjwPtbGmFjUsIGe9Ou2Yf1hA07xs2+DD1fYHcuQatbsLSrhkbYGOiPop0WADhvFLPe4wiE5icdrvNV9LXurfD3uQhkAqRthffdSSBsCOdpOMKGHqkPnRSswZ41BeaYvzbMB3897fVta+dHD65tbhKJsePlzN0/Ze+xJ8BJG48pNnjO3oBvQU9eT1H1LFl3pf0u5Z0p0ynFNHaLEkQUue4H/7lCLE7YIHumqQkbY89lPSgInj8W1DxnnEqmpeVJmZvWSNg4xv64YcNa0Qw/smHDhiFotJCriJN393W/qFnapCLPk+eCsM39DXvoJnrJQZz9LncNdd7SbgFGUTUGI2xIEUYy5VA0wkYwfSlyC6NmFVlqYB2tXKB68b82ziSNew5Vixf+OVIXHCHAObB71iPzI5FH2OAKNwJJ8lA53Hu0/Ka/9ge5Q+GPUZpZda/dOECJEpnqwDgNKIaMkLKxdOmQuhDE5Iz/4TuRQ30awNebU2i74YxD2dm+pvEzJA97G+HIcWRuUbU/tI40Yb409TJ0o792RoYwegQZj9wGGH3P902vwnzZkjZ1tO7QXFEDXjsR46m9nTic1zWaO6J9lTuNS7wmkN7037W523S6NpcGiVy27gv/9zXfrBMb784pUbsy0zWrxg1KiXOT/3L/UEP6PkAeYUPL5Q8+VwjvOShH5EARz0x4Sfdu3BbaQ6xrENpQM+OrcI7w6o2u5XiKrxaBTOgjIx2D2DnbTGWRm6i851E6PFEmfD5KYo2NR+wMbN/V4EVJSJ3jVNgfxXwroWaoYto+XEQD6bZY9hnrHNjJJpL76nTBRL0sF9ihS9oDGp3K6Rbl+abIZMrp65WcY9jYqBRS1BJ3y3i9uU/K2x7KTBny2ou0g/bwYL42Xnudc+h+KcIG9co2hI0ZImxQdZJV7zU3nzqdfpR+oF1f8w7O6A3KWrsIG5iwMaNuGazLeHwE274xehPaz1vCBvpt9DXgvkyD+r33rt/mbPTFJOKHLwPWJXg9gCwc+PPQ/gbpK8GNl+hdQ9hIjrCBdGVM2DD9sqMUaYAKB+gx9d58z62J2q7HI/M9hwgbPVnR3HjYlZ/a/CK2Vqnflewf6G2TyvXHMZEFqU6LNC30A7Hb9Pm02n22Ld4i4kDMRphlq0Dg9v1tl5eyaYd6MignjxnDfm0RwsYIu4Jnz6DD16ytu3NpzWTGZOMTNrTWwajqtue6vg1HQsHcxEbRsH7dGf2XidZoVVSybvYP9X/L5yYMRdpco3GjGmSrrdIkmXty1qHe6JtmH+MnOZawYea2IcJGWXQh0pZdxt0f0N1HcvahNUTbnI36WdnOo0GjCBt7X/8YOjegdhhc9kiEDTyxO9UsQlhhbBvDbYXtOcxR/kRnIqmQthUGTQN2rVjT7bq5kM6BMGHjfI+wMWTPOiabvQdvCJJ1cHNWOzp4dkqjZ/e/teTJdQHt3QEA2wtHp0jtcwP9OmafmG0snLDxaPU7vDMk6yOud0viMMR/zdvROcyhiyVBsNWk9ruUd9h0inSxepD8bRZbE1miOkJtYjBjw3RZTVcX9IzKjLkoYaOCHJ7dOXaeuFC9TA3u7Nae6y1FkJDOKxeq35S5STpP634sydxPi+trubrChg0b8rERNjZsqAAc7tjeiircLOQWNaIIE6dwukA6god8E32QB/NdPjHB3d7gnEixw47kGBcvf7YchLChqJF67ggbXBQDlI5GB+eiE2ok72TGLN1QpUbYSOwjUn1Z8kJwqwcAYIdvapstZQCz9V5302idxhIibCQRNhL7WlKbp9y+zj1TM8JGo4J2UKMPiPz5pUqEDRK1o88gSNeWhUG0rXAdBkSphD44wY04fvL8mMW/0XoHgPQbbEtuwiRG1S3CxtB4h+C3GmUrWge3CBvTRtjgbrMsnCPG3uRiZc3NdqIIG/iz+W3OCBux0OFemluEDTGtLcIGED2M06EhjLAxNpJArkxBhA3egA0w3qgu1am9Zbzi3EexWIQNI7921G8aYWO/O38JG3F1ItTpNRM1L2tcMHM0gJun8XMsYeOkR9jAjh9LRNig0RePNMIG5xSdTdgg6QYRNiDx1vAE0OJHCRuebtIftBZG2MCv+xE2Qpuf93euCBvBnh8gx+4xuPZFbFtt319aDbah7OqII2zgtbKWvYFdy/rvDYlWtJH1zkR2DGPnZ0LYGGVXcGWUImzsm3OJETbOee8ZtLoNaiwYd0cQYcM6dAHAqMP1ZJuEMF6q6Vl+m7ctbi83r04WYSPW5pyN0NpKzT4GvL9HEWGDmZtohI0WzL7MPTNkdw4c1Crtb1rdgu0VNMLGYH8Uzla83xD6KBp+hA1TngkjbHCEjepjLQ9phI16NoalsBE2hrEGe9YUSLWpbjgOsBE2zG/4wbXNTZJ+X0LYyNw/5Z9x1MdJG49zRthYS91F+xFHkq1km5/Exj8C09gtigSCXhD+98qEjVz/pFqgY82SJ+aKsIGKm3Iui7F4HynAFmFjGEnn0hPNXynz0ermrA0bTiCEFXjDhg050AdE2GhCJxsM5/BODufIDWXhhsV3sHW3DeYRNgD4jY8MxrEX3yAkRdioTNiQnehdflK9TKNc8BsZ52gbOpPg/IbyTlfA8g5jaxE2QOq/0LWVfV4pdjMil2cITL1XPiy1UULMWLY3OssOAd77Iw3SWYSNWPljpJbYTV8DsrKEjeAwK9sb0qXTAu+UY334Eh3EYySz2oSNRKIU//40B9lJxlOmjrAc0fJXcGgycm2EjbSNOP5tro24iI2wMS1hYwJSotePItHFqulHJ4SwEThbpjorbYQNAPD3Ghthw0vUfWYdQLnvlyFsWCnmIGzYCBv15j6KxQgb6AZeqwHa/Wy319g1KyFsGLLQIXQ0m1oENmAXp9MzJOyNsDF2nkJj30bYcPW7CGGDtDlL5h9D2Bi6/bMyYcPqjSivXT/eDzptfEmEDWOTCBzHKxM2aNADrq/ZCBtjCRuHjrDh7a7x3CwRNpj1YZJDRNHmAVn1nbX2kfY0jr8eYQNHGuPav5a9AXUMu4L1criLdOL2IjOGtReluQ3St0ied9xcERI2zNp6SCRsHLz3bA66Bdp97Liby0G6hLBhImzg7YR9Nb//AgyMrwkcCYkgNt22BWgPiLChJiJsJOuljH5vCdBmHwPe31UTNiKElUb1hA0zxrXZl0G0zbGzUnHEcwGtbmFn+rva8euJVC8i0U14xz7vBphVX5l1voq+BgDsUX7tsZaJ852wgf/PRjY6j7AGe9YUWIuT84Y68NZTQ5C2dn5Gr1kN6utZpYSNwSiWE+CkjceNsDF8VrYRNqYGt+/BqOt7sxbChvk8F2FjKP2NsLGcTEvLsxE2NmzYIK3AGzZsyAAbYUNwYHYLKlWEfWM+XfzcQZh822CYB/9d1kKKDPXOaQ2nzztYSor82MVckQgb4QZioQgbZBqNOZPg/IbyTlbAMg/FahE2lBAhpvuoB8sslmcIsZvOqinUvTyWqLHzv4e0eqT/TzV6+UWj7zAb6KD8Kc8w+Q7I6peZ73dqLGGDEq5qEzZqRtiIHMYm9cGJD7KTjF7MvD5EdrPYCBtVkOIgPpUhtWgd3Agb8xM2CueIsYbB0fV+QggbkmEM/8amOSNhAzRUD9dby5CKn10LYQMA6RQJmMQY6hE2zCGnv5eYPcJG5AZxBa5NsMPzLISNyvrR4oQNDSFhozG3gK+EsLFghA3sIB4jbMDIiAtcxt68jgkbWgNoffIJG1jnoIQNGNZxcuVOaqeUvWFCOtn1cowRNjQlNYzvm7Him8+8/aP7PJawoQ8oeoTJC9DczNj8eiGM5C6tKQ4Rcx14xWQG1r6IbctE2NBa8YQN1om8kr3B6xh9GbTRaQ1hQ2gD68ytvL+efDUibEAkwsYuMcKGGZPNiAgbayZsmN8Z832OU3HyHkgiONW204KJsIEJNjMQNmLl8b7jbaRHSdhgyh8QNnCEjQS785R2nlYfYG+SV3uesCGtlUGZ4/O9ZiJsmM+tDtf5KvqaJx8w3y3k9CRsKwxOOmEDAGyUjS3Cxsmx2WN46+BEhLMN84ElbJjfQAOgM8RVQVynxsuZu38KnkcXNc41FtZCOqiF0YQNZG/YCBvj8h2bTilW5/ws+DlZTOy74Gc1XV1shI1lsBE2hpFzLl27n6bMR6ubszZsOIEQVuANGzZkAR12KHdK1P0hi7zb0JLDOesEYxxWyPNBhA3zOEPYULJS172S5a1k5XPvobRQaHtPDkGRH7uYO0eePg9qCY7US1TxHWtUYG5T8tIRCDV+Hcl5swo6fd7zOlP0IUHsPMWfNcR0v/Qvmf+jfqAIYUMJn8f0Bfams7qGtKCvMWSElHoM/j/Q19LavPV/8B+Sn0klbChZVu4A3jyobHvkKun+/GJvUYUIYYO9gpdLEztihenasjCI9k2vDv0+ktYHSfsoRb4vg20n0pb4t+i8rtt4X+VO4wIPu7hsRr6xhA1XdcLhj1r/ppHdZBO5OUNqDUN40TrYkrWvImGDm9bwM1O0Z2y8mP9HCRsDfV+qa/ybD8ZIWjhHpPQ177nIOpAEqY9UIGxQmYwhTYFfNmtsTdQ56NzCPZ88HmOEjYG5KZjj6BrFzX2VhwVnSDX1O5awocBvD46wYQ++mbzMmmCeSSVsFE5TaXpZNiJ6rPnfjnF0qzD3iwgc7Jw8DZDxNaIv+FmReaZLFJSZWNl6qaMf0b42C2FDKbDya7eTcPOscSrdCBsA3JIa6vQa9Yu6hA30m0Zzt0k/UdetidiaEKxNY/QmvJ+jjr0JOk6u3GntRNocE0gy5kFurkkibHhzU97+BjtQmLkS51WLsGFmEg1m/io/QOeKT8dmbE0cHWGjDSNs+LoCtfmZvEP7T1m/EyX08/PWqLJ9j1KYrIj1AN/5io2wYZ7w+ib6TO1BFQgbtt8ZOaxtJm4vMrac5AgbqfMOsmcE/deSIRMJG8a5WiUQNjTZA07tIF0wNxlShm7QGBihT6Y7qgYN4X9fCEXavG1de2ldmbCRuydnHerN/sfon32KlQgbiu4fIvutfMg25abpCRt2LerzawFibZ69Lo+AwmVuCGFj8NxA3g/xfbgvP1oX3HFUYoSNVLvlEGFjYefiHMIGtdsAbISNk4Qhe9Yx2ewxivZbG1YH3y7k9lX2t7l0vFzU0u+9JP21OZWwseRYSNdLjwOsDZ6sj7iduAgbqXZar36q7pnzIPU7SY5aOmSRLlYRkr/NYv2X9bdBmIiwEZzBwrR1Qc8EAHzChjevVZQj9WwpWi8nYI7De4ClCRJUpqX3JDl+IvQ8Df9Wkjc9c475DBxzf9ywYa3YCBsbNlSAPURr8WIZJyxYUwCNsGGMmMJtJI6Y4AyyooO48F3eQuqM1uYWX+1NHeFGycjZ5+Ynh9j/OXD1Ym5y25EHYjf0o7xstZP6zdYtmAMcQAoUOqiQHMSjzoOaUdLo85zRvnaEDSIHRyDy/gIAUMLGUPmzbodmHLoqbxqDaC7MqQPXPk4cwSA9pMiSvsm+k3LTW+yZyMFZ95yQL5C+I9w2OTrCRhAhB/chcrI5GGHDyBy/jdeWhUF0XmAPyzIIK9KNOBPdUsHP/Wj+MlXERCHhCSv9dxUibGitLWED9LATbqxs3Per3jRGxrutEq2D36qUTVgHswgbHIEqYy5nDRFDnydozpQ+5d1qrCEvwgZdQxU3Hr0XTMboy8I5ImVtAbkuRhM26JydGwkiQe5Rt+MwckT7Y+54RHOkxk6/U0TYiKQ1FmZO5m6+0RmDcI4IG5L+WCvCRurYyQLSUVCi3iNhNEFdnm9cKD8/j6xT9xYkeaxF6qWSfiT1tdpRarrMUCe06Tst2UbY6Pezu2YiOSRwuhwAgInucggdzeYQIVhS8Xix1cPo9FmmDdw2fYpmjTe/GZIY0lGPMcLGcL2gPYn1qnb1u0yEDb/NWZtX0nYrs15KImwgXc86VTR++wAA7Pq5/cA4cg6VQYN2umj/twXjVDT24gSHlAgb3JpoHXVHEjbM/I5ruMEOJ0MRNhjCRrmdL5Qv3PND3r5HsO1ZsmJChA2PsGEOUbVmbEHYtjPCVuEL3r/uOoDq5XB2Wfy8K5t1gDMRNrCt3LE4UPrgfx6cd1zbhBE2zNp6SCRsHLz3bA66BTpt2XFX2YYjosLc5Dl92FfT5eZI6/weiDq8j9wDinDpU8IGnkXqRNjI3ZMz424gwkb+1tjfo80eYQNM+iTChjY2PIi2eWxdrqYDa7S+qh0fYUOql6DN8XwfszvjNdH8xBA2Us54RPirZIC5Iv4IkLYVBiclwganBxmoXd+WY/WhE4ITZbNHKNtvbVgbYhE2urV22TlVhnQWP74Tivt2YV2eZS0fQIw0cozj0dRbaoQNa5e3ZpJKETZmtEdG1wruqKxSvyvTxepB8rdZbk3k9j0IFeYaL7dM/6RaWCzCRkK/484cMZbvI+MRi7CRc844pUxL70mS+khsHqxA2IjNR7m6woYNG/IhrMAbNmzIgSFsaI6wQZQOd4Os5BwjbFgUOvzQOC8dKHGsEzJzkJYEZLR2CiRODCkIivmeElZU4WLe0PqyP4j1MolDInuAA6hulX1uyAl1rPMgeyg0dBgbnimgNIzIw/Xl3mecu3IJGzl1Tw8Bvc+1FET/tMGSg5TryyyjuYd46z92bhh9gMUc6gfljx0uMvmig9zgZgvNPxfkIW3oB4HmF40IG4TopAEyHMSx85F5P3R67J4RxEJGL1FmLEvWAVl87i9FzEEcnSDavB2phXEM5eo35jQwMK976dku5jadQ064kkHLJlnTQWdipGyyY4bUkrIVbbKLHGtwOuDlnfJ5EqMUkYPrU1o7JzkNjrChO5ZR/5/8wwy+DWOEu3HlTzZsC3WRra/RPlIxwgaVSTrYyDW25hjG8G9sW0oRNrA+KKlouXMcjGifAdQKVYyNroGDPPpNcj7ydFHTzoSwIZL7hC7YvZNchIkOI2NjvP+vcZpHB8WTGkMjDqmNEozqY+UQ5n42wkZt/Ujoa5MY5L1OaNK3u39H2LC3gOc5TxaDu7EbYPEIG8GSivqms0Mw+mrWXtK1TfAecSK2VoV2eL2fBBEdha6Do/QmTI5oXT+1mY8ss7iWpSRD2tztDfPaO7teYvrt0P4m4kCBy5wbYQO3v0ce7n9oAXiH/RGIFd985m8GLNPR28MzXv4AVFcgc1Rk/zyN40PM5pHv8B72x4S1z45199kQNrp1Q7AFcXIXRNiw6bZGpzWEDdQG3gUfRm5FpQJbdwV2Be+SDtp/bfSqc2nTl4nO0PgRNjSELgTBuJva4FAwN5kIG+xtoSOcmwCG5nVpvFTWb1TX5jTChlFp6izTmXtyb2yZCjf2ZLOPAe9vaYSNIcJGmQOMPDcppfspwdhHzN4A4m0esf/UsvM03uU6e78uBses5AgrvdM7UaIB1proWsxcW+Tw7dlRufO+meYjAdK2wkChM4Q1OWvlInbz8RZho8NJstljrMXJd0Md+Hbkfl9l1dw6ZPhJQC9/qUHWk84BSi4bnBgnbTwmOTMTu0D3n/4nrdPttN42seaeOQ+xtYK31UDw3Bi510K+m+SiiTKB+g+DjhJ1smPGsM1pwrqIkaOoPDXlSOp3zNjEsP4dxzfFJZHSlpZp6T1JTh+pe0aZaL/P1RU2bNiQjbEelhs2bMBgbtaRbmNwDu9EERYIG/Znuyoq//Bat6KDuPRd3kIaOkrgcjqnCXp4Gy9/7mIeRD2gluBIvXCEjfKwj9yNUy4dz/GcCVM2lDdHCAie9+o2zViTy2CnclilLCg/klNptpzB5zEH/Jo5Cah8m5TU1xQw9TIw1voXw+/ZM76MNucODmmEDe+mRtcfxXwHjB7+ATzJw5BbxkbYMPMLvtXVqy7lyqDQZzbCBnKMo+ORzJdc++HveSMRN/bl+h18v3L/TWtPxgEuNcIGdxo3IsIG3QDrVrvwk2MjbBxRWMbYjUCcg3jNUMVF6yDnWBMbj4kyYDno5xrhPYfkiB0oYic5rQHsRdwpETYS2pm8AMwL5Lc8JPW1iCNOdr1LUVjGEjYia2LW7TgRnYOdN4XQs92PvDydUG6OdIQNGBVhI/RTTDzMKECtUMVTRtgYWitigYDGEDaSx29aoiYlnKj3iCVsWIP8cN8pApUJjyeoa1SXdBTn8Dmdfk/72qQhr70oDqgvg/nadE7jVLoQYYNehbsAYSOuToY6PVIKxukH3BytyG8kwoZH2Fgwwoa3NyJr0zi9Ce1JTLkmiLCR105+m9vLODLnwex6KbnFHukrdj5p/N8A8gkbeA3CuqiZL1tt5i/UZiMRU+/N99yaWBphQ5voEeg79kZ0K5T5f7g+lPU7UUCSrwp/S0qG12lZsiJpTxNhQ2vl5iasB4m2IE7ukYQNpWzEY9D992bfLV5q0jszt3jckr5aYFfA81fQfy0Z8lza9GXGpPIJG61ugxrTkHhbfy0UzE1Wr8D7CWZuGgJLWuf2VdJ4qWWn1X6b69bVSavP1V2mc/fk3rjz9enGRBYo2xoHe7T5I2yYfNu+DP0YxxE2Im1epq+kgRI2TF0lRcWJ7IfY8jB9xPrTcBE2Uuz9InD+nA17pvlIgLStMDgpETZi50AbYaPDoD3riGz2GCn2wg3Hg1iEjVl1vGzU17OCM5GBfr2GsbAGGWrC6ndIP4hF2OAiepZE2JjyzE2E7cp+v5PkqNXmZbpYPUj+Nov1X1bvR6hMws/1T6oF7gxRgZo+wkZCv2PHJsLifaQAUr3j35aWaek9SU4fqd1PJd8I0S8MjnvN3bBhrdgIGxs2VIA+9BE2cOSJAcJCEGHD3r7U+s/ZRdC6eIBHTCA30eN3pO/GOchzN1u6Q9ogX0GRr0fYoNOXXC9R5WKsUiNsZDhnEpGwkELYSHG6xnIMbKByN0RSfVnHKub2KdXIETY8DsGounfjACVEfiuDG4N+X8NkhJR6pP8fGoO5jvboIf83lkwkGxtTlX3vOdL/XRSSkeOIjl9NI2yo9ENqZs7ibqm2ZWGQ5lAdIc3EELy/AGGDqyOm7qdyaAIAF1mDibAxmrBROq/PiJR2Yp0jZtqIiyho/5gMKZ+naM+UPuUTNpSNsJFD2EguD6tb1CFszNbXaB+ZIsJGa5wV+YP/7AgbNetIirAxgrAxVp8oQa0IG1MSNobWCqkL4t9SMIkxNDbG7X+JfiDsaapBIpLCAoSNinMfxawGeY6woRVD2Oj051kjbGgN7I3dAACGLLRwhA1bFTE7xFgiEzdHK/LbSgkb3EF20TyFx34QYWNYx0mWO6edSJtze8OUdLLrpQZho2FuvER57frxnkvYoLqomUlaqOdUFCu++cw72/YHrSMJGzbCBvrORo+IETaYMlez82HQffuAA6+czMDaF7ErmGjOrQbbUH6EDeU978sl11cSuAgbRg67jsXtRTbCRqtDOUr2lcR530vGrK27RMKGibBhbFo9OMJGqxOdv2uhhLBhImyEPvfutwQk74Gk8VKtjpyu2LbgR9hoD9MQNpL1UtlOSwkbc0XYqELYYOamRrX9lNCPcTD7Moi2+VROJhgKEFFC7QQCoFAvQZsPzPc9KUOjdnARNiKEjQJ9zbvICGNh5+KNsAHQ7PqybIQNADgZNnuMOeavDfNhkLCxMAlOhGi3Gy9n7v5pDWNhDTLURIoNfsjeUELYWKLuYmtF7Mym1K9kLX1nErtFERi938P0vgsGU9ZFrTPEXIw9c8RYvo+MR61zxillWlqenD5Su5+mzEfrm7M2bDh5kFbgDRs25KA1myd8eMlvmt2BO7/JViBtWNzhRMyx2X+H/y5rISUO1X1q6AE3jfj58or82MXcHmY21ChhE+7qZeAWxmrKBXeAgdLRCQ7ipc6DXt1GbhscSjcmj7yBpofLqB8ombBRrFByB2e1DydoXxs6jKavj3SwzHW0dyDlz6yjVGXff66SkVByyoG6hA0NfLpc++Hv+b5Z2geFuluCsAG4jhIdQzfCRhXM7kQfyTsrzfOesAHzEzYK54jZ+9pG2OgF2Qgb9P2NsAEQJ952aHZ7//uxjum5MjE6fQMLEjYq60eLEzaAI2x0bb1rZiZsGEgRNtrWf24CjCVsAKPTZ42LIyZs4M9VDm2wPaNShA2tNTJbjdAnEvaGKelk10ttwkbj/wbgImwcGEfOlHS1nSd7HQiIU1GBs85ShA0bYQNPS4DnZnpkIdseJjlEjBAac+o7a+0j7WkIG1oDT9iQLu/g5C4gbJgVTLXQ67QduUGNIWyAP9cWETaAI2yYtfWQSNg4eO8ZtLoF2n3suJvLQbqG7YU10+c7NwEMjK8JHAkxFGnz9uDaq3qEjVybH3s+YPYtZh8D3t+jIGwIBJRBwkZBZOcSKFxm1fCEDbFeIvN9tM2J3RrcvO0/XkFfo+dgLqH+w0JOT8w0hXFeEDZMhI0MMtxJxEmy2WOsxcl3Qx1whA2Nf1t4TmXh2WbSfACSks3cP61hLKxBhpoYTdhAOn0Nwsac3T22Voz2mRiR79h0SrE65+dUPXMjbIzC2DNHjMX7SAE2wsYwJrf9Z+Sd4yN4jP1xw4a1QliBN2zYkAN3iMaehHjPig7v1ijML374ME8iJoR58N/lLaSho4RGUwcus394Gy9/7mKueg9JZW7+JLefBYf6cxE2yEbGOUSHzgU4v6G885yuAYJ+NDFhQyIcdb/NTNiozPKn0VxM9IhVRNiI3HRmf0t5JjPfwPmGtkN/MqMgV0knTjnCvJZF2ECOh67eQqdHWxYG2Q7VOY4yEx9kp23eIg5wQ46hG2GjCmZ3oo/knZXm+U7YgIkJGxNEkZq9r22EjV6QjbBB398IGxDX0cx/dySa4NSEjYhDaqNmImyYiXXCCHqLETas/Axho3fg3u9mJGzgfCTCBgDAIc2pvFSMuDoR6vTcpQhZ42IjbOAMzAuoXG4/MKrMKMtx+oTf5icpwoYhbFSLsKHrOY6PJWwY59TRETbaLsKGZ9Wyc7MO1sdgnUJlnuYQke77Bxx4BYhrXwJZ0UbYAMUTNuycyNgIS+0NbIQNo9MOEDYM4QQTNqjdbqoIG2ZtbRIjbJgx2TCEDfoozOzMVxJhw1ws1aAxgJy7UpG+TxTGSzU9y40XGmGjbSsTNqL6OpPBAMEBYH7CBkBvxx0F2ebZND1hw45xsy9zz4y1O5dC9eSrVu0AlCK6/kB/pG3uRbKQ2xxH2DClqB5hY+abj3OxETYQYWOLsAEAJ8Nmj7EWJ98NdeCvp/1cbvY0c5JycxDT7zfCxlGPx8UibKjl5uPYWjHaZ2JEvgAwam9UitU5P2+EjUCemnKMPXPEWLyPFGAjbAxjctt/Rt45PoLH2B83bFgrJEvPhg0bMsASNpTdNXnPOod3ejhnvu8dBBRVFN3z3UJoPQtCJY7xQR7t3IVvDbKv4Qx4B0tXLj+vsYu5daLv01XUEhyrF5SVObBw7aC879NBnBpM+hFnEpyvlzfrFJ7yPDbWKP+vcHCYvSGicijyg/nCI2zQvoDFZOoiq+q5Q+14mXNB+5o7dYjUC35fMkir+BikfRO/EzraM3ON+U0zz0QIBc5ZKZIvdb4JbhMz/SCzDVA6nlMOET8gbJgf2QgbdK7085PGI4YdC9y8wNyk5gwXCZ1ZqrvKRg9umg6JP8qWUWPCRnRu6r9LbQ9ONkBGR3B9LJmwYec7/3c6T61508iNdyu3FsYdDKwbI/POSrNl5pcmo/8bGTgjAzMH4WfGOxwMy2GnMOV3KqUGImwM9X1urYj1TzR/MS8MlEYQIdbXGMMgrYvRhA1TNyP6R/f48Jpo5hGvv4CyxlZ/mpZ1DnYdpP0udTziOdJ2r865bWhuonIE+gQz99We50x5G0+vyx+D2Mhpy4MPQclz5jfzLEfYML+ZtUKSR+qC3TvJRUjUyzIRG+PmfzvqGKqrzP0RoYhMeDzxc3MpYYPuDex/K859FLSvmT6u8zYiiZmhTmjnEEfYcGPZETamWONYpETYAAA4l+ZUXipGVJ3EOr2VG+mrY/QDTNgwY1yR3whhAzQn3PSIrk10/WbWu+F6wXaecM80pszFTgCkza1YeH+S0N7Z9cLpt6nlR7reVIQNT2ZEIvYdx8fPITH13nzP65P9mjCSsAFWn8NJonUmcBqQ98+SDlU0t9J9uxqrUJjXfV3ckRU5uwIhbGhwhA0rgsYTGJEZpztOF8cTtbVTGznshR34eVMEZC9iI2yYuXW8XcEjQ9L+a9fWRMKGPue9Z3PgCBva6BN1dRQRBXOT7fuMySuHJMruE1nbsTRe6ug3NnqCJelgR/m27jKdvSeX7dSNPePpvh65NQ72aJzdopPSfT/a6SRi8wwjbPRzdgvRNo+ty7VU8caSKHa9rMj5RjijcwKObHMuwgYXSSvXLuS9O+RIN9N8JICbyjEwYQP3T842sGawelCPjbDRYdCedUQ2e4wke+GGo4HR7hSoYL3r2nPZOZUH5wNQrmcFZyID63JsLExhVsuV4RjHo7FHejZ4sj7idqL6vW41pNppy2xH9SD2O0GOav2O0cWmtbUnyrH4msjpwBh193Rce1pMWBf0TADAJ2xEfSlKkNDvODsqxjE7yHNnt/Y8ZqE5m8q0+J4kYZ+Y5PMzJmvB34YjbKTqChs2bMjHRtjYsKECohE26BGPfYQowmSTTdmKNqIBjIywMeAsLgIZht17jFZAv5aMGyOVCBr1INxAyPWSwgYFnakgCgbzoI5ihI2Iop3EmPXqNu0Ws9iGiNugSvVlD5c55645ImwwoeZrGdIsmcocQptoLsztgdzhp+REXuW2iKTyM8+URtgINo1+/7c3LOZq6WR+8SP2oMfGRNjgogLR8cgZBoAfC1z6obAJfVC6yXrCWyrEfqSYKCQwU4QNSxRxfWyLsDFsrJnr5gQR53uEDa3mibARuWk3F9l9rXQcbRE2ekG2CBv0/S3CBkBch+jQ7Pb+95k3y2dD0kug0yRnjbBRce6jWGWEjX6PsVN5zpNVZLPyIexQBMs1RdjAOv3IiAtcxm5fTH5zjBGX/vkWYQOGdZyYzFiOvHaS9oZHFmGj8X8DANj1++VDmza2aLouwkavAwEhNRTMZWMjbJj+UhphA8POzYCc4m12dJ1iCBs194PB+ojlKd/3RCNsmEgqhuCjlSNssBE2qC0IovWVBDbCRve9iQamUPQGr5zGwYgjbGgy19aOsGHW1uaQSNg4eO8ZJEXYmIuwMSbCxsGfjwDGjYtkm8TEdi57VoLa3Ew9uj1UXqYz9+QRO+2SETaKCRtCxBCfsGH2ZRCto2n2VRRmfWUIG4NRkce1+SwRNjgCjYeRc3wlcLwyDKUATnqEDbXr23IsgfWE4CTZ7DHmmb82zAVvPaXkwzl1vByM8AFISzZv/7SGsbAGGWpiiQgbS9ddIIcKf4s+D+PkXmv5F++/Q3pmZWJwVJ+asC6OOcLG8qSe8dgibAxjctt/Rt45PpXH2B83bFgrqMfzhg0bxsCEGvcibJhNs79o2UXNOn8r73l3SYJ5zqRpDvNUf9sg+j44x5SVuk6knIXUHSI6RwlskHafvXwF4wYmSGSBEDYUOZyI1QurXHC3vWTJxByuAiAnZL59Um8C4AgBVhFyV03iH4k8gmElciMQJw+Vw/bLgHCEyqU0X06a76iNBnMSkBPdIAUBOYiUGdI2lvb/TF+L3RYRvXGMu/VLuqmQvb2Z62yh3LSvYXm7A3jz/7R+JwOlo/0m9Mkfym/z2LV0yMgQ3MZLxyM3V6Lv2b5Jy47TT9rU1aq7ePKx9mTndRfeIT5Pl0RYQLJxhI3Bm3NJ2YL2I/PUmm/WoWsRQMRYE5sTKuSdlWbRTag4Gbn8wecJb7sJoo0wB4r49nUNaDbRerDvR9s5NYJP4U02MRmATAn4t9F9jfaRkdedpvR/7iYq71aqVJ2DmTdjUUiiYwfNke4d7c2tyXMcvTmV66eVh0Xs5pscw6WnN9CIBug3elssF/XAPmOJtF16IrlP6ILdO8lFSBs7uYiO8f6Xna9/YkflSW6vidwgLhE2xkalYKOWYKfVinOflLe9mXjKG5S8SDtILwXztfHacxE2FiFsUM+qGSNsJKmTuO7sfOr6xSj9wO6TFBrj5DfTTznCxpy6ZWRtouv3OL0J7RlNg1hCzLgyB3tGLE9mJELd4ss4dKAnx9PxZfDkiO3vOKfoAbmxvhLceInezY6wgXRlTNgwtooWzFycsw+V8ur+cuq9+Z5bE8G27ch8+7rwXJCwrhDY/KiDEspY0KHK9g+l+37zKK/TuogQXPr+fNSiz54eJNmCPLlH9hE0UXsRh7S29lglXmpi7EhYfyFyFEVuRPYM2n9NhI3mXFrfNGOy8SNseFF+UK4adFjvU6HG3IQxxgabshb5D9LM0vOKAGlRbnj037T6XN1lOhJhgm9z2U5txkjh1jjYo6UQNsZHkZPnvs7eHz6juTGOU5wiciHBzsw7ypwbIf1j6Nwgt82ZMrYRu3vaGY8EOrYIap+JZILjlWF0ETZku82a7bYYrB7UY4uw0WPAnnVMNnsPCfbCDccD3y7U69lshL81tS2ShZ7FF+0Bydqswt+iz6N3ZhsLJ2w8Srf+A7j6xvVOL4gAnW6nnUMXS0FwFjdw0Wytflemi9WD5G+z2Jo4FMmtNjGYG8PgfzdFXbDRbJSKEzYqyJHS7zg7KsbifaQAUr0DLEiQIDItvSfJ6SOs/0QFk2dAxmDObqmucIxr7oYNa8VG2NiwoQJ01LDLERY0c5uacR5p0XN444IOJ/BtgzkRNkYdzribotx7ePfOKAioPHz58xfzxtzctqNOzi4/qV5S2KDZMrE3aOE0HGFFdEKN1EUSYxYrtIm3mOUy2KX6it2Eq5qZI2yMvTFQAI3m4khC8g2O3vvCeBzqa2ks6ZRbv/JuBovla5IKWf4kD+tEmdkG0QgbqB/mRNhgokdYkllkPGLECRuZN68Nvp/xbgLy5g48r7txFC1/rRtoDdFxi7Bhv5MIG8Xz5kDeWWkuEGGDu6W4FlL6lB9hA6aNsFE6v4yUgbvJZXRfO+kRNjjjGU5zi7DhPatABY5F53WEjdgY79HszQ3Poe4yzbpGZcIHhXVvQZLqNHrL+LFH2EB2Aqt9Wa+9hQkb1LNqAcJGVJ3gIsIxUSyzxkVGhA2WsLFF2EiSGcuRR7QQ9oaZ7Z1dL7UjbDB2t2zCBkk3iLChqVPR+L6ZE2HD99/tD1pH3ihtbiHHTeIibGjW5tflG64PRfsbUcA6evng2heJjOpFc+YibAROZfk2QhG4Y5j+p41Oa2xkgu2Q2O10q0M5akTYACbChiVDnkuMsNGPSeUTNqIRNirbcESURNiw76IvR+yrk+dTaqutfkO10xXtcm2zrhxhg3VcipQnYqc+8RE2tNmXQbTNp7JtYTR9jzCEDU/XH1orc9uciWxtLsHRTCStavoah8pnIrlII2zUsTEsidg50EbY6HCSbPYYc8xfG+bDYISNuXS8HHA+ABWcqHP9JNYwFtYgQ01sETaG5agl91rLv3z/ZfYxGJX3dLn+SbVwzBE2lu8j47FF2BjG2v1E1jdnbdhw8iCswBs2bMiBd4hmICiyqlH2sKsDOcxQ/OKHHVl0i28bTCNs4O9HOch7N7Fjg7T77OUbK3+mDBqdZNioB40frj5WLynKRa5MksHcOUTz7VN1I+rVrXkuvoHK3RBJ9cUeLhvSkZqBsJF8iJIPStigY7PLarge6f+rGL1YohApf6ZjwahNI8lDKTMec5V0wSkHyOF/DmEDwjkLkPOR6BSOET3ILnXcIO9XPlzL6keKi7CxETbmwNo34iIWIGxM2Z4pfcojbIDiCRtaA3ejYX4bxpy56zpI49+KHSwxTjhhYzDNOQgbA7dPlaA2YWMonTkIG8URNqrOR7ExDtC2CtRO+d9PTdgIHOwUGL2pgZkIGxEieC39aDHChpWfI2x0+vO+WQlhA/9/pYQNjRwTRo2LjbCBM+g/NCFhI4GUGpMZy5HXTtLe8MgIG8xecteP92LCBoqwUcupKIew4dv8+jodS9g4dHXhWUe9uZnMUZH98zSHiHX0cnHt48iKxPnK2ZqBJ2xQZ60Rl7qIQB3DrmAtEMKG0AbWAa5BvxFZaxA2FEPYMGtrNmHDtzGzhA1djyiVhBLCxsF36AIYNy7S51M6XurWkbJtvnPLtd2Xn6u8TDN211ibR+zUTWP2MeD9XTVhIzL3BYQNMPsygFibz+EkZ/qI5nT9wXlwXJtrVEemFIaM6D9eUn7uHAChOjkqDxthA6DpL5fbCBsnx2aPsRYn3w114K+n/h54Vh0vB948Wajfe8nm+UmsYSxEz5NW1GSpGE3YQPaGjbAxTb5TYXXOz6nE4I2wMQpjz2UxFu8jBdgIG8NYu5/I6uasDRtOIIQVeMOGDVkwjqeYsCEcnHoHc90X3l8lETakw+upCRtR52f/s394K5c/VwZ9cMZudzAYHt5K9ZKiXOTKxB5goDQ4ZxKaX/FGFN3Yaj1NBjZQuRsiqb5iN+HOTtiovGm0ZTNRI0yfA7levPcHDNL4fYxcR3v0kP9b5Ha3sQdn3qbRK55/6qhyLWPEEcsSrgDGEzZQ+YPxGCFQYUT7Zow0lFJ++v4MRo+wPNy8nugYuhE2qmDtG3ER5zthQwNP2DA/DqSPP0fnl8hNu7kYaxgcXe9LEDZQfZ0PhI2h8pTgJBI28OfFCRtRHQ1At8re0InH/qTrWuwWXZiJsJFwy3gpVhlho78FfNeshLChFMCud1g9hM5mU4gRH6ehTg+TRNhQ/m+GsGGz0ieTsIHtGS2Zm5YibJB93NBlHENyJNfLjBE2DowjZ0q6jrDR5dFCqhPqMMYSNrQlDoxbm3RPXvFckDgHWwNriAjLPMkhYqXLQsS1L0ZWNA46JgoJKEfYwHqQaAsCAHqpS66tJhJhw0Q+Vg2AuWDHL6fvAKdbHcpapLC5tgkJG2ZtPSQSNvox2bgIG1pr0KDlCBtzOUhXmJu4u15ydI7k+XRiO5exxyq1UISNWHliuvRJibCBCChdGYw9z8xHEK2jOZzklBnL/RzAEgClOhnb5uhMzEbYqE3YGHKkW/g2+I2wAS7CxuE4yjIVTpLNHuOkOYif7xiMsLEwCY4HkqWinpXrJ7EGh/c1yFATYwkbuMzmTGQjbNTNdyqszvk5lbBRYcHT6Ow01T+pFo6FsAFhtSzfRwqwETaGsXY/kdXNWRs2nEBIlp4NGzZkIDfCBkvYMNEJwN902QUYObJ4xARYeYQNCMufKwMOJ62ME0lgCU67hTHXEBERqheoIV/LziQ0v/KNaORAQdhApRANUuorSthoJiRs5N56NQKWNEX6mnh7IH1fGo/o62nbPM+xIN+ZN5y/bIQNlamkU6ccj/SG6nsMYWOAjNA9MmKuLHWoDt6vawhO6kcMqYWLCjSpQ9NG2ACA9W7ERZzvhA0pwgYAW/7sNqzkGJYrQ7GDJcYWYaMXZCNspKRzDIQNf7kvrPco6bPbS1rCRmkkgRKZbHtMT9iARthXVNaPlidsNEyEjc6hbL9bCWEDAGDfO6yuPcJGVcIG+e18IWzgsU8jbEA7qszF+gQl83OXlCQlk1kvM0TYMISN0ggbpgJaTUkN4/tmaYSNdmSEjbavC8x5tnMzaMHmgT7PRdgoJBNK/TGFrOjZmrkIG7Ze6D5fQeqlLiK8CBsmfQAcYaMXLiwnqTvd6lCOqSJs9GNt3yRG2DBjUiHCBhpn3qOQ6PxdCyURNuxahvqdyh8XafYlnF49R0JfEKcrUsJG9Qgb2XvymC7t6xRHRdhg5qZohI2FCRtG09a9fZonAAp1UqHN26UIGws7F2+EDUTY2CJsAMDJsNljrMXJd0MdsIQNo1vPqePlAMtCCRsFe8BsPwm7HC03Fk7aeBwdYQPZqrYIG9PkOxXW5/zM6P0e6s2JnL0QY8q6OArChvL37lPIMzc2wsYwlvIT4QhUOT6Cx9gfN2xYK6QVeMOGDRmwhALP2RgdduNvG+XfUG832eYwzSln5vnuZ3c40R1e28xDAxij1OG0RhETQKEFHKfvphFfDqPI+3mN2kzhGz6VqQ8/XH2sXrDiAbYaTQWjn5jbsWWhqFOD+Vp2JvHyRa+yG1HNHYiT51kZFPmNii0bmFlljMhh+pZz2uf6AiFsqLAMXn5Z9c45dMXLnAs31oS+BkL7mPclgzSqB95Rl3l/TJtzzyQcnPFJMs68HuFMeX9VigeNn7l9nxI2lEJyUMIGvQnXT7R/pmHqOY+wwRfHyYxe8POOgryv6vZf53wWOZhH9W5Fdt5q0bnJjsHk9ghl6y4I9Z/VOp2wYddHFR9rq940MuPdlsf6PSSsAzXyzkmzZfp/w6/3URFYpy9gP+c46OUiGC90SlDgO8lp8AkbuB5YAlmfDNPOfH0za1zpHJEggz/Hj+gXGLSPjOgf3fN9MpH+b2+WIvOdNbbi7yM6B7cO0n6XppehtJvGvWMIGwNzUzDH0TUqsk7XgnFQw4ZUZZxPMgah1Db4N3N7Mf7N5MURNswzZq2Q9MdK01SaXpaNyBjvfw4jbOjJ2tuTCULdulPFUBsy7ZOVk6SjsETwuvoR7ZOmj2ftQ5Izw53QrR9WQ7fzrHEqnUgODmSeCjATYSNNnUT9wort9NVR+oFHpvHzDQgbVladrOvWRGxtCg5tmPVusF7wnpHaebCOM5KwQdeytPmLtnm4PwEYHi/Z9cItHKn7G6Qf0HmmFmFDg0YRNoy9iToVjZ9DYuum/Z7TJ837IwkbZlbENeyvM4zNx8/ZfiPqUCVTq+b6Rc6+v3+S0SGVQoQNb0/rO18ZW3OrISBsdOnSuqgjc59BL1IDxtkW+ggbmLBhI2zgclpnbvOMDuUosCvg+Svov5YMmUjY0CFhw4xl+rolbFTWUUQUzE2s780IfTJlLfIdCe0gNCkk5xWDQvqqXa5tV2orL9OZeql2sqEXum8anrCRvzX292jKmxPd//G6Vx5hI5xHKGHDlNMjbDBtXqSvJMJSoznCxuC5QY02Nz8xhA1hHeiSH6qAIUe6cE2cE9xUjoEJGzHbwOrB2QZ6bISNDkP2rKOy2SNE18G59vAbqsHbr5G1TAPa968pfIo3Txr5yveAdG32xix3JLiCsbAGGWrCyOzZ4KntHLWTtcsjnT51PZ1DF0tBrhy12nyyc9ZMSP42i62JrL8Ngiqfa2xWjL3Qy2rCuuDOqTzCRuElBxJS+h03JjCO2UHe1jv49Q6Qd844pUxL70lS9olJPj+5+XL2eyZNSVc4xjV3w4a1YiNsbNhQA/aAavjmNe9gDgDcMOyN7ooo7HaRdoqz59jMETYkJ+RRC7i7yce9xx2WEoVSMGyPu9ErIcJGpF5S2KC5MrkDjIZ8TetowggbkRtxhwgb3IaI26BK9RWNsKFmiLCRUeZcGDKKPYRu/LHZZSVvoiQncvx50jbP7BdZLH8A8A2Wfd30dYWjkKTBHTzpVoNusWEQjeExETYgfhtvJzAvVXSe4m6by7lpIni//EYcP/mEfsTM68k3FleOsOHdCLNF2PB+m+LmBC7drDTP+wgbME+EDW5+GTlHZM3xnPF7LGHjfIywQQkb5p0twgabDjbMrjnCRtV6j45x6CJs7MIb8yZd1yJ6YwN1b0GS6pS9ZbyyfrTOCBud/rxr5P48mWxGPgqz1z6EzmZTiJEUYQMYO8SQvpqQcbD2UcIGTv98i7CBdZwlImzQvSHZww2llV0vM0TY2PX75UObNrZoupSw4RzHy20hYyNs6OIDQnPxDcrLi7DhKabhZ1Tmov2NiMJ9vyCb+ZwUYcM6/qqAsOFF2DA6aKmtAiMWYWOHCRt9FBCvnL4c3W9EjqkibNi19ZBI2Dh47wFECBuakolmImwURNjg7tgZQ9hIsi91P9LMkvOKwUYjZyJs6PYwTYSNZL00oksbgoNJZaScs0bYiMx9TWPKY/ZzZl+Gnh9pdy6FsjelRyJsSHUyss01qm8dIYVw5U8ejxyBBmMlETZE8RTASY+woXZ9Xx5NYD0ZyLXZL+Snl4055q8N88FfT/25fIuwEd9vr2EsrEGGmhgbYQOXeYuwMU2+U2Eau0UJiC0wgCLPjQdnL/RymrAu1hhhw1RpTMcEgOVJPQXYImwMYyk/kVT7/frmrA0bTh6YE9oNGzbkwh5Q4S+Fm4VUo8BFJwBn0bS3JJGF1/yxh3kKQAO6iV5HHcTZ73PWUXRrkFuA8dTBO1hKhm27mOewLz3FoT9ECyzBcr1wygV320uegsHVBfraGupJ+3DOkJHbnuM3DZiycAcKQlnsK5ENkWaUMXrThn097Auq0Ww5g89jNhqx6BGVb26jfQ2TEaKGevodVxeMqLE2d22S0ubcM4o8g/LlGNw0XzxleclSI2Em0A0O/g2RAADoNnIAf8zHrqXjokcI43ForuT7JlO/WTcskvcr3lLhJx+ZO7h5Hc+dsXm64Opy3Ndov9MtmrOFdIIbSOjhD52nVrxnTHGQT5sTyvPOSrPkJlQvHfMuSqbmWpEpR+xAUWt3q7HWClywDe3Xw8jIDeSF/iFmjRvZ5ikyJK0DyRmSPmLnR51VhpT+z91EJRpbI/1o9E0mtI7wGFDKvdM9NDg3BXJQdaJG+wwgdvPN/5+9P3+25LjOQ9Eva5/uxkgQJDiABAhiIAkOICFO4AyOANl68qBwhK1f5Aj9B3bYDiscsuUwLdm0bsR98W7o6ll2xJV8NVxf68m+MpsgCY4ASXDCPAONeWjM89B9zq58P1Rl5sqslVmZWVm165yuj0H0Prtq55wrV65cX64UwyUXqcO9QYeW3TWSWrqo6mdNoG3K5iX3lRJTY8jg4G3drYzZUs+MbjFWfzfgDmfChI38+rc5+ZxWC8q+btb2mBz1BiU6CEmfa+1LE9rULeAbImxwnlUTRdiIUidp2ylZTPc9eoqk7CXNWDNz3Hkm7e8twsaEN0gF1yZnHbT0l+h2IfYMl7CBzDpbe0ZnLYtJxulzyexPmtd6EuNsHqF24RaO2P0NWSvcGy9pnVWEDQkZJ3eIrmxFe2sf1FD9rzIb4KwTWDfV99yaiIE6umyjjdCS2+sMZ/MAa//x6VCD9g/cbZMZkRW8ungoupTWlRRxw5TH0oM6bVGmzG0G5veKMKT0eTIOVERka4woGQUis9wbiweFRCP2DHf8qrW12okTXyrqTWUibGgZy+Ta1GWiNaGAbLLGXY+9hS9C/1pkl8XZA5YmtQjT52p81XKn7DKduicP2KmFkIP3JEB3jxZD2MjX1/1yREA2H/UcqcxPQn2eui5nYKUz2WqTV/ZkychKt3yZfU5e1yTGEGEj61Zroq9xKHwmkgqOV0bRfN9vG5g7OJmqsETYaNBrz2Ju8d8Nt/MOi5CzYG6w7EJ6T908swl+c+pbWpauvXBosvpMhOr3mbbzsTGHMpRE1O3zpJ80iUOfU8l4O+0EulgUkm013ffzLoUdoouVg9ffZlPD13MxrUZJYjBnLwTz3QhtEYoo75anZDmizpa4OUGw8TEyAGwUoYHR20uXadN7kijZxMnBwWeU5mOQVO3RFXbjmrtgwVyxEDYWLCgBrVh1HV1cRdZySqHvaedde9NpFkFjMA/dNkh/4yKL+UgU9q6jhP3Z3mT5659aBjbChruBCLRLDBs0tUy+jUynjeQEETYCN/LFpBsqj6+9NhZhg233cptGWdcm6faGY03cgL9dKELzcZI+TxwXKQxuALb8EnYbZUfYcOdvW1ZdjpQIG07UDvVZPfONR4rg2AxFMIk5jHZ/X+BGHDv5hHG0RNjYGDZ1cwKXLt2I927wj/sIGwKUcyvpgX6JCBvcbZYDZcTkY80XYQNIOvCKKdPsImw4N9cbwobEEmGjmw5N77iJsBGc42gibGy5hM4NRtgQZW9B8rWpucygnOxzsbEIG4QQo3tfE9qUU+kGCBu+a3AnJmyE52lApy8YYUOPRzfCBj00XiJsJJUZQOcAOq6fnL2hJ6psX1rJ7TJBhI0t4gy+U4fnF9XHXV1UR9iQkbeGRyA3woaaJHUuYUN2L77Razxqdl2yPmsyg+weIhZZNwO2p4S1ybv2cTY1x7albKF1X4QN7dAz0FZBwUXYqJvv5x1hQ5EhdyIjbOxYvwOormq/WsOZd7shwgY7vMruyax20G1T0LkHaMhCAIRYjR9hI3VPHrBTTx1hgzoeDY6wwdXHibChvp9DhI1Kyc2KibBB+5K1SaTaYbrvG4Ja4fr3OdJt+Db4KMLGHo+wsRA2GqTa7Olv5owp5NeC6dAbYWMqHS8FlBjqXP45RPan+knMYS7MoQwlsUTY6C9HqXLPtf4bH78TEjYse2Gkf1IpzDHCRsiuS7HxMTIAS4SNfmzKT4Sbjyk+grtxPC5YMFf4LD0LFixIQa0OCvsdpK2DOfoecXZX71n/uoQNTQ4ZmbDhHJq3f9BU+XxLEjbWhLChHMOrlf1SoF1ilIvUMvEHGDSNfgfx4RvR9MPYGKJBTHttjLARqnMRlj9VUtsxVtlzs8mqvx25vwf3ecwBfIjUwoyLlA0BAHNYT9PVjmeJSjohl9jzF7YjVgphI5KM0LySISs5QkzsARl782DZw7VU2ZHsALeLCBsAZntb1ywJGwB6L5I47gkbsAgblGNWhLAxAilxVoSNQmNkIWyMNy8WwobBKDI4qKMBshaoVo6jm2dPUwwhwgYmImxEOK0OxcYIG+RwXWuQWm9u9hqragOEDZ9XlXLCJfvvqYrRmaeMTk8Ux7x5wRE2hPNMETZo+nuRsEH31bpeZN4V1u+i+sndG3ouKZk7YYPLayWM/Wpdh+eXe3DGEjYwH8KGXOceELaO/uTnVdtONY1i0GRMfunU2TKvFjxEzLgghU/Gs/ZVzNrXIaOoNhKGsEH1ID2uHFtQjq3CBSVstM62KsKGoGRTN8JGJTrlkLXstt0ghc3Iry5hQ62t60jCxtr6HUB0VSbXUvMuCgVkkz18M+zxKXbK5qH9bynChu5zQ9hQtZCyMGEjeU8e0KWnJmwIMfzW0oDs0/VRMooSNgZeFDQUlR4RDGGDthfXLiFbO/t+V35LraN21/hB9Z/QkS4HC2EDev9er3dHXcZCls1+Fzh7zcXJd0EZWOspJULoZ5uVqTzGOQ9P9ZOYw1yYQxlKIpewYZ2nLoSNUfIdC/Nzfu7RMzMurPCBcxCnGLMtFsLGZrAQNvqxKT8Rbj6m+AjuxvG4YMFc4VuBJ8Hv/u7vNoZE8v83v/nN1ju33XYb/tbf+ls47bTTcOqpp+JjH/sYHnjgAW+af/zHf4xPf/rTOP3003H66afji1/8In72s5+NXZUFxznMQSM9vOQVWcspxXpPGdf5xc/cXB++bZD+xkXWQuocmtOyup/tfP31Ty0DG2GjYwn2t0uMcpFaJv4glKbB90/RjWjqgYIn3VB5Ou+rfwQzFtQBUTVBhI2RbuC1yEErmxw0C8JGlIEubVykbwi6h7GiPdwWqWEDO45YwnqmyzGQsBEzHymSHapjjaTcQXZhQ3DagTppI+OtFq5/YcIGzWsUwsZMN46b2ohz6Sa11x4ibLi3F7v5qr8twoYU0xM2Bh7CTD7WFsJG850Q0Lc9L4QNNp2FsIHO541E2AjdoosNEjYKOx9tnrBRdQkblboFfEaEjTlF2IgkYSfNixTCBjkE35OEDbqvdiNsoN4sYaNzGYe0gsL0pZVcjtIRNoT9DEiMsOEcnFFdVDk9dhzHB9hCcgkbYmiEjbYdamID0LLZjbARsP/EHjRmFNDJD1lrU+/aFyKEqMuBYiNslHToogNDlVUv10R34SJsSFJu9awkYYOurW4yOnpVZIQNNR8rJsKG+6qc2JlvSISNtVrLhumxafYlQLdNccKGWrNNn+stmNwZn7ARdN7326mnJmzQz4MJGyECyiwJG2q+bLVlJe1gtVfYjkxTtJ4RCKbPTYSNwoQNMGuFVZhyZyI5WAgbWCJstNhLNnuKuTj5LigDjrAhKWFjwyQ4FqE1aoDsTz0fmsNcmEMZSiKbsKGH6ULYGCvfsRCcd5u4eNDj56RRUCZydhs7q/H6YyFsbAYLYaMfm/ITibWj+mTWbhyPCxbMFZ4VeDq8973vxaOPPqr/f9NNN+lnhw8fxqc+9SlceOGF+P73v48bbrgBv/M7v4MTTjjBm973v/99/MZv/Aa+973v4Sc/+Qne9ra34bLLLsPDDz88RXUWHK+o7c09AK8iKypykxoA9zBD31zmKuxuhA3iJSgcPa6oYsc6SpBNhI+wEah/ahmSImwwtzAGlQvSeLntYn/tdyah+dLP2RvRjNvzYogGve0lAPY2QEI6Gs0JN/mmszRY5KBOhA3iiBnRjtzfk/R5iNRSgrDBkQ6YKCRxCDhiIZOwEYoeEYh4QxEem0OcIJi2K3y4ljSOuDbqc4DbbRE2Zrpx3NRGnEs3qb32EmEjYJSg308aYQMB+Z0pIyYfazMlbNDDjJy8otqoZmQ8sBA2POkcl4SNYHQ8bIawEXIywwwIG4X0o40RNnT5uQgbyql0IWzQz+EIG8w+IWVecIQNNR6PV8KGqLqEDVlvhrDh7OPohShUPPSllVyO0oQNRucoRdjoRNgoYAvJjrCh2jQ3wobkImy0srnRus2DwN479qAxHaE1e/i8CEaXUmQU1UZAD2HDsQUVJmxoZ3lVF2oTjo2w4TqWlSBsCIawocmQkYQN2c5HwRA2nOGj591UDtKFI2yE9kN96YTlKbcHKttGQioZaCJs1JoQVDjCRuqePGCnrqpdSNgIkbk1AcVuo6Y+/jaawkmu0v2QEWEj2Q7TbSNJdSgHQ+ov2PFFXyh3JpKDhbCxEDYU9pLNnmIuTr4LysBeT235OqmOl4LEs974ZJ2xLbrPgu9j+rkwhzKURC5hg9Z5IWyMk+9YGHQuO06B0BaEf74QNgYh165Lsddl3KbLtOnybMpPJNaO6pNZu3E8LlgwV2z1vzJyAba2OlE1FP7Fv/gXOHjwIL72ta/p784777xgen/2Z39m/f3Hf/zH+G//7b/hO9/5Dn7zN39zeIEXLGCgb8+hETY8htpmMZP0C+t9HWFD2IufIO83CyFdmJ2FkdfrMhdScnivf8bUE45C2bnpLb8MthO96+Rs8rPahRIlSFaKpW6XtX0nSb9wnBp0Wf3OJGy+8LSF7L6vxkTX6Zqm6T8goL+N3hB5ymEOl7t9LgRfT1oHK82kduccusJ1TkqdkoNUfVxykFUMfzuyf0/R5+w7EQdnwp+vl7BhQq60/yT2gTTzyJ47NSAN8adD2FBlZSNsmHRMmoxcAN9/9Hv2VgvJzX1e3vl/S39fbvw2yaiB1M2qe6AudB3p4WJn3FkZqIP/yP5gyiZEl7AB2e+E2xmrTvfFGpjnAO9aBJhhFCMTCuSdRFysGfmixkLCLTDsWtSzVpS+ZcaqqxZljvwWLmHDibBB5zxH2Aj0c3B+WTrOMBkRU4aYdSAa7hihsiKlDyPGvz6ooLoohDa22jxqv87B1t99P2qNJsYsmlZL2Aj2PVOOjj5Ron96oMYLNaSq9k2Zg76+oc+oIVQ907d1M4QN9awiY0pK2Zm3hcQUO3cGtzvRUQyIDJYCYqXGr9Etxupvlb6dH4hex4+7oYQNV0cxWZSTfVa+NKJSm64a4zI1OlwM6CBUeUtD2DB6TLPH2FqVX+O84PQ4ChXNcmTCRpw6SXR6t30okSml7ShhQzt/Os8cwgYkW7jREVqb3PWbW+/624UZp3TeKeflDMIGW54Y+SXtPqdVsCI59m65EtuFWzhi+5zoB3rtY2T2itgUUgkblgzTUd9cp6J8GRJaN9X3rD6p1vVswkbrhEJT1OuM5PVh+pkjbDg61CDZGtr3D9RprUtQAhf/WNGcHcJGUzdnAznEVtEptxHU2k6tUrdC3qi8VRUEXHuprEl/6vfz7QoWGdIdv2ptjY2woQkbZo56I2zoZ2VtOF4MkE1av2H22FnOTaFIHayNMGOuBKDXACEIYUOXsuwynbwn9+vSlagH70ma9+09Gme3cD8PjrDByCZNQHHesSNsdCs3TF+Jw0r3A0PYcKI5dwuY2OfM+1LL5m6EjUG2vT5HuqnkkQd9WwtK2AjZBuYOXg9qoPbvC2Gjx561i2z2FFH2wgW7Bpat0lnLLN16VrIpdNY74HzIWZvVRY2Q/No8h7kwhzKUhNLXORu8S9gA2ZPT84XY9XQKXSwGqeUo1udDdLGScMvhromMK8pEBeIfF5A1OifGbmPn1X2vFLhzKkrYCPtSDEDEuGPPSmhxdrGDvGsjBch5zCYiyjBl2viexGMvBHrGyMBxys5HJs2OrrCL19wFC+aKjRM27rrrLrzlLW/BgQMHcMkll+D3fu/3cN5556Gua3z961/HP/tn/wyXX345rrvuOpx77rn47d/+bfydv/N3otN/+eWXsb29jde97nXed44ePYqjR4/qv59//nkAwPb2Nra3t7PrtmBvQ42N7e1trNvPUlb6e1FLbAGo6x39HADW67VFsNhunSHEusYWzAHsznqnSbt1IFeO0Ns7a9R1DRphY2fnmFW2uq75sdv+ZPto/Niu1ttYAVhLYGe7KasdYcN8rqXJt6pl87v1NmqSl3K6qnc8ZWSwTebn9s4ORF13bjrb3llD1ibChpQ1dtZteWup81Jh4df12vRVJSDXEseOHosu02q9gwrAWkqrfutt2zC/s7NtOQJJmLKo79fb606+28fav4UZa0phXO+07+8cxT4AEhV2VF3acVTLtTXumjYx5djZ2enkubMT315mnNaQ7fdbqCDQjGE6FqgSSb9XDrDbx+LHo9g51tZP6PrpsVbvWH2Rg+2jr+qFcaeuUW1vY71WRgFTdjWOuXZc79hjgM5HpcxyY039jmu7nWNNPno+1tB1XcnmCF7NNbHebtsI3TZad9soNNbqdVOWY0ePkXeacQc08w5CYq3HlkxaN7fqNQSacaTGmjIzbW8ftQgbOzUZa1Uz1naOHdPfKVTrnVZmyY7M6sxHyZdX9a+eawRqDEoIM+/qdt7V3XlnYe223TawXjfzWNY6vSFQa4Y17toNl5prtI30eJWqjY5BtqXc2e6Ob7Hdji+Q8SXb8bUTnoPbR9tnFYzeJUy5dbuvu+0OmM2huz4qqO+V7AeauSZdUuMMsHNMOYaYeadktBp3tL3UO+vWaUfNzRyodlTt3Gmvlb+9Vus1KgA7Upr5KIR3Pvpg5iY/B6210m0Xon8Nwc5RU29u7KjvKWEDEKC8tKM72zix/bx99CjglEnJNU6uc2sfnZsdGb+znbXGxegTaqyJSgwea1t1c9fp9nrdtEcr44C2jbbitp8xa6LuL0nGg4Q2tnI6FyfXuPnoa6PgfDxqZPyxbTOWBCRkXWuZRfUsCj03a14GWt+39vIUnT4G2zumHWmbAsD2Oj6vo9uNjK+E2RtpGd/W4+gxo9+vd9bYxjY7Z9y1gcr+Y8eOWQSO5r0VgAp1vYPt7fbwq9oCIHD06LY7Tb1QOn3sOIoBr0NIrXtKKfQ41Dp9vS4i+31Y1a1cZ3T6xh/L1F8ZsY9tx++ZKDjZLyHJjfFd/b5e74R1qwisCflfzWlWxhTCasfsE0W901KRDWFD6Z+ibgxyq2pC21Mrp6QQrN65tVo1a/rRo9Freg52dpp5KqWZp0I08/TYseY7S1/dJk7LUDp9E3k3ZT6KY+1eUgizPraod9qxpmR5uw9Zr9fYUbr+ukfXLwgtD6ltR8n+VodQjmHWnsZZK32odpp9ZS2B+piRTQLNnhFyn6Xfx+hfas+Yq09sSaNDyNqOsLGzNjavY0ePodr2OS6GdQhW/9pu99gge2y0+td2WP9S40gKiWPbx/RnVQ6al2g0Arx67FVs7+9vR6BZlyWkN8LG9s7wvaSZj2tsb6vDy2Y+Ao3zqWpTOtZU93B75his10rXpzpHO+9kjZ12HWy+Zmxe7d5b62hodPdqu+rVuWKg18e6uz5u73T1fh961z5qt2l9NJRtZ2dHvS+w085Ttbff2dlBLUWzVqv+32ZshLG2CgdUp9cXc7T/7OzsaF+SY0dfxYroZ+t6jbptO2WH2T66reXLzk6zZ6x2mH2PaOrTt68UO8YmcezYDoCt1l63BtaNNWNVrbGzY8a0D0oWrmWly6F0VHdXXLdEqe3CNhwfqD6R2kbazkPtDWrMJdnjI/ZAro2wNnpsuTZqy14D63UNoDLja+doO5+MDjEErE1V+m2qYlutoV051USkkNhu5UBdCwBbWK/b8RoJvTdd23qsfk7WWOUEc3T7aJb8C9kkKlEDqLFWOoTqg+011o78oog64xgIpWnXWHXa6Nj2DvarsmwfBaRtkwjJ+51tZq6RKDzGbtXs49bMntm3DgD8mRDFWu0fJdi55K6JU0PpEHTvbWNLEzaoDqH3lTt5+8qpoe3RzDmQ0s/7dO+9jj6bvc8GLfZ7PBRngink14LpQM/N6tZWowh3x7aPdfTVWYDT75WeVa+z9ayQnwRna1a2h9g99hjYa/NR+68w6+P2TtOmlg6xY7f7enutNyxK9vqg2o7aarSvzgi2Zh/Ys+vK7BljfCZy/ErU2Y8UMmrslDp/dKH9Sjzn2FsTu21qu2AtWT2yqmvvHigV1M61s94xZIkW3NgoBc5XjF76lmNTjUGMzOLsqFzZp5ynpVDqnLEk3PYf83woBqF9ojrviPElSYU7H+vt2th5yBz0+ZIMsbUuWHA8IMmnZsRy9OKSSy7Bn/7pn+Kd73wnHnvsMXz1q1/FJz7xCdxyyy3Y3t7Giy++iH/37/4dvvrVr+Lf//t/jyuuuAK//uu/ju9973u49NJLo/L45//8n+Otb30rvvjFL3rf+f3f/33863/9rzvff+tb38JJJ52UXb8Fxwe+/e1v46S7bsFb39IsYocOHQIAvG37ZvwKgMcffxw/bb8DgOeufc7cigeh3z99fQc+A2hl8MrvXImtU7dw9FHl1Nr85oc/vAqvvvIqKqLMfvObV1hl+vkvfo7bd27vlFUdOl111VU48aETO885vOfYYbwDwL333oc777gTAPDSS6/q5y+//Ir+/Njjj+n6vOfYvc3vDh/GLQ+Z+j9+5+MAgAcffFC/24fq2Sfwa/sae/g3rmjqesK9N+MtbzTvfPvKK7Fery0nju9+97sA7H556cWXAADXXHMNbn7+5ubHbVN+58rvYP8Z+xGDi48+gHMA3HHHXbjrXlOPRw4/0uTz8qvA6cBNN96AR4+8wzx/5BFdloceeAhAQ1x78dCLVvrP/6Ihjj33/HP6/SdvfRIA8Oijj+LQoUM4tX4An0dzQHlF+86bdq7FxwA89+yz+KHTvpQV+53vfgdbr7GXgO1njKKn8nzxhaZc11xzDW5+oWkverh87bXX49EbG2eZy44exYlonAhuvvlmHDl0BADwwosv6DzuuusuPH+oqdtTTz0FALj+2utx/6n3d9qYw9nb1+ODAJ548klc05bxnccO490AHrj/ftx4JG5MefHKS/jb7cfvfPd7kCeciP0P3YmvnA5AmHZRyuxVV1+FE+4/wUpCOjdM/vwXP8cd9R0AzObqBz/4AU642/7dww89DAC47fbb8NShpm2efe5ZAMAvfvEL3L11N9597G68E8B9992Pmx9tyvKhV4/gLAC33noL7rnrEM7ZvgkXAzjy2BP4uTsf77kHtzxst9GLtzR9/NIrL+n6PX3T0wAa+XXo0CEce7ypby1rXHnlt/GV9reHDn0DEAIn3HcL3vIGQKKOntcA8PmXX8SpAK756c/w3LPNeJTN2Su+993vmA0dBG648UY81Kb9hZdfxikAfvLjH+PpZ5+10nzf0cM4H8Dhw/fg8N2Hm7q9/CrwOuDmm27EI4++U7/76JFH2fI+cl8zj+89fG/n+evWt+DTAF586RV8t3129vZNzbh84jE9Ljms5FH8v9rP3/zWt7EWJ+DU+sFmHh89qufxEDzx+BMAgBtvuhEPHWpkzEuvNHLvJz/+CW567iZ84Oj9eDuAO++8G/ceflP7zqt4/WuAG264Ho8/cQ4A4KYbb8Kjhx610j/nhhtwMYDHHn8cP2vL++57723G5T334OZAHV4+/DKAhqzxgx/8AIAxUj395NO47xf3AQCeffZZfhy1U+s73/0O9r12nx6XClddfRVOfOBErF81h0LfvOKbqA74Hbo2hWd/8WzzL6nr43c06+PDDz2MQ4cOWe2l3nn2+uZ3Tz/1dNJcozj6aqsLXH0VTnzwRNRHjRPLFVdcgdUJ/qtcPvbYY3gTgBtvugkPtvl//uWXm3n84x/jqZb03IfHbn8MAPDQQw/pejz40IP6+eNPPq6/f/SeZgzee489H7/97W9H5eVDfczU+9tXfhurE1d49aFXrXd+8MMf4NWj9ndCXTcF4IpvfRP/oP3+ym9/G8de+1rr3ceONPW88cYb8fChRsa/9HKrh/zErKsK7z16Ny4AcM899+LWVnf6yKuP4y0Abr75Jtx3R3qfv3B9swa/8OILuv2euqVZY44cOYJDhw7h1YebOu6sd/Q7z1/X9OXzzz2fNNYuf/VVnADgqh/9CC88/DCqo0fxa+2zb11xBXZOjNM/H3mkkcO33HoLHj/UzI3nXngOAPDznzXr6uGHGxl/771mbDz+2OOo2hPzhx952IyvB5vxdecdd2o9ROG5XzTpPvu8mY9P3NbI0ocfbufjPcx8vO5ZAMAzTz+DQ4cOYd+LL+Jgm+YVV3yT5CDx6iuv4IdX/xBAQzLg2lTpqD+55ic4+ZmTmy/NcMMvr/0l7l7dDcBs+H/4wx/ixPvj2jQGNz1xEwAzNgDgvofvAwDcffhuHHolbizc+8q9ABp9SaVz3XPXAQCefrqRXy/uGN33m9/8JrbEFu55+R4AwCuvvqJ/p+p61VVX4e6778YLLxi98utf/zpWK1tmPfPMpwG8Dtde+wtsbTVz8NixywGcgB/84Crcf/8LiMHDh5s5e8+99+DooUZuHnm80W1vuekWPHbosah0KM5Y34BPAnjhhRfxPWfPCACyFjh832G8fOhlvHnnWlwC4NlnnsbP7/w5gOZiiVzZ78OnX3karwPwy19eiyM3NLrY5ce2cQIa35Obb7oZhx5x9lE/vQYv3/pycl5P3NzMq8ceM3vGh+97GG9siZVPPfU0ftx+f8Gxu/BeNGvD9U8Mq/Oa3HT7nSu/g1O2TsEjRxsZ45uPQ/ChRx7BWQBuue02nHZWs2d89dWj2vHznnvuwaFDh/DmnRtwCZoIG9dffz3OOOOMouXgcNKjj+JLANY1r7N/7pVX8BoAP/3Rj/Dkiy92npfCkSMfBXAmbr75Jhw69AAA4KWXPgvgNFxzzU/xyitP4qKj9+A8AHfffRiH734bAOBlssc+cuQCAM18VOtEH970i180e+Xnn8c1P7kGAHCsJZg9+sgj+MWhQzj1/vvxeZjLDJ564in84tq7m98980xnjz0WnniimS833HgDHji9aaOXX27m3U9+/BOc/PTJeOCB5vs777oTzx1q1jK1x77u2utw3yn3edN/+/ZN+ACAI0cex5Hrmz32yy+/ipMB3HvPYewcPhEXAnjgvvtwY6T+dfSxpi1racbXCze2esgLL/TOta8cO4r9aGxer7z8inWA+61vmXX1W9/8FrZO9ZuzjxxpZfUtt3RsEj+75me47dXbrPffffgw3gng3vvvxy1tGT/02GPNHvuWW3BPoNzP/vJZAMAzzzyD+3/e2DQUMZ3quQCwEivsyB1868pv4Yz9/vm+foXsZdp6G/KwIWxs72zjO9/5Lr4MADJtH06h5uMtt9yEQ4eaOrzwwmcBnAYAuOuuO3DGc826fvieZo0CGvlp6vlwcr7rBx/AR89uHF5V2Y8cOQKc1ugBN97Y7LGbvIzN6407v8THATz3XGPzonu/b337W6gOVHjl/sZOefTVo9nt8qlXnsLroWxeja6lbF4/uuoqPLd6JCqdR+5q3rvvvvvM/ubIozitVfUefuQIrm2/v+jo/a3cuxu3P3AIzx++G598O7C9vYOf/+xn+DjM+HrwwQfxyKM1znoH8Oqrr+Jbhw7hlPpBfAGNc7Jpr1/g4wCef+4Z/CChLb786qs4AOCqq6/Gh9pxJ9pD4W9e8U38rfa9H3zve6hf8zo8/WRjQ7ruuuvwpg8+jjcB2iH96quvxq+d2dpwfvIjPL16Fh+4777GJnHXXbizLdfHn3oKbwRww/XX46HTTvOW7ZztGxubxGNP4PrrbwDwITz11JM4dOgn2C+fxVcA7Nvawf33P4BDh24M1vN9R+9q7Ef33o/bWlvZ8zvNXsGlekg0cviqq35U1IbjwwcfeghnA7jtjjtwuM3nU88+24zLX/4Sj+7326+PPHIEp+N0S6d+4YUXcBJOwtPPxNsSWJtEuwdSNol98nm9Bzr0jSsAUeG167txKYBXXnkJ3y7QRm/Z3gYOAPfd9wAef/wJAG9qIvEAuP66a/HKK38XwKn4yU+uwfPPPzUor3O2lc3rCWPzOtbavO69Bzc/4toIb8WnAbz00sv4Tvv+WTs34UNo7OPr9XZjOwVw7bVvBPBxPPvs8zh06AfRZVI2iauvuhoPnvggjtZHrec/++nP8MqtjdxTtv/vfve7eNOBNyXVHQDee/Rwa5O4r2OTEELioYcexK233oKL0NpaAdxxx52478L7Wlvs3bjtQbuNOJvEkzc3ZxxHHj1SRBcXrYPJM8+9gF8eOqTnMQB845vf1Lb+b37zCqyFvX/+5CtP4AwA1113PR656RQAwJdefRUnAfjRj67Gsyt737f1wvPACcDTrR0AAM5ox+iDDzyAZ5z6qD0QtUE/fH+zbt59+G69rnI4fX07PgPg5Vde1eOL4s071+ESAM888zSunkhHpXjssUsAvNnS6SleeOEzwFuaMXn47sM49GLb/080/X/DDTfg9Q++frLy5kI53P3wqh/iwN0HrGePPtbYLG+9+VY8eejJycs2Fyj7/ve+/z3se90+HHvSttlf/aOrceIjJ6ImRMpvffNbWJ00+XXiSVB7mRdfetHYVG9q1pnHjjxW3JawYFw88WR7bnbDjXjsxMdwJoBX2/l99Y+vxvvESzgNwE9/eg2eXL3iT2hCnFQfaWw4a7Pf07bF55/TtsVUvPSSse8pPwnlJHrllVdi/+ttPfPIY82++uZbbtbnhWqP/dNrfopbX7k1qxwpeOGmJr+XXn6pMx8ff+zxXTcf73mosYHfc/geHHq5PY943NiBDj18CI/f2ti6Hnn0Edx6c9PGL7/S6A133XUX7n2r2acfOho4l72r+Q3dGzxz/TMAmjV5qrZ75ukmz2uvvxb3nNDUX+1vr7rqKpz0sO2Tp2xeQ/1Knr6+2as++aSp65HDzZi+//77vfUfev7oQvuVXHUVTrjvBMv2c8U3rkC1f9pz7PO3b8H7YNskKN5z7L7Wr+Rwx68kFTvPGXLKoW8c6kTZeOWBRubSs6RSUDbCW2+5FYceM3tjZXO88+47O+Pruuuvw/2nxY0vH56/tj1ffcGc5yg/L7UHevXBZj+1vbPN1vvFm1/U5d1tMu6Wx28BYO/37n+oadO77r4Lh16avj7aR+v7P8DtB27HczvP6Wdf//rX+egvI+Kx25p95oMPGZ/Jhx5q/HruuOMOPHfoOS2/nnrqKSO/7m7G9IP3x/taUuw8b+bjN674BkQl8PLd7Trxslkn1NnI93/4fRy444A1jzfRXgsW7BaoM7wYbJSw8ZWvfEV/vuiii/Dxj38c559/Pv7kT/4E/+AfNO5Pf/tv/238o3/0jwAAF198MX784x/jj/7oj6IIG1/72tfwF3/xF/j+97+PE044wfveb//2b+Mf/+N/rP9+/vnncfbZZ+Oyyy7Da17zmtzqLdjj2N7exre//W186UtfwlOrZ4Hnm1voDh5sjinEfU8CPwfe+IYzcPDTB/Xv7sbdOPSHNzR/iMq8//QbgO+YG/Muu/wynPDaE/DMPc/gNtymo3J85tLP4vr938Cxl4wDxZe/chmuh9kQf/RjH8W5nz+3U+bDJx3GC8+8gE9+4pN486+8Oaqe1Y0/BO4Azj3vAlxw/gU4giM46eRT9POTTjKfz3zLmbo+1Y1XN7879+0452JT/5/e8VM8gkfw1re8Vb/bh5fuvxv4WRPBRP3myasBED/iL33pcvwS/19N2NhaVfjCl76AW3ALUEP/7v4T78dRHMUnPvkJnPXxswAAN61uwnpnjc999nM47W3+Q0GK1c//GrgPeNeF78Y7LjT1+O5V38XjeFy3y0UXvQ93v/X1eBbPAgDOOvssXZZvXfktPIkncf555+OzBz9rpX+XvAv34B689vTX6vevfehaPISH8OY3vrn57rmbgG8B+w+cYMbRoxVwNXDaaafi4Bft9q13atyAZux96bIv4cTX2QcULz3+Ure9Tmra6+Of/DjO/sTZAICbt27W4/SDH/ow5Fubd7f+50nAK09DCIn3f+D9uPjgxQCAR3/3UbyKZtPxrne/C584+AkAwF/8b3+BF/EiPvD+D+B9B98X1e5qXr3hDW/S86q69XrgFuBtbzsLZ30obkz5cPSZJ4Erm89fuvxybJ18Cp659jTgcDM3Vbvcvroda6xx6WcvxevfZR8sSCl1OwPARy/5KM770nkAgDsO3IFXXnwFn/nUZ3DGu20njf/+5/8dz+AZvOe978FHD34UAPCn/+FP8RJewgd/5YO48OCFel69/bzz8bYPNGVZ/fT/Ah4A3vPuC3HhOw+iOvwgcC3w5jefiYOfaNvoph8DtwPnnnuONR8B4P6T78fduBunnnqqrt/Nz9yMB/AAznj9GTh48CCevfdZ3IpbsbVvC1/8wueBv2kIZwd/9VcBAE/+ZAt4qAl1HjuvAWDrGycCLwIf+/gncPOpt+MVvAJRrQBs43OfuxTXH/hrvPLiK5AQ+MCv/Are36a9deqpAICPX3IJ5Kc/baVZXfdt4G7g/AvegfvOPQ+P4TEzH9/3Xtx91hv1fHzrWbwc+v5Pvo/H8TjOOeccXHbwMuuZeOIU4PvAKaecioNfbufd/c8APwPecMbrcfAzgfrvvAj8dfPx8i9/BVidCDx/O/BNYP/+raS28+Ev/re/wAt4ARf/ysV6Xj146oM4iqO45JJLcM5nzsHqF/8PcC/wznddiHvOOQdP4AmcdGLjMfKB91+Eu848Cc/hObzvve/DBw9+0Eq/ajeLbzqTyPtrGoe3t59zDt4WqMOjv3wUd+JOnHjyifjUpz4FANjatwW8Cpz+2tPx7kveDQDWWFSQUuJ6XA+gkV8nnXESnn/wedxK1r5LL70UZ7z7DGy/so2b0DgdX/aly7D/FL8jw6Zw+6u34z7ch9Nff7qu688O/wyP4BGc+eambXV7nXSifueO7Tua37329OzxcsfWHdjBDj5z6Wfwhve8ATuv7uBGNI4sl33pMhw49YD3t6s//EMAwPsvvhgXOfPxYx/9KORnPxtVhh/d8CM8ikfxtnPepuvxjUPfwFNoDGJvfvOb9fc/+OkP8BgewzlvOweXH7zc0r/27dvnzaMP2y9v63pf/uXLsf/k/XjqzqdwOwzh9XOf/xz2/fU+HBPmoLEx5DVr4Jcu+xJkVUHUNb74+c8Db7Z1q7/8w79s5uPFF+OigxcBAB56zUM4iqP46Ec/ird/9u3W+9X13wXuAs47/wK8/aJWxv/kT4GHgPe99z14zwXpfX7P1j04jMM47bTTdJte/9j1eBAP4k1veBMOHjyIJ29/Erfjduw/sF+/c++Be3EP7sGpp3TnYwhbbZ98+tJLgfe+FyBR0i774heBgPMVxV/9H3/VyKGL3ocPHfwQAODxf/s4XsEr+NCHPoR3HHwHvnfl94AngAvOvwAHP9eU8b/8//4LHpONoevst52ty37FN67AU3gKF5x/AT5z8DNWXnds34F7cS9e97rX6fd/fu/P8TAexplvaubjkeuOdObjnes7cR/uw2tPa3W1p4xz0GWXfxk3tPJJQOLA/v347Gc/i9txO7ZWvLy/98R7cQzH8MlPfRJv+chbAAA3VDdoIuhHPvoRXPCVxkH5rhPvws5zO/j0Jz+NN77/jVFtGoPDPzsMPAxLT//hd34IPAGce+65OPiFuLFw3ZHrgDuAk048SadT31UD9wKnvbYZi0+/8jTQcpZ+9Su/ilW1wo2P3wjcCezfb8aiiqDxuc99Dueddx6eJUTNyy+/HPsdZ7WvfrU58P/oRz+MgwebtjvxxC089xzwyU9+Gh/4QFxbXPn9K/EEnsD555+Pzx/8PADgr//Pv8ZzeA7vec978OGDH45LiEA8th/4IXDqa07DwctaHeLeJ4BfNM+lFHjXhe/Cpw5+CuKRGvgR8NrXvgaXfOwSHMZhnHpy2nyMwerKrwLPAB/68Ecg39LK9b85EXj1WVQALv7AxTj4/ub733nkd4BXm7H4hXO/kJyXnldvNTrEd6/6Ll58rCHZv/6MN+DgpW2/33EbcCNw9lvfgrd8dFidj62PQanml192OU474TQcfuYwcBtQbVXl2/S//BcAwHsvugjirUeB+4ETTjxJO36+853vxMGDByEeFcDVwFYFvO997yteDhZ33dWUkcwxiq1/9a+ABx7AJR/6EORll3Wel8J//I/NPP3ABy7CwVZf/Zf/sjFPfuQjl+CLX5Sorr0COAxc8I534t5zz8XjeBwnnkz32K/Ds3gW7373u/XeqQ+idSQ67fTT8dGPfBSHcVjbCs98U7Mm4sZGN9h/YB/wCnD66afjwx9tLmA47TWvmaafAPzZ//vP8CJexMUfvBjvPfheAMADpzyAp/E0PnbJx3D2J8/G//zr/4mn8TQufPeF+PjBjwMA/vz/8+dRe+zq7vuB64A3n/kWvPGiRkc56aRmP3DuuW8H3vVaAMDbzj4bZx08GKV/PXO4sV1t7TPr3P0n34/DOIyTTzq5t+22/vsK2FY2rytw9EXb5nVdu65+8QtfxEln+C/X+b//+P/G83geF33gImOT+FeNTeIjH/4IzrvsPLstrrqqqff55+Octoyrv/xLAMB7LrwQFwbKfetLt+I+3IfXn/F6vOPD7wDuAU44qRlTbz3T3mvuu3kfdnZ28JnPfgZvf+3bvWkeff6o2ct8+TLgdkPYUHbBGkC1qvCFL34J+JtG1zj4la8AGYdl/+k/qfn4Phxsx9rv/q45Lnj3u9+Fcx65B0/iSVzwjgtw6cHGHv/9E/4KAPCWM9+Cgwd/Ban45fN/0XwQQrfTI3f/JfAisP+EA3j/xRcDP2tesWxeR1bAVcBrX3MqDn7pII6+YNrry1/5MrZO2MITtz6BO3AH9m3ty56zq+/+e+Apzub1FD71yU9Avu5D08fiJAABAABJREFUUel87+rv4XE8jvPOPw9fPNhcJvU//q//AfFc05dvPessvLld56rrvwPcBVxw/rk476KD+OnL3wcksNrah498qMnvpJNOAp5+GmeeeSbOfGujI51wQivTn7ulayNs2+u0tr1isdVGxfv0pZfi1atawlD7z5cvvxxo7w36zKc+hZPOejv+9N83tqsPffhDeMPrXg88Buzb3+wrP/mJT+LkJ04FXgA+/rFLIN/wGaz+x/8AALzzwgtxgZp37V7zAxddpG0/HKrDDwHXAm9685m46KJGsXvTmxrbFY49DTRJ4+yzzsLBg2cF61ld963WfvROnPu+Js/HX3ocuBmdyM41gAMnHMCnP3NpURuOD0oOvfu978W7VBv9L/8LAOCDF18MGcj7lm/fgm1s46STjS5+zf/R2G303iUC1IajbRLHHJvE0SeA/6d5/+DBX23k0DPXAVcCJ55woEgb3fqXzXg897zz8frXvwGAieDy/ve/D6ee2ugHH/3ox3DppcMibFSHH27G15vejIOfbOfmzT8FbgPe/vZz8LZfsesjnjgV+D5w8imnGBvhA88BP20iUhw4YOTQvn1NmU855bSkdtm6YwvYAS79zKV4zxveg1d3XgUIF+kTH/8EPv22xja679Z9OHrsKC797KU47/TzPCkG6s/ZJH78J8DDTX3OedvZeM+7LwRuMGdCF1zwTrz9vPOBO4Hzz3s7zn2/XTdtk3gtsUkcuR4P4SFtkxiKv/nDpm1Pf90bcPDz9l7zssu/DPz35vPll30J2Gef966+9wfAk8CvfPBDuPisVt4fOgV46Ql88hMfh3y9rWf++K//ObADvO71Z+DTX2nev+6/NvLu7LPfio9/2q7Pz+7+GR7Gw3jLW9+i6/qdH3wHT+AJnPf28/Rek8P6yMnAVcBJJ5+Cg1/ptpN4ZA38CDj9tadF79VL4n//37s6PcW//bcrHWHjXe98Fw5+qinjf/yv/xF4ofEJOPiB6cudiluqW1Cjxmc/91mcft7p1rP/+df/E8/gGbzzgnfqM6/jETfIGyAh8YUvfgGnvPkUvPDIC5bN/tOf+TTeeNEbsd5ea1vsl774JZzwWr/fxhxw74F7cRiH8ZrTzD7whiduwIN4EG94wxsm2xsuKIP/9c/+V+BF4IO/8kG86enbgUeBA/tPAPA8Pvaxj+E1t/058BxwyUc/Avkm/yWwk+LFu4FvAKstY8MRj58E/AA49dSTcfDyvDFo+Ul8jPhJrNf4/Gc/j9ecba+V//U//lc8j+fx/g+8Hx842Ojfj/zLR8we+0vpOkcq7jvxvsY2+hpjG73xyRvxIB7EGWecsevm4ze/+U3gSeAdF7xD20L/83/7z8DzrY3wVw7imtuuwSN4BGedfRbwHgAPASef0thtzj/vfFxw/gXA48Dbz317xx+E4uGfPYw7cSdOPsXYZW575Tbcj/vxutNfN1nb/cm/+xO8hJfw4Q9/GO88+E4Ajd/S9tPb+OQnPokzP3im9f7X//vX8TSeHuxXcuOTN+IBPIA3vumNuq5XX381juAIzj7r7E79S50/unD9So69dEzbMi6/7HLsO6lcXjGo7rgduNG2SVjPA34lqXjxsRdxM24GBPCrrV8JxZO3PTnYhuPDf/5v/xl4Dnj/Re/HwXYv96+P/GtN2Ljwwgv1+FLnuR+46AP6PDcXd4u7cQ/usfZA1z1yXbMHemOzB3rilidwO27HAc+++YHXPIC7cXeUTXVuuPOndwKPAGe91fjFfffb3wWeBM4971x9njslxM0CqIEvfP4LeNtpb8NTLz+l94xfOfgVHa1yKlx9/dVdP4mvN34S77zgnfjUwU/hpqdvwgN4AG94k9E7f3zTj3EER3DWWWdljYuXnnipmY8ADv7qQQgh9Pn3CcSeeLO4GTVqfP7zn8dp55yGl596Wf/uK1/+CqrV/C5LXbBgDng+8nJbYMOEDRcnn3wyLrroItx1110444wzsLW1hfe85z3WO+9+97tx9dVX96b1B3/wB/i93/s9XHnllXj/+98ffPfAgQM4cKDrnLZv376iitiCvYl9+/Zh1Z6JSggzZrYa56FKSFRkHG3t39KHrEJUnffVs/0H9mPfvn3Yf6D9vj2g3bfvAGQtNTEBaA6JrDLt58euCi24Wq3ix7ZQv9nSioqgCgv5vNoi6a6af1cVsCJ5rfY1hlxB26oHq0qFpTO/2dpnO2e57SJQ67YDmsNGIYS+aYq2kWqXrdVWQru0ZVvts+qn2aRtu2xVAqstc1MMbSP1fUXHga5z+2xVkTpvtVm37dDeKCyq7jiqYI87wL5dVo0vCq69lGeR215qnG5t7QdUOmp8VBJb+0xbUoWN+76quvX3ou2rqlqZ+m217SnssZaDdWXKuv+EE7Datw/72vVBCKnLqcfRgf51ghtr3BxU4U5pG6lbo1dV+35l5qOua7XVviOa71QbrbZMG638bcSOtVamiHbOrfRYE9jXjlsqv5SDroCM70sA6sR/a2u/PvyHqAAJ7Nta6faSENjaT8ZaW56tqjLfKZC5qeajklmrlX8+Wm0SklMrNc5XUfPO+bH+tG/fgaZf9rXjS9ZldA6pitSda3oc0TZSf7TjYGtVBWWTWhOqLTK+1HhFeA7qsVZV5kZ0NeUktNOtlN1xpMI0A0Z+7Ttgv6Pmo6jN+pgk1yeEckCmssCV8aq9RGXG4b79bV0ksuul5Jdqx0oSGd3XXu0tltHz0QOhx5EZY9610jMfh+rpcmUcOVydi35foya3GsO67Xm1tYKoKqCusW+16tY/Zj5ScLqFK+MTocYap08ATTturdqxV2Kstc6w+w4c6LQH20YecGuiT5btW5mxsLXa0n1UUueKmo8k0gPVUwUkRF1rmSVrz1rp0bkUYYN+z8mQEuB0YjU+IOLHgpLxtL33t2ulbHWF1bZprwP7D0AIgQPtmljDrInqpsYDBw5g37591r6dq38rprB//5Yebkq9W632xQ5BPQZX++LGURQqTocw6UgpjLwgukUJ2e+F8Ov0lQD2bZlxx82VFKi9pCvj1T7X0u9b3bUS6NGt+rEWZg90YH87jtRYK6V/MVgROVWJShM29Pq11ZRhVTXr4iT6Crd/pGgddLeEiJbXOVDzdN8+M0+1ali13zH6qtLpt4hOnzQf9Zq4Inppq5OgHWuqjdQ+Qrb7EACV7NP1y0GtZdaa0Bqe1DrIyqmV0beD7aL31Vuo3D1TBa9+H9K/rD1jjj7RhqbnbF779pE1NlK/j7Y9KJvXFtljt3NhJcL6F5WLVOcCurprrAxdr4zMUvtyTdho/62lWivNmrhv35Zln0sFNx+b71fsWBNqcZWZawJMXYzO0epKkNhaEV2Ks5229hnaXvsP7Mdq30rr9F6dKwrM+lgpGZS+73H1UrP2kX21o/dXLU9comr2WgBWxGa1Ujq80tEYW41ur1RbDdHpj6rx1wrv/fv2QdbNcNtSc4rseypt3DG6uyD2Btp2q31k3xO7r6TyS7XZqsK+fRUgTyCvSexzbMcdtHVbrfbrcuh9qSCh7tCo6nTeFbPh9CCnjfS6SeSxlk0yxR7fXVOUXNJyfUcJDIF9iki9T427Mm0kiL4qW/uFImxUVWPraz5vxU5NP1RakTZVbSMU9ExEnQnVqEgfqOaRCX0ANPoqYPRYWdmklP37jI2f07eTwNkkWllTiRpbW5U+pxFipf9V8oizW8TYJIZCtJp2Mwb24cCa7BmpHrPF2CQC+yFO3gsY+a3LrnWprqxl90BbRt8M1V/o8eXT3fnzx6nA7b0pVitowga123D2lTnDtaNS5Jx17kW4beTaV5XNXvU9MF+bPUXQXpgoyxdsHiqCxP6t/VpfleqMYlUZfTXhjGN0rArq9wQhP4nYs+vgGccIiDnH3lVQ5xrE7rpV2Wc0dC+p+kfZhSpRYd9qn04rVP+xzhmTwZ2VVf5xFBp3KX4lShcL+tswGHr+6KLjV0JcEzeyJtJ9NavIBfZAieDOHyl6z80KwD3j0GeIxM6V5bfkQdSZI2NHtcq8iXlaCKFzxsnOQRy4++oD+8mecWulZfBUiNkncnvpofsPet6r/HK4OejKLMuPcLWly7FgwQIbKfNyVrSno0eP4rbbbsOZZ56J/fv34yMf+QjuuOMO650777wT55xzTjCd//Af/gP+zb/5N7jiiivw4Q+n33y5YEEy2oMsSDql1OGlHURdVEIfNFhTUJMhpH7P+lf9RlTN4TVxSBWwDfXqNy6087N7TVgIqvxtvp1yk89WvsJf/9QyyDasNT2wR+WIL7ddZG2VR+Wn/qXPhraL/bXbRnY57C735xtVTt22DIHGaXc3H26MpLQXHY9u3kJItty99YkB2+7+OqdCjbUmC+011PxNHHa5dqHIqXOxPs8cF6F8rXeYPlBtRdsoDgH5QuawhLDnvPpcc31u6q/Lz6Sp68MgODZDYxA9Y5C2v/q9iPxtJOJkHNfuXdnJ1l+1eXR/8GVTDrjK6ChrqTeeNZMOJ7/c/uO+T5IvEyJ53nneKZF3UnsN6P9QGWI+l+7L2DFVSz9ho5Z1sP7pfRiQ35kyYvKx5o4ROlYKjRH1TBnY6M0nlah0H5Vcf6PaiNRPkmwEJFD3yNaePFLqMwS+NqXPSqVD09MkLiYvtSZo4yQZU9x6UUhMjSSDQ3O82etUW45+0LcuDwWn16iDLAwfC3ZWnn2FdjorJ/soaHn1Id3AuoQzpINQpS9M72v52JIjVvxYHgXcBKFondSxs8M/H7EY3Xna1enZfULKvCAZm/HoPFM6qs5K5gmRgRh9/aZzv3ZkU49+M6TMYdh7FGr/EZBkuxJOK7kcpfY3uk35cqqDv506PL/o75QO2iFsoJVfVHZnyrNQ9dVn1v4hhq1NEq2dj3yn94OQ7LpkfW7rG9Lph62bA/b9BDk2NWPbUW0kdEdZe+bKKU9gTU9eT+nAUOOP6LzaaV7Za6162jKleebUbYjCRurZSYYcsAsZsZap+Uh+Z3QDe62spTvvRl4TBrSR1itY02mKPT7NvsRkFp1XCPrcg/S5SlnKddllOmRT5fo8pEtX9eA9CdDdW7k3f5bU10P9aerTyl8oeWTeybU7D8VKjZFKkUvInpFmwbVLYp8Lpo3kWPX3nD8ZlJ1rqejbWlQVoAgbZcfptAidA6n9e72zO+oyBqT062Kh7+dqs6eYQn4tmA72emrL10l1vBSE9PsBMjR1bM9hLsyhDCURYzvn7A20zrHr6VzablPjbq713/ia2KdnFpA1Jqs4n5ox2qHUGWIqcu26FHtdxm26TPaecfoybcpPJDbN2cmsBQv2IDYaYeOf/JN/gl/7tV/D2972Njz++OP46le/iueffx7/8B/+QwDAP/2n/xR//+//fXzmM5/B5z73OVxxxRX4m7/5G3z/+9/Xafzmb/4m3vrWt+L3f//3AQBf+9rX8Du/8zv48z//c7z97W/HkSNHAACnnHIKTjnllMnruOD4gKSHaAoq0kKIsGEpwe1ip5+Z9+3v28NrK9XGYUEvnKKkYmecTPTvSPpyCsLGWhE2aDo2a1NCoLl5zpS7ozisPEpI1kGzaRerHAHn55R8+QNxNw+1mWLGHWNU4g6yKWLbC4KMR3T7vEPYEN060DSz2t0yUPnrnAo11mi6HBkhZhOVOtai+lxG9Dn3TsCxwMxrWgH7mVU22R37Qvd9Yh/IrnyRHHHAJWyounGnnBzJTHTTBOClrQbHJlP/aMOF9VzY/xbaDHLrQGfcMe1uHfKFnKG407hQfzBla/xNug5NsYQNvT46a51ZL+e/aYyRD3HrQIG8RfeZFzUjX0o59BVdK+LLYOXtinSBfsJGYPwn6xyskXSYjEgZa6F1IBruGClI2HDLpA8qHHmn+yhyHHH1jzKeum3EOAI3r8mGsNGjb4bK4X5fQhZw4Aypqtw5hA1uLXIJG4LqE+jm5RL8YgkbA8XUODI4NMcBQBqHD0t3G6m/+8pUob9/0rLidZTQ3riEfhRLDioGOgiJzqU/6TWnJWxUC2EDYJZT9uIIZp+QMi84woabsZY5KisZreuWRNLaROdUdLuQPY0rOHv0m74y55UHZL60/UMv7JDNOiql7E0ruRzcwpG4v/E5UFCUIGxUldozlydscOum+j60Jtbr3APCdWNzsrZ57TrjEjZ4Jaj9h9knltg/DNn3W8nwurghK/rT17ZmaeapiojTrBvqt919vkGmkwWRl52LOepaE6pYwoZTjkaORhA2ouUOWVvd8SvIUVcMYUO9I7qEDbcUtX5W1objRSHZZH6aPi9i1qJScyUEFd1FgBI2zBgsukwn78n9dupK1IP3JEB3jyasOV5WXw/1ZxMxhLyj5RGCfT5YP4iAJmwIhrBBT9FChI3oPuf2Lu0TEt3cJD9kX2l0Ixae88epkELYCNkG5o7QOdBC2AjrYvrrXWSzp4haBxfsGli2Sme9m1THSwKnDxYkbESuzXOYC3MoQ0nE2OCt81TmgojY9XQKXSwGmxp3IV1sSn5Wx/l542sipwNTlCOx9fqvDbwQJATunMoibIR8KQYgZg8wjl/fPMCd/c2FsGEieYvOsymRO0aGjtPYNN33FsLGggXl4VuBJ8FDDz2E3/iN38C73vUu/Pqv/zr279+Pa665RkfQ+Lt/9+/ij/7oj/C1r30NF110Ef7Tf/pP+Ku/+it86lOf0mk88MADePTRR/Xff/iHf4hjx47h7/29v4czzzxT//8P/uAPJq/fguMIOsIGcyjmKLINYUP/QR80//gibJB0ZW1H2KAOC/Q3LrIUO+oooU9SOWd5N1/1jp3XEMcK64ZFh7ABfbubMapY5ZH2vyxrVOa1i/21Y7QPETZCG1HZVdL8h2Jxt5glEzYC5eAdq9rPqRE2ktqdGYNjRdjQoQjbsUYJG0y7UIzW5+xBjVt/5p2SETa4TXxl+j4JrCOWkR1ewkbwlNOMzZBzl6lPF/p7rjrBWyt76k/b342wUZqwESM7RGWKTIg/YcJK+12hCBt6+MrjK8JGzFoUJxOG553UXqFbPhNkeWicej8X7srYMeUSNij6ImwE+5lta2ZtHSojIsoQJTdi4Y4RamxMGSMR4z/rdhymDMH6p8xHKh+t82qJ3RJhQ1HCuZtvXLp4CCkRNvpu2QlF2OD6s5CYypi/SYmar5wIGyq0vZn7crT+7iuTQNlbkLxjPOaW8QEIRdhI2odEZ0gHodFvtYau5WOzx9hajVQODpweR9Huf8YmbMSpk2RcKDHLRc1LaTraN+6w6xA2yDqwCyNs9LaLtR9w9kzo0W8GlLknBVIm2/5j7VF65ktyuwyJsEH0A/cQ2K3zqp3zSYSNtsCNLmq+147jlj0mT47ERNgYc02kF99Ure0lKsKGuuE9pNMPEa1D9v00Gc52VCEuwoayhdIIG1Q2CWUXdexFA8vcZtCWlRA2CElZEzY0uYTUU31H54JbjgF2Bdo3nfErjK1YICHCBvldzfU9mHk3FWEjq43af+m5fyHnpqB9ybzkFGQYqjYdIVbmCAZmDJZdphP10oCdWhMc1Lc5exJ092ijRtgI9GeHsEEjbAT6fJC+EolK9xsXYYNmEknACPS5YPpcBpx8B9n2PPLIoJwjXQ76thZ7JcIGpwcpVKu2LgthA0C/zb75o/u7uSLGXrhg98CyQzryVdL9x5xkU8gHYMAimro2z2EuzKEMJaHKHBthQ+mDVIcoEWGj9JlbyXKU6vPRzlkT4ZZj4+fY7D6GQGRuXrisAuRX+v2YhI3JI2xEjLtNtsvYCJ39pZwzjlmmjUfYyBwjQ8dFbJodkhkdp7tvSC5YMEtsNMLGX/7lX/a+81u/9Vv4rd/6Le9zGm0DAO67776BpVqwIB18hA1ekbVuEfVEJ2j+FNYr+vY1IZjDa8kewrjQTMmkRdQYrbVywN3WRtNX5QQ6xo2sMmhnOSZ9u5TkHQmOnV7uFgbGmE8LQm+6s4qd6DwYel8yZQgdkNhXF3bhDKlgOYT+g/y+VdiEfzxan4dENmFvFCmgHVohnG1nUzbChof1zl0A2aQZYXwY2ufcO+7NizTf0IZA5wtTNmYTb6KQdOsVBpEvutyNjIMkt5G7iYdOOentOPoxaSPPfKQIj03OiOE/mON/S35T+CA75ExjsujKdcKcCBu9Qlew9jlPkbGmP5O2thzjPPWi9ekc/jBREuZqrI1Zi6JkQoG8rXnQlyx3GptznSWVKSqZomtFRBEsee8/UJRSOoQNoltQJ87AWh67DljyS2OYjIgpQ9Q6EJ2hZ4xIWe6WbodEEWNsDR0Is/X3RbwJzUciH60D6+al3oOQUDk63490IFXq5psY4kfoYIrWS79Xqb2SKRtL8CslpsaQwcE5DshaoDpg658pTsrFyqSN1v39k5aXSt5uU3ZvXOAAWmdLyqtvJh7zVleLvEXkgiqDGpztbfurih/Lo4DT4yhUhI1193bgsYvRWU7J2OxcikB0+rTLKMx+w6Qp7GeOLJZ1eK0fC8G1yd2jZTlAkTatHSeQHv2mP8lueaKmstPn9iUlCeS11HYJOY7HkkOEcaCghHQKFWFjzdy+bReHrIGUsEH00Vqq92gbZZLpAuum+p61f7hzJzVfdVkG+bmtKzA2n+YtO1+6T3T2g8P2D0P2/SQVny4eii6lySyk/FomKAfpGqgcwgbrcJFe5jaD9udCpy+InNQf106EDfK+Koc1Vt0IGxl2Bcue4Y5fi7ARsZap+ViZIzItfx3HFamelbbheMs2XDZF70O9RYhYi1j7eOa46wPpc527XJddpkMRQ3hjbvtO930h5OA9CRC+CRQorK8HZJ8Qsq2DklEqL/MOT2ppUxnRYVtH2GjnMt3PqhmN5kCNKV9inxuDlvlGEYxL2IW4vNiDHFLODdk++7YWdLzMyVkrFVwfKqgIGzIz4tieANXFnDNt/b1jV5FrOVubPUWMvXDB7oFtq1RrGbUNTaTjJYHRs0pEV0pcm+cwF+ZQhpII2eD1+kj6qRNhQ8p4vW8CXSwKGxp3Y52zpsIth0XY2MSayO1jLJizieF5tSn2EBPGEL/cOZUVoXAkIlOcz0+3DBR5fn3zAHf2t8koe9z5EC3bJuZg1D6RGSODx2lsms57m48KtGDB3oPvao4FCxakQK9JnGHXISxU4egE3ggbwhyiy1ra5IUpImyAuwEfliJv5+uvf2oZ1EGuVWfn6h5zu5sxVnDs9GJMVPZmC5IPuY3D64QayDeunIFbzEpF2PCUI3QboKgSI2wMbXfPXMvCur31ue6ONZaw0be59Hwet8/zxkU8g7ubviFsJCroIflC5k5ShA0uakfEfKQIjs3Q7YF9m0x6CKhlZ+RvI5F0AyIr13tugR9yAy0pm3JMpHkVi7AhxGYMjgkYemvykHoNSnfILZ+RZcguWyKs9NR5IjOm3AgbEgKVukmyJ8JGclsPkS8eTD7WJhgj6lmp23GKtRGpu03YkLsmwkZs1IsS6ZSIsMGtF4WG4DgyOHgDcbOPUQ4frD40yprG3dpa6f+OEWHDVuPD+4oS+lEowsYoBwRWFAejc+lPmhTeOJRtbYKw4bsGVxE2Ro6wETVP2Uh83b1+0rxg5LSe450IGyormSdEBmL09ZvKI10vchi7iQgbTp/7bF59aSWXo9T+RpW/sp8pKMJGbIQNmqYU0tpr12gOne3LVPLGZ0yEDdb+oQ5aM9cmqSJkkO90hA3LKR4I2X/G2jOV0st7bWqhyKjKFgozTyvd7jUpm7PPL7GekoGh7dTSPNPzs2b6wbHbyVoydRugsNG11U1GCNSytU/JiLVMvSMMYcPMu669yHLmm3GEjeC8SLmNNtG+RF5yng2Dor1aETb0OcC67DLNRjQI1cdff1+EjVzCBqeX+z5PEmFD5VUj2OejyWmVvpRQVC3BRtig8jJsRzbw10fo92n0dzMeu8kX0tc4lDwTyUDf1mKvRNgInQOp/fsSYaNBn82efp6rzZ5ibPm1YFqwETaojb+w/lIEoTVqgOxPHdtzmAtzKENJ1OhfHznbgHWeGrmezqXtNjXuZlt/0X02LZh9DEVBmRjrUzNGO2wswkamXZdiV8u4QueMpUCJ4rOJsLEhP5GofHsuvNyNY3LBgjnCswIvWLAgCZpQ0H84ISoBHS2DMearZ+7iRx1ZZC2BqQkbnPOzWwf6daD+qWUwN+/ROq6cd4T1LwCLFF5csfEYzENO5yn5Zh+KBQ4UOOMpBadoeQ+XuTFMSEejORsmH5ylQZOD6DhadckIsZso3+dR+zzxkD55Q8Clr0ktqX3AOWIZg6MuRwphg0lTMmnq+jAIj80hThAhR80ym8GkccS1UZ8z1C4gbLjpzhGb2ogPTncvEjYE2Ftt1N8sYYMalkoSNkaQEZOPtU0TNjA/wgYWwgabTsw7UppbF/cEYSM4x2ETNhiy6ShrWsDJrsI4hI3OviJE2CigH4UIGxIj3OxpDULT57qlnQgbW6uFsEE/BwkbZFxkzQuOsCGcZ4yOuqcJG8QR3NrTbIKw0dnHCetZbFrJ5ShM2PDlVZqwAcAmbGTK5lzChq5n7o3STKRivc5AgidpwB6nGG/PVEovT1r7HOcrK5qzQ2BtCButXdQwKfxlLkDYACFpaGf52omwwdiMmmdO25UgbAiGsAGgbgPKJxE2qi5hg45ByTnzje0gPRJhI6XYcfNrHEdCikoRNipD2NBysDRhI0DASHX2r6pdSNgIyJEOYUPNi9p85tpobCc5CYktlXS1ry2r43wTlIWJfa4JRERGkOiInbcL6GvSGl8EG3YuPh4IG5yzEsVC2Nh7NnuKuTj5LigDez1V8lWYZxsmwbEYiRi7Kcf5IZhDGUoiyi7eY29YCBvj5DsW3HJs/OLBWGLwQtjIQq5dl2Kvy7hNlIeWYyFs9OdLn9H3d+OYXLBgjvCswAsWLEiCXsSpQsUrsn1OKXyEDWleJYfXkrlhkv7WRd4CHnKotj9b+RYkbOgb2yTNyyFsuBE2ABhSwRiKDb+RCTmTpOSb6nRNXrKfcWUDP0Y4RSvHsWpywkbRTWM3mgsXPSJ2E+X7PGqfh4x4mQdH7OE7mPmYG2GDc8SSAyNsYOQIG6wcjHcsIJk56Q5D6oF6sN3HdGjStxcTA+NC2LCejWVIHJTuHiRshGSCMoZ3CRvkMGeMCBsFD2EmH2ubJmxkGFuLtRFH2FB294WwkU3Y0M/2AmEjqKM1+me1qpzvJyJssE5ZExE2ApcZlNCPaHlVyHMr5HXpuOJshA3BRNho9OdVNSPCRktUx7p7O/DYxejOU0anHxp5JiXCBk1/LxI2qD2jdmTTpggbzD4umlQ+pBwTETZW7Z55XYfnF5emFNKyb2nVw/5hMF0fhkbYyD8gVLYXmlcbYQOS3zM3b6kErPyL60mFLgvJsam5th0/YUP91rEX5dgqXHARNoSRl0HChuP8LGvZrdsghc30DZeMuWs/Yi1Tt+GTm/LrgG406e3LBWSTG9XMehaBMWzTOVC5WxE2SESD0SNshOoT1KV3IWEjioCiZJOSRwi20dhOcrWsSYSN5lPX+SavD7n3BUPwkIH0i+hr3mP8ieSRB8cFYaPvPG3V2gfX86/LWNhrNnuKuTj5LiiDXRlhoyQhm2BTjvNDMIcylEQuYYM6+C+EjXHyHQtzKQcpkCoE/7wgiW2TxISFsLEZLISNfmzKTyQlX/qMvr8bx+SCBXOEz9KzYMGCBOhbz2IjbARuUnMPwkQlYDtBh2+i179hkLWAB2+2tD/bh7e8Ip+3meo60buWYH2eSR3tGQf7YoqNZyNj0tC75ixnu1Sna/KS/Ywtm8fAzChaOYfLoxI2km+9SoNcBwgbrYOElFKfh/fNNd/ncfs8zbEgeUPAjH2O1BIFjlzBzJ0swgZHMitJ2MgxkoYcKKYkbES20agOTTod82whbIy/ER+c7kLYGDfCRiHHsNQyFB1rUxI2PKHD50TY0O/X9vrD3eg/h3kxN8IGXQ/UGiFICL1dS9jg5jgAWZMIG0Md04eUSRmtMRFhI3TLeEHChoDQ42dUgzxL2GAibIg2wkY1I8LGbomwsRA2ot8JZKB+YOpFb4eemrBB18WBfZ5cjl0cYcMuXd74HBxhI3ttUg6/NK8Iwoaz9x7N6aEQkdq79kWQFSUh/bGEDX2RTXefP6TMbQZt8Qhhgz6TtuwM2YxkLbvlmEuEDTUfBRNhg9FLeh2/S6KEbBLD5kWSfWkk4i0ACB3RgEbYUOWYgLAR7HN//Xc1YSNUH6eN5kDYiI6wkRglhauPkJJ5v61P6fpP6EiXg4WwgSXCBvaezZ5ids61CwaBJWxY8mgiHS8FIf1+gOzflOP8EMyhDCVRNMJGz1iYS9ttatzNof4+v5LNjmHOX4GinEzcJDFhIWxsBgthox+b8hNJyZc+s863d+GYXLBgjvCtwAsWLEiBtrRThYocdtNv6cGctclWi520krGcWNrfmMPr9kXHCRm8Xpe3gJMDwo5DNQAqRmyFklfk8zZT3Zv37AgbwjzLIGxkhRyUXJ/TNCIcxAP5ssqSe4MhWwbhPOPKZh/acWULKoKCjslun4tKesfj0MNC/qDCX+dk6KvaaDnb27nUvLXGYXgT1Xlnij7n3ok5OBP+fO2yuQ495nMyYYOk1XHKQYCwQW52ZCqk0+nKrBLkNq7+sYYLf9sB0hZymTDtSL50xx0n16mDVkgmcqdxof5gyiYEIWyQvKIJGyo/p/uCc2dmiFmLomTCSHl70XHoQzGHPlaFQt98zEdI9tG/m8N98jsIVNbtW/7xn9zW7CHMsDUuaawF1oFojDhG3DJRJ2z6jja2RuocMQ5NUfOxzxGYjqPEcnS+H0nGcYZU1b45hA2rb5x09DtMvTjCBn0vtF4UGoLl9gx2om06zBxHK18UYYM6KY+6pnGHM0J/E+qfVHBjHILojwVlHwU31iYhbAhh6Vz6k9ZjWsLGaiFsAMxyyuj0ktHpk+YFJ6eF80xHgVPFkNG6bkmkrE1ZehPjCG7ZcDLqXKY88O7jYmVwcjm4hSN1f0MdKDwyewhho0mX2LdU0aX1w2C6PoTWTfX9GGuivvjG0eOAlrDBrEv2Z9uJpfz+Yci+36DXpmbtPxznK0kuFFGEDdVGNZmnZkQUKbMT9oQQNsy8UBcWsRE2HJtUI0edug2wK1hrK1NlKVvCBiLWMuknbNCxKakOVNiG40Uh2WR+q9KNL0LMWmTWa2bcFXIirzRhw5B09DGAXBdephP35AE7dSXqwXsSILxHa4pXTl8P9WeHsKH2dzWCfT6enG5zlIqmBYh2rbVI/rI2mYdIN9F7EVUfczYl9fvdyD6DbHt9hI2SZyIZSCFshGwDcwbnrESxEDZ4m32QsDFzmz1F1Dq4YNfAslU6652l481JNrHnwcOdqFPX5jnMhTmUoSRibPDWeSpD2IhdT8fWxWKxqXE31jlrEjx+JRtdE2OJwQUJGz7/tcFnLgFw51SUsBH0pRiAmHHX1y57Qca57U6fbaI8ANFXSdlmQ9iIGSND7bERaVppC3Te341jcsGCOWIhbCxYUAL6MCfiNinRvNmg+z4XncA6vxtwa3zeAk4Udn1mzjsZCe4QyT28yilDwIlelUcrED7ChpTWv2x7pTSLZyPDOT/7+iaoaMuI9xNvz+tV/KnDmM6DLwdPOqp08n11tj4n6XT+fMtsGploLquKPK/tW7Ej2nLyPs8cF1FMakHT6F4TVyLChgkjb2RhUoQNIl87JJBIcpv+nqsOV3/9OdYRifttxO8jENOfQbkuexzg1PgvFGGDyoFYwobqn+Dhz8wNGVFrUYxMyMw3O93QLZ8Jziqhcer9XLgr+8qg/pZw30uIsBHoZ76tGf3QddxKREwZ4uRGJAqNkZjxn3M7DjeOgmMhZT4S+dhpdzfCRugQImFeFCcyteXmbr6RCZNwzAgb9DMXqaTUEBzn1qvQHAdkLSBWepHTvxl1TeNuiCU6/TQRNnQO5O1yjn59txJz42hYhnQQmvbVWqAakO1+dqsaoQw+cHocxardY49M2IhTJ8l80c3D6KspbUcJG4yctv4VZB3YjRE2+tqF7hldOdCj3wwpc+DX5qOoSPmZfVxv1RLbZdBN/yZ9LRt1ke28Vq1jZwphQ6+9FYwNBkYyWqXLlCMxETbYCKODHQtsmxMAVIJG2KB5+W0bffpTtnwdsu+30umWqVn7/Hbhrm1HGMIG1YGUs7BKiyuzyCkz7ZTKGnsAWsKGY/O16mmXo+kjRxkbYFeg8osbvxJtBNikCBvGxmwi23THoHX7cpvbaBgSYUMa2aFQzLkpZF8yBVUFic4rBL0TJxE2JDHclY2wkbon9+vSVcVH2EjaFpOXJ4mwwZK53frYfd60u79yg/SVmBJLEmGDkK+stgidHST2uYn4Ulnf+tNv38jSjzhHXZptuTORHGgV0ns+Auz2CBt9F3dV7bmR3Jmn/XkKcKSW3Wyzp4iyFy7YNbBtQ46+Kom+uqGoRSxCZ70DBmHq2jyHuTCHMpREyAbPRdjQNiyyD49dT8fWxWKxsXE3io0/DYPPZUeByjPHUSIxJ+5CAZpTCRuOB5uKsBEz7vraZUwiy9gIncdMKXfc8tBydEn+EyNzjAz2E0nxCyPPhBBmTG6gDxcs2IvwnNIuWLAgBVLfnsMdKNoLlu3sThWwynpHfxZOhA2YjZnlyONxEHfzbsqbc1DHEEUC5fYZN3LKoMJJqxvcAMYors/8aB+YPDqKzeBbGLi2IF9Tp3PnFlk335DzYPh9/6EQn6iTjgvytSa4eMoh2PqrzY1/PHLO8kntHooeUWLTqMcanYP05FeySqoLdw6734eMD8l93nEa4N4JbKwDGwIzr6jy3k1ftM5dvgMaL6gs02KRHHLp9ISdeOiUkzg1dB19EmVlyKE66xbo0JxFkcPsoHO26xwB7vZaGZRNwStYex3DTHnccsra9A07P6SZH77bumLl6xwQsxbFyYTUjElakbLJ/j3jWJNzA7MM1M35PJpRKiT7nLytckCYsdowjdoHAaNybFuHbifNlA9RZYhYB+IyIy8PHSMR4z90sGG9DyB4WxGnHznjLmo+Evlo2l3l4UQfCy4vPXojl3chlLr5Jkj8UDomAu+0zywHpYruA5rysQS/MmJqJBkcmONo9E8dYYM4/Yy7pvlv66vEcPIOhU9HYW8ZHyj7rHyZsTbqDUp0ENIoEVBft+VoHcpWFT+WRwGnx1GoCBvr7u3AYxejs5zKrky19n1Ze0kz1jrro6MnW3pZFutrIEJrArtHa1+JdqIn+6ROxNi8OgfLE0sgacvB9Xms3Sa5XUKO4z3lpmuF60DhikoVYWPN3L5tJ6oKTeSTsKW0c7+G+jacri+7wLqpvmfXRN23Wdka2wvVOSq6zvB2R9f+E+pv8lpOAZ38kLDvJ8l4dHH9J3shjl032QwwK50mwgaNPGx+x9qCUtY6uiYJYwOi8lKLTCfCRnPJh1MOSevmIccBCXKH2DOY8avu2hciYi1T87EyTt6asM/YOyVkcRuOv2zDZRNr/0ra3zm/BTprEevs7vb3QBgH+RXhCCkZtC67TKfuyQN2akHIJDTJpD0J6TBftLiS+npI9gnIViTYfS65OW4lOURfiSmyomkBgsxlwc5bLr/UPicLtfoqkP6g+cj1B0XBM5EcxEXY6LcNzBnWORCzh9IRNtYzcvCeGJwTaqetdpHN3kKEvXDB7oFlq1R6thVhYwP7/l4welaB6Erpe2Z03p98LsyhDAURigbMXUDqXhABGb+ejq2LxWJT424UG38iuAsJN1EOC1NG2GD63s6qgA2nJ2/rXECIMGGjxHlEwvlmUb++mSB0HrORaBY9FyFk75+HlCni7D7K5yc13yg/InSe0bLuxnV3wYI5YiFsLFhQAnrx6jq6uIqs5ZTCRdiouAgb1qrYJU5ERtjIIiZQJ5POobn92d40+eufWgY26kFll8E41JF2INpEcSZqb4SN/r4J5RtVztCNf5GRFCgsZmxPewUjbDBRYkKfh7d7wU0jM9ZoNBe5XqcTNsbuc98tjDERfyLztd5h+kC1UXKEDXTliyRkL12OpAgbpP763NQcHA6WlcFbbeJvguz+NuL3EUgaRz3rCVv/Ibc8krK5ETZkLaMibIT6b7B8mRCDb00eeHNCdrpDbiBmyjHaWlGgDAAgRbe9ZEqEjeQ+DN2Km+mEN+VY8xE2Rrqlu9TtOMXaiN7c7hrbdkmEjZioF6XSKRFhg1svCompUWRweI7DJmwwe4lR1rSAblKh7E2o3n1F6JbxCSJsFD8ksAah6XP9ySFsbK02QNjweVUpwsbIETbi5ukAfTUi4854dCJssISN3RRho69d6NyvHTmwkQgb1EE8HCmxl7CRWo5S+5ueCBuKsJESYUM7cTh2QVWq5rk24gTT9SEmwsYoa6ImbNC8aIQNz57ZsW306U+D12z2sozh88KQFQO2rZZMIAmxytKBdEd19/kks+QyW+O+qnRZNdmxro39u+b6wS5H88yp26DINiZ9NsJGu75GRdhQ75Bb+etAO1rOfM03/XnkopBsUsg51I+b++PaaQEt5SAqGmGj/ZcQNsos04l78oCd2hdhI6Wc3E2gMZ8HR9jg6iNiImyUsIsklphE2BDVPlNqqy0CYzIYnaj7vj5vskhz/rW4jH7kO8YvO9dSEUfYKGNj2BT6zoE0YWNn/nUZC5wT6m622VOMLb8WTAs2wgar481oPof0+yGEjcSxPYe5MIcylESMXdxnG1DPikTYmJKwsaFxN4f6Dz6XHQNTEjb6/JOK2HB4bCrCRq5dl2LPyrgNrLN9++qNkEg27CcSk2/pvBcsWGDDZ+lZsGBBCvRBY/+m2XswF3B2p+HnJYkmQQ0Ig52Qveg6SkiOIODmW5CwoQ8ACQ1Z3ejfKZtFmuke6pdTbPiNTMexINA3gzeiiYexfYo/l0fS4fIUhA2u3QtuGvVYk/xYk/VMCBuhPg+RWiLHRXAcMAdZ2YSNECFMZhI2ItPU9WEQHJuJRKne39J+GsnwETpQT3aGWggbRbDpjXh2ugthoyVsNJ+LEzZGICVOOtYc567O5+ORsKHel9K6sDO1HCn1GYK5EDYAQEq59wgbQR0NkLVAtaqcd44DwgZHBC/ofLRRwgZ1KlV5a8JGoz83hI1xI1qwZeOg9j1zIGwQvXmI874v4854PN4IG3RfXZu2bn88PWGDzEMpic0rg6STXI7ChA1fXqt2z5xN2CB2QVUq+ybYvPGZS9jA0H2JsqMS20vVysVaSI/NA3DXhz79afCaHXkRhj+ZhLXPexmH4AkbyllY7VmG2CooXMJGW1ZKRFYRkN0IG5zNSNayW7dBChtZW5lk1F37FSLWMjUfieM1S9gA58yHMnZIb9kGtBEzFLT+UVofHsmRkIJG2NDLNXGQL7pMp9YnpEuLXUjYCMg+TUBR8pcSNgJtNLaTXC1VXB1AEPKV1RaZfci9L9pJRCNyy4F2dy8mdKTLwULYAMSqtQ8uhA3QqNhwmmo32ewp5uDku6AcLNuQs971kvs2hnH0rE05zg/BHMpQEgtho78cpco9h/rP0vm5T8/MuLDCn1XYP6mIDceDhbCxGZQ6ZyxdnjmVadN+IjH5ls57wYIFNnwr8IIFCxIgtYMFUag8jvOiCt+kxhI2qBO05Dfmg52QfQg5Sjif7Xz99U8tg25fT9QDWjaLsMEc6hdTbNiDUJpGf98M34imGWv6FH8uD+/hcmgMM1FiQp8Ht3vBm09mH2Ejqs+Hj4vwOOimbwgbiX0Q64g1lLBRMhrRkMPoHkfNEsbgpAN1Vq4vhI0psOmNeHa6C2GjIWzQw5yxCRsDD2EmHWsLYaMtBOMIDCyEjUTCRi3r44OwYZFUSISNoZEEouHXTSoxEWEjQAQvoRvNlrBRGYcyORfChoqwsR63PEmEDYtgLPSzQetUFGFDZSX3JmGD7qvdCBsI6zdDytxfnrZMJgH9PDat5HJMRNhQETbWPfPdlya1C2rrgOU8njc+syNsiKFrk4oeQfNSETbg3zM79e3Tn0ZZs0sQNkLRpRzChvQRNrStytnnD11PHZ2+0mQhIy+VzSxI2GjzlrXslqNEhA34CBtqfY1Yy9ooJnRNrql8VLB0oLI2HC92S4SNoJ1WAgn5+aBSo4QNdalT8QgbyZco+Ou/qwkbIQKK6+RaIyhrxnaSq2WN1mce3ggbobUysc9NhA3aRsL7fhH9qI+wsaHb4BfCBvT+Xa7naX+eAl490Toq3z02e4o5OPkuKAeWsBFL7tsUgueJ+eXclOP8EMyhDCWxEDb6y1Gq3HOo/zydn3k/J42CMjGWmEDfLYWFsLEZLISNfmzaT4S1o8rGZjRPmbVgwd6DZwVesGBBEvQhWv+hmKjozXjd9zlnd+tg1oog0T28Vr/hkLWIhpyfSbk7+Qbqn1wGHfWA5sVH2HAPzkZTbDwG85DTeUq+2YdiiSHIXcS2V3AMjxlhI/ngLA0sYWM1I8JGTJ+HDktLEDa4PlhV+iuZdEIaki+ZhI1Q9Igi0YhCzpZ9dQ87ao51U4V3HPWQWkZ1aCpB2BB2/+2mTeOmN+LZ6S6EjTbCBjHilCRsDJIvPCYdawthoy2Eh7BBXBJTy5FSnyFYCBsG4xzmhBzaYBM2MpyUsxDQGyvMgLBRQDfaKGGD9Ln+pCNsGOdQyHEjWvBlY6AIG3OKsNG3T8hZp/ZwhA2j0ic4ALqEjR79ZkiZ/TD5WDavWFL5kHJMTNjIjrDRykoaebbETbDZhI2ha5Mur0lTr++Q8K2Vrm2jT38avGYPXJuS1j7H+UpHISHEqmCEjVJ7CTLuaetZETZgy067nnY5mmdOOUoQNkSYsCFiImyo9VcwhA0fwda6NnzEdWEkwkbxCBsB8m+bSnyGHnARNkYjbAT1dSaDgJ16VxI2gmRuh7Ch8qrNO1wbje0kV8saWyrpPsJGIumG73MzHg2G2d39mM6RLgcLYcMQNpYIG932mdqeNQbm4OS7oBxs25CzlhUgwo+CxLPe+GTTxvYc5sIcylASC2Gjvxylyj2H+s/S+TmWGLwQNrKQbdcl2OsybhPlAQBB7ZALYaPzGXKmMmvBgj0Izwq8YMGCJDAHjSChuSn8B3PN+1UlLSdU6324h9cmj5ATK02reT1lETV10ws4SZ8eVFmLeUHCBnvj6IoclhEnDovPEkvYyLoZkOtzkg/jTJKSL6ukC/uZ2UwxYyLygMRF1GZBgIzhbp93CBuiWwcuryiwB6f8XMtC3e1XK8JGPZCwMWafu4QNpm9C44IXX8w4YOQdDQOfdHue7MoXKjuog7R1+kMcBfxpUucuj6zM2QSz8j7ScBFaK2J+HwFOTnfHHdfupI1CMpE7jQv1B1O25oLQWn9Wz6IIG+76xsgUN905ImYtipIJmfn25e1FzciXUg59zJil75Tuy5DsU6iJzPQSNgLjP1nnYEl5w9a4lLEWWgeiQNtghDHilkkfVNDxAqGNrbE6B1f/WH3I+n0fYYOsj6nlcL8fS8ZxhlTVvjmEDW5eu4QNaiCln13CBk0rhrAxcAgW3DNYibYJMXMcACS6hA3U465pgTJV4PtnKGHDGuPCQwQfKPsouLE2CWFD2Hqz/qQGJ7nNGz0O3MXLNkPCRnc5ZXT6oUQmVk47z2pbfslaRuu6JZG0NmXpTWScuoKzR7/pK3NWecg8tC8pidyjDCkHt3Ak7m8sBwpPOQcTNtwoB4hxQu1HaN1U34+xJmoyAvm5sivUkP610lkfQv09pHyD9v1WMj02NS5Ss7btkGjOirCh9Km6tjutYJltwgZtPzIvIiJsqF82ctQpxwC7ArVncONXETaqFMIGE2FDcu0IoKaDdsxD/SGySfrnbA5hI7iv4sadZSMc3kYqNUFIOoawUZddpkP6OleXgJ26qmpWtpYgbLh7YPfz4AgbTH9WlSKg2O9ER9gYyc5Ty1rH1RGEfGU73yT2YeB9E2GDXibmf3+Qba/Pka7gnikHKYQNbswuhI29AZ/N3nsGM6Z9ozCi1sEFuwbWfk3biSLXio0hcNZbgrARuTbPYS7MoQwlwdrgnfXROk9l7A2xNvuxdbFYbGrcjXHOmgqvPrHJNTGWsFHyokmf/xr1OxvpvMs6W6KEDcaHqUQZYsZdb7vsARnntjt9tonyuGXa5L4kZYy452nWs9x8PT4ZsnYibGx47ViwYC9jIWwsWFAC9NYzBY8iK4Qwe2vPbV0d+3BfhI3YW+NzFnCqsOvzRL7ctqOj+sPOK6cMJuoBbSP7FiOjXNDGI+2iTwrV7xnlIsfR3BNhQxBDfc5tMuzhmu8Ws9QIGx7Fnz7TiqCnHOZwmRkLqRE2UtodTL4FQsDq1PsibMjaGtLetmQMCPTzKH2un3Fjc9hNX9bYYca+RWpZMwQrH0haHUcsmHGUFGFDmnRCzl26Pgz0PODGZui2xb6x3HNTYwljcEx/Wu0u/W3EO5S335WOsCHTI2y4f+8qln/EWhQnExKzJWM0K93QLZ8Jsjw0Tr1lS1orhpcBgOWgZOSRY1gKyqNuuuG2duUgrLmZhYgyRMmNGPRF2EgZIxHjP+d2HO6C12D9U+YjlY9cuwcibPTNzd68C0GNee7mm5Q5OFWEDa5MhcTUKDI4OMfR6J9ipfIzhR53TfOXSaDsLUj+uTaC7CPoG2uSEwyDMqSD0NRNa/E6wobRn8VUNzhyehyF2vek6POFitGNsEF0+oC+mtR9tG+0bUPYzxgddTdF2IhuF0oS1cKR7Csnj7DhsXlxe5QeYZ7cLkNusSdrhZY1ao1y6rxq5/xahucXLT9Nn7v4xb4JNk+WRUXYYNZElFoTrQgbTRs1ETaYcUA/u4QNj86UvYcI7t1TFIpumSwCTmjto47TToSNRjY5ETaG2CqsMtP5SA9pzbzQ9llOV3bKYRE2VIMMsCvQ9NkIG+1cEz1zrXm5fYesyX0RNqzSTUHYyGkjXYVhemyqfYm8RFOJzs+HUIQNyLrwMp2ql/rt1L4IGzl7kiY9XpctemtpoD+DETYC8nGQvhKBWtZQWyhReQgbQYeztD4345HuJ/zpD9pXskQ8WphyZyI50Cq6r3gC2PURNixmafd51V4qV6/nX5exsOds9gQx9sIFuweWbcjVVylhfE6yibvcaeD+r0k2bW2ew1yYQxlKImSD5yJsqPepDC0RYaO0SbRkOUr1+Tg2/kRQdWI2a2LXJmND9c3wsvl0BZ0TteGMRNiYPMJGxLjrbZehl4dtEKHzmE3IbK489O+NEDYCY0Rt74qd3dN8++yolLDhDM1NrB0LFuxleE5pFyxYkALJGk95K7zt7M4fQNoX9LgRNtD9jZTwOYi7eTfv8/XgQRwllALpK3fFfO8oODll0GePXHSR9rNRaipYmwh9fmMrv8NvYWCM+SBKJjWaWEVN3IhyrFWpG6RbhsBhLHvI7sAtk7ccQv9Bf92+6x+P9hix84iCNqRxY62Adqjblh9rcp0eYYNtizH7vONwQ+oQOS66+dLvu+l3SC3RIPJFl80cuurNKK0D0HPKaeRx73zs6b+gQzV3C3TvAVmg/6y0B8DjEGIn35Xrpj6y2/8UoStY+5ynyFhTn6lDU5go062X+3dw7swMMWtRlEzIzdeTd79zX/tC1k2oNB310/DhHX2nuGN6yBgC2xDefNH+DsIeq4HxH+pntq2Dt5MO7PNAGaLWgajMyLsDx0jM+PcdbHDG1pDOEbqBNmk+EvnI33zSzdN8Qd7rkWts3oVQ6uabIPGjfabXgYATve0k2G0XluBXSkyNIIPDc7zZ65gIG0a3GHVNC92iKwob1T06CndrfIkDaJ0tM9ZovxY3yFvkLUKShfpa9TGJsCEnjrDh86qaOMJGWJ0kOj2nr2ZdRqEVkO7hhLOXsvSyHA/LgQiuTewezXmn1wGQ7EtqxwmkR7/xp9ktj+ceD+a3Zh7aWTJ7lN66+cuRTEiPJIdAmPXNNKP92+gIG6rvhR1hA4SwYa+pZv+cg9C6qb4P3r6WPS/UxTc0r5X5zrtndh3/1Su8DaYoyTKjrf26eCB958YZKSoim5SDdA3LeGz9LsdWQeBRmLg+70TYEF2bUTOmnbYbYFew7Uj2T5unbYQNEbGWqflI1mQzB7l2BKS1ho64LgyRTZKZsxn2+Ki1KDiWkS2bKLQJWqyI2daMqaLLdOqePGCnFkIO3pNYN4F6osWVdYLx96cQsq2DPUearALyMXVdTi6x1BE26Fy2x2pgkCT2uY6cyUW/SbQL9fcT1x8U0+uoFFERNiJsA3OG73ZZhSXCBvg5Do/eiJTxv3nE2AsX7B7YtkplW27tiwWI8KOAOw8uEQkkcW2ew1yYQxlKIhQNWDJ7Xa0TkmEavZ6OrItFo8C4yyn3MF2sDHpvq9/EmhgbYaOE3dyjK5isyH67cFtw51RWhMKRiExxPj/dMlDsZuf40HnMRsgRzDigf29kDrLb0Ajb/9BxEUqzzdvrU7iJtWPBgj2MhbCxYEEBaENtKJS9/pq/GY9+rpwzt4r6ctDkyC06Xqd4J+8mjZTTGeJkojc1dnQLNt8ewkbSZqq98YwSRaiDOGiEjUqw7SJrx+lrKBO1J8IGrX/IGdSXbxxjNnSLGePA1sPUdvOQUnqVttAYFqkRNpKUutCNIsMVfDaaCyUj1OmEjcn7nB2baePC6zheCTb9wRE2EI6GkRZhg5NZ/fORIjg2g7dWRt4EyUZIifh9BFJvQAy2O1f/ITfQkrJ1ImzUx1eEjaG3Jg+9OSE73SG3fDLlGG+tKFMGajiqiDyKjbCR3Ich+V38RvsRxlpfhI3Ct3SXuh2nWBuR+cHKLOqM6pSjb26m1GcIYiJjlEonJcJG5XiAhNaLQmJqFBkc1tEAWRPCBiLX5aEI3aKLsjeh+tqU3VcMlH0UvhuURgt5bUVxMO2rtUAmwsbkhA2fV9XEhI1whI0B+mpExp3x6IuwQQkbuyjCRn+7kLlfO3KgL4LYgDIHfkw+8nal2LSSy1FqfyOZsUMQTdjwpEmjnLK3hmfKsqgIG5xeU2hNpHY+HWFDSI/NA5369un0g9dszvaUQdjorH2V6U9v+oEIG3VdIy3CRh5hgyXPkggbHcIGYzOSteyWY4jC1htho5lrAhFrmewSNupQ3wOwhtQujLCRRNhIsS952qtEG6nURNWNsCHluuwynbwn99ffF2Ejl7AxaYSNUH1CETaYfEfZVxHUssaWSjonwkZin9OIL533M+3uXrCOurQw5c5EchBF2NjtETZ6ztMWwsbes9lTjC2/FkyLUISN5lk5O1Q5pPkAxCDHT2IOc2EOZSiJGNt5n72hRISNKdsutRylyj2H+g8+lx0FnL8CRUnfm7A+VcSG48HGImxk2nUp9rqM23R5Nl2mTfuJhOyoffr9bhyTCxbMEb4VeMGCBQlQN8rLCCdy62DO46zTIWy0f0sIT4SNCQgbnEO189nO11//5DLo0xhaRxqGxEPYcA71i26IWMdrmkZ/3wzeiCYexqYSNkIhGqmzgEHVPh+RsFHqANqHdqxJz1hzI2z4I5JP2OcdQ+LwcRHeEHTTd0ktUZASMIygrnwpSdiImI8U4bE5ZAyGDKwxv+9H6oF6V64vhI0psOmNeHa6e52w4dx2Yt1mSeRR1R7MT0LYGLjGLYQN/repeeUTNshayUR+c8vgyyOlPkOwEDYMJiNskM9SClSryv5+bMIGezhT6f9ujLBRUL+f3CAfTdgQqJW8itWfS5aNg9LpZ0rYELH6akTGxz1hg9ozXMIGwvrNkDL3lwe8zSuhz+dK2Fi1doXBhA3hEDYGHqLnEjZ0PXMj/+lbQ02amrDR/EXe9ttaRyNsDNr3G2Stfc5lHJLMU5awoY13hfYSPsIGjLzUNjOOOBMibMCWtYMIG/AQNrBqn6ZE2DA2rbpHX7NKN1PCBjfulI5Z3Lmpp71KOPgIfRvmFkPYqMsu06l78hD5eTcTNkL1cc5ELMJGacJCBGpZkwgbZi7HkxvT+lxoWzaxhY9GWFHpeQ8gvPlOgYWwAYhV8/1C2Ng7NnuKOTj5LiiHXsLGhmUqC9YPocxZAVDWdj425lCGksglbKj9oKwXwsZY+Y4Bn1/JRscw629CUFAmxhIT6LulsBA2NoOFsNGPTfuJhOyoffr9bhyTCxbMEZ4VeMGCBUmQnPGUV2StgznP7VM+woblXEt/MwVhg3OoBnWacPL1KPJ5m6lw1APaLk36vIPTYEdVu1Dqx87XfqfzlHxTna4N0g4IXMS2F0s6aj+PGmEj+aazNJixRsrpi7AhwIbCboo3YZ+7cy3mncR8Q4fvzcecCBu2LAs6YqUQNojjYYiMoOvDINuhuu8gmv0tLcM4ho9ufQJyvc8xdMaEjdkYuiKw6Y14drp7nLBB/6aGcMDI+1EjbIwQRWrSsbYQNtpCkDVtRcZX7ZevfXMzpT5DsBA2DMY5zAnN8Ub/1BE2piJshJyyMDFhY6QIehslbBCdS/d+Rce56ueZEDZUhI2UiHmFitGdpwGdPndehIh1xythQ1RdwkaPfjOkzH4w+xOnTLFpJZdj4ggb6x6Cli/NuUXYGL42dSPpGsKG9Oy30alvzEFjFkK2p4S1qXftC9q2iK05GGEjUOac9dQibHT3Q6hr4yzPRdho81K3zzfPnLqNGGEDOsJGxFqm1t+KibDhJWzQMTXiulCYsKE/J5lg0+xLpKA0kfgMPVCpCdGNsIHSETZS9+QBWVFVu5CwEehPQ0BxnFxr806u3XkIallDb7uFJ8JG6OwgZEdn+txE2GBsu6Xr3+dIt+Hb4BfCBvT+Xa7naX+eAjE2+ynsWWNgDk6+C8rBtg21+irIpUwF7VDFMOLlTk1SBc+uR8YcylASS4SN/nKUKvcc6u/zK9noGJ4RYYOe7U913rWbCBsAsi9L2RQWwkY/Nu0nErKj9un3u3HdXbBgjvBZehYsWJAC7WDRv2n2HszFEDZ8h9clnJC9CDj2Op9tx1l//ZPLoG+Vo3UMEDY4h+8eAkJymdgDDDBttKEIG5E3WrmIba/QGB6VsDFCCFg7eXIgrpMnea3rpHb0fR61zxMdC5I3BMxBVl6EDVKWPuLA0AgbJcltQ261YX9rl28oUsdRsgPcXAkbczJ0RWDTG3Egs72OZ8IGkUejETZGICVOOtZoG1Ay2vFM2KDjayFsWM+OS8JGUEcDT9jIjSQwpEyKsCEmImyEok8W0I1mG2EDQK3rOW5EC7ZsHBRhY6YRNqL11YiM9XhUHn4dwkZl0t+LhA26r56AsAH0HC6SfRJr89pNhI0Vn5cibORE2KiqysjKmRE2kL0mqt+ZNDVhQ0iPzQNw1we2bEQPHbxmR16E4U/Gs/bFRJdiiFWWDqRud1dpDbFVUFBZSQh8FsFN2rKTtRkJIkfdug1S2MjayiQj27v2KxGxlqn1V4QJG8LRUUvacLwY0ka6CnR+VdazGAy3U6JIG6nURLUiVW/LUZqwkbwnD+nSZQkbVLaNHmGDkX2agOK0kRVhY0OEDT2DKw9hIzRnE/vcEDZW3fcLRxgREzrS5WAhbBjCxhJhI2Cz93yeq82eYg5OvgvKoTfCxoZJcDxCepYEMhx4c/wk5jAX5lCGklgIG/3lKFXuOdR/ns7PPXrmwGiuFL3EBCHgi0w/FHuGsLHL5NxC2OjHpv1EvPb7eiFsLFgwFXwr8IIFC1KgCQV006wWMHuB9x7MWQ7i9iLnjbBhtFd7weT1urxFVCsowizO1o3w5ACr4r7v1j+1DNoB3BP1gDpxNGXrtkuIgJC1CSDtYn+d4CAeyFd/Zw0pt+24Mpi6+9L0Kf70Wai9hKC3O3b7XFTSOx4HO1SzB9D+OqeCi7ABAHUt9POUduy8F9Hn4fdj+px5J+bgTNh9TJ/ZZVObeKtjTXqxN/JaZRGkjoxTjkvYIDc7etMdm7Ah4tq397fNF3G/j4CpM5e868jBtDvqsEzkTuNC/cGUTQhC2CBjLYaw4a5v6vedTWNHXs4LMfM95HxUciPO5e1FzYzhQg593Jil75TuS16nIXkLY6QREGaaQ5ixKuvg+I+T69YP2neY+VXQQdo71gLrQBRGJmy45ab9Y7IVxtgaqXNw8iXKMOa2UQxhw9Ouls7FlLvz/UgyjjNcqvbNIWxYfeOko99h6qWeu2uFQgxhY+AQTJ+/cYm26XB7RtiEDaoPaTmAEW5T4g5nhC4B1z+DCRvCblPeabWcbsSNNWACwoYQ1t5Fa1/WOG/3T3OLsLEBwkZnOWV0ekl05mKEjcrJWBM2VFYyWtctCXZt9qxNWXoTtWe4hA2E9Zu+MnPl6S0Tt4ejicmePUpkOYL7G25/m0HYqFBZzxS2xADChiCEDSHsNXXgBRahdVN9z+tBdnmToe2ozDrTZEZe5mwPthNLZ59YjGSZse+3kuF1SGP3DaRP24glbBBnrYJltmUlIWzQCBtSjXMmwoZjL23kaARhI1bukPS58SvbuVYhgbDBRdjgiC/6eTk9xYshskkG9ts5+nBoX8XZx635O7yNKqHKYUg6lk5QcplO3ZMH7NSVqFnZmkPYcB1L3D2w+3kwYYORI5qA4rwTS9gYy85Tyxpb2o7ji7ARmACJfS7U/LIIG+r9SGfD6P08N75othkTuyBSCBvcmF0IG3sDfbqY+2zuNnuKqHVwwa6BZavUdiLGxj8n2cT6IVChmz4OrbEbuTbPYS7MoQwlwdrgnfXROk9lCBuxNvuxdbFYpJajVJ+Pcc6aCq/z8ybXRHYfQzDCRZM+/zVgvLbgzqkoYWMsHSVm3PW1y64mbIBvd2CzhA0Bfg7OhrDh889yztPos9x8fT4Z1EfQPU/bzevuggVzxELYWLCgBFJuMROAvv2MDbWMToQN/cg9vE50Qh5ETBCVcRDyOBkJ7hDJNVTnlEHd2OaNsCFspYa7hVFKy3bBtleKbuG54SjFQTzsFB7xfugWs8gDkg5I/1CHMLccwQgbnnJ7Pye1uz/fIoY0Zqw1SZvxrA8+O073pEg+Z8sp+jxzXMQwuCFoGsSQlBNhgx4mceQKGOJPUoQN05BkQ2GcWGLIbfp7dmwy8t51lPDCYwAZ6GRDEdOf1hjRfj+M3GTHaftdqQgbKyMHhkTY2G0sf86BoiMTY2RCcsbdNJPSDd3ymeBEHBqn3s+FuzJmTFlOclquJ0TYCPQz39aMfjjwJpuYMgT7I6Xdfaf1GWMkZvxn3Y4T60CRMx+JfGSdpHZBhA1Vbu7mG5kwGHIjbFCDaUyEDa4/C4mpcWQwN8dJ/aUUZl1k9CEriVKQ/jIJlL0FyTfXjNpcTvZR9N2gVJwEYw1CrWh5Imyoyk9E2JCmPCyUTh9LwB5YjLA6SfYGrr6KOijXvaBOyO6eziFsgK4DuzHCRl+7WPuBrg1jlAgbQdnZ7W+rTHQf11u1xHYZcos9WSu0bKRkH4JVa8Na9xC0aPnV2luJitgJHV0UOYucQUyEjeCamCtDRfd3VoQNr/O3bdvo0+nz103O5he77zfw6eL8RT7u2kcctBydSEppjMc66SG2CqvQbTJOhA1K2Ggz1VlbY8Ruu6aPXHJJvl2Byi92+9E6UYuYtVXZr4jjtSF60nZ0nhe04fjLVkY26Z+uKutZDKLsS8G5gmzZRKFyr8QWIWyYMVV2mQ7p65yzv99O7YuwkbYt7u7P3L/L3lrqP+My9bHfadrdL2sG6SsxJZY1zBJp5mp8NKrEPhfuO+az4NIfsq/0XvyjUPBMJAN9W4vmXrV+28CsobrIU0clW+v1LqjLSOjVxQQGO9tuCsXspQtmAds25OirkuqrM5rPobNeIEvP6rNBZ9vOR8YcylASIRs8F2HD3VfKulCEjeIXA5UrR7E+H8XGnwb2rGgD5bDQp8iFHSXSsuohwNJnYxE2po6wwW8x+u26FuiR0C7QmyhC54Mp54xjlof+vRHCxsCz+6GEjZD9vk+/n3LtWLBgL6Pqf2XBggW9CN4mZS9Y9sEcXeSIs1LHl5dYBklyguThcxB38wZSF1GjUZqFnzcO2Pnyxo2cMkiVBo2wYZ/G2Rsupl2ocgGUMBIybUG+9vUNe3NAaCPK9at+3X8oxG6gmE2pC1qm0E0boSgxQvjHo/U5i6keP9dywI01ml9WhA1urAX6nL2RNKnP/X0TOy7cfK1NA3MYaRGoYvvTagPimEMP0XSRhC0vQ6ecVB7rx+b9JFkZIixw7dsbYYP7rV2+oQhu8KQzRohcl4RkFzR6ha5g7XUMM+XhDIxaJnDzo8eg5WP5z9VYG3ObTJxMGJ6vlXdvHzKONTnXWTIHnr61YvCN9j1lCBE2LMO5bnpzq7FsmEbtg7S1nG3r4K24A40voTKE1gFfWdnMmPHRZN78W+qWbmdt8jmrROsc3Fhwxl3UfCTykb2BJCBffSTZ3jlSeFqUuvkmSPxon3HOR4LcGi4JSdYlbOibb1iiVJvfUDE1ggzmHW4q8phG2DC6RdZ8jIa/TBXKGtX7nVbLyT4rX4+j22g3KNFBqPt8ZbQvSthQETamImzMLMJGUJ0kOn33UgRp5mZK95HDyM6eTq+J6nviaJzF+hqIwNrE7tGcd/r1JtKmWjiSfWUOIZeb49Y6GPox098gdhWyhvbVLVSOZEJ6T/3pet/J1/npVhUXYYPqyfQGuErVH5W9pg68XTu0bqrvx1kTW32A2F4UYUM2GZCX/fYP3z5xeFQss2c2aUbu+2kyPl1c/8mlb8sjEGKVkk11XaNz288QWwUF1WnJ7wQtnzQ2suZfMkY6JDB0226IXYHaM5jxK9FG2BAJETbIrfwSTDtaEdEkStpw/GXLl01GvRu4f4hYi4JzBUgbex6o1ES1MtNDD8d12WU6pK+zGfjt1EJIVrZKGV9W302gfYSNbCeYwGVdjb3fvCP0WoTuHLeSTFyXk4ss2Qgblt0meF6S1uc6wkYkOS7ujMcHZn5ZhSl3JpKDuAgb/baBOaPvHGiJsNGvi+02m72FCHvhgt0Dy1ap9iLULlTQDlUOYb00aw9IqlfSdj465lCGguCiAXfWR1Jn930pZfR6OrYuFot0Ww3S3vflO0gXK4O+2+o3syZ6LphUKHhZqldXsLIbpy24cyoBkXzpW3K+EeOur12s73eZmPO1O7BZcoT3Qq8NNHDuGBk6ToMXiqq8uTUXm1k7FizYy1gIGwsWFAE5UVXwKLKiEjAEDJ744J650Zv0bCOhycO7qDp5N68nLKI0wkbnBnyA3lxkb5T99U8ug456wDuIS1I2X7t0CBtDmagjR9hIuiU/JrKLJ00Xse0lAlFiRCV768zWJwZsuxfcNKrDZun0qzqMXmcQNqbu8xEjbDTfd9MfGmFDcrKT3pybFGEjJLNKyMrQrTZ9Y5CXG/G/70fSOLLaSPVhT4SNAbc80rK5t6bLWloOjO5Gs4/N7/t+rpvGwbcmF7w5ISndIbd89pSj6FqRWQb6NzWEV6Ky5JG+/bcvwkZyHw6RLzx0PlaS8WPNX1YGfRE2Co0R9azU7TjF5iO9uZ2+T+rvK0efjppSnyGIiYxRKp2YW236ImxwhI1CYmoUGRye442+qQkbnr1EefIao1vqW4EL34Sqq+/ZVxSUfVa2U9+gZA1C0+e6pam+07a76Llxf5yyMZiYsBGcp0E7RI++GpGxnuMqqo0TYcNKfzdG2OhrFzr3a0c2bSTCBtffyOpzVser7Gd21oX2N0rWrCrrmUIsYYNNU1QQKzMP+AgbeeMzJsLGqGsiJYm2bVRDwmcvdW0bg/c3feUbuDb52i4twoaZp5YOpCNsSPt93wUf0R7iVFaS9UmYeaFtODXXD4asaJ45dRsUPYKsrUwyUmQQNirj5F2H7I7qeUE9xYshsok5gA9FqPOmk2hfMqDzcXgbqZRphA0QMlLZZdqvG7N1CYwXX4QNIGE69uixvs+DI2wwckTXx6mzHWGjhF0kscSyhp7BZC7HR9hIk/cVlGPNyvrW934Rfa1z8Y9Tzg1FqogjbJSxMWwKC2GjH3vNZk8xtvxaMC24CBsCxMY/hX6XitB5sPU8Jcl0P4k5zIU5lKEkYmznnG2A1rlIhI0pCRuJ5ShV7jnUfzy7xQBMqGem+ieVxKYibOTadSlGPRMaGaXOGccsz6bLNCc/EUoaoT6Cs5JZCxbsQXhW4AULFqRAhjbNHGEj6JTiJ2xIOA5gEaQAN+/m9ZRFNOTYa5fbyrcgYUNqBxZSx5VtFO9rlz4CQmqZfI7XKQ7igzeiwXCo3cPY1A1RqL006YjJW4iJCRslDyc0OchuI1mbw+iUdvR9HqXPXcJG5OFi8oaASZ9GvIkmbJD+ordqsvM3hbBBymcclQvKykSiFPtbH2FjJMNHtz5duS48crODwoQNy8BIb5x20tprhz9z2ognpXs8EzaEkUeWEackYSMkvzPlw9Cx5i0rh4Ww0RZiIWwshA1voqpE5juXsNE6+vr2EsXXtYBuWcHpQwwzYHudVkOXGRTQjTZK2KBOpSpfJsIG5kLYUHvsORA2iMNkZ4/dp69GZNwZjy5hY0XS34uEDWrP0IQNZXgK6zc5Ze4tE7OHC9l2cssx6v6GcaCgWLXtm0vYMHbCKsEJtR9DCRv5N9Cq35k0NSlawGPnAmwHpREPEQtdFuJd+0J2Yce2I8k8rVo5bRM2nDL7HLpibwykg2KtnIWIHbauoSNsSDvCBrUZ6dv3a9mt2yCFjayt3LLWzrUowoaaj8TObW6vJRcUicq+DXIKJ+khbaSbiJmzxfVhTpcUACFUDIVKWVQrXXWpxldpwkaq3TmkS1d+wkZsWScnbEQRUOx36hrBNhrbSa6WNYmwYeZtNLkx0Q4jQtGvQ5FXc+rf50hX8BKrHCyEDbNnWAgbe8dmT2HOlsx3u6n8C2xYa6pLPpxKv0tF0AcAWWXN8ZOYq8P7bp6PyYQN2DZyWS+EjbHyHQOzdH6OJWyMdNFkN7tpz7sWwsa4WAgb/Zizn8gsZdaCBXsQPkvPggULUqAP0RinY0eRpQdz0lIKyEK7shc5fTArPIfXRW6N94Ao7B3HXvdzFVf/5DIoJ3oa9cAJU93XLn0EhOQyeTYyIWeSlHzzD8X8h7GpG6JQe4UOl0clbKTedJYITTaQdhvpCBv1hiNsRN36leZYkLwh8Iz9WpFa1pH94CFssMSBHMKGCDt36fowCI7NIaQh1oGC/D0VYSOyjUZ1aGKc4RbCxjw24kEcz4QNNUWmIGwMdAxLLcMgB0uKhbDRFmIYYcMOOjXtvNjthA0pjY/MrAkbHsdTWZMIG55IikX7XEog4HBUoaxRPclptaBuNA/Cxmp3RdhYj1uewRE2ChI2OhlrUrE5BM+6EnsgRtcVqTxyI2wgrN/klLm3TJzdqRLgZGFf3ZLbZSLChoqwse654IBLc86Ejfx1qbXzUcKGIiNAetdK63vpv1Cj2Jo9kEzoXftiyIo6H2EIG1aEjVZmq3W0lEMXE2FDysqaFzoCMhdhwymHrGW3biNG2ICKsIGItUytv6InwoYoG9kmCoVkk/6pIgUnmb4T7Euunaug06PKnkbY0LJDrscnbAT72y8rQhE2Zk/Y4OpT2RE2hJZHCPb32E5ytaxhgtP3RNhIjJLC1UfVQjAXmoniEUZ8dmQ73xJnIjlYCBvQ+3e5nqf9eQrsNZs9xRycfBeUQy9hY8MkOB59PgDpZc3xk5jDXDA2HPPdbp6P2RE26HnqQtgYJd8xME/n5x49c2S/BRdTn3cthI1xsRA2+jFnP5F5yqwFC/YefCvwggULUpBwkGc5pVjvC33Y4EbYMASODUTYIHXrOEoAlkXWztdf//wy0DpW5GvR2y59BIT8MlXO1/EO4oM3oomHsakbolB7sWNYORxVuzjChjKESKdf50LYiDlESmyjGEOXXTauDICKQhIdYYMYE3UEE6esuhyDCRtKqJaQlUPGIN92Jcdw6oF6V65PS9iwboRZCBvWs01txIM4rgkbbTlcZ52xCRsD5cPQseYtK4eFsNEWYgBhQ8AKPzv1vJiCsCEhIaUcjbBh3ul+niVhg3yWkhA2LIJ8t1xlQNPq6paV2CBho6Dz0UYJG/QWcJUv1Xda9zIR41RavGwMFGFjDhE2InX6pDnByen2sLtL2CDp53hYDsTouiK1Z7iEjR79JqfMvWXyETZi9yiR5Rh1fyPtNcvNSxE2hkfYcMjDGCYvNxZhQ//OpGlF2PCRNBwHpfEOEcvo5UlrX6cvSRlYwoYTYaPPoWsQYUM486JtX8aZyNV3ZC2763oJwgb6CBs9a5msoXWhVMJGSTukDyUibKzo/KqsZzHIt1Oi2+cDoFKiETZAIniUDYSVOPcD+v2uJmyE6uM6udYI9vfYTnJWhI2qh7ARIt1E9rmKsCEqO/q77/0i+po7vyLKOQUWwoYhbCwRNvaOzZ5iDk6+C8rBXlPbfX9rY5h9hA1fBL2Msub4ScxhLsyhDCWRTdggdV4IG+PkOwZm6fw8oZ6Z6p9UEgthYzNYCBv9mLOfyCxl1oIFexCeFXjBggVp4DbN5uCAQlT0JjVXAWv+9vm5AYaY0Lxq8rAWahFW7NIWUaWw07yJgkjqbC3aAcJKahn0AaHTXsqpXlpOx/o/Vru4BATr9mIxrF3ssqo0uo4FANh+it2Immq5Tte0DJZHV3+aDnzt5ZZD67NMVBk3woaveFnjkd1A8nMtCzXXpihH2Ejs8877XJ8Lp/7sOxEHR8I/1tjDd4/8iiZskLJYPh6cU45L2FBlZU84jTzutHMJcluoffsOonvarsRBdkx/BuW6rMMykTuNC/ZHt2zNBaEqHfMsirDhrm/tn52+7NR5XoiZ71HrQIF8uby9qJm1r5RDn/B8Hpmw4U5HlbcQxBAuhJki1co5+PeP//Q+DOiTmfIhZaz51YnItufGB1B8jKhntH/0OxDa2Bqrc3DyJcp4SttISj9hg44RT//7ZFyfPjWFAVuVKYew4ZvXEoawIZxJSPPT0ZicdvERNuifA8VUnF6WjNAcb/9SjnWWwxDRmUr2Oe1T0V3XK9j9kzMW7Oy6sqaRr+7+ibxUQL/3jbXRCRuC6s2GsGHPBaUIzYSw0d5uvwnCRnc57er0uu1kQcJG5WSsCRsqK2kLlIkJG6G1LGb9CmTQ/kB0O6RHv+krs494GC6T2efbfRO5R4ksR3B/Y+2f0vY3PgcKilXr2JlL2NBjEsKWxwMP0UPqvfp+HAeH7t5YRdusBdh1yX0fsmb7u0j52L17ugO6T4c0hI2A3aY1lEhCrLJ0IPVbN8IGa6tIKDdL2IA1L/QlJ+q5VU97UDXPnLoNsCtQ+cWNX9k63lWiZy2jc5E4Xtdk7SYvOHpQORuOv3z5sknxUKiNxayh8UWIWYu4udzmrhKJz9ADbYImJB1JbYfpS5YfbP8H+jtgp65E7ZWtQwkb7h7Y/Zyv3/plnyGg2O80dem3Ow8+E/CVmBI2SNQLW9cP7C0S+7xShA0rwoZ6P/OMx4c+RzrbKBFOawSkEDa4MbsnCBurhbDRp4vtNps9xaD91oLZwbJV6s/MWrGhqEUsJKcPFiRsRI7tsdfyGOy1+cja4NX6qKJR0vNU531Zy2g77WzaTm+Bpx13Y5yzpsKrT2xyTdwEYcPjv9Y8tN8tBe6cyiJsBH0p8hEz7vraZS8QNtx2p882XR5gs/uSlDEy3K+Rydfjb2P5CLqv7OJ1d8GCOWIhbCxYUAKK7c7eAGcvWELYZnQblf1TJykJ0TiEoV0QaR7MhsVFzuGMMfZW5neME1fzh5WbKdvQMqiXO1EPTF697SKh33HLrZWLFMM2bRfra9f5WbJKFM2XawuTDjrvm3Kqd7hx101Yt1FgQ2T1j2S+d7PgDjOEfzyySmfSgYIehDQD59kA6ANxTxtJyRahA48/QUyfh8dmqM8D73jmo5Uv53yh8rUMKVz6MKSW2E0N7Xc6t8nc0ZsO+j1AnInYhtTpmHm0Ms8885FC58uOzUD79o1lybedEfIlxrBKMiBriPzqtBFkcJzClXFAuD+sn5qxpj67t6a775ovnLrA+du3adzAgWUUQsZJJYcCMoE+T8rWsw4E+9xOoPmXc6xJKE9f3VgH6cJ9yck++reoBGTbIJWoTDWJk5yUskceqUS76UfPr6HyITDWtHoVWAe8ZWXzYsZHk7n9PCqp/jWR9o+C73acwDLI11+kzcdGbyL9R/uejBGvbPLJuJ45Mtq8YAypKXn5+obmo9cBz602KhIH0F0rfHLBF2EjYwiG+zy32UNzHICsSYQNy4GVppGZN18gUg6aSaVLwEZJyRx3XlkTdFodXmHfWFO7clm2UW1ZSD5r7cuKsNE6wE3lEMCNQQoVYWM9LoEkSp1kdXqz78nSDxg5LVwBoccpGe9UoEykW8asTazeH21vIfaMjm2jR7/pSTJIbvT+1iyclvylfR679qW2C6e/JO5vIIws8Y1NFWFj3UPQovWnn3XxyE3/TZ4BJScCIfVefc+uiVm2vTBUhA0Jya5LTcaOzatHh8pas+hvOOJIxrxw9wO+yMv0R4KOKVY2mZvkrcxYW1BCuamsVIfENMKGtMddx9bqyGwpZaduQ+wKVH6x2w8VYUP0rGV0LpIIG2a8231jzbuSNhxv+fJlEzcvc/TY0Fqkn3vtXMNkk5VU+28ltjpVl1JmLVleJO/J2UneJiG9sjV+OnblL+DfZw3V19n+bPMWQjYfnTnSiITQhlslGbc/Ty4yJEwQKjOXrXUgeHaQtxexZUSeXai/n5gfW4XwnwNNgb6tRfO93zZQfB82AvrO03SEjfWMHLynRp89a7fZ7Ami9mQLdg0sW6W2LRO70BT6XTKYPYM1qdLLyvkeWH9zSxl3jiLsZ2Njr81HbT8gHeHqcdx5qmW2iV1PR9bFYmDtGQec2eSMuzh/m5HhUek2uyb26JllFfYmxZgLZUufdzG6aO+5dIkqx4y7nnbp7L13EULtvom6cOWhf2+kfWP2iZyNe/AZZTdNN2+f/8TUa8eCBXsdC2FjwYICsA7R9Jc881hUJsKG7EzB1mFj5Xy7Ms9ttqXJw+tk5+TdvJ5yOtO96dBHELA3Tf76J5ehVoQYu17KQTymXSgb1KuADI70AJLHSr/ndUKNuDkg+H5iONSUyBAh9qw1Ppmx4EbYyKm/F2y7F2T5qwNb6Y41dWvFwAgbY/Z5J8IGd3AUdwO8m6/1jnfst7+JdvAit0XT5tDEgUCEjeBV2cxtvPq3BSNssHKwbwx6bqyI/n0/4m4/ZW6wFbzc7IC7Pi3y6nLrtlh9e3HXINkkFSe/qHM99/1cWf7J8855p3mhTL5c3l4M6P++chRdKzLLQP8WlXOrsTImVZV9E0ig/um3EQfkd8kIG4ljLTnChi9UXKEx4kbYGBrOuFgb+W5uJ/X3laNvPKbUZwhKhSoOpaOex4Qhrp3bpPU7ERE2BoqpjPkbg9Acb/Y2mrBh7bFMfqNF2GDKVGH4WLCz49uUd1otpxtNHvLakoVG59K9X9E+b/dPmEmEDUXY2ECEje48DdghSkbYWDkZKx11pfZ/0i7oxBE2rHWhsp8NklN0T1OTz+rZCPpdVoSNjD5PbpdS+5ueCBuKsJEdYYPYBe1ob8PsIaHqq89sm66GHrR2L76p2ig/jWmBXyutzzTCRtH9IPkNZ3saGGHDWvuCti2iN3ARNpRxTh+YhmwVCeWmg0LZY6Wt02rntnrtNJcAHLtHdISNWLlD6skua5qw0bOWSfKcOHmbmxftvmHn3RQRNnJkkyKrruj8Ur+NL0KcTcJ3M2sZW62sa6gsRbUyETZIlLIcXd+PxD15wE5tIlK032aoE316rO/z4AgbwfrYYzM2wsZY+1krwgYhstltERiPITt6bIQNTXgvXP/Ym4/puxMiJcJG2XE6HXojbCjCxhJhY8/Y7CnGll8LpoW9pip9b2WeTaHfpaJPvx8QYSNlbs5hLsyhDCURY4NnbQPEVhW7ns6h7Wg+RX0mEvKeQ/1ntSZuIsJGpH9SSZQ6Q0xF7pmjBbr13mVyrtQ545jl2XSZhp5LD46wEZBHs5RZCxbsQXhW4AULFiSBi7DhMQR7nVIAfeDl83PrEBOYw2v9jEHeIhpwlHAKa+VbkrDBOqmDEDYE3y4YkbDhOZDqttEEhI3Iw9hcwka3vTyH11MQNrh2L2lIq7m5bMbabAgbofqHSC2ZB0csYcM3H2NPHTkyGC23zCRshEhmJWRlDGnGB0/bjW34CI2jZAe4woQN6kBAb5NZCBv9zhE5dVsIG+Ey0L87TnJqiojVeISNEUiJC2GD/21qXgthYyFs0M/Z7d6ju0spTH7W7UMmv9EIG0yZKjERYUPtLUYiZG+UsKH7fMUSNur2PuCFsMHMU6I3G321eynCYMKGGo8uYUN9LwFJL+bYIGGj7KENkUe1Gaftj6cnbDD93fw2co8SWY4pCBvUgYJiKGGj0nYYYcuvTRE29NzJXZdMfUxeTRvVTQbmVda2AWAswkbP+pjS1kmEDTd9hlilSS0hwkbkpS5eWLKyWZ9cwoaOkkr6QNfT0XdkLbt1G7SvNOmzy1o7jlYphI2qS9ioxAq6cUVZolQUhrSRbiI6v1SZ44sQJdd9jj6F2kgSO2ZVbZmq64g3dZau788woK+HnP05XbqahrDBRUfM1m8D5AVdH4fUVNcIttHYTnK1rKFnsPAQNnzl80ZU8tdHn0ZRwob+bWlnQ48dWSNDxhfEQthYCBvA3rPZU8zByXdBOVhrqrN+95L7NoYeH4CFsDFpGUoil7BB61yCsAFgkpvlN0nY4PZGcxi/myiHhT7CRsaFFf6s0vyTSmI3EzaayMN2ersFC2GjHwthY8GCBb4VeMGCBSlIuInHOpjrhJlrfiNW9iKn/xb9xAT9jEHWIsoenBuDNDVO2/n6659aBn/UgzatCCJLceXC57Se4CA+fCOaZqwpRdjwRthQ43eKCBuR0SNSIfXBOD/WUPsdAig20ue6/mmHi9mEDZesREgtUeCcsAA+0sMcCRs5jhteA0jBMZxC2ABHxNtchI2FsBG/EafPh+bL5e3F8UzYmCLCxhD54sFC2OB/m5rXQthYCBv0c1HCBtFppayIwxV1wjL5le1zj0OqukUXExE2YpxWB2AehA1PhA1dz5kQNlpHYERHzCtXDC9hQ2REhIvIWKfZE2FDlaGTxsgY/dCGcQQ3HRLWb5LKLCL1Ca6/A7ad5HJMsb9hHCgoVq3tbN0z372EDcWnKXzT/2DCRrZzR9cuWlUkwoaPpGF9PwFhY6Dtybv2aQJOKH2yPrIRNlrHZLWO9hBDo8sdQdgwETb8hA1lOy5O2CD2DD7CRkuGFD1rGbVdEdu2pTeocruEjSkc+goQNqjOofe5td+W6SKJsDHSxSQ1IblVghI2jOwbnbAR7G+/nXqKCBvF9dsQAUXYhA31/RwIGyuVNJnLUWulj6AX6HPBRdhofytK1185bPoc6Zw1cWoshA2YiGPredqfp8Bes9lT7DUH8eMdHGGDjbAxJ9nE6iV0TqWXdSFszAPZETbaRTeHsGGrq8POGVOxScLGHMbOPJ2fPfs4hZK+N4n+SSWxmwkbpcs0JRbCRj9Gt/0n5OumO0+ZtWDB3oNnBV6wYEEa1KaZLFoeRdY6mPM47VoO8eTvDjGBuW2weciXMmsRDTk/O5/tMvjrn1yGnqgHiGiX4sqFz2k9wUF88EaUPRTzH8amKv6+9+3x2R0LokojbCTZlJIPzhKhDqPnHmEjFN0h0eE3fUPgGfuphA0ueg9gOQrpcqQQNtioQCv9zNc3FGGZEHKC6BuDfNvF/74fSeOItlEVeWPxEmGjCBbCRrhuUxhP0wkb7e9cZ52ShI0RokgthA3+t6l5LYSNhbBBP+e3u9+hq/nM7KUA7RQ0LG8GPQ6pFWZA2CigG22UsKE9JvkIG1JH2JjoUGA3RdjgdHpunzCUsKH3pLYTsSXjqYFlAsKGlBLGT3ukQxu6rxwxwkZ8mbr9LSphyYLYum2asEEdKCgGR9jQdpiyjuNDCRv5t3Gq35k0q1UbYUNI+NdK2+Y1ziGix4E3Y21KWvuci28EuvM0GGGj71KX2HIzhA24ETb0uFtbbczZjJrnTtuVIGwIH2EjNcKGsNqJJWwUJkpFYVAbNf/QcadtL0mm74g9UN/FJAPbiBI2RLXSVZfmqtGyhI2gvs5kELBT70rCRkCOuIQNK8LGwMjOQ2BF2KgSI2xkyPtKETboAYm2Oxd2NvTOL6bMm3B86tlaHA+EjSXCxt6z2VPMwcl3QRnQPUsjg2z5Opl+lwruPFgIgOhB6Umm75/mMBfmUIaSmFWEjV1I2EiZpnMYO7N0fo7VMxfCRhYWwsa89gALYSOcr5vuLGXWggV7EJ4VeMGCBUmIcaJuQQ/mOk7h7Sbb5+fWISZwpAAB6xZDN+/m9ZRFlHN+5g//rEW7JGFDp2HXyxA2PJFHxiRs+JzWdR79DuKDDSB9t+c5O9ZShA1zEyCf9yQRNiLJCMlQhhCX9TQ3wkao/qwRb9jBmfWO5/Y8GoUkChxpAAB1FNLlyImwYclLRlbC34fBsZkg772/9RE2RjJ8dOvDOER55GYHS4SNIkiZdyVvvlkIG+Ey0L9dJzk9RcRq/AgbBaNIZRt9Ym/EplgIG20hFsLGQtjwJqoSMt+xjpru95nO6bHl8ZSpwsSEjZEi6M06woaOZjKTCBtzImwwOr1vn5+TsR6PERE2piZsUF+/8Q5tiDyaA2GD3cMJ0H1WbN32KmHD2GFEpBNqHHIJG5W6zjxzXRKMU7Q3woZvrRyLsOFbHzPIMUmEDZ9th8xTm7ChImy45fa3VxTooFAX6MjKnhfK/iP9ETZUfWQtu3UbtK8kayu3rLXtUsUSNoiDN+DqDZXOq+S8i0LhCBv6cyF92Dwf185Vy54IG6UJG6l258D7VSVRERv6riBsRBFQ7HfmEGFjSx8ReQgbPvndQ2Dn6qOzolHn1ZlI8frzNni2zAthYxTEEjboWdrxhr1ms6eYg5PvgjKg8mZXRdgYQc/K2T/NYS7MoQwlkR1hY2XWneOZsJFS5jmMnVk6P0cTg8fxW+hmN+1510LYGBcLYaMfQ8+lc8dEjDyapcxasGAPwmfpWbBgQQpY47xawOwFXlQCOlx9JxSGUg6l8xvz3DjXCvJ7c3jtI2sAILbpDAd5CH0LhbDqSYzTdNHW77h1yVjI+5zo6aG+p118t1Q2X7BFjSqT24emXl3Hgk7ewv0NTaj7vurbjtO1VQby2VEukwkbkn/fNsJ3+1wIvtydz7RvosE4dJH+Hgopye2B1veqP/3tQuGrf2qfd98P9Xlt/2vJgv6DM6sr9VXy9jv24Tsvv6IjbFDZQo01RHZou6NL2FB5syecxvHBpGucCbzzkdaksuvPlttzCzZC49kjN2j5hsCaS0x/dog/EKaOgpQhOE7b76L7g/yUjDWOsEHhI2y4Tafq1tk0duTlvMDKEXctCqwDQGbdetbBaMIGHf+VkY/RxeDWI89SFpyPA2DrDUzewhhpBISpcuU66/jHP9fP4bHJOG4NlA+hsdYx+njaIpmw4aaTMUZi1kTaP/oVIYyxNVLnYNdBd9wx6kdnPhL5aLU7GSO+/vfKuB59qjiRqa0oNVyq9pUJk5DtG0rKI4QNd9yp9yhhw31HO8M6/Umn4UAxFamXpSIwxwH4HSxlgbwD5fGUSQhn3JG+ycqNkzV061ZQ9lH4xpoa5/m3w/sypLLQCA+tfVHZ0UbYqKa6wZHT4yhaR+CxCRtR6qQk84XRV7P0A0rYcNdHl7BBt9VcGiPC3hsxa5mzfmfpTdZ+wO2QsH7TW27PWhYmbHT721pDyR6lr26hdmHnO6e/xNaflJW78ZJi1ZIRUggbdF1WdkLZaKZN8ahjUaayHFLv9ffsvkRlO1SG0jRbHbvJjH3Hnpx1vw6VUzxr7eH2/Qn7Hs9+gBJwOunr/E2fa8KGIGNZva/7YoCtwi508y+JsCElrHmhLyAiNjI3a1B91W27AXYFKr/Y7Udrp+6NsKHmorDDXFt6g27jytGDyukp/vIVkE0rMu4y5kRwnVHPfXaugbJJwY6wUemhI40QylmyAkjdk4fs1EAl+PkRPR2Z/VmTg7D+NXkM09fZ/tQEFDfCRpsXJWyEIkwMPhPgYUXYIPOZtdt0dO7wfojrc711sWSH6g+m/sl2IfrjPkc62v8bcDLq2VpQwoZrtwF2B2HDa0dtQSNH1+tdUJ8R0KeL7TabPcWg/daCWYHKGwFB1jJqF5pAv0vFCHqW7xwgxnbOreVTzYW9Nh9VO1s2eGd9pO3u6oSyltF22mD/AZO0nyXzI201pXTIQbpYIfj8Sja7JnL7GIqcAxVPTh5dgWKstuDOqShhI+hLMQSsHa3frutitzrI+9odSDtnHLM8wGb3JTGyyXuehvwx0edvYxE2EnSFBQsWpGMhbCxYUATcptmjyAqQW0RdDax1eO9clkAO6azDa5OHz2nVSkfkLKLmoMIs4N0NpPvZa9xQXydtpjzkCBJho69drFtuPMbDNMWGO8AB2d8Qp3NGibLyzTWASKYMocNY37CjIP3jV8a8f7TvS+/Gf/CGOHQAXUI5lHwj6ZTr2tsuFPqZb6xlO4wG+lyfWjKbbHKQ2c3Yycv5LOkBvKBp2GNfz8fofiCyxUqfkx3C7vOQ5yVHRqhMaHrffLQQ3OyED2PD1i2P3Ch0kN17G69ur5Bcl8FxOshhn4w1bZCkp3rk527eXoOWh6w4d2Nt0JEssBF352aJfK28g4Qj8izHscZKS/22Wwb38zhOygAn++jf1jgVla4ndZKTkN7xbxFFY43KAeeI3MEc5bTY0xbRY813Wl/I6dOd19zBhnXIEatzcPV3xl3UfCTy0XqfjBGfbPKSQfvmSOFpETKkphgt+/pGtv9zv6d/U/3DjbBhnIMccl9JMZXq8BuXqEqJJko+C/6zS0IvhR6H1Ap8H2Yb1T06J7s3LqUbAd6xNppBnspClXZVkW0inQvlbiuLgo9Yp6AibKzHjfgRp04y5G5hdPos/UDvOUiaWp46eylfhI0JDiQs52eOuOesg1l6E91X1o5skn79JqbceRdkcP0Nfo/SU7fkduH0l8j6Ww4Ubr7OT1WEjXXfBQdEJFrkYV28yiGceWxvkQj5zavvR1kTmQ2Bih4hhf29l7yBwIUag/YQ1saaSzQ+pT7nGLZu7W/Uv6LSHSWsCBsr+2c8w5ikH1luqtMqZyEp+HnhRNiAYNpOkkK6ETayGLbUlmT/tPleRdjom2tr632TOtUbVPmEPe8K6in+8g2QTbI77lx9Oq4MzT++ixaafDx2rkJOj9JysNwin036WeRsb4aJe/IeolTlXsqVuC/xOZb0RdjId4Lh+rO1kWhyjP2O5OY4TXFkJzkpJTQ3SXTHSNMWnkGSQdDTspmNjth9f5iTK7NPspBByiuIvq2FENDrQtF95YToc6RTETYAQK7nX58x0KeL7TabvYUIe+GC3QEqbxoZZOvNJYjwo4A7D26+aJ9n6Fm+c4BE2/nkjuZ7bD5yl8t01kdSZ2271CqNROxFNCFdDJio/axtYqytpvt+zribE+FoVmui93JOON8Pt1knXYRauC1YchREMMJGiTLEjLuodhG7SG8i8LU7sFlyRPn984AyRfkCOt+Tz7n22D5/G1hmngRdYcGCBclYCBsLFhRBsyhJ1nFeWgZT6pSib+3Xb7bK4cox5usLe0gkCUpMoBE2IpTdPAd5nrBBD474Q0db6RpSBulzECeH+r52sdigPofEzHaxvyYHqu17XsJCIF+urN33mTIEDmN99aeIaa/KukCqO+aFkL115usTA1Unbq4V2DTW/FjT0VzqdVI7poy1/D536h8IX88enAXyVc+td3xjn7RRFKTpS3b+ytpcqArBH1JzJ5yMzIqZjxTBsclGVKq6zzlIZvzSv4ceZNf2WuN+1s9Dcl3W4fpz8e5D/cGUT1TC3Jq+sseaciLwRdgIOddz38910xgz32PmZol8ubz5H5NnGf3fV46ya0VeGejf1BBeicrII+FE2PDV32OETpYvA+VD7ljrLSsHTj7QvwuNEfWsVDjjYvOR3txO3yf195Wjrw+aP8gDPSzKzotSoYpD6ajnMWGI1VrgOpj51gr650AxFamXJSI0x0Of+9bmXNA+ZfQaH2FjcIQNl7ChHNkKyj6KyUNeU1mo+3xldjEWYUNF2BiXIMGWjYMibIwcYSNKnYzU6ZPmBCunnYx1FDjSTzSLqSNsZK5N/e1C5JFul5V5Vmjtji4T19+VAJUF0YSN1HYptb9RsqYl+7h5KcJGSoQNKr+MHUbY8ksMk5eh6qvPbJuqfdxQwoblUN60US3g32833p9tEvWwcectGm1Lphw5hA137dPEhlD6ZH10dKK6roFVK7NV0t6b2IX9vA90UKjP0tZpJZmblsyi0QTaQStr2a3bgHlH68kua+04WlU9a5lUETZswoalN6hyu3vAgnqKF0PaSDcRmV+KiFhIH9bPfXaugbJJobZkpukrSdLP0fW9SN6Th+zUwNbK/k1qWfv02OL6LdefKi83woaWRwj29yj7KgIrwkZlxkjUWunbDwX6XL0lrAOS9kwkdClXTv17I2zQ76d1fPKZCClohI2S+8op0XcORAkb9c786zMG9prNnmJs+bVgOlB5Uwljq1HRkibT75LhWQcGnInn7J/mMBd69dJddtt3jA2etQ2oqNO1jF5PxzhnTEX02TXzm6Hjbq7jdxPlsOHzV4D9fQGZmOqfVBKlzhBTMeRclmK36h2lzhnHLM+myzT0XDp3TMTIo3nKrAUL9h58K/CCBQtSEDBmty+Yr4XnFlHy+66fm3Ky9RAT5ASEDcup2hikafhnO29ekR9aButr5SAecvgeS7nwlSng/OzmPXgj6jPaew4hShE27Oy6hxmiGpGwEXKWL6FMqxv2OtFcyMH0JgkbUQeHaW2UTNjwGAk1gSr21NHnlDMCYSNmPlKEx2agfWn+HBLnbCqSCRusXJ+WsEFDxx9PhA3OgSLLQTwRg9bBgp7Qu5qwUa2iCBs5Rugx1riFsMH/NjWvjRM2BPhILQthw86X+tsI+n73eR8mI2zEfB6LsGEd7JLx3H6uMBFhQ+2NQ4TkAdgoYUOVv/IQNtq9tJg6wsYGCRtSInhpeIiwYX5QkLCxcjLmSMUSRqjsFcIGtWfo65FX5tlcCBsivc83Tdjw5TWYsKFUQngcxzPlSC5ho1KfMx1jhLaTknVGRY8Q4G0e+semzuMcInoceEsSNjiyorP2Cao36P1zKMJGIXuDJSsbG5mUlTMv2vaVa0dmkfYWxpmos66XIGzAQ9hoCRgr0bOWqblYZRA2StohveUb0kbt68TeovQPIQX3Cz6ZFMJGQUdCilryhA0q+0YnbIT6u0e/X1X2b3YNYYOpTyUcwobKq0awvychbKikRQ9ho1O+dHlvoh9x52OFnQ1TCBsTOxn5TIQUC2Hj+MCes9kT7DUH8eMZFmEDAoCti0+m36XCR4wd4Ei9Zwkbu0CmUGQTNsgFEQthIy3vuY3fTZTDQqyeuRA2srAQNua1B1gIG+F83XRnKbMWLNiD8KzACxYsSEOaA686U+vc4q+cY1bwvm8vkEZZ9hnArNSzFtGA8zNgWWStvD2KfNZmSqfh1E0fMsXdwlhWufA4rWtnEuPskOOEmuS8H2msKUXYqGgEGFJ/2TqxjBphI/mms0QoQ4gb/WYuETZC5DD1LOadyHzVc+sd3yY+NcIGI1us+YvahNZLIWyQWyFCZASTXxfZDtVW/hzGPciON3oF5HqfU2hpwgZ1WjyOCBvFHMQL5MvlzWIhbDS/c511ShI2RogiFWxr2RwuLoSNTOMp+Tg2YWMqGTcmYYMSTsYmbBQYgiMd5oTmuLM3FNYAG6fP6R6L5KfKUYmJCRsDbzH3YR4RNipPhI3WeXIuETZaR2CsxytPfMAuZq8gunvs4YQNYT/ThA1bRy3rDRpGrA5RzAFwDoQN394wdo+iyiAlguHiJyBs0BsvKVZt+65leH75CBsmEm9Zx/HsCBtan8xdl9TvTJrVikTY8F6IA6vOoxwi0rZkiSPDdVqWrNixbZF3WMLGll2sUo7zLGHD1mm1zlL7I2yofJvnTt1GjLCh7D+V6FnL1FwUthHe1htUwp55NybhskCEDapzjBZhw2fnKhZJlvSjJIQNvUEvTNhI3ZOH7NQAVrstwgbbnyov1db22Gzqkml3bm0SQ1DLGiYIlZnPUVFxrL/j+lw9oYQN9b5IrH//GuU7+9Ep0Yx60iqLhbDRgJK86/X86zMG5mLPGgNzcHJeUAZ2hA3SnzTCxhT6XSpGuAAudf9E1+kpzmx82GvzcYmwYX9eCBsbGL8LYaNTppJlWAgb89oDLISNcL5uurOUWQsW7EH4LD0LFixIQY9x3lVmzWv2IqcdNirpvG8OZvsOr4srdcGbLWEZwm0nNl6RzytDe0DYibChTeR8u2CCCBsewoZgyuDmPXgjmngYW4ywQbOjzmRq/I5J2AiSowoo0x5ykLppeOMRNmLqH5RHiQdnYMaChyik5mM0YYORLV251n6cU4QNtv5+ed//W7t8QxBt9GLleqQD3BJhowiKOYgXyJfLm8VC2Gh+NyZhYwRSYl9bQ5KydERTYtsfZ4QNIYSekwthoz8dN63jkrDRS/r06/Sj9LlvPzN1hA3ulvGChOxZEDZ6ImxUUzkEzCDCRrQ6QfTmjh2iKGHDyVgRNhxS8Z4jbNB9pTsuNkHYYPq7+V1in1u+4pHtUpqwQW68pCgXYUMUI2z0EajUZ65vK+WgOJiwQdaZihA2vGsl+c0UhA26Acto6yTChpO+jr4kVoawQXUgRbJTSSRe6uIFnRPtZ8smU9vOzz7ChiJOyFp2224IGYHIL3ZZa8dR1RdhQ0VuEHs3woY1Z40QiUaUc9cIjoQU3ggbJP0lwkb3+8ERNhjyQlVFRNhIJWwASWOSgxVho+qJsBEibETuRSoVYYPeuKaj5hV2NlRrrBD8cyFAjBLhtApjIWyg8/0SYWNv2Owp5uDkvKAM7AgbBhZho+TFgMVQXs9KJmzknHGMgL02H3MJG7Tddy1hIzKK+ELYGBse+aJR2e8NwKaICVJKyFY/Xwgb02IhbPRjIWwsWLDAtwIvWLAgCd2DRlvBdYzz7c140RE2yMFsHzGhuFLHHZxbJI2KfKZ584r8sDLYddNRDyKILKMRNlyn9YAziZv38I1omrGmFGFD3ezoRqGYhLARODgqYUjTtwe6c1ONNTmTCBvBg8O0w8VkwoYvuoyKeBN76uhzyqHzV505DSVsRMxHimSHavo5hrARcDgZgmTChiXXI51CF8JGERRzEC+QL5c3i4Ww0fxuasLGwDUuXcaj81502x9nhI3OewthI5iOm9ZC2NClMx8D+sE4fe7bSwid+6QRNgrKPopZEDaEh7DROh4uhI0AYaOHhJ00J1g57WR8vEXYQGXqJExUwo0RNoJk/v50svSviSJsDCVs9EbYyJAjffNRfWbHmo5Ok7cuGdlv0lTRI6SAwwPx2LwwNmFDWOXLWZu8ax+5mKeTvu5LslcPRdhovvDbG1LLzUTYgBNhg2xK7Xlns6baV2S3DCUibMAXYaNpl1XVs5apuVhlEDamcOgrEWGDrGXqs5CC+wULr02CPh/5YpKayExZ8/NldMJGsL8DdmrswggbAZuEjrChHQbVngzB/h7bSbCu14awIXoIG+5a6SNsBOqjsqpIXsamWtjZ0GtHpgXK1wOGYCFsNBBCoNpq67MQNqzvd6vNnmIOTs4LyiCKsDEFITcVfeeJGbI/df+UtcceAXttPmZH2CAXROxGwkZxn4nMvOcwfjdRDgveCx9aFPW9SfNPKgVJdPM5ETYANGSSDbXLFFgIG/3I9hMZOCZi5NEsZdaCBXsQAUvPggUL4sFtmskC5i7y+pE9BdVtplYIeStZ6qxAEqJOyKFzlxwnT20QEMbmbC3Ogv1oPBuduoiMhdxH2NAVEv3tIqFDd3aUC1WmlJsBabtYX6s0mDI4eQfbQnbft4aUlN52gedmJeOYHVD8aZm4MoCOT09/OIQN+IYL6Zto6JulmLlWQpn2koNaI4isTXkj5lpnkxWYg9z47IwRtnxO/bl3Yg7OhGesUcVciMC4U+9HRtiAmUN2Gcwhl5ewoR6wJ5xmjHTmoxvxxjMXwjIh0L40fxaethPCeZ4Hy3jK9GeX+CNMHYUZR2HZ1H4X3R/d8glhCBtCCEsW9BI23D7LmGtzQHC+t89616wcwsaQNGmf0H7QhKiBRlLh+VyF5mM+bL3BQOUtBLm5SAjTRq6zjmf8+8KFh8dmYI3LlQ/MWu462fjmV/JYq3ndKHWMeEOtO+Wh/aPfgTBOSJE6B1d/d9xFzR0qH2m70zHi6X9vH1SC/36AHAhB1ZMaLnP0ZN03zgRTf1PCRucdQd6pu30MEGdYp0yFhqCVdrTuHpeqKpH5yiP72sz170bpc8mUh5RSwO4f2jdZ2TFyt5GvjOwrpBsB/vGoxrlM2ozEZEgHotGztBbIOP9WYqJDgb5betVt7SMSNnw3+neXU6LTq/nIEYxTJrZFplHJO3YLHWGDbojYAo4Ga54za1nn0CZHb7LsPI5+H9BvYsrtW8vC8ovp76qRQm1BotYj334oaHvgFo/Y+pNxVMNes9z6rtqbWVIIG3Rd1kNSuvI4Y5Fr0afeq+9j9i75oDoHIUrRdDsyy+xde8ddVvk8CgWxVUTDY9vjCCuuU7ig9gOHxCqltNfN9Q789obEclOZoCJsSFunVZecSNROHc2gUv3Z9JFThgF2BSq/WN2vdbzrJWzoCBv2rUm23qASrux5V1BP8WKIbGpBSaJaD0oyfcfI9YLzhS2DsTFKToeWsvASHdLXmQxCdmp0dbzUfQm3P2uK5Nknkv1WHrj+dAgbjqxp2r2fsMDuzzF8HZE0CguZz7bzjVk3nF+Tz8xcY/pc6FdohI22P1iDQ/tKtF2IImyDdxLrSassgss0/V7wdhtglxA2JC8HKRSJ9bgnbPjsWbvMZk8R2m81L0xdogW5oPLGighn2YUm0O9S4TuLFfl7QO+ZiGfP3GufKHxm48Nem4/crf/u+kj7ytUJZS0Ra6dl+5w23QR9mDrufL/J8ytxfkvSnGwt4sqwiXJQREVyA0pMrhj/pDHawpb9dI9GCBshX4oBYM8T6bwj57LFfftmAO7sVsuvidaNvvIAG96XRMgm33ma9Sw12x5/m9DYzJLBCxYs8GIhbCxYUACCcwIJOPBWlW8Vq7o/df62FDx66CZgvveVM2sRNQcVZnFmbvdy8/bc7jPISd8X9QCit12CDolZbFDuQIYomTpMimSVKJpv8kZU/4Yvg+8w1udsaP/UlMmvjKlXnAd6cyO95R6+IQ45y5fQDlUanjaq/Tc4UngdLDMdRs37TJ936h86LGQOzjjnC3es0U0DexgJE3El/tSx/eBxbCWbIwnYRoPQCScxYpq6rcz7vjmF7vdBwkIsQa/3t8AQJxs7eWJs5vrTHUdc5CQpg+OUdRqIPHGmY00bGKvKkgVexx+PQctHVpzaYJyKoINdYCNO38sReX3rYDDNeA/L/nIwB55Z5MYB8DrgkwNFajjXoomSN6T0jv++wwy2rYOEu3LGl85NLj1tET3WOMerJvPm3+gITPSnflmWEs44qHMw8sUdd1HzkchH630yRryyySfjBFMX8ndpGRcypKYYLbm+oX/Tced9B9JeKwj0gVSHKNWmMXAIArF6WSJYwjen0+kv9O/GMYZ6COhtvpXgb0HKHXc+nZMng5fRjWi+HUe3sQzyFnlLtfHKaF9WhI1VW5aJDgViI2ysYwnY+UUAetRJqtPXsvNS3kUQ5jBSz3Fy+zikZAWJrP3r/Sig6yC3lqkyRKxfvZmQm/utfWUW0639tyODI9Yspr+byHLMGhqoWyzp0/lRW27GztW3v2EcKHxrtIqwse654IDqyRZ5WNthKptwNsBxvE+9V9/3OsdkwDi1Ep1jZW4rj4uwIXt1qKw9hM8GydgqepPy2PbM2sc7oNv5Vvo7c6N9DZD2gqwD9obEctM9vyT9ZM0Lk6ZVR2ZQNeQSpwwD7AqWPYOZvjrChuhZy2T7XNgRNiy9QUfYEA7Rc4I1YYBsEnXXJqmjbSQtm/w+0TIxFpwvbBla2baWdrXNGUxddokO6etsBuFLXVbOGVDqvsTnWNIXYSN7n8j1pyaHtOQYRx41IiHQ35yctsyoAztOkrle0agXZD32nR1Ij2Ia6HOVkhV1Xiidvvt+6Iynn2Drk+sERc9F4hEdYcNjtwHK2zPGQMw5kIqwIdfzr88o6NHFdpvNniJEWgYKyK8Fk4GOt4pZs+0IG3PqV886MGgPGNbvOuO6zz4x0TzYa/ORu1zGXR9pnfX7KtKlTLiIJmA7AqZpu5yL5EIO7yllHqSLFULf2dJm1kQlP3x6ppKJBWzWHl2BYoy2sGQ/c0GZW6aiZWC3iXQThI21yxRgSWkDLwMrXR769ybaN0Y2BX24covs091J3sm6woIFC7KwEDYWLCgCZtNssSwc0oL2i+UJCJV9uZcmeEhZOUZCoyx7byyh+eYQE0jITY6wQW8TsvPmFfkhZZCOyJI6jLvobReLsOFTQHLaxS2TzqNbBjfvUL7s7ePUwbKW3jL42j6FaBBqL2OEd+quCUeyt85uXtFIDk2fiNo31lqFvV6nETYSxlqoz/X7bJ879Q+Er+faKGasGScpgI8oZOZjeoQNR67Rm3P1nkOAPaRmTzgZmVWRNH3EFILw2Ay0L33Ogm87WuchsG6UjRlHPW3E1p9z9Av2R7d8ojIRNqqqsvLrjbARcK7nvp/rpjFmvhddswL5RqfpO42N7P++chRdKzLLQP+mhnCbsOFE2PDUP3o+WgjJlzz5kCLjB481nyNw4hiJbTtfWN3UcMbBNpKtgSqmjUj9rfdJ/X3lmIuMKxWqOCbEcNQ7zm3S+h3PWlFoCAKI1MuS0aND+PQD2bM258K3n1G36GL4WLCz49uUj7BRRjcC4sZjMXQcVdWgXJljMEoEaPfSk0XYiCVsjBhhI16dYPYK2vaQOSdYOV3Zz1WEjVVlH0LkCJJMxK6Dg+QUnf/acXplnhXS76LLxOxPOnvDGMJGjv5Van+jZM2qsp4pKMJGSoQNSxfVTr+OLjrAHtI3H9Vnrm8r7Sgy9ISQpmkcba01PrA+jrFnKrlvT1r7YKevyXxiZSJstJGQ6rq2jcc1ibARaK8oWLKyse9IWTnzQgtIp44mDyWzm+dO2w2Yd1ResMuaImzERtiobMKGpTfotnSjLJbTU7wY1EbNP/acbW22UnC/4JOJmV+snRbo9Hkm6rafajjVJk6VZZdoRj8O9XfITg1gtbJ/k1rWPj22vH7r36/oCBvKYVDvyYBQf0edcQyArLdJWc18Zudsp13S5WYlXL0U1njslm/IvrLPkS5c1jERTdgQZWwMm0IKYeO4j7CxR2z2FGPLrwXTwbplHXTPuDLPp9DvUpHoAxCXZNr+Ke+Mozz22nyMscGztgFFmK1l9Ho6zp45DTllKGWbH8fGn4Y59EEH3n0c7O8L6Gup/kmlQOfG0DPEVAw5l6XYTXoTRalzxjHLs+ky5fqJDB0TMfJoljJrwYI9iIClZ8GCBfEIG+ddZdZE2LAXOePwbqdu7L8OMYFx4imv1HEH58Qg3RdhoyBhoyuy2rTgOdQfk7Dhc1pXaTCOBW7e2c6D6rlvM+Vp+1TF39teq1ZJ7BzytWNQTEzYKHkw4XVc8x1G80g1SEsp2QPVzvsx9efqEDA2Jm8ae9oomrDhc8qhhCvtLysQfUhNymfmo3E+8tWTIjg2Q6QZ6zmDxDmbinjjaUCu9zmFLoSNIijmIF4g3+g0F8JG87sxCRsh+V3YQZo+Xwgb4TaiUceCbbQQNoLpuGkdl4SNoI6GDmGY20+MQthw9zOtwKswMWGjoOyjmNQg766VKm0PYUPpqNVcImy0jsCzIGxwOj1zKcJgwsZK2M/JO1YemyJsRERjG+QAKCpS5w0SNtDt787eMCKdWRA2iAMFxaqd77mEDd09EJFOqP3YJGHDOEoZ+2JFbI31mhTO5wg+FmGjzwE9oa2TCBtOX6o2EmSeWoQNGmFjvROwnSY6n9E5oS41kcKZF54+kN1BJWvZHadDyAhEfnHJKNtGL2FDzUVh35pk6w2VzqvUvIvGkDbSYp3ocfq38UWIm19j27kaG2MNnrAhZF12iU61O4feB7Cq3DOh5t/ZEjYCBBRN2FCkMpVXjWAbjU7YkJSwQdaUGHKjT24G7Oiq5JWg0Tz6I2xk6Wt9jnRNSex3J8JC2DBQsnYhbOwNmz3FXnMQP55BoxlYhA3BEDbmJJtGOE8sTdiYypy11+ZjNmGDXBCxEDby8556LZpDH3QQS9goMMkXwgY6nxfCxubLs+kyLYSNBQsWhCw9CxYsiEbgoA2Aq8zqvbSHgFA54bJ1hA0fMQGbi7DRS9jo1H1AGVyCi4pQIj1EFsQRNoxdeyBxAFTJ6XcQH+I8GHUo5rR9KcJGb4SNMQkbqTedpcIz1qDGWj0OYcMXVrb7fuggsPa/Ezi8ySZsuONOEXhiNzWME5Y1f13CBg1NH0PYEMzNuSUJGz55H0PYKHgjjp08HUjko1ufkFxfCBuToJiDeIF8o9NcCBvN76YgbETK7xgshA3+t1x+g9toIWwE03HTOq4JGx6Sv3B1q0RH5TLlMWppJTxjoXDEH31rfEHZRzELwobwRdhoHL3EXAgbKsLGOjZiXn4R3GJ4CRuCibBRlLBR2c9nRNjok/3FHABdwgb8+k2JcveVx7s3jEhnFoSNnggbaxmeXz7ChpaVch6EDf05N8KGuqGcbFy9ETZ8jrRjEzYC+cYn5Vn7osiKZH10CBtSSh2lCYBN2Bjq0EVlZTterUs06trYswOEDWWHKU7YIPXkCRtthA3Rs5apuSgiImy4e8CxHaSlNHNrQIQNqnOMHmGjwHzhoCNsSKfaum4TEDaC/c3ZqU177VrCBiObqioQYWOThA1KhOyLsOHq3BkEPfWmdaGZIhBtgrBR8lwkAQthw0BH2FjPvz5jYC72rFGgp+A48mvBdLDWU6qvUsLGhghwYaT5AMSgNGFjkw7vu3k+LhE2+suwEDbGhs9fAfb3BWTiQthA5/NC2Nh8eTZdpoWwsWDBgoClZ8GCBbEQAWM2gI4yW5GDVgpFQBAOYUMn5SMmyAkIG+AjbNDwz3bevCI/tAzW1237bSTChq9MKo0IB/GhzoOph7GlCBtCE4icdNTmZhdH2JDKEOKLHiHXSe1Y3OgVc3CY2EbsWBP2WLPf8Tj3SWUoGhhhgyVsVBhC2DA3rBUgbLCkGZJOcBwWcqDwwNQXwdt4w3J9IWxMgUmd6HvyjU6T9knsfEwoR9G1IrMM9O+Ok1zrVDUqYSNEylsIG53yLISN8vNiIWwYjHKY00f6DOgH4/S5Zz+jLhFAWaN6r9NqkJCcj40SNswV1+EIG2KiQ4EUwkauE3ZkEdxixBA2qHNm1pxYCBs0k/ZDZeokNhhho29vGNnnWfrXSBE2VNQ8BUXYyI6woZP1OI5nyMtZRNig6wwlbFDiWMBBaZxDxHL7du/ax5EVnbXPRNhYdQgbACCps3C9U67cTIQNJEfYEGAJG6qMJQgb6CFs9EXYkCrCRgZho6Adki8bGbdDCBtkjVuZMD3xxYiZX3226YG6nC/ChiBjsOwSnbgn99S/bm2ku46wEai/jrChCBsqrxrB/h7dwdIibHj2Lt4+TJeb6k02wgazJg7bV/Y50oXLOiYWwoaBJmwsETas73erzZ5irzmIH8+w11OqUEyo3+XAR4wd4Eidun/KO+MYAXrJ3hvzcSFs9JehlG1+FBt/IubQBx30EYNL+t5siJiwEDY2h4Ww0Y8Y2TSG/IqRR7OUWQsW7EEELD0LFiyIB6fU+h149Tm4L8KGHY3dH2GDuXW1vFIXcpSwP1t5exR5SxmNPthtN6fCrpshDIjedimvXPAbGZ1HhIP4UOfBVGNNKcKG7nKXcAQ1BicmbJS8+YQcLtvft3+PFGEjmbARuoUx5h0KxtDl5s0ewLtjH6aN4uBxyiEOJ/RGewvBE05Tf5NuVyaY/LoIjs0hh9GjH2THyriAXO9zCl0IG0WwqwkbQuD4JGy0v8shbIQIVPaP2g9+x61ULIQN/rdcfoPbaATChhoKU8m4hbBhMM5hTmiOO5/p32MRNnp0ugoTEzZidddEzCLChoewoSJszI6wAYwWZSM+YBe3V1gibNDnRQgboiJ13iBhg93DiWQ5OAvCBh1TJLuhhA1zscs8ImwMJ2zolEiahLAh1+atwPo4yiGi13EhXS/vXfsCti0dfYkQJyhho6brZkyEjdhyW7KyjbAhK2deqP53+8CUwe4DZ5yOGGEDq0jChpqLVYCwYVyz427rL4Wh0S11u9D51XwuHmHD5/BeyFarI2zAGTY6PzlOhI3YPblXn27+Xq3s38yesBGwu2vChiKV0QgbAyM7D4GU2wCAHWnbqqKi4vjOVgJ9XulXaISNlrBROMKG8K5HTIk2SNgQHrGyEDaOD+w1mz3FQtjYO4iKsDG2fpeDPv3+OCJssOUW3ee7BdmEDRLRcyFs5Oc9i/G7gXJYWAgbnTKVLMNC2JjXHmAhbITzddOdpcxasGAPImTpWbBgQTSYg7bAjes+I6Z2eBfOIkf+NoQAaoSutTOg8CVOnmU5yENogoUg9bQ/07zVZ7cuNOnIcvQ40UsaecTTLlJKUxQnGWGu8Y+Hp0y6TjrN2m4XponYjagk9XHLqX6jN1OdCrUfPM6jobM5UiauDACA9nawToQNNX4D5eY+xxN3mlytgjYJtR8KKNNSOSY5/aobJtAuBPqZZ6x1jF60DYJjhOlzt/7suPC3kXdc0LFA51fffEyNsEEIV+3gaZ9LEmHDM8bZCBtmDppyE0cf33y00ldphcvN/ig0nnt/O2wMW/1EU3fHHS2HLi4pQ0A20fYlGTT/Rjo0QRgnWyGEJQvUZx9hwzeneus8N3DrEV0fyZrVkTWh/snJNzbNumfNSZDlbH/2fS7clb75Qrig2kgjnAKpv5vDHM/479E5oufXUPnQN9aIjM8aFxSFxkjsmsj1jxDCGFsjdY6+8Rg9H+n6Q3UFMka8ekCPjBvcN5GQ6iZn2qYqyljCJNR945HNlLDReYfML7pWcOm4/VlQTAXnTna7h+Y4gO4BCRGAo/Q5Vx676tY8orIvJzdO7goQueudhFn5KfSNx7S9SF9mnrYR2u3WKYdygJtIX2HHIAFxBB6LsGGJ+JA6KclIVCos2WNn6QdUSKjf0YMHSthwdNRYfbcE+tYE99AmT2+i+wHHnhXSbyLKnaW70rFpyd+0PrfyiG0XbvGI3d+Q9Z6TNbQ86nb7dc9+mfYrXZd1pFPp6KIDlGWfs2Xnc8AMw90mHoduotS+WK93SEH8++c+PTZrD+Hbt+fsezy2PWP3ZRpV67jkHaUTWaQ/Kr/Ww2wVdqFNeSQzSCzChmMjo2Wgc184HTLArkDlFz99m7m2Ej3rmLL/CfvWJGsu64HumXdjHer3Tc6eNgo5n4jaowMwiFqP+ubLwI28Jg3BFddtfSDjh05Uhql7cn7jr6KCu6TcVDHC7c/o377vBxM2GNlUifZiHcfu3IgEf39z+oGlKwxUg2VtSD0UrN2m0y4+3djf52aLTs7EyHjslC9wxhNNsPUasBGo27jw6fQUQgCKsOHabYDdQdjw2lEJREtileuZ2qBHRp8ututs9gRR9sIFuwKWfkcJG60sb/pyM/I0jB79PmMR7d23O+PaImwMPt/PBzcfrb33LpuPIf2gQ9gQwuiERIbG6n2952ATNF3quPP9JmfcDdLFCsHnV7LZNbFPySk3QGL8k8Zoi9qS98L6rC8yYGRKEcJGhJ+Xd14Q7Ca9iYI9u804ZxyzPMBm9yUxssl7nob8MRFj5+n1N9pla+6CBXPFQthYsKAIfN5B5rYnCh0xQzpTUB+o2F/riw5lZezI9CZ6aSIaRLFwc7yV6E3slKRBbhOybzbgmdfWO9FnhdqbwimZMN/3tEtRNqhlkXb7UH2tO83Lng71Ry/zWkqTmTfChpOu1UY8aJn87eXko9Nvb2vbWISNEsphOzc90W9k4AZH6+2+G4RCRq/QGGHnglt/5h3hbyO9IQiU1X6nKweaXNXhVCyIbLHSNzfZ6LRc2VqF+pyMEem8D//YpAiPTb7+cTfw9P126CmlSo7vS5M8I9e1LJfecQogfBNm3xwk5VNp+yJsdOZIzzjtr/O8MOR2jby13J9vdJrqWZGr6+18Yz4XN0j1zBdrnHoibEhI7/jva2t+bDK3Ow6UD31jDUSdGDzWCo2R2DWR9o/OytJR48YRJ1+y5mNfhA2qE7oq2kxkXKmbb7i+oX/L9n/Bd4j+ERtho6iYCt1ek61zcnOcGmT9N+YNz5uB50ZZfSOwq34Jfo2Oz6/5x23TYIQN+sNM9I21ogZ52jbW3nhF1FLqbNtG2JjqBseUCBs7PTeTDywCYKv43eXU6PQdEjZkUK57QYSETtOKhiCtd6w8YvXdAuhbEyDteZilN1GShvaANfuBnPrGlNsPpr8rYelBUXWzTDWR7cItHpH1p2XVsoaMKdpPsRE2qKy0I2zo2tjyeMjtqlRkMdVXn9k1cWiEDXU2TnUOEmGjabv2WWD/3GvPyNpDePbtBSNsGLIiY9txJosQK93O3ggbsvaXe0iEDeUsRCNsSEmioLo2MlMGe+4743SQXYHakrrJiCoywkYbuQHCjrCh53ITa0wVjp93Yxkc+iZnpO3FirDhW/sj0gnvE3vmy9CLSdQYhCOuiewru0Qn7sl7ImxUlf2bqSJs5DvBcP3Z2vuFimai5ryaE+Ydtr977D9DbT2iJV+tEWoLTx/2Rtjolk09EWJ4hI3+bvLNr7iyjom+bYV+Jvx2m004a6Ui5hzouI+wMRN71hhg7YUecvaCecO2C5l+qyouwsaM+tW9XEFhyM33ffpd5GWDU9+yPc6+b3MI2eD1+sjZBsj5aayddhZtlzjufL/JKfMwXawM8s4KR8aUETY8Y9DOrnxbUF0zJcJGiTLE+Hltql2mQOjsdpPkiPL75wFlipFNITmYaQCJst/nyOwFCxYkI8NSu2DBAhfCazzllVmhjfX2IqeM+cIx5tP32cNr4sQTo9TlOsibvIlBmlhlrbwjCBvx5fAYz3UY9/52KUrYsL0A7Ccd5+faq4wHnQcjnHm9mynPYWwK0SDUXuYgzB2/7RgUkjXc+D6nKXVMnUuGqvU5rilyVb2OakfjVxBp9OpzTtXPI+rPjYtAG8XMC+sd32FW20bJETZ8Tjmy1g580h3joRNOUr6OzJL++UgRNhJ56h9zGN13EFgqwkbfuGPbnpebHYQcKyIjbIhKaCdbH2HDF2Ej9fBnrpvGIoSNjLoNStN3GpvhCd1X/+FrRV4Z6N8dJzllqyCEjVrW3vpntXWQlJgnH9i29t3kMnSsFRojsWui72AjNZxxsfnYR9io/fJ1LjKuFGEjJsRw1DtkrbDe8awVBcVUmLCR2+4+hy6lZwZ0+lH63Otg1qBy9qpDjeq+NtWEDVZ3Rbb8U5g05LXFRqCZrcyO1vIqXbVlmUhfmRFhg15cTotkImzE6fRJc4KT05SwQSNs+AgbE0bYCMp+2f2+804QZP7rOpv2LaXfRZeJ7W8BqgfFpGPpECKyXUrtb2R3zaL5xRI22DRFZewwcHTRAXvJPgKV+sz1baVZfbnyqyv7KWGjibDhWR/JuBhjz9Rra0shseasffrmPzI3lU5ECRv0t+udYbYKCjonauUsL5x5oTZHTh+QtrP6gNbNIceZYsbKHZMHN31FO462+ggbai5WNmHD0hvIGCw176JA2yCnjbRp2vx21Y4d4dhyg8lErUfl5guHuiXW1FLY/U2cKosu0SGbKktGCBM2VpX9m6kIG4MjbDD1r0RLjlEySu/JEGwjdhyJ7vNcyHobALAO7V185csYv+rNisgORT5MJWz0E2x7HOloiSZ2fIonbJSxMWwKC2GjH3OxZ42BUfTMBRuBtZ4S2arlEWpsSp6GUV7PSh3X+m+RsMceAXttPsbY4FnbwKrSz2LX0zm0XfK4G3pJSU/ey/gFvPJFoaDvTap/UinQuWFd9AYTQXOscTHkzJFiL8u4TZdn02WKkU19pI5RLvYcyT9lwYIFXYQsPQsWLIhGz6bZUWaNw7vrrKOUQ/Dvu4fXNH19hlRYqQs5SgDWbUK24Z2vu6uMJpXB49wkpYewgZEIG1Rp8xA2BDGY5DihRhE2Eo01pQgbXsIRjbDBGG58n3PHI0nIeTYAOg23jTyH0R6kGqSjCRtRB4dpDr/ZhI3OYWT7+9hTR59TjkXYaD/mEDYEExWoJGEjx0jqPWgrM4bjDtNpnTi5vhA2psBC2AjXfwrj6a4hbAxc4yY1viyEjbYQC2EjibDhuQn1eCJsaD0zoB+M0+dhnW7lRDgbjbCh9hac7tr8MCs/hY0RNqzqbPGEDXULuJjoUKDPs4o4Ao9N2Oidp5xOH0swjsjcEDZW9vNdQtiI3j/6M1E/6BI24NdvhpY7pjzevWFEOlllKE3YoBE2SH6r1naWS9jQslIK3gk14xC9j0ClPnPtWukDwrx1yaRk5qCXsOG9+XxkwkaBixa8a18wulTrDK1usSfz1CJs0KrVO349I7XcVoSN9kIOKZx5YdJk7UXoIWwoZJERTB4sYaOVZVurnfDw1BE2VtbXUYSNsR36BhI2RC3a14lOr2RTkgk2xsZUbr7wZWjGYA1HXCsHeVmXXaKTL1Hg669s5LuWsMHIpqqyCRs6rxrB/mbloBDE1D5wf9Ouq3UMYcNdKzPstIqvWAlK2FCEqDR7Q3/dPfOLoqAzXQoWwoaBkq8LYWNv2OwpFme1vQOWsFGQCD8a+tapDNmf7Dg/k3kwl3KUQjZhQ0XYqPc4YWOozasn72X8wr+P0ygnEzdFTKBzg/ot0fOoscYFW2dhP99Uu0yBhbDRjxjZ1Hd2nXOHzqQ+AwsWLAgiYE5ZsGBBPDgnE/K3s8j7HN7V3264bPV+h5jAOPEUV+pCjhLOZztvX91tB7iUMkj38KNtrw6RxePcVEy5sOrklMl1fi5I2OjcPuXdTPFtn6r4+9urTU+6+aox6I7f9Pp7ETo4awoVn1Yofc9Bm5RxETZSDdLRxge2fE5/Jzr8pivmHiNh6yCrD/R74XHKIcbGLMIGm25/xBuK8NjscYIIGkmH/LYfaYfp4OV6nzPUQtgogmIO4gXyjU7zeCdsqN/BcZIrSdgYIYrUpMaXhbDRFmIhbCwRNnzg9QC9x3ELnuionAyf3tsqYCt72G0uwsZA/Wg3RNgQc4mwQckL61idvkwRuvM0TqdPmhN7KMLG4MNrOv9DETboTfgFyt1bHh9hI7LPs8owcYSNdc9+mU2TEDY6ETYGHKL3zUf1mWtXHWEjl7DRyj1BZLMgGdfrHei6BWyt4xwiltu3e9e+EFmx7UvTRp4IG7Qo63V/uTMIGybCRhVH2CBlsPuAtN3g6BEmj1CEjVW1Diel5qKIiLDhc+gby0F6hAgbSjYpMkcMkmxMBR0JrTJID2FDp184wgbnIB/qb++lNs3fu46wEbBJ6AgbilRGI2wE+nt0Z492jGRF2EiU95J0HHeh2UYibGzIwTiGsNFEYW/qOBdnrVTEnAPpCBvr+ddnDKTas4wKMU+bPcXirLZ3YK+nRrZOqt/lYARibK7j/KbnwVzKUQpTRtgwQ35zbZc77tzf5JS59+xnqF9JZhno3xslbPj0zII65qYJG509E/FvGussmh13Dml9IWxstjybLlMJwsZYfiKzlFkLFuxBBMwpCxYsiIXwGXe9pIX2aycMOY1QYL+vnLU9kSTGJGwEHSXczyRvL1klR4nwGCVU+0W0S1nlwnZ4torkOj8HHMSTnQfd26cSb89LVfx971faUcAdv2oM8mn6PieNxxAZgT7PhFSGkM5cbstd74IIG4Hb0HIPzqx3fM596u/UCBs+pxxJCBvu3I+JsIEwGUHnxyA4NhOJUuxvhzpQeJOPkXG2/NK/EV2S2agOTQthA0B4kz3GhnhQmsc7YaM9ZJ4kwkbBKFKTGl/GIGwEQq0vhI3y82IhbBgMcqzxJ6pK5DxQDqn2Dc9Ufxulz70OZk1eq5DTU1Z2HqfV4C3jyJZ/CvMmbMwswoYQhrQxlwgbPTp90pxgCRvCfn68EDaoDStE2AAwCWED3f5ufpfW51llKEzYWBGHepqfImzkRtgwHBpPhI3dRtjQHxzZXKuyrc2zgK11lEPEPgf0hLbuXfsCth1BLwfiCBt1De0bTCNs+PSMWOczLsIGbJ2W6iisvcglbNC6DSUjEPnFR9ho5trWaqeHsNHOxSpA2CCkoUlvYC5F2CC/VbJJOGcRwWRSbEwj2bnqtp8kxOYibITq4pEXdXvGU+02wkbgoiRN2FAyihI2Am00trOHlNsAeggbPvmd6AhbkzW8qpgIG1z5huwrYwgbY0f88SCKsEHOOOfirJWKmHMgTdhYImxY3+9Wmz3F4qy2d8BG2Jhav8vBCOeJuY7zm54HcylHKUxJ2JhD2+WOO/c3OWUew+E5FXPogw5iCRsFSGybIiZ491KbirDh5LGpdpkCC2GjHzH7xDHk16Q+AwsWLAgiZOlZsGBBNNQhmutkoxYx1zivHN75Keg7LKWRJBoLsElfL5iBc5dBDvIQJG+SieCVWp8in6VE6E2D83XbfjTyiK9dgoqvOmdOLQ9TKFOOrmOBm7dyQox1Huz+xvSNDX7cpSr+/jIo8oBTd3WA4xCOrOJZQyRHqeOcWQXzPBMehVxGOARQ+AzSvrHmNT50xoiaC1yj1oF3Ig7OhH+s8QfwfP1l7KaGkS0NKYnMHSgHabcd279DhA1RdWVWScJGp0wRRlLZM2cLETb8ycuO/DIOcKSNArKJ94gI9AdTPiEMYUMIYbV3L2Gj0+7tP0Pl+sRgN9mkbmEZnL8hHrQO1p6xX4qwITyfRyZsuPNF5S2EMYQLIayIP/ZhDj/+s9qaNZIOkw8x5YhZB6JQaIzEjn3aP/odCOOEFKlzcPWPJmzQMvkIG3SM9OgBnT6oBP/9ADkQAme4VHnlEDaEM8HU35Sw4asbJWy47/QRNgqIqaCcym53L0FCfe0u4EQnGqPPvQ5mbe4e+TiUsGHNTeG7ZZy8VIiw4Y7H0Qkb5IZdSnS3xnNL2KjmEmEDALZa57OJCRvWckodwC2C8QiEDVdOE0FiOxvH6bsl0Lcm0HXJfS/ZARCiS9hAbQvSVMJlZ5sUUSYvmZ/oQRH6alYZuMUjdX9TxUfYyCVsGDuMI48LEDZ866Z6xq2JldJRmNvE4+DMa5WfKtt6h6wLHnsAsc9kjTtv0Tz79oy2ZnVIAUJWtBRWK32WsEGjkPgIGzm2CgomwgakLSu9NjLSdpbuEkPYiJWzJA92+irCRtVD2FBz0RNhw7JPicrRg8rYcPxlI+lmyCa1H6IRNvQ+N4ewEViPSs4XvgwNaUjCkVlaPsiyS3Tyntzj8K+iqDuk3FKEDaXXhvZSWeD6U5FDKpuwoRo+lrBRVE5TtHO5dveMnN3GPTfwOqrxfa4IRE36RHao+RUZYSPeZukbX7SonrqNjDjChimTa7cBFsLGXkGvPaugXXtqRK2DC3YFLLsQWetsu9DI+l0WevSsDNmfui7PZR7MpRylIFudwbLBO+sj7StXJ5S1jNb7RtfFItBXhq6KRu2C3fdTyhzSxVLTykUx/6Si6NMzy5HYvL4LFCO0hfdMQHb3yaXLEHOeGNMuu1XGcWd/cyBsdNaQDe5LYvaJvvM0N42cfEO+RHNYNxYsOB6wEDYWLCgCpfC5U0ops64DuzlopdARNjxnkc079PDapK8PXgLGQ72oJq2h5IBQ/c663Yvf4JhV3c7MUiIib+Izxm6P8RzC2y60zvod34Y++mZA24HEeqLLYQ6OfEqU7isuW+bstvMbSfrGfkkVhi+bx9HeeiZDZVCvOA/6yux8zhqPus40k6r7PBN9Y03K2ltP623i8Gt97+tzOqRCY0Qy5XP7m30n0Nh6GAXKatWZbyMlv+I3713Z0uRJyqqL4DR25ZGtNF1LLqzMM898pNAb5lD6vsO84IDumbPZzi7tr6kctJKn9bHll5ELpo3CsomZg8H+oL815VH5VlVld7mv7fvGqW/TOEE42xxw8tiqW1AGB/onI9/oNFVb+jwsE9q6r/5eIkvB/uybL6ISluHcDFOhjThSSu/4z9M5mE4fKB9iytHXFtFZlxojkWOfO9jwRdgIimhGvljtFTsfqXyk75Mx4u1/j4zzkdLGknHceNEHQSlznOkbNy29DvjegbTXCgLfWlFQTIXlVHazewaS3gN6yP+yZ23Ohm9gN39XHqcnOVQeOfJeBGUfLWcefGNNy/KSjWrpSSZdGr3PjrCxass2kb7C7qUcqNvb12v/OyMUwV5OaXsYvRFEpw/r6/2ZW3OcZk4FCV07YvXdEuhZE6htw30vvl3oXszZo1D9Rv09oNxxZWL2cNRZGoE1lKbi02lCZeAWj8T9DYRH5yI/X7Xjd12H55Yuo5OmESOVI4+zDH1tXm2KnnWz+UzGGl0TV8PWJZOUs9YoPY86TfkiXUAOHHc+DNnz80m5TiZshA1P+qIy81TQCC7S1B/WXn9guS2dVra/rNh5IUkfWPYiEmGj+coSYKRoGXYFkgc3hlUbrap1OCkVPcTRv2y9QZVP2POukA3HXzaS7gDZZOn0K3dcxJSjTSewHhWdL4FCUD5n0wwm/bJLdOKe3KPYmAgbznxO3Rp79vN9ETby94l+2SQ0Ocbeo0l3jrsp5qzNCRDtuVztyD47fd8g8W70nefq55SAQB29VIQNbox0s4jez8fo7t66jYuoohEdgrtdd642W4qo87RWJ5Lr+ddnFPToYrvNZm8hah1csBtg63dEX6Vrxdj6XQ58PgAe/4u4JMPrsu/seuPzYC7lKADLnkOEpLs+0r7Sn8k+PNZOO7YuFoPkMtAt42C/Eue3bppTjB2vyrnBNbFPmQv5lSTn1SYZ8GEboy18ZwJcvsXL0NPn9MwxxrdvV+hNBCwpbUKZE1Me+vdm5mD7b2Cf6DtP00nklNunu0f4DOzGNXfBgjljIWwsWFAEHqXWc7sQPWh1ftA+dw/n1KLs3jZoblHw3Vhip9MutCmsR/amQ3OYZX/mDjPcuhMlIjWihatQS+VkI3rbJXg7cmq70P50CRv6SlrT914n1EC+cWX1tIun7VMiQ4Tay3BR7O+VU33nMCqj/n4wjH+r/gMZ0L5Q6KquAyNs9N1S0rwUep/p805/c+PCT6aIGWvsjYmRt495Qdqanb+yNnq/m5fvSjrr4J9E2FByKjHChusM5Zbb+ZHznIHvt4VuqoiSGyQPCUE2Zt02io6wwTm59ZSvJjeE0vx6I2wEnOu9dZ4hYm51KbZm9eUbm6bv+rxSETYiPhf1qY0YU/atxu3vhHP7lqf+WW3Nytdh8iFZxseWlUOhMRJbHl9YXY6wkaNzcTeKBMvku7md1L9PD9i0jCsVqjgmxHDUO8xt0vRvX4SNAmIqKKfKR9gQ7PdGX8iMJpBZHqOtOHuAgbcg+dqUj7BBncWH6UeThrymg5CkW/sIG+0t4CtRsAwhzDjChjVPnf326BE2aObkHSuPHEGSiZS1230vul3o/OcibNAOKrx+95XHTietz7PKENrf5ETYIE7RRSNsqKZwb4ItEGHDNx+bvM1n2q6VchTJVNCVU6tLVlRLQr1em7p5Lynx22cGrZtD9vydpDxrH0fYcNJX7wixMhE2CGHDirCx3vGu68nlZtYyCUdW+vqAlMHqA1oGX4SNWDlL8uCnbxthY9UTYUOGI2xUorLGoK03lLHheDGwjXSEDfJbRRrLirARZWMaPl84qIgGEsLub+UgL+uyS3RoTw4wNi+Pft8SNlaVXahSETb6CBvDI2x0ZVMl7AgbQu/JEOzvUeQ0RbuurkN7F1/5vDZu/n0aYcM6E9OEjS6G7St9dmSCQnMtFVERNsgeZ6iNYVNYImz0Yy72rDEwuvxaMBms9ZSsdZPqd1lI8wGIQeq4nss8mEs5SoCuf6H1kbMNrNr9oKxl9Ho6h7bLHXfub3LK3HcWOcf6TwOfHqxQTiam+ieVgncvRXTromc/BEPOZX3v7yaUOmccszybLlPMPnEM+TWpz8CCBQuCCJhTFixYEAt1k0/3Wjp+01xpAoa9yOkIG17ChoeYICcgbBCnaqq8ewkbHkU+S4nwHP7I9m8vkUVOQNhwy6Tz6HcQz3EeZA/FIg9jSxE2KIHIzkCNXz5N3+es8cgSFtCpczKUIaTjSNfvEECRapA2cwvsTc76eaj+6llvG6Ub3Ox3woeRsufGUJKxTsc7f5WzrO8K3g5hw+PcVRlZ7HUEJwg7iA9wgijlQOFNPuUwHXrOAiDr1wDCBsAcXvPlWwgbzCZbCCQ7iBfINzrNGRA2SvZnOmGjXfvcw5xShA16K25IxidiIWzwv03Nb66EjaE8VRcLYcNgSsKG3k/49pK5zum98O2xmrxW9rAbj7ARclq1ypmHjRE2SLnpjb92hI2ttiwT6Su7nbBBCAVZc2IhbNBM2g9Vl7BB9Rtgs4QNz2UcRcswMWFDQgbljo+wURE7DOtYlCErYwgb9LZw2q6asJF5Cx1Jyc5bqrLtkP7321pHJWwU2Ld71z5t9+XWvtYZmpJa2s4SPsJGvda/G1xuKitVFApZOfPCYyMjssXqA1q3UoQN8IQNsWoJG1UPYUORp6oMwsbYDtK04FwUkt42al8n8kh9Ho2wUdCR0C7DWqdC+1uROAWJsFFmiU60O/ecWewqwkaPTaKqIggbTH+P7uzRkijcCBvsnO2UL01u1oR0WRHZoXRULsLGoH2ld//IlLW0caAHUYQNMv7n4qyVioWw0Y+9ZrOnWJzV9g5YwsbU+l0OfMTYAY7UC2Fj8xhC2NARzhbCxqC8xzpzTCkD/Xsj49crX1oE/ErSs0rzTyoF716K+EYUPfshWAgbZc4ZxyzPpsu0EDYWLFgQMKcsWLAgHuQQjcKzwRdewoawnisYw6dD2GBuGyyv1DEH5+SAkFplrbx9ijz1g44uh8+Jvq2PS2Tx3MJYTrmwHUisMgWcSdy8hzoPphprihM2EDd+c+rvRe9NZ0MVal+bqrKuk9qxuNGL7XOnvwO3odnP4/NmD+A7h0XKYSO2DzxOOfQ2aeIgbcF7wtnj3BUgUFk1CW12Bh1Gj32QHTOOTB50DSoSYYM+7ynfQtjYzIZ4IWyEy0D/dp3k1FvSPcwpFmGD/u133ErFXiVs0OhHxzNho7SMWwgbDaSUxFeppNHe49Cl1uPAXnKUPvfoNJqwMVWEDU1WiHSMS8QsImz4CBsqwkY1kb4S41ml9vqbJGx4dHouiuVC2MiUU3T+6zoTp2XqIDwFYYPIR5awEdnncyBsrMilJjS/FZHxoSgbPsKGtrPIaSNs9BE2RC5hQy19VSDChpKdAUfacQ4RfTaPdL28d+3jbFvKGRpE9hHChrrkwyZsRETYiC03HRjtZ2+EjQ5pxpTB7gNSt7EjbLTrWHyEDXsM2nqDStjj0DeWg/RApVbUrS5H5pe6jbc4YaNvvgy9mKQlDXUjbKj8ChM2+myqbp975l3dOgFVu4mwQW0SjGzSETZg79Gauvj7ezrCRmjv4imf72zFM8dphI2KROdRZ4LVSISNTuRpC2XmWipithU4XggbLSFuIWzsDZs9xeKstndgr6dm7Z5Uv8vBCBfALYSNzWMQYaNdcyhhA4B1VuJiDm23EDY23wcd9BGDC9rm50bYEJIfCyXLsBA2ypwzjlmeTZdpIWwsWLAgZE5ZsGBBJETi4YTeS3ucwmcZYYNzfu58Jnl7FHn3BvGkMrjtpRjQvnbBBBE2PIQNzpnEzXuo82DqYawpW7dKXPq+MmhDvEs4ajvWvSE2p/5+MHUOHZylQvetW7d+hwCKVIN0/NgM1b+26xDZRtmEDV/Em2hvyAinHLb88J9wWrI27Nyl82MQ3OwMudVmhBtx7OQT5AawEDY2iIWwETYyTGE8TSVsQBHIhOMkVyzChk+3GCYf9iphI3SwsRA28hEypErI4OFPXzr077kTNmxfpYJGex9BQo9Zv04/Sp/7HMzafysnwtnYhA2bDC7oD7PyU5gFYYPOKXrhgYqwwTh3jYKUCBvryKh5hYrgi7AhpdBzUl8csRA2Chxek/nvRtgA7O3KJiNseC7jKFqG0hE2Oo7qDbYIIWYdiErJpglD2JAzI2wgU34JM7HtvKUqG4mwEbC1jnKI2OfAm9DWSYQNJ331Do2wgaqy9SBtKlqXszewa1nlzIvms3D7gMxlqw9o3YYSNoj8CkXYWFXrHsJGOw9FRoSNsR2khyq1yhRGImyMRtgYwZHQKoPkI2zQMTgKYcNnU/U5/Hf0++bv3RVhw2OT0HlFRNjYBGFDR2Fx2gIRa2Xi+PVG2BAqwkYXgwgb3oul+ss6NqIibAi/3QbYQ4QNFWFjPf/6jIG52LPGwOKstncQFWFjQwS4MMrrWQthY/MoHWHDTdPFHNpuIWxsvg+68MgXhYK+N3MjbCwRNsbHQtjox0LYWLBgQcCcsmDBgngwB23W365xvn3fG2HDSUY5sUiPYzNGImxYTlmM8zOAKMKGU//0xdxz+KGiHriRRxgiy2iEDWKKt2/j7b/Rf6jzYKqxJlXx95fBjEcr/fbvSSJsjHQDr/eghkSP2ChhI3RwqOvO1cHfRtmEDW8bRTp3+Zxy6PxlHfgQR9jgSGYlCRs5RtKxD7IHEDaMXJ83YaPrM7M7D38WwkbYyDCF8TSVsGFc0kaKsNHjHJErH+KIBuh/JwYLYaMtxN4kbACAjHTK3O2EjZKHQk7CKiHngdKhV+z37p6mHMJ7rE5pxiJscNH7hACSo7fxmAdhw9SNj7Ax0aFACmFjkxE2HBK2QjTBOCLzvUTYsKZObLtQecQRNmjWmyRseGw7xcogpbF7TUjYyImwoe8gKHjT/0YjbOh/3YPztmzrNamb39Y6KmGjwL69l7ARiKynyHyiChE22nRjImxkEDaUszykLSulrw+Izc7qg5KEDZIHH2GjmWtbVU+EDTUPqwzCxtgO0kMjbLTjghI21GcVfSMGaTamkexcnggbxkF+pAgbkTZVn0O9Ig/sqggbHv1LtUVVRRA2QNZVnezIzh4qwkaIbO5bK3v2Z10burF5cxE2RGKEjaa54vQjLwboAUOwRNgw0ISNJcKG9f1utdlTLM5qewcsYcO3r5qTbOpbpzJk/0LY2DyGEDYUCXshbMSXeSFseOC98AHd70fyXaAYoy28ETbAj4WSZVgIG/5zxoWw0WAhbCxYsCBkTlmwYEEk9G0xHQsl72RCb8ajUH93IxSoFwgxwXFi0QYwUVCps5wHKSmCO1B0F22/Ip9ejjbfzj1FVfu46m2XoHIhhrWL+Z5+HeEgrosZ7zxo/UaXw20XftzFKP7mPCKwUWjHe6fUXsKR4D/nKHWsgUp0n2eDb9NiETY8Yy2uv2X3gf2S/a/tuUMzY/P2DyN3LHjGneTHnR+qL4VTBmNsVDl0Qr+rcdQ54XQcnlWyDLmteYXvw/Bmx1P/qAMy32+F8zwPthykyXOH6Y4oI1FIglGQ2CssRfd5oHwQxslWCGHJgt4IG566BefODBGzHkXJhRHy9aI2c9ZCIcKG72L1sQkbPtkHYYw0AuQGeDfChkcepbe1I7/MD7rPE5Ay1kLrQBQKjZGYsU8NaJaBVQhD2IjUOXz1jzKe0jbyOQKTMdKnB/jKMLhvIsEZLmn7xhou9dzxyGxK2HD1e/U3JWy46fQRNoaKKd+h0PB25w9CtIrnFlxErs258BzM1K0C1R3upm/ysmPWcgFyOcE4+pFvrI1K2BBEZxaVVQNbNrWEDTGRvhLjWaWiWExM2LCXU6Kv0nFBxkRRwgbNnPSh7Wzs23+UR8q61BQ1Y49N94wcYYPu9lPXb1f2R5XJzBd7zSV9HqGvJpeB7rEFM9YyCRuczF6R9s0hbCg7DKQrj/Mdi/rWzSZdfk007+TJL5WnS1bUdat3oOvWsXMa28OwceeDp2ESnWKlp+2aPbA2VpBf2H1pReEgneWNsNFnq8ggbKjPEo6s9NrISNtZ84C0nY+wEStnpcmDG8NqTG2teggbrZO3G+XF0hsIaciad4V0FC98kzOyjTRhw4rq1e6R2BgAPGLWI9ofNso4kSsHeQmnWfS4loWXaEY/turmZOJzpNRnPPb7pQgbvv4cpq97zjs0OURFM7H3aE1drIXDSnUcOU0zaAkbQV3frBs2PI5qnjleSz7Chkqfi5rHOtl4zpO6PybrgBe+uo2L1Agbrt0G2DuEDdGSWI93woZvrdhtNnuKqHVwwa6AbackejW3VkxMgAvC5wNQIsJG5Lo8l3kwl3KUgI+w4a6PtK+4CBuxNvvRdbEIZI875zfFCBskzU0SNja6JvYRgwtelurrfyu7VF+tCPjOqGiEDfv+qHJliOnzqHbZhTIO4M9jlLyLvRTu/9/efcfLTd1pA3+kmbm9u1x3c21wtzHYDmATSug1EALGSYAENi8kJMSBQMomoSzBCyyBDS0L2SVZNgSSUExxiE0zGEyxcbexAeNy3cv17XWk948ZSUcanRlpRjNzbT9fPnw8V6ORjo6OpKOj89PJdnrEv3tNwIajDMqepzmXkdZ6k/Ql6g3XDaLDAQM2iAJh9rKxTxbfLiRONqe6P3RMfB6jW/Ob7bSKffmKMF3CvKh6voaKD69V82GjooijaiTeTCZuhGP7facjxU2DsCxZvoijX0g7w/nNF+fbaMWH/aqwlyWVKLNS4/ImJSuvJRUhXZemQ1burM7rHm6IdF2eBnPTZOXXsb8lnQ3FdXnnshMV+UMhv6y0yIKv5PniNrvXsuZrf8e+cPms2/+VBbU4H5wZ65ZFSTu3WfKwyApq8bgPhLy2pUGx8tp4M1nCElXJuoS/bX1vzLfxyo9HG/FmR7YO6QgjSbZf+lufeSddvrF4930Z+949j6wnbHrSc5O1DcI6xKdzSbZB3M/GZ1VVbecC2XkhVTmVHTt5uO/3JsX1KOk5ONn+CWC98t/Gv5P1sPSTHtdTeWLDq3OetLY5RRqkZUosp8IIG4BilVPoSc5H5uyuy08om9KgvAzPDx7S4eU64G1dwZQRL2VfbNSTjQbh2tCVrM4lC2rxejwK50dzPQpsZSRlPUCShoz3jUdGvro1pPpZn7Ec2RtrdOip5xHy3TnChvxaEV9Ghqcp23I91t09LtieIFM8wQkjbAj3E1nZ5+7pMep0sgCH9Lc/vjrn+V56bxFM/UhW1tK7F0m1MqEQWpE40IU8FsuzHr+vTvpm2iBJy6DAGGEj6nHUvICSYLucSur0tpmswyO9lYvXR3G5wj60lRHZ9T4LvFyXZPUY7/ki3JeY+SKcg8Tl+r1+p5Mm4Xix7Rsl9TXUvhz4S4OtDUdN/Jxi28X6gXkNFYN9hN+LI2xEk41KaRZTxzLNa5liPx8r6RwMxrJi/8qum7Hbf8k1MZTGPYB97YkLBcwRNuzbJmnzEutoaR8Lbkmz2ipcF+q5QiH80qWTScI6FPfjThGPU+e5yZhN11K3VXjNDNuJWthPYp1WKHeu7UXiCBvivhTPs85t9nyetbbTrQybwZBqNPmijONQsY+wYa83WAeDvR6U5WuC7OD0mkfmz63fG2/jBRKDnuXJ8HA9guR4SaedwDUNVtCQLVvMgAU92Eu0a0UlWZuX+7lM040gB/v8vu9LXO7PYstVbf86p6fVCcZe6RI+G+1u8eAYs1yo1s8k5694YuLzB3ieFhcTLyOaowza2m2kz0pS3J8l3G+KAQhi24PzPk78TWJbgu3FJMlPVEm+Mxfmfd4AebmtgFD+3dpt8tFZyzf3Q9zGGGFDjx4E25MFqepiB12bvcDbdZAOBrb6nVhfhcu1olft14Dq966LdD9mPT+Xy/Fx0FvSEQTx+ieeIxOuj8K+MuuEwj2W51Gxs1wX88RnGmzPVsTZ09jfmdXFgpHq2VJ+rompKjni9Ezv6SR1BXFtWcgL6TMB4RmEa7kIIA3enic61uvCf5+63kF8tm4Q72lzfc52S4/4dz7uS5Kem8y2Psd0x/zp3fZLrqfiun3WFYgoPQzYIAqEcdVyNM5K3nJgvklNMsKG+b3L/PZoS2v50jeW2JYTrwSmM5IExDcdigEb4mfZwwzn9vtMh6RRQtdV899U+ZJ0hI2088WRHtvbeFOPsOHWWdK5rKRplQ5X6F7u/IwMkSy/rAdhzv0hK7/uZTOtKNxcjbAh7Yyf4QgbKd4W4W1/O9Pn2N9ueeRhhI1k63Z/Y6I8j7yRvEVVHA3DWKRzXdJX0knexqsKy5R1ChfYGmtkb8GXBUol3f4Uvw1qhA1P5UixtT27nbM8j7AhfvYwwoaiKmYHAVVVbetLOcJGks71btN7a5S//+POfZ5srFdK9vq8gEbY8PI5GyNsJCtT4tssrbZjx3Dpku33n9eSc3yG54eclrWAyoiX9CQbOtwcYcOlHCUbYSPjPJK9uV3Y/nTrAbk6xyUbqlj8Pp3liH+LI2wknUe4VtjmSTHCRqanKdkIG5nnu3s9wKpDy+sWWdnnsnua+L8he7HLeEQK2bnfCvbOTv0op0Ne2wqhtb9td9XiCw/UCIBeNsKGEbCR4xE27Mepe53eansIeIQNceXCPLZ1pFHfSVdOrt3i8e82woa4WM+vAbenwVeahHtY6b2hh+X4zhfZm/497m/ZaBhu64vVJ2PT0xlhw7wkwPkmWC/3oe5SHY+qKr8mqvGLhJLmQ00zKMTRydXc47YRNuTXh2zcMwV1356sPmGNsOHSthP7tfmmdkUN2XZWyhE20mqrENjOlcboBqrjuLA6tNn2gXAs2/eBkHeZDokmnL9cBwCNB2yEVY8jbKj2gA37yDbGgh33gAHVUaQyrNSaI2yE3AM2oh6DMn21McleTJJpO5eeOMKGqkJ4mZQe8CU6RZuqxxE2jADokGqfP6gRNlIFbGQ+wkbi9jtH2LDORUiaR9k5T4srMEbYSJIX0vOgv/OmprmPsGGUR88jbHht50r15uMkac02TyNsCOXfrY3hUBlhwwjYONxH2Mh3e1Y2ZP38RTljv55a59ac1u/SIesDkMG532+57i3HQW9JRxCSPdcQv3drGzBH7tThf4SNPOZdPsud67KUxO+zqTfsgwT5GGHDY/+koEhHK4zfL+uSF9Bmc4QNL2272UpTLgX1nDGb6RH/7jUjbDj2d776ifTKcxbRIShJcwoReaWYD9EkDycSAhbikxMCNtT4984Kom7O7/rwOlsBG46GevN34naGJAEbSSry6afDmb/x9Qn5AhWu+RJs5ULyMEZ8GBtK7EziXLctHY5VZ/RQTNJYE1TAhlgebcs3Ops5Fh9o46xrMIIC+A4WcKdIGsCMB216bwnYsL2F0bG/3bYh0wdnYuebFHnkeR/IOuWIAVfxAyNhNCLZE05h3bbOXaHUAVSipA/OUgVKJWvQ9XnM+uXtHJeY7wCESCwGbOQCAzaSP7BO60G2T74DNozRzpzDpQcVsOH1HO8TAzYSf5vO+hiwYf8+neWIfx+2ARuyOpRZZuXB/1nZ55J6iXVbZS932Q7YcN5bBFU/ylvAhtihVDLCBsy3gOeovnKwBGzI6vReA4w9rPywD9gQ2zTcAjbEBooAr98p0wNvL+MILA05DNgArFE20gnYUM12GEnHohwHbIQyHGFDMf91BGzEF6dFo9a2yTqCJ2mfyei6maoDuse8ThqwYXQMSPKiDWukk2QBG/GZtJ7M2ipErtcyx7lSGjRj5Z1tH4jlNOMKm7UO10XFj7NIuAdasredG8ehkiRgQwgaCuq48yTTPDKb763fZy1gI6hAIVka4gEbGhR7tsSXrwQdsJGqTdW5PdL6tBpPq33+Xh2wkeJFQWbARnw+JWSci6x5EpaDTOsHqSnxwDItaV5IymOqjrAJbehRYRbrN0bAhlsrc0YBG9JnYqIsn48kvNxWQLHS5PYGcQZsHBp6S3tWNrCz2qHDdj0Vrt05rd+lIwvPExmwkX+ZBGyIAdmqUD9gwIa/dSuKAqtbSe/b/pzwE7CRpZdN2lcXfF5I76WMPj+SF9AyYCNzDNhIjQEbRJSsOYWIvFL83TSn7PDurCAq1veuARvI/ggbOhRYA12IQRpC47S47iQVeb/pUCQ3DVYn+tT5EmjlQpYe28NYHyNsuKw7kIdiHjvmy5YvTYPRqQoey2+gjbP+HqT4J7tBNe/cfeVjsI0PkgdnCdvutg2ZPTizzSO9iY/Pr3t78Cs+FHM9fvU0RtgQz1la8s5d5vpcJH1wlkkjaaoOFLkI2HAJlIn9eXCOsGH1nzi4bhoZsJH8gXV6D7L98R2wIQSQZT1gw+38zYANW3rSDdhId1QzBmzYv09nOeLfh33AhvMewrgndAZsCB0ss7LPpfdYsXXleoSNhICNgOpHeQ/YUOwjbNiHue6FARtGh87eErCRok7PgI00rw/i8W9us9hpWV7HySTdXtIjvTf0sJzeHrBhvA0zrRE2hHNlbwjYyHSEDWNRCSNsxK8FmpYkYEPY5qwGbGT4JtvMAzaMbfM4wkZQHbpcrmUJI2yYneUd+0DIO9s+CDJgQ7y+ui1KGP3aWVe0L8cI2LCXQdcRNpwd+rLdQTqgETbEIA2xc1dWRtgI8M3PtjSYI2zYAzbMDvJ6lgI2PLapytqpD/qADZeAFWfAhnSEjRwHbGQ0wobPAD0tvi5nLJgaD/ziCBsOxjNTPcBymmOeAjaM4CUGbNim57o9KxvYWe3Q4Rqw4RxBLU8BcMn56wPgBQM28i+jETbEl6gK7agM2Ahu3dnQG9KQKFU9M9k9kD+9LWCDI2xkHwM2UmPABhEla04hIo8UcZh62xfuN82qpFOKbIQC8U16qR5eB1qpEysnQsOqYhtVQzLCRpKKvP+LeaoO4qlHHslKwIbz7bji713eVu9cd7LGeb8dr+3cG5YCC9gwOhR5HiEmwMbZLLxRxNPyzTyN+srHQBsfZJ15ndvutg0ZPjizzyPr3Oe7N6S5HOnxG9QIG2rqEW9EyR+cZVAGs1x+/T5Mdw3YSNUptJcFbBysD38YsJH8gXVaD7J98h2wEZ9Nd3bWCSpgw3NQnj8M2EDC53RGNWPAhv37dJYj/s2ADUcdyiyz8vpBdva5pIOZOdVe7rIWsCF5mUGm5z9D3gI2xDeAxy8iCuAI2IgAAEJKjuorfkbY8NiZM6gkyEfYEGYKWWUirWOCARviSuIfVGubQmH7970pYMPjPu/tARvGCBtRTX58yZdptcO4dixK41yZz4AN83eOzvLm1mhR4S95B6WsBmxkeN/uKWAjycioqtjW7CVgI6iRDiSjRdmPC2uZrgEbzuNAvKYHFbABWcCGdS7Tkl3LjJeNJBthQxawke0O0gEFbIhBGlkbYSPV8ZLp21jNgA1HtghBQ8Feov21qcrr97G/Q4p9/l4dsJGiTUJVHSNsxDdG14U2YedykGH9wAvdwwgb0vLo77ypaUZwiHP2LI2w4SdgI+OXWPnj5bZCMQKWDvGADSUc+06L9v7tyYbe0p6VDeysdug46EfYCPAFcKnKtfNy0luOg96SjiCI1z9FqD34HWGDARvZWXc29IY0JJCeX+KS3QP5XlV+AhNSBWw4K+9BpoEBG8E8Z8xmesS/GbDhXjYTm2MPzvJI1FslaU4hIq8UaUCB+02zIgRg2BgPVBI6vFudWOwX0cROPMFW6lJ1fnZ+FtadpCKfdjokHcS95EuwnV8l6UnR+dm57mSN8347XjtmMhbiaZmy5acK2EjoVGWUX0lEeiCVSZ9BKv6556kuexgt4XebfQds2NLn2Ha3chFkwEZg+0DSKUd8m7TfgA3xnGXLrsRzgrW+REkfnGX0MDrLD7I9neMS8x2AFYiXqlOo2xM5McqQARueMGAj+QNr22clyfGYAd8BG7kcYcPt/B1gB2lnOg63gI10rsEM2LB/n85yxL8P24AN2UhxZpmVBP9nK2BDUqfRYNTp7bPnfISNgB6W532EDaiyPQ8zYCNXLXN+AjbyOcKGrL7KETbM7wML2FBUYZtD9u9zGbAhHCWuARse9/nBErCR1ggbQjtM3kbYEOrlarxzIvT0rkvGkqQjbER7rG1L0pE2Ox0fUrR5eLxvTxqwYbT72tZhb7cxsjtpwIaRk15G2PDa3iCeK81y5ThXSoNmrDTY94FQTjOusFnrcF2UMFqQHk1yLTOOQzVJwIYQNOSt83dAsjDCRtYCNnw+E/FLjwe4abIRNpClETZs9+Ti9if0YozP46hPH+wjbLicm8wRNpB4j2Z7xpVGu3MmFCNgI9kIG7LymOrZijP4xFyXY/Z4eQx8hA3pXYQoqGci/vgZYUM5xAM21HB8ezjChm36wdpmL+qVHWwpLfbrqXXtzmn9Lh1ZeAFcPjvOZ6K3pCMIRnlUoNjvsT0EbHCEDf9pPhi3PydSBQYfwgEbarxuyhE2socBG8npsbceAEhyn6jnr59IrzxnER2CcvVYmOjQZlToEt6KajzA1Nznd/bVM/5WJPNDuAAq9uWbN3XyOp35neeLqOzNluKDCttnl5U5lpNOOhRd0mnbbYQNRRHSZOWLrXLhHMIk7XxRHJOF36vCvrdll7dOqLb9LCZV2B7rZiphpvgH9wckXsuIPA3xeRJG2Ih/7wg4Mn6fcb4DsLbJ2zb7ZjSEONNqJdZTPhrb6nWbPe1v25vO3I5BzbYN9nIhf7goOy7cjh0okJZ/YYHu06XzSY5fXQNkARvGPElH2HCZP8nxaF98kgdn0u2XnO+D+q0H0rIpljuXfAcARewMZSt3DppL+fIbsKFYARuxfW59b6xbFrAhO0aSHzu9j5frkbfzQvDrlXLb9+LfXjvz6WK5c78mBnO9SJGOFOc+KELjuaJAPB8Zbz6KPcxx337fea1LzvEZnh/8lLVk1wFPgiojHsq+7U1UYtmBYja4wiUbbct3/J3x8Shsv+t1TdOk+z9VGjLeNx7Zy3ziuv0GbCiODBOPHbd1iX+LARvSeSQBGxkWQcf1MTEv0s53Sd3drFMnNM6739MERnZPEz/fJQQXCPsmvdUlHkeKkiRgI6D6kbSsIbPtcV+ZsI+F/a3Fr30JNc94566Q8/4pW2QHich4+JvlgI2kx2mm9VUPK5eep8UEiudsvyeSDOSmnigc/+Y2Ox7GZuH6neTHxsyO7U+8j/MSsOE5DeK2ud3feAzYsNUbhU4XzvWF4se8l4CNxGXGv9cdddEMzpWpjsfYqcw9T1Vz5KD0zl9Wldt+tTGvfFpUSJj8+pCNeybpfbusjVe6GGHdjnqpNcKG5L5a18x5FHEkHMUqXwkjbATV3mC7lhkd++3nSquNxrEPhDTY9oGYd5lW2IR1uC5KGLVFSxawofckzA846g3CwWCvBwVTR5HKMI/MAHahLNjq9B7fAu/pnjag40WaBt0KLrFnS3wbdT3YS7SsrV26zyX1afOlRvb5/aY1VT022b2Ub7bfWMs1jndViQeSuaRJE+vxkoCNbLXbKeYoLEnq+rLy6HN/a/HzhjNW0aijutWwXbdfcfnejTR9tpW7pjXbvNxWWM84c3AfliVengMZbzs/3AM2ZNWPg63NXhTY82TKO1s7pUt9NSf1u7QE/zzR73W5txwHvSUdQfDaTunaNmC7Z0xcppts18W8yGe5Oxi3PzdS9PWwTc9S3wWX1WUjYMP5jMo8dqSn1szT4GWf5ytfciGo54yBp8d5X5Lh86602fowuX9OWkYyKBdelhlYnwEiSooBG0QBMEbYcD5otB542y9aZjtqQucY1fa9Nb/VicXo6Gh/E70ufWOJPTnxi6jnN+BZ89k60AiBKUrIwwgbzu1PMx2K7G1dkOSLbuULdDjmSUyP5+fMVmSCWzLjX4XMiV7eIJ6QF3riPIlpNX4je4uZ4wZXsv3S5cvSYAYcOcuv8bDIfZkZ5zsgz3vJNqdPVtZ0ab6IUr5BKJ39bfuNy1sYze9dyoWtEcf/uu1lx30fmCPeeL5xF5ZjS4NwXjMb9h15rcr2d+IyAfE8JT8eExhfJRQpSRmUnO+D+21qqc5xse9d8kixpyHpsWnkuexNj8mOQWE/G2kVR9iAbr2hz+8x4vlY6yU8XY88XQeysF75j2P/prPvbctxWW+Sz57T51OqvFBUxeq0rKjCKcF6q7Gu69Lt93Y82n4hziX+wOV77zylI6iyFnAZ8XJdAuyNbLbPQda5/FynVcd1Tdj+dOsBuTgmxHTJ3nyje1yh23LEv3VdTz0PdNu1wjaP5FoRVBFMeZ5KO9/d6+56yhE2Ulyb0yar0ykuqbTvm7TW5nI+UlRFem8RdP0oWVkLjK0QWvvbCAZXnY3cxggbSsAHs6f0SRgjbHh8+3ZQSbAfp5I6vcs9tq+6nrByW3kUVy7MYzvufJ9IMuD7/ixxnpT5It5Xm9ssnoPkdRz5IjNJk5Ue23Jc7lGSLcd3GsS/3UbYSJmP1vLFc43snG2MsBHV5ceXuA22ZQrnStv5K4NzZarjUTyVOfPUHGEjTeatfsIIG0badJhXomT3zymOl/TuByX37fCX17b6quzaJxthQ2gxVtSQbWfZ6kHGtVN44UXG7Q0udVodqv24kO4DKw3240CcP8MKm3D+cl2UIoyYkeRYM79T7CNs2OsNxoLVwI47TzLOo/jswhBe4tt4PXdG8HSfGMzxkioROhRbtihCoE2wl2j3+rp0n0vaqY0RJ5yjUPu+NU5Rjw22fitWuoT7Z/N5lTGaSfw6JZQv3XH+si010zpLSrHyrDmCr2ztNtLymN7+dh5B1ogvLlyOI1teJN18Sfpssnw+kvByW2HVXeTtAr2dl+dpxggberT3b09WpNmedTDs/2y0zVN+2K+n1rXbdj7Kdv0uHbLn4RndA/q9Z0bS+XOWXb0lHQHw0m4u/iu2DYh1enGbA20nyYK8lrveUHay0m6RIWl/m7hk/Up8r8tYVep+NUHmhfRYM/qzyEbYCCINHsqdn35bB0W9SSA+Wzek85wxm+kR/851/iZrL7RmytL528P5KLA+lUSUVLKWHiLyTNZCabTCO96mpBo3W475zc46zgqiMb/wtkHx4bWuSRvA7MuJX2jTGmFDqCyIN4Ri8Ia4bseb4TJKh3R4dWM5qfPFFg0qq4BkmB7b2z+Nh85CGpzrtnUelL09IFlaUw2HKhtJwWMZkc1vPVyyTzc7m0lucDLPd0BaFgIarlZJUdbENzh6yUev2+ytbIpv/1RdPmtmGl23wWe5kJYF2XDxft/qIixHevwaszrXZRRC6Qgbqu/j0UlaPqXb736+9/TbDIYwti/e33nDPr/7eTOBbMx72T6RpM94K7oYsKFrutn5RDbChu+HP700yt/3cSeZJxvrlcpg37ulwZmOZMdmNvan9Fxu9guzhpoWO8npitVJTtM16fb7zmvxzaS2Nzxndn7IaVkLuIwkS4906HDh/BpknctTHgnbb5tf2P506wG5OscFNVSxlyGGPc0jXCts80iuFQEVQXu+2g7HDPNdUkcz69AhScAGUlyb0yVJj1lbcQQXZDpEtGs5VwDpCBsB1Y9yOuS1WAiF/NWMgA3n/KF4wEauWuZkB4nICNjI8ggbSY9TWZ0+lFinT2uEjSTnaXEe2zr8nkgykJtrt3D8G9sUCsF2T5eF63eSH8c/pHmPkm4axG1zC9jwOMJGQr1Rsj4jYMPLCBuJy7TOlbbzVwbnylTHY+xUJmkXCsWvXWk+pbMGLnB0sDXeKqr1WNsmfWGHvH0mo+tmQPftye57XAM2HKPcmCNsqCHbznKtB9lG2EijrULkdi2D41xpvE1el7QXOY8DMe8yrrAJ11e3RXkdYcM4DlV7wIYGod4glMGgjjtPMswjY4QNsUOXLWDD7wgbmbRNBzTChiaMqKKq1vIV6MFeov1uj6w+bQRsqPb5/aY1VT020Pptqm1RtHggX+I9mqbZz1/2xWbhPC0uxxj1Aknywuf+k81vjLCRELARb3dWXa6JbtufrH3CU/o8pDXbvNxWmCNsSAI2DqYRNpI9QzACNg73ETby3Z6VDdk+f1Hu2K6nwrnVfj7Kz/k0ueDrWX7LdW85DnpLOoLgtZ3SrW3AGbDhZdSq3pB3+Sx3B+P254aPemZAI2yk1ScjA7JjzbhflgZsBDjCRjptu9lKUy4F9Zwxm+kR/851erz0k8hnP5Heec4iOvTk6rEw0aHNeIimyDvZ2CbLRiiQdXhXrO9dOzYjBwEbwiaIb8Czf5Z0snFuv++LucuDTFgN8V7yJdDKhayzVYrOJM51Z9p50G9jjd+KvzQNkk5VujTgKMDG2Sx3eJc/CDHKWh4DNuwHYeJn8/vk25DOgzPZA3gvy5eSBQ7YAjbiZc35jrJUARtK6s5d4ja6SdmpOp1G0qDyTrp4P+VIku+pOoUyYCMQ+bohzmiZh0nAhlimbJ3kzPOR42FO0AEbAZ8fclrW8hCwIWtsdf4+0zqXpzw6RAM2xFFLDruADQX2YZszzfdUARvOETZ8dlT2T9Ipy752KzVZCNhQFAViJ2THGo0fprU+Q68I2DDW6ZhdiXcSDas5qq8cbAEbjjq97T4hnWOCARviSowf2HeK2IaTj4CNZPeGxnKT3m75TMPBFLAhtAu6dkJN4wF6JgEbofgIG0qab6EzOrUqjs7yxulQ06LCtsnvvbMasJFhxyhPARu2kVHF9WnWmMLJAjaMa6cYsJFphy7btcwYoUK112mFcufaXoQsBmyI11e3RSkKeqKxOpWeLGAj3vHaOcKGrd4gC9jIdoe+LAdsRD2OouW3jckxk7EQT+uSpiFeBnXFHrBhjWiQo4AN6T53334xyMG2FJ9pzUvARpJtsQVsCBHHmtghP+cBG/GgnmR5IbtW+tzfumYEEDnSkGSEjZwFbGTYkc4vTwEb8YAlJVkwTS/HgI3Uekt7Vjaws9qhwzVgw9nGn6cAuKRSXafSOPczYCP/vLRTOkdF11zqX7qme7qm9oa8Y8BG/tOQQPrCB1F2+y6IspEX0meIRq3dkZwg08CAjcS8Z8CGhQEbRAQwYIMoEIpshA3JDb4q6ZRiddZxLsaYP/XbBgOt1AlvUhOfwYpvf7V9Tli3+/b7v5jLGiXiy3EGbEg6NwUesOE4hdoqV0oOR9jw+Pa8wAI2JCPE6Fq8DGZzhI0sd3iXPWjTzd4RvSRgw3YX6dh2nw/p/VfMJZ0Nfe+DFJ1ykEbAhssyY3+GzO+TdQoXyctnJp0gUvw2S2+pcC1HHjpDMWAje/IdsJHYl8LDMg/ngA3zXb+x81FWAjaydH5gwEbiZwZsyLkGbCiKp7d1pVqO+Lema/a3F8vmyXPARvD5LqlDyQI2Mu2cnorsnia+v53VpKyMsAHYOiHbvwimfpS3gA3xDeDGOh2zq2rEmj0XvPSsMu7vPXbmDCoJ9uPUpU6vuNfpGbCR5nlKPP7dAjaS1HEySXfK9CS7N/SwHN9pELdNHFUoSwEboXgZjmry40u+zNjnhICNDNpCesUIG6pshI0ozG1LUj+Wts+Y2ZJO+oKpl0vve8SibVuHvcOzpxE2jFVo0dTpTitgI17uHAEb1jo8jrAhdioLKmADkoANAFEtHrCR5Fgzg1EcL19yDdiQdejLVgfpDPNINTrYCx26sh6wEWBHQkciYv8kjLCRpYANv8e/ZPsDH2FD0uE92Ppt6m2JpV+LzyZ0uNHEMpJp24g/ilFGvARseAy4ke1vzRzNw06NBx+61bDdtl98KUDy7ffQkS5PHYw5woZFideJvI5edKjpLe1Z2cDOaocOe7uQdb3Laf0uHVkIjM1nx/lM9JZ0BMFTO6XYJ0d1H2FD1xiwkY11Z0NvSIM9QbYCJp8vqCD8PAUmcISN/GHARnJe+klku59IrvunEFGiXD0WJjqkKYrRUC1/K6p9fqPDu/0iJ+vwrgrzp+pgG2ylLlXnZ+dnSSebDAM2lBQjBnjJl2ArF5LOVik6FjjXnWnnQelDMZ8d82XLl3eqkpTfXI6wkekDaKkUDxp7RcCGAltnEuFBOXRxPm8Pm3xXzH0GCknJOuWIAVdGWVMceZ1qhA1IzllJAqicpOUz1fYnf+WrsXDnyhzLTo+3c5yHfE92bDJgIxD5uiHOaJmHc8CGotoCyLI6wkbAbybNaVljwEZs4iEWsCH+fbiNsBF4vkuDvuP7OZSngI2ETlmxfxPubLMVsCEbYSOg+lHeR9hAkhE2QrGAjXCuWuYOthE2ZCPCpXtMMGBDIBz/tp0iHHe5DNiAZJ/7HGnIdxoyvHDIgyvc15fZCBvWuTKoN8EGMcIG0g3YMP5VkgRsGNuWRvtMRtfNgF4UYrvvsY3YJcwjvpzC9oVmBk4mDdgwfq9HbedO13R77XwmuZa5B2w494GVd7Z9IJbTjCts1jpki+rRYseapxE21CQjbAhBQzl9A3MGeSTWj0NCm71Ynw40YCOoQCFZGowRNuAcYSO2/KyNsOH1vlxyvtAP5hE2Ep53WNtiG2FDDNjQFVjnowzbRnwyR9hw3L14Cm70+2zFWJfjvsW4lrk1M2e0/dLrkSjL5yMJBmxYOMJGeu1ZvalPvAw7qx06XEfYyHX9Lh1ZeJ6Yz47zmegt6QiCpxE2HM/QGLCRfP4g150NvSENjgSJiZDPF1AgW74CE6THWrxuyoCN7NCFgCDbi+GE9i8GbKTuJ5HPfiK97pxFdIjK1WNhokObUaHzeNNsdkrR7Bc5o5OK6uzwrljzpwoKCLRS59KhGoD3ETYkFXn/F3PJA4NUARvI8ggbXgI2knUQVxJ/67osaVpTNNZ47JgvW77fTlXGwyhn3/pgOxumeHCWcUuv5FgWHnD7ycdgGx9S7W8j/f46F/iumEsfFrk/mJPy0hHL7wgbXoJAZMejc2tSdapOp5E0qGAX6eI9lCNZHnntAMeAjUDk64Y4o2UyYCP2OzFgA/LOjL7zOqCOYU45LWu9IGBDFToCJGvo8rs+T3l0kAds6LoOPV7O8xqwAWGeQzVgI6FDl7GfJcH/6Y4mkGZ6pLWVbAVsSILBg6of5T1gQxECNhRnmYoFbITUHNVXDraADS91et3+IMjrymXn6cMmYEM8/t1G2EhSx8kk3V7Sk9Y9SrppSFUgASBJ+ZIGV0jW5yVgw7qddy7TOFcG17EonyNsGKtUHJ3ljdOhLWAjScfprAZsZBhIneq6l7AO8RohvMBCVcPygA3j2qlF7cd1Bul2D9hwnCvNzvKOfSDknW0fBBmwIV5fJYuKGgEbSY+1+HdKkoANIWgoqJFtPMkgj8RgDHGEDQDQ4p2nnXVoGV9tTAG/eMBMgzRgI0sjbPi+L3fffmNUilBQI2zkMmBDsi2qopkvFQPs5SsWP5Z+u3MmjIANTyNseBwhRba/tfh5w5m7avw84rwminXUdLZfkabPtiDXtGabl9sKhQEbh4Xe0J6VLeysduhwDdhwjqCWpwC45Pz1AfCCARv5l0nAhthGzoCN7Kw7G3pDGuyE8pKDwODeFrDBETaySzwf2QI2FMUM2mDARup+EgzYIDr0JbsCZ91tt90WOzEL/w8YMMA2z7p163DhhReisrIS5eXlOP7447Fly5aky3322Wcxbtw4FBYWYty4cXj++eezuRlEZmNsYicb4yJmv8hbnVLsc5uddZwVRONvXbgAKsLydc38qDh7y9uW4/MiKjyYs1UcbJUre0XLsUbHctJMh9nY7TxlxZcjBGzI8kWsXDj7fmeSL/bJ7mmw5Yv4Mcnw12ZFKCH6Qfhekg5ZvkuXKf5ScamMJcxvNLY7Jhubr7jv74zzPTaz8WNnyu3fp8l4EKIkyVNZOXKb3es2B7K/4+mTzqckLxfyTXaWBX/lTkrYl9JjR7c6SLtui3SEDccyzXyVH49O8vKZSRmU/Fayb/ySlSPbtrjkUex74XolljsnLcU2eAjYgGJ1EDDqf8b3xmdpwIbkGJEeFr2pfV3g5Xrk6byQ5nqTlhGZDPa9Wxpiv0Xqz17T51OqfaAoVkN4rCHJOh+Z5VTXpNvvv86R4tydZmH2U9aSXQc8CbiMJCv74r6x/1hcreL6WXYNzvh41CTXNXH7JXmaKg0Z7xsPdCHznPUgW5n3QLZ/xOVokjqXbR4txXIkARsZFsGsnH/jKbAvyFxh/F9n47xYP8jCPpelRzMCdxxzZ9ygbt4rOPen+71xpuc/g7SsZeMBga0QWvkrqz0j3n6Q8xE2ktwPwnghQ5YDNpIep7L6qlgmxN97PSy8nKeFeWzXbL8nkgzkpJ4o3jPadop43gn++u0lPanu4zwFbHhNQ6oCKc6TYn22a59kfaF4B2NPI2xI6qLQndfl9M+VqTZfUZLcPxj92NMdYUNxfjCWZ1zjozC3TXbvLQYLpHN/IxNQu5P8WNaFeZy/srZNFfPI5dxkqwdpUQTWViMWDPFcYTsnSPaBmHe240Aop5lW2IQ0yRYV1UPxWT2MsOEY5cVebzB3gr3eEFAbjlQGeWQL2HD2pFYS50nG0z1tquMl07exCnlsv1zF79t1PeBLtL82Vdn2W894nG3k8bV4PRxT3FcFW7913xbNfMGYZtseMU2x7XHf59m7t4ovxgzqcXTEcrtWSgNuvO1vK4DImYh4Hjkm25+npbP90ruIxAXluAHUy22FLkm/3/aFfPLyPM0IXjrsAzYk56lctGdlS2DPkynvbNdT4drtWr/rTQ+UfPYB8LZIf9fl3nIc9JZ0BMFLm7izDuHW2dj2PNVLwEaW6mJe5LPc9abt7zXXRFt5SVKZC+i+10t9Kht5IX2GGN+chICNAM8nXsqd335bBwvxfJTpc8ag05RQX83G8yEPZPeJzufY2Wjz9LLMXnfOIjpE5TVgAwDGjx+PHTt2mP+vWrXK/O7zzz/HiSeeiDFjxuCtt97CihUr8Ktf/QpFRUXS5S1evBgzZ87EFVdcgRUrVuCKK67AZZddhg8++CAXm0OHKaOxOuGloOYbbhwXLeNi5rjKmW8VdS5HFeY3ro/i2wahS99YYk+OuWKPzJXZO8CpfkfYcFR4fabDDIiRvtE/db7oum6fxyU9nt/MKRmFwfi9LA3J1u3MC9uypGl1T4cs32XbL1u+PA1GGr2V35Rv0/Gc74DvbfYt+fIVyPPFPnvybc7O/jYWLJkP7nnkad1i2dFTLN/vcQRVfuxIzpXm67sS1mWlzb5d1vzJjkeRtHzqVrodP3BslwvZbyX7xrcU57jY95I8UhLzyPXYNKbJ3vSY7A20wvqMz7YRNnRrhA3nulOV02DOLznk4Xrk7bwQ7HqTFsEM9r19MUJDhOR4zMn+TJEXtnKqqNZZSLFG2NB1Xb79fvM6sHOrc7mp0xFYWQu4jCQ9PiQjQYgNgNIylcY12Nu10tp+2/yqyzXIZxpycUzIhioW//a6vlQjdehCfSrZusRrhW0e6bXC+B6O+e3fp0x/iv3htm6PCzYWZJusxUddFO+rYiT3NEGRpMfqYOZIjc9yYF+m+7k/NiH+nR7w+c9Yd6rymI08VVVb/uqSTlxKqAAAEHJ+kS2yg0RkjLDhsTNnUEmwH6f+6vRpXafE66O4cmEe23Hn90SSAd/3Zy7zpL6tENt6hHwR72l8nzwzSZOYHvF3Hu9R0k1DqgIpzuO2OvH+RjjXyNJqjLAR1eXHl3yZxveOuqis3dGDVJsfO5W5l8dQhiNsGEtTHKMbmCVQ3DbpiBFBHAtuMrjnd1lMQtps1VJJO6pufaOoIdvOstWDjHY4XZPfT/hOt1CnNYLWFdV+TjCDHJz1ZCvvbMeB4n6etfF8zhGvEe6LskbYSHItM45DRxm01VFdRtiIfR9UG6QsbZm3uwBAyFG31M0RvIO7L0t5vGR63Yx3nNCh2C9X5ggbAV+iU92XS99e5Kjfm6NS2Of3f2lNXo8NtH4rabM0R9SGLh1hQ9ch3+dZOU8Ly4n3uNIcwVfivac8bf72t26WR8fc5ggbDsKMad3TS9NnW5B93hzxclthjA4mG2FDz9Y5NEiS8isyRtjQowfB9mRBb2jPypastM1TXtivp9b1zn4+ys/5NLmA6veuiwzy2XX29ZZ0BMFPuzkgb2+A7vGamuW6mCd5LHe9oeykfNaQ8+Jrq6QmmS+7fRdE2ciLlM8QE5pjgktDJm272UpTrojno5w8j/GSplTPInOdwZL7xITnHdk4f8vKnXi4p1jvwXTNJerNFD2PR9Ntt92GF154AcuXL3f9/vLLL0ckEsGTTz7peZkzZ85EU1MT/vGPf5jTzj77bFRXV+Mvf/mLp2U0NTWhsrISjY2NqKio8LxuOrx0d3dj3rx5OPfcc3HgoQHoV7sfd7xwHj7uqTLnuecrr2JUzT78/ZPx+Gx/jTn9G0M+xbBhO/GXuafh1U0jzek/OOE9TPvSaixeORoLW/qb08+u2o7J4z7Hwren4LlXTkFNfTn2HtGIqZe/iasmLsfK3bVY9O5k9NlUidaaDuw+qsE1zSUHilC7vhrdRT3YP7Q55TZWlLTj219ZhM7uML73u+9i+Me1AIANl67Bny/6GwBg5rMzMe65sQCAled+jmihFYH61FefQUmkB/+1bCoa2ovN6UNX9EO4I4yGoc3oKkr95s6LJqzGsCN24E//PBnPNw8xp/+8bhmOm7IWL/9zBt7453RU7irFzlH7ceblC3Dx6HX4YNsQLHtvIqrry9Fe2YmeAg3le4rR0rcde0YeMJdTtqcE/TZWorO0GwcGtaRMT21VI2ae+CH2NpXhpie+YU4Pd4UwbHkttJCGLZetwhPnP4+oruC+d07C8KWxvNs0bSd01Trt1n04ENCBvSMaEQ1ZeddvUyXUbhXbJuxFV2m3OX3wqn4oaAujYUgzLjxtMQbVHMDvXj4DSz+vM+eZfcGrOGbEFry2YhzWbh1sTq/YXYrixgI0DGnGgcHu21m1rSwxv/q0Y8+RVn5NKTqAM45dhQ1r6/CbBWeY04+r3Y7vX/4y9u6uxh8+m2BOL2wpwKA1fdBTGMXWybut/OoIY+iKftBVHbuF/ZHM985+HZGwhpv+Zxb2Npeb0x+45v9QXdaGp94+HnubypMsIbnzxqzDyCPr8dfXZuCpA0eY0388ZDVOPn4Flq8YhY+Xj0Hp/iI0DmjF/uFNrsup2FUSOx6rO7B7lHU8lu4rQv/PqtFV3IOGIdYxWNAeRnV9ObqLe1A/aY85PdIWxpBV/aCFNXSM24nvnLYIXT0hfPfha8x5igq68F/f+yMA4OF5p+H6c18HAPzgsSvQLBx3j1z3R5QWduHJN6ejobXUnN5ncwXCXSHsGLcPHeVd5vSBa/ugqLkAjYNaUNRYiMLWCPaMPIAzZizF6D778OjH0/DPjaPM+X96xHKcMHUNliwbg/e2DU2Z15PrNuOk8RuweP1I/PnJC9DviyocGNiCupmLcMO09/F5QzXmvT4B/bcORFekAw0ThAdv7W3Atm2xDmV9+5mTq8taccUp76GloxA/evDq2PGoath82Wr88YLnoOnAvYtOxhFL4sfj1J3QQ+7VoOFLa6H2qNh3RCN6Itax+c2T30Of8lbM+fv5+GTbIHP6Ly+di6MG7cIrS47G5zv7uy0SZ0xejbFDduAvbx+PV5dNEpb5Ls6cvAYffVqHxeuPTJl3MkWtEVRuL0NHeRd2jNtnTW8qwMB1sWNQnbANs056H/ubS3HLI1dh6Mr+6IlEseuylXjs3Lnoiqr4z0VfxrD4+X6X83qyc0fs37oR1huYAWDj57HXq/XrB4TsHR4MNVvLEekIY9fo/Vi640M0NzVh2nFfxhFfDIK6W0f0SBXr961FQ8M+9K8diIqKavO3FbtLUNxYmHD+qt5ajqrtZWga0IZ9wxvN6ZU7SlGzpQLt5V1oGtCabpZmTb+NlVCjKuon7kF3iXUdHLKyHyLtsXN82d7ieH41oK2qw5xnwCc1KG4sROOAVtsx60XZvmKU7i9KyK+KHaXokyq/OjuAhgagsAgYKhzjHW1A/bbYfu/Xz/23AlVT0O/zKgDAF1/aYWsUq/tgIABgy7G7EBWOO+fx2NnZgcJCeQC3FxW7SlHcVID9w5rQONDa5prNFajcWYrGQS1YecQqbFe2ok4bhWPXjkK4sQRaUTfqR7dha+dqlIX6YEB7X2DP7li+VFtltrA1gqrtZegs68L28dbxWNhcgEFr+6CnQLPtg6rSNlx56rto64zge7//jjm9vLgdD/2/2L3Qg6+cDmewZCp9N1Ui1K1i+/h96Cyzysug1X1R2BrBgcHNKGkoRkFbGLuPbEBrH6us9d9QjdKGIjT3b0NbZWfqlbW0AC3NQGUl0E84Dx44AOzdAxQXAZXV0p8bjGtiV0kPtk20rokFrREMXt0XWkTD9ro92Kx+hhBCmNIzw5ynR+tG8cZYy5KsfO0Z0QhNrHN9UQm1R8W2iXvQlfbx2IaO6E6gowPo1w8VjX1QvE/F/tE9aFQ/A3bvBmr6oKb5CFTuLEVrdQda+rabyyltKELZ3mI092vH3hEHzOnlu0vQ94tKtFV1Ytfo/eb0koYi1G6oRndxD/YPSV2n90bDZ6FPAADH9pyAMCLmN0vCi6BBw3DtSET0gpRLqle/QIfSjlHR8ajS+5jT14dWoVFpQK0+CK1oRYvSiOHakajVrOvpptCn2K3sQB+9H7TdGhoa9mHAwCEYNmyEOc/27VtQv3UTKiqr0L+/9dvm9jB2NRahsqQbowdZ+dLQWoBPd5ShKBLFkD5WvsuEu1X02VQJLaRj89Sd5nS1RzXr9LuPavDdHnrlqYtQVdqOO/96IT7dYY0s+puvvoQhR+zAAy+fibc6rPPor058A1MG7MArn43Crndj9U/Px6MHY4dsxxmT12DFpqH47dxzzOmjR67CL85fjM0NRXhn0cXm9BalCWtDyxHWC3CE5q++ogDo/2ns+N88ZRe0sHUM3jjlfRQUduNf/zAL9a1WPf4/vv0X9KtsxjOLvoRdByrT3Epgt7odTcoBDNGOwCBtmDl9S+hz7FS2oUrvg75abdrLt+nqAvbvAwoKUDuhAjOPfQt7Wipw/WNfx+qli1GghnDOVy83Zy9UduC2Sx5Gdw/w6KtnJFlwQPbvi6WxthYol7R17doJNDfHvi8tdZ8nA22dIWxvKEZJYRQThlrXwZaOMNbWVyAc0nDsiN341smL0dRWhBsfuhpDV/RHNKSh/rJV+J/zn0dUU3DfIusee/eRDYkvz3Cze1esvjp0KPp+XoZQp4Ltx3Whc9sKoL0dGDwklkft7cBRR2HAp7Uo3qei8YgoOtq3Am1tsWtccUng+SIqailA5Y7ShDp9cVMBBsTr9E21bajZUp5wjx3pCGPIin7QQzp2C9cTkaLo+OF5rwEArv+vK9Gypj7WKeXoyXj0ykdQUtCJ//3gDBxYuzsWuNO3HxAOp6x/VW0vR2FrGHtGHrBd4/p/Vo3SfcnPXyeM+RTTjtyEfy6bgHlPn2W1ec18E1dNWo5Vu2vxTrzNq6O8C42S+mphWxhV28rRWdqN7RP2WtPjbRLRiIa9R1jlDtForB6nqMBIq20Omha7vwGAAQPg0gUTANBvYxXUqIL6SXuwpPxddKILp/Scjf4rKqB0AD1DVOhF1m/XhJahVWnGQG0oSnX3dovKnaUoai7AvmFNWDFkGfYouzA2OglXVHdgzJgNWPj6l3Hfmn74LLQOtfpg3DB1Py4+/mOs3DQEb60e67pMGfN4LIhiwrDE47EgrOGYAS0Ir+sDRDR0nr7ZnKezJYKKd2Ltcwn3jB586ytvoKYkin9/9io0Rk82p7+59UE0FXVgVNtR+I9vvY8jB+7Gg6+cjiWfWfUAo83r9ZXjsPXDUSiO51eTUKfvs7kSFTtL0FrTgRYP137R6ME7cNYxq7F682Dc+8J55vSj6zbjxgv/iV0HKvDMouNSLifUo6LvF5XQVR2bpln1iYiu46YZiwAA1z58NTp6rPvn//7BHxAOaXji9S/j6ye8i/ISDXc+9x20ftwCdHUAJ5+CBS//HW1NBzDmSyfi/kufwfBBTXhh0URMG1uPwX0akubXmi1WG6FUczPQ2gJUVmH66AOYOmk13lt2NO5ZWQesWQ306YevHxPBt858G5u/GIR/vn8MKneWor2yCxUzNuBro9di3d6+mPP0xRi5eDA6S7tQftZK/PySl7GvuRR/fm0asG9v7P6xzmrLRE83sGkTACV+3Lm74fwFAIAfPv4tvLFqMHRdwelH70ZpoVWPv/HCZ9GvshV/fGM6mtrcr2VfO34JhvRtwMPzTsOHn1rH/2ehtWhQ9mFSdBp+ftYyHD16Fea9fTZ+tyKMLernGKwfgZtP3BJIG45Udxewbx8QiQDDj7Cmd3UBWzbHekj3l9RddB21n8WeQbRMASIhq04fWdIJVVOxc8Q+KB6iRcU2nLYq6/w94JM+KG4sQMfwKE45+UMM77MVcz++AO9vtI6Lr015HtPqlmL5lklYXT8++YoKC6V1jr4l7+PsYUuxbF9//O2Nt/DCC8CoUcANN/43vlJ+H7a1FeHdnddg0SKgqBiYNDHlZiX1jdGPQFV03PXRb9HcXWVO/9W0H6Ik0oqXNs5CY5f1jOf8ur+gqnA/Hl99MzY2WefgWcPuwqQhn+Gt+rOhVVjl64P3gR07Y7u11r3p0Ka+cx22d65HXfExOLrMqit+1vYRVre+icGFYzCt4kJz+paONfi4+RVUhPtjTMl0X9teXnAAXx3xZ7T3FOOODx82pxfqTbhtxmwAwOsHrsNpVb8HADy59yHMuSdWJzr7XODuL1+LSKgbz39+BVq7rXpmeOF+KG1RdH19APQBheb0yDM7oO7pQs/USuj9Ut9jyoysfhEn1G7FP7Z8CTv3/9Gcvrjx71h04C8YXjwJ1x+l4Py6p/FF4yi8u8PKxyMqPsWJg+bj88Yx+MOaW8zpo6pW4Tvj7sf+jr6Yt2mmOb0osglfH/kK9nZE8NInK8zpmroK10yaiW5NwTMbvm8lTtMR+WesPtL53aFAoXXcFf7XFqBbR88pNdCLnYH7Mecd8RdUF+3HY6tuwhfN7sfRd8b+FqOqV+O9HadhY+MYb5kWgAMHgA0bYs1gJ5/sPk/93iYs2fsG0F2KiwZdb05vizZh/v7fQ1VUTC2/0P3HvURofSvUjW2IHlOBnhnu7Vmh5U0IL2qANqgQ0aMPr/4E5RUAVrWgY207Ks+uRNW5VeZ3B14+gMb5jSg/sRw1l1nnzaaFTWh4tgGFIwpRcWrvzq/9f9+PaK50tt8AACuVSURBVGMUtbNrUTTCug/a8R870bWlE5VnVqJgaPrnL8qdbU3b8NH2jzC0Yii+M/5o9I3+F9qVCZjb8K+4Y+Ed6FvaFz+d+mWcV3UX2rRKvN/yrXwnGQAwuWQuasL1WNj8XWzsPMGcfkr5I6grXIL1HSdhW5e/yk/b6ja0ftCK0mml6HtFX3N6y+IW7PvLPhQMK0TlGdax2bW1C43zG1EwrBADf2LV0Tu+6MCu+3chVB6yHePZYh6PN9Si6EjheLxvJ7o2d6Ly9EoUDD84jsemzia88cUbKI4U44df+qE5vbmrBY9+9AgURcGFIy7E3v+N1SGG3jsU/7HkPgDAE1/9H8y/Yj60qIZp35+GR1Y/gq5oF04fcTrKCspc19cwtwE9e3vQ/7r+KB5n9RnY9dAudGzoQPmp5bZzXDZ0fNaB5oXNKBpbjNrvWZXgttVt2PPYHoT7hVF9oXWd7dnbg4a5DQhXhzH4dusetntPN7b/23YoEQV9r+wLL/b+aS/0Hh2Dbx2McB/r3rv+V/WINkZRfXE1wjXWdE3TsGvXLtTW1iaOWJim1iWtaFvRhvKTy1FziXBNfL0JDXMbUHRUEcpPSr9vi18qunFKxWMAgCf3PoIeuO//b9Rcj0K1He+3fBNtWlXC9zu7R6FT0rYl2vPfe9C+sh2Dfj0IfS7v4zrP9ju3Y99T+1BxZgWqzktcVzq+aPgCf1/7dxxRfQTuO/M+c/qKj1dg/W/Wo7myGdMXW/dMXVu7sP6s9VAKFAy9N3U/l2S23b4N0f1RjHx6JEomWe3In178KTrWd6D/9/qjcX4jOj/vxLD7h6HyLPdnH1t+sgWN8xpR/bVqlJ+cuzKSiR6tB/cvvh8A8H9f+z8UR6zzzsy/zUSP1oNrp16LisLc1QPf/OJNLNm+BBeNuQhXHH2FOf1va/6Gp1c/jUm1k3DWkWflLD1am4b6n9cDACasnAAlHA+E0HSsnrAaADDkriHYdvs26J06/mXdv2DwGOtceP/Q+9FU34Qz7j0D1SNSP3MXvfcf76F+cT3OffhcTPv+NHP6i999Ecv+sAwTvzERXS1dWP/ieky/ZTrOuNu6f174bwvx1q/fwogzRmDqdVPT3v6D0YDJA3znNR2e/MQbuPeoy6FPP/0UgwYNQmFhIY477jjcddddGDFiBDRNwyuvvIJbbrkFZ511FpYtW4a6ujr8/Oc/x0UXXSRd3uLFi/HjH//YNu2ss87CAw88IP1NZ2cnOjutRuemplgH3O7ubnR3d8t+Roc5o2x0d3fDGA55+YqPMHeD9bD8pgnAqBrg62PWuC6jZGcZRnxodTJSJ8ZuJk+YtB4nYH3C/OGmQtTUxypjGzetR3j5clw1EZjUfxcmXfxPbwk/19tsIr0rZAZrRBHF3Bf/BlwUe4Y998VnMAa/hgoVr8z7KzphHUttZwElEeDaY5bYF+jveYFp46aNmPv2QvPv710T63BTuL8YlbtiD3Y+2bASQ9atw8WjgeMG1+O4S+vTW5kHalvEtv8MXdEuvPTS88D5QEjRcctJC4GTJAvxmxcu8/f7pC9GLLPSUXhCKTACOP3otTj96LU+V+BDZ9i2/RUT2wAAffs34Gf937HPe6ZkGV9Jb9WDPx6IigbrAqd8IwKUAd846f30FuiwZdtWzJ3/rvn3ld8cDgCYfPQGTD56QyDr8Ox0+596d8iW7+GCLuB7sc9GsAYADP1oEDrarJsgfDsMFHbhilPf87beFGVzyZKPMHfhR+bf/+87seNx6jGfYOoxn3hbB4DiXWXo90UVAGDbjs3Y9eH7uGEaMLK6AT/8+jvJfyzTGcaw5bFzVrfWjZdefg64AFAV4KdfXgh82cMyUmx/7Zr+6Npg7YfIGUXAIOC8qSuS/CqmalOVbR+WHVkBTAamHfUFph31hYfEpeFs+59KewRDV8Yaxjq7O/DKvLnAuUBBSMPNJy8EJA/bLKvtf56SbsLekeT1tnQXeHDzck1I8xoarCWpZ0mHbNtyuc2u69oAHO927k+znCZr9+myX1sLS9qB/xf7bHSuDMRBU9YcXPszb/H22wDqXJktcycA93uCtJyXepb0/d32l/WY0m+Zl82/LY153EbM3IZA89QLWZ3eh9pV/RHdaB3n2jmxZpk1a1dj7ort5vTv1AFTBgDnHbkBODJ79c/CfSW2887wzhbg/MUYXt2B4RfIXnoRfH2l/+p+KNhjPbRSLi0AKoGZJ34Y0Bq2AXhXMj171JYwxi8dhvEYFhty/XmrQ2lpRTFwCRAJWx1Qc2N16ll6AaUzjKErYvXV7mgXXno5fo+tprjHTkm2/Tvtn0+QzJZPZ6eexc899tCPBqGzPd6x+01AvywEFABXHrcASN0f3Rsf18rybRW2Nq/QiuW4ahIwsf8uTPTa5iUja5MwrbT/aeaj3+PlVQ/b7Pe8I6StUcWUDyZhCmIvAKjo9zZwPDDpiHpMOiJL7V+ychfAs7mqpUXo3GzV5c7BV83P4fNXAAOBvp/0xYiPE9u8Tpu0FpgkafMKoB5bsN9+fezX3gZcCNRWNQV2zh720UD0dFsd6rXuEBDS8J3TrLaQyndLEd0Za5PCU824wLiZ+BAIn18GoAkXnWiNWN5vfV+MWOqeX6fJ8iuFA/saMHd+vK1j22eYUhNr/xletx3/r257wvy7du/Fu4tfx0hcicLWAtSu7g9cAvQpb8UNF78lzLlcssZVkumWIR8NwmWt8TavN4fZvgufFcvTb38ldftXn0/s+TUC1md98gpgNKBuAk54fypOiBf6sroD2W/DMS0LblEzUs/iicvxpX4MFL0pvJSpUgHqgMnDVmLysJWJP/CprL4ChS/8FTMBYANQ/+Bu4BfA4JIOXDbiYVw2ItUS/An/YQeKWqyX9EQfUoBq4IIR7nXj8HN7UbTeOpeV/6IHGAKcMuRV23xfSXktktkG4GVrObbpr9vm/LY5Pb2yo7UpKHrY2paiknaz7BjBGgCw9ZbtmNkZ7xj5OBD9kopICXDxSMfL92QxBAH3hS37uBBb/vZX8+/BAGbGSgzUMz4E6oC6yg2oq0y8r9I3d9u2WR23DxgH1BTtxbfGPJwwf6SlGFvutdZVVtUMPAxEVD1x/nGSBP/A+7ZFXtiHok/c2z30G7uAKcD0ga9j+sDXXefJmuNTfF8BXGkemz+yfXW++Skxf3sVLzEw0+L/H64GwWrnFC+J4+P/O6cPA2DvwtF7XS18FrfhklwnhDJWAVwxBAC2AdHYM+S96w9g/e3rzWvFtre2AXcCJWojvlLRu85Nu59owJYPrOtA8/c7gRnA6KK3MbrobX8Lmw6rLieW6wFwPzZlxzIk82eL7Hj8Wg7TEKCLjPf1dAvXRwX43ZeMPx6x8nc78Jxxi/LR1bj0BmOev+I/phif/yRf2RXCZzHvzkOWny8Ijo3/70xDKdzLUYUwPdNyZ8TENMX/N1ztMq+hyuc6UvkKrAq8uD0jkPdr4pafbLO1SYh6HlFQWAkcX/Zn1++fuOM72LJ+uOd1Pbr8USxT3e9RzvziTEzHdDTNb0LTfPeXpfoVQsg8x//1v/6a8H2P0oNL/mpd1CsaK3AjboTepWPLjzw+c0zh5jdvxs5PrPbm7zZ/F4MxGLsftfoT3v3B3VjfmNgvEAAu2nYRJmMyGp5rQMNz/l+Wki9Gvr/015ds0y+JV6IO/PUADuBAztIzMv4fAPwV9rJgpHWL1+fMAdIUDZf+/VLrZc868Gvl11B1FfW/sNp493TsQf9uK9hNLYgFky24Of22SV3VbX2hjaCRVU8J7XEq7PPER1veuGAjNi7YmPa6D0ZnPXgWplw7JfWMdNjzE2OQ14CN4447Dv/7v/+LUaNGYdeuXbjzzjsxffp0rFmzBt3d3WhpacG///u/484778Tdd9+NV199FV/72tfw5ptv4mTJazt27tyJ2lr7G4Zqa2uxc+dO1/kBYM6cObj99tsTps+fPx8lJdl9cx4d/BYsWIB+W6rQ2FSEhogCtdYqM799twdapAchx8v4ivRCoKEf3lxdhuaIdbGd985QFNRuR2vxPvTAGrY9oodR1NoXr743ENsj9ehWurG8bC3WfFGEr6zuRnWJjhBUVEer0Ky2oFNxf+O2AgV9otUI6e5v7ZH56MM6bImnc33hZ2gvLcG/ze9Cd1RBd58I3mx9BwV6BN1lIaiwtv/Wf3Zj1rGJw8+XaiUo0/y9rbOhOYL/3dpqy98Hl/agquwIvLa0D/ZG6tGpdGJ1+afY/UkRjl3XhfJCIKyHUR2thAprSLPGUJMtj1SoqIlW+coXXQcWvTPazBfR2qJP0FBSgnve6ML0I2Jvj63UKgDoaFTtb0Eu18pQohUnLAMAupVu7A8dsE0r0YpRrllvSWhoKMWizyLoENLx8ht1UMoOICy8udagQUND+ICtfIm85ldlZw3+seBI2/bv3BjGkYtHoKDfTrSp1tunFQDV0Sp0Kl1oVdts66uOVqLAw5uaRV9s7Ic1LU1AxLphe/7FSZhx4gYo/l487qqxNYL/+dxe1h5a0YUjhw5CcWEs3zRoaAw1oUtxv+Aax2OL2ooOxQpiUqGgJskx2Ky2oE21v/2xOlqFAl14y/VHdfZypwNzXzgG48ZZD8k3rB+ADd37ILwcG8+9MBnHn/C563p7lB7sD9nfFF2sF6E8WmYODRlVotgfOgANGva0KJhXXwC11srwhz6OYuiAgSgqSCx3Mt3dIcxbOAxbIvWIKlEsKV2J5h3FeHZFF2rL9ZT5JbN4sVU21xatx4GSEvz76104sc44HmOdgJzHo6hMK0Wp5l4H2L27Au9vAaLCfpj7z9E4S+1ESNVdf2NoaSnE68ur0CD89tXFA1E+bAiKCjMPEtWhoznUgnbFfgzWRKsR1mPVPl0H3l00ysyjVUVrsbOgGA8s7MbUobE8qopWoFAvTFh+pnqUaLys6VBCCpSKQhR1R1DeWhIfZlEHJEPIa9DQEGpEj2J1AojoYVRqFWhSm23HYwgh1ESroOrBvAElG7yc48X8MhTphaiIllvDtvrkdv7KR361qx1ochyDFVoZVF3FgZC9QS7Z8ZgJt2tiRI+gUitHo9qEbqUHChQo0QKEtTCqUCoMl+vtXNekNqNdlR+PTh+8P9J+ju8GXn7paIweLb+XSaVb6UGD8xyvFaFCs97IEo2XNU2Yq1AvQGW0Iu2ylim3a2JNtAoRXWxAVpDwWnVFR7va7lq+ijOoc0WVKPb5OB41RUND6AB6lKg5hGxED6NKqGeJdOg4EGp0HJvp1Scy456naY2vm3BO0ePL8jlPSE18uXlPqmPQmV7/5bhNbUOzan+Le6VWgSIt/evjrl0V+HCbBk04zl98dTQm7VPx7L4Ge/3zwyjKK7pREMre8djTo+Ll1+znnZ2fRXDk+yNQU92GxLHBvdfz3HSqnTig2s/x5Vop9m4aipUHWoGIda/wwssTcNLJnwRSvwfgUtaQ8fakXKUOvL1wjJm/SnEYSrH9Idirr07CyBG7spqO3iv5cfreu0eZebem6BPsd7nHzuR47FF6sD98IHZed0lKsWa/H8olL3V6AGhRW9O+x16/fgA+7dlru2d8/oXJOO5493tGLzKpT3R0RvDq4gHYZrZ5rcOaL4pwmq3NqxohD/VVt/pXdbQaEUn9KxNdSjca4nUIRVeh9hSgGIUodX1Docs1zoWmaNgfOoAoorG6aE8BInoEBW1VWPDuUOxS9kALdQGKjgVL+qLv6KEoKfE38p5r2mwU2/Q2tQ1tIftIreU9VRndM+7cUYWP6yPQVWsUMV3pga7GtuXFf47Clw6EsejTgqRtXmJ+GQr0CCqjFa51Li+iURWvOK6POz4P46jFI9GnT+qReUVtajuaVftvKrVyfL5yJDZil+0YfPa5KZg61erBsbW+D1bqOlAbH21HVaC390Bv7QagY+4/xuK00zWo8XaIhoYSvLPBLb8aEQ67twOm0tEVwoPLNKgDymIXNuj40+ZWnLV0CKrLY/VWHTqaQs3oUDrRowG/fS+C+v57sappLSqjFdi2BRi96Cj07x9Mx4sNGwZgQ9d+ILIfCnQojvL7wosTMePLqdsIY/lVaMuv2AYpUHsK8I/Xj0J3QSve+GgAGpTd0MKxshlkG062dCpdaNbsoxqVqgUo9nnMJm2TCKmAoqCltRhvbe2HJqOcAnh15UiUDNuFgkjqkbUBJK2qR6MhzF94CvYUD4SiADU17dirjMbSFaNRVRkrU7rLpTxdn30xCJ+WdwLlVv698Po0HD/F/eU0e/dV4oPWEkQHWueyl96fiLOKuhEO2euaRrOXPwqUaCEU8fqn6NDVTkCLQLHdE+rQQ53QM6jjfrhsNOqFbQGAV16bitEjt5nH1PqNg7F9YCN6elREo7GJz88/DlOP/tR1mT1hDQ0Vrbb9XNxRgLLWYNodOzoK8eayGdhTPNCcpoc60FW6GVB70LJlAAauHoGy0sQRl6JRFa9+MN62zTubyzB66Wj0qXE5Z+kKFi/+km1dezoHYv4bx6Guzr2TT2dBD5rK7esuay1CcYd75zjR3v0V+KCl1Fa+RK8sGQe9shWhUHbva2QUJfmdtq4jVk41+7bGyml616Vc0xXgQEUbeiTX0VBURVVTCVQtP21n+aQgVgZ0VUNLn1ZEhTwK9YRQ2lCCtsp29BRY1wI1qqJsXxnUaO9tsxdFI1G09G22XWMK2wpQ3FSc2HZGvV5EDUNVQtA1FUtXnIiSMSXY3rkd3Xo39ilhLF46Bv37NKZeUA41Npfgw8YqtB9hjUL92uqjUFDbgEia9Xtd1dFW1YpuYYQ6VVNQtrfc/dhUdLRXtKNTuOdUAJTtLUOoO3ddzQ614zGkhBBW7fnXrXVD061reldxF9qqYm0+paES9Cvoj+79Xehpju37Hq0HUT11OdDCUTT3bYEutEcUtBeguLEYSo7yTld0tFe1oatI6PyrKyjfWwa1x+UZhwJ0lHWgo6zDNrlsfxnCnf7KXU9hN1pq7G38RS1FKGopCu4mIgVd1dFa04oe4f4oFL8mKnm6Jq77bCh2DD4g/f6lt6ZhWpKXmO6sbsMe4dyUTGdZJ/TJOsaWuo8M23R8E3bs24FwV7DnFAUKqiPVqAhbL4HVdR07unbg06mf2tNTAqz/8nrUbA1m1KDm/s2oGVGDatV6K/+m0zYh8m4ESrze2F7ZjoLxBRhb5J4ve0/ci52tOxFyO0Z6udJQKfoV9LNN29e1D81Red+cbFKhorawFoWqdQ/apXVhV9cuT+fRbNg+djvGlNsjxFedswqD1lovEmkY0oCPP/0Ymzdbox6Xn1eO7tfSb48KV4SxpWgLdszbYU5rO6oN5UeXQ+uKXYPUYhX7h+zHvHnzzHk6+3aiYmoFoq0Hx31ckNZvW49d8w7XZ3jkR1tbW+qZ4hRd999EmC2tra0YOXIkbrnlFlx++eUYPHgwZs2ahaeeesqc58ILL0RpaSn+8hf3t9kUFBTgT3/6E2bNmmVO+/Of/4xrrrkGHR0drr9xG2Fj6NCh2Lt3b8ohSujw1d3djQULFuCMM85AJJK6cZWIiIiIMsP6FxEREVFusf5FRERElFusfxERERHlFutfRERElK6mpib07dsXjY2NKeMN8jrChlNpaSkmTpyITz/9FH379kU4HMa4cfYxY8eOHYtFixZJlzFgwICE0TR2796dMOqGqLCwEIWFiW9ziUQirIhRSiwnRERERLnF+hcRERFRbrH+RURERJRbrH8RERER5RbrX0REROSXn7pDrxpzsrOzE+vWrcPAgQNRUFCAadOmYf369bZ5NmzYgOHDh0uXccIJJ2DBggW2afPnz8f06dOzkmYiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiKnvI6w8ZOf/AQXXHABhg0bht27d+POO+9EU1MTrrrqKgDAzTffjJkzZ+Kkk07CqaeeildffRUvvfQS3nrrLXMZV155JQYPHow5c+YAAH70ox/hpJNOwt13342vfvWrmDt3Ll577bWko3IQEREREREREREREREREREREREREREREREFKa8BG/X19Zg1axb27t2Lfv364fjjj8f7779vjqBx8cUX4/e//z3mzJmDG264AaNHj8azzz6LE0880VzGli1boKrWQCHTp0/H008/jV/+8pf41a9+hZEjR+KZZ57Bcccdl/PtIyIiIiIiIiIiIiIiIiIiIiIiIiIiIiKiw1NeAzaefvrplPNcffXVuPrqq6Xfi6NtGL7+9a/j61//eiZJIyIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiSpuaehYiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiLygwEbREREREREREREREREREREREREREREREREAWPABhERERERERERERERERERERERERERERERUcAYsEFERERERERERERERERERERERERERERERBQwBmwQEREREREREREREREREREREREREREREREFjAEbREREREREREREREREREREREREREREREREAWPABhERERERERERERERERERERERERERERERUcAYsEFERERERERERERERERERERERERERERERBQwBmwQEREREREREREREREREREREREREREREREFjAEbREREREREREREREREREREREREREREREREAWPABhERERERERERERERERERERERERERERERUcAYsEFERERERERERERERERERERERERERERERBQwBmwQEREREREREREREREREREREREREREREREFLJzvBPRGuq4DAJqamvKcEurNuru70dbWhqamJkQikXwnh4iIiOiQx/oXERERUW6x/kVERESUW6x/EREREeUW619ERESULiPOwIg7SIYBGy6am5sBAEOHDs1zSoiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIqLdpbm5GZWVl0nkU3UtYx2FG0zRs374d5eXlUBQl38mhXqqpqQlDhw7F1q1bUVFRke/kEBERER3yWP8iIiIiyi3Wv4iIiIhyi/UvIiIiotxi/YuIiIjSpes6mpubMWjQIKiqmnRejrDhQlVVDBkyJN/JoINERUUFK+xEREREOcT6FxEREVFusf5FRERElFusfxERERHlFutfRERElI5UI2sYkodzEBERERERERERERERERERERERERERERERkW8M2CAiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIgoYAzaI0lRYWIhbb70VhYWF+U4KERER0WGB9S8iIiKi3GL9i4iIiCi3WP8iIiIiyi3Wv4iIiCgXFF3X9XwngoiIiIiIiIiIiIiIiIiIiIiIiIiIiIiI6FDCETaIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIgCxoANIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiKigDFgg4iIiIiIiIiIiIiIiIiIiIiIiIiIiIiIKGAM2CAiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIgoYAzaI0vTII4+grq4ORUVFmDJlCt555518J4mIiIjooDNnzhxMmzYN5eXl6N+/Py666CKsX7/eNo+u67jtttswaNAgFBcX45RTTsGaNWts83R2duKHP/wh+vbti9LSUlx44YWor6/P5aYQERERHZTmzJkDRVEwe/ZscxrrX0RERETB2rZtG771rW+hT58+KCkpweTJk7F06VLze9a/iIiIiILT09ODX/7yl6irq0NxcTFGjBiBO+64A5qmmfOw/kVERES5xIANojQ888wzmD17Nv71X/8Vy5Ytw5e//GWcc8452LJlS76TRkRERHRQWbhwIa6//nq8//77WLBgAXp6enDmmWeitbXVnOeee+7Bb3/7Wzz00EP46KOPMGDAAJxxxhlobm4255k9ezaef/55PP3001i0aBFaWlpw/vnnIxqN5mOziIiIiA4KH330ER577DFMmjTJNp31LyIiIqLgNDQ0YMaMGYhEIvjHP/6BtWvX4r777kNVVZU5D+tfRERERMG5++678fvf/x4PPfQQ1q1bh3vuuQf33nsvHnzwQXMe1r+IiIgolxRd1/V8J4LoYHPcccfh2GOPxaOPPmpOGzt2LC666CLMmTMnjykjIiIiOrjt2bMH/fv3x8KFC3HSSSdB13UMGjQIs2fPxk9/+lMAsbfZ1NbW4u6778a1116LxsZG9OvXD08++SRmzpwJANi+fTuGDh2KefPm4ayzzsrnJhERERH1Si0tLTj22GPxyCOP4M4778TkyZPxwAMPsP5FREREFLCf/exnePfdd/HOO++4fs/6FxEREVGwzj//fNTW1uK///u/zWmXXHIJSkpK8OSTT7L+RURERDnHETaIfOrq6sLSpUtx5pln2qafeeaZeO+99/KUKiIiIqJDQ2NjIwCgpqYGAPDFF19g586dtrpXYWEhTj75ZLPutXTpUnR3d9vmGTRoECZMmMD6GREREZHE9ddfj/POOw+nn366bTrrX0RERETBevHFFzF16lRceuml6N+/P4455hg8/vjj5vesfxEREREF68QTT8Trr7+ODRs2AABWrFiBRYsW4dxzzwXA+hcRERHlXjjfCSA62OzduxfRaBS1tbW26bW1tdi5c2eeUkVERER08NN1HTfeeCNOPPFETJgwAQDM+pVb3Wvz5s3mPAUFBaiurk6Yh/UzIiIiokRPP/00Pv74Y3z00UcJ37H+RURERBSsjRs34tFHH8WNN96IX/ziF/jwww9xww03oLCwEFdeeSXrX0REREQB++lPf4rGxkaMGTMGoVAI0WgUv/nNbzBr1iwAbP8iIiKi3GPABlGaFEWx/a3resI0IiIiIvLuBz/4AVauXIlFixYlfJdO3Yv1MyIiIqJEW7duxY9+9CPMnz8fRUVF0vlY/yIiIiIKhqZpmDp1Ku666y4AwDHHHIM1a9bg0UcfxZVXXmnOx/oXERERUTCeeeYZ/N///R+eeuopjB8/HsuXL8fs2bMxaNAgXHXVVeZ8rH8RERFRrqj5TgDRwaZv374IhUIJ0dK7d+9OiLwmIiIiIm9++MMf4sUXX8Sbb76JIUOGmNMHDBgAAEnrXgMGDEBXVxcaGhqk8xARERFRzNKlS7F7925MmTIF4XAY4XAYCxcuxO9+9zuEw2Gz/sT6FxEREVEwBg4ciHHjxtmmjR07Flu2bAHA9i8iIiKioN1888342c9+hssvvxwTJ07EFVdcgR//+MeYM2cOANa/iIiIKPcYsEHkU0FBAaZMmYIFCxbYpi9YsADTp0/PU6qIiIiIDk66ruMHP/gBnnvuObzxxhuoq6uzfV9XV4cBAwbY6l5dXV1YuHChWfeaMmUKIpGIbZ4dO3Zg9erVrJ8REREROZx22mlYtWoVli9fbv4/depUfPOb38Ty5csxYsQI1r+IiIiIAjRjxgysX7/eNm3Dhg0YPnw4ALZ/EREREQWtra0NqmrvFhkKhaBpGgDWv4iIiCj3wvlOANHB6MYbb8QVV1yBqVOn4oQTTsBjjz2GLVu24Lrrrst30oiIiIgOKtdffz2eeuopzJ07F+Xl5eabbCorK1FcXAxFUTB79mzcddddOOqoo3DUUUfhrrvuQklJCb7xjW+Y815zzTW46aab0KdPH9TU1OAnP/kJJk6ciNNPPz2fm0dERETU65SXl2PChAm2aaWlpejTp485nfUvIiIiouD8+Mc/xvTp03HXXXfhsssuw4cffojHHnsMjz32GACw/YuIiIgoYBdccAF+85vfYNiwYRg/fjyWLVuG3/72t7j66qsBsP5FREREuceADaI0zJw5E/v27cMdd9yBHTt2YMKECZg3b575JhwiIiIi8ubRRx8FAJxyyim26U888QS+/e1vAwBuueUWtLe34/vf/z4aGhpw3HHHYf78+SgvLzfnv//++xEOh3HZZZehvb0dp512Gv74xz8iFArlalOIiIiIDhmsfxEREREFZ9q0aXj++efx85//HHfccQfq6urwwAMP4Jvf/KY5D+tfRERERMF58MEH8atf/Qrf//73sXv3bgwaNAjXXnstfv3rX5vzsP5FREREuaTouq7nOxFERERERERERERERERERERERERERERERESHEjXfCSAiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIjrUMGCDiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIgoYAzYICIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiChgDNoiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiALGgA0iIiIiIiIiIiIiIiIiIiIiIiIiIiIiIqKAMWCDiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIgoYAzYICIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiChgDNoiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiALGgA0iIiIiIiIiIiIiIqIceeutt6AoCg4cOJDvpBARERERERERERERUZYxYIOIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiChgDNggIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIKGAM2iIiIiIiIiIiIiIjooPX3v/8dEydORHFxMfr06YPTTz8dra2tAIAnnngCY8eORVFREcaMGYNHHnnE9tv6+npcfvnlqKmpQWlpKaZOnYoPPvjA/P7RRx/FyJEjUVBQgNGjR+PJJ5+0/V5RFPzhD3/AxRdfjJKSEhx11FF48cUXbfPMmzcPo0aNQnFxMU499VRs2rTJ9v3mzZtxwQUXoLq6GqWlpRg/fjzmzZsXYA4REREREREREREREVG+hPOdACIiIiIiIiIiIiIionTs2LEDs2bNwj333IOLL74Yzc3NeOedd6DrOh5//HHceuuteOihh3DMMcdg2bJl+O53v4vS0lJcddVVaGlpwcknn4zBgwfjxRdfxIABA/Dxxx9D0zQAwPPPP48f/ehHeOCBB3D66afj5Zdfxne+8x0MGTIEp556qpmG22+/Hffccw/uvfdePPjgg/jmN7+JzZs3o6amBlu3bsXXvvY1XHfddfje976HJUuW4KabbrJtw/XXX4+uri68/fbbKC0txdq1a1FWVpbTfCQiIiIiIiIiIiIiouxQdF3X850IIiIiIiIiIiIiIiIivz7++GNMmTIFmzZtwvDhw23fDRs2DHfffTdmzZplTrvzzjsxb948vPfee3jsscfwk5/8BJs2bUJNTU3CsmfMmIHx48fjscceM6dddtllaG1txSuvvAIgNsLGL3/5S/zbv/0bAKC1tRXl5eWYN28ezj77bPziF7/ACy+8gDVr1kBRFADAz372M9x9991oaGhAVVUVJk2ahEsuuQS33npr4PlDRERERERERERERET5peY7AUREREREREREREREROk4+uijcdppp2HixIm49NJL8fjjj6OhoQF79uzB1q1bcc0116CsrMz8/84778Tnn38OAFi+fDmOOeYY12ANAFi3bh1mzJhhmzZjxgysW7fONm3SpEnm59LSUpSXl2P37t3mMo4//ngzWAMATjjhBNvvb7jhBtx5552YMWMGbr31VqxcuTL9DCEiIiIiIiIiIiIiol6FARtERERERERERERERHRQCoVCWLBgAf7xj39g3LhxePDBBzF69Ghs3LgRAPD4449j+fLl5v+rV6/G+++/DwAoLi5OuXwx0AIAdF1PmBaJRBJ+o2maOX8q//Iv/4KNGzfiiiuuwKpVqzB16lQ8+OCDKX9HRERERERERERERES9HwM2iIiIiIiIiIiIiIjooKUoCmbMmIHbb78dy5YtQ0FBAd59910MHjwYGzduxJFHHmn7v66uDkBsZIzly5dj//79rssdO3YsFi1aZJv23nvvYezYsZ7TNm7cODNAxOD8GwCGDh2K6667Ds899xxuuukmPP74457XQUREREREREREREREvVc43wkgIiIiIiIiIiIiIiJKxwcffIDXX38dZ555Jvr3748PPvgAe/bswdixY3HbbbfhhhtuQEVFBc455xx0dnZiyZIlaGhowI033ohZs2bhrrvuwkUXXYQ5c+Zg4MCBWLZsGQYNGoQTTjgBN998My677DIce+yxOO200/DSSy/hueeew2uvveY5fddddx3uu+8+3Hjjjbj22muxdOlS/PGPf7TNM3v2bJxzzjkYNWoUGhoa8MYbb/gKCiEiIiIiIiIiIiIiot6LARtERERERERERERERHRQqqiowNtvv40HHngATU1NGD58OO677z6cc845AICSkhLce++9uOWWW1BaWoqJEydi9uzZAICCggLMnz8fN910E84991z09PRg3LhxePjhhwEAF110Ef7zP/8T9957L2644QbU1dXhiSeewCmnnOI5fcOGDcOzzz6LH//4x3jkkUfwpS99CXfddReuvvpqc55oNIrrr78e9fX1qKiowNlnn437778/sDwiIiIiIiIiIiIiIqL8UXRd1/OdCCIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiokOJmu8EEBERERERERERERERERERERERERERERERHWoYsEFERERERERERERERERERERERERERERERBQwBmwQEREREREREREREREREREREREREREREREFjAEbREREREREREREREREREREREREREREREREAWPABhERERERERERERERERERERERERERERERUcAYsEFERERERERERERERERERERERERERERERBQwBmwQEREREREREREREREREREREREREREREREFjAEbREREREREREREREREREREREREREREREREAWPABhERERERERERERERERERERERERERERERUcAYsEFERERERERERERERERERERERERERERERBQwBmwQEREREREREREREREREREREREREREREREF7P8D/aCwvzya3RYAAAAASUVORK5CYII=",
|
||
"text/plain": [
|
||
"<Figure size 4000x600 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"plt.figure(figsize=(40, 6))\n",
|
||
"fig, ax1 = plt.subplots( figsize=(40, 6))\n",
|
||
"sc = ax1.plot(data900['seconds'], data900['AV Force'], color='red') \n",
|
||
"sc = ax1.plot(data1000['seconds'], data1000['AV Force'], color='blue') \n",
|
||
"sc = ax1.plot(data1200['seconds'], data1200['AV Force'], color='green') \n",
|
||
"sc = ax1.plot(data1350['seconds'], data1350['AV Force'], color='black') \n",
|
||
"sc = ax1.plot(dataN1200['seconds'], dataN1200['AV Force'], color='purple') \n",
|
||
"sc = ax1.plot(dataN1100['seconds'], dataN1100['AV Force'], color='orange') \n",
|
||
"#sc = plt.scatter(setToPlot['seconds'], setToPlot['Pyrometer'],color='red') \n",
|
||
"#sc = plt.scatter(setToPlot['seconds'], setToPlot['Heating'], color='green') \n",
|
||
"# Add color bar to show the color scale\n",
|
||
"ax1.set_ylabel('AV Force')\n",
|
||
"#ax1.set_ylim(400, 1000)\n",
|
||
"#ax1.set_xlim(300, 1400)\n",
|
||
"ax1.set_title('title')\n",
|
||
"ax1.set_xlabel('seconds')\n",
|
||
"ax1.grid(True)\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 10,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<Figure size 2000x600 with 0 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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|
||
"text/plain": [
|
||
"<Figure size 3000x600 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"\n",
|
||
"plt.figure(figsize=(20, 6))\n",
|
||
"fig, ax1 = plt.subplots( figsize=(30, 6))\n",
|
||
"#sc = ax1.plot(data900['seconds'], data900['TravelDelta'], color='red') \n",
|
||
"#sc = ax1.plot(data1000['seconds'], data1000['TravelDelta'], color='green') \n",
|
||
"sc = ax1.plot(data1200['seconds'], data1200['TravelDeltaOriginal']*1000, color='gray') \n",
|
||
"sc = ax1.plot(data1200['seconds'], data1200['TravelDelta2'], color='red') \n",
|
||
"\n",
|
||
"##sc = ax1.plot(data1200['seconds'], data1200['TravelDelta'], color='green') \n",
|
||
"#sc = ax1.plot(dataN1200['seconds'], dataN1200['TravelDelta'], color='purple') \n",
|
||
"#sc = ax1.plot(dataN1100['seconds'], dataN1100['TravelDelta'], color='orange') \n",
|
||
"#sc = ax1.plot(data1350['seconds'], data1350['TravelDelta'], color='black') \n",
|
||
"#sc = plt.scatter(setToPlot['seconds'], setToPlot['Pyrometer'],color='red') \n",
|
||
"#sc = plt.scatter(setToPlot['seconds'], setToPlot['Heating'], color='green') \n",
|
||
"# Add color bar to show the color scale\n",
|
||
"ax1.set_ylabel('Швидкість ходу поршня, μm/с')\n",
|
||
"#ax1.set_ylim(400, 1000)\n",
|
||
"#ax1.set_xlim(300, 1400)\n",
|
||
"ax1.set_title('Швидкість ходу поршня до і після усереднення')\n",
|
||
"ax1.set_xlabel('час, с')\n",
|
||
"ax1.grid(True)\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 11,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"def plot_data_Travel(data, title):\n",
|
||
" setToPlot = data.copy()\n",
|
||
" #setToPlot = setToPlot[(setToPlot['seconds'] > 0) & (setToPlot['seconds'] <650)].copy()\n",
|
||
" #setToPlot = setToPlot[(setToPlot['Heating'] > 0)].copy()\n",
|
||
"\n",
|
||
" #setToPlot = setToPlot[(setToPlot['Pyrometer'] < 900)].copy()\n",
|
||
" #setToPlot = setToPlot[(setToPlot['seconds'] < 850)].copy()\n",
|
||
" plt.figure(figsize=(40, 6))\n",
|
||
" fig, ax1 = plt.subplots( figsize=(40, 6))\n",
|
||
" sc2 = ax1.plot(setToPlot['seconds'], setToPlot['TravelRelative'], color='red')\n",
|
||
" sc2 = ax1.plot(setToPlot['seconds'], setToPlot['TravelRelative'], color='red')\n",
|
||
" TravelDeltaOriginal\n",
|
||
" #sc2 = ax1.plot(setToPlot['seconds'], setToPlot['TravelRelativeCorrected'], color='green')\n",
|
||
" #sc2 = ax1.plot(setToPlot['seconds'], setToPlot['TravelRelativeCorrectedShifted'], color='blue')\n",
|
||
" sc2 = ax1.plot(setToPlot['seconds'], setToPlot['TravelRelativeTempCorrected'], color='orange')\n",
|
||
"\n",
|
||
" \n",
|
||
" ax1.set_ylabel('TrevelRelative')\n",
|
||
" #ax1.set_ylim(0, 800)\n",
|
||
" #ax1.set_ylim(0, 4000)\n",
|
||
" ax1.set_title(title)\n",
|
||
" ax1.set_xlabel('seconds')\n",
|
||
" ax1.grid(True)\n",
|
||
" plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 12,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"ename": "NameError",
|
||
"evalue": "name 'TravelDeltaOriginal' is not defined",
|
||
"output_type": "error",
|
||
"traceback": [
|
||
"\u001b[31m---------------------------------------------------------------------------\u001b[39m",
|
||
"\u001b[31mNameError\u001b[39m Traceback (most recent call last)",
|
||
"\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[12]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m \u001b[43mplot_data_Travel\u001b[49m\u001b[43m(\u001b[49m\u001b[43mdata900\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[33;43m'\u001b[39;49m\u001b[33;43m900\u001b[39;49m\u001b[33;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[32m 2\u001b[39m plot_data_Travel(data1000, \u001b[33m'\u001b[39m\u001b[33m1000\u001b[39m\u001b[33m'\u001b[39m)\n\u001b[32m 3\u001b[39m plot_data_Travel(data1200, \u001b[33m'\u001b[39m\u001b[33m1200\u001b[39m\u001b[33m'\u001b[39m)\n",
|
||
"\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[11]\u001b[39m\u001b[32m, line 12\u001b[39m, in \u001b[36mplot_data_Travel\u001b[39m\u001b[34m(data, title)\u001b[39m\n\u001b[32m 10\u001b[39m sc2 = ax1.plot(setToPlot[\u001b[33m'\u001b[39m\u001b[33mseconds\u001b[39m\u001b[33m'\u001b[39m], setToPlot[\u001b[33m'\u001b[39m\u001b[33mTravelRelative\u001b[39m\u001b[33m'\u001b[39m], color=\u001b[33m'\u001b[39m\u001b[33mred\u001b[39m\u001b[33m'\u001b[39m)\n\u001b[32m 11\u001b[39m sc2 = ax1.plot(setToPlot[\u001b[33m'\u001b[39m\u001b[33mseconds\u001b[39m\u001b[33m'\u001b[39m], setToPlot[\u001b[33m'\u001b[39m\u001b[33mTravelRelative\u001b[39m\u001b[33m'\u001b[39m], color=\u001b[33m'\u001b[39m\u001b[33mred\u001b[39m\u001b[33m'\u001b[39m)\n\u001b[32m---> \u001b[39m\u001b[32m12\u001b[39m \u001b[43mTravelDeltaOriginal\u001b[49m\n\u001b[32m 13\u001b[39m \u001b[38;5;66;03m#sc2 = ax1.plot(setToPlot['seconds'], setToPlot['TravelRelativeCorrected'], color='green')\u001b[39;00m\n\u001b[32m 14\u001b[39m \u001b[38;5;66;03m#sc2 = ax1.plot(setToPlot['seconds'], setToPlot['TravelRelativeCorrectedShifted'], color='blue')\u001b[39;00m\n\u001b[32m 15\u001b[39m sc2 = ax1.plot(setToPlot[\u001b[33m'\u001b[39m\u001b[33mseconds\u001b[39m\u001b[33m'\u001b[39m], setToPlot[\u001b[33m'\u001b[39m\u001b[33mTravelRelativeTempCorrected\u001b[39m\u001b[33m'\u001b[39m], color=\u001b[33m'\u001b[39m\u001b[33morange\u001b[39m\u001b[33m'\u001b[39m)\n",
|
||
"\u001b[31mNameError\u001b[39m: name 'TravelDeltaOriginal' is not defined"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<Figure size 4000x600 with 0 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"data": {
|
||
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|
||
"text/plain": [
|
||
"<Figure size 4000x600 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"plot_data_Travel(data900, '900')\n",
|
||
"plot_data_Travel(data1000, '1000')\n",
|
||
"plot_data_Travel(data1200, '1200')\n",
|
||
"plot_data_Travel(dataN1200, 'N1200')\n",
|
||
"#plot_data_Travel(dataN1100, 'N1100')\n",
|
||
"#plot_data_Travel(data1350, '1350')"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"def plot_data_TravelDelta(data, title):\n",
|
||
" setToPlot = data.copy()\n",
|
||
" #setToPlot = setToPlot[(setToPlot['seconds'] > 0) & (setToPlot['seconds'] <650)].copy()\n",
|
||
" #setToPlot = setToPlot[(setToPlot['Heating'] > 0)].copy()\n",
|
||
"\n",
|
||
" #setToPlot = setToPlot[(setToPlot['Pyrometer'] < 900)].copy()\n",
|
||
" #setToPlot = setToPlot[(setToPlot['seconds'] < 850)].copy()\n",
|
||
"\n",
|
||
" # setToPlot['Heating'] = (setToPlot['Heating']*10).astype(int)\n",
|
||
" plt.figure(figsize=(40, 6))\n",
|
||
" fig, ax1 = plt.subplots( figsize=(40, 6))\n",
|
||
" sc = ax1.plot(setToPlot['Pyrometer'], setToPlot['TravelDelta'], color='red') \n",
|
||
" #sc = ax1.plot(setToPlot['seconds'], setToPlot['TravelRelativeTempCorrectedShifted'], color='red') \n",
|
||
" #sc = ax1.plot(setToPlot['seconds'], setToPlot['TravelDelta'], color='green') \n",
|
||
" #sc = ax1.plot(setToPlot['Pyrometer'], setToPlot['AV Force']*10, color='blue') \n",
|
||
" # sc = ax1.plot(setToPlot['seconds'], setToPlot['Heating']) \n",
|
||
" #sc = plt.scatter(setToPlot['seconds'], setToPlot['Pyrometer'],color='red') \n",
|
||
" #sc = plt.scatter(setToPlot['seconds'], setToPlot['Heating'], color='green') \n",
|
||
" # ax2 = ax1.twinx()\n",
|
||
" # sc2 = ax2.plot(setToPlot['seconds'], setToPlot['TravelDelta'], color='green')\n",
|
||
" # Add color bar to show the color scale\n",
|
||
" # ax2.set_ylim(0, 10)\n",
|
||
" # ax2.set_ylabel('TravelDelta')\n",
|
||
" ax1.set_ylabel('seconds, TravelDelta')\n",
|
||
" # ax1.set_ylim(400, 1000)\n",
|
||
" # ax1.set_xlim(300, 1400)\n",
|
||
" # ax2.set_xlim(300, 1400)\n",
|
||
" ax1.set_title(title)\n",
|
||
" ax1.set_xlabel('seconds')\n",
|
||
" ax1.grid(True)\n",
|
||
" plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
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|
||
"text/plain": [
|
||
"<Figure size 4000x600 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"setToPlot = data1000\n",
|
||
"#setToPlot = setToPlot[(setToPlot['seconds'] > 550) & (setToPlot['seconds'] <650)].copy()\n",
|
||
" \n",
|
||
"\n",
|
||
"plt.figure(figsize=(40, 6))\n",
|
||
"#sc = plt.scatter(setToPlot['seconds'], setToPlot['TravelDelta'], c=setToPlot['Pyrometer'], cmap='viridis') \n",
|
||
"sc = plt.plot(setToPlot['seconds'], setToPlot['TravelDelta']) \n",
|
||
"\n",
|
||
"# Add color bar to show the color scale\n",
|
||
"#plt.colorbar(sc, label='Temperature')\n",
|
||
"#plt.title('-')\n",
|
||
"plt.xlabel('seconds')\n",
|
||
"plt.ylabel('TravelDelta')\n",
|
||
"plt.grid(True)\n",
|
||
"plt.show()\n",
|
||
"\n",
|
||
"#setToPlot.head(50)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<Figure size 4000x600 with 0 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"data": {
|
||
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||
"text/plain": [
|
||
"<Figure size 4000x600 with 1 Axes>"
|
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]
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||
},
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||
"metadata": {},
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||
"output_type": "display_data"
|
||
},
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||
{
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||
"data": {
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||
"text/plain": [
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||
"<Figure size 4000x600 with 0 Axes>"
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]
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||
},
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"metadata": {},
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||
"output_type": "display_data"
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||
},
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||
{
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"data": {
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||
"text/plain": [
|
||
"<Figure size 4000x600 with 1 Axes>"
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]
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||
},
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||
"metadata": {},
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||
"output_type": "display_data"
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||
},
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||
{
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||
"data": {
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||
"text/plain": [
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||
"<Figure size 4000x600 with 0 Axes>"
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||
]
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||
},
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"metadata": {},
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||
"output_type": "display_data"
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||
},
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||
{
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"data": {
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|
||
"text/plain": [
|
||
"<Figure size 4000x600 with 1 Axes>"
|
||
]
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||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
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||
{
|
||
"data": {
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||
"text/plain": [
|
||
"<Figure size 4000x600 with 0 Axes>"
|
||
]
|
||
},
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||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
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||
"data": {
|
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|
||
"text/plain": [
|
||
"<Figure size 4000x600 with 1 Axes>"
|
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]
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||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
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||
"data": {
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||
"text/plain": [
|
||
"<Figure size 4000x600 with 0 Axes>"
|
||
]
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||
},
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||
"metadata": {},
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||
"output_type": "display_data"
|
||
},
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||
{
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||
"data": {
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|
||
"text/plain": [
|
||
"<Figure size 4000x600 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"plot_data_TravelDelta(data900, '900')\n",
|
||
"plot_data_TravelDelta(data1000, '1000')\n",
|
||
"plot_data_TravelDelta(data1200, '1200')\n",
|
||
"plot_data_TravelDelta(dataN1200, 'N1200')\n",
|
||
"plot_data_TravelDelta(data1350, '1350')\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 640x480 with 2 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"import seaborn as sns\n",
|
||
"#data1000.corr()\n",
|
||
"selected_columns = ['Pyrometer', '', 'column3']\n",
|
||
"new_df = data1000[selected_columns].copy()\n",
|
||
"corr_matrix = new_df.corr()\n",
|
||
"\n",
|
||
"# Побудова теплової карти\n",
|
||
"sns.heatmap(corr_matrix, annot=True, cmap='coolwarm', fmt=\".2f\")\n",
|
||
"plt.title(\"Кореляційна матриця\")\n",
|
||
"plt.show()\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 18,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"Mean Squared Error: 2893.90950167473\n",
|
||
"Kernel parameters: 3.16**2 * RationalQuadratic(alpha=0.114, length_scale=1.28)\n"
|
||
]
|
||
},
|
||
{
|
||
"name": "stderr",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"c:\\Users\\arros\\miniconda3\\Lib\\site-packages\\sklearn\\gaussian_process\\kernels.py:452: ConvergenceWarning: The optimal value found for dimension 0 of parameter k1__constant_value is close to the specified upper bound 10.0. Increasing the bound and calling fit again may find a better value.\n",
|
||
" warnings.warn(\n"
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"from sklearn.gaussian_process import GaussianProcessRegressor\n",
|
||
"from sklearn.gaussian_process.kernels import RBF, Matern, RationalQuadratic, ExpSineSquared, DotProduct, ConstantKernel as C\n",
|
||
"from sklearn.model_selection import train_test_split\n",
|
||
"from sklearn.metrics import mean_squared_error\n",
|
||
"\n",
|
||
"\n",
|
||
"# Select the relevant columns\n",
|
||
"X = pd.concat( [data900,data1000,data1200], axis=0)\n",
|
||
"y = pd.concat( [data900,data1000,data1200], axis=0)\n",
|
||
"\n",
|
||
"X = X[['seconds','Heating', 'Pyrometer', 'AV Force']]\n",
|
||
"y = y['TravelRelativeCorrected']\n",
|
||
"\n",
|
||
"\n",
|
||
"# Split the data into training and testing sets\n",
|
||
"X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n",
|
||
"\n",
|
||
"# Define the kernel for the GPR model\n",
|
||
"kernels = [\n",
|
||
" C(1.0, (1e-4, 1e1)) * RBF(length_scale=1.0),\n",
|
||
" C(1.0, (1e-4, 1e1)) * Matern(length_scale=1.0, nu=1.5),\n",
|
||
" C(1.0, (1e-4, 1e1)) * RationalQuadratic(length_scale=1.0, alpha=0.1),\n",
|
||
" C(1.0, (1e-4, 1e1)) * ExpSineSquared(length_scale=1.0, periodicity=3.0),\n",
|
||
" C(1.0, (1e-4, 1e1)) * DotProduct(sigma_0=1.0)\n",
|
||
"]\n",
|
||
"kernel = kernels[2]\n",
|
||
"\n",
|
||
"# Create and train the GPR model\n",
|
||
"gpr = GaussianProcessRegressor(kernel=kernel, n_restarts_optimizer=10, alpha=1e-2)\n",
|
||
"gpr.fit(X_train, y_train)\n",
|
||
"\n",
|
||
"# Make predictions\n",
|
||
"y_pred = gpr.predict(X_test)\n",
|
||
"\n",
|
||
"# Evaluate the model\n",
|
||
"mse = mean_squared_error(y_test, y_pred)\n",
|
||
"print(f'Mean Squared Error: {mse}')\n",
|
||
"\n",
|
||
"# Print the kernel parameters\n",
|
||
"print(f'Kernel parameters: {gpr.kernel_}')"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stderr",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"c:\\Users\\arros\\miniconda3\\Lib\\site-packages\\sklearn\\gaussian_process\\_gpr.py:660: ConvergenceWarning: lbfgs failed to converge (status=2):\n",
|
||
"ABNORMAL_TERMINATION_IN_LNSRCH.\n",
|
||
"\n",
|
||
"Increase the number of iterations (max_iter) or scale the data as shown in:\n",
|
||
" https://scikit-learn.org/stable/modules/preprocessing.html\n",
|
||
" _check_optimize_result(\"lbfgs\", opt_res)\n"
|
||
]
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"Mean Squared Error: 1.1976613823991402e-05\n",
|
||
"Kernel parameters: 2.93e+03**2 * RationalQuadratic(alpha=9.14e-05, length_scale=1.21e+03)\n"
|
||
]
|
||
},
|
||
{
|
||
"ename": "",
|
||
"evalue": "",
|
||
"output_type": "error",
|
||
"traceback": [
|
||
"\u001b[1;31mThe Kernel crashed while executing code in the current cell or a previous cell. \n",
|
||
"\u001b[1;31mPlease review the code in the cell(s) to identify a possible cause of the failure. \n",
|
||
"\u001b[1;31mClick <a href='https://aka.ms/vscodeJupyterKernelCrash'>here</a> for more info. \n",
|
||
"\u001b[1;31mView Jupyter <a href='command:jupyter.viewOutput'>log</a> for further details."
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"from sklearn.gaussian_process import GaussianProcessRegressor\n",
|
||
"from sklearn.gaussian_process.kernels import RBF, Matern, RationalQuadratic, ExpSineSquared, DotProduct, ConstantKernel as C\n",
|
||
"from sklearn.model_selection import train_test_split\n",
|
||
"from sklearn.metrics import mean_squared_error\n",
|
||
"\n",
|
||
"# data1000 \n",
|
||
"# data900 \n",
|
||
"# data1350 -- bad data\n",
|
||
"# data1200 \n",
|
||
"# dataN1200 -- Different rate?\n",
|
||
"# dataN1100 -- bad data?\n",
|
||
"\n",
|
||
"# data1000 = data1000.sort_values(by=['seconds'])\n",
|
||
"# data900 = data900.sort_values(by=['seconds'])\n",
|
||
"# data1200 = data1200.sort_values(by=['seconds'])\n",
|
||
"# data1350 = data1350.sort_values(by=['seconds'])\n",
|
||
"# dataN1200 = dataN1200.sort_values(by=['seconds'])\n",
|
||
"# dataN1100 = dataN1100.sort_values(by=['seconds'])\n",
|
||
"\n",
|
||
"# Select the relevant columns\n",
|
||
"#D = pd.concat( [data900, data1000, data1200, data1350,dataN1200,dataN1100], axis=0)\n",
|
||
"D = pd.concat( [data900, data1000, data1200,dataN1200], axis=0)\n",
|
||
"#D = pd.concat( [data900, data1000,dataN1200], axis=0)\n",
|
||
"#D = pd.concat( [data900, data1000, data1200], axis=0)\n",
|
||
"\n",
|
||
"#TravelRelativeCorrectedShifted\n",
|
||
"\n",
|
||
"#X_train = X[['seconds','Heating', 'Pyrometer', 'AV Force']]\n",
|
||
"X_train = D[['seconds','TravelRelativeTempCorrected', 'Pyrometer','PyrometerShifted']]\n",
|
||
"#X_train = X[['seconds','Heating', 'Pyrometer']]\n",
|
||
"y_train = D['TravelRelativeTempCorrectedShifted']\n",
|
||
"\n",
|
||
" # Define the kernel for the GPR model\n",
|
||
"kernels = [\n",
|
||
" C(1.0, (1e-4, 1e9)) * RBF(length_scale=1.0),\n",
|
||
" C(1.0, (1e-4, 1e9)) * Matern(length_scale=1.0, nu=1.5),\n",
|
||
" C(1.0, (1e-4, 1e9)) * RationalQuadratic(length_scale=1.0, alpha=0.1),\n",
|
||
" C(1.0, (1e-4, 1e9)) * ExpSineSquared(length_scale=1.0, periodicity=3.0),\n",
|
||
" C(1.0, (1e-4, 1e9)) * DotProduct(sigma_0=1.0)\n",
|
||
"]\n",
|
||
"kernel = kernels[2]\n",
|
||
"\n",
|
||
"# Create and train the GPR model\n",
|
||
"gpr = GaussianProcessRegressor(kernel=kernel, n_restarts_optimizer=100, alpha=1e-3)\n",
|
||
"gpr.fit(X_train, y_train)\n",
|
||
"\n",
|
||
"# Make predictions\n",
|
||
"\n",
|
||
"#X_test = data1000[['seconds','Heating', 'Pyrometer', 'AV Force']]\n",
|
||
"X_test = dataN1200[['seconds','TravelRelativeTempCorrected', 'Pyrometer','PyrometerShifted']]\n",
|
||
"#X_test = data1000[['seconds','Heating', 'Pyrometer']]\n",
|
||
"y_test = dataN1200['TravelRelativeTempCorrectedShifted']\n",
|
||
"\n",
|
||
"y_pred = gpr.predict(X_test)\n",
|
||
"\n",
|
||
"\n",
|
||
"# Evaluate the model\n",
|
||
"mse = mean_squared_error(y_test, y_pred)\n",
|
||
"print(f'Mean Squared Error: {mse}')\n",
|
||
"\n",
|
||
"# Print the kernel parameters\n",
|
||
"print(f'Kernel parameters: {gpr.kernel_}')"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 19,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<Figure size 1500x600 with 0 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"data": {
|
||
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",
|
||
"text/plain": [
|
||
"<Figure size 1500x600 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"plt.figure(figsize=(15, 6))\n",
|
||
"fig, ax1 = plt.subplots( figsize=(15, 6))\n",
|
||
"\n",
|
||
"sc = ax1.plot(data1200['seconds'], data1200['TravelRelativeTempCorrectedShifted'], color='grey') \n",
|
||
"#sc = ax1.plot(data1350['seconds'], data1350['TravelRelativeTempCorrectedShifted'], color='grey') \n",
|
||
"#sc = ax1.plot(data1000['seconds'], data1000['TravelRelativeTempCorrectedShifted'], color='grey') \n",
|
||
"sc = ax1.plot(data900['seconds'], data900['TravelRelativeTempCorrectedShifted'], color='grey') \n",
|
||
"sc = ax1.plot(dataN1200['seconds'], dataN1200['TravelRelativeTempCorrectedShifted'], color='green') \n",
|
||
"sc = ax1.plot(data1000['seconds'], data1000['TravelRelativeTempCorrectedShifted'], color='grey') \n",
|
||
"sc = ax1.plot(X_test['seconds'], y_pred, color='red') \n",
|
||
"#sc = plt.scatter(setToPlot['seconds'], setToPlot['Pyrometer'],color='red') \n",
|
||
"#sc = plt.scatter(setToPlot['seconds'], setToPlot['Heating'], color='green') \n",
|
||
"# Add color bar to show the color scale\n",
|
||
"#ax1.set_ylabel('Pyrometer, Heating')\n",
|
||
"#ax1.set_ylim(400, 1000)\n",
|
||
"#ax1.set_xlim(300, 1400)\n",
|
||
"ax1.set_title('Поріваняння передбаченого моделлю ходу поршня з реальними даними')\n",
|
||
"ax1.set_xlabel('час, с')\n",
|
||
"ax1.set_ylabel('хід поршня, μм')\n",
|
||
"ax1.grid(True)\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
" seconds TravelRelativeTempCorrected Pyrometer PyrometerShifted\n",
|
||
"0 1 0.0 463 482.0\n"
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"\n",
|
||
"PredictionSet = data1000.head(1)\n",
|
||
"PredictionSet = PredictionSet[['seconds','TravelRelativeTempCorrected', 'Pyrometer','PyrometerShifted']]\n",
|
||
"PredictionSet = PredictionSet.reset_index(drop=True)\n",
|
||
"time = PredictionSet['seconds'].iloc[0]\n",
|
||
"\n",
|
||
"newRegime = PredictionSet.copy()\n",
|
||
"\n",
|
||
"heating = 1\n",
|
||
"\n",
|
||
"print(PredictionSet)\n",
|
||
"while time < 4000 and ( heating == 1 or PredictionSet['PyrometerShifted'].iloc[0] > 1000) :\n",
|
||
" TravelRelativeTempCorrectedPredicted = gpr.predict(PredictionSet, return_std=True); \n",
|
||
" #print(TravelRelativeTempCorrectedPredicted[0][0])\n",
|
||
" if PredictionSet['PyrometerShifted'].iloc[0] > 1200:\n",
|
||
" heating = 0\n",
|
||
" time = time + 10\n",
|
||
" PredictionSet.loc[0,'seconds'] = time\n",
|
||
" PredictionSet.loc[0,'TravelRelativeTempCorrected'] = TravelRelativeTempCorrectedPredicted[0][0]\n",
|
||
" PredictionSet.loc[0,'Pyrometer'] = PredictionSet['PyrometerShifted'].iloc[0]\n",
|
||
" if heating:\n",
|
||
" PredictionSet.loc[0,'PyrometerShifted'] = PredictionSet['PyrometerShifted'].iloc[0] + 8\n",
|
||
" else:\n",
|
||
" PredictionSet.loc[0,'PyrometerShifted'] = PredictionSet['PyrometerShifted'].iloc[0] -30\n",
|
||
" #print(PredictionSet)\n",
|
||
" newRegime = pd.concat([newRegime, PredictionSet], ignore_index=True)\n",
|
||
" newRegime.at[newRegime.index[-1],'STD'] = TravelRelativeTempCorrectedPredicted[1][0]\n",
|
||
"#newRegime.head(100)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"def calulate_TargetDensificationRateValue(value):\n",
|
||
" if value < 0.40:\n",
|
||
" return 1\n",
|
||
" elif 0.40 <= value < 0.70:\n",
|
||
" # Лінійне зростання від 0 до 110\n",
|
||
" return ((value - 0.40) / (0.70 - 0.40) * 110)+1\n",
|
||
"\n",
|
||
" elif 0.70 <= value < 0.85:\n",
|
||
" return 50\n",
|
||
" elif 0.85 <= value < 0.97:\n",
|
||
" # Лінійне зменшення від 50 до 0\n",
|
||
" return (0.97 - value) / (0.97 - 0.85) * 50\n",
|
||
" else:\n",
|
||
" return 0\n",
|
||
"\n",
|
||
"def calulate_TargetDensificationRate(column):\n",
|
||
" result = []\n",
|
||
" for value in column:\n",
|
||
" result.append(calulate_TargetDensificationRateValue(value))\n",
|
||
" return pd.Series(result, index=column.index)\n",
|
||
"\n",
|
||
"def find_closest_index(column, target_value):\n",
|
||
" squared_diff = (column - target_value) ** 2\n",
|
||
" return squared_diff.idxmin()\n",
|
||
"\n",
|
||
"#calulate_TargetDensificationRate(0.45)\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stderr",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"c:\\Users\\arros\\miniconda3\\Lib\\site-packages\\sklearn\\gaussian_process\\_gpr.py:478: UserWarning: Predicted variances smaller than 0. Setting those variances to 0.\n",
|
||
" warnings.warn(\n",
|
||
"c:\\Users\\arros\\miniconda3\\Lib\\site-packages\\sklearn\\gaussian_process\\_gpr.py:478: UserWarning: Predicted variances smaller than 0. Setting those variances to 0.\n",
|
||
" warnings.warn(\n",
|
||
"c:\\Users\\arros\\miniconda3\\Lib\\site-packages\\sklearn\\gaussian_process\\_gpr.py:478: UserWarning: Predicted variances smaller than 0. Setting those variances to 0.\n",
|
||
" warnings.warn(\n",
|
||
"c:\\Users\\arros\\miniconda3\\Lib\\site-packages\\sklearn\\gaussian_process\\_gpr.py:478: UserWarning: Predicted variances smaller than 0. Setting those variances to 0.\n",
|
||
" warnings.warn(\n",
|
||
"c:\\Users\\arros\\miniconda3\\Lib\\site-packages\\sklearn\\gaussian_process\\_gpr.py:478: UserWarning: Predicted variances smaller than 0. Setting those variances to 0.\n",
|
||
" warnings.warn(\n",
|
||
"c:\\Users\\arros\\miniconda3\\Lib\\site-packages\\sklearn\\gaussian_process\\_gpr.py:478: UserWarning: Predicted variances smaller than 0. Setting those variances to 0.\n",
|
||
" warnings.warn(\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/html": [
|
||
"<div>\n",
|
||
"<style scoped>\n",
|
||
" .dataframe tbody tr th:only-of-type {\n",
|
||
" vertical-align: middle;\n",
|
||
" }\n",
|
||
"\n",
|
||
" .dataframe tbody tr th {\n",
|
||
" vertical-align: top;\n",
|
||
" }\n",
|
||
"\n",
|
||
" .dataframe thead th {\n",
|
||
" text-align: right;\n",
|
||
" }\n",
|
||
"</style>\n",
|
||
"<table border=\"1\" class=\"dataframe\">\n",
|
||
" <thead>\n",
|
||
" <tr style=\"text-align: right;\">\n",
|
||
" <th></th>\n",
|
||
" <th>seconds</th>\n",
|
||
" <th>TravelRelativeTempCorrected</th>\n",
|
||
" <th>Pyrometer</th>\n",
|
||
" <th>PyrometerShifted</th>\n",
|
||
" <th>STD</th>\n",
|
||
" </tr>\n",
|
||
" </thead>\n",
|
||
" <tbody>\n",
|
||
" <tr>\n",
|
||
" <th>0</th>\n",
|
||
" <td>1.0</td>\n",
|
||
" <td>0.0000</td>\n",
|
||
" <td>463.0</td>\n",
|
||
" <td>463.0</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1</th>\n",
|
||
" <td>21.0</td>\n",
|
||
" <td>12.1875</td>\n",
|
||
" <td>492.0</td>\n",
|
||
" <td>506.0</td>\n",
|
||
" <td>0.006659</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2</th>\n",
|
||
" <td>31.0</td>\n",
|
||
" <td>23.4375</td>\n",
|
||
" <td>506.0</td>\n",
|
||
" <td>520.0</td>\n",
|
||
" <td>0.003967</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>3</th>\n",
|
||
" <td>41.0</td>\n",
|
||
" <td>36.0000</td>\n",
|
||
" <td>518.0</td>\n",
|
||
" <td>530.0</td>\n",
|
||
" <td>0.004734</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>4</th>\n",
|
||
" <td>51.0</td>\n",
|
||
" <td>48.7500</td>\n",
|
||
" <td>527.0</td>\n",
|
||
" <td>536.0</td>\n",
|
||
" <td>0.005167</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>5</th>\n",
|
||
" <td>61.0</td>\n",
|
||
" <td>62.2500</td>\n",
|
||
" <td>535.0</td>\n",
|
||
" <td>543.0</td>\n",
|
||
" <td>0.004931</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>6</th>\n",
|
||
" <td>71.0</td>\n",
|
||
" <td>76.5000</td>\n",
|
||
" <td>543.0</td>\n",
|
||
" <td>551.0</td>\n",
|
||
" <td>0.004734</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>7</th>\n",
|
||
" <td>81.0</td>\n",
|
||
" <td>90.8750</td>\n",
|
||
" <td>550.0</td>\n",
|
||
" <td>557.0</td>\n",
|
||
" <td>0.004632</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>8</th>\n",
|
||
" <td>91.0</td>\n",
|
||
" <td>105.3750</td>\n",
|
||
" <td>557.0</td>\n",
|
||
" <td>564.0</td>\n",
|
||
" <td>0.005074</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>9</th>\n",
|
||
" <td>101.0</td>\n",
|
||
" <td>120.2500</td>\n",
|
||
" <td>564.0</td>\n",
|
||
" <td>571.0</td>\n",
|
||
" <td>0.004834</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"</div>"
|
||
],
|
||
"text/plain": [
|
||
" seconds TravelRelativeTempCorrected Pyrometer PyrometerShifted STD\n",
|
||
"0 1.0 0.0000 463.0 463.0 NaN\n",
|
||
"1 21.0 12.1875 492.0 506.0 0.006659\n",
|
||
"2 31.0 23.4375 506.0 520.0 0.003967\n",
|
||
"3 41.0 36.0000 518.0 530.0 0.004734\n",
|
||
"4 51.0 48.7500 527.0 536.0 0.005167\n",
|
||
"5 61.0 62.2500 535.0 543.0 0.004931\n",
|
||
"6 71.0 76.5000 543.0 551.0 0.004734\n",
|
||
"7 81.0 90.8750 550.0 557.0 0.004632\n",
|
||
"8 91.0 105.3750 557.0 564.0 0.005074\n",
|
||
"9 101.0 120.2500 564.0 571.0 0.004834"
|
||
]
|
||
},
|
||
"execution_count": 437,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"\n",
|
||
"\n",
|
||
"PredictionSet = data1000.head(1)\n",
|
||
"PredictionSet = PredictionSet[['seconds','TravelRelativeTempCorrected', 'Pyrometer','PyrometerShifted']]\n",
|
||
"PredictionSet = PredictionSet.reset_index(drop=True)\n",
|
||
"time = PredictionSet['seconds'].iloc[0]\n",
|
||
"numberOfOptions = 60\n",
|
||
"newRegime = PredictionSet.copy()\n",
|
||
"for i in range(0, numberOfOptions):\n",
|
||
" PredictionSet = pd.concat([newRegime]*numberOfOptions, ignore_index=True)\n",
|
||
"heating = 1\n",
|
||
"#print(newRegime)\n",
|
||
"\n",
|
||
"density=0\n",
|
||
"time = time + 10\n",
|
||
"for i in range(0, numberOfOptions):\n",
|
||
" PredictionSet.loc[i,'seconds'] = time\n",
|
||
" PredictionSet.loc[i,'PyrometerShifted'] = PredictionSet['PyrometerShifted'].iloc[i] + i-5\n",
|
||
"\n",
|
||
"#print(PredictionSet)\n",
|
||
"while time < 1000 and (density<0.96 ) :\n",
|
||
" \n",
|
||
" TravelRelativeTempCorrectedPredicted = gpr.predict(PredictionSet, return_std=True); \n",
|
||
" #print(TravelRelativeTempCorrectedPredicted[0][0])\n",
|
||
" #select best prediction\n",
|
||
" \n",
|
||
" densificationRate = ( TravelRelativeTempCorrectedPredicted[0]-PredictionSet['TravelRelativeTempCorrected'])/10/1000\n",
|
||
" density = calulate_density(PredictionSet['TravelRelativeTempCorrected'].iloc[0])\n",
|
||
" targetRate = calulate_TargetDensificationRateValue(density)\n",
|
||
" predictedRates = pd.Series(TravelRelativeTempCorrectedPredicted[0]-PredictionSet.loc[0,'TravelRelativeTempCorrected'])\n",
|
||
" #print(predictedRates)\n",
|
||
" bestIndex = find_closest_index(predictedRates, targetRate)\n",
|
||
" #print(targetRate)\n",
|
||
" #print(bestIndex)\n",
|
||
" time = time + 10\n",
|
||
" for i in range(0, numberOfOptions):\n",
|
||
" PredictionSet.loc[i,'seconds'] = time\n",
|
||
" PredictionSet.loc[i,'TravelRelativeTempCorrected'] = TravelRelativeTempCorrectedPredicted[0][bestIndex]\n",
|
||
" PredictionSet.loc[i,'Pyrometer'] = PredictionSet['PyrometerShifted'].iloc[bestIndex]\n",
|
||
" if heating:\n",
|
||
" PredictionSet.loc[i,'PyrometerShifted'] = PredictionSet['PyrometerShifted'].iloc[bestIndex] + i-20\n",
|
||
" else:\n",
|
||
" PredictionSet.loc[i,'PyrometerShifted'] = PredictionSet['PyrometerShifted'].iloc[bestIndex] -30\n",
|
||
" #print(PredictionSet)\n",
|
||
" bestPrediction = PredictionSet.iloc[bestIndex]\n",
|
||
" bestPrediction = pd.DataFrame([bestPrediction])\n",
|
||
" #print(bestPrediction)\n",
|
||
" newRegime = pd.concat([newRegime, bestPrediction], ignore_index=True)\n",
|
||
" #print(newRegime)\n",
|
||
" newRegime.at[newRegime.index[-1],'STD'] = TravelRelativeTempCorrectedPredicted[1][bestIndex]\n",
|
||
"newRegime.head(10)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"(-20.0, 40.0)"
|
||
]
|
||
},
|
||
"execution_count": 438,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<Figure size 1500x600 with 0 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1500x600 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"plt.figure(figsize=(15, 6))\n",
|
||
"fig, ax1 = plt.subplots( figsize=(15, 6))\n",
|
||
"#heating rate\n",
|
||
"sc = ax1.plot(data1200['seconds'], data1200['PyrometerShifted'] - data1200['Pyrometer'], color='gray') \n",
|
||
"sc = ax1.plot(data900['seconds'], data900['PyrometerShifted'] - data900['Pyrometer'], color='gray') \n",
|
||
"sc = ax1.plot(data1000['seconds'], data1000['PyrometerShifted'] - data1000['Pyrometer'], color='gray') \n",
|
||
"sc = ax1.plot(dataN1200['seconds'], dataN1200['PyrometerShifted'] - dataN1200['Pyrometer'], color='gray') \n",
|
||
"sc = ax1.plot(newRegime['seconds'], newRegime['PyrometerShifted'] - newRegime['Pyrometer'], color='red') \n",
|
||
"ax1.set_title('Швидкість нагріву в віртуальному експерименті в порівнянні з реальним даними')\n",
|
||
"ax1.set_xlabel('час в секундах')\n",
|
||
"ax1.set_ylabel('Швидкість °C/c')\n",
|
||
"ax1.set_ylim(-20, 40 )"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<Figure size 1500x600 with 0 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1500x600 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"plt.figure(figsize=(15, 6))\n",
|
||
"fig, ax1 = plt.subplots( figsize=(15, 6))\n",
|
||
"\n",
|
||
"#densification rate\n",
|
||
"sc = ax1.plot( calulate_density(data1200['TravelRelativeTempCorrected']), data1200['TravelRelativeTempCorrected'] - data1200['TravelRelativeTempCorrected'].shift(1), color='grey')\n",
|
||
"sc = ax1.plot( calulate_density(data1000['TravelRelativeTempCorrected']), data1000['TravelRelativeTempCorrected'] - data1000['TravelRelativeTempCorrected'].shift(1), color='grey')\n",
|
||
"sc = ax1.plot( calulate_density(data900['TravelRelativeTempCorrected']), data900['TravelRelativeTempCorrected'] - data900['TravelRelativeTempCorrected'].shift(1), color='grey')\n",
|
||
"sc = ax1.plot( calulate_density(dataN1200['TravelRelativeTempCorrected']), dataN1200['TravelRelativeTempCorrected'] - dataN1200['TravelRelativeTempCorrected'].shift(1), color='grey')\n",
|
||
"sc = ax1.plot( calulate_density(newRegime['TravelRelativeTempCorrected']), newRegime['TravelRelativeTempCorrected'] - newRegime['TravelRelativeTempCorrected'].shift(1), color='red')\n",
|
||
"sc = ax1.plot( calulate_density(newRegime['TravelRelativeTempCorrected']), calulate_TargetDensificationRate(calulate_density(newRegime['TravelRelativeTempCorrected'])), color='green')\n",
|
||
"# sc = ax1.plot(data1000['seconds'], data1000['TravelRelativeTempCorrected'], color='grey') \n",
|
||
"# sc = ax1.plot(newRegime['seconds'], newRegime['TravelRelativeTempCorrected'], color='green') \n",
|
||
"#sc = ax1.plot(newRegime['seconds'], newRegime['STD'], color='green') \n",
|
||
"\n",
|
||
"#densification rate\n",
|
||
"#sc = ax1.plot(data1200['seconds'], data1200['TravelRelativeTempCorrectedShifted']-data1200['TravelRelativeTempCorrected'], color='grey') \n",
|
||
"#sc = ax1.plot(data1000['seconds'], data1000['TravelRelativeTempCorrectedShifted']-data1000['TravelRelativeTempCorrected'], color='grey') \n",
|
||
"#sc = ax1.plot(newRegime['seconds'], newRegime['TravelRelativeTempCorrected'] - newRegime['TravelRelativeTempCorrected'].shift(1), color='green') \n",
|
||
"\n",
|
||
"\n",
|
||
"#sc = ax1.plot(data1200['seconds'], data1200['PyrometerShifted'] - data1200['Pyrometer'].shift(1), color='orange') \n",
|
||
"#sc = ax1.plot(data1350['seconds'], data1350['TravelRelativeTempCorrectedShifted'], color='grey') \n",
|
||
"#sc = ax1.plot(data900['seconds'], data900['TravelRelativeTempCorrectedShifted']-data900['TravelRelativeTempCorrected'], color='grey') \n",
|
||
"#sc = ax1.plot(dataN1200['seconds'], dataN1200['TravelRelativeTempCorrectedShifted']-dataN1200['TravelRelativeTempCorrected'], color='grey') \n",
|
||
"#sc = ax1.plot(dataN1100['seconds'], dataN1100['TravelRelativeTempCorrectedShifted'], color='grey') \n",
|
||
"#sc = ax1.plot(data1000['seconds'], data1000['TravelRelativeTempCorrectedShifted']-data1000['TravelRelativeTempCorrected'], color='grey') \n",
|
||
"#sc = ax1.plot(newRegime['seconds'], newRegime['PyrometerShifted'] - newRegime['Pyrometer'].shift(1), color='red') \n",
|
||
"# df['TravelDelta'] = df['TravelRelativeTempCorrected'] - df['TravelRelativeTempCorrected'].shift(1)\n",
|
||
" \n",
|
||
"\n",
|
||
"#ax1.set_title('title')\n",
|
||
"ax1.set_xlabel('Щільність')\n",
|
||
"ax1.set_ylabel('Швидкість ущільнення')\n",
|
||
"ax1.grid(True)\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<Figure size 1500x600 with 0 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1500x600 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"plt.figure(figsize=(15, 6))\n",
|
||
"fig, ax1 = plt.subplots( figsize=(15, 6))\n",
|
||
"\n",
|
||
"#Temperature\n",
|
||
"sc = ax1.plot(data1200['seconds'], data1200['Pyrometer'], color='grey')\n",
|
||
"sc = ax1.plot(data1000['seconds'], data1000['Pyrometer'], color='grey')\n",
|
||
"sc = ax1.plot(data900['seconds'], data900['Pyrometer'], color='grey')\n",
|
||
"sc = ax1.plot(dataN1200['seconds'], dataN1200['Pyrometer'], color='grey')\n",
|
||
"sc = ax1.plot(newRegime['seconds'], newRegime['Pyrometer'], color='red')\n",
|
||
"\n",
|
||
"ax1.set_title('Порівняння температури з єксперементальними даними')\n",
|
||
"ax1.set_xlabel('Час, с')\n",
|
||
"ax1.set_ylabel('Температура °C')\n",
|
||
"ax1.grid(True)\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<Figure size 1500x600 with 0 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1500x600 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"plt.figure(figsize=(15, 6))\n",
|
||
"fig, ax1 = plt.subplots( figsize=(15, 6))\n",
|
||
"\n",
|
||
"sc = ax1.plot(data1200['seconds'], data1200['TravelRelativeTempCorrectedShifted'], color='grey') \n",
|
||
"#sc = ax1.plot(data1350['seconds'], data1350['TravelRelativeTempCorrectedShifted'], color='grey') \n",
|
||
"sc = ax1.plot(data1000['seconds'], data1000['TravelRelativeTempCorrectedShifted'], color='grey') \n",
|
||
"sc = ax1.plot(data900['seconds'], data900['TravelRelativeTempCorrectedShifted'], color='grey') \n",
|
||
"sc = ax1.plot(dataN1200['seconds'], dataN1200['TravelRelativeTempCorrectedShifted'], color='grey') \n",
|
||
"#sc = ax1.plot(dataN1100['seconds'], dataN1100['TravelRelativeTempCorrectedShifted'], color='grey') \n",
|
||
"sc = ax1.plot(data1000['seconds'], data1000['TravelRelativeTempCorrectedShifted'], color='grey') \n",
|
||
"sc = ax1.plot(newRegime['seconds'], newRegime['TravelRelativeTempCorrected'], color='red') \n",
|
||
" \n",
|
||
"ax1.set_title('Порівняння ходу поршня з єкспериментальними даними')\n",
|
||
"ax1.set_xlabel('час, с')\n",
|
||
"ax1.set_ylabel('хід поршня, μм')\n",
|
||
"ax1.grid(True)\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<Figure size 4000x600 with 0 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"data": {
|
||
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",
|
||
"text/plain": [
|
||
"<Figure size 4000x600 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"plt.figure(figsize=(40, 6))\n",
|
||
"fig, ax1 = plt.subplots( figsize=(40, 6))\n",
|
||
"\n",
|
||
"sc = ax1.plot(data1200['TravelRelativeTempCorrectedShifted'], data1200['Pyrometer'], color='grey') \n",
|
||
"#sc = ax1.plot(data1350['Pyrometer'], data1350['Pyrometer'], color='grey') \n",
|
||
"sc = ax1.plot(data1000['TravelRelativeTempCorrectedShifted'], data1000['Pyrometer'], color='grey') \n",
|
||
"sc = ax1.plot(data900['TravelRelativeTempCorrectedShifted'], data900['Pyrometer'], color='grey') \n",
|
||
"sc = ax1.plot(dataN1200['TravelRelativeTempCorrectedShifted'], dataN1200['Pyrometer'], color='grey') \n",
|
||
"sc = ax1.plot(data1000['TravelRelativeTempCorrectedShifted'], data1000['Pyrometer'], color='grey') \n",
|
||
"sc = ax1.plot(newRegime['TravelRelativeTempCorrected'], newRegime['Pyrometer'], color='red') \n",
|
||
" \n",
|
||
"\n",
|
||
"ax1.set_title('title')\n",
|
||
"ax1.set_xlabel('Microns')\n",
|
||
"ax1.set_ylabel('Pyrometer')\n",
|
||
"ax1.grid(True)\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<Figure size 4000x600 with 0 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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"text/plain": [
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"<Figure size 4000x600 with 1 Axes>"
|
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]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"plt.figure(figsize=(40, 6))\n",
|
||
"fig, ax1 = plt.subplots( figsize=(40, 6))\n",
|
||
"\n",
|
||
"sc = ax1.plot(data1200['seconds'], data1200['Pyrometer'], color='grey') \n",
|
||
"#sc = ax1.plot(data1350['seconds'], data1350['Pyrometer'], color='grey') \n",
|
||
"sc = ax1.plot(data1000['seconds'], data1000['Pyrometer'], color='grey') \n",
|
||
"sc = ax1.plot(data900['seconds'], data900['Pyrometer'], color='grey') \n",
|
||
"sc = ax1.plot(dataN1200['seconds'], dataN1200['Pyrometer'], color='grey') \n",
|
||
"sc = ax1.plot(data1000['seconds'], data1000['Pyrometer'], color='grey') \n",
|
||
"#sc = ax1.plot(dataN1100['seconds'], dataN1100['Pyrometer'], color='grey') \n",
|
||
"sc = ax1.plot(newRegime['seconds'], newRegime['Pyrometer'], color='red') \n",
|
||
" \n",
|
||
"\n",
|
||
"ax1.set_title('title')\n",
|
||
"ax1.set_xlabel('seconds')\n",
|
||
"ax1.set_ylabel('Pyrometer')\n",
|
||
"ax1.grid(True)\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1000x500 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": []
|
||
}
|
||
],
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