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authorjaseg <git-bigdata-wsl-arch@jaseg.de>2020-04-02 15:11:17 +0200
committerjaseg <git-bigdata-wsl-arch@jaseg.de>2020-04-02 15:11:17 +0200
commite104e5d2dc232731cc72404d4caa85a2ee11d412 (patch)
tree088f79edad6630f361d96805649d0421174c58d3 /lab-windows
parent7f0041bf104c882844003ad9caf58413581479f2 (diff)
downloadmaster-thesis-e104e5d2dc232731cc72404d4caa85a2ee11d412.tar.gz
master-thesis-e104e5d2dc232731cc72404d4caa85a2ee11d412.tar.bz2
master-thesis-e104e5d2dc232731cc72404d4caa85a2ee11d412.zip
thesis: Add freq measurement notebook
Diffstat (limited to 'lab-windows')
-rw-r--r--lab-windows/Phase Measurement Prototype.ipynb64
-rw-r--r--lab-windows/fig_out/mains_voltage_spectrum.eps11059
-rw-r--r--lab-windows/gps_clock_jitter_analysis.ipynb153
-rw-r--r--lab-windows/grid_freq_estimation.ipynb502
-rw-r--r--lab-windows/grid_scope.ipynb388
5 files changed, 3821 insertions, 8345 deletions
diff --git a/lab-windows/Phase Measurement Prototype.ipynb b/lab-windows/Phase Measurement Prototype.ipynb
index b462829..60d9e38 100644
--- a/lab-windows/Phase Measurement Prototype.ipynb
+++ b/lab-windows/Phase Measurement Prototype.ipynb
@@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "code",
- "execution_count": 1,
+ "execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
@@ -18,7 +18,7 @@
},
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
@@ -27,7 +27,7 @@
},
{
"cell_type": "code",
- "execution_count": 3,
+ "execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
@@ -63,7 +63,7 @@
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": 15,
"metadata": {},
"outputs": [],
"source": [
@@ -76,7 +76,7 @@
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": 16,
"metadata": {},
"outputs": [],
"source": [
@@ -99,7 +99,7 @@
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": 17,
"metadata": {},
"outputs": [
{
@@ -108,7 +108,7 @@
"(129, 470)"
]
},
- "execution_count": 6,
+ "execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
@@ -119,7 +119,7 @@
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": 18,
"metadata": {},
"outputs": [
{
@@ -128,7 +128,7 @@
"3.90625"
]
},
- "execution_count": 7,
+ "execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
@@ -139,13 +139,13 @@
},
{
"cell_type": "code",
- "execution_count": 8,
+ "execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
- "model_id": "c7a38939cb3a42cfbfe99fe7d603e11a",
+ "model_id": "96e3c06718434807813d909d3a1f4d0e",
"version_major": 2,
"version_minor": 0
},
@@ -174,13 +174,13 @@
},
{
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
- "model_id": "e6b769f15870407ba59cff627632d447",
+ "model_id": "af9cb4a349eb42c6b89d7951dabdd71e",
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"version_minor": 0
},
@@ -209,7 +209,7 @@
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": 21,
"metadata": {},
"outputs": [
{
@@ -239,7 +239,7 @@
" 492.1875 , 496.09375, 500. ])"
]
},
- "execution_count": 10,
+ "execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
@@ -250,13 +250,13 @@
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": 37,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
- "model_id": "db4021b95410428cb07f76edd932907c",
+ "model_id": "930f346b46d64489bdc790ec11ef9a69",
"version_major": 2,
"version_minor": 0
},
@@ -266,6 +266,36 @@
},
"metadata": {},
"output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "slice(12, 15, None)\n",
+ "slice(12, 15, None)\n",
+ "slice(12, 15, None)\n",
+ "slice(12, 15, None)\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/scipy/optimize/minpack.py:807: OptimizeWarning: Covariance of the parameters could not be estimated\n",
+ " warnings.warn('Covariance of the parameters could not be estimated',\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "slice(12, 15, None)\n",
+ "slice(12, 15, None)\n",
+ "slice(12, 15, None)\n",
+ "slice(12, 15, None)\n",
+ "slice(12, 15, None)\n",
+ "slice(12, 15, None)\n"
+ ]
}
],
"source": [
diff --git a/lab-windows/fig_out/mains_voltage_spectrum.eps b/lab-windows/fig_out/mains_voltage_spectrum.eps
index 4a06478..b153225 100644
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diff --git a/lab-windows/gps_clock_jitter_analysis.ipynb b/lab-windows/gps_clock_jitter_analysis.ipynb
new file mode 100644
index 0000000..fbd540a
--- /dev/null
+++ b/lab-windows/gps_clock_jitter_analysis.ipynb
@@ -0,0 +1,153 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import math\n",
+ "import sqlite3\n",
+ "import struct\n",
+ "import datetime\n",
+ "import scipy.fftpack\n",
+ "from scipy import signal as sig\n",
+ "from scipy import optimize as opt\n",
+ "\n",
+ "import matplotlib\n",
+ "from matplotlib import pyplot as plt\n",
+ "from matplotlib import patches\n",
+ "import numpy as np\n",
+ "from scipy import signal, optimize\n",
+ "from tqdm.notebook import tnrange, tqdm"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "%matplotlib widget"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "db = sqlite3.connect('data/waveform_1pps_debug.sqlite3')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Run 000: 2020-03-31 16:58:00 - 2020-03-31 16:58:36 ( 0:00:36.029, 36512sp)\n",
+ "Run 001: 2020-03-31 16:58:51 - 2020-03-31 17:05:19 ( 0:06:27.729, 392608sp)\n",
+ "Run 002: 2020-03-31 17:07:02 - 2020-03-31 17:41:34 ( 0:34:32.105, 37024sp)\n",
+ "Run 003: 2020-03-31 18:50:05 - 2020-03-31 18:50:43 ( 0:00:37.576, 38048sp)\n",
+ "Run 004: 2020-03-31 18:54:08 - 2020-03-31 19:14:32 ( 0:20:24.104, 1239424sp)\n"
+ ]
+ }
+ ],
+ "source": [
+ "for run_id, start, end, count in db.execute('SELECT run_id, MIN(rx_ts), MAX(rx_ts), COUNT(*) FROM measurements GROUP BY run_id'):\n",
+ " foo = lambda x: datetime.datetime.fromtimestamp(x/1000)\n",
+ " start, end = foo(start), foo(end)\n",
+ " print(f'Run {run_id:03d}: {start:%Y-%m-%d %H:%M:%S} - {end:%Y-%m-%d %H:%M:%S} ({str(end-start)[:-3]:>13}, {count*32:>9d}sp)')\n",
+ "last_run, n_records = run_id, count\n",
+ "sampling_rate = 1000.0"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "2712791d61b549ecb531f886d88e1d54",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "The PostScript backend does not support transparency; partially transparent artists will be rendered opaque.\n"
+ ]
+ }
+ ],
+ "source": [
+ "histogram = np.array(db.execute('SELECT gps_1pps, COUNT(*) FROM measurements WHERE gps_1pps != -1 AND run_id = ? GROUP BY gps_1pps', (last_run,)).fetchall())\n",
+ "hist_plot = histogram.astype(float)[1:-1]\n",
+ "hist_plot[:, 0] *= 2 / 5 * 2\n",
+ "hist_plot[:, 1] /= (1000 / 32)\n",
+ "\n",
+ "f_nom = 19.440e6\n",
+ "\n",
+ "font = {'family' : 'normal',\n",
+ " 'weight' : 'normal',\n",
+ " 'size' : 10}\n",
+ "matplotlib.rc('font', **font)\n",
+ "fig, ax = plt.subplots(figsize=(5, 4))\n",
+ "ax.grid()\n",
+ "# We have a bug that causes our measurements to occassionally be out by +/- 65534 counts. For now, fix this by simply throwing away these (very obviously invalid) bins.\n",
+ "ax.bar(hist_plot[:,0] - f_nom , hist_plot[:, 1])\n",
+ "\n",
+ "def gauss(x, *p):\n",
+ " A, mu, sigma = p\n",
+ " return A*np.exp(-(x-mu)**2/(2.*sigma**2))\n",
+ "\n",
+ "gauss_x = np.linspace(np.min(hist_plot[:,0]), np.max(hist_plot[:,0]), 10000)\n",
+ "coeff, var_matrix = opt.curve_fit(gauss, hist_plot[:,0], hist_plot[:,1], p0=[np.max(hist_plot[:,1]), np.mean(hist_plot[:,0]), 1])\n",
+ "hist_fit = gauss(gauss_x, *coeff)\n",
+ "ax.plot(gauss_x - f_nom, hist_fit, color='orange')\n",
+ "_A, mu, sigma = coeff\n",
+ "bbox_props = dict(fc='white', alpha=0.8, ec='none')\n",
+ "ax.annotate(f'σ² = {sigma**2 * 1e3:.1f} mHz ({sigma**2 / f_nom * 1e9:.2f} ppb)\\nμ = {mu-f_nom:+.1f} Hz ({(mu-f_nom)/f_nom * 1e6:+.2f} ppm)', xy=[0.6, 0.5], xycoords='figure fraction', bbox=bbox_props)\n",
+ "ax.set_xlabel('$f - f_{nom}$ [Hz]')\n",
+ "ax.set_ylabel('# observations')\n",
+ "\n",
+ "#ax.set_title('OCXO frequency derivation relative to GPS 1pps')\n",
+ "fig.savefig('fig_out/ocxo_freq_stability.eps', format='eps')"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "labenv",
+ "language": "python",
+ "name": "labenv"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.8.2"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/lab-windows/grid_freq_estimation.ipynb b/lab-windows/grid_freq_estimation.ipynb
new file mode 100644
index 0000000..d097a8b
--- /dev/null
+++ b/lab-windows/grid_freq_estimation.ipynb
@@ -0,0 +1,502 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Setup\n",
+ "## Import required packages"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import math\n",
+ "import sqlite3\n",
+ "import struct\n",
+ "import datetime\n",
+ "import scipy.fftpack\n",
+ "from scipy import signal as sig\n",
+ "\n",
+ "import matplotlib\n",
+ "from matplotlib import pyplot as plt\n",
+ "from matplotlib import patches\n",
+ "import numpy as np\n",
+ "from scipy import signal, optimize\n",
+ "from tqdm.notebook import tnrange, tqdm\n",
+ "from IPython.display import set_matplotlib_formats"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "%matplotlib inline\n",
+ "set_matplotlib_formats('png', 'pdf')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Load data series information from sqlite capture file\n",
+ "\n",
+ "One capture file may contain multiple runs/data series. Display a list of runs and their start/end time and sample count, then select the newest one in `last_run` variable."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "db = sqlite3.connect('data/waveform-raspi-ocxo-2.sqlite3')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Run 000: 2020-04-01 14:00:25 - 2020-04-01 15:09:31 ( 1:09:05.846, 4197664sp)\n",
+ "Run 001: 2020-04-02 11:56:41 - 2020-04-02 11:57:59 ( 0:01:18.544, 79552sp)\n",
+ "Run 002: 2020-04-02 12:03:51 - 2020-04-02 12:12:54 ( 0:09:03.033, 549792sp)\n"
+ ]
+ }
+ ],
+ "source": [
+ "for run_id, start, end, count in db.execute('SELECT run_id, MIN(rx_ts), MAX(rx_ts), COUNT(*) FROM measurements GROUP BY run_id'):\n",
+ " foo = lambda x: datetime.datetime.fromtimestamp(x/1000)\n",
+ " start, end = foo(start), foo(end)\n",
+ " print(f'Run {run_id:03d}: {start:%Y-%m-%d %H:%M:%S} - {end:%Y-%m-%d %H:%M:%S} ({str(end-start)[:-3]:>13}, {count*32:>9d}sp)')\n",
+ "last_run, n_records = run_id, count"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Setup analog parameters\n",
+ "\n",
+ "Setup parameters of analog capture hardware here. This is used to scale samples from ADC counts to analog voltages. Also setup sampling rate here. Nominal sampling rate is 1 ksps."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "sampling_rate = 1000.0 * 48.6 / 48\n",
+ "\n",
+ "par = lambda *rs: 1/sum(1/r for r in rs) # resistor parallel calculation\n",
+ "\n",
+ "# Note: These are for the first prototype only!\n",
+ "vmeas_source_impedance = 330e3\n",
+ "vmeas_source_scale = 0.5\n",
+ "\n",
+ "vcc = 15.0\n",
+ "vmeas_div_high = 27e3\n",
+ "vmeas_div_low = par(4.7e3, 10e3)\n",
+ "vmeas_div_voltage = vcc * vmeas_div_low / (vmeas_div_high + vmeas_div_low)\n",
+ "vmeas_div_impedance = par(vmeas_div_high, vmeas_div_low)\n",
+ "\n",
+ "#vmeas_overall_factor = vmeas_div_impedance / (vmeas_source_impedance + vmeas_div_impedance)\n",
+ "v0 = 1.5746\n",
+ "v100 = 2.004\n",
+ "vn100 = 1.1452\n",
+ "\n",
+ "adc_vcc = 3.3 # V\n",
+ "adc_fullscale = 4095\n",
+ "\n",
+ "adc_val_to_voltage_factor = 1/adc_fullscale * adc_vcc\n",
+ "\n",
+ "adc_count_to_vmeas = lambda x: (x*adc_val_to_voltage_factor - v0) / (v100-v0) * 100"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Load run data from sqlite3 capture file\n",
+ "\n",
+ "Load measurement data for the selected run and assemble a numpy array containing one continuous trace. "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "c73335ab0f9c46fdb25276ab31068baf",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "HBox(children=(FloatProgress(value=0.0, max=17181.0), HTML(value='')))"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "RMS voltage: 228.5564548966498\n"
+ ]
+ }
+ ],
+ "source": [
+ "limit = n_records\n",
+ "record_size = 32\n",
+ "skip_dropped_sections = False\n",
+ "\n",
+ "data = np.zeros(limit*record_size)\n",
+ "data[:] = np.nan\n",
+ "\n",
+ "last_seq = None\n",
+ "write_index = 0\n",
+ "for i, (seq, chunk) in tqdm(enumerate(db.execute(\n",
+ " 'SELECT seq, data FROM measurements WHERE run_id = ? ORDER BY rx_ts LIMIT ? OFFSET ?',\n",
+ " (last_run, limit, n_records-limit))), total=n_records):\n",
+ " \n",
+ " if last_seq is None or seq == (last_seq + 1)%0x10000:\n",
+ " last_seq = seq\n",
+ " idx = write_index if skip_dropped_sections else i\n",
+ " data[idx*record_size:(idx+1)*record_size] = np.frombuffer(chunk, dtype='<H')\n",
+ " write_index += 1\n",
+ " \n",
+ " elif seq > last_seq:\n",
+ " last_seq = seq\n",
+ " # nans = np.empty((record_size,))\n",
+ " # nans[:] = np.nan\n",
+ " # data = np.append(data, nans) FIXME\n",
+ " \n",
+ "data = (data * adc_val_to_voltage_factor - v0) / (v100-v0) * 100\n",
+ "\n",
+ "# https://stackoverflow.com/questions/6518811/interpolate-nan-values-in-a-numpy-array\n",
+ "nan_helper = lambda y: (np.isnan(y), lambda z: z.nonzero()[0])\n",
+ "\n",
+ "# data rarely may contain NaNs where the capture script failed to read and acknowledge capture buffers from the sensor board fast enough.\n",
+ "# For RMS calculation and overall FFT fill these NaNs with interpolated values from their neighbors.\n",
+ "data_not_nan = np.copy(data)\n",
+ "nans, x = nan_helper(data)\n",
+ "data_not_nan[nans]= np.interp(x(nans), x(~nans), data[~nans])\n",
+ "\n",
+ "print('RMS voltage:', np.sqrt(np.mean(np.square(data_not_nan))))"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Show a preview of loaded data"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "application/pdf": 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\n",
+ "image/png": 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kFDLEwzA4NkFHy+G9oWEYTEzYsxSnnHIKd999N8PDw1xzzTVcf/31/O7RFUwc2k8pV6JUktp08diGLK+ZE+HF59ZxcDStTe5d2/KcMwvahl+gWCzyh2W9dES9h3lGswZPbstw2fwEZ3eV+N+HNtA+8qKGJ4ZfPJflTfPCdI/vYDSZ4/HHH590xN3OO4D7t+c5sdW09UIaPPBIL20t3nWxeajE7oEcf3tChtnRAnctW8GrZ3kPsRYNyW0rMlx7bpxZBcHXXkzzyGOPE9GQAnT/S3lO7ZSsX/U0MYo83PsU89q926GNh4rMjRXI9z1P1Miy7MlV9M04rAu3728sa/CLlRm++sZWHhgpcP/TGxD9Uc/PC3DLxhynTAsxtH09baEiv314Ocd16Q2RI6U84v+AbuBx4I3AjqrrxwLPl79+HlhY9bOdwCwruUuXLpUVbD+YkG/65uNSSik37RuTb72pV+qAYRjy4m88Jjf2jUkppfz0HevlnWv7tMi++9k++fFfrJNSSvnNB1+Q/71sW83PH3/8cVdydw5OyIu+8ZiUUso71/bJf7pjvafnrKBUMuSSL/xB5golmckX5Sn/dr/M5ItaZH/m1xvk/z21S0op5Xce2Sa/8eBWLXI37x+Xb77RHAt/2HhAXv3ztVrkGoYhT/23B2Qik5eb9o3Jt3/riSn3uH1/b72pV245MC6llPLjt63TNt4e2TIgr7h5pZRSyoc3D8iP3bJai9xsoShP/uL9Mlsoyhf6E/ItN+qZe1JK+effeVKu3zsqc4WSPOkL98tCsWR5/3HHHSeXLl0q//zP/1xKKeXy5cvl0qVL5Re/+EUppZTf+c535NKlS+Uv77xbSinllVdeKU847QyZTKbk/v375dKlS+WXv/xlKaWUDz74oHzxxRfl+Pi4/OY3vymXLl065d/rX//6ya9vvfVWKaWUl/3138nXLl0qzzjrbBntnqNNF2//1hNy074xWSiW5InX/kEWS4YWuZ++Y7389Zq9Ukop/+w7y+X6vaNa5P7kyV3yc3c+J6WUcu9wSp7/tUe0yC2VDLn0K8vk3uGUlFLKk794v0znDtsht/NOSimvuf1Zefez5ny7+BuPyR2DE56etYJbnn5J/ts9m6SUUv7bPZvkT57cpUXu4y8clO/9/tOT35/x5QflSDKnRfbf/WyNvHfDfimllO/+7pNy3Z4RLXJ/+tSuSV18/LZ18nflv1GB2/f39I5D8n0/WCGlNNe9T/7yWU/PWUGuUJJnXv+QHBjPSCmlvPz7K+TKnUOu5QFrZQN/5qho3SGlHMN01s4HuoUQFVpqIVBJItqP6bxR/vk0zEIDJRxM5JjTZSZ4nzy3k76RDKmcd9p2NF1gJJXn1ceYO/XOeIQJTRToc33jnHnMNACmt0e1hej2jqQ5tpyIPbcrpi0MOprO0xGLEI2EiLeEOWlOJ8/v1xNuXrFzmItONhPDu1pbSGT0UO6bD4zzqnJi8/S2KCOadDySyhNrCdEZb+GY7latYdChZH6yWOHMhdPYckAPnf/k9iEuWGIm83bGI9p0vP1gkkUz24hFwszQOI7BLCxYOL2VaCTErI4o/Q7zUCKRCDNmzGDp0qWAybSBGQatoCUcQjI13LV06VLuuecepJRcc801RCJT2fRi0dRhOBzmnHPOIZ3OsO3FFxBAOCzQFVEslgx2D6c4cXYHkXCIznhEm573j2U4ptssNlk0s509wyktcvvHM5ww2yw06Yq3MKEpjPbCwAQdsfBkQda01hbGM3ps8s7BJCfO7gBgdmeMIU0huv7xLPOmxQE4aW4H2weTNr+hhoHxLMfPOlzM06lJz1JKnt0zytJF0wGY1hbVpuPdQykWl595dmdMWxh0MJFjTpep49Pmd7K1X4/d3DGYZE5njLll2aYPoC+9oYIj5qwJIWYLIbrLX7cCbwW2Yjpt7y3f9hHgd+Wv7y1/T/nnj5W9UCUcTGQnlRmNhFgyp4MXNSRbDidzzOqMTVLsnXF9jsSm/eOcsbDsrLW1aDO+faMZjp1hGt95XXFt+RGHkjlmdx6ueDxtfifbDno3OlJKBieyHDPdfOau1oi2nIDNBxKTztqM9ihjmnS8bzTDwvLzdre1UChJLU58oWSQyBSY0W7S99NaW7RtDjbtH580vl3xFm06fmFggtPmmzrubmthLF3AcJkDVo1krkimUGJmWRcLp7exb9SZU3z++efz8MMP8xd/8Rfcfvvtk8fTVT9euElq7L333sudd97J5s2bicfjzJzZuPoyHA7zla98hZNPPpnPfPHLpCfGJuVKKbUkZveNZpjVEZusTpzRHtWWt9Y/nmV+xVmb0aYtd3Y4mZ+svO6IR0jli1rGxeqXhjn/xMPvYlprC2MZ77owDMlLQ6lJ52d2Z4xDST2OxMB4hvllZ23JnA52DOopBBhO5ZnRftgmd8b12M7dw2likRALyuOiu7WF8bQee/HScJrjZ5mO9uzOGIMTetang4ksc8vr05I5HewZTpMrei/wGU7VrntdGm1yNY4kszYfeFwIsRFYAyyTUt4HfB74ZyHEDsyctJ+U7/8JMLN8/Z+Bf3XyxwYncpPOGuhbmIdT+cnFAkxHQseLKhmSrf0JXl3DrOkZAPtG0pO7zjldcQYTGncunYd1PK1Vz4KfzBWJhkPEIuZC1BnTtwvfciDBqxYcdohHUnp03DeaZmG3qWMhBAu6445Zn0YYSeXpbosSDh3eHOjSxWgqP2l0zHGsienoT3DqPNNZawmHaIuGtYyL/aMZFk5vm9woLZze6qjIAGDTpk1ce+217N+/n8svv5yTTjoJqGXE4rEorfH4lN9NJMydealkGvxQaKo5DYfD/Md//Advectb+OpXv8qdv72vprWPEEJLYvb2gxOcNKdj8vuZ7TGGk3oclIHx7KQjsWimPmdtKJVnZodpO8MhQWtLmKSGgouhZL6m7Ux3mx5Hoj+Rpas1Mtk2aFaHPtanmlkznTU9zNrIlPVJj714sWoDBpVNmJ7Nwe6h1GRrnzkambWDicM+QCwSZt60uOPNXSOMpPKTm2eoRCVeRs6alHKjlPJsKeWZUspXSylvKF/fJaU8V0q5REp5uZQyV76eLX+/pPxzR/X/BxNZ5nTW7jB0DNqpL0rPZBhN54m3hOkqG4bpbVFtVXTVYdCueISSIUlqCAkfmqjdYZi68D5oR1MFptcZHF2TYddQiiXlRa67zXTgHRC2TVHNrAEs6G7V0gLi0ESOWR21hmEip0cXI+k8M9qiZbn6dLxtMMkp86ociY6YFtanEgKtwHTWnOl4bGyMZcuWceONN9LS0sI//MM/ALC7z8y+eOc738mn/+mThMPukoVvuOEGLrnkEp5++mkymQyX/dk7OO7YYyZ/HhJCi563DyY5ae7hvm+6mLWhZI6u1gjxFvPz6wyDDidzzGqvtxd6bGd3Vc8vk1nzruNdhw6HQAFma3TWBhLZSQdzdkeMRLZIQQPjWr8+dWlK0xnP1Mo1Q83e312+aDAwnp1cn3SGQQ9OZCdToaASldDjA8ysc9ZeVmHQPzYGJw7Hq0GfYWhEM+tYPMfShZpGtXrDoIeZNSEE86bFteStDU5x1jQ5xOmpOxddeRfjmfyknqOREK0tYS1Mx74qHQMsmKYnb20o6Y+OiyWDiWyRrrIuOmNmWMpty4pqjKRyNQ2BTQZTh7OWqXPW2uhzyKxVsHz5crZs2cKFF17I8SeeyC23/5rNmzfzjne8g0g4TDrj7t2dccYZAFx44YV87Wtf48ffu5HzXnfO5M9DAi25PvtG0xxXNd5mdEQZSXlf5PaPZSZDXQBzu+LaQn9mGLR+XmuwnZla29mlKWetOgQK+hwJKU32cl55fRJC0BGLkNS2PuknE8bShQYOsfc53TeaZt60+GQT6jmdcY05a9ma6Jqu8TZS5wN0xVuY0EB+1OMVc9zUYFW8Gio7DA27uFSeGe1VhkFTztp4ncGZ3q6PWesbydQY9jmdMQ6OZ2t2jW5waCLHgm79DvFoOs/0tjpmTcMkyxRKhENikjWAw3r2eqLDvtEMbzplzuT387vj9I95d4gPTeSY3aGfjRjPFOiKRybDq6GQoD0WIZkretaFKfuwDF2sj8msHR7HszrV5fb393POOefUXPvwhz8MmA0uh0fSfOQjH5n82d98+jpOX9BFSAjuu+8+fvnLX06eYPDpT3+66d9597vfXfP91v4ES+Z00hI29SyE0OJIjGdqF89Z7VGGNei4fzzLgqqQos6N0nAq58smbDxdqLEX3a1RLexlPYOiK2dtJJWnNRquOQ2hkltWHVFwg9FGITod0Y50ge5qHbdFtRQ69Y3UbjrMnDX9YVDQl04znMpz2rzDrHZnvIWXhvSwz9V4xTBrBxP1zJo/XrUuueOZWiq/MxYhVzQ8d/nO5EtkCyWmV8me2xXnoIYkzvoCA126GE3la55Xm1Gvc4hBX9XtvtHMZEEElBNwNSwYQ8k8s6ZsOnQY3/yUhaFLUyg0kal1+HRVhNYza7oc16IhidTln4VDAh0N2kuGrOlxpYtZqx/LuhziA2MZ5ndPtZteUwUS2SLxSLhmo6QrbWIs0yAMqiFnLZE5zDxDuRpUg7PWX8WqVaBrLDfKp9JjO2t13K0p1Fy/6ZjRbjraXkPCUsomqVAafIBkIx8gCIO6QqWacM6UfCo9XvVMH2jmeuMrhJjMqfKCRLZAV2tLzdlluhJwBxPZOtYnoiWkOJKqdSQ6ohHSGkJ0jZy1GZrCzSOpfE3oT9dCNJSsz1nTZdQLk/lqh2V734Ub5XzIzvhhEn+6JtbH1EXdeNOwYBRLkki4tgI0HBIYHh0UQ0qEEFQXl4Y0Mms17GVHTIuOD4zVMmuxSBghBDmPm8bhZK4mBAr6FrmxdIHu1up8qog+HVfZC10FBtUFHBXoYsCGU7m6ULMmh7hex216NqOJbK1DHA4J0154LJZJZMwitfbYYTukzXY2SNN52Z1g8MdCIlukJVT/onQxa7VUvq62EuZkqGN92loYSedrGEKnSJTDXdXQZSQPJXM1CZy6eieNViW+Q1WILlv0dHhwfV4glHuteawIldJs01HtoOjS8VAyN9nTDyDeEqJkSPJFY8ph405Q7xCDnn52E7kirS1hIlUVkDPaoloYiYlssU7H9uNt0aJFtoenJ3PmRuBQ6XAoo5jKMSTTRMufI5fLkc06Y6NLhsTI5Dh06PBnnzF3gRZ7Uc9ezmyPMqxBx+OZAqfOrz2wvqvsFFezYk4xnDrctqOCzniLls3deLpQYxe626KMZ7wffZfI1jrEMztMJ0KWnXC3GEgcrgStQEeaTrpcWdsWPTxHuuIt7NYQoqvPWetu1VMNWm83K7LHM4UpOnKC+uIC0EsmVDvEZppOkLPmCocmsjXhOdDIrCXrq230vKixdIFpdUyHWRHqzbAnssXJ0vMKOuN6Er7NfKrDE6pLVzVousDp81trrlX6gHlx1pqGQT3qIlc0EEJMthoBfePNrAY9PJaFEJMbj/rFzwnqHWLQ8/4SjdjL9qiWHocT2WLN4qkSEl6+fLmt3K8/8AKd8QifeNOSyWsf+skq/u7CE7i43Ji5t7eXnp4eR8+7ad84n79rI/d/6sLJa//z+A7fwqBebQWYi+fUzZ1p4+Z0NfklBQwnczURCdAT0i+UDNKFEp1VG3Nd1aD1Oo5FwoRCgmzBqMk3cye3nmX0bi+Gk3lmtk91ULSwl3W60MasZWrnNOghVgYTuQY+QMSX1h26UlPq8YoIg47X5RoAdMT0te6o9qpjkRBSSs/N9ho7Et5DdJUwaDV0TIZc0cyF62rVzybVJ8mCngqv+rAG6Km6bcZe6mBQ6kN/pmzvhr0xs+Z959lIx91tehK+63fh7dEImYL7Q9crGGrgSOiYI2ZeYK0upmloQ9Mo1KyrMedEw82dd100Zta824tKoUyoKi9QnyNRqLFvoGdhrmeIQY+OzTk99d3psEPjDdqjjGe85zI22xx4HReJ7NT1VEfPuZIhzTy7Ktk6e19W4xXhrDWiVnUMWinllEpFk+nw/rLqBwDoMeyNDYP3cFeybNSrwwEdcbOa0OsENhvBNlowPE7gBg6xjgmcyE7dHeoKCY/VVXCaHiIAACAASURBVLqBHl2MpWurmkFPgYGp4wZzz+N4k1KSypfoqGJQqsPjXmDmU9U5Ehoqx8z+X7XvTsdRSMn81FBzl6YQz0SuUKNj0DPehpP5mtxLU653B3OsrkoRyjrWEqJrxPp4j6Q0dlC867i++M2Uqynyk6nVcywSJhIKkc57IymabQ68rtWmD1Bv37w7xGPpPJ3xSN3c09ejshqvEGfNn8VzotxZvz53o5LT4QVj6antI7TsMOoSkU25OiZDcYpRbwmHiIa9T+DRdANmTcNxSI3YS32GQf9OGZjCoOiSPZKa6gR2adBFfZ6PKdf7u0vlS8QioRojqUv2RHZquxIdOjYd7UYbMI8buwa5lxWW0etRVslGmzsNjutIKj91vGk4NaO+ShH0nQ06npmadqFjXDR2ULw7rvWtRkCPg5IrliiUDNrrQr/dbd7DzYmGtlPDWt2EpNCxAatfm6rziHXiFeOs+bLAJaeGjkzZmpi1tkahW++GoX4Xp8VxbaBj0LNDHE1PrVTUkYDbyFnTp4u6d6eBZSyWDHJFg7Y6I9kR875bbugQa2AZG+pYw6LcyCEG/zYeugz7VAfFn3B+KCRoj4Y9n0ziVxi04aKswQlsVJhVySP2OvfS+SIdUf0M2ETWH/ayPq/MlKthTqfNHLv6ogpdjmv9WNZRtNc4V9t7A/vh5NRc3+o8Yp14hThrUw2DeXBwydMEbrQDB30TrWHoz7PxnWrY9eRdNF88vciWUjLWIHyk48ipxsyaP6HmlvLZpikPLGMyV6Q9Gp5iJHW8v0Y5azpaYfirY3/mXnNmVIMj0TCE7d3xqQ81g6ZqXp8YCb+cwEY6jkZCREKCTMHb3OuI1ebCgR4HszFbrkPHU8OrOs6ubrQ2ga6N7tS5p0uuP7lwzXwA/RWhrxBnrUhHrFahOkJ0zRwULSG6dLNCAO+Jlr4YhtxUHVdkexm06XyJSCg0pS2FrmTkeqPjN+vjxVD66aCMpfNNGAmvOWsNQooajrKymns6xrIfqQImszZVrlf2q1FqA3h/f9lCCYkk1nDuecyza8Dw67BDjdikimwvuYyNQqCmXL/CoHoY4nq5rS1hiiVvIbpG7CXo2dz5VQ3aMJzv08YO9DjF9XhFOGuNdi7g/WU1d1C8s0nNGAk9YVD9TmCj8GpFthej0yy8qsORaNRnrVNTzpMfTlXzULOmoogGxRae86maheg8FgIkGoQqwfvcMwxJKlekPVYbataV2jDVcfVHLngPH5l2s6VhuMtzUn2uQIcPi2d9lWK1bC/P3MiJMOX6k0KiI82jkSMhhKDD4xwZa6JjHWkTfrHaTR1ijxWsTW29pqOsqnHEnDUhxLFCiMeFEFuEEJuFEJ8qX58hhFgmhNhe/n96+boQQnxHCLFDCLFRCPFa1b/ViE0CXUyH/sUzlS8RjYRq+nSZcvXswuufuS0aJl8yPB3p4RfTYZmbpKVSsVFIWD97Cd6dbetNh/edZ73zYx5IrD8MWpHt1Yn3Y/FMF0rE6yorQU+oOdnAsOtIRm7EXoL3Ku+mGyUti/JUXegqGmo8LrzZzkaFMhW5OsLYjQvgjs5N41iDDVhFrpf3VywZZAol2uvzAjU4Po2qmmORMOFynzzXcn3yLRrhSDJrReBfpJSnA+cBnxBCnA78K/ColPIk4NHy9wDvAE4q/7sK+L7qH2o+aL2F6JIWFKgXuY0qQUFPb7hGuhBC0OGR6Uhmi1N2yqDBIc4V6WgU4tGU/F5vdHT06mruSHgbF40SkU253nSRLefy1Fc162ix0ai/0aRsT86aXxswf3QMh/OeqlFhOrw4Eo3GMehwiJttwPzZHHTEI6RyRQwPcy+ZK/lih5ptOrzmEVeY3Kkso49FXx6dn2b2zevGvGleoLZQs/4NdDPfQkdUoh5HzFmTUvZLKZ8tfz0BbAWOAS4Dfla+7WfAe8pfXwb8XJp4BugWQsxX+VuNkgvB+yBoZHxNud4SqK0od689pMymuP6EhP0K/fkRXpVSNnQkQiFBWzTsMUTnF8tooWMPDJgVg6KF6fAh+d3K+HrbgPlX1dzMXnjdKFmGQT3YoUZVseCfIxEOCVpbwqTyXhb8Qs3pBRV43eg2aogL3ud0Kl8k3mIyPNXwM5/K87pnMS68jje/HJ+msr2Gxy3she7zQY+KnDUhxGLgbGAVMFdK2V/+0QAwt/z1MUBf1a/tK1+zhb85RPrlNgt36Wh0ac0y+sF0eN25+OP4ZAtTj4Sqlu09z05/yGTCp9zLZIOdfbVcLzkdjULN4F3HjUKK4F3HjUr8dcgFKz1704V1qPno2xw0Y3JN2R6dn1yp5gzoarleHWI/wqDNNh16UlOsNmHeHMxG49hrRKkZQ6yHWfOHsLFe9/Qya0f8bFAhRAdwF/BPUspEdTKrlFIKIRytFEKIqzDDpMydO5fe3l4GR9NseW4dwztqfdPkaI51G0foHN3m6tlffCnHcZ0henv7aq73HSzy0v4ivb2jruRuGCySTxfp7e2tuZ4rSsbTucnryWRyyj12GE1m2bj2GbZHandyRjbDk8+sZWimuzPudu7NMi07SG/mpZrrB/sKDKQNensHXMld21cgOW5M+ZwDKYODo1nHn7+CsaxBPDRVLkColOOxp1ayqMudLvoGMux6cZzeoRdq/+ahHM+ND3BMWUdO399zu/KkC9DbO1xzfcdoif2Dede6eGm8BIXGvx8Rkoce7SUecXdQ9VAizaZn17AvXjv30uM51mwYJXbohSa/aY2tO3PMawvR27u/5vq+/iI7Dxbp7R1xJXfjoSKFdGGKLoqGJJEp8PjjjyOEcPzupJRMZAqsW/U0LXUsSimb4alVaxma4W687d6fZXd4mN7x7TXXB/cXGMoY9LYccCV3zb4C6bHGc2/Qw9xL5CSxZnPPyPHYkytZ2OmORzhwKMO2LUmMA7W6HB/KsT41yJzUTld2c9O2PC0h6O0drLm+a6jE3n73c2//hEG41Pj342HJQ48+QUdU89wbM+defMjd3Nu2K8dxXQ3Wvcm5N9zkN62xdbiEkZ2qi1RBMpo6PN7cvL/xdJ71a1YSC9fqspjJ8PTqdYzvcucK7T2QZXfLCL1jtXPvkMe51whH1FkTQrRgOmq/kFLeXb58UAgxX0rZXw5zVmbHfuDYql9fWL5WAynlzcDNAOecc47s6emhuPxh3nzxBVPOVHwquYXZnTF6Lj7R1fPf1b+e1546h56zawm+6I4h1oxvp6fnfFdyx9bvZ1FpkJ6es2uuSykxHnuAN7zxIqKRkOPDpIslg/xDD/D2S3qm5AXctmcNJ556LD2vmufqmf9v12pe/9rF9Jw6p+b60Lp9PL1jiJ6e17iSu235TiKJHD09p9fKTeb4xrPLHR+mXcGOwSQzn1/b8Pfnv7iSU159MuedMNOV7G9ufJILX38mZyycVnN9Y2k7uWKJnp5TAeeHga/OvkB7LEJPz5Ka68ccnOD2Xetc66JlxxALDu6gp+e8KT/rXvEIZ73uPOZPa3UlO/foA7z9kotoq0sa7k1sZsGMNnreeLwrufce3MDZS2bRs3RhzXX54iBbnt5NT8+5ruQmNx5gUb6fnp6lU34WeewBzrvgIlqjYcfvLlsoEX7kYd56yZum/OzW3Ws48dTj6Dl9boPftMd3t67ggnNP5XWLZ9RcH1zbx6pdI/T0nOVK7q6nXqLUlaan51U1173OvZeGUszYuLrh78/b8jSnnnEa59R9FlV8ZV0vF52/lJPndtZcfzb/IkIIenpOdvzuAB4bf54TZrXTc0HteJ3eN8aD/c/T0/NGV8+7bs8Ic/u20tNzwZSfTV/1GGcufT3HzWxzJTvv09y7u8m653Xu5TYPcGyyj56e19VcLxmSf3zsfi666GJCIeH4/eWLBvLhB3nbJT1TKpt/vX8dx5+8gJ4zlTKqpuC7W1dwwetOnTJeB9f0sXq3+7nXCEeyGlQAPwG2SilvqvrRvcBHyl9/BPhd1fUPl6tCzwPGq8KlTSGl9K1qs1mBgVe5zajVSmdkt8nIzRI4wXuuz5HoLeal7LrZ84L348L8Os3BKofIS4hnoklxCFTOuXMnu1AyKJQkrQ3CXV6PsmqWK+I1+X0iW6SzQTse8BbSbxYChcrpFl5Dwvrb2zQfb6aO3c69ZjlPpmzvYdCmc8RDIYBZQNWg6MunsDt4C48XSgbFJnPPr1xtrxWszQoXwiFBWzRC0mUuY8XW1ztqYBZbeE3/8aOgpRGOZM7aBcCHgEuEEBvK/94JfB14qxBiO/CW8vcA9wO7gB3Aj4CPq/yRXNEgFGqcm+S1nLt5gYGOZP0mht1DMnIzxwc0TeCmC4b+RHKvZdfN5IL3fLhEg1MiwD8n3rsTaOG4eigyqCzKDY2k57YS/myUmlU1g7ec0WR2au+2CrwWGDSrYPVaYJDMNdZxLGKeouF+7jUfb14Ts63zLz1Wpfth6y3skBfZlQ1Y47nnMcc1W2yYF+h9k2u9gfaiC7/WPcsccM3VoEcsDCqlfApoFox/c4P7JfAJp38n0SSxEHQ1bG3WVkL/DgO87baaORGm3KOz2CLRZOcChx2J1qjzXB9rBsX9uJBS2lQUem9SWo/qZOSWsPP9l/V4c//Mlg5xa4RtB/UzYF7779k5Ep6YNQvGzo9CAB0bpeNndTT8WYXBdDP37Ngkt/bCMCTpfHFKny7Ac3uUZgnqWvpINmEZvbDE1uO4hR2DSVdywaIAzmM7pUTGhmXMFDim23k6RjOGuCLXD2e7q9X7uaP1OCqqQf2EtVftz4vyWkVnv2C4e2ZzMlgNWn9OGvDuuFo42y4XZjs2ya2OM4USkbBo6DR5d1wbGx2vffKsjJmXMKjZwqTx3PMcomvC+nid08107FV2Mldsuih7YfgNQ5rVeU3CUn6E88Gbg2mlCy8MSqWhcX0bDNDAuDZh7GKREBI5WeHqFHY69sQmNdkc6OqHVg8dvRMbtUepyHavC3/W01J5c9DRYHPgRzXoK8RZ079zMWU3Dj+0hENEwu4PDrbcCcTcG/aJJl24wdugtdrR6gnRWS34/lDj7p3A5nI9G0mfQibNwl3g7cgi28Xehz5r7dEwuWLJdcuDZINzQSvwpGOfwqDJfJG2aKSJg+I1n6o5q+2NcfWJvWwSngNTx977700dF2YesRenqrl986IL+3fnJS+wsZ69njtqtbnzpgsbW++BLW+PNssB937CTj1eAc5ac8PQ4WHQSiktk4a9LMzNDAN4H7TNWCpPz2uxYFTCD66TkS3y97xMNKu8QO/G18JIemlem2vubJuLkT8Ophf20ooVdbvpOFw01HzxdM8y+uNImL2p/rih5vZYhFS+5GnuWb0/f3KI/GEvu+IRkj4UW4B3B9OvnDXf0n+a2M5KAZyXsWyV/uNlXDRd9zxEUVQYOy89KuvxCnDW/AlrZArm+Z3NcoS8szP6HcwJm5w1L4t9Mx23hENEwyHSeS9hgiaOhE8TrSPmvvLIr3wcsK/a9JqM3AieQzFNdNHugSHOFgwiIUE00nzueTHsfumi2Rzp8MiWNxvH0UhIQxFOk7Hs4cgiax17ywtsxqx5nns2m0b378/GXvgl16Uu8kWDkiGJNZl73myynePqD5PrRxRFx7mj9XgFOGv+UKum8W0s15TtPkTX7Liiily3hsE+Z80LE9i8VsWrI2hVtemLQ+wx/8uSTXK526oULvixu7daiLyFQW0cYk8Oit3c02+AvRcYNA6D+uUQg/e0CV/Gm419c6uLVJNcKvBWYJArmuxkMwfFi+ParAUN+KdjL+k/FR03qjIFb7beat3zcuqCX6kpVmsIeD+ZpB6vAGfNnmZ2s3haLcrgrSLUrjrPy+LZTK5flUfgnukww11+lXM3X/ArB0q7QaLJsTTgLZcxWzAI+8QmWYUrvRQYWLJJXnRsM/c85aHYMPFuF4yUZTWot3fX7HnBG4PpV/K7dRGH93YVjWDmMhoUXeQyWrWgAQ1OlQ/jzTq86q04xGq8eduEFX2K/PiTmmKV6wvec+Lr8Qpx1ppTlSGXVKUVlQ/eQzFNB5cH1seOsfNmJK2ZDjeDNlc0EDTukQfeeoBZ5vpE/VngwL2ezepH/ToGa5bYk46btBoBaGsJkymUKBluNkoqRlK/I+i111PTprg+OVQV2W6c4pJhVjg2KhoC73lafmxGrZg1IQTt0bArPTdrmVOBF+fHr0Inq1Yx8ZYQUkpyReebRhVnLZVzl/KSyPi3PvkRErZd9zyewVqPV4SzZsmAuTQ6djtatx3aK4ULfuRe2Id4XMq1cC4rst0MWivnclKuD/kGfuUQgftFzm4ce61UtApX+pEXGAoJ2qMRUi5yA21Df75V53k8waBpGNRrgUFzXbgdy5XKykaVbuB+ToNdiM5jLpyFTXa9UbJgAk25XmynT5EDi/HmpYLVjqQwmVz9ESW/NkpeUlPsxoWXZ26EV4CzZrd4ukvitNrFTcp18aLS+RLRsHXhgqfwapM+NtWNVZ3LbR5GA/cGOJUrWRoGv5yq9ljYdYhOxZFws8hZGZyKXPfJyNZl/n6xPm71rGYknc+RfNGgaEjiLU2Spz0YX6swqJeKaTsnviPujolPWITnQINT9UcuMDgsW//c8xLusgtXeskts9OFm42unY5Nm+wmzcP8nXiD47HAv5zclvJa6yY1JWXhEIP+9h2vAGfNrhDA3QRONjmDrgK34QeVsIbrAgML1qDSWNW/nacLw5Bt3LutArc6BvuKW7dUvl8hOpUiDjc6NgxJplBq2NgRyjtlT8UWzeeeW9lKGzCXrEFn3Co3qcVDfkvzBb9yfFPORX8qO12Y7Tv0s5ddrf6wgR0e2o1YpY+ABztk0frBlOtuvFm1oDHlet0c6Hdck9nm7VHAfXGWXRTFWyGANZngVhdWGzDwtlY3wsvfWbNJAnTvSBRsdxjuFgx/FiJQDaW5c6qs2SS3urDe0XprY9LckYhFwkjc5XTYM2v+hN3dhqVS+SLxlnDTcJc3h9hmLLs0Zn7pWM0h9lJsYbEL97BRsguDenFcm8F7OkZj2ZFwiFgkRMpFqx+r4hBwv3iqzD03482+aMi/kHB71N28Npm15uO43QNJ0ay4ALzn5NrZC3csY8lSFx2xFte2sxFe/s6aAlPlyqvO24fo3LyohG2yvpfjplSS1P1iOpxPBtvdYcxdG5NsoYSkeSk+VIyO8wXDtlLRZZm/LdPhJdRsxxDn3YforJ7ZrY5VxpubCtZEtmC9U/YpDFqR7daRsLZvbkPNCptcFyyj1WknFbhd8O1Df14Y1z++3fRyGodauPLoYZOsigug4lD5lUfsLjXFbn3yYi8a4RXirOn32G2rYlwaXzua2e0u7jDlrr/lgV8JuKm8tcFxm/NUeXfNwl3gfudpFWoGD8yaDdPhthWG3TgOh8xqXDdNje1yfdwmI1v1pgL3joSfKQgq1ePuQsJ2bJK7DY1ahbeL8WZx2smkbLcMmEroz7Uu9Ns3qwba4O3M31SuZO2sxd2Hx/3II1ZZm/xk1tz6ANYOsbvq42Z4RThrfsSrzXwqazrY7c7Fmlp1l9ORKxogmidwgvt8KqsWDeBtAluFjrw4xFYGB9wn1vvWusMm4bs96s6o2xkc8KBnu1Cay2Rkq/M7wVvY3UrHsUiIkiFdMx3N8gKhwvC7dTCt2Et3C4ZfvRPtnEtwz6zZhkFdpyD4k5Nrp2NTtrf8y2Zodzn37JLqPYVBrcZxNOKq1U+xZJArGpZrtduohH0bk5dRGFQI8VMhxKAQ4vmqazOEEMuEENvL/08vXxdCiO8IIXYIITYKIV6r8jfsup17oYP9oJntFs9KTodTpiNh0RC3Ai+OhGVFmoewhl0Y1O0kswrDgHtn26rxMHhM7LWR6z6sYeOsuUgVMAxpMqM+hLtsizhc9jeyk1thOpw+s5TSdhPmtppXpW2OK8ZOpR1PpuB402iXFwhlB9MlE29dtenWXtglqLt8dwq6cBvtUFqfXDso+sP5dgUGoZBwVZCUypVoj4atoyguIzS2OnbJ5DbDkWbWbgEurbv2r8CjUsqTgEfL3wO8Azip/O8q4Pt2wqU0mzs2K8UHc8FwE+JRqTxyR1/7s3gmMtYMI3jrAWYX7nKTm2Q3GeItIYoumA4VHbt31nwMNftQ9afErLlwUNKFEvHy+XjN4E3HVvl77sMaVnLB3SYsnS8Ri4SJNGnHA+6bXdvNES/VoFabjkpDcacVrCpskpfecHYMmCsHJetPSxCTybUfb07Xp0pD4zaLKIrbNI8J28iPeybXjkzocnF8k11aClTmiB8Ngt1tOprhiDprUsrlwEjd5cuAn5W//hnwnqrrP5cmngG6hRDzreSXpKTDohQfPIQrbfOpXLJJeetcA3DnVKlR7l4qx2xaNLhiGa2T3ytdyZ3q2e7dgbvE7EpDY9t+aK6YDrsWDWFXzR3twhrgbvG0cyLAW6jZOm/GQ/NTFdbHB124DdHZMXZuw112FZDgblzY5cJV5LrdeNgVy7hz4q3tkJ9hUDfrSCpfpNWiwhvcM2AphfCq696JPqxPKuyl68hP/o8bBrX+FEcGc6WU/eWvB4C55a+PAfqq7ttXvtZfdQ0hxFWYzBuz585nkSzS29vb9I/t3V9g11CJ3t5hRw954FCGFzdvpLS/saFMFSSjqazl326ELdvyxCPQ2zvQ9B6Zz/DEytXMi2SU5T8/VKKQyVvef+hAnkRO0hve7+iZRxJpNq1bzZ5YY+Owb8JgcNS5LrbvzmF0h+gt7W16TwsllvU+xew29X3H6v4i6YT1uJgYybFu4wgdI9uU5WaLkoiQPP3k8qb37BousW/AfA/JZFJZJ3sPZHkpOkqvxfNIKVn2WC/RcHMjXY9n9xQYTxqWz5FNZnlm3QYK+9TNRX/SIGxYj7cDewsMpAzLsd4Ig6Nptj73LGM7G7/zTFEykc45Hm+bt+Vpa7Gee6VshidXrmF+i/rcU9HFyME8ySHoLexx9MyJTJ71q1YSizR+5ztGSxwYtP7bDX9vT5bWVJje/O6m94SNAo8tf5o5Dubeqv4iWZu5Nz6cY/2mIaaP73DwxDCezrF+zUpam+hiz2CR3fuLJDus/3499h/MsOOFcaKHXmj4cyklhaLBI489TsTCQarH+pcKjGUNentHm96TTmRZvT6BGFCfeyNZgxZhPaf37Suwc9Sgt/eQslwwdbF9ywShga0Nfz6UMRged27rX9yZY0Y8RG/vgab3GLkMy59Zw8Ko+tx7caSEkbMe/wP78iQLOF73RicybFi3il3Rxu98b6LEwLBzO9QMR6OzNgkppRRCOKIKpJQ3AzcDvOrMs+Xs7k56ei5sen9u8wAvre2jp+d1jp7tK+t6ufj8pZw0t7Phz4slg3987AEuvvhiS2avHo+NP88Js9rpueD4pvf8ZOcqTjr9BOSBzfT09CjJzT4/wML0Pnp6zml6z/7WPTy/f5yenjOVn1dKSXbZA7ztkouaFi/0jaT53+dXKj9rBXfuf5alr55Hz1kLmt4zc/0TnPHaszl1Xpey3P7VexlpGaWn56ym9zwxsZljulvpufAEZbkHE1mmrXrK8nNO7xvjwf7n6el5I729vco6+e/NT/OGc09n6aLpTe/pWv4wS1//BmZ2xJSfeUvvDtozBXp6Tmt6z+8ObmDxkln0LF2oLHfjvjFmv7TJcu4dWtvHyp3D9PS8RlkuQPHJZbz54jcwpzPe8OclQ5J79H4uuuhiS3ahHstGN3HqvE56zl/c9J6f7FzFya9yNvee6xtjzkvmO2+GrexkLJ23fA/1KJYMSg89wNve3NPUxsztT/Cb3Rvo6blIWS7ArbvXcO7Zx9Fz+tym98zcsJxXveYsXrVgmrLc/av2MB6ztjEr01vpbovS03OistySIck/dD9vv6Sn6TuP7Rxm5eg2OjpyjmzRjZue4oJzX81Zx3Y3vafzyYd57esvYEZ7VFnus4VtzAF6ek5ues8fDj3HokXT6Tn3OGW5OwYnmLF5neVnTG48wMDGfnp6lirLBfj6huW88bzm73wsneeGVY87tvUPDG3krOO6LT/nrbvXcOKpx9EyuFVZfnHLQRYm9lqu732x3bwwMEFPzxmOnjm/7AHe9qbm697e4TQ/3PKMY100w5HOWWuEg5XwZvn/wfL1/cCxVfctLF9ripKUvuVH2JVGm4UAYcfHWKjkELnJvVDK04o6D5lUDlu3qjL1UmyhFIpxoQu1PC3n786vXDi7LuoV2U6fOWVTpWjKdR76UynicBsGtcv1CYcE8UiYtMO5Z5cLB+5CJnahSnDXVqJig6w2g94qsfWPN7u8ssNyXaQ2RJufZQreOtX7lZqiMqedzz3rsK1buaZs67lXyf9yXHiikprioj2RXfoIuBtv+aKBIa17dbptj9IMR6Ozdi/wkfLXHwF+V3X9w+Wq0POA8apwaUMYhlRLLnTZPkCp5YEPTpWb3AuVPC03g1YlJ8DtBFbL9XFeiaXqVDmdaKlckTabRdn9eZj2ibIdMef9xeySp025znt12TXbBXcLRrF8fq1V0VBFtlM92xUNVeQ6ndMTNhV04G4DlrTJmQEPzpqiLtzZC/1FHOY4tp57XfEWV3391DaNzvMkVSpj3RQYpFQ2Sh4q9K303BIOEXFReGI+s53tdDculOa0m02ubT68uzziZjjSrTt+CawEThFC7BNCfAz4OvBWIcR24C3l7wHuB3YBO4AfAR+3k6/GrIUdL8pSml24lZwql7tlK7hJUk8qOhLOE4abHwJeQTQSIuzi7EO7o03AndFRZdbc6FilJYi7rv32Cbju2EDrkzjAHQOmzl66KcW3NpKmbJdj2QfnR3VRdrwBU9BxZYHzZaPko47dzGlbuZ6YNbsiHOebMJUNv1uHWE2uM1uhUkAF7myn0lh2UUyWyNpvlEyHWL+tj0XChFye+dsIRzRnx7/epQAAIABJREFUTUp5RZMfvbnBvRL4hBP5hoEvlHulFN+qLQG4MzqqYdCJXBGsx2ANVMJdbgetnY7hsCNoFS5tJNuutN1NT6ZkrsRxM/1xJFRCzWmHxzdVSvFVdp5+LHLt0TAD41lHcicUnTXHjo8CQwz+sj6pXBHUh3GZ1bYLgzpnL1VsRTQSIlxmOpzMPRUHpTKWnUCVsXPsBObsq0wr7KWU6obTMCSZQkltE+ZmwVdwiPeNOp/TfqT/VJyOWETNDs3uVM+dVQ3dpnJFUE8LVNKFWxZeZd2rVN06mXvNcDSGQbWhJKUCm+QuN0llwXCbT+VLGFSBsfMrB6UiO+2Carbf0boJ0dm3q3Dr+Njp2M3xTZXxZs8muWBylXJFnJegq+rYHWNnb/jcjGXVkH7SqYOiuLt3w0bY6RjcHd9k15YA3IWPVBxit+1R7HTREg4RCQvyDoiOdKFE3KYNBrjTRTrvwEFxAJXNgdu5p+SguJ7XKg6m8zWkzW6TG3Xbjsd+7rltPtwIL2tnzZDSlk1qawk7ZjqSikbSr8XILWOnVmDg0w7DlS7sHUw3oQ2VnA43jo+qE+/UADthL92wSf6E81UThl3kiiiONz/miJtGlyq5cG6S31XGMTjPsyuWDPJFg1YbNsCNjlX7PTp+d4qbxo5YC5mCuq1XGccAHS6azKq8vzYXRV9q4VXTVjhe92zeHbhtHK3mYDqf0z6RFA5sva7zQV/ezpohbRUaCYeIOjy+KaU4aN3k+ignvzvexalPYGdy7SeDKdtZmCBXLNlW24D7XBH/8mZUdlvOdnLKC4aLJoyqTK5fm4N0vojh4Lw/FQcenI+3w0dC+cB05OyTp93ZCntmBpwvnqm8Wl6gO12oskkOGTvFOdIVj5B28MjqGyW/NgcuUlOy9ikvbvKpVPK0wN064mfRly/speLcc8NqN8PL21mT9jlr4HwxMg9xV8/TUoWUUukEA1e5PrmSfUi4fFiuk8XTrx1Gqpz4bh/6cxEG9clxVXWqnC5G6s6aP3S+m27njkLCDlpsKI83h6GNXNEgJARR282BC6ZDsWu/00IA9XHhdO75Pd70M/ypXJFOxbmXKznVsf4NWEW2H9XjqmSCU9kqhTJgpk040YUqk+vXaTXtUbPI0OncU85ZC8Kg9jCkPbMGzs8GUw/9ORu0uaJBOCRosThDECrnmerfYYRCgtYWZ4unEzbJyURTDfG4OSxXKbzqJj9CIQcFXDquqmF3V20l9If+VBkwp72TVFgqcL5bdpKD4rzXk72OI+EQLWFBtuCQ6fBLxwq6aHMR+lOp8HZbcavqoDgZyupskj/sjNuNuR8baPVcbYeRg3yJNmUm103ahPV4q0TXnMw9VSY3CIMqomRItWRkh0YnlXcQBnVgGZxVVurvvWPKdm7Y21TkOtSxukPsUxg0HnHck0lVF46ZXFW5Dpswmi1oVBxXd5WKKkyH8xCdEyOpPkechPOPlsRsv3JnnYT+XNkhxbCUo3wqxXHREYuQdcSsOdmAqesiXzQoKaR5uHdQ/Bpv+m29o2R9Fw6x6vrklH32K1e7GV7Wzpoqs+Z80Coadoe0rXKlm8sdrdpEc7YrUs2bcWrM1JNZW1yeYGCt59aWMPmiQbHklOlQZH0cOFXODIO6jrMFg4gCk+tXGBSct15RXTw7YmHSPjkoruaeEuvjZpHzgelQZUUdMvyqbTCikRAhh41Vk1m1zUFbNELGwetzEmp2wxD7khfowHF14giqFMqA89Cfo/QR31pL+TP33J7S0giWf00I8c8KMlJSyh9qeRrNMAyU2KQ2F7F7tXi1s+76zil39X5Bzloe+LFgOGeT/HC0VRcMIYTpFOdLTGtV29OoO1Xm4ql6oqJKKT6Ud4cOWrqoGrK2ljDZQomSIW17C1bL9iOs6MywpxzJtSvxh+rxZv8MFZj2QvH9+TVHHDL8qo62k3eXKaj1p4TDelbtT+Ukdzab9Ccn13F0RnXDX86nUj1jekJ1vLlyMNXG24Ex9b6MzqvdHax7jph4Z3Nk4fRW2/v+mK07Pgt0AJ0W//5Fy5P4gJKUPuUQOViUnRhJ5fJzN32T/AnzKDsSLgyDWi6c8+dtVeibBO5yy9QYV38cV6chE1XGJxQSZn6SEzZQcTFyE4pRd+L1Fy64OZ/QXIzsFxg3jqtfrIEvVaaKOgbnjqATm+wsDKrq+PjDXpq5jM7yqVIOxpsjMkE5L9DpeLPfPIO7E1qcFIj4tWn8ozBrwK1SyhusbhBCtGt5Eh9ghkEVXlTU+SJ3bHubvdxYi+MFTmUAxFtCFA1JSbFqs1AyKBn2+RFQDm04rFRU3RU56cTtpMDADyNZke1PP7SyI6G4QUznSral+OCcclfVMRwOV3bZVDVWoHLmqCnXzUZJf/K7ani1rSVsVkz70J/KrwXfKdPhbAPm1CFWY8qc5kmqHMcG5jMf9CsM6sDWq24OKrKTuSKtCswv+FcsM5Ercky3IpvkeMNvr4vWlvBkSycV5Irm2LQ7cQGch1hVbb3T1h2/XtPX9Gd2q/dNdsKllJ9TfpI/MlT6rIHz6krVxF6nsXvV/C8hBG3RMFlFO6maHwFu8qn8YZPUja+zw3JVJ5kp2x+j41dI2C+DA25YH/UeYE7DR8q5cD7slCsV06o+Sqkcdm9TCOe5KwRQZZ+dhcf9KUZSY1CgwnQ42DQ6YHKzRSeOtnpOrvN2PGrOl1M9+5mn5RfjqjKOzXUvolzNm3awMXcVlVBk4p34AP0Wx/rZ/bUNQojngV8Cd0kpx5T/6lEACUps0i1f+DBjg/18RcE5ABhJ5fl5NMznbAxw0ZAMp/Is+qbaGWnpfIl80eC+L9izFwOJLH/zfWiLx23vLRmSQ8kci/7P/t6xdIFfRkJ8Mhpm0aJFLF++3PJ+R4bBUeNhNSMZi4Qnk5FV8lucGEl31LiDkHCHbrkuwu6KY95J/qVqpRu4CVc6CZnoD9tCOe9JccFP5U3HRyXs7jTMo8z6ODwpQjnE4zCfyulGyY884vZYRHmTCz73slNmtdVlq/bqBOeFJ0e6UMaUrR7GVt10gJtiQH+ac1vda/fXjgHeAnwA+JoQ4hlMx+13UsqM8hMcIYSFUDIi44f6ae2azuxp9s4MQFKkmN4Rs62MKZQkY8YEs2d3KckdSuZoKRnMnmZPNY8aE3TGYca0Ttt7swWDBClmz7a/tzieJRIWzO6IsWfPHtv7/WKTUvkiM9rVTux1kozsyEhG/Wy9op9N6nQYOlKVC87yLys7cJW555T1STtgGZ2eSqLsxMcjZBQrFVWdCPAv4bvdYW5SKldiRrv9BrPSnypTUGuPoHKkUAVOn9kJA+aIWXOQoO4H+wXONo2qFd5gPvNQMqckF9S7IPjVXQEq709t7qmG8yty/Wkc7ewYOatnsPxrUsoS8BDwkBAiCrwD03H7byHEo1LKv1Z+Ck0QQlwKfBsIAz+WUn692b0qu9myTEc5KIaUKMwFwiHzFAVVlAxJuMkCd91113HaaachhGDv3r18+BOfxSjWVruFw2Guu+46Tj31VMLhMH/4wx+45ZZbMKTkrT0XctO/X0coFOK3v/0tP/vZzwA455xz+Kd/+idaWlrYunUr13z2i5RKDhc5pSalDituc0WOnWGfFwiHK25mddgvMI6MpIMcMNUu3OAmDKpmzCq5jIWSoWSsVcNo4OyZnTIow6m80r0V2X70ZErmSkptCSqys0W1Rc5JnpabMKjKM3e6ciQUn7lcwarirDnK03JchFNQbPWjnj4CDnIkyxXThiGV1h3Vvn5g5l+qbjyc2rfdw+oV08lswZ/eiQ420E7mnhPGzk0bE6WcNRd5xM2g3GdNSpkHtgBbgQRwmvITaIIQIgz8D6bTeDpwhRDi9Gb3K/pqhMDREUslQxJSYA1Cjp1Amsq96aab+OAHP8gVV1zBwMAAV3/0r6c4gm95y1uIRqN84AMf4Morr+Qv//IvmT9/PgjBf/37l/jkJz/J5Zdfztvf/naOP/54hBBcf/31fOELX+D9738//f39vO8vL3PkYDpJcna0ECn2TXIq24mRdOKgpAtqXbjBXX6Lk1xG1Wd2ZiTVw6DOEsmd7TyVWx74lI8DpoOiuuCboSO1ogwnDIqTcFd7zJ++VxXZqgVJqqkN4Ky4x8lGycx5cnjclMIcqeQyqoa83BQYqMCpg+IkBUE99Od8Y65qL5zkaquyreAy39eHkLDVPLX9a0KIYzHZtCuAdsww6LullC8oP4E+nAvskFLuKj/bHcBlmE7kFKg4VKYcs83H/Pnz+e53v8umTZs488wz2bJlC7///e+5+uqrmT59Otdddx2bN28mHm/lK//f9Zx80hIikQg333wzTzzxBPPnz+eGG26gtdUMY37jG99g84GnOPu1r+Ufrr6asbExTjzxRLZu3cp111035TkMKQmFGvvPqdThHVAsFgMJkqlGJx6PEw6HicfjFAoFUqkUr37Vq9i9Zy/79+8H4OGHH+biiy9mdHSUYrHI3r17AVi1ahVXfvgj3Pqru5T0VjIkuWJJqT+VuwRc/cbMiZF0wnQ4Shh20S3byc4zmSvS3WYfQnaUs+bAADtxfJwfhaS2YExWbSoyHU4dlIzigu9k0+GkN1y2oHY0HbipznMWlnIyR1QYOOdyzedVDbs7O27KeZJ6p4JzrsrYmXLV554j++bXqTIu2CQnhU7K+aIO8wL3jqSV7jUMSVaxaMhNj8NmsJzpQogVwFPAHODvpZSnSCmvP0KOGpg5dNW1rfvK1xpCtYGnEAKjHAZfuHAht912G+9973tZvHgxl156KR/72Mf49re/zUc/+lEAPvuP/8DatWv4yEc+wtVXX80nP/lJ4vE4IyMjfOITn+DKK6/k2muv5TOf+QwhYb7cU045hRtvvJHLL7+cY445hrPOOguAq6++mosuuggw7wtbPPKXvvQlHnroIRYvXsxPb/3FFAbskUceIZvN8uCDD3Lfffdx2223kUgkmD1nDgf6BybvGxwcZM6cOYyNjREOhzntNJMkffOb38z8efOUW4Kk8kWHbJI/uy0nFTdOjKSTnafjHlKOW7o4CVeqhkycMR2qOnbqEPtRweqG6VAdF51x9QXDKcuoOt6SOWfMsx8nZpiynTkS6nNPPUdyIqcWnoNKgYH+A7vBOQPmh+PqZFw4DbtPZAvKRV9wuHWGHZxEO5wUiKRyRdqUN9AONqMOenVW5p5qtwKreSqshAghLgKelE4OafMRQoj3ApdKKf+u/P2HgNdLKa+puucq4CqA01piS1ecfqqt3Fdv2UKXiLD4+OP4wX33cdmZZwLwlR/9iBWPPMIDv/oVxyxezI133MEHzjuPW598kng8Ppnb1TV9Op9497s51N/P52+6iVPOPBPDMDhuyRKWTp/F+RdfyN9//nP8v3e9C4AvfPvbbFi5kvvvuKPmOfIlM8/NymELhUJ8/qab2Lh2Hb/7+c+JVA2Ys847j/dddRVfvuoqOqdP56fLlnHNe97DyWe9hgve9jb+/RMfB+DPrriCV7/udfznP/8zZ557Lp/66leJxmKsfPRRLrz0HfzVuecRDcNQscim05tGmSkYsCdhsKTbfncvgRdHSpwyI4yKC/1SwmBem6A1Yn/3gaRBe1QwLWp/76GMRACzWu3vHc1KcoZkXpv958sUJQfTksVd9vcWDXgpUeKETjPP0A7bR0scPy2MQnEluxMGcxX11p8yaI0IumP29w5nJSUD5rTZ35vISybykmM67B84XZQMKurN6RjaPmawuCtEi4Le9k4YzIwL2lvsJQ+kDFpCkpmt9u9uLCdJFyUL2u0fYqIgGctKju20vzdfgr4JgxP9mHvjBvM7BHErQ1RG34TB9LigQ0Fvg2mTDZwZV5h7OUm2KJmvoLdcCfYnDU6Ypjj3xkucNF1tEd8+VuL4Lv1z70DKoE1x7jmxWcmCZFRxDGWLkv6U5HgFvTkdQ9tGS5zQHUZBFY7GkJO5N5KV5BXt90ReMp6XLFSwWU7WPYAXR0uc1B1WSsvaOW5wzu5N66SU59T/zM6dPVVKadm7QQhxlZTyZvvH0IL9wLFV3y8sX5tE+VluBjijtV12d3fbCg0JU+nhcJhCPj+5gEqgVCgQDps9yiKRSPnrEJ//0IfYs317jZyrrr2W0aEhPviGNxAKhXh6aAghIBQOUSjLAZCGQUs0OnWhNkqEQyHCIcF377mHGXPmsHX9ev79mmtqblt2991c+alP8buf31oj450f+ADPPPooUkoSIyNsXLWKV59zDvv39jFv4cLJe+cdeyxDAwOEw2E2r1vHVZdeCsDrL7mERUtOAmHqImQYWOkvUygRSU1Y3lOj59ERuqZNa1pEUQ0xMUb3tE6lPJSRYop4NEx3l0JrklKaWCREt0Llb2EiRylToLvbvseGyBSIFjJ0d9tX/pYMya7xUcLhkJLujNERZkyfphTWj2UStLa30t1qH4oZzCXpaI/S3WEfMs0msqTzJbq77Xtg5ydyFISa3qL5EoeyamOoaEjCY6NMVxxvLRNjdHSqjaF9qXG6OtuVEvbHjTTFfE7pmTPjWSiq6U1kCiQUx1AqV6Qlk6K7W+3QMjE6wrRpamOIxBjdXV3EFbzcwXySeKvaGBoppmhXnKfFZI5iWm0MTWSLRHNquihJyc7xEWWbZYyOMH26ms2KZhK0tbcyTWnuTdDZEaNboeI9TYaCIenuti+4KiZzxKWa3jKFEv0ZtblXkhIx6mDuJcbo6FAbQ/vTCbo62+jSPPdSYxkiinoTmQITY2pzz+m6F/n/2TvzMKnKK/9/3tq6eqe7aXYEREDEFcElspQbGqNxskzcoslMRmNWo7+ZRAeXGDWbY+ISE2NWY4hrJm5REYECXFhlEQSkAdmhF3qr7trr/v64VdVV3XXrvneLkKnzPDwPfevW6dvvfZdzvud7zulsp6qmBp9MVmJnu7Yena/eKoRoLfK5AG4ibRz9A2QVMEEIMQ7VSLsSuFrr5raRYyEY1FWaOuYYdiX9jD/2WCgrg0mT1A9qamDkSPXn4cOhrIzEhIm8+vYKrrj1Vn76058CMGnSJLZu3UrV2LEcOnQIZeJELrnsMjweDweHjSE6bCRUVvbprauDYcP6fk7LvuYQIweVU+5z861bb+37YNIkRo0axd69ewGYdc01bNl/iENDR3FMTlmQQ9Eo0y67jFfXrsXv93PiOefwl7//nXcPHea+449nxLnn0tzczJyrr+b222+HSZOoq6ujvb0dr9fLl+bO5bHHf8u+Icdw3JAqaGkpOn5b93Rw54sbeembM3THGODr9y7g1ZtmMqRaf7P+j3vf5NVvz6BcYmN/+tXN1Ff6uHH2eN17f/X8Bk49ZhBXnXGM7r1rNh7gr+/t4zfXDXByBsjyTQd5bvVefvsl/XtdisKV//0qv51TwXnnnlv03ngyxdV3vE7TfZ9UyZU68tCTa/j0qSO45KThuvfe9/uVfPkTYzn3+CG69767di/BrS08dOVpuve+tGwH+zrC3HXZFN17D7f38rXH3uWd287XvfdQR5hv/+od3pW4F+D2R5bxw8+cxMmj9DfVm3+2hF9cPZVJw/TL27y0cBtbt+/kFzfM0b33uYXbiCaS/NdF+gj/7r2d3Pq/G/j7t2fq3vv+jjZ+9saHPHvj2br3Anz9ngXMv3mWVMb0v//gDd68ZTZ+iXt/Z2A9PfjUWs47fgj/cpomcyUr6zcfYt6K3fz+y9N1712ztZnfvbWTJ79ypu69LkXhytteZdt9n8Sjc3gaXXs/e2IVX5g2mjlThunee8/vVvCVGeMITNJfewuX72LLgS7u+8xJuve+sWI3G/Z28OPPnax7b3d3hOsfWsbq2y/Uvfdwd5SvP7iUNXfo3wtw24NL+dkXTuWEEfrGz/97cCn/86+ncOJIfWP7hTe30bRzJ49cr7/2/vz6FqrKPHzj3ON0791p4CzbuqeDO17YyMvfkjv3/ut/gjx+3TT1TNWRa+98He75ZMHP9Iy1JcBlOvcs0H0Cm0RRlIQQ4puo5UTcwO8VRdmkdb9s6Q4XQjoDMpVS+OlDv+TXP/0+Tz/9NEII9u/fz80338xzzz3HT3/6Uz71qU/x7rvv0tvbq5sR+tWvfpXNmzezdOlSkkphMrQQgrvvvpvKykqEEHz44Yf81+13owCzZs1i8uTJ/PrXv+bZZ5/lrrvu4plnnkEIwcsvv0xTUxPxeII77/khjzzyCG63m5deeokdO3YAcO211zJz5kxcLhfPP/88q1avJikbX4/KNb/OSDbJQP88NJ5gIMunMlRbzGuQVC83FkYqcRvpPgFmkiLsJyMbyvozUE/LyPOCsUQOoxXljZCcZZI9VL0GM3kln1fVrb4/GWPNSEs2I1xUI/uFkQxWI/NNCIHfoyZR1JYXN9Yyz2tk7clyA41lHxudF84kZskmI4HBfchQQWo3UQNrb2i1XEF6IwWCjbw7kF8jyXTigpbo1Vn7N+kn+geJoiivAq/K3DtMApUB1WlKKQoHDhzgiiuuyF6/++67s//PfJZUFGKxGD/84Q8H6NmzZw9XXXVV9udHHnkElwveXbmKLRvXZ69nEDmAX//619n/pzRKgiiKwle+8pW8a+HeGCkFli5dmu0yEA6HuTUXkcvoVWDZsrf43OdWDvjs4Ycf5uGHH87+7BJCuoyJ4UkreeAbyTIFddPZ3SOXyWM0C8sJwyejW4bobKRuEhgjZhutySRbYiMUjdMgYRRA30YmUwXfSOJCn25n6lOFJXnZ3dEEo4zUCzTwvEbHQmYuxxIpUpLdJ8BYWyij7c3kDQk54ntGytyCnmhCN1xpdO1VGnh/Rg1iWb3dBp653OsmlkiRSKZ0UcZQRD6zEoyVPTI6FkbK5jjhdBhde7JzOZOwpyXSddb+2UW2JppexmZ/cRswflIKUsV2QUUNpdFADcSukBgp5GukAj7IL+BMmxBZj9ZwHSKDZTBkxEiKP2TQGf37emNJKhzw4sDJw1Me6fC6XXjcLiJx/arkRgxtkB8LIzXLIF0+QDKj0JhzYOzdyRbxBXmjKuN0yK69CiNokiFUW16v0bXn9yDVC9qIEQHOFY42ZvjI6xVCSDs0RpE1w6idEWNNElkz0hu0wifv2Bndh2QdXT20vGSspUUtsaF/X0qRK4ib1esSyGaKG9HtEqJAlbXCIlvEN6NXtpCv0U2yQrJkhVGUylhZiaT0pmM0xGPU85TZdAx7cX4PIQOhGGMlQZwJE0h7nlG5tkZ9euWQ0WhCvmYZGDsw1HZTckVxK3xuoomkVOkco/NNdi6bQ5MkC0c7FF4NRYwZruVuIYVUGUYvjVAFYsZCwkbCq4ZRHwndRkqCgHxUIp5MkUwpUokIkO5AIYlqG3EOKn1ueiVLbJgZY5l5oae3ZKylxSWEFFcrmZLnwoE8smbcCETaqJJtj5XVLWmwmYndy2ySRvk4RrxwQ1wRA2E0I7XQQL4KvmEvzmD4Qb6RuzOeMshztZwKu8u2TMuIkQPDSFgqw2WUGWcjBY1B3qgyOo+N11kzwGU0EHY3iqzJzzcjSK4ztAmjY2yGy6gnxg0UOb5vbzRpjBfok0e1jdT1y+1zqydG1jTIO6N6EYmiv1EIcUu/SwrQCrylKMpOiec8KmTMmDE0b/yQttYwXp0YZ28sSSyRoiUpV2m8J5ognlJwx4p710lFIdUbpaVFru9ZPKkQC0VoadHvqxjpjtKR9NEjGb9N9UZoaYkwbuzYovcZRpMkD08jLXog3fTZQFFcI6GYjLelt5mYMVxlquAbRlAkm89HE0kUlGwBSz0xdng6kwhg2CAu89Aj0VPReLjLS9hQGNS44arPp0oyYpAcJxfk156ZJA4nkiIyfW6l+FTRJGMajBhrQhLJdYanFU0kURSkeYGGnEbD4XG5dd1tOAwqZ7iGDCQXQGbflLvXFMoY1S9WbDhyIOno6s03vd9YKG9vLDBXCPF9RVGeLvD5USdLly7lC4+9y80XTuTs8Q1F7/3N0h0c7Ipwx6XaxWJz5W9r97JkawsP6pQ8aGoOccOfVrPoPwNSene39fLZXwRZfdcluvee8+NFPHX9WRzTIEd0Dty/mN99eTrjG4unGoeiCUYOKpfSCUZDMfKHspFmuUa8e7dLUOZxS1XYNn7guyXDoPL8L8hsDPYbKOVeN/FkSqpJvNGwlCEuo8HN92BXREqvUYNKFlkzk0XniFFlk3ffX2RRg1RKyfbPlREhRDoLMkmtTlFTo/w9v1sOWTMTEpbjBcq3x4IMn8qAo+SAgamG842NRWtIH3gwM4/lM7GTJqgC+tUKeqJJGirlEqjACLJWfCz0skHvLnRdCFEPvAn8UxhrIB+K6TaFGsgTe2WlQvKwB5VM6wQ03mt4Y5fztpzyaBNpfoSsRwt9Y6H3bsxs7JFu/fuMtEwBg/wIA2MshMjq1itFYTTxRJaT0xNNUOUAT8tMoowxzpq87moDG/uRsPZkDZTeeBK/xy3dAhD6+FS1FcVRRqPP7PcIh0J/cmVojIfz3dmWRfoZ00YTnRyiIJR5+KhNP/oUMkhBqCxzEzUQBjV0phqJ/Bh1Gjv1nUY9VNQUZ01RlMMg1XXiqBEjB4YRoqWKdMSl9BrlaUkTLU1kKkplCMUSjmQqGvXuZWsy9RjkR4B6yMluwE4c+GYMH9nD3ggaAUYSAYzPZSfQQFkOkZkyGJEkUmRkp9AZc3qdGQs5x86Y3oxumXVtlL+nhkEl5puBDGEw6hzIrw8jfCpzPGL750W1NMJvZt/Uv09RFBP7kAGHxhHOmgPZoEKIcwHtvghHocg2wHbyRRmqFeRxkUKti1RMjNZNAmPojNFSCrIL2GiauEyzXKP8CDB6yBkbC9miuEbQJFkystHNF+S5F92RBNWSGZBw9CUYeN0u3ALdciOxRIqEgUw3MJAIYCoMKoGAGVzTssk9RqnIXdYtAAAgAElEQVQNYMyQMDIvjIVBjaE+TiB2YMxRMrJ3VhvY3wxlgzrEkSz3uomn1ChJMYklUwiBNCcX1PkmU9LFzF7veBhUCPE+DKgQUQ/sB67Tf8yjR2QP5W4TqIGUEWgQQRFC4HerIU6fRzssZbRuEqglBKRLbDjBjzC4gN0ugd+rzy0zs0kayqIzGD6SyWoyzo/wOuIpgxzSEU+aM1BkEQkjIWHpEJ1BxA7UjMJQNEF5ESMvY1waQ3KdC8XIjbGZMJr9qCio6IwTY2EkwWCIZAV8MJb1Z2SvgLQhIcGnMpqpKG1IOJR9bDSKItuBwsx8k3VojM63asnSUnqOud5vvLTfzwrQpiiKXCrkUSRGPFpD5GnJgnhGuQbQt+kU4xAZ5QSAwU3HoVCMUQQs88zFnseMgVItjbiaSTDQv8/JMhhGPGWQmxcZlMq4gSKzSZooUiqN+hhce+kq+I1FDnMzeislaxE6GQY1orfCJ5cxbZT4DvLojNF17XcjPcaOhEENOvwglzEdN8nJlSrY6lABdKN8apDrQGEUSABjGdNOFAjWc8yLvlVFUXb1+7f7n9FQA/n+a06hSUZDPJCpF1T8kDO6yMDYpmPYkJBG7IwbmHqbjpkxdvKQky7dYTD80BtP6tb2C0WMb5IyWbfmDBQDCQYOGa5Gx0IGnTE7Fk7wAmX5e0bXXm7GtK5eE2FQGb6o4WxQj5CmvBhHL+0vtgtyc9m8oyRHbXCiXIWZsZCpk2d6H5I0qj6OgtSlorhpkT0wuiPGY+yxZEo3xt4diRtGOvxu/QPDLBwsFT4y4W1Jc1AM1FkDdXPQXcAGNxyQOzyNVuGGTMsi/ftCUWOhP5dLUOHVN4pNHRgSnqeRQrtZvUYMFIOOklRYw4RDU54OgxbVa9ADB6O1CJ1BGZ1w7sw4jTL8y1giRcogmuSXeHdgfO8s87jU3tE6PGLTTqPEmjYTkXCmjIkBHqpBBKzcLXTrJxrNogdjCUlGw6DSWcJ2Z4P+M0q1bP8ugyR1tSq5Pq/DKCcA5DwMMxuDEZK6sUnrlc/uMrjQZAxBo4UdVb36C7gnmjCcZSpbL8g8Gqi3mSWNh0El1ojRavIgP9+Mrr0KR1Ft/fIP5g2f4u8umlA/N0qedgJNAtk1YoybBHIOmBlObiaErSdGEwz6asMV1y1Tt7G/yPCpzDpKdhgS/cVI6O9IQdaqJDi5iqIYXtcyekF/vygZa2kxMrmMLojqMv3+a92RBNUG0SSZTcdM+KHCp+/FJZIpYomUYTTJCX4EyHEvug0Wa83o1UcNjB9ElZJ18npjxsnI6lwuXi7GHNIhEwY1MRbSXJGkoblc4XUTkei1abTnKKi8J92xiDjFCzR+wDl5eMo5B2aTe3ScXJP0EScybkF2jRh/ZpmsTXOOkjNFccu9bjUbWieiZDSzEuQoCKb2TYnQbTSRwi0EPgNIrmzPXz3n4GMx1oQQ/yqE2CSESAkhpvX77DYhRJMQYqsQ4qKc6xenrzUJIW61+5mMoT4mJoGeIWHSu5fZGMwd9npcOHUxGPFoZeFgMwe+TDFRM6FmaVK9Cb2yYVBzodviyo2G80FuYze1PgyEx408s5GQsFEkV4b35BRvxmw437GSLpIGijm9xZ0Oo1wqgHKPkKa8GHWgZcKVZjm5emeIKUdJAtVWFCWd7W4QZSzTb/dmZu8skyi9YiqZzO/VPZ/MUBtUxNX6OfJxIWsbgc8CS3MvCiFOAK4EpgAXA78UQriFEG7gUeCTwAnAVel7bRMZ1CeWSJE0WLMMMoen3qYTp8ZEGFSO2OsAmmRmkXlcKIqSDeMU0+1EyCRkYvOVMlBMjrFsGNSo5ynzzGbH2AnDVQaZMZPpBnLzwij3EqDcjT56aWos9EOKZozACq+biETiiZl5oVJIJMbCoIGiIq76CVRGD081m1AuEcAJJF7loZqhIMiMsfF3J4NSlXncuj1a+4tTKKMMBaHHhANWLWEDmNmPQXbvLI4GfizGmqIomxVF2Vrgo8uBpxVFiaYbxTcBZ6T/NSmKskNRlBhqm6vL7XwmmUlrpm4SyCFVZix2mQQDcxuOZOaRwUkrhJBCMEMmUB8Zknq3CV6gdIjH4EFU7VcbEusV8jVfL8gJLqMzYSlp58AgLxDS3rIEImGubI4+emmcIylH1jc6xi6XoFwCZTSzrqv9+rX9TIXdZbKPTSBrMmHQZEqhN2ac/C4VlTBlEDuD+sjsFWac0YxuvbncZZL+IzPGRg1itR5acYPYTKQK5I34oykbdCSwJ+fnvelrWtdtkxq/ly6JF2V0kYEchG0GzpchWpqB8qslCqtaGQs578X4Jql/KDvTYskMF67M40agciC0xCySW1Xmlgq7mwpLObBGnPLAM7plEAmnEgyMht2lDk8TzkxGtxOhW7k1bSLBwIYDrpD4XKoxFi/CpwpFE1T4PLgM9DIFWUfXXIFg50oT6c8Jo/tbRrcMNcVoRKlcKsHABJVGwrEzM49Bf430tcfS1m38t0qKEOJNYFiBj+YqivKig7/3BuAGgKFDhxIMBqW+l0wphCIJFi1ejEvDe9/TnYJERFpnRkLtUdZsOEzl4UJgoiqHu3t5/71V7C6T3xxcyRhbd+wiGDyoec/WHVGOqXERDO7RvKe/HOxJ0dxe/O/8oC1JrDdmeCxEIkLw7eWMrS3svWf4EWuWv6X5HgrJgd1x9vekio7Frv0RdvgOEzz8obTeDw8n2ddc/O9ctTdOT0fK8Fj4PQqvL1rCoLLCxlgoplDmUliyZIkhvV1tUdZGW2nobtK851BbmK0b1xHdI4+iNEmMxeamGNVeCAYPSOsNJxS6eqNF9e7tTiGSxe8pJIneCG+vfI/undpb3eGuXja8t4r9RSqi9xeRjLLtoz0Eg82a92z7KEqy1kUwuFtab0tvirbO4mtv5YEEvV0Jw2PhSsZYtOwdRlQV/jszB8bq5W/jMWCktDfH2NAGwdhHmvfs2h9hp7uNYOc2ab07OpIcaC0+39bsidPdaWzt9fT04HMJ3li0hEpv4b+zLZzCJ5Lm9vr17VS0ae/1+1vCfLgphLJffu3tOphg54EEwaB2l8f3t8eIJSEYbJHWm0q/88WLF2ui1js6kygx43t9vDfMOyvfo2uH9t/Z1tXLxrWr2OeXX3uuZIwt2z8qusd8uDPK8EoXweBeab1t4RStOmtvXXOCaI/xtaeOxRrNfSiWVACFd95aWvBzcNBYUxTlAhNf2weMzvl5VPoaRa73/72PA48DTJs2TQkEAtK/vDz4Omd8Yqam5bz6o8MM3bOZQOAcaZ0AS7o3MbKugsCMcZr3RN98jYvOm4XfK7+Al+5dgOIbQiBwiuY9z+9/j9NPGErgVHkgsjUU5SdrllBs7KKbDjKqZy+BwDTNewrJsK3vMvHECXxi/OCCn/fGEpQtepPzzj3XkN62NXvpaWolEDhV856HPnibc844gdPH1Enrbdzfyd92rycQmKV5T9OyHVAbJhCYYuiZK5e+yslTz+DYxqqCn+9t72XQmneLvodC8m54M7XlXgKB4zTvEasWM/ucMxg3uFJa7+B9nbywZwOBwEzNe95of5/Jw2sInDVGWm8qpRBb+CqzZs3WRDLMrr1n961h3MThBE4ZoXlPPDifC2bPKNoJpL8s3/8m3RX1BAJTNe95bv97TJ0yrOjv7i+He2LcuypY9J0fXLmbw94OAoGTpfUCDNn4FlNOOZFTRg8q+Hk4lsS76A0uOM/Y2vuAJjrDcQKByZr3/Grru5x5uva6LySjmrv58/Y1Rcdi29IduDojBALyFOZgMMigyiSnTj+LkYPKC96z5WAXg7esJRCYLa0XINi1iRH1xff6+95bwsyzT+P4YTXSej3bWlm3pIlA4CzNe2TWfSEpX6yee1qojq+plWGHthEInG1I71N7VnPc8SMJnDhc857owteYc+4sQ0jjsr0LUHyNRff6l5rXceqxDQSmjda8p790ReLctXxR0fnWtX4/2+IHi677QvL0njWMP34EgZMKj0VbKErNO0uL/u4jLQz6EnClEKJMCDEOmACsBFYBE4QQ44QQPtQkhJfs/uV6RFmzsXu9MGg0kUQxEe6SCcWYCdFlIPdifCozPC1Vd3HOmtkQj0wNMDNjIROiM8O7ADUrrdgzmwmXgFpYVSZzzFwHA/2QotHQnyvT2zWuHY7pjpob4+qy4qENmfBDIZGq9WSiXmAmjFZs7VnZh4qNRXc0TlWZiTGWCR8Z7J0LBng+JkN0xXSboaWAXLKFGWqKzP5mZu2BxFhEE6bmhV45pXgyRTypUGHwHNHbN8FkVnq6dVqxEhtmQs2gXxFCpoTJx1W64zNCiL3A2cDfhRDzARRF2QQ8C3wAvA58Q1GUpKIoCeCbwHxgM/Bs+l5bRW8zs8KbKUbszUwso+RpmR533ZG44Y2hzOPG5RJE4tqcDjMHHOhzL8yUUQDJOkQOGWtmeBegci/0xsIpYm8oGjdXEsSB5BDQb3Zshqyf1VvEwIwmUnjcLrwGM93KpTPSjK89IYpzGU2vER1DojuSMDWPayRKE5mtDSfHsTM+Fnp8KjP7Jshxy1TdZsjv9o8xpM+9ImNhxunI6JUxiI2eexVe4YhB7HIJKnRKbJg993THWCJxwbEwaDFRFOVvwN80PrsPuK/A9VeBV518Lj0P0YpV/VFbr+bnZiYWyHkYZtAkUDfg7kiccg2vxyyapJd1a6boMMhljnVHjBsomTlRrFG12TEu94iihoS1NHHtQy6R9mjLDYTcQf7wNPPM1ekEn2G1/sJ6TRSYBX1EwqwDpmYU2k/Whz5jW4sS0RMt3kBeS2p09jczXVRALonDVJZwGulIpRTN8Li6JxemERTXXTwRwOyarvZ7aWoOaX6eTCmE40nDWabVZR66JPZ6c85d8bEwUx5F1Vu8zpoZoxX0nVxQUWJz7089R7SaxJt1DvQMV5nEhSMtDPqxin4Y1LznUuxFmd3UKzzOeBiQOTzt38z0NnYrqdHFjLXMJmlUt8/jwusWhIuF6Ex64eUeoTvGNSb06m4MsaTh9liQrpNH8Tp5PbEE1SZCJjW6a8/s5qtvoJgxLtXyAfYXbAX9+mJmEddqnYx386E//TBorwkjXjY87lQY1AlkLRRR9zejWabqGNuf1Qz60QOzRqBu2P0IBCl0bQALNB2riF3JWMsRPdTHTBwc9BdDl0kPo8Ir4WGY1K0fMjEX+tOrF2TWcNXrYJAxAo1ukpA+5ML2G656HqLZd6dnuJod42xV8mKGhEnjR2aMzfGp9A8MMwZxuUQHA7OIhN5+YaYsAahjUcw5MGsQ6z2vWUcJ9I0qM8VPQb8AqhVkrZhes3u93+sikSreJN5MLTvQR8zNcuH0HDCzYywLUtRooGPFRI9fbmWMdRF+nbEoGWs5okdGNvui9Lg+ZrhUoE7aYp6yWcgd5A45M16RXljKNCdAgsBpZoxBdtMxceB7RdFn7jKJ2OkdnmbHOKu76DibC2OrhoT9G3u1DpJr1iDWK6yqKIppw1XGC3eC/O6UQWwWTQIJJ8zkM9eU6yCuUeOt6UBujM2sabWguP5YmHfuikc7nEBcTXN90yCFVhKOoigWQAq9eWG+zpqu06FzTpeMtRzRa+lhdgLIwMxmFrDPDfGktrdlbZMsXhi3OxKnptx+MrLZ7K5yr9osV6txcHckbkovyISETSKjOh6ilVCzE2H3jO7uohu7cV4gyByeZhMMis9jswaxN11YVWvtRRMpXEJQ5rE/EcBsKEZvjM3zW4uH6MyiSaCPrJnlSNY45BzU6Dq55sdCL8nA7Djr9RI2H3Z3xnD1ukTRBLhoIoUwufaqdOeFMzaAzBiXjLUc0V8M5uPgToWliqE+ZkmW4NxC0+Osmd0k9RoHmw1hg3rIObGx64dBzY2xXn9JK2NRLGRiNnEBZJA1K0iH/Wtabc6sTcw2a0SAjHdv7v3V+D10hYsjKOYOezc9saQm0mF2Hmd06yLmJpE1fWrDkcP1BagqK74PdZkM6etl0ptF7GSQNSeiHV1hc4hdRq8TwIpM5EcvnF8y1nJEZqGZWQwyHCLTk7Zc+5mtbJJOcS9k9JoZYygeMrE2Fs7xnoqhVGbHWAbJNYOKQiZEV/iZzSYugESmosk6a/poubl3B8XH2fp8K5IlbKI3qKpX//A0o9fjdlHmcWk6SlYOZRlEwgziqtde0CwSr1cqRnWgzc8LrbEwW6sTJGg6FpA1fcPH/miH2UoFGb1OGJh6pTtKCQYGRY8f4RQE2mUhRFfj92p6y9YWQ3EyshVkzYkxhuKbjtmsMSiOSETSmWpGOk9kRAZZM+sc9BZBOroicVNoREa3VsjESnhVD/WxVmfNmflWjFtmliYAEokAJsOg1X69ELb5Q64Yl9EamqQ9xlZ4gTXl+vPNFFrudZNIavcdtbQnFyGpZ/ZjM46SrnPgUE1Ns4Wu+3RrnXsWnQOHqiAUD+frV5ooGWs5IlU00kSGSZnHpbbUKcItcwL1scqPcCJcKZe44NDhacEgLr5JmtNboZOCbvaZvW4XHpd2uRFL86LIZmaW+A5yJTbMhf6cQctBAlkzaRDLoIxmx0Jv7ZnnderRMexHOsLxJB63OW6SPrJmbl4IIYomUTmFuFpFqZxwGvVLxVjk7xVZe6ajMw7ZAHYkDZWMtRxxCgLNLGAty1rd2C0ga0UXsP1GYDKl0BvTz17R1qtjBJo85IodnlZ4WsX4VFY2nHKdBIOusDNwvpV5UVUkc8xsPSZIIx3F5kXUXHX9jKOkVRvO2oGh3TqtK+yMoxRPpkikFPxe41t3tQR6aXYfqipSkscqwq/NTTI/j3U5aw7xfbssIK56zqhTURSzz5xBk1Ia7ZsshSuLVG5wynC1cu7pIXZdkbhmId6MlIy1HNGzfq0fctpkZPPkd+0N2OpBpLXhWKlZlhkHbTKyM9lSVt6dmkVnv0Fc7i1e/sHKgVE08cTCZqYXBnXOuzdHFciWPHAI6fhHO0qZnrzmwl193TgKifXyNv9Y7qwVtLxWJ2nIknOna0g45ICZdHL1HOiusDmkyu0SlHvdmi0RnTLirYZBtZwOK+demcdFStF2GrvC+gaxub/on1SKbZLxZIpIPGmqeTkUL4pn3ahygmjpzPOqZGQ3vbHCMXqzMDOold+1UJ9QNMExlRWm9KqIhP0bjl4lbqc4h1ZKKVT7PezviBTWGzafHFKMexm3kGUKfWukoWpgiyZrY1Fs7VkJNTvjHPg8LtzpkgeF2siZbTcFEmiShX1o9+HCrfpUxMf++abW6XLOiDdrYDp2hhQwLmfNmsWuXbtQgAMdESb9uXAbOD052Blh8h/KcBcwcFpCURaUe/EZ7MsbjUaJpFz83iX4boEzJBRVm7E/8/+Mv79oIkV3JM4bdwzcK5IphZZQlDF/NDcWbdTQM/eCgmF7mUzekrGWI8U2HLPN1jNSrJm7Fa6IfhjU/oPIykam6vZohsyshI+K9cS0cngWqyNlZZP0u9UEhURSbSaeKxnytFNeuGmDWCcMaoVUr/W8dqy94lmb9j+zlUO5mF4rBgr0ocSFjDWzbdOgeJgnFEkwalC5Kb3FUG0rYdAqv1rmp1Df0Ug8hdsl8JnIrAR9NNAKerm/I1zwM6uOef/1sWvXLhobG0mkFNoS3TQ21pjS3Z7qZlB9ZcGwfXuqmwaNz4pJd3c3XkX9WxtrBhpOqa6I5md6Eo4lCXeEaWwc2G82Ek/STeHPZOTg9j2EIgnqK30DPlORtVIYVFqcgq+heJ0VK4RI58KgzoTRoHj5B0serc6BcaQZrsXaN2XI0+YPjOJ1iKyECbTqrJktMAs6jpIFmkBGtyPhyiI1A60YxEURu7B5I1DVXWQsHEoQcSok3GUhDOp2CSq87oIhLytGKzgXEtZPXLB/r0+mlIKomKy4XYKUUjixTtVtXm9SI5xv5ZldLqHJsUumFFwWLCaXEJpOowz6/LEYa0KI+4UQW4QQG4QQfxNCDMr57DYhRJMQYqsQ4qKc6xenrzUJIW514rn8XpdmVXKrHm2xWmtWDiP9TdIB717CCyiuu3CGXiqlmK4hBfqoj3nOmvYBZwWxA21k1C70spBYyoD0a3M6zBauBTWEHY4X7kBh1TnQ5T05gAY65yhZMySKrj2rnS0cQJ+LdRrosmAQQybJoMDas8DdA+f4VMW6yljh7xXjMv728V9zweyZedeuuuoqbr218BE8fPhw3nrrLebNm8ezzz7LYz/7CcKlPtfpp5/O6tWrufzyywFIKTD5+EmsXr2aL37xiwCceOKJ/PGPf2TevHk899xz3HDDDQV/j1sIUikYOnQojz32GM8++yzPPPMMV155JUlFNda+/e1v8/zzz/PUU09x//33U1WlImJut5vvf//7PP300zz33HN8+ctf7tObYwTeddddvPjii8ybN4958+YxceJE3EJw8cUX89RTT/H000/zu9/9jgkTJmS//9JLL/H0008zb948/vSnP+U9sxCFOcrRRJKkRNLQxxUGXQDcpihKQgjxE+A24HtCiBOAK4EpwAjgTSHExPR3HgUuBPYCq4QQLymK8oGdD5XJ2gxFE9R78qFKyweGhrGmKIrpwo5QfDPrtlBPq2i5CgvEd9BGwEKxBBU+j2mvqMrv4aO2wvwWZw1i+40qK+iXqrdI6NbC+ytWL6grnGDIEHN8DpdLZMOVgyr6rz1zxVozUizBwGzVd1VvkRCdBaOq2NrrshBqVnUXnm+98STlXrfptVft97BPI0TnFKneCkdS1V1477QjcvBxlO4YZiLsB8W5jK+8+jqfv/wSfrZlXfbanDlzePjhhzX17du3j2uuuQaXy8UDDz7MRXMuZOmiBQA0NTVx4YUX8sKLL5JSFD558cVs3bo1+927776bW2+9lW3btuFyuRgzZkzB3+FyCZIphUQiwc9//nO2bt1KRUUFTz75JH+bv4SW/btZsWIFjz76KMlkkm9961v827/9G4888ggXXHABPp+PK6+8krKyMp577jnmz5/PgQMH0kZgn9H68MMPs3DhQgA6emO4XYL9+/dzww030N3dzSc+8Qnmzp2bZ/B99atfpbOzc+AzC1EQTMg4z3o0j48FWVMU5Q1FUTKzeTkwKv3/y4GnFUWJKoqyE2gCzkj/a1IUZYeiKDHg6fS9tovWgrDiuYB2wdZwPInXLfCaxIOLpaBb2XTKPC4UCmevWEc6Cm9mljfJotwki959kcLDVuaFFiJhhYMC+siaM8VPLaKMGnO5K5LQTWsvJlprOhI3X/U9o9cJLpzKpypc8sCqgaLFv7TSO7dP7z8668/afqE136zO46JGvEVOrhNILmg/82tvvMGF587G41F1Dx8+nMbGRtauXaurM5VKse79jQwZMiR77cCBA/h8PgYNqsMlBGeffTbvvPNO9vO6ujpaW1uz39+5c2dB3Wp4VaGtrS1r7PX29vLRRx8xdMgQXC7BihUrSCbV8+v999/Pew6/34/b7cbv9xOPx+np6QFU9AugUIQ1qahG4oYNG+ju7i6ot5ioyNrA81Q2UnUkcNb+HXgt/f+RwJ6cz/amr2ldt120eGuWOWsahoQVEjkU56BYqUiuljxwciy0DGKLeovxnsyWqygaorO6SRaeF1adA61315e4YKHCtybvwjxKBdpFNK2H3Ys5B+aqvqt6nWn1lil5ECqQkGSFpwXamc1dYWsGcXFOrnMZt5bCoBrzzUrZDtCeb8mUQjieNFWnC2QMYms8u0Jz+XB7J+s2vM8555wDqKjaggULpHT6fD5OP+VkFi99K+/6woULOf/8CzjnjNPZsmUL8XjfO/jLX/7CX//6V+6//34++9nP4vOpKPvkyZO5/fbbs/e5hYqs5crw4cOZNGkSK9euw91vTX/605/OGoVvvvkmkUiE119/nVdeeYU///nPdHV19enOCYV+/etf56mnnuKWW27B7R4Y9bn88svzjE1FUXj00Ud58skn+cxnPpN3rwtRcI10STr8joVBhRBvAsMKfDRXUZQX0/fMBRLAPBt/7w3ADaDGs4PBoKHvJyNhli1fTWtDPhz83kdxunpThvVl5NDeOO2RFEHv/rzr+0Mp3MmYKb2hUIiWdWto6YgU/H5LRy+b1q2m+UNzNrlHifPmkrcZVpn//U0fxqjwQjB40JTeztYoa0PNDO3ZkXf9w/Ykqai5sQBoOpxkX3Ph73f0xli38l18bnMHc5kbXl+4hCpf/vd37I0wJNlCsN/fIiOhUIhwV4QVa7twH9qc99mKAwki3QnTY7F/b5xth1MEgy1516MJBRcKby9bakpvKKbQ0RMu+Fx7D4XZvqULT/PmgV+UkJRDa695X4xQHILufXnXD/ak8Chx02tv16Z1HGgtPN+a23vZsuE9OrabW3s+kWLB4mU0lOd/f/O2KHV+F8HgAVN6O1qirOs6yIjwwLWnWFh7O1qT7D5Y+PvtPRHWr15Bk9f42lMUhUg8ycJFiwcclE27ItSEDxGMFEZftCQUChEMBgl3Rlm5tp2yli15n6/aG6enw/x823MgwfZDCYLBw3nXe+IKZW5YunSJKb3F1t7uA2F2+tsJHt468IsSosTCLHlnBXsHqWsvGo3S3d1Nb1Thry++zKUXnssrr7zCBRdcwNy5c7PIUn+pqalh5MiRPPnkk4waNYoFi4KsXf8+dX5Bb28viUSCF154gZ/9/Oc0DBvBCy+8wGmnnZb9fT//+c95/vnnmTFjBpdccgnnn38+1113HStXrmTlypWAiriFw73Ek6nsc1RUVPCjH/2Ie++9l/aOLsoqXSSi6jPdeOONRKNRnn32WQCmTp1KNBplxowZ1NTU8Je//IVFixaxd+/ezGjQ1R3iJz/5CS0tLXi9Xu655x6u/7cv8fNHHqW7WzUuzzzzTC677DKuvvrq7HNceeWVNDc3U19fzx/+8Ac++OADVokwxnwAACAASURBVK9enX7uJOs/2Dpg7W1sTZAI6+9DjhlriqJcUOxzIcSXgUuB85U+ZuM+YHTObaPS1yhyvf/vfRx4HGDatGlKIBAw9Nx/3rWK8cePJjAl387csHAbgxJJAoHjDenLyIGK3azb3UEgcHLe9XV7Ohj60UYCgRmGdQaDQWaeeQ4/WLGIQn9nLDifOYGZ1FaY87iGvL+ME045iZNHDcq7/kb7+0weXkPgrMJ8Aj15L/4hAIHAxLzryc2HGNWxi0DgDFN6G/d38sKeDQQC+YTYaCIJb8znwvMCplGU+uWLOGXamYyuz6/V9pum5Zx1+nhmTmg0rDMYDDL+mAZGD6smcPbYvM/2r9hNu2/gfJGVyMYD7H5vH4HAtLzrBzsjDFrxVsH5IiOxRIqbgq8ze/bsAWP543VLmXnWqZwwwlya/593rebY40cNWHvr39xGfSpFIDDJlN69/l1s2t9FIHBSvt49HQzdYX7tnXzSGfxm8/KCY5lYtoDzZ51DY/XAek0yMvi9JUw57TSOH5Y/ln9vWc/UsfUEpo/W+GZx2ZDcRiwxcCyTmw8xunM3gcB0U3prd7fzxsFNA8YylVKIzn+Vi88PmOeiLpnP6WedM4DL+IcdKzlz6lgCx8uFoTISDAYJBAIEuzYxor6CwIxxeZ83LduBUhsmEJhi6nmVrc1semsngcCZedf3HO6lbvW7ptdePKm99n628S3OOWMKpx1TZ0r3b5qWM+GE8cyaqO5jZWVlVFdX06NECC5dxg/vmsu0adOoqKhg9+7dVFdXF9RTWVnJvn37uPbaa6mtreU3v/0tl1w8h41rllNRUYHH4yEajZJKpThv1gx+96tHOOuss0gmk1mdHR0dvPLKK7z22mssWLCAUaNG5XHAuru7qays4lBvN9XV1bjdbh588EEWLFjA8uXLUYSguroKj0tw6aWXcv755/O1r30tq/8zn/kMq1atory8nHg8zvvvv8/06dOzv8MbDlFeXk4kEsl+5/XXX+fzV1xFebmf6kofxx13HD/84Q/59re/nffs4XCY6upq4vE4S5cuZfr06dkwrbcjxNBRYwace6EN+xkbPUggMLXoO/q4skEvBr4LfFpRlFxG+EvAlUKIMiHEOGACsBJYBUwQQowTQvhQkxBecuLZtEN/NoToCoQ1rHJFqss89MaTA/gt2ewuS7q1w6BWQjE1GiETy2T9Mm/B8Gom7GfWUAPtcLOVWk+gnV3pFAfFqt4MGTlaKGNaogp3MdEiv1spqgrFeKjOcC/7iqrar9tKuyLQTkiyHl4t3HrLatJQRrcjY6GVDWpDSNEJ+ojX7cLrFvTGtHjE1vbOQs+cSilEwxFWr17NnXfeyfz586V1dnZ2cv/PHuKbX/2PAZ89+Itf8oOfPEAqlb+PZMKtAKNHjyaVShVE8XLDoHfeeSc7d+5k3rx52Wd2p/lw1113HbfccgvRaDT73UOHDjFtmurE+v1+TjzxRD766KPs5y6hhkEbGhqy12bPns3mD7fhFoKhQ4dy//33c+edd7J79+7sPX6/n4qKiuz/zzzzTLZv3579XAgKh0HDcklDH1c26C+AMmBB+gBdrijKjYqibBJCPAt8gBoe/YaiKEkAIcQ3gfmAG/i9oiibnHgwLU5OdyTBuMHmiuFl9RbazCLm24SASnjM1AvK5Zz0xBKWsrugeLKF1UQAJ/RWlrkL1gCzUnQ4I06RkbV4KI5lmVrUC5n6Ygn8/ToK2PHMhQ7PrnCciUPNr71ivEDr9QLVkge5jkDGkO0/PkZEy9i26hxoGj5ha2UwtDpmWDVaIb32tLiMFo2qQhmsoaj5zEpwzlHK6A5FBxYUt85xLbwnZ2qhzZ8/nwceeID//u//NqR30eLFfOPrN3LqqafmXV/z3jq6I4kBkYpPfepT3HLLLUQiEZLJJLfffjupVIrJkyfzuc99jnvvvRfoSwQ45ZRT+NSnPsW2bduyxtp377mffVvW8d3vfhev18ujjz4KwMaNG/nRj37Es88+y1133cUzzzyDEIKXX36ZpqYmAB566CG+est/Ewt1cO+991JXV4cQgq1bt3LbvQ/gd8H1119PbW0t3/ve99QxSia57rrraGho4P777wfU8iDz58/n3Xffzf5tWtmgss7ox2KsKYpyXJHP7gPuK3D9VeBVJ58LnPPCtRq522dI5DeCtXpwgjaB2vqhXLhekFVDQovkHIpaM4hBu9emHQjKgc6BB0ZXJM64wZUW9GojxFYPjKr0WOSG+JLpGnlm66xBplq9E8iaMwZxLtKRe3harb0HRZyDqDMoY6cNZTC0koasGyjOIFU15V42HxiI2nRH4kwYYs05cCLbHfoKMQ/tZ0xarTmntUYyBWaXLFmSRaOKyYEDB7jiiiuyP7tdgpkX/wvj01X/16xZo+pNZ1YCPP7449n7tYzBzZs3Zw21jLhcgjVr1+U9Vzyp0NTczeThNQMI/hkJh8OadeJuuukmWtp7qSrz8LWvfS3vs66eHipq/dx7770DngXUkiVXX311Qb2gGpiFwISjKRv0iJJqv7dgWMrqBqyJ2FkswAiFNwdbNgaHaoBppaBbfeYyjxuEWpIhV7oshpohkzmmFRK2Fh53DlnTruljRdQm2PnPbKXJcUaKhZqtHERaqLYdRlUhx8OOtTeo3EtnQZTRWp01LQfMagi73OsmnlSI98uY7raYWQnapXOsh4SdKkit4RxErRU0VnUP3C+iCWslaLJ6C5xPSUXBZYE+4hKuAVmbYL0zAhTOCE0pzuiF9DNbGguhaVt8rNmgR6tU+T3saR9YWNWOuleFNhw1DGqHIZGv2z6P1qHq+hphqZF15noIZiRzyOWGoEIWOXZQeCwi8SQKVjfJwlwfe8IaA0N0dhgSteVeOnpjedesGvCgzuOm5tCA605x1mwJCfsHIh1WWk1lRB1j8yETLdFqT9cViXOcBTRJCJF1PHJ7H1rtuACFjZ9YIkUiqVBuIdSsNRYhiw50pc9NNJEknkzl1c9U54UdqHYh58B8CRrQLmqsZVSNHz+eH/zgB3nX4vF4XnFYSJfBKGD4pOww1gq0hkqmrBmXWb0F6qylUlh6ZiHQoHnI7RclY62faJND49RaWGh1FT7aC2y+3ZE4Q2rMZYxlpNCmY08Y1MOhruiA65YNiSKFYK0aVYMq1EOu/+Fp2bsvEJaya5N0gltW5nHjKlCV3A40aVCFbwDqY4eBUu3XKoprDUEpFhIeabLBeK7u/kiVHY5SbbmXA52RvGuZxAUnitdaRS+hr1NEvrFmF8Jf2Bm1sva00PIui2OcMVxDkQR1A8bCKl904Puzixf4wYGuAde1DJTt27dzzTXX6OrVMtaSioLXSqNN+hIB8vTaYAS6hCCh8cxWIgcuIQY4uXCEc9aOZFE3HPvRpAqfm2RKrRmUh/pEE4z3m/doofAGbFeIpz/SkSnsWGmysGNGrxaaZD185BuwIKwUB85Itd9Dcz/D1arRmtHrRMsb6OPZ5RprVrOaQUUv+6M+9sw3D92FCLhh66HmTEeA3M3WjpBwIeeu22LSEEBthZctB/P5VL2xJGUel+luJ1AMZbQ+L6rKBs5lO9DLQeVeOsID9dqBXhbOBrVjXat7cq6x1hWJWyo8rOodyA20Y9+sq/DlrekxY8awa9cuYj0R2tsiaNnEhw4dIpEoXKg3I8mUwrqWfAWpNOK/R+M7xSQTLUgpCp1CkKtZSX/eude8UaUoqp5D/VQkUwrvN5vXW1FRWRCwkaUglIy1flKlWa7C2oIQQmRRn2G19iIdhQ58u5C1/mMRiqiZSFY8jOKcNeuHXP+N3Wp5FCgcorPLU9buYGDRkEiHhIf0QxkbB1tDcjPzOFdsMXwKJBikUorlsFSmI0BPLP992eIcVAx0DuwICdeWe+kM99Nrk0EVig40XK2il1DYabTD8Kmv9LGjtSfvmtVMUHCOswaFHY/uSIJRdRUa35ATzTCoReegvtLL4Z6++bZ06VISyRQTb3+Npvsu0dzvx4wZQ2Nj8RqTmw90MWFINZ6cguQftfbQUOUzNc7d3Wp9tb3tYSp97jyD+HBPjHAsaYlO0xGO0xWOc0xOpmoypbDlYDdTTNaQBGhpaSEUTQxA/2Q7v5QSDPpJIQMlnrTOj4BMKDR/A+4MW/e2CoXorB5wUJg8bceBUelzE0+mBvQdtQdZ89I5APWxbkgUCqUdyUkcAPUVPtp68uebLQZxuZeO/oaEDc9biNeZKUHjsYAmqbq13p+1sWio9NEWcmaM+4ea1bId1sbY43ZlDdf+ui0bggVKpNixRuoqfXmGhF16Mxn6/XlPVtqxZaSw4WoHd7awQeyE05GZx1Ycc8hv35QRqyFFAJegYBjU8vMWSDCwI7wKqrM0cF2XskFNSSGDKsMTscKPABWRcMRY00owsMjTKlQ7yY5NUghBveYGbDFkUjHQkOjsjTPIZBeHjBTOuLWnDEamVldGFEWx1Ms0I4XH2K6NPX++dYTjAyrMG5XC4XzrBxwUNiTsQLWdGuNCxlpHb8zyPIbCB77VPpuqXi1umVWDuGzAGNvhNLpdgkpffrJTIpkilkxZdsyd2i+qC2SP2xFqrq9wxiCGDG8tP0vYamZln14HskEL6E0q1p8XoK6ADVDirJmUzOabGyawY5HBQF4A2GOsVfs9bGseCLlbDXcVqi1m11g0VJXRFooxvLYPrrYvU7G/IRGzB710INScqdUVjiepSPMAe2Iqr9EKNwmgoWrgBmzHxl5XMTAbtLPX+hhnwvm5GaxWm7jn6h44l+1BfT7Yn0/M7ooMLPZpVAZVFDDWwnFqy60ZxDDQkLCj40IhvWDXGHsHzmOLpUYy0r9GZUf6/1Ydc+35Zt0Z3dwvEcCuBIOeWJJEMpVFsY0YxI899hh//OMfWb58efbaVVddxZgxY7jxP+8YYPyMGjmS1cFX2bVrF16vl7Vr1/LjH/+YqVOn8sUvfpGbb75Z93e6XQKX28sTTzyB1+vF7Xbz4qvzefjRXwHwhS98gauuuorRo0dz/vnnZ9tJXXvttVx88cUAeDwexo4dy4UXXpht5u5xqwkG99xzDyeccAKJRIJ1G97na/+pNpKfPXs2N954I6lUimQyyQMPPMD69euZOHEit956K5WVlaRSKX7/+98PaHrfH8GMJpIkUwp+r/5eXzLW+onP46IyDVVmYuF2hAhA3XQGIGu9zoRB7TjkCnvg1jccgMFVPlpDfYT9ZEqhN5agykLiAkBthY/9nfmbmV0GsRNJHKpudZwzxppdBnEh1MeOcOWgArzAznCcMQ3mi/iCWvFfoLayyiTh2MFNAhW1cyKDtaHSx+Ge/oknzjgdnb1x6mxB1vINiR4bEhcA6ivLaAsVGgv7kTU79MJAJ8xJ9NKOdd1YXUZzt/2JTm6XoMavnnsNVaqTb4THOH/+fObMmZNnrM2ZM4eHH344jVTl359Mpti7dx/XXHMNbrebX/3qVwQCgazBJCMuIeiNRLnxxhsJh8Oqnl//hrfffoddTVtYv349y5Yt49e//nXe95588kmefPJJAGbOnMnVV1+d93s9LheJZIrXX3+dO+64A4Dv/+AevnTVv7L49ZdZuXIlS5YsAeC4447jxz/+MZ///OeJRCLcdddd7Nmzh8GDB/PnP/+Zd999l1Coj+tcV+GlvadvvmVsCxnnoBQGLSANVT7acjZguw7P/uEjtep70vKmUygM2tYTyy46s5LhEOWG6GxD1vpxfexIXIDCnLXOcMKeUHMBA8WqXlDHItdwtesgqtc45KwXxfUNGGM1DGrH4ZnPW+uyKRQzpLqMlpxDTkWTnAuDWj08y71uUoqSV+C5I2yfIZG7X9hlEA/RMCTsQNbae2N5+5AdYVDIFNztM6oO98SptxjOB+eQtSHV/rx5bJdeGEgBMtLabOHChcyYMQOPR33Xw4cPp7GxkbVr1w4IK6YUBURfy6hkMsmGDRsYPXp0ns4TTjiBefPmMXLkyIK/U62HphAOq/XhPB4PHo8nmx26detWDhw4UPS5L7roogH9Tl1Cpeose+ut7LX1G95n5PBhANnfB1BeXp6dl7t372bPHjW/tbW1lcOHD1NXV5ene8AYG6AflIy1AjK4qozWUO6A2rUYvLTnbOzdkTgVPmv9O0E94Pp7cW2hGA2V1jad8nQoLpe3ZhePoaGqLM8gtmvzLcRZ69+Ky4zkFpnNSGsoymCLBjHAsFo/h7r6amrZahAXMiQsho+0kDX7DIm++dYWiubV7TIrQ2v8HOzsm2/RRAohhNr1woIUHmPr+4UQgtpyX57h2t5rnRcIA7NuO3rtCSn2N4jBnv2izOOmzOPO45bZGgaN5I5xLC+70Kw4lZDUWF1GywD00i4wwZtXWsLIntzV1cWmTZuyjdjnzJmTDQG6+iUYJJIK7pwaa2VlZUyfPj3bnxPg5JNP5rbbbuOWW25h3759TJ48mdtvvz3vd7pdgkRSweVyMW/ePBYsWMDiZe+wadNGqWcuKyvj7LPPZtGiRQM+87gE8aT6zG63m8svu4zgsj7jLRAI8Pzzz/Pggw8OKA4MMGXKFLxeL3v37s273h+wUR0luXdXMtYKSP8QnZ3IWu5isAuZ6e8pA7T1RGmosrbpCCEYXuvP611pB2EY0uhlKNdwtccIVOusDSRm11o0JPxetZVVpkk3QEt3zB5jrcafVwDVarPujNT3C9EpiorkWi0QnCG/52bRddgQzoeBPMnm7qjlotEAQ2v9HOrOGWMb0C/QCDXbtF/UlnvyjGI7xzg3JNwSijKk2nzj8owMqfEXQNZspJD09N8v7AmP5xnEPTFbQs2Dq3x5Y2EXzaO+UjXgc9t62btf5I+xEYM4EwoF1VjLIFb9kbVkSsHjEowcOZJ58+bx+9//nrfffpt33nkHgHHjxjF37lxuvvlmDh06BBTuDep1u4gnU6RSKa655houueQSTjvlJCZOPE7qeWfNmsX69esLhl497r6kiFtvvZUVq1ez+r212c+DwSCf//zn+c///E9uvPHGvO82NDTwgx/8gLvvvjvPuYeBCQZG6gWWjLUC0lBZNsCQsGXD6UcutAuN6N87T1EUDvfEbEEkRgwqZ39HrrFmz1gMrsxHL+30DnONtXgyRSSRsrxJwsBxbg1Faay2PsbDav0c7HTGkMidxxluktUyGN50+YdQLB/psIP8PqhfVlpLtz2GxNDqMpq77DeIB1X46I4kSOQcnnatkf4ZoZ3hGHU2IGsjBpWzr71vTR/qithiEKt8qvyuC3YZrvWVZXkIpl1rpKY8P+P9sE3I2jH1Few53Ne2UEWIy2wpg1HXb12rPUftounkhkGNOeZLlixh+vTpTJo0Cb/fz5YtWwDw9CuFkUgpuFxq4/NrrrmGa665Jq+Ze2trK9FolEmTJhX9fb60sZaRUCjE0ndWMCuN7ulJrkHZX1TemsL1119PXV0d37/vpwWzQdeuXcvIkSOpra0FoLKykoceeohf/vKXbNw4EOEbVJkP2BihIJSMtQIyuCqfKGsX6tPfqrYLWctk8mTqlnVFEvi9bsshHoARg/zs68g1JOwKg/bnBdpzeNb2y6LLEOqtbpKgGlW5/fNaQ1Eaq6wbEip6mRsGtWcs+meD2mUQQ9qQyNl0Omyay2MbKviore+Qa+6O0FhtA7JW4+egA6Fmt0uk6871jYWdSHzuGLf32OPcHVNfwe4cQ6K5K5LXns2sNKYzvDMHcyql0BO13uoNoL4fhcSO9lgwEFnr6I3bYhAf05A/xvs6wowYZH2MQR3n3HCzXeeTiqz1D4PK6w2Hw6xevZo777wzzwhyDUDWUniKEOq7u7v5zne+wze/+U1OP/10zfuEgKGD6/GXq5nXvrIyzp15Nnt279J91srKSqZOnZpNFOgvHrfgs5/9DGeddRZz584lkUpl6UqjRo3K3jdp0iR8Ph+dnZ14PB7uv/9+/v73v7Nw4cKCevtn0htJ4vhYjDUhxD1CiA1CiHVCiDeEECPS14UQ4mEhRFP686k53/mSEGJb+t+XnHy+hiofLf1QH3v4VPkhOruMNa/bxei6cnamq3y32cSlAhhRW86BHAPlQGeYYTZs7A1V+eR3u7zD6jIP4Xgy63F1huMMsmGMAcY3VrGjRR1jRVFo6Y4y2AZkbWhNPmet0yY+TobMmoHi7UKTIL9moKIots3lYxur2NHSlz3V3B1liA3GmsoLzD/g7FjToG7AmbncVwbDfmTNLoN4TEMFu3IM4oNdEYbaMMY+j4tqvyc7Fj0x1Wm0iuRCYWTNLgMllwN2uCdmS4LB0Go/HeE44ZjqQO/viDCi1lof2owMqclHMO2ab4P6GRJmsqXnz5/PpEmT8ow1n9tFLIc+kkgpuHXmxOHDh/nOd77Dd7/7XaZMmVKQswYwesRQHn/8cZ566in+9MQTLF76Lm+lEwOuuOIK/v73vzNkyBCefvrpvO+fe+65rFixgkgkHwl+6KGHGDx4MB6X4N67bqehoUEtwfHSX/n219Vw5/nnn88zzzzDvHnz+N73vsdtt90GwIUXXsjUqVO59NJLmTdvHvPmzWPixIl5+gslccjuQx9X6Y77FUW5A0AI8W3gTuBG4JPAhPS/M4FfAWcKIeqBu4BpqG271gghXlIUpd2Jhxtc5ctD1roicY4bYq1/J6iL4bADyBrAcUOqaGoOcfywGtpsCoECDB9UzlvbWrI/72ztYVyjtRINMDAb1K7yKCoxWzUkhqQ3TLvGeHxjFdvThkQomsDtEtlyG1ZkeG15HrK2s7WH08fUFfmGnPi9bnzpBJHacq+tyNqwGj/72sOcPGoQoWiCMo8Ln8f6oTxucCXzNx3M/mxXGLSh0kd7T4x4MoXX7aKl257EBVV3mjYxFCJx1QO3YyxGDipnV1tfm6VOm8pKjKmvZM/h3mw9u0NdUWYcN9iyXujLVmysLrOli0pG6gtw1uzYL44fVs0L6/Zlf7ardIfLJRhVV87e9l4mDK1mf0eYEYPsMdYGImv2hITrKnx8lNPWywj5PSNLlixh2rRpedf8XjfRRBJFUdGwRErhwIEDXHHFFQO+v2bNGtasWQOofUdz7+nPWQP4cFsTn/7cFQyq8NITTXCwK8L4RvWsfuaZZ3jmmWcKPucrr7zCK6+8MuD6TTfdBKgJBsccf0r2ne1s7WFwVRnVfg9PPPEETzzxxIDvvvbaa7z22msFf19G+pfkOeKzQRVFyWX0VaIaYACXA39SVFkODBJCDAcuAhYoinI4baAtAC526vkGV+V7cbaVUqjw4RYiG0rrtKngJ8CEIdVsO6QaEm2hqOVM0IyMGORnf9qQiCVSHOiIMNpifztQ0cvWUDSL+thpSEwaWs2mdKFSO8f42MbKrLHWGrInuQAGcta2NYeYYINzAFCfEwq1E02aOqaONbtUX6mj1z70ctzgygHopR1hUI/bRX1OiZSth7qZNKzasl7IJ2bblYADcNoxg3hvd0f253abQnS1FV6EIMudae6K5PWPtSK5qE9rtz0cO1D35IN5nEN71vUJI2rYcqA7yzm0i+sL+eHm/Z02hkH7Zd3aVa2godKXhz7blaEvhIq6Zmg6yaSaYGCH+NwuYul3F0um8NmA4oK6XyT6lRuxQ/XYwZXsPtzbR1k6GrJBhRD3CSH2ANegImsAI4E9ObftTV/Tuu6INDjEWXO5BOccNziLVNmJrE0YWpVtNN4asl5jLSMjavsSDPa09zJ8kN8W1KDC58HtEtl0fLsMYoDpY+tYtfMwYE/ZjoyoyJpqSKhlO+zZ1Gv8HpIpte6Xoihsbw7ZguSCivpkQqx2hY4ATh9Tx6q0sdYZjlNr06E8clA57b0xeqIJusIJfG4X5T7r3EvID4VuPtDF5OH2GGuj6srZ1twN2Ed8BzjtmDrW7ekgmVLrrSVSKSpsGosxDZVZ1O5QV9QWzhqoqE8mC3Ld3g5OGllri95pY+t4d3sbkObCxezhwlX7vQyv9WfXdXtv3JYEA+hnrNmJrOWU72jpjlLmcUlVwNeTqWPqeG93ezZkaUfR6PHjxzNv3jzemf8izz7zFPPmzeOVvz5lm7Hm9fQlGcQSKVvOJugrC5KRZErBJazrrirzML6xig171W4KRrJBHQuDCiHeBIYV+GiuoigvKooyF5grhLgN+CZqmNOO33sDcAPA0KFDCQaDhnVEEgoHO3p55Y3F+D2wdlcvrTt6CO63/rIak3H++vYhhvbsYMv2KGNrXASDe/W/WEBCoVD27+voSrJ+Z5RgMMiaphgJBYLBNsvPG0sqHOgIs2jxYta3JKkVCVNjWkjGVCn86m9LOHO4h/ebokyscxEM7tH/oo74upK8vj3GGf6DrNoVpzeUsuWZY0mFXa29LFy0mPeakxCxNha576/Wm+KlN5dR7gGXkmTdyncsPy/AMb4Yv319NZETylizO06oy56xiCYVNu/vZf7CxWzvSKFEY7bNi0a/wvPzl+B1CSrdSdv0umMRFr6zmo6hHtbv6qVjZA/Bg5tN6cp9d0PjSf64Lsqpnv00dSQhbt9YVLmT/OXvi6n2QrkbTUK0USlPRpj/1hrah7tp6Y6w+b3lbLPhAI10xFixvpkhoe28tiHKpDqXLWORUhT2tPXyv68voswtKHPDsqXmxiL33QE0eiI8t3A5M0Z6ae7s4YO1q9jjsz4WscNx3tmfYlx8F1v3hDlY3Umwbatlva0HE6zZEycYbOWd/Qkm1Ci2zYvBZSl+9+JiJje4aW7v5YP1a2jdpn3u1dbWDqgllit79+5l9uzZ9MYVFKDSK+iMKlR4oMttboxTqVS2dVQsqRBJgBISdMcUvC6Id1l/d8mUQiimsCfSjgKEIylaYp1Y6UI2ZMgQgsEgIzxRnl64mp7xPj7aF+EjTxvBjm2633fMWFMU5QLJW+cBr6Iaa/uA3DLGo9LX9gGBfteDGr/38zawQgAAIABJREFUceBxgGnTpimBQKDQbbryL50b+JAyTh9Vz8ThH/LZi+XSgfVkUmeYSx5axidmzOLZfWuZftJwAiePMKUrGAyS+fsi8SQ/XPkGZ35iJos7NzNucCWBc8bZ8sxj1gbxjTqRKncXp5eHCQSm2KI3VL+fPy/fxTc/O52blizigS/NyOsValamRRM8eu+bnHXOTN5P7qA2kSQQON6GJ4ZhaxZxzJRp7CtvY3JZN4HASaZ15b6/2a0b2JwQzJk4jCm7txMInGXL8044NcynHl7GI5+YycvNG5k+upJAQK4OkZ5M2fo2lcdMYuyQOGN79xMIaGduGZGT962BwQ2MHVLFmH3bCATOtkXvVrGdZdtaufaSUxBLlvKZi8413QMy993NSin8Ycsihh9/OkpHmJFtOwkEzrTlmc9pXo8yuJYTjm1g6AfvEQjMtkXvysgWYokUJ047lkFvLeOC8861Ra8yvJm7XtzE9685h32r3uL7c6Yxcag9COb5B9cSrW/g9PEN1K9Zgdm9PffdAXzo2s7uw73MnHUikTde45ILApYLlQP4RrdyxwsbOWfmLLqXLeTS88+xhX95ZizJ/z4QpHrcKbQ17+YzZ9cSOHusZb0A78U/pCOeJBCYTGzJG1w4e0ZRpHHDhg1SehdtOcRvl+3kL9efxXkPBHn82tM5boi5eZH7/vZ1hLnskbdYeMtsvjZvDd86bwLn2MS//I8nVnPmuHpqy70s2tLMY9fas79FGw/ylxW7CQTO4KEP3mbGGZM5fUy97vc+rmzQCTk/Xg5sSf//JeC6dFboWUCnoigHgPnAHCFEnRCiDpiTvuaYfD1wHH9avotHFzXxyRMLAYTmZHhtOWeMq+e7z69n474uGirtCVf6vW4uPXkENzy5mi0Hu6m3KQwK8N2LJ3H3y5tYveswxw62nlyQkTknDGN7Sw//9fx6zhhXb4uhBirUfPKoWn76+laaWkK2hUEB/vX00dzy7Ho27O20jbMGMPfSyQS3tvDzNz9kwlB7QqCghhWnj63nm395jyUfNnPt2WNs033VGcdw10sb2biv09Yx/sa5x/HQwm28tH6/bVwqgK/MGEcknuQb897j+GHVlpt1Z8TlEvzLaSO5++VN/M8bWznv+CG26AX4wrRRPLywiWXbWm0hvmfkqjOO4eUN+3lkYZOtY3zupCHMmDCYf//jKtp7YhzXaN9cvuSkYTy2ZDt3vLjJ1jH+5InDeX3jIX7/1k6q/R5bDDWAs49tYHR9BT95bQvd0QSDbdrry31u/t+cSXz3+fUs+bCZmRMabdELMOeEofz1vb387q2dROJJ22gT08fWs6e9l6dW7qYtFKPeprEYOaicy04ezg9e+YBdbb2MqrPnDAG49ZOT+GWwid8s28EnT7LPBjhjbD1rd7fzxDsf8VFrjzSv8+PirP1YCLFRCLEB1fC6KX39VWAH0AT8Bvg6gKIoh4F7gFXpfz9IX3NMjmmo4JfXTAUBnzKJfGnJ//zrKbT1xLju7DGcOU7fopaVn3zuJE4aWUtvLGkbQR3goinDmDWxkV1tvZw62nqWYkZ8HhdPfuUMuiMJrp95rG16AR774unsae/lYGeEM8c12Kb3W+cdx3nHD+GD/V2caBMfB9R6T8989WxG1JbzifH2eIYZefCKUxla6+e/L5lsW4IBwBemjWbOlGEs29bKrIn2HRhTRtTy8ytO5WBXhLOOtW99eNwufvel6UwcWs2FJwy1TS/AzRdO5KRRtZw+po4vf2KsbXrPPLaBmy+cwF/X7OWiKfYdGKPrK3ji38+gIxwnMMm+dwdw96enMHNCI5+dOsqW+oYZufjE4dw4ezzlXhd3XHqCbXpH11fwhy9PZ+m2Fs6dZJ8RKITgnstPZHtLiNkTG20di89NHcn1M4/l1NGDGNNgPeErIyeOrOWBL5zKsm0t/O5L020puwIqN/A3103jj29/xPjGSludu1sunEQomqCxusw2hx/guCHV/Oa6aTRU+Wx1Duoqffzx38/g1fcPMPdTJ3CspEMj+rdD+GeSadOmKatXr/64H8Mx6Q/nl+ToktL7O3ql9O6OXim9u6Nb/tnfnxBijaIo0/pfL3UwKElJSlKSkpSkJCU5gqVkrJWkJCUpSUlKUpKSHMFSMtZKUpKSlKQkJSlJSY5gKRlrJSlJSUpSkpKUpCRHsJSMtZKUpCQlKUlJSlKSI1hKxlpJSlKSkpSkJCUpyREs/9SlO4QQLcCuj/s5HJTBQOvH/RAlMS2l93f0SundHb1SendHt/yzv78xiqIMKH74T22s/bOLEGJ1oXosJTk6pPT+jl4pvbujV0rv7uiW/6vvrxQGLUlJSlKSkpSkJCU5gqVkrJWkJCUpSUlKUpKSHMFSMtaObnn8436AkliS0vs7eqX07o5eKb27o1v+T76/EmetJCUpSUlKUpKSlOQIlhKyVpKSlKQkJSlJSUpyBEvJWDsCRQgxWgixWAjxgRBikxDipvT1U4QQ7woh3hdCvCyEqNH4/s3p720UQjwlhPD/Y/+C/7tiw7u7Kf3eNgkhvvOPffqSCCH8QoiVQoj16Xdwd/r6OCHECiFEkxDiGSGET+P7t6Xv2SqEuOgf+/T/t8XKuxNCNKTXbUgI8Yt//NOXxOL7u1AIsSa9v64RQpz3j/8LHBZFUUr/jrB/wHBgavr/1cCHwAnAqv/P3ntH27oc9YG/6i/tvU++Ob38lBkjC5DEDNEGzDDYYmGQBYgwYIMZYMDIJhl7wDaz7FnkgTHYMFgyCNAYMAxpiCYayQQBEpJA4oX7bg4n7vSFrvmjqrp773uu9KSn9+7lva/WOuuc84X+qquqq6urqqsBfKxe/0IA//KQd88CeATAUP9/E4AvuNN9eq78PEXefQiAtwEYAcgB/AqAh+90n55LPwAIwKr+XQB4M4BX6jh6jV7/PgBfesi7LwbwxwAqAA8AeA+A7E736bny8xR5twLgowD8QwDfc6f78lz8eYr8++sAzujfHwLgwp3uzwf7p/es3YXAzJeY+Q/1730A74AYYc8H8Jv62C8D+Lu3aSIHMCSiHDLxX3x6Me7B4Cny7kUA3szME2ZuAfwGgE9/+rHuwYAFDvTfQn8YwN8A8J/0+usBfNohr78KwI8x85yZHwHwbgAvf5pR7kHhqfCOmcfM/NsAZs8Erj3cCk+Rf3/EzDbPvR0y/1VPM8rPKPTG2l0ORHQ/ZNXwZogQvkpvfSaAe5afZ+YLAL4VwOMALgHYZeZfeiZw7WER3l/eQbxqH60hmRGAT7nNcz08jUBEGRG9FcBViGH9HgA7akADwBMQA3wZzgI4n/x/u+d6eJrgKfCuh7sAPkj8+7sA/pCZ508fps889MbaXQxEtArgJwB8FTPvQcJn/wsR/QEkxFYf8s4WxCh4AMAZACtE9NpnDusegA+Md8z8DgD/BsAvAfhFAG8F0D1jSPcAAGDmjplfCuAcxDP2wjuMUg9PEnre/dWGp8o/InoJRId+ydOA3h2F3li7S4GICshk/yPM/JMAwMzvZOZPYuYPA/CjkFXHMnwCgEeY+RozNwB+EsB//0zh3cNT4h2Y+QeZ+cOY+WMAbENy3nq4A8DMOwB+HcBHAtjUtAJAJpILh7xyAYue0Ns918PTDB8A73q4i+AD4R8RnQPwUwA+j5kP1a9/laE31u5CICIC8IMA3sHM355cP6G/HYBvhCRbLsPjAF5JRCNt529C8qZ6eAbgKfIufe5eSL7aG59unHuIQETHiWhT/x4C+ETI+Pl1AJ+hj30+gJ8+5PWfAfAaIqqI6AEAzwPwlqcf6x6Ap8y7Hu4wPBX+6Xs/B+DrmPl3nhmMn1noi+LehUBEHwXgtwD8KQCvl78Bovy/TP//SQBfz8xMRGcA/AAzf4q+/80A/h6AFsAfAfj7z7b4/d0KHwTe/RaAowAaAF/NzL/6TOL/XAci+muQJOYMsph9EzP/CyJ6EMCPATgCGVOvZeY5Ef0dAB/OzP9c3/+nkJB3CwmB/8Kd6MdzET4IvHsUwDqAEsAOgE9i5j975nvy3ISnwj8i+kYAXw/gL5ImP4mZrz6zvXj6oDfWeuihhx566KGHHu5i6MOgPfTQQw899NBDD3cx9MZaDz300EMPPfTQw10MvbHWQw899NBDDz30cBdDb6z10EMPPfTQQw893MXQG2s99NBDDz300EMPdzH0xloPPfTQQw899NDDXQy9sdZDDz300EMPPfRwF0NvrPXQQw+3BSL6AiL67TuNBwAQ0QuI6K1EtE9E/+udxqeHHnro4ZmC3ljroYdnMRDRLxLRvzjk+quI6HJy5t6TbY+J6OEPHobvF3wNgF9n5jVm/u47hMNzBojoPxDRv7rTePTQQw+9sdZDD892eD2A1+qZpSl8LuSg+fYO4PSBwn0A3n67m0SUPYO4POfh/TX0e+ihhw8cemOthx6e3fCfIWeNfrRdIKItAJ8K4A36/wYRvYGIrhHRY0T0jXrg/AIQ0W/qn39MRAdE9PeIaIuIflbf3da/zyXvPEBEv6mhy18hou8loh9O7r+SiH6XiHaI6I+J6OMO6wQR/RqAjwfwPfrt56vn598S0c8T0RjAx+sh6t9KRI8T0RUi+j49FNra+SdEdImILhLRF6aeQiL6L0T095NnF0LARPRCIvplIrpJRO8iolcn9/6D9u3ntK9vJqKHkvsvSd69QkTfQESniGhCREeT516mtCwOocHLiej3iWhP2/h2vX6/9uOLtV+XiOgfJ+85Ivo6InoPEd0gojcR0ZHk/kclPDiv/f5iAJ8D4GuU3v+vPvsoEX0tEf0JgDER5cve1tQjR0QfR0RPENHXENFVxe3TiOhTiOjPlR7fcBjPe+ihhwi9sdZDD89iYOYpgDcB+Lzk8qsBvJOZ/1j//z8BbAB4EMDH6rP/8yFtfYz++aHMvMrMPw7RIT8E8XrdC2AK4HuS194I4C0Qg/GbIB49AAARnQXwcwD+FeSQ5n8M4CeI6Pgh3/4bAH4LwJfrt/9cb302gG8BsAbgtwH8awDPB/BSAA8DOAvADur+ZP3GJwJ4HoBPOJxqtwIRrQD4Ze3PCQCvAfB/EdGLk8deA+CbAWwBeLfiBSJaA/ArAH4RwBnF61eZ+TKA/wLhh8HnAvgxZm4OQeO7AHwXM68DeAjC1xQ+Xvv1SQC+loisf18B4NMgvD0DYBvA9ypu9wH4BYgMHIfQ7a3M/O8A/AiA/0Pp/beT73wWgP8JwOaT9MyeAjBA5MW/B/BaAB8GWUT8MyJ64Em000MPz1nojbUeenj2w+sBfAYRDfT/z9NrFjp8DYCvZ+Z9Zn4UwLchMareGzDzDWb+CWaeMPM+xED5WG37XgAfAeCfM3PNzL8N4GeS118L4OeZ+eeZ2TPzLwP4fQCf8n707aeZ+XeY2QOYA/hiAP+ImW8qPv+79g8Qo+iHmPltzDyGGI9PFj4VwKPM/EPM3DLzHwH4CQCfmTzzU8z8FjVgfgRi+Ni7l5n525h5pnR+s957vdLBePFZAP7jbXBoADxMRMeY+YCZf2/p/jcz85iZ/xRiQH+WXv+HAP4pMz/BzHPt92eQhDE/G8CvMPOPMnOj/Hzr+6DFdzPzeV0IPBloAHyLGqA/BuAYxOjcZ+a3A/gzAB/6JNvqoYfnJPTGWg89PMtBjaTrAD5NQ3Mvh3iIAJk4CwCPJa88BvGCvE8gohERfT9J+HQPwG8C2FTD4wyAm8w8SV45n/x9H4DP1PDbDhHtAPgoAKffj+6l7R0HMALwB0l7v6jXofikz6d9fl9wH4BXLOH6ORCvkcHl5O8JgFX9+x4A77lNuz8N4MXqWfpEALvM/JbbPPtFEK/hO4novxHRpy7dX+7bmQT3n0rwfgeADsDJ94Hb7eD8+35kAW4wc6d/m4F3Jbk/RaRVDz30cAj0CaI99PDcgDdAPGovAPD/MbNNltchno/7IB4OQMKZF55ku6/TNl/BzJeJ6KUA/ggAAbgE4AgRjRKD7Z7k3fMA/iMz/4MPsE8AwMnf1yET/0uY+TD8Ly19/96l+2OIsWeQGmLnAfwGM3/iB4DjeUTv3gIw84yI3gTxrr0Qt/eqgZn/AsBnkeQTfjqA/5Tmu0H69k79+14AF5PvfyEz/85ym0R0HmK8H/rJJ3l9glvp9sTt+tFDDz28/9B71nro4bkBb4DkaP0DaAgUANTj8SYA30JEa5rD9NUAfvjQVsQj8mDy/xrEQNrRpPX/LWn7MUhY85uIqCSijwSQ5j79MIC/TUR/i4gyIhpoQvo5fACgodB/D+A7iOgEIHlxRPS39JE3AfgCInoxEY1SXBXeCuDT1Vv4MMSTZfCzAJ5PRJ9LRIX+fAQRvehJoPazAE4T0VeRbIBYI6JXJPffAOALAPwdvBdjjYheS0THtZ87etknj/wzxf0lkJzDH9fr3wfh733aznEiepXe+xEAn0BEr9bNAkfV4AZu5fXt4K0APlt5+MnQMHgPPfTwwYPeWOuhh+cAaC7a7wJYwWLeGCAJ6GMAfwlJ0n8jgP/7Nk19E4DXa0jt1QC+E8AQ4tX6PUjYMYXPAfCRAG5ANhL8OCS3DMx8HsCrAHwDgGsQD9A/wVPTS18LSe7/PQ3L/grE8wdm/gXF99f0mV9bevc7ANQQI+X1EEMG+u4+JHH/NRCP1WUA/wZA9b4Q0nc/EWKoXgbwF5DNAHb/dyBG1x+qgXs7+GQAbyeiA8hmg9cs5Y39hvbrVwF8KzP/kl7/LgjPf4mI9iF8eoV++3FIjuDrANyEGF6WP/aDkBDtDhH95/eC11dq3yw0/N6e7aGHHj4AIObbebp76KGHHj64QEQ/DtmJuuzVuiNARAzgecz87juMx68BeCMz/8AH8O79AB4BUPwVq5vXQw89PEnoPWs99NDD0wYaKnxIa319MsST1nteEiCijwDwMsSwZQ899NDDAvQbDHrooYenE04B+ElInbUnAHyplr3oAQARvR5SA+0rNVzaQw899HAL9GHQHnrooYceeuihh7sY7mgYVI8u+VMieisR/b5eO0JyLMtf6O8tvU5E9N1E9G4i+hMietmdxL2HHnrooYceeujhmYC7IWft45n5pcz84fr/10GOYnkeZFfT1+n1/xFylMrzIFXK/+0zjmkPPfTQQw899NDDMwx3Y87aqwB8nP79esjZeV+r19/AErf9PSLaJKLTzHzpdg3lwxXOt47E/2eAzwHOAFYzNZvJb18C5PW6B9iOUWagOGB0A5Lnstg+dQDnQHV1htnJAVwLKQUKgFq5Z+UjWd9zLeALIJsC3QBwjeAUGwXKnQ7NWgby8Z1OCwSwQ7gOAEzyDrVAPmc0K7RIBIrfcLX2VftWjBnkGfW6C3RgJ99K+2LfIZb+k5cfwzvgQ8CxssD1uRxrSKy0zOTHtUIzQN4tJorvUiSeWJ4jfdfwhY/X7H7gneJrfGXjg9f+p/y1frH8VNdr1EfK2F4OuE6+4Qt9x/io77tWrlGCuy8ijtk88rwrI95ghCUSNSJn1EW8A70zkU2TVXbSj8WHpF/H8wI3ZnLTZ0BW6zu50kV5A9bvOPk2IDLTDkn4u8RX6LV8yvAZwZeRtpzIAXWRPt1A+cIIsmd0sz5WN2rMj5XI5pE+Ni6KMaMZkdBXeQsov7soC0azYsxoVgn5hNFVwljXAd4Jb7oSyJrIH4bKoQeyOaMd6Tu14t4qn2jxO9BxxgRU2x6bWyV2dmo0Kw6+0DZtzGt/szmQj1v4KkM7pMAzoxV57fOBXGhHBJDQv9xb1Dmuk+vUYUHOgwwyUFwZoz2+Er5PndIv5b2xthM5yGaR/kCUUVb62ThiF/XnwvcRxyF1S20lbbhGaJPyPKWttUes+q7Qdim211XAsaLA/hP7qI8Oog6v5VnTWyafy8AE5FOgtfK9NnaVPiar1hZcHD/GVzeP8sHJ/UC7RB8bfrnqegOfzAXWTj4D2gpB7vIp0A4Qx6qLvHDt4jxg9GmHi7rH5wldfewj57GtTMc/HFDsy1gKc0EOwANHVgts7zVhLGYzGTemK0zPBzC6aN+q60LY+fECbq7jjONcABYd06xQ0KcL+pCE7r5KWGa6qojjuSvC46BO+tqVUeZ8EftkdDN9YroW0DFjMs3JPKP8tfEKgujFIs7Rhrfpg2wuNE3nSOsfeSCfMJo1uVhdrdGulZjcfOI6M99yPvKdNtYYUvuHAXy/Hh58MjHALkOORAHk+Jv0mJMn9NptjbVq9QjOfNk/CpMjE1DsE9oVBnmgHTFcLYQq9gndAPAVIx8T2hHHd8YEdsDKRcbBPQC18s7Wuzyuf6goWM6AcjtOMtkMmB+VgUYeaNZZrxPqDY9yz6EbMIo9QjdQZT0UxZPN5PvG4HKH0A6BageYb8ozZryBE6FjwJfSVj4mzI57kAfKHYduyAsGRz6hIDD1psfokhCpK4F6g5HNCaNLjNlR6Ws2l2+2qxwmgiB4qqDyCeErXnAG3/8WKZw+O8bgDNh8J7D9IqDaoaCozIDrKkY+odCWLxiDa4R2BIwuM/I548Z/RwFv10hfZaBGS6k4cAADzSqjOCA0a0I8aim0X+4B8y0OijMfE3zOGNwgdJW8Ky+JEhrcINQbDNdSUMrtKgMeGF0WHNuhXHcN0A2kv9mcsHKBMT5DylfG6BJhdoJBXXwnnwq9C5U3dkA+lXeaNY/qukOzwdh8B3DjpYxyVwXZy7dcK3L1uhPn8F3vuYBiTJhvifwC8kyxL3/XGypPajRl+h1T7vWGPOvqyFfrO7BoUHLG8vwBAR5wTZThbshwjdI8mQCbdaFbVhMG14DJGUY7lHcG15zQlYHhVcJ8K7AVPpf2RpcZ+w8A5a7Rh1FuC998CXCeWs3yna5kMYZtQmUzjkTBji4zxueiDBf7hPkRkYcwmdXA7CgHI5czxtpfOnzJy8/iR/+fx3D1ZTnqLY98THC16BZA8GxHHAwBmxTyCYVxD5LrgxtKo1WgXmf4AhheITidzGZHWY1iQnVTnmtVVtkBo0sii/NNxsoFQXx6ipEfCD6uEfntRvEdVwse5S4Fw9rkobF3GEEPdgPG4Go0TNsRgzoKcux1YVpvMopxlJm1Rxl7D8n3XQuUO6z4xWfChI9oUDWrght1wOyE3QS+6r6z+P43X8T0pOAIAEf+zGPneQ6uBQbXGPWm8NHeKQ5ETqgFBjcZEz3MzNWiA9tVGZeD6zpuVKag/c/mCNYNOw58TBd+rhHdcvRtjO0XUaCxyILQpRvIeyb3puezOVDdJNSbHBcnOm66IaPYd3BNNMrqdQbngJsTVs9HPWOL2JWLjIN7pT/1hrZTiQyXe0LTejPKabMi80Y+kblpcE0GerPGWHsU+KKPO4fvOP9E0BlhPnWMetMrfrawENxWHwf27xN5qrZND8p3mg2PbOqCbpA5UMZWuStznemTfCw6eHiV0Kwh0M51cRFc7oreCjx3Ss81GX/ZTL4/Pyrj1MakjSkAGFwD5kfigtDG1+A6Yb4pY5ILxsn/Cuw8zwWarv8lsP1ilbEhhznJNYSVxwmcabtm9BdCo6wWOSgOojy4huALxru/8XWH1lq8oxsMiOgsM1/QauO/DCnO+TPMvJk8s83MW0T0swD+tZ5zCCL6VQBfy8y/v9TmF0PCpNg8euzD/uX3fk+0+gkgT+CMxeCiOPgAiBAqA12rSqokwIlikpUEg3yiaMqoFKhbXBmw2SCpJyyPzwOCTzCicsFr+RnDHZ7UMIs4cCZ/ZzOWlVVH8XnEyU4MShWKmgLe1Ck9ujh5M5lhxOA8utdY6WDfDMaafo6JcbIqcXUaXUBMDAKFweGtb2R0IaTuKfIEdmIk3Opt4gV80wmaWor9myceGSYwMfIJ0K4on4x2jkGcePZST6ITuvmckdWAzxeVtQ14U+LmtTM6aOcD3q5dlLvQn5aC3HEeJyCw0sopTYgjfoavujtPViWuzGvpG5JnOcrDsmwFj3Iu18gT8jGjWRUDxe4FPD1Fr2gmeBkerqVoOJvniFS2EgMvsHmJ3uQJPotymo5Lk4eUvwauocTLsXgvm8mkSz5Z1bI9m9Aj+Y7hCU680OqZsv7b+D8xKHD9oIbPY/vp4sFw8za2KBpKlPDFjBXBQSaEW3QTixxTOvaDmJhsYWEcs2P18Ih8MRCMP5+L3Btdg9cXgGtZ+tQyfLU4VgTfRN7Ne6UesODBMz75OP4A8R6Z9zOVAzF6DtEL9pB5KxrC8ZVCZJ2WaFjEvgc+Khyms+w9JtXJjGhwFInsma5J8VN+pN+xMWrvpLqbWOTbPKBBZ+gYp07GLXQxtUAfQmx3ScZt7jDUTFcxiX433gEIOoE6CvS6hTa4VYZcSzg+KnClqW+hp3m7Urov4O14YfyZ7jfvVjZXepeLvEpp5zoWxwTH7wY+QNpxXXQ82HdSPizre0Yi/8l8uUxfo7GNJSbRdbaQM7vA+rUQ8Qqe6GSSRJR118p7+Uw9qOGDwFe85jV/kKSFBbijnjU7v4+ZrxLRT0HOqLti4U0iOg3gqj5+AYvn+p3DIecXqnfu3wHA4Mw9/B3nL0S3LomAtKuMckeIbithQFYx2YxQ7hAGN+T6/n2y+il3CcU+MDvOwVIvd4HxOWGka9SzpgqxGWnojYH8AMGNXm+yGFA1qVcjup3nRxnVzWRVmLpOSVZSw6vilcgmulpZE3y23uFx46+RrNgRvSCzEx6jCw7dUFZKALBynjA+yyAA+T6hWRd6AOJl8aWsgkaXGPOt2J6s8gjNmqzC0rCYGWJf+dBZfO/bxbPGeVSirpYV8+yY4OBLNRhYjAUbAPlUVvyDa7LiI46TQrvCKHaFPuUOoT4SR0d13aHelNXj+l8CByopWS2K8vhbPa58hKy+jX/dUPlgITbzVqrXdXhNPFVrjwET9QR0Aw6eEnF1y/ViH2jWoCEUVcCqJJo1Wa3WG4zBTQpe0XZF+N0OxEDNLH0mAAAgAElEQVSab4kHDpB2ZsdkpZ1NCL7i4JUM4aFaaPeVD5zFdz1yQb7ZiqL2hchkcaCryiOMwVXC7LhMGutaAna+SZgfExk6+ZYGlz4yx6r6r6cnDX/hd7kd5bSr1GtGwOAaYXoqyqzTUKKt2gGgWfdiGHRJKEb7kx8Q6k2P4VUX0hTMy1kcyPirtgnNSmKwEjC8TKg3Rf7a1ShD5IGNPwf2HxAPYqGnklqIsx0C82Me5U0Xxn8+lUmi3mC4BoEG47Miq/mEUO4C0+MyBr78JWfxA797AbOjhHwCwAGTUxG/4RXpe73lUey5MCG1IxacxjI5l/vA7KjJPjA77lFuO3AevQvBI3kdmJzUsRfSInSsrAL1lowPINJjcJ3QrkC9KsZzMYzbVZGJfIbgzRxdZkyPE6qb4sk0T287YsF3l9QDLB4+QHVGHj077ZotCqO3AACO/Blj52Gz3pPw3ShOlL7QxUJgZvSEjy4QvuQVZ/Cdj10AZwh9LffEk1huk4T+E8+RedaaNfE0+gKBR8W+fG92jJHNxKsLSFvwoieaNUaZRD8sHcS8TM2GLX5IogRj0aeph9rV4rHKatKFgNxwLTA75sWD6EWOwsRNQj9ficGfTyjobwtpZnNZvGd6hsX0lHjCfEE4OMeBd4DIkoTXVY5PSlvljui44kDmw3rLo7ohPGpXZNx96cvO4jvPXwgsKQ5kLK49Buw9xCi3XXRSZIK3eSyzCSFX/OZHZHzURzpQ7bD+bvnO+KwtSoWnpj8AoLrJ2HtYeFpppAOIujqbiRetHcZw53xLIkPNmnik84Oou8Ww48Db6qbeK2U+MJmx7xf7GvUo1Lt8xQV5bFdkrM6PeoBEJsxga9YYW28nTI9TSDcAZMywYwyui8488nbxxALRwXM7uGMbDIhohYjW7G/IUS5vgxyL8vn62OcD+Gn9+2cAfJ7uCn0lgN33lq8mHxEDwuca1rpOKA5k8hOXrAwcV5PkKTUUGLv3kPy4FoBa1vUmABamdYO4UsonongtZs1OwqmcyaCvNxj1pvyEWLiuTFubgEgGjqsRvCpZTTLAdTXnC8bkNIf2fSUKuV6XMMDq46LsZ8d9ENx8LKvuNN9pdizOed1AFMHwKmN4VXBZPe/BGWN2LEpOsy5KyxcIiqNZkR/LWcpq0hUNwk82lQl69QIjm6mHstNVJBOadS8hmSGjGzLKXcRQoRrTrhYFUOwmk1QGUEOghoRvU6FJNgfGZ4CVJwgrT4g3YuUCsPtQBi7E0Mqn8mM5J4arL8SNXe5LyLYdCU8mJyjwtas45mu1JOGJRo34uYS0hlcFT7snE5as4LtSjPxyV/pTr0UvlWul3+1QXOfFHiGbifJy8+h1yuaEfCx0tTAnkny84kDCkO2IMTvKIYzWjuJq3sbE/JjIZLPCuPLyQoxjC5XOgZUnxLjwOUvYdxQN1ZCjQfEdQMbVyhOS42F8pZaQ1TJZQMPZxZ4sLtqRyPp8i9GuSHjUdeIJalZjaCFL5MTkysJI+ZjCO2AZu6NLBC4kdWC+qeHDIUIuqYWss7mMOzHk5TuTU/JjOazUAfWGjjud8NsRodwHJqeFhpxFWe1KSVugVnSOLQjKHRe84/UmY3xG8M/m0lfx9CSGmuqxfALUaxLKbEdiXGQz4f/smNDZ8tAk/0gmDsu5KQ5UD+lk164w2DHaVcHfZL8dyOJxfFblccBoB2KEEIT33UhCXZwzONfQnRpw7QpjdJEwuig61hbETMD+ORd0ZzcUg390hVHsS6is2ib4QfT8Bk95Y2kG5qmTcbuQt9TIOKk3eCFfLUZENLSlRpCrZdGRevXyKSOfqpetFSM/m1NIAWCnMjiIYe1ym8RIVJzWHmN0A4/hFdVxXvriasL6uwWP6qb8dANZGFBHuqjFgoeS7N3GvF7Q1BFgcJNCako3kB92wOQ0Yb4RjWoZ69K264DhVcZ8U8ZLPhZD3tJ4ql1JSfCVesy8GEtMYtysPiY/zarMfQf3LRooANCVIg/icZM2nIbAfal62xOQMQ7ulR9xkkBCv9p/X8jP9ASFFJPZCfPUidFb7Esf63UJ/WZ1TCNq1ImRzi2SwyqGaTYDRhcJs2Mc0nWyKYV0h4BHKbKQH5DczxDGK7USSatuOLAa1AauJuw9qA6LPMoqKM73rgH27ndBF7tmwfF7C9xJz9pJAD9FRIbHG5n5F4novwF4ExF9EYDHALxan/95yBl27wYwgRxU/N5BJy5bBfkKaFYQksMHN0QBAqoQOvWi7VEITfgVBszd7IX4xpTZEaG9mwMOknPQanvltniehlcZk9OEztzlnQjT6LIMqnYtKtBsRpKP4ESo87HikEf3tRkvab5IXYnCm5yOLuRmNXpg5lsy+Zl1T7pqbIeyYuCcMTuuHphNBpNTF3HMtZM2GdWNxIuiYN6JbCauZzMUm5LhS/H0zDdk1Ztu6Mgn4o3KZnGiH173YOdCfoOFjeQlyVkQBRdX/ewQPSwrjGLPJcmikpdkRjAgOUDyoqyMyx1bzSWrLA1/NWtCH/M8UueQT2SCG12M3gVfiTEDprDhwcKGq+dJlSrhyDs7jE8KcpxrmK1hdJsIxikgisOMh3pDcyvNLssZjglrjzF2XiQTmGvEcJhvqqLLGdWN6DnqBoy1R4DJSULmCPsPJPI4J8CJUi8OCON7bNUtMsWOF5LuzRvZlXGCtzHhcwa1wOyYGEBGt3YleoPB+r9NqoSQf+Zq8RBRHW4BkHFh3mUAGF5jjM+qF5NF+YZwIkRux2eFLyG0DNLwqKy8j7zT49pL5d7gOmF2XPPvVMYAhDy/biCGtnmPTJYmp5OwDIn3CAD276HgfazXYy4SwDqpA9svYeQTFzwm5Y7wuBuIF9VW/fMjoiNy9X4MrhNq9YRRI4ba5juA/fsTT0ol3sHp8ZgbaTic+c0WFz86B3XiMXJzQrsqM27dyDd8oQsBNZ6oVbqpB1ImIKOdjLHhFZHx4BSzcJsXo9kmYKPX8CowPi30Dh4FDVvlM8CXpBN3YmASB/1t0YryuiS8NytRRkOaCYvON4MiTa0Im1VaWUyZ3rKwfjuUHMF6I+p8zhBydNsRB3eHydT+/WIgzI7FXK3ZcTEk9h9QmTkTjdBy1wEeWLsA7D6fg84odA7KGgmnybhI+rQa5bDSPMD5UdGPGVHM6VX8Rhdl8VmvidcnLOYnYnx2FWNyUmgyULmbHgd2nw/ASbsH90e+Dq4TZkclVO52xfAFRIanJz2yuS1wGc268kk9n74Qo8c8bp3qr3ws+m56Mi5Wqm0CjXWuSsK1qxodMiPn4B7C8Jq8M7oM7K2K53R+lEO0yRdAOQGKPQY7wuxElAuQzAVhE4fywRaD5GUxYZs4AGh+onju8rETI06jNpwD0xMevkMYM0I7zR8dxIVETKMA0pSpZbhjxhoz/yXigcHp9RsA/uYh1xnAl71/HxEF1WkIYvUJ8WRQK0pqdkyS6AEguwjsPszoRox5FgeuhWPakSi/vQejixQsSqxZFyuec4ZTZpmRYwZUTBxnDK8Q9u8XgTYPgb1T7ghu7KLb29Xiuq631IPQRryymTJ/KKtgmxy5EKWSjwnzIx5dRkF5dJUYIPlYlFI2j8ZpN/IAZcjHhGN/2uLS/yCdrW7Kimqqnj1JXtXQQCZeFMv9qLXv1Y6ELIs9gmsY0y1aCDtZeM12xQLA9gtc8P5wDqw9IkoDiMpJjEJgcF2uz47JwAQcmlWPYoxo2BTiYZmcYpQ7ThOurT1CU3m0Q1FQ3ZEYihldlnfA4ok1HnUVoxsCcJLI3Gh/3Jyw+S7g5ofIO+UuBXd5bQqgBW68OENxoLjlcfUp8hMTurO5rBjNUO2quOHEVonNGqErPZgYvmTMjgjNZ8c0DMtxwpiclqTj/ECu2yaHkKs0F/ltR9Ez4XOZILuKURwkIcMDQrWtK+hcwmkrFjo9ZV44xqryBxDlVG/KRCs7kymEkInEQ1vuibzkBxTy5ppVFj2nYQbj6/iMTEaZEteXCH/X6yLTgxuE8TmOu1C3xfDJ5qL8b3xIzKkbn9XJZle8DaZ0fQF0efSmMixMp146J++Uu4yD+xDCfOWeTLDNmjxjHvt606M8cJicBNwMAHHgkXhnxJOQJxt4sjmC9wOQEJbJY65pFN0gLkJN1sZndUxCc/tUfq59aAHqJG+mqxjFWPC0b803Y+jP6aKw2tENUy1AjjTpXmmnmzT274dEIXRCzWei+7IdTa0YRSOBMzEcLNfTJmczxptV47l40AEdC4SQG2xG3ME98rdtkGGKG1HA0rfU6xGNNGkzV15PTyjt1GNV7Eueaz6NG7qKA7nmauG/tdtVqjtUtn0V831dA9X54kEKGz00PWR2wqPZoIXcrfyA0I0Y1UWVxzkHGRpcl1yu6XHR3wfnYn/aFdWplRhqlk81PRn5T10M+XUD0bP5ASGfEuYjHxag6U73dPNaOXGYHZPvzE51aFeyMI5WLjIm5xisKQ/lLoXUl24oxpZrCJ2LG6GaNa+GvHjXsxmFBH9J9UDYGGA6aH+dMbzk0I6kD+SB2RGVu4n8ZDWC99360xQAk3jh22Ece+bVDpv69Pr0lAfn8n+aswoA4zMOw8tizEv0AWFOJB89ooKfykKtdJgJ730Z5z5zENwO7vRu0KcVWFfiIR8i00lZd/q4eUwk3r9fc8gmyaoSOiCnolzmm4Rszigs9+OI7pqq1eNTU7SsSVb1zark6tgOKdvGLuEtMcIsRy2bIYQAOeOYOzASgWhHqpCaRBCG4kmyVZ4pPVudirtYcmZs14mFrfIJ0K6KEK4/JlI6PxYnzCsvz4LSa0c68DRnJ+ychIYVEAeS7SB0NSTEti7eDwvL2L1in2RXV42wG3V2lIMBU2yTGGr6TrUthlI3ZN0lpN1pZfU6vEroBmqQr0Y5mB1jVDsE2zwSdubNtFyCU4+U5VDNCfsP+LBbzHXARPPjQoJuLosAMypcTTI5Zl7CDwWhXZF3hlcdJqcY7Zp4JuMWeJGD+VGPzMVrgHhVpyfF0+VLMQDRxtU9dYR6TY0KQig34nOhz+iCAzvxqgLA4Hr0NjYrMVej3hL624LDlxx3fUEM3d3nsea8cJBhQHJs2ImCsgk7n8gDbSHejmJf3mnWWcehg6888qkLuyC7SiYk8x61azHx19XSFnmgGAOT0z70Z/3PGOMzDvUGFkslTGQyt/CvTaTTE8D6I5JPKjqAgsE/P6pG3CguTKwtC/e6WsbV9AQvbG7JavVAJBMaZ+KpE5rGfFHbDCAUFCPL6FruiWd69VFg93lJ6gLr7kM1GPOp5EAB0J2eMk7KfcmpEzmiUIbDFj8BSHHNJGQ5vifuis9mCGGoEBaC5NWNLjvRefOYywkA44rg5iJL7KKBxzb2bTMCA7CSLBlQ6C52dtFLJzdVf2aM0Q7QrKqsbsQNRj6Lxqt5S2UHsoxv06nH/4iR1Yz9c5nudAU6817XMVQ4vEqYbyYyDDFOh5cZzTqFa+1QDC/xxMUNO5Z4nrVCYF9x9PS2svCrtgmzY3G3ZT6TBVnYTMQx6b4biFNhvikGYrNGQR4kFSGGH83DaKH2fKrzAwOgaDDW65LH5vY0pUe/k820/EQtub8xUqK5m/fJvBlyKyfSp3aFQRpmNFx2XoDwPXYxnQUQw6S6IbynPBrNNpc1a7oT+mr0IjbrCJ6owfU4LrshMLjBmGYUdsYaTE8x1t8jjpLigDC4bkY9odyTd+eazxaiWlPxok5PaYqBefY11FmMtZKARqMANeR1xzW1gner887wsnhXrS0rF9MOxVkzPsdhHjebwTVxt+th8Kw21kCSG2QC60tZsRVjBMPBwn8+FyXjC2B4jUKiZ6ahnHZkoUkKbl3XSs5VueM0xyd6jqqbhOmavjPBgtvZJtlQisIGG6vBpp4WE1gLVbhaVuaStGmDOuIl3he5Xu5BhVGUXjahkPhLtgIn8bR0A2DvPvUI7Og93XpuXjLq1LM3EcU130Iwonwh3880r8MmwHo9lkmYHeFQAsXeadY4GK82aCw/i3WVMrgRvVrTU1KOwUpx2Go3JHWONBm/5FBzpxiL58G10Rgzz1Y30JItQ1nxd+ZtyiVp1jZUmMfD+McOwIoH54RsbKEqL3k7B7LCajWvBwDG90gidzdk8fL6RB43pEQHO1lxlzcthiTyQFo3Kp9F2XIzKWVxcG/02MIBbiJeV2rE+LEwOiBerdFFMXDb1ViSw+mGG9mcABQzigbeWCYZk9XoRZD2gje5jTJs+UXtijw3U69oNjEPAQASBWWGRbVDIY+OdYXr1cAKYSsSQ8Qms/kWY7ty8IV4vfJ2cYezGaRtB2AUv3NwTvhvY82S3IeXCfMjYuhKyRaVKZ1AslrSJDwYPBAcm3WZYCenhAauoWBk2nb/wVTHyzER0upaFnNaoSvyIhrBvpBJpboZQ0vFfgw9ci4Tnm0IIC9egazWXM2L9n3RQdlMFjJpOaJmVRPhNxjjeyS8ZAbW9IQZrYzBlFDr5Hj0Txi7Dzq4uSbbEzA5obpm1zbDyKRlC2DL+aw3dbPDDQp94lzq4hlO5jUynV1vyfMH93Bob/NdDDwki8bigLH3sHmzZMGVzcUT16xzWBXuPOziJiU1pk1WB9c1B8xyvtTwMt4D4i0cXI910tqRLNCZEGrzGf7mzc5mwKyKBnqxlyzQLPcUohMBnRO0dI7d6wbAkbcxdl4IcEGhpIngJwvzcptQdNGImx9hDK5JSYxmBZqSoobuUPQm50C+h1BfMNONYl3FOmZF/gEZY5MT6tEaRl1Tr9lGKBLD42ws11KvS1mObCIbwKzkBgBwwZgfVZn3iwn9Mm9FQ6W6KQN/flSS+AvduGHeOC6kTue81Q1I00jjbsDYfVgNs1KiYQDgK4/BDReiXtUNChtRupEasppiZDow3bRALaG6EY1k16jc50DmgW4ozhcA2H9ASpo0G4xZyai21fGy6nEwJJl3KiDbj+kJnEkpkNvBHdtg0EMPPfTQQw899NDD+4ZntWeNWAoqmouUM1kRNiuEo29jXPvrCEUk4eOW63aQuNgnMZzQjTRMkxQ1tLw1WLw7CdlJiI/0R667CqFAra+AOVNYDY/PSB5QdVM8JJ1a3K3mdDUDwcd1FLbhN6uyWpwPxPt1/K3ihto/l6Hck9XA5LR800Ih1a5Y/LaSqm4Q6q24wpWiivLbXNU7L+BQqbpZlVy7NGlavBSyY8zc5eW+ejL3Zddhp256QFelVfTU2cq+XtdaQZ2sTLsy5i91pXgwcq26bquedsQh4Zi1Xpd5Kyzx1xcIhW/DDkos8tjyFJp1lm3fWofJtoCLUGnIZewkZL0a8yFYN6CQ0rG2sKETOli5BPNq2W7ebC7eD0uyD3hPCcPrDF85Kf9iycKXCNNjkrxb7orMySkNjPyqeGKyWuvKWY2quSY2s3pBkxMrfKmhXd2+HopvbuoO3W2HrXd1uPJKzR1Kat21K7E/gIwBqfeHhVB5sS+hoeFVwuyo9lNfkwRe9cppPTXz4lm5jmwqnsmNv5B3tl8YQ0fURi8GAAz2ZGwVB+IttTDD7Bhj5TxhcpZDvkiThNIkXijh57B1f0/C1GBCsSfhKMt1sjwwX3lktdNduvLe/KiGyUhDK+O4Ll49r17RRsKHoa9r0etUbyAkO69cYNQbGnqbEMqDuGnCNohIeEY2ewCSw1WvA6MJaR3GGPpKc3NYHRoW+m5XdCzXWhxbcdt5npQzGp9FqMVoHupmVTzP2cTC+lHuqdUdg4wY7oNcK/c1PORiyFc87kLXelNL6Oh43XmB1DLzOTA5jVj8uRK6NCsSipIQYZRJn8d82mxGgHpt50cYo0uSw9Ssx/B/N2TZmaieuGY9lnLZvx848QdzXPyYCoNrsRzKwTnBnTrAj2SnfrEX8xdB4sUZXKPECy1eIdfqrv30xAHW1JxWZHLlisgAILLtc6vHt5hj2qwxRldk81s21VQYQHKg18XzWe7F/Lx8StGr1FhpiYifr4Ru3SDmzPmR8KgbMlYuAtNTiV7Xun3tms5xRUx98U50eKp/ACCvZTf/fFN3cq4iOtm8Rj4mBMcx0lOMCdsvVE9YawVpFYe57Cp2NwUXK68CTyGaUm9y2AkP/VyzKl7b+dFYJmntEcLktOxSzw8IXc5BR+djwqk3d7j0kRmKPcE7nP7ixIuWTQgYxLEM3UwRKgpwsoFmxBifu73/7FltrEGNi3DcRCl5S64Brn+obF2enIrKw81l15K5sgFx+RYTwuoFj+0XOD06JBp/2YxQ7XBIJA61eo4B1OgW6iwqymZV6i51Q6mJVEyAueVedTLB+kxqfFm173rLKoYjVBa3XazsJLxjYcQbLxYpG9yUGmm+lAFpOXWA5DaVO4RsCtSbi4aLbZfOx8B8K7qww/FPOdAMGGuPEcZhVxNpJXadPJOJwOcSDpVNEjG8zLmWF2BJfrcJa3BDcoKk4jmFMK99x46iScuRWCmGwTVgfA+Qz2VjAiC8qjegR49InkA48qZSA2csuRCZjqhqW7ena36R19pqQJz4Vx+XHY/1UHPZGgJXsuOyXhd+hPxFp/mGmiTrkjw32XUmA5ZdNOqNn9NjknPpCwqGyt5DMlnLzisOu0G7ijE/YsnXqiCUF8UBoSEWvI9GQ7tZEeN1dIUxOSmhysp2cA7EoKEOuPniDPAadtK8trhRI/IoGtEy+VhYIB9LDtt8SxL9602EzTjsrIZSDKGGTRgFhVCnqwljrT5PXotBz3VDC8c8U6/b8A/ulfwQC28X+xKSZgJQAJTFhZxMZATSbxnvZPe1TkArll91a7+zmYwZy02xkjnlLqPeihs92Enuqxl8zRovGOHtStwgUe3I9cmp+K1sTth+EWPlCQ1VHY0lM7IJLYZ4NhjZXPoYcsYAFBMJgVILQMsGDK9qXs/9AEhSQSanFgsZT06rjrtCGJ/zQXfkU6CY4Jaj7vIDkYH1RyWcNj/KcdYiySnMpxK+DgV7K5VZksVIVseFpOW2WZ3FRT5oaYZB0gYAq3HVrMXq/YNrcmt6SuTRyl+EEjEzTW+5SZLvW8jYAGTH6/YLZPDMjgKt9pkYISXGl2IwGO3aFYQd4k2SS0s+ymw3YnjCwvFVvpD6nj6XTRQu5FEB5ICjb/fYeSiG9XzBoDzuCuZCEuoB6fPBvcDoKmH7hdHAW31cjnmShY/tIlXS6YKPPIV6bOH7Xsb6/n1i7cciu7LAsc1j7Sga1WAKmxs4i6HvTMuoFLvxxA0bs64TWmZzWcC3Wrexuql1DSE4y0a6uGCTjQUiB5bCInoYsE1jPjkaLZtJCoDVpTR5HN8rhrtrCKuPixMjm8fvXHl5FvLzQt4kAOw6NBseXACjJ1xCUylrU+zLcXKzY5E+zbrH8Epsexnu6AkGTzdUD5zj09/85bJDCUCoHu3i5Lu81fuW3Ris1+zUgmxxb61vMlCemOfhPU06Wqpyxx2BCg+2BOrcg31UYGCAPYHSau0MuJzhm6SOxRLe3Dq4soNvRfOTY3Anz7vcg5lCH+QBBmUM7ih+X/HxTSb9ZAr9XegnlB5W1ZwYvs5Ahcfrhg/gWw8e1esAHINrJx4eYksfFDpkkltCjuHVxUGOQZmX9pQGQURrB+QMOI79S3jCrRMPZxZpShT76usMrujCe0EOSPoQyK2nGtg3KPMBP1d0QgvD0/DO/WIbnQt4u9yDHOAbaYutgjlxaMv6wQs8kmf4EBkynhIxvnr4IL5t/Eign59noNJHeVcaEt0qf/bt0HbrEnkmUO7hDwq4lSbgwfMMVHZBvsjxAr3Tfgd51G8b72ipyrvRXOjAAT/unNDc5EFpvMx/w8XwhmOhnV+knSsEJ3K80FfuSK4xwWUMv0Qf9kJrUtH56upBfEf9HnStC/wQfsl938h4BBN8SwvtuJyjTJt+Sf52juF9fAdMYC8TtO8EP+urb53Igl6/RVY4tue0va510gZUvoxmgHhqklNV7DnDR2SYpU3TYZniu6Q7g8zpb+c8OuVZlnl4JukbR7qBOOoGvZfC64YP4ttnkthj38+LDl3nom5J3iEn7XjlkfE+8FR1ALml90jHayIfwKJshrlk4VuJLIc6EHGMLIxn0z0u6qZAu+72uj6cgLA0FwGQdsouyn3CV9Mnvo66POClsm88tnuUMb568CC+df/ROCdxojcIom8KpVPj5G+dx9ARYLJmtGMSHLslHJP5JPRHdRkRB1kHRO7ROFDVRV1g77v4nWU62TzIXnDwc9XfhRc5Vp5zG12cLucw7nwr4xcAunkGECOvOnRGs4RGNtZ9l8y9SzrKcAFkDoEnPPb5X3/3nWDwdANlHtVKvcD8FGyyAw6ZrA/5GxCFkyqFrnNBCabPp4pq+b4pLTpkMrZ7WSJg3sv/vqJb+mLvetsaPORwvesIWcbhnRQ35zgocZ8aa47hqxbOBq9NClV7izJ2zod27T45RrVSK01VAQ4WaR3pkPxftQvvcNlFfBS/rnKB/kTxurVj30gNBsPZOQ9fuQV6L9NyGT/5hnxzQQ6GTbjPgza0T4QwKTIDbSuKIM87EAFd6Ra+YbjYd1IclmXT7h+Gt3OMatSE613ZJTRZeBTei0zEfi5OqOk7Ruc288iLLrTfVtkC7rfw0iZ6x2FyNrytzeU+eO9uuQbE8eXLLrwfaUKL/FUapWPusDHOJWF5TKQ4pjJ3O1ly7DEY1gs4LvSnIh1j/hZDYvnvZVxuwZfptjKbgiMWAwjpWLj1eaNTOn6Xwa4tP8OD27eb4nkYrqkc3zKmltq53X1ixmBYL4xj4/1hCxvD/zB9e5js23UAoGG8F+WBw//LOs3G/WEydRiNTNaYI12X6bD8jeU2U9wABH20/FwqDzw8nO5Rf8QFlnMejqJON8gyH3Sjr5LQnW3SUpQXx2hcpNj8Ys+m42eBR4l+te8Bws/If75lPuamMTwAACAASURBVLAxvEw/w4dZ+1BFvUvE8OWtekj6eutipC1k3NvcnOJHZHphafzcRuYN3pvvrN9g0EMPPfTQQw899HAXw7Pas8adw3xiyTuI7k0LvSXu29SVyomr3BUe3TwLYa5bLHUN/y2EWKFhFUJwP6chnzREuYCvJ2Tl4vfsuvxBET8LVVk4kiU85YZxZeWnOdqqg4VxU1d++m320U1LuQfX0g63MZS34A1wLO7u0lYRGsYkBq8R5nuSgSnhNhefr7roXmb9ltEhdderO55nGWjUShgVAFoHP+hCmIQtsd2pW56ENmlowsLR7nbfsn61biEM4ZsM2aBFN81BGQd6L4RS07ZsdTfP4BRHnsrwalebBbwW+MAJfz3FcEKrIVMNb3PnAh2oEjyNB35ImI9L4U0WXetpiFNC6x7cODQZxxCzhrXCcwwJXQCgXItb5ox2nseQeOuk3x3BDVv4gwI06LRPPtynzAcaIPfSnuJo4w/AYvjewqO2Em2chFw1vLIQ1jQ56QjZoEM3iwXM0rFuoRM2uiiNQvjUYGl1b+9YqMrCWC6TTR8H2yPkoxbtLBfZoSVeZkn4eyncCg2zZVUMB1kYighgvxiCtPCahWIohDFvDbkCMUyVhvdSz0BXy7dDiDBJOUhlx/qT5T7gQU7ws7Fjes43LqZrAKrDtM0Q2kTCZ/n2spzCL4XJ7B4T/IgwmVTCn+T7gcaMBT4EGup9e9b4nYbDl0PmFhJ0RRIWc8L/bpKDysWwZVZ1C22HFBWVOQt3pro7pD7Yp40USQqKpVQEOe4EJ6+Hnqfzgyu6KOc6DoAkVHkIf4kQ0jMW5rbWISvFazQ/qOI7HcGZLk+KIAvRYupIGFshec+JHlj25HeSbhHSKdL5kgCuRc/xPINTT1tIZaizwIeFtBjzonYuzBNUeplTqhgmjuOIY4g87U6SQrOc7mTPG12CLWCyo+8shJYzXrBBUpkzvXQ7eFYbawamrNiUOctxSmm8mOeZCB6pIaDvdPsFUHXg2sn8keTKwCbGxqnxIUaJNAigkMlRKsaaZgFgk63G44NSsjwQNToWTDmOr6MjwNHCPU5yyADAz4S17EkGSZqnB4DrDEhzk7I4eOEYfpZJ/0xJLU+YGQfjgc34s1yXxBCA3WMZdCF/IaWVKgsAi5Nn6eMz9n+St2aZ2ZSp4uik/YWQRgfAKZ/VuAqDN1ecKA62AI7RHRRhgHMRB3c6cAN+uQd74XVoR/nsTe6gisiU1Ez7wvK9hXwY5QsaOXeOk7yHIFNM4IMcGEH60DnNC4MkWLsEP1MSJrO2gCl8NOTVUECR8MLa0HyKgJfi7Ce58CUoGRcnaJUTe8fyY7kjGYtm18xyaV/zW1Keu0GrhjEWFgg8yeFWGjHyPEn+iEFHQGY0IfgkgECEMPEyu2CYLsi68j+wYZqBjSaO4W0j0jRDVwrenuLkEejts8WJCiJvXPjw3W6Wx3HpGDzNgFImtHas+TRqCLMndHpAOCdn/aIjdAxAFzcAgvEbDFpGkjcDwAPdJA+5pJ0tBEofJmFuI//aJgc6ksWBHd9lfVNjhGdCjzB5zbNo6M4dUPnFscYif36SxwXIPANyRqdGPmXJhNYRMFT5Sc+h60gNtEhvw6GbZrCzd7nJFxZohGjo+GkeeW5GiU6qfpaBbGf3JIcfLC6WjBaWwwQILxZytRo9wk+NQ3uHNT84dRAA2sc6B3IOBnyaj9xNYl/cktHIasSh8NIvQHCxMcmJNaRj1LdOQ6pxTFDVyXfKhNfAYk7XkvFn+IVrlPBPF2phwZJsNgmOAacGZpLXR4mOvMWg1vy84BhRGpBjMFTXp/FD1YNhARx0AQLv04W7bx1g1SRYdE3I91OdxDbndBQsKuMBzzNwkuvNTVwYcKvzaWM40ILDYBme1caayzzWNqZxsbKU95GuJBbyxtLVBRMcccgD5kPasfftOYN0gZDGrDONY/vb5COk7wNhsRhw65gO3QcBAJnlHazF79l76ZeWV1Fpe+n3/NL7h9n9lisjdprH+tZkASdK+rrcj+VvHwZpO4bDYe9z0v+Qu5M8b9eX2zvsb+uTI0br3YJMpN9pl3LNDuvPsky45N2Qe3LIs5l+O3f+FrwNP8+EDB4bm5PQ57Tfy9K1fC1LeJe2m7aBpevvC1LeLH/7sLZSXLOkXwBC34Eluq+528pk+lw6Vt4XLZZlIG0PWBz3GXusnNtH7vyCHB72jWXcbDy4pbGfju1l+V7m2TJ9rc3ccnqSft+Od4eNpSzBqWMK/5PK4rK8WDsZMZouC7ot7dNyW/b/7fA+rM+h7+yxpvrlML7ebuzdjjcpfuEbCb2MNul4zxP9naV5u0kbKX+X+XoYHCYPy++kOKXfWsYhnQsO4/th81v6f9pu613Q6e8N97TttM00/+x231rWM4e9Q8TovFuQr86nVtitfTw0B1bfyZZyIg0Xu57aBbej+3KfU72zTJcU7BsmP4bT7XA2eFYba8yEps1C4mGagA5YsqEOqKWk4pBsqcnDi8ng8bn4rVvbsOvpc94TOucW/rfNBGkS43KStLQpiZNtGxOWl41Nn8UEzLSPaQKnfecwQzUmjBtOtyYEL4eDFzZkOELTJV6OQ9o3enfq3rdk1fS+JSNbcudheIfND5bo6h26pUGY9mU5yXO5TykOhl+avGzvEjHaQ95Zbnc5QXwZ78MS01PwSxtADksMZyZwJjRvW4c894cmOS/TK3xD6Xs7Oh0+PhY3Fyz3Kc892jaOm+U2l5PH03GVZeJVanSXrc+7Bfp3SXttGM+8kNzLTIE/h33nMF60bYZcv5VeX5SP6JH0OaH1GTpyC20vb0wwfizLifeEPO9uGRupvkmhbbOQoF0UHepaVHeWLdIyxcfaPCzx3b5luif0K0kCT+8TAW0b/09ll5ngM4+myeCzJSMykbk2mYyWN+6kOpqZFsZ9+g5nhFb1y2GJ/IfppsP0GRDHUejD0oYl5xiN8tz0ats6+CwmqbfdosGQjvV2aWwsb8ZJk8kPG0+Ga+TRwqfidxIc0g0M7SETv9E2RJtSQyvReYAYNt7ToTo9nUfTTUTLOlV+yz0bPzFh//A5NuV9yst0jGeZR9tmhxo3i+N7kW6345u13SYbF4wmNn6tb8v9W9gEl+Bzu80ENv8fhsd7g2e1sYaZQ/PutXjGngOGl6Q+mK+kLlG9GQdssSvnJ2ZTOfwcAIaXHOotKSibTaXuVyjSqrVTfC71WboM8XxCPVopr6U4aDhWZULwDKlzxVI3aaY4lDsS+vSl1L6anu60LYdsRugKRj2QA2yt/lmndaGsfpcdDyO1lRgn38y4+uEOTSFFMwHE8y0LDmcLpmdFgoHZVgeau7jTOGcUWkOoG0ituGZL8M73HPKJ1Nbx9zq0jwhyXcUA6TFcIzl+wwr9+qFHeVPoPV33GF4SZdCsyTtWz2q20cHNhKjFPqHVgoRWUBYAqhsO02Mdin2HNpOaYnYeZDYnTE90yCfSRlcmRxbpua3ZjEIdOwMuGNnUoRvIM/F4JpEjOf8z1iuiVmoBNXpmY3Ujw+y47midEcqbLhRntPpQ+YHIGedKp7FDN/KBR1Z4ljOpKWY1mHwRz4qEB/z9DtOLayh3HCZHffiG1MajwAsupC+Dq1mo+zNd91KnSmvVUZsWIUbATeoVmqEibftKa/cRAr3LXcJ0VfD2Ax/cGcWu0H/lIrB/nzRJVgi1FFoWB4TpEY/swIUzaedHpAYXk4wLTg67ppo0PCLtN4qD1IfSCTFDoBvr+HR1QlsdE8Wuw3zFo7rhwnE+BoNrUlcsn1CoyIP7HOrLKyh39FxelcViTyfKNakFNjnTyZnBWnCVc6GVqwmzioW+ZiQ0QLntMD8aZUI6CuT7TqIs+4TxqTgmaKIIcTwGCgDYMQbXHep1DkeFmWyyhgVBQF2whDctI8LJuavNmtQf7CwMOpKziufHPJiA4RWHyVkdMEzgwmPlsVzOd7Uiv1qElTqhRzahcIzY8IrD5LTII3mE68ab2dCDfDzXGQAGV3LwCxyaJ9YkfbeLOIfi1yWj2CPUW1Gvu1r4xgUjm0jYSuROj+fTR0stYluveqm1lgtPhlflrGDjRcMyLqilUJy43BF9nU0d8imhGUoBXEDqDk7Oyvm65U2HRmU4HJenx1SZXJisVjdFLzUDxVVJYUd+ZXOpj2Y6qNp26AZypJ2Ny2A7aATaNYTJkS7UHrMxQA0BjjG46jA95VUedbzf6+DftR7mMJFjkd1sLMdb2XfqUurZzbdkDpO6afaS6KPpug91IQGRt66SObI4IMyOekB5S17HDgHFLoUjqqZHPYptqWUWUoTMuO8AauQ87nbAGF7WuW0TmB7zcpzjVPSnHTFGWr/U9IXVX5uvM9xMZHS+7pHvuzDG6w3pWz1iLczrF840tmP4OIs8sr7Yec/lrsPsRBd4QZZicAg8ebOuhx566KGHHnrooYdnHJ7VnjV2gB/IChMQq3nvQfHwcK6H8NpqxY5v8ZBVmV6fHxHr2YFQ7hFqiqufduiRzQnlgawu6i0Oq7bZqiRk24o1VKouxTMnx4swmnUfVqKyQmcMrzpMT/pQXd3VUmnedeIBGN/bYeVxMdXrLXGnysGwHKrCuw6gmcOVV3hkUyCfRrt8fqQDIMdg2VEddrCvnRzQtoThZSfVwAE0az56dMgFTwxg1aM9Btcc6B7E1SEJPfOpvIOkYndDUkGaCcgPxJsAiJesusnYfb54/QaX8rCkkNWkrKDqgjG8pivhTeEJO+l3NgNmJzXsMXXi0RvIsUm8iuB9oFZWbewERzsKZ3Dd6eHOjMG1DO2IwyHhviA5VmimBz7bqo6hxwE5FPt6tIvSIT8Qj0Sxb8deqRfKDv4mwYkAZMonXzDyieCdTR3KnVidHmxHXiUhvkxWa4Or6sFTmTC6ji46NOu0sKIFxMPRjjhUcJfjoDjKkB5lRB2FFaUvdWU419XrKFb+7gYIK8fVR7JwKLYcqeWxfx/Bdeq1G6j3c0JAJdfcjNCtShjV6AqGrt4JmXro6g0PV5Mcl1Mx2HH0amsl/+qGQ7Mar2dT8eDkE0K1I8fIGI+aNY/RZYfxPR2qG1nw2jZrHl0lXoeuiqeBsBO5zydCD87FU2jeU3ZyZNTgWgafy9EzgFTHLw4oHJHm6ria9iUjnwFzJ/rIrsfVvxwIX267eCj7hsgBk4wNw7sbEKYnpaJ+V8nxaeE4pUp0EGcAz0UPmUfg9H/t8MTHSz+bNR/GyuqjDvMjejRbAcxOeGSzKKvr78wxO8ZYexTYezB6kMs9Pcg9ZznYWturN/T0CBKv1PyIjqMOYCK4mUO56zA/4oPHO+DjASQeU+Ti0RQ51VMnzBuvPCr2Gfv3SV/NQ5xPZPw3a+JJbdbUo1QT8glhdtwjq+V4MjvEvNWxkKvesBNr9h/s4OZyqofPGdU2YXpaPZkkbWYzOdopHmslMizH4TFWzztMTnPgua9INiyVcc4R/OTEg3JHjjibHecwJjhjVDdEZ62eJ0yPI/Ci2pYjDVcfzeJB5TNCN5ITX3YfFlrYXOjmgOsIWS0eTjtInh0wuOAwPsvwA8boksP648Kky6+UzXZO+TC4EY+IIi8RnXxCwcsmfJXj3wbX9fQH9XoBwOiCQzuSZ6anOxz5E+HrzlDmoGIvRmvsMHk7aQAQuRjfYxElYHDVodqVU4Pa1Tj+mRCO1mvWPbxuKMvHBJ/pvEWy0clOSqhuEqanPPIpIT8glLuZeLcBPQpMZLSrEPTjiT9ocfVluXh/N1n0mMqqzO/PVc8aR+UFqIKodbJSgaJWDJag5DQ8SXaOJcfwSbMaJ0VfsrrCdVK/IWE5X0mIFS5ONCAVVC8DsxuIm5WduEG7ijVMJWGMdqgDvJHJlbwogfxAXLXUiZBMT3m0Q8bgZjQKdd4PYS7SrdBdKW74biCDMZtKu1yIImo2PJoNr+FMMRTb1fhOMCo8AJK+ZmOHbCxhIwsTkp7tyJnQqBvp+wxktYQKzeAC4nFc1tduIEcmuZY0PCcD2dV6hBRTMFTqDZaQFUl/xSCTY23cXI4P60bR8A5HIhkdaj2PTydDp+HOel3D3jORi66S8wh9LkcCNRtewqbQcKMXBQ3l//Catqd9atY8sqmGZlRxu1pCBZzpMUetfMfaU/EVeV3xaFc0pNRKOIc6kYVWzy21MHS9yVh9TN5xbfKto3rOoxclJWeyxrNI7QgZO2vWjFO25ZwX5Wt4MAk9OwtHq6ynRtPktCj4fCptF3tOzq8cMbxOVK6W0FV+ILwiT7K7cSjnkkqoKoZgpX0OBlw7kKNufAkMrhIGVwmzYx7UCr7EgK88fOUxuB7P5Jtv6XjNhdeuJXSljC2fcfgOeaDe9BJCmwv97Ey/4TXC/JjIiR23M7hGGFyjEO70BaNdEf5nUzHWbWwCMlmazsgnhMlpOU/QFjomCzaWbHHB/z977xKrS5alB31r74j4n+fcc5+ZefNm1rurq7rc3dCmW7YlQB7waCxgAMICISNZGOQJom0ZecYAD5BsNQiMkSUPgIklmMAECSHUA2yMhN222+7q6q6uqnzcm/d53ud/Rey9GHxr7R3/yXOzqlq2q0luSEfnnD/+iNix9tprr+e3Yg3ZZCsMjGvnZ/I01wgNyrihMTjMafTlxsJKc4akPKz16pusipQEtJehyMfNPa7B9lJKKNlpJxmlbd/qIWVV6MkS/ZLrV3quV5erakqI0835BALkaeZ8TKrSJxkldJcnNGqdljlSYZ49DRail/KcYc61e/l+pfkwUwwztiJrVgBbUhldA6/zsQJmdKYarsyTXNMI7ivW96t8HOaK6UvyoPO3ZCAtM42rjPIcZPK+BkXqgMv3M+Kmtjocpmr7AJ85OWa6SprpKBWjLD3SKonxs/VoFtJKBrZTmpxQbvj6Yj9llJQctoLS0p+3WQFxY2kaxsPehzPuuB6HOfDi5yNe/Hw0ZYx82Z1yTR18nz9ieyFsfyr0zpSVuyPltbnuIcOS67g7pWF79lXg7Ku8h6catZdG444h4PV9tlLc3snQACw+Eiw+4hpNM8X2tvNT5S2GyGu7q/aKP2lK/tbA/Tc7EkFQayfH72jkmrrzm4o7v6kYlorJCekTeho0uVU8/cXI/aJzPkZZL9LXXrM3HZ9rz1ppSD3KFWov6BUZpmy2vr1tSZw70GMx5Y97tSZn3MB2R1wAaVYVwPaCuVoagKt3ydTRSuD7JXMnoGK9FG1QQk17ZxZxswEtd6A0HJ5/Qk+X9xNMEyoJq3cUBx8Aw0yKmi0D+53tDjPu/V3B5jav2dynpZ0nZOr+QIslOj1hTkp7Lpg9B06+RS+EjxugBZJmQDYxELZcEGGgYJscc3EBwPwTJlxv7wAItQ8irT568dozQZ7U+7sg2B6xOffZ1zi2uBZ0Z2bdrrkJuLVy9lUgdxmzpwG3vp/x4p+q3sBuY73erDedW0abxYDJiWDT8HuT02qJTk5oNfW3jEaW5yQB6I6Zc9AvKQCdlzb3KcRnz/m+hV4v2dh9/ZZic0cgSfcbTW8FaU6lbPGJW5T0gMQ1kGYUJr5BtOeBisItZV5ag2LdN5f0WKQORZFdfgCcfpObRn9AXt7erh6v7W0qQvOniv6WecAAQKjYLj5WbO8ErB9kHHyfvLC9Q8W6OyN/T1+5d4GKNwI3wrhDyTEbZswD7U4CNm8lpI4a8uyF4uADxcufE8QE5CjFEg49+x/2h3yX7iSU8Wm03pxmdfo8VCudvBcGYPWQms3Rd3ju6qF5MsxyXT+g57m9BFJHPlu/xfvNnlJxDRtuRu2l5TiqyQahx2D+lI3o5R3B1SOuqfkniu0dMxi8yfOF9QY9FQwzlE1KA9/n8EPBxRdcofe5oGcZgtLc29fK9m5VhIPlR/q6jJuq1HXW17VfGn+3pOmd38x49QfM23TpfM+xzD8RXD3y8QHINDLipspB91inzj1S9Or7GCRz/Le/nfHy5+0a3wwHQXdizbrNa3v4u8DVO4E9TXfGTwD6BQcxfyJYPaSMciOrueKG7bmD05f1XdNMsXmgWH7AfN7bv0WCvPx50leF9NjeQclhuviijiIetfG6NlogFOPalVIUXpWBNFs/GPX/behp2d5WrN/ihu/7RLNiMQzU+jgfeDjH+rma8YStlDnPLWWGJADmPfY10V4G7EJmn+aZovMcqkMz1hUYzKANq0ojSF33blxnczhcfBmQZAad7S25Yzplmljzeanz7fuHBs6ha4vReqK68gsBzk25CjugvQKwIp3G3srJMWVcvzC+N4tPg/UYPaBsdKOtvaR8a1Zi/Z7rfgRUz22eAGOUm+aKnv3NPcXkWDA1w/riy7KXJ+s9jaHMcWT/XRSvKMAI3OTlCMIkAs9+yc+yn3N7RTk9fcVPL98nvzdrykrJwOH3ee78K8D2Nl57fL49a85c5jFxD5mHedYPGC7pDxXb22zGHnq6XM0gwfaIllt7ZlZ1qt6r5lIwe05vQ+6oJbt1H3pO7LDMvKc9J27NCt6ycatbxrkBHvxtWhP90rweLYsYhpmiX1LIrh8whIMM/iiQoyJPMzZ3BZt7is09D9lRQYk70NNnVkSaUrj1B4qzn6p0IrHMAxLY+Lq5ogDJE+UmN+UCWb+lxVt49QjY3Kvvs3onY/VOZjL/OtBqssbRbg03Ky6K5kqwekuKdxFgs+3NA8X2yD2ZKA3FEWjVPf+D1dqNWwrQsLMFf6jFiyC7gHf+xiWaK1pN/YFSAmVuZBQsnHf3NnnD5NzZuYTi1YIC0xcMCblF5JuBRib59ge0iN2D5xZrCTHPqvd0+oL8ljoqZWniyh0FTu4U02eRiuNBLqGg9X0KkNAD2lCBgFl6uWFCujaKxcf8kSToLiiUARQLfvqCY1s/MIU+U/kf5pzP3aFCo5QGz7klDfqDXCzTyYkUHu4PFLNnAWlO/khzeoT6A8HF+4FJt9G9kbVYQRtu6rmhgVE81OqeBaDZ1DGkztZdS6Xg6Hfqwrx6KDj/Mor3Yf5YMH/Mwon5MyqzcWdzYBZ8fwB0F3yue9dy1KKgABbSO0SRmnFDJWOYU4kIqXosXBEV8+Dn6O9NObR+QFgGDVo8JpJIP1cMnD4XX+Za0kCFIG4qP86e8R13t0mPMLiSROXTDafjbzC0q2YsHv6A92yuApVYU/olmaK4oiHiHrzc0FPjHqV+SS92d0JZl6aKfqFY3w9FZjz4OxnLD2BGo2J3qOXcxft17cxeaPGypBm9h9vbHEuzNuXBzkGNZzIVv+1dyiUvkNo84Ka+PRJsjwSH3zUFWmhok9/5d55aaNqKdWbP+TN5JVYYQSNg9lxw9B3g6DsmTzf0orWXNDiblXtdeH9PIvdj9pyb9u3fztgeadmP6JElD3lBgY+NzcHNuy00EsZe/LCjcTd/ImUta2te74gaLbIfDaR9v+Re157RgNYGZW9MUxYAjb2/acq5idvqeQwD10SacJwHHwCLx/zJjSJuKbeOvpsRt1UOHn5fqzFzVWknSnlz8KE9c0IP4OSEDOteWg1Vbg1z28tMRvTL6rWdnFIRbC8Yvt3d5g9AGTLMUKJnq7cFq7cZxpycKI3vjLJW2gsqp9vb5sFvAbWf5ooGn47kgXuoJdGwnz1jqtPVu8qwsRWlpc6Mpha4eJ8/klAcEzcdn2vP2tgbAVjYxCa1P9wPXwQzgzys5pZq2HHTDoN53Kxayb+bO+GEJjJvLhU+nMhhyRyVjcW5+4W5fbcCmdjCMm/Ky58l0xThMpo4USptXtnkeQVxA6wfJjTnkXlAtsjimnkxzZqafW4UjXkLunNaxfT4CXO6rMqmubBcskCFYHpcLbDtbVMmpubaHSPfWzgvWygXYF7F/HHA5h5zG/qA4kXYHlFg0CqiZwlAVXwzlSuvcgW48azeYn5gqeQCkIKa4mNeJUGpTmovBB/88gJHv51x9TDg6t1cecIUkLixEJgbvCaMk+VmTV7WfLFhxtwPMets+aGPm3OxO7AqrmWdV+Z6mIt9C0yPLWT0tmCYm5WrVI7cQu0dJ68hbzUngqt3R0p4plJMIUq3u9OvveSGuJ0qLr9gfLJTbG+R73JEyT9pVlqF4E6QY/X0iAFKDnMKFvcitucMMcc1rejdIZVOAFi9l5EuI0IvmLyo1m6/4DzHjSAKx+nrKE2pqIS+elEG50eQH5sr0ts9PR6e1UiMo+NvRsS130/NK8qw/u6I311+AFx8ie8rc6sANg+DBoZt3UPUW4V2cxXoRb5t3nXL8VJRy7lU5Afkzd2hFs9fvzDPgYVbXHnrD2tYpD2jsJ4/Nev+iwLJaoZMDYfR469W2cz7+maqDYpSCiU/OV3cqGovrMLXgLTjGnj1szRKbv9WxvE3pXhcmiuGLEMPC4ubfDSFc5jTIJDRWk4Tk2mJvODr/9kfDBaKNzmndS33SwBrjn9zVzB9aXM3oYK0O1Tc/jZw+nXF8ge85vIL9d6s3naZTXp65CAMwKV5CuOOXkBtaBDOnqHk50KAySlw9S5TB5xPNJI/KUNNGT6SStcrC+NJRQbQSONTG67HNGX+KAAqLw0YCZBKN6598yxHLV5QwLw7JwG3vpdx/DOmsNj8pSnz/3Kj2NxH2cMYAgWaDd9ZtCIWaAuEc0MjaJUeLqPd5Ji8s3qoWL0tQLY539XUkbADZi99LQtWDzMVJgBX70jJoQyJeb1Q4OzLQu+t7VXrB1KQC/oDxbCwaVDSewM6BRYfSwmrh55yJ+6YP7e9x3VJ2prXs4Pl6JHeVw+rRz6uBb3li4aBfLY7EExfMqfTPegYLGKlpEeRQ3NYqhPn2tMyAODOPwBe/pxFm3bAwYcZ27t818kx8y2vHrH02vcCyVzXjHQxOuE59cOiKn43HZ9vz9qb483x5nhzvDneHG+ON8f/x4/PtWdNlF6AO79Ftfb46xFhS2tu0akRCwAAIABJREFU6PZj4MQXAlYP6Vnx/CXPG9jeppeHrlW7ZkkX/DAHhha0GEbeh90tutjbC4YxAZ6fP2M4pTuje9Vj5WNcJemB6VnNN8gtvTrdzj1R/CpzWwKyJUCHYumZdfeC3hGNo8Rm896UgoeZ4ui3+Bmx14DLRyw+GGYjz+RAyz9NsJdL4uEST/icPav5b2FASU6VAegsR2T1DsN5i49obbqHIxmO3OYew2DtRSh4XOv7ivknzDmbvIzFG0gvAEMIGvbxnBaPgfVbgtUDepRKHojRrj0FNvfpUfA5CoU+9KqWKkyYddXSy6LmdQLoXRisElIsmdtxltw6V6FHa/VWzdUIrc2ZolSM+dFeSEmE7Q9YjAKgFD+kKfN25H1BdyrITShet2hhnGp1MxTVnrP6y3H6docCgEnnu4WFHI1PGkuwTR1zTTwcGMx7rA0g1v7o6n2jUQYWjxWX7wm688qnEOalpAm9VM2lFG8gtgxreh7k8kMt4/MCHS9mKBXIKy8EANsTTas3HKB38+pRTcgHgIsvoVRilkrC4oEF1m9rzdVs6jwMC87l+u2M9lwwfQLEd+mF7g8s8X8je88n7ym2R1xj7oHBuWB6rAzTgvx+9hU7F+iFYAW6oDv1MQYMSybEX75nMse8Eqkj7YIV7uTicUTxMntVnoeg3MPZXgIX7zP/zfkkzbQUmrAApfJ+6IFknpHZ83q//oBz50U+nnelSzBnSlBCbr5efBx6Kejn1WukEYCFci++yHxfLw5gojdDf55rCJAv2gvKudwA01fK5HpwvZIOlB1X79Z8pH4rpaL76j0d5QjS2+sFKKI1f7A378fWcqh2UmW3mnessQrpxROLwBwIZs9qgdrEPOvbu4rmNDAl5oC8NLd81t0ReebkG5bPuRwVkSXj6cB9rCAaGAbkMOO75LZ68eLG8j4veX0JR24E/YIRJ8cG83O7I8N2C5yr9T2LsnTM13YczTSrnWlmz8T2Ky0VsyXPS2sEhkVldQ6HhVW8ZmD1Vi1YSxMtxTPTY1b0AoxqxY3gzm8qXv4cx7h6ywlhKT9rq5a2vL3pC8HloyrjtKmh5mZLmrRXwLCsFftxS5p0Z/TwtZdSktZXDwDJlKntOSzNQ/doFDdA04SaWmNpLozq8B0893N7N6E9fb3/7POtrNmmfPx1ahVpyhL6uCbjplkNq+QJq1racwrL+TN33Vq1XqoKz8EPOCGX75ExB6vOaS8smRgU1Js7DOFs7khZUNpkbO46UCwVEufZuGHBgQoZqXdFoFNEX0hemWkLt19SIUx3lAm5Z1XoaZugTWBFjwFG8poaBmwveO7km5Yo/0JMMdVSig6Q8cKOyfjTV1IqpHhOMH9GuA2BJQkDgDKHThJw7+9lnH4t1rBKKVnnu+ZR5ZeHnXNgiHltBQEaCWzoFX0l7GEJzmnKa+//3YRX3zJok1sUYts7VjKvZa1ZjhAXze4I6Cy/Z3tXcfQ7ivMvhZLj44Iyrpko3R/yvfsDHzfn5OAHivMvC9I0F+VqNbdrTOlymhJeQjB9xWTU7kJw+ajSob0UQBiK6U5RwjS5Ix+3F7bQBaUqKjeK9lyxucuEWQeHLTARuW48QK206k1AzZ6jKOjtBbB5wIKBNK2bhacSQC2/pVFkD5f0gquH5LVhUZ/DkJUl4ncKTKsQ90RkL4m/eldKQU4YVWpLllIwMX+q6BdUXpizWJWKtOC5YJXXHvLdTYwQ4LgnJ4KVAYDmjnlE/SH53o04yRaqu8eQPsfH8FJ7xTkJPemcRsDK0xcBm3sWRulr8UPYsvgl7BjaGXJNXdAAtOc0cqIVzHAQwK3fJphw3NJwrHAWDPW1l7WS18ftitOw5Ibuxs3mnmDxRO1+YnSuY/BqU/TjdBBuvNNXDIf2S5Q5d7gMh7LweYxbYPpScflFSydpR+towzzWyQmhYlypd0BVz9/xTc55gSE0Flw53AcrGDnm9oqJ2p7TQIOYa3h9n3msS8uNGhaB4eoNlVKXTWJ9HXNHg1lSLYyAKPMnzfj08F97Sf5pLsWKnAIuvmgDt9D6WGbx8xoW9VymtSscljuaOuZZTk4UKm7QchyeKuBrYjCjIc0zJscRuyMtPCQD5f70mPnFrVUddqd8/vYOEKHIkBJvcxBaDZyf9oKfb6asImXaAnnLU1J2B5UndkdWwe6v1HKOpq8Uu1u1WGjyCjj/GpXoNOF66455bn3f8igTw6+3vsubnXyTBs3VOywACBspVf0agYPvhRJWLA6Ch1oKcxxkvMy5ATCL9bd2oydanmwYuLZcpvv7MGfYUiiURih5SyssjEqhAfc3y6+zitn1g5HsGgEPXz9+4sqaiEQA/w+Ax6r6x0TkSwD+OoC7AP42gH9XVXciMgHw3wP4BQCvAPxbqvqDH3b/sbW5/Ehx9tWK/sy4NYkze0bFIvSCW98FTr7hOSu2+HZOeODkm7yf5+mkiSfu1pyVy0fA/CmwA5nz3Kxnh9IYZtVi8NwLja5YmMY/8rR5demwrPlJgOeqmMKidbKnLwTbe1LOLz6UguHjGzYRnEceN5ggCO7lQcHjWX5I4ahCy5NYX7xmc09xFQS5Yc6V59rkCQV66AXnX4hMeH5VFaJhqsAtWvbFIxjo5YpbWnyhH5Ghp2A++jbptzFLzxWm7pyb8/FPx1odd6Yl/yvNmSflVV/0BKB2AnA6uCdnWgVNUQxtAyO6OAoWliein3+lKrEby19IM3oeWKGZS+UtACw+UVy9Y5bmUDfbsKOi3C+s0q2t1ZjRrGGNltQqHGt3RoF89UhLVw03EjqrpPSN2PMh23MqkmkC6AGgIhUbbcq52B1iD1fPFbXugps2MaDcouS4WaRQ+bS5Ana3KPynL8w7agLZS+lzS4u6vay8NXumWL3j0CSVty4fSUmqbk4Ek1MqM4AZQgstMDGN5eeEIw4zmMdxCLUzhXcUYS5SzUtpLqVgp23vcHzdqSAkkxeJvBN6QU41B06yFRW0imAFLc4Lt34HOP+yKad5lKeSDfXfoCeKct4QjsBz00r3Chg8yRUFvkNiAJYLZV5zZKNxqTplEROCYvmR4uKLKDKoWaF4qIdZNdaoUJtifA2jsrVq87gWrN/W0XPoIcrWOaNA/xgPhV4MKkMKP5b8t4Ho8/Nn1QBOU8rfZm1KsnfasIT8fq4IpxVaBEC51iFS4k5KdeLkFb3haUpvneftMTdPS2XjGAGguQpl/LmrOdFpagrokSH3G0QKYErkGT9Tz1GFVUba/aHVUUAeJu9MTul53B1WL3mzsnzkFb1uBdfSur9I4hra3q2yCIFGFl4SJ7BUtw6C2TMaDjkCaLTMEXPj6t7kazLNFciC2anPQ/Uc3/n2gONvNNAkCCt68lYPXQ5QHm3uihn+plwJIU52R2acqZZ586jM9jYV+6t3fDeg4u05382KecIARggJWpQnANCGa/7gBw5FU3M/kUkjKGWOR1kkm+MjWcRiS0MdoBPF50IbN0T4TsOCC3v6ivzo70NsQXpgKXurjOyOY5H/Nx2/H3LW/iMA3x79/58D+FVV/SqAEwB/0j7/kwBO7PNfte995qGRFRn9kj+X71NDX3xMkFEqFgw9zZ+RQ1NHi9MttZDo7WquyBRjzder9qYvKcA1UmHozmmZrx5SsVq/NcIXc+gBW5zBAAcd0+nodwdb6KPqG2sd0h9qCRky/IGiyTRXXsHEn9VDFhR4eC+kiq0lmd44wITmrlZC9kviBHnFjdNh9a7BBuzobt7dItP2hzAvinkgs2ByqpicshImrik4CMKp5RqnQZppcS+3l4LZc0F/SCEqVu0qhkEzORFMXglOvmm4SWrnwYWYJhVCwqtl+wWraudPWLnWXoZSVTUsGfJtz8gDPm4ocPU2oRrEIRSEtO7Oq8W7eKylinV3S3H0u5mW8Cdsa7M7Iu6ZwmEwaP15devkOBCOpNWCyefzwLmgJ2P2jBvJ5ERZsbTgXLrSxMWveOf/pOnrScZpqiN+5LzJwMKQW98Bbn2HHs1sfJTbUfgRvPf2DhNg3RhJEy34ZVcPle3apHpkOtssPfQw9tQMc256wwwladfBeJuVYP40sGK2p+eEYSuu0e3tqkB7NXOa2v3m9F57JaRX91ZaKJoNw+PduSVDB4cMYCVmjlq8HNGKJ+JaMHvJ+XO+ai9qcrkG24QXTNiePg+YPScPI7OQJOxoYD36tQGPfm1gu5+3CTQqA6EFnB/v/X2t7XmkVtGFnsrt4mP3aKBiGY4S61koUkPpzYYKftxRme3O6G2VzPspzLjIgtkLYPYC6M61gLhq1HI/DYrlB5w7D+s77l6zIj3iBsW7Nnsuexha9H5SngbDCAxDNQZLiT0MT7IHpsc0psfViZKpJPdLhhkXT7QYqlArdnlZZefuFg2XNGW6SdihVsVOq2dxe4RSfZsn9Iw6vla/1EI7D5uFwSq2D1nl6h57L5opFeKC0v5MG3s3x5rjvk3wWSvqcB7uzm0eFYhedW64bV5F251JidAMc8XsaUB3Ipi8DIQP2XI9dqcGS2FKe9wIlh8By4/oYdvcIeD15JRjm70QzF4Q+Pf+3+uLAe7z4IUT7YV51bTuO89/gYVuBBLnfBSMQcP+8+rgWs1P7+DkhMaCRmBzL2NzL2P+hN5uV9TLvmzQTg6E3p2hVEg3K2sdFTgOR2IAuA9t7rOYK26qrB0W9KoRY5IOGm9z58gJbnBMjvkTBhaohMHmdahYhjIIZs+ofG/vapmzyTGsypRyYXdYq3zjplZv33T8RD1rIvIIwL8C4C8A+BUREQB/FMC/bV/57wD8pwD+CoB/zf4GgP8JwH8tIqJ6vb3t6PCQl71le0piX71Lq2f2lNYbAKzv0Z3anVgemcWOPe9k/YBKzPZu7UnZHyqShU7podKCmdZcARoIXRBGOFSrt7VMVnthsXe3AueKlz/bACETv6r0YtSyoOnqRqmwmb1QrNza0Bpa2t3K6Db0/rRXQHvFsCxg4eAZq252h6SRo0wffGDQEgsSr1QuzRQNqORt72aEVPNZPDafJrTIL83D0Z5RUds80JLPVvIrTEmFwABE7TlTYP5McfkI0JZW4uxFHffkWLE79JC2edQsjAch/UVrperRdxWvviVIhmlD2AkfBH/RA0j4CoD3kQyDM7C5sU3FK8mGpeLsVvVkxLXg7Evc4C6+aLmNbr26sBZuNo6UPn0RIFOGseZPFamrFurZ1yy/bOJeMymeI0Ct7J38LMoN+cN/+YCudcsP0gkKjtD6AQXR5j43s/Ovahl3KX03XDd/p/aKlvvu0IAhLcxAvhBgRoNg9kxx9R5Peegjbi18afdySAiNVD6CwXQYuRlaO6LStrlT5zZsgcUT5nVpqHyqEYApMt49wtfE7ojeS8ct7BfVO7C5a6C65uGevuL9NveolMb1fl7V5i7zNI++m/Hi58U2f1hvURQPF2BI7KNcm2DV0WEHPPsFahvdCQpkzOQYWL9d1/mrbwEyUMHb3apeDafh9g7HktvqtSSWlBYPoHv25x9xU/Jw6OB9VEGF03kqdygeXJsNtFdU0icvZYRRKQiJoarL97VgqJFGpAWr34Hlk2TjjUgt4Yz6Q+yt/8kJsLlj3uEt2OPU+EQDwZ51U0NKAA0u/arlGq8Fp1+3KMIrGk+ej5om1SPuUCC54/oKvWBuuYDMIVPz8qFULreXVKK7M6viF9RwojIEvz2SYuwB/Iy8EjB9Vc/znSgXOtt/HFrJQW2b1rzRy5qi4MpvmplHMVcDKG4s+mIVj873w4IdJPqlYP0ARTEib1re1YH1nX5Q6U2sO0HqKi38mk/+cAMxjDh/H68ev3pE5fbwd2sHnNU7NIDaCwvNz2u/5MPfEazfZhhWkuDh/80Hvfi5Fmr7cncmxJ6za7Z3yTMEYa5joydLiqG3O6q0o1fSKvlfhdIndvLSurV0Wu4VzFPf31J0TwVXD7lHe4i/HYBsINIOjF/GIDRYJydi6QnVUzd5JRgW5lAJCrdEhjl5KdnacRBmgGvhWtrr3vGT9qz9FwD+HOoY7wI4VVWP7H8M4F37+10AHwGAnT+z77853hxvjjfHm+PN8eZ4c3xuD/ksx9Q/1geL/DEAv6yqf1pE/nkAfxbAvwfgb1moEyLyHoD/VVW/JSL/AMC/pKof27nfBfBLqvry2n3/FIA/BQBH9+79wl/41b9ccGM83OPJkNCRt8CSQL39jeeYxJ1CQ8UPk6EmMkoSy2+RkdfBBjJKKiyJi2WQfF5pU+Qqs1qlp+GslVy2Rqt10dYkSD88jObj8WcU3CoBwo6WJWDu3Qgo6tjHNAHM4szX7mcdEXCNZfxajYq32g7P+l35vLQGMrw6/67nKLGy6doNld4iDVqsujHtmC+i5fNyz16BwKpPGd3L6a8Cw4uy+VMZfXE8dyhePx+He1Oj4dx5uMOvd+vZD2Inje5tdBg/z+dHUZ/lZovTP/QVSLLmV5lL3h73YNbi+ZbmXqGlD09HvO4hnL7mvxR+Q/2+z3nNpeQ8eO9U5hrV9cA4tL+UPU7257TwgvHlHv82lZaF50K9bsyTvi7haP47Qdwqcfqcdo3uYbbtXQ/Y9ywGpfV+Nbm4esicpu4l8+OtrsPzVf+p9x0jw4cdkC23y2lZ7unhsp3svb/Tfdyv08NxMuhe0cH43fzZ5V5GuzCotdCTmkMlKGvL7z3mS8VofYxoMD68gwTfBWVdev6nj1EygMwCGkgtGMhd5bXxGteg5f2DgcU6rSQJeX19jdcxWkuyTxTPaRIIpFdoO+K9Md+O9wLsz5ckQHwPaaS819hzXHjP10UeyQO1H/MsOl3LetwCENnz0o7vVRL4C3+gVnnnyvcYeS6L7Bzfy9fOTWtT7HOp0YTccn28NWnx4qovnnCEkdz2fcqXlqd0jOT8eG8sifx6bR5AuUzEAaYjAY79eLN8LPOnnN8it1QqjcYyd7yv2Jj35LiihO4LrW28oXe9YF+mjvMwXU6Ww989yz7N7TuOlFBuFxSxB/70n/jjf1tV/yCuHT/JMOgfAfCvisgvA5gCOATwXwI4EpHGvGePADy27z8G8B6Aj0WkAXALLDTYO1T1rwL4qwAwee89/cv/4HGBHNgdZTRXgZV5y9Fkw0p0e/7fL7UCpFo/y8kJc9kmJ7KX/AihizQM1gKjACtqKZfeHVV3eXfK/COP1XcXWqqGlh8y7HLwQcbp12uYKM2slP/EqydrGyFkVhDFLXD4vdq26eAHZILNXSYZd6fsYwgAi48Z1s0tXeO7UXlz6rRUvY5L1r2EfVzRNYZR2B2RkX/l0SP8V7/zpMxHv1Sibw8VboD3s2s3rKzzBOOQ6uJI1hvPxyDK67pzwix4yJc92BjaOfgg4/RrAVNLXt8dMoQ7f8r8l9lTKS09QqqVd+Nm5J6v1x/UZPhxaNCVVrY6qrTwEMPmfsbkJJSQ3e3fBE5/mrk8e4n3SmRyLxbIbXWJ507L9/ul0cOqv9JUcfjbrDZMM8WvvPsI/+2vPyYif0BBHWfBgrHqYKFZe46P4Z2/mfDJH4qWK8NcRYetYY6eue9nFahWFCVJXhLDcKVw5I6WRGlvFg7UVjzF4Eg1bNkfZrQXTEMgAG5VjDxHJa4JBeIV0tv72VoIWW/dqeLge5yk9QNCVWxvk1cqwCbp015IydXzBGTvHtCsBJsHCc2K92pGocjeOgQsPwL+1B96F3/lN56wxY9ywx1GTeM95NQfZrTnobRGuno3Y/oylLyeMFQatecE/Zy8YrjG7zU5FQxTryKT0tkBgEGKUAnyVAwAaM8MEsKSrJmTY8+5kCITnWedT9R6HjrIb6mKtfDYsGBh1ephbbXkoZ+4JX09/N+e85rtqGJ5rGBF4wV2NHE+07LOZ88M7sPk7fQV8O//4Yf41SeP0Z3U9SCZa7I/tPZn2zqGHIGDH1BmNwZaXfKXNvswPlXhQEHpd0iOcZuhwYu9HG7CrpmckP+HBbt4eBW7h+U8DWPxxHjhEYsxolWzT1/VVJVmjcJb7Tms/ZTPmRVHWVcUz3NyZILGWkbltobzENjJY1jwOz6v86cs1Nrd4h6VJiihdHabAP7Df+Zd/De/8bgUYKSplvDy5NggLy55bvWulsbn7AqDUrWrQaGtw1pVaCOXST6GxRPB1UOfWxRFKWxrBalXHzv81a3vokDgeDeaYakFXgSgYTl9yb3KixK6Uz5n/UD23sv3/7iuxS+S6/MA0t1B7iVZlXwB2ea7evi6VJ2q3cPQCTzdxt/J5+Wm4yemrKnqnwfw5wHAPWuq+u+IyP8I4N8AK0L/BID/2S75X+z//8vO/x+fma8Gs0BGVWxQqwKDlA26GWPACJgnlaWU+ztERb9gH81mrWWzV2t7c/D9gN0RBYHDemzvSIFp0KjEJwKgjeWjXFIQbe+iaObDlIx/+nVWiEZjzGj5Jrnj5rO5W5GpATJNmiquHkoprwboERwWzBdzhQ6wtjFe/dZgr5ODQ3zEjZTG7qSlWM80wdZyi7xyZZhz82g2Zt0YSedPmL+WOiDdsg4H3iA82uZkPVeLsB4lz+eGxR0uCDyhXCM3UW96u7OChe4CuHxEqJKtVTS2l1wcw4wK7MUXq+CNW+aPpIkpE6NKLG8Zs7lnJdneQ9AUof7AMOiKIED5O+6kNK8HqEA76nyaaulNuLnHPoJxw+TafoHSFkVskwu7WjXnY5Dec1Z4/9woy7+lYk5NTqS0EXJ6Oy8Mt+pmv3pARW3xMXD5BSbtT0yxWL+TMfTe21aw/Iifr97WAq8h2TdJV+otT8gUtWo1kkYatOSSlLw081rFtRW2zKrxQHrSINEg7PIAIFhy8LilV9kUGlap5a5WPZJwbPvjrbM01DycaD1+D7+fAURsHnAXb8+iVWgy8bo7I8p7bkzJbhTS13zIsfLnfSSbSyndFUqTcbU2XV1VjnPHDWVywiRnV449j1CjtSdD3Uy8DyxvgJHnsSbvt1e1KACg8Xj/72S8+plILMUlSpFCnliBhvGz5/s4xNHBD9h5w1tDAbD8Ko63vZQyhO1tRXdRMbXGnufO8jGDyRvnk8XHgvOfykCu1bDeSspxtFSAW9/LOPnpWplZCjOM14oRvnNIE5QuNKVB/AA0O8pINUMFqJWgUINgulux+pwWcVMLpQBYh5mKNbm7pWXc/SFbEAVTblw2eVFY7jim7qLiWubWin8aykHyixlr1qszWl/M9oKf90vScvJEsPgk4eL9WForOhTMre9lvPoDtePA+oGU+aOypmU/yh3giDjbu1r6zrYXgtW7KP1Ch4WWSsy4EUhbZd+wQIFlas9ojMSNQA4qBmPqaIyyupuyu/aKrftWe1VhnJzmMgBplnH1Tiz8pZZ7214axJRXdq/oeOlOmXuOVW2/N31phTAbyhiv2M8T4O2/lfD0lyK76zSouaTgvdOE+Hi720BrPDQ5JqZf7hS7SVXqKbP4ndlzy48b4VqOMT2vHz9x6I4bjv8EwF8Xkf8MwK8D+Gv2+V8D8D+IyHcBHAP44z/0TmbNNSv+OywA4qFVyIYCYXDJDd17snkSaBgEelELCMbtpoZ5Nq2fXrvuNODii6ZZN2ahvmIlTPDWKIdexcVndyehtP7w/pdpBqCrmGn9oRp0ARmQ9+M1qauCdneUsfCWG++yrUzu2OZJW0WwsvM0ZaBj/owM1axRQolcGGQaGYWrPIE7ddRJ3KoDDHPIWniNCw82d7kAm41tKqNWVI5HJLrv4ndQzvbC2qJc1KRNVvZxwd77+4qzL1cIju6MCsz0JROXDz6sY8jC5/tmDi/Rb21+LdHXJYxGKRbWMFe2qxnhiBETiZg7nvzcGNhqmmnpNSh+v8AG169+1pKBfWN6TBBmZNQ+qB7eEFbwDTPOa9zInrdg/pRKqvfqDD2/qy3D3e4J8TZHqaNgmT9lMvBYcW9WwOodhno0ooR2/F2HGaENSoujFtAemJ4ZDlJGaQPTnofiod7ezXvh9ckJvZTdGRu1u2LjhkO7MqiSad3YHcNMhlpBBpiQNKVOG7KphwBZKJGteq4W3XiS8HDLLOsrFstw3OTHq4dhD9xWoxkSthmHngaRZJRenM4f2qBgpm0OaAiGnobf5r6FPna1QCBGA0Q2Eg1zbnKbu1LSJABTeNUSzh1jy3h4cmwb907MA2v3mlm/z0RDzfkTID1OfirCe0g6LYFa7LAzPMUCLrtmAUO/JO/Mn6IA+3plZLJ+jQ7JcvkFABcobf6Qq9cmDKbYW5jYn7+9ywTzuKO3bHekFd7AZcdKcPq1avixot3gMnryU2seYS+uInSS7EULQpJiaDoOHMDf7QXn4+ynABnomXfe6hekT4HFsGNYeAjXeNEVxo17UKonibxd1y8CDc3S5N3eKxvUzfauFh4aZuQBrk8mtgMmO5XyMXWRa9wNSCsAG6aWnuGBmZZrbfLKwGwnislxKO/D+CP3EZcll+/x3Q6/R++gVwY7gWafREyPrchijrKP0QMtRcl1Y0QbyqDQ0+ulcR/2xz3x/bJ6EXe3taA9QFzBRqFv7qzf72l1vISBe0OaskI4t9Wzujugp7075Zp1QOPzrwAvf7aBtlW2uOK+uadW4U9PcwFnBot7Zi9Y6JEtWuXH4mPF2VdJu7HXLbd1Xm46fl8oa6r6awB+zf7+HoBfvOE7GwD/5o9zX8etkouq1UK9P5+FN1+5QsTFoQ1B9La+MYGTOzkl4WlJ85wksQpNftG9LkANjeaWQiEYI3Wn9AAQT8j64JmlNTmmQimZwtH7jGqswndzj9UnJTQu3BS74wCZoGCpsUeb5RPIDd6zaN6YoAh9KIoX8YKA7H0fj6rCIWrWh1VXOQNKouVeFJkRw6VOgbkUwMBS2fVUcfElWINrRfDSfFN+3R3v3i6gWq0IwItfQPFWaLCQmnlMcltR4Q8+VKzeEiwem8AWIJr3cbBKXedw/CRjAAAgAElEQVQHrwB2T8rh9xUX7xve2a1qobLfoextCuOQcsgGmHpoQnSiWN8NpTG49wa9eI/eqd7CTf0B5xHgnGrYzwvyv7tzEwKtI+dLwVQbEOjVCiiNmwFCYVx8KePkUDB9XsNE2ztayt1TYDPlM6sUnT2z0Hmg8Cmbz1qwvZcQhoj2ypRbDxWMKuvai1CE7rDghkDlh54yDzvvjgyY1zDlJI1C7WKbntCjWCSWmFVtwKnDvOZdNha6mD3jxuDh1twqwYVVSn5PAcVuUcIs936jx4f/Apnb8ad8I/ZQMz1dClXBo//tDB/+8i00F6MuBnPnS6usNDmDQ85J7ji+ceVpa83AIRVpHuAG2i8VuhMMC/KIK6ZOu2GhxTsCmHIkVnF6v843+YeK/uSUm/c4fOPVpZ5aMPeQ3XtG5xnMOK2KXXfOHrM7g1dx+JdSZa6w/rsVP2uYMzwMGXWTAD0p86dikC5UAr2DQUkvNLnqvE04EhomhMOouX2bOXEW4xrY3E+l2wtAg8PXSRjgqc1YPKZR0R9kxFVAeyElvaU7g8F7MBdwYopA7mioicFvCGqXAE8hIbxQXdOTU8XVI4NRUkZLfJ7ElFnCRxltDkaezF0FdncFJs3MQ72j0tOsKoyLmkJz/mWLNLjivuVc7m5TDsfVqErbjGgPXXs6AUCaXX6BPDd9gYp5eZixOyJE0+Jj8qfTweFIHF90zKu55ftpq8BaihevP9ASWegPKtC4olZlJgCQyqvnX82ESBJzMHjO7wjLU0xRnz3nNZNjxfG3KG6mL0a9Tk2BDDugXYUCXuz3YeN6MYNZaz9vZecK3+/d+MwtcPXIsSS5Nlxn0EYLMPtNx0+6GvTN8eZ4c7w53hxvjjfHm+PN8RnH7wvP2j+ug5pvtVbaK/NiqQHIihSkYq/s6ZcZkgJmzzxmTktp7C3yeHreWt5B8j56VXtfPhFs75qnJyoar6wL3tLJwqDnikvLgesPLOG2AWBFBQCQpgwnzZ8EbO4qdgfVK+Egj96fz9uiLL8PnH953xtUEsQHANGSHY+ZO+SWzG5BHLPJMcOuBa9oau5xBR78eo9P/khTVP1hQSszJFpjjhXWH9Dq8B5zaaolRHr2NUv2vGWWl1lJzc5bFWlJLPdr0ow5MA5OPPuEA9jcszZGrdLN31ar/+pdWoard6zl02LkEbRKWLUek8UrYq5ueudoqbo3dfGx4uRnDLspKhZWi3z+FbCNUC+ljdXsGc+tHpLv2guGl4+/ZY9pcwELHabsrNBdVF4YFkBzafhAB1p4cnNfS/KzVy4xtMFQgEYm2XtvPj/cU7G9V5N7WaGFklx8+T6QJyTE7iggrphztTvKhR95HXOUQn8txNMAW7dKd4CUvBTLXzGst3FfwNyxCiw1fI80z1C7n4eQsgCTc8Haw3WWU0i+tH6f5oHg3/R85jiqoCwhffPIXAp682o7Ft7uUPD8n26hkTRw0M3cAt2q5ro5sjoAfPwv3iodHjw/J/SWx9TRO1d6pGYUMM7tHd3rB5tb8n13Ur2jnAfSt9kIEgxZ3r2Sh/Z+ykjBGH/NvfaOP9buqgx68Hd7PP3FFs2a79GOgXWtewhzOlHeJ26qZzz0NYWkVyEoab8vJ93zM30R0F7S01xycrwiruf6dv5JU0WzYogqKL2NHnnoDzIkScmFLWkLYt5Ba/0jubZTWr9FfMz1fQXUKkZHa8Lb/ySVUoHYH3Ic3sOyWdNDB7ALhzaU0ZJRoh8ysDCquxTmzN5VoEQrFJOXbG01LGv3gGGJWkiilqBeKgs9imGy41xGiP/0ynj7pu3dSm+x3K/cOqqAlmfFrWD+ieLsa1WWbO+SbgR79qpQ3q89QfVA97XTzr3fzDj7ioXfTf54CBLnoSTXXz2irE1ze6nzWLzmMdUq9PZCsLlHT+uwsIiH0WhmHSzSgp5i7zjEKnpg9okUjLcrb9WX2Ne6eJq9o8w9ezch1uTRdxM++SO+jkIBd97eVQyeQ21yxYtRRAU7w4Dz9n058j27k1Ee7qhVGxEcKttrq4g9vfu7o1zkSHc26qhww/G5V9ZKXBsoi9mFTrOq4URt1IBgrU2FTdbhDzKOv8mEbckE0vXcp/bS8p0mFHjDTItiuDsCkKmwLD+03CRwYrvzmgeQJqGUHPeH3Hj6BdtVeMUWDN5h8TgDOVhSOk95BUlzKdjd1hJu3dwR5EmulY6jEI0L+2HGjQSXtcKlsXCp5894kqzeZ0jl6n3Fs19sIUn3Nu/GmpeHbQ2pRAPk9N5uzdWoV6VQkZ4/oTvdq+V2RxRMcQNcfimjuZSSK5GbmigdNiMAwlOD64ici/aihuVyZO6A0zJNam5KGIDmXJAmUipDfV69OtCRxl1B395BAZ4d5sDFl2r4L08oILZ3WI3ozabjRkoDeKDmGIq1odEIYEY0es8/aa+YzzQ9Vpx9zdvV2LgtwdkrJTWyg0Kz8YRl9pzFpiprzE0zxPNZbafSXhoYpperK0GOgfqOrJSTkmPmuWJe4Za6moczfQXkO9am6aD23o0by/HaSGl07e8jg+W2XLhCGQt/3//7PT75Qw3aK6uidkiNAEyfE1S2WVNwejuuzX3OQ3fG93RlCKJoV4p1S77YmqLu9O4PgRQctJeXDDMziILThsJcYS1mUt08gVooAyEwdppY2KwUGLEfY2/Azo5aDzAhf/acBhmURSdOu2bFwgPJTAovuZJmzIS+hlABJsYPc9KMfWNH1dgBOH+/QdwwEXv+pOZD7g4BNXBrSF3fKlwfGigjkAGUFlEsbopbe6dRXhp6C2lGhk89HDx9xer66XPm6BUlcDBwUQ8BDrVd2DCn3LyyVmPRKnbTnNWXu1FydjXIUELX7bng4MPKQ1fvWvgq1YrTegOUzjHbO1pyEaefAGnKNS6pQqUQ9DxYwnlV0ACUEJ9v7snGOX1hcsoUf4ba7fnRjB0rikMWTC1kt3qndrloRyHNZmto/HNYdwzdU0wPPlCcfh3I04ztXaPdjPmM7PGLvZZlzjsOR+PzevVOKH2tS19Sm7/7v55x8lMRQ6iKJZKng5i8aBSeTw4Ak42gPSdKgzbkM1doN9Yb1PMrSzsmg9m5emTGzRbY3Dfw21cBw5JdV4YF9vbK7sxaiHXA01+q+an9QcbsWTDQ28qPw1xx5zcE51/hPps63cudJH9Q0Uzzmu6wuW9dMyys6SkaaU7A/f6A8nqYa+ldOg7t33R87pW1MNSclbihBbB6W7F4LFi9PYZr4OZy+x+yd9y936B76KM/2iIk25DEUK+Dx5+5kA6/R0bvD1Bi4Nvbtvn0gvMvK+ZPfVRc6Mkwx4ZZ3UwcfZvtOKQ2Fr8doK3i8lFga6arUal9ZCJw9so7m9H5M0V/SCVze0drMitQEOPTtLZAqQxIJrx6SKZ0T6H0tExyowjBhWHNbRoWbuVXpTBuaOmlqZa+eW6dxQ1zNkKP4oni+7CVld42i/+qIsqH3gV3rbQFuMBzB6vUARxCC6BSF9fMFdnepjLsFZehJ21mzwJ2t2r+Qr+wtlJLKjP9YVVAK2YXCuwAYBW5qqVdUupQE6BV8O7/foIf/Ou3mRPx0vM7pLRXSdajsMChrKnEXb7PpvDQCqOBYPlbSqR3mLWWYIqu5VCkSfWMzp4zObw/pMCaWN7c9g55SWNVzly4eT5Ftmo+55HZc1aaNtu6UbjSs37Av+eP2auv9rpjC6LdLfdajLxAiWM9/D69BLNntcL38T/bjNoeoSrdneX7bLiG5k+l0G7xEXD+FeawxW3lk7hl43fA8opS9Y71C8sB3Apmz3UPbiAkKYJ5c09L/1xJ3HBDX+EUxr1dvY2Md28AAAzA1XsZR78luJiQBqWC1O0Yu849Sq5Ibe5RqerOqkxjSx1+1qxr7tDqoeWeRm4QzVqK0rN6SOPN2yitH4yge6aKg+9TkQkj6BVAkKJ7NR3yxtjRFMVm5VWZvNf8CXkgTUgviJZ3atbM0WwvQoExIh+h8GCaKdZLFCXF274Nc3qG7nzMa179AY7VOwRs79TN3lulNWsWhqQW2LxjU2H9O6cfuXfO38ciBN6GaBDA5nXzgD1F41oQ+8qnYQek24qhAboTKbILQLmvt0fyyANzocSMP8qJcUVrUY5XrFDUSO3G4YP88OKMySmr5zd3GA0oRgo4L+dfJn82RnPOJfNd+yX3gtkzKRWXje0zuWFBmnsevUiKvWex1z3k+Ovsyzx7xj2k2UiJchTcuIAyJ4Apw4EFKrlRdOc1rzBuyLfb2woBcOvbvObkm7auijdbMLM2WFuL5MSt7BnnrkhPjq0zh9SipNmzQKU+KmRX6dZeCtdCrzj67Yzjb0iRGYzUUIkUBcJasHqXm193FrC9nbmPn4cyX/0tVNiqSyB1FT7k8gsjY/SG4ycGivtP4ph84ZE+/DP/MfK0lnf5RGirCNtQAPu0UXQvI9tcjF35g/B6BcKG3/fKEL+fdkpJm+RT4LfaZHTPG+zupfKZmMXmIHoF9NFcozpJCJfN3rjb44jhMCNsBOlogKwpRQs4IChgGvOK9EcJpTmtKGQI0NZda8J3j2Ydjp7jQKGSBBgEOuO4ZROgnSJeRCAo0tGAeEKuS0uW2oddwK88fIS/9OyjOraokB2VzbAOJcQmfYBO2OBZJxmysveZ7I9FNhGIdY4KKLECBZIhSaGjDMIihYXHxKTQIKwi8iyX5ut+6CRDRryAYPSaJMSzBmmZKo23luDaZXQvGuzuD8YHfB8MgrgOSItcF57NNRRslDz6fB9AtAIEyy5AZwmyC+TBWYL0odABge+jjeLPvPUIf/H8A2AXyj0lC7Qb8z1D2D5GFJ4LpNcy1XE5ewdUeucqSLTT/c+TwPEadJrQvmrQ3x2AUZWv85Mo156KAjbX4Zy8Loljlm2oSnGrmLyI2N3JZT0BQLiKUE/Qba7x1sAeinmihQcBkF6hKkV5lsjPANIiI2wCx5GlyAlJQDpIaM4apEVmi59NwK+8/Qh/8fRDjEE3w2rMQyieyjGeo0ZFcx4xHA1lTjwESD5hGFqcbwHSLQF5luv9xmKmZ9hnD3hXbXOMOuLZKmcKzfyeBcBV+PmCvLfHQyYDCqCogyRvKEtgOGp7YN4292Og43IYwKhKnSPZGQ2jco7Dvkz4s3fex188/rCum0IDrheCpEpZ42peHNlS/olK4SHpA3SaIOsI7TKaM8qz4ZBl6tKHvbkr91NUubULZV4dzHc8B4XeBqgKoILiGi/l5QDZxgKwDozoaB5d0rfOEbKNv81oz8nDReZHk+E7KbRzul6fu73qQ39nH77NyZ+9+z7+0vOP6udtpnycJsDkR+ETX/NGo3GBAgLnHK3RYgQuK6Mqee1Ge/AgQKN1/MNoXgP33LL+1ubJnJk8n9reNdgc+VyP7lMUs2DpH74UnX98rA5uC+yPAcZbLsvWo7Wm9i5JAN97+1Bkd15Q2wyX5Dvfhz/8D/7cjaC4bwoM3hxvjjfHm+PN8eZ4c7w5fh8fn+swqDSK8GCDGMaARfanCkRYeg8AIop0EIr2WjCyVNDa9TkHxJgQQj2nZsm5uZ4d/VYUIWRoDkgHPdrR/STkvbFkt7SyIATlsxc9Gn9OFqRFYPgxA5PJgGFegVv8OQCQrVihsXeQoEiJ5/yJOQvkliKKIqugixk6akUiwmfmHNBY5vEwRISQkQ/pw+6ahDwb9p4FABIz4t3tHg39vXEItA2tnTREnjdPXrZm28HGFEKGCL8XQjWjcw57/9d54BwEUaQhoHXrOSjfTRS4BcQxH7gXMShUUWgodn/NATof0I7oKyMcpGE+oG3TiDcyVMkDk3ZANpqOz+1lYNvcyzVa+TuJ0SCngMavH40/L4UOnKDolru9836982oaIp2Ro3crzwLIn0aPsiZu+C5srCFmqApSCgjjdRQysvF7VkHwdZEDVDnWWOJ9NrYuoYlaHRgLKePMKuiXgqbJyDnUdXnQF34Wo0Ub6zWaBU3MZW0BAA76vXYwQQEsycNt4P3bkCs/2RijCvJ8QHAP3S2FtBnd7Q1yqmPKB6HIGh+DBKcpb9c0CWkZ0bi3GEA2yz80tMJj1LIOCs3tJ9g8jXk129/Xryn8mMMej/m85FtS1q6/rwLAYd0YghdaKKDLwHm/1j4np4gYKq3D+Jw/66ZzOSDEVGUmgBBrTyxdVtnMd1VIVIRFjxB1f52qIMRU6DJeTUG08I6vKaDKljwfyMMHjEGO13sdV6VDkfcq9b1MpovJ7yLf8Ok17teI0zpm6BKfWntaxqyfovl4/tMh6dc2qa59m1O5Ye8br0uXfUUO5jqGpk1cszGjubspn8cmke/tXdV43e/H8VUa+bhDUOQUCi2z70s+BjtEsC/r7D4h5nJNuc6eIwKkw1Dmz+f4+h7vPOXXjed5LGP9el/DIsp9c+y8zrI3dhFAj+p57uVASrInh0PMwOh7uiDfRafXa47PtbKmCqTegLkANF1Cv2oRJgkiwLBpECe+2QryukGYDch9KC7PMEkYdmw2GaKiX7flGgGQdhGhS9AUkHex3m8XoVEgAch9QPY+cE3GsG4RWtuI+wBxQZACEoDQZuRRSCM0GXnLcGBoMnarrlwDAMOuhTQMZ+St4UPNB6TRuNM21muE39OO4b2+bxBG7vu0C4hdRh4EO2uVEKJi2DXQXUCcD+g3TWGs0Gaknd2/EwwrslWYMizhm1GcJOw2vB8VNYEOfH+xNdOvG4QuIWtE7gNCmzFsG6OPIE5tPgBEcy0Ply1kkiCB7yJBPacVecN3UeX1oamLK/cBcZKgu4A88FkAoANRVrkQBTlH0hdA7iNEgNgl5FUDeJK88YaHKnZDW+6Xe/KGNKaAbmLhLc1GgyYjNBnpyugzSQhRCn+ICPpLJmyF2cD7XDYIc0LNpxSQNg3ilMpHumwRlz3Upnw47xAPeiptRgcAyInP15b0S9sRD/cR2fjb//d5zGpjC4oEKeea6YC0apjb2Gb0awdtAkKbkK5a6HTgsyyUL20m+L6tPwDoDejQebZftwht3dg1C+IkIW0jQ/CTVPgEwk29X9m6cMG7CwjTBE0C7QOkzUU25p5858/xI++avbGH2YCkAm0F/aYpvK9DQJwmrgvYpiVAvmgRlj3UNplhYBgkJ8qIaOMBgLTqIPOB/GjrCuCcQLj2h2R/O++vW25kbcKQA9QVv0lCPzRl80xbPgugXOyvWsTlgJz5jn4uDwLdRYTZAM2CweRJM0lIQ0DqA5ouYdg1NcwXFcO2gSoQu4zerpFARcPXpMSM3uZIugwRxZAaaJIyzpwaKihRkTbN3rvqNkAXlJPDTiD2eWwy0joiN1zDaR0hHqJqMoYhkl+mA9K2qWEzX7MAMB1IZwCxo3LttJQmIw1NuQaiyNtmTwb3W9sXkq/ZqgjoJiIuKI81CYKtr7SLCG2CInDPkZFCt/U9QpB3QhrY/dLW1qQC2jcQB2nfks4hauFNweiaNnO9rhrA0ls0cS01bUK/Ndp7FfKmQWwyEAT9qkW0tZmGiGHdoJkNZIGxIrirsiXtQtnnAGDYBIQuIe1cvqKMIfcB7awnX4GKIgD0G75TbDN2m7YYTKqA7gQSTSHaxir7XE753NvaayYDhj4W/sq7WGgnAuxWVWaPeVuSIO2iXT9WFvm+Es0pMpKdUEHqyS+qgsHTKoIi51ho7uPxZzkP3nR8rpU1gAqaHykFtPO+WKLtfFf+FgGia7iTtB/KN4slq6Cd1esBMgA9QYowHYoWH7pEL08KaKa1pj1nMqUv5GZa7ych09LMAU2bq7WrgnZBLICcA2JTUSRTChxD5sbp75BSQGxzsbzb+a6OQaUoH+P3q/dLUBXSbuQxjE1GNmuGgqAeXJRUhFobg6rQa9NwfFBBOzFPXR/RtIn3G3ke2nlfrnPaRptDMQs9Oqiljbk92BXLOTb9nnehnQ70/gTlhptCER7NJDEFKCrats5DbFKx1gUKNPVd45RjylnQHFT8CVVBMxn2rElXLJwH3Ssos5GFHBTRhIhmQZx7qSi/EzvORVYpc0vrF2gO+mo1AmhnPdLAjaJZ9vTs2cDj4a5Yz7FJRSiGJkOaXFKh2vluz9MRZwO9AiEXQQlQlsWyWSYMsc5JnKW96318OQuaRV+e1di7uicg2jyqUunz5wBU6BQovK82B3E6VI9069nZYjzfF68GAEg3kI+7BEwG86xUDxdUuE5srgCgXezICwC6wy2GPiK2CSKKpiM/hTbTYFNB44ace0aOtntrVsy7oHbvNMRyjZoCo9j3kvkmJAA0VtoCVVZxPhJyO5JNxu9QKc8CTNYZ70rgueKdawC0PT0vEYCj+qsgNqZg9ZQFY+9VnAxIpty00yqf6PEaynfHcw4AMXJOyoZlMi4PofBAuVdLoy52+zTIiTznXhR/BudRqow1mVbkg8lzwOSlz4N5UOLouth6RCBAghTZ5B6ldjoU3vV1UXLMlrnIh7F3WKZcW6pSZLUWGUR6hpgRJrq/5xhdcq739Hn1MbYmp1yuj/ecdlFlZIz0CKYUqCCN5FZszFsqVS77HLULkxPm6fU15rwMAGFa9zCgzltoUoma+BhCoDeyaTk/qShYbmBw73B6j/e9IAqZqjlmRvJWXZGq3m6///h7pGXYG3u5xtdFl2wd73vrQ0Ov6h7NjUahzaN9aX/PirY2w2gf1iTo5iNMo2vH51pZm3U9fvrhs099PnYDv+7z62771517nZt/L/xyw+c/6vfGn33WOK9/7/rn15/zw97tpvtdf9+baDg7ex8/ff/Zje920zM/K0zyj+p43Vh/2DXj4yZa/Kj3uOmdr9/7sz67af7Hn0/P3sM37j298dwPe68fdtzEUzfN//VzP8p9/1HR4aZz4++8bu5e9/ePckzPvoifvldlSzB1xNX6AAX9GvX3+PyPe/xeePif9PFZctWPz5Kh1787/r6fm56T1z9Lttx0n/Gz/nEdPw7vA58dIh6fH/9//fofd3yfdbzuedPz9/d4/bPkwE33+1H2oh/3HT7rnp+13/0o++0Pe/6PIrd+nPPXx/7d13zvc62sAVWI7h1y8+dBqmC9zoCvO1f+liqgAaAx/IqxoL7p2XuLY/Rdf95N77A3thEPXL/v9fvd9Jzr5wrzvuY713/fdNz0zE9958e43/XjUzT9IcfvZZN7HR1+nPvdxEOvu/5H/ey13/0RaD4+f5NS8cOOG/n+Neeu3/MmXr6RJ29Ymz+MDjc963X0eN07/J54pDxjlEOpoX6mYf/39fMA8uhcHoFiBcnX/tcbP/+Rx/p7vO7He8aPwa+/h3koNHgNn9z03U/x3Wuuu0mhHsvzH3Zcl9vja1+nuPtYblov43d43f8/rt7/WfTKkLJn3XT/1+0tNyrn187dNO7r9Ll+/fi5N9HuUzS7Ntbx/rn3Dj/knW46PjVW+fS518nk67S4aUxZasTrU3Ow9903x5vjzfHmeHO8Od4cb443x+/b43PtWdsMDb7z/MGnPlcFQtC9ePr4nEhN9BxX1nyqUkTr39nyZvw744rRcaWfVwiK1GvGz46RSZHjKpYQWFnquVfje44rVMbjuX6M7+fPFdGSI/K64/rYQ9BPjXv8ntvQ4Ldf3N87V2kzsphGVXfXK3au063m7pEWKQU0Tdq7n7+H03B8P88V8zwnH/v4/tefF8ZVdqPq071KQdT5bD0H4Xo14WvmwN8nliozjmvwYozI+R6/S6kouvacbSSf3/Ts6zQcz4c/ZxjCHr9en6Pxu4/fQxVomlGVHFByNHKWvbE7n36qQtie47T2e9ZK2rpertPy+pjG7+fPHq+Pm/hpPBa/5qZ1NJYZYz4vVXevobPP4/X1MqbjTdeO/x9Xdfrf17/r9/Ln5LzP02NaAijr/3X3GcuI8Xh8bYzfqfKDFJnC54VCN1+H49y0m97Zz7l83KtUNV7/7Rf3X8un42fv0+XT6/86b9w0luvnnFdvmrvr8mMY5WTtVWhek90517X0WetvPJ7xerku/8f7lM85Zc3+fI3vl9J4bvbvtwmUL+P3c96+vs5ft36uv5M/k5/t08XvMx6bP2vMc2NkgLHcG8un63v5Z43tJr1gvA7q/jt+Hy1rzf/368YyfPxePifj7/ox/u7143OtrOkuYvt0ju6Yi2ZYZuROEa8CemvF4YCUeZoRr6xyZpkxfWrXHCjSPGP6LGJ3NyNPcrlff6DQLmP+YYPto4R4EQpgrgowf0Jk/OFAcWTIy+dfAoajRADeI1ZwtucGZLtUzJ4G9I8SkdMNzFJY8IewE467USw/4Bguv5QgvWD2NGD1fipgfs0VUa+bi0AUbq3vmmYEII1rtu/IraKxdx8OM2Qn6M4CNm8NBeQv9ELw20GYUJoF3bGfA9ZfGDB73EC/EbB7zHYEjkKe5hntaUTuajuuySu2LBkOM5ozturwcTeXQlrPFPEyYDhg4me8ishzApPqaSxO7DTPmBxHbG9naJtx+DsNVm9redfuJGJ9O9X+lZY/H9eC7kyw+uKA9iyWNlD9ARHeNdR2LN5yZfP2gPYkYjjIBFc0UMzFbwlOv5Ux+zhi83YGGq38NM1AAJrzgP52Klnz7WnEMEK8TzMtQItH/zDg9BtsP7N4HHD5hVRQwicvA7tgLBPak4j81YDN8QzxIuLoO8CrX0iQJOheRWze4kuFDVHLc0dQ58kzTkTfKPqlYv4kYP12RthKQQjYzZSo8QD6WxXk1wFQka3Ca6hdGTbvZYJgKls2ORJ5cxnYXm2RMXvcYHs3F9DN+ZOI4Q7PNWcBwzBq/yOKtOTajGsp4NLNaUSeKjQomsvKuwDH1VwGawVXQazbU1bc9UcZSCCwqQNcB2DYEiB6+rxBv7TQpIHAaquQnm1xtncT8v2AzdMlezYeshPH9GXA+pEVGBiv7SYKZCCuKy9MjmPpcxnXQiBugD2GLwPl1ETRnnUEJM8AACAASURBVNk1kedyBHYd29XsjnLh5bgVLD4SnH89FbnVHyqGZUJ3HDEslK3nfAwzAgDPnwas3sn7nRwOyXMOlu2yKeykPBMCaKto7ByE8i63ROT39aWR/NysAtugNQY4C2D2uMGwVPRHCYffabB+wHkYlhmTlxF5wi4Es+cVUX84StDDAHz7EJt3BjSXscx3mikmrwJyw9ZrvtbjlrzbXIbap9JBezvSIa7ZAm37NsfWnlE2qctF5bgAIF6FyguXdZPdvpXw1t8UPP3nMrpXEZpQenmmAUT7n1u7NaP17k7muj80AOnTWLoRQG2d38tsNXYsuPwCxzd9Tvrs7ieug67ycNywheJwK6E9jgTKBQgGfGkVpwmla8bmrYTmivOzfTCgPW5KZxEI15Z+JWD7Yl4A14dFRtwEDI0izzPmHzToj2zfC+zQsLO9La5qN4LQs0MD+3Xrtc/ZNs15r1Rw2+++UyAqDr/DOV895P7dnQq2d0nHQgelDJNEoOCpy7oD7v+zJxH9Lfap7k5DPTdVTJ5H7I5yabnX30tAAmafRAwPMruLmBzME/JBGID+FmXuWBb1A9d3akb9qAdBWiaEbWBLvsOqnMVVQL/4/6myBqXwcyHTrInMn2amvFjLGYDCNHfWpuIylB5djoq/uZ/RXggGGTVrHQDNAet3qKiJAmFTlaXVQ5vcXnDyMxXvJqwC+lvcgCTVBuvLDwNWb3NBF/RsH0MSbkYKTF5GXPy/7L1ZrG5Zkh70xdrDP57xnnPHvDlXZVa52lU92MYgWcY2YCEkWxjLCAnxYMk82Q8WEi9ICMELQtA2YB4s+cHwgGUZELMsIYzM1LLduLuru91dVVk53sw7nXvGf9rDCh6+iLX2OXluZlZlVpfVvkv6de/597/3XitWrFixIr6IeNPyQ50wy/f6ZsToUZHG2s4psPoxFcXzV7OrvVwEbrTb3IDDJqQ6bcEFyU5MzwaQ6nF6Qd/qTLB8aRD1dxGwuttdyhDfbitmDwJWt/iu0dMild1Y3aXyJI0VXk/FrFmvsFjnLPT1kWWZH4NZvjuWUkmKwFGBzSEV1dHDEudv9mmzDBtufqGhwqXIikUsWOcxbKyO3B5pN3pSpKLz008CFvf7lJVdImlaLkKqBwkA568AsiGfSARkPRAeBTB5UGB9EKn8Gk37KZWNYhVSnUmfpZOfIX+MngkuXu0hnSTFaX0roj4J6GdWoioCYRVQLgVHP9ehuGDJl2Y3IiwH+dQE2P+VgLOvAc0+527rB6zasbzf4+YvCZ783ADHsWG5nWJJxXwzqMIR1oECdhKhrWBtxaTLC0Esqdir5ooe/SRXl2j2otWJ5T0sN6Psa7BgWte7KqQM/P0kK8BxrIh1RLEoUC6sxqKXMlsx47/T2ddkfSZYvEzeCA1LFBVrs2S2LNOjpWB9s0tZ4X2DKVYBWx9EHH3bytEooxO7eSDvCrB8qUdx4S9lCa3qmHPbmRAulpRHN35FsDpgeRqvnxo6YHOrw9b3S6xuaeKvYiXorM5qsbGaq16Fo2NE8fnrrEjg6z90guqMc8sKEGlaUZ0WKDaC5W3yan3MWoUAy+v4YaJoQiqNQxpQdoZGUJyGVH8Xwnq8zTY3sNGRK6ZAaAKqBahoqKC0ihGbA6ZUCauA8zf6RIPqPKDZiyg2XOOL+zGX47KM+O2Wojwv0E+y8lgseeCLJWV4nDodQlI4Y8kDk5fWijXLiG32Fc1+VmZZvJs84uWeNNiYtiJ2frPA4iXlpm7zXawCHv9+zgFLcUlSBLTUdHBmnVD2be83BMffYrb98aMCmxsRXuVg+52A07d6FOuAsJFLh7W0Z10E9NOYDu6bXUU/YQk86bkmXHZqBSCCcqajkgZQ8Wt2I6QQhFVxqURdsQooGju89YJ2x5VZPrNeBPQbwepOPgiHjocPaak0atBE/81hB+kpA0IrrGQAyhk/xHtNU29ev1sLypyLV0mg8RPW0PWSXRqQDQFPBeOnirM3Kdv94FWZUWB5v0OxCpg+CNgc8F31ccDmMGJ9p6Nhwfo2/qSAFsDqpR7VceD4Zq6YshRdP1KUF2aMsOVfnXCP7+eKyYMCq7ukXX0aEDrSuR8B9XGBZs+iV+t8yLiu/a5W1kKDS9rz9KHi/DVaKja7mmooAkgnOSg3Cl/Q3RSAcAG7oBxbDbJui5NTnAXUp6wbmIitnJit9xWLO4LWEvZpAS7IVjB+Yu+Yu4KkqE8E7Q7rv3kx2fqIAm91SGaTPhcx9rj97e9z8/NnoaWSN31IZQmiKM9c4aDAKxZZQa1PrA+7SEWPh6ef2UcBF68qZMX7+wnyxlmrlboqIHvIJZMUWN2iolQsWQdzs2+L4FHB4uNLpCLJPmfTjwVnb7KwbrMLBNuEu8JKAbUsRu5F5rspUB8VVqAeiFVg/UZ4PT4KrrARjJ6xiDbAOqPtNq0GokhWyeoMmH0EnL5pdVU3gt3f4rVn31bMP2Qduf6mfqpUULESlGsW/HUeWh9GbhRmyVtY/bjRETe8fkKB1s0V8w9I0+VtlkrqpsDk4wLNbhZgWz8MaGd8Z7m0unRW3L08K/h3S6XcN+/6LKAbKy5eFiAqRibE5x/3WLwsqM4Dnn1LIappTYyPBMs7ilgrtt8VxNrcOstcdLpYUMFyy2jYcIwNeNhwhXXyKLC+Xye48auC0zcE0tsh5X0WSh4/Zf3WciOoT9mH1S1NtLr19zb48J9nrrnqXKAS0Oz36LZsbXlpnVXBmpe3I8aPQ7JwdGMKUS3Iw8VGkkIXC2D6SHBxn4eR6cecu+VdFmdudoFn37I6jhcB4ZZg/LBEfQ5cvBwxfz9gdSsfsEaPBas7LLw+/Uhw9no+xPUROPk6rWzVWVb6pePhZXXIupvi6X2Wpuz2QNGwwPvaNpl+HDH9uEC7pYgFMDJZ1+xaCpCGimuxFpRWMJrKI2vibm6wIHfyQCn5avJQ0M4pkwCz7I2M301Ger3T0ZFgdVtRbICdXxecvGVzdiyspTql0js6Cqkm7eomLf71CeXC8q7N0YzrTTrKAlrL+J5iEYAbLF7ebuWSQa7ExFKp2M41Kc0qHE91wbW/uqmpZudyznqX0gHb7wjO3uD32z8MWB1yfNU5aV2dZQWvH1PhKdtcHg4KTB7S4k0LI1Ir1oJYBNZj3dJUw3J9gFTUu1oCWoVUq7LZprIUGrfuh7SWmj3ywuiIlrfqnN8v7nFOuykPY6PjkCw6EayDnQ7lvR9GkCxU3Yz/T3U5V+Q1hXtCnAakM4RzX50XKFd87mYXmJ4UWN9ggfLNjZiUeh44abWUhtYqwJRj5WQVDYAgSSENDWV9HEcU6yLt5Zt9ysdqQcvd9GNJ/LB4SbG4R76I0Fx7WzlP1SmNEM0OaxgD5OdmHyhPc21TzhH3eNkI5h8AF68oxke+V/Ld4ycsCN+Pc/3dfgJ0M0lltPwgwLJ9QAHB1rvAxcvZq1Uu5J/cQu4IJIALovUNFmSlqRXY+UHEyVuDU5tFehQbSQxWrngCjyU/xcBNVJ2xgDGCKSGBFikAGB1zcZ28DSDmjTtWSpdBDaxuR5SLkIoYS8/CucUaFMiHfiIocHFfsfWuoJtawWH3c0dAAnDxKrD7W4q+dgWG7of5g4iTNwNGx5IEb7nkYlBzr9THkszv5UpQrKgAacgWLygw+SSgH3kBZE3CulxRyLgVpT62U+iU1oHqTEzhRaJrdSqYPKIyFK2IOEDBpAUX2mZPkzIKsL+jJwVCQ6udF2SvTyjc1SxlxVpQn/Oezb4mxbmbKGKV3TTLO3TTjJ5SqEX7fn1Tsb5JQeYWjfPXjKXWActbHHuxys9iwXDyTTunYu8CrDb3G9QU8lPfNPm7WPFQMXkUknJSnwiaPboDR8dAXEiyfixv000bVnxusQb2fotFhdsdCp7pxyyqXtuptptQWCcl0mh6/HaB8WPSSSJdL+02L673edDpx4qz17LrpJvzWcmK00qyjIyeCZo9Nat1LiYtEVZsO6DZIt/5Jjt5SiZu5wCCnZadt5ZiLn3Fx3+oTgp6deZFtQtawk6KXJcP5s6LvM83QJ1yGsQLuzcco8/FxuaqmymVYbg1CVasnUp1aGGuMVq4yiUVGwBpM2QBd/ZdOlqYAW7C/YjFqvsx+W/6iR/WaAn2wtQ3vkv6Pv0OrTxFQ2tysc71hEdPC7RzxexDYLPPwtUAgAiMzlikvZ9SIXH+KZeC+XuCi1cU9bEgjpALWh9Rvq1u00JTmYI3Oga6CV0+rgB2lhC6nfN9sQJOv54tHK5kVaeCZocyb3HPvrvg/K9vRWy9E9J4iiUt0pMH5BPWD/V1JMDLfH51Lmn9uyyjJ4Hjc77rZmrry+U3kltVzW0bOmC9Lygv+J6FFbrvbB27RdH5QTqOtVxJUrRDy+/It7SAOg/TEmoKdAA2VmVGevYpbASbXR6uXUlotnldFOhGXLO+Xgo7zDRbHPPqZrbMagFUC6DdcQ+Arb9CUGyo0M0eCNSUyW5Ka1g345g3+zHRbnTMfoQue6MAHmolAt1YARXUJ+QXXgSaERJUJnRZqceaayc0hLpE51XhXlqsgdUdtYNm3scQuC4mjzJN+7FgvBB0E9JwdVOTW3r8lOugmynKdlCvW7m/3Ps/Io6+UaLZUWzMI9CNFbMPA1Y3eTjz9V+f8FnBvAc3f7nH8sDgSVHQjbm3NbukX6ytf7V5yIwsw/HUZ4JuqlgfCKB5P+hHmdevay+iQV+0F+1Fe9FetBftRXvR/jFuv6sta24CjykKhpawbkrX2+kbAZ1hG6YfC9otEBN2DCzv8BluhRsfUYsv1kiWh/KcJ93JY8FmX1Af5fvamaJoaJmSDqjP+P3iJZpB3e1WrpB84OWSJt/qXHDxUsalbA6IAWi3gWIFYpQGlodml/gPDdn3X6zpXjh5M6DdjugbSab8cg0094gtaXd4IkzYlE7Rbtnp9Sxbc1a3aSGLlZ101sKTFdiX+lzQ16RfYae2ci1YH/C0FyvQFXuesWnVBXDrH0ScvFnwXtAyMzrh6ersazyJlmZ27g2b1I85J25F0AC05mLrJ7x38thxBYL1QUwnpXY7m8VDDaAV4lUG1orJg4DVbU0gVS0VWz8wLNnXkVxdoQXUzfUtT67LKS1UxCQM3AZrWuFUgK0Pec/qlrl7es6pBiTL0eqmuXx7uu/iSOEZ0bUQVBfA5oDv1cD6mavDzLPnr/KE7eWmijX5pFgKJo8z4HV1KAm7Gcxk74EWIvZ9Q3dPTMEQMDcVeaofZ4zZ+oDjF8kuFsAs0+bu7sdIrkgAePZ7xID8wNa7AWdvZIAvgeuD++zo2U1I736EhGEsBhCEWPOE3I+Q+D70dMsXHV2d7VxJewBdba7RhhYgB1lryU6Elv8fPwOWt4ix6ycRbU9XyNa7wOIu8Xi8T3Dj1xRnrwiaXUn83c2IxyqXtEj1Y01W4NUt4uo2e4rRieDZt2DMpaxpqpzHzT4tUOQF0nizn60O5Dlaigl6lgTjIB15qhdbq/04wyCKhs+THtCRJqxmX9OaRd42+TOwAmhFCzXdQfxufKToJ0AcmUxQYOs9XtvcIF8DwPpQMX+f8724T4vMZp9y27FWiRms/6Nn2e3l61GiBb8gW7xjSetPrGllCmtBb5ACaSnPRscBzbZi9hHvWd5xyAbHHavMg9UFrajicBm3mMwU3ZyWymaXHgUNtv4LWiz7MWngMlWKDMjXwOArpx2E3obWrLfQvC6d7qGlLHB5G9fZilcs6fIcWlP7ka2Bm5rGM3sg9HhMKN/DIHCinRuMxNZy/p7u68X9CFnQ8ux9ixXpUp+SFxjEludHogASUTSCzgulCHlKA/Fm7Vb2wPQjysT1TUWzl/kNorSu73MOtOS4AaA+VzSgRa3Z1QSpIIZScHa/xPyB4kI4zwDQ3c7yyK2kAC1mvjc0u8Czt4u0zropLXLVed5bXTdwelRnHL/3wT1W9ZnJpoVkiMvA/Xpd+12trAEw9wH/X50Dmz0ugOqcm7Qv+PUBXT7tdsTqMAMFPRqlH1FR66ZIeASJVPo2e8SVxDILvXabfv3xM8VmV9IijJVidB7QqyLWgwWIvIlp4MLwCMTNnqJcC0bHiliKuQmtfwU7OXkkWNzLTE4BDUYIbQysbwy4mVAIu8lVS00bXTelICRwMwsjd8lqYSDyKm/49QmxbrGkwuSRXcWav2+36NYqB9FTk8eK89eBZrtIoGH2RaAi2NxQbP9AsLib8TnlUhA25iqVzNj9GOaGocurHwEXL2VT/vqAm0mx4qbpCrq7tLpIYetCcHmXboe+ViCaEnbbXQ38XbHhPFQDd2s3oWskVhRSvqiprJprZapYH2alopsr5u+TL+OgvE99HKg4VFmQDl1s08cRm31iWqAK6chPjiVBUEw/USyMDvUZBXs/UWz2Q3L5xlrRt4xQGx0Bi5ez66RcAO0W+b2bDQRyCUgNHhBKzrO7pELLTb2fKCZPFGev855yRdfQ+JmiG0sK3AEM46hUFhcv6WUYwkIw+4hYu36kCd/YjSJG7wUKwmOCe3291KdU0rsZMD5CCn5Y34oYPeE9Eg2z8nEGn4ttpPWJYPrQcUCUF/W5mPuP7xE1LIoFkpx+nfTyg8Bml+6NfqzQXrIrtgD6YOsvCvpxxPJWyOslUMGaPFL046yM9LWDtQXNtmL+gcst8kccKarzkIKVxHha1JSNEdLG5JjG4kTQjangeLBHrH3uuZm4/HM3ebESc2VlXG+7HRFaweQJYRgO62h2TUm6ALptANEwkwC2f6jYvM010I+B5T32e/zYYB7W72KTn9fOySdOA8cOrW9QvvQjyvv5+7a4ACzvBju0a5Izfiirz+h6b7as/qPJ6GJNBVIiaT95zPXpcxFrU5QEaQetLnjQdixntRBsXCkEFZ9iQ5iGK5/RlOHRsWB9g3vOMKAjVqRx7Hn4c2VbA2Xi/ANgdSApaGvUCiEGZnBY3M3atHTstyvuLvzXh3QbLu4rFQ3BJfxZby7NWGb84sv/6woP/vCU0fJjNcPAACJhsurgux2WhwUu7htPLU1OSH6Wj8dlSW+RojJYy7EyV/FeTJG09YkpiSBOuZ0L6tP8zH6cAwj94FWsBEWga3d1m+u1XGpaE8Wa+2C7hUvQJLVDD1QTbwCUc3FHgUWGDjnWDshuaemz8ldsgL3vRTz7BmU3DwL58NBu4bntd7WyJgrU5/kE12xTiDl4X7qM3aFgQDqlpRPTFk9qsVaznkj6TTcnFiSOFLEV1GcZEI3oCgg376xxW4TdigpPu5XxWs0eFaR2S7npD0+MgYyyfM02txSlSWCvg2DdMtPOKVDbmdopJGM8+pFi613DCF3xkZcL4sjKC/7rSpyHe2vliqKkaCyJpKOfvIo17N+cGiFh5ExQnb1hi3RMoeun0H6sKCEmHATjZ8DFfd7UjYHpsaC2yDMXrh6BOlRIk/VzlaO6POWA46sQ2KfpQ8HF/axobw5iji4SnrxzAnoxPBLp2M4zjqTZjdj+fiAWrtCEK5SOc1yd09rmC1oUgAjW+5ZiwoNPjKYSOT8+Pk+vUK6A09fNyqksKr66TesXDySK6lSIWTvh85pdo08JbL8Xcfy2pWToyBfSAfH2ZV4gCB8pGquw+a03VEaqU7MWFkgbhhgur1wJFvcy9mz8mJis9T6xKv1EMX5s9FFhJKZw/MUmR9JqAM5fQ4pSG0bgXrzCtAah47jE+jB/0OPJz4Z0kPHosmTdLBW9YU2HwHpGpXGTPnmbX9fHrpCSRou7AIKmqOTQMLjn5Bu05DmOSwPHiqCQNVhnE2aBXTHIJDSCYp1B4KFFwg4t7gHTT0xhvCvodyJkbUFHwfAuoKKVrEly2Yq4PoikzYgKuCsp0gOTJ4rlHSpeWGWLfKwV3UShBde0B45EPyAKN6F2Ox8MQ2fWuwkSdg+gTK2PJYHu65MMkj97nfhhDWJj4D2bA/JbuRTUZpWIw13KDjj9SLG2tV4uqdAVla8VTZvt5KHS63FKud1NkAKJ2rli/zeB81eoVK/NMq0F12y54JpuZ5IUQ4kco8uymPrAfqxuEXc23HSrU7H0KWZlX7oFgEp8N6ZFy9P2ADwELl6mJ8IVcPdkFBseXJptHjzGFrRx/qpYkJIpbTFbtgGzhrc8eLnXJrTkWcdfV2dUHMkL2TChBSD2/4/+2BTlAkk+dTPg5i9zoZ+/RHx10Qia7YCLV/IBvdkzhbRW1M9CsiiFjorT+pAHnFgC42Mj0cTerSAOrs/Pa6dc0/3IvGG3bE1UnI+NBWKk+qgXlMNr80jEmkEApINis0fFt5spZh8bzaKkKNp+ki2ATh+fCyj3GMefLm8r7vw/HZ58uyLeddsPs4KTN+hR6yb5cMY5F+x973Ld22H7Xa2sqWRXA0BGrM/MBWARn+62qE5DAqlOH5HZAaAd5ORyS4pr1v1IUZ/SDcKJzyfRWNF8G0egQmTrsDQlrR9rcjNufciLj2/n0ypPpPb/kky2OuSC23oAtMZk7Qy2iZEhxs/4nr42gOya4ese6QoYELdmdOxFJWmT8GtQbmiQDDyuz4bpJSzKz5XWKTB7oLh4mcqjuzrWh6TR6ClB0x5W7nMTWjs5ltlS6C4HP41UF0gWE0+3sr5h7iPbmDz1w+5v0YUxfag4eZv9Hh0Dq0Ng+13g4r5Zah7wXaub5i47VixvSYoS68fB8ukoEHhqclAwc/O5u0ySiz1ZIG+AdKuQrBXlQtJBgMLDxjoi3c5fpaLAHGjGvJFukckjgZa07qT8PiVSEEY3p+IQK25Q3cRcoyVQnWZ3uQdlhBY4fT2gNmEYWganFGueuCUC46fs4O47LfpRwKNfKBnJNnchbu7mTlJambEdEhYvRVSnTGPTT/J6WLxsYPYaaOdMV+HCujrjIcgjNOvTrPCvb5hVLwLSAlI6TRka7zm+FMDG1vLRtwqIKmIgX3sfqgu6PZpCgFKTixlAUhbGj83N6K5yD0ZYmyvJcs9JZFBFuSb9ygUDePz3oRMEi8IsWqR1ef6aWehn5CG3qgBc47TakU9884kVFcWtD2jpk0WGVWx2c045DYp2x/nU1mc0y26pySrRTRTlihb0bspzn+fFrs65HmuzXvmmrmM1K5NiZZbhYcSjywZaroyWBh2RSJ6szqmYA3Qlj48kgeyT+08NFiBc49Jll2boAJj1aRjpXJrLzxWB1aEkGESzS77tx1xj1Xl+XjtXXNwjpMCtcoAFkqwkHQC1ABrbbItGLKWPJE8IaYoEwdjsU3FP6VWAlJ6ovMhBGxLpaq3P+C908Lw5+T3W3EdClwM6+jpbArVUNFv5PeVCsLyl2HmHfXX+bne4n8zfj+jHWWnua87X9BNavVcHSIqmezIgDhHIlr3QIaUT6sfAyeuWy2wbkEh5tLwZUKzynkEliUFawyAit+b1k4i4LCw/IxKPOZypvAiYGYRk+qTH418IyRUtERncP+JYNXB9bcxIsT6gQcVzJ8ZK0ezYYXvF9euegot72XgweSxY3bDMCJI9UtNPeH8075GWwNKgOdWZ4Ml3KqjQmnr7l0iEi7sFmm27Z+4GBd4zOgGWh+4b/nT7qSlrIjIG8HcBjKwff0tV/10ReQ3A3wBwA8AvA/jXVbURkRGA/xLAzwM4AvBnVPW9z3tPPxooCIET1luajnqTrRWAWRECXUzrfbM8tFRqFi9xUbs2DCBZbGgqVYtm47Vyxc1YAwWOKxb9yH5fEi+jgbgygC620PJZxVqw+wNO8NNvMwqz36bAPXs9C8rQUdCOjmnavXjZ3n8B+sAfC9aHjHpKWKTAzeJ82ywiioFLis+cPBKekLpMn27C9Ard1DfPLNxoMYxm4jZLoQm4dkuTcuzKTbC/tQDQD3Ac0UzpC0m4NLdqFWvBZo8Cav4hI5sAbmbFSrA6zC7LwhbA8pZAIl3RAAXTyqwSfU2F7/xlSS5HdoL06qa0tsVRnlcIrQ7dhJiayRN3R1EpKNfAZgzsfxc4+r3ZXL46NNfq+DJ2iAtXISUtTct72VrpuLfqnBgtp5Fjy8oFFSJR2xjMLd/OIxO03s4pBEh70r3d1qRFxZG5Lhe0OK9uKroJrz38AzV2vx9z/iCngQ4UaMtb2Hj28C7P6eRhdk0c/x7SzXklpYEALQOnb5JXXVHvrQ/VAugsejSOkMLcizUS3nL+Ca+ffMv4Ye1peTRtNICd6B/Syig9I7bdRUI3iJ2gx4rRJ/mAoKDcKFfcsEKD7CJ7ErG4K7jxG8DJW2mpMN1GBYyf0O3tNA0to5iLlTAlyF62HJXmSvGkzClCeyHoAIyPI7pJgXYmCRqgIUdwawBiglVQSSkt5xwPrsaPF1wr/RioTxUX9/OG2o+A8RPKDEY42/cTbnznryrqM7pyXelot5RyxLBufvArVlT4uNFKSoME0MIdK8H4iNbqzS6/d9dRsQG6KfkkyWjTyqXnxuZKRayUyk1EirRvTYHxaEItqATGIvcBICapX4ul3LE+tGIpMQKmH3NN+CHKUxetbnITH3pmUkSq7TmOU+wnpEG14CHb949uRnm6eMksSlVWjul+hB3sGb2ZoDkFLFEusLwLlGvj4SdAu00ZefwNYPQsGyoQSYvloWUfGOD/gimFp29wPtxD0g9c55PHTOMDEN8dSx42XLY3u9kD46ldiP3kgRswOE7Lv4fpUNodTUmwx0fA8la2eDs2MBj+2y3A3SRnNOjHpE3Cpo0kYWc9WpR9y7KtN2x4cknX5v0JJI3TLRrcI2F3JeOKF/d8X7N9OJPVDB3WpyB4/POeKZr9njwmBq7Y5PWy2ZdLsKir7acZDboB8EdU9dsAvgPgj4vIPwXgPwTwi6r6JoBjAH/Wfv9nARzb979ov3vRXrQX7UV70V60F+1F+13dfmrKmrKZzo3KPgrgjwD4W/b9XwfwJ+3/f8L+hl3/oyLPq/JlTSwvKfOX4gAAIABJREFUmkV0Nnu0qInl7ik2xCtNH2ZLhVbAs29astIxT2WL+3bK1QxuV+EJJNbET8Q6R2DFArj9Sx0tBGaG3uwqM0yPNOVpamcGVK3Mz35OF5Anx3vy8wFPfj6gPrPTvA4Bi2qAero4VjeJhUjfjxTTR57U1NwUke6bbpJdmPU5nzk65ic0PBEv7zKoIWxofVMBXRBVPm3tvMOPuzHqk5CwVo7nKFaMLnL6aamWbBcpv1hnuAS1U6/0xNpJj5SHLRb8rZak8/IOLAs9SwAVa8chIiUmBAxI3bCyQLmwaOA5I7c8+qrdUiDyXR4o4OZ1T0Zan/Ljpyq1RLDrG+b6VIJse8u/dPR7kelQ0w3jkVLtNsG8Cp6+C6P5+oBWhGLFZznWqtnNbk93cbaz7NrRoClnF5DdOb29tx9zbPWJYPxUIC2tDMHAt/MPCBdY3aQlZn2gWB8oNnsEwvqJVjp++hFxf7HMgTj9RM01yjkmsF9x9iZw9mbGiEgE5h8ykq864+f064o4iZYji9hS/8QS2P91TadjDR6JqQnsDjD6NayEn5Z98yz4oeen3WJSbMcb9TWtf5OHGaTtuQVdZvSGM+qmPKWzlBGSRaXZosWt2ZEMd1C6V7UEFvf9VM7P9JOcp4tR2JpyUbWWlNSxgs4/4yNaAU5fL2jBMesfrbTMOdfOzYNg7w8tn7n7/Yjqgs+pLrgWQ0v8YD8y4LytbRiu0yMRi5Vg54cROz+MiAXnUwtaC90N14+zd6LZpvXNaeeRb/1IMTphvxH5qc6Zz299g31Jcqv2e+gdiGZlKzZmoVGLbN7J6wFGs9LGNvuIQUacO6TIZek9N55BMNbZUicxy+jVbVYIkd7waQP/U8o9afnSfC0DtCp74uLkuo/k4bFZ4YbZ+fksh9NkL0S7RfhKrA1eIfy+m/CDAMvTRT44f0Vw/opgeZfvCpaPrx/RGh1HMLmpKBqW46IlnWOvT2h1J14xy2ImT2df2zmvx1qT256yx13I/LCkHe9Z73OdEs8Hi6iMxGUOgs2IQ2Si9+Utxe73gNEzxeiZotk2+EzNPnVTfhZ3AiaPOd/9WFMUskemFxvKFg/48MTQHiDCyjGZ30PDpNjlyiAOnX0ak4tLwd4/oufEeThF987p9i6XktaYu249B2G55HW1Chuugxz8asy8X+V9+bomOqxK+jvcRKQAXZ1vAvgrAP4jAL9k1jOIyH0A/6uqfktEfh3AH1fVj+zaOwD+gKo+vfLMPwfgzwHA3v7Bz//7/9lfScDahNnq5FISV4CTRzM1MEzECjVcjpr7MuSos1hpEq7p9/5IRWIE9Bmrwc1mYOa1EirD/jEyJs+L9JJSFqS/yyvzduVPieyrKO/10H8AqSRLAk8Wl2lBAaOfqtEmNiaVwbgHY5YouDmu8GTRJvp4+om+zhgnXkR656WxRKS+0vWml+jjLmenQxp+oZdpMLxH6WoM3YAW/l575qU0BFb7UgaYrESH9FCYYpnN/wnMa/ihq3NDF3fGAYbBe8WiWYdjSrUWnVedjUUvuSRvjWo8aprBs9hfDQO3Sq15vjCgfbjMV7Ea8LfzyXDehs3XyXC92EEmvcv9AqKZiZQ0cqW/nec15Lyd3PKDsQ/nDgCqi4h2Hj61vq/2UQbrVXrSnUpSjtL0MYQG0HIw32HAa07TDXA4q/GobVL6EMAU0kovvVvtwOgbvkIZbJDok3/uOMhibZGgQ5o6zw3pbvQVkDZJfnl/BzyS1i/yYQ/IciJ1WVmSDcNx49O053+dsZHXURiMzdaBChWYOJRpURJ/VedZKbg0h8YnuQ/ArXGFR01zmcf8YsgyIFU1MBmkPqWKS/wSOoMhaKaDyza/TwtNVVQSP3Sc6ySWIydmKCNTv12O2fucjKkfkveWS5v1FXk2TFWSAphClt0qeokHJeZ1m+b/umXsv7MktilFjx16btXk9dQMAjDs21D2pL5dzfDqvzOZnGgZB+Oy9eXV1mNtuMXS5/GyvPJ7fJ+79H3aa0xGR0KN3ICSaD7od2gIm/GoaAznM16Wg2L4UgZ6XUMHQZofd29qmddykmtl5ikNwJ//1/7ML6vqL1ydp59qgIGq9gC+IyK7AP47AG9/Bc/8qwD+KgCM797XX/zwo+R/nj5gYXUEWGmWzHHtlm3c0RaFR3wUtMLs/iOWI6kuZOADp7/ZqwPMPpQERG+3aJmCna5mD9iHk7cABIZLN1vcMBws3M5ZVeH4G9Tu3ULE6CNnKmD3txXPvpUFWGl1MmMxCFCoctj+9g+J48pCglaicqWDfHKZOftxjgJ1zJOnIpGOEbIyyLMUeuZcmz4U/Ju/7x7+8vsfJboy8zawuM/yUakPJfEJi3uaQPsAoBWjp7Y+jDj5egY781kWjh6oSIyfhERrD0gIVvTe8Wfjp4Zf6C0i8yJj3RynstnjhjJ9lGlw8XJEfRZQXgCbg5zOords4iyVlTf18oJA0pHlU6oWBNsDLEPjJ+xumk/Xo6fEBmkgGHtYgBpAyg3Vzrm4Ux/MShkr4sz+/Nfv4i//8EEK9fcUEP04h6A3u2aJaoDNjZj4xHEdo2ecp+W9iNFT0rWbUfhvvUcLmb9/+72IJz9LYczNLkc08/RLC107j6i9GHnN77ykWrOTgejV+wSEL++Sn3UQDAOYpcs2iLT2Iq1Gz74pad59zj1aV8Xylu3nA8L0E0nWkmGG982NaIEgtkGbAO0mXPOe+qAfcV3/ha/dw196/wExOsJnsQ4u7xs/8YhlTfmyANJ5cT9i9lHA+lBx8CuKZ9/Mm1VS+geb4RCrVKwYCDI6Nl4Yk2faOXOzpSAQWzeOyYtlxiJJD+z+oMfTbwfb2AbVR06tEsac45x+zPtXN4kH9WCcbpbzFXqwj1tcPDjEAzL6MaNCtRxE8/omGJjry8tNMbqP/F6sGI3ph4fQAH/x3j38x2cfQTrB/q/zUWevC9qtmHIdOj8DVmd4w03WKzI49rM+zV6G0bNcq9axfl7tY32rT0XM3TpXWIqefOg2hbTIFVgcB+iYJOnpyfEKCoyY1GT9DxukoBvpkbCt3cTKlnmli23DCfaeRonvGaaKcPq6lSuWmoqlJwsnSI9qQevR7AGxuF4vM5aK+jjgL7x1D//J44+w9V5I/LjZ5zNixed5JL1EysHqVFKGBU/7NHpG+e/9HOZSK60c4ep2vFRaK3nCbE0PlXBPnePKowcLTh+EFPDh8t/7XZ9ZzsPAQ8LSKi/UJ0zlFTaed9LWwxn71+woJg8FF6/lWr6O7z74VcXj35f7BuSgshSRape8yo0HJ/ajXDbR18/z2pdS1kTkP/0CPztT1X/ns36gqici8ncA/EEAuyJSqmoH4CUAFruHBwDuA/hIREoAO2CgwXNbaLPpEyCocfyMGwULD+dcPW6ur09CKi0DIIFGz19HitLqffFFLj53Xyzv5BNYsWHkT7mmm2yzbwrH2sDHI9tMz3ApGmx9w+rDBU25sCZPWBqmXNA1cfw2PlWWZPpEcP5aROUbem0pOJbMVRYaQM0C0M0jymXAYo+KVtgAoxP2YbNLIHC5sAU1KF8DIbA31hR+vuGPThQ773b4+J8pk6sWAPZ/U3H8FhL9N/tU2ACgPLE8PhPS3MPTY6XoDxXd3MD4Kya1BbiAqnPLwRVzuRItLXGiKT4uNEkfus3q44D1YWRhZI88rRWzdxgdrCGDTx1AHkvFysGuKaVGFoCugPEPJLe3xCt1YuF5/CS5NwC65YuNKfZLQV9nAc+weTHgLF2IDoDup/mkvPvbEfKmpJQr4ydIKQhCk99Vust+Svq4pSesBFpGK2GGFAQB8P/ttuLsDXPZ2bOefkcweUJXVGku7mGqjfpEbFxZWezHOVgk1kAc54Lf7ZYifMJDUp8UPd/QWJB+672A5W1NoPvb/y+wPKRQnzwSLF6KWVjagUut7qOfnkOU5E5h3eCsPHjal/qM7jBfX6NAgT79RLCeqiWR1ZQ+R92qZOlDnE9WhzwssRRVdhc3e5pK2IUNg4uy9Q5WHzVbNbkmkNx8zKElSSHqx8D0keLUNvAUTGVWgsk55d/yTo6+a3YVx28XADTVlXWFwsvVjU7Ie+sbkvpAuWgRsats+SvW3ADdeOq81Y+tNJ0FnYyOketLWumn0FiktdGtm1J5qU+p7HrdXsD4Y0ReD63g/FUkuoVOsP0OcPI2x6RlVoBDB+z9huLpz1AhSDWF50g500IL7H6PnXjycwzqaW9TRoRBKpm93xScfo00LZeCzoqED1NkeDqHgKzAeNDGZi/LRy1g0fp8Xz/KCrVHhqZDug4MVe6y7pAS8fpYOwfKm1vT+WHrPUa/Vxdc09Vplk0a2OduRiPG1rv8/uStHN1bbAQbizSma9PKWS0Z9ez1SbsJLbNunfSDpvNQP9IEMzj4NaP3z3opQJY0HGZVCD2SF6xc5OAMz0fZzsiLzu9Oq+ljBmdtdpD4VM1IE0c8nMtULhn/aFUjPGLrfTukHJJ3J49YH9gT2pMQpOvT73A9FktJqW7aLUXvee1mWW5V5zRG9Dcpm0Kw3HsAtNK0P17Xvixm7U+AbszP+vyp624UkUOzqEFEJgD+OQD/CMDfAfCv2M/+DQD/vf3/f7C/Ydf/d/1p+nBftBftRXvRXrQX7UV70X4H2pd1g/6iqv71z/qBiOw959IdAH/dcGsBwN9U1f9JRH4TwN8Qkf8AwD8E8Nfs938NwH8lIj8A8AzAv/p5nXO3RTKJb7NAc3XOE1Y3zxiPWFpOpIZWpc0+v68uxLIW03UUq+yh4GmL17s5XVLDSgW9FT7WQtHYqYT4MySsmCfTA5Bca4WfdFOyzGxajxaMkFIyrDmuxdwy8nvpETMfa0kLXXWeTxEOjAWA3tKELO7yGk96PPWevxrTSW/yiGkGFvcUt/5+xNE3C2y/z5PRs28KlndKWmxCPsFf3Av02XekUXWec2t1E0tQGhSzj3KmeyltLqwY87BSgvSk0fiI7h2vHoAoyWLRzvi9mBUodIJe1IIILifZlB5YHTLnGNNx2OknCqCCw38YcfxWQZeP0dUzY4+fWCmTk+z+82CCsJFLbvZ2bi7QmYWru0XCCkSHDa2Z00eK3R/wRe//8ZplaApmUJeIVEx+9oHg4mULmd/yUih0i7hVrZtYahij3eiZYDOxjPtlPnEXa5rsQ2Ou/0FORg+8iJZDy93yTH6az0l9bWBt8BQca6SC38s75JGwEUggr936By0++sNlTisAJn6NtRLiOclloBya0GzTVewltZ58BxDVSzmrksW0BCLoApk8Vqw8WSbyumh3SHe3UHWidN8umWfN12t9Bsvtp2adBKB0Q3sOKHdHd9MMQ2j2IuqnOeFttLHKmrzR7Jj1aDdDDsZPaP0g4H1QPspxLYaJ6aa5lNHomWB5E0CkNdDdiUylY6lkdpn3aftdzsXTn/UqBMxJuLgryYrvXofqjOWv3OrnucyKlWP9MLD8qeURMzdPsrIaNqelPGm2ssdi9oApKzyjvtNt63uKo+8YoFyyRdH5UQvF9jvA+WuKsafNOaSVYn0jW6Y9XYQGPv/8pcASX9tIKSg8VVOxEUyOIk5fN1enqgWIKEv8LXOG/rPXNQVPtTu56Dm9IQwSc8tTKjoeWSoQwv3IZapDAijDOVa3MPZjpgtRwCpO5JJl008UJzuKYsM0HC7Lx09Nvmrek7w1O2b5HexzAC3+XcdgqX5Cz41Xa/EKNI6zHrpzaQmkd2MzU8QiW+p23jE69eb1MFjF5gZd2l7559k3yHTELJrL8ga9U54TMFZMHzV5ZNbMFfuwuEeP0GbfrPqaXbHdhClS+rFaQE62nmvBYI9mh/zl8sPxpbOHzE3XbBtv17TYLe+yf7HK+3V9Ljh7TZOs68eaaATQHbu8q8n6DgDzD4DFPf5dLgG5kAzLWcsluXq1fSllTVX/EgCIyH1V/XB4TURuq+pD/8019/4agJ+95vsfAvj913y/BvCnf5T++cJ1gTw7YykhFboaygtJCek8Ui0WVoXAJBFrpVkOlCjJfcIXIJn/y4VcLh1hgGmPrnFsjOMcPH+LbzAAn7u8TfxHsZFUkmN9wAg+6YBmny6Z1e3spi0vBO1OjojxsXutUZZ8yi6f8eOQEtR6pIxjVmINzB4Ai5d8YfL7xUuawPbtlAvu+C3DI42Z4Kgwk727y3RlGB+L/BNFylrfTYG+AMImAArMPub3p1+jW7Qfa1KA3LxdnRFX0M5JK8+lVq6B8oiZqYt1xjcA/E1fM7KyOg2YPM6Cpd1ibrxiDbSTvGH4Ij7+esGSS/OsqGz2ATTkkdANTNgGGncwuUcbkz78u6+BMBrwgtWgnL/PpMWbXcHyVpX4p90ifqNcM8u6A2g3+9mdsbolKS/Q6Djgxm/0OP5aAZ1T7rsSBc0JTyXmBMB73+vx+OcCeisztjoc4KFuRJTngRUFSk1j9fxS6wPiOWOtKb9XNGza8h7r2Q6Ty6rQFfbs7Qqj46zwUWEEwhmF6OZGxgjx3RRs9all1gdSKR+W+AGmH2e8GMDNB0eC0zcFWtgOGABATLjiUmZxLRjNfPEy15cL1+UdTaWEWosEHdb9W99UzD7i79s50gYtrSUZ1rxG/T1aeckqS7r5Pq9d3Oe7+hE3/j7lbBT0kg8rRZM3zu13FRoCYk2h7xvT5FFAO1ecv0IYRbOlOZ+jKSnrg8h7q4yP0oIum/WIfnZfy5MP6A7vx5LyZKVydSHTI1ZA6UE30Vyiws/Q5eSZ4Lstxd5vACdv8eLxNyifRE1GjPRS3jYAODNISrObnwUQJxpr8up6311L3ATXN9USuOZOjJ9SuVveUzz7Ri5rVZ6LZcG3Q7NkfJVHSqbSYF6j2RSB+gxYbFvSYnft7nFeY6WozkJWekxGNDvEdA7x0I7Lrc6D5R3M1VJ83DB4hucoczhOLBUyBMjDDjAWEDc6yYpffUIFzytMOF7PW2nl64aBM9V5wPIejQBakef6CZkgVki1PctlxnpywBlzCWSe84NDO6NsKlaXD4OhYzksx38DlCOxZG7ChH+zW+pzVkQJtrf5+yvDr26/CyDQze59Kc+55y7v6Kfu6SzZsUemegUKL8FWLgWr2z3CJqT1Vx0HNHt5H/a9fLOfqyH5GvAx1SeS5vK69lWl7nhXRP5rEZkOvvtfvqJn//hNPOM0F/TiHk+c5dKT1moSJI4RaHYJSB0dBYyOmDRzs8eFrQJEw914KY9+ZJuILehizQ2q9rBhpQLoi7xcOF5NU9btrff4qc8uF/sdP2WqBU9j4daDYpPDlGPJpKKxolDb3OCn3WbINAJxPxJzHzx0urIsz7ECZh8rZh8T+NjOPAoKKVw81TwTxfnLpIun4XBB7IImlqzRqSWw+9uC3e/HdBr1tBDOoPMPGLjRbPETrHxXufRIm4wpEeUmOD5i+RgPc2+2rLah4WXaLSoco2NJGLbQUGE7/VoOj1dLlslahFxQzY5aebCIZo/Fg0NL5X6zB+OHmGpgppQjaiB70aQUr24pVlb02zF/otygui0mF3WrmpZUHI7fFhy/LZh/IEmB3uzKpTJLs4/VkviaQgvSrVwCT3+Gp9X6jLiybqzoLMWDW2i6eUz9fvgHuFlLR2HkSRq7mUIMJF0uje9bfpodTad9luXKKUdC5wI6Xoqc0kCloZ0xrUXCskjmG8eQhXVOndOPre7jmNaBYkUF3PFR/YSBPYuXYjp4INIasDrk/eVKEsYq1qY8dxb5ZpbcYc3Z+lTTfKcUN6eSgzMVZuFiH5Z3FdVFxqUB5NdyZaVznuR0NqHN2dJdRi1eUh6Ogt9LS5eWmS+6SY6erc4F9Qk/p28STD15bFZ0S6/QzpAy3HcTbmCJnqakFo0FfJwjpVfw+rKdWXy9nNXinsAjKXMggaTaqBKJxxtaFvqRpYWoWX+z2JCO9WlO71EumHbC6bPzA26CXovZE+qWF5ItvXUuqwVQHpZLrlGmcZD0QbT6kraJFss8pm7CwvHEMeV0KHFEeRqspnJh8+gKj/Sk0fhpSDzs3pLFS+SDvs6yLtG9kYTN8go3Ps5iLdjcyOuSaUCsrNQON3dP8TI6loQDjDVSGp52i5b7foyUssJbdc4DXn1G683mIDLx78KsS5ormPjc7HzfF69hsBcB5SKkNBOi7h2yQIVzU0jPJSXhLhzbqEjY5HIlqRJEP+I7q3OYZYp9clxefUpDRay4Ppx23dQCFUJWiDwFVrPFoJ7RM8onT5vR7lCBO3k7ewesa+inLPjeG6Y1pYuyJObFkpjI0EhK/TR5Iph9ZDhYS3IvjUAaGXh5Btkk1Dx50Q4KmgMbU0DIMJr8SvuqokG/C+D/BPB/icifVtV3kL2FP7Xm2Yi9TEesAATF+qb9XeZokOQyHCvaGC71XktmHR8dMTeQpCLqZLT1DcHsgQOx+by+5kQ3wOWTWZB0wgkdNwgH8bYzEyIzs4gdWD/HilhHQApoAC5ezqeIcsVKA3Fk9db2cz4N30y6iaWA8ALGpzxBudsuVoLVTTcHM9dYuRIzjfs9AgGrFKwPI279PeDxLzgdsjmZOajcPdGjnQcwDNvA3q7QNQx0uJgyLNtdAyylZOBLs+hcTW2yvJNLCAF0nTYWGu/RsT7no2fAxSt0na4PrEi9bZSu8KSQeg+h7nPm9FjSVZHK4QRFsQgEs2t2R/NESeVp/iGFu1t62rlCKwY5eC4igCD0yRMWfE7C19xR6wNgbGDTbkJecRfS+SsB8w+UxZetAH1orZbrkv+OnllNxpFboKwmp1khPACDue2UQsYOMq40eHqCaCVYXKkqrMg3LRECbOXTYbGmxa9YBnO5GtliXmuzj7jDOS8Ua4uSrRQ3vqs4+VpIFq/pJ8wgzyjW7L6NlaboTc/NlTLqbysjyqxSyewHHNDiJaTI42ZXETeZh7xcUtETWC3q61WxMRd7bTUePVpzdMJNPlbAxSuMXJw8HFgELefeZhDlNXlsCuuMSk91FhI/hC4tnZR7z3mru9WjHxU8pe8y6hgw5cRdgK1AjH/KFXmafWDOq2HEbixzSgTmCeR9/SSi2wSMn7DfDqxvZ1wHfgCVLvMQQCUepjy7NZW0oruqH/Mw5u63OLLDTgCqJdBbxOfZG4p+HlGsCT+IBV3W7Dd3NOmB/d/u8PRnyEDqVU4ikgJQmWW2Oif/uNIQ+syr5RrYFLS495Ncvm51yPWTq2kw0p08xHJ6i3tqAVia+Gf8OGAzZaBLs5ejButTKkKzD90tZoe5Q/cEUN7EkaIzc9zkk5AthudUiF02eP6vbqKQMS65Ymef8LBOuotnYEnBMxcvUalI8zqoc+rWKd+rNnuAPyBWwNgqBGz2KQtmjwQqBZo9TRGX0ZXLjvuWnOVDTrMbIb1Ffd7K1VW6cbZSQbmf+cFndTumQwMaSXtBO+d7UsqdLgeBVBvCDzZ7ltMzDBT7laDZ7xHLkLxqgOUcvMF8j6EL2Rv3EXD6dXqOQifwqigA15QfwMuLAtWpYGJrdnmXz9rsGxSodY+SWm44pMCj5N0rkavoXNO+KmVNVfW/EJFfBfA/isi/jbT8f3rNE8+len01kIuyMh3H6dfzBh2sTmUc5WLf7tYo7CSuAtTmxmr3keqMrW56fhb+3jcPFUZq+qblaQSY7oMnxJRUEQN3RKkIrsDUdBd6XdFuoiklgmvkxYLM1xlTeAHl2UeC1R1cTgdgFqvh5pPC7VeMYt3sK8JaEtZGLX9SeUFF9uQN5oMC8olz/gEQ38ruv2jRjVqaUiOMPvSmhZ0uLdkoALPOkKkn51QwUuF1yUrL7KOQTMZxpHZiV5y8ZZFKJujO3iTWsDpTdFMr+JxCrz3ZoqI4vlzLr1wEVGde+DuPKWwkR8odxEtuvtGxYHmbCoJHcQIUemobRLOjmD7IC3p9oKlUSqyBbos/HB8VWN6JKBpJWCnvdxypldTKkYQArJYgFcOUiuEkp+HweQybQYSdWURVuJH1VmTd5yJWVji7zuuonyihbebWCKtctqmb81DDJMVUlgEkYe4JTUcnSBJicT8fXlYHVF58zjd7xH/FKqScWc7D3jZ7Xqicf4+eEXcy+5gR0q401yd2Kq6JwfQUBU4XT3mgBRVyIKfG8N/MHhh20CxqnqJj9qHmDQdm6Tyjiys0gpHVYvXkxN08r0kX0N1csfUu3fbrwwxpiDX74/Udu3mOXIZSob14VdGPI4qlRVsvbENszb2E7PIJPa1FxZrr61IOto7WfMfslkvPYUSlqVgb/nFvAOEw6zXdRbnecn0S0mG5XJm1J2Yls1hb+THN0aijIxZB76ZUFLffCbh42aLBB+kmnn6rTGuynVNxLBvhO93iD1qY2x1zJY8Vw1MerVr8vjrPNSQLs7JKLyntgmObR88CLl7SBGPxNVkcZ8wrk6bmEoOrW0yyuz4grtDTO/VjpFQOgPG8PaLd4pxQ0bvsSnOlTQtg/n7GPJVLweomLc+ezsbpWp1TNpUr4jhPvyapD27hHNbWBEibciXALdjf9l4x7KvJRmnz1hLrnGvOUwWl/a21aEtTrl0BXh+QP/qxRfXfHKT8MRr5XDhUpZ1zjkdHheHDc/mq0OUDsrT5EF4uGD1eLCnbEQZ7leEuw4qwnNoOfqubsLyPanVFM7QjVop+qlAFJo/J684nWiiKi0C4ylamzzCNBzTjAgHS6bMsXF+VsiYAoKr/t4j8UQB/E19BzrQX7UV70V60F+1Fe9FetH/S21elrP2L/h9V/URE/lkA//RX9Owfu8UK2Bz06ZQuvaDb7lnq5jjg+JsKlAN30Ah0c12ElD/Hc8WGjeDiRo9iMQAy9+bunPbpxJZO4VbuAwDa/QgZnM6LNV0Z/UixuqPJeoWUYFPsX/t63qM8LrHZi8QJBMX6Dk1+YRWglQI9E/b5KaIfB+aHe6NHdRbQ3OjTtVWtQBSsJjzcWonUAAAgAElEQVSJN3t9KnwcJxHFVkj9jBP6aDoUOV9VI1i93KE455FAS6Cb9TjeMpCpWxcnPcJJhWanR3VWYH2zv5Q5X3paFftpTKeN4iKg3YsYf1xgea9HsQpot81PJDz5w3Az3S6/D0sC9C9e61GdFLh4vU8Tp1VE8azE8bdJr81+tqC5BdXxfq09r90BilXA8n7Pd9rJjmOLCV80elKg2Ylpvrs5XVHnb/aWjTrjkhCAzVaP4rzA6TfipfFoUFy8bid5cwdt9tWia4H1rR6IAq14X7EosLrf0bQec4BB3InMnF3FlB+u2eOYyouCv9vpoMsCnUdIeWLTKXF06tm4AbS77KNWEeXxIHrTot66qZU7m0T05qKVTUCzGxNfrG/nHHlaRbRRWFbmfkSxIP/0M4Jz+wlzIw3L+8QKGB0VaLeiWdbs+1EEVgWxJTNaYTqL4AzLgDiOaHcE/byHdHzg6k7PCOseiJWgn0eUp9aHSQQkGOYrZguMOgYTaHcjNgc8qSsP4Lh4jTxyvM0163iufmyypSe9GrOmhE3A5maH6qRAt9Oj27IgG2vPvh0hbTBcnFlStjvIssDoSYH17R6Tjwss73fpeacGzq9OA5pDzvfpLjB5UGJ1t0N5WqCfZtkQ1sEiHQUozfoQsvXh4pVIq4RZ4HzO+3EEYsDZWx3XcedylRjP0JD/nX/Wt3pIQ/eRu8aaPXerMdIyNJa01F7T3OgJQ5hGjJ4UhDy4JakkTGR1O2baAtBxRFgUaA75Pgy8CKfb3nf2LU57aE0mWpVmNWkF7Y0OxRn5RAqOVTpBHEcgAGKFysOaz+nHSnyqwS3auUXYtoJ2r4c0Acu7MfVvU1LWLGYKNXddsQzYHPTQEec8VUsB0IzIV93UzJ4mhwCLflUAkRG1GTpB3KZWimIVsD6k7AeY9JZW98hgAKPPZr/PVQ+ITkBl1vhmv0exISg21sw56XMHAVZ3OeflIgcNaCC8hTgsSW4/ABYpHwjGbwQn3+qNfwTFgpYpn9v1bfJ3eVYQS1oyubJ7HsJGoJVisx+BgjAOlzsQoDwPiAUSZMnH4/J1fSeiOg3JmupWuNAJuq2YKhh44FicKI5/hvtltg6TR3SkWNwznrTnF5scFdxPs0u8n/KeznK8xXH2IvSTeCk359X2ZZPi/sXB/6/7yd/9Ms//sk3qHuPbC6iXF1KgMqHUHwaMgiIEW1DpN4IYBSMvPaKEXKkClQB6A14Jw2UpCrsvDFxSfk1VUBQxPT9GgSoQgqb7StH0W28haHpGXUT0ewGl8H4AKCzCLUa+l8+VS9+rCqoiorsZUAkg9h6/R+x55eBdPlYRoO8CpnVn9+QNpe8FdRmh+3lMRRERdwQoIuRlhhpOyohuq8Gk7tAdFKhFE41USYcY5XLfDgR1UHT7AaMyomsL1GVGyqbxHgjGHn26x35Miohut0Dt0X9Gp+5GgXFQiGiaX6erP09V0n3sV0A9CF8b0t2foTdTbsZEuxjzfF5dEiKKuDeco5Bo7X1zOvQ9rxVBEex7v6/v83zGKJAiorq7SHwgAqhFjFXeh0P2rS4idC93bMinIprm378Ltka6nQLlFf4e2fsKZH4c8jmAT82397EEAMNkjoqIGEMaz5CP/b5q0C+nbb8nKATGy5+eK5/TbifYezgWVUHfB86/8XBlPODz1HWGPSv47L4Pae5F+Jzw2oKVlpS/c34GgHGZ++/jAoDYB9RVj34vYHRlzp1efR8uyZIQIuJ2QLwpGBcR3SHvHd4ToyDeDJhUfXpvtytcg3sBo0Iv8dbwnU5PXpMkI4fySEQxMv6e2Lq5er9qni8AqIo87sKj6x0DZfN8XT98TcQDltKqh7K4iKjvLC71OfFn2aNtC+PZPIbhuOsipmvOFyJG4/0s41Ku6yv98/GUg35evXaVPkP5fJVP64EcHl4bPtdlw7ANaR3sWmHrIO1XQdEdFqkPLuf1UD41viHvxxukw7jkvoMqor63QO9rwt6R5KnmSMVyMJ40jxbWXBWRa0UAjYLS1nj6fRSEwbMBAPsmh3B5/UMFhY3nOtVDDwdzZN95dpG019wIiS+hTC2kCpQqiImmhldzmd2HhBmoQ+Zvvz8923itvyWXflfa/4ey2u8Jg7VzXfuy0aBbg8+/deXvrc+473ekCbLS4xsFmTlvfCQWrgjHfE8x2PhdsRv+zv8dPltMKclK0eVn+/uG72Rf8vPyJu7X2J/SFJcYJSlJFAJ58fjCK0xolGVMCslVpTIMFviQcUQUwTZR30h9/NcpIfn/+XtVQVHmDe7T9/nv8CkBy/uQFol/7/RDeubw3WoLjnRx2vgYnS7+riHdrrYQ4iVBNrzH77v6t4hC0wL81CPTfOXx5H+Hm/pQ0VGV9MzrWn73ZYE77BP/vrxRZl7FJbr0fX7eUHm6yqvO305j/xRFTPclJcJr813qIy71e9jny3S9zDc+r87XPrarPDhcD0WhKAaKw3BNDp9XFJGbdpRPrU//zZDn8r/5vZd5K/Ndep4pfmXZf4ofh7zmzx8q8dePcaAYFxF9H5Iy5mP2lDrD9T989/Bdz5ODV9fJtbyf5n+odOklOvnfQ54Y0nu4FjLfxkuydyg38iFTEWO4xOM+X0NeGl67Tv5mGXz5MHxVrvp7vW8+1qE89jH5pnxZ5uBTPBnjp9fecNyX32V7kysJA76j7MpytCjjYHyfnschD8Z4+R4M1l8o4iV5nPbNAX9nBXrwDrsv9uHSXjukqcvu4bOHfOR8xTQFVJ405nuH80c57HvWlf1BBvNRRGgM0Bj4f9+HjK4+Lhns5blMx0DuxqzAJdkvl+d9SO/rFLWrNLuufdk8a/9eJoT8yeHf/zi02AUsnkwBM3sXRxX6nR4oIyY/HGH9agMxQRaOKsSDBvKsJghyjxYlWRXQOkKqiOJxjW63SxEy03dqbN5sgKCoHtbo7m2gG8+CCaBQxOMK/X6b3jP79REu3m4gVcT818ZY/Z4GcGC7CmTcQ1cF3UYz9qF+UKO50xL4+KhCc9jBi9Nufb/E8u0WCIryaYX+loXYLDxSqkdxXKHf7gCLVK0fVGhud5AqonpQo7nd5jF9b8Qx9YLyWYnOn7cu6C6Z98AmoFgE9DdoY5aLku6zOkInAd0Rkf/trMPkhyOs7rdAFVE9rNEeeEVboDgv0G/3jOIyl5jut9B1geq4QHd3A1xUybSssw7hvEScRGDUI37M9/SzCNQR5fdrNNZ3PeL420P2cfxRjfX9BmhDBo/v8HmhEXQ3m+Q6lU0B2Wmgz2roOAJVhDg9SwXKiOK0RD/v03GnflxyjpoAOSrQ3Mr29+KkJN8BqJ6WaP1aJ6iOSrR7xpPv19i87Ch+wfhhic2dFugFcRkQDzkXuipRnhTobjWk/X6AvjPH5nYH9IL6mb0/CsIF6Rp3O6AVFGcl583kQvGsQr/bARGQNXm9N7cccyjRBdrt9pCJud6e1onmclEABdBM7dpphbjFflTvVti8Zjwy6lE+GKG93QKdkF63ujTW2XslFl/j+MqjCt2B0aEJdP9s0X2biaqQdQEEhc47hOMKcbtL17a+O8L5N5m19t7f5nge/DFGZ4d1gO620DbkOR/32CyLtEYKd49u95A6YvYbI6zeYK2Z2Q8r4FsFNs0I5dOK7qW9FjitUmSn7rfARUmXW6kYfUhsQHu7BQrF9FdqLL/dku6N0XvWA52Qtw4ayJI8F1aCeLMBTqu0zmRl66VQYNRDFiXddltGg03gWMqI8XsjwiZMDvr6R1Dc/dslPv4XumR+mLxbY/VaA2wCRk8KtAa3aBUoT0p0Nzh/TJpng13bvIx7yEWZTQDzFnJUc73aNZ15wUyhbJ30QFD0F2XmuVGP6nGVZIWe8Fq330J3BJtPpnQl2vvloqSLc7ejDBxH6MTcZQu6/3W7hZxTTonJVTmqEUcRMutQPByhM1khQRGOKsomUejDCu19Q6KrYPabIyy/TnlRuZy51UIWBd1i+y10WST3dtzpIIuCczWOCKe8J04oW/rTEnGL7wof01a/vs/575cmZ9cB5Rnp3N1sgVa4Lve7JB9phozon1XodzqgVJSP+bzu0OTBooDuNQhPjR8rBXZb4KziXAggn/Ce5m5DmEUMWG/qBA1I89YEoFCgUARzIcetDlIoqgd1knPh3K7NCE+RXqDT/hIPy6RDeEK5ItMO5cfEELU3yW/Fgwrt6xuordfpOzU2rze2VkvKsMbzCAbE7Q7dpr60jxZPa5PZCj0pKfNbs64+m6A9YKREGh+Afl0gnJaIey3is4qQHYMT4GmW3bLmPWJQFZxU5EGHtsxtHUUhbx/aXtELsGWy7qICLtuDLjX5qio2icj/p6o/95U87CtqO2/d0j/4Vz+30MGlFpWmWDeDhmusLj/p5u/0PvxOvrOL4doxD+lytX/D3/+p81/Af7P1D37s93/RMQ/naNi/L9Lv4bWr/f9ptqtjuu5v4NM0+nFp7u3qnA7p8Ty6/rTbT6Jfn8Urfh3gPDjNr6OX/+Z59/4k2lVe+Um1z6L7875/Xr+u6/Pz6ObX/uWz34f/dvvvf27frtL78+TDV9G+ap78Is/7cd/5o/Cj03xIy5/E+huuvR9lH/A+fR7/fZHfflUtQBF/xOxlfs///If+819W1V/49PUX7UV70V60F+1Fe9FetBftH9v2ZQMMvovkUMGbIvJrfgmAqurv/TLP/7KtCBG79eqShvvjaLxfpF197nV/A7j2uy/aIuS591y99lm//ax7vyxtConYrpmQx2lwXT+uvvPqb55Hp8/77VfdPqvvPwqNP6t93nM+73ohiu16/aX7cpWOzxvjcPxX2+etr8/jhat9+Tw6f969X/Se4X1fpDnNvX3e+h+2z6Lddf25yv/X/fbHbV+kH1d//1W9+3nts61rJtOfYw3+US0zX1Ufh/28rv9f1ML3Rfr94/zuszwXn/e8IBHb1fo5136y1sov04JERP1se1SQ6/2Ow/ue95sv2q4+K2r4sZ75ZVN3/Etf8v6faGv6Au+f5zryn+fuAS6bYoft8xbHZ5lgn3dNgGvF3vO+jyooRC9dGz5/eN8Xfa///zp3G3A9Xa5zFft3TV/i/bO9S99f7fPVfnxRF4UA6J/zvOe5sL7IXH6W6+u6ufg8k3sQTX315z+vDccEXJ4Xb1e/00G/BOTzD893n9tX78N114fPuY4PfhSeu+7v57Uv+rur7/ui14b8cJW2n+fmBD7tMvFrqoIixETz3oHMnyE3nufO9utX+3e1P0P6X/cOf3L/nHkZzjGufP9FePR57So/YvA3Puc7/7t4jqLwPJdYG0t8cL53rcvzunaVN79oe96Yrj5n2Ifrxo0rv31eXxWkhc/H1Tn7on28TkZc16fPkilXW9OT5l+ElkFYAah4Dj99vmL42XN6nZv76m/LEC/BeT5rXT+vDZ8fRC8977MOBp8HgyhD/My+fxZtvmyAwftf5v6fdGtXFc7+t9usGwlmc461AspMyNIjlbXwPEFeIieVRSkBWIkaLZhrSQa51KRjWY84UoyehlSAVgDEAqgWubwUAIhllf7/2XuzWN2y7TzoG3N1f7e70zfV3/76KnacyJgEJKRIQCIhnojyAgEF5SUJQthSIh544SUPBuFEgGSJByKBBFIQRAGEhKWAIhFESCzb+Ppe162qc6rqnDrNbv9+NXPw8I0x59rnVvmalC/XmLOkrTq1//2vNdecY445mm98o9iTw6iznnmAcTMJEqu1NwmGsKddv2Cz3fYkM+cPDd/n4KPAFije2KAkmzh7cioQJYGffVMW1hqqX8RUsABRlOuA7iiyPZS3OOnYy63wxr61pobk/YxcSPWloP9aiZff935eIJeZFVBooek59ZWg2HmPU03s3xLZDqufcq2KvaA7pBdSrowHqwRCyx6hALB5g/xKWpEnbPppmXh/hon1OLT5UEFK/veHQyo2kEHy+8yVY68Vk5dsvJz6njb8rNixHVdlTNvdYSToeQBQgONxIGq03ofWEsX50sI+pB6zxc76f9oyhJbfKfaCaslWTc6I3h2o9W4lj0//lRLPv3eXLPyKxEcWOkF3w8C1VwUkCoYJ5Tz0vnYR1TKgWlIWe2tfBXBcWkfUZ+QzG+Y27l1IRVH1hWB/O2LxobV0eity3j4jP1Jauw15lGCv2LwUrN+lQE6eFomHKxhfkjue3gGj2FofUm9xJEDzMmD7xoDmRcH+i868vudcagC0iph8ZiDwI75rZy2Tim3mZgq9zVtPHbD4mI+5/Lo1XZ5HhA3fWyLQv13i6aM7BCsbV1foJHFhOc9SrPmZ65Nukd8zGpeZt90ZpmT412Bj9/Y5l1yf3U1FbCKKbchtzowNvroSbN7qEazjQHMeUnsyH0PqOCBILW+GSbQxSNp/3rZHOsndLPaS7gOY7G3z/p88D+zgoFlO6pdFYpb3huguW7GmDBd7SS3iAOozZ9TvF/y3r1GxDegfVjj9B/exH3UP8R7GxS5z4Ple7g6jrY/ttUqT/vbvTl6QG9B1Z9FS/xZbSa251AtP1uQDFGXPUudF646itVobyGk4prkp2IqqO+Q7e1cc6n5JnJOhYxcL7jF7dsP9Wp8H7O4Zr+Re7FkRxS6kPSG9pF64xU7QHsakvxEU5TKkrgZp7gJlcWgUwzyS78zeNTV3/3qJ5799Nxlrw0FEuQxp/zSnYdTrlp0ARHnWxSp3eRDW59iZJakbQXtsHH22t6QDgs3r/iRauy0bj+nbfmZz2fEZWuRzRiLP7eac3RCcK3BouFfLVUB/GNM8Asidi1pBf5D52Ip1sC42fHY3H53XDazri+Zz1p26OqI6L3heNbkLSrEhj+Qw4fnZ3hhS1xGosDDkC64vmwb9u6r6u0bXfi9/8+O6JLLlSnNum1OB+WO2s1m/QUXgPSmb84JtIQawAsjmb5gqpp9xo7HJtKS+c7GyNjwtD6Pd7ZiURLEX6Fyxvz2geZ6r2Lxv3eEHivUDGo2uHA8+Ctjco+FT7CQptqEx5bBmr8rmNCRDTmYkNF29zWe7Yd4vrJ9jxe8tHgGFF508NCW7UIQ9D73UjqhgH7abvyb8O9drwvd1A7XY5vYkqeWS9Zf0th/DVIGW7aO0ABYfBfY1BQkcyy2b9LqyB9hyo5uzZybABt1O7BjMwPX+g5uHVF6FtRGRns9vjzMJofc/nLwMKPbs5+ZKIpYBk+cBwxTQoMnQ5k3BRs3K5/Z2ADWnAc0ZsLtN49TbKLmMhM7a7vRAsfPeniZra4GKoB3xnB18COxu8DCrliH3Yr2gsu7n7IFXruRao3AZzIC2tjjVio2g69NAQ6G2Po1GXFytgjWnDpkEE0B1RQLkbkEjdPKMcuzrGjVg8lzQHSIRgGpBxd/eHNB3AcVGsHwv2v2EJMwnVJITk/32JKI+CyhaEklv72oi5N3dGdCcFYACu7s9Zh+XCKP+qcUWqdVMOhytGXWxCskgnz4z5W/7OLQCSEgGY33Glk1FS6U5TBUHZmSWG8XyXbHGy2xTBvCQ7WcK6TORaLnmONiQ3A7vDgi9jBwvABGozymbg+2V2dOA6grYPDRnqkci2Sz23AuLjwKJT1eut0iiPX0h2N3MzcMBthtavaXY3o0or4rUfPvim9QHfIawH6Rp++5AUx/YsA9mMPAzEpdyDkSRep12B4qip5xpAahI7rG5trZVlUL2kgzGfmb7YM+WUMU+G6bdIe8fzKkZTAc2Z3zX/U3ue/8bILEjsCF3m/VjLKmjtWBD+/XDLN/FJgCBcsnzIKYWbJOXwOodRXeomLwIOHzEFzr/Og9x6WB9M/N+3d+KmD0JaI+NrNcK9OrzgPaIaxA67hWXVemB3e2Ixcck73ay89AJ9jcHTF4UGGrF4hNge9t0Xc82aouPCrTHivYkYvrEKruN7L05pTGcqjQ1G4LDRK/tFxnM0VQBNMtjuRHUl0B3KAi9kaGv8vnWHZCcGxEYjCi+Pg2pyXxyrty4aSkjQ8U9P3kR0vlWbK1v8SnPm0Ri63LXAce/LVi+k1ujVdZqr1xL6vMKUAc1L6lzm3P2CHYS4mLNc2t/osnJAyif5Zr6onlZQLpRK6yBa9gtFPNHJfbH5uybs3H0A8HZd8xByHENFBtJPa+vkQMPZuQF6thylc/EYkXnqNwA/SzrlepKkJr7fs71ZdOg/4yI/J3f5XMB8O0v+Yx/4osHJlJEqboS9FOwH2Sl+Op/ucQn/zxpz7sF0B6yJ9nBR8DFN7K3srcDPhYWFTjl/bZ3GZ06eMQGxOU2KzAoMHku2N25HglTABDF5ddh/TLZKxBgg3JvHiwDBYGDQDpg6TFlJvd+EZNHH2sqLv9OtRJsb3Psl1/LTNJhQIoOQYEb3xvw/I8ZfYAAzaVYj016NgAVT33Bg29yKtjdyI14oTQqZp9R8fp8FxtBqMzr3XO+hhnvN/uUjZrrC7FGyRz3qpbkGXm/RlcsxdaiPYGbuVzlMUsEZk8C1g95SLnyGKaRB2YFtIeaok+2DCg3sOiWoLCGutt7VDLeY65aCoZRD9B+BsRCUSBHTPyKpbFWjyKj1ZIenq+hr4MK0B7Rozx6H1i+kxtnb+9HlOuAfh5x9P0CQ43UEDzYIaKBzgfucj3dm++njCjIIMnQHabWmL5WxEpx8Jhj2Nzl4dsdRpQrKuvUBcMaPO/umNfqh0K03o7rkHq7+nXwEXD4aI/P/ukG/VRTpEAGKrmhgRkbmjxeDbx1v+Bh11woLr+maY086jl9oVg/zGOoLmmATs64r7e3Nc33MM2Gh19aUJ4Wj4Dlu4xquAGzuymAaIpG1eect93tiPoqIGxHUdoC1/JH0lOniCrUiKbqSwBgtCSWua9it1B0B4y6Q9hn2J2E0AoKj8DHbFwdPFKs3mLDa1EgBiRHqdxaRKlg306XreqShvHk1HvVCvZGlBw6pIhIuRe0JyNZXUnqy0kiqOtry30EoMgNvz2yUewE1SWNLX/OMGWj+PqSh2Zs8roCQLVmL1TvWhFLi9aeUA4VSJ8V1q+xOWOU0cfM/cbnbe9Sf7gT3h7b/p3SsNAqskMMgPVbFu2JwPSF4uUfccfdote1YPaZYndTklyUK8n9HCMSK3bYIDlbxZ7vo6Nzt9hRFjb3cw9LKFI0qLkQ6zlqz9myL2foadzNngbMPqPuvHrHKB8sOuyyRYdaUK6po7zfLmD9OAf+/+RFNhCGBiaPlBOPcPqYWgX0lkf/LQvhnSsUwOBRV5ctOor9jLq2WiH1sdUCOPktYPU21yx1phhlBGIF64qAtH4SrdftHc3OyLeA5kIxTIHZU+uVvMn6pNhwL/WT/J2zP0rHW/p8lvi5XOysb7do6svq6zDMFKuHwXriaprTciPp3OsnvF+8YU7eswLFlk69FsDBY1u7dwP2N2PqkRx6uZah8kDQ511f1lj7l38Pf9P+6D95fb2+Xl+vr9fX6+v19fp6fX3e9WUxa//L79dAfhwXPT4kr0giUrpJBuDjP32UrORYMtXYzxXtgWS8mHmDsaVXEjqhZ4nsqW/uEndQX0rqBzpM6SUc/gDY3A+Yf8wxrN+0CNlWUprAvWH3kupLT9/a2Br+rj1gyLo9GkWHBsH0GfEi9YWYRw8s3wHaA/bS66f0kjxESwwbMPtMsLmnePonMp6t2NGbiyWjAMnqP6BnWl0FDBU9V/9Oe8J8/u4WcQT+nHop2B4rqtUoPTS1vnPHiukzw2VtBbf+0QUAYHv3hPdVeocyyDUvfHubnml7kvuoacNx9zN6oMUeuPqKRfCeBEZSC67d5BTYn+T5bo8YgWlOJfVvhCiaC2BzlzIRS6QIjUfaiKHImMd+zrSIdIbnW0lKd2hBb7vcAX0QwCNrJVOcPjbpgWLj3xHDVjJ1rML1AoD2KON6drcVGtTSHgy9H3ykOPspzu2t3+AinX67wNAoDj4Alu8Cg/WhGib0qKtlQCwUQI5KhpZYzNlTYURg6dgPjn36NDBKc5SjqZv7guV7Nco1cPghcPWubSP7PPScs4MPAjYPcwqCUSGmRzb3ka76IiT0M9PpeS9znoDmTLH7Wp6f/QmjLxryfgdMDwTF5kGADIpqad60vWvYC8otU/QJZ1kxgtwdOjSCPQo550B1Zam8gnLuUeB+AtTnjFogABhF3GPFeZ+8CIbR9LXg55v7eg3AvX5omJpScfgD4ui8H+TFNwTF3lJeUXDxdb7P5CXnrFsIo/V9joRNzphSao8Nc9vmlF1ogWqgfB/9DrC7wedUK0F7jISrKnY5vRQ6sKrUIlSpD6r1CS32xJ/FCpi8NBk+5P/7WoqnR48sehmQ8LEegSn2SHi70OXoWawYfRsa7rN+TngHwL04ewJcfdXusQ1oLJOxu6loLvn3qzdyf9T2kO8Xa0bqhjrLfnvEaM70GaMpuzuWejM4S7GjnuoOM26O2QBFe8D/Ol60PdQEQSm2gtkz7jOA2YjFY2GUJ7IfaHvE782eKvY3TW+d5QhVe8h7a8iYKF+jas3oKtTkbBQZhliK2qKMfh4NtWOsiJf1PR4rw51FAKVlPuw5+xPunWrJZ2/uZWxjteQe7icKjMZQ7GFYTWB7h2NMqUvDiw9TysH6DTH5FgCKm7+pOP86MXN+xlQrRtqLHRAKYHfLIoGdJKxkLF03mF4/oA4LA/WAZ0z2x1ybojMM+lK4twBsHjBLsbkHTJ/zmU6yXa2YrWvOee4u37YsUMG5LlrCZcrR2RhrpH9/3vX71cj9D+Sl4EHQj0LYsXQgIA8dN660Ag7fF6zeokBVo9Ck9KAwKlBuMQIEU8kVLVCcCrp5TkVFI/Le3Odmv/oKv1OtKNztEQ2Bw+8Dl1/JIN76EnYfpA0AZVqgWyjHNQqfS+Smqa6ofDtr8sUUnyAMVuAgSGmn9kgR7NDge0lKxaqlH8MAVJc8vABgUyOBhEsDg1ZLfhYrCvg8o7AAACAASURBVGRzzt+rK+EeqYjDMTyOMyGOg0ZSsRM8+pdO0qJVWxpqw0TTpgeIRdKSqZ1hRpwMB8CfcsN366cZTD1/orh6lyD9yali9VBQ0y7E9i7TQdVVuJZCdoP84BFSutoNxqFk+H13C5g9y+sqPSkN2GCYG2/xieHzbjAtNzR8v/bECwysCEEAiBnxjrWLQHtE3Jfae3qTcIilDnqk9KREQdjQsVjfF4SOjsCLn7begC1D7hffismABfi75pxKtWjpZPhhMnsq2N0Blm/zEBqnj8OO8IDQczyesqvWQPNEsH6oLOzxQ2HgemonaI9YVTE3EP/qbaapXOlHjHBKlgbSQnHxTaTGzM0FU/wQYHOPxlJq8l4yhVfsgPYYCajfnAm2D2LGlYwson7K9HQ/pTx6g2fpCTtIRSlT3kce5L00OeX8FzskrEvoAVFJaXxX/vUlIQRM7+YUPuUOkImtq4HFAR4QEgnT6BZ0RvzgBGgUMN2XIQO723TeugPFMCVOyPfL/uR60Y8GYPaUn60fck4P3weuvgJMn/H3NDRGkIR9xl5NnwthJEeaUqKA6cYhG1QS8/ywkMt0ZQ1zFCw9XHO+508UV+9JMvCqpUJF0ZtR61fofV9SJjUotHJDSbF6K6Bc8/nFLqcNXZ6bU8Hmgab0f2RfIzrvEyvQsDVyg9wNbr+Jwx7KNT8fr0+seK/ugHvLjdSUJjXHtD3R9F6hBY4+7PDs56pUyOO44u0dpuy9CMn3cqyA6Qs687Gi4Tt/bIbpHRrwuxvXDffKDTrl76bPBPubNiyx80zpwLhx3C0UzXkw/QPsb42qxYXvXm6B+afAxTdywUp7JOjnxGqNU8QQnk/SA91csfgkG60eTGmPrGm6yclQsxn683eA0OU1oJxQ/7cndE7Hzjmd+ryenRVGVJfedF7SuwNmuIo5X0sAWxppAFK6e2gU3ZyOrae4t3fMYW84nvbQF9YgHFdco1gpesMCB0vPftH1h9pYk0iDxfPS4ypMX1j/b7kVHkr7/LcAFX+1DPQkAidze9ciR5dUhpNTHuqxyJtUS0XYMFrhytTHBHBhmlPB1bv5d/2c0TmvdJk/5c029wOal5I2uxbZYJSe3lex4/PH7Uv3Nyngk5eM8kxfcAzdgYFUT2gw1Jf5sI0lsLtFz336XJNXooHezO6m0qADUpWtljzouwMTdhtDe2zVnAcRi8cB7VHGQ5UXBIfGmgUSvkasKrJKqFoZxbGNXS2p4NdvMs/vG2Dy0jeNR9CQsFq7W4YFWAmW79AgckNcS8ALJ/aT7M2VK6/cEoJxrcADoG7eHwsQIjZ3QjrM9ieMtHQHMUXVLr9m99tQjroTKgmfA42c/2HC4gaJ2TjuFhb1sCo+LTUpEIlUDBDiawQmdwYrGyaUe0iupFs8CpRbAeqlYv0gR1LGhQuMsrmjQjk5/j4P7tIiQO4RxopYt2tVfoUkYzK0OSIZG85jrGg8VWtGjHxPVFeC0Jh3aYUxvick8t36qaLy1my2FoXhRDUA+yOTx4pR5UlL4HFrBQZa0msmHkzRzyVXih0ppAWO3lcs3xZEx5HtWXU8NGbIdoLd3YhYmjF0qMkr39+QpOyHiaYq8GKHZLSWK0COWdTTntAI9ghMe6Q4fB/oZzR2vfp3d1tRnxMs7sai79dhykNJOqQKar80cDzdcbRouR0ySpC165FhSuPW5zQGoDvgorpx5kUNXvW9P9aEJdvfoF4MPbC5j2tjGBoC57sFDFdpYyvoEJYroL5QXHwzO0puVG3vcDxexNNPBaLc68VORs4i90s/o9NZbgS7Wy6PAcWOuu/824rps8CxgHul3FBHaJEjsLGwvbgBgf8fBazf8APaqwpNxq2llFdYsppasHiMhBHs54DsgTihrvKzwKvZGX2xQjJzlOpLweZOyUpRm04voBGljCw+UWzuZrwYq8et+naGFMWlLChiaXuzzNWW5ZprExvLphyMAg6VZVrMWb1mYCmN6f0NM4DsHC223HPNOXFk0xf5TOynjMpqsMIGc5p3t7lHiJelQenO2jDlPtCCuN69FWfFkvuFuDwar9E6tYfenf2I7rBIc1CuXL8y0rv4mEYfYFkc5TqGDqmopFrRcasvKIfFJhvbxY4GJhrK1+qtjPlrZxEIkpgS3AEeJtQVO8OSt8cx607kLNLnXV+2GvQtVX38Ze7x47xk4GJ79Cz0AKJVNm1Z4eeVgUOtKHc8OPejaj2JVtZsFYiHH/fY3vOeZgbQnAuGhoe0G3kAF7NoqVhzObSkKpLtXYax97eyhbV+Mx+851+35wRFN6dhtr3Ne3WWiq2uOGYNtvlS9IwAcy1oNMUKyYKvloLuiCXFw0QRno0oRwYL1e4IBPUqrWJHjw3I8+dUCQSFApMXgvheBmDSm6aBublPQ9SpOyTy78lxkgHYsuCBXV/ywPAUUV5TA0AXwOJjTyeYQbYmyFQiEK2qcn/M/yd4lO/m71HsgKGh8u9noypRSxOXW6YztMhRyWLL+QwdK+zccC92AhmUxTwBQFAEB7xKTgWFVqCmvMqNp6P4N7FRiLo80usttqzs1VE6qL4E+ujrPJ4cpq5izZRJLJCq4pI3uBGs3szRj+lzpgnmTwSbu5ocECCnuq/epWPhh1xllalaWlVeyE7P/mZEtQkQ5Dnz7+xPmBrfCQ9Mj8zUV8IDbbAU8lYwf2LjvmfVvT0B14nawKqOSefBvZ3A673BEGrB4rFi+c7IyLRqMBnkWvSjvhTsb0ScfYeHSJKFhp5vtMKZsM9et8MgYsEll5ijzW7U7G4ZHYfN9+4Wx9oZREGGkCrStGAkfvpcU3ELkIH61ZL6pbkQ7B5m44ayymrgdJl8xJpUFU7RAFDW6yuucywtkmwReTfC+wnfzcdQrXloTU55EPczQe+R6D33RHNuxRJJNqnfdjeAor0ezfQoxPzZgGc/lwHvoc0HJZ2FnPIlZY3ixncHbG8GdIu8vzRYqvhAaTyak+BppX5qYP1p1mm+HrFmStqNQo8gDRMevrs7I+NzYlQuhWUr2rzeboR0c0V7mGEnHimNkWeRy5ZHWJ22Z1x1Gmtge4up2dBapmOdjVZWi7OAxysN6yvB9hYNnukz7jcvSpKB59D0uWL5dk517m4JnIen3Aq8aAHguXP0g4j4TeoNH3foKE+XXzWZX2UHb3uH422PaESGIev2/qamqNxQ5/f1FDyCrXedjZtoMKZqRTlqPeI9WOR2l6ORbvzuj+0e+4D9cU7DagkcfTjg7FsFU6oPR2Nb5Ps4ZYvLYGFFOLd+LeLFz4Y0Dw7X0UoxOQPWDzIbg3Qj+qAwytq0dDK29yKiOY8ub6FFglh93vXFpQe/t+u/9X+IyN/+kvf6/b8syhB6w7u4kjUuHj+Eiy2Ngn6iuPWPNVEteJrCoxSxBF78dMmNWTBk68YNhFw7oWVZbmGVPLvbTE/4/Tz8OViFpI9Di4zPSRxqE0sBWZhaYNZ8x7Jy6RiVCn3GG7Cixugclvb7wfjjGhpoBx8brcILHlj1aHwpaheoNIs9fxih5CYKHT1SF8Ryy3SrG2n1pdEamCfdnJkS2HPzhoFKZHtPLZVGj6fckorAvSyAm7M7oMc32AFSXxjfWmXVaSeK2CDxZ5HLx34mho0RGrsKKmfHsojSEAmtpHFDLHR9xHdrziThZIivYNh8mFCZxII4jOlngunTgGjUK7On/CGNhKV+KtIMTD/jpm8PiQnz9Rnsp1qyEs2jL7HJchJ6JEPZjSSYbKzfECzfpRfLteS7qfCQCp1zR/Fne5tYuc1dRrAOP6IDU24kRX/dsy12/JmcAqVFv0JvinzFHy+Z9wifr1HomVYllktw8CjCF2v+idLj9dSgpQr8J7ScQ+ny75g+MExhYWtbZIM29DQcLr8KO815wLgxFTqTMYsYNeblx1rRHdGJGSZqRjgswinJsAKMmqIVCGjkzD9R7G/yJ7TukXPNy7VVtD6339WK+ixk7jPQ6KnWwOotzkXREttCXBnntmgZdZs+F0yfC6o1MH3ByJ90Qk62y8BD0qJAnvo5+gFw9AP+vtgDiIyaekV24g/bIkWOfE+kPRkt7SxIa+4YKBWmvprzgOY8pLR6rMwxWZmeGBnKq4eFYb24B5pzpzRQTF7afrcxeIrp4isF1g+M9qSnI5YiQKaz+qlxNwrv1R5a9EayDBEKQ6Nxf1OTfEMp47GkLl08YkRs8pIyEM1JofHOA3fygu8rkbqzWtPArdbc1/UVMHtCyIzrEn8vjx4TdsIfp/DxyvahIf6wW7Cqt18otrdoqMeGP705P2/8vS0NhCrLaizpAKwfcny+DqG17VHSeZg/IdeiY3BPfuOS+2ZtUWTjirv1GwMkMiszNIRo7G5yvmONVMnfHik29/hTmiPdHkUME4u0WdV2c2HnrmeZZtzfWlIuhwnxvSwP5jMmLy3LUHENXaflylSuh+tUlx0f3zAl40G5QaoKDi11GwyGFCvOWyyA53+c1fkuWwlfpsD5NwONQvve9IUYrCnrJdfd+5s5MOAVv6HPuvKLri9rrI3DHu99yXu9vl5fr6/X1+vr9fX6en29vl65vixmTb/g3z/yEpE3AfwtkCVKAfyKqv6yiNwA8F8BeAfARwD+rKqei4gA+GUAfwbABsC/rqr/6Ec9hzgn/rswsOD+hmL+RLB+I4eD22PyNb38Gf6/f6c5sxDlTpgmneq1N3XuGhmIdXIwbLFj9G5/AqzfyqSv7THftroi99bQAGXCCCnmn9JzKnb0mgF6CsOEYHyAnrB7IPubMVntXiXJgVke3rjmyg1S8cH+kKzX/YTcabHIBQuwaj1WNF4Hr2rJPP/mnofJ7TPDeOxuAqKS+K6KvWByQa+r3BJ4W13md3VcWLlCSsOk9TDyUq8oA4DZZwbo1+vVqIh8VrWmZ7S7rSm03M+Nq8lTk6NIxv5EID09tjBK+fi7DROG9Pt5Tm+zco6ebLHN3my5o3cejYxWtkxv+jtp8tIkpU6bc6YK2oMMUPZUFYQ4seqSaZX6PGNdYml4u9bA571zQ/Gzoea94jSnE8o1vXMCZjOP0e5WTClBLYGLr4fkkWvw1C3H6qD72PD70+cWfdxYlSv4b8BT+Tpipgf29w3DtQfOvpOroFZvSfJsnaDXoQiDVfrWV5QjT5loCYtgWhanzOmy4+8xCrF6yyp37X3KDSOkzRmjBIlNHYQyFKOiBpe55ox72NfO59KZ/o++D6zeZNq2PRRE604h0bFFFt1ZXIdBODdhtcryXbSCcq2I9/n95gV/75E054js5hnHVeyM12puhTL2rtOngu09RXNmlXIrweVXbR62gupKsbvBVNaY8y4WgDbI3JC2x7s502x7w+2Ijtj29xZpngJxnWWrO+A7lsbd5hFeAKPqSu5d1227W5q6SazfBOafSAKIh45ZAucPcyiIr//EUq5J/myviAJqWZJhFnHwEV9q9QZJvtsTXOtscvRBRDfLGKP9yYg03DIhB48UF19Hwhi1JwTndwfk1+ynSJha6S0dPiCnd+yKNQsiJqcB++Ocyp+8sAzGlmfJ5l4m4C7Xgra2wzsAvX2n2TGi+OhfnKA54zpPn43gBIfUL140AFhEJzJCN32GlJXxOfzgXzmmvhtFfLRUnH2zQLViGtj1EmD44WCYrCVhKWM+teoqd1Hw8wgKtIeCamVrNM2M/0EzO0G5HZG+l4yWatCk29IYXgj6hXNBSprTcsN18kJDEhlnOfFoZ3sIHP2A3zn7jmVswOxJfV6gO+Aeb48NY7tmB4zZp+Fa8Ui34N6vLuUa+a7ztVVLyo9XpJfLTBr9edeXjaz9tIhcicgSwB+xf1+JyFJErn7Ed3sAv6Cq3wbw8wD+koh8G8BfA/Crqvo1AL9q/w8AfxrA1+znLwL4T3/U4Jy4MLQGpG00bSA3HHZ3FLs7PER2N6ncq7WksLzTPpRGq6FACr8X+4zvYKsT5uy3d4gZ6g4zpsVDyF7JRVB1SEUQ5UZS6ohp2pzvZnUNBcwJcT307RtBBpL3qR3k0hk2ruWhOCYu7RdgWsgIeMMAHL8fcfw+hdA3y/4WjY8UVm4FuxtM5cQqpzRDL6mVBwcDw4cpdjcYTr/xWwMLEOw76Z0No+Dpy9ARV+FrFwtNKdL1g8ww77QZjhNhabxaOXVOB7txlVptaU5pDVMelvpK6Lm+JKYv0QbYu2jB+Y01ZSnWOdUR9oapgSvEPL6itYPNWn6lVF4NHtoLhvqdWR0wrFEHHH0Y7TDKY2iPKAOLR5oITL3VGNv1WLqm0SSrbJnCuXejyFPYAJXs2GDSwBS7Fo5PREqJA0jkqLHkmsZCSRS8Yz6sWlo7tQVxKvsbGffpxJcOQfD0m2iWnX6WMZZecTp5KTk9aq1rYkOA/9BoSies3mRFW7mlYeiy1s+UnQGUsgVFSk86WNkPK0977W5xP2hpf28FS6ICRMHqTc7H8l1JBRyeEmR7Ma6Jp07Ypg2JFmXsIKQqT0sHb28rOzjsCeLvDvhOTEtKArQffhgzFZDJtqdiPdXbLUYQgVqxvSuGJ5KUWqIT5EUnPGyrpaJammG45Xp3B2qYI6TiD6cMGuqc3ip2kmW+p36cPuePRB6C/ZzGn0M+WKwirF4tFfsjpLlTl4250akcaCpqUgHWDzi/1TrLarmWhK+dPqfsbe4qNndZdchuDNn5cz2xvePpWrnm4N36dUubHkmigvI2hsSt2aEcX0lrKUxvadrHsbbOJstgle5ZFroFK7S3dxXrN+isJKd8ZZCSLssxDZ5MqdIeKqorUo9s7xoVRWCKb/YZcZn1BeeTbe4U6zcUzWVM6WAvPmGbugwNWjx2p8qrS/O+9OIytsNi+lJL/zEdJjwTHWoQeklFRYW3gLK1nj5jmtmhH5MzYHJG57g7UGhltDoFUF/xxw1j71Lie6U70FSVfOvXGQzw74QO0AopHb65J9jcMwjDVhIuNFoHomoZUpcPgO9VtPmdhsZJpPkHBx/yRyLnsGh5xjiUim3VMin3511flmfti3sj/OjvPgXw1P69FJHvAngIEu3+c/Zn/zmAvwfgr9rv/5aqKoB/ICLHInLf7vO7Xo0pkp21UlKlkda8zBtx9oScY+6JjVtkQIhh2N007y4tkFnQxsGkgkQToIHC4f3ODj7kd9YPPY/ujMW5uiR0FLT63JRXYu6n0r/3v7X45E9V6KqRZ2T8XKQ+0MTiXLSC+afe0kqxvItkmtO4NFqSQG90qPkh8/ikGxmazAAf7fedAXhDm6sTqaxzVZJXLW2NpwwKvPyZYK2Y7Cs9PaDtPc5H4oArWd7tyqg9ZHGFz097qAk/sTU+LuksErmhwq5WudpXemD2jNFKRskUU+Ov290iRuvs21TKvubVMq91uWVkq3nJ+SHnEQHv8080gZy9+sypVRg14e+6hUVNPwnE3jX58PNuDACSInH5mZwDF1/lWkyfsQIM8AIMdqUYJpqKE+pPrTJ45J2lHptWrj9YVCwZr9EAr3dp7NSXyJxbHefh4GNSnnhZOdvdMJJDgyzLFltaSaqQ9L1SXwr2kpXX5NRoIkBPM3nPK3IabY2/6uCDgH7Gyrp0OAF463/a4fG/MEmUKc6p6GNwnJyGHAEqd8ZDGIF4A9BKMXvicyroC2I6e42IViUWSxh/ojkQY8oM61SR2syM8P3FLhdDiOYotFc7Ts6Mpb/IwOh+SsB3uR5VwQIoryjv9aUkLKLv/+pKcP5trufkTLC9a5G9jpGKg8eK/TGjMh69ijUrFGMJFDqKqtuaT84U3WGwKJ59ZvQ7xVYS96BHMg8s+lVdIRWeAEB9xhO3O8iG0hhA3S+UrZuO9Nr70JkDYh1SkY+PzZ3YocmGkeN63ehi31NN3ynX1rJow8i666ndLVhU2imd+Pvzbwgg1CPSG1bQIsRn35LELViPIiYayGcJJV9jc4qE4SUmjh1J6mUGyZPbkcY7n50j+LH2yC8gkVX5rttXbzKK6Bx+SbZ6JKd5KA3jNs9RZRYrUP5W7xg/nOGsvPr+/BvFtb7KlF0axE6vsnyXzlm1pPxPTgVrp6xpBQePFNs7mStvZzJZ2RlR7A3r6r1lLXOgglQUmLgeO5iBRFqW9YMcEBArGAwdI4jtcZZjx2qODWbpWQTWHSqu3gqJi833hBf2xSrrUI/MO4Z3qJEq9vcnwMEH1t6syXyH/B6wfoAU8FkmkBij8f1cEkbc93lzLtiNig1fvUT1iy25/7cuEXkHwP8K4DsAHqvqsf1eAJyr6rGI/F0Af11V/7599qsA/qqq/sNX7vUXwcgbjm/e+mP//t/8j1F0bl1RKSsAWPPcMbkmNCsA3wACZO/FFIIfQMXeDCqXkfFUjgyZ0GZOIcAqg5xfS5GqYkJP+oewz02e071MkKMVR3jpNTnXqCjo3eTv+N/z5qPxRTAyoPQIvJ0VYJGS1hTaKGLP9EOOHOAVmXLhvrWo8XxPCzh0mrjF/Hn5fl8wNuXgBUg91xIdSuEpV/zQ5e2MWOqeB67BD1FJ6ZUf+l6ANR3Wa/fyNYnVaOwy8p6H68/RYPNokTgP5TuFg3+W5tVpPEwOHPz/uZdHPwBr6SVQoQFxr6rxrG3T56wCVnhRhV/O95TWEoA3Dnf59jY2vi6cPwFGqRPKFp9BJY60KbzyMfUffVW92JiYTjIFPxpj6Ed0EYAButlWKfH1+XwEi15Z43pf99REW/P6Alme0jsV+VCAZNnyAofr41UCs/eAloI7kwrPt12aozTn/rXI9Un7bNTY2+l3FAqBILFUie1fvR5lcVD7WK6TLJi8+7P8QA22xj4Ovw8w0nWl/vDe9OnoPWrqc8rvhMH2tMvE+F1TijrvDy0410VL6og0Dx5EHlWH+/uEYdTPUXSkXwV3m8pkXfI2Kuw7YsVWpg/TGErN8zq6n8vqeH2vXUq9Fss8h75GJLpGqsIf6w7fT2m9TFb5fKS94nLvWQRmTPJ9XEdKtPUfnVXeU3V8+Xnm+zG0SNx6Pi7XMf7d0HoLPEnP8vlxub4zrfB81yWdn9bXeM9kkMR2IEPulen3SOMzXeP73yuEhymdCz9fxi0B/ewUNVkay+kruiU5HTI6WyRXBA9V/p5gtKZApgAB0jvlgduz7NxLxvGQ90Um6x6dCX4fRZqfsR6XKKlYKs1nqfgrf+7P/Z+q+sfxyvUT51kTkQWAvw3g31bVK5HRy6qqyO/GPPLDl6r+CoBfAYDJwzf1b7z/aSInhVp5bWHl6xeMxgDEDQVr7Cp95lkbczkNNb0Px7Yc/oCdApwEcRwu18o2TaD36HlpwHuGmve/z17b7Dn5hg4+CNg8yOzKKh5NYZp1mChq4xGTAVh8rHj5R+nhJ1bvmmHu7R3z0Cb5YCr2mT/HiSzZOJ2RvcVjVqSNcTpOGhhrbtZxz0WJJJDVAPyb/+wb+BvvfwoAmH+quPgGjZbCqqeQvAhge0/TWHOkkC8s0fBCN5H4eNpj8oa5hznuw1ovaTT0M712+PdThqeh5PzZ3NesdIxeYZgCE/8MSNFOGUiku7mXI7CxxrXqLVdKw4QpydmTwFTQQSakXL/BNZt9Fq558OWGYXc3zGdPMs4NVlWWN3aWr91NtZ6cTKP9wv038B89+pTfEWIaPa3nbO1QNrF2yguXb48Khd4IX88zFnCYIvXDJLWA3cr7N96ImH8csL+RlVW5loTf2d7ONC5amLFUGcGn9S8FgOYspMNqcqZYvYl0YEyfEQt58zcHdLOAy68jyX2sWVm6vRcTv5OvudOKjLuKTM6Md29iTPeLmCKmsSL+s7TUidMhxNJ4sOZc38P3BfsTwV/+qYf4T379U/Rz0yXnkrpRAN6A2tKS7fUuKs0pIRKvGnme0g8d5cIPhekz8poFN6Q1yz7Tv/nAdcxqfR5IVbIxo1mud3godoYBjE47Y+tU8f6TFzDMG7/TzRkNaS4Uy3fpUPZzi5hcWXPsUWcA/p6pnmIrOPyQ0RZP+w4NdavrEY9WOLl2t0CmYLE9FjrBv/XVh/jlDz+95mi3R+zf6qnO2TNGy30d9idWiWj0Lnn/sRp7cso94HJiTBYIPVN+2zsZ9+g8hO0Ju0l4tHt7VxN5bXfICJ47a8WekUxCcfJeSXO7YHqSdEk2p8uQOmwUG9I7Zb7QiPnjghg2q9D1d63WjEJroZh/AlwZTrE5JUXM/GPqGKd5mT8mh9z8Ccmay00mG+9nTPn+5W8/wN/8nScpst6eGA/ni1zx7J0cqmVIOE/nRswcg2JVvowKHnzEsZ1/h91QPEPVHWS6jfljYi/DnrKU9LCdnekSpCj5MGFFukcMDz7gn6zfsO8Zj9rQZONvmCgmL5na7A64n/3yKD2js0iZnvqS61rs+DwZMi2Lz1N9Tjn1+RFjbvC9Xl0B6zf52eRFwO72F0fWfqLGmohUoKH2X6jqf2O/fubpTRG5D+C5/f5TAG+Ovv6G/e6LL+VEbu5kA0YiEs0FBOgMF6OlIhoZa7keeRdlPtDKraAP2aBf3xdMnzG0L/G6YKbIgUXjPPVVLUOiEamtTN1Bjpt7gvpcsHyXh48rKQgJCC+/Anr3XebwKdeC1UNSX0xOBfUlf79+YGzeBcdbn4VsWEyNC8fAlv08RzNK47Mptl5u72PzNkv0lLUcKxuWkXvUwlt1rR8ynVldMdXmxRW+Fq74QgfMne3/JsfNcLgk0kaAc1YuiT8qdznitnlATNTikXkrmpt6s2EwwZwa+H6ehtBCU/pSRXIbmCPzQKeKHYgXcUOOETBg9qmwMb2t693/I+Lpn3T+Ma7L3sDO9aVAl/nQcBB+e2wcSobf6mfI5JJ7m2u1NMBVSGu7P8nYpfiWzWepqFbkL8pRwQxyvuaNa45cNOfEhhGXyR9PVQ2NFWdYuyw/ZIo1lbNjjZhetmeaQd5P+A7uau2PBiBK4hna3YrZ4DA8DItYvmBH4gAAIABJREFUrvOfOVP82bcKwz7B5odrMXnJ9Ee5zQUL9ZVgf8x5nj5XXFkKolsQWyjWEF2GTJEA9a4c1nWgyfcKPTB7AizfE3SHZrgr/6Y+h5EhE6zuZMzDROHUELHI0ID9CdN6w0RRXfJwXb5n8+qK3myyHG1iKn/9wCMjmZDW8bha8CAZpm6kILdZGwyz9cKA0QeBvHZmqDkdDQC0hnsj/1guSnLKk809AaJi8Ylif+RFU9RzTqHhchJro7xpSRA91JpT9AKDL5gucMqVPTnf1Ai+uwXhA5xTw1wOYgsotkY0TE9+C1i9CVx8LWD+KcewuU/DPZaA2B7wdkHbO2r34/pu7/phbxi0kOXICW7nTwT7I4eRjIrXDJ/p6Vi26vN3lURJM243NXsesXrIopDyJbsoiEWH+tkoKmORMLX3DXsSKvuaJSNuoalt1FDQ4XYHpjlnR5HQG6Z1n41M79SgJdfQDaJqmffU5CVStLLYCKrOOu0Yfrg5DVkeOwYG+gPOfbmywIJmnHescvusYscuCB4QcEoUwAhzDQYUy9xhoD4nzEAGS7Xejul+uzsxOUnTz7IeZhQrYvo8YHdTk+wDwN548prz7JgASAVRQ8Pnb2/TeQMylIlpdEldKlyONZDGpzkNuXDMHIHCHOCmkxTFO/g4otx+cRnBly0w+Ce+LMX5nwH4rqr+h6OP/g6AP2///vMA/rvR7/814fXzAC5/JF5NkHFjSo8ktFmRJj6h0nqNmbUrwwhMHZEA8c5JMzkTTM7obQ0T4Ob/NRhuKD/aU0EyGLmjcZyFlmDhWFPhOqu/loY/ChT++adIfGAaaHAKaPjMnnJcrIKkYq4vaAysHwrWD2mALT7me09e5MhAP9Nr6SknuPU5ciBqveRB52Dh0F/nqPKN1c/MoKgzj1dzxqiYp4+rNTddLOlBlkawW+zEDCOSgW7uSzocHPgbSyqhfqFoznjw9DPi2PbH/KkuuTbb21ZUseN8OJ+VH6xDzTWqrhhd8kijdxUIe3przn3D7hDKTg/GjXTzN2nY9jOuT2lVws9+jrxp+5vs6eqFITIgAVu9UrM9tEKX6MBmKh4HrIpa6lRMwRhp7zARDBNGi/YnwOzFwGhVsPSJheqdtNd7A7rC0VKxeBySh0rsja3pXnDy24puluWuuhI0Vnns0Vky33PsCbTbZM67WBoGy9IPqfBgE1Lf2dWblq4yDrihNtyRVVCRTNJ+3FEN3IfV0uTQokvdIddy8Zgy0c2RsC/9jMUGDrrXANz736mdWYgBOAebGy4AjYE4iYiTSMybAd9nT82gdoyeGI7LsDHlmq27mvMcja+uGKlgVJhRcCc61dIMY0+NGDCc+4QVks0pHZZia9HcdT44Yqk4/h45BqXnXqouBdWlJA5Hr7CTCCzfDli+HegsRBr7zTn3S3OuaM4ZEXXGei92oNNLsLv0lNnl2zYHlj4Ke+q65hRpXUMP24Mw7JdmzrQl5b5o6eR6Adbk1A132w9DBv6PeTKHxrGJmnjClm9zDiBs8ba7YVG7NR0xGUwPmk7zNR9qRs9ufDfixncjvNq8WtFxbA8z5936IUHtxU5SwYOn3coNzxDXJ74nvF8yuTUFzSnnaflmgLcVbI94n8y5pcn4k8g0YeI/7Ggwubwmgx3eSUVTFbWvX7cQVvI/oAyPeQyLHWWRbRU1vRM7q9g5ugDqK0V9lXnY+nmE9ATo2zbC/kau5CamLJ8tnt70dk/7E/5MXpI3NDamD2OeBwizXV705sUmXl3cnIvpWkYf99bXV3rjortHo7lcuywL1m/ENL72WK1VG+dqe0cN+2f7zDB2Xqigo4I3OkSKox/QulVPl5qDnbsWIHHAhZ7V6r2R9e/uZJ1/9U5IQYbPu36SkbU/CeBfBfAbIvJr9rt/F8BfB/Bfi8hfAPAIwJ+1z/4HkLbjfZC649/4UQ8gxYIiesPvIoO5ydROUCxgHoZZ6WM2+4Q1CO5BjtOJ7Ad6+V5Bi3oMMN5SYXVHJHfc3xxFbYzRGgrACEr9ftWazP3FqA2QYwBKY47fn6TgCRmaa1ZotkfAkHBAjPxpYONhtg7hd1QlR1oKawJ+nqOPpKyQa/ilYieol4qtWmXsKJri9ANefea95YYJPe7tHaucHDe6nzAczihXxmqRBZ7GS7egQetelpYgZsCpTM48LUBDbPGcc9MejoCeV9mo1IL/PvjIIoKW+i43cq0qjxgox7qYEWstgS7fE0jUHHEdAYInpwHtIQkgXdEDwPxThvKLPZW+M6jHmusng3nzI1LX2WcEhXs6tthlyg/KFnD+zSJFRcKOaaDQmvyaskpespFGbu4pFo9yoUd7bMppprj4arjWN4+tfuiJtge5FRvTx4E9J88c9B5tXc1rnFzHfZQbYk+KVrA/iTj6Po1zfidCOknUBy7zAA+I7sDkuBHEg1EUSskCH3rB8t2cqtre47qqAJNLyW3RBPjsn2oAzZG8ROthc+qpw5QemdJA2d72dm+cSygN73ItmD1TnP0Uf19uLEJ8i+lyFiCEZGhs7tH4YvUjCZE1WOTIDvTqCVPIHhHoFpKAzv3EIwT87PJrAf2EToPrLoCwAHbr0ERzMm4pB1CutncVR7+Da10eRHmgrO/noqHuQADVlNrySJLPq1aMNjvju8vJ/gZlcvZUsbkfci9mYVXo+g1r/2Yyt71DY3eYWlp6LSk16E3KgawbAa51cxqMzkOTUQbAWlPRmNKKy5oyFmrdX6akoTn7lhcRaUoBeqeFMeQC0QyISd6vxYb0Lds7glAB1eW4/y7QCxCNODt1HREaEf2C46xG1A2+DwvTqT6nvm5O2FxsJLURZDcWyiQMi+5y0h4xiyDg552tg6cbPUJUPpUUwtnc1YQx6+bcf1zXiAgajs05uwgMd/M7ycCem/1hRHUeUj9fmAMbIAnaA9BhqS+NbqPhOTKMsHvlioZYcxbQVvm9Dh6xbZ4zGjhc7O3/cY+nPz+hAzs6k2OtiE1MmDlWkebnaGCEdfMA18ivuwXJ2ne3qfc8DeoQkZc/XWH+hIGSdGarE6fzXYJlC4qd4OKb3iYrE7kDSB1Cvuj6iRlrVijwRSP7U5/z9wrgL/0/eoaV23taheXy1luvyOBNgH9z9DvA+be5SRzI7CzMXnJbn4fU9kOD4YasiSsX0g6TnWG+WmKimjOuYrdQFEvjKZo6EJvPmpxSMGRwmgr+vjvU5LlHq/j0SjPnsekW5Azz95k+5ybwRuha0pgAaDxNn7OXmfd8S3wzVgXqmB1X/kUrWL6D1EuS1AD8Trkl5o+l6FnIh4lVZlo0qzvMODwIDaxiT284V8taJwRlBHNzP+OeNvfZIeLwA0biPD3qm3X1Bj33EDLX0/4msT6x5niLIqe4XDaKXU73AEhs/cRjEE/l8rD4hJ7j0FhLLEsZFlviX4qtta+a5nHvT2BM79aixiM4Edf7jsasPLd3OFedtagq9pnKohAe7B7FlEGsZZM5AgMNhWiYPIBGGSN2TA2lAzsazuwoGpZKMXlGOdnddG+WxuO4km/6XHH2MxHNeWGM+KbIzblxA9jfzY2AsKbC297JqTenM9ncp1ec2hbBmlaD79geRSweWertCGZkAmE7OoDBqHZUrnl3mEH3hR8CYuM71KQbUmW2Neku13yOe9NqoO3Ji4DpC0X4Gg//0HOvzp6SW8pTc46H8V61vsdJAyKpWm1yFrG7Zbi5gnOxuc95d0xON+dB6o5DuckGKN/LdFxASut2cxrH1RU5wjz97Wsu4pWGHtW0ObLU9dW7ln43+SEvlIHTAzB7lvt5lhtBeUlDzeljACQ8VejJaTj/NPcaDpFOltOluDFbL0m7IhGAA8sdgN0SFF5dCeJJPoiLlljbcsNsSHWV9wp5Jrn3hkpRn4dr3QFiBaCw5vZtPo5CT8d5mDFKnCr2zgymYdhaly1MlM6HOfahF5SGtZ2cMkKloCObvhMs6rdntCyW2aFOz7J0XTniK3MYzDBR3PmHiqt3HHepmH0mmH8WcfV2SKz4AI1pBED2SFRUAHJvWFg0qULi93RsKixr5AZH6GlsNeeCbsaqR9cz5WbEuxb5t64DunnO6DBaK2ncuzv8NR2e3IKxMholl5PaztF+odjetmpsw2X6+j35ExMUHZ18RiL9vAaKXUgtwcjUkM+5MAjWb1KXu0M9zCPxnyZP3rEBoENR7Hiv5TsGJ7D3m37Gc3+ABTP82Bu4zt4VJtYRpfWk7aeK/Yiz7tXrJ15g8OO8FEC1CmlTe+PUWNIgKC6zl1OtBGff0XTQOABz8iIYoJzGU6xzA+r5J4phmsHnxKz5RmS4PxZMzfhmP/kt4OJbVHzNOTdjogIRA9TW9NpSM1krW/bm0Gzvk014pgPIC1Qaxmz9UI1Il62ZIDQAAG7W3W1BrCOgkjYhkA1biUbW6pgeC41XSwpnsZMU/dgf5wiFltm794ttZIhLyArHMHNrQXcY0ViE8+qrSIfm5i6pFRJeTLjhrr4KVJdI0tsvjAvsgJu6vkDC9PRTGq6A5KbAZR6DN7kfb6hyZenZlqkbLTKOanPXI6QRxT6kAzU2IKFwCdz4bsTpd4RMgqBCLIwyINaaiJN7ZQFAt6DsOPCWa0SZ83Y0JFjMguL4l809m2QLv5Pfy4yEIc8DQfMBsMrJVA1mFBPeBkUGQbXK0SYnhN3dzoSU0+dMp0BYtNCcBiwe2/zcNxC1HXCJYNP4lTwdQeJllzWmMmMtFq3KlBGxpmFZWAP2zcNsIFSrHHH0FmmA4UL3ec19DtppxOIxyUepdCW1mdre1oSv6mejg6TUhB8sttyvu9ue2iB1iwxAtVJs7iMRBzsWcbAWOqk1zS7LXywVyzfDNYxesWcEtLrKIHDSCQgOfwBcfcWMkm0+HHc3YBH0fGAxYpphAGOc6zA1bJ3BPmKRwdpacm52t2kMpchxlUl8Q+9N6+096gwW392Q1JheK6SqPA38jl/9FEyLXjAyuXrL5tv4t5g+DRZRtIhXRxjE7g4LQ/x9PJrRTy2N249wXHM1WACSc5MIlz21ZWlVN1irJakgNveMq6sZEcVa5J+RdaCfenQ4Fy546tZ15+ae4Ph7iquvUHce/Q7/bvU291x9IZYdUNz6TQrD9i4bkHsUs1plKqdYsi/y6i3FxddDoikhaF2xvks6lMnL3Ft5d1tTRD6O6CdihUR0Hjqmw9cP8rv2c0bXnKcQMOfumBGqakVH1wtbtAyjXsi27iOMsHOoVct8P9JbUE4dCuR7otwCooJhEjFMcvR88tKCAIa59paKPm7vX1tuiIPmvBnPac/nD7MclGBmQ1N/Wd+v5a5gyvK2G4XZWJNeUs/eYs/39H3ZHmf8msMlKBt2th5FzJ4ExCobhvVF7sv8eddPDLP2+np9vb5eX6+v19fr6/X1+vrR1x/qyJooMHuqmFkV1PnXCjijtwowzHEtLKulApGknGMOHImMosWS+ez2iF9qTgOKPdAeZGJMD364tzoc8nle7XTxDVrX1dKAqKNEsPO2aEEMhV/tkTcWj4z+BFxrk1UtraXMPrckEuXfERjOZ3roe6iNQHdHL54g9Rx18/QAvYCctvQK1VgDzTOkdPDyHaSUIukIRu+0F+tyoInTB2BaeH+iyXO8fNeeowQae+Pz7iB7zvOPQ6LeGM91uaanG3oY5o8UHwDHX18xZdjNBZv79Gj8s8mZeZIj/hwA0MopKziZjoHrZoqT3waWRcD+ONMrEGjLKMXmVkCxy8ScxR4pUip9Lv3WEhiswjERBts0ELeR/81UkslWnSkXujsRKpo8U4bi6fkef1ewcSyJkkpl+Q7Xz6uqUkXZlpHe3e1cpdUdaKIwCPscCRsmACLQvCSBZixztJmdE5DB13bJAKBwQH5uRQRYesPwjE1PbEjCrKilEeucYvb32dwf4xa5DwA+uzvUVME99lXXD8hc7xXcY/xWLIm1KTYZ80S+rNzQfXuX2BmJXrjA6ES3YNqsn+boTKyQUqXelszTXaFlNKHcAG2q+lYQv0m8mkMnhgkr+cjujtSEHUACoNeXgs0spxO9MMQrkL3IBGAUOFYkVm0PgToqtLJ5nGgiCC2tAAigbPczEj23R5Yt8MrclnJW7q6nfIs1AFgV9FYwf6y4/KrrVcpNP1W0x0Cx53PaY6SMRH3B+fUG7pQ1TVFCl4VurolGZ39i1Eq+fAX3sRMKM6VnclcDsGKr0Oc5lYEt0MhnCKti5GfVitQypDjJ0fjmQpIMtScKjCv2N4xcDQ3l3PcK+cMyxjYWwPIBX6o5zdCF5pxz7rIVawVCIMZzkSNuRQss3ybgv9gyG+N7Nuk24TnnEfzJqeDqPY6x2Bq85MgodU4zrCdxxAEpSrm7RZktd4J2klOfMPoXKOldXHcOtRf6qFUvX8fhOUtCc5YpjBwaUGwDJqcZ09fNuQaHHyjOvu172SPHxAEWWxjVVH6GF04k/TfKJA0TG/dIb/VTTcVbpUXzfF0np5yD7lDRj2i7fL6HWcT008KK5XKEur7g++3uWDTR5HH6TFJ7vs+7/tBH1rq54PnPBjz/2WCtSZgm6w4U3SJi8oKcQl5RgqCYPc0tIIaGC7u97WXokipVyLHERZ68ZPWQt7aAASj7ORXM0PCnvhJMXnDRt3eM/yfmtKPzru1u5oqUobbKwMFAxJYqjbVi+px8PME4iUIvqXghmNJqziWB4fs5FUascuXNwSOkihQqSMN4TJCqfPqpJsC0h6C3dwTbO4Kp8TeJ0sidPuOPDJJAlKs3rerHnjNYi6npc0m4BrGxOj/Wjd8e2HHg2Qh8bmm+2DhI2zBmW1a9OsbN56G+EGxvSWp3NCYuLTfEyHULAkC9moi8bMDhB0g0L14pOjkTXHwTiSVdK/7Mn5B9OvSs8HF8WjJ2OqvgqzW1ODn8UHNvy8BOG/4dLZB6zjYXpKhILV3A8bWHmogkY5X5wIaahvHybaTvhF7IXxZMAaZqMEmUNhpoXO9vkAqlXLPy2A9Hbx3lKTFiLjPGBUCqNmZLKDE8G9c77Fk04bhMn1OJpF8ZJqaEQ25LxlZN2dlJ6V5Lq6b+izFXq3oaDYVRo9i9uCcVV1+J6GeKG9+N2N1mCyqAMjW3FkSTF9ynobUU4EyTIdDPOO/NOXGK3SFbzIV9rlDc34zoDiOLPFsrHrA+oYQ5kBNs/VDZduaIe7dcOZZF07uy+pjs7bHS1N0BMFkxB4/YRv6E1hyIS8e0sk1Ze6Tp0NpYUVV3mItwghVeVCvB5DS36nFMkFP4EK6BRA/SHbCF0+5Wbnk3TBzHx3W6+AYr6NguibqBvHYxVTombskiY5+Klj/cD8aXVrnRkPFU5Zrv1S0U3SHn/43/eUjV87FWrN/MbfyKXe7xSlobjrvckjkgljAC3Fw1uHqTe4kca5rkW4W8dLtbmvSnV4P2c0V74j1Pr7c4ko6f3/jekPCkm/v8+2TUV9wHPkdehd0dwHCu/Dl8n+N1PGMxOvhlsNT/xGhMrJVWtzAD0wy0RJCtPHfo8BP/ePBIcPBIcPhRJBxnx5ZKKuaU74Vp3Eh5d2fDK2vFDolYUfe6Doo10tywdSFy9eTAv61WNGZdN7GXc8TlV1jsRh5I4XqZnhimxO36GhV7FmR42rKf5jVyYuRyy3Pe97+3IdNATK237OPzOcd+/hH3ykDM/s5ATjU7J9J5dCl4678/S9RD/Tymz9qj7NR93vUHooPBj+tq3n1D7/17fwUyOqDVmKwRFCKAdiN71dkQBwEaM7n3BVDFZG1LEaGDfacNQG2o3zZcN329KrMaENsiW+vC6B3E7tWFXMZSRaAP17BJ6fJNVNgY25C/A+TPeosaVXZvUf6+C5DaNqQz9KeDP3uiMMZxFJrnw8Ytwu9KodB9SO+Y7lFG/OLiHfzSxeM8hp3N3/ieAMczGaD7gn8X83PQBkgT87N8jUQRGs6nFApnUIeCa6L2zE2Z1k+C8t6D8Lu7EihjHrMZ6IiCMGWoIO6KNM/+/VANNnecU+0CpFSI3St2gWNtOS8SNMmJFJQfbQPH0I3aFJg8SKHpfQGwmGs092O5kJrzqVEgZcQvTN/FL109SnLiz07y5Y+qGMrVXQGxd9We8icNy6m0C5Da3rULSXZQxTw2e1cfmw4ZF5rW0tdzrF7EPvd38fdrA2TapzlV5br5+KSK0G0BmQ7pfaTg38HmQHcFMGZ0F5s337/+uwiuwT6v8XgtRK7PvQSFFBGxKzivXUCY9Ph3pu/hP1h9BNjvismAYV8g2NzFbWlrNUC3ZZrvJEM2N77uvnapM0AXknz7nLq+CpMesfd7SN5TY9Z1f18FD9zS5t3eE1F4330BlKO1HYSy5jLs8lNGPt/pbupxmd1ITiX/v/YCqaOtq+0BH2MXIM3AdRZQR9p8q1WhS8n9JE3ee7948DZ+afkIiPwc4LvFLnC/WlWyv2t6b9MNEvQL919eH0GohzTHIkhrQZ1quntXQBp7nsvhWH/7I5yZ38+I8Xop9562Ib3PeBwus1LHPHeDrd0QWGaaChZG55etxXjPImiSkXQWRLHxjfbxKJuCoPjFQ8553pO2rrsCTvVxTX5cjtuQ9x6Q9ja9/9G4x2eDz18xmqMovM8gWcYrzbLi7+6yau+Z1mZv69jE/HzTObhiGFgXvY1XgfHZdu2ckWvzw3Ur+F/XT3uT49p0lZ2L1+bUWphhsM/S+QagjHj8F/7aH8wOBj/WSxTltH+1KwUPLLVNaMIUBzuY+wDUiuDA2CoiNVUQRRCFqn2nEkgANCIbAP63CkgAQsiGHpAPoaRkS0X0DRSUSjEgjw/8txszoYxUIva8UOTDTQe5ZryFeshKfvQe41RSmhIXwIIHVuwlzQE/5/toyXFpGa99V1xRCxAmvb0PEINChAaP2AEAgC1iCgVm/Q8ZhWpzgJq/d1oIf1+ZmCE2VopVhNo94qxHsPEJgBgFUttaTHre267Yc93TWgGQqR/YWQn5ZygjYgzQggdN8NYxwZoGlTGtbWqnZHMQbUxVyZh5jPnw5AGRlU8IfD9VSd8dHyhJfiwVE5oBHsIPQaEuB7aGcRCEMnI+irHzwe+FwsZfxXSYaFBIoYhBEaqYRXtkqI3/DrCDzpUyRjIcAVVBUUZEUf7X3l+rAcH42MQOHF/bGPi3g8lN4UZmngka04seOrIffA9da/NUKuW4UBSzPumBtH72XB09n++geU8WEUUZIaIo6oF/X0ZIiAizIb1TMevzHMw7yrqPt8yOkCoQKly7VHkQXDckzXkpI0JQhMIMGG+xpYDU1+/h8qBR+PzSmT7zfWMzpPcBgFiEJDvjfT7WHWKG8Ng0tEdRVl2u6ywfIcEsbLxlTHMioiimplMttBwHroHMRvq36inf5jiNv5+cKltHlBmLoYXrC/5tKMwpM93ID6/vLd4z4lXDC6NnRtOV6fsqkPJ3ubcZJMkxtXRhUUYMonkP2hhQjc4B0Xxau5waHUnay+LzL2kfJfken3Mmz36FEDH0AWXdIapkAwi8twhQTLKzgdpkat4n/VmUef08IKIF9Yafb+M9EMvRHhs9TkdnBID0zumcxej/be/E3oztamSAjvfsWIZt/tVkPs4oG0UzQEs7Q4qYDVP180EZJKhzYKGsBkR/5twcvZFT5mmQdDb6VeXzludbltUwOldfvf5wG2uDoF9WkB2tXTVL21mivaIOAKQN0FJRLAOGeYTrG+/vFXaCYc5NJeZxpcN4ExCnEWEfEKc28VEQ9gHdJEL2mcE4zmIONQsYum3zeFhFMyC0IZV4a6UQ8w6GeY/iskzYr6FWhE3AcDAgrArEiRlx+4Bh0SMsSwyzARCgWNo8OMt9BFAA6HObqvYG/zZsAob5ADGr3+cp7AJiYweUe+o9K0vDNgAPBXGZTx9R4QHZC2ITU/SxvCowTEdRwXFUUmF9GnN/Q34noLvd09NsQ1pPRPN4Ap8T9lwrfka8wzCLiFEAC2lzcDb2JgKKZBAgCoo1W48MTURouY72QigvSwwnPTAI4t4NjgjpAnQ2AEbAmdnI82aULmDww3AfuBbg2gxHfVqj2Ch0MkB2Rbq3YzKk88bzrMjCXYGe1wg7ynC/GIBOjPaAzyovSgyzCJ0MqF5UCScRZxHFskB/wPSF88sBQLHmvEkUDGXMXq3Ns/cfLVYhzbe0AXEyIKwLaK1pzMUqoOiJYSk2Ad3NDmJeKAagbyLCtrhGa+Dv2s0HSBsgLfeGP8dTwOVVgf5wSPtIBusX2jH14us9VDH1EgX4Du7x9tNM1JTmw+6lFhUK64JEvIsBehIwnDXJ8JKO8lhc2vpN8jO0UPTjvrMRlJN9ID/ezPbs1uQhwtbWBw7u00iZjZ0gHtqh0AaEbeA7z2J2ogahDqkj92ypSdaSbCqgk4jedYFdxZYVfeS/G+1/AaQVjnd8phiEJHFWuT5r+H3pBX1jc7jLG72v7f6FZt28KZJBpIPJbzJ6ABwL4rriHI6iFRoU5WWB/kYPaUOy5n1c4j1syxG3lvfD9LG76LUBg/FxuRwGrw5u9FrvyHHPZ/HxDiTcjnXWT6matBv1kA2cq+64R7gq0U9iHncnQJHn3dc+yZRF18M+UH8BWY8q31O2IX0nFqRB8XUffL5VMFQRk08q7N5qIfsi4at8XrQWDBc1xr13yyvOdXlWkiJnPmS52wdEO/eGeZ/O36jmqARF2Ba5zVql1H8LOo4KZKy05v1crEI6M6KfezM+hzi4kfHXZdJi50WNRj4fNoH7SYHCdPRwA5BdgbAVDIvI6BrMBi/psNbnBdrbPcKG79NN6VCFLd837LNsR5NtUf47WCZMemLZXFdLL6n/7jAfEOWLmkP//wCz9vp6fb2+Xl+vr9fX6+v19f/l6w91ZE2qiNmtTUoVeNhVleHyGK+nOwBA7gOvwvh0lDbwNIn/O2FcXvnbaCF5huUdKcR2AAAgAElEQVRzyqsoYvpsnOrkd/n9ejTO8bh53wA5HjEnjsaFG/l+/ox4nB+gJ55ii+leIcRr7zez93t1fkSAYbj+9ym1oRj9LmJ2d4Q4f2Ve/DvDzYA6RAxDQDFKc8YY0hy9esU7gokHd+y7PqfjZ6gKmpB/5+/A8es1OfD/vjoPestC6ZbWCaP76Q1B+coYqmpIqQ8f+6vr90XvBQC4be94MsKYpbn/YXkYPyeEiOmDVZpLl7UQRqnGY6CyFJEe7pOXJgLoDaAOrwg9ANy6Pn9jWfBni2gau1/DEBBu6jW51VuUqcLmq/yc9xvLwqt7zn/nvx/Ppd6U/5u9N4nVLcvOhL61T/d3t7+vfy/6TEc602mXy0BVyQgQI5AlzwqKAQVCqgmWkGBQNUNi5FFJBS4hlQSCmhQwQAIVzCwhUwM6Y8su40w7u8joXv9u8zen23sz+Nba+9yb90WkRYGTqHekULz7//85Zzer26v5FqoJX8YIlGXAOP7kfl/n9yldTp/X3MAj8Ugm/Bswu7tJ44tRvzue0lTm8ZtkynX5cZ1erqRB6NxtT6fh2+kY7O8pnU1l1vW/p6FfPi8kPpk+J/P6lAbtN+4n5Nr16/ra27pO3wUA8TDz4vT5drkioDne5XCnjjlGQTgRlJM1uz7u68+drsn1v901+XHT+l3njRDclb+vP/9GWWLrud9eG+/V8Vwf95SujE5sT9LeHl69x/bo+jxFAJwCC9VT031yLsIhoDndXZXTpw6VRODoyhSvrMN1OWXfm3xIusA74IRR4etzsLEb3dfuJ+WDPXf6++ke2PuTbDzJ87bvQhC4g3hFd/DziT66DcyiQI5/8l1GW6YPytInPp3S6nX5M71snq+7vtLGWukCTlbbP9M9Toh+/tN+/0W/n35n/3fXNuvL3je9bnpGiJKecf3Z17+fvnP63T/Jq9gFnMy36T3T907fd/3dr5vbT3Ndn8NN83rd+t/0jum4v2hNv2zc/0/X9vq+vm49yjbgZLb9ib2+aR4/7ZpeH8f1v0czCL9kfa5/9kVr97rf3DT20oU0hteN+cto7CaeuP7b182xbANOl1cPJa9bl9fx+JfR4vVxfhGvf5FsuOnf03G9bo1CzLAnX0Y1r1vTm2jxpntvuu+mZxZtwOn+5sa5ftm4X0dbX7Z2P+31Rfd8kXyeXq8b2/XrprcIbl6T6bNv+uwmPTUdS7Hjmt/07Aig+BL6fh2f3zTOn0b/3vTM6fU6Pv8ivfdF+uGLeOqm90yviKv78kWy+XXPsOsrbaz54HC+m/3EBvgoKL5EcHn9vLh273Wr//o9xQ3MNt2Ywk6Br2HGn2bjb/osggrMT5SFCS35kntvur6IaG2e0zWazud8N0vPsN9+mfCZvtd+66N8oZL4syiS6Tiuf26f2POKa5+/bp9e99nrlI8Jti+6pmsqEuGDS+s+PSVP6dYHuULn03fdpMSmo57+fV2wXF8DG1tVeIy+uHEdpn9fn+mUDqfPm/5tvymujeEmenjdSt6koK/P97pSv4lvb/p9WovJmk9524y16f7ZdwDSfk7fM/1uOubrn9sVoqC8dgKfrtP0d2m8N/DSTfR6nT7sc5H4E3Qy5b/XKe0vkjHTtf9pFHbU8Vy0zWvfZbwbJ3Of/v8mWrg+xi865HzZfK4/x67XKenrhvh13nvd+6a0f32uN/3mdTx/fRzT++yTEAWXbXPjGvrgEp1ef/d1OfrTXl+kq75INl3X6XZN13vKCz/NIWoMDqULr12fKd1PdaSNN0S5wjvX6eon5Mo/rcZabAv0v3eEYZ/E1LxwKDfA5m02p+6Ocv9GS64OTUR5mRsYQ4jn5BcRzXPH5twWehgJJLo7iGheCModULT8rn0k2hBdm7craB4Tlpnw6kZg+QlxjgBiqg3a35F9I3mPATa6QRQLjY2ieU9Ec0aw2r6OCSDR2icNewSMJOYb12H5qcPuVoT1phtWbCgNEOh2/VAw7AXUFw7DHu8xoFAJ7I/azSOOvsO5XrzrcPQdj8d/WRDuFdh8cpjWrtwy4b8/jCh3eU6xiJg9J/ZdLIhvBQCX7wQUO2IJVduruDPtrYD63CWMLUtCDQ2BTCHQps24sn+hIrDm5jafPc3UlJF4audfR0pEr19xvYoWxKGaIbUl2t7VxtiVghEbbb1y6I4CmlcO41zbXmmrl1DzPUUPtIuclBxLoHkh6E6JWTZ7mhOC2xXnVJ8DY0WgzbQXO0fg4oZrF94usP3oMDeB/5wttHYHMWEtxYK4WEd/BLz4pQxc7CzR3JHmIJlOZk8KjHsch1/EJKU2c/LIuCSWkuF4AWyDE2oFBkVO7iWOkuKfRWBQ4FWAeIOzZ8SH6o6IuWUyKxbA/JlgfTdg+YnDsMh71x8qRlEngBD3DAAu3/M4/gOH8/dBoGldlwgk4GkDw93/Pv9//vXcCsfPIpYfkxg6bRRvTdshit/0boHNZwfEZHvqCGAaMGn3FEjDF1y7BJC80/6jJfvOxjL3y+2OCGztZ1xrA5etLtmSzY3EiZIAtHtGQ1HnTxo3EFs3WlugmJrUJ95zxItr73jULwr0hyG1iHID31XsBKsfA919JBpuXvL5vgZxBRWfrmg5R9fzfgMUrs/43u1d/l2dZ9DuWMTUyi/U5DmumyaBD4LZU2L+LT9RunsAxPdKjN85QtfE/J5XueWS8c/yU+W9ku8P2vgcAVeq4ZuXxPUqt3m9u+OY5pqSwMe8F/V5RKgF2/u69gAOvh/x6hvkoaCAr9a/OdQR88cO7a2A6IC59t7dnBCjsXnGpu9+FtP461eS2vGNCybPH/wJv7x4jzQ9e871NAD17V32Bh3nilEXtbcniCGJCKw+cthN+i37GogVW9E1L4HLr3sUqS+uytJ3C6wfH6RWSvNngs2DkGg5tVKD4iw2EbOnBTYnKm8nVqPJrWGPvbQBAjELANdJar5usnj2UtCeEM/O9YL2NoXG0R8RkP7s57jn9Zmgn7Q5pA6ImD9xie53BzG1Igt1pmMAqaXhFNTZaLbdi1g8Ie7gxXtsYQUAwXH91qce5dYRfFnbJm7vs89xfSbol5HtCEH5+/yfCahfFIhlTE3q+W5J7a9uur7axpoDhr2QBHN7GhDvsipqew9AGeGtUE/YvHlcsHIj9bcUpAqy3QOfcbkAxEVAqJXx3gko1i43Hfbc+HERAUXrBoBCBbNfBXgBLmsHBBNgAFykgRKQnpUqqSPHYv1MASDMIjrJVTKwArs9sPKxiqkZMXSulx94xCJi9b0S6w9YXbkpJ5UsJaEfwk57toEGEQSQnWD3YIREwYtvKbPtj9jdQwJW9VqxV2ycgnBSKPU1lSrAeezuBirlIuL863kfwixiCEDfsZrG5hbLiHYRIIOg3DgMkypLwGHYZ/Wqm6BJR4Xt2d1nVZkHUlWcrceLX6QCtGqi/pAG4bASVvnuXFJMkIhi6xCqSHRvXbb+ICDMAwZtchyagFYT7FzLZtTsNBGSkUJwVILOooipvx4ABdMM6E4kod3bu/wqwC9o+FcXVEBFTwMhVhHrt13q/+nnSOsd64iXv0DhaUaFCW1r/F5eSqIhEyJRAL8MuYq64nNjAewejFwPrS69eJ9zkSFXlQIcKyJ7QkrMqN0klIjNQ1WIqsQ3DzVnbBawLZ2CUk46hNSkqTACs0tBf5x5DBE4f5/rFHcu90EdBEFYjWVG5MX7Oqc6YrQxRWDzSN+v+y+joL3vEz5ULPh8VjmrIXqem4S7ETR89yLmjwWX76mXzKrGm8BeqA3QH/m0Rwag6echr5/QIB6bgHEFlOs8p1ASEHpcxaSgAGCsAnxTkMbmQQ0OSWMYAiv9hv2AWAeM6QRDeTU64PxDXNnDcQVYVeL6UW6wHh2rgeueiPe2BqIAuybL+qOIMM+8152GhA6/a9SDFziEcRWwqcmXU9kQnfXJzQq9PwoJ3LbYqTzWHrJ+ng8ZJh9StWkZKb8FaO+FVLEZi4hd7RLsTXkpyRj0s4jtwwirHHbKKy+/SRkZ6oBiUyRw6PS8O+RNBGB3dwJ7VEa09z0rFCUj63cnXJtQ8TASHXtKA0B14TDsB2zfIk9af+Bx32NYl2jvsDLajYLdfZ+2Vbzg4kOlNTUyo9H8JmL7AIhVwJiApguESg+EC4+oOuLyAIgS4RdQWkZGIdiyErc9DUAZMdSBWKQAivMS7TKyklWA3rZVD0PQ3toyZtmxWfBQ7udatav0/epbAeWaejo2AePcZcBwXfNYRazfp14GyK9hEIwLm3vA7nahdKI80gvGwzGjL8wARMHuDnD5PnnSnkdUBKIVjHsB2EPqY+tXxF7b3Y4IE3nz6psOce4xLlhBOi5zj21fR/jTq97R6fWmGvTN9eZ6c7253lxvrjfXm+tn+PpqG2t2MA38zw2SQmdFJ5BOUosKGTV/RXgCsc9Dw/CKKHpyrAOqC4fqgqftqZcCDjxxWZcEDYuYqxygty0qThVG9osrW/YES6GpTtjHc/Ist+OJpbqgl8H6ErlOTyH6d/XSoXrpgJF4N651PNkWdHWXa/4tXjDsR57AOsUlitqipODpJrmwI4gd1OfTOYDUasl1OXyXfh85xhRmFiAhbFuMfrIuCVC35VjKDbHrEnaQA/GTAMUZy58XO5fahbme7WGqS4fq0iWPTrHhc4lZJ+lk6TqXWn6VG4dyQ2+eKJK82ymOkWP4u2gdwkyx34QnZQSwZdZAD5hEAAVPm2EWMH9Gz+w4p9s7NDF5omKhLadGjtvawBSt0k1ppzekli7mYUXQvoCiHoyo+yUx9cBNyxuR8K+m6y2eYZMoSG28bP8MI8yeZS3YgOyxFMWQii7mvrBRfzvk9xU7tjyTSM9tscstxlxLeg8NaXTYp6cr1sQvc70kvKPpe6TX9msreiSsDZwbBNVG+bWctOnSZ5jXzykd2ZgNXyolo0z/k4goDFNCaQoFvayIHG+oc5s61xPDKwpbaeV9sHZQDN1JuLrnAD1EhqVn/9m+O8VAs/+sFQ57/062d8KnEgTNK5daYbnWIdYhY5CFvBfi9V5NNYhKfwk9XpT/Jl6MMON4x3kO/QP0+lXn9MBFp3LSQ93blLmGSWYDMI9KuaZMcb2k/6pLepjo7YlpzKlVIOgBdj1yu6KOc3S9rmVAmot09MbIoGHkc4fqXN87ImGSWZjZ+Mzkj+uZBtO8yriOrndcQ1yln1hS1ia8PF0/10pKiZEgqV0akL3Rdtk6RBcTPSAi0b14Sd7l5gXpxHSI63XuKjcSbfSCKGzpBvB76fW/Ebnt2URmcNyOcx0zjp0M1m5RhcMoCV+MBMGb6+fsfGC8wh7UDJGaLpnqZddJ3pedS7owGtl0jrJZW62J1/X2JpsyjRitGd/5eUxeO/GMMEjv0lpLoGwatVWhaPsv9s5We8LWNCA9z/R2LJBaWREzFMAwwcab8D/3HK+9vtJhUPHA6scOrboWQw3MnrjUqPr+/xxx9j7doLu7AXsfARcfcHNnz/ibcVmgO2J+yTiPwK5IDDF7XLDB9jGNm+pSUGtuU3vKnonLzwIu33Ipp8fPI5oXZOj+gC7mUZkzVhG3/zfgxbeg/dNUAM2Ya9M8LlTxZJdvKCWFldhPUhnijApp/rHD7nbEuIqTXnEOUAJefFowD0+v6lLgG0G1Zkin1PyF6pLhvWoDuL6gcaCPkwGIbcFefUeC8oJrWvTgczQXr5jkzTSvNBdhJ5i9dKn347Af4TZkzGLDeTZPFVSxiojbgk2yS6TciqM/Bi7eFbiBe9S8cBjUlV+fC2YvmO9SvigwrAIVLgAE9trzM+b7eGu23XMc5ZoN2WNZ5JyYyAbbu7sBJ38g2Nzjs7b3A1Y/KpjPVgJtKSisNZKn8bj3QzZari4UTqPQfpY1khC2ptWxgOYv0aDzM6S8olBSIBQ7DaGq4i63ktzw88ccoynt+TMag24ANg9Cop9xyXzKYk3g1NkLQXesie69YFw5LD4TXL4rKZejecLwSGgA2Qpu/27A47+sJeu6J6KCK6rBxt6LEbOngvY2m4QXmqfUHVFwl5cOB38CvPr5iOpMn7cV7P8wYFgIzr+W7c/5E9LP8lOgP9D+iRoiWX5Mnl995ODGq8aSayXlIPma+Z4AMK6LxKOQnIcTdwVmT5mftPyoRKg5JncqkG2BYqe9ZXcc++U7ouOmDBBVKrYuUUjHhfV43A85TyUCUgO+DqhfFnAXmX6KHdAfsJl1KJEaXccSSfEASODWxc5hXEVULxzqC6SentwjwXYmpO8u59YCVCxMAaHi800+iM6eC3a3IubPBL5C4gk3iMoXpn2Y3Co3kvIFyy1ptXzGD8YFeyVXl/y8P9SQu0NSuLML5rSZAvMzzrWwHL3nfE9zFrF+i8aWn/GZlldUnwPdUYFxGbH4lLJ7/szGDXRHlGvjpswAzhunB42I5lmBYS9i8alLtArlNTci9Wl1O8qqxefcn1gCne4RhtxbFb2k9XGD8ogCtNbnksKgm0cByx87tLeZc8xDER/X3opYfSTY3nfK05LGDWiuqe5HoQe0xeeCfp97Fp1cMQib5yVzGzcChCLJx9DQsBcPVC+yqRAq7encA8MeMHoHmaSeuBGQkY3mnQcu3ue9RcfxDIcBxXmJ5mXWb1Ebts/Ombtqudfljvq42rAP6cUHeQyWp0l64sGA7xe0J0q/80l+7pqG9bBk2sD8I5dlQ1S+7ASyyYcR6+/pemBYkV/snYX2De4Po9Ie0n1+pk6CTnJKFTS/c+tQX9Bp4mc5X3x3G1g8mRyor11faWMtlsyRMSUTzXszsGDg+S8WKNf8LtQR7QmRkBePIzYP+Xm5FmCm+UVzJlSnPK6aBF2fCdrbPLWu3+J9bgSaHwOvviEoWiSlsL3P5MqioyAvN5ISx0Mdcf5eQYTwmPN6Ui6F0GhDzIrJjA029w0pRymot23zUIXXRjBo8nGoIosEjpnwag3qAaA9UY/DCMQmE18smHDqG45n+QTojvmdn1HwQuidTLl2EBx8HnH5llbf9FlIjHMALjL/YplPFMVO0B8HNM+z0t/7iIN4/stMkB0XFHJmfK4fIRkvRcscFjsNhkrQngrGRUB1KZg/dsk4FUFaEz9DynWrtoJYktmGAypWU6h+zly16tzh/IOYlEKsAsYFjczqkkLJPIe721zT7V3NqzEPShG5zhW/DyULQgD1wBaCg+9FvPwWtCk332U5F34GSAKUAt7+H1p8+qtzJmkX6iXVr4cVn2H8UEyh+kQ9fJ1gdzumBOzmJe/b3osp583oZ/ZSsNVE5ZcfFjj9fe7RxbvKZw6Yfy4Y9vUdEQjQBPVZwPxxkRpO+1UA1g5FT+UpMWL2PNPjy29SYBd9HnK/r3l9C2usPslhOiCN7u5E1OeSEqNHbaRetpYIzecANK6cdniKZT4ohQrY3YvKp5q/U/GU7EZkbyKA9iQLZgls2sxG6TF5M0RYNCPR9nhywHoF7O4AYaYnft28+edUBBBgd0cNHCvc2JJmXK+KQA9DloN4+OOIF9/Oyfw2JxkFez8C1trYPCVVa45S85Ke99lLo+GA7pjj7g9iLkiBGQA80La3sifGNxFH3404f48K388i6k020MtN9oRY028/o9doXMbkPUmFFht6iepzbfatn+/uCNwQk/d22MuGab/PvWVjdK7r5buZjuZPuKZ+ziIA44dQIhemlBH1pY5hDazfpvI2PuPeschie5/jnj2XnDsr9FiHhgab0cjspSAOgmFGwypUSB4uGXORgD3DinaKDli/leWEHfYB6h2jh1jlA14UFgGFhutrh4f+MFD+D3xntZakd1wPhIV28Bmysbj//YiL96OuB7uS2CmqvHSoX4nuN9DPgMXnVkgADPv06FaXuRAFkVGIWAhqcwqs86Fn+4DfdceZx1P+ZZ3lgtFjf5B5M1o0B9TX23vk1yjMazQ5WK1ZMBPKiGKQdHCbPSPNnPzjiKe/QiPO9m/Yp75afEpZA2T5ffyPBWcfAkMTWKCluZoWCdn/QcTuVDAuMp3d/r2Ax3/p9cHOr7SxZt4rI1jfsCJxWLG6cVhOEv93FGZFKzj/WkynCzIpGYzVXoChENIDAwBRKxSzVVxdCHa3aTQ106pGddvPnwq2dyNmz7PyFU+FsfjU4fKDEdWZeqgmJ51YCVyXT1PjKqYCiGInGI5JsXvfKzDOoAmmDkd/BJyvOAQXJCWjN59TwKbWWSM0ZEBvmhHmuIi5bUcd0R3JlZO1K0GXbkAyRoqt4NU3WDX66ud5oh11DKFhpU6/b8/XdVvTw8SQEgXHi2/bSR3Y3GfYGEJjAgD8nIKGbWCgwoXfcb+zV5MeHt0KPaXT8Mt00x1pherHNPY2j3I1rxkFi8dkdnu2DDQ2+r0ImQtkQPIWlFvB/BkFbBSgeaXvOQbGggqmOaPitMSE5WcU3GRmKsJOAShDrWGdqOELVfyf/Etz+Bk9G+UW8PO8R/2Slar0omSlXm1IT34ek9diLLNBXfQ0futXDimypkZDuWV4IFQRl4/M8xBQn/GkvbuXex3u/4DGjJ8Jym32dpNOeGIdlwGhUo+HGtSxoOHbHQXc/t9zQcSLbyEZGb7m51YB2B0iFUnEAsljQsUSMexbNTFy60f1TroRcDtBp1WLzSuBP2L1q4VKkrdorUbIPMD1gqKbGowBzUsHr6FBr4ZFfxxQv6Rnu2y5d50WlojPYbkwiygvNZG54v7UZ5I8dsOK9+x/X9CesrpTfJ5PLPjvYaGFBBMDZlzRMLl8h/KvmhwYzRtWbbgo5uEoWsqCoqexZAYnYN5ZUSMQiYbdINjclRTmqtaTatWB4SU3UB5XagzNn5Kvqgt+V7SSvJx+FlmANSdPrH7Mz9ePaJiEKmL+RBDdxBAA5UPRku+nRn10EeNM13pymBX1pCCqwfrMoTuwuQLjImCcU0fYIS5U9ICNK6Y7DHs5JNyeqnHf66FDZc044zqPC9Ieq6tNxlIu2HiHVTYMl08E67cCEAXFZiKH1SBGAOoL0nDyNj8OWL/lGJ6bGNoSuTaLJxFnX+f7UxX7xHiMRUzG8cUHGuZvYpLfdhhpXnGPU3vFOqI3Z0nB+4r1VYPaKs3dSLpKlbEcYQrjug2w+oSfn/0cZVV3FNhWzyHt+eyFYPMwaPgR6UBthpQIPX4RSFWag0TMnzraAzE/yyIalw8ZNRsnToJxRaPw4oOQonjrd3jfq2/wwGOFaaavzai9eIeRBq4XPzv7ILf6uun6auesvbneXG+uN9eb68315npz/f/8+kp71gCeys2TEipge0eT4ntB0edTcn1O92tKNtSTwrDSkIUXxRHSUCSAYalQB4KUjFh0Oe/FjYyzbx5ma7ncMtxloaXLt7NXa/GZw8H3PZ7/okN5WaTQKYDkLpVAb9/udnbTDiugPOcJ25LIhyVPq82zAuKBy3eB+WM+y40R27sO2PAEaXhGAMO1w5KnfsulAuxknHPOfJM9bUWb5yU+f94fMT9se1fQvOApzRrCM2Ge6334HeYYAIo1tXUodjzh1zvJoQGFQ/EaSmxvm7te0tqMezxZllpePezl5GYBUmK/jSGW9AxJIIYVoN6cLXD5TkR9jhRiAnjis1N/uckhcTvRxopeSDcK3KhhrKfqiQgMj5iHzJL0q7Xm6vSScj82D/h50DDRuMonW0ugpZdOIHeZRxEd17jaTNz9sD0XLD5jCGjxXLB+m0Q8iKAo6OXoD4jZZN6P4YC04RsHXwPzpxqqqnjyHHUtpnxUKt4dkHOzAGB7lyfJai0YPffL6L5Y0ztgfOebjCm1vc/QtgTi+SUvy5wevFDofm0kYyWNgualpkEsI/Z+AB0DCE+yo9ezeVkkj0AU7oFviGNoIVrLoRr3GLK2QgXSnSYkBwvZIrmbQqUpA5H/N28Ogmi4l8Um9dkE7kMxnuozh/4wpByc9nbAwXcFF+9rZGA/pnL/7oi5U/UZvRVTjKgoWfZEhywHS404bAX9QWCI1VptCb1j3SEwf5pDhuK5DtWloN+Pmm+Xw1jVRj0qg8D8qf1RoLcwIhUvWHirvRUw7FnoNl4JYVdr8ld7Su/L/Dmft36kSeGKmWZzc6Mgav5Pe0ufFTM9xoLhzlAB7S0kSI2EAdgJlp9Kgvsot5SHRTfJ8VIZRDrlOBafScp5WnzOFAIWeghzKfd4D/nDJTiX/R/y84v3I7qGz5w/cegOY8qBgwC+ocdrdypXMfz2WEBgqRvVJOfRz8hjnYVMVW6dfVCg3DKE6puc8lGuiR+2uS8oeqYGWO5uLC2cOKFfqHespewZ9gA3uIRr2e8z/F5vNE2ozikFbuS7k4dUoyzFTiC14OC7wOV79LJNC1ial4x+BBG8+gY/q8/pyWWxDvM/7Z72WFNXdvRaGX9aXqaF14sWyV0VKhB7FMRes9Dt4klEd8C9XTwWhDrr5KLLecDllnpz9iTrnaIDZs8IX2XeynHFCJifx6S7M4yRYP7sn9KcNYB5Ppv7OQwS6ojgNCerApYfTxR0G1GvIzb3HNoT3tPeCknhAJrv09m/I/Z/AHSHgmFflZEmH/YHUYEi1Z2/ywwlClA719wLU27DKuLFLxQJjNVczMtPyLjFQAG5uyWJcXe3mYfTvGKhgQkpCxGZAqguco7HuBR1f1Mp+UnOg29I1N2hhg2NqTeiOUIANNQpE0U3at5ZLCQZZBAKg3HGNRtWuLI+2/sM760fZXe9gXzWFxQa3WHGHgoVsHgcsbtD46891fDoTkMdO0k5b2ZEzR8LuhNg9ozhlVDmMRQd7718N0KGnDdXn6ui39N8lwOgtCRVrdo0QTx/rHlz70R0JxH3f2fE829XDBltc96MBNJa0cfk9jblOay4FxHA3sfQfWUIqoIKGYecIL7lM+Mi0KjQvB4aFgyvFD0PH7MXfN7qk4Dz94nPNc5Z8MD91qKCI74nuiz8x0VEdwfinsQAACAASURBVEJjsz2JVwpRZNQw+SqiOc+KzvUMjVriuCU4ux549N++wuN/4RhRgPoi53c2Z8DuVg73RwF67Wm7+nHE9m6e96BGlFV5uTEbAgZCuvoh81ucVudu7xmPs8jFDVqxFjHBReNva00UtsuqY2OBlMxvims4iKkibfE581aMz92YQ8vVuWBQ5VldalgvArt7AbNnLikTm3vZshDC5sMQI41/VoZmxRMqpfEjgssaPQ57mrrgVfZIznO1Smo/s/Bl5rFUsFEySXql9OiGiPaYIKwGuG3hvHIr2N0msC6Ty+1gw/UKFXmq3EX0+1kOFjv9fcPDMO9hleewj3Tg3d5Rft0BVv0YmohG8xqHfQXR/YTKuT+IOPwOX8O/mbztBlPSRpOS9sgqmAHiv5Vrh2oN7OYs7qk0t3lYIoU/h1WWncNSUijdNxHD0uWUj9Ly7fT5elirLqhfynUGLzaj0Izv/oC5cOV64nSomfs1e+qYg6rKvtiR33iQVgdDAvMF2pprs/pYUliXoNj8fb2RNGajLY6Zxoalqhhou+kCFj9MwneORRCzZ4Iy5iITr0DYxZZh99IcAR6ozx3OvhEwf+JQXUbs7ma9XF1SjpUt83cBLSjYME2laMmTBrhshtH8Ca0yW7dyx8OwHS4t99JoeNhn6HR7N+b8t0PmFjevyBOhiChVTo0KXl2/YlpDtc05sG7geqXqTiX7Yke92e9HGq6KEADYgf9n1FgTkf8cwK8BeBpj/JZ+dgzgvwbwDoAfAfirMcZXIiIA/g6AfxXAFsC/FWP8P7/w+R5XkteXn0Rcvoe0uUBmnPoC2DwEdoNWIKmRUrSSTirVmsZSnKB9n3+dyZz1Gb+bEsyoJe6hyknIwz4JodwqcnYrKdctNBHzx0p4+xmZev1ORLnJwr++yLkEJhwt4dYEEb2BFNpTpHgAV1Dc6zOeIg1Nuj8IWH7qEDoKBTMQ3ADU5xHjUmFF4oQ5zmhctSfMubKKlu5IcPg9j5ffLFKStRkC9YV6MvWkakKlPGeF0+ZBriozQdmeRqwfIeUdpkKPVhSVmnOdP3ZpfYYVmIOw0NJwj1R5Wm6Y/2MI6FMGtUTY/kgFrV6hiJidS3pGr/QjCsPy4psVhj3mwJiHqlpTMOBYsHgMPPptWvtP/+IMvjavGQ3o7f0swCyfx4x+8whsHtLI5YCQFJhVVTpQECweZ29TKB2qSxo53UlIKOrtCemiPhf4uXpHJx5T1zPvYopE7hc0eutzIDSC9nhSDKM5S1bdlZPNgY9/7RjjnPOiJzWmfa0vSMNFD0SXE3zHmXlGaFxZMnHU0+m0CtuqvPsjoFzzANG8yHkjhKVQ78KMBo91PUBkcr+tpXm15s8jLt8BqleSqvacB+Qu16PaSjJqq3XOdVt9TKFv87KODG6kQJ+9ZHVeKPIhyircRPO1RwOQdcD67YjVjx36A+Vd60ZQRgwrIFbsgGGeb/GUBQbrUG6y99MMeyvEKbe5Y8v6HXq8Zy80cqD5Pjwgcr2KVuVPlfe23Almz0nD60fqbXrM9Zg9p+La3cmHB4ODGZc5x5KD4+Fu2KPxF8qc0F1dCj0hgXNJHV7Uw9GeUibUF7mwhUn6evirgb2PkLz4/T7H1t6KlAMq69rGiqaA+qVDe8cn8PNYRIwLYPEpq5oTlI3mY41LVtBPcyVjCXhHnVK0kjw4lRZYRDW4d3dyVe7sOQ3z1acB68hOL9NuILZn5Q6pRVF9Tl4KJWkGXYQ/tOchgS53B3JFpm4eAYjMwXNdpi3XqVfsLc2ZM2tBcpFK0QP9KqRiKqeV1jYP6qwsP90OcIE54iZvi566o2gZRZGQZV109Ia6XrB4nGV0qCN6pWenAOvTQ33RWuVoPkD5WYSUWhigc+sPgq6dIDrmoIYqJuPK9YJSc2jFA8f/V0SnB8ndXXpEY0G0g34/y5OohyGDKzIHjxWHVBcKlxOA7hbHMH/sUhHJTdeft2ftvwDwWwD+/uSzvwXgt2OMvykif0v//psA/hUAX9P//jkA/6n+//WXkFFq9aScfSNMDAANr5nF2zG5sj2lpZtR5qlsi15DWT4ntg/70BM8KPQmFS4H3/dojxyGFZnaCL1oJUFDjMtAD4eGTpoXVAAWNjBX9uwZxzV/Itg8ChiWmZgB4NYfejz9ZbYgMmKuLkhMTMQXlNtMgH4WU7Vld0KoCzvFLz5jdaafKSK6CuRhGdGeqNBPCa+qUJdMiLXqw6nCOPugSETbHwQaeqChWG5p8J7+4YiX3+ACEamdRl93yvBPdstT2fomwokkQ5ItXiLGPXrlij6fKIf9OAlTqxfQEk2j4qIFnngsAbV5JegPgfolvRv1OYtRAIYxQ0PjzzcxKZJyIyjPaST6hvPNAkvbzyzoFd3enqVx25jKHfRUrPfUEUWkQK5fOqw+jWytAgpJgzQoWiaQM6kXCQMoFtwvM2jtlB0dvWqmuJtXglYr/ZqX/I0lWheKfRYBdLc9ygvLzCYpdcdMxp4/jyk8ECuk4hAZcweMcQ6MnkKxP2IBiXk4fU2Qcz+jwqg2QCiyd2bUirRePVkAk4j7EoDwgOF6QowANNYk8HDGSkHoGCLqncPic55gxxXglU5CCUAi6gsecMzI3N6lAoNoJe9Ok+4d6TuUVPjDKtL7rXt++S6VR78fE1yP0SMx2NToqpGwxXytB6wlrhjHhncmgeGV+iwnw5dbRgn6o6vhUYDrVnQ8FBkMDEBv5cX7NHKcJ+36YLwcsfdDtjQyuWP7OhwoTmBF2t7X8PL6ARAWLCiRIeO9jXO+d/sgJjy4QT3S9YXD7Fk2sC3sbNXSxVZSZMDkN0PVEY9+u8Pnf2WWixV6KH6fFkiU+WBq4bJxQUXZHWYIGuephBef0bizA0J0LMDoThXLzeckfmtVtH4rsjinzwebcYV0OO8Pstd29SOGCWPBNbE0GsPHk5FeOh5e+d3uFnnx8hENtdkLSV7lUAEHf0oYoPosYv02P29PKE9jERGjplWoEbx+C+pBpXFkh7iiI/34WUwdKuyQYMaEVYP60g49lGXzM6DcRnTHkrzigybdNy90Tg4p0lK0yiczAC6y2wFoNEtEOjBvHsaJ8YcEDUMPe6b7cR7VQ4zUSgzQQ66mLVgYPF3CFIpyVySoDmDi1FGbwfZ1/ozeYIl0poQyY9mJHhrM8075wfu2d+iNYyszSV7o7X0Wolh4vdhJagnW3soFJjddf67GWozxd0TknWsf/zqAf1H//V8C+J9AY+3XAfz9GGME8L+IyKGI3Isxfv76F5BQOg1pFltRoR/SqdMUdHsaUa1JGPNnOVej3AjWb9GlGx0wHAT4l9z9/oClvswHocfCYtbPf4kK0YDwTBCEKqbeh64jcGZqk6PhsGrDdiurHykGnMbL+30yNPuqZWJ+/m2F+9ginZDt9Fyf03PW7yMZV34ZsPwDwfotdeer4QiAGGrWymYeUDzRht29oL0VMDrOoXnhMtzHaYSEmCBGLFzmm5jAGVMVomHKOXo1q43g818tYC23TOja79ZvsfrKxgDN7QpNTOXb7WkkDt0Lrnl3GFNl4DiHAhVSmRXb3N7DeqJu7xPw1MIJ23tRFQutku2D3C+vvRU1rygb77YP9IzE5BktrWpoRuPEjfTQJvDSqCFjzTVjLgfS2jnPql0ZgYvawc8yFlXzioC/wwE9B64X9CccjNs5BPU6pfyqjt6Z+WOlhyM7ILBCzC8DOtB7lYz6RnGHiojQSwqxtbfZl9Eqws5u5QopGZHAJXkCz4J6//tsE3PwJyxrn4Ybhz16GO0wZQqjUIMiVDEZprbevkZqh9PeCukEX7+il2LYp8cmleE/Jf7es1+hYTt/Irn1TxQ0Lwts71lvQ27E4fcCnvyzFrIjj5db5mWFOqJaE0OxaAW7Bz5VcLJ9nYakfM7vIlQHYBVn8yeCTsNLfulRPSm1ahm5Ur0FfElvs28i/J2Q8ewUGiQKn20hGkiGGXF99mIDwOU7XN/Zc4fdncBw+2Xev4v3AL8I6I5dNmzU4GW1HBXumXptyg1SVWG/H3D4HT7r8j01riPHEWYRtVa4+xnb9+z9wGH9dkyKtlrTELCqZj+LKbRkfWV/+Os1Zs9yXlO502r9mJVnyiVtsswZ9nIYCmCKxrAXsX6brkyLtiw+dxj2eGCKh8DeD1zCtetOAhafOmzvB/QFDw0AZVC5FcVE456Ygd4fkAYF2rrK4Hn6bOz1B0wd6E44uKIXVJfUQwybZU8doD0xEXH+9ZgOwEUn6I9C6jHcnoYMW6MtusTn/qsAMBbmzQb6ffZetrWbPSN9xJKt8BICgbbwam9HzZUNSAgJepje3ea++Fm84jk2xAO3dYnH/TJg7/sF1m/HJBNMdoaKfBYLGkJbNVgNLL06lxTut/2z6umi4wEv5SlH6vdyy57XBImH0gbfU3SswjXnRdExZ7Q+cxhWwNnXkeQwgfa5d7d+L+LFt+RKfnp3OOH5vbx2Mirgvh1qVYcwV/T1nrWfxWrQOxMD7DGAO/rvBwA+nvzuE/3szfXmenO9ud5cb64315vrK3tJjK+35P4/GQA9a/9wkrN2FmM8nHz/KsZ4JCL/EMBvxhj/kX7+2wD+Zozx/7j2vL8B4G8AwOHp6V/8j/7ub+XKEkFKCDa8M3M6Rmie16DYNkV2+Zr3IzWYtYKdIPQelNpiaJJ8bF6fWMTk3eDf+YWGbp663GjrDjjAWuUAE5y1iidVS9oG+G6nOGvEibKYecxudkyS/pHzZ8Tn9j92Fb1ohZ216cnPs8WyaqvpuvJvwe15hSe9JRbhSluiKxgyov+Fyf/tq5DDk+l9+jyCR0pqN2PzsLxAN2ZQR9sHWwsCIgtC8s7kvb2+R+LpjQozJEyu6dpZYjYmf+dK10mbJkzc69pq5go9aqVqLK8CjU7nnFpDqUcwKhYQgXQj7lQ1nowTxFh7/AQTzMYw9Zyl+crkq8meJ7q2Sz8XMOxs+VUGNp3eO1pYALntkTN8t+xBnQJ+snVS/m2eA+coRicT2o2SsaemVZrTe6f8CmTPnBUKXN8L48u8OBouLybjBnCnrvGk6zPt2bpeuzfht/m8psnbabRpc4iZ1iRkejIegs97fxMcU/odkL3YUWXChM9NXlyhNeMlk2GaG/YTstP2YfJ+15NP0pSvr8GUlnHt37ruKXw72eMkpyZjsHWftlNLfGw0NaleNL7M+YYTWWj7Y89K8kSfgZ+UXfYcXJun+J/k//Sd7qXxWcKrLGP6O1Wohqv3WHuvOEl7kYnsKTrJhSNGP17IQxamA/J+XtM5wNX9n14W5rtT1njWDlfmZ/Rk7b6moe/U2s3yVid6I+1lzGOTkeM1PglFzOIkAgiS6G66rghZRxLfkx/7BkDM+eJJZlhrrMDvLbUgvUd/Z0VawIRedJ5u0mQ+8eqo7yrzQ6a6O7oJLYOy0w0T2ZT0BAnkN/6Nf+13Y4y/cn0//rxz1m66nlh4U0TuAXiqn38K4NHkdw/1sytXjPHvAfh7ADB78Cj+J9/9bJLcTzdvd8JWHt1JzoHxM3Yn6A8oCU1xlDtJLlPxQHfqc3I3tL3KhpVD/WHu64ZgiZaTiiNwQ6u1Q39ARP2E1g0SdqjJSOVldt9b7ka5Zb7UNLTja2D1iSQkcnPLD0uG0YYlGarcCma6kuu3SXyhibBWSCYsfENXdiyAvR8AF+/zHqfVkrFk+KA7JVAqwN/v7nrc/l8F/+avPcTf+QG3xWAPnFZdtrdimmt1wZzBogWGwxzy3TwINLhm5nrOexHLjFLO0naTmlnBlJur7T2SkSPcq+rCZTDPBUMP1vJrijieBIv+e1TQ0OqccBHNGY3a+oK39IdIUA4Aw8+DVYPVmsis3SFs3NbqZ/URcPkeacMMc7bicRiXAXs/ctg8mNBQAQpvNZ7+g3sP8Xf/+DP0Coi8/MSxpdSYc/fcSDpunrOAxsbZPHeIJRO6JUjKtwO0UmnDKqnZk+JK5eSwVGiDOcMHy4+5f+1xxOF3gbNvMBxpuVXzz3OIQOLVtVr9iG11kkLtBYMm/jbPmE9pqOYWTvRNTDAh9m8r+lh8ztxO68RhCdPzx5MKvmtwBKHk++tzgoJaNbifRaw+dleroyPw7733AH/7809Qv9IwaCcYVwFzLfmXSMXVH4UEhgpQnoSSbbLaU+bTpUT5gWE2NwgR8VVhhIrt4hafsPsGn4ErPNHe9pg9KxIQ8/ITh90tPcD4LMNsTkZLTIoPVyB63CCYP4nYPMihauN/5y20NTmMWPuuhmNbaArCxQchgexa1Zvl9HTHUQFiaTlYuK7XzgaERNE56h7V54Lf+OYD/O3Hn1AOWJeJmjxmSlFCDut2pwGHfyy4fFfTYGLe9/4wJMghCFNPyBOFgpyrQTGllaAwJYcsQDJeSeMNKlfHPL5xyfWaPbMihUx3lOWURctPMwhxd8q8reGA42+Pc8i+upRkVBtwLqC5uDEjD7hJ/mB7i88LNQsFUutB5cX2dkhVrp3KEct3/PcfPcR//N1PCV6rvGIGm+WaTXP3vKaHXOfZ2XNtUzafHCJ0DOyMEbD3Q4Ybp3xeXTrmZR6HpHt9Ha/QZrWWpMv7Q4KcM+TJDggAcPRHgvVbXH+vxRn5MEmg6fkT7XBjarzi74JWgpsuBrj+9YWknDvr2gDk+R/+CQFybR/KraTQsoyE7pnmn097b1+/fhaNtf8ewF8H8Jv6//9u8vlviMh/BRYWnH9hvtrksrw024j5Y4fuSBODNQZe7jS/JAKuZYUOwDh+qZVnUYDVR0WqLhsXAc2LAsM+22HQa8P79n/A3JCiu8qcxSjoTjzmnxfwDdHsG80/Wz9krspwEBDhUiKqBAqkbkEBwcRdfldpTl39ivkXuUpUEdUlQ3oYurIpN8vxCnVOlD/4rhDj60Jw8bUsxO3UvvqIxl50NH4BMv788wLPf/mqAKMQiKg8EaXdIFh8orlftzWpdM7WTbamdhKxHoXWlgcAvFWzNRQWqWhjx1OKr6ENd7MhV10IGq14LTSHInvDAGsMXV/kfBHrGZoac49IvSpDyfvaWzRWLZHZz4Awo1HTH4XU95PrIFi/zYop38TkOfIzIsJfvqPelyEr4cVjttWaPXdoj5Fw1AAg7LMadPacycWxYBVydUF8LuuL2e8jz0ligtoYVtkgg9DwL7d0nex/n1W8ANBDq3YLJjnnPBc+i8nEgvnnLvHR/Kng5S+wcKa9FZKhvXkUkme62BEXzhT35iHXv9ySV7pjdgwAmGuTujBMjFnxTM7tbnkUOweEnK/VHYMnZz3Zm0dp84i5aEUvqM8iLr6WjYTmpcP2kYdvBNv7IQnr2TOHzf2rhnKGQ3C5wGQLAJmOqzXpqX7FnqveWj0pzW3vqjd8b1I51yDlGe7uBe1PCYQmpK4PzisEh9V6FDQ6Zs8KdEcBC22Z1B0pbMiG+5RywwCsPhK0txQ64pSHITMshn3mxc2ecT+sYGJYacPrQKXvunwQsPZU2/s8jNh7ilYwaHeG+kWBcRnQWXL2qJXwJXnHqvIWn7Onresk5dVZm7XLdwKii+lwmSsas6d7WvEK8HB18T6Vrx1SjPartWPrOC1+mn+muchHlKfMg7yKpzguA0JDo6bocuK4eOWHQEP58l2PWJjRJChGyufZ81xExOptM6CYyJ4MpVZ76T5xOPswsM9nl3nWvDxm3BptxjJi3A9wO0mdTmx840INssssOyUw52rvh+yTOS4yMsCwT/o1T7m9p9gJuhPKgOYVMdoS5l4gb3fHGcql1gpJy8sdV+x9a4e1ouVv5k8EZx9SZhhtFS31ZbF1KNcu6fL6laSONX5GHW951/UZcTqHfRZNmIF39nOE7gmKyekboJpgrxm+XhQg6MF08ZnD9m4gFBKQsBgBFmeNC9Kc9EidNQBACh4OLt9mpbrZE2Z/jMuY8pHHSQWojDe4OPX684bu+AdgMcGpiHwC4D8EjbT/RkT+HQAfAfir+vP/EYTt+B4I3fFvf+kLIgWZCeT2hEmuPbjomwchMfXeDxy6t2MCwDRhvfhUy2kDMH9xFcSu2LnEXOEgoNi5pBjOPiQztbcVp+1KmEiwfTii2BQ4/zAnbrqOyrQ6p/fHTlnNK20poxVifhERojEhgEClXHTZnR6aiOKZQ3/sqSDX2WIsWlGiy4niJgjOP4zJg4YwaWXSCRCAi6/Ro1Nrc2GAz2lvhRRStSrWUPM02R/Ro+NnVEIAGb8/CSgu3ZUQxLjUdkUht9CaYuEUO3prxr0Rd/4Rv3j5LSTBZDAXdrIOTfbWWdVl8liUSF6F9nb2ioxLtocJJYBK+2JamEKx7sot9yq1Mrp0OPpdwfNv54TuvR/weetHEasfcf7dUU5e70709LwXkpFqbr/NQyaRD6uIMI9stN5kJdgdsSp4atAb3IEEJm8TC80legBU6E7WtDsJCfpFYkR7QiUFZG9CdUFFY0UWkNyuKTqecE3wjgtR8FRA4lWPLWFb+KzhfkjGX/O8QHubRpfrNYHZMMZaJmEzLJ690LGKCKXD8e87tr/xkjyLsYw4+OMC7S3AoDiADFMTGibPT0Npu9ukxaIHPCS3lFlSwNMD6lLxCQC0t0csf1yiO47Y3SGNmfLuD4if5ecxgbjaZd4ICLD/ffZTtWvc96heFUw+1wNZfVHwICnk93GRcdFypScjA5u3fKJT1wvaUybPrx9lcNLzr5Pm+4OM35X6YDpGCtbvkLaTIVCxgjxqA/dQTGhKgHCb7+wPQvIgiQeas4KGvEQc/KlgrT2XLeF92OeB1w4po+Ilzp4JxiXpPGGzgSE4wkhEXPycyhI13vwioFwX9IQnI1qNoYIRgfnjrPC9HsYI7uySweEG7vvyU4fmVcSrnw9p/8q1UwwtGgfJExLU2z0SQLU6d6ngJ7aOQOydYHeLCfXkK43kRFDWziMbfIOhslDzUNi8oBxILsYADEcB5QX1jeGfFT2oFzoehIZVptUE+3RGD11GO4iozui5t2px02mul5R4P+znNeiOImIdMe4BoS4Qmtw6yu5vXnI9d3shhU9dT0/S6iO2zjP9MewF9McWvWLC/dEfc3wvfgGMjuBqCLQ7jgizDBniZ0DzgkTcnXoUM6dpSZP+rec8LC+eCy7f96zCnehlq/ZORjEYKZg/Jc0c/Anw8hcyhEp7Gq7wtekEgHK3O/EpUjANy/dHxBWtLh2Gg5iKEq/DnFy//ryrQf/aa776l2/4bQTw7/6Znq+lytYUevuAhDPuRYg2pjWivfhwRLFh2MkNufnz5lFQN73ThrKTnn3qobJTzjjPXhurSJJBvXJZz9ELsC7gZwHVRcZGMogLb9a6KpnN2x6zpyW6Yw8I4FqXG6IvA1zrUjl1iuEPgu1Dnkgsdm+nLIMSGJY8oVt4C1CCnvH3DG+o0toPCB3/NggB0QpOCxkmbBxlqnJDxV/uBLt7NBqr81xJO/+0QH9IJHwDkK3OnTYXFtQveQIxZhv3gzbPdbj7Ow5PftVOcxSEEtj0uj2NuQ9cVOMUgAgNYHOXhzkN7Cgc6/aBCtcyQqIAmrtiFY72nYVOQp1zusZlxOO/EpNLXwbB2be4geV5gc0jettcq54bALGOcJWw6uqhBzwFOPfBoVWvUXnOEFuxzSEAiazYQ0ujw89DogGIhtHnMXk/mXMkGRB1aXEwnVdEEsDWBQMSMe7rZ17gNb81zElzTk//3W0P11r4j+Xt24eB62xdCrb0tBU7HUOV59reHVFdsJR+OGAHC/PIDUee3TyeO1ax6dD2/rTA7k7E2YfqTVhMwkwloTNiCYS5h9toiPZU+VPXq7rIFWnNK643xLGq8TBXfBWdoHlO8GarsowOmD0tsX3oAQ0dIuR+sMWWcA3WN9TGPRx7oIyQ3gFe8PIvhGQERwdUrwryv+imgXKGXqMIFECh4XGOj/waGxrdtSqsWMYEsmlI/EOVjZFYsZKvP2TS4bgigTfPC4yrkOSPHWyqS8eDpyqzsAyJL4tJVKK6cNjd9Ym+EcyrFvHyl7KntXlW8HCx5YE3hbcayuztg4CgXUFMptZnDuFBTPAezkKQq/weAy+2sXW3WMntBhpwvkHO/wpIILJ+ghVm9w4HAeu3gfpVkQzTcR6BUr2ecZKK4XiYserHciuYf0r12p2Sd2NpMC58wfRgXV0SpmeoswyNFfVOe89nngTl4OEflrh8PyQoEQAYNCUnVBHbR9yD+ScZEsmNwPahh2vliucx1BwD91ySTAtzHbcgHZgAeqGbV6xQNZowIyW6CNdxzFCvpOGISgB290d0pw6xCrmye+d4IBauo+sEz36F9D17VmCIioM55gMHcRKzV3LqOAE0l7tX7/ttnz4Xz0OAawktlORg5HexALo7I6QjPRadYPP2CLdzePaXAtzOwfoOF51gOPTUEb0ABeDMMXR7TJ144JAiblAnCSukKcN3xmMTA/+m62exGvTN9eZ6c7253lxvrjfXm+vNpdfPYs7aP7lLW02sP6CHQ7zAbR1CExArgtLZMUL6XBoaqpirc7wg1urFUOt7uMXnucuCiamHIytWRklJ39Aq0FhGwOfTCoJa9/t0w/YnPuWmQID+lkdxWSAsPKCnUBkF3SlPKggCfziiuLDkDD1dzD3cusinQ02ajUXMiaF2ooyC3YORJ8utQ5zHdCLoTuklCXPO17w5ABAWAXEQrVbNYRBr/WMegmB4YJWg2Dkm7gqy5wcASoZOY811GvRUJB2zhP0yYLcw74/mD/yoQns7YDzwePzPA653Nh2eUpYeveUMvSRpDwc+Yc9NK+wAejfHPa/VU5Lc2xJ48vLzCNfqqdM4xTymQQAXJ6djDT1ZHtx84gmbnN78cuL97B37xL47oLhg+MZyfPpCvbJLeoNd6zAe5hBXFJ7mxj2Lg+p+64myP/WwSka7Z9zzkMEh1npC1PtS79QW1uHxcgAAIABJREFUCdPI9tVp78bQhOQ9c60jkvthgPSC8rxIcwrzCHh6gKJElBp+H/fp4RgP1RPVOgyHFm6hp0gG0XBQPiGjCgi1Q3uPJ3HjlYsPR85vkBQ6ae+ZZzRARpfoIGFuzUPKCSsvHXNDlR6YI+bg5wHjQQbsjAUwHI0YLBTnkKq2hlWgl6KmB8vvheQB8Uul+VHoIdJ2PDLSy7v4uMD2kUf9okjrgAiMFUPwxdZd2dvyosA4D5g9LtHeHlEq/4+H6jnasgCkuzOm/WYFYGSlpgCxDmlNxjqguzWhA5f5X0bRKlcAJe/pVvQG+kXAeBIgnUt7MRxquKdj2kXKCd0Si7G/RR4rL4u0F91tT2xDTVTvj7NX2yrzLJSbvGS3PVM06oCxQa4eVpbuZ9lbLJPw5Hg0ojwrGTpfhOQ1QRMxqFwvNi7lKYlW6nEd6GnJ1bKSxjXue1SKuRlq0rh4fjccjxiOlYa9QLxTL6ujLAcQq0DP58bR+xMAGZTu6sA93/donpYY9gKCysP6eYGzb1N+hyqnaLidw6g06Hb05O0eZN3nS3q9JEiKivT3BqBn6asUAtQ5OiSDUO+JygV9z+6dHrsHLsn0YRZSmk1cMDxZWG/mQ5/+7VeUY2FBuhPzHM8oK/0yIM48Ql0kPZrG3znEJqJTnpBW39cEIic4JC9+nHtgVxCf00VULyi8rQf0uE96RRPgLqxShx7XsQnUvw3X2i/Ji9GRvsNikksaJEdgBMCYabV+yVx2fzJALnLD3lhputSM75JRkp7o745wk3Sl69dX21hzEWE1prhXLAN8SWaNZQR0owFz+TMkQH++bnwEMDj+rcjQslNCOR4wSoScV4RemOXEZFj5NACUEyPBYDJah7ggg8ZyGjgH/MkAd15lo2fpAQM4rSJkV2QDACCjtQ7hYMzGYuAY/PHIsdgcABL1yL/D6YDY57AqvCAcjkDH7/2xxmJ7x/LqlQc6GqmJOUoy+Dj3V3y1cRYwrkbeCxCmPpXsOOBoRByFYzE7cjn5vRq8JsC2X+/yXIqIsPRX1zoI/x2B4faQ32My3UVkqxkYTymoYh2urmfvEOag0aiVS3lSApTqwt8VuVK1YB6HnwXusRd421dVkhjkSu5inHvOsXPwB/rv1uKSuu+ecwpHA2ACymizCZBW92XhOcyRYXRbI2uqHWccU5yNwCgIq6vudr9PxYFR8r4C2hqQY4gWonERqFRILgLGJuR99wwHIHL/xgPLQuchAyMVQqhi4j0zIuJM79N7AUA2JXlY+OxY6VqO3Ne49Imk0j5FEKhzEAxHk3lGFe4Ahnsj18julcjvDJbAxu0F0jrydhBIr+sg5FNbM688Gid9dhGB6IXrZ4aE0fI3OsTBoT8NmWcnY/H7Pn0ug2A85rvahz3QO4wT+vaHI7w9u7S8PSQet7GY3BpuDVyr0SHsXTUS4Bi+jBKU/3RQo5BeAWAQxDogNtM9jwjNmJ5r+xqUvqNEKknLO1I+NSMftq/6LKN7f+CzHA00TAxKI5aTUL7dFwAZXaYTgGHeWwNpb5REA8wloFFL2tRxV0HHJhyX8YVeYeERlnzncM8qMBzH5yLCnspPu6oIfzhCOj2Em+HXOcoMe3cREesxPW884Hr3b3eIoyQDJRlYDlcgPcLhyL3RgzrChJfrANkVCLOAeOgpdwHIuuS+VgHRZKWRTCUw2JuwN2ZduS2yLKgpB/yhjVuAElzvoPx7SlqNI4uVxMuV58EL6T3SCIuzkPfcoKj2aJxKZ0ah0oUXoIwIpU+/lU2RdKb0DsPdPr0n8VoZIeuC47BLf++PhslnjjoyCNc8CKD3xNH0jZDPRO0FaHvBAMhlybGb3hnIr9DDfmyAUfWYuyiTzr/p+mobawK4xiP6nDAmswhZ6aJGQCY5OwJkQp0m+inzIgqkCMCMixu6AnBAccJ+J2HMDOqKiGDEU0QK7cm4sNJnvmYH5FaX6DUGKkCxDypvgNEQAYKX/L70uXo6RgepAtzcI9oBPgqk8YhBEL2DND4JZam5XrIauG6GrVN7hMFBXIQsB6La63xFIkJfcHwuwu0PadzRC9xi5BwEiIb4vxw4tjoAdUhzi6ODzKhMbA9kkRU+BHDzAUGFva2nTIwwmyOg+28GgP1ctykMDpiPEBfTWgCAW4wQR5qIXvK627O9YzuXgyGtqdi6SuRzynBlfHF0cDoPe4+UAWFw6TlhdCgPKVi8GbCF0s/IPbHxx6jPXOpnBQ1RqaPuqQqYyRhQgQbH3Kf1ESHhh76Aqz1QT2hf1zWtpSnHKKSFmU9eEKNvMSNLAN87FGaI6R7EUoWbC1fW1dbZ1jAM2jnjtEMMOqYJr9i7bazRu/Ru3hggajhNeTzdIwBBkkxzTmhkCkRVAW45Iozs5GD8lviiDFzzIEB1wzoY/pc92oyICPLlxKhI44sCp7QBAKLo93F0Sf6kPSq5jtErT/vJ3imP2zrLivQXVGlN+cytJkrLfjPlmXlMzzK6urLeOu70XEz4t/YQR1ryNifFEItBrvBujJLkoltRRqQ1rYLKzgFFGbM8CwJXxrRHtp3pmaODlIH7o2ubxhenP1avjVA2uCrwmVP+n563YuZl0wmiekDmPs3L6E0an+QEALi9AdELaX7mk7wEANcMic9DX0CqQDltw63pwRQXE51AuG5pj6ZX5PtdEeG7AmI4YLdaBC/ch+V4dT+UJ6SMXHuNULjVSJ6Mef3SGs2RecwJ3K0WQZt4Sq1zUPayvZrqEVmS9tLaVVyTtK+2zkpvMVKHmBwDAOeUzirVHUaHZchjBiBHWe8h0DB3ewMPluowcLOB6xsExYpyIBoN63vFIckoZxGGUXX2sc8GHcj/rlRvZVdQpig9ym2Pa6rmyvWVNtZcETBf9uiVWGazASE4jKNDU4/YtRUKJYKqGtG2FZqGQmtQZdHUI0bvEIJDXY3ohzIRUrVqsWsrlGVAUQT0fYlaT0YxCrx3mNUDuqFMDFpXI7q+RFHwnnZXo9Z3ikT0fYmmGeC9wzjqGJoB41ggBEFdj+j7Ek53tSo9+oHPcy6gbSu9h8/suhJNM8J7B6+CZdYM6PryyvzSmrmY5lG6gG1b6/r49Pz5bMDoHQbRZ6hwHscCRREwm/dpDeezIa1ZWfo0pxgFVTWi6yqUpUdZaPhvKFGWHk4i2q7CrBmSzuj072EsMI4OS3uPL9Jat32V9hMAWt3juuJ+VxNDdyiLtF9dW6GZtWkdurbCbN4jRkHXlZjpHENwCEHQVONP7Otg+6XfGZ2URUjf2X7ZNdsbsG1rOBcxq4e03s1sQFV4dPrbqvRoO86tKALK0qM3OnIBB0cbbNs6reWurVDX3DNbB/u767gORnO7XY294w3n2lZpPwGg3dWYzTvEKOgVd6HRden7ArPZgGEo04myrkcMQ4kQBHurHXZdDgE0daZ9GyMAlGVAVforY+6VPquKhuUwcK9sve3dRtdNPcIHDcMHQVl6DBO6M/opSw/nYtrT/LwSs2aA1/2t9J60b0uuv/FBEQPqxaD0lJ8XdAx9V2I276/wLXmihHPhCk3Y+GyPRCLaXY3VgfUl4z40yy7T5kqNeu/QdRVWqxbjNZnhr8kt26NmSVo1HpzKk6II6LoS88XIcege2b60uxqzFfe/3ZFW54sO3jsMfYn5vE/zGkeX9oj755M3bhyLtN62tzYf713mc+cwV3ocxgIiwN7BDj64K3Ld5KXNe+ivyibjZ+8deqXJ5arlO4YCzWxIMj9G0u62rVE34QrPGj21KktMbnUqM01eNE2m1WHguIKOeTaRl947NA15CABmNb+byrG+L6ljlJd3qqdiFLRthT2lE1tLe5f33HuActW5QNp3ZdIPUz42Wm3qfE9RBIgElM2Y7rH1nM97hGvycbwm50QiykWX6Nue0e7qtDem92YN9Yr3LtHD9HltV2W9p+tS748QAG1XXdG9vZRoZgPl25ZEN9VLTU0eCNaiTuWWSERRBIx1kfihcOEK75tsqusx0d1ULwHAckkdK0LdYLK7rslX222DvZMNBMBWx2fjfd31597B4P/Na/X1u/Hbv/XXMa9IFOftDItqQOECLrsGe02XBHw7lljWPdqxhABoSm78ZddcuWdZZ6T43VBhWfcYfIEhOCyqAe3IjSwkoio8LtoZlnWfNmHT19hrOoQo2A0V9poOu4EbGQHMyhHboULlAqrCp3tsDvbO6+OejgEAurFkbkw1YN3XX/i8WTlhQl9gUQ0YfIHeF2m+159XSEzPsOcXLuBf3/wF/IPF7wMAqsLjXOc/nTtAwWLv8sFhq2uw13ToxhI+ClZ1n94F3ZNNX6MuPJpyxHnLMppFRSLf9HV6l62prdV0nbwK0UU1YDdU6V12DwDMr83zslOGL8crtOB0bFPamI7j+t/rrsG+GoU2b6OH6+uz1b2OUdLv7Dubjw8Of237S/jPqj/CwazF4Isr33UKTmfz81HS/gLAEBxWdZ/W39Zkug7bobrCE1P63PR1WpObaOv/bu9LYyxLsvK+ExH3vvdyrb23aabppjHLLM1oPAwCC4wNHgMy/oGMjbEQAiPZBmPkRdg/sGzZEhjJBmH+IBgZyRgGL9jIxizCI+MFYbOa2ehZmJ7uprqWrFzfcpeI4x8nIm68m+9lZlVXZWZVxSel8t13b0ScOHvEve+e8FkRz9lcfz6TpsDmcIaqNXN6HOwxpSPowiI6AMzpAjNFm0zlH+wsyG+laA75h9Am9LFa1lE3v7V6Oz6w9tsL7SzQt18N5vSl39/I637jbXnN99+XiUv0Mx0LAArlMDDtQhs/ia72/UmwydQGw3Vh7CCHvv2ncwYArdwcHZOmwMDTF+gamhaFtnGuA20PtRv7uQ5Ni2+evhM/XnwYpbZxrrPWRH/b952LdCScS+UzSfxg0NXUZte8rvZ5lupWyrPAr0B3GlfCXFO6Ai/DXPvyCf4YEB+ZyiDVhXSeRBxteVQ0Ue9CewCRpr6+hHGsU/imyUv4t+u/NRen+nEg+OKgZ6mtL7K/oEdAFyuDbw+fA++0ctibDbExnMVXVgVfGfzd5nB2iL5UZ4MupGOlfivQG+Jy4H+Iq30fCRzOJ/o2lvq6Te/zq9agtjrG/dTGgkx//c/8s4UVDPKvQTMyMjIyMjIyzjEe6dugQ93iCy9dh/MvOVPrrvu80X0GAEVyHP7H7zeOb9NvH9A6DbNh76rNQhoWtDnpudZpmHWhIaxKjLL31J/QR7G/RW1WqgYvbt5aeO1xYwWeKeJDtPfbhL4Dz5b1d6x81Hwfi651rKDWe/31dWHj3mX0Zs+t1A2+6Oprx/Khz5NwPuVD4H//3H2h+RgepbI/ai7pfO5GtxbpQvjukK5uLG4TPo9ufh6eX9+a09u0/d32l/J+ma4uOnei+b8JXW39C6JS/ThSH9bvXR+O449jhUHd4p1XXj/klxaNd+z46/euq8f6rfC2auAQrel8HNMhf3wcH/p+66S8C8eL6OvrS9pmVDf4rNXtw34hiSuHfPERspXPdMj3Hkn3gtjb53lK3zIdfjO+6RC960ks2ujF2I2j416f9pS+X8diPNLJ2pViH9965X+eNRmPFba3341vu/prZ03GY4Xt7XdnPT9lbN95T9bzM0DW9dPH9va78Vev/fezJuOxwfuXfP9IJ2trRHjvcPl7SzLuP35NIfP8lJF5fvrIPD8bZL6fPjLPzwce6WTNgVFxc/yFGfcNzJnnp43M89NH5vnZIPP99JF5fj7wSCdr27bAT+8/c+h7BQd3yr+tUEiet4FaSsNxtKX9pP0ddX7RNcfRkNJ5EoRr112BD+w/dWIaFn1e1G/GchzF88cJfR3q6/give7rf//7RccOCpuuxAf2n5ob4yg9PYqGB4V7HeMk7c7KLh92Xb9bvi3S1ZO0v5vYclzM2XTl0jh61HiL+l401nGxcZF99flyElqW0ZO2WeYXFtFxlGyO4scydG1eWdI2IyMjIyMjIyPj3OKR3lnbaUf45a0vhEveZ63AaFnBhF/W+F9pGHLxOgU+1GbROeXfpBP6WzSOIo6fwzhHtTnpOPFXJ3dB9yIaAn39PhzTielLj9/XjvDLW28/1H/K80XzD3M8av7Hjd3n072MtWyeoU2/XZ+n6bXL5Jf2cxzN/esWtfuahOfh3HFzvRv96fexjEf98ZbR3KfxJDw6aj5H8e64/vp+YJG8F8niq9shfnHrHUfOfxl9i3gRPt+r3R11LuVtOudluvpmxlrGg5PoQ3puWbuvblfwi1vveFO03Yuu3s25u/EzJ/GRi8Y9yTwX9VcqG/XgpG2+ph3iF7fedmJe9+NUOod7pft+xOtlY4X++mMt4tlR8+3TF+Z8nI4c9oP/G4vwSCdrjdP42NY1jPxboR0TWqsxMG18wWB4EeK0KWC0vDl/WhcL27ROfppb+pcqVq2B0RaaGJOkDQBM6wIrZYPWKTRWYRTeJO3HLbXFtDEo/dv6Q5vQx6wxsU3rFKxTc3QvoiH0BwCKGHVrMDAtLBPqVs/RwExxTgBg/MsBl/WniVFb3b2IMqHPMqFqDEZlg9oafGzrGgDE+QeehXEBeUnjrDVQxDDKofIvTiyNvJF64vkXaAIwN5fVsokvtw3zTHkT2mjlUGqLcV2gNN28ZCw5rlqDMnkx8KwxGIYKCH6egU9BDjbRi76MqlbehB1kFM6N/IsawwuSA09SmtNz4XhoWozrAlrNnwtzq2yBj29fhVYORjnUVkMrB0WMWW+uQabhRcOTBToXXEs4DnMNPHKJDBqnlvIhyL5Ps1EO08ag8G9/D/I32qJQLtpi0LvKy5e9rIOeBBpXywa11fHFrkEGQc/G/m3wWnGkI7VbQKpOADjkH1Tkfxlpr1qDL7cFXtm7GP1FaF/7N64HnWmswmrZvSxbeb2YeV6E+QGYm/9x+hhkFHyG6+ljavOpTIKMgk2mMgEQ5ZLqUZDDNKFjmthnOhZ7GgMP7AL/CcgLs61TqFsd/UTQrVLbQ+0Asb2vsBqv7F2c82dhzP54gbZwHD6HF9AGnRkVh/Untcu+HqfnUj0Jeh18esqHoLuBjlTXUv8Q9CT459TOw0tfU91PdSHtv887QOxskuhLoKE0Uv0jxKkwJ0DiY5XoejpuKvf+nGqrI09SGwt8CbILOpfqTkoDM83FiuBTU/sJPA8vpB7XBYaFxJFpMlZfT4IPC/0FmfZ907RnfyEmhvkG/XH+ZdtBt9L2/f6CjtS92BP82yI80hUMhi88w8/94HfEkhKAlI8IZZeU4lgeQiVFubR2sWwMs68V52umKcVofVmSomzRtjqWqLBWxWREyt1oaM1QysWyGWpB8a9AnzE2ljPq0xmuC2OFciraOKkf5wgm1D5Lrg21FtM2RdnGcYg4zi/Q0LYazFIGKHzvrIIONfV4nndhjs4p/E39In4UfwBAys0oxXCOIn0BTW08HVIbL8zRWgKR9M+hTmJyTimh17YKyhuA8Kvjs1wT2giNRWHRtr6UkC+1JCVZpG0YK/AgyDLwI9BAxLBWRfr6eiWlhawvmxP6c778GMXyScJHXwfT80Drjj/WKmjdtStLG2VhrYo0Okf4nvJz8CPuZTBTlGnQm7QGqHMUvwu0laXwJYwfaEl1IehICiJGUxsYX4IllOpRqrMRU3ROLaVZyhx182lbFXUj6EWgwVrRm6Br4bq2VVHmTW2ibqb6GWgM5dxsqOmayCroQigPF/Q1tTlrVXKd9P1d6nPxI+7lOK/gL2JNQ+7kkM4vtQXnCM6qyKdwbpE+Bl2N7TzvBoM2lgkKMk51LvgSIp6TUbD5oHOBv4OBlPFhRzCFjfYjfOM5H5T6tFQHAq9Suwnz6/u/UHIu/T74gOBDTfQ7hO9Sn4t/yX/g60J2/Yp96zmb6c81HNvgt4zwpW10/Bx0MJXJojmEdn0dD/xMP7eNBogj/0LdzhA/0v6KpGRS0Jugt4EP1qouFrUq2maYm47XUeK3OnmH9uH7EOMWzde2Ct8zeAE/1HwiftePbUHucs55HemKmof+gszS2CE6YCU2EcvnROapjVirIu+0Cb5K2qflGcuy9b5exVKNMtfONyntFsYwsecu9gZ+BLkVvsRUOq+2kbrYaYw13r8F+gKCvJXq7DOASGT2yW/8voUVDB7pnTV2hNm47IqEOwL7orhQDDiKBZtDsexUcQGvyEF5g1F4RZoeDKQYcSOFgqUwsFzUKCnQ2ky9MYU+vADBBD2wUhjWC6zRBqHobJMUpg1LJ3YUi8KHAtBto+M8nE2L+jKUkaK9YKFdeaVpxiNQ6boCx65zfI02kc428AhCf9vorqhuwpe29smHJbh1wnhfSo8QwVfslTm0VVfcWRUOs4NBx+hYtR5RHi4t+uz/2yAHBpqZT1gHFs1U+KAGtisqD4C0A1uFelzKZ0dopkXsjx3BetmxN9zaO3golmsVx3OhD1I8TyPJOQCY+HqKgadtwoe2Ml3x5zBfP16dxDHSjCYx5GZadHpsFRrtRBccwRlCNS3EGbYKqrSiy5WC9gW67cTIOF5vQl+TynQ6Szx3rpl150BdcehgH2QcZnsiw9Bv0CVlHNrKzBVKD/IK80mTXVs4kZtxsG3ZFe9WjHZG0V6t7gJ3UytAixyamensltgXuNZQhcV4OkoYy7FQOxHQBlk5AmkX5+6SYKIKh3omcmNHUIWFGxGme0OQYqmR20tmY0Fur1vNZF5/mlbFIuxh8RdszerD+ggWnWt7smjGpRTGDgXdw/cTNaerUY6BB0EOhLlC2c24lM+BLtfJv/V2xz4Yh37CMflEqRlLqSBVWilqrhlc6ViIPJ3rrBmCSjtPn09e6kkBZRyaSdcfRsDsYBCLrEcd8XpcW5LrPMKnNHmOcx8XUiBd85yuKsOoJl3JteBz02PXKIAJra9PGmxaFeJ/VGlhtYr84Vah9X4k+uHpyBe0Z7AVX9xW8yG59bKOdoAuJqVxLdAF9vMy3PleiIyVcWhJi171bD3qSQ/MBFeQ+H4/Tj0RX9RY0bHghwBEGqG40xXd9cuW5mgHgNYnOGCxR9KJzENt4JkRW/J8bms/N0ewrfbzkz7rqgB7dzTdH87FFmXY642e412byLgKvAzyJo4ybeskZoWFsHHghlB73wsAVYgxxHM+P9ipmxihZ6Wd9zXJorOP/AODjIyMjIyMjIxzjEd6Zw0M8NR0j/cRAwWDa+V3NACEFVND4JEFLM0t8kAAE4OmWs63Cjz1K6aRkz4NAwcFMOpWdFwp8EQDpZP+Zn4rtiXQWgtuCO6gBJcMlD6b3jdgzYBfIUXaGDJGoK1wcPtFpC9ef0uDN5MyInuqo8kRnN9FwMCBGwU0svsS+gb8blDhgNbzKO6YKFkNOwiNhoED/3zFUFbGZAlYJSDs7jUKXLhudZ6sVlyluxWPYVDalyNZ5SgGFOIqiR2BfF+sOa4ObeV3JhTDzbTIyI/FlayAoRgMJfMMOwKVFl6OC6EtrLxb1a2kFYMqBazaro0jsL/FHH6JzQMHrg3UWIPX7PyqtvErWS16hBXbyTXcErXU6SQArnzfpZPvZgoc9MQSuNHd+EOSOXg9cft+PqWDDXpSOLGHiQE1BFeEnV4/pnFAK7uwcZwgx9LJZ054D4BnIkMqHXjcuRIaWaEn3R12oh/BxmCp0y0GeFICIwue6rjzBQCsILtglQGvtMCerLjZONDQgmsN7Glgre12GGoFF26jNMnuYOnkswPQaplnWMi2Cjxg8NiAmDqbVAy3V4BaAg+cfL81AJ5M5FaJnaP2thRkqxmuKuIuAwCw8zpoOOopTf0qf6UFKg12WuQXltKOAM2dHjnV2ZIjv4Oh4k5ckDdbBdo34BUrNLSJHbKXgd/ZjZaput0GtNTNJxx7+fIseUnqQI6ZtVzvaXP7hfi/mfeDExPPUaWELnibiuMzaGLghv7ux+4A2PC3BndLQBO4UrCVErsE4NYsaKxFPoWTXYtov13XaEn8UdAHTzdqBTadH3b7Wq7TDKq0mGnYFbQk8lq1gPFzAmTeiuOc3bgANZ3/5vUW8LvbziZhN8QVS+C6408UiCVgaMHTpI1x4Lp75AZe1831As3FVmTYeNkGmXubpIaE72E31xJYiT9nS1BTBbfun6FqvD4PCG6c2BG8Tx44ia8hPgV6/Z0ciSMkdgGAC/Z6oGXMZLcSpUtikI5zcpXIBwXLc3Z1d+dIbIiAsQGPLNyOjyGF63yao8S+LHBbg9e7mBj4zXWiJ5QcWxK6w26Yo86nGdElulOAN4TvuCU7bzwUXUSlwekjGk5JLjBwoIH3k0Xnb12dKuw8Hu1kzRGoUlD+uX83YJg7CnbEULUELA5KRoDaM+CBV4Dk9o2eKrQXWiifULiRf+h2rGBXHGiqwIpB+wbJD0lEqJWCqgnWt2HD0LcLuJF3Wpagb0lAtasSUGmqAN0FRTBAjXfslYIaK7C3NfaJFlUEu+ZAM78dP1OwqxZU6ZhgkTc2daeAK1n8/tABDUEFg9IMdVCAC4Yb2ThnwBtbiDsh8EKCI2sWehlQEx2vp6k8r0EtgUuGqoQGVzCoVeCCoXYV3ED4E8aTuYuhqJAclzIGNQTVCM8BSYBZA2QB1pJsBD5wIdfriYYrGKql6AjtyEHtF3BDB3YAhYdxQ4LekgQHw1DeEbgVfxuxUYAT+QGA2pf+ndcHELq5DhmsgGLboF1zULtdX+SdGxuZJyfBnksGGgWzq2HXXUz44SBJq+tkEr6jmYIbOlCtUNwwqK/6H5zsGXDBYMXSJuipksCZLgziXIeevztG9C3YBCvoiuBKhisd9E6Jds3rgiPgwEDVBF0T2lGwIxlXbxtJFJmAOr0152n0t5/JJ4q6JjjDcCXD3CqjHVGlhOcDBq+2oJnuAlyQT9Rb32bfP+RfE+xGC5pqKH970o0c1H4pTrnsEhtVabiBE1kwQW8VsGsSDOh+KpgvAAAWnUlEQVSgSyxZSQKlDjrdhyNQWNwE9mpZMNJUEgKzXcB6nVK7RWdjCt09PAB6V8MNRSdd6boANLTR/lStQD7OupEPfAPRR2op6hb5BA/sdbBVXVBP9c8w1L5fZDpEOvWNUvyH1yFzU6O+4HkyE90AgGbTQu0ZGWMmfgg+wYJhjP6wxPSZFsWORutr77JicMmgmQI5ghu4KDceONFDSzAHGq0PumrXSJupBqYauiLxpQBQy3zZ+3o11THnUGMFV3p7AKC3TdRFZyVhppbghg5qz9NgGG5VeG62DJoLttPHiuCG4t/bjU54qiZgS3y+OlBwYZ3tRO9o38jdecVzz+CEsfXtEnajjYtevSu30PSM0FxwgL8V21xquzjhE8UwN3OrhB14+R8YSWwBuc5A7ocrwK3abq4lQ40VsAHhW7hlWkqiRDP5jhrqEq3CAfAL90ZL4lh0OjV4tUR9xUriHOKbYdDYxMU7NYTS00AWmD1hUdz0c/R6QlY2E9zQgRVj7aMlJk97mbcEagm61mhXXLR/vadh1y3KGwbtOgtvva+zaxZ6ouCM6FnwC+T9KiuWWN8SjD/H0OIDV8QeVUWwG11MpJnopZrqaJcgiTtoCNwYUKMkXgBwKzYuQBbh0U7WAJgpofEMHNwyqK62ULWKjA8BFZDgRDWh3FWoLvtfo00V7KpDecugXZVkQQcHZgFVKbBP6KAkKANi1Fw6aB/Eg4cwBwrtmoXZ0zEARidaE4qx/+XTCmNw2yvoJsMZBjkFV4jShARGT7xxtgQ66ATtRg7KOxCQ0Gp98HVDJyssDYxeM7ADFqOHJB9sJKjrPRMNinxi4kqGHmu4FYeVT4r6TJ8UXpY7CrSJGDTLLYXqqszVrsjKSQUnogEeMNRU+ow7Sj4h0D4h1btAuyrfqZkkae1I6At9OSN8VK1Cu9pC7xlQ2LzySa9ddeKgxp2zBkGCQUM+AZQTdtVhdN2guuwAC5hKwXkZlVsa5Q5hdlloDgHMaoaeKlnRakBNKSbUcMDwlkF1zUqC5fsavWpQX3RwA0ZxR6Pd6OTqhg5mR2OwQxi/tUV5R8MlCTpZgl1xMAcKdBkodjXaVYfhLYXp04xyS6O62sLsSSM7cjB7EigG24RmzetCAUAx9L5fxDQEW/q53tZoNp1POBBlpCrADiU4D24Z1JcslHcyuiIJYH6jrtsBAgY3DerLFqwYxo8XdNiuihx0AzQXXUyC7YBjwh2TUwBmR0vyN1HgmQTd4S2hYXbNAlrob9e6QFvsE6ZPW7ghiz2v+MQMorMhoLNiFDva84ehW9lVVBZoVx30geh5uS1JijlQaC5YlHdMtCM2wlNJcDsfo2qC2vNzMWrOllUr+RlZQG8rDLb9M0IXGNVVGwOwmimYqU+IIMmJKyT4mDok9B2PVSPBJgSgdtNCH2i4keiYmZIkWwBoojC6QTh4oUV5S6O51P2oiCzBHCjYoeeTZ111TfppNyyU7XZtye+mrn3KYPyMg64IOtC94TB9tsHGRwvsf46F9n6P2u6xQrvCMHs69qd3NGhT9MUVDOUXZGZMaLyelbuE6ortFp9KFua2YAyvG/HrXo9XPqNx8LzF6DVJfmZPeqdB3teMFdoNB7PXJYbllgYfCF9ZIdKgZwRVA3XBsGtOaPT6bVdFn82+QrvqukXcQGKJsuhiRNgE3lGorlgYH2vK2ybGlnbdyeLYqLkYRhMFp4HhbUK9yWDd+SeykkiRI+G1X/jZoSyg9Ux8wuANI/4UgLMEu2697wc4bCLuyCJJT0ls6kkH8hsixY6BnhLqSw7FnsLsqTbaEiugvmihD0TvR6/7RWEJtCsMcuLT2HDUR7dioSbih1KExbSqFYpdhYMX2igLMIEYaP1iuNhXUefMHYPmogNI/IP1j6Ctftpg8qyFmiroPY1mo4uVIKDY0aADjXazhfULGzdy0GMFs6OhGsAOgWJL5tSuCF/bgYOulfhLiI8pdsWXkxUdCPFg7eMF6ovJirOHRztZYzEC41e79SWLCx8x2H8rY3hDodlktF6ZzYGSREUzmnWHYqczQjgFW0ICzraOgU7XQDFWqC6J8aS7amQJ5RsFdAXUmwyEbVUlBu9KCR6NNyrAO52LYuh6IoEFAIpdBcUEc0BwJcE23aqELOTBegugpZiQDW5rtCviOKiRXa3BLe3nBDSrDDMhzK4J7SExrDcdiIHNlxX234q4inADRjtiaL8aNXuq48NMVupOJ8eQJKvYlRX1xsc1ptc4BuF2xWFwQ8OucLc6g3cIfhWvGkKzwRhsdcbuBixzpm6HrNwl2FJWhmqsoxEEHWANmH0FN1XQNeKukisIxYGMwYpjGzVVqC+Is2lXGCt/RBg/LW2adQc7EKcqiavnTyG7J3qs4rlghHoswWXgdyBCIjl9phXdZEkaVl7TqC5Jm2JPgRUwedZieN2gvuS6u3m7QjO1QgcrcQ7ljsLsiuiuHTE2XjaYXvP6sKW985fVY9ATPSOwJjSbLgb3GBTWHMxYdGp4W6HxSTMbRrHnd4yHolet1wXrAxBZQFmAtXds2ic+E9kRtasOxa6K82lnGtVlCzNVkpj63Qc7FHsY3SAcPGex8TFxWQfPCT90A9mJs8DsKb/TMiXoimAmslvabPgfBK052eWAD1LJzp6ZiMyf/iBw5/NNTCSpJdE5x0BDWHldwxmAniTYEccdxuEbBtUVi+EN0dVLH7G4/qWS0MuirrMJWXjJd1zIw8kAYAtATwnUwid9YXcYPijLziu5bgFTHBCcAVRD0FWX0G9+VGP/edHhZkN0brgl41TQItM3RB+bNelfxmLUm+KjmgtOEk4v83K3s/mwCAQAdaCk/xsGqpbgCwB0RxLN8Vssin1JJKprssWgZgrlDYP9FyyGb+i4A2tHkgSwEV64glEceN6NEHcdVU3QlYxTX3IotyQxb9YYw5smLjjMRKFdYxTbIl8zUTGxmDztUN7WmD1hoWYq+hmnGWwkWVx5VaPe7PyTHYndldvSrwoP1Dvx86qR5MCW3UJgcNugXXWwJaPYVVF2eqJgxoTqskNxILvQ0XcOGeZANgLIyqIq+PxyS5IXVXm/68cZ3lKYPukwfVJ8uy0ZK6/LnKqLwheywPSp7lURo+sG9QUHWwIbn1DYe9HGRSs1hMFNDWwKz0OMqK5YDG5r1Buy0FQ1odzt9Hv6TAs91mg2HIptHRP0ds3z54DASqG66hMYv/OsD5TEXer808ofFqguMfSEwApYuUFxPsUBoV5n1JctylsayseWZl3uUJXbGvVFCyu/d5OYuCqxzg4YzTrHu27j52WRryuxvWCvxbaB0wznkzo11THOl7c13EBso1lhDG9pNOvePmqJycWebA6sf0p4N3mKweQX7IQY0wHg4Pk2JrCL8NAla0T0PgA/DPk5x48z8/cvvdY7xKDMK69rjN/CUC1kt6mVJA3wOzDeCQBy+wUAqitOdqnC7UUfHACgWQd0JU7FTAizqy6u7nUNTK85NOvA2qtKdmIg19YXfCAfU1zVAN45vCbOwZVAuS19DW8T9l5w4pQt/KockR47lPyDkscxnGbYgQRSaoFighi4AUkKXaFQ7krwDCsZM5EdpukTsjUM6nbrin3CYJtQXQCaSw4j7whmVx30VNqxV0BA6GouOgxua+x/tsPaZxQOnvVb0lMVjYVcFyzKXUK7wkBNYACDPdmdA+Qas0/gkexCDO74X8tdYKga3YrfdqvN4Rah3pCgqlrZBQwOttwlVJdk56bc6Zx4sy63I4oD0Ye9F7uV//ofakyfYHG8OyoGJl2RONVS9EpPCcbvmDTrLAmSX40Gx9asS8BrN+R2Q73BUD4AucKvvENyPKZuxevHICf8UA1h9TWFZg0YbBHaVbl+dpVj0qNrYOVVjdk1J0lm+AWvAVauEyZPKAy3/C9L/epudJMwuyK35Zo17u6CevqadQc9o7kkhZgwu+KgLEHVhNqviHUttwSpAi7+AbD7vEZ9Uc61I3FcGy9rTJ4WZxacKJyCGzImTzGu/Qbh9jtDoKO42ClvKwmUk+5WrhsAsysMXSMGC+VpaEeMwbYEzXB7ol2TxOrmu2XnW4dFSilJiugWMHmLJBfSn+jcYEthdlWSz8rvRL3xXtkZqzcYw9ud7KCAwW1CdUVW3nTHdM8PErDxKWB6VW7h1BshoQbKOxqXP+yw/aJCfbHT4XbF7yiGJMYvBHbeLrux9UUJrFCIPggKWP2MkttGJLZ0+f/Jua23SeJOLUHNukdI0Hi7ZGB0Q6G+wDEhUl7fmw1GdUl0DwCoFL0b3NGorjhc+Bhh8kS4nQjYUhKS+oJDudPtLlJLaDaczKfpdoFB8qdqbzf+R77FjkK75rD2aUk26o1uZ7ZZ8z6hBDZfJkyfIDRrIqPRGwqTp1xcxFZXhHnDm9r/JBAx0MfEnoBij1BddVj/pMLsinxtR4zV1xXGz1rYkmGH3D1fqyR5Cv2EhY2ugPqii8nYYEvJbj78IkpJULdD4UuIB/VF53Wc55Lm2VXhIzFgJpI4BVs2E4rtVl6VXeWgwwNvP9VF8csqPLK2xuBC7Gl4q7t9u/qKxuQpSTDNWPxNkFHYORKfrlBf7mKILEgVJs/4RZPXVTVTWLlOsCOguuTj1nbYJXcod/3dFM2Yyis8wQqorrQgSxhe1zAzYHbVL2D8AqO6ZGVB6PnTror+2oEk0npKWLnud683ldwG1gwzVl2CucKwI4fRdVmQsgbMuJuPquHv1DFm1zq/sf4KYfI0+x1TYPxstwhv1vxjQVr8cOC3XaEo/0VYfoP0HIKINIAfBfBnAXwBgL9ERF9wtlRlZGRkZGRkZDw4PGw7a+8B8Alm/hQAENHPAPh6AB9ZdPFgrcbz7/1MPA5vYHZMc5/754Dujf4u+QXMSdqGz+mxehfHN0kvatvvZ9E4T55gnD69ad9Gubm3Wfd5kvaVXpuet07FN5oDkHS5N+bw4Ao+60+9cqh/xwT10nKaF9EREH71pJVbyLf+OIfGDb8a7dFvnTr07qXQNpw7apz0HDPFvtO2/XEWve8p7TN9ie2y6/soD67g2a/59CGa07aL+k2PUxxHw8Ljty2msd+XZQX9pQ6XPI8DiBj8ju7ahfR+EbCZXG9ZQZOb0w/gMB85kV9/Tv1zy/gU4EBQn88oD67iuS95da5dWlqm39eicRxojn6HzkYWlqn5Msb6CftK9TzYdNDVhbb3xXLt5hJ/2Pclfb/Y73fRMd519LWL+u7b3mD/Gl54z2cW2+W7gKcPUZWM+dJyP9vvr0/jIr+q3nmY/ruJMbGfBXy4mzjRx3GxYBHvFvUTzg32r+HZP/3K0n77frXfV6qT9u2H/WrwnctoWBa7Iu1fOO/rls31KF/a95WHrnvbfFzot0t9LgDQHz/aZ6dt+/b86SXXP2zJ2jMAXk2OX0N0M4ehiLFWVIcSAeCwUYTvFl2bnlt2TV/RlgX19PyyJOWk350Ex9F6XNJzkn777deKaq7vo+Z/HI3HtV12zUnOnTaWJvMnpHGZbBQxVkx96Pqj9Pmk9C4bd5lsjwtQ6XeLaD3KLo/i0d3Yx0n6Ok6/FDmsej0/jwj8OM6f9T8vOg7fHdXfsmuPSniWjbWMjnC8Uc4WjtPvd9k4J1lk93GSxGvZOCeh8W7s/6Rt75fvS3mejn3U9ffT5y7yNffq247bJLjXvu7mXP+6gOP49lCVmyKibwDwPmb+dn/8VwB8MTN/Z3LNdwD4Dn/4xwBf+yjjtHAFwO2zJuIxQ+b56SPz/GyQ+X76yDw/XbyVma/2v3zYdtZeB/BscvwW/10EM/8YgB87TaIyOhDRby6qa5bx4JB5fvrIPD8bZL6fPjLPzwceqh8YAPi/AF4kos8mohLAXwTw82dMU0ZGRkZGRkbGA8NDtbPGzC0RfSeAX4K8uuP9zPzhMyYrIyMjIyMjI+OB4aFK1gCAmX8BwC+cNR0ZS5FvQZ8+Ms9PH5nnZ4PM99NH5vk5wEP1A4OMjIyMjIyMjMcND9szaxkZGRkZGRkZjxVyspZxzyCi9xPRTSL6UPLdJSL6FSL6uP9/8SxpfNRARM8S0QeJ6CNE9GEi+m7/feb7AwIRDYno/xDR73me/yP//WcT0W8Q0SeI6AP+R08Z9xFEpInod4joP/vjzPMHCCL6NBH9PhH9LhH9pv8u+5ZzgJysZbwZ/CsA7+t9970AfpWZXwTwq/444/6hBfC3mfkLALwXwN/wJdcy3x8cKgBfyczvBPASgPcR0XsB/ACAf8HMnwNgG8C3nSGNjyq+G8BHk+PM8wePP8nMLyWv68i+5RwgJ2sZ9wxm/jUAd3pffz2An/SffxLAnz9Voh5xMPN1Zv5t/3kfEsieQeb7AwMLDvxh4f8YwFcC+Hf++8zz+wwieguArwXw4/6YkHl+Fsi+5RwgJ2sZ9xtPMPN1//kNAE+cJTGPMojoOQBfBOA3kPn+QOFvx/0ugJsAfgXAJwHsMHPrL3kNkjRn3D/8EIC/ByAUnryMzPMHDQbwy0T0W74aEJB9y7nAQ/fqjoyHB8zMdFwV8ox7AhGtAfj3AP4WM+/JpoMg8/3+g5ktgJeI6AKAnwPweWdM0iMNIvo6ADeZ+beI6CvOmp7HCF/GzK8T0TUAv0JEH0tPZt9ydsg7axn3GzeI6CkA8P9vnjE9jxyIqIAkaj/FzP/Bf535fgpg5h0AHwTwJQAuEFFY8B4qfZfxpvClAP4cEX0awM9Abn/+MDLPHyiY+XX//yZkUfIeZN9yLpCTtYz7jZ8H8C3+87cA+E9nSMsjB//czk8A+Cgz//PkVOb7AwIRXfU7aiCiEYCvgjwr+EEA3+Avyzy/j2Dmv8/Mb2Hm5yBlBf8bM/9lZJ4/MBDRKhGth88AvhrAh5B9y7lAfiluxj2DiH4awFcAuALgBoB/COA/AvhZAJ8F4BUAf4GZ+z9CyLhHENGXAfgfAH4f3bM8/wDy3Frm+wMAEb0D8mC1hixwf5aZ/zERPQ/Z9bkE4HcAfDMzV2dH6aMJfxv07zDz12WePzh43v6cPzQA/g0z/1MiuozsW84cOVnLyMjIyMjIyDjHyLdBMzIyMjIyMjLOMXKylpGRkZGRkZFxjpGTtYyMjIyMjIyMc4ycrGVkZGRkZGRknGPkZC0jIyMjIyMj4xwjJ2sZGRkZGRkZGecYOVnLyMjI8CCiC0T015ece46Ipr5G6FF9/BQR3SGibzjquoyMjIyTIidrGRkZGR0uAFiYrHl8kplfOqoD/6b9n7+vVGVkZDzWyMlaRkZGRofvB/ACEf0uEf3gURf68jz/hYh+j4g+RETfeEo0ZmRkPGYwx1+SkZGR8djgewG87bjdM4/3AfgjZv5aACCizQdKWUZGxmOLvLOWkZGRcW/4fQBfRUQ/QER/gpl3z5qgjIyMRxM5WcvIyMi4BzDzywDeBUna/gkRfd8Zk5SRkfGIIt8GzcjIyOiwD2D9JBcS0dMA7jDzvyaiHQDf/kApy8jIeGyRk7WMjIwMD2beIqL/RUQfAvBfmfnvHnH52wH8IBE5AA2Av3YqRGZkZDx2yMlaRkZGRgJm/qYTXvdLAH7pAZOTkZGRkZ9Zy8jIyDghLIDNk7wUF8CXA5idClUZGRmPPIiZz5qGjIyMjIyMjIyMJcg7axkZGRkZGRkZ5xg5WcvIyMjIyMjIOMfIyVpGRkZGRkZGxjlGTtYyMjIyMjIyMs4xcrKWkZGRkZGRkXGO8f8BHZIZFJAjJrUAAAAASUVORK5CYII=\n",
+ "text/plain": [
+ "<Figure size 648x432 with 2 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig, (top, bottom) = plt.subplots(2, figsize=(9,6))\n",
+ "fig.tight_layout(pad=3, h_pad=1.8)\n",
+ "\n",
+ "range_start, range_len = -300, 60 # [s]\n",
+ "\n",
+ "data_slice = data[ int(range_start * sampling_rate) : int((range_start + range_len) * sampling_rate) ]\n",
+ "\n",
+ "top.grid()\n",
+ "top.plot(np.linspace(0, range_len, int(range_len*sampling_rate)), data_slice, lw=1.0)\n",
+ "top.set_xlim([range_len/2-0.25, range_len/2+0.25])\n",
+ "mean = np.mean(data_not_nan)\n",
+ "rms = np.sqrt(np.mean(np.square(data_not_nan - mean)))\n",
+ "peak = np.max(np.abs(data_not_nan - mean))\n",
+ "top.axhline(mean, color='red')\n",
+ "bbox = {'facecolor': 'black', 'alpha': 0.8, 'pad': 2}\n",
+ "top.text(0.02, 0.5, f'mean: {mean:.3f}', transform=top.transAxes, color='white', bbox=bbox, ha='left', va='center')\n",
+ "top.text(0.98, 0.2, f'V_RMS: {rms:.3f}', transform=top.transAxes, color='white', bbox=bbox, ha='right')\n",
+ "top.text(0.98, 0.1, f'V_Pk: {peak:.3f}', transform=top.transAxes, color='white', bbox=bbox, ha='right')\n",
+ "top.text(0.5, 0.9, f'Run {run_id}', transform=top.transAxes, color='white', bbox=bbox, ha='center', fontweight='bold')\n",
+ "\n",
+ "bottom.grid()\n",
+ "bottom.specgram(data_slice, Fs=sampling_rate)\n",
+ "top.set_ylabel('U [V]')\n",
+ "bottom.set_ylabel('F [Hz]')\n",
+ "bottom.set_xlabel('t [s]')\n",
+ "\n",
+ "top.set_title('Voltage waveform')\n",
+ "bottom.set_title('Voltage frequency spectrum')\n",
+ "None"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Calculate Short-Time Fourier Transform of capture"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Window length: 405 sp, zero-padded to 405 sp\n"
+ ]
+ }
+ ],
+ "source": [
+ "fs = sampling_rate # Hz\n",
+ "ff = 50 # Hz\n",
+ "\n",
+ "analysis_periods = 20\n",
+ "window_len = fs * analysis_periods/ff\n",
+ "nfft_factor = 1\n",
+ "sigma = window_len/8 # samples\n",
+ "\n",
+ "f, t, Zxx = signal.stft(data,\n",
+ " fs = fs,\n",
+ " window=('gaussian', sigma),\n",
+ " nperseg = window_len,\n",
+ " nfft = window_len * nfft_factor)\n",
+ "print(f'Window length: {window_len:.0f} sp, zero-padded to {window_len * nfft_factor:.0f} sp')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Show a preview of STFT results\n",
+ "\n",
+ "Cut out our approximate frequency range of interest"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "application/pdf": 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\n",
+ "image/png": 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\n",
+ "text/plain": [
+ "<Figure size 648x216 with 1 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig, ax = plt.subplots(figsize=(9, 3))\n",
+ "fig.tight_layout(pad=2, h_pad=0.1)\n",
+ "\n",
+ "ax.pcolormesh(t[-200:-100], f[:250], np.abs(Zxx[:250,-200:-100]))\n",
+ "ax.set_title(f\"Run {last_run}\", pad=-20, color='white')\n",
+ "ax.grid()\n",
+ "ax.set_ylabel('f [Hz]')\n",
+ "ax.set_ylim([30, 75]) # Hz\n",
+ "ax.set_xlabel('simulation time t [s]')\n",
+ "None"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Run Gasior and Gonzalez for precise frequency estimation\n",
+ "\n",
+ "Limit analysis to frequency range of interest. If automatic adaption to totally different frequency ranges\n",
+ "(e.g. 400Hz) would be necessary, we could switch here based on configuration or a lookup of the STFT bin\n",
+ "containing highest overall energy.\n",
+ "\n",
+ "As elaborated in the Gasior and Gonzalez Paper [1] the shape of the template function should match the expected peak shape.\n",
+ "Peak shape is determined by the STFT window function. As Gasior and Gonzalez note, a gaussian is a very good fit for a steep gaussian window."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "ee265dcf05ce493198a0d50f237edf59",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "HBox(children=(FloatProgress(value=0.0, max=2708.0), HTML(value='')))"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n"
+ ]
+ }
+ ],
+ "source": [
+ "f_t = t\n",
+ "\n",
+ "n_f, n_t = Zxx.shape\n",
+ "# Frequency ROI\n",
+ "f_min, f_max = 30, 70 # Hz\n",
+ "# Indices of bins within ROI\n",
+ "bounds_f = slice(np.argmax(f > f_min), np.argmin(f < f_max))\n",
+ "\n",
+ "# Initialize output array\n",
+ "f_mean = np.zeros(Zxx.shape[1])\n",
+ "\n",
+ "# Iterate over STFT time slices\n",
+ "for le_t in tnrange(1, Zxx.shape[1] - 1):\n",
+ " # Cut out ROI and compute magnitude of complex fourier coefficients\n",
+ " frame_f = f[bounds_f]\n",
+ " frame_Z = np.abs(Zxx[bounds_f, le_t])\n",
+ "\n",
+ " # Template function. We use a gaussian here. This function needs to fit the window above.\n",
+ " def gauss(x, *p):\n",
+ " A, mu, sigma = p\n",
+ " return A*np.exp(-(x-mu)**2/(2.*sigma**2))\n",
+ "\n",
+ " # Calculate initial values for curve fitting\n",
+ " f_start = frame_f[np.argmax(frame_Z)] # index of strongest bin index\n",
+ " A_start = np.max(frame_Z) # strongest bin value\n",
+ " p0 = [A_start, f_start, 1.]\n",
+ " try:\n",
+ " # Fit template to measurement data STFT ROI \n",
+ " coeff, var = optimize.curve_fit(gauss, frame_f, frame_Z, p0=p0)\n",
+ " _A, f_mean[le_t], _sigma, *_ = coeff # The measured frequency is the mean of the fitted gaussian\n",
+ " \n",
+ " except Exception as e:\n",
+ " # Handle fit errors\n",
+ " f_mean[le_t] = np.nan"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Produce a plot of measurement results\n",
+ "\n",
+ "Include measurements of mean, standard deviation and variance of measurement data"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "application/pdf": 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\n",
+ "image/png": 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\n",
+ "text/plain": [
+ "<Figure size 648x360 with 1 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig, ax = plt.subplots(figsize=(9, 5), sharex=True)\n",
+ "fig.tight_layout(pad=2.2, h_pad=0, w_pad=1)\n",
+ "\n",
+ "# Cut off invalid values at fringes\n",
+ "ax.plot(f_t[1:-2], f_mean[1:-2])\n",
+ "ax.set_ylabel('f [Hz]')\n",
+ "ax.grid()\n",
+ "\n",
+ "var = np.var(f_mean[~np.isnan(f_mean)][1:-1])\n",
+ "mean = np.mean(f_mean[~np.isnan(f_mean)][1:-1])\n",
+ "ax.text(0.5, 0.95, f'Run {run_id}', transform=ax.transAxes, ha='center', fontweight='bold', color='white', bbox=bbox)\n",
+ "ax.text(0.05, 0.95, f'μ={mean:.3g} Hz', transform=ax.transAxes, ha='left', color='white', bbox=bbox)\n",
+ "ax.text(0.05, 0.89, f'σ={np.sqrt(var) * 1e3:.3g} mHz', transform=ax.transAxes, ha='left', color='white', bbox=bbox)\n",
+ "ax.text(0.05, 0.83, f'σ²={var * 1e3:.3g} mHz²', transform=ax.transAxes, ha='left', color='white', bbox=bbox)\n",
+ "\n",
+ "# Indicated missing values\n",
+ "for i in np.where(np.isnan(f_mean))[0]:\n",
+ " ax.axvspan(f_t[i], f_t[i+1], color='lightblue')\n",
+ "\n",
+ "formatter = matplotlib.ticker.FuncFormatter(lambda s, x: str(datetime.timedelta(seconds=s)))\n",
+ "ax.xaxis.set_major_formatter(formatter)\n",
+ "ax.set_xlabel('recording time t [hh:mm:ss]')\n",
+ "None"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# References\n",
+ "\n",
+ "1. **Gasior, M. & Gonzalez, J.** Improving FFT frequency measurement resolution by parabolic and gaussian interpolation *CERN-AB-Note-2004-021, CERN-AB-Note-2004-021, 2004*"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "labenv",
+ "language": "python",
+ "name": "labenv"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.8.2"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/lab-windows/grid_scope.ipynb b/lab-windows/grid_scope.ipynb
index 1ddde37..0cb2083 100644
--- a/lab-windows/grid_scope.ipynb
+++ b/lab-windows/grid_scope.ipynb
@@ -1,6 +1,13 @@
{
"cells": [
{
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Grid frequency estimation"
+ ]
+ },
+ {
"cell_type": "code",
"execution_count": 1,
"metadata": {},
@@ -31,12 +38,22 @@
]
},
{
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Step 1: Setup\n",
+ "### Load data series information from sqlite capture file\n",
+ "\n",
+ "One capture file may contain multiple runs/data series. Display a list of runs and their start/end time and sample count, then select the newest one in `last_run` variable."
+ ]
+ },
+ {
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
- "db = sqlite3.connect('data/waveform-raspi-2-2.sqlite3')"
+ "db = sqlite3.connect('data/waveform-raspi-ocxo-2.sqlite3')"
]
},
{
@@ -48,7 +65,9 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Run 000: 2020-03-25 16:07:36 - 2020-03-26 00:15:13 ( 8:07:37.266, 29261120sp)\n"
+ "Run 000: 2020-04-01 14:00:25 - 2020-04-01 15:09:31 ( 1:09:05.846, 4197664sp)\n",
+ "Run 001: 2020-04-02 11:56:41 - 2020-04-02 11:57:59 ( 0:01:18.544, 79552sp)\n",
+ "Run 002: 2020-04-02 12:03:51 - 2020-04-02 12:12:54 ( 0:09:03.033, 549792sp)\n"
]
}
],
@@ -57,8 +76,16 @@
" foo = lambda x: datetime.datetime.fromtimestamp(x/1000)\n",
" start, end = foo(start), foo(end)\n",
" print(f'Run {run_id:03d}: {start:%Y-%m-%d %H:%M:%S} - {end:%Y-%m-%d %H:%M:%S} ({str(end-start)[:-3]:>13}, {count*32:>9d}sp)')\n",
- "last_run, n_records = run_id, count\n",
- "sampling_rate = 1000.0"
+ "last_run, n_records = run_id, count"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Setup analog parameters\n",
+ "\n",
+ "Setup parameters of analog capture hardware here. This is used to scale samples from ADC counts to analog voltages. Also setup sampling rate here. Nominal sampling rate is 1 ksps."
]
},
{
@@ -67,9 +94,11 @@
"metadata": {},
"outputs": [],
"source": [
+ "sampling_rate = 1000.0 * 48.6 / 48\n",
+ "\n",
"par = lambda *rs: 1/sum(1/r for r in rs) # resistor parallel calculation\n",
"\n",
- "# FIXME: These are for the first prototype only!\n",
+ "# Note: These are for the first prototype only!\n",
"vmeas_source_impedance = 330e3\n",
"vmeas_source_scale = 0.5\n",
"\n",
@@ -93,19 +122,28 @@
]
},
{
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Load run data from sqlite3 capture file\n",
+ "\n",
+ "Load measurement data for the selected run and assemble a numpy array containing one continuous trace. "
+ ]
+ },
+ {
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
- "model_id": "582c4360e293466e9baed5bc66a47883",
+ "model_id": "38970a137bed494d8c28c270471c73df",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
- "HBox(children=(FloatProgress(value=0.0, max=914410.0), HTML(value='')))"
+ "HBox(children=(FloatProgress(value=0.0, max=17181.0), HTML(value='')))"
]
},
"metadata": {},
@@ -115,7 +153,8 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "\n"
+ "\n",
+ "RMS voltage: 228.5564548966498\n"
]
}
],
@@ -145,39 +184,44 @@
" # nans[:] = np.nan\n",
" # data = np.append(data, nans) FIXME\n",
" \n",
- "data = (data * adc_val_to_voltage_factor - v0) / (v100-v0) * 100"
+ "data = (data * adc_val_to_voltage_factor - v0) / (v100-v0) * 100\n",
+ "\n",
+ "# https://stackoverflow.com/questions/6518811/interpolate-nan-values-in-a-numpy-array\n",
+ "nan_helper = lambda y: (np.isnan(y), lambda z: z.nonzero()[0])\n",
+ "\n",
+ "# data rarely may contain NaNs where the capture script failed to read and acknowledge capture buffers from the sensor board fast enough.\n",
+ "# For RMS calculation and overall FFT fill these NaNs with interpolated values from their neighbors.\n",
+ "data_not_nan = np.copy(data)\n",
+ "nans, x = nan_helper(data)\n",
+ "data_not_nan[nans]= np.interp(x(nans), x(~nans), data[~nans])\n",
+ "\n",
+ "print('RMS voltage:', np.sqrt(np.mean(np.square(data_not_nan))))"
]
},
{
- "cell_type": "code",
- "execution_count": 7,
+ "cell_type": "markdown",
"metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "227.0922848236977"
- ]
- },
- "execution_count": 7,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
"source": [
- "data_not_nan = data[~np.isnan(data)]\n",
- "np.sqrt(np.mean(np.square(data_not_nan)))"
+ "### Show a preview of loaded data"
]
},
{
"cell_type": "code",
- "execution_count": 8,
+ "execution_count": 33,
"metadata": {},
"outputs": [
{
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "<ipython-input-33-4419e570bd12>:1: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n",
+ " fig, (top, bottom) = plt.subplots(2, figsize=(9,6))\n"
+ ]
+ },
+ {
"data": {
"application/vnd.jupyter.widget-view+json": {
- "model_id": "ecf3e3e261c54d87b169c1eb391a67f9",
+ "model_id": "6faa0da0b6b64d0094b9b683e5f2c434",
"version_major": 2,
"version_minor": 0
},
@@ -191,7 +235,7 @@
],
"source": [
"fig, (top, bottom) = plt.subplots(2, figsize=(9,6))\n",
- "fig.tight_layout(pad=3, h_pad=0.1)\n",
+ "fig.tight_layout(pad=3, h_pad=1.8)\n",
"\n",
"range_start, range_len = -300, 60 # [s]\n",
"\n",
@@ -205,68 +249,85 @@
"peak = np.max(np.abs(data_not_nan - mean))\n",
"top.axhline(mean, color='red')\n",
"bbox = {'facecolor': 'black', 'alpha': 0.8, 'pad': 2}\n",
- "top.text(0, mean, f'mean: {mean:.3f}', color='white', bbox=bbox)\n",
+ "top.text(0.02, 0.5, f'mean: {mean:.3f}', transform=top.transAxes, color='white', bbox=bbox, ha='left', va='center')\n",
"top.text(0.98, 0.2, f'V_RMS: {rms:.3f}', transform=top.transAxes, color='white', bbox=bbox, ha='right')\n",
"top.text(0.98, 0.1, f'V_Pk: {peak:.3f}', transform=top.transAxes, color='white', bbox=bbox, ha='right')\n",
+ "top.text(0.5, 0.9, f'Run {run_id}', transform=top.transAxes, color='white', bbox=bbox, ha='center', fontweight='bold')\n",
"\n",
"bottom.grid()\n",
"bottom.specgram(data_slice, Fs=sampling_rate)\n",
"top.set_ylabel('U [V]')\n",
"bottom.set_ylabel('F [Hz]')\n",
"bottom.set_xlabel('t [s]')\n",
+ "\n",
+ "top.set_title('Voltage waveform')\n",
+ "bottom.set_title('Voltage frequency spectrum')\n",
"None"
]
},
{
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Step 2: Calculate Short-Time Fourier Transform of capture"
+ ]
+ },
+ {
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": 38,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Window length: 405 sp, zero-padded to 405 sp\n"
+ ]
+ }
+ ],
"source": [
"fs = sampling_rate # Hz\n",
"ff = 50 # Hz\n",
"\n",
- "analysis_periods = 10\n",
+ "analysis_periods = 20\n",
"window_len = fs * analysis_periods/ff\n",
- "nfft_factor = 4\n",
+ "nfft_factor = 1\n",
"sigma = window_len/8 # samples\n",
"\n",
"f, t, Zxx = signal.stft(data,\n",
" fs = fs,\n",
" window=('gaussian', sigma),\n",
" nperseg = window_len,\n",
- " nfft = window_len * nfft_factor)"
+ " nfft = window_len * nfft_factor)\n",
+ "print(f'Window length: {window_len:.0f} sp, zero-padded to {window_len * nfft_factor:.0f} sp')"
]
},
{
- "cell_type": "code",
- "execution_count": 10,
+ "cell_type": "markdown",
"metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "(200.0, 800.0)"
- ]
- },
- "execution_count": 10,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
"source": [
- "window_len, window_len * nfft_factor"
+ "### Show a preview of STFT results\n",
+ "\n",
+ "Cut out our approximate frequency range of interest"
]
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": 64,
"metadata": {},
"outputs": [
{
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "<ipython-input-64-467ca72791b1>:1: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n",
+ " fig, ax = plt.subplots(figsize=(9, 3))\n"
+ ]
+ },
+ {
"data": {
"application/vnd.jupyter.widget-view+json": {
- "model_id": "cc101709475d440ea77e68bcb56ce3b7",
+ "model_id": "95c94ad504b248febb55f81b0e919464",
"version_major": 2,
"version_minor": 0
},
@@ -292,19 +353,33 @@
]
},
{
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Step 3: Run Gasior and Gonzalez for precise frequency estimation\n",
+ "\n",
+ "Limit analysis to frequency range of interest. If automatic adaption to totally different frequency ranges\n",
+ "(e.g. 400Hz) would be necessary, we could switch here based on configuration or a lookup of the STFT bin\n",
+ "containing highest overall energy.\n",
+ "\n",
+ "As elaborated in the Gasior and Gonzalez Paper [1] the shape of the template function should match the expected peak shape.\n",
+ "Peak shape is determined by the STFT window function. As Gasior and Gonzalez note, a gaussian is a very good fit for a steep gaussian window."
+ ]
+ },
+ {
"cell_type": "code",
- "execution_count": 12,
+ "execution_count": 45,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
- "model_id": "b0202d59643548cf83b6fa6fd7580d2d",
+ "model_id": "5443a7d157cc4a828cbffc91b2d645e3",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
- "HBox(children=(FloatProgress(value=0.0, max=292611.0), HTML(value='')))"
+ "HBox(children=(FloatProgress(value=0.0, max=2708.0), HTML(value='')))"
]
},
"metadata": {},
@@ -322,61 +397,65 @@
"f_t = t\n",
"\n",
"n_f, n_t = Zxx.shape\n",
- "# start, stop = 180, 220\n",
- "# start, stop = 90, 110\n",
- "# start, stop = 15, 35\n",
- "# bounds_f = slice(start // 4 * nfft_factor, stop // 4 * nfft_factor)\n",
+ "# Frequency ROI\n",
"f_min, f_max = 30, 70 # Hz\n",
+ "# Indices of bins within ROI\n",
"bounds_f = slice(np.argmax(f > f_min), np.argmin(f < f_max))\n",
"\n",
- "\n",
+ "# Initialize output array\n",
"f_mean = np.zeros(Zxx.shape[1])\n",
+ "\n",
+ "# Iterate over STFT time slices\n",
"for le_t in tnrange(1, Zxx.shape[1] - 1):\n",
+ " # Cut out ROI and compute magnitude of complex fourier coefficients\n",
" frame_f = f[bounds_f]\n",
- " frame_step = frame_f[1] - frame_f[0]\n",
- " time_step = f_t[1] - f_t[0]\n",
- " #if t == 10:\n",
- " # axs[-1].plot(frame_f, frame_Z)\n",
" frame_Z = np.abs(Zxx[bounds_f, le_t])\n",
- " # frame_f = f[180:220]\n",
- " # frame_Z = np.abs(Zxx[180:220, 40])\n",
- " # frame_f = f[15:35]\n",
- " # frame_Z = np.abs(Zxx[15:35, 40])\n",
- " # plt.plot(frame_f, frame_Z)\n",
- "\n",
- " # peak_f = frame_f[np.argmax(frame)]\n",
- " # plt.axvline(peak_f, color='red')\n",
- "\n",
- "# def gauss(x, *p):\n",
- "# A, mu, sigma, o = p\n",
- "# return A*np.exp(-(x-mu)**2/(2.*sigma**2)) + o\n",
"\n",
+ " # Template function. We use a gaussian here. This function needs to fit the window above.\n",
" def gauss(x, *p):\n",
" A, mu, sigma = p\n",
" return A*np.exp(-(x-mu)**2/(2.*sigma**2))\n",
"\n",
- " f_start = frame_f[np.argmax(frame_Z)]\n",
- " A_start = np.max(frame_Z)\n",
+ " # Calculate initial values for curve fitting\n",
+ " f_start = frame_f[np.argmax(frame_Z)] # index of strongest bin index\n",
+ " A_start = np.max(frame_Z) # strongest bin value\n",
" p0 = [A_start, f_start, 1.]\n",
" try:\n",
+ " # Fit template to measurement data STFT ROI \n",
" coeff, var = optimize.curve_fit(gauss, frame_f, frame_Z, p0=p0)\n",
- " # plt.plot(frame_f, gauss(frame_f, *coeff))\n",
- " #print(coeff)\n",
- " A, mu, sigma, *_ = coeff\n",
- " f_mean[le_t] = mu\n",
+ " _A, f_mean[le_t], _sigma, *_ = coeff # The measured frequency is the mean of the fitted gaussian\n",
+ " \n",
" except Exception as e:\n",
+ " # Handle fit errors\n",
" f_mean[le_t] = np.nan"
]
},
{
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Produce a plot of measurement results\n",
+ "\n",
+ "Include measurements of mean, standard deviation and variance of measurement data"
+ ]
+ },
+ {
"cell_type": "code",
- "execution_count": 13,
+ "execution_count": 56,
"metadata": {},
"outputs": [
{
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "<ipython-input-56-4e12d8913585>:1: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n",
+ " fig, ax = plt.subplots(figsize=(9, 5), sharex=True)\n"
+ ]
+ },
+ {
"data": {
"application/vnd.jupyter.widget-view+json": {
- "model_id": "59d50a2876634433bdfb751a7a66d9ca",
+ "model_id": "c1c391d0577f4dbeb59db8d1fa9261de",
"version_major": 2,
"version_minor": 0
},
@@ -392,49 +471,45 @@
"fig, ax = plt.subplots(figsize=(9, 5), sharex=True)\n",
"fig.tight_layout(pad=2.2, h_pad=0, w_pad=1)\n",
"\n",
- "label = f'Run {last_run}'\n",
- "ax.plot(f_t[1:-1], f_mean[1:-1])\n",
- "\n",
- "# b, a = signal.butter(3,\n",
- "# 1/5, # Hz\n",
- "# btype='lowpass',\n",
- "# fs=1/time_step)\n",
- "# filtered = signal.lfilter(b, a, f_mean[1:-1], axis=0)\n",
- "# ax.plot(f_t[1:-1], filtered)\n",
- "\n",
- "ax.set_title(label, pad=-20)\n",
+ "# Cut off invalid values at fringes\n",
+ "ax.plot(f_t[1:-2], f_mean[1:-2])\n",
"ax.set_ylabel('f [Hz]')\n",
"ax.grid()\n",
- "if not label in ['off_frequency', 'sweep_phase_steps']:\n",
- " ax.set_ylim([49.90, 50.10])\n",
- " var = np.var(f_mean[~np.isnan(f_mean)][1:-1])\n",
- " ax.text(0.5, 0.08, f'σ²={var * 1e3:.3g} mHz²', transform=ax.transAxes, ha='center', color='white', bbox=bbox)\n",
- " ax.text(0.5, 0.15, f'σ={np.sqrt(var) * 1e3:.3g} mHz', transform=ax.transAxes, ha='center', color='white', bbox=bbox)\n",
- "\n",
- "# ax.text(0.5, 0.2, f'filt. σ²={np.var(filtered) * 1e3:.3g} mHz', transform=ax.transAxes, ha='center')\n",
- "else:\n",
- " f_min, f_max = min(f_mean[1:-1]), max(f_mean[1:-1])\n",
- " delta = f_max - f_min\n",
- " ax.set_ylim(f_min - delta * 0.1, f_max + delta * 0.3)\n",
"\n",
+ "var = np.var(f_mean[~np.isnan(f_mean)][1:-1])\n",
+ "mean = np.mean(f_mean[~np.isnan(f_mean)][1:-1])\n",
+ "ax.text(0.5, 0.95, f'Run {run_id}', transform=ax.transAxes, ha='center', fontweight='bold', color='white', bbox=bbox)\n",
+ "ax.text(0.05, 0.95, f'μ={mean:.3g} Hz', transform=ax.transAxes, ha='left', color='white', bbox=bbox)\n",
+ "ax.text(0.05, 0.89, f'σ={np.sqrt(var) * 1e3:.3g} mHz', transform=ax.transAxes, ha='left', color='white', bbox=bbox)\n",
+ "ax.text(0.05, 0.83, f'σ²={var * 1e3:.3g} mHz²', transform=ax.transAxes, ha='left', color='white', bbox=bbox)\n",
+ "\n",
+ "# Indicated missing values\n",
"for i in np.where(np.isnan(f_mean))[0]:\n",
" ax.axvspan(f_t[i], f_t[i+1], color='lightblue')\n",
"\n",
"formatter = matplotlib.ticker.FuncFormatter(lambda s, x: str(datetime.timedelta(seconds=s)))\n",
"ax.xaxis.set_major_formatter(formatter)\n",
- "ax.set_xlabel('recording time t [s]')\n",
+ "ax.set_xlabel('recording time t [hh:mm:ss]')\n",
"None"
]
},
{
"cell_type": "code",
- "execution_count": 14,
+ "execution_count": 57,
"metadata": {},
"outputs": [
{
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "<ipython-input-57-8b77e38496af>:9: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n",
+ " fig, (ax2, ax1) = plt.subplots(2, figsize=(9,7))\n"
+ ]
+ },
+ {
"data": {
"application/vnd.jupyter.widget-view+json": {
- "model_id": "95cfea97c3b946ed9cdf351b16c2c45e",
+ "model_id": "c1209b4895814c92a9b0fa01ad666667",
"version_major": 2,
"version_minor": 0
},
@@ -444,6 +519,17 @@
},
"metadata": {},
"output_type": "display_data"
+ },
+ {
+ "ename": "IndexError",
+ "evalue": "index 0 is out of bounds for axis 0 with size 0",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+ "\u001b[0;31mIndexError\u001b[0m Traceback (most recent call last)",
+ "\u001b[0;32m<ipython-input-57-8b77e38496af>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m 56\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 57\u001b[0m \u001b[0;31m# Cut out first 10min of filtered data to give filters time to settle\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 58\u001b[0;31m \u001b[0mrms_slice\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfiltered2\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwhere\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mf_t\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m>\u001b[0m \u001b[0;36m10\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0;36m60\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 59\u001b[0m \u001b[0mrms\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msqrt\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmean\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msquare\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrms_slice\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 60\u001b[0m \u001b[0max1\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m0.5\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0.1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34mf'RMS (band-pass): {rms*1e3:.3f}mHz'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtransform\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0max1\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtransAxes\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcolor\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'white'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbbox\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mbbox\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mha\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'center'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+ "\u001b[0;31mIndexError\u001b[0m: index 0 is out of bounds for axis 0 with size 0"
+ ]
}
],
"source": [
@@ -512,7 +598,7 @@
},
{
"cell_type": "code",
- "execution_count": 15,
+ "execution_count": 69,
"metadata": {},
"outputs": [],
"source": [
@@ -531,49 +617,16 @@
},
{
"cell_type": "code",
- "execution_count": 53,
+ "execution_count": 73,
"metadata": {},
- "outputs": [
- {
- "name": "stderr",
- "output_type": "stream",
- "text": [
- "<ipython-input-53-c54c3e4ac2be>:20: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n",
- " fig, ax = plt.subplots(figsize=(5, 2))\n"
- ]
- },
- {
- "data": {
- "application/vnd.jupyter.widget-view+json": {
- "model_id": "ad5454f664734681adb8640f480ce69a",
- "version_major": 2,
- "version_minor": 0
- },
- "text/plain": [
- "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- },
- {
- "data": {
- "text/plain": [
- "Text(20, 1, '50 Hz')"
- ]
- },
- "execution_count": 53,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"# Number of samplepoints\n",
- "N = len(data)\n",
+ "N = len(data_not_nan)\n",
"# sample spacing\n",
"T = 1.0 / sampling_rate\n",
"x = np.linspace(0.0, N*T, N)\n",
- "yf = scipy.fftpack.fft(data * sig.blackman(N))\n",
+ "yf = scipy.fftpack.fft(data_not_nan * sig.blackman(N))\n",
"xf = np.linspace(0.0, 1.0/(2.0*T), N//2)\n",
"\n",
"yf = 2.0/N * np.abs(yf[:N//2])\n",
@@ -590,21 +643,21 @@
},
{
"cell_type": "code",
- "execution_count": 68,
+ "execution_count": 77,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
- "<ipython-input-68-21b49a5af249>:1: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n",
+ "<ipython-input-77-2f4bcf6b2d33>:1: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n",
" fig, ax = plt.subplots(figsize=(6, 3))\n"
]
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
- "model_id": "4a3edb0925fe47eb8751150aa7da8c22",
+ "model_id": "8b689c4f96fa40ffb5012764afb57564",
"version_major": 2,
"version_minor": 0
},
@@ -631,7 +684,7 @@
"ax.set_xlabel('f [Hz]')\n",
"ax.set_ylabel('Amplitude V [V]')\n",
"ax.grid()\n",
- "ax.set_xlim([0.1, 500])\n",
+ "ax.set_xlim([0.001, 500])\n",
"fig.subplots_adjust(bottom=0.2)\n",
"\n",
"for le_f in (50, 150, 250, 350, 450):\n",
@@ -646,21 +699,21 @@
},
{
"cell_type": "code",
- "execution_count": 43,
+ "execution_count": 84,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
- "<ipython-input-43-2e31f0cb9460>:21: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n",
+ "<ipython-input-84-936ca777d145>:26: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n",
" fig, ax = plt.subplots()\n"
]
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
- "model_id": "37e159955f114f36824dd42da060b9ea",
+ "model_id": "b58b8858dea1485fae236c9fbb6954d5",
"version_major": 2,
"version_minor": 0
},
@@ -670,21 +723,15 @@
},
"metadata": {},
"output_type": "display_data"
- },
- {
- "data": {
- "text/plain": [
- "[<matplotlib.lines.Line2D at 0x7fafc108cdc0>]"
- ]
- },
- "execution_count": 43,
- "metadata": {},
- "output_type": "execute_result"
}
],
"source": [
"# Number of samplepoints\n",
"newcopy = np.copy(f_mean[1:-2])\n",
+ "\n",
+ "nans, x = nan_helper(newcopy)\n",
+ "newcopy[nans]= np.interp(x(nans), x(~nans), newcopy[~nans])\n",
+ "\n",
"N = len(newcopy)\n",
"# sample spacing\n",
"T = 1.0 / 10\n",
@@ -715,8 +762,8 @@
"#ax.text(1/60, 10,'60 s', ha='left')\n",
"ax.grid()\n",
"#ax.set_xlim([1/60000, 0.5])\n",
- "ax.set_ylim([5e-7, 2e-2])\n",
- "ax.plot(xf[1:], 2e-6/xf[1:])"
+ "#ax.set_ylim([5e-7, 2e-2])\n",
+ "#ax.plot(xf[1:], 2e-6/xf[1:])"
]
},
{
@@ -744,6 +791,15 @@
"ax.plot(np.linspace(0, (len(f_mean)-3)/10, len(f_mean)-3) , f_mean[1:-2])\n",
"ax.grid()"
]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## References\n",
+ "\n",
+ "1. **Gasior, M. & Gonzalez, J.** Improving FFT frequency measurement resolution by parabolic and gaussian interpolation *CERN-AB-Note-2004-021, CERN-AB-Note-2004-021, 2004*"
+ ]
}
],
"metadata": {