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Created April 29, 2022 14:00
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measures_itslive_diff.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "2c8aa6cc",
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"import sys\n",
"from configobj import ConfigObj\n",
"import numpy as np\n",
"import h5py\n",
"import argparse\n",
"import xarray as xr"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "c2add727",
"metadata": {},
"outputs": [],
"source": [
"MAIN_PATH = os.path.expanduser('~/smith_glacier/')\n",
"sys.path.append(MAIN_PATH)\n",
"\n",
"# Load configuration file for more order in paths\n",
"config = ConfigObj(os.path.join(MAIN_PATH, 'config.ini'))"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "37f0c4bc",
"metadata": {},
"outputs": [],
"source": [
"from ficetools import velocity"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "1a12b4e0",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['/home/brecinos/smith_glacier/input_data/itslive/ANT_G0240_0000.nc', '/home/brecinos/smith_glacier/input_data/itslive/ANT_G0240_2010.nc', '/home/brecinos/smith_glacier/input_data/itslive/ANT_G0240_2011.nc', '/home/brecinos/smith_glacier/input_data/itslive/ANT_G0240_2013.nc', '/home/brecinos/smith_glacier/input_data/itslive/ANT_G0240_2014.nc']\n"
]
}
],
"source": [
"path_itslive = os.path.join(MAIN_PATH,\n",
" config['itslive'])\n",
"file_names = os.listdir(path_itslive)\n",
"\n",
"paths_itslive = []\n",
"\n",
"for f in file_names:\n",
" paths_itslive.append(os.path.join(path_itslive, f))\n",
"\n",
"print(paths_itslive)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "b8bf7f4d",
"metadata": {},
"outputs": [
{
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"</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
"Dimensions: (x: 22896, y: 18392)\n",
"Coordinates:\n",
" * x (x) float64 -2.678e+06 -2.678e+06 ... 2.817e+06\n",
" * y (y) float64 2.26e+06 2.259e+06 ... -2.154e+06\n",
"Data variables: (12/14)\n",
" vx (y, x) float32 ...\n",
" vy (y, x) float32 ...\n",
" v (y, x) float32 ...\n",
" vx_err (y, x) float32 ...\n",
" vy_err (y, x) float32 ...\n",
" v_err (y, x) float32 ...\n",
" ... ...\n",
" count (y, x) float32 ...\n",
" chip_size_max (y, x) float32 ...\n",
" ocean (y, x) float32 ...\n",
" rock (y, x) float32 ...\n",
" ice (y, x) float32 ...\n",
" Polar_Stereographic |S1 b&#x27;&#x27;\n",
"Attributes:\n",
" GDAL_AREA_OR_POINT: Area\n",
" date_created: 05-May-2019 15:10:30\n",
" title: autoRIFT surface velocities\n",
" author: Alex S. Gardner, JPL/NASA\n",
" institution: NASA Jet Propulsion Laboratory (JPL), Californi...\n",
" scene_pair_type: optical\n",
" motion_detection_method: feature\n",
" motion_coordinates: map</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-0bffea9f-829b-4dbb-850b-a2df2e4cd310' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-0bffea9f-829b-4dbb-850b-a2df2e4cd310' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>x</span>: 22896</li><li><span class='xr-has-index'>y</span>: 18392</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-bef2e21c-de8c-48e1-bc07-8bdbea32276f' class='xr-section-summary-in' type='checkbox' checked><label for='section-bef2e21c-de8c-48e1-bc07-8bdbea32276f' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>x</span></div><div class='xr-var-dims'>(x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-2.678e+06 -2.678e+06 ... 2.817e+06</div><input id='attrs-ac21062e-53e1-4df1-b84d-f358920de395' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ac21062e-53e1-4df1-b84d-f358920de395' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b721d529-ab20-46ca-bf0a-203b52a9d070' class='xr-var-data-in' type='checkbox'><label for='data-b721d529-ab20-46ca-bf0a-203b52a9d070' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m</dd><dt><span>standard_name :</span></dt><dd>projection_x_coordinate</dd><dt><span>long_name :</span></dt><dd>x coordinate of projection</dd></dl></div><div class='xr-var-data'><pre>array([-2678287.5, -2678047.5, -2677807.5, ..., 2816032.5, 2816272.5,\n",
" 2816512.5])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>y</span></div><div class='xr-var-dims'>(y)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.26e+06 2.259e+06 ... -2.154e+06</div><input id='attrs-7df9b199-9c9c-4575-b719-f3cdc7a58495' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7df9b199-9c9c-4575-b719-f3cdc7a58495' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-199cd673-bee6-4d93-9a64-b575b45a9e5a' class='xr-var-data-in' type='checkbox'><label for='data-199cd673-bee6-4d93-9a64-b575b45a9e5a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m</dd><dt><span>standard_name :</span></dt><dd>projection_y_coordinate</dd><dt><span>long_name :</span></dt><dd>y coordinate of projection</dd></dl></div><div class='xr-var-data'><pre>array([ 2259727.5, 2259487.5, 2259247.5, ..., -2153632.5, -2153872.5,\n",
" -2154112.5])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-b8c4aed3-7827-4704-8503-5d129eed5c15' class='xr-section-summary-in' type='checkbox' checked><label for='section-b8c4aed3-7827-4704-8503-5d129eed5c15' class='xr-section-summary' >Data variables: <span>(14)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>vx</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-44cf87be-b2d6-4553-8c58-889d0cfc87b9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-44cf87be-b2d6-4553-8c58-889d0cfc87b9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0704cafb-ce69-424e-ad81-a96c8dc90135' class='xr-var-data-in' type='checkbox'><label for='data-0704cafb-ce69-424e-ad81-a96c8dc90135' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m/y</dd><dt><span>standard_name :</span></dt><dd>x_velocity</dd><dt><span>quality_cutoff :</span></dt><dd>7.0</dd><dt><span>map_scale_corrected :</span></dt><dd>1</dd><dt><span>grid_mapping :</span></dt><dd>Polar_Stereographic</dd></dl></div><div class='xr-var-data'><pre>[421103232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>vy</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8970670a-791c-4bc0-b949-1b7629ce52ee' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8970670a-791c-4bc0-b949-1b7629ce52ee' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-65cf7324-c477-47b3-9d9e-10b30b8aa9df' class='xr-var-data-in' type='checkbox'><label for='data-65cf7324-c477-47b3-9d9e-10b30b8aa9df' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m/y</dd><dt><span>standard_name :</span></dt><dd>y_velocity</dd><dt><span>quality_cutoff :</span></dt><dd>7.0</dd><dt><span>map_scale_corrected :</span></dt><dd>1</dd><dt><span>grid_mapping :</span></dt><dd>Polar_Stereographic</dd></dl></div><div class='xr-var-data'><pre>[421103232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>v</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d24b0015-2b08-445e-8434-26ad7636c622' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d24b0015-2b08-445e-8434-26ad7636c622' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-24463e92-cdf9-4bb7-9725-ddb640f8913f' class='xr-var-data-in' type='checkbox'><label for='data-24463e92-cdf9-4bb7-9725-ddb640f8913f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m/y</dd><dt><span>standard_name :</span></dt><dd>velocity</dd><dt><span>quality_cutoff :</span></dt><dd>7.0</dd><dt><span>map_scale_corrected :</span></dt><dd>1</dd><dt><span>grid_mapping :</span></dt><dd>Polar_Stereographic</dd></dl></div><div class='xr-var-data'><pre>[421103232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>vx_err</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4a8c9f41-8619-4607-9353-07e1e0e91137' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4a8c9f41-8619-4607-9353-07e1e0e91137' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-061e95cb-e308-43d1-ab5e-8486fbc078bd' class='xr-var-data-in' type='checkbox'><label for='data-061e95cb-e308-43d1-ab5e-8486fbc078bd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m/y</dd><dt><span>standard_name :</span></dt><dd>x_velocity_err</dd><dt><span>grid_mapping :</span></dt><dd>Polar_Stereographic</dd></dl></div><div class='xr-var-data'><pre>[421103232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>vy_err</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2197c548-895f-4d50-9b46-2c2da5592472' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2197c548-895f-4d50-9b46-2c2da5592472' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-07677042-8527-4eb9-b8f9-4f83b78a4d24' class='xr-var-data-in' type='checkbox'><label for='data-07677042-8527-4eb9-b8f9-4f83b78a4d24' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m/y</dd><dt><span>standard_name :</span></dt><dd>y_velocity_err</dd><dt><span>grid_mapping :</span></dt><dd>Polar_Stereographic</dd></dl></div><div class='xr-var-data'><pre>[421103232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>v_err</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-407889d3-c4d8-42e0-b263-c431f78ed488' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-407889d3-c4d8-42e0-b263-c431f78ed488' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-57804eb8-7058-4322-9872-5312a67ad68e' class='xr-var-data-in' type='checkbox'><label for='data-57804eb8-7058-4322-9872-5312a67ad68e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m/y</dd><dt><span>standard_name :</span></dt><dd>velocity_err</dd><dt><span>grid_mapping :</span></dt><dd>Polar_Stereographic</dd></dl></div><div class='xr-var-data'><pre>[421103232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>date</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>timedelta64[ns]</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-cad64312-63aa-4514-b5fb-5260a21a033a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cad64312-63aa-4514-b5fb-5260a21a033a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-46c6c6a7-cf68-462e-b000-af41ffa8b08f' class='xr-var-data-in' type='checkbox'><label for='data-46c6c6a7-cf68-462e-b000-af41ffa8b08f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>date</dd><dt><span>long_name :</span></dt><dd>error_weighted_image_pair_center_date</dd><dt><span>grid_mapping :</span></dt><dd>Polar_Stereographic</dd></dl></div><div class='xr-var-data'><pre>[421103232 values with dtype=timedelta64[ns]]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dt</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>timedelta64[ns]</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4e5c2071-e6d7-4b2a-9afd-6f99b4963840' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4e5c2071-e6d7-4b2a-9afd-6f99b4963840' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-054adb93-df43-4488-9a74-0827909236bb' class='xr-var-data-in' type='checkbox'><label for='data-054adb93-df43-4488-9a74-0827909236bb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>dt</dd><dt><span>long_name :</span></dt><dd>error_weighted_dt</dd><dt><span>grid_mapping :</span></dt><dd>Polar_Stereographic</dd></dl></div><div class='xr-var-data'><pre>[421103232 values with dtype=timedelta64[ns]]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>count</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a5ba786b-2e12-4ed7-8d76-4a39b395c3b4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a5ba786b-2e12-4ed7-8d76-4a39b395c3b4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ae068153-3d7e-4d54-90d1-c9fb4e97d598' class='xr-var-data-in' type='checkbox'><label for='data-ae068153-3d7e-4d54-90d1-c9fb4e97d598' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m/y</dd><dt><span>standard_name :</span></dt><dd>count</dd><dt><span>long_name :</span></dt><dd>image_pair_count</dd><dt><span>grid_mapping :</span></dt><dd>Polar_Stereographic</dd></dl></div><div class='xr-var-data'><pre>[421103232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>chip_size_max</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-461218c1-3140-4748-b2b8-48d42842b228' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-461218c1-3140-4748-b2b8-48d42842b228' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7ce0f610-d886-4e10-aaa6-4315d320abbe' class='xr-var-data-in' type='checkbox'><label for='data-7ce0f610-d886-4e10-aaa6-4315d320abbe' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m</dd><dt><span>standard_name :</span></dt><dd>chip_size_max</dd><dt><span>long_name :</span></dt><dd>maximum_allowable_search_chip</dd><dt><span>grid_mapping :</span></dt><dd>Polar_Stereographic</dd></dl></div><div class='xr-var-data'><pre>[421103232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ocean</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e8516e53-143d-44a2-a8fd-89498d91fecd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e8516e53-143d-44a2-a8fd-89498d91fecd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2179015a-1a2b-47d3-82c5-9dd2f0ef2fad' class='xr-var-data-in' type='checkbox'><label for='data-2179015a-1a2b-47d3-82c5-9dd2f0ef2fad' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>binary</dd><dt><span>standard_name :</span></dt><dd>ocean</dd><dt><span>long_name :</span></dt><dd>ocean_mask</dd><dt><span>grid_mapping :</span></dt><dd>Polar_Stereographic</dd></dl></div><div class='xr-var-data'><pre>[421103232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>rock</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e5ac1c27-37f1-4a71-bad9-e03974124de7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e5ac1c27-37f1-4a71-bad9-e03974124de7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-409c4608-e772-4eb0-8f38-b3196d5955ff' class='xr-var-data-in' type='checkbox'><label for='data-409c4608-e772-4eb0-8f38-b3196d5955ff' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>binary</dd><dt><span>standard_name :</span></dt><dd>rock</dd><dt><span>long_name :</span></dt><dd>rock_mask</dd><dt><span>grid_mapping :</span></dt><dd>Polar_Stereographic</dd></dl></div><div class='xr-var-data'><pre>[421103232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ice</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2c94b3a6-f847-4ad8-aee1-503ffc31d625' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2c94b3a6-f847-4ad8-aee1-503ffc31d625' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7b3e5d54-4c5e-463b-a4e5-e4f80a2a21d7' class='xr-var-data-in' type='checkbox'><label for='data-7b3e5d54-4c5e-463b-a4e5-e4f80a2a21d7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>binary</dd><dt><span>standard_name :</span></dt><dd>ice</dd><dt><span>long_name :</span></dt><dd>ice_mask</dd><dt><span>grid_mapping :</span></dt><dd>Polar_Stereographic</dd></dl></div><div class='xr-var-data'><pre>[421103232 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Polar_Stereographic</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>|S1</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ae771f5e-a71b-40a5-a205-722a80e1be87' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ae771f5e-a71b-40a5-a205-722a80e1be87' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2032c0f3-184e-4bd5-8ca7-022718a7eaaf' class='xr-var-data-in' type='checkbox'><label for='data-2032c0f3-184e-4bd5-8ca7-022718a7eaaf' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>grid_mapping_name :</span></dt><dd>polar_stereographic</dd><dt><span>straight_vertical_longitude_from_pole :</span></dt><dd>0.0</dd><dt><span>latitude_of_projection_origin :</span></dt><dd>-71.0</dd><dt><span>scale_factor_at_projection_origin :</span></dt><dd>1.0</dd><dt><span>false_easting :</span></dt><dd>0.0</dd><dt><span>false_northing :</span></dt><dd>0.0</dd><dt><span>semi_major_axis :</span></dt><dd>6378.137</dd><dt><span>semi_minor_axis :</span></dt><dd>6356.752</dd><dt><span>inverse_flattening :</span></dt><dd>298.257223563</dd><dt><span>GeoTransform :</span></dt><dd>-2678407.5 240.0 0 2259847.5 0 -240.0</dd><dt><span>spatial_ref :</span></dt><dd>PROJCS[&quot;WGS 84 / Antarctic Polar Stereographic&quot;,GEOGCS[&quot;WGS 84&quot;,DATUM[&quot;WGS_1984&quot;,SPHEROID[&quot;WGS 84&quot;,6378137,298.257223563,AUTHORITY[&quot;EPSG&quot;,&quot;7030&quot;]],AUTHORITY[&quot;EPSG&quot;,&quot;6326&quot;]],PRIMEM[&quot;Greenwich&quot;,0,AUTHORITY[&quot;EPSG&quot;,&quot;8901&quot;]],UNIT[&quot;degree&quot;,0.0174532925199433,AUTHORITY[&quot;EPSG&quot;,&quot;9122&quot;]],AUTHORITY[&quot;EPSG&quot;,&quot;4326&quot;]],PROJECTION[&quot;Polar_Stereographic&quot;],PARAMETER[&quot;latitude_of_origin&quot;,-71],PARAMETER[&quot;central_meridian&quot;,0],PARAMETER[&quot;scale_factor&quot;,1],PARAMETER[&quot;false_easting&quot;,0],PARAMETER[&quot;false_northing&quot;,0],UNIT[&quot;metre&quot;,1,AUTHORITY[&quot;EPSG&quot;,&quot;9001&quot;]],AXIS[&quot;Easting&quot;,EAST],AXIS[&quot;Northing&quot;,NORTH],AUTHORITY[&quot;EPSG&quot;,&quot;3031&quot;]]</dd><dt><span>spatial_proj4 :</span></dt><dd>+proj=stere +lat_0=-90 +lat_ts=-71 +lon_0=0 +k=1 +x_0=0 +y_0=0 +datum=WGS84 +units=m +no_defs</dd><dt><span>spatial_epsg :</span></dt><dd>3031.0</dd></dl></div><div class='xr-var-data'><pre>array(b&#x27;&#x27;, dtype=&#x27;|S1&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-f5a580fb-26b7-4c40-ad6c-057bd890d558' class='xr-section-summary-in' type='checkbox' checked><label for='section-f5a580fb-26b7-4c40-ad6c-057bd890d558' class='xr-section-summary' >Attributes: <span>(8)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>GDAL_AREA_OR_POINT :</span></dt><dd>Area</dd><dt><span>date_created :</span></dt><dd>05-May-2019 15:10:30</dd><dt><span>title :</span></dt><dd>autoRIFT surface velocities</dd><dt><span>author :</span></dt><dd>Alex S. Gardner, JPL/NASA</dd><dt><span>institution :</span></dt><dd>NASA Jet Propulsion Laboratory (JPL), California Institute of Technology</dd><dt><span>scene_pair_type :</span></dt><dd>optical</dd><dt><span>motion_detection_method :</span></dt><dd>feature</dd><dt><span>motion_coordinates :</span></dt><dd>map</dd></dl></div></li></ul></div></div>"
],
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"<xarray.Dataset>\n",
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" * y (y) float64 2.26e+06 2.259e+06 ... -2.154e+06\n",
"Data variables: (12/14)\n",
" vx (y, x) float32 ...\n",
" vy (y, x) float32 ...\n",
" v (y, x) float32 ...\n",
" vx_err (y, x) float32 ...\n",
" vy_err (y, x) float32 ...\n",
" v_err (y, x) float32 ...\n",
" ... ...\n",
" count (y, x) float32 ...\n",
" chip_size_max (y, x) float32 ...\n",
" ocean (y, x) float32 ...\n",
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" Polar_Stereographic |S1 ...\n",
"Attributes:\n",
" GDAL_AREA_OR_POINT: Area\n",
" date_created: 05-May-2019 15:10:30\n",
" title: autoRIFT surface velocities\n",
" author: Alex S. Gardner, JPL/NASA\n",
" institution: NASA Jet Propulsion Laboratory (JPL), Californi...\n",
" scene_pair_type: optical\n",
" motion_detection_method: feature\n",
" motion_coordinates: map"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dv = xr.open_dataset(paths_itslive[-1])\n",
"dv"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "0cc003d0",
"metadata": {},
"outputs": [],
"source": [
"#ds = velocity.compute_coarsen(dv, 1000)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "f8f83eec",
"metadata": {},
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"</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;count&#x27; (y: 18392, x: 22896)&gt;\n",
"[421103232 values with dtype=float32]\n",
"Coordinates:\n",
" * x (x) float64 -2.678e+06 -2.678e+06 ... 2.816e+06 2.817e+06\n",
" * y (y) float64 2.26e+06 2.259e+06 2.259e+06 ... -2.154e+06 -2.154e+06\n",
"Attributes:\n",
" units: m/y\n",
" standard_name: count\n",
" long_name: image_pair_count\n",
" grid_mapping: Polar_Stereographic</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'count'</div><ul class='xr-dim-list'><li><span class='xr-has-index'>y</span>: 18392</li><li><span class='xr-has-index'>x</span>: 22896</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-571d289f-72ac-4b63-9ade-e089fc12984a' class='xr-array-in' type='checkbox' checked><label for='section-571d289f-72ac-4b63-9ade-e089fc12984a' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>...</span></div><div class='xr-array-data'><pre>[421103232 values with dtype=float32]</pre></div></div></li><li class='xr-section-item'><input id='section-9136ebb6-2f87-4967-8bc9-ee9c449369ec' class='xr-section-summary-in' type='checkbox' checked><label for='section-9136ebb6-2f87-4967-8bc9-ee9c449369ec' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>x</span></div><div class='xr-var-dims'>(x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-2.678e+06 -2.678e+06 ... 2.817e+06</div><input id='attrs-a8796240-515b-459e-b3d8-803c84a0d058' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a8796240-515b-459e-b3d8-803c84a0d058' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-db421bfe-0f5c-428f-b1af-1a34374b1648' class='xr-var-data-in' type='checkbox'><label for='data-db421bfe-0f5c-428f-b1af-1a34374b1648' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m</dd><dt><span>standard_name :</span></dt><dd>projection_x_coordinate</dd><dt><span>long_name :</span></dt><dd>x coordinate of projection</dd></dl></div><div class='xr-var-data'><pre>array([-2678287.5, -2678047.5, -2677807.5, ..., 2816032.5, 2816272.5,\n",
" 2816512.5])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>y</span></div><div class='xr-var-dims'>(y)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.26e+06 2.259e+06 ... -2.154e+06</div><input id='attrs-1eb554ed-7320-4152-86dd-ad592ffab9e1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1eb554ed-7320-4152-86dd-ad592ffab9e1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-eee05966-a022-42ac-98c6-8364133aaae5' class='xr-var-data-in' type='checkbox'><label for='data-eee05966-a022-42ac-98c6-8364133aaae5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m</dd><dt><span>standard_name :</span></dt><dd>projection_y_coordinate</dd><dt><span>long_name :</span></dt><dd>y coordinate of projection</dd></dl></div><div class='xr-var-data'><pre>array([ 2259727.5, 2259487.5, 2259247.5, ..., -2153632.5, -2153872.5,\n",
" -2154112.5])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-968e60b2-f4b3-47a3-bd6c-32a6803e3801' class='xr-section-summary-in' type='checkbox' checked><label for='section-968e60b2-f4b3-47a3-bd6c-32a6803e3801' class='xr-section-summary' >Attributes: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m/y</dd><dt><span>standard_name :</span></dt><dd>count</dd><dt><span>long_name :</span></dt><dd>image_pair_count</dd><dt><span>grid_mapping :</span></dt><dd>Polar_Stereographic</dd></dl></div></li></ul></div></div>"
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"</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
"Dimensions: (x: 5601, y: 5601)\n",
"Coordinates:\n",
" * x (x) float64 -2.8e+06 -2.799e+06 ... 2.799e+06 2.8e+06\n",
" * y (y) float64 2.8e+06 2.799e+06 ... -2.799e+06 -2.8e+06\n",
" lat (y, x) float64 ...\n",
" lon (y, x) float64 ...\n",
"Data variables:\n",
" coord_system |S1 b&#x27;&#x27;\n",
" VX (y, x) float32 ...\n",
" VY (y, x) float32 ...\n",
" STDX (y, x) float32 ...\n",
" STDY (y, x) float32 ...\n",
" ERRX (y, x) float32 ...\n",
" ERRY (y, x) float32 ...\n",
" CNT (y, x) int32 ...\n",
"Attributes: (12/27)\n",
" Conventions: CF-1.6\n",
" Metadata_Conventions: CF-1.6, Unidata Dataset Discovery v1.0, GDS v2.0\n",
" standard_name_vocabulary: CF Standard Name Table (v22, 12 February 2013)\n",
" id: Antarctica_ice_velocity_2013_2014_1km_v1.nc\n",
" title: MEaSURES Antarctica Ice Velocity Map - Period:...\n",
" product_version: 1.0\n",
" ... ...\n",
" time_coverage_start: 2013-07-01\n",
" time_coverage_end: 2014-06-30\n",
" project: NASA/MEaSUREs\n",
" creator_name: J. Mouginot\n",
" comment: Reference Manuscript: http://dx.doi.org/10.339...\n",
" license: No restrictions on access or use</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-4af95c09-50f8-4246-a802-4864020f7539' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-4af95c09-50f8-4246-a802-4864020f7539' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>x</span>: 5601</li><li><span class='xr-has-index'>y</span>: 5601</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-0c8a2462-e49c-426b-976c-7b2155ceccc2' class='xr-section-summary-in' type='checkbox' checked><label for='section-0c8a2462-e49c-426b-976c-7b2155ceccc2' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>x</span></div><div class='xr-var-dims'>(x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-2.8e+06 -2.799e+06 ... 2.8e+06</div><input id='attrs-f64291b9-bd8e-45d8-bee8-051bd7177664' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f64291b9-bd8e-45d8-bee8-051bd7177664' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-84ab1ec6-7534-4af6-91e1-f54cdc631fc7' class='xr-var-data-in' type='checkbox'><label for='data-84ab1ec6-7534-4af6-91e1-f54cdc631fc7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Cartesian x-coordinate</dd><dt><span>standard_name :</span></dt><dd>projection_x_coordinate</dd><dt><span>axis :</span></dt><dd>X</dd><dt><span>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><pre>array([-2800000., -2799000., -2798000., ..., 2798000., 2799000., 2800000.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>y</span></div><div class='xr-var-dims'>(y)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.8e+06 2.799e+06 ... -2.8e+06</div><input id='attrs-6e2079ce-16e9-4c5c-9310-14024ffd74f7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6e2079ce-16e9-4c5c-9310-14024ffd74f7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1c8b5b5c-9343-4cf9-9128-3a41330637b9' class='xr-var-data-in' type='checkbox'><label for='data-1c8b5b5c-9343-4cf9-9128-3a41330637b9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Cartesian y-coordinate</dd><dt><span>standard_name :</span></dt><dd>projection_y_coordinate</dd><dt><span>axis :</span></dt><dd>Y</dd><dt><span>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><pre>array([ 2800000., 2799000., 2798000., ..., -2798000., -2799000., -2800000.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lat</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f82374fd-c65e-4d66-b4f3-b5ef4d67af58' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f82374fd-c65e-4d66-b4f3-b5ef4d67af58' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c3997e78-d9f3-4c9f-9994-0bd015e27631' class='xr-var-data-in' type='checkbox'><label for='data-c3997e78-d9f3-4c9f-9994-0bd015e27631' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>degrees_north</dd><dt><span>long_name :</span></dt><dd>latitude coordinate</dd><dt><span>standard_name :</span></dt><dd>latitude</dd></dl></div><div class='xr-var-data'><pre>[31371201 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lon</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-cb662284-8a81-499c-882e-bfc7f150e39d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cb662284-8a81-499c-882e-bfc7f150e39d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d4dd5bc8-1d7d-4074-995d-6325e233e273' class='xr-var-data-in' type='checkbox'><label for='data-d4dd5bc8-1d7d-4074-995d-6325e233e273' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>degrees_east</dd><dt><span>long_name :</span></dt><dd>longitude coordinate</dd><dt><span>standard_name :</span></dt><dd>longitude</dd></dl></div><div class='xr-var-data'><pre>[31371201 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-86476e70-1c3b-4f3d-bb59-ee37a9c71cc9' class='xr-section-summary-in' type='checkbox' checked><label for='section-86476e70-1c3b-4f3d-bb59-ee37a9c71cc9' class='xr-section-summary' >Data variables: <span>(8)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>coord_system</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>|S1</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7572cdc7-2aa1-42e5-843f-74429e421387' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7572cdc7-2aa1-42e5-843f-74429e421387' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5739037d-e35c-4b70-9a24-4f7f395897d2' class='xr-var-data-in' type='checkbox'><label for='data-5739037d-e35c-4b70-9a24-4f7f395897d2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>ellipsoid :</span></dt><dd>WGS84</dd><dt><span>false_easting :</span></dt><dd>0.0</dd><dt><span>false_northing :</span></dt><dd>0.0</dd><dt><span>grid_mapping_name :</span></dt><dd>polar_stereographic</dd><dt><span>longitude_of_projection_origin :</span></dt><dd>0.0</dd><dt><span>latitude_of_projection_origin :</span></dt><dd>-90.0</dd><dt><span>standard_parallel :</span></dt><dd>-71.0</dd><dt><span>straight_vertical_longitude_from_pole :</span></dt><dd>0.0</dd></dl></div><div class='xr-var-data'><pre>array(b&#x27;&#x27;, dtype=&#x27;|S1&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>VX</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6a3ae14c-7764-4e7d-b3f3-25af0d8b8400' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6a3ae14c-7764-4e7d-b3f3-25af0d8b8400' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-be6cda4e-6865-44fd-a44f-3de3c3faac56' class='xr-var-data-in' type='checkbox'><label for='data-be6cda4e-6865-44fd-a44f-3de3c3faac56' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Ice velocity in x direction</dd><dt><span>standard_name :</span></dt><dd>land_ice_x_velocity</dd><dt><span>units :</span></dt><dd>meter/year</dd><dt><span>grid_mapping :</span></dt><dd>coord_system</dd></dl></div><div class='xr-var-data'><pre>[31371201 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>VY</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d60aa247-c72d-4511-b73c-1b6e7a16bfbd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d60aa247-c72d-4511-b73c-1b6e7a16bfbd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dd89f014-c3cb-49c8-b01b-0c062b3d79a7' class='xr-var-data-in' type='checkbox'><label for='data-dd89f014-c3cb-49c8-b01b-0c062b3d79a7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Ice velocity in y direction</dd><dt><span>standard_name :</span></dt><dd>land_ice_y_velocity</dd><dt><span>units :</span></dt><dd>meter/year</dd><dt><span>grid_mapping :</span></dt><dd>coord_system</dd></dl></div><div class='xr-var-data'><pre>[31371201 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>STDX</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-78b9434a-5380-41a6-bb12-974eb2825715' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-78b9434a-5380-41a6-bb12-974eb2825715' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f0727cf5-60bc-451d-8cfc-b3e50889fa05' class='xr-var-data-in' type='checkbox'><label for='data-f0727cf5-60bc-451d-8cfc-b3e50889fa05' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Std velocity in x direction</dd><dt><span>standard_name :</span></dt><dd>std_ice_x_velocity</dd><dt><span>units :</span></dt><dd>meter/year</dd><dt><span>grid_mapping :</span></dt><dd>coord_system</dd></dl></div><div class='xr-var-data'><pre>[31371201 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>STDY</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d243360f-0a59-48b6-9954-ee788e65dbf1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d243360f-0a59-48b6-9954-ee788e65dbf1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-165c570f-be54-4e58-b8eb-2cff35d16f76' class='xr-var-data-in' type='checkbox'><label for='data-165c570f-be54-4e58-b8eb-2cff35d16f76' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Std velocity in y direction</dd><dt><span>standard_name :</span></dt><dd>std_ice_y_velocity</dd><dt><span>units :</span></dt><dd>meter/year</dd><dt><span>grid_mapping :</span></dt><dd>coord_system</dd></dl></div><div class='xr-var-data'><pre>[31371201 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ERRX</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-30058b77-099a-4cb2-b93a-0f85e3190ead' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-30058b77-099a-4cb2-b93a-0f85e3190ead' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-17d6a838-aa17-4969-b692-c18def68d7f9' class='xr-var-data-in' type='checkbox'><label for='data-17d6a838-aa17-4969-b692-c18def68d7f9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Err velocity in x direction</dd><dt><span>standard_name :</span></dt><dd>err_ice_x_velocity</dd><dt><span>units :</span></dt><dd>meter/year</dd><dt><span>grid_mapping :</span></dt><dd>coord_system</dd></dl></div><div class='xr-var-data'><pre>[31371201 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ERRY</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e4935f88-56f7-4c8a-8e9e-11732586c846' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e4935f88-56f7-4c8a-8e9e-11732586c846' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c41272a6-e9db-4877-8f88-b35f495ad19f' class='xr-var-data-in' type='checkbox'><label for='data-c41272a6-e9db-4877-8f88-b35f495ad19f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Err velocity in y direction</dd><dt><span>standard_name :</span></dt><dd>err_ice_y_velocity</dd><dt><span>units :</span></dt><dd>meter/year</dd><dt><span>grid_mapping :</span></dt><dd>coord_system</dd></dl></div><div class='xr-var-data'><pre>[31371201 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>CNT</span></div><div class='xr-var-dims'>(y, x)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0ac86c3b-bfdb-483f-854f-96398c479c5d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0ac86c3b-bfdb-483f-854f-96398c479c5d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6edf6ace-217f-4e15-a3d6-ea870e7d48de' class='xr-var-data-in' type='checkbox'><label for='data-6edf6ace-217f-4e15-a3d6-ea870e7d48de' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Cnt velocity</dd><dt><span>standard_name :</span></dt><dd>cnt_ice_velocity</dd><dt><span>units :</span></dt><dd>Count</dd><dt><span>grid_mapping :</span></dt><dd>coord_system</dd></dl></div><div class='xr-var-data'><pre>[31371201 values with dtype=int32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-d4d2326a-1a85-478c-b28e-9cefd57d6a5f' class='xr-section-summary-in' type='checkbox' ><label for='section-d4d2326a-1a85-478c-b28e-9cefd57d6a5f' class='xr-section-summary' >Attributes: <span>(27)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>Conventions :</span></dt><dd>CF-1.6</dd><dt><span>Metadata_Conventions :</span></dt><dd>CF-1.6, Unidata Dataset Discovery v1.0, GDS v2.0</dd><dt><span>standard_name_vocabulary :</span></dt><dd>CF Standard Name Table (v22, 12 February 2013)</dd><dt><span>id :</span></dt><dd>Antarctica_ice_velocity_2013_2014_1km_v1.nc</dd><dt><span>title :</span></dt><dd>MEaSURES Antarctica Ice Velocity Map - Period: 2013-2014 at 1 km spacing</dd><dt><span>product_version :</span></dt><dd>1.0</dd><dt><span>summary :</span></dt><dd> </dd><dt><span>keywords :</span></dt><dd> </dd><dt><span>keywords_vocabulary :</span></dt><dd> </dd><dt><span>platform :</span></dt><dd> </dd><dt><span>sensor :</span></dt><dd> </dd><dt><span>date_created :</span></dt><dd>2017-04-25T21:07:44.00005817413329Z</dd><dt><span>institution :</span></dt><dd>Department of Earth System Science, University of California, Irvine</dd><dt><span>cdm_data_type :</span></dt><dd>Grid</dd><dt><span>geospatial_lat_units :</span></dt><dd>degrees_north</dd><dt><span>geospatial_lon_units :</span></dt><dd>degrees_east</dd><dt><span>geospatial_lat_min :</span></dt><dd>-90</dd><dt><span>geospatial_lat_max :</span></dt><dd>-60</dd><dt><span>geospatial_lon_min :</span></dt><dd>-180</dd><dt><span>geospatial_lon_max :</span></dt><dd>180</dd><dt><span>spatial_resolution :</span></dt><dd>1 km</dd><dt><span>time_coverage_start :</span></dt><dd>2013-07-01</dd><dt><span>time_coverage_end :</span></dt><dd>2014-06-30</dd><dt><span>project :</span></dt><dd>NASA/MEaSUREs</dd><dt><span>creator_name :</span></dt><dd>J. Mouginot</dd><dt><span>comment :</span></dt><dd>Reference Manuscript: http://dx.doi.org/10.3390/rs9040364</dd><dt><span>license :</span></dt><dd>No restrictions on access or use</dd></dl></div></li></ul></div></div>"
],
"text/plain": [
"<xarray.Dataset>\n",
"Dimensions: (x: 5601, y: 5601)\n",
"Coordinates:\n",
" * x (x) float64 -2.8e+06 -2.799e+06 ... 2.799e+06 2.8e+06\n",
" * y (y) float64 2.8e+06 2.799e+06 ... -2.799e+06 -2.8e+06\n",
" lat (y, x) float64 ...\n",
" lon (y, x) float64 ...\n",
"Data variables:\n",
" coord_system |S1 ...\n",
" VX (y, x) float32 ...\n",
" VY (y, x) float32 ...\n",
" STDX (y, x) float32 ...\n",
" STDY (y, x) float32 ...\n",
" ERRX (y, x) float32 ...\n",
" ERRY (y, x) float32 ...\n",
" CNT (y, x) int32 ...\n",
"Attributes: (12/27)\n",
" Conventions: CF-1.6\n",
" Metadata_Conventions: CF-1.6, Unidata Dataset Discovery v1.0, GDS v2.0\n",
" standard_name_vocabulary: CF Standard Name Table (v22, 12 February 2013)\n",
" id: Antarctica_ice_velocity_2013_2014_1km_v1.nc\n",
" title: MEaSURES Antarctica Ice Velocity Map - Period:...\n",
" product_version: 1.0\n",
" ... ...\n",
" time_coverage_start: 2013-07-01\n",
" time_coverage_end: 2014-06-30\n",
" project: NASA/MEaSUREs\n",
" creator_name: J. Mouginot\n",
" comment: Reference Manuscript: http://dx.doi.org/10.339...\n",
" license: No restrictions on access or use"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dm = xr.open_dataset(path_measures)\n",
"dm"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "d36dbd0e",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"('2013-07-01', '2014-06-30')"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dm.time_coverage_start, dm.time_coverage_end"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "97fa9b7a",
"metadata": {},
"outputs": [],
"source": [
"#dm.VX.plot()"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "6daa84f9",
"metadata": {},
"outputs": [],
"source": [
"ds = velocity.interp_to_measures_grid(dv, dm)"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "d6520266",
"metadata": {},
"outputs": [
{
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"\n",
".xr-section-summary > span {\n",
" display: inline-block;\n",
" padding-left: 0.5em;\n",
"}\n",
"\n",
".xr-section-summary-in:disabled + label {\n",
" color: var(--xr-font-color2);\n",
"}\n",
"\n",
".xr-section-summary-in + label:before {\n",
" display: inline-block;\n",
" content: '►';\n",
" font-size: 11px;\n",
" width: 15px;\n",
" text-align: center;\n",
"}\n",
"\n",
".xr-section-summary-in:disabled + label:before {\n",
" color: var(--xr-disabled-color);\n",
"}\n",
"\n",
".xr-section-summary-in:checked + label:before {\n",
" content: '▼';\n",
"}\n",
"\n",
".xr-section-summary-in:checked + label > span {\n",
" display: none;\n",
"}\n",
"\n",
".xr-section-summary,\n",
".xr-section-inline-details {\n",
" padding-top: 4px;\n",
" padding-bottom: 4px;\n",
"}\n",
"\n",
".xr-section-inline-details {\n",
" grid-column: 2 / -1;\n",
"}\n",
"\n",
".xr-section-details {\n",
" display: none;\n",
" grid-column: 1 / -1;\n",
" margin-bottom: 5px;\n",
"}\n",
"\n",
".xr-section-summary-in:checked ~ .xr-section-details {\n",
" display: contents;\n",
"}\n",
"\n",
".xr-array-wrap {\n",
" grid-column: 1 / -1;\n",
" display: grid;\n",
" grid-template-columns: 20px auto;\n",
"}\n",
"\n",
".xr-array-wrap > label {\n",
" grid-column: 1;\n",
" vertical-align: top;\n",
"}\n",
"\n",
".xr-preview {\n",
" color: var(--xr-font-color3);\n",
"}\n",
"\n",
".xr-array-preview,\n",
".xr-array-data {\n",
" padding: 0 5px !important;\n",
" grid-column: 2;\n",
"}\n",
"\n",
".xr-array-data,\n",
".xr-array-in:checked ~ .xr-array-preview {\n",
" display: none;\n",
"}\n",
"\n",
".xr-array-in:checked ~ .xr-array-data,\n",
".xr-array-preview {\n",
" display: inline-block;\n",
"}\n",
"\n",
".xr-dim-list {\n",
" display: inline-block !important;\n",
" list-style: none;\n",
" padding: 0 !important;\n",
" margin: 0;\n",
"}\n",
"\n",
".xr-dim-list li {\n",
" display: inline-block;\n",
" padding: 0;\n",
" margin: 0;\n",
"}\n",
"\n",
".xr-dim-list:before {\n",
" content: '(';\n",
"}\n",
"\n",
".xr-dim-list:after {\n",
" content: ')';\n",
"}\n",
"\n",
".xr-dim-list li:not(:last-child):after {\n",
" content: ',';\n",
" padding-right: 5px;\n",
"}\n",
"\n",
".xr-has-index {\n",
" font-weight: bold;\n",
"}\n",
"\n",
".xr-var-list,\n",
".xr-var-item {\n",
" display: contents;\n",
"}\n",
"\n",
".xr-var-item > div,\n",
".xr-var-item label,\n",
".xr-var-item > .xr-var-name span {\n",
" background-color: var(--xr-background-color-row-even);\n",
" margin-bottom: 0;\n",
"}\n",
"\n",
".xr-var-item > .xr-var-name:hover span {\n",
" padding-right: 5px;\n",
"}\n",
"\n",
".xr-var-list > li:nth-child(odd) > div,\n",
".xr-var-list > li:nth-child(odd) > label,\n",
".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
" background-color: var(--xr-background-color-row-odd);\n",
"}\n",
"\n",
".xr-var-name {\n",
" grid-column: 1;\n",
"}\n",
"\n",
".xr-var-dims {\n",
" grid-column: 2;\n",
"}\n",
"\n",
".xr-var-dtype {\n",
" grid-column: 3;\n",
" text-align: right;\n",
" color: var(--xr-font-color2);\n",
"}\n",
"\n",
".xr-var-preview {\n",
" grid-column: 4;\n",
"}\n",
"\n",
".xr-var-name,\n",
".xr-var-dims,\n",
".xr-var-dtype,\n",
".xr-preview,\n",
".xr-attrs dt {\n",
" white-space: nowrap;\n",
" overflow: hidden;\n",
" text-overflow: ellipsis;\n",
" padding-right: 10px;\n",
"}\n",
"\n",
".xr-var-name:hover,\n",
".xr-var-dims:hover,\n",
".xr-var-dtype:hover,\n",
".xr-attrs dt:hover {\n",
" overflow: visible;\n",
" width: auto;\n",
" z-index: 1;\n",
"}\n",
"\n",
".xr-var-attrs,\n",
".xr-var-data {\n",
" display: none;\n",
" background-color: var(--xr-background-color) !important;\n",
" padding-bottom: 5px !important;\n",
"}\n",
"\n",
".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
".xr-var-data-in:checked ~ .xr-var-data {\n",
" display: block;\n",
"}\n",
"\n",
".xr-var-data > table {\n",
" float: right;\n",
"}\n",
"\n",
".xr-var-name span,\n",
".xr-var-data,\n",
".xr-attrs {\n",
" padding-left: 25px !important;\n",
"}\n",
"\n",
".xr-attrs,\n",
".xr-var-attrs,\n",
".xr-var-data {\n",
" grid-column: 1 / -1;\n",
"}\n",
"\n",
"dl.xr-attrs {\n",
" padding: 0;\n",
" margin: 0;\n",
" display: grid;\n",
" grid-template-columns: 125px auto;\n",
"}\n",
"\n",
".xr-attrs dt,\n",
".xr-attrs dd {\n",
" padding: 0;\n",
" margin: 0;\n",
" float: left;\n",
" padding-right: 10px;\n",
" width: auto;\n",
"}\n",
"\n",
".xr-attrs dt {\n",
" font-weight: normal;\n",
" grid-column: 1;\n",
"}\n",
"\n",
".xr-attrs dt:hover span {\n",
" display: inline-block;\n",
" background: var(--xr-background-color);\n",
" padding-right: 10px;\n",
"}\n",
"\n",
".xr-attrs dd {\n",
" grid-column: 2;\n",
" white-space: pre-wrap;\n",
" word-break: break-all;\n",
"}\n",
"\n",
".xr-icon-database,\n",
".xr-icon-file-text2 {\n",
" display: inline-block;\n",
" vertical-align: middle;\n",
" width: 1em;\n",
" height: 1.5em !important;\n",
" stroke-width: 0;\n",
" stroke: currentColor;\n",
" fill: currentColor;\n",
"}\n",
"</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;count&#x27; (y: 5601, x: 5601)&gt;\n",
"array([[nan, nan, nan, ..., nan, nan, nan],\n",
" [nan, nan, nan, ..., nan, nan, nan],\n",
" [nan, nan, nan, ..., nan, nan, nan],\n",
" ...,\n",
" [nan, nan, nan, ..., nan, nan, nan],\n",
" [nan, nan, nan, ..., nan, nan, nan],\n",
" [nan, nan, nan, ..., nan, nan, nan]])\n",
"Coordinates:\n",
" * y (y) float64 2.8e+06 2.799e+06 2.798e+06 ... -2.799e+06 -2.8e+06\n",
" * x (x) float64 -2.8e+06 -2.799e+06 -2.798e+06 ... 2.799e+06 2.8e+06</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'count'</div><ul class='xr-dim-list'><li><span class='xr-has-index'>y</span>: 5601</li><li><span class='xr-has-index'>x</span>: 5601</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-2d60f318-faf8-4fa2-81bc-ac94ad0d4c22' class='xr-array-in' type='checkbox' checked><label for='section-2d60f318-faf8-4fa2-81bc-ac94ad0d4c22' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>nan nan nan nan nan nan nan nan ... nan nan nan nan nan nan nan nan</span></div><div class='xr-array-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
" [nan, nan, nan, ..., nan, nan, nan],\n",
" [nan, nan, nan, ..., nan, nan, nan],\n",
" ...,\n",
" [nan, nan, nan, ..., nan, nan, nan],\n",
" [nan, nan, nan, ..., nan, nan, nan],\n",
" [nan, nan, nan, ..., nan, nan, nan]])</pre></div></div></li><li class='xr-section-item'><input id='section-c29a3d98-e17d-43dc-8d3e-865dc2f163cc' class='xr-section-summary-in' type='checkbox' checked><label for='section-c29a3d98-e17d-43dc-8d3e-865dc2f163cc' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>y</span></div><div class='xr-var-dims'>(y)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.8e+06 2.799e+06 ... -2.8e+06</div><input id='attrs-df4301e4-929a-43b9-aa9f-910cb430a907' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-df4301e4-929a-43b9-aa9f-910cb430a907' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e3b735c0-18a2-4f8a-bd3d-a527250531d0' class='xr-var-data-in' type='checkbox'><label for='data-e3b735c0-18a2-4f8a-bd3d-a527250531d0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 2800000., 2799000., 2798000., ..., -2798000., -2799000., -2800000.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>x</span></div><div class='xr-var-dims'>(x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-2.8e+06 -2.799e+06 ... 2.8e+06</div><input id='attrs-df21ae42-91c9-4e1a-8832-f8d1468b172b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-df21ae42-91c9-4e1a-8832-f8d1468b172b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2cdb5da2-4678-4eb9-8569-55a6b6d58c87' class='xr-var-data-in' type='checkbox'><label for='data-2cdb5da2-4678-4eb9-8569-55a6b6d58c87' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-2800000., -2799000., -2798000., ..., 2798000., 2799000., 2800000.])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-2923b06a-835d-4ffa-ad7b-08ad36a340cc' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-2923b06a-835d-4ffa-ad7b-08ad36a340cc' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
],
"text/plain": [
"<xarray.DataArray 'count' (y: 5601, x: 5601)>\n",
"array([[nan, nan, nan, ..., nan, nan, nan],\n",
" [nan, nan, nan, ..., nan, nan, nan],\n",
" [nan, nan, nan, ..., nan, nan, nan],\n",
" ...,\n",
" [nan, nan, nan, ..., nan, nan, nan],\n",
" [nan, nan, nan, ..., nan, nan, nan],\n",
" [nan, nan, nan, ..., nan, nan, nan]])\n",
"Coordinates:\n",
" * y (y) float64 2.8e+06 2.799e+06 2.798e+06 ... -2.799e+06 -2.8e+06\n",
" * x (x) float64 -2.8e+06 -2.799e+06 -2.798e+06 ... 2.799e+06 2.8e+06"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ds['count']"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "b61e96eb",
"metadata": {},
"outputs": [],
"source": [
"#ds.vx.plot()"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "de521c36",
"metadata": {},
"outputs": [],
"source": [
"#dm.VX.plot()"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "3d685f66",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "972c747a",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 16,
"id": "6c63c729",
"metadata": {},
"outputs": [],
"source": [
"smith_bbox = {'xmin': -1609000.0,\n",
" 'xmax': -1381000.0,\n",
" 'ymin': -718450.0,\n",
" 'ymax': -527000.0}"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "dfd18f9e",
"metadata": {},
"outputs": [],
"source": [
"vx_m = dm.VX\n",
"vy_m = dm.VY\n",
"std_vx_m = dm.STDX\n",
"std_vy_m = dm.STDY\n"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "b59d7db8",
"metadata": {},
"outputs": [],
"source": [
"# Crop velocity data to the Smith Glacier extend\n",
"vxm_s = velocity.crop_velocity_data_to_extend(vx_m, smith_bbox, return_xarray=True)\n",
"vym_s = velocity.crop_velocity_data_to_extend(vy_m, smith_bbox, return_xarray=True)\n",
"stdm_vx_s = velocity.crop_velocity_data_to_extend(std_vx_m, smith_bbox, return_xarray=True)\n",
"stdm_vy_s = velocity.crop_velocity_data_to_extend(std_vy_m, smith_bbox, return_xarray=True)"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "9e2f0c96",
"metadata": {},
"outputs": [],
"source": [
"vx_i = ds.vx\n",
"vy_i = ds.vy\n",
"\n",
"count = ds.count"
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "89ce4009",
"metadata": {},
"outputs": [],
"source": [
"vxi_s = velocity.crop_velocity_data_to_extend(vx_i, smith_bbox, return_xarray=True)\n",
"vyi_s = velocity.crop_velocity_data_to_extend(vy_i, smith_bbox, return_xarray=True)"
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "127bb134",
"metadata": {},
"outputs": [],
"source": [
"err_vxi = ds.vx_err\n",
"err_vyi = ds.vy_err\n",
"\n",
"err_vxi_s = velocity.crop_velocity_data_to_extend(err_vxi,smith_bbox, return_xarray=True)\n",
"err_vyi_s = velocity.crop_velocity_data_to_extend(err_vyi,smith_bbox, return_xarray=True)"
]
},
{
"cell_type": "code",
"execution_count": 22,
"id": "5c99c84a",
"metadata": {},
"outputs": [],
"source": [
"count_s = velocity.crop_velocity_data_to_extend(ds['count'],smith_bbox, return_xarray=True)"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "6f693fa4",
"metadata": {},
"outputs": [],
"source": [
"stdi_vx_s = (count_s**(1/2))*err_vxi_s\n",
"stdi_vy_s = (count_s**(1/2))*err_vyi_s"
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "19aafce2",
"metadata": {},
"outputs": [],
"source": [
"std_m = (stdm_vx_s**2 + stdm_vy_s**2)**0.5\n",
"std_i = (stdi_vx_s**2 + stdi_vy_s**2)**0.5"
]
},
{
"cell_type": "code",
"execution_count": 25,
"id": "70b04e56",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.collections.QuadMesh at 0x7f1c58cd3e80>"
]
},
"execution_count": 25,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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\n",
"text/plain": [
"<Figure size 432x288 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"std_m.plot(vmin=0, vmax=600)"
]
},
{
"cell_type": "code",
"execution_count": 26,
"id": "fe39dd2b",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.collections.QuadMesh at 0x7f1c573113d0>"
]
},
"execution_count": 26,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"std_i.plot(vmin=0, vmax=600)"
]
},
{
"cell_type": "code",
"execution_count": 27,
"id": "9f3b9c92",
"metadata": {},
"outputs": [],
"source": [
"vv_m = (vxm_s**2 + vym_s**2)**0.5\n",
"vv_i = (vxi_s**2 + vyi_s**2)**0.5"
]
},
{
"cell_type": "code",
"execution_count": 28,
"id": "f3378579",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.collections.QuadMesh at 0x7f1c5724b4c0>"
]
},
"execution_count": 28,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"vv_m.plot(vmin=0, vmax=1700)"
]
},
{
"cell_type": "code",
"execution_count": 29,
"id": "657f401d",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.collections.QuadMesh at 0x7f1c57192190>"
]
},
"execution_count": 29,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"vv_i.plot(vmin=0, vmax=1700)"
]
},
{
"cell_type": "code",
"execution_count": 30,
"id": "cefbe761",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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nwT7YfyGig/VPyrrk+/yc/eaClVWmG+sxVZDhZGXTfZiczv5TPXh0kGLOuXeDyY23gN0bzgNwBRHtcv30Hbwn5bWjriSnmnN8LvgF7Gemqs7bP2Fy1vsT2zncjO6JQiapUMZvwDEm+qcWpJdP1YZYzv8drMDznEmqZe8ZWdnX7UF/a6bjypbFbWCW/rgd2HdS7OZ7+evB965PZu4f+tJzAOXnb9B1MZmbVcRuQrQQ7IVwzrWI6OtgFmsMHDT2gEFEA2D/+m84516TKXvcDPo3LszageCbzn1gvflhBAYqe+wF4ICyv+SVZ9pvS0DijWAf0x01o08F9aee0r9S+nITZuaioKzoEWCt+CyOyNSbCc4B/8hfkldIRO8Fv0h+Hax2kfewdB34x+vUnLJT5HN77kg7AnVB2d6DxG/ADyYWO6JpPWtrMmffBPzi+t1JyueALQNHATh7ikDDKwG8CnwusqzwyWCVr2knSctgBdjSkhffcIZs/zyYfbQ4GCxHuLdAWeC8dZWbcEriOD4L4LPiV/8bAP9MRJ9wzq3P22cXYFr3pCnwNfBLzrlE9EVwYPgXXTqnja6FkelYWPOwA/fEMwAcAHZ7yYv7eD6As4hokZtaue5TYOv0h5Cf/Cp7z5jUCpkFER0KDiq/LceKt13Ib+IvAZxDRE9wzj1gRbo94F6+AkwQ/mqS8ivAEqNZ0QN9Id2b7iH7BOILwd6LL4A1y++cge/e9qBsW4qdI6IlyEm8QpxZ9TfZG5E8SD0cHOB0G+BfYn4G4PmT3BA1scy0AtGcc7cR0QXgH7dHiOvSjEBEpwK4aRJ3ibPlc3uuWACrp7yWiPqcc9PxEf0xOAHOW4noXBsoSEQPAf9wXSauAzPF2eBkQB0J6oiVfN4H1ol+2WQBis65YTlXzxD3hGtl/x7wOrgNfLOfMYhl8Cj7ECtBca+Xr1MGtzrnlOF7QJjtNZnBw8E+sh3uQvIycCFYHvCZzrnJflD12J8B8AYiukAZdSJ6Glhp6193oG+Kc8GxOFl8H/yi+lFkXkLE7WIFZomE2BVwzm0jovsBPIaISO9Xwl6ebetKkPWoEU7Qh7mbwPFSc5BWgZpVzOI9qQPOuWuI6O9g16Nx8MPc1zLVfgMe3zuI6LtZlxpx1ys657Zt53AXY/r3xFeAf3s+nHfPI6INYKvhuQD+Y7JGnHOjRPR+sOJUh0z2jr7gENH+4GsigYlB2wGoktqXiOjxeUHzRPQCAPdPYi209Xb7vRxslcj73X09+GXz5ch/6ToFwLq88UfsXsQXgr0UjrWR3zeDXYpE9KJJyu50zl0mP5z/B1a3GAOzkyvAQUN3odOv9wcA1hPRz8E/Uk0w4/ZisNvKBzI/KO8As0G/IKKvgXWma2Bf6yeBWe3zZzCmD4N/3N4vbVicMMV4fywPpC8Ey/v9AnxT3CRjfIr080ZMzx3r++Cb4JPAqktTwjn3f/Iy80KwWfVnAAbBTPV54Be9N06y+zMpX67tDjBLfhDY3J8CEb0ePE/3gB9GX0BpRap1zrnfmu/vBM/p/xGrTG0F/8guA/u6Z18CX4zgt70AQJmI3i3f73bOfUP+PwTAJcRqMLeA2dtlYBbwMABfc879EbsOO7omS2Z8WfwQbKnZjBAka/FbACeAJRwHctbpZcJQwzm3gYj+FWwJu1DiLJaB5TtvRlDbAuAfaHXtqMLIo0xff+qc+7u0neuTLevifseiAVmcKZ9Txqjsgfgc2M/8V0T0Y/DcvAbMUlrZxTPAroj/C16fw+Ag3/MA/GUXPMTM1j1pMnwN7PLzdgC3uoyylHNuhIjOBZMWtxDRV9CZgf4c8AP/VJjWPVGs0qquNRkB8kfwS8rLMcULgeDLYJfXHZXSfBYRaabieeBMxWeBXwbe4pzLW/fb/W0FAOfc9UT0bPB1fy0RfQ9sfRwD3zufDuBYsJvupNhT7uXycnFtTv9Uxe9njgPDbVkP2NIym27OEbMFtwdkR4t/U/9hZtl3J8tU7Kb4+6apOx8sfbcGzCJdB755vBSd2XOfDb6wbwAzAQ2wBvKvwMxnXv+Wgn+c7wCbMkfAD2HvAFDJqX8xpsgECb65OgCPzszVVH8HS92jwQ8Jl8p46+AsmX8Dv2z1zeAc3QC+AWa33w3g2pztCfiB5M9yzAaAe8EPn4fm1Nf5n+zv12AGahRAV87+529n/4tz9jkCzFAPSrt/AvC4ScY/1Rq72NSbj+C7vlnGvRH8kPxCZLJmzuI1dIb05a2ztCanmsvngWNozp+kL9tbny+d5PxfC74m14Ovu4U59VbOtO1J+jdZpuLfA7hyBvPu8uYBk2TYRbh+X2q26do/faptmfOzKrOtCPYxXytzeDVYqOB90s5KqXcA2Pp6E/jBaUT+/wByssNOcZ3uaKbiGd2T8uYxO6ZM2SLwNecAvGuKcRwNFoVYLX1YB5aV/lcAc6d57rd7TwS/NDgAb9xOW/8t9U6z40Z+NtxzzHqfaaZi/ZsAX2d/lPNx4CT7XYypr7dv5uyzDPxicx3493oCTLh9I289T6Ovu+VePo3+5Z2bl0jZ0dM5L/Fv1/6RnKSIiIgHACJ6HvgH9ChnWEQi2gLg7865R++CPvwNzOCcvbOPtbeBiJ4OZj1f7pz76k4+1rFgvfFznHM/3pnH2pUgouPAD9Jnu0msCxERij3hnhixZ4GI/gr+jdqecETEbkBUGYqImAU4574DdrF6r24jzmg5AGaCdiqIJeB+DGZBIzqhAXQ7/VyAJf7eD87d8WDC+wBcEl8GIqaD3X1PjNizQERng5MUTpVkLmI3IloIIiJmGUT0UHAA4uvBLggPc85dvXt7tW+CiJ4PliJ8I4DrnXMn7OYuRUTsc4j3xIiIPR8xqDgiYvbxYoSAxbPjD99uxX+BfVZ/BA42jIiI2PWI98SIiD0c0UIQERERERERERERsQ8jWgge5Jg/f75buXLl7u5GRMRuwdU3rurYdsKBknw3LdUHAHBJAQBQpyDPX2mM8D9S5lqNsIO2UarKdxOWRZkQLSMV7rRM9rfETFv+LUhZ25Tpf7qpkBMFRpm6gA0Wc5lanf1rmto6vFa7c69sS/Z42W12DIk0mpCWde6nZTmnKFXf90W2JTnzkd2UEmzPtkWd/+aNK/FlYQcdo/aPctoKdXP6mXdKJtnftu+yle0OeXwfZark1KFMnXSTsmanSABNOSvFpb5Ntt/k29ItZmvmDH4aAyR7bWW3WWl/uV7ddMeVOXF2DU6ZgluPmXs83b9zPJ1bOvvp97Pz0ZbUQ3rC9TsQ7neFUsd+2vrVf/vbRufcgpyR7FE4hvocgXCtG5puBvR9EvGF4EGOlStX4qqrdkZS2YiIPR/l41/ese2K776C/9EfOoN2rR8AcFdxqd924HrO20NdXNbeYpKlFrmN9rIj5Xt4kWhXelNtU2PM/98oclLmgjwF1lvhx3asyQ8FfWX+QR5phAeTlvwoTzT5c6Ba8GX6UqFttsxTZ7UgDzutunSm88lZ+7eZuv22krS1daKVatu2r9ua5nhl2TYu4xo1Y+gq8bF7yvw5Zsq0rVqRy8qFcDwd30hDjxv6rvPXXeocl7ZBmboA0Mo8SdmHcj20rVOUChU5TNs8eOl5mpDzZ+dK21K9eK2T108LrZWn/qH1tX/2JUMP3cp589B+6eHq2UkAUJH5t10q6jMjdM3m5sKSvoUe64uSHsauk+yICzlvRbqpZIramT3zXjhpGnMw1QtBUh8JZcUKt5WEe4Zei9q+nUY9pPa9YiayKGeVcnKJUZOTRrfL3bnjBIDEP9iH/fUlXrtQMG+j2s9yu546BgDQ+LbU+JLxoTCGKt/vWj1MoNjzVpIx1Lp77u7o4B4GIjpsMSr6/6FuBzJN7yuILwQREREPegysPNr/P3HzXwEAxUX7AwCoGH7kE2H/V/aFW6Obwy8HNMI59pL+kJ/PFdkykMjDdEteKABgQn6v9Ye0W350AaA8wT+8+tJQNbx1RR5qx3MeuPSHvrfMn/YhMmnyD36L5DjmKbKpFgX94TdWDpfwWMeKPQCAknmwGW9mHuaanQ9X3fKkVjAP4w0Zs74erd0WEmePNki2cZ1lfeElqpR5ILQPzvrgqmO2s6PbtE6t2Pkg5R+WzDGa0n4x50FU31NsH/QlZqKtlp1Qpsd0jlL7A+bhNOfhW+eqJvNnH2D1fOsaynln8LBDyLNAKLT9trRt52PKB3Rhj1uysPJeDnV4rRw2Oc89WcelL0pNM9fhPFOqvxY6d83UnPH/ek5T43MZVt+06a1M7aaUGbuaXCO2CwXpV7HY+VKv86FbEnsckpd4NQbYa9Gz8VzYMhexjqftdF467X6KhpmPijdnSZ9KNV/WrPRx23VOHN/smuPL9J5GmRcKACDzsrSnYyVqNx+LPrQBXI9tt2A7Rpp9GVF2NCIiIiIiIiIi4kGFp9NiBwCLUcVSVNGGw9myLaIT0UIQERHxoEX9b18BAPzzz24I29Z/GwBQWLAMAODGDfNVY1N90hj121o1Zs1afUt4v6HVviwRkzsJq4h2YMKr/WxZqBeYASdn/HOFffRuCYaNVFeCmrCSLar6sm5lvqUONcZDm7KtQMw4Bmciw3YqAZvyFebjKKNt2XVlOrcpq2x+SrXesOyobj5AYFJ1237GCqD112xl14X1I4Eh3a+3nDqOZZqz7JU1oCj7rO5I6lYEAKUkzRinvM0zrHMq7kKKrBVG2Wa1nKTmSnZWpr9tTATqsjWWcZ/h43DZlnE+J33lTp7O993Mh7ahbHDKT53SVoocT6pcaJsux8RQEp/ylky8rVLSOVJLgSnMs75k+6lznONJ5a0i46bQu0TpOrFuSJnzbK1hft0ba53fL/PdmTrewmYtBG1ut0F8/WStWxZ2HRe9axKPx+W4Liqsm5Tvu5wH6xZEUubbTIqmLNyTsvDuXBW2DlojjpNthfGtfNix4E6UjGyatM09BUREi1HBoxEsuidjDv6ATSAiclFRpwPxhSAiIiIiIiIiIuJBg8dhfnsNxjGA8MI1ByXMQQkPQW8b0XWoA/GFICIi4kGPnmq41ZXnMWOUVCV41rDlriGBd3ZnCRRWJq8570BfVBjewPUntnUcs7BtPQCgqgGJPUGMw0nQYDK6RSoXO8racryKYT81SLeax/h6K0BGOQTBEqExD5b9VB/t3iKzi9tyCEVl3jePhcJEjlfLCUBVNL2Pd9imwdK1ubVUHSCw3apgY60AGqdazDmQjyHwgc52v3R9u7tn16kzEFuZbesbXi6kffmbOeemR+bKMsZa1s6w+rZ/GhA9ZuI0NFZEt1iLhm4red/yMK4s+WktEtpEoqpIZrUrk62757H7GjDcyLEi5AUF6/ypFaGdms/0vOetId3fjkH/1T7ksfPeymQCgXXNIiegVxXG2lLfsvrah0LqvBVTZV2Gztdx5AZJW6seV/L/+kBjtQCaAOCpVMu8KpH0KTECBshYCKgVvpdFHa1e7u3or7c6TIykPnP7soeBiMrzUcZTsLCj7EQM4FdYDyIqO+fqObvvs4gvBBEREREREREREQ8KnIY5Ew041FKOk4wuFLASNRyG7glEK0EK8YUgIiLiQYvf3MIs/bsON0TQyIn8WWEm3vrYtgeZ8W/dc5PfVlgm6iqLDweQ9rNNyl28n/rbbguSpMrCt6us5JGSEBSlERJVIkoxeny8Ccd1uhpbfZF64nt1o/FQ1uoWX9lsfALSyiJA2geYqswOtgpiyTCxDioJqkPuLoUfWCU21Xpg2XJlTZXB7a0ERnFQfOWVHW7ksPLKlg/XAwuq/6vvtGXuVf0nK/dotw3XW6m2geB3rwx1xcRBqFSqZU2HRDpKx5yWKeUv2+qdykXNjLqQbVPZbZWbtb7hQyL32lPufLBRK8BUPvpalMe8q7Uhz5Vaz01ufowcWdt6Zt7t8UqZg2e/A8BYDtPv1Yl0P0NK63SqvK1tM7sGLNOv112hJcy7ZbpdWvs/5aOvWv5mm867fiaGzfetSke93C8AiBqYWgXtNayxPl55yFgBbFwTALhCGVl4NSRzT9M4IyeWzpQcshyvrLlWcqwOuq3dNRDKbAzSHgYiGpiLEs7G4knrHIM+/Bj3g4j6nXNDk1bcxxBfCCIiIiIiIiIiIvZ6HIu+LQMooTSFiGYJCY5GL7aiOYhoJfCILwQREREPWkyoE/q2wIg39z8eQGDTRlvh92BiHjN68xuhfuvmywAAhT72Rx0qDviyXo0F0IQ+hnEc7+aYAc+kGod4ZbfbXtO9x5epD3pVWLihQl84nvgpq356qxgUiDRRVI1ER93ECXjmUFhMV+1kCfPUarKwbD5lmPq8rMnK+FqGfK4kU1O2vb8S2O9mRqXGqvgUJQ1x8CnvjD3wuvamD8poq+97nl+37m9zDuQpHSkRrfWMh7dXF8qOhY+t2vG6f2ff1QJi1Zrm1tKWgbwkW1ktf3sc3++kk0HPLcvkE7AzpfPuWjmWiUyjNjEZZeYsnbBNzs0UVo68Q2hffDzEVBaQ1DZtTONszHpWlS4932Y+u4Rdt5Y8GhPGXtNjJ52PUy5nm09eqH7/5Zz9tE4zWBbaEuPg8wlYdaJsm8YiQXrt58UliCUikTwE7XK4D7kyWxXV2tC2ykylcN/Zk0BEKxagjJMwsN26h6EHP2IrwXLn3L07v3d7PuILQURERERERERExF6NQ9C96mB0I5kG6Z+AcCL6cSdG70G0EgCILwQREREPYpx1JPuRTmwLjJb6525p8e3PujQrS1uuzffbeo5/MoCgwz1QX+vLViVsNVjYzbEAVcPYq+hIQdjSDaPBr1d90CfET71urAfK+Cpzbn36R6QJZc7HDKNdyLCfLkdrXS0KVn5fj6d9GU+pwEj2XKeMfdjP67yrr7ahpbPxAVYZyPt/yzbLq3vffPluFXe0Lwl1MuKKSkEVfsI21eKvFjtjFsreH56/1401QK0bltFWZr9S7GS2ta95x9ExT5VBWC0nqbwH8m9gxDsVgRRJTixAJj0AgKkViBR5T0dJTlu+zcx+KRWlzBh6cqwHOseW6e/MfhzKpsrYrHOkylF2mficBN5X3/j2q/+8qvAUg48+Sb4RG5fj2Xi5zlLWAGXjc9WMJn/s6sgZkJiFrDEOJVU9MzEEapn0JpNiR5nzuUuMhUDjA8QykLI6yDzofc/mPEnFPO0hIKLj90MVyzF968X+qOE6bAMRHeucu3aaxzkUwIsAPAHAQQCqAO4A8H0An3bOjWTqHwbgYwAeDQ4DuxrAe51zF+W0nQB4M4BXA1gJYAOA7wF4T7bdnYE9WzsqIiIiIiIiIiIiYhIQEe2H6tUnYw5oBmQ/gXAyBrAfqtfM4HAvB/BW8EvABwD8E4BbAHwQwGVE5BUciOggAJcBOBXAv0vdHgC/IaLH5bT9KQCfBHAjgDeCXzLeBOBn8rKwUxEtBBEREQ96tI3Pq8++O8wMmGVkVa1mo9HbXzWhGvLsd28zpi4Wl1tl6u8bDffsJT1pxtgyulo/h+T2yjJrtjGbuawvsHbKvG6Wsv1MmTbvwIxl0zKqysCGSh7K3KplwCq9NDI+/fUcdj2rJQ8EH/Y5wnqPm860vGJL+hi8TeISXKcuvc6LqgRVTaFmPy6XOidUGfF6Z3qG1HiyY1D/dtvkPPHpn8jRxlerjVpcCqmcAWm/e8uEVwrp/Syn7PNOSJ10Bmak+tDOWUvaVqdGUWcdwK4h2S+nzTwjR1YRKGWFyGQjttC4ghq1OhpvF3ltjzU6Wfa8rNOK7HFSmYqVsVd//Anjay++9arm48zzl+YGyVX2yXtOUyuDMvU5dbI5B2w9rzZkLAYaV6AKY34MOX2wlol2VZTMWp2S+644OZuu6kdtiTdKWRamsHLsDjwZC9u3YwTz0Xl+tocFqKCKBGfSIvcLt246bxM/APCRjDrRF4joNgDvAvAKAJ+T7R8BMADgoc65awCAiL4O4AYAnyeiwzVjMhEdBX4J+KFz7pnaMBHdBeAzAJ4H4IIZD3AGiBaCiIiIiIiIiIiIvQ5EVLgKg3jYNAKJJ8NJmIMrMQgimurdGQDgnLtqEqnS78rn0dKvbgBnAbhYXwZk/2EAXwJwKICHmf2fD363/nSm3f8BMAp2U9qp2LNe8yIiIiJmAdtG2cf1jI/9AQDw1dec4ssWdzPzqNaALePBR3/9SKe+9roRZtYmmlxWMj7QXaLLP64KP0YhJvhci++0cWxXxt7HLKT8xtN+7ZtGQ5+UdK5m2GgAKAnX2xSep+QCu1hvp2/1ViFGu5yn769WDWXxrc98nh59dgzalm1TmXTNR2D7orEU2vaIscb0ldOZfNs5mWSpQ18ntJX3S6/qRxrjUDYcmVdtKoY9NTeBnq88OjGPCW+005aBrpI9Tjo+wFlLi/w7jk4lp3rG+d/Gafj4B9lkYw/UUqJltpVsm6nMtfo5RQyBrv9sfAMA1CQpbN11xraMSc6NGgKbr5ly9Xqz3K+27i0u1gog2cZzzW9eQUi+WrWtpuj0ix+9kxwjQPCtp/rkbtwaZwAA0DaEqU/lAVGFozwLgVgEfM8NE++tE2IZsLEIaoBLfPyEjT1IXxOuFMZFTc1RkGN1yCoXmTEkOZnZdxcejbnNQTTR+wAeZ3tRxBJUcSR6m9jxAOP95FOT0RwDoALg8py6f5bPhwG4wvzfNt8BAM65cSK6BumXh52CaCGIiIiIiIiIiIjY63ADhnE8+h9wOyegDzdgx150xLLwHgBNBLeepfK5OmcX3bbMbFsKYKNzbmKS+vOJaOY+UTNAtBBEREQ86PDGH3Om4Z4BZr7Ofv+Fvuy0R6wAABy4gAMALMN99yZmAB9xyAK/7fD57D+8dZxZyPUjwRdX9z16Ibe1qDvcUsuSDXW4xffwrSbrrrLIvRnW22JeF7N11kKg+ykzunUitKnMezdx/yyDqJSXEsCWCVbWW/2+Lbur+3nm18yVsknq526ZcY1V0HFZ9loz+arFpJBS6hErR45FIjtH1v+/lXGWtzr42kRWu57HLGWalTil4pPuLxCY/Tylnaxaj/2aNRqUUspFGk+SPrfptjvjO3TMWmZ97asSu6GZl21+hWzzdix67GzsCGAsLTlqQxoHodOXZ0XwOTNcZ5tDYi2qlczaE9a/KPE/9ZT6FaWaSvnQF3nda2bwQtvGEEyeYVcz+JJmGDcqXd4CYWIIvJ+/sOw2TsBJFmLPqlsLhq+UZyGQ/328QGcuEScsvj2nCjntqVwDXjlILBOUE7OQjG7p7ItaC9SiYRSIbL6CPQGVWeC2K3LzIKJXAXiVKfqic+6L29n90wBOAfAvzrlbZJuaYvIe8MczdfT/vLrZ+p3BILOE+EIQERERERERERGx14EwtQztjNpygDz8b+8FIOxD9G8A3gB+cfiIKZLMdej0kYPXRh0120YBLJzkMHn1Zx3xhSAiIuJBgePf9auObV9/w2kAgEtWbfbbvn/Z3QAC+3naISHnwPK5TNgs6wvqGzdvZKvBiUvZLH3jhmFfVhUGVuMRUiI3wrCVvV9vKLpry7jsx7fg/qrx3RXWs7/CbS7oCmVZhr9kHONLmg034d8f9cEGjL+/7NfMobiVG7QMtfZFmfNRk2xA29Q6Ng9B3Sv7CNNvjqM/3mo1sFl7Cxm/7+EUO0+p404YyfaakJfa0qhhy5VB7y3zZNkcBVtEuUgTGRXMfOp+LcNMj0i7qp5kp1HXQLXNJN94YtjdDu3/TpZcR27XSfD973zi0ZwQKojlTJVxr4LE/c2L89C27cNUyBQtfbP5I7Qs02+7nx7F9nbCx3d0KjPpfgsq/DncDiulu5heX1VniFEZc6vAc2zzAygrr6cyz3qQytYr8BYFOWBidPfV9OFSPv2y6NSnX5SIUvW8WtDklomUYk9b4x+kz2Y/tRb4LOdmHrNWn1Q+gYwCUcpyOMH3Mq9AZC0Erpiqn7I67GEqQ9n7xg4jT7ZqChDR+wC8G8BXAbwmU7xGPpehE7rNuhOtAXAkEVVy3IaWgd2Jdpp1AIgxBBERERERERERERHTBhG9F8B7AXwdwHku+9YPXAd2ATo1Z3dVubjKbLsS/Ex+UuY4VQDHZeruFOxZr3kRERF7PYZGWOGnv7u2nZqzi62bgjX1I6/je/B9Q8zyHbkg+Lx+4OyjAQCjDWbfLGOpjL9l3PqrfJtcvY3barQDi7ZxlH2Db9/MZUctCGPuJskCKt8XdoXbrfrkKwNuf0raGZrK+uarDr0SYjWrXKSMr7B+1v84meBzUigJi2nVgtQnXNycJ6wVIGPdsEpJ6p+ujKX9PdRamjPA5m4YFouAsuxpi4Sq6fA2Zd1tPzWWwPqU68xO5MRieOuGsPtGCMr75GsfbJsiKpU6H9kMzPa8aZ6EpMrz3soGFZhxNUxZlrxPqf4006pGdq7CHKXHZ5Gn4a/71dTfPCduopB0nlNtSecsN45CGqiYNVv2ORS4BctC6qE3N3hrbznst0XiY+aWcrL9ii9/UKUyzL2y8jnZgl0mu7DV5i9IzA9pHgKr0b99NcrUYtBj+i15gSvK3FtWXmMHVKXIxixMg70OVg7TZiZ+Qa0CQMhzoMdJZUrOKB5ZS0tSD23sbsyqy9B06xG9B8D7AHwDwMuc60xJ7ZwbJqKfAXiGzYRMRD0AzgNwG9KKQt8F8C8A3gLgj2b7K8GxA9+a0WB2APGFICIiIiIiIiIiYq/ErLkMTQNE9HoA7wdwD4ALAbyA0sdf55z7rfz/TgCPBfB/RPQpAFvBD/jLAJxprQrOueuI6PMA3kBEPwTwSwBHgDMVX4KdnJQMiC8EEREROwmDw4GxV+Z1YX/3ZNV3GCvP43wwT33yEX7bkh5mAHsrzOz1VQLDN9ZIU232Xq6+3XXDNPdXmK0ri0/z/K7gn/vj6+4HANwucQW9lcW+bFkvs25NsSh0lTrZ7kpOPoFKIko28j2H5PU/gGWTa2CsLX7tYgUoNcc69itKq/V2J9PcXxHFF+O9qv3aPMbsd1pjX3T6ZVyETqbZxzrYXAPJ5FSnMu/6A2uzGGuX1WpgrQ5qNcgy+NwWUmWpTMVZ3X1TVpOYhTFDsFZFvcjHTRjaVmNFdK7scfpl/ek0GB7Wb/NMbE5/tO+WlddtU6knhflAB3ToZMcg9XU+7X6FjINxHiubVXQCQmxLLcf6ppYStczZ8zagcRqq/mIZeGH2uxq8xq3/fpb1bufwvn6uUqpBEicgcQmpOA+1lJmzo+0mMjGpTMDi+580J89bkAu1arRknRnLR1tsK37ec6x8iaooGauAV0FSJDZHgVop1BxmVmaSiSEwZe2SFcfZvdgNFgLNB7A/gK/llF8C4LcA4Jy7nYgeDuCjAN4BDqe6GsCTnHMX5uz7FgCrwCpHZwLYCOCzAN6TZ4WYbcQXgoiIiIiIiIiIiIjtwDn3UgAvnUH9mwA8fZp1WwA+IX+7HPGFICIiYlZQ38JseVV8b9ul4INbLTCztmkbWw2sL3TlUraEDl1zDQBg0T9/dlrHe+i//hoAsGD5HADAWCMocqiff7XIbL5Vq8nCskJKCo7mtNUYFbUaY214wuGsErdxlNnBP92zxZc9/qB5AIDuYoZahVGBaacVcABg8zgzcfUW92yBiT1QJkxZ1zHD9Cubqxl8iyazKI0P8aewfN2GJRwWy4IyjtYKoBbtsmd5Q5lVRuK+GSuA+HYnXlt/8tgDyzxrv3Qs3caqos1vm+jM7qzTp+evaPqpS00Z3zJ1Mqtez96MRy1JJlFxisEGgKrNMJ3JiGz96NW/X60befr+2T4B8Hl7vcLPNFVQdIjhOrMWk7S1waou6XF005iJJ0lkrRVK6bgS25YeZTwnlqM7URY6tFnSbLjCUFfMOlF1Ir/mW8F0lYxv5f52z5NBdWbmVVWcgs2+qzEEEhNg0nggoU71HoVXSDLb/HnSeAFjbVBrgc9DYNSCfExDxpKRPqBaHQLTX1KrWVKW/ubsJmPusAoAft5TeQiypLO1SEjftQ8pZaGdT1ZPG0Sz5zK0Cz2P9kjEF4KIiIiIiIiIiIi9ErPlMrSvI74QREREzBjNtbcBANoV47vbEHZqgv1m2wNGftkpq9up19/atBYA0Hfk4ZMe7+5N7KP/y9s2+m2nHseZ4f8m2wZHgw/vom72A1Y/c8v4DwkDn3imNFCCXSLsb/3TVWWoq6szQ6jmCtgsjuan7jfHl/UJba0/VjZOwCsCSaFladXfXBVirHqMsuK6/4hhcFVhR1l8ys2OKkyn0SkfE0F/z16b+dBcAQXpu+UFdTh5TGVN5LJVi9/W0f7p8QbHw7lpZepM2Oy00ojGXYzlZGrVebGKLFnWz7Lsugb0HOX5zFv2MatKlMeSq3WkZaw3ahXRc2r7oPx1nv+9+t373A054+hUO+yEtUJQZpsdg7Yf4i1Coc81IMcbaXb2U+el28jgK9qqnGPnXywDTbFJJLBzLf0U+at6IahmUTdnEi+Jbn8qr0BWd9+w2aQ5AzRHSE6ehXLO06WPX7BtCeOe52PvWX+vdGRlxDKWAZszwGcvlrkudE6krg+rMEbZNdDuvDZSCkJ+o7YhYzHKZN6SkEebT0d1aReBYwhmyUIwK63svYh5CCIiIiIiIiIiIiL2YUQLQURExIyhvrjJ+LawTRgvJ1aDwtigL2tX+wEARWFyyGQBrRx6PABg4ta/AQDGfvoZX1Y7600AgOVDNwMAnnZosCL0V/j2tXaIlUZOWBHYeWV3t0nsgOYLAICGMLgVcQ6v5vj4lwxL2O2ZflHhMcy0Whc2iXVi/UhgKlWd6NjFvQCAucbnvpBhmruaQde7Jr67zVansowq2FSKnfkLsqxuKquqzL+SutaHvUPjPqXFLwo28t3q/A9LnoV5VV0Lg6Ezyi5WmHGsNILayoSoIKmlxRKy41M4yQ83tD7JGMzhZLcx8dWeX7PqLGnYset/ahmw7LxOR9oKoOU6153tao0Ru07ks5qda4S51W32fOscaZm1MvXIutQuJ6bvugbGMlYjCz//pi+aHVjZ5KQUGGq1mnlVJDN41zEvnVYV7bu1DipTr1eGPTeqiKXruJBSseJ6Y+D+1Qo5JiGNF8jJquszBxtrgk6R3pssO68WjKKp7/MdtDqTx3o2Xv3vDfPurw2NbbDZiOWYgZ3vvDdV/TnKyX6cqCJTZ5xA7jxkLBKpq2Uqy1Oy51gIgMhszxbiC0FERERERERERMReBwLNosvQvu00FF8IIiIipsS9736F/3/BI04GALSHNgEA6kPBQtDz1JcAAGiMGbN2tdeXJWOivqMZMeshR0EywP7ATvxem4ObfdmGT72V2z7kYD7+ow/2ZY9YMQAAOOMAtgwsvP9qX3bZCKuPrBpk64HNAaBKMV05935lQa2FQH9slGW1KkPbJDutWgFu3hiY8N/dvB4AcPGtGwAAJx0w15c9+RDu3xyJQUi2BHWiVj9bCCo5lotygY+d53+v41L9dsvvKTtbFp9rJEHZRDlBZeBLeUEBmXa4L6J6IpsqNpOpWI68zpEp89YCYVGLlX5fVpQcBRo7YBl7/V/rWHUitVwo220tDcrK63zamAxVn1IlKWt1mFvrnMdCB1Nv1Iy0jqyXnkrooPZd+9VtaHJtKc84on1WBt4y7xpDoV2x+2sWYj2XNjZC++6bMud0VIjtLplcG1+jY5/IZE/m9tPxCCXDNDdceh1bZR9Vh/Lr0+TVyDLwbbNm6xnLVcPEF2hciOYMcGbO1AKhTH+uX30eO+8yZXbfHBY/xBV0sviqPOTzGDhzDcsqIrXAmvWl50LXPeXFCahFwvSJMqpLeYpMAaZM5y0vnqGwZz06xqDi2UG0tERERERERERERETsw9izXvMiIiL2OJChYkduZ3Wh1rhkCl0yz5e1VRM8o7MNIKVvDQDtWmCFk01382eZ8xYM373alzVGxJ93hHXHi4P3+rKF89laQJKtdHDZQ33Z2rsGuX9iGRiuBxZuYTczjcqobjOpaJVpWjscYgEOncuMnjLwPSZngMYfqMrKAQMh98L+wvQv7WX2csT0QX3cy2uvB5CeD/U77i1xnU3jnSpDidRRiwEAzC1pXIGwp1Z5RRjUEccsX8vEAujZ1bbHc5R9VB3H+qJvGuPzq7ERZZP3oJWjvKLw7KXUV6UYIMShqIKKZfOVFR7zsQehL71liStw6bpAyGWgLLRlE1V9qip1GsZEoC0UchhmZd6tOpSeXmVyG0ZlSFvV/a1Of19Fj63js+o9SKFq5j+r9W9zJDTqOta0dQsAJjKKUbUcS5T69heNhUD/02vKzrFXaVLLjmG21aCW55EerA3c5tZmWM86txXxvy8Z1SxdXzlhLz4zuFpX0iy9zLXULxrWO8n4+9vpLfj4DuM7L9eeD1mwx8nECbSNKo/GP4znrGOdJR2XtYL5vBE6D5bdz1gpUted9CvEC5g1no0rsLEBmfpWtcwlew6XHPMQzB7iC0FERERERERERMReB5Ydnb229mXEF4KIiIgpMffIA/3/TtkmYfPv/1Pw2195yp0AgPGlxwAACiZbZmHbOgBAq3cRbzBsWnuA8wm061y/Oi+w5b2HHwoAKK9kdSGfmRSBwasNsUXhJ+vCfvO7mGnWnAPWL16Zw9VbmUG3ftI1yUOwsDv4JCvzWm+rYktgx2oZH2+bv2BRD/dhWS+zkJcd9Uhf9r/DzIpfuomtG5/986d9GR10ovwjORsSo3YifVgjpHqPSXJKY0MAgEQsA85YHTQ7r/rvu2KwZGwlySztde1Dm+tHNWtyJ7+ryjfKaPcZurxd6uK+ZHTmAaA8wf2kCR5Eo2dhGINLxw7YuS6LkoxVolGE7nWq6vi4EOnvkHFiV8uAttlnlKDKObEUykRqC/UcZZ9sZmTbfi2HXR8RK4jGOqS08f056RyzHketN7ZNv97lYyLn/HllpmanBaolsRU2U3SlwUpYyqC3DLucVViy56iVo5Ck0E0iGJaygOh/2lbdPK6EvAzKxId+Nt3kj3UaX5DNOM39LEmf0vEogGH/DYPe8hYnadOscR9D4TTOIxxPD61r1PbExzgkaYsXENZAW7KvJ8YCSBMcs0MtsQzkZEbW8+as/382DsHMo7blijnWvpy4id2J2bIQ7OvYs85qRERERERERERERMQuRbQQRERETInhe+/3/3cvY0UgKjE1vfiUh/gyN8HKQcp49hmGTeMLklFW02n1BlZYUT3yJABAY/Udflv5YLY2qBXBonDh/3Bbj3oe778x+KJvkbgAZYfn1EodZbrtXsljAAQf8jMPne+3qRKNKn5YprMp/F5geQPHst+PPwIAePvrvgMAeM+/PdmXzX/s4wAAz1/Olo/mjX/2Zbe/+dWpcR76X1/z/zthB1ui7z80EZjAsRrPca0hbOFEyG3gagM8Bs0bQUENaUD8qLfWOs+JZk3eKg7yTeMmrexxrygeFUZCFmnPo6pFycZIeGa5U7/d+/knnUyussI+W7NdXy69v0XWutFlFH50+pRRn2MUpMZzlI6qmUzR1ohQ8JaBdJtAsHSo1cAS/srwO6cKM6FM1ZN0W5LD9OflGhhvpZnmPEZct1lLRqIZg2Ua0u7t4kte57VTNVYmVfnJs0SoEpfGHqQzRfOnj80wx1MLoJ5nl5OjIJG+tMshY7pXENKYAGPJaGcsLTbDbyIMeIsmfyyyu+t06z2mmhhrkcxVXZSRxnKyjRfJpepyfT62tmTXkM5bfv4B6XOz85pqa2xPnt+/bstTSiqK+VEtBaWqKat21N9diC5Ds4f4QhAREREREREREbFXIroMzQ7iC0FEREQuLn0E+7wfeOYxfluhn1nokTs5XsAZH9R28w8AgP6FrP7T7A4se1GUgFyJmUTrb0s9Uu8gzidQWHlcaFOzhioDZpisjVdcy305+aUAgLs2D/qynirX3yy++v3VcKsrCSumrNK8ruCI/5SDuQ9W+aYovsWq+W9/epSdXS5xAlveF9j9+sIBAMB/DnGcRcoHV5g8GuF8DltOep4vOvREsSTc9CcAQPvS74e+H3g0972HcxrMr4RcD60KW2+ULS2YbNAk8Rw+Y6qZR43LKMiptGybjs+r1VQ6We+eJitAtat9vqywdS0fT/pi806o+pHPaG1iTbqUpS32cB2r9NLi/QbEAoKiDaCQ8YiOfd3kNlCrwYhIy1g/9URY2koxHRtgx6x1gBBHoqENeX775SnoSp11m6lYx6gEuGWTSz5Oo9MCpfBZe62wDNKa9WN1q1yUSD8hnyb7rvfpTysz8cH5/Cqrruw8ABS9fzr31/LUPZkM2k0Ts6Db1LJQNOdGLQPKiJestn5D1lBuFmJhtKW+VQtSy0JB1bnMAlO1sqKMM5U1OYdB1+MUVVHLZCzW62zruMZ3hDGPSwbySpfsVw+xAMUy30d8FmmzlnTNOLG/Tdj8DmKxrcpxyWSQ99B7tbEUKNNPOcpwPpu8jL1dCNdbbv6GiL0e8YUgIiIiIiIiIiJirwPLjs5eW/sy9toXAiJaBWDFJMULnHMbTd2XAvjqJHU/75x7Q0775wJ4K4DDAWwF8DMA73TObcipuxTARwE8GUAPgBsAfMw59/1s3Z3ddkTEbKHSx4zQwBEHd5SV+5jdrW8NLKETFqz1558AAAqnvyiUGR9fAKgN3ef/b/UsSDdu2DhXZrUal6Nrv/S8NwIAvnbvILdjGL3Vm5ntO3QRM82PP3COL7t2Hfe5SxSFlvQGRSG1Aow1Qx/GxRdZmdXr1ocxrxxg/1z67ocBAPu/4W2+bGIRxwc49Qi27JuOvY9VlzTzMAAUNvBtoHHC07iuURNxwrz77zI/QMgAW1AfapvrQRSIGr2LAQBF4++vCkA1x8fpcoHp7KqxBULnpd+o8CiD7hKeg+KmVWF8agUQJteeN2VuW8JmFsbWhTJhIVslXi9Wk985XgO9YlGy7LXOpyoY6ScAlIX97JH4lbZVquoaABD8wK2HeVPWs1UbUkZbSfUkla1X+8mf1gqQzYFgiX6NywiWC5PxWevrnJkOBktE0nG84JvPn1YtSB96un02YnRAm7ZFOi49Soqd1/gCqPVhcoWmgumLWgE038TWemDS1UpREUa7bWxzRbUC6H3BXCMtUbhSy0kq+7HmL7A5OhSaHVjXrsl+TG2+BxRycg0US533prYod+lQmyYnhc6jWpc0zwKQr6CVRT0ntsW3LdbMSk+wzqqFRWMqrCXD76f3DGsJyVpFzPe26fOegJipeHaw174QCG4G8KGc7Tn2MgDAhwHclNl2S7YSEb0VwCcBXALgzQD2A/APAE4lopOccyOm7lwAfwKwUPa5D8ALAHyPiF7unPvqrmo7IiIiIiIiImJfAQcVz1JisllpZe/F3v5CsM45980Z1P+tc+7iqSoQ0XwAHwRwJYDHOsdC2kR0JYCfgh/iP2x2eQeAAwCc5Zz7mdT9MoDLAXyciL7vnBve2W1HRMw2CuJkXN+0yW8bvo/Z626ToTiL4sOeAiCt6EF1fkcvDLFiUXN+yG3QFvWKRPzMncl4G7IeM8tVGFzji+7qPggAcOVVHM9gfaE/+ES2anTffwMAYGM7MGbL+/h46gduWei1w8yiDVQ7b41X3Mes87NWGIZzzVUAgL98neMnjn/hu31ZkqcGosMSJtyJwo9VV9k0wH3vUpUVo+6hzGhz7kre37B2NZ9jQPy5DYM7UuPx19rKEoasoxovQY1R+TQWiTJbCFS1pscwmGUSf39hUhMTQ6CxIsUtbAlyY4GjcXNYMSoRn+28jNblUV5zGxCsHIt7eK5UtaYvCEf5TLAtUVMqjG4OhV51ho+TjIT1XJH1WBJLgbW4dFfZSjHa6mTeda1Z9R7lTJXttlmM9YGlntGuB4CCWAaU8W3mKCupZaJmEsmqRUItAzY2IuRx6FRkqoLnoSFqOrZM91Nfe5thtyBrp63ZfU2WX11PGktgUj34NjUWw1oy6jKIigy0aa4DjZ/QtAJtMy8+FkbvMUapx2cOziHbHWk8g5wcc43qtaixBKWxIWRhNfy9Tn+O/30i/vd9Ze5nr4m90RiRioa92DmWz7JcyxpLA9i8B/zdWn0UGquQXkPcapKXkVrHrPkSDPNPev+QOm1zviMenNjr8xAQUZGI+rZf09fvJaLyFFXOBtAF4LP6wA4A8kB+J4AXZeq/AMAd+sAudVsAPgtgLoCn7KK2IyIiIiIiIiL2Gajs6Gz8RQvB3o2TAYwCKBHREICfgH3x10xS/6cAegE4IroOwH/kWBgeJp+X5+z/ZwDPJ6Ie59wwES0BsAzAtyapq+19bxe0HRExK7jrH18MAOg/gFllZxQy5hzJrHxrjNnkUm9gVElUX9pWc16gMQQtySeQ3HhxKDz6sbyfsLOJYa+9L7ow6i+4OPi/Xn3lhQCAz73p4QCAMxaFJtsXn8//SB4Dy0oOiB+8+sUPjofj9UrK1N/cEXzsv33JXQCAVzyOmfsvHvBYX9YvLN2Zd/2V+2lYyQnxGw6KLcayUEqzbamso8RlZbGqOKPu4eMtvM+2GbNaVnLUVdT138kt3xm2ryFa6YWuSkdfymI96Cvzfl2toBakbRTrksG23GnZ0bWQGAYXW/j2TBKfkIoZafK5aCzkWIeldj+xIPV7J/YwhoKws8pwjlVCzIgysV6r3cZy1JkNVlY4GTGWBcmV0dUV2gpqRi1p2/Tds/6dCj1+/anefi4Vx3W6TGFOsmQPne2GMPAl40jdLVmdybP6gfnVWAy1UuRZJPJ06etqUdBYgjzlHfFPdwjnxlougLSfvB5bx1kxLHbiVW7EgmJ4vIKq6SjDn9MXPaxV3ElElctbz2yOApl/ZentdResTEZJSHMGZJh0W1+vwYpkUweAbvHv9+ehHvKgaFttayXVMvnU823ntSDWvarsZy00uqduKhtVL7W0DIsVzJ6bflFiGpd7Rm1s0JdtoqButvtBsyg7um+/EuzNLwQ3APgSOI6gCOB0AOcBeKz44tuXglEAFwC4CMB6sBvO6wF8g4gOcs6939TVDEir0YnV4BWzFMCt06gL8EP9rmjbg4heBeBVALD//vvnVYmIiIiIiIiI2KsRVYZmD7v1hYCIBgC8ZQa7fMY5txkAnHNnZsq+Q0R/ADPq7wfwSi1wzn0PGSadiP4bwFUA3k1EX3POrZIipTxzZAgwnqkzk7o7u20P59wXAXwRAE488cTtyxZERBgsecxpAIDmFo4XsBYCRaGbfVupEpgsNyG+t+tv5f3nrQxlwlzpZ7LskFCm7Juwfa0kMG2JqO84SZ367ice5suWPZM1+ftXMztP6wNLuOWRLwEAbBR/3YJR5Ngwygzx6q18GdksxrdvYqbt5jWBVXzmw1nMbNkLzgYArHj2Eb7soA99CgBw2wi3eWBf8AeuZvzMrZUim2200hOsKqq5ND4mCiyG6u+WZAHqt18cC4w2ic64E1a+aNjPbY00E2v5PW+JyGElff+EuXUwPsYTvJ9mP271LjJlEtok51ZzDgBAYylnty6v5fgOGwfRUnUU3c/0IRgGZA1NmLgE3Sasci1HE75Z5jWr+Qy4THTYhWGFyevg/eIHgyKWKhR5C0uOKosqApUN069M+EC5k8lWPf9WRa4pa2YSC4muf2s907KS+LW3rQqM8tzC8qYsSfKtLspKxRwzhFrmxhFY8pqMJ8nJAJx9kirmxCVkjCSpevqZspRl8gkY933PZOsmq0DUyKjvVM059XET1MmI62or+Hk08QUal5OjrhPUvcI2jUvS+IKq67yHamxKrdLTUeaVgcx9opgUUnXGTT6HmlhXdTzOrCGNNfEZn20+AbGMdcu4GiYOa7jFa3xMspSXJc4GAGrNzvFE7P3Y3RaCAQDvnUH9bwLYPFmhc+4CIvoQgOzLQl7dCSL6OIDzATwB8gANtiYAHCM2ltmtmqlj62aRrbuz246IiIiIiIiI2KcQMxXPDnbrC4Gw8rN9JlcBePgM6gLAfLNNXY2WAbg9U38ZmEZYk1M3C91mXX52ZtsRETuMW171DP9/scYM0pLTjgUAbLz+Vl82/7hDAQBOMu22x00G2iTDBhvGckx8ivvW3wgAaK4Oyz8RH+2JKn+WXKc6jyrLLO42yibf/AD3bxszrHc8532hzc3MFM/v4vqJYQLXj3DfS8KGbRwNrOuN65h17jUqQy85bgkA4PKf/Io3zA1M+ruuuBcA8KKHcuZgq8qiKkubx6TvVaOSouxqDnMYKnFZrRTapHFmTbcKazfXVFfVnpZYCJz5kZwQsXtlecdqQSVK2cSuppxL42M/Vua2lOEeRuhLj+i9KzM9Ytjkekn87uWzZnzDa+OcD0AtSJZpVlbY+6KbMrUCaJ22yW2hDLr6tdsYCZ2Xgmb0Nb7oZenXmPS9JzFrTzPxNq20D68rVcRKnT9p3/ugG6tIURW0dDw2y7JcSwVty8ZUqDb+VJlh5ZwWbJ2MT71ViFGLlVp9rEVC14wj5qFq1GnV0rZSmXwzeUJs2IBmLx6SmB2rapS1TqTOtzLZqvdv8khr7gz/mWPFVMvEmNFOqUoAhPZ83FjfvE++1+3v1Ou30HwHem3ZvAD671yRhWqbtaDWvbpcwzCZqXU6ak7uScYqQE2eW105Y+0wVxoPpfEndl61L5obQvOGAOF8aeb4St0otovCWFmsTJtGw/oq7kHC/xpUPFtt7cvY61WGcnAwgHXbrcVQvwVb/0r5PDWn/skAblGpT+fcWvBD+Sk5dXXbVbuo7YiIiIiIiIiIfQaah2A2/vb1F4Ld7TK0QyCiuRpLkNn+enCir/+X2T7PObcps60fwNsB1AH8xhT9BMBnALyBiC4wuQKeBuAgAP+aOey3AfwjET3N5AooAHgjgEEAv9xFbUc8iNC89v/8/yQMTXtEfLZ7B3xZ4cjTZ+V4XQvndGxbf/XNAIBSV9DBb02wj28i2Tm33HS3L+tZxt7vpRq3lRgd7x7HrHDjHs4DWDBj2Fri/5XFL5PRFBef4ppkrrWsZPc5HCb0843M1N0lGYsB4ND57Jc7JIz60ERgt6rCjN4zxMyxZjW2sMd52894Hi76P/Z5718YePmeAZ6bFz10Px6XUfBIhElV1q5u2NYxyciqI+0bC/spg1trcr+s4ogyqN3KuDujktLVeQ4Vi0fvTtUZljkHgtUA49yHwrb1vqy8hOupdr1lcAtbhEcRNronLBPc3eiW8fFY+sqG6ZQ8B+2a5J+QDMIAsKXG6kIkCk09Odrpo21uyzLNFWG51R/f+kn7GAWvQR/22zzG49L8AOPGh3qu5DSwfvspv3lzPAAgtRpoRtgJk8Vb8jKoqpGzFoJCxlpkmX6JcfB5K/IyxGqcgbWKyHWjClJN4/NdFTq1kZMVV60FXqHHWA/U+qU++tZPvSmPUlWrzKNDSNLzbo+b7YK1JBVVSUtZ7CS0rRYrJdfzlJJ8TgVDH1MmdsAaKHwTwsrnqQzZWIkxmVNviTDWhkG57+i1P4SgjD68lS0PvXJNZEIDuC+Se8Teh0pyDZLcV/tNzgyNFVElpjyFK7XwOGt1kG1liZdoVkI/9dwPaxyWmaz+Sk6nI/Z67JUvBADOJaJXAPg12O1HVYbOBnAHOuMSriOiSwBcB1YZWgng5QCWAHibc85HjTnnNhDRvwL4OIALiejbYBedt4EVjT6dafujAJ4N4AIi+iSY1X8+WBL0POfctl3RdkRERERERETEvoYkxhDMCvbWF4IrATwGwHPBohwE4C4AHwPwUefcYKb+t8EvDE8A0AdgCMAVAF7mnPtNpi6cc58gok0A3gpm9LeCVYrekc0M7JzbREQPBz+8vx5AD4AbATzPOffdXdl2xN4PtQyoVQAAXEMYx/2P4k/DqNYvZfEstR5QOdC02oZua48FxrJy+gsBAGM//zwAYN5DDg6dKDLTuPYP7JE259Dlvqg0f1GqrTlHrAhlT3sDH298K9epGi0bYfsm7mILQdcTnu+LupOMulCzU+u7LGz5eCGw5c0BDqVprJ9UZwBd4n9vNdqV4VT2bW5PYAL7qtyH8WbwJb/oKuYLznvhSQCAX10ZVGfGJR7hi5czA//xJx8UyoTl1myxlgytZJhvy5oq8+gKzABarXuItUAEhTBc6FQo6R0Rhl8YbgBo9fNckVgwugrheGqFgRynsSgoOXm1E/HDt9rzmmNgtMSsYs/gXb7sQMcKVY15nJF6zUhg2XuqrO+vE9LfHeIZChmjvWU69XypT3TVqjY10lmurVKVb1s0+StmOutyHsquk+XV4w23jHJURimnVA7zrz+mLi+jq8xbq4utSwW5RgB4LXyva2+sAA3NVp3DruvwVX3GihNpPoaWTJZld1WRh5CeTz6ODqIznkGfuXxTOQ9hPgbBtKnzqD7sdROmoVYGrd9ypk09tlgG8nz0mzlWjnpGZcgGnGrfC7LWrVKPzwotFqxUPIPMp1X8Gssw5+OtMLB1cl/QB9Vuoy6l4Q6bxDo10Qpl82pFqeOkzIxZ+lNVNSoT45BsY2tdRa5Jm4dD4XO6GMtCSyxQPgu1OXGbJPZpUY3HMGIydhcmUo8quxcEUAwimBXslS8EzrlLAZw1g/pv24FjnA9WIJpO3dUAXrwntB0RERERERERsS+AiJDM0gsB7eOWhr3yhSAi4sGG+uX/y/+oksdQCHlJ+oVBvZ319tEVmPeki9lZtRC4cePTLH76LWnLxh744wkbT93Bd1T7sPSMk7nNRmB3fRyD9Kl67CN8WfOG36ePd8rZoS9ynK4n8but97cGUNh6P28T/3brM6+sFqmftGGwJoStmyt5BA6fH5Q8DhxgVnH1MPd9zCh5qIVAsxJvQ/DZ3jLK/VzSFywtBx3A/Vraz9ueenKwmDzhEI6b+MvqQQDAurHQv5omME2UGe306129jftns44qS6iMakqXXlBtSWZdw9Q59TuWbMbWV1j1+TcnvHb6U2USQ6F67yMm3ErWwkg3W4ZqzrCSkn+gWmVWcnjgAF/Wt+ZvXEesWT2lwFjqNMwRqj7ZNhgOJ9YDPc+tnN/nHmFbrWa9d8RW3XZjIdC8A5pXwJn8ADWfRZq/W3UW9Z22thxxDffna9jQ3Rrnom3k+XFrPELbaOPnseq+7zT591ZOfYXOTcVbH8L5Dv7zarnqZN51LSSGMm3LfrrFWh10jeZ1SRn6Aqm1woxBrGh6dY4Zxj4bPWIf1kIMQdraBwBlOYCe5rSVSfpU6DxHGkvjLQPmeJrHw/Zvg+Qe6RN/+qoZ2H59bFE4YKDScZyhCV0zuoZCm23HbS7tkWzlVuBKTo7GF1g3mXYmg3nVWSsr3wv1HpoXEzMscTk2NEAtA5ovodtYFVulTsvkvgQieieAEwA8FJzo9m7n3MpJ6r4Pk8vr/5Nz7uOZ+gmANwN4Ndi9fQPYi+Q9zrmRjhZmEfGFICIiIiIiIiIiYq8EFbKvjzsdHwbnxLoanE9rOngrgI2ZbX/NqfcpAG8C8CMAnwBwhHw/noge59xUWtUPDPGFICJiN6Hxlx+HL01hbR7yGABAoRFUZ5RBb29lX3kqBfazufF++Ud8Vucs9GXFRezfr8o+/hgAnPi7Fh71XG77ip/7srbo+muuATKKKFQR1ZP6uLQdchQUDzme/zmc2arC0NrQpvi2tnqFATb+ucoiq9WA8nyw5R5ofbzvHmIWtF+Y/kPmBt/r27dwmbLsZfODcdcWHp/GF0wY1m9uv+Rg6A1tHbWM+37jWmbET9x/wJfN7+JjP3ol+4ZvGTfWBvnsEZrPsrvanz5hu+d1GS1+pYrlM08PvS1+wNbSkgizr3O7vhnO2yKh/uaNc53x0oKwn2aKls+2zZwqzHLPVs63YJVX2pJVWNdnt2EstyzhtdDbZF/5/kKYF41HcM20RQMAeqUNMZxg3NDg5STNpLeNr70ysMpGJ4arrgtDWpJ5aRjuuSRdbpGq5IQxqI3I+lVn9eutRWFELArahmW01TpUkEy5dbOONc3EVMmVdDyFdlgLJfWxb3Tm7VCoQo+NBVBmWceVzewLwLtg2C5l+5eyaExh5dDj6FTZlAHZJMnWihbiCjrnWsvGpbFuE5OjlgE9TNme00TVqNiy1m/vNcYSCoR8AQAwUed5VFUqABiVeS/luKuo1UCtAbUctawFcs0vNGJBapXSPCNWzUfHr9bOpslDUJZxqAVPrzH+Ite15O2wZWo12DLOddQywfX4HlotaQc7z80egd0TQ3CQc+5OACCi68HxndvDjyX31uSHJzoKrCL5Q+fcM832u8Axp88DcMG0ezlDPBjzEEREREREREREROwDSAo0K3/Thb4MzBRE1EdEUxHxzwe/lnw6s/1/AIwCeNGOHHe6iBaCiIjdhPZIUBpJHnI6gMDBWE35ZJx1p2nO4o423H13cFmV2R9n2myu5XuWsvqJUSBy+z8EANC6irPvFhft78taojLkxKJQOuxEX9a4hZWHWltYyYaKxlpxx9+5zmruU+UJL/VldB9nKE6WHtYxPu/bLdk8yfqGK7Mp1oqiUXVZIupA165jtm9OLdzO1mzlNpaL3/8mk41Y/Y7vHWSm7Pil/aFMGMeh8VD/vi2SAVj2u3/Y9E9waA+XbW6F+bAKJgCw0WT6VJb26LnCAJoxK8Ovvv0p7XvZT60a5e6QZL0oyikaV7DUtNlOwhgBoDIelKo8gyh+7YllFxs87z4uwcR3qAIO9fK6tERzWX5bf82GBTxxudFolziG4Qkew+LuwIKqv3+36PZbH/2s37j15y4lqi/fqZnuRXHEKmMZ8YKqDEkXbKyJz89g1Xvkf2Wdre96kqmDHMuCroBULIBaN3LyA2i9RPlum4FYFaDUCpCTzdiJigyZskTWk440y9IDYc4sE6wGArVgpQwLGdWflKqRlOnUWu+OgrcspC08ADDW0rghrRv2U0uCMuij5rypFVFzAPQbWalE1J18Xoek8xFI13/dmDLGvTJZqNcrx64UO60jPZmMwXY+5lZ5P40dsBaMbs1bIJmHt03YGBUu0zwqtn96LjS+IJW1WuNq1BJoPU6kjeUSh2XjSdQ6mEjmeLtfQpFL3gH8HUAvgBYRXQHg35xzv8rUeRj40rzCbnTOjRPRNVK+0xBfCCIiIiIiIiIiIvY6EBEomZ0XFCICEb0KwKvM5i865774AJodBPBFAJeBPUkPA/AWAL8gopeL6qRiKYCNzrlO1onzUJ1GRGXnXKcf6SwgvhBEROwmOOPTrwx667BH8nejBKGi8/XrLwUAVA49LuynbH49xBz4MtnPKxCZmyaNXsb/CPOurD5gchkIQzR80Q99WWU5K8m0xoU5Xhs0+QtVZt0qjz+3oy/1O68HAKgHetFYO5rzuU3NkGtZO409UGUMq8bzjWtZe/s2sRA84Skhl4JzzGRrxlDLSs7v4jkrEPvG/vHOoKpz2EK2QGwzzPTdGznmYKPEEBy4IKgZ/WU1M45POogtHspQ8zHTzOHC7mA9UHb753dym3cPBlb+nCM4zmJBl1h9QtdRFhWSqs8+GtbJRJX7UBLuN5kIeQs7GFHD8KluvldystrzUl8ZZjJtqoc1SbzLSC1YK9R/fo7kdRhGiD3oFca2T9NO2Gy44u+vzKiVmVd1oVqTz0fVxBBsbnCZssKlFEPNjdRzNPmVjdcyy5Yr2237oOVazXLySlI32p1tKfE9VZyAWpSsT3rWVTt1bih9viiH7Z4qV4CPUTF1srke7Bh8aIuMPp3lN91TO2f1TGZje250qG3JP5B2tU8z4dYiVCmQqZF2/dbhaOyBjRGqihVM13Mqa68qJcm6MpeyjwEod4cjqcqZ3ltsH9SisECsCImJCSOx4HX7683kBRD1np5y5wOuxq1oTGnNqGVV1d4j1oCWiQNSxSkda70U7l+FjPqVtST5e4bPgdEZe7OnYLZkRwFAHv4fyAtAtr1PZ7cR0VcAXA/gU0T0A5ODqgtA3ssAAIybOjvlhSDafSIiIiIiIiIiIiJ2AZxzmwB8AaxQdJopGkXgWrKomjo7BdFCEBGxizH+ayYfrN9+0s/samkdKwI177jWl7WPOQMAUJjDftzt7rlhv15mhRurbgIAlB/5DF/WvOYiAIBTS8FEYKGH72Ln7p7lzNQX9wsZdj01JhaF7hNMroENqwEAdVEiqs4Lvul6HO+TbuIECk84j+vceDG3s/AQX1bccg+XiQoGclTVtC1lyAHgbGHSX3UtqxndPRxYffUtHpcsoBUXuI+ukjKVvK2nGm6Dv7uFM+w+/6H7+W3DW9OEzZ0bghS07quMoFXFUWa0O8eXeUD8iPeT89dsD/iyNcM8xp/fxqpSJy8LOSJUsUgkwlE0rDCpHzFxnXsbgQnsIfWVF01xY2kRV37PMto4Ae+X7v2QjW++MI9qxakhWCuSEY57OWkB950ag77MgRnRMWIG0sYJ6LzMqUzOVWmeCo2tAYA2cR8qwppva1hFGp6Yis85YLTni50WBUXWegCEc6mstVWPGWvwXOnqtW1OlfBIS4IKT6eES1vOn50WtfZ4VSrL7grLnecjr8jLQ6CJgkO+j9BvVTpSxtj2U/9Tn3k7Ah2XxpzYHmWHWs6xjlSLci03O+cFvk5nRmU9b3n5P1rSi4qxbGjzY5KZ2i4JtUxatTKf8dyLgoW29HzrWisZa9Z4Ukm1XzbKUYVRvua7W7KWauH+WpMLvKX5RmzfhdvVy9rmLlE1rjxlID2HTvJ2aLwAb+SVTNp2TlzIHoHdozI0G1gln/PNtjUAjiSiSo7b0DKwO9FOsQ4A0UIQERERERERERGxN4IIVEhm5S/PxW4nQlmxdWbbleDn8pNsRSKqAjgOwFU7s0PRQhARsYtROpyvdeuv2bjzOgBAcSn70xeNsk/rDs5dUpDswPW/XeTLkke/EABQkTJL3DQ28n2mtHg5sug/4aHchxqzyDYzso8hEFbYGXUiDd7qO75T7KC5nuMJ1Ke5btTVipd8ncewZCX3ezSo3HgWTPZTZRQAqIsWeLnJ1g1qhjnbT3zQP/b0o7ltczO/eNUgAOAoiQnYMhbYa/XRHhZt8cMWBH/bJ0rm4fOvvNdvmzuXGenCfGa279tssiwLa3bbkv5U2xYH9vP+9nx7X3xhcMvGKrJYskaXlvDn1WuD3/7f7mNW/DGHMKl08NzA5i+sMbN582Z2NV3ZH/z2ldksjnBenLFkni9TFtNJHWfmsS3MYVvOZakZrEytqsluDSAxORGakm9C1V/aJpeFasZ3TXD8xZZ2GIPqsM+RvAWaQwAIbGZNPPe9RQlAVajtESE4repMbzltBbAstPpXq+Z8VhkqW1915dXH29YvZs69bamZabfL+H9nlXlsK97HWzZakrwgPuEhi7f5OVcFIvmaZynI+v0DU1syfB2fV6AzTiPx/uaGLZfPco71IFunmbOfbslTJ1KWPO+8+XwLZpu3Gvg1b+IZpH+94iCv2YmBwP5TjgWjJrR8ybDr45lHK3ve1MqzRUxzcyphjTuxOGr8j71POokLKA1zrFXBWA/0OtFr12bxbmqZfLeWHbWa6TbKi6nYtQ/JMwZh9mIIZnukIjHa7ZwbymxfDuC1ADaBg40V3wXwL+Cg4z+a7a8Exw58a5a7mEJ8IYiIiIiIiIiIiIiYBojoxQBWyNcFAMpE9G75frdz7hvyfw+Au4joxwBuQlAZOk/Knu+c8yyLc+46Ivo8gDcQ0Q8B/BIhU/El2IlJyYD4QhARscuhmWdHlzzEb2suPBJAyDSJv/7Cl5XEv3/iRpYmLp56ti9LVrNlQdWGxn7/XV9WHOBYg/Y2ZpkKJouxwo2NdGzTHAOJWA+a6wJbnnSxSkdhwTIuW3OXL1MLRvuqXwIAKqeGeIZkuVhHRVkppYVdFxWMsjDpjcA0K3fm65v9VN2m0Wbm7MYNQcljWa/kXhDOJ4+5V3asYXzY50kug4GuoAi0ZKCW2m+TyUOg/y/p5Z4uMBmHG1/m34fCqY/m/lpLS4nrt8QyU+gd8GXd6zlOo//AYwAAKxcGJvD0lfwbdMsm/g358pVB5elNp3FMyhG38dpxJ4f5V9/wlmQXrhoVq3qB+6zsesHIq3Q1mMWfqHAf6sUwFyVlTYWNpGaY/02SJblfYgKqw8Eqvo14HfaIwtV8WVNA8BMfdjz/vfVgHVEL0oSopFQaJpZDzuVwm4+3qMswnZrpWVRSWkk4t94PXxl4w56qb3jgb4MqjuYrsFr8uqsy2dYfV9eaKuXkJAfOZSfVMqCMeB5ZG1SGCmajHCBHLz6oBU0O7/efkxMhz5KRTMGtZqMRWjlzrG0Xp4jlsMgqQHUbi4sah7TOkNHyVyuRWmhGjBVA05iMyX5b60YxTLplLTu+TDMIN8P8q8VEc0sUUpJM3J85srAsA1+XNepKfdKncM/Qe58Ty5xVoqtoLhdZz85kYC5JjEJDLAVbxm2slYxLcymYcWm/fIiKsSgle5LVgADKS6axg21NE68A8OjMtn+Tz0sA6AvBGID/BXAygLPBLwEbAVwI4N+dc1egE28Bxxe8CsCZUv+zAN7jXE6A3SwivhBERERERERERETslUgKnS9qOxPOudOnWW8CbA2YSdstAJ+Qv12K+EIQEbGLUV9yFACgdk+ID2ouPw4AULiFcw14Rh1Aq5uZ9+QxLwEAtNuB4WndcysAYOJeZurLi5b4MmWk3YQwt4ZBbA8P8nE3s6pOoRa0sDWuQPMkWMtCcRHHI9RX3SxlC0Kb27hNN86fha1rw/hEnYhOeCJ/1oMvelv8zanOjK9VufHblCkzzBdNcNlSYecHjFqQMqojDZ4rm512jmTlLCWSpbMvsHC3b+Z+PfPoMI+X38sWlusk58CS/tC/Ddt4bj/429sAAP/zmMDmt1/xPgBAKydDqM/GzIYWtFpBOIKWH8vbxAJS2BisMP2Sr+IUscYccuoxvuw2iR046iS2DNQ2r0IWrQFWT2qY+A6vz0/aTrCAzJG1UJ/gtTC/FtaQnsE2JK9DccCXqQqS5kRo9S7yZX6lNbkPlhUuJdyXqnyOJcF6oMxyVw6Lp5YBVU9KxWvU01awsVLopxqHCiQ+94b5LORw6Kr9rn0Za1rWlD+VSDXks9eOVyY7j/X2vvJmfD4vgJRalRvPQst1bTX1tQ/qY2/VuSAqVFkffTsGLbN90Xre+JBzHvLGFXINdNbX8SnXXTD8pw41rM9wQI3r8BmOrQKO9FTDCux+XtFJPqtGUF+tBaogZVWiNGbEDkFzIaivvV3H2RwkVvVnvM1laoFITDaLuWKmKOj9wRLCPsZKaH17SvX+kYkrAUJ8jM7Vku5w7avCGGlW9HL4HfBtZ6xUdlx7Aoho1lSGphND82BGVBmKiIiIiIiIiIiI2IcRLQQREbsIE5IxmIThH14elISUvakdcioAoG0UW1BQv1BmwgtjG3xRIvEFJVElGrnof31ZaR77ize2MrPdHB72ZeUlzBSrApEb3erLVEmoPcLbXE9grxtikVBLQWvT/eF4KzkOYmIpq/40TXbOwoK1OgkAgPpAUD4qmJiBLEj8zKFZMw1hloxz/xaL1WD8lyG55Ogz3s7bhO2ba2ICgh8xz6vmLACA+4e5bK5hwo9exCz1FavYUjBWD9TcsjnMqN28lvvyyiAAhS+eKdaCYmeeGa8Tr9YDY/lQ+s2JZQhGoUfjJtrC6M0ZDvEd3WXOKXHzRq5z4JwVvkzZy1KSZlYBoEeSXpJonx9XDetE1xzK/HlfI4xF4y3ydPO9Kg6UUQ9lmisgM1wAQFWYvivX8vj26wtjX1rh62bjOM9Vj1EZ6pXsxROOt5WM73xdMjjrHPQY3+sR8HlWVSLreVDMUSUaaaTZY1tWzwQGpNzGhZv2cQbUuZ/q/LdNWdZlvW4mUlnoiRyFHT2Ot1oUwk+9Hoem2F/Pw6ixgKhPvlpJyAxXhz6W01YpE3OQZmHFApKxhABAQQJf8ljLqXJLaHyH+rlXzTlSJSg9j2NNU5a5RuxIhoXN1zwZ3H66T9av3qv85JhTiuLL36NZtU3/1MKirH7J9GK0JedkjK+DubVg2dzS5Gui2k7HSABAcWxQjiu/I+Z+5FuQ+09iro0srFKV28WC/dvDrOUh2Mcx6QuBpFZ+IPh359zND7CNiIiIiIiIiIiIiE7QLMYQ7OPvFVNZCF76ANp1AL4JIL4QROzTaK69Lfx/MSsAFc96M4CMHrqws4URVp3Z3LXUl/UXmSUqr76WN9gYAvHbb913B9dZEjLsujozxb2Pfip/Hw++1BM3cW4DKgkzNBDiBKgiCj2SRTfpGfBlbbEktLdyRk1VFgIM253nYLrwAOkws9GJzY4qMQPqB+tZaQBtUdRIJpi1Tow/eLsS8gcAQGnOHP//HJmzbaq/b34v1E9XWcYNo2E+D5/PfbFs75Ie7s8bH8ljuOyeQV+2UVSG1kl8wY+fFbJPe0ZNz5eN4RBGTq1FdszIKCo1K0HvvyD1SOfaMHpHjnGswY+38bk8Yn5gECvb2JLjSswOtqphrpS9bAvjnhjLjmr9j0mcwBKTKlfZxJYoXBXrxrLg/Zy5TslYQJzELwxKfMCA2a8l5/ShS/i4Vl/++kGeq6Pmy9gbIQ5F50pZ3kY79FPZYNXB31Y3vt5irVDmuGnOu5K648ZXW5l9vXRtZmr1Kfca9+Yy0GtdWWVrVOkWP/ashQEIVoBGnixRRmmnbtV72unj5msKCRttirS2+pZbFlznNq+fWd/8PCkUHYvRQkK9pax8537TecRzOfcatWDouaQc33eN5bAxIBpvoRaCmrk/qwXDWiKUhVernR1XS2KevPXTdLMosUuFkmRENteb5l1RK4c1EWlG6YUk10s9PL4tkGqtUk+qvwCQSF9UBcxRiIHSuBO9D9n7iV7D7T39KZn22kzFexy2d829yDmXzOQPwELs89MaERERERERERERsXdgZ8QQ7EHx5xERuwfbvv4+AEDxOe/w21QnvPXr/wYAVA473pe156/kMvEbn7fpltDYCPuu19esAgCUjjBZzeeIL/6VrD3fHgm67cr+T1x/Oe934hM6ypS1VtUhACjPP5z7otYHyUsAAO1Rbt/nHKgHdqsoDH9pPccZtO8P6ji0kJnzdjfnRiCjqpOMDfE2Zf9NoIArdcmnKCYZf3qvRqRKI496bjjejb8HACw88vFSxTB7oxyDcTeYJV9oVDfWDkueBENp1MS8MF8sCycuDUpCV6weBACMj8h+lmHzA+Q5HnOBQxwXbXSNX2im/PD5eMpGJzYDalKRPsn8WeUiUdY5u4/HN0FzfVk2G3TZZBxuZ5RFRqtmP+mW9x+nML6tLe57f32Q61bDvPiMqdo3a9mpDQAI/t+YCGuhuE1yYEiG1koSOKuj5h2YGvN4ITCddZntgvr4G8awlskBYM+tzp7PfGvKEl8WtikLr/7t1j9dmeiC1/nvVCDSPAtp/3O1avA3VVoCgK0TqqLD360FQ9l/3c+u8axailXAmdBsvTlMfzFjwsgzTOh+LXM8nT9vCTFl6hevPbCW0WAZSKvyWAQrkZ1PVWvS76F+KRMLkFax0lgOUTdqd9oyNLO1nR+tZa0GagkdI74ndbVMBvOWxBBoLEuOfLxeU1ubwXo2JPeRRXJPsn3oG+Nro90drLJZqLXBxjNoTgL9bBoeWJear22VqjT3hX63lqQ9iPIlEJJZykNA+ziXPdULwRIAgzNt0Dm3iYiWANi8o52KiIiIiIiIiIiImBIEUIwhmBVM+kLgnFs3Wdn28ED2jYh4MKD2uOcDAMa+91G/rd2QOIEqM0rj113uyyqnM4Ne3LQKALDttz8IbR3KeQs0BkD19wHA3XMTgODvv/XGELZTmcM+2uV5zCiNXxIUiIqSP6C5hdnkxGTR1RwDqiSUmDwEdMKT+LhX/xoAUFp6oC8bX8qa+OpLXjCUkvquK9Nv4dl/ZdOMmoUqCTUlV4EyyEDwb28J87W5Efb7S5VVlw4aZKbuoDlBWUMtA4uFhbtvW2C9lem0Kh3zqvz/2hE+f/1GaeRRK5hN/+5y9vM/4/xVvuyiVzGD3awOAABq7XCcWiKxA8oKI0B1yseFQewPme0x1OK5qpY7lYua81bCNlocM5xMkrnVG8YykQyrGseg2YmBwNS3uyTmoBHmZazNloVuYfytWpRXTdLjmOMrM6pM8aYkWBbmFXisLVXFMfuptrrGDnQZJa6q9EFZ0AkXftmVPFQ23+rLKwOrKkO1YihTC4ZlaXX0E94/3Rch68ac4oQzY7Zsvv6fV6Zd9ax8u5O1zvYtbz87Bm1f4ybsfp6xl+rWCtDKHNAyxoVC+rhpM0ya9s+zOvjYg9R8isVFGrVjV6uDz3FgnuSyykyWPNZuad+rxc4nwGZOvIDGHFhrg5b7HAgm3qUt/veJrFGr7KNWRI2rmWcu5QVO4gOaEp9g7vVry5zLo89xWdVYkhLNI+BzFQTrmYZJaD+LKTOMrGOxLtpYJh8LptcdLPYsxfokqgzNCvassxoRERERERERERERsUsxoxgCIuoG8AIAhwCYh04Di3POvWKW+hYRsddheJSZmrHvfgEAkJTCJVasMRU0sYX98JXBB4At3/kvAEDvUazh3/Xcf/Bl7m+/4X9ECWL0L//ny2oPP4vb/MuvAAA9yxd39Mm1eL9C74DfplmFE1GISbpDXzRDcUMsBYlREqJNnE+AjmPf/EY17Fe568+8/xizWi0TX5CslIy6wjZp3AAQLATKALcNK9wSy4AybVZZyPulCwO/8Iaf+7KnHseWjGEw4/X5v9zny157EisxqcJIHutn8xBsEt1vzfC5ZSIwgWNNZtZe9PCVAIB//Jf/CeN6/QkAgI1jXKdqzNq9FWsTSFs+ajLGLmHt2pUwxwtljpz4LcPo7Wv2Y1Ulslljqy2xMqiqSDNkI26ILvqEzEevmf+7SjxXc4u834bRILmzoEtiHcTy0SqFWAQ9tqZ4sBrmlVFW0tL8GvObJs9FD59vVQbqS4JVhSb4unEyHyllpswcuCRYokZkXKrcYrP9qsKPsvOFHMbfMszKbuuaSTHoGstCncx7wy+ZdEyAra/5ACyDrhYLjSKxvtJar5GxPgBAXdrSti1hX85YSvLIVT2MtQqoZYFyrGhqYWkl6X7b4+lytHkP8qwFimbGctIiO3ZRWJLvVuFH++ezIDc7GfFsO0BQodJ+9pU7ry1rwkgy6mHWCqB5CGzWdd8DsQy0JWO0VecKDfC1cU09xPMcWxOVIMdlbbPGJ0piLZXOV40FsKT3DNnPZvEOA8zhhtUykBP/sCcFitIsqgztSbERuwPTfiEgotMA/BTA3CmqOQDxhSAiIiIiIiIiImIng2YvhmAfDyKYiYXgs+AX8qcD+KNzbnCn9CgiYi/DhLDtAFAW9qVRZbZI4wXs/05oN7UUACG+YOvf/w4A6BnaFNo87WkAABJ1icSwTs3LOdaguP+hfNxVN/myxjZm1SuLO60GKJYy30M/y0ecDACo38AxDs4w/QWJK3C3/YX7YlQpmtvY37wwbwk3uTBkI3bC8HtfYcucqf9qTnxBYXgjVxEfdstuuUTyF8g9nA4/Ley3+joAwPgiZumf+5AwB0omDYnSj3Wp1Uyk2yaCso9mh1032uk3Pkco8GMXMys/ummNLyuuugoA0L2Cs09bH2g9trK0PdbyoWPMYe0mXFpjvbsYbuENsUZVhtnaUDTzqVrpmrG2XZvjy8Ya3NZwnfu0aiy0ubyPj9fb5vPXh7BmMSK5Hrr5fBujSshOq3ETVjkqo2o0Vg4xBLXxQf6s8DaqB0uGV5xSa4OdH/nfZwQ2LLTWqkpMgHVp1/9rvswy/ukywOQ0kEU0XO/099dnE1PUYT2wzPuYWPBykvz6TNu6XylHTUXXs81+3C35InSdFS273s7uZ9rKsORlc051PvQ4eTkAdFvdZhSXz6zy0fawZIBZ77WDI9KXsH9hirZaGYUkGwtAmbmy7agyVVkUghJzD3ai0tWy16laTNQaYC0Ekk+GNBYmtf55XG1R0Lp5JNyLJySep1fuK8fMM+pQxNdzPZiGfJmu0bLTDMlGLSgTP5TKOKwWpEy8AG+UeITMd7vfHgGaxRiCPWhYuwMzeSE4EsB7nHM/21mdiYiIiIiIiIiIiIjYtZjJC8FaAI3t1oqI2MeQjA36/+u/+yYAoNTHbGb16FN8WXPdvQCAwhxhppvhcmpuZrWfyiEPAZBm18cv43fwxlZWf6muOMiXFZceAABobeJMtEmt25cVxOrgJiSTpigLAUBD+pJUhXUdDcoyLckfQMJgkVEgcgexek9y7/Wp4wJASxg16ma2vHXIqb5MlWGcZM1MMVFqZTAZmP3xhJlT7ewWBUtGFaLaJFmMByvzfdltVZ6Hw4vqIx4Ys9WSa0CZ0gP7Qpn6yw63w7ZChpW1rKKqlAxUO2+lDckbUT6QLRfWzzVouct3owqiOQK8zn6OH7cy9q4ZjlvSnBKS3dmaMupl9rsvtdlf31paesWy0N/m4y5PDDM6JpmR1Q/ZsItqtemSOUhnUhAfb83IbFV1imo9aEndgE3E/SRhP7vLIX6i7NK+z9a3uS1jV9/5ZkqRRvbXbMSmbFgK1Qe+mNLI7/SxD771OVr8Sbp9mzPAb0PaUpAaTw47WSt0Kh0p2t7HXphc0xe1XKhfvGXXs0y9bVr97TU8IKXYI/7zOgcNs5/GVOTFHky0NVaHv1vvjkqG2Z0wnblrI1uj1LJjxxAUmaRrdn3JZyLHtZr8euqzSkRAsAz4jOkmPkp99O1Vrvc0n1PF5gTR66XzMEFlSNb/oXPCtR+sDXzdDJv4h7q3FvH3VIyDWuI0niHHCjAVgqWgcxsk1sEahNrtvJHtPtAs5SHY1zGTF4IvAXgBEX3WOdf5yx0RERERERERERGxi0BESGYphmCmbm0PNszkheAjAJYCuJyI/h+AVQjiBx7OuT/MTtciIvYOtG+81P9fetJ5AIDWJd8GADTXrsrZQZjRLsN+PorzFhTW3AAAGL/qd77MSf3mGLNHjdOe58togtV6isLiN+673ZcVBzj+vz3C7P/EvXf5ssaIMPZt3r86L/hxN2+7LrW/VRly11zIn2IFaK67x5dVH8IWgeYBJpOyDlmUYZQBo2aIS1B/9qTFvsIpzW5RlilKnZLJsKs+rcreJYZdXNbLbdwvuQPs70W3MI4LKiq2bgyf8oPQQ4HtqwvbpmoudUN/NoU1VVWVh7/kpb6s7+3nAwA2X/oC2a+TTVY7hI0vUHZR3MBTWZ1bhYr0icc8ZhjEplC2NVEEsmo6JWEQVZknmTAZrfUfVXnSnAMA0FJ98py8AGJlULWn4STEBuj4nOZEMAxeUfikhtgGNhrlIh97IOehYelr6UNdxtxjfn5GxaLTXdBzZHbT9BbSBctKaxbcpq/bySYPG1/tcoYJt5mK9VxkNfKBTtfkdirXgMYHSJmpp9VCAuGwXzaeoGJiHdRyMeH7BLNfWi3ItqJ91mnPezzStWoZYx8/oaRyyqqStrTYfpY7fL+NApFcW5WMKpI9djsnjkHhM0fn8PTaBzJWSZrQOBuJ9TJxTprQ2NaHqgVJvWR8KPTP5wMQBTVzv/P5VgqZOC4glSkYCOsZAHoSTUmdVg1KtTkFWjkWk47n35x2WjnWgD3KPjCLKkMxhmD6qIGlRh8KthZkQeB1Usgpi4h40IKOOcP/rwFjJC4r9gafPOxMriM/IBp0CgBtleHUlwWTDKxw3GMBAOosU7j/hnC8Ud6vsf/xAIDK4YPheCIz2rjnVv4+Gh4CxzfxtlI392XbPSGX4IIXvw4A0JrDydKsDCgu+QYfV1yTiksO8EVN6YM+YKeC7FQiVCQm293mJUN+leoqnWd+bao6n/JQbB+OSdqqypwV+5f4stWSbOz137oaAPCz154c2pQfD5WjrJoAa28lNz/8Khs6v8bz0Mz5gdTHmHedeYTfdt71TwQQXmKKZj6yv8Tj5jmjrWNW2VGzn7rE1ByPvWQfOp080LR5pWxtB1cvdQsalGjPfnUrMlC3GfsQ4s+bPuBYmdPM/t1kXqwkUNY/9Jgp29ria6IPPC/9FZMUT+a2R56OrQuJnlMNoKx1hf0KLX2w1wRS5sFZZSvbnQ/HGsjblg7WTTC5ymr25PiXaLe2mujZUo57ThbqKmTXkA/u1f3N7trXin/BmrTptOyoDKNHGhs3L47apr4YWFXOTnciE2Stwcj6ojrFw5N9UfIvv/qAbhL0JSJE4F84SwMd46kWO+ffu8/kJC3LXp4l62qkL0FyfZMhA3ywr6zZxJSpjGfDuCy2ZK1V1cXIvEA4EZDIXj/caW7fvzTYicwEx6u7DgAkmYd1e946loUNaG+lX8rtOVUXoaLewez1rYHw0R1nn8FMXgg+D+A5AH4M4I8AtuyMDkVERERERERERERMB7MnO7pvYyYvBE8H8BXn3Ct3VmciIvZKtANLWNjKQba0kpni1paQcMonehG3mdayozrKGgcwk90+IAQjOyFoNNlNsy9IaBaH1kqhMEkLQjAy6szANsRtqbF11Bf1HsqBySOr7ubv+y/yZc3r2QVq81WfAwD0/cMnfVn16Ifz4SbEvWcsWB0awpApC91twkXLynInnTJ8w400A9VjguUKGzmhGDV47O1acG3SoL9BYmavx7Bi9wwxW/7445byOE0EpLrSJEKPFRphXjY0mdnrrwZmblGXBN0WmLFf0wz9U1chdQda1BMYxDV/5YRyjSInj6sMBytMCPwVRrtg3KRUhlXmyrLCepzhFpd5tycATUnQpgG99XET5AiejzkSXN2GDaTm+sqIbzHmijlqrdDETFZ6UP9RK4B1p9B6edYiOd3DYIa/2yaxksWujKUzP/Rz5ZzUpJ+WWFVGWnPGWVJzKn6zX/yylPFXaxAQWPwhYzVQd4sgXxna2iq0vLLValECggVpQtjaMbMeu0ppNynbpgatq9xpSiYz8ww0aM6bsusVz7Jb60HaZcgGI+uY84JvnR/z9hljy9LXJBi8sJndC5WJt9Dru7sYXGtIZ22EtyWN4C5Ic0T+WF2HbJecusZ09kstCyoyULA6KbJWSdeudSeSazIx16meS4j4QisJlsZE3OJ03ZNx0fNtqvukcR3y1gnXab3RJRMS5ln3trSNIM+KmWdc8stCC3OSkCVG/MIfL0ciereByAtgzEZb+zJmMosE4Mqd1ZGIiIiIiIiIiIiIiF2PmVgILgZwCoAv7pyuzAxEtArAikmKFzjnNk6zLgB8yVo+ZtK21F8K4KMAngygB8ANAD7mnPv+JH0/F8BbARwOYCuAnwF4p3NuQ07dGbUdsevR7A5yl0owVCQxTWHpwb6s3iVBupKkq3jP30IjvdxGvcoBndYCWhSrQ6uHZUNtcCr1cqyBBmiW+4IfvZO4hPJTOSag8Ptv+LLx1ZxAa9s9bMG48VuX+7LjXvM4AMDYBvYKXLz2Ol82dsX/AQBqJz+JjzEQrBXKos1tMRvWLgU2f0gY7X6SAGnDRagvc400UZhhvjQhmQS3NntDbMWYsKb94rs+3Az7bRplv96jFrMVYa7JmqXz35JEP2NJYLsWj3Lg9b3t/f22fkkSdM8o93lJT+dtsyXMmvU3P+3clwAAHvmhiwEAf36HlWEVq4SwkWWbcE2lOmVbUf2QAfRpcHYi8QWF0HdlFZUln1+2bF86gJFy2Pwky5AiJEKrTiENm2cF8OynjqsV2qwIy+r9lm2grAZM5gQ39kiWrIIEaDo7Jqmvfvz2GslKvFrmWINLN0hgc7c5f0qyWrbVJ+rybK1l7IWNl4u3kcPSKqncZYI/sj7aeUonagFJBQ5rcK/fLxwvK+eZbl/2dyoxavqSrWv+1zIdlvVFzwZb26Erc05Vvh9Ypl/XuivxmrBraKMYpbpFGrlW61x7ysRb//pqIvVkXY6TkfWUwSujbs8fTfA1qXFKKoQgOwIAihNBnrlHYwbkmmiTCbiX64XkhDvbltbRa8Oy8j6+QObTjjVz3mwshp6buvTBrqliTpyFQmMVfH/zrHw563EiL4vebgIBs6cyNCut7L2YyQvBWwBcRET/AOBzzrn6durvCtwM4EM527P2ubeAH6azeD34JScv2dq02iaiuQD+BGAhgE8CuA/ACwB8j4he7pz7aqb+W6XeJQDeDGA/AP8A4FQiOsk5N7KjbUdERERERERE7DOgWYwh2MffCGbyQvB7AN0A/gPAR4loLTplR51z7qCOPXce1jnnvrm9Ss65H2e3EVENwOfACdd+uaNtA3gHgAMAnKVZnInoywAuB/BxIvq+c25Yts8H8EGw69VjNZ8DEV0J4KfgF4QP70jbEbsPBSMpN54ww5UsPBRAmvEqDLNhySfbWvFQX6ap7pU1pfqEL3MVfpdVRqnWDGVekUbrWqUL9UWXPpROfqova13Esqh6Iz3wSSGeQbft9/SnAAB+eNrLfNlZN/2W29zKloUNPSt9WbHFvRgQ9R/LBPZLH8bB/bNMpDJYTviwccPudktbGjeRmLF3Fdlfv7iRfZO75wdrzMn78RyP1NVnOzBaPTIvLWFUe5LAtA31s2pS2TjvKtmm5Ox6I5PpEzLJ95phmN9/Fs/pSz92MQDg1T+705d94RyOMfFJkGzCL1EW0VgAGJ9rXQMjojnV3TByhsIubpsQBtEkSyuJH7eytZZd1KReygjW8mQhdcg5zL1KKlppRY0VUQnHuvG9VilRUUeFM0pcuu6bkqitlPqBFv928V+2jKcmAauRWFXMfKpSkfrRWynTJMN+VsyDhfrWb7UWOflUidGmiR/StdAjnR7PSyam8R2GYK0qGyyHthYJjafRs5WXoExPkVX2yVpDLDlcmooxzsQO2CoFfx2oFaZj98BMmx2VxdcBppJmyf9qAUyMNWy+XN9tke4cb4XxVTROQKQ+y4aB98nwZK22zJypYpE/7c4m9xIZXXPf8v3Ua9BY8rxccZK1q2SY9mxbpH3QSQ5tajyPtxC4TsZ+Oty8tXyoRZTkHtw2ykVZS4lN9uetdDkKY9PqxC4DzWJQ8b79RjCTWbwHwI0A/gDgUgB3Arg783fPpHvvJBBRkYg6NfS2j2cB6AfwNecyKTBn1vYLANyhD+wAIA/6nwUwF8BTTN2zAXQBSCV3k33vBPCiB9B2RERERERERERExIwxbQuBc+70ndiPHcXJAEYBlIhoCMBPwL74a6ax7yvAlNOXd7RtIloCYBmAb+Xs/2f5fBiA75n/AWb48+o/n4h6nHPDO9B2xG5CRfT+ASDwoLXOil2d6hqK5jZWoCmv5RwDjUWH+TIaZl/+RNnkQlCyKYtyR/NyNnJVX/ie0GiN+9C6l2MAGjddEYoedQ4AYPGcPwEAtt54sy+75Tt/BACsfBJ7xz3t22/3ZcldHPcwcSf3s2vrD0Kbz3wTH09iHayFYMyJQoxjBlgtKQAwXE/TTX0Vw3Rm4iZKhmkutER5qMQ+xmSYNlXMWdLDbKHVaG8XmU3sEuJw3IU2e9QT0uQmUOOCqhNZBlf7peysZdeX93O7Zz6RrUVf/OCnfdm7HvefXKe33NF31TcvtLkv9cSc7zaPuacdlJE8SHXGxdc+lciJb/WeETQMZqGp88jrxarq6Hh6i8LkWn/ntiqpSPIlkyMia0mwvJvO3xY5TNvZ43FbiSZRMsyfWkx0f8uCqr9+VfIt2LKinK4hUeGZ1xV+9uxYAWCbob0Lfj7D+d44yuWa0MwSkz1lbldzE+SRltpUno+/H4Nl+n0yKf5uNflVMaeRw9Zqfcp8t9D1kRfrUHCTM6V5bWUNA+k4CFE1EiUhMqpeJDkz1Lpl100yNsifo8Kam/ioCTlQTSw0ltXXFrw1zOSkUMuYxrhYC65aYiGMuk3Cl13rqb6qJcJMYzFRy44qmhnGXhWIdMz2OHJ9tcRyUcpJmqjWL5ezX16uB69aJr9OidUb8pYBlWvqtEikjiOYKiHcLgdhFlWGZqeZvRUzcRna03ADOEHazeBxnA7gPACPFV/8SV8KiOhgAI8CcIlz7vacKtNte6l8rs5pQ7ctM9u2V5+kzq070LYHEb0KwKsAYP/998+rEhERERERERGxV4NAoMLs5MOlffyNYLe+EBDRADjgd7r4jHNuMwA4587MlH2HiP4AZtTfD2CqfAmvAD9851oHZtB2l3xOoBPjmTozrT/Ttj2cc1+EqEGdeOKJe9CrfMRkKC49LPW9Yr/09GN76DnwxEnLGvMOBAC0H3mI39YStYzx++4FAPSfeJIve4j8rzfZ5OAQ69CuSDbhG1iBuHrAob5MmaRtovbTZ5glzaybp1ihCkAaH7BuPNzc51TTN/pxo24x3OCyxRX17w3s1uI2h9Y0E1ZvKowHdZB6mS0EeRfGhrpq3YdtagVQFrRiNN3nlbh+M8PkAsFKcd4p/FL++zPO8WVPef+FAIBrP/5k2c+oLomDrmYoLuewhMoIpllC7sOAzJnVpdfd5hTbqf2BwJKqolCtGGZG2XEtqxgmToc60ubjdZeMb7LqqauiU4qUVF9+7oO1EG0aE+ZXmPABQ8iqlSdo5XeeQQ39sP7x28QKMFfyAlirQDPjk2/J8nXDvB7ndoXF0PI5G3islrFXi0Axh0LXvmuXbR1tUxWObJyAxiHofFhrRcH78qu2vrGCZWIIbJtZVSPLreqZ0Cq2rrbZyIuNyGjkW3ilqh65Foc6uTrNy9Euh5+04jhbKH2WctO2xkFoPFbbaPkrErkfdA8GT+bWwH68n/rx2/wABbVWaPyLyWAuFgirPDQqMQ1dPsN051wVJczSGb990rgTf82bfCHC5pc0XsDo/eu1BGMhDjt25uaYFNbKJ/3y2ZJz5nGPRwwqnjVM+kJARLcCeJv1X58O5CH/CgDnOuf+vJ3qAwDeO4Pmvwlg82SFzrkLiOhDALIP9LZ/BQAvATAI4AeT1Ztm22r7rOTsUs3UydbPRi5l68+07YiIiIiIiIiIiIgZYyoLwcHIl+rcHgqyby57beGcW4XZfydbBeDhU5Q/BcASAJ93zo1PUW86bSvVkee6o9usy4+tn3VVWgYmLdfk1J1O2xEPAryGVgIAvuBWzVqb1bzYhRq/U955xY0AgAMfEqwAdMBx8o+wTvUgZFXcxupCxdM4D4HNxLyxze+uW8aZ5errMX6zI/wer9mFa+3wPqys2+Ym347GmoHBXSAMuDKcXYXATk4IQzcm+Q6sNnZf9zzunzCq9kZXbrCSyRDxLaq/HcZXLTH7pio+QFCbKQtLa5nYkvj5Q/z8Jwx7qqyuZqz9whtO82VPeelHAAC/uYMzUj9lf+PLLL78XqnEWAjUh9/7PhvLgvpMV6D+9GE+vPLKBM+7VQxRK0MJymIb9Z5cuQXGlqZq//P34baxEAhr3S/sbs0oEA06ZoM1s++gyQ6sjPuyXhlLjnJOHgsdlG+40mZjHdE1MLaN59Fmwq4LlauZg7fVQ180JiAxP1F9FcmnIbkpWjlZfvW8235mswJb5l3dFHRbXnzBVGZezU1gz1tJ2lCf8oq5AHSOfF9yLAtBr9/0IZMBOB2jks5pYOdFLQp1Yd4rOapZyeiW1HfA5iARC4FpU9dCS3T3GzmBFDWx4mg7vINcSzlqWWioWpbEOrRMXzKZxQFADWKq5Z/jmh+sAUbNKC8b8HTQklgpHwNgrXx5eQS0rJjhFPOUwnRuTVmIPejcr5s6sxfvPhCS2YohmObjKBG9E8AJAB4KVoK82zm3cor6hwH4GIBHAygDuBrAe51zF+XUTcCKk68GsBLABnCs6HusLP3OwPZcht5NRFO53uShhKnvXzsbBwNYN0X5efL5pQfatnNuLRGtBucyyEK3XWW2XQn27T8VnS8EJwO4RWVEd6DtiIiIiIiIiIh9B7vHZejDYG+Vq8GeLpM3SXQQgMvA4s3/DmAI7Hb+GyJ6snPuwswunwLwJgA/AvAJAEfI9+OJ6HHO7eAb5TQw1QvBPWCW/4AdaPcedLrEzBqIaK7GEmS2vx6c6Ov/TbLfYrCF4Grn3DWz1Pa3AfwjET3N5AooAHgj2C3J5jj4CYDPAHgDEV1g8hA8DcBBAP71AbQdsRPRWL/K/1+QzMHJwXnvamm0brzY/9+8n31Z6QRm15M7rvRltJD9zP9zmBWBhkbC5dO1jY1F7q5rAADlU585w9534vx5rIN/7RCzYh98bIhBqKw4mvtU5z60ekImZs8Bt4SJWh7yF8xNmFmr9bD1oW4YxHK3ZGmW7MmjXQt82SbR9dfaPcYXvTDB7L0rMDvWNCyVCPT4vAA2S/BoU7XnedtQEoydfRKC0+/Y425bIZT1QPIeGGpUcwv0jXMeCc8WIqglNTO+3kCId1BGekF38M99+VtfAgB47ovfBQAYviikH1FGj3Lu++rXPOL4s2p+CD0rK/TklrrJ3iqxAz3qI2zYVmU4lXm0LuKbxyQLq+rTm5gOnW+tX8rxnXdiaSkOBWPmonn9sp/4zDdDm8v6uH8Dm2/jMqO2NTyhmaz5e3kKNR6bcVjPgxqQRgybrH3ePMbnvWTabAi7W01l1abUcXrKoe9jcgCt3WX6oFOatQbY8WhMRDozMrcxLNYUezwdh3bZzoe2oApCFfO8pGPQXAo23kL7pYx/KvYjU6eUE1+ga9DGGXRpzI2sZ8vYezZe/eOt2lZFrjOr7OPHlz6OZSCz8Rpj5RCDpV3WOB1qGka8pZaBeqq/qW2pzNSi3CV3RRvTolalIWnfhKGgINe3ZgZPHye9LTGMv94X1N+fzLrMMvx5mb6nsky4rNoQOtWFrPUGe5DKEM3iC8G0YjAYBznn7uR96HpM7U3zEfBLw0P1uZOIvg4Wr/k8ER3u5IIjoqPAz3c/dM75H3oiugv87Pg8ABdMf0Qzw6QvBFOZP/YAnEtErwDwa7AbjyoBnQ3gDkwel/ASqTuVdWCmbX8UwLMBXEBEnwS78TwfLAl6nnPORy055zYQ0b8C+DiAC4no22D3n7eBFY0+vaNtR0RERERERERE7Fzoy8D2QETdAM4CcLEloUVa/ksAPgB+nlNN8OeD370/nWnqf8DPgy/C7ngh2MNxJYDHAHgugAXgCbwL7KP1Uefc4CT7vRxsuZhqQmfUtnNuExE9HHyyXg9+U7wRwPOcc9/NNu6c+wQRbQLwVvAb31awf9g7slmHZ9p2xOxDNfxdT2C0mws4I257lN358nz0v3TF3QCAF2+9y28rHMk+5MNFIRMOO8OXqdLKAtGortW3+LKRHtbfLhzLSrSDQ8GNsFd8mcvrbgEAbPr+V3zZxCAvpwWPkuPefKMv6xEm+3lnrOwc842XAQDu/fGvAAD7nfXEUCg5Fwr97KNPZZNvQVipnm3MBqey74qVgdZwvoPRFfN8WVloO2XirQrM6hazYksTZujuHzPKRcI8zhXWulzoZIWVtRs1rLAybQPijtltVIPGWmVpKwxLGdGJbl4DYyaLcVV2VZbVMkyJZ265X/Nqoe9PO5ozL3+lly0n/+/GoA/w6uODkgmQZubUV1hZ14Zh6nzWZGFbq4ZZVQZ3jESb3bDJdZkr3WJJMs2s67M1j2wMfRHd9qJmQDX7+QyrapFod7KTBe+nHsYwVwzLyiJbtnz9CM/D6q1s4TlpWZinLLNtsXZY2P+kU6lHMSyxA6ONsPYOmstWqS6TLlmJb1171t1f8wcEtjyU6Tjy4gOSzBzb3AuqIKQ+/da6oUy47mePlz1M25zVhldpQqptIKzjlt8voJyxjkylRW8tID77sOZRsTEEylpLVmKbab3tYxaEvTZjGm+kj22MMX5d6bzaudD4iYKkySZzPGjMQKLKO6ZR+b9hcoJoD/T2YRWrvKUkh5RXFt4rcZns657F16zJOax+Q3Kx2FPsjTA+VsUcT9eVXIN25vwIvQnLWLV03tVKkVIn2pPkeGj28hDMvszQMWBhmMlyTwHpF4KHgS+7K2xF59w4EV2DkMtqp2CvfCFwzl0Kfuua6X6HTaPOjNt2zq0G8OIZ1D8fwPk7o+2IiIiIiIiIiH0CsxxDYPM4Cb4oUu47gh3JVbXROZcnN78awGlEVHZOdbxnF3vlC0FERB6a93H23LG5rLufylYquvuWAamXmKlSBmrMqNQo29o7Jvt1B0Zb0RYN5/Gx4O+vPrGPXjlXjht885u9iwAAXS1mcFMMVFnYXFIplcBEVSXTZiJqP3eNBtWIfvENX9t7EABg/us/GsawhWMW3L03AQDmPuXZvuwZZz4XAFC/7RoAwPCtt/iyVd/4PQBg8G4e+yUX/IcvO+MlJwAA5hzKMQ+9TwvvqgXJtuyZJGMhKK3+O//TzX7BC7eE462fw+/pW8UyoAouADAubPy4tNVygS3XbKDdI3zc0Z7FyELjC1LJWKWJrW1mBwtGSketFGXDcG4VxRrNidBrdPq31EX9SPazSkcKZQtrxhKxUgT23/NvrwEAfOSTQd35JV9jHYeKZEtO+RHLPKhPc90F5+Syzo0wjz0uKIHUZT21crLSatyDMqqWfN2/j/dTlrVdCdeBarOrwaSIToUTZUHv6jrQb+uXPBXzanxcy3oX17EVq7HsGO53jmrTigE+b73NkFvi9glm85UZ/f2qTb7s2EW85gYyOS0AYNMoz9HCbr6mbAxBb1lVpUz23AyBmGLlE/XD5u/WuqHro5kz/1nf7pbxDS8m6XtTKn9BJtmAjSGgTDzCiDmp3hKRQ4aqJUHXrH3M0rE6ZdmnUFGyVodBydo+IPE5ybCxMomFsV1ji1AjZ3rUUlA3ljkdV9GPffJYGmsR0jGHTNPhPluRe3wq47b2QXN1mLWq49c+pDMVa5yF9NPMlTLvahUuJeEaromKmrcKGqUjfVrLy/mg9XP57YyyEpFl+tMP0nmxB03NnG7UipLWnqUyNGsvBKBUHqdZwI7kqsqrm62/U14IZmsWIyIiIiIiIiIiIiIYO5KrKq/uZPVnFdFCELFXorGOffNdKVw7JD7T6vJr/atb5bRfNmDZUv7canzXl1b4//rtwmzfeYMvc6efCwBILvoqAKBw4pNDo8Kw3LuVma8VA0FRY1gUV3rkNZyMNnu36HC3+pjl3oLg21oQRrVH1G0OS8z9QMbQW6nImEPRaO9ybvtotlo6UfgBgKIoJZX250zD/fMCu37syY/k485hn/k/v/Kdvuw3X70aAHDCw9YCAPZbH2IdKnPYp3zg0Rxz4FYcF7qZURmyLNz8+gYAwN3EDN2YYeHUX3+bqKy0LLmlWUC72PLS0w7Eiqr/BCtRmJhFNd62aUJiA0yjeuwJymGKJefAlla4bSorqwyuVTpSdrsubVrVGVUeOvOwhQCAee88x5d9+Pe8tt/w8BXSZmAxu2Qc48TbNo4Gpq5d5X55C0YO26csdl42XVWVKiedTHpIfRvK1N+7JOzkiMlDcMcWPhff/Ot9AIDHH77Qlx2ziC1z9490WhS2LWML1E9vYYbfMvbzu3jMm8d4zBesDuv5wAV8bg6fz22rhQ4AxlWNR6bDWg77Zc40+3S3UYlSlttadjTPhGr/27Va8vtyHcvY61rQbVbNpU3p+bZlQxOqkJRDnfsMuZ37tb2aEX+3LLn2SpeA9XPXfmp9qySkmaXz1KQ05sZfbeZ4XvWnKBnCrWqQWJC0vzYuQdvQoQ+bjup11tMWa2vLyvjwta/XZMOqKFE69sNazJqk14ZY4YzlJptjwvZ1NCdQQNtXC65eW0CIYSqQ5rII+2l8QNn/NhgFogaPtVKT3zyrTqRxCGpZsNe+1lMFomxeAhjLo4lnIL3Wc7IXZxWIdieI0nE3D7StWcaO5Ko6kogqOW5Dy8DuRDvFOgBEC0FERERERERERMReCkqSWfnbCbgO7AJ0ak7ZZLmqEgAnpcZHVAVwHHZy7qk95zUvImIamNg2CCCo22iGSwBo9TMTvlbUSBb3BGYjkSyUYxTYVmUAK+JTuawUXsjdlZzioXDCEwAAG7/6SV+2cKXkDziK1Xua1/8htHnMYwAAB4iPOJLA4Ho1m5YyZoEpU+WNUSmbQ8F6MExcz2utG5ZW9ehrQklZJrFb3AydsOUoB1fF8SWca6BLMha31wU1pDVFtgwoo33KVz7uywbe/28AgK99hy0mQxeG/d72Go6X6Fr0VwBApT+wwq2BpbBIjLUi2XwvAGD5sgEAwJZ2OG89wkaqz68zZKq66+uQ19QNey2BAutHeP67jWzQYEN85nPYIPVF3jxuspSqJnuZ+2US3Xq1n3Wj3Jk5FJjAMbHwdnn1pE4msSr7n7Z8wG9Tf/Yf3cRZoM85YqGpr9lzuU9zTLyFtrVNQwnM+DS1g1oGthlrmPrwL0tkzVl1KMki7TXkDZu9WTIMX7mGY1tWbwtr9qA5vNZecTLHmlQMy67TZ60pij/fx0rKh8zj/fNiMpb08PwcdPQSv01zBsyr8Tm6aWNQ4tq/vyrHVb/u0BeNK9BtliFU1aByin3k43i1GuvTn1HdsZYIPRfevd22qNm0vWUzlKl1QtzNUxYyvdZbrtOHvdlWlS09rlXAkT5oLIHpSzYLsVXO0SaUcbf3mnorzbwXrXVEqlWqfG4mzEVclocwnQNrVdHs0XoUy857Vamkk+3W/vn7pSnTJacWHhujouNpQs97uA9pj+36yObDsLkXNBt6s8xW04LJ7Kt++pojxStyIVhOqSkkcI6vfiLxQCmmPxv3MBWDb7MZJ9onOd8FkzFd++RzfJAp24NUhmgWYwhm2UQg8qI/A/AMIjrWOXctH4Z6wElyb0NaUei7AP4FwFsA/NFsfyU4duBbs9rBDGb0QkBEvWC5zCcAWATgXOfc5UQ0H8DrAHzPOXfz7HczIiIiIiIiIiIiYveCiF4MYIV8XQCgTETvlu93O+e+Yaq/E8BjAfwfEX0KLDX/SrAL0JnOvK07564jos+Dk9f+EJx8VjMVX4KdmIMAAChPtzm3ItECAH8CcCCA2wEcCuDxzrmLpPwOAD9xzv3DTuprxA7gxBNPdFddtVOtTLOOzdvYV9L7h1p/SGHHNaPj/a3Asv/+LrYWLBYG8YQlIXlgf52TTw+Vg29xf5uZzWSYfdjd6tt8GS3nTL55/pZXPptjCB72XY4h0AzCQPC7TJay6s81WO7Ljp4rfRd1FuuHqcxQccMdAIK1AwC2VJkhHmjw+NbSQCgTJntlv2SENYxlSTJvWquIQlVHlAlf0BX6cv8wz+2hc3luCybWgSRzMG7hXAUbf/97X3btl3jbT+4O7L/i83f+EEDIR1DYcq8va25gF8riElaiacwPijTjBfFTl3HdsCEw8MHPmddHzTDO82s81xfeyXN25MKwFrSeKuiovj0AzJP9LJu/SZhwzSPQY0wEev+stXmOrI66iqKUmnK+zVq6d1gYXOHhmoa0U7b7gqt5XiwL/bSjOF5icY+qBoX9lIXPY7u9kpCqBVkWekwUeZStrYW4F834PCgWhTu3hLVw2Sq+plaIXv/RC21eAP5Udt364WsW4c2i3nTThsDmq5XhkLlsMes1FpBKgf+fI+dovNn52zWW48+tTGxvRVWDLHOfjhOYMCyvVrOKOaoMo/VLOW0p2jmsvJ6bVFbbzH7W513PlzLZ9rzp+tem8jIO+7qmTGfI6/XnkKJa3+bc8DkpcthhnVPtk1XpUmuBHq/Z7pxjZeyrxj1arZ86x/Z8Zy1HdryNTLxF1Zwjn6sjZ8xa5plxU6bnqN7qXF+6xhMTp5RMsKVL7/FtY53NiCB56zUQ7q9Jzm9EqCT9LIXfPrUouILUL3Te8/3xbZuac0G25VxSYb+cbX3dXX91zp2YU7TLcOzyRe53//SiWWnrsf/xTVx777rtmgmI6GIAj56k+BLn3OmZ+keA80k9GkAZwNUA3uecuzCn7QLYQvAqACsBbARbDt6TzVU125iJheCDABYDOBnAPQDWZ8p/An4LioiIiIiIiIiIiNi5oFlMTDZNl6HsA/806t8E4OnTrNsC8An526WYyQvBUwH8l3PuaiLqFGUH7gTw0lnpVcQ+g/ogv1c2K31+mzJ6E45ZwrLVnhcGfWgeq+NsGw1lRy5gFniRxA6k/Gb/9H0AwLyjQ2xPu8qMJonWc/vwR4SOCVMz0cOMrLK8AHDK/3wEALBO4grmnf6YcJwtPB6SvALHDRgVmBG2TjR6WdHH+hzXRpilTQ59OH+GnmBsE/fl7lGej4ftH9juFZgcF97G+73zAnZR/MZrTvFl6pOvcRZW+3+OxD0416kC45TpOpaVhBYc9FBfdsZJFwMA9vvq/wIARjeGOXv9gc8AAHzmD5wnoXVY6AsWHgIAaKulxrDsFfFdHxWlpeX9gflavZX7OdHifvaZMdwrZcrMWp95HfstG9kCdfDcwN5tFTWjqvFJ1RiAu4eYyfPxIQg+6JvHJVvveGAQu0XuKil1pY4LBDZ/24T4j5vYCM3U/ARR5vncJXf4sl9fdjcA4GHHsv/8UcvsdaMMOp/TXhM30SVBBMp0rh8J8TKJxAWo2tK64bW+7O/3srWnX9q0FqjFMg/Keq8aDOpXPWX+abl3iNfAxpHA/C7pq8ocdP6Iz62mFU16K50/Uepbbt2GlRXWe4edT7WOaD8te13wjLEqzIT9lJUfM+YbtW7kMczKHvt8BKZMj51lrwHAZbhX27b1cc9Cu6q9s217NSOfDdocz8ciyf451gNl8VOZt13GAmL6rU1of1MxEtpPsXxZK4yuUbWd1U1eAF0JahmwGcz11qmWmrz8GsFSFnozkcmhYC0LlGnC/n5oE3lrVjP5OhPbVRdVOzWMpbIRq9qPWr5tHgq10sk9MJWpWH3/5ZOMZcGrCmXbtshYA2z7msegaMqyWY/zlKoiHlyYyQvBfLCr0GRoI+ikRkREREREREREROw0EICkkCOVvINt7cuYyQvB/QAOmqL8eLArUURELiZGtvn/fbZKySNQHNvsy7JZKy2j0RA2+f6t6vtustq2mBVRtqi/YnxVDziK26obVqWLj9O6V+LgexeEPojmvzJldQrvunOFxV/yTv6cGA4+8+X7b5J+sgXj/kZgvNQ/XdnqeS7MR1NiBtqXM7t+z8FP8GWLu3n8K+YFy8B0sH6YWakPPu+41HGBwIhOCPtWGg5qQap+RGskm3COOXb9z34EABjfFMY+94iVAIA5h7K8cn14lS/7xAXnAQC+/LT3AQBeecOPQmPCZrXmsCKN1cJWv3tlrzVnAQCgj8/XnVt4XPcPBxZ6yzhbCJb18f5DE8GSNFdiAQ4VJRvrFjy32hknsEGsUCtErcYy/Zr0M/ibh7bGhY2sJpLTwhxnvvShVuzUmVdrjcY2vPWMg31Z6/Q0jVky52ZAYxxKaRUTIDC4epz9+jp9jEdz0sQu7OX502vq7k3B3/++LWwROH4FX0e1sv1R5nO4coDn+NjFwZIx2uD50DWouQCAtH8/kJ7rrF+8JYWVuddzaYlcLatI2yVjcWyQZsDuVM5Rhtiufu9nLmVWWUbn2ytimf0KlFYlyksr0PKsvGGttSzDwANBMaeVsY7kHcdOnVqnsjEPgMmyDFUwMlaHjDUlpaLk/e/zNPmlTFl2s0zUqqLpNOx1p3OrOv/p2ANVAlLLS2hTLSDZeA9bX6vbByBvFZHvds70fNeN0VQtEInT/tmM1ukxT5g4rgpl5siw+f7eKzFlzmQqDhmG1bJg1qqoj2UtBZMdx+83RX21fJCvs4c+Lu/BKkN7G2Yyi78E8AoiWpItIKKTAZwLjiOIiIiIiIiIiIiI2OmgQjIrf/s6ZmIheD+AswD8DcBPwQTIS4jolQCeAc6w9rFZ72HEgwY2Z8C9BVabGRaf68O7g699aSN7phU3sy9z0h3YxcZiUf8R6mXNcNjvyB5mU0bFz33YEDF9i9i4RZuDuo36bhbmsK/2cCWoq1RFx179Vwc6kzVi42fexm2/4K2hSWF4rh9S5RuTXVPYr3lNnoeJrhCKUxHd6iO+xt+Lpd/5svniJ37pO0KswnRw1mHcvjJsc0fX+DJlhkarYplwQSGmOMjZZd2A6N+PhPPWXsAKQAuf/FQAQDIQrCqNe1mlqbrfVu73qQ8LxxPLzLXih/+G/UJ251c/na0pD/l/nwcAbO0JSR27hSnbIO7pI6UwZ/vJOZkr/u1qSQGArXVmtm/fzD7s1p9+P7EaDIrKjWV5N0g+gbGmianQOIGxnMy6TWUcO9lkPfMTTpV2QplmUVUG1mYx1rKwrXPxqRXBMrjKXitzqfENQGA/NeeAMZh4parr1nHMyVV3h/OtDO5pB/K8n3HIfF+mcQmaQbicUnOB9A+pPnE9rp9Hxqm/v/bX+sUr++/ZeZtzo6RKQp2uA8HHW/yzzXwqm6xrwPqiqxpV27Deei3p/Fu1oKxlwA5P56Gdk79AoefPWgG0mm6xzyxaP5tXgPsl+7m0zzzXSx+7YpWSlOmfUEa8UylJ+2TbKWbiJqwBJJufocdci1pWLXTOh64BLbJ5CLJzZeczWzZirEyNNpdpvJHtWZ41JVtmU2eoqlBb8hU0c2KE9B4zt2guOLlL6H6qKAQg5BNQVt5aZ7V5nXfL6ss1pbEHLifbOLU771/Ii2PIlGksQWLPY179iL0e034hcM7dT0SnAPgcgJeDr/0Xg6+pXwJ4rXNu8xRNRERERERERERERMwOCLOoMjQ7zeytmFFiMufcvQCeTkR9AA4DT9/t8UUgYipcdDv7fR+7KLCL4+IfrSzmLUGgBL++k1mOc45kRSCrgPPB37LiyqkHsmLPyoGgSHP3BDO/K0rMUA8VgmWh1cfKPjDZJ5XlaC17CIA0M3T7ELMhv1/FqkHPOTJki6WtvNz7zn07AGDbN//Dl8150jN5rJsuBQBcNT+oGimL+cxv8Bi+/bJgkXjjLzn85t6//AIA8OUvf8CXadbWF3ydMyS/4VFBp/+0lWnBr+/9PVgBjhbt/QMGmD1qlvfzZYUhrqeWEFWZAIDmAvZZp3GJcegK/fR5BBatBAA0xO8fAEjyB2hbmn0ZAEbbfA7/Y+SVAIDrn/okX/bfP7kVAPDZd3L2494Dwjlqy7FvE991ZaMBoEeyVS+UHArXrQ9Mm7LXxy3iPlgGUZlH9bUfzdGut/rryjSqhccy4VslLkP9t9tmDWXbreUolOgWq6uuvtqaGyKlkNRK+0dbKPE6JKpLto4yy2oh2GBUf+7czBffNaIodMjiEKvyuAP5fOvYLZGrc1rMoVQDc5sep0UtJ1NxVifeHk9ChLz/eB4rnGhmV5PhVeNQtE/WFz3b91TmYZ/xNpQr465qVHnnVFG3qj8ZjXvbB11PusXmNtBqlKPvr4x9OUenv5lhcLOxGbYPVjxIVXhUTcfOh1qudM6sb76OVX3nrVVA5z3PCuCVklTJJsci4f39TV86FJ0seT1Fxmi1DEz13KfHsd3VoTrTVri+dey2D/w5R29XRqlK/f39WjX3XlW8c0XZ0VoBlLHXXANWESgpdtbPYgfLfD9d6kKYvK1dDMLsxRDQPv5GMO0XAiI6F8AfnHOrnHNbAVyZKV8J4FHOua/PbhcjIiIiIiIiIiIiMiDMYlDx7DSzt2ImFoKvgl2EVk1SfrLUiS8E+yDGxtk3nAxzcMk9zDDfKWok+/cHpZ5v/JX91A9fzL7rTzw4ZBA+RhRJlFHKy6Z90S1sdXjhQwPrrSzY/Y4ZTmcY2iHxib1uXWCfz1zMrM2l65gBuWXjoC+7X3zdX3wC+7NbdsoVmHGkOrM5/Y98fChrclvNTffzWI4MGvfbPvtPAIAbLz8AALDl+cf7sredwTEO//PYf+V2yuHS/MsW7vs7Hse+9pXi5Het5xyztGPb+JhkvTTsVrJxFQCgoNr/lcDmuzqz8dSyfq9SJrkbVBFocyPciPsrPO+bJbPv+Gg4b3Pk1Ctr3fetn/myRx3DOQneeMpbAAD/dcu3fJlmpD5lPx7Xz2/d6MvUCnDEfG58xUDIBKxLRhnPXkP3lZT9bHPbPe2glDRWY4uLSTXgGc4umfcRw8Qqi6/H2TLeqVmvfdlgcmYo465lqfUln8pAWil6ZV71VG41wQDqz67zb/3214tF4PYNHCewfltQcjpwAZ/7MyUL8mHzw5rV8SnLav32Q/862etqMW09sNYSbUJFwCr2tzzL7po2K8rcSo4Q54yeekOY1Ty1FFlDVVV+KQYr03jGB90y93k+5aR++zIca4VRxlznyPakmVEQssYRPY5aJEp5TLpsyktLoPtZK4Cqh+nxbCyA3j+84o5ps5BRF7LhBoUM+28MV55N93EN5njdGUuQtYZpFmNl+HOGnptRWc9XsN5Zy45akMTaYR4WdazlnN8WbdPncMjxmZ9oWYuJk/F1Wqw8fCzA5LKYGneWi5QCUXnSMt++5hXIs8lN5fefE0tA2fqpayvGEDwYMZMXgu29O5UQV0lERERERERERMQuwSxmKt7HTQQziiEAkMNPAEQ0AOBMAGvzyiMeXLD5BJSRq6y5DgCwccFDfJn6e//9fvbpv3ljCBRYKwx8fxcz9l++arUvO2g+M5bXrWem+jHLAvP7xkesBBCUX3oSq5zAy3ONuJL/4IZ1vqRPMqA22uGddeJAjiv40i+vBwD882MP8WV/IWaNVbnmrqHgc314wjEE7Vo/b1h4gC9b92XOXrzoGc8FALQmtvqyyutYhOt3L2bG8uDysC9Lxvh47RIz8O1qvy/rrTCbe/m9gwCAV5+8AjNBW25ypcEwx+hl3/DRBWx1qG24NfRF+tyS3AiNvqA0rKy6KmS0jTC3+lUrK7m0J9xeVA1KmdJlvaFs/OrLAAB/2P84AMBPHvUqX3bWRaw81LeSLUGPOSBYklTZR5k5y0SqIpAylsOGoZ7b4rkeE1WpSrdRe9I5GA9Wg6KcC93WPx7Wf6uHVZYSYfla5cn909eNhLkaEkvCHMlNYVWQshr1YymVFGWfZcxmv6whzcYe6Lo/TOJKrCWpv5KOjbCKRwXPiHf6SfeWNWuvMs2dfuMKqy+vvu7NjN85ENhgknNbNBwTNdI+1ykGU+5Duq1tsl2rhUA/W4VwP9F7RtXx9T1sFYjk086H9lk3pSw7mbwFVoUnGxOROseZE2fLfBxDjrVCz5f327c7dsQ22DnmTxsnk+1nXp4EtSxoy5b9y55vO2elzBoqmr6ptSEnnMS3oW3bsWtbPi7EHD/E+hQ69svu32WsrdnMvM7MWRCzs5YPtSjI2suJIZiKldffzqRt8q6oApful7PGNV7Axn353C05FomO+IK8PqllIacsN+vxVPEIuxoE0BQWmJm2tS9jyrNKRO8lohYRtcBXwjf1u/0DsAnAcwB8Zxf0OSIiIiIiIiIiYp8H8QvQbPzt428E27MQXAOOCSBw4rE/ArgzU8cBGAbwZwDfnuX+RewB0Ey8JL7lzrDXDXmnLInv/EBjiy/rm8/M65/u4TorjGP2GYcxs3q3KJxcctN6X/bte/h4+0tcwcaTgpLNEsmcunwxM3lbW8GvslcYm7lCDh62IKil/E5iDk7Yf8BvK7eZFXzTo9l/3/qAvuQYVhVS1ujK1YExPuBItiwoW9jbDNmPKwN8zPYIs+zXPO95vuyYNz2bx/Xol/KGZlBCaQtL/bv7uc0D26Hs2vuZkV61MWSJzeKCv3FMxjyjwqP6/AOSCXZhb2CFXY8wo8LzNeet9GVb27yf+oFvGAl9UdZucTefy2XG/fXKe7ZIH/h460YC26Qst7L4W43vdb9Ye77gVgEAXkOhL2eJdnb3WrZAlQeO9GVqnLhrsJ7qLxDY07nCwFsG885xPkcHFng+66UQP1EZZqtSuzbgt5HqhAsrZtnndkkyi8r3AQSlo7GE21XmeHFPYJ/HxGKh6iyalRgIyjzKPlvrwWbJGaBspCX0lKHX2ArLvC/t42tWMzH3Gcf9rG67DVHRWdNrIzHqPTTB69JV2KpVMDrnJWX6G4H99OOrcIyQWjtKKSsA1y/qwFrBMuetAE3J4loyi0/qK8Oa9r2uyFgqqeMCgXkfIz43eYx/ys8887xgYw4qmUIrMqUleTEECm3K+tirElOSQ9lndfotdJvWqRQ7rRx6vdims0pMtm3Niq1zZC1Xuo61zDL22qYqMtk2NSeBTnHB3PdUKapU4piWQiusJSrx+dL7kY27KGu9pDMbd3YaJ1KEuForOic0T0mrkrHCWJ1/f76VxTfr0TL7HVArgH7NsRB42Hb02sjsb/sS8gqYvkwjn8BU1oqIBxemfCFwzv0Ekn2YiFYA+KBz7ndT7RMRERERERERERGx00FIJ3B7oG3tw5hJYrIzdmZHIvZcrBnni23/9eJnvvBgX1YR5YOJFZyVduMHXuvLau9k/+/HH8T+6muMsokyQ8ctY+byN38N/u3vOfcEAMDnf8vHu/jWDb7s8CXMRq4cYEWUZb2dzJcqmjzhgGDJ+MSvbgaQ9rNVff+HLuAxPPZzV/myn77uZADAcINZn6ccEvzMS2JZKIvFZNucg8J8vJzzB9AQM/ZzjM976cCjAQB/WsOxA49aaNhIYTHnd3Hff31bUNO57X6u/6pTOXZg7WCwFKhyTU+FL+WqYa1Gpe83i2Xh1OVhPpbX+Di3iuFjUVe4FSghrdlbrT/w4v7ApgPBKmCP86gVAwDSDGJWK31pz+Q+82opAIK14LP3/x4AsKQYrDGbCjVpk4+zzVgd9u9jBlGZx1ozzNmSHhmDqNXUk6Cq0+xiy1ANgalMxtjaUxjmc9Ic6FRyGhJ//fkmG3dPk0OqJuZzbErLMGw9Xelbr64pAGjLWtD1bPXl50u6Y+9DbSZPV5NaBiyrqQo4Pl+CYb31XzUatM2vomYn1S40yawTYW7Vf9kZXXSblZwbNdaDOlsFE42/qIdzQxPyvzL+5WCN6WAlc9jNZFziX0xcyGhr8l95Lcmq1gD5fvRe7UcKbS6FrB99npKQ1rFlaklQkttaKjVvRCmjgGMb9Vr85th6nFw1nYxiUZ6Km0+Ga6xM+p9aMOzZ0LWmynD2zKgik7c6mDHooXU9WitTvcjn3ucAKATGv1lP50RInWHNQJ+TnyEbI+HMSda2tC95AZN58Qg+rsR2QXzac33yk/S1T8bq5td0HgPvFYS0M52Pbz6+wBzXYQqFI7UsqLXBroW8VOKKvKzHuw0EKsxSDME+/kYw06BiAAAR9QAYQE4MgnPungfYp4iIiIiIiIiIiIipQZhS1nXGbe3DmNELARE9D8C7ARwxRbXZelWL2I3QvAIAMOeHHwEAjJR4uVQOCGw+HftYAEChwazfnCOCAs6tL3w61+9jZuf4L3zfl10lLPnNG/nzMy88wZepP+j9qwb5uFuDZeGJR7JlYHmFWZXxVljC/d3MKP3t/k0AgHuHgj/35d/k9Bj3POwpfttaKb/gWczgnnT4Al82t5fZzwsuvwsA8IKjF/kyZVFUpeZjF9/li157Ksc7LBXf5xUf+S9fdtsE+zyfKMpFNBasAK7KftUHzmF2+LJ7w+GecASz1qoy9IwjQj+PWdqf+vzz3SFp+BcuXQUg5Dj48hWh0VeevBwAcMgA92XjmPF/zeh+W3359UPM4KpqkM1Iqnkm1Ef76jVBYUnx6JU8Z7V2WF9qHblnM68F1dEHgGOlzRte9xoAwFFf+B9ftmac+95TSfs2A0BXg4+9zfG8dlVCPMmQWFXWN9naNGDugt6/umSygJZ5LbiS+KKLzzwAJMJ214TNHOkLeTFqDfaxT4Rr7BsNqleFEV6jDckKXdxoQrNUfWQur6VSMajiTDguUwWhAZPFW9n/4Xone6dljYw6i4wQQGCTK2TWgjCHxRw20teROShuvd9va96/CgDQ3jYIACjMW+zLkgU8LlXW8jEaCJrs3jJQD2WdBzZ8lGRvbct5tqyrQ1nG0MmW6zSo6pPGswCBRbaWLv1X4wWsxVGXn+Y2yMsqnPddrTd6TmybWcuAfV5RdZs8Rrua8W+3cRO6xvU4NtZB5yY3qzAhVd9aObJ+9/a7t3zo/aRg50VjFWSbebDzeRn0uGaAOn+6Km28jJMYn4LMVoEyk2/GQjnbVNmqYfhOnc8hm3wBaStFm8yjT555QZCNK0ip+GSVgGyZZoDXa7EQbBJeSUv3s/EFXmUoc3yLPSjzcMTuw0wyFZ8N4AIAtwL4bwCvke9FAGcDuA7Az2e9hxEREREREREREREdoNmzEOzjJoKZWAj+EcBNAB4KoAf8QvAV59xFRHQ0gEvBqkQRDwJYpYuu5/4DAKD5a2ZnVeEBAIpb2Fe+2ccMYPmZb/Nlxz+c2fj7v/1VAMEfFgCWC/N76DxmcyzDs15Ubf7lpQ8FAPz5rsB6P+6AAQDAkLBHC7uNj7HglzcxE3vB/17jt+1/6lN5XNsCa335b64GAPzzHGaAb17byWi/4dQDAACjY4HRbjhmbC/4Ox/nWTnZgS+v83w8fHOwHvxpIzP7K+V4j1wSfPqHWsrUM3ujcQMAcIDUV3Z9QV/wec/ilBUhZkFZrd/ezpaI45cP+LItYhH4ze3MVB+7OLDeS3qYUS3npINXRm/zGJ+jVYOBwdWYgxslG+6p5niqsDMgS2fNaFhDCzybKdr81XBbeuX1/wsAeMPyMwEA7zn+I77smFe9HUBYe5ZZpWE+X72qDFQM4+sXVt1JzoDN453qIP3mzqiMY3PuSq4zEfIQaDbnrhb7zLeN77oyeckYl1lmTlWdkrFB3q8W1oJaD8ioVylaxNeNKpxYXk9jKbIWHiBYDZSdtYpM+l/RM4jhOlXN/oL0pbj57jCG2/j6qW9gi2F9MKzZ3tMew/vN4xwWzfuDJymVWVGMSrzOXNeAL3NFWRcaQ2CsI5B4JR9nYAIJNW9H0zPHYQwVGaFmk7bkt7K7qoyVcqFWy4mZyHomsMAqzXilHMmQm2af+ZveA22ZxgBUc7JBuwyDnjjDUDttm/swbswODc2JkLFaWCiLn5eNOM9XXrMya3+td7y2ofNZyLEQ+JgFs58OVetY//qWnEzNDJ533tSabBWINAYn79Euq7pkx6mWCBL1t4LJIKzzPqfSeU/M5i8AglUwF1krgH2Y9RYBDeQyFjLNHK9WtEKnilJHPgLbvrcemDU0lVpQ1mowDUWi3QECZi0x2b79OrCdPAQZHAPga865cYR7QQEAnHPXA/gigHfObvciIiIiIiIiIiIickA0e3kIpgqk3gcwEwtBAZyADIAX2+435bcAeC0i9mpsG+VTa3Xi19SZiTj0kc8AAGy+IPjFr72C2f8j3vwyAEBxv8N82fjSYwAAXW/5BABgyIg+H3DVNwAA959yLgBgwPjuXn4f+xZfKEz/GYcv9GUXXM/bzjHbsvjImUemPgHgIf/8CwDAP70kiGVdJO0rW/Sb1z28o61f3Sx9WNHntylL+NyjuA/nXxMSdL/0OGZEj1zArPJWCn1obWC1pA/+/EY+3nnH+rK/rmV29fD5zP6rohAQfIStHv10cNyyAQCBua8ap98/3c2s9fFLeFxbxoLPdU9ZrBWjzAoXzE2yX9j7Xqlz27rACj/qIGbHD5REEPcOBdZOWf8E3Ob+w/f5snvAMQ5qkRgyPvCrazwP5z2Z61z1+T/6sscdIfkjHv9y3v++v/syqrIvuTLxZPTsN4tqlmc6DRGmvtPOsHaaodiVRZ3IMHONGltk1M+8xxlLksQVJKLGY/3wC1t5zZD4yLe75vgyn/1YmPC2YfFKFW6zlcOa+v1lPJZp1nHpWifL/ql6ieQAsAolpbpYN1QJaCSoB1E3r52KWAEqi4Palmf2heGkRSELuJM8AlA205wbn6FbcgxYC4HGGrR6JUeIOUfNrCSQmTPNaVBHp5JQpZiewHorjN0z99YKoAo7pPVDW2p9aci5sfvpJaTnKy/rbjHnXFLmAaVpODyfodh1xoV4H/s8ql/bRrpPFllrABDWjmfzTf1WRvHIxmkknr11qb7ZelmlJSCtDpSFxl1onWI5rJNsToOCVb/KnIe8OVdoXBwAjCW8Hm38gw97yFHZCp1pd5R1KPqkmHe59+VlFS6mLQL2nuZjZrL5OGCUhHKyEfv4BZ/YxFhZp8iXkDvWiL0eM7EQ3AdgBQA458YArAdwoik/DMDkmZMiIiIiIiIiIiIiZhOzlql438ZMXvMuA/A4AO+R7z8F8GYiGgW/WLwewM9mt3sRuwr1LawQojzLWDP4qd8u2YTvTgYAAEue/35fdsQJPwUA3PW17wAA1lwZFIge+QtW9sEcZnmX3nmhLxvfzGz5iq23AAC2VgOT/v2/Mnt81rHsm2+VbA6fz8zvoPh9n/+7W33Zc49hpvLgBcFfXHHdv7MP+kd/f5vf9upHcHzAyz96EQDgA4870JdVa8zE3rqJ33GthUA16p0wNqcYX3nVwlft/ju3BJb8EfszC/yyg8SH3dyAjl/C47p+Pc/1/K7gY3+HzP+ibmZPh0eDX+ml97I/+xMPm9xiMl/8oy0zt3KAx9eXk7/A+wELa6SZb4GQa2BZLzNmhywK6j1qWVjZxQeaaAaW6rbN3Ofexcyy9/SF/iYuzXRqDgEgsKBLvvUtAMCX5p7iy47+E/uwLxOGuiWKVwCCUo/447erYU0sn2DGv9XP6+ue0TD2+ZLZuLgl+Lwre98QDf6m0bymdlqhp4EQ05JkfMITo06kqkJunOfTMjOqsKNsuWX7yk2ex7KsnbZh0JUh7isoA5mSj+HPZicl6hVKRPUnMcyoZtP2Ckv9QW3L7ccWwKbGWJj1pUxxK0fMv1ScSPfPKstIzEJxfFA2mDiBcjoHhjVyqP+3y2M6XcrDNc16S/N6jqqJZUhl7JbdzXgZ21irUSFpsxmLgZDhuZDDrGpsg1N/eLO79kb7Z5n3MNRO5l2v4Tzrgc6oxkakrBVSTddzWhEov05qnOqHbywbanXRbcPG+qxGS7XUlFxgpctynWleGWssUbEfHac9D/4cynmvJCYTtng7j7ui9K3TwlMQ65Rduy2pt8XEG+m4Fkh2eLuufNZijeUwuTZ8rgBR54LJuO3XWp6/vljWaIpcBRrvlMqMrNYDjXUolLK7hT4Zq4DLtD+drMa7BUSzFkMQXYamj/8CcA4R1cRC8C4AJwF4n5TfAA48joiIiIiIiIiIiNj5iOz+rGAmmYqvBHCl+b4BwHFEdAzY8e0m5/bUV8iIPDTWrwpflJkQtsL6jSubrLBsDE4+BwAw98RnAQDmmxfs29/6AgDA2EZmQh7yr2/2ZeuezGpEKxwzuN0jQaP9A0/mNBdXi+rPK897ry9bfcnnAADHv/bbAIDnPOdkX3bjBmZh8iwEiqHR4Ct/3Tpm19f89TcAgO/eeJove94hzEaOiT/7HYNhvxX9zAg99QtXAACedcr+vmxBF2dlvmrNIADg7EKwYLTnrwQAuEQYX6P20CO693+8k+fjMQfP92X9VWZ0Fg7dDgAorAixB088rFNlKYslXcye3LApjOHJhzPTe91aZoUtuzVH4jnKwtZuNHO2pIe3XSr5Dt5yclBYWjOq64I/DzUC/7qcfGbXdmC9l935JwCAW8rxJ/+fve8Os+Sorj/18uS0M5ujtMoSyhLCQoEoQJhgwPAjmGAwBtuATbDBYEzOGDC2MZhowARjASYnCbBAAQkJZW3QShtnZ3byzJsX6vfHvafrdr/e1Y40K63Yvt+338x2daiurq5575x7z2lUAntAxRsiXxcNBubKa9vey68AAAyeEupDiLBR9adeCkwGc/ln1Vt0wJrhKkLmjP6902s3ijKvLIpcVXaDo2fdkokwLq2LyhN194GgKpTTvjTHgydFc0adkdfIexAphwCY6loJILBUthagAtUpJztiFUqYP6x1CTH1njzVkJQ52XFnOKyq6kJDct3GimBBw2dCFRhLBhRzcTUXG97JtakrbzG5oqLyZEeaKbofUe52ilpKhMwadJPj0Z7Xfhq9+Jl6IlfeIo08p/E0KJLByJH9MW7cemg+gc4DQF7HvwJBeedcmP9trOtoJTei+qHIYdeMx2zCMbg9xTWZSkIjM2GsBtr3/+GJTEQ+YrdCG++nFDGIoY2uwElWTI6Tn5yracwC/6bM+HAPPUrfJH0TbPCWLTsyET0umdcFH67XXlAvHf3/jLk/nsJFY27YEX3OVp2roedl/6qmExy/sv49zdkPrPyYlKgJAExdANehhkHs8/tnD+jfkVp70HIRM8cbiXXE9pO76TsVqxvIPur9Xsb9rgzx3t9w73tlkUUWWWSRRRZZZJHFYobLfAgWKZxPas0ezEHOtQMYQMroee+3tR6RxYMVZ555pr/mmmtS2+ZmQl7jdCOuwDFqnGsn51Ubf2RG24K6wXbNDX/4elFbuVbddAHgpBWSd8/c8plaOOd6ZR1OvPJfAQC5J78qaptRxJFuwddvD+ekEs03VSHoVecGZ9j/vVMUUJ5+cqsvQFrcOSwMwf/eLvUMd+0NudNvuHC99l0WmuJkcGH9yT7p1/GKVncYZI7IGPNkV3aZfPiaoK1fv1OUefraQhuVeX6+Ve5hZXfIK13fJ21HN+WeC8uDYstC4oYdAaGmqlOn9t0ibETBiIL+eEs4jijkxUcHt2QG2Y1P/N8WAMAFx4R9ztP6iWNnBX32Jqc/qYKRmwlKNrVlipIT7b7xJ1Hbdf/4bwCAvPbplL//86gtt/o4ObfmnTuTw9voEbR7tKEMgQ++AhEqXDNOyhH6nFAHAVDvWR7bZFVqOFdLY+IQTfUgAMjNTehPHdtGeDeoxZ+bM/3SiGohyCwYdSKi/k6Pyxm/hNy0MDp0Dq4Ph1qf6nZZsmvTMsaVgSAeV9pwIgCgMChj1hwfidr8Sh1jZTtmCyHHP3KZzcfnkg0iqwdUwkn5+0QUlfUGQEDSGTYXPan0EnMx1nxqutIWU7oSy/8musoPIAZtZY0JGYKcvU5iDtm+Uw2nkZO+WGaB/UnzEeB15lIUpzjuXIfser6yS8fBtebfR2h+2jjozyjX3ubMJ/adT+lvhMDbc+p/pmtUZmo9J+eJHQMyH/QUsYwEmZNqvZWRSPoIpI0rFbms0h5/a0thvAIbE7ZFDN6BFIh0Dtn5GC6YUgeURP8NO0WWL40hYA1SjBVMBNfeNNfkiLWIuSbLfKp0913rvbfiMg94nH7sBv+rT75zUc517kv+Dr+5bfMR+61gIU7FOQCvA/AXAJYdYNcsmSuLLLLIIossssgiiyweIrGQlKF3Q4qGbwLwdQRPggctlKn4GwDPArAB4o9wG4D3eu+/kdh3BeQeLoE4Ld8E4D3e+6/u59zPB/BqAMcBmIAoKP2t1k4k9z1szn2gaPzuxwCA63vEAfiYgYAYMBf2R5sFnd01GRDSS1Xzf9s+QdBvMCzA3glBQNYPCjpoUaN/+ZEo+hRUpeYo44b7aD3nKU8Q6wqL4HYkkAzq6dv48BWi0vI33wmqQb3tRNjk/89McRC2QQRpWO/h3z/wmait0XwBAOANF4ny0PO+EnTz1y7p0H3k+H98/DFR27K8jFt/XlCVbZPhnj/6C0GKL/tf8SG4/sOXRm13TwpK9O0bRJ/+H58QcrXXtytyvlteuepEcMMtdwdn4mTcNSJMxIqmoMPHdYT8+18MS//+YIncw5izCi7yDGc1gfixgwHBsk68yTh/w0Dsp42f3ClT+9g5mV/1O66L2orHyHzElNzfHUNnRW1HqxpPdUjqC7ZufELUtuKcH8q2H98KALjmDf8UtZ152dcAAIU9Mj8aBtnGndcDAAZUlcgbR9KG/l4wCBtz6yOVG5P7W5jco+dQpRGjCFQYkeddGzwaQBwJbOg4es0xjhRHEND8er/UptCPAAByer3ofubCcdGbpwxDfd+eqG1+t8yrsdulTwOnBM+A9pME4HMVmR9+Prz7uSXCwDVVZchZ91ZVcIIyOu2doe6lWVFVLgL1MeRRFWz4f9+KukZhEdJEfUDeODnnqbpExL8Z/rSVZrWfpfaWvhDBLUZrjtH5J3tj+uCi4+a16+E6xeT5rZeFMlzc3zrrzmtNUUmZgpw5J9lS4tg2jZ6oeDXhUA0YR15Fu5d3hnMSFbdsFqOSgv4zeO1mWmcSm6wvRKTApZeLMSCJ61g0n+xGVDNi9uNuSQUjAOBtEbm3zAmVsBrJezHB8RlOqbuwGRVkAPl3wPbB1iDJ/2eQDK/zJanmI51WV+5mK9MV5hda21Jy+6NzqGKXVRmi0l3T5/WUrT4EPq0vh1sslsrQER4L+ULwXADf894/4V73fADCOdcH4McANgL4NIAPAugAcDzUL8Hs2w/gFwCGdL97ADwHwFeccy/y3n86sf+rdb/LAfwVgFUAXgPg4c65s73304fjubPIIossssgiiyyOmKBT8WKd66B2c/vLtZ/23ncm9j0WwHsAXADBQX4D4C3e+5+kHP+gxkK+EPQBuOxQdeQ+xEcAHA3gHO/9zfey7xsArAfwZO/9twDAOfcpAFcCeL9z7qve+yndvgTA2yGKSo/y3jd0+9VQ7wUA7zzczr2/aDabkW79nmVnAwA6FAH5zc6APB6/RPLUz10l+cDX7gwvBl1tv3uN5B2X28K02b5J0Mz/0dzKzkpoWzYgCMhPLxMVmds7A5r9698IQ7DvqZKjfMnGgCrfo9r95ykge9ZbfxC1Xf2WxwIAjlsuyPtrzg9I5yu/LvXt98YMMB754o8CAC597iUAgN61J0VtP7lS8qpPXilI5/REQPS2KiK0bkjee5tXWi/KtnEVyl7RFhaqRx4t93jcS0QZadYIt8/r79/5508AAO64+alR22/ediEAYGyp6L53Ng74yKNYOyB92Tkmz7LTJLmeMEhESeZA37zJDYc8t6KqyNg8dfozLDRYczC/V5D+ykmPatlndk4Q3w1jIb+9WY6tregshXtY8bJXAQC2/PBlAICZvQGVm/9fqU3BE14KAChYVOwoQcSrZZnrJYPWVrZfL203XxVtyx9zmpxDUXIi9wAilY7C+A7pr2FQGlpfkFckfaISEPQu6uwzD9ggj/PLT4htsou0z8nczvHZ7AklWw1lBLx6B1gVq2KfPMPlT5N7z/cFJaeoz1QiMkhgUxkBX9ZaDLoMA3BV1iqol8LMWGijQ7Geq1kM7NSB/ng323r1OjIXIl11E2lIpU/8IY/VECh6mKu2vjdUbmFNR8xzICW3O/JjIEtkGKHICZbXsTUErO8gkmmOy2s9gdcaBKskxJx6sgGzJt+f84Oous3bdwnU2X562TMtY9Ol75JF6aNTpOTtM7r1OKtAlFQ8supSPAXRdatgx75zDbX3l0T4C/nW45J1FIBRJfK8B9vPuGqTZSRYr8HagaYZtbr2xZn7Yt3KbORMHa4TzVtP9iC8N4xUXf8DofCJZ9o0viYHcj+O5iVrAWKKR/pupL1TSW8CM58PN08C9+DIjv4cwCcS22KLhnPuKIiHVx3AewGMA/hTAN93zl3ivf8RDqNYCM9yI4Dlh6ojCwnn3DoIUv7v3vubnXN551znAQ55DoBN/FANAPph/KMA+gFY1uMpANoBfJQf2HX/bwHYDGFKDsdzZ5FFFllkkUUWWWRx6GOz9/4LiX//ldjnXQB6ATzOe/8u7/3HAZwPYAeAf3bu8HJCWwhD8FYAn3LOfcp7f/eh6tBBxuMhX2Zuds59HsAzAZScc9sBfMB7/yHu6JxbDmAlgP9MOc+v9OdZAL5ifgcEhU/b/9nOuU7v/dRhdu7UaCLoI/9Q0fzrtQbAusxSAegbmsN+xS/vitq+/LoLAADvVqbg4ecFhHTvDkFeN98k6OSSlcHR97FniDLJ2GMEEV9u/AwuOlYQ49NVieiG3YGteN93bgEAXPkFcTp+y/vfELWVTnsRAOCV//AaAMBJf/PtqO13739S6hjsLyZ3bgIAfPF94m3QPhCYhbe/ShBsIl05g6KN7hYE8K8eLWo/ZAMAYFJ9C4iC/WRrUOgpas7pk/XeLTr1vdtl/J73+r8AALQZd+Dr9gro0F2W53jCsv27EqcF3TVtviyR9qbWDjhTt0F0d58CSjYHN2SQ7z+I9FvhF/ahX/PMq1NhXMqdqlKjkGOuM+AO7XMyZ6nUU2kPz2ikW+o7HvHZ9wAAvvbIl0VtV71H5sX5j3k+AKC29NiojTn6paIwA87kou9TFqbj9lDjUF9xYmw/auQDQF7R8UaX+DrE8nN/8z35pU3GuHd5YLOmBqU/xVwcAZaTxdHgPuPQW60I0l9S1iZfDm3FFXL+Jj0XUv7WsGahYeoSXELRpNFtcJ+kq6nRRYei/qy7iBBIcy6GdT+OVE/IclTCmhH1hWhoitcAUlRPiGbmNFfbIpjUcvfFlNnLWoBSe0sTFZ1SWQNFJKksBJi8/S4Zfzv/o3qHFGSVbZw7eYPWUo2I76BF10kkNFKUmIiu01PEHra8U65D9iENXZ9NUS5iWGYz6icdu5WFtKUByTx9u+5FNRku/n977cgZ2bQl6xisUpJlGYB4PQP3ox+K7Vs1wbhY5nded5w0a31bMY6nxhSI6gmkPg35T6sdiNy7D/DRjMeZ4+lYTh+OmJIWfznQOaP6HPNstL4muT4cduHc4tUQLPDzuXOuBKCUlqnhnOsA8GQAP/PeX8/t+vnukwD+EfIZ7qrksQ9WLOQLwRkA7oJ8CP8GgC0QQzIb3nv/tsXq3AGCf93fBWAvgD8DMK8/P+ic6/Xev0X34SeI7WgNbltptt3b/k73uf0wO3cUzrmXAngpAKxavTptlyyyyCKLLLLIIouHfDxIKUN/BMnqyDvnhgH8F4A3ee+Jdp0C8cDbHwAMPIS/EPyD+T2Z2sLwAA76C4FzrhfAqxbQh49470cBMHmuBOB878Xu1jn3FQA3A3idc+7D3vt9AAj9VFvOBhAatPDQQvY/nM4dhff+E9Dctp61x/nnfF7Qzg2a8/6pd/xTyzGnP11chQeHBHHs7A1o2ueuEYWdbVcK6toz8Myo7Zbvfy12nme987XR79/7taC6x2wQNHN2PqAkZ64QlJVfyD/846AW9OkXiOrMccoQvPVv3t3S34/9wwdbtgH7Zwie8kl5/3bvmd7vPuvODk7Fm/fKfr/bLu/2LT/7RdT2uQ8JEr1pVPaZqhpET+GY8aogNHT2BYBjVJ3oul0CJpy2LDA0f3K6fLdbf/FftPRr6L2vBwBcdJSg6/eMBjBiVf+BMuUkiNZ1Gw3umnZ0Th9Am0Fiidy2KV4XQ9FUx55o5tbJcNwq9Vzg7ntnwrjQz4FoXd7osI9OCqq7c0r2P7rLIJYdS7QPsq3LQI9E65oDoiGw+viQo//f/ydzdu07hF1a+q5Qf9/oFNVkDodFtrunhSGrX/zCaFs+oSQUqc8AQfFmUjwibA2BP/F8+bn5N3Ldu2+N2krLRMOf+vBtRn89qfBCFRoAGFemZbYu41muBEygmHCQtQhmEdTil+MKxmeBSDhdjNNcfiNNctMvjhtdl30uMCfQ81NdxxlGoqmMSeRFYRBuKjlF6KRhFohwkmGIqQVR319Zi8J8eEd80hHW1EGQGSCj0DRsTNgpxRmWjITN98/JfnOKQlOFRnaUcW/kWlmKnI+jug2j5MR5X9DnZ1P6mddOdsnWAhD9J3vZZ4agoxj/8GRKwjBVi+ffW9SbzEAt6e5srs1HaRkvKhfN1nmeZstxDWUHbc0CkfpmSh1DVJeg/4/VFzTj70+aMhO5aqsaxOwNssLdpdAW6gpClBNMglW9iljHyPsiJUef3gGmnqSFSUjxIfBJfwB7Du6TZPZMW2qk2GQfkBk40Lke8FjEomK4GKCq8Qn9TGXjKgBfBXAngG5I+vYrAVzgnDtPGYP7DOo+WLGQLwTrD8H1ewG85d52MvEFAKMQeVEA+Da/DACA977mnPsigDcDOBfAdwHwL0qaKwdXXqsJZvePa4e17n84nTuLLLLIIossssgii/sYFlA9wD7nJDZ9zjl3A4B3QMRh3oH7Aeo+WHHQXwi893fd+14LC+/9VuA+eUVTFH5XSttO/UlplB36M+2bGLfZb3B2/ztT9vdmn8Pp3KmxcbAT3//zR8S2/csf/UfLfh+7cgsAYJu69Z57VEA6kwj93b8Lok7FDkEFa9OCmr73797Xcu5dpz0aALDuxJD//UbV4n/eOVKP8MGnnRy1Maf1X//9HwAAP7016KnvUbWfPdtFFeSm7wQ7hlt3y7b/uVnQ2jdcFBx9/+cl5wIAvnlzmDJ/pIeyRuFrP9kUtX3nV6LesulKYRYaRpv9V1slB/1nN8i5LjkzPKJZrSHYoL4Mpy0PShArK4K0LG0XVH/UyF98/XdpU1ni7a+THPkV/ybfnTcOBASRXgNUFLptz0TUxnzjtT2KbFvVFEWnJqqK/pj8ajrHcnGw+JxH3Nm13wCeMzUio3J8dzmgNswxjsyqDaBDpHGoQ644Z/I4K4q0RbnTBi3sLqrvRFHm6umvf3bU9t2nvR8AcMN/3QgAeNJzvh+17dwo83Gp1mTMFsMzalM0rLz9htD3bmEUqOoRy09XvXE/p0o74bYiPX/fLsc19gWbkeJemWsjOdH5p3M0YLTg9Z6ty2wtUn+RPgwbFoaMyYa+VmWeBpVo9AG0dy4NfVGVJecUX0jJoyUaGXOYTuQ7N40iEOsYiuOyRDX7gqM40XXmPdsc70Zklava5+WAh1Sa6vqqx1k1nkiPnprwRp2Kc49XKZaMUo8ii3QRt+ekJrs36KNLKDE1TA0BnOxXyXs9Vwi6EKdp/5fyyh6QUTAoLetqOCxpOf3zifsDgLwewHdx0gDPeSfnJOJvU+HZPV7GKhdxzlW0n3H2QNrIHlRMG9WI+JjtO8L5zOvaucDzK7kYG08+EY5H0yoX6XrSjPYJbWQE0vwHIsYwpSYjWtOMylmkZNVMqPgALQh6rH6FDBXRfFujkkTjU+pkiIbb45oRm8u+Gz8NF28zZGRQ50rxGuD77aJ9DSN3ONUTOCxiDcH9Ovp9EID7iZAvBA85UPdw4n0WEsy5WpXSxm17AMB7vxPywfnclH257Rqz7Wr9+fCU/c8BcBsLSA6zc2eRRRZZZJFFFlkcMeHg4PL5xfl3P74ReO9rECCXuauLAuo+kLFfhsA592YI6PAO731T/39v8UAVFV8BKXC+1Dm30nu/HYiqup8PYAzxQo4vAfgb59ylRs8/D+AvdN/vmH0vg3gcvNI590XjFXApgKMA/H2iL4fLue9XvPLh+88I++mLRdmHHgMnrQy5wm+/5PjUYwDgUR/5OQDg8Q8T1ZKPfTbUzhz7eNFaf9fXBMH95EsDA/ere4RtmNTc/DPXB/+Cl58gDNuv9wnituY150dtr7nsJgDAU06Vd22bybUnSviEnn3RtqmfvVfO+V2pdXjxk46L2q67a0x/k+9ek6Mhw2t1v/Th5KOkXw9bEcaDdQEjmjD7O1Oz8A5VcHrkRlkvagYtfOdb/gX7ixOf8AzZX+/hJ5vDPVywToiwm3YKM7CqO+SOVtQmdlohusn5sNi1FTSnPNLJNooaiZxdqyqypCAsQ17znC1ixvxfHm7VSwYq8bxXb5aevdX49TqKBvnKqyoOVUzmwr1DFZKiHPsL/yRqetX7xeF46/evBwBs++KXo7a1rxXmaG9+nfTFol0leZYjPWFelxUR7VMEeJupm1in7AHzbOk5AAQ34cKQFPbn2kJ+uh8TRqhnudQ/2HHcpTrxg+0yDl2mjTnhRD3728LzHo3mnMz7k42KGNVmeKcWiS0ScdRc+6ZRnOJciPBNq2xCdSC997rBl+o6t+dVMcrq0jPoRGsRaqLJvE/rOwHtV97H9wFMDQa14c39tesB7F8M3Uy4JOfQig6zn3IdrWPQ/xcNbt1U3JrT3pYQJN8pyw4Otkvft47Lu1FKoQE6Ne/fNpEZYFvF1qEQOdfLdhsd/L11mTNVfUZmGCN0nb217z7bCCqneSIENDqcM6mCZMeCbCT7YgmUpMpQ3RzHxxbVIJhr1BKMiQWP2xPKQPY98HrB6TpZuNDGPhdi8kmkPuIO2rItUQtg/88Opfh+RK7AVJ4y9SRIuHHHmbW4Y7PtJseGmywLxkHiYy5atoK7JB2SAaCWzHh+EMNhEY3J7sehzlUggDQLhm+EpAulAcCHJah7oJShf4BMl/dAFHz+4SDOt6Ci4vsa3vuGc+7lAL4F4Ern3MchfXwhgNUAXmwdfwG8G8AzAHzROfdByLeyZ0MqvF/ivZ805x52zv09gPcD+JFz7kuQb3N/DeBWAB9OdOewOHcWWWSRRRZZZJFFFocunHMDtnbVxNsgn6m/BUTyot8C8DTn3MO897/V4zsBvATAHTiMFIYAwPmUfDkAcM6tBULtAP9/b3Eoag32F865CyA5W2dB0gqvA/Bua+Rl9l0J+YB9CYBOiBrRe1KMJLj/nwB4NUTidALAtwG8wXu/J2Xfw+bcyTjzzDP9Ndfcvy+h57/vpwCAlz5KkNVHrAmI+K4pQZ7aFaU6dWXvQZ3zLd8XxRXmj3/iM0HF55/eIM7B5QKRr4BMLGkXdGRllyApaWjaz7cJWv7KD/ws2lZu07xjg6r85n2PBwBsUmfkR/6/d0Vt9aogIJ3L1gEANp5zatT25qeKo/HIjNz7kFESOm2ZoMC3jcjxu6cCMscx+o8rt7b0ubMi90Ulpq99qJUx+Oi/Sg2BRX5/uknWpXPWCFNw3qqQ4z1FTwQdY4vMEXUmyjRds7m7un+KeglzmvtVmmTa2JVS45sIXY+pIeBzIoLIvtn+MWe4adakYlPHjyiXUfKgJv5sm9QQkJUBgHXj4mWx60uiLuQN9OgV2Vv2sr8BANzilkVtw9NyvfVGZYv960zRWGd0TgrzW+8NWYw5dfKlwg7VeGz4Qmt66YiWoPHZWJSc05fPcngm1IXQS2STsll2nixT7XmivEXz3pRr0j/mJM/nW/vEvUvzBoNI1BBUi4EBIYNBxZ20MeO4WpR9gibL+n+L5xKdnU9JAOcc5WXs9SL1GBdXWkoLmz+edD8G4t4CQHyuNhLPJo35iFx0U+5hvNps2VYuxN8Ni4TzXP3K/lgSgmPFfSxbxzqG+UT+PmDfU/a7lSGgepKth+B7zblqr8dxIOJukW3+mlyr5L4Ksb7YIUs6DacxEoGBMnNdx5OPxv794HNL62eXFjJ0FcP+uXnFHBXht2h+tE6lqAtFDMGBlHp4nKk94FrBepQ5y9DoT96O9bvi7ecTtQT2OEYh7UXleeqhNtbNyTpQHlx9rff+zP3fyKGPM0481l/19U8uyrnOfvpLcO1Ntx2QJ3DOfQiC8P8UwDbI57InALgIwK8BXOS9n9V9j4Z86K8B+BDk896fAjgZwBO9999vucCDGPtlCJIf7B/ID/oHG977ywFcfJD7bgfwvAWc+zMAPvNQO3cWWWSRRRZZZJHFEREOcA9sUfHPAJwA4AUABiB+XHcAeCOAD3rvI9TKe3+nc+4REFD3DRCp/N8AeLz3/keL0+nFi4XIjmZxBMXV20Ku9s9fe9F+97t5WBR9zls3sN990uKtjzsu9n8q6QDATO1xAIB9swIXPuuk4MxLFOc9P9sCAHjbxcE1edecvM3r1RF56yef1XLdxtbro983q+79zklBPt72juB0+9pXvh0AUOkRV+G7btwStf3sZEGU2xQ1Gjc+BHeMCGq0a1zWhF/esTdqe4o6N48oazA2HLLalqvD85Qivp1L10VtU7u3AgBedo6QdDfsGI/ado7JdVafLOiRRd57tE6A42KVbKI8/4QaCWBcSmkMm4Jm7pqWfvYaFoCoFBHBWJ4683NrrRrmDCJe7VYGQ1G03MyI/hyLmpo6Ll1LRL0qtzwoVTXnBY1f8ihRFKrvCM9v9IbbAACTlwl7sOb5b4naiKJNmrxx5vLzfmz+N29xZbcwA7PmuFJeEPouzeybLwQVnhKVfYi6GbSwTXP5CQDa8efZOxSprFfCEk6VoUeu7QUQVGGAgGzzTBYJdFWttVFlnnnjCZtEDCfzgXXohMzj3OwYAKBoVIZqidx8ex6iyURymy7MofaibIvQ8jQz1xRSO2Iw8jx3aGuryfhTJcqOJ3/jJut4S+8M+gTY6zCm6615+wdCtLltwsyT6D3TGyub+U/fiY4u2Smu3uP1p/x/51Rgi/iuEx3vMMg2VY1Yg+Fd6Ggyb98q9EzphVQsLcZczSbYwXzKcyNib6fUNFF8qmAZZoF1BW0p9SdJZ2NLFLPPrMuxaw3XH86hKcNwci+OcYeheFh74AxKHmn9M+/eta5bUb2Kt2g+1YJ0Q7OVGaIKnE9hEdLMdJNEeSzzI4UZiJr0J99Ju0tLPY11DV+sD+CLEm5RfQjuLbz3l0HqQQ8qvPe3APjD+9GpByzurah4ofFAFRVnkUUWWWSRRRZZZJFFFosQ91ZUnAx+ZUx+jfK67QEpKs7i4GOyWsdP7hT982MHRB1nEIKYlfqW7fe4gfb9T43rt49Fv/9ul+TrM7f/3LVBEWjXuCDgy3pS3D8TMX9d8Eb4+WZBg89YLsfdsjfkjR8zIEj43120HgBw1e6gdvAICApcXXHSfq/T6An3vLws93iblgc95+TQ9oKffwwA0F6T+6tXeqO23YqOE12ybqVful5yyX94tVhl/PtLzo7aNo2K5PCcHr92bTjntz76b7F+/tGrXx79/sXnnxVre/b7r4h+H9J6jv/6rSgYveLc1VHbT+6W6525QpDRpNKJDYvmJ9G9tDxb5tNbJJ27pdV18DiibhZ1Zcypw2jNdlN13oudwtR4oy9f0BxeX5X7LJv8dubb5taImlVuXyjPqc8Jsn3rV0WI7PSNQYHo/7olA/HKzaPRthefKyzUmm4557S5531z8iyJRlo1nc6m9KvaLQyG9RNoLwoKnzZm7UQ/1TfCqv6MRU7FrcxOr9Z1EPndMx3qV1Z0yTlYH2Jzw/uJcNK9uBy8cjgvuLtFHsfVk6JX85ytg/NcoRdAq8KM3Tafwk6R4Yr+0JhpQsHuwAaEsa4m8r4tKlwvC/sWOcmaGgmyBeyLPS5o5IdtHTl1x1Z0OOfCXIjGSv8/aWoCprW+g3UeXeWwvvaV5PcptCLFgx3xdbirNhb9PqLO0DOKzg+ZfWejtYn3kpZTrvcUY/mg/VSvAvMyztETodnKZJQSTNKMQd5ZT0ClK6sORTSejzJWk6GnIPuQj+XFOz0uXvNg9+M8q5l1j+eq1jmvQxt9U8hmlc28dIqOW+3/ZC1Kbv4AkvLWAZhsQYonReRerDUEzl4vcapiyjobeT2kAN31FKaXwWUrxtwqc0EGL2/vN3eYJZccVs7JD9040FNdn/h/J4DPAahDiiNuhqzNJ0AKZHMQyc8sssgiiyyyyCKLLLI4xOEW8QvBwRUR/L7GQRcVO+c+AtFUfaT33pbO/9Y59zWIN8CfAfjLQ9HRLO5bFHIOSzsEESMSN5sXZOmevQFR/Q9FtP/0bEGY//EHd0Rty3sEAVy3RBD7PzY5/U8+XhxPCSyQFQCCyszYlCAnlZxBSVSZodzZqrxy/oZ4PUJ3OeTGViZFv32yXa57Xv6eqG368m8DACa2/DsAYOlTnh61jW/4AwBAm0H6S1VB/4/ul9znvungETLfK+Pw7isF9bxgQ3hV/ledkN/8qA0AAloFAM/TOoExrQX4zm0BmV7SIajw084TxHnXWGA+1p53KQDg5X98ihz3251RG1WeWMtxx0+/EbW99GNvAgAcMyDP5tu3BzW0Jx0j40ggyeZxMw+eaFMsx1t/Roo2Jpc0pgufCKLjSWdYICCwXQ0Z8wY17BFyizk/TbpzlGtNp93uka3hnJvFd6K08VS5zx3BQdv3yXNo9Ag6nz/9sVHb0KzM0UJFnsfOH/4sanv+66V+5WGqLgUAFWU1BkvUxg859rumqf7C/4e5Wi3Le9OpOvj9bUZ1SWsI9jWJNId7blBLPEf30DCSzGXmGKc5u3KsH7Y0MHO/2CbzmHnZpywNalTzpV7pp567MxcQ3IkGc9G1bz50lMhvo02OL4yF96dU7gMQUPK0WUPd/FmDJnMcOS8tq9WuE4PqONVG6GdSbSaNmShFCGf485VU0iob1qGuCKl9N2b0/serwr5YlJyoM98Rq3lPZqapLI7V8G8k8u5j19OxocrNsAvrJd9rKoa1meuNzDR0m/y/aa7HsSLDYpFwXi8NTOaYktGIpanTT0DHgP0FQl0Iezdo2Oe9qgyWApZH1+NjNkQGaon9bX+bCQbKvltkc50j09maex6tl7HPhuoqnJbAHx0YPEGi7mg9kKvNte4f7bz/GoLYbvqhl8xVDMznvE+hCJJsgVUg4hhxrNtMW0PvuZDizUG/hMMiXHqtxX0915EcCxnFZwL4cuLLAIDIoe3Luk8WWWSRRRZZZJFFFllk8RCJhSSCdQNohXND9Oo+WRxGkXMObUWiN4JEjM7Jz6/duCva70knCOJOdOpjTwlOrVT8WD58PQBg+uufjtr8Y14DANhQEQSkWgzI413qvEkEanm7+f6p3+iHJ4Q9GOwOecvJ2DgUznnzLkErNk4Lgl7vCznzN10g5NQpz5BzXXZnyAN/elfr+WtTgt4f3VBFJYPUVLZfDwB4Xe06AEB+7/Ko7bxl0vc//rKos/zns0+J2n67S7b9TlWaXnfRhqiNd//cz14LAPjbJ4QxntHc6WXqafDXj94Yta1ShmZkUsbK1luUThMX6Uv/QhSS3nPpCVHbXFItyOQDE0mKcnhtDm6kN94Kl0TOovW4MyYQ0EUipNbhtT8niDgVNnIGMessaQ665uDOIajVJLGzxnBghFypEmvzveEZJRGj6c7Q1nXmYwAAle0yhwoVk1N+hdh7nHZmYBQaXaIgNNFsdQhd2SXbOJ4W3WWtzp55qXuwCG5NlXxKEfIe+kpkspaih54MO/7LOqjbLtsKs2H+P3y1LN136zt597hhp9Rzgc+7wweWo6cpNTpTrjO2j71nqhv1Gp+Fst7XlGPNQugz6xDoOGzvnXOHtRK2noUgdz7KHw9tRPiJ+Nv6gkhbX/9vvTOS/gWWWeDQWoSVqlw9eoNxpZ04Q2D9FUaq2gc9f0eKWhDvy87cfAKR7i6HVqK77PHYXCtjUohUhsJxE1WuNTJ3bU7/NH0jdETaY+pEOtf1Hgzhi5L2k0xI7Hq6tnGuWo8C3l9biSo34bi5hHuxVVjivdOdu88oqPHZNyImyax72nc+ZjufK/o7r+Oa4T2I/jYYZJyOv5Eaj/n7QQY8YgbMeuQT6L+zXgVUHNIaI29ZB2W4iinLQVJByCpp1aN95GcuRVWKa76d/3w2TtlMpCgXHR6RpQwtVixkFK8D8Ern3FHJBjVfeAVEXzWLLLLIIossssgiiywOfTi3OP+O8FgIQ/B6AD8EcJNz7n8A3AYBJ46HaKx6iPFCFodRlAs5bFgiCPu5bxcfjH99oRgLvvY0oyn+KHFt/dk33gcAeOt3bo3a/vcPVTlI1U66nv8PUduJ0W9CDnUqYg0A//7JtwIAnr1ekI09c4FAosoG3S6JfgPAQAqaz7hTlXqOHlJU1yADp3dJW1MR5qd0D0dt9R2C1ubmQt3Enj5B6Pu7WvNI6195NwCg8rgXAAB8KaDWozkZz8+eKNfePB6QpNOXS9u3XybqQjunAvrTpeje6y8RD4ZjBsI5T1fFoacdJ3n/v7hnKmr7v21jAIIPgY0ffu29AILiREz7X4eGyKVd74iicVtnqVVphMoadoxrCSTcIkp95XieLVkBAMhPSt1FQ518rZ53pM6haJgBQTHJ2oOJzXLuSpgb+YIi9gPrZINB6KplQavLVcmdnzeqGI0uUSzqPus8Oazamt87/8tvRr+Xz5a6gq6lx8r1DI5CZI1uv+1GdWYEMhfoJJtvhHumctCeaZkfbSZhmagdn2laLQbDlCVEqld96j9RGNsRtfUNyrgN66So1MI93KnOxqylqRcDCuqc9LOYwlKwZoSI/3jTPJs6c/Pl/8mcbyDk0dt8c85fMi/7DOpNxoljZR1oI7drzkvTX6o7sWbBKuKwW41ELQGQkpeNgB7zOdhhifqlZ3WWcVTX9cix2DzHiNWIlHbCOfku0kfAPv+ohsMzHz4802k9Lk2hh/cwMlOPXR8AKroukEWxz41jU9dHYgnEcsr6E92f9pkgfsXM9ZyLX88i9pF6m1IRVhmL7EElxfCAalIdiqh7hPnFU3D9srUcFfVn4FA1DTrPcEaLP68qYJEGvnUA5nqjClyxnHt6FDTmtX9oaYvWMnPOHK9HxSPTP44j/9qkkLvRvR/oY69VZOKwOSq2GRUll+adkMVDPg76C4H3/hfOuQshCkPJWoFfAXiN9/5Xi9e1LLLIIossssgiiyyyOEAcVkZpD91YkJis9/7XAM5zzg0C2AD5srnJez984COzOBziV28S11bq/OdcQMsnP3AhAGBOkcT/WXN91JabPhUAULtnEwAghptoruT8yofJz5T89pGPvBEAcMfuME0+ul5ywevHXAQAuGp76EtfmyA8xw0IujJrck4fu16QX6/Xze/bFrXN9Uu+fnlCaiOa7X1RGxHp5mTIq17uRaWm0SGofPPmX0ZtbSeK9n9zs2TB1U99YtS2a1T699td0uc/Pq43aptuCqyyeUzQH4t4DSsid9EaYWauHw6I8QmDsq33ka8GAHzmk38ftRHR+4P3/BQA8IvXXxS1XXDUEgDAtXePAQCOcuH+9vrBWB9svnNUX6Dds0h/SceKCBSRLAAoKtLF/Nm8yUfdq0gskeOeekDeG11So0LUbbxu1Fyoqe+Zb25cgosyZs0dMveak/uitsIyUWvaMi/zxOZlT00KmraqS+bLxHRgaso6LzqXrZfrb/pt1Jbrkra6QQKr1wizVj5Xx6NnZdRG5qOpPgl7DErO2h3mGOemgmt1Q8+R5qxLVDZy8k1BjPm47LtBBHVU87CHDLOTn5B6ie6K1Nzcvjeogd2hv0/NyxgNdQQ0s0sVZehLYtH14Err9Pjw3JjTTXQ4rqoTv7+Jqs19lz7Ttdqi12nusoyohkCvN9AW/rQxn539HTf+AOzD+Jzcu9V2573b+VjUDx6sIZhPQcRJatQb4VwFLZhgX6ZNfUGPItO56PhwzmqEnGtdwlRQLUNF3v1prQ2yniAcD9p9WFSe6xBVqWzdC1WCiPRbFaXIl8HzmYZ+bhmTC9EnphZjKuPPxurTJLM0LMMwok71XP8mDFvUrfOrmfKOTOkVGto/69hNRSvW81gPmWZin7TKHbvGROtik8xo64dSMgOWLeLfzIgFSNP0T1Meii7civHz/jl9bW1RpGLFtcMcx2cfTXvLurGmJa0OYtGcge9/eOcWTWXogCpSR0Ac1BcC51wngHEA/+C9f5t+Aci+BGSRRRZZZJFFFllk8eBFZky2KHFQXwi891POuTEAe+5t3ywO/6DO/+hkyGFvm/gOAKD9d9+XDUuDeg9zu4vrRMGGiDoQ/AC6pvT7YduaqM2yBQBQ27Up+r39kq8DAK769iMAAN+4Iejun71OUNp//eVWAMAfHB2ud94aabtrTPKeH1MN2ufloqCzvigoVbMtMAREXPLW+XFONPFze+U6uQ1BLaix/XbZtl6Yj7xBu4lePvNEQYUtGtbhBDXqVQTLMgTX7ZS6gBt3CfJ17JJQw/GBn4rvw+3ffz8AYGkhoPLMUX3BGYEZSMbJXbJ/sxDueaAmDMaWmoyLdcolykcN8xWlUAfR0HFkznvDOLtSN3z3lOxvHa2JOHbrGEwWe6M2DtH2ERnHoqF4x6tyrlNVN9+ONcOtkWqV/J4t0TbfK87SI+r50N0bVIeoAT+W8FsAQt4+hqSGpLLld+GcygzMj4Uajl1Xib/BmrqqZl34rHBfygyMat3KUDMwGMN1eRaRU6thFujIW05J9mVXOdb18Ngi1ZdKwvPB3iMR4PahoGLFedil6OcxS4JHARWjmD9sFYhYWzJelTWgrxL4QaLpRBLnbD52Ic4a2NxkIu7c1m604Pl6Rl4D9VacltfbOxPeEZ6DCkvWKZe5/XuoeW/rXpRJ6KkU9Lgw2KMJhFrOT5Rc+5LC3rDPVs2Ic7RLxfRtzQ6nALeZUoDoXreT8eoOHjAdVGuK8vBb1XQYVkkoOecaKSwHkXeqUgHA0k5Bu8kk9ZTDXCAbtkPXBYukBwUb+b9lQOqJ2o19c4HJ4zNlX+z8gk7RjhKfe2jjnGN5gXUWLxXitQ6WOWFdB3tumSS+P+1F85Ep+SHUouZsI9NoWNYI/U/Lw1ffAl9sa7kGUXCXwh4Q2D+AGX3UZv8mcRxoL9JmrMGp+NQsxtXcsvj9jYV8rfopgAsOVUeyyCKLLLLIIosssshiQeFyi/PvCI+F1BC8FsDlzrm3AviA937iEPUpiwco+q2az1Mkd31uRvKJ8xPBo6ChL0puWJRebPbgZIEIqaChT/yL/4nafvf3pwIAnKojNG68Imqb+68XAwAqT3pNS7/Wvl/Eqk5T5Z3Ocpimz3jv5QCAz736fADA3uWPiNp6FbDKVSdjPwFgZ6Nd73lZtK3YLb9Xlxwj19l7e7jnM54sfZ8UUiw3HRyAT+sXxmK3IrEVg7j0NmT8OhQd72oGZYbz14jKUlG9/S740K+jtr972knSxtzfYmBvCFRt3SOvXJtB35Y5QbKbFcmVZ0679FnqCTZ0iEpUo3dp1LabTqaKkJEVAAKy2U0t+XmTT6/o56puQbL6jCQQtbc5Q7aOBlSssxxfbG09w/peQat3Ry6/YYZRQ7y3XRyHB5YHVPKr22VeDM+IktDXjLvzq85fJ33XexkyTMaYoqXUz2875eKoLa/PuaMeGJP+SXmmu5UpWP3owJg4Va3qL2vecSmMYymh50HNdMAqy8g+BTOHiAoT5E1Th4qceWP533GlFpu3X63zXNK2rCOMY365zEsyA1WTc13T34mWp6HJjP62cM49+iyr9VY0k8xCyP+2ikByHNHgvTPhOaxRPw6OT397uF4pwVZYZoG568tVd3+fQcu5P5kXq8aT7Ivsl9ef8hwsE8E5PasIbreZ4xVFfqnss8/MhV5lJyb1PSvE1JPkJ1nInVNmXioLSSUm+2Rqifll8/15TnbPejbMK6LNe7csDNmTY5fIHLcO03Sl57yeSKlnsM7NjAbic6Cn3JqbznfYCgqxL2QIbP1K5Luim6z/B6ealm3Enjf7FylWGbid702k9AOD2HPdS60hSFEqIgNaKOz3OGeuEzbqfmQirPqbPt+kKzEQ5kWa8lBy07wL62TkQ8B9U9y/D49wmQ/BIsVCvhD8GEAFwJsAvMk5NwxgJrGP9963+BRkkUUWWWSRRRZZZJHFYsdiFRUf6bGQLwTbkF54n8XvQczMCmpBPeN7CiFXdb36GHz2Hpku/683kEOrZiSn+y2/k7Z3vvTsqO1PfyQsw4ZBQYCnqudGbc9qk3zq8Ss/DiDkPQPA0Y/6y1jfhn/xz9Hvp75estZ+ukXQ70eXQ30BdaQripbvMzmgE5GCSpjyzHclelzvXxu17dK2vrYlSAYRpP40oQUv5+rQ5OLRZkD6S4o4/efN0veXPv6YqO14zekm4j5tEL2uuoz30TMyno2ewHIw6Zrpw5sa/VHTxh6r5xFnfZZ1yn3l990lG8yCOqxKNFWn6JvJqybyuNarSo1J958pCtJ8x6jUHpRt7rUiL0s74s6+QMhvJpI4atREks61lY4wL5d1SR8I5D3lD0JbMo/41pHZqI0eGE3t3z2uJ2pbpXUIOeMm2jMr12kblLFqXPu9qM2d/2wAQXfcqlQ09L6IIlsN+SQaaRFO5vUy99ki6FTvYV1CvzEi6M439P5kjL1F3nX8+PysfjvHeLUi8Dsmg/rVqKLjRPrvmA7qRKwDoY+AZRaIpM9Fx1uWiRr30pduwwBGvg7avyWGBSBiWY7ctcNYE3GnMpBFk5NKTvY4oqYBJTeotyL3+2YDWsv7+Y3WA+UNJNtTjtchMOceaBWGscpFt6jKE2sIbL0Fz0E2a+NAyOcmCl9MYQEYKQRNhOzn9Xp2rPr1nrdPVFuO4zON1ILMgewyp1w9pbal4VvrZojezyfy96VfispHDs7huHsm5lquwxg37AsAdJbC/CL7wjnRY5hLXo/72PqoiA0x6mPhBtV3wjDSviTreRrezLY0r4EDBplDXWua5uwpdgyhLdEJyyLkU1TOov34cS+l1iGwwVn8PsVCfAguPIT9yCKLLLLIIossssgii4MPt4gpQ5nsaBZZhDzUJQVBw0opuY8vOGN1y7bGFtHpf/slJwMIevgA8JnnnB7btzo1Hv0+5wT5Yk7sd+4IGu3v+9ibAACvfeXbAQBfvDHkxW8cEHSFqI/NS22vC2pXVSfhLWOtajU/3ByQ4rNWyH5B6SKgrYPt8VfD5go3I+dNWTysukcpL8pBOQWS+lzoQ7lL0Ps0x+EbdsjY3KPOxmvyAW1qtMtx8+q+mzOLFlFWjsLRXQaZQ1CSAQAYt8zcjKjh5OZlPG5q2xi19SuERDR6y1hAhQcUsd3j5T6tDvtcNa7l3hZTGol3xeb1Eh1nzrs9jqAzb/nKe8K4ML/8dM2Btyh7Uq//OOMKPULn2pSk2hEv+w10hXqLwgnCbOW6eqVPw0HZyl39Tdnn6FMBxL0vutvkuc2m6OaT8SAaaZ2KZxOo55DJ92cTn409d4cOW1tdnpfNX+5UdRTWvcw3jJqOjiORd4vKM4d8Xa+MS39bcBunOtRMyv0RSSd6vaQ7INtE3IlKWgYkmaNv1ajYPz5bq6RDJSA1BD6g47DN7ef85e527jFqjbAWsBampO6tcwe491/fE9a7gXZ598iU1FKQ7T1Tgspb3fx9czXtX7zuwgaZjHGj0MP6imllRm0dEK+zoV9qAfaaxF/m5G9WR3iLHJO14bOxKkONSPFI+tlbCePI9ZUsgF0z+FZy3G3NCZ8zvRAKZn1u0xqrpFuz9LOV+UgGZ4dlMelC7Bqtz7StSNbN1A/Rr6Wgc9uq/+gH1EZOjsvHfAgSTsPmw2zkXqwsQExRiEyEovPNXOsY876snwYHksxTo2H/XklbMaX4ILqyo0+GldQ6zFJ0jvAP8osVC/5C4Jw7CsAfQozJAGAzgMu895v2f1QWWWSRRRZZZJFFFlkschxuX1AeorGgLwTOubcBeAPiQjMA8F7n3Du9929etJ5l8YAGAduyoqAr979rLB59maDyP32V/J+oYVrkZgNiVqkI0njdTkGilrQH9Jpo5Mz/vh4AcOHng/b8Pz5d1HiO6pd9iJQCwGRdUOtpRV9XdQc0h0jIhr6AVBIVqeQE+aiZ14GALcsQehGYhZm8IGvU07YI6TduFabjeadInv++euiDyfxviVNWCPpPlSc3FdQ98uqXUFRUf7h9VdRG1JP65jF1CnWY9JWuluvVOiXfnp4S60z27rZxOcfdmke8sjs8G4J7zF+2CHUxysuNK44AQFeRGuuu5bhkWLSPiCPVUk4cCqwHGQUijxY8bSZcdKsGFYuUlXSTZZmo9NJsD4yC05zfwqC8Fb4aWJ/xa66S+xtTNaqLXxD6oB0i6GlrCGrR3FG2ohDQVrrZkhiwbrE8BxHfbkvkKerfKHfqdU2dhjIDY5pfbbX/l3XJ8/3tLnmXe0xOP/vHn6vsXND3pZiTG5ycDwg1AcpxZY12TYWcdDoh85wWzNyj+xNRb/pwTu4fWIRwD/y9o0jWrlXlhrnrVl+eKDLFbey7HCkXmc8arFUgI7F72ujLa4woq7LZuEGfcLw8k506DlZli2wB0fEdxgdi8x45xwnL5R22DAFZUr4vd4wEqJ8sDxlVW5ewrKus9yrjaZWc7hmXdW5U159+UwexTdmNog6IZSSGOuScPRX6VgRGopjIzbeRZMose8MINQvheK/C+Xl93hYgLra52HG2je8E/244UxNA5N2nOAdH6kJmfW3ZP4VVz9EqOvaBVZF+v39H5IgZSKlZILNga0aCypZ2xYw1/0Zwb1vDwW0cI6sk1OLaazqaNkZZPPTjoL9WOedeBOCNAH4N4KkANuq/pwC4EsAbnXMvPAR9zCKLLLLIIossssgii0Q4eJdblH9Huuyo8wdZ4e6cuxbAPIDzvff1RFsBwM8BlLz3Zyx6L7O4z3HmmWf6a6655l73275PkKjBnCBEpZ5WdZ0DxfdvE4T0tGUBwSXy+s3bRNt9dU9AXc9tHwMA7CkLbp6Wh9xUSOLo6l3Rtsursv+gooxWeWJll6AWN++Ve/iRqUt4xblS/2BRqoQ0fgwR4WvB2gqL6BHxmtdcU2eOoxpIZwrS1dYU5K9WkHEoze2L2sieRCyKRZQULar3iwu0LwfEf1+daLLmNtcDk5GrCuLrVQMd1qVZc6CpO71lLCCdvJ1hRT+XdgSWg2gkc8uXdba2dWpfcilqLoNlzWPN2bx45gHL/3dNBxSO4jScC1Yhhmgi0bHdRqkquaxZdLEc6fTLTh2GISCyvLIr9K/s4rm7aehYaedN0lYNKG1zyToAwGSbsDF2jvPavK8Rg9L2qhsw+7yqw/SvEWdYbI43979rXFBom3/PMd6iDt9LOwLyu10VW4hUjxjt+fGZOON3yopQQ3D8YGfsupaRCL4F8v+0fG6i1jbf2fY5GWQb6I2Qi2nIC+K7vlfmo/V1oCdBVHtg+snx41yyzMKksmD2XeZZZ7RuyHoU3DE6rW0yaVd2BTZyhbKVvLZ1ROYYUXnIOkXfsUfe4TF9DkOG9VyrNQBcj4j8A4EtOEr3WW7e02Ttx7bxsGZQfYqMTq/xlkiqPNEXAgisD6OUUp9D5tDWCXD8OS7WIyLpLWHPyedFtseu6yl2By3njOqHUlx/vdYq2DUk36y17q87RHn/hXJLWzTp0tSJWBNh23KJ5AuL2CcYiPoB8Fz7biTX17R6gTSGIDoerSwM92trb7/We3/mfjvyAMTpp57if/WT7937jgcR5178ePzm+huO2G8FC0m8Oh7Al5NfBgBAt31Z98kiiyyyyCKLLLLIIotDH5lT8aLEQhLB5gF0HqC9S/fJ4iEY1JqvtAmi1DkxGrWVu/tTj7GxTnPz3/LDO6NtV6lz7LVve3zL/v/2a0G+XnaOMAojkwFZ/Y/f7AAA/OgmURf65gtOidpO94KgDKvT7rBBMwfbpY0o/VNODFn7XQ253mwuoOvJHEmbT+pVWWHQCeo31QxTP5mnac+S1Je3YiKzORmjSOWhEhRpGmX5Pa+bSrWQf+zmZWyoDNQ0C1dFtf/ZB6tK4VVLfzwv+1glG8YuVTWyqB0RwBWKONp7mKKSkCK5wyaHmmone2eYBx6WF9Zb5BUBaytYNRHmdsv4W9anRBBN/99hFYi0X0QJOw00SISMii3dpYC8EdUlM2DHhXnZ4ylIZVFZjXJM/zuuDd7YtydqK5TlXepQ5aG2doMg8t4VaVtqxoogNX0FbN5ye1Hm0L65VsSxEM05zUlvtKLQzH2/cU9Qa1rX2x47zqLeRIiZI95lxpGMENFyW4uxTHPPmcdthVuSbE/avGTYPOmlnVR6kf/bZ8T5y/2Xm9oiKvuw5oRa+0BAkzk/LbJKJ+BCCtpNR9+aUbYiSs53Y6jT1IXouPM6HcVkGV4rIg4Ej4bIqXgysAd3qRLQM09ZDgAYNszayUtlvdq6T9D/PaaG4+Rlsga2F+Wc43OmhkDZohWqCsX3HUAEH/ZVWnPlOReoFmSBZtbAcBitwlhUExMpt+VajiOTYd2nqShG1iFtDnF9sMwCf4109FOUgVxNxiOGyDPf37CDVBmKPkimoOvcp1kyim8Jh2NfMOfkdXjOFKaYxxXTnJEjXxrDgiXqqWL90005rTezDEVWJ3DkxUK+El0N4GXOuaXJBufcEICXQuoLssgiiyyyyCKLLLLI4hCHW0SG4IjNFgKwMIbgbQB+DOAW59ynANys208E8EIIQ/D/Frd7WRzKuHM4oIR9irQQQaFm/sHGbSpm/dXPfjfaNnHP7fJLCkPwovWqST0qbMBA/4qo7bUXHB37aYMYa68C9oNTgVlo84JWn7lCGn+2dSwcV5Bt6+sj0bamKuwktZ+BgCa+7nuiOf+uS4KrcBJosQh6Bw0IUkpz5jRfv6Fwqc9bJFx+p5qF0/x/6Z/mY/eIyk2zGHJ3KWGThv7QYbJb7YR3z4U8X6JuY3OtDAFzum9ShROrmX7ikIxjmloNUU+1mIh0ywGAYCmvMmeS39kHooVdJmebaCLRYFuvMV9n/rD836K7RBfLhVa9/kj1JM/c2HBcmhIKx6oUeQYYZ90ZYdKI7DXHw/yq7huWc+o8Gy4FLKW/jQox8n/roUAFp6qOQ1sxPLd28F7lp+3tsOaZ71Sn4b62ViTXKsNE59QxpnJR3IcgXkOwd6aVBI6cYM3lOGWi/O9YV+LMWsWwPkR625xqtedaUdoa4n4EADDfUGZOt02a8YwUbOhkbj0f9NmmldLR3Xm5Qfo57ml52Mz9P1Zdx+055yMlIflplaN4Lr5ngyYfn2wdvRuWL++J2vjuce2wamCcT6drzQeRdCCsbayXOGZJwq8EcXdfBms+WMvRZc5JVo/Pu6PU+k7Np9SMcO6xrmfKvKdklXh/08Yxl+9i5B9hWAfWspQS/wcQTZqmov+5eWPCkI8j965ufGz4t8E8VJeoP7A1BJFHAY8zaP5MnWyUrpewc0G2kXFxputFMgrqJxNzCyZjxb8x5p7LCdbGvjfczxVS2EuOQ77VXf7gKk8fwMjSfRYlMGyDqQABAABJREFUFuJUfIVz7mkAPgbgrxPN2wC8wHv/88XsXBZZZJFFFllkkUUWWaSHCylWi3CuIzkWlCTmvf+Wc+5/AZwBYD1k9DYB+I33KeX6WRzWYd14KxA0YFZz9Gu7gs+cbxNU6kDKQ0Rnd3zuT6JtnRf/XWyf+bGQX91UJ9gYynEf4jt3hFqHpx8t6DXRpqe2bYva6mVhGwp7d4T+kCFgLmgu5CR/6JdSv/DWx4qDrxVBInrD61h0frgqv1NNx1UDC1MpCr47q1CqRa0jtE3ZgEgZCAjOloriWOSxpKhWjvdgX0MqtijqZJ15t+wTpJfoUb9BhW9X/XQizBZVnlYUuarwXU/F1gmoQo8iqhZEJQpPtG7vbOtzJ2pq0SeOUeRtYJiF9gR70GlQyXyyLsGiYkSv+dP8LeH+FlVkXjQRskhbHMGltNEp70bpmNOitrlrfwoAqF3+FQDA0GNfGLW5cRnjsXbJ/7YsBRFR9nN01rgK6+9dKpFlx4PvID09iim57xyzaj3cNJkBMgu7JwIyShaGp7KqRjxupeabF1MYL74jpXwrC1BMyZkvTqmfw9w4gICGyn+0L+pSO9Q5GDXNNeX8fKViqDDvRTuf0hRDPxlkquzcmajSO0E29pr5312O/zm1uetEtJ2+ZpZhIDPA3e1xlcg9WsahYpBw7sf7siwA2TkOe8xfIdAcAIB9Zn6RdaBDMpkJAJjVOjPWlczUwprBvlCR6WDRZK5lJEzsx7pklYxd9yaUvYnYvvnWucd7tvUF/DUa82J71JZv6BrKv0kpOfSWnc014uxZ9HcEMLn49IexzJqMG1lSq4qUxjxF5yd7zL8Rpn8NXYdqdAhPefej81ifF16P22wNmmt9ltH10l6iLB7yseCqEf3gf7X+yyKLLLLIIossssgiiwc+HBYvZejIJggW/oXAOXcUgD8EsEE3bQZwmfd+0/6PyuJwiPFpUZyoaK79O356T9T22gvWAwC6nbQxvx5AlHRY270FANDx+Le1nPt9H3sTAODlvx1vaSud9iIAwK4rPhZt65oUBL44tG7hN2Li1OVBF50JlwXNVK/3Bkff/JjUAtzacVy07ShFbZrU9TfoyJ+cKcfWImfL/S84Fo0M+a6yf6dBOMmG1Bvy2llKraBoVruyAJY5ITNQizS7w5F0WY7QqXpAonxJ0S9dLG1+LpmB9hS1k2T+8BrjH0HN8nyUTx/GhWjkmKKotm1WlV6mU3K2gzZ4PA8cCHn+RO6tQgxzoYlKThoHWv5O1sHWBlBdiFuskg2fpd1/gq7AqrAz0zBMRF7GZr6iKHn7ULjOhcKCUR1q+n8+Ho6rKOJbk+fc96hnRW3j3WsBhHGhc7S9H96fZQiIWq/rlb5snwyIJZWDelQhxj53Os9SV9664dJrg/ucZPLNeT2qSVmVIY5xkbUOBj3leDBH2871+m3imcInmR9s9UzPdQsbY12527pk3MslfX/MPfDx0hU3rk6ktUwprrb9ba31J2Q6qpEHSdifmv+ss5iuGUWmPFWGWol0vidp4HAn55z2YS7m18L3RQ6cNXVAVEgKdTnmeetjolKbRZNX6Rxo19qRtFqCqXnWD4XnzfuarStTULTvPhWImPffyo7wvbO3xzFOq+th7FFlpbgPQWuNCYNzIZ/S2MjL3MmneQZoHr1VoqOXSsQYGhYs6WUQsQ8Iz7mSguKzW+ReLLMQqR7RV6AQ2Ir5yJujteusk/Apf1uQqHGwdRGsR+CbZMcsbWwf1HiAO+ScywH4KwAvA7AOwDCArwB4s/d++gCHHtaxoC8Ezrm3AXgDyIOFeK9z7p3e+zcvWs+yyCKLLLLIIosssshiv+EWsaj4oL9YfAjAXwL4BoAPQDy4/hLAac65Rz9UU+gP+guBc+5FAN4I4P8AvA/A77TpRACvBfBG59wW7/2nF72XWSxKjGreNvNRT10VFCu2jQsScVKf5qXmArLd1S4oaE1ddL/0ubdHbc9+vjADr31l2MaYv+4/Yv9vbg6OybkNB29u+LiP/zL6/YNPPRkAcKIyA/MGcWvkBTEpzItCT34y1Cw0ekXFaNdIQGoaXu5xjZIMRaPB3F+J5zmXjB8fFSrod2DffHaHaN1sLqDrdAVvSyhrSF/kZ25uDAAwXuiN2rrb5DpEweySpSAfOrkg2toD7eeuOVXwmA/oFvOdWQ8xZnL6ec90IZ42xy1VfXkihxbxzCly3lZsXVRriZxTq7LC3Geeyj5TouRUwbLO6pH6T5RzH9oGVMWHQKXN0edvVWrkm+OYe21zrtm8W9HIbpOrza5Get721juEIWivCAPVcdYFUdOeb/233NdpDwMA7OtaG7Vx+MimrOpudU2eVCR255T1KMjFfq40zrWcj3wMlqGhay51/h+11CipqD55fkoYPW+khNycKmHVtbbF5lxTT70k8z9XDaCZn5F1pDkr25rzoWahPixMnivJu+zK4f3J90nNQKToZK5H1iHPPOu5ULuT1xqo9o7lSEZPOY6uW/YgUsUxD5WvLN+fOcMujeg7RP+O5JwHAhtgweGI/dI5m4Yck3Gx/hOct/QCsapSlp0DgrIZANCXONQqhH05j3kPE2Y89kzL2kl2ybJMPjGvrMpTOXE/dlw4xm0pTF6uhlhbTLVJ7+8WrXeySlXVuvSLDE9sPOn67mV/y+5Ga4TWFUTuxDAMl1HjmdZ3kOpq9r6KZHO103mrTqT3yHfZOg4nnYItCxbVkOXj3hSAea+TG0zwOkXDcrAOoql1ObY4l0wOh8Uq0aWq2h0h4Zw7EcBfAPhv7/3TzfYtAD4C4I8BfPFB6t79ioV8rXoFxGfgQu/9Zd77TfrvmwAuAnAVgFceik5mkUUWWWSRRRZZZJFFMrzLLcq/g4xnQ3ClDye2/zuAGQDPXbw7e2BjISlDxwP4W+99izyI977unPsygHctWs+yWPToq8RzYp96fFANIjBx1U5BXI7uD1NjeEbQtttGBKF49vP/dr/XSLICNurdwTm4tN+9WuOtTzw++p3MwLV3jwEAHpbfHbW5XdJ3X1QUpxAQs8KoKA6dPHRS6Gvkoio/qbQEAB1cG3Rc5p1xkqV6RbFVhWFeDyBiZXO8Z/X3gZTjyDZAHYsrVqGnJuhUcWIXACBnxrGhKOn2qtwzUUYgoF/jVUVNzTmJenYoIm4dhyPteOb2GzUqdpm51/aclciRNJ73DwTkj6nMNh+V4GWkPpMLCzORqPa0sY7cj2Ufq7KShs4ybM1Asi/zKTnePFXks2Dayol7tgwGHZQnnKDdS9eeEbUNPk+e4cwP/wsA0FvdG7VdOyNqWet65ZmOGvaG98qajFIKmhzpsMdUf7TvuqneaB2f4Wm5ztVjYQxOXy61RKvU96NxjfEZuflWuc9NguqP37UvautcIazIykeeKv3dE9oYlQFB7htzYe7Njcla0z4k70FzLujEu3vEBd0pC1ZcY7xBlq6Tc/VJ7Y83NVDFvZulT8rUzJeCWznHc3hG7nmJeX+o5W/HMTnato3zj/UabTFXbX0mOddyHCO4/Lai1p3FuKIQEN4vsnbWqXioQ+4j7T3lOdgHKlbZ/cmYWH3/9X2CInOtsu8paxT4nqbVVXGbnXocF05xe+8cT77LA23WJVt+9rfJ3wPL1LDL/DtXMMxv3rFegwPS2k8i4VNGuWhivtSyf0dR2TplUEsGNe+lyzWdzF1gFirKNkSOw8YRucX9OKbCJ+egOpH1ckk+05J5bo28MB7c4qz3gqomRUyEXZf5fFkHkdv/e/CgxwPrQ3AWJDHgKrvRez/nnLte2x+SsZBRnAfQeYD2Lt3nAQvnXLtz7s3OuZucc7POuVHn3JXOuacm9nuyc+7TzrlbnXPTzrkdzrkfOedaHbNk/63OOb+ffy3am865Fc65zznnhrUf1zjnnnGAfj/fOXed7rvbOfdJ59zgfvZd0LmzyCKLLLLIIosssjgksQLAXu99NaVtO4AlzrmFYJ6HTSyEIbgawMucc5/03u+2Dc65IQAvhaQUPSDhnOuDOCdvBPBpAB8E0AFhMtYmdv8EgAkAlwG4DUA/xF35u865N3nv35FyiVsBpG2ftP9xzvUD+AWAIe3DPQCeA+ArzrkXJWsqnHOv1v0uh1SprwLwGgAPd86dbSvUF3rutJis1nH5JkEfz+uQ3N1Ct+TT3zEa5vMeRYiJNlntZqffvo9bIkjD4HHnRm3Dt/7q3roQRWnJqnvfKSVe/7Ubot//84VSe3DG6l7d0hu1VSfEkyCvCkb1nqBQUhi9C0A8x5sgCtV3ikbBhjUDc/qKVGut+ZNEqy1y0q6/MwfdInOdkQa8tFEhCAhIHNE3iyBOQ5C5nj75Pm71r9tqMh1X5qS/o/VQF0IWYI3moO+aDmgT+7VzSp57l1ETKUZIWSu6yOhRVHHU5DSXFFEicBVXGWrGxiDmSKqoINOO4yC9tO3SXHmbz0331zbdZlFCCn5Eqk+10BaYDLTcQxqzQGSTx9VT+penJrw5nv1h/vdczqCEOjc7L3iyXPem4Ol4yjmSlsp8cavhz3nVoWMbQ69d/L7a86EvTUfVGe28OY5zL9LYzwVt9h9sGtV7keOeeFZgw9eeIetK7+bfAAAaI7uitn3XS4lZVRH/+cmASvafciwAINch6C7rBQCgra5sFtk9k+/stdYg1yXsQWNfqBHyul9hXusSOgNu01RmIKc1UEWj/JWbGgMALO2Ueg/rGE1E2s4IPlMObRzNl59kYu28oudLkpUEwvh3a9K8rd+K1pjEswWsT4JsXNsb5hfvg69LwwjnkNXi3LH3zHeWP+37QNdqOhaPGo+CrnJ7rH9F8+7ndAQbdAk25+Re0X2ZxYbKPHTRteteQZlRvov2Pagm2A3m6gNATn1hqCyXNywH8/fpkt00NRJc43dMhj7smpL+kQ3e2B/qXbgG+hTVsoib0HuwXhuuNhtrg2lj7VpNn5ddC+tRLUYrk9rQ8aeyHPJhrfeGnYhdF2HORa7JZr/cYSQz5J2DX6T+eOfgnHsp5PMs4xPe+0+Y/7cDSPsyAABzZp8HFCBfjFjIF4K3QT6A3+Kc+xSAm3X7iZAP110A/t/idu+A8REARwM4x3t/873s+xzv/U/sBufcxwBcB+AtzrmPe++TnPZu7/0XDqIfb4CYtD3Ze/8tPfenAFwJ4P3Oua9676d0+xIAb4d8uXqU96JX5py7GsA3IV8Q3nlfzp1FFllkkUUWWWRxRIWPF5zf/3P5T0BA5P3FDASkTYuK2echFwf9hcB7f4Vz7mkAPgbgrxPN2wC8wHv/89YjFz+cc+sgSPmHvfc3O+fyANr29+E4+WVAt804574NQeePBdACdTvnCgDavfcTB+jOcwBs4gd2PXfDOfdRAJ8D8ASIPi0APAXyzfGj/DKg+3/LObcZUoxivxAs5Nyp0Vl0OHepoAC+rkiZfpve0BvQh7U9qouuefQfump71PbyswXZJ0q7/Uv2y7P9/cDx3VsDsXTJcUvvdf8TXyO3fdEjAuGzqn//WWu5OXlM8/3rWxsH1gEAevcFu4xmRdD03fl+AHEEhLmcxZKMXd7kZNYTzIAFlX1iZeowxxFxoc573VyR4E2XyYNnEAnKV2V6N0sdplFQKTpMtxmkZMuY3AMR5tv2BqWXYwbkHFSYsQxBlAPd1ppROFWNwePxWoDEomx1yolKJpWB7Dl4n1bNgsNJPfYxg7o2FfkqNFtR1yWqAhOQuXBOl0CTynn7jFr/skxV1cW7RqTN9D3K6W9F7Ygts826qTY0D759mdTHlEyusLv+fwEAzCGcOfkSc844M0APBiCMVUiPtiokiiBCEfjabNRWr/TG7tcyEtTW//pvxeF7854whx51rPTwpI2PBQCsPDmM8eCZwh7k9m6V68+G43LL1msfZH76ubBsu4q+36oG0xgNrENucI00jYS1idHYLTVCMzdeCwAorwjsYL5H6gm8wuSuaHK224WlaG+7W36Ww7sVqRm1Bdatomh1s71P+xnmY0XPm6vJZ4H2nNGQb8g4VujBYJ+3KjBRcz5n6h/IajQ7ZI0aMgguHeTpeWJnbinPd0L+31ZuRVAjPXyTm09FHiKu9n3Ldcj9Bc+GMI5kRaJ7MpdrerIbcpxdI3kuotex90cvzffamXvn+DlVQK+Yd7KjGP9Y44xaUITGR7r7YT8ubWVt6/BB/aqoalnLOsM9V3U+UW0pzRyYm+zaVNVsEjIR1mugWu6JHVdAfL0FWmu1gLDOsQ+2TCqpLMa/e7KxVekoOic47nLSmAKSmfcPfviYd8r9PddBxA4AJzjnyilpQysh6UQPOXYAWFgNAfSD6XoA50CklZ4N4GwAG7z331787u03Hg/p+83Ouc9Dvo1NOufu0ZScgw3msOxJaTtHzzvunBtzzn3WObfC7uCcWw6ZAGl5M9xmC0z4+5X72f8451znfTx3FllkkUUWWWSRRRaHLq6GfP482250zlUAnArgmpRjHhKxYKdiNVy4Wv89WHGs/nwXgL0A/gySr/VnAD7onOv13r/lQCdwzj0MwNMA/Nx7vznRfBOAT0LqCAoALgTwEgCP0jz/HbofvyC0QlZhm7XavLf9ne5z+304dxQ2B2716lURNEB0hHnEVtOaeZDDCqa84pyQ779lbD62z30Nm4964YcuBwD87NUX7Hf/mz546X7bbt0tbMCGSvgiTgSjUFVCx7r9as6oN+6OzYqggwSQbI49FR1WalpuDq3IL28npnzDvPYUlSHWZXBTmhIHUZ+cQWBcgxIcWpdgXF93VAWdquo+90y0pjYSAWd9CBBYgK4UJ1IGawgsIl7S37sVmZ42aD49CcgiDHaEcxNp3D4hqNvZK4PSC3OYqcozbeoLmHtNJQ+LPPYoa0BUMam9DoS845LJleX852UsKMl7tQpJkRdFPo7CAa2Mh+0fz8tca8uKtBVUkaap21Y+LGrL98ir37j2e9KnH/1b1NZ98iPkustPbrnXKNc3RRWkqJO8yXxscxzHm4TOgHHl7lNn4xectRoA8Nmr747avnyN/F7Se3nCSUH96pgBQbm7lwmzPmDUe9pnhgEAvkvexZh/gUaEAHcGrYXIvbhX3nlnapLyq0RxqLBHmAJbX9CclvUg19Ur/58cC236O+sYmlOhbW67LPONWkCYqYhUn5Wfpe5Qb1Gfi4OCtYmQNdC+XBD+QkXGn7UVAFBoV3fgVfLcyVoAANR7IfJx6OgNbbtuAwB098s4sFYCAJw6lkcMQzkwq9Szj3LJrUJLQ39X1Lq/GO7P1ZWh1BoOG1w5I+16ywIkvFksmMs5yqmaswgtmdQoD9/UHijT0qH3NeeNX4WeK/p7kwvvfpJ/rafUDOVqqlZn5mVJ6xmWjW+Nti1T5a7ZvqMBAMV6YN3IbnCsWcMDhPWnoExG1fRhVtdJMiYdpo6BqklkXu04cg2MfA/Mu1/mGKunyLTR+Kvou8sZYMe/Cf4tigoiwgUfWFWfe43F4gcOMv4LwN8BeBUAmxXzp5AMkP98YLuzeLEQY7JHAXi09z5Vc9I59y4AP/De/3QB5+yFDOrBxke896OQegVA1CvP996P6Pm+AqlteJ1z7sMpdQG87iCA/4Z4tLwk2e69f2Ji05edc1dAHvRbIQ8ekIcPpBeYzCX2Wej+Cz13FDYH7vTTz/C0OKd8ISULhzpaH/+EfvC6aTgsbkf1yfGD3amXi0XptBdFvyclSJ98QvjA8NXf3HOv5zpQ8AOtTZ/Z05B+9vODolmgJxqybcCYlTEVIK/Ud87ZD+/xRddSklxsa43WxbctUXBsvyzwQ36FNvZmUY0Mnw6wsnlND5ozr21Di59/s0M+9Ay0h8We/bp5WP6Qb9oTUjOeeIKkbC3r4pfEcGHeaiG6l9AH/uHZrV+eekyqAP+4dmrBsf2TMTUv+7MwcfO+MK35IWJFl4zBkJE5Za/4RWnSmKTxC0uvfhaomWcUpQrpF4K8+WNGAYhxTQWyHwp4r/0mjWIup7S6tlXNWPGPM+/Vpk1xTLs0fcl+peR+7foFxNQ8Y6YiBbHFRz5P9tn8f+Gct0lKTGVMPlS7tjD/G+vOkePsBxPes37AzjENxhgsdesHBeiHlu0huycqzm7TDy8vP29d1PbbXfKh9hM/vgMA8PHd4UPuBTq/jh2SD2wnDIUPpMd3ywfe/JTcQ5R+g/A+N3S0CnUjhzslaUj84Gu/3CMX/2DjjORw9MVhVt6RwrJwD5GBmhYsN6d7o6aOQcFb8stCCiLTO2rbbkcy/JwMHIuefc2AFUV9L7VfXV3hOkxlaqooQq67P2qr79wKAJi+TkjhWCqUflkotMs6lpsK0rVR6Li40Z3huA4dP/MlgcE1MSpurVVb2+qtf5LaxhWjmhyR43pCSmhen2lFARibLsXnzevlJ0I/OS/K+oXJLo1eU+74PCq2OFZf4px+oG+2fA0I99Bu0nUIIDXaZfztB+7CtIwtDS4BoF7Weawvtr2vCIzK829LWA3pM8ivmfZvBL/EzEaCAq15SAQrbP8ocxqNgv3wriZsLCBuy6UAJzoesS/nuh7Uor8HYRz55eJwCI9UH7b7fK573cf7G51z/wzglc65/wbwHQSn4svxEDUlAxbGELwewPgB2tfrPgf9hQAiEXNAJD8RXwAwimC2+G1+GQAA733NOfdFAG8GcC6A7yZPoMo9P4Qg8E/03reu7Cnhvf+ic+4dAOyXBUJA5ZRD0opL7P7Jv9rJ/Rd67iyyyCKLLLLIIosjKpK1ew9AvArAVkgmxhMhmSofBfBmzaJ5SMZCvhA8DMB7D9D+awCvW8jFvfdbcd88Lggv70ppI8TQwmvql4EfATgOwFPSio3vJbYCeIT5P1OH0lJ3uM2m/Nj970zZ35t9Fnru1HBoIl+Xb/NDTUGIR0oyNJ13h1S3xnIpbvzoz+WyTzlledT2Q5UePGmpYBp7ZwKqcvHRcfuEk5/0zP32Zc94gB5v1XMeTNCEDAhFXSd0SB98M6AWS0vUrRR0ZtoFBLE7J6hKffCoaNtUXhCyqiIusxam1QSFYEplKFhKPio63zCUNJkEraMLUm8AmkwHKgZ6mxEVlqUtbIrM8DpjMwGJYsrKym6516JBlO4YmYn1af2gKUbW2KeskWVAxueI/rcuD2WlyYmgTxrJQqLlaQZLA+3FWH8H2ve/9FjEnuY7M5HJULg/FkBON5gy1LqUcA5MmmLoUp6If+tY15pqJmaAQ0p8kt0ophREs8C5YgpymT5ElM8aonnNKajWte/WSKgZv+fihiDzW+gThJKpIN4UwbaN6JJC6U7zd4lmfSzkrfcZCWDKH+r+veXw3rRHcritf+OOUpnFP1A24L+/F7CVq9vkeT96Y6u9SgxJBdC074P2oaCIcWEsMIlM/fHLJT0ohmYqYsziW98T2Eim2zR7Zdn0hVaMxalcqTPIJ83N6kb61Ola6np1/IyEI1HTZgoSnrxmw6DsvI/omZr9CkPCTnScpmi3KXB2KqLQ1HM1eo6N2nJkQskQWBaGrEjKOhSNqbZZ9sYWogOAN+xsQ1O7cpqWmpoGpmNn0evCmBZZq1mWvQbnKtODbF+I4hfG9c99w8wpfSYsQrZ4OJ8Df9pnNKumkL5OyejwntfaZC6kmdS5lDXbM9WKaZ6GiaCsLP+klJxhYfQ95bpiJWGZdsklZtAyqexCJBUa7rqgfcjp2FaL4blxPZ0ltxB7zZt6vZSPaLlW1uVIChWF+YD++72JhSSC9QCYPkD7LFI+hB+ioENcmrB9aqGw+hb8ECKT+lTv/ffuw3WPBhBJ5Xjvd0I+lJ+bsi+32QIT1l08PGX/cwDcRqWk+3DuLLLIIossssgiiyMqmn5x/h3psRCGYDuAMw7QfgbSEftDEVcAuAvApc65ld777QDgnOsA8HwAYzBKPvpl4EcATgLwdO99SyqR2bdf6xSS218B+bLxL4mmLwH4G+fcpcYrIA/gL7Qf3zH7XgbxT3ilc+6LxofgUgBHAfj7+3Hu1GjCYZameRVBVZbuEduGyrM/He139h9LvnJ1TtDFD58X0KObO6Qw8JQVRq5sP3Ht21rNn6vTklv89E+E7y9Xv+Wx93ouxkn9Bo3Q/PvctKJpcyFveW9FUEGiOF3NkFFVzQsqUmjrjbbNKNLOvE1bEMpfg8RoK4LL/NCY0Y6ehMWpzqKLij6noWdRPYHWGVjDmDvGpZ/DOo5LTJ0ADeXYp92mMLoYFezJz7tHWzPMNqr86FBHOCfN0cgUWBOaWkGu063yqFZadErz+yspiHhJ+3LMgMwrC6rxHJFBWVK/FOmFdES3omLfWrg/StB2ap60L4X6F6JuvK1ZU8S8RItfLTrIuoUhlV2084R1DCuUudo1FcZ/UmsU+tso1xiuUyRyS0Mzc89Rv/TcM40wxh2KTBPdjaG2e+7Sm2+VoYxMvYbWygaLqEYmSCpPbFBCGh4xR3lkNhxHucXHHyfrw+2mhuBbH5VC6OOWvwYA8IgNIS8+52TOndCUuWtZgEaXsA31kjy3vGFAcvou1YvCYFCuEwC8osJNRfVtnU1ZZRaJBtv3j8RHRdHuqUIo6J2dl3vn8wOAej6O4FqhhIqi4xESbg3QiHLr+mNrn4jcRmyPfQDVOAZH00V7P0Tn8xPhz2+E2JNFKLWygzllRWLsBceRdRrmHmgSR+bJVcPzJiLerCgaPRuyiz0lPquteGKE1CtD0OgOzA6vRxlXZ+oZSlsVW9Mi66Ypfs5Nax2D3otlMtiXiBUzc6HSlPNP+Lj4BmDYxxQDNGswyajpPClVZRystC8LlKe8zKtSIfyt7dXT75mVe7cMQVc5ztbFjBgdxQ1knxmzplGyGazXaK3bjo6z98xtLDSO1Vq5BevRHLLwWLyi4iP9O8FCnur/Avgz59x/ee9/ZBu04PgFEGWeQx6qxf9yAN8CcKVz7uMQlaEXAlgN4MXW8RfCDJwO+YDd65x7buKU/2eUhp7vnHsxgO9BUoSoMvQUAJvQWvPwbgDPAPBF59wHIV+cng2RBH2J9z5aNb33w865vwfwfgA/cs59CZL+89cQRaMP39dzZ5FFFllkkUUWWRxRsZjo/hH+jWAhXwjeAeDpAL7vnPsugOshw3cagEsg7MDbFruD+wvv/Xf1i8hbALwRoih2HYyrrwkyG8/Wf8l4IQB+IbgawMUAngXxBnIAtgB4D4B3e+/HEv0Ycc49AvLh/RUAOiFKR3/svf+vlH5/wDk3AuDVELZgAmIu9oaksdpCz50WHkHRpFPz6CtP/zgAoHfdSdF+V3358wCAj/+bfN954Y+Ho7Y3P9agNvchmPs+N1Pb7z7b94Xvb92KhBCFK1hVCxoWKZJENAgAlsxLn+vaNloNyEsf8/19QPto6pRPIM02KMlo0ZiOFLSawVz8XCTZZtC+RiK32yhPcIyG5+S4H24KiiFUDlrTI/ezdSygwu1Glg4AZmuBkdjQJ6jZHaMytv1GdvRnt0pG3SMeK3nH1gyM98Bzz5m2aJsiSVbqs0dZA0qvWhVQsgx8phVTk0GUlW32OZD5oLJPmvlPUZHmWF6rji0RyE6EcekqyHwaVWRu0EhiUsFjvhnumapHnVUhDkfyITOSACP72VMON91bkfPvmpbnHiF15h7509ZbsO6EzMW8+WvXoUhglE/dDIh2Xu+5cbOqEllVkA7Zr6EIujcSlUSWic7XmuEeeO1GrfV5k6EhW/TXFx8dtW3e9AwAwH989MtyL3/2jKjtmEcIUtmkpKhREppXZLWh88tm3vs2vQdF2UtTYY2q9cQsYlA0pWl1zacu6hhPmlohjv+U1iJZydu2xHMAAmtDI65KI7yLTWWhxr30us/khoOsBtkD82yI3nvXOrlzRHUVzY/NcUXoI0TcsgCsEyAzZus2GglmwbAOUf2DrrnRdQE022TORbVQDbOekz3QZ9ksh/lFNaMoX98q++gL1OiWuWdZhGis9F2M1Z6QTaHZnDWBYw2B1tJ4Q3Lk1NwRrNcohhlG1aq2FOlhZle358O2MiU7Z8cABNUsACj2KAOhDEvDKqDp2PLvMcxt1XRNIsK/ujv8vaKqXSdrtQw7O6Js93RdWV0z/1mHxflskf4u/RtYmhMGq1YOa1temYwgV26ZcGTxexgLcSre7Zw7D5IycwnEJReQz5zfBfBKzXt/wMJ7fznkw/u97XfQ09d7/0sAT15gP7YDeN4C9v8MgM8cinNnkUUWWWSRRRZZHCnxIKgM/V7GghLBvPd3AXiC5uQfDUHP79if3n8WD34UcjkMdAlKRJWfj/6rsACf+XEQOpo/6QQAwC/uFLTpE38U2AOiFXeNCLqydqBVv5px6SeCCfMfnSH5zs86XvKHP/uy1vror9wgqkanLA3nXFJQZId59FZDvho3jSGiBYR82YIqbPQbBH4yJ33obAYVkUpC+cOqKdCMjV4NU0b/nggSlyBrIc9fuT5ZBSLqYt84LH3YORXQxW3j8vvGfkG+Tlse6jWIBNGyvtvkVROpn68TSQ9jNaNswSPW9Mo+Kbn528alL8s7w1hsHJD5QgUi+hgAwGZ909ep+P/JQ6EvRPr3KCLOnHsgjBnB1jSKtxoZF4XxnNAc2n5FZC261Z6X35s5NduyCjGFuNqJRYX7FBHtV7R8uBnQTObNLu8wakFENPWcZJaAkONLVJ/eBtoL7bv0wQgQRX4HNGuyucJ0NeLz3jUVkNh5ZTOIbPcWwxJe1/qC3Fli6Jez+eZjwgJQYSa/d0voZUnrERSBLeUCpLpVn+VyZZdmY2xRnMlb2xPUid79fCFl394r2z71jn+K2i75z3cCAJa0ybh3thtDLZ57fkx+MUwNUejSTqmBsqozrEPYXRGmIG4CJ79vm5U51FlqZft4X1Zlg+NvDRyLCWi0ZvK/C/rS93LZcqEtqTJkFaAiEzZF3OftOaljT9WfilEZ4tpHFZmZ8Ge4sE9M46hKFKtb0hoTIvDWzyHqC5WZOvpb2tLy73PKVnBbDM0nKl8wUL1GqCHQ63UNtewTeSKY6xVZo8B6hmlTT0KmhGNs6rj4EkZzPsZIyHte1HWr27znXIMtx10i4zuv/XOtawbRdSrSAUHdjstxV6F1MSQLMG7mXpcycWQc19fCulzI63PWDo6ZdYisLtfODUvC+8aoTcr6MJML83LKy3h36DrWPRVEDed7V7ec48EKj4Q40v0815Ec96kyRL8APJhOxVlkkUUWWWSRRRZZHOGREQSLE/e5VNw5twQi//n/vPdX3tv+WTw4UW80MTwhKg1EwM9ZJWjCBS8+K9qPKN+Jj/srAMBLz3tf1EaVDaLfm/eGWmYim1fcJfnVf/7IDVHbCap7v2lcUI4Zk9/+lu/fCiC4F1t32mGFkQdBBMao4yTzbI0aDxVGIkTJoHK0b3fzxj1U1SvaNN+VSA8A9Fbatc+KqJrrMo+YYGHNoJhUZZnS46zLL/0biKRbVP6M5dIHosgWzWd+OnO1bW5rp6J9u+dlrFZ2BbSvUogjuDftCc/tDFWM2j4hKGG1Hs55mvZlUt2F+4zKyr5ZuQ7rCkYNgsUhSkOTXYl5uVTeCbnQjQS8Y70GqN5Dhsb6OszpuFQUUR9thH4WqIeu89Pm2zY1V362IPOzx0wp1joUxu4O+ysjM6ooXK/Zv09rBvhMVzRC7ceeouRoM9/cKtLwGVYTcwloZU9KhlqItMi1n709+9cDb/QYCxP9nfnONiJkWRHOtr5WBnBAn9fmsfC8p3V+rOlpzZOmh8VLH7VR+j389KjtRa//DADg8k/8uexbDvcQMWx0LDZgpjO1BgCQHwuIZW2Z+KhU9AR7jRoS86nvUjbsuIGAwHMeUxlr3NQKsW7IsgLsH13H5xqhjb1r1znaNHncE4rcRvdq5jzz9VmD4MwEYP0CncxrhknyWg/Fe+jrDN4xlW6tudG8dmfz/fURso4klu+vcyBy1k1B10m2WdSbKkOcX6xPkIsrIxF5rbQyBaxPsFYwrOfI52Q+WmaOPhr5id16yvBMqUbEbd54N7B+gX4T9m8EnwPHwKqkqY1KqFdC8BMokanKLWk5F5kg+0pHNWs6PSYNmUJHdy6d9p5Jem1QL9bdCGM8pevCcUsDY864fvsYAODEJb0tbYziUvG7WG621e+5KXYPMbYui9/LuD/aUXkA6wC0uptkkUUWWWSRRRZZZJHFIY7MQ2Bx4vARk83ikEQhn8Ngt6A3tT1bAQAn7rgBAHDrqgui/doUiZj7uqB29Z6AKN1ZFXikTSGKp7z/51Hbb98tteX0KHjTd2+J2jpLMr3O3zDQ0i+iWut7VcEg5Y0mgm/RptzceHwni3ypAke9LCiJ1VSeVWStvRjQsLKLq/00yqYeYZb51HR+DJfZNi4oUVuK2hBrAYg0r+gOCNT6PnUTzrVqmNMJmfr3lXxom67F9flLBrFkjn0xR8Wk0BcVwYj6Z70GeG0qGB23JOh4bx0T9IweB3cbVaMhZTVWdVORI1yQedusa7BkDpHtzfvkXIMmb7xS5H3KTzvWnCeBMbE62XKBqqrINE1eNvcnExFTUVL0eVK1vofyofZgT0Pua4lRralpZnn/jCBzuZkwHtPdglSSxWm0hxzovoSOty182611AczvbTeqS2R2dkzKPn2GTRlUqDJirLx10aUqiPoJpPhdRKozezaFbR2CcM71yL1UjaoO2Z5hVTGxz3t8bj7WZt8Dzp3t+j7Mz4b3dOIecTR+/sdFDemyV/9B1HbriOx/2jJ5Rp0mvz1iaGiq2hHWlfG6otC8hmGu+rTuYp3WM9j5NaJzgD4LKUI/MQaDzABR06maeW46H2taA1M0gu98XhyrpeXQFjEDOoAFSx9E+vA6v0wTayPa9EWPO8rqnCun1Hux1oaKbabOKZpWUf2WYUz040JD+zJu7n2gvaLHDeq9mHdR358m/XBijFysu7YpWufYA1s/lGcNmaLz1o+j2aGqTZz/McdonU8JPwIg1Fs0nYznskqYsyxrauTDek5rAlfT81dDTn/E+mhNRNMw2ZWIidDaIjPpWNNClrRqJmtnu2Kv7YLmW1dWev2khWVHkzE/KjV8pf4VLW2FVSfu97j2/bY8OJEVFS9OZF8IssgiiyyyyCKLLLJ4yEVWVLx4cX++EDQgbsGz97ZjFodHELXI9Uve/jHdATm4c0JeqVvajgEArCoFROPvvyGMwmf++BQAwJ8/df/IQWclTCnmQ6bF3YocPrwk6ga35APecVxecppnOiTX22ZJF0tx9MelaGHnIfc51wh9IcK2YzJog/dEyjVynEUCbxoWdmKtooo2p5/3tV2TP8sGll/eJQgSURmLqPJ3ohlW5Zpa0VS2sL4HRMKZo22RQLINFUWRbf69vTYA3Dkalk3ezlJlDawqC9mDy++QfPhZo7A0r2pQVCLaNRVyaoc033+Pot98xgBw0lJhBE4cbI/dCwDkFX7jMFq0J6f3w9oBKr8AAEF1jp0FSOcixaLWcdmnTp98/k2T9dijz62088ZoW0FrCHIzYwCA+tJjkYxOumIbjXWvudlEYCtGweO0kV/LL9RvLwckvElHarpjrzk5asvvlJzwxl5B9nJdvVFbY0h8AJgbblVnqIOfY055W2BoGntFoaetoM6p3SGTuL1DnZ71kdj6lfGEE/Oked/JmHDuDK4KedyjayTf/8ZvfwUAsEF/AsCr/vGvAQA9ZUEsT61MRG3kA3wzjBWjT+sLap2CyD6sK7znO5vSP7qHW0UnznXWClnn7d5ZVWkyf+EaCcS3o2hUWfS83QqE2xoCWl0wN3/afILpoHaNrmU2r700L3OhqCpDvmDYCqLW+mzmDLMTHGjlfesw743T88/Tbda8byXO34RzOhCe6eQ866rCPUSO7PT/CE1RLQBH1q6lfK+5/hgbD9T1/FzvYvyHizNCli2K1H64Tz0wgFEdQ4pSEoOO5/Y55Gb1XTIqT1X166gQ/TcsgG+2x/pi2Y2i1jdN6xpv1yYOTb8qA45NtbrLp0W5Q97n6uSYdGU81NegFFcEmjIMZynfWs+RxZEb9/kLgfd+L4D1i9iXLLLIIossssgiiyyyOLjwi6gydIRTBAf9hcA5dzuATwH4rPd+16HrUhaHKraVBHVbrajA1ukw+4/uEHTvzLeLYNTHXnZO1PbbawRteI6irrdcH/znPvzl3wIAehQxfuszTonaLlyxf/RhmSLpO9rXAgCOqwd1lsgdU+WkbR5lXp0l81RLMQjP5jm53souRe8M2jQ2J+ibVbfhWYc1ed0iNUSy75kURIk50UBAyk5XNR6Lrg9A+j5fkraZGGrnY/vb6/EeJ+bjKjJAKxJo1XuItpV1f9tG9oD7bOgPSDg9BnZOVWM/AWDLPkGlTl3dCwCYMwpEHZrzzpoF5pEDwL69cQWi1T1GT5190bHrdK2oGMMyIPlEkrEdF95pGM9wouB70KoU05/Te1WVltxUmHu+R9DxhtFDj3Lz1SnXIu9tZVUtUYUq61bKfOXc8DY557DR8VYkb/IuQfpdLkzWcp/MnX23i9JRffoLUdvondLXNq1HaRj2pqRsT9ca6fuSc0+P2vI9dCjWeqLx4PDd0N8Lc4pGnhRqdvieUYnGousT+k7tnJK+Txrtc9bS8Pk96tTAOrzuUvFZ/MEt4hfybVN39Kl/+R8AwOXnng0AeNHjjonaHnOUaOIPltWLwSi+sH+jOq/3zgYWoaPotZ+y/4begPwSveY7srTNTEatSZrrCONRmRLWoNa1LHYcEBBzJaDQps7WQGCLCgXp+5w5brQm41fOa58NddihzADz962iWWde7rWm6/norHXRlc5Qpcbm2I82lcVU/fs2Zy7IT1Zcc0wNR17fJdZb2HeKveL6Y9/TyLcl5VMbkXOO43yKf0RRHXNtX1h3ETpXRDKsL0C0jfsRuTddIolSU+bEqihFf2fMOaMaB1VNcrFaBdm/jrjSm1xTLko2ys6h0TnW48jfEbs2tumaUdM6hvJ0WGsmK6JwlFdPljbDZKzROqDG3cJ6lkxNXqlvGWzsGg++DMt6OvBQiWZWQ7Aosf9qk9aoAXgXgG3Ouf9xzj3JuZQ3LossssgiiyyyyCKLLLJ4yMRBMwTe+xOdc+cCeDGAZwK4FMAu59xnAPyH937TgY7P4sGPlRVBb5pelBlyswG1+NufClJ56imStz9oFGkec/FRAAIy/v0rv91y7j/5278EEJB1AGgoSkIfhG4XEL1jlVEYqgrZVO0OKgflCekLESWbTz+rig6D6nq5z1sHUEG6iLhMmHxnItQWfZ6sUulIzrHP7D+jab3dikZ2lcKrQkSaYJatPZhV11sqccT8Z/U/VD+yzAJTTK07JoN7cfdG02pT63V0rPpMDQfPWYipj/A41V1XRGp0NjwbsgDM31/XG5RKOH5UUVpjWIDxak3PJee0vhO96no5r4pJuVSxYhfrNxCeJbeVTEFJnsihImZTho2h02epJohXtWgclfNt2l/pX1vb0qitRxFxm1vsmuqiukOWuMZIYMhyfYLGs8vj1we/xqKqexUGxQOgcMojw3Fzmht+odbJTAfEvrZEvDyWK0JtlU3W77lNrjcmSLXLhwGZ+Y2of01tF+Rw69e/H+5BCzRWXSSsQa4S3tOZ7XI/1d/dAQDo37cn3MNZlwAAJgvCjtiaEc6Pa+4Zk3ufCfU8t++W+1uu8+NRxwZUkv4bzz1T6obO2xDccG/cIfUSP/+d3N+/XHZT1PbtdbJuPfNMyYm23hkbB9RTQud/0TAuRJqpNjRetW9lfJ99xupgXt3NlxkmgszA3cocruwMyDQ9OSoNQePrbeG+colchDYfzlnReq0JfTesKsycvjd8hbvNCzChKj9VZYnaCq3v+USVa01A13vKcfWruWaY6xVVXiOjMG9qFshq9BVYnxP6SSUu/o2wBT15vc50rRXFJYPBtd6lyDw1tf7FDiEVmcgUxFzKlQUIzspm0UhgmLkU5L7IVdvWp9Hh2zKA7Jdep1rpi9oi0TAOh+l8Qdck1ii0GfZmZaf+/dDdbU0F9HbKylJNG0WznVrPtrEif2vJagLB2RtaI1Sv9IY2xOOhxAowPBYv0+dI5xkWhPB773/lvf9TiH/FSwBsAfC3AG53zv3EOfcc51z5gCfJIossssgiiyyyyCKLRYimX5x/R3rcp6Ji7/0MgE8D+LRz7hgAbwHwbAAXAPioc+5zAD7kvd+2aD3N4n7HrqogJXQdnagGFOFT//RFAMCb3vIiAMCIQftuuXsMAPC9P5O83s+8q/XcdFPdMhbOOa35pGs75XqzzYBH9FVk/+deJsjo559iLUmlrXNsCwCgvT0gL8zlnHSCWjeSCegI6jrTNn+fqifWPdfF+5kzOhY1Okx6F9sXCKg1RXx2Txskid0kAm9Yh/5KXC88TTecYVkRIn9csKzXAN000+6ZLrjc316tqHQDUfyKQQK7K/F8XKsWdcrSrlhb0/R7QDXyN40K4mVdhXftkHlx0pAcb8dlQJFb5hPbhZmsSL4VOITX3Gk+m06DrDLveEZVVtprITeWucXtNfG0mKuEPNoRZXgGcsHvoqk5t26DtBWHQs1BdE5V9uk44QKzURk5Vcaad6169kRWm52hD0QFxzRff2YuzK9VqqbSHBRFoeLwnVFb+wVPlT4oOjiwY3PUNnv77wAAw9cJCzA/EcZjZo/op6++WND54Suvi9p6hoUt6H7SiwEA/W1G+19rBk5TD5Ktxq/iN3dJncXpp/TKfcZcmuU45lCfvCzMqZXqb7FH1cDu3B4e/LbNcs5vK0p+4XEBIeV85ntnfR2IbPMdGTUuxoy7xtXzwcz9a3bIHLhwfVh/5nVeca2wrBRZt911mZdF4/LbTzUirispDrmFXGvNFVlE1m50mPtiW5euDzPWNTnx6cYuNVwjiM6XbQ0B10n1a5k198fnVUvJFOa9d+qzsR4wXC8jdTXTtUldB7gWdpVCR1lXpaUOsZoFr9cL6kZGRYkeCCn9dAkVpYYzTGDLzuH4yL8gRZWoqfn6tqZlTj0XyJgUDHszr2wl52o+H8af41CcF6Q/Nx1UtpoVYemKQ+sAAL2mD4HElX2sOlEX/XzUDbq9rVWlq75T1oXZnqD2x763qQrWjrkwHnRfP1wiKyFYnLjPNQDOubxz7qkAPgjgWZBPND8F8CsAfwHgFufcHy5KL7PIIossssgiiyyyyCKLQxILZgicc8dB6gieB2AIwB4A7wfw76wjcM4dDeArAN4L4LJF620W9yuINNOd0yrL3PaNNwII37SXVEMe8ff/9FQAwJ1jghS848N/F7W98VXvBAC85Nw1AIBf3xOQ1X5FJJgf3VAlBCAAOp97uqqIGIWGafUfKBdav6/S8XaLOppevT1c7/Eb5fz7dB+LGA8rKlg1yDv7MFuVbUva7etA91syC+E4ImvzEfIY0B/2eUrzeol+AwHRS/4EQk4stamt3j6vQ8WiCaP0QvSfzIdlQPo1n5rI3O7pMMaDHayNEKTHsgJEAleqy3JMIUNRIx5HVQwg6KBzzHZOhrxe6tFTgegco0tP9Ji1GPZ6zDvmfdoagpAjrA6qBiUq6jmiOVQL/Wy29QIAvCq4DJtxWaHj4iYD2pef0poWaqyXQ54tXbSZy0wnWns/ZLE60JrnTCUTq4iSn5Q85T7tZ9WgmKw98Oqq2ugO9Q+8H9YczA2dFLW1n3EpAGClKng5k3PduO6HAIBdP74CAFBsDwjiT974DQDAsZeLmtjR//z5qK1ckHsm8r6uLxy3rlf6sn2SrtdhrZlVVuphygxY5HepKqI87gS5r7GZ8BxGdgqTcfsdsp7cuSmo+Fxy3lq5rtYmnbY8zC8Ga1xsBLUsadtj1kQq+ty2N6CtvK/xeTpNG1UcfW+u2yFj3FMOz61L50K/rgeD7eG4kbo6wevuluVjzQCHaN+cRZP1HnSf9kJ4AXK6215d6zvMWtinRETQxjfrrM6dSl3W14qhI2uaDVzUtr2NwHJEfdGOWmaBa2eXUl+NFI8Vsjh2nWXMJBgNAKDYEhnckqmz4fpDhsEi/xXNo+cSY1d8rsFembymYfTom1IoVlr2p99EzlK3TV5PtlUNY1NpyhyL/BHMu1/QGiauK2QDFhq9naFGqD6m58/v/+Pe3nat4TPPrb8hf1tnSr0AgJuGgxtyf9t9Si45JOHhY0z1/T3XkRwLkR19EeSLwLm66UcAPgHgMu99jIP13t/pnPsIgE8uVkezyCKLLLLIIossssjCRpYytDixkK95nwSwC8C7IWzA1nvZ/2YAn7+XfbJ4AIMI1j5Fyv5gdcjdJZJKNPry4aAsc5rmhv/ZF8Rd9Ud/fmbUlv+IMAu37hVUzCK/a3rkuGZTtnV6K+GhahZESUxuZltTto1XBfUZngmo2Ois9J0o0GOOCqxDh94D89NHZsMqUWsQNQrninI4HXP0w/7MwaXWdFsKYs9aDLsWMfefiJxV+OF+ROztfVFdiHtbVIsIGRFwi5QRkSPKftU9AcW5eIMwNJPKgFgPBuaHDisCe5KpDRhSlJxXmUup0yATsWMiIKpEQTf0CTq13TAE+2Zb0dlkME/aIsa8L95zzOFYVUBymoNdLIU561U/I18VVLlaDvOyPCd5ufWy5NuuKoTc9/wuce21uu2+LOetDQmbtcfovXcoutel16nkg3wSCaBi5FBtnExV+cTNK1poxsEr28D6gPYlJ0RtzVyfHjeNliCKOS99KRllpcK+u+R41uOY/PbcWU8EAKxUr4LhHwZ1onXnikLSRz4vGuZP+eVFUdujLxd/hH3l9QCAZcbdfL36M2zp6wUQ3KuBkO9Phatie8idJ3J7jCL9zz17TdRGN4bbb5UajpG7Qona13Qerj1W1oO9x4e15qRl8pyt6hUjWZsybrwUuC78YlNQgBpfKfPoKPX0sPVDRIPzEZof2vbqe3b7iDyj4wcNy6RzfFDXWcsOkmkk0m9ZRf7KV8KuUcxF57pikfcxVSfqTbGJIfvYpmxT0eiksS6HbFjJMJV8ZS27weB6GeogwvrFpYX3Zb0KyFSy5CPN84HA+8R867Ot0P3YMM1cK1h/xJoOINQe1JWRs2PG52BZ5FDnJT9tnQb7NxfVcZm/A/RC0DXA+qAUl8q7NDOtDE3LXS08WOOAhgzk+HRY2zj3OLa2vuatVwpT+cQTW30nail/Ex60WMyC4MPoth6MWMgXgqcD+Kb3vvXNSwnv/VUArrpPvcoiiyyyyCKLLLLIIossHpBwae6BWfz+xJlnnumvueaag97/rhFBFy2azDRZoqY/3B6QL7IMd0/KtjXdAXZqq2m+sypqzCIgiHTHbORkW3EiaLvvq4h6CDWppwz6c6vm807qthMHAyrcph0lSmX9ARhW3Yb5sUSdjTBGdK6y7mPTQ/MJrWyL2FcVOWfuu0W0qczA/tm+rFV35TQ0vhEhgPG6BiBonxO9ufyusahtSL0kTlBviD3TreoqRHo6jeA1FVQiVN7ALy7hiGyXD7INRH5/Y+o7lnbF1YjnzGC3q+/ByapA1GWeWyGBdFqkjQgiNcgjtgkhn55zzjI1lXFhATgvLRtAx2FfCkj/dI+g1FREGTAoIXOlqTZjUTRek+gn9ekBoFGUZ5Jv6rtkNM+JVDb1Hkq7gpPv2KCwBRz2DoMKU0HFaZ1BzrAITa05YL6y9VkojIuDMt1+G7/5QdRWPF4cyxvbpA9/+cg3RG2ve9V5AIB1L38FAGDP0lOjNs7VCsXTDRI7rUwJc7wt8st5tWWfjFWsLkTHk67hP78zIKs/+IH4M6w7UdSalvaF53faWmFFluj7wPkGBDft3+4W1mjWOj/rPZTsy6/xcHXxtuvdLn2/ojx6U89DBSaykjYHu6xeEt1lrg+GOSzH1wzrQ7BX61V6dF2x7yJzqvv0+LR6rDTVH77rfM/KhpEoJupdnHmmu+ZkP3oc2FoHjgf3rliWIxdXUSqb+UwmgXU286aWJolsp0Xy/QOCGzHnY93UT+QS67pVxkrWcQGBIaavhWV2+F5O6t8BQ4oYZThln5th3Sp3B++K/QX/Rts1dH1J10BdC5tGmc8nlJEqbeHduHqbKHdNqpLc5tFQL3P7brnOTnUd53sEAMcskb+7l56w7FrvfUgZeBDixFNO9V/5/hWLcq5nPu6RuOmG61sEp46UOHwqQ7LIIossssgiiyyyyOIgwwOLWFR8ZEf2hSCLWKwdkG/+2/cFdHFJQdDLKScZjacuDagYEeqj+wRtrRtUhVrWRIgqNtusrtrGCkh4F2oBSoqgTMzHETcA2LRPDniqapBbFI7OxJUoZztcjmiRZQ0I2jj6Hhikn6DSds197jPHEVkjkm2VZQYVPZ7XWoV+ozRC9qDPSR5rb1dAaqiYk1c0x6p0xP0K4v/neNN1mSg7APQqcsi7skgZkT+OlQXHWDdBBqPb3Du3bR0TJOr4JUHN4jNX3Q0A+NNzRfHFsgJEPbt0PKZS2ArmWS9pD+fkIwzDER4qx7Op9QK5YpiXzIWeUXWhDaWAfIWTK0rYG7S3+Rxsjv49EzIHqJBk0d1bVe3qaFXYsc+m08lxNdUkt9rzjFmvCK7Jv8+pBrljjcSGAMB1TI7JPavayT2TtjZDnuUy9SoolsI4Mu87ryomzqh6NbqXS/907rk/eFbUtn1e+tdzutRPvOCif4nabvmaeBvMT74PALD+OU+L2u4++akAgHVVyfN3tVBr0q2eDRwP6qsDgG+TcRhsV+ZxItQCbBuXOcf8/fzGsGbcrmwUmYEZg/RPKWNFhiAXq1GRZ3qCMo3jRjWL70ancSnv1Wc/r2vUHvPuByUsOX/BuCUfpXU1ZB4ty0ikmOybfU+3qx/DoNZZWNSaKnFFdSG2imZLitKvOV3bLLLdpescU+BtHYXTsenQudvMmTmrykpcL5tGcWeZItReGd/OUut6STDfVhk0qdOv17UsLdnLYp7MqDmOrGlx/yxmdH17PWU/85FCWVgzGgmn4qJxOOY6a+s0uK2YeO5yUWV08rpG5cP7TV+XMr1famGezM7JOLZV9l89wMvUU5K3G/ruW/aGfZlr6ppv9uff001aA7h5OKx7194grP0fP2YjAOCGuwPjO1+3T/HBjyzRZXHiPvsQZJFFFllkkUUWWWSRRRYP/cgYgixSY2VfR8s2Pyto6ES1VQkiyj016EzRUadZYtN4gDR2T8vvS1XRxup5M18zqP+EPly0TpVQ1EnZIlFE9Ih+WzRnnyLbbSaXlnnfETplYIalJdl/UBFL6/xJtI0qQbbv9EkYgCAtzWYYRyJrc6pEkzf3VffU4Jf/W6S5LYHiW0ZiuyKoKzWX2WJj0f0oMtRunXz1/EnFJDkOsXu2tQ5UzVih6L9FHl9zwQY5Xjc9bFlAfq3nBQCcuSKo/lD9pUuRWJvLyzxZp7OozTgqNxP9tME7Xam1GW5qrmUfItMTBmTfMSXnOqov5Mu2KZrInG2rxME6jV9tl7z9E4x6zKgnwix9jyvayD0P9cj+czPGSVlrB2xtQ3SUOqbmlUVoM6zDgLp/j8zJ9Vb2teYjjzdk3C3rdrd6Ltw9Ls/ohl3BHfUUfYaP0Fqhc/71nVHbtk99AgCw/ZfiiNz1819GbeuOOUPvRZBx1whjxhoHFOW6OVM/kVNX1S5FOtf19Ia+K3pPpqbN1AKQGWjTOWTznVdqnQDVjfjMgDB/l6jCj1VP2aVzdm1vYPKYJ96pgK9NYY98ScqtWmE5F1fL2mvmEJFioq42j36VeoFUEnr9AHDass7YPVi2dFzZHhKU/fkwxvNQf5HEGgAAnZ7vSSvyXlB1LtahFEbvitpYo1LtFP+IvAvHDc9xLY07kgNmrWnwmYY1iog7xdhsKUdUf6LnssgmWRhexizPcFqz09T3xpu+8Nk3ldlpGLqCp7D9Syrt2HEsqws6FX7sHCdLSgU0b9iDvI7x/Ix4bJT6V4Tz79sFABjS9WjUBzZ4Z0Pes+W6ZkTvGBD94Sjos9myN7RZrwwA2DMR1sl1G2T9uHWn7L9lZ1gXRhLr+YMdzYwiWJTIvhBkkUUWWWSRRRZZZPGQC+/jqWb391xHcmRfCLI46KA6wYpmQBhqihZRgWKiHlA7Iia/29OqmU6lDwK+28YD4kC3UobN+79b9caJJlu0KcrxrrQq9lCdw6K0Y3PMC5V72G200utaC1DKKYtgDuzV/qzoUATL6FW3F6ioIejNmNHqruTjCh4xXW3dRjSrYfpJRoCImT1ug+aukw2wCh5UJsnnmZ9rdbU1f163sd4ACIgjUeQ5c38TqtNOVN8qtlANisdRWcUGfSri11O9cVXksLm4RLCo5GGDIDcX8T6jlBTptjcFhc4bre96n9QMTGtNzG17Qz9PGJQ5vtewMHzePxmReWyZpORY/XLbWMu98vlVDYJ71pqAYANApb2VkZvUy5CZA4C8KglRpWjQT0Vtvx2Wfl6zQ9DJl5/bes6eDrm/V379hmjb+Kyc8wXnSO3HeaZvp/dKn3O3iYqH7w3OyENnnxw79zc/dHn0+7pP/woA8Lgf/7sclzdeA6zTmJH7as6G9aExNQYAKCwXtqm9LzzTk4eErWDdhJ17y5QFGFVH5BOMr8byTkGDWaNy295wvZXdMgd61dW7YhhEqhlNm3qEWdXwJ+O11LANlWLcy8U6ikdOt3zPDUPD/emsboFnspz1FBaMij6WCWWQ/WQtU64SmCTunabQQ/fhJaW49wkQHL6p5uVtjYoyOqWaviOFMPd4r7xl+ybzXafSkr0emUK6x9r3J8nqWka1Zah869rB8bT7kkHiNjsXqAaWmwqeFI32uBqeVWRqFAVdJ+JPBS8AqLB+QfvlDHvAuppy51BLn32pI3ZcyfyRYG3JNftU3agaxv9RXaIkRB+J9Ut6o7YrTV0AEK8NmNH5zxqcc44ZDMfduqelfw9mZAzB4sSCvhA459YAeBmAjQAGEM9QAADvvX/UIvUtiyyyyCKLLLLIIossHvLhnNsKYO1+mge993vtBufcCogZ8CUAOgHcBOA93vuvHor+HfQXAufcJQC+AaAEYBLA6KHoUBaHf5Q7Atpx2Q07AIRc12UG3f/OHTK3T18uyF5/W8iVJJpCbf5lHaGNSPZNw4IgWoSuuxxnBnoMSkiFn8gd0uSiE6W1SkLM1W0mVIPsuaYitRrj2Kn7ETi36B01uhn2f0TkuiI/gdBGcJsqGFYooyvhNmoZE6a0jmtdhzUKndS+l5SZsDUEzGmm4sXOqVbEkn2wzMKAPsMhfV7X7Qxs0RV3Cnq2SlVgdo615u0PqFqKRVapkc4cccsQjKrb9MquVvdQMiDc/46xoEjDPt8+qv4YPcdGbfV5HSt1kt04EHQ3OC9tbQrR1mecKKhdzGtAXYHn1RX4P28MyNmdozJ/qUp04mBAVOfHZL9SbysSyAjz10wUH382BXUzBoBTuwS9H9oYkLxk7BoXBPelDw9/kzh+VKnpm7o7anPbRWmksfok3WDqUB75TADA8gFRKXraQKgZ+dw/ittxz4v+BgBw1te+ELXlJyQXujktc8cVw7tfGFwZ629+fFf0e3dJ0MzjNF/9WyNhsp+zTlgN+pOsNz4EZACJJpMVAALT1ZbyTq7T2gHrcDyo85bMlV0zpvV9m8q1elJwL9Y+WfSZe3Fu2/nPmgWKH9l3ke8pL2O9NnpUIYd1BaVGYGAnvLp4p6itc4mgP0zbdPh8Qsduat3b4Lq3DzJmnebcncX4+mXHOKqZ4lpjkN7ZAyjZkBWZqrUiwxEjoe+NqxsEXvP1qSTkLF+ROJX34RlRgWuuMzBkiOrm2He0tNVL8reyYBZ0R5dweoKYd6rcGWqrAKC5OXgI7eo5DgCwZ1p9D8x6/j837wYQfDSONv48d/bK+3lcl7yfH/z5pqjturuEPdiq63jJ1BTw9zl14z51VegbvQl+gQc/POLz5v6e6wGIWwG8I2X7pP2Pc64fMsRDAD4I4B4AzwHwFefci7z3n17sji2EIXgXgL0AnuK9P3inqyyyyCKLLLLIIossslj08IuYMvSAfCXY7b3/wr3vhjcAWA/gyd77bwGAc+5TAK4E8H7n3Fe9NzmjixAL+UJwHIA3ZV8GsrBBpIsurrfu3Re1PUF1wmsp+a90oaSjr0XhbhsRpZG1vYLkWYaA7z1Rc3vuZoraBoPo2a6pgCIzB7lNkdFlJq+d6CwZhTQNfyJ03QHghKsLEkcVC6tKwSDbYAG6CaL/eYECZ304KRkP3te4UXnqTvTP3jvRf+biTlZbIUE+t6LRTKc2O2OgPfSF5+e5bR53r+63VjXXR81YL9NnyYXbKgntmxUEakl7vHYECIYznCfWWZ31EtPap4qRIZn1VI+Rc1oEiffMPPDRmbAMru6R59Zv5sJ4I662ZJWqKsoM0Jn15KUBmeOYLlVJmrZ6yF3f05QxCg4IrdHeJmM2ORNqCEqK/FK1pNG9LGrb+aG3AgBWvuJvdMuJLee8e1yeybrekFNOFLqs+d/W2bS5QpyRUZfjfFtgBxuaU54744kAgIG+wEz8aa/s96O/vwwAsOlv/zJqW/+hzwAACtXrAQC1dWdFbbk5YQHoW5Cjsg2A3Ky07e2QUTt/TbivHVr/Yz0iGHxPIxWZQpgLy5XRTPMp4ZSxKmJEuZlvbllIzm0WOOaNUTpR6059RyyryDWG3iMWad4xJe9Zv9Y4WI199oFbJuftu0+3djn3aMO4xBfYX/lp17ZSTtdaXQPqHcHrgfdXUv8Bb3wImAffU5ZtNt+fLArvz/aTwTloWRX+RkUh289oW6I+ATDvuo6VM/2ksg8jxujq75GSV814lyizkM+FcSzmEvdhad0UJ+RoN/ZB+0WH8bRoGsf05X4MANC/ROo17jbyaOPKPF29RRI37hoJff+1brtFvTpWLwn1BU95mKgYjR8n8+yO3WF8blFVoSXK/n/8B3dEbX947ur99vmBjodiUbFzrgCg3Xs/cYDdngNgE78MAID3vuGc+yiAzwF4AoCvLGa/FuJDMAxg/zM3iyyyyCKLLLLIIosssthfnANgBsC4c27MOfdZrRWIwjm3HMBKAL9KOZ7bzkppu1+xEIbg8wCeDuAji92JLB668eQTBKFkbvJ5qwOCuG28pj8F4VzV0+q+SNWgbpO72FWiLrd8XSeCDATUNZ9rddht6P79qqk/aZRp7p6UvFcqjgBBlYiolFWqIMrEPPUpg2oR0etVsMiqRMyps+esosl9uda24MrZqjI0p662VgObfSGq2GFYByKGE8qiWJScdR1UT7JeANtVb3rjgKBFNw8HZIgeAVRlyRkuw7k4wr+mJyBYV+fGAAAjely/qSfpSuhdWxaimEhmNgA8VmrNwjb1WyiZ+0siuFOmgIJoZodhMBhUlGHtAtVkgKDFn3dhrhKZDC7U4bmV6kTv5V7XdJdbjovcVHOBPVh1ACfSZFgUutzeFWubcmFcl73uXQAAPy99mh/dEbU12kX15ERVUbp2Z2ArVqmHRZv6H/QZh2no3HZ6D242qJLkibwqwumMU3TvS8Wv4I/05/VPf1zUtu11LwEArH/T2wAAuZnAKs63q1oNZFu9PdQ6zOq7MatsjGXfjutXXXmiwgbqI2u3piTbxhBQXj5LIunVmPIXWq7TUOR3qdbQWKarT6F3XrqnbFk3PVdK7jvrm8hOxDT1dY52Oxnj+XJ4NrVEDYF9jbr02nMpSkKz6lNR1htsNypFUw3pA7e058LxhRmpEWp0CmtQmAj1HUTX2fdCPvQzek8jxSTDSCTefVsD1UjUy8QUgRJQZoyEpoKQHle2+1LhR/trr062gNfNGY+PyDXcpSD+PGezYTaqVwM9Bsx95dQF3e2R+p/GSBjHhtbQNAdk3jujzpWflLojp++IZc7592NA19zPPOf0ln6e/76fAgA2GhZzKvF3wzp8L9camimttSoa9uyuvSnO7w9iLKbKkHPupQBeajZ9wnv/iUU6/U0APgmpIygAuBDASwA8yjl3tveeiza/IGxPOQe3rUxpu1+xkC8EnwFwkXPuMgD/BGAL6K5jwnu/bXG6lkUWWWSRRRZZZJFFFumx2EXF+uF/v18AnHO9AF61gNN+xHs/Cjn3ExNtX3bOXQHgPwG8FcCf6nYqUKQ5wM0l9lm0WMgXglsh4+UAPOkA+7VCcln83gfzq6tGBWZVN/Mu5f9WBeN3w4IwbFeGoGxg4ePV7XVO4aKeilE+YL4z8/gNNES0aSolR3WjKt9YdJe5rLtVRWFqPkzdSGGHebOm7+zpdIM5vAHFoY4zAX5vFFR4XC0lJ5b9Yt/TFjiqBNnjuFtdv5rPGs1tMi1kQsjUAIFpmVRfAaL6QGASqKRi6y7IGsxqzUch34qYsa6gz6hKcRt/NlNy+hlNsyzx+RI9tezIXGIcbVvkQ5BSWzGmki2h/iV4DtAD4+bhgKCToTpJte3XmKKRbXPy++/2iECErSGg1wL1v4fnwn2tUnCdDsVzBjVt8zreOgnjC2qcWaD/BwDUK70AgBzdUefDPZSGJf+33iOgElkBIDBke6blXL8cCcedv0bZIh3Pn98V2h5zlCCoKzrkfXX9Ia84+UfguBc/Jfr9k8/+MADg2J89FwBw8Tc+HI5bJ+gz1YUa/aFQYK++n0TNrefGraPqP1BW99dyeA5k5tpnxwAAs3mTU66noMO4XTmoumTnDvcnWzQy22hpa1MG0a5pnbk4k7e0bNSC1DclYpuMc22PTplZVQaqmB7SUZd1NfZ6ZBPrrJ+wjsO5OCpPZ2sAWFKUORDqSMy+ygjldRx9IcwhumvzOJvTXVc2MJ+4blpf5s2BvBseZ3X+CzoOVVUCsoxBS22EQe7Zz2hbzsxURfXJyDXNLM4n6wVskDWwSyHZDWWncoZZi1iKDlHGgmEI6ju2yC+rTpHjjH9KTtd23rtlfC88Wt6b1f37/4xYr7U+h5OGZE3brgz6lFkLj1subddoDcJZRw1EbWnP8sGMlDLFQxm9AN6ygP2/gAOocnrvv+icewcA+2WBFEw55ZBKYp9Fi4V8IfhHPGCqTFlkkUUWWWSRRRZZZHH4hPd+K1o9uO5vbAXwCPN/pg6lpQVxW1o60f2Kg/5C4L3/h8W+eBa/P3GsuojevKu1aJ7olEWDiM5uHBBEw6pS3KkKCcxPt/nnRAe5u82vJiDEb60WxeBu7bF84EKszYLdVPZhvUCa/rdr8l5akX6q/1R9aEu6jVq2gr+RGbAsR3cCcbTnmY6UOwTZscg7ETWi8kf1BfRo27ggQkT6Z03u6I9vHwYA/NEpK7QvATVizinH8bp7AvJFJSF6DZy6NKhZML+fbMBcigoJY96wTET9+SztHGrTB5fMwbbHRYhse5hDnDMEVE8YCv0kY2VZqd/tFvT//zYLyHPO+v6o7VzV5j5GazFWdgV01yVQyGWzQd8fOF72UdSvzQqUqJJJVJuS4rTKsJ4go5Py3nB+dJYCSu7710lXNA95dTM8U6Kmrk0QwLUb+qI2vpcbc3LvuXXh3q/aLu/6KcqcbDTI9syszK+clzHwF78wanv88ySXuTYt+1z3mn+I2k5548tk/4qMp1+yIWrj8+UrvNeg8ydB/BLuVt2mVXOhLqFNHXWb7XJfeSONwXnM/PbdM+Gco2SSzMLA2oHilIzjUFfwkRidjTt1WyYvp9r9pZy8GzHtee2rp5utQbSpSMN7gNHGz2uefkM/m1gFrkZirUlTO2M/7Seb8YbOe+1CV7n1cw99CGIMgd4PSyMsgMy6gKaud/GajHhfbBuZVNYY5WJa/loHoZtsHVdTmYzgRmzGTMd/VttKtj4nAvr3j3s6895QSc6lSNzQzdmpOleMIaArc698rrOrX+2WX0vbtz4KAOh49puitsbW6wEAhbF7AACnLgufFVknZj02knHl34ln7Gsu+1207XPXyJrUrmzygPGHYYypgtGJK8Oa2FlZCJZ8aENUhhYpZejBg7yPBrA79MPvdM5tB3Buyr7ctuiKnwtRGcoiiyyyyCKLLLLIIovDJpreL8q/QxlqNJa2/RUQBepvJZq+BOAo59ylZt88gL8AMAbgO4vdxwV/zdMOHQegDylfKLz3VyxCvw62L+0A/gbAswBsADAL4DYA7/Xef8Ps9ycA9ufq9s/e+1emnPv5AF4NudcJyMP6W+/9cMq+C7KXPpTnfrCDCj82VpQEVds9HdAVurZeu1MQsJ5yseU4KtHsmwqI2QpVQCEqbxkCRiFFm7oZIVGt2/oUebSCF5Te5+7O5Ocyp7ij0Hpt5jXzp7e64VQX0oXHMgRkPohY5hDGikpC7Lu95wl13WVNQMn0iTUSRN3W9gZFIAaZgp721vEfrwoyNJfi63DDDkGHyQoAQfP/BH22MX1zzZHv1rz6ct3kVysDMqJIfzGmix4fY6thPqfI3LoeuS5rQYDAKBA5smorqzvlek2nz93ojVfyykoZR2vWn1x5j9zzVXcF9JmOxmSzbD0EGZ2OCWF/fSkwEVV16W3mW3Xp6aJa3HM7ACB31NlYSHD+5+vBUZYOrY0eYX0qbWEuzH3nXwAAy054OABgT+/GqO0eVXcq9AkSvt6FMR7T+bSiU/6M5LYGnfLK+I7Y9YjOA8DaN79X+nTHVXKNr/1P1HbFS98HAHjEu54HACiuOCZqK3YJIjpebXUCnutbJ/eg25qNcD2qGHl1OB5qjkVt26uyrWev9H3lhHHmXXoUAMDVAqXQzAuLQnSc+fQAsIT69RPCVuTmgvGoV7WYzl4ZD2/qjpptfbr/eGxfAIBeh1r1UQ48gGJTlbcUHZ/MBQawlnhl7ZrR42W+04l3AvtHle1nJM4haH1Gw9RpkA1jHUSjGPrScHGG2DK3Oc2xJyORN8yJyyeVyYxyFH0BlEFJOsTbsGzrTOT1IOcaMsxhri7jMpOXvtuaDN67Va/Kzeu6wToE08ZnmJ+SP+mWWWjoPGQtgfVzyOt7NnX7bQCAsGIAvliOHbe8EdLSZ8q9AIADif+8+MvXAQDm62GNKhWk77eq58Dpa/tMm6rp6d+Gm7aPt7RlsaB4vnPuxQC+B0kRosrQUwBsQmtdwrsBPAPAF51zH4SkCD0bIjf6Eu/9JBY5FvSFwDn3eoh7WvcBdntAioqdc30AfgxgI+TD/gch78/xANbu57B3Arglse22lHO/Ws93OYC/gnx7ew2Ah6s01LTZtx8LsJc+lOfOIossssgiiyyyOFJCVIYW71yHMK4GcDEEwB6EZOttAfAeAO/2Xp3n2BfvR5xzj4B8MXgFBBC+GcAfe+//61B08KC/EDjnXgLgXZAPsj8A8A4AHwJQA/BiAJsBfPwQ9HF/8RFI3tU53vubD/KYH3rvf3agHZxzSwC8HfLwHuW9JME6564G8E3Ih/h3mkMO2l76UJ77cAmbTjmTcA7+6ZaRqK1XlTVOWy7fLS1dt1K13Hn8+FxAV4LmtipPGESc1+Y+SQULIM4QENnkfsxFB8LCQATJLjjUou7Ipywfipy4hN41EFQicqrE0UypceAwdJZaEZgIWTNIGdkNMgyWdZhPrJJWuei81TLuVKq4bVdQjyEidNXdYy19WKI5pmmMQp8+01lNJG4YrwEq7lQj74dW1RPquNt+7lPEnUi/nV+37ZWpn9c8fjtm3I95yMyxBYCSonfzDXlG49WAYSzRZH6rR9+ngC3dtB93bMgbr+qF7hid1p+hf0/aKAxxk6iuQQJr6h9Q8K31NcxJnlshSiNpuiHVKUHryp090bb+LtlzeEJgwmapFfmlw/HsXGAPisvX63XVPyIX1Ev6+4l+Stu1ewO6eOyA3Febk231NadFbUSym5qhbvOyJ9pk/Lo3CvOx5vkBX1r7Mq0d6JZ99n05/Enpu1C8DNo2CpNhkXRep6A1Es1KOOd0myiwtM+PyX2amowVFen7cPFYAEBl8LioreueawEAtc0h59rPy7jll4r6UW7tSVFbo1vvuUNYBLfP+EDsU6SY6HDF5LWPSG1gbYkyEmb+N6k0pY7NNlfeKQPRVF+ADmfrh1QHX9mmvNY8AEBe/QNqy8XJutuoh8+BKkFyrnzTXE/RfI67M7UOIzpl+ioyB+3zboN6WVRnY8cDgFOU3WuNhDdeFvQ/ofJQkvUAgEq+dR1i32kwPWnqo27aI2tGmit6p74u/vP/CADIPyu4a5PFsa7CPqohSKn1ISPXqe7dDfM3rKZqUvVWn9dcVy8AoGOdYJrWS4R/d+ji7RqBqWyU5DjrqZKMT/2xvJ8fu3JLtO1HN0na+kbWARmVtP+6SuoLHnms3MPOsbBm9Kas/w9eLGa6z6H7SuC9/yWAJy/wmO0AnndoetQaC+F9/gzAr7z3FyFotP6v9/4NAE4BsA4PHDuwDoKU/7v3/mbnXN4513kvh/HYLudc62oQ4imQv8Ef5Qd2ANAP5JsBPDexf6q9NICPAuiH2Es/EOfOIossssgiiyyyOGKCRcWL8e9BLCo+LGIhKUPHA2DJO4etAEQV0Z+AINz/sXjd2288HvJl5mbn3OcBPBNASauyP+C9/9B+jvsmgC4A3jl3I4D3ee+/kNiHdtBXphz/KwDPds51eu+njL30f+5nX57vKw/AuQ+LWNnX0bJt815BssZnAtr0+I2CavEFtA60RLe+d6fk8548FJRUpjUflOh3p289jrnrlh+IckdNfjqVaGbrzMMPbcR65hNKF3IdSlu01glEOa2KHnmjc11rqmY2WoPXodJFpEVvzkXjZZuD26XMQIH3Z97o2cgTQc5tXTapSHLJ0YJmXr01oE27dgqCdZyyN3eNhMTUca3hIEPQa7wGqBzVjJaH0E/2hbnyNh+YbM+4asEPdpi8Xj1XI9dad3HWSkFbV3RKH3YYFoDPtqI/rzb5r2etCdr2+4vJmeDZsEkdtx+j6jvjpk6AzMxd4/KcN4+Gsfr8DYK+XXqMzPXBXEAJidxSLQW5cM+sK+BczzeMQok+N5+CjFYnx6Tvqtdvazgil+s8tevDcbXjL5T9d0v2pEVB5wsyxpUx8Zs8b92xLddl2DErKZrcVCUc6yLN3zu1rmDryvOitg1O7oF51Y0XvT305XsfAQCUl0gtwezA0VFbQdFx5vZP+ID5TOnzqqjue2Ff8M7MK1pb6RYPhf++NdQQHLfkBADA2acGRqjeJ3Nnls7DtZDGS6R4RDO/B1aeGPrXLsowYG2FCwoxTUWRibizlgAIyHRT60+I0gNAfn5KzzWkx4f5VUx8smm29Ua/c4wKdwkD4iqd5ji5MdZ8NDqC9nykn6/rkfW5yOekf5HLb0w1S+c276HamvpMpsB6MMw26VmiTeacXCe9KsXVDLZJVrCRxhDr/GddlK2PKvXIe5q7VABZb1B9jm3DODBzbYrqC8yzIVvQVE8Q+2y87lcclLlU27UpXKdN1tz8wDK5hnHx9lqjgoJcb1/3+qjt3d+UJInPP/fMlntOxisfHo776S3CHFFt7pd3BhZ/tyrI3ZDCBhxeDEEWixUL+ULQAMAVgD9t1fRWSD7/AxH8q/QuAHsh7MW8/vygc67Xe28LNGYAfBHATwDsgaThvALA551zR3nv32r2vTfLaKf73H4Q+wJxHdlDee4orPX2moP48JNFFllkkUUWWWTxUIxDrRB0pMRCvhBsg3yQhve+6py7G8D5AL6s7WfhAG5saXE/LKAJGZcAnO+9H9HzfQVSdPE659yHvff7tL9fQQJJd879G0TH9U3Ouc+q2QSwMMvohdpLH8pzR2Gtt88888wH/U1hPrfVuu9WdRbq6JcNQ8Cc0WeeIMjXhFGJyLeCPlEEpRaq+YQ2oup23ZiohvMCQMGcnKh1miMjUeq6NlXSEuUULay78IpFeeKKBFpFjUhjO2SSRUHEtpxrRcOI/vO2bHcjBkTHOE3NPskiAMAyVczpV9deqyjx8DV9sGG1wX+7W/Kc/0D3mY3p56ufgz4Aq3rCPlQbcu895YDCjSiy1q9eFLZug3nLrP1YYhSueDsrlT2YHjyojMIofrApIHPU2e9qaLmOUVexTAcArOsLKjBkJX6g/gUnmD6cOKhsFp+KGatZnViRv4UZRos0JqOs+cdtDcFrLONFtoD9LZpcWWqlN/W+at/7ZNSW75JnOb1blHN6XhwQ+2TYOoiGY0K2j10fAIKcuYzB+lJgFholQaQLiqT3FwNbsf1qQUFXKHpaGQhYyd4N5wMA2kqqGjQfUPZGUZ7fHvUJWNq9LNyf1hx0TMn97RwP7x/9O3qGlkfb1uiwUblm0oclmGpeE7PyjPY1Q9tRg8JmFIfvBBCvcSAKnK/Kc4s9Y2WQWPfgamGs3Lz8XtolOhkNo+TE2qVIncgwULlRyQ0nMxCp15hzUrUnPxlJowe/CkXO68aDoVefMy1EjJUIcqrm1QCV0EJtizNKWPL/8OeuXBRGget6JWXxp1Ox9WAgU8klZpXxBmkryD1v1Xz4Wko16pXzMj/OXBLYbvpI5E0NR1QnoL4h9s9ANN58r81xxWVHxa7nS0b9Tf0KCqxRWXUiktG467cA4rURb37s/pm7ZNwzGsoO//PZUqdE1THrUXDBWcKakQ3g3wMAuGPX4VO6+BAqKj7sYyFfCK6AWCv/rf7/qwBe5Zxrg6zsz8XC04V6cd8soLkqfptfBgDAe19zzn0RwJsh5g3f3d+J9EvN+wF8BsBjEeoirGX0bOKwpGX0Qu2lD+W5s8giiyyyyCKLLI6oyBiCxYmFfCH4JwC/dc61ee9nIR/kjwHwAm3/AUQV56DjflhAa0ImdqW07dSffSltydiqP5eYbdYy+s7E/ishXyJ3pOybjDR76UN57sM2btMc9FeeF9Rgid70K7z+rdtD7uJF6+XRXbVDUAj7sp+xXNC+yAug2IqWp+WcFhVttYAulWS4X8w5WE9LlNZOUtYTUC/eGbUIq80NBHdOICi8RAyBUZ1h1PTCLt/6PZBofNPcBO85qSgEBDSYyJrdhSnd1P636hJTquq0fVS+sz5sVVCyYR/oLrxlX/heS0T1t7skR5gu1ABQ1rxX9qnHoPlEW9eoupS9lwFVHrplr1xnXW8YF86BNSVBFacMWjuq9QhLtR5huUG3GD+5U5RfrKPyrSNynROHwngQ6R86RtDrkpkM++bijM7aHqMklHgmVgGEvhErFL206DoZD/or2KBika1NScbQPqkFaPStiraNObnHnoIyQs44KlMthT+NOlFjXN5Lr6zdyMdeG7X1PeFZcp/qJtzWHTJIR9Q1maxK0ejnO5N7DsS19Zk/b30LGOvf/3kAQP267wEAxn/546it+7gLAQCVnYJw+rmAYA4MyLozUhFEe9qHe6+3S2Ym64ieeXJ4ZrfslX5u2hdwlx59v6lRPzYX6Jt5fa9Xd2mO/nzow66ajOnSIcmqHTfFPm3d0oeS+grUcuG5l2rSB68Ita01IQrty/Jsc8ZPg0o+dMhtjhmLm4GVuo/m6NMhGQDs7wDQNLojyhqwriBtzQn1SnarbHORJXwY/8g/gAps1TBmJWU3iqw9mAtrDe+vrHMWOeNfYJSR5LqhbUjXg51Tso3KYQBw9TZhariOtVXCezDJtXQiqP6wtitP5Sj7TibuCwd4X0v9K8J/7O8A5n7wqej34vGiypVf+zAAYrx0X2JVf1jbmpvEC+T6ivh9HLssPP/TtYaMa/2vjSv9E09cCgD45/vYhywOzzholSHv/W3e+3/TLwPw3k97758MqSPo8d5fouk8D0RcpT9XpbRx256UtmSw5mG32Xa1/nx4yv7nALiNUp/e+52QD+UHay99KM+dRRZZZJFFFllkccSE9wKSLca/I51oWLBTcTK89+P3vteixxUA7gJwqXNupWq1wjnXAeD5EFvnSMnHOTdgU4t0Ww+A10OKkb9vmi6DeBy80jn3ReMVcCmAowD8faIvXwLwN865S41XwP7spQ/luQ/boPuudWMlIkd0fkNfQHeJGJ+iyO2kyfVnLnJJ0S2bO1oqxr/f2neb6JTNQ825ZmybrVWwvwNBix4I6KyrC5Jbs8oTnvcnx8fyqjXXtKF1Ba7Zuvpw76IPecRJN1s7jvyVyPtMilg3HUkt0zIfIXlyxe5Kq2rE6JQgdLunQl4v9bvHJ6R/swZho+rPb9TFeOdkOG63nov9PM7k59KbYJouz6ZmgSo+Qx3Sv5GZcD26YlOBZWo2tNGTYNeU9HPCKAPtmRYkcFmnPLffGA+GmiLhXeWwNJ6kNQScOtajgAwXH/N37wgqNRsHpF99qsRk/RVYL7FlTH6u6g5z6KguPZnmV1vVH6clRVGOciWFZbrl1/LLhSGvmE7RzEEvNI2LrrrKUgu+dN4fhutpH6r/9235f4fxpFT0kwj/ncPhnKvbpG1Gc7Y7ZsK4MH8+0nG3OfOKrLINRuuemuxefQi650P+eeOnn5ZfjhGt9Wb/anN/cq4l00IsM08eABrqHNzdJs+quCcQt6Wlkvf/290Btf7F3fLn7vw1vXKfnWGujikwzRqocR+YjzZlGscbrWwd9fJ5r+XZgOazroO72Hxz7+Pvegzp57gRee9bGtoarBlRFsa6A+v8cMpINA3jyefGPP8InQewdy6+lrVb5labquqQWzTKZHn2U9c469rLPkD9Fmx9QU5NWpsVuWdv6xI4n/SnZQgaeg/H9Mv+VjFsptZa78Lg36Td+VA3sYSu61r/ljP9i95ZvT87x+fHBKss9YZz7S9yHeGZuur0Afa896jtFv+B4tKgMkS25+S5rQCAZccFXZiOxN/TR60PrF3hQMV8D0IsVg3BkR73+wvBgxHe+4Zz7uUAvgXgSufcxyEf7F8IYDWAF1vHXwA3OucuB3AjhDlYB+BFAJYD+Gvv/T3m3MPOub8H8H4AP3LOfQmSovPXAG4F8OFEdw7aXvpQnjuLLLLIIossssjiSAq/iMZk/ggvK97vFwLnXBOib9HuvZ/X/9/baHlPYeBDHN777zrnHgWpZXgjpMj/OhhXXxNfAnAhpHi4G8A4JO3ohd777yf2hff+A865EQCvhiD6ExCVojcknYEXai99KM99uMbFR4vONv0IbFDFZ+9MQEHXa5440TgbF6ztBRAQKLsOECUgdhHTwvbUvw/biN7PsZbAHDCoDsVE+q27aW4ujtQUSmHKu7rAhB2KnlmmYV7ReCL8PeWQV0pHUObUeovase8pMAjRLBU2ieX1EiWnm3PdpLtTfps5tD2VcA97lREYVNR6yjhFU7lmVI+zObhfu0HKd6hGYRWIGMPTcm6LiK/s4ljJucbM9Ub13k8fEkRv96xlmeQm7hwVJPHYgYAS8pmOzOrzKIWxXqqqGUM9ggqfEERnIpff7ZNhPi5VdmKnsg0WQWRO8g82C+tw9qreqI31D7vUHyGFEIoi9veMqKmO32wxoIQc//a2VmagOiEZm6WjRTmkecvPorbGMRfJKRVlbHaEfH+q3BABbpqcfmh+dOFxL5Z9pwPRmlt5PICgcLBOaxcAoN4pKilkbaYLQc9+oBBXsCEzIb/HfUys38J8XhBKIure1O5EdQ/63thc9KYyek29F3/rr6O2wpDez+qH6UlbGbaThkKf9kzLsxzT2pH5RpgLfDY/3ibr1qM3BEQ1cv5VNHlkNsxx+prk81ofYp5te119TXSMIr1+01ei5PnJwCwE5199ltNBNcuVtY01CHnzJ9vre5lkagA0Fb1nLZT1S+ipyL3OKfNrfSeSim1W+7894WlgWQ6nfc9NCbuUprAVoeYu19LGuVQzSm9FRfG7ZuRd6TDvwXhR9uvWdfOukTCHyCSMm7Wpr6JO3RFLF54bPUHSxpFMx8EwBbnO3v22LTTIWjRv/2U4v44R61CKKap63GL//IxO71/tLIuHbhzow/vnoIpOif8fNuG9vxzAxQex31/fh3N/BqJAdDD7Lshe+lCeO4ssssgiiyyyyOJIicaRnvy/SLHfLwTe+z850P+zyGKhcdvegG6dMCiIxA5FYpemqMCQDdhr0DSiyERbmZsLBL191gswlxcIeekGKAbPSi+EpWWTm6/IZFnVK2rGEbnI3GejCR4F6wsUzWrauv2IpZCfVqGmR3PWiarH9O31V+b9l1JQHOZ7llK8FDhG98wF9Y1hRTqLKbmgx6nCTqhLaPVGWK7591WD9q3oFcSMKh3LuwIqtrFf2kjtWgRxTp8T+ztgcozJBJGhIepuzzGgiH9P3qCu6sa6VB/4rPGH3qXo1rS6zFqX7A6Fn83UwYD6MPa3y/388O6Qu/6Y1YIK9mkNxtaxMCfaCqrso7nGW8fC/K81ZBvrC6bNeOzw0rZMPRQqJjd5oka1JrnOXeMBJT+2S9FIRf3mTzgjauui4g3VTswfUDrXEk2eLwSGoNSQaxdGtgIA8utOxf6iadB9opGDBbId5j1QB1o6+1pGIqnfHnPfJaKtuvb+5EeHc14jNQ71PaKxn+8JjITvGozdH855atQ2q+hxqSpoN2sKAKBd54V9RajKNarM0417wlw4g87eOgfG5kK9BdnIea0dsb4rkYt0TsfKqOQQWaa7cr3X1EZYTXwknHJ13aJakzMsDJRlcKpKRHQYADyZV2UDYgpQZCf0WU4We6O2Gp3SU8xOuA6TEbVIM8vDKrre5qcMy8F6As5Zo3gUMUfM0Z8z7DPXYK1BKFIFCAjznqzFWJQtjH5VLoL+TVpuXJqX6zA0+8K5qN2fFvQEOVDUhuWZzu8NffDK9rCf5Yc9Nuy/ZysAoK61NM44KUc+B2nvN+ss1H+j0RPmOOfMiNa7TJu/SfyQvU///lqVtKGO1r/XD1awqHixznUkx0OyhiCLLLLIIossssgiiyyyouLFiYP+QuCcGwAw5L2/xWxbD+A1EOnRz6Xl42eRBaPT5Nr/xzWCivzRKeICOm+sLacVdf7ltjEAwB8eG2wimMs5PCOIyHqjS88cVYIFNoc9JZ09yt2l+u6myYC4rO6OexrYKCoqRWWLqmEPqH5Uj9D1cM62QhzFt+pJ3eW4k691DqaqTXRfhuUIt5DCLGgQSbe5+f2KTFNj3bIAk1XZj0o7FYNmDioyNKxokUVPT1Yvg23jdAEN90eEtCNSnArH9ZTpLKr1CaafVE3aod3rLIX763Oai1uSPu0z+dx9BTkHEef5WjiOz6FLc4Ut4TKsKkanVCaibdWSIMzj+rz6DUuxT/XkH7Fa+vCzu8JxO1RlaXWPzNHTl4f8aD5Tqi9dOxKOu2hdLwDgynsE9Tx+SUB3u9QE4R0/FcWQGeNWunlYWIDnnSu6+08YMowXkV7mZZv870a75FETAZ72Jm9cEeq2HkEXrZp6fYf6HXQqAm8QVYZz+iwNmu3VA6GuSGXTmVoaOtemIJ1kFCJmwaDe5bXHye41VWHqDLnhfE9jCLpGKaGUZK/X7eQ688YXYIV6DLB+ZbPxKPjgFZsBAGetE1R+51RAVE8ZatfjWn1N2tV9e1aZk/Z6QLvzezbJ/qouZGs4aj3iJ1Dad5d03TreNrhGaT3PTKghwKzOtW7NXTcsTORUrKyBdThmLRPZm7JhZ6nCk5a60WVpWcTfN9Y8FYv0wghjHfWZ7JLtp/6e0xqCumF2kHQJtn3SecVxic2vRI0CPRxsH+h/AABQhmByRsasq33/jEFakAGxNUIVr3NG18K5mVCvVhlaF9uWM34epUGp2Zmblb7kqkZFTMfjJ/fIu7V3JryL56rHjFPFPTtUv1N1LaqlLWkPLKtlQrP4/YmFGpMdA+BsAHDOdQL4OQC+ic9yzl3svb9icbuYRRZZZJFFFllkkUUW8fBYPKfiI51oWMgXgocD+IL5/7MgXwaeAOB6AD8E8DqIR0AWWbRErRlg4VNVs55o+T9899ao7d1POgFA0Lz//p3B7+5kdVK88u4xAMDKrqDQkNT+t+h1XZGoeoxbFNSHufz9xj2Xij6sPcg3Aro4p2og0flTVhEC9b1GSYjIWFr9A3PImUefkICO3V/euHKSKyWSPmVUjXiupnbQIkO8L9YC9Bkfgl/eJeNNdaETlgYE6zZ1byUTccG6oKTCXOH1vYrImvHvU4dcolVHTdwUtTWnFbEcEn3sXoNKVrsEmZ6Kxieccy4nz2FWayMq+TDWvM71ewTJWtsTUO+1A8Jk3LRTrnvi8pDrffekoILf3Bv6sK5Xnv32SUHYzl0ZxoOp/5vHBNmbmg8oI+tCwvM2OdAgyirbrC/Dbq1xWN0t42hraMarMgCPP07mvVXn+qvz1wEIc66AMBcCui7703sACHUgea0daBjmiupcM0UZo9yOoCRE1R5qyM8Ylq8DoV9AXGWFaCv7kvcmF57oc0cvkkH0M7qMYcN+rr6ta5aoe6yBofPKHPWU5f5KcwEtL+wVpsWrOlhzybqobXdBmEmip0BYr3J6D/SyAIBVfXL+W3cKOvvcDWEObZ6Q35epKpVVA9s973UbGahw7203iSLS7E5RZOq75BnhvpQtIGptHaAjFakI2TYOx+rcTIQ60vsH0CTLo0i6ZZLItJBNKRhFpmUVrY/Smgzrh8Ixm4lqvKKmaD3uonSUdWKmApGi3dZroEkGg+yPzadX9amI3TCfcnKTouwTqcYZVoC1N+wePTgAoN6/TraZurHGlt/I/an79G17AsvH59uv6m0r++LqWXJB6UNb3SD9PTLnqFJkWa3qVNxXIU2diHUNjb3BT6M2IO9GT0X+zu00vjJUYaNzeme59Q8PawfIHAPAjom5lv0ezMiKihcnFvKFYCmAbeb/lwC4xnv/PQBwzn0Gkj6URRZZZJFFFllkkUUWhzS897EU2/t7riM5FvKFoAbAJsldgLh05hiA1iTSLLLQoB8BAHz7FkG8BjUf+68vPjpqY677I1arLrp5R+8YFYTmD9YKMj1pcqipQEMk3SpeMA2+txQQkD2qkc689l5j1uvoC6C2GjWTR0wcuppSycQFhfnwdhf+SgYjzc2TyNK4QWmTYdG3QkJxyFKnVPVgLvPJRk+d7qvHan56uR76skbVgraMSn60VYDitelCPFWzSkmKKur/reLRhKrqzCgb8083BQfUCzeuAwA8ngCgUaQpKjNTb7CewTg/68QoRvUTURO8jn+fzomyOY5eA0fpA//6jTvCPShTsq43IOhU+zlmQP0SzLNZUpLfByHzsn1FYBv4LImwWe+FTqonqceBrXdhTQUdlI8dCH1hbQqVnC45OuTKc963K/PkrE6/IqHMV7Z64xUxTMc9042WNr5eVHBqdBnHWw0ise0GSW/mVLNeEU7r4xHVE+g9W/YgqdyyfV9AT8moXX6XoNZbTP7+gLKJXA/W9LT6NJSUyWiUA6vV3qe1JlRaMkpJE5Pq8mteMVuHAwAPWxb2p2IX86v/5ZaAol68QfYrpMzVRiInf7fReD/6oucAAPqUybC1GPV+QfpzaWpnGkT/vXUxpoITmQFzzihvn7UVRqGHiLlFzhnNSk/s/21mbcsnCrhiDrhJg3Tjyh35JJCZMOxBrCYicX2v7sq5OUHsc+p3Yc8R+TnYD4Cco6wTaIS1LT++o6UPDWWnqVS00Sgdsa3Ytw73FmQFbEQqdWY+RopMqo9HxgwI780dL/8jAMCKR54atbWdLUpFXe3iXD5i1IK2FuUcJ6qyXGcxsKxk6Pu1duDX28KYd1YW8tExi4dKpCQm7DduB/B0J/FkSCHxj037agCjqUdmkUUWWWSRRRZZZJHFIkej6Rfl35EeC/ma988QRmAfgHYAmxH/QvBIADcuWs+y+L0OoqVE+yomv5roJ0HdH28Zi9ouPUYQ0c37BOWwOfr1xAttgSgic5NGbYZIKJHHutH+yOWlf8yVT5HrR6eqkMy5Vk1moooxClKRMuZsl80953S/WU2Qtqgk+8BTWeS9qvsTXVzZFfpS0W1T8/Ka/3hL+L4+1CH3t0s1tweNrvRKzV2/cYcgbFv3BSRqQ3+7Hq/qJbBochyxnzP0CFFCot+vu3B91PZbRcI/dZugdg9bFtDMOc3tXtebbzlnPcHQdJv8V9ZSHDvUjWQ07votgODm+vSTN0Ztdw4LymeZiM37BBHlvKwa5HCsLOjZlXcLEn72qoBwU22JdQWsrQCAXmUU9jVlHPtM3ys5jqNs+/6moCzz9OOFZVueE4YnbzTMc5orTOTXqqbQAbaiaHIjF1gH5qJ3loTgtfntRHqbOc3nTlHqieoSLIJbS6LIrYwX35uimUPVKVkPyp2C+Nrc60d/7BcAgLqyUs8/P8whMgRVtePeNxtQbyKcw+ohYGuFqnrPfBcrjTDX+9vknu08KyvLQLWzqqmbOF3ZArITN+4OTreXb5V3z6+V9au/EvpAZq1D31f7fs/ke2XbavGUmDXyXGQSjuqQZ5kzrs6RjwDz4o1iDp8hVXTirujqfkxvAoN607eA+9icftaklBWVbxpmgR4gvM80JTTnU1yII5WgZqy/gHHdVZ8Fy5I0tV6C+f5WGaipyH30bph75zjwfaB6lg1fNI7DrFvItX6Myqk6FFQZKC3myzJGO40jMp99pz63vHk3+Pes3CbvcnU6PJv5fbsAAKv/UNiA+siuqK02KOx7v7Ksa/vCuz+h9VdXb5exJSsAAFNaM8Dn1WbUonaNHT41BB5YvJShRTnLQzcO+guB9/5zTqqrngpgHMA7vZdqMJUk7QHw8UPSyyyyyCKLLLLIIossssjikMSCEsG8919AXGmI20cAnNF6RBZZpMekImxUA7E51FQM+NertwMAXnVO0Ji+eoegyVUtEGia7/THdKurcD4FsdHz58z+dR+H/WcN2ldvxt01rasw3Wzzmvtcboa2umbhUUBoykAOxFdYX2DRPqL/ZDksiqagZ8QCWJdTglMEFS0jMa1sCF1VrUrEyi5B94h67zLKE7z0s08TnXOLtlKHnXnxI6ZtudYaUDFpVYdxY1Wka3K+FSk+cVAQKzob2+uxL3P6bHrK4ZlFCiWKXFm3X7IUo5OCavZ3GUR87cNa+sBgfvNd42E8NvTJWF23a6pl/yuUdTl7dS+AuJ8DfRi4zYJYTdWMJ47abXKpvSq89Gr9Q80g1I/9gKDkX33lwwEAg4O9URt9BJjjbZWEiIjG1H406lTq0ney01BrexVVH2xX1NXq0pMtoDOsdc7l+8x3w3gN0MWVPSmd9qKWPi055iw5tdGlX3W85MwvWyb5zr/aHBiv5YrKUzHKvj9JXw3LgBCR5bapRhgf1stMVMMz7db1gD+XlcI71chLH4o5Oc6irezPdapsta43MEmnLxc0eK/WNFmGgP3SrmPAzOMBJdLoeEu0XPqiakvM9zfj6DkX5v4/e+8dZtdVnY2/+/bpvWlG0qgXy7Zsy93GBgOmmRIIAQKEFgiBBAhJPvgSQgpJSEIIP+ALCQkEEmIChNAhgClu4CJ3S5ZsdWk0o+m93bJ/f6y1zlp37lUZe2xL1n6fR88d3X3uOfvss/e597zvWu+i+ewSOvkiBp39/S0rbxUBAHB5ze9Icky/KAP5anXASfA9Se69Nkcluh/nF8TvAwDXRMhyrkRitEePLfkMQ3TuLmNcfEQ94LyCxLiy5cL+y1hZdSQ2TFWu5/aRA1pq7Xm6T672m0/qeclno5oNZl/xBVWkyyFeJpdM3JZEyLbuOcnir6sipBq4CvGK9QAAl9JrFeVLxEvXvuCWRwcBAK2muvxWrlEgDnRVpo5QRVNxbYmnE94voUJwlksEjyszxDm3FuQ69LD3fuxk2wcEBAQEBAQEBAQsNUL8/9JgUQ8EzrmXgAqUdfNbzwPwU+dcK4BfAPiA9/6/l7SHAc9IXL2aYnfFbWjOWALdum+kaJsjU9q2uYWYNYmfXWGo1UG2YRBTHHuTEMZ/0rDIwrQLI2dzDox5EQCgOaGMz7zEU3OcdN4wZ0lhZ5mJLcf2idpQbRyPpK8pZo1sboQwlVLBucpQRaJqVEbMtvaztUp88GmbNY3Koq1vonEUp6RlZXIPdg4QQ2ednIbZE39zC+2rZ1yZdGFB2/i43jCBCWaKpTqwxHMDWrVYFBDLrIoYIjkgts6CvCeqinVcku0kZ6FvTNlMURZkT9a1SdjxeuOicZTzLNo4b2LXoO6rmd/r5JwYyzCJiiK1HqwilGPKN8X5Aokxw34yOxvPUE7A1SuV+W39lS0AgDd+8R4AwJypUfCj915B++LciINj6iayik2dRMHKmfUmSlK52heirJX7uo1iycsZYsVoXfokjc+xaZ1DL/qT79Dn+Xpd+RtvitrO43NdzY5Y65t0ztbxNRF1ccjUYIjFZA1LropeP8kPkGrok8YNqZbnY5LXlHXNGuGxtfU7Do0Vivrlq0pZV2F1L2nVPuzhyuDiAd9jfNzbee1JRXCrYIiaeGiczjU5qX1Z3Uys9ZDkfsxb5YPOoz6Vlh1pB8XBRuoRmNyDqAIwv2YPPRq1xRuIHY9VMVte3xm1xQYP0B+jA3R8Myny9V18XM4FMCrTNNeIqODY/CJmnZWniOE3Jdolft/XEzNu2XlBYpgqOBfY0x8AYg3kkhWpKaafuaPk5OQ4d8eeu9Q2SHRo3kqMla58LfUhZl2G+L3sT/8dAJB+zhtL+pcvk58myoAoorUxHQ+pmZGXeiuP3Re1/fwPPwMAOMD5ditMrZRn/Qf1pXktqYozZo7/5y9ojFo5v6muUt3fltexisn5Llet0PvQjoFStfTpQrAdXTqcssuQc+5aAN8AOQn9GUz1de99P4C9AF6ztN0LCAgICAgICAgICHgysRiF4E8APADgUgANAP50QfsvAZQ+BgcEnAAv2USMzf93+77ovVFm5MR5qKtap+mBcWqTqp539ChTETnfcLVMyxiLkJAt6DOw7CPPuQR5Q9U0Zdgnnp01CimN3U0yiyDKwKxhfqsknpoZtvFSU5aIlYwX+b3TPnPMDM0aJxt1LKLXCmdYTCaIG5PUh73Gm/2jPyEHmkvXEIN4aFDbCp7ek1oPYyZOeoKZRmHnbW2DMfZhP8IntsrEQkvOwCyzNTOGee9jRUfcVeqMAiKqzdEJcRRS1nWU1RS5NDamdpY/JxWAi64D092VeTrnkazuU+LhcwvcmwBVDWwcvZCru3n8GiqUUV1Zz44ffN1ElQFUGajNlMbbynhIH6pN/Pd8HTGqa7OkFMwnlSVvyND1Wv+aCwAAD/UrK/nSz94NQFn2Dz93TdSWZieaMaOU6D6L82TG50vnXjRTDRMr/ZJ8mSmTg5Pnv794Pykf//CPP47arruB8gN+ZSsxzHZ+HWHmvKWyOFcF0NySWo5pbjfxzm3M1EtOUa1xRJHrJ+qBZROFgZfz66zWayu5O9ZHX6qti5o1YmpSyBoWtW5gXj9XQL7k2AIRa9qqWY0xTPiQUdIAVRAB4NAw3fvEEavWKI5y74vcdOwk5zh9674j8Kx65pjhTq4wlXx5+wLH01tXqUILqVni3BXFrUOrAxequfKzYeUrksWFCKxaAamkLJWHbbVlzomIsZoG434likBumtZGvEWVDMlxENel2Jx+f3jeLnv4MXpjWisP59nRZ65XlbxUWwcAIL2J5nN+WHMVYjW0BuNdtAbzO38etcU3XwsAqK6ke6dVLxfWtknXqltTfoTd95afW/QKAB0XfhMAcPnfvhMAMLNnl+6EndrSrOz8xkWqHvzLTVTReJDv5zt6NAJcKtS3s+Q+NqdqRf9UmS+2pxEhZGhpsJgHgm0APuy9L7gFhUYYRwC0L0mvAgICAgICAgICAk6AYDu6dFjMA0EcwIkeC5sBzJ+gPSDguHjPlaujvx9j1nN5DU3PT9xxpGT753HV40ETRyxuNRK3bx9bhXWrTeuSFzMbIWWs97xWreRKsia2dcbTvo6xkmEZxInIg59zFgyDmFrgM24/J+zi0YnSJdbMPuriSz9iqgo/OkTs0g6+IYp7EABcs57GaJxdVuYMgy5sqbDC1k9dWFZx17EOUNKXB/roGjVVKpspY1xBbsTIGmeZDVwOYJ632TVY6mPdxMx7z7iOdTXnAIiry4FRvd6iIM27UqZfGNJdE7TPxoyew2fYvepV55A61RlXhu5glljvesPqS+2Dh9gh5lmrtCC7qBPC9Nv47+V1UquBYPNX5HONCbo2zniKJ4WFlwq2UwNRW4zdW2QO5b3G/P7pDZsBAP92JzmvvPPrD0dtX3nTJQDUyabZePFLXsg8n4OdC5LncoivyZCJp3/gGI3Hf/6M1L3RAR3HBLtXNS8jlvE33/LsqO2lm4k3EvelkVndZz2z/1LvwioE4tokc7fNxO/L9RJhx6qDUrk5NkO5SdY3XqvhEltrVQ7JP6kwOTvyu0Pm2qDJ4RA3I3HbShk3MFEspCb2+e1aH2N1HZ1z6iiV8SmMq3tSeyvF+R+rXAGgONdKepVISi5UqarFwkQx8y4KRFSx2FQ6ZhZe6lbkTS2L+CQ50cw3LKf/G3Zd6hXEx3tp1yavSqr2Tnk+T3NtksLsc45R3jhjJaJ7LisEptqyF9WgTD0BV0XnleAYf6lcDCwYBxQ7YxVm2aWL77M+UUZBMePv52jccn0HAADxOr0vOHYRk9yGAo8ZoG5zAlu5WXIHytW9EUVgfoyug61wvOZP/oL60tgNAKh/ThVOBRIzn04t7BUwyUrhPXzfs98fl3bWn9L+nwoEl6Glw2IqFT8C4OoTtL8EFFIUEBAQEBAQEBAQEHCGYDEKwecAfNI5dxOAb/N73jlXCeCjAC5HyCEIWAI8wi4uRydoev7auRqJJj72wgCe26qskVQcljZbV2BhLK7FMLPkUlEWAFayr3lznBikgZyyRc4Ji0PH6Z1QFnNsrvg4Nj66mlkYYbZbTXVgibeXOPi+CWXQx2aJ1drUQkyXZdAPjxFLtZfZ2c0dyjxe0EHxp7cdIsZx8zJte/gYMXoSD2/ZH6lN8PMDowCAq5ZrHKuwyM/urgdQWh3awjo2xNinPMGxyW0mVltYCSHXRUkBNL76gWN0fue3KfOlbC3HjRvyL4viuTBlzu8tF1Jdi8Ps3BLLKIMoRNmkiaOX09jWVQ8AaDQ5BFULrHkss3eM59x6nqLzeWXhhNEa4+qhxwqNUdsGrpbrk8QyFgwzmpgnVraamU7rYiUuPJdzzsiPdmhM87M/cQsAYJpjhdev1pyFVILzOvi8dvVq7HTklc4DY+dJDR/val6fe43zSFO1uGzR+Cxv0FwTWWdSHXtDk7LJshYlh0PYdkDzXOScK0yl7xZ2vy4kOUY8bxyIxsh7PqrBYFyGJJ5dDHps3ss432umzFxoraIxkjwB7433vNQ64VfrBjbFS3Y1j4OtnyJx/vkqZpgHj0Zt/tBOAEAbCQSYrFsZtUlXNe5c+y7vpdiRxs4TURoLvEYsN+wW+OcXMqWVvmXNW7egWK5Y8Ut0aPVvt/9eAEBl+yb6v1EdkkdZxWLVYrZDa4RUMgM+O0PrITavClSk7EgehFUIRAHhc7HntPD8iqprc4x9vIVdkUxegp/n3Ip+zSEQl6FYBTtONXbp9uLWJM5DJ6hLkJ5XdRAp7kP5sGw6B87PKDx6ux6PFYgDEzRX09O6T8kRkrVYWaHrrULyA7jycJNZb/tZfe7ne0aHqbR+cad+J5wOOFNyCJxz7wDwLFDdrnUAYt77415s59wy0O/rFwKoBrADwN947792nO3fCOB9ADYCGAfwHQAf9N4PlNt+IRZTqfgzzrkrAfwLgL8HhVt9GUAT6J7yb977/zzV/QUEBAQEBAQEBAQ8XnjvT0hMLXZfTzI+CPrNfB+AKgBdx9vQOdcI4DYArQA+DsrTfR2Arzrn3uK9/7cF27+Pt7sZwHt4378H4HLn3CXe+1JHiQVYbKXi1zvnvg7g9aAnEAfgTgD/7r3/+mL2FRBwPEiM8RfvocqRjZXKyAozJzeAFXWlcZ7ih2/98+W95gqd8sMcT33XkVEAyqgDwE1cBfXV51Ac/piJZdb4bdqnrU4rMfaiAhwxNkP7honZqU6XLjtx7xEnlXsOjUZtv3MVeV+XywW46wAx703MttYZ//ydzNiey24R9xgHiWs5Dl62uXplvfkc9fNyrlRZYVjwhMTKl4mZT4m6McWOO5VKfIxXUBxxllley+5KHQBh8zMmFlpiw4WJtxWjJda9Jor1Vq7z7qN0XpuaKSbZVq4VFrizRtwzStWALiM3SM2Eq1cQW2rVA+nzfs5taDEuQ8Isz4CYtWWjO6O2XD2pFIUUMfVNowe0f3VUbTTFLkN5U2E0xsz3TJzOq92ECvdMSI0IUjwuvX5D1PboEF3TXawMWRVAMMnzq96stxbOSbm0m/ppx1jqRTw2TP1c1aKdkUq8Mu62Mm99ppi1tm5bogxI7sKsmV+rK+h4UU6FieeOzdF5uSytt4Wx4oCt1myq9vJ2wsjWmdyRMc7/OWbWvqz581pp/G0OgbTJPcrWzBiLaqQwO29+d0icuVTfjbWY3wjS5wmKG680atHuLP0tjl3WZUtYYRlbW/ejlV22kjmOmTeOQGD1QCpSWzZf2PT0HN1H4pNKOsq4x1Zvw0LEV10IAJj7yl8DABLXvSFqE79+cSCKleFKpQ9zxm0rwXkBfp6ugyiQfELUxvkQsXmTI5E/fpqjbyIZphCpD6VzKF5vfFMGDhd9zqoiC2F1xPlhUoDmM+xEZFQYuXvIPaoSpRAnp+zRA7r/EboWq7ZcR12b04GUe2bvJI3DsUkzVozBHrofzBuFe2iSxkrY90nT9oua0n08XTjDkoqvBXCIzXm+ixM8EAD4AIBVAF7qvf8OADjnPgdy9PyYc+5r3vtJfr8ZwEcA3A3gOu99nt+/GxTR8x4Af3Wyzi0mhwAA4L3/hvf+ld77c7z3m733LwsPAwEBAQEBAQEBAQHl4b0/4H3ZUo7l8DoAe+VhgD+fB/ApAI0AXmS2fTno+fFT8jDA238HwD4QiX9SnLJC4Jz7KYC/9N7/5DjtzwbwIe/9c051nwEBJ8IWzg+wnvD7Odbx8i5qswy1MHLCwlmnkc4MtRmuKGLy2pkF/e8HNXZXWPhe9kWfN+zbq88j/2lhOG3ugbCmWe7Xo4MaVz3DjPExdhJqyCgDJachasMjh0ejtgeZ1V3BeQ3We/4SZm5v20Nx0v951yE95wZikoaZJbf++eL3LnkND/RpP7e2E/smVYVt/HE2qq7JVYWNW82D/dNFbcJEAkC1I+VjNiEOLCZPgJnViTlRCqIm9HHw9fIa6vu4YV3lOsvxstbhpzbD29N4xoznVCP3+ShXfb3toLJd13RTLP8vj+gYX9VM++2bqSw6HgA0zJCryoq6jqJzAYCVdcTsD0xLZWplyeeYHUzyd0O+piVqE1Z3GLy9USTmPLGJ33+YvN3fukHjelNxYlA7WPmwbkHn8zVdw3NiY5syzV1cZVlyWmzlZrlOsgZtXs44KyuyT6tOtbDKIBK8tVeXfTbNEatpXWCqOB5bHIFqR9RhLMoBEMRMpe+KhqImb+qGSNy44xj02JS6+OTrmKHOcLVg4+hUnyEV7V9v3x+997pLiA1uYKVx3ChWyxYoTklz/5GcgUFm6rc0aFvsIfpKLbDTDlZu0f7VtPEJscNS3yNR24pOYt57eR7bsHMZ73m+ltbZJ6o+zTkqiZHD+kFWIiQe3mU1N0DyCaQOwXyLMuJStb20bjMw93OKJH7oX38EANh26Qu1n3XFTuUm7QLDE3Q/kVoF9seKzNFKuc42h4CVFifKgFEIIvcj3t5bEYBzD6J6B7bOAiszRfkI7AB1ImVAMDOr4zidrOd90UWq8ibvjK9zPFaqfAvEXSjX0FLSluinGgqtDUo8HynQda5hZfr9N94ftfU8St95VQ11fHhdqMNcdyXDeTMTxg2sNlOqnjydOFNyCE4VzrkOAJ0AyoXh38GvFwP4qvkbIPWg3Pavdc5Vi6JwPCxGIbgWQNsJ2lsBXLOI/QUEBAQEBAQEBAQ8LnhPRMxS/PMecM693Tm33fx7+9NwWsv4tadMm7zXad472fbObHNcLCqH4CSox4nrFAQELAoSz5sxlPFmrjUgysCoYeiE0c6AXTtMvHMhwW4u4xpD2sIs31XLif15uE/jqqViozgrVBv28zO/OAgAWMesa3e9spG7WRFoYqXgyLCyU+LgkEqUPofLscektoGJo//eQ8RCSzx3V6MyzeIY0sXuJVbJWNNK/XvZxmbum/ZF6jeIoiHjCmi8MRPcRXGVEvsvhKONzd/IbjES923ZZCS4ngOK1QBAmexyyo7ER8v1tjkgEjMtRxma0bnQxCqAxPZXmSquEve9f4TG46UblGm7mXMyXrnGRO8yayd5DOMm56A3RRxJa4J7YZhKOX3p+7Gq7qitbYyY73w1HdvljfMKM7bzaVIdGkxcu3jdX8BuUn1emcRErDi/w+a2pNkN5xC7UtUY33FxlRLPf+uiJNdCrs24UcME3bxGaswYR843zEa3JPV6z3Bf5Nxjxgdf4tLj4+yQZH3i2YUnxlVmbeVagWNnGPHMB4B8z6P0uSYaT5cw58cKhKvhuHOTXyDC5DffdlnJcT5zxwEAwLZlmnck1c0HZ+jcbT6CjOOQ5Bxs/27UlhsndS913rMAANP1K6K2Mb6/yVpavvzCqK2SxyjumnnfOlbdGTpONim5HDr+kgMT5WO1rI/a0lwxW9QUn1QFSqr8zjqur2HWfp7fwyTnF4yp2prt2QsAaNlC43/XW94TtTXz2lv9f/6Y9mMUg8oMHS82M0pvGMa+mtUiMWgpmzPCqoV1EhKVSVQp60Ylikk+RvuyiotjpUsq19O+dGxOBlvHpqGfVJ4suy7BRJCkq+mcyyktCyHORwCAFVSjQKJRbF5IdZorivMcfOtz10Zt/8H317mZ0nXds5vWRl0bza+8+W55Jlcq9t5/FsBnj9funKsH8N5F7PKT3vvhk29WBPkCKjfQswu2eTzbl8UJHwicc+cB2Greuto5V+4zjQB+G8DOMm0BAQEBAQEBAQEBZzrqAXx4Edt/CcBiHwjkia7cs2FmwTYLt58p3rzs9mVxMoXgFdAT9wDewf/KYQLA757sgAEBpwqJxz44pg+9a7h6bqZA783mlZWsZOZxskCsh2UNDrEyYN1tJFZbYn4vWV4ftVUwgyqVUy3beuEK2q6WYzJHDDP3+VuoausbruouOZ8udlp54MhY0fEBoJnjtx87RgrDm9hZCAC+dAcpEm++jGJWbfVWcX7YwDHhzzJuQbccHAWgrkGW+d3UTH05OEb7skrLHnZDWl5LbFXS+JtLKH7/LI1ti8kTENZf4nstCy2McbkKnGmuOyB9sKqDXC95PTalYy0x2kJGi9sQACT5QKlo38qAdXGs91quhjtjmC/x1/ZmnozxIWuYUbWuRKIaSN2DKZPj0Mj35Y6YuNsoozhbRzG+6XFiUq2bywwzxHEez75Jbetj54/26tI8AemypDH0Tuq6SbPitImdgI5N6hyqYoVA4v6thZ+wipKfY3NG8uJkw9e00tSPEGcqcUuR6t5AscMOAMRNngAmiS1HisaqqMrs3nuofzPEXifalUn3g/fTvtacV7wfIIoNzx2lXAB34Quipnn2fa/s20Hb1KuqXnuCMOl3XtYNALjjoH7PD83SuYqjkF3ffRznLwrNxq3Pi9pkZKZTpXlRArm2E1ltq+fzWjPyIAAg1aQe/ofnWFGIyX1PT0Zd0lByvFwFscGukph7ew+V85F1F8/r/JIqxE7eM0pZ5aXPBwAs45h3X7i55Pzi3Vvp1bw3P0p5MqLi5GpVPZCRzSYT3LfSiumFJG0fq6iP2mKzrAJzlWWba5JlrjNZoGuVGNgbtRWqKLeoUKm5KqJUDX36DwAATe/+u5LzEoybGiS1beT+Jc5I4xmtOHwqyoDUZUgs09yFvCg7Uv/AuC7V57lGB+fZvHGdHuWSrgsAAJ++jdbG3Q/0Rm2rt3YDAOb5fpcwivvXWCU/HeDhl9Bl6OT78d4fAFDmm2xJIRJbZ5k2ec+GB9nt95TZ3pttjouTPRB8AcDPQSf/U5Bt0Y8XbOMBTALY6b2fRUBAQEBAQEBAQMCTDO+X0Hb0NMlN9t73Oud6AJTGK+p72817dwN4O6hA8MIHgksB7D5ZQjFwkgcC7/1BAAcBwDn3ZgA389NRQMCTjg2tFCd9aFjncS17TA/niZHqrFYmas8IsVMSd16bVkajKiHVORXCDMurdVcZZgb1eWtK/bGFwR6N4i6Vbb1sHW3/MPs6VxqWfMdRem+G1YaqlImHZ091yQX45x8/FrX9+jWkFojz0Zhhu8Xf/Xw2pLfnsLWDGEdx2BmbU3Z9JkfHXtNAbNGcYQnPbaV9CXM4ZQatkWubxMqEI8r2jcwcm65E10TicuMSFwwgl6kHoMyjrRabYDZT1Ie0YaElF0D2PWPYU7mxiyPQLw4pYyZfHq/eQgxitYl9T/PxHhpUbqOrNlW0z0YTGy6x3XLuNv9hjMeoNsEVkc05C0cXnyImO3twV9RWtYL6OtlMccG2qq0oHzIO1utecgGOcXxvv1EIpMaGfG+2VdvcA3qd4zmYjlsVjfvE+7bHk/FvY5Vo0ORwSPy8DEcFdO7F95ARxo6//v8AAJ/5mjrnLAbrzTnUsSKxhiswb3q1+uE7zrOpXkXVXDP9urbAbK1VBgQjvKyzs3r/kboikrsjzkIA8HA/rQ3JeXJO20SpkpydI6byeQdX7c7yvLcqpoyxlFxorDBuQZwnMfKjbwIAuq7VOdvXSb8Z9kzQBT+no3S9yn211sz/xIJCAP3mmooCNx8F15dW7PaOZnZimdbAmL/1v6i/DVSLpOmc1do2fvxaSVEOgNRpsG6NkkfCtQnsDzmpDi+5UIPTppZFQzNvU3q8lC8+K29UFcmfsAdyY5TDUdndfdxzkJoDtSmtoXB4hs6nkZWBppqThnYXYZTXYENth/aPcz2SQ+yIFSv9aReLXLZUPVvbtAYAcNlqUkAODur1eO9zKNfgfx8hpWafqUS+jhXpWxbV8ycP+ULh5BudefgygN93zt1g6hDEAfwOgFEA3zfbfgvAJwG82zl3o6lDcAOANQA+dCoHPKWkYudcNYDPA/hTAH9xKp8JCAgICAgICAgICIh+oEts31p+74/5/6Pe+0+bzT8K4FcB3Oic+zgoROi1IIvRt3nvI29s7/2Ac+5DAD4G4Cbn3JdBoULvB7ALwCdOpX+n9EDgvZ90zo0C6D+V7QMClhJFtQaSxKyNMEtuK3D+eA8xZsL8WrZLqqPOlYnPFY/urKl8upyZ+u/tpin/nNUa5ynKwwq24bndxhFzfL8w/UOTpfH+K5uIEbIx9rUZYnjWNRKTdM2apqhNchS+/TAxUi/crO6/kk/w3d0UV7quSZkoqdR8L1divrCrPmo7lyutyghZYrCalYuoeuuIxovm6in2XUbDxvvX8LhILsC48c9fU09jJQxz/ZwyUXF295jP03HtJWpmki5fIFZtzlwjUQZkc8v6TTHbKuf16nN0zER1kPj7A6OmCjUzuasbNM5W5pE4JFm2e57jjqNYe6NuiJIw63lfVdqHqhHKNSmMshd/TvfpZ2lsGphEHjGBmBfWcl9jdJz+lOYliOe/KEhJw/SLy5I4MyWNh/90QWoF0Ou41rWJ8gpkPK0035iR+G2OKTfjn56n76rcT/4dAPDj3/li1CZq2LP+4LkAgE+86aVRW/Lcq+hzDZQfYKs0xzm2W1xZrCd84thuAEBhio5bWK5e/rFZYpPzu+4CAPT8++ejtvaXvYz21bmhaN+AuoL5tPahvZrW2XSGGNW+Kb3/LOc6ITfeR6G9V6/WNSxj9KC4ic1pbkQ6Tn/L+BetRVZmJK/D5rtUM3NetZZiyfNjyvw2HSH78s4XHN8xUcjulJknsn9xILL1QnK8MOd5HWRMW5zdd9K1jaXHmaMxS7aRQlP5K78dtdU3Fxdqze+6Nfo7VkEKscTFi4MU7ZT6KVV4W01uy1G+Jn/9E4qc2LFHx+WKc+m74bJV1M86UzW+o4ausyiGTQ2qZNi8IUE7e/3Hrvn1krYIfI1mjJqyIj5Kp+Cqyn2iCNMzuvgTczR3Yvw565AUkzwZXjd2bQjSNfUAgHmTryTX7dlcz8aOx6NDdB+6gb9PreLYzmP1Dyc9gycfZ1jI0CsB/MaC94RkPwggeiDw3g85564EPRi8C0A1yLjnNd77ryzcsff+751zQwDeB1ILxkF1Cj5wKuFCwOJsR38GqjPwz4v4TEBAQEBAQEBAQMCTgKVLKsYpJBU/ob17/yYAb1rE9j0A3rCI7b8Ayv19XFjMA8EfALjZOfdnAP7eez9+sg8EBDwR3N8zCkDjlwHgk7+gSrxv2UbsjHWt+c2LKA54imPJ7zDVZleyV3q9if8WJlvigjc0K2PTN0lL47GhUqcuceFZx0y/rSvQxG5Bk8zS1pj6Bbt6acl0MJPY3aD1BNZxbYEo5jpRyto9fw2xOKmcrbxJsZyjTAjd16tEwC2smEg9gos6lJVMsRvIbIyYnsq8nmchxt7l7No0Y3zR07Mci88xm0njunF0hplb/n+bcSASd6CoNkGlxr+yfX6RV3rUF0fXS0ovTBiSULYWJcOyeO1VdGxRkKzjSz8ziOKQ1DOhLJzkT1jlI8ppYEUiaVjrefblr4vR+WUqjG/7ArqpIqeqiLiVxKtIXYoZT/G53ffRcZq7AQAbOF4aANw09WVuGTHgFUaRkC/FrtpSf3SZ48L8Vqd0PIQRFbMsqVEBqFtQhllke05S8bl6gNj5/GHNg8geIXa26rWkhl/34ndHbfFpVtTizMAbD/mCnCszq1Pm/GokNp8r+hZMXPZ0F/nzp1iZKGpjNr/+uecAAJY/981R2xz75hduItVgx2e1PsCWd7+KjpcxTG6ax/b8lwAoVi83VtIY/9pWug/Zyx/lsvB94SWbVC3adYzuCzLl7D5FNUhGKpVet5lWUjUSraQQ+Du+HrWJ4iSONJkKvdcIRK0bnzfML1ellTViVVa5D0m+QJEbEr8n45k1lXaTl5AKU+DY9XLstSB7QPNJYlWkEMS7qE5CSaVqqAp351FdW//wM5p7j+0k9W3OVNj9GU/yYVZW5V4M6D1impXNC4zr3FyOq40bBn1rO917V9SeoKpwAzsjDavBS4HrK2S5Lqwb1cCLVD3lWcxNjFKfzL6knkKtdMHUcjnKXwl1aTqHKltEYQHk+ICqLl2e7uvVK1UJ/8J91OfV7Oxn844e6tPv1qcbHsXOaE90X2czFvNA8BOQn+kfA/hj59wASn1Nvfd+zVJ1LiAgICAgICAgICDgycViHggOITxABTyF+PbOYwCAlhplht59ObHVDy1w9ADUZ38PVwe2bRJ6bhn0Ombvz+EqvUdMFWNhimUftg6B+Luf10aM+3nttVFb21piUYRRtUTNu7jvLTPsPT+mdfxyIPbyniFaYp3mnHs5D0H6kDXMXJbjqoX5FW99ALjkWnInkhh5y7Y25WgccmlmaY0rhTBXs8zm2zhin+RK0fFStq5vkljui1pon4+Oa6zqqjpWTsSX3sRCC7MvqoitzCsMvzCV1kWppTLOn6f36oyrVIL1g+pUcQw2oCqRxNOvMkqNDK11Ompj1jQxxdVvTTXbFq6AHWMnmvicWkO7Ucr5mN9HHve+VmPK80Pk9+2uJhbad50XtaVW0PyIcdXeXItWFvV3f4e2SdL4J43fu7DqDcy8r+1qjZqmCsXjMGvmkIxbPk3vra01kzaK16dr62aVGSzc/QsAwAxXoj3w/Tujto1/87cAlDGOFXT9RPUYYpb/JOSlGjHH/VdXaky6XMI8r62UiSn3PB8HPK1bHWkgwxJU/xjdM1rrlPGXyrB4+fsAAGt6j0VtOz7zPwCAnHH1Wn7NRtr/HI3Hpi3P0j44uh+IGnB4XFUfiU+3eTwCuUdM8ToYKlobdOyu2uIcHADorOF5KcpJUudlxUveVXSMwt67tJ+81tfV8Pww83nS0T4rEsW1CgDNuUnyeMo9BwDyfE3lXJJGBRB3IHHq8fHjM+qxbS/SPvNc8Hyde+Z0vixjBVDyGvaOKDc5xBXI27vrAQBjRuWtY1X3MLvp7O/VQIcVfD8XhcCqI4/wdlbxXddIyozkSlWWijARZtKqpGYKdD92rKLMJGuitvwsrzNWzYryJsRticdWKisDgKT9VGdHAQC5Cl03ojLNTnEuhzmv1ATN9+y9NwEA6up05fzBNa8pOoc//M6O6O/funwFThecYTkEpzVO+YHAe3/tk9iPgICAgICAgICAgEVh6XIIzm4sRiE47eCcqwTw+wB+DcBqUMnm3QD+1nv/DbPdAQArT7Crf/Xe/+Ypbt/ivR9c0I9loEzwF4IywXcA+Bvv/deO0+83gjLBN4Iywb8D4IPe+4Ey2y5q388k/MnzKEb2727WOhvinNPNOQHGdCbyUxcm3SoEwurHDGXfwp7gwlava1TWe3tvsT92a5WyWhubxaefPnd+mzKO9bMUDxrFyRpHB1/g6qscCzuzQr3S1RVHKjAblpAZSnHYaa7UmOvBaTpOufvhMHuIn1tFDNlcRlmqnKNY0fr+3dwn45leQ/HNIzkZH91nkmPkszxmPZPKBMrY9s3S69FxZbekZoN4+tvrIHHREpN81OxT2FYhtcSzHdAcEFFQKk2uyTSz3u1J6oNPG/pOWG/xKzdMtTglHRnXPoiSUMOfiw8diNpyffR3nt1tnHH9wTaKM4+toGqg8Qlln5MraH71fuavAQD3/NPtUduLf0JGE7llm2mf8yYy8+Ib6LWXYq1dWuee579j7BwS73lQz4sdaOLMAOZH9FYzv+9hOt4QsfK9hzWmeaafYovT9cSeTvRoPYfJo6SKXPr/fQAA0PWy34/ahvla1oEnj1UyFqJMm08Ta5oY74veG68gRlvWSpupJCyuRi3snpSPab6MqCIN8xxTbio/RwoBo+GdH43+PmfN5wAAB//7e3pej1AO0/wEjXGnUQjAri/rOR67rlVrG4iyJblMt+5T5xsx+ZE1cWBUc4TU7YdebaVoyXMRo6P6FZu07c5vAgAKU8Rszx/Zp8erIJY8c+G1dNw1l0RtCz2CHurV/JX5BYphfcbU3GB1Q9qqnd6/RJFwUh04rYz4DDPikldi8ws8j8d4gZWQmN7kjvA1FEa32tR0eedzibmXe6hVd6UOxKP91JebH9G5PjFbnG90z351jxsdoPVaWavfEfL9Ivet3lH9zuiop7U4zPPEOkcJ658C35uKagYk+dy5roNRAWw1c0ArKwNAV2KCt5dq1zr+4gbluRPO0OD5aqoePXA71bhq3ro+aluo47zuQi2au7q5BgHPPJyxDwTOuQZQXsM6AP8G4OMAqgBsQumP+feCfkwvxLtAVd++U6ZtF4C/LPN+UTaNc64RwG0AWrkPRwC8DsBXnXNv8d7/24Lt38fb3QzgPQC6APwegMudc5d476ce774DAgICAgICAs4WhJChpcOiHgjYE/WDoFLIDYCxPCB47/1T9ZDxSVBhh0u99ztPtKH3/psL33POVYA8X3tRXPFNcMx7/6VT6McHAKwC8FJTTe5zAH4J4GPOua+JB6xzrhnAR0Blpq8z1eTuBvBt0APCXz2efT+TsdZ46wtjdvshYq5W1CmDIkxuP1dq7ahWNkfe29Kmz4VD7DjRyjHiw7PKJF3aSdvt5erH1l2lLk3bi2POdFaZm3wlMS47B4gZWm4cX0aZgariuPbxAWUCpdbA5hY61xETt7yaY9wfPEbPonccHo3aLlpGDOeG5gruS6lTz5ECsTnLLEvFLkP5emJ9rCuL+FvLTdbG9A9LdWB+z96Ia9mBQxiz5cbBo48VGtm6xlRHFZcb2Zf18pd9tbIjkM09kDjndY10HKss9LAd0VSGrlUmoePZyVNmJCfsa9SEihlibtdVat9752m7YZDC0tLeErVVsVuQr2U3ERs7naXrOxxjJ6iEMmwrm4h/a3kvcQ4veJfGm9//ZnLBOf8jf0C7XGWUJEf9qq3hCtpTymLm2G2mwPHHNg9ivo2vJbshxRo0djq5kbz/k6yA1JlKpiNf/SwAYG6UbjPrr7k4aktvuZz6x4pShdccnALHR49wbYkqE2+e4hjqSBkw3v/RFBWf+bSOdT3HR1dzHsuU4TDnmFmtZ4UnZmKv45xfUEjTmrYOOGBlJ11Vynhmnv9WAMAGfgWAox95J51PByktY//1qagtP0vnVXceVZhu6+iO2mbWXQ0A+OIDpHh012uuj9ynbjtE1/I9V6r//R1c40QY37SpnivrZZ5f/eCRqK3vO8RxzU8Qv1S/bnnUFud+pstUs12IcztUQdG+0HWrq9J7r2wljLhVXvYN0hh3cTVde71j4izGrz6j10HuZXI/eKCv9KtOHMK+fufh6L3zVtKa7GA1psPcg0UZEMe3LcZJ6IEDdH5NfN96wfnqhHaE89L6xvSeLWpIW5LuLYdn9UZycIiO08q5DvFJDSqQ3IjYDKtt5josrMrsjXoWKQncllj468tsU5HVfjqeO6JM27wEx65eef4OS59/VelOGesbS93LTgf4JbQd9Wd5muwJdNxiOOeeBapFcCmAO/mzPwP9uHUAHgbwH09CH8v1pRvElP+L936ncy7O1ZQXg1eB7mNf9N7nym3gnEs452rLtRm8DsBe+cEOAPxD/1MgBfZFZtuXA6gE8Cl5GODtvwNgH4DXP4F9BwQEBAQEBAScVcgX/JL8O9uxGDb/j0Bs+jYQ0dcP4K+89z91zj0fwH8D+O0TfH4p8QLQA8lO59x/AHg1gJRzrgdUI+FUCui9FXQenztO+6UgW9Wkc24MwLdAcf6RobBzrgNUHvo/y3z+Dn69GFQtTv4GiOEvt/1rnXPVXBl6sft+xuIVW5SpEc/uzlqpK6BT+CaOy72mmyJhbQy7uHyIUwagsfjiptNdp8yhMNHiMDNi1IMpU4EXUMYfAPZxWVmpBDtl4ldlu8NjtM26JmXY5vh4e9khY3OLMogCYRU7jANRE59Du3FOEXx7J7GR1kUnOgfPbiJpGRdl7SbnqZ/LMtT3vjmlojoS1HeJ0d7YoIxlDlJNmMazz8Rqb+Hz2TdK18Q6AtXkiU2bTtA+O+Pal1lH10SMjqzriSgL+9lFybpnyLhIKO1P9ymTfvlyYhAHp2msRV0BgJ8M0ueuWK7j2TVOOSxzzcTAf/cx3demFoprX+7pfCqcXm/x+27g2N86M79E+RjN0TxurVY+47zP0y3pwJ9RTH53lN0E1FdQv/KsSEyx/z6gcfTOyXXQz0nc/TTXdUgn1E1kml2aohycmCoZX1z7NgDAima6fq/dov75sRgdwM0TC20rp8bZBamujGf9GKsGwrBm4pYhpfck7r8+qzHshQq6buKpb32uhpiZ7mWVqDqp+6zlfs4n6HO2jof0eY6Vndi05kgk20sdtJvf9WE6vx5yXJnboe49u7/8M3r9+j08BjrHL/q/rwMAvPrKNwIornAs6mPfKK0t6+by/I00v87jyuL2PlSbprGVsfLGyanxHHIYO3YXiecNL/q1qG1+190l53UquGwl3Vf3DNA8++kezUOR2HxxCms0govkARU4Ht4ZhUCQqyLFy1Y3n+EJvP0oHe+mXRrvf04n8XTfvodcvXbdrvkye+6htVTfQepSdb0y2xPM9NdwYZONFyvf99Zr6HqLM5n13d/FOWTXbVDFqhuspPF02jWk95FLlrFjEa+7w6Yy9bIkO6AZJyCBOAKlZY6W+YUmqkHBBGj4jFR15vEzykI+xVXped8zcZ2XmVrq87IPk9LVm9UDuhFa16JOVZvvudSQztGAZw4W80BwCYCPe+8HOLYdYIXBe/8j/mH+FwCes8R9LAeuM4+/BjAI4LcAzPPrx51z9d77Dx/vw865tQCeBeBm7/2eMpvsAPCvoDyCBIBrAbwNwHUc5y8PBZI11lOyB32v07x3su0db/Po49h3BOfc2wG8HQBWrDh97MECAgICAgICApYMHvBLxe6f5SLBYh4I0tAfokK92sDL+1Ea8nJCOOfqQQm/p4pPeu+HzXFTAK723g/x/r4KYCeAP3TOfcJ7P3Kc/bwV9OO7rDrgvX/xgrf+yzl3C4it/zMAwtkJjTuHUswu2Gax2y923xG8958F8FkA2LZt2zNqit95hBhDqSpsY8qbmKUSpnhjsw6POE5IfQBAPbPFucNWpxVGtZXbbEVkYbfF9ceGch7k2H/ZVzJeGugpTiM/P6DTUxxyHuDzG5mpj9ou7KDpPslVcdc0KOM1OFM22g2AxhjP8rmMzJUycz0c228rI9cy8z7PsdaVSR2XCUdjWsFv2bMTEljyPNZVKmMsrJb0fdzQ15XVxG5VTRAD6FN63TLMuOc5bnwmp5/LcBDtqnrqZ8+Exu+PRQ5EdH6iGgHAF++hWOtOVk4aKlTlSPL8OGRqUnQ3UR2A9OwoAOAVHTrms8wcikphFaiNXPRzkMm+lkptk2khvvK9k+oktK6RPtj+t1+kY3zj77R/ncRixjn2vdLUBcg1ddP2Bdr5rBkrGQ+ZQ9Z5Rc5fVC3JtwGAG84hJeJurhr+3Uc1v+DabmLso2hNc6dplenEjGXaTJQ4zw/JwZk0rLCoBmmej3NpjUWf5QrkmTJ+79vZ8ejaTtINvFEdkn1c/badXHgkDwMAMhmZV1y1N6G1G+b7SY2sNky/8MP55ecDAGJHD0RtG379uXQ+B+lrMjuleSHxFuJumg6TuFvHzlMAcGiWxv/atXTdr16hrLXcRxJz1JfWnO4zxjUeEi2kXDnjlpXspnPt4lc/q/H3ifOvpfc43jzXo9WBJb5dKuaWQxvHxSdjeiHEZaiOVYuJaVVhJNdnhJdUwvRT1rC4llmVr6KCjiOubjXnqVIsrkL3NY8CAA62qKNT5xpa69PsPiYOQRaXn0NK10pTt0WUV6nUfftBvT9LheKGjN4rvFT4ZmefC5J6fx3ndS3V0DfVaFuW5/YdPbR2r+hU9SDO0cuFZJlJzpDq7eXgeWxzJhpcfiyP8/3fm3y4yjjNp1Qdzb24cUrawXlw4ugnSg0APK/mlKPNn3R4AIVQqXhJsJgHgl6QIw6891POuVEAWwCIvWcXgOP/OimPegDHZfLL4EsAhhGJdPiuPAxwv7LOuRsB/AnIPegHC3fgnIsD+A0Ao6Awp1OC9/5G59xfArAPC/ItXlqliao6220Wbj9TvHnJ9ovdd0BAQEBAQEDAWQV/ttsDLREW80BwN4Arzf9/BOB9zrmDoNChd4OSjU8Z3vsDKHUqOhWInUJfmbZefm0o0wZQIm4HgP/nvZ89zjbHwwEUj4GEDpUL3ZH3bMiP3X5hqFIn6AH1aJltT2XfZwVWNxCj08Dskb0PSCzuMWaG2ms0BlSYp8eG9TlM2J4qrvCZzZcy6EOz9J6tdCssWMyVxkd3sUOFuKoMTesz8gSzaBKLeW6rCmx3MgNbwW033q2uGbiYHELquL/3H1MW59JO2ofkVlQbN5dz2VFJ4lItiSKMnuRD2M+JOU2rlN40bF+KGayRefaZN7kAVUP76TjivJNQJtaxN34Nx3/XxowDDndsLEXsZMaoKpXzowCAGWZ1G43jkbhsxMdoya+aMfHm7FayfBkx3B+75UDUtrWLWOcYz4mb9qoDyIOHaR/bVunt430cp/ydt5HbT3xO2VaJjz6P3Z4kvhoADo2RYpHmjo6a+O8KHu+uWmEclXncMzxXtE3tC38vams/TNWBC51UoyD74y9EbalnvxYAUBWX/BBlHiez7L6TLWbgAfW9lzjwTuPK0sTrrC7TXHS+gM6rep6z83aCcZz4VF586VW9SXG8forj921VVWHqJfa60bCuiZQpPLAA128gRvvIMF0bEzYOx8rJFCsSVg2T41XFue92PvN71hs/l6gHAMSYS8wYB6Lcff9Lfb7yZfS5eV03M60U5Zq651v0+alborYV5zwbANBRTXM2fvuX9ZwveiG9x1WrkTcVn1O0luT+k1ymHvIJXgsF3qZgvP+jatCS+2FUpvgofe0UBqluQbZV9ykuNcLwLytoLk2igvY5wveVEaMAypyRdW2niVQiFxUhbhQC2V5qj8hcBHQtXbqa5s51G1XRGGCF66YdVPcjY+q2dLPa+uZL6J5q73vC5kvl8x/M6b1bFII58x3RX6DvorYpOk6sWvNrJL8pY5y3BHK9LuY8A5t7I4hyAawDF+ciOXEbsvU7+JqIEhszKoJ8L8oYVxqBwReK11TrUc0vmWq5CABwiHPezjMOfYmGNgQ887AY3edzAAbZrhMA/i+I5f4CgM+DQlv+cEl7d3xIJldXmTZ5r79MG0C5AADlCCwWawFE1YW8972gH+WXldlW3ttu3pPVdnmZ7S8FsFtsRB/HvgMCAgICAgICzh54D19Ymn9neyGCU1YIvPc/BvBj8/99zrn1AK4DkAdwm/d+7HifX2LcAuAggBucc53e+x4AcM5VAXgjKByoxMnHOdcOUgju9d7fX27HzrlGzlNY+P67QA8bn1nQ9GUAv++cu8HUCogD+B3uh61x8C1Q/YR3O+duNHUIbgCwBsCHnsC+zwp0MOs/wrHzK41zSx2zOI3MCPUYl6FzWykO1caA1jIbOGbtWBgRWzRbXIETUIZLyFJDmkZKRCImFXa1UdIXJGbasrTiINTDCsZR47n9jz/bCwBoY9pzwtQouPQ1FMuc5v7ZnAJh2yK/cqNkSNVRUVqse4+4SgyME6tf5zUyTVhCUQas131CahlIZdKsfi7BzGPZmMJMqmif1kN+nqsr5/k4o+Z4wsKl6yi2OJ7SuFvPfWmtote/veGcqC3bfwAAcPc0sYWvOb9UhPvg97S0yd+8bAsA4Cf7Jb9DGeNXb5CIPro2y01Wz3heVCwa3N1DKki2s4PJ8mr2HTfnvKWR5ugg1z9oMbUQ97QTF7CWlYLMBdfoOTODmKujeGphgAGgOkn7jDt6XV6r6+AwV2UWtah3ojRtSXIObJXs/in6nKhgm5pN7QZ+T9ZD3sT016bo3F2eK9BybgYAVMd5PcvS8EpnSjXb/jlSY1rLOGu1pDlvxsznNDsHJWpoXCQeHwBquQq0VEFOm3WeZfE6ZWLeo+XMvvnzo8o7pS54QVFfbGx+BVcEL3DOQt+3vhW1tTEbXNlG9TTnJkf1eHdTleT4Oso5sGyy5IxUzNO8tJ71Ba5anW0it6H4rJ6zxJnn2Zkmbj6X5bkj6UZD5n5SzWNal6Dr3m+cqiZ5fkjV8SGzRvYN0xhLjtcm46AmSqrcLy0DP8b3KMlJKop9T9L2y7kOTd+Erq15Vn0uW0P929im6oh8R4gyYBUJqXfQNkv3ql/ZpPeFOzneX/ILAGCQ10JLbT19fl77LtNoKMs1G9K6bhILviPGc9pWw+cl94MiRyapUSAVi61CIPOC771xM2dj/F6C37L3GtnH3DitrWRar43k1lVzTpdlj8emFkY8P30IOQRLhydURIyr6n57ifqymOPmnXPvBFUY/qVz7h9BLkNvBrAcwFttxV+D3wCd84nUgTc6594K4H9BIULiMvRyAHtRmvPwUQC/CuBG59zHQaz+a0GWoG/z3kff5uzQ9CEAHwNwk3Puy6Dwn/eDHI0+8Xj3HRAQEBAQEBBwtqGMk23A44A7UTIGs9F/CeCA9/6fTrDdO0E/xP/IP4XZHc65a0A/0C8GEAdwH4CP2kJeC7bfzf3sOJ6awdWY/w+ArSBTCQdgP4jd/6j3frTMZzpBP95fCKAa5HT0N977rxznGG8C8D6Qfeo4gO8C+ID3viTMabH7Xoht27b57dufOZFFX32Q2Btx5bF+/UISiHowbFiqkVn6+zzDFkk9AHGXSJvSj41c30DY/JRxJ6piFmdktrStj33QM8z+W/VA2DBxDrF5CZL38NgQPcc+1KOM3gyzb+ctrys6dzp/iusU5tbG2EuV5WNTtG/Lom3rpH2Ja9NVKzRmXpgkcWSy49KQKK6gmTygMaeFRorLFRbTjUXRdch3bKT3ctQWH9EcCamwK24d1jlK4o97JuhzjSaOWGLBD41R279v131eyexgVy1d2yu6lc2UOSTstcwNQOsxiIsJAPy/7+8CAHz4VVSB1lbH3n6Uxu8160sr3Ra4MmuMY9AHTD2HJlagvrqDYsOftbI+ahOlRFQpm3sgqojMudTQ3qhtb4rGv0HUG+N4JHNu1yCxtc/pritpk7j94Zm8aRP3F2FU9fxW1BLj28dKgSgGANBUIdW86fMbTHlHzyqAOLHUpiz3WIxCmRSzeIGO402FVzYgiqogJwZ0XDBFCkF2zRUAill2qVqc5M9NemVrq7l+wazhzTh9qEh9EYhTS7TvgUPR3zGuVJvdTffibH9UzgYFrhIb49oJiVq9NhIbnt5CfS8YFSw2R32Q8czXahy9yzOLzHPPVgAWRONn2GSp+yFst1UIZC3KHFjjtQ6BsNaDVRSxa38FyPy6+cAoAGDOuF9du4pyAOReWGO87odZCRXVoSat80TmzBRf+IFpnXu3HaLrfXkX3dOs09sY77OL565VcGW9Sd6KKHRAqQJCx6Q5I+tmpanMLvVn5L7+k0d1rP7PtauKjleuIJbkTxSx+fKrV66XVQhMDQqgeI5HVeh5+9n88Y+XGNE5O99AitUsr2Grkoua0lFffY/3XkupPw2o7lrvt/7OPy/Jvu7/1DsweeTRx5PX+ozAyRSC1wP4A1ANghPhLgCfBlUrvnEJ+nVK8N7fjEXUPfDebziFbW4H8NJF9qMHwBsWsf0XQLkXS77vgICAgICAgICzAn4JXYbO8pihkz0QvBrATd77e060kff+HufcD0HhLE/ZA0HA2QfxURcG/r7eCdNGLMkRdk05f5kybcL43t+rzLvEtIrLzEuNU8UE70ucLYYNU5biSo/C+E+ZuPZGjrsU5qlgblQSw7+PqxHXGEcTUQbSTM83mSqZjdVSX4F94k2M9wQ7YfzsERKX3nHVKizELXvo/M7t1PH45eHRojEYm1OGrYXfExcZY7aBMY4kFQecbPelUZsQXRLTHC8YdnGMDMFye+4DAMTWqg+7OJtUVtYDAKoMKzZeQ6y3hBbb+/4Brnq8d4RY7+eZ6yde7sJq7R/UeSIKy2quQ3DHkdGoTcZj2zJlVG9dT8yv1Cg4p0Ppbvn7QVYKEtYlhWOtv85uJ79zicYkp3qosuqzVpJPvHXoGeC5tipJ5zWb11j51lmK9ZXKrlINGQDWzJPbUr6CHECmTPy9qCnPW04s5qw5nnyZCgHYZfIL5D2prGvzUB4dJsXJsqwCiSEfZOZ2ZZ2OWSaaF9SnURN7XcsMccxz/QkTuZxccJheU+1X5qNjxzDfptxPppLG7xdcybylSs+vLs1uRvxNWGXUsMOcxlOd0v5N8PnXcIy+VflqxmidzSepLWXqaSBBx5x4hPIKGp713Kgpe/hRAEBhhu4BU4eORG3TvXS9W5gBjjepF3+B7wcuQeecMOtN8gtEyZMqzYBWtI5xXoGt++ETUpNCzt3UbeHXZla3JvLaF5n2LUOP0fEbV0Ztw+ygta6JjvPwMV2LoiCJ+nDY5H3VposrWtt7sPespvCB28w1fTlXE65ntdQS4rmaZNG52DapiXB4Sq63yVdKiuqm7wn7L4qhXRsNrDBLv65YrveTWVbuUmVUqSiHhdWA2Zi6jqcW1LSJzR/fdVxUIwCRMiBVwK3iKy5P4OtcZT4Xz8/xcem91Lxet6pUqeL0dGKpcgjOdpzsgeAiAH9/ivv6GYDfO+lWAQFPABIic+sB+qJMmcTcDP+Ybq6mm+i95oeeFKDZYqw+7+ulH3HPWU3hJA0m3EZulPIlZL4Hoh8BcoOuMtZ1C0MZG01C7sF5tgDkH2APHdPEYZG1JXxpa4f2UxKAbz5AP2g6TciK/Mi5cCUn35a5L8qDgJXq5cf+Lv5ylgctADiWmS/qi00kbeQvxppK7YOgsIeKLmW5AJS1XZQkR1z6CuqLsSSVL574OD00FCr0R66MdTtbD1omqJavlyQKTpgCV5Io3pGjH2nLTYiHfDcfTlAV72et1HCpH++l8bQWh3/9QrJerGaX4l5TvKejns7rPPPwKfjhbnpIe9MFpUm+RxvINvTuI/Sj7NXnLcNC7B/kxMmMntc0F4mv5MTYsZRadoL/ruEv/IqCzkYJAenJ01xttb9VHY1p1SM/AQDktzwvapOQhZZKmgvT5uH3n+6kB7lrODxrhQmZkO02t9B1+54paHZ+uzys0TZ1JhREHq7lAcb+BJJE1/m8XHdtq4wsQqm/Eq5lcWkjjWMurQ9YlRW03SRb69oHzuUVPGbGnHqEw6kkZKK1UufJwTnqUDX/mJuc1w6unuB59VKyhh36tlqLCiR0qKJF52PNFjINGL6THL3rz02VfC7GicouYy5qPc2nLCflZ6Y0ZGVhGJEYBQA2/JHOIV0wBa54cCRUstmskaMcKumaaa2knSkYmad5X9dK1315rR4vsn3le6gksgLA7YdpjnexDa4lUOTHt9zHrGO0PAjINhnzHSFkRfQgbYLPY5y0vryCxsWZ9erj1IcR8wNd7o9SqM3e++WIkhBt57E8ZGULdC0rzAO1hFfFmXTy5otHbm/yXODMdZNE8ciQwYQTSeSgfM4+xMo1lAdwH9d7vax9nyqdc6nc6ZVUvFSVis/2x4qT2Y424vj2nQsxwNsHBAQEBAQEBAQEBJwhOJlCMAGg+STbCJoATJ50q4CAJwBJCpMCXlJMCVBrRAkJqUkpEyjMy/d2aaLrizdSaIWwz9ZCUxinHLMq48aaVAidfIETsYyUKwzjONM5+aT2Ic7FuBo44dLajvZz4q+w3UkTenJkiijKtU20r/5JldUv7iYGUMKI+qe0rbOGWK3z24nxslL9OMcBiUXfA4c1x/5V5xO7KCFYEqpE+zx+cajZzq20/QQx/ZZ59FwYaQp0vSq9KVw0SiESBS6YZAua1cWKk5gPTyqH898P0XFEJWqq0rlw4wMUPiNqyis2ro7aJNl2+f7b6LjLt0Rtbz6/jY+n4y+M2tF5OneZZwCQjpMC1Fhj2FnGdlao1jRSH5pGdkdtHRXElm5sJpXipseUwZXkRLEkHcnq+Dc4mgtjMVLKBkzhuygxs57mUL0J94gvCOs5NK4hYqvqedyWkzWryyr7JwWxKjkB9cHp+qjtOWvpq+GaNaVfEfdzob19I9TfLSaZX8LTsszgClMKaPGkZKw03EMUuZoEvelNMqxslmWOK5VVWn9WFiXPwTIRTkb1MxyZEzVFvybFrlISoi2j2FRRnAxuScvcSiryJOx8ZbsmuccbNNQNAFxC11iBLUgbL7+i6P8A4OfoOuWniEl3VRqWFWOr1Ypx4vN8UteiJADP11MImy20JxaVErqYNSrTQkvlcaPIiboq4zjvdZCr0tQvuZ9YlWmFOBXzPePBrI5LXUYskWmfjwwoYy/3eGH/rYHEhmaxmJaCedrPVIL6MjBB23dXGTtpLqgoVp8uq/fSOVZa2o0y2r7A9nafCUuUsCBRkibM94fY88o4VCZLVZgj43SNGo1iIstZrFKns9r3SiywzjbKR0LUGs/GANYKm62hRzzND8voOl5DqWRFyT7dCcKVnnJwHYKl2tfZjJMpBDsAPP8U9/U83j4gICAgICAgICDgSUfB+yX5d7bjZArB/wD4e+fcy7z33zreRs65l4IeCEIOQcCTCilc01rFjEaFsmk948RoSCzzmCngJYmPv7JJ2cxDY8QS7R4kpq3FMMxRERcmU6pNnLPEveZYIUgVlHER9kxiM3smlLmS/jRxTL6NzZdjC7s4ZywjhZHewqXj04bFFIWkp5LO3aoHPWwzKupIe42yhJI821dJ2+8bVPatl/chwoc9Xi/HCncxq2iLISWFaeQbqzBuAOC5MJUkf1omJl9HTGWyn5IrrbKQZ9VgT7Y4SRjQXJH/+uVBAMDFa5Rd7GRW/gu37QcA3MdJ1ADwJ9eRWjC19mrq04zGt0vcbDaufZBEP+n7/X2amB6PEUtYOyGFp5QJ/4ML6Hq5LCeb7lO+5MAFrwEA7OwjVnGvGX+wBezyalIdGpxeU2HmcjxGNiH6sq56AEBslhOcR9XasraZzjkx1gMAqKvVhND/2U19eCWJI1GyKQDkqylB8/AczdXLKjWCdJoLfUlOheRTADpns7xeraoia1aL9+mpS+6HKANWkXLRnKHrYAvYSWKmTeoWiHWp2CfGnPnin6U1IgRj1jCNeVecuGr/Fntfa2kpbdJNmxuxf4KTgrkw3JpLlGeb3U65G1NHaWxrzz1P+yex4VUc7z+vyocoBIllXHyspj5qm7+X9pnezAaBs8peiz2wFHoTK2AAiDErPJ0hrjhjElDzC+xpLdMsf8no2Th1Yfhl7dqk1jGWYOt5Pp9jEtrHs/S3rDu5vwPArsFJ3ie1SW4ZAAyw2por0OdrjFI2zPdVUTuspaywzBXcvbma9qhtkJW4MkJghFlzz5ZciBGezxtN0b79bJPcxspTuZ+hog7a1mleQpLD0ZYyqoAvva8KRBESm9mYuWdLsnmGz907PcHE4D56j+/dhQq9n1tb09MBS6YQnOU4mULwzwD2APiqc+4vnXPdttE51+2c+wiArwJ4lLcPCAgICAgICAgICDhDcEKFwHs/45x7Mahw1gcBfMA5NwEqplUDoBZEDuwG8BLv/exxdxYQ8Djx+e1aLKW7nhgNYatmjQuDxORLmXgb+y4l5y2LU2D2ZRkz5yakP+JlJJcgXlTAprjNsoriQpJipsvGhwo7KIyZLRw1JZapHAu7qkFjVS/trC3avsMw/RKHvaaBmJ21jcrwPLjAQahnXBWTy5fXA9AY3FajjohVpFUwBOJW0+uI8WpP6T4LaWLphOnPNWvcvsS814rDSaz01iNqwFCFMnMSB7+KOUg71pd2kVNI63OpsNmeIWXZv3rrAQDAlecQ7T00pYzWNR/5OQDgK++7CgCw2hQhE3eatImrzvN55XisX7FF2XXBzLe/AACYH1AGve6tHwEA3MpOUFe/4O1R29/9F9mvSt7DNuN0JKz64Cwdr7FCr2lqnHIjGhvo3K83qojE3ycGSBkosA0mALjefdwp2t717Y/aXim5AxGTqHHLEk8tJPl/HdW5t7WDxnRDmsb94JBeG5lPEuttC8oJJtg2yBacErvGEVbT7uvT67aqnq6NMM0pY5Eof0XuJ8YtRZyLJIbd9kVUhiq+V8wYq1ZxQx2f03uMsP6pLJ1zLqHMtLDikotk1Sz5W3IQCoc1ZyTHDkcThyi/KZbcadroK7U+U0pNJ9pX8ElQnwtTqgKk1pLKUBhj9cvkJcS5SJoUOZMCZ4C6gaWrSUktVzSrLlFaFnae1ZSpMucu9yh5rz2m8efxEZ6rrKxJ7gMANB58AABweOWzABQXBKzL0PnI/X/ngK5XycOSvIK2aptnJoUHacz6JnV+nddGY9w36/hcVN3d3G4q6x0HNt5/jOdMO9uOHjMWuVJ4sFxxXVE8spEVsI6j5EK08nEKTuexXCf5urEFzaJ7rSvlf0XVkms0G9cxjvNc8JyLlzVTIY/j55I91fB+CV2GznKh4WQhQ/De73HObQXwmwBeBeAcAO2gh4JbAXwdwL96708fH6qAgICAgICAgIBnPEIdgqXBSR8IAICZ/0/xv4CApxRv2bYi+vs/7iVHGskTsC5DjzJDfGiMnk2ti8+hsdIiSuJvLUrBtBJCkZe1j7FrhrnhCGtTW1Hsdw1oaXspmrXSmKULMTnKMaAFEx/axHHVHdWlns/CaA5yTYSadOmylTO1RdIu4FoGfROl8Z4jzJ5JvoCNYb+UY9i//gD7zK/TvIurV1O8/z0ck58tKCvWmKG+19Qyw+9LOTBxFCpiq/jvArtZtAyrG890G9U02B+Np46P5GncfICu95i5gC3NxPZ9/Xu7AACVtRrDe+T+uwAAtx0kZrx7i55fFFedN0XVmDlveZDisnHtr5ec11wfuaT03aXsbt1b6fVqrnPxh9/RHIL3XkPqicQRP9ivrOmOfmJ6L+og9jmeU+FV+pU8RmPUWqUKwWic1JD8EF23HcueFbVtYoJzwtH4ZQyDG5thVpbrRsSmR6O2XIY+2MnEoU28k/H/t9007u+4VNly8fWfYMoybY7Xw3koO/qJ1T2nVT83PF08L0X5AoBHBmmMLl5G21vmXtjnfIyu83wZJbCWmdlM3nBXrCSMS22DgjLNiX4usmWKnE3kqT/VdTRnSlcrMD9B/Ryc0RhvGe9WdqbJ5nSuJhvY3Ya95/Ozul7r3/kX1JehA3Quxw7oeXEhs1gVnXOsxsR4syLgs7Sv/EBPST9jFZzzYdQUMJssKkLM5MT4GBd947uNVZJSrPyJ2DZl7gtzfH+sZAUrlzZuSCmaewVWJFxexyXGataKGTrnTK0qjrPD7NiWkTwBPZ6oBvLdMDKr+5RCjvI6ZwoYyNxuZGXUqhzimmXrHYg73Ty/GTe5JuI4JXOtvUqZd1EPxCHMVIhAJ+9TdmXS06I5NMvjaRVtOXaec2nisQWuQ1AFsOi+HJPcLupvRcbU76iie2/0bTMxGjVNlp35AWc6TumBICAgICAgICAgIOD0gi8qWPlE93U2IzwQBJxR+Ob9xHQ9exN5d1/epayYxNYfGCVWJml8mkVR2DeiTOw5LVzhkxn/fKL0ZiDMS6Vhi0QhqGYWZtbEw0exwhz7bh1KJMZbYo3z1mmHSZsWZowtKyyxohJ7WpHVWOE5LiEvfXJl/PMzHHu9qkHZn/v7iAmdnCuu6wCof/5lq8hp5Khx9/j2TmLCxc3omm51rhbHldEMXZs5k9/RyhWbPcd9e1ONWJSBWXFtqlLGPj1FTGVXDR2nYk5jjOsayeXmPVcSY7y7X91xGq4gVelj7H+/18QYp9KXAwA+d9MeAMDV3TqHVlZTvyI2DcBglsa/6dJfAQDMzOp4JEZpPs4MkbPPxn/9Jo6Hv73hnOjvuw/ReXx7N53fQz3a99WtxNw+wu5Xl3You+g4tyHXuBKAVpsFgLpZUjeE+d3aWV/Sh8ERYpWtwl7J7iETCdq+zrg8ZRPFFalfsl4ViWpHzOtvnFtahyA9SfHwKV4bieG+qO3RODG9h3mdWhcriRNPxojZ3j9qql3zehFlwDK4AllvVh0U5xyJtfeutMJrhp2HZryOZ77jAjrPueHovaoyFboXoomtaI5N6TWVysvZY5S7ETOOQMkEVfft+j+vpM/FdU1lWTVI8Lq2LkOiKETKgJkLucOkjMUqufaCqAEG0b4Mey3e87KvxMDeqC3BSl6uqZu2NWz+DCtPMv6mdEN0naRStzPqYF7URH5v3tRtAasaseUbAWj+EqBOVROcH2Wvt+StSO5Utbm3iTIgc8nmTsn9WPK5YD4n92frlrV7iPO9+P5qleJH2eFtXSO12a8WcanL8Lx/xKiza+ppbmajuhjGyYn3ITVSRGmmc2bnLd48Fj9+jL+z9QTMfQ5QZQ8AqhfM9bSZs87kJz3t8GXF6Me9rycTzrl3AHgWgIsArAMQ896X3sho2zcB+Lfj7Or/ee/fXeYzbwTwPgAbQWH93wHwQe/9wMJtyyE8EAQEBAQEBAQEBJxx8Fi6HIKnQB/4IKiI730AqgB0ncJn/grAIwve271wI+fc+wB8HMDNAN7D+/49AJc75y7x3k8t/MxChAeCgDMKgyPEYAgLZONDhQmSNgthdiwjJLGcLZXsKQ6jAjDVUlMgZruIuWKM55ixN6sozoyO7MnaokvMqDD9Ni+hb1LOg5gdy9wI076TGeOuWuM6wzkDDfEcn6eeu7Bg4iQ0VVSJmav1MiP7oPHW7+B4+3sPjQIA1rVrjPdte8m15NxOYtLXtSorOcSx03WiBiR1YKbZ3zrDMdTxcWWMwS4WNUPkTjTZvD5qGo7VAwCamAFzMxpfPceuKmn2aF+VNNUzszQe160nH/1pU1X1lb9CeRDCwn3h7iNR20au6izVnQGAhSTsHaVr1FRpmMM0MZz13aXOQyfCY5zvcvlyYnePTagrSBvXV7iLlRqb97KhbSsAoHGSnLfcjComM01rAQCTyy8DQM4PCzHJ66A2bfz92VO8iqvZzidUBZAZKj2wrjOOlao8KzpHhlWFqa+mfIZkgfadTescuoidZC7pJJbx88PaF8nrkfyXD/+vfu/tZDUl+Wpy0LFuW+2cexNzXKU8a5xzWIGKKtBaOtGbQGwUVwiX+G+f0vXWz85PyfnS2gsyHyc5fr7b5LvEuDJ3rJdqZthqxK6e5uhIhsax0aob/Dlx8HIpVfkKrEDk+mguxKwKwPuf2XE39bd9ue6zkmP460jJy9dqpWSpEl7WZ57HLXIRq1sWNVVz7Ys817eIGZcuJ2og7zNm6h5EtUpEbUiYm+kGUvI8581YQaiOxyjBHvm2ynxsQSlqWytiPVd7lzyzrGH15btEviNsHZtkVB9GjyP3jyPjdD6dtXq9u5npFxX5kPkpJvlpfVN0vMu7NKfig/9LeSsffu4aAIBzpdT3TK5YhQaAJHsW5Ti/w85xqRUTKTpFOQTUF1Fn502ShK7YMlgySv6sw7UADnnvC8657+LUHgh+7L3/+Yk2cM41A/gIgLsBXOc93Ticc3cD+DboAeGvTnagk9UhCAgICAgICAgICDj9wLajS/HvyZYIvPcHvF/805RzrsY5d6JM7pcDqATwKXkY4ON9B8A+AK8/leMEhSDgjMKfv3wLAGVsbtmv8b0XLCMmSpwnek3V3nFmf46OaQzuxezvLySRMPeAsutzcWKUMlMagieVGzPMdBZq2qI2qSSbZOZLPK0BvddMlqn0WcWqhjgJNVcoP1MQhYBdWSwDVsWqSI77bquAPtxPLJjUE7CM10KmbIOp9Plf2w8DAM7jWgWXmlh0ce44j2Pzb3pMx+W561r4L2JUJ0w86mGuzrmhgq5JFDsMdbnJ19DnM14ZxEyC7m2Jfdv5hDXeH+zLPcSMbHVC2dN0A/X5+tLwdnz6ZoqL/tjLKab/DjOHRBlYVW/coXJE7zUxG7xjUOdVSxXPhStuKD3QAtix6uO5+Xefvh0A8KP/c03U9oX7yCXoxh8RW/ji37kyaqtlVjDXoM5bArn0tx8itrbfzNkHj9B75/Ccv7BDWcm1nFsia8P69HeOERtcGCQVpcKw0LdVnA8AuDJL8yVRaRjjKP6YXm3exWw1XfsKjnNumtV1t6WVtr+vj8Z8ZZMe72gLzadb9pBKdaWpwSDEpmOWNmH6mV7g+F4oE1+d5O/Q2byunzQrA/GZ0ei9lkp6zzLS0fasVGGSxtrNq3op94X45msBAGNTujaihEh+mZwvjQ137MKTbNJ1M7/vYQCaQyA5BQAQb6C1VHEuqUXZHs0FcEl2IErqHBfEZsa4L4WSbSLWeYbdqLLmHNKcczDMNWNMX2SdRvku8/q52BStPc81ERImf2WMc1pm+PrVGOVE4v2rWRHKGVOd6PYY1aXRvohKKvexKpMnsKyWji0qmFUPxLlozsylDlbyJqI6L3rfkhyHON8fWqvM9wD3XRyFvveYuf8s19wqAJg281FcmirjonTpSUv9DDn3ZEHbPF9vm/OxEBWOtq8o405UDtOJE+oHTzme4ZWKvw2q++Wdcw8B+Dvv/ZcWbHMxv/6yzOfvAPBa51y1936yTHuE8EAQEBAQEBAQEBBwxsGj2A75ie7LOfd2AG83b3/We//ZJTnA4jAN4EYAPwXQD2AVgHcB+A/n3Brv/Z+ZbYWNKfUXpvccb/PoiQ4YHggCTnt8/FZlt27YQPGuEj85yyw2ALQzY1PFrFpdRqe3MOfjxplBXHgaMsXsCqD1BORGM5RSNrJpjphXqeCIrLKfAsfsWcGrU0PkBMH/t5WKFzqmjJh+7hvhGgoLqkoCwCgrCnLOtpKvuLcIu9VoKg/vGiSi4OoVxEgdHlf2aBu7C6WYYRMGDFBW7BF27XnlucoKL0SNcalYnydGPFXDcctchRQA5lrJ512clbypQBubZ/Wgk5QhmNyKQob6XjtGjLq37jjM6iZbuwEA12/QOGnxsa/O0jafuH5l1Pb9g3TdjoyrCvD8NlYpRqkvWwuaq/Dto7Tf6ZZVAICuE7h02Pj7X9tCTO95XAHV5ppIPYUv/y4pA791431R26desxWA1i+oMeynY1bwMq7gvHtI+7mZFaD/uo++L7YtUyby4QHarq2Kxq81Y5xNhon1nNr0XDoH8727htnW3XOkkNUb0nwn56QcZJcg686ybRmd86cfoOO+fLOy3j0TdO6rWbV4w0WdUVsvKxjCotaZehxj7B7Tkqc5bmO9Pa+tDCt7zvx4KEh2BMdSm6LJiEscvKlJEWOmv5rn4eS0cREbItcq1FO8fiGlKoVjt6X+MVI+rGe9uNM0JmiffTmjVDIjXZVkT/2Wc6O2zMS3AUBrxtrYfHE4kloBpm3ukXuoqe4AACC19nz9HLP4UWz/nBkQzgHIt1B8e1EcuaxZVk3tGvaiyPB90uZHLayimy2KYmYVgO9tdu6JQiPjmDCChKhFMgdcxignvPsGVsGKb7vF9+CUcb+SegU1KV3Th1j1XNtI7w2YasTyXSKVkecN09/ZUJyP9oYLNUdl3yDloYgaMGtOeoq/Lyr4ZCcN4S9CR3Q+pkaEILoOZSoWi3PRvPlJWKofKaqm+0/QemaDf/wf9wHAOVcP4L2L2OUnvffDJ9+spB9fBfDVBcf+ZwDbAfyxc+6L3vsD3CSTaA6lmF2wzXERHggCAgICAgICAgLOPHi/dCFDp6Y01AP48CL2+iUAi34gKAfv/Zxz7mMAvgDg+dAHF2F/0gBmFnwss2Cb4yI8EASc9thq4p1v2kfxw+J/v9xUoF1RSWzMFDuHjJtYXGHhGipKp3w5X/Nax4wax6WnDKMn7JmwW0WuJRyDG2OmbMX8Uf1cFfVZchDycWVpa1jxENVg16CuacmFEHa+nDwqceMNFaoCCHMlbFWbMQevSnIVY2a1rFvTynr63HceIicgy2y/50qtFroYWA9rAIivVFYy9qPPAQByQ70AgMzlL9HturcCAO44SPfTNQ06F5Bl9cZRvPSa/FDJcec59j3VrGYOdcMUm5+vI0eUHx9RUuW5q6mfX3lYGbA72eFlVT0du7VSFaGHHqVj9rDv+G+eo9f0yDDNv4f6iRXuqtO5OsTKjoytMOMA8M7LKD/gxgdpPHLGf/1OrhB9SRf1s85p3+MT7P1fQ4rHCnO8tS10vf/hZ8RiN5l5Irklkk+yql7P4dGazQCAY8fou6TFuHRJbPb6OF2b2bTm0kzw2lvVQHNJqhID6sP+2vNp/P/u5/uitn94ETklxeaIKW1vVfXgc6+hugD7mUU9NqVj1j9F67UyUsqipqhS8QN8Due2GpcuJlKTzFpnna6RuThXJZ5WJyfJB5xgR6CaCXXLmr/vZ7SvleSb79vWRG0jFXQeQvhWmHuNVHHOc32EurR2/gCz0Ms5N6LWxLxXvp1MQ45+5J0AgNyUqY/B1Ysds9xV7apwJli5EseiuZ13Rm3J5esAALFmZtfnF/62AOKjvSXvRbA5Pgy5ltH/JU8BQL6a845YwUgllWVPF2aK2lzOzPUqmjuiEFSY/AKeApjNl1aS122kbou+J/uoipRcU4F+ipWPmLqPnZekte/5Pj6fUU59ju/jcq8eM1W1VfMqxZ9z3tCewzRG//1bl0RtojZUxWmfdQnjGhdLFp2PVCwG1JJTZnaRQsNqgQeNlf0OnOVckUxFae0NUV5PFzyVOQTMypetHfAU4QC/2gw5+aHRCWDPgu07QXLbUZwEwWUoICAgICAgICDgjESh4Jfk3xmCdfx6zLx3N79eXmb7SwHsPllCMRAUgoDTGPf3jAIABqeVCXzrRmLtBthV4aBxDapMEuPVnCBGaZ1xihlhhkYYREBzCORRf9LQiskUu5Uww1MZt/7r1J++OeqDdQtKJIkha4zxcUz1UEF8gnIQqluUTUuP08N7gr29u4yndRPH/otHtI1tFUZHXDMeHVLD6ylmloX9tyqHjIP0feeAxhhLbLY40mQSpfGoS4nM89963DZhg7ey+4xlCYUOq0sRk9UPzRNoytD5HWUFpMm4ulSyL3p8lMa8uVIde36wh5jAf/upyVu5lGLC4zFSeKqblWF+/no6znd38r3Z6TVtrqBxe6B3nI+j1/QIV38WhvP2Q8pC/3xXf1Hbbz53bdR2GcfPL2OHEuR1PBKdmwAAFZzHUPWDT0dtvdf/LgDgnVeTwvOrn7g1arv3rUQ0xdYoGyloYTZ/bYHOb7ZWlZbUPF2bo3H6fH7a5HfwchnitVuXUcbyj75HNXbeey2d1zXrlOi6t5/G5YruclUUCKuaaU21Vena3zNCY93MCmCfUQ8qmAWVSt22/of8JbcFY9KFRIxZ3qRhSFndk2vjsqrCx1uI+3WNxF7nq5SVT8eOz70JgS3OOTa3SPJ/pIbJSlPbIL/z5wCAhi1Ut2Nw+8NRW90a6svkYbpuU32qnk3z303n0PWruuCyqK0wOQoAiBX4XmjcmhzHzxdqmdUfMvmLzbRGYnN0/7HnHp/kqrbiXJQz7kvyHo+PVWjkTL3UsIhrm+T/SB5X5ayun+kqUqrEpt9Y60eqllwNm4MjwqvkYYm7GKCV1Z1RO3yajh1jZa65flXUNs73Xsl/6IxrnRfAqJwL8EFe67sHaV6115XWvykHqYEh42dVEbntRyJKUaViUvLiyPL/dQ2n6spYtAU8ZXDONXnvhxa8Vwfg/wCYB/BD0/QtAJ8E8G7n3I2mDsENANYA+NCpHDM8EAQEBAQEBAQEBJxx8N5Y9y7Bvp5M8A90iZddy+/9Mf9/1Hv/abP5Q865mwE8BHIZ6gbwFgAdAN7vvY8qanrvB5xzHwLwMQA3Oee+DAoVej+AXQA+cSr9Cw8EAU8ZPvqzx6K/37CVmHBx+LFx8cK+CbNTY+Jm51LEDnZyHKx1bBA2WWZ11ixuCY2cNipAgo8j7Jut/CjuDkneR8yw5LsmOQeA2ZTdg6rEDUwT0/6OC4ilKoqfZaZS/PYrHvlp1OS7KFY7PknqQTzeGLWNztI+dw0SY9VapcpHF3tniyuOdRmq4vOZy9Pr/lFlVLdw+V0Zd+tclGQFYobjwP/gGmWon2p0eWL+Yn3EMtp8jal2qiOQqGB3nDGNbS4kafy6YjRmuZiOp/hxS36C8qPArTdT+KUzqs++AdrHDx+g/f/wzZujtnWNNI6/ewWpDP+wXcM0f389zY/uRmIEbV2MFVwh+oK5XQCA/CqNvz+/nWLPpcZGrXHTEZcsUXsms9rPjVOkaqSYucQLfjNqk+27mSX/3h9o3QMMPYTj4bFhmjMXz1Cs/FhGXaWa+DjtfE3ECx1QhlJUrYcP6zr4p1eRU464wJzTogy8ML+nglnjJLS+nsZoiMen1eTL9BvlAgDa0jrXDzPBXwuaZ1MVyopWcqViWHafz1XY43ydiQjn2hBxrkdgdbUpruItOTvtVdo/qakizjn2PrSxiVUNHs/hGc2LaumgXIU0VyVuyZiqyT2His55bK+y+ZkmYrsnDnHOSd2OqC3GuT6eVdAibbCK2qQaccK4LxWO8r29kZSdeJ9WmM7187HZ+Sa5YoPpGM0rV0/zKmlqiURORTzm+Yr6qE1VB1Z5jcd+pkDrTFzHqoy3vtSgELcoW/ncsbrh6lldKagSWAXax6jJ+6rPch2agzR+1ccORG3Vy0i1cXzdZ1q0+vquo5QfcB47fdl6LaJwbdh8fIWsHEQZkJltXayitAC+p6Wri2sdAMDcxCiAM1cVOIPqELwSwG8seO8v+PUgAPtA8GVQZePng2SlMQB3AXiz996qAwAA7/3fO+eGALwPpBaMg1yKPnAq4UJAeCAICAgICAgICAg4I7GU8f9P7oOF9/5NAN50itu+/3Hs/wsgB6LHhfBAEPCk449/QDHDv3GRxh/nFrir1BkD8M/fSyyrsByW7ZA47ItXlHE+kO2YUeqbVAZr3wixMM9uVVaxP0exqRLrbY8jdQAk5tQ6Fgkz2VpFbNOzVtZHbbL3OXY6mjOuFFJlVlSDwtpLoza36zYAQG6A2LSZS94QtdUwQyws/sN9Go/aP0UsmFRn3tSiLOHPmGHe0kp9+OTPNS7+JecRy/fLfbSNOLhY/Nk3KSb5T56njN7Ne4mZu2bNE2OShJECgJECs3b8/2qjCM2wm0ue60BUmByQykNcvZjzNPL1yl4XmB1McCXUhNPjSZXkcjc/UUNesVkZ+9//FjGA77+exmHzB2+J2u7/2AsBAKkcXZN5w1rfPktKUGsVXTerTjXwnCs46nuWWVcAWJuhuVaTppyIYZNDs53ZRcnzeM5qzVkYj9E+qn1pXYzD48VuNWnjJtLbRIz9ZD+dg3WyubCWPlfI0NptTln7HnaiYXZ2HqU1Nxoy0k9VaPqZJb+FnaN+7RzN/fjfPvrcptwE91vP5TlrW2DRWFNqqx2bJ5Z3royzzMPs9pRo1yqrK5IsEXDMd+WscQfkmPXYrKobUiHasSe/M21uL8/HS19ecuxevhfJveNz96qSJFXCXyBTIKszM8/x87P5PJ+Xjv9kmpSn6lbKMUyZOhwSpz/0MDk41SzX+Ty2t9hsJJbU4zWev7GozVfp/cv37aftj9J9xC/fFLXFm2jtFUZIdcib9Z0f4ZyYBq5BMhBFOiDG+49xPo91IAIrH+JEFMvq2pc5J/75kVsREN3/I3XWxMWLquE536zoePy5xCjdgyvqVf0Rz/9JU0+jopLuSZn1pDHaGecOkermO+h+kp7U/M90gtaCKNo7BjQPZTW7clXHqO3zD2kI+Tsv68bxIDVPpM6FVTglnKbWKE8BAeUQHggCAgICAgICAgLOPHjAF/In3+4U93U2IzwQBDzpqGDG0cbGDrIP+zcephjSxmp1z3gVV3H9Nrut9JnY94cqiDm5eEWp37UwLedwfHx7tTKdKyqZMe7XPIYWZtbiXOn2+2O6z8okfVaY9zYT87uyjvbVmCRG6fC03kVEbYgcjAxTI443PeO0zUrjgtR2zrOpf+x53l6lriyTzF5eu4r69+O9yhoJUyy5ANbv/evbiYkb2EDs2cWrlKX9j1uJ7bv5/dfieLj1D6hPewaUBV2MMnBwSPvSkaBrOJckBWP/hI7L2gYaj/2jxLoeMzHf66voRu88vecmlU3ztcQ4OvZF76vVXIc2rooaGzoIACg0aTViqXB8Ip/tKqNEfPpXqEqyODpdctnyqO21X7ofAPC+59Cxr+jWMb6Za2ZUM0t+9Upta+TcmZlKcv1Jmm+iWjEQ4njiRwbU7aSV6wCIUjY2ZxhLthGpm6PjDleqYrIlRnP8gVHOXzHnJ3H+Uk14ZY3Ove3H6O9zW2nMUt5UY+Vq3I7HugF6vT2z3MtHaQ7mmrqjtkIN7Wtwmtjv7zyq83nHUVIppObGQlUAAKZn6HiVFRpvPslx2KJM2ErF4zxGVy0nRr3SWAmlKlSdAIBs/4Ho79gMO9cYV5zkMYqN9+y4440DUbyhuK8P9Sr7PMB1EuR8pG4FAPySlbyXbt6MhZD6G5ua6ThJW9Ja+rn/XuomOwQBgJ+j8RC3oXhKr2ksRddmpp/OL1llxnH/IX6Pmeo2deByTcyYsyriDLsexfu3dVPbKuOgJnkCzNQXxlWF8XO8TitIKfAJ7aeXfAKp9zKn80tquiRGOFeioNdbHI4k3yg+oTVFotox0pe0KqoxVhNl3zHjaJaI0fm1mNyUKVb8ZtN0T6zLq3I7u+k5AICqPlIXf17Qtb+2keaorFfJAwOA3Zwn9r3d9PryTarszI/QOKYajp9fIMJYQ8pUG5f8ClE3ytzvFtaJOZPg4ZfsgcCf5U8E4YEgICAgICAgICDgzENQCJYMbqnsmgJOT2zbts1v3779aTn2gxzvnGZGrsF4Pn/wB48CADq4murLzlHWQ9xYBtmx5y3blKX64W5ie67fUMzsAcDd7OXewR7tbXllokQFKBh/7Cj+l91/RpvUCeKBY8TQ1KVpX788oj7XYxzT/a5LKa560lSSlaq0a9l9Zl1raR2CbzxMjLb1pa9nNljqAlgXEqmPcMcRYqAsS3jXQerXthX1dLwmZby+uYMYpQu5qq39XLnxe6K4lRlxqZswaqofX9BO/YrP0jnE2E0JAAoc/yuuIFLfAVAnqNYc7fuAV+ZxZZKZc75+vXmNKe+cpzEW55BCZX3UJkxgvo7mXKpRmfRykFhfyTHJmQS2GbaympgnxlGq/gLAynqa2+JFPmVYa7nOXVXUNqJmJ5Eb1NY2GjPrwHXXUWJJD3P9jc0tGg8vOS3iZ28dp1ayWjZboOOK2w0ArJsnFSVfQWM7ENcxbh8n16XRRlLTavJGBWB2XKqdxmaVMU4ME3MrVb3lFVA2eZKd5n+yfzRq28d1NKSC8x9dp2vy8aKP46onuBZJS6XOr/rq0jwEgagOvSYXqYkVwAyzu4nZ0ajNcUVdOddjczaOm16FVRYlEQCOcoC69csXZJn53sJOTMmCmSi809gUrQ2b6zDXRrkAmaMP0r4HNW9AlIz5A+RwVRhThUZchmJ1fJ80P7SksrFjtyD7I6ywiVyrkqzA5kw+T+wg9cF3sCI7pceTsco98DPeWMclft61dDxh8yvUHUfOWdZ+kVLDioCfIzUx36F5Ef6Bn6AIF75Qz8/kGgDAqNN7aZqvdwa6zTDnNNSL2mdyhOQeMciuUMuq9X4uCujhMfqeW9+kfV/RSOtZcrWsk9ZzM3RPs1XeF0JUT1HvAGA+wXOHp2M5RfTxwjl3j/d+25Lt8HEg1bTKt9/w50uyr77v/Anmh/Y/nVWIn1YEhSAgICAgICAgIOAMhIfPL5FCcJZLBOGBIGBJMTCuMd7iijPJ7Ol9vcpgXbmWGCjxY282sZk7B4iFtMqA4ETM9sK8golpZZsyHEcZM5VFC9UU+ymOEw3HHozazm87DwDwjUeIyX735VqF8uq/IzZrYyuxOUlTOTjLNN93WMn4vTIKwdomYiXFcxpQVyPZlXWkEXaxjePH84Yx3txBcdFjczTGDx/TMd7Yxn7ozHd01Gis6lJhZlZjodc20jgKC7q2QWOT4zOjAIAY50jEpkejNpc11YcBLDNMINg3XBiv1fOq+oiiIx7tWRNHnG2gOP/UAa7objzC53spfyJ56UtOdnoA1PWopZaum3VI8lwT4nt7aM6mTb2KoxN0XmsbaY5XJXSeJPiiTOfpdTanX2gbmTGUceydVKWlk+ONRYkQZQLQeSF1C2y88+As7aueKzh3mTyBwkPkGpNoIcWrtVKvx1A95UY4nnLDhjUVslRcieI5Za8LU6QEOY4Dd8YBJzZPaypf0w0AWNOgLH2O18+hUWU4Bf98JykZL1lP69bWIBHMcXz6HQM6F0SJ+/jNdJ5/9vx1Uds8qwetZSrCinPLw/u0vsWGZtpO3Mea0saFh1l/UTe4WCi9x9dmit3KrDC/nteNsMHWIUkUMqleHE/pODreiaiektcAADE+9nwH1eqID/eZftI9I6o5MK9rOFZVXEVXnIEAIM9KQoHde1zarO9x2v9oC+VB2Mruca52LKpgrkVzfeK95EAXKRImXyNSC9jRKbbvHm1j9x5Rm4oqmEvMfA3tM3ZI7+tgdcR30L3Dm7omE3G6n4sDV523igFtNziva1hy4kQhHjC5T3Kd21itzsR0PLoztN1MltqqTT7PoWG6j1zeyKpIxtwL+3UeHg/C/s/lTX0F+UPqhZh7dkVGr+FiMPfz/3xcn3tS4Jcuh+BJr0x2miM8EAQEBAQEBAQEBJyRWLIHgrMc4YEg4AnhFweINRJnn8/ceThqe8MFFEf6lYeIGWqu0pj5amYxf8ROQlet0dj+XX2muu9SgZlmn9cp79lnXKofx00cavU93wAAvO3aXy/Z1V+9ktQDiSP+1g5l37YsI4ZtKzP3Mj4AcGySWBtRRe4+que5gnMpplkpmDfVaSX3QpyPjk0p+yPsdbZAfXn1eSeOhz8VSC5Ai3E6EghjKYynzUtIs7whioQROTAWp/Goaqyn/ZTxDY9i0mN67pGvfFULH1c/Nsxx8BIrb4SaiFWPt1B9hfYu/cJIN/MYiftIhzLG5SDKgODAjB6oIkH77ayl69dVo3Ncql2LE9Cy6tLxlFjjvSPK2rWadQIUu3PJaK9iv/Jp44s+yaxkM+dw9Js8AVESdgzQ67WdRi3qppjkArOKE1VaE2GK+y7zbHRWjye5OntHiZ2tSuoa7lx9CQAgxsqQhWMWWByBrIMXQCxtH+cRicsOANzFbjwyvyqTmtez/RAd552Xk5vUqgadlwM8DqJK2nX34i46r4Fx2n5oxnjW89xurNDrJvNdpv1UXo8zw6qNsPk2h0MYY1GxHh3S6726ga53FWj8q532YdRXFPXF5q+IMlYtTmZO54lUPI8N0/04Z/MEWAXIH6M8j7l+zedJ8HYxzhdItKk7l2vuprZ5db2K2jhXp6qGzmEyr3O4gZ2DCqysFR79mn6uiaset5Kil+vX74/szV+lbURhyOg6TDTS57yorIbpj5SMI6x8LVN1V3IiJHeyJ6vrQMx+JGcrafIZ5Cq3zWrF5z3z5AAkikI5B6i5nFRS1mua5Zj+lko6zoTJQethVbG9lmspmLHOc10E6dWocVxbmAtjqxHLGYoy8HhVgWyf1rGJVZQqagFnPsIDQUBAQEBAQEBAwBmHYDu6dDgjHwicc28C8G8n2azLex89zjvnlgH4KIAXgmioHQD+xnv/tXIfds69EcD7AGwEMA7gOwA+6L0fKLPtabPvpwIT0xrfu4JpFXFfeOs2rUZ8+2FyHfnAs0sZ2Ev//McAgBdfTnkCP9iplRw/86rjuygsBjWVyvjn+4ldtHG24l2dmaJhtz7XuOjF9LmDD9BrjTLaG5vrAQA9E8SGHRnR8ZD44fO7TOwn4zXndxb9/yLz94kqAAtL+tgQMUIXdmic794Req/fqAanAqktsLaF1JHP3HEgahPnmglmh21uhvSzkVloGxcvVTxF0dhjWO9D7IpzLudUtBtGK8oBmJOKmnpTHssRmxXPS46FsnBS3frWQzTPXrxW+3nvMRoXYXf7oGxfUwdV5hVmTvnwE2N+jM59WbWyY+PsXLOaa0rUe2X0XJ7O2YFYv0Je50SBY8+HZllFMI5MvcwSCitvc1TEs1wcabJGMpGhEaYyb+K4ZX5I3Yp83MSisxf7sQLN8YRhoY9whWMZx/0mtn+UGfEHWNFrMEz6OOfJ9E7QettsKmh3cLXkJMdot82rT3y8hpyfXrCO6yWYmgHvvYZqNgxE56LH28z5PFKRvMY4mkm+RYHP66oVeh36JG6fGfy4qRsidSeGZ/TaxLh9M7v+5K0KwPvqmyhdi6LuCbpqjfc/z8MqqZ5rcg8kvaYuRvvMQq+bOD5FcfRzZu71cr0VjvNPrLswapt/4Gb6I8GfM/MrP0vHqTj/SgBAYcI4tS1w+ymUqw7M7j91JoY9Ui74R5vL6FyQyuxzeyjOv2ByYqRfcf7c/LBRMpj1d6M0d2J1et8sMLOfWE1Kbr5XmW3JiYix29mKgqpMBU/7GOKq6Alzr5G6FgcS6obXxHNM5onNIZDrPcX3xBEzVydmbG6CbgMAF1eyesXuZYWEydOYoO/I+Yd/CgCov/LVWAzkHBbrMTQ/SLVEYsaFKT8xcrzNn3oE29Elwxn5QADgFgBvKPN+B4C/BXD/goeBRgC3AWgF8HEARwC8DsBXnXNv8d4XPVw4597H290M4D0AugD8HoDLnXOXeK/f+qfTvgMCAgICAgICAgIWizPygcB7vw/AvoXvO+c+yH/+64KmDwBYBeCl3vvv8LafA/BLAB9zzn3Nez/J7zcD+AiAuwFc59kqwjl3N4Bvg37E/9Xptu+nEjZScp4Zsi88TEzSdx9Qv+s97NDz6n94ack+Jtlr/U+et+Gkx/u9bz2sx2OW49Mcx3+qiHdvBVDsglQ/zV71OeqLuG8AGoNbSBPzaL2zG2LESOeqSN0Q5hIA/v5n5Nv+1y8mt43nfvq2qG2hQmBxogrAl3GF2/t6idW6t1crYq5jJvY2rl58431HorbXXaBqzUKIS8o7/5sUkCYTty4scrnPb+V6AqIeWMZeXJMOM6ssqgCgORJjc9mScxBFQnIybPVdcbCRePMqp2ztXf3EWG1sps9/81FlM6/trqd9Mntn2b7UNI1VZQUxgbkjO6K2RNc5JecskLoVFaaGQr6OYqxTwmYaJ5BChuaT5ER447Qj8yvObOTX79PY5Ndso3hqYaPnjAPRLw+PAgCuWklqyGO9ygpLXk7E5hvlShhLiWs/NmUUiUlq66gura4tn5Nchawxyz/AasFRfv3pI6ryXbuRmNjnrqbza08qYzzqiWGu50rAsv4AoHmOGN/ZBK0HiccHgHn+W1yDrDoi3drHitm2ZaoCdPHce4Tdy3YN6rhItfBf8LhalaNnnPplczpkjkqldes9Ly5BMi6i8ACaY6LuYfq5sTm6bpIfIDHpABCFyHMOVDKvbjozSVKZRJ21NVaSVZTXlGuj+6vNy0l0dAMAXCe1pUZ1zvoZmk++ie5tMXPfyw/RPv0Gut8VUsr0e54zMT6OMPAA4Md0XgDFrkZgZ6rUalp3ktcAAMlV9N7YraQmp2qNstDHdS64OrPNzvFdXPGZVYpEk7L6XlyMJkjts2qF1Cep4nwl+z1Xy3k8dm1kWL2qGKafIgNpdcUT1SDv6bV5z8+jthbOfxhu2sjbGJWP3dcmW+ja3N+n63ttI+2/vY6+Y2e++/+itoqXvAsngyyX2WndZ6by5LkAqWb6HrA5BIn2UgfApw9L6DJ0lksEsZNvcmbA0Up9C4AZAAs9sV4HYK/8qAYA/jH+KQCNAF5ktn05gEoAn/LGN44/uw/A60/TfQcEBAQEBAQEnD3wQKGQX5J/Z/nzwJmpEBwH1wBYC+BL3vtRedM51wGgE6UPCQBwB79eDOCr5m+AWPhy27/WOVftvZ88zfb9lKHaxOY/PECsyjsuXVn0ChSz4wux4+M3nPLxPv6yLYvt4nFhHWOys8yaNq8BAMSnTbysVP+cJ7Yva7yzE4fuAwC0MvN1rG5r1HYBM7e/9oW7AADXn6vs1BPFOy/rPm6bqAgnwq5jytpJ3P7b+HpdtLy+ZPu/u5nUjn0DyigNs/vLH3IF2YzJIZB8BmGRbdXeZEMx92BI0MhlRli1uoSyp+Jd7mZo33I9AODSBmKuegvE8tqqvbuZBRbf/k7ju+8zxKxyCgJyTarw5NkJxbLWUV+O7uYOq2tJ1QwxjdlqYsTzhqX1KZpriaED/P/S6N2GOI3RP79K5/iNDxFLLm5B4h4EABdw/sidzGhXGzcqiZEXNn/OsPk1vF1HNY3HpGG2JQ/oGLvxdNbqtRJFR/JXbt6t8f4buS+SQ3OkT8XK7Rnq+xbOGRk31ae31NEciomfvfGe93yZ2tjh6tFhvQ7rm6ifjw7NFZ2n/VsqdVcZdn6IK4vv4yril5m5PsxM/2XLSVHYPagKYnc9XS8b/y9sruQa7B3W7SXXw6oMAtmHzVEQyFqMO7om+YJu87976D70qs3EWmfiuu/KcWKKy1XyFWVgOl7J/dbj1ay/AgAQ6yHlNXvgkagt0cFzW3IAjHMRVlMegriypefUrUnyFyK11Ti25Vv13gkAqXrNPcj1HaC+87rzWZ0Lwz/+Hh2ngY6XmzL++ZwLIDkBvlOrEcu8kgrahSq9NzpWBvwc5/dUlv4EEsbfVteWKtC1tXo/d3P83cDfHxUzOh8buSbFEOcVFKZ1rDyfa+1+Gv++TS+L2gYaKN9ujBW8tLm/zvN63tlEhYE3V+u95lTQVENzYXpGx1HyAW2+3fGQbF8T/T1XtbhjP5kIScVLh2eMQgDgrfy6MFxIfBh7UAp5z8ZynGx7Z7Y5nfYdwTn3dufcdufc9oGBkjzlgICAgICAgICAgAhPq0LgnKsH8N5FfOST3vvhhW/yfl4JYA8o4dhCKOE5lGJ2wTaL3f502ncE7/1nAXwWALZt2/akPvKeiJkWBlGUgnXtWtVzqZyEnggOgFiOOo5Zr6k05yLOHfPEAI5D3R4aJL52hnIJNlcq49J4DnlTCwv53w9ofO6f/5gY5lPJm3jTjfdGf3/hdcTMffiHuwAAf3b9xrKfORn2DCu7Lgz9P95CbNjKJo0lPThEbN8rLqTnzTv2mjhiZqF/eYTiv683uQ97+HMPsrvUecuVsexlZeHCdmLxl9Uo+yZOMtVztLRjk8qm5etJBXA81lYhcPx3a109AKBgYnE3VrA6wU4/mDYe7ePEcmd3klAXb1KfoThX6801aP7EfJrOw2+4hvo7pnkaj2SpbW6A+pKMq0rR4Oj2Gq8jNaXt0Zu07ysoPtpxVdWBWe3fdatpHu5kZaapUhlqiZtvr6H52Gbi249wzPsV3czemRoYko9QYAasylRHFUceyQfpGTfVYhnHeN/bVukaGRina1rHjPjLL9e4YomZv7tnFACwo0fVKakHcG03jfGyRv0aEicVYeLPSY5qH2Zprokqtf3oWNR27SqaT6IGWEt4qafxq1uJY7HKlYyLvHdJp96j5srUE5ApNsLKQl1GGXtxipJ9tlXrtRElQd5LxnT87+d8GlE3fsJOXgBww0a6n1Q4ZkCtmsJKV4HvVXGT2zJbx/OX+15hmGawM5aw5JEqAMDVs9LFFXKd8feXfKok5z/ItQIAN8PXl/Nk8nE9954YXe9lTELnTVVhP0P5O8ll3QCA+WmdJ+IylO6g+5DNPciP0Bp2STpO4d4faT+57sHY/fcDKM49qHr522mbhxf+TAAKy0mli/eTMmrZ0sJhuvfGV5r3OIfCMTvdnNBrM5XlOZBndzuzr0Q3rf25NrqPn3NYKzDvjVNu3KoUnev4rM4vWZ+r6uice2dVeTl+tlgpKiv0u8w6Bi4GeeN+9PQj5BAsFZ7ukKF6AB9exPZfAlDyQACKta8A8DnvS2pPi6abRikyC7ZZuP3C1bJw+9Np3wEBAQEBAQEBZw884PPBdnQp8LQ+EHjvD6A4mf/x4q0AcgC+UKZNbG/KhdfIezYsx26/p8z23mxzOu37tMNinYCeaqxrrSn6f7b/QPT30TixkW3sOT9n4kMltlRiduOj6qzUzKzPMa6Uu65NGWNhPT9+K7k13HdQvZw7uHqxsPMVKV2a133yVgDAc1h9+I97laH++aPECl6wsh4A0Fqlz4+T7OktrLI4/QDAj3fT5150HrHj4gYDqJe7MO7vf44yUZ+5bT+dJzu92DF8EW9/XjspQ6sb9HhRnLRUf00q8+ikGif7oudTbVGbuKPEmFX0ST2/oQyxmRPMaK+o1H16dttOTLIbSVLFND9G7GL/rZTn0f6Hfx217Zhl3/ye7dF7mXqKG843EANu/d431tLf8xmaE3MmWHv7UYqpf3YTxWMXznl21CaOJqJ8LLOxyczK3jVH16+7QeN765mRXtvI/vKGCpc4+oNDdFxbYVcccPT/2s87jiJ2/SsAAEbBSURBVJAis6aRjtNs4qplny/cQGP98/2qOrTXUx/uOzgKABiYUAZ3gOfzo8do3y/dqhW0R9nX/wHOOeiv0WvayrHJnVyjYLZa50KK8x5aOefk+WtUrRjm9SnnbEj9KDdF4vit+5XE/QtzX2tyD2ZidDw7xlKpWV2bdFzTXNshycfbZ/ILJjgPpIPP1dZzkJwDuT9s66qP2qTWRoGrqvcZGqmjisZYqtnaHILMKM37mXqas4fG1eWpvYruSRXrqdaAzEHAKAKyFitUyRNFQHIWUCieU4Dm0BSqVTnsmqb7XIzzzcBOOnSCtL3k7sTbVGVKcgVlUQYOff/WqG3ly59Hn2Pno/S250Ztx/7zXwAATVdcDgDYf+P/RG0dcYooTtbSPcq65cQH6d7mG+jr1Q2p41FUsdmMVeEg5QA4yUe44Ho9rdGDAIDsjl/Qxw4e1H3tJ7UhUU/z16/V70lxU9s5JQqLTmRxTPuPB+k6vGidjvFj/bTObE0DwdbO+qL/z02pAjub53k8QXO10tT9yFQcP69gfH6pGPmlQFAIlgpnfA6Bc24rgAsBfM9737ew3XvfC/rhfFmZj8t72817d/Pr5WW2vxTAbrH6PM32HRAQEBAQEBAQELBoPN0hQ0uBt/Hr506wzZcB/L5z7gbj5x8H8DsARgF832z7LQCfBPBu59yNplbADQDWAPjQabrvswIf/RlV4DzC8fAnUiGu/8fbo79fdD4x4e+5cvXxNkeytTv6+5cPkPjyknXE4rRCY1sLSWLipvLscd+iOQGV45QzcG4LMb6WmW1nFvKOI8QyXbNe3TY+/U2KpV3eTYxcY3VppFgdu87cuV+j5l7EqoFUoj2/XRWJGMQLm1gPW3F1cwcx+zFmP+/uUeZL2EyJGz/XVEZ+/mY6L/H5txAHlSuX15S0if+65C7MmltPPkH7F8/5lBEN81zFddRx5dpK5TCamE1riPF5GXJnrEBjVVdHbF9sWtUYiTtuffZVAIDEiCouG5nZLDR3687YrUSY1LxhP/fM03jXsUNMytgnCRs8wbHXtTMaGz5R2VbcZUNw7Ryga7mVx/1WoyRJlWopLttgKvJuaCZGb2iadibsMqAsd0lAJZQdl3mSM+qBqDwyZ4cnlWmWatwruRZGysSpy9+ruELx+W06h3pYSZguw2amuJ9TBfr86JzG+7eyciFzyaox4uoidVEqzHUQ9UBi+61zy0pWzRaqhQBwoI/WfMawpjLHK5P0OpvT8T80ya4zBcnz0DU8wErJT/bQHHj+Ol37ksMh9Qc2NSsz28duM3l2gLLn3M/n1VJJ8ys2r4qEqAUpVloeMU5hd/fQ565fQ/eaWuMY47J0DqIUOBPvn6+le+iM45wFo5xkJom1jo8TJ+fEkQuAY999xHmsYjpm8UZW31ghi9RCAJWcL+GzNOdqV2muz9Q+yn2q/dXfps9n9Po1bKGcncI4qVmrXv+rUdvkw/cDAJI8HV1KVcypZZTXlvjp5wFobQRAc4q8yY2IDTP/uOlq+vyNH4va0q10jxh5+DEshGdlJV1Pa6qC1REAyLeTg9CmOhrbb+zV8VjJuQPXcw7OjPlu+fL9pFI38lquN7ktYjZ2bi3Nhfg+5RGbqmjcJjopT+1EqoCFVNc+LRAqFS8ZzugHAudcBpQ/cBQn/nH8UQC/CuBG59zHQcz7a0G2nW/z3kcamvd+wDn3IQAfA3CTc+7LoBCd9wPYBeATp+O+AwICAgICAgLOJgTb0aXDGf1AAOBXADQA+Iwt9LUQ3vsh59yVoB/Y7wJQDWAngNd4779SZvu/d84NAXgfiNEfB/n9f2BhZeDTad+nA6zX/UbDCi4VJL72PZcvP+m2P/ztK6O/P7/90Am2LEVJVeEyPs1lfRaqyLFjcJSYnXbjNDIwTUzXl++ivnz/t66I2sRn/J/uLk0LqecY4xrOK1jdqq4Z57URw7OH45Vt5dTbDhGzbH3UBTt76VlyBysDb76yO2q7nz3u33E5xc1aV5YXL6e+zDE7f2RYp2x9RqraUh9qCibnPUYssnQvGdMbrygD4gdgw90l90Ds263jyxAzpO1pZr8Ne5fgfSYGDwAA8kc1ZWf43JcAAOrYqWR+zwNRW/z859C+TDy2rTAMALFJZfq7mbU7PEHXtjGut9QNwkLmaIxyNa1R2wQzvk3MbO8ZUSa2LkP7mGKlZmRaWfllNXS8e/j6rW/S3AhhmDuq6fMThsVbkaD5uGuG5nFjRudEYwXtU1g/yzz2cS7MCKtLL9uiuQ5SH2ETu4dtNS5i4mj1kk2aAyC4644DAIBhVrXuOqAKyO9cubJo26YKHc8e7kuG5ZEWk+sgfa9iNv/QuI6nKAO9E3N8vsqellMGBKL2pOOlkbXCjncatyapp/GzA6MAgP99RGs2PGstMcaiiogjFKC5OtuW0YSR2giAzv8c07zWcUryHcTlpsj1h/32UVUPAFjfpOMqStAgr59Zozq0SWVkqa5t1DBRC7Ixmi8V0HkpOTEFZuptbQn5nOReedMXqdWBLMfh27oH7BaUO0Jrt+UNvx01FQ6SouofvRMAMPDTn+k5vPQVAID9n6V8gc5rL9J+skqRvoTi/fN9+6O2Cu57bP1WajN5PbED9wMAhldfHb3XsJLU6cQw3c8rVqn6PPhLig527CbVf58eJ8FzumE9fcdYF6S2JF37b+2je2fB3O+O8vzfXEXj/qMBbevlvJjXX0D7fPCYcoVfuZ++U6ovpe/M1R3rorY8j7fMs74xVSTa645fxXg+fxr9cPaquizFvs5mnNEPBN77GwHceIrb9gB4wyL2/QWUT1I+rfcdEBAQEBAQEBAQsBic0Q8EAacf6g3zeIjZ4xWN1cfbfNG4rJP2FVUVziw7wdaKt2xbcfKNlhD3s4OK9TW/+QC9J8rAZ5gpBYDl7MrSwf7tFYbVv3IrsdU/5HoAz1urrJ04Agmr/L1dykr+EVcTFrzhSxo7uucQKQNf+61LAQDDsyqwiYPQQncKANgzQMxTIzP8zRXaz6kFvu25lF732dliAc8STFJRV7zSKw3rKtVb0wmOETcflJoIx+apzYqEHVysPM+xv4X2TVFbHVcyHd7yYjqXrDLUEgOdNdVNYxM0puNVFMOcrlHmcIJrWAhrbbqOGRDDOeXZKcmMQXuKmMAR9iuPmQq2wkyPMIP72vM0dno3Vwxu4Bjh/SNqO7NtGc01UVxuYfcfALiM4/17xqf5Vft5L6tEb+K6EzbXxMYiA8UVgKUOwDXdNFbWjUdqBfx0DznFPGetxsxPcl6AsOwbjLJQzfsXNSBm8kk6a2gcBzhHoiquc2HMi5LEXu31qt9JDkFzG53LXUc0X+ZEECa9wuQQyBHtHBWIOifn8PqL1B1e7oviUiQ5P3ZfP2el5IhxINrMCqDkBtn5nxo9TP1k5WmsVpn3GmbjJT9mXbWqdZ495Me5LPRcrpRdjc3SBDkW13XwydvpWl64gq6NVHIGgK1txbVVRmu6o79bRiiOPsHM9PyI8f7gXIVCmcq3nl25Upxz4NM6TxItNFcnb/8hAK1ZAAAFrmWQqCqj6naQYiWqhevSfkeViZk1P5xQRW9FW/GcBYBCprboczGrKGynavYzA3RNH77tcNTWtZw+t/4dvw4AmHhQa87UDJAa8so6rqXQqGy+5I/s4ZollyzTtbi2sTg3zrrN/e0N5xS17VIhKZp71Xxa01mdX+JcNMv353M7VDW1a+LpR3AZWiqEB4KAgICAgICAgIAzEOGBYKkQHggClhRFPt5lmKfjYXZGWbHYLDF48TFikmZu/3bUVnnp8wEAWfb7n5nVWFxBRYYYsD/+wSPRex95ITHE93PlVAD4Cjsz/PWLN59yP08VL9xYGjvdxMy7xGm+87Lukm2kmvF7rlBF4/4+2l4YOcuaDnF8eTM7jVSkSvMFBLa2wWd+g+Jq1aNdGbbldcUx85OmmqVUaM0xO7+iVuP2JRZaXC1GDCOej9rotdH0RSrCCsM8nS2dNwtzCQBloeW9OeOOMxAn1q6az6vSVHGNj9F1b+Y8gXxNad2DZL+6g0jtA+lfxcCj2gfxh68kdrZqUitTH+N6Ck0c6z42p+Ph48QAVnCM8aakstbi5f71h0kFO9SgeQIv3dBUtK8jhukf4muzOklK1K/XKxM7X03jMTqb4s+bvJCNxIQ+Mkgs8l7jn3/FinoAWhnZzr0xrgr86CDNz1eeq2rd2pbi2PyvP6S1Oq5nh527jowCAK5aqV73wlYvq6bxMWZB0finmZ08PGlqAPB7cs9Z0ar5Sx10ClF+0/nt2vbg0WK14LxlyoJu4H3YuGqZT7F8aTXnygRd50s66XMtTj8XP7qT+rX5WgDAt3fqtZE1sZwdj6xatJNjwYWZ3tyicd3z9RQTPjBN1zJlFJNchk7aVXNsfk4VibF4LR8HRfsGgAOzHN+eZsbeKBIb2ZlMcor+50Gd6//CiscfPZdqlvRP6fhUsAtbNLIx4zDGDlyitNVDIZWX3bI19MasXqvZB8hBrvJCcgpLtuh6zR2hOi+dr3w5HW7llqitsJeY+0KaxjFm6wpU07z8915qe+0WVccGZkntqTf3yd3DdK9dXU9rqnJYaw3Ub6I+V3WMAgC29huXOskL6aW8gsYX/1rUlm2h8XN5Gs/63vuiNs9j1cT3h2HouqljpyqZS+uaSjPcxKHvAjPHu9lFrJnzGqpieo/aPVZch+OQyRerPsH3zFMN74HCUiUVn93PA2d+HYKAgICAgICAgICAgMePoBAELCkeHVbGXlgHYdiqDLtyfx+xkFdzhdwi/2P+e6aiHgCQ7HgwaoqtpZpswmGPTSl7fYQr1p7TQazH6y4oLfJ8p4kfvnxVY0n7QvSyW1BHvTJzc5O0D4ldL5cjUS5/4hVbOoradvYpayQk3bPXUH5An2HY1nIF2X0jNLaDxnVGvM4fG6Z+dtUd30f6yjUapyssnzBLdcbPvocdcx7qpfNcV68qwHlNdE3nHb/mlaW1HvyA1jMAlGWSOWDPrypRzEvY3QhBWZ2ibWyFXVENpK1vVve5sYHYvXFWGypSyrLn6onti4nnek7nrGfmsGBYzCz7r1fMjlJb2tR6yNI8bmF3kFylzjnxju+ZoH49NqTMexezwcLobapT1k7qW7z/ctrXTQeVmdszTLHPK9jd6KJm7efAPCsmee5LvTL2UoehPkPH2dRcWkW6kddr3jibJPm6XcW1JaZMjPHCHJUTwaoHwsp3cr6MjYvvnWPffabquutVrZqbo2v5wDEaj2etUKa/j8e6tfL4X2miglWY+SZzbZLnyf5BdWdZ1UznbN1WpJp5VK3cOFAlONcECVZxYjpPaleSIrefc3Csc9Gt+yg3aDWz//tMzQDxlRc3KbtOf8EVprs5X6LNOBBlefziHOeeTeh9oZqvqbgTDZoq7H289vt4GKpTpeMpLmQrjcNVSy2Nw6dvJ5b8D65ZFbXVcSz/nPjtm7UVn6H3qlnRmEnoPaqKFQE3T+s0169x+InnvYnaxFlpw7O07b7vAQDyx8j9J9attWrinHvgOU9A1jsAxKboOnRzBeHtR/U6bGDGvZwyJNO3YFzE9l/xdvqcJxVlTX191Lbzcz8AAGSuehn1we6L8zuS3BfEVaXwg5QP4pspX2ByWu+9PeyqtYy/DwpGnX9gN81Lqd3zKuMU1sC5LaLuzhZ0DnHZm2jfDRmdQ/nTikr38PkQMrQUCApBQEBAQEBAQEDAmQcuTLYU/57M5wHnXKdz7oPOuZudc73OuSnn3A7n3N8550qz6ukzy5xz/+6cG3DOzTjntjvnfrXctrz9G51z9/G2x5xz/+qcazne9iWf96fVk17AUmPbtm1++/btJ9/wCeI933iIjmfigTe3EEN2XoaY8ImMuuOIknDZylKWXlj/qhGqRpnoOqdkm3IQ5lHYb1EfjocfMnOyjNkt66LwZEIUAusFL6tQKosWDDP0GLPCNr55IW7eS77j/3mPVt29fhMxVp/8EcW8v/O56lghlYal8qpl99Ps7CPVSuOjuk9xBck1dgMApvOlbhNSLTZuYqFFHBIHnLQ5nrwnFWFtrYEeVn16J2kMrjJVkMeYMc5Gx9M+VPABJafFKhkVBZp7cWbh8obZEzjDBCaGDtBxOL43xqwmoJVV81wReRKqpojrjDg4iZIBAA+wC9WV7DhiHXqEcazzpCj055XNl30Iq5u0rid8L08x+9yc0HOIcwVtn+Rqxmn9jhCGXuZAY15VtIM5Gm+pl2DzO+4/RufeP0XX5lSdvF75efKO//pbyOHqqw9qfoHkEMi9w5YAqGV2fIZVikSZMGbJcbC5JjJEMq1WHbsrasutugQAMJylA9kKrOVqFEiuE089ZKC5GFLlt69QWbIvceOq5ev3z/dq/P0KVvX6eI7PmArOV/P98RjH6PeY+gXPYYVTqjT3TWpfVrGql5ineVZIKrsbZyUjxm2TjWujth0DpnYIgM2marKM39d2Umz/zbvV0exTr6B7dDXHoOdjev+Ks4omSlxs1tTTZKZe1qAzbTF2A5PY/vio1mgRhx8cou+dXO+BqC150fMAAD5Vxcc1NSkkZ0DcjSZHtStpOtfsCqra+9CgKrHrWSHI5E0+lafvjagGhlHAZazEjaeu556oLXuI7sdzhymHIN2hqmLmRe8EAAz8w/voc5dcHrVhA7nT5apKVeRUrPg+vH9Uz1kqg997iM613ThwiWOd1FMZnNY59OgQnat8P0peD6BKbVdj9T3e+214GhGravGpza9ckn3N7/w6ClMDT4qFknPutwD8fwC+B+A2ABMALgHwJgC9AC7x3veZ7RsBbAfQCuDjAI6ACvFeA+At3vt/W7D/9/F2N4Ps+LsA/B6Ag7zvKZwEIWQoICAgICAgICAg4MnDrQBW2h/9AP7FOXcngH8B8Pv8T/ABAKsAvNR7/x0AcM59DsAvAXzMOfc1KWbrnGsG8BEAdwO4Tgr1OufuBvBtAO8B8Fcn62B4IAhYEhwcklh7ZR96xphNYyZrVVKZ362tx491l5hTVBHrNPv9z0RtLkOsT/o5byz5nDDoEpsvHuiAeuvbqrviUjM1v1TxhyfG3Di5xszniWkZNS48wmg7dq3JmRjQEykDgms498B6yIt7yF+/8lwAwIpajXcW7/35SlJRUlklD6Qyr8SdW+SaKH5VQsljrrTisDDOlpWXsG1hr/sNE9XBzNMjgzRfNhlWUpjODU3Up91DynwJYyzxrP3m3G96jBST37y4i4+rpM+xHO2zsY7b5ozDj+StjBsXGI4XdwXu80HNafFcrXQgS9ftTuNidSm7zWyoo3PeO6FjddGyYvbZOr1Uz9G4FzjevxXKSo7maWyWZ2juWEVCKpl28rj0zCmF3sl5EG6OWGHL9Mv1ahXFyuvXgjCccr2MeIML2Bv/27upfyvfojUiD37+dTgeRBkQjJjrdtR48FO/dc7O8prI5kVRUkZ2XWO66FxsnQvJiRC3p+w9e6O22DJyH6tI1QMA0nHjksYOZlZEl/3KdPJOx0pY6wpmjMtVc+1nZecN52kc9388SHNtTSPd25orlYm9t5fuZVez8nrNSs2bmOJr+BirrQXT0WyBc2hA86XKRAfH2dffZWktVWQNK8/ns5udo5Ix/ZzkLm3j+9EL1qoCKyx5lq9Jg1GnhJUXty7YasTM1Isy4DO6Ljy3yX3Iqnai7vkK/j7YfEnUNnfPj+m9jZS3ke0wCnMfXXvPrkuxVlM1eZhUm16Ozd+aHo3a3DjN/+FKk5fDrw9wwsWFHdr35fNHi8491671DuKN5A6VnPhvAECirVRZk+rFLqXfp7EZGgdxG+o0ZnBHea13FWhcRipUqf+z75MS8cptdL9b16R5E1I/Ra7fpLkvSIX7hnSZGjCnU2SJX0Lb0SfxvLz3O47T9BXQA8GWBe+/DsBeeRjgfeSdc58C8O8AXgTgq9z0cgCVAD7lTUEe7/13nHP7ALwep/BAEHIIAgICAgICAgICzjh4LF0OwdP0mCMVDKOScc65DgCdAO4os728d7F5T/7+5XG23+icO2mF2KAQBDwhXP5XPwEAVLIbxvCkxl1+/Xu7AADf5CqpH37VuVHbua3EUtR7YgSrK0sVg+wxYjaQUBY0sYzcK/K7bgUAxDdeXfK59T3Utq5zY/ReL3vCr6zTffUyo3pkfA5PFnK96o8NrmQpzg425n18Xqr10pIUthcA6hdR6HlLq24srPiyAikTBVP9GDk6TgLMCBWUsY9NU8yvZ2ceb8Zf/LHTHJc7EdfjyfnIcWeNQuBR7BNfbeJtxR1qObPBP9gzHLVtW0aM6KExYkFrjOtJAcW5CrNGVbl0BTFk+0fpc40VyrpK1VhRNI7Mq1tKilnIuprl0XvCwF5YQfs/tuY5UVurI8a9JUmkzHWr6qO2ngka05aE+MRrH2QcWli5ssRUroIr/84ROzyd0DGu4/wHODqHChNkL/kSuzj2ty6tx7tnUvIYiMWcnNd1Osj1BFbUUt+dcc7J89KQsZ0wtRQkf+GCDrpG3/qLF0VtkhfwD9+lWiC//L/X4Xg4ZuLiH2Pf/U1cvdgqEtMcWz/Jip5V+85p4fjvAnunm7VlczcAIHb5r0R/ixomvwSsUiOMqOTUAEBcWGpm2bPmK7SP16ysg6KYcn7NcKPkXwBa6VnG1s5xYeGFkf3FYWXzr1lO91BRSjZX6jiOcd+lD9Y5Kjp3no/xUc3hOI/ru8jYtpm4cXEYk1odRc5wjH3s0tRg/OxlrKKcHcNegxVRqZNgmV65/0Tx/hWqlDquUVOYYmVh+flRW3oL7XO8lerLVNzxFe3KCnLG8jm6VlZ1cHWksq6YoHu2dSASZ7KEyZmqAvU5yWswZdaibH8sTfkBTca3/+t7aVG95gXvAADkzTnLlU+1cF5TwdxD2YHoETanOyc5GrXtH6e+Lq+kfd9t6mt84HpSJ0ThsQ5X4rw1XkYlr2fXsSPsPFWb1nm5IGXh6YUvwOezcOb++rh2k88+XYUI/oxfv2jeEymqB6WQ96yN4sm2d7zNo2XaI4QHgoCAgICAgICAgDMOsab1KAzsQLx96xPaT2HgYcSa1sE593YAbzdNn/Xef1b+45yrB/DeRez6k9774XINzrn3A/hVPsZPTZOwVOXYytkF2zye7csiPBAELBpb/+/3o7+ZvEGCmQbJJQCAkQMUMrf2PGIHH+hV3/3WKmLmBrm6aptx5GiME2szVUmsvr/8tSV9EJeDpjIVjh0rA+IVDgCdIxQ7ms2oo4Z4lnfXcIzkiMn1kdhW9nR3c8rMnYrrkcQf96c6ovccL9XpLO3TsuRSeVZcSCoMxSnuSSfKJZD8hJq08W3nMZLKt8LQAYBPEtuU46jBZFxVAHHnEKej+Jz64As7OM4uIknDFKWTxUxsOQVEKhwXTGMl7+SmfXQOG5oNM8fbS5z55ha9p4kyIEyujUUX3/u3f/V+AMBlq9XN6nqux9DOFYDjTp1V5nhf44YJ752gC+fZd73G2NvERpj15Bj9vFOWar2jHJZCjJjHriodH3FnimWlkqyyuzMpus4zrL7UzJrvEr5u3tO+pMYBoG4znexF3p7Wc9jP1+sR9rivNGqRqHWiWvRN6rWpKS5aHTHwADDKLHITqy/W2eezt5BDWIbj4f/5Tq3iuref5tPf3kDrKGVyAa5eT44yUq3353sG9fxYhdzXT+fw7PXqWnbrIbq3rGsi1np1c6lD0PwY7Ws+qfNLwqIzMWahTXy7jEfa9E8UMszRa7xa+yD1DerSMf68za+hfYmqssXM47oE5xy4YtcaQO8Lsu8L2rXvLKzhvLk9AAA/puu0roPugb1ZmkP1xtHMHSXl1nH8fa5lTUk/L+2sLukLmMkezVFf2sukgcm4T8+YCvJp2ocw/s5UB45GiPdt1wHknsTXxM3pd4tL0cHjLcTEz9/+taht/AjVK6i5nuZe4XxVp7Icf+92/AwAEMuqUuYkf6SKvzeMaprq46r37Zui927toQsgTmFV5p49yuMmKukjg7pO26vpOh/lr67GCl1kbpjUGsmJKEyZUuQ89zbx10DBaz7J1Z7G9GiSSOPXbda+/OM99L327nNozLabXUqelxDjtkaHvHdwmq7JdNaqg6dPtHmh5840KhrnYk0b4JJlJuUpwGenURg7BMwMp7z3WQCfPcHm9QA+vIjdfwlAyQOBc+5tAP4O5Dr07gXN8qW04A4MAMgs2Gbh9sWJWOW3L4vT56oGBAQEBAQEBAQEnCK89/PxtvNR6Lvvce+j0Hcf4m3ngx8GTna8A957t4h/exbuwzn3FtBDx48AvLLMcSWOr7S6qr5nw4NOtr032xwXQSEIOGX81wM0/9q6lKk+f3k9AOBZ7Ge8d1hZnANXkIdyPbOE/3u/zscV9fQkv6WNGKUR47gzxoxQ3NF7XbXG05o94CvZDSY2q3RHjqtdzieJORm2Lj51pAzMmuqO4lIzKmHBsVJWsTLDjP2UPuAPTdCDtrh8lKtUXJGhh/Ltj+k5Cxv56vOIvf6h8fGu4b7Ucy2ExeQNAFqJtCGviuFshsgFJ7UNjGLSN8v1ByIG0LBU3M8Us8GxuLKZ82wvVJEsZufpAPS3c6VtwjwJ4/+JWw9EbW+6mOL1r1xRD6A05hsALmbHHhviKX0Q73rZxuKPrqPrvrLp+AM6b+Krj7G3t42Vl/yDO45R22Ut2vaAp/vvOeyg4gwrLHkrjbFSD39hDgeYbW2r1L5X5mgNSYy3qAIAkEvReYiy1lqlzK+MgygDk17XTUc1jVWc88oeGdR1Ws3xzTKf7XoTJyyJj7a1JWqZdW7hCrnm9PD/Xk3uS0Ocn3CvUQeH2FP/uk9Srk+3yXuRar3vvKwbgK4VAPjFAVJj1jfT9qsblA0URU2qLU9MK0kmPc7xPC73pSex5HHY72ViqCdMdeZaYSBZKYub+08TO+TM8ry3glmM/yMsstklYlwXIM2fHyvo9V5VRRtOsiJkQ7crZV9cHyNSL6BsemUFzSvrspVfy972Y3RvEkUQAGrm6XxSDZTvVDms96+ZGN0/RvmathvBcnaajpcYPgAAiDeoc464c0kNDBczagWPu+NaBfYeJY5YUuvD5hDI2oj17KRtMsY5p4vuJ1FF8QP3R23JhlY+Do21a1QFF1ztNnITG1XFuNBE53P/gN5ft7TSfNL8DB3jpnlWDpOkRu7s1/X2vNX1AIDULLkGxcZUfS7wHJhaRjkRFcP7ojYn/eGaJ96w4bERUkWWscIyk+mO2n53Fb03X0Gf6zK1M2Q9S4rVsKlaLepBBysaI6YSfJNxwjodkD/ws5iraiv42VE4/h1wqvCzo/CzYygMPfqUEOTOuTeDXIVuAvBy731JmI/3vtc51wPgsjK7kPdsgam7QWFOlwNY+AByKYDdYlF6IgSFICAgICAgICAg4IyE9977qWNX5o/ec/KNFyB/dDv81LEr/FNQpdc59yYA/wrgZwBe5r2fPcHmXwawxjl3g/l8HMDvABgF8H2z7bdAoULv5m1k+xsArAHwn6fUv1Cp+JmNpahULJWDK+YpTnHntDJYDRliynrZXUjcYADg6/dShdtbvkeVQXu/pmFy4k60oZsYofdeszpqE9cTYS6t37gwtxIDXWFoOHHUkKqvM8Z1RhhqO9/FYUHidKuNE8TCdWEZtsocPWhLPH26trTa8qng1n0a03+yqsonw92HiG26eIUybMLaCQs3UjAuN0znxsvYRci5lqtiLH/a+GiBjJmMeq6MD7sczzJR4hYkORUTJm5Zjj3F7+0eVJLjeWsai7YZM6x+OdVmMdjdP17yXh2rOIfHlImVuNoNXDvB9kHGT5xl7HBIRdAUs7zi9Q2oWiTMo1UwZF+iwpRz+0hzTYlyFY4lJnzKrA3xIhcnG6sCPMTMplz3BuPWtLIuXbRvC1H89o/Q/WBto7KZcr1uO0T3E+sAVcf3E/F276zVc+hiF6oaXqcTxhllFSsg8+yjPz6n5ydjJKc1Ydo6qmn7JCtr3jiVzBZ4HZhBThX42rOKaSuKSz6I1IaoNt/1fkFss10+UQ0QZvhH48qE13HikbghFZzJX2G7cfHpT4wpm59rJEZbVNMpI99ELkguW3QuAJCuKlZJJ6cXhiOrylc9oRELEvvvZmjdWNVBmH2pMeBMTpLcm6SSsnX9kTwuz/kCdp+iGrh56p8z8f4S+z/bSN8pqXu+FTUlltF7klcl1dgBICa1DRbkLgBAoar0Hn/A0712ZXKqqL+AOgLdMUDvdZv6PIJl+UHeVvO3JpL1APR6deQ0h0bk0fwDlHuaG9Dxj/N186JyJHWfhy57E4Dy9QQkt0vW/uiMjmM75+xIJfi7ezT3YzXnXz1rTfPTXqnYIlbf7WMtmxGrbj/5xgAKE70oDO5CYXT/k+6b5Jx7KYBvABgH8IcojfWf9N5/02zfBOAeAE2gCsQ9AF4L4FoAb/Pef27B/t8P4GMAfg56mOgE8H4AhwFcfCoKQQgZCggICAgICAgIOKPhxw5uKORmdru1L4pIk+Nu6z0KvffATw+sf4q6dyEoKqce5ZOWDwL4pvzHez/knLsSwEcBvAtANYCdAF7jvf/Kwg977//eOTcE4H0APgl68PgqgA+cysMAEB4IAo6D/YMa1ygMZTfXCtic1jZx4WlvJsZlWY0yEys4bn9jR2ls966f3wIAuG+EanFUpN4ZtT28n+L1W9nV5aXnaxzxY+xQ8ootFPtpvb4jNpnZFcue5sr4cEuOQT/HNFcb/+9dHGP9wrXEAs0Yhi3DTFV8klxk+rzG37fXKYt1MjxRVcBidUOpGcHgLDN5KbomOVMXQFhPGTPL8ZZTDQRCLskmlm2SIRZlxoosYn09ZRh0gWy3sE+AVjGW67esRhUQiRsXR5rq5OIiIEX5smrQ3hGeC2njKc5dFtemGsPmC4amaaMH+kxMOdcYOJ+dYSrMuM7mY0X7tiqAqGBSWXfM1KRomiXGMFdH819yagBgPk1MbB8rA9Z7foD7J2pM34SqHOvZmUcUMusss5KZzQFeI02GzZf9y2GS5vwaOb+grV0cVaxaR21reX3b690/WawOnt+m60kuryzFOnsdJHcmUfqVJvNEzsvYsGMsUgvovGZmS9Wp1gpzHGaNRR10ZRT2NH8uC1UFRC0rLFg/dF68L/6/VSrdLI17IbUwXh1RLQrHDHzukduiptjkKJ1DC1XiTZjY/HxG8nFofrqcyTti1zbJm7Aq60LVbSahtTpSfeRc5CtK7/WiukTqS8xcI3EQklwCkwcRKQvM2Ofjeo9L5kgVma2l74bMuKojhTp+j+PvC+c8S9u4yniMVQdMGOc1+aOKFYnBI1FbbHoUANDbrmT48ozcBPkc5pXwPZgjxr65kt3wzByKzIjGuQ5KQVWZZXG+x+Sni44LAGAXJF9TDwBIXXh91DT9P/9IXT+f3InyQ71RW/dOKnQb23wlAGAo3RK1SU2csQXKOwDU8D1QvmO9V+Uqvrhb7VMG7/2j8ZZN8KP74RpWn3jb0f1wlc0oTPU/dsINl65vfwrgTxf5mR4Ab1jE9l8A8IXFHMMiPBAEBAQEBAQEBASc8SgM7mrFVH+/q1tZlMBu4Qt55I89BMwOt5Td4CxFyCF4huNEOQTilgNovOsjE/Tob6v3XrNSqsUSiyNxt4CyKjXZUQDAWKI+arvxIXJFeM+VJ35SB4DUBW+J/l511UsBALs/9fKS7XawW8nEPCkTzcbtQGKZJc56sMgxgXpqWcWHOT76+g3kPPGebzwUtXVxzPMY5zO8/VJlw2TJdDjqyy1D2oer2+nvAzPUlw2tpYzZUkJi3bsrCiVt88yoZfncrUoibLyMi1VXJYZc7g1WMVioHVh2V9hW+Zxt++mB0aLPvXCtxuQWeZ2jmLFP8D4kB8Qyq/JnkuO6LYMozKZsY89BuiVx41NImc+V3g8bK4q/VCxL28OM9mo3CgAYSqnqM8B5AsKcW4/vEfbwX99IDHy2jEIgjjkSKw4ALGBE59eZUvVgnp2m5Li3H9KY36tWELv3jUfI0eacVmUlxa1HztP2pX/KxGZD83MAoK2K+idzyHrdx+bp3uL4dTipDLWobakyNKPUohBct0o/1zFO5hnx7q3UtzF1bqmLUz/nY6miPgHKyg/zmBuhLKr7oXkoVslghSCm90nJBfDMbI+bkHepJzDLPFumoPfQKAcAsu5K1bqkZN+Y2PUojp5/2FhFImLT2cM/Pq6scIzZ6oidN05VC5l3ezyJxXezpAKPZFqjNlkb5Ry75kdpXsn1zlfr7yxxcZOuNyZ0TmX5eqWZ4be5AOK4E1XrTZbG4cvxfFy/k+L9VHPGz9EYxKr0Hiyx/TKu+SNauDW29iLa5wjF5ueHjMvQjM41QXI9bV+orKddpnVcBgo0T5oTdPKxXbdon+VHagcp6N4oJjJP4v00113KXDcej5HaVQCK76/Vh+k7fm7HnQCAzFZVRUZbtwDQCuYWUrNE8+h0Lsi95fAczaEVKWOGIxXrmzpPqxwCQXzZRR4ugXhr+ZpB+f6HAV9A/uj206nm8tOOoBAEBAQEBAQEBAQ8I1DovbcKmcapWONauERxOK3PzaEwvAeYHTlp5d6zDUEheIajnEKw6xixyhvbjs9ef+NhZZvE+WPfMLExL1yn1TmF6WrmeGcby7kvRizRUrLk/3oXVTzd1kksV3OFPtP+ZD/FlT6Xq9JaZlc82m87rPkP1z1GeTkVL/3dkuM899O3Ff3/vdeti/6WWgvCsl5bqU4QY7UUs3tXDx3nhRvbSvb90z2Ue/CctU9crZybouNIJWVxqQCKKwUDxYyssMDzZdQDgagpMZg2X8xiDpmYa3GqkFuKjT8+xi5Uso113RDmXBhZy+ZHCoYc3vRP2Gph4K3KIaqD7MqOhZxqGRMk0yfj2y5VPOdoftkxrgadl9TDmMjo2pC6A8K62boYdxwm9v6lG0hRSE1rLDPYdURY2rlazaFJTzBrKSqOYSXz/Lew+j/eq/uU2OCBaepvR42Ov4xNdz19P/ZMqDvO5V20dsXRp9GoABVcJ0QYcTvGUvFZrm3BfM+IgiFuUoPTGjcuapbkaYjTCQB0xWg8Uo06HgJx1DoyRfvMFFXCZoclvh5W4ZEYalET7deh1GMQ9yBAGVyXLWVbF8KbHyISp59P0hhb1UfWkohTc2ZiVnFM+USuNL8mkz9+H8Q9Rxj0on5J3D73SVx8AM0JE8bdJ/U3U1RFWO4Bprr5KOdL1Bf4/hor5RoLnHsVmxnRN2U7X0Ydyc0XnYu3Soa8J8qAbXv0DnrtpHu279EQ8Vgdrbf8CCka3jD/oiSIGlAY1Tox2RHqc3rVBj0fztOIXft6AEB8XBUFF1Ug5zGeK70OLsH5UW26T6niLI5MMVPVOXJi4n0WalS9gbgzsfpga5DUct6ROCsNGaJ/OlLraF71T6nkdUGSPjdeTfULqnOaHyVKS6a24bRUCAAgseJq7+dGEV92cdH7+Z674CoakTt4S1AHFiAoBAEBAQEBAQEBAc8Y5A/flnCVzTk/PwnHBR393AT81DEUBnaE375lEBSCZzjKKQRSxVNyAgCN/+1sOL5Lzo33kevCKzYpCxpjtqJvjhm9lMaASmy2sA8JKGOcOkrx+o/VbgZQXkWYHyHGZchpvHNjkvZx3yD1XbzQAXUXElcEGwstfbDMYUWBWRyOh7Q+1xKXO8be/ff1KZN0eIzG72UbieGfM0y4sJF/9ENipT7zqvNLzmspMTdJDNI499OytHL20idXKGUlJWY36/T+aOOogWK2XBh3Gdr+ab3e4q4ijjlWvZE9DDET227yUCR2eo6rsVq3GmH9RcHIl1EyBFYBOVEOgUDYMXt+UmU2ZXMOYsU5FbYibw1XS55menfHgLK2Hey4JX1ZVl1a3VMYdBtTnub3pFaDbVuW4fPidZdL67qR7YTttqrP8AytlwMjM3ye1pe+eGyypu0CrpzdP0XHW2WqA6+sSxV9zlZiPsYqhah0DTG914hPvygFNq8nut5Rbou9Dij6nO133QLnJ3u5a1ihsf0TVC5wpjJTIVIBxOEHMGpBGUvDgsR/T1MehL2fSLx+row6JWtW3rJTXNaCKCxJr+stH+M1X6CxtQy6rO8YK4cwsfnWDQcoVjI8n2tMqgTPqaIqVYRFIbO5P6LW1bEzjR1HWVNSv0WULzoQ50YI650q8/3DKoDLqZIk3v2S0yG1GOjvUdrXwCH6eJMqSn6aGXj268/1HtDzmyIGPNHaxSdlHLU4n8BPKUuePv8qAMDB5q0AgE5TakLqJMRHy+RGjJJCHGsg9dheN1EGJK/AVm6OPs+5FLZKtsyv+AS59tkcDhnj2/to/C7r1O/Tu4/SNRGV7qWz+lshu+X51HdRWac1v2dfln5gb2qvO20VAgBIrLneF0b2IrGScipyB25GrGktcnt+GNSBMjhNzaMCAgICAgICAgICHh9ye3/okJuFnx5EYXoQyM+Fh4ETIMgmZyH2j7JDgKFxhCh7qJcYlHM76ko+97oLukr3xUz9sjQzzcbp5RcHicF4TjfvyzBf853EnNcyGy0xwIDGy9YyW9RolAWJldyWovhod+RQ1BSxPuvIb1niYQFThdLGy2aJlRqvJKamZl4ZF2HR6pihsdVUxZVIIFWCAWBrehQA8NEXUq2Tmx4biNpmmSl+yabSvILFIHdkR/R3vmkNveZLY6BFFZE4/FTcMLGsFgiTNRNXplli3oURt44t6QUVn63rjFTfPbeZY+CNp/g9Q3S8ujSNo2X685DcAfq/zVkQ8UWOkiiTXyDuJzM5o4As2D5mBkZOR9hhyybXlnG+EebdRe5LZj7yfqtA8/LSJtP3VDGDO2CUl5qoamih6BwAQGzom3gpjcyb3A9mDuMZdgcxeQmiiElcvB0rOVdhydc0aA6BOA/dyTkH69qUQfy1LTTXq3hOWFa+lx2WWiqlOrD2RVQ62d7eF+QvqTicNrLWwlyWYgV7Ye0MOxckX6O0GutC56hUmePJWBXlBkjNAZtCIzkE+VJnq0JBXLmY0S6qusvHES9+wwrnos+xiomc+RjPUf6/qAIWUi05ZuoJiNtSivsSm9P7q7DVfkGyJaB5AuJKZKvoiuKRL+PEJctGxtpWka7nuR6NXVxzMqKKw8L+V+j3jsTh+xjv3FYCZkZclIH4pOZxCePuc6ycTGscvrDlyFJboqVTj9dF99IC52VlD6kDUX6GcgAqzr1M32ujHIX2DI3/vJkolePE1OcOPkL7Tup1iy9bW9TPfIN+r8ZHyeEoJnPHnPNoJdUeqeNztflDoho4vkb23jvsaT1f0ckq1f/8bdR2xfPfBAC41fP3You68sh9S9TjXEbVilXpYvex0xl+omdr3vv7AQ8/2fvkSvZnOIJCEBAQEBAQEBAQ8IyD9/4BpCqBVDW89w8+3f05nRFyCJ7hcM4NgEpiPxloBjB40q0CziSEa/rMQriezzyEa/rMw5l6TVd670Nxr2cIwgNBwOOGc2776ZxQFLB4hGv6zEK4ns88hGv6zEO4pgGnA0LIUEBAQEBAQEBAQMBZjPBAEBAQEBAQEBAQEHAWIzwQBDwRfPbp7kDAkiNc02cWwvV85iFc02cewjUNeNoRcggCAgICAgICAgICzmIEhSAgICAgICAgICDgLEZ4IAgICAgICAgICAg4ixEeCAICAgICAgICAgLOYoQHgoAiOOfe4Zz7T+fcLudc3jn3uJNMnHNvcM7d7pwbd85NOuceds59qMx2aefcnzvn9jvn5pxze51zf+ycS5bbb8DisBTX1Dn3BeecP86/Vy3YtvsE2z68dGd29uKpvqa8fVinTyKW8t5r9vm3fD0ny7SFdfok46m+ptwe1mnA40Li6e5AwGmHDwJoAnAfgCoAXY9nJ865zwP4DQBfB/CfAPIAVgFYWWbzrwB4GYDPA/glgMsB/AWAtQDe9HiOH1CEJbmmjDeUee+u42z7DQD/s+C90Sdw7ADF03FNwzp9crGU1xTOua0A3gdgEoA7waZhnT55eDquaVinAY8L4YEgYCGuBXDIe19wzn0Xj+MG5px7K4A3A3ij9/4/TrLti0A3r49779/Pb/+rc24UwO855z7rvf/FYvsQUIRr8QSvqcB7/6VFbP7gIrcPOHVci6fwmoZ1+pTgWizRNXXOxQH8C4AfAKgFcKIquGGdPnm4Fk/hNQ3rNOCJIIQMBRTBe3/Ae194vJ93zjkQK3KvPAw452r4/XJ4Hb9+YsH78v/XP96+BBCe6DW1cIRa59wp3TuccxnnXOVSHDtA8TRc07BOn2Qs5TUF8LsANgP4nVPZOKzTJwdPwzUN6zTgcSM8EAQsNTYAWAPgF865DznnhgCMAxh1zv2Tc656wfYXA+jx3h+2b/L/j3J7wOmDMf4345z7sXPu0hNs+34A0wCmnHOHOa41/ZT0MmAxOJVrGtbpGQLn3EpQiMifee8PnsJHwjo9zbGIaxrWacDjRggZClhqbODXXwOQAvARAPsBvATAOwBscM49x2tFvGUAdh5nXz14gjGXAUuGPgD/AOAeAFMAzgfwXgC3Oude5L2/yWxbAPBTAN8EcBBAC4BXA/gQgMudcy/w3uefuq4HHAeLuaZhnZ45+Azonvvxk2wX1umZg1O9pmGdBjxuhAeCZyCcc/WgL/ZTxSe998NLdPgafm0B8Dzzo+LrHDb0GwBeAIqDBIBKAHPH2dcst5/1eJqvKbz3H1jw1jedczcCuB/0ZbXObHsIwHULtv+cc+6zAH4TwGtAieZnNc6ka4qwTk8JT/c1dc69FnR/vcp7nzvRtmGdnhrOpGuKsE4DngDCA8EzE/UAPryI7b8EYKluYDP82rOAYQSAL4IeCK6FPhBMAziePJ3h9oCn95qWhff+MefcVwG8yTm33nv/6Ek+8pegHxovRvihAZxZ1zSs01NDPZ6ma+qcawTFin/uCSaOhnVajHqcOdc0rNOAx43wQPAMhPf+AE5sM/dk4gi/9pVp6+XXBvPeUQCdx9lXJ0jmPOvxNF/TE+EAvzYDONkDwWGQ/Wzzk9mhMwVn2DUN6/QU8DRf0w+DrC3/xTm31rxfAcodXwtgbmF8eRmEdWpwhl3TsE4DHjdCUnHAUuMhkEpQ7qYk8Yv95r27AXQ655bbDfn/ywBsfzI6GbBkkLCSY6ew7WoA8VPcNuDpQ7lrGtbp6Y+VoB+PdwJ4zPy7BBQq8hhUmT0Rwjo9fbDYaxrWacDjRnggCHjccM41O+c2Oufq5D3v/TSoyE27c+4VCz7yTn79vnnvy/z63gXbyv+DZP0Uotw1dc5VOecyZba9AMCvAnjEe7/XvN9UZtsYKMEcAL6z9D0POB6W4poirNPTCuWuKYC/AV27hf92guLHfxVU1Er2EdbpaYSluKYI6zTgCSCEDAUUwTl3A8htBKDKhnDO/TH/f9R7/2mz+btBkuabAXzBvP9/ATwXwI3OuU+BQhBeBIpJ/XcbC+m9/x4XbPk9vhFKZcW3AviS9/62JT3BsxBLcE3XAfiBc+6bIEZKHGneAgotePuCQ/6Lc64WwC9A4QfNAF4J4CIA3wLw30t0amctnuprGtbpk48nek299788zn7fDWCl937hugvr9EnGU31NwzoNeELw3od/4V/0D3Qj8sf5d2DBtn/K77+pzH66QWzEAID5/7+9c4+2q6ru8PeD8JCXgomx1toQJQSlFFAodFQSHgMEbS22UorExkJSHh0WFRygAuEhSAZYbQmIVBMJqAjSQBVNTDEgVhCaloItERLiY4BoSCAJIU9n/5jrwM7Ovveek5x7L+T+vjHW2PeuNddj7732Pusx59zA/wFnA9s0yO5IrkotJj0kLCJd32032Ndjawhbek+B1wMzgUfJb0qsA35OGomPbajvFGAeaUeyFlgB3Aec0XT/HV7+97Tk8XP6Mr6nvZQ7D1jZEO/ndCu7pyXNz6nDZgVFtNzBG2OMMcYYY4YatiEwxhhjjDFmCOMJgTHGGGOMMUMYTwiMMcYYY4wZwnhCYIwxxhhjzBDGEwJjjDHGGGOGMJ4QGGOMMcYYM4TxhMAYY4wxxpghjCcExhjTgKQZkvyhlkFC0jxJi/uKe6UiaYqkqIQ/6Yc6vluto9vlm8FF0nmSbpG0qNzjxV0u/1BJt0taImm1pCckfU3S9t2sx7w88ITAGNMxknaSdJakH0haKmmdpKcl3SlpoqRh/VDnqDKI2r/bZRtTZwD720eACcCCfih7ain7B/1Qthl8LgOOABYCy7pZsKQPAfcCI4DLgTOBLwOvBbr+fjeDj2+qMaYjJL0F+DYwBphL/lgsAV4HHAVMB94KfLzLVY8CLgQWA//d5bKbmAScNgD1mPY5GtAA1TWKgelvsyJicX8UHBF3AUg6Cnhnf9RhBpU3R8QiAEmPALt0o1BJbwW+QL7LJ0WEd5eGAJ4QGGPaRtKrgG8Bo4G/iIjbaiJXSDoIOKiLde4aESu6VV67RMQ6YN1A1zsUkLQtsENErOokX0Ss7acmGfOKozUZaBdJ7wA+SU4OdyUnuzcAV0TE+oro2eTE++MREZJ2BtbUZMxWhlWGjDGdcCqwN3BVw2QAgIh4ICKuaf0v6WhJNxc91xckPStpjqRx9bwtHXFJoyXdKmkpsFzSROD7RWx6RS96XiWvJJ0u6T8lrZK0QtL3JR3eUM8HJf24tOX50rabJI2oyGxiQyBprKRrJP2klL+q1DepoY6Wjvjeki6T9EtJayQ9JOm4Pq4zkoZJ+qGklZLG1tIml7Iv7qucyrWZJOn+Ut5KSQ/X80saLmmapF9IWluO0yS9tqHMtmSLCllIOkrS+ZIWAquBE0r67pKuL3rKz5c+8PYezqNHuwJJbyj6zctKObMljanJ7irp0nIdlpT78bikz0jaqdpmutjfOqVyzY6UdIGknymfnfslHVJkxkm6t5zrU5LO39J6zdZLeef8kNzZvQr4MPAj4GLgazXxY4FHgXGSHgdWAquUKqF7DVyrzUDiHQJjTCf8ZTl+sYM8E4E9yJWoXwK/S04s/l3S4RFR12/eBbib/PH6JKmKdA+pL/uJUncrz9OVfDOBvwZuJbe6dwA+AHxP0vsi4g4ASScDXyllXAC8ALyJ/BF8HfCbXs5lPHAYuUvyBLAz8H7gi5KGR8TlDXm+Qu40XAlsD5wFzJI0pjdVkYhYL+kkUl3l65IOiYjVkt4GfI7U772ol7ZWmUlei/uBTwPPAmPJ+3kBgKRXA/8BvIXUFZ4PHACcDhwh6eDWTk0nshWuBLYDrgeWAwskbQfMJneUZgL3AfuTqmjPtHlukPfhnpL/E8CewD8At0vaNyI2FLlW3/sm8FVgPTCOVG87ADimyHWtv20hnwG2BT5P9p2PAbMl/Q3wpdK2m8jJ1cWSnoiIG7tQr9mKkLQj+ZzeDxxRWem/TtJDwGcljY+IeeXZfj3Z374BXE0+D/sB5wH3SvrDiPjVgJ+I6V8iwsHBwaGtQA7SlneYZ+eGuJGk3cGdtfh5QACXNuQZX9ImNqQdX9Im1+KHAQ+Sg3eVuNvIAemwPto9I1+RfZ7LNqXdzwHbVeKnlDZ9q1V3iT+oxF/e5vV7X5G/GngV8DCwFHhTm/lPKPlnAtvU2175+9NF7oyazJkl/pLNlJ1Y4hYAO9XkJ5e0i2rxZ5X4xQ39oykuSPWGavw5Jf6YStz21XtUib+kyB7c7f7Wy31p9Y9RDWmtazYf2L4S/2clfj1wUO28ngJ+1G5fdti6AvBI/dmopP1p6TcfAobXwt4l7bIi+8by/ybv4Uq/vGKwz9eh+8EqQ8aYTtiNHEy3TUQ83/pb0i5FpWQDuVr1Rz1ku7LDdp0MrCBX3oe3AvAa4N9IA9HWVvdzwE7AuyV1ZKBaO5cdy7nsAcwhr83Yhmyfj/JrWsp4oLS1ra33SNWsa8nB9lxgX+DUiPh5m83+QDmeHRG/rZVd/f94cnekvvtzHTl5O34zZVtcG5vaDPw52ReuqsvSWT/7LfBPtbi7yvHF6xwRayNtQ1oqWbuXfjK3iPTUH+t00t+2hGtjY7uJ1k7FfaUfAS/aVvy4S3WarY99yvHL5HNbDY+WtJHl+EIl34xaOTeSz+v4/mikGVysMmSM6YTlpDFa20h6M7mifAw5YKrS5L3iNxHxbIft2qe06+leZEYCPyVVQQ4DZgHPSLob+A5wc/RhvCxpF3Jl9wTg9xpEdm+IazL8W0q672uXj5Iedv4YuD5q9hulXXUPI0vLQHEv4KmI6O3aQKrZPBg1w8FI1aUFwIGbKdvipw1xo0vbNhr8R8QaSYtovp5NPBkRq2txLZWjuk3DGaT3qLexqR1du/V10t+2hI36TkQsK3PYJxpkl9FZnzJDh9bCxzn07DHryXJcCqwiF002Ugsqz/cS2n9OzCsITwiMMZ3wCHCYpNHRhoeLMlC9h9Tx/hyp7rKCXNE9j/ShXacjzzOtqsjVrpN6kXkEICIeU7rVO7KEcaRe+0WSDouIhb2U8VXgPeTK+D3kj+d64DjSn3zTruuGhrhWm9tlP9LOAWBfScNiU68gF9byHE6q04jmiddA03Rfe2tbJ9enp2u8UTmSPkruRswhdxSeBNaStgUzaN/RRtv9bQvp6bx6O19j6jxWjs9HxNzeBCMiJD1ILpq8kZd2EJC0A6lm9Hh/NdQMHp4QGGM64ZvkD8WppMFlXxwJvAH424iYXk2QdGmHdfc2qH2M9J5xX0Ss7LOgiDXAnSW0PHB8m1yJP7Mpj6TXkJOBmRFxWi3tqDbav1lI2g34OqmKczW523IRaXDd4gbSyLjKQ+W4AHivpJF97BIsAvauTzaUH5kbw8ar1Z3I9sZC4GhJu1V3CcrAY0+6/LEl8iNdi4Fjq+pSkt7VINu1/mbMIDMb+DVwrqSbI2JpNVHpTnpYZYd0JvmeP500zm8xmTRyv7P/m2wGGtsQGGM64V/IAebZkt7bJCDp7UUtA15ayVRN5mja19du0Rp47dGQdgP5Pmvy8oOkkZW/hzeIzO+l7BY9ncvvkBOk/uI64PeBkyPiMuAW8of9RfeWEbEoIubWQmswfVM5TpW00Tu/ZkMxi/wqaf1cJpX4f91M2d64nRxgfKwWfzppk9FtNpAD/equwTDg3AbZrvQ3Y/oLSRMkfUrSp8jn7tWt/yVNaMkV26cPkl7UFki6QumG+BxJXyJ3yqqufqeT9iofVrpjPk3SNOAfgZ+wqb2O2QrwDoExpm0iYpWk95Cr6bMkzQG+R+prjyDVVI4BppYs95J6qFdJGkW6Hd2fXKl9GPiDDqr/X1Ld6AxJq0jXmb+OiLsi4lZJ04G/l3Qg6dlnCbnlfSjpHnN0KWeOpOdIlZ9fkHYNE3nJE09P576inO/Jkl4AHiAH6n9H6nR3XX9b0inAiaQHkJaR7GTgYOBGSftFRK/uOSPiFkk3kwOCvSTdQa68jyHv1b5FdCrpQnVauYb/RbriPIWcBE6tFNuJbG9ML+dzgaQ9Sb/oB5SyF9L936hbyUH8dyTdRk46TqL5A3Td6m/G9BenkCqPVS4px7upvM8iYrbyo5HnkkbxI8j3wELgs8D/VGQ3SDoWOJ98/7yfVJH7AnC+d8W2UgbbzZGDg8MrL5AGZx8hB/zLyAHV0+REYQKwbUV2P+C7RW4Fqdf+Tprdes6jB9d5Jf04cjV/NTmAn1dLn0CubC0vMotJN6N/VZGZRE5ifkXqjz9FboEfXiurqX3DyV2SJ0v5D5fyJpb2jK/ITqFnt5KL621vkBkLPE9+j2FYLe3Qcs3vaPN+bUOqQs0ndflXkAOAC2tyI4BryInbunKcBgxvKLMt2aZrU0vfg/Sp/0w533nAO5r6QrtxJX5UqXdKJW5b0nblcWAN8DNy8rJPXbZb/a2Xe9Jb/+jxmpX4GQ3xm/TXdtIcHBwcIuJFv9zGGGOMGSAkTSENwQ8kd6qejZrXpi7UsRv5jYJ/Bk6MiI7c7Bpjhg62ITDGGGMGj/mkOsYh/VD2N0rZJ/ZD2caYrQjvEBhjjDEDjKTRbGxn8EBEPNflOvYn1dwAiD5cThpjhi6eEBhjjDHGGDOEscqQMcYYY4wxQxhPCIwxxhhjjBnCeEJgjDHGGGPMEMYTAmOMMcYYY4YwnhAYY4wxxhgzhPGEwBhjjDHGmCHM/wPQdcIrHZSBrQAAAABJRU5ErkJggg==\n",
"text/plain": [
"<Figure size 864x504 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"import matplotlib.pyplot as plt\n",
"from matplotlib import rcParams\n",
"\n",
"\n",
"rcParams['axes.labelsize'] = 18\n",
"rcParams['xtick.labelsize'] = 18\n",
"rcParams['ytick.labelsize'] = 18\n",
"\n",
"diff = vv_m - vv_i\n",
"\n",
"fig = plt.figure(figsize=(12, 7))\n",
"ax = fig.add_subplot(1, 1, 1)\n",
"cmap_params = plt.get_cmap('RdBu_r')\n",
"diff.plot(vmin=-200, vmax=200, cmap=cmap_params)\n",
"plt.title('MEaSURES (JUL/2013 - JUL/2014) minus ITSlive (JAN-DEC 2014)', {'fontsize':18})\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 33,
"id": "d582771f",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 864x504 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"import matplotlib.pyplot as plt\n",
"from matplotlib import rcParams\n",
"\n",
"\n",
"rcParams['axes.labelsize'] = 18\n",
"rcParams['xtick.labelsize'] = 18\n",
"rcParams['ytick.labelsize'] = 18\n",
"\n",
"diff = vv_i - vv_m\n",
"\n",
"fig = plt.figure(figsize=(12, 7))\n",
"ax = fig.add_subplot(1, 1, 1)\n",
"cmap_params = plt.get_cmap('RdBu_r')\n",
"diff.plot(vmin=-200, vmax=200, cmap=cmap_params)\n",
"plt.title('ITSlive (JAN-DEC 2014) minus MEaSURES (JUL/2013 - JUL/2014) ', {'fontsize':18})\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 31,
"id": "156cd8f9",
"metadata": {},
"outputs": [],
"source": [
"from matplotlib.offsetbox import AnchoredText\n",
"import matplotlib.gridspec as gridspec"
]
},
{
"cell_type": "code",
"execution_count": 32,
"id": "3c19da77",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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