diff --git "a/FrgTools/Example Notebooks/Renishaw PL Processing/20210820_\302\265PL_T24.ipynb" "b/FrgTools/Example Notebooks/Renishaw PL Processing/20210820_\302\265PL_T24.ipynb"
new file mode 100644
index 0000000..e841ae9
--- /dev/null
+++ "b/FrgTools/Example Notebooks/Renishaw PL Processing/20210820_\302\265PL_T24.ipynb"
@@ -0,0 +1,3448 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Import"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import frgtools.misc as frgm\n",
+ "import frgtools.plotting\n",
+ "import numpy as np\n",
+ "import matplotlib.pyplot as plt\n",
+ "from matplotlib import style\n",
+ "style.use('ggplot') or plt.style.use('ggplot')\n",
+ "import pandas as pd\n",
+ "import os\n",
+ "import seaborn as sns\n",
+ "from scipy.optimize import curve_fit\n",
+ "from tqdm import tqdm\n",
+ "import matplotlib as mpl\n",
+ "import matplotlib.pyplot as plt\n",
+ "%config InlineBackend.figure_format = 'retina'\n",
+ "from matplotlib import style\n",
+ "mpl.rcParams.update(mpl.rcParamsDefault)\n",
+ "\n",
+ "from scipy.signal import chirp, find_peaks, peak_widths\n",
+ "mpl.rcParams['axes.linewidth'] = 1.75 #set the value globally\n",
+ "\n",
+ "\n",
+ "import matplotlib.colorbar\n",
+ "from mpl_toolkits.axes_grid1 import make_axes_locatable\n",
+ "import matplotlib.ticker as ticker\n",
+ "\n",
+ "# divider = make_axes_locatable(ax_)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Functions"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import os\n",
+ "import numpy as np\n",
+ "from tqdm import tqdm\n",
+ "\n",
+ "\n",
+ "def modified_z_score(intensity):\n",
+ " median_int = np.median(intensity)\n",
+ " mad_int = np.median([np.abs(intensity -median_int)])\n",
+ " modified_z_scores = 0.6745 * (intensity- median_int) / mad_int\n",
+ " return modified_z_scores\n",
+ "\n",
+ "def fixer(y,m=3, th=7):\n",
+ " try:\n",
+ " th = 7 # binarization threshold. \n",
+ " spikes = abs(np.array(modified_z_score(np.diff(y)))) > th\n",
+ " y_out = y.copy() # So we don’t overwrite y\n",
+ " for i in np.arange(len(spikes)):\n",
+ " if spikes[i] != 0: # If we have an spike in position i\n",
+ " w = np.arange(i-m,i+1+m) # we select 2 m + 1 points around our spike\n",
+ " w2 = w[spikes[w] == 0] # From such interval, we choose the ones which are not spikes\n",
+ " y_out[i] = np.mean(y[w2]) # and we average their values\n",
+ " except:\n",
+ " m = 1\n",
+ " th = 7 # binarization threshold. \n",
+ " spikes = abs(np.array(modified_z_score(np.diff(y)))) > th\n",
+ " y_out = y.copy() # So we don’t overwrite y\n",
+ " for i in np.arange(len(spikes)):\n",
+ " if spikes[i] != 0: # If we have an spike in position i\n",
+ " w = np.arange(i-m,i+1+m) # we select 2 m + 1 points around our spike\n",
+ " w2 = w[spikes[w] == 0] # From such interval, we choose the ones which are not spikes\n",
+ " y_out[i] = np.mean(y[w2]) # and we average their values \n",
+ " \n",
+ " return y_out\n",
+ "\n",
+ "def shifttonm(shift, incident_wl):\n",
+ " '''\n",
+ " converts a raman shift (cm-1) to wavelength (nm)\n",
+ "\n",
+ " inputs\n",
+ " shift: raman shift, cm-1\n",
+ " incident_wl: excitation source wavelength, nm\n",
+ "\n",
+ " output\n",
+ " emitted wavelength, nm\n",
+ " '''\n",
+ " incident_wn = 1/(incident_wl * 1e-7)\n",
+ " exit_wn = incident_wn - shift\n",
+ " return 1e7/exit_wn \n",
+ "\n",
+ "def nmtoshift(wl, incident_wl):\n",
+ " '''\n",
+ " converts an emitted wavelength (nm) to raman shift (cm-1)\n",
+ "\n",
+ " inputs\n",
+ " wl: emitted wavelength, nm\n",
+ " incident_wl: excitation source wavelength, nm\n",
+ "\n",
+ " output\n",
+ " shift: raman shift, cm-1\n",
+ " '''\n",
+ " incident_wn = 1/(incident_wl * 1e-7)\n",
+ " exit_wn = 1/(wl * 1e-7)\n",
+ " return incident_wn - exit_wn\n",
+ "\n",
+ "def load_renishaw(path, incident_wl):\n",
+ " '''\n",
+ " Loads raw spectra files output when exporting renishaw area scans to xy data.\n",
+ " Assumes input data is in raman shift (cm-1)\n",
+ "\n",
+ " inputs:\n",
+ " path: path to folder holding all raw xy files\n",
+ " incident_wl: excitation source wavelength, nm\n",
+ "\n",
+ " output:\n",
+ " dictionary with consolidated area scan data\n",
+ "\n",
+ " '''\n",
+ "# LP = 695 # low pass filter index \n",
+ "\n",
+ " fids = [os.path.join(path, x) for x in os.listdir(path)]\n",
+ " allx = []\n",
+ " ally = []\n",
+ " for f in fids:\n",
+ " allx.append(float(f.split('X')[-1].split('_')[1]))\n",
+ " ally.append(float(f.split('Y')[-1].split('_')[1]))\n",
+ " allx = np.array(allx)\n",
+ " ally = np.array(ally)\n",
+ " x = np.unique(allx)\n",
+ " y = np.unique(ally)\n",
+ " x.sort()\n",
+ " y.sort()\n",
+ " \n",
+ " temp = np.loadtxt(fids[0])#,max_rows=LP)\n",
+ " shift = temp[:,0]\n",
+ " wl = nmtoshift(shift, incident_wl = incident_wl)\n",
+ "\n",
+ " wl = shifttonm(wl, incident_wl = incident_wl)\n",
+ " \n",
+ "# wl = incident_wl\n",
+ " cts = np.zeros((len(y), len(x), len(wl)))\n",
+ " for f, x_, y_ in tqdm(zip(fids, allx, ally), total = len(fids), desc = 'Loading Renishaw Scans', leave = False):\n",
+ " m = np.where(y == y_)\n",
+ " n = np.where(x == x_)\n",
+ " cts[m,n] = np.loadtxt(f)[:,1] \n",
+ " \n",
+ " extent = [x[0], x[-1], y[0], y[-1]]\n",
+ "\n",
+ " results = {\n",
+ " 'shift': temp[:,0],\n",
+ " 'incidentWavelength': incident_wl,\n",
+ " 'wavelengths': wl,\n",
+ " 'counts': cts,\n",
+ " 'intensity': cts.max(axis = 2),\n",
+ " 'peakWavelength': wl[np.argmax(cts, axis = 2)],\n",
+ " 'x': x,\n",
+ " 'y': y,\n",
+ " 'extent': extent\n",
+ " }\n",
+ "\n",
+ " return results\n",
+ "\n",
+ "\n",
+ "def load_renishaw_tseries(path, incident_wl):\n",
+ " fids = [os.path.join(path, x) for x in os.listdir(path)]\n",
+ " fids = sorted(fids)\n",
+ " episode = []\n",
+ " for f in fids:\n",
+ " episode.append(float(f.split('_')[-1].split('.txt')[0]))\n",
+ " t = np.array(episode)\n",
+ "# t.sort()\n",
+ " temp = np.loadtxt(fids[0], skiprows=0)\n",
+ " shift = temp[:,0]\n",
+ " \n",
+ " wl = nmtoshift(shift, incident_wl = incident_wl)\n",
+ "\n",
+ " wl = shifttonm(wl, incident_wl = incident_wl)\n",
+ "# shift = temp[:,0]\n",
+ "# wl = nmtoshift(shift, incident_wl = incident_wl)\n",
+ "# wl = shift\n",
+ "# wl = shifttonm(shift, incident_wl = incident_wl) \n",
+ "# counts = temp[:,1]\n",
+ " cts = np.zeros((len(t), len(wl)))\n",
+ " \n",
+ "\n",
+ " for f, t_, in tqdm(zip(fids, t), total = len(fids), desc = 'Loading Time Series', leave = False):\n",
+ " n = np.where(t == t_)\n",
+ "# cts[n] = np.loadtxt(f, skiprows =0, max_rows=LP)[:,1] \n",
+ " cts[n] = np.loadtxt(f, skiprows =0)[:,1] \n",
+ "\n",
+ " \n",
+ " \n",
+ " results = {\n",
+ " 'wl': wl,\n",
+ " 'time': t,\n",
+ " 'counts': cts#-bg_smooth\n",
+ " }\n",
+ " return results"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "rootdir = os.path.join('/Volumes/GoogleDrive/My Drive/Characterization_RAWDATA/PL-µPL_MRC/20210820_IlluminationDecay_Inorganic_DC_MK') #replace this with the filepath to root directory for the experiment\n",
+ "bg = os.path.join(rootdir, 'bg')\n",
+ "raw = os.path.join(rootdir, 'raw')\n",
+ "extra = os.path.join(rootdir, 'extra')\n",
+ "tseries = os.path.join(rootdir, 'tseries')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "['/Volumes/GoogleDrive/My Drive/Characterization_RAWDATA/PL-µPL_MRC/20210820_IlluminationDecay_Inorganic_DC_MK/tseries/01_Glass_B_p0-5',\n",
+ " '/Volumes/GoogleDrive/My Drive/Characterization_RAWDATA/PL-µPL_MRC/20210820_IlluminationDecay_Inorganic_DC_MK/tseries/08_Glass_C_p1',\n",
+ " '/Volumes/GoogleDrive/My Drive/Characterization_RAWDATA/PL-µPL_MRC/20210820_IlluminationDecay_Inorganic_DC_MK/tseries/09_Glass_C_p5',\n",
+ " '/Volumes/GoogleDrive/My Drive/Characterization_RAWDATA/PL-µPL_MRC/20210820_IlluminationDecay_Inorganic_DC_MK/tseries/10_Glass_D_p0-5',\n",
+ " '/Volumes/GoogleDrive/My Drive/Characterization_RAWDATA/PL-µPL_MRC/20210820_IlluminationDecay_Inorganic_DC_MK/tseries/05_Glass_A_p1',\n",
+ " '/Volumes/GoogleDrive/My Drive/Characterization_RAWDATA/PL-µPL_MRC/20210820_IlluminationDecay_Inorganic_DC_MK/tseries/11_Glass_D_p1',\n",
+ " '/Volumes/GoogleDrive/My Drive/Characterization_RAWDATA/PL-µPL_MRC/20210820_IlluminationDecay_Inorganic_DC_MK/tseries/03_Glass_B_p5',\n",
+ " '/Volumes/GoogleDrive/My Drive/Characterization_RAWDATA/PL-µPL_MRC/20210820_IlluminationDecay_Inorganic_DC_MK/tseries/06_Glass_A_p5',\n",
+ " '/Volumes/GoogleDrive/My Drive/Characterization_RAWDATA/PL-µPL_MRC/20210820_IlluminationDecay_Inorganic_DC_MK/tseries/12_Glass_D_p5',\n",
+ " '/Volumes/GoogleDrive/My Drive/Characterization_RAWDATA/PL-µPL_MRC/20210820_IlluminationDecay_Inorganic_DC_MK/tseries/02_Glass_B_p1',\n",
+ " '/Volumes/GoogleDrive/My Drive/Characterization_RAWDATA/PL-µPL_MRC/20210820_IlluminationDecay_Inorganic_DC_MK/tseries/07_Glass_C_p0-5',\n",
+ " '/Volumes/GoogleDrive/My Drive/Characterization_RAWDATA/PL-µPL_MRC/20210820_IlluminationDecay_Inorganic_DC_MK/tseries/04_Glass_A_p0-5']"
+ ]
+ },
+ "execution_count": 4,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "fids = []\n",
+ "for f in frgm.listdir(tseries, display = False):\n",
+ " if 'control' in f and '_rgb' not in f:\n",
+ " continue\n",
+ " fids.append(f)\n",
+ "fids"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "['/Volumes/GoogleDrive/My Drive/Characterization_RAWDATA/PL-µPL_MRC/20210820_IlluminationDecay_Inorganic_DC_MK/tseries/01_Glass_B_p0-5',\n",
+ " '/Volumes/GoogleDrive/My Drive/Characterization_RAWDATA/PL-µPL_MRC/20210820_IlluminationDecay_Inorganic_DC_MK/tseries/02_Glass_B_p1',\n",
+ " '/Volumes/GoogleDrive/My Drive/Characterization_RAWDATA/PL-µPL_MRC/20210820_IlluminationDecay_Inorganic_DC_MK/tseries/03_Glass_B_p5',\n",
+ " '/Volumes/GoogleDrive/My Drive/Characterization_RAWDATA/PL-µPL_MRC/20210820_IlluminationDecay_Inorganic_DC_MK/tseries/04_Glass_A_p0-5',\n",
+ " '/Volumes/GoogleDrive/My Drive/Characterization_RAWDATA/PL-µPL_MRC/20210820_IlluminationDecay_Inorganic_DC_MK/tseries/05_Glass_A_p1',\n",
+ " '/Volumes/GoogleDrive/My Drive/Characterization_RAWDATA/PL-µPL_MRC/20210820_IlluminationDecay_Inorganic_DC_MK/tseries/06_Glass_A_p5',\n",
+ " '/Volumes/GoogleDrive/My Drive/Characterization_RAWDATA/PL-µPL_MRC/20210820_IlluminationDecay_Inorganic_DC_MK/tseries/07_Glass_C_p0-5',\n",
+ " '/Volumes/GoogleDrive/My Drive/Characterization_RAWDATA/PL-µPL_MRC/20210820_IlluminationDecay_Inorganic_DC_MK/tseries/08_Glass_C_p1',\n",
+ " '/Volumes/GoogleDrive/My Drive/Characterization_RAWDATA/PL-µPL_MRC/20210820_IlluminationDecay_Inorganic_DC_MK/tseries/09_Glass_C_p5',\n",
+ " '/Volumes/GoogleDrive/My Drive/Characterization_RAWDATA/PL-µPL_MRC/20210820_IlluminationDecay_Inorganic_DC_MK/tseries/10_Glass_D_p0-5',\n",
+ " '/Volumes/GoogleDrive/My Drive/Characterization_RAWDATA/PL-µPL_MRC/20210820_IlluminationDecay_Inorganic_DC_MK/tseries/11_Glass_D_p1',\n",
+ " '/Volumes/GoogleDrive/My Drive/Characterization_RAWDATA/PL-µPL_MRC/20210820_IlluminationDecay_Inorganic_DC_MK/tseries/12_Glass_D_p5']"
+ ]
+ },
+ "execution_count": 5,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "sorted(fids)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ " \r"
+ ]
+ }
+ ],
+ "source": [
+ "df=pd.DataFrame(index=['wl', 'time', 'counts'], columns=[f.split('/')[8] for f in fids])\n",
+ "n=0\n",
+ "for column in df:\n",
+ " data = load_renishaw_tseries(fids[n], 633)\n",
+ " tempdf=pd.DataFrame(data.items(), index=['wl', 'time', 'counts'])\n",
+ " df[column] = tempdf[1]\n",
+ " n=n+1\n",
+ "df = df.transpose()\n",
+ "\n",
+ "\n",
+ "df['name'] = ''\n",
+ "n= 0\n",
+ "for n in range(0, df.shape[0]):\n",
+ " df['name'][fids[n].split('/')[8]] = fids[n].split('/')[8]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
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+ "09_Glass_C_p5 [767.467896, 767.2950439999998, 767.1222529999... \n",
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+ "05_Glass_A_p1 [767.467896, 767.2950439999998, 767.1222529999... \n",
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+ "04_Glass_A_p0-5 [767.467896, 767.2950439999998, 767.1222529999... \n",
+ "\n",
+ " time \\\n",
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+ "08_Glass_C_p1 [0.0, 60.0, 120.0, 180.0, 240.0, 301.0, 361.0,... \n",
+ "09_Glass_C_p5 [0.0, 60.0, 120.0, 180.0, 240.0, 301.0, 361.0,... \n",
+ "10_Glass_D_p0-5 [0.0, 60.0, 120.0, 180.0, 240.0, 300.0, 361.0,... \n",
+ "05_Glass_A_p1 [0.0, 60.0, 120.0, 180.0, 240.0, 301.0, 361.0,... \n",
+ "11_Glass_D_p1 [0.0, 60.0, 120.0, 180.0, 240.0, 301.0, 361.0,... \n",
+ "03_Glass_B_p5 [0.0, 60.0, 120.0, 180.0, 240.0, 301.0, 361.0,... \n",
+ "06_Glass_A_p5 [0.0, 60.0, 120.0, 180.0, 240.0, 301.0, 361.0,... \n",
+ "12_Glass_D_p5 [0.0, 60.0, 120.0, 180.0, 240.0, 301.0, 361.0,... \n",
+ "02_Glass_B_p1 [0.0, 60.0, 120.0, 180.0, 240.0, 301.0, 361.0,... \n",
+ "07_Glass_C_p0-5 [0.0, 60.0, 120.0, 180.0, 240.0, 301.0, 361.0,... \n",
+ "04_Glass_A_p0-5 [0.0, 60.0, 120.0, 180.0, 240.0, 301.0, 361.0,... \n",
+ "\n",
+ " counts \\\n",
+ "01_Glass_B_p0-5 [[48.957355, 42.319069, 43.959213, 44.768837, ... \n",
+ "08_Glass_C_p1 [[104.796196, 102.240189, 98.789085, 90.233398... \n",
+ "09_Glass_C_p5 [[460.080841, 471.15686, 456.473694, 488.62237... \n",
+ "10_Glass_D_p0-5 [[52.824097, 45.156082, 51.097801, 44.265442, ... \n",
+ "05_Glass_A_p1 [[109.908203, 107.352196, 110.711906, 104.7047... \n",
+ "11_Glass_D_p1 [[80.940147, 93.720169, 85.163002, 85.977112, ... \n",
+ "03_Glass_B_p5 [[394.148193, 401.616272, 386.509308, 412.0390... \n",
+ "06_Glass_A_p5 [[707.161316, 695.233276, 668.529541, 708.2470... \n",
+ "12_Glass_D_p5 [[414.924774, 415.776764, 437.737823, 424.7779... \n",
+ "02_Glass_B_p1 [[65.55307, 75.510498, 64.694687, 75.443779, 6... \n",
+ "07_Glass_C_p0-5 [[64.752121, 67.308121, 68.982033, 65.546906, ... \n",
+ "04_Glass_A_p0-5 [[62.196114, 52.824097, 61.31736, 56.18306, 62... \n",
+ "\n",
+ " name \n",
+ "01_Glass_B_p0-5 01_Glass_B_p0-5 \n",
+ "08_Glass_C_p1 08_Glass_C_p1 \n",
+ "09_Glass_C_p5 09_Glass_C_p5 \n",
+ "10_Glass_D_p0-5 10_Glass_D_p0-5 \n",
+ "05_Glass_A_p1 05_Glass_A_p1 \n",
+ "11_Glass_D_p1 11_Glass_D_p1 \n",
+ "03_Glass_B_p5 03_Glass_B_p5 \n",
+ "06_Glass_A_p5 06_Glass_A_p5 \n",
+ "12_Glass_D_p5 12_Glass_D_p5 \n",
+ "02_Glass_B_p1 02_Glass_B_p1 \n",
+ "07_Glass_C_p0-5 07_Glass_C_p0-5 \n",
+ "04_Glass_A_p0-5 04_Glass_A_p0-5 "
+ ]
+ },
+ "execution_count": 7,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "df"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 234,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "name_key = {\n",
+ " 'A': '10',\n",
+ " 'B': '5',\n",
+ " 'C': '1',\n",
+ " 'D': '0',\n",
+ "\n",
+ " 'p0-5': '19 Suns',\n",
+ " 'p5': '190 Suns',\n",
+ " 'p1': '39 Suns'\n",
+ "}\n",
+ "\n",
+ "def getname_0(n): #ETL\n",
+ " letter = n.split('_')[2]\n",
+ " return name_key[letter]\n",
+ "\n",
+ "def getname_1(n): #HTL\n",
+ " letter_1 = n.split('_')[3]\n",
+ " return name_key[letter_1]\n",
+ "\n",
+ "# def getname_3(n): #HTL\n",
+ "# letter_3 = n.split('_')[1]\n",
+ "# return name_key[letter_3]\n",
+ "\n",
+ "df['Chlorine_Loading'] = ''\n",
+ "df['Energy_Flux'] = ''\n",
+ "# df['dir'] = ''\n",
+ "# df['condition'] = ''\n",
+ "\n",
+ "\n",
+ "\n",
+ "# for n in range(df.shape[0]):\n",
+ "# df['dspacing'][n] = theta_to_d(df['angles'][n]\n",
+ " \n",
+ "# df['ETL'] = df['name'].apply(getname)\n",
+ "df['Chlorine_Loading'] = df['name'].apply(getname_0)\n",
+ "df['Energy_Flux'] = df['name'].apply(getname_1)\n",
+ "\n",
+ "for n in range(df.shape[0]):\n",
+ " df['Chlorine_Loading'][n] = int(df['Chlorine_Loading'][n])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 235,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# df = df.sort_values(by=['Energy_Flux'], ascending=False)\n",
+ "\n",
+ "df = df.sort_values(by=['name'], ascending=False)\n",
+ "\n",
+ "sample_list = ['literallyanything' for i in range(df.shape[0])]\n",
+ "for n in range(df.shape[0]):\n",
+ " sample_list[n] = fids[n].split('/')[8]\n",
+ "sample_list = sorted(sample_list)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 236,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "for n in range(df.shape[0]):\n",
+ " sample = sample_list[n]\n",
+ " LP_temp = np.max(np.where(df['wl'][sample] >= 645))\n",
+ " df['wl'][sample] = df['wl'][sample][:LP_temp]\n",
+ " df['counts'][sample] = df['counts'][sample][:, :LP_temp]\n",
+ "\n",
+ "# df['counts'][sample] = \n",
+ "# for q in range(df['counts'][sample].shape[0]):\n",
+ "# df['counts'][sample][q] = df['counts'][sample][q][:LP_temp]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 237,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# df['counts_bgsubt'] = df['counts']\n",
+ "\n",
+ "# for n in range(df.shape[0]): #for every sample\n",
+ "# sample = sample_list[n]\n",
+ "# for q in range(df['counts_bgsubt'][sample].shape[0]): #for every time point\n",
+ "# df['counts_bgsubt'][sample][q] = df['counts_bgsubt'][sample][q] - np.min(df['counts_bgsubt'][sample][q])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 238,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "df['counts_despiked'] = df['counts'] #df['counts_bgsubt']\n",
+ "\n",
+ "for n in range(df.shape[0]):\n",
+ " sample = sample_list[n]\n",
+ " for q in range(df['counts_despiked'][sample].shape[0]):\n",
+ " df['counts_despiked'][sample][q] = fixer(df['counts_despiked'][sample][q])#, m=3, th=7)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 239,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "#wf plots\n",
+ "# embiggen = 10\n",
+ "# horiz = 1\n",
+ "# vert = df.shape[0]\n",
+ "# from matplotlib.colors import LogNorm\n",
+ "\n",
+ "# y_value = df['counts_despiked']\n",
+ "\n",
+ "\n",
+ "# # cm1 = 'inferno'\n",
+ "# # cm2 = 'Greys'\n",
+ "# fig, ax = plt.subplots(vert, horiz, figsize = (horiz*embiggen, vert*embiggen))\n",
+ "\n",
+ "# # for n, ax_ in zip(range(0, len(list_of_files)), ax.ravel()):\n",
+ "# for n, ax_ in zip(range(0, df.shape[0]), ax.ravel()):\n",
+ "# im= ax_.imshow(y_value[sample_list[n]], extent=[df['wl'][fids[n].split('/')[8]][0], \n",
+ "# df['wl'][fids[n].split('/')[8]][-1],\n",
+ "# 481,0],\n",
+ "# aspect = 'auto')\n",
+ "# # df['time'][fids[n].split('/')[8]][0]*2,\n",
+ "# # df['time'][fids[n].split('/')[8]][-1]*2])#, norm=LogNorm( vmax=5000))\n",
+ "\n",
+ "# ax_.set_ylabel('Time minutes')\n",
+ "# ax_.set_xlabel('λ nm')\n",
+ "# ax_.set_title(sample_list[n])\n",
+ "# # ax_.set_yticklabels([])\n",
+ "# # ax_.set_xticklabels([])\n",
+ "\n",
+ "# # ax_.set_xticklabels([5000, 4000, 3000, 2000, 450])\n",
+ "# # ax_.invert_yaxis()\n",
+ "# divider = make_axes_locatable(ax_)\n",
+ "# cax = divider.append_axes(\"right\", size=\"5%\", pad=0.05)\n",
+ "# cbar = plt.colorbar(im, cax=cax)\n",
+ "# # cbar.mappable.set_clim(0, 2**16)\n",
+ "# # ax_.set_xlim(300,800)\n",
+ "# # try plotting color in log scale \n",
+ "\n",
+ "# plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Looking at averaged counts"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 240,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from functools import partial #https://docs.python.org/2/library/functools.html\n",
+ "from scipy.signal import savgol_filter\n",
+ "\n",
+ "def average_counts(x):\n",
+ " return np.mean(x, axis=0)\n",
+ "\n",
+ "window = 71\n",
+ "order = 3"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 241,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "y_value = df['counts_despiked']\n",
+ "\n",
+ "df['tseries_avg'] = y_value.apply(average_counts)\n",
+ "df['tseries_avg_smooth'] = df['tseries_avg'].apply(\n",
+ " partial(savgol_filter, window_length = window, polyorder = order)\n",
+ ")\n",
+ "\n",
+ "df['tseries_smooth'] = y_value\n",
+ "df['tseries_smooth'] = df['tseries_smooth'].apply(\n",
+ " partial(savgol_filter, window_length = window, polyorder = order)\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 242,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "11_Glass_D_p1\n",
+ "08_Glass_C_p1\n",
+ "05_Glass_A_p1\n",
+ "02_Glass_B_p1\n",
+ "4\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Filtering out bugged curves (manual entry)\n",
+ "# df = df[df.name != 'CsPbSnF3_25_5isl']\n",
+ "\n",
+ "# plotting a subset of experiment\n",
+ "\n",
+ "Filter_1 = 'p1'\n",
+ "Filter_2 = ''\n",
+ "Filter_3 = ''\n",
+ "\n",
+ "df_filter1 = df[df.name.str.contains(Filter_1)]\n",
+ "df_filter2 = df_filter1[df_filter1.name.str.contains(Filter_2)]\n",
+ "df_filter3 = df_filter2[df_filter2.name.str.contains(Filter_3)]\n",
+ "df_filter3.reset_index(drop=True, inplace=True)\n",
+ "\n",
+ "# list scans in your filtered dataset before plotting\n",
+ "count = 0\n",
+ "\n",
+ "for n in df_filter3['name'].unique(): \n",
+ " print(n)\n",
+ " count +=1\n",
+ "print(count)\n",
+ "\n",
+ "subset_sample_list = list(df_filter3['name'].unique())\n",
+ "\n",
+ "# subset_sample_list = ['literallyanything' for i in range(count)]\n",
+ "# for n in range(count):\n",
+ "# subset_sample_list[n] = fids[n].split('/')[8]\n",
+ "# sample_list = sorted(sample_list)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 243,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# data.columns"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 244,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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kpaUZy5cvN+699948RwlkZGQYPXr0sDzvW7duzXVdcnKy8dJLLxkOh8McvXLo0KE87/M///mPZYTCa6+9luu+9+3bZ7Ru3dqQZHh4eBT6LXdxuNqRRLNmzTJvV7169SLdZteuXZbXXs7X/pXKayTR8ePHzfdCz54987xdr169DEmGi4uL+RopqZFEnp6ehq+vr/Hll18amZmZlut27txpGfU2atSoIvVZXKMkco5uLApnfN9fqRdeeMGYPXu2cf78+TzPZ2ZmGr/88otRtWpVM7dVq1bl219pjfrLy4ULF4ytW7caEydONPz9/S3v5fxGSd5///3mdXfffXeh95Gammp4e3ubt8kafXe1fv/9d8v7qHLlysabb75pHD9+/Jr6LemRRJ6enua/NTlH7J45c8bo2bOneW2DBg1yvd8NwzAiIiLMa2rUqGGsX78+3/x27txpjB8/3tiwYUOhjwWAc6NIBADlyJUUiX799VfLH74vvPCC5Xz2D2T6/1MBMjIyCuzzgQceMK9v1KiRER8fn++1b7/9tnmti4tLnsWKs2fPWj5IPPbYYwXef0EefPBBs5+xY8cWeG16errlD+jvvvvOcv7PP/80z13LNKQbb7zR7CdnMe1KfPHFF2Y/HTt2NJKSkgq8PvvvNq/nND4+3vDx8TGveemll/Lt69SpU0aNGjUsrxVnLBJ98MEH5u1atWpVpNucOXPG8rj27t17lVlflleRyDAMo3fv3ub7IGcBNCoqyiwiZZ+OU1JFIofDUeB0zez/bvj5+eX7wd5ZikTO+L4vKevXrzfzK2haVGkWib788kvLazDnj8PhMEaOHGmkpKTk28fkyZMtBd78CnNZFi1aZLmPGjVqXPPjGDhwYJ65N2nSxLj//vuNKVOmGBs2bChwOnBOJV0kkmT84x//yLe/2NhYw9fX17w2rwLQs88+a57/9NNPi/rQAJRxLFwNABVQRESE7rvvPrPt6empMWPGFHibyZMn57vlryTFx8dr1qxZZvvNN98scArbU089pRYtWki6vP3xJ598kuuaTz75xJyKVa9ePU2ePLnAHPNz+vRpc/vwkJAQTZo0qcDrXV1d9dprr5ntr7/+2nI++9Sv7AuvXqni6if7tu4fffSRvL29C7z+hRdeMLeS//bbb3MtNPrNN98oKSlJklS7du0Ct4CvWrWqZfqNs8qariWp0Ocnv+uy91GcsqaQZd/mPstXX31l/n5KeqqZJA0YMEC33HJLvuf79++vkJAQSZefj5KahlccnPV9X1I6dOhgTpErbLc8Z1CnTh0tXrxYn3/+eYGLUQ8YMMD8v+fkyZOaMmVKvtemp6dr4sSJllh+C2JfiW+++UZDhgyxxAzD0L59+/Tll1/qqaeeUocOHRQUFKS77rpLy5Ytu+b7vFZVq1bN9VxkV716dd16661me+PGjbmucfbXPICSQZEIAMqp+fPn64knnrD83HfffQoNDdWQIUMUHx9vXvv222+rTp06+fbVqlWrPNfnyG7t2rXmNsVVqlTRwIEDC7zexcVFDz74oNnO64/q3377zTwePXp0obva5GfJkiVKTU2VJN1+++0Frn+UpUOHDvL19ZUkrV692nIu+3O1bNky7d+//6ryyt7PRx99dFV9xMTEmLvLNW/eXK1bty70Nl5eXurUqZMk6fz587l2Tcv+uxg+fLg8PDwK7O+uu+4q9Bq7ZV+nqqi55ny9JScnF2tOWW6//Xb5+flJkr788kvLuaxdzfz9/XN9SC0Jd955Z4HnHQ6H5TVWlF2Z7OKs7/trsX//fn3zzTd65ZVX9Nxzz+nJJ5+0/Buftc7MmTNnFBUVVer55dSkSRM9/vjjevzxx/W3v/1N99xzj9q0aSOHw6GoqCj17t1bQ4cOVWxsbL59NGzYUHfffbfZ/sc//qF3330315pPp0+f1h133JFrnbzieN/6+fnpp59+0rx589S7d+98vzC5ePGiZs2apZ49e2rQoEHFtrvd1Rg4cGChr/nsa7Pl9V7O/pr/9NNPi22dLQDOjYWrAaCc2rRpk7nIa378/f01ZcoUjRo1qsDrbrzxxkLvb9u2beZx+/bt5eZW+H8xXbp0sdzeMAzLVt3Ztz7u0aNHof3lZ926debxH3/8oSeeeOKKbn/u3DldvHjR/PBYp04ddezYUevXr9f58+d144036v7779eQIUPUpUsX+fj4FKnfYcOG6ffff5d0eXTP4sWLde+996p3796qXbv2FT+25OTkIj+2gwcPmsdRUVFq1aqV2c7+u8wqJhXE399fLVu21NatW4t033bI/mEpq3BQmKyiZ5aijkC6Uj4+Pho6dKhmzpypPXv2aNOmTQoLC9OmTZvMkTpDhw4t8uvqWlx//fWFXlO5cmXzuLAF1e3krO/7qzFv3jz9+9//trw3CxMXF1dg8b80hIWFKSwsLFf8wIEDevrppzV//nz99NNP2rJli1avXp3vv3tTp07Vhg0bFBkZqfT0dD311FN688031a1bNwUEBCgqKkorVqxQUlKSXF1dNWDAAP3888+SLv/7VFz69++v/v376/Tp01q+fLnWrl2rLVu2aNu2bblGGv7yyy/q1q2b1q1bV6w5FFVxvJfvuOMOvfTSS8rMzNS8efPUsmVLPfjgg+rXr59atGhh+f8aQPlBkQgAKhA/Pz9VrlxZrVq10s0336wHHnjAnHZUkKIMMz99+rR5XK9evSLlU79+ffM4NTVVFy5cUEBAgKTLf7Bm/wb4WnbPytpNTZK5I9eVOnfunPlhUZKmT5+unj176uTJk0pMTNSHH36oDz/8UG5ubmrTpo1uuukm9e3bV7169ZKrq2uefT788MP67bffFBERIenyFJGsaSJ169ZVt27d1KNHDw0aNEhVqlQp9LEdPnxY77///lU9tuyy/y7r1q1bpD7q1q3r1EWirJE6UtFHFuS8Lnsfxe2BBx7QzJkzJV0ePRQWFmaOIso6XxoKmiKaxd3d3TxOS0sryXSuibO+76/USy+9dFVTOotjmlVJady4sebOnauhQ4cqIiJCR48e1UMPPaSFCxfmeX2lSpW0Zs0aDRs2TCtWrJAkRUdH67vvvrNc5+/vr48//lgxMTFmkago/8ddqapVq+rOO+80R96lp6dr/fr1+vzzz/XFF18oPT1d0uWd1f71r3/p3XffLfYcClMc7+VmzZrpzTff1PPPPy/DMLR3716NGzdO48aNU6VKldS5c2eFh4dr0KBBCg0NLdb8AdiH6WYAUE69+OKLMi5vUGD+XLhwQUeOHNEvv/yisWPHFvmP56KMoMj+LWr2D1UFyXld9g81OT/gXMsH9KwpGNci64/+LM2bN9eOHTv05JNPWv4YT09P1+bNm/X222+rb9++qlevnqZNm5Znn66urvrpp580bdq0XFsqHzt2TF9//bUefvhh1axZUw8//LDOnj1bKo8t+++yqKMjivo7t0v2b8xPnjxZpNvknAITHBxcrDll16NHD7Mg99133+nixYvmB+B69eqpe/fuJXbf2ZWnkQHO+r6/EosXL7YUiDp16qRPPvlE27ZtU1xcnFJSUiz/xoeHh5vX5lxrzNm4uLhoypQp5mtu0aJFuaa+ZletWjUtX75c8+bN07333qsGDRrIx8dHfn5+atGihcaPH6+dO3fq7rvvVlxcnHm70hhN5ebmpq5du2r69OlasWKF5f+rTz/9tMSmqhakuN7Lzz77rJYtW6ZevXpZ+jx37pzmzZuncePGqUmTJrr55pv1559/Fst9ArAXRSIAQLHI/kfxxYsXi3SbnNdlH5Kfc3j+tSwanL2A8fbbb+cqnhXlJ/uopyzVq1fXu+++q5MnT2r58uV65ZVX1K9fP3M0lHT52+7Ro0dr7NixeebmcDj00EMPadeuXdq3b58++eQTjRgxwjJyKi0tTdOnT1f79u0to3xyPrbbbrvtqh7byJEjLX1m/11mLWBdmKL+zu3SpEkT8/jUqVOWNYryc+zYMfM4ODi4RBdudTgc5mLycXFxeuKJJ8wPuvfdd1+5Kt7kpSQKGs78vi+qt956yzx+8MEHtWbNGo0ePVpt2rRR5cqVc62b5cyjh/JSt25dy3tzzZo1hd6mf//++uqrr3Tw4EFdvHhRFy5c0M6dO/V///d/ZqF1165d5vV5TXcrSZ07d9Y///lPs52SklLo1O+isLPoFx4eriVLligmJkazZs3S2LFjdcMNN1jWZlq6dKk6dOhQpN8hAOdGkQgAUCyyf4DO/uG6INkXyvTw8LAUhgICAiwjmA4fPnzVuVWvXt08LmiB1Kvl6emp8PBwTZgwQfPnz1dcXJwWLFigrl27mtdMnTq10A8KoaGhGj16tGbMmKGDBw9q3759+vvf/25OWzl48GCuaScl8diu5nfpDIvkFqRJkybmBxrDMMzFvguSffpcYQu3F4fsU8pmzJiRZ7ysyD6NJedonLwUx6ifnMrK+z4/GRkZ5tQqFxcXvfHGG4UWC4v6fnUmlSpVMo/PnDlzzf1lZmZa1rPr3LnzNfd5pXLuEBgTE5PrGmd4j1yp6tWra9iwYZoyZYq2bNmi2NhYTZ482RypmZycrEcffdTmLAFcK4pEAIBikX2XlI0bNxZpF5S1a9dabp/zA1CHDh3M46wFnq9G9n5K41tOd3d33XLLLVqyZIlatmxpxufOnXtF/YSGhup///ufpTD0yy+/WK7J/ti2b99eLCN6sv8uc+4UlJfExMQCp4k4Ay8vL3Xs2NFsL1++vNDbZH1Al6SePXuWRFoWTZo0Ufv27S2xDh06lMm1PrKPqinKB/+iTFO50tFUZfV9nyUuLs5cZL1atWqqVq1agdfv3r3bMs0qP842Ki17AaU4pnQuX77cnFIaHBxs2ea9tOTcVSyvnTlL4j1S2qpWraqnnnrKXP9JujyK69ChQzZmBeBaUSQCABSLzp07m38Inz59WvPmzSvw+szMTH3++edmO68P4f369TOPP/3001y7TRVV3759zd3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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "image/png": {
+ "height": 454,
+ "width": 580
+ }
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "data = df_filter3\n",
+ "\n",
+ "# color_choice = ['blue', 'red', 'red', 'blue', 'red', 'red', 'blue', 'red', 'red', 'blue', 'red']#, 'black']#, 'red', 'red', 'blue', 'blue']\n",
+ "# line_choice = ['-', '--', '-', '--', '--', '-', '-', '--', '-', '--', '--']\n",
+ "\n",
+ "\n",
+ "\n",
+ "for n in range(data.shape[0]):\n",
+ "# if 1 <= n <= 1:\n",
+ "# continue\n",
+ "# if data['Chlorine_loading'][n] == 'Dark-Side':\n",
+ "# color_choice = 'black'\n",
+ "# if data['side'][n] == 'Sunny-Side':\n",
+ "# color_choice = 'red'\n",
+ " \n",
+ " plt.plot(1240/data['wl'][n], \n",
+ " data['tseries_avg_smooth'][n],# - df_bg['tseries_avg_smooth']['BG_5s_dwell'],\n",
+ " label=(str(data['Chlorine_Loading'][n]))\n",
+ "# color = color_choice,\n",
+ "# linestyle= line_choice[n] \n",
+ " )\n",
+ "\n",
+ " \n",
+ "# plt.plot(df['wl']['NHTL'],df['tseries_avg_smooth']['NHTL'], label='NHTL')\n",
+ "# plt.plot(df['wl']['P3BT'],df['tseries_avg_smooth']['P3BT'], label='P3BT')\n",
+ "# plt.plot(df['wl']['P3HT'],df['tseries_avg_smooth']['P3HT'], label='P3HT')\n",
+ "# plt.plot(df['wl']['PTAA'],df['tseries_avg_smooth']['PTAA'], label='PTAA')\n",
+ "\n",
+ "plt.legend()\n",
+ "# plt.xlim(200, 750)\n",
+ "# plt.ylim(-500,6000)\n",
+ "plt.xlabel('Energy in eV')\n",
+ "plt.ylabel('Counts a.u.')\n",
+ "plt.title('Processed 10 Minutes at '+ data['Energy_Flux'][0])\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Binned Counts"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 269,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "06_Glass_A_p5\n",
+ "05_Glass_A_p1\n",
+ "04_Glass_A_p0-5\n",
+ "3\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Filtering out bugged curves (manual entry)\n",
+ "# df = df[df.name != 'CsPbSnF3_25_5isl']\n",
+ "\n",
+ "# plotting a subset of experiment\n",
+ "\n",
+ "Filter_1 = 'A'\n",
+ "Filter_2 = ''\n",
+ "Filter_3 = ''\n",
+ "\n",
+ "df_filter1 = df[df.name.str.contains(Filter_1)]\n",
+ "df_filter2 = df_filter1[df_filter1.name.str.contains(Filter_2)]\n",
+ "df_filter3 = df_filter2[df_filter2.name.str.contains(Filter_3)]\n",
+ "# df_filter3.reset_index(drop=True, inplace=True)\n",
+ "\n",
+ "# list scans in your filtered dataset before plotting\n",
+ "count = 0\n",
+ "for n in df_filter3['name'].unique(): \n",
+ " print(n)\n",
+ " count += 1\n",
+ " \n",
+ "\n",
+ "print(count)\n",
+ "\n",
+ "subset_sample_list = list(df_filter3['name'].unique())\n",
+ "df_filter3 = df_filter3.sort_values(by=['Chlorine_Loading'], ascending=True)\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 270,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " wl | \n",
+ " time | \n",
+ " counts | \n",
+ " name | \n",
+ " Chlorine_Loading | \n",
+ " Energy_Flux | \n",
+ " counts_despiked | \n",
+ " tseries_avg | \n",
+ " tseries_avg_smooth | \n",
+ " tseries_smooth | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " | 06_Glass_A_p5 | \n",
+ " [767.467896, 767.2950439999998, 767.1222529999... | \n",
+ " [0.0, 60.0, 120.0, 180.0, 240.0, 301.0, 361.0,... | \n",
+ " [[707.161316, 695.233276, 668.529541, 708.2470... | \n",
+ " 06_Glass_A_p5 | \n",
+ " 10 | \n",
+ " 190 Suns | \n",
+ " [[707.161316, 695.233276, 668.529541, 708.2470... | \n",
+ " [581.4437257777778, 586.4610798888889, 575.512... | \n",
+ " [585.4999842987708, 585.5000134193956, 585.625... | \n",
+ " [[691.958927041165, 695.3732926600031, 698.867... | \n",
+ "
\n",
+ " \n",
+ " | 05_Glass_A_p1 | \n",
+ " [767.467896, 767.2950439999998, 767.1222529999... | \n",
+ " [0.0, 60.0, 120.0, 180.0, 240.0, 301.0, 361.0,... | \n",
+ " [[109.908203, 107.352196, 110.711906, 104.7047... | \n",
+ " 05_Glass_A_p1 | \n",
+ " 10 | \n",
+ " 39 Suns | \n",
+ " [[109.908203, 107.352196, 110.711906, 104.7047... | \n",
+ " [101.57751966666667, 101.00951977777778, 104.3... | \n",
+ " [103.94518566596356, 103.74568226616115, 103.5... | \n",
+ " [[109.15754761285162, 108.85101860879828, 108.... | \n",
+ "
\n",
+ " \n",
+ " | 04_Glass_A_p0-5 | \n",
+ " [767.467896, 767.2950439999998, 767.1222529999... | \n",
+ " [0.0, 60.0, 120.0, 180.0, 240.0, 301.0, 361.0,... | \n",
+ " [[62.196114, 52.824097, 61.31736, 56.18306, 62... | \n",
+ " 04_Glass_A_p0-5 | \n",
+ " 10 | \n",
+ " 19 Suns | \n",
+ " [[62.196114, 52.824097, 61.31736, 56.18306, 62... | \n",
+ " [55.75876922222221, 55.66410233333333, 56.3968... | \n",
+ " [57.31489290994126, 57.28362916081635, 57.2558... | \n",
+ " [[58.68073933379135, 58.53446797727833, 58.400... | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " wl \\\n",
+ "06_Glass_A_p5 [767.467896, 767.2950439999998, 767.1222529999... \n",
+ "05_Glass_A_p1 [767.467896, 767.2950439999998, 767.1222529999... \n",
+ "04_Glass_A_p0-5 [767.467896, 767.2950439999998, 767.1222529999... \n",
+ "\n",
+ " time \\\n",
+ "06_Glass_A_p5 [0.0, 60.0, 120.0, 180.0, 240.0, 301.0, 361.0,... \n",
+ "05_Glass_A_p1 [0.0, 60.0, 120.0, 180.0, 240.0, 301.0, 361.0,... \n",
+ "04_Glass_A_p0-5 [0.0, 60.0, 120.0, 180.0, 240.0, 301.0, 361.0,... \n",
+ "\n",
+ " counts \\\n",
+ "06_Glass_A_p5 [[707.161316, 695.233276, 668.529541, 708.2470... \n",
+ "05_Glass_A_p1 [[109.908203, 107.352196, 110.711906, 104.7047... \n",
+ "04_Glass_A_p0-5 [[62.196114, 52.824097, 61.31736, 56.18306, 62... \n",
+ "\n",
+ " name Chlorine_Loading Energy_Flux \\\n",
+ "06_Glass_A_p5 06_Glass_A_p5 10 190 Suns \n",
+ "05_Glass_A_p1 05_Glass_A_p1 10 39 Suns \n",
+ "04_Glass_A_p0-5 04_Glass_A_p0-5 10 19 Suns \n",
+ "\n",
+ " counts_despiked \\\n",
+ "06_Glass_A_p5 [[707.161316, 695.233276, 668.529541, 708.2470... \n",
+ "05_Glass_A_p1 [[109.908203, 107.352196, 110.711906, 104.7047... \n",
+ "04_Glass_A_p0-5 [[62.196114, 52.824097, 61.31736, 56.18306, 62... \n",
+ "\n",
+ " tseries_avg \\\n",
+ "06_Glass_A_p5 [581.4437257777778, 586.4610798888889, 575.512... \n",
+ "05_Glass_A_p1 [101.57751966666667, 101.00951977777778, 104.3... \n",
+ "04_Glass_A_p0-5 [55.75876922222221, 55.66410233333333, 56.3968... \n",
+ "\n",
+ " tseries_avg_smooth \\\n",
+ "06_Glass_A_p5 [585.4999842987708, 585.5000134193956, 585.625... \n",
+ "05_Glass_A_p1 [103.94518566596356, 103.74568226616115, 103.5... \n",
+ "04_Glass_A_p0-5 [57.31489290994126, 57.28362916081635, 57.2558... \n",
+ "\n",
+ " tseries_smooth \n",
+ "06_Glass_A_p5 [[691.958927041165, 695.3732926600031, 698.867... \n",
+ "05_Glass_A_p1 [[109.15754761285162, 108.85101860879828, 108.... \n",
+ "04_Glass_A_p0-5 [[58.68073933379135, 58.53446797727833, 58.400... "
+ ]
+ },
+ "execution_count": 270,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "df_filter3"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 273,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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UkpKi9evXl2sOwzC0cuVKSXnX8fTs2dPhcT179lTbtm0lSStXrrQL7mVlZdm2r7vuumLnCwsLc/gaAAAAAABQtxWflKqhtm7dqsWLF+urr77SpUuXJP3RJapoCMdkMtn2eXt7a+TIkRozZowGDRpULWvNyMhQYmKiJCk0NLTEYwMDA+Xr66v09HSdOnWqXPPEx8fbtkubp0WLFrbtovNUZBzDMBQfH28rYFWWgiE5Hx8fDRgwQNu3by90jNVq1bZt2zRy5Eg9+uij+vjjj8s9T8FzdsRqtZZ7TKcqetMvcmkAAAAAgDqkNtWNAAAAAAAAUDa1seazefNmSZKvr6+6detW7HEDBgywbW/ZskVDhgwp8xzHjh3T6dOn7cYpbp5Dhw4pISFBx48fV6tWrWz7Wrdubftzy7+JtCNHjhyxbVf2dUIAAAAAAKD2qhXBtISEBC1ZskRLlizR4cOHJanQ3XscdYXK39+jRw+NGTNGDzzwgPz9/atnwf+VXwyTJD8/v1KPzw+mXb58ucrm8fX1tW0XnaeyxqkMSUlJtu0FCxYoIyNDkZGRmjFjhnr27KnMzEytWbNGzzzzjE6fPq1PPvlE7dq105NPPlmueQoG9VxB0bta0TENAAAAAODqamvdCAAAAAAAAMWr7TWf2NhYSVJ4eLjc3Yu/PKtdu3Z2rymrgjd9LjhOWeYpGExr0KCBHnjgAS1btkzfffed9u3bpxtuuKHQ63NycvTmm28WOr4kX3/9tb766isdP35cbm5uatasmXr37q3Ro0dzYygAAAAAAFxMjQ2mZWZm6ptvvtHixYu1bt06Wa3WMheYmjZtqr/85S8aM2aM2rdvX21rLiojI8O27eHhUerxnp6ekiSLxVJl8+TP4WieyhqnMqSnpxdaV6dOnbR+/Xr5+PhIyrur1QMPPKDu3burS5cuSk9P1yuvvKLx48fbjqmT6JgGAAAAAKgDXKFuBAAAAAAAgMJcpeaTkZGhxMRESVJoaGiJxwYGBtpuZH3q1KlyzRMfH2/bLm2egjdudjTPu+++q4MHD+qXX35Rv379NHnyZPXu3Vt+fn46dOiQ3nvvPe3du1c+Pj5aunSpGjZsWOJ8BUNzknT48GEdPnxYS5cu1Z133qnFixerQYMGZTnNQgqesyNWq7XcYwIAAAAAgKtT44Jp27Zt0+LFi/XVV18pLS1N0h9FpOK6PxmGIXd3dw0bNkxjxozRsGHD5ObmVm1rLo6Xl5dtOysrq9TjMzMzJeWFrqpqnvw5HM1TdJyCj8szTmUoOvff/vY3h4Gz1q1b69FHH9U777yjpKQk/fTTT7rjjjvKPE9pRb1OnTopNTW1zOM5m13HNDPJNAAAAACA63CluhEAAAAAAADyuFrN59KlS7ZtPz+/Uo/PD6Zdvny5yubx9fW1bTuap2nTpoqKitK8efP05ptvavr06YX2m0wmjR8/XpMnTy6xO5uPj4/uuOMO/elPf1K7du3k5+enCxcuaOPGjfr000918eJFrVixQsOHD9ePP/6oevXqlfV0JRUO2AEAAAAAgJqhRgTTTp8+raVLl2rJkiWKi4uTpDLf8ahjx44aM2aMRo0apSZNmlTPgsvI39/ftl2W4lF+l7CyFKUqOk/BTmRF5yk6TknBtJLGqQwF12IymXTTTTcVe+wtt9yid955R5K0a9eucgXTSrtjlNlsLvNYNYFhLRJMK6ZACwAAAABAbeGqdSMAAAAAAIC6zJVrPhkZGbZtDw+PUo/39PSUJFksliqbJ3+OkuZZt26dPv/8c507d85un2EYWrlypRo2bKi//e1vxc6XkJCggIAAu+dvvvlmTZw4UUOHDlVMTIw2btyoTz75RE8++WSJ6wYAAAAAADWf04JpmZmZ+vbbb7V48WL9/PPPslqtZS4wNWjQQPfff7/Gjh2riIiIaltzeXl5ealhw4a6ePFiqa3kk5OTbWGv8t7dp2C4qrR5CnYIKzpP0XEaNWpU6jgmk6nUcFdFFFxbQEBAoaBaScdeuHCh0tdSqxhFHpNLAwAAAADUQnWhbgQAAAAAAFDX1JWaT8EbQWdlZZV6fGZmpiTJ29u7yubJn6O4eWbPnq3/9//+nwzDUP/+/fXSSy8pMjJSXl5eOnLkiBYuXKj33ntPb731ljZv3qwffvjB4Y2sHYXS8jVt2lT//Oc/1a5dO2VnZ2vOnDnlDqYVvO7JkU6dOik1NbVcYwIAAAAAgKtT7cG0HTt2aPHixfryyy9thYD8IlJx3Z0Mw5DJZNLgwYM1duxY3XXXXSV286pJOnTooKioKB0+fFg5OTlyd3f8R37w4EHbdvv27cs9h6NxyjtP0XE6d+5c6jgtWrSQr69veZZbJq1bt1a9evWUnZ2t3NzcEo8tuL+4P9+6omDBVqJjGgAAAACgdqlrdSMAAAAAAIC6oK7VfArefPny5culHp9/I2tHQa/Kmid/Dkfz7Nu3T08//bQMw9BNN92kH374QW5ubrb97du318yZM9W+fXuNGzdOW7Zs0fTp0zVr1qxyrVeSrrvuOt188836/vvvdfjwYZ0+fVrBwcFlfn1pN882m83lXhMAAAAAALg61fJp/MyZM3rrrbfUoUMH9e7dW3PnzlVKSooMw7AVkooWmvL3XXvttZo+fbqOHj2qn376Sf/zP/9TawpNktS3b19JeQWe3bt3F3vcxo0bbdt9+vQp1xytWrWyFWkKjuPIpk2bJEkhISFq2bKlw7WWNs7Zs2cVFxdXobWWVb169dSrVy9JUlpamhITE4s99siRI7btkJCQKllPrVGkY5rJTDANAAAAAFCz1eW6EQAAAAAAgKuqyzUfLy8vNWzYUJIUHx9f4rHJycm20FiLFi3KNU/BkFZp8xTsNFZ0nkWLFslqtUqSXnnllUKhtILGjh2r1q1bS5IWL15sd/Pksip44+yEhIQKjQEAAAAAAGqOKgumZWVl6auvvtKtt96qa665RtOmTdPBgwftCkwFi0z5+7y8vPQ///M/+umnn3T06FFNnz5d1157bVUttUrdeeedtu1FixY5PMZqtWrp0qWS8lraDxo0qFxzmEwmDR8+XFJeJ7Pt27c7PG779u22TmfDhw+3K/C1adPG1kXtq6++0pUrVxyOs3jxYtv2iBEjyrXW8hg5cqRte8WKFcUe980339i2+/XrV2XrqQ0Ma9FkmnPWAQAAAABASagbAQAAAAAAuB5qPn/ID18dPnxYOTk5xR6Xfx2PJNs1O+Wdo+g45Z0nNjbWtt21a9cSx8nfn5SUpPPnz5d5rQUV1yUPAAAAAADUTlUSTHvsscfUvHlzPfDAA/rPf/6j3NzcYgtM0h9FpsjISH3yySc6c+aMPv/8cw0ePLgqlletIiMjbWGpBQsWaNu2bXbHzJo1y1bkmTRpkurVq1do/4YNG2x/bqNHj3Y4z1NPPWW7Y9HEiRNlsVgK7bdYLJo4caIkyd3dXU899ZTDcZ555hlJeQWkKVOm2O0/cuSI3nzzTUlSeHh4lQbTxo4dqyZNmkiSpk+frtOnT9sds3HjRv3973+XJHXq1KnKOrjVFkXvRkUxDwAAAABQ01A3AgAAAAAAcD3UfArr27evJCk9PV27d+8u9riNGzfatst7zUurVq0UHBxsN44jmzZtkiSFhISoZcuWhfa5u7vbtksK0UlSdna2w9eVx4EDB2zb+esHAAAAAAC1V8UqBKX49NNPZTKZbCEZR+GY/H1NmjTRqFGjNHbs2EJ38nEls2fPVp8+fWSxWDRkyBBNmzZNgwYNksVi0fLlyzV37lxJeR3LJk+eXKE52rRpo2effVYzZsxQdHS0+vTpo+eee05hYWE6cuSI3nrrLcXExEiSnn32WbVu3drhOA899JAWLlyoLVu26KOPPtLZs2f18MMPKzAwUDt37tSrr76qtLQ0mc1mffDBB8UWmfbs2aM9e/Y43Hf27NlCXdck6e6775afn1+h5/z8/PTBBx/ogQce0OnTpxUREaGpU6eqR48eyszM1A8//KB3331Xubm5cnd3t33f1WlFGqbRMQ0AAAAAUNNQNwIAAAAAAHA91HwKu/POO203fl60aJF69Ohhd4zVatXSpUslSQEBARo0aFC55jCZTBo+fLg++eQTHTx4UNu3b1fPnj3tjtu+fbutY9rw4cPt/t+0atXKth0VFaWhQ4c6nC87O9t2Q+4GDRooKCioXOuVpGPHjunHH3+UJIWFhSkkJKTcYwAAAAAAgJqlSoJp+YorMrm7u+vWW2/VmDFjdNttt9k6fbmqLl266Msvv9SoUaOUlpamadOm2R3Tpk0brV69Wv7+/hWe5/XXX9f58+e1cOFCxcTE6P7777c7Zty4cXrttdeKHcPNzU0rVqzQrbfeql27dulf//qX/vWvfxU6xtPTUx9++GGxhShJWrFihV555RWH+w4dOqQxY8YUem7gwIF2wTRJuu+++5SYmKinn35ap0+ftnV9K8jPz0+ff/55ne+WJjnomGYmmQYAAAAAqJmoGwEAAAAAALgeaj55IiMj1a9fP0VFRWnBggV66KGH1KtXr0LHzJo1S7GxsZKkSZMmqV69eoX2b9iwwRZWe+ihh+xuAi1JTz31lObOnavc3FxNnDhRmzZtkre3t22/xWKxXWvj7u6up556ym6M22+/XR9++KEk6fnnn1efPn1Uv359u+OmT5+uM2fOSJJuvfVWu//Xq1at0tChQ4u9yfW5c+c0cuRIZWVlScrrsgcAAAAAAGq/Kg2m5csPy3To0EFjxozRX/7yFzVp0qQ6pq4xbr/9du3bt0+zZ8/W6tWrFR8fLw8PD4WHh+uee+7RE088IR8fn6uaw2w2a8GCBRo5cqTmzp2rXbt2KTExUY0aNVJERIQmTJhQYpgsX6NGjbR161bNmzdPy5YtU2xsrNLT0xUcHKw//elPmjRpkjp27HhVay2Pxx9/XAMHDtRHH32kH3/8UQkJCXJzc9N1112nP//5z3rqqafUvHnzaltPTWZYiwT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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "image/png": {
+ "height": 1624,
+ "width": 1747
+ }
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "data = df_filter3\n",
+ "\n",
+ "mpl.rcParams['axes.linewidth'] = 1.75 #set the value globally\n",
+ "\n",
+ "colors = plt.cm.viridis(np.linspace(0,1,9))\n",
+ "\n",
+ "signal_slice = np.index_exp[200:700]\n",
+ "\n",
+ "# sample = '10_Glass_D_p0-5'\n",
+ "\n",
+ "y_value = data['tseries_smooth']\n",
+ "\n",
+ "embiggen = 5\n",
+ "horiz = 3\n",
+ "vert = 4\n",
+ "objs = ['literallyanything' for i in range(vert*horiz)]\n",
+ "\n",
+ "fig, ax = plt.subplots(vert, horiz, figsize = (horiz*embiggen*1.4, vert*embiggen))\n",
+ "\n",
+ "\n",
+ "for q in range(3):\n",
+ " sample = subset_sample_list[q]\n",
+ "\n",
+ " for n in range(9):\n",
+ "# ax[0,q].plot(1240/data['wl'][sample][signal_slice], y_value[sample][n][signal_slice], color = colors[n], label='Binned:'+str(np.round(np.min(data['wl'][sample][signal_slice]),2))+'nm to '+str(np.round(np.max(data['wl'][sample][signal_slice]),2))+'nm')\n",
+ " ax[0,q].plot(1240/data['wl'][sample][signal_slice], y_value[sample][n][signal_slice]/(np.max(y_value[sample][n][signal_slice])), color = colors[n], label='Binned:'+str(np.round(np.min(data['wl'][sample][signal_slice]),2))+'nm to '+str(np.round(np.max(data['wl'][sample][signal_slice]),2))+'nm')\n",
+ "\n",
+ " ax[0,q].set_xlabel('Energy in eV')\n",
+ " ax[0,q].set_ylabel('Counts a.u.', fontsize=20)\n",
+ " ax[0,q].tick_params(axis='x', labelsize= 15)\n",
+ "# ax[0,q].set_xticklabels(fontsize=15) \n",
+ "\n",
+ " # plt.ylim(0, 2**16)\n",
+ " ax[0,q].set_xlim(1.70, 1.92)\n",
+ "\n",
+ "# ax[0,q].set_xlim(1240/np.round(np.max(data['wl'][sample][signal_slice]),0), 1240/np.round(np.min(data['wl'][sample][signal_slice]),0))\n",
+ " ax[0,q].set_title(str(data['Chlorine_Loading'][sample])+' under 633nm laser at '+data['Energy_Flux'][sample]+' E.Flux')\n",
+ "\n",
+ " # plt.legend()\n",
+ "\n",
+ " norm = mpl.colors.Normalize(vmin=0, vmax=481)\n",
+ "\n",
+ "\n",
+ " objs[0]= plt.colorbar(mpl.cm.ScalarMappable(norm=norm,cmap=plt.get_cmap('viridis')),\n",
+ " orientation='vertical', label='Exposure Time, Seconds', ax=ax[0,q])\n",
+ "\n",
+ " plt.setp(objs[0].ax.get_yticklabels(),rotation=-10, fontsize=9, weight='black', snap=True, position=(1,0))\n",
+ "\n",
+ "\n",
+ " # plt.show()\n",
+ "\n",
+ "\n",
+ " ### Summed Count Normalized \n",
+ " # embiggen = 5\n",
+ " # horiz = 1\n",
+ " # vert = 1\n",
+ " # objs = ['literallyanything' for i in range(vert*horiz)]\n",
+ "\n",
+ " # fig, ax = plt.subplots(vert, horiz, figsize = (horiz*embiggen*1.4, vert*embiggen))\n",
+ "\n",
+ "\n",
+ " binsignal = np.sum(y_value[sample][:, int(str(signal_slice).split('e(')[1].split(\",\")[0]):int(str(signal_slice).split('e(')[1].split(\",\")[1][1:])], axis = 1) \n",
+ "\n",
+ " binsignal_norm = binsignal#/np.max(binsignal)\n",
+ "\n",
+ "\n",
+ " ax[1,q].plot(data['time'][sample], binsignal_norm, label = 'Signal Summed Count', color ='red')\n",
+ "\n",
+ " ax[1,q].legend(fontsize=20)\n",
+ " ax[1,q].set_xlabel('Time in seconds')\n",
+ " ax[1,q].set_ylabel('Normalized Counts a.u.', fontsize=20)\n",
+ " # plt.ylim(.9,1.1)\n",
+ " # plt.xlim(0,150)\n",
+ "# ax[1,q].set_title(data['Chlorine_Loading'][sample]+' under 633nm laser at '+data['Energy_Flux'][sample]+' E.Flux')\n",
+ "\n",
+ "\n",
+ " # plt.show()\n",
+ "\n",
+ "\n",
+ " ## FWHM Calculation\n",
+ " # embiggen = 5\n",
+ " # horiz = 1\n",
+ " # vert = 1\n",
+ " # objs = ['literallyanything' for i in range(vert*horiz)]\n",
+ "\n",
+ " # fig, ax = plt.subplots(vert, horiz, figsize = (horiz*embiggen*1.4, vert*embiggen))\n",
+ " \n",
+ " centroid = np.zeros(y_value[sample].shape[0])\n",
+ " peakPLWL = np.zeros(y_value[sample].shape[0])\n",
+ " peakPL_count = np.zeros(y_value[sample].shape[0])\n",
+ " fwhm = np.zeros(y_value[sample].shape[0])\n",
+ " half_max = np.zeros(y_value[sample].shape[0])\n",
+ " fwhm_ev = fwhm\n",
+ " fwhm_nm = fwhm\n",
+ "\n",
+ " for n in range (0, y_value[sample].shape[0]):\n",
+ " x = data['counts'][sample][n]\n",
+ " peaks, _ = find_peaks(x)\n",
+ " results_half = peak_widths(x, peaks, rel_height=0.5)\n",
+ " \n",
+ " index_width = results_half[0][np.argmax(results_half[0])]\n",
+ " half_max[n] = results_half[1][np.argmax(results_half[0])]\n",
+ " left_index = results_half[2][np.argmax(results_half[0])]\n",
+ " right_index = results_half[3][np.argmax(results_half[0])]\n",
+ " \n",
+ " centroid_index = int(((left_index + right_index) /2))\n",
+ " centroid[n] = data['wl'][sample][centroid_index]\n",
+ " \n",
+ " peakPLWL_index = np.argmax(x)\n",
+ " \n",
+ " peakPL_count[n] = np.max(x)\n",
+ "\n",
+ " \n",
+ " peakPLWL[n] = data['wl'][sample][peakPLWL_index]\n",
+ " \n",
+ " fwhm_ev[n] = 1*(1240/data['wl'][sample][1] - 1240/data['wl'][sample][0]) * index_width #calcualtes nm difference between two points and multiplied by index width\n",
+ "\n",
+ " fwhm_nm[n] = 1*(1240/data['wl'][sample][1] - 1240/data['wl'][sample][0]) * index_width #calcualtes nm difference between two points and multiplied by index width\n",
+ "\n",
+ " ax[2,q].plot(data['time'][sample], fwhm_ev, label = 'FWHM', color ='purple')\n",
+ " ax[2,q].axhline(y=np.mean(fwhm_ev), color='black', linestyle='--')\n",
+ " ax[2,q].set_ylim(fwhm_ev[0]-fwhm_ev[0]/5, fwhm_ev[0]+fwhm_ev[0]/5)\n",
+ "\n",
+ " ax[2,q].legend(fontsize=20)\n",
+ " ax[2,q].set_ylabel('Energy in eV', fontsize=20)\n",
+ " ax[2,q].set_xlabel('Time in seconds')\n",
+ "# ax[2,q].set_title(data['Chlorine_Loading'][sample]+' under 633nm laser at '+data['Energy_Flux'][sample]+' E.Flux')\n",
+ " \n",
+ " \n",
+ " \n",
+ "# ax[3,q].plot(data['time'][sample], centroid, label = 'Centroid', color ='blue')\n",
+ "# ax[3,q].set_ylabel('nm')\n",
+ "# ax[3,q].set_xlabel('Time in seconds')\n",
+ "# ax[3,q].set_ylim(660, 740)\n",
+ " \n",
+ "# ax[3,q].legend()\n",
+ " \n",
+ "# ax[3,q].set_title(data['Chlorine_Loading'][sample]+' under 633nm laser at '+data['Energy_Flux'][sample]+' E.Flux') \n",
+ "\n",
+ " ax[3,q].plot(data['time'][sample], 1240/peakPLWL, label = 'PeakPL', color ='blue')\n",
+ " ax[3,q].set_ylabel('Energy in eV', fontsize=20)\n",
+ " ax[3,q].set_xlabel('Time in seconds')\n",
+ " ax[3,q].axhline(y=np.mean(1240/peakPLWL), color='black', linestyle='--')\n",
+ "\n",
+ "# ax[3,q].set_ylim(660, 740)\n",
+ " ax[3,q].set_ylim(1240/peakPLWL[0]-fwhm_ev[0]/2, 1240/peakPLWL[0]+fwhm_ev[0]/2)\n",
+ "\n",
+ " ax[3,q].legend(fontsize=20)\n",
+ " \n",
+ "# ax[3,q].set_title(data['Chlorine_Loading'][sample]+' under 633nm laser at '+data['Energy_Flux'][sample]+' E.Flux') \n",
+ "\n",
+ "# ax[0,0].set_xlabel(df_XRF['sample'][n], rotation=0)\n",
+ "\n",
+ "\n",
+ "# plt.show()\n",
+ " \n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 249,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "signal_slice = np.index_exp[200:700]\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 250,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "data = df_filter3\n",
+ "\n",
+ "data['binsignal'] = ''\n",
+ "data['peakPLWL'] = ''\n",
+ "data['peakPL_count'] = ''\n",
+ "# data['half_max'] = ''\n",
+ "data['fwhm_ev'] = ''\n",
+ "data['fwhm_nm'] = ''\n",
+ "data['centroid'] = ''\n",
+ "\n",
+ "y_value = data['counts']\n",
+ "\n",
+ "for n in range(data.shape[0]):\n",
+ " data['centroid'][n] = np.zeros(y_value[0].shape)\n",
+ " data['peakPLWL'][n] = np.zeros(y_value[0].shape[0])\n",
+ " data['peakPL_count'][n] = np.zeros(y_value[0].shape[0])\n",
+ "# data['half_max'][n] = np.zeros(y_value[0].shape[0])\n",
+ " data['fwhm_nm'][n] = np.zeros(y_value[0].shape[0])\n",
+ " data['fwhm_ev'][n] = np.zeros(y_value[0].shape[0])\n",
+ " \n",
+ "\n",
+ " \n",
+ "\n",
+ "#gives the sum in the indexed slices\n",
+ "for n in range(data.shape[0]):\n",
+ " data['binsignal'][n] = np.round(np.nansum(y_value[n][:, int(str(signal_slice).split('e(')[1].split(\",\")[0]):int(str(signal_slice).split('e(')[1].split(\",\")[1][1:])], axis = 1),4)#[:, int(str(signal_slice).split('e(')[1].split(\",\")[0]):int(str(signal_slice).split('e(')[1].split(\",\")[1][1:])], axis = 1) \n",
+ "\n",
+ " for q in range(y_value[0].shape[0]):\n",
+ " x = data['counts'][n][q]\n",
+ " peaks, _ = find_peaks(x)\n",
+ " results_half = peak_widths(x, peaks, rel_height=0.5)\n",
+ "\n",
+ " index_width = results_half[0][np.argmax(results_half[0])]\n",
+ "# half_max = results_half[1][np.argmax(results_half[0])]\n",
+ " left_index = results_half[2][np.argmax(results_half[0])]\n",
+ " right_index = results_half[3][np.argmax(results_half[0])]\n",
+ " centroid_index = int(((left_index + right_index) /2))\n",
+ " \n",
+ " \n",
+ " data['centroid'][n][q] = data['wl'][n][centroid_index]\n",
+ "\n",
+ " peakPLWL_index = np.argmax(x)\n",
+ "\n",
+ " data['peakPL_count'][n][q] = np.max(x)\n",
+ "\n",
+ "\n",
+ " data['peakPLWL'][n][q] = data['wl'][n][peakPLWL_index]\n",
+ "\n",
+ " data['fwhm_ev'][n][q] = 1*(1240/data['wl'][n][1] - 1240/data['wl'][n][0]) * index_width #calcualtes nm difference between two points and multiplied by index width\n",
+ "\n",
+ " data['fwhm_nm'][n][q] = 1*(data['wl'][n][0] - data['wl'][n][1]) * index_width\n",
+ " "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 251,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " wl | \n",
+ " time | \n",
+ " counts | \n",
+ " name | \n",
+ " Chlorine_Loading | \n",
+ " Energy_Flux | \n",
+ " counts_despiked | \n",
+ " tseries_avg | \n",
+ " tseries_avg_smooth | \n",
+ " tseries_smooth | \n",
+ " binsignal | \n",
+ " peakPLWL | \n",
+ " peakPL_count | \n",
+ " fwhm_ev | \n",
+ " fwhm_nm | \n",
+ " centroid | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " | 11_Glass_D_p1 | \n",
+ " [767.467896, 767.2950439999998, 767.1222529999... | \n",
+ " [0.0, 60.0, 120.0, 180.0, 240.0, 301.0, 361.0,... | \n",
+ " [[80.940147, 93.720169, 85.163002, 85.977112, ... | \n",
+ " 11_Glass_D_p1 | \n",
+ " 0 | \n",
+ " 39 Suns | \n",
+ " [[80.940147, 93.720169, 85.163002, 85.977112, ... | \n",
+ " [83.36924307407406, 86.90415966666666, 85.2576... | \n",
+ " [85.36887235614617, 85.15458086736558, 84.9450... | \n",
+ " [[84.52359463337342, 84.63116930985983, 84.717... | \n",
+ " [120058.7892, 122168.2877, 122135.3151, 122011... | \n",
+ " [673.814514, 671.919006, 674.503845, 673.29754... | \n",
+ " [539.606689, 539.861328, 536.085815, 538.12408... | \n",
+ " [0.06068836050775412, 0.0614702578133476, 0.06... | \n",
+ " [28.820819841050245, 29.192141807736643, 29.45... | \n",
+ " [[675.53772, 675.53772, 675.53772, 675.53772, ... | \n",
+ "
\n",
+ " \n",
+ " | 08_Glass_C_p1 | \n",
+ " [767.467896, 767.2950439999998, 767.1222529999... | \n",
+ " [0.0, 60.0, 120.0, 180.0, 240.0, 301.0, 361.0,... | \n",
+ " [[104.796196, 102.240189, 98.789085, 90.233398... | \n",
+ " 08_Glass_C_p1 | \n",
+ " 1 | \n",
+ " 39 Suns | \n",
+ " [[104.796196, 102.240189, 98.789085, 90.233398... | \n",
+ " [93.72017166666667, 90.88016688888888, 91.2190... | \n",
+ " [92.65873652424295, 92.43002057751742, 92.2110... | \n",
+ " [[102.95417020180064, 102.75418128250625, 102.... | \n",
+ " [85546.7747, 59777.8584, 51036.3824, 46504.673... | \n",
+ " [677.4332889999998, 673.642212, 671.574341, 67... | \n",
+ " [311.655182, 208.093796, 174.097488, 152.31074... | \n",
+ " [0.07213346650599305, 0.06752313273331914, 0.0... | \n",
+ " [34.2560851090059, 32.066643872537384, 30.8860... | \n",
+ " [[679.673584, 679.673584, 679.673584, 679.6735... | \n",
+ "
\n",
+ " \n",
+ " | 02_Glass_B_p1 | \n",
+ " [757.4482419999999, 757.275391, 757.1025999999... | \n",
+ " [0.0, 60.0, 120.0, 180.0, 240.0, 301.0, 361.0,... | \n",
+ " [[65.55307, 75.510498, 64.694687, 75.443779, 6... | \n",
+ " 02_Glass_B_p1 | \n",
+ " 5 | \n",
+ " 39 Suns | \n",
+ " [[65.55307, 75.510498, 64.694687, 75.443779, 6... | \n",
+ " [101.16347464444445, 92.85616242222223, 82.384... | \n",
+ " [83.03333875912575, 81.63343452962137, 80.3038... | \n",
+ " [[69.52400202251644, 69.54682572304169, 69.566... | \n",
+ " [523186.2259, 481469.6684, 461674.6215, 448472... | \n",
+ " [667.064575, 667.926208, 668.0985109999999, 66... | \n",
+ " [2477.663574, 2276.874268, 2198.374023, 2128.7... | \n",
+ " [0.06008683937436556, 0.05957044608126019, 0.0... | \n",
+ " [27.79485936651922, 27.55598710914765, 27.2552... | \n",
+ " [[669.649414, 669.649414, 669.649414, 669.6494... | \n",
+ "
\n",
+ " \n",
+ " | 05_Glass_A_p1 | \n",
+ " [767.467896, 767.2950439999998, 767.1222529999... | \n",
+ " [0.0, 60.0, 120.0, 180.0, 240.0, 301.0, 361.0,... | \n",
+ " [[109.908203, 107.352196, 110.711906, 104.7047... | \n",
+ " 05_Glass_A_p1 | \n",
+ " 10 | \n",
+ " 39 Suns | \n",
+ " [[109.908203, 107.352196, 110.711906, 104.7047... | \n",
+ " [101.57751966666667, 101.00951977777778, 104.3... | \n",
+ " [103.94518566596356, 103.74568226616115, 103.5... | \n",
+ " [[109.15754761285162, 108.85101860879828, 108.... | \n",
+ " [1986366.9631, 1595576.0895, 1371559.0804, 120... | \n",
+ " [683.4650269999998, 683.1202999999999, 683.292... | \n",
+ " [8268.383789, 6624.858398, 5760.371582, 4994.8... | \n",
+ " [0.07956636616699285, 0.07989751927917481, 0.0... | \n",
+ " [37.785959045852614, 37.943223208307295, 37.69... | \n",
+ " [[687.4288939999999, 687.4288939999999, 687.42... | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " wl \\\n",
+ "11_Glass_D_p1 [767.467896, 767.2950439999998, 767.1222529999... \n",
+ "08_Glass_C_p1 [767.467896, 767.2950439999998, 767.1222529999... \n",
+ "02_Glass_B_p1 [757.4482419999999, 757.275391, 757.1025999999... \n",
+ "05_Glass_A_p1 [767.467896, 767.2950439999998, 767.1222529999... \n",
+ "\n",
+ " time \\\n",
+ "11_Glass_D_p1 [0.0, 60.0, 120.0, 180.0, 240.0, 301.0, 361.0,... \n",
+ "08_Glass_C_p1 [0.0, 60.0, 120.0, 180.0, 240.0, 301.0, 361.0,... \n",
+ "02_Glass_B_p1 [0.0, 60.0, 120.0, 180.0, 240.0, 301.0, 361.0,... \n",
+ "05_Glass_A_p1 [0.0, 60.0, 120.0, 180.0, 240.0, 301.0, 361.0,... \n",
+ "\n",
+ " counts \\\n",
+ "11_Glass_D_p1 [[80.940147, 93.720169, 85.163002, 85.977112, ... \n",
+ "08_Glass_C_p1 [[104.796196, 102.240189, 98.789085, 90.233398... \n",
+ "02_Glass_B_p1 [[65.55307, 75.510498, 64.694687, 75.443779, 6... \n",
+ "05_Glass_A_p1 [[109.908203, 107.352196, 110.711906, 104.7047... \n",
+ "\n",
+ " name Chlorine_Loading Energy_Flux \\\n",
+ "11_Glass_D_p1 11_Glass_D_p1 0 39 Suns \n",
+ "08_Glass_C_p1 08_Glass_C_p1 1 39 Suns \n",
+ "02_Glass_B_p1 02_Glass_B_p1 5 39 Suns \n",
+ "05_Glass_A_p1 05_Glass_A_p1 10 39 Suns \n",
+ "\n",
+ " counts_despiked \\\n",
+ "11_Glass_D_p1 [[80.940147, 93.720169, 85.163002, 85.977112, ... \n",
+ "08_Glass_C_p1 [[104.796196, 102.240189, 98.789085, 90.233398... \n",
+ "02_Glass_B_p1 [[65.55307, 75.510498, 64.694687, 75.443779, 6... \n",
+ "05_Glass_A_p1 [[109.908203, 107.352196, 110.711906, 104.7047... \n",
+ "\n",
+ " tseries_avg \\\n",
+ "11_Glass_D_p1 [83.36924307407406, 86.90415966666666, 85.2576... \n",
+ "08_Glass_C_p1 [93.72017166666667, 90.88016688888888, 91.2190... \n",
+ "02_Glass_B_p1 [101.16347464444445, 92.85616242222223, 82.384... \n",
+ "05_Glass_A_p1 [101.57751966666667, 101.00951977777778, 104.3... \n",
+ "\n",
+ " tseries_avg_smooth \\\n",
+ "11_Glass_D_p1 [85.36887235614617, 85.15458086736558, 84.9450... \n",
+ "08_Glass_C_p1 [92.65873652424295, 92.43002057751742, 92.2110... \n",
+ "02_Glass_B_p1 [83.03333875912575, 81.63343452962137, 80.3038... \n",
+ "05_Glass_A_p1 [103.94518566596356, 103.74568226616115, 103.5... \n",
+ "\n",
+ " tseries_smooth \\\n",
+ "11_Glass_D_p1 [[84.52359463337342, 84.63116930985983, 84.717... \n",
+ "08_Glass_C_p1 [[102.95417020180064, 102.75418128250625, 102.... \n",
+ "02_Glass_B_p1 [[69.52400202251644, 69.54682572304169, 69.566... \n",
+ "05_Glass_A_p1 [[109.15754761285162, 108.85101860879828, 108.... \n",
+ "\n",
+ " binsignal \\\n",
+ "11_Glass_D_p1 [120058.7892, 122168.2877, 122135.3151, 122011... \n",
+ "08_Glass_C_p1 [85546.7747, 59777.8584, 51036.3824, 46504.673... \n",
+ "02_Glass_B_p1 [523186.2259, 481469.6684, 461674.6215, 448472... \n",
+ "05_Glass_A_p1 [1986366.9631, 1595576.0895, 1371559.0804, 120... \n",
+ "\n",
+ " peakPLWL \\\n",
+ "11_Glass_D_p1 [673.814514, 671.919006, 674.503845, 673.29754... \n",
+ "08_Glass_C_p1 [677.4332889999998, 673.642212, 671.574341, 67... \n",
+ "02_Glass_B_p1 [667.064575, 667.926208, 668.0985109999999, 66... \n",
+ "05_Glass_A_p1 [683.4650269999998, 683.1202999999999, 683.292... \n",
+ "\n",
+ " peakPL_count \\\n",
+ "11_Glass_D_p1 [539.606689, 539.861328, 536.085815, 538.12408... \n",
+ "08_Glass_C_p1 [311.655182, 208.093796, 174.097488, 152.31074... \n",
+ "02_Glass_B_p1 [2477.663574, 2276.874268, 2198.374023, 2128.7... \n",
+ "05_Glass_A_p1 [8268.383789, 6624.858398, 5760.371582, 4994.8... \n",
+ "\n",
+ " fwhm_ev \\\n",
+ "11_Glass_D_p1 [0.06068836050775412, 0.0614702578133476, 0.06... \n",
+ "08_Glass_C_p1 [0.07213346650599305, 0.06752313273331914, 0.0... \n",
+ "02_Glass_B_p1 [0.06008683937436556, 0.05957044608126019, 0.0... \n",
+ "05_Glass_A_p1 [0.07956636616699285, 0.07989751927917481, 0.0... \n",
+ "\n",
+ " fwhm_nm \\\n",
+ "11_Glass_D_p1 [28.820819841050245, 29.192141807736643, 29.45... \n",
+ "08_Glass_C_p1 [34.2560851090059, 32.066643872537384, 30.8860... \n",
+ "02_Glass_B_p1 [27.79485936651922, 27.55598710914765, 27.2552... \n",
+ "05_Glass_A_p1 [37.785959045852614, 37.943223208307295, 37.69... \n",
+ "\n",
+ " centroid \n",
+ "11_Glass_D_p1 [[675.53772, 675.53772, 675.53772, 675.53772, ... \n",
+ "08_Glass_C_p1 [[679.673584, 679.673584, 679.673584, 679.6735... \n",
+ "02_Glass_B_p1 [[669.649414, 669.649414, 669.649414, 669.6494... \n",
+ "05_Glass_A_p1 [[687.4288939999999, 687.4288939999999, 687.42... "
+ ]
+ },
+ "execution_count": 251,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "data"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 252,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Index(['wl', 'time', 'counts', 'name', 'Chlorine_Loading', 'Energy_Flux',\n",
+ " 'counts_despiked', 'tseries_avg', 'tseries_avg_smooth',\n",
+ " 'tseries_smooth', 'binsignal', 'peakPLWL', 'peakPL_count', 'fwhm_ev',\n",
+ " 'fwhm_nm', 'centroid'],\n",
+ " dtype='object')"
+ ]
+ },
+ "execution_count": 252,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "data.columns"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 263,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "image/png": {
+ "height": 455,
+ "width": 598
+ }
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "for n in range(data.shape[0]):\n",
+ " plt.plot(data['time'][n], 1240/data['peakPLWL'][n], label=(str(data['Chlorine_Loading'][n])+'% Chlorine'), linewidth=3)\n",
+ "\n",
+ "plt.ylabel('Peak Photon Energy, eV', size=15)\n",
+ "plt.xlabel('40 Sun Exposure, seconds', size=15)\n",
+ "plt.xlim(data['time'][n][0],data['time'][n][-1])\n",
+ "\n",
+ "plt.ylim(1.8,1.9)\n",
+ "plt.xticks(size=15)\n",
+ "plt.yticks(size=15)\n",
+ "\n",
+ "# plt.legend()\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 265,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "image/png": {
+ "height": 455,
+ "width": 598
+ }
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "for n in range(data.shape[0]):\n",
+ " plt.plot(data['time'][n], data['fwhm_ev'][n], label=data['Chlorine_Loading'][n], linewidth=3)\n",
+ "\n",
+ "plt.ylabel('PL Emission FWHM, eV', size=15)\n",
+ "plt.xlabel('40 Sun Exposure, seconds', size=15)\n",
+ "plt.xlim(data['time'][n][0],data['time'][n][-1])\n",
+ "\n",
+ "plt.ylim(.04,.1)\n",
+ "plt.xticks(size=15)\n",
+ "plt.yticks(size=15)\n",
+ "\n",
+ "# plt.legend()\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 268,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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VCQAAAABAWiNgAiTJMKQxJ0kXvyH96Flp6LHxjbf6eem+6dIT50nbP05MjQAAAAAApCkCJiCUYUijZksXvizNfUEaPj2+8da+JD0wS/r7mdLW5YmpEQAAAACANEPABERjGNKI6dIFL0gXvhIIneLx1evSg3Okx06XNr+XmBoBAAAAAEgTBExAZ4YdG1g2d/Gb0uhvxTfW14ulh0+RHjlV+vptyTQTUiIAAAAAAHYiYAK66qAp0vlPBRqCjzs1vrE2LZEe+4700MnSV28QNAEAAAAAMhoBE9Bdg4+Qzv2HdNlSafx3JRk9H2vrB9Lfvy/NP1Fa+wpBEwAAAAAgIxEwAT01cKJ09qPSTz6QJp0lGXH857R9hfTEOdJ9M6TV/5b8/sTVCQAAAABAkhEwAfGqHCd9f770X8ulyedJhrPnY+36XHryh9Jfj5e+fJagCQAAAACQEQiYgESpGC2d8Vfpio+kI34kOXJ6PtaeL6UFF0h/OUb6fIHk9yWsTAAAAAAAEo2ACUi08pHS6XdLV3wsTZknOVw9H2vfWulfF0v3fEP69HHJ501cnQAAAAAAJAgBE5AsZcOkU++QrvpM+salkjOv52Pt/0paeLl091HSikclrztxdQIAAAAAECcCJiDZ+g6R/uM26erPpWP/W8op6PlY1Zukf18p3XWk9OF8yduSsDIBAAAAAOgpwzR5LjrsMWHChLD9NWvWyB/S1LqsrExVVVWpLiv56vdK798lLZ8veRriG6tksHTcVdJRcyVXHMEVAAAAAKDXKC8vV3V1tbWfiPtvZjABqVbcX5rzG+nqL6Tp10p5fXo+Vt0O6ZXrpDsPk967S3LHGVgBAAAAANADzGBC2khGgpoRmqqlZfdJH/xFaq6Nb6zCftK0K6SpF0t5JYmpDwAAAACQVZJx/03AhLTRawOmoOYD0vL7pffvkZri/NwFZdIx/yUdfYmU3zcx9QEAAAAAsgIBE7Jarw+YglrqpY8eDCx5a9gb31h5faVjLpOOvkwqLE9MfQAAAACAjEYPJqA3yCsONO6+6nPpW7dIxQN6PlZLrfT2rYEeTW/cLDXsT1ydAAAAAAC0ImAC0lVuoXTsT6SrPpNO+aPUZ0jPx3LXSe/+n3TnJOm1X0r1exJXJwAAAACg1yNgAtKdqyDQS+nKT6RT75D6Du35WJ6GwNK7Ow+TXrleOrAzcXUCAAAAAHotAiYgU+TkSVPmSVd+LH3nbqlsRM/H8jYFnlr358nSi9dKtdsSVycAAAAAoNchYAIyjdMlHfkj6b8/ks64T+o3uudj+VqkDx+Q/ny49O+rpOrNCSsTAAAAANB7EDABmcqZI00+V/qvZdL3H5T6j+v5WH6PtOIR6a4jpYX/Je3fkLAyAQAAAADZj4AJyHQOpzTpTOny96WzH5MGTOr5WH6v9OnfpbunSP+6RNq7LnF1AgAAAACyFgETkC0cDmn86dJlS6Rzn5AGHd7zsUy/9PmT0j3fkJ6eJ+1elbAyAQAAAADZh4AJyDaGIY37D+mSxdL5T0tDpsQxmCmtfEa691jpyR9JOz9PVJUAAAAAgCxCwARkK8OQRs+RLn5D+tGz0tBj4xtv9fPSfdOlJ86Ttn+cmBoBAAAAAFmBgAnIdoYhjZotXfiyNPcFafj0+MZb+5L0wCzp72dKW5cnpkYAAAAAQEYjYAJ6C8OQRkyXLnhBuvCVQOgUj69elx6cIz12urT5vcTUCAAAAADISARMQG807NjAsrmL35RGfyu+sb5eLD18ivTIqdLXb0ummZASAQAAAACZg4AJ6M0OmiKd/1SgIfi4U+Mba9MS6bHvSA+dLH31BkETAAAAAPQiBEwApMFHSOf+Q7psqTT+u5KMno+19QPp79+X5p8orX2FoAkAAAAAegECJgBtBk6Uzn5U+skH0qSzJCOOvyK2r5CeOEe6b4a0+t+S35+4OgEAAAAAaYWACUB7leOk78+X/utDafIPJMPZ87F2fS49+UPpr8dLK/8l+X2JqxMAAAAAkBYImADEVnGIdMa90hUrpCP/U3Lk9HysPV9KT18o/eVY6fMFBE0AAAAAkEUImAB0rnyE9J27pCs/kabMk5y5PR9r31rpXxdLd0+VPn1c8nkTVycAAAAAwBaGadKBF+mhvLxc1dXV1n5ZWZmqqqpsrAgx1W6Xlv5Z+vhRydsc31h9D5ZGzAg80W7IFKlyvOSMY6YUAAAAAKBDybj/JmBC2iBgykB1u6T37pI+fFDyNiVmTFdh4Kl2Q46SDpoaCJ76DE7M2AAAAAAAAiZkNwKmDFa/V3r/bmn5A5KnIfHj9xnSGjhNCYROgw6XcgsTfx0AAAAA6AUImJBVJkyYELa/Zs0a+UMeZU/AlIEaq6QP/iItu09qOZC86xhOacD4QNg0pDV06neI5KCtHAAAAAB0hoAJWYWAKYs11QRCpg/ukZprU3PNvL7SkCPbltUNmSIV9UvNtQEAAAAggxAwIauxRC4LNR+QPnxAeu9uqcmG38uyEW3L6oZMkQZOknLieAIeAAAAAGQBAiZkNQKmLNZSL330kPTe/yc17LWvDmeeNOiw1mV1rV+lwyTDsK8mAAAAAEgxAiZkNQKmXsDdKK14JBA01e20u5qAov6tgVPrU+sGHynl97G7KgAAAABIGgImZDUCpl7E55W2fiBtXSZt+yjw1bDH7qpaGVL/cYHAKdhAvPJQyeG0uzAAAAAASAgCJmQ1AqZezDSl2q3Stg+lbSsCv+78TPK12F1ZgKtIGnxE27K6IVOkPoPsrgoAAAAAeiQZ99858RYFAHEzDKl0aOBr4vcDx7xuaffKwOym7R8FQqeqr+2pz9MgbX438BXU56C2ZXVDpkiDJku5hfbUBwAAAAA2YwYT0gYzmNCpxippe+sMp2Dw1Fxrd1UBjhxpwIS2ZXUHTZHKR0kOh92VAQAAAEAYlsghqxEwodv8fqlqQ2sfpw8DgdOulZLps7uygPxSachRrUvrpga2C8vtrgoAAABAL0fAhKxGwISEcDcG+jcFl9VtWyEd2GZ3VW3KR7X1cTpoijRgopSTa3dVAAAAAHoRAiZkNQImJM2Bna2BU+vXjk8CfZXSgTMv0L/poKltPZ36HhzoSwUAAAAASUCTbwDoiT6DpD6nSYeeFtj3eaW9a9qW1W37SNq7VpINebuvRdq2PPAVVFQZ/sS6IUdKeSWprw0AAAAAuogZTEgbzGCCrZprAzObgsvqtn0oNe6zu6pWhlR5aGs/p9YG4v3HSQ6n3YUBAAAAyEAskUNWI2BCWjFNqWZz27K67R8Fejv53HZXFpBbLA0+IqSB+BSpZIDdVQEAAADIAARMyGoETEh73pbAU+qsBuIfSdUb7a6qTd+DQxqIT5UGHSa5CuyuCgAAAECaIWBCViNgQkZq2CdtX9E60+lDafvHUkut3VUFOHICT6kLLqs7aKpUPpIG4gAAAEAvR8CErEbAhKzg90v7vwppIP6htHuVZPrsriygoKytl1OwgXhhud1VAQAAAEghAiZkNQImZC13Q6B/U3BZ3baPpLoddlfVpt8hrcvqWr8GTJScLrurAgAAAJAkBEzIagRM6FUO7AhZVrci8AQ7T6PdVQXk5EuDDm8LnIZMkfoexNI6AAAAIEsQMCGrETChV/N5pT2rWpfVtX7tW2t3VW2KB7Quq2tdXjf4CCmv2O6qAAAAAPQAAROyGgETEKGpRtrxsbRtRVtPp8b9dlcVYDik/oe2zXI6aKpUMUZyOO2uDACA/7+9+w6PqkofOP7OpPdCEkoCKZBIRwgJiguCouuqK1ZAFxUVBVyx7E/syOrqWlkU1wJS1F0FsS2u4Cpo6KiIIEjvJZSEdNKTOb8/hgy503KnZBLg+3me85B777nnnDvcM7nz5pwzAIAmEGDCWY0AE9AEpUSK9ptHNzUsIH50k4iptqVbZhYYIZLY9/QC4kn9RcITWrpVAAAAAKwQYMJZjQAT4Ia6apFjmxstIL5OpPhAS7fqtOhOp4JNp6bXxaWbv8mO9ZwAAACAFtMcn7/9PW0UAKAF+QednqbW4GS+eeHwhml1ub+IVJe2TPuKD5rTls9P7wuMMAeeYpLN/0Yna38OjmyZtgIAAABwGwEmADjbhMeLnHeFOYmImEwiJ3aenlZ3eL1I3hYRZWqZ9tWUmevP22L/eHC0VfAp5fTP0R1FAsN82VoAAAAAOhBgAoCzndEoktDVnPqONu+rPilydOPpaXW560XKjrZoMy2qikWOFosc/dX+8bB4+yOfGgJQ/kG+bC0AAAAAIcAEAOemoHCRlN+ZU4OS3NPT6g7/LHJko0hdZYs10aHyfHPKXW/noEEkop2d4NOpKXmRiSJ+AT5vMgAAAHC2I8AEADCLSjSnHteat+trRfK2np5Wd3idSMGuFm1i05R5JFbZUZFDP9geNviZg0z2gk/RyebglNHP980GAAAAznAEmAAA9vkFiLTvY05ZY837KovMi4Yf/vn0mk6VRc7LaU1UvUjJQXOyxxhgnmanCT6lnP45PIFvwAMAAADsIMCEFtOjRw/NdklJSQu1BIBuITEiXS41JxERpUQK957+1rrDP4sc2yxiqm3ZdrrLVGu+nsK99o/7B9sf+dQQiAqJIQAFAACAcxIBJgCA+wwGkTadzan3CPO+2iqRY5saLSD+s0ixgxFDZ5q6KvM38p3Yaf94YMSpAJR18OnUv8FRvm0vAAAA4CMGpZRq6UYAIiKxsbFSVHR6qk1MTIwUFha2YIsAeE1FoUjxAZGiA+ZgU/Gpfxu2W+Ni4s0hONoq+NR4MfJOIoFhLd1CAAAAnAOa4/M3I5gAAM0vNNacOvS1PaaU+Vvhig6cCjw1Dj4dECk+dOZOubNWVSxyrNg8wsuesHg7U/A6iUSnmNeG8g/yYWMBAAAA/QgwAQBalsFgXjw7PEGkY5btcZPJ/K1wDSOfNKOgDoiU5JoX7z4blOebU+56+8cj2tsJPp0aBRWZaF6YHQAAAGgBBJgAAK2b0SgSlWhOyRfaHq+vFSk94ngKXtlRETlLZoOXHTWnQz/YHjP4mYNMjtZ/imgvYvTzfZsBAABwTiDABAA4s/kFmIMoMckiqXaO11WLlBwWKdpvZ/2nA+YRQ2cDVS9SctCcDqyyPW4MEIlKsv3mu4ZRUOEJfAMeAAAA3EaACQBwdvMPOv1Nd/bUVJwKPDWadlfUaC2oyiL7551pTLUiRfvMyR7/YAfrP50KSIXGEoACAACAQwSYAADntsBQkYSu5mRPVamD9Z9OjYKqKfNte5tLXZXIiZ3mZE9guIPg06nt4CjfthcAAACtCgEmAACcCY4UadfTnKwpZR7h5Cj4VHxQpK7S921uDjUnRfK2mJM9wdG26z9FdjiVEs3fkMcaUAAAAGctAkwAALjLYDBPHQuNFenQ1/a4UuY1nixT7qzWfyo+ZJ66djaoKhY5VixybJP94wY/80LjjYNOkR1EItuf/jmiPd+EBwAAcIYiwAQAQHMxGMyLZ4cniHTMsj1uMpm/Fc7uFLwDIiW55sW7zwaqXqT0sDk5dOr1aghAWQJSiY0CUx1EAkJ81mwAAADoQ4AJAICWYjSKRCWaU/KFtsfra0VKc7VT7hqPgio7KiLK581uPkrk5HFzOrLBcbaQGKugU6MRUA0/B0f6rtkAAAAgwAQAQKvlFyASk2JOqXaO11WLlBwWKdpvZ/2nA+bpeWejyiJzOv6b4zyBEVYBKOvRUInmQBXfjAcAAOAVBJgAADhT+QeJtOlsTvbUVJwKPDVMwduvDURVFvm0uT5VUyZyYoc5OeIffGrkUwc7a0OdSmEJ5pFmAAAAcIoAEwAAZ6vAUJGEruZkT1XJ6QCUvSl4NWW+ba+v1VWJFO41J0eM/raLk1uvDRXRjsXJAQDAOY8AEwAA56rgKJF2vczJmlLmEU42i483CkbVVfq+zb5mqhMpOWRODhlEwttqvxHPejRURAeRgGCfNRsAAMDXCDABAABbBoNIaKw5dehre1wp8xpPDes9aQJRB0VKj5wbASgRMS9OfsycnC5OHusgANUoMBUU4btmAwAAeBEBJgAA4DqDQSQ8wZw6ZtkeV0qkqtgcaCo9Yv42PMvPjVJ1ic+b3mIqC83p+GbHeYIitaOe7I2GYnFyAADQChFgAgAA3mcwmAMhITEibXs4zlddJlJ6VKTMXiAq13ys4oTv2t3SqktF8ktF8rc7ztOwOLm90VARp0ZDhcWzODkAAPApAkwAAKDlBEWIxEeIxGc4zlNbJVJ2VBt4KjuqDUaVHRMR5bNmtyhdi5MHWC1Obmc0VHg7ET8eBQEAgHfwVAEAAFq3gGCR2FRzcqS+VuTkcfOIJ0vgqXEA6oj5mKnWd+1uSaZakZKD5uSIwSgSlmBnGl6jtaFYnBwAAOhEgAkAAJz5/AJEopLMSeysCSUiYjKZp9vZXQ+q0b5zZXFyZWq0OPkvjvOFtrGahmdnNFRQuO/aDQAAWiUCTAAA4NxgNJ5emNzeN+OJmBcnryxqNCXPzmio0qPn1uLkFQXmdMzJ4uQBYSJhbURC48zrP4XFmVPj7dA2p38OCPFd+wEAgE8QYAIAAGhgMIiExpqTnsXJbabhNQpGVRT4rt0trbZcpLhcpNjJlLzGAsNPBZxOBaBC4+wEpdqcPsY0PQAAWj0CTAAAAK7SvTj5qRFP9kZDlR09txYnb6zmpDkVH9CXPzDCaoRUGyeBqTgR/6DmbT8AALBBgAkAAKA5BASLxKaZkyOWxcmtp+Ed0Y6MMtX5rt2tUU2ZORXt15c/MOJ04CksvonRUgSkAADwBgJMAAAALUWzOLkDJpNIeX6jKXj2glG5InVVvmt3a2cJSO3Tlz8oUhtwsh4R1fhYaJyIf2Dzth8AgDMQASYAAIDWzGgUiWhrTk0tTm4dgCqzGg1VXerbtp8pqkvNqXCvvvxBUbaBJ80IKaspfH4Bzdt+AABaAQJMAAAAZ7rGi5O36+k4X1Vpo2/IszMaquwcW5zcXdUl5lS4R1/+4Cjna0Y1/oa90DYEpAAAZyQCTAAAAOeK4Ehzij/PcZ7aSqsgVK7tN+adPC7n5OLk7qoqMaeC3fryB0dbrR8V73i0VGgbET8e6QEALY/fRgAAADgtIETf4uRlx059E95RkfIT5lRxwrxeVPkJ80io8nzzv8rku/afDaqKzUlvQCokRvsNe3bXjzq1HRJLQAoA0Cz47QIAAADX+AWIRHc0p6aYTOb1oTTBpxOng1INQaiGnysLCUi5qrLInAp26chsMAekdH3DXrx52qXRr9kvAQBw5iPABAAAgOZjNJ5a9LqN86l5DUz15mCJJfh0ws4IqYLTP1cUCtP1XKHMQbzKQpETO3Xkb1jfyzr4FGdeWyro1LTLoAjz4ueWnyPNo+EMhma/IgBA60CACQAAAK2H0e90IEO6Np3fVG8OMlVYj4hyMFqqskgISLlCmV/PigKREztcO9XofzrYFBxp/lfzc4SO/RGMoAKAMwQBJgAAAJy5jH4i4fHmpEd9nXn0jvWIKEejpSqLmrf9ZzNT3enpe54IDLcaKWX9c5SdQFbE6RFWQREiAcHeuSYAgEMEmAAAAHDu8PMXCU8wJz0sAal8fSOkqoqbtfnnpJqT5lR2xP0y/AKdj5qyCV7Z2R8Ybp7yCQCwiwATAAAA4IjLAala85Q9h+tHWW1XlTRv+2FWX2N+zStOeFCIwf4UPpufo7T7rdeo8gvw2mUBQGtCgAktpkePHprtkhIesAAAwBnOL0Akoq056VFfqx0RpRkVZWe0FAGpFqREqkvMqdSDYvyDdYyaamKNqsAwFlAH0OoQYAIAAABail+ASEQ7c9KjruZ00MnRN+xZjhWYgyFoXeqqzKk8z/0yDH4OAlAurFEVFGkeoQcAXsI7ClrMli1bNNuxsbFSVMRCmgAAAA75B4pEtjcnPeqqrUZBFThZT6pApNqToTnwGVVvXu/L0zW/AsKcTPmzCkgFhJhHTgWEmM8LCBEJDBUJaJQIWAHnNN4BAAAAgLOVf5BIZAdz0qO2ymqEVOOfT42QqjhhXmequswckKqrat5rQPOpLTenk8e8U55foPMAVGCozuPW+04l/yCmBgKtGAEmAAAAAGYBwSJRieakV12NOdBUXSpSderf6rJGPzfaX1V6OjDV+OfqMhFRzXZZ8JH6GnNqrrXCDMZTwaYQ+wEozSirpo7bC3KFiBj9mqftwDmAABMAAAAA9/kHivjHiYTFuV+GySRSc9JOkKrETsDKSfDKVOu960Lro07dJzUnm68O/2DnAaimpgnajNKyCnj5BzZf24EWRoAJAAAAQMsyGs3r/QRHikS5WYZS5jWnNEEqe6OmnI22Kmve4AVav4ZF2CubaW1Yo7+OEVf2pgk6CVpZB8GYRogWQoAJAAAAwJnPYDBP8QsIFglPcL8cU72T6XwlDgJWDUGqktM/q3rvXRvOHqa600HO5hJgHZBycRqh0c8csBUREXX6Z6Uabbvxr6UML5RlmVHrSRn22uJumQ7Oc/lam8qvp30666wua+pOchkBJgAAAABoYPQTCYkxJ3cpJVJb4cJaVA7211V677pw7qitMCcpaOmWoDUz1Xm9SAJMAAAAAOBNBoN5lEhgmEhEO/fLqa9tYi2qEueLpzfkZQF1AD5AgAkAAAAAWiO/AJHQWHNyl8kkUlvufDpfU4unW0bEAIBjBJgAAAAA4GxlNIoERZiTJLpfjslkXvy6IdhUU3H659pKkZpy87+1p/7VHG/I7+j4qfNZtwo4oxFgAgAAAAA4ZzSaF4MODG2e8pUyTwnUHaBqCGg1FfBqdLy+unnaDkBECDABAAAAAFqawSDiH2hOniyw7oyp3nkASveILCfHWe8K5zACTAAAAACAs5/Rr9F0wWag1KlphO5MGbQKeDk6x1TbPG0HvIAAEwAAAAAAnjIYRAJCzMmThdmdqa91YxSWC8frKu1dmPnaxHD6Ohvva/Jf0ZfPadk6y3B6vqdlOGujK2W78RraPcfD6/GfJiJVju81NxBgAgAAAADgTOAXIOIXJRIc1Tzlm0zmfw2NAyc4KwW8IwSYAAAAAACA9xmNLd0CnMG4ewAAAAAAAOARAkwAAAAAAADwCAEmAAAAAAAAeIQAEwAAAAAAADxCgAkAAAAAAAAeIcAEAAAAAAAAjxBgAgAAAAAAgEcIMAEAAAAAAMAjBJgAAAAAAADgEQJMAAAAAAAA8AgBJgAAAAAAAHiEABMAAAAAAAA8QoAJAAAAAAAAHiHABAAAAAAAAI8QYAIAAAAAAIBHCDABAAAAAADAIwSYAAAAAAAA4BECTAAAAAAAAPAIASYAAAAAAAB4hAATAAAAAAAAPEKACQAAAAAAAB4hwAQAAAAAAACPEGACAAAAAACARwgwAQAAAAAAwCMEmAAAAAAAAOARg1JKtXQjABERPz8/MZlMlm2DwSDR0dEt1yAAAAAAAM5CxcXF0jgcZDQapb6+3qMyCTCh1TAajcLtCAAAAACAbxkMBs2AD3cwRQ4AAAAAAAAeIcAEAAAAAAAAj/i3dAOABo3nfBoMBjEYDBIVFdXCrQJaN5PJJCUlJSIiEhUVJUYjfzcAmkK/AVxHvwFcR79Ba1ZSUqJZosbPz8/jMlmDCa3G4cOHpWPHjiIicujQIUlKSmrhFgGtH/0GcB39BnAd/QZwHf0G5xpCqAAAAAAAAPAIASYAAAAAAAB4hAATAAAAAAAAPEKACQAAAAAAAB4hwAQAAAAAAACPEGACAAAAAACARwxKKdXSjQAAAAAAAMCZixFMAAAAAAAA8AgBJgAAAAAAAHiEABMAAAAAAAA8QoAJAAAAAAAAHiHABAAAAAAAAI8QYAIAAAAAAIBHCDABAAAAAADAIwSYAAAAAAAA4BECTAAAAAAAAPAIASYAAAAAAAB4xL+lGwCIiOzZs0d++uknOXz4sNTU1EhMTIx07dpVBg4cKMHBwS3dPKDVqaqqkjVr1sj27dulqKhIAgMDJSkpSQYMGCBpaWlerYv+ieaglJL9+/fL5s2b5fDhw1JcXCxBQUESExMj6enpkpWV5fX7q6ysTFavXi07d+6U0tJSCQkJkeTkZBk4cKB06NDBq3Vt2bJF1q9fL0ePHpX6+npp06aN9OzZUwYMGCD+/jx+wX01NTWyfft22b9/v+Tm5kpZWZnU1tZKZGSktGnTRnr37i3dunUTPz8/r9RXV1cnP/74o/z2229SUFAgfn5+0r59e8nMzJQePXp4pY4Gubm5snbtWjlw4IBUVlZKZGSkZGRkyO9+9zsJDw/3al1Ac+I5DecsBbSgL774QvXr10+JiN0UHh6u7rvvPpWfn9/STQWcOnz4sPr888/Vo48+qoYOHaoiIiI093JycrJX6snLy1N//vOfVVhYmMN+k5mZqf7zn/94XBf9E95WWFio5syZo0aMGKHi4uIc3lsiogICAtS1116rli1b5nG9e/fuVaNHj1aBgYF26zIYDGrIkCFq+fLlHtVjMpnU7NmzVUZGhsPratOmjXrqqafUyZMnPb4unDs++eQTNW7cONWzZ0/l7+/vtO+IiIqKilLjx49X27Ztc7vOsrIy9eSTT6rY2FiH9Zx33nlqzpw5ymQyeXR9y5YtU0OGDHFYT2BgoLr11lvVvn37PKoHsGfUqFE295y7z208p+FcR4AJLaKqqkr96U9/avIBqSHFx8d7/OAPeNuqVavUddddpzp06NDkPeyNAFNOTk6TH8obp9tuu01VV1e7XA/9E83h3nvvdRjg0XMvl5SUuFXvxx9/rEJDQ3XVYzAY1KOPPurWh+WioiJ12WWX6b6mtLQ09dtvv7l1TTj3JCYmutV3AgIC1JQpU1y+pzdt2qRSU1N11/P73/9eFRcXu3xdJpNJTZo0SXc9YWFh6tNPP3W5HsCRL7/80mvPbTynAQSY0ALq6+vV8OHDbd78/Pz8VGpqqjr//PNVVFSUzfHQ0FC1Zs2alm4+YDFt2jTdv9w9DTCtXLlShYSE2JQbHR2t+vbtq1JSUpSfn5/N8euvv96lDxb0TzSXzMxMu33Dz89PJSUlqczMTNW7d2+795eIqOzsbFVWVuZSnQsWLFBGo9Huw3a/fv1UUlKSMhgMNscffPBBl+qpqKhQ2dnZNuUEBgaqjIwM1atXL7t/zY6Pj1e7du1yqS6cm+wFmIKDg1VGRobKyspSmZmZKjk52e79LCLqzjvv1F3X9u3b7X5IDg8PV71791bp6ekqICDA5viFF16oKisrXbqu++67z6Ycg8GgOnbsqPr162e3HX5+furzzz939SUEbBQXFzsM3rr63MZzGmBGgAk+9+KLL9q86Y0fP17l5uZa8tTX16vPP/9cderUSZMvKSnJrb+QAc3BWYApPDzcawGmwsJCm1FSycnJ6j//+Y/moeTQoUNq3LhxNm2ZOnWq7rron2gujQNM0dHR6t5771WLFi1SpaWlmnx1dXUqJydHDRo0yOZevOGGG3TXt3v3bpugTp8+fdT333+vybd9+3Z1/fXX29T12Wef6a5r/PjxmnONRqOaPHmyKiwstOSprq5Wc+fOVTExMZq8ffv2VXV1dbrrwrkpMTFRdejQQd19993qX//6l9q9e7eqr6+3yVdYWKhmzpypkpKSbO7pOXPmNFlPbW2t6tWrl+a82NhY9f7776uamhpLvoKCAvXkk0/aBHAnTpyo+5o+/vhju318586dmnxLly5VvXv31uSLiIhguhw8dvfdd1vuKevfF648t/GcBpxGgAk+deLECZu1aV544QWH+Q8fPqxSUlI0+Z9++mkfthhwrCHAFBERoYYMGaImTZqkPvnkE7V//36Vk5PjtQDT448/rikrNTVV8yBh7fnnn9fkj4qK0nzQdYT+ieaUmZmpUlJS1KxZs1RFRUWT+evq6tQ999xj8yBtHSBy5Oabb9acl5WV5XCanclksqmrc+fOqra2tsl6tm3bZvNX6Y8++shh/t9++01FR0e7/MEf57Zff/3VpVEOhYWFNmuztG/f3m5QqrEZM2ZozomJiVFbtmxxmP/DDz/U5Pf397cJENlTXV1t8/tj/PjxDq+xuLhY9e/fX5P/tttua7IewJGcnBzLiD+j0ahefvllt5/beE4DTiPABJ965JFHNG9ygwcPbvKBaenSpTZ/tTpx4oSPWgw4tnv3brVlyxa7D+zeCjDl5eXZjIZaunSp03NMJpMaPHiw5pwnnniiybron2hOX331lctrTdTV1dl8qLzllluaPO+3337TjKwIDAxUW7dudXpOZWWlSk9P19Q1c+bMJusaMWKE5pxbb721yXNmzZpl8/7QeHQI4A1bt261mTK3YsUKh/mrq6tVx44dNflnz57dZD2jR492uY++9dZbmnPS09ObnF63ZcsWzTpufn5+Hi1ijnNXRUWF6ty5s+VeeuCBB9x+buM5DdAiwASfqa+vV/Hx8W79Jdp6qsRbb73VzK0FPOOtANP06dNtHib0+O677zTntWvXzulDCP0TrdWCBQs091ebNm2aPOcvf/mLWyMdZs+erTkvOzvbaf7CwkLNN3oZDAa1Z8+eJuupr69XycnJmroWL16sq42AK6wDtDNmzHCY13qx45SUFF2jpnbv3q0JZAUEBDQ5Dcd6dJXeUXy33nqr5rxHHnlE13lAY//3f/9nuYc6deqkysrK3H5u4zkN0DIK4CNr1qyR/Px8y3ZaWpoMGTJE17l33XWXZvs///mPF1sGtF4LFy7UbFv3BUeGDh0qqamplu1jx47JDz/84DA//ROt1aBBgzTbBQUFUlFR4fScL7/8UrOtt9+MHDlSwsLCLNvr1q2TI0eOOMy/aNEiqaurs2wPGTJE0tLSmqzHaDTKHXfcodlHv0Fz6Ny5s2b7xIkTDvNa/7654447xGAw6Krj4osvtmzX1tbK4sWLHeY/fPiw/PLLL5bt8PBwGTFiRJP1iNj2Zes2A01Zt26dvPbaa5btN998U8LDw90uj+c0QIsAE3xm0aJFmu3LLrtM14NLQ97Gli1bJuXl5V5rG9AanTx5UlasWKHZd/nll+s612AwyLBhwzT7vvrqK4f56Z9orWJiYmz2lZSUOMy/Y8cO2b17t2U7LCxMBg4cqKsu67xKKZu+0Zj1Mb39U8S23zjrn4C7qqqqNNvR0dEO8/rqfrau56KLLtIEdp256KKLJDQ01LK9Y8cO2bVrl+524txWW1srd911l9TX14uIyE033SRXX3212+XxnAbYIsAEn9m4caNmW+8Dv4hIhw4dJCUlxbJdU1MjW7du9VLLgNZpy5YtUltba9lOTU2Vdu3a6T7/oosu0mxb90Fnx+ifaC1yc3Nt9rVp08Zhfut7OTs7W/z9/XXX56t+k5mZKUFBQZbtI0eOaP46DXhKKSXr1q3T7MvMzLSb9/jx43Ls2DHLdlBQkPTr1093Xb7qN/7+/pKdna27LqCxF154QTZv3iwi5mDr9OnTPSqP5zTAFgEm+My2bds02927d3fpfOv81uUBZxtf9hn6J1qrlStXaraTk5MlMDDQYX5f3cu1tbWakVKu1hUUFGQzfYl+A2+aM2eOZopn165dbYIzDazvvS5dujjtZ9as7/3du3drpo86q4vfN/CFrVu3yvPPP2/Zfumll1wKBtnDcxpgiwATfKKyslIOHjyo2dexY0eXyrDOv2PHDo/bBbRm1ve4p33mwIEDNtMlROifaN3mzJmj2b7yyiud5vd2v3F0L+/du1fzATokJETi4uKapS7AVe+//77ce++9lm2j0Sj//Oc/HU6p8bTfxMfHS3BwsGW7pqZG9u3b1yx10W/gKpPJJHfddZfU1NSIiHltv7vvvtvjcnlOA2zpHzMOeODEiROilLJsBwQESEJCgktlJCYmarbz8vK80jagtbK+x5OSklw6v23btuLv72/5EGwymaSgoMCmL9E/0VotXrzYZn2LMWPGOD3H035jfS87mrZmXY/1ee7URb+BXjt37tR84KytrZWioiL57bffZOHChZrpL4GBgTJz5ky59NJLHZbnab8RMU/D2bt3r6bM9PR0m3zWfcrTPkq/QVOmT59uWUC7oT/oXb/IGZ7TAFsEmOATJ0+e1GyHhoa6/MZuvQCkdZnA2cb6Hte7CGoDg8EgISEhUlZW5rBMe/von2gNCgsLZdy4cZp91157rcMpPg087TfW+Wtra6W6ulqzXpI36rF3Dv0Ger311lvy+uuvO81jMBjkiiuukBdeeEH69OnjNK+v7ufKykrLAsvu1kW/gSv27dsnTz31lGX78ccfl65du3qlbJ7TAFtMkYNPWL+JNR5GrVdISIjTMoGzja/6Df0TrY3JZJLRo0fL4cOHLfuioqJ0Lcjq6f1sfS/bK9Mb9diri34Db7rpppvkySefbDK4JNJyv2/cqYt+A1fcc889lm9M69q1qzzxxBNeK5vnNMAWASb4hPV8YlcWjmxg/dfjyspKj9oEtHa+6jf0T7Q2kyZNkq+//lqzb8aMGbrWnPD0fra+l0XoNzgzLViwQH73u9/J4MGDbRakt9ZSv2/cqYt+A71mz54tS5cuFRHzaKGZM2e6dW87wnMaYIsAE3zCOtLesMieK6qrq52WCZxtfNVv6J9oTaZPny7/+Mc/NPseeeQRGTlypK7zPb2fre9le2V6ox57ddFvoNdrr70mSilLqqiokEOHDslXX30ld911l2a0wsqVKyUrK0t+/vlnh+W11O8bd+qi30CPo0ePysMPP2zZHjt2rAwaNMirdfCcBtgiwASfCA8P12zb+wtWU6wj7dZlAmcbX/Ub+idai48++kgefPBBzb4xY8bIiy++qLsMT+9ne3/Vpd+gtQsJCZGkpCS56qqrZNasWbJp0yY5//zzLceLi4vl2muvleLiYrvnt9TvG3fqot9Ajz//+c+W+71du3by8ssve70OntMAWwSY4BPWb2IVFRWab0PQo2H+tKMygbON9T1u3QeaopRy68GF/omW8NVXX8ntt9+uufeuv/56mTVrlkuLmXrab6zz+/v72/1Lr6f12DuHfgNv6dKliyxZskQzrTQ3N1deeeUVu/l9dT+HhISIn5+fR3XRb9CUTz75RL744gvL9uuvvy7R0dFer4fnNMAWASb4RFxcnOYDQm1trctfj5mbm6vZdvXrOYEzjfU93njBYz2OHz9u+epbERGj0ShxcXE2+eifaGk5OTly0003ae7Xyy67TObNm2fzYbQpnvYb63s5Pj5eVz3W57lTF/0G3hQXFyfPPPOMZt97771nN6+n/UZE5MiRI07LbGDdpzzto/QbWJs0aZLl56uuukpGjBjRLPXwnAbYIsAEnwgJCZFOnTpp9h08eNClMqzze+srRoHW6rzzztNse9pnkpOT7Y7EoH+iJf34449yzTXXaIb8Dxw4UL744gu3FjL1dr9xdC+npaWJv7+/ZbuyslLy8/ObpS7AXdddd53mg+mRI0fkwIEDNvk87Td5eXmaPhwYGChpaWl28/qqj+Lc1Xgq6KJFi8RgMDSZhg4dqinjwIEDNnk2btyoycNzGmCLABN8xvqNbOvWrS6dv23bNqflAWcbX/YZ+idawqZNm+QPf/iD5uuS+/btK4sXL5awsDC3yvTVvRwQECCdO3d2u67q6mrZu3evrroAd0VHR0tsbKxm37Fjx2zyWd97e/bscWkhYet+07lzZ00A1lld/L7BmYrnNMAWASb4TOPFJkVE1qxZo/vco0ePyv79+y3bAQEB0r17dy+1DGidevToIQEBAZbt/fv3y9GjR3Wfv3r1as22dR90doz+iea2Y8cOueyyy6SoqMiyr1u3bvLNN99IVFSU2+Va38vr1q3TTEFoiq/6zfr16zXf6tO+fXumLMAnGv9eadCuXTtp166dZbu6ulrWr1+vu0xf9Zu6ujr56aefdNcFNCee0wBbBJjgM1dffbVme+nSpboXqPv2228120OHDmVxOpz1IiIiZPDgwZp9S5Ys0XWuUkqWLl2q2ffHP/7RYX76J3zpwIEDMmzYMM0aEqmpqbJkyRKHax7p1bVrV83IovLyct0P4uXl5bJ27VrLtsFgsOkbjVkf09s/7eV11j8Bd5WVlUlhYaFmX9u2be3mveqqqzTbzXU/W9ezZs0a3Ysjr169WioqKizbGRkZkpGRobudODcsXLhQlixZ4lJ69dVXNWW0bdvWJk+XLl00eXhOA+xQgI/U19eruLg4JSKW9P333+s6d9CgQZrz3nzzzWZuLeCZnJwczT2bnJzsVjmvv/66ppzBgwfrOu+7777TnNe2bVtVX1/vMD/9E75y5MgR1blzZ809k5iYqPbu3eu1Oh566CFN+bfddpuu82bPnq05Lysry2n+goIC5e/vb8lvMBjUnj17mqzHZDKplJQUTV2LFi3S1UbAFfPmzdPcZ/Hx8Q5/FyxcuFCTNyUlRZlMpibr2L17tzIYDJbzAgICVHFxsdNz+vbtq6lrzpw5uq7n1ltv1Zw3adIkXecBTXH3uY3nNECLABN86uGHH9a8wV188cVNPrwsXbpUc05ERITKz8/3UYsB93grwHT8+HEVFhamKeu7775zeo7JZFKDBw/WnPPYY481WRf9E82toKBA9ejRw+YD79atW71az+bNmzUfeAMDA5uso7KyUqWnp2va9s477zRZ14033qg559Zbb23ynFmzZtm8P1RXV+u+PkCPiooKlZGRobnX7rjjDof5q6qqVFJSkib/7Nmzm6xn9OjRmnNGjRrV5Dn//Oc/NedkZGSoyspKp+ds3bpVBQYGWs4xGo1qy5YtTdYF6OHucxvPaYAWASb4VH5+vgoPD9e80b3wwgsO8x8+fNjmr7xPPfWUD1sMuMdbASallHr00Uc1ZaWmpqrc3FyH+Z9//nlN/qioKFVQUNBkPfRPNKfS0lKVlZWluV+io6PVhg0bmqW+kSNH2oxGKikpsZvXZDKpcePGafKnpaWpmpqaJuvZsmWLMhqNmnM/+ugjp/mjo6M1+WfNmuX2deLsN2nSJPXTTz+5dE5BQYEaNmyY5j7z8/NTmzZtcnre22+/rTknJibGaRDnww8/tKljx44dTbavurpaderUSXPu+PHjHX5YLikpUf3799fkHz16dJP1AHp58tzGcxpwGgEm+Nzf//53zRudiKgJEyZo3ojr6+vVF198YfPw0aFDB1VUVNRyjQesrFq1Si1ZssQmvfrqq5p7t23btnbzLVmypMm/wBYUFKh27drZPPgsXLhQ8zB+6NAhmw/JIqJefvll3ddD/0RzGTJkiM299eyzzzrsF85SYWFhk/Xt2rVLhYaGaurr06ePysnJ0eTbsWOHuv76623atmDBAt3Xds8992jONRqNavLkyZp21tTUqLlz56qYmBhN3t69e6va2lrddeHc06dPHyUiKjs7W02dOlVt2LDBbvDTZDKpbdu2qWeffdZmKo2IqIcffrjJumpqamxGGcbGxqr3339fc58WFBSop556yia4eu+99+q+ro8++simjTfeeKPauXOnJt93332nevfurckXHh7u1Wm1gCcBJp7TgNMIMMHn6uvr1dVXX23z5ujn56fS0tJU3759bf66KyIqJCRErVq1qqWbD2gkJyfb3Kuupttvv73JepYvX66Cg4Ntzo2OjlZ9+/ZVqampys/Pz+b48OHDda2h0YD+iebiaT9pnKyDRI7MmzdPM1WuIcXHx6vMzEzVsWNHu8cnTpzo0rWVl5fbjK4QMU/NO++881Tv3r1t/uosIiouLk7XaA+c2xoCTNb3Vmpqqurbt68aMGCA6t69u4qIiHD6e8bZ+i6Nbd26VcXGxtqUER4ervr06aMyMjJUQECAzfHs7GxVUVHh0rVNmDDBphyDwaA6deqkMjMz7QbKjEaj+uSTT9x5KQGHPB15znMaYEaACS2isrJSjRo1SveHiTZt2uj+QAH4kq8CTEqZ/4pr76HfUbrllltUVVWVy9dE/0RzaIkAk1LmURIhISG6y3744YddethvUFBQoC655BLd9aSkpDQ5XQlQyn6ASW+KjIxUb731lsv39MaNG136/TZs2DC3RkbU19fbLMrvLIWGhqqPP/7Y5XqApnhjaQOe0wACTGhhn376qTr//PMdviGGhYWpe++9Vx0/frylmwrY5csAk1JKHTt2TE2YMMFm6k/j1LdvX/XZZ595fG30T3iTNwJLDcnVB+U9e/aoW265xe6oi4Y0ePBgtWzZMo+usb6+Xs2cOVN16dLFYT2xsbHqiSeeUGVlZR7VhXPH1q1b1UsvvaSGDRumIiMjm+wfBoNB9e7dW73yyisqLy/P7XpLS0vV448/bjOts3FKT09X7777rltB2ca+//57m2+6apwCAwPVn/70J6bFodl4a+1MntNwrjMopZQALWz37t3y448/Sm5urtTU1Eh0dLR069ZNLrroIgkODm7p5gGtTmVlpaxZs0a2bdsmxcXFEhgYKImJiTJgwADp0qWLV+uif+JsUVpaKqtWrZJdu3ZJWVmZBAcHS6dOneSiiy6SxMREr9a1efNm+eWXX+To0aNSX18vbdq0kZ49e8qAAQMkICDAq3Xh3GEymWTXrl2ye/duOXjwoJSWlkptba1ERERIVFSUpKSkSL9+/SQyMtJrddbW1sqPP/4ov/32mxQUFIifn5+0b99e+vXrJ7169fJaPSIihw8fljVr1sjBgwelqqpKIiIiJD09XX73u9959ZqA5sZzGs5VBJgAAAAAAADgEWNLNwAAAAAAAABnNgJMAAAAAAAA8AgBJgAAAAAAAHiEABMAAAAAAAA8QoAJAAAAAAAAHiHABAAAAAAAAI8QYAIAAAAAAIBHCDABAAAAAADAIwSYAAAAAAAA4BECTAAAAAAAAPAIASYAAAAAAAB4hAATAAAAAAAAPEKACQAAAAAAAB4hwAQAAAAAAACPEGACAAAAAACARwgwAQAAAAAAwCMEmAAAAAAAAOARAkwAAAAAAADwCAEmAAAAAAAAeIQAEwAAAABARET2798vBoPBksaMGdPSTQJwhvBv6QYAANBYVVWVrFmzRrZv3y5FRUUSGBgoSUlJMmDAAElLS2vRttXX18uWLVtk8+bNUlhYKKWlpRIQECDh4eGSmJgoaWlpkpGRIUFBQS3aTgAAAMDXCDABANxy8803y/z58zX7kpOTZf/+/W6Vl5+fL88884y89957Ul5ebjdPZmamTJ48WYYPH+5WHe765Zdf5M0335QFCxbIyZMnneYNCAiQ3r17y8CBA+UPf/iDDBkyREJCQnzU0jPX/v37JTU11WvlFRUVSXR0tNfKAwAAgHNMkQMAuOy///2vTXDJE8uWLZPu3bvLm2++6TC4JCKyfv16ufbaa+X222+Xmpoar9XvSEVFhUycOFH69+8vc+bMaTK4JCJSW1sr69evlzfeeEOuvPJKeeKJJ5q9nQAAAEBLYwQTAMAlJSUlMmHCBK+Vt2rVKrnyyiulsrJSsz86OlpSU1OlqKhIDh06JPX19ZZjH3zwgZw8eVI+/fRTMRgMXmtLY1VVVfLHP/5Rvv/+e5tjBoNBkpOTJTY2VoxGoxQWFkpubq5UV1fb5FVKNUv7AAAAgNaEABMAwCWTJk2S3NxcEREJCwtzOuKoKUVFRTJy5EhNcCk5OVlef/11ueaaayzBo8OHD8tzzz0nM2bMsOT7/PPPZdq0afKXv/zF7fqduf/++22CSxdddJE89NBDcsUVV0hYWJjmWG1trWzevFlycnLkk08+kZ9++ongkoeWLFni9rnh4eFebAkAAACaQoAJAKDbsmXLZNasWSIiYjQaZcqUKfLII4+4Xd4rr7wiR44csWynpqbKqlWrpEOHDpp8SUlJ8s4770inTp3kySeftOx/9tln5Y477pCYmBi322DPr7/+KrNnz9bse/rpp+WZZ55xeE5AQID069dP+vXrJ//3f/8nu3btktdff51AhweGDRvW0k0AAACATqzBBADQpbKyUsaOHWsZlTNx4kTJyspyu7z8/Hx54403NPveffddm+BSY48//rgMHjzYsl1SUiKvvvqq221w5F//+peYTCbL9u9//3unwSV70tPT5Z///Kc899xz3m4eAAAA0OoQYAIA6DJ58mTZs2ePiIh06tTJ48DJ/PnzNYtmDx48WC699FKn5xgMBpkyZYpm35w5c7w+Fc16ata4ceO8Wj4AAABwtmGKHACgSevWrZPXXnvNsv3mm296PPVr4cKFmu277rpL13lDhw6V1NRU2bdvn4iIHDt2TH744Qe58MILPWpPY4cPH9Zsd+3a1Wtlt2Y7duyQH3/8UY4cOSJ+fn6SkJAg2dnZ0q1bt5Zu2lmlrKxMVq5cKbt27ZLy8nKJj4+XtLQ0GTx4sAQEBHhcfkVFhaxatUoOHTok+fn5EhwcLAkJCdKjRw/p06ePx+Xv3LlTfv31Vzl69KiUlZWJv7+/hIWFSWJionTu3Fm6d+8u/v5nziNmdXW1rF69Wg4fPixHjx4VPz8/ycrKkosvvtjpeUop2bRpk2zbtk3y8vKkvLxc4uLiJCkpSQYNGnTGTI8tKyuTDRs2yI4dO6S4uFiqq6slNDRUYmJiJCUlRbp37y5t27Z1u/z6+nr5+eefZffu3ZKXlyfV1dUSHx8vqampctFFF0lQUJBXrqO8vFzWrl0rubm5kp+fL7W1tRIZGSmpqanSu3dvSUpKcqvcmpoaWbt2rezbt0/y8vIs743p6emSnZ0tRqN3/15fWVkpK1askO3bt8vJkyct/w8XX3yxzdp/rjKZTLJmzRrZuXOnHDt2TIKDgyUtLU0GDRokbdq08Ur7TSaTbN26VTZt2iT5+flSVlYmgYGBEh4eLh07dpQuXbrIeeed5/XXDUAroQAAcKKmpkb16tVLiYgSEXXTTTdZjuXk5Fj2i4hKTk7WVWZZWZkKCAjQnHv06FHdbbr77rs15z7xxBOuXpZT1m3bvHmzV8tv7OKLL9bU5Yq5c+dqzp07d67DvPv27dPkvf322y3HvvnmG9W/f3/N8capW7du6ssvv3TzCvWxbl9zPKI89NBDmvJ79+6tKisrdZ1bU1OjBgwYoDn/nnvusZt3ypQpmnw5OTlKKaXy8vLU3XffrYKCguy+zrGxserxxx/X3SZrGzduVMOHD1fBwcEO/y8TExPV5MmTVVlZmUtlV1VVqRdffFF17tzZYdkNKSQkRF1yySXq7bffdlie9XvHlClTXGpPcnKy7ved22+/XVPXvn37lFJKHTp0SN1zzz0qOjra5hqGDx/usLy8vDz10EMPqfbt2zt8DQIDA9U111yjfv31V5euy5fWr1+vrrvuOhUYGNjk/2lqaqq677771JYtW3SXv2/fPnXnnXeq2NhYh+WGhoaq0aNHq71797p9HYsXL1aXXHJJk9fRrVs39de//lUdOXJEV7l79+5Vo0ePVhEREQ7LjIuLUxMnTlT5+fm62+vofiwuLlYPPfSQCgsLc3hPTZgwwaW6GtTV1alXXnlFdejQwW7Zfn5+6qabbrK0xdnvC0dKSkrU448/7rRfNKTIyEh19dVXq/nz57t8LQBaNwJMAACnnnnmGctDYXR0tCYQ5G6A6YcffrD58OKK9957T3P+lVde6dL5TYmPj9eU/+6773q1/MZaOsA0adKkJj8MNKRnn33Wgyt1zhcBpurqaptA2vjx43Wd+/DDD2vO69mzp6qoqLCb116AadOmTbo+eImIysjIsHzQ08NkMqlHHnlEGY1G3f+X7dq1UytXrtRV/oEDB1TXrl11l9041dbW2i2zpQNMS5YsUVFRUQ7b7SjANGvWLKcBB+tkNBrVM88849K1+cILL7zg0v3SkJ588kld5f/tb3/TFbhqSIGBgWrWrFkuXcORI0fU4MGDXb4GPcGSadOmudT+yMhI9dlnn+lqt737ccuWLZp72lnq3LmzS+8PBQUFKjs7W/d1fP/99y4HmDZu3OgweOUsJSYm6r4OAGcGxiYCABzaunWrPP/885btl156Sdq1a+dxudu2bdNsd+/e3aXzrfNbl+epHj16aLZffPFFKSws9GodrcFjjz0mr7zyimU7IiJCevToIf3795f4+Hib/E8//bR8/vnnvmyiVwUGBsr8+fMlMjLSsu+dd96RTz/91Ol5X3/9tUydOtWyHRoaKh9//LGEhIToqvf48eNyxRVXyNGjRy37kpKSpH///pKWlmYzVWTnzp1yySWXaL5h0RGllIwZM0ZefvllzcL0IiJxcXHSr18/6datmwQHB2uOHTt2TC6//HL55ptvnJZfWVkpw4YNk+3bt2v2G41GSU5OlszMTMnOzpauXbueMVPCNmzYIMOHD5eSkhLLvuTkZOnfv7907tzZ4TTFyZMny9ixY6WsrEyzPzIyUnr06CHZ2dmSkpKiOWYymWTKlCnywAMPeP063DV79mx5/PHHbe6XiIgI6dWrl1xwwQXSp08f6dixoxgMBpfKrq+vlzFjxsjkyZOlpqZGc6xNmzbSu3dv6d+/vyQmJmqO1dTUyNixY2XatGm66tm8ebNkZ2fLihUrbI7FxMRIjx49JCsrS9LT012edjp58mR56KGHbNofHR0tffr0kZ49e9rc66WlpTJixAiZO3euS3WJiOzfv18uvfRSOXDggGVfcnKyZGVlSbdu3cTPz0+Tf8+ePXL99ddLXV1dk2WXlZXJ5ZdfLj/99JNmv8FgkJSUFOnfv7/mni0tLZXhw4e79Dv1+PHjcumll9q8X/n7+0vnzp0lKytLsrKyJCMjw+Z9CMBZqKUjXACA1qm+vl5dcMEFlr80Dho0SJlMJk0ed0cwPfbYY5rz9I4iaXD06FGbUQLuTiuy55VXXrH5S2tqaqqaP3++qqmp8Vo9SrXcCKbU1FTLzwMGDFDffvutZrSJyWRSOTk5NiNXEhMTHY5K8YQvRjA1mD9/vqaeqKgoh1N0jhw54vKINusRTI1HJowaNUpt27ZNkz83N1dNmjRJ+fn5ac674oormryW6dOn27xugwYNUqtXr9b017KyMvXuu+/aTFeKjY1Vubm5Dst/+eWXNfnj4+PVzJkzVWFhoU1ek8mkdu/erd555x11+eWXK4PB0CpHMLVt21aJiAoODlZPPfWUOnz4sCZ/UVGRWr58uWbfnDlzNGUYDAZ12223qXXr1qn6+npN3tzcXPX444/bTLX9+OOPXbrG5lBVVWVzD9xwww3q559/tnl/V0qp0tJS9d1336n/+7//U23btm1yBNPTTz+tKTsgIEA98MADdqfW7d69W40bN04ZDAZLfn9/f7V69WqndRQVFWnevxp+B9x55512r6OyslKtXLlSPfjggyouLs7paJwvv/zSpj/17NlT/e9//1N1dXWWfNXV1WrBggWqY8eOmryBgYFNTou0vh/T0tKUiHlq6dNPP23THwsLC9Wjjz6qeZ1ERL311ltO61FKqXHjxtnct/fdd586cOCAJt/evXs1eVNSUnSPYLr33nttrmfevHnq5MmTNnnr6urUli1b1D/+8Q81cOBAlZSU1OQ1ADizEGACANg1bdo0zUOz9YdipdwPMN15552a85577jmX2mYymZS/v7+mDOsPiZ4oKSlRbdq0sTukPzo6Wo0YMUK99tprau3atR4HtloqwNSQxowZo/ngZC0vL89m6sN//vMfl9qph732LVmyxK108ODBJuuzXsdrwIABNsHD+vp6NXToUE2+UaNGNVm2dYBJ733+2Wef2QSZFixY4DD/oUOHVEhIiM0HQXuBggb79u1TiYmJmnOcrTeUlZVlyRcUFGT3fcCRbdu2OWxLSwaYRESFh4frniK4Z88eFRoaajk3JCRELV68uMnzli9frvn/SUhI8Gog3B2LFi3SvA633Xab7nOrq6vVnj17HB5fvXq1ZtpdXFycWrduXZPlzp8/X3Ne7969neYfNWqU5hoapnXpUV5ertauXevwWEPwsSFddtllqqqqymF5hYWFmjUKRUSdf/75Tttg736MjY1VP/30k9PznnvuOZfqWbt2rSYoZTAY1L/+9S+n58ycOdPue5ezAFNCQoIlX3x8vDp+/LjTOhrbunWr7rwAzgwEmAAANvbu3atZaNTRhz93A0wjRozQnDdt2jSX22i9Dsr27dtdLsOZb775xiaIZS/5+/urzMxM9Ze//EUtXrzY5dE9LRlg6t+/v64RWW+//bbmvHHjxrnUTj0cBcDcSXrup4qKCtWjRw/NeQ8//LAmz7PPPqs53rlzZ1VSUtJk2fYCTFdffbWu18F6dN+FF17oMO/jjz+uydunTx9d99+aNWtsPnju3LnTbt7G6xTpGVGlV0sHmN555x3ddVmPApk3b57uc998803Nuc25npsejf9wICLqhx9+8FrZv//97y3lGo3GJkciNWa9FtySJUvs5tu2bZvNvfu///3PK+2fMWOGpg0dOnTQ1d/37dtnE+hdunSpw/z27scvvviiyXpqa2tVUlKS5rxjx445zG8diLvvvvuarEMppcaOHas7wFRUVKTJ5+poZABnH9ZgAgDYuOeee6S8vFxERLp27SpPPPGEV8s/efKkZtuddRms17+xLtNTl19+uSxZskQ6dOjgNF9dXZ2sX79e/vGPf8iVV14pSUlJMnnyZJt1WlqjZ599Vtf6JCNGjNBs//LLL83VJJ8JCQmRBQsWSGhoqGXf1KlT5euvvxYRkZUrV8ozzzxjORYQEGCzfpMrXnrpJV35nnzySU0da9eutbseilJKZs+erdn36quvir+/f5N1XHjhhTJy5EhNWbNmzbKbt7Ky0vKzq2vZtFadOnWSu+++W1fewsJC+eCDDyzbF154oYwaNUp3XXfffbckJCRYtj/77DP9DW0Gjf8/Rbz3f7pt2zbNel4jR46UgQMH6j7/0Ucf1dy7jl6n6dOni1LKsj169Gj5/e9/70aLbVn3gWeeeUZXf09JSbFZY2vmzJm6683OzpZrr722yXz+/v5y/fXXa/atX7/ebt7i4mL54osvLNvBwcGa9zNn/v73v0tgYKCuvM11PwE4cxFgAgBozJ49W5YuXSoi5oVAZ86cqfthU6+qqirNtjvlBwUFabatH3S9YciQIbJr1y558cUXbRbvdeT48ePy3HPPSXp6unz33Xdeb5O3REVF6f5gFhsbK506dbJsHzp0qLma5VPdu3eX6dOnW7aVUnL77bfL5s2b5ZZbbpH6+nrLsRdffFH69+/vVj2ZmZm6F7IPDw+XG264QbNv+fLlNvm2b98ueXl5lu1OnTrJpZdeqrtNd955p2bb3mLJIqIJsK5YsUIOHjyou47WauTIkTYLqzuybNkyzXvLrbfe6lJdAQEBMnToUMv2mjVrbBbX9iXrgPm///1vr5TbEJht4Orr1KZNG8nMzLRsr1y50m6+b7/9VrN9//33u1SPIydPntQEzkNDQ10KJFr3J0ftt6dxsLcp559/vmbb0Xvx2rVrpbq62rJ91VVXSWxsrK464uPj5corr9SVNy4uTvP7+6uvvtIsng/g3EOACQBgcfToUXn44Yct22PHjpVBgwZ5vR7rEUvW39ajR+OHZ3tlektoaKg8+uijsnfvXlm9erX89a9/lUsvvbTJv2w3fHNY478ityb9+vXT/SFbRDSjMHz1AUKZp/K7nB588EHdddx1111y8803W7bz8/Olf//+cvjwYcu+K6+8Uh566CG3r2PIkCEe5bf+BigRkR9//FGzPXToUJe+8Wvw4MGaESMbNmyw2w8vu+wyy88lJSUydOhQ+eSTT6S2tlZ3Xa1Ndna27rzWgQJ3goyNg7OlpaWSm5vrchnecskll2i+lWzatGly7733yt69ez0q19uv0/bt2zUjlUTMv5/27Nlj2U5ISHA76Gvt559/1gSUs7KyXPpWxPT0dOnYsaOmrY2/Fc4ZV66h8fuwiOP3Yuv3DE/fgxwJCAiQiy++2LK9b98+GTp0qHzzzTctGkgF0HIIMAEALP785z9LcXGxiIi0a9dOXn755Wapx/rB3XpEkx7WI5aa+yvSDQaDDBw4UKZMmSJLly6V4uJi2bFjh3zwwQcyZswYiYmJsTmnrq5Obr/9dtm3b1+zts0d1h9UmhIWFmb5uTlGi7WkGTNmSJcuXSzbjQMtHTp0kPfff9/lr2tvrGfPnh7lt3f/WH947d27t0t1BAUFSdeuXS3b1dXVcvz4cZt8kyZN0kwj3Lt3r4wYMUISEhJk1KhR8s4778imTZvOqA+TqampuvNaT0/Mzs4Wg8HgUnrllVc0ZRQWFnrlOtzRsWNHm9E2b7/9tnTu3Fn69+8vjz32mCxevNjlNlq/TgkJCS6/Tp988onl/Pr6eiktLdWU2Ti4JCKaEU+e8rQ/iYj06dNHs613tJ8r78WN34dFHL8XW79nuPoe1KtXL915J0+erPljxYYNG+SKK66QDh06yJgxY+S9996THTt2uFQ/gDMXASYAgIiIfPLJJ5rRNq+//rpER0c3S13WwaCG9Z70Ukr5PMBkzWAwSEZGhtx6660yd+5cOXbsmMyYMcNmGkJZWZn8/e9/92nb9GiuEV9nooiICJk/f77NVE2j0SgffvihxMXFeVR+mzZtPMrfEPRtrKioSLPtThutz7EuU8Q8MuPTTz+1GbFXXFwsH3/8sUyYMEH69OkjcXFxcsMNN8i8efNafQDSlXW0CgoKvF5/S08hmj59uvzxj3+02b9+/Xp56aWX5KqrrpK4uDjp27evPPHEE7Jly5Ymy/TF62Qd9HI1SO6Mr/qTPZ68F1uP8mpg/Z7h6XuQM4MGDZJZs2bZvH8eP35c3n//fbnjjjuka9eu0r59exk9erT897//PaNHQAJwjgATAEBEzCMVGlx11VU2Czt7k/UHg8bTkfQ4fvy41NXVWbaNRqPHQQBPBQYGyj333CM///yztGvXTnNs/vz5mvai9amsrNRMkRExf8hyZySDtcYjgPSwHqVgbwF7633W57hTj6OF6f/whz/Ili1b5J577nEYyC0qKpLPP/9cbrnlFklOTpY33njD4YfflubKQsT2gnueaunRXsHBwbJw4UL56KOPbNb0aaCUko0bN8oLL7wgPXv2lKuvvlp2797tsExfvE7W96c3/6jgy/7kC9bX4+l7UFPuuOMO+fXXX2XUqFEO11Q8duyYfPjhh3LNNddIRkaGzJs3z6U6AJwZmv6qEQDAOaHxB4RFixa5NSXowIEDNudt2LDB5kPMeeedp9l2deFg6/zJycmtZkROamqqvPzyy3LbbbdZ9p08eVI2btzotfVC4F2FhYU2i3qLmNdjuuOOO2ThwoUelV9RUeFSfusRffY+SHs6CtDeOREREQ7zJiUlyYwZM+Qf//iHLF26VJYtWyYrVqyQX3/91e7rdv/998vy5cvl448/1qz5c6ax/mA+d+5cSUpK8qhM66lULcFgMMjNN98sN998s2zdulWWLFkiy5Ytk1WrVsmJEyds8i9atEhWrFghixYtsrsuX2hoqGZK29dff63rGw2dsQ7UW9+f3vzmUF/3p+ZmHSDy9D1Ij65du8q8efOkqKhIvv32W8t7xLZt22yCzfv375dbbrlFfvrpJ5k2bZrLdQFovQgwAQB8rvHaLyIiW7dudel86/U+rMtraddff73ceeedmlFLubm5dgNMnqzt4+qHBth35513Ovw2pi+//FLeeOMNmThxotvl2/vA7oz1dCN7U1Wt1/xyZ4qSdbvsrSNmLSwsTIYPHy7Dhw8XEfOi1atWrZJFixZZPlw2+Oyzz2Tq1KnyyCOP2JTjyX0v4rt733pkZPfu3V1aJPxM0L17d+nevbs88MADopSS7du3y7fffiuffvqprFq1ypKvrKxMbrzxRtmzZ49NQCYuLk4TYOrXr59Xp7CJiM3048bfouiplupPzcX6PcPT9yBXxMTEyMiRIy3fjnfixAlZvny5fPnll/Lpp59q+u5rr70mF154YbOOmAbgW0yRAwD4XI8ePTTTVPbv3y9Hjx7Vff7q1as1246mebSUsLAwmw+mjj4QW4+8cmX9mvz8fNcbB4033nhDM0IpMTFR5s+fr1m0dtKkSbJx40a36/jtt99cyr9582bNtr1FqZOTkzXbv/76q0t1VFdXaxbeDQoKkrZt27pUhoh5PaMrr7xS3nzzTTl06JDccccdmuPTpk2zO1XOk/u+rq5O9/o2nrJ+7Z1NEzsbGAwG6datmzzwwAOycuVKWbFihea9LC8vT/71r3/ZnOeL16nxQvwi5jWjvMXT/mTvHOsyfSktLU2z7ep70KZNm7zWlob12d5//305cOCAXHnllZrjU6dO9VpdAFoeASYAgIiILFy4UJYsWeJSevXVVzVltG3b1iaP9YcCEfPUgcGDB2v2LVmyRFc7lVKydOlSzT57C9a2NOspBo7WiLJecNjeN3k5sm7dOtcbBouNGzdq1h7z8/OTDz/8UEaOHCmPPfaYZX91dbWMGjXKrWkjIiLLly/3KL+9ETMXXHCBZnvZsmUurXm0cuVKzUK7/fr1c7h2il5hYWEyc+ZMSUlJsew7duyY3WCDJ/f9xo0bfbam2dChQzXb33//vU/qbS0GDRokL774omZf41FNDXzxOrVr107S09Mt23l5efLzzz97pez+/ftrpnKuW7fOpSl4u3fv1oyCbN++vXTq1MkrbXNHVlaWZtvT9yBviYuLk48++kgzhe/nn3+W6urqZqkPgO8RYAIAiIjIxRdfLMOGDXMpWX9NdHBwsE0eRwuxXnPNNZrt2bNn62pnTk6O5iuY27ZtKwMGDHDxapvXjh07bBZ4dfRhw/qv3Bs2bNBVx4kTJ865D7veVF5eLiNHjtR8sHnqqafk4osvFhGRZ555RgYOHGg5tmPHDvnzn//sVl3r16/XPQ305MmT8tlnn2n2NbSpsfPOO08z4ujAgQOSk5Oju01z5sxpsg53+Pv72/RHe9NzOnbsqJkmp/e+FxH5+OOP3W+gi4YNG6ZZS2j+/PnN8o1prdlFF12k2bb3/3nFFVdotmfOnNks3xRmXc/06dO9Um54eLjm91lFRYUsWLBA9/nN1Z/cNXDgQE3AeNGiRTbfwudIXl6eLF68uLmaJlFRUdKzZ0/Ltslk0t02AK0fASYAQIsYNWqU5q+YK1asaDJgopSSZ555RrPvjjvu0Exn8oZZs2Z5tICs9ZD/lJQUm4XNG/Tr10+zrfdDzbPPPtvqvw6+Nbv33ntl586dlu3BgwfL5MmTLdv+/v4yb948zToq77//vnz44Ydu1ffoo4/qyvf8889r1rK54IILpFu3bjb5DAaD3HXXXZp9kyZNsllw256ffvpJ5s+frylr7Nixutqnh561aMLDwyUjI8OyvWnTJs2UPUcOHDggM2bM8LyROrVt21ZuvfVWy3Z5ebnbgcYzlZ7/z8zMTM0opkOHDslTTz3l9bZMnDhR837/73//W7799luvlG3dB55++mldvwcOHDggr7/+umbf3Xff7ZU2uSs6Olquu+46y3ZVVZVMmTJF17lPPvmk1NTUNFfTRKR1rVcFwLsIMAEAWkRCQoLcd999mn1jx46VI0eOODznhRdekBUrVli2o6KiNFOcvOW5556T1NRUefHFF11eSHbq1Kny7rvvavY1/oBqbdiwYZr1qBYsWGB3Ckpjs2bNkn/+858utQunffDBB/LBBx9Yttu0aSMfffSRzbedderUSWbNmqXZN2HCBLfWl/nqq6/k73//u9M8X3zxhbzyyiuafQ8++KDD/BMmTJCQkBDL9i+//CLjx493OlXu4MGDcuONN2ryDB8+XDp37myTd9u2bS5f77p162TZsmWW7ejoaJv1YBpYr8Xy4IMPOg2Q5efny/XXX+/zr39/6qmnNN8m9/HHH8u4ceNc+hBeWFgozz33nPz3v/91mm/MmDFiMBgsacyYMe42267JkyfLv//9b91TDJVSNgFz65GrDf72t79pgj8vv/yyPPvssy5N3Tx8+LBMmjTJ4fTf9PR0ueWWWzTtu+mmmzT3nDPl5eXyww8/2D32pz/9STMqMDc3V0aMGOH0/7m4uFiGDx+uWWOvb9++cskll+hqT3N64IEHNKME33zzzSYD5LNmzbJ5z3Pm+++/l8cee8zp721rX3zxhezZs8ey3b1791bzLbAAvEABAOCmnJwcJSKWlJyc7NL5BQUFql27djZlLFy4UJlMJku+Q4cOqXHjxmnyiYh6+eWXvXxFZsnJyZY6/P391R//+Ec1a9YstW3bNk27GpSWlqpPP/1UDRo0yKaNHTt2VCdPnnRa34gRIzTnREVFqblz56rq6mpNvk2bNqk//elPlnydO3fWnDd37lyHdezbt0+T9/bbb3fpNbn44os153ubdftERC1ZssTtdPDgQbv17NixQ4WHh2vq+fLLL522bcKECZr8mZmZNv83jU2ZMsXmnm74+eabb1bbt2/X5D9y5Ih65JFHlJ+fn+a8yy+/vMnX7Y033rB53YYMGaLWrl2ryXfy5Ek1a9YsFRcXp8kbGxurcnNz7Za9YcMGJSLKaDSqwYMHq+nTp6vNmzeruro6m7x5eXlq6tSpKiIiQlP+Aw884LDtv/32mzIajZr8V199tdq1a5cmX2lpqZozZ45KSkqytDk6Olr3+87tt9+uqWPfvn1O89szb948m9c5IyNDzZw5Ux07dswmv8lkUrt371YffPCBuu6661RISEiTfdReW13tp00ZPny4EhGVkJCgxo8fr77++mt14sQJm3z19fVq5cqVatiwYZr2hIaGqsOHDzss/4UXXrB5nTIzM9W8efNUYWGhTf66ujq1detWNWPGDHX55Zcrf39/JSIqJyfHYR3FxcUqLS1NU4efn5+666671Pr1623eoysrK9XKlSvVgw8+qNq0aeP0Nf3yyy9t2t+nTx/17bffqvr6eku+6upq9emnn2r6toiowMBA9euvvzosXynP7kfr37lTpkxxmn/s2LGa/AaDQU2cONHm/XHfvn1q/PjxymAwKBFRKSkpuu7DL774QomICggIUH/4wx/UrFmz1I4dO+z+njx48KCaPHmyCggI0JQ9bdo03dcPoPUjwAQAcJunASallFq+fLkKDg62eaiPjo5Wffv2VampqTYfvEVEDR8+3O5DrDdYf2honMLDw1VaWprKyspS/fr1U8nJyZaHcusUHx+vNm/e3GR9+/fvtwl6NNTVp08f1a9fP5WQkKA5NnjwYDVz5syzOsDkSbL3oaWqqkr17dtXk+/+++9vsm2VlZWqd+/emvMeeughh/mtA0zz589XHTp00Ozr1KmTysrKUl26dLEJsjT0pUOHDjXZNpPJpG699VaH91+/fv1U9+7dLQGOxikkJET973//c1h2Q4DJ3nldunRRWVlZKisry2EfSE9PV6WlpU7bf99999mtIzU1VWVnZ6vzzjtP84HUz89PLVq0SNNHfRFgUkqpqVOn2v2/EjEHkvv27auysrJUenq6TaBNTx+119bmCjBZp/bt26tevXqpCy64QPXq1cvu+5GIqLfffrvJOh566CG75xqNRpWSkqIyMzNVZmam6ty5swoNDbWb11mASSlzcLIh4GidYmNjVa9evVR2drZKT0+3CWg09Zo+9dRTdsuNiYlR559/vurVq5fd/1+j0ajmzJnT5OvjywBTSUmJzXueiDnQ1PB7LDU1VXMsIiJCLV68WNdr1hBgsk4REREqIyNDZWdnq/79+9u8/zWk3/3ud3YD1gDOXASYAABu80aASSmlvvvuOxUbG2v3AdReuuWWW1RVVZV3L6aRkSNHWv6S7m665JJLbEZiOPO///3P4Ycte2UXFxeruXPn6v7wSoBJqYkTJ2ry9O3b1+lIpMa2bdum+f8xGAxq0aJFdvNaB5hycnLU5s2bHX7Isk5dunRRe/bs0f3amUwmNWnSJIfBD3upXbt2auXKlU7LdRRg0pMuvPBCuyN7rFVWVqqrrrpKV5nBwcFqwYIFSinVIgEmpcz9tH379m69JkFBQQ7vmQYjR47UnPPggw+63VZ7HAWYmkohISHqnXfe0V3P+++/rxll5kqKiIhQGzZsaLKO3NxcNXDgQJfL1/PeN23aNBUYGKi7zMjISPXZZ5/pem18GWBSSqn8/HzVv39/3deRk5Oj+/eFowCTnnTNNdeosrIy3dcO4MxAgAkA4DZvBZiUUurYsWNqwoQJToMsffv21f0Q76mCggL13nvvqdGjR6tOnTrpemAOCwtTI0eOVIsXL3arzt9++01dccUVDkdEtWvXTr322muWv/gSYHKcrANMCxcu1BwPDw9XO3fudKmNs2fP1pQRFxdnd3qZvQCTUuZpZGPHjlVBQUF22xwTE6MeffRRVVFR4dZruHHjRnXNNdc4LF9EVIcOHdTkyZN1fbCrr69Xq1evVo8++qjKzMzUFXQdOHCg+uCDD1waXVhbW6umTp1qM32vIRkMBnX11Verbdu2Wc5pqQCTUuag2PTp01Xv3r0d9tXG99lVV12l3n77bbtTxKw1fq/x9/d3KdCoR15enpozZ4664YYbVNu2bZv8/4yNjVXjx49X+/fvd7mu4uJi9be//U1lZGQ0WU9MTIy68cYb1QcffKDKy8tdqufzzz9XF110kd2Rro3vofPPP1+99NJLKj8/X1e5e/bsUaNHj3Y4mktEVJs2bdTEiRNVXl6e7vb6OsCklLmPvfTSSw6Do35+furGG2+0tEXv74uamhq1ZMkSdf/996uePXs22R/8/PzUZZddpv773//qvmYAZxaDUi6svAcAQDOrrKyUNWvWyLZt26S4uFgCAwMlMTFRBgwYIF26dGmxduXn58uOHTtk7969UlhYKCdPnpTAwECJjIyUuLg46dmzp2RkZHjlG+2OHz8uy5cvlyNHjkh5ebnExsZK79695YILLrBZiBqtz1//+lfNtx3m5OTIkCFDLNulpaWycuVK2bVrl5SXl0tcXJykpaXJkCFDNAu+u6uiokJWrVolBw8elBMnTkhQUJAkJCRIjx495Pzzz3e73PLyctmyZYvs2bNHjh8/LuXl5eLv7y9RUVGSlpYmffv2lfj4eLfLr6+vlx9//FG2bNkiJ06cEH9/f0lOTpZBgwZJ+/bt3S63OeXn58uPP/4ox44dk4KCAjGZTBIZGSnt2rWTbt26SXp6uu7/0927d0t6erpl+6677nJpwWV37Nu3T3bs2CEHDhyQkpISqampkfDwcImPj5devXpJ9+7dxd/f3+N6cnNzZd26dZKXlycFBQViNBolMjJSEhMTpVu3btK5c2eP3zuLiopkzZo1cvToUTlx4oQYDAaJioqSzp07S58+fSQhIcGtcmtqamTNmjWyb98+yc/PF6PRKAkJCZKRkSHZ2dle/xbT5mQymWTVqlWyc+dOycvLk6CgIElLS5NBgwZJXFycx+WXlJRY3iPy8/OloqJCgoKCJDo6WtLT0+X888+X6Ohozy8EQKtFgAkAAMCLmgowAfbMnDlTxo0bJyIiAQEBsmvXLklOTm7hVgEAoN+ZE3IHAAAAzlLff/+95ec777yT4BIA4IxDgAkAAABoYTk5OSIiEhQUJE8++WQLtwYAANcRYAIAAABa0JYtWyQvL09ERMaOHSsdO3Zs4RYBAOA6z1ftAwAAAOC2Hj16CMuiAgDOdIxgAgAAAAAAgEcIMAEAAAAAAMAjBJgAAAAAAADgEYNiwjcAAAAAAAA8wAgmAAAAAAAAeIQAEwAAAAAAADxCgAkAAAAAAAAeIcAEAAAAAAAAjxBgAgAAAAAAgEcIMAEAAAAAAMAjBJgAAAAAAADgEQJMAAAAAAAA8AgBJgAAAAAAAHiEABMAAAAAAAA8QoAJAAAAAAAAHiHABAAAAAAAAI8QYAIAAAAAAIBHCDABAAAAAADAIwSYAAAAAAAA4BECTAAAAAAAAPAIASYAAAAAAAB4hAATAAAAAAAAPPL/QdYAV1r5tBIAAAAASUVORK5CYII=\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "image/png": {
+ "height": 446,
+ "width": 588
+ }
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "for n in range(data.shape[0]):\n",
+ " plt.semilogy(data['time'][n], data['binsignal'][n], label=data['Chlorine_Loading'][n], linewidth=3)\n",
+ "\n",
+ "plt.ylabel('PL Intensity, Counts', size=15)\n",
+ "plt.xlabel('40 Sun Exposure, seconds', size=15)\n",
+ "\n",
+ "plt.xlim(data['time'][n][0],data['time'][n][-1])\n",
+ "plt.xticks(size=15)\n",
+ "plt.yticks(size=15)\n",
+ "\n",
+ "# plt.legend()\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "plt.plot()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 130,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "687.773621"
+ ]
+ },
+ "execution_count": 130,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "data['wl'][n][centroid_index]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 65,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "9"
+ ]
+ },
+ "execution_count": 65,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "data['counts'][0].shape[0]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 61,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "array([ 61908.5645, 3481468.2791, 5108026.76 , 6790666.8359,\n",
+ " 7399057.2644, 8364752.1394, 10195410.3686, 9427256.1956,\n",
+ " 9505185.6565])"
+ ]
+ },
+ "execution_count": 61,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "df_filter3['binsignal'][0]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 663,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "\n",
+ "\n",
+ "df_filter3['binsignal'] = np.sum(y_value[:, int(str(signal_slice).split('e(')[1].split(\",\")[0]):int(str(signal_slice).split('e(')[1].split(\",\")[1][1:])], axis = 1) \n",
+ "\n",
+ "\n",
+ "# binsignal = np.sum(y_value[sample][:, int(str(signal_slice).split('e(')[1].split(\",\")[0]):int(str(signal_slice).split('e(')[1].split(\",\")[1][1:])], axis = 1) \n",
+ "\n",
+ "binsignal_norm = binsignal#/np.max(binsignal)\n",
+ "\n",
+ "centroid = np.zeros(y_value[sample].shape[0])\n",
+ "peakPLWL = np.zeros(y_value[sample].shape[0])\n",
+ "peakPL_count = np.zeros(y_value[sample].shape[0])\n",
+ "fwhm = np.zeros(y_value[sample].shape[0])\n",
+ "half_max = np.zeros(y_value[sample].shape[0])\n",
+ "fwhm_ev = fwhm\n",
+ "fwhm_nm = fwhm\n",
+ "\n",
+ "for n in range (0, y_value[sample].shape[0]):\n",
+ " x = data['counts'][sample][n]\n",
+ " peaks, _ = find_peaks(x)\n",
+ " results_half = peak_widths(x, peaks, rel_height=0.5)\n",
+ "\n",
+ " index_width = results_half[0][np.argmax(results_half[0])]\n",
+ " half_max[n] = results_half[1][np.argmax(results_half[0])]\n",
+ " left_index = results_half[2][np.argmax(results_half[0])]\n",
+ " right_index = results_half[3][np.argmax(results_half[0])]\n",
+ "\n",
+ " centroid_index = int(((left_index + right_index) /2))\n",
+ " centroid[n] = data['wl'][sample][centroid_index]\n",
+ "\n",
+ " peakPLWL_index = np.argmax(x)\n",
+ "\n",
+ " peakPL_count[n] = np.max(x)\n",
+ "\n",
+ "\n",
+ " peakPLWL[n] = data['wl'][sample][peakPLWL_index]\n",
+ "\n",
+ " fwhm_ev[n] = 1*(1240/data['wl'][sample][1] - 1240/data['wl'][sample][0]) * index_width #calcualtes nm difference between two points and multiplied by index width\n",
+ "\n",
+ " fwhm_nm[n] = 1*(1240/data['wl'][sample][1] - 1240/data['wl'][sample][0]) * index_width"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 59,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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+/vln+f6wYcPQo0ePUss2aNAAU6dOlR8vWrSo1LJLliyB2WwGAAwYMAADBw4ssZxKpcL8+fPlxytXrkRqaqrN7S/J+vXr5fsjRoxAs2bNbF63cePGFdo2ERHR7Yr5kOMxHyIi5kNEVFFNmzZFz5495celfZadlQ/ZyjLLmT59Otzc3GxaT5IkNGrUqMLbJyIiopIx73E85j1ExLyHiEpTU64HshXzHiKi2okd06hGWbVqlXz/kUcegSRJpZaNiIhQhEu///57sTI5OTny/ZCQkGLL69atW2LZm/755x/8+uuvAICFCxfCw8PD+g5UwLVr1/Ddd9/Jj2fOnIlu3brZXU9wcLDNQdSVK1fw6quvom3btvDz84OnpyeioqIwffp0ORBzpNzcXCxatAgDBw5EWFgY3Nzc4O/vj1atWuHpp5/Gnj17bKpHkiT5dtORI0cwc+ZMtGrVCgEBAZAkCffee6+8/NKlS/I6DRo0sKvuM2fOYNasWWjRogW8vLzg4+ODtm3b4qWXXrL7Avq8vDwsWbIEw4cPR2RkJDw8PODt7Y2mTZvisccew+bNm+2qrywNGjSQ9+fSpUtllr/5uZMkCcuWLbO5TH5+PhYvXowePXogJCQErq6uCA8Px8MPP4ydO3fa1eZz585h1qxZiIqKgqenJwICAtCuXTvMmTMHV65csasuS6dOncLLL7+Mzp07IyQkBFqtFsHBwejSpQvmzJmDa9eulVlHnz595H3fsmULACAxMRHvvPMOOnfujNDQUKjVavj5+ZWrjTqdDsuXLwdwI4x+/vnny1VPRQQHB8v3SzouVrROa/U64701d+5cuc65c+cCuPE6f/755+jTpw/q1q0LrVaLsLAwTJgwASdPnixWR25uLj799FP06NEDdevWhZubGxo3boxp06ZV6D1ZEZcvX8aSJUvw8MMPo1WrVvD19YWLiwsCAwPRunVrTJkyBbt377a5PoPBgO+//x73338/GjVqBC8vL2g0Gnh7e6NJkyYYOHAg5syZg71799pUX034vAGA2WzG9u3bMWfOHNx9992IiIiAh4cHXF1dUbduXfTr1w9vv/221WO95feL5Xdnw4YNFd8pRfelOrD83h0yZEiZ5YcOHSrf/+uvv1BQUFCsjBACq1evlh8/+uijVuu888470aRJEwCAyWRSrFseV69ele9HRkZWqC5LNen7VAiBVatWYcyYMWjevDl8fHygVqvh6emJBg0aoF+/fpg9ezZiYmLkDoRkmy1btsh/sz59+ti0TknnljddvHgRPj4+8vJ58+aVWd/TTz8tlw8PD0dGRoa9u0FEVCMwH2I+ZAvmQ7arSeezNzEfYj7EfKhszIeYD5XFls+yM/Ihezgjy7H1+96SLd+VJZVxxHlUbm4uPvvsMwwdOlR+/7m4uMDX1xdRUVEYPnw43nnnHRw/ftym+uiWko7/1pSV/fzyyy/yco1Gg127dlmtT6/Xo0OHDvI6w4YNK+eeEBHVDsx7mPfYgnmP7Zj33FITfn8y72HeYyvmPcx7HIF5zw3Me2on5j1EVaiqp2yj2095pwUtKCgQKpVKXnfXrl1lrvP222/L5e+8885iy2fNmiUvv3z5crHlly5dkpc/88wzimU6nU40adJEABBDhw61eT/K64033lBMn1tSeyui6HTCv//+u/D19ZWfK3pzd3cXa9assVqn5RSsZU0V/Oeff4rQ0NBSt3fzNmbMGJGXl2e1LsvyQtx4z6nV6mJ1jRgxQl7H1imxi9a9ZMkS4erqWmp7AwMDxb59+6y296aVK1fa9BoMGzZMZGZm2lRnWeydRtqWv2nRMidOnBAtWrSwuk9z5syxqb2ffvqpcHNzK7UePz8/sXr1ahETE2PzcUan04knn3yyxPdI0ff8xx9/bLWu3r17y+VjYmLEqlWrhL+/f7G6fH19bdrfon7++Werx7TKMGPGDLkNd999t0Pq/O233+Q6PTw8hMFgKLGcM95bRad3vnDhgmjbtm2p9bm6uop169bJ6+/du1fUr1+/1PI+Pj4iNjbWIa+Trcep5557TkiSVOaxBIB46KGHyjymnjlzpszX2fJ27ty5UuuqSZ83vV5v9W9refP09BTfffddifVY/t1sucXExJSrvdZYHuvL+j625O7uLq/3999/l1k+Pj6+zH05c+aMosy1a9fKrHfy5Mly+bFjx9rc/pIMHTpUrmv06NEVqstSTfk+TUpKEt26dbP5/bhhw4ZyvBq3WH4fA5X/03Pp0qU2HTdtYcu5hT3nHzeV9fp8++238nIXFxexf//+Uutas2aNXFalUjnleEJE5EjMh8qH+dCNG/Mh5kPMh0o/plUG5kPMh8q6MR9Sqg75UEnatGkjb/Odd94psYwz8iF7eHp6ynUtXry4QnXdZOvnyJIt35XOOI/atWuXze9BAKUeO21V3nN0R7E8xk+cOLFCdRU9tpe3jCVbzi0ee+wxuUzDhg1FVlZWqfU999xzctmQkBCRnJxsw54REVVvzHvKh3nPjRvzHuY9zHtKP6ZVBuY9zHvKujHvUaoOeU91uh7IHsx7mPeUF/MeoupNA6Ia4syZM/KsDZIk4Y477ihznfbt28v3T506VWx5ixYt5Ptbt27F+PHjFctjYmLk+1FRUYpl8+bNw/nz5+Hm5uaQ6WnLYjkyTo8ePRAREeG0bW3cuBFPPfUUTCYTIiIi0K1bN/j4+CAuLg5btmyB0WhEQUEBRo8ejePHj6Nhw4YV2t5PP/2EsWPHwmQyAbgx8kuPHj3QpEkT5ObmYvv27fJoGT/++CPi4uKwefNmm6bwff/99/H6668DABo3bozOnTvDw8MDly5dgouLS4XavWzZMkyZMgUA0Lx5c3Ts2BHu7u44ffo0du7cCSEE0tLScM899+DUqVPw9fUtta4PP/wQzz77LIQQAAAfHx9069YNYWFhMJlMOHHiBPbv3w8hBNasWYM+ffpg586dTh2VyxGuXbuG/v37IzExEX5+fujZsydCQ0ORmpqKzZs3IysrCwDwxhtvoGXLlnjwwQdLrevzzz/HtGnT5McuLi7o06cPIiMjkZ6eji1btiA9PR0jR47EO++8Y1P78vLyMHDgQMVIOo0bN0aHDh3g7++P9PR07Ny5E9euXUNBQQGmT5+O7OxsvPzyy2XWvWvXLsydOxcGgwGBgYHo1asXgoKCkJycXO4p7y3b2aFDBwBAQkICPvvsM6xevVoelaNu3bro2bMnJk6ciF69epVrWyU5ceIEvv76a/nxyJEjK1xndna2YmSKe++9FxpN2acnjnxvWbZl8ODBOHv2LHx8fNC7d2+EhoYiKSkJmzZtQn5+PgoLC3Hffffh2LFjMBgM6N+/P7KzsxEUFIRevXohMDAQ8fHx2Lx5MwwGA7Kzs3HvvffizJkzVo8BjpSQkAAhBCRJQvPmzdG8eXMEBgbCxcUFaWlpOHToEC5cuAAA+L//+z9kZ2djzZo1JY46mJOTg/79+yMhIQEAoFKpcMcdd8gjwuXn5+Pq1as4cuRImSPC1bTPm8lkkkfo8fLyQnR0NBo1agQfHx8YDAZcuXIFu3fvRnZ2NvLy8jB+/Hi4uLgUe6/5+PjIx65vv/1WHgFswoQJ8Pb2Lrbd+vXrl6u9znDzO6m8Tpw4UWwkGcvzsdDQUMVolKUp63zOHo0bN5bv//nnnzh58iRatmxZoTorgyOOeSaTCUOHDsWBAwfk51q1aoVWrVrBz88POp0OSUlJOHLkCBITEytt38i68ePH4++//8aKFStgMBgwZswYHDx4EJ6enopySUlJihkIX3jhBZtnbSMiqmmYDzEfApgPMR9iPnQT8yHmQ6VhPsR8qCzLli3D0aNHAdw4p7r//vtLLOeMfMgejRs3ltv58ccfY+LEidX+ew9wzHlUQkICBg4cKL9fXFxc0KlTJzRp0gQeHh7Iy8vDpUuXcOTIEWRnZ1f2LlIpFi1ahO3bt+PcuXOIi4vD1KlT8f333xcrt3HjRixYsAAA5Fkhis4mQUR0O2Hew7wHYN7DvId5z03Me5j3lIZ5D/MeR2HeUz7Me25fzHuIbFQFneHoNlfe3tc//fSTohexLU6cOKHoOV605/GlS5fkUZeaNm0qUlJS5GXJycmiUaNGAoBQq9UiPj5eXnbhwgV5lJbXX3/d5n0oL71erxgV5vnnn3f4Nix79ru6usqjPZjNZkW548ePK3rrP/roo6XWactoOufPnxdeXl5yuc6dOxcbXcNkMokFCxYoRsiaPn16qdu1/JtrNBrh6+srfv/992LldDqdfL88IyS5urqK4ODgEkeN2Lp1q/Dx8ZHLWnufbNy4Ud43rVYr3nvvvRJHLDl06JBo2bKlXOeUKVNKrdNWzh4h6eboUbNnzy62T2lpaaJfv35y2UaNGhV7v9109uxZxWegd+/eIiEhQVFGp9PJo55ptVqbjjMTJkyQyzVr1qzE0TyMRqNYvHixvC9qtbrUEdosR2zRaDRCkiTx5ptvCr1eX6yt5XHnnXfK9f/vf/8TK1euVLzPSrqNHDlS5Obmlmt7QgiRk5MjDh48KObMmSO8vb0Vr2t5R+PQ6XTi3Llz4rPPPpOPswBEaGio4lhblDPeW5bfSTfrnDx5ssjOzlaUS0hIEFFRUYrROzp06CAkSRJz584VhYWFivLHjx9XjHjmiO8KW49T8+fPF0uXLlV8pxW1bds2eZQ/AKWO7vPRRx/JZVq2bClOnz5dYjmz2Sz27t0rpkyZUurfsKZ93goLC8Wjjz4qYmJiitVpWff8+fOFRqMRwI1R2nJyckqt095jrqOUd4Sk8PBweb3PP/+8zPI7duxQHH+mTZtWrMy8efPk5V26dLGpHWvXrpXX8fDwsLn9Jdm8ebOijYGBgWL+/PniypUrFaq3Jnyfrlq1Si5Tt25dsXv37lLbd/z4cTF79myxZ8+eMvfFGs6YVjZbXp/MzEzFe2zSpEmK5WazWQwcOFBe3rFjx1KPW0RE1QnzIfsxH2I+JATzIeZDzIeYDzEfssR8yHYmk0mkpaWJmJgY8eijjyq+T//73/+Wup4z8iF7zJkzR1Ffq1atxPfff1/s82mPyhhB2xHnUZazvPTs2VNcvXq1xHIGg0Fs2bJFjB07VhiNRpv2pzQcQds6W7Offfv2CRcXF7ns999/r1iempoq6tWrJy+fMWOGHXtGRFS9Me+xH/Me5j1CMO9h3sO8h3kP8x5LzHtsV52uB7IH8x7mPeXFvIeoemPHNKp05f2SW7x4sbxemzZtbFonLS1NcQJT0gm05ZdeYGCgGDdunBg3bpwICAiQny968eeQIUMEANGkSZNyn+DaIyEhQbEfy5Ytc/g2LE+gJEmyOkXvmjVr5LJeXl42T7NdEssfJk2aNLE6Jf0HH3wgl1WpVOLixYsllrN8rVQqldi6dWvpO/6v8gZRR44cKbXsJ598IpeNiooqsYzJZBJNmzaVy/32229W25mYmChCQkIEAOHi4lIsjLGXs4MoAOKll14qtb6kpCTF1MylXSQ/ZswYuUx0dLTVqcYnTZqk2H5px5lt27bJZRo3bmz1R7sQyovbBw0aVGIZyx/GAMRbb71ltU57RUREyHU/8MAD8o9fFxcXcdddd4lJkyaJUaNGiTp16ija0aNHD5svUP/uu+8U6xa9SZIkHnnkEbuOfUWPYSXdunTpYjWEEsI57y3L7yQAYty4caXWWfRHdlk/Xr7//nu5XIsWLazumy3K8wO6rPpuBrydO3cuscwDDzwgb3PDhg3l3lZN/LzZ47333pPbYW2K+ZoWRN17773yevfdd1+Z5V9++WXF3+Thhx8uVuaFF16Ql99zzz02tePAgQOKeit67jV8+PASj23NmzcX48ePFwsXLhR79uyxK2yvCd+nzz77rLz8yy+/tHXXKqRox7Rp06bZfCstILeH5bHE29vbpu3+8ssvZe5LZXdME0KI7du3C7VaXeI5o+U5sqenpzhz5oxN2yYiqmrMh+zHfOgG5kPMhwDmQzfrZj7EfMgR9TEfcozqmA89/vjjVj9z7u7u4qOPPrJahzPyIXukp6crXrObNxcXF9GpUycxdepU8c0335R6AV1JKuNCJUecR3Xo0EEuU/QCbmexPB7Wq1fPrizH2iBItrI8xkdFRdm03dLOw6ryQiUhhHj33Xflsr6+vor3zYgRI+RlrVu3FgUFBWVum4iopmDeYz/mPTcw72HeAzDvuVk38x7mPY6oj3mPY1THvKe07Vb19UD2YN7DvId5D1HtxI5pVOnKG0TNnz9f8YPFFvn5+YoTl/379xcrk5mZKbp06VLqj6MePXooRjv47bff5GXr1q0rVp/JZBIpKSlWfyjb68iRI4o2rVq1ymF132R5AjV8+HCrZc1ms2Lkj6NHj5ZYrqzQIiMjQx4FAyg7hDGZTCI6Olou/+KLL5ZYzvK1Gj16tNU6bypPEGVtlCYhhMjOzpaDAkmSRFZWVrEylrOX3HvvvTa11fLkZsGCBTatUxpnB1HBwcFlnmCNHj1aLr9o0aJiy4u+T9auXWu1vvT0dEUAUdpxxvIHlq2fqZsj5EiSJFJTU4stt/xhXK9evXKPIFSakkZD6tKlS7FQtrCwULz44ouKcq+++qpN27AWRIWHh4uNGzfa3W5rQZS7u7tYuHChTfU4+r0lhPI7SavViqSkJKt1WoaBISEhxUZGspSfny+P1iVJUoVGdRHC8UGUEEIMHjzY6jFqwIAB8jYPHz5c7u3UxM+bPa5fvy635f777y+1XE0LoiwDQbVabTVsSEhIEH5+forP97Bhw4qVmzp1qrz8wQcftKkdJ0+eVNRb0vvBHjk5OeK+++4r9bh08+bp6SkefPBBsXnz5jLrrAnfp5MnT3bquWRJinZMs+dW0VGShFC+h229zZw5s8x9qYqOaUIoRw0LCAgQV65cEYcPH1acJ1VWp0MiIkdgPmQ/5kM3MB+6gfkQ8yHLG/Oh0jEfKhvzIceojvmQtY5pd955Z6kX+1pyRj5krzNnzii++0u7hYaGipkzZ4qzZ89ara8yLlRyxHmU5UXM1i7idqSiF27ac7MndyxN0YtRbbmVNENK0X2piguVTCaT6Nu3r+IzZzQaxZIlS+Tn3NzcxLFjx8rcLhFRTcK8x37Me25g3nMD8x7mPZY35j2lY95TNuY9jlEd857StlvV1wPZi3kP8x5rN+Y9RDWTCkQ1hE6nk+9rtVqb1nF1dVU8LigoKFbG19cXW7duxfvvv4927drBw8MDnp6e6NChAz788ENs2rQJXl5eAID8/HzMmjULADBy5EgMHDhQrufcuXN46KGH4OPjg+DgYHh6eqJFixZYvHgxzGazvburkJOTo3h8sz3OMmrUKKvLJUlC27Zt5ceXLl0q13Z27dqFwsJCAEBQUBCGDx9utbxKpcJjjz0mP46JiSlzGw899FC52maLsl4nb29vNG7cGAAghMDly5eLlfnrr7/k+2PGjLFpu/369ZPv79ixw6Z1qsrw4cPh5uZmtcwdd9wh3y/pvWT5PqlTpw4GDRpktT5/f3/cc889VssYjUZs2LABAODj44Nhw4ZZLX9T3759Adz4e+7cudNq2ZEjR0Kj0dhUr63y8vIUj8PDw/HPP/+gYcOGiue1Wi3effddTJkyRX7uo48+QlZWVpnbaN68OaZNm4Zp06ZhypQpGDNmDNq1awdJkpCQkIABAwbggQceQFJSks3t9vLykuucNm0aJkyYgJ49e8LNzQ0FBQWYOXMm2rdvj3379tlcpyPeW0X17NkTISEhVsu0atVK0QZr30fu7u6KY0B5j5UVER8fj19++QXvvPMOXnjhBUyfPh1PP/20fIuLi5Pbd+TIkWLrh4eHy/c/++yzcrWhpn7eLJnNZuzbtw9ffvklXnvtNfznP/9RvI5vvPGGXPbw4cNOa0dlGzt2LBo0aAAAMJlMGD58ODZu3Fis3LFjx9C/f39kZmYqni/pvMtZ53P28PLywm+//Ya1a9diwIABUKlK/kmUl5eHn376Cf369cOIESOQkZFRoe1WhCOOeZaf5y+//BImk8lh7aPKMWfOHHTv3h0AkJ6ejvHjx2PMmDHyedL999+PSZMmVWUTiYgqBfOhW5gP3cB8iPlQSZgPMR+6ifkQ8yFHqYn5UL9+/eTP3JNPPokHHnhAznp27tyJ6OhovPTSS9Dr9aXW4Yx8yF7NmjXDwYMHsXjxYrRu3brUcklJSVi4cCGio6Px8ssvV/jcqyIccR7liM8eVR2VSoVvv/0WAQEBAG585iZPnoxnnnlGLjN//nzFdwoR0e2Mec8tzHtuYN7DvKckzHuY99zEvId5j6PUxLzHEZj3lA/zHmLeQ2Sd876xiRzM8geHtX+SWbr54/Umd3f3Esu5urriueeew3PPPWe1vjfeeAPx8fHw8vLChx9+KD8fGxuLQYMGITs7W1H+9OnTmDZtGnbs2IEffvgBkiTZ1O6ivL29FY9zc3PLVY+trJ3o3RQYGCjfL7rftjp06JB8v3Pnzjb9iLjzzjsV6wshrL6uHTp0KFfbbOGI1yk2Nla+/+uvv2Lr1q1l1mkZJiQkJJRZvio54jUq+j4prQOBpW7dumHFihWlLj969Kgc6ri4uGDmzJll1glAEZSU9do7473n5uamCKNeeeUV+Pr6llr+zTffxDfffIPCwkLk5OTg77//LjOc7dSpEzp16lTs+XPnzmHWrFn466+/8Ntvv+HAgQPYsWMHwsLCymy3n58fPvnkk2LPp6enY968eXj//fdx6NAh9OrVC6tXr8aAAQPKrNMZxylbfhD4+/vL96Ojo8ssf/NHiK1tcJTY2Fi8+OKL2L59O4QQNq2Tmppa7LnRo0fjm2++AXDjx/CBAwcwceJEDBw4EE2aNLGp3pr6eQNuhGiLFi3Chx9+iCtXrti0TkmvY03l4uKClStXolevXtDpdEhJScGAAQPQpk0b3HHHHVCr1Th9+jR2794Ns9mMOnXqoGnTpnJwWPT8BXDu+Zy9hgwZgiFDhiAlJQVbtmzBrl27cODAARw6dKjYudbq1avRs2dPxMbGlrhfzuaIY97IkSMxd+5cmM1mrF27Fq1atcJjjz2GwYMHIzo6utznqfaw9XjkDJGRkVXyDwFHUqvV+P7779GuXTtkZ2cr/ilbv359fPnll1XYOiKiysN86BbmQ7fWZz7EfKgkzIduYD7EfIj5UMXU5HxozJgxJV4Au3nzZkydOhVnzpzBe++9h0OHDmHNmjUlfgc7Ix8qD61WiylTpmDKlCk4d+4ctm7ditjYWBw6dAjHjh2D0WiUyxoMBrz77ru4evUqli9f7pDt28sRx6fRo0dj8+bNAIAXX3wRGzZswNixYzFgwACbjrsV1bt3b2zZssXp2ynNxIkTsWzZsirbviOEhYXhyy+/xAMPPAAAWLp0qbxs8ODBmD59elU1jYio2mHecwvznlvrM+9h3lMS5j03MO9h3sO8p2Jqct7jCMx7yod5T8Ux7yGq3dgxjWoMy1GBbO1xX7RcRUYWOnXqFD744AMAwGuvvSafBOTn5+Ohhx5CdnY2/P398dVXX2Hw4MFITk7Gc889h19++QUrVqxAr1698NRTT5Vr25Y/ZAAUG4HA0az9sL3JxcVFvm8wGMq1nZSUFPl+ZGSkTevcHKkBuBFI5uTkwMfHp9TywcHB5WqbLRzxOl27dk2+/9NPP9ndhqqcvcUWjniNLN8nERERNm23rHKWr3taWho+/fRTm+q1VNZr74z3npeXlyKIuvfee62WDwwMRK9eveTRaXbt2lXuUcOaNm2KP//8Ew888ABWrVqFy5cv4/HHH8c///xTrvqAG8e2efPmITQ0FM888wx0Oh3Gjh2L8+fPW/1cA845TtlSp2Vgbm/58h4r7fXNN99g0qRJdncAKToaHwAMHDgQ06dPx8cffwzgRjh0MyAKCQlBjx490KdPH9x7772l/jiuqZ+3wsJC3HPPPVi/fr1d65X0OtZknTp1wtatWzFq1CjEx8cDuBEuHj16VFGuSZMm+PnnnzFnzhz5OT8/v2L1VfX5XEmCg4MxatQoeWQjo9GI3bt3Y+nSpfj222/loOvEiRP473//i0WLFjl0+7ZwxDGvRYsWmD9/Pp5//nkIIXD69Gm88MILeOGFF+Dv74/u3bujd+/eGDFiBJo1a+bQ9pPjNGzYEIsXL8a4cePk5yRJUozIRERU21X1+QTzISXmQ8yHbMF8yLGYD93CfKh0zIcco7bmQ/369cPOnTvRqVMnxMXF4Z9//sH777+Pl156qcTyjs6HKqpp06Zo2rSpPGt4bm4uNmzYgMWLFytG9/72228xYsQI3H///Q5vQ1kccXyaNGkS1q1bh1WrVgEANm3ahE2bNgG48R3Xs2dP9O3bFyNGjEBQUJBjGk4Od3OG+6+++kp+rk6dOoqLloiIiHmPJeY9NzDvYd5TGuY9NzDvYd5jD+Y9SrU177EX8x77Me+hm5j3EJWs7GEmiKoJy57k169ft2mdolNLV+RizWnTpsFgMCA6OhqzZs2Sn1+xYoV8Yvbhhx/i/vvvh7u7OyIjI7FixQo5YHnvvffKPUtESEiIYoSokydPlns/bFEZM2YAypGePD09bVqnaLmyTvgdNatKSRzxOtkylbo1lqNCVEeOeI0s3yceHh42rVPW+6mirztQ9mvvjPee5XEwKCgIderUKXOdFi1ayPevXr1aoe2rVCosXLhQ/ruuX78ex48fr1CdADBz5kw0bdoUwI3g8dtvvy1zHWccp+yts7KOlfY4efIknnzySfn7Jjo6GgsXLsTevXtx/fp1FBQUQAgh3yZOnCivW9pU54sWLcJvv/2Gzp07K56/fv06fv31V0yfPh0REREYOXKk/H1oqaZ+3l5//XU5hJIkCQ8++CBWrlyJU6dOISsrC3q9XvFa3lSVM0I5S+fOnXH27Fl8/vnnGDJkCOrVqwetVouAgAB07doVH374IQ4fPox27dopRoiynH7+poqez3l4eMDV1bUCe1M2jUaDHj164Ouvv8bWrVsV/8j88ssvbf6HqCM56njz7LPPIiYmBnfddZeizoyMDKxduxYvvPACmjdvjv79++PYsWMO2SY5XtHv/7p166JLly5V1BoiosrHfIj5UEnlmA8xHyoJ86FbmA/ZjvkQ8yFLtTkfCgwMxBtvvCE//vDDD0v9+wOOzYcczcvLC/fddx82bNiAhQsXKpYVfVxZHHFsUKvV+O233/DVV1+hZcuWimXx8fH44YcfMGnSJNSrVw+TJk1Cenp6hbdJzhESEqJ43K1bt2LPERHd7pj3MO8pqRzzHuY9JWHecwvzHtsx72HeY6k25z32Yt5jH+Y9ZIl5D1Fx7JhGNUbz5s3l+8nJydDpdGWuY3lCHBAQUO4RFH788UfExMQAABYvXqwY8eLm6CBeXl4YM2aMYj2NRoPJkycDAC5fvozTp0+Xa/suLi6Ki0337NlTrnqqG8sLvS1HfbGmaDlHTQtcVSwDk4MHDyp+1Nhyu3TpUqW219o/pp3F8n2Sn59v0zplvZ8sX/c2bdrY/boLITB37txy7U9FREVFyfdtHfHN8jPiiJFbIiIiFMfjm1N0V4RKpcJdd93l0DpvVx999JEc2gwcOBAHDx7EjBkz0KlTJ9SpU0fxTw3A9vfEfffdhz179uDy5ctYvnw5nnzyScWPYyEEfv31V7Rv3x5nz55VrFsTP2+FhYXyqFAAsGzZMvzf//0fRo0ahaioKPj4+ChGuKltoyKVxNXVFU888QTWrl2Lq1evorCwEGlpaYiNjcWsWbPkv7PlP8s6depUrB7L48fly5dt2rbl+ZzlcbAydO/eHS+//LL8WKfTyaOEVURVfJ/e1Lt3b2zcuBGJiYn46aefMGPGDLRv3x4q1a2fhps2bUKXLl14PHay8rwPUlNTFf9EAG6MRGf5j3IiotqO+RDzoZLKMR+6VKntZT7EfIj5UPXGfMgxbod8aMCAAfL9lJQUnDt3zmp5R+VDzjRjxgzcfffd8uPY2FiHXNBbVVmOJEl4/PHHceLECZw5cwZffPEFJk6ciEaNGsllDAYDvv76a3Tu3Fkx4wQ5XnneB9u3b8d7772neO6PP/7ADz/84KhmERHVCsx7mPeUVI55z6VKbS/zHuY9zHuqN+Y9jnE75D32Yt5T+Zj3VC/Me4gchx3TqMZo3ry5fMGsEAKHDx8uc52DBw/K9y1HCbFHdnY2nn32WQDA+PHj0atXL8XymyfcDRo0UJyU3tSsWbNiZcujX79+8v0dO3YgISGh3HVVF5bBYEmjapTEMnjRarU1Poiy7CFfdESvymD5nrXlZN0RI53Yqzzvk7I+H1X9updXq1at5PuWI0dZY/kD2ZbppG3h7+8v309LS6u2dd6Obk7tDQBvvfUWtFqt1fK2dgy6KSIiAhMmTMBnn32GEydOID4+Hq+//ro8ellaWhqeeeYZxTo18fO2d+9e+TMWHR2NCRMmWC1v7+tYW504cUL+nlCpVCXO4GR5PpaUlGTTe8IR53MVMWjQIMXjxMTEYmVqwvdpUSEhIRg9ejQWLlyIAwcOICkpCR999JE8Gl9BQQGefPLJKm5lzVIZ74NJkybJ78EmTZpArVYDAL766iusWrXK7vqIiGoi5kPMhwDmQ45WE85nmQ/dwnyIysJ8yDFuh3zI8jMHOOZzZ0s+5GyWWY7BYCi2X/Z+7wHVI8tp1qwZJk+ejGXLluHChQs4c+YMnnnmGTkbuHDhAl5//fUqbmXN4uxzoKysLIwfPx4mkwmA8mLjadOm1cjjBhGRszDvYd4DMO9xNOY9Nef3J8C8h8rGvMcxboe8xxmY9zgP8x7HY95DVHXYMY1qDDc3N3Tt2lV+vGXLljLX2bp1q3zfMsixx6uvvoqkpCT4+fnhf//7X7HlN0diKW1KccuRIWz94ViSxx9/XP5BYTKZqmw6Wke644475Pt79+6Vv6it2bVrl2L96jh1tj0sT9KrYlQYHx8f+b4tP/6PHTvmzOaUyPJ9sm/fPptGKIiNjbW6vF27dnB1dQVwY8S18+fPV6yRlcRyFKHU1FSbRsM4deqUfN9R02hbdsoICAiotnXejq5duybfb926tdWyWVlZOHr0aIW2Fx4ejjlz5uCLL76Qn1u/fj0KCwvlxzXx82bP6wgA27Zts6nemv6dVZaffvpJvj9w4EDUqVOnWJmmTZsiLCxMflxZ53MVUXRksZvvZ0s14fu0LMHBwZg5cyb++OMP+bkTJ07g4sWLVdiqmsXZ74PPP/9c/vu4u7vjzz//xCuvvCIvnzRpkuL4RURUWzEfYj4EMB9ytJpwPst86BbmQ1QW5kOOcTvkQ0UH33HE586WfMjZyspyLL/3MjIyIISwWl98fDyys7Md10AHadasGRYsWKC4OGn16tVV2KKax9nnQFOmTJEvRmrZsiX279+Pvn37Arhx/B03bpxN575ERLcD5j3MewDmPY7GvKfm/P4EmPdQ2Zj3OMbtkPc4A/OeysO8p+KY9xBVHXZMoxrl3nvvle8vW7bMatmEhATFSBGW69rq8OHD+PTTTwHcGGmipBOqmyP0XLlypcQ6LJ+3/MKzV/369TFu3Dj58UcffYQ9e/bYXU9KSopNo0tVhu7du8sniCkpKVi7dq3V8mazGUuXLpUfV8XF6Y42bNgw+f4333wDnU5Xqdtv0KCBfL+s98X+/fsRFxfn3AaVwPJ9cv36daxfv95q+aysrDJPxt3d3RXvn8WLF1e8oZWgR48eiuNQWTOjpKenY/v27fLj3r17V7gNJ06cUIxU5ojZi/R6veLvWhUzItUWN0cSBID8/HyrZb/66isYDAaHbPeee+6R7xsMBqSnp8uPa+LnzZ7X0Ww2K4I4ayxDEke99tVFSkoKPv74Y/nxlClTSiwnSZLi/VLW+VxsbKw8wqRarcbw4cMr3lg7HTlyRPE4IiKiWJma8H1qqzvvvFPxD4Hr169XYWtqlsjISDlwPn/+fJn/hF65cqXNdd8cFeumBQsWICoqCq+++iq6desG4EagNmHChDIDViKi2oD5EPMh5kOOVRPOZ5kP3cJ8iMrCfMgxbod8aM2aNfJ9d3d3REZGVqg+W/MhZ7PMcry9veHn56dY7u3tLWcf+fn5Zc5uYs/v96pg+dljjmMfe86BAPveC9999x1WrFgB4MaMLz/++CM8PT3x7bffyjNG7NixA2+//bZdbSYiqs2Y9zDvYd7jWMx7bqgJvz8B5j1UNuY9jnE75D2OxrynajDvKT/mPURVhx3TqEaZOHGiPOLQmTNn8NVXX5Vadvbs2XKv427duqF9+/Z2bUsIgalTp8JkMqFDhw6lnlDd/MF07dq1Er/E/vzzT/l+y5Yt7WpDUfPnz5dHODGZTBg6dKhdYdSOHTvQoUOHahNE+fn54cEHH5QfP//884ppxov65JNP5N7pKpUKTzzxhNPb6GwPPPAAmjRpAuDGCDFTp061+WLi3NxceYSu8rIcoWn58uWlljMajZg5c2aFtlVefn5+eOCBB+THL7zwAgoKCkotP3v2bJtGI5s9e7Z8/+OPP8bGjRttblNVTT+uUqnw9NNPy4/ffvttqyN3vPbaa3K4GRoaioEDBxYrY8uoEDfpdDpMnTpVflynTh306NGjWLmsrCy7Rn149dVXFSPS3H///TavS0qNGjWS71sLZM+dO2fTNN+pqak2bTchIUG+r1KpEBgYqFhe0z5vlq/j1q1brU7Z/f777xfruFQay9fl6tWr5W9gNaPX6zFu3DhkZmYCuDE6krUOZE899ZQc9v3zzz/YsGFDieXMZjNeeOEF+fGoUaMQHBxcobZ+8MEHdr3/8vPz8c4778iPQ0JC0K5du2LlasL3qa2f58zMTMX3aFWMdFVT+fj4ICoqCsCNv/UPP/xQatlDhw7hyy+/tKlevV6PMWPGyMH48OHD5d8marUa33//vfzP8U2bNmHBggUV2Q0iohqB+RDzIeZDtzAfKhnzoVuYD91+mA85Rk3Mh+z5LF+6dAlvvPGG/HjIkCFwd3cv97btzYds9Z///AdnzpyxufyZM2fw3XffyY8HDRpUYjnL7z5rF75fuXIF7777rs3bd6TyfPaY49inU6dO8iBDe/bsUcw4UdTixYtx4sQJm+qNi4vDtGnT5MfvvPMO2rZtCwAICwtTXNj45ptvYvfu3eVpPhFRrcO8h3kP855bmPeUjHnPLcx7bj/MexyjJuY9VYl5j+Mx73E+5j1EVYcd06hGqVOnjmKmgBkzZhTrrWwwGPDiiy/KvZIBlOsk4uuvv0ZsbCxUKhUWL16sGC3BkuUIN88//7xiuuJ//vlHHvUnKioKjRs3trsdlgIDA/Hzzz/LYVxaWhp69eqFmTNnylODFmU0GrF161bcc8896Nmzp+KEpTqYM2cOvLy8AABnz57FwIEDcfHiRUUZs9mMhQsXKv7206ZNU/Rsr6nUajWWLFkCtVoNAFi6dCmGDh1q9WTo8OHDmD17NsLDwys8YtGDDz4ov7djY2Px4osvFgsQrly5gmHDhmHXrl3FpkCuLHPmzJG3fezYMQwdOrTYj7jCwkI899xz+Pzzz6HVasuss3fv3pg4cSKAG5+ToUOH4t133y01xNLpdFi1ahVGjBihGJGisj3zzDOoX78+AODy5csYNGhQsc+/Xq/Hq6++ik8++UR+7rXXXis2pTVwY/S3AQMG4Ndff7U6QtfOnTvRu3dvxRTl77zzjvzetRQTE4Po6GgsWbIEKSkppdZ58eJFjB8/HvPnz5efGzdunE1TpVPJLH/8P/PMM/jnn3+Kldm0aRP69OmDnJwc+fukNN26dcOYMWPw999/Q6/Xl1jm7Nmz8mcJAO66665in8Ga9nm744475M9ZVlYWRo0apQhLgRvHnDlz5uDFF18s83W8qVWrVvL9n3/+2XENdqLvv/8eCxYsQGJiYonLDx06hD59+sijnAUGBuLzzz+3Wmfr1q0xduxY+fHDDz+MLVu2KMrk5eXhkUcewY4dOwDcGGXmzTffrMCe3LB3714MGDAAnTp1wuLFi62OKrRnzx707t1bMWX77NmzSzwnrAnfp6NHj8awYcPwyy+/lDry19WrVzFmzBj5896sWbMKn786Q58+fSBJEiRJQp8+faq6OQpjxoyR77/44ovye9jS33//jbvvvlsOwsryyiuv4ODBgwBu/GPp66+/Vixv1KiR4jv/v//9b7X5xzMRkbMwH2I+dBPzIeZDzIeYD1FxzIccoybmQ4MGDcLjjz+O7du3l3rBq8FgwIoVK9C9e3ckJycDAFxcXKzmLs7Ih2y1YsUKREdHY8SIEfj1119LvTjXaDRi5cqV6N27t5x7qFQqxQVylix/v3/wwQf49ddfi5XZvXs3evfujYyMDJu+UxwtIiICTz75JLZu3Qqz2Vximf3792P69Ony48GDB1dW8+xyM8eRJAlz586t6ubIQkND5dH9hRB4+OGHi82IYzQasWDBAsyYMcOmcyCTyYSxY8fKF973799fcf4KACNHjsSjjz4q1z9u3DirF+oTEd0umPcw77mJeQ/zHuY9zHuoOOY9jlET8x5nYd7DvKeimPcw7yEqSlPVDaDabciQIcVO3CxHOti/f3+Js0789ddfqFevXol1vvrqq9i5cyc2b96MgoICPPjgg3jrrbfQvn176HQ6bNu2TXGy9Prrr9s9XXVaWhpefPFFAMDkyZPRuXPnUsuOHDkSb731Fk6ePImNGzciKioKd911F65fv46///5b/uefo754u3Tpgh07dmD48OG4cuUK9Ho9Fi1ahEWLFiEqKgpRUVEICgqCTqdDUlISDhw4gIyMDEUdN2dUqA4aN26Mr776CmPHjoXJZEJsbCyaN2+Onj17onHjxsjNzcX27dsVoUPXrl0VP1xruv79+2PJkiWYMmUKTCYT/v77b6xbtw4tW7ZEmzZt4OPjg/z8fCQmJuLIkSNWf9jbKzIyEk899ZQ8lfa8efOwYsUK9OrVC25ubrhw4QJ27twJvV6P/v37IzQ0FN9//73Dtm+r5s2b44MPPpBHHIiJiUGjRo3Qp08fREZGIiMjAzExMUhLS4NWq8Xbb7+N559/vsx6P//8cyQmJmL9+vXQ6/V4+eWX8dZbb6FLly6IiIiAq6srMjMzceHCBRw/flwOmjt06ODU/bXG09MTv//+O/r27Yu8vDzExsaiWbNm6NWrFxo2bIisrCxs3bpV0dli3LhxeOqpp0qsTwiBjRs3YuPGjXB1dUV0dDSaNGkCPz8/mEwmpKSk4ODBg8VOzmfOnInHH3+81HaeOXMGU6dOxdNPP40mTZqgZcuWCAgIgIuLCzIyMnDixIlio03ceeedNWJa9+ps1qxZ+Oqrr5CSkoL09HQMGjQI7du3R8uWLSFJEg4ePCi/7gMHDkSdOnUUI8oUdfNClRUrVsDd3R1t2rRBo0aN4OPjg4yMDFy8eBH79++Xy7u7u+N///tfiXXVpM+bSqXCm2++icceewwAsGHDBjRr1gzdu3dHZGQk0tLSsGXLFvn79YsvvlB0tCrNAw88IIc0ixcvxoEDB9C+fXt4eHjIZaZMmVLuf1zt378fkyZNKva85bnYnDlz8NFHHymWd+zYsdRRJ69cuYKXXnoJzz//PKKjoxEdHQ0/Pz9kZGTg2LFjin+cBAQEYOPGjYiMjCyzrZ988on8fkxLS0Pfvn3RpUsXtGzZEtnZ2di8ebPi/OWLL76QRxR0hP3792P//v2YNm0aGjdujOjoaAQFBUGj0SAlJQWHDx8u9s+e++67TxH8WKoJ36dmsxlr167F2rVrodVqER0djWbNmsHX1xc5OTmIj49HbGysHHyp1WosXLjQoW2wHOXPFiNHjqx2Hc/KMn36dCxZsgTXrl1DZmYmevXqhTvvvBNRUVHQ6XTYv38/Tp8+DeDGCF2PPPKI1fo2b94sz4AmSRKWLl1a4syBEyZMwF9//YWffvpJnmHtwIEDFRrtnojIkZgPMR8qC/Mh5kO2YD50C/Mhsob5kGPUxHzIYDDgm2++wTfffANfX1+0bdsWYWFh8PHxgU6nQ0JCAg4cOCCPcg0AGo0GP/zwgzwbSEmclQ/ZymQyYfXq1Vi9ejXUarX8HgwMDITRaMS1a9ewb9++YrMBzJ8/v9T3zkMPPYT//e9/OHLkCPR6PUaOHIn27dujXbt2MJlMOHr0KA4dOgTgxvnb0qVLS70g3FkKCgrwxRdf4IsvvoC3tzfatWuHyMhIeHp6IjU1FadPn1YcQ4ODgx16EdC5c+fsznJeeukl+QK/muLtt99GTEwMzGYzjhw5gmbNmqFfv36oX78+0tPTsW3bNiQnJ8PLywvvvvtuqfngTW+++SZiY2MB3Lhob/ny5SUOTrRo0SJs374d58+fx4ULFzB9+nSro7kTEVVHzHuY95SFeQ/zHlsw77mFeQ9Zw7zHMWpi3gPUrOuBbMW8h3mPMzHvIaoigsiJIiMjBQC7b3FxcVbrzczMFKNHj7Zah4uLi3j77bfL1e5JkyYJACIoKEikpaWVWf7EiRMiNDS01LY8++yz5WqHNSkpKeKZZ54R7u7uNr+uPXr0EFu3bi2xPsu/VVmvvxBCTJw4US6/dOnScpe56c8//xQhISFl7sPDDz8s8vLyrNZlWd5WcXFx8jqRkZEOq7t3795y+ZiYGKtlN2/eLJo2bWrz3zM6OlpcvXrV5n0sTUFBgRgyZIjVbQ0bNkxkZGQ4/O8uhBBLly6Vy0+cONFq2UWLFglXV9dS2+nr6yv++OMPERMTIz/Xu3dvq3UajUbx6quvCg8PD5tedxcXFzFt2rQS67Ln711Ru3btEo0bN7baVo1GI2bPni1MJlOp9bzwwgt2HZ/r1Kkjli9fbrVtf/31l111arVa8dJLL4n8/Hyr9TrjvfXaa6/JZV577bUy67S3DY58T9h6nNq1a5cICgqy+prfe++9IjMzs8z9adWqlc1/x4YNG4qdO3da3Yea9nl7+eWXrbbPzc1NfPbZZ0II278fHn74Yat1VmRfLI999tysHSffffddm+oYMGCAOH/+vF3tvXr1qujXr5/Ver28vMQ333xT7tekqC+++EI0bNjQrtfH3d1dvPHGG8JgMFitu7p/nw4bNszmfa5Tp45YtWqVDa+odeV9T968ffjhhyXWa/n5t/b+tXxNrB037d2Xss4tDhw4YPU4rNVqxaeffiqEsH7sSEtLE/Xr15eXz5gxw+p2MzIyREREhFx+ypQp5d5fIiJHYz5048Z8iPkQwHyoNMyHyof50NIyXyPmQ6W/5syHbFOT8qHOnTvb9blr166diI2NLbNeZ+ZDZZk6darw9/e3a7/q168vfv755zLrvnjxomjUqFGp9UiSJP773/8Ks9ls0zmSo8+jvLy8bN7ntm3bilOnTpW5zbJYHg/Lczt06FCJ9VqWsXactXxNyjofsGdfyjq2f/3110KtVpe6X3Xr1hXbtm0r89xi586dinp+++03q9vds2eP0Gg0cvmVK1dWYI+JiCof854bN+Y9zHsA5j2lYd5TPsx7lpb5GjHvKf01Z95jm5qU9whR864HKgvzHtv2mXmP9X1h3kNU/XDGNKqRfH198dNPP2Hy5MlYvnw5YmNjkZiYCBcXF4SHh2PgwIF4/PHHrY7wWJrdu3fj66+/BnCjd31AQECZ67Rs2RJHjhzBe++9h9WrV+PKlStwd3dHhw4dMGPGDKdMOxwUFIQFCxZg9uzZWLNmDTZs2IBjx47Jo2J4eHggMDAQ0dHR6NatG0aOHIlmzZo5vB2OMmzYMJw/fx7ffPMN1qxZgxMnTiA1NRXu7u6oV68e+vbtiwkTJqBLly5V3VSn6du3L06dOoVVq1Zh7dq12L17N5KSkpCdnQ0PDw+EhIQgKioK3bt3x+DBg0scXaw83NzcsGbNGqxYsQLLly/HwYMHkZWVhTp16qBt27Z45JFHMHLkyBJ7+Fe26dOnY+DAgfjkk0+wbt06XLlyBa6urggPD8ewYcPw1FNPISIiAlu2bLG5TrVajTfeeAPTp0/Ht99+i40bN+LkyZNITU2FwWCAj48PIiMj0bp1a/Tt2xdDhgwpcaaSytatWzccPXoUP/74I1auXIlTp04hOTkZnp6eiIyMxF133YUnnniizM/9vHnzMGbMGGzevBl79+7FqVOnkJCQgJycHKhUKvj4+CA8PBx33HEHBg0ahOHDh5c5ffHgwYORkJCA9evXY/fu3Th27Bji4uKQmZkJk8kEb29v+f3Vu3dvPPjggwgMDHTky3Nb69atG06cOIGPPvoIf/75Jy5evAgAqFu3Ljp06IBx48Zh+PDhNtV1+PBh7N69GzExMdi7dy/OnDmDa9euIT8/Hx4eHggNDUW7du1wzz33YPTo0WW+N2ra5+3tt9/G4MGD8cknn2DHjh1ISUmBt7c3wsLCMGjQIDz++ONo2rSpXXX+8MMPGDZsGFasWIHDhw8jNTUVOp3OSXtQcU888QQiIyOxefNmHDhwAElJSUhLS4O3tzfq1auHHj16YPTo0eWa1apevXrYuHEjfv/9d/zwww84ePAgEhMT4eXlhYiICAwfPhyPP/44IiIiHLY/kydPxuTJk3H8+HFs3boVu3fvxunTp3H58mVkZWVBCAFvb2+EhoaiTZs26Nu3L0aNGgV/f/8y667u36erV6/GoUOHsGnTJuzZswenTp3ClStXkJeXB1dXVwQHB6NNmzYYMmQIxowZAx8fnyppZ23Qvn17nD59Gh988AH+/PNPxMXFwWw2IywsDAMGDMDUqVPRsmXLMut54okn5FFCW7VqhXnz5lkt7+fnh++++w59+/aF2WzGkiVLMHjwYJuP+URENRHzIeZDtRHzobIxH7qF+RCVhvmQ49SkfGjHjh3YsWMHtm3bhv379+PcuXNITEyUf/v7+vqiSZMm6NixI+6//3706NHDpnqdmQ+V5dNPP8XChQsRGxuL7du3Y//+/Thz5gwSExORk5MDjUYjv2fatm2LoUOHYsiQIdBqtWXW3bBhQxw9ehQff/wxfvvtN5w9exaFhYWoV68eevbsiSlTplTpOUdaWhq2bduGrVu3Yt++fTh37hyuX78OnU4HDw8PhIWFoUOHDnjggQdwzz33QKVSVVlba7rHHnsMXbt2xQcffIDNmzcjMTERbm5uaNiwIR544AE8+eSTCAoKsnpukZ2djXHjxsFkMgEAJk2ahPvuu8/qdjt37oy5c+filVdeAQA8+eST6Nq1K8LDwx22b0RENRHzHuY9tRHznrIx77mFeQ+VhnmP49SkvMdZmPdUDeY9lYd5D1Hlk4T4d15xIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiG7ArLRERERERERERERERERERERERERERERERERER2YUd04iIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIyC7smEZERERERERERERERERERERERERERERERERERHZhxzQiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIrILO6YREREREREREREREREREREREREREREREREREZFd2DGNiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIjswo5pRERERERERERERERERERERERERERERERERERkF3ZMIyIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiu7BjGhERERERERERERERERERERERERERERERERER2YUd04iIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIyC7smEZERERERERERERERERERERERERERERERERERHZhxzQiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIrILO6YREREREREREREREREREREREREREREREREREZFdNFXdAKLqzMXFBSaTSX4sSRJ8fX2rsEVERERERORoWVlZEELIj9VqNQwGQxW2yD6NGjVCZmZmVTdDwc/PDxcvXqzqZhARlYqZDxERERFR7cfMx/GY+RBRdcfMh4iIiIio9qvJmU91zHsAZj5UceyYRmSFyWRSfHEJIZCRkVGFLSIiIiIiImez/Kd1TZCZmcnfKUREdmLmQ0RERER0+2HmQ0RU+zHzISIiIiK6/dSkzId5D9VWqqpuABERERERERERERERERERERERERERERERERER1SzsmEZERERERERERERERERERERERERERERERERERHbRVHUDiKozSZIghFA89vPzq7oGERERERGRw2VmZhY776/p/P0qdxyajExzpW6PiKiimPkQEREREdV+zHwqjpkPEdU0zHyIiIiIiGq/2pb5VHbeAzDzIcdjxzQiK3x9fZGRkSE/9vPzQ3p6ehW2iIiIiIiIHC0gIEBx3u/r61uFrak4fz8Vkk81rNRt1mkRx9CKiGoUZj5ERERERLUfM5+KY+ZDRDUNMx8iIiIiotqvNmU+VZH3AMx8yPEqv3slERERERERERERERERERERERERERERERERERHVaOyYRkREREREREREREREREREREREREREREREREREdtFUdQOIiIiIiIiIyLFMwlzVTSAiIiIiIiIiIgdj5kNEREREREREVLsw76HagDOmERERERERERERERERERERERERERERERERERGRXThjGhEREREREVEtY4ao6iYQEREREREREZGDMfMhIiIiIiIiIqpdmPdQbcAZ04iIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIyC7smEZERERERERERERERERERERERERERERERERERHbRVHUDiIiIiIiIiMixzDBXdROIiIiIiIiIiMjBmPkQEREREREREdUuzHuoNuCMaUREREREREREREREREREREREREREREREREREZBd2TCMiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIrtoqroBREREREREROQ4AoBJiErfJhEREREREREROQ8zHyIiIiIiIiKi2qUq8p6b2yVyJM6YRkREREREREREREREREREREREREREREREREREduGMaURERERERES1ioC50sc24lhKRERERERERETOxcyHiIiIiIiIiKh2qYq858Z2iRyJM6YREREREREREREREREREREREREREREREREREZFd2DGNiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIjsoqnqBhARERERERGRY5kgqroJRERERERERETkYMx8iIiIiIiIiIhqF+Y9VBtwxjQiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIrILO6aR3ZKTk7FmzRrMmTMHgwcPRlBQECRJgiRJeOSRR5yyzRUrVuDuu+9GaGgo3NzcEBkZiXHjxiE2NtYp2yMiIiIiIqrJzBCVeiOi2oGZDxERERERUfXGzIeIyoOZDxERERERUfVV2XkPMx9yBk1VN4BqnpCQkErbVkFBAUaOHIm//vpL8Xx8fDx++OEHrFixAnPmzMFrr71WaW0iIiIiIiIiIqqNmPkQEREREREREdU+zHyIiIiIiIiIyJk4YxpVSEREBO6++26n1f/YY4/JYVXfvn2xatUq7N27F19//TUaN24Ms9mMuXPn4osvvnBaG4iIiIiIiIiIbjfMfIiIiIiIiIiIah9mPkRERERERETkaJwxjew2Z84cdOrUCZ06dUJISAguXbqEhg0bOnw7mzdvxv/93/8BAIYPH47ff/8darUaANCpUyfcc8896NChA+Lj4zF79myMGjUK/v7+Dm8HERERERFRjSIAkxCVvk0iqvmY+RAREREREVVjzHyIqJyY+RAREREREVVTVZH3/LtdIkfijGlkt9dffx3Dhg1DSEiIU7fzv//9DwCg0WiwePFiOay6KSgoCPPmzQMAZGZm4quvvnJqe4iIiIiIiIiIajNmPkREREREREREtQ8zHyIiIiIiIiJyJnZMo2opJycHmzZtAgD0798fYWFhJZa7//774ePjAwD4/fffK619RERERERERERkP2Y+RERERERERES1DzMfIiIiIiIiotsXO6ZRtbRv3z7o9XoAQO/evUstp9Vq0bVrV3kdg8FQKe0jIiIiIiKqzsyVfCMishUzHyIiIiIiovJj5kNE1RUzHyIiIiIiovKp7LyHmQ85g6aqG0BUkpMnT8r3o6KirJaNiorC+vXrYTQace7cObRs2dLZzSOickhKzoJZCIQG+0Klkiptu6nZeTCYTAj184YkOXa78VmZAIC6Xt5wUasdWnd5mIXA5dx0BLl5wtvFraqbQ6UQQgdhSke+MQFZhYnQm/OgklQQ8IVaE4pg9+ZwU3tWdTOJiIiIiJyCmQ8REVUnQpgB0zUAOkAdBklys1hmBEQ+ILlDklyKrZuSloUjJ+Ohy9YhU5eLc8Yk+PmZUL+OO+oERqChfz2EeYVCLVV9bkhERERE5GzMfIiIqKYym01IS85FTnYuXNWJ0OWakZCqgdEtCddN6YjP0yPAwwsNA13hpvWFn6oh3NXuCPT3hL+vh8OvRyMiIiKqidgxjaqlK1euyPfDwsKslg0PD5fvJyQk2BVYWW6nJGYz+wQTVVRWTgHmL1mPrXvOAQDc3Vxw38B2mPTwndC6OO9r6Gp6Fj5auwPrDp8FAIQH+mJMj3Z4uEc7qFUVmzA0MScHL21aj23xlwAArmoNHm7dBrO794SrpvK/WoUQ+PXyIXx5dgfi8zKgkVToGtwQM1r2RWv/+pXentuJEGZAZAKmJMAUD5gSIczZgDkbRlMSCo3XYDKnQSVyoEEhXGCE+t88yuPfW1H6HCDdrEa2WYt0cwhM2l5o6DceQe6RlbhnRERUkwkAJohK3yYRkS2Y+RARUVUQQgCmCxAFfwCGEwDMgDkNMF4CUPhvKQkCrrhxdisA6OX1C0wa5Jsl6Mwq6IQKhUJCISR4hwGeEAiAGREA9EKCTkhI1UuIu+aOTKM7Ckxa6MxaqKX6iPLrhkbeLdDSpwU8NRyYiIiI7MPMh4iqM2Y+RERUHQlzDmA4CpgzYTbnIlOXCGE4DEPBBeSbdPDT6uCvLYTGqEWolwluKhPgCTQMUdZjEECeWQUDgEKzClkGN1y57oJDJ71x+nRzJCS1h6dnXdQJ8kaTBsHo0q4hvDxdq2SfiYioZqmKvOfmdokciR3TqFrKycmR73t5eVkt6+l565+3ubm5dm3HMuwiIse7mpSJ6XN+QnLarc90gc6AH//Yh7iEVLz13D1wdS0+2nBFnbqSjMc/+wU5BYXycwlpWZj3x1bEJWfglQf6lXu0mmPJ1zHh91+QVaiTnys0GbHs8EGcTUvF50NHwFOrrfA+2EoIgVcOrsZv8Yfl54zCjB3JF7AnJQ5Luo3BnSGNK609tYkQRsCcfuMiJXMqYLoCYYwHTAmAOQkwpUCYUyDBWOL6GlicaNnxdtNKgFZtgp+6ABG4BOASdBnf4XyqG7KkOxAZOBtB7i0qtnNERERERFWEmQ8REVUGIUyAPhaicDNgOA0YzwIiu6y1AOhKXOKmNsLNjonPCswSMs06FIhM5AsJeWYVkk2XYTDE4sB1b6xNCICvW2f0CL4bd/i1g0bFf9cRERERUc3GzIeIiKoLYUoGCndAFMYAhTG4OfiQBMD/ZiF35Tq+Gj2scZEAP/W/nZ/VZoS5/Pv95ZuBvo3iYTRvxO7rIfj27w5YvqoeXCQ1+nZrhsdGd0dE/QBH7RoRERFRtcX/dFG1pNPd+uevtowOHq6ut0aWKCgocFqbiMg+JpMZr3+0VtEpzVLswTjM+2w95swc6tDt5hfq8fx3axWd0iytjD2K+gE+eKxfJ7vr1hkNmPH3GkWnNEu7EuLx7Ia/8dnQEXbXXV4/Xtyn6JRmySDMmL7nJyzrMRFtAjhzWkmEORcwXQSMcRDGOMAUBxjjbsyAJjLLXL983Rvt56YSaKQqALAL+swROJXqB5XH42gW8ES5O1kSEREREVUFZj5EROQsQuiAwth/LzraDJiTq6wt7ioBd5VJ8ZxeAFeMGqRojKirzYZBXMbOxE34/UpzDKr7MO4M6g61ZEfvNyIiIiKiaoSZDxERVRVhSgaMpyD0e2HWbYXKdLbS26BRCfSom4Qej61FfIEHvtl7BzZu1mPzrDO49+62mDymB7w93Sq9XURERESVhR3TqFpyc7t1Eq7XWx+NorDwVucTd3d3KyWLS0hIsLq8VatWyMrKsqtOIrph1fojOHku0WqZ9dtO4Z7+bdAu2nGjms1fvRWXUzOtlln0907c1boJIoP9rZYr6qM9sbicZb3u9RfOY8ulOPRp0NCuusvjbNZ1zDv2j9UyBSYDXjqwCn/cNQUalcrpbaqOhBCA6SpgOn+rA5rx4o1OaOaUqm4exL9zItvav0wrAc1dMgHDAly7+iny3SaiSeB/IEm359+XiIhKZhJV3QIiopIx8yEiIkcSQg/o/oLQrQMKd6G0Gc+qA60ENHIxopGLEYUCOG9wgVZKQwRicTrtGLZfb41B9Sehvd8dHIiIiIhKxcyHiKorZj5ERFRZhDAChkM3BifSxQCmC/Ky6nDlTIR7Pub23olnu+/FLyda4IfVOvyz7SQG94nGQ8M7IrSOb1U3kYiIqhnmPVQbsGMaVUve3t7y/dzcXKtl8/Ly5PteXl52bScsLMzqctVt2omDqKKyc3X44sftiudCgrzx6KjuWLh0Mwp0Bvn5j5dvwZfvjYNKVfGLLRLSMvHbnuOK55qEBqJ/6yb4fOMeuQOQySzw6bpYzB8/xOa6L2Vm4OuD+xXPRQUFY2aXbnh+wzrkWoTrb26LQffwCGjVzh3heMmZbTAIs+K5Z1rehYPpCdiSdGv0n4u5qfjl8kE81LCjU9tTXQhzHmA4BhgOQxiOAIbDgDnNudsUQIGQkC8k6P+9GYSEQiEhx6yFTnjDJAVBrQ6Dh7YBvFwawkfbCIFukfDU+EAIM8zmDOTrzyNLdwSFhlNQG08iULoCL5Wx1O3W1egA4+e4evU7qL1fRV3fB5y6n0REREREFcXMh4iIKkqYswHdWgj9AUC/266Z0XRmCddMauSZVTACyDWrkCskGIUET5VZcfGSSUgwAjCaXWAWGgBqaASghYCrJOAGMzwkMzzVAl5qM7w0RriqbOsY5yoB0VoDmroYcM7gAgk5CNTEYtPVC1iXeCdGhT+MZt5N7XlZiIiIiIiqFDMfIiJyJiH0gPEsULgTIv8HwJxk87pmAeT9ex2PEUC+WYV0s0rOfgqFBA/pxkVlaSY1Co2uUJs1yDN4AMYA1HVpAKF3wZXUPOjV1xBZ9yqCPXOhkYzwVZsQqjZBXcJlb94uBjza7ijuaXEG0zYNwLLDeqyOOYrHR96JB4d3hEbN7ywiIiKqPdgxjaolyyDpypUr6Nix9M4UlqMhhYc7btYlIiq/f7aeRF6+chS0/04fjPatIlCoN+DDrzfLz5+5cB1b95xF327NK7zd/9t5RO58BgDuWhcsevQehAf5QWcwYtmWA/Kyvw+fwaN9O6JFWB2b6v7h2BGYLCrXqtRYOHAomgYGIqewEC9svDVzWVxmBn49dQIPt2pT4X0qTVxOGv65elLx3KNNumFy8x4wmE14aOvXOJl5a8a6j0/GYFhYa3i5uDqtTVXlxoxoF4DCrRCF2wD9fgCGMtezvX6gEIDOrEKekJBnViFfSNBZ3DKNWuSaPSGpguGliUSgWzOEurdCmEcU/LX+ZY5yLUlqqFRB8NEEwcejq2LfDIZzuJLxKdwMOxCqySlx/XqafKDgJcTnfY76Id9CrQ512P4TEVHNZC67CBFRlWDmQ0RE5SUMZyDyvwN0fwKiwKZ1Mk0qJJrUyDKrkGVWoUBIAErOabLNauSaXKEzuyDT6IFEnS8uZgYjI8cL+gIX5OR4wMPsiw4h9TEsKgrdmjWFi0Y5MJUQRsB0CTAchTAmICf9InLSTqJevcslblP7bwe1umoTDhS6ool7MgrMa7DswiE09rkHD0U8CE+Nhz0vExER1XLMfIioumLmQ0REjiYMRyF0mwB9LGA4CcD6jJyWDAJINqmRbFLjmlEDQ5E8KFfvDg91AzTya4062jB4aOrCw6U+fFwaQa2yfm1Vrq4Q++IuYeO1jcjS7kEDv2Tc6ZmMVm558FQVn/Im0LUQPwxegzXtwjF3a198tHob9h6+hLn/GQZ/X+Y+RETEvIdqB3ZMo2qpZcuW8v3Tp09bLXtzuUajQdOmHEGUqKoJIbB6wxHFc727NEX7VhEAgBF3t8Vv6w7j8tV0efmfG49VuGNafqEev+85oXhuVLfWCA/yAwBMuqszft19HDm6Qnn50i37MX9c2bOm6YwG/HJSWfe4Nu3QNDAQAHB/i2j8cOwIjly/NRrP90cP46Ho1mV2SCqvb87thGWU4aVxxZSoXgAAF5Uas1vdjYk7lsvL0/X5+O3yIUxo0hW1gTDnA/rdEIVbgcJtgPlq+ev6d2SkmyNk55pVyDOrUPjvjGc33jEShAByTG7IMbmhUHjDQxOOQLdmCPNoi3ZezRHqFgKV5NjRjCRJglbbDI1CFgIAsgqOICntNUSoTsG1hDArTHUJuuQ+MHm/BW+vkQ5tCxERERGRIzDzISIiewghgMIYiPylgH6PDeWBNLMKSSY1kowa5IrSsxqjUCHd4IkskzvyTG64bvBBSr43ktN8kJrsC32hFpIAmnoFYnLbtri/TTQ8tVqr25ckDaBpAmiaQALg6w34RgL6/PM4uWsJJLEbrVunFFsvQG1GX/cCHNNrcdko0NH7Eq7pvsVbJ45jatP/INzD+qwQRERERERVjZkPERE5ijCchMhZAOi327yOUQBZZhVSTWpcN6mRYVZB/NsZLdfkilS9F5Dnh8ahXdDSvx+a+nQod/u83FzRt0Vz9G3RHGYxBZuStuCryyvh7ZKBe/zPooVWhxCNSbGOWgJG1EvAnaN+xCuNumHrZoHJL36HJW+NQXCgdylbIiIiIqo52DGNqqVOnTpBq9VCr9dj69atePHFF0ssp9frsXv3bnkdFxeXymwmEZXg2JlriEtIUzx336B28n2NRo0JD3TFm4v+kp/bd+QSrqdmIyTIp9zbXXPwtKLTmSQBD93ZVn7s6+GGR/p2wMd/75Kf23zsPLILdPBxd7Na99pzZ5FVqFM8N7bNrbpVkoRZXbrj0dW/yc+dSk3BoaREtK9br9z7VJpcQyFWJxxVPPdQw47wdrm1H52DG6BPaDNsSTorP7fy0kGMb9zFaZ3lnE2YkgDduhud0fR7Ye+saHoB5JpVyLHogJb77yxoZouRkXRmDfJNrsg3a1Fo9oCbpi78XaNQz6M1ot0jUdc9FD4anyp5HX3d28I3bBVy9ck4njwTTVQH4Vakg5qbZIbIeRlpum0ICPzgxgVRRERERETVBDMfIiKyldAfgch5DzAcKLNsqkmFSwYXXDepi42AbRLSv4MNuSPHeGPQoWyTO/LNWpjMKuToXZGV746UZF8UZLoDkOBldsH4Vq0xvUd3+LhZHyXbFlqPJmjXfwFMJhN+/XQR6tVfhW53JirKaCTgDlc9QtUmHCp0RT3XTAS6bMNn565geNgz6BrYpcLtICIiIiJyFmY+RERUUUJ/BCL3I0C/06byWaZ/Byf6tyMaLDKhTKM7run8kX2qPrqFD8f9nfvCy8XL4W1WSSoMqNsPHQLvwHeXvseKNDdEeVxDM9c0dHXPR6BaOQdOkMaIRZ2344s6Sfjyjz544b3fsfjNh+DuZn0wJCIiIqLqjlcqU7Xk7e2Nu+66C3///Tc2btyIK1euICys+Iigv/32G7KzswEA9913X2U3k4hK8Nfm44rH9UP95NnSburdtSk++EqLvPwbU6wLAfy95QQeGdmt3Ntdf+Ss4nHvFo0QHuineG5U1zZYsn43jKYbP/oLjSasO3QGo7u3hTU/n1DuU4/wSDT081c81zOyASJ8fBGfnSU/98OxI07pmBaTdAZ6862RdVwkVYkzoU1s0lXRMe1CTgoOpSegfWBEsbLVmdDvg8j7GijcAlsnLTb/OxJShlmFdJMa6WYV8oUEyxBKb1Yj0+iBLJMHMo0eMCEQddyaIsKzEVp7RCDSIwJ13Oo4fBY0R/DS1kGbsBVI113CmeQn0NLlElwsrrmSJMDfuA7Z14/CJ/hXSOrAqmssERFVCRNqZkd0Iqr9mPkQEVFZhOEURN5ngO7vUsuYBZBkUiPFpEaaSY3sIjOjFZrVSNT742qhP9KMXhCQYDJLyNW7IqvQDYVGDfQmNXJy3GDK08Kcr4FkkBAs3DHjzm54uEs7qFSOP6dWq9UYNeM/SDj7IF577k1MfmYPwurlKsrU1ZjgryrAQb0WyQA6eJ1FzLW5uJz7KEZFjKyWWRUREVUeZj5EVF0x8yEiovISxniI3AVWs6CbcswS0k1qXDJqkGFWK+sRQKLeD2cLQmG6Wh//7fUs6rWt66xmKwRo/TGj6dPYn3EAy+K+x9G8HGxU52F8wFm0c8uFZcyklYCnGpyD5yg9Fv46AC/P/wNvPz8CHu7snEZEdLti3kO1Af97RVVi2bJlkCQJkiRh7ty5JZZ57rnnAABGoxHTpk2DyaSc3jg1NRWzZ88GAPj5+WHSpElObTMRlc1sFth14ILiueH9Wxe7iMPN1QX9e7RQPLcu5gSEUM78ZKvsAh0OXLiqeG5Ep5bFyvl7uaNvdCPFc6v2nbRad6auAPsTlXU/3LpNsXIqSSr2/NpzZ5Cn11utvzz+uXpK8bhbncYIdis+qk/noAaI8AxQPLcy7qDD2+MMQgiIwq0wpz0MkT4WKNyMsjql5ZslXDJosEfnir/yPbBV546jeldcMWmQZXJBit4H5wpCsC+nIQ7k9UQKHkFdn+cxMGweXmj5Nea1/QLPRb2A0eEj0SWwM0LdQ6v9hT4Bbg1wR8R6HJZm44qh+GiC3riGvOS7YDZcKGFtIiIiIiLHY+ZDRETlJYxXYM54GiJtRKkXIunMEk7rXbC+wB17C90QZ3SRO6XpzWpc1gViV3YT/JPRBkfyInBd74PreV44mRKCA4lhOJNWB4nZPkhN9UFGvD8MKZ5ApgsaG/0w/867sfM/T2Fstzuc0inNUnizepi77BP8uWIK/vqzQbHlbiqB7m6FaKUthASB5h5JuJ73Gb68+DmMZqNT20ZEREREVBJmPkRE5GhCGGHOWQSROrjULCg1zx2rU8KxJc8Da/M8sKnAA4f0ropOaUahwkVdMDZltsShy1G4x38yPh4+H/X8KqdT2k2SJKFTQEfMa/sWegTeiUyTJz5OuQMLUqKQaVJ2otNIwIR6l/HiQ39hW/4FzJy7Elk5BZXaXiIiIiJH4oxpZLcdO3bg/Pnz8uPU1FT5/vnz57Fs2TJF+UceeaRc2+nXrx8eeugh/N///R9Wr16NAQMGYNasWahXrx6OHTuGt99+G/Hx8QCAefPmwd/fv4waicjZzsZdR3pmvuK5Pl2blVh2SN9W+GP9EfnxlaRMxCWkoVFEkN3b3X7qEozmW52WtBo1ujePLLHsvZ2iseHorWPYsfgkXE7JQGRwyceQbZcvwWzRYc5No0HfBg1LLDuyRSssiN0pt0VvMmHr5UsY0rTk16A88gyF2H79nOK5gfVblFhWJUkY1aA9FpzYKD+3/tpJzDUNhZu6eCem6kAIARRugMj9FDCeslrWLIA0swrXTWokGzXItpgRLdvohlSjNzKN3tCqG6KuexQa+Eci0iMC4R7h8NR4VMLeVJ4uoY8jPrcX9qSMRye3dMVISx5SPgpTh0MbsBxq105V10giIiIiqvaY+RARUVUQogAi9wsg7ysAhSWWyTNLOG1wwVWjBmaLkUPNAkg2+CC+MBDX9b4wQwUhgOxCV6TmeyFD5w7zvx3XhBkw5WhhynEBzBJcC1QY0qgZpvXuikYhlT/bvFqjxrT3J2PPuk5486UFePqlI/D30SnKNHExIkBlxr5CV4S5ZiDN8AM+u5CHpxrPgkbFf/ERERERkW2Y+RARUXUjjFcgsp4DDCUPsJ2e546fkxsiw7UQUb5JyCxhJhmjUOFiQTDO60JgTnPHsOAhuHfQsCofhNpL44XJjR9D96CuWHLua5zUAS9d88Os4ONo7pYrl1NLwKjga9COW4P5S4bjmTd/wUevjYK3p1sVtp6IiIiofPhfK7LbV199heXLl5e4bOfOndi5c6fiufIGVgDwzTffIDs7G3/99RdiYmIQExOjWK5SqfDqq6/iiSeeKPc2iMhxdh+MUzwOq+uPsLolh8ktm4aiTpA3klNz5Od27r9Qro5pMceVs0F1bRoBD9eSpzfv3rwBAr09kJZzqwPdtlNxGF9Kx7TNly4q1w+LgJum5E5dgR4e6Fo/HDsSLsvPrb94zqEd07ZcPwe9+dbIchpJhX51o0otf29EW3x4YhPMuNG5rsBkQGxyHPrWdVybHEUY4yCy3wD0O0stYxDANaMGSSY1UkxqGCHduNjI5I5Ugxd0IhSBbu3QyCcaPbwaI8IzElpV9eyE52gRXk0R5LYRay+Px13uJ+GhutWh0lUywpg+HsLvU2jc76rCVhIRUWUxl28iWiK6zTHzISKiyiYMJyEypwOmhBKX6wVwVq/FRYsOaUahQrrBE0kGX1wr9EehcIHRLCEt3xPZhW7ILnSDSdy6AEkYJZjyNDDlugBGFbx0GjzStj0e790Jvh5Vf6FPl0Ht0PSOj/HyI+9h3Mw96N7uqmJ5gNqMvu4F2F/oCiAPeaaf8cWFQjzReDY7pxER3YaY+RBReTDzISKi6kIIAej+gMh+ExA5xZbnG9zwRXwzXNeY0CHoMkJUxU+A801anNfVwdVCf+hT3TDEfyBGDrwXakldrGxVivZtibfazMH7pz/EFV0C3k9uixnBx9HGPUsuo5aAewOTYXriL3z00VA8//ZvWPjaKLi63h7XOhER0Q3Me6g24H+sqFpzd3fH2rVr8eOPP2LZsmU4cuQIMjMzERISgp49e+Lpp59Gt27dqrqZRPSvXQeUnbi6tS95ZjHgxvTl3Ts0wqp/bs2atmv/BYy/v4td2zQYTdhx+pLiub6tGpdaXqNWoXeLRvht73H5ua0nL2J8r/bFyhrNZmy9VKTuho2stufuxk0UHdNi4uKgN5mgVTsm/NiWpJwtrVudRvDTupdaPsjNC3cEhuNAWrz83KbE09WqY5oQOojcz2DO+wIqGEssk2+WcN7ggstGDUyQYDCrkWTwhQGNUce9C6L8W6GZVxMEulb+6NbViYfGC8Ma/YJVcc+ir+s6+KlvzSSokcwwZU6FWfoKKreeVdhKIiIiIiJmPkREBJjz/w8i+w1IJeRBhQK4aHDBRYMLUo3uSDN4I9PkgUyjB3JMbsC/ndTyDS5IzfdESp6XojMa8G+HtByXGx3STBL8dS6Y0eNOPNS1LVxdqte/xwJC/PDpmrfx7IOfYM8d+zB14gG4am4NTqWVgK6uhdhbCCQBcDH/ji8vCExu/CI7pxERERFRtcLMh4iISiMMZyGyXwUMh4otM5lVWJXUAFdUJoSHXEQDqeQr9ON1ATiWFw5DlgY9zT3wyN1j4aKuvp24/LS+eCV6Nhad+xQns09hYUprTAs6gfYeGXIZlQQ8UCcRxun/4OMPBuHNj//GG88Mh0pVfJY4IiIioupKEkKwjyVRKQICApCRcetHgL+/P9LT06uwRUTVV2Z2PoY/thiW3yofvDoSnds1KHWd3Yfi8Nxbv8qPJQlY/fVU+Pt62Lzdw5euYfzHPymei3ntCQT5eJa6zqZj5zFr2Z/yY41ahe1vPAUvN1dFuX3XruDBX5R173h0Mup5+5Rad1JuDrp/84XiuWUjHkCvyAZl7UqZhBDo989HSCrIlp97pe1gjG3U2ep6y87FYt7x9fLjAK0Htg15FuoqnroeAMy6zSjM/C9ckVbi8hyzhHMGFyQYNSg0a5Blqodg955o6ns3mng3g7u69E55tzMhBNZdWYi20ucItbiICQBMQgV1wHKoXO3rBEpEVJvV9PP+ou338ZUQe6xupbahW+tEZGfdOhGsaa8hEd1+avqxn4ioJhNCh4L0p+Fm2FZsmVkAcUYNTuu1uGbwwbmCEKQYvHGzIxoAeXa0lHwv5Bu0xesoVMGYpYUoVEMySKijc8UrQ/pjUNtmUKuqPg+zRgiBN59ejvjsQ/jvKzsR6ZutWG4WwN5CVySZNCgwuSBf/RAmNfoPJIkXKhERlaSmn/cz8yEisl9NP/YTEdVGQpiB/GUQOQsAGIotv5LvhVVZdVDP+zpK64ulN6txNC8c8VcD0UYfjacGT4KPm7dzG+5ABrMBX178BnvS90KCwFNBJ9HZQ/n9ZBbADwmR+HTx3Xj0ri6YMr5XFbWWiKj6q8nn/dUh7wGY+ZDjcRhFIiJyiGOnryk6pbm5atAuOszqOndEh8PdzQUFuhuhgxDA7oMXMbhvK5u3eyjumuJxk9BAq53SAKBr0wi4qNUwmG502DGazIg9G48BbZoqyu29elXxuHlgkNVOaQAQ6uWNdiF1cfh6ovzc5rgLDumYdjkvXdEpDQC6BpU+K91Nd9WLUnRMS9fn41BaAjoGRVa4TeVlNiYhK+1p+IqjcC1heYFZwgm9FglGNdKMdeDnfhe6Bo1GpEcDXmhjA0mSMDh8FtZcdUcrw0JEuNwaeVwtmWFKfxRS4HeQtB2qsJVEREREREREdLspKDwEY8YT8ERWsWXpJhUOFboi2eiKw3kRSDb4ysuEUCG9wA0ZOndk6txhFsU7mAmjBGOWFuZ8DVSFEnySBf43egj6dYyqMXmSJEl49ZOJeGOqwPRpnnj6zf24u+EleblKAjpbzJxmMP6MrSlt0KdO/yprMxERERERERFRaYQxHiL7FUC/u8Tlf6VG4LIwIczneonLTUJCnC4Yp7PqwmtHfXwy6QX4BfqWWLY6c1G54KnGk+Hr4ov11zfgs9SWMAeeQlfPWwN5qyRgbPhlZE/egq+WA/VD/XDPgDZV2GoiIiIi21XvoSGJiKjGOHZG2Ykrulk9aF2s93921WrQqW0DxXMHjyfYtd2DF5Xbbd+wfpnreLpp0bGxsty2k3HFyh1IVNbdNSzcpjbd1aix4nHsFfv2qTR7Uy4pHge5eqGRd1CZ64V7+qO5T4jiua1J5xzSpvKIT1uIwpS+8BVHiy0zC+CcQYN1eZ44bWyHRgEfYVLzdRgdORsNPBvWmIuIqoth9Z/EYUxBgkH5WVRLRhjSH4UwOua9SURERERERERkjVkYkJA2B1L6QyV2Sjtv0GB1bgB25UZgc1ZLuVOa3uiOc2lB2H+tHi5kBCG9wLNYpzSzXgVDuiv0iR4Q2S5wuyYwPMkL+96Zhbs6tahxeZIkSZiz+BG0CA3H+891xc9nmyuW3+ycFqQywUejw8m0d3E1/2optRERERERERERVT5hzoQ5ay5E6qASO6VdzvPG+/GtkK7JRV2PzGLLjUKFy7pAbMpsiaNJYbg7cTgWvvBWjeyUdpNKUmFMxIMYWncIBCR8kdYCsXmBRcoAkxqdw8BR+zBv+QYcOXWlilpLREREZB92TCMiIoc4fkY5c1mr5vVsWq9DK2Vnr0MnbO8oYzYLHIwr0jGtUdkd0wCgVwvlTGP7Lii3axYCBxOV+9Shrm37dGd4hOLxufQ0JOfl2rSuNXtSLykedw62ffaw3qHK2eD2pBbviOdsaQXncSGhB8IMn8JVMhVbnmpSYUO+N06YhqJn+GpMaPId7gjoA5XE05WKGBH2NPaZx+KqUa14XgMd9OkTIcz5VdQyIiJyJhOkSr0REREREZUmU3cQCdf6oJ7+/6CVhGKZQQAx+d74PKUVtmZF4aKuDoxCjUKDB06nBuPw9SBk6Dwgivw7S5gAU54G+mQ3GK67w5ztAm2qhNC1yVjYtis+XPAkNGUMmlWdSZKEd5ZORqS3N5a81gE/ny/eOa2Lmw7ekhmh2nT8fvk56M36KmotERFVJmY+RERERFSdCSEgCv640SGt4EcARsVyswDWptbHRp07mgbGwculULHcKCScyKuHdemtcTgvEsaTvnil0Ww8NPKBGjf4UEkkScKosPtxd0h/uXPa7jx/RRlXCXim5VF4dEvB6x+tQXauropaS0RElaWy8x5mPuQMvNKbiIgqzGAw4fT5JMVztnZMaxet7JiWlJKNpOTioyaX5GJyGrILlAFF+4a2bbdTE+V2r6ZnIykjR358Pj0N2YXKujvUta3TW6s6IfDSahXPVXTWNCEE9qYoO5N1CWpg8/pdg5Ud8U5kJCJbXznBhUmYsOXqfKjTh6GhS3Kx5YUC2KtzxwHz/egbuRn3N3gfddzCKqVttwNJkvBAxMvYrLsLSUU6p7mYr8CQOQtCiFLWJiIiIiIiIiIqH5PQ41LKf+CS/jDC1Skoeu1QtkmFz9Ma4dvUtkg1egOQYDR54nRqHRxJDkR2oTtQ5J+jZoMEQ5or9Nc8YUx3A3I1cE2WEPxXCjr9Eo8fFj2NAQ/3rLR9dCYXFw0++r9pqGPQ4NO3O+OXi82UyyWgq5sOGgjUdTmNny+/W0UtJSIiIiIiIiIChDEOIuMRiKznAXN6seVpei3W5/rA4J6JQLe8YsvzTVpsy4rCeV0o9Flq3HGyAz4bsxBRjZoVK1uTSZKEhyMexB1+7QBI+CItGmd0XooyAWoz3hq4HnFeWZi/5B9e10NERETVHjumERFRhZ2NS4beoJwBK7qZbR3EGoYHwcfLTfHcoZO2TUN+8KJytrS6/t6o6+9j07pNQ4Pg66Hc7r6Lt7Z7oMhsaXW9vFHX29umujUqFbrUV3as2pUQb9O6pYnPy0BqoTKU6RzcwOb17wgMh1Z1q1OSGQJ7i8zA5gxX869iw8UR6K76Cj5qc7HlCQYNdhiHoE39GAwOfwduGl+nt+l2JEkSHmq4AGtzo5FtVl7QpdFvgcj7rIpaRkRERERERES1kc5wHdcSByDCtBbuquIXzpzXu+OVxA44kF8fNzqkeeBMajAOJgUgu9ANxTqk6VUwpLrBkOQBc54LVDoJrklAwI481P3wAAZ5BeCz2HfQoMggWDWdj58HFnz3JHySDVi4oDvWJ0YolnuqBNq6FkKSBDTG1YhNWVdFLSUiIiIiIiKi25UQeojcTyBShwP62GLL9WYJJwtdsduggU5lKqEGIFHvi21ZzZFjcge2azE76FnMemQqNBqNs5tfJVSSClMaP4FGng0hIGFhSmukG10UZTp65uLx0Vuw/sRZrN5wtIpaSkRERGQbdkwjIqIKO35G2UGsQVhAsc5mpVGpJLRtqezEdfiEbbOLHbmcqHjcvqFtM5rd3G7R8gcu3OqYtv+acp861LOto91N3cMjFY9jr1SsY9rxDGV7Al09EekZYPP6bmoXtA9UXriyp8gMbI5kFmasS/wNycnDcbfnWWiKjIitF8BBQxQCQjZgQPhH8HCxfV+ofFzVrrivwRKsyw2Bocj1YCL3Iwj93qppGBEROYVZSJV6IyIiIiK6KaNgLzKSB6K+KrHYMqMAVmfVxztJHZBjdoPZ7I5zaUE4mBSIrJJmSNOpoE92g+G6O8y5GrhkqOBxRYL3eYE6P52H/+rjmPTfkXjt1+fg6etZSXtYucIbBuPVD8bA60IBXv+sH45kBSmXa0wI1xjhojLjTPpbSNEVf92JiKj2YOZDRERERNWJMByHSB0OkbsIgL7Y8ni9C2J0bjhr1MCA4ueX2UY37MtpgL05jZB5zg2tN7fDl9MWovUdLSuh9VXLVe2KZ5vPQph7GAqEBp+ktoDZ4noeSQImhl9EuxEn8eHyzYhLSK26xhIRkVNVdt7DzIecgR3TiIiowk6cVV7s0Kq57R3EAOCOIiMZH7ZxxrRTV1MUj1tHhNq13Y6NlR3i9lt0TDuUpNynjnXt26duYcp9upKdjavZ2XbVYelYhnIGt1Z+9SBJ9p0cdg1uqHgc66SOafnGfHx9bg5am15BW7fcYsvTTVqkey5Ex/DV8Nba97pSxQS5BaNNyCLsKPCCsAyzIGDMmAFhzqi6xhERERERERFRjSaEwLWMD6DNmIAQdX6x5XF6d7yS2B6/ZzWCqxSCM6nB2J8YhAydB0qcIS3FDYZkd6gyNHBNUcHjqgTXdMDrTB4Cvz+IwCwd3v7rZYx5+X6oVLX7311dekdh3BN94HWoEC/8OgDZRUbQbqvVw1Myw0eThz/jZ0GI4rPUERERERERERE5ktD9DZE2BjAVv/4o06jBbp0rDhq0KBDFc5sUgxd2ZTdBTFYLXNMHwLTDE/PbvoLnXpwOrZu2MppfLXhpvPB882cQ4hqCOL0v/s5WDpzuqRJ4seMeeHe5gnlL1sNsZuZDRERE1VPt/k8dERFVinOXkhWPWzata9f67YrMmHY1KRMZWXlW1yk0GHHxepriuRb169i13Y6NlZ2iLqdmIiU7F7l6PS5lKjvotA21b5+aBwbBz005a9zBpGullC7b8cwiHdP87ZvBDSjeMe1CTgrSC62/zva6kn8F35x9AiM9f0FdjbHY8iTREP6hsajnM9ih2yXbtfRthyyXx3BSr7yASS3SYc58kRcuERHVChJMlXwreiExEREREd1eCk0ZOJ34AIJ1n8FdZVYsMwlgRUYk3kjqALOqOS6kRmDbFbeSZ0gzSDCkusKY4A51ogvcr6rglqKCJg9wzTDD/584eK05iiZR9fHpvvfQaWC7ytvJKjb2qb5o3bwejBs0mLOrp2KZRgI6uRZCBQE/9VlsSvqmilpJRETOxcyHiIiIiKoHUbAaInMmAJ3ieZOQcFznhu2FWiSZNMXWS9L7YFtWM+zKboYUgw+EWYLvgVB89dT7aBAdUUmtr178tL6YHfUsArQB+DWrES7pPRTLG7gY8dzQzbhgOo01m45VUSuJiMh5Kj/vYeZDzsCOaUREVCH5BXpcSVR24mraMNiuOhpFBsPNVRlGnDyXZHWd80mpMFmMAiNJQPN69m23eb1geBUZZefo5SScTlXOxKaWJDQPDLSrbkmS0K5IZ7ZDieXrmGYSZpzKLDIrXTk6pkX71YO7WtkZ6XC6bbPT2eJQ+mGsvTQJj/jtg69aeQGSWQCZruNRr+4/UKu9HbZNKp976j+FHQVtkWxSngpK+hig4McqahURERERERER1US5hgRcSLwHzaTjUBf5P6bOLGFhSgtsz28OFEZhbZyEtMLiddzskCbOe8D1ghYeiWposyWoTBLUOgGfY1nw//EgtGeTcPfE3li48y3UbRhSOTtYTahUKvx3wcPwKxDYt7IhVl5upljupzajpVYPALie+yXSCss/SBYRERERERERUWmEbh1E1ovFnk/Ua7FN54rzJvW/F7zfcl3vg5jMKOzJaYIMoxcAQJ+uQq/Td2HhU2/BzcOtWH23k0DXQPyn2Qy4qtzwSUo0Cs3K16+LRx7GjonB5ys3ljnYOxEREVFVYMc0IiKqkIvxqbCcYEmlktAoPMiuOjRqFaIahyqeO3kusZTSN5y6quw8FhHoB087p3JXq1RoFa7c7rH4JJxMUc4A19g/AG4aZYcuW3Soq+w8dqCcHdMu5KQi32RQPNfKz/6OaRqVCq39lbPEHU5PKFebitqRsh2nU2Zgov9FeKiUM27phAYG308R4P+qQ7ZFFadRaXBv5P+wKS8QhUUmSDNlvw1hOFc1DSMiIiIiIiKiGiW94CgSk0YgSnMdUpFOafEGN/w3sQOSTZ2w90ow9qYWoOgInMIMGDO0MF3ygPaCFq5paqgMN8qo9AKeCYUI+OUkPDadhIvZjBmfTsLz30yDq7trJe1h9RJYxwczXh0B77g8fPR9D5zP81Usb+JiRIjaCHdVIf5OeLaKWklEREREREREtZEw58Oc+QJE5gwARsWySwYN9ho0yDKrFc8bzCrsz2mA3TmNkW26NROYuKzBy/X+g0mPjIFUNFS6TUV4hOPJxk8gzeSG5elNFcu0EjAoKAWd7t+KT7/dUjUNJCIiIrKCHdOIiKhCzl9SduKKqBcAV1f7O3G1bKqcXaysjmmni3RMi6pfx+5tAkDrCGXHtOPxSThVZMa0lsHlq/uOUGXnsVOpKdAZDaWULt2JDGWHtrruPghy8ypfmwLCFI8PpVV8xrR/ElcjJ+tZjPRJgrZIVlQgvOAatAbuHgMqvB1yrLru9RDi8yz2FrgrnlfBCFPWcxDCVEUtIyIiRzBBVak3IiIiIrr9XM/bjty0h9HYJbfYst15AViQ0hvXc9rhz0tGFJiLr2/KV8NwxQOaOFe4XVdBbdEhzSPRiICYa/D69SDUKVnwq+OL9zfPxfApA2/7i5X6DGmDjh0bwv24Ac+v6Y9Cs/J8vJ1WDxcIeEinsSt5eRW1koiInIWZDxERERFVBWFKhkgfB+hWFVt2waDBYb0WosiARCkGb2zJaoGr+gDcHKxIn65B9Ol2+PyehWjdpmUltLxmae/fDn2CeyM2vw725gUqltVRm3Ffyws4mb4RB4/FV1ELiYjIGSo772HmQ87AdxUREVXIuUvKTlxNGgSXq56iHdNOnUuC2SxKKQ2cvqrsEBdVv3zbbVW0Y1rC9WIzppW3Y1rbkFCoLC6UMZrNOHr9ut31HM9UdkxrVWTWM7vaFBBepO6rMJjL1wFJCIHfEpZDk/86BnhmQl20U5pUD+51NkLt0qi8zSUnuyvkPpw29cV5g0bxvMp4CiKPFy4RERERERERUcmu5PwDZD6BME3xQZj+yAzDL5nDsC0+CIcySpglzQQYr7tCdcYD7vFqaPIlSJAgGQXck03wP5QD7zXHoTl5GZIQaNqhET7d9x5a3RlVSXtXvUmShJmv3QvvPDOSd/pj3tHOiuXuKoForR4AcDlrMXIN6VXRTCIiIiIiIiKqJYThLETaaMB4vNiyywYNjum1sMx/Ckwu2JfTALuymyDffGvW+8KL7niz0Yt4YcJ0uLu6VUbTa6SHIkYh2DUYy9ObIt2oVSxrqdVj6L378P6X/0BvMJZSAxEREVHlY8c0IiKqkHNxyk5cTRuWrxNXdDNlx7Tc/EIkXCv5ogmT2YyziY6aMS1Eud3CQpwuMmNai+DydXrz1GoRFRikeO5g4rVSSpfuTJayM1u0X91SSpatXZEZ03QmI85m2d9ZzizM+P7SEvgaFqK3Rw5URTql6dSt4FHnb6jUAeVuKzmfJEl4qMHriMmtjxyz8o9ozl0AYbxcRS0jIqKKMgupUm9EREREdPu4kLUO7tkzEaxWDnZkFsB36S2wJK4P/o43QV/CmFOmfDVwyhOu57Rwyfu3Q5pJwC3dDP9TOvjsugqX3Sch5eYDAPqN6YEPt72BOuFBxSu7jYXU88eU2UPhGZ+PP35rjW1p9RTLG7gYEaQywVWlx/qr/62iVhIRkTMw8yEiIiKiyiR0/8CU9iBgVl7vZBDAwUItDll0StOZNDiTH4rNmS1xzWKWNLNRgupQBL69/wM0adawkveg5nFXu2Na4ynQww1fpDWH5bjuagnoG5gG1yaHsOKP/VXXSCIicqjKznuY+ZAzsGMaERGVm8lkxsX/Z+++w+OorjaAv7O9SKvem+VecMHGYGOD6T1AQggQCBBqCi2UEEiAjwApJCQkhEBCh4QaejXVGPfeu6ze22p7m7nfH8KS70qyVVZaW3p/z7MPnjPtrJHs1fGceyqiJqYV9a+JKyMtERmpCVJs2+7abo+tam6DPySv+tLfiWkZjgRkJyd2bAsjENY06ZhJ6f27NgAcmSM/FLKxvq5P5wshsMclN/+Nd/SvCQ8AUsw2jEqQR72vb6nsc07/LXsSWdrTON7q6dKUFjSeCGv661AUa7/zpKGTZEzCkRn3YWXALsV1CENtuxNCaD2cSUREREREREQjzdbWL2B134oUvVwvCAkFf6+biz/vmI7KQNeONKEBWrUZxvVWGJ16KFAATcDSrCFpdwhJm1phXr0HSmkVoGlQFAXX/vEy/Oqlm2C2mrtcj4AzvjcLc2YWI7E8jN9+chy8qkHaP8MchB4CWmQFytwr45QlERERERERER2OhAgi0nofhPNG6OCV9nk1BV/7raiIGLGv+WynOwtfOKdghz8XEeg7jvXUWTFp1yl47vr7YDLJ07+oZ8UJo/CjokuxM5iMT93ys2fZBhWXnLES//3oa1TXOeOTIBEREVEUNqYREVG/Vdc7EQjKDWL9nZgGAJPHyZPAdu5t6Pa4knp5klqK3Yr0RHu3x/bG/lPTNKO8LychAalWW7+vPT0rW9re1tj9e+pJY8CDtnBAio13ZPVwdO9ET03b1Frd63OFEHi94hmkqc/gBJsH+qimtIj5HFhSn4SiGLq/AB2Sjk6fj72RE7E3LP9/04XXAf7X45QVERERERERER1K1jZ9BrPnZmQb5HqgT9Phxq0L8O/SYkQUfZfzNK8eyhY7TKVm6IQOiipgcmtwlEfg2OWBdXs9lC0lEG1uAIA9yYYHP7gLP7jjPCgKV+3siaIo+MX/fRepXhXetUn4y45Z0v4EncBEYxg6BVhefx8XHyIiIiIiIiKiXhGRCkQaL4Au+EqXfc2qDl/7rfCI9kePVaFgpbMYO0J5UkMaALhW2PArx3W4+8qLhyTv4WZBxvGY4piMd9uK4I5akOiYBA+OOX8V/vXfb+KUHREREZGMjWlERNRv5VVyg1iyw4rU5P43iI0bLTe17Snrvolrb32ztF2cldrvewLAEQWdzWOaSV7ReXxa/6elAcCUTLmJrNLVhrZAoIeju9odNS3NZjAhx5Y0oJympuRJ29uc3U+m687b1S/CFHoSJ9rdMEQ9F6Saz4Ix+c98YOgwdUHRr/ClJws+Tf7/p7p+B6H2bdIfERHFlwCgQhnSV9eZGEREREQ0nKxt/hp2360YbQxJcb+mwyXrzsASd16XmpBQAVFugWG9FQaXHoraPiEtsUKFY5cf9t1t0O+uhiirAsLtzW4FE3Lx2Irf4egzjxyy93Y4S8t04Oa7zoW9yo+33puGdW1yLXOsMYxknQqzUo9lDU/GKUsiIooV1nyIiIiIaLCJ8C5ozRdDr+3qsq8yosfSgAWhb6ek+VUjlrvGok5Nka+hAuYv0vHcJQ9i9gnThiTv4UhRFPyo6FKEhRlvOEdJ+xw6ge9N34ltjd9g+57eP/dFRESHnnjUe1jzocHAxjQiIuq38mq5QWxUftqArjdulNyYtrusAUJ0/fhT2iA3xI3OHFhj2qT8zvtqUYO+xqYO7NpjU1Jh0ssrAm1prO/1+dGNaWMTM6AbYOPX5GR5Mt1edxN8kVAPR3f6sPo1RPz/wMl2N8zRTWmmk2FI/jMUhR8tDlcZ5gxkO36C1QGrFNchAK3tN91+LxIRERERERHR8LfVuRaa62aMNwWleEQAP9lyAvaEU7qcI7w66NfZYaw0QQcdjB4NCdUabPUh2MvdMNV7IErKIZpbO845+qwj8diK36FgQl6X61HPTjhrGuZNK0JiuYZ7vjkeIa2zPqcowJGmEBQIVLlfgD/ceoArEREREREREdFIpgW+QqjhYiiiSYpHBLA+aMLaoBnat01pNcEkLGqbiOZIonRsuFWHWcuPxpN3/h7JGQNbeJuAHGs2Tss+BUu82agI2aR9k0whnHLBavzzxa/5TA8RERHFHZ8eJyKifquolhvECvMG1sQ1rlhuTPP6QqhtaOty3N76qMa0AU5Mm5DbuZKwZpT3jU0Z2LWNej0mpssrFW9t6H4SXHeiG9PGOTJ7OLL3JiZlQb9fc5sAsKPtwBOxPq/7EM2ev+JEmxsJOrmYoRmPhiHl71AUQw9n0+HizJzvYU1gGsrD8v9LJbQYCC6MU1ZEREREREREFC/VvipUNf0MMy0+Ka4J4I5d87DGKy+AJASgVJhgWG+HLrCvIU2FvSYCa7UXlmovFG8AWmkFEOhsdLv4V9/Fb9+9E/Yk+5C8r+FEURTc+Otz4WgOoXFpOp4olVciT9JrGGcMw6iE8GXt7+KUJREREREREREdytrqHwOc18Oo90hxl6bga78V5REjAAURTYeNngKs9oxGSMgPWfnW6nFN4HLcfOv10On4aHKsnJ1zJkw6C/7TOlaKmxTg5Ox6NCcuxfotlXHKjoiIiKgdP/0REVG/lUc1phUNsDEtIzUBSYnytKbdpXJjlhACpQ3yyr4DnZiWmmBDZlICBASiaiYYPcCJaQAwJUNuJuvTxDR37BvTLHojRifKzXLbnD2PdV/bsgZ7W/+Ak+xtSNNr0j5NPw76lCehKMYezqbDiVFnxJm5d2KxLwUBTR6Lp7oeghD+OGVGRER9pQrdkL6IiIiIaPhpCbViSdW1OMneiv3WOIIQwK9LjsanLaPkE4IKDJtt0JebYfKI9glpjRos9QHYKtwwesIQThe0PeVAKAwAMFmMuPvlW3D1734IvV4/dG9umMnMScZVV58IW00Iz305Ezu9ydL+CcYwEhQN3tBXaAv1XAckIqJDH2s+RERERBRrZbv+ikTxWJd4s6rDYr8V7m8/FzrDVix2TUBZMANAZ7HI32JCy33AA7PuwEnnHTdUaY8YicZEnJZ9CnYHk7Damy7tKzZEcN5Za/DcW4vjlB0REcXCUNd7WPOhwcCvKiIi6hchRJfGtIFOTFMUpcvUtOjGtPo2D7zBkBQb6MQ0AJiYmwFhwP51EwDA2JS0AV/7iMwsabu3E9M0IbDH1SjFYtGYBgBTkuXVrLf20JhW6inD0rq7cUJCM3INqrRP6DKhT30Gii4hJjnRoeGI5CkI6s/CppBJiuu0egjPU3HKioiIiIiIiIiGUn2gAa/v+SnOSyyBPqpe9kT1ZLzXOE6KKc0G6NfbYazTI6FGg61JwOiKwFrpgbk5AIQjUCuqIapqAa194aOMgjQ8uuRBnHjxvKF6W8PaeZfOQaHJBOt2A369YT5U0fk/Tq8AR5qDMCgRfFHzQByzJCIiIiIiIqJDydZNj6PQ8USXeHVEj2UBCyJQENZ02OrNxWLXBLhVecHxth02uH7kxm/vuAUTjx7X5ToUG2dmnw6b3orXnMUI71fz0SnA8UlOmCZ9iI3bquKYIREREY10bEwjIqJ+cbp88HiDUqwwd+ANYuNGyZO8dpfJjVl76+VmOKvJiOzkxAHfd0JuBrSooV+pFitSrNbuT+iD6Ilppc5WuIPBHo7uVO1zwq+GpVisGtMmRzWmdTcxrSXUgrcrfoEF9hqMNUakfUKxQ5fyLBR9dkzyoUPLhYU/w3JvHhpV+aOi8P4LIsJCFhHR4UCDbkhfRERERDR8NAdb8NKe2/Cj5PUwRTWlfdqSi8crZ3QGQgp026wwbrAgoVLA3qDB5AzDUuWBtdoDfVCFaHND210GuDwdp009bhIeX/1HjJs5ekje00hgNBpww21nw1YfxK6VuXixeqK0P02vocAQgRpZieZAeZyyJCKigWLNh4iIiIhiZdvmJzA+/e9d4ltCRqwOmqFCQVMoAV+3TcSeQDZE1OfD5vct8F3dgHufvhlHnjR1qNIekewGO07PPg3NqgWfuPKlfVkGFd+dvQWvLX41TtkREdFADXW9hzUfGgz8qiIion4pr5IbxExGPbIzHAO+7sEmppU2yPctzkyBokQ9IdMPE/K6NqaNSR14ox0ATEhLh0En/5W7q6XpoOeVuuVjkowWpJvtMckpemJaibsR/khnE5xf9eOFkttwrG0PjjDJE+oEDNAlPwHFOD4mudChJ8WUgokp12NtwAYhOuMKwhDuP8QvMSIiIiIiIiIaVJ6wB//afR+uSVkNq05I+zZ7k3D7zgUAvq3FtemhX2uDbbceCbUCRq8GS7UH1hovDP4I9EKDVlEDrbIGUNWO65xz/an442f3ICUzaQjf2chwzIIJmFmcjcQygb+tPwoVgQRp/2RjGCZFxeK6h+KUIRERERERERHFm9A8qNl1BSZm/BX6qPrP1pARe8ImAArKA6lY7h4Lr2aRjvHXm9Fwl4D251bc9dJNOPa82UOY/ch1evapsOtt+NBVgDZVfshtqjmEwpkfYPOuyjhlR0RERCMdG9OIiKhfyqvlBrGCnBTo9QP/a2Vs1MS0hmY33N5Ax3Z0Y9rorNg0j03MzYAwysWW3ISBT2IDALPBgNHJKVJsZ9PBG9PKPM3S9qiE9Jg04QHAhKRs7H8lVQjscbc3AWpCw3Ml92O6eS1mmYOIvqUu6Q9QzHNikgcduk7N/g62BiajNGKQdwQ/hQgui09SRERERERERDRoVKHiiZK/4LKkL+HQa9K+8qAFV245Heq3/6ykOPWwrLLAUQaY3QIGbxjWCjcMvggAQOfxILyjBMLl7riG3qDHTf+8Fjc/cR2MpqgVoigmFEXBDb88G9aGILDRit/tlh8Ms+oExhrDUCNr0BwoiVOWRERERERERBQvQm1Ea9n3kO1Y3mXfrpARu8MmqELBFm8eNniLpIkqakiHxv/a0XJ+Exw7DHhk0f048eJ5Q5n+iGbVW3FWzpkICj1edxZL+xJ1AnOzmvDOusfjlB0RERGNdGxMIyKifqmIakwrzItNg1hBTioMBvmvp9LKzgat8kantK84M0b3TUsGTHIHlg2xe0BmfHq6tL2zuT+NaWkxy8duMKHQLv/e7WyrBwC8VvFv5Os+xVxrAPqopjQl4VYo1nNjlgcdugw6A07Ivhkr/A4E5Z5NaO4/QAit+xOJiOiQoEIZ0hcRERERHf5er3gNZ1jfQr4xLMUbw0b8cNNZCGjttTKlWY/EL8yw1wN6vwpLjReWGi90qoDFpIdaVolwWTWgdtYOkjMc+NMX9+E7PzltSN/TSFQ8PhvnnDgFidUavt5ajGXObGn/WGMYZkXDN5yaRkR0WGLNh4iIiIj6SwuXoa3ifCTbyrrsKwkbsC1shCdixuK2CSgJZAH7fR4MOQ1o/FkY4cdqMWn2GDy++g+YdMy4oUueAACnZZ+KDHMGlnszURJMkPZNNIUwfuqX2LKHixERER1uhrrew5oPDQY2phERUb9U1AxOY5rRqEdBjjxdbG9FZxNXZbNT2leQlhyT++p0CqL70JRw98f2x4Q0eRLcjqbGg55T5pF/j0clxub3uCOnpCxpe5erHiuav0Yk8DzmWX0wR3/2tF4E2K+PaQ50aDsq9Sg0anOwPWSS4kpkBxD4IE5ZEREREREREVGsrWxejUL1r5hi9klxv6bgyi2nwRmxAgAMVQYkLzTD6ANMTX7YKtwweMNQANjUILwbtgMe+RpjjyzG46v/gKnHTRqqtzPiXXXDqXC4IrBtM+CPu46Ctt+iQ0YF305NW48m//b4JUlEREREREREQybo3QJP1ffgsMrPK4UEsDpgxuaQCU3hBHzjmgCXapOO8W0zouWHrdDvDuGye76PRxbdj/Tc2D7DRL1j0hlxWeElEFDwSusYaZ9RAWY5PHh/2yNxyo6IiIhGMjamERFRv9TUt0nb+VHNZAMxulCeLlZW2d6YFlZV1Dnd0r6CtKSY3NMVDCCiyGOhPK5gTK4NABPTuk5ME0L0cHS76IlpRfbYTUwDgPFRjWk7XSXY2Hgf5tlcSNFHTcMyHQ/FcR8UhSsljCSKouC8/Jux2pcClyb/v9fcj0CIUJwyIyKig1GFbkhfRERERHT4qvHXYlfDbzDXJtf7NAHctms+ygLJAADTbgMci0zQBzRYKz0wtQahCMDhsECprIZ7exmkDigAp115Av76zQPILJQXbaLBlZyWgKsuOw4JtRHs2pmNj5pGSftHG8MwKQJL6zk1jYjocMOaDxERERH1VSRUBX/dFUiweqS4V1OwyG9FtWpAQ8iBFa6xCAlDx341oqDpCR2cVzVjwvix+PemR3DF/RfBZDFF34KG0IyU6ZiRPB0lIQeWe+WaW7EhgmkTV2Dd9q1xyo6IiPpjqOs9rPnQYOBXFRER9ZmmCdQ2yA+q5GbFpkEMAIoL5CaufRPTalvdUKMebilIT47JPcvb5PcDAdQ3ubs/uB8mpMvvyRUMos7j6eFoIKCGUeeXcxqVENvGtAmOzsY0naJhouMjHGNtwihjRDpO6AugJP8VimKIvgSNAKMTiqE3nYWtwaipaVot4PtvnLIiIiIiIiIiolgIqkH8p+Q+fD+5TIoLAfy+fAa+bi0ENMC22oSElSaYWkOwVbihD6pQFCAr0YDW5ZsQaZPrXLZEK+76z02449mfw2IzD+E7on3Ou3QucmBEwg49Ht8zvfupaepWNPn5oBIRERERERHRcKWpTrSU/RAOu/wMlFPVYbHfCp/QoSyQhhXuMVCh79gfaDOh/hcqQi848Z2fnIa/Ln4A+eNyhjp96sEPCy+GQTHgf85ihLTOx8AVBZhm8+Pz3Y8edMF0IiIiolhiYxoREfVZc6sHobAqxfKyk2N2/eKoiWmlle2TwyqbnFLcYTUjyWaJyT0r2+RrKypQWt8asx/S8xIdSDDKjT07m5t6PL7C24roOxcmpMYkl30mdExMEzgtbxvmOyox1SRPwBIwQ5f8OBRdYkzvTYeX7+Zfh7X+LDSp8kdHzfM4hOaKU1ZERERERERENBBCCPx7z6O4NHkJzIpciXqpoRgv104BQoDjUwtsW/SwVnlhbvJDEUBeQSqSvG2oWb61vYttPxNmj8ET6x7GST88bijfDkUxmQy46eYzYKsNo3x3RrdT04wQWN7waFzyIyIiIiIiIqLBJUQIDSWXI91RJ8WbVB2WBCwIQsFWbx42egsh9nuUuG1XApoudUG3zofrHv4Rbnz8GugN+ujLUxxlWTJxds6ZaFHN+NidL+3LM6iYNmkNFq9dHafsiIiIaCRiYxoREfVZdZ1T2jabDEhLtsfs+sUF8mSw1jYfWtt8qGyWJ4jFaloaAJRHN6aFAW8whHpnz1PN+kJRFIxPk9/XzubGHo8vczdL21mWRNgNph6O7p88WzJsBhOmplbjtNTdmG0OQlHkY3TJD0MxTozpfenwk2ZOQ27CD7E5KK9wrggXhPffccqKiIh6IgBoUIb0xfX2iIiIiA4/H1R/iKNNryDHEJHi23wJ+OPeOVACCpIWWmEpVWGrcMPgj8BmN+OEE8ej9qs1aN5b1+WaP7j9XPz1mweQOyZ7qN4GHcC8kydjYnoyErbr8c+S7qemBcNr4Q5Vxy9JIiLqNdZ8iIiIiKi3hNBQV/IzZDp2SHGXpmBlwIKQ0GG9pxB7AlkA2h8W0lQFDR8kwXNFDTLNCXjkq//DhbefCyX6YSI6JJydcyYSDYlY6MqDV5MbB6daA1he+RjCUQvPExHRoSce9R7WfGgwsDGNiIj6rKZebhDLzUqKaREiLysZJqP8A3NpZRMqm51SrCAtKWb3rGyT35Pu2+dx9tQ3d3N0/0xIz5C2dzb1PDGt3CPfd1RCWg9H9p9OUTA1FbggZwOOtfphiv5faL8BiuXMmN+XDk9n512CLYFC1ETk703hfRFCjd33CRERERERERENvu3O3Wh2/xkzLT4p7lF1+Mm2U6EEdXAsNMO+KwBLnQ+KJjBz7hjMmZyOLx57H+FAWDovOTMJv/v417j24R/BaDIO5VuhA1AUBXfedS6sDWGU7ep+appZ0bCk/q/xSZCIiIiIiIiIBkVj+f8hK2GxFPNrCpYHLGiI2PGlcxIqgukd+wJtJtQ9nIjIg5U4+vQZeHL9n3DE/ElDnTb1gVlvxlk5Z8AvDPjYJU9NyzGoOGraJry36Is4ZUdEREQjDRvTiIioz2rqndJ2blZyTK+v1+tQlC83YpVWNKGyKWpiWlrs7lse1ZimRNq7tErqYtdwEz0xbU9Lz9cui2pMK0pIjVke+7SFWjE3dSGOt3mQqIta/8B8OpSEG2J+Tzp8WfVWTEy5GpuCFml1bQUBCO9T8UuMiIiIiIiIiPrEHfbhuT334VxHHfT7LVQkBHD7ruPQ7LXB8akFCdv9MLpCMJsNuPynJ8KzeQ8+e+7LLtebfOwEPLHuYcw+fcbQvQnqtbGTcnHM2NwDTk1zB79GQG3r+SJEREREREREdNhorXsK6ZZXpVhYACuCZjSEbVjmGguvZunY17gtBY23moB3q3DBL87BA+//CknpjqFOm/rh5MwTkaBPwBfuXHhUg7RvijmEXe7nODWNiIiIhgQb04iIqM+qu5mYFmvFBXITV3l1y6BOTKtok6+9b2JaSQwnpo1Jkd9TSWsLNNH9QNy9HnmaWqwnpmlCwxtlN+GkhAZkGaIKEIaJUJL+CEXhxwSSnZh1NnYHi1AZkYtZwvdfCLUxTlkREVFXClTohvQFxG56LhERERENHk0I3Lniz7g0YzOS9Zq075X6sfimMR+Oz8xI2OqHwR9BXlEabrjtNLx9/yvYvmJXl+ud9/Mz8Ocv70N6buwXVaLY+cVtZ8HWEEbZ7vRup6ZZlTC+qXssPskREVEfsOZDRERERAcWcC1EovZnKaYJYHXQjLqwBSvcYxAR7c98hAN6lH6cj+C9flj3NuG2Z36GnzxyBfR6fTxSp35on5p2OgLCgA9dBdK+LIOK2dO24+MlS+OUHRER9c7Q13tY86HBwCfOiYioz6InpuVlJ8f8HoV58sMsZVXNqGqWG+Ly02Nz35CqotbjlmLKvsa0GE5MG5sqvyd/JIJat7vLcUII7HY1yOc6MmOWBwC8U/EHHGlejzHGiBRvDlsgkv8JRWeL6f1oeDDpjDgi7VpsDZqjpqYFOTWNiIiIiIiI6DDwyNp3MD/jU0wxBaV4VdCKh/cehcSvzUjcHIDBH8GRc8bg5HnFeORHf4OzQa7Lma0m3PnijbjhsathNBmH8i1QP+QVpmP+5CIkbNPjn3undTs1rcn3ISJasOeLEBEREREREdEhTQvXQXPeDp1OXiR7Q8iE0pANS1zj4dPMAAB3gw273iuG8bkm2J0u/HXxb3HGj0+MR9o0QCdlnQi73o4vPTloU+U63RHWADbUvYCIqvVwNhEREVFssDGNiIj6rGYIJqYVRq2yXFbXgkBYbqKK1cS0arery+QyXbj9v6WNrRA9TDXrqyx7AhKMJilW0trS5bgafxu8kZAUGxfDxrRVTR8hWX0N003yPcKaght3HI/qAJvSqGcLMk5HSXg0KrpMTXsZQq2PU1ZERBRNFbohfRERERHRoW9R5RY04yWc6WiEbr+FMDUB/GLnAphWWuBY096Udtb3j4KlpQnP3f1faFEPrmQXZ+LRpQ/ilMuOH+J3QAPxi9vOgq1RRdnujG6nptl1fiytfzo+yRERUa+x5kNEREREPSnbcSMsUYsRbQ8ZsS2YgKX7NaU17U3G3k8KkfhhPQzVTbjnjdswftaYeKRMMWDVW3FmzukICX2XqWmZeg1zZq7H4tWb45QdERH1xlDXe1jzocHAryoiIuoTnz+E1jafFMvNSo75faIb0xrcXmnbqNcj05EQk3tVOJ1yQAUU0f50jtsfRIvHH5P7KIqCMVFT0/a0dJ3ItqtNnpbmMFqQZUmMSQ51/lJUt/4f5lr90gNIAHDf3jnY6MlAibsxJvei4cmgM2BG2vXYErRETU0LQXj/Hb/EiIiIiIiIiKhHzX4Pni19DD/K3IWkqFWzn6+diL2rs5C8KARzWMMlP56HtS99jiVvrepyndlnHonHV/8BY2cUD1XqFCMZ2Uk4acZo2Lfq8URp16lpowwRVHv+F7NFuoiIiIiIiIho6Gze+DhGZWyUYlURPdYGErDUNQ5+rX0hbU+TFbWLMpH2aQ1Me2rx61duwezTZ8QhY4qlU7JOgk1nw1fuHDijpqbNSPBhWcnz8UmMiIiIRgw2phERUZ/UNrR1ieVkxn5iWkFOMpT9V242yF1UOSmJ0EV3VvVThUt+T3pVvm5ZY9epZv01NjVN2u5uYtoel9yYNs6RCUUZ+HsNqn58UXkdTrC3wRx1uWerJ+HdxtHt92djGh3E/IyTURoeh/IuU9NehVDr4pQVEREREREREXVHEwK/+OZxfDdnIyYaQ9K+soAd/1w+E6nvh5EAHX5w8Wy8dvdLqCnpOhX9snu+jwff/xUcqbFZQImG3i23nomEJg17d2fgy9Z8ad8YYxg2XSs2trwbp+yIiIiIiIiIqD/2ln6O8el/l2JBASzzObCkbQIC3zalBdwmVCzMQ+qX9TCW1eI3r92K478/Nx4pU4xZ9VackXMaItDhvbZCaV+6XsPMGUuwdXdlnLIjIiKikYCNaURE1Cf1TS5pOy3FDrPJ0MPR/Wc2G5GV7ujYFnp5f05K7B6AqXbL7ylBL68cU9bQGrN7jUnpxcS0bhrTYuHt8htwgq2qy6rYuwIT8deKGZ05udiYRgemV/Q4Kv2n2BK0Rk1NC0N4n4xfYkRE1EGDbkhfRERERHTo+suqhRiXtQSn2lulhaAiArh14wIkvQWkm004+4xJ+O9dLyEcDEvnJ6Ym4MEP7sIV918EnY6f/Q5nyakJOHnWaCRs0+PpsiOkfVadQL4hgu2tz8YpOyIi6g3WfIiIiIhof83NpUjX3wSjXn4WaG3AikWucQiK9megAm4TSj4qhOOjehjKanDP67fiuO8dE4+UaZCcmnUyLIoF33iy0RKRn307MsmDT9e/GKfMiIjoYIa63sOaDw0GflUREVGf1De6pe39m8dirTC3s4lLi+p9y02J3X1rohrT0q12abusMXaNaWNT5ca0kpauE9N2ueQVqcfHoDHt85pHMd2wAjkGVYqruiKsV2+VPmiWcGIa9cLc9ONRFp6Asi5T016HUGvilBURERERERER7W9pRSk2Bt/AZaklsEUtVvSPimlofD0VeTobjp2Ri9cfeB1CyMdMmjMOT657GMecNXMo06ZBdPMtZ8HepGHjrjysdsl1x3HGMMxKBSo8a+OUHRERERERERH1VjDog7fpIiSYIlK8JGTE260T4NfMAABndSJ2fTwKjg/rod9bg7v+ezPmnX90PFKmQWQz2Dqmpn3oKpD2ZRlU5I3+uMuC9ERERESxwsY0IiLqk+gfUDPTYze5LFphXkrHrzWDIu3LSY7dfWvdcrNdgSNJ2o7pxLTUNGm7JeBHi9/XsR3WVJS6m6RjBjoxbYfzKySEnsEEk7zatQo7DKnPYFSiPMJ9r7sJWtRDSETRdIoOczJ/js1BK1RpaloEwvPv+CVGRERERERERACAZp8PD6x7ElfkbUKRUX5AabMnBa+8MxXZ5XpMLkjAB4992OX8s689BY8suh+ZhRlDlTINgaRkGxZML4Ztix5Pl8tT0xJ1Ajl6Fasa/han7IiIiIiIiIioN1RVw+YNlyM/ySnFG1U9nmqehKZI+3NV1VszULqoAEmf1EG/qxo3/uNqLLhwbhwypqFwWvYpMMOMJd5seFS9tG9udjM+WP5qnDIjIiKi4Y6NaURE1Cf1TdET0wazMa3niWk5MZyYVu2Sm+3GpMtTzUobuk41668CRxJMOvkH/5LWzuuXeZoRFpq0fyCNac5QNcqb78Asc1CKa0KBIeUJKIZCjHHIDxf51TBqfW39vieNHLNT56IyPLHr1DT//yDU5jhlRUREAKAKZUhfRERERHRoUTUN13z8b5w+dgPm2+Q6j1/T4fbFJyD7S2DqqCR89fxXXc6//P9+gJufvA5Gk3GoUqYhdNutZyGhSWDxjiLs9CZL+8YZw4C2Gc5gRXySIyKiA2LNh4iIiIgAYOHnD2Fm0SYp5tUUPN44CfXh9gW5y9bnoGFjJlK+roVxWxVuevwafOenp8cjXRoidoMdp+eeipDQY6E7X9qXZ1BhTn0dgWC4h7OJiChehrrew5oPDQY2phERUZ9ET0zLSo9dg1i0wtz2BjGBro1puamxuW9YVVHv9UixKdlZ0nZVSxvCETUm9zPodChMiprI5nR2/Hpra420L9vqQJLJ2q97qVoIiyqvwHyrG/qoz5H6pP+DYp4DAMgwJ8BhtEj7S9yN/bonjSw6RYfZGT/BtqAFmjQ1LQThezF+iRERERERERGNcL9b8hmy89bgkuQKmKLqQg/snA3dixbMGJ2CpS9/Le3T6RTc8uR1+NG9F0JR+A+Tw1Vysh3zphTCttWIZ6smS/tS9Roy9CqW1D8an+SIiIiIiIiI6IBWrVuEE6f8V4pFBPCaMw/loRQAQOmWHLTsSEXKikaYNpXjp3+5kk1pI8Tp2afCKEz40p2DgCY/In5SUTU+XvZRnDIjIiKi4YyNaURE1Cf1jVGNaRmD15hWkNteLIEOgE5+ECYnOTaT2uq9Hoio2KyCXGlb1QQqm2M3QWxUcoq0Xb5fY9qGlipp39SUvH7f5+PKn+M4SxWsOvkdqpaLoNgu6dhWFAWjEtKkY0o9nHZFvXNM2jyUh8eiMnpqmu8lCM3Tw1lERDSYBAAVuiF9RX+eIiIiIqL4WVJejpXej/CT7M3INMiLLS1qzcayf4/GzMwUrHjtG2mfTq/D3S/fgrOvO3Uo06U4uePWs2BvEPho91jUBG3SvnHGMHyhbxBSWdshIjqUsOZDRERERC63E3n2W2E2aFJ8qd+BJZ5RAICy7Vlo2ZKClPVOmNaW4qxrTsZ3bz4rDtlSPCQYEnB67inwCSM+cslT07INKgK6f0PT+EmfiOhQEY96D2s+NBjYmEZERL0WUTU0tcgPI2Slx6ZBrDsZqYkwGvTQ9HJcUYDsGDWmVbvkRjub0Yj85CSkJcoPY5Q3tsbkfgAwKjlZ2i5zdl47ujFtRqpcIOit5XX/wHT9EqTo5UJUUD8dhqR7uxxfnJAu58TGNOolnaLDjLRrsT1kkuKK8AD+NwZ07ZCm4sOqLfjdpk9wz7r38HrpWoTUyICuSURERERERDScNft8uGvpC7hi9HpMtfilfc6IEfe/Nx9zQslY87+l0r59TWkLfnDsUKZLcZSWloijx+XBsM2M56snSfuyDSpSdSGsbnwqTtkRERERERERUXfKdl+BnCT52a3SsBGvtkyCgIKyXVlo3pSOpJ0+mFftxdR543HDP66Goig9XJGGozOyT4NBGPGpOx/eqAfv5o/ei6UbV8YpMyIiIhqu2JhGRES91tzqgRq1YkpW+uBNTNPpFORkJkGTBzEhI9EOo0Hf/Ul9VON2S9t5iQ4oioLCtGQpHsuJaUVRE9P2NaZ5w0HsdjVI+/rTmFbm/gbJoSeQF7UidgBpsKQ9BUUxdjlnVGKqfA02plEfHJt+IvYER6M2In9fat6nIUSoX9cs97Tg/C+ewO2r38RLJSvxv/L1uG/DBzjz839gRWNpLNImIiIiIiIiGlaEEPjFwncwf/wmnOOok/apArh5wwJM25aF9W8vk/bpDXr85tVfYMGFc4cyXToE3H7zmbCXA//bOwGtYbO0b6wxjBrPW9BEOE7ZEREREREREdH+tu18AEfkbpdiLlXBM00T4I2YsX1LPprXpyOhPAD7inJk5yThvv/dDqOp63NCNLwlGhNxavbJCAo9PmyTnz3LNagoaf5HnDIjIiKi4YqNaURE1GsNTXITl8lkQLLDOqj3zMtOgmaQV+3JSYldM1yNR56YlpvYPomtID1Jilc2O2N2z+iJaeVtTgghsNlZA22/AbkGRYfJyTl9urY7VI2G5pswwSQ/MBIWRljTX4KiS+72vOiJaaXupj7dl0Y2g86Ayak/xo7oqWlaIxD4oM/X29pag4u/fhql3TRI1vja8JNlL2Obs7bf+RIRjQSa0A3pi4iIiIji7+0d29BsXoGfZW+HOWoR7MerpiC4cDR2vLREiusNevz61V/guAvmDGGmdKjIzU3BEbnpiOyy4eW68dK+fEMENp0Lu9vej1N2RETUHdZ8iIiIiEam5tZFGON4SYpFBPCKswDV4RTs3J0L3/Yk2OpCSFxRA0s4iAfe+xWSBnHBcTq0nZV7OnSaHl95chHUOouFigLMHbsBu8r3xjE7IiLa31DXe1jzocHAryoiIuq1+qjGtKz0xEEf9Z6XndxlYlpOSmLMrl/tim5May/I5A/ixLRRURPTvOEwmnw+bGiplOKTkrNh0fd+1SJVC2JdzaWYafZKcU0AxpQnoRjG9nhucUKatF0fcMMb6d+kKxqZjs88A1sDBWhS5Y+XmucpCCF6OKsrbziIm1a9DmfI3+MxQS2Cm1e+jrYDHENEREREREQ0ktS63fjT2rdwy/hVyDPICxZt8CTj7Xdnwv3sBimu0yntTWnfO2YIM6VDza03nI6E7cDLFRMR1DrrOjoFGG2IYGvLM32q7RARERERERFRbEXCTdB7fg5j1CNaX3pSscJbiPK6NHh2JsPcHEHymiYodY24++VbMGpKQXwSpkOCw+jA/PRjERAGLPZmSfuKzSEs3fVYnDIjIiKi4YiNaURE1Gv1TXITV2Za7BrEepKblQzRpTEthhPT3HKz3b7GtII0eWJaVZMzZvfMSUiESa+XYqXOVqxrlhvTZqTKo9QPRAiB5dXXYY65BrqoQlTIfjd0luMOeH5hQiqiWwzLu5lWRdQTk86I0Uk/xO6Q3EypqCVAaFmvr/PnrZ+jxic3gtoMJjiMFilW5XPiD5sX9j9hIqJhToVuSF9EREREFD9CCNzyybs4Z/IanGBvkfZ5VR1uW3QiHE+XI+IPSvuu+9PlbEojTJyQizFJSWjbm4j3G4ulfaOMYehENRr8q+KUHRERRWPNh4iIiGhkEUJFQ+V34TDKCxFtD1rxautk1DsdqN6SCUujitT1bRDlNbjm9z/EnHNmxSljOpScmXcaAOATVyG0/dYdMijA1OKv0NzWGqfMiIhof0Nd72HNhwYDv6qIiKjX6hvlxrSsjMEf956XnQxNL7dMZSUlxOz6NW75PeUltjfbFaQnS/HqVhdUTYvJPXWKgqIk+fo7WxqxsrFUik1P7f3KRZsa/4Lp+hVdVkdqNZwHm+PKg55v0RuRY5Ob8UrZmEZ9dFLW+dgYyIRLk78QhffZXp2/tqkCr5aukWJHphZg8Rm34puzbu/SrPlexSaU8euUiIiIiIiIRrj/bNqIoH0lrs/ahagyGu7bPRvWp4MINMiLwJx1zcn43i1nD2GWdCi78ZqTkbhRjxerJ0pxswIUGCJY3/REnDIjIiIiIiIiGtnqqn6KbFu9FGtS9fh7w3S0eG3YvTUP1joFaevdUCobcOrFx+LC28+NU7Z0qMm15mKSbTJaVDPW+1OkfZNsfny27l9xyoyIiIiGGzamERFRrzU0y9PFsoZgYlpedjK0qIlpyVZL9wf3UUTTUOmSG9N6mpgWUTXUOeX3PxDRjWlLG/YgpKkd20ZFh+Myx/bqWpWuL5Abfgp2nZDiDWISUtP+2OucihPSpW02/FBf2Qw2pFrPxt6wPDUNoW8gIiUHPf+fO7+Wtq16I/4w63zYjWaYdHo8evSFsOk7r61B4KmdS2KSOxEREREREdHhqMzZikfXf4BfT1qGVL0q7fu8NRvr/lOI8KpqKX7sebNx0z+vhaJEdbHRiDVnzljkwYqS8gwsdWZL+8YYw/CGNsAbrolTdkREREREREQjk7vtP8gyLpJiAU3B442T0BSwY9v2QpjrdUhf64K+oQ0Tx2filievY82HJN8pOBMA8IGrSIpbdQJZGW8jFIrEIy0iIiIaZtiYRkREvdbY4pG2M4agMS0rLRFCHxWMiG6P7asyZyuCqvzD9ZiUVABAit0Ku9kk7atskleWHohRycnS9lZP1ANCmWPgMB28Ac8Z2A64bkKaXp7m1qSmIDPrFShK7/+qH5WQKm2XudmYRn13as6V2OhPRijq21R4XzjgeVudtVjWsFeK3TTpRBTu93WZZXXgktGzpWPerdyIKm/rwJImIhqGVKEM6YuIiIiIhp6qabj54/dx2fQVmGmRF1Rqihjxf58dB8Pzu6X4EfMn4u6Xb4beEF1wo5Humkvnw7bBgOdrJklxh04gy6Bie+t/45QZERHtjzUfIiIiopEhHC6DwfugFNME8KozH1vcWdiyvRC6Fj2yl7phbPYjRYRw/9t3wGQx9XBFGqkmOyYhU5eFslAi9gbt0r4ZKW34fO27ccqMiIj2Gep6D2s+NBjYmEZERL3WFN2Ylpow6Pf0RSJA1Eo+YV84Jtfe1tggbWfZE5BmswEAFEXpMjWtstkZk/sCwKjk/caj6wSaVLnp7Yz8KQe9hj9cB2fTxcgzyL8fbs2EpMy3oNPZ+pQTJ6ZRLKSZUwHjfJRGTU0T/rcgNGeP5z29a2nUdey4ePRRXY778bhjYdF3jlFUhcD/ytcPLGkiIiIiIiKiw9BT69YgbFmPKzP3SOUzVQC3b5kP85+qoGidK8eMmlKA3757J8xWcxyypUPdWWfOQGarEUsr8rHH55D2jTFEUOF+D5qITV2WiIiIiIiIiHqmaX601V8Es05epHqRLxnvNU3Apu1FiLhMyPraA2NLEMaGRjz47i+RkpUcn4TpkKYoCs4tOgsA8IGrUNqXpNcQFk9BiNgsEk9EREQjFxvTiIioVyKqhtY2nxRLH4LGtIY2uRkOQsDjCsbk2tubGqXtSRkZ0nZBenRjWuwmphXtm5imCBjT/cB+Dw8ZdXqclD3hgOeHVQ/q6s9FocEvxUNCgZr0NMzGvL7nFDUxrdLb0udrEAHAiVnXY0vQjv2efYOCEOB7rdvj6/wufFq9TYr9aMwxsOiNXY5NM9vx/aKZUuyDys0skhEREREREdGIsqelGX9f8yXumb4YSXr5IaXXG0dh10s2GKo7a3mOtET89r07kZgy+PU8Onxdet5smHeZ8FKtPDUty6AiUXGhyvNVnDIjIiIiIiIiGhmECMPd8F2kGlqleHnYhKdrp2HbrnyoPiPS1gRgqw1Cq6jG7U9cg7EziuOUMR0O5qQdA4tmwwZ/Gpoi8lS9uYVlWLdjS5wyIyIiouGCjWlERNQrrU4vNE1u/BiSxjSX3JimqEBdfWwaxLY3yo1pk9Mzpe38tGRpuyrmE9MEDKkB6Mzyw0Mn50yEw2Tp8VxNC6G67hwUGeR8IgKoNd+PVPucfuVUYJcb09rCAbSF/D0cTdSzUQnFaBEzUK3qpbjqfR6im5W1P6jcDA2df77YDCZcXNx1Wto+5xfNkLarfU6sb6kcWNJERMOMBt2QvoiIiIho6AghcPvCT3DpkStxlNUt7asLm/Cn5Uch4Y3qjphOr8NvXvsFcoqzhjpVOsz88JJjkbpbj/eqR6M1LD+kNMYYxuaWF+KUGRER7cOaDxEREdHw5nXejUTslWJ+TcGjdVOxaWcxIl4zHDvDSN7qg6iqw5kXH4sTLpoXp2zpcGHUGXF2/ukQUPB+W4G0L92gobz+sThlRkREwNDXe1jzocHAryoiIuqVxha5Qcxg0CEp0Tro962PmpimU4HqemdMrr2tqUHanpQuT0zLT4uamNYUu4lp2fYEmFLC0NtUOW514FdTT+vxPCEEqhouRKG+RoqrAtikXIPi1Iv7nVOOLQm6/Ue3Aaj0tvZwNNGBzcm4DjuCcoOlTjQDgYVdjn2/cpO0fUbeZCSZev7zZXJSNsYkpkddY/MAsiUiIiIiIiI6fLy6ZTOc2IRr83dAv18pRxPAHTvmw/GPGiiRzgVgfvGv63HkSVPjkCkdbnQ6Hc497ghEyq14tX68tK/AEIGIbIUnzMWBiIiIiIiIiAaDFlwFa+BdKRYWwJNN47Bo1wQEvBZY6jVkLfMAdY0oKkzGTx+9Mj7J0mHnlOyToIsYsNSbDXfUQtOT81fC6wvGKTMiIiIaDtiYRkREvdIU1ZiWnpIAnU7p4ejYaYhqTFMiQHWdc8DXbfR60eTzSbFJGXJjWkF0Y1pzG4SQp8b113N7lkNJCEkxi86Ifx17KbKsjh7Pq2u8CvnYLsU0ASwOno5ZWXcMKCeTTo8cm/yeK7wtA7omjVzTkmdhT3gcmlX546bqfVr6PtrRVoddLrlJ9LyC6Qe8tqIoOKdAfqDu46qtCGtqD2cQEY0sAgpUoRvSl8Dgfy4kIiIiIqDF78MDiz/HvbO/Qrpe/jn4g+YC7HrDCvNWb0fs0l9fgDOuOmmo06TD2E+vOwlJ6/V4pXo8QlpnXUevAKOMYWxt+U8csyMiGtlY8yEiIiIavoTmgb/lp1CiFiF62ZmP1/ZMh7s5EXofkPuZC6LVhWSjwEMf3AWr3dLzRYn2YzPYcGL6AqjQ4WtvlrRvtN2Pr9e/FafMiIhGtnjUe1jzocHAxjQiIuqVptaoxrTUhCG5b3Rjmk4VqG90IRIZWAPK9qZGadtqMKAoKVmKFaTJ295gCK1e/4DuCwAfVG7GI1s/l2JCACcmHYHxjswez2tqvgNZ2tIu533snYHjCv8CRRn4B8UCe4q0zYlp1F+KouCI1B9jd8gkxXWRbUB4fcf2+xXytLQcaxKOSi866PXPyZcb09rCfmxqqR5AxkRERERERESHvrs/+xRnTlmNeXanFG+NGPDQsqOR9GLnz8an/Oh4XPHbi4Y4QzrcWSwmLBg7Cs21DnzUJNdoRhkiqPK8D02E45QdERERERER0fDkbb0DVsUtxdYHbXi2dCaaqlOgRIDsLz3Qu4IwNDfjgXfvRGZhRg9XI+reOaPOhBDAZ658aPutzW5QAKPhhfglRkRERIc9NqYREVGvNDYfGo1pigqomkB9k7uHM3rnze1bpe2J6RnQ6+S/FrOTE2GIilU1tw3ovmuaynH3une7xCPNZgR9PTeWOZ1/RGq463kfe8ZgQdHTMOmMA8prn8KoxjROTKOBmJd+KjYGcuHT5K9tzfssAEAIgU9r5AmA3ymYCl0vmizz7SmYmCSv4LSkYc8AMyYiIiIiIiI6dK2qqsSqxvW4ZexGGKN+dP717rmwPlINJdT+RMmME6fg1qd+EpOFjGjkueWG02DdZMB/aydIcZtOIFvvRqXnizhlRkRERERERDT8hH0fwRaWf9ZuUnX4R+V01JRnApqCtNUB2KoD0MqrcedzP8eE2WPjlC0dzlJNKSgWY+HSzNgTskv7ZuSVo7SyJk6ZERER0eGOjWlERNQrzdET01KGpjGtPnpiWqT9vzX1zn5fc2NdLd7ftUOKHVtQ2OU4g16H3FSHFKscQGNaqbsJN6x4DWFNnvYWcZqg+Y0oc3Y/nczjfhqJ/me6xD/35GBW/nNwGB3dnNU/BfZUabvK64zZtWnkMegMyEu8EHvDUY2Twc8g1HrsdTehyueUdp2ZP6XX15+XOUbaXlJf0t9UiYiGHQ3KkL6IiIiIaHCFVBW3fPIhHpr3GfIMEWnfN22ZWPuiHebdfgBA0eR83PfmHTCaYrOQEY08WZlJmK5Lw9b6TGzzygtZFRsi2NzyUpwyIyIi1nyIiIiIhhehNiLs/KUUCwvg7dYcLN01ESKsR8KeCJK3+KBV1eLyu8/Hgh8cG6dsaTg4f/xZAIDP3XlSPM2gYv3uf8QjJSKiEW+o6z2s+dBgYGMaERH1SmOL3CCWkRafiWk6tX3V5+o6Z7+uJ4TAQ0u+lmKJJjOumjGr2+ML0pKk7crm/t23JejF9ctfRlvYL8UjbiNUd/tDQuVtTgghpP0B75uweB5G9OLWS7ypKMp6CjnW7H7l05PoiWmVnJhGA3RC1g+wNpCCyH5f2goEhO91LKrbJR2bY3VggiMLvTU/S14BbKuzBq1B34DyJSIiIiIiIjoUPblmFY4qXI6Tk5qkuFfT4e5lc+B4pQ4AkJhixwPv/QoJyfbuLkPUa9ddeQJMe4x4pW68FM/Sq9BFtsAXqYtTZkRERERERETDgxAanI3XwqILSfE1ARue3DIfmtcIU7NA9hI30NCEE86egcvu+X6csqXhYnrKVJiCNqz1ZcKryY+QF2V9jkhE7eFMIiIiop6xMY2IiHqlqWXoJ6YFwhG4/EEppnz7s29/G9MWluzBmppqKXbD0ccgxWrt9vj8tGRpu7Kp7xPTAmoYP1/xKiq98kS0uemjoTpNwLerD/jCYTT6vB37w/7PYXDdDV1UU9oafyJMSY9iQqL8UEgsRE9Mq/O7EFIjPRxNdHAOYyIUw8moihikuOp7Cd/UyZMLj88eByW6C/MAZqYWwKrvXP1dAFjWwKlpREQAoArdkL6IiIiIaPA0eD14bsOXuGfyKhiifmy+r+RoKI83QxcSUBQFv/rPzcgZ3ftFX4h6MmfWaOSWmvFRTTE8amddR1GAYmMEm5o5NY2IKB5Y8yEiIiIaPoKuh5GEbVKsJqLHI7uPQVtjEnR+BTlfeoAWFyaOzcDtz/y0T89UEHVHp+hwcvYJ0KBgjU9+TmxyqhPLNi6LU2ZERCPXUNd7WPOhwcCvKiIi6pUuE9NSB78xrd7p7hLTfdsjVV3f9waxkKrij0sXS7ECRxIun3Zkj+cUpMsT06r6ODFNEwJ3rX0HG1qqpPjk5Bz8bc4PYN6vqQYAypzt19eCKwDnDdAp8gS1rUErGkz3YE76nD7l0VvRE9MEgCqfc1DuRSPHgqwrsSUgr9SuF06kQC5mnZDdt2ZLk96Ao9NHSbElbEwjIiIiIiKiYeYPixfjLyd8iDSDvFrx4rYMfPVhBqzr2ut2l93zfRx9Zs91LqK+UBQFF515FIJVVrzbMFraV2SIoNrzPoTQ4pQdERERERER0eFNBBbC5H9WigU0BS82FGPDrrFAREH6Gj9MdR7k2hQ8+N6dMFvNccqWhpvTik6CEMAnrkIpblYAt+8fccqKiIiIDmdsTCMiooMKBMPweOXJZelD0JhW1ihPGFNUgX19WjX1zj5f75UtG1HeJp/3y2OPg9lg6P4EAAXRE9Oa+9YQ99etX+CTanl1oxyrA0/MvQSJRjMKk+TGt0pXG7TQRkRaroJekR/s2BMyYa36M5yde16fcugLu9GMVJNNilV4WwbtfjQyFCeMQqU6Hc2q/NHzh9nbO35t0RswJ6O4z9eenzVG2l7XXNG/JImIiIiIiIgOQXtamqEpr+M4R5MUb1X1uG3D8Uh+phYAMPuMGbjs3u/HI0Uaxi48bzYcG4x4rW6cFLfoBPL0raj1LY9TZkRERERERESHLxHeiXDrrVJME8CXXgeeXzMPUHVIKFPh2OpBos+N3390NxxpiXHKloajVFMKirWxqIvYURmWGx6nFmxFU9QC9kREREQHw8Y0IiI6qO5+2ByKxrTSerkhShfu/HV1nRNCCPSWJxTCP1atkGJHZufgrHEHntBUkCY3jjW6vPCHwj0cLXu9dC2e3r1UitkNJjw594fItLQXjPId8vVDgfWItFwKgxKR4uVhIxb6f4AfFV8DRVF6df/+KrDLY9orva09HEnUe7MyrsCekFzMmuVowmhre7PnMenFsERNEOzVddOKpO0KbyuaAiyQERGp0A3p61DQl8+GRERERIcDVdPwy4Wv4NdHrIRuv3KQJoC7S+bA+EorDM1hpGQl4Zcv3ACd7tD4XEbDR4LdjHmjCrGnOh3r3OnSvmJjGBubX4hTZkREI9dIq/mw3kNERETDjdBaobZeD4MiP3u0KWTCI5sWIBKwwNQMZC51w9jYhN+990vkFGfFKVsazs6fcBYAYLEnW4rnmUNYuunFeKRERDRiDXW9hzUfGgzx/6oiIqJDXrPTK21bLUbYrKZBv+/ehujGtM4PIv5AGG1uf6+v9fS6NWj2y8f/av7xB23yyo9qTAOAql5MTVtSvwe/3fihFNMrCv529A8wPqmzYJTvcHT8ekZqPc7P+h0MCEnnVUcMeMtzBq4beyf0iv6g9x6owoQUabuSE9MoBo5KmYu1/gIEo36e+GH2TgDAnMy+T0sDgHGOTNgM8p9HG1qq+nUtIiI6fGmaBkVR8Pbbb+Obb75Baysb64mIiOjw9/zGtbh51otIM6hS/PO2TCzbkI2ED5sBALc9/VMkZ3StYRHFwlWXzodltwGv1skLfGXoNSjh1QipB6+VEhER9QfrPURERDTcCBGBcN4CnVYjxcvDBjxbdQTKq7Oh9wKZS73QVzbgvhd/jvGzxsQpWxrupqdMhSlow2JPLkKi8/k5RQHSHK+xYYCIiAYNaz7DExvTiIjooFqiGtNSk+1Dct/SqMY0gzxEDPVN7l5dp8nnwzPr10ixk4tHY3Zu/kHPtZqMyHDI77fyII1pu1wNuGXVG1CjfkC/b8Y5mJclF4z2NabNSq/FSye+D7NOfpP1ET1ebTsePxn3W5j18rSpwZJvi25Mcw7JfWl4M+gMKHT8AGVheSraeRl7YdOFcXT6qH5eV4dpKXlSbH1LZX/TJCKiw5ROp8Ojjz6KCy64AAsWLEBaWhrS09Mxb948PPPMM1BV9eAXISIiIjqE1HncqGt7GPMSnVK8RTXgzh0nIPnZWigqcPZ1p+KYs2fFJ0kaESaPy8GoJjsW1oyCMyIvDjTaFMRO51txyoyIiIY71nuIiIhouBHuh4HQcinWourwsSsDH204EkpIQcqmEKylrfjpPefj6DOPjFOmNBLoFB1OylyAkDBgs98h7ZueXYfNu3fHKTMiIhruWPMZntiYRkREB9Xi9EnbQ9GYJoTA3nq5MS3FYpW26xpdvbrW46tXwBsOd2wrAG4/9rhe55KXKv/wXdPSc2NaS9CLny1/Bd6IPPXs2vHzcOGomV2Oz3ck4ZiMGryw4ENY9fKHqfqIHi85j8K14/4Au2FomgEBoNDOiWk0OE7I+i7W+lOwf8+mTa/i+1lVmJiU3e/rHplaIG1vaGZjGhGRJpQhfcVTMBjE008/jdtvvx0mkwkmkwl6vR4tLS1Yvnw5vvnmG+j1XafOcpU/IiIiOpQ9vuol3Dh+E3T7fdTSBHDf3mOgX+aDZZMXuWOycP2ffxS/JGlEUBQFl353LtQaM95qGC3tKzREsNfFxjQioqE0Umo+rPcQERHRcCP8bwO+56WYX1Ow1G/Fy1vnABED7BUakjY5cdT0XJz38zPikyiNKKcXnwyhAQtd8nM3dp1ARe3f45QVEdHIM9T1HtZ8aDAY4p0AEREd+qInpqUl2wb/nh4/XP6gFMtNTsTu+s4mufpeNKZVtDnx8uaNUux7k6ZgQlp6r3PJSXFgQ1ltx3ats/tJbSE1gptWvo5qn1OKn5k3BbdMPrnbcyYk7sKzx38Is16T4nURPV5yTsWPx/4FyabkXucaCwX2VGm70tsKTQjolPg+dE6HP4cxEarhZNSpryPH0NmIeUXeDgzkq+vINLlAtsVZg5AagUnPj7pERMOVpmnQ6drX2nn++edxww03QNM0hEIhKIoC5dvPLSkpKZg+fTqA9iKVst/nGUVRsHv3bmzZsgULFy5EbW0tsrKyMGPGDBxzzDGYPHkyrFardC8iIiKiobCuthTnjXoKCTr5H9k+cubhq+pCZL2wG4qi4Jcv3AhrgrWHqxDFztknT8Vf3vwKr08Yj6tyd3TETQqQqyuFO1SBRFNhHDMkIqLhgPUeIiIiGq5EaCNE2z1STBXAqqAZXzRMQE1dBkzNQPpyJ9L8Htz9/L3SZxyiwZJqSkGxNga7Q3vQFDEg3RDp2DcuZylC4QhMRj57Q0REA8Oaz8jATwxERHRQ0Y1pKUMwMa20QZ7SZTLoUZSRgt076ztivWlM++uKZQhrnU1fJp0etxxzbJ9yyU2RJ6bVtna9rxAC92/4EGubK6T4tJQ8/H7W+d02dYng1ygUv4QuqimtNqLHy87xuGT0I8i0ZPQp11goSJAnpoU0FQ0BN7Ktjh7OIOq9BVlXYlv9+8gxeDpi2cYWILwOMM3q1zWnp+RL2yFNxVZnbZeGNSKikUQd5gPS9xWR/vjHP+L3v/89VFXFqFGjEIlE0NDQgEik/R9NbDYbCgvbH5Ddt3qSoijw+Xz43//+hwceeAAlJSUwGAwd5wBAQkICvve97+HOO+/EpEmToKpqtysyEREREcWaJgSWVdyJ6wvlelx12Izf7JyPxLcaYWgM4/ybzsKUYyfEKUsaaWxWE06fMh6vNgSw0pWJYxwNHfsKDRFsankZ87J/FccMiYhGjuFc82G9h4iIiIYjoTZAOH8OICTFN4ZM2O5PwUcbZkDnV5C52A3Dtgrc/fFdsCcN/nNZRPucP+EsPFryGJb5MnCuo3Ph9jGJXizb8CmOn31WHLMjIhoZhnO9B2DNZ6QY3l/FREQUEy1On7SdFofGtKKMFORkJkmxuoM0pm1rbMB7O7dLsR9Nn4E8R98arHJTEqXtmtauE9Oe37Mcb1VskGI5Vgf+MedimLuZ2iSCi6G1/hQ6RKR4dUSPV5yjcF7Rn1Foi09TTYY5AVa9UYpVeFt6OJqob6z6NHzdVgCPJjdrRrzP9fuaDpMFYxPlJs4tzpp+X4+IiAZO0zRUVVX1+BrotQHg97//PR555BG4XO2fCe+77z4cf/zxCIfDHQWqlJQUFBUVAZBXU/r73/+Oa6+9FiUlJTCZTFLBCgA8Hg9efPFFnHHGGfjkk0+g1+s77ktEREQ0mN7d9Q5+kL8J+v1+bNYE8OuSY6HVakh8twnZozLw4wcvjl+SNCJd9v25MJcY8HrdOCmeodfg9H7Q8RmciIiGt8Gq+bDeQ0RERMOREBEI5y2A1iDFS8IGlITMeGPb0dCCRqSv9sOyuQoX3nA6ph0/OT7J0og1PXUa9EELPmsrhLpfeUenAEJ7In6JERHRkGLNhwaKE9OIiOigoiempQ5BY9reqMa00ZmpyMqQG8rqmw7cmPanZUuw/+MQCSYTfnbUMX3OJecgE9MW1e3Cn7Z8JsWseiMen3MJMiwJXa4ngsuhtf4MSlRTWmVEjzedubBqP8P4xHFdzhsqiqIg356C3a7OwlilpxVHp4+KW040fGxoqcKKpmLsTSvBNHPnimBK8HMItQmKPr1f1z0iJRd73I0d2zucdQPOlYiI+q+trQ0FBT032ff3oVUhBHQ6HR577DHcc889HYWkP/3pT7jiiivw0ksvQQgBvV4PVVWRnp6OvLw86Z5vvPEGHn/8cYTDYZjNZgSDQWRlZeHCCy9EVlYW3n33Xaxfvx4AUFlZifvvvx+TJk3qKH7tn4uiKHA6ndi8eTM++eQTlJWVITExEVOnTsXRRx+NyZMnw263Q9O0jhWgiIiIiHriDnqQrX8Q6Xr5H8sWtuVhdWsu0p4pgxIW+MW/fwJrgjVOWdJINXZUBiY2peCLhkJ4x6yEXd9Z2xxlbEWDfwOybEfGMUMiIhoKg1HzYb2HiIiIhivheRwIr5FijaoOW0ImLG8ai/KabDh2RZC4sh6jCpJxxW8vilOmNJLpFB1OSj8en7k/xa6gHZMsnc8JHpG7By2tbqRGLepORETDD2s+rPkMFBvTiIjooJq7NKbZBvV+Qggs3lYqxUZnpSIrXf4h90AT09bX1uDrcvka18+ajRRr3x/ayY1qTGvx+OEPhWE1GbHL1YDbV7+J6I9cf5j1XUxKzu5yLRFaA631eigISfGKsAEfuDPx+sZjcdGY1D7nGGuF0Y1pnJhGMbKxpQo13mQs92Rgiqm6YwV4HTQI/+tQEn7Wr+tOTMoGsLFje3sbG9OIaOQSAtDE0BZIhmo4ghAC//rXv3DzzTdDp9PBYrHgrrvuwm233YZQKIRdu3ZBUZSOYlZOTg4yMtqnaur1egDtqzBVV1dDURSEw2EAwOuvv4558+ZBp9Ph9NNPx0UXXYTS0lIYDAasXLkSCxcuxHXXXddRqNpXhPrqq6/wwAMPYNGiRdDpdBBCdBTHjEYjTjjhBNx7772YN2/e0PwGERER0WHt492347tpbinWqhrwwO5jYFnlgnWdB2dcdRJmnjItThnSSHfZ9+bilzs/wIdNRfhBVklHvNAQwbLmF3A6G9OIiAbVcK35sN5DREREw5EILge8/5RiPk3B6oAFtcEkfLT+SJhagIyvm2BsacFdH/8eJrMxTtnSSHfWmNPw6bpP8aU7F5MsuzviKUYVX27/F0459vY4ZkdENLzFo96z776Dfw/WfEYStvIREdEBCSHQ6vRJscGemLa+tAYVTU4pduyEImRHTUxzuvwIBMPdXuPvq5ZL2+k2G348Y1a/8snpZtWX2lY3WoJe/Gz5K/BG5CazmyefiNPyJnU5R4Q2Qmu9BgoCUrwyosdCTxpe3zIHDc3JqHIdeBLcUCiwp0jbFd7WOGVCw82GlioIKFjaWoyqiLxGQsT7IoRQ+3Xd6EbQPa4GhLT+XYuIiAYuKSkJlZWVPb76Q9M0PP300/jFL34BALBarbjppptwzz33AADKy8vR1NQERVEghIDZbEZBQQEMhva/bxRFwYYNG7BhwwapwHTRRRfhuOOO61jt6KijjsLcuXOhKApUtf3vktdeew1er1cqWL377ru49NJLsWjRIhgMBqlgBQDhcBifffYZTj/9dLz44ov9/r0kIiKikWFLw0qcnLKoYwEXoP0fBe8vm402rxnJz9UiNScF1//58vglSSPeacdPQvJWI96sHyfF7ToBY3gxNNF9rZaIiIaPWNd8WO8hIiKi4UiozRBttwP7LXOtCWB10IwW1YLXtx4DzWtE+nIPUFqDO5/7OYqPKIxfwjTipZpSkBsuxlp/Jtya/Fh5uv2d+CRFRERDijUf1nwGihPTiIjogNzeIMIRubljsBvT3l29TdoelZGC6UU58Ae6PtjQ0ORGYZ48YWxDXS2+Li+TYtfPOho2Y/9WFrKZTUiyWdDm62woq2xpxb07F6Pa55SOPSd/Kq4ff1yXa4jwNmitV0ERcpNfdUSPzz2peGPHMaiqa+/0r3K19SvPWCqwy7+nVT42ptHAhTQVW501AIDNLbnYnG1HkbHz690gWoDgV4DllD5fe6JDbkwLCw0lrsZuJxcCQLnTiWc3rMWSinK0BQIYn5aOS6dOx5njxkOnKN2eQ0REvafT6ZCfnx/Ta65fvx6/+tWvEAwGkZWVhTvuuAO33norVFWFXq/Htm3bEAgEOlZNstlsKCoq6jg/FArhyy+/BNC+spKmaUhKSsIpp7T/vbNvpaRwOIxZs2bh5Zdf7ihurV27tuO6Op0ObW1tuOGGG1BfX99R3BJC4PLLL0d+fj7Wrl2LL774Aqqqwufz4fbbb8e0adMwY8aMmP6eEBER0fCgaREE3Dcixa5J8U9dOfisoRiOtxtgaAjj5revRcIg1+WIDsRsNuLscZPwnwY/KgJ2FFq8HfuKjQGUuD7HuKQz45ghERENtljXfFjvISIiouFGCAHhugvQGqX4trARNREL3qucgYqaLDhKVVg31OCHt52DBT84Nk7ZEnX6waRz8Le9j2GdPxkL7C0d8UkZDdhbXoLRRWPimB0REQ021nxY8xkoTkwjIqIDanF6u8RSkmyDdj9fMIxPNu6UYufNngxFUWCzmuBIsEj76hq7Thf728qu09J+eMS0AeWVmyJPa/t3+TdY21whxaal5OHBmedCiWpqEZFKaK1XQxFuKV4b0eNLbxIaQ9/H3srO5plDYWJaYfTENA8b02jgtjtrO6aYhVQjvnEWolWVP45GvM/169oOkwX5tmQptqOtrttjF5eX4exXXsRLmzag1NmKloAfK6orceMnH+Dq995GMBLpVw5ERIcSFcqQvobCokWL4HQ6AQDz58/HGWecAQAdxaSKivbPZvs+izkcDhQUFHSc39bWhvXr1wNAx8pJeXl5mDJlinSffasv7f/rxMRElJaWAgD8fj/++c9/orq6Gnq9HkIImEwm3HvvvfjnP/+JBx98EP/6179w1FFHdRTCmpqa8Ne//jWmvx9EREQ0fCzeew9m2JxSrClixP2750JfF0biu0047vtzcOx5s+OTINF+Lr/oWBjLjXg9ampaniGCbU0vxSkrIqKRY7jVfFjvISIiomEn8D4QXCSF6iN67A4ZscI5Ght3FMPYCqSuaMHY/CT86L4L45MnUZQZadOgBMxY2FaI/QbIwKgDKqofiV9iREQjwFDXe1jzYc1nMLAxjYiIDii6MS3BbobZNHgDN7/YvBu+YOdkNJ2i4DtHTe7Yzs6QG8SiG9M21tXi6/JSKXbdzNmw9nNa2j45KYkdv9YyQ1jnL5f2Z1sd+Meci2HWy783QmuFaL0GitYsxesjeizyJSJsuATnZF0M7PdBr87jRkiVp9QNtbyoBp+2sB/eSCg+ydCwsbGlStou90zHnrBJiunDqyEiZf26/sQkeTra9rbaLscsLNmNa95/G75w1wmMAPB1eSlu/fRjqJrW7X4iIoqfr7/+GgBgsVjw5ptv4ogjjoDZbMYRRxyBa665Bs8//zyA9lWRACArKwvHHHNMx/kulwtlZWXSNUeNGoXc3FwppigK6urqOn4NAAkJCWhsbF/Zcs+ePXjnnXek/RMnTsSNN94Im80GIQQKCwvxq1/9CkBnUe2jjz6C6xBYgICIiIgOLY3e3ZhhfRu6/f4NUBPAbyuOQlvYiuRna2EzmfGzv14ZtxyJ9leYl4rJ9al4r3401P0eUjIoQI5+C0Kqu+eTiYiIorDeQ0RERMOJ0FogXA9KsYCmYG3QjD2BLCzdPhHCb0DylgBMu6rwy+d/DoNx8J7BIuoLnaLDSWnHozaSiKqI/CzPqPTliKh8joaIiHqPNZ+Rh41pRER0QC1On7Sdlmwf1Pu9u3qbtD13QhGykhI6trOiGtPqm+S/+P++aoW0nWa14odTpw84r30T04RFhTYmIO2z6o14fM7FyLAkSHEhAhCtPwFUuVGuSdVhsd+OVpyHH4++AYXJ8nQyAaDWHd8HOHJsSV1iNT7n0CdCw8rG1mppe2ziNGwMFCAk5OOE77/9uv6k5KjGNGe9tF3v8eCXny1E5CBNZx/v2YXHov4sISI6vCjQhG5IXxiC1ZQ+/PBDAEAg0PlZLBwOY9u2bXj22Wexfv16KIoC9dsG/927d+M3v/kNnn32WbjdboRCIdTU1AAAtG//LigsLITD4UC0Xbt2AegsgFmtVhi/XehgzZo12L59O4DOotX8+fORlpaGSCTScX+z2SwdYzAYsGjRohj9bhAREdFwIIRAfcOVcOjln1MXunLwZf0oWFa7YF3rxhX3X4T0vLQ4ZUnU1Y+/Ow/NDYlY6cqS4kXGEDa1vBGnrIiIRoLhV/NhvYeIiIiGE+F6CBBOKbYxZEKLasFXFZPgbE2EpUYg4asS/Oiu76J4alF8EiXqwTnjTocQwApfuhQvdHixceviOGVFRDTcDX29hzUf1nwGAxvTiIjogKInpqUk2wbtXtUtbVi5p1KKnb/ftDQAyErveWLaxvo6fFW2V9p/3azZsA1wWhoA5KQ4IBQBdaIf0Mv7Hph5LiYn50gxIVQI5+1AeL0Ub9MUfOOzo1o9FdeN/SX0ih4OswWJJrN0XJW7bcA5D4RFb0S6WW5CrGZjGg3QltYaaXtGagHyEr+H8rD8Par63oAQcgNob0yKmpi2o62u44cNIQTuXfQ53KGgdMy8gkJcc+QsWAzyKmT/WrsaNW6ueEFEdKgQQuCTTz7B3//+d1xzzTWYO3cu0tK6Ppy97899AGhtbcVTTz2Fa665Blu3boXdbu9YJWlf0So9PR02W/vn233FJY/Hg23btknXczgcyMjIAACsXr0aHo9HKpAdf/zxHdfQ6dpLLfX19bDZbAiHw9DpdGhqaupyfyIiIhrZdtT+EZOtjVKsPmLCQyVzIEJA8nO1GD2tCOffeGacMiTq3snzJ8G+x4g36sZJ8XSdhqrW1+KUFRERHW5Y7yEiIqLhRAQXAYH3pVh1RI9a1YDlLWOwuyQXBheQ/lkNJozOwMV3nh+XPIkOJNWUgoxgHr525XdZZNrveTw+SRER0WGHNZ+RiXOAiYjogKIb0wZzYtp7a7ZL24lWM048YowUy46emLZfY9pjK5dL+9KsVlw6dUZMcstNSYQ2KggkyB8wLhw1E2fnHyHFhBAQ7t8DwU+luF9TsNRvxZ7wPNw04V6YdJ3NOPkOB7Y3dT6IVNXWBhTEJPV+y7UloynY+f+/xhffZjk6vLnDAVR4W6TYlOQcFCVMwMdlT2GcqXOfHj4g8Blg/U6f7jEhqjHNEwmizu9Cji0JX5SW4LO9JdL+c8ZNwKNnnA2domDBqGJc+c6bUL/94SSoRvDoymV4+JQz+pQDERENDkVRcOqpp+LUU08F0P55q62tDZWVlaiursb777+PJ598smPf/hwOB8aMGQNN0+D3+6HX66GqKgwGA4xGI0wmk3R8aWkpysvLAaCjKFVUVIScnPaFCHbu3NlxrBACRqMRU6dOBQDodLqO+zc2NnYUsAwGA0KhULeFNiIiIhqZAqFK5ON5KaYK4KHKmWgN2pD4dgMM9WHc+L9roDfou78IUZwYjXpckDsFrzR44Rurh03f/rlZUYDR5iq0haqRZMqLc5ZERHSoY72HiIiIhguheSDa7pNiIQFsCplQ6k/Hok2TgaAe6UtdsO6uxR1r/sh6Dx2yvjfhTPy7/GnsDtkwxezriE/K3QaPJ4CEBEscsyMiosMBaz4jEyemERHRATW3yo1pqYPUmCaEwAdr5ca0s46cALNR7qHu0pjW1N6YtrmhHl9GTUu7ZuZRMZmWBgDVSjNEXkiKjUlMx11Tu2la8b0E+F6UQmEBLAtYsMk/HdePfQBWvVXaX+BIkrarDoFJTbm2ZGmbE9NoILY766Rto6LDOEcmEowJ8Ovmo0GVP5ZGvC/1+R45VgdsBvkHj73uJggh8PdVK6R4mtWK+084GbpvV86YV1CEi4+YJh3z1vZt2NXc1Oc8iIgOBSqUIX0NNUVRkJycjCOOOAJnnHEGjj/+eAghoNe3/yNeSkoKrr32Wtx666246qqrkJaWBq/Xi4kTJ0LTNCiK0lH4AjqLU6FQCMuXL0coFIJer4emabBYLJgxYwbsdjvC4TBaWjqbqYUQSE1NxejRozvy2leoqqmpQSgU6jgOaC9+7TuOiIiIRrbquh/BrpMXQPrIlYOvG0ZBXx+C451GnPHjE3HEvIlxypDowK64aB7CdWZ82iKvrlVgULGq4dk4ZUVENPwN55oP6z1ERER0uBKevwBarRTbEjKhTTXhvd1HIuizIHlTELavduPy+36A4iMK45Qp0cHNzjgKiOix1JMpxVMsYWzY/FqcsiIiGt6Gut7Dmg9rPoOBjWlERHRAtY3ylKz01IRBuc+mijpUNDml2HeOmtzluKyMRGm7odkDVdXw5JpVUjzVYsVlMZqWVud34YnyxXJQBX41/kxYDXLjmwgugub+nRTTBLAyYMEa3xhcOeYPSDbJTWgAkOeQG+6qXPFvTMuzyXlyYhoNxFZnjbQ9LikLJn174+mxmdegJGSW9usjGyAi5X26h6IoGJuYIcX2uBuxrKoCWxrqpfjd809AilVuEL3pmLlSM6smBP6zaUOfciAioqGlae0Pc2/cuBEAOgpGGRkZuPzyy/HnP/8ZjzzyCHQ6HYqLi3H00UdDCAGLxQJVVVFT0/73076iVUNDA9555x0A6CiA5efnY8GCBQDaV0jat/rSvpWTMjIyYDKZpFWcwuEwKioqEAqFoCgKwuEwACArKwsAi1ZEREQjXU3T31Bskn9Org6b8PDeoxHR9Eh+thaOBDuu+eNlccqQ6OBys5IxpiYZ7zSMleJJeg1B38dxyoqIiIYD1nuIiIjocCJC6wHff6VYg6pDRcSAZU1jUVmZAXuFhpT3d2PijEL84I5z45QpUe+YdEbMss/Cal8O3Jr8Gdes/28PZxERER0caz7DGxvTiIjogGrq5WakvKzkQblP9LS0wvRkTCvM7nJc9MQ0VdWwobIGC0t2S/GrZ86CPWpka3+oQsMv17yFtrBfiutKLbCE5euL8E5ozl9Agbza9bqgGat9ufhe0R+Qa83p9j750RPTXPFvAouemFbDiWk0AFud8upgU5I7vxfGJk7EttBohOSpzBC+1/t8nzFRjWkl7kb8a81qKVaUlIxzJ3RdcT7DZseV02dKsXd37kAgEu5zHkRE8aYJ3ZC+4mVf8WfRokUA0LF6UWZmJnJyOv+uEUJAURScdNJJ0Ov18Pv90Ov1+OSTT/D0009Dr9ejqqoKjzzyCBYuXAigsyB22mmnYebM9r8fIpEIUlJSAMhFrX3H7ytcVVdXo7S0VDqusLAQBQXyNAkiIiIaeSKRGiSFnpBiYQH8oepItAQSYFnjgnWNG9f84TIkpTt6uArRoeGWM0/A6vpsNEfVScda2lDlWRenrIiIhreRUPNhvYeIiIgOF0KEIVz3AOh82CEigA1BM/b6M/DZpmkwtuqQ+WENTP4A7nju59Ab9PFLmKiXzhlzGiLCgG0BeQH7KXkVqK6r7+EsIiLqr6Gu97Dmw5rPYGBjGhER9SgUjqCx2S3F8rKTY36fcETFJ+t3SrFzZk7stss82WGDyWSQYs+sWwttv+71BKMJl8ZoWtqTO7/B6iZ5apPSZIBSZ0Sts/P3RqjNEK3XQxFe6djtISPW+lMxL+s+TEgc3+N98hMPxYlpydI2G9NoIKIb0yYny02aRY4foCIif29HfK9CiEif7jMmMV3a3tJSiyWV8vfwNTOPgl7X/cfgi4+YKg2qdoeC+GTPnj7lQEREQ2ff6klXXnklvve972Hs2PZpDSaTCZmZmQDaC1v7PldeeumluPzyywG0r6DU2tqKm2++GUcffTTOO+88PPnkkxBCwGg0IhKJ4JhjjsFVV10FoH2FpMLCwo6i1f4rN+3bjkTa/97asmUL9kT9/TF79uyO+xIREdHIJIRAfd1lsOrkRY0+bMvB4oZiICKQ9HwdJs0ZhzOuOjFOWRL13gnHToCh2oR3GsZI8QJDBCtqno5TVkREdLhjvYeIiIgOG97ngMguKbQjZEJd2Ib3dh8Jtc2EjCVu6PbW4vL7L0LRZD7cTIeHYvsoWEMOLPZkY79H8mDRa9i547n4JUZERIc11nyGN8PBDyEiopGqtr5N+uESGJzGtKU7y+D0BaTYObMmdXusoijISk9EZU0rAEA1Al9U75WOuWTqNDjM5gHntaGlCv/c/rUcDCjQ7bZCgYLa1vbmMSGCEM6fAVqNdGhlRI81/gQUJv0Cc9LnHvBe+UnyxLR6rwfBSARmQ/z+qs61yTk1Bb0IqGFY9MY4ZUSHK084iDJPsxSbEtWYNi/jPHy89+8Ya+w8zgA3EFwMWE7q9b3GOLpOTAPMwLftZmlWGy6YNLnH8/MdSTi2oBBLKys6Ym9s24LzJ3b/ZxIRER0arrvuOlx33XUA2lc1ampqQkJCQpfj9Ho97rrrLvj9fnzyySdoa2uD3+/H+vXrpePC4TAyMzPxyCOPdKyktG9VpLy8PADoKFCVlZWhqqoK+fn5MBrbPyd99NFHcLlcMBgMiEQiMJlMOP300wfnzRMREdFhw+P6N3IMVVKsImzCI2WzEdH0SPioCeb6MG768NqOfyAjOpQZDHqcaRyH9xrrcHXe9o64VSeQrFsJITQoCr+WiYiof1jvISIiokOZiFRCeP4hxZyqDnvCBixpHoeqsgwk7VFhXVOBibOKceFt34lTpkR9pygKzio8Be/WtaJR3YtMQ+dD+ZmO9yHEnd0uOE9ERNQbrPkMT/zXICIi6lF1vVPaTnZYYbOaYn6f99dul7ZnjMpBQXpyj8dnZ3ROF/PmAmHRucq0QafDldNnDjingBrG3WvfgYbOzjxFAPqdVihq+w/WNa0uCCEg2n4NhOUPOs2qDiv9NgjjD3FWznkHvV9e1MQ0AKh2x3dqWm7UxDQAqPW1DX0idNjb3lYnbRsUHcY7sqSY3WCDV38cWlT542nY+2Kf7jUmUW5MC4kIoOv8Pr5g0mRYDAdurvzBlKnS9vKqCtR53D0cTUR0aFKFbkhfhxKdTtexklJ3xo4di6eeegp33XUXpk2bJu1LTU1FXl4ezj//fKxYsQLHHnusdF0AuPHGG2Gz2RCJRGA0GvHNN9/gxRdfhMfjgdfrxZNPPol3331XOueUU07BiSeeKMWIiIhoZNEitTD6/irFggJ4uHoGWvwJ0LkicLzRgPNuOBNjZxTHKUuivvv590/A7rp0lPrlfzQebfZjZ9tXccqKiGj4Gqk1H9Z7iIiI6FAihIBw/xZAYL8YsCFkwt5ABpZtmwBzsw6py+phCARw+3M/h96gj1/CRP1wfPZ8hIUeW4KJUnxCTiO27twWp6yIiIanoa73sObDms9g4MQ0IiLqUXWd3IQ0GNPS3P4gFm2VJ571NC1tn32NaZoO8OXJ+84dPxE5iYndnNU3j279EqVRE57mmsdhlbu+Y7u2xQ34XgQC70nH+TQFKwIW1KoL8PMxP+/VCjEOsxlJZgvagp1Fq2qXC6NTUgf4TvrPbjAh2WSFM+TvzMnnRHFietxyosPTzqjGtLGODJj1XT+GHpNxBUpaPkGqvvP7QB9aDqHWQ9FndTm+O7m2JFj0BgTUSEdMMWoQwfYfEL47acpBr3Ha6LFwmM1wBYMdsS9L9+KHU6f3KgciIjr02e123HHHHbjjjjtQX1+P7du3o7S0FFarFXPnzkVRURGA9n9YjP4sV1RUhHvuuQd33XUXwuEwFEXBgw8+iNdffx1ZWVlYvHgxQqEQFEWBprUvoHDHHXdgzJgxAMDVA4mIiEYgIQRcTT+GQ9Gk+EeubCypHw1AgePleqQnJeGK314UnySJ+qkoPw3JtVa82TAWtxdt6IjnGSJ4s+IFTEw+OX7JERHRiMJ6DxEREQ2Z4CdA8GspVBoxoC5ixqdlRyDcZEHmGg90u6rx44cuQdGk/DglStR/yaYkFOiKsdTTiAU2J/TffuTVK0BVxYs4YuIf45sgERGNGKz5HB7YmEZERD2qrnNK27lZyTG/x2ebdiMU6Rz3bdDrcPr08Qc8Jyu9vTHNnw1oRvkv/WtmHjXgnNY0lePFkhVSbFpKHr6TMB2r8GlHLMm4FZr7ZeyfQVgAywMW7AxMwU/G/xYGXe//qs13ONDW2NmQUxXniWkAkGdLlhrTajgxjfphR1u9tD3Bkd3tcRMSJ+OZmiIcad4Jw7ffWIoiIPxvQUn4aa/upVd0KE5Il6a0tTemAUdkZGJC2sEbK80GAxYUFeP9XTs6Yp+XlrAxjYhomMrKykJWVhZOOOGELvt6KjDdeOONqKiowJtvvommpiYEAgFs2rSpy3GapuHxxx/HggULYp02ERERHUZCnqfhgLwwU1nYhL+VzUZY08NQ5of9i1b85D+3wO6wxSlLov776cRj8WxDA24t3ADdtx+hjQqQb9/c7T8EExERDTbWe4iIiGiwCM0N4XpIivk1BdtCJqxvK0RJSS4ceyKwrarApKNG44Jbz4lTpkQDd3bxKXh67x7UqgbkGzoXiC7O/grBYBhmszGO2RER0UjEms+hi7PliIioRzX1Tmk7Lysp5vd4f+12afu4icVItlsPeE5WhgMCgCdqQaEFRaMwMT1jQPl4IyHcve5diP1iJp0ev5t5HgpSO99/ut2L2xe8CQWqdP7aoBlbA7n44eg/IcGY0Kd750ZNeqt1u/ucf6zl2pKl7WqfMy550OFtl0tuTJuY1P30M0VRkJP4XVRF5IbOsPc/EELr9pzujHXIfw7oDO3f0d/rxbS0fU4ZPUbaXlZZAV843OvziYjiSQDQoAzpSxw0q+HFZrPh8ccfx0MPPYS5c+dK++x2O1JSUjB79mx88skn+OlPe9dcTURERMOTiFRA8TwixfyagkdrpqLR1774UvJzdZh54lSccNGx8UiRaMAuPGMWGuod2OxNkeJjzAFsrv+0h7OIiKivWPMZXKz3EBERUW8Iz18BrUGKbQ6ZUBNy4Ktdk2Fs1iF1RROsahi/fP4G6PX6OGVKNHCzUo6Eqhmx0S8/Mzg2w4mV61bFKSsiouElHvUe1nw6seYTO5yYRkREPYqemJaXnRzT69e2urCmpEqKfeeoSQc9LzvDgUA6oFrl7vbrZs4ecE6PbPkMld5WKXbz5JMwxpGBWrV9gplBp+Lh73yGdLtPOm5nyIjN/hScmPM75Fpz+3zv3ESHtF3riX9jWp5NLiywMY36ShUadrvkouz4HhrTAOC4zO/j6/InMcro7IgZRSMQWgWY5/TqnqMT5aloilGDAuDscRN6nfeColEw6HSIfDueOaSqWFJRhtPGjOv1NYiIaPjaN/Xh6quvxtVXX42GhgZs3boVe/bsQTAYxPz58zFjxox4p0lERERxJoQKX8t1sCryYisL3Wn4snY8AMCy0oWEnQHc+MbVnCpFhy2b1YTi1hS8UTcO08d2PpSUpVfxVeVzmJZ9ehyzIyIi6h3We4iIiOhgRHgT4PuvFKuL6FEZMeCbxnFwVichY4Mf+j3V+PWbtyF/fN+fHSI6lJj1ZkxLnI6lnhacltAM47flS0UB3M7nAcyLZ3pERES9wprP0GBjGhERdUvTBGob2qRYbowb0z5ct0PaTrSYcfyk4oOel5mWAE+BHJucloE5+QXdn9BLyxv24pXSNVJsZmoBrhjb3gyT4UiAXqfglgUrMKugVjquPqLHmkACRiXfjukpR/br/jkJ8sS0GrerX9eJpeiJaTW+tu4PJOpBhacVATUixSYcoDHNYXSgURwFl/YFHLrOdTkivv/A2MvGtCJ7mrStGDTMyM5Bht3e67wdZgtm5+ZjeVVFR+yL0r1sTCOiw4YqOCB9MEU/NJ6ZmYnMzEyceOKJccqIiIiIDkWq+++wanulWEnIiMfK5rR/XgtrSH6hDj+44zwUTMiLU5ZEsXHvKafjhtIa3DdmNYxKe01HpwBjU3d0/KMvERENHGs+g4f1HiIiIjoQISIQbfcC+80XiQhgU8iEHd5crN06FrYqgYQVFbj0zvNwzNmz4pcsUQydmrcAj+xah6qIEcXGcEd8yqg1aGr1ID0lIY7ZEREND6z3DC7WfIYGv4ppQMrLy3Hbbbdh4sSJsNvtSE1NxezZs/GnP/0JPp/v4BfohbKyMtx5552YNWsWkpOTYTQakZqaimOPPRa//e1v0dDQcPCLEFGf1Ta0IRRWpVgsJ6YJIfD+2u1S7LQZ42A2HrxnuirsQdghf1D4bvHEAT3c4I+Ecc/696WYRW/AQ7POg15p/+vSoNfhgunV+NFRm6TjfJqCFX4rNMMlOC37O/3OITcxujHtUJiYlixtc2Ia9dUuV720nW62I8184AaxmelXoDRslGJK8AsIrXfNmoX2FDmgFzhh1MGbXqOdXDxa2l5WWdHDkUREREREREQyEfwGivcJKebVFDxTPwF1vvYJ9QkfNCPfmoRL7v5ePFIkiqljZoyGv96Gla5MKT7aEsCqkvd7OIuIiIiIiIjoMOF7CYhsk0I7w0bUR6z4cPt0iEYTUpc1Y1xRKi79zQVxSpIo9qYkTYYSMWOdL1WKF6Z4sWzVovgkRURERIccNqZRv73//vuYNm0a/vKXv2Dnzp3w+XxobW3FmjVr8Mtf/hJHHnkk9uzZM6B7vPTSS5g8eTIefvhhrFu3Dm1tbYhEImhtbcXy5ctx3333YdKkSfjss89i9K6IaJ8V6+TVnB0JFqQl937a0MFsr27A3voWKXbOzEm9Ove/WzZK2/qAwERLWg9H984/d3zdpenqtimnYFRC53WFWodbjl8oHaMKYFXQjEp1Li4ddcOAmuNyohrTaj1uCCF6OHpo5NqSpO3GgBuhqOlXRAeyo61O2h5/gGlp+0xLno2NgVxo+33566BC+D/s1T19frmpVlGAKTnpvTp3f/MKi6TtarcL1a74TzIkIiIiIiKiQ5tQa6E6b8H+ZSJNAF95k/Bh9REAAJ0zAsebjfj536+GxWaOU6ZEsaMoCuaiCK/Wjpfi6XoNJU3PxycpIiIiIiIiohgQai2E529SzKUp2BM2YnHjeDRVpiFpSxDWHdW488UbYOjFotxEhwu9osexacdguTcHwajH2LTgf+P+bBsREREdGtiYRv2yfv16XHTRRXC5XEhISMBDDz2EZcuW4YsvvsC1114LANi1axfOPvtsuPs58Wfp0qW48sor4ff7odPp8OMf/xjvvPMOVq1ahf/973/4znfapxK1tLTgvPPOw969ew9yRSLqi29Wl0jbc2eNHlDTVbQP1u6QtnNTHJhZnHfQ82rdbny8Z5cUs1cDLS3efueyq60ez+9ZLsVmpRXih6OP7tgWQoNouxN2U0A6blPIhK2BAvxo9IMw6AZWWMpNcEjbIVVFs98/oGsOVK41WdoWAGr9bMyh3tvVJk82neg4eGOaTtEh2Xo26lS9FA/7XurVPVdWVUOoUX9e6dXuDz6AcalpSLFY5GtXV/b5OkRE8aAJZUhfRERERNROiBCE82bohFwX3xoy4pmKoxAR7T/rJr1cj+NOn4U558yKR5pEg+Kh75+Dbxry4dPkf36cmLkHmqbFKSsiouGFNR8iIiKioSWEgHA9AAifFN8QNKMskI6lWybCVi3gWFKBS395Hoom5ccpU6LBc3Le8WiOJKAibJLisydtw56yxjhlRUQ0fAx1vYc1HxoMbEyjfrn55pvh9/thMBjw6aef4u6778bcuXNx0kkn4d///jcefvhhAO3NaY888ki/7vH73/++4x8qH3vsMTz77LM477zzMHv2bFxwwQV47733cOuttwIA/H4//vKXv8TmzRER3N4A1m+Vmy+Omz02ZtePqBo+Wi83pp09ayJ0uoN/2Hl5y0ao+620oqgCtjqgobl/TbCaELh3/QeIiM4HI4yKDvfPOAe6/RvxfC8AIbl5rSqix8aAAyfn/hEpppR+3X9/mXY79FHNfzXu+DaBOUwWJBrlVbtroibLER3ITle9tN2biWkAMD/zUuwKyU1hRnUPROTg01iXVVZAROTvpQpfa6/uuz+domB2nlw0Xlld1efrEBERERER0cghPE8A4Q1SrDaix7uthdjlygQAGPf6kbrCh5/+9cdxyJBo8GRlJMHQaMPXrblSfIwliCWb3oxTVkREREREREQD4H8LCH4uhcrCBlSFrfi4fCpEgxkpq1tRlGrFRXeeF6ckiQbXaHsx9KEErPWlSvGcRD9Wrfk0TlkRERHRoYSNadRnq1atwjfffAMAuPrqqzF37twux9x2222YNGkSAOBvf/sbwuFwn++zbNkyAEBaWhp+9rOfdXvMvffe2/Hr5cuXd3sMEfXdinWlUNXORi2TUY+jZ4yK2fVX7q5As1teSeicmZMOel4wEsErmzdJMWs9oIsAjc2efuXyWukabGyVG02uGT8fYxwZHdsivBOa+0/SMT5NwRq/Fat2noTJSUf0697R9DodshISpFitp38Nd7GUZ0uWtqvZmEa95I2Euny9jO/FxDQASLekoywyAwFNbjDTfG8c8Dx/OIx1tTUQEfljbrmnpVf3jXZMXoG0vYqNaUR0mFChG9IXEREREQEivBvC+y8p5tUULPHZ8V7VDADtP+MmP1eLy37zfWQVZXS9CNFh7sKsafhv7UQplqgTqPW9EKeMiIiGF9Z8iIiIiIaOCO+CcN0vxYIC2BoyYYVzNEp25yBxVwimdWX4xb+uh9FkjFOmRINLURSclrsAa3zZ8EU9x2M1volIRI1TZkREw8NQ13tY86HBwK8q6rN33nmn49c//nH3K7rqdDpcfvnlAACn04mvvvqqz/cJhUIAgOLi4h6PSUpKQnp6unQ8EQ3cktXyRKJZUwths5p6OLrv3l+7XdqeUpCF0VmpPRzd6b1dO9AS8Esxe3X7f/szMa016MOj276UYoX2VFw/4biObSGCEG23QUFkvxiwLmjGVxWTsHdTUZ/veyA5CYnSdo07/o1pudZkabvG1xafROiws9fdKG3roGB0Ynqvz5+SdhkqIwYpFvG9ASEiPZwBrKmtRkhTIcKxakyTJ6aVtzlRdwg0jBIREREREdGhRQgNwnWPVEPSBLAqaMbChsnwhtungluXODFOpOCCX5wdr1SJBtVt556KdQ3ZaI3ID+NNzKlAJNJzTYeIiIiIiIjoUCJEBKLtTgABKb4xaEZpMBUr946FsVGPpK8rcc6VC3DEvIndX4homDgxdz6aIwkoj8jPEM6ftgcrN5TGKSsiIiI6VLAxjfpsyZIlAAC73Y5Zs2b1eNyCBQs6fr106dI+32fChAkAgNLSnj+0ulwuNDU1SccT0cCEwypWrJe/7+bPHhuz6/uCIXy5RW58O2fmwYszQgi8sGGdFDO1Chi/HbzW2I/GtL9t/xKusFxA+r8ZZ8Os72yEEe6/ApFd0jF7IgYsd+Zi8WdHorHNB1XTECu5iQ5pu9btitm1+yvPniRtc2Ia9VaJS25MK7CnSN9fBzMrZQE2B+SmVSM8QKjnzxXLKysBACIir9BU4e1fY9qEtHQkmsxSbN/UtDZfAIu37cV7a7ZhdUkVImrs/iwgIiIiIiKiw4z/NSAs1672hI3Y6kvH8sb2xdcUn4bk5+pw0+PXcgVtGrbMJgNSWuxY1JorxUeZg/h8+ctxyoqIiIiIiIioj3wvAZGtUmhv2IDKiBErmkajtTIJ6cvakAkN1/zh0jglSTR0sixZsAbTsNYrP8eTbgti69aFccqKiIiIDhVsTKM+2769fdLR2LFjYTD0/HD5xImdjSb7zumLn/zkJwCA5uZmPPnkk90e88ADD3Q5nogGZv3WSnh98gTCebPHxOz6X2zeA3+oc2VcvU7BGUcevLF0bW0NtjXJTS4J1Z2/bmzx9CmPHW11eKNUfljozLwpmJs5umNbBJdD+J6TjmnTFKzyOfDuR/OghfWIaBpaPL4+3ftAchM5MY2Gj91RE9PGOjL6dL5BZ4Awn4FWVf7IGvS80OM5y6oqAAAiIp9T62tDSO37qtx6nQ5H5eZJsfV1tXj6i1U48f/+jZ8/8y5+/cpCXPXPN3DBIy9hyY6yPt+DiGgwaEIZ0hcRERHRSCbUemjuP0kxj6ZgS8iMtytnp1zTggABAABJREFUYN8/xST9pw4nnDwL00+YMvRJEg2hn0yeh9dqx0uxRJ1As3gtThkREQ0frPkQERERDT6h1kB4/ibFXJqCLSETSvyZ2LCzGPZyDZaVpbjj2Z/BnmSPU6ZEQ+u84lOx3p8Ftyb/rJCd+gmCwXCcsiIiOvwNdb2HNR8aDGxMoz4JBAIdE8ry8/MPeGxKSgrs9vYfuiq/nV7SF1dddRUuv/xyAMDPf/5zXHvttXj//fexZs0avPXWW/jud7+LP//5zwCAX//61zjllFP6fI+qqqoDvrQYTkEiOlx8s1qeZjZ5XA7SUxJidv3318qNqnPHFyE98eAFmpc2bZC2c+wJMDd3bnu8Qfj8ckNdT4QQ+N2mT6BBdMQsegPuOOLUzmO0Nmhtv4Sy3zGqAFYHLPhg5TFwt3T+ntQ7+9YUdyA5CXJjWq3nEGhMsyVL25yYRr0VPTFtTGLfGtMAYF7mFdgbNkkxQ2gZhObscqwrGMSWhnoAXRvTNAhU9fNrd3pWtrT9zqZt+NtHSxFWVSm+t74FP33qbfxvxeZ+3YeIiIiIiIgOT8L9OyhCrg9tDJqxsrUYdf72SfSGsiASv3Diqod+GI8UiYbUj044Bpvqs9EWkRc3nFJQCZ/HH6esiIiIiIiIiA5OCAHh+i0g5EWqNwTN8GkmfFU5EZF6C1IX1eHcK47HzFOmxSlToqE3L2sumsMJKI96jue4aXuxYkNJnLIiIiKiQwEb06hP3PtN7klIOHijyr7GNI+n700ber0eL7zwAt544w1Mnz4dTz/9NM4991zMnj0bF1xwAd555x2ceOKJ+Oyzz/Dggw/2+foAUFBQcMBXWxunAtHIIoTA0tXyD4nHHT02ZtdvaPNg5W65UfU7syYd9LxGnxef7NklxS6dOgPRPftNvZya9mnNdqxuKpdi14yfjxxbUse2cD0IRauXjtkWMqFBzIGzQi4q1bfFrjEtL9EhbR8KE9Py9vt9AYB6vwsRNu5SL+wZ4MQ0AMi15mN7aALUzh5R6BQNwv9ul2PX1dZAE98eKBQIVf5TotzT0uf7A8C0qMa0NjUIsV/TarSH3vwSa/dW9eteREREREREdHgRwaVA4GMpVhE2YHcwAZ9UT24PaEDqPypx9tUnI398bhyyJBpaOp2CXHcSFjnlr/dR5iA+XvxinLIiIiIiIiIi6oXgp0DwSylUGjagRdNjg6sAe3flInlTAOlOL67+PRcgopHFYUxEaigfq33pUjzJHEZpycc9nEVEREQjARvTqE8CgUDHr00m0wGObGc2mwEAfn//VsDcvn07XnzxRWze3P3kkeXLl+OZZ55BdXV1v65PRLKde+vR0Cw3Qs2fPSZm1/94/c7OphEANrMRJx5x8Ou/vnUzwvs1Qpn1BlwydRoSEyzScdG5dyeghvHwlk+lWI41CVePO7ZjWwS/AQJy00uDqsOGYCq+W/RnZCXJjbl1ztg1j+UkyhPTGryeLlOZhlr0xDQNAg2B+DfM0aHNFwl1ma7Xn4lpADAq6YeoVfVSzO95octxa2vlzwM2nVnarunnxLSpmVlyQAcIY8/HRzQNt77wIVq5AjgRxY0CDbohfaHLkgFEREREw58QIWiu30qxkAC2hEx4r3o6IqJ9WpRtURsc9QKX3XthPNIkiotfHXsqXqsdL8UcOgGX9Z34JERENCyw5kNEREQ0mITwQ7h+J8UCmoJtIROaw3Ys2jUJxjo9HItKccNfroA9yR6nTIni58LxZ2CrPwNOVX78PDflUwSD4ThlRUR0OBv6eg9rPjQY2JhGfWKxdDaBhEKhgx4fDAYBAFartc/3+uabbzB37ly8//77yMvLw0svvYS6ujqEQiFUVlbi8ccfh81mw6uvvoqjjz4aW7du7fM9KisrD/hKSko6+EWIhpElq/ZI2/nZyRiVnxaz63+wdru0fcrUcbCaDtDdgfYGj5c3b5Ri54yfgBSrFZmpcoNYYy8a057ZvQw1Pnka4i+nngqLvj0Pofmgtv1G2h8WwOqABTMzHoDdkIisZPm+sZyYlhvVmCYA1Htjd/3+SDZZYdYZpFidnxMl6cD2upukbQXA6MT07g8+iDkZ52B7UJ4maBVVEGF5kuLamhppO8sin1Pla+3X/dNsNuQkyN+bqhmwmox49qffx8Y/3YKL502X9rd4fHjqi1X9uh8REREREREdJrzPQVFLpdDWkAnrXbnY6fp2+nZIIOmlGlzwi3OQlpMShySJ4uO0GZOwqTYHLlWuK84oqkFLff9qNERERERERESDyvscoNVKoc0hE0JCwYrmMWitSEbqkmbMPqoYx184N05JEsXXUemz0Bh0oCwsD7aYO6UcqzbsjlNWREREFG9sTKM+SdyvYcLjOXijhNfrBQAkJCQc5EhZMBjEJZdcgra2NmRnZ2PFihW47LLLkJWVBaPRiPz8fPzsZz/D4sWLYbFYUFNTgyuuuKJvbwZAfn7+AV86Hb9FaGT5ZnWJtD3/6LFQlNh0xe+ubcKOmkYp9p1Zkw563pelJaiN+vPmR9NmAAAy0qKmizUf+M+lWl8bnt61RIrNTi/C6bmTO7aF5zHooopMW0ImBA1nYmrKAgBAVpJ833pn7BrHkswWWA3ywxo17vhOJ1MUBdlWucGn1u+KUzZ0uNjjlr/fC+wpHQ2gfWXSGdGinAC/Jv95FPL+p+PXYVXFhnr5e3dckjyhrdrX/4ZKqyZ/X2omgd/+4FTMHlsAnU7Br84/AfMmjpKOeXXpRtS28nuFiIaeAKAKZUhf4qBZEREREQ0vQq2B5nlcirWqOuwKWvB25YyOWOLbTUgx2nDhHecOcYZE8TcmnIFFrTlSbJQlgPe+fi5OGRERHd5Y8yEiIiIaPEJtgPD+W4o1qjpUq3qUB9OwdscY2EtUODZV4abHr4nZ81REhxuz3ox8dQzW+OXF7u2mCCpKP4hTVkREh6941HtY86HBwK4b6hOLxYK0tPYPlFVVVQc8trW1taMxraCgoE/3+eSTT1BdXQ0AuPHGG5Gdnd3tcVOmTMFll10GAFi7di02btzY7XFEdHA19U6UlMuNJMfNHhuz60dPS8t02DF7bP5Bz3tp0wZpe3pWNqZltf+ZEN2YdrCJaY9u+xIBNdKxrYOCu6ed0VEsEuGtEL5npXOaVB22BnNwXv79HbGuE9Ni1zimKApyE+UmsHg3pgFAjk2eIFk7gAYfGhlKXPKfJ2MTMwd0vaMzfozyiNzYJvzvQIgwAGBbUyMCkYi0/8iMPGm72ufs173rWt2orZW/5hOTLTjjyAkd23qdDr/53kkw6Ds/XodVFf9cuKJf9yQiIiIiIqJDm3D9HgoCndsC2BgyYWH9FPhVMwBA16zB8VYDLv3NBbA7bPFKlShuHjjlHLxeO0GKJekEIqkL45QRERERERERUfeE51FA+Dq3RftC1hGhx/L6sfBX2pHyWTkuv/u7yCnOil+iRIeAi6ecjZ3+DDSr8iPo6UmLEAxFejiLiIiIhjM2plGfTZ7cPlloz549iER6/hC5Y8eOjl9PmnTwqUj72769s4Fl5syZ/8/efcfHVZ354//cO1Uz6r3YsmXJcpNtbLljY2ywaTa9QwgpJIT0wJdk2ZTfZrNLyoaE3exmNyENUiB0bNMJBtu4yk1yVe+9Tm/3/v4QSDojjepoRhp93q/XvF4+j8699wg0o5lH9znPsHMLCwuHvCYRjc1+v25p8bFRKFiQGZRzK4qKPcfF5+d1KxdCM0JXworODhyorRFi937cLQ0AUpPEArGWYQrTznQ24LXa00LstpyVWBjXW+Smqj74uv8ZA/cB8KnAcacRGzN+Ap2mv/14Wpx/YVrwOqYBQEa0WHDXaA1/xyX/jmlNDham0fAqrW3COCcmKcDM0ZkXvQAlLrGYVS85obo+BAAcb2wQ5yckID9OLIart3WO69pP/eMIVIe4R4hFdcPl9z5oVlIcbl+/TIjtLjqHdosdREREREREFDlU1z7AJRbWVHm1OGtPxOG2nL5Y4n/WIGN2CnY8uD3USySaEi6ZMwunGzNh8WmE+Mp5TagvbwzTqoiIiIiIiIhEqucs4HhRiNV4tehWNCi1p+HcudlIPGJBbrQRtz68M0yrJJo6CuKXoNkejxqPXoivXVyNIyfLAxxFREREkYyFaTRmGzduBADYbDYUFRUFnPfBBx/0/fvSSy8d0zW0Wm3fv4crfgMAj8cz5HFENDYfHikVxhsK50GjCc6viWMVdYOKt64rHLlg9c/FYhfEeKMRO+b377A7qGNax9AFYqqq4iclbwuxaK0BX1u0pT/geAGy96ww56JHB59+J+bFiAWyafHidZu7rFDV4DW2zYwRzz8lOqZFiR3TmhzhL5ajqa3K2i6Mc6KTJ3Q+SZIQY7oFHX67LTksTwEAihrqhfjKjExkmeOFWLfHCYvHibGwOd3YVXQOsluMexUF5Z0dg+Y/cOUaGLQaYZ5/YS4RUSgoqhTSBxEREdFMoapuKN3/IsRcKlDiMuCFmpUAet8bGYvcMJZY8Zl/vRN6g26IMxHNDMvkLHzYJW6AlmNw4Y19fwnTioiIpjfmfIiIiIiCS1VVqJbHgQEbWXtV4KxHB5eiwYG6PEjlepg/KMM3fv0AtDren0ikkTSYh0U44UgU4rEGD0ovvhXgKCIiCiTU+R7mfGgysDCNxuzGG2/s+/cf/vCHIecoioKnn34aABAfH48tW7YMOS+QnJz+XWX37ds37NyBBXADjyOi0evstuP0ObGoY9Oa+UE7/65j54RxfkYyFmSmDHuM3ePBi2fPCLHbFxfAMKAANdW/MC1Ax7T3my7iaFu1EPvCgo1INJgBAKrSBU/Pj4WvWxQJxa40XJX1vUHn8++Y5vH50GlzDPv9jEWGX2Fa4xQoTPPvmNbIwjQahldRUGMVi7Ym2jENAC5NuQOl7ighZvAeh6p04GSzuMt2YUYWMqPi4P8RqsE+tm5/e06ch93lgaRKkPxq5S+0tQ2anxxjxrbl4uvny0dKglq8SkRERERERGFk+x0kpUYInXXrcaAjB83O3o19JKeEhP+qQO4lc3H5nWPbtI0o0vzb1dfjucZ8IRanUeBLfTvAEUREREREREQh5HoXcB8WQhc9OrhUGeWOVFSWZiLx7QZsub4QBRtH3oSbaKa4f/mNOOdIRbci3pmTYH4PLvfwzSiIiIgo8rAwjcZszZo12LRpEwDgd7/7HQ4ePDhozs9//nOcO9dbiPL1r38dOp24I+zevXshSRIkScL9998/6PgrrrgCJpMJAPDrX/8axcXFQ67ljTfewMsvvwwAyMrKwiWXXDLeb4toRjtwtByK0l80YTRosWb5nKCc2+nx4p3TYje2HaPolvbqhXOwuF19YwnAPUsvEeYkJ4oFYl09jkEfbD2KDz8reUeIZUTF4b7cdX1jb8/PoYVNmHPKZcDqtB9BK4stx4HewhNZEj9UN3UFr3gsM0YsAmuwhr8wLcMkdkxrHGNxD80sDfYueFRFiM2NnnhhWqw+FuXeS+AbUOMlSyosXc8N6iy4PC0deo0WqUax0LPO1jnq66mqiuc/Ot1/Lb+uaRfaW4c87sbVS4RxWVM7ztY1j/q6RERERERENDWp3jr4rP8jxDp8MkqcZrzR0P9ZMOYlCzQWLz7/43shy/wzDM1sOclJKK7PgtWnEeKrFjajoqQ6wFFEREREREREk09V3VAtPxVidkVCmUcHrypjb8VCGM6oiCprwmd+dFeYVkk0NeVEz0WTJQm1HvHeug3LK3H0VGWYVkVEREThwr+I0rg8+eSTiIqKgtfrxfbt2/H444/j0KFDeP/99/HFL34Rjz76KAAgPz8fDz/88JjPHx8fj+985zsAAIvFgg0bNuCxxx7D+++/j5MnT+Ktt97CQw89hOuvvx6K0nvj+49//GP+kZ9onD44fFEYr1s5DwaDLsDssdlbUg6bq7+aQ5KAa1cuHPYYVVXxzOmTQuzyufMwO04sjvLvmAYAbR1WYfz3qiJUWduF2LeWXAGDprfzmuo5C9nxnPD1eq8GXfIVyI3dMOT6tBoZybFmIdbcZR1y7nhkRE/9jmmdbjucPk+YVkNTXaXfcy5OZ0SC3hSUcy9Kuh8NXvFGJq/jGWEcpdUiL7G3EC7LFC98rd7eNeprnaltxvmG/uIz2e9H/kL74I5pALA6dzayEsXnzKtHzw05l4hosiiqHNIHEUWe6upqPPzww1i4cCHMZjMSExOxevVq/OxnP4Pdbg/KNaqqqvDtb38bhYWFiI+Ph06nQ2JiIjZs2IAf/vCHaGlpCcp1iIiCRbX8GDL6N1JSVeCUW49d9cvhVXtzTZoGGTEvV2PFFUtRuG1ZuJZKNKWsjc7Fvu50ITbP4MLbH/4tTCsiIpq+mPMhIiIiCiL7nwGfuGnKGbceCiSU2lJRcyETibsrceNDVyEzNz3ASYhmJkmSMF+zGKcciUI8xeRE8Zm94VkUEdE0Fep8D3M+NBn4U0XjsmLFCjz33HOIjY2F1WrFY489hvXr12Pr1q34zW9+A6C3KG3Pnj2IiRlcODIa3/3ud/GNb3wDkiTBarXi8ccfx9atW7FixQpcffXV+PWvfw2v1wudToef/exnuPfee4P5LRLNGDa7C8dO1wixy9bOD9r5dxWJxRhr8mYjLS46wOxeRY0NON8mdiK6d9nyQfPMJj2ijGIBXWt7fxGXxePEf5/7QPj60oRMXDurAEBvAZy989sY2PzMqwLHnQm4Zta/D7vGdL/vobk7eIVpmX6vm90uJ2xud4DZoZERFTco1uToCcNKaDrwLwadG50Mya/L4HhdkrARJS4xqRWvacOi+P4isSWpadB+XKyeZY4X5taNoTDt9RMXhHGSX3HdhbahC9NkWcINqxYLsffPlENV1SHnExEREU01u3btwrJly/DEE0/gwoULsNvt6OzsxLFjx/Doo49ixYoVKCsrm9A1nnnmGSxevBg//elPcfz4cXR3d8Pr9aKzsxMHDx7ED37wAyxatAjvvPPOyCcjIgoB1XUYcL0txCq9Why3pONMd1ZvwAvE/7EVkqLic4/fE7TPwkTT3b9svxbPNiwQYnEaBeqs95gvISIiIgoxbkZERNRLVTqgWv9biHX4ZNT7NHApWuw5vRJxx2xI08m471/uCNMqiaa2e5Zdg1OOFNgVMQ8aa3wLbo83TKsiIiKicGBhGo3bzp07cfr0aXzzm99Efn4+TCYT4uPjsWrVKvzkJz/BiRMnkJeXN+7zS5KEX/ziFzh69CgefPBBFBQUICYmBhqNBnFxcSgsLMS3vvUtlJSU4JFHHgnid0Y0sxw8XgmP19c31mplbFg5Lyjn7rDaceBClRDbWbhoxOP8u6Vlx8Zh85ycQfMkSRrUNa1lQMe0/7uwD51uMXn+aMF2yB/fFKQ4XkaUIhaeXPToMD/5u9BpooZdY1q8f2Fa8Lqa+XdMA4BGa3i7pkXrDIjRGYQYC9MokEqrWLA1NzopaOfWSBrYddsHJbXuySvu+/ey1P6dyvw7pjWMsjBNUVS8c7pUiF21UCzabbJZ0e10Dnn8tuV+c7ssuNDQOuRcIqLJ4IMU0gcRRY4TJ07gjjvuQE9PD6Kjo/Fv//Zv+Oijj/Dee+/hgQceAABcvHgR1113HSzj7O584MAB3H///XA4HJBlGZ/5zGfwyiuv4MiRI3jhhRewc+dOAEBHRwduuOEGVFRUBO37IyIaD1X1wdfzb0LMpQIlLgNeru3fTEl/Rgvj8SZcfscGLFiVG+plEk1ZGTFxKG6YBatPI8TXLGnB2cMXw7QqIqLpiTkfIpoIbkZERNRPtf4XoIo57mK3HoCEI205aK9IQNwbpfjG/zwAU8zw9xARzVS5MfPQbEtEnVfcWH7jinIcPVUd4CgiIvIX6nwPcz40GViYRhMyZ86cvoSVzWZDZ2cnjh49ikcffRQmkyngcZdffjlUVYWqqvjjH/847DUKCwvx61//GsXFxejp6YHX60VXVxeOHTuGn//858jPzw/yd0U0s3x4WCy8WLV0DqLNhgCzx+aNExfgU/p3vDXqtLhy6fDd2FrtNrxZJt6McM+y5X3FZP5S/ArTPumY1uzowTPlh4WvXZmxEKuS5wAAVMUKd/ePhK/bFAnlvmVYHH/tsGsEgLQ48brNXcHrmBal0yHRKCa1GsZ5w2cwpft1TWu0d4dpJTTVVVs7hHFOTPAK0wDg0pTPoMojJrV2ZFdAJ/cW2S5NS+uL+xem1Y+yMK24tglNXeLz7vZVy6CTxbfPF9qH7pqWm5aErMRYIbb3LG+oJiIioqnv61//OhwOB7RaLd5++2089thjWL9+PbZu3Yrf/OY3+OlPfwqgtzjt5z//+biu8fjjj0NRFADAf/3Xf+H3v/89brjhBqxevRq33HILXnvtNXzrW98CADgcDjzxxBPB+eaIiMbL8Qpk33khdN6tx/6Oeeh0f7x5kV1C3F/roNXIuP9f7wzDIommtk1JC7G/O12I5RhdeH/f38O0IiIiIqKZhZsRERH1Uz1nAPvfhFitV4NORYMuTxTeKroEye+1Ysv1q7D2usIwrZJo6pMlGdlyPk454oX47Dgbik58FJ5FERERUViwMI2IaAZzub04eFxM9l62dvjCsbHYc1y8YWdLQS7MRv2wx/z9TDE8H9+gCAAGjRa3LioIOD81Sexc9klh2v9d2Ae3MqATnCTj4YIr+8aunv+EQRKLyU65jLg88/Fh1/eJtDj/jmnBK0wDgIwYsfCtwRL+7mTpUWKRTaODhWk0tErL5HVMA4BMUzbOesTOjtFaL7Zk9O62tCwtcMe0OlvXqK7x9imxQHZuSgIWZqYgN1H8Xs63Dd0FTZIkbFki7o7/wRn+cY2IiIimtiNHjmDfvn0AgM997nNYv379oDkPP/wwFi3q7YT95JNPwuPxjPk6H33U+8fIpKQkPPTQQ0PO+f73v9/374MHD475GkREwaIqNngtPxNiPYqEM04T3m5Y1BczntBAX9aG675wJbLyMkK9TKIp73uXX42/N4gbDcZrFMh5e+Hz+gIcRURERETBws2IiIh6qaoPavf3APTfm+RTgbPu3vuZ3q1ZAk2ZFinnWvHQLz8TplUSTR+3L74KRfZ0uFQxHqV/A26PNzyLIiIiopBjYRoR0Qx29FQ1HM7+mwglCdi0JneYI0avsqUDxTVNQmxn4aIAs3t5FQV/LT4lxHbkL0BCVFSAIwZ3TGtpt6Le1oUXqo4L8VvnruwrjlF9jZAdzwhfb/Jq4DPciDjD3GHX+In0eP+OacHtaJYRLZ6/yRrcwrfxyPTrmNbkCH+xHE09Nq8bzU7x+ZAT5MI0AEiOvgNtPvGt7H0LTiPWYMDcuPi+WIZJ/Lm1el2welzDnltVVbxzWuwmuX15PiRJwoKkZCEeqGMaAGxeLBbPldQ2oyXIRaxERIEoqhTSBxFFhldeeaXv35/5zNB/cJdlGffddx8AoKurC++///6Yr+N2uwEAOTk5AefExcUhOTlZmE9EFA6q7TfQqGJn8BK3Hm82LYFH7e3mLXVoEPdcDaLMBtz7vVvDsUyiKS/VHI3TTdmw+TRCfO2yNpx4vzhMqyIimn6Y8yGi8eBmREREAzj+DnhLhNAFjw4OVUaNIxHHT81H4jv1eODf7kJCalyAkxDRJ5bELkKTIx4NXp0Q37TqIo6drg7TqoiIppdQ53uY86HJwMI0IqIZ7MMjYuHFsoWzkBBnDsq5/bulJUabsD5/zrDH/KOyHI1+BVifWnbJsMekJA7umPY/Fz6AR+3f2Ugva/Dggk19457OH0Ir9e/Cq6jAKVcsNqQ/Ouy1BkqLH9wxTVXVALPHLi1aPH+TNbiFb+ORbvLrmGZnxzQarNraLowlANnRiUG/zrrkm3DRZRJia5KasSHLDEnq/+Dk3+kPGLmosrSpHY2d4nNu+/LebpL+hWmlHeL3O1DhvCxE+3WJPHiRSTciIiKauvbv3w8AMJvNKCwsDDhv8+bNff8+cODAmK+zYMECAEBlZWXAOT09PWhraxPmExGFmuprgc/2lBBr9mpwypaIoo6P81wKYNovQVvfgdsevh4JafGhXyjRNHFFegH2d6cLsRyjC/sPvhCmFRERERHNDNyMiIiol6pYoVqfFGI9ioQyjw4+VcJb5UthOu9Djk/F1Z/dGqZVEk0vWlmLLGk+ih1iIWdeYg8OHj0WplURERFRqLEwjYhohvL6FOw/UibENq+bH5Rzq6qK3UXnhNi1KxZAqxn+184zp08K42Vp6ViWlj705I/5d0yrd3Xh1Rqx69qdOauQ9nFxiuIuQbTnPeHrVV4tshO+Dp08+qK8tDjxuk6PFz2O4bswjUW6X8e0Zlv4uyyl+3VMa2THNBpCpV9hWoYpDkaNLsDs8TNpTahV18I7oB5UloBb5oqvPUaNDgl6sYCtyTF8UeWB81XCODMhFvkZvX8gm58odn+r7BR3zR9Ip9Vg3fxsIXasvH7YaxMRBYuiyiF9EFFkOHeu971UXl4etFptwHkLFy4cdMxYPPjggwCA9vZ2/O///u+Qc/71X/910HwiolDzWH4BDfq7BKgqUOzS45XaS9C7FQsgV+sR82YlElLjcOvDO8OzUKJp4p83bsNzjWIOOl6jQLfoANxO3pRMRDQazPkQ0XhwMyIiol6q7X8BRfwb/2mXAQoklNlSUVEyC/HvVuMzP7wTGq0mwFmIyN+di67FEVv6oHt4NOqb8Hh8gQ8kIiIAoc/3MOdDk4E/VUREM9Sps3XosTqF2GVr8oJy7pNVDajvEIuWdhQuDDC7V0VnBw7U1gixkbqlAUCqX2FaQ3YXfAM6l0VpdHggfyOA3oK5ro5/woBmSvCowAXPbCxOuHPEaw2UEmsWzgMATV3B62qWPqhjWvgL0zL8Ok+NVNxDM1OVX2Ha3OikADMnbmnSZ1DvFW+YXpGwd1D3Qv+uaSMVVe73K0zbuHBuXxe2nIQE4WvtDge6nI6A51qVO0sYH6uoG/baREREROHidDr7bgqaNWvWsHMTEhJgNvdu7FFbWzvma332s5/t24H7y1/+Mh544AHs2rULx44dw0svvYSbbroJ//Ef/wEA+Od//mdceeWVY75GXV3dsA9FUUY+CRHNaKq3HLLjJSFW7dXiYPcs1Dk+7gzukBB9wAtNczfu+e4tMMVEhWGlRNNHvNGEM005sPnEm/vWrWzH4TeKwrQqIiIiosjHzYiIiADV1wbY/iTEGr0atCkaeBQZb15YjtjTDixIicOmW9eFaZVE09OS2EWocySiySe+z7hs7QUcO10dplURERFRKAXONhARUUT78HCpMM6fl4b01LgAs8dml1+3tJzURCyelTbsMX8uFrucxRuN2DF/5B3SkhP7C7i8cQpcc8VdVu7NXYNkY+8ct+NdxOOC8PVSjw6r0v8NkjS2Wm2dVoOkaBPaLPa+WHO3FQsyU8Z0nkDSzFOvMM2/Y5rN64bF40SMzhimFdFUVGURC9NyJrEwLUO/BHvt8ZgT19YXi9d0Ad4zgK6gf15UHM51N/WNhyuqtDndOF4pdjW7dOHcvn/Pjo2DVpbhHXAjc0VnJ1ZmDH3zoX9hWl17N5q6LEiPjxlyPhEREVG4WCz9G21E+22UMRSz2QybzQbrOD6raDQa/OlPf8LOnTvx7//+73jqqafw1FNPCXO2bNmCxx57bFxFaQAwe/bscR1HRPQJa+cPYZb6Nz7xqsBplxG765f1xbQXjDB9cA6ps5Nw7QPje70imml2ZF+C/T1v46qE/vzLXKMbTx15CZtuWh/GlRERERFFpvFsRmSz2ca9GdH+/fvx9NNP48tf/jKKiopw/fXXIyMjAzU1NXjmmWfwyiuvAJjYZkTD4WZERBSIav8DAFffWFGBM249AOCsJQtN51KQ9cE5fOnvD0OW2e+BaCy0shaz5QU45yzGrOjOvnhBejueeOkk1hfOC+PqiIiIKBT4DpqIaAZSFHVQYdrmtfODcm6314u3Tl4UYjsKF/Z1GxqK3ePBi2fPCLHbFxfAMMxubZ+Ij42CVtv768yxzA0MuEy01oDPzr8UAKCqXti7vi8c61AkNEqXIs20asTrDCXNr7AkmB3TMvxuBO12OeH0eoJ2/vHw7zoFAI12dk0jUSg7pp1vb8OemgWwK+Lri8Pye2GcbvLr9mcP3DHtSFktvL7+P1hpNTLW5vXf1KzTaJAdJxZpVnR2BDzf/PRkxEYZhNixcnZNI6LJpQJQIIX0oY64KiKa6pzO/o7aer1+xPkGQ+97HIcjcPfY4Zw7dw5PP/00iouLh/z6wYMH8bvf/Q719fVDfp2IaDIpriKYfQeFWLlHh91Ni2H19m7QI7VpEX3UAW2HFXd95yboDbpwLJVo2vnGmsvxQkO+EEvQKIgqOApbjz3AUUREBDDnQ0TjM57NiABMaDOi559/HsuXL8dTTz2F66+/HqtXr8Ytt9yCV155BVu2bME777yDH/3oR2M+P9C7GdFwj+5u/v2aiAZTlW7A/lchVuvVwqrKcCpavFG8HDFnHdi8cRGWXbY4TKskmt7uWHA1jtjSoAz4EKGVVXic78Dj8QU+kIhohgtHvoc5H5oMLEwjIpqBzpc3obVDTCRvXhecwrR956rQ43AJsetWLhz2mDfKLsLi7j9GAnDP0ktGdT1JkpAUb4Y3wQf3HPFD7Kfz1iFe39vFqKfnT4iTxYKZM24DNqT/y6iuM5TUWDFx39odvK5madGDuymFu2uaQaNFksEsxBodgQt8aOZRVRWV1jYhlhOdPGnXO9faikMV81HhEW+cll1vQVXdfeN0o1iYNtzP7YELVcJ4ZU4WzEbx/LkJicK4orMTgciyhJXzsoTYsQoWphEREdHUYzT2d0J2u93DzOzlcvV+houKGrpz7HD27duH9evXY9euXcjKysIzzzyDpqYmuN1u1NbW4r//+79hMpnw7LPPYs2aNThz5szIJ/VTW1s77CMuLjgdw4ko8qiqiq6O/yfEXCrwkS0BH7Xm9QZ8gO6sHlEHypEyKwlXfXZrGFZKND3FGaJQ0pwDu6IR4uvXduLAK0fCtCoiIiKiyMXNiIiIANj/DKi2vqGqAhc9vZsMneicg57KBMQdrMXnf3xPuFZINO0tjluECnsyWn3ibemXrz+LY8XVYVoVERERhQoL04iIZqAPDond0rIzEzF3VnC6Gu0qOieMV87LQlbi8Df8/f2MmJS+bM5czB7DTYJJCdFwLBW7icXpjPh03joAgKrYIdt+KXy92ydDNd4Dsy5j1NfxlxrnV5jWYwswc+yi9XpE+/1hINyFacDgrmlNDu44R/3aXDbYvOJNzJPZMe1sawucLgP2dorPY73kgep8t2/s3zGteZjCtMOltcJ4w4I5g+bkDCpMC9wxDQBW5c4SxkXl/EMbERERTT0xMf2bY4xmR2ybrffzz2h22h7I5XLhrrvuQnd3N9LT03Ho0CHce++9SEtLg06nw6xZs/DQQw/hww8/hNFoRENDAz796U+P7ZsBMGvWrGEfssy0KBENzWl/HfGSuKHIebcef6laDRW9HbvlGgOiT/dAY3Hgjm/fyG5pRGN0w9yV+KgnVYjNi3Lh4P49YVoRERERUeTiZkRENNOpig2q7U9CrN6ngU2V0ek14Z1TyxB9xobbbt2ArLzx30NENNNpZS1ma5eg1C3+3Wjl3Gbs/agkTKsiIiKiUOEdGEREM4yqqvjgsFiYFqxuad12Jz48WynEdhYuGvaYis4OHG0QizRuX7J0TNc1pGnhni12S/vs/A2I0fUm2Zs7HodZFru4FbvjUJj6tTFdx19qnNg9rCWIhWkAkG4WP6hPjcI0MZHPjmk0kH+3NL2sQYZp8v74c7atFQDwZvlitPntuGS1/F/fv/1/bpsc3VDVwc2o23psqGoVu5+tmz970Lx58QnCeMTCtHliYVpVaye6bOPbZZKIaLR8qhTSBxFNf0ajEUlJvZsK1NUN3+G1s7OzrzBt9uzB75eG8+abb/btiP3Vr34V6enpQ85bsmQJ7r33XgBAUVERTp06NabrEBGNh6r64Or+gRCzKxKeblyERmd8b8AhQVeqhfFQBZKzEnHN59gtjWisvr76cjzfkC/EEjQKTCuL0NXKjbCIiIbDnA8RjRU3IyKiGc/xHKB2CaGLbj0UFdjfMh+uKjPSj9Th7u/eEp71EUWQ2+dfjaP2ZCEWpVHQ3f4+vF5fgKOIiCjU+R7mfGgy8NM4EdEMU1nbjrpGsfBi89rgFKa9deoiPL7+D5E6jQbblw9/7r+fFXdESYqKwhU5uWO6bk16BzDgfZJO0eDueWsAAD5vE+I9zwvzm70aZCb+E7Ty2Hd5GyglVkzGt3QHt3AsLdq/MM0S1POPR6Zf56lGO28UoX5VlnZhPCc6CbI0OR9iXF4vyjt6r3ehIQtnnWKhqNl3DqqvBQCQ4dfpz+7zoMfjHHTOY+XiDdhmgx4LMlMHzZvn1zGtursLXkUJuNb8zGQYdVohVlLbHHA+ERERUbgsXrwYAFBWVgav1xtw3vnz5/v+vWjR8JuR+Dt3rr/L9sqVK4edW1hYOOQ1iYgmi6Xn94iVxU14jjhi8Fbjkr6xXG6EubgdssPd2y3NqPc/DRGNwKzTo6QpDw5F/DPlxi1d+PD5Q2FaFREREVFk4mZERDSTqaoDqu33QqzJq0GPKqPCmYric3MRd6QDn/7aDsQmxgQ4CxGN1qK4hThvTUOH3+bSmzeWoKi4JkyrIiIiolBgYRoR0QzzoV+3tNTkGCzITQvKufcUnRPGly/JQWyUMeB8j8+Hl86dEWI3LlwMvUYz6ms22rtRZmgVYtntiYjWGQAA9W3fhV7qLxhRVeCcdw5yY28Y9TUCSY0VC2Fae4JbmJYeLSa9mm1Tr2NaEzum0QBVVrEwLSc6adKuVd7ZAd/HXc9UVcbrjfPgHdAETZIAj+1ZAEBqVCz8y+OG+tk9ViH+MW7lvCxoNYPfLuf6FaZ5FAW1PYGLNHUaDRZmpQixktqmgPOJiIJBUeWQPogoMmzcuBFA787YRUVFAed98MEHff++9NJLx3QNrba/YH+44jcA8Hg8Qx5HRDQZVNUJ2fakEOv2yfivqkKoH3+qlDq0MNRqEHWsCkmZCbj281eEY6lEEeHmeatw2CLmS+ZH27H/7bfCtCIioumBOR8iGg9uRkREM5btGUBpEUIXPDrYfXoca5sL92kz5pR34YYvXxWmBRJFFo2kQZq0FJUecbP49fPr8Y+PzgU4ioiIQp3vYc6HJgN/qoiIZhj/wrTL1syHFISORnXt3The2SDEdhQuHvaYvVWVaLPbhdjti5eO6bp/KDsIRRpQjeIF4it7P9w63OXIUD8U5td4tShI/VFQvueUOLGjWYfVAU8Q246nD+qYNhUK08TOU00OdkyjfpV+hWlzJ7Ew7WK7eK2ShlWo84o3K7vtf4GqqtDLGiQZxOdT4xA/u0f9Oqatzp015LUToqKQYBSLbis6O4Zdb0G2uCtkSQ0L04iIiGjqufHGG/v+/Yc//GHIOYqi4OmnnwYAxMfHY8uWLWO6Rk5OTt+/9+3bN+zcgQVwA48jIpoMHR0/hkl2C7F/WBJxviezd6AAcoUB5hPNkNxe3PEou6URTcSXCzfh+YZ8IZaoURCz/jSaq1sDHEVERERE48HNiIhoJlKVLqi2/xNiLT4ZnYoGxbZZqDmTibiDTfj8v9zOHA9REN254Bocs4v3C8XqvWio+xDeIN5XR0RERFMLC9OIiGaQhuYuXKwUdwLavG5+UM6957i4k1mcyYhNC+cOe8zfzxYL4xXpGZifNPpClk6XHS9UHRdixjItupsdAIDGtsegGVB/5lOBaqxAqmnVqK8xHP+OaQDQZrEF5dwAkGb2L0yzBO3c45Xh1zGt0dEDRVUDzKaZpjqEhWmlHW3CON04H2ddYvGXCZ2A53Tv1wcVVYod09otdlQ0i8VlqwIUpgHAPL+uaVVdXcOut2C2uLbimmaofO4QEVGIuFwuNDc3Q1GUkSfTjLZmzRps2rQJAPC73/0OBw8eHDTn5z//ed8O2F//+teh0+mEr+/duxeSJEGSJNx///2Djr/iiitgMpkAAL/+9a9RXFw8aA4AvPHGG3j55ZcBAFlZWbjkkkvG+20REY1IVbpgdj8rxFq8Mn5VuaZvLDXoYWgCDKeqkZiRgGsfYLc0ookw6fQ41bQADkX8U+Xl13Xi/WcPhGlVRERE0wtzPjRa3IyIiGYi1fYUoIr32Zxx69HpNaG0Mw3uo3os9Em44p5NYVohUWRaFLcQxZZ0WBRx0/hNG0pwvKQ2TKsiIiKaPqZrvoeFaUREM8iHh8uEcXxsFJYtzJrweVVVxe4isd321ZfkQ6fVBDym2WrF+1WVQuz2xQVjuu6fKw7D4evfTQ0KYDynQ2e3He2Wk8iWTgjzKz06rEj9lzFdYzhxJiP0ft9jS0/wCtMyomOEcfMU6JiWYRIL0zyKDx2u4H3PNH0pqoo6e5cQyzYnDj05CEr9OqblJyZBNt4Em19iy2b5LYAhCtPsYse045X1wthk0GFRVmrA62fHxQvjmu6uYde71K9jWofVjqau8BebElHkUlQppA8KD6vVitdffx2vv/46rEO8V2xra8Mtt9yC2NhYZGZmIiEhAQ8//DBcLlcYVkvTxZNPPomoqCh4vV5s374djz/+OA4dOoT3338fX/ziF/Hoo48CAPLz8/Hwww+P+fzx8fH4zne+AwCwWCzYsGEDHnvsMbz//vs4efIk3nrrLTz00EO4/vrr+xKtP/7xjyHLTGMS0eRpafsO9JL4x51XO2ehyZnQO3BLkKv1iD7WAMmr4I5Hb4AhyhCGlRJFljvyVqPIKm5stDDBhgNvfBDgCCIiYs5nZmDOh4KNmxER0UyjKl2A/S9CrM6rQbeiwXl7BhpKUhH3YS2+8JN7mXsmCjKNpEG0dymqPWL+dNOSGuw9dDFMqyIimtpCne9hzic8Ij3fw37oREQzyIdHSoXxxtV50GgmnmA5U9uMqtZOIbZj5aJhj3nx3Bmh05ZJp8N1+QtHfU2bx4W/lB8RYvoqLTS23u+nreMxJAz4fOtVgQ7tFcg35I36GiORJAkpsWbUd/R3XmrtDl7xWFq02DGt1W6DV1GgDWNSLMUYDRkSFPT/v2t29CDZGD3MUTQTtDgt8Cg+ITY7OmHSrlfaIRamzU9KxqbU+1De+FssMzj74jr3P6CqTmT6FVXW2MTXrJNVDcL4kjmZ0A7z+pgd53e+7u4AM3vNTopDbJQBPY7+DwnFNU3ISIgd5igiIqLhvfjii/jMZz6DWbNmoaqqSviaoii45pprcPz48b4unRaLBb/85S9RVVWFF198MQwrpulgxYoVeO6553Dvvfeip6cHjz322KA5+fn52LNnD2JiYoY4w8i++93voqOjA08++SSsVisef/xxPP7444Pm6XQ6/Pu//zvuvffecV2HiGg0FE8dEn3/AAb8Da7Go8Xvqlb1jeVqA4xtCnRn6pCYHo/rvnBlGFZKFHm+sGIjvvNRHjbGtvbFkjQKYteWoKmqBelzA28aREREFMmY86HJ8OSTT+LSSy+Fw+HA9u3b8dhjj2HLli1wOBx49tln8Zvf/AbAxDcj+v73v9+3GdFXv/pVbNu2DQkJCWhubsarr76K3/72t9yMiIgmn/0ZQO3fZFlVgXMfd0srb0+FslfGqnlpWLV9eRgXSRS5Pr14J4qa30CBof9enDSTE2VlH0FRtkGWWRBBREQzT6Tne/jpnohohujosqH4vNgR6LK1wSnS2uXXLW1WUhyWz80IOF9VVTx/tkSIXTd/AaL1+lFf8+9VRej2OIVY1JneXdvmL2pCnl7sDlfh0WNZ6uAbKicqNVYsyApmxzT/wjSfqqLNHt7uZBpJRopfEVqzk12fCKixdQhjo0aLFMPkFCw6PJ5BHcrmJyYhRh+HMu9iDKh5hU7yQnW8iXkxycL8ckurMD5V1SiMh3sNA4A5Y+yYJkkSCmaLXdNKapqGPYaIaPwkKCF+CHdyU8i89dZbAICbbrpp0A0czz33HIqKigAAK1euxDe/+U2sXLkSqqrilVdewZtvvhny9dL0sXPnTpw+fRrf/OY3kZ+fD5PJhPj4eKxatQo/+clPcOLECeTljf/zpCRJ+MUvfoGjR4/iwQcfREFBAWJiYqDRaBAXF4fCwkJ861vfQklJCR555JEgfmdERIM1tX8DmgFvZRQV+HNLHizeqN6ARYbcoIX5UB0kRcXt/4/d0oiCJUqrQ1HdIjgV8fPEFXd2Y9+Lh8O0KiKiqYw5n5mCOR+aDJ9sRhQbGwur1YrHHnsM69evx9atW4WitIluRvSNb3wDkiT1bUa0detWrFixAldffTV+/etfw+v1QqfT4Wc/+xk3IyKiSaEqXVBtfxJidT4NbKqMUkcaGorTEL2/Gg/85F5IEt/rEE2GRfELUdSTDodfzmft6jM4c7EhwFFERDNV6PM9zPmER6Tne9gxjYhohth3pEwo1jBF6VG4dM6Ez+vx+fDmyQtCbMfKhcMmb47U16Har4jj9iUFo76mW/Hhj2WHhFh0swHa7t5f1F++6wAGXt6jAg7DrTBpxaKQYEiJMwvjliB2TEuKMkEny/B8vGMcADRbrUiPHt8fAoIlLSpWKEZrdvQMM5tmijq/DmSzTAmTlsQt7+wY0LOvV15iEgBgdtyn0eo6iVRN//PGavkdcmN+JcyvtLb3dSB0e704V98ifH35nOEL02b7dUyr6+mGT1GgGWZXxyXZafjoYnXf+HxDa8C5REREo1FSUgJJkrBhw4ZBX3v66acBAIWFhfjoo4+g1Wrh8XiwadMmHD16FH/6059w9dVXh3rJNI3MmTMHTzzxBJ544okxHXf55Zf37eA1ksLCQhQWFo5neUREQeH2lCJVPS387e2i24Dnavt3y9ZUGGFs90FX2oCEtDhc98VtYVgpUeS6M38DTtlfwdro/k2PClJ78O+v7cdtD+8M48qIiIjChzkfmiyfbEb05JNPYs+ePairq4Ner0deXh5uu+02fOUrX4HJZBr3+T/ZjOjee+/FU089hf3796O6uhp2ux3R0dHIy8vD5s2b8cUvfhH5+flB/M6IiPqp1v8CVPE+lotuPaw+Ay62pUN6H9h6RQHyC3PDtEKiyCdLMmBfijpvCebr3X3xy1eU442DpVi6MCuMqyMiIgqPSM/3sDCNiGiG+OBwqTBev3IeDPqJ/xo4eKEaHVaHENtRuGjYY/7u1y0tNyERK9MzR33NN+pK0OLXpSuvPRm16ELBJXVYmdQufK3ME4UlWd8c9fnHwr9jWmtP8ArTZElCqjka9Zb+hFmTzYrlwxwTCqlGsTCOhWkEALV+hWmzzQmTdq3SdvE5Pjs2DiZdb8fEwsRt2F8Vg1RTd9/XzcoF5MWK5/AoPtTaOpETk4Tz9a1we33C15fOGb6QNduvY5pHUdBksyIrJnboAwAszEwRxhcb24a9BhER0UhaWnoLq3NycoS4x+PBhx9+CEmS8OUvfxlabe/7fp1OhwcffBBHjhzBkSNHQr5eIiKiqaap9auYNWB/EZ8K/LZhCbxq7+9OqUULuVMD85EqSCpw+/+7AUYTu6URBdPnLlmPHxzOw9ro/venyRoF2vmn0FLbhtTZyWFcHRERUXgw50OTiZsREVEkUz2lgP2vQqzeq4FFlVHmSEPjqTREFzXgc/seDNMKiWaOzyy9AcXtb2C+vn+j6JxYK06cPgJV3cyOhURENONEer4ncEsHIiKKGBabE0XFNULssrV5QTn3rqJzwnjZnAzMSQlckNLjcuL10otC7PYlBaP+sKmqKv7k1y2tMCkbObrego+Hbv9I+JpbBWTzA9BrxO5GwZIS698xzRbU86dHi4VvTVZLgJmhkx4lFt40O8O/Jgo//8K0WZNYmHaxQyzomv9xtzQA0MpatEib4R3wdzFJAkye15CoF3d4rLD0diw7Vd0oxHPTEhEbZRx2DclRpr5iuE/UdHUNe0y+X2Fau8WONktwXzOIiAAAKqCoUkgfg1pZUkh0dPR2ldDr9UL86NGjcDh6N4/w3zHpk52Im5qaQrBCIiKiqcvqKEKmVCHEzrhMeLNpQe/AB8hVRhjbvNCWNSI+NQ47HtwehpUSRbYorQ4HqwvgUsT88LbPd2H/S4fDtCoioimKOZ8ZgzkfIiKi8VGtTwLo35TWpwJn3Ho4FS3OtGYBe4Hrb16DjHlpYVsj0UyxLHExDvekw+33maJgyWlU1HAjZyKiPmHI9zDnEx6Rnu9hYRoR0QxwsKgCPp/SN9brNFi/ct6Ez2t1uvB+SbkQ27Fy4bDHvHbhPFw+b99YK8u4aeGSUV/zaHs1znWLv2A/nbcOyQlmrFxXiYK4LuFrpZ5ozE/43KjPP1YpcZPXMQ0YqjAtuOcfj9Qo/45pLEyjwYVp2SHsmDY/KUkYFyZ/FnVesSOky/5X5MaKhWHlnxSmVYmFacvmZIy4BkmSMDtWLHit6e4a9pjZSXEw6sR1lbJrGhERTYDJ1Ft0/cmuSp/48MMPAQB5eXlISxP/uBoVFRWaxREREU1x7R3fhDygDsarAr+sXolP/mwi1eqhsUkwHamFpAK3fmsnu6URTZI7F2xAiUPMs1wyqxv7XjoYphURERGFF3M+REREY6d6KwDXO0KszKODXZVR7khFw/E0JJS04lPfvzVMKySaWWRJhq1nCRr97t+5ck0p9h0pC9OqiIiIwifS8z0sTCMimgHePyh2KFu9fC5MUfoAs0fvndNlcHn7dxrSyjKuvmTBsMf8/WyJML4iJxfJJlOA2YM97dctbbY5AVszFiAp0YyHbhK/5lQkGKK/Aq08eb+YU/07pvUEt/tRmtmvCGwKFKYN6pjm6AnTSmgqqQthx7TSDrEwLT8xWRjPi16Esy7xDboZ7diQ4BZiZZbeorDTNWJh2vJRFKYBwJy4eGFc09M97HyNLGN+hrjWiyxMIyKiCcjNzQUA7N27V4i//PLLkCQJl1122aBjWlt7C7NTU1MnfX1ERERTVavlHcySxY2PTjhicbhjTu/AKUGuN8DY6oG2ognmOBN2PLgtDCslmhnuX74Ou1pzhFiK1gdf0gm0N3YGOIqIiChyMedDREQ0dqrtKQxs/eFRgVKPDh5FRnHLbEj7JNx6z0bEp8QFPgkRBdWnFl2Pc07x3rdFSZ04eLQoTCsiIiIKn0jP97AwjYgowtkdbhw+USnENq+dH5Rz7yk6J4w3LpyLhOjARWDnWltQ0tIsxG5fUjDq61VbO/CPxgtC7FO5a6GRZCRnf4T8aLFzV6k3Brnx94z6/OOR6tcxzeJwweH2BO38U7FjWprRrzDNycK0mc7mcaHDbRdis02TU5hm93hQ61cA5t8xTZIkqMYbYFckIb4xVixeLbe0os1iQ2On+Noxmo5pAJAdN7aOaQCQ71+Y1tA6qmsREY2VosohfVB4bNu2Daqq4n/+53/wxhtvwGq14r/+679w9OhRAMDOnTsHHXP69GkAQGZmZkjXSkRENJXYur8Hya9b2uMVa/vGcoURGhcQdbQOkgpc/9BVMMeOfmMlIhobs1aPf1QuhVsVcznbvtqJAy8fCdOqiIimJuZ8ZgbmfIiIiMZG9TUDjleFWIVHBy8klDvTUFuUifizbbj9kcG/Q4lo8qxJvwSHrOnw9deMQpaAzOyTaGwZfvNnIqKZJNT5HuZ8wiPS8z38qSIiinAfFVXA7envaqbRyNi4Jm/C523qsuBIea0Q27Fq0bDH+HdLSzdH47LsuaO+5p/LDw/Y2wiI1hpwc/YlUFQFi1OfFebaFQnRMd+ERjaM+vzjkRobPSjWFsSuaYMK02zhL0xLjRJ3srF53bB6XGFaDU0FtfbBO1dPVse0Mr9uaRKA3ITEQfM2pnwKVR6xM2SO9gg0UPrGFZZWlNSKxbJReh3mpQ0+31Cy/TqmVXePnDQb1DGtgR3TiIho/L7+9a8jNjYWFosFO3bsQFxcHL7xjW8AABYtWjRk0mrPnj2QJAkrVqwI8WqJiIimhsaeVzFb0yHEDtkSccHy8U6DXRpIHdq+bml6ow43ff26MKyUaGa5PmctzjnEXOjKvC7se/GjMK2IiIgofJjzISIiGhvV/icA/ZtI+9TewjSnosXx5mzIHwK33nMpouPN4Vsk0QykkTRo7spHi08jxLevv4B9R8rCtCoiIqLwiPR8DwvTiIgi3N6DYoexVcuyERttnPB5Xz9+HuqAKrFoox6bF88LON/l9eKV82KHtVsWL4FGHt2voh63Ey9VnxBit81dCbPOgHNtf8Ycg1gQcspixuzoW0d17okwG/UwGXRCrLk7eMVjaX6Fac1WC9SB/+HDwL9jGgA0O9g1bSartYmFaWnGGBg02km5VqlfYVp2XDyidLpB8xIMSbjgzRdiUbIb6+Mb+8ZOnxeHaqqEOYuyUkb9uuRfmFY7isK0/MwUYVze3AGPzxdgNhHR+KgAFFUK6SO8705mroyMDOzatQvp6elQVbXvMW/ePLzwwguQJLHjRHl5Ofbt2wcAuPLKK8OxZCIiorBz9/yb0C3NowI/Kl0HAFBVQFNhhMYNRB2rgwTg6s9uRUJq3NAnI6KgeXDlJrzdkS3E0rRedLiOo5M7aBMRAWDOZyZhzoeIiGj0VKUHsP9NiNV4tXBBwgV7BuqKMhF/vh13sFsaUVhcn3MdLrrFotAVGS348ODpMK2IiGhqCUe+hzmf8Ij0fM/k3DFMRERTgsPpxsHjlUJsy/oFEz6vqqrYVSQWmW1flg+jLvCvlbfKS9Htcgqx2xYXjPqaz1cVwe7r391IhoR7ctdAURUYHf8NDGiMZFck/OXl1cj7vAtpyZPbMQ3o7ZpW1dpfmNMazI5pZrE7mcPrRY/LhTjjxIsLxytKq0OczohuT///z2anBbmxKcMcRZGszq8wbbK6pQFAabvYYWx+YlLAuSkx96DT8xgSNP1d0j6deR77u7L6xgfbK4RjFs9KG/VasuPEGxO7XU70uJyINQR+fub7dUzz+Hyobu1EXnpygCOIiIiGt2nTJlRWVuLAgQNoampCRkYGNm7cCK128HvzxsZGfO973wMAbN++PdRLJSIiCru67ucwS9MlxPZbklHr7P0cK7VqIdk1MLa4oa1ogqyRcevDvGmJKBRi9Ua8XrkU38w6A+3Hf3uVJWD7t7vx0StHcN0XtoV3gURERCHGnA8REdEo2f8CqP336agqUObRweoz4HTLLMj7Jdxx/yaYY01hXCTRzLUtewOeKEnBZVE9fRuG6WUVpphj6Oy+AwlxfG4SEdHMEcn5HhamERFFsIPHK+Fye/vGGlnCpjV5Ez7vxcY2lDWJXYt2FC4c9pi/ny0RxutnZQ/qNhSIV1Hwl4ojQmx71iJkmeJR3PpXLNGLRTGne8woLspF+y02pCUP7u4VbCmxZqEwraUneB3TUs3mQbEmmzWshWkAkBYVKxSmtbBj2oxW41eYlm1OnLRrXfTrmDY/KXBh2rrkHSiq/hHWRvU/J9fENsOs8cDm6+2yVqm2AIjq+/ri2aMvTMuMiYUECLuH1Pf0IDYl8PMzzmREWly00FmxtLGdhWlERDQher0eW7ZsGXHexo0bsXHjxhCsiIiIaGryWX4KacBfRdwq8KOy9QAAVQG01UbILhVRRb3d0rbceSkyckb/OZGIJmZz2hqUu17DAqO9L7ZmaSf+778PszCNiIhmJOZ8iIiIhqcqXVBtTwmxep8GNlXGWXsmGk6nI7m0A7f97bowrZCI9LIeVV3z0ZZUiZQBG0tv33geB46WY8eVS8O4OiIiotCL1HyPHO4FEBHR5Hn/owvCeOXSbMTFRAWYPXq7jond0jISYlA4b1bA+bXd3fiotkaI3b5k9N3S3m44i0a/wqf7ctdBURUYHP8lxJ0q8PSLa6AqMto6glcgNpyU2Ghh3NodvI5pBq0WSVHi/7Nma2i+r+GkRYkFf01OFqbNZIM7psVP2rVK2/0K0xIDF3TpZT3q1HVQBlSOaSUV1yX3d0nzmD1Qjf2JryWzUke9Fr1Gg1Sz+Pyvt4z8XMhNE4vpKls6Rn1NIqLRUiCF9EFEREQ01VV3/gmztRYh9kFPKppcvTkOuUkHySUjqsUDbUUTAOCOR28I+TqJZrKvrbkcewd0ugeAWQYXqmuOoafdEuAoIqKZhTkfIiIion6q9X8BVfy8WOrRodNjwsWOdKiHZNx132WIip74vVJENH5bsq5BhVt8Hq7Pqcf7B06HaUVERFNLqPM9zPnQZGBhGhFRhHK6PDh4vEKIbVm/YMLn9SkKXj9xXohdt3IhZDnwG5UXzond0mINBlyVO/rObX8qOySMlyfMwoqk2Tjb/gry9GKRyunuGJScyAUAtHWGpoArNU7sahbMjmkAkOZX+NJoDf9NGKnGGGHc7Aj/mih8av0K02abEyblOja3e1DhV/4wHdMAYEnS59Dk0wixuzMuCmM1xQMAMBl0mJMytrVnxYjPhdEUpuWkiddgYRoREREREdHkU23/KYzdKvBvn3RL8wFyjQEalwrjx93S1u0oRM7SOWFYKdHMlWyMxiuVBfAN2GRIIwHbH+vGR68dC9/CiIiIiIiIaMpRfU2A/c9CrM6rQbeiwRl7FprOpSDpQhdu/ca1YVohEX1ix5zNOGYXN56O0ijQyIdgd7jDtCoiIiIKJm24F0BERJPj8IlKOF3evrFGlrBpzeiLwQKet7QWrT1iR7AdKxcFnO9TFLxwVixMu2HBIhi1ulFd70R7LU531guxT+etg6qqkG2/AAz9cbcKPP3yKkDtLZJr7wxe57LhDOqY1hPc66ZHx+BsW2vfeCp0TEv365jWwsK0GcunKmiwdwmx2ebESblWWYdYiCpLEnIThr/WotiVeLctEZna/ufQ/KgeZBqsaHD1PneVFA+kWj0WZaVCI49t34bM2Fgcb2rsG9f3jFyYNi9VXHNlS2eAmURERL1++MMfTsp5v//970/KeYmIiKaays6/I1sj5i7e605Hq7v3c6Fcp4fklWFsdkNb+XG3tG/fGOplEhGAgti1qPW8gbl6Z19sw/oOPP31g7j6M1vCuDIiIqLgY86HiIho/FTb7wH0F7QoKnDWrUeTOxZ11kT43tfh3rs2wmgyBD4JEYWEWWvCha4ctMXXIlmj9MW3bz6Hg8crcMWlC8O4OiIiouCaqfkeFqZNI1u3bh0yLkkS3nvvvRCvhoimun98JHYEumTJbCTEmSZ83t1F54TxolmpyE0P3LFoX001Gv0KqW5fXDDq6z1dLnZLy4iKw7bMRTjX8QYW6JuFr11wxKC4KLdv3NYRno5prd1B7pgWLRa+NdvCX5jm3zGtyTlyMQ5FpiZHDzyqIsQmq2NaWafYWSw7Lh4G7fBvZyVJgk13Ddzq09APaOx4e9oF/LKmsHdgUgCzgsWz0sa8pqwYsUiz3jJykWaOX2FaVUsHfIoy5qI4IqLhKGrgbrY0/fx//9//B0kK/v/TqZ60mkmY8yEimlwe688hDdgjyaMCPy5f+/FAgtxggMapwniit1va0k2LUMCbIYjC4lvrtuIflf+LuclVfbEckwPnTxbB2mVDdLw58MFERDMAcz6RhTmfyMecDxHR5FCVDsDxnBCr9mphV2Wcs2ei+WISkk6345anrwnTConI34qk7ahyH0ZylKMvtiG3Dj/+8ykWphHRjMd8T2SZqfkeFqZNI3v37h30Q6qq6qT84BLR9OZyefBRUbkQ27I+f8Lntbs8eLe4TIgN1y0NAJ47UyyMl6SkYknq6Io/6u1deLteLIS7N3cNNJIEn/VnkAZsauRRgQu1t0BV+ws7QtUxLdWvY1pLjzWor8+pZr/CN1tovq/hpA3qmMbCtJmqziZ2+zJpdEjUT7wIdiiVneK1chNGVwC3PvUzqGn5G/L0nr7YTWmV+GXNSgC9z1MlxYNFWSljXtPgwrSRnwv+hWkurw+NnRbMSoob8/WJiGjmUFV12K9LkhSUORQezPkQEU2esq49mKcVP0/utySj7eNuaVKNHpJPQlSTC9oKdksjCrcsczxeqF6Mu5Oq8MlbIa0EbP12Fw7tLsKV914W3gUSEREFGXM+kY05HyKiyaHangHU/uIWRQVKPTo0uWPR7oqGd48OO28sZLc0oinklnnb8NfS/0Ghsa4v52PUKFC8++D13gqtVhPeBRIREQXRTMz3sC3DNKSq6rT6ISOi0Dt8sgoOZ38BhixLuGzt/Amf9x8lZXC4B5xXknDtigUB57fZ7XivUiyQu2PJ0lFf7y/lR6Cg//XOpNHh1jkrcbHrAyzS1wtzK70xMPnEnY7aOkPTWSzFr2Oaw+2F1ekO2vlTzVOvY1q6X2Fam8sGt+IL02oonGr9CtNmmxMn7Y9plV3itXLiR1eYlmbMwnnPHCGWrHVhaXRb31hN8SA3I3D3x0CyYv0K03pGLkxLijEhJkpMgFe2dASYTUQ0PooqhfRBk0tRlICPiooKrF69Gqqq4pprrsHzzz+P6upqOJ1OOJ1OVFdX44UXXsA111wDVVWxevVqVFRUQFGUkS9MIcecDxFR8Ll6/h3ygLcrPhX4Sfm6j78oQW7SQ2tXYTxZDwnAvGVzsOaaFWFZKxH1ytSuRYNXL8Q2bevEvhcPhWlFRERTB3M+kYU5n5mDOR8iouBRVQdg/4sQq/u4W1qpIx0t5YmIOdmBOx/ZGaYVEtFQ4vVxuGCZjTZFvG19w9pSnDxbF6ZVERFNDaHO9zDnM7lmar6HhWnTkCRJ3D2JiIa199BFYbx80SwkxpsDzB693cfPC+P1+dlIjg183pfPn4F3wC9Dg0aL6xeMrvW2zePC81XHhdjNc1YgVm+Etedx4YYirwrooh9CSkK8ML+tI0SFaX4d0wCgtSd4156KHdNSjTGDYq1OSxhWQuHmX5g2yzy6YrHxqPIvTEtIDDBzMJP5LlgV8f3TpzLP9g8MKro0Y3/e+ndMa3fY4fR6AszuJUnSoK5pFSxMIyKiceju7sa2bdtw/PhxPP3009izZw9uueUWzJ49G3q9Hnq9HrNnz8bNN9+MPXv24JlnnkFRURG2bduG7u7ucC+fhsCcDxFRcJX3fID5ulYhdsyWgFpnb8dqucYASQGimtzQVPZ3S+NrMVF4fWvdFThqTRZi8+OsOLm/CHaLI8BRREREkYM5n8jDnA8RURA5XgHULiFU6tGh3WNGmzsG7l1R2HT5QiSkxoVleUQU2DzTFtR6xM2INi6oxd4DZ8K0IiIiotCJ9HwPC9OIiCKM2+PF/qNil7LL1+dP+LxtPTYcvFAtxHYULgo4X1VVPHemWIhdOz8fsQbjqK73Us1JWL2uvrEE4FO5a1HafQQF+kphbrXXhLlx9yI5USwQ6+pxwOud/C5eRp0WsX7dj1q6g1c8lubXMa3VboMvzNXv8fooGGStEGtxsDBtJhrcMS1+Uq6jqOqgwrS5caO/1obkW1DuFl9/tiY0QCf1v0a82XjW/7AR+RemAUCDZeTnQk6qWMDHjmlERDQev/jFL1BeXo4HHngA995774jz77nnHjzwwAMoLy/Hz3/+8xCskIiIKLx6On8A7YB7P1UV+GnFmt6BU4LUooPOpsJY3NstLT0nFZtvWx+WtRJRv/lxqXihXsw9GyRg41c7cOT14wGOIiIiihzM+RAREQ1NVRWotj8KsSavBhZVRpkjDW21cYg6bsEXf3RHeBZIRMO6c/41OOkQ75eJ1nnR2rSX3WWJiCjiRXq+h4Vp04yqqsKDiMjfkZPVsDvcfWNJAjavmz/h875x8gKUAa87UXodthbkBZxf1NiAik6xiOSOJUtHdS2fquDP5YeF2NaMhciOTkRb579DN+CGIkUFJPNnoZENSEoY3L2tvSs03cVS4/yKxyaxY5pPVdHhCO/OwJIkIS1K7JrW5OgJ02oonOrs/oVpo+9iNhbNViscXq8Qy0kYfXc2k9aECuUSIRYlK9iSUNc3fqv+LNw+L8bCrNcjwSgWvNX3jPxc8O+YVtnSGWAmEdH4KKoU0geFx4svvghJknDbbbeN+pjbb78dAPDSSy9N1rJonJjzISIKrvKeQ1iobxBiJY4YnLf1dmHq65bW6IZc0dst7fZHrodGqwn5WoloMJ1zDVq94sZYl9/ciX0vHQ5wBBHRzMCcz8zAnE9kYc6HiCiIXO8DPnEz63KPDj1eI5o8cXDuMmPNmrlIzkoK0wKJaDhpUWk4b8lAl0+8dX3ligsorWwJ06qIiMIv1Pke5nzCI9LzPSxMm0YURRny4fNNfjcgIpo+9h66IIyXLZyF5IToALNHb1fROWF85dI8mAy6gPP9u6XNjU/A6sysUV3rg6ZS1Ph1Ybovby0qLGewXC+uo85rxNz4BwAAsdFR0GjEX22dXfZRXXOiUmLF4rHm7uAVpiVFmSBL4hvBFlvwzj9eqUaxU1Szk4VpM1GN1b8wbfTFYmNR6dctLUqrHdRNcCQ58Z9Dm19y657M/i5pPR4n9jWXjXlt/l3T6i0jPxfm+RemNbNjGhERjV1VVRUAIC4ubtTHfDK3urp6hJkUSsz5EBEFX3vnd2Hw+7vazypX9f7D0dstTW9RYSiugwQgIS0OV31mS8jXSURD+9b6bSiyiTcSLkq04Ng7R+FyuMK0KiIiotBgzidyMOdDRBRcqu0PwrjbJ6NVkVHmTENnUwz0hx34yo/vCtPqiGg00nSXod5/M6LllfjA755HIiKiSBPp+R4WphERRRC3x4v9R8qF2OXr8yd83vKmdpyrE3cl2VG4KOB8i8uF10vFD4u3Ly6AJI2uyv7pskPCeFFcOlYnzUFt249glMVd5LxRd0IrRwEAZFlCYpxJ+HqoOqalxIoFMu2W4BXEaWQZySbx+2q2heb7Gk56lFiM0+KwhGklFC4WjxPdHrF73yzT5BSmVfkVpuXEJ4z6NeUTlyRsxHmX+KZ+RXQH4rT9NzPtriv2P2xEmbFjL0ybmyr+d+q0OdBtd4752kREgXAnpZlBp+vdKKK4ePS/vz6Z+8mxREREkaii5zgW62qF2EWnGUU9mQAGdEtrcEGu7s153fz166A36kO+ViIa2rLELLzSOF+ImWQVK+/rxLG3ToVpVURE4cecz8zAnA8REdFgqqcE8BwRYmVeLRw+PepcCbC8EYMlC1ORlp0cphUS0Wjckb8TJX737qREOVF6/oMwrYiIKPzYMW1miPR8DwvTiIgiSNHpGljt4m6xl6+bH2D26O0+LnYpS4k1Y+382YHnl16Aw+vtG2skCbcsWjKqa13obsbhtiohdl/uWtTaK3GJ/qQQb/TqMCfhq0IsMUHsXNYRosK05BixcKy1J7jXTfXrDNU6FTqmRcUI4yYHO6bNNA327kGxLNPod3MYC/+OaTkJYy+AkyUZ7fIW+AbUt2ok4KaU0r7x+40XYfWMbddt/45pdT0jPxdmJcYN6oRY1941pusSEREtX74cqqriJz/5Cez2kTdGsNvt+MlPfgJJkrBs2bIQrJCIiCg8Gjv+GSa/zY1+WbWy9x8OGVKrDoYeFfriWkgATLFR2Pml7aFfKBEFJEkS2rtWodOnEeJX3NeJfS8dCnAUERFRZGDOh4iIaDDV9nth7FAk1Hm1KHemorMtBrr33fjyv94eptUR0WjNNs1CcU86bIp4z0x+fjEaWwbfh0RERBQpIj3fw8I0IqII8v6hi8J46YJMpCTFBJg9OoqiYs/x80Ls2hULoZED/wp57oxYzX1FTi5SzOYAs0VPl4s3FSQZzLh2VgHK236MGI1P+JrdcAN0GvH7S4oXrxO6jmnidVstQS5MM4nnnwod09KM4n/7Fic7ps009fYuYZxqjIFeo52Ua1V2ioVpc+PH15ltZfLn0eAV13hren9hmkvx4t2Gc/6HDcu/MK3JOvJzQafVICNBfA7VtjHBRkREY/PAAw8AAC5cuIDLL78cJ0+eDDj31KlT2LJlC86f731v/4UvfCEUSyQiIgq5KksxCvQVQqzabcQHndkAALnaANkHRNU7Ide1AQB2Prgd5rjR5a6IKHS+tmYbTtnjhdjStG4c3nMUHrcnPIsiIiIKAeZ8iIiIRKqvAXC+IcQqvFq4FC2qncnofjcWc9PMyF02J0wrJKLRkiQJ8dqNaPSKmxFtXV2O/UfKwrQqIiKiyRfp+Z7JuXOYiIhCzuv1YZ/fh7PL1+dP+LxFlfVo7BSLLHYULgw4/1xbK043Nwmx25YUjOpa7S4bdteKRW135ayCxdOFAs0BId7m0yA75dFB50j0K0zr6AxVxzS/grggd0xLixY7prXYw1+Ylh4lFuM0s2PajNPgV5iWOUnd0oAhOqaNszBtTnQeXqtPwey4xv5zGe3INnajxtm7/t11JbhxziWjPmd6tF/3QOvoOhrOTopHfUf/86aGHdOIKIgUSCNPomnv7rvvxiuvvIIXXngBRUVFKCwsxNKlS7F69WqkpqZCkiQ0Nzfj6NGjKC7uf59988034+677w7jyomIiCZPVfs/I9sodkv7VfUlvf+wy5DatDB0q9AV10ACoDPocPM3rgv5OoloZBszcvHIR7m4PKa9LxajUTB/RxtOvFeCNdesCOPqiIjCgzmfmYE5HyIiIpFqewZA/2bWXhWo8uhQ6UxBe1cM9G958YVfslsa0XRxa96NKGl8Fnn6/nuB5sZZ8Jui/bhtR2EYV0ZEFB7M98wMkZ7vYWEaEVGEKCqugcXqFGKb1028MG33MbFzUF56EhZkpgSc/3e/bmlp5mhsnpMzqms9V3kMbqU/kaSTNbgjZxVKWv8Nm3TiDrjd2q1I1cQPOsegwrTukdudBkPyJHdMS/HrmNYyysKXyZTqX5jmtEBVVUgS3yTPFP4d07JM8ZNyHa+ioLZH7CY23sI0ADhcuxbbYl+BYcCP6j0Z5/F45VoAwMGWCrQ5rUg2Rgc4gyjDr3C00Tq650J2cjwOldb0jWvaukb3DRAREQ3wt7/9DZmZmfjVr34FRVFw+vRpIUH1iU9+N33lK1/BE088EYaVEhERTb46ayWW6i4KsSaPHq+3zQMAyDUGyF4gqs4OTWMHAOCq+y9HYvr4P2MS0eTRSDIuNF8Ca84xRMtKX/yqB7uw73eHWJhGREQRjTkfIiKiXqpiBRzPCbEarxYOVYMKZyo6P4jDLIMPhVcuDdMKiWiscsxz8bQ1DduiO4V7d9JSi9BjcSA2Jip8iyMiIppEkZzvkcO9ACIiCo73D4o33Syen4H0lNgAs0fH7vLgrVPieXcULgpYbOH0evDy+bNC7JZFS6CVR/5141Z8+FvFMSF23awCmDQScrFHiHcrMmYlfn/I8yTFm4RxR1doOoul+BWm2V0e2F3uoJ1/OnRM8yg+dLpDUwhIU0ODXSwWm6yOaXU93fAqihDLSRj/TYPFp3JR5TYIseuSqyGhd0d9BSreqD8z6vP5d0xz+3zocDhGPC47OV4Y17IwjYiIxkGj0eCXv/wlTp48iYceegj5+b2bU6iq2vfIy8vDl770JZw4cQL/+Z//Ca2W+xQREVFkOt/2XSRoxM+Pv6lbAkDy65ZWCwCQZQm3PXJ9GFZKRKP1xRXbUOIQ85CXzO7CR68egc/rC3AUERHR9MecDxER0ccczwFq/+bNqgqUe3SociajvScaut0+fPpb13ITZaJpRJIkKJ6VaPKK71+3rC/DweOVYVoVERHR5IvkfM/0WCUREQ3L6/Xhw8OlQmzLhol3S3uvpAy2AcVVsiRhR+GigPP3lF5Ej8vVN5YA3LFkdDsSvVl3Bm0usQvYp3LX4kTr/2G9TuwE1yytxEJd2pDnSfDvmNYZmgKu5BjzoFibxY5sgz4o50+dgh3Tkg3RkCFB+biYBwCaHD1INAz+b0GRKVQd0yq7OoVxgtGIeOP4dkdyebyobnTgg9YMLJhV1X9OrQeFMc04ZkkHAOyuLcancteO6pwpZjNkSYKiDnguWC1IMpmGOQqY7VeYxo5pRBQsKgBFDe0f39SRp9AkKygowK9+9SsAgNvtRmdn7+/P+Ph4GAyG4Q4lIiKKCC2OZhRoTwixTq8WzzctBADItXrIXsBYZ4fc0vt7cvMdG5CZmx7ytRLR6F2dvQT/VjQX68wn+2IJWh8y17Xg9IdnsWIrd8QnopmDOZ+ZiTkfIiKayVTVDdX2RyHW6NPAomhQ7kxF28EEJLuduOKuDeFZIBGN2x35d6K8fRfm6Cx9sYK0Nrz81lFctXlxGFdGRBRa4cj3fHJdCp9IzPewYxoRUQQ4eroaPVaxeOvydRMvTHv1qNgxaP2COUiLiw4wG3i25LQw3pQ9F7PjRu6gpKoqni4/JMRWJc1BfmwK0rx/EeJ2RUJW4r8EPFeSX2Fae4g6ppmNekTpdUKsrSd4107165jWarcJRTDhoJVlJBn9CuaclgCzKRIN7pgWPynXqewUC9Ny4sffLa2qtROKqmLP8aXoUcQPdJ/K6u/4eLqzHtXWjlGdUyvLg4pHm0ZRPJqdLL4+tlnsQe20SEREM5der0daWhrS0tKmbcKKiIhorE63/AipWq8Q+3PzfCiQAacEqVUHQ7cKfUlN39fvePTGEK+SiMbKoNHicN0yOP3yOFd9sxsfvXI0TKsiIiIKD+Z8iIhoxnHuBpRmIVTq0aHGlYg2Swx0r6i44/OXQ6PRhGmBRDRei+LyUWRNgXfA7W+yBBi0B+ByewMfSEREFGEiJd/DwjQiogjw3oHzwnhJfgYyUkcuCBtOQ0cPjpTVCrEbVwXejeRCexuKGhuE2J0Fy0Z1rRMdtTjT1SjE7stbi5Otf8M8vVjoVKfmIcYwP+C5Ev0K0xxOD+yO0BR6JMeI3ZFaLUEsTPMrevGpKtod9qCdf7xSjTHCuNUZ/k5uFBp2rxudbvFnMDNqYq87gfh3TJs7gcK08qZ2AEB1aSYuuMTn7Ma4ZuglX994T13xqM+bHi0+FxqtIxdpzkqKHxSrbe8ePJGIaBwUVQrpg4iIiCicLB4L8uX3xZhPxlO1ywEAcq2ht1tavR1ySxcAYPU1K5C7fG6IV0pE43HXwitw3iVu3FU4vwMHXj0CNcybdxERhRpzPkRERDRTqKoC1fY7Idbmk9Hh06DMkYaWE4kwddpww5e2hWmFRDQRsiSj3bYYLT6xsHTT+os4PmBzMSKimSDU+R7mfGgyaMO9gEhTUxOeN0TZ2dlhuS4RhZ/L7cWHh8uE2BWXLpzweXcVncPAv+nHGA3YUpAbcL5/t7QUkxlX5Mwb1bWeLjssjLNM8diSno8LtZ8DBhR/u1QgdZhuaQCQlGAeFOvstsMUpR/VWiYiJdYsFJUEs2NakskEWZKELmktVitSTIO/31BKMcYA6C8qZMe0mcO/WxoweR3TqvwK03ISxl+YVtbcW5imKjLeqpmHVfnFkD7+nGWUFWxPqsLutt7Xut21xfjSgssgSSN/EEuPjgYGbNQ2mo5pRp0WaXHRaO7un1vb1oUFmSlj+I6IiIgoVJjzISKauoqaf4HLdOLGRK+2Z8Oranq7pbX0dkvTDbih4a7v3BTqZRLRON2ctwL/VzIbl0T1d7tP03kRNbse5SerkLciJ4yrIyIioumOOR8ioinK9QHgLRVCpR4d6t0JaHdGQ/OyhGtuXgWjafp2lSCa6W6YdzeqHf9AprZ/Y+zVc5vwP7vOYP3K0d13SERERFMDC9OCbO7cuaO6eTmYJEmC18vWtUQz1aETlUJHMEkCtm5YMKFzqqqKV4+eEWLXrFgAg27oXxsOjwcvnTsrxG5bXACdRjPk/IHq7V14p+GcELt33hpc6HoPC/RtQrzGl4kFUauGPV+UUQejQQunq/91sb3Lhqz0+BHXMlFJMWKRWFsQO6ZpZRnJJhNabP3nbLHbsCRoVxifVKO4U3ErC9NmjHp7lzBO1JsQpdVNyrX8O6blBKFjGgC8d6QAX8g9i1Rtf5e0ezLP9RWmVVrbcba7CUviM0Y8b3qM2DGtaRQd0wAgOzleKEyraesa1XFEREQDnTt3Dr/5zW+wb98+VFRUwGKxQFGUYY9hLmHsmPMhIpqaXD4XspSXhZhDkfBk5WoAgFxngOwBjA0OaJq7AACLNyxAwcaJb+xERKERqzfinZpl+FrGWegGvB27+tvdOPDKERamERFRxGLOJzSY8yEimppU21PCuEeR0OzToNSRhraL8Yiqs+DuR3eGaXVEFAzr0lbgv88kY62xBvLHb8f0sgJb53tQ1R0hf49GREQUCpGa72Fh2iRQB7YYIiKaZO/tPy+ML1k8G8mJ0QFmj86Jygah8xcA3LB6ccD5e0ovwOJ29Y0lAHcWLB3Vtf5afgQK+l83TVo9bpm7AuUN10EesKmRVwXi4/9pxPNJkoTEeDMamvvX39kVvAKx4aTE+hWm9dgDzByfVJNZLEwbRUemydbbMa1fqyP8a6LQaPArTMsyx0/KdZxeDxosYpFXsArTOpricMaZgNTo/iLYAlM3ErVOdHiNAIA9tcWjKkzLiBZfdxtH+fycnRSPo+V1fWMWphFRsCgqk/QzxRNPPIF/+qd/gtfrZT4iBPjfmIho6jna+les14m5n/e602FX9IBLgtT8cbe0M7V9X7/z2zfypgaiaeaa7M0oc+3CImP/83310k48/r2j+PS/3BHGlRERhRZzPjMHcz6hxf/GRERTi+o+BXiOCrEyjw6N7nh0ecxQX9Bi/cZsxKfEhWmFRBQMGkmD6u5ctCfUIUXTf0N+4crzqK7vwNxZSWFcHRFR6DDfM3NEcr6HhWmTIJR/0I60H0giGhu7w40Dx8qF2BVB2O351aNi97Oc1EQszU4POP/ZktPC+LI5czErduTkj83jwt+rjguxm7MvQbvjHBbra4V4jS8BuebtI54TAJL8CtPaQ1SYluzXMa01iB3TACDVHA20tvSNW+yh+b6Gk+pfmOZix7SZosEuFq9mRsVPynWquroGxeaMszDN5fH6Fd1KaPBeCa/6LLQfv32TJeC29PP4v7pLAAB76krwcMGV0EjysOdOjx5fx7TZyeJrZX1Hz6iOIyIiAoA333wTjzzyCIDeXMS6detQWFiIxMREyPLwv7tofJjzISKaWnyqDybnbyEZ+2MeFfhFxSoAgFyn7+2W1uiA3NgBAJhbMBtrr1sZjuUS0QTcs2gNXrqYgUXGsr5YlsGFTmcZGiubkZGTFsbVERERBRdzPqHHnA8R0dSi2p8Rxg5FQq1Xi1JHGjrqo6G76MDn37olTKsjomDalH4b6jwfIUXTvyn+xkU12HXkAubO2hDGlREREQVXpOd7WJg2jfgnp7ijKxEdOFYOl7u/NadGlnD5uvkTOqfd5cFbpy4KsRtWLw74mnO+rRXHmxqF2J0Fy0Z1rReqT8DqFTut3ZO7Bu0dn0O2vn+eogKG6K+N+nUvMV4sEOvoDFFhml/HtPaeYBemiedvtoW/MC3FKHaJanGwMG2mqPfvmGaanJ3IKrs6hXG6ORomnW5c56pq7YTi935qc+YXUNf9IubqPH2xm1Ir+grTWpwWHGurxtqUnGHPne7XMa3JaoGqqiO+bmUmxArjhk4WphFRcHA3pZnhl7/8JQAgISEBr732Gi699NLwLojGjTkfIqLxOd72PpYb2oRYkS0eTe5YwC1BatbD0NXbLe2TV9a7H7slIv64QzTTpEbFYE/tEnw+tQzyx09ojQRc8W0LDr56DDd/47rwLpCIKESY85kZmPOJHMz5EBGNneprAZxvCLEKrxZtnmh0eqPheM2MpfOjkZkbeINtIpo+duRcjj9dSMQKY//9h9E6L2oq3gbAwjQimhmY75kZIj3fw8K0IMvOzp5wIsnj8aCjowNOp7MvJklS33kNBgPS0rjzIxEB7x04L4xXLZ+D+FjTxM5ZUgaby903liUJOwoXBZzv3y0t1WzG1rnzRryOV1HwdPkhIbY1YyFMGitSteeEeJ3PhOy4O0azfABAYoJfgViXfdTHTkRyjPjfflI6pg08v80a1POPh3/HtDaXFYqqQuYfVSLeoI5ppvhJuU6VX2FaTsL4uqUBQFlTuzDOTIhFduwsvNGajbm6/u6Tsw0O5EZ1odwRDwDYVVs8YmFahl/HNIfXix6XC3FGY4AjemUliQV9DZ09UBQVssznEBERjezYsWOQJAnf//73Iy5hNRUx50NENLWoqgqH5T+gHZCOUVTgV9WXAADkej1kN2BsdkJu6O2WljU/A5fdti4MqyWiYFiRtBEN3jcxS9e/2dmGjR340xePsjCNiIgiCnM+ocWcDxHR1KLanwXQv7GsTwWqPDqUO1PR1W6C7pAHDz7NbmlEkUIra3G2cw66YpsRr1H64vNyTqDH6kRs9PD33RAREU0XkZ7vYWFakFVVVQXtXB0dHThw4ABee+01/OUvf+lLYHk8Htx///34wQ9+ELRrEdH002N14tCJSiF25aULJ3zeV4+eEcbrF8xBWlz0kHMdHg9ePi8Wkd2+eCl0Gs2I13m38dygwpb789ahpvX7WKkXd45Tou6HLI3+V1ZinFgg1tEVms5iKX4d0zqtDvgUBZog7cI9NTumicU4PlVFh8uGZOPQPzMUOfw7pk1WYZp/x7S58eMvTCv3K0zLTU8CABjN98Kp/BBGuf+1576sEvygbCMA4O2Gs/j+8muh1wR+HfIvHAWABqtl5MI0v45pXp+CVost4OsuERHRQHZ77wYMGzduDPNKZgbmfIiIppaz3aexwlglxMrcUTjRkwV4JEiNehi7VOjO9ndLu+ufboJmFHkrIpqaPlOwEUdqUzArsa4vlmu2o+zCafS0WxCbFDPM0URERNMHcz6hxZwPEdHUoapuwPGsEKv1atHlM6DRHQ/L+zGYk6jBorX5YVohEU2G+aZrUe89jnhN/2b6l6+sxEdFZbh6c0EYV0ZERBQ8kZ7vCc6d8jQpEhMTsXPnTvz2t79FVVUVdu7cCQBQFAU//OEP8alPfQqKooxwFiKKVPuOlMLr7X8N0Gk12LRm/oTO2dDRgyNltULsxlWLA87fXXoBFnf/7rQSgDuWLB3xOqqq4g+lB4XY0oRMLIiNQb72iBBv9OoxJ+FLo1h9v8R4sYArVIVpyX6FaYqqosMavG5taVOwY1qiwQwZ4g6Crc7wr4sml8vnRZtL/P+cZYoLMHtiarvFAta58fHjPld5s19hWloiAGBdys0o94gFZNsT6yCht1DN4nHhg+bSYc+t12iQbBKLYhstlhHXlBRjgkEr3hTZ0NEdYDYR0WhJUNXQPgB2egyHrKwsAIDb7R5hJk01zPkQEU1cbcdPYZbF18o/1vdu2vRJtzR9iwtyXe9nwbQ5Kbjink0hXycRBU9OTBJ2NS4QYkZZxdqv2nFod1GYVkVEFErM+cwUzPlMX8z5EBFNkPMNQGkTQhUeHSqcKbBYoqDd48NnH90RpsUR0WS5b8mNKHGK9x2lRDlx+vg7YVoREVEohT7fw5xPeER6voeFadNEamoqXn31VTzyyCNQVRWqquKvf/0rvva1r4V7aUQUJu/tvyCM163MQbTZMKFz7io6B3VAs7IYowFbCnIDzn+25LQwvmxODrJiYwPM7neyow6nO+uF2Kfz1uNiy48QLfuEuFV/AzTy2L6vpASxQKw9RIVpCeYoyJJfkVZP8K6d4tcxrcVmg6KqAWaHhlaWkWjwW5dz5GIcmt78ux0Ck9cxraa7SxjPjh3/dQZ1TEvr7ZgWpYlCpW+58LVYjQ8b4hv6xntqS0Y8f0a0uCt3Xc/IBWaSJCHDr2tafUfPiMcREREB6Lux5cCBA2FeCU0Ecz5ERGNXba3GCv1JIdbs1WJX80LAi75uafoL9X1/Vrvj2zdCqwvcCZuIpodY+VJ0+sTn8uYd7fjotaNhWhEREVHwMecTGZjzISIaG1VVodr+JMRafTLafVrUuJLRsS8ecbKKS29YHaYVEtFkMemMONGZBZsi3neXlHgYLpcnTKsiIiIKrkjP97AwbZr56U9/iuuvvx5A74exX//613jttdfCvCoiCrXObjuKiquF2JUbF07onKqq4tWjZ4TYNSsWwBDghp1zba040dQoxO4uWDaqa/2hTOyWlhEVhy1p8zBHekuIt/m0mJf0nVGdcyD/jmmdXXaoISjg0sgykmLEjkltlsnrmOZTVbQ7gnf+8UqNEotxWlmYFvEaHF3COE5nRLRuYoWxQ3F5vWiyip3Z5sSNrzOby+NFbbtYKJaXntT371nxX0CXT3xrfF9m/2vi+00XYPW4MJx5CYnCuLyzY1Rry0oUC9MaOlmYRkREo/PII48gMTERP//5z9HU1BTu5dAEMedDRDR6p1p/hRSteEPCS61zoECGXG+A7AL0rW7IVS0AgKTMBFx1/+VhWCkRBdsXlm/BKXuCEFuQYMHpg8fhcgyfuyEiIpoumPOJLMz5EBGNkucU4BU3jK3w6FDtSkaX1QTtKwruenArZJm3vBJFomjlMjT6NEJs85oyHCuuCdOKiIiIgivS8z18lz4NPfHEE9DpdJAkCaqq4uGHHw5JwQURTR0fHLoIn9L/vDcatNhQOG9C5zxR2TCoaOOG1YsDzvfvlpZmjsaWnJHXUGPtwLsN54TYp3LXoLT9l0jUiDcUtWkug04jFj2Nhn9hmsfrg8UWmpsSkmPEa7cFsWNaksk0qHluqy003eCGk2IQC+bYMS3y1du6hPFkdUur6+mG/zuc2XHju1ZlS8egDoPz0voLyZYnrMcFt1ggtja2DSa593XJrfjwjt9rl7/ccRamZfoXprFjGhEFgQIppA8Kj8zMTLz66qvw+XzYsGEDXn/99XAviSaIOR8iopG1utqwUH5XiFkVCX+oXQH4AKmht1uarqyp713K7Y/cAL1RH/rFElHQFSRk4s2WHCGWoFGQe4cFx98tDtOqiIhChzmfmYE5n8jDnA8R0chU+9PC2K5IaPRqUOFMQeuxBJjsLux84IowrY6IJtsDBfeg1CXedzcvoQdHj+4L04qIiEIn1Pke5nzCI9LzPUO3waEpbd68edi2bVvfD2NFRQV2797d196PiCLfuwfOC+NLV+UiaoI317x69KwwzklNxNLs9CHn2j0evHxenH/7kgJoR7Er0TPlh4VCE7NWj5uzl8PW+iXht1K3T0ZO6g9Hvf6BEuNNg2IdXTbERhvHdb6xSI41A/X94zZL8ArHtLKMZJMZrfb+czbbrFickhq0a4zH4I5p1gAzKVI0OMQi1skqTKvpEa+TFBWFaP34XuvKm8UisazEWJgM/efSSBo0S1uhqi9B+vhzl05SsTOlDM81LwIA7K4rxk1zLgl4Df+OaRUdoyxMSxAL0+pZmEZERKO0detWAEBiYiIuXryInTt3Ij4+HvPnz4fJNPg98UCSJOG9994LxTJpDJjzISIa2cGmP2OHQcy37O1Ohc1ngNSgh+wE9O0eaMobAADxKbG4hjctEUUMSZLQZl8Hl3IUBrk/07z17g589L9HsH7nqjCujoiIKDiY84k8zPkQEQ1P9TUDzjeFWIVXi3p3AjodZmhfAK6/cx10el2YVkhEky0jNgFFpenYau6GYUC9hBZ74fPdB42GfViIiGh6i/R8DwvTpqnt27fj9ddfh/TxndOvvfYaE1ZEM0RruwWnztYJsSsuXTihc9pdHrx16qIQu2H14r7XGH+7L56H1e3uG0sAbl+ydMTr9LideKn6hBC7be5KNPQ8iwVahxCvl5ahQDe+giu9TouYaCMsVmdfrKPThrmzksZ1vrFIjhHfHLQGsWMaAKSZxcK0lqnQMc0odkxrZce0iNdg9y9Mi5uU69R0dwnj2bHx4z5XeVO7MJ6XNvj1YEXKF9DU+RoytN6+2B0ZF/sK0w61VKLVaR30M/+J3ESxMK3JZoXV7R6xmC4rUfzvV9/RHWAmEdHoKSp3N5oJ9u7dK7xnV1UVnZ2dOHLkSMBjPtmVOdB7fQo/5nyIiAKzeqxI9T0nxNwq8Jva5YAPkOv1MHar0Fe0QPq4XuWWb+5AlHnyNysiotC5v+AqnHf8CctN/TmUZemd+OM7R+Hz+aDRaMK4OiKiycWcz8zAnE9kYs6HiCgw1f4sgP6/03tVoNqjQ7kzFa3F8TC22nHXw9eFb4FEFBIO21I0ecsxR9f/erB+dRnOlDZi2cKsMK6MiGhyMd8zM0R6voeFadNUTk5O379VVcWxY8fCuBoiCqX3D16EOqDlmNmkx9oVOYEPGIX3Sspgc/UXmsmShB2FiwLOf7akWBhvnpuDrJjYALP7PV9VBLvP0zfWSBLuzV0LT/v3gAGbGtkUCXOSHh/DdzBYUrxJKExr7wpNAVdyrNhSvD2IHdMAIMUcDbS29I1bbOHvTpZqZMe0mabB3iWMsyarY1q3WKCVHT/+AriqVrF7WW5a4qA5c8zz8G5zOjK0/cW/+UYr0vQ2NLvNUKDijboS3Je3bshrzI2LhyxJUAa8SJd3dmB52tDdJz+RmSi+fjZ2WeBTFGhG0YWSiIhmtssuu2xaJJ9obJjzISIKbF/LLlwRJW48ctoRjXJbCqRGPWSHBH2HB/LF3s91MQlm7HzoqnAslYgm0bq0eXjy+GyhMC1V60PC5nacO3gRBRsD57aJiIimA+Z8IhNzPkREQ1NVN+D4mxCr9WrR7DGjxRkL6TktLt+WC3OcOcAZiChS3Dz3M6jz7hYK05ZnteCpt46yMI2IiKa9SM/3sDBtmkpISBDG1dXVYVoJEYXau/vPC+PL1syHQT+xl/NXj54RxusXzEFa3NAdgc61tuBkc6MQu7tg2YjX8CoK/lIhVnVvy1wEt3s/5ui6hHi1Mg8FhtxRrDywhDgzqur6C1E6QlWYFiMmwiajY9pAU6NjmliY1sKOaRHPvzAtVB3TsifQMa2qVTzX3JSEIed5DbfBo/4Cuo/f/0sS8KnMM/iPqjUAgN11xQEL0wxaLWbHxqF6wLorOkYuTMvyK0zz+hS09tiQHh8T4AgiIqJee/fuDfcSaBIw50NENDS34oFk/yO0Az4qKSrwx4bFgNLfLU1X1QpJ6d0w5KavXQdzrCnAGYloutLLGpR0roSSVQL54xyORgK2fq4bB145ysI0IiKa9pjziUzM+RARBeDcAyjiRrMVHh3KnWloPpsAXb0Tn/nLLWFaHBGF0qrZefhVSRLWGuuh/TjnI0uAvfstqOoNEX0zPxERRb5Iz/ewDcM01e3XQcRqZXcaopmgobkLZ0vForArNi6c2Dk7enCkrFaI3bhqccD5fy05LYzTzdG4fO68Ea/zbuM5NDp6hNh9uevgtfxUiLlUID3xRyOebySJ8X6dy0JUmJbi1zGtzWIP7vkHFaaF//Xfv2Nam9MqdIyiyOJRfGh2iMWHk9Uxrda/Y1rc+ArgFEVFTWunEJsToDBtXcpdqPIYhNiO5GoAvT/TxZ0NqLK2D3Fkr9wEsRNbeWdHgJn9kqJNMGg1QqyhoyfAbCKi0VFVKaQPIgoe5nyIiIZ2qG0fLjWLN25We3TY1zYPUqMOGrsEfacXmvO9eS5TTBRu+OrV4VgqEYXATfOvQ6VbLDwtnNeGg3sOQWVukogiGHM+RNMXcz5ERIOpqgrV9owQa/HJaPYaUWNPhPo3PZYWZCBlVlKYVkhEoSRJEhq7ctHiE++hWbGsFJW1ge/VISKa7kKd72HOhyYDC9OmqXPnzgnj2NjYADOJKJK8d+CCMI6LicKqpdkTOueuonMY+Hf6GKMBWwqG7lZm93jw6nnx9ee2JQXQyiP/Onm67LAwXpaQhUxDM3K0TUK80puOZFPhKFcfWFKCWMAVuo5p4s0QbT22oN4IkWYWO9lNjY5p4pq8qoJOd3AL8mjqaHb0QIH4M505CYVpqqqipse/MG1812nutsDl9QmxQB3T4vXxKPXkC7EUnRvLotv6xnvqSgJeKzdx7IVpkiQhI0F8L9fQycI0IiKimYo5HyKiwVRVRWv3b2GWFSH+YmsOvD4N5HoDDF0qdNXtkHy9c65/6CrEJrITNVGkujJrMT7szhRiWToPkNeA6rN1YVoVERERUWDM+RARDcFzAvCKf3+v8OhQ4UxBY2kidHVuPPgv7JZGNJMUxt2FRq9YmLYuvw4HjhSHaUVEREQ0GixMm6aef/55YZySkhKmlRBRKL134Lwwvnx9PrR+XXbGQlVVvHr0jBC7ZsUCGHTaIefvungeVo+7byxLEm5fsnTE65zuqMeJDrEr231569DZ+T3IAwrvvSoQF/9PY/gOAkuMFwvEOrpCUyiV7NcxzenxwuZyB5g9dqlTsGNakiEa/vsntDotQ86l6a/e3iWMzVo94nTGoF+n1W6D0+sVYrNjx9cxrcqvW5rZoEeSXxHpQAkxn4NNEX+q75/Vn+DaXVscsOB0nl/HtIpRFKYBQEaCeLNkUxefQ0REND6qqqK8vBxHjx7F0aNHUV5ezo4R0wxzPkREg53uKsaGKPEmpRavjFebFkNq1kFjk6Dv9kFztrejmiFKj5u/uSMcSyWiEInWGbC/tUCI6SVg0xctOPDKkTCtioiIaPIw5zP9MedDRDSYav+TMLYpEmo9OlQ6UqC+qMeczGjkLs8J0+qIKByuW7QZZxxxwkb7Bo2CptrXw7coIiKiSRJJ+R4Wpk1Df/7zn3H06FFIkgRVVSFJEpYsWRLuZRHRJKuqa0dZVasQu+LSBRM654nKBtS2ix2Jbli9OOD8vxafEsab5+QgK2bkndyeLj8kjNOjYrE20Yh52nIhXuWNQ2b01SOebzSS4sPVMc08KNbaE7xrp/p1TGu126GE+U2IVpaRZPArmHOwqCZSNdrF14yMqDhIUvBbO1d3dwljvUaDtOjooSePdK5W8VxzUuKHXfPq5G246BZ/pi+La4ZO6u26VmVtx9muxiGPzfPrmFbZ1Qmre+Ti1PR4/8K08BedEtH0paqAokohfUzTnEhEeeutt7Bz507ExsYiPz8f69atw7p165Cfn4/Y2Fhcf/31ePvtt8O9TBoBcz5EREM73/57pGldQuyDnhS0u8yQ6wZ3S7vuC9uQkDq+zU2IaPrYNHsHGj0GIbZ+SQsO7mJhGhFFJuZ8ZibmfCIDcz5ERIOpviaozreEWG+3tDQ0N8VBX+7Dl37AbmlEM41Rp0Vp52y0KeLt7fl559Dc1hOmVRERTZ5w5HuY8wm/SMz3sDBtmvnrX/+Kz3/+84Nupr7mmmvCtCIiCpV39p0TxkkJZixfNGtC53z16FlhnJOaiKXZ6UPOPd3chOKWZiF2d8GyEa/R5OjBW/Xide6etxotnf8M7YCXMkUFtNFfCVqBS2KYCtOi9DpEG/VCrM0SvG5t/h3TvIqCDocjaOcfrxSjWFTT6mRRTaRqdIhJngzT5NzoV9stFsDNjo2DPM7Xh2q/jmlzUhKGna+XdahV1wuxKFnBlUlVfeNdtcUYSn5iMrRy/1tsr6Lgg6rKEdfoX5jWzI5pREQ0Sm63G3fffTeuvfZavP7667DZbFBVVXjYbDbs2bMH11xzDe6++264R1E0TaHHnA8R0dBq7LVYqt0nxCyKhGcblkBu1kFjkaAb0C1Np9fitkd2hmOpRBRiO2avwEFLmhCbbXCjw3ABbfXtYVoVERFRcDDnEzmY8yEiGppq/yskKH1jrwpUePQod6bCvseMlBgdVlzOIl6imShN2o5Gr1aIbV5WiQNHLoRpRURERMERyfke7chTKNza2trw9ttv46mnnsIHH3zQt3vSJ2JiYnDTTTeFcYVENNlUVR1UmHbFpQuh0Yy/vtju8uCtUxeF2A2rFwcsDPuLX7e0zJgYXD43Z8Tr/K3iKLxqfyLJqNHihlk5iOk6Kcyr8ZqQE/+pUa5+ZIkJYgFXV48DPp8yof9mo5UcY4bV2f9GoC2IHdOSTWZIAAZuVtBisyLZZAraNcYjxRiDc91NfeMWJ4tqIlWjQywYy4yanMI0/45p2XHx4z5XlV9h2twRCtMAYEHiF9Fm/QeSNb6+2D2Z5/FGWy4A4PX6Evy/pdugkcTXlBiDAetnzca+muq+2JvlF3Fd/vAdLgd3TONziIgmRlWD382Spqa7774bL7/8MlRVhVarxbZt27B27Vqkp/duONHU1IQjR47gnXfegcfjwXPPPQev14u///3vYV45Acz5EBGNxpHmv+DmKPEz0mmHGed70qGpM8DYpUBf2w7J2/v5bfv9W5CclRSOpRJRiKVGxeC9lnzcnFjTFzPLKtY+6MCh3cex44vbwrg6IqLJwZzPzMGcz/TGnA8R0fBU1QnV/jcMfGdT49XiojMFrV0x0B8CPvv968K2PiIKr9sX3Yp9Lf+LZYb+++9iDR6UX3wLuHZ1GFdGRDQ5mO+ZOSI538PCtCDbunVrUM7j9XphtVrR1NSE5ub+DkUDk1Wf/PvRRx9FYmJiUK5LRFPTmYuNaGgWi0G2b1o0oXO+V1IGm6v/w5ssSdhROPQ5u51O7Lp4XojdVbAMGnn4Ii+H14PnKouE2A3Zy9He9a9IlsU+sE7jPZCk4BWNJfl1TFMUFV09DiT5FaxNhuRYs1AI02YJXmGaVpaRZDKhzd7fha3FZsPilKBdYlxSjdHCuJWFaRGrya9jWropdlKu498xLTtu/AVwY+2YBgALY5fig/YkXGZq6YstM3UhTutCt9eAVqcVR1qrsD513qBjr87LFwrT3q+qhNPrgVGrC3g9FqYREdF47NmzBy+99BIkScKWLVvw+9//HnPmzBlybk1NDT772c/iH//4B1588UW8/vrruPbaa0O84umNOR8iotDrdHciXdktxFwq8LfGhZBaddB0S9BafNCc6f0MJmtk3PHtG8KxVCIKk7kJV6HLtxfxGm9fbOPqZrz0jSMsTCMiommLOZ/QYs6HiCgMHHsgqeI9AeVuHSqdqeh8JxapGmDLLWvCtDgiCrf0+FicLc3AFeYexGv6N8TPSj8Oq82FaLMhjKsjIiIan0jP97AwLcj27t0bsNvQWKmqOijmf+7t27fj0UcfDcr1iGjqevvDs8J4dmYCFuSmTeicrx49I4zXL5iDtLjoIee+dP4snN7+P+xrZRm3L1464jV21Z5Gt8chxO7NWY402/8TYg1ePRakfX20Sx+VuJgoyLIERel/Le3osoWkMC0lRrxGaxA7pgFAmjlaKExrtlmDev7xSDGKRTUtzvCviSZHg11MDmdMUse0miB1TPN4fajvEIvp5qaMfC5JkmDR7oBP/T00H7/90kjAnenn8H91lwAAdtcVD1mYtm1eHr73/rtQPn4vZ/d4sK+6Gtty8wJeLz1efP3tsjvhcHsQpQ9czEZERPTHP/4RALB8+XK8+eab0OkC/97Izs7GG2+8gbVr1+LUqVP4wx/+MOWTVlMNcz5ERKG3r3k3rjK1CrEytx4ftedArv24W1pdJyRPb7e0K+7dhIycieXMiGh6uSlnPY41JePK2Ka+WE6UExWtJ+GwOhAVHRXG1REREY0Pcz6hxZwPEVFoqaoK1f60EGvxySh1JaK5JxbGdyXc/vnLgvbaTETTk2ovRKOvTChM21xYicMnK3DFpRPb0J+IiCgcIj3fE7zWNCRQVXXCD6A3QTXwMfD81157LV566SVotawvJIpkXq8P//joghDbvmnRhBIwDR09OFJWK8RuXLV4yLmqquKvxaeE2FW5eUgxD1/gpaoqni4/JMQ2peVBcf4vzLJPiLdrr4FG0o92+aOi0ciIjxVvOmjvCm6BWCBJsSbxukHsmAZg0H/7Vltovq/hpEaJhWnsmBaZVFVFoyNEhWk9fh3TYsd3ndr27r4Csb5zJY/cMQ0A1qTcjzqv+Ob/ptSKvn+/03AOLp/X/zAkm0xYnZklxN4sLx32Wv4d0wB2TSOiiVFUKaQPCo9Dhw5BkiQ8/PDDwyasPqHT6fDII49AVVUcOnRoxPk0NOZ8iIhCw+VzwWt/Fjqp/zOdogKvtM6Fu9kEbacMrVWBpqS3W5okSbjrOzeFa7lEFCbzY1LwbluOEIvXKFh4rx1F75wO06qIiCYPcz4zA3M+4cGcDxFRiHiOAd5zQqjco0OFMwXtR+Jg9Cq49UvsgE000+3MvhfVHrEzWkaMDWeK3w/TioiIJk+o8z3M+YRHpOd7WJg2SfwTTeN9DPRJIisjIwO///3vsXv3bkRFcadHokh39FQ1unrErmPbNk1s149dRecwsE4jxmjAloLcIeceqqtFeWeHELtn6SUjXuNASznKLW1C7L55q5DsfVWItfo0WJTyg9EtfIwS48UCrs4QFaaFomPaQFOiY5pBXBML0yKTxeOC3esWYhmm4Bem2T0eoSsgMP6OadWtncI4KcaEmChDgNmitKh0nPeIrZJnGxyYZ+wC0Pvf44OmoQvOrs6bL4zfrSiH2+cbci4AmAz6QetiYRoREY2ktbW3g8zixUNvMjGUhQsXAgDa2tpGmEmBMOdDRBQa+1r34TJzlRCr92nwTsuC3m5pnQp09V2Q3B4AwGW3rcPsBVlDnImIIpkkSZC1W+BQxD95bt7agoO7joVpVURERBPDnE94MOdDRBQaqu0ZYWxVJFx0RaPeHg/dqzKuvrEQsszbWolmupVzc1BsSYFNEd9fRRv2w+tTAhxFREQ0dUV6vofv4CdBMHZRGviQZRmLFy/Gpz/9aezatQs1NTW4//77w/1tElGIvL1P3CVo8fwMzMoYXbefoaiqilePnhFi16xYAINu6F3Z/uLXLS0vIRFrs2aNeJ2nyw8L49yYFGRp30S8Rixqqcd66DViUVOw+BemhapjWnLs5BampU6DjmltTuugLlU0/TX5dUsDgDTj4E5fE1XT3TUoNjsudlzn8i9Mm5MyttdPQ9R9cPr9KN8/q6Tv33vqioc87qpcsTDN4nbhYG3NsNfy75rW1BX+olMimr5UNbQPCg/zx+8L29vbR31MZ2fv70aTyTTCTBoKcz5ERKGhqApqOp9BotYjxD/sTkFrQyJ07TK0dgXaM1V9X7v7sVtCvEoimipuytmMEoe4edLCeAtOHDsM3zAbBRERTUfM+cwMzPmEHnM+REShofoaoLreFmKVHh0qnKloOZ8Ag0XB5x+7PkyrI6KpRJIkdHQvQqNPI8Q3rCxH8fn6MK2KiGhyhDrfw5xPeER6voe94YPs/feD0yZWq9UiJiYGcXFxSEtLg9FoDMp5iWh6sTvc2HdE7Maz/bKJdUs7UdmA2naxuOSG1UNXX7fYrHi7okyI3b10+aCd3vyV97RiX7N43H25a2B2PQAM+KzY5ZOxKPUnY1j92CT5FaZ1dNkDzAyuZL+Oae2W4F43dSp2TPMrTvKoCrrcdiQazAGOoOmowa8wLdkQDb0m+G8na7vF66SZo2HUjty6eChVbWJh2tzksRWmrUu5HuX1j2OJob9z5bbEOvwAKlRI2Nt0ERaPEzE68b1aenQMVqRn4ERTY1/szfJSbJ6bE/Ba6fExKG3s39mCHdOIiGgkCxYswOHDh/Hcc8/hyiuvHNUxzz33XN+xNDbM+RARhc6JrpNYG1UixLp8Ml5sXAxNjQGGLgXaxm5Izt7CtXU7CzFv2ZyhTkVEM0Bh0hz8pHIOVpv780DJsoLU6y04d6gUBZcuDOPqiIiIxo45n9BizoeIKHRU+18hob/TkVcFSt0GVNmTgBf0WHfpXOiN+jCukIimkvUJt6PO8z7ydN6+WH5aJ37/7gGsWHJnGFdGREQ0dpGe72FhWpBt3rw53Esgogiy/2gZnK7+D1YaWcIVl07sl8vLR8RuaTmpiVianT7k3L+fKYFX6U8IGbVa3Lxo5Baiz1SI3dLi9VFYF38ByS6xs1elugSFupTRLn3MBnVM6wxPx7ROmwMerw86rSbAEWOT5tcxrWUKdExLMpghARi4kUKL08LCtAjT5OgRxhmm8XUxG0m1X8e02XFxQ08czblaxXPNSYkf0/EmrQnlvkuwBAf7YrEaHy6Nr8f+rllwKz6803AON89ZMejYq/PmC4Vp75SX4UdbroRGHrppcYZfx7RmFqYREdEIrr/+ehw6dAh/+MMfcOmll4646/IzzzyD3//+95AkCTfeeGNI1hhJmPMhIgqdYy0v4YE48TNRscOMizVZ0LfL0Np90JZU9X2N3dKIZjatLKPJvRZe9SS0H++pJkvA1htbcfD5YyxMIyKiaYc5n9BizoeIKDRU1QnV/hwGboVd49WizJmC5voEGOp8eOhPzPEQUb+rFq7Gby4kYX1UHQwDXjx8tnehqneMuLk+ERHRVBLp+Z6h74olIqIp4e0PzwnjVcvnICFu/IU+VqcLb526IMRuWL14yA9pPkXB30pOC7Gd+QsRaxh+Z7dOlx2v1pwSYnfMLYTG9p9CzKZImJc0ed3SACApwb9jWmgKuFJiBv8/arcGr2tail/HtFa7DUqYe+vqZM2gIrRWZ/g7uVFwNdrFTmbpUeMvGBtObY94nTlx8eM+V3Wr2DFtTsrYOqYBQHbcF9DtE98235fVX+S7q7Z4yOOuyp0vjDucDhxtqA94nXS/wjR2TCOiiVAghfRB4fHVr34VGRkZUFUVn/vc57Bjxw689NJLqK+vh8fjgdfrRX19PV566SXs2LED999/PxRFQWZmJr7yla+Ee/lERERDanI2I0feJ8TcKvBcUz7k6igYuhVom7ohOdwAgJVXLsWitfOHOhURzSDXzt2OMpeYW1me1oHD/zgUphUREU0O5nxmBuZ8iIgoIjl2QVLFewHK3DpUOlPg2hWF3JxEJKfFh2dtRDQlRel1qO3IQZNX7MGyctlF1NR3hGlVRETBF+p8D3M+4RHp+R52TCMimqI6u204eqpKiG3fNHK3suG8ceICHG6xA9sNq4Y+596qSjRaxaKIe5YuH/EaL1Qdh9PXfw2tJOPGTDcyXGJxSKl3DlZG5Y1l+WPm3zEtVIVpcSYjtBoZXl9/t7m2HtugopPx8u+Y5lUUdDgcSDaZgnL+8Uo1xqB9QFe8FgeLaiJNo3/HtKjJ6ZhW498xLXZ8BXA2pxutPeLzfu44CtOWJ67D4apYrIvqX9fqmHZEyV44FC0Ot1aixWlBqlF8jmfHxWNxcgrOtrX2xd4su4h1s2YPeZ30eLHolIVpREQ0ErPZjN27d+PKK69EZ2cn3njjDbzxxhsB56uqioSEBOzevRumML93JCIiCmR/67u41twsxCo9OhyuyoOmXYbW5tct7Z+5kzYRAZelL8CfSrKwMP18Xyxd64WmsAF1FxswKz8zjKsjIiIaG+Z8iIgo0qiqCtX+tBBr9mpQ6kpEQ3sCDMdVfPG3N4RpdUQ0leVrb0Kj9wjm6PrvR7xkbhNeOnIcc2ZtC+PKiIiIxibS8z3smEZENEX948AF+JT+LlhGgxab1kyskOulwyXCePPieUiOHboD25+Lxa5nS1PTsCwtfdjzuxUf/lxxRIhdM2sJJNtPhZhTBdISfzTaZY9bYpz4i7g9RIVpsiwhKVq8dpsleNdONpkH7VfQag/N9zacZKNfJzcXi2oiTZND3L0sY5I6ptV0i9fJjhvfdarbxIJYSQJmJ4/9XBpJg1bpSgxsTKiXVNyQehEAoAJ4o+7MkMdenZcvjN8qLwvY4dC/eLWxywI1zN0QiYho6luxYgWKi4txyy23QJbl3j/uDvGQZRm33norTp8+jeXLR95wgoiIKBy8ihcu24swyv2b/agq8Gb7LDgrY2HsVqBr6oFkdwEAlly6AMsum9hGTkQUGcxaPU73LBfyNzoJ2Hx3Bw7uKgrfwoiIiMaJOR8iIooonqOA94IQqvBqUeFMRfc/YpAco8eydfPDtDgimsp2LLoMZ+zx8A7I+WgkoLNpd/gWRURENE6RnO9hxzQioinqnf3nhfHG1XkwRenHfb4LDa0oqRV3m75lbcGQc2u7u/FhdaUQG023tLfqz6DFKRYjfSo7AVm+eiFW6knD8ug1o1n2hCQmiEV3VpsLLrcXBv3k//pLiTWjudvaN/bv2jQRWllGYlQU2h2OvlibzQYkpwTtGuPh3y2KHdMiT6PdrzDNFPzCNEVVUd8jdmabPd7CtNYuYZyZEAu9dnzP/+UpD6Cp8xVkaPt3YLo9vRTPNvXeALm7thifzls36Lir8+bjiUMH+sbNNitONjViZcbgXbozE8UOdHaXB+1WO5Jjhi4gJiIajqr6l7FTJMvMzMTzzz+PxsZG7N27FyUlJejo6AAAJCYmoqCgAJdffjkyMjLCvFIiIqLhneg8gc3mMiHW7NPgrdqF0LTK0FoVoVvaPf98CySJ73uIqNemrKtR63kN2fr+vOmqua34vx8ewm0P7wzjyoiIgoc5n5mFOR8iIooUqv05YWxVJFxwRaO6OxHGd4A7vro5TCsjoqkuMzEWpSWz0BLXhkytry+en3sWnd12JMRN/Q4yREQjYb5nZonUfA8L04iIpqD6pi6UXGgQYtsvWzShc/p3S0uNi8aGBXOHnPvXklMY2KMn1mDAzvyFw55fVVX8seyQECtMykaM9z8gD+jP6VEBc+yjY1n6uCXGDy7m6Oy2Iz0ldojZweVfSNJmsQf1/CnmaKEwrWUKdExL8e+Y5rQGmEnTkaKqaHaIBWPpUcF/LrXabHArPiE2K2Z8hWlVrWLHtLkpCeNe11xzDt5pSkeGtq4vlm+0IlVvQ4vbjJKuBlRa2pETkyQcl5eYhLyERJR1dvTF3iy7OGRhWnp8DPRaDdze/u+/prWLhWlERDRqGRkZuOuuu8K9DCIionG70PF3FMY4hdhxeyxqzqcjuhvQNVsg2Xq/Pr9wHlZddUkYVklEU9X2rOV4uywd2cn9m65lab3oSj6L7rYexCVPfl6YiIhoMjDnQ0RE05mqdEF1vomBt1tXenSodKah7UgC4n0qdt5/WdjWR0RTX4zzCjT6ioXCtPWLavHhyfO4avPKMK6MiIho/CIt3yOPPIWIiELtnf3nhHFcTBTWLJ877vM5PV7sKhLPeePqJdBqBv8acHm9eP6MWMR286IliNLphr3G0fZqnO1qFGKfmzcHWVKpECvzxCE3bsdYlj9uMWYDdFqNEOvoCk0BV3KsX2FaEDumAUCKSdztpdUW/sK0QR3TnOyYFknaXFZ4VEWITUbHtDqL2JVNL2uQYh5fYVa1X2HanAkUpgGA13A7PAOqdiUJuC/zTN94T13xkMddnZcvjN8sL4WqqoPmaWQZs5PE/6b+3wMR0WgpqhTSBxEREdFEtbpaMU8+IMRsioSX6hdA06iHrkeB9mxN39fufuxmdksjIkGKMRofdYgbrEXJKtZ+ugdHXj8RplUREQUXcz5EREQ07ThegwRP39CnAmUeA8osKdC9LGPLVQWQZd7GSkSBXZd3DS46ozHwVhuDRkFd+WvhWxQRURCFOt/DnA9NBr6jJyKaYlRVxTsfikVkWzbkQ+tXYDUW7xWXweJwCbGb1iwZcu6b5aXocDqE2D0Fy0a8xp9KxW5p2eYE5Gj+F5oB7198KuCLejBkNw1JkoTEeLGAK2SFaTHiddsswS5MEwt1WqdExzSxMI0d0yJLk13slqaTZCQbogPMHr+6HvE6mbGxkMf5mhHswrR1KXeiymMQYtclVwMf95jcXVs8ZMHZ1XnzhXFdTw/OtLYMeQ3/Nfp3fSMiIvJXU1ODmpoauFyuEec6nc6++URERFPNwZY3scrULsTK3HqcPJsLYyega7FC+njjn7lLZmPDDavDsUz6/9m77/C4yjN9/PeZrt57c5FlyVXulruNbQzGxnQWHFrqJhBISAgk2eW7Iftj2V1gSUhICIRQAwYDxjbYBmMb9yLbcpPVLFm9d02fOb8/hEd6ZzSyJI9mVO7Pdc2FzjvvOecZYU155jzvQzTEpUVej3qrRhjLSq/Fkc+PuNmDiIhoaGLOh4iIRgJZlmHXvy+MVdmUKDBEoepiBNRtNnz3Nzf7KDoiGi6mpcQhtzEODXbxkveYiBOwWm1u9iIiIhp6RnK+h4VpRERDTH5xLS5XNApjq5dMuqZjfnxU7IA2f0IyEiN67nT07tkcYTsrMQnjwyN6PX5JewP2VOcJY98bn454iMe6ZPHH1MgH+xq2R4SHiQVcDU3eKeCKGuSOaZEBQ68wzbljWr2xrcciHRqeqgxiJ7MYv4EXjPXGuTAtMSh4wMe6XN8sbKdEhg74WAAQpg1FvmWiMBatNmNqYH3n+Toaca650mW/jMgoJAeLz7k7iwpc5gGuhWnOj4GIiKi7Xbt2YezYsZg6dSr0ev1V5+v1ekyePBnjxo3D3r17Bz9AIiKiPrLarbDoP4RK6soj2GRge30yLCUB0Dh1S7v7yVu4kjYR9eimxDk42h4ljCVpzSjRH4fZaPZRVERERP3DnA8REY0YljOQbIXCULFFjQJ9DKQPVEhPjURwaICbnYmIOqmUChiaZqHKqhLGF2aW4MzF4XGxPhER0UjP9/CbWyKiIWbXNxeE7bjoYEydGD/g45XWN+NYYZkwdtu8KT3OvVhfhxOVFcLYvVOnX/UcbxcdRffyo2C1DnMC/ilcTGSXgVbN3ZAk7770RDglsLzVMS0iyKkwre3qbyL6I9q5Y1qH7wvTonRi9yyLbEez2eBmNg03zoVpsX49F7deq4pW8TyJwQMrTGvRG106RSZdY2EaAIQHPYgOu1iQ90BCV/HvtrKzLvtIkuTSNW1HYc+FaWOcC9PYMY2IBkiWvXsj3/jwww8hyzI2bNiAsLCrdwYNDw/HbbfdBrvdjg8++MALERIREfVNTnMOFgVcEsYqbUrsy8+AtkGCuq4DUktnZ/b48TFYdtcCX4RJRMPAuKBI7GscJ4wFK2RM2diGnL3nfRQVEZHnMOczOjDnQ0REI4Vs2CRsd9glnDGE43JZFDRVdnzvqfU+ioyIhpul0RtQbNYKYyFaMy6e3+6jiIiIPMfb+R7mfHxjpOd7WJg2jCiVyh5vKpXq6jsT0bBgs9nx1YGLwtjKRRmQrqEr0SfHxG5pIf46rJg6vse57zl1S4vyD8Cqcam9Hr/ZbMAnl08LY/eOmYhY+ZAwdtmqxczon/cxas8JdypMa/BSYZpzx7S61g6Pdg+LGoId0yKdCtMAoNbY5oNIaDBU6cWCsTj/wSlMc+6YlhA8sPOUNzQL20qFhLiwoJ4n98OcyFXIN4t/f0tCq6GWbACAz8vPwybbXfa7frxYmFbU1IiChgaXeSlRocJ2aX0z7HZ+EiQiop4dPnwYkiRh9erVfd7n+uuvd+xLQwdzPkQ02hU0/hNRKrGT0Yn2UFSdj4amxQ5VbteiS3f96hYoVUpvh0hEw4QkSQjwW452m/g8sWhWNQ5vPeajqIiIiPqHOZ+RgzkfIhrNZHsH7IbPhLHLVhWKDDEwbvVDiFaBKfMnuNmbiEi0dFIqzrXGosUmXvaulfZ59Jo8IiKiwTLS8z0sTBtGZFl2eyOikeHU+TI0NIkFRquXZAz4eFabHZ8eE1eBXTc7A5oeEt0dZjM+vZgrjN01eSrUyt4v9PmwOBsGm8WxrZIUWBuxC5pu3dJkGahR3ASlQjOQh3FNwkP8he2mZs92LnMn0qljmsVmQ6tT96ZrEeXSMc07j6s3aoUS4Rrx913HwrQRo9ogFozF+Q2sk9nVlLeJ5xlox7SyeqcOb6FBV30+6wuNQoNSeb4w5q+w47rwywCAelM7jtaVuOw3PTYOsQFi8eaOonyXeSmR4koYZqsN1c38OyKi/pNlyas38o2SkhIAQFpaWp/3SU3tXHiiuLh4MEKiAWLOh4hGswZTA8YpDghjrXYJW0rSoa1VQlOnh9TY+VkxKjECq+5b4oswiWgYWZ+0GKcM4cJYis6E3NJv+P6KiIY95nxGB+Z8Rg7mfIhoVDNugwJd18nIMnDOGIiixigEnJZxw+2zfRgcEQ03If46VNWkocppMaJ50wtxucJ1YWgiouHE2/ke5nx8Y6Tne1iYNsxIkiTciGhk2bVfLAybMDYaY5MiB3y8/bnFqG8TC5ZunTulx7lb8nLRbulamVohSbhrytRej2+22/DOJXGV2XWJExAn7xHGyq0azI79t/6E7jFhTh3TGlu8VJgW7O8y1tDmua5mUf7i8dvMJhitFjezvSfaT+xIxY5pI0eVYfA7ptllGZWtHipMaxDjTYoIHWhYLiaG/xD1Tisw3Rvf1e1ye9lZl30UkoTrU8XV3j4vcC1MiwjyR4BWLOItqWu6lnCJiGgEs1qtADpXXu6rK3ONRuOgxEQDx5wPEY1WR+o+xwy/RmGs0KzB2VOp0DbbobpY4Ri/85c3Q61ReztEIhpmZkQkY29TsjAWobAj/qYmFJ4a+l/eEhERMeczsjDnQ0SjkSzbYWt/VRirsSlxzhCH5uwQKMwW3PPYDT6KjoiGq0z/W1BqEfPD8SEdOHXqSx9FRERE1HcjPd/DwjQioiHCZLZi3xGxSGHV4oF3SwOAj4+eE7anpcRhQpxroZssy3jrzGlhbPmYsUgI6r0gZEf5eZfCo/viT0CnsAljpVgGjdK1UMsbwpw7pnmpME2jUiFIpxXGGto8d+4op85LwNDomhalEwvT6oztPoqEPK1KLxaMxQ5Cx7R6fQfMdvH5IzFoYAVwZQ3NwnZSpOcK6dKDpyLXFCGMTQ9oQoiqc7W3XZW5MNmsLvvdkCqudJHXUI+iRnHVJkmSkBIVKoxdZmEaERG5ERnZ+d7+0qVLfd7nytzw8PCrzCQiIhp8dtkOc8cHUHa7NtMmA9uqxwElWmjqDJDqOz8ThUaH4IbvrfBRpEQ0nCgkCe3Igrnbqq+SBCxZUoPDnx33YWRERER9w5wPERENe+b9UNjLhKE8sxZFbVFQb1Vg8uQ4aP20bnYmIurZminTcL49Enq7WOxvatnho4iIiIj6bqTne1iYNgzJsuy4EdHIcSi7CB36ro5lkgSsWpQ+4OPVtLTjm1xx9dfb5vXcLe1IeRnyG+qFsY1TM3s9vizL+EfhYWFsfmQCEvGFMFZlVWFm7DN9jNrzwl0K0zzXtexqIoLEc3uyMC1Io4FWqRLG6vTee2zuROnEgjl2TBsZzDYr6k1ikWGcn+c7ppU7dUvTKJSICghwM7t3zh3TEsM9F69CUqBVtRa2bm/FlBJwR0xn17R2qwn7ql27oc2OT0C00+P5vNB1XkpUmLBdXMvCNCLqP1mWvHoj38jMzAQAfPDBB33e5/333wcATJnS82cD8i3mfIhotDnTnIPFAWL+qsKqwv6cdOhaZKgKqhzjtz66lhcsEVGf3Zi4EhcMYj4oNUiPM2f3+iQeIiJPYc5ndGDOZ+RhzoeIRhtb+9+E7Va7hCMdsagqCoe6xYbvPbXeR5ER0XCWFBmKS7VjUGUTO81Mn5yHugZeo0ZEw5e38z3M+fjGSM/3qK4+hYaKJUuWQJL4REA0Uu36JlfYnjE5CVERQW5mX92W4+dh75bY9teqsSYzrce5b545JWyPDQ3D4pQxvR7/eMNl5LZUC2MPj7kEf4VFGCu0z8VStVhk4U3OHdM69GaYzFZoNYP/EhgR5I+Sbp2O6ts8VzgmSRKiAvyFQp6hUJgWzY5pI1JNDwWGg1OYJhaTxQcHQzHA9z7lToVpSZGhAw2rR3OiHkBF/btIVnc9590aU4TXKqYDALaWncXqhEnCPgpJwg2paXgzp+s5d3tBPh6ZmyXMGxstrm7xTe4lPCUv4/tAIiJycfPNN+Pzzz/Hxx9/jA8//BB33HFHr/M3bdqEjz/+GJIkYcOGDd4JkvqEOR8iGq3O176JaSFiLulIWxgazkYjpN4Aqbqzy7R/kB/W/etqX4RIRMPUwpiJ+HNOPDL9mx1jUUob1LNLUVtWj+ikSN8FR0REdBXM+YwczPkQ0WgkW3KhsBwTxgrMahQZoiH9U40wfwnps8b5KDoiGu4SbTeiwnoM49VWx9jEuEbsPHUEN6xc5cPIiIiIejfS8z0sTBtG9u7d6+sQXFy+fBl/+MMfsH37dpSVlUGr1WL8+PG488478ZOf/AT+/v5XP0gfffXVV3jnnXdw4MABVFVVQaVSISYmBtOmTcN1112H73znOwgMDLz6gYiGoNZ2I46cFFeHXr14kpvZV2ez2/HRkbPC2JrpE+Gv1bjMrWhtxVeXioSx+6ZnXrUY5M2CI8L2mIAQTFC+LozV2ZSYFvNsf0L3uLBQ125LTS16xEYFD/q5XTqmtXuuYxoARPkHiIVpHb4vTItyKkyrNXA1mpGgyiAWefmrNAhSe36VeueOaYlBA/s7NVutqGkR/+0lRXi2kC7WLx5fmJORrO56/kzRGjBG14ISYwj21RSg1WxEsEYn7HfjBLEwLb+hHoWNDUgNj3CMLckYiz/v7OpIWdHYijOl1ZieEufRx0BERMPf/fffj2effRYlJSW45557cPToUTz66KNISkoS5pWVleHFF1/EH//4R0iShKSkJHzve9/zUdTUk6GY8yEiGmyN5iZM0hwWxlpsCmzNnQxdkwx1YTXw7aJLN/1wFQJ7yPEQEbmjUShRbJwBu3wBim9T3SoJWHRjA45szcb6H1/v2wCJiIh6wZzPyMGcDxGNRnLH34Vtowwc00ehvDIS2kpg3QPzfRQZEY0EN01agP1tYZivq4Km2+WNTVWfAmBhGhERDV0jPd+j8HUANHxt3boV06ZNwwsvvIC8vDzo9Xo0NTXhxIkTeOKJJzBjxgwUFhZe83mampqwYcMGrFq1Cm+++SaKioqg1+vR2tqKgoICbN68GT/+8Y89ci4iX9l7OB8Wq82xrVYpsTRrwoCPd+BiCaqaxKKMOxdM7XHu22dPC53VAtUa3Jo+udfjF7c1YE91njD25IRGBCpMwliuZQrCtL4tpAgK0EKlEl/umls8WyDmTkSgeMFUQ5uHC9MCxOMPxY5ptT102qLhp0ovFqbF+YUMyuqOFW1OhWnBAytMK29oRbenNQBAUkToAKNyT+N/L0xO57k/4RwAwGK34cvKXJd9ZsUlICZALKT/vCBf2J6UGI0Upw5vX5y6eO0BE9GoIQOwy5JXb/JVo/Isq9WKxsZGtDoVNY82Go0GH3/8MQIDA2Gz2fDiiy9izJgxGDt2LBYsWIAFCxZg7NixGDNmDF566SXYbDYEBATgk08+gVbr+SJzIiKi/vimcgum6pqEsTyzDrlHxkNTb4ZUXgsAUGtUuOWxtb4IkYiGuaXxq3HJLOZhJoW3IvvQHh9FRER0bZjzGT2Y8yEiouFKttVANm4TxootahQYo2Hc7AeFxYI7fsLCESIauMmJMSioS0C1VezLkjr2HNo7TG72IiIaunyR72HOxzdGer6HHdNoQE6dOoW77roLBoMBgYGBeOqpp7B8+XIYDAa8//77+Nvf/ob8/HysXbsWJ06cQFBQ0NUP2oOWlhasWrUK2dnZAIBbbrkFt99+O8aPHw+lUomysjLs27cPmzdv9uTDI/K6XfsvCNsLZo1DUIDOzeyr23TojLA9KTEak5NiXeYZLBZsOi92Vrtt0mQEXeUF7O2iI8KbklC1Bpna94U5TTYF0qL+v/4FPggkSUJYsD/qGtsdY40t3ingcumY5unCNH+nwrQh0TFNvNCj3tQOWZYHpYiJvKfaIH4YiPMbnI6D5a1iAVxC8MC6nJU3NAvb4YF+CNC5doy8VvOjbkFRxf9gktbgGLs+vBy/K5IhQ8K28rO4bcwMYR+FJOGG1An4R7euaZ8X5OGn87Ic25Ik4caZ6XhlV1dnyp2n8/HL9UuhVHBdCSIiANi8eTN27dqF6upqNDU1ITQ0FImJiZg+fTpmz56NSZMmOT6HjvT3IpmZmTh69Cg2btyIU6c6X18uX76M0tJSAJ2P/4pZs2bh7bffRnp6uk9iJSIiusIu2wHjB1B0S39ZZeCTklSoalRQF1cB9s7XsJXfWYrI+HAfRUpEw9mahFn44GIsUrVdCxvGqqxoSziPjlY9AoL9e9mbiIh8gTmfLsz5EBHRcCTr34GEroW5bTJw2hiMSw1R0OVIyJyRBI3W89/dE9HooVBI8GtbhirbWSSrrY7xGeOqcTDnDJYtmOPD6IiIyB3mfDqN5HwPC9NoQB599FEYDAaoVCrs2rULWVldF1OvWLECEyZMwBNPPIH8/Hw8//zz+H//7/8N6DyPPPIIsrOzodVqsWnTJqxfv164f/bs2bjlllvw4osvwmazuTkK0dBWU9+K0+fLhbHVSzIGfLzKxlbsv1gsjN2ZNa3HuZ/l5aLZaBTGvjMts9fjN5sN+KT0tDD2m7QOBCkMwtgZywQsDxh41zdPCgsRC9OavNQxLdKpMK2+zbOFYy6FaUOgY1qkU2GaxW5Dq8WIEI2fjyIiT6gyiAVjsYNWmOaZjmllDWK8iYPQLQ0AAlQBKLJNxSQcc4yFqKyYH1KFwy3xOFpXjFpDG6L9xAL9GyakCYVp+Y0NKGhowISIiK45MyYKhWn1bXqcKq7E7PGJg/JYiGjkce4cOZKYTCZ89NFHjgVKJEkSEjMAMHHiRNx88834yU9+4tLyfiTKyMhAdnY2vvzyS2zbtg2nTp1CfX09ACAyMhIzZ87EunXrcN111/k4UiIiok6nG09jadBlYazMqsKhQ5OhrbdAKq4C0Pk6f+cv1/d0CCKiq/JXaZDTmg5EdhWmaSVg3oYmZO/KwZLbs3rZm4hoaGLOhzkf5nyIiGioku16yPp30f0S4lKrCrn6GDR/EwI/mx3f+83NPouPiEaOGyesxkXjPzBLa4Lq2ycdpUJG1eVPABamEdEwNJLzPQBzPs5Gar6HhWnUb8eOHcP+/fsBAN/97neForQrHn/8cbzxxhvIzc3FSy+9hN/85jdQq9X9Os+BAwfw9ttvAwB+//vfuxSldSdJElQq/nOm4emrAxeF7UB/LebPHDfg43109KzwJiVQp8ENM1yrpWVZxptnTgtjS1PGYFxY7ytQbyo+AaOta7URtSRhUeB2YU6zTYHk8N/1P/hBEhYqFog1NnunMG3QO6YFOBemeedx9SZSG+gyVm9sZ2HaMFdjaBO2Y/0H1smsN3ZZRkWbZwrTyp0L08I9H+8VCcHfQ4vpOEKUXU+89yWcx+GWeMgAPi8/hwcmiO+VZsUlICYgEDUdXQWznxfm4dGIBY7tsdHhSIuLRH5VvWPsdAkL04iIAKC2thYtLS0IDAyEUqlES4v4vK9QKJCXl4f/+7//w+7du/HMM89gzZo1LscZiSssrVq1CqtWrfJ1GERERFd1pvo1ZEZYhbG99bEwFgQj6HIVJJsdALDo1rlITIv3RYhENEJMjVqNSstXiFd3LdCWmdCIrW9/w8I0IqIhhjkf95jzISKiYcH4CSS5XRi6YNahoC0aus+AqGA1xk0e2RcZE5F3zE1NxPZjsagLbEKcqquhRWzECZgtVmjUvJaYiGgoYc6nZyMt38NXX+q3Tz/91PHzgw8+2OMchUKB++67D0899RSam5uxZ88erF69ul/nefnllwEAISEhePjhhwccL9FQt+ubXGF7WVYatJqBPT1brDZ8fPScMLZu1iT4a10LQ49XVuBifZ0wdt/0Gb0e32y34d1Lx4WxJ1INCFaInbpOm5OxIrj3Y3lTWIhYIOatjmkRQWLhWGO7waNvjKL8xcdV1+H7jmlapQrBah1aLV0XetSb2jEeUT6Miq5VjUEsGIvRBbmZOXD1+g6YnbqfJgYNrKCsrKFZ2E6KHLzCtMzwRThxORhz/bo+LM0PqoNOYYXRrsK28rMuhWkKSersmnb6pGPs84J8PDpvgTBvxtgEoTDtXFnNID0KIqLhJSAgAPfddx9uu+02jB07FrIso6GhAWfOnMHOnTtx5swZSJIEs9mM7Oxs/Pd//zfmz5+P0NBQ4TiSJKGgoADnzp3Dzp07UVVVhZiYGGRmZmLevHmYNGkS/Pz8YLfboVAofPNgiYiIRqAWSwtmBRwTxppsCmzNngZtgxWKwgrH+F1PbPBydEQ00mxIWoS9xVG4JazMMRansqFSeRg2qw1KldKH0RERUXfM+RAREQ1fsizD1v53dH9lrbYqcU4fg9rcMGhlCbfev9hn8RHRyKJRqWBsmI2qhHyhMG3epDKcPFuA+TMzfBgdERE5Y85ndGBhGvXbgQMHAHQ+ScyaNcvtvKVLlzp+PnjwYL8K08xmM7Zs2QKgsxpUp9MBAGw2GyorK2Gz2RAbG+sYJxquLpXWoeiyWBy2evHAPxh9fb7IpSvXHVlTe5zbvSACAFJCQrE0ZWyvx99Rfh61xq7OSRJk3Bi+S5jTYpMQGfJUf8IedOEhYoGY1wrTAsXCMYvNhlaDCSH+nnnuigoQu5PV6zuGxIoAUbpAsTDN2N7LbBoOnAvTYv0G1smsN+Wt4jk0CqVLV8C+KnPqmJYUMXiFaSqFCtVYBlnegit/ehqFjJsii/BR7UScb65CcVs9xgZFCvvdmCoWphU0NiC/oR5pEV3zpqXE4oNDOY7ts5erBu1xENHII8sjZ4UgZ+Hh4di4caPL+O233461a9fisccew6lTp6BSqWC1WnHkyBFs27YNGzduhM1mg1KphF6vx0cffYRnnnkGRUVFjrlXBAYG4tZbb8WvfvUrZGRkOPYbDux2OxobG6HX65GQkDBs4iYiotHjq7IPscFP/Ax4zuCP0iMJCK1ohGTpfE3OXDEFE+ek+iJEIhpBInSBONYyXihMC1TImLKhGecP5WHakkk+jI6IqP+Y82HOhzkfIiIakiwnoLCXCUP5FjUKOmKgeEcNpdWCm7+33EfBEdFItCJ+Ay6ZP8EMjdlxvY5OZcPloq0sTCOiYWck53sA5nx6M5LyPSwFpH7Lze3s7pSamgqVyn1tY3p6uss+fZWTkwOjsbOoYerUqWhtbcVjjz2GyMhIJCcnY+zYsQgJCcGqVauwd+/e/j8IoiHCuVtaVHggMq+hbf2Hh84I2zPHxmNCXKTLvMq2Vnx5qVAYu2/6DCh6KWiSZRn/KDwsjP0opR2hijZh7JQpAdPCh1YyKSxULBBrbPZOZ7GIIH+XMefCwWvh3DHNYrej2Wh0M9t7IrViwVwdC9OGNZPNikaz+O82ZlAK08Risvjg4F6fk9yx22WUuxSmhV5LaFc1Per7qLGJHwjujstz/Lyt/KzLPjPj4hHrVFz6eUG+sD0lKVbYrm3tQE0L/56IaHiw2+0oLy93e/PE8Z1pNBosXrwYy5cvd8zRaDQwGo2QZRkAHAX8f/jDH/D9738fRUVF0Gg0QrIKANrb2/HWW29hzZo12LFjB5RKZY/nHCpsNhtef/11LF68GP7+/oiJicG4ceOQl5cnzNu2bRueeOIJ/Od//qePIiUiotHOLtuhM29C9497FhnYdH4ydI0yFPnslkZEnhcbvBLNNvH7rDnj63Fkx0EfRURENHwx5+NdzPkQEdFwYdN/KGy32SWc1EehrCoC6mZg7vxx7FhNRB61bNJ4XGyOQYNdvAw+UHMANtvQfY9PRDRUMefjPSM138OOadQvRqMR9fX1AIDExMRe54aFhSEgIAAdHR0oKyvrda6zCxcuOH622+2YPXs2CgoKhDlmsxlfffUVdu/ejWeffRa/+tWv+nUOAFd9ohyqT0g0MtjtMr7cLxamrVyUDoViYJXvxbWNOFoo/q3dkTWtx7nvns2B7dsXbQDwV6txW8bkXo9/vP4ycluqu43IuCdmrzCn1S4hOOgX/YrbG8KCxQKuZi91TNOqVQjSadFmNDnGGto6MC4m3CPHj/BzLXyr03cgzM/PI8cfqEidU2GaiYU0w1n3LolXeKNjWmLQwM5R29oOs9UmjCVFDl7HNAAYEzABX9dGI1bV1dFsol8bojUdqDUHYFvZOTycvkzoZqiQJKyZIHZN+7wgD4/NX9B13Kgwl+eQs5erEDNtwqA+HiIiT2hpaUFSkvsFF+Ru70UHQqFQoLW1FTU1NYiJiYFKpUJHRwdqa2vxzTffuMyfPHmyY78PP/wQf/rTn2CxWKDVamEymRATE4M77rgDMTEx2LJlC06dOgUAKCsrw3/8x38gIyMDKSkpLo9BkiQ0Nzfj7Nmz2LFjB0pKShAUFISpU6di7ty5mDRpEgICAmC326FQDM7aQLW1tdiwYQOOHj161d/rmDFjsH79ekiShLVr1yIzM3NQYiIiInLnRP0xLAoS81eXLWpkf5MB/8o2SHoDACB1xljMWtVzXouIqL9uT74OJyr/hJXBXbmbBLUVhc1fQ5a/J+RsiIiod8z5MOdDRETkTJYNgPFzYazUqkKhIRamT/zhZ7Xg+/+2wTfBEdGIFeSnRX3tZFRFlyBSaXaMZ027hPMF5ZiWnuzD6IiIhh/mfLyT8xnJ+R4WplG/tLV1XZweGBjYy8xOVwrT2tv7V5TQ2Njo+Pm5556D0WjEmjVr8Lvf/Q7Tpk1Da2srNm/ejCeffBItLS148sknkZ6ejptvvrlf5+ntCZRosJ29WIGaerHgY/WSSQM+3oeHxY48YQF+WD3dtXjBaLXg/XNiZ7Vb0ychWKvt9fjO3dLuimtEuFIsJDlljMayuBv6E7ZXhIcGCNuNXipMAzq7pomFaZ47t1alQqhOJ3RJq9N3IC3CtUueNzl3TKtnx7RhrcYg/p37K9UIVPX+fDEQFW1OhWnBAytMK3PqluanUSEyKMDNbM+QJAlGza2wyH+C+tvrmBQS8C+xF/FS6SyUdjTibFMlpoUnCPutdSpMK2xqRH5DveNvWKGQMDkpBkcKSh1zzpRWYyUL04joqiTIsrcvrPT+hZw7d+7EXXfdhdjYWIwZMwbh4eE4ffo0KisrHXPMZjPWr1/vSFgBwLPPPouKigpIkgSLxQIA2LRpExYuXAiFQoHrr78ed911F4qLi6FSqXD06FHs3LkTP/jBDxxJqisJqD179uCZZ57B3r17oVAoIMuyI3GkVquxbNky/Pu//zsWLlw4KL8Dm82GdevW4fjx41AoFLjjjjuwZMkSPPzwwz3OnzJlCubNm4djx47hk08+GfJJKyIiGnnO176K2RHiYiJfVCQDFWoo8oscY3f+8mYWihCRxyQFRuBvzSlCYVqo0o6UNbUoy6tEcnpCL3sTEQ0lzPlcwZyPiDkfIiLyJdmwAwp0FYXIMpCtD0d5Sxj8T8uIi/RH/NgYH0ZIRCPV/NBbUWr5ElO1Xc9BoX5mfJ2zA9PSf+DDyIiI+sMX+Z7O83rbaM/5jPR8DwvTfKC5uRmXLl1Cc3Mzmpub0dHRcc1VpPPnz0daWpqHInTP2K34QaPRXHW+9ttCF4PB0K/zdHR0COdctWoVtm3bBqWys6V3VFQUfvSjH2HKlClYunQp7HY7nnrqKUdVKNFwsMupW9qYxAikjoka0LGMFiu2HD8vjG2YMwkalevT/Nb8PDR1+1sGgPumz+j1+MVtDdhTnd9tRMa/Jh4R5rTZJWgDHh2Sf4NhIWJnsZY2A2w2O5TKwVnBsLvwIH+U1DU5thvaPVsUF+0fIBamdXv+9BXnjmn17Jg2rDkXpsX4BQ/K33l5q1hQlhA8sC5n5U6FaQnhIV55XsqK2ojSmr9hvKYr2XVzdDFeKp0JQMK28rMuhWkzYuMRFxiIqm4F/NsL8oTi0qkpsUJh2rnSahARDQchISE4d+7coB3fZrOhpKQEAFBTU4Pq6q7nR0mSIMsyFAoF7r33Xjz99NOOz6anT5/G6dOnoVAoHB2y77rrLixevNix/+zZs5GVlYWSkhLYbJ0Xzr///vu49957hVWRtmzZgh/96EeoqamBSqWCzWYTPttbLBZ8+eWXOHDgAF555RXcd999Hv89vPnmmzh+/DjUajU+++wzXH/99QDgNmkFAOvXr8fRo0dx4MABj8dDwzvnQ0Q02Mr1FZgfeFoYa7ApsP1AJnQVekjNnZ8/Y8dGY8nt830QIRGNZGrdUrTbjyNQ0VUcmzW1Doc+OoTk9Dt8GBkR0fDCnA9zPqMVcz5ERO6ZOv6O7kvb1tqUyNHHo+lUEPxlGXf/cIXPYiOikW3llMn4R3EkFvnpEaK0O8aVlt2Q5e8PyesYiYiGKuZ8Bj/nM9LzPSxM85Ldu3fj3XffxeHDh1FQUHDNCSpnf/zjH72SsNLpdI6fzWZzLzM7mUydXYL8/PwGfB6gs2valaK07hYtWoRbb70VH330EXJzc3H27FlMmzatz+cpKyvr9f4pU6agpaWl1zlEA2Gx2LDnUJ4wtnpJxoA/DO3KyUerwSSM3Z7l+rcgyzLeyjkljC1KSkFqeESvx3+7SCxCWxNRgyhVszB22hSBxWNu7UfU3hMWKham2e0yWtsNCAsZ3C5KABARKJ7bkx3TACAyIAD5jQ2O7Tq97wvTopwL09gxbVir7qEwbTCUt3qqY1qzeJyIgRW49Ve4NgKHrKkYr7ngGItRmzA5oAHnOyLxRfk5PDFlNVTd2jsrJAlrUtPwRreuaV8U5OOxeQscrwfTkmOF85wrq4bRYoVOzbfxRNQ7z37i7D+FQoHExMRBO77NZnN05u7++fpKsmr69Ol47rnnsHr1asd9FosFX3/9NQBAqVTCbrcjJCQEK1eudBznyupKs2bNwnvvvedYHenkyZOOz6QKhQItLS14+OGHUVtbC0mSHMmq++67D0lJSThx4gR2794Nm80Gg8GAX/ziF5g2bZrHVy/65z//CUmS8MMf/tCRsLqaGTM6F6XIy8u7ykzqq5GS8yEiGmx7KjbhnkAxR3CyLRTNZyMQUljoGLv95+ugVLnmgomIrsWtSatxsuENLAmsdYwlaczYUroLAAvTiGj4YM6HOR93mPPxPOZ8iIiuTrZVQWPNExpuXDD5o9IQAt17CmhtFqy8O8t3ARLRiBYdEoiKmlRUhVcIhWmzpxbgUmkdxqdE+zA6IqK+83W+B2DOxxs5n5Ge7xn8VjGj3Pbt2zF16lSsXr0ab775JvLy8mC32x1t/zxx86agoCDHz+3tVy80uNL5LDAw8Coz3Z8nKirK8UfVk+5/mMePH+/XeRITE3u9KRT8E6HBcfR0MVrbxa5lqxZnDPh4Hxw6I2xnpSUjOTLUZd6Jqgqcr6sVxu6/Sre0ZrMBn5Se7jYi45djTwpz2u0S4PcjKKSh+TcTGuRaHNvU4tkCMXcigga3MC3KXyyuG4od0+pYmDas1RidCtN0ni9Ms8syKto8U5hWXi8WlCdFhA40rH4L8b8PertYYHxfQmc3y3pTB47WF7vss3bCRGG7sKlRKDadnhIPRbeiZYPZioMXSzwYNRHR8KTRaPAf//EfsNvtOH36NF588UUsWLDAcf+5c+fwm9/8Bvv373eMNTc349SpzkUarnzWS0hIwJQpU4Rjq7p1Hb7yc1BQEIqLO5/HDQYD/vznP6OiogJKpRKyLEOj0eDf//3f8ec//xnPPPMM/vKXv2D27NmOJFh9fT1eeOEFj/8ezpzp/Bywfv36Pu8THd35BUxDQ8NVZtLVjLScDxHRYDLbLYiUP0P3NZksMvDeyWnwqzQCdY0AgJDIIFz/4HIfRUlEI9nksCTsbxa/VI9Q2hE8rwRNtVygkIhoqGDOpxNzPr7FnA8RUd+Z2t9wyffsa0tEXVkIlFYJi1dk9LgYPRGRp2SoNqDCKi7unBDajjNn9/goIiIi6glzPiM/3zM0KwhGAJvNhp///OdYv349Lly44EguSZLk0Zu36XQ6RER0dlYqLy/vdW5TU5OjMC0pKalf5+k+/2rVt93n1tXV9es8RL6y65tcYXtqegLiogfW1ediRS3OXK4Sxu5aML3Huc7d0pKDQ7BszNhej7+p+ASMNqtje3FoNWLVTcKcHFMoFsXc25+wvUqlUiLEqTitsdk7hWmRQWLhWH2bZwvHovzFwrc6vXceV2+itGJhWpNZD4vd5qNo6FrVGNqE7Vi/IDczB65e3wGzTfw3khg0sOdE545pSV7qmAYAc6PWosAs/k0uD6uESupclWlb2VmXfTJj4xDnVMD/eUHX6hZhgX6YNS5BuH9nTr6nQiYiGnZkWXZcBGK3dz6/Tps2DY8++ihefvllx6ImsiwjOzsb//Vf/+VIzrS0tDiSTleMGTMGcXFxwpgkSaiurnb8DHQutnLl82ZhYSE+/fRTAF2Jr/T0dDzyyCPw9/eHLMtISUnBr371KwBwfOH6xRdfoNWpQ+i1am5uBgDH5/S+sH37mssvggdupOZ8iIgG09G6w1gYWC2MFZm1yN07HupLdYC988LMmx++ATp/rS9CJKJRoANZMNrFr0YXza/FkW3HfBQRERFdwZyPiDkf32DOh4iof2RZhmz4RBgrtWhQYoyA/K4WMFvw4K9v9lF0RDRaXD91Ni7qw1wWkja37/BRRERE1B1zPl1Ger6HhWmD5OGHH8ZLL73kkqgCMOAVkobKKkqTJk0C0PlHarVa3c67ePGi4+eMjP51gpo8ebLjZ5ut92KG7vd3r3glGqo69CYcOFEkjK2+hm5pHx4WCx2igwOwZJJrsVlVWxt2FBYIYxunZULZS2dAs92Gdy51/1Jexm/GnxbmdNglmLQPQCkN7Re9sBCnwjRfdUxr9+x5owOcupPph17HNABoNPk+LhqYaoNTxzQ/z3dMq3B6865RKBEVEOBmdu/KGpw6pvXQPXKwaJVaXLbPEsYCFHYsDysFAHxZmQujzSLcr5Ak3JAqdk37vCBfeJ+3enqacP++C5dgsrh/D0ZEBACyLHn15g11dXWQJAkKhcLx387H2vmcmZmZiY0bN0Kr1cJut0OlUuGLL75AWVkZAMBkMqGqqnNBhyvJruTkZAT30KUzP18sAvbz84NarQYAnDhxArm54kITixYtQkREBKxWq+Mzqk6nA9CV9FKpVNi7d+81/x66Cw8PBwDHY+yLgoLOzwRRUVEejWU0Gck5HyKiwVJU/zoCFWKed0vxeGjLbZAqagEAOn8tbv7JGl+ER0SjxLrk1ThjCBPGxviZcPYCL1QiouGDOR/mfNxhzufaMedDRNQ/dtNBaCF+P39EH4G65iBoLwMpicGIjA/3UXRENFqMjQ5HSW0KqmzitYtTJ15EVW2Lm72IiIYWb+d7mPPxTc5npOd7WJg2CF577TX89a9/BQCXRFVERARWr16NjRs3Ou6/8t8bb7wR9957L2688UbMnTsXOp1OSEx1/0d+11134f7778f999+P++67r9+FX9di0aJFAICOjg5kZ2e7nbdv3z7HzwsXLuzXOVJSUpCcnAwAKCkp6TU5V1TUVeCTkJDgdh7RUPHN0QKYzV0FBUqlAssXpPWyh3sdRjO2nRRfLG+dNwXqHiqj3zuXA1u3vyU/lQp3Tp7iMq+7L8rPoc7Y7tieG1yDJE2jMOeMKQhLY743kPC9KixELHJp9lZhWqBTYVqbZ88b6S8+rroO3xeAhWr8oXRa7a++278jGl5qnArTYgehMK2yTezKFhcUBMUAVoxsNRjRojcKY97smAYAqeE/RINNfIu9Mb7zebrDasa+6gKXfdZOEF8DipoacbGh3rG9cmoquv869CYLDuZd9mDURERDn91ux5tvvom7774b+/fvR1u3147uqwy3trbCZDJBkiRH4qixsfP9a1BQkGOFpCsJq8jISPh/24H2ynHa29tx4cIFYV5wcLAjyXP8+HG0t7cL51iyZInjGFcSaTU1NQgICIDFYoFCoUB9fb3j/J66AOXKoi7Hjx/v8z4ffPABJEnCnDlzPBLDaDPScz5ERIOh2lCNBYFnhLEGmwI7d2RCW9oMfLvwxprvrkBwhOe7dBMRXZEVlY59LeL3SBEKO+zjzsFsNPsoKiKi0Y05n54x5+N9zPkQEfWfoe2PwnabXcLh9gR07AmEbLfjOz+93keREdFoE2u9EVVWsalFelwDjp867KOIiIiIOR9XIz3fw/ZSHmY0GvGb3/xGSFIBwLhx4/B///d/uPHGGx3/eN955x1h33//93/H3LlzHdtWqxXZ2dl47bXX8N5778FgMECSJFitVuTk5GDz5s0+SVRt2LABzz77LADgjTfewLx581zm2O12vPXWWwCA0NBQLF++vN/nue222/Diiy+itbUVu3fvxsqVK3uc9/HHHzt+vlI0RzSUfbn/orA9L3MMQoP93czu3faTudCburrvKCQJt82f6jLPZLXi/XPiBUC3ZExGsFbn9tiyLOPNwiPC2G+duqXp7RJa1fdArVQPIHrvCgsRf8eNzd4p4HLpmNamd6yw5wlRAeLxh0LHNIUkIUIbiFpj1xvJOhML04Yjq92Oeqf/d9GD0TGtTSx+iw8a2IWIFQ3icRSShPgwz8fbm0khs3CwMRQL/buKeGcENiJYaUKrTYutZWdxfcIkYZ/M2DjEBQahqr3rb2Zb/kVkRHZ+MIoMDsDMsQnIvlThuH9XTj5WTBk/yI+GiIYt+dubt885iMxmM06fPo1NmzahqKgIq1evxqpVq5CWlgalUom6ujocPHjQcfGIQqGAzWZDbGys4zO4RqOBwWCAUqmEzWaDSqWCWq2GRqMRzlVcXIzLlzsLgK8kpFJSUhAXFwcAyMvL63rYsgy1Wo2pU6c6znslD3Bl5Seg88ITs9mMiIgIj/5eNmzYgK+//hovv/wyfv7znyMsLKzX+R999BG2bt0KSZJw2223eTSW0WA05HyIiAbD7ooPcXeAmK841BQFy0U/qEouAQAUSgVu+9lNvgiPiEYRhSSh0jILFvks1JL87RiwYHkdTn59FvNvnOXjCImIroI5H+Z83GDO59ow50NE1H+yrQE662mg26UvZ42BqNaHQveFBD/ZggU3zfRZfEQ0ulw/cQmO6f+AuTojNN2el9obtgNY47O4iIj6xBf5nivnHUTM+bga6fkedkzzsL/97W+oq6sDAEfhwfTp03Hs2DHcdNNNjj+UvlCpVJg3bx7+9re/oaCgAKtXr3Yc8+LFi1iyZAlOnjw5WA/Frblz52Lx4sUAgNdffx2HD7uuKvD88887Wh4++uijjlaIV+zdu9exytQDDzzQ43kee+wxR0vEn//852htbXWZ88477zhaJK5duxZJSUkDfVhEXtHQ1IETZ8UuN6uXTHIzu3eyLGPT4bPC2NJJ4xAb6lrQsa0gDw0GgzB237TMXo9/uK4YuS3Vju1ZQTUYr2sQ5pw1BWBF3I/7GblvhIeKBVxN3uqY5lSYZrHZ0GY0eez4UU4d05qNRpisVjezvSdKFyhss2Pa8NRgahc6LQKD1THNuTBtYOeoaGwRtmNCA6FWuXaQHEwKSYEm5fWwdfu1KSXg1pjOTmnf1BSgxSw+H0uS5NI1bVt+nrDKxurp4v17z1+CeQj8rRMReUtbWxvy8/MBANnZ2Xj22WexYsUKZGRk4LrrrsPdd9+NRx55BFVVVVAqlY7P3qmpqZg+fTqAzhWSMjIyYLfbIUkSZFlGS0vna8eVxJTZbMbhw4dhNpuhVCpht9uh0+mQmZnpWBXpyspMQOd78vDwcIwbNw6AuJJSZWUlzGazYx7Qmfi6Ms8Tvv/97yM5ORmtra1YvXq1YwUoZ7W1tfjNb36De+65B5IkYcqUKbjzzjs9EsNoMhpyPkREnma1WxFu3yx0gbbIwLvfzICuvA2SvvPz0fK7FyJ2TLSPoiSi0eTGxNU4bwwRxlKDDMg+usNHERERjW7M+fSMOR/vYs6HiKj/jO2vQiF1fZ9tk4HdbYloKAiGAsDqdZn9ev4kIroWU5JiUVQfj2qnrmnjU854bfF6IiISMefjaqTne/ju38Pef/99YVur1eLDDz9EeHj4NR03Pj4eO3bswCOPPOJIWjU0NGD9+vWOFoHe9NJLL8HPzw9WqxWrV6/Gs88+iyNHjmDPnj344Q9/iCeeeAIAkJaWhscff3xA50hOTsbvfvc7AMDZs2cxd+5cvPHGG8jOzsaePXvwyCOPOIragoOD8eKLL3rksRENpt0HL8Ju70rM+OnUWDRnYB1vzpRWI6+yThi7c8E0l3myLOPNnFPC2IKkZKRFRPZ6/NfyDwrbT407LWwb7BIalLdCq3TfdW0oCQsRC7i8V5gW4DJW3+q5c0cHuB6/weCdx9abSK1YmFbHwrRhqdogFoypFUqEaQbW4bE3ld3aNAPX0DGtyanAzcvd0q6YHfVdVDolu+74tjDNYrdhV2Wuyz7rJoqrY5a1tiCnpus93sqpqcKFnB0mMw7liYXOREQjWUhICH7wgx9gyZIlCAsLcyR82tracOHCBVy4cAHWbwt2ZVmGxWJBZGQkfvzjHyMsLAw2mw3jxo3D3LlzIcsydDodbDYbKisrAXQlrGpra/Hpp58CAJTKzuLmxMRELF261HH/lZWXrqyaFBUVBY1GIxQUWywWlJaWwmw2Q5IkWCydXY5jYmI8+nvRarXYsmULgoODkZ2djalTp2LSpK6FLzZu3Ii0tDTEx8fjv/7rv2C1WhEeHo7Nmzd77EKp0WS05HyIiDzpRMMJzA+oEcYKTTpc/iYBiuIqx9idv7zZ26ER0Si1Ii4T37TEC2NRShuagw8K7+mJiMg7mPPpGXM+3sWcDxFR/8iyHZLhI2Gs1KpGvj4Syn+oAKMR9zy+1kfREdFopFBIULctRpVNXLx65thqHD152jdBERGNcsz5uBrp+R4WpnmQ0WjEiRMnHBWZkiThoYceQmpqqsfO8dJLL+H22293HL+qqgqPPvqox47fVzNmzMAHH3yA4OBgtLe349e//jWysrKwYsUKvPrqqwA6i9K2b9+OoAFeXA4Av/zlL/Hkk09CkiTk5eXhoYcewuzZs7FixQq8/PLLsNlsiI6Oxo4dOzBhwgRPPTyiQfPlfrEYYcm8CdBp1W5m927ToTPCdkJ4MBakpbjMO1VdhXO14gVA90+b0euxzzdV4nDdJcd2ZmAdMvzrxTkmPyyP9/7zz0CFhfimY5pOrUKgTmwb29DuuXOHaHVQO60yVdfh+5VeIp07pplYmDYc1TgVpkXrgqAYhDe4HuuY1iAeJyHcN4Vp8f7JyDUnCGNjdHok6zpX69hWdtZlnylR0RgTKrZm/iz/ouPn6JBAzBgjXjS1K6fAUyET0Qgky5JXb4NNo9Hgvvvuw8svv4ynn34at956K+LjxedFPz8/hIaGwm63Y+XKlfjwww9x++23A+ha4WjFihVQqVQwGAxQKpXYsWMHXnvtNSiVSpSXl+P555/Hzp07AQB2ux0AsHr1asycORNAZ2LrygUpVxJaCQkJjvlXklaVlZUoLi4W5iUlJSExMdHjv5vp06fj+PHjyMrKgizLuHix6/UjJycHhYWFjtjmzp2Lo0ePejRPMVqMppwPEZEnnan5G0KUNmHsk/wJ8C8zAM2di5TMWZOJcdNcc1pERINBrVAir2OqS7f7eatqUXDykvsdiYiGCOZ8mPMBmPPxJOZ8iIj6z27cAw3ExWcPdkShti4EmhYgLTUKoVEhbvYmIhocS5NuwCWTv5jzUcior9rmu6CIiPrI2/ke5nx8l/MZyfke1dWnUF+dOHECFotFqEi8//77PX6eP/7xj9i5cyfa29shyzI++ugjXLhwQaiY9IZ169bhzJkzeOmll7B9+3aUl5dDo9EgNTUVd9xxBx5++GH4+197V5Vnn30W69evxyuvvIL9+/ejqqoKOp0OaWlpWL9+PR555BGEhPDDLA19ZZVNyC0UVz5bvTjDzezeteiN2Hk6Txi7I2saFArXNwv/yDkpbCcGB2PF2HG9Hv+1gkPC9hNjxY5rBruESsVNmKsaeOGpt4WHis9H3mzTHRHoj3aj2bHd0Oa5c0uShEj/AFS1dyX96vRDsDCNHdOGpRqjmEyO9RucQq/Kds90TKtsahG2E8J99/5A6X8XTPJ/Q9vtafk7cbn4z+L5OF5fgkp9C+L9u+KTJAnr0ibij8eOOMa25+fhN4uWQvlt8enq6Wk4WVzpuH/P+SKYrVZoVHxLT0Sjg0ajwZQpUzBlyhT89Kc/BQBUV1fj4sWLKCwsRFtbG2JiYrBkyRIEBwcjOLjrdUvx7XPpPffcg7179+KNN96AzWZDU1MTHn30UbzyyisAgAsXLkCWZajValgsFsybNw8PPfQQgM7VkZKTkxEaGiocMzo62rFttVqhVqtx9uxZFBSIBcRz586FJEmw2+2OfT0lNTUVBw8exIEDB/DZZ5/hxIkTqK2thc1mQ0REBGbMmIH169dj1apVHj3vaDLacj5ERJ7QYGpEVuBpYazZpsDOLdOhK64Cvv2i564nNng/OCIa1VYkrEa+6Qtk6LoWOZoY3oG9m3Yhbda/+jAyIqLRiTkf95jzGXzM+RAR9Z+h/U/ofgVOi02BQ20JMGz1R4DNhvt/fqPPYiOi0WvBxDF47lQMagNaEafqWiwtPvok2jtMCAzQ+jA6IqLRiTmfno3UfA+vYvWgiooKYVur1TqqLfvCaDT2aV5MTAw2btzo+IMCgL///e/43//93z6fy1NSUlLwwgsv4IUXXujXfsuWLRPaH15NVlYWsrKy+hse0ZCya/8FYTssxB+zBrga9JbjF2Cydn2AUikV2DBnssu8mvZ27CgUXyi/My3TUeTQk9L2Ruyq6Ip1amA9pgfWCXNyzTqsSHh8QLH7Sqhzx7RWg2NVusEWEeSPy/XNju2GNs92a4sKcC5M8043uN5EaVmYNhJUO3VMixmEwrQOsxnNTu+BEgbaMa3RqfNamG86pgHA/Mi7UFz5EtK1JsfYjZGX8f8Vz4MMCVvLzuCHExcL+6xPSxcK0+r0HThaUY4FSckAgJXTJuC/Pt3ruL/daMaR/FIsmdR7sTER0UgWGxuL2NhYLFu2zOW+nt7rKZVKPPXUUzAajfjiiy/Q0tICg8GAU6fEhRgsFgtiYmLw/PPPOz7XO6+cZLVaAQAlJSUoLy9HYmIi1OrObsiff/452traoFKpYLVaodFocP3113v0sfdk0aJFWLRo0aCfZzQajTkfIqJrtav8M9zuLy5EcrgpEopcCahrAgBMnDMe05byQkwi8q6bEufjHxfihMK0GKUNlebdAFiYRkQ0FDDnI2LOZ/Aw50NE1D+yrQ466zmg20vxGWMgKtrCEHAUCFTYMfO6Kb4LkIhGLT+NGh11M1AVe0koTJufUYpjORexfMF0H0ZHRERXMOfTZaTlezy7XNMo19jYKGxPmDDB8Q+6J85/OH1NWAHAhg0bHMeQZRm7du3qe6BE5HWyLOPLb3KFsesWpkOl7P/TsCzL+PDwGWFs1dQJiAhy7VD43rkcWL9tTQoAOpUKd0zqPQH0RuFh2NFVOPrLMWLHNaMMlMqrEKwO63fsvhTuVJhmNluhN5jdzPYs5/83ni5Mi/YPELbrOoZgxzQTC9OGoxqnwrRYnee7JFY5dUsDgLjA/p9HlmWXwrSECN91TAtSB6HQKl5cGaqyYk5wDQBgS2mOS5H++PAITIqMEsa25Xe1ao4JCUTmmDjh/p05YvExEdEVsuzd21DkbgGC1NRUvPrqq3jqqacwbdo04b7w8HAkJCRgw4YNOHz4MBYsWOC478rqR4888gj8/f0dqybt378fb731Ftra2tDR0YG//OUv2LJli7DPypUrsXz5cmGMhhfmfIiI+scu26G1vAtlt6dDmwy8t3sm1CUNgK3zwoC7ntjglUWDiIi681Opkd08EfZun2VUEjBlRRlqy+p9FxgRUR8w58OcD3kWcz5ERP1jaH8dim5PhVYZ+Lo9AU05wZAA3Hj7HOZ6iMhn5kSuR6lFK3yW8VPZUFm2w3dBERH1gbfzPcz5MOczGNgxzYOam5sdP0uS5Gj7505AQAA6uhUPdPSjkCAjI0PYvnjxIqxWK1Qq/i8lGopyC6tRXt0sjK1ektHz5Ks4VliGkm9Xlb7ijgXTXOaZrFa8d1YsYNswMQOhOj+3x24wdeCTy6cd25MCGjAryKlbmskPy+J/NYDIfSssxLVwr7FZjwD/wW/THREkFo4NRse07mr1vi9Mi3IuTGPHtGGpxiAWjUUPQse0ilaxmCxc5we/b1eh6I+mDgMMZoswluDDjmkAEBP8EFotP0WwouuT3H0J53CsNRbF7Q0401SB6eGJwj7rJqbjQn3X8+4XhQX4f8uug+bbL0FXT0/D6ZIqx/17zhfBYrVBrXL/JSkREbkKCAjAL3/5S/zyl79ETU0NcnNzUVxcDD8/P2RlZSElpbOzcU+rMaWkpODf/u3f8NRTT8FisUCSJPz+97/Hpk2bEBsbi3379sFsNkOSJNi/XSTiF7/4BcaPH+/1xwkADQ0NkCQJ4eHhPjn/SMGcDxFR/5xvvoBFgWLngRKzFqVfxkBX3bl4U8KEOCzYMMcX4RERYWHcalwyf41UbVfecnJcG458+TXWP3SnDyMjIqJrwZwP9RdzPkREfSfLMmDYLIyVWtW42B4N7T8lwGjEXY/e4KPoiIiA5ZMm4vWCKDT4dSBS2bWYf7DfQVitNqh4bQ0R0bA1WnI+wznfw/I9D9JoNL1uOwsKEruBlJeX9/lcMTExwrbNZkNZWVmf9yci79rl1C0tMTYUGamxAzrWJqduaeNiwjF7XILLvC8K89FgEAug7ps+o9djv110FCa71bH9yzHZwv0mGSiyr0C4Nsp51yHPT6eBn04sdmlq9WyBmDsuHdPaPVs4FukvHr9+KHRM04qFaXqbBR0Wk4+ioYGqMTp1TBuEwrRKp45p8UED68pW6dQtTaVQIDok0M1s75gVcR3yTWIMC4JroVN0Ps9uKc1x2eemCenCdovJiP2lJY7tVVMnCPe3GUw4UlDqoYiJaCSRZcmrt+EsJiYGy5Ytw4MPPoi7777bkawC3K/G9Mgjj+DHP/4xoqOjIUkSjEYjzpw5g127dsFkMkGWZciyDLvdjj/96U9YtmyZlx5Np5qaGvzgBz9AZGQkoqOjERUVhbCwMDzwwAMoLeXrxkAw50NE1D+HKv6CSJVVGPuscDx0xS2AsTM/cMfj63rtREBENJhuSV6Eg23i+644lRVF9dt9FBERUd8w59N3zPlQXzDnQ0TUdzbzUejQIowd6YhETWUY1EYJk9JjERga4GZvIqLBFxUciJqaiaiyioX/C6YW48xFvl8moqHL2/ke5nyGVs5npOR7WJjmQd0TULIso9WpA4izkJAQYbs/CSeLxeIydrXzEZFvWG127D54URhbtSRjQK3r61s78PXZImHszqxpPR7rHzmnhO35CUlIj3RfUNZhMeGfl447ttP9GzE32LVb2vL4J/od91ARGiwWcDU1e6eAKyLQqTDN0x3T/MXEXt0Q6JgWoXMtCKozsWvacCLLMqoN4nuLmMEoTGsTzxEfPLBzlDeKCfCY0EColL59q6tSqFCJRULra61Cxo2RlwAAn5efg9kmXqiZEByMWXHxwtjW/K7XkNiwIExLiRPu35VT4OHIiYjoavz9/fHyyy/jP//zP5GVlSXcFxAQgLCwMMyZMwc7d+7Ev/7rv3rknOXl5YiPj0d8fDxeeeUVt/MuXbqEWbNm4fXXX0djY6MjedbS0oK3334bM2bMwOnTpz0S02jCnA8RUd91WDswL+CIMNZul7D1nRlAeWeuKSwmBKvuW+qL8IiIAAChWn8cqBcXAFJLQPK8AujbDD6KioiIfI05n9GHOR8ior7Tt74sbLfbJXzTmgTbhzrIVhseeGKtjyIjIuqSplmHCqfCtDA/EwoLvvRRRERENBR4O+czGvM9LEzzIOfVjVpaWtzM7DR+/HihXeDx48d7nd9dSUmJy9hAilyIaPBln7mMphaxEGnV4owBHeuTY+dhtXe1mdapVbhpluuxTldX4UxNtTB2tW5pH5acRKvF6Nh+3KlbmlkG8uxLEaWLc9512AgPdSpMa/FWxzSxcKyh3bPnjQ4YeoVpASoN/FXiioL1RhamDSdNZj0sdpswFqMbWDez3lS2OXdMG1hhmnPHtMTwEDczvWtK5I9QYxM7ANwTlwcAaLEYsbfatahsXZrYNe2rS0UwdPuycvV08aKpr88VwmIT/18REdHgkr+tOv7ud7+L/fv3o7q6Grt378Zf//pXPPvss9i9ezeOHj2K6667zmPn3LFjB6qrq9HY2Ig777zT7by7774blZWVjhiTkpIwb948BAUFQZZlNDU14V/+5V9gtVrdHoNcMedDRNR3X5Vvw2Sd+BntcFMklGfMQFtnbuCWn66FRtd7JwIiosE2LWoFSs1+wljm2GYc//qwjyIiIiJfY85n9GHOh4iob2S7HjrrCWHsgikQZc0RCLhoR4haxtSF6W72JiLynhWTpqOgIxwtNvHyeKV1t+O9NBERjT7ezvmMxnwPC9M8KD1d/HB1+fJl2LsVkDibOnWq42dZlnH8+HEYDH1bhfHrr792GYuIiOhjpETkTbv25wrb6eNjkBwf3u/j2Ox2fHjkjDC2JnMiQvx1LnPfdOqWFh8UhJXjxrs9ttluwz8Ku75sT/VrwoKQWmFOrkmHZXHDt1saAISFiIVpjV4rTBPPW9+q9+gHXZeOaR2ePf5ARWrFrmn17Jg2rNQYxIIxBSRE9tAJ71q5dEwLHFjxW4VTYVp8uOe7uw3E+MB05JqjhbGJfq2IUncWkG4pzXHZ54YJaVB0+yJSb7Hg6+JLju3V08TCtFaDCccK+r4iJxGNErLk3dso43zBSHR0NJYvX47vf//7ePjhh5GZmenxcx4+3Pl+ffny5W4//2/btg0nTpyAJEkIDw/Hjh07cPnyZRw+fBjV1dV48MEHAQD5+fnYvHmzx2McyZjzISLqO8n4GpTdXirtMvD2rplQlHZ2S/ML1GHdv672UXRERF3uHLsMh9pjhbF4tRXnL33im4CIiPqCOZ9BxZzP6MOcDxFR3+jb34RK6np+lGVgd2sCWo91fr9/093zWWxLRENCWlwkSqpSUOW0iPTsqYUoLqv3UVRERFfh7XwPcz6DnvMZjfkeFqZ50Pjx46FWqx3bZrMZFy9edDt/5syZwrbBYMBbb7111fNYrVb8+c9/Fv5AtFqty0pOROR7RpMF3xwVu+GsXjJpQMc6eLEEVU1iochdC6a5zKtub8P2gjxhbOPUTKgU7p/yt5edRY2x69i/6KFb2gXbIsT5JQ4k9CEjLEQs4PJWx7RIp8I0i82GNqPJY8ePcuqYZrJZ0Wb23PEHKsqpiIkd04aXaoNY6BWpC4RaoXQze+A81TGtokmMN2GIdEyTJAkm9QZYutWKKiTg3vjOouVvagrQaBK7HEb5B2BBYrIwtjW/6z1lXFgwpiWLF03tynHtvEZERCPL2bNnIUkSVq1a5XbOu+++6/j5+eefx+rVXRf9+/n54bXXXnNcPLNly5bBC3YEYs6HiKhvitqKsTCoXBi7ZNahfHM40NTZeWDtD1YhMDSgp92JiLwqzj8Ue+vHCmNaCQhLPw0bu9MTEZGXMOfjW8z5EBH1jU3/nrBdZVPhdFsc/D+WIRmNuP3h630UGRGRSJIkRFquR6VVvMYpKbQN5y7s81FUREQ02ozGfA8L0zxIpVJhzpw5Qpea48ePu51/ww03wN+/s1hBkiTIsox/+7d/Q1lZ7x0vfv7znzsSYbIsQ5IkzJ8/HyqVygOPgog86cDxIhiMFse2QiHhugG2rt90WOyWlpEYjclJronqt8+chrXbKm5apQp3TZ7qMu8Kuyzj9YJDju1xfs1YFFIjzLlo0mFp3K8GFPdQ4twxram5w81Mz4oIcr3YqqHNc0Vxkf7+LmN1Hd55bL1xLkyrY2HasFJjFAu9Yv0834HMZrejql0sTEsIGmDHtIYWYXuodEwDgHnR96HUohHG1kcVA5Bhle3YXn7OZZ91E8XXir0lxWg1GR3bq5y6pu0+VwgLL5giom5k2bs3GnwlJSUAgOnTp7uds3fvXgBASEgI7rnnHpf7JUnCQw89BFmWkZPj2rWT3GPOh4iobw6V/R/ClOJnk815E6AuqQfsdqjUStz62FofRUdE5Co+YDGqLFphbOakJpw/4pqvISIaCpjzGXmY8/Et5nyIiK7Oas5HIMTriI51RKDucgiUVglTpybAP8jPR9EREblaPiELRYZg6O1idxxT6xc+ioiIqHfezvcw5zP4RmO+h4VpHrZs2TIAXe3+tm7d6nZuQEAA1q1b50hwSZKE+vp6zJs3Dx9++CEsFoswPy8vD7fffjv+9Kc/ubQT3LBhg+ceBBF5zM5954XtWVOTERHW/xWhKxtb8U1usTB2Z9Y0l+cCvcWC986KBWy3ZkxCmJ/7BNC+6nwUtdU5th9PyUb3w1pk4Lx1ERL9U/od91ATHupUmNZi8Mp5dWoVArRiUYonC9N0KjWCNOLFE3V673SD602klh3ThjPnjmnRuoEVjPWmTt8hFNICA+uYJssyqpw6piUOocK0CG0ELlpShbEYtRlTAhoAAJ+Wun5ouH58KjTdOtSZ7TbsLCp0bK+aLhamteiNOF4odiUgIqKRpbW187UuMjKyx/tLSkpQU1MDSZKwZMkSYaXn7mbMmAEAqKysHJxARzDmfIiIeme2W5Dpf0AYa7UpsOu1SUB9EwBg+T2LEJUY4YvwiIh6tHHCKhxpjxbGEtQWnMz5yEcRERHRaMOcj+8x50NE1Lv2tj8I22YZ+LIlBfL7WshWKx781TofRUZE1LPZ4xNQVJOAKpvYNS0j7QIamny/2DsREY18ozHfw8I0D+veQk+WZXz55ZcwmUxu5//2t78VVkCSJAnV1dW4++67ERkZiczMTCxatAjjxo3DpEmT8MknnwgrNQFAREQEvv/973v+wRDRNWls7sCx0yXC2OolkwZ0rI+OnhUq1AN1Gtw4Y6LLvM2559HSraMOADyUObPXY7+Wf9Dxc4quBUtCq4X788w6LIkf/t3SANeOaY0t3vugGREknruh3bOFY9EBYsFjnd73H6IjnTummViYNpzUGsROZoPRMa2yTTyHRqlERA8dAK+mvq0DJqu4In98eMg1xeZpIYEPuazE9FDiWQDAheYq5LfWCvcFa3VYOmaMMLY176Lj54TwEExx6pq5KyffgxETEdFQc+XCFbPZ3OP9x44dc/w8e/Zst8cJDQ0FAHQMgQ67ww1zPkREvdtXsR3pWvFz3oGmKKiz2wFz58WZtz12ky9CIyJyKzU4Gl81jBHG/BUyVPEHe96BiIjIw5jz8T3mfIiI3JNlG9SmvcJYnskfJY2R8LssI1ynQMbc1J53JiLyEY1KBallMaqsYnfaSbENyM456qOoiIhoNBmN+R4WpnnY4sWLERcXB6DzH1R7ezveeecdt/MnT56Mn/70p0ISSpIkyLKMtrY2nDlzBocPH0ZJSQlkWYYsy45/qFd+fvnll+HXSzckIvKNrw5chM3e9bet06qwdN6EXvbomcVmw8dHzwljN83KgL9TBy67LOON0yeFseVjxmF8uPtVqE82lOJkY5lj+xdjsqFw6pZ2zrIASSOgWxrgWpjW1Oy9rmKRToVp9a2efZMQ5S8WptUOgTch7Jg2vDl3TIsZlMI08RxxgUFQOK0W2RcVjeJx1EolooL6351yMM2LvB75ZjGmJaHVUEudBXVbeuiati4tXdg+VF6K+m7dEFdNE19TvjxTALPV6qmQiWi4k718o0EXEdH5vj4/v+dC5EOHDjl+njNnjtvjtH1bGK7T6TwY3ejAnA8RUe8s+j9B2e0jnU0G3vp8BuTaRgBA5vLJGD99jG+CIyLqhVaag3qruBpp5vQ6lBaUudmDiMiHmPMZcZjz8T3mfIiI3DMZPoefQryY9pv2WLTv77wG5ubvLPRFWEREV7UoaQWKTf4wO32uaazZ4puAiIh64+18D3M+g2405ntYmOZhkiTh9ttvdySXZFnGCy+80Os+zz33HDZs2OCStHJOTHUfu+K3v/0t7rzzTs8/ECK6Zjv2nhe2l85Pg7+fxs1s9/acK0JDm1hAdUfWNNd5xZdQ0twkjH13xqxej929W1qyrhXLQquE+/PNOiyKe7K/IQ9Z4aFiUUi73gSzxTtFHIPdMS0yQDz+UOyYVs+OacNKjUthWpDHz+HcMS0+aGDFb86FafFhQVAo+l/gNpi0Si1K7POFMT+FHTdFFQEAtpadgU22C/dfN3Y8/Lu1aLbLMj4vyHNsr8kUO2e2Gkw4ePGyp0MnIqIhYvr06QCAzZs3u9wnyzI+++wzAIBKpcLChe6/CL58ufO1IiYmxu0c6hlzPkRE7lXrq7AgsFwYKzTp0PCeP9DRmQO5ld3SiGiIeijjRhzriBLGkrVmHDvyoY8iIiKi0YQ5H99jzoeIyD1j61+E7SabAgeak+H3uQSF0YgNP1zpo8iIiHq3KH0sCuriUGNTCuNJiWfQ2m70UVRERDRajMZ8DwvTBsFLL70Ei8XiuJ05c6bX+UqlEps2bcLPfvYzKJVKt4mrK2RZRmBgIF577TX8x3/8x6A8BiK6NpdK65BfXCuMrVk6eUDH2nRYfA6ZMSYeaXGRLvNeP5UtbGdERiErMcntcQtaa7GnuqsS+/GUE0K3NKsMnLEsQHLAmAHFPRQ5d0wDgKYW73RNCw8Ui+Ia2zx7XueOafVDoGNalFNhWqOpw6XwhoauGqP3O6bFBw2s+K3SuTAt3POxesLEiB+i1iomvDbGXQQA1Bnbcbj2knCfn1qNlePGC2Nb8y86fo4PD8bMsfHC/Z+fuggiIhqZ1q9fD1mWsWXLFrz99tvCff/7v/+LkpISSJKElStXIjAw0M1RgMOHDwMAJk6c6HYOucecDxFRzw6UPodgpU0Y+zAvDcqyegBAfGos5q2d6YvQiIiuampYEr5qSBHGAhUyDLovfRQRERGNJsz5DA3M+RARubJbqxAoFwhjpw0hqCkKhcImYcbMZOj8tT6Kjoiod2GBfmitnIkqq0oYnz22CkdPnvNRVERENFqMxnwPC9MGiVKpFG5Xo1Kp8PzzzyMnJwc/+clPkJycLKzGdOU2adIk/OY3v8GlS5fw0EMPeeGRENFA7Nh3QdiODA/EzCnui8TcKalrwtGCMmHszgWu3dLO1dbgSIU476EZs1wS3t39vaCrDWiitg0rwpy7pWmxKO5X/Y55KAsK0EGpFF/6vFWY5tIxzcOFadEBYmFa7RAoTHPumGaTZTSZvPP7pmvTbjGhw2oWxmJ1ni/2qvBQYVpFY4uwnRAeMuCYBlNG8FScNYmrb0/0a0OcprOb4JZS1y8516WlC9vZVZUob+16vDfMEO/fe/4S9Cbx/x0RjU6yLHn1RoPvO9/5DpKSOj9TPPDAA5g3bx7uvfdezJw5E08+2dXl+Oc//7nbY8iyjE8//RSSJGH+/Plu51HvmPMhIhLZZTsm6/YJY002Bfb8NQ1yc+fnvlt+eiMUCn4dQURDkyRJaNFPQ4tNvFBpSmYlWhpa3OxFROQbzPmMPMz5DB3M+RARiYxtLwsLXFtkYFdrEqR/aiBbrHjoqfW+C46IqA+mRa5CmVkLe9caAlAr7Kgo3e67oIiIeuDtfA9zPoNvNOZ7+E3wEJORkYE//vGPKC4uRl1dHc6dO4eDBw/i3LlzaGhowNmzZ/HMM88gIiLC16ESkRs2mx27vskVxlYvyXApiOqLD526pYX667Bq2gSXeX936pYW5R+Amya4r46u1LdgW9lZx/Yvxrh2S8uxLEBKwNh+xzyUKRQSQoP9hLGmZt8UptW3ebZwzKVjmsH3BWDhmgA4v32tN7X7JBbqn2pDq8vY4HRMaxO244MGdo4Kp45pCUO0Y5pCUqBddTMs3RJekgQ8kNC5EtNXVblot5iEfRYnj0GoTieMbcnr6oq2evoEKLs9gRstVnx9rmgQoiciIl/z9/fH+++/j8DAQMiyjBMnTuD9999HTk6OY0Xmhx56CNddd53bY3z++eeoqKgAAKxcudIrcVOX4ZbzuXz5Mh5//HGkp6cjICAA4eHhmDNnDv7nf/4Her1nP2989dVXeOCBB5CamoqAgACEhIQgLS0Nt99+O1555RW0t/NzBNFQdrR6ByZoxTzH/sZoqA41AbKMgBB/XP/AMt8ER0TURw9Ovgkn9OL7sDEBRhw5sMVHERER0WjBnM/wN9xyPkREfSHLZkiGz4SxYosWZ6oToK0EooJUGD99jG+CIyLqo2WTU5HXGIN6u3jdZnjEMegNXPSZiIgGz2jM97AwbQiLiIjApEmTkJWVhUmTJiEsLMzXIRFRH5w8V4b6RvGiuTVLJ/X7OEaLFVuOi53XNsydDK1aXLW1ur0N2wryhLH7pmdCqxLndff3goOwynYAQLy2DSvCKoX7C8xaLBxh3dKuCA8VC7i81TEtMkg8b0O7Z8/rXJhWNwQ6pqkUCoRrnQrmjLygdDiocSpMC9X4Qat0/5wyUM6FaQkDLkwbHh3TAGBu1L/gkkUrjN0UeRkSZBhtVuysEJ/3NUol1joVGn968YLjw0l4oD+y0lKE+784Jb4mENEoJXv5Rl6RlZWFEydO4LbbboNOp3OsupySkoL//d//xauvvtrr/s888wwAIDY2dlispjSSDfWcz9atWzFt2jS88MILyMvLg16vR1NTE06cOIEnnngCM2bMQGFh4TWfp6mpCRs2bMCqVavw5ptvoqioCHq9Hq2trSgoKMDmzZvx4x//2CPnIqLB09H6gsvq2W9vmwk0NgMAbvzedfAL9Ot5ZyKiIWJBzAR81SDmWEIUMuqNn7nZg4jIR5jzGZGY8xk5hnrOB+BiRETUN7JxB7QKcVHV/e1R6NgTAFmWcesDS3wUGRFR342PiUD55YmotorXPC2cVIrDJwt8FBURUQ+8ne9hzscrRlu+x/NXGBMRjXI79p0XttPGRmNcclS/j/NlTj5a9EZh7Pb5U13mvZVzGla73bGtU6nwL1OmuT1uvbEdH5Wccmz/cswJKLtdPGSTgdOWLNwbMK7fMQ8HYcFi57LGFu8UcDl3TGto00OWZUiSZ1riRgaIBWCNBj2sdjtUCt/WoEdqA9Fg6vodszBteKgxioVpsYPQLa3dbEaLSXyOiw8K6vdxbHY7qpqdOq8N0Y5pAJDgH4+DpgmYqDnnGAtVWbEotAL7mxPxaWkObhszQ9jn5okZePdsjmO7qKkR5+tqMSU6BgBw44yJOHCxxHH/obzLaGo3IIwXfhIRjUgTJkzAhx9+CLvdjrq6Omg0mj5f4LJ7924AgKqXRSyITp06hbvuugsGgwGBgYF46qmnsHz5chgMBrz//vv429/+hvz8fKxduxYnTpxA0ADewwFAS0sLVq1ahezszg7gt9xyC26//XaMHz8eSqUSZWVl2LdvHzZv3uzJh0dEHtZsasTcoHJhLN/oj+a/AwqrFQqFhJsfvsFH0RER9Z1KocClxjR0JGcjQGFzjKdOLYLZZIZGq/FhdERENBow50PesHXrVmzcuBGtrV3fBer1epw4cQInTpzAa6+9hu3btyM1NfWaztPU1IQHH3wQW7a4dp/tviBRVlYWMjMzr+lcRDQ4DC2voPu3zfU2BQ42p8DvSwkqkwk3PbTMV6EREfWZJElI0a5GuXUPpmm7OqSFaU0ozP8K1y2c7MPoiIhoNBhN+R52TCMi8iC9wYx9R/KFsesH0C0NAD44dEbYzkpLRkqU+GKkt1jwz3PivFszJiPcTyyC6u4fhYdhslsBAHGadlzn1C0t36zFgtiR2S0NAMJCxd+NtzqmRQSK5zVbbWg3eq4luHPHNBmdxWm+FqULFLbrTCxMGw6qnTqmxeg8X+hV5dQtDRhYYVpdSwesNrswljCEC9MAICxwI5pt4tvwBxI6i5pPNFxGeUeTcN+suHgkBouP6dOLuY6fV0xJhValdGxb7XZ8eUZ8LSIiopFHoVAgJiamX6suBwQEICAgAFqt9uqTadR69NFHYTAYoFKpsGvXLvz6179GVlYWVqxYgVdffRX//d//DQDIz8/H888/P+DzPPLII8jOzoZWq8WWLVvw8ccf45577sG8efMwe/Zs3HLLLfi///s/lJaWYsqUKZ56eETkYfuLf4dAhfiZbFNeGhRVjQCARbfNR0xK/xdsIiLyhXvSb8Rpg/j+enyIASePfOWjiIiIaDRizocGy5XFiFpbWxEYGIj//M//xKFDh7B79258//vfBwDHYkRtPXyP11dXFiO6UpR2yy234N1338WRI0dw/PhxfPzxx3j00UeRmJjokcdFRJ4nW/LghyJh7IwxEKUXoiDZJcyePw4aHRfvIKLhYWlGBvJbItFqFxeP1/kdhMlk8VFUREQ02oyGfA8L04iIPOibowUwmqyObaVCwspFGf0+Tl5lHXIuVwljd2a5dkHbnHvepePQQ5kz3R632WzAP4tPOLZ/MbanbmnzMTZwfL9jHi7CQnxUmBbkWizY0O65c4fpdFA6dV+r6/BON7jeRDoVprFj2vBQ41yY5jewLhi9qWwTzxHh5wedSt3v41Q0tQjbOrXKpRB0qMmKXI3zJvFvY05QPUJUJgDAljKx4FiSJGyYKBY5b82/CNu33TIDdBosnSx2ufz8VJ6nwyaiYUaWJa/eiGhkOHbsGPbv3w8A+O53v4usrCyXOY8//jgyMjo/57700kuwWPr/pd2BAwfw9ttvAwB+//vfY/369W7nSpI0bFYAIxptZFnGJL89wliDVYn9fxwH6A0AgFsfXeuL0IiIBmR18jR82ZgkjIUr7bhcs8lHERERuWLOh4gGiosREVFfWTv+IWwb7RIOtMVDelcN2WLBQ0+5z+cSEQ01s8cnoLAkBdVW8bumrMxiHMu57KOoiIhE3s73MOdDg4GFaUREHrRj3wVhe27mGESEBbiZ7d6Hh8WihKjgAJeiA7ss4++nsoWxFWPGYVxYuNvjvnvpGPTWzi5dcZp2rAqrEO4vMGuxIPbJfsc7nIQ7FaY1NnunMM1Po4a/Viy6qW/1XOGYUqFw6ZRXp/d9x7RIrVPHNBamDQvVBnEVxBg/z3cgq2wXzxEXNLBzVDSKBW7x4cGQpKH9wSlQHYhLtizY5K4xpQTcFXMRAPBZaQ5kWRb2uXliurBdp+/AofJSx/aNM8T7sy9VoLpp4KtZdqc3mLH3cD7e/vgo/vrufuw+eBF6g+c6PhIREdHQ8emnnzp+fvDBB3uco1AocN999wEAmpubsWfPnh7n9ebll18GAISEhODhhx/uf6BENCTk1G7HGI1BGPu6MRaaow0AgPS5qZiUleaL0IiIBiRApcGp2lQY7eLXpwlpZ11yNURERETDCRcjIqK+ku3tkPWfCWPFVhVOVyVB3SAhJlSLlAx2PCSi4UOjUiHAuBxVVqUwnhragtNnDvsoKiIiopGHhWlERB5S19CG7LPiKhrXL53c7+N0GM3Ymp0rjN06bwrUSvHD0dfFRbjc0iyMPTRjlvvjWs14u/CoY/vxMa7d0k6N8G5pABAWKhYKeqtjGgBEBonn9mTHNACI8ncuTBuCHdNMLEwbDmqNYrFX7CAUplW1iUVT8YED68pW2STGGhfm+VgHw+SIjSh3Wo3pjthCADJKO5pwqrFMuG98eASmRscIY1sudr1WLM4YgyCd2LL5i9PX1jXNarNj8+cnceeP/4bf/u9n+Ou7+/H2x0fx9AvbsO6hP+P1Dw7CarNf0zmIiIhoaDlw4AAAICAgALNmuf98uXTpUsfPBw8e7Nc5zGYztmzZAgBYtWoVdDodAMBms6GsrAwlJSUwGo29HYKIhoi2lv9B93VBzDLw949nQm7u/Jx262M3DfmFQ4iInK1Nvg5njSHCWFpUB/LPn/BRRERERETXjosREVFfyYZPoVJ0FabaZeBIRwRaPw+GLMu443vLfBccEdEALUzNRF5HKExO6w7Z7V/DYrH5JigiIqIRhoVpREQesmt/Lrovmurvp8GiOf0v8tp2Mhd6U1eSRyFJuH3eVJd5rzt1S8uIjEJWYpLb435QfAItls5VrGM0HVgdLnZLK7RokRX7q37HO9yEOXVMa2rxXvFWRKB47oY2DxemBYiFb3UdQ7AwjR3ThoVqg1jsNRgd06o7xMK02MBANzN7V9UoHidhmBSmZYbOwkmDWGgWrzFiakA9AODT0hyXfW6emCFs7ywqgP7b1So1KhVWTksV7v/i1MAL0/QGM574z4/x4utfo7nV4HK/yWzFG5sO49GnN6Gx2ffPNUTUA9nLNyIaEXJzOwvfU1NTe12xOj29q1vrlX36Kicnx1F4NnXqVLS2tuKxxx5DZGQkkpOTMXbsWISEhGDVqlXYu3dv/x8EEXmF3tyKmYHVwthZQxCsb5oAux1RiRFYfNs8H0VHRDRwt0+Yi91NYp49QmHHhcJ3fBQREZET5nyIaAC4GBER9YUsyzC3/U0Yq7Ypcbo1Aep9CqjNJqz5zmIfRUdENHCLM8YirywRNU4LSM+bVYST50p9FBURUTfezvcw50ODgIVpREQeIMsyduw9L4ytWDAROq2638d5/6BYjLBk0ljEhomdhM7W1uBoRbkw9t0Zs9yuQm2yWfFGQVfr6V/00C0t2zwP4wJTe9h7ZAl3KkxrbjXAbvfOu6yIoMEtTIv0FwvT6odAx7QoLTumDTdGmwXNZrEQKUY3CIVpbeK/hdgBdkyranbumDaw43ibSqGCQX0zOuzi8/ZDiecAADsqzsNoswj3rUtLh6Lb83yHxYKvLhU6tm+ckS7Mz62oxaWahn7H1tZhxKP/sQnHckquOjcntxyP/34zDEZzv89DREREQ4vRaER9fWeRfGJiYq9zw8LCEPDtwhhlZWW9znV24cIFx892ux2zZ8/GSy+9hObmZse42WzGV199hRUrVuC5557r1/GvKC8v7/Vmt7PzK9G12H/pKfgpxHzKW2enQFHTDABY/5M1UKndF7gSEQ1VkbpAHKwZC7PclYORJCAs/ogPoyIiIiK6NlyMiIj6xHwMGlQJQ+eNAbh4KgESJGQtngC1pn/XQRERDQURQf7Q185DlU0pjM+Kr8HRk6d8FBUREdHIwsI0IiIPKCiuRXGZePH/9Usn9fs4Jy5VoLBaPM6/LMx0mfd3p25p0QEBuCkt3WXeFZsvn3IUBEVrOnB9uFjUVmjRYkHMk/2Odzhy7phmt8toaXPtBjQYXArT2j1bOBblUpjm2cK3gYhy6pjWZjG5FNvQ0FJraHMZix2Mjmntzh3TBliY1iQeJ26YdEwDgAVRNyPPJD4vLA2tgk5hRZvFhK+rxI5nUQEBWJSUIox9mtf1peCc1EREOj3PfN7Prml2u4xnXvocuQXVLveljYvB5LQ4l/GC4lo884cvvFbkS0R9JXn5RkTDXVtb1/uqwD50s71SmNbe3r/FJxobGx0/P/fccygoKMCaNWtw7NgxGI1G1NbW4pVXXkFISAhkWcaTTz7pWG27P5KSknq9tbS09PuYRNRlot9+YbvGqsKpP8cCRhN0/lqs/cFKH0VGRHTt5oVn4aJRzDGlxbeiuqrYRxEREXXHnA8R9Q8XIyKivrJ2/F3YbrNLONgRB8W7GshmCx586mYfRUZEdO1mJc5HgSEA1m6XtiglGRbjTthsfP9ARL7m7XwPcz7keSxMIyLygB37LgjbsVHBmJ7Re1K3Jx84dUtLiQzF/AnJwlh1exu2F4iFBt+ZNgMapbiixxUWuw2vFxx0bPfYLc00F+OCRn63NAAIDfZ3GWtq8U4BV0SgU2Faq2fPGxUgFqbVDYGOaZE61wtaG4y+j4vcqzaKHdhjKqwAAQAASURBVMgCVBoEqrWeP4/TBcxxfbj42Zksy6hqcuqYFjo8OqYBwNiAMcg2TYTcLemlVci4ObqzC9qnpTku+2xIzxC2918uQcO3RahKhQJrMicK92/LzoUs971g7J+fHceh7EvCWEiQH/7w/+7E3//nO/jrs/fir8/ei5hI8ff8zdECbP6Cq0gRERENZ1dWtAYAjUZz1flabed7RIOhfwt9dHR0fR4wGo1YtWoVtm3bhjlz5kCr1SIqKgo/+tGPsG3bNigUnanLp556ql/vaYhocF2o2YZkrVEY+7IhHv7HOy90XHX/MgSF9f8zHhHRUPGdyUuxuzlBGItW2nAy5x++CYiIiIjoGnAxIiLqC9lWA8m0VxgrsmhwtjwJUosCCVH+iB8f65vgiIg8YOmkccirjkeNU9e0ObMKkJNb7mYvIiIi6isWphERXSOr1YYv9+cKY9cvnQSFon8V5XWt7dh9tlAYu2vhdJfjvJVzGtZuq3zpVCrcM2Wa2+NuLzuLSn1n8jVK7dotrciixfzYX/Ur1uFMrVYiKFAnjHmtMC1YLBxraPdwYZq/WPg2FArTAlVaaBUqYazW6NqRi4aOGoNY6BWj83wHsjaTCe0WszA2kI5pje0GmKw2YSx+GHVMkyQJcUF3uiS9/iW2s/j4YE2RSwe7VeNS4afq+puyybJQrLx2ptg9s6KxFaeKK/sUT0FxLV59V+x6EBbijz///m7MnNpVJD05LQ4vPn0HAgPEgsXX3j+AhibfP+8QERHRwOh0XZ+TzGZzLzM7mUwmAICfn9+AzwN0Xqik7GGhlUWLFuHWW28FAOTm5uLs2bP9Ok9ZWVmvt5CQkH4dj4i6tLSIq9qbZOCdTzIht3R+frn10Rt9ERYRkceMDYrAnpqxsHWri1dIgF/wbt8FRURERDRAXIyIiPpC1m+CQur6e7TKwOGOKOg/DYRst+OeH1/nw+iIiK5dWlwkyosno9IqXsc2L7kCh0+4LhxNRERE/cPCNCKia3Qsp8SlsOn6pZP6fZyPDp8VC87UKqyfLR6nw2zGe+fED0K3ZUxGmJsLAW2yHa/mH3Bs/2LMCai61bnZZeCEaQ5Sg9L6He9wFh4iFnD5rGNam6cL05w6pnV453H1RpIkl65p9ab+ra5H3lXjVAgV7ef5DmTO3dIAIHYAHdOcu6UpFRIinQpAh7pFUcuRbQgTxib4tSNF1wI7ZHxaelq4L0CjwarxYofLTy92FUdPTorB2Ohw4f6t2WLxdE9kWcaLr++Gzd71ZYMkAU8/thYpiREu85Pjw/HM4+uEsQ69GX9+e99Vz0VEXiJ7+UZEw15QUNf7vr6siH3lYqO+rLTt7jxRUVGYMWOG27nXX3+94+fjx4/36zyJiYm93q5cAEVE/WO2NiMzqFYYO60Pge1NAyDLmH/TLCSmxfsoOiIizxmnykSBSXyfk5rUgNbWOh9FRET0LeZ8iKifuBgREV2NLFtgbn9LGCu3qnC+NRbSMTW0FjOW35Hlo+iIiDxDkiRMCFmKy2adsBiRWiHD0LYTdjs/ABGRD3k738OnPBoEvAKDiOga7dx3QdieNCEOyfHhbmb3zGKz4cMjYsJ17cx0hPiLydvNuefR+m0i+IoHM2e6Pe6Xlbkobm8AAESq9VgT4dwtTYN5o6hb2hVhToVpjc3e6fATEeRcmNbh0RXgogLEgpw2swlGq8Vjxx+oSK1TYZqRhWlDmXNHu8HomFbdLp4jXOcHrUrlZrZ7Vc1OsYYEQaUcXm9vwzVhKJeXw+T0VPBQwjkAwObLp12eJzZMFIuWT9dUobi5CUBnIm3drAzh/p2n82GyWHuN48sDF3Emt0IY+86t8zF7WorbfeZMH+NSiL1z3wXkX6rp9VxEREQ0NOl0OkREdBakl5eX9zq3qanJUZiWlJTUr/N0n5+YmNjnuXV1vAicaCj4Jv9n0EriZ5Q3zk2FoqrzM8ktj671RVhERB73w1mrsLc1QRiLUdlwPPstN3sQERERDU1cjIiIrsq0GxqpRRg6Z/RH0YE4QJawfM1UKFWuhaZERMPN8smpyK+PQZ1NfE6bkXkRFwqrfBQVERHRyMBP40RE16Ctw4j9xwqFsTXL+t8t7etzRahrFYuj7l44Xdi2yzL+kXNKGFsxZhzGhfVcBCfLMv6at9+x/XgP3dKOG+dgQtDEfsc73DkXpnmtY5pTYZrJakOH6eqr0vVVpL9rp6h6ve+7pkWxY9qwUuvUMS1mEDqmVTkVpsUMoFsaAFQ6dUyLDfN8rN4wJ/JWFJrFQuTrI8qghB2lHY040VAq3LcoOQURTqtUbunWNW3tzHThvjajCfsuXHJ7frPFir+8/Y0wFhcdgvtvn3/V2H/8naUI8NcIY+9+euyq+xGRF3AlJSIagEmTOj/PFhYWwmp1X9h+8eJFx88ZGRlu5/Vk8uTJjp9tNluvc7vfrxrAQgZE5HkZQeIFg+UWDS78ORIwWzBuWgpmrJjio8iIiDxrUmgcvqwZg+6LZaskQFZv811QREQAcz5E1G9cjIiIrsbq1C2twabAKX0spI+0kA1G3PsLLkRERCPD3NQkFBWlotKpMG3BuHIcPHbGR1EREYEd02hEYGEaEdE12Hs4H2ZL9wvlFLhuYXove/Tsg4M5wnbmmDikJ0QLY3uKL6Hk2444Vzw0Y5bbY+6rKcDFls6uNZFqPW6MKBPuL7JoMHcUdksDfFiYFthD4Vib584dpNFAoxQ/ONd1eKcbXG8inQvT2DFtSHPumBat83yxV7XTaoyxgQM7R3WTGGv8MC1MywydjqN6sTNZkNKGlRGXAQCbS8SiZJVCgXVp4mvNlrxcR2e1+PBgzBkvfuG3NTsX7mzffQ61DeLv8qcPLodWc/WLvyPCAnDPzXOFsT2H81FR3XzVfYmIyPveeustvPXWW9i+fbuvQ6EhatGiRQA6V8bOzs52O2/fvn2OnxcuXNivc6SkpCA5ORkAUFJS0msX6aKiIsfPCQkJbucRkXdcqPgIcWpxgZ3tdUnQHe28iPCWR9dCkqSediUiGnYkSUKAKQOXLWIueVxyDYymNjd7ERER+QZzPnQ1XIyIiNyRrYVQWk8IY5csapwpSAH0CoxPDkV0UqSPoiMi8iy1Sol49QqUmTXCYkRapR2tjbt6/c6KiIjI24ZbvoeFaURE12DnvgvCdtbMcQgJ8nMzu2eF1fU4XiSuTHb3wkyXeX8/LV4UmB4ZhazEnlcpc+6W9vOUbJduaceMs5EW3P8iupEgPFQsEGts9k7xlr9WDX+tWhhraPPcuSVJQpRT17Q6/dArTKtjYdqQVmMUu5BFD0LHtJoO58I0z3RMiwsLHnBMvqRSqBAUcAcabOJb8/viO19jdlaeR7vFJNx380Txy8DLLc3Iqal2bK+bJd5/ILcEje2uhbAWiw1vf3JUGJsxOQmL5ozvc/y3rMmEn67ruc1ul/HPLcd72YOIiHzlgQcewIMPPoj169cjIyMD7777Lr9gIcGGDRscP7/xxhs9zrHb7Xjrrc4VdENDQ7F8+fJ+n+e2224DALS2tmL37t1u53388ceOn68UzRGR7+g7XhS2DXYJ7348HVJrO0KjQ7DiX/pXqEpENNQ9OucGHGiNFcbi1VacyP6njyIiIiLqGXM+dDVcjIiI3JH17wnbJhk4aQhHx7tBkK02bHxsjY8iIyIaHCunTEZRSyTq7eI1OlOnXEBBca2PoiIiInI13PI9LEwjIhqgyppmnL4gFpStWTbZzWz33j8otoEOD/THqmmpwtiFulocLhc7nn13xiy3q1Afqy/B6cbO2CLUetwYKe57aRR3SwN66JjW6p2OaQAQESieu8GDHdMA9FCY5r3H5k6U1qljmomFaUOVLMuoMwx+x7SqdvEccQPsmFbV7HSc0OHZMQ0AlkatRo4xRBibFtCMKHUHjDYrPi8/J94XE4sxoWHC2CcXu4qlV02fAK2qq4Oi1W7HjtP5Lufdse88auvF3+ODd2b1q8tBcKAOG1ZPF8a+2HseHXqTmz2IyCtkybs3GjZkWYYsy8jLy8N9992H9PR0vPnmm74Oi4aIuXPnYvHixQCA119/HYcPH3aZ8/zzzyM3t7Mb66OPPgq1Wlx8Y+/evZAkCZIk4YEHHujxPI899hh0Oh0A4Oc//zlaW1td5rzzzjvYu3cvAGDt2rVISup5YRYi8g6LpQlTg+qEsWx9KLTvtQAA1v1oNTQ6jS9CIyIaNLOix2BH7VhhTCMBeuvHbvYgIvIC5nzIDeZ8qDdcjIiIeiLbO2Dt+EgYK7GocbE5DihSwV+2YP7amT6KjohocCyYmIKC4rGotIpdWxemlWL/sQtu9iIiGmTezvcw5zNsDKd8DwvTiIgGaNc3ucJ2UKAOWTPHupnds3ajCVuzxQ80t82bAo1K/ODz91PiqmWR/v64acJEt8f9a94Bx88/SzkJtdRVIX2lW9rE4Iyedh0VXArTmr1YmBY0yIVpAeLx6zqGXse0enZMG7KazHpYZLswFuPn+S5k1e2e6ZhW1ShewBw/TDumAUCsXyxyLfNg7baghUICHkw4DwDYfPmUMF+SJGxw6pq2Nf8iTFYrACBQp8WKKWKR87Zs8XVLlmV8sPWEMDY9IxEzJvf/ou87b5oFpbLro4XJbMXXh/L6fRwiIhpcTz/9NJ5++mk88cQTWLx4MTQaDQoKCvDQQw/5OjQaQl566SX4+fnBarVi9erVePbZZ3HkyBHs2bMHP/zhD/HEE08AANLS0vD4448P6BzJycn43e9+BwA4e/Ys5s6dizfeeAPZ2dnYs2cPHnnkEUdRW3BwMF588cVejkZE3nAw/2dQd/uOSpaBf1yYCkVFM9QaFdb962rfBUdENEgUkgR9cyoqLTphPCW5DBarwUdRERERuWLOh66GixERUY+MW6GSjI5NWQbyzDoU7IwHANx422woFLy8lIhGFq1ahVDrClRYlejedCZAZUVj7Q7fBUZERORkuOV7VFefQkREzmRZxo59YkHZdQsnQqPu39Pq1hO50Jssjm2FJOGOrKnCnNqOdmzNvyiMfWdaJrSqns91prECh+suAQDCVQbcFFkq3F9s0WB27BP9inOkCQ8Vu4o1teghy3K/OgQNVESQeO56DxemRTp1TKs3+L5jWqRzxzRju9d+39Q/tUaxc5YEIEIb0PPka1Dt1DEtdgAd0/QmC5r1RmEsLmz4dkwDgMyIu1Bs2IMJmq5OYzdHFeN/S2bjTFMF8ltrkRYc7bjvlvRJ+L+jhxzbzUYjvi65hBtS0wAAN83OwBenu4rDzpZWo7i2EWOjwwEAp86VoaS8UYjhvtvmDehvMyoiCAtmjsP+44WOse1fn8O6ldP6fSwiIho8Tz/9tLBtMplw9OhRfPPNNz6KiIaiGTNm4IMPPsDGjRvR2tqKX//61y5z0tLSsH37dgQFDfz91y9/+Us0NjbiueeeQ15eXo/J0+joaHz66aeYMGHCgM9DRNdOlmVkBB8XxkotGuT9JRT+lhYsuXcxwmJCfRMcEdEg+8nMNTjc9gVuC+/KsydqrMg59wlmZ97jw8iIiIi6MOdDffHSSy9h4cKFMBgMWL16NX79619j+fLlMBgMeP/99/Hqq68C8MxiRE888YRjMaJf/epXmDZtGlpbW/Hxxx/jlVdeAcDFiIiGAmvHe1B22662KZFriIb8hQ7QG3DXz9b6LDYiosG0YtIMFLSHo0FXhUhl1wLeE9POoaS8AWMSI3wYHRERUafhlu/hkhZERANwvqAK5VVNwtiaZZP7dQxZlvH+oRxhbNnkcYhz6vjz9pnTsNi7PgBplSrcM2W62+P+NW+/4+fHxmS7dEs7apqJ9OBJ/Yp1pHHumGYyW2EwWtzM9qyIQKeOae2e7WgW5VyYNgQ6pkU5dUyzyHa0WIxuZpMv1RjEgrEIbSDUCqWb2QNjsFjQbHQqKBtAx7TqZtcVFmNDh2/HNACYGz4bh/XxwlioyoqlYeUAgI9LxK5pSSEhmJeQKIxtvnDe8fOCtBSEOz3nbO3WNe3jHeLxkuPDMTdzzIDjX3vdFGH7XF4lSsobBnw8IroGcueqlt68Qb5qVDQEabVaLFmyBL/97W99HQoNMevWrcOZM2fws5/9DGlpafD390doaChmz56N5557DqdOnUJqaurVD3QVzz77LA4ePIjvfOc7GDNmDLRaLUJCQjBnzhw888wzyM/PR1ZWlgceERFdi4KqDxClFvMm2+uT4XegHgCw/sfX+yIsIiKvWJacjh31Y4QxP4WM+pYPfBMQEY1uzPlQHzHnQz25shhRcHAw2tvb8etf/xpZWVlYsWKFUJTmicWInnzySUiS5FiMaPbs2VixYgVefvll2Gw2REdHY8eOHVyMiMiHZMs5KG3iItnFVhXOFSVBNigwdUo8giOG98KwRETuLE4fg4LSJFRaxcYAizMuY9/RC272IiIaJD7I9zDnMzwN9XwPC9OIiAZgx97zwnZiXBgmT4jr1zFOFJXjUo3YqebuhWLBmdFqwXtnxeK1W9IzEOEvFhpckd9Sg6+rO7vjhKkMWN9Dt7RZ0b/qV5wjkXNhGtDZNc0bIoOcCtM83DEtKkAsTKvT+74wraeOW/XGdh9EQlfj3DEt2s/ziebqDtf/9zED6JhW2STGGuqvg79WPeC4hgKtUgtJuwHNNvEt+oMJ5wAAn5WdgdluE+67LUMsit53uRh13xakqpQK3DhzonD/9uyLsNtl1DW0Yf+xQuG+W9ZkXlMnw/kzxro8v36+59yAj0dERES+lZKSghdeeAF5eXno6OhAU1MTjh8/jieeeAL+bj6TAsCyZcsgyzJkWcY//vGPq54nKysLb731FoqLi2E0GtHc3Ixjx47ht7/9LUJCQjz4iIhooPQdLwnbHXYJ/9w6DVJ7BybMHIuM+Wk+ioyIaPBpFEqU1oxFg1XMOyUmXYJd9s5iZ0RERESewsWIiOgKWb9J2NbbJVwwhqL5/RDIVisefGqdjyIjIhp8/loN1O3LUGUTF+sO0ZpRV/mVj6IiIiIa3liYRkTUT2aLFV8fzBPG1iyd1O+L+f95UCw4GxMVhvkTkoWxTy7mosmps9CDmbPcHvOv+QccP/8sReyWJsvAMdMMZIT0r7PbSOSnU0OrEVc8aWz2TgFXhFNhWqOnC9OcLhAdCoVpGqUKIWo/YazOqQCKhoZag9iFLEY3CIVpbeL/+yCNFoEaTb+PU9UkxhoXPry7pV2xJOoG5BjFxzIjsAlRaj2azHrsrRJff25ITYO/uuvCKJssY0teV1e0dbMyhPmVTa3ILq7AF3vPw2bveo3w06lxQz87fzpTqZRYs1TsyLnvSAFkmcurEPmE7OUbERERjUhmczUmBYqdkI91hEP7TgsAYP2P11zTAhdERMPBQ+krcbQjShhL0pmRW7DLRxER0ajGnA8RXSMuRkREsr0DVv0nwthlqwr5LbGwXdAg3E+JSfO4EBERjWxL07JQZghGo9Pi0eNSTqGiutk3QRHR6OXtfA9zPjQIWJhGRNRPh08Wo7VdLBZbvSTDzeye1bS04+tzYqeauxdOFy7kscsy3jiVLcxZmjIGEyIiejxmSXsDdpR3dnILVRmwPsq1W9oMdksDAEiShPBQpwIxL3VMiwgSu4c1tHu6MM2pY1qHfkgUhUTqAoXtehM7pg1FLh3TBqMwrV38fx8bGOhmZu+qnDqmxYV6PlZfGBOQgjOm6bB2+7NVSMD9CZ3P7x9dPiXMD9BocEOq+KXAR7nnHX/3GQnRSI0VXze2nriAL5w6f65clIHAAO01x79ysfh6WFHdjMLLddd8XCIiurqWlha8/vrr+N73voebbroJK1aswOXLl4U5lZWVuHDhAi5duuSjKImIaLg5XvQ4VN3qzuwy8PqFqVCWNCEoLADL7l7ou+CIiLxkQ8ZM7GwYI4wFKWSUVb/rm4CIiGhUYc6HiIg8zvg5VJLJsSnLQKFZi/w9CZBl4LYHF/swOCIi71g6aSwKyhJQ6dQ1bdn0S/jm6AUfRUVERKPFSMz3sDBtiPrmm2/wve99D+np6QgNDUVQUBDS09OxceNGfPHFF74Oj2hU2+F0MX/mpETEx4T26xgfHT4jdqrRqLButngx/zeXS1DY1CiMPdRLt7TX8g/C/m0Z+2MpJ126pR0xTUdGMLulXREaIhamNXmrMC1QPG99a4dHC8eiAsTCNJPNijaz2WPHH6go58I0IwvThqIag1jsFeXn+WKvqnbxHAMuTGsWO6bFh42MjmmSJCEj7E6UWMQuchuiiqGAHQdrilDt1NnutgzxuT2/oR7n6modx7vJqWvajtP5KK1qEsZuXO6Z14e0sdGIjRL/X3xzpMAjxyYiIvdefvllJCcn4wc/+AHeeOMNfP7559i3bx86OsTuuXv37sWUKVMwZcoUNDY2ujkaDTbmfIhouJBlGelB4uIYxRYdSl4PBmw2rHloBXT+177ABRHRUOenUuNcRQpabSphPDbuHGTZ5qOoiIhoNGDOZ3hhzoeIhgtrxz+F7RqbEnnGKFi3+0FlNmH996/zUWRERN4T7KeD3LwYlVYx3xOqNaOm8ksfRUVERKPBSM33sDBtEGzatAlvvfWW47Zjx44+76vX63Hbbbdh+fLleOONN5Cfn4/W1lZ0dHQgPz8f//znP3HTTTdh9erVKC8vH8RHQUQ9aWkz4PBJsfL4+qWT+nUMi9WGj46cFcbWzsxAsJ9OGPu7U7e0tPAILEpO6fGYFfpmbCnNAQCEqIy4OVKsmi6xaJAZ9SuhI9toFx4iFnA1NXe4melZEUFiYZrJakOHyXOFY5H+/i5j9XrvPLbeRGpZmDYcOHdMixmEjmk1Hc4d0wZ2jkrnjmkjpDANABZEZeGwPkYYC1NZsDi0AnbI+LT0tHDf3IREJAaLj3/zhXOOn9fOTEf3p3+D2QKLX9dAQmwopkyM90jskiRh6bwJwti+oyxMI/IJWfLujXzm6aefxqOPPoq2tjZoNBrMmuV+MYu7774bsbGxMJlM2Lx5sxejHDmY8yGi0aSg4jWEqazC2JbasfDfUwtJkrDuX6/3UWRERN53S9ISZOvFrvRJ/mYUVxzyUURENGox5zNqMOfjXcz5ENFoIVtyobSdE8ZKrCpcKEmEvUWJ2fPGQaNV+yg6IiLvWjB2CapN/mi0iZfSj086htqGNjd7ERENAm/ne5jz8ZmRnO9hYZqHFRYW4u6778aDDz7ouJ06derqOwKwWq1YvXo1Pv30U8iyDFmWIUmScLsy/tVXX2Hx4sWoqqoa5EdERN3tPngRVqvdsa1RK7E8a2L/jnG2EPVtYneuuxdOF7bzGupxoEwsLnswc6bbwrLX8g/CKnfG9VhKNjQK125pk0Om9ivOkS7MVx3TglwLxxraPHdunUqNQI3Yaamuw/eFac4d0+pMvo+JXDkXpkUPQmFatYc6plW7FKZ5PlZfCVQFwqi6Ac1Oia8HEzu/IPj48mnYu3VaVEgSbk0XO559ln8RJmvnBaSxoUGYm5ok3G8J7Ho9WbN0kkcLl5fMFwvTLpXWo7Ry6K/YQUQ0HGVnZ+P3v/89AGDjxo2orq7GsWPH3M5XKBS44447IMsyvvySK/31F3M+RDTaWEx/E7ZbbQps/mISpA4D5tyQibhxMW72JCIaeR6YuRC7GpOFsTClHYXFb/koIiIiGsmY8/Eu5nyIaDSRDZuEbYNdwgVjMBo+DoNsseCBX63zUWRERN63fHIqCsrjUeHUNW3JtBIcOHbBR1EREdFINdLzPSxM87CPPvoIAByJJZ1Ohx/96Ed92vfpp5/GoUOdKyteSVA56z5++fJlrF27Fna73WUeEQ2OHXvFDxyL56YiMEDbr2O8fyhH2J45Nh4T46OEMeduaRF+frg5PaPH49UYWrH5cmdiPERlxAbnbmlWDTKjn2S3NCfOhWmNXipM89dq4KcRV5fyZGEaAET5i93g6oZCxzQdO6YNdRa7DQ1OBYMxfp7vQlbVLv6/jxtAxzSrzY6aFrEwLX4EFaYBwOLotThjFP9uZgU2IkqtR1lHE07Ui8/1t2aI3TubjUbsKSl2bK+bJb6GWP0A+7efBPrb+fNqpk5MQESo+Dx0OPuSm9lENFgk2bs38o2XX34ZsiwjKysLb731FkJCQq66T1ZWFgDg7NmzV5lJzpjzIaLRxGAsQZp/szB2qD0SuneaAAA3/+QGH0RFROQ7wRodjlaMhcEufrUaFnUCsswPRUTkPcz5jA7M+XgXcz5ENFrIsgHWjk+EsctWFYo6omE5pUVUkBpjJye52ZuIaOQJC/SDsSELFTalMB6ksaC28gsfRUVEo5G38z3M+fjGSM/3sDDNw/bu3QugK7F03XXXISws7Kr7VVdX48UXX3Qko658iXUl8dX9duX4AJCTk4M//vGPg/BIiMhZaWUjLhSIq5f192L+/Kp6ZF+qEMbuXpgpbNfr9diSlyuM3TN1OnQqsZjpitcLDsFitwEAfpp80rVbmmEaJgVP6Veco0G4U9FEs5cK0wDXrmkN7YNdmOa9x+ZOpNapY5qR7c6HmroeigW90zGt/+eoa22HzS5+OooN9XwRnS+lB03ECWM6rN0epkICNsZ3vj58dFlcqTM5JBTzEhKFsc255xw/r5w6AX6abis8SRIsgRImp8UhPibUo7ErFBKyZo0Txo7llHj0HERE1Ombb76BJEl4+OGH+7zPmDFjAAAVFRW9TyQXzPkQ0WhypuQXUHa7ntImA6/nToeqqAnx42Mw+/rpvguOiMhHlofORY5BfP+XHGRAdeNp3wREREQjFnM+3sWcDxGNGsYvoJK6rh+RZaDIrEHeoUTIVuC2B5f4MDgiIt+Yk3QdGsx+qLeJl9MnRJ9AU4vvF4MnIqKRY6Tne1iY5mHHjh2DJEmOxNJNN93Up/1eeuklGI1GYUyhUODhhx/GgQMHcPHiRWzfvh2rVq0SklayLOP3v/89rFarZx8IEbnYuU/slhYW4o+508f06xgfHBS7pUUE+WPl1FRh7N2zp2G22RzbGoUSG6dl9ni8emM7NhV3dlcLVppwS1SJcP9lqxrT2S2tR84d05q8WZgW6FSY5umOaQHi8es6fP8h2aVjmokd04aaWqdiQbVCiVCNn0fPYbbZUO9UKBkbGOhmtntVTWKsWpUS4YGejdXXFJICaaF34LJFLEq+NboICtixq+IC2izie8fbMiYL23tLih0dEwN0GqyYPF643xwoYdn8tEGIHpgzPUXYPn2+HCYz368SEXlaVVXnwhkTJ07s8z46nQ4AYDKZBiWmkYw5HyIaLex2KyYGnRfGCsz+qHzXD7Dbse5fr4dCwa8WiGj0+cmCFfiyUeweEKmw41zemz6KiIiIRirmfLyLOR8iGi1sHe8L27U2JfJNkTBtDYDSaMSNDyz1UWRERL5z3dQJyKuIR5VVJYwvnFqC/Ucv+igqIiIaiUZ6voffHntQaWkpmpubhbElS/q2ksh7770nrKIkSRL++te/4g9/+AMWLFiAtLQ03HDDDdi5cycefPBBR9IKABobG7F9+3aPPQ4icmW3y9ixV7wgZ9XiDKhUSjd7uGozmLA1W+yEdtu8qVB3O4bJasU7Z8TitfXp6S4dsK54o/AwTPbOhPVPU05C69ItbTomh0ztc4yjiU8L05w7prV5tnDM+d9LvWHoFaY1mw0w221uZpMv1Bpahe1oXZDHi1prO1wLEuMG0DGtskmMNS4seEQW4C6JWorD+ihhLFxlweKwCpjsVmwvPyfcd0NqGvzVXYVsNlnGlotdrzsTIyKF+XaNhPix4YMQOTBnWgoUiq7/JyazFWdyywflXETkhuzlG/mERqMBAJdcRG9qamoAAKGhoYMQ0cjFnA8RjSaFVS8jWCl+Zt9cMx4BO2ug9dPg+geX+ygyIiLfitQFYn/lWFjkrpyHJAEBwQd8GBURjTrM+YwKzPl4D3M+RDRayJYCKKynhbESqwoXq+Jgq1Zh9tyx0PppfRMcEZEPRQUHorVmPipt4nWgoTozyku/9FFURDTqeDvfw5yPT4z0fA8L0zyouLhY2NZoNEhLu3oXisOHD6OsrAxAV7Jq/vz5eOihh3qc//LLLyM6OloY+/TTTwcWNBH1yenzZaipFzv0rFk6qV/H+OzEBRjMFse2UiHhjiyxaGxLXi4aDGKB1EOZs3o8XpNJj/cvHQcABClNuDVKfA4qtaoxjd3S3AoLEbsrtbYbYbV6p1DKuTCt3sMd0yKdCtPqOrxXdOdOlNa1K1ajyfcFc9TFuWNajK7/BWNXU9UunkOnUiFY2//kdnWzeJy4MM/HOhSEakLRprwOzTbxLfsD8Z2F0h9fPiWMB2g0uCFVfO+56fxZxxed1ZcaIVnET5Xf5Jd4OOpOwUF+SB8fK4wdOz045yIiGs2Sk5MBAAUFBX3e5+uvvwbQvxWYiDkfIhplTG8Lm002JbbtSYPUbsTyf1mEoLD+d74mIhoppmln4oIxRBhLCe1AQ3u+jyIiIqKRiDkf72HOh4hGC9mwSdg22iVcNAWi+pNIyGYz7n9irY8iIyLyvVkJK1Br9kOT0/U50eFH0NpudLMXERFR/4z0fA8L0zyotLRU2B4zZgwUiqv/iq/8g+nuxz/+sdv5fn5+uP/++x3JLVmWkZ2d3f+AiajPvnDqljY+ORITxka7me1KlmV8cOiMMLZ88njEhgYJc944fVKYsyApGemRYrecK94sOgK9rbPQ7ZFksVsawG5pV+PcMQ0AmlsNXjl3RKBzxzTPFo5FBTh1TNP7vgAsVOMHtSS+JtY5FUKRbzkXpkX7eb7Yq7pd7JgWGziwrmwuHdNCg68prqFsUdQGnDOJf9OzgxoQpdbjbFMl8lpqhPtuz5gsbBc2NeJkdSVsNjsOniiCpl18rfj81EWhaNqT5k5PEbZZmEZE5HnXXXcdZFnGX/7ylz7Nr6iowKuvvgpJkrB69epBjm5kYc6HiEaLdv1ZjPMTPx/ub4uG39tNAICbf7LGF2EREQ0Zv1yyBrubEoWxaKUNZy687WYPIiKi/mPOx3uY8yGi0UCWTbB0fCSMXbaqUNQRA8thP0QGqjB++lgfRUdE5Hsrp05AYVU8qpy6pi2eXoyDx7kYERERecZIz/ewMM2DWlpahO2QkBA3M0XOCSu1Wo3169f3us/KlSuF7by8PFgsg3NRMdFopzeYsfeI+AHj+mWT+1VMcaywDMW1jcLY3QunC9sHy0qR11AvjH13Rs/d0lrMBrxTdBQAEKg04bZop25pFjWmsltar4ID/aBQiL+fphbvdBaLCBKLTBraPVyY5twxbQgUpkmShAiduKJ6vdH3cVGXGoNTYdogdEyrduqYFhc4sFX2q5qcjhM+MjumAcDUkMk4ZkiDtVs9mUICNsbnAgA+LBG/tJybkIgxoWHC2PvnziK3sBrNrYbOwjS562DtRjN2ny0clNjnzhC/vCgqrUdTC//uibxGlrx7I594+OGHoVarkZOTg2eeeabXuXl5eVizZg1aWlrg7+///7P333FR3un++P+6pw8z9A5SBFGxYtfYS0wxxiSr6Ztk07d9cra3c/Zs+e1m+3dzztmWTdlNNb2bakvsoigqIggivffp5f79QTLwHkQBh7lheD0fDx4P7+tu1wjMDNfc133hoYceClKWoYE1HyIaL0qqf4K+5RK3DDx5Zja0xa2YdsUUTPJ7n09ENN4kh0Vie+1EePrUatQSoNZvVy4pIhpfWPMZF1jzCR7WfIhoXLB/CK0kfk5b7tKi6LM0yC7gpruXK5QYEdHokBoTibb6Oah1a4R4vMmG8vL+NyQgIgq4YNd7WPNRRKjXe9iYFkBWa29jgSRJiIi49PQOj8eDgwcP+u6IJEkSrrjiCoSHX/wC66lTpwrLbrcbTU1Nw0uciC7q04OlsNl7C8IqlYT1K3KHdIyte48Ly1mJMVg4KU2IPVkgNhdkRUdjZcaFL/Z5vvwQLG4nAOCb6QUw+E1L22+bxWlpl6BWqxAZbhRiwWtM85+YFthGjfgwv+NbrfB4vQE9x3DE6f0a0xzdA2xJSug3MW1EGtP6T0wbjjq/iWkp0aE7MU0lqZAduQXnXVohflNCGVTw4u2qQtjcva9RkiThlukzhG3fKz2DHYfO9BzPA2js4jnePCROBQ2UaTnJMBrEvAtP14zIuYiIxqvs7Gz86le/gizL+NnPfobFixfjd7/7nW/9K6+8gl//+tfYsGEDZsyYgaKiIkiShD//+c+Ij7/wZGa6MNZ8iGg88HrtyDGLN2c67TCj+WUd4JWx6WtXKZQZEdHokuaZjbMO8T1dRmwbuhyVA+xBREQ0NKz5BA9rPkQ0Hri7twrLjR4VSu2xsL5uhtpqxbX3rlYoMyKi0WNu4no0u3Xo9IrNGtHmPbDanAplRUREoSTU6z2aS29Cg+V/JyO3233JfQoLC2G1WoWpRitWrLjkfnFxcf1inZ2dSElJGUSmRDQU7+8SL9hfODsTcdGDn/JT396FnafKhNgtV8wWfu/PtrZg93lx6tlX8uZBdYGJZxa3E8+c7ZmWZlI7sTmhXFjfMy3tR5yWNgjRkWFCM1rQGtPMYuNYa6AnppnEiWkeWUab3Y44v4a1YIvrNzGNjWmjSaPfxLREY+Cbvfo3pg19Yposy6hr95uYFhW6E9MAYGXCKrxbHo9sXa0vFqNxYXl0DXa3peGDmlO4MSPPt+6m3On44/69cH/ekGp3u/F2SbFvvbZbhtvY+xpx8GwVqls6MCF2cHcBHSyNWoUZU1Jw+Ph5X+xYUTVWLp4c0PMQ0QDkS29CoeG73/0uZFnGf/7nf+LQoUM4fPiw72+BX/ziF77tZFmGWq3GH/7wB9x3331KpTtmseZDROPB2Zo/YpJWvLHNSw05CHuvHtGJkVi+ebFCmRERjS7/tfo6vHvuVUwx9NZbktQeHD69Fcvyvq9gZkQ0LrDmM26w5hMcrPkQUaiT3eVQe/KFWIVLi6LqVKBNjfkLJ8JoMiiUHRHR6LF+9lT8qzgRdQYrInS97xGX5p3D/qNlWLt0aIMMiIiGhPWecSOU6z2cmBZAfe9+JMsyOjs7L7J1j88++6xfbDAFK71e3y/W905ORBQYDc2dOHpSvMvpNaunD+kYr+w/AY+3912DUafFxnniHypP+U1LizIYcNPUaRc83kvn8tHhsgEAvpl+9ALT0mZyWtogRUeKjVpKTUyzOd2wOgJ3Z5UYYxj82xKbrIGdyjYccXqxYY4T00aX4ExME88xnIlpnTYHrA7xQ8LkEJ6YBgAxuhh0qNai3SO+df9Kak/j9MsV4mtIfJgJaydmC7EqQ+9zgNYqI0wnTjJ76/DITE2bPW2CsHycE9OIiEbE9773PRw7dgxf+cpXEBcXB1mWha+IiAjcdtttKCgowCOPPKJ0umMSaz5ENB5oPa8Iy81uDbbvy4aq04Fr718Hrd/fEURE41VaRAw+qp0oxLQS4JLfUygjIiIKVaz5jDzWfIgo1MnWl4VlhwyUOkyofTUessOJO7+7QaHMiIhGlwmxkWirn4Vaj1qIp0V24fTp3QplRUREoShU6z2cmBZAERHiRdHnzp0bYMteO3fuFJbVajUWL770nWcvVAy7UBGLiC7Ph7uLIPfp+zKH6bFswaRB7+9ye/DawRNCbOO8XIQbe39fW6xWvF5cJGxzx8zZMGr7X+zj8LjxdOl+AECYyoktftPSqlxazEz4MaelDVJUhN/kso7gNG/5N6YBQEuXFWF6XUCOr1GpEGM0osVm88WaLRYgTtlRrpyYNnpZ3E50ux1CLD4IjWnJw5iYVtsqvgeSJCAxcujHGWuWxW/Eyda3sMzU+/jnmVuQoLPiWGs1SjoaMDky0bfu1ukz8WFZqW/ZFS7BaZah6waiw41YPH8qXtpX6Fv/5uEiPLx+MdSqwN63Ynau2Jh2tqIRFqsDpjC+byUiCrTc3Fw8+eSTAIDKyko0NjbC4/EgNjYWWVlZUAX4OX68Yc2HiEJdu2Uf0vXiBZE7u5JgeKYVKrUKGx66UqHMiIhGJ5NlJs47dyND1/vcmR7XBIurDiZtsoKZERFRqGHNZ2Sx5kNEoUyWHXBaXoGuzyVElS4tzlrj4c43IDbMi8nzsgc+ABHRODMj5jo0uz+AxSvB1GdYgFm/Gw7HfdDrefM2IiIKjFCs94y9jEexzMxMYbm9vR1nz54dcHu73Y6PP/4YkiRB/rzzZe7cuQgL69+w4K+tra1fzDyMi7uJaGCyLOP9XeIEmTVLp0CvG3xP7ycnzqKlS7yo59als4Xl504cg9Pj8S3rVGp8eVbeBY/32vkC35Spb6QX9JuWts/OaWlDERMlPt+2B2limkmvg0Er/hz5/5xcrrgwcTrZqJiYxsa0UavR1tUvlmAMbGOa2+tFo0X8ORzOxLS6djHX+AgztBr1AFuHjllRM3HAlgN3n6d9lQTclXzhqWnL0jOQEi7+/1o/vyZq8dyJuGnRDGFdfXsXDpZWBTzvaZOSoNH0/snh9co4caY24OchoguQg/xFo0p6ejrmz5+PRYsWYdKkSWOyYDXasOZDRKGusvaX6HufI5cMPF06E7rCViy9YQHiJ8QqlxwR0Sj0szUbsbsjRYgla9w4Vf6aQhkR0bjBms+4xppP4LHmQ0QhzfYedJL4+fo5lxZFh9Mgu2TcePdyhRIjIhqdrpo9A+daklDnNzVtydxyHDxWoUxSRDQ+BLvew5rPqBIq9Z6xmfUolZeX1y/26quvDrj9K6+8Aqu1txFBkiSsXr16UOeqqKjoF0tMTOy/IREN26nSOlTVisXhq1dNH9Ixtu49JizPy0pFTnKcb9nhduO5QnGbjVOmIsHUvwDt8nrwRMleAD3T0m5O9J+WpsHMeE5LG4roSPEDgrYgNaZJktRvalpLd2DPHT8KG9Pi9X6NaQ42po0WjXbxDo1mjR4mTWAm+H2h2WqBRxb/ohlWY1qbmGtyVOAnu41GakmNSZGbcd4l3n3ppoRyaCQv3q4qhM3t6t1epcKWaWLzmS0B8KqARXkTkZuagCkp4hTFNw+JzdiBoNdrkTtJvEv48aLqgJ+HiIhopLHmQ0ShzO3pRLZJrDOdsEeg7S0dIMu4/mtXK5QZEdHoNSkmER/WTRRiBgmw2F5XKCMiIiIaDtZ8iChUybIMZ/fTQqzRo0KpIxqWN8Ohslhx7b2rlEmOiGiUSomJQFP9LNS6xRvO58S24cTJvQplRURENDawMS2AoqKikJubCwC+uyP96U9/Qn19fb9tnU4nfv3rX/drILn66sF9yH/06FFhOSkpCQaDYZiZE9GFfOA3LW1CUhRmTkkZYOv+ztQ24eg5cSqM/7S0N4uL0GKzCbF758y74PHeqSpEna0DAPDVtGMwqrzC+v2cljZkSjWmAUCs2a8xrSuwjWPxJr/GNEvwHttAODFt9Gq0i3dJSwzwtDQAqO8Wv99alQoxRuOQj1PXJuaaEh1xWXmNJSsSVmKPRfyAMlLjxrqYSnS5HPigRnzd2jxtBvq+05Q1EuzxwPxZGZAkCTcuFJutt588iw6rPeB5z85NFZZPFNcE/BxEREQjjTUfIgpl5bWPwqgSbyTyYsNkmN+oQ8a0CZg9xBs1ERGNF87WGahxie/T0mLrYXM3KpQRERERDRVrPkQUslxHoPWeEULlLi3ONCXDW63FvAUZMEVcetojEdF4Myv6RtS7tbB7xfd8OtVOuFwehbIiIiIa/diYFmC333475D7TQJqbm7F69Wp8+umnvlh1dTVuvPFGnDkj/vGXlpaGlStXDuo8+fn5vn9LkoScnJzLzJyI+nI43di+V/wdvXrV9CFNI9u697iwHBcehrUzJ/mWZVnGkwVHhG2WpWUgN06cYAMAHtmLx8/sAQDoJA9uSSwT1le7NJgR/xNOSxsiJRvTYvwnpnUFemKaePxmm/IT0+L8JqZZPS5Y3E6FsqG+Gmxis1e8IfCNaXXdfs1vZjNUw3jOqvWbmJYUPT4mpgFAnD4OnarVaPGIb+HvTT0JAHi5QnxNSQ2PwERtpBDzTtT5nvs2zJ0KrVrtW+d0e7DtaHHA8545VWxMKy6rh9vjHWBrIgoYOchfpKjm5mY89thj2Lx5M+bOnYucnBxkZWVd9Cs7O1vptMcc1nyIKBTJsoww+T0hVu/W4rP8TKjaHbj+a1ez3kRENIBfrLkeuzrEukeK2oMz1W8qkxARjQ+s+YwrrPkEB2s+RBSKvNaXhWWLV0K504jK9xIh2x24/dsbFMqMiGh0u2rWNJxrSUSdRy3EF80pRf6J8wplRUQhL9j1HtZ8FBWq9R7NpTehobj33nvxm9/8Blar1feB/ZkzZ7B69WqYTCaEh4ejoaFBKGrJsgxJkvDVr351UOdwu9346KOPfHdrkiQJ8+fPH5HHQzRefXboLLq6xakxV62cNuj9O212vHf0tBDbvHim0ACw+3wFzra1CtvcP/fCv8sf1hThvKVn2/snHIdJLV7Qf8A+A1smcFraUEX5N6Z12nzPqyMt1r8xrTuwjWlxYaNvYlqs38Q0oGdqmskco0A21Fe/iWmGwE8ha/CbmJZkHl5DWX37+J2YBgBL4zfgeNvbWGPq8MWmmzqQZezAsVagpKMBkyN7p6qF1clAXO/+nXoXSltakBMbiyiTEWtmZOPD4yW+9W8cPoXbluUFNOdpOcnCst3hxrmqZuRkJgT0PERE49WLL76Ir371q+jq6nmN7FtvuBg2GQwdaz5EFIraLB8hRSfWwD7pSIHh+XaEhRux7ssrFMqMiGj0m56Qil8em4g74npvJGdQyWjvfBnAg8olRkREIYE1n+BhzYeIQo3stcBtex/aPi8J59wanLPHw/WZETEGN3IXsTmWiOhCkqLD0VQ/G7WJ1ZiodfviM5Ka8ZdtB7FkbpaC2RER0VgXyvUeNqYFWHJyMn7yk5/gxz/+sfADIMsyuru70d3nouy+61NTU/HII48M6hzbt29HW1ubsP+SJUsCkD0RfeG9HSeE5Xkz05GcEDnA1v29k38aNmfvHyZqlYTNS2YJ2zxZkC8sT46JxfL0jH7HkmXZNy1NDS/uTC4R1te7NZgW/59j4kVntImOEJvDnE43rDYnTGH6ET93rFlsHAv4xDSTePxmq/IT00waHcI0Olj7TElrtncjg41pimv0m5iWYOzfRHi56v0mpiWZh3cO/4lpKeNoYhoA5EXNwm9rJmNp2GHo+zzt35d6Aj85uwwvVxzBf86+FgDQ3mlF6+kOqBYBXl3vxltPFeK/VqwGANy4cLrQmHa6uhHFNY2Ymhq4prHoyDAkJ0SirrG3ma6opI6NaUQjTeZ7w/Fgx44duPPOO32FqoyMDMyaNQtRUVFQqVSX2JuGijUfIgpFDQ1/QFSfEoLDK+HZ8hnQHarB2ofXIyzcqFxyRERjQHdjLmpde5Ci7W3yTY2qhc3dBKMmXsHMiChkseYzLrDmE1ys+RBRyHF8CK3k8C16ZaDSpUHxqVR4u4BNdy/jNUZERBeRF7MJNe6P4ZTt6HO5DSTPJ3C7b4ZGox54ZyKi4WC9Z1wI9XoPG9NGwPe//30UFBTglVdegSRJF/1DTpZl6HQ6vPjiizAYDIM6/gsvvCAsS5KE5cuXX1bORNSrvrED+YXi2OUNa2YMen9ZlrF173EhtmbGJCRG9jZhnG5qxN6qSmGbe+fMu+Dzxa76EpzpbAAA3JV6EpFqj7D+kH0qNqVyWtpwxESF9Yu1dViD05jmPzEt0I1p/hPTRkFjGgDE6c2odPdOCmx2dF9kawqWYExMq/ObmJY8jIlpDpe73+9K0jibmKZRaTA5chPKnIWYpu/9MOHq2Cr8qtyFt6sK8Z3pV8Ko0eJ4UTXgBcLqge703mO8froI37tiGQwaLRZPTkdipBkNHb3fnzcPn8IPA9iYBgDTJyeLjWmlddi0fnZAz0FENB795je/gSzLiIqKwvPPP49rrrlG6ZRCHms+RBRKnO4WZBrF+tQxeyQ6t2kRIcvY8OA6hTIjIho7frbyeuxsfw93xJf7YqkaD8qb3sP05HuUS4yIiMY01nyCjzUfIgol3R1b0feKkUaPGued0eh8NwJSVzeuvW+1YrkREY0FV82egSdOJ6LeYEV6n6lpC/NKkX+iEovnTFQwOyIiGqtCvd4z9lvrRiGVSoXnn38e3/72t6FSqSDLcr8xe1/E4uLisG3bNixdunRQx66vr8dLL73kK4JJkoQ5c+YgIYETJ4gCZduuU+j7K2sO02PlEEbYHyitREVTmxC7bal48f2TBUeE5VhjGDZNye13LFmW8fcznwEAJMi4J+W0sL7Fo0ZW7H/xTkbDZDToYNCLPdptHYFtEBuIf2Nac1dgG8f8G9Pa7XY43O4Btg6eeIM4JavZzsa00aDBLk4hizcEfgpZ/4lpQz9HfXtXv9h4m5gGACsTVmNXd6LwWmVQeXFjwll0uRx4r7pn6mfBqWoAQFiduH+Hw453S84AANQqFTYtmC6sf/dIMRyuwD5fTMtJFpaLSusG2JKIiIbi8OHDkCQJP//5z0OuYDVaseZDRKGkuvHX0KvE57Dn6qfC/FItpi7KQfbsTGUSIyIaQ+anZeDdumwhZlDJaG55UaGMiIgoFLDmE3ys+RBRqJDd1TDhmBCrdGtwtiMRrlN65M1JQ0TM+PuMnYhoKBIjzWiuy0OtR5yMNmdCPQ7k5yuUFRERjXWhXu9hY9oI0Wg0+MMf/oDCwkL84Ac/QF5eHmJiYqDRaBAXF4dVq1bh97//PcrLy7FmzZpBH/d//ud/4HQ6fQUvWZZx3XXXjeAjIRpfvF4Z23acFGLrlk+FXq8d9DH8p6VNSorF/OwJvuWG7m68U1IsbHPX7DzoNf2HWO5vOofCthoAwM1JRYjTiI0Ch+yTMTMqb9C5UX/RkWKDWNAa08x+E9O6AzwxzdR/GlyLLTiP7WLi9GJjWhMnpilOlmU02fwmphlHojFN/F4nmc0DbDmw2jaxgS7coIfZMPITDkebBEM8XJrVqPcrgN2VchqAjBfKD0OWZRScqgIAaOyAvlX88PT5E72vVTcsmCas67Da8cmJswHNedpksTGtoroFFqtjgK2JKBAkObhfpAyv1wsAg74IhgKDNR8iCgWyLMPo+VCIVbt0yD82Aap2BzY8wGlpRESD1VY3GXUucVpKSkQV7O5mhTIiolDGms/4wJqPMljzIaJQ4LS8Ji7LQInDhIodiZAtDmz5+nqFMiMiGlvmxt2AKqce7j5/F6klwOP6BG63R7nEiCgkBbvew5qPMkK93tO/C4ICKjc3F48++igeffTRgBzvK1/5Cm655RYhNnEix8ISBcqRE5WobxIbH65bO3PQ+9e1dWLXqXIhdssVs4WJZs8UFsD1+YsLAOjVGtw+Q5yo9oV/fD4tDZDxwIQiYV2HR4W0mP/mtLTLFBUZhrrG3u+5UhPTrA4XbE4XjLrBN0FeTKTeAK1KJfysNVmtSAmPCMjxhyvOIE5y48Q05bU5rXDJXiGWEOCJaV5ZRoNfY1rycCamtflNXRuH09K+sDrhOuQ3v4uN4S2+2AS9DXPDG3G0Q8Le6jKUVzb51oXVAo6Y3v2PN9TjRGMDZiYkIi0uCgsnpeHQ2Srf+lcPnMCGuVMDlm9OZgI0GhXc7p6fNVkGTp+tx/xZGQE7BxHReJSdnY3jx4/DYgns9F0aHNZ8iGgsa7O8jUStU4h91JEK/dPtCIswYuUtVyiUGRHR2POfy67Bzvb3cXt872cDKRoPzrd9gCnxdyqYGRERjVWs+SiLNR8iGqtkWYa16wVE9rkitNqtQak9Ec6dYQiXHJgzhGugiIjGs6tm5eLxoiQ0hFmQqultRJs/txRHTlRi0Ry+nyMioqEJ9XoPJ6aNMTk5OZg9e7bwFRGhbJMBUSh5b8cJYTk7Ix5TshIHvf8r+0/AK/e2kofptbhuXu+F/VaXCy+cKBT2uSl3GmLD+k+3KmipwqHmCgDANfFlSPa7WCjfno2ZUXMGnRtdWHSEQhPTwi8w0awrcOeWJAlxfj9XzaPgzUycQZySxcY05TXaxWYvCf2/T5er1WaD0yveLSjRNPRz1LeLuSZHjd/GtFlRM3HMPg3dXrE5+YEJPa9jj5/agz4vR4joUiPJ7//8+cJjvn9vWSx+AJFfVo3yhtaA5avXaZCTmSDETp+tD9jxiegC5CB/kSJuvfVWyLKMDz/88NIb06jHmg8RBVNL85+FZZtXwgvnpkN3tBlr71gBo8lw4R2JiKifFdmT8W5tthAzqmQ0ND+vUEZEFNJY8xkXWPMJLaz5EFGwyM58RGrahFiZU4/S8mS4ayVsuHUxVCpeLkpENBgJkWa0NsxGrVuc/7IovRZ7Dx9XKCsiClnBrvew5qOIUK/38C8NIqLPdXbb8enBUiF23dqZg55I5nS78drBk0Js47xpMBv0vuVXi06iw2EXtrk3b+4Fj/d337Q04OtpYjObxSshMeZnnJYWADFR4gSvYDWmhRv00KrVQqylO7DnjgsTH1uTdRQ0pun9GtMcbExTWoNNbPaK1ZugVakH2Hp46rvFc6gkCfEm0wBbX+Q47eLPS9I4bkxTSSrMi7kJxQ6jEF8a2YA4rQ1HrJXwGnsn4c2akopbZ8wStn27pBidn78mrZ05CTFm8VivHhCbtS/XlGyx0bv0XGNAj09ENB597Wtfw7Rp0/DnP/8Z+fn5SqdDRERjhMNdhzR9jRA7YouG5V0NJFnGhgfXKZQZEdHY1VA7CfUuvRBLMp2H3d0ywB5EREQDY82HiIiGo6n1cWG50yvhuC0etk/CgI4ubHhgrUKZERGNTfPibkClSw9PnwYOncoLq+MTuN2egXckIiK6gFCv97AxjYjocx9/dhpOV+8fDFqNGutX5A5+/8KzaPVrLLp1aW8TgMfrxdPHjgrr12RmITsmtt+xitrr8GlDT5Pc0qhKTNTbhPUFjgzMjJo/6NxoYNGRykxMkySp39S0QE5MA4D40diYxolpo47/xLR4Q+Cbvfwb0xLCTNAM405s/hPTxnNjGgCsSFiBXd1pQgFMLQG3JxfDK8mwT3L74nnTJuCW6TOh7tPQbHe78frpIgA9r3mb5k8Tjv92fhEcLjcCZfJEsTGthI1pRESXzWw2Y9u2bZg6dSpWrFiBn/zkJygsLITdbr/0zkRENG7VN/0auj73OpJl4Nm6XJheqsXUhZOQPTtTsdyIiMaqHyy6EjvaU4VYqsaDqvbQvPMpERGNLNZ8iIhoqGRPC6LxqRCrdGlRYYmHM9+A3KmJSEiLUyg7IqKx6apZ03C2JQFNHvEG3/PnleDIiUqFsiIiorEq1Os9mktvQkPxzDPPCMsbNmxAbGz/ppPL1dzcjG3btgmxu+66K+DnIRpP3tsuToZZtiAbkeHGAbbub+veY8LyguwJmJTUW9TZfq4M5zvahW3umzPvgsf6R59pad/KFJvZ7F4JkZH/zWlpAaJUYxoAxIWHCY02LV2BbRzzn0jVZFG+MS3eb2Jai8MCryxDxZ9nxfg3piUaIwJ+jvpuv0ln5uE1lNV3+DemmQfYcnyI0IYjKuwaVLrLMFHb20B2c2Ip/lI5G/YcN4wntZBkCXOmpyHRbMaVWZPwQVnvdNAXThzH3bPnQJIkbF4yC0/vOuJb12G14+PCUlw3b/BN2hczeWKCsFxd1warzYkwoy4gxyciGq/S09Px73//G2vWrMFvfvMb/OY3vxnUfpIkwe0OXAPyeMCaDxGFAq/XA5Nnh/DJQKVLj8LCFER0luDaBzgtjYhoOK6eNgM3f5SN2+PLfTGjSkZt43PIibtdwcyIiGisYs0neFjzIaJQYOl6HmFS7x1NPTJw3B6Bhv0x8LY48KUfbFIwOyKisSkuwoTW+lmoS65EkqZ34MGyjCr8492TWDRnooLZERHRWBTK9R42pgXYPffcIzSL7N+/f0QKVmVlZf3OxYIV0fCVlDf0m9xy3dqZg96/uKYRxyrqhNitS2cLy08WHBGWp8cnYPGEtH7HKutswse1pwEAs8LrMdUgNhMdd6ZgcfIVg86NLi5Kwca0fhPTukd2YlqzNXiPbSD+E9PcshcdThui9WED7EEjrdHWKSwnGALf7NW/MW3o55Bluf/EtOjAN9GNNWsTr8b+6q2YGFXvi0VrXFgdU4VPkAFnmgfhdXrk5iQDAO6clSc0pp1ta8XBmmosnpCG9LgoLMpJw8HSKt/6Vw+cCFhj2sT0OKhVEjze3g9ESisaMTt3QkCOT0Q0Xj322GP47ne/C6/XC1mWL70DDRtrPkQUCtq6X0CMxiXE3mtPh+HpdoSFG7Hq1qUKZUZENPbVVWWjIfdTJGodvliyuQJ2dysMmhgFMyMiorGINZ/gYc2HiMY6WfbA1f2scCVojVuDEns8HB+HIcxjxZKNF75xNhERXdy8hJtQ6foIeTonvngbF6b2oMO+HR7PBqjVKmUTJCKiMSWU6z1sTBshsiwHbZpRMM9FFKre23FSWE6IC8f8WRmD3n/r3uPi/hEmrJ6R7Vs+3lCPw7U1wjb3zZl3wd/dx0v24IuXmu9PzEffTVwyYDD/iL/zARQdoWBjmllsHGvpCuy548LEx9ZkVX5iWoze1C/W5OhmY5qCGu1i01jCiExM82soCx/6xLROmwNWh3jx5HifmAYAWaaJeMmzEG2edxGt9vri96eexCetGbBPcWFReCb0up63/UsmpCErOhrlbW2+bZ8/cczXKL158UyhMe1IeQ3KG1qQlXj5H8DqdRpkTohFWWWzL1Z6jo1pRESXY9u2bfjWt74FAFCpVFi+fDlmz56NqKgoqFT8EGSksOZDRGNZd/vfEd1naHGXV4WXy6dBX3Aeax+8EkaTQbnkiIjGuO8tXIsd7R/htj5T01I0HlS1f8CpaURENCSs+SiDNR8iGqs89p2I1HQIsVKXDuUViXBVqLDp1sXQaHmZKBHRcKybOR1PFiWi2WhFfJ/rcubPL0ZhcQ3mTO8/mICIiOhCQr3ew784iGjcczjd+Oiz00Ls2lXTB303i06bHe8dLRZimxfPhFat9i0/WZAvrE8ymXFtzpR+x6qytOG96hMAgOywFswOEwtHJx0JmJt05aDyosGJiRIbojq6bHB7vNAE4W4m/SamBbgxLd40+iamaVVqROvC0ObszaXZ3o3JEQkKZjW+NfSbmDb0prFLqfObmJY8jIlp/tPSACAxko1pkiRhWcImFHbuwkpT7/dyprkd2cYOlCVGIjUmStj+9hmz8f/7bJcv9mHZWTRZLIg3mbB2xiTEmMPQ2meC4ysHTuAHm1YFJN+crAShMc1/WikRBY4UWjfVoQH8/ve/BwCkpqZi27ZtmDlz8FOfiYho/LE7S5CibRJiByyxsG/TQO+Vce2D6xTKjIgoNGycMQu3fJgtNKaFqWTUNj3LxjQiChjWfMYH1nyIiGgomlv/gYTeS5TQ5lHhhC0O3e+bgfZOXP/weuWSIyIa4+LCTWhrnIG6pCrEq52++JrMSjz90Sk2phFRQLDeMz6Eer1n7LfWERFdpj2Hz6Kr2y7Erlk9Y9D7v3W4CHaX27esUamweUnvi0VNVyfeLy0R9rlr9hzo+jSufeHJkr3wfD6a84dZh6Dqc5M0jwx4Td/mndMCLDqy/6Sujk5bUM7drzGtO8CNaWFiY9pomJgGAHEGsZmo2W9iFwVXk11s+Eocgca0fhPTzEM/R4NfY1pseBh0Gt5jAQAWxSzEXks2HH5/oD44oWeaZ1VsmxD/Uu50GPr837m9Xrxc1NMUrdWoccOCacL2bx8ugqPP69zlmDwxUVguZWMaEdFlKSwshCRJ+MUvfhFyBSsiIgq8ltZfQ+1Xa/pXzXSEv1yDKQuyMSlvonLJERGFAEmSUFObhTqXOH0yxXQednerQlkREdFYxJoPERENluyuQIL6uBA759agvDMejsNGTJuejMSMeIWyIyIKDQsTb8F5lxZyn+tywtRudDg+gCyzm4SIiAYn1Os9bEwjonHv3e0nhOV5M9ORmhQ1qH29Xhkv7RULPGtnTkJ8RG/jzb+OHfU1mwFAmFaL22bM6nesBlsnXq88BgBI1ndgoVn8oPq0Mxrz4m4YVF40eBHhRvj3+rV1BGeyWKxZbExrDfTENL/GNKvLBYvTOcDWwROn92tMc7AxTSkurwctDrFhMcEY2MY0WZb7NaYlmi5/YlpSVOAb6MYqvVqP7MhNOOvUC/GrYqoRqXFgf3c5Opy9DbeRBgOumyxO7XzhRCE8Xi8A4EuLxT96Om0OfFRYGpBccyaK0xHPVTXD5fIE5NhE5EeWgvtFivB4ep5D8/LylE2EiIhGPa/XiQjvASF2xmFCaWEiVJ02XPvAlQplRkQUWr49bzU+bpsgxFK1blS2va9QRkQUcljzGRdY8yEiosFqbf+XsOyUgSK7GTW74yG327DlG1cpkxgRUQi5cuZMlLYmoNkrXnK/YM4pFJfVK5QVEYWUYNd7WPNRRKjXe9iYNkbZ7eJ0J4PBMMCWRHQx9Y0dyC88L8Q2rBn8tLQDpZU439wuxG5dOtv37y6HAy+dFBvftkybgcgL/M4+VboPLm/Pi84Psw9B0+d13ysDVv3DUEl82g40jVqFyHCjEAtaY5r/xLQAN6bFhfWfBjcapqZxYtro0Wzvhv99exINEQE9R6fDAZtbnLaVPIyJafXt4s8JG9NEaxLXYnt3Crx9vqFalYw7koph97rxxvljwvZ3zMwTluu6u7CzohwAkB4XhcU56cL6V/cXBiTPnEyxMc3t9qKipiUgxyYiGo9ycnIAAG1tbZfYksYS1nyIaCS0d/4NJpVXiL3RMhFhz7QjLNyI1bdeoVBmRESh5aZZc/B6TY4QM0hAQ/MzCmVERERjEWs+oYk1HyIKNFl2QWN/U4hVujU454iH85MwmGU3Fl07V5nkiIhCSLhRj46mWah2a4T4irQq7D18fIC9iIiIRKFe72GHwxjV3NwsLIeH8+JsouHYtuuUMGLZHKbHykU5A+/g58W9x4TlSUmxmJeV6lt+6dQJdLt6J1RJAL6S17/o0+qw4OWKIwCAGK0VKyIahfWlznAsSLxr0HnR0ERFiA1cbZ3KNKZ12R1wuNwDbD10Jp0OYVqtEBsNjWnxenGSGyemKafBLk4h06rUiNIZB9h6eOr8pqUBQILJdIEtL85/YloyG9MEiYZEQLO6XxHs9uQz0EhevHDuMLx9XvBmJyZhRkKisO3zJ3qLZVuWiFPTjp6rRVn95TeQmU16JMWLzY/nKpsH2JqIiC7ltttugyzLePPNN5VOhQKINR8iGgmu7ueE5Wa3Bu9X5EB/vAlrbl8GozmwfwsSEY1XkiShqS4NVU7xeTXVXAW7u1WhrIiIaKxhzSc0seZDRIFms3yEcI14fUu5U4czJclw1wLX3XEF1Bq1QtkREYWWJal3oNKpE24YrVd50e58D7Lsf1twIiKi/kK93sPGtDHqyJEjwnJMTIxCmRCNXV6vjG07TgqxdcunQq/XDrCHqLa1E58WnRNity2dDUnqGXXm9nrxr+NHhfXrs3OQHhnV71jPnD0Au6enIem7Ew9C12damiwDbbq7oZZYLBopMVF+jWntwWneig3v35wT6Klp8WHiOZoswWm6uxj/iWlNnJimmEab2OyVYAj3PYcFSn23+P2NNYZBr9EMsPXA6vwa0zgxrb/VCddhrzVWiEVrXLgq9jyqLG34rOGssO6OmbOF5U/PV6Cyo73nWDOy+zXPvnpAnAA6XFnpccJyORvTiEaGHOQvUsQ3v/lNLFy4EP/4xz/wzjvvKJ0OBQhrPkQUaDb7fsRrOoTYru4EON9XAx4PNjx4pUKZERGFpv83ZxU+aBWn0ado3Khs36ZMQkQUWljzGRdY8wlNrPkQUaA1tT0lLLd4VChxxKDr3QigvRPXPcSaDxFRoKyZPgNlbfFo9IjXcM6ffgrnqnjdCxFdpmDXe1jzUUSo13vYmDYGdXZ24tlnn4UkSZBlGZIkYfr06UqnRTTmHDlxHvVNnULsujUzB9i6v637jgvTZ0x6HTbMzfUtf3C2BLVdYiPF/XPn9TtOp9OO58sPAwDCVA6sj64T1le4w7Ag8auDzouGLjrSrzGtIzjNWxFGPTRq8aW4pTuw544LEx9b8yiYmObfmNbMxjTFNNrF58AEQ+CbvRr8JqYlm80DbHlx/hPTEqOGd5xQZmyLx6dVWWjxiM8rD6T2NJQ9X35IiG+cPBXhOr1vWQbwwslCAIBWrcYNC8T3l2/nF8EegKmObEwjIgqcuro6/POf/8TcuXNx44034o477sDbb7+N4uJiVFZWXvKLRh/WfIhoJHS1/05YtnslPFM9A5GvVGHy/GxMmjNRocyIiELTrXnz8EZNjhDTSUBTy78VyoiIiMYa1nxCD2s+RBRoXncdUjTijUXPuzU4254I1zE9ZuVNQPyE2AH2JiKioTJoNehqnINqt3gz7itSarA//+gAexEREfUK9XrP0MdV0JAEYuqIx+OBxWJBRUUF9u/fj8ceeww1NTXCsefOnXvZ5yEab9788LiwnJ0ehynZiYPa1+Z04fWD4rS1TQumwWTQAQBkWcYTBeIdz/ISkzE3KaXfsZ4vP4RutwMA8K2swzCqxFb0etXNyFYNboobDY9SjWmSJCHGHIbGjt7GrJauwDaO9ZuYNhoa0/R+jWkONqYppdHu1+xlDHxjWp3fxLQk89DP4fXKaGj3Ow4npvVzqqQOlYcm4FhmEdaae6ch5IR1Yaa5CZ81AOe7W5Fh7rkDZ5hWiy/lTsO/jhf4tn311El8a9EV0Gs0+NLiGXhyx2Hfuk6bAx8fL8HG+dMuK082phEFgRJ3N+LdlBSRmZnpqw3IsoytW7di69atg9pXkiS43ZffcDyeseZDRGOB19OMKPkU0Ocp67g9HLWFMYjtasCGB9YplxwRUYiSJAntDSkod5iQpe+tx6aGVcPuboVBw+koRDRMrPmMG6z5KIs1HyIaC2pankJqn6crlwyUOsJwfkcS5A4rNv/qJuWSIyIKUWuy7kK16yPM0Tug/vw5WKOS0el4B8BViuZGRGOYUhPMWPMJulCv97AxbQg+/PBDXHvttZfcTv58gpIsy1i8eHHA85Dl/s8EW7ZsCfh5iEJZc2s39hw+K8Suv3LWoIvM244Wo8NqF2K3Lcvz/Tu/rgaFDfXC+vvnzut3fIvbiWfKDgAAdJIb18dWCetrXHosSP3uoHKi4YtSqDENAGLD/RvTAnvueJNfY5plFDSm+U1Ma3fa4PR6oFOpB9iDRkqDTWxMix+BiWn1fhPTkoYxMa3VYoXL4xGPw8a0fk6V1qL7VCQ+bsnEkrBChPVpdH54QiG+XrwWL5Yfxg9n9RbDbp85W2hMa7Xb8P7ZUtwwNRdpsVG4YnIG9pWc961/eX/hZTemTfRrTKtv6oTF6oApTD/AHkREdDF9awQXqhfQ4LDmQ0ShqqPjd4jsU47yysDWpskwPdcKo9mAVbcuVS45IqIQ9h9zV+H9lj34ekqRL5ai8eBc29uYEn+PcokREdGYwZpPYLDmQ0ShSJa90DneBHS9sRq3BmX2ODg/NCBCbcH8q/OUSo+IKGRdMWUKHstPQL3RhlRN73VMeVMLcb66BRmcVElERJcQyvUeNqYN0VB/AEbqB+aL5hZJknDVVVdh0qRJI3IeolD17vYT8Hh7fz8Neg2uWjl9UPvKsozn9xwTYsumZiIzPtq3/KTftLQJERFYn53T71ivnDuCdqcNAPDVjCMwq7zC+krVBqSpdP32o8CKjvBrTOsMXmNaXLjYONbSHeDGNL+Jac3W4D22gfhPTAOAVocFScYIBbIZ3/wnpiWMSGPa5U9Ma2gX81SrJMRHmAbYevw6VVIH2a1C8YFMFCeWYK7B5lu3PKoeCTorXq8swP+bthphmp7XlkkxsVicmoYDNb2N0c+fOIYbpuYCADYvmSk0ph2rqMPp6kbkTkgYdp4ZqTFQqyThdfhcVQtmTOk/VZSIiC7u6aefVjqFkMKaDxGFGln2QGPfBqh6YxUuPQ6cz0TEiTKsuW8twsKNyiVIRBTCbpk9D2veycFXk4ug+uIO2hLQ2vZvgI1pRER0Caz5BBZrPkQUarosuxGv6xBiFS4NiorT4G3y4vq7VkCt5o2BiYgCTatWw94yHzWJNUJj2oKkerxy8CAyJlz6hghERDR+hXq9h41pw3CxiUr+BarBTl8aDlmWkZCQgCeeeGLEzkEUitweL97+uFCIXbk8F2bT4Ca15JdVo7SuWYjd3mdaWkV7Gz4uE6ex3TN7LjQqlRBzeNx46uw+AIAKXtyccE5Y3+jWYk7ifw0qJ7o8MVFig0tbexAnppnFpriAT0wLE4/fZFV+YlqkzgitpIJL7m3EbLZ3szFNAY1+E9MSjSM/MS15GI1p9e1ic1t8hBlqv+fU8a6jy4aq2raefxfE4JPVqZilPwvN529F1RLwlZRT+G3FArxTVYhbJs737XvnrNlCY9qRulqcamzA9IRErJqehYQIExo7e587tu49jp/fcuWwc9VpNUhLiUZFdasvVl7ZzMY0ogCTQuumOjSAu+++W+kUQg5rPkQUSiyWF2FSOYXYBx0T4PlIAjxebHhwnUKZERGFPkmS4GhKRqkjHFMMvfWxtLB6WN0NCNMkKpgdEY1lrPmMD6z5BB5rPkQUSmqbn8RkQ+9yh1dCsSMKnW9EAu0duOb+NcolR0QU4tZPuQeVrm2Yo3dA+/nbRpUEdNvfhCxfM6LvJYkodLHeMz6Eer2HV/SOMbIs+76uvPJKHDlyBCkpvIiXaCgOHC1HY4vYKLFp/exB7/+C37S0jLgoLJ2S6Vv+17Gj6PsewazT4ebpM/sd583KY2iy9zRb3JN2HFFqj7D+nLwKYVpOBAqG6Ei/iWkd1qCNSI0NH9nGtDiT/8Q05RvTVJKEWIM4Ne2L3wUKrmBMTKvzm5iWaO4/Me9S6v0mpiVHBT7Psa6opM73b0+XFsdPTMJ5l1bY5ksJZdCr3Hiu7JDwHHdl1qR+0xX/XVgAoOduT1uumCWse+/oaXRY7ZeV78S0OGG5vLJ5gC2JiIjGD9Z8iCjQnF2PC8ttHhVer5mCyDdqkDMvCzlzsxTKjIhofPjh4ivxblOmEEtUe1DR8qoyCREREZEiWPMhokDyeFqRqcsXYpUuLUpbk+A6ocb8RRMRlxKjUHZERKFv/sRsnGtJRJ1bnAszf9opnD3fpFBWREREymNj2jD0LRr5fw1l28F+6XQ6xMbGYtKkSdi0aRN+8YtfoKioCB9++CFSU1MV+B8gGtve/PC4sJw7KQlTs5MGtW9tayd2nCwTYrcty4NK1XOni3a7Da8UnRTXz5gFs04nxNxeL54o2fv5khdfTioV1rd51JiZ+OigcqLL59+Y5nC6YbO7gnLufo1p3YGemObfmGaFN0hNdxcTpxebk5odbEwLNovbiW63Q4glGAI7ta7b6USXUzxH0jAa0+raxMa0JDam9XOqpFZYjqyfhk8tCULMpPbghvgynO1qwr6mcl9cq1bjjplig/bbZ4rRYu15Ptq8aCY06t4/GxxuD944KL7WDVVWun9jGotzREQ0OrDmQ0ShwukoRJRUL8T2WeLQeioaqjYLNjzAaWlERCNt47QZeKM6B54+byXVEtDV9aJySREREY1TrPkQUagoaXgSOpXXt+yRgVKXHmc/ngC5sxs3fO0qBbMjIgp9KpUEb/si1HjUQnx2QhMOHP5MoayIiIiUp7n0JvSFq666Cl6v96LbqFQqSJIEWZYhSRL279+PhQsXBilDIrqU2oZ2HDx2TogNZVra1n3HhaYek16HTQum+ZZfOFEIm9vtW1ZLEu6ePaffcd6vOYlqazsAYEtyMRI0YhNUqWcRFusC2yBCA/NvTAN6pqaFGXUX2DqwYs0jOzHNvzHN5fWiw25HtNEY0PMMVZzfxLRmTkwLukZbV79YgjGwDV8N3f3PkWQe+jn8J6YlRQ29uS3UnewzMQ0AZsXnokFehAb3W0jU9E7kvDf1FF5qmIxnzh7E0oRsX/y2mbPw18MH4fT2bOv0eLD1VCG+vmAx4iJMWD9rMrYVFPu237rvOL68ci7UquHd58K/Ma2iumVYxyGii1C+D51oTGHNh4hCTVfnbxHdZ9kpAy/UT0X4i20wmg1YfdsyxXIjIhovJEmCuiUJRbZIzAzr8MXTDC3odlXBrE1TMDsiGrNY8yEaEtZ8iCiUyLIMg+MNoM/lHnUeNUqtCXB9YECM3o15V85SLkEionFiw7R7UeR4B069AzqpN+6U34Es3wRJkgbemYjoQljvoRDAxjQiGlfe/rgQfW96Zg7TY+3SKYPa1+Z04XW/CTGbFkyD2aAH0HMR/zOFBcL6a3OmICVcbDDzyjL+cWaPb/n+1CJhfZdXhamJvx9UThQYRoMWOp0GTmdvU2FbpxWpSVEjfu5+E9O6LIE9flj/prsmq0X5xjS93yQ3TkwLukZ7p7Bs1uhh0gS2GbPeIn5fI/UGhGm1Qz+OX2NaIiemCTweL4pKxca06VNSoEu8Efmtu7AhvNUXn6C3YXFEPT5tkHCuqxkTw3saxOLDTLhu8hS8Xtz7mvRc4XE8OHcBtGo1bls6W2hMq2ntxJ7iCqycljWsnDMmxArLre1WdHbbEWE2DOt4RESh7he/+IXv3z/96U8vGB+OvsciIqLQ4fV0wuzOB/p89n3SbsbZmiREnSzHmrtXIixc2boAEdF48V/L1+PNpgOYmXHUF0tQe3Cq5UXMTvq+gpkREdFowJoPERENRUXbTmQYm4XYeZcWJ0+lQW514fqvrIJqmDcWJSKiwZueloZ39qWgxlCGidre6w2XzDiNU6V1mDE5RcHsiIhIaeO13sPGNCIaN1wuD97dfkKIXb1qOoyGwTVibDtajA6rXYjdtizP9+93S4rRaBGbiu6bM6/fcXbUnUFZVxMA4Kq4UkzQOoT1Je5ZWKCPH1ROFBiSJCEmMgz1Tb2NOu0dgZ1cNhD/xrROmwMutwdajXqAPYZGp1YjymBAu733Z7fJasHk2LiL7DXyODFNeY12sdkrwRD4Zq/6bvH7mmQe3qSz/hPT2JjW1/maFlhtTiE2fXIyoiIn4pc107DCtBfhqt6u7IfTCnHgVDKeKTuI/87b4IvfnTdXaExrsHTjg7JSbJw8FbMzk5GbmoDTNY2+9S/uPT7sxrQJSVFQq1XweHrvUlpZ04oZU1icIwoY3k0ppPzsZz/z3Vmvb6Gpb3w4RnvRioiIhqez88+IkHrfDMgy8GZrFuSdEuB04doH1ymYHRHR+HLl5Fz85NVs/Ci9AJrPn5tVEuC0vA6AjWlENAys+YQU1nyIiGgomtqeREafewBbvBKKHBFofSEGUmc7rr53tXLJERGNI5IkQdu5CjXu80Jj2tSYNjy7eydmTL5DweyIaExivSekjNd6DxvTAuzuu+8WluPj2VxCNFp8eqgU7Z02IbZp/eBG2MuyjOf3HBNiy6ZmIjM+2rf+yYIjwvqFKRMwKzGp33EeL/nMt/y1dLFRzuaVMDHhD4PKiQIr2q8xrbU9SI1pZlO/WEu3NaCNN/FhJrExzRKcx3YxbExTXqPNrzHNOBKNaX4NZeahn8Pt8aKpU2z6ZWOa6FSJOC0tKT4CcdE9v2ML47bglKMAi429/4fzw5uRbujEW5XH8ci0NYjS9UxKmJmQiHnJKThSV+vb9t/HjmLj5KmQJAm3LZ2Nn778sW/d3uIKnG9qQ8bnr4VDodGokZoYhcra3mlu52ta2JhGRHQRsnzhSuRAcQo81nyIaCyQZRlq++vCtLQqtw6fNmQi6s065MydiMnzspVLkIhonJEkCaaOBByzRGO+ubcOkm5oR4fjLCL1kxTMjoiIRgPWfJTHmg8RjQWt9npMNxwVYufdGpypT4W3Qo3FKyYjJmnon9sSEdHwbJ53Dz5rexnz9A4Y+9wsWtZsg8dzG9RqTrAkIhrPxmO9h41pAfb0008rnQIRDeDND48Ly3nTJmBi2uCmRuWXVaO0rlmI3d5nWtq+6kqcbm4S1t8/t/+0tP1N53CireeC/8XRVZikFxvlzrgnY64hfVA5UWBFR4qTy9qCNDEtMswAtUqCx9v7ZqOlK7CNaXFhJpS2tviWm62Wi2wdHPF6v8Y0BxvTgq0hCBPT6vwmpiUPY2Jac6cFXr8348nRbEzry78xbfrkZN+/VyesxJ+LJmKu4SR0n1+YKknAg6kn8J9lS/FqxVHcP3mpb/t7Zs8VGtOO1tfheEM9Zicm4Zq5U/HHdz8Tpodu3XccP9i0alh5Z0yI8WtMa73I1kRE45vX6x1SnEYGaz5ENBZYre/AJIk1jR1dSWg/HYHE1kpc+8tbFMqMiGj8+vmqq/F642HMNx/yxeJUXhxrfRbzkn+uYGZERKQ01nxGB9Z8iGgsOFH7DywP8/iWvTJQ6tTjzEvpQFc3vvQNTuchIgqmzIRYPHUyDbU5XchW9U5NWz7zDI6frsLcGRkKZkdEREoar/UetmQT0bhQUd2CglNVQuyGq/IGvf8LftPSMuKisHRKpm/Zf1paZlQ01kzsf/fpx8/0Tkv7VoZ4JyOHDKTG/X7QOVFgRSnUmKZSSYgxi+du6Q7sueNN4vGbRkFjGiemKa/JrzEtcSQmpnVd/sS0+nbxGHqNGtEm42XlFWqKSv0b03qnjoVpwjAx8ksoc+mEba6NOw+z2onnyw/B5e39AGN99iQkmcTfz38f63m9Mmg1uGnhdGHdW4eKYHU4h5V3RmqMsHy+mo1pRIEkycH9opH3zDPP4Nlnn0VnZ+elNyYionHL0fV/wnKnV4XXG6Yg8tVOGIw6rL5t6QB7EhHRSFk5aQo+rMyC09s7zlKSANjeC+m7oxLRyGDNJ/Sw5kNERJfi9LiRIm0TYvUeNU51JsO9V4f4cC1mLs9VKDsiovErxr4B1W5xPszEiE4cP7FdoYyIaKwKdr2HNZ+RNx7rPWxMI6Jx4a2PxGlpURFGrFg0aVD71rZ2YsfJMiF227I8qFQ9HyKfbW3Bropzwvp78+ZCJUlCrKClCgebKwAA0831mGYQG3FKXBlIDJs6qJwo8KIjlGlMA4BY/8a0zsA2jsWHmYTlJssoaEzzm5hm9bhgcQ+vuYWGp8E28hPT6rv9mt+GMTGtzq8xLTEqHJLf8+t4ZrM7UVHdIsSm5SQLy+uTrsHOrlT0GcwIvUrGncmnUW/rxMe1p31xrVqNO2flCfu/V3rG97xx8xWz0fe/v8vuwLtHi4eVe8aEWGGZE9OIiC7unnvuwT333IPq6mqlUyEiolHK7SpHhFwhxA5bo1BbGwvDiUasuW0ZTH71DyIiCo54SwIOd8cJsXR9N9ocRQplREREowVrPkREdCkH695CtrFNiJW7NDi2NwtwurD5oXX8DJ2ISAG3Ld2CUmsErF7xOVgX9gHcbs8AexER0XgwHus9bEwjopBnd7jw/q5TQmzDmpnQaTUD7CHauu84vH3uWmrS67BpwTTf8lN+09KiDAZ8KVecKAMAj5fs8f37e1n5UPX5e8QtA3Exvx5UPjQyov0mprV3BrExLXyEJ6b5NaY1W4P32AYSa+jfoMSpacHVaA9GY5r4PU0OwMS0pKjA5zmWlVY0wdun40ytkpCTGS9sE6uPgc5wHWr87tL05eQz0EoePHP2oBC/dcZM6NRq37LL68ULJ3savCfERmJF7kRh+xf3HBvW3b39J6bVNrTD6XIP+ThERERERNSjs+NRod7kkoGXm3Kg+kwNWG249sErlUuOiGic+/WV1+G1hhwhFqv2orT5KYUyIiIiIiKiscLZ/bywbPFKOGaNQ/dL4dBYLLjyrhUKZUZENL4lRppx9nxWv6lpq2aUIP/EeYWyIiIiUgYb0+iynD9/Ht/5zncwdepUmEwmxMTEYMGCBfj9738P6wg1PlitVmRlZUGSJEiShMzMzBE5D4WO7XuL0W1x+JYlCbj+ylmD2tfmdOH1gyeF2KYF02A26AH0NPi8Xize0fSOmbNh1GqFWHFHPXbVlwAA0g1tmBvWIaw/605CqnnB4B4QjYiYKLE5rLU9eFPF+jWmdY1sY1qTVfmJaSaNDmEanRBjY1rwyLLcvzHNGBHQczjcbrTabUIsaRgT0/o3pg39GKGs+Gy9sJyZFge9Xttvu6uTb8Aeq3hX7iiNC9fHl+N4WzWOtfbemSPGGIZNU3KFbZ8/cRwOd0/T2G1L84R1Z+tbcKS8Zsi5+zemeb0yquvah3wcIhqALAX3i4iIiBTl9doR5tojxM44wlDUkozId+oxac5ETJ6XpVB2REQ0Pz0TO6oyYPOKH83qXDsgy16FsiKiMYk1HyIionHldFsplkSI1yWdd2tQWJEJuV3CqqtmwhQRNsDeREQ00iapN6PKrRZiySYrioreVygjIhqTgl3vYc2HRsDgxgVRwDmdTnR0dMButw9rwoS/9PT0AGQ1NO+88w7uvPNOdHZ2+mJWqxX5+fnIz8/HE088gffeew+TJk0K6Hl/+tOf4ty5cwE9JoW2Nz86LiwvzMtEalLUoPbddrQYHVa7ELttWZ7v38+fOAanp3fssk6lxpdn5cHfP0v2+v79o0kHoe7zmu6VgbCI/x5UPjRy/CemtXUEc2Ka2DgW6Ma0OJP42JpHQWMaAMTpzah0t/qWmx1sTAuWdqcNLq84Mj7QE9P8p6UBQFIAJqYlcmKa4ExZg7A8NTvxgtulh6WhSV6DZs9WxKl7L3Z6cMIJvNY4Cf8+ewB5Czf74vfMnoNXinobs5utVrxTUozN02ZgyeQMZMRF4Xxzu2/9i3uPYX72hCHlbgrTIy7GjObW3p+V8zUtyEqPu8heREREo18o1HyIaOzp6vobwiXx77xtHenoKA5HWHMVrv2vGyFJ/JCJiEhJGY4k7OtMwNqo3hsNZehsaLYXIN44T8HMiIiIaDBY8yEiJZQ2PIEpUb2f73pl4IQ9HFWvJkLu7MLmR65RMDsiIrp1xXo8deYxLDRUI1zV+x7RHLkdDudD0Ot4mT4REY0PfMULgq6uLrz00kvYu3cvjhw5gtLSUjidzoAdX5IkuD+fYBEsBQUFuOWWW2Cz2WA2m/GjH/0Iq1evhs1mw9atW/HPf/4TJSUl2LBhA/Lz8xEeHpiLyAsKCvDnP/8ZBoMBWq0WXV1dl96JxrUz5Q04XSpOk7lhfd6g9pVlGc/vOSbElk3NRGZ8NADA7nbhuUJx/cYpU5FgEqf5nOtqxvvVPRf3J+i6sMTcIqwvd8dgcuTaQeVEIyfKrzGto8sGj8cLtXrkh4v2m5jWPbIT01ptNrg8HmjV6gH2CI54gxmVlj6NaZyYFjT+09KAnu9HIDVYxO+nSatFuE43wNYD829MS2ZjmuBMufgaN2WAxjQAWJe8BYeaPsC15t7fuwl6G5ZH1eKjGhWqLG1IM/W8xuXGJ2BxahoO1FT5tn2y4Ai+lDsdKpWEW5fOxm/f2u1bt/3EWTR0dCMxcmg/RxmpMUJjWkVVC7BkSIcgooFc/nURRDQIoVjzIaKxSbK+CPTpO6tza7C9aSKi3uqGQafGmtuXKZccEREBAH6/4Qb8qeio0JgWpfZiX+M/EJ/xuIKZEdGYwpoPUVCw5kNEo0GX04Zc/Q4hVu9R41h7KnBEjcwJEZg4M0Oh7IiICAAijAZUlE1GdUw9cnUuX3z1jFIcOFqKlYtzFcyOiMYM1nsoBIz81fbjWHt7Ox5++GEkJyfjoYcewjPPPIOTJ0/C4XBAluWAfgXbI488ApvNBo1Gg48++gg//vGPsWTJEqxZswaPP/44fve73wEASkpK8Mc//jEg5/R4PHjggQfg8Xjw4x//GDExMQE5LoW2Nz8Up6UlxIZjybysQe2bX1aN0rpmIXZ7n2lpbxafRovNJqy/d07/u5r+48we33uG72cfhLbPRUKyDKjM3xtUPjSy/CemyTLQ2W0bYOvAijX7NaZ1BXaimX9jmoye5jSlxenFBpYmTkwLmgZbp7AcqzdBqwpso2Jdt9hQlmQOH9bd+evbxZ+LJDam+VhtTpyvaRViU7OTBtx+esQ0nHTOQ6dX/D58I/0YvJDxr7P7hfh9fq9pZ1qasafqPADg+gXTYOxzVyePV8ZL+8TX3MGYmCZORztT3jDAlkRERKNLKNd8iGjssdl2wCy1C7HPuhPQWBcN44kmrL51GUwRYRfemYiIgmZqQjL2n09Dt0esw0XIB+GVeWE6ERHRaMCaDxGNJntq3kC2sUOIlTr1OPVpBmB34pZvXKVQZkRE1NcVcXegwinerDvW4EBp6TaFMiIiIgo+TkwbITt27MCdd96JhoaGfgWl4VyUPRAlilWHDh3CZ599BgC47777sGRJ/7EW3/nOd/D000/j9OnTeOyxx/CTn/wEWq32ss772GOP4ciRI5gyZQp+8IMf4Mknn7ys41Ho67LY8fFnRUJs47qZ0AxyAtYLftPSMuKisHRKJgDAK8t4quCIsH5ZWgZy4+KFWGV3K96tLgQAhKvtWB3RKKw/747ApOgvDSofGllR4cZ+sbYOK6IjTRfYOrD6TUzrCuzEtGijEWpJgqfPa0aT1YJEc2AnZA1VnEH8v+XEtODxn5iWYAh8s1d9v8a0of+8OVxutPpNEGRjWq+S8gb0fSuoVquQnRE/4PaSJGF5/J0o7NqPZWG9v28zTO2YbmrB6+cL8I2pqxCt73lOWj0xC1nR0Shva/Nt++TRI1ienokIowHXzcvFK/tP+Na9sq8QD6xdCKNu8O/5pvpNeDt9tn6ALYmI6At1dXUwB+h9XHp6ekCOM96Ecs2HiMYmW+efoe+zbPVKeKMpB+p9KqCrGxseXKdYbkREJJotp2F3RzI2xFT7Yuk6O+q69yE1fIWCmRERkdJY81Eeaz5ENJrIsgyV7WWgz6UsFq+Ew5YEuN8ywODqxvIvLVYuQSIi8rn+isX4Y0EKlhjLEKX2+uKx8btgsX4DpjD9RfYmIqJQNp7qPWxMGwF79+7Fxo0bYft8Gk0gC1SjwZtvvun791e+8pULbqNSqXDXXXfhRz/6Edrb27Fz506sX79+2Oc8f/48fvrTnwIA/v73v0On011iDyLg/Z2nYHf03mVUrVZh47pZg9q3uqUDO06WCbHbluVBper5fd59/hzOtolTavwnywDA4yV7fM1A380+CINKLDK7jA8PKh8aeRqNGpHhRnR09U4Sa223IisIr+Ox4WKDVrvVDpfHA606MBOsVJKE2LAwNFp6J7E1WQM7lW044gzimy02pgVPcBrT/CadmYd+joaO/j8TbEzrVVwmThfLSo+DXnfxt/eLYhfgjw25mGfIh7HPa9LX04/ha6fX4oXyQ/h67ioAPc8d9+bNw3/u/MS33aeVFTjT0owpsXG4fVme0JjWbrXjnSOncfOSwb3WAkDuJHHCW0ubBU0tXYiP5feZ6HJJvLYhZF3O39Z9SZIEt5tTGYYq1Gs+RDT2eNy1CPcWA32ejo7aIlHZFovobU3ImpWOyfOzlUuQiIgEf7jhJnwv/5DQmBahknG86XE2phHRoLDmE7pY81EWaz5ENNocbS7C8qhiIXbercGJ8kzIbcA1WxZAp7+8m8QTEVFgGLQa1J+dieqkCqExbfX0cnx26DSuXpWnXHJENCaw3hO6xlO9h41pAWaxWLB582bYbLZ+haq+dz0yGAyIiIiA0dh/Qs9ot2fPHgCAyWTCvHn9G3G+sHLlSt+/9+7de1m/WF/72tdgsVjw5S9/GatWrRr2cWj88HplvPHhMSG2YuEkxMUMruv4uc+Owtvnd9ak12HTgmm+5Sf9pqVNjonFioxMIVZjacdblccBAHrJiWuia8X1biOmJN0/qHwoOKIjxca0to7ATi4bSKw5rF+srduGhMjATTSLDzOJjWmWUdCYpvdrTHOwMS1YGm1+jWnGwDcB1flNTEseRmNafbt4DJNeh3Aj7yL0hTPlYmOa//SxC9GoNJgVcwfOOE8iz9D7fLc8sh4T9F14rvwQ7s1ZCqOm50OMG6dOwx/370Gb3e7b9qmCI/jtuqswKSkOS6dmYm9xhW/ds7uPYvOimb5G7ktJS4mBKUwHi9Xpi50+W8/GNCKii+AdlZUzHmo+RDT2dHb8DpF9npI8MvBmWxY6z4TD3FSNDT/4Mi+oJCIaRZKiInH8/AS0T9UgStP7IXKc+jg8XgfUKta+iIjGK9Z8lMOaDxGNRuVNT2NOTG9zg1cGCmyRaHozGujowo1fv1rB7IiIyN/1U+9CiX07Zug6fLEIrQsV598BkKdYXkREpKzxVO9hY1qA/eEPf0BDQ4NQrJJlGTqdDlu2bMHNN9+MefPmISUlRcEsL8/p06cBAJMmTYJGM/CP0NSpU/vtMxxbt27Ftm3bEB0djT/+8Y/DPg6NL0dOVKKqtk2I3XTNnEHt22G14/WDp8R9F82A2dDzgXBRUyP2VVUK6++dM69fkfqfJXvglnuKRP+RlQ+Tyius79Z/eVD5UPBERYYB1b2T8ILVmBZlMkAlSUIzZEuXNaCNaXFh4lS2JmtwHtvFcGKacpSYmJY4jHHE/o1pSVGB+50IBcVl9cLylOykAbYUrUpcjb8VZ2C6vhjaz1+6VBLw0IRC/FfZUrxeWYA7shYCAIxaLe6clYf/PXTAt/9bxafx3SXLEG8y4a4Vc4XGtIqmNuwpPocV07IGlYtKJWFqdhKOnOh9XT19th4rFuUMan8iuojxU9cYdzZt2oSoqCil0xiXxkPNh4jGFll2Q+/8WJiWVuYy4HhbCqLfs0IvyVhz+zLlEiQiogtaaZyE7e0T8KW4Cl8sXevEuc4PMSnqeuUSI6KxgTWfkMWaj3JY8yGi0abZ1oU8wy4hVu9Ro7A9BfJRDaZPT0JiRrwyyRER0QWtyZuK/9qThpWmLsT2mZqWlrEXbR1WREf2v3E9EZEP6z0hazzVe9iYFmBPP/20r1j1RYfj7NmzsXXrVkyZMkXJ1ALCbrejubkZADBhwoSLbhsdHQ2TyQSLxYKqqqphna+trQ3/8R//AQD4zW9+g/j4wP5RXV1dfdH1Xq/3outp9Hr9gwJhOXNCLPKmXfxn9guvHjgBm9PlW1arJNy5vLep7Sm/aWmxxjBsmpIrxOqsHXj9fE8OGrixKfa8sL7RrceUhG8PKh8KnugI8Q/AYDWmqVUqRJuNaOnqPV9Ld2DPHW8SH1uzVfmJafF+E9NaHBZ4ZRkq3sl9xAWnMc2vqSwgjWmcovWFboujXwP21KxLT0wDAKPaiNTwm1Hu+g2m6HonlW2MO48/np+Hf589gFsy50OjUgEA7pyVh3/kH4bT6wEAOL0ePFt4DN9eshRLJqdjUlIszta3+I7zzKdHB92YBqBfY5p/wx0REYl+9atfYdq0aZfekAIu1Gs+RDT2dHf9CybJJcQ+6kxFY00kkk5WY8WWJTBHmQbYm4iIlPKbL92Ae3bsERrTTCoZlS1PsDGNiGgcY81HOaz5ENFos7fmJWw0dwqxUqceZz5NAyx23PrIZoUyIyKigahVKtgrF6MmowSx6t5rcVblnMcnB05i01ULFcyOiIiUMp7qPSqlEwglZ86cQWWlOEVp4sSJ2LFjR8gUq7q6ei8QNw/iAnOTqefCh+7u4U3B+d73voeGhgYsWbIEDzzwwLCOcTFpaWkX/ero6Lj0QWjUaWjuxN78MiF249V5/SaaXYjL7cELn4lNbVfOykFKTETPsbu78U5JsbD+rtl50PtND3yydC9cn09LezizAJFqscmxTXsTVCo+BY82/ncmae8M3lSxWLN47pauwDaOxftPTLMo35jmPzHNLXvR4bQplM340mDza0wzBrbhy+Xx9PsZSzYP/Rz9GtOi2Zj2hZLyBmFZo1EhKyNu0PuvT9qAnd0p8Pa524pWJeMrKUWosrTh49reabfxYSZsmio2YD9/4hhsLhckScJdK+cJ6w6WVuFMbdOgc8mdJE56Ky5rGFcjrImIaGwYDzUfIhp7PNZ/CcvNbjU+acmC9qAGaO/EtfevVSYxIiK6KJNej9LKFDS5dEI8VVsGh6dtgL2IiIhoJLDmQ0SjjUf2Isr9ihDr9ko4ZEmA620jwlUezL9qtkLZERHRxdx9xW04bo1E30tejGoPaurfVCwnIiKiYGFXRAAVFhb6/i3LMiRJwqOPPoro6GgFswosu93u+7dOp7vIlj30ej0AwGYbeqPBp59+iqeeegoajQZ///vfB9VURAQAb31UCG+fK+2NBi2uXjm4buMPjp1BY6fYTHF3nwvunyksgKvPJD29WoPbZ4gFn0Z7F16pOAoAkODBlvhyYX2rR4spcf81uAdDQRXjdxfxYE1MA4DYcP/GtABPTPNrTGu2Bu+xDSRG3/+u7U2O4TUy0+C5vV60+P0/B3piWqPV0m+69PAmpol5cmJar2K/xrTsjHjotIMfhhyti4bBcAOq3OI+tyaVQK9y48nSvUJz2H1zxOazNrsdrxcXAQCunTMFMX7Ntc/sPjroXKb6NaZ1ddtxtmLwjW1EdGGSHNwvolA3Hmo+RDS2OBz5iECjENtriUNdSxSiP2pC+pRkTF86VaHsiIjoUrYk5+H91gwhNkHjRnHb6wplRERjBWs+RIHFmg8RjTYH6vfiishzQqzcpcXJsgx4W2Vcd8cVvBE2EdEoNWviBBRUZqLJKz5PT5lyEA3NnQPsRUQU/HoPaz40EvhXSgA1NYkX0BqNRmzatEmhbEaGwWDw/dvpdF5kyx4OhwNAz//FUDgcDjz44IOQZRmPPPIIZs2aNbREB6mqquqiX5GRkSNyXho5LpcH73xSKMSuWjkNpjD9JfeVZRn/9ruQfm5WKmak91wwb3W58MIJ8dg35U5DbJh4Mf5TJfvg9HoAAHenn0Ccxi2sb9ZcA5V68M0DFDxRfhPTWtsVbEzrHtnGtCar8hPTtCo1onTi60OznY1pI63F0d2vaSzRGBHQczT4TUrVqdWINgztvQAA1LWJRZmkSDamfeFMWb2wPDU7aYAtB3ZN8k3Y3Z0gxMxqD7YklOBUex0ONVf44pNj47AyI1PY9qmCI/DKMvRaDW5dKjZpbysoRlPn4H6fE+PCERcjNi4+89qBwT8QIiKiIBgPNR8iGlssHb8Xlu1eCW+1TIK12ARVYxuuuW8tb/RFRDSK/eDa9Xi1crIQM6pktHQ8r1BGRERE4xNrPkQ02rS0PQF1n5KOWwYKbJFoeSMG6OjEdQ+sUy45IiK6KEmSEN6yFlUurRBfll6N3fsHf4NnIiKisYiNaQHU3t4uLE+ZMsU3MSxUhIf3XhDe3X3pi40tlp7GB/MQp6T86le/wpkzZ5CWloaf//znQ0tyCCZMmHDRL95hZuzZdaCk35Srm67OG9S+B0urcKZWLDz3nZb2atFJdDjswvp78+YKyy0OC16qyAcASJBxR0KJsL7Tq8bkuF8NKh8Kvmi/xrSgTkwz+0006wxwY5pp9DWmAUCcXnx9YGPayGu0dwnLGkmFaF3YAFsPT323eI5kc/iwLohs4MS0ARWXiRPTpmQlDvkYycYkWDXXoMGtFuL3TyiCCl48WbpPiN/rNzXtXHsbPi4/CwC45YpZ0Gl6j+P2ePHi3uODykOSJGxcO1OI7dxfgrLznJpGRESjx3io+RDR2OH1tMHsOSbECu3hKO+IQ/RHVmhcTlx510plkiMiokHRaNRorEpFjVO8mVO6rh5dzvMKZUVERDT+sOZDRKNJUVsFlkUcEWKVbg2K2pPhOabBrNkTEJcSo1B2REQ0GA+uvwmHuuLg7XPXcK1KRlPHm4rlREREFAzsugkgU5+L/iVJQkxM6P0haDAYEBsbCwCorq6+6LZtbW2+xrS0tLQhnee3v/0tAGDdunV45513sHXr1n5fXxzbYrH4Yjt27BjqQ6IQ8/oHx4TlvGkTkJUeP6h9/71bLO6kx0Vh1bQsAIDb68WTBeL6NZlZyI6JFWJPl+6D3dMzIW1z6imkaF3C+kbVKqjULGSPVv6Nae0Bbg67mP4T0wLbOBbnN9mv2+mEzeUaYOvgiTP4NaY52Jg20hpsYtNYvMEMVYDvol/n17yeNMQGdQCw2J3osjvE40SzMQ0AOrvtqKlvF2JTs4femAYAVyVvwT6r+J41XuvAhrhz+KzhLM509DbALUvLwNQ48TX17/mHIMsyYsxh2Dg/V1j38r5C2JyDe565eeM8mP2mm/7rlf1DeShE5E8O8hdRiBsPNR8iGjs6Ov4AjdT7AuyVgXc7MtB0PgrG081YduNCRMYFdjI2EREF3n/MWol3miYKsVSNG8dbnlUoIyIaE1jzIQoo1nyIaDQ5Ufc4ojROIVbs1OPMznSg24bNX1uvUGZERDRYaXFROH52Eho94k2iF806jMqaVoWyIqJRL9j1HtZ8aASwMS2A+jZfybKMjo4OBbMZOdOmTQMAnD17Fm63e8DtiouLff/Ozc0dcLsLcTp7/sh++umncdttt13wq7m5GQDQ3Nzsi/3iF78Y6sOhEFJcVo8TxTVC7MZBTksrq2/BnuIKIfblFXOhUvU0a3xwtgRVneLv9H1+k2PaHFa8WH748yUZ9yQVC+utXhWy4/8wqHxIGdERYvOWze6Cze4cYOvAivNvTOsK8MS0MFO/WLM1eI13A4n3b0zjxLQR5z8xLcEQ+IsV/SemJZmH3lBW397VL5YYOfQGt1B09lyjsKzVqDExLW5Yx8o2Z+G8ZxXaPOKfBd9IPw4JMp7qMzVNkiQ8NG+BsN3xhnrsr64CAHx5uThFtMNqxzv5RYPKI9xkwM0bxdfVvfllcDiUb6AlIhotVqxYgRUrVggXy1DwjJeaDxGNfrLshdbxrhA779LhYEsawg4BaO/AhgevVCY5IiIaktuXLcBbFTlCTC8BLus7kGVeGUBENF6w5qMs1nyIaLRotXdjpn67EGtwq3HKmgDX+waY4cb8QV4DRUREysqVN6DMpRNiefFN2HNoj0IZERFRsI3Heg8b0wJozpw5wnJNTc0AW45ty5YtA9AzqezIkSMDbrd7927fv5cuXTrieRG98t5RYTk22oQVC3MG2Fr0zG5x38gwAzYt6GnClGUZ/zhyWFg/KzEJiyeIkwD/XXYAVk/PBfTXJpYgUydO+qmXFkOtHj8vMGNRTFRYv1h7py0o544NF382WrsD2zRm1umgV2uEWJM1sFPZhiNOz4lpwdavMc0Y+Clk/o1picOYmObfmBZtMsKo015WXqGixK8xLSsjDlqteoCtL+3KlNtw0BopxCbobVgTU4Vt1SdRZ+39EHZDzhSkRYjb/j3/EAAgOykWy6ZmCuue3nUEbo93UHlsvmaOryEcAJwuD46fDs3300RBwTsphZxdu3Zh586dyMjIUDqVcWm81HyIaPSzWl5FmCTWKnZ0JaO+MQrRn7YgNTMes1dNVyg7IiIaKmfDBJTbxdpZpq4LTbYChTIiolGPNZ+Qw5qPsljzIaLRYk/Ny5hqahNi5W4NTp5Nh7fZi+vuuAJq9fA/EyYiouC59+qrsac1Ba4+f1OpJMAuv86bERHRhXFiWsgZj/UeNqYF0MSJE33TxACgvr4eZ86cUTCjkXHDDTf4/v30009fcBuv14tnnnkGABAVFYXVq1cP6RyyLF/y64tf1IyMDF9s165dw3pMNPY1t3Vj+15xQtlNV88Z1IX6zV0WvHPktBC7+YpZvgaIvVWVONUkNgE8OHcBJKn34vkOpw3PlR38fEnGQ6mnhO0dsoTM+D8O9uGQQsKMOuj8fmZa24MzVSzWb2Jam8U26GaOwZAkCfEm8RyjojHNb2JaEyemjbhGm//EtMBPIavvFr+PyQFoTEuKCnwD3VhVWiG+JuVkJlzW8WZETMdx5xJ0eiUh/kh6AdyyB8+UHfDFNCoVHpg7X9huT9V5nGhsAADcvVKcelbd0oGPC0sHlUdEuBHTcpKF2KHjFYN9GERERCNqvNR8iGj0c3b/XVhu96jwXvMkeIsNkJrbsOGBdULNioiIRrdH123EGw3ZQixF40ZB04U/fyMiIqLAYs2HiEYDrywjwvWKEOv2Sjhpj0TrGzFAewc23L9WoeyIiGioIsMMOFOcixq3eBP51bMKUXKuQaGsiIiIRhYb0wLs4YcfhizLvg//n3vuOYUzCryFCxdi+fLlAIAnn3wS+/fv77fNH//4R5w+3dPo88gjj0CrFSec7Nq1C5IkQZIk3HPPPSOeM4W+Nz84Bre7t4lHp9Pg+itnDWrfrXuPw+Xx+Ja1ajVuX5rnW37cb1paRmQUrsqeJMSeLTsIi9sJAFiTUI5JevHO1bWYA40mdlD5kHIkSUJUpF+DWEeQGtPM4nllGWi3BHZaW3yYOJWtyTIKGtP8J6axMW3E+U9MSzREBPwcdX4T05LMQ28qq/NrTEuMCnwD3Vh19px/Y1r8ZR1PkiSsS74TR2ziz0K2sRtLI2vxcsVRdDh7n482T5uOWKP4nPXF1LRFOWmYnpYorHtyx+FB3/FpwWzxDiGHjlUM9mEQERGNuPFQ8yGi0c3lPI0IuVqIHbTGoLo1BrG7LdA47Ljy7pUKZUdERMOxeHIWtp0TP2/QSoDJswde2aVQVkREROMLaz5EpLTDDQdxRWS5EDvn0uJsezJcx9SYOSsVCemX95kwEREF15XJN6HILl6rl2HuxuFjHyqUERER0chiY1qAPfDAA8jJyQHQM/Xrz3/+M2praxXOKvAee+wxGI1GuN1urF+/Ho8++igOHDiAnTt34qGHHsL3v/99AMDkyZPxne98R+FsKdQ5nG68+dFxIXbVilxE+zUYXYjV4cTWveK+G+ZORVxEzx8FJxsbsKfqvLD+gbnzoVb1Pn12uex4ts+0tG+kFgrbO2UJaXH/32AfDinM/+emPUiNaVEmI/xvaN7SHdhz92tMG4UT05odbEwbaf6NafHGwE4i88oyGv2aHofTmMaJaRfmcLpRUd0ixHKyEgfYevDmRc/FIdscWPympv1HRgGsbideOpfvixk0Wtw7Z66w3QdnS1De1gpJknDfmgXCujO1TdhTXDGoPBbOzhSWyyub0dzK5wWi4ZDk4H4RjQfjpeZDRKNXV8dvhdqBUwZeb5mErkozDKUtWHbjIkTFRyqXIBERDUtU+0SctEQJsYk6O851blcmISIa1VjzIQo81nyISGmt7U9A0+eF1y0DpU4DSrdPgNRlxY0Pr1cwOyIiGo7Nyxfjs8Y0WP2uw9Gb34LXyz+2iEgU7HoPaz40EtiYFmB6vR7PPvss9Ho9JEmCxWLBxo0bYRkFU2kCac6cOXjppZcQERGB7u5u/PjHP8aSJUuwZs0aPP744wB6mtLee+89hIfzQnIaWR9/dhrtneJkqS0b5g6wtejVAyfRYbULsbtW9u77+FFxWlqsMQw35U4TYs+XH0Knq+cYK+POYbJebCaqladDp00eVD6kvOgIv4lpncFpTNOoVYg2GYVYS1dgzx1nEhvTmq3BeWwX49+Y1u60wen1DLA1BUKjrVNYTjAE9nW6xWqF2+sVYsnmoU87Y2PahZ2raobHr0A1KePy746nklRYnngPjvndrWmaqQNzwhvxbNlBODxuX/yOmXkw63S+ZRnAPz6fMLp2xiRkxkcLx3lyh/h6OpDcnGSYwnRCjFPTiIhotBgvNR8iGp28XgvC3AeEWJHDhOLWJITneyG3dWLDA+sUyo6IiC7H/23ejJfqJguxRLUHp5ueVigjIiKi8YU1HyJSUq2lEQtNB4VYpVuDMnssHB8aYJLdWDTIa6CIiGj00Gs1aDwzC5VujRBfm3sGhafPD7AXERHR2MXGtBGwcOFCPPfcc9BqtZAkCQUFBVi8eDGKioqUTi2gNm7ciMLCQnzrW9/C5MmTERYWhqioKMyfPx+//e1vUVBQgEmTJimdJoU4WZbxyrtHhNj8WRnIGsQIe6fbjX/vFvddOW0icpLjAABVHR3YVloirL8nbw4MGq1v2eJy4F+lX1wUJOPraYXCnatdMpDKaWljSkyUX2NakCamAUCMWTx3S1dgP+yIDxOP3zQKPkyJ1/dvWGp1KJ9XqLJ7XOhwic24iQFuTKvrFhvKNCoVYo2XnmDpr6FdnJLFxrQeZ881CcsTkqIQZtQNsPXQLIlbhH3WmbD53a3p2xlH0eyw4NXzR32xCL0ed87ME7Z7s7gIdV1dUKkk3Lt6vrDuSHkNjp279N1FNWoV5s3MEGLbdp0c4iMhIiIaOeOl5kNEo09X5/9AJ4k3AXmvLQONdZGIPtiK1PQYzF41XaHsiIjocqTGxeCT0klw9qnJqCQgRVMEl6frInsSERFRoLDmQ0RKOVH3OKK1DiF2zqXFyZMZ8DZ4cN0dV0Cj1QywNxERjWZ35G3GEYt4Y+corQsnz7ymUEZEREQjh41pI+Smm27Ctm3bEBcXB0mScOrUKcyZMwd33nknduzYAZvNdumDjAEZGRn405/+hDNnzsBisaCtrQ2HDx/G97//fYSFDXwR+qpVqyDLMmRZxr/+9a9hnbuiogKyLKOiomJ4yVNIOHqyCmWVzULsluvmDWrfd48Uo7FDbHy4f81C37+fKMiHV+6dShOm1fa7CP/Fc/nocPX8Pl8RW4lcvdhQUyvnQq8TL7Cn0S0qUnzuam0PXpNUbLh/Y1pgm+Liw0bfxLRInREaSXw70mzvHmBrulxNF/i/TTAGtuGr3q8xLcFkglo1tLecsiz3m5iWzMY0AEDJuQZhOWdiQsCOrZbUWBh/D046xOmNc8NbMM3UgidK9sLZZ2raV+bMhU6t9i27vF48WdDT8H3dvFwkRIqNp4OdmrZ8QbawfOxUNU4U1wzpsRAREY2k8VLzIaLRQ5ZlSLZXhFi1S4vdLZnQFmsgtfZMS5MkaYAjEBHRaDdHNQWfticLsQytCyfbXhlgDyIiIgo01nyIKNicXg/SpG1CrNGjQrkzEs1bY4G2dlz30JUKZUdERJdrTd50HKieiDaPeN1UUsoHcDjdA+xFREQ0NvF2GgG2Zs0aYTkuLg5NTU2QJAkulwsvvvgiXnzxRWg0GqSnpyMmJgYmk2mAow2OJEnYvn37ZR2DaKx62W9aWlpKNBbNmXjJ/TxeL57yu0B+XlYq8iamAOhp2HmlSJzQcuv0WYg0GHzLNrcLT5fu+3xJxjfTjkHV5/oftwykxP158A+GRoXoSOUmpsWaxdeDlu6RbUxrsio/mUwlSYjVm9Bg721CulDzFAVGg61TWDaqtTBr9AE9R323+P1LNg+9oazDaofdJRZgODGtR2mFODEtkI1pALAsfhn+XDQVswxHoe/zmvbtjCO4vygWb1Yex80TexrA48NM2DJtBp4/cdy33dZThfj6gkWINhpx98p5+P3bu33rdhWVo7Su2TeZdCBrl03F4y/sQVNr78/Ss68fxO9+fFOAHiUREdHwsOZDREqxWN+GWRL/1trdnYj6pmjE7u+G2mrF+ntWKZMcEREFxB9uvgmP7NmFdTG9E+ej1V4cbH0Rc+LuVTAzIiKi0MeaDxEp5XDtO1hiEm/GXe7SorguBd6zEuYunIiE9HiFsiMiosulUkmQq+bhXM5xRKvtvvjS9CocOHoSKxfnKZccERFRgLExLcB27do14J1pJUmC/Pn0JZfLhbKyMpSVlV3WnWxlWeadcGncqqptw74jZUJsy4a5UKku/TvxyYmzON/cLsTuX9s7Le3pY0dgd/c2RWhUKnxlzlxh+5cq8tHq7GkcWhhThekG8QKhWnkyMnWXbpKj0SU6QmxMaw9mY9pIT0wz9W9MGw2vI3EGs9CY1uxgY9pIabT7TTMzhAf8+1/nNzEt0WQeYMuB+U9LkyQgPvLyPuALBV6vjLMVjUIsJzOwjWlalRazYr+CIsdpzDH03vlzSWQTso3teLxkD27MyINW1TMp7cG5C7D1ZCE8n7/HtbpcePrYUXx7yVJsXjwDj39yEB3W3uLaUzsP49Hbr7loDjqtBrdePx//+69dvti+I+UorWgM+OMlCmnypTchoqFhzYeIlOLo+l/0rRh0eyW81jgF7koD9JU1WHbDAkTGRSiWHxERXT6zUY+Csxloz9UiSuPyxbMMteh21cCsTVUwOyIaVVjzIQo41nyISCkuy3NAZO+y1Suh0qVHyatpkNs7cMPXNiuXHBERBcQ31m7B9s73kKc/7xt6oFd5UVHzAlYiT9HciGgUYb2HQoDq0pvQcMiy7Pv6YhnoKVr1/fLfdihfROPdS+/ko++vgtmkx9Urp19yP1mW8eR2cVpabmoClk7JAAB0Oux4tvCYsH7TlFykhvde4GP3uPBkSe+0tP+XfgzqPrVjjwwkxf5xSI+HRod+E9M6Q6gxzW9imtPjQZfTEdBzDEecXmxcaubEtBHTrzHNGPgpZP4T05KGMTGtrk3MMz7cBK1afVl5hYKa+nbY7C4hlpMV+EatVQmrsKN7Mpx+bze/lXEENdZ2vFt1whdLi4zEdZOnCtv96/hRdDrsCNPrcPuyPGHd+wVnUN3ScckcNq6bhchwoxB77vVDQ3sgREREI4Q1HyIKJrujGJFypRA7ZI1BVWsMog67ILe1Y8MD6xTKjoiIAmlL0hy805wpxNI0buQ3PqVMQkREROMMaz5EFExlHWexMPyUEKtwa1BuSYB7nw4xBgnzr5qtUHZERBQo0zJSkV+WhUaPeN3TrCmfoa3DolBWREREgcfGtBHiX5i62N2VhvtFNJ61dViwbedJIXb9lbMQZtRdct99Z87jdI04cebeNfN9v1fPHD+GbqfTt04C8NX5C4XtX6so8E11mhtVg1kGsYmiTs6GQT9l0I+HRg//xrT2Thu83uB8SBBr9mtM6w5sY1pcWFi/WJNF+T9w4wx+jWmcmDZiGm39J6YFWr3fxLQk8+VPTEuKCnyeY1Gp37S06MgwxEYFfpKcXq1HbvRdOOM0CPGVUfVI03fiH2c+g0f2+uJfX7AIfd+Zdjud+NexAgDA7cvyYNRpfes8XhlP78y/ZA5hRh22bBAnle7cfwbVdW3DeEREROPD9u3b8eUvfxmTJk2C2WyGRqNBUVGRsM2nn36Kv/71r3juuecUyjI0sOZDRMHU2fEr311UAcAtAy8356Cz1oyIU51ISYnC7FWXvlETERGNfj/YdBVeqRQ/VzCqZHht7/FCdiKicYw1n+BhzYeIgqm04R8wqDy+Za8MnHdpcWJ/JtBhxab710LNm7cSEYWE9O4lOOMUb848K7YFnx3YN8AeREQU6kKx3sPGtBEw3Dsj8W5KRIP32rYCOF29BRqNRoWbN8wb1L5P7BCnpWXEReHKWTkAAKvLhaePHRHWXzNpMrKiY3zLTo8b/yzZ8/mSjEcyCoRpaV4ZiI/9wxAeDY0mMX5NHl6vjM5uW1DO7T8xrbkrsE1jeo0G4Tq9EGuyBm8i3ED6NaZxYtqI8Z+YljgijWni9y95GBPT/BvTEtmYBgAoPSc2puVMTBixDzHXJq3DJ13ZcPd5u6mSgG9lHsV5Syver+69e9+kmFhcmzNZ2P+pY0fQ5XAgymTE5sUzhXWvHzqJurbOS+Zw0zVzYDT0NrV5vTKef/PwRfYgIh8ZkIL8Bf55qhir1YotW7Zg/fr1eOGFF1BeXg6r1XrBmoFarcY3vvEN3H333SgtLVUg27GPNR8iCia3pxNmj/ge+LTDjKLWJISdkoDWDlz3wDpe3EhEFCJUKhWaq1Jxzi7WqLMNHWiwHVcoKyIaVVjzGVdY8wku1nyIKJgsTjumaHcKsVqPGlXOCLS9FA2prQNX37taoeyIiCjQvnndTfi0LRWuPm8FJQnocLyoXFJENHooUO9hzUc5oVzv0SidQKjZuXPnpTciostiszvx+gfHhNj65bmIi7n0VJ5jFbXIL6sWYl9ZPR9qVU+f7osnC9Fmtwvrv7ZgkbD8RuUxNHze3DErqg55RvHi+jo5E2l63ql6rIoMN/aLtbZbERXRf9pYoMWFixcctHXb4PF6fT+fgRBvCkOX0+FbbrIqPzEtXs/GtGDxb0yLNwa24UuWZdT5T0wLH87ENPFngBPTevRrTMtMGLFzGdVGZEfdjRLnf2Gavvc5Y110DRJ1Fvz9zGe4dsIMqD6/APbrCxbjvdIS33adDgeeKTyGry9YhLtXzcPWvcfh8vQ0lLs9Xvxz+yH8dPO6i+YQYTbgxqvy8MJbvRfivr/rJO69eQniY/kzQUT0hZtvvhnvv/8+ZFnGwoULsWLFCvzhDxe+UcbSpUsxY8YMnDp1Cq+99hp++MMfBjnbsY01HyIKtpb23yJe8gqxt9sy0dgQhQmHLVBbLFh/zyplkiMiohHxk4VX4uX6Q/hBZoEvlqz2YHvd47gm+68KZkZERMHGmk/wsOZDRMF2oPZFrPa71uicS4uiqgmQ65xYtn46ohOjlEmOiIgCLiEqAsWnJ6EmoQyZWrcvvnx6Acorm5GVHqdgdkREFEyhXO9hY1qArVy5UukUiELeth0n0dktNo/dev2CQe37pN+0tIQIEzbOzwUAONxuPHE0X1i/OjML0+J7L/x3ej34x5m+09KOQtPnptSyDMTF/n6Qj4RGI61WjXCzAV19fsbaO4IzVcx/YppXltFusfeLX474MBPK29p8y00W5RvT+k1Mc7AxbaQ02MSmsYQAT0xrt9vh9HiEWNJwJqZ1iHkmR7MJCQBKK/pPTBtJVyVfhX8U/wtTdEW+yaBqCXgk/Sh+fNaEj2tP46rUaQCAqXHxWJ89CR+VnfXt/1RBPu6ZPQeJkWZsXjwTL+495lv3xqFTuH/NQqTERFw0h5s3zsOr2476pqS63V5sfScf37yHdwgkuiTe2WhceO2117Bt2zZIkoTHH38c999/PwAMWLQCgJtuugknT57E7t27R33RarRhzYeIgkmWvdA43gX63Kum1qXDrpYMaMo00DZ3Ydn18xEZd/H31ERENLZsXDALj27NwXczCnz1GI0ExEj74JXdUEn8aJdo3GPNZ1xgzSe4WPMhomCSZRkG5yuAoTfW6ZVQ49ah7IUJkJtbcf1X71EsPyIiGhnLIlej0L4fmdpWXyzdZMFL+99HVvqXFcyMiEYF1nvGhVCv9wRuBAsRURC4PV5sfeeIEFsyd+Kg7hpRWteMXafKhdhdq+ZBp+n5IPf14iI0WMSGmK8tWCgsv115HHW2DgDA9Mh6zDN2COvr5TQY9bMH92Bo1Ir2m47W1hmcxrRoc/9pbS3dgT13fJg4lW00TEyL48S0oJBlGU1+E9MSDYG9gLHeb1qaBCDB72duMBra/aaucWIaWtstaGkTf18nj3BjmlFtxMSoe1Dm0gvxa+OqEKOx42/Fn8LbZ4T0NxcsFrZrs9vx/InjAID71y6ATqP2rXN7vHh8+8FL5hAXbca1q2cIsbc+Oo6OLtuQHw8RhR673Y6amhq0trZeeuMQ9e9//xsAcOedd/oKVpcyb948AMDp06dHLC8iIrp8TV3PI1olvu/d3pWM+sYoRB+xw9vWgesevFKh7IiIaCRFtqcgvyteiE3U23G28xOFMiIiCh7We3qw5kNEFLpONBdgQXiZEDvn0qK8MxGuwyqkJJoxa+U0hbIjIqKRcu9V12BPcxqsXkmIa8Jfg8fjVSgrIqLgYc0n9Os9vK0eEY0puw+UoK5RbAa7bdPwpqVFhhmwZfFMAIDb68U/8g8J6xenpmFecqpv2e314vGS3mlp/5FxFFq/aWmxMb8b5COh0Sw6MgyVtb1vftqCNDFNq1YjKsyAdmvvtLaWLguQHLhx3XEmsUmo2Rqcx3Yx/hPTrB4XLG4nTBqdQhmFpm63AzaPS4glGAPb8FXXLTYVxptM0KrVA2x9YV6vjIYO8ThsTANKz4nT0gx6DVKTokb8vOuTrsITxU9jUsxpqD5/zdNKMv4j4wh+WmbA9rpiXJnSM3l0ekIi1mRmYUdFbxP4P4/m48uz8pAQacaWJTPx/GfHfOveOlSE+9csxITYyIvmcNumBXjnk0J4vD1NcHaHG6+8ewT337YssA+WiMaU//f//h8aGxthsVhQW1uLrq4uxMTEYOrUqbjiiiuwZMkSTJ48GXq9HrIsQ5KkSx90DMrPz4ckSbjlllsGvU9ycjIAoKmpaaTSIiKiAHB1/1O4rZzVK+G1xhy4a4wwVbQiJSmcFykREYWo/71hM/6nOB+LInrfs8epvTjY8AQmR16tYGZERCOL9Z5erPkQEYWuutYnMCOy9+afbhmodGlwYtdEoL0L13//2pB+jSMiGq+MOi0ai6egMvU0puqcvvjaKaU4XFiOxXMmKZgdEdHIYs2nR6jXe9iYRkRjhizLeOEtsblsanYi5kxPu+S+55va8H7BGSF2+7I8hOl7Gl/eLSlGZafY8Pa1BYuE5XerT6DK0gagZ1ra/LB2YX2DnIIUw7xBPRYa3aKj/CamBakxDQBiw8P8GtMCPTFNfGxNllEwMc2vMQ3omZpmMscokE3oarB19YvFX+D//nL4T0xLMg+9oayl2wK3352AkqICm+dYVFohNqZlZ8RDrR754cdGtREZUfeiwvUTZPUpjF0ffx7/UzkHfzm9G2uTp0L1+R+D31y4WGhMa7FZ8eLJQtw7Zx7uW7MAr+4/AYfbA6Cn4fufnxzCz2+5+JSH1KQorFuWiw8/LfLFXtl2FDdfNw8R4f0nTRLR5+RLbzJWeb1e/N///d8F1x06dAjPPPMMUlJScNNNN+G///u/ERsbG+QMg6elpQUAkJKSMuh9VKqe1w+vl3feIyIarVpthxEv1Quxg9ZYVLfFIPyEB2hrx4bvbQjZD2WIiMa7SUkJ+PSDibDm7EeY2uOLZ+qL4fRYoFObLrI3EYW8EK35sN4jYs2HiCg0tdjbMdu4V4hVuzWocUai47VIaC01uPKulQplR0REI+22WTcg3/oppup66/9RWhdOnnkFi+f8SMHMiEhxIVrvAVjz6SvU6z0jfzUrEVGAFJyswpmyBiF226YFg7oI58kdh+GVe1+5w/Ra3L4sDwDglWX8zW9a2uzEJCxNS/ctu7we/K149+dLPdPSdH6njYn57eAfDI1q0ZFi81ZrezAb08SLClq6A92Y5j8xTfnGNJNGhzC1Vog127sH2JqGq9EuNo1Fao0w+P2/X656v4lpSaahN5TVtYl5atQqxJp5sU3Z+WZhOSczIWjnvjJpPT7qzoK3zx/AWknGdzKP4ExnAz6u7R0TPTspGSvSM4X9/3HkMOxuF+IjzNhyxSxh3Vv5p1DV3H7JHO68aSH6vtxbrE5sfefIcB4OEYWArq7e14qIiAiEh4uN0BqNBrW1tfi///s/LF26FIWFhQMeS5bHdnUvMrJn6mRtbe2g9zl37hwAIC4ucFN5iYgosDo6fgdNn/e/Xhl4uSkHXfVmRJ60QN3djfV38yIlIqJQtkQ7CR+1ijfly9C6kN/0nEIZERGNLNZ7RKz5EBGFpiM1/0aCzibEzrk1OHk2A3KDDatvWojwaN60lYgoVF09dx4O1aehzSNeup+d9TE6u+0D7EVENLax5tMr1Os9bEwjojHjuTfF5rHkhEisXDz5kvvVtHbgnfzTQuyWK2YjytQzZeXj8rMobW0R1n9t/iKh4e2tyuOo/Hxa2rQLTEur96bAYBAnrNHY5d+Y1h7MiWlm8dyBn5gmNvg0WYP32C7Gf2pas4ONaYHm35iWYBz6NLNLqes3MW3oRfP6dvEYiZFmqFScAlB+XhzFnJ0RH7RzG9VGpEfej3KXTohviK1Eos6CvxTvFpq/v7losbBdk9WCF070/MF43+oFMGh7hzZ7vDL+8cnBS+YwMS0Oa66YKsReee8I2jtHx3MYEQVXTU0N5s6dix//+Mf4zW9+g3feeQf79+/HP//5TyxatAhutxtqtRoajQYlJSX42c9+BqfTecFjSZKE0tJSvPHGG3j44YexadMmPPjgg/jrX/+KI0eOwGbr+YB4tN55aPLknr+Hjh8/Puh93nzzTQDAnDlzRiIlIiK6TFZnDaK9J4RYicOEk61JMJRI0LR2Yfmm+YiMi1AoQyIiCoY/bdmMrTXi5x9mlYyOjq0KZURENLJY7xGx5kNEFHo8shcx3reEWKtHhTqXAeeeSYHc2o7rHr5SoeyIiCgYJEmCrn4uylx6IX7FhBrs3p+vUFZERCOLNZ9eoV7v0Vx6EyIi5RWfrcehYxVC7NaN86BRX7q/9qkd+XD3eZExaDW4e+U8AD3d0385dEDYfnJsHNZmZfuWnR43/lr86edLF56WFh3NaWmhJDpCbA5rC2LjQ2z4CDemmfwmstms8Hi9UKuU7VWP05t9zZ8AJ6aNhEZbp7CcYAh8Y1p9v8a0oZ+jvl383idGBT7Pscbl8qCiplWIZWUE9w4Y65LW44nip5AVU4Qv+gTVEvC9zMP4bokJH9YU4ZoJ0wEA85JTcUVaOvZVVfr2/1v+IdwyfSbiIky45YrZ+Pfu3mln7x45jQfXLUJ6XNRFc7j35iXYuf8MvJ+PbrPZXdj6dj4evnNFYB8sUYiQxvZNgi4qLS0Nb731FlJTU4X4ggULkJubi4ceeginTp3yjbP/9NNP8emnn2LdunW+uydJkgSr1YpXX30Vv/zlL1FWVgaNRgO32+07ntlsxk033YQf/OAHyM3NhcfjgVqtDt4DHYQNGzZg3759+N///V9861vfgsFguOj2n332GbZu3QpJkrBx48YgZUlERENR2/EnZKnED0vebp+IpvpIJB+3w9vajg0P8CIlIqJQZ9RpcbZyAuqnGZCk671j9uSwBrQ7qhGln6BgdkSkpFCt+bDeI2LNh4go9Bxp+BTzw6uF2Dm3BqVtyfAUAVkT4zBlwSSFsiMiomB55Mo78Frth5irr/Bdf6NVyWhoewHAMkVzIyLlhGq9B2DNp69Qr/dwYhoRjQnPvC5OU4mKMGLD2pmX3K+hoxtvHDolxDYvmelr/tl+rgwnmxqF9V+bvxCqPtPSXj1fgDpbBwAgN6IRCy4wLc1o5LS0UOI/Ma0tmBPT/BvTukd2YppXltFqtwX0HMPhPzGtiRPTAs5/YlriiDSmid+34TWm+TW3RbIxrbK2FR6PeGFqdnrwJqYBgEFtwMToB3DW765N62NqkKLvwl+Kd8Ej9+b4rcVXCNu12Kz49/ECAMBXVs+HUec3Ne1jsUn8QjImxOLKZblC7LX3C9DWYRny4yGisS08PBypqanweDy+IhQAqFQqXHHFFVi+fDmAz+84p9OhtbUV9fX1AACPx+ObjPw///M/eOCBB1BWVgadTicUrACgu7sbzzzzDK6++mp88MEHUKvVo+6uSl//+tcRExODhoYGbN68Ga2trRfczu1245///Ceuu+46eL1epKWl4Z577gluskREdEkurwUGx0dCrNWtwcdNGVBX66CvsSA1JRKzVk5TKEMiIgqmB3OuwGsN2UJsgsaNfbV/UygjIqKRw3qPiDUfIqLQ09HxtLDslIEqlwbHt2UBbZ244ZvX+F7PiIgodGXEJuHEuSzUe8RmieWzD6G8skmhrIiIRg5rPr1Cvd7DiWlENOqdq2rGpwdLhdgtG+fDoNdect9/7cyHy+PxLWvVatyzaj6Anmlpjx3cL2w/MSoa1+ZM8S3bPS78/UzvtLRvZeb3m5YWFf3oEB4NjQXRUQo2ppnFc7cGeGJatNEICUDfGyw0Wyz9GtaCzb8xjRPTAq/R7/803jjyE9OSzeYBtrzIMfwb06KGfoxQU3ZeLDwlxoXDbNIPsPXIWZe4Dn8vzkF2zEmo+0xN++HEw/h/xeH4oPoUNqT1NI3PS07FqsyJ2FVxzrf/40cP485ZsxEbHoZbr5iNp3f1nZpWjAfWLUJmfPRFc7h7y2J8vOe0MDXthTcP4+t3rwrsgyUKBQrfTcnr9aK6unrA9RMmXP7d/f3vbOT1eqFSqWAwGKDVauFyuXx3VEpJSRG2feWVV/CXv/wFLpcLer0eDocDiYmJ2LJlCxITE/HWW2+hoKCnobaqqgo///nPkZubi4yMDOE4sixDkiS0t7fjxIkT+OCDD1BRUYHw8HDMnDkTCxcuxLRp02AymXz5BVJERAReeuklXHvttXj//feRlpaGlStX+tZ///vfh9PpRH5+Pjo6OiDLMgwGA15++WVotZf+e4qIiIKrpvMFTFA7hNj2rhTUNUUjstABtLZjww838iIlIqJx4qFVy7HmzffwtQmn8MVTv1YCzJ6PAPxK0dyISEEhXvNhvacHaz5ERKGl1lKDhaZ8IXberUGVPQa2d8NgRjfW3LZUoeyIiCjYFpivxAn7UaSY232xnMhOPLv7Y2Sl365cYkSknFEwMY01H17jc7nYmBZga9asCfo5JUnC9u3bg35eomB57vVDwrI5TI+brs675H7NXRa8sr9QiN20aDoSI3uaHD4pL8Mpv2lp31y4BJo+LyRbz+Wj6fNmjqnhF5qWlowU45LBPhQaI/wnplltTjgcLugH0Qx5ufpNTOsK7CQgjUqFGGMYWmy9DW9NVityL7JPMMTp2Zg20hpsncJyQoAnpnU5HLC4XEJsOBPTGvo1pnFiWtn5ZmE5OyO409K+oFfrkRN9P0qcP0Cuvvdi2dVRdUg3dOIvxbtx9YTpUEs9r6PfWbxUaEzrdDjwxNEj+PaSpbhn9Xxs3VcIm7PnZ8Yr90xNe/T2ay6aQ3pKDK5aMQ3v7+qdhvr6B8dw26YFiIlStsGWiEQdHR1IS0sbcH3fuyAFikqlgtvtxu7du+H6/DXpizskzZgxA0BvoevRRx9FTU0NJEnybfvyyy9j6dKlUKlUuOqqq3DLLbfg3Llz0Gg0OHjwID788EM8+OCDvkLVF0WonTt34pe//CV27doFlUoFWZZ9j0+r1WLVqlX46U9/iqVLR+ZD5bVr12LHjh248847cf78eXzwwQe+hoX3338fQO//d1paGl5++WUsXLhwRHIJdaz5ENFIkmUvnN1PQ9WnYu+SJbzamAN3rQHhZR1QWyxYf/fKgQ9CREQhRZIkoCkZJ6xRmGVq98UnG7twtvMgJkUsUi45Ihq3gl3zGa/1HoA1n2BizYeIRlpx/d+xytT7WbosA+dcWhw/MRFotWDjfWugM+gUzJCIiILp/pXX47+OvIBVpnbo+9yHzhD9CtzuW6DRqAfemYhohLDmw2t8Lhcb0wJs165dQb1j7Re/LEShqqa+HZ/sOS3EvnTtHJjCLj0p5pldR+Bw905L06hUuHf1AgBfTEvbJ2yfFR2NjZN7p6VZ3E48UbL38yUZ3554oWlpvxnCo6Gxwr8xDeiZmpaUEDni5/ZvTGvttsHrlaFSBe65Pt5k8mtMC2zz23D0m5jmYGNaoDXZxYavxAA3ptV39/+eJQVkYhob0/wnpinVmAYAaxPX4q+npyJHdxyaz5+WVBLwo4mH8NXTEXiv6iSuT58FAJiekIhrJk3G+2dLfPs/fewI7p49B7HmMNy2dDae2tl7Z8BtR8/ggbWLkJUYc9Ec7tmyBB99WgTP51PTHE43nn/jEL75ldUBfrRENNZYrVb88Ic/REFBge9uShqNBhs2bEBCQoLv7+djx47h2LFjUKlU8Hq9AIBbbrkFy5cv9x1r/vz5WLJkCSoqKuD5fALz1q1bcccddwh3Rnrrrbfw8MMPo6GhARqNBh6PRyjGuVwufPzxx9izZw/+9re/4a677hqRx7506VKUlpZi69atePvtt5Gfn4/GxkZ4PB7ExsZizpw5uP7663H33XdDp+OH28PFmg8RjaQGy26kqlqE2FFrNM42x8FUIkNq6cTyGxcgMi5CoQyJiEgJv75yI56vLsCsnP2+WLzKiwN1f2FjGhGNC+O53gOw5hMsrPkQ0UhyelzIVn8gxOo9ajS4jKj6ZxLU7XXY+NX1CmVHRERK0Km1aC7PRUXSGUzROX3xdbklOFBQhmULJiuYHRFRcIznmk+o1nvYmDZCRuLu7/5YqKLx4IW3DvsuPAcAg16DLRvmXnK/1m4rtu4Tp6VtnJ+LlJiei3c+Kj+LombxQv9vLlwCdZ9paS+UHUKLo6dhZ2ZkHaeljSPmMD00GhXcbq8v1tYZpMY0szjxx+31otNmR5TJGLBzxIeFobjPcpNlFDSmcWLaiPLKsm/64xcSjIFuTBMbymIMRug1Q3ur6fJ40OQ3JZCNaUB5pTgxLSs9TqFMeqamTY29D8XO72OG3u6LL49sQLaxHX8t3o1rJ8zwTR/91uIr8GFZKbyfvze2uFz4x5FD+PHyVbhn1Xxs3XccVkfv1LS/fLgPf7zruovmkJoUhatXTcd7O076Ym98dBy33bAAcdFDb4YkClXSyP9JelGRkZE4efLkpTcMkD179uCnP/0pdu3aBa1W67uL0pw5c/CHP/wBQM/f0E6nEzt27ADQc2clr9eLyMhIrFu3DkDvRSEulwvz5s3DCy+84LtD0tGjR313Y1KpVOjo6MA3vvENNDY2QpIkX8HqrrvuQlpaGvLz87F9+3Z4PB7YbDZ897vfxaxZs5CXlzci/wcajQZ33nkn7rzzzhE5PvVizYeIRkJb5/8iQSU+v7zSko3uejMmFFkht7ZjwwNXKpQdEREpZcnEbHx970TYsw/CoOqpV0sSkKE/BrfXBY1Kq3CGRBRs46nmw3pPD9Z8goc1HyIaCcfqn8d8Q4cQK3NpUVQ3AVKtC8uunom41FiFsiMiIqU8tOg2HLDswRRdrS8WrXXhxJmXsWzBfyqYGREpQel6D8CaD6/xuXyqS29CwyFJ0oh/EYW6ppYubNshvshtWj8bURH9p1n5e3pnPmxOl29ZJUm4f23PKEuvLOOxg/uF7SdFx+C6nN5pad0uB54s/WKimoz/yDjCaWnjiCRJiPb7OWvrsA6wdWDFhPdvQGvuCmzjWHyY2Pw2GiamxftNTGtxWHyNLHT5Wh0WuGWvEEsI8MS0Or/GtMRhTEtr6rDA/9ueHD2+G9M6u+1obBH/b5WcmAYAaxPX4OOuXLj6fK8kCfhJ1kGct7Ti7arjvvikmFhsmpIr7P9s4XE0dHcj2mzE7cvyhHUfHS/Fqar6S+Zw9+bFUKt7/5RxOt147vVDw3tARDQiVCoVJkyYMODX5eh7gUhjYyMeeeQRXHfddb6ClcvlgizLuOWWW/Dss88iKyvLd0ekjo4OFBQU+HIEgNTUVMyYMUM4h6ZPc/UX/w4PD8e5c+cAADabDX/9619RU1MDtVoNWZah0+nw05/+FH/961/xy1/+En//+98xf/58XyGsubkZf/rTny7rsftTqVTQaDT43e9+F9Dj0sWx5kNEgdbpLEOsXCTEqpxGHGiaAF2FCroGC1LTojFr5TSFMiQiIiXNwSTsaEsRYtk6Bw41vqZQRkQ0no1UzYf1HhFrPspgzYeIRoLB/oKw3OFRoc6tQeGL2UBLO256ZINCmRERkZIWTpyOT6uy0eERL+OfPf1DtHUofy0fEY0/rPnwGp/Lxca0ESDLckC/LnZsolC29Z18uNwe37JWo8Zt1y+45H7NnRZs3XtciG2YOxXpcVEAgA/LSlHsPy1tkTgt7d9lB9DhsgEA5sdUYV5Yp7B9gzcVYZyWFtKio8TmrWA1puk0GkQY9UKspSuw544zjb7GtDi/xjS37EWH06ZQNqGn0S42NqkgIVYf2MlS9d3iRLYk89AbyurbxTwNWg0iwwyXlddYV35efL3SaFRIT4lWKJseOpUOc+IfQpFDbKRdFNGMPHMj/u/0bjg9bl/8kUVLfBPUAMDhceP/Dh8AANyzaj7C/Z7zHtu295I5pCRG4drV4h+Yb398vF8TH9G4Jgf5K0i8Xi8kSYLdbsfWrVuxaNEi/O///i86Ozt9BauUlBT87W9/wxNPPIGcnBwAvQWqzs5OX+HpC5mZmUhOThZikiShvr7e928AMJvNaGrqeV4+e/Ys3nzzTeHYU6dOxTe/+U2EhYVBlmVkZGTgBz/4AQD47sL0/vvvo7NT/Nvicuh0OsiyjOXLlwfsmHRxrPkQ0Uiobf8/xKnFm4m83ZaBprpIRBXZfdPSeBEjEdH49P9t/hKeqRabk80qGS1tTyuUEREpKgRrPqz39MeaT/Cx5kNEI+F8+wHMMFUIsTK3BiUdKfDsUyN7YgxyF+UokxwRESkuy3oFTjnE6/gWJDVg974DCmVERIoJdr2HNR9e4zMCNJfehIZi586dl30Ml8uFlpYW1NTUYO/evdixYwc6Ojp8vygmkwm/+93vMG0a75BLoau904q3PhKby65dMwNxMZdupHhyx2HYXb0XxKtVEh5evxhAz7S0//GblpYTE4trJ03uPbfThn+V9mwjQcZ/pBdA63fdT0zMH4b0eGjsiY4UGy6C1ZgGALHhJnTaHL7lQDem+U9Ma7YE77ENJEZv6hdrcnQjWn/pCYl0af6NabEGk9AoFAj1fhPTkoYxMc2/MS0pKnzcX3hZ5teYljkhFhqNWqFseq2IX4HHTs9Grv6AMFH0p9kHcNPxeLxccQR3Zi8CAKRHRmHLtBl48WShb7uXTp3Ag3MXIC0yEvetWYA/v7fHt25/SSX+/+zdd1hT5xcH8O/NIiTsjYKIIu6996jauqrW2VZr7d522tq9t+3P1g5trbVTW7VWq9Y9cIviHggCsmeAkD3u7w9K4A2CAiEXkvN5Hp72vnediyHj5J73HEm8hgGxrWqNYd60/ti69xzM5vIbeI0mC35efxTPPTjagVdKCGlqRCIR4uLi8OWXX2Lt2rW2mYZ5nofJZMI999yDN954A9HR0cx+Fa8nRqMR2dnZAMoTYADQqlUr+Pj4VDtXYmIis+zp6QmpVAoAiI+Px8WLF5n1Q4YMQWBgIMzm8s8iEokEcrmcOb9EIsHevXtx++23N+j3UKFFixZIS0tjZn8ijYdyPoSQxmC0lEBu3MFk6tUWMTbmtYU4UwbltUKItVqMnTdcuCAJIYQIykfuieTUCOR28kCotDJv3EmZAZWhAP4eQQJGRwghDUf5nuoo5+NclPMhhDSWgqJvEFnllgcDD6SZpIjf3Q4oLsX0l2a5/ffhhBDizp657S58cn4T+ntegPi/lwMxB2jNK8Hzo+g1ghDS7FHOh+Xq+R7XvCoBDR/u2BsEnn32WWg0Gnz//fd48803UVpaCo1Gg4ULF+KPP/7AuHHjHHo+QpqKPzefhN7AFpfdPeXG3dJyS8rwx+EzzNjkPp1t3dL+TbqCy4UFzPon+w1guqWtSDyIMnP5l7sjQpLRTc52AcrjoxAm712n6yHNj78vWxClKnZmYZoCKXlFtuXCMkcXprHXVtAEOqbJRGL4yTxRXKVLWoG+DLE+IQJG5TrydGzBV4i87t3MbiTbrmNauAM6poX6ObarW3OUfI19zWrbKligSFgSkQSDQh9Dgvoc+ntW/tu3V6gxKiAd316Owx1RPaGQyAAAT/QdgHUXz8P4X5tts9WKxUcO4H+3TsBdQ3rg17gE5JdWPhct2XIA/dvdWWuSLSzEFxNv6YoN2yoL2f/ZeRZ3T+mHsODqHz4JIc2f2WzGSy+9hF9//RW5ubmQyWQwGo0AgF69euGNN97ApEmTaj2GUqm0zZJUkbQKCgqC4r/3RxXPO2VlZbhw4QKznY+PD4KDy5+Hjx8/jrKyMnAcB8t/z23Dhg2zHaPiOLm5uVAqldBoNBCJRCgoKLCdn+f5Bn+ZMGzYMPz88884ceIE+va98ecl0jCU8yGENIZrJb8gSmxkxnarw5GZGwCfSyagqBRD7+gH3yB6j0sIIe7sma6jsD73CB6NuGAbi5Ca8G/GF5jc9m0BIyOEkIahfM/1Uc7HuSjnQwhpDGWGXHT0OMaMpZikSNMFQbdWCR8UYtiMAQJFRwghpCnwknsi6WJ7pIdcQWupyTY+qutpXErORseYFgJGRwghDUM5n+pcPd/j2FYZpFEolUosWLAAJ0+eROfOnQEAGo0GU6ZMwfbt2wWOjhDH02gNWLclgRkbPbQjWoT63XDf73Yeg9FssS1LxCI8NKYfgP+6pR1ju6XFBgRifLv2tuUcXSl+Tj4KAOBgxRMRZ2yzUZQfAwgM+KKul0SaIX8fu8K0UicWpnmx527sjmn5WuE7pgFAkAdbhFSgL6thS1JX9h3TQuWOv6HRMR3T2H/zMD/HF9A1N1ftC9Oims4M2P0D++Ggrj+0VvYD10ut46EyqG2vpwAQ7u2Nud16MNttvHwJ5/Jy4SmT2jqbVjiXnotdZ5NuGMM90wZAWqWDnMlc3jWNEAKAd/KPE6SlpeGzzz5jElaenp545plnsH379hsmrADAw8MDOp0OYrEYFosFEokEUqkUMpmM2S4lJQVpaWkAYEtKRUVFITw8HABw+fJl27Y8z0MqlaJr164Aymd8qpCfn8/MpGSxWBAYGNiA3wLrySefhFgsxqefforS0lKHHZc4D+V8CHFvVt4Ms+YnJvdk4YE/8trBnC2HzxUt+KJiTHhojHBBEkIIaRLmDOqHNSkdYa3y+UvKAb78v+B5J30oI4Q0DS6W86F8z/VRzqf5o5wPISQx9yvIxZX3L1l5INUswalLrcEV6TD5wVGQyqQCRkgIIaQpmNd1Bo5o2M8TIXIDjp9cL1BEhBBBODvfQzkfusenEVBhWjMSHR2Nbdu2ITIyEhzHwWQyYdasWUhPTxc6NEIcau2WBJRpDczYnKn9brhftqoU646eZcbu6NcFLQN8AQBbryQi0a5b2lP9B0JUpYJ56cW9MFjLO7Xd3uIiYmU6Zvs8rjOkHh1v/mJIs1WtY1qJczumVeXwwjQlW5hWYtDDYDbXsLXzBMntCtMMVJjmKPaFacGeju9ElmPXMS3MAR3T3L0wzWrlkZyWz4y1iWoaHdMAQMSJMKbFYziiYwsdW3rocEdIElZcOYiSKl0QH+3TD152Hwo/OrgfADC1X2V30wpfbD0Es8Vaawwhgd64fUw3ZuyfXWeRnVdS18shhDQDp0+Xd0j09vaG1WqFRCKBTqfD8uXLMWnSJNx555345JNPsGXLFiQmJl43iVNWVoaOHTvCarWC4zjwPI+SkvLnjIrklNFoxOHDh2E0GiEWi2G1WiGXy9GjRw8olUqYTCYUFVV2t+V5HgEBAWjTpg2A8tmUKhJXWVlZthmfKm4WjYqKsm3XUL1798aXX36JtLQ0DB8+HIcOHWrwMYkwKOdDiHvKKtuJSHExM3ZSF4CLeaFQJvEQqzSIbB2EbsM6CRMgIYSQJiWgpDXOav2YsY6epTit2iNMQIQQ4gCU77k+yvm4Dsr5EOKerFYTWmAzM5ZpESPHpETOqiCISkox8WGaiIgQQggwtnsf7EhvA7XdpNARkeuh1RkFiooQQhqOcj7VuXq+RyJ0AKRuwsPDsWTJEtxxxx3gOA6lpaVYsGAB1q+n6njiGso0Bvy+8TgzNrx/O0RH3rhDzLKdR5kb2KViMR4cXV7QZrFaq3VLax8YhNtiYm3LSaX5+CvtFABAzFnwUPgFiKq8jph5IDToy7peEmmm/P3Y4i1BC9PKGrdjGgAU6LRo6e34Llp1EWxfmEYd0xwmT8cWfIXIHVvwpTOZUGLQM2Ph9emYVkKFaVXl5JdApzcxYzFNqDANALr5dsFnOaPQ27IBvuLKqVSejjqFjflt8V3iATzfpfxLlQBPBR7p3Q+fHj5g2+5g+jXEpaViaFRrPHnbILzwyxbbupS8ImyKv4Cp/bvUGsPcO/pj084zMJrKP2xaLFb8tO4IXnz0VkdeKiGkCdi9ezcAQK1mXy80Gg0OHz6Mw4cPY82aNQDKE0IeHh5488038fTTT9tmS4qOjka/fv1w8eJFeHp6QqfTISsrC0B50kosFiMvLw8bNmwAANusSxERERg+fDgAIC8vz3Y8kUgEi8WC4OBgyGQy8DxvS0aZTCZcu3YNRqPRdtMJAISGhjrsd3LfffcBANq3b4/Tp09j6NChiIyMRLdu3eDv7w+xWFzjvhzHYcWKFQ6LhTQc5XwIcT/FpUvRQsxOSbgmvx00OUpEnNeALyrG+NemOuzmVkIIIc3bN9Nn4ePTh7G4feWX1cFiK/Zkf4UeAaMEjIwQQuqP8j3XRzkf10I5H0LcT2L+74iVsa9tV01SXMiLAHeVx/Bx3eAf6idMcIQQQpqcwNw+uBxzGn08NbaxgVGZ2Hv4NMaN6itgZIQQUn+U86nO1fM9VJjWDE2ZMgVdunTB+fPnwfM8/v77b1y6dAkdOnQQOjRCGuyPzSdQpmG7pd07Y+AN90svLMbfxy4wYzMGdrUVNWxNSsSVokJmvX23tM/P74L1v/6kd0eeRmsZO+NEHjcAEdKIm78Y0qwJ2jHNy75jmqaGLevHx8MDMpEYRqvFNlag0QhemBbkQR3TGot9x7RQuWP/rXM01f+tQuvRMS2XOqYxktPYLp8+XnIE+lcvLBUSx3GY1PIB7M+JwyTvynj9JSbMb3kOK5NluDO6L1oq/QAA83v0wi9nTjGPmY8O7sfgVlEY2z0WP+yJx8XMPNu6r7YdxvheHeAhrfljS1CAFyaP7Y4/N5+0jW3ZfQ5zpvZHyzA/x10sIc0Mx994m+bm448/xty5c3H69GkcP34cCQkJuHTpErTa6u/TxGIx9Ho9TCaTbWYjq9UKkUiEUaNG4ddff4VOp4NYLMa///6L77//HvPnz0dGRgYWL16Mbdu22fYBgLFjx6JXr14AypNbAQEBtvNYLBa0bNmSOQfHccjKykJKSoptO7PZjMjISEREOO4zxY8//mhLklXMDnXt2rUbzrhckVxr6kkrd0Q5H0Lch0p/HqFIYsbSjJ44kBcBWaoIsiIDRHodxtwzXKAICSGENDXhfn6IS4qBtt0RKESVk/R18kpEsbEIfrIAAaMjhDiLq+V8KN9zfZTzcT2U8yHEvXDaXwHPyuUiiwh5Zhku/h0FvqgYdyx4ULjgCCGENDkv3T4P3139F73liai4ndVDxCM7/ycAVJhGiDtwtXwPQDmf63H1fA8VpjVTEydOxLlz52zLq1evxptvvilcQIQ4QGmZHms2xTNjIwa0Q7vokBvuu2zHUZitlV/EekjEeOCW8jflFqsVXxxlu6V1CArGrW3b2ZZPFFzD7pzL5fuKTLgn9AqzvYHn0CJkSd0uiDRr9oVpxSVaWK08RKLGn6W8Wsc0tWOL4jiOQ6BCgeyyyiKgfK1ji9/qI8iuY1o+dUxzGPvCtBBPxxZ85djNauEt84DXf7NM3Cy9yYyiMh0zFuZX965rriT5Wj6z3CYqqEl2Soj1bod/s8cj3/ILgsWVr8UPtLyAX7M74vMLu/Bp32kAAE+pFAsGDMKiXdtt210oyMfGyxcxpUMnLBg/GI9895dtXW5JGVYfOo15w3vXGsOcqf2xcccZGIxmAIDFymPV2sN4+YlxjrxUQojAFAoF+vfvj/79++Ohhx6yjWdnZ+PcuXM4ceIETpw4gdOnT+Pq1asAgNatW0MiKU99VCSv7rrrLuzduxcrV66ExWKBSqXCggUL8M033wAALly4AJ7nIZVKYTKZ0L9/f9usRSaTCa1atYKfnx9zzJCQENuy2WyGVCrF2bNnceUK+7miX79+4DjOltxqqFatWjXJ1wbSMJTzIcQ9ZBV/hY5V3j8DwIai1lDleCPsnB58UTGGTRsA3yBhJ5EhhBDStNzZsj+2F+7DlOA021gbqRE7M7/FlOiXBYyMEELqh/I910c5H9dEOR9C3EOeOh7tPFOYsasmKVI0QTBtl6Jd2yDE9m4rUHSEEEKaoiAfbyRcao/coGSESSonmh/Y/TCuXitAm1ZBAkZHCCH1Qzmf6lw930OFac1Uz549AcD24Ny/f7+Q4RDiEGs2xUOjrexSxnHAfbMG3XC/1HwVNsVfZMZmD+6BYJ/ygoa/Ll1AkqqIWf9Uv8puaTzPY/H5nbZ1D7WOR7jEzGyvktyKFmL/ul0QadbsC9MsVh5qjR6+3p417OE4gd5sR6SiMh3TMtYRgpVKu8I053WEq0m1jmlUmOYQJqsFhQa28DBE7uDCtDL23yrMq+4FZfbd0gDqmJacyhamxUQFCxTJjU2JmIcd13bgLr9s25hCZMVTrU7i/RQZ7mk7AN0CymcamdaxM1YmnEBilU6miw8fxLiYWAxqH4V+MZE4llQ5C8j3O4/hjn5d4O3pUeP5A/2VmHpbD6zeWFngvm3fBcy9YwAiW9DrN3FTLjibUk3Cw8MRHh6OMWPG2MasViuSk5MRFFQ9SS8Wi7Fo0SLo9Xps3boVJSUl0Ol0SEhIYLYzmUwIDQ3F4sWLbTMpicViALDNnmQ2l39uSE1NRUZGBiIiIiCVSgEAW7ZsgVqthkQigdlshkwmw6233urQa09NTXXo8UjTQDkfQlyfzpwPpWkfIK0cU1vE+DsnBuJMGTwzVeCLSjD+wdHCBUkIIaRJevbW0Zj2zz9MYZpCxMPDtAlW/iWIOMcURBBCmjA3yfm4c76n4tzE9VDOhxD3kF34NYLklct6K4dMixgJR9uCK9Fg5quzhAuOEEJIkzU1cgJO6A5jgneBbSzWtxQ/7dmFNnfRawchLs9N8j2Ae+d8XD3fQ99ONFPBwZU3JvM8j0uXLgkYDSENV6LW4Y9/TjBjowZ1QJtWN74J/5ttR2DlK1+VPWVSzB/ZBwCgN5vw+ZGDzPYdg4Ixtm2MbXl39mUkFJXfAO8r02JmUBqzvdYqRljgR3W7INLs+flUL0BTlTineCvQiy2KM1ksKNUZHHqOYAV7jnxN0+uYVmCgwjRHuF7nOUcXplUtcgTqV5iWY1eY5iWXwUtecyGSO7h6rYBZvpnXRKG0UkRCL52JDBM778XM0KsIkmrx8bnt4P97rZaIRHhh8FBmu0x1KX4+cwocx2HB+MHMumKtHqv2se8RrufuKX0h96g8v8XK48c/D9eyByHElYlEIrRr1w7+/tcvTo2JicHy5cuxaNEidOvWjVkXEBCAli1bYsqUKTh8+DAGDaqcLKNiBqQnn3wSCoXCNnNSXFwcfvrpJ6jVamg0Gnz77bf4+++/mX1Gjx6NkSNHMmOEXA/lfAhxfddKVqGlxMSM7Shtiew8f/heMIIrLUNk2xB0G9ZJoAgJIYQ0VRzHoSSrLVL17ORm3RTFOKOKEygqQghxDsr3kOaOcj6EuD6DuQRtpUeZsVSzBHlGb6hW+cFHbMXgqf0Eio4QQkhTNnvQSGzNbQNTleIUjgO8gn6F0WSueUdCCHEBlPNxDfRbaqYsFguzrFKpBIqEEMf4/e/j0Okrb8gRiTjcN3PgDfe7mJGHLQlswvauIT0Q6F1edPPzmVPItuvks3DQUFu3NLPVis8v7LKte7rNUQSI2b8vjfxOiESN3yWLNC0yqQReSrYoxmmFad6KamOFaseeO1jB3riQr216hWnFRh2MVksNW5ObladnC76kIjH8ZI59TsupVphW98I3+8I0d++WZjCYkJ7Nvr9r24Q7pgHAHZF34d+yCFSpFYeU4/Fym2M4UXgNO7IqX69HtW6Dfi0imP2/jj+KUoMe3aLCcUvXGGbdT/tOoqC09ucpf18l7hjXkxnbHncBV1Lz6nlFhBBXp1Qq8cILLyAhIQHZ2dnYvXs3VqxYgaVLl+LAgQNYv349WrdubSusrSoqKgqvvfYagPJZlziOw7vvvouhQ4di2rRpeOaZZ5CTkwOO42C1WgEAzz//PNq2bevUayTNE+V8CHFtFqsBVu3vEFdpim7mgdU5seBzPOBzRQdroQrjHxzt0M7phBBCXMeX46dhVWYHZixMbMHF3K8FiogQQpoOyveQpoxyPoS4vnM5K6EQV977xPPlhWlnUlqDKzBi6gMjIZFKajkCIYQQd8VxHCzXuiDZKGfGR3VMRtyxKwJFRQghTQflfJo+KkxrpjIyMpjlilaDhDRHqhIN1m1lW2qOGdIRURGBN9z3883sDKBechnuHdEbAFCi1+Pr48eY9QMjIjEsqrVtecO1U0hWl3ekiVCqMM43m9lebfVAiP/LN30txLX4+7IFYs4qTPOQSuBt1ymqsMzBhWnKpleYFuxRvctWkUH4uJq7PB1b8BUi93b4zY05dgXA9euYxh4j1M0L01Izi2C1sh+SoiNv/LoopACZP4K8HkCyScaMj/HPRFt5MRaf32krNuU4Di8NGcZsV6zX45v48tftJ28bZCsiBwCd0YSvt9+4+9ldk/vCUy61LfM88O0v++t9TYQ0a7yTf5q50NBQjBgxAvPnz8fs2bMRFRVlW1fT6+aTTz6Jxx57DCEhIeA4Dnq9HmfOnMH27dthMBjA8zx4nofVasVXX32FESNGOOlqSHNHOR9CXFu6ejNaidnPP/HaQFzMC4HXFStEGj0kZhPGzhshTICEEEKavE6RLbElqQMM1sqveTkO6KS4gGJjkYCREUKcgnI+N43yPaSpoZwPIa5PYdzALOdaxCi2yHBlVQREpaWY8NBoYQIjhBDSLLw49l7sLwtjxvylJlxI+l2giAghTuPsfA/lfCjn0whoCo5maseOHcxycHDT7qBBSG1+3cB2SxOLONw748bd0g5dTsPhxGvM2H0j+8JPWd4J6JsTx1Bi0DPrFw4eZnvR0ZlNWHpx739reCyKPgxvEftqyysXgOPoqdJd+fsqkJ5VOVOdswrTgPKuaWq9wbZcqHZsgVaQXce0Ao3wBWC+Mk9IOBHMvNU2VqAvQ5inj4BRNX95+lJmOVTu+IIv+45p4Q7pmFb34jZXkpyazyy3DPODwlNWw9ZNx/gWt2PZ5T/wmP8ZWwcIEQe82+4g7jzrh9VXj+OemAEAgB5h4RgXE4utSYm2/X88lYC53XqgbVggbu/TCRuOn7etW3fkHO4a0gMxYUE1nt/PR4G7JvfFijWHbGNHE1Jx4uw19O7aysFXSwhxdwqFAkuXLkXPnj3x448/4uDBg7Z1SqUSMpkMMTExeP/993HLLbc0SgzXrl278Ua1aNWKnhubIsr5EOK6eJ5HqfobtJKw+afVee1gzPNE2Fkt+EIVhk0fAJ9A956sgxBCSO1ukXfD9qI4TAqq/EwQIzViZ9b3mNx6oYCREUJI89YU8j0A5XxcFeV8CHFtiQV70V6RxYylmSVILAoDdw4YMa4bfIPo3gdCCCE1axMUhj37O2D2gGvwEVXeP9ev5w7k5D2HsBBfAaMjhJDmrSnkfFw930PVFs1QUlIS1q5dC47jwPM8OI5DZGSk0GERUi85+aVYb9ct7dbhnRDZwr/W/axWHv/bfIAZC/FRYs6wngCALHUpfjx1klk/oV0suodWzijxS/JR5OrLCyH6+GdgsJeK2V5l9UGAz/11uyDiUvx97DqmFTuveCvAW4HU/MrHZKHawR3T7AvTtM4ruquJiOMQ6KG0/V0CQL6+rJY9yM3I09t1TPNshMI0jX3HNEcUprn3TZjJ19jCtDatai7GakrkYjm6Bz2J89qn0E2us4138yrGyIBr+PrSfkxu1R2+svIi8ucHDcGOq0kw/9cC22Ax439HD+Hj0bfhiXGD8O+py9CbzAAAK8/js38O4OsHptQaw6xJfbBh22kUVnnO/vrnffjuwzkQiRzbLZCQpooDwDl5diN3/Ouq+Dx+//334/7770deXh7Onz+PpKQkGAwGDBkyBD169GjUGKKjo+u9L8dxMJvNDoyGOEJTyvmkpaXhiy++wObNm5Geng4PDw+0bdsWM2fOxOOPPw6FQnHjg9SRVqtFly5dkJKSAgCIiopCamqqw89DiFAK9CcQzqUzY6lGBeJyW0GWwkGiNsJaXIqJD48VKEJCCCHNxXvTb8cdW/YzhWmeIh4exg2w8s9DxIlq2ZsQ0lxRzqfxNYV8D0A5H1fUlHI+hJDGoS75BqhyG4beyiHbLMbp7THgi0sx45mJwgVHCCGk2RgXOAGndEcwTFlsG+sVXIjVcQcwd9oE4QIjhDQaIfI9Fed1J00h5+Pq+R4qTGtmCgsLMW3aNBiNRqbVYGPOxkVIY/phzUEYTRbbskQiwrzpN+6WtiXhEi5m5jFjj906EJ4yKQBgydHDMFqqHFckwrMDh9iWVQYtvrtSXtjGgcfC1vGQ2r3Kevp9XGNLT+Ie/H3tCtNKdTVs6XhB3uy5HV6YpmSPn6/V2N54CSlI7sUUphUYqDCtofJ07O8w2MEd04wWS7XCxjCvunc7sy9MC3fzwrSr1wqY5Zio5jNr5rDgofj8wkDEyvZAXqUT6WvRxzD2ZAS+vrQPi7rdBgCI9vPH7M5d8cvZ07bt1l04j3u790Kn4BDMG9Eby3Ycta2Lu5iCw4lpGBhb2X7bnsJThvmzBuHTZZUzj15OzsXuQ5cxekgHR14qIcTN2b9vCgkJQUhICEaOHOm0GHhegOwkaTRNKeezadMmzJkzB6Wlld13tVot4uPjER8fj++//x6bN29GTEyMQ8/7+uuv24rSCHFF2cVfo4vYyoytK2yDsnwvhJ/Vg1eVoHWnCHSh962EEEJuQCwWo/BaJK52VaKNvHJynm4KFc4WH0Z3/8ECRkcIIc1XU8j3AJTzcTVNKedDCGkcRbqr6OJ5ihm7apYgS+8PzToF2rf1QZtuNX+/SQghhFS4Z+hYPH94JQa3OQnxf28dxRwgUv4Ai2UcxGKajIgQQuqjKeR8XD3fQ4VpzYTBYMCaNWuwaNEi5OTkVPvjmDx5skCREVJ/yWn52Lr3PDM2ZWx3tAzzq3U/o9mMpf8eYsbahAZgct/OAIDEwgKsu8ged3bnroj2q+zCtjwxDmqTAQAwOfwCOnmwRRXZ1ii0VIyq0/UQ11OtMK3EeV3FgrzZjmb5pY7t1mbfMU1nNkNjMsFLJnPoeeoqyIMtaCqgjmkNlqsvZZZDHVyYlqep/m8UXo+OabnFdl3X3LwwLTnNrmNaVPPomAYAIk6EWyOexKH8kxjlVWwbD5UZML/FWay8KsGM1r0R41NebPdk/4H469IFaEwmAAAP4O19e/D7tJm4b2QfrD1ylinOXbwpDmueiYRYVHOybeItXfHHphO4llVkG1v+WxyG928HqVTs2AsmhBABrVy58obbaDQaJCYmYt26dcjMzMTgwYPxwAMPOCE6crOaWs4nISEBs2bNgk6ng5eXFxYtWoSRI0dCp9Nh9erV+O6775CYmIgJEyYgPj4e3t6Oed+WkJCA//3vf5DL5ZBKpVCr1TfeiZBmRGPKhI/5CCCtHCu1SLAhqy0k6RLIc9Tgi4ox8ZV7BJ80hhBCSPPw+Zip+DHzBN5ue9w2Fiq2YG/2UipMI4SQZo5yPq6hqeV8KqSlpeGLL77A5s2bkZ6eDg8PD7Rt2xYzZ87E448/DoVCceOD1JFWq0WXLl1sExJFRUUhNTXV4echRCipuUvQQ155k6mZB1JNUpy60BpcqRZ3vn2XgNERQghpTkQiDrqk3kiLPIc2MqNtfGznS4g/k4r+PdsIGB0hhJCGcPV8DxWmOdhPP/3kkOOYzWaUlZUhJycHZ86cwYEDB6BWq22VkhzH2Trb3H777Y3eOpCQxrDs1zhULf71lEsxb/qAG+63+uAZZBaxhRbPTBgCiVgEnufxXtxeWKscWCGV4sl+lV3YUtSF+DX5GABAypnwRMvzqJoDNvNAcNCy+l0UcSn+fk2nMK1A7djCtCC7wjSgvGua4IVpcrYwLV9PN6M2lP3vMMTTsQVf2WXs8eUSCXw8POp0DI3eCLXewIy5c2GaqkSDomL2+aZtM+qYBgBdfDtjV84E9LT8Dv8qHSEejriAP3I74P0z/2LF4DngOA7BCiUe6dMPiw8ftG13LCsDW64kYkJsezxx2yC89edO27rLWfnYFH8RU/p1rvH8ErEID88Zilc+/ts2lpVbgg3bT2PGhF4OvlpCmijXnmSH/GfevHk3ve0nn3yCZ555Bt988w0GDx6MDz/8sBEjc03ukvNZsGABdDodJBIJtm/fjoEDKz9Pjxo1Cu3atcPChQuRmJiIxYsX480332zwOS0WCx588EFYLBa88cYbWLFiBRWmEZeTVvwDYiVmZmxbSQTy8v0QeN4IrkwDD6kIo+cOEyhCQgghzU3f2Gg8cqg9Xo4+AbmoPP/CcUAX5XmoDCr4e/jf4AiEkGaJcj5ugXI+zuUuOR8A2LRpE+bMmYPS0sr7LbRaLeLj4xEfH4/vv/8emzdvRkxMjEPP+/rrr9uK0ghxNWazGm0lu5ixdLMEKosHri0Pg79Uh/70/SQhhJA6eH3y/dicsQ1tgq7ZxgKlJvx5+Wf07/mGgJERQhoN5Xvcgqvne6gwzcHuvffeRpnRtmqiqqqAgAAsXrzY4ecjpLElnE/HoRNXmbG7JveFv2/1YpmqSnV6LN95lBnr1aYlhncqnwliT2oK4q6lMevv79kbwcrK4358bjtMfPmXtAvaHkO41MRsn80NQJSMZpYgQndMY89dtVuQIyikUiilUluHIgDI12iYzoJCCK5WmEYd0xoqz74wzcEd03LK7DqdeXnX+b1QTnH1m45D3bgwLTmtgFn2kEnQMtRPmGAaYFrkA/j32m7c6ZdtG/MUWbEo+iheuuKBXdmXMbpFBwDlr9Vrzp9FRpUvQt8/sA+jottgar/O+DUuAUk5hbZ1X249iFt7xMJTVqXdhJ1h/WLQtX0LnL2cZRtbtfYwxo/sDKWibsWThBDiCqRSKZYuXYqLFy/ik08+wciRI3HrrbcKHVaz4g45n2PHjiEuLg4AcP/99zNFaRWee+45rFy5EhcvXsSSJUvwyiuvQCqt+TX5ZixZsgQnTpxA+/bt8eKLL2LFihUNOh4hTY3JqgGnXwdRlT8VM8/h16z24HJl8EkugbWwGLfcPQxKH8fPTE8IIcR1DZV2xLbCSEwOrvxeJEZqwPasFZgS/byAkRFCCHEWyvk0nDvkfIDybvWzZs2CTqeDl5cXFi1ahJEjR0Kn02H16tX47rvvkJiYiAkTJiA+Ph7e3o75ri4hIQH/+9//IJfLIZVKaTIi4nKu5H2L9hIjM5ZskuJiTktwGVbMemwsxGKxQNERQghpjsL9ArDj3y6YPjQDPlUmg+7T5V8Ul74AP/oegRBCXF5zzPeIhA7AVfE879AfjuOYZBXP8/D29saWLVvQpg0V0JDmhed5fPPzfmYswE+BWZP63HDfFbuOo0SrZ8aenTgUHMfBZLHgvbi9zLoQpRIP9eprWz6Qm4S9OYnl6+SlmB7IFrFprGJEhnxVh6shrszfx74wzbFdy2oT5NO4HdOA6l3TCrTOu76aBNsVTVFhWsNozUaoTWwnshC5j0PPkWPXMS3cy6uGLWs5hl1hmr/SE3Kp+86fcPUaW5jWOjIQYnHze9seoWgJi8c9uGZib1SfEJiOdp4qfHh2G/SW8uJYuUSKl4eMYLbLLlNj+cnjEItEeG4S2zUir1SDVftO1Hp+juPw6D3DmbHiUh1+3XC8nldECCGu4eGHHwbP8/jyyy+FDqXZcuWcz4YNG2z/P3/+/OtuIxKJcM899wAAiouLsWfPngadMy0tDa+//joA4Ntvv4VM4C7OhDSGa6V/IUrCTjhzRBOExLxgeCdawemMQJkGkx4dK1CEhBBCmqvFs+/A9yldmTG5iIfctB5W3lrDXoQQQlwR5XwazpVzPgCwYMEC6HQ6SCQSbN++HS+//DIGDhyIUaNGYfny5fj4448BAImJiQ4rnLNYLHjwwQdhsVjw8ssvIyAgwCHHJaSp4HkL/C1/MmPZZjFKrWKc+bUtJFoNbrtvpEDREUIIac5mRE5Hgp69j65XYCF2HTggUESEEEKE0JzyPc3vDtdmoiLB5KifChUJrBEjRiAhIQF9+/atJQpCmqb9R6/gwpVsZmz+jEFQeNZ+81mOSo1f4xKYsTHdYtA9KhwA8MvZ00gpVjHrFw4aCuV/N7WZrBZ8eHbbf2t4vBZzEN4itv+p2uMeiETu26WHsOw7pmm0RhiMZqecO8ibLRorVGthsTr2RoKqnQQBIL9JFKbZdUwz0Ix5DWHfLQ0AQuR1LxyrTfZ1OqbVlX1hWpgbd0sDqhemtW0VJFAkDTctcjY2q2NgqfJyK+KA99odRKZWhZVXDtvGb20bg4ERkcz+y04cR6a6FEM6tMag2Chm3Q+745FfWnvxarcOLTG0XwwztmZTPHLyS2vYgxDXwfHO/SHNR7t27QAA8fHxAkfSfLlyzufAf19mKZVK9O7du8bthg+vLP4+ePBgg8752GOPQaPRYO7cuRgxYkSDjkVIU8TzVqjVyyG3m3z/5+wOsBTI4XdOA76oGJ0GxqJt99aCxEgIIaT5EovFKM6IRJKOzfn1UKiQUNSw92mEkKaJcj6kJpTzaThXzvkcO3YMcXFxAID7778fAwcOrLbNc889h44dOwIo725vMpkafN4lS5bgxIkTaN++PV588cUGH4+QpiZbtR4h0mJmLNkkRWppEIwHpbh1Si8ovD2FCY4QQkizNm3QYGzMbAez3f02JtkyW2deQojrcHa+h3I+zUdzyvdQYVojcPQsShU/UqkU06ZNw5YtW7B7927qlEaaJbPZgm9/jWPGIsL8MGl01xr2qPTlvwdhMFtsy2IRh6fGDwEAFOm0WHL0ELN915BQTOnQyba8OiUeyerym/17+6djqFcRs32hRYnwgJfqdkHEpdkXpgFAcan2Ols6XpBdtzYrz0Ol0Tn0HMF2HdPyNc65ttqEXKdjGn2Yrj/7wjSlRAal1MOh58hR2xWVOaBjWqifY4vnmpuUdLYwLboZF6YpJUp0CXoW5wzsFy6dlSUYH5SC5YlxyNaWACj/wve1YSMhqvJlrd5sxkcHyrusPjtpKKqsgs5owpItN77B6pG7h0IsqtzRYDTj65/2NeSyCCGkWSspKWH+S+rG1XM+Fy9eBADExMRAIqm5g22HDh2q7VMfq1evxpYtW+Dv7++wmbgJaWpyNQcQKcpjxpIMXjiUEwmPZECiMYNXlWDSo7cKFCEhhJDm7oux0/BjRidmLERiwaXcpQJFRAghRAiU82kYV8/5bNiwwfb/8+fPv+42IpEI99xzDwCguLgYe/bsadA509LS8PrrrwMAvv32W8hktU9UTEhzZCr7jlkutohQYBXh5N524ErVmPnsRIEiI4QQ0txxHAc+ZSDSTOx7qDHtL+HClSyBoiKEEOJszSnfU/MdJqRe5s2b55DjSCQSeHt7w9fXFy1atECvXr3QtWtXStSQZm/9v6eQnsV2NXvo7qGQSMS17nf2Wg42xrM3u00f0BWtg/0BAEuOHkapwcCsr3pzu8qgxdKLewEAHKx4OToeUruZqmV+7zMzlxHi7SWHWCyCxVLZqUxVokVokE+jn9tfqQDHAVVrsgrV2mqd1BoiWMEWvzWNjmlsYZrJakGxUQd/j+pFguTG8nR2BV9yxz92cxzSMc3uGG7cMY3neaSkFzJj0ZHNtzANAIYGD8WXF4chVrYdnlU6lb4SfRx7ilrhk3M78Fm/6QCADkHBuKtLN/xy9rRtu3+uXMacbj3Qr2UEpvTtjL+Onbet+/v4Bcwe1B1dWoXVeP6oiEDcPrY7/vr3lG1s96HLmHJrd/Tq0sqBV0pIE8L/9+Psc5JmYdWqVQCA8PBwgSNpflw956PX61FQUF4gHxERUeu2/v7+UCqV0Gg0SE9Pr9f5VCoVnn76aQDAhx9+iODg4HodpyYZGRm1rrc6uCM1ITXJLvkK3cXs4+33vHYwFskRfkYPvrgUPv5KDJs+QKAICSGENHe9Y1rhgbhYvNw2HgpR5WtON+VF5OhyEeYZKmB0hBCHopwPqQXlfOrP1XM+AHDgwAEAgFKpRO/evWvcbvjw4bb/P3jwIMaOHVvvcz722GPQaDSYO3cuRowYUe/jENJUabRHESlLZcaSTFIUGb1Q8LMvunf3RVjrEGGCI4QQ4hJeu+NerEv7G22DrtnG/KUmbIj/AZ1jXxMwMkKIQwmR76k4L2nymlO+hwrTHGzlypVCh0BIk1VcqsUPf7BdzTrGhGHkwNha97NaeXz4Fzsbl9JDhkfGlt+wk1hYgN+q3MAOABNj26NPi5a25S8u7kGpSQ8AuKfVKXTwYDtPZVlbI0I5rm4XRFwex3Hw91WgoKiyaEZV4pyuYhKxCAFeChSqK89XUKpB+xaOu1kzWGnXMa0JFKYFyat3yso3lFFhWj3Zd0wL8XR8wVeuhj1HuAM6prlzYVpugRpanZEZi44MFCgaxxBxIkyOeh77s+Jxq3dl0Z2fxIyF0cfwVrIEswv6oF9QawDAMwMGY1PiZZQY9LZt39q3Gxtnz8FT4wZj++kr0Bgqf0cfbNiLn5+YBZGo5uLyB2YPxq4Dl1BaVnnMJT/swYpP5kIipibShBD3cOXKFSxevBirVq0Cx3EYP3680CE1O66e81FX6YTrdRPv6SoK08rsJiq4WS+88AJyc3MxcOBAPPjgg/U6Rm0iIyMdfkxC6qrUmIwg/gwzpjJLsSEzBtJUCTwLy2AtVOG2J2+DTC78jYqEEEKar7GKbthWGIepwWm2sRiZHhuyfsCdbRcJGBkhhJDGRjmfhnP1nA9Q2fE+JiYGEknNt4p16NCh2j71sXr1amzZsgX+/v5YvHhxvY9DSFOWV/Qloqr8OemsHDItYiRcjganNmDeS5OFC44QQohLCPT2xt4zXTF9eAb8qkyA1z12C7S6F6HwpO8VCCHEVTXHfA8VphFCnGbFmkMo07BdzZ6aP/KGXco2J1zCmWs5zNgjY/ojyFsJnufx7v69sFRpK+UhluDFwcNsy4klufgj5QQAwFuiw0Nhl5ljmXgOoUHL63VNxPVVK0wrdk5hGgAEeSvZwjS1YwvHghRsYVqBRvjCNJlIDH+ZAipj5XXn69WI9aGZxOrDvmOafUe6hjJbrcize9zUr2MaFaZVSEkvYJaVChlCApv/76O1MgpxknuRZ/4fQiQW2/j04BT8mtUR75zagvWjHoZUJIa/pyeeGTAIb+7bbdvuYkE+/rhwDnd26YaHx/THZ//E2dadScvG5pMXMalPpxrP7+vtiQfuHIzPvttlG0tOy8fGHadxx209HXy1hBDiPG3atLnhNlarFcXFxUzRUUhICF555ZXGDI00Q3p9ZQH3zczk7eHhAQDQ6XQ32LK6/fv344cffoBEIsG3335L3cuJy0pVfYdOYgsz9ndRFMpUSoRcMAAaLWAwYsLDYwSKkBBCiKv4YMbtGLfxAFOY5sEB/taNMFiehYfYQ8DoCCGE1BXlfIgj6fV6FBSUf/8UERFR67b+/v62yYjS09PrdT6VSoWnn34aAPDhhx8iONhxE68CQEZGRq3rrVZrresJcQSrOR0R4uPMWLJZAr1ViqRvIhHqy6PzoPYCRUcIIcSVzGl3J07pD2CEssQ21iOgENsPx2H8qFsEjIwQQkhduXq+hwrTCCFOcfVaPv7eznY1Gz2kA7p2aFnDHuW0BiP+V+XmcwCICvLD3UPLbyLfk5qCA+lpzPqHevdBS28fAADP83j/zL+w/tdz9O32B5jZIwAgVzwWrWSt63xNxD34+7CdulSlzixMU6BqGWV+qWMLx4LtC9O0zru22gTLvdjCNLviKnLzcu06poU6uDCtQKthCoOBuhem8TyP3BL7wrS6d11zFSnphcxydGSQy9yofUfkHPx65R/c53cZFc3NRBzwcWwc7jjthx+TDuPB2CEAgLu6dsdvZ08jsajy97H40AGMj4nFnKE9se7IWaQVFNvWfb75AEZ1iYGyli4Tt4/pjr+3n0FyWr5t7PvfD+KWwR3g6+3p2IslpCngb7wJaf5SU1PrvM/AgQPxww8/IDw83PEBkWZNLpfb/t9oNNayZTmDoXziGU/Pur2OGgwGPPTQQ+B5HgsWLEC3bt3qFuhNutHNU126dEFJSUmt2xDSEEZLCWSGzRBVeYtq5DmsyuwEcYYUytQSWAtU6HNrd7RoGyZcoIQQQlyCSCSCPisSl7XeaK+ozLX1UqhwuHAvRoTcKmB0hBCHopyPW6CcD3GkqjezeXnd+Du4isK0srKyG257PS+88AJyc3MxcOBAPPjgg/U6Rm0iIyMdfkxC6iqr4Eu04CpflE08kGaS4kJOSyDdijkv3eYy3/ESQggR1rg+ffHs/hgMiT0BSZV7bcrwFXh+FL3eEOIqKN/jFlw930OFaYSQRsfzPL5YuRdWa5WuZjIJHpkzrJa9yn2/+zjy7IpxXpg8HFKJGEaLBe/F7WXWhSq98FCvvrblHVmXcLQgFQDQ0zcTo7zzmO1VFg9EhHxWtwsibsXf164wrcR5xVuB3mzhWNXuaY4QrLQrTNNpYeV5iAT+wBos90ZiaeXfar6+fl96kPJuc1WFeDq2MC3H7gspqUiEgDremFyi1UNnNDNj7twxLdWuY1p0ZKBAkTieUqJE+8DncU77FLrJKzurtFeoMSM0EV9fkmJ8yy5oqfSDRCTCa8NHYu5fa23bFel1+OLYYbw2bCRemDwcT6z427Yuv1SD73cfw4LxQ2o8v0QswtP3j8KTr6+xjZWW6fH96oN47sHRDr5aQghxjnnz5t1wG5FIBG9vb0RHR2P48OHo0aNH4wdGmiVv78r3YDdz45Hmv865N3NDU1XvvfceLl++jMjISLz11lt1C7IObjQDuEgkarRzEwIAqSVr0FpqYMb2lYYhu8Affhet4AxG8OoyTHqUCgUIIYQ4xrLJs/DD1RP4sN0R21iQ2Ir0/G/AB4+lG5UIIaQZoZwPcSS9Xm/7f5ms5gn+Knh4lHda1el0N9iyuv379+OHH36ARCLBt99+S+8/iEvirWoEWLcAVdKL18wSGHgOCb+3g9xkwMjZg4ULkBBCiEvhOA6y9GFIjT6LGFnlxJJjYi/hYlImOrWr/fswQgghTYer53uoMI0Q0ugOxl9F/Bm2q9ldk/siLNin1v0yCkuwau8JZmxw+ygM6xgNAPjx1EmkFKuY9QsHDYXyv2Sq1mzEh2f//W+NFe/EHLHNGgEAPA+YvV6HSCStx1URd+HvJ1xhWpA3e+4CtaM7prHHN1utKNbrEOCpqGEP5wix6+qVb6COafWVZ1+Y5uCOadlldh3ZvLzqXNiYU8weg+OAEF/qmFYhOjJIoEgax9DgoVhycQRiZP9CIaosWH8+KgHbClrjndNb8M3AO8FxHAZHRmFs2xhsT06ybffzmVO4s0s3DOsYjcEdWuPgpVTbulV7T+KOfl0QGeRX4/l7do7EqEHtsftQZT/Kv7efxuQx3RHTOtih10oIIc6wcuVKoUMgLkQulyMwMBCFhYXIyMiodVuVSmUrTKvrLNUfffQRAGD06NHYtGnTdbepOLZGo8Hq1asBACEhIRg1alSdzkWIUKy8CZqyFbC/3++HzC5ArhQ+SWXgC1UIjgxE/wm9hAmSEEKIy+nQMgzb/43FK22Ow1tssY339U5GUlky2nnHCBgdIYSQuqCcD3EkuVxu+3+j0VjLluUMhvJJVjzrOBmlwWDAQw89BJ7nsWDBAnTr1q1ugd6k9PT0Wtd36dIFJSUljXJuQgCgpGQVfESVf0s8DySbpEgrDYYhToaZs3pDKqP7kAghhDjOy1PnYXXKesQEVd6D6ysx489zy9Cp3TsCRkYIIaQuXD3fQ1MDE0IalclkwdJVe5mx4AAv3DWl7/V3qOKzf/bDaK788lQs4rBw8nBwHIdstRpfHDvMbN8tNAyTO3S0LX97eT+ydaUAgEdbn0C0TM9sn2qNQKjvjLpeEnEzQnZMC/ax62jm4I5pgdcpQMvXOu/6ahIsZ4uS8nTUMa0+eJ5H7n/PgRUcXZhm3zEtzKvux7cvTAvyVkIqFjcorubKauWR4sId0wBAxIkwrfXz2FnGFtx5iS14te0R7Mu9gp3Zl2zjLw8ZDlmVx4PZasU7+/cAABbePhySKp1OTBYLPtm4/4YxPHbPcHjIKufnsFp5/O+HXeB56olOXAvn5B9CiGvo1KkTACApKQlms7nG7S5dqny97tixY43bXU/FDVArV67EnXfeed2fgoLy90QFBQW2sbfffruul0OIYLLKdiNaUsyMndf54FReKLwSOYg1JvCqEkx4cAzEbvr5hxBCSOOYGdIHGwuimLG2UgMOZv0gUESEEEejnA8hpK68vSu/vysru/H3rhUTBnl51W0iyffeew+XL19GZGQk3nrrrboFWQcRERG1/ohEdCscaTw8bwKn/YkZy7KIoeVFOL47FhKNFrOemSBQdIQQQlyVr1KBuFPdobKw73P6d9yGEnXdu9wSQpoeZ+d7KOdDGgN9GieENKp1WxOQkc12NXtkzjB4ymU17FHuWFI6dpxJYsbuHNwDbULLb9D/4MA+aE0mZv2bw0fZOvVcVRfgxyvlhWvBsjLMD73CbKu3cggLoi9iyY35+7DFW8VO7ZhmV5hW6tiOaVKxGP5VZsgDgHyNY89RH/aFafl66phWHyUmPYxWCzMW4unowjT23yasjl9QAUBOsV1xm59jY2xOcvJLoDewN4C7Wsc0AGiliIRB/hAyTWzz5vEBGejulY/3Tm+FxlQ+G2crXz880LMPs13ctTTsSklGm9AA3DmkB7Nuz/lkHLrMdmm1FxbsgzlT+zFjp85nYM/hxHpeESGEEOI6hgwZAqD8BqQTJ07UuN2+ffts/z948OBGj4uQ5iar+Av4iNiJD1ZldwJfKIPvZS14VQnEIhHGPUBdAAkhhDjWy5Nuw/IrPWGp8jIk5oBoyU6Umkpr3pEQQgghLksulyMwsPw+i4yMjFq3ValUtsK0yMjIOp3no48+AgCMHj0amzZtwurVq6v9VBxbo9HYxnbv3l3XSyJEMCbtFniLi5mxJJMURQYlCn/1Qb8B0fAJdN/vuwkhhDSe+7rOxUmdLzPW2bcYW/fvECgiQgghhCW58SakMeTn5+Pw4cO4du0aVCqVLbnj6+uLgIAA+Pv7o1OnTujbty/kdkUDhDQXqhItfvyT7WrWqV04xgytfTZ1s8WKjzbsZcb8FHI8MnYAAOBgehr+uXKZWT+rc1f0CAsHUN4l6J3TW2DirQCADzvsg9LuZqAM8UTEerSu6yURN2TfMa3IiYVpgdU6pjm+aCxYoYRKX9lNsEDbFArT2ERtvoE6ptVH3nUK+ux/tw2VbVeYFu6AjmnuXJiWkl7ILHspPRDor6xh6+ZtSsvZWJm4Eff5nYXkvylYOA74ODYOExIC8eXFvXip260AgEf79MO6i+eRq6l8Lnh7/x4MjozCI2P7Y/PJiygqq5wB6t11u7D+hXsgl9b8UeeuyX2xefc55ORX3pC1dNVeDOrdBnIPqYOvlhCBUBNA8p/Tp09j7dq1KCgoQHR0NO6++260bNlS6LBcWnPO+UyZMgUffPABgPKOZv3796+2jdVqxU8/lc8K7Ofnh5EjR9bpHDfTpbR169ZIS0tDVFQUUlNT63R8QoRWpD+PltxVZizfLMOWzDbwSJJAWqQGX6jCkDv6ISDMX6AoCSGEuDJlYQQSNP7o41U5aWBPzxLszd2O2yOmCxgZIcQhKOdD/kM5H+drzjmfTp06IS4uDklJSTCbzZBIrv8dyqVLl2z/37Fj7fd12DMajQDKc0orV66sdduCggLceeedAIDhw4dj1CiauIU0D8UlKxFUpQ1AoUUElVWMhPNtIFIbMP/VqcIFRwghxKWN6t4dj+9sj2Gdj0D63302Ig6Q+iyD1ToJIhH1PyKkWaN8D/lPc873UGGaE124cAFfffUVtm3bhpSUlJvaRyKRoFu3bpg5cyYeeOAB+PvTzQqk+fju9wMo0xqYsafuG3nDN8F/Hj6DxOwCZuzJcYPgq5DDaLHgrb3sjFm+HnK8MGiIbXlL5nkcyS//GxsbkoR+imJm+xyLAjHhn9T1coibsi9MU5VowfM8OK7xP8wFebPnLtMboTOa4ClzXNFEkFKJxKLKYpj8JlCYFmJfmKZXO+137krydOwMyAEyBWQisUPPkVNm1+2MCtMaJCWdfe2Ljgxy2ce9h9gDA8Jex6mSe9FHXvm8E+Ghw6ORp/BVshi3t+qGTn7hUMpkeHHwUDy7fattu4zSUnwdfxTPDRyCBeOH4I0/KmeASi8swfe7juGJ2wbVfH4PKZ6YNwKvfrrRNpZXoMavG47h/lnU9YUQ0nwcP34cjz/+OCQSCbZs2QI/Pz9m/bJly/D4448zhUDvvfce1q5dizFjxjg5WtfmKjmffv36YejQoYiLi8OKFSswb948DBw4kNlm8eLFuHjxIgBgwYIFkErZzyd79+61FavNmzcPP/74o1NiJ6SpSC76Er3EbPfq1bntYFZ5IOCiAShVAyYzJj1yq0AREkIIcXUrZ96NV0+eQp/OlV1uvUQ8tCXfw8rfAREnqmVvQgghTQHlfJoOV8n5DBkyBHFxcdBoNDhx4sR1JyMCgH37Kt8/DB5M35cQUpXVlIQg0QVm7KpJCoNVgqRvIxAd4YHWnerWaZAQQgipi4D8EUg2nkIHj8pJ6Ee3uYqjp5IwsFc7ASMjhBByM1w930PfPDjB6dOnMXr0aHTt2hXffvstrl69Cp7nb+rHZDLhxIkTeOmllxAREYHHHnsMJSUlQl8SITd0PjEbm3aeYcbGDuuILrEtat2voFSDL7ceYsZiw4MwbUBXAMCPp04iSVXErH9+0BAEeJYX8JSZDPjo7DYAgARmLIo6gap1cBYekPh8CpGInv7IzfH3Y4vDLBYr1BpDDVs7VpB39U5JhWrHdmwLVrDnyNcIX5gWLPdilvUWM9Qm5/zOXYl9x7QQT8cXfOVWK0zzqmHLmlFhWiX7jmltWgUJFIlz9PDvjtPmKSixsMV397e4hAiPErx56h9Y/ut+Orl9R/Rtwc78sfzEcVxVFWFK387o0TqcWbdi93FczWXfL9gbPqAdendtxYz9uuE4cvLovTYhpPnYtGkT4uPj4ePjUy1hlZKSgqeeegpWq5XJM6jVasyaNQv5+fnCBO1iXDHns2TJEnh6esJsNmPs2LH44IMPcOTIEezZswcPP/wwFi5cCACIjY3Fc889J3C0hDQtOnM+fC1xqDq/hN4qwi/pHSFJkUKRrQNfoELrLpHoNryTcIESQghxaeH+fohPboNck4wZH+SVjlPFZ2rYixBCSFNCOR/huVrOZ8qUKbb/r6mbmdVqxU8//QQA8PPzs008dLNu5ncTFRUFAIiKirKN7d27t17XRIiz5au+Z5YNPJBtEeNCZgSQZcG9CycJFBkhhBB38eLUu7BNxd474y224MS1pQJFRAghpC5cPd9DlRmN7JNPPkH//v2xZ88e2wOE47g6/QDlCRydTodly5ahW7dulJghTZrZYsWny3egSsEu5B4SPDJn2A33/XTTfqj1bAHKS1NHQiwSIVutxhfHDjPrugSHYHbnrrblpRf3Il9fXijxavuDCJGYme2vWjsjxHt0XS+JuDE/H0W1seISxxaH1cRLLoNcyjY3LVA7tnAsWMFeX14T6JgWLK9emJRvV2RFbsy+MO16v9eGsPJ8tcK0cId0TKt7cZursC9Mi44MFCgS55nR6mlsLWvJvGeQcjw+ab8fZ1WZ+CX5GACA4zi8PXI0JFUKy01WK17bswscB7w2fTTEVSrRzRYr3l23i5k9xB7HcVhw30hmP6PRjKU/7atxH0KaE4537g8Rxt69e8FxHG677bZq67766iuYTCZ4enpi/fr1KCkpwR9//AFPT0+UlJTg22+/FSBi1+KqOZ+ePXtizZo18PHxQVlZGV5++WUMHDgQo0aNwvLlywGUF6Vt3rwZ3t7uO6kAIdeTWLQSURITM7ZNFYESlRd8LpvAlWkBnR53LJjgst2RCSGENA3PdhiJtXltmLEIqQkJ2d/XsAchpLmgnI97oJyPsFwx59OvXz8MHToUALBixQocPny42jaLFy/GxYsXAQALFiyAVCpl1lc8LjmOw7333tvoMRPSlPDWMniZtzBjaSYpLDyHMz+3ga/Yiv7jegoUHSGEEHfhJZcj/mRPFFrEzPgtXeKQk18qUFSEEEdwdr6Hcj7CcPV8DxWmNRKz2Yzp06fjpZdegtFoZBJV9q43S1BVVZNXPM8jPT0do0ePbhYPMOKe1m9NwJWUPGZs/sxBCAms/Ya1Y0np2HzyEjM2qXdH9G0bAQB4N24vtCb25p63RtwC8X83qSeW5OKXq0cBAB29cjHZP4PZttQqRtuwVXW+HuLePGQSKBXszLIqJxWmcRyHQG+2cKyg1MGFaUr7jmnOubbaeIgl8JXKmbF8Q1kNW5Oa5OrYgq9QBxemFel0MFot7DmUdSsqs1p55JbYdV1z045pFosVqRn2hWmu3TENAPxkvgjzexGJJg9mvIuyBDNDE/HFhd3I1BQDANoHBuG+Hr2Y7Q5nXMOmxEuIDQ/CPcPYdceTM7DpxMVaz9+mVTCm3taDGdt7OBEnz16r3wURQoiTZWZmAgC6detWbd3ff/8NjuPw8MMPY8qUKfD29sb06dPxyCOPgOd5/Pvvv84O12W4Q85n0qRJOHPmDJ555hnExsZCoVDAz88Pffr0wUcffYSEhATExMQIGiMhTY3FaoBVtxrSKk8FPA8sT+8KcZoU3qlaWAuK4BPojVF3DREuUEIIIW5h3rAB+PFiDxis7HvUbp5HkKPLESgqQgghN4tyPsJw9ZzPkiVL4OnpCbPZjLFjx+KDDz7AkSNHsGfPHjz88MNYuHAhgPIJiZ577jnB4iSkKSor/QmeIr1tmeeBVLME6epA6I96YNZDI2kSIkIIIU7x5MB5OKoJYMbae5VhQ9xagSIihBBys1w93yO58SakPh588EGsX78eAKp98KxISIlEIrRv3x4tWrSAr68vPD09oVarUVJSguTkZGRkVBbVVByj4r9WqxWPP/44AgMDMWPGDGdcEiE3paCoDN+vPsiMRUcGYtbE3rXuZzJb8O663cyYt6cHnp1UPmvXzqtJ2JqUyKyf2akLeoa3AFD+d/X26S2w8DwAKz5pfwAyu5yPyuMR+Il96nFVxN35+yig0Rpty0UlzusqFuStRGZR5YwmBWrHFo6F2BUS5WuaRgFYkNwbJabKxG6ejjqm1ZV9l7kQT8cWfOWUsccXcVy1QscbKSrTwmyxMmPuWpiWnVcCo5Ht8ukOHdMAYETIGHx1aRgiJTuhEFV+cbuw9UnsKorEm6f+wfJBd4PjODzZbyA2JV5GdpXH37txezE8KhqPjB2IbaevIEtV+Zz56cb9GN6pDXwVbLFrVffNGowdcZdQotbZxv73w2788Ok9kIhpHg/SjNHsRm4hPz8fABAYyL5mZGZmIjk5GRzHYebMmcy6sWPH4vPPP8elS+ykIOTmuUvOJyoqCp999hk+++yzOu03YsSIWruW3ozU1NQG7U+IEFJKNqKtlM0XnNQGIDk/CH6JPEQaA6xqDSa+fAc8PD1qOAohhBDiOO310ThYGoRRfvm2sa7yUqzL2oi72z4kYGSEkAahnI9boJyPMFw959OzZ0+sWbMGc+bMQWlpKV5++eVq28TGxmLz5s3w9nbP7+sIuR6eN4LX/shM/59tEUPLi5CwvS2kOi0mPHCLYPERQghxLwM6tse9GzthdN99zP2x0a1+gck0D1KpuOadCSFNF+V73IKr53voTstG8PPPP2NptORnAAEAAElEQVTVqlXVZk7ieR4+Pj548MEHsXfvXqjVapw/fx47duzA2rVr8fPPP2PDhg3Ys2cPrl27hvz8fPzxxx+YOHEixGIxc1NPxaxK9913H9LS0oS4TEKu68sf90CrMzJjzz80BhJJ7W94V+w5jpS8ImZswfjBCPJWosxoxBt7dzHr/OVyvDBoqG35r2uncKKwvLvJ022OI1qmZ7ZPMwcjOnBBna+HEADw92OLbYqKnddVLMiHPXeB2rFFcSEK9vi5GucV3dUmWG5XMKenwrS6yrMvTHNwxzT7wrQQhRISUd3eWuYUs8eQiETVugS6i5R0tluar7cn/H3d43ch4kSYGrUIuzVshzhPkRUftTuAA3nJ+CfjLABAKZPh9eEjme0KtFq8f2AfFB5SvHwHu06l0eHzf+JqPb+PlxwP2nWsuHqtAH9vO1XPKyKEEOcxGss/e2ns3sPFxZU/9ykUCvTt25dZFxoaCgBQq+n9VX1QzocQcj08zyO/dCm8ROy3RsvTu0KULoV3sgZ8QRHEEjEmPXarQFESQghxNyvm3oVvUnqi6pwBMg7wMv0OnUVX846EEEIERzkf53OXnM+kSZNw5swZPPPMM4iNjYVCoYCfnx/69OmDjz76CAkJCYiJiREkNkKaKrP2b3iJipmxKyYpSoyeyP41EGMn9YBcQZMQEUIIcZ5O2jG4YGDv+RvWIhM7Dp8QKCJCCCE3w9XzPVSY5mBarRbPP/98tdmTOI7Do48+ipSUFCxbtgzDhg2Dp6dnrccKDAzE9OnTsXHjRpw+ffq6M05XnI+QpuD46VTsOniZGRs/sjO6d4qodb+ruUVYvuMYM9Y5MhTTB3QFAHx2+ACyy9guTq8MHYFARfkN+4UGDT4+ux0AEK0owj0hycy2OiuHwKAf63w9hFQI9GOLQ4qKndsxrSpHF6aFerEFYGqjATqTyaHnqA/7Iqp8fdPo5Nac5OrsC9Mc2zHS/nk5zKvuhW/2hWkhvl4Q17G4zVWkpBcwy9GRgdXeT7qyCEUEDB6P4ppJyowP9M3HuKAUfHBmG1SG8qLgsW1iMLJ1G2a7Py+cw8H0NAzv1Aa3dGW/MF139BxOXs2s9fyTbumKdtEhzNj3aw5BVeK8QmRCCKmP4OBgAEByMvsZaMeOHQCAAQMGQCxmJwnR68sn8fDz82v8AF0M5XwIITXJ0x1HW0kuM5Zp9MT+rEh4XeEgURvAF5di+MyBCGoRIFCUhBBC3I2nhwcyUlrjqpF9bzrYOwcH8g8KFBUhhJCbQTkf53K3nE9UVBQ+++wzXL58GRqNBiqVCsePH8fChQuhUNQ8aWLFtfA8jx9//LFe505NTQXP80hNTa1f8IQ4Gc/z0JYuY8YKLCKorGKcPhkNUZkOd784WaDoCCGEuKsF06bi75xoZjIiDxGPHO0S4YIihBByQ66e73HPO38b0YoVK2xt9oDyD6geHh5Yu3Ytvvrqq3o/KDp27Ijdu3fjmWeesSWtKmZT+uuvv3DlyhVHhE9IvRkMJixevpMZ8/aS49G5w2vdz2rl8dbanTBZLLYxsYjD69NvgVgkwqmcbKw6ncDsMziyFaZ26GRb/vDMNpSY9AB4/K/DXnhwbGL3qmgCfOTt6nllhAAB1TqmObEwzYdN/heUOvbcwXYd0wAgrwl0TavWMc1AhWl1YbZaUWBXzBfi2bgd08Lsihxv6hh2hWlhfnU/hquw75gW3Sqohi1d1+SImdio7g6jXWvyN9ochcWiwodntwEofw/89shboJSyRWwv79oBrcmEl6aMgMKDXffOul3Mew17YrEIT983ihlTl+mxdNXe+l8QIULjnfxDBNGnTx/wPI8VK1bAarUCAAoLC7F+/XpwHIdbbrml2j4VCa6KWZXIzaOcDyGkJkmFHyNIbGXGVmR2ArI94J2sBV9YDPA8pj41XpgACSGEuK1Pht2O1dnsJD4BYgtS8r6DlbfWsBchpEmjnI9boJyPc1HOhxBSI+MBeHPXmKErJilMVhGufBWBnr0iERjuL1BwhBBC3JWHVIqkE72RaWbvjRnf6TQuJmUJFBUhpEGcne+hnI8gXD3fQ4VpDvbLL7/Y/p/neXAch59//hlTpkxxyPEXL16MBx54gJlRied55ryECGHFH4eQkVPMjD06Zxj8fWueUQsA1h09W62LydxhvdApIhQmiwWLdm1nXv88xBK8O3KMbbayuNwk/JNxFgDwROt4xHjomGOlmnzQOeTT+l0UIf+pXpjmvA461TumOfbcXjIZFHbFHbka4YvAgu06puXpmn4b2qak0FAGq92nhzBPx3ZMy7HvmOZdn45p7DFC/RxbPNecXK9jmruRiWQYG/EG4rR+zLi32IJ3Yg5hY/oZHMhNAgC09PbBwsHDmO3SS0vw+ZGDCPPzxhO3DWLWJeUU4qd9J2s9f/dOERg9pAMztm3fBRw/nVq/CyKEECe45557AABxcXEYMmQInn/+eQwaNAglJSWQSCS4++67q+1z6NAhAEDbtm2dGqsroJwPIeR6Sg0piMR5dswiwdqMdlBcFkFaZABfVIxOA2PRoR9NnEQIIcS5hnWJxR/ne6DUwn4lPMz3Ms6WnK9hL0IIIUKjnI9zUc6HEFITdfHX7LKVQ65FjItXI2DOM+P+V6cKFBkhhBB399Ktc7G3lC1SCJEZsSPhO4EiIoQQciOunu+hwjQHKi4uRnx8vG2GI47jMGPGDEybNs2h5/nss88QEREBALbinG3btjn0HITUxaWkHKzeGM+MdY4Nx8Rbuta6X35pGT7/5wAz1jLAB4/dOhAA8H1CPC4XsjfqL+g/EFH/zUimNRvx1qnNAIAoTxXuC2VnFNNbOXgHfgeRiJ7qSMMI2jHNu3E7pnEchxClXXeyptgxTU+FaXWRoytllqWcCP6y2guF63wO+45pSkd0THPPwjSzxYq0jCJmLDrS/TqmAUAHn/bIE9+PLDPbknp0QBaG+6XjjVP/oMxkAADc3bU7+rRoyWy38tRJnM7NwZ2De6BDi2Bm3bfbjyC9sLjW8z9x7wh4KTyYsU+W7YDeYKrnFRFCSOOaOnUqpk+fDp7nceTIEXz++ee2mZYXLlyIyMhIZnuLxWKbaWnIkCFChNxsUc6HEFKTcwUfo6WE7c67OjcGphwFfFIMgKoUsFhwx4IJAkVICCHE3Y337IqdqhbMWIxMiwPpvwsUESGEkBuhnI/zUM6HEFIT3nQRXvwJZizJJAXA4fzyaESFeyGmR7QwwRFCCHF7XWNa4e+EblBbOWZ8cOetUJUIf+8fIYSQ6lw930PVGg504sQJZoYjAHjqqaccfh4vLy/ce++9tnPxPI9Tp05VOzchzmAyWfDB19tgtVY+/iQSEV589FaIRFwtewIf/LUHar2BGXt9+mh4yqRILVbhi6NHmHUdgoJxf8/etuWvLu5FprYYAI8vOu6Bh4j9G0jCGAQretbvwgipwr4wrdCphWl25y7TMn9vjhCiYM/RFDqmhdh1TMs3CB9Tc5Jr12EuxNMHIq725+S6ylKz5wivV8c0KkwDgKycYpjM7I2s7tgxrcL0yHuxWd0FJrunuvfaHUaxvgAfn9sOABBxHD4YNQYyUWURm5Xn8dLObbCCx+szRqPqw15vMuPtP3fV+p45yN8Lj85lO7Fl5ZZg5R+HG35hhDgZxzv3hwhn9erV+OKLLzB06FDExMRg2LBhWLFiBd55553rbpubmwue5zFhAhVI1AXlfAgh16M3FyLYEse87zRYOaxI7QqPRAk8cnXgC4sQHBGIwVP7CRcoIYQQt/bB7NvxdWJPmKu8pRRxQCfFHmTpsoULjBBSL5TzcR+U83EOyvkQQmqiL2U7zuh5IN0sQUZhAErPyTB/4SSBIiOEEELK3eY9Did0vsxYd/8irN/9r0AREULqy9n5Hsr5CMeV8z1UmOZAV69eZZYDAwMxaNCgRjnX5MmTmWWTyYSMjIxGORchtfl1wzEkp+UzY/dOH4g2rWrv9LL7XDJ2nElixib17ohB7aPA8zxe3bMTBovZto4D8MGoMZCKy28+v1CcjVXJ5YVrz7Y5hhgPHXOsNJM3uoR9Ud/LIoQR4Md2mlIVa532JUGQD1s0ZrZYUaLVO/QcIV7sOfK0ws+aEmxXmKY1G6ExGWrYmtjL1bMd08I8fRx6fJ7nkVPGFguGe1FhWn2lpLPdQf19FfDzcWyHu+bEQ+yBES3fxVEd+3jwl5jwVswh/Jl6EnG55e8h2gYE4sn+A5jtLhcWYPmJ4+jaKgyzBnVn1h25cg0bjl+o9fyTRndD1w5sJ7bVG4/jSmpefS+JEEIalUgkwhNPPIF9+/bh8uXL2Lt3L+bPn3/dbe+++25YrVZYrVZ07NjRyZE2b5TzIYRcz7mCpYiSGpmxrUWtUJrrBZ8UI7jSMsBowu2P3waJVCJQlIQQQtydSCSCR3YbnNGyOcJ+nkXYmbVVoKgIIYTcCOV8nINyPoSQ6+EtOZAY2ffKKSYprOBw8pcY+Eut6D+hl0DREUIIIeXumzQGa1M6VJuMyDdwBcx2E2QTQghpGlw530OFaQ5UXFzMLLdq1arRztW6detqYyqVqtHOR8j1XL1WgB/Xsh1E2kYFY84NZoAu0xvw3vrdzJifQo7nby/vULL24nkcSr/GrJ/XvSe6h4UDAIxWC145+TcsPI8OynzcE8IWuOmtHOT+30Ikoqc44hj2HdNMZgvUGucUSQV6VS9OKVA7tnAsROHFLOeVCd+dLFjuVW0sTy98XM1Fjo4tTLPvQNdQKr2OKR4G6l6YZrZYkV/KPpbD/Kr/u7uDlPRCZtmdu6VVaO/THhmi+5BnFjPj4wMzMNQvA6+d3IhSY3mR7kO9+qJDUDCz3dJjR5BUVIgF4wcj1Jd9XH2ycR/yS2t+PhGJOCx8ZAwkksr3ERYrjw++2kaJO9K88E7+IcTFUc6HEGLPbNVBblwPSZVuaVYe+Cq1B6RJUigydbAWqODhKcP4B28RLlBCCCEEwI+z78YP17owY54iHmLDGmjNWoGiIoTUC+V8CHEoyvkQQq7HUrYSYq7ye0ELX16YVlDmhewdfpj37Hi6J4kQQojgxCIRPFIHI8koZ8bHtk3B7iPnBYqKEFIvzs73UM6HNAL6hORARmPl7Lgcx8HHx7HdSary9q5+87fJZGq08xFiz2Kx4sOvt8FsttrGxCIOix6/FRKJuJY9gf9tPoi8EvaG8IWThyPAS4FstRrv7N/DrAv38sazA4fYlr+5tA+XSnIhggVfdtwLKcdsjov8WIR79a3nlRFSnX3HNAAoKnZOVzGpRAw/Bfvh0dGFaaF2HdNyNcJ3TFNIZPCSeDBj+QZ1DVsTe3k6u05kDu6YZt8tjQMQolRef+Ma5JeWwWrXeZA6ppW7UddRdzEt8gH8U9aJmdkJAD5qdxBaUyE+OPsvAEAqFuPDW8ZCxFW+ITBaLVi0azsUHjK8Pp29CVitM+D99ex7DXvRkUGYO7U/M5Z4NRe/bDjWgCsihBDSnFHOhxBi71LRT2gr1TFjh9QhSM8KgE+qGZxaC2h1GD13OHwC3POzDiGEkKYjNNAPRy90RLZJyoyP8M7E/vw4gaIihBBChEc5H0KIPd5aDKv2d2bsmlkCIzjEr4+F0mrCmLnDBIqOEEIIYb02aw62FkUyY15iC85nfy1QRIQQQtwVFaY5kEJRWbjA8zxycnIa7Vy5ubnVxjw9PRvtfITY+33jcVy4ks2Mzb69Lzq0Dat1v+PJGVhz6DQzNjC2FSb27gie5/Hy7u0oq5L8BYC3R94CL5kMAHCmKBPfJR4oH489gBZSdtsrRl/0DF9Sr2sipCYyqQTeXmxxWJHKecVbQT5swU+B2rEz2IYo2W5C+Zqm0ZnMvmtaPnVMu2nVOqZ5OvYmyGw1W/gWrFRCKq69KNleTjF7DA+JGP5K93wvY98xrXUkFaYBgIfYA0NbvI+jOvbx6ysx44N2cdhw7TR2Z18GAHQLDcP9PXsz253IzsIvZ05hWKc2mNCrA7Nu59kk7Dhzpdbzz7mjP1pHBDBjP/55GFdS8+p7SYQQ0qiKioqwePFijBs3DpGRkVAqlVAqlYiMjMS4ceOwePFiFBUVCR1ms0U5H0JIVTxvgUmzAh52kyV9ntILkqtSKNJ0sOaXP+dOfWqcABESQggh1b3XbwI25LdmxsKlRiTm/Qwrb73+ToQQQgRHOZ/GRTkfQkg12l8h4fS2RZ4HrpikKNF7Im19EGY/PAoSqUTAAAkhhJBKAd5KnDjZFwUW9r6tCb2OIvFq9fefhBBCmgZXzPdQYZoDhYWxBTmpqanQNFLXmbNnz97w/IQ0lispefh+9UFmLLKFP+6bObDW/bQGI15bvY0Zk0sleG36LeA4Dn9eOId9aanM+js6dMIt0W0BAHqLCYtObICF5zHI/xomB2Qw26qtIvgGroBIRE9txPECfNmuaYVO6pgGAEHebGFaYaljzx2iaHod0wAgWM4Wo+TrqGPazcrTs4Vpju6Yll3G/luEe9W98C2nmC00DPPzBsdxNWztusxmC65lsR8goiMDBYqm6Wnv0x4Z4oeQa2YTaCP9c3BbYAreSNgElaG8WPfp/oMQ5evHbPfJoThkqkvx4uQR1Qof31u/GyVaPWriIZPglSfHQSyqfFyazVa8v/RfmEyWBl4ZIY2P4537Q4S1bNkyREVFYeHChdi+fTsyMzOh0+mg0+mQmZmJ7du3Y+HChYiKisLy5cuFDrdZopwPIaSqNPV2tJOWMGNntX44nx4G71QrxGodoC5D77HdEdUpsoajEEIIIc51W98uWHWuF7RWNgc3yvcCThefESgqQkhdUc7HvVDOp/FRzocQUhVv1cJUtpIZy7CIoeVFiN8WC5nWgMmPjhEoOkIIIeT6Xhx2Lw6XsfcaxSg1WHfg9xr2IIQ0Nc7O91DOR1iumu+h6g0Hat++PbNsMBjw999/N8q51qxZwywHBAQgICCghq0JcRyD0Yy3l2yG2Vw5e6ZIxGHR47fBw0Na676f/XMAmUVsscST4wYjMtAPWepSvBu3l1kXqvTCa8NG2paXXNiNq2UFUIoM+KTdIVS5Txw8D1zCdIQpu9X72gipTYAfW7ylKnFs17LaBPmwRXH5asd+GRLqxXYmUxsN0JlMDj1HfYTYF6bpqTDtZvA8X61jWqi8cQvTwupVmGZ3DD/HdnVrLtKzVcxrKgBEU8c0xrTI+fi7rBtMdh+I3257FBZLAd49sxUA4CmV4v1R7BdBGpMJr+7eCT+lHIumjmTWFaq1+GTjvlrP3TEmHHdN6ceMXUnJw0/rj9TzagghxPE+/PBDPPbYY9BoNOB5Hj4+PhgxYgRmz56N2bNnY8SIEfDx8QHP89BoNHj00Ufx8ccfCx12s0M5H0JIVfnFn0AhYt+gLkntAXGaDN6pGvAF5ZNP3LFgghDhEUIIITUa59kX+0uCmbEOHmWIy1hTwx6EEEKEQjkf56CcDyGEofsTErDftV8xyqA1yZD8Sxim3D0QHp4eAgVHCCGEXF/3dq2x/lw3GOzuq+nbdT2KS513jyMhhJAbc+V8DxWmOVD37t2hUJQXD3AcB57n8fbbb8NgMDj0POfOncPq1att5+A4DoMGDXLoOQipyfJf45CSXsiM3T2lH7p1aFnrfkcSr2HNodPMWK82LTFnaE/wPI+Xd+1AmdHIrH9v1Bj4yuUAgOMFaViVVH4T+Fedd8FPzHYqOWcMQ7/wd+p1TYTcDPvCtEKVcB3TChz8gTHYrmMaAOQ1ga5pwXK2YC7fUFbDlqSqYqMORiv7HBnq4I5pOWXsv0W4d8ML00LdtDDN/jU10F8JHy+5QNE0TTKRDKNavIsDWj9mXCm2YHH7/diScRbbMi8AAAZGtsKszl2Z7falpWDDpYu4rUcsRnRqw6z7+/gFHLiUWuv5588ciDat2GLBn9YdxeWrufW7IEKchXfyDxHEuXPn8Nprr4HneYSHh+OXX35BXl4edu/ejd9++w2//fYbdu/ejfz8fPz6669o0aIFeJ7Hq6++ivPnzwsdfrNCOR9CSIVC7TnESDKZsVSDAgfSouCVwkNUYgBfXIqI2HD0ubW7QFESQggh1/fGtIn4NqknzFU+x4k4oLtiLzK0mTXvSAhpOijn4xYo5+M8lPMhhFTgeSPMZd8xYzlmMUp5EU4eiIGoWI/Zz00UKDpCCCGkdmN9Z+K8nr3XbkhYLv7cHidQRISQOnF2vodyPoJw9XwPFaY5kFgsxrhx48DzlX+tV65cwZNPPumwcxQXF2Pu3Lkw2XWymTx5ssPOQUhN4s+kYc0/J5ix2OgQ3Dez9oRpmd6A1//Yzox5yiR4Z9ZYiEQc/rhwDvuvpTLrp3XsjFHR5TePa8xGvHxiA3gA97Y8g75eKmbbQosEkaG/guM4ENJYAv3Z4q2iYuEK0wod3DHNSyaDQsp2PMzVCF8EZl+Ylqejjmk3I1fPzuDGofrvsqGy1ey/RQvqmFZvKekFzDJ1S7u+WJ92yJM8hEyThBnv71OA6SGJeOvUZhQayp8bFw0ZhhAl+7z55r7dyC5T45Vpo+AllzHr3vhjB0q0+hrPLZNK8PITt0FcpVWrxWLF+19uhdFkbuilEUJIgyxduhQWiwXBwcE4fPgw7rrrLkil1TtZSyQS3HnnnTh8+DBCQkJgsViwdOlSASJuvijnQwipkFz4JnztuqV9k94V4vTybmkoVAE8jxnP3Q6RiNLvhBBCmhaRSARJdlec07H5wv6KIuzO3CRQVIQQQuxRzsd5KOdDCLHRbYKYz2OGEk1SGC1iXF4ZgTETukHpW33SX0IIIaQpuHPUcPx5LRZV3tZCxvEQ+X0Ns8UqXGCEEEJsXD3fQ9+MO9iDDz5o+/+KmY5WrFiBuXPnQqttWIebtLQ0jBgxAqdPn2YKcPz8/DBr1qwGHZuQGykt0+P9pf8yYzKpGK8tGA+pVFzrvos3xSFbxRYgPD1hKFoF+SG9pATv7t/DrAtVeuHVoSNsy5+c244MbTGiPVVYEHmO2dbEA+nSpxEgj6zHVRFy8/x9FcxyoRML0wK92XMXOLgwjeM4hCjtupM1iY5pbKFSvl74YrnmINeugC/QwwtSUe3P03WVXWZXVOZV98K36oVpji2eay7sO6bZd+YilaZF3oO/1b1gsJuxZVH0CciRhzcT/ilvb+0hx9sjbmG2URsNWLhzG0J8vfDsxKHMurySMny0YW+t5+7QNgxz7+jPjCVfK8CPfx6p9/UQQogj7N69GxzHYdGiRWjVqtUNt4+MjMSLL74Inuexa9cuJ0ToWijnQwjRmnIRJWJzU/lmGTZebQ/FVQ4SlQF8UTECwvwweu4wgaIkhBBCarfirruxMqNjtRuVvMxrUWamHCwhhDQFlPNxLsr5EEJ43gJT2bfMWIFFhCKrGKdOtIEl24h5r0wVKDpCCCHkxkQiDtKsscgws5M1T+5wBXuPXhIoKkIIIVW5er6HCtMcbOzYsRg8eLBtuSJp9dtvv6FDhw747bffqs2CdCOFhYV466230KlTJ5w9e9Y2zvM8OI7Dc889B6WSZmQhjeuz73Yir5AtInhkzrAbdnbZfzEFa4+cZcb6to3A7EHdYbFa8dyOrdDY/U28O2o0fOVyAEBcbhLWpJyAhLNiWaddkHHs3ejxxs7oFfJQfS+LkJsW6Mc+z6pKGvYlRF0E+7Dnzi91fNFYiII9R1PomBZiX5hmoI5pNyNXx3ZMC/P0cejxeZ5HThn7+Aj3rk/HNPYY7toxLbVax7RAgSJp+mQiGca1eht7ygKYcbmIx9cdd2N39gX8k1H+nmNs23aY0r4js92h9Gv45cwpTB/QFYNio5h1m05cxK6zSbWef970gWgbFcyM/frXUVxKyqnvJRHSqDjeuT9EGJmZmQCAQYNq72JdVUXOIisrq1FicmWU8yGEnM19HcFidmbRlVkdwWV4wDtVCxQVA1Yrpj41HjK7Tr2EEEJIU+HvpcSJi92QbmJnYh3pk4n9eXuFCYoQctMo5+MeKOfjXJTzIYTAsBMSaxozdMUkhcXK4fyKKPQf2AYBYf4CBUcIIYTcnJem3IV/iyKYsQCJGaczPxcoIkLIzXJ2vodyPsJw9XwPFaY1gmXLlsHT09O2XJG0ysjIwNy5cxEWFob7778fy5cvx/Hjx5GRkYHS0lKYTCYUFRUhNTUVu3fvxuLFi3H77bejRYsWePvtt6HT6WxJqorjdu/eHQsXLhTqUomb2BF3ETsPsLMm9OkWhenje9W6X4Fag9dWb2fGPGVSvD1rLEQiDt8nxCM+K5NZP7NTF9wS3RZAeXekRSc2AADebReHljIDs22yUYGeLX+uzyURUmcB/uwXA0Uq53UUC/Jmz12qM8BoNjv0HCFe7DnytE2hYxrbQUttMkBnrtuXPu4ox64wLdTTsQVfRTodDBb28RfmVbdzGM1mFJWxxZ3uWJhmNJmRnqVixm5U8O3u2nq1gdHzGaTa3TgVq1DjmaiTePf0Vltx5psjRiHMrhvkhwf3I6VYhbdmjYG33INZ9/banShU11x0LJWK8eqT4yAWV36Eslh5vPvlVhhNjn1OJoSQmyUWl3dFNdfhvaHFYgEAiESUEqoPyvkQ4r6MFjVaII4ZU1vE+OVKZyhSRJAV6MEXqqDw9sTER8YKFCUhhBByc5bcMgNr89swY75iC3ILfoCFtwgUFSGEkAqU83E+yvkQ4r54nodZzXZLK7GIkGsR49zlVjCmWvDQW9MFio4QQgi5eV6echw+NQglFvYzwe29j+NKSp5AURFCCKng6vmeph9hM9SpUyesXLnSllgCypNLFYkrlUqFH3/8EY8++igGDBiAqKgo+Pv7Qy6XIzg4GG3btsWYMWOwcOFCbN68GSaTyZaoqjgmz/MICwvDX3/9BYlEItSlEjeQnVeCxct3MmPeXnK88sRtEIm4GvYCrFYer67eXq3w4PlJQxER6IuL+Xn47PBBZl2kjy9eHTayfH+ex4vxf6HQoMGYwKuYGJDBbKu2cjB5L4ZCwt5wTkhjCfBVMMuqUi0sFmsNWztWkE/12fJqK56ojxAF+7eUVyZ8x7RgefVCpXw9dU27kVy9fWGaYzum5ZSx/wYijqvWce9GcourP77csTAtPUsFi5WdfqR1BHVMu5HbW87Av2XDobGy70PuDb+MtvI0vHRiAyy8FT4ecnw85jZmG73ZjOe2b0WQjxKLpo5g1hWV6fDuul3g+ZqnhGkXHYJ7pw9gxlIzCvHdbwcadE2EEFJfrVq1AgDs2rXrpvep2LZiX1I3lPMhxH0l5L6HlhL2S4I/8tvCnKmAV6oWKC4FzBZMfHgMvPxo1ntCCCFNW9+YNlh3vgeK7G5UGu1/BQmqU8IERQghxIZyPs5HOR9C3JjxEMSW88xQokkKK8/hzLI26Nw+BC1jwgUKjhBCCKmbl0bdh/1lwcxYW4UWGw9+L1BEhBBCKrh6vocK0xrJjBkz8MsvvzAzKgFs4upmf6omqoDyZFW7du2wZ88eREVFOfvSiBsxmy1463+bUaZlO5U9/9BoBAfWXkDw24EEHLyUyoyN6NwGMwZ2g8FsxrPbt8JkrSzq4QB8MuY2eMlkAIAVVw7icP5VBEnL8F7MUVT5E4CVB05YxqOT/y0Nuj5C6sK+Y5rVyqNErXPKuX08PSD9r1K+QoGDC9NC7Tqm5WqE75imlMigELNdkfL1whfMNXW5OrZwLPQ6BX4NkW1XmBasUFZ7fN5ITjF7DKWHDN6eHjVs7bpS0guZ5ZBAb3gp3e/3UFciToQZbd7GP2UtULWuT8QBS9rvw9miRKxILC9+H9IqCvO692T2P52bg2/jj2Fi744Y1aUts27n2SRsPsl2ibU3947+iI0OYcZ+3xiP+DNpDbgqQhoB7+QfIogxY8aA53l8+umnOHv27A23P3fuHD755BNwHIexY6mbT31RzocQ92O2GhBk2cyM6a0cvr7cC/IUMeS5evAFKkikYkxdMF6gKAkhhJC6ebD1bdipCmPGWkoNSEj/QaCICCE3hXI+boFyPsKgnA8h7sm+W5rGyiHLIkbStRbQXhbj4bdmCBQZIYQQUncdIiPw5/meMPDsZM+De25Ecalj7zckhDiQs/M9lPMRhKvne6gwrRHNnj0bJ0+eRO/evat1XqhIQt3MT4WKBNaDDz6IhIQExMbGOvuSiJtZseYQzl3OYsbGDuuIWwZ3qHW/y1n5+OwftnNIsI8Sb88cC47j8PmRg7hcWMCsf6h3X/RrGQEAOF2UgS8u7IEYVvzYdTuUIrYr1UlDKEZELK7vZRFSL34+CqZAEgCKip3zYY3jOAT5sB3b8ksdWzgWomQ7puVrhC8A4zgOQXZFVfkG6ph2I7m6xu2Ylm3XTS/cq+6Fb/aFaWF+7tn9MiWdfS1sHUnd0m5WsEcQovzfxhkD++VwoNSEj9rtxxcX9+BUUXm31YWDhiLaz5/Z7otjh3EuPw+vTx8NfyV7jPf/2lPtMVqVRCLGK0+Og1TCFmS+9+VWpxUsE0JIhaeffhoeHh4oKyvDkCFD8Omnn6KwsLDadoWFhfj0008xdOhQqNVqeHh44Omnn3Z+wC6Ecj6EuJdTeZ8jSsJO3LS5KBLaTC/4pOjBlZYBRiNGzxmGoJb0vp4QQkjzcN+wwViR2Atau670/X2P4po2XaCoCCGEAJTzERLlfAhxL7zxNMTmo8zYFZMUPDicXB6DVqFKtO/Ttoa9CSGEkKbpjvCZOKnzZcZ6BRThr52ba9iDEEKIM7h6vocK0xpZbGwsDh8+jBUrVqBHjx7MDEk3o2JbkUiEO+64A/v378eyZcugUChuvDMhDXD8dCp++YtNvrQM88NzD46udT+d0YSFv2yByWJhxt+781b4e3kiLi0Vy0/GM+s6BAXj6f6DAABqkx7PH18HM2/F++33I9qDvcE7yyxFdOhvEHH09EWcSyIWwc+uOKyo2HldxYK82Y5mBWoHF6Ypml7HNAAIlrMFS3k6Kky7kVw9W5gW5ujCNLVdUZlX3YvKcorZ4rYwP8d2dWsu7DumRVNhWp0MCh6Kk5ZZKLCw7wlG+udgSvBlPH98HdQmPTylUnw2dhzEVb4INlutePrfzZB7SPD6dLYDq1pnwCu/b4PFyhbGV9U2KhiPzBnKjOUXleGTb7ff9Pt8QhodzaTkFqKiorBs2TIAQFlZGV588UWEhoaiXbt2GDx4MIYMGYJ27dohNDQUL774IkpKSsBxHJYtW4ZWrVoJHH3zRzkfQtwDz1ugNK6GqMo9+2Ye+PxyP8iviOCZo4c1vwgcx2HGC5OFC5QQQgiph27mQYjXsDcqdfIoxd7UXwWKiBByQ5TzcQuU8xEW5XwIcR+Wsm+YZb2VwzWzBGl5QSg5LcdDr00RJjBCCCGkAaYOGIzf0zrCWuXtq4QDgsK/hdlS870whBABUcc0t+Dq+R6q7HACsViM+fPn48SJEzh06BDeeOMNjB07Fj4+PkwCy/4nMjISs2bNwpIlS3D16lWsXbsWQ4YMEfpyiBsoKtbgnS+2oGpeVSIR4a1nJkKp8Kh138Wb9uNqbhEzdu+I3hgYG4V8jQbPbt/KrJOJxPhs7Dh4SCTgeR5vntqMDG0xpoVewsSATGZbnZVDnsfrCPaMbNgFElJPAb7slwWFTixMC/S2O7eDO6aF2hUXqY0G6Ewmh56jPkLsO6bphe/k1pRpzEaoTews/iFyxxam5ZSxhWnh3o7omOauhWlsx7Q2rYIEiqT5uivqafxV2hEmuw/Lr0THQ2xNwxsJ/4DneXQPC8djffsz26QUq/Dmvt0Y3a0dJvRiu8EeS0rHyj1sIb29GRN6o2/3KGZs75Er2Lz7XP0viBBC6uGee+7Bxo0bER4eDp7nYbVakZycjCNHjuDw4cNITk6G1WoFz/No0aIFNm3ahLlz5wodtsugnA8hru90wQ9oK2U7pu8tCUPhNV/4pBkAtQbQ6TFoch+06tBSoCgJIYSQ+vl4+h1YkdKVya2IOKCVdBPUJpokjBBChEQ5H2FRzocQ18ebEiEy7mbGkkxSWMHhxKpYBHmK0GdMd4GiI4QQQuqP4zi00NyCRCN7v+HIqAzsPnhSoKgIIYQArp3vkQgdgLsZMGAABgwYYFsuKSmBSqWCSqWCTqeDj48P/P394e/vT7MlEUFYrTze/WIriorZG24enTMMHWLCat1397lkrDl0hhnrGBGCp8YNhpXn8ez2LSjUscd9YfBQdAgKBgCsTzuFLRnn0F5RiFej2TfAVh44bBqJ0S1m1ffSCGmwAH8lkq9VFpII2zFNW8OW9ROirN71Kk+jQZSfn0PPU1f2HdOoMK12ebrSamOhno4t+sq2L0zzanhhWqgbFqYZjGZk5hQzY9GRVJhWVwqJAiNafoR9eXMw2qvYNu4h4rG8025MPqXE+rS2mNa6J57oOwD70lJxJjfHtt26i+cxKKIVFk0diRNXM5nH5tJ/D6FvTCS6R4Vf99wiEYdXnhiHec+uQom6ssPrkh92o3vHCES28Hf8BRNCSA0mTJiA1NRU/PXXX9i5cyfOnTuHoqLyCUMCAgLQpUsXjB49GlOmTIFUKhU4WtdFOR9CXA/P8+C0yyGpMk+TlQc+SuwHeaIYntllsOaXP9/OXDhFmCAJIYSQBhCLRNCk90Vi7HF0lutt4wO8CrAjczMmtZ4tYHSEEEIo59M0UM6HENdkLVsGrsqykQdSzRJkq/yQH+eNl96YBI7jatyfEEIIacqev+0ufHL6Lyxqed42phDxyNJ+CGCtcIERQghx2XwPFaYJzNfXF76+vmjdurXQoRACAPh943EcO53KjA3q3QYzJ/audb8clRpvrNnOjHnKJPjo7nGQSsT46vhRHEy/xqwf1boN7uvRCwCQVJqP985shUJkxPLOuyDj2NYnR/VhGBG1tJ5XRYhjBPixxWHOLUxjv8QoUDv23F4yGRRSKbRVuqTlasqaQGEaW7CUp6dZemuTY1eY5iOVQyGROfYcZWxxoCMK08LdsDDtWmYRrFb2ta51RKBA0TRv7X1icb7kKaSYPkC0tPI5LNJDi/diDuK1M57oGRiJNt5B+OK2CZj4+88oMxpt2722dye6z56DD+++Dfd9vRbW/1rGWqw8XvxlC/58dg68Pa/fMTYowAsvPjoWL3/8t21Mpzfh7S8245t374REIm6kqybkxuzeThM3IJFIMGPGDMyYMUPoUMh/KOdDSPN3qfgfxMpKmLF4TQAyrgYjJM0ATqMHX6ZBj1Fd0GlArEBREkIIIQ3z413z8M7JPfiwTQIq7ruVcTys2h9gtk6HRERfJxPSlFDOx/1QzqfpoZwPIc0fb74GXv8PqtadXTVJYQaH47+1h68EGDFjoHABEkIIIQ0kk0iQndof2aGJCJdU3kszrvMFXEzKQseYFgJGRwixR/ke9+OK+R6R0AEQQpqOc4lZWP7bAWYsKMALix6/rdZZgEwWC57/eTOKtXpm/KUpIxEdEoD4rEz878hBZl2Y0gsfj7kVHMdBazbi6WN/QGcxYnmXHQiq8kYYAJKNcsSE/UZffhLBBVYrTHNs17LaBPvYdUwrdXxRnH3XtHyN8wrvalK9YxoVptUm1+73E+rp49Dj8zxfvWOad8ML08LcsDAtJb2AWQ4L9oHC07FFhO5kcsSd2Fw2FKVW9v3KuMAMTAg6j+eOr4XBYkYrXz+8P2oMs43WZMKCfzejS6swPDymP7Mus6gU76zbBZ6v+dP/sP7tcPuYbszYxSs5WLHmUAOvihBCCCGECE1d+gk87FJiH1+u6JamB19QPnPd3a9MEyA6QgghxDF8PD1x4kJvpJvZmVeH+6bjeMExgaIihBBCCCGk8fCa7yCqcvevmQeSTVIUqr2QtcMf858dR93SCCGENHtvjH0I20taMmPBUjN2nXpPoIgIIYS4MipMI4QAANQaPd76/B9YLFbbmEjE4fUF4+Hvq6hlT2DJ5oM4nZbNjI3p1g5T+3WGSqfDgn83w1Llhm4Rx+F/t01AgKcCPM/jrVObkawuwPOtj6Gnspg5TrFFhELPdxHqGdHwiySkgfz92L8FZ3ZMC/S2K0xTO74oLkTBniNXU1bDls4TYtcxLV8vfExNWa5dx7RQuWMLvop0OhgtFmYszMurhq2vT2swolRnYI/h746FaYXMcnQkdUtrCDEnxp1t3sVfpVEw29WQvRodD7PxEhaf3wkAmBjbAbM6d2W2OZ+fh48OxeGh0f3RszU7K9TWhMvYGH+h1vM/ee8IRLbwZ8Z+Xn8URxJS6nlFhBDSMGazGfn5+cjPz4fZbBY6HEIIaZZSSo+iozSXGbuo88b5pBbwSTGA0xrAF5ei08BYdB/RWaAoCSGEEMf4evxcrM2NZsZ8xBakZX8pUESEEEKuh3I+hBDScLwlGxbtOmYsxSSFCRwOr+kEb1hx69yhAkVHCCGEOE6wdwD2nu8NtZUtFRjd86BT73skhBBSO1fJ91BhGiEEPM/j42+2IzuPLWiYN30AenVpVeu+e84lY9W+E8xYRKAv3po5Blaex9PbNlfrrvNUv4Ho17K80GxtWgI2pp/BiIBUzAtLYrYz8sBB8zQMCL69vpdGiENV75jmvA9oQfYd09SaWjv41EeIF3uOPK3wH0CD7QqrSkw6GC3N941XY6tWmObgjmn2z+cijqvWae+Gx1BV73pHHdOA6MgggSJxHcEeQegW8j72a9nHvZTjsazTbqxLOYAdWRcBAK8PG4kY/wBmux9PncTetKv48O5x8Pb0YNa9t34PUvNVNZ7bUy7DG09PgETCfrx6Z8kW5BaU1rAXIY2Md/IPEdyFCxfw1FNPoVOnTpDL5QgLC0NYWBjkcjk6duyIJ598EufOnRM6TEIIaTYyi96EUsS+yH2W3AvySxJ45ujB55dPNnHXy3fQDNqEEEKavQ4tw7HhXF8UWtjcxtCAc0gpo4l3CGlSKOfjdijnQwghjsWXfQ0xV3nPgYUHkswS5JX6IOOfQMx9fDREIrqlkhBCiGt4ddAjOFAWzIy1U2jx27avBIqIEHJdzs73UM5HcK6Y76FPUYQQ/Ln5JPYcTmTGenSKwLzpA2vdLy1fhVd+38aMScViLL5nArw9PfC/o4cQdy2NWT+gZSQe79sfAHC+OBvvnt6CFjI1Pml3GCK7e3h2aztifKu363lVhDheQLXCNMd3LatJkDfbrc1otlTrOtVQoXYFRnllwncnC5ZXL3qirmk1y9WxRV9hDi5My7ErTAtRKCGpY1I+u5g9RoCXJ+RSSYNja26qdUxrRYVpjtA7oA/yxA8jyShjxsNkenwSux8vn9iAtLIieEql+GLcRHiI2cfewp3bwEk5vDljNDOuM5rwwk+boTfVXBjboW0YHps7nBkrUevw5mf/wGy21LAXIYQ0nNVqxXPPPYfu3bvjq6++wqVLl2C1WsHzPHieh9VqxeXLl/H111+jZ8+eeOaZZ2C1Wm98YEIIcWPpZZfQScrehJ9hlOPAhTbwTa3slta2R2v0G99LoCgJIYQQx3qh2xRsL2I7yYdLDTiSvFSgiAghxL1RzocQQhyPN1+DVbuWGUszS2DgRTiwuguUvAWTHhwlUHSEEEKI47WLiMLacz1gqlKEwnFAzy7rYazlHhhCCCGNw5XzPe53F3ADFRYWYvbs2bBY2JtL77zzTjz44IONcs6ioiLce++9KLMrEJg9ezYeeuihRjkncR8J59Px1aq9zJiPlxyvPz0BEnHNxQZagxFP/7gJaj1bGPPilOHoFBGKnVeT8NXxo8y6YIUS/7ttPMQiEVQGLRYc/QM8b8DKrtuhELFPmif0fhgUuQpiTtywCyTEgewL00rUOphMFkiljf84DbbrmAYABaUa+CrkDjtHiJI9R65G+I5pPlI5PEQSGKyVH4Tz9Gq0VPoJF1QTlqtnOzOFyB3biSxLzRaVhXvX/fhZKjbGcH/HFs81B3qDCVm5xcxYdGSgMMG4oJmt5mPp5VOYK94Ff3Hl+4sR/jmYGnwKTx/7A78Pvx8dgoLx2rAReHXPTts2xXo9nt62Gb/eMRPTBnTBuiOVs45cysrHh3/twZszx9R47hkTeuHUhQzsP3rFNnb2chaW/3YAj90zvMb9CHE4HuAc3Fn1Zs5JhHHXXXfhzz//tHXT7dy5M/r164fQ0FAAQG5uLo4fP45z587BYrHgiy++QFZWFtasWSNk2E0S5XwIIRWuFLyCEXI2V7U0pTvkl6SQ55RQtzRCCCEuaXKv7hi1pjduH5rJdA3t7rsHJaYS+Ep9BYyOEAKAcj5uhnI+jkM5H0JIBb7sK4i4yucCCw9cNkmRXeKH/H/9MG/+QIjFdJ8SIYQQ13J/q/lI0B1BP0WJbaxPQBF+3/oX5t0+Q8DICCEAhMn3/Hde4nyunO+hwrQ6evfdd7Fr1y7mhoMhQ4Zg/vz5jXbOgIAAPPTQQ5g8ebJtjOd5JCQkYPr06QgICGi0cxPXlleoxuuLN8FiZV9dXnlyHEICay424Hker63ZjqQcttvLuB7tMXNgN6QUq/Ds9q3MOolIhKXjJyJE6QULb8XC+PXI1BZjacc9iJDpmW0zTVL4+H8HP5lfwy6QEAcL8FNUG1OVamv9e3EUmUQCP4UcxdrKv5e80jK0DXNcMUuIXce0fI3wnck4jkOw3AsZ2mLbWL5eXfMObi5XxxZ9ObpjWrZdx7Qwr7o/9nNUdsVtfo3/99PUpGYUgrebiah1BBWmOYpEJMHdbd7C+qvJuMfvKqRV7hN+PioBd58NwTuntuC93pNxZ5duOJh+DVuTKjvHHs/KxNJjR/Di5BE4lZKF5Nwi27p1R8+hV5uWuL1Pp+uem+M4LHr8VlxJyUN2XmVC77e/j6NbxwgM6dvW8RdMCHFrq1evxh9//AGO49C9e3csX74cffv2ve62x48fxyOPPIKEhASsXbsWq1evxuzZs50ccdNGOR9CCABk61LQSXKBGSs0S7HxdCeEpJR3S7MWl6J150gMuaO/QFESQgghjeM23zE4rD6A0b6V3/+09yjDP8k/Y3KHJwSMjBBC3AvlfByLcj6EEADgzcng9X+j6hRDV//rlnZwXSd4mM2YtWCcYPERQgghjWVIn1546t8u6Nv9ICreEks5wC/8G1it0yES0QR8hBDiDK6e76m5HRKpJiUlBd988w04jrO1ywsICMDvv/8OiaRxa/wmTpyI5557zlYdCQClpaV47733GvW8xHUZTWa8+slGqEq0zPj8GQMxuE/tN02v3BOP7aevMGPtwoPw5swx0JnNeHTzRpQZjcz6l4cMR98WEQCAry7uw4G8ZDwSeRIj/fKY7TRWDlckL6C9b/f6XhohjcbHyxNiu06CRcXO6yoWZNc1Lb/UsecOUTS9jmkAEGpXXJVLhWnXZbRaUGhg/83sf3cNlWM3q2N4PQrTqGMakJLOFnaHh/hC7iEVKBrXFOwRhD5hH2CPhp3JW8IBX3Xcg52ZR7E29SQ4jsMHt4xBS2/2cbj0+BGczsvBZ/MmwlPG/tu8s3YXrmQX1Hhub6Uc7zw/CVIJO5vie0u3MsVqhBDiCMuXLwcAxMbG4sCBAzUmrACgb9++2L9/P9q3bw+e57Fs2TJnhdksUM6HEFLhdM6rCJGws+j/kN4RHpekkOfoweeVv5+/+9VpEIkovU4IIcS1vHDrGHxzpSdMdpMqBYt/hclqEi4wQghxM5TzcRzK+RBCKvBlX4KD1bZs5oErRhmyS31RsMUPk2f3h1hC3dIIIYS4pkHGGUgyspPyj2yZiS37DgsUESGEuB9Xz/fQN+d18Omnn8JYpdiG4zh8/vnnaNGihVPO/9577yE2NtZ2bp7n8c0330ClUjnl/MS1LPlhDy5cyWbGBvaKxvyZg2rd79DlNCzZcpAZ8/b0wJJ7J8FTJsGiXduRWMjerH17+w6Y170nAGBPdiK+ubwfIwPS8HjLi8x2Fh7YYxiNkWHz6ntZhDQqkYhDgC/7Ac2ZhWkhPmxHs7wSx3Y0C/Vij682GqAzCX+zQYicLX6y7wpGyuXr1dW6Kzu6MC1bbd8xzauGLWs5RrFdxzR/9+uYlpLOvk5GRwYJFIlr6+nfExqPJ3HRKGPGg6RGfN5+H945vRkXirPh4yHHF7dNgLjKTKlWnscz27bA21uON2aMZvbXm8x4dtU/0OjZIvyqOrQNw5PzRzBj6jI9Xvt0IwwG4Z9XiZvgnfxDBHH69GlwHIcXX3wRSqXyhtsrlUq8+OKLtn1JJcr5EEIAIE+XgU6SBGZMbRHj55M94Xu1vFsaX1KKVh1bYuj0AQJFSQghhDQejuMQqh6Cczo279fbqxAH0rcKFBUhhEE5H7dAOR/HoZwPIQQAeHMSoN/CjCWbpDCCw8G/ukJmtOCeFycJFB0hhBDS+GZOvA1rUtsxY14iHnn4QKCICCEMZ+d7KOcjCFfP91Bh2k0ymUxYs2aNLVHEcRz69euHOXPmOC0GqVSKzz77jJlNyWAwYM2aNU6LgbiGTTvP4O/t7BNUi1BfvLZgQq1teTOLSrDwly2wVnkMchzw8ZzxiAzyw4+nE7Ap8RKzT/vAILw/aiw4jkNqWSFePLEeMZ4qfNruIOxPtU/bGrdFfQ6Oo9bApOny92PfDBSptDVs6XjBvo3cMU1Zvcgorwl0TbMvTMujjmnXZV+w5yGSwFcqd+g5csrY330L77oXlWXbd0zzc7/CtFS7jmnRkYECReL6pkbMwV7drSi0sB97Bvjm48GWJ/H0sT9RatSjZ3gLPDdwCLNNrqYMT239B2O7t8PMgd2Ydan5Krz1507mfXm1c9/aA7cMbs+MXUrOxafLa9+PEELqouKmmm7dut1gy0oV25qawAQETQXlfAghFY7lvI4IqZkZ+z07BuLzHpDn6sHnlU8ycfcr0yAW0wzahBBCXNOXM2dheWpXWKukL6QcYNT8j3IahBDiJJTzcQzK+RBCKvBlbHcBEw8kmaTILvVD/mZf3Hp7D0hlUoGiI4QQQhqfSCSCX9pU5JrZ17sJ7ZJw9NRlgaIihBD34ur5HipMu0lbt25FUVERM/bKK684PY7x48ejV69etqQZAKxatcrpcZDm6/TFDCz+bicz5iGT4P2FU+DjVXMBg85owtMrN6FEq2fGn7htEIZ0aI39aal4P24vs85b5oFvJtwOhVSKUqMejx3+HSJrKVZ22Q65iP3y8pTeG91a/gKZiO1qQkhTE+jHdkwrFLBjmqML07xkMiik7IfPXI1ju7LVR6inXWGajgrTrifX7vcS6unj0EJfK88jp4x9PIR71a2ozGyxVuv0F+7v2K5uzQF1THMeESfC3DZv4q/SWBjs7pt6pOV5tJaexaITG2DleTzUuy+GtopitjmamYEPD+7HwsnD0TEihFm39dRlrD5Y80wkHMdh4SNjERHuz+639zzWbkmoYS9CHIfjnftDhBEVVf68VVJSctP7lJaWMvsSyvkQQsoV6HPQSXKUGdNbOSw/3re8W5pGD75EjYjYcAyfNUigKAkhhJDGJxWLkZ82ECkmD2Z8sF8WTuYeESgqQkgFyvm4B8r5OAblfAghAMCb08Hr/2HGrpqkMIHD/g1dIdWb8dAbdwgUHSGEEOI8j981C3/ntGbGgiUWHM16S5iACCE2zs73UM5HGK6e76HCtJu0fv16ZjkqKgoTJ04UJJYnnnjC9v88z+PYsWPIyMgQJBbSvOQWlOLVTzbCbLYy4y8+ditiWgfXuB/P83h77U5cyspnxkd1aYsHRvXDlcJCPLF1Eyx2M2V+dus4tPbzh9lqxXPH1yJdk4+fum1FgISdefqaSQqR91KEyNkbvglpigLsOqapSpxXmBbsY98xzfFFY/Zd0/KbQsc0T7ZwKZc6pl2Xfcc0+4K+hirS6WC0WpixsDoWpuWXlsFiZV8rwv3dq2OaVmdEdh77b9WmFRWmNSYfqTdGtvwU28sCUfWtiogDPmsfh8uqeKy4chAijsPiseMR7sU+D648dRL/Xr2CxfdMgLecvSHr47/34Xhyze/DlQoPvL9wMjzlbNHv0h/34OTZaw2/OEKI25s2bRp4nse6detuep+1a9eC4zhMnTq1ESNrXijnQwgBgCM5b6OVhJ1p7q+8aFjOKCDP1cP6X7e0u6hbGiGEEDewYvZcrMpgO8ErRFak5X4gUESEEOJeKOfjGJTzIYQAAK9ZAQ6V33ObeSDZJEVGiT8Kt/phxOhO8JDTJNqEEEJcn1gihurcZKgtbOnA1C6nkZyWK1BUhBDiPlw930OFaTfp2LFj4DjONoPR7NmzBYtl2rRp8PBgb4o9evRoDVs3rrS0NDz33HPo0KEDlEolAgIC0LdvX3zyySfQarUNOrZWq8X69evx6KOPom/fvvD394dUKkVgYCAGDhyIN998Ezk5OQ66EtenN5iw6KO/oSph/13uvL0Pxg7tWOu+vx04hX9OXGLGokMC8N6dt0Kl1+GBTX+h7L/2khWe7DcAt0S3BQB8em4HDuQlYUmHXYiRs0UuKosIF0XPoUfgwPpeGiFOZV+YVqgSsjDN8ecOUbDnaBId0+T2HdNKwfM0ZYO9XD1b7BTm6dhOZNllbEGgmOMQolTWsHUNx1Cxx5BLJfBXejY4tuYkNaOQWRaJOLRqGSBQNO6jnU8sPL1exSkD+3hTiKz4ofMOLLu4HQfzkhGkUODrCZMhs7vReNGu7VBbjXhn9lhm3Gy14rlV/yCzqOZZTNq0CsKrT41nxixWHq9/tgk5eTc/+wkhhFzPs88+izZt2mDZsmX4448/brj92rVrsWzZMkRHR+P55593QoTNA+V8CCHFxkK0E+2HqErTaSPP4YujA8q7pZXpgNIytIgJw6g7hwgXKCGEEOIk/p5KHL80CNlmCTM+PCgJ54vOCRQVIYS4D8r5OAblfAghvCUPVt1aZizVLIERHPau6w6p1oTH35spUHSEEEKI8z1/13xsLYxgxlrKTNiY8KpAERFCiPtw9XwPFabdBLVajcuXLzNjY8eOrWHrxuft7Y0BAwYwN+UfP37c6XFs2rQJ3bp1w2effYbLly9Dq9VCpVIhPj4eCxcuRM+ePZGUlFSvY585cwahoaGYNm0avv32W8THx6O4uBhmsxlFRUU4cuQI3nrrLbRv3x5r1qxx8JW5Hp7n8cFX25B4lZ3VoH/P1nhkzrBa9z2enIFPNu5jxpQeMvzv3kmQSsR4ZPPfSP8/e/cdHkX19QH8O9uy2eym90pCr1IEpQtI7x3FDjasqD8FFAVFERUVFRUBxQaIgPTee+8dQkJ6r9vbvH/wErizCRqy2Ul2z+d59nnYO3dnzoRky9k595SwF1X3r98Arz3QAQCwPPkEfk08hNfjjuEh/xxmntHOYatpMPpEPn2vp0aIywkL0wqKqlaEWxkhfmwXn5xindMLtELV7Pnl6GtAxzRBYZreZoHWahIpmpory8AWfYUpnVuYllXK7j/UxwdSSeXeSmYUCorn/DXgOK6C2e4pKTWPuR8Z5g8vhayC2cSZeob3w0nbWKRZ2J93tJcBXzTciTeP/I1UXSHuCwvHhw/1YOYYrVa8uH4N2tSPwrjubZlthToDXv15DfQmtrvGnbo+UB9Pj2SL8ItKDJjy2WoY7/I4QqqEd/GNiMLPzw/btm1D69at8cgjj2DIkCFYtWoV0tPTYbFYYLVakZ6ejlWrVmHo0KEYPXo0Wrduje3bt8PPz0/s8GsEyvkQQgBgb8bHSJCziy6tz42B8ZQaypw7uqVNGQapjLqlEUII8Qw/D3saK3LqMGMBUitOJH0sTkCEkJso5+MRKOdTdZTzIYQAAK/7BRLczvnYeeCaRY6kgmCUbNXgwfZ14aNWihghIYQQ4lpyhRznTgyAwc5erzWw1SHk5JVU8ChCSLVzdb6Hcj6icPd8D10F+x+cPn26bAUlAJBIJHjwwQdFjal9+/bYvXt3WUwnTpxw6fFPnjyJ0aNHw2AwQK1WY/LkyejWrRsMBgOWLl2K+fPn48qVK+jfvz+OHTsGjUbz7zu9Q0lJCbTam116OnbsiAEDBuD+++9HUFAQcnNzsXLlSsyfPx8lJSUYO3YsfH190bdv3+o4Vbfwxz9HsH0/2/EsOiIAH7w+AFJpxUUFWUWleOu39bDZ2VegTx7tg/jQALy5ZSOOZ2Yw2+4LC8fnPftAwnE4mncDH55aj4GhVzAu4gozz8YDa7StMKzeDI8rSiC1W6C/irmfX+S6wq1QQcc0i82GEoMJfirnJUrDfATFb1rxO6aFeju+hmQbSqGRU4L4TjkGNjkQVs7PrSqEHdMi1JXff1YRu4/IAOcWz9UGSalsx7T4mCCRIvE8HMfhifiJmHc5EY/77YKv5Pb7my7+2Xg07DBeOuSHJV3HYVTT5jiTk43FZ0+XzUktKcZrm9Zj/oAhuJqZhz0Xk8q2XcnMw3tLN2P2E/0rfF/z9KgOuJKUg/3HEm8/LikHn36/GR+8XvHjCCHkbqR3dHjkeR5r167F2rVrK5zP8zyOHTuGhISECudwHAer1erUOGsyyvkQQkosRUjgtkJ6x9sxGw98dbjDzW5ppXrwpTqEx4eix9jO4gVKCCGEuFiUfwDWnO6Mx8Kuw19qLxt/KPQcrpZcRX3f+iJGRwgh7o1yPlVHOR9CCG8vhF2/mFm1P8Uqg5GXYPffLSHXWzDxM/E6KRJCCCFieW/0i9iStAoDAm9f+5vgZcI3ez/C60M/FzEyQghxb+6e76GOaf9BdjbbZSoqKgpKpbgXwzds2LDs3zzPIysry6XHf+2112AwGCCTybBlyxZMmTIF7du3R/fu3fHTTz/hs88+AwBcuXIFs2fPrvT+JRIJRo0ahfPnz2Pfvn2YNGkSHn74YbRq1Qq9evXCjz/+iJUrV4LjONhsNrzyyitO7xrkLg4cT8RPi/cyYz4qBWZNGgLfu6z6ozdZ8OrPa1CgZbtBPffwA+jerC6+P3YYqy5fZLZFqDX4acAQKGVypOkK8drhZWimycCHCUchEVxrvUUXjT515kEhkVftBAlxsSBBx7TCYtcVpgVrfBzGcoqdWzgW6sMeI1snfsc0pVQOP7k3M5ZjLK1gtufKMgoL05xb9CUsTAu/h8I0Yce0iADnFs/VBsKOafExwSJF4pkUEjkerzsLK4rrwyJ46zgh+jzCuBOYcnwVeJ7H+126oXV4BDNnb8oNfH5wHz4d2xfxoYHMtq1nrmLetsMVHlsi4fD+a/0QF8U+btu+S/h52YGqnRghxGPxPF92E94v7/Zf5njaZ2vK+RBC9mR8hvoKtiv3toIoaI/7wjvHCHv27W5pMjmt80YIIcSzfNf3KWwsiGTGouQm7Lz0mUgREUKIZ6CcT9VRzocQwut+hwSG2/d54IpFjqu54dDv9ka7B+LhG6C+yx4IIYQQ96T09sKeo71h4tmLenvetxVanamCRxFCCKkqd8/30Dfp/0FhYWHZvzmOQ2Rk5F1mu4YwhjtjrG5HjhzB3r03C53GjRuH9u3bO8x588038csvv+DixYuYM2cO3n33Xcjl/70AqUOHDujQocNd5wwePBjDhg3DihUrkJiYiJMnT6J169aVOxk3l5yWj+lfr8edzzkcB0x7fQDioivu0GK385i8eCMupucw450a1cGE3g9iw9XLmH1wP7PNRy7HgkFDEeLjA63FhAmHlkItycSPjXdCIShKO2LwRZPwhfBX1Py2koQIBQawhVs6vRlGkwVKr+ovspTLpAjw8Uah7nbyNLdEh/oRzitsCRV0TMvVid8xDbjZ/avYcvu8hd3BPJ2d55FjYAvHwpTVW5gWUcluqACQWSjYB3VMo45pIvBX+KNb9LfYmv0o+qlv/39IOGBOo70YflqDeVfC8ULDLpjbbxAGLf0DufrbRboLTx5HQkAgvnlmEB79eglKjbeTcnM3HUT98GD0aF6v3GP7qLww850heHbSH9DpzWXjvyw7iMgwf/R9qGk1nDHxVFzNyTuQavTBBx+IHUKtRzkfQjybzqJFDNZDdkfuys4Dnx9sD9/rJqBYC+j0CIsLwcOPdxEvUEIIIUQkjcIj8PqWThj88F9Q3dF9vkf4EVwvTUKCJl7E6AjxTJTz8QyU86k6yvkQ4tl4uxY23a+Q3jGWZpNCZ5dg918tIddaMPGzR0SLjxBCCBHb9OGvYX/GOnT3zS0ba+itx7zts/HSoCkiRkaIZ6J8j2dw93wPFab9B0VFRcx9tVr81VJ8BB1tXJmwWrVqVdm/n3766XLnSCQSPPHEE5g8eTKKioqwc+dO9OrVy+mxdOvWDStWrAAAJCYmUmHaHUq0Rkz6dBVz0TMAPD+2M9q3qbilIwDM2bAPO84lMmN1QgLw6di+OJeTjTe3bGK2STgOc/oMQOPgEFjsNrx+5G9k61KwtvVmqCV2Zm6i2QtSzbeIV9OXlaR2CvRz7FpWUKRDZJi/S44f4uvDFKY5vWOaquZ1TANudv+6UnK7WDabOqYxCkw6WHn2+Tbc2R3TSqveMS3Twzum6fQm5OSxP8eEWOqYJoYETTyyTbNwSvsKWipvP6cqJXYsarYFQ04p0dA3HN0iGmBuv4EYu3IZLPbbf2Pv79yGXwYPx+eP98OEBatgv2MVgMmLN+G3l0ehUVRouceOjQrEtNcH4J1P/4Hdfvtxs37YjPAQX7RqGlMNZ0wIcVfunrRyBcr5EOLZdmZ+iZ4KAzO2rygMBUcDEZZTXNYt7ZHJQyFXVP+CNIQQQkhN9GHnZ7CnZDv6+N++UCleYcDCC58i4YF5IkZGCCHui3I+VUc5H0I8nGEppGC/l71iVuBidhTMB+To3D4G/kGe9V01IYQQcicftQobDvdA54eXQv7/i/dJOODBxithtrwNhZzKCwghxNncPd8jETuA2sBsZgt7bDabSJFUHIMwxuq0b98+ADeTZm3atKlwXteuXcv+vX///grnVYXJdLtDhVQqvctMz2Kz2THtq3VIy2QTmT07N8bYIe3u+thVR87j553HmDFfby98N24wtDYznl23Ciabldk+pVNXdI9PAM/z+PDUehzJvYw/W2xEsMzCzMuxypAs/wBtgx277BFSW/ioFFAo2A9eBUV6lx0/xE/Q0azEuYVjYYIvZUrNJhgslgpmu06Iko0rmzqmMYQ/DynHIUjpWERZFVlatggyopKFaTzPI7PIszumCbulSSUcYiIDRIqGtA/ugiTpK0izsM/pIXIzfmqyFZOPL8OVkhzcHxmFT3qwCyzYeB4vbViL8FAN3hjQmdlmMFvw0sLVdy0cbt8mAa89050Zs1rtmPLZaqSkF1TxzAj5f7yLb4TUUpTzIcRzGawGhNtXln3hCgA8D8w63AF+141AUSlgMCIkJgi9nnpItDgJIYQQsbWLr4PvT3SC0c4x490jDuGGNkWkqAjxYJTzIeQ/oZwPIZ6L502wlC5gxjKtUhTbpdi9tAXkJSZM/Jy6pRFCCCHvD/ofjunY65ZaqEvwx/aFIkVEiAdzdb6Hcj6kGlBh2n+gUqnK/s3zPEpLxe/SIozB29vbZce+ePEiAKBevXqQySquim/UqJHDY5xt9+7dZf9u3LhxtRyjNvrhjz04ciqZGWtYNwyTXuwFjuPKfxCA49fTMH35NmZMJpHgq6cGIsjPB8+uXYU8PVuA80izFni65c1OdQuu7MfyGycwv+kWJCjZeSU2CfbbnkPPiBFVODNCxMdxHIL8VcxYQZHruoqF+rLFRs4uTAv1cVwtMKcGdE0LU7IFTDnUMY0h7CAXotRAyjnvbZ6d55GlZY8RqalcYVqJwQS9iS1yjPD3rFXoklLzmPvREQG0wpDIhkY/g63G/iiysX8vTX2KMTV+B1448AdyDKUY3rgpXryfLe4vNZswfu0qDGjXGIPub8JsyynW4uWfVzv8zt9peN9WGDWAXeShVGvEWx+vQGGx6wqeCSGei+cp0whQzocQT7Yr61s082Lfdx0rDULmoWAoc42w5/x/t7RJ1C2NEEIIeaPlM9hdEsyMxSsM2HZupkgREUIIqQjlfG6inA8hHsywHDKwC0FetshxNiMG9qMydO7aAL4B4ndRJIQQQsTm76fB8mNdYLvjI4SUAxrW+Rl2O32uIISQmqQ25HuoMO0/8PVlL4ZPSRF/9T9hDH5+fi45rtFoRF7ezYsyoqOj7zo3ICAAPj43CyhSU1OdHsvp06exfv16AEDz5s3vqTAtLS3trje73e7ssKvdP5tOYekatuNZoL8KM98ZAi+vii+iSc0vwuu/rIXVxp7zu8O7o1V8JF7ZuA6X8nKZbR1jYjGta3dwHIf1aefw5YXtmNlgD9pq2E5tRjuHDcaBGBr7ahXPjpCaIcCPLQ5zZWFaiK+wY1rFHXnuhVqhgErOPldk65x7jHsR5s0WMFFhGitL0DFNWMhXVfkGPSyC18RwdeWS9ZmFbIwcB4T5e1bCX9gxLT4mSKRIyC0SToKxCR9hZel9MAhW/e4blIZBQfvw4qEl0FnNeLN9J/SpW5+Zc6O4CBM2rMHkYV3ROiGK2XYxLQeT/twI213eT770RFd0aluXGcvILsaUWatguktRGyGE3DJ9+vR7+tyalJSEzp07//tED0A5H0I8k8lmQpBlKRSC9ZtmHukAv6smoLAUMJoQEh2E3oJOt4QQQogn6t6kIb495dg1rVvkAaTp0kWKihBC3BflfKqOcj6EeCaeN8Nc8iMzlmOTIM8mx54lLaAoMuKVmaNFio4QQgiped7t+S5OG9j3zm39CrF8z3KRIiKEEPfl7vkeKkz7D2JjY5n7ubm5KCgoqGC2a1y4cKHs3xzHOcRYXe5cwUn9Hy5Iv1WYptU6t6jBZDJh/PjxsNlsAICPP/74nvYTExNz11txcbEzw652+44m4quF25kxuUyKj/83GKFBFXelKdYb8fLC1SjSG5nxx7u0xvAHmuHdnVux+0YSs61uQCDm9hsIuVSKo3k3MPn4KrwUcxyDgtKYeVYeWK17ACPiP4HEid17CBFTkD9bmJbv0sI09tg5Tu6YBjh2TcupAYVpoYJCq2wDFabdKUdYmObt3E5kmYIVHKUchxCVTwWzK9hHoaCrm68acqm0yrHVJsKOafExwRXMJK6klCoxuM53WKeNglWwsMgr0ecQLT2IN48sh53nMbtXXzQPDWPmHM1Ix3u7tuOrJwcgNtif2bbzfCK+Xr+vwmNLpRJ88Hp/NEhg93n2cgamfb0eNlvtWySB1Bwc79obEcf06dPRuXNnJCUl/fvk/7do0SK0bNkSBw8erMbIag/K+RDimXZmfovmSvaz7kltAJL3hcMr11DWLe3xD0ZCcZeFngghhBBP8mrzJ7BL0DWtjsKArWdmiBQRIZ6Jcj6egXI+VUc5H0I8lH4J5Mhmhq6YFTidFgfJSQ6duzSAhrqlEUIIIWWCg/zx98kHcWeDNBkH+AfNES8oQjyQq/M9lPMRh7vne6hK5D+oW7euw9i+fRVfYOoKt45/qy1feTFWB6PxduGSQqH41/leXl4AAIPB4NQ4Xn75ZRw7drMr2JNPPomBAwc6df+10cVrmZj21VqHFrr/e74nmjeKquBRgMFswcsLV+F6NpuE7dI4Hm8O7IyvDx/A8gvnmW0BSiUWDBwKXy8lLhZlYcLBJegffB4vRF1i5vE8sE7bAAPjv4dCQhfxEPcRGCDsmKZ32bGFhWnO7pgGAGE+7DGynFxcfC9CBYVWeUYtrLWwq2V1yRIU6oV5O7djWpaW3X+ojxpSSeXeRmYIOqZF+Du3eK42EHZMq0Md02qMEGUI7gufi116dnVSjgM+q38Axbr9+PjMRihlMswfOAQRggUa1ly+hJ9OH8N34wZD4+3FbFu06zj+PnimwmN7KxX4bPJQhAazfxN7j1zDlwu214o23IQQcR06dAj33Xcffvnll7vOKygowIgRIzBu3DiUlpaWfV73dJTzIcTzmG1GBFr+hJegW9qnRzsg4LIRKCwBTGZE1Y9ArycfEiVGQgghpCbq07Qpvjvd0aHrfNeoA8jUZokUFSGEuC/K+VQN5XwI8Ty8XQtzyXfMWJ5NgjSLAnv+vNkt7SXqlkYIIYQ4eLPrNFwysdcLdgrKxep9W0SKiBBC3Jc753uoMO0/iI+PR1AQe+HwypUrRYrmZju+U6dOgeNuf/HTtm1blxxbqVSW/dtsNv/rfJPJBADw9vZ2WgwzZ87EggULANw877lz597zvlJTU+968/Pz+/ed1AAZ2UV4+5N/YDRZmfGnR7VHv+7NKnycxWbDW7+tx6nkTGa8XngQZj3WF3+dP4tvjxxitillMiwYOBRx/v5I0RbguQN/oKXmKqYlHIdEcEHPDn04Osf+ArWMVhsi7iXQX8XcL3Bhx7RQP/bvKbdE5/SihXA1WxyRXQM6poUp2Zjs4JFvEj+umiLbKOiYpnRyxzRBYVqkpvL7zyoS7CPAucVzNV2pzoi8AvZ3ljqm1SyNfBtDoZ6Ok0b2fauc4zG/6XYcztyGX64dRKiPGvMHDoVKzhbd/3T8KPZm3sDXTw2ETFC4+fHKHdhz4XqFxw4OVOPzKcOgVrEfIFdvOY1f/q75q52QGop38Y2I4uuvv4aXlxe0Wi3Gjx+PESNGlLvy85YtW9C8eXP8888/4HkezZo1w+HDh0WIuOahnA8hnmdn5tdo6sUuMHNa64/rOyIgzzOCz7m5oMRTH46GVOZZXZ4JIYSQf/NS48exq9ixa9rGU9PECYgQT0Q5H49AOZ+qo5wPIR5I/xvkXDEzdMGswL6rjaE4x6NTp3rwC/K8xVMJIYSQfxMaHIzl59owY0oJD5vPTJEiIsQDuTrfQzkfUbh7vocK0/6jjh07gud5cBwHnuexfPly5Ofn//sDq8EPP/zgMNapUyeXHFtzx4Xo2v/QQUenu1msoVY7pzBp3rx5mDJlCgCgUaNG2LBhA3wEnX0qIzo6+q43SSW7wYihuNSAt2asRGExe0FNv25N8cyoDhU+zm7nMW3ZVuy5yLaDDPX1wdxxQ3AoIxXv79rObJNwHL7p0x+tIiKRYyzF+AN/IFqRiG8a7INcUJR23OCLuqGLEOIVUrUTJKQGCvQTdkxzXWGasGOa1WZHkc5Ywex7EyZ4zhZ2yxJDoJcP5Bz7nJxtED+umiJTzybYw53cMS2zlP1Zh9/D67qwY1p4gGcl/YXd0mQyCWIiAkSKhlTkobB+SJa+gusWtuhMJbHjt2ZbsOjyaqxLPYsmIaGY23cgpBz7Bmj67h0ogBHvj3yYGbfZebz523qcvsEuBnCnunEhmDlpCOSCi59//usAVm05XcUzI4S4q1dffRVHjx5F8+bNwfM8/vnnH7Ro0QLbtm0DcHOxmFdffRV9+/ZFZubN56DXX38dx44dQ/PmzcUMvUahnA8hnsNkMyDQ+he8Jey3LbMOd4DfJQNQUAxYLEi4Lw5dRrYXKUpCCCGk5urfojm+O+XYNe2h2APIKskWKSpCCHE/lPNxDsr5EOI5eHsRzKXzmLEsqxSJRg2O/9UIinw9Xv50jEjREUIIITXfc+0+RrJZyYw9HJaBVXt2iBQRIYS4H3fP99T8qpsaYujQocx9g8GAmTNdXw2ekZGBH3/8kVlFKTY2Fi1btnTJ8ZVKZdmqUmlpaXedW1hYWFaYFhMTU+VjL1myBBMmTAAAxMXFYevWrQgO9uxOIyazFZNnrUJKBlst2/a+OLz9Qi/m90Toq/V7sebYRWbM19sL854fhmyTFq9uWg+7oAvThw/1wMMJ9VBiNuL5A39CyV/D/CY74SW4mOeqSQmZ3w9I0CRU8QwJqZkCA9jisPxC1xWmBWlUEP5p55Q4t3NYuI+wME38zmQSjkOwoAtYjpEK0wCA53lkGdiirwiVczt+ZgiKEyPU99AxrdCzO6ZdT8lj7sdEBEAup+4LNdGw6HHYa34EWVb2/ydQbsFvzTfj41PLsDvrKrrWicfMHr2YOTyAiZs3ICbaH+O6syudGi1WvLRgFa5nO65yckurpjF4//V+Ds/zX87fhj2Hr1bpvAgh7qtp06Y4evQoJk6cCOBm3qBPnz544YUX0KZNG8ydOxc8zyMqKgpbtmzBl19+CYVCIXLUNQvlfAjxHLsyPkdTL/Yz/FmtP65tioSswAQ+9+b79qc/eqRWLFhFCCGEiOG1Zk9ip0PXNCPWH3tfpIgIIcQ9Uc6n6ijnQ4jn4HXzIecMzNgFswJbTraE+qoZnbrUg1+wZ30/TQghhFRGZGgYVl5pwYypJTyKlZ+KFBEhhLgnd8730Lfr/9HgwYOhUqkAoGw1pW+++QZHjhxxaRzPP/98WaeyWys7Pfrooy6NoUmTJgCAa9euwWq1Vjjv0qVLZf9u3LhxlY65Zs0aPPHEE7Db7YiIiMD27dsRHR1dpX3WdnY7j4+/3YgzF9OZ8bpxIZjx1iDIZBVf7P7LzmNYtOs4M6aUyzB33BBIvCQYv/YfGAX/t6+0exCPNr8PRpsFEw4tQanxKn5rthUqiZ2Zl26RI8PrU7QKZC/GJsSdBPk7dkzjedf0tpVLpQjwUTFjuSXOLYwLFxQdZevEL0wDgDBvQVzGkgpmepYiswEmO/ucHe7t3MI0Yce0KN/KJ+2FHdMiPKxjWnIqW5gWH+PZxfU1GcdxeDx+EtboHkaBjf24FOulx7wmm/G/o0twPC8FI5o0w8QH2Q61JpsVz65dhf4PNsbANux74GK9ES/MX4ns4oqfV7u1b4iJ43swY3Y7j2lfr8eJcylVPDviSTjetTciLoVCgdmzZ2Pz5s2IioqC3W7H/PnzceHCBQDAiBEjcObMGfTo0eNf9uSZKOdDiGcw2nQIsa2AUrAIwCf7OsIv0QDk5QNWG5p3bowH+rcWJ0hCCCGkFujTvCnmnujs0DWtV/0DyMrPEikqQjwH5Xw8C+V8qoZyPoR4Bt6WC6t2ETOWapXijDYE1zdEQ5Gvw8ufPiJOcIQQQkgtMqbZLGRb5cxY/6gULNlOXdMIqW6uzvdQzkdc7prvocK0/8jf3x9PPvlkWeEBx3GwWq0YNmwYbty44ZIYJk+ejPXr1zOrKMnlcrz00ksuOf4tnTp1AgDodDocP368wnm7d+8u+3fHjh3v+Xjbt2/HqFGjYLVaERQUhK1bt6Ju3br3vD938cPvu7HjwGVmLCRQjc/fHQYflVeFj1t15Dy+XLeXGZNKOMx+oj+iQv3w9OqVKDQame0jmjTF6w90gNVux5tHViCp5BKWtNgIX6mNmZdjleEUNwndwvtV8ewIqdmCBR3TzBYbSnUmlx0/1Jc9fu5dChzuRbia7ZiWrdU6dFAUQ6iwY5qBOqYBQIahmLkvAefws6ryMUrZorJIdeUK08xWK/JK9cxYhId1TEtKzWfux8cEiRQJ+S9kEhmeqDsLy0tbQyu4yKqZTxG+qL8FLx36A5eKs/By2wcxpinbKrvYZMQza1bipQEd0LFRHWZbZmEpnpu3AgVa9m/iTsP6tMKTIx5kxsxmK96Z+Q/OXcmo2skRQtxa06ZNUbdu3bK8Acdx8PX1xWuvvYaAgACRo6u5KOdDiGfYmf4JmnixK2efKA1E8oYwSAv14PMKAQDPff4487dICCGEEEdv3/cUdhSHMGNRchO2nn5HpIgIIcS9Uc7n3lDOhxDPwGu/h4yzlN2388B5kxc27GkL3+tGdO/ZhLqlEUIIIf9BdHgU1iU1YcYCpXYU+3wuUkSEEOLe3C3fQ4VplTBp0iR4e3uX3ec4DhkZGejSpctdC7SqymKx4PXXX8dnn31W9ot3axWlZ599FpGRkdV27PIMGTKk7N+//PJLuXPsdjt+++03ADeTfd26dbunYx04cACDBw+GyWSCn58fNm/ejKZNm97TvtzJig0nsGTNMWbMR6XA5+8OR2hQxcUIu84nYtrfWx3GPxzdCy0SIvDk6hVILWELHLrG1cHH3XoCAD44uRZHcs9iWYsNCJKx3XkKbFLst03AgKjH7vW0CKk1AgWFaQCQV+C6rmIhfmzhWG6pszumsfu32O0oMBgqmO06Dh3TqDANAJClZ5+3Q701kEmc9xbPYrMhW8f+jkVqKlf4llXk+PcR4e9ZHdOSqGNaraOSqTAq4TssL6kLo6A4rZN/Dt6P34pn9/+OFF0hPuz2MLrXSWDmpJeW4Pl1q/DhmJ5oFhPGbLueXYAXfvoHpYaKi5rHj+mIAT3YgjeD0YK3PlqBy9ezq3h2hBB3tHLlSrRo0QJ79+4Fz/OIj48Hz/MoKSnBQw89hKlTp8Jms/37jjwU5XwIcW96awki7WuhENSbfbqzEzQpRiA7D+B5dB3VHo3a1RcnSEIIIaQW6dasEX480tlhQZ8+DY4hPYs6vhNCiDNRzqdqKOdDiHvjramw6ZcwYylWGQ7kx6H4kB+88nR48ePRIkVHCCGE1D59G89GkU3KjA2PScK8tf+IFBEhhLgnd8z3UGFaJcTExGDy5MllqykBN5NWqampaN++PT744AOn/wKcPn0a999/P7799lvmuAAQEhKCjz76yKnH+y/atWuHzp07AwAWLlyIgwcPOsyZPXs2Ll68CAB47bXXIJez7V137doFjuPAcRyeeuqpco9z6tQp9O/fHzqdDj4+Pli/fj3atGnj3JOphfYeuYY5v+xkxqRSCWa8NRj16oRU8CjgxPV0vPXbetjs7O/RW4O6oFvzunhq9UpcystltjULDcN3fQdCJpFg1tktWJ92FEtbrEeEgr2IusQuwXbTExgW+xKtKE08gkIug5/GmxnLL3RdYZqwY1pOsXML04JVPpAI/paztOIXgYUq2VXMso0lFcz0LFkG9ucQ7u3c1d5ydDqHjnmRmsodI7OQjVGj9ILGu+Lunu6muNSAgiK2OxZ1TKsdAhWBeDhmHlaVRsIiaBzZJygdr0Rvw7j9v6HApMM3fQfgvrBwZs6FvFy8vHkdvniyP+qEsKuYXEzPwUsLVkFvsqA8HMfhred7ousD7IXRWr0Jb3y4HNdT8sp9HCFleN61NyIanU6HcePGYeTIkcjPz4dUKsWMGTNw5coVrFq1CsHBwbDZbPjkk0/QoUMHXL16VeyQayTK+RDi3ramTUEjLyMzdqg4BOkbgiHJ14IvKoFMLsUzHz8qUoSEEEJI7TOl3TPYWMjmQoJkFuy78oZIERHiISjn4zEo5+MclPMhxL3ZSj6GlLPfvs8Dp4wqbNnaBr7XDeg7qCXU/o4LDxNCCCGkfNHBsdiY1ogZC5La4RU51+G9LSHEiVyd76G/Z9G4c76HCtMqafLkyejUqZND0spqtWLGjBlo0KABPvvsM+TlVe1C0R07dmDUqFFo164dzp07V7ZyEnBzFSWJRIJff/0V/v7+VTrOvZozZw68vb1htVrRq1cvzJw5E4cOHcLOnTvx/PPP4+233wYANGjQAG+++Wal95+YmIjevXujqKgIADBjxgz4+fnh3LlzFd5ycnKceYo10vkrmZj21TrYBcVlk17shbb3xVX4uCuZeXj559UwWdmE6tPd7sfIDi0wfu0/OJOdxWyL9fXDwkFD4aNQ4JuLO/Hn9QP4rdkmxCvZC+v1dg7rDUMwMv4dKkojHiVY0DUtr9C5xWF3EyIoTMstcW5RnEwiQYiKPUa21nWFdxURdkzLNYpfLFcTZBrYjmnh3n5O3X96KVtU5i2TwV+prNQ+MgrZ/6vwAA/rliYoIJLLpIiKqH2tlj1VrE8M2kT8iA3aUNgEn8lHhCbhkZDtGH/gD5h5K+YPHIo4P39mzrGMdLyzawu+Gz8YEYLf/ZPJGZi4aC3MVrYT7S0yqQTTJg5A+9bxzHhxqQGvT1+GlIyCKp8fIaR2O3z4MFq2bIlFixaB53nUr18f+/fvx5QpUyCRSDBo0CCcPXsWffv2Bc/zOHbsGFq1aoV58+aJHXqNRDkfQtxTgSkF9SW7IL8jbcXzwGcbO0OdYQCfdXOhpoEv9kZk3fAK9kIIIYQQoY6N6+PXI51RYGO/bu5b9zyuXD8jUlSEEOIeKOfjXJTzIcQ98aYDkJh3MGNJVhm2pTcEf8kL3nk6jJ82XKToCCGEkNqrS4OvUWSTMWMDw9PwxfJF4gRECCFuwt3zPVSYVklSqRTLli1DnTp1mHGO48DzPJKSkjB58mRER0ejT58+eP/997F27VqkpaXBaDQ67I/neRQVFeHkyZOYN28exo8fj/r166Nnz55YsWIFLBaLQ7KK4zjMnDkTvXv3dsUpl6tVq1b466+/4OvrC61WiylTpqB9+/bo3r07fvrpJwA3i9LWr18PjabyF5/v3buXKTSbOHEimjdvftfb999/77Tzq4nSs4rwzsyVMJnZC5fHje6Avt2aVfi4pJwCPPvjCpQa2C5nQ9o2xYTeD+KFdatxNCOd2RahVuP3oSMRovLBT5f3Yt7lPfixyVY082GLE4x2Dqv1PTE6fgYkHD2dEM8SFKBm7ucVuK5wy7EwzflFceFq9vyydDWgME3YMc1AhWkAkCnomBbp5I5pGaXszzlS41vpQuQsQce0SE8rTEvNZ+7HRgVCJqXXzdqkoW9DxAd/i626QAjWB8DTkZfRzXcbXjiwGN5yKX4ZPAzBKhUz50BqCj48sAs/PDsUwRrBtis38PYfG2G12VEeuVyKGW8NQpvmscx4QZEer0/7G5k5xeU+jhCOd+2NiKNTp064fv06eJ7H+PHjcfLkSbRt25aZExoaivXr1+O7776Dt7c39Ho9JkyYgEGDBokUdc1FOR9C3NPOtHdQT25mxnYXRCB/ix8kucWATg+VrzfGvkcXKhFCCCGVNaPLeKwpiGTG1FIbLuZOEikiQtwf5Xw8A+V8nItyPoS4H563w1w8gxkz8cBBvT/2bWkOzXU9Bo1uC2+1t0gREkIIIbVXTEAc1qey1yQHSO2Ia7gItgqubSGEVI2r8z2U8xGHu+d7ZP8+hQiFh4dj27Zt6N69O1JSUsqSSXcmlcxmM7Zu3YqtW7cyj5XL5fDz84OXlxeKi4uhLacDjXCVJqGpU6fif//7nzNP6Z4MHDgQZ86cwZw5c7B+/XqkpaVBoVCgXr16GDlyJF5++WWoBBflkntTVKLHWx+vQFGJgRnv370ZnhrZvsLHpeYXYfyPK1CgZbucPdQkAVOGdcMrm9ZhX+oNZluQtwq/Dx2JGD8//HbtEL66sB2zG+5Ce192dTAzD6zRtcfIul9CJqGnEuJ5ggPZ4rD8QlcWprFFY9VRmBamVgPZt+9nacUvAgtRssVMWqsJOqsZPjKFSBHVDFl6Qcc0lXM7pmUIOqZF3kPBuUPHNH/nFs/VdEmp7GtofEyQSJGQqmgZ0AoG2xfYXTwR3XzYv7vXYs7i4yQ5nj8owbwOY/H70JF4dMVfKLzjC+udydfhJZXih2eHYvyPK1Csv71t+9lreHfJZnzyaG9IJY5Fi15ecsx8ZwjenLECZy/dXlAgJ78Ur01bhrkfjUFIkGcVfBJCbrLZbAgKCsKCBQswePDgu86dMGECevTogbFjx+LEiRNYv369i6KsXSjnQ4h7SdGeQHP5acju+HOz88CXazpBma2H/f+7pT0yaSj8gj3rcwohhBDiDK3r1sH0X7qgT8+/EC6zlY33jk3EsbPbcX/zHiJGRwghtRflfJyPcj6EuBnjJsjt15ihC2YFNl5uDuUNwCdPhyenDBEnNkIIIcQNdG/8BfJL+yJIZikb6xmchY+WfYNpj7wuXmCEEFKLuXu+h1o13KOEhAQcPXoUDzzwAJNgAm4mmW6trCS8mc1m5ObmIi0tDaWlpeXOufX4O5NVPM9DJpPhp59+wrRp01x8thWLi4vDl19+icuXL0On06GwsBBHjx7F22+/fdeitIceeqjsfBctWuSw/amnnir3Z3O3W036uTiT3mDGWzNWIDWjkBlvd18d/O/5nhV2rckqLMWzP65ATjGbFG0dH4mZY/vgne2bsT3pOrPNX6nE70NHICEgEMuSjmPm2c2YmnAIfQIzmHlWHlirbY7BCT9AIfHsghDiuRw6phU6vzisIqF+bFFcXokOdmELnyoK9xF0TCvnCxZXC/N2LLrIEXQL80TCjmnhTu6Ylu5QmFb5/WcWsfuI8LCOadcdCtOCRYqEVFX74E6AegYO6NUO2ybXOYF46TY8f+BPRPv54tchI6BReDFzNiVexY/njmLu+MFQecmZbRtOXsJ7SzfDZi9/dSmVtwKfTxmGRnXDmPGM7GK8Nu1v5LmwQJoQUnP06tULZ8+e/deE1S0NGzbEoUOHMGnSpEp3QPUklPMhxH0cz5yMBLmVGduYHYvSnSpw2YWAyYyQ6CAMfa2fSBESQgghtd/sPhOwMi8Gd751VnA8iuwzKn4QIYSQu6KcT/WgnA8h7oHnrTAUz2LGSuwc9paG4vzuetBc1WHkkx3h5e1VwR4IIYQQ8m+i/GKxMbUVM+Yn4dHmvr9gMlsqeBQhhJC7cfd8DxWmVUFISAj27duH999/HzKZrMLEVWVvQjzPo0WLFjh69CjGjx/vqtMjNYDZYsXkWatwKTGbGa9XJwQfvTUQMpm03Mfllmgx7sflSC9gCwGax4ZjzjOD8O6ubVh39TKzTa1QYNHg4WgUHIK/k0/gg1Pr8FrscYwJY4vX7DywSRePvvG/wltKLe+J5woOEHRMKxCvY5rVbkeBTl/B7HsTrmYLh2pCxzSVTAGNnE0eZxvFj0tMNt6OHKOgcMzb2R3T2J/xvXRMyxR0TIsM8KxOBMmp+cx96phWu/UI640Cryk4bmQXYZBwwAcJRxEn3YYXDy5GQmAAfhk8DCo5W4C25vIl/H75NL55ZhC8BO/l1h2/hKlLt1RYnKb28cKXU0egbixb3JiSUYBX3v8Lufme/ZxIBHgX34goNm3ahPDw8Eo9RiaT4ZNPPsHu3burKSr3QDkfQmq/84Xr0cY7BZI7/vSsPIe5/7SHIlsPPufmAhJPfTSGLlQihBBCqqBeRCgOnnwIN6wyZrxraDp2H18qUlSEuDHK+XgEyvlUH8r5EOIG9EuhRCYzdN7khc0nW0GdbIFGa8Ijbw0QKThCCCHEffS/70vkWNjGFV38C/DxP5+IFBEhbszV+R7K+YjC3fM9VJhWRVKpFNOmTcPFixcxZswYSCSSshWRquLWPmJiYjB//nycOHECLVq0cFLUpDaw2ez4cM4GHD+bwoyHBWvw+ZRh8FGVf8FMgVaPZ39cgZS8Ima8UWQIvhk3CO/t2oa1Vy4x27xlMvw8aBhahIXj7+QTeP/kWjwffQbPRbHzeB7YqQ9H19i/oJY5dgohxJMEBwo7prmuMC1QrYJE8AVHbrFzO7aFq9nzy64BHdMAIFTJFjTlGDy7CCPXqIVN8J4jXOXcwrTMKnZMs9t5ZBWx/08R/p7TMa2wWIeiEgMzRh3Tar+BkcORLHkD54xKZlzCAdMTjiKK24YXDy5B45AQLBg4FF5S9sKslZcuYPG1s/jyyQFQCIrT1h6/iPf/2lphcZqvxhtffTASsZGBzHhqRiFemroUWTnFTjhDQogn6Nixo9gh1HiU8yGk9uJ5O24UfIxomY0ZX3yjAUx7FOCy8gGrDQkt4tDjsc4iRUkIIYS4j2+Gv4q/suJhu+OtspQDVKo5VX7/TAghpHIo5/PvKOdDSO3F2wthKvmMGSu0SbCtMAbpRyOgvq7H0xN7Q66QV7AHQgghhPxXQapQbEtpz4xpJDy6tloHo8ksUlSEEOKZakO+hwrTnCQhIQGLFy/GjRs3MH36dLRs2bIs6SS83am87b6+vhg1ahTWrl2L69evY9y4cZBI6L/Kk/A8jy8XbMeug1eYcX/fmxcihwSVf0F/sd6I5+etRGJ2ATNeNywQ340fjKm7t2PDNXafCqkU8wYMwf2RUVj+/0VpT0eew6sxZx32f9AYgDbRy+Gn8K/aCRLiBoIEhWn5hTqXfcEuk0oQrGE79eSUOLdwzKFjmq5mFKaFebNxZRtKKpjpGTL1bAGKQiJFoEJVwezK43ke6cLCNHXlisoKtHqYrezFoBGBntMxLSmF7ZamUMgQGebc4kHiehzHYUTM47goeQ0XTexiARIO+KjuEURw2zDh0BLcFx6OeQMGQyERFKBduYRlyecx+8kBkEvZbWuOXcAHy7bCbi//dSXQ3wdzpo1EdLg/M56RXYyXpi5FelZRlc+REELIbZTzIaT2OZQ9H/cr2fyYzibFoj/bQZ6tA593c9v4WY9BKngvRgghhJDKC/JV48a5frhqZlfRbhOQj417vxIpKkIIIeTuKOdDSO3Dl86BgjMyY8eNKmzacz98rxsRJAUGje8uUnSEEEKI+xna9ktkmNlFmx9Ql+DjdVNEiogQQkhNJfv3KaQyIiMjMXXqVEydOhVZWVk4fPgwTp48ievXryMtLQ2FhYUwGAywWq1QKpXw8fFBeHg4YmJi0LRpU7Rp0watW7eGTEb/NZ5s/pL9WL3lNDPmrZTji/eGO3THuEVrNOHF+f/gUkYuMx4b7I+5zw7B1D3bsS0pkdnmJZXhpwGD0Sk2DsuTT2DqybV4IvI83opjjw0Axwwa1I9YjkCv0CqeHSHuIdjfh7lvtthQqjXCV+PtkuOH+WuQU3K7S1p2kXM7h4UJOqZpzWZozWaoFYoKHuEa4YKOaVlGDy9MM7CFaeHefuAE3fSqotRsgs5iYcaifCtXVJYp+N2USRwLK91ZUmoec79OVCCkUvoi0h1wHIdRMc9gaYodMH2Dxl6msm0SDphR9zCmJAIvHeLwffsx+GHAILy4fg3MttuFmhuuXYGVt2P2k/3x5q/rYblj2+qjFwAA00f1hLScL69DgjT47qMxeG3aMtxIv33RdXZeKV6euhRzpo+q8H0j8Qxc+U33SC32xhtvAAAmTZqE0FDHz2U2mw3p6ekAgNjY2Ar3c/36dYwYMQIcx+H48ePVE6ybopwPIbWDxaaHST8PwSr2xfDHiy0hOckD2XkAz6P9oPvRtndLcYIkhBBC3NDXjz6HDw7vwPT6Z6G4I0VZL/pPWMwvQy5ybpkQd0E5H/dDOR/xUc6HkNqBt1yBXb8Ekjvea6ZZpViX1QCGyxqEJufjja8ecer35YQQQoin81FosDzlITxeb1PZmErCo3+r7SgsLkSAX4CI0RHiPijf4348Md9DWZFqFB4ejsGDB2Pw4MFih0JqkWXrjuO3FYeYMblMilmThqJR3fByH6M3WfDSglU4m5LFjEcG+OL7Z4fg/b07sDP5OrNNKZNhwcCh6BATi8XXj+Kj0xvweMR5vB17ymH/p4zeiAr9HWHKmKqdHCFuJDDAx2Esr1DrssK0UD+2cCy7WFfBzHsT7qN2GMvWlkIdGOTU41RWuEpQmKb37MK0LEHHuAhv53YiSy9li8o4AGHl/G7cTUYhG2OYv7rcIht3lZTKdkyLjwkWKRJSHTiOw5jY8Vh8gwdn/haNFGxx2id1D2PqdR4TDgLfPTga8wcMwXPrVsNks5bN25J4DTa7HZ8/2Q//+3WDQ3GawWzBp4/2hVzm2MkjOFCNbz8cjden/43rKbeLIHMLtHh56lJ8/cFIJMSGVNPZE0Jc7euvvwbHcRg/fny5SatLly6hefPmkEgksFqt5ezhJoPBgFOnTtGX81VEOR9Caq5dmZ+inZL9jJxr8cLqX5tBlVUAvrAYCqUcL371lDgBEkIIIW5K6SWHPHU4zsVeRWvl7S4W9VSlWLNnCoY8/IWI0RFCSM1FOZ+ahXI+hNRMPM/DWjwNUu52B0MbDxzQ+WL31vvgf1WPuhEatOvZQsQoCSGEEPc0rN0MXM/ciwSv29+9tPTW4dM9/8O0gQtEjIwQQmouT8z3eM5VwYTUApt3X8A3v+xkxiQSDtMm9kfr5uVXwxotVrz6y2qcSMpgxkP91Jj73GBM2+9YlKaSy/HLoGHoEBOLRVcP4qPTG/B89ClMqnMKwuetMyZvBAX/jCifJlU/QULciEIug78vW4SWX+jc4rC7CfUVFqY5t2Oat1wOPy+2DXemVuvUY9yLMEHHNGHHME+TVU7HNGfKKGWLykJ8fOBVydUeswrZ382IAOcWz9V0wsK0OjHiFncS5+M4Do/GPYsT9pdx2ezFbJNwwEcJRxAr3YDx+/9Ai4gwLBw0FN6Cv6PtSdfxx7Uz+OzxvpAJOuptOX0Vr/6yBgYz273wlkB/H3wzfRTqx7MfYAuK9Jjw7lKcPJ/qhLMktQ4v0o3UCDxP/xmEEM+ltWTD37oKGgn7XPjF4QegvGYBn5kDABjzzlBExIeJESIhhBDi1j585BH8crkFdHb2y6YODTdBW1JQwaMIIf8Z5Xw8GuV8CCEezbQdUusxZuiqRY41SS0gTZVCmabF5LlPiRMbIYQQ4uY0Cl/sTu/FjCk4YHSLQ7ieekOkqAhxI2LleyjNUCO4U76HCtMIqSH2Hb2GT+Zuchh/67me6Ppgg3IfY7RY8erPq3H4KnvBcZBGhbnjB+PD/buw+0Yys81HLsfPg4ahXVQ0fri0B7PObcEbdY7i1ZjzDvs/a/JGQNDviFO3ufcTI8SNBfmzXdPyClxXuBXmzxam5RQ7/9hhakHxm078wrQIFVt4lW3w7I5pGYKOcREq5xZ9ZQg6pkWqK79/Yce0yABNlWKqTXiex/XUPGaMOqa5J47jMDbuORyzvYQrJsfitPfjj6OlcgOe3Psr6ocE4pfBw6GSy5l5u28k4bdrpzHr8b5QCLqj7buUjBfm/4NSgwnl8fdVYc60UWhcj+2uq9Wb8MaHy7HjwGUnnCUhhBBCSM23M+1dNFWw75mu6TU48FsCuLQ8wGBEeHwoRr09SKQICSGEEPcmkXBobnkSxw1s7jxYbsbu46+IFBUhhBBCCKnNeN4Mc/F0Zkxv57CzJASndzaE3xU9unRMQGyDSJEiJIQQQtzfqLbv4YQugBmrrzDjn2sTRYqIEEJITUOFaYTUAIdOJmHqF2ths9mZ8efHdsagCtrM3ypKO3glhRn3Vynx7bhB+OjQbuwTrEagliuwaMhwtI2MwtcXduCbizswNeEAxkVccdj/OZMKwcHLEKemNveEVCQokC3cynNlxzQ/Ycc05xeNhfuwx8iqCR3TvNnCqAKzHiZbxW1s3Z2wY1pENXdMi9RUvqgsU9AxLdzfczqm5RfpUKo1MmPx1DHNbXEch8fqPI/D9gm4LChOA4C34s6gp99GPLbnF0T5q/HrkOFQyxXMnH2pNzDv4jHMeqIvvBVs4dqJ6+l4+vu/kVtS/nOxr1qJr94fiRaNo5hxi9WGD75ci7/Xn6jiGRJCCCGE1Gy5houoKz0IpaBb2sxtneCdrgeybi4aMeHrp+Hl7fh+jRBCCCHO8cKAnvj59P3It7FfQ3dreByZqRdFiooQQgghhNRaukWQ89nM0FmzAqtP3Q9VuhWqzBK8NvtxkYIjhBBCPINGrsH5rNGw3vEVjIQDRte/iL1n94sXGCGEkBqDCtMIEdnxsymY8tlqWKw2Znz0gDZ4bGi7ch9TUVGaxtsLXz0zEJ8c2YODaYJtCi/8NnQEWodHYubZzfjpyl582mAPxoQlOez/pNEXYWFrEOXTsIpnR4h7CxYUpuUXuq5wK9yv+jumhauFhWmlFcx0nQhvx6ImT+6aliU49/Byfj5V4dAx7Z4K0zy3Y1pSSj5zX+klQ0Soc4sHSc3CcRwer/M8jvOv4LxJ6bD9xeiLGBu6HmP3LIS/jwK/Dx0BjYK9KPpkViZmndiHmU/0ga/ggunLGbl4/Nu/cCO3sNzjq3288NXUEejyQH1mnOeBOT/vwPe/7Ybd7j7tv0nFOAAc7+Kb2CdNCCHE4+1Lfwf15BZm7FBhKBKXhUJyIxuw2fBA/9ZoP/B+kSIkhBBCPMej0a9gRwm7QJNSYseVjFdFiogQ90A5H0IIIZ6Gt+XAUvoNM5Zvk2BLQSzSj4fD97IWY5/rCrW/TwV7IIQQQoizPNL+FWwtYhdLjpTZcMMyVaSICHEPouR7KOdDqgEVphEiotMX0/DOzJUwm9luPwN6NMdLTz4EjnN82jdarHjt5zXlFqXNeWYgPju+D4fT05htvl5e+H3oCLQIC8e0U+vwR+IhfNN4BwYGsfMA4KgxAHXC1yFMGeuEMyTEvQUJkpt5Ba4rTBN2TNMazdAZzU49RpigMC27BnRMU8u8oJKxHYaExVmewmSzIt/EdumLUFV3x7TKF75lFrHFbREBntMxLSk1j7kfFx0EiYQ+0rk7CSfB2LhncVXyNk4aVQ7bHwu/jjdj1+PxvT9D6sXjj2Ej4a9ki9gSCwsw9cB2vD/2YQRp2H2kF5Tgie/+wvlUdmXIW7y85PjozYEY2qelw7bFq49ixrcbYLHYHB9ICCGEEFKLJZfuQiuva5Dd8XbbzgOfregMZVoR+IIiyL3kmPD106LFSAghhHiSPu2aY9mhLki1SpnxjrE3cPHkepGiIoQQQgghtY299AvIuNvXQfA8cNyowvrd7aBJMyNYb8Soif1FjJAQQgjxHAqJHNqSZ6Czs6UH/cMy8Me+ReIERQghpMagwjRCRHLuSgb+9/FKGE1sUVrvLk3wv+d7lnvh+q2itANXbjDjGm8vfPV0f8w8uhfHMtKZbf5KJf4YOhJNQkIx+fgqLE8+hp+abkYP/yyH/R8whKBR5AYEKcOdcIaEuD/Hjmm6CmY6n7AwDQCyndw1LULNdraqCR3TOI5z6JrmqYVp5Z13hLezC9Oq1jFNazShWG9kxiI8qWNaKtsxLSEmWKRIiKtxHIdhMY8hx+tDHDI4/s73D0rD7Pqr8Oz+n2HgDPhr+BhECLtU6rR4Z88W/G90V8QEsX/bBVoDnvnhbxwUvCe8RSqV4I3xPfDco50ctm3ZcxFvfbwCOr2pCmdIagWed+2NEEIIEQnP23E+633Eytkc2z8ZCSje7A0+7WZB/6j/DUJkXcp5EUIIIa4ys8drWJ4TB+sdHxklHGDzmg673S5eYITUdpTzIYQQ4iF4yxlwxlXMWIpVhg2ZDWBMUkN9oQivfDwKMrlMnAAJIYQQDzSi3aNYnlWXGfOT2hEe8j1sNlokmZB75up8D+V8SDWgwjRCRHD6QhomTv8begPb3ahb+waY/HIfSKWOf5oGswWv/ry63KK0L57qh48O78ap7ExmW6DSG38OHYm6gYF49fBf2JB2Er+12IAOvuyF8jwP7NFHoWX0Rvgpgpx0loS4P2FhWl6h6zqKeSvk8PX2YsZynFyYJuyYlqUTv2MaAIQ5FKYVixSJuITnrZZ5QS33qmB25VntdmQL/s8r2zEtvcCxeC7SgzqmJQs6psXH0Gusp+kbMQgWn8+xW+dYNPqAbz4WNV2J1w8vxCV9Ov4e+QjqB7K/IyUmE97asRlPD2yLxtGhzDa9yYIJC1Zh7fGL5R6b4zg8MfxBTHmpD6SCBQ+On03BS1OXuvR1ixBCCCGkupzNX4L7VTnMmNEuwfzfHoDsRi6gNyAsLgRjJg0VKUJCCCHEMzWIDcexow/jslnBjDcJLMKBXV+IFBUhhBBCCKkNeJ6HpWgqM2bhgQN6P+zY2hKaJAMaBKvQcXBbkSIkhBBCPJOUkyKQewHZVjbf00FTjG93T63gUYQQQjwBFaYR4mLHz6bgzRnLYTBamPHObevhg9f7Q1ZOUZrWaMIL8//BwSspzLhG6YVZT/bF9EO7cCEvl9kW5K3Cn8NHIdJPg2cP/IGDOeewrOVatPJhCxnsPLBDH492seuhlntOsQAhzhAU4MPczyvQgXfhSgLCrmnZxc7taBbuI+gIp9fDXANWNgmnjmkAgEw9+3weoXJut7RsnRZ2we9zZTumZQgK00J8feDlISvW8Tzv0DEtnjqmeaSuod3h4z8XG0uDYRe8RNT31mLFff/gyzO/45/0k1g6fBTaREQyc0w2K97ZuQUd28ejXb1oZpvVZseUxZswd9OBCl9/+nVvhllThsFbKWfGryXn4oXJi3E9Ja/cxxFCCCGE1AY2uwkFJV8iRMp2XfnpcnPYD9iBrJv5she+fBJKlfMW8iCEEELIfzPvsQlYcKMpDHZ20Zy6Cb/DbNCJFBUhhBBCCKnxjKsgs7GLM142y/H35daQ5crgcyEP/5v7DDiOq2AHhBBCCKkuA1v2x283mjBjSgmPrvHrUaz3zAXmCSGEAJ5xZTAhNcThk0mY/NlqmM1WZrx963hMf3MAZDKpw2OK9Ua8OP8fnE3JYsY1Si98/ERvfHBwJ5KLCpltYT5q/DF0BDTeCjy+dxFyDcn4p9UGxCpMzDwbD2w3NMZDcX9BKVM66SwJ8RzBAWzhlsVqQ6nWCF+Nt0uOH+avwbWs24UvOcXO/SI/XM0WIfEAcnU6RPmKW8Qa4c0WYHlsYZrgvIUFe1WVUcruXymTIUBZud/tjEJ2H1GBnlMAnVughVbPvu5SxzTP1S6oHS7IFmJl9ssYrEmF/I7vyMLkZvzTch2ePm9EqrYQCwcNxRubN2JH8nVmH3OOHMSQho3xsKoetp25xmz7ceth3Mgrwkeje5Vb/Plgq3h8O3003vp4BYpKDGXjWbklePHdxfjwjYF4oFW8c0+aiI5zXa08cbHvv/8eoaGhDuM5Obe7BX344YcVPv7OeYQQUtvty/wSrZRsF9h8iwL//NQcXslp4K023N/7PnQc0k6kCAkhhBDP5uujgix1CI5FXUVnn9uv2WFKE7bufw29H14gYnSE1E6U83FflPMhhJCbeHshzMUf4s4lF7V2DpuKonF1fzwCr+rwcLdGiG8WK1qMhBBCiCeTcBI8EPYyLhknopHy9kL6zZQGzDk8EW91+1nE6AipnSjf4748Kd9DhWmEuMi+o4mY+sUaWKxst6HObeth+psDoCjnIuICrR7Pz1uJSxlsNzQ/lRJTxnTDu/u2IUvHXnwTpfHFH0NHwi614ZE9C8HZk7Hivq0Il7Md2qw8sN3YBg/X+Q1yCdtBgxDy3wT5+ziM5RVqXVeY5lu9HdP8lUoopFKmS1qWrlT0wrQw6pgGAMgyCDqmOb0wjf19itRoKr3iXFoBG2NkgHO7utVkSYIuVN5KOcJCPKcwjzhq4tcYvvLfsDhlAkb7XoTyjia5vlIbFjfbgknXSvHKkWJ82WsEPt+3D8sunGP2seryRbSNjMLwDs2x4sBZZtvGk5eRUVCCOU8PQpBG5XD8RvXCMW/mWLzx0XKkZxWVjev0Zrz9yUq8Nq47hvVp5dRzJoRUjx9++KHCbbdeq6dPn+6qcAghRDQGax58LEugUbLf1Hx+rB3k5w3g8wshk0vx0hxaPZsQQggR0+ePjMbodbvRrM0uBNzR5bRj430oyLqBwPA48YIjhJAahHI+hBByE1/yGeRgF+U9aVRi1fH74VXAw+9qPl746w2RoiOEEEIIAHSt2xlTd92HaY32QfL/X8FIOWBY3cO4kp2IBmF1xQ2QEEJqCE/K90j+fQohpKp2HbyCdz9f7VCU1q19A3z01sByi9JyirV4+vu/HYrSAtUqvDmqK6aUU5QW5+ePpSNGQ8vr8dienxEgvYTFLTY7FKVZeGCnuSd61/mTitIIqQK5XAp/X7YILa/AuV3L7ibMX1iYpq1g5r3hOA7hPuwxskqde4x7ISzA8tTCNGHHtAiVc4u+0kvY/UeqK19UlVHguR3TklLzmft1YoLoYliCaFUUhib8ij9KOqDUzv4+eEl4zK5/APd7r8Tje3/Biw/ej0kdu0D4W3M0Ix27SpMxvk87SAS/U6dvZGLsN0twLSsP5YkK98ePnzyCJvUjmHGbnceX87fj64U7YLPZy30sIaRm4HneKTdCCHEHm5PfRlMvIzN2zaDBgQXx4JLSAQAj3hyE6AaRYoRHCCGEkP8nkUjQU/UItpYGM+MqqR2nrr8gUlSEEFKzUM6HEEJu4s1HAeMKZizDKsWqnAYoPh8I3/PFeOaNPvAN1IgUISGEEEKAm9cVDmv8KvbrQpjxOgoLtl2fKFJUhBBSs3havoc6phFSzbbuvYgZ32yAzc4+MfTu0gSTX+4DmdSxPjSjoATjf1yO1Hy200yonxrPDGyLKXu2wmSzMtvqBwbh96EjcL4kHW8dXYEHAy7gk7pHoZGwxzXzHA5Yx6BX7DS6QJ4QJwgKUKOoxFB2P7/QdYVboX7VW5gGAOFqDVJKbj8XZWqd25XtXgg7phWa9TDaLFBKPavQNlPPvkaEezu3MC1D69gxrbLSPbgw7XoKW1ieEBNcwUziafwV/nii/o/4I/F9DPZZiyDp7YULJBzwUvRF1FcV4bHdOnzz4KP40X8wXt+8Hgbr7fd+KSXF+Nl4Ei8ObY9F649BZzKXbUsvKMHYb5bi4zG98XCL+g7HD/DzwbfTR+GTuZuwff9lZtvyDSeQnlWIaRMHwEflVQ1nT1yq9uQlyH+0c+dOsUMghJAaI9dwEY0Uh+ElSG3N2NwZ3hfyAZ0BITFBePTdYeIESAghhBDGcw93Re/fO6FDt9WIlt3OhXSOT8TVM9tRv0UPEaMjpJahnI/boZwPIYTcxPNmWIomMxczWnhgn84X23e0girHiphSIwZP6C1ajIQQQgi5rXV4S7y3pQPaNVsDrzuuUx4RcxVbLu5Cr8YPiRccIbUN5Xvcjifme6gwjZBqtHHnOXwydxOExar9uzfD2y/0grScorSUvCKM/3E5MgvZgoCoQF8MebgZPti3A3bBDttERGL+wCFYm34Gn57ZhEejT2Bi9EUoBRfnGOwcTuEVdI952SnnRwgBggN9kHjjdgFKXqELO6YJCtNyqqMwTSPomKatCR3THAuwsg2liFMHihCNeISd4oSd5Koqo1TQMU1T9Y5pkR5UmJaYwnasqhsXUsFM4omUUiWerj8TS5Mj0V66AHUUZmZ7r8BMxHn/hfEHtZjYbCiWjRiD59atQuYdz8GlZhNmn9iPcb3bYPveK8i6ozBab7Jg4q/r8OzD7fBS7/aQStj3nF5ecnzw+gDERARg0fJDzLaDJ5Lw7Dt/YuY7gxEXHVQNZ08IuVddu3YVOwRCCKkxdqe8jsG+FmZsb0E4UhYHQJ5+CQDwwuwn4e2jFCM8QgghhJTjgweexdKcM5gYcQ3S///+SsoBJtlk2O2HIJE4fmdGCCGegHI+hBDy/3QLIbOnMEMXzQqsTGwFPlcJzcl0TJzzFKQyqUgBEkIIIUTolY5vYe2NkxgRePs1PFhmQ5FlGnh+JzXPIIR4LE/M91CGn5BqsnrL6XKL0ob0vg/vvNi73KK0C2nZeOK7vxyK0uJC/NG1cz18dnifQ1Fa9zoJ+HnQMHx3eSc+PbMBb9Xbg/+VU5SmtUtxTfEhOkZSURohzhQUwBZu5RWI1zGtQKuHxWqrYPa9iVSzhUTCYiUxqOVe8JEpmLEsQ3EFs91TidkIrdXEjJVXsFcVGSXCwrTKdUwrMRhRamRjjAp0bow1lc1mR1JqPjNGhWlESMpJ8Wid13BRNh3HDT4O2xt6a/FPy5VYdOk3rMw8jr9HjkGLsHBmjo3n8dPpY4hrEYwmsaEO+5i/7Qhe+XkNSgxGh20SCYfxj3TC1Ff7QS74Ai8lowDPTvoT+45eq+JZEjFxvGtvhBBCiKucy1uDdj4pZRe0A4CNB774qyPklzIAqxWtejRH5+EPihckIYQQQhx0aFAXB493x2Uz26W9SWARDu6eLVJUhNQ+lPMhhBDijnhrCqyl3zJjRTYJthWH4/ye+lClGfFg3TC07tFcpAgJIYQQUp4wnzCkpg1AkY3tk9M3OBM/HvpepKgIqX1cne+hnA+pDlSYRkg1WL7hBD6ft9WhKG1k/9Z489mHIZE4rgJw4PINPP3938gv1TPjdcMD0bR1BOafOubwmJFNmuHLPn3xv+MrsDz5AD5rsgWPB6dCJth9nlWBbNVPuC94dJXPjRDCChYUpuUXuq4wLdyfLRTieSC3xLkd2yIExUiZ2tIKZrpWuKAIS9g9zN1lGIqY+xyAcJXzir54nkeaoAgx2rdy+0/PZx/PcUCEf+WK22qr9KwimM1WZiwhNlikaEhNxnEc+kcOB3znYWNpKGyC947BMguWtdiI7KJlmHTqH3zfvz/61WvgsJ8dydeRF2BC11YJDtv2XkzCI18vwbWsPIdtANC7axPMmT4K/r7ezLjeYMakT1dh4V/7YbdTNoIQQgghNYONNyO96CNEy9hFWZal1Id+NQfkF0Iqk+Klb56hVTgJIYSQGmj+6OfxfXILGOzs63SDur/CbHBdbp0QQgghhNQcPM/DUvwupJz1jjHgqNEbyw89CJkOCDiegYlzx4kYJSGEEEIq8nKPF/FnZj1mzEfCo0Xoz9BbDCJFRQghxNWoMI0QJ1u8+ii+XrjDYfzRIW3x6tPdyr0oZu3xi3hpwSroTRZmvEF0CIIb+uLvS+cdHjPh/gcwscODeGrfrzhfdBzzm69HX798CGveUixqmP3/Rn3/zlU7MUJIuYID2S43eYXOLQy7G19vL3gJutzkFDv3y/tINVtIlFFaUwrT2E5unlaYlq4rYu6HKjVQSKTlT74HhUYD9Bb2NSmmkoVpGYXs/0mor9qhK5O7unYjl7kf5O+DAD+VSNGQ2qBtUDs0j1qCpSWNYBRcmKWU8Pi6wQF0Uf+Nx/b9ghfbt8Gr7do77COpqBA7S5LRr2tjyCTsx7yUvCKM/WYptp25Wu7xWzSKwoJZj6FBvGPXtV+WHcTkWaug1ZnKeSQhhBBCiGttuzED7VXsZw2dTYpFc9tAcj0d4HkMf70/4hpHixQhIYQQQu4m2FcDTfpQHDaweecghRl7D0wQKSpCCCGEECIq40bILIeZoetWGVamN4H2ciB8zxVj/Mu9ERIdJFKAhBBCCLkbL6kXQvRPIcXMLojcRlWKH4++JVJUhBBCXI0K0whxEp7nsejvg/j+t90O254e2R4vPtbFoSiN53n8vOMopizeBKvdzmxrWTcSlvCbHTDuxAH4oGs39G9SD2N2L4SMP4bfm29EG5VjMcxFUwg0IRsQrW5c9RMkhJQrSNAxLa/Adau6chyHUD/2+FnFzi0cixR0TMvT62C22SqY7TqeXpiWYShm7keq/J26/7QS9ucp5TiEqdUVzC5fegG7j6gg53V0q+muCwrT6saFiBQJqU1iVTEYnPAH/iztjiIb+zFNwgHPRFzF5/WW4Ln981A/2hcLBw2Fn5eSmWewWvF38nm071QHAWp2m95kwcRf1+HLdXthKed5PDzUDz98/Ah6d2nisG3/sUSMf/t3XE3KccKZEpfhedfeCCGEkGqms2QhmlsJtYR93fnmRBtw+0sBrR5BkQEYO3WESBESQggh5L/4ePQwzDnZHvmC/EfHxoeRm3pBpKgIqUUo50MIIcSN8PZSmIqnMmMGO4edpcHYu7MFlHkW1C0yYeir/USKkBBCCCH/xejOQ/Hz5ebMmIID+kbtRlLRNZGiIqQWcXW+h3I+pBpQYRohTmCz2fHVgu1YsHS/w7ZnH+mEcWM6OhSlWW12fLRiO75av8/hMR2axyHZuwTncrOZcYVEim/6DEBcmBqP7VmIDgH78WOjvYiVWx32ccxYD3UiNyFIGV7FsyOE3E2woDAtv1AH3oVv2sL82cKxnGLndmyLEBSm8QCyta4rvquIxxem6YuY+5Eq5xZ9pZWwhW8RGo1DB6Z/k17A7iMqwLeCme4n8UYecz8hLlikSEht4yv3xdP1v8V603ikWhQO21upi7Cq5XIsOD8PR0qvYuXoR9AsNMxh3qYb1+DXUI36MY4rR/6y8xjGfb8cWUWOhcxeXnK892pfvPp0N0gFbXjTsorw/JTFWLf9bBXOkBBCCCHk3m1Peh4NFWZm7LLeF1tn1wOflgUAePHLp6DSeJf3cEIIIYTUEDKpBE+EPYV1heHM9Q8KCY9rOdQ1jRBCCCHEk1hLZkEB9jurUyYv/Hn2QcgK5fA7koVJ88ZDKpOKFCEhhBBC/guO4zAw7g2c0Acw4/UVZmxJfE2kqAghhLgSFaYRUkUmsxUffLUOKzedctg24YmueHLEgw7jWqMJL/+8Gn8fdLywt3u7ejhsykB6KVtkoVF44ZfBw1AkK8bEw7/j5fhteC/2HPylbKc1Ow8cMnVE69g18JGzBSWEEOcLCWIL0yxWG4pKDC47fqgve/xsJ3dM8/NSQiWXM2MZpeIXgQkL07I9rDAtXS8o+qrmjmnRmsoXvmUIOqZFBnpQYVqKoGNaLBWmkf9OJpHhsfg3cVn+KY4YNA4L1ATJLFjaYjOM2p8x6dRKfN2vDx5p1sJhP+fzcnBdWYLWzaMctp1MzsDI2X9g78Ukh20cx2HUgDb46v2R8PdlL+o2m6349PvN+GTuJhhNlqqdKKl2HO/aGyGEEFKdkop2o4PPZdxZO2/jgXf/6g75xSzAYkW7fq3QZWR78YIkhBBCyH82vHMbLN/XDUlWNvf8QFQGTh9bIlJUhNQOlPMhhBDiLnjzaUgMy5ixLKsUy7MbIO9EKDRXdejbuREatasvUoSEEEIIqYy2DVpjxYV2sN7xWVLCAf3CrmPnjVWixUVIbeDqfA/lfEh1oMI0QqpAqzPhrRkrsOvgFWac44CJ47rj0cFtHR6TVViKJ75bhv2Xkh22PdyxPjbmXkOJycSMR/v64q8Ro7Cj4Dx+uPg3ZjfdiMeC06GUsK8MJjuHo/ZxaB/7M2QSWdVPkBDyrwL9fSARdJXJzXducdjdhPmzhWk5xc7tZsZxHCLUbJFrptZ151eRCG+2UCrTUFzBTPfk6o5p0X6VLypLE3ZMC3RujDWV3mBGRjZ77nXjQkSKhtRWHMehV/gABAf/hTXaOjALkgFyDpgafxIvhC/Ck/t+QNeG0fjs4d7wkrLv/0rMJuwtSUXTNhGQStnXqiK9ERMWrMKcDftgtbELHQBA6+axWPDZ42hc37H77oYd5/D8pD+RklFQ9ZMlhBBCCPkXdt6K7II3EShYnOnP1AYo/lsO5BVAqfLCK9+NB8dxFeyFEEIIITXNl31ewK/p9WER5D0CAj+F3UYL4hBCCCGEuDOet8JQ+AbuTOVYeWC3zh9bDraCVyGP4Eu5ePHzx8QLkhBCCCGV9mrX97CtJJIZi5LZUKz/FFa7WaSoCCGEuAIVphFyj7JyivHSe0tw8nwqMy6TSTBt4gAM79fa4THnU7Px6DdLcDUzjxmXyyTo0DEeq9Muw2pnL7K5LywcC4cMwScXN+B47mr81GwjHlKXQHBtMQqsClxRfIb2Ue/QRTiEuJBMKkGgvw8zllvg3OKwuwnzq97CNAAOhWkZpeIXpoUJOqYVmQ0wetDFChmCjmmRzu6YVlq1jmk8zyOjkN1HlId0TLueyr7GSyUc4qKDRIqG1Hb1NPXQK/4frND2RqHN8aNbV/8cLG++FD9dmItLlhQsHTEScX7+DvOO5KUjoIkGwcE+DtsWbD+KcT8uR3Y5rx/hIb74/qNHMKJfK4dtiSl5GPe/37Fp1/l7OzlCCCGEkP9o342ZaOXNfr7IsXjh5zntIElMB3geT0wfjfA6oSJFSAghhJB70bBOGLJODMJJI5uviFYZsHPfKyJFRQghhBBCXMGm+xVKnr3e6pJZjkVX24FLVcLvZAFemzEKPn6O320RQgghpOaK0IThXFof6O3sNS6dfIvw+7kPRYqKEEKIK1BhGiH34PTFNIx/5w8kprAXn6u8Ffji3eHo0bGRw2N2nU/E098vQ26Jjhn3UyuR0CoEW9MSHR7Tq249TO3RBc8f+gNBsg34rtFuNPJyXDUg0ewHrd9i3Bc8uIpnRgi5FyGBbHGYSzumCQrTyissqKpIjaAwrUZ0THMscsoylJQz0/3orWYUmvXMWKS3kzumFQs6pvlWrqisWG+E3sQWCkYGeEZhWmJyLnM/JjIAXgrqYkrunY/MB4/W+wZH8R6umpUO20PkFixutgV+lnmYfn4N5g7sjwENGjrMu1FShGw/A+o2DAYPdinyE9fTMXL2H9hz4brD4+RyKV4f1wPT3xgAb6Wc2WYwWjDj2434aM4G6A20slWNw7v4RgghhFQDvTkLCbIlkAvWYHpvfyd4HS4CSnWo27IOhr3WT5T4CCGEEFI1Xzz+CGaffBAldvbFvkP9ncjPuiJSVITUcJTzIYQQUsvxtizYS2czYyV2Dsvy6iLtWDTUKSY09/VGtzEdRYqQEEIIIVXxctdXsSIvnhkLlNpRX70WufoUkaIipIZzdb6Hcj6kGlBhGiGVtGHHObw2bRmKSgzMeKC/Ct99OBr3t4hjxnmexx97TuDVX9bAYLYy2yLDfCGLl+NETqbDcca1aoM+zeLwwsGFGBW5DtPiTiNcZnOYd8RQF4Gh61BH08IJZ0cIuRchQWzhlis7poU6dEzTwW537rvGCEFhWmYN6JjmI/eCWubFjHlKYZqwWxrg3I5pPM87dkzzrVzhW3oBG6NUwiHcX1PBbPdyXVC0nhAbIlIkxJ1wHIc+UY+BC1iGbboIWAVP8zIOeCn6Ij6oswBvHPkW3RtH45PuPaGUsUWRRqsVZ4w5iGoWAIng6u5CnQEvLVyNGSu2w2B27EDZo2MjLPzsccTHOHYA3LznAp556zdcSsyq+skSQgghhNzhcPKTiJSx+bTdRWG4+mM4kJYFiYTDxHnPQyqTihQhIYQQQqrCT+ONPsqxWFsUwYx7SXjcyH1apKgIIYQQQkh10hW+DRnH5nv26zVYc/p+yHM4+J7IwqSfngPHcRXsgRBCCCE1mUqmgjf3DHKt7LV9LZVGLLv0ujhBEUIIqXZUmEZIJZjMVnwydxOsVjszHhcViB8+fhQNEsKYcbPVimnLtmHW6t3gBRcQ100IRqavHikl7MX7MokEH3XrAZm/Cd9c+BWzGq/FMyGp0EjYHdh4YJexB1rFrkKQkj0uIcS1QoPE65gmLEyz2Gwo1BkqmH1vItSCjmmlNaMALFzQNc1zCtOKmPuBChW8ZfLyJ9+DfIMBRiv7RUBUJTumpRew/xdhfhrIpJ7xtjPxBtsxrW4cFaYR52mgaYQOceuxUvcQCm2Of1PNVSVY0WI5jqbPwj7tRfw6dBgaBgU7zLtaWgDESaEJcezA9teBMxj15Z84l+JYZBYbFYifPh2LAT2aO2xLyyrCC1MWY8mao04vkCaEEEKIZ7qSsxIPqJOZMZ1dgg9/6wbF5UzAbMGgl/qgYdt64gRICCGEEKd4uk9H/L69J5LMbI6zZUgujh77VqSoCCGEEEJIdbAbdkNlPcSMJVtkmJ98P2yXVfA7V4Ixj3ZAZN1wkSIkhBBCiDOMaDYcS9IaMWMqCY+Hgy9jf/oakaIihBBSnTzjCmFCnMQs6HgGAA+0qoN5M8ciKtyfGc8t0eKZ75dj5ZFzzDgPHvWbhOCsLQdas5nZFuTtjW/698PGwhO4VvQ7fmq6GV3VpZAJFgHS2aU4yr+KbnHfw0vKripACHG94EBBYZoLO6YFa3wgEawUll3s3MK4SA1blJSpFb9jGlBeYZpjJzF3lCE4T2d2SwOA9HIKpsN91BXMLl+GoDAtKrByhW21Fc/zSBR0TKsb51gUREhVqGVqjK47DyckH+KcSeWw3VvC46OE43g08Gu8d3oRXu7SGmOb3+cwr9RiRpZKD7+6PuAFCyAk5xbi8W//wryth2G1sQsyeCsVmDShN6a/MQA+KgWzzWq1Y+6vu/HatGXIzPGM5+SajONdeyOEEEKcyWo3AIZpUArep3x1tSUkG61ATj5CooPw9IxHRIqQEEIIIc4ikXD4ut8z+DqpJcyCz5cJYT/AZtGJExghNRTlfAghhNRWPG+EofhNZszEAysLYnD5TB34pFkRnlWCse8OFSlCQgghhDiLhJOgZ/3puGxkrxmrK7cgu2QmLHaTSJERUjO5Ot9DOR9SHagwjZAqGDPofnw2eRjUPmxx2LmULIz5eglO38hkxnkJj4im/jily4bwOb1pSCim9uyMzy4tR3u/xfgs4RgSFI6FcJkWFdK8v0OHyJepbT0hNURoENtRzJUd02RSCYJ9fZix7CLnFsZFatjzKzGZHAprxeBQmKb3zI5pkSo/p+4/VVCYFqnWQCqp3FvGNEFhWqSHFKblFmhRqjUyY9QxjVQHjuPQM2IUAoLXYp22PkzlJAse9M3H383/xPakz2HSlODbfv0QovJxmJdhLYUsQQGpmv07t9rt+G7TATw1dxlS84ocHtejYyP88sUTaFI/wmHbyfOpePKNX7Fu21nwwrbBhBBCCCH/waHrr6GeF/ve+oJBg03fNIXkSirAAy9/Ow4qjbdIERJCCCHEmZrUjYD9Yj/s1QYw4wFyK/adelSkqAghhBBCiDMZij+DN9jvkU8aVVh8uS1kyTJojmThja8eh5c3LdBNCCGEuIOmQU2wNqUbrPzt65wlHNDVtxB/np8uYmSEEEKqAxWmEXIPZDIJJr/UGy8/+RCk0tt/RjzP4++DZ/Dk3GXIKWYLQ2Q+EijrKZGoLXTYX/96DdCteSS+vbQAHzVcjmdDU+AntTvMO2aIhTR4DRoH9HD+SRFC7pmYHdMAIMKfLRzLLHJuYVyEWuMwllkqfte0CEFBlrCTmLtK17PnGeXkjmlpJYJuZ76VL3zLKBTsI8AzCtMSb+Qy91XeCoSHeMa5E3HE+MSgT8IqbDA9gxSL3GG7WmrHFw0OoZ9mNr5NXIVpvTqjX70GDvNKLCaUBFnhE6sEL1gS5/SNTIz48g8sO3gGdju7LTLMH9/PGIPHhraDcL0EvcGMT3/YjHdm/oP8QlrZXBR23rU3QgghxElytKfQXLWbGTPzHCbvfAiqYzmAwYiOQ9uhw+C2IkVICCGEkOrw+ZMj8en+rsizSZnxDtEXkXJjdwWPIsQDUc6HEEJILWS3JEJu+JMZy7dJ8GNqS5gu+sHvsg7tGobhgf5tRIqQEEIIIdXhpQ7TsDo/lhkLkNrRXLMWGdpEkaIipAZydb6Hcj6kGlBhGiGV5O/rjTnTRqF/9+bMuM5oxjt/bsSHy7fDbLWVjfPgoQrzgi7EjgKTgXkMB+DFdm1RqslHasl8LGq2Be1VOsgEF/aaeQ6b9Q+jeexahHuzb9IIIeITdkzT6c3QG1zXUSwigD1+VqFzO4d5y+UIUCqZsUyt+IVpkYKCLGEnMXdV3R3T0krZ359o38oXVqUXCIrngpwbY00lLEyrGxtM3U1JtVNI5BheZxKKfX7DVm04LOXkDbr45eKvZr9hR8pMBEYAnz7cE75ejqtN5nB6SOJlsKvYcb3Jgo+Wb8f4H5cjRdA9TSaT4oXHumDOtFHlFmIeOH4dT0xchB0HLlflNAkhhBDiIXjejoyc56GRsG9qluTEo+QXDbi0bKg03nj5m2dEipAQQggh1UXlrcBrdR/Fwsx6zHURUg6w2V4Dzzsu6EgIIYQQQmo+nudRkv88pHcsjmjngbVF4ThypR6UN3hoTqTh1W8p30MIIYS4Gx+ZD9TSN5FtYa89bO5lwoarr4kUFSGEkOpAhWmEVIJEKsGCzx7HfY2jmfHLGbkY8/VibDzJXnDLczx86ngjV2mAVfCFWZC3ClN6dMSOkl3oH7wAn8SfQITMBqEsixcO8G+jd/x38JZ6O/+kCCFVFiLomAYAufmuK9yq7o5pgGPXtIxS5xa/3QthQVaGvhg87/4rOWQIOqYJC/SqKr2E3X9MJTum8TyPjAL29yPSQzqmXU/JY+4nxIWIFAnxRPcFtkHHOhuw0jAQGVaZw3aN1IZZ9Y5goGYGVmSuwYe9u6JTTJzDPK3NAkOIHZJIKXjBBeFHE9Mw7PPfsGjnMdjs7Hvb1s1i8euXT6J/92YO+ywuNeD92WvxwZfrUFisr+KZEkIIIcSdnUydhWbehcxYusUL85a0h/x0MsDzePrjRxAcFSROgIQQQgipVoM6t8ThHb1wxsiumhOn0mP3MbpYiRBCCCGkNjJof4EvUpixy2YvzLv2IKRXlPA7koNHXu6JiPgwkSIkhBBCSHXq27gPFl5ju6LKOKBfSCJ2pPwtUlSEEEKcjQrTCKkEH28F0wmC53msOHQWY+csQXIue9GMzYuHJF6OXN7x4tu2kVEY3i4ee3Pn4etGyzA8IAde5TRU2aeLRrHv7+geOQ4Sjv5cCampvLzk8FWzq3rk5GtddvxwQdFPZqHzC9MiNYJj1ICOaVHe/sx9g82CIrOh/MluwmyzIsfI/uyd3jGtpGod0wq0BhgtVmYsKtAzCtMSkwUd0+KCRYqEeCq1TI1HEmYjXfkjduhCyu2e1kZdiEWNf8eVnGkIi+bxVscOUMnlDvNK5RbYYiWw+vDgcXtHJqsNs9ftxWPfLMXVTLYY00flhckv9cGnk4Yi0F8l3CW277+Esa/+jI07z3lEIbHoeBffCCGEkCrSm7IQLfkNkjtyZHYemHb+Qfis1YLT6tDogfoY+GIv8YIkhBBCSLX7+bmnMeNkJ+js7Bdn7aK2oKQoWZygCKlJKOdDCCGkFrFbMyDRfs6MGewcvk27D6WXAuB72YgIowlj3hkiToCEEEIIcYnxD8zE7lK2CD1cZoPNNAtGm3tf70fIf+LqfA/lfEg1oEoXQu5RicGISX9uwrS/t8Fkvd3pjAcPBElgCuehtZkdHvdoy2aQh2QjVDILcxocQH2F4xytXYq/Sh9G85gVaOzXsjpPgxDiJMKuaXkFbtYxTSPsmCZ+YVqYty+kHHtxQoa+SJxgXCTT4NipLlJQoFcVPM87FKZFVbIwLa2A7bgmk0gQ6ufYVdDdWCw23MgoYMbqxlLHNCKOB4K7oG3sBvyt7YPMcrqneUl4vBF7Fi+EfIz9RSvxykOt0Skm1mGeibfBFMwDkVLYpWxG4lxqNkZ99Se+33wQZitbjNqpbV389tVTeKh9A4d9lmiN+Pi7TXh9+t9Izyqq2okSj2c2m1FQUICSEvE7uRJCCKm6s6lPIFhmY8a2lITj4k+xkFxJhVQmxRs/PQ+pVCpShIQQQghxhUB/NfrJRmNFQRQzrpTwSMx4RKSoCCGuRDkfQghxDzxvhzb/aSg4Qb6nNAS7rzSEV5IU6gPJeH3uOCiUCpGiJIQQQogrhKvCcSJrCEpt7Hc8HX1K8fuZSSJFRQhxNcr5uDfHqxQJIf/q0JUUvLd0M7KL2Y5IdhkPaaQMWs7i8Bg/pReGta6P69qVmBx/AI0UJnDldEk7b/TFdekrGFXvMUg5utCGkNoiJEiDxJTbnWNc2TEtIoAtGsst0cJis0HuxIv1ImtgYZpMIkGo0heZhtuFUOn6YjQNiBQxquolLLzTyL3gq1CWP/ke5On1MNnYApNoTeU6sqXmFTH3IwN9IZW4/1oIKRkFsFrtzFgCdUwjIvKT+2FsvTk4mLcb50reRxdVlkOH3nilHouarMaqvFOQBg3DW/HtMf/wSRSbjMw8vdwKeYwEknwe0lKAw80dWW12/LDlEDaevIx3h3XHgw1uF7f5+6rw0ZsDsXXfJXw5fxu0OhOzz+NnU/D4xEV4ZlR7jBl4P2Qyet9LKken0+Htt99GSUkJCgoKkJaWBolEgmbNmqFdu3Zo2bIlWrVqBbXa/YujCSHEHVzNXoaWPsnMWJFNhpmbukB1MA2w2TB6yjDEN48TJ0BCCCGEuNS4gZ3Q98s+6DLyN9S5Y4HH+wLzceD4LHRo846I0RFCqhPlfAghxH2YS7+Hmk9ixpIsCnxxtQMkl1TwO56Lbr2aoW3vluIESAghhBCXeqXjq/jh+D68EnO+bEwp4fFQ0DYkFl1EXf/GIkZHCKlulPNxf1SYRkglfbpqJ/7ce4oZ48HDqgbswRwMvGNRWpuoCASHF6GOciZej8yEj8SxB6aF57C2tBlahM/EYF/H7hKEkJotJEhQHObKjmkBbEcrngdyirWICqxcQdFdj6EWdGXTil+YBgCRKj+mMC3DUCReMC6QoWe7kTmzWxoApJWw+5dLJAir5Bt9Yce0mCDn/R7WZHcWpgJAaLAGGh/nFQ0Sci84jkOHkIegD9iEdamfoaV0OeoKuvVKOWB4yA30CvwGs5PbYPgDjyIt3YwtiYnMPAtvBwIBbz8Z7Dk2SM23q9yScwvx7LwV6NuqIf43qAtCfNVlx+/VuTHaNIvFnJ93YMeBy8w+zWYrfvxjL7btu4R3XuyFxvUiqukn4Zk4x48cbuXq1av44Ycfyu5zHAee53H69Gn8+eefAIAhQ4Zg2bJlkMko9UEIITWZ1aaD0vQh5IKFsT9LagnpEg5cdgGiG0Rg7HvDxQmQEEIIIS7HcRwWPvYcpp66jB9a7IX8jsV2GoUvgtHwPJROzo0SUltQzodyPoQQUhvYLdcg0X0L3PE+zmDn8E1Gc+RfDIZfkgn+N3Lx4vrJ4gVJCCGEEJdSSOS4P3QKLhhfRBPl7W5JdRUWLE15GQl+28CV1+2DEA/g7vkegHI+nsD921cQ4kRao9mhKM0u5WEN52AO4mHl2U4pMgmHwS3jkRC5GW/GzMXY4Ixyi9LSLN5YY3wW/ev+gQZUlEZIrRQSxBbv5LqwY5qvtxe8FXJmLLPQuYVjEYKOaZmlpeB58d8NR6r8mfvCwi13ky7omBYlOP+qSitlWyRHanwhqeQH/tQ89v8g2kMK067fyGXu14sLESkSQhypZCqMjJ8GLmA51mrrQWt3/LvWSG2YVvcIRvq9B5vPETzbsQWCVSqHeQapFaYIHuZAHrwgK7Lx5GUMmvUr/tx7Elbb7ffFQQE++PDNgfh00lCECgq5AeBaci6em/QnPvtxC4pK9E44Y+IJLl68CAAIDAyEj48PeJ6HRCKBXC6HTCaDj48P6tev/5+TVTqdrjrDJYQQchenk59ClKB4/qjOH7sWNYHs9HUAwOvznodCqSjv4YQQQghxU1Fh/mhWOAZbS0KZcX+pDUeuDhEnKEJItaOcDyGE1H48b4axYBykgu+RNpSGYNuVxlDckEKz7wZemPUYAkI947tkQgghhNzUMa4t/rjQBRaevW6lX3Aalp6dLVJUhBBXoJyP+6NyQkIqwW6/fYHtrS5ptiDABrvD3Gh/DVrWK0a/4E/RWVMERTnX9Vt5YFNpXUQGfYiRQW2rM3RCSDULDRR2THNdYRrHcYgI0OB6dkHZWGaRcwvTIjVsVzaTzYoCgwFB5RQtuFKkik1UZwgKt9yNQ8c0lXMT9anFgqIyX98KZlYsLb+IuR8T5F+FiGqPREFhWkJssEiREFKxeppGSFCvw7bM3xBinIPmXjpIBO9R63tr8UPD5dhceBDXGwyHzBCPzZeTmDk8AIuGB9QSSPJ5SHUA9/9LXmqNZny6ahdWH72A94Z3R4u4213QOrWti9bNYvDT4r1YsfEk7qxv5nlgzdYz2HnwCsaP6YjBve6DTErrqNwzHoCrC8hdfLjmzZvj/fffh7+/P+rVq4fDhw/jk08+gc1mg91uh1qtRlxcHICbn+MkkvJ/n06ePIl9+/Zhz549uHbtGlQqFRo2bIiuXbuiY8eOSEhIqPCxhBBCqi6raAOaq04zY3q7BO/t7wr1zlxwJjP6juuB+7o2FSlCQgghhIjp9VEPo+fXh9Fu1J8IltnKxjuEZODIuW/RrtkrIkZHiAgo50M5H0IIqQWMRdOg5DOZsStmBX643g78BR/4nynEfQ3D0fuph8QJkBBCCCGimvLwdCy/ch6PBN++FsVXwqOx76/I049CsCpWxOgIEYEY+Z5bx3Uhyvm4PypMI+Qe2KU8rMGARVneszKPzg1D0DLkHzwWdglBUseiNQBINquw0zQYw+u8AX8FrQBESG0X7NAxzbmFYf8mwp8tTMtycse0MB81JBwH+x1vgDO1peIXpnkLC9Pcu2NahqGIue/swrR0Qce0aN/K7z813zM7piWm5DH361LHNFJDSTgJekU+hXzTIKxKexsdvA4gXGYVzAH6BqbjIf/vsCC9CWSth+PcdT1uFLHPERbODgQDcl8JpPk8pObbVW4X03Pw2LdLMej+Jni1b0eE+t18nVR5K/D6uB54uHNjfPbDFlwX/O2Uao34asF2rNl6BhPHdUfLpjHV9JMgtV2zZs3QrFmzsvvnz58vW00JAPz8/MoSVuXR6/X4448/MGPGDKSlpTHbDh48iF9//RUdO3bEG2+8gSFDhsBms0EqlVbPyRBCiIey241A6duQsQ3A8V16E5gWqeGVfA4BYX549rPHxAmQEEIIIaKTSDj8NOJ5zLp6CbMaHSlbYEfCAXX9v4fJ/Bi8FAHiBkkIcSrK+RBCSO1mNe6GwrgcuGNhxBI7hx+zmyLjXBjU6RaoTqVi4rGZ4LhyVvgmhBBCiNvzVWigK34C6X6zECU3lo039TJh8ZXn8MR9G+l9AiFuiHI+7o/KAQmpJLMvD1MUX25RWphGidHtsvFmwy/xasSFcovSTHYOfxfVxw2vr/BMvWlUlEaImwgVFKYVFuthtlgrmO184QFsx7ZMQfFAVckkEoSqfJixjFLnHuNeRKn8mfvu3jEtXXB+kYLzr6q0kqp1TDOYLcgtYVskxwT7VzWsGq9Ea0ROHlsMWjeOOqaRmi3IKxAj6i5Alvd8bNZFQGd3TOp5S+x4JeYc3q/zCbrUO4RezWPgVc4HdovCDmMED1OQHXbp7ffIPA+sPnoBAz5dhHlbD8N4x+tiswaR+Pnzx/H82M5Qejmul5J4Ixcvv/8XPvhyHXJcXOxNage73Q6bzQaLxQIAOHfuHLM9ICCgLGFVXtL666+/xssvv4y0tDR4e3s7bOd5Hvv27cOwYcMwe/ZsSKVS2Gy2cufdYjQaHbYTQgip2NW0JxEqNzNjx/V+WP5XayiOJgI88Or3z0IToK5gD4QQQgjxBHVjQ+CXOBp7tEHMeIDMhlPXBokUFSGkulDOhxBCai/eXgxr0Wu48+nZzgP/FIVj+5XGkKfL4LsvFY+/PQjRDSLFC5QQQgghohvf4RH8eK0l7Hdchi3lgD4hyfj7wjfiBUYIqTaU83F/1DGNkErgJYAloPwuaT2a2jEkejEe0uTBW1J+f8uTBn+csg3H0ITnEEgrOBLiVoIDNQ5j+YU6RIS6pvg03F9QmObkjmkAEKnRIEunvX0MrfiFAsKOYcUWI3QWE3zkXiJFVH2sdjuyDWwxoLAwr6rSSqrWMS0t37FjXXSg+xdgJwk6PslkEsRGBooUDSGV0zqoI8wBW7E+7VvE2v9Acy8dZILP9kEyCz5I2Itk43H4ynsiMb8ZTt7IBbPcJQCrGrD78JAWA/ISgONvbjeYLfhu0wEsP3QWr/fvhH6tGoLjOMhkUjw+7AH07toEc3/dje37LznEt33/Jew/dg2jB96PRwe3hY/K/Z7fqwtX/kcSl7Hb7Q4rFN0pOjq6Svu/tWLSrdWNLl26+ftzK4EUFhaGiIgIALcTVjzPg+M4rFmzBvPnz4fVaoVSqYTBYEBkZCTGjx+PFi1aYPXq1Vi+fHlZAmrGjBlo27YtunTpUraPW+cokUiQmZmJHTt24ODBgzh79izsdjsaNGiAjh074sEHH0TDhg1pFSZCCBEo0m5CXflJZqzEJsE7x7rBb10BOJ0BD43ugE5DHxApQkIIIYTUJFOe6oeHvzqFZo8sRrDs9sUEbQOzceLKF2jd4C0RoyPEtSjnQzkfQgipiXiehy7/WaigZ8aPG1X4I7U1rBc0CLxYgniVAqPepsUFCCGEEE8n4SQY2/w9bC94Fj19M8vGQ6R2RHv/jIzSQYjUxIsYISGuJXa+B6CcD+V8qo4K0wipjHK6w8YEW/FM890YEHgdAeV0SAOAAqscy4pbol3EGxgX2KaagySEiEHj4wWllwxG0+1uMDn5pS4rTIsQFKZlFTm/aCxCowGybn8QzCgVvzAtQuX48003FKOBPFSEaKpXjrEUNp79BCIszKsKO88jvVRYmFa5jmmpgsK0YI0KKi95lWOr6a7dyGXux0UFQSajDyak9lBIFBga+ybyjE9ibcZUtJHvQazc4jCvjlKPT+utxqnwPfg5YABOJgchs8jAzLFzgN2fh00DyAsAqR7g/v9NdFZRKSb9uRGL957E/wZ3Rcs6N1fDDA3SYPobAzCk9334esF2JAqKPY0mK35dfgirt5zG0yPbY1DP+yCX099YTVdcXIyYmJgKt/O887JqOp0Oqamp4DgOdrsdHMchIiICQUHsavq3Ek3ffPMNUlNTAaBsJaZly5ahQ4cOAICuXbsiKSkJ+/btg0wmQ3FxMVauXIn27dtDLr/5unYrWbVq1SrMmjULhw8fBnAzkWa327F//3788ssvaNy4Md544w2MGzeu7LzLW9mJEEI8id2uh63oTUjuyEzzPDAnoxlMv6qhunoOfsEavPTNM+IFSQghhJAaRSaT4vtBz+DDS9fwVdODkN7xsaqezwKYzI/DSxEmXoCEeBDK+VDOhxBCymPULoTKdooZy7ZKMS+rBdJOR8Anxw7vfYmYuOU9yBXu//0xIYQQQv5dk+AGWHq8J+5vugQBstvXqLT2NuDXxAl4tsX6skIWQkj1o5wP5Xyqip6xCblHMpkFE9qfxO+df8XjIdfKLUqz8sCGkkist7yJJxvOx/1UlEaI2+I4DiFBbHFYXoG2gtnOFxHAFhBVR2FalIY9Rrqgu5YYlFI5grx8mLEMfZE4wVSzNH0hc99bKkeAQuW0/WdrtTALWhdHaypX+JaaX8Tcjwnyr2JUtcPVpBzmfr24EJEiIaRqgpXBGJ7wA+z+K7Be1xj5tvI/LrZUF+Lr+r/jg7Z/oVszDj5KxyIxuxQwhfAwRvCwKnnwuJ2cOJOShce//QsTF61FYlZ+2XirpjFY+MUTmDiuO9Q+jp3RikoM+GrhDjz++i/YceCyUxMebol38U0Et34HEhMTUVBQUJaUViqViI2NZebckpaWhh07dpTdt9vt6N69e1myCgCCgoIwaNAgyGQyWK1WSCQSLFmyBKX/X5R/K1m1evVqvPLKKzh8+DCTyLrTxYsX8eyzz2LixIkwm82UrCKEEAApGU8wXzACwCG9P1avaAXv/YkAz+Plb8fBP8T9uy8TQggh5L9r0jAK6ouDsKWYXZRMLbXjcvJgkaIiRASU82Hm3EI5H0IIEY/dkgip9gtmzMwDiwoScOJqAuSZUvjtT8fAJ7qgWcdGIkVJCCGEkJpo8sNvYmFGY2ZMwQF9g5Px27kvKngUIW7I1fkeyvlQzqcaUMc0QiqLs6Nvk2RMqLsPDb0MkFTwfHPFpMYmXXf0j3kB9TX1XBsjIUQUIYFqpGbcLh7KyXddRzFhxzSt0YxSgwkab8cL++9VlC97UWBaqfiFacDNrmH5Jl3Z/Qx98V1m115pOrYwLdonwKlvelOKi5j7SpkMoT4+5U+uQJqgY1pMsGdcSHo1mS1Mqx/vfh37iGdJ0DRCvHoVTuTvwOni6WjnnQ21hP3QL+GAhwMy8ZD/j1gTEo8VGb1xNNEOu5V9XrIrAFMYD4kRUBQCUvPt7dvOXsOOc4kY0KYRXuzVHtFBfpBJJRjerzV6dGqE+Uv2Y+22M7DbBQmHrCK8P3stmtSPwITHu6Bl04pX6yHi8fPzw7lz56r1GHa7HVKpFBcuXIDVaoVMdjPFoVarUadOHQCOKxft3LkTACCTyWA2m+Hj44Pu3bszc3meR6NGjcqSVXa7HUVFRSgoKEBgYCAkEgnMZjNef/11pKenQyKRwGq1guM4PPfcc+jQoQNOnz6Nn376CXq9HlKpFHPmzMEDDzyAMWPGVOvPhBBCarri0uWIkZ5hxgpsUkw+2g3+G4rAlejRcWg7dB3VoYI9EEIIIcSTTX9+MHp8fgktn1iMiDu6vTfzLcDRS++ibaOPRYyOEM9AOR/K+RBCyJ143gZ9/lNQcezFnFu1QdiR2RDm8xr4X9YipFiPcTPHihQlIYQQQmoqb6k3OoVPwVHdS2jrc3th42iZDfHqxbheOAQJAQ1EjJAQz0E5H8r5VBUVphFSCVKJHX/2W4bWqmLIK6gFyLPKsbK4GRoGv4hXY7tAwlFjQkI8hUPHtHzXdUwL81c7jGUWlTq1MC3aV9gxrWYUgEV6++NsYUbZfXftmJYqKEyLUQU4df/JgsK0WD//She+pQoK06I9oGOa1WrD9Rt5zFgDKkwjboDjOLQJ7gF7UDfszFoIb8M8tFSWQCl4WpBxwLCQJAwInod/wuti8Y2HcD6FA+zse2C7EjBG8JDqeSiKOEgsN3dk53msOXYRG05exogHm+O5h9shxFcNf18V/vd8T4zo1wrz/tyLfUcTHWK8cDUTL7//F+5vEYdxozugeaOo6vpxkHsgkUgQHR3tkmOdOcMWOPj5+SEuLs5hntlsxrFjxwCg7DUuODgYLVq0AHA7YcVxHIxGI4DbiS0/Pz+cP38e9erVg8lkwsKFC3Hjxg3I5XJYLBYoFAq89tprmDVrFgBg6NChMJvN+O6778pWV/r4448xePBgeHt7V88PghBCajibNR9c6VTcmSqz8cCXac1gW6KB4vwZaAJ88Orc8bTyHCGEEELK5aWQ4aeRT+HdM8mY13o3811dE9/l0OqegdqnrngBEuIBKOdDOR9CCLlTcdFH8EU2M3bNrMDS3KZIPxoBZb4Nql1X8Mofr0LtX7lFUQkhhBDiGTrEtsb7m/qgaYulUElsZeP3Kw1YlPQqXvTbUNZViRBSfSjnQzmfqqJnakIqQS2z4AGf8ovS9HYJFhfEY7P1HTzWcCG6hT1ERWmEeJiQQLY4zJUd0xQyGYI1KmYsq9C5Hc1iBB3T8g0G6Mxmpx7jXkSp2LjctWOasDAt2sffqfsXdkyL86t8t7O0PHYfMUHu3zEtOa0AFquNGatXJ0SkaAhxPgknQY+IZ9Em9gD22J7GWZM3rOW0c1dwPEaHXcOy+xfio067kBBlBiSOE20qwBDBwxhkh112e7vVZsfS/afR75Nf8NW6vSjSGQAA8THB+HTSUMz9aAya1I8oN8ZjZ27gxXeX4I0Pl+PclYxy53gijuddehPT+fPnAdxMOAFAUFAQYmJudtK7s7DBbDbjypUrzGMjIiKYuTbbzef0xMRE5vEymQwGw83fy+TkZKxdu5bZ3qBBA4wfPx4AYLPZoFar8dxzzwEA5HJ52eMuXLjgtPMmhJDaJiNrNNQS9r3zbm0QNv7TGt57r4Pjebz49dMIDHfuIhyEEEIIcS9NGkShXupgrCpgF6jxlvBIzxpV9tmQEHdFOR/K+RBCSE1hMF+At3EJM6a1c/gxtwkuXoqGJE8C/x030GtUe3Qe9oBIURJCCCGkNpjacwoWpTVmxrwlPPqGpOD3c1+IFBUhruPqfA/lfCjnUx2oaoaQKrLywJaScPxQ9Cg6x83H43WegFrm2LmIEOL+HDqmFbiuYxoARASwHc0yi5xbGBel8XUYSy91bvHbvYhU+TP3PaUwLdYn0Kn7Fxamxfr5V+rxNrsd6YJiyGgPKEy7msSuABge4gtfDa2QQdyPl1SBPtGTUS9qH7aZB+GaWQF7OTkKLwmPR8KvYm37Rfiw807EhBsAiZ2dxAE2NWCIdCxQM1qs+HnnMfSasRCz1+5BXokOAHBfk2jMm/koPnprIKLD/cuN8cjpZLwweTHemrECF69lOuvUSQ0mlUoBAFevXgVwO2EVFhaGiIibhYx3JqxkMhmSkpIAoGx1o9DQUISGhjrMvbU60619SiQS+Pv7AwDOnj2Lc+fOMY9p27Yt6tevz8RXXFyMwMBAWCwWADcTWTt27GD2SwghniKv8GtEyVKYsSyrDFOPdIX/xkJwRaVo168VHn6si0gREkIIIaQ2mfJcf3y/ojeSzQpmvL5PKfafnSBSVIQQZ6GcDyGE1Hx2uxWG/Gcg59jnveVFMTibEw3TJV/4nStCBM/jpTlPixQlIYQQQmoLuVSONmHTcVbvz4zXkVsR7bMEyUVXxQmMEOJUlPNxb1SYRsg94nnghMEPs/J6ISDoC7zVeCrifGLFDosQIiIxO6YBQLg/WxiXWejc43vL5QjyZruypZXUhMI0Qcc0Q5E4gVQzx45pzu0icKOYLeirbGFaVlEprDa2+CQmqHL7qI2uJOUw9+vHh4oUCSGu4SPToF/cFwgN24Et5q5IssgqLFB7NOwqNnf6HbO6bEd8ZAkgvUuBWrAddvntHRnMFizadRx9Pl6Imf/sRFZhKTiOQ7f2DfHHnKcxcXwPBAX4lBvjoZNJePadP/H2Jyupg5oHyM/PR2ZmJiQSCex2O2QyGaKjo+Hj4/j74eXlhbS0NAAoWzHJz8+vLBEF3E5AnTx5EsDtxJZKpSpbcencuXMoKChg9t25c+ey+bf2UVJSAo3m5vszhUIBo9EIo9EIgBJWhBDPYjRfhcrwAzNm4YFPktsAKzSQnkuGytcbr//4PPPlASGEEEJIRSQSDn8++xwmHe8Ko519/3B/yHZk5R8VKTJCiLNQzocQQmq2ooIJ8OfY58xLJhU2FSQg/XAElDkWqPZcw6TfXoGPX/nf5xBCCCGE3Kl9XHOsvTIUJjtb2tDOW4+1ia/S5y1C3ATlfNwXFaYRcg8uGNWYmdMeed4fY1LTr/BAUDu6cIYQglBhx7RCHezlXa1fTSICqrcwDQCifdmuaWkl4ncnE3ZMyzVqYbZZxQmmmmgtJhSa9cxYjJML04Qd0+pUsjAtNY/9XVB5yRGodv/OYVeT2cK0BlSYRjyEv1co+sXNhyZ4PTYbH0CyRYbyPn8rJDyGh17Hpo5L8EP39WgYnQtOVk6Bms//F6iF2GG7o0DNZLVh8b5T6DvzZ0z7eytS84sgk0kxvG8rLJs7Hq8+3Q2B/iqU58Dx63hh8mK8Nm0Zjp9N8bwEgd3FNxdZt24dOnXqhKlTp2LNmjVYvXo1iouLyz6PeXt7Iz4+HsDtZNOt//uCggIEBgaWJbckEknZY26RSCTIz8/HtWvXANxObMXFxSEuLg4AkJycDLPZzBzj/vvvB3Az4XUrlqKiorIE1a2xsLCwsuMQUtPduHEDb775Jho1agQfHx8EBgaibdu2+Pzzz6HX6/99B3eh1+uxcuVKvPjii2jbti0CAgIgl8sRFBSE9u3bY9q0acjKynLSmRAx2e02FOU+AqWEfR1eWxyB/euawGdXIjiexwuzn0RIdJBIURJCCCGkNoqOCERPyygszq3DjCs4wFg6Hjzvwg+rhLgS5Xwo50MIISLTa5fA37qLHbNzmJfbBNfOR0FaKIHv1kSMeXMAmnduLE6QhBBCCKmV3nn4bfyW1JQZ85Hw6B16A4tOfyZSVIS4gKvzPZTzoZxPNZCJHQAhtYmN5/BRVms0DByGiU37w0dGq/oQQm4LERSm2Wx2FBTpECzopFZdIgQd07KKnN/NLMbXD6ezb18gml5a8zqmAUCmoQRx6kARoqkeaXq2WxoHIEpQkFcVRUYDSkwmZqyyHdNS84uY+zFB/m5ftM3zPK4l5TJj9ePDRIqGEHGEesejf/zvyDPewJasqWgkPYZYmRXCP38pB/QMyMDD7VfiiDYYsy8+gJPpEeAtUmaeTQXYVDykBh7yEg4SI8CBg9Vmx4pD57DqyHn0atEATz7UGk1jwjFqQBsM6tkCqzafxp+rjqCw2LFQ4vjZFBw/m4Il345DTKRzi3qJ623fvh0HDhzAgQMHmPFbiSOO45CXl4fMzEwolUoEBAQwr0dt27bFP//8A5lMBqvVCq1WC+BmYkoqlcJut2PPnj2wWq1lcxQKBdq0aQO1Wg2LxYKSkhLYbDZwHAer9WYxfL169cqOf0t2djZK/r+77K3EV1AQFV2Q2mHt2rV47LHHyn6HgZvFZMeOHcOxY8ewYMECrF+/vux3vzLOnDmDjh07lv393amgoACHDh3CoUOH8NVXX+Gnn37C6NGjq3QuRFy5+RMQKmU/NyaZvfDpwc7w31gIrqgUrXu2QJ9nuosUISGEEEJqs/Eju2DgB6fRYdxCNPIylI3HKg3Yc24YujZfJV5whJBKoZwPIYTUDjbLNUhLP7z5hfX/s/PAooIEnM+KhPmaBv4nctEo3B9PTB8lXqCEEEIIqZXkMik615mDy/ohaKi6/f1SXZkVyZqluFowCPUDqfCdkNqEcj6eg0r3CKkEK5SY0Pg7jIkdRUVphBAHAX4qKOTsBfZZua4r3IoIYLuZZRY5v2NalKBjWmqx+B3TNHIlNHIvZixDXyROMNUkRcsWpoV5+8JL6rz1BW4UFTH3pRyHSI2m/MkVSM1nfxdighwLBt1NRnYxtHq2oK9BAnVMI54pWBmHvnV+g1/IZmw3t8cNiwzlNQ3lOOABTR6WtVuPtX3+Qv8mlyDzNgNgJ9u8AWMYD2MED4sPD/7/t9vsPDaeuowxXy/Bk3OXYce5RMjlUowZdD+WfT8eEx7vAn9fx26NndvW87iiNI7nXXpzld27dzuMSaVSyGQyKBQKlJaWYtasWYiKikLjxo3Rv39/nDp1CsDNZFHz5s0BAAqFAgCQm5sLnU5XlmjKzc3F0qVLAdxe7SgqKgrdu98smCguLoaXl1fZcXmeR0xMDJRKJdOVz2Kx4MaNGzAYDGWJLY7jEBERUQ0/FUKc6+TJkxg9ejRKSkqgVqvx8ccf48CBA9i+fTueffZZAMCVK1fQv39/lJZW/jNHSUlJWbK4Y8eOmDlzJrZu3YoTJ05g8+bNeP755yGRSFBSUoKxY8di48aNTj0/4jpa3WoEWXcyY3o7h/evtYfiHyWk55Kh9vfBWwsnuP2iFuT/2Lvv8Kiq9A/g3zstk0zKpPcChNCRjgiooGJF1LWwFuzr6s+OFeta1rb23hbXsuq6NhQsrNJ7rykkpJOeTMr0mXt/f6DBM5NAJkxmkvD9PE+eJ+fcc+95ZxLIzJn7npeIiKhnSJKEj+dfh3uXz4RZFl9PTI3bi72l7wcpMqKewzUfrvkQEQWLosgwN1wDreQW+ldYorGiKRMHNiZBX2VHxNYy3PfRLdDqtEGKlIiIiPqy4alp+GX/1XAqh9Z6JAmYEmrBj8W3wS27D3M2Ud8U6PUervlwzacnMDGNyAchKh3iQ+KCHQYR9VIqlYQEj6ppNfWBS0xLMoqV2Wqb2+By+7fmblqkmGxU0QsqpgFASqhRaB+wBD9hzp88K6alhfk3uaK02SS0UyMioVWrOx7ciQqvimn9PzFtX3Gt0I6KCEV8gCokEvVWMfp0zMr8F4wJS/GLYzoKHVq4O1nLGBraipdHrsDqMz/BzZPXIyLKDEjiYFkHOOIUWFMVOCIVKH84vnV/JW5buAjnPvMvfLZmBxRJwqXnTcJ/3rgeN195MmKjD20kMe/CyT3yeCnw3n//fbz++uu47rrrMG7cOISFhcHtdsPpdMLhcLQvGkmShNraWmzcuLF9lyUAOPfcc5GcnAyLxQK9Xo/Vq1fj4YcfRn19PQoKCvDoo49i0aJFANB+rVNPPRWzZs0CAISFhSHyt0R99W9/K7OystoXpH4/p66uDvv27RPGpaamIj09vaefIqKjdtttt8FqtUKj0eDnn3/GggULMGXKFMycORPvvPMOnn32WQAHk9Oef/55n6+vUqlw8cUXY8+ePVi9ejXuu+8+nHrqqRg7dixmzZqFt956C1999RUkSYLb7cYtt9wiLAhT3+B21QDN90H1h/vDFQV4ry4bud8MQtia/ZAUBbe9eT3i07jLHBEREXWfMSoMN6dfgzcrhuKPLxtVEpCmeQ42+4HgBUdEXcY1H6LAKS0txfz58zF06FAYDAbExMRg4sSJeO6552CxWI7q2haLBV999RVuvPFGTJw4EdHR0dBqtYiNjcWUKVPw6KOPorq62k+PhAKt2fQowiH+/IodOnxUPwz7dqRCY5IQ+WMB/vLUZcgczv8XiYiIqPtunHkjPiseIfQZVArOSajAqxvvD1JURNQdXPM5dviv1AYREREhMT4SFdWm9nYgK6YlGcVqZm5ZQX2LGUnRvlW+Opy0CHGOypbekQCWEhaF/Jaa9vYBqyl4wfSAcrOYmJZh8G9iWplH5btMo9Hna1Q0iL/raXG+X6OvKfBITBs8IIGVHoh+Ex2SitMz34fZ2YAV1U8hWf4Z2TobtB38E4nTOHB75k7cmL4LPzam45W9E1BaFwu4D+2jomgAZ7QCZxSgaVOgbZWgch28WFm9CU9+9Ste+3EtLpg8EpecMBpzz52A888Ygx+W7UZeUQ2GZXP3mv5i7NixGDt2rNBXVVWF3bt3Y8uWLdiyZQt27NiBoqIiAIBer8eAAQMAALIsY9y4cbj//vtx6623wmazAQBefPFFvP/++4iOjsaBAwfgdDqh1WrhdDoxbtw4XHPNNQAAh8OBsLAwGAwHkx5//z9fr9ejvr4eSUlJcLvd0Gg0yM3NxZ49ewAc2pFp9OjRXLCiXm/jxo1YtWoVAODaa6/FlClTvMbMnz8fCxcuRG5uLl5++WU88MAD0Gq7vvvxCSecgBNOOOGwY+bMmYMLLrgAX375JYqKirBt2zaMGzfOtwdDQaMoCkx1cxGtEnesXGsx4l9rJiF6RQOkplacctl0nHzJ1CBFSURERP3J6TNH4YsnzsOauVWYFm5q7w9XyyisPBeDB2ziuh1RL8c1H6LA+O6773D55ZejpeXQ53oWiwWbN2/G5s2b8d5772Hx4sXIzs72+do7d+7E1KlT0dbW5nWssbER69evx/r16/Hiiy/inXfewSWXXHJUj4UCy2rbiDDb58AfXlKZZQlv1I9AUUUSXCUGRK8/gInjB2LOzWcEL1AiIiLqF9QqFU4Y+DryzediiOHQfW2ZWhcmJv6IdWWzMCXj1CBGSERdxTWfYwcT04iIiPwoKV5M3ApkYlpMeCh0GjUcrkM3/1WZWvyamJYeJVbBarLZ0OZwIPy3MrnBkhImxtXfKqZ5Jqal+TkxzbNiWkaU0afzFUVB+TFYMa2wRExMyxmQEKRIiHovgzYWp6b/A063FetrX0a4/T8YojVDr/KufBOiUjAnrgznTi/DTosR7xSNxi8lg+CyadH+SacKcEUCrkgFKuvBBDW1FZAgodliw8Jlm/HB8s04cdgAzJ06BueedhzOO/0YvfHsGCoulJycjOTkZJx22mntfbIso7CwELW1tYiOPvh38/eFo6uvvhoOhwPvvPMO9u3bB0VR0NLSItyM4XQ6kZSUhDfeeAOTJk0CgPbEm9GjRyMiIgKtra2QJAl79uxBaWkpkpKS2hexlixZgtLSUqhUKrhcLgDA6aef3h7b77EQ9TbffPNN+/dXX311h2NUKhXmzZuH+++/HyaTCcuWLWvfbcyfZsyYgS+//BIAUFRUxMS0PsTUtADRUqXQV+XS4tG902BYrIFqdwni02Nx86vXBilCIiIi6o/evPcKzHyxBJ9d+gWSNa72/uywFmzddy3G5/wziNER+RHXfLjmQ9RN27ZtwyWXXAKr1Yrw8HDcf//9mDFjBqxWKz777DO8++67KCgowNlnn43NmzcjIsK3z5hbWlrak9KmTp2Kc845BxMmTEBsbCzq6urw1Vdf4d1330VLSwsuu+wyREZG4swzz+yJh0p+JssWOJr+ighJ/CP03+Z07DPFo2FLPAwVVsQW1ePunffz/0IiIiLyi8FJyXh/2e3IHPI49KpD1ZPG6234qulBjHCMQ6QuJogREvnRMbTeA3DNp7/iM0RERORHiR6JaTUBTEyTJAnJRvEDgspG/86f0sEHEBW9oGpaaphRaFeYTUGJo6f0fMU0k9DO9DExzWS2oc3mEPrSY327Rl/UUcU0IuqYVh2K6cn3YUzGJuRpFmCDLQ4md8dvRyUJOM5gwuujV2L9WR/hgWnLkRjbBHgks8mhgD1BgTVVgSNKgfLbcUUBVuwtxo3vfo3Zz3yAf63YgmaLrccfI/UuKpUKOTk5mDZtmtcxg8GAO++8E8888wwuueQSJCUlATj4Wio1NRUTJkzAvHnzsHv37vbFqt+PA8BVV12FhISD/+drNBocOHAAr732Gvbt24fm5ma88sor+Oijj9qPy7KM6dOntyfucLGKerPVq1cDOPjvZPz48Z2OO+mkk9q/X7NmTY/EYrfb279Xq9U9Mgf5n9XyIyLsXwp9NlnCMxVj0PRdAvTri6ACcM8HNyPcaAhOkERERNQvabUavHXO9bhv+zTYZHGTmtERq1HbtDhIkRGRP3HNh6j7brvtNlitVmg0Gvz8889YsGABpkyZgpkzZ+Kdd97Bs88+CwAoKCjA888/7/P1VSoVLr74YuzZswerV6/Gfffdh1NPPRVjx47FrFmz8NZbb+Grr76CJElwu9245ZZboCjH2N2XfVR9/fWIkMRKeLtsBvxsykLhljRoW4HIJbm4460bEJcaG6QoiYiIqD+6+qRL8dYO8f2fTgJmRpnw7vZr+XqSqB/hmk/fx4ppREREfpQUF7zENABIjYlCab2pve3vxDS9Rov4MAPqLOZDc7S0YGhcvF/n8VVqmJioVWFp6mRk3+NWZBywmIS+nq+Y5lu1M89qaRqVCklG/1Xq642ams2obxQ/gGHFNKIjkyQ1xiVcCUWZh/0tK7Gj6Xlka/YhRe2G1EFhM6PGhatTCjAvuQDbzDF4q3AMVpYOgGxX4/cqaooGcBoVOKMAtUWBpk2C2nawilpZvQn/WLQSr/2wFt/de5Vfq4j2elyAPaI5c+Zgzpw5AICamhqUlJTAYrFg2LBh7YtYnXn77bdxzjnnwGY7mPT4ySefYNGiRUhNTUVxcTFcLhfUajWcTicA4KGHHsKQIUN69gER+UFubi4AIDs7GxpN58uGQ4cO9TrH31asWNH+/bBhw3pkDvIv2V0NpXk+VB5/0z9rysCK1cMRu7EJUlMr/nTnbIyZMTI4QRIREVG/NmJ4GoatmI0P0srw16T97f1qCdBZ7oIcMRUqjTF4ARL5A9d8johrPkTeNm7ciFWrVgEArr32WkyZMsVrzPz587Fw4ULk5ubi5ZdfxgMPPNC+u3xXnHDCCTjhhBMOO2bOnDm44IIL8OWXX6KoqAjbtm3DuHHjfHswFFBNrR8h1r3p949kAADNbhXeqh+BfftSoarRIXJZCWadPxknXeT9e0VERER0NFQqCRdNeA6rqs/D9Piq9v4EtYxTEvfhg53P4urj7g1ihER+wvWeLuGaT+/G9D0iIiI/SvKomFZdH+DEtFhx/spG/1czS4sU56hoDX7FtIxwMVGrxtoCu9sVpGj8q9rSApciC33pfkxMszqdqDWbhb4MHyumlTeIvwPJ0RHQqPv3y8yC/WK1NH2IBmnJ/k0YJOrPJEnCoKiTMCNrEaIS/ofVrtOR7wiBs5N1FrUETAhvxHtjfsWGsz/EI9N/RXpCA6D+w/+PEuA2APbE36uoyZDVBy+Ykxx3bCWlkc8SExMxefJkzJgxA0lJSUfcWW3mzJl46623MGbMGOh0OgBAa2sr8vLyYLfb4Xa74Xa7ER4ejjfeeAOnnnpqIB4G0VGx2Wyor68HAKSlpR12bHR0NAyGg9WuysvL/R7Ljh07sHjxwYoWo0aN6lZiWkVFxWG/ZFk+8kWoyxTFjbb6P0MvOYX+jdYIvLN3IiJ/AVS7ijFgVAaufvLPQYqSiIiIjgULbpyNL/97GjZbxHWASLUbhaVncidtomMM13yIDvrmm2/av7/66qs7HKNSqTBv3jwAgMlkwrJly3oklhkzZrR/X1RU1CNzkH/YHYUIafu7sLGgrADvNeRgX00iLLlRCCtoQabZhZtfuSZ4gRIREVG/lh4fjQOmh9Ho1An9I3QOJId/iq2164MUGREFE9d8eh9WTCMiIvKjRI/ENLPFgVazDREGfUDmT4sRK11VNPREYloUtlUf2oGkoiWwyXcdSfeomKYAqLSYMDAiLjgB+VG5R/U3g0aHaF2Y365f1uL9O+JrYlrZH6r0AUB6rG/n90UFxWJi2qDMeKj7eTIeUU+J1KXipPRX4ZLt2FH/AdyWD5CtbYJR3XHCQLTGiSuSC3F5UiH22cPxaflQfLlvOCxteohV1ABnlAK1TcGQIQlwuN3QqdWBe2DUp0kdlfDzMG/ePGRlZeHjjz/GDz/8gMrKSgCA0WhEYmIiBg0ahHvvvRfTp0/v6XCJ/KK1tbX9+/Dw8COONxgMMJvNaGtrO+JYX9jtdlx33XVwu90AgCeffLJb10lPT/dnWHQEbU13IVypFPqqXBo8UzwJru+jEL4xHzqtGvd/fCt0IV3fbZ2IiIioO7648wbM+aoO/z3jW8Rr3O392YYG7C69CaOy3gxidEQUTFzzoWPV6tWrARxczxk/fnyn40466aT279esWYNZs2b5PRa73d7+vZpr9r2WLNtha7gMEZJb6F9mjsW6pjRUbE2GvtGNqJ/zce/Sh2GIMgQpUiIiIjoWXDJ1Jp747xw8eOIX7X1qCTgh1Iov6+5CdtRiRIZEHeYKRNTfcc0n+JiYRkRE5EcJsRGQJLGybk1da8AS01JjxTdYlY3+TxrzqpjWCxLTDNoQxOjC0OiwtPeVmRv7R2KaWUxMSzdEd+lFdFeVmUxCO8FgQJjWtxtFS2rFGDPj+3/lsH0eiWmDByQEKRKi/kOjCsH4hBsA3ICKtk3Y2fgi0qUdSNc4oengvz1JAnL0bXhk8GbcN2gLNrTGYWHhaKwpy4LsVAOQDlZRCwU+KdyFW046AbrQ0EA/rKCRuAF8QJx44ok48cQTAQA1NTUoKipCQ0MDhg4disGDBwc5OiLf2Gy29u9/3yHscEJCQgAAVqvVr3HcfPPN2Lx5MwDgyiuvxOzZs/16ffI/m/m/MDgWC30WWcIL1SNRtDIDcdsbIDW14urn5mHAqMwgRUlERETHkpiYcNyXeQke3ncALw9dD90f1hWGhvyCCtNXSDNeELwAiY4C13wCg2s+1N/k5uYCALKzs6HRdH6r2NChQ73O8bcVK1a0fz9s2LAemYOOXmvj9YiQxM+AK5w6/KtuOPJ2pEPTKMH4QwEuuf1sjJrOnyMRERH1LJVKwrWn3oPPd+3CJUPy2vvDVQpOj2rAG9tvwL2TPvXrPXVEgcT1nsDhmk/PYWIaERGRH2m1asRGh6O+8VDVgOq6FmRnxQdkfs+KadWmVjjdbmj9uNtcWqRHVbYOKm4FQ7ohRkhM80zo6qvKzY1COy3Mv0lfpc0moe1rtTQAKK0Xn+ushP6fmJa/v0Zo5wxIDFIkRP1TWvhEpIX/G063BTvq3wds/0a2thGRqo5XYkJUCk6MqsOJ439B8xgNljcl4/28MdhbkwS4VTh9UDaij6GkNAqOxMREJCYe+nugKAoXvqlP0esPbabhcDiOOP733a1D/fj/61NPPYX33nsPADBx4kS8/vrr3b5WeXn5YY+PHDkSzc29471MX+Z27YfU8tDvRUsBALICfGpKx4o9w2Bc44ZqdwnGzBiBP91xdvACJSIiomPO2aeNxTdPzcTHcdW4Jr6kvV8tAQbzAlgNkxCqTQtegETUZ3DNh/o6m82G+vp6AEBa2uH/9kVHR8NgMMBsNh9xbaU7duzYgcWLD25uM2rUqG4lplVUVBz2uCzL3YqNDrG2vo0I13qhr02W8FLtSOTvS4VUHoLI7XUYGheFKx+7JEhREhER0bEmNSYKOt0jyGu5EUMjTe39SRo3zk3ehfd2vILrx9wWvACJqM/hmo9/MTGNiIjIzxLjIoTEtJq6wN3smOZRMU1WFFQ3tSI9zui/OSJ6X8U04GAlsR1Nhz6I6D+JaSahnWHwb9JXmUdiWqaPiWmKonhVTMvq5xXTWlqtqKw2CX1DBzExjagnaNVhmJB4C4BbUGPejTWNzyEJW5ChcUDbyTpAlNqFOXHlmDOtHDVOHX6uT4MJibC6nAjV+FYRkuhocLGK+pqIiIj279va2g4z8iCz2QwACA8P98v8b7/9NhYsWADg4O7cS5YsgcFg6Pb1jnSjlUql6va16SBFscNafxnCJLfQv9YShU+Lj4PmuzDoNu1FeGQo7l74f3zOiYiIKODevPsKTH+8GqOv/C8mhB1ax45Sy9hXeS4GZ26ESuLH5UTkG675UF/T2tra/n1X1nF+T0zryvqQL+x2O6677jq43QfXEZ588sluXSc9Pd2fYZEH2bEF2rYXhE2IXArwz4ZB2FmVBnOuEaG1dkRuKMV9m56BVsfPXYiIiChwLjh+HB77z824beoziNQ42/uH6pyoifwAm6tnYELS6CBGSER9Gdd8jg7vBiAiIvKzpHgxcaumvrWTkf4XGRqCcL1O6Kto9G9iXFqUmPzWbLeh5bdqCcGU7pGw1X8S0zwqpvk5Mc27YlpUxwM70dBqgdkuVtTo74lpntXSdDoNBmbEBSkaomNHomEkpqf/C4PStqEw5AlssA9AjUsN5TDl7BO1DlyRvB//l/QYTLbcwAXbGyhKYL+IqM/T6/WIjY0FcOSdp5uamtoT0/xxM9Cnn36Km266CQCQmZmJpUuXIi6Or696u7aGvyAMDUJfiVOH1w6Mgem7RBh2VkNqseCW165DQkZgqogTERER/ZFGo8aXf70Bt/zvDNS5xAS0wfo2bNx/cZAiIzoKXPMhIh/ZbLb273U63WFGHhQSEgIAsFqtfo3j5ptvxubNmwEAV155JWbPnu3X69PRU9z1cDZeB5Uk/v//c1scVjZkoXJzMjRtCqK+y8NfnroMWSOYJEhERESBJUkS7j5vLp5YPhtuj7esJ4SasbFqPlqdto5PJurNAr3ewzUf6gFMTCMiIvKzRI/EtOq6wFUUkyQJaTFiYlFlo3/nTwmP8OqrbA1+1TTPSmL9JTGtwuNxeCbgHa2yZjFx0deKacV1YnwhGjWSjN6/I/1JbmG10B6cFQ+NRh2kaIiOPSpJixExF2NK5k+ISV6PbdK12GmPQYvc+a41NW4dksO5KxYR0ZEMHz4cAFBYWAiXy9XpuLy8vPbvhw0bdlRzLlq0CPPmzYMsy0hOTsYvv/xyxGpnFHyW1jdhcK0T+lpkCa9Uj8S+VVmI3GOBqrACJ19yAmZeOi1IURIREREBKcnReDDrT7hj14lweNxvMS5sN7ZX/SM4gREREQWIXq9v/97hcBxm5EH23zYkDQ0N9VsMTz31FN577z0AwMSJE/H66693+1rl5eWH/YrycRNOOkhRnHA0XgMtzEJ/rj0EXzQMwb5taVC3ANFLSzBxwiCcd8uZQYqUiIiIjnVhITrcfPq9eHPPWKFfKwGXJpbhoeV3wq3IQYqOiOjYxcQ0IiIiP0uMC15iGgCkxoqL7RUN/q2YFqLRINEQLvRVtvh3ju7wrCRWYW6C3Md3dmh2WNHssYtLuiHGb9d3ybJXUqGviWmlHolpGfHRUKn6d0ljz8S0YdlJQYqEiELUUZiQdC/GZK4HYn7CBteZ2OsIh9UjSa3YmROkCINHkgP7RUT9w7RpBxOIzGYztmzZ0um4FStWtH8/derUbs/3yy+/4OKLL4bL5UJsbCyWLl2KQYMGdft6FBgu+1Zo214S+xTgX40DsC4/G4Y1amg2FSAuNQa3vnE9JKl/vz8gIiKi3m/2rLGI23kS3qwUN1XQSECW8i4qW1cFKTIi33HNh4h8FRFxaEPJtra2I443mw8mJoWHhx9hZNe8/fbbWLBgAQBg6NChWLJkCQwGQ7evl5aWdtgvlYq3wnWHu+VxaN15Ql+dS41360dgX3EKlEo9InY3IaHJgrs/uJnPMxEREQVVVnw0hic8jtUN4j1bkSoF84cux6Or3gxSZETdE+j1Hq75UE/gu0QiIiI/S/KomFZTH+DEtBhx/spG/yeNpUWKc5S39IaKaWLCll12oc7WGqRo/MOzWpoKEpLD/LfL34HWFrhk8V1Gho+JaSW1YoxZ8f6t6NYb5Xkkpg0ZxMQ0ot7AqM/ClLSXMTJjK1qi/oN1zqkodITCJkvIjLsn2OEREfUJ5513Xvv3Cxcu7HCMLMv48MMPAQBGoxEzZszo1lxr167FnDlzYLfbERUVhZ9++gkjRozo1rUocGR3MxyN10AtiZuALG2LxbelIyAtikLI9hKoXS7c++EtiIj2z01sREREREfrpbvnYtGX07G2NVboj1QpcDTdCLOjJkiRERER9Sy9Xo/Y2IN//yoqKg47tqmpqT0xLT09/ajn/vTTT3HTTTcBADIzM7F06VLExcUd9XXJv2TL11BZPxP6LLKEj5oyUdiQANPOGOganQhftg/3fnQr4lL8t5EqERERUXedOjoHm0vuxQGHXuhP1bpwUcY7+DSfGxEREQUSE9OIiIj8zLNiWkOTGQ6nK2Dzp8WIiUuVjf5PGkuL9KjK1gsqpsXpwxGi0gh95R6JXX1NuUWMPyksEjqV2m/XLzWZhHaELgRGvb7jwZ1do+7YSkyrb2pDXaO4myQrphH1PsmG4zA1fSFyMnbAFPkF0iOOD3ZIRER9wqRJkzB9+nQAwPvvv49169Z5jXn++eeRm5sLALjtttug1WqF48uXL4ckSZAkCVdddVWH82zfvh1nn302zGYzDAYDFi9ejPHjx/v3wZDfKYoMc8Pl0EsWoT/Xrsd7lWNgWpSI0KJGqKoacMUjF2PMjJFBipSIiIjIm0ol4Zv7b8Jdi85AjVMnHMvUObC7Yg5kxRmk6IiIiHrW8OHDAQCFhYVwuTr/3Dov71DFrGHDhnU6risWLVqEefPmQZZlJCcn45dffkFaWtpRXZP8T3HugdzygNDnVoCf2mKwqTkD+zenQ2MGjN/sxaX3nocJs44LUqRERERE3m4780w8t/xy2GQxHWKk3opo3IPNtaVBioyI6NjDxDQiIiI/86yYBgC19YGr3JUa65E01hCAimnNwU9MU0kS0gxiUlRfT0wrbWsU2p5V4Y5WUZN4/QHR0ZAkyadrlHgmpiX078Q0z2ppYaE6ZHBXQKJeLSV8dLBDCA5FCewXEfUbL7/8MkJDQ+FyuTBr1iw89dRTWL9+PZYtW4YbbrgB99xzsAplTk4O5s+f7/P1i4qKcPrpp8P02yYJTzzxBKKiorB79+5Ov2pra/35EKmbLM1PwCDnC30NbjVeqjoORcszEVHshHp7EcadOgp/XnB+kKIkIiIi6lxUZBjePfNa/GXtLNhkcR10fGgjVpRcFqTIiHzANR8i6oZp06YBAMxmM7Zs2dLpuBUrVrR/P3Xq1G7P98svv+Diiy+Gy+VCbGwsli5dikGDBnX7etQzFLkR7qYboIKYrLjFpsePpsHI25kBVb0Kxh/3Y8yoTMx79OIgRUpERETUMbVKhUcvuAUPrjoFbo+3sKdFNmBj+U04YAn+fY1ERxTo9R6u+VAPYGIaERGRn4UbQhAeFiL01QQwMc2zYlqT2QqL3eHXOdI9KqaVNZv8ev3uyuhniWnFrQ1COzPcvwlQ+z0S0wZF+3Z9p9vtlfiY2c8rpnkmpg0ZmAiVyrdkPiIiIqLebOzYsfj8888RGRmJtrY2LFiwAFOmTMHMmTPxzjvvADiYlLZ48WJERET4fP1Vq1YJiWZ33HEHRo0addivN954w2+Pj7rHbP4v9NaPhT67ArxdNxgbt+YgfJsK2g0FiE2Mwn0f3Qq12n+VnomIiIj8adTwNFyk+xMeKZgs3H+hkoDJ+u1Yd+Dx4AVHRETUQ84777z27xcuXNjhGFmW8eGHHwIAjEYjZsyY0a251q5dizlz5sButyMqKgo//fQTRowY0a1rUc9RFBfcTbdAJYsbQu13avBN82DsLsyAqyQMkdsbkGCyYsG/b4Naw/UeIiIi6n2iw0Nx88mP4fV8cdNiSQKuTdmHVzffAYvLv/dOEhGRNyamERER9YDEOPEGzeq6wO28kRrjXbGtorHFr3NkGcXko9LmZsi9YBeF/lYxraRNTEwbEB7n1+vvN4nPz8Bo35LKDjS2wCXLQl9WP09Myy0SE9OGZScFKRIiIiKinjN79mzs3LkTd9xxB3JychAWFgaj0YgJEybgmWeewbZt25CdnR3sMClArLatULU8iD8WV1YU4JvmJHy75ziErgpF6J4KqM1WLPj37YhONAYtViIiIqKumHf+VLStPQ1f1A0Q+vUSMFT5BHmNi4IUGRERUc+YNGkSpk+fDgB4//33sW7dOq8xzz//PHJzcwEAt912G7RarXB8+fLlkCQJkiThqquu6nCe7du34+yzz4bZbIbBYMDixYsxfvx4/z4Y8gul9R9QOTcJfQ1uFb5rScHWikw074pBaIUNYcv34d4Pb0FcamyQIiUiIiI6soGJsZiS8jwW16UK/VoJuD97DR5e82SvuLeRiKg/0wQ7ACIiov4oMT4SRWX17e3qOv8mhh1OiFaD+EgD6lrM7X0VDc3ISfZfUlOW0Si07W4XqtpakRrhnRQXSJ4V08rMjZ2M7P0URUFJW73QlxXu3wX//Y3i8zPA6FvFtJI6MbEt2hCKqDD9UcfVWymKgrzCGqFvKBPTiKg3Un77CvScRNSvZGZm4oUXXsALL7zg03knn3wylMN8sHPVVVd1evMS9T4uVw0cjVciQiVuSLHZFo638idDWRYFfWkzVPurMO+xuTjuZO6ATkRERH3DG/dfjlPvr8WIv3yKEWGH1u+j1DLM5vtQox+CxLAhQYyQqANc8yGio/Dyyy9j6tSpsFqtmDVrFhYsWIAZM2bAarXis88+wzvvvAMAyMnJwfz5832+flFREU4//XSYTCYAwBNPPIGoqCjs3r2703MSEhKQkJDQrcdD3adYvwcs/xT6rLKEn9uisaZ2MMo3pyCkSYbx61248pGLMfGMsUGKlIiIiKjrJudk4o2lj2CnYT5Gh7W294erFNwx8As8tyUb9064IogREnUiGOs9v89L5EdMTCMiIuoBSfFiglZNfWsnI3tGWkyUkJhW2ejfim3xYQYYtFqYnc72vlKTKeiJaZ4V0yr6cMU0k8OKZqdN6Bvgx8S0NocD1eY2oW9QzNElpvX3amlVtc1obrUKfayYRkRERET9lSxb0Vx3HqJVdqG/zKnD44UnoGFVPGLK7NBszMOks8bizwvOD1KkRERERL6TJAnfPXIzZr3Uhi8v/wLxWkf7sRStC3tq5yIybSVCNRFBjJKIiMh/xo4di88//xyXX345WlpasGDBAq8xOTk5WLx4MSIifP/7t2rVKtTW1ra377jjjiOe88gjj+DRRx/1eS7qPsWZB3fzfVD9oU9WgNXWMPzSlIO8zZnQNqlg/Ho3psw6Dpc99KegxUpERETkqxtPPQl/XXg9HjntNST9Ya0nWevC6bHP479FA3HhoKlBjJCIqP9SHXkIERER+SrRMzEtgBXTACA1Vpy/osG/iWmSJCEzyij0lZiCnwSWYRATqxodFpid9k5G927FHtXStJIKqQaj/67v8fOSAGR5/EyPpKRWvEZmP09Myy2sFtpREaFeSahERL2FpCgB/SIiov5FURTU1l6IaKlB6De51XikdDIKN2bCmK9AtzYXyZkJuPfDW6BScamZiIiI+paw0BB8fOlNuOp/Z8Iqi69lRujN2FQ6G27ZHaToiDrGNR8iOhqzZ8/Gzp07cccddyAnJwdhYWEwGo2YMGECnnnmGWzbtg3Z2dnBDpN6iCKb4G66ASo4hP7tdh1+NA3Gjl0DgSotjCsqMCA6HPdxvYeIiIj6GEmS8MKl1+Ce/50Li8daz+hQC1SO+7C5rjRI0RF1LtDrPVzzoZ7Ad49EREQ9wDNZpTrQiWkxUULb3xXTACDTKCYhlTab/D6Hr1LDjJA8+sr6aNW0kjbxBtCM8BioJf+9dNvf1Ci00yOjEKLxrZhuqWfFtIT+nZiW55GYNjQ7EZLk+RtHRERERNT3Haj7CxKwT+izyRKerhqNDVsGI3obELK5CCGyjEf+exciY1hJhIiIiPqmrMx43JJ1BW7fehLcHvdjnBB2AL+WXB2cwIiIiHpIZmYmXnjhBeTn58NsNqOpqQmbNm3CPffcg7CwsE7PO/nkk6EoChRFwQcffOB1/Kqrrmo/3tUvVksLHEVxQW66FSq5SugvcWqwuCULW/YPhK0gAhF5rYjaX4dHv74HhihDkKIlIiIi6j6DXofHzpqPh7ed4LXWc46xBt/uuwuVZlNQYiMi6s+YmEZERNQDPCum1da3QpYDt8tAmldimv8T47KMRqHdGyqmhag1SAwVn/vyPpqYVtwqJqZlhcf59fqeiWkDomM6Gdm5Es/EtP5eMa1ITEwbNigpSJEQEREREfWcyoa/IdG9QuhzK8Cb9YPxw45RMG7UIHRvNVQ1Tbjtzb8ge+yAIEVKRERE5B9nzRiNzNJz8ELxaKFfJQHTQ9djRcUzQYqMiIiIyD+UlichOdcLfY1uFX5oTcDGqoGo3xaP0BonDD/txb3/uhmZw9KCFCkRERHR0RuYGIvzBjyI98qHCP0aCbgzcyceWvMA2pz2IEVHRNQ/MTGNiIioByTFiclRTpcbjSZzwOZPjfWumKb4ufxuZpRRaJeaTH69fnelG8TkqHJzYycjezfPimlZ4b4njh2OZ2LawGjfksrMNgfqWsTf6f6cmCbLCvKLaoS+odnJQYqGiKgLFCWwX0RE1C/UNL+NeMcnUHkUBv7ClIZ/7x0H/Ro99MUtUOeV4ZwbTsOsK08OSpxERERE/vbATedg+3ezsKhevAlbJwFjVAuxq2FJkCIj8sA1HyIi8pFi+QSwfiL02WQJv5ojsbpxMEo2pUNnUhD19S5cvuACTDt/cpAiJSIiIvKfE4cPRLjjIaxrjRX6o9QKHhv+K+YvfxIuWQ5SdEQeAr3ewzUf6gFMTCMiIuoBMUYDdFq10Hegtjlg86fFiIlxVocLDW0Wv86RZRSTkEqbmyH3ghes6WEeiWmWPloxzSMxbYDfK6aJz8sgHyumeVZLU0kS0uOiOhnd95VU1MNqcwp9w7JZMY2IiIiI+o/61m8RaXkBGo+ktBVtsXhj30TIqyIRVmGHZkMehk7Kxo0vXR2cQImIiIh6gCRJ+PCxa/HSv87CLou4vh6hkhFrvQslrXuCFB0RERFR9yj2lZBbHhf63AqwxhqKX5tzsGdzFqR6FYzfFeD4k4bjikcvClKkRERERP53xbRJWJZ3B2qdOqE/RePG7Tlf4bF17wYpMiKi/oeJaURERD1ApZKQnCAm6RyoNgVs/oSocGjU4p/5ysYWv86RZTQKbbvbhaq2Vr/O0R3p4Z4V0/peYppbkVHmUektKzy2k9G+kxUFxSbxeRnoY2JaqUdiWkpMJHQazVHH1lvtzDsgtJMTIhEbbQhSNEREXSAH+IuIiPo0k3UtQlrvRYgkbjayxxaOp/dPRtOqeISXuaFdkwtjbDge+mI+dCHaIEVLRERE1DO0WjW+f/QW3PTxuajxuGEpSeOCpfEy1FmrgxQd0W+45kNERF2kODZBbroJksd/6NvsIfildSC27R0IuSIU0WuqkRkagvs/vg1qtbqTqxERERH1TQvOvggvbb4MVlm8l3JIiANnJr+JD/YsCVJkRH8Q6PUervlQD2BiGhERUQ/xTEyrCmDFNLVKhZRocVfXigb/zh8fZkCYVrwRsdRk8usc3ZFuEBOsytoaOxnZex2wNMMpu4W+ARH+S0yram2FzeUS+o62YlpmfHQnI/uH3fmVQnvkkNQgRUJERERE5F9t9jwoTdfDoBI/gShx6PFo6SSUrk+FsVCBbsM+aJwuPPj5nUhI929FZyIiIqLeItwQgi/+ciuuWXIWzB43LA0NsSDvwHlocfh3EzgiIiIif1OcuyA3Xg8JDqE/36HFr22p2FgyCG17jQjPa0VUXhX+9vU9CDdyU04iIiLqf1QqCY/NvhtPbj4dbnF/RkwKtSBe+yhWHNgRnOCIiPoRJqYRERH1kJREj4ppNYFLTAOAtBhx/rJ6k1+vL0kSMqOMQl+JKfjVyTI9EtMOWJrhcLs6Gd07FbfWC+1IrR7RujC/Xb+oSUzWC9fpEBfm2/VLasWf9YB+npi2y6Ni2qihKUGKhIiIiIjIf2zOKlgb5iJK5RT6a11a/K1iAvZuzULMDiBkdwVU9c249Y3rMWbGyCBFS0RERBQYKUlGPDPtFty24SS4PG5YmmpoxKriC2B324MTHBEREdERKM4CyI1XQ4JF6C93qfFjaxLWVA1G9YYk6KscCP9xL+794GZkjUgPUrREREREPU+n0eDeU5/BS3snCv2SBJwWYUJ5083Ib64IUnRERP0DE9OIiIh6SEqiUWgHOjEtI16cv6ze/0ljWUYxGam02eT3OXyVFS5WFpOhoNwc/IQ5X5S0NQjtrPBYSJLkt+vv90hMGxgd4/P199eK1+jPFdMaTWZUVpuEvlGsmEZEvZoCSQnsF6AcMSoiIupdnO5WNNWdh1iVeJNSs1uNv1WOw5bdA2HcoEFISSPURQdw0fzZOOu6U4IULREREVFgjR6Rjj+F/xVPF4yF4vGW9/TIMny/by5cct/aEI36A675EBHR4SmuUshNV0FSxAqvVS41lrQmYH1DNkpWZ0BnUmD8di/+fPe5mP6n44MULREREVHgRIXp8ecxr+OzimyhXyMB50fX4uf9V+OAubGTs4l6UuDXe7jmQz2BiWlEREQ9JNmrYpopoPNnxhmFdlmd/+fPMopz9IaKaeHaEMSFhAt9xR6JXr2dZ7yeyXZHyzMxbVB0TCcjO+aWZRR7JKYNSvJvjL3JrnyxWlqoXouBGXFBioaIiIiI6OjJsgM1techUSW+h7PKEv5efRzW5mcjbLUeIZVt0GwvwglzJuLapy8LUrREREREwXH2aWMRse8qfFQ1UOhXScC5UXvwVcG1kBU5SNERERERiRR3NeTGKyHJ9UJ/rVuFpeZorDMNQv6GLKgaVIj9bh9mnj0OVz/55yBFS0RERBR4abFGjIh/B6ubEoX+UJWCyxPL8M9d16DJbunkbCIiOhwmphEREfWQFI/EtPqmNtgdgdtBNcOjglVpvcnvc2RGGcU5TP6fozs8E7k8K5D1dp7xDojwb9JXUZN48+nAaN+qnVU0NMPhcgt92Yn9NzFtd16l0B6RkwK1mi+jiYiIiKhvUhQZFbVzkSKVC/1OBXi+ZgSWFWZDvTocoQds0KzPRfaYLNz38a1Qq9VBipiIiIgoeO647kzsXDoPSz1uWFJLwLlR6/D1vtuCFBkRERHRIYq7AUrjlZBkccPNBrcKv5ojsaY5G7nbM+Au1yF2aRnGD0vF3Qv/DyoVP/MkIiKiY8txmWmwu15HnjlS6I9SKbguPQ//2PhX2NzOIEVHRNR38d0lERFRD0lJEBPTFAWoqWsJ2PyeFdOaLTY0W2x+nSPL6JH81twMWQl+iV/PRK7itvpORvZOnolp/q6YVuxRMW2A0beKaUU14vkx4aGIDg896rh6K8+KaaOGpAQpEiIiHyhKYL+IiKhPUBQFlXXXIA27hX5ZAd6uz8EPZUPgWG1EeIUD2rW5iEuMwuOL7kWoQR+kiImIiIiC74V7L8VHn16KLW1GoV8nAWeE/4xFRQ8FJzA6NnHNh4iIPChyM5SmqwF3sdBvcquw0mLAmtZs7M1Lhy0/ArHLq5BjCMEjX94FXYg2SBETERERBddpo0Zja9VTqHaIn38lqGXcNGATHls9Hy5ZDlJ0dEwK9HoP13yoBzAxjYiIqIcYwkJgjBSTdSprTAGbPyUmEmqVJPSV1jV1Mrp7soxGoW13u1DV1urXObrDM5GrtK2xk5G9j8XlQLVVTGAcEB7nt+u3ORyoMCL+NQABAABJREFUNrcJfYNifExMqxYT5wb142ppdocL+UU1Qt+ooalBioaIiIiI6OjUNNyBFHmtV/8nTVn4snwoWlfHIrLEDd3afISqJDy+6D7Epfbf1/tEREREXfXR3/6KJz64BPlWg9AfqlJwcuh/8HPJC0GKjIiIiI5limyG0vQXwJUn9LfKElZYQ7GiJQf5Jalo3haD2DV1yLDa8NQPC2CIDAtSxERERES9w+XTTsNHO+9Aq1sj9Cdr3Lhh4FI8vvZvUJi8Q0TUZUxMIyIi6kHJHlXTDtQ0B2xurVqN1Bhx/tJ6k1/niA8zIEwr7qRWavLvHN0xwCMxrbi171RM6yiJLsPgW+LY4RSbxORECUBWlNGnaxTViIlpA/txYlr+/ho4Xe72tiQBwwcnBzEiIqIu4k5KRETkobbxIcQ7l3j1f9ucgo8rR6B2XSKiimSEbN4PVasF9318KwaPGxiESImIiIh6H0mS8M3jd+KOhRehzC7uph2uUjBB+w5WH/hnkKKjYwrXfIiI6DeKYodiuglwbhP6zbKEVVY9VrcMxr6qJFSvTUTMZhPiKhrw9I8PIjrRGJyAiYiIiHqZu8+6Ck+vuww2WUynSNe6MS/zCzy34bUgRUbHHFZMo36AiWlEREQ9KCXRMzHNFND5M+KMQrvMzxXTJElCpkdSU4nJv3N0h2fFtEaHBc0Oa5Ci8U1Jm5j0lRwahVCNtpPRvitqFBPf0iOjEKLRdDK6Y/trxGsMSvRf4lxvszuvUmgPzIhHuCEkSNEQEREREXVPTePfEGP/HJJYVBs/tybgncrRqNiQjOg8QL+9AqqaRlz/zOWYet6k4ARLRERE1EtJkoTFj9yHGz4+HzVOnXDMqJYxVHkWm6u/CFJ0REREdCxRFCcU0+2AY53Qb5UlrLHpsaEtC/l1yShfkYro7W2I2l2Opxbfj5RBScEJmIiIiKgXUqkkPHb+fXhy4xw4FPFDtAFaF85NeRvvbvt3kKIjIupbmJhGRETUg1I8dhs7UB24imkAkBkvzu/vimkAkGWMFudo9v8cvko1REPtccdlR5XIeqPiNrG6m2eS3dHa3yQ+DwOifUsqc8sy9ntUTMtO6r8V03blHRDao4akBCkSIiIiIqLuqW18GLH2T6DySEpbZY7By+XjULwpFcZdEkL31kBVUoUzrz0FF86fHZxgiYiIiHo5tVqF7+95CFd/fi6aXOKGXzFqGZnuh7C95vsgRUdERETHAkW2QGm6EbD/IvTbFWCtTY/1bRnY25SK0uVpiNpjhWFTMf72xZ0YPG5gkCImIiIi6r20ajUenf13PLXtNLg9ikjl6ByYHP00vtzzQ3CCIyLqQ5iYRkeltLQU8+fPx9ChQ2EwGBATE4OJEyfiueeeg8Vi8ds8P/zwA84//3ykpaUhJCQEaWlpOP/88/HDD/xjT0S9W2qSUWhXVAe2mlhGnJg0VtYjiWlGod0bKqbpVGqkhYmP3TPhq7cqbhWTvrLC/VuNrKBBfB4Gx/h2/QONLbC73ELfwMT+mZimKAp25YsV00YNTQ1SNEREPpID/EVERL1SXeMCxNo/80pK22SJwtOlE7F/WwqM29UI3dcEVW4pxswciVvfuA6SZ2k1IiIiImqn1WrwzS1/w5XfnINWt1o4FquWkeK6Gzvr+Bkm9RCu+RARHdMUxQal6TrAsVLod7YnpaUhtyUFRcszEZ7nQNiaItz7zl8w7tTRQYqYiIiIqPfTqtV48PSX8ez2GV7JaSP1NmSG3Y8f81Z2fDKRPwR6vYdrPtQDmJhG3fbdd99h9OjReOGFF5Cfnw+LxYKmpiZs3rwZ99xzD8aOHYvCwsKjmkOWZVx33XU466yz8M0336CyshIOhwOVlZX45ptvcNZZZ+H666+HLPN/SCLqndI8EtMqa5ohy0rHg3tAZpw4f2ldExTFv/NnRolz7G8KfmIa4F1prLi1bySmFbbWCu3syAS/Xr+gUUx8y4mN8+n8wmrxfGOYHjHhoUcdV29UUWWCqcUq9I1kxTQiIiIi6iMaGu5GrOO/8Mwx22aNxCMlx6NoVyqMWzUIK2mBemch0oek4OEv5kOj1XR8QSIiIiJqpw/R4j9XP4YrF5+FNln8yD1O7Uai/U5sr/kuSNERERFRf6QoTiimOwDnZqHfpQDrbHpstyRib1sKCpZnISRPRviqEtz4t4swY+7UIEVMRERE1Hdo1WrcM+sNvLJzKjxv7xwXakGU7jaszN8UnOCIiPoAJqZRt2zbtg2XXHIJWlpaEB4ejieffBJr167FL7/8guuvvx4AUFBQgLPPPhutra3dnueBBx7A+++/DwAYO3YsPv30U2zcuBGffvopxo4dCwB477338OCDDx79gyIi6gFpKWLVLofDhbrG7v+/6KusBHH+NpsDDa3+q2gJAIM8Km6VNpvgdLs7GR04gyLEhKvCPpCY5lZk7PeIMzsy3m/Xt7mcKPWoaDfYx8S0gioxvkFJsf22msKuPLFaWqzRgJTEqCBFQ0TkG0lRAvpFRES9S2PD7Yh2fuvVv9kSiQeKp6B4bwqiN2oQVm6GenMBIowGPP7dfYiIDg9CtERERER9U5hBj08vfxLXLDkTZo/ktHiNG0nOe7C15ssgRUf9Fdd8iIiOTYpig2L6P8D+i9DvUIA1Nj22W+KxrTUDBaszod6nQuSqclx87Um44PazgxQxERERUd+jVatx66nv4c3dk7yOTQ4zQ9H8FWtztwUhMurvAr3ewzUf6glMTKNuue2222C1WqHRaPDzzz9jwYIFmDJlCmbOnIl33nkHzz77LICDyWnPP/98t+YoKCjAP/7xDwDAhAkTsGbNGsydOxcTJ07E3LlzsXr1akyYMAEA8Nxzzx11dTYiop4QazQgVK8V+iqrTAGbP9kYiRCNWugrrm306xzZ0WJlMpcso7TZ5Nc5umOQR0LX/ta6IEXSdWVtTXDIYlLf4Aj/VUwramyE51uKwTGxHY7tzD6PxLQhKf5LnOtttu4pE9qjhqb02yQ8IiIiIuofFEVBQ911MDqXeB1bazHi4ZIpKM5LQdQ6LUIrrVBvyINGBTz61d1IzU4OQsREREREfVtomB4fXfYUrvvhDFg9ktMSNG5kuh7AtuqFQYqOiIiI+gNFboXSeC1gXy70OxRgtTUUO61x2NqWicJN6VDyQxC9vBKnnjoM1z19WXACJiIiIurDtGo1bpz5Id7fO9br2LSwVti01+PXHRuDEBkRUe/GxDTy2caNG7Fq1SoAwLXXXospU6Z4jZk/fz6GDRsGAHj55ZfhdDp9nuell16Cy+UCALz66qsIDQ0VjoeFheHVV18FALhcLrz44os+z0FE1NMkSUJqklHoK69q6nhwD1CpJGQliBXN9vs5MS1Kr0d8mEHoK2z07xzdMTBCTJgqMzd6JX31NoWttUI7NsSA6JAwv12/oKFBaGdERiFMq+1kdCfX8EhMG5zsW8W1vkJRFGzdXS70jR2ZEaRoiIiIiIiOTJZl1NddjGj3Sq9jK83ReLxkCvbnJyNqjRZhVVZo1udC5XLjvo9uxegThwchYiIiIqL+ITRUj39d+gyu+2EWrLK4sVW0WkaO/DS2V70UnOCIiIioTzuYlHYl4Nwk9LsUYINNj3x7NLa1ZaFkVwqcW8MQ92slpk1Mx/z3buSGm0RERETdpFGrcPVJn+LfBaOEfkkCTg5vgT7ir1i8aXWQoiMi6p2YmEY+++abb9q/v/rqqzsco1KpMG/ePACAyWTCsmXLfJpDURR8++23AIChQ4fi+OOP73Dc8ccfjyFDhgAAvv32WygsLUlEvVCaR2JaZbUpoPMP9EhM83fFNADIjhHnKGxs6GRk4AyKEBOm3IqC0rbgx3U4hS1iVbfsCP9WI8tv9Egqi/WtWprd6UJpnZhYmdNPE9MO1DSjtr5V6Bs3Mj1I0RARdYOiBPaLiIiCSpatqK89G7HyDq9jv7TF4u8lx6M4LwnGNTqEVdugWZ8PyeHELa9di5MuPiEIERMRERH1L/rQEPzzz8/i+iVnwOaRnBaqUjAUb2B7xWNBio76Fa75EBEdMxTFDqXpRsC1W+h3KMBamx55NiM2tw5AWW4iLCsjEbviAI4fm4IHPr0DGq0mSFETERER9Q8atQpzp36Br/cP9Tp2fFgbUuJuxkfLfwhCZNQvBXq9h2s+1AOYmEY+W736YJa3wWDA+PHjOx130kkntX+/Zs0an+YoLi7GgQMHvK5zuHkqKytRUlLi0zxERIGQlhwttANZMQ0ABiSI8xfX+H/+7BgxwamwKfgJYBFaPRL0EUJfUWtdJ6N7h0KP+LIj/ZuYts+jYlpOrG9JZUU1DZD/8KZEkoDsJN+S2/qKrbvLhHaMMQxZaf3zsRIRERFR3+Zy1cFUMxNxKBL6FQVY0pqA50omoWR3MoxrtQittkOzoQCSzY6rHpuL2TeeHqSoiYiIiPqf0DA93r/0GVz+7Ww0ucSbwXUSMEL9MbaU3xyk6IiIiKgvUeRWKE1/AZwbhX6bLGG1NRSF9khsaB2I0txEtP1sRMzqKkwelYyHPmNSGhEREZG/aNQqzJn0NRYV53gdOy7UgokD7sXrS/4bhMiIiHofvhMln+Xm5gIAsrOzodF0/is0dOihLPHfz+mqvXv3dnidrswzYMAAn+YiIuppaUliYlhPVkxTFAV7CqqwM7eiPYGook6skLartAoff73Br/M2trYI7ZUFxbi54Eu/zvFHbkVGLaywwHXYcS3xDkB/qP23pT/j5Rb/PnZ/kADEQo+8xDJAd6h/85ZK3LzyyM+jBAlpkZFIjYw47LhtByqFdt1+Ez6u6frzsaumVmhHhejx1ZJtXT7fHxJiIzBtYjbCQnVHHnwUtu4uF9pjR6RDkqRORhMRERERBYfDWQFL/WwYJbPQLyvAVy0peKt0PCp2JcC4TY3QGge0m/dBslhx3i1n4tIHLghS1ERERET9V2iYHp9c+QTOeU2PhXO/RZrO3n5MLQHHaX7GptJLMCHjM643EhERUYcUdw2UpusAV77Qb5MlrLLpUek0YF3rIFSWxMG8JArGzTWYMCIBD39xJ7Q6bZCiJiIiIuqfNBo1zpm0CJ+uvgh/HrJLOJYTYoN+5KN4+lsz7ptzZZAiJCLqHZiYRj6x2Wyor68HAKSlpR12bHR0NAwGA8xmM8rLyw871lNFRUX790eaJz09vf37o5mnI7Is+3Q9IqKOpCUbhXZFtQmyrECl8v+HzouW7sRzby8V+txaAKnq9nar3YE3P1kFyY/VeO1GAMcdejwmtx3Ly0shwf+PUYECe4ICd+iRx6qdMjR/SExr0FpQg976f7uCEI1d6CksN6Gopa3LVwitk6Ezd/yDldWAaZr481jxcz7WmvM7HN8Ra7QERB0quNvWYMVbH6/q8vn+MmpoKl7928XQaNRHHtwNiqJ4VUwbOzKjR+YiIuoxih//0BMRUa9kse+Es+EyRKrE9xFuBfh3UwbeLRmHuh3xMO6REFrrgG5rEdBiximXTceNL17FG6GJiIiIekhomB7f3/wgTv+HBu9e+Q0Gh1jaj6kkYHzINmwpmYVxmT9ApeLH9eQjrvkQEfVriqsQSuN1gHxA6HcqwDp7CKpdoVjXko2q8li0fBED49Y6jBsah0f/exeT0oiIiIh6iEatwiXTvsB7v87DNSM34o+3fWboHLhy/DN49JsaPHrePcELkvo2rvdQP6A68hCiQ1pbW9u/Dw8PP+J4g8EAAGhr6/pN9b7O8/sc3ZknPT39sF/Nzc0+XY+IqCNpyWLFNIfDhbrG1k5Gd5+iKFj4xTqvfpULXi9cZT+vSWvMHh0qQOmhz9NlHbqUlAYAilN8qSNpemtSGiBpFO9XZhbfEq9s0RI6e4viNHh0KAo0lg6HdkrWiTeuqp3BeUO0K68S3/+y68gDu6m4vAENTeIv9biR6Z2MJiIiIiIKvDbLz0DjJYjwSEqzyhJeqR2CN/ZNRMOm35LS6hzQbd0PNLVg8tnjcNc/b4JKxWVhIiIiop4UGqbHL/c/iBvevRDbLJFex8eFlmJv2VTYXf7/rICIiIj6JsWxBUrDn72S0mwKsNqmR6UzDGtbBqN8fzxMH8YicksdxuTE4m9f3Q1dCJPSiIiIiHqSRq3C9ad+hLd2nAiXxy1ziRoXbpv4Tzz8/d3BCY6IqBfgHQjkE5vN1v69Tqc74viQkBAAgNVq7bF5fp+jO/MQEQVCbLQBoXpxIbisssnv85RVNqK+0TtBV1J+S077A7fWvzvjq5yA5OzZ5LffuUO7ngyluDwS07Qy0GnqVnBJWrfYYZcguXz7OSkaCa5OkvZcHnneGjN8qpqnAHB7/ElWO4L3XP7zP2thsTp65NqbdpQI7cS4CKR7JJgSEfV6ihLYLyIiCpjm1oXQNd8CvSS+h7DIEp6tHolP9o1By8ZYRO6ToK91QLexCGhsxrhTR+HBz++ERsuqHERERESBoNVq8OtjC3DvOxdjWXO81/Hh+iYcODAVzfbSIERHfRbXfIiI+iXFtgxK41WAIm6g3SZLWGkNRYkjAquac1CUn4y2j6IRsbMeJ0xIw+Pf3MOkNCIiIqIAkSQJN5/xHt7eejYcinhfX5Raxj3jFuHBH/8SpOioTwv0eg/XfKgH8C4E8oler2//3uE48s3gdvvBXZtDQ7tY2qYb8/w+R3fmKS8vP+zxkSNHsmoaER01SZKQkRqD/KKa9r6yygZMPC7Tr/Ns2V0mtA1hOhw3LA0AsLmlFnXOQ8m7KRlG5IT5N9FmmeoAGnDo/2RZC0Q4tNCr/Pty40CYFcChymdapwSNu+Nce8UpQUk41JYkQO+WIDl9q0TWk2w6NxQVIOnEam4hVi1itEf+u9bicsCuHLohNSI9AuMivG9y2BJSh2YcSlxMCQnHpPEJXuM6jdPtwjJTpdA3IScdBnVgPuhwuWRs/EPCWKPJgi8Wb8WVFx7v97k2bC8R2pPGZEGS/JvMSURERETUHaamxxBu+xgqj5enLW4Vnq4ajSWFw+DaGoGockBfY4Nm0z7AbMGUcyfgwc/ugE5/5I2miIiIiMh/VCoV/vf0PTh/gR71f/4WF8WLn01m6mxoqDsTVVHvIzliSpCiJCIiomBSrN9Bab4XgLjbbKNbhfU2PSodkdjYOhDFuUlw/tsAw74GnHHaUNz6xnVQq3vP595EREREx4pbzn4Rby2OwWVjP4FBdeievzCVggePW45nVl6Cu6d9BpXnB3pERP0YE9PIJxEREe3ft7V5V+XxZDabAQDh4eFHGNn9eX6fozvzpKWlHfa4SsWigkTkH5keiWmllY1+n2PrLjExbdrEbDx061kAgBe+W4mFy7e0H0sfGIdnr5nj1/lvW7IY3xXmtbdlnYL3r70Yw9K6nvx0JPUWCya996bQt/DiC3FCekan50xf8jzq7Yf+lrxw8Rk4I3WE32I6Wncv/RFf5u75rZrbIVdMnIj5V596xPM/W7MDT371a3u7wW3DvbecgdiIMGHceZ9/AtQceh4unzEB142b0OU4l+8pwrJ/HkpMC9fr8OoDFwf0DfT8J/6LDdtK2ts/r9zr98Q0u8OF7XsrhL5JY7L8OgcRERERka9k2Q1Tw7UwutcCHi/Bq11aPFYxDqsKBkPaHoaoSkBfbYF6UwEkmx0z/jwV93xwMyulEREREQXR13+/Fdc9ZkDtWd/ixtQ8YaOBWI0LltarUGB/EDlxVwQvSCIiIgo4xfwxlNbHAYgVC6pdamyyh6DMHo2tbVko2ZkE+d96hJU04ZJLJ+Pqxy/hxppEREREQfTXsx/Cv35Mwzkjn0O05tAGAzoJuHPwNizcdhb+PPwbhIWGBDFKIqLAYdYN+USv1yM2NhYAUFFRcdixTU1N7Ulj6enpPs3zx4SxI83zx6pnvs5DRBQoGakxQtvfiWmyrGDrbnGn1fEjDyVrZSfHCccKqxv8Oj8AwC4ulqtCVBiS4l2562isKi0R2gatFhNSUg97Tk6UmBhX0Fzr15iO1qkDBwEAVB6JaUOjErt0/lnjhiBEc2gnPJdbxqrcYmGMS5aRX18v9A2L9+1nk1shPm9DUxMCvqvLlReKOwaXVjaiudXayeju2ZlbAYfj0GKBSiVh/Cj/VjckIupxCg4WFw3kl/gygIiI/EiWW2GqPf1gUpqHfXY97iqdghW7hkK92YDIciC0vA2aDXmQbHacee0puPfDW5iURkRERNQLvPfwtahfMw/350+CXRHXVsNUCjKdj2NTxT1Bio76BK75EBH1G4qiQGl7FUrrY/D8z7bMqcEGewgKbfHY1DoA+zelAB+EQF/ajOtumYlrnpjLpDQiIiKiXuDKM67G6sIXUOXUCf1qCbgqpQi/lpyK0rq6IEVHfUYw1nu45kM9gIlp5LPhw4cDAAoLC+FyuTodl5d3qGrOsGHDujWH53X8PQ8RUaBkeiSmlfk5Ma2wpBYtbTahb9zIQ8m6g5PExLSKhmZY7E6/xlBfJ1a4dGsUuBS5k9Hds7KsRGifkJ4BnVrd8eDf5ER6JKa19K7EtGnpmdBpJUga8ZX+kKikLp0fGarHCUOyhD7PxMPipibY3eLf7GFxviWm7a0Un7dhqf6rhNdVw7OTEKITb6jdU3DAr3Ns2F4itIdlJyEyXO/XOYiIiIiIusrhLEZLzQwYUeZ1bKMlEveVnoCt2wYhZLseEZUyQkubod6cBzic+NPtZ+OOd26A+gjvmYiIiIgocP5224UYWXktrt84Ey1u8aN6rQSMU3+DdcXnQ1F4ZwgREVF/pShWKM13QGl71etYoVODrQ4d8izJ2NGWjtJ1KdB8qEFIdSvufGQOLrrjnCBETERERESdmXPyGSip+xCF1lChX5KAs6JrUNVyJtbkbw9OcEREAcTENPLZtGnTAABmsxlbtmzpdNyKFSvav586dapPcwwYMAApKSle1+nIypUrAQCpqanIysryaR4iokDJTI0V2nWNbbBYHX67/t59VUI7NcmIpISo9vaAxBioPHZN21/j36ppVTWtQluGgv1N/k3Ay60XdxCZlpF1xHOGRIqVxwpaavwZ0lEz6HTISYoW+tRQISs8tpMzvA32qIhX5PGz3VsvJpUlh4cjJjTMpzg9K6YNSwt8YppGo8awbDFhb1ee/xLTFEXB6k1FQt+k47L8dn0iIiIiIl+YLb/AUX8OIqUWoV9WgMUtCXii7HjkbsxC6C4dDJVu6IsaodpaALjcuPyhC3HD81dy92wiIiKiXujKy2bgr1E34ZKfzkW1UysckyRgcuge5JZOhtNlCk6ARERE1GMU9wEoDX8GbEu8ju11aLHbocMuczpyLSkoXZUK7ccSdI1mPPTipTh93klBiJiIiIiIjmTquHGwu77FxuZor2OTDC2I1V+BD1Z/GoTIiIgCh4lp5LPzzjuv/fuFCxd2OEaWZXz44YcAAKPRiBkzZvg0hyRJmDNnDoCDFdHWr1/f4bj169e3V0ybM2cOb7Yhol4rLdkIlUr8P8qfVdMqqk1Ce8hAMRlLr9UgI84o9O2rqvfb/FaHE3WmNkgehTTzG/w3h1uWUWJqEvqGxMZ1MvqQwVHic1FuboLZ5b+kQH8IDxOrgBkkPTSqrr9MG5goVuQrrhV/t3LrPJLK4nxLKmtotaCmWayINzwIFdMAYOSQFKG9O99/iWklFQ2oqBJ/x06YMNBv1yciChQJgKQogf0K9oMmIupnTKbnoGu+EWGSWOnaoQALmzLxaukEFK7OhCFPi/BKF8L2VkO1qwiQZVz/zOW48m+XcJ2MiIiIqBebdvIovHnCrTj/nxdhr83gdXyo3oSm6qloaNsQhOiot+KaDxFR36Y4NkFpuABw7RX7FWCHXYc8hw5bWrNQaElA6a8p0H2sQNdmw9/fuwZTZ48PUtRERERE1BWjBmchNXIJvqtM8zqWE2LHmVmP4blf7wlCZNTbBWW9h2s+1AOYmEY+mzRpEqZPnw4AeP/997Fu3TqvMc8//zxyc3MBALfddhu0WnG3v+XLl0OSJEiShKuuuqrDeW6//Xao1WoAwC233AKr1Soct1qtuOWWWwAAGo0Gt99++9E8LCKiHqXTapDyhwpmwMEkGH+prDIJ7dQko9eY7CSxAte+av/NX1Z/cH6VR75XnkeFs6NR2doCh9st9A2Mjulk9CGDIuKg8ngZXdhS28no4HCrxZtNZadvL9EGeSSmVTa2wGI/dM3dHolpw+N9SyrLqxTP12s1yErw3uElEEYOSRXauYVVcLncnYz2zaqNhUI7PiYcQwcldTKaiIiIiMj/ZNkGU91cRNrehdrj0wCzLOH52mH4qHgMylemIaJIhYgyO/Q7yoHCckBRcOvr1+Hiu+cEJ3giIiIi8snAoWn46f/uxLXPXoilJu812ziNE4bWeSiqfSUI0REREZG/KIoLStsbUBqvBGRxg1GnAqyzhyDfocf61myUWOJRuigDIZ8p0DmceOHjv2LsScODFDkRERER+SI9ORanDv8B/8wdDlkRj8Vr3Lhp6Ld4be2FUBSl4wsQEfVhTEyjbnn55ZcRGhoKl8uFWbNm4amnnsL69euxbNky3HDDDbjnnoNZ3Tk5OZg/f3635sjJycHdd98NANi8eTOmTp2Kzz//HJs3b8bnn3+OqVOnYvPmzQCAu+++G4MHD/bPgyMi6iEZqWLyUKlfK6aJVZ46SkwbnCxWFyus9l81s5K6g/OrxPwqv1ZM298kPsaoED1iQ0OPeJ5erUVWuJiUV9DLEtOa3Gah3dLmgkuWu3x+VkIMPIshlNQd/P1SFAW7amqEYyMSfEtM21shPl9DUuKh9qGimz+NHJIstG12FwpL/ZMA6ZmYNn1SNqtMEFHfpSiB/SIioqPmchbCXHsSIt1bvY7VuTR45MBYLCoagfoViYjcD0QUmqHdVgJU1kCr0+C+j27F7BtPD3zgRERERNRtxrhIrHrxHrzy3Hl4o3wInB5vsXWSggHya8grvwyK4gpOkNS7cM2HiKhPUVxlUBovg9L2EgDxb3mrLGGFNRSF9nCsbB6CitYYlH6SjtDvndC7nHjj61sxdMKgoMRNRERERN1jCA3B1Sd+hZc3nAiXx9vqUJWCvw7YiSV7T0RDS3NwAqTeKdDrPVzzoR7AxDTqlrFjx+Lzzz9HZGQk2trasGDBAkyZMgUzZ87EO++8A+BgYtnixYsRERHR7XmefPJJXHPNNQCAbdu2Ye7cuZg4cSLmzp2Lbdu2AQCuvfZaPPHEE0f/oIiIelhmDyWmybKCAzXiG5W0LlRMK/RjxbSS2t8S0xxiEk++HyumFTWJz9fA6OguJw3lRImJWPnN1X6L62hZXU4csIpJdy67hLJmU5evoddqkBojVuQrqjn4fJU0m9DqsAvHRif4VgVsV5n4fA1L8y2xzZ+MkWFITxGrta3cUNjJ6K6rbWhFbqH4OE+czKR3IiIiIgoMq/lruOtnw4Amr2M7bQbcUToF/9szDJYVMTAWyYjIM0G9vRBoaIIxIQrP/fooTrlsehAiJyIiIqKjpQvR4vv35iPvo7Nx67bpMLm9P8LP0W5CefkJcDtrOrgCERER9UaKfTmUhjmAc5vXsWqXGiusoci3xWBl8xDUmqJQ8U4qDKscMCguvPvj3cgckhqEqImIiIjoaKnVKsw/7z28smIeWtxq4ZhKAs6MrUFt44lYvmd5cAIkIuoBTEyjbps9ezZ27tyJO+64Azk5OQgLC4PRaMSECRPwzDPPYNu2bcjOzj6qOVQqFd5//30sXrwYc+bMQUpKCnQ6HVJSUjBnzhwsWbIE7733HlRBqtpCROSLrHQxMWx/mX+qiTU0tcHuEHdXS0uO9hqXnSRWTKtrMaOxzeKXGH6vzuVZMa2qrQ0NFv/Msd8rMS2mk5HehkQlCu1cU+9JTMtrrob7DztQKAqgOFUobPQtcXBQovh87K85eP7OGvGxxocZkBQe3uXrKoqCnWVVQt/ozORORgfG+FEZQvurH7fBbLF3Mrprlq8rENoR4XqMGZ52VNckIiIiIjoSRXGjueEO6FruhVZyC8dcCrCoJRH37Z+ObRuzoVofDuM+J8J31ULaVQiYrRg0Jguvb3wKI04YEqRHQERERET+IEkSXnvlrxiXNxsX/zgHRY4QrzFpOhMstSfD1PpzECIkIiKirlIUBUrb21CabgAUs8cxIM+hxTpbCLab07C5bQAaaiJR+2oiwnc6YFTL+OevC5CYHtfJ1YmIiIior7hr7oP4YeuzKLSGeR0bordilPFGvP3rU0GIjIjI/zTBDoD6tszMTLzwwgt44YUXfDrv5JNPhuJDGcizzjoLZ511lq/hERH1KoMy4oV2ZXUT7HYnQkK0R3XdimqT0A7RaRAbbfAalxlvhF6rgc15KIktr7IOJwzJPKr5AaC07mAMkhOADCH1fW9dLaZnZh31HMVNYuWAAUbv5LvODI8SE6lym6vhVmSopeAnNu9qqhTailMFKBL2NTZi1qCuX2dgYixW7C1ub+//rWKaZ2LaqITELleaA4ADTS1oaBWTC48LcmLahWeNwzc/7Whvt5nt+PbnHbj0vEndvubSVblCe9qEQdBo1J2MJiLqA+Suv98iIqLgcLuq0Vo/F5E4AHi8RG+VJbxbn42vy0egcUsCDKUSIgot0OyrglJ9sDL19D9Nxt0f3IxQgz4I0RMRERFRT7jhzvMwflk2LvkgDM/+eQlODm+C6g+vFQ1qN+S2m1FiOR+ZCU/7tNZL/QTXfIiIejVFboPSfC9gX+p1rE2WsMUegmqXDlvaBqDOGYm6QiMs74QjrNGJhDAV3vjpfoRHeX/WT0RERER9059nz8bu3JH4se0qnBEvbg4frXbjymEL8dbKHfjLtH+zSMuxjOs91A/wfzAiIqIAyUqPxR8/I1YUoLjCt6pYHan0SExLTTJ2+GG0WqVCToqYHJdbWXvU8yuKgpLag0ljEiSvqmm7amuOeg4A2G/qfsW0EdEpQtvqdmJ/q38q1h2t3SbxDafiOPjyzNeKaQMTPCumdZyYNjoxyafr7iwVzzeG6ZEeG+XTNfwtKy0W0yeJVVk//34LXG65W9erqGpCbqH4OE+dNrTb8RERERERHYnZ8gPsdaccTErzUOrUYkH5eHycOx5NKxMQlavAuKMZmh37gd+S0q54+CI8+PmdTEojIiIi6ocmzBiJX/56Ox58+Vy8XT0AFllc71dJQIbyNYrLT4EitwUpSiIiIvKkuEqgNPypw6S0Cpcay6yh2O+IwIrmYahzRqJqUxycL4YhpMGFcSOT8M9VDzMpjYiIiKgfGjlsAE4a8BNe2DkGDo/8I50E/CVnK5bnT0NFg/fnhkREfQUT04iIiAJEH6JFaqJR6CsuO/rkqI4S0zozLFVMTMvzQ2JaQ5sFrTZ7e1vlEI/vqTv6OVrtdtSazULfIB8S02JDDEgKjRTj8kgIC5bdHhXTZMfBKl2+JqYNSooV2mX1JjS0Wbyef98T08TnaVRmcq/YhfeKCyYL7YYmM3burejWtf63Jk9oGyNDMX700VcSJCIKKkUJ7BcREXWJLMuob7gPIc23QS+Ju3rICrDaEoU79k/HLztHwL06EjF7XYjcXgdpdxHQ0oaQUB0e/PxOzHv0Yu6aSERERNSPRSdEYc3L92Hzp3Nw++4pqHapvcZk6SrQeOB42KxbgxAhBQ3XfIiIeiXFvh5Kw8WAu1jsV4A9Di0220NQaIvH6uYcmF06VP6YCOldLdQ2GRdffjz+/u+bodFqghQ9EREREfU0Q7ge80/7HE/8ciGa3N7rPCdH18NlPh2frPlXEKKjoAv0eg/XfKgH8O4FIiKiABqQESe0i/yQmFZR1SS0D5eYNjQ1QWjnVhx90lhpnTi/zuMD8j1+qJi23yTOoZIkZET5VrVrhDFZaO81BX+HkTanHcVtYgKa4vy9YlojXHLXK4ANTo5DiObQcy8rCr7evgc2l0sYNyoh0acYd5Z5VFzL9C2xracMH5yMnAHi7/PKjft8vo6iKFi6Mlfom3HCEGjUfJlMRERERP7lcJagsXYGYpxfQeWx14NVlrCwMRMP5Z+EvA0DELZRj7jdVoRur4SyrwRwOBCfFosXVz2Oky6aEpT4iYiIiCiw1Go1Fj57E06pn4c//zAHW61hXmOiNQ6oTHNxoP7vUHhDCRERUcApigty64uQm64EFJNwzKEAa+0hyHWEYEtrFnaaM2C3aVH1QRLU/1VBkhXc8cgcXHvv7OAET0REREQBJUkSnrj87/hs06PIt4V6Hc/Q2TF7wN/x/C9XwuVyByFCIqLu4x23REREATTQIzFtfw9UTEs7bMU0MZGntN4Es83Ryeiu2V/TKM5vECuTlbU0o9lmO6o59jWIz1N6ZBRCNL7tGDfcIzFtT1PwK6bt8UiOUxRAcRx8eWZ3u3yqmqbXajAxO13oW1ogJmqlRkQiNsz75oXOOFwur+TF0RnJnYwOvBMnDxbaKzcU+nzzxc7cSpRWir/Dp00fdtSxERERERH9UVPza3DXn4EYeL8PqXZp8EjlGLyZezzqVibBuE1CzPZmaHeUAJXVgKxg2PGD8drGpzB43MDAB09EREREQfXnS2fiXyfejBve/RM+a0iGw2MJVCMBSa4PUFY+E7K762vKREREdHQUdw2UxisB85uQIP6BNrlVWG4NRbHDgFXNQ1DhiIW5Xo/aZxOgWStBLQF/e+VynH7hpCBFT0RERETB8n/nXYIWy5f4pjYVssc6T7hKwa3D12Fx/gzsry4LToBERN3AxDQiIqIA8ndimqIoqPBITDtcxbTBybHQqMQ///kH6o4qhvwD4mMYkZAAnUqsmra37ugqs+XWizEOiY3rZGTnRhhTxGs2V8OtdL0iWU/Y0VghtLVuLYBDpRP2+Pi8TR82QGjv8XjexiWLz8GR7CmvgdN9aPcVSQJGZfSOimkAcOLkbKFd29CKvKLqTkZ37JufdwjttORojMzx7XkiIuqVFCWwX0RE1CGXqxb1NWchyvoKQiTv9x+brZG4pWgaftg+Cu5fohC/xY7IbfWQdhdBMbUAAE678iT849dHEZMUHejwiYiIiKiXyBqShrUP3YMv3z0PDxeORaPb+2P+dF0lzNXTYGlbEoQIKWC45kNE1Cso9tVQGuYAzk1ex6pcaqyy6ZFnjcOK5qFodoWhfmc0mh+PhqYM0GlV+MeH12Pyydwsk4iIiOhYNXl4Nk4b+AMe2zEZVlkSjqklYHZsNZz2c/DWsleCFCEFVKDXe7jmQz2AiWlEREQB5JmYVt/YhpZWa7evV9fYBotVrHiWnhLT6XidRoOBieLx3MqjSxrbVyUmPw1NSUBOnPg4d9XWHNUceR4JVkPj4n2+xgiPimlWtxNFrUdfse5obG0oF9oJuiihvcfH5236sCyhbVW7hPZ4HxPTNhdVCu3spDhEhIb4dI2eNCA9zqtC4Ir1+zoe3IGmZguWrysQ+ubMGg2VSurkDCIiIiKirmtu+xz2upMRoxR6HbPLEj5qzMC9BSdhz9pBMKwIQfyWVoTkVkPZVwLYHQgN1+OeD27G3f/8P+j0usA/ACIiIiLqVUJCQ/DlS3dgSOHVuHzFmci1673GGNRu6NtuR0nFPCiKPQhREhER9W+K3AK5eQGUpmsAuVE4JivAbocWa2yhWNc6ENvMWTCbQ1DxQTJcr+ihNgNx8eF4+9vbMfy4zCA9AiIiIiLqLSLC9XjsjI/wxLrrUen0vidvcIgNc4e8jjc3nI02W2sQIiQi6jomphEREQVQenI0tBqxmlhhafcrlhV7VFwL1WuRGBdx2HOGpiYI7T3l3U8aUxQFBVViDDkpcRiVkCj0bauuOqo5PCumDYv3PTEtTh+O5NBIoW+7R2JYIMmKgu2N4vwjo8TEMV8T+tJjjciKP1hFQVYrULTi8YkpqT5db1ORGN/EQWk+nd/TJEnCiZMHC30/rdgLl7trlfC+/2UXnK5DFeF0WjXOPHmEX2MkIiIiomOPLJtRV3spwlsfQqjk8jpe6gjB/ZXj8Oru41H3czLi18gw7jRBVVgBpbIaUBTkTBiEN7c+i9PmnQRJ4sYJRERERHTItVefgXcm3415H1+I/zQmw97BBscZmvWoq5gIu21r4AMkIiLqpxTbL1DqzwKs//U6ZpElrLLpsctmwKrmIahyRKOpNAJ1T8VDtwaQAIwen4l3Ft2B5LTON5olIiIiomPPU3+6C+vr3sQyU4LXsUiVgmsz9mFrxcn4aqv361Aiot6CiWlEREQBpNGoMSA9Vugr2N/9imUlFQ1COys99og3LY7KSBLau8qquz1/VVMr2mxixbYhyfEY51GZa2vVASjdLP9b3dYGk80m9A3rRsU0ABgbmyG0tzUGLzFtf2s9mp3i4zopRUyyyq2vg1vuWpLV76b9VjVN9thEJVynQ05snPcJnXC63dheckDo622JaQBw6rShQruusQ3rt+4/4nlWmwOff7dZ6JsxZQiMkWF+jY+IKGgUJbBfREQEAGizLEdbzVTEypvh+dbMqQDfNifhzpKpWLp5JJQfjUhYb0ZofgOUfSVQTC2QJAlz7z0PL61+HKnZyR1PQkRERETHvIxBKdh47wNY8tEluC9/Aqpcaq8xcVobVE1zUVw1v9vr89QLcc2HiCjgFLkRsul2KKYbAdn7s/1qlxrLrKEotEdiRfNQNNrDUbo0BdanI6D9bf/WP10xBU+/fy3CDN6VMIiIiIiILho3DekJX+KZgnFwKOKHjBoJmBbeinHxD+PpX+fB6XJ0chXqswK93sM1H+oBTEwjIiIKsCGDxGpi+fu7X7HMMzFtQFpsJyMPGZ0pJqaV1DXBZLZ2a/6CKrGSWURoCBKN4RibJN5AWWcxo7K1pVtzeFZLC9fqkBYZ1a1rjY0RE6u2BrFi2taGMqGdHBqJ6WkDhD6L04kSU5NP150w8OBjdIeIbx7GJaVArer6S7895TWwOsTqDuMH9r7EtJyBiRiWLf5Of/vzjiOe9+3PO2FqEX/vLzx7rF9jIyIiIqJjhyzb0VB/I0Ka/4JwyeJ1vMqlxWPVo/F68QTk/TIQUUs1iNneDE1hFZSiUsDuQGxKNJ5Z+hCufeoyaHXaDmYhIiIiIjpErVHjw6duwumtt+KKH8/GGks43B73lKglIFP6DmVlE2G3FwQnUCIioj5Msf0Cpe4MwLbE65hTAXbYdVhnC8FuSzLWtOSgvj4SpR+mIeQ/CtROBWqVhPueuRjX3302VD58VktEREREx56cmETcM/3f+PuWv+CAQ+91PEPrwi1DN+CHwhOxct/KIERIRNQ5vuMlIiIKsCEDxcS0gqNJTCv3rJh25IpYg5PjoNdqhL6d3ayaln+gXmjnJMdBkiQMMEYjWi++OdpaJVbf6irPxLSh8fFQHaEqXGc8K6aVmRvRYDd361pHy7Na29jYDMSHGZBkCBf6d9X6VlHvuKyDSYGeFdMmpKT6dJ3NRRVCe3ByHKLDQ326RqDMOe04ob1+WzEqq02djrfZnfj3txuFvuPHDsAwVqQgov5EVgL7RUR0DLNZl8FcMwXRrl+g9nirIivAr22xuKt0Cn7YMxx136YgcZUD4XvqgbxiKHUH39OdMGci3t7+D4ydOSoIj4CIiIiI+rKzZh+PL+c8hIdfvRAvVg6Bye19C0B6SAuUxtkoqr6f1dP6Oq75EBEFhKLYIbc+d7BKmmLyOl7jUuNXayj22sOwpiUHu1rSsH9DCmpfTUD4WickBYiM1OOVz27CyWeODvwDICIiIqI+SS2p8Ng587G77Z9YUue9iXyoSsE5xkYkh9yI51ZeB7fbGYQoye8Cvd7DNR/qAUxMIyIiCrAcj8S0sgONsFh9L6+sKAqKu1ExTatWY0S6GMOOkiqf5we8K6YNSYkHAEiShDFJKcKxbdXdmyOvXkzMGhYX363rAMCQyESEqcXKA9uCVDXNs1rbuJh0AMCIhAShf2etb0mDcREGpMZFQtaJ/eOTUzo+oRMbC8X4JvTCamm/O2XaEBjCDj1gRQHe+2xNp+M//HIDGk1iFYurLp7SY/ERERERUf8ku2rQVn85dM03wCC1eR03udV4vnYoniuejB0rB0P3rQHxG1ugy62EUlgK2OzQ6bW49Y3r8ehXdyMqLjIIj4KIiIiI+oPo+Cj8+sL9CF13LS5feQZ22sK8xugkBQPwJUrKJsJqzw9ClERERH2D4tgIpf5cwPyu1zGHAmyx67DOHoIiWzSWNQ9DfnEa8r7Ohvo/GoRXHPzcf9CQJLzz7e0YNJQbYxIRERGR784YPgHjsr7CY7unwyZ7p3sM0jlxQ/YqfL9vOtaU/RyECImIRExMIyIiCrBBmfFQqw5to68owL4S36piAUBDkxltZrvQl5V+5MQ0ABidKS6A7yztZmJaBxXTfjcuWZyjuxXT9taJyW9Hk5imUakwOkZMsPKsXBYI1dYWlJkbhb6xsQcT045LFJ+3zZVi5bKuSEiOAP5QqUEFCeN8SEyz2J3YXFQp9E3M7r2JaaF6Hc7xqCyxdFUu9hR4/15XVDXh0283CX2TxmRhZI5viXtEREREdOxSFAfsLf+Au+5khLk2dnAc2GSJxJ1lx+OLvNGo+i4NCT87ELmzHlJeMZSaekBRMGBUBt7Y/Axm/3UWpG5WhSYiIiIi+p0kSbjllvPwzuT7cOMbF+HtmoGwyt6vMzNDWoDGc5F/4C7IshyESImIiHonRW6G3PwAlMbLAXex1/EDLjV+sYSh2KnD9rZMrKwbgt2/DELVj8mIWWFGSLMLAHDauWPw0r//CmNseKAfAhERERH1IykRRjw48138I/9O7DIbvY6HqxScE9WIGNyBVzZcCpuzNfBBEhH9holpREREARai0yArPU7oyy+q8fk6xeVitbRQvRaJXdxh/ziPxLRdZdVw+/gBdIvVhpK6JqHv94ppADDWo2Jabn0dzA7fKsM1Wa0oNolzDI9P6GR014z9rTLZ77bUlx3V9bpjXe1+oR2l1WNI1MEqdhNTUoVje+vr0GoXExCPxBki/iz1LjVCNJoun79hXxmcbnd7W6NS4fjBGT7FEGhX/GkywsNChL7n3/0f7PZD5codThf+/vqPcLoOPTa1WoVbrjo5UGESEQWIAihyYL+gBPtBExH1OEVR4Lb9DHvtNGgt70Atub3GNLlVeLVhMB4pnopNa3Og+W8EElc3Q5dfdbBKmtUGtUaNyx78E17b+DQyh6d3MBMRERERUfelDUzCmqfvR82iK3DlhlNRYA/1GhMiKRisWoTS8vEw23cFIUrqHq75EBH1BEVRoFgXQ6k/E7B+4XVcVoCddh022kNQ4wrD8qZhWL1zGPK+z4GyTYv4Tc3Q2GXo9Ro88PxczH/iQmi1Xf9sloiIiIioMxqVCg/P+AsOqN7D8/vHwKmImxBJEjBE58TV6Vuwoewk/Fr2WZAipe4LwnoP13yoBzAxjYiIKAiGDEoU2vn7u5OYJlYry0yNgUrVtV32R2cmCW2z3eFV/exIdpeJMes0aiEx7bjEJGhUh15quGQZW3ysmratWqx4pddojqpiGgCMjxMTrHabKtHqtB3VNX211iMxbXL8AKilg8/VcUlJ0P7heZMVxet5OJJSS7PQdrW6UdPc1uXzV+WJOwCOHZCCiNCQTkb3DsbIMMy78Hihr2B/DR5/ZQlcLjccThcee3kJduaKleAuPGssBngkihIREREReVJc+2GvvwiS6WboFJPXcacCrLFE4c7SKfho71gcWJSOxG+diNzVABSUQqmuAxQFg8cPxOubnsZVj82FLkQb+AdCRERERMcElUqFRx+6DM8OvgfXvP4n/LN2AGwdVk8zQ934J+wpuxqy7NsGaURERP2BIrdBab4DSvMdgOz9eXmjW4XlNj0KnCHYZU7HorKxWP/dSDRsjEf01jZE55ohycDoCVl4f/F8TD9tZBAeBRERERH1d2cOGI1rxy/EvTuuRoHFu3iBQaVguqENI9SPYuH2c9DmbAxClER0LGNiGhERURAMGSBW/dq7z7fEIwDYV1wrtH1JromPDEdGnFHo21hU7tP8O0rFmIelJkCrUbe3DTodjksUE+DWVvhWnWxbtZjINjohCVq1upPRXTMuJgNa1aFruBUFm+pLj+qavpAVBevqxMS0ExIGtn+v12gx2uN521hZ0eXrl5pMqDaLSWhqK7Auv2uPUVEUrNwrJqZNHzagy/MH04VnjUV6SrTQt3z9Psy+9k2cOe81LF9XIBxLiI3ANRefEMgQiYgCR1EC+0VE1E8pciucpkcg158JnXtnh2P2O7V4rnYIHi2cjg0bcqD7LBxJq5qhKaqBUlgCWKzQ6bW4/pnL8eq6v2PQcVkBfQxEREREdOwaODITK59cgJLPLsEV607rsHqaTgKG6dag8cA41Jo+D0KU5BOu+RAR+Y3i2AKl4QLAtsTrmPO3KmkrbXrkWmPxQ/0oLN1wHIp+HARViQoJ60wIrXNCo1HhlgfPxTPvX4vY+IggPAoiIiIiOlbEhBjw4un3YpfzDbxaMhouxXsToni1jMsTC7Cvcga+z3svCFFStwR6vYdrPtQDmJhGREQUBCOGpAjt8gNNaGq2+HSNvKJqoT3UowrbkUzKThfaG/f5lpi20yMxbXRmsteYKWlidbJ15b4lpm31qLA2Ntl7Dl+FarQYFyM+9nUeFcx60r6WWjTYzULflPiBQntiSprQ3nSg64lpK8tKhLbkBiQnsDK3uOMTPOOrbvCqrjZ9WFaX5w8mnVaDJ++eg7BQndDf2maD3eES+kL1Wjxz//kwhPXuSnBEREREFByKokC2fAlX7YlQ2z6FBO/F+Ua3Ch+bkvFA6VR8kTsOtT8mI+VLByJ2N0ApKIVSVQvICkadOAxvb/8HLr57DtSao9tog4iIiIjIVxqtBk/8/Ro8m30X/vLiBXivZmCH1dNiNE7E2R5Cfsk0OBxFQYiUiIgoMBTZArnlSciNlwLuEq/jVS41frWGYpfdgLXN2VhcOBZbvh2B5j0xiMo1I3Z7K9QOBeMmD8TCJXfi7IsnQZK8/7YSEREREfmbJEm4aMgk/Pm4hbhr56XYbY72GqOWgOP0VkyLfA7/3nEqqlp8uy+UiKg7mJhGREQUBNmZ8dCHaIS+PQUHOhntzWJ1oLRSLLc8JDupk9Edm+yRmLZ5fwWcbneXzlUUpYPENO/5p6SJc+ypq0WzzdalOVyyjO3V4hzjk1M6Ge2bKQliIti6uq4lbfnD2lrxA/20MCMywmOEvkmpYmLajupq2F1iYlVnlhYVCm2VFZAgYV1BaZd+vv/buU9op0RHYlBibJfm7g0GZsThkdvPhlrV+Yc/Wo0aj991LgZ7VC4kIiIiIgIAxVUMZ8OFQMv9UMPsddwmS1hpicCjVWPxbvEkbNs6EIbPQ5C81ARNfmV7lbSwiFDc+sb1+MevjyItxz/vZYiIiIiIumvQcVlY9o8H0fr1PFy26nTstYV1OG6wvhZoOBN7yq6CLHdtPZ+IiKivUBwboTTMBiz/8tqIyKEAG20h2GAPwV5rAr6vGoMV/zsOlSvSoa1WkLChGeEVdkQYdHjk5Uvx93evQXySMTgPhIiIiIiOaQmhEXh51sPIc76G23ediEaX1mtMpErB3MQytJjOxJtrF8DVxXtDiYi6g4lpREREQaDRqDF8sFj9a2deZZfP31dSC1k+tFCuVkkYnBnvUwwTssXkJ4vdib0VtV06t7TehBarXeg7roOKaeOSU6BTH6oIICsKNlZ2rfpXfn0drB7JWGOS/JSY5lGhrKi1DrXWVr9c+0h+qcoXY/FIkgMOPm+qP+yq55DdWFdx5J1LmqxWrKsQq9JprAev02ZzYHvx4ZMfFUXB4q15Qt/JIwb2uR3+pk4YhFf+dgmGdFBFcMigRLz91KU4fuyAIERGRBRAshLYLyKifkBx18HV/DDc9WdC49rlddytAHl2HV6sz8YL5cdjWcFQtPwcj4xPrAjfWg0lfz+UhiYAwMQzx+Ld3S9g9l9nQaXiEiwRERER9Q5qjRrzH70Ub05+EPc9fxGeLRuBRrd3VV+NBAzTrUVL1ViU1r8OReF7/16Daz5ERN2iuMogm26D0ng54Pb+3LXRrcJyayj2OcKwrjkb32+ZgL3fDYG9MgzRu1sRt6UFWrMLM84YiQ//dy+mzBgehEdBRERERHSIJEm4eOhEPHnya3hk8234T82ADt/KD9Y5cGXWl/hp3zT8uPf7wAdKRxbo9R6u+VAP0Bx5CBEREfWEUUNTsXX3oUXvXXldr5iWX1QjtLPS4xAS4r3rxeHERRiQnRSLwuqG9r6N+8o7TDDz5FktLT7SgCRjhNe4EI0G45NThWSpVWUlOG1Q9hHn2HRATNTLjDIiLqzjHVx9NSI6GRHaELQ6DyXXraopxJ+yxvrl+p2ps7Vha4OYODYjKcdrXGRICMYmJWNL1aHfiaX7C3Fy1uGTqf5XXAT3H24QUCmA2nro+MrcYkz0qJT3R3vKa1BWbxL6zh439LBz9lbHDU/De89cju17K1BYUgeX241BGfEYPyoDajVvDCYiIiIiD4oN7roZUMHR4eEqlxpL2+KxzDQI+XWJaN4bjfhlTuhL6qFU1kAxWwAA0YlRuOEfV2LmpdP63AYPRERERHTsSMpKwPevPoBf/rsWFy1fhHvOW4kZEfXQebyEjVS7Eel6GcVlCxEf/wYiwiYFJ2AiIqJuUyC3PAPF8iEkOL2OuhUg16lFviMEueZkrC4agtotSXDbtAhpcMC4xwyNXYbRGIoHXrwUo8Zz80siIiIi6l0itHq8ft5fsLZkJi7f9CqeOW450kOswhi9SsGZxgZUue7GWxvfxakZLyI7yXtDfSKi7uJduUREREEyamiq0M4vqobD6epktMgzMa2jylBdMXmwmKS0Kre4S+dt2CcmV43OTO70psup6RlC+3/7i7q0u+qK0hKhPSElteOB3aCWVF5V034+kOu363fmfwdy8cdHHqbR4YSEQR2OPW2gmLz3v/1FkI/wvP1QWCC0B0bEQFIO/VyW7twnVNrz5FktLT02CqMykg47Z28mSRLGjkjHRWePw5/PnYhJY7KYlEZEREREnbB3mJRmkSUsM4fj+dpR+LRyLDbuyobrv0akftYK/bZyKPtKALMFKpWE8289CwvzXsYpl01nUhoRERER9QmnXHgCfrj5b1j2xlX468YTsccWio6WobNCWhDafDl2FZ8Jp7Mi8IESERF1l9IKWN7vMCmtwa3CMmsolrUm4vOSyfjy6+moWpMO2axBVJ4ZsVtbobXLmPPnyfhw6T1MSiMiIiKiXu2ErGy8f9Zz+Mee+XitYjicivfnlckaN65Nz4XFPgevrroNZqu1gysREfmOd+YSEREFyYicZPzxXkWH043cwuounZtXJI4b2s3EtBNyMoX29tIDaGi1HPYcWVawJr9U6Dt+cEYno70TrKrNbdhZW9PJ6INsLifWV5QLfSdlZh32HF/NShkmtNfVFqHFYfPrHJ48k99OTspBiLrjAranDhQT1uosZuyorupwLACYbFasKRN/LnOGitXOKhtbsN4jqfB3dqcLS7blC31njxvKG2qJiPoiBYCiBPgr2A+aiMi/ZAUocGjxesNAvFU1ESv25+DAz2lI/siFmOVVkPYWQalrBBQFI6cNxRtbnsVNL10NQ5Qh2KETEREREflEHxaCZ1/6Cx4d/AjufuQCPF02ArUu73VrlQSMCC2CXD8Tu8suhyy3BCHaYxzXfIiIusH7PzKHAuy06/B9WzS+qhuFj389Cfk/5EBuDYG22Yn49SaEl9uQkmrE61/8H268fzZ0IdogxE5ERERE5BuDRodXz5qH6emv4JI1F2KnOcprjFoCRobYcfWgH7Gm4kR8uv79LhUaoB4SlPUervmQ/zExjYiIKEgiDHoMzIgX+jbvKO1k9CEtrVaUHWgU+oYO6l5Vq8mDMxCqO7SIrijAyr37D3tO/oE6r+S1qUMzOxkNZMfEYIAxWuj7uWjfYedYX1EBu/tQ9TiVJGFaRudzdMdJSTnQqdTtbaciY1l1/mHOODoNdjM21ZcIfZ7JcX80MDoG2dExQt9P+ws7Hf/F3t1wynJ7W6dS44rxY5GTHCeM++/6XR2e/92WXDS2iT/Xs8YN7XAsEREREVF/JStAiVODf7fE4+kDE/F1yXHYvXYA9B8akLyoDupt+6GUHwCcLkQnRuGef92MF1Y8hkHHZQU7dCIiIiKio5I1PB0/fPAwhuy4EXPfOQ9fNiXDKntvXKaVgOG6jbBWT0LBgTsgy96Vh4mIiHojWQEKnRp83xaB/zRm44OtJ2L1f8fCVhIJyaUgKt+M+E0tCLEpmPd/p+C97+7AwCHJwQ6biIiIiMhnYxMz8OWfHseq2r9jQd5ktLrVXmPCVApOjWjGyWn/wIc7TsGa/GVBiJSI+gsmphEREQXRxOPEZKsN20uOeM62PeX44wYVIToNsrPiOz/hMEK0GkwbmiX0/bq76LDnrMkvEdqZcUakxxo7HS9JEk4bJFZNW1rUeYIVAKwoLRbaY5OSYdSHHvYcX4VrQzA1QaxK9lPlXr/O8UdflmyF+w8/OL1ag+mJ2Yc5A17P29e5e+Fwu73GuWUZH+/cIfSdnj0YkSF6XHj8KKF/2e4i1Leavc5fuGyz0Dd5cDoGJIiJcURE1IcEeiclIqJ+oMKlxrdtRrxaMxLv7J+Cddtz4PgmBimfm2FYXwKloBgwW6BSSTj/1rOwMO9lnHbFSawyTERERET9hiRJuPAvs7Dk7oew8ZW5mPfradhkjYC7g7f+oSoZ2arFaK4ag+Kap7mzdqBwzYeIqFsOuNRYagnF183p+KBgKr7/ZgoaNydBklUIrbYjca0J4WU2ZA9OxHuLbselN8yAWuN98y4RERERUV+hllS4ZcppuOv4N3Hb2hvwZW0W5A7e6idq3LgssQKxoTfjjY3nobgmL/DBHuuCUTGNyM+YmEZERBREk8dkCe28omq0tFoPe87mXWVCe/SwVOi0mm7HMHOkmJy1tqAUFnvnO5yuzisR2lM9Ets6cvpAMcGqsKkRe+tqOxyrKAqWl4iJaSdnDTjiHN0xK3W40F5VU4haa6vf53ErMj4r3iL0nZ4yAmEa3WHPO2fwEKFdZzFjyb4Cr3HLS4pR3tIs9M07bgwA4OzxQ6H/w++HS5bx7v82CmN/2l6AsnqT0HfNjImHjY2IiIiIqD9xKhLeqhuC14qn4Ye9o9G8LBFJX7gR+78KqHYVQqlvBBRg1PRheGPLs7jppathiDIEO2wiIiIioh4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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "image/png": {
+ "height": 1624,
+ "width": 1747
+ }
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "data = df_filter3\n",
+ "\n",
+ "mpl.rcParams['axes.linewidth'] = 1.75 #set the value globally\n",
+ "\n",
+ "colors = plt.cm.viridis(np.linspace(0,1,9))\n",
+ "\n",
+ "signal_slice = np.index_exp[200:700]\n",
+ "\n",
+ "# sample = '10_Glass_D_p0-5'\n",
+ "\n",
+ "y_value = data['tseries_smooth']\n",
+ "\n",
+ "embiggen = 5\n",
+ "horiz = 3\n",
+ "vert = 4\n",
+ "objs = ['literallyanything' for i in range(vert*horiz)]\n",
+ "\n",
+ "fig, ax = plt.subplots(vert, horiz, figsize = (horiz*embiggen*1.4, vert*embiggen))\n",
+ "\n",
+ "\n",
+ "for q in range(3):\n",
+ " sample = subset_sample_list[q]\n",
+ "\n",
+ " for n in range(9):\n",
+ "# ax[0,q].plot(1240/data['wl'][sample][signal_slice], y_value[sample][n][signal_slice], color = colors[n], label='Binned:'+str(np.round(np.min(data['wl'][sample][signal_slice]),2))+'nm to '+str(np.round(np.max(data['wl'][sample][signal_slice]),2))+'nm')\n",
+ " ax[0,q].plot(1240/data['wl'][sample][signal_slice], y_value[sample][n][signal_slice]/(np.max(y_value[sample][n][signal_slice])), color = colors[n], label='Binned:'+str(np.round(np.min(data['wl'][sample][signal_slice]),2))+'nm to '+str(np.round(np.max(data['wl'][sample][signal_slice]),2))+'nm')\n",
+ "\n",
+ " ax[0,q].set_xlabel('Energy in eV')\n",
+ " ax[0,q].set_ylabel('Counts a.u.', fontsize=20)\n",
+ " ax[0,q].tick_params(axis='x', labelsize= 15)\n",
+ "# ax[0,q].set_xticklabels(fontsize=15) \n",
+ "\n",
+ " # plt.ylim(0, 2**16)\n",
+ " ax[0,q].set_xlim(1.70, 1.92)\n",
+ "\n",
+ "# ax[0,q].set_xlim(1240/np.round(np.max(data['wl'][sample][signal_slice]),0), 1240/np.round(np.min(data['wl'][sample][signal_slice]),0))\n",
+ " ax[0,q].set_title(data['Chlorine_Loading'][sample]+' under 633nm laser at '+data['Energy_Flux'][sample]+' E.Flux')\n",
+ "\n",
+ " # plt.legend()\n",
+ "\n",
+ " norm = mpl.colors.Normalize(vmin=0, vmax=481)\n",
+ "\n",
+ "\n",
+ " objs[0]= plt.colorbar(mpl.cm.ScalarMappable(norm=norm,cmap=plt.get_cmap('viridis')),\n",
+ " orientation='vertical', label='Exposure Time, Seconds', ax=ax[0,q])\n",
+ "\n",
+ " plt.setp(objs[0].ax.get_yticklabels(),rotation=-10, fontsize=9, weight='black', snap=True, position=(1,0))\n",
+ "\n",
+ "\n",
+ " # plt.show()\n",
+ "\n",
+ "\n",
+ " ### Summed Count Normalized \n",
+ " # embiggen = 5\n",
+ " # horiz = 1\n",
+ " # vert = 1\n",
+ " # objs = ['literallyanything' for i in range(vert*horiz)]\n",
+ "\n",
+ " # fig, ax = plt.subplots(vert, horiz, figsize = (horiz*embiggen*1.4, vert*embiggen))\n",
+ "\n",
+ "\n",
+ " binsignal = np.sum(y_value[sample][:, int(str(signal_slice).split('e(')[1].split(\",\")[0]):int(str(signal_slice).split('e(')[1].split(\",\")[1][1:])], axis = 1) \n",
+ "\n",
+ " binsignal_norm = binsignal#/np.max(binsignal)\n",
+ "\n",
+ "\n",
+ " ax[1,q].plot(data['time'][sample], binsignal_norm, label = 'Signal Summed Count', color ='red')\n",
+ "\n",
+ " ax[1,q].legend(fontsize=20)\n",
+ " ax[1,q].set_xlabel('Time in seconds')\n",
+ " ax[1,q].set_ylabel('Normalized Counts a.u.', fontsize=20)\n",
+ " # plt.ylim(.9,1.1)\n",
+ " # plt.xlim(0,150)\n",
+ "# ax[1,q].set_title(data['Chlorine_Loading'][sample]+' under 633nm laser at '+data['Energy_Flux'][sample]+' E.Flux')\n",
+ "\n",
+ "\n",
+ " # plt.show()\n",
+ "\n",
+ "\n",
+ " ## FWHM Calculation\n",
+ " # embiggen = 5\n",
+ " # horiz = 1\n",
+ " # vert = 1\n",
+ " # objs = ['literallyanything' for i in range(vert*horiz)]\n",
+ "\n",
+ " # fig, ax = plt.subplots(vert, horiz, figsize = (horiz*embiggen*1.4, vert*embiggen))\n",
+ " \n",
+ " centroid = np.zeros(y_value[sample].shape[0])\n",
+ " peakPLWL = np.zeros(y_value[sample].shape[0])\n",
+ " peakPL_count = np.zeros(y_value[sample].shape[0])\n",
+ " fwhm = np.zeros(y_value[sample].shape[0])\n",
+ " half_max = np.zeros(y_value[sample].shape[0])\n",
+ " fwhm_ev = fwhm\n",
+ " fwhm_nm = fwhm\n",
+ "\n",
+ " for n in range (0, y_value[sample].shape[0]):\n",
+ " x = data['counts'][sample][n]\n",
+ " peaks, _ = find_peaks(x)\n",
+ " results_half = peak_widths(x, peaks, rel_height=0.5)\n",
+ " \n",
+ " index_width = results_half[0][np.argmax(results_half[0])]\n",
+ " half_max[n] = results_half[1][np.argmax(results_half[0])]\n",
+ " left_index = results_half[2][np.argmax(results_half[0])]\n",
+ " right_index = results_half[3][np.argmax(results_half[0])]\n",
+ " \n",
+ " centroid_index = int(((left_index + right_index) /2))\n",
+ " centroid[n] = data['wl'][sample][centroid_index]\n",
+ " \n",
+ " peakPLWL_index = np.argmax(x)\n",
+ " \n",
+ " peakPL_count[n] = np.max(x)\n",
+ "\n",
+ " \n",
+ " peakPLWL[n] = data['wl'][sample][peakPLWL_index]\n",
+ " \n",
+ " fwhm_ev[n] = 1*(1240/data['wl'][sample][1] - 1240/data['wl'][sample][0]) * index_width #calcualtes nm difference between two points and multiplied by index width\n",
+ "\n",
+ " fwhm_nm[n] = 1*(1240/data['wl'][sample][1] - 1240/data['wl'][sample][0]) * index_width #calcualtes nm difference between two points and multiplied by index width\n",
+ "\n",
+ " ax[2,q].plot(data['time'][sample], fwhm_ev, label = 'FWHM', color ='purple')\n",
+ " ax[2,q].axhline(y=np.mean(fwhm_ev), color='black', linestyle='--')\n",
+ " ax[2,q].set_ylim(fwhm_ev[0]-fwhm_ev[0]/5, fwhm_ev[0]+fwhm_ev[0]/5)\n",
+ "\n",
+ " ax[2,q].legend(fontsize=20)\n",
+ " ax[2,q].set_ylabel('Energy in eV', fontsize=20)\n",
+ " ax[2,q].set_xlabel('Time in seconds')\n",
+ "# ax[2,q].set_title(data['Chlorine_Loading'][sample]+' under 633nm laser at '+data['Energy_Flux'][sample]+' E.Flux')\n",
+ " \n",
+ " \n",
+ " \n",
+ "# ax[3,q].plot(data['time'][sample], centroid, label = 'Centroid', color ='blue')\n",
+ "# ax[3,q].set_ylabel('nm')\n",
+ "# ax[3,q].set_xlabel('Time in seconds')\n",
+ "# ax[3,q].set_ylim(660, 740)\n",
+ " \n",
+ "# ax[3,q].legend()\n",
+ " \n",
+ "# ax[3,q].set_title(data['Chlorine_Loading'][sample]+' under 633nm laser at '+data['Energy_Flux'][sample]+' E.Flux') \n",
+ "\n",
+ " ax[3,q].plot(data['time'][sample], 1240/peakPLWL, label = 'PeakPL', color ='blue')\n",
+ " ax[3,q].set_ylabel('Energy in eV', fontsize=20)\n",
+ " ax[3,q].set_xlabel('Time in seconds')\n",
+ " ax[3,q].axhline(y=np.mean(1240/peakPLWL), color='black', linestyle='--')\n",
+ "\n",
+ "# ax[3,q].set_ylim(660, 740)\n",
+ " ax[3,q].set_ylim(1240/peakPLWL[0]-fwhm_ev[0]/2, 1240/peakPLWL[0]+fwhm_ev[0]/2)\n",
+ "\n",
+ " ax[3,q].legend(fontsize=20)\n",
+ " \n",
+ "# ax[3,q].set_title(data['Chlorine_Loading'][sample]+' under 633nm laser at '+data['Energy_Flux'][sample]+' E.Flux') \n",
+ "\n",
+ "# ax[0,0].set_xlabel(df_XRF['sample'][n], rotation=0)\n",
+ "\n",
+ "\n",
+ "# plt.show()\n",
+ " \n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Trying to fit curves with multipeaks"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 274,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "image/png": {
+ "height": 413,
+ "width": 561
+ }
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# del y_test\n",
+ "\n",
+ "from scipy.spatial import ConvexHull\n",
+ "\n",
+ "def rubberband(x, y):\n",
+ " # Find the convex hull\n",
+ " v = ConvexHull(np.array(list(zip(x, y)))).vertices\n",
+ " # Rotate convex hull vertices until they start from the lowest one\n",
+ " v = np.roll(v, -v.argmin())\n",
+ " # Leave only the ascending part\n",
+ " v = v[:v.argmax()]\n",
+ "\n",
+ " # Create baseline using linear interpolation between vertices\n",
+ " return np.interp(x, x[v], y[v])\n",
+ "\n",
+ "left_cutoff = 90\n",
+ "index = 1\n",
+ "x_test = 1240/data['wl'][index][left_cutoff:]\n",
+ "y_test = data['counts_despiked'][index][0][left_cutoff:]\n",
+ "\n",
+ "\n",
+ "plt.plot(x_test, y_test)\n",
+ "\n",
+ "plt.xlim(x_test[0],x_test[-1])\n",
+ "\n",
+ "\n",
+ "bg=rubberband(x_test, y_test)\n",
+ "\n",
+ "y_test_bg = y_test - bg\n",
+ "\n",
+ "y_test_bg[y_test_bg<0] = 0\n",
+ "\n",
+ "plt.plot(x_test, y_test_bg)\n",
+ "\n",
+ "# y_test = y_test_bg\n",
+ "\n",
+ "plt.show()\n",
+ "\n",
+ "\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Attempts at building a peak count agnostic model"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 275,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(617,)"
+ ]
+ },
+ "execution_count": 275,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "x_test.shape"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 276,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(617,)"
+ ]
+ },
+ "execution_count": 276,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "y_test.shape"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 277,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# X,Y = x_test, y_test "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 278,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "X_test,Y_test = x_test, y_test "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 279,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "617"
+ ]
+ },
+ "execution_count": 279,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "Y_test.shape[0]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 283,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "image/png": {
+ "height": 460,
+ "width": 1141
+ }
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "from numpy.random import choice\n",
+ "from scipy.stats import skew\n",
+ "from sklearn.mixture import GaussianMixture\n",
+ "\n",
+ "\n",
+ "N_components = 2\n",
+ "\n",
+ "draw_N = 1000000\n",
+ "draw = choice(X_test, draw_N,\n",
+ " p=Y_test/np.sum(Y_test))\n",
+ "draw = draw.reshape(-1,1)\n",
+ "\n",
+ "draw_mean = np.mean(draw)\n",
+ "draw_var = np.var(draw)\n",
+ "draw_skew= skew(draw)[0]\n",
+ "# print('draw mean: '+ str(np.round(draw_mean,5)))\n",
+ "# print('draw var: '+ str(np.round(draw_var,5)))\n",
+ "# print('draw skew: '+ str(np.round(draw_skew,5)))\n",
+ "\n",
+ "# plt.hist(draw, X_test)\n",
+ "# plt.xlim(1.65,1.9)\n",
+ "# plt.show()\n",
+ "\n",
+ "X = draw\n",
+ "\n",
+ "\n",
+ "#------------------------------------------------------------\n",
+ "# Set up the dataset.\n",
+ "# We'll create our dataset by drawing samples from Gaussians.\n",
+ "\n",
+ "random_state = np.random.RandomState(seed=1)\n",
+ "\n",
+ "# X = np.concatenate([random_state.normal(-1, 1.5, 350),\n",
+ "# random_state.normal(0, 1, 500),\n",
+ "# random_state.normal(3, 0.5, 150)]).reshape(-1, 1)\n",
+ "\n",
+ "\n",
+ "#------------------------------------------------------------\n",
+ "# Learn the best-fit GaussianMixture models\n",
+ "# Here we'll use scikit-learn's GaussianMixture model. The fit() method\n",
+ "# uses an Expectation-Maximization approach to find the best\n",
+ "# mixture of Gaussians for the data\n",
+ "\n",
+ "# fit models with 1-10 components\n",
+ "\n",
+ "N = np.arange(1, N_components+1)\n",
+ "models = [None for i in range(len(N))]\n",
+ "\n",
+ "for i in range(len(N)):\n",
+ " models[i] = GaussianMixture(N[i]).fit(X)\n",
+ "\n",
+ "# compute the AIC and the BIC\n",
+ "AIC = [m.aic(X) for m in models]\n",
+ "BIC = [m.bic(X) for m in models]\n",
+ "#------------------------------------------------------------\n",
+ "# Plot the results\n",
+ "# We'll use three panels:\n",
+ "# 1) data + best-fit mixture\n",
+ "# 2) AIC and BIC vs number of components\n",
+ "# 3) probability that a point came from each component\n",
+ "\n",
+ "# fig = plt.figure(figsize=(5, 1.7))\n",
+ "# fig.subplots_adjust(left=0.12, right=0.97,\n",
+ "# bottom=0.21, top=0.9, wspace=0.5)\n",
+ "\n",
+ "\n",
+ "# plot 1: data + best-fit mixture\n",
+ "# ax = fig.add_subplot(1,3)\n",
+ "colors = plt.cm.jet(np.linspace(0,1,len(N)))\n",
+ "\n",
+ "embiggen = 5\n",
+ "horiz = 2\n",
+ "vert = 1\n",
+ "objs = ['literallyanything' for i in range(vert*horiz)]\n",
+ "\n",
+ "fig, ax = plt.subplots(vert, horiz, figsize = (horiz*embiggen*1.4, vert*embiggen))\n",
+ "M_best = models[np.argmin(AIC)]\n",
+ "\n",
+ "# x = np.linspace(-6, 6, 1000)\n",
+ "# logprob = M_best.score_samples(x.reshape(-1, 1))\n",
+ "# responsibilities = M_best.predict_proba(x.reshape(-1, 1))\n",
+ "\n",
+ "x = X_test\n",
+ "logprob = M_best.score_samples(x.reshape(-1, 1))\n",
+ "responsibilities = M_best.predict_proba(x.reshape(-1, 1))\n",
+ "\n",
+ "\n",
+ "\n",
+ "pdf = np.exp(logprob)\n",
+ "pdf_individual = responsibilities * pdf[:, np.newaxis]\n",
+ "\n",
+ "ax[0].hist(X, 100, density=True, histtype='stepfilled', alpha=0.1)\n",
+ "\n",
+ "\n",
+ "ax[0].plot(x, pdf, '-k')\n",
+ "\n",
+ "ax[0].plot(x, pdf_individual, '--k')\n",
+ "for n in range(0,len(N)):\n",
+ " ax[0].fill_between(x, 0, pdf_individual[:,n], alpha=0.3, color = colors[n])\n",
+ "\n",
+ " \n",
+ "ax[0].set_xlim(x[0],x[-1])\n",
+ "ax[0].set_xlabel('Emitted Photon Energy eV', size=15)\n",
+ "ax[0].set_ylabel('PL Intensity Counts', size=15)\n",
+ "\n",
+ "\n",
+ "# ax[0].text(0.01, .99, s = ('# Emitters : '+ str(np.round(N_components,0))), horizontalalignment='left', verticalalignment='top', transform=ax[0].transAxes)\n",
+ "# ax[0].text(0.01, .94, s = ('Dist. mean: '+ str(np.round(draw_mean,5))), horizontalalignment='left', verticalalignment='top', transform=ax[0].transAxes)\n",
+ "# ax[0].text(0.01, .89, s = ('Dist. var: '+ str(np.round(draw_var,5))), horizontalalignment='left', verticalalignment='top', transform=ax[0].transAxes)\n",
+ "# ax[0].text(0.01, .84, s = ('Dist. skew: '+ str(np.round(draw_skew,5))), horizontalalignment='left', verticalalignment='top', transform=ax[0].transAxes)\n",
+ "# ax[0].text(0.01, .79, s = ('Max PL Counts: '+ str(np.round(np.max(Y_test),2))), horizontalalignment='left', verticalalignment='top', transform=ax[0].transAxes)\n",
+ "\n",
+ "\n",
+ "ax[0].set_yticklabels([])\n",
+ "\n",
+ "if N_components ==10:\n",
+ "\n",
+ " # plot 2: AIC and BIC\n",
+ " ax[1].plot(N, AIC, '-k', label='AIC')\n",
+ " ax[1].plot(N, BIC, '--k', label='BIC')\n",
+ " ax[1].set_xlabel('Number of Emitters', size=15)\n",
+ " ax[1].set_ylabel('Information Criterion', size=15)\n",
+ " ax[1].legend(loc=1)\n",
+ " ax[1].set_yticklabels([])\n",
+ " tick_spacing = 1\n",
+ " ax[1].xaxis.set_major_locator(ticker.MultipleLocator(tick_spacing))\n",
+ " \n",
+ "else: \n",
+ " \n",
+ " # plot 3: posterior probabilities for each component\n",
+ " p = responsibilities\n",
+ " p = p.cumsum(1).T\n",
+ "\n",
+ " n = 0\n",
+ " ax[1].fill_between(x, 0, p[0], color = colors[n], alpha=0.3)\n",
+ "\n",
+ " for n in range(0,len(N)-2):\n",
+ " ax[1].fill_between(x, p[n], p[n+1], color = colors[n+1], alpha=0.3)\n",
+ "\n",
+ " n = len(N)-2\n",
+ " ax[1].fill_between(x, p[n], 1, color = colors[n+1], alpha=0.3)\n",
+ "\n",
+ "\n",
+ " ax[1].set_ylim(0, 1)\n",
+ " ax[1].set_xlabel('Emitted Photon Energy eV', size= 15)\n",
+ " ax[1].set_ylabel('Probability of Responsible Emitter', size=15)\n",
+ " ax[1].set_xlim(x[0],x[-1])\n",
+ "\n",
+ "\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 123,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "image/png": {
+ "height": 413,
+ "width": 552
+ }
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "weights = np.ones_like(X)*np.max(Y)\n",
+ "\n",
+ "\n",
+ "plt.hist(X, 1000, density=False, histtype='stepfilled', alpha=1)#, weights = weights)\n",
+ "plt.show()\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 151,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "draw mean: 1.80099\n",
+ "draw var: 0.00221\n",
+ "draw skew: -0.38584\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "image/png": {
+ "height": 453,
+ "width": 1143
+ }
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "from numpy.random import choice\n",
+ "from scipy.stats import skew\n",
+ "from sklearn.mixture import GaussianMixture\n",
+ "\n",
+ "draw_N = 1000000\n",
+ "draw = choice(X_test, draw_N,\n",
+ " p=Y_test/np.sum(Y_test))\n",
+ "draw = draw.reshape(-1,1)\n",
+ "\n",
+ "draw_mean = np.mean(draw)\n",
+ "draw_var = np.var(draw)\n",
+ "draw_skew= skew(draw)[0]\n",
+ "print('draw mean: '+ str(np.round(draw_mean,5)))\n",
+ "print('draw var: '+ str(np.round(draw_var,5)))\n",
+ "print('draw skew: '+ str(np.round(draw_skew,5)))\n",
+ "\n",
+ "# plt.hist(draw, X_test)\n",
+ "# plt.xlim(1.65,1.9)\n",
+ "# plt.show()\n",
+ "\n",
+ "X = draw\n",
+ "\n",
+ "\n",
+ "#------------------------------------------------------------\n",
+ "# Set up the dataset.\n",
+ "# We'll create our dataset by drawing samples from Gaussians.\n",
+ "\n",
+ "random_state = np.random.RandomState(seed=1)\n",
+ "\n",
+ "# X = np.concatenate([random_state.normal(-1, 1.5, 350),\n",
+ "# random_state.normal(0, 1, 500),\n",
+ "# random_state.normal(3, 0.5, 150)]).reshape(-1, 1)\n",
+ "\n",
+ "\n",
+ "#------------------------------------------------------------\n",
+ "# Learn the best-fit GaussianMixture models\n",
+ "# Here we'll use scikit-learn's GaussianMixture model. The fit() method\n",
+ "# uses an Expectation-Maximization approach to find the best\n",
+ "# mixture of Gaussians for the data\n",
+ "\n",
+ "# fit models with 1-10 components\n",
+ "\n",
+ "N_components = 2\n",
+ "N = np.arange(1, N_components+1)\n",
+ "models = [None for i in range(len(N))]\n",
+ "\n",
+ "for i in range(len(N)):\n",
+ " models[i] = GaussianMixture(N[i]).fit(X)\n",
+ "\n",
+ "# compute the AIC and the BIC\n",
+ "AIC = [m.aic(X) for m in models]\n",
+ "BIC = [m.bic(X) for m in models]\n",
+ "#------------------------------------------------------------\n",
+ "# Plot the results\n",
+ "# We'll use three panels:\n",
+ "# 1) data + best-fit mixture\n",
+ "# 2) AIC and BIC vs number of components\n",
+ "# 3) probability that a point came from each component\n",
+ "\n",
+ "# fig = plt.figure(figsize=(5, 1.7))\n",
+ "# fig.subplots_adjust(left=0.12, right=0.97,\n",
+ "# bottom=0.21, top=0.9, wspace=0.5)\n",
+ "\n",
+ "\n",
+ "# plot 1: data + best-fit mixture\n",
+ "# ax = fig.add_subplot(1,3)\n",
+ "colors = plt.cm.jet(np.linspace(0,1,len(N)))\n",
+ "\n",
+ "embiggen = 5\n",
+ "horiz = 2\n",
+ "vert = 1\n",
+ "objs = ['literallyanything' for i in range(vert*horiz)]\n",
+ "\n",
+ "fig, ax = plt.subplots(vert, horiz, figsize = (horiz*embiggen*1.4, vert*embiggen))\n",
+ "M_best = models[np.argmin(AIC)]\n",
+ "\n",
+ "# x = np.linspace(-6, 6, 1000)\n",
+ "# logprob = M_best.score_samples(x.reshape(-1, 1))\n",
+ "# responsibilities = M_best.predict_proba(x.reshape(-1, 1))\n",
+ "\n",
+ "x = X_test\n",
+ "logprob = M_best.score_samples(x.reshape(-1, 1))\n",
+ "responsibilities = M_best.predict_proba(x.reshape(-1, 1))\n",
+ "\n",
+ "\n",
+ "\n",
+ "pdf = np.exp(logprob)\n",
+ "pdf_individual = responsibilities * pdf[:, np.newaxis]\n",
+ "\n",
+ "ax[0].hist(X, 100, density=True, histtype='stepfilled', alpha=0.1)\n",
+ "\n",
+ "\n",
+ "ax[0].plot(x, pdf, '-k')\n",
+ "\n",
+ "ax[0].plot(x, pdf_individual, '--k')\n",
+ "for n in range(0,len(N)):\n",
+ " ax[0].fill_between(x, 0, pdf_individual[:,n], alpha=0.3, color = colors[n])\n",
+ "\n",
+ " \n",
+ "ax[0].set_xlim(x[0],x[-1])\n",
+ "ax[0].set_xlabel('Emitted Photon Energy eV')\n",
+ "ax[0].set_ylabel('PL Intensity a.u.')\n",
+ "\n",
+ "\n",
+ "ax[0].text(0.01, .99, s = ('# Emitters : '+ str(np.round(N_components,0))), horizontalalignment='left', verticalalignment='top', transform=ax[0].transAxes)\n",
+ "ax[0].text(0.01, .94, s = ('Dist. mean: '+ str(np.round(draw_mean,5))), horizontalalignment='left', verticalalignment='top', transform=ax[0].transAxes)\n",
+ "ax[0].text(0.01, .89, s = ('Dist. var: '+ str(np.round(draw_var,5))), horizontalalignment='left', verticalalignment='top', transform=ax[0].transAxes)\n",
+ "ax[0].text(0.01, .84, s = ('Dist. skew: '+ str(np.round(draw_skew,5))), horizontalalignment='left', verticalalignment='top', transform=ax[0].transAxes)\n",
+ "ax[0].text(0.01, .79, s = ('Max PL Counts: '+ str(np.round(np.max(Y),2))), horizontalalignment='left', verticalalignment='top', transform=ax[0].transAxes)\n",
+ "\n",
+ "\n",
+ "\n",
+ "\n",
+ "# plot 2: AIC and BIC\n",
+ "# ax[1].plot(N, AIC, '-k', label='AIC')\n",
+ "# ax[1].plot(N, BIC, '--k', label='BIC')\n",
+ "# ax[1].set_xlabel('Number of Emitters')\n",
+ "# ax[1].set_ylabel('Information Criterion')\n",
+ "# ax[1].legend(loc=1)\n",
+ "# ax[1].set_yticklabels([])\n",
+ "# ax[0].set_yticklabels([])\n",
+ "\n",
+ "\n",
+ "\n",
+ "# tick_spacing = 1\n",
+ "# ax[1].xaxis.set_major_locator(ticker.MultipleLocator(tick_spacing))\n",
+ "\n",
+ "# ax[1].set_xticklabels(np.arange(1, N_components+1))\n",
+ "\n",
+ "\n",
+ "\n",
+ "\n",
+ "\n",
+ "# plot 3: posterior probabilities for each component\n",
+ "p = responsibilities\n",
+ "p = p.cumsum(1).T\n",
+ "\n",
+ "n = 0\n",
+ "ax[1].fill_between(x, 0, p[0], color = colors[n], alpha=0.3)\n",
+ "\n",
+ "for n in range(0,len(N)-2):\n",
+ " ax[1].fill_between(x, p[n], p[n+1], color = colors[n+1], alpha=0.3)\n",
+ " \n",
+ "n = len(N)-2\n",
+ "ax[1].fill_between(x, p[n], 1, color = colors[n+1], alpha=0.3)\n",
+ "\n",
+ " \n",
+ "ax[1].set_ylim(0, 1)\n",
+ "ax[1].set_xlabel('Emitted Photon Energy eV')\n",
+ "ax[1].set_ylabel('Probability of Responsible Emitter')\n",
+ "ax[1].set_xlim(x[0],x[-1])\n",
+ "\n",
+ "\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 154,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# from lmfit.models import GaussianModel\n",
+ "# from scipy import stats\n",
+ "\n",
+ "# x_peaks = ['a', 'b']\n",
+ "\n",
+ "# # first_vals_dict = {'cen':[1.77,1.79,1.83],\n",
+ "# # 'amp':[8000,10000,10000],\n",
+ "# # 'sigma':[.05,.05,.05]}\n",
+ "\n",
+ "\n",
+ "# # tolerance_vals_dict = {'cen':[.1,.1,.1], \n",
+ "# # 'amp':[2000,2000,2000], \n",
+ "# # 'sigma':[.03,.03,.03]}\n",
+ "\n",
+ "\n",
+ "# first_vals_dict = {'cen':[1.7,1.81],\n",
+ "# 'amp':[8000,10000],\n",
+ "# 'sigma':[.05,.05]}\n",
+ "\n",
+ "\n",
+ "# tolerance_vals_dict = {'cen':[.05,.05], \n",
+ "# 'amp':[2000,2000], \n",
+ "# 'sigma':[.03,.03]}\n",
+ "\n",
+ "\n",
+ "# first_vals = pd.DataFrame(first_vals_dict)\n",
+ "# tolerance_vals = pd.DataFrame(tolerance_vals_dict)\n",
+ "\n",
+ "\n",
+ "\n",
+ "# # def get_fit_parameters(x_fit, y_fit, x_peaks, first_vals):\n",
+ "\n",
+ "# # Initiate the model by adding the first component\n",
+ "# # Define the model parameters using first_vals\n",
+ "# sigma = first_vals.loc[0,'sigma']\n",
+ "# cen=first_vals.loc[0,'cen']\n",
+ "# amp = first_vals.loc[0,'amp']\n",
+ "\n",
+ "# # Initiate the dict to store the model components\n",
+ "# components = {}\n",
+ "\n",
+ "# # Initiate a list to store the component names\n",
+ "# component_names = []\n",
+ "\n",
+ "# # Name the component\n",
+ "# prefix = 'Component' + '_' + str(x_peaks[0])\n",
+ "\n",
+ "# # Call the GaussianModel\n",
+ "# peak = GaussianModel(prefix = prefix)\n",
+ "\n",
+ "# # Set the initial parameter guesses\n",
+ "# params = peak.make_params(cen = cen, sigma = sigma, amp = amp) \n",
+ "\n",
+ "\n",
+ "# # Define the maximum amount this peak center can wander from its \n",
+ "# # initial guess.\n",
+ "\n",
+ "# # All amplitudes must be positive\n",
+ "# params[prefix+'center'].set(min=cen-tolerance_vals['cen'][0], max=cen+tolerance_vals['cen'][0]) \n",
+ "# params[prefix+'amplitude'].set(min=amp-tolerance_vals['amp'][0], max=amp+tolerance_vals['amp'][0])\n",
+ "# params[prefix+'sigma'].set(min=sigma-tolerance_vals['sigma'][0], max=sigma+tolerance_vals['sigma'][0])\n",
+ "# # params[prefix+'fwhm'].set(min=cen-tolerance_vals['fwhm'][0], max=cen+tolerance_vals['fwhm'][0])\n",
+ "# # params[prefix+'height'].set(min=0.1, max=amp+tolerance_vals['height'][0])\n",
+ "\n",
+ "\n",
+ "\n",
+ "# # Add the component and its name to the respective dict and list\n",
+ "# components[prefix] = peak\n",
+ "# component_names.append(prefix)\n",
+ "\n",
+ "# # Assign this peak to \"mod\". This variable will be appended iteratively\n",
+ "# # to create the overall model\n",
+ "# mod_0 = components[component_names[0]]\n",
+ "\n",
+ "# out_0 = mod_0.fit(data= y, x = x, method = 'lbfgsb')\n",
+ "\n",
+ "\n",
+ "\n",
+ "# # If there is more than one peak, the following for loop will exectute\n",
+ "# if len(x_peaks) > 1:\n",
+ "# # This for loop is identical to the process for defining and adding\n",
+ "# # components outlined above. It is now iterative.\n",
+ "# for i in np.arange(1 , len(x_peaks)):\n",
+ "\n",
+ "# # i suppose this is to continue where the first one left off\n",
+ "# sigma = first_vals.loc[i,'sigma']\n",
+ "# cen=first_vals.loc[i,'cen']\n",
+ "# amp = first_vals.loc[i,'amp']\n",
+ "\n",
+ "# prefix = 'Component' + '_' + str(x_peaks[i])\n",
+ "\n",
+ "# #not sure why it needs to be redifined\n",
+ "# peak = GaussianModel(prefix = prefix)\n",
+ "# params.update(peak.make_params(cen = cen, sigma = sigma, amp = amp))\n",
+ "\n",
+ "# params[prefix+'center'].set(min=cen-tolerance_vals['cen'][i], max=cen+tolerance_vals['cen'][i]) \n",
+ "# params[prefix+'amplitude'].set(min=amp-tolerance_vals['amp'][i], max=amp+tolerance_vals['amp'][i])\n",
+ "# params[prefix+'sigma'].set(min=sigma-tolerance_vals['sigma'][i], max=sigma+tolerance_vals['sigma'][i])\n",
+ "# # params[prefix+'fwhm'].set(min=cen-tolerance_vals['fwhm'][i], max=cen+tolerance_vals['fwhm'][i])\n",
+ "# # params[prefix+'height'].set(min=0, max=0.3989423*amp+tolerance_vals['height'][i])\n",
+ "\n",
+ "\n",
+ "\n",
+ "# components[prefix] = peak\n",
+ "# component_names.append(prefix)\n",
+ "# mod_0 += components[component_names[i]]\n",
+ "\n",
+ "# out_0 = mod_0.fit(data= y, x = x, method = 'least_squares') #lbfgsb, \n",
+ "# # out.plot(0)\n",
+ "# # plt.xlim(1.62,1.91)\n",
+ "# # plt.show()\n",
+ "\n",
+ "# # return out_0\n",
+ "\n",
+ "\n",
+ "# d = np.zeros((len(x_peaks),3))\n",
+ "# # Create a dataframe to store the best fit parameter values\n",
+ "# best_vals = pd.DataFrame(d ,columns = ['amplitude',\n",
+ "# 'center', \n",
+ "# 'sigma'])\n",
+ "# # Populate the dataframe with the best fit values\n",
+ "# for i in range(len(x_peaks)):\n",
+ "# best_vals.loc[i,'amplitude'] = out_0.best_values[component_names[i] + 'amplitude']\n",
+ "# best_vals.loc[i,'center'] = out_0.best_values[component_names[i] + 'center']\n",
+ "# best_vals.loc[i,'sigma'] = out_0.best_values[component_names[i] + 'sigma']\n",
+ " \n",
+ " \n",
+ " \n",
+ "# # result_0 = get_fit_parameters(x_test, y_test, x_peaks, first_vals)\n",
+ "\n",
+ "\n",
+ "\n",
+ "# ######\n",
+ "\n",
+ "\n",
+ "# def plot_components(x_fit, y_fit, best_vals, x_peaks, component_names):\n",
+ "\n",
+ "# # GM is the equation representing the gaussian Model. Given a set \n",
+ "# # of parameters and x-values, the y-vals are output as \"data\"\n",
+ "# def GM(amp, mu, sigma):\n",
+ "# data = []\n",
+ "# for x in x_fit:\n",
+ "# y = ((amp)/(sigma*np.sqrt(2*np.pi)))*(np.e**((-(x-mu)**2)/(2*sigma**2)))\n",
+ "# data.append(y)\n",
+ "# return data\n",
+ "\n",
+ "# # generateY uses GM to output dataframes containing the wavenumbers\n",
+ "# # and absorbances for each component as well as the sum of all\n",
+ "# # components (best-fit line) and stores them to a dictionary \"curves\"\n",
+ "# def generateY(x_fit, best_vals):\n",
+ "# # initiate the curves dict\n",
+ "# curves = {}\n",
+ "# # prepare data to initiate a dataframe\n",
+ "# d = {'Wavenumber':x_fit,\n",
+ "# 'Abs':0}\n",
+ "# # within the dict \"curves\", initiate the best_fit df. Each\n",
+ "# # component's absorbance will be added to this df, forming the best\n",
+ "# # fit line.\n",
+ "# curves['Best_Fit'] = pd.DataFrame(d , \n",
+ "# index = range(len(x_fit)), \n",
+ "# columns = ['Wavenumber', 'Abs'])\n",
+ "# # iteratively add each component to the dict \"curves\"\n",
+ "# for i in range(len(x_peaks)):\n",
+ "# amp = best_vals.loc[i,'amplitude']\n",
+ "# mu = best_vals.loc[i,'center']\n",
+ "# sigma = best_vals.loc[i,'sigma'] \n",
+ "# # add the component to curves using GM and best-fit parameters\n",
+ "# # to produce the absorbance values\n",
+ "# curves[component_names[i]] = pd.DataFrame(list(zip(x_fit,GM(amp, mu, sigma))),\n",
+ "# columns = ['Wavenumber', 'Abs'])\n",
+ "# # add the component to the best fit dataframe \n",
+ "# curves['Best_Fit']['Abs'] = curves['Best_Fit']['Abs'].add(curves[component_names[i]]['Abs'], fill_value = 0)\n",
+ "# return curves\n",
+ "\n",
+ "# # Define a function to calculate MSE, RMSE and nRMSE (normalized by the \n",
+ "# # interquartile range)\n",
+ "# def MSE_RMSE(y_fit, curves):\n",
+ "\n",
+ "# y_true = list(y_fit)\n",
+ "# y_pred = list(curves['Best_Fit']['Abs'])\n",
+ "# MSE = np.square(np.subtract(y_true,y_pred)).mean()\n",
+ "# RMSE = np.sqrt(MSE)\n",
+ "# IQR = stats.iqr(y_true, interpolation = 'midpoint')\n",
+ "# nRMSE = RMSE/IQR\n",
+ "\n",
+ "# return [['MSE', 'RMSE', 'nRMSE'],[MSE, RMSE, nRMSE]]\n",
+ "\n",
+ "# # call generateY to produce the dict. \"curves\"\n",
+ "# curves = generateY(x_fit, best_vals)\n",
+ "# # Call MSE_RMSE to generate fit scores\n",
+ "# errors = MSE_RMSE(y_fit, curves)\n",
+ "\n",
+ "# # initiate a figure to plot all the components onto\n",
+ "# plt.figure(figsize=(4.5,4)) \n",
+ "# plt.figure(dpi = 200)\n",
+ "# plt.xlabel(\"energy eV\", fontsize=12)\n",
+ "# plt.ylabel(\"Counts\", fontsize=12)\n",
+ " \n",
+ " \n",
+ "# # create a color scheme\n",
+ "# colors = plt.cm.jet(np.linspace(0,1,len(x_peaks)))\n",
+ " \n",
+ " \n",
+ "# # iteratively add all components to the plot\n",
+ "# for i in range(len(x_peaks)):\n",
+ "# plt.plot(curves[component_names[i]].loc[:,'Wavenumber'], \n",
+ "# curves[component_names[i]].loc[:,'Abs'], \n",
+ "# label = component_names[i],\n",
+ "# color = colors[i])\n",
+ "# # shade the area under the curve\n",
+ "# plt.fill_between(curves[component_names[i]].loc[:,'Wavenumber'], \n",
+ "# 0,\n",
+ "# curves[component_names[i]].loc[:,'Abs'],\n",
+ "# alpha=0.3,\n",
+ "# color = colors[i])\n",
+ "# # add the raw data to the plot\n",
+ "# plt.plot(x_fit, y_fit, linewidth=1, label='Raw Data', color = 'hotpink', alpha = 1)\n",
+ "# # add the best fit to the plot\n",
+ "# plt.plot(curves['Best_Fit']['Wavenumber'],curves['Best_Fit']['Abs'], '--', label='Best Fit', color = 'black', alpha=0.5)\n",
+ "# # plt.xlim(460,490)\n",
+ "# plt.legend(fontsize=5)\n",
+ "# # plt.title('d')\n",
+ "# plt.xticks(fontsize=12)\n",
+ "# plt.yticks(fontsize=12)\n",
+ "# plt.show()\n",
+ "# # create a dataframe and populate it with each component's amplitude\n",
+ "# amplitudes = pd.DataFrame(component_names ,columns = ['Components'])\n",
+ "# amplitudes[0] = best_vals['amplitude']\n",
+ "# # create a dataframe and populate it with each component's center\n",
+ "# centers = pd.DataFrame(component_names ,columns = ['Components'])\n",
+ "# centers[0] = best_vals['center']\n",
+ "# # create a dataframe and populate it with each component's sigma\n",
+ "# sigmas = pd.DataFrame(component_names ,columns = ['Components'])\n",
+ "# sigmas[0] = best_vals['sigma']\n",
+ "# # create a dataframe and populate it with each component's area\n",
+ "# areas = pd.DataFrame(component_names ,columns = ['Components'])\n",
+ "# # create a dataframe and populate it with each component's maximum\n",
+ "# maxima = pd.DataFrame(component_names ,columns = ['Components'])\n",
+ "# temp_areas = []\n",
+ "# temp_maxima = []\n",
+ "# for name in component_names:\n",
+ "# temp_areas.append(np.trapz(y = curves[name]['Abs'], \n",
+ "# x = curves[name]['Wavenumber']))\n",
+ "# temp_maxima.append(max(curves[name]['Abs']))\n",
+ "# areas[0] = temp_areas\n",
+ "# maxima[0] = temp_maxima\n",
+ "\n",
+ "\n",
+ "\n",
+ "# plot_components(x_fit = x, y_fit=y, best_vals= best_vals, x_peaks= x_peaks, component_names =component_names )\n",
+ "\n",
+ "\n",
+ "\n",
+ "\n",
+ "# # plt.plot(x, out_0.best_fit, color = 'red')\n",
+ "\n",
+ "# # # plt.plot(x, result_1.best_fit, color = 'black', linestyle='dotted')\n",
+ "# # plt.plot(x, y)\n",
+ "# # plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 359,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from frgtools.curveprocessing import gaussian\n",
+ "from scipy.optimize import curve_fit\n",
+ "\n",
+ "def fit_gaussian(x_ev, y, ev_guess = None, plot=False, adjust_baseline = False):\n",
+ " \n",
+ " fit_range = (x_ev[0], x_ev[-1])\n",
+ "# x_ev = 1240/x_nm\n",
+ " if adjust_baseline:\n",
+ " bl = np.mean(y[x_ev<500])\n",
+ " y = y-bl\n",
+ "\n",
+ " fit_mask = (x_ev>fit_range[0]) & (x_ev fwhm\n",
+ " 'ev': x_ev,\n",
+ " 'cps': gaussian(x_ev,*popt)\n",
+ " }\n",
+ " if plot:\n",
+ " plt.figure()\n",
+ " plt.scatter(x_ev,y, color='k', s=2)\n",
+ " plt.plot(x_ev, gaussian(x_ev, *popt), color='r')\n",
+ " except:\n",
+ " out = {\n",
+ " 'intensity': np.nan,\n",
+ " 'peakev': np.nan,\n",
+ " 'fwhm': np.nan,\n",
+ " 'ev': x_ev,\n",
+ " 'cps': y\n",
+ " }\n",
+ " print('error fitting PL')\n",
+ " return out"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 360,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "fitted = fit_gaussian(X_test, pdf_individual[:,1]) #can add this into a loop for processing many curves"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 361,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "check_fwhm = np.array([[fitted['peakev']-fitted['fwhm']/2, fitted['peakev']+fitted['fwhm']/2],[fitted['intensity']/2,fitted['intensity']/2]])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 362,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "image/png": {
+ "height": 432,
+ "width": 589
+ }
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# scaling the fitted data back into the same intensity as the original measurement\n",
+ "plt.plot(X_test, pdf/np.max(pdf)*np.max(Y), color='hotpink', linewidth=2.5)\n",
+ "\n",
+ "for n in range(0, pdf_individual.shape[1]):\n",
+ " plt.plot(X_test, pdf_individual[:,n]/np.max(pdf)*np.max(Y))\n",
+ " \n",
+ "plt.scatter(fitted['peakev'], fitted['intensity']/np.max(pdf)*np.max(Y), marker='+', color='k', linewidth=2)\n",
+ " \n",
+ "plt.xlim(X_test[0], X_test[-1])\n",
+ "plt.plot(check_fwhm[0], check_fwhm[1]/np.max(pdf)*np.max(Y), color='k', linestyle='--')\n",
+ "plt.xlabel('energy ev')\n",
+ "plt.ylabel('PL counts/s')\n",
+ "\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 119,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "from sklearn.mixture import GaussianMixture\n",
+ "\n",
+ "\n",
+ "class GaussianMixture1D:\n",
+ " \"\"\"\n",
+ " Simple class to work with 1D mixtures of Gaussians\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " means : array_like\n",
+ " means of component distributions (default = 0)\n",
+ " sigmas : array_like\n",
+ " standard deviations of component distributions (default = 1)\n",
+ " weights : array_like\n",
+ " weight of component distributions (default = 1)\n",
+ " \"\"\"\n",
+ " def __init__(self, means=0, sigmas=1, weights=1):\n",
+ " data = np.array([t for t in np.broadcast(means, sigmas, weights)])\n",
+ "\n",
+ " components = data.shape[0]\n",
+ " self._gmm = GaussianMixture(components, covariance_type='spherical')\n",
+ "\n",
+ " self._gmm.means_ = data[:, :1]\n",
+ " self._gmm.weights_ = data[:, 2] / data[:, 2].sum()\n",
+ " self._gmm.covariances_ = data[:, 1] ** 2\n",
+ "\n",
+ " self._gmm.precisions_cholesky_ = 1 / np.sqrt(self._gmm.covariances_)\n",
+ "\n",
+ " self._gmm.fit = None # disable fit method for safety\n",
+ "\n",
+ " def sample(self, size):\n",
+ " \"\"\"Random sample\"\"\"\n",
+ " return self._gmm.sample(size)\n",
+ "\n",
+ " def pdf(self, x):\n",
+ " \"\"\"Compute probability distribution\"\"\"\n",
+ "\n",
+ " if x.ndim == 1:\n",
+ " x = x[:, np.newaxis]\n",
+ " logprob = self._gmm.score_samples(x)\n",
+ " return np.exp(logprob)\n",
+ "\n",
+ " def pdf_individual(self, x):\n",
+ " \"\"\"Compute probability distribution of each component\"\"\"\n",
+ "\n",
+ " if x.ndim == 1:\n",
+ " x = x[:, np.newaxis]\n",
+ " logprob = self._gmm.score_samples(x)\n",
+ " responsibilities = self._gmm.predict_proba(x)\n",
+ " return responsibilities * np.exp(logprob[:, np.newaxis])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "gm = GaussianMixture1D()\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "test = gm.pdf_individual(X)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "test;"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "plt.plot(test)\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "results"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def get_data(fp, lower_bound, upper_bound):\n",
+ " \n",
+ " data = pd.read_csv(fp, header = None,skiprows=1)\n",
+ " # select out the desired data from the dataframe\n",
+ " x_vals = list(data.loc[:,0])\n",
+ " y_vals = list(data.loc[:,1])\n",
+ " \n",
+ " # create and populate a list containing rounded x-values\n",
+ " rounded_x = []\n",
+ " for i in range(len(x_vals)):\n",
+ " rounded_x.append(int(np.round(x_vals[i])))\n",
+ " \n",
+ " # since wavenumber does not increase by exactly 1, we need to map the \n",
+ " # desired bound to a rounded x-value and extract the index. If that \n",
+ " # value does not exist, the next closest value is taken.\n",
+ " if lower_bound in rounded_x == True:\n",
+ " x1_ind = rounded_x.index(lower_bound)\n",
+ " else:\n",
+ " x1_ind = rounded_x.index(lower_bound + 1)\n",
+ " \n",
+ " if upper_bound in rounded_x == True:\n",
+ " x2_ind = rounded_x.index(upper_bound)\n",
+ " else:\n",
+ " x2_ind = rounded_x.index(upper_bound - 1)\n",
+ " \n",
+ " # slice the desired data down to the specified range and store\n",
+ " if x2_ind > x1_ind:\n",
+ " x_fit = x_vals[x1_ind:x2_ind]\n",
+ " y_fit = y_vals[x1_ind:x2_ind]\n",
+ " else:\n",
+ " x_fit = x_vals[x2_ind:x1_ind]\n",
+ " y_fit = y_vals[x2_ind:x1_ind]\n",
+ " return x_fit, y_fit"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "curves = generateY(x_fit, best_vals)\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "params"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "out_0"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### rubber band fit"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "## import pandas as pd\n",
+ "import numpy as np\n",
+ "from scipy.spatial import ConvexHull\n",
+ "from natsort import natsorted\n",
+ "import os\n",
+ "\n",
+ "##############################################################################\n",
+ "################################ USER INPUTS #################################\n",
+ "##############################################################################\n",
+ "\n",
+ "args = {\n",
+ " # Path to raw data\n",
+ " 'folder' : 'Volumes/GoogleDrive/My Drive/z_Misc/demo_raman.csv',\n",
+ " # 'all' or 'All' will baseline the entire spectrum\n",
+ " # a list of two values low to high will baseline over that range\n",
+ " 'region' : 'all'\n",
+ "}\n",
+ "\n",
+ "##############################################################################\n",
+ "##############################################################################\n",
+ "##############################################################################\n",
+ "\n",
+ "def BaselineCorrect(args):\n",
+ " \n",
+ " # Define the function that computes the convex hull around the spectrum \n",
+ " def rubberband(x, y):\n",
+ " # Find the convex hull\n",
+ " v = ConvexHull(np.array(list(zip(x, y)))).vertices\n",
+ " # Rotate convex hull vertices until they start from the lowest one\n",
+ " v = np.roll(v, -v.argmin())\n",
+ " # Leave only the ascending part\n",
+ " v = v[:v.argmax()]\n",
+ " \n",
+ " # Create baseline using linear interpolation between vertices\n",
+ " return np.interp(x, x[v], y[v])\n",
+ " # make the folder that will contain the baselined data\n",
+ " new_folder = args['folder']+'_BLSub'\n",
+ " os.mkdir(new_folder)\n",
+ " # load files and sort by counter using natsorted()\n",
+ " files = os.listdir(args['folder'])\n",
+ " files = natsorted(files)\n",
+ " # iterate over the file names\n",
+ " for file in files:\n",
+ " # define your save and import file paths\n",
+ " import_path = args['folder'] +'/'+ file\n",
+ " file_save_name = file.replace('.','_')\n",
+ " file_save_name = file_save_name.replace('_txt','.txt')\n",
+ " save_path = new_folder + '/' + file_save_name\n",
+ " # load data and sort based on wavenumber\n",
+ " raw_data = pd.read_csv(import_path, header = None)\n",
+ " raw_data = raw_data.sort_values(0, ignore_index = True)\n",
+ " # if a baselining of the entire spectrum is desired, this will execute\n",
+ " if args['region'] == 'all' or args['region'] == 'All':\n",
+ " x = raw_data[0]\n",
+ " raw_y = raw_data[1]\n",
+ " # if you only want a specific region, this will execute\n",
+ " elif type(args['region']) == list:\n",
+ " # since wavenumber does not increase by exactly 1, we need to map the \n",
+ " # desired bound to a rounded x-value and extract the index. If that \n",
+ " # value does not exist, the next closest value is taken.\n",
+ " def get_data(raw_data, lower_bound, upper_bound): \n",
+ " #select out the desired data from the dataframe\n",
+ " x_vals = list(raw_data[0])\n",
+ " y_vals = list(raw_data[1]) \n",
+ " #create and populate a list containing rounded x-values\n",
+ " rounded_x = []\n",
+ " for i in range(len(x_vals)):\n",
+ " rounded_x.append(int(np.round(x_vals[i])))\n",
+ " # Find the index of the lower bound. Once it is found, break\n",
+ " for i in range(4):\n",
+ " if (lower_bound + i in rounded_x) == True:\n",
+ " x1_ind = rounded_x.index(lower_bound + i)\n",
+ " break\n",
+ " # Find the index of the upper bound. Once it is found, break\n",
+ " for i in range(4):\n",
+ " if (upper_bound - i in rounded_x) == True:\n",
+ " x2_ind = rounded_x.index(upper_bound - i)\n",
+ " break \n",
+ " # slice the desired data down to the specified range and store\n",
+ " x_fit = pd.Series(x_vals[x1_ind:x2_ind])\n",
+ " y_fit = pd.Series(y_vals[x1_ind:x2_ind])\n",
+ " return x_fit, y_fit\n",
+ " # Call the function\n",
+ " x, raw_y = get_data(raw_data, args['region'][0], args['region'][1]) \n",
+ " # Run the rubberband function and subtarct the baseline from the spectrum\n",
+ " fit_y = raw_y - rubberband(x, raw_y)\n",
+ " # Make the data into a dataframe and save it\n",
+ " export = pd.DataFrame(zip(x,fit_y))\n",
+ " export.to_csv(save_path, index = None, header = None)\n",
+ " # Call the function\n",
+ "BaselineCorrect(args)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 640,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "x = np.arange(0,70, 1)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 643,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "y = np.ones_like(x)*25"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 644,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "y[50:] = 230"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 645,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "array([ 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25,\n",
+ " 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25,\n",
+ " 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25,\n",
+ " 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 25, 230, 230,\n",
+ " 230, 230, 230, 230, 230, 230, 230, 230, 230, 230, 230, 230, 230,\n",
+ " 230, 230, 230, 230, 230])"
+ ]
+ },
+ "execution_count": 645,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 657,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "image/png": {
+ "height": 474,
+ "width": 616
+ }
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "plt.plot(x,y, linewidth=3)\n",
+ "\n",
+ "plt.ylabel('Temperature, ˚C', size=30)\n",
+ "\n",
+ "plt.xlabel('Anneal Time, Minutes', size=30)\n",
+ "\n",
+ "plt.xlim(x[0], x[-1])\n",
+ "\n",
+ "plt.ylim(0, 300)\n",
+ "\n",
+ "plt.xticks(size=15)\n",
+ "plt.yticks(size=15)\n",
+ "\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.7.9"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}