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Basics of brain signal processing using MNE and Sklearn
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"- `Written By :` Mazi Boustani\n",
"\n",
"- `Date :` 04/10/2022\n",
"\n",
"- `Purpose :` Basics of brain signal processing using MNE and Sklearn\n"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"%matplotlib inline"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"import numpy as np\n",
"import mne\n",
"from mne.preprocessing import ICA\n",
"import matplotlib.pyplot as plt\n",
"from sklearn.cross_decomposition import CCA\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Read dataset"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Opening raw data file /Users/mazi/mne_data/MNE-sample-data/MEG/sample/sample_audvis_raw.fif...\n",
" Read a total of 3 projection items:\n",
" PCA-v1 (1 x 102) idle\n",
" PCA-v2 (1 x 102) idle\n",
" PCA-v3 (1 x 102) idle\n",
" Range : 25800 ... 192599 = 42.956 ... 320.670 secs\n",
"Ready.\n"
]
}
],
"source": [
"# download the data from MNE to local\n",
"sample_data_folder = mne.datasets.sample.data_path()\n",
"# access a fif file from local\n",
"sample_data_raw_file = os.path.join(sample_data_folder, \"MEG\", \"sample\", \"sample_audvis_raw.fif\")\n",
"# read a fif file\n",
"raw = mne.io.read_raw_fif(sample_data_raw_file)\n"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"# you can crop the data to some seconds\n",
"raw = raw.crop(tmax=50) #.load_data() brings the data into memory\n",
"\n",
"# to crop using min and max time.\n",
"# raw.crop(tmin=0, tmax=3).load_data()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Get raw data info"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<table class=\"table table-hover table-striped table-sm table-responsive small\">\n",
" <tr>\n",
" <th>Measurement date</th>\n",
" \n",
" <td>December 03, 2002 19:01:10 GMT</td>\n",
" \n",
" </tr>\n",
" <tr>\n",
" <th>Experimenter</th>\n",
" \n",
" <td>MEG</td>\n",
" \n",
" </tr>\n",
" <th>Participant</th>\n",
" \n",
" <td>Unknown</td>\n",
" \n",
" </tr>\n",
" <tr>\n",
" <th>Digitized points</th>\n",
" \n",
" <td>0 points</td>\n",
" \n",
" </tr>\n",
" <tr>\n",
" <th>Good channels</th>\n",
" <td>204 Gradiometers, 102 Magnetometers, 9 Stimulus, 60 EEG, 1 EOG</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Bad channels</th>\n",
" <td>MEG 2443, EEG 053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>EOG channels</th>\n",
" <td>EOG 061</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ECG channels</th>\n",
" <td>Not available</td>\n",
" \n",
" <tr>\n",
" <th>Sampling frequency</th>\n",
" <td>600.61 Hz</td>\n",
" </tr>\n",
" \n",
" \n",
" <tr>\n",
" <th>Highpass</th>\n",
" <td>0.10 Hz</td>\n",
" </tr>\n",
" \n",
" \n",
" <tr>\n",
" <th>Lowpass</th>\n",
" <td>172.18 Hz</td>\n",
" </tr>\n",
" \n",
" \n",
" <tr>\n",
" <th>Projections</th>\n",
" <td>PCA-v1 : off<br/>PCA-v2 : off<br/>PCA-v3 : off</td>\n",
" </tr>\n",
" \n",
"</table>"
],
"text/plain": [
"<Info | 21 non-empty values\n",
" acq_pars: ACQch001 110113 ACQch002 110112 ACQch003 110111 ACQch004 110122 ...\n",
" bads: 2 items (MEG 2443, EEG 053)\n",
" ch_names: MEG 0113, MEG 0112, MEG 0111, MEG 0122, MEG 0123, MEG 0121, MEG ...\n",
" chs: 204 Gradiometers, 102 Magnetometers, 9 Stimulus, 60 EEG, 1 EOG\n",
" custom_ref_applied: False\n",
" description: acquisition (megacq) VectorView system at NMR-MGH\n",
" dev_head_t: MEG device -> head transform\n",
" dig: 146 items (3 Cardinal, 4 HPI, 61 EEG, 78 Extra)\n",
" events: 1 item (list)\n",
" experimenter: MEG\n",
" file_id: 4 items (dict)\n",
" highpass: 0.1 Hz\n",
" hpi_meas: 1 item (list)\n",
" hpi_results: 1 item (list)\n",
" lowpass: 172.2 Hz\n",
" meas_date: 2002-12-03 19:01:10 UTC\n",
" meas_id: 4 items (dict)\n",
" nchan: 376\n",
" proj_id: 1 item (ndarray)\n",
" proj_name: test\n",
" projs: PCA-v1: off, PCA-v2: off, PCA-v3: off\n",
" sfreq: 600.6 Hz\n",
">"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# view raw data info\n",
"raw.info"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['MEG 0113', 'MEG 0112', 'MEG 0111', 'MEG 0122', 'MEG 0123', 'MEG 0121', 'MEG 0132', 'MEG 0133', 'MEG 0131', 'MEG 0143', 'MEG 0142', 'MEG 0141', 'MEG 0213', 'MEG 0212', 'MEG 0211', 'MEG 0222', 'MEG 0223', 'MEG 0221', 'MEG 0232', 'MEG 0233', 'MEG 0231', 'MEG 0243', 'MEG 0242', 'MEG 0241', 'MEG 0313', 'MEG 0312', 'MEG 0311', 'MEG 0322', 'MEG 0323', 'MEG 0321', 'MEG 0333', 'MEG 0332', 'MEG 0331', 'MEG 0343', 'MEG 0342', 'MEG 0341', 'MEG 0413', 'MEG 0412', 'MEG 0411', 'MEG 0422', 'MEG 0423', 'MEG 0421', 'MEG 0432', 'MEG 0433', 'MEG 0431', 'MEG 0443', 'MEG 0442', 'MEG 0441', 'MEG 0513', 'MEG 0512', 'MEG 0511', 'MEG 0523', 'MEG 0522', 'MEG 0521', 'MEG 0532', 'MEG 0533', 'MEG 0531', 'MEG 0542', 'MEG 0543', 'MEG 0541', 'MEG 0613', 'MEG 0612', 'MEG 0611', 'MEG 0622', 'MEG 0623', 'MEG 0621', 'MEG 0633', 'MEG 0632', 'MEG 0631', 'MEG 0642', 'MEG 0643', 'MEG 0641', 'MEG 0713', 'MEG 0712', 'MEG 0711', 'MEG 0723', 'MEG 0722', 'MEG 0721', 'MEG 0733', 'MEG 0732', 'MEG 0731', 'MEG 0743', 'MEG 0742', 'MEG 0741', 'MEG 0813', 'MEG 0812', 'MEG 0811', 'MEG 0822', 'MEG 0823', 'MEG 0821', 'MEG 0913', 'MEG 0912', 'MEG 0911', 'MEG 0923', 'MEG 0922', 'MEG 0921', 'MEG 0932', 'MEG 0933', 'MEG 0931', 'MEG 0942', 'MEG 0943', 'MEG 0941', 'MEG 1013', 'MEG 1012', 'MEG 1011', 'MEG 1023', 'MEG 1022', 'MEG 1021', 'MEG 1032', 'MEG 1033', 'MEG 1031', 'MEG 1043', 'MEG 1042', 'MEG 1041', 'MEG 1112', 'MEG 1113', 'MEG 1111', 'MEG 1123', 'MEG 1122', 'MEG 1121', 'MEG 1133', 'MEG 1132', 'MEG 1131', 'MEG 1142', 'MEG 1143', 'MEG 1141', 'MEG 1213', 'MEG 1212', 'MEG 1211', 'MEG 1223', 'MEG 1222', 'MEG 1221', 'MEG 1232', 'MEG 1233', 'MEG 1231', 'MEG 1243', 'MEG 1242', 'MEG 1241', 'MEG 1312', 'MEG 1313', 'MEG 1311', 'MEG 1323', 'MEG 1322', 'MEG 1321', 'MEG 1333', 'MEG 1332', 'MEG 1331', 'MEG 1342', 'MEG 1343', 'MEG 1341', 'MEG 1412', 'MEG 1413', 'MEG 1411', 'MEG 1423', 'MEG 1422', 'MEG 1421', 'MEG 1433', 'MEG 1432', 'MEG 1431', 'MEG 1442', 'MEG 1443', 'MEG 1441', 'MEG 1512', 'MEG 1513', 'MEG 1511', 'MEG 1522', 'MEG 1523', 'MEG 1521', 'MEG 1533', 'MEG 1532', 'MEG 1531', 'MEG 1543', 'MEG 1542', 'MEG 1541', 'MEG 1613', 'MEG 1612', 'MEG 1611', 'MEG 1622', 'MEG 1623', 'MEG 1621', 'MEG 1632', 'MEG 1633', 'MEG 1631', 'MEG 1643', 'MEG 1642', 'MEG 1641', 'MEG 1713', 'MEG 1712', 'MEG 1711', 'MEG 1722', 'MEG 1723', 'MEG 1721', 'MEG 1732', 'MEG 1733', 'MEG 1731', 'MEG 1743', 'MEG 1742', 'MEG 1741', 'MEG 1813', 'MEG 1812', 'MEG 1811', 'MEG 1822', 'MEG 1823', 'MEG 1821', 'MEG 1832', 'MEG 1833', 'MEG 1831', 'MEG 1843', 'MEG 1842', 'MEG 1841', 'MEG 1912', 'MEG 1913', 'MEG 1911', 'MEG 1923', 'MEG 1922', 'MEG 1921', 'MEG 1932', 'MEG 1933', 'MEG 1931', 'MEG 1943', 'MEG 1942', 'MEG 1941', 'MEG 2013', 'MEG 2012', 'MEG 2011', 'MEG 2023', 'MEG 2022', 'MEG 2021', 'MEG 2032', 'MEG 2033', 'MEG 2031', 'MEG 2042', 'MEG 2043', 'MEG 2041', 'MEG 2113', 'MEG 2112', 'MEG 2111', 'MEG 2122', 'MEG 2123', 'MEG 2121', 'MEG 2133', 'MEG 2132', 'MEG 2131', 'MEG 2143', 'MEG 2142', 'MEG 2141', 'MEG 2212', 'MEG 2213', 'MEG 2211', 'MEG 2223', 'MEG 2222', 'MEG 2221', 'MEG 2233', 'MEG 2232', 'MEG 2231', 'MEG 2242', 'MEG 2243', 'MEG 2241', 'MEG 2312', 'MEG 2313', 'MEG 2311', 'MEG 2323', 'MEG 2322', 'MEG 2321', 'MEG 2332', 'MEG 2333', 'MEG 2331', 'MEG 2343', 'MEG 2342', 'MEG 2341', 'MEG 2412', 'MEG 2413', 'MEG 2411', 'MEG 2423', 'MEG 2422', 'MEG 2421', 'MEG 2433', 'MEG 2432', 'MEG 2431', 'MEG 2442', 'MEG 2443', 'MEG 2441', 'MEG 2512', 'MEG 2513', 'MEG 2511', 'MEG 2522', 'MEG 2523', 'MEG 2521', 'MEG 2533', 'MEG 2532', 'MEG 2531', 'MEG 2543', 'MEG 2542', 'MEG 2541', 'MEG 2612', 'MEG 2613', 'MEG 2611', 'MEG 2623', 'MEG 2622', 'MEG 2621', 'MEG 2633', 'MEG 2632', 'MEG 2631', 'MEG 2642', 'MEG 2643', 'MEG 2641', 'STI 001', 'STI 002', 'STI 003', 'STI 004', 'STI 005', 'STI 006', 'STI 014', 'STI 015', 'STI 016', 'EEG 001', 'EEG 002', 'EEG 003', 'EEG 004', 'EEG 005', 'EEG 006', 'EEG 007', 'EEG 008', 'EEG 009', 'EEG 010', 'EEG 011', 'EEG 012', 'EEG 013', 'EEG 014', 'EEG 015', 'EEG 016', 'EEG 017', 'EEG 018', 'EEG 019', 'EEG 020', 'EEG 021', 'EEG 022', 'EEG 023', 'EEG 024', 'EEG 025', 'EEG 026', 'EEG 027', 'EEG 028', 'EEG 029', 'EEG 030', 'EEG 031', 'EEG 032', 'EEG 033', 'EEG 034', 'EEG 035', 'EEG 036', 'EEG 037', 'EEG 038', 'EEG 039', 'EEG 040', 'EEG 041', 'EEG 042', 'EEG 043', 'EEG 044', 'EEG 045', 'EEG 046', 'EEG 047', 'EEG 048', 'EEG 049', 'EEG 050', 'EEG 051', 'EEG 052', 'EEG 053', 'EEG 054', 'EEG 055', 'EEG 056', 'EEG 057', 'EEG 058', 'EEG 059', 'EEG 060', 'EOG 061']\n",
"Number of channels: 376\n"
]
}
],
"source": [
"# get channels name and number of channels\n",
"print(raw.info['ch_names'])\n",
"print(\"Number of channels: \", raw.info['nchan'])\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Plotting and Visualization\n",
"To visualize signals and Power spectral density."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"__Channels__ refer to MEG sensors, EEG electrodes or other sensors such as EOG, ECG, sEEG, ECoG, etc. Channels usually have a type (such as gradiometer), and a unit (such as T/m) used e.g. for plotting. "
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Using matplotlib as 2D backend.\n",
"Opening raw-browser...\n"
]
},
{
"data": {
"image/png": 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xe8wYoGpV6zNpaSzUZmTwe9euZaFy8GDglVeUH0A+/t8iEQU0AJ0CaA1ACVnX12ddz8+6vh+g8S7PxQP0N0A3aXaNALrfxW0DgP4AKA6gcwDaClB01r2WADUFaJ3tmfMAqgfQUoCaa/ZFAYrJOq8M0EG59jKfNBtInzQbSLLIr2xZ+v+5bkaO5OP11/Px5Zf52KABUZ067s/YTcWKRJ06EXXr5u3G5yO6916id94hGj6c6L33QvPbzcyezccHH1R2RETvvstHuU5N5fN69YjuvJOoeXOiFSusft1xBwVE/LIzfLj1XlIS0Ycf8nl6OlGJEkQLFvA333IL0Rtv8P0lS4jef1/FubwDIKpWjY8PP2z9nmCMHs3xT0T00UdEJ0/yec+eHN86F1+swj18OBvhsceIzj+fKDaWr1evJrrwQjYSxnfeIXrgAT5/7z1nWKZOtabJRRep9J8wQbmTb7v0Umf6btjgnfbvvkv0wQdEW7dy2N95R4UrUJ555BHrNRE/07Ej0aJFfF2lCt+7887Q4t7ns+aB557j6yVLrO7Er2ef5fsLFqh7Ep65c93D3bq1Oo+P5+OYMfzs3r18vWuX8k/S127mzbO+DyA6fJioRw+nWyJ+7/HjKlyST+rVC6+s/vKLNS4SEqzXzZqxu6JFlV1mJtslJqr3rVrF8fjrr3ydkEAUE2P9Ji+GDbPm84QEFXejRhGdOMHnbds6w1+0aGjfOXUq0Zw5fF6sGNF33xG1asVhlvJiT0+AaOZMa1778UdVJ4upWJHTeNIkohdf5LrmpZecYejVyz1sMTF8/PdfZRcVRZSRwWW+fn2iJ57guJb8oOPm50MPEXXoYI17gKhNm8Dx9MYbRJUqcXpUrKjshw4NL1+JOXTIen3gAB9fe82Zp+3fMmcOUfv23I40bWq9d+ut7P6HH4gWL7bmH/YHiUSe8kVmdr7FpRy6+p/1GSEJOaMAui3reipAAxFcyOkO0IfB/M9yOxigwdr1IoAu065rwibkaPcsQo7t3jkAHUCIQs7tt3OMyNHL1KwZWsRXrsyNXnS0sjt6lKhLF6J77vF+LjaWM8r48cru7bfV+eOPq/OnnuLjvHmBwzJggDovUoSP6el83LSJK0m5f8cdfGzVyumPhKN3b87AR44Q/fUX0fbtbD9qFNHddxN9+ilRSgq7efZZotKlifbs4euDB/+fMenoUffwVqtGVL68aqwAooYN3d3u36/8I2IhdfduckUa11GjuMJat04KItHEiXy8/36i6dOV/5mZViHnt99Uow0QtWtHVLw4Ua1agdNg61YVDl0YkrDr1+ecw3aNG/P1r7+qRm7KFCWIZGSocANENWpY/ZkwgWjfPiVo6qZcOT5+9x1XVF7h1sM6b54Kh25+/VV92/LlfExMJEpL43MpA0RcEerPNmnC9idP8nWzZiq8ixezf4cPK/e6cKg3rGefzUKsPWxjxnBjLde1arFQ37y5syEFiL74wpk+XkaEvRkziJYuJerblwUFe3raTe/e7kLBn39yesj1vn0qXnV3p0+z3ZQpfN21q9OvJ5+0XutC2mefsd9SfgWJ9wsuUPWDXg8FEqrDMRdcYE2fUJ4pU4aPkr/uv9+9Lt62jYX7yy7jeu+VV8IP3733Wq9nzLBex8aq861bOe2PHQvN70qVnHYlS3KesNsvWsTH7t2D+1u/vhIeH31U2b/+Oh9FWA1m3Mr3559zfAJWgUtMUhKH9eefiYYM4Q7bjh1SrwQUcnIlP3n5n1VsQhJyLgDoU7B2Zg1ArWAVcg5l2YtJAOg1gB4L5n+WH+MB6qpdT0aWUJV1HZaQA9AlAK3PCnvHYO8XIWfSJKLnnycaNCh4pE6e7H0vI0Mdxcg9v9/q1q1X2q4dVzZSyQAsDKSl/T9BqV491h4Qsf9yr2tXoqeftvrXvz8f77vPan/llXy87bbA31q1qrt99+5c0QDuQtu2bdbK+cUX+fqaa9R3BGpcQzVSiO+9V71v5EiOM9HUlC9PNGsWN0D6sytXKi2WpOkll1gr9pQUq5Ajvb3smMRE7qHZ7U+dctotWGC9btJExds//6hzewNYrJg6f+QRouRkdyFHeoRE3Cv2CrMu0H38sbe7DRu4gtPzebt21t75yZOqsbJ//x9/qGsJ7w8/ON2++y4fly1jYToqisvsiBHO8uVl9IbVXmkXL67yazhp++OPLJQNG2Zt8HRtQ6lS6ntF4NbNeedZ64RXXnFP48WLQ/9W3Vx9tTp/4w3W0PXowWVlzRrWqoomWxf0z6TRhTwvQ0R07bXu99avZy3tCy9YNSjhatZCNdLhCNbR9DI33MB1tN5OiFm2jOsbKVe6SUsjuukmok8+4evUVI6XZ5+15hc537kz+9/45ptOu3POsV5PnMhaRKkfa9cWIbQAaHKyjokAdQNrdexCjpsmxyLkAPQ5QOsAmuPiNleFHO3eeQCtACjeeQ8PAkgEkChCzq+/cg9/0CCim29WESiaHV0Y8GoUXn9dZSode4azX0+bpuzOP5+FBt1tcrLV36pVOdMKUuFlZjpVuK++6v5uMVL4H3rI/b592CpUs2MHv/Phh/n6hResYXDrueTUSDxERfHxuuvUsGLZsiyYSSMGsApWBJ9Jk5S9HhfHjnGDZBc8QzFVq3LvXq5nz+bhsux8mwibRNxItmun0n/5cr63bp3SlOl5zE3IOXqUVdZErA2bMoXzmYRv8ODA4dm3z3rdrp06l/AA1l5vsG8TI2mi+/PDD1yhjx3L16IlGj2aNZr2smY3ujZTN17DBrqgq5uePa3lVYz0ZIcPJzr3XGV//LjSXskQQUYGh9VtKOW669T5qFE8dCvP6UbXaOlxFCieX3+dqFEjPj/nHKsgt3IllwHR1oqWysusXs3HDRtULx9QZS+7Rk9zL6NrcOydjoULuUMjQ2sAa81E4yudPl3gE1O7dvjhveQSPn72mbKrUIHr5379lF3HjqqToGuKOnTgoSQiLkO6hu/PPzmNRGOvGyLWxOmdXx0R8KRM6GERU7589tPJTYu2fr2b28gKOeGsrpoL4BUAM0N0vx5AU7kgQkcA9wMo6+J2D4Bq2nXVLLscQYSNAE4BcEwfJaKJRNSciP4/ablsWWVkBcR33/ESxb17rdtru23SVK8eTygDgG+/td779lu1/b74rW/Wd+ed6pk//7T+uOzbb52TCitV4v8pCTJhMCqKlxXLioAKFXiSabVq8EQmcXotP73oIqB7d++tx72QSYEVKvBxwQLrX9MnTFDnrVqF7mfdut73u3Xjo0wiTkvjzfgAnsy4Y4d1yenXX/NSyHLlrLuk6qtF3niDJ+utWhXaj0a//ZbjcuhQnnhZpYpaxdG5swqbvsUAwKskAv33RZ8UWayY2h9GngV4M0iJb30ivKz4+vxzdV26NFCxIl+fdRbHXXw8r/QBON29uPFG9ayg78t0+rRarh7K8nv7SqYRI3iisv5slSpAnToqD8mS4LvuAh54QLlzy6dlynj//kLfcVZfCt2yJb9PL8v//MPhatpU2cmPc5cu5fgrWpQnrNapA1x1Fa9+u+Ya/r2GxJmsUBowgCep//QTX19yiTVdFyzgXZ1lczjZOA6wTgoXzj7b/RuLF+fjoUNqb5Pt2627Zm/fznEs5SPQTueVK/P+NXXqAOedpyYO9+rFq3uSkngTRH0/LzuzZjn3IRJiYoB33+V6Qf+vWpMmfNRXMNpXAF53HT9fooRauVqjBtfrV17J9uPG8SILIuuzr71mXeb+xhvOsMnkbfsihltvVefHj/OigldfVXZz5nDYGjdWew3Nn8+TueUXJ3Pn8gRh2dywRAmuc9LSOPzvvMP2sldTmTJ8397eALwKddgw67cB3BbIBONAdXqzZjxR2YupU7lMydYlAOd/WRwBcBxEnEASUJakJZqcqgA9mnXeCsE1OQkAbYF14nFLgJa6uG0I68TjbciaeJx1vyZC1ORkPS8Tj2sAtBeg8oG+UTQ5x4+zJsDvV9KvHekBSK/A71fzDeQ5L/T7r76qrjMzrfYAa1fcwvDqq06/9LDJPb+fhxlefpnHk2+/XT3fsKH7pMvhw3kIQyYzAjwcQMQ9Chkftht9zpFuqlTh3svw4d69uz59+CjzgOQ5iU/RzCQlqXjy+9nfWbN44itAdOON7v7b5/G0akU0f77T3b33WudtANbeuH1+A6DSUB/DLlGCwzh9Og996ulhf97eO3v6aXeVtW4C5THJG3L+1ls874ZIDSfu2uWer73ykv7udevU+fjxfP/zzwOHN5CR4Tcvs2gRT/aU6wMHOB8Czkm5Ova4vvlmlY+LFuU5FHLvuutU+kRHW7VTqakqvufOZe2ejkx+1zU+69ap6/r1WTOgh0s/6uhlLpDZtk2dy3AzwEN1r77Kc9Hs+f+SS4i++kqVYS/N1WOPEX3zjZoAr5vnnlP5XK8j5bh/P5fB3buV3UsvcbmROTHjxlnnO86Zw3FoX1gh2qiMDGtdDPDQsT1smzbxt+ua4S+/tOZl8efnn9WcHv0+wJoJSecJE9hO5gy+9x5rpCXf6+G0D3dKnSSUKMHaYLc8On8+a5Pt+UA0fCkprAF/4AF+Ru4Ha2vsiPZOTz+5/uorvn73XaK6dVU++/hjNRSm13lyrqf/jh1sJ/Mun3+er1lrFtk5OSFrcoiwmwhevzi7w7aEvAURkgF0ANDL58M2nw/LATwD4AUXv9cD+ATABgALAfQhQiYA+HyYCWA5gHo+H3b7fOieZd/R58NuAJcB+Mrng/QjrwDwh8+HNQA+B9CbCCFtaVayZPAdP2fNYs2I9Kx8PrXcMViPVb+v91J1rYEss/Xag0fuu71L9kWQbyhblndRTk7mnj/AvQSfT2mB9CWMGRn8bfq7pcfZqBFw7bXOd3bubN0Zt6ymp9u7V2kOvPa6eOstPurvlH0v9LTQw+XzcU/N5+NND6+4gsPhxvr1rOWoV4+vT5/mYmHnmmucy1T1/Tb0XpogaShhrFyZl50CHL+iffPKU2778gTblTVQHtOXaPfrx3uOyE6msnw3JztP670+CWeYG38BUJqmH3/kHVnte4VIPo6Otv4OQ3q1gNLOueHz8X43+/bxtd+vnktK4s3N9O+Q9DlyhMu19HhjY1V833ij6kXrzwLcmxbi49Xy/qQkpc2ScOlHHXt591qKW7EiaxUB1v6IuyFDOM31584+m8P4zjusVZEyLMuZ69e3+p2Wxt9sL6tJSazxmTGDNTd6fpbjWWdxOp59trJr0IC1gbK8/5FHuB6SeJQ/bPfowfWUIHlV0kZH8q/8H6lOHT7266eWNAPOX02IP5dfrrSeOoMGcfzIsnNJ29Kl+dijB4dXr+vkXHYnFh5+2HqdkeHUAHuV46gozv9S98TF8d5Isu2IXgeGg74Xm6SfaI/k+sEHlfa9Zk3eC8i+rYZex+jhkHSR/Cf1Tps2QYMW+X1yiFDcxW4pETpknX9AhApEaKyZZVn3/iJCeyLUIsJlRLiWCIs93jOSCLWJUI8ICzT7u4hQmQixRKhKhMlZ9p9nXccR4Swi3luHCNOI0DArHE2J8EW2Yga834ad665z/mQt2I6c2UEyj1sYvNDVhADv51CsGDfssslWqVKsQpRrUfm3aeP8x9SNNzorX3sjPFMbvHz6aeuW7/p3BNvQS68EdBWvYA/H889zmBs35koz0CZnRYuqXaVXrnTfqEzfQVfQ97YIFH4Z5vP5VKVYvHjwbw7lZ4WAdVgyHBISlHArlCkT2nsl3+n5T/+eQBthBkPyUPHivO/Iueda78vQyqlTTlW4vDfYBplly6p00Xe7bdzY2kDo3yGdHBGCgjUkU6Y43ZUqpYaUYmN5KCc7eP2yIz5e5TFADd3Jd+hCbJkyPKQgAr7w1lu894y9HBw6xGHWh2EmTeJ8FBvLcXjBBaF/ww03ODfN0+sXXWiQYcISJQIPkwLAr7+qOP/kE1XnJCSoX0DY/zkWiOXLOR++9BIPZ/n9HJ/2ulf/AWzr1uzO/iPQ2Fir0AsE/kHxFVc4fxwqO9+LgBDsR7WhoOcZQcqQ3umTtkzi1+3XLsuXO+NG6gb7bx1C+e9YXmN2PA6Am8RfqpSquN59N+/eLZnMLQyhMm4cZ7r0dKVh6dULeOgh1fg9+CAfe/TgXrn8TDAhgXskMgYu6ELOu++q66JFebOqokVZOBIk0weay9K/P8/5AVSjpsctkbPBqVePv6lECZ6HEuifKUuWWCtnKbj33afsgjXagcJfqhSP77/8slXICUVrEkoeuu224G7ckPkhgEqn2Fgeaw+G5LtLL+Xds4sVs8ZBKHOTvHj9davgZp8LJj15eyPs86kern0TNS/efZcbGEkL2cRNNIhumrOyZUP7X5LEI5Hyp3x5NT+oRYvw6whp4L3ysx7eiy5y/sE6IUFtXjhyJO8+a/erUSPWXOodg/HjeaPBmBguW5I++ly5WrXUfK3scs89ar6g328VCO66i++VLOkMswiUAM9HkUa1SRNrOZP01fNOsF2eJa+fdx6XZdFmib08rwtl8oNlqZdq1+Z5WmvW8DwkPd29flD87rv8PtmhWCcjg7VOQPY7OToSzhYtlJ0IN3bNth52iUe9frz0Ume7JOmRF/8ozDGBxrL+K0bm5OSEPn1y9LgFgMdQc4v0dLUShYjHUZOTVZgBXi2ik5Tk7pesZJD9ZYjYn6Qk5e/dd1vHS597zjpuHRPDSx8BXvEiAM7N4UJFny/iNudAvgnguTyAdVmkvD8+Xq2SOPts/h6A9xLR9/aQ1W5EvCfHb79Zw7NhAy9J17GHqUULq/3TT1vD+dJLPCYvK7280sSLhQt5zgyRWs2RXfr147AsWcL+rFql7sm8Kt3Exanznj1V+PW00BG3vXuz+5gY53wAIjVnJhySk51zGI4fZ39kIzOddevcN2+0I9/z4YdqRRoRz08pX96aR0Khe3e1auvECfc9pASAN3GTcx0ph6GGX55v3JjTVV9q/M8/4X2DF/YwHjnC4dTzgR5ut7yu17Eyp8SN6GhOXyHccpOSYp0nKc8/9ZTaBqNtW57fJCtZa9RQdaCd7JS7efPURpiy1UBO/JNVTz/9pOySknh+qWx+6caHHxJ17szxESgeZRsOHdW+5PMl5P8FkxtCTm5iFyLyml27nBPjvACsFYAb9p1hX3qJaONG3hkaUJNzO3fmic7Cl1+G3zDYwwbwPjzff2/dGE9Yt44rwAULuKJ97TU1KRXg5eULF/L5bbcp+82bWZCx++dFaqp1Izc9fE8+yRMJZXNAWcI/aZLVrbBnT/aE3pUreaIlEe9n1K9f+H7YWbeOd4u1Y9+M7oor1PmoUdbn3dDjtUcPngQp+7Q0bmx9rmXLnH9HUhIve5ZtDnRSU3njtGBkZPCE+mPH1GaYRJy/JI+Hy4wZLExLGZN4eewxaxxcfbXariIndYVe1zRqRLR2rdo0bvNm7iDlBldemTv+6HiVw/Xrg9dR2WH/frXUe9s23pDx0CHuGFWt6v1cTuvyjAxVRxFlLy537uTOp50bbggs5Bw7Zt0l3ItAQmcQISfHAo4RckIw+U3IqVBB7aOR3wilge/Tx7oh4Ztvsr1sBz59Ol+vW8cbwOUWsvNv69Z8rW8WFgoAa3F27uTty4UrruCKU3aFvuSS7IVv4EB+/tlnldZG0HcMlrDkJj//bN1XKbfZsIHo99/5fMYM3hfm9dd5L5X160PzY8YMPvbowWkpGrctW/IkyLmChJlIpVl6Oq9MyQ6ys63upy4kCr/9xkJIbgJwOoomKr8j9Uik2b2bdzEuiNx1F3fqcgNZyWkn0pocj+lQhkiyZ0/wVTb5mWLFeJ+Tt9/mlSAyXis/ILzrLj42bJi77/X7gbZt1UqouXN5Xkqoc1pkdQlgHZdesoTtV6/m8XZZQRUurVrxT/DkB6g6su+FMHBg9t7hhYzv5xX6BFtJ32uuCc8PeU64/XZezUGUs7DlJfYwAzz/IpS/VLvxzDOhzQeyz8XJLc47j/eBkR9t5mf0faAiCVHOJuJHkg8/9J4UHS6ymjG/YYScfEhOJnXmB554goW0li15I6+pU3mC8913s2AT7vLHUKlcmQWchx7i67g43oxNXz4ZCK94F/vixXlVRXYrtOuu4w0gQ/lTr9tGb/8VLruMJ1v6fPyH9oJSHvTNPbNLzZrWP1sfOXLmGlAJf8mSzo3uDN5kZhbcTmlulq38Wk59lJ+7SWeI2c0HEQB0TvwPtywhMm+edfVUMM4/n/eg6NKFd/iNjbXuwmkwGAwFmeRk4OefWYtscOLz+VaR9mcB6z3kigBCBM+us9HkGMIiHAEH4C3rpSd67bX5e+jBYDAYwiUhwQg4OcCPPN7Kxgg5hjxFV7XL/hgGg8FgMJwJCuh0KYPBYDAYDIbAGCHHYDAYDAZDJMhzGcQIOQaDwWAwGCJB5H/QaTAYDAaDwVAQMUKOwWAwGAyGQokRcgwGg8FgMBRKjJBjMBgMBoMhEuS5DBKRfXJmNx90E4AmAKoB6A+gBwACcBjAFwCGAcgA8FbnxNG7sp7pBqAMAH/nxNGvZ9mVAvAagK0AqgAoAuA7AJ8BeKxz4uhXz9hHGQwGg8FgCIdCuxlgCoAKWecnAVTqnDh6wOzmg14CcALApwB2ALgTwNgsdw00N0JrsGDzPoB6AIp3Thw9f3bzQdcCWDq7+aCHAMQD+BNASwDHATQCsBLApZ0TR9+fd59oMBgMBoMhkkRquKoBgCcBLM86D2Wzfzc3awD81jlxtP3/p807J45eBaBO58TRb3ROHL0ky/59AHsAzAKwa3bzQcWyE3iDwWAwGAz5n0hpcg4AGASgPIBPAOyf3XzQEwDWAVgCHq5KA/D27OaD7gTwFYCNs5sP6gcWUjyZ3XxQNNTa+82zmw96FMDarOuMrHtyzKP/YRsMBoPBYAhCnitaCt1fyGc3H1QBQLnOiaP/CuMZ8xdyg8FgMBhymSB/Ic9ELgg6gf5CXuiEnOzQvHlzSkxMjHQwDAaDwWAoVERayDFLyA0Gg8FgMBRKjJBjMBgMBoMhEpgfdBoMBoPBYCiUmB90GgwGg8FgMGQHI+QYDAaDwWAolBghx2AwGAwGQ6HECDkGg8FgMBgigZl4bDAYDAaDoVBiJh4XdF5/HTh1KtKhMBgMBoPhv4cRcvKYMWOAEiWAhQsjHRKDwWAwGP5bGCEnj0hKAv74AyhShK9vvBE4fjyyYSospKUBe/dGOhSR4/hx4LrrgCFDgB9+CO6+ffu8D5PBkJ8gAm64IdKhMISAmZNTUKldG2jcGNi1i68zMoA33gDS0yMarELBjz8CZ58NPPFEpENy5snMBEqXBhYtAkaNAu65J/gzCxbkebAMWQwaFOkQ5IyMDBYQCjqnTgFffx3pUOScffuACRMiHYo8xczJKYjMmgXs3++0nzlTaXYM4XPqFPDqq0Dbtnz9+usRDU5EeOkl6/U//wCpqZEJi8HJmDGRDkHOGDIEmDIl0qHIObVqRToEucOkSUCfPpEORejMnBnpEDgxQk4e8PDD1utzzuHjX3+d+bDkBzIycufbjxwBnnwy5/4UZJ5+2mm3bt2ZD0des3cvsHp1wZ6037KlOr/ySnX+xRfAAw+c8eCEBBFrSs8069fnrn///hv+M3oa5ReGDeNjr17ABx8Ed6/nuUhw992Az/N/4JHBCDm5THIyULSouu7dG7jgAnd3+rEwc/AgcPXVOfcnvxWe/MJbbwV3U9CGIF58EWjaFPj220iHJHykTP/0k7L7+Wdl37EjsGYNn6elOTtFkaRIEWDq1DP/3kaNcvZ8Sor1OipAy+ZW5y5axGkUCTIzgQcfDOxm40Zg+/bg7cVPP3Geyshwv798OfDRR1a7cDVFU6cCy5bxe3IBMyenIJGeDlSqBMTHK7vx44Evv7S6O3IEqFuXz4sWdd4vbERFcUHOKR9/nHM/CiOhTGhftCjvw5GbREfzMT8PxU2c6G5fvry7O91ehM4XXgDeeSf3w2bHK6x2zvRw+r59wNy5OfenXDnrteSfzz9njaCOPX0AnsgfKaZMAd57L7CbokWBESOsHWidVauA06f5/JprgMcecy/zmzYBixdb7cKd87N8OdC9OzB0KF+vWQOsWBGeHxpmTs6Z5tdfOcNkZ4JwaipL0DExys7nswo9ALtJSeF3AcAtt2RvtdBvv4X/TCRIT8+dyjOS8x0OHgTatQvdfc+eQGJi3oSlQwfg+efV9bFjKi954c/zqiR3Ea1dOOE+cgT4+++8CY8bDz3kbp+UZNWcibukJGW3eTMPqZwpDZtXWO0MH553YcjIAF5+2Wq3YYP73Lpw6zY9bgGenA/wHCP7BGS720jjJsjby7PeSRQtTZMmym7pUq6j5P5vv7HglpFhdRcd7a7l2bQp9PAmJPD0g2XL+HruXGDevNCfP9MYIUcjJQW47DLg5pvdJw4HIy2NG3PpRTz7LB87dLC6O3wYOHGC3yU0aWIt2H4/u/HixAng0kvDD2MkSEvLnWE5iVedMzVnIzOTtwQIlc2bOY1Onsz9sIwcaVUxHzvGeWnhQuDdd92fCaS+D0ZKClfEJ0+eOWFJKvVQ3zd3Lguh/fqF/6777nPauWnHTpxQZVIXTlJSlOo+NpaPx465v0ueP30amDPHKvwPGKAaqrzi8OGc+yFxc+IEcP/9wd3/8gtrksaN486cXq/5fNa4vO8+NlI3Hj/O7vX0kPRKTuYOlPjXpQsLMMeP8xwWADh0yD1Mp0/zcykp3vVsoPo3FEL1V/K6LsjobQMA7NihziWvrVkD3Hab8lPqmpgYdf7vv+xOz7dRUSxY7t2ryte993JdKnlc4vjECWv6nDgBxMXxuQzvpadzvpfw2zv1EYeIAhr+RPpIu44B6BBA87Ou78+6XqOZBln36gI0H6CtAK0C6HuAWnq8ZzBAWwDaBFA7zX4KQAcBWmdz3xmg9QD5AWqu2bfNetefWcerg31j3bq96f77iUaMIMr6XvrrL/o/fj/Rq6+qcy/27CE66yyiBg3YD2HkSKJzzlF+n3eeOtfNzJnqmXXriKpUcb7j+++JEhOJoqP5mVdf5TDp4ZKw6gQKt9z3chPs2WBs2GCNj0BhOH6c6N13iV55RYXJ7yf65RdrXP35J1FUFJ+PGJGz8IXCiy/yu06eDO72+HF2O3Ik0ZVXBo4/uSfHbduIPvvM3W1yssqbKSkqLiRv1a7NR/v7AKJrr1V5ZcoUosOHQ8sTRERjxhANHsz+fPcdUUYG0dixQaPB4ofXtRe9evH7LrzQee/4caKJE612et4QMjOJFi4k6tZNvVfiQMKSmKie0cMWE6Ouk5KIxo9X/letSvTHH+q5QYOIRo92hgPgfCznPp/13rhxRKNGqXIMEK1daw2/ziuvWK8//5xo61Zr3eQWv5mZKqwAUVqa8xl5F0DUoQPbvfIK24ufVapwngaINm5U35GZqZ63h8HvJ/r4Y3Z32WVE3btb4/vGG4mKFlX5Vo8fv5/TQa6/+EKF8dVXifr2JXr7bVUP6PE8bJjV7o47iPr35/wAED30EB/POss978h73nzTauf3E337LdHvv1u/c+9eohkznM8PH060dKmKy1de4fD++SfRggXW/HHyJNFbbxGdPu0eH2KOHFH+i7tHH3V3u3UrH6Oi+P1NmxKVK6fuL12qzi+6iI9lyvDxppv4uGYNp9u0aXxdsqQ1fxcpQlS+vAr3oEGqzeS8h0TyaHvdwpwd4+V/VjQFFXJOgQWXhKzr67OudSFnvMtz8QD9DdBNml0jgO53cdsAoD8AigPoHLBQFJ11ryVATeEUcs4DqB5AS2EVcpoAVEV7355g31ikyF5HpP32m8qsdeqw3eTJnPBz57L9kiVc4QtxcewuPt5ZYPRM6WV69lRuP/3U6se33xKtWEF0771cCenPTZrEjdCDD7I7gOjUKeu769RxhkenRw+iZ57h54lYMPnnHz6vW5do5UpVuLyQZ+1IgzB0qLPilufWr2c3EocAh7lOHaIHHiBq21bZx8Xxc5dfruwWLw4ctmBhtLNuHdGHH6pryQPDhwd/dvt2dtuyJdFVV3nH/ebNRLffzkJNnTosQHzzDVHr1iqshw4RzZvHQonkia1b+T5A1K+fZ6Gnb7/lBs1+r1kzblwlXN9+qyrsdu04PEuWEDVvTtSlCz/TqBEfFy7kyrhYMX5Of1auhUGDrN/+7bdEDz9M9NRTwdOhVi0V3sxM9kvYsoXL2IwZRAcPctrr3/f33yp+ypdXeUnKRtu2XIZ9PhV/u3bxN44Zw36KX/v3E+3e7V1mly1T516NkpepXNlp9/LL6jsBovR0FVcA0c8/q3ju2pXrA3EHWON2/37+HvFbGlRpxIiImjThPCrXgLVc6fkp2PfMmmV1T0TUqpXVzdlne/tXt6712i6AtGvHHUnd7vzz3cMyYAB3GsNJD3s9InbdurEQ88cfLJhKB1Pq3vR0TpcWLTjuU1KIfvjB6bddyG3f3j0M+/fz8cILWVh74w3r/f79rXm0Th2izp3d/XrggcDfK0JrbptSpfjYuzdRECEnMzfe5+V/VjKGJOSMAui2rOupAA1EcCGnO0AfBvM/y+1ggAZr14sAuky7rgmbkKPdswg5tns+gI4AFBfk/Y5ImzuXe4xehVu0Pr17Ey1aRFStmvW+LvwIvXs7M2z16uxWSywi4kYoKoobt06d1P0aNdzD07Gj9Xr9evZn0yZlN3QoUZ8+bH/woHqX9PT0MPTqxQ26SO+tWnEF0LEjF+wpU9Tzhw8rqb9TJ+d3r1xJVLEi3z90iCsrCcPevfydM2Z4Z2DRUIjZtYufl56DmGuu4XDo3yXfmZnJ7wa4F2VH4jk9XX2/no5Dh/L1TTdxg7txI1dm11/P99PT2Y9ly1g4kDDJd588aY2b1q29BZTatVWav/kmH/Ue7Y4d7IffT/Tkk4ELv2iVdFOkiDq/9VYWGI4e5XgR+9KlVQ9bzJVX8nHfPmWXkMB57dQpZXfgAFFqqjNPA0RXXKHsJT7+/ZfjuWNHLnd6w6wbv5/Tc/NmZefVkLk1MroR4UBMpUqB3YdiJk/mnnK4z82e7Sx/0oh9/TUfpaPw0Ufufki8yvsPHCCaPz/we0UbU7WqyusA0SWX5DwuRIPpdf/cc8P3017HBjJPPaXynN3oArSb6dSJ40+3e+kl1jq5uT//fKKyZXMeZ26mcmWi1avV9aWXBnbfpIk6b96cNbihvie3wuwsAwVDyLkAoE/B2pk1ALVC4OGqBIBeA+ixYP5n+TEeoK7a9WRkCVVZ19kVcm4DaHEI77dEmPSYAW7osxnprsiQTGoqa0/sgtSzz7J697bb+Lp2bac6NhTTsaN7A3jxxaqySElhgeGFF6xuSpYkuvtuPpfGvUED1RMG2O99+1i92qIF20lDnJLC35Sayo3/woWs6tbfkZHBDWR24lZXE7vd/+or7q3v3MnXzzzDwp4+ZDhyJD+fns7mn3/YXrRzun/p6ZwPfv9d2T34IFGFCnyemsqq50BhFqElLU1Vso0bu7tt0yawXydOqO8/fZqFHsC9B75njxpqC2TkWwIZ6VnrAkHp0u5u165V57fd5kx/vZx49ca3bLGmmTT4a9YED6suaJ5JM2CA9Vp6tM895/3Mzz9br995J3fCIsNEoZqYGM7X9vxvN/pwBcCdC7fhEhGeImEeeojzlsS/mIYNnW6vuILozjsjF9Zu3QLfz8zkMg9Y26bWrZ1un3iCj489xqMRXn62a8ftinROb7iBhxOB7NfLYvRpH2wKgJCTdUwEqBtYq2MXctw0ORYhB6DPAVoH0JwzIeQA1BA87FXb/Tk8CCCRjYqsTZu44Q8lYu0aBoDo11+Jli/3FnK80BuiihVZzR6sR6VrePLKFC/ubv/EE0Tvved+T1S+cv3eezwMo7upWTN74bHH7bffeodxyBBvf8qX5+ft86NGj3YXKocPd6rKg5lff1XnbhVSdszgwe75p29fHlq67jqr+8aN1RDb9dc774diihUL/5m33grNnS7E2E1aWug9UcBb4ArHPPmk9zCCbs47j2j6dHUtQxgZGSrdMzNZg1emjBpSe+UVa75Yv56F54oVldbOy2SnsxOKuesudR5IAyJGz0Pz57Mw+vjjgZ/57DPWGrrd0+eFiJEhwgsvDO9bnn2Wj+PH83dcd51V8/jll6ozMGyYdRiUyCmM6mW+f3/rPbtWPjtmyxbVSXEzMg+JiOs+EXYkfwE8nC1pJsOnycnu6Vi9Oh/lngjlMsRZtCh3bPv2dT7r87Gm9dpriX780T28zz2n/FZtWsERcoYBdBig8xGakOMYrgKoOUBLXdzm6nAVQFXB84EuD/Z9We4J4CGio0d5ouHYsc6ITE/nTCBqWLfeWU6w+/XTT96JumaN+zObNqmCnpdGtDdeRlfB9++v5gzYja7mffhh6z37cIlXA+8WD6EY0d6EYoYNU8NdwUyfPtZ5IYC7liWYsc9JiIry/v7Nm3lOj/5OmXsxYYIzrqZMcX9n27bWyjwuzn0o55Zb3J+/5hrrdbDGzyvtAQ7rvHmhPf/mm0QffGAVFDp0sH5nq1bcY/Xy4777+J3Ll/PwkF1I3rSJ5z8cOqQmh4ugI71x4d13A5f1119X7tes4flAbvn43XfVuT70KJq3+vWDxw0Rz98BePi5QQM1Vykqyjpva8gQdv/883w9bpzTv3nzuAP26afqe+6/n+/pApOYli2Vu4kT2e7SS3kyMMD1qWgomjThDhERd17mzrX6pQ9HEyntnpjUVPf4BlgIFvr04eFFOzIRHeC5a/rzf/2l7h0+zEPsd9xhbQe8hDLxw57Gdvx+7lSsWMH309KcbiRPEHH679yp/N2/3yoYAUrzJgtj5NmiRTmvS1tCRFSiBGu5n31WuZGw/vqrNRy68Cjm66/Vc+pbC8DE46xjVYAezToPRchJAK+W0icet4S7kNMQ1onH25A18TjrfshCDkCls/zqFOzbxNSsOdQ1w73/PsfQeecR1avHdklJ6t6iRTwXQRpqfRghO3gVDDGTJ6uKQIZsZJIaYJ0YbPerRg2iTz4JnFF+/JF7nOPH8zyJQG4vuCD0DHj77dYwPfKIOtfDJHMtZIJeUhIfZf7E3r3ecadrlQJpHsLpDeuT+YYNs36DTNbU55gAPASpT64O9V0yQfOzz9y1Pu3bcwUVCn36sHAhvbGNG533iTg+ixThITqAK9bff7cOuRBx769kSR4CEuGmc2e1GkM3qamqMV63Ts3pApRq3G4qVrQ25vq7pUOhD5Ho2p8uXZyT7EWwaduWr0Ww2bWL0+bwYS4r9vetXu2MS7mXlMSNXN267m66dAl9xZkgdcmePTxkTKRWIt5wg7pfrBjHN5ESGmUY2V5Oo6KsHZB771XvK1OG3cu7H35YDS1Lp04at927lVDw1ls8/HPZZay9JuJ8MGeO8js5mfOHPhH7vPPY7vXXnd996aVqxaRw5AgLySLkyPeLf5Jv7QCcjwMtjDh50ioApaS4z5uU9wJqSJuI617pqEkDvnKlmpsIEN18s1pZW7WqVeAnUuFPSuL5mYcPe79f/PRC3MjRy31SkpqOcPw4a67Enf6s7j4tTQlXSUlsjhxxrtyTTt+4cTzU+dZbai6oHr4Co8mx2QWbk9Mi6159gL4GCy3LAfoGoDYe7xkCHl7aBND1mv1MgPYBlA7QboC6Z9l3zLpOBegAQIuy7J8B6LQtPBUDfWOdOn1cM4iMaS9dyhPp8hq3Sl6v0Bcu5DD16qWeSUtTqnIvv/r04QqHSK1ikkZaNytXuvuhz0VxM1JwAq1C0f3TJzovWsTH4sW50S1alBtHeeaKK5QAIxW0G0uWqOE7t/DK8JhMBHYz9rkrd92lBCwZ8hEBQJaibtni/E6ddevcw/PYY+q8RQseI5dekL6STMyJE9zYhcPRo/zs9u3u91NTuXKScApPPWX9nsqVWUvSpg1fN2rEPVh9gqFo7gQ5/+IL1iRJbx7geRGy6uOOO7hHPGeO8kuGnXS/RozgtFuwwCoseTFrFjckRMq9vREUP2RJrWjfdPbuVQJGWpp1awndn1271Py6nCDDI3rvevNmJYwQsSAiQo5M8BZhe/58HpIRQUdvmFq3dtcM6N/x/PN8fugQd96ESZPYT+nsDRzIc4l0mjVjQXniRH62bVvvOOnWjePbnoZt2ighRw9XoLSWb8/pVhc6VapwfWYHUPnBDZkL9scfnP8uuogn9meHQN/sxhVXhOaXXtZzwrFj7O/Bg2rFq/u787mQ818wder0dc1QUnEvWWJVueYVboKBqBcDLV2WSlpHn3T855/cw9Dd25ehV6zoVEfKPX2VhL7KR4wsmSbiyk16MKVLq/F73T/9XFSeRYpwhRgbq+4Log0IRVM2fbpV5Sz7YcjE10DqffsKr3vuUZPohg5l/595hv2Qicb6EIJ9nwxB4k/ePWMGTy4VjQ2RVchxm3is73USKjKB1EsD5vdzXrBjF3LKl+c0uPtuvp4/n9XcMqQh3+0m5CxezAKSbt+6tSwt5QZD9ocqV86qhRMefZQF3c8+Y82lDI1Mnx5aPLRrx+7texzJUJN0ZmTVWriEmy6BkFVVR496u1m3Tk2+zsxUabhkCaf1F19w+XZL20BIXUHE769VS93bto21FiLkuPH11yxInj7Nk1dvvTWwUEXkTMM2bbjjY0cXuELxJ6fMmeOu6ZC5fF6IdlNYsMBbYxOM3MxX4eaFUEhL4zYyI4OHT72ItJBjdjwGALj/+VHfWt5tt928YNQo63VSEu+CKn+jdWPfPqed7AQ8fz5QsSL/a0R3P2cOnz/1FPtdu7Zzu2/5K6/Pp/5vcvSoup+WxqZmTWW3fz/wySfqPT16eId74ED+1xcA9O8PFCvGR7kndOnCYQjl1xB3383pJTv8yjEtDfjqK6BqVe9n5Xcc9epxWIjU7p3yG4WoKODOOzm+ypcHSpRQz991l7u/ko/q1VPumjQB2rdXbjp3BurU4XMiPg4erJ6JirLGSShInpVdeN3C5ZZ3fD7+p9KAAXydns67dstfkG+4gXfbvugioFUr7+8GgOLFeRt4nbQ0q53Ez7597jsFv/oq599Onfi5UqWAQYM4rUPh1lv5aI8H+WNy5858XaNGaP7lJbGxQMmS6rcEbjRsCFx4IeeHqCiVhq1bA5Ur87lX2gZDfpRZujRv3S+ccw5w8cWB68HrrwfKlOEyk5LC5/ovbtywp6HXT3iD7UAfal4IlY4dnfkWCP77ndq1rX8Lv+46oGzZXA1atshOXghGbCzvuBwdDezZk21vzA86zwQlSqy0/N9D8PuB5s250TlTf8CWRlUawNOnubIItC1/bCxXMDrPP89bg8fGspCjb3cfG8tm504+xsSwsf9Es0ULdS7vL1ZMbTEu/tjDUrYs+x0fz8/dfDPf27FDNeAAMHq0Oh81igvLiy867/l8/Gyo/78qXVr99kAq5bQ0Pg+UjuJ/QgL/U6dFC+Dcc61u/H72o25d3jLe51PCYDDOPVf9cfrii4E77lA/BuzeXf20VeLo9tt5C3WJbz1OQuXnnwNXsm4C0MCBQN++wEsv8bVs2253W6mS9dcieh6U8wsvBNq2VfY7dnCZksb4wguBs89WYYmJAXr3VoIHwHaSbkWLAg0aqHwSCj178vNuDe711/O9nTtD98+OvuV+TomNtcZXICQ/2NOlXTv+4aOXcOuF/Tvsz2dmhvZ7kKgojtemTbNXb+p1hFdYIkWwcERH5+wXKjq5na/ykhz4n/c/igmk5vmvmGb6NHqNuXN5/su//zrHn/OCqlV5WWKNGtYwZJdffgk8j4WId1h9/XVeyRVIrTphgtp7wg2vcB444BwGI3If2shtAJ4wPHMmq9n//ZfjRN+/Q9/x8/BhHmqzZ4dLLuHhJSJefeL2G4lg6VS1Ks/5kaWtgWjdmufsnDjBv/GINLGx3qtWsotsVOfGli1qAmNukZNyZGBOnuQhsbykbVue71ZQWbXKfS7PfxlEeLjKR25i83+M5s2bU6LLL6MlCnNLMg+G3w+8/Tawfr0aHsprJPmD9bh+/51VxvoQS04YNQp4+mk+HzmS/xac2/h8qvepD2HJT+kyM7kHcvfd/F1du/JPUh95BFixQvmjP7t0KWsErrgivLDIO32+4HE9dSoPA1WvHt478opRo3h4KDfLwbZt/Kfl3B5mMBRspk9nDeo550Q6JIbcwufzrSKi5u73kIlcGFEi8phzAhghB/AWciKBzHMpXjzSISn43H67mh8UiLFjedjlssuArVuByZOdc6MMBoPBED5BhJxcEUCMkBOE/CTkGAwGg8FQWIi0JsdMPDYYDAaDwVAoMUKOwWAwGAyGQokRcgwGg8FgMBRKjJBjMBgMBoMhEpjNAA0Gg8FgMBRK8nwzQCPkGAwGg8FgKJQYIcdgMBgMBkOhxAg5BoPBYDAYIoGZk2MwGAwGg6FQYubkGAwGg8FgMGQHI+QYDAaDwWAolBghx2AwGAwGQyQwc3IMBoPBYDAUSsycHIPBYDAYDIbsYIQcg8FgMBgMhRIj5BgMBoPBYCiUGCHHYDAYDAZDJDATjw0Gg8FgMBRKzMRjg8FgMBgMhuxghByDwWAwGAyFEiPkGAwGg8FgiARmTo7BYMgZ334b6RAYDAaDK2ZOjsFgyBnXXhvpEBgMhuxw4ECkQ1DwMUKOwWAw5BLPPhvpEBgAgAjIzIx0KHJOpUqRDkF45Mc4N0KOxp49wG+/RToUBoOhoPLcc/mzov+v8eOPQNeukQ5F7uDP8wGd3KN69bAfMXNyziS//QZcemmkQ2Ew5D4ZGZEOwX+HF1+MdAgMd98N7NgR6VDknNhYID090qEInb17w37EzMk5k8TGOu3S04HUVNbyvPbamQ9TINLS8v4dGRnAwIF5/578zogRwPHjkQ5F9lm/PtIhKDykpQUuewWpUSqs3Hsv0KZNpEORc2Jjz0w9X5gxQo6Gz8fHPn2AIUP4/PHHgfh44OhRYMqUiAXNwvffA7t2ARUrcgGYOTP4M19/DRw6FP67UlOBN98M/zk7v/6acz8iyaefAtu3RzoU2aegqLyXLgV27swdv374Iff80unRA4iLA/7803nvvvuAmjVz/51niqlTIx2C3CEuDoiOjnQock6RIgVLaPb58t9wrRFyAOzb9wAA4MYb+XrCBGDUKODqq/kcAPbv597wiBF8vWaN058//sh+GLZvB44dC+7O5+NwLVjAmoWLLgK6d1f3U1KAjz/mgqH33kePBh56CJg1K7xwbdoEJCfn7NsA4LPPQnc7dix/Q05ITQU2bHC/t2YNT0zUSUsLrO3Yvz/7Kx127gSOHAnu7tgx94mGbnktVHbt4uO6ddn340zy5pvAypVAt27h59XLLrNeT5rEgk5uI8KNDAFK+vj9wIcfAsuXuz+XkACUKKEardWrcz9sOeW++5zxCOQsD+Y1P/8M9O/vtLeX8YJIkSL5V5PTr58zrxctyu1FfsIIOQDS08u5Fojvv1fnAwbw8fnngV9+AZo0Ufd69QKWLAEaN85+hhwyBKhXD1i4EJg2Dfj7b2DMGG/3vXrxce1aa6batQu4805g2zYWhoS9e4HPPw9/zFQqj8aNw3tO56mngH/+Cd395s3Av/9m/30AsGUL0Lmz+72LL3YKlDt3Arfc4u6eiLVgeto+/TRw662hhWX4cODLL/n8oYeAEydYCLNr1ubNcxekmjTh57LD0KF8vPdebzdJSdnze+bM0IUI/R2B3peRAcTEAB98ANx1l/VesDjQtYVLl3Jc6r3KBx4I3is+fTrw/aQkq1Bz6JCqC6QcTprk/mxKCnDqFOfN5GSgadPA74oUEo96XOj1nZCenv28k5ucOhVciB84ELjjjjMTntwkJgb466/Q3SclKa3td9/lvLMYiM2bgcOHrXYJCWELOWbi8Zng0KE7gg5FScWWkQE8/DCfSwU6bRpwzTV8/vLL2QuDzwccPMi92J9/5gzqlblvusnbHxHW6te3ag+2buVjuMMWqal8bNDA6n8ozJzJheCjj8ITrt5+G/jkE2DkyNDeF26PLS4OKFvWajd+vBquFBo2ZL83buTrN95Q92bMAObMcfq9YgWnoU5GhlKdT5wIlCoFDBvGw426sBUobSZODPhJngQbfiACypfPnop5+fLAGr633lLnenzb417CAXDDGRvrTAuA46BhQ+936P5s3qw2QSRizez77wcXYooXV5oau98Ax5XQqhWnobhNSmKBXgRLrzA2aMCdJUB1pM6U1uHjj3kFmBd6vJcrF9ivGTNY2HeLp2C89RbXcVK2vNiwgePo+HGuZwGuH/T8OmFC4Pgj4qkGn3wSfjgjzd69QOvWobu/5x6emgBwm5WT1cLB0jUqyllnJSVxOZNnQ8jXZuLxmSIxMXS3UgmKdichQd175pnsvV8KbXo6Z4zkZOfwyR9/AE88AbzzjvN50Xxcd52yE3W6Liz99FN44RIhR5YGnn++9X4g/954gzVSmZnOxiUzkzViXvz4I8elCFeBsIcpGHFxTrtx47hhFIi4gpXhSYArZUHmeti/f9481sYBLLT+9Ren5X33WYdfRLN16pSyC5Y2778f+H4gOnZ0t3/xRQ6fm4Zj82YepvMiJoY1Jl707cvDnQDno08/Vef2yu+CC/iYlha4YpYhyLVrueHr29d6X/KCaBgeeIDLp8yxC6WXKVo3u9+7d1uf19Oub19+Z/36Tv/69nXGk6zAuvpqYPFioFOn4OHKLj/9pOLrxRcD7+Uj6eL3q7IfiMOHnfEUCn37spAUqA4AWEP+2WfcGZA07NePtWLCvHnejen69azBcdMMh1sXuvHzzzn3IzeJjlb50u/nof9srHgCADzySOBVmV5CzgsvqDyR3U5/bmKEnCxCWTkTZYstaajcGs1wkcpTGoDkZKdGYNAgYP58oHJl5/NLlvDRvmzy2DHgpZfU9dy54YVLGov4eD7aBa+WLd2f+/FHbqxEaNMbBICvr7/e/Vm95/LXX8HnKrnNpREhxQ1RseoVpdvzALBvn0r32rWd7lq25PkjADfQJ04o9wsXAs2aKY2PLuiJGllvNCdPdvqvq+GzO4RXoQI3/qdPO4UZEezchlnHjw88L+bECR4CDYS+nFqG56KjnZWnfOfJk6zl0Ida3XjySSUMEak8InlBH0bRG2svjdXdd6tzPa9u26bOZ8wIHKbTp4FixVgbovsHBO6NHz3KQ1iBEP/s/oZCy5Y8XLNsWeiTWNPSeD4IAHzzjbub2FhVb9rD9cknwBdfqGu3MuzzBe/pp6ZyOHS3CQnOsrt2Lc87FIj4mZQUa9zefDPX208+6V13hcOVV+bcj1AIpmndswd47DH+XoknOWZ3+4hg82uioni04NgxazrqYQ3USTpTGCEnCymEbloBkdbPPttq7/ezBsguKWdH9S+ZKSmJM4y90fH7eY6Brm3Q8VpJUKYMZ9ZgeA2V9OjBRzdBTu/1AVzJyLloOvx+dnfihLUg2Icj5Dm/H7jiCuc3BAqjHpZg6EKDCB3yrK7tkDQkUve7duU0qF8fKFlSuZWGfvx41ghFRXFcxMRYG1s9HeRb7HMabr6Zj6NH83v1IcfsDmnI1ghPPMFzXXSkEnKb7xIfH1gQdBPK7CQlqbllfj+bIkW8tQTSCLdrp+zkOR2/X+UhSRNplEeP5vdKvtHRK3w9z+krFE+eVOd62Q62Wuf0aU5j3b+1awM/A3B+CdYQzZzJ6T9zpipTbugNvU5sLKelxK+ulXQjJcW7YwOo98+bp8In7ybi79ZXn7mlhV3IcSvfImylp7Mm7ZlnuC6yN77HjwODB1vDR8Rppgt2c+eykOMmuHnVL8GG+O3zDbOzktHrGWlzAs198vtZUB43jtPj009Zgy5+2jvnoSLza7zCFhXFi15q1uT2U8q0npeDDQ8jP8zJ8flAPh8+0q5jfD4c8vkwP+v6/qzrNZppkHWvrs+H+T4ftvp8WOXz4XufD67ys8+HwT4ftvh82OTzoZ1mP8Xnw0GfD+ts7l/2+fCXz4e1Ph8+9/lQOsu+bda7/sw6BukTAlWrjsWCBTwkY298f/gBuPxyPq9WzXovJYVXN9mJiQn2RiunTqn5A+PHc+aScEhvtVEjXo0h9lWr8lF6EtHR3j19r3kLOrVq8XHBAmUA7vGIvVT+MhwjmTk6mu0GD1b+iHpeKuT9+63DbJmZ/NzixVyRiZakTh33+RiPP85L+90ItgLh8GG1kkWf2yIFUOba6BWxFGwiayW5Y4caghGKFWOhbs4c1escPJjn3ei49cIbN2YBUPjyS15pN3gwVzB6wxpIyMnM5LziNhFYhJwlS5TQsmABz6mRORFuGhs3jYsglW6w3vDs2ayBBDhOa9fm73ITcj74QAldesVcu7a7gCH5cOpUFnTkmcGDOXxunQ35ngULVJ4Tv3fv5uPp09xIANZwBhNyBg3ivCDzbRYsUOeBWLkyeMOop0V0tHXPLimrgLWhB5S/33xjHRLTtSw6ImSnpvL7fvxRla2MDPWu779nzYGOvHvECF5lZv8meVaO9uGO2rWtdQ/AQkmRIsCqVXw9ciTnkZdf5vy8bJkKr05qKoejZ0/npOTu3ZUAtnmz6jjWrGkV6jdtYk1ely7WVUTffWetb+wTyGvX5rIq35GaymHV32VHntEhUvV8UpKa/7ZnD58nJwOLFnF+mD9fPTdnDmtQc6rJSUjg97ppsGfPVsPPPh/X+yJ4yk7Tbhp8F/J+cwsiCmgAOgXQGoASsq6vz7qen3V9P0DjXZ6LB+hvgG7S7BoBdL+L2wYA/QFQHEDnALQVoOisey0BagrQOtsz1wIUk3U+BqAxWedNAKqivW9PsG9s0OBWAojKlydq0ED6AGwEgOiOO6z3ype3Xutm3TqiU6coJPbscT4/fDgf27RR79fDVKUKn/v9RPfey+e7dik3DzzgHbaTJ/mde/awXxkZbH/0qPM9ANGJE04/nnmGqEcPd/+PH1fn335LVK4cnz/7rPrmgweJfD6279nT+r5+/dz9vesua7x98YW6d/Sosj90iGjFCrbPzCT66COiq65yxuN337GdxLW4JyJKSlJp/v77nA7DhxP98oszXOecY71+8UU+VqzonQa6+fRTfuewYXxduTIf33mHaOxY5W7kSKL9+61xcOAAh/W334juvJOoalW2371bfW+DBsrv5s05HQCidu2c6bZ7N583buwsA8LWrSr/AUQDBxJ9+KHTXaBvvv9+zq+rVwd25+ZPcjLR1Ver6wcfdLq58UZ3/ypXtvp5+rQ6v+giPg4YQPTkk3z+3nuqnLz+unL7xht8vPhiZVeqFNGvv3p/y/jxVj/s5p9/iPbu5Xi58Uai9eu5Dtmzh6hoUaIvv1Ruu3e3xvONN6rzkyeJKlTgPDtypPu7brpJPS/1z++/E3XuzOfLlim3pUurMiZpMmeOu7+dOqn6aPhwditl0S09x47lPGy39/s5P8v1U09Z7z/yCFH16kQvvGC1HzjQWaYDmeHDiZ54gp+5+GIu3xKXgwez/82bEy1ZwvYvv6yezczk49ChqrwRERUpwmkp36u3KXodaC8rycl8PnEi0dtvc9pXrUo0ZQrRxo1EN9xAdO21RJMmEXXrZk0jN/PMM3z8+WcVvt27uX7cutX6fskP+nfUr0+0YYO1DrjlFqIdO9zft38/Ub166vriizk/AEgk8pQvMkNJp2DGy/+sqA1JyBkF0G1Z11MBGojgQk53gD4M5n+W28EADdauFwF0mXZdEzYhx/Z8R4Cmu9j7ADoCUFyg9zdufDkBRI8+SnTuuSriTp5UiXvyJNHjjxNVqqQqw2CmfHlrRkpPd54nJTmFJyl8gLVxbtNGZbiTJ1X41q1j+6pV+Vi2rFNw6t6dj6NHOzIHrV9vtYuN5eMll6jCd+GFfN6zJ1H79oG/W/dv3jwOD0DUvz9/d3q6qgR0ozc4upFKUy9sRESvvabs//lH2devr+Ji/34+tmih4rF/f/Xc4MGqMgBUhfvYY9YwiEC1cKGyk7xy3nlWt6NG8fHss5VdZiZR167qukEDovnz1fXIkZz/qldXdvHxVn/j4pxxcPnl6n1ihgyxHi+5xFrpJyTw0Z6OXg3Dk08SpaayfxKHbkYYNMgap4EMV4JWIw1a796cV+z37cJZIIEeIJo+nY9lyvCxYUN1b/Jkq1sRAPv2tdqnpBC9+iqff/45f+fXX7MwuHatcrd9u8p7XvEDEO3bR9SnD1Ht2lY3Vaty+ZO0Hj2aqFgxda67PXHCmh5uaXPTTd7x8uabREuXcp0meXv4cGv50M377/MxPZ2oZk2iqKjg6XvqlPX699+t1716sZCQlma1P3LEev3RR+r8/PPd3zV2LIediIV6qb8A944kwN8BqLIpgiQR0dNPc35o1447IjEx1jJ88KA1rxDxtyQkqA6gdCDFDB1qLb9SHwJEhw9ze9C7t8ojEyZwHXrBBcqPUqWI7rkntPIFqPS15w9ByqqkgZTz88/nzpOkeXo6p/nKle7v2b6dBTDd7oYbiAqKkHMBQJ+CtTNrAGoFq5BzKMteTAJArwH0WDD/s/wYD1BX7XoysoSqrOtgQs48/XnN/jaAFgd7f9Omzf6f6LVqcawkJpKDLVu4h7R/P9GCBSqC9R6W3XzyiXq+cmWucIm4l0/EGdvtOel5A/yuK65g927hIlJue/fmikR6GQDRQw8pd9IDFbNxo6rYxZQoYb3OzFSC3ZgxwYUcewGUQvvMM0R163o/J8LQWWcRrVpFtGmT041oX/RvBogaNWI7KZT698n54sV8PHAgcI9aNGJ6JT5zptVNQoJV+NJNy5ZOOyIlzP75Jx/tWoyuXVlACKFA/5+WLa3aBDezdm3oPVsvIw2LPd51M326UzgYODCwvyJ4iKlQQYV10CCnQBOuKVuWhYE+fYheesnbnfTQ5d3BNKFEnI4NG1rjJD1dpa9XukVFqXPJk2Jq1lQazmBm82bru+bNc7q54gqnXXS0On/hBY5zydMjR3Ic3H+/9ZkBA6TB4o6XXbAP1dg1Mtdc4+5OOjCdOrGmRcqOXWuqG6lLk5K4/ty8Wd3z+7nT8Mgj1mdEALCbTz7h45Ah1jwoHQQxukDoVjbctLlLl7KAnJzMcS8CmGgPixfn46ZNRNOmsTY8nDhu0sR6LZphu+DoVo+K+eYbp91ZZwV2k5jI4QWUdp47egGFnGzlI7vx8j/r84ILOVnHRIC6gbU6diHHTZNjEXIA+hygdQDNcXGbbSEHoCFZfvts9g3Bw1613Z/DgwASASRWr16dSpXiBJeetBdlyxL9+681wyQlEc2YwefVqjkToHNna2aS8/feI7r0Uj4fN46PU6bw0V4YO3XyDpPu9zffOO1mzVJ2775r9TeUHgERUdOmfL52rVPzNGuW97OtW3OlKQU3mBk6lKhVK+u36RVu7drO7xNz+jTRZ59Z7USDZf+en36y2pUowcNhgOqxxsQE/kapPNyM9BD1d/71F/fwJOx2DdrVV/O9KVNUhaerf8UcO8bu9OFJgKhZM/ew+P3q/N9/rfeio1kb9PTTzvCKNkE3t96qziWvBss7zz9vtbM3FLp/REowkjwHcDkpWpSFX693ffgh5+cff+TrkiVVXlmxggUCrzQjInruOc5/Ihi4aRvFLRE3ok2a8PmVV1rveT1j58ABq0ZPN5ddFjhupSEO1YhwU7KkVUtYtKg6f+01Ff9VqhC1bcvn8+fzsA3AQxaiDXvhBfarVKnwwhKqefFFVS690qRsWU47ifehQ4lq1GBNiB73U6ZwWbBrz3Rj/45bbnHvIIhgqJcbrw6r3djrBrvWWC93TzzBeSQUf996i4+SZmJkaFnaGDFffWXVQoZqpBNHpDrE1apxZ/zjj7mMyugCmwKgyck6DgPoMEDnIzQhxzFcBVBzgJa6uM3WcFXWu5cDVNRmXxU8H+jyYN9HRGjWrBmlpHCiVamihBI3SpfmzCzzVGT8VgqYFCy7WbJEnUvB0NWuGRk8HEbEEvOddxJ17KjuT5rkHSZ5t7zfbpeaquzS03lc1yuzDB5svRYNSYMGSos0cyZXGKJ6PnxYqTxliOT66/k4fDj3qlJSQsus777rFHL0noxdyJFvefxxHqYKJHgA3HAQWTVxAIdvzRo+F6FKF8wyM5XQIxqYQO/SNRhFirin199/c29O3N18s7ovvdCpU51xN2ECu9m6la9Fk/PKK+5h0fMCkVVDVa4cN9SJic5n3OZiiXnySeWvXXC2+yPqeFH1ixCpG33+ml3gApQW4Y8/lN2nn3JFLddTpxJ16cJ+PPww/b9M60jjBKhG+777+N7zz3P+laHZgwfVUBHAwsGKFVb/5B2SRsI337C/S5eqch0It7jTtbG68RquCWQWLuR8KPHy/fdON/37c966+Wa+1odSvvvOKRyUL89CR0oKm+PH1Vw2fchOH1YO14werYaFAK7fSpcmqlOHr2NjuaGVYeb587nu7NSJ85QMvejoZS67ZsQIlW91e32uWm6YdetU/jh50tvdRx+xAPf445wWekdCHzb3MgcPOuv++vXd3eplS/J9t248l+iLL9zydMERcqoC9GjWeShCTgJAW2CdeNwS7kJOQ1gnHm9D1sTjrPsOIQeg6wDaAFAFm33pLL86Bfs2Mc2aNft/wlSooAqMG2XKqLFTKXRC69beGVGfsCY9KsmIxYtb3/Hll0QdOnAvQp7x+73DRKQmAh4+rOyWL/9/BrBgH3rRjT4vZvRoNdRVty5rIuzodoCq0Dp04KMIOUTWuSP2YY3t23lOyhdfsApbR3obohUS7rqLhxAB1euVIS+vSXnXX8/Pnj5trQiIOAy6W2kQP/uM78+bxwVcepOitZMhTt3oDXVCgjPeAKJt29S5PZ127VKTiMWNTHoeO5btNm7kyrZ5c57wqvtlqwAI4PkPRBy/IsDdfDNri0TA05/RNUC33+68L/5++KE1b0+fzvPH9MmNAAvyrVvztX2oTkeGQ0WbBbCQ06IF0c6dHJ/6fDmZezFtGtHddzvjWmfzZvWtnTpxGkrZOnyYK3sRGo8fd2og//zT2+9NmwK/OxCAU2tHxIJm9eoqP8XHq7rHa+j3ssvUBGKAOwnJySwQSIcnOdk6gfTBB9nvKVM4T8yZo8J29dWs+dTz+caN3BnT6z+hUiU1nBUfz3ZS5xQtyv7cfrsajhYtuJsZM8Yq7B06xIK5xFVUFNdBkoaiQfAa1he++cZ96MtNEy/lWYTzKlU4XIBaqCDudD/1OmDTJjWJN5CRqQ+yqGXnTuU/kfsQvr38EHEHSu5VqeKu0Rajzx3V7Rs1cncv2mhh0yY1V/Hbb938iqyQE/IadSLsJsI4j9t32JaQtyBCMoAOAHr5fNjm82E5gGcAvODi93oAnwDYAGAhgD5EyAQAnw8zASwHUM/nw26fD/I7yvEASgD4NuudskC5L4A6AIZp4akY6nempaklt25MmcJbvyck8Pb0+nLxJUu8l4/r+23I0lZZcmffm6dYMbVfjuC2rFpHtruXvUIA4NJLAz/jhr6Xy5NPqmXf8k8hO/XqqXMi3otl9my+lo0HJeyDB3OYnnjCuZNxzZq8lDs+3rmvw/nns99Llqidqf1+fnd0NC/9P3AAKF2a95Xp1Uv9ZFDfbwVQaVu0KNC8ufUb7Ok+fLj1focOvIW8LOuUvYP07eLlv0X6N7gtPa5Rw5qmEmeC214yLVrwUZbdpqRw3GzaBJx7rvMddkqX5uPixRxnf/7Je2ucPu2etnr4oqK8d1zWv3X7di4XUVFqOwHxKzpabVoZaJdq2Zb+nnv4+AD/Pxe//MLhLlmSy4hw3nl8vOqq4Lvv1qkDXHghL+/94AP+15t8Z9myvHGipGtcnDMNAi0jDyUNvKhY0bp8Wcp+iRK8PUGVKpyvU1JU+LyWI195pTVPtm7N5Wr6dJXH4+M5Dwply6q9cWR7B+G77/g5Pc7r1fOuExYuZPvSpdXyZfmeevV4T6Nzz1XxZf9Vh05UlDV/xcSwn7Inj9/P/kgaNmzI223o9aAbbdtyPa6HDeD8W7Mm+6dvojpyJHD//bxNh761g72u0vcTGzlSLfs+99zQ9k+7+GKO648/5rwoexUJeh6TfO9G3brqfO9e6+9IJN2lfOrlXH5TEhvr3Q7aN5Q891y1b1goe7LZiPw+OUQo7mK3lAgdss4/IEIFIjTWzLKse38RoT0RahHhMiJcS4TFHu8ZSYTaRKhHhAWa/V1EqEyEWCJUJcLkLPs6RKimvbNXlv0LRChmC8/BUCOEKPDmSbfcogpQRoYzI3gJOR995G4P8A81deLjuSDphS8YklEDCWhCsH0TfD7+/45e0XlVaG7cdhuH3edz/ifn1lvZPjaWf3Vgp06dwLu6fvUV/y9n61ZuAGSvjVOnVCV8++3KfaDN7OT9so+GvWJs04YrZC8BU9zr+yfJTyX1Z9wKvj1tb7vNem3fo0b/XYgIOampnFdOn+a4ECpUcA9v27bqXDZiE4Haq/GWb4yK8k5/vbzExwcvQwC/T4QXL+RXD/Yfp+7ebY1fCXu1au5/0HbjuuuscaYjDVWRImqPH/u7cps9ewLvLpuZqeI/UNxGRTnDKNedO3vn5Reyup723YWFIkWs7/X5vOuE1FSOQ/0HqSLUEvEzdgHaC3Env86RjRPbt1fvtn+TvltzINziOzqahQKvPFy0KJcX+3dLwx8dzf8vk038oqKUECcChBsXXsjH4sW5brz6auuGjDpSF4Tzc1RdWJd6RXbh1vcq2rOHjwkJznfLPmJHjzr9L1WKj9kQcsy/q840f/1l3c02EOnpzszuVQkGqhztlbg03OHsnClSeU6EHMngN91k/WcTwD+etG+GGAgRcrzsu3ThDc3sPxutXZt7TIF4+23uxZYsyZXCNddwQy/hl3iT3rH+Dr3y656lE5Q0tMddkSK86ZmurdIR91J5rVrlXunLRoQ6bdpYe8Z24uOt/yHTN5WT7xszht35/eq9Xr/tuOkm668SpCErVYo1IHq49fiSH7u++SYLYosWWf298kprOkt47A2EbLSno//yQSc62vuXH4Azjhs39nabHfTGc8QIq1Ykr4ScmBglkNt3Vgec2hWdokVVmj33XPZ2uNX9dhNyfD7nz1i9hJySJbkBjY1V/jRqpJ4pUsTqf3o6a5KuuII3/dTLhYRr61bOQyVKcNmPjWVBxw35FUQwvP5dJRv9bdjgzIvx8aztsaeFnmfKl1dCj77hYcWK6hcwdmTDPRGiAKuQo5dJqQvE3a23uvsp9aH+TatXq7C9+SYf9d2v5TvOOUdtNNumjTWMbnWMdBj0tKtZ0z1cZxoj5NioXDn40JBQvbozs/t83Hh3727dQTfQPzzOOsvpB1HowhbA4ahZ01nB6buHCl7ajSpV+Oi2G2qlSuFVnhUrcoYfPtxaoZUuzRWaDPfJzxDD4dgx/vllyZLsxwcfWLcPl/ctWsTfqr9DehxuuAk5lSq5Ny4LFjjtmzZVlasuoLr9a2zyZKVxcdPYFS/u/a+kgQO50v/8c2dvq3p1d+HYHs9Vq3JYY2J4h1T9W3S3MjRXtiy/S1d7A858IcMd9rwieUvHq9G+6SZW9YdK3765W6GOGGHVvF57rRJ080rIAVizMHas+5+5O3bkX2+4lWefT6WZW9yHS7lyamhTkIbxmmuUXUaGe3zUr89DPW71aHq6GroEVDm64goWOl58UbkBVJmsXJmFP59P1dFedcfOnaEJOZUqcWMO8BCpPW4bNuRhI72MyftlZ2g3ihVTaeDzWcvj44+7P9OqFR/1tEtPV9/v9q1S53n9xNitzJ19NodnwQKlHRMtknDDDbzLv3RC5BcYgTSN0lbpcRUT471L/ZnECDk5YONGd3XiE08A770X+nba9v9C1awJ9O7NFW1mpvr3TzD0nwkKujZAsGfWGjWy97+VQEyZwgV33jxg2jRl36OHc+t5r//tuDF0KB/XrbMKgXocybfIsJ9OoAYg1KFHgOP10Uc5re3vlzCIXahCczi8+y4f7XknJkYJTXff7T0P4Ouv3f+Y7YYe/sqVect+QSriCRPU+9PTc/bT2s8+A5o0UdcNG7oPbeq45f3sctFFrGkUSpVS5SicIYJwycjgXyW4DaPVrMlzMPTyLPlc0sfnYyHk2mvDe6+9TEyerBpd+7v0Ic+RI0PTHOsQsUZRtCPXXcfDktKxio1lrYPPxw2x/T92oeJWL7shmsrrr1dxW6sWC7q33eaulQRYq22vM998k+0vvVTVU5Uq8V/TBRmClXJZty4LAnpHR683AtUdMhXAPiVAR+pWn89aR7m1C8KVV3LdGhXFAq/Px9qzQHlf5jfZO5H2X39EhECzkv8rRl9dlZvIyow+ffgoK390c+RInrw6IHPnWsNQqVLevatECV4tk1voK35++cV6T+wzMvh682ZeyUGkVuw8/LD1Gdlzxu53bCyvtMkOgNpe3m3lQ044dIj97NWLj7KKQpDNEL/+mne0DRXZNHH0aOc9/ZcZdl5+mbcSeOMN3hyRiJcd66ufvDh5Uv2SwYvcjr/s8uGHvF2ErKbJCwLFsx3JtwAvc9ftBIBXngUCUO8F1C9G7MgKJ9nTJ1R0t3ffzeVx8+bgz9i/JRT/dbvTp0MPo50aNdTKwI8/JrrtttCee+ghXskUDNmyoFUrXkH4yCO8Oal9ZWCgOJDvDiUtAH4HEa/We/BBdc9tNWJysvrFhHDggPU3Rm7Y82+dOlI/5fPNAP8LJq+EnGXLeCklEe/LUrw4L8X8/nte8tu0aZ68NiSuuILohx84B5QunXfv0SvR3EL2ZbEv5+3SxVoAt2zhJZ3CuHEscAbivPN4v5nly62/4QiHWbPU8vCffsqeH4F46CG1RPjwYes75L9h4SLLkrPL7t3qm8NF9mIK956By7Bd2BcA3jMmEHqaS34K5ja7Qg4Rb1/gtuxcJ5wy4yXkSEcnO7RsqeLhm2/Uv62CIRskhsujj7KQEw7ynlDi6rbb+B05ITlZbVL41luhPXP99bwEPoiQE/l9cv4LJq+EHCK1f0NyMv1/V2X7vUjQpo3aGVZ+WpgX5NU31qnj3JfkoYeslcz27byfhrB2LTcKgYhkmoTK/PlqV1638Gb3GyKlNQkU3oKQHvmVuLjg8aenuexpE8g//RgK9gYxt9NTNsbUyWk+tocx1DBPn857gYXLjz/yJpfhEE4aTJjAG/3lBL+f/QknbiXeIi3k+PhF/22aN29OibIBSx6SlJStJXZ5QnIyj1s//DBPEgxnknN+ICmJJ87pY9YpKTwfROY0EPF35pc4zy0WL1ZzI3Kz+PbqpfZFMhR8Qqlv9JVUwdzL/fxUj7nxX8jH4aRBWhrPAZKJxjnhoYfUfMBQ8fl8q4ioufs9ZCIX5gYTwXP2khFycOaEHIMhN1i1ijcybNtWrXwwGLLDH384V9cYDLlJECEnVwSQQEKOWV1lMBQwmjXj49SpkQ2HoeBjBBxDhDGbARoMBidlyoS/fNdgMBj+axghx2AogKSnh7bhmcFgMPyXMUKOwVAACfYjWYPBYCgARP4HnQaDIf+hb/luMBgMBRQzJ8dgMDjZvz9v/6NkMBgMhQEj5BgMBRD587nBYDAYvDFCjsFgMBgMhkKJEXIMBoPBYDBEAjPx2GAwGAwGQ6HETDw2GAwGg8FgyA5GyDEYDAaDwVAoMUKOwWAwGAyGSGDm5BgMBoPBYCiUmDk5BoPBYDAYDNnBCDmGAseJE8CePZEOhcFgMBjyO0bIMRQ4pk8HhgyJdCgMBoPBkEPMnByDQYcI6N0byMyMdEgMBoPBkEPMnJzCwOnTwPr1kQ5F4SAjg48ffQSkpEQ2LAaDwWDI3xgh5wywejXw0EORDkXhIC1NnW/aFLlwGAwGgyH/Y4ScM0BUFODPc6Xcf4PU1EiHwGAwGAwFBSPknAF8PiPk5Ba6kOPzRS4cBoPBYMgxZuJxQYUIOHyYz6Oi+NqQc44cUefHj0cuHJHm9tsjHYK8R8qPwWAotJiJxwWVlBTg7LOBESP4WibMGnJG377q/L77IheOSEEE3HILMHs2MHlypEOTO3hpOcuXP7PhMBgMhQ8j5OQRmZlAdDQwfDjw9NPA779HOkSFg6VL1fn27RELRsTIyAC+/JLP33svsmHJLapX9763a9eZC4chNObOjXQIDIbQMUJOHrFlC5CUxOeJiXxMTnZ3u2OHGc4Kh507gR9+4PMDByIbljNNYZyTFGj36sLyjYG4/vrIvj8xETh1KnT3N9+c/Xft2mX2uAqX9u3Dc1/A2hMzJ6eg0qSJOj9xgo/z5lndDB/Ow1qNGwO9eoX/jvT0bAcvIgwcmLPnpeAWKQK0bMnnlSoVvHjICXpj9O+/kQvHmaIAVdYOQs2XCxfmbTiCcdFFwNSpZ+Zdl10WunYuI8M7/Ym8O42hYK+Ltm4FypYN/Ex6uneafv458NNP7vdzUu+98AKwYEF4z9Stmzd1YkaGGlr28v/ll4F9+8Ly1szJKUzY5+W8/joLOcePAxMnhu9fpUrqfN8+YMmSHAUvz3nppfCfOXAAWLyYzxct4qN9rkaRIsDu3TkLW0GhcmV1ftVVkQtHdpg+PfxnCtpctsWLgf37+bxx47Ar/Iih7z8VCitWZO89Bw8CF1xgvf72W/e88dRTwIcfuvvzzTdA0aLAjBnhvX/GDG6o7XXR1q3A0aOBn33gAa5r3OjUCXjsMeCss5z3XnqJF0wsWMBzNH/9lYfaly0LHt633uLjzJkc7gMHOL4++cS7bMTHh7ZR6rffcvyHyvDhQOvWrInT2x6dp57Kf0PMRsgJwOTJwPvv555/XbpYr4sU4QzvxsmTrHYMxJEjvJNyjx58vOaaXAnmGWPWLGD8eHX9yy9cSAClqfnzT6BtWz6XoZqYGKdf1aq5v+OKK3InrHnNe+9xhU4ErFsX2jOTJwObN+dtuLJLejrw119Wu65dvd2vW+f+3c88k7vhyiuuvJKPXbuq70hNDX0YqE0bzgMnT3LDE84w7IYNOR8CSkvjvNStW2judeFj48bgmoO//+b4ILLGyfr1rK2w542dO4GxY733xZIGvksXridFW67jVva7dVMCnfixcWNoGsOTJ9X5unVcN+msXu0UlAYP5uOmTcBzz7Gg0L8/D7c/+WTou7Y/8AC7/fNPYMwYFqi8BJSEhNC0XGPGAGvXBnYzcaKqk0+dAn78kedF6qtc7eS3neiNkBOAnTuBf/7JG7+JWDLX5yPoBW3BAmDAgOD+dOgALF/OvZr8Rp8+ge8fPMiVn9C7t+oh/vQTH0WgycwMPj/D7X2//GLVcG3fzirV7GCvONLSvHtTwSqZzExrBf7vvywUZGYCF14YephEaxAOffvm3r5NXt958KASugOp+YULLwTOP19db9nCx5kznW6D5atAfPcdMHo0a1Fzk59/5vJ74ADw6KNsFxcXXEMiZX71aq5vTpwA3n4bmDCB7b/8UmkwdcaO5SGmjz5ijV5Ohy5PnmSzZo2y++ILnmT8wQccPsD9PdddB+zdy+e9e1vvSf7o1ImFKLsw1qsXEBvL5zJ3EVCCkJfwoXd0+vcH5s+3vn/aNC77duLjge7d+XzbNj42bOhstJOTOT3GjOEynpZmDcv557NGKjHRuwz06cN5zc6yZbytyPLl7mEU+vVTdYRoZ6KiOA7j4rwFwED3dLZsUR1IL3bt4vqyTx/1/W3aON316QMMG8bnUieGOJxo5uREEqKcT3yUTGSfrLduHRcsPTNKhfjuu3wM5d07dnAD4qVGjSRSUeu8/bY6t8fv2rU8dKcLNKLGzsgIHh9u7wOsFe++fcCcOcHD7kb58taK7tlngTff9HYr6agzezbv/zJ5suohAVxpZ2RwWkqlHwqi8QqHadNyb4+hcuWs1xMnchzFxCjBZvRob8Fy61Y+2vOvW2Mq8emVznZ3bvzxBwsGX33FceAmRGUXacA3buRj0aLBK3ppEIoX5/CcPs3xJ/ls2TIlYOgsXMhbKCxdChQrphY5bNvGwxDh8sILXL6IWLDZtw/o2JHrrW7duMEH3DUmepnQyzeg8kdmJjfQdv7+mxtlgDVSdj+J3NNT9yszk4ev/v5bvd9r6D4+Xg1xSdwTAXff7Qz3gQPAp5+ytvnZZ90FrsREZxkQ9HwqcWsPv5vAILz3ngpj0aKcxtHR3EGJj1dtx6FD1jotPp7tvIbyJD5DGeKPjlbfEkjbNXGi0u5JOQhxCwgzJyeSLFuWcyGnalU+tmun7H79VUnwemE9fZqPvXqFN+EyOlq5X748+2F148gR57BDIIK9Xxc4/H5g3DhgyhTV2K1ZAxw7piYWTprE9qEIOYBVcBD0f1zFxGRftS89Oq9rYeFCrpDsk8nHjeNN/HbuZE2VrgUSISctLbDAesMN2Qu7TokS3sMoDz4I/PZbcD8knZOT+XzlSg7/o48qDdehQ8Arr3B6en2T+KOruBs3tmomV6zgNAt1cn6vXtahBZ3oaBa+Fi9moeLJJ0PzUw+rFz//rM43b+a8bN/LqUkTa9kWYTM6mgUIEVYEIk6PtDRg1SplL4LB6tVcLkSY+vVXLk+hhllHGuJx45w/FJb3STp5DbPbSU7mtMjMVPNLfD5ruBIS+Khr+/Q46tXL+r7ly63DLMuWcQOrzxPSn09LU9tNxMcrezctypgxLDwkJ3OaZGZyuJKSOI8D1nlWv/ziFGT37/fe3mL4cOCee6yLULZvB1580TnUpW8iW6wYtw+ye35cnEqLLVusnYi4OC57XbpwObcPq0k5chM67QTqcOlpWKKEar/eeYffm5Sk6vWIQkQBTVa/4iPtOgagQwDNz7q+P+t6jWYaZN2rC9B8gLYCtAqg7wFq6fGewQBtAWgTQO00+ykAHQRonc39ywD9BdBagD4HqHSW/cVaOP4AqGOwb2zWrBkRER0/ThYAossuI5o4ka+PHSOaNIntjxwhT5KS2E2xYkSLF/P5l1/ycd8+6aexGT1ana9bx2EAiGbNIrr9dqffx47x8Z571HNVqxJVrsznMTFE27YRZWZanztyhOjkSe8wC36/iofjx4mmTye64w51PyWFKDnZ+3mA42jJEiKfjygjg+j0aaLrrycqWZLvv/UWv0f/9l691HmtWnysV0/Z9e/P8QlY31WxojU+AaL331fxJHZCYiJfnzjhjCOdo0eddiVLKn+JiAYOJBo1is91//Sw7Nql3A8axHaXX+4M15tvEvXtS3ToEFHZsvyem2/me++/z/mIiGjYMH7uueesftx7L6dXZqY1jHYkf337LaeBzsGDfK96db6WvHDvvU4/5b0AUVQU58Ht2/l6zRqiHTus8fDii3y8807OD+L/+PFWd+LnE09Y7fv25eOpU3zs0MH5Xffco55ftIgoPZ3d28Ndtiwft20jqlFDpc3u3cpd7dpEb7/N59Om8fcDHOavviJ6912Or379lL9206IF1x86UVFEhw+r65o1icqVI4qP5/Q++2x+dtgwfpf49eCDfJw+nb/12mut71q5kv2bPp3jmMgaZrm2o9cjP/6ozsuUsfr/zTdEbds600riavNmrl/E/p571Pu//VaVfd3cey8fH3iAj/36qedXr+bzCROs7qdP5/MrrnD699BDfDx0SH3XuHFcl772Gvt77rnu+U03P/3Ex1WrlJ1eZitVck9vMSNGqPyqm2rViB57zPu5qCiuX4VSpdS9Jk247jrnHGUncbxsGdEll3A6//mn1c8ff+S4+v13jgNJk927lZvNm/l9H3zAaaUzZoxy16WLM8yTJ3N+rFbNar90qcqvABKJPOWLzEBxGarx8j8reYMKOafAAkNC1vX1Wde6kDPe5bl4gP4G6CbNrhFA97u4bQAWSOIAOgcsFEVn3WsJUFM4hZxrAYrJOh8D0Jis86KafWWwgBQT6BubNWtGzz9PlgpBKpjixd0LwyuvWBuJ9euJ5s3jcymsUpkDRKmpoSVW3bp8fPxxos6d+T06Pp97wbSbxEQOX2YmZ1yAqH178kS+5a67iJo35/NGjYiGDGG7l19mu1GjiOLi1LUdeb8Ig8eOORssgBufZ58NPRPHxPDxiy+s71q0iAUo3W3fvkTR0fztWiGgf/4hGjCAry+9lOi336zfPnOmEkrkGUEEslq1iPr0YbunnyYqXZrPr7yS6Oef3dNGGDzY+16tWizovfce/b/CAzgPANzgvvoqUUICN676e/74g4+XXUa0fDk/axdgiIi2bLG+2y7U//WXupeZyflYGt3oaG4sdu1S8ao3wnpYAQ6HV1o+8gi/T4Qq3axbx8cLLiD67jtvP7p1U+F+5RWiOnXY/vfflZtZszjv6mms+7FhA1GFCiywNG9O9Ouvyi3Az2ZkWBumXbv42KWLasj0fKabZ57h45w53ADr7ydiIQxQwkVsrLo/bBgLzm7+St7QzdKlHO7p09U3S7glnaOi+Hj8OH/zeeeFXv66dXPaDRjA/lWvTnT++dZOSKj+AtaGW56X/CP1iBgRXho29PavRAnumAFEt9zC+e2FFzh+zj/f6lY6Hm4mUB7OK6N3rnT7888n+uEHq90113C5vPVWoosucq9nO3XieqFtW67/o6Pd3/vLL0QPP6w6oFJeqlTJ3ne0aqVfFwwhZxRAt2VdTwVoIIILOd0B+jCY/1luBwM0WLteBNBl2nVN2IQc2/MdAZruYn8OQAcQRMhp2vTi/0fWuedyY3jNNdZInDfPel23LvdgiDjzvfPO/yPbUljlOlDB9/uJHn00YAJa/Dp6lI/23pxu7ruPe5KB/CLiCnrxYqK77yZ66SXl7ptvVIUgvR8i1diLsPXNN3xMTORGRZ5v1Eidu/VqZsxw2tnjPFhcSK/j88/d3e7fr84HDODGUK6rVydasYIbxVtvVXG7ZIk6T0uzxrtu3nmHaOhQFVcXXMAaDLcG7733iDZt8hZyHn6Yzy+5JPj32/NViRJEHTta0w3g3pukjSC9YDFTpljvr1/vfJfe8OaW6dLF+t0A9zLt7uzaIN2cd5572ojGSPKYaCFbt7YKYbopXlxpBE+csIZLypKcSxwWLRr697Zvr9JN7D77zJqe9mfsYQhmvv6aBb1p05SQI+WpeXOiN97gcxGsKlQIz//q1a3X/fvzUa8zAn2PbtzKgdfzet52M1de6W7fqRMfpbG9+GLWsITzzVKW8tLYtULTp6t6x+72q6+s17qwq9e3AGtlvO55mVtu4XrtvfeIrr7a/fuzVx8EFHJyJR69/M+KxpCEnAsA+hSsnVkDUCsEHq5KAOg1gB4L5n+WH+MB6qpdT0aWUJV1HUzImWd7/hKA1meFPehwVUzMoWxHbmoqUf36PHQBuA9FvPoqH8WNSwIFLFCHDrGbvXut9l9+SfT992FnBkpNZS3Er7+yqhLgxtLu9qKLrNdXXaVUlkWKKPW1XUUq98ONy5dfZuFJ3uUVfjuffuruVvzyUhFXr86qaRlSADg+iVhdf+WV6h0yTKSbIUPUee3afFy7Vtndeqs6HzxYqeXtaSjn5csHj6MSJVSY3AQDu8nIYGFv/36lJdLTWqd58+yVgXDN5Zc784zfzxWrPd+79U7FtG/Pw7C6nT4EevvtbHRhN5hp2ZKP9es7NQyhmH/+UcNhYtyGVux5OlBD1K4dH0XL62ZmzlR58pZbeEjMzZ0+/CPGrTMUyBQv7q1lku8J9r2B7osw8sMPrB0qWdK97rzzzsDalk6dWNNqt7/qKtaMyvWaNarTJcP+QGjlSzclS3p3VkWTP24cHyWvX3ed0+3q1aFr/r3M5s1EDRrweSBtVShGBEZAdQbs5VLqP3dTADQ5WcdEgLqBtTp2IcdNk2MRcsDzZtYBNMfFbbaFHICGZPntc7l3HkArAIp33sODABLZqMjauDG8yJ02jY89eii7Rx/lSsCO30/UtClL5DfdxPMKrriC76WkeL9j7152U6sWj+EDav6BXmHIeGv9+t5+paUpDY0+5yUnRu8960aGmAA1X0M39gLevj2r0o8dYwEsLs56X+Ya2Fm2jL/5kUeU22ANi5gWLbhhk3hs0YKH5KSBO3aMBYXhw3MWR/bKVh/rDscMG2b99g4d1D2pQHWzYoXTTu+VC15CZbhm7Njwn/n9dw6DhP/QIf6ujAyip54K/KybdkbyQbD8ffnlTg2FmFq1nM97aQ10Q0T0999Wu0BDK/feq8p2jRpsZ9d8SiMjQ+puRoZnsmOmTlXnv/yizmX+lm66dVNzigBu2KWcn3UWH+2dI7fvvekmZeelHfj7byX46xqj+HgWJu31n93oc2p006yZGsIHiP79V/nTtKnVrX0Oj27efJOFy8mTWdt3/DgPgepuLrxQ5YtWrbgTdd993PEFlFB96608DC7PvfCCyjv16zs7AMG0vkRKuJF8ZTcLFqj5o17m6qt52sWtt/JQ+YkT3IH95BNrnXH6tIpLmXf65JMyPFZwhJxhAB0G6HyEJuQ4hqsAag7QUhe32Rquynr3coCKBgj/EoCaB/rGhIS/LBneKyK7dWM1s2Qwr+GVxo3Jk/XrOaNs2kQ0dy5XaIJMnLMbfUKlaE927nQWcjn3miMAWCcX5pX59Vc+2lXy48dbNV32nql9/tFttzkysid79vB8CZk0eN99XBjd5n14FJL/V9alS/NEP4CHpGrXZiFH0rtECaXRsgtiAPcSJQ70CXmVKhFt3WpNKzGtW6tz+1CCXknZhRyZo7BgAVew9vBIfAT6bntY7Obii53aCdFsnX22mmRo/64mTbii69SJBdRgYZBndd56y+lenwBpHftnI/OugpkbbvAWXBo35mO5cnxs0YK1n7qbm2/m48SJ1m/x0qK4GZmf1LYtp1/JkioeihXjfCRajE8+Uen7ySfKj6+/djaCYqQ3bzfPPsvpetZZXOeJtkgmdst8NV0A6t6djdCypfK/aVMWCqXciLnxRg5rq1Y8vCL13fr13JFYvZrfdeml7P7++/lYvLjq+MXFWTsFF1/Mmg63vNu9O1Hv3jxpVzTfMq9H5pfo9fOKFWr+ya+/cocJUML6H3+wtig+ntOhZEkWbGrUcM5pI+Iwr16ttMebN3OcuAEogZBITUPQzahRXL7eeYeN1A07dyo3t99ufUbmlg0erPKofS6OPsleTyv7++vXZzcjRvDcMh0Z+tTLve7n6tUyHFdwhJyqAD2adR6KkJMAXi2lTzxuCXchpyGsE4+3IWvicdZ9h5AD0HUAbQCogs3+HKiJxzUA2gtQ+UDfGBe34/+TLu1qRXvFQKTGo73mxIi7cNGFHL9fDS/omejmm3kli449c8nRzUglEorxmhgsk1EBVo3r92QlWsOGrL2xh2/UKOX2/fdZJSwTFnfscI8Pux+BkEmjTz6p4mnlyuDfunmztcFr00adlyyp5pFIONxWi4jZsoXd/P23tZGwf4turzfM9nv6yjO7kHPffdxAnjzJvTJ9DkNsLE/Utodvxw7VY7/pJqdWqVQp6/CJjlSaMkxkj3c97EQsJL78stK4yNw1N7+90vnhh1k4jo7mcBGpnq6bsVf6gHUYUYSSm2/m+LH3dIsUUT1wMX37WrUJZ52lNCt2Ag3l2E3//s7nJR5E4NGR1YFffqm+Iy3N3e/q1bnDo8+VE7NiBWs0hKeeYqGDSJVhQTpGDz5I1LOnsm/RggUOiYNLLnEOeS5cyPd+/52oa1fWchPxcGWDBs5vlrSQdB4zhoeOZRjyvffc42rWLJ7Pcvo0awB9PiVsEnH6XXABC3SffeYe50QsuBQvzuG76iplX6wYC5MtWng/Gy4TJ3I9uW4dX7tpVfR5c0ePssAocSBuZIVnhw5EBw4o96tWsZBGpBZn9OzpzLNSPmTo/OWXld/6kL0bAAtecq5/2/79IpRFdk5OyPvkEGE3EcZ53L7D58MazbQgQjKADgB6+XzY5vNhOYBnALzg4vd6AJ8A2ABgIYA+RMgEAJ8PMwEsB1DP58Nunw9Z+1ViPIASAL7Neuc7WfZXAPjD58MaAJ8D6E2EgPuB+v1x/9+rQfYFeOQRPkZFAZ99xueyy+aoUXzU/x4s//I4epT3QsgOROrc5+PfNXTqZA1PmzbO3Sz79g3N/7feCr45WenS6jw+nvdcaNCAr4sV470jJCwA76silCkD9OzJ54mJQM2aTv9lg6jy5fnvur178z4WffsCNWpY3b7xRihfZcXn4x1aK1RQ6dWsmdVNq1Z8bN1a2dWta40bfdOzIkWc/9YJtJeN7ClSty7vSB0KsneP5L8//1T/qQq0V0VUFHDnnbyZXEKC9d9WTzzh/nuA6tWVn3PnOn8guH+/968lMjN5F94yZaz2+l4t+o7EQ4cCjz+udlh+6CHvbwHc8/Lrr/N28pmZ6r36nipnncVxLXzyifX5qVN5h9oTJzgP9+zJ75F9UGTPlZ492f8vv3TGeWYmx6fQsyd/k1t44+J4t1qA48K+942O1CVuuO1KLfkuLk6VNXtYxU3v3pw/9P2lxK19r6RLLlF7Uom/gtRLUVFqcziA90LSy0Hp0sAdd/B5rVp8lE0EmzQBmjZVe7OUK+fcgE8Pn9zr1YvrVAlDjx7OZ/r25ffefTfvryT7hpUtq+K+fXves6xcOVWnuiH7VTVsyBtGCklJXMb0Ojqn9OzJ/krbExdnrVsBDodQujTQubOKg08/5aOkybx5QMWKyn3Tpuo/YXPm8KaGbr/E6dOHy0erVvyNsiP0kiXArbcG/w75V5VeFnr2VOUrCJHfDJAIxV3slhKhQ9b5B0SoQITGmlmWde8vIrQnQi0iXEaEa4mw2OM9I4lQmwj1iLBAs7+LCJWJEEuEqkSYnGVfhwjVtHf2yrKfRoSGWXZNifBF8G+M+X9htW84V7Kk2pjsnHP4WKQI7875+OPKnQg5xR2xFTpEVj/lXYD6x9MddzgLmteuu4D6dwrA3/Lxx4HDIN9/7bVqV00RNlJTgd9/B0qVUgVTr+T0ze30Tbd0rruOj2lpXKhjY7nBcvsGERbCpUIFFqIkDD6f9U/P8jPU55+3PqdX+vp253qekE3SQhFyAG5UBak05T9H06apeyIQyi6p550HfP898NprqhJz2wzRvpPqU0+pf/YUL+7+fxufz9ow2nds9Uo7gNNJftdg3zBOntP/RxYbqzZgfCGrezNsGP97x+2/OW75oEgR1TiKEK4LOR06OHcU15FGTa9033xTXZcowXYTJ3IeL1eO/8wNqPfWrGltIB59FHj4Ye/wvvoqx8/48VxWJN+7ufXCbaNJSbdAZUPqK3Gj5xs5l83lhE6dgKuvdvdP8ld0tHUDuYwMrgukISxdWm2uKL8zkHoCYKFN3l+5MjBkiPU969cr/6XeCmUn90D1n7z/qqvUZoSBSEjgOs7ns5bddes4/XPrdyhCaqr6xqgo3ohReOop4OKLvZ+97jpON13w9CI+nuP83HOdu6RLeZV/Xkl4GjTgchqI9etVubenQ4hCTp5jdjwGUL36aJQp49wGe+RILrgJCZyZ9J7HeedZ3UpCu0nKodK9O0vyejjshbxUqcDb1tu/oVs3bgDKlQutwnjvPT6OHMm9H0AV7GnTWOLPyFANg95YhvIz00qVOI5kZ9+oqMB/EpZt98P523CJElzRly2r7Bo14uPYsUCVKnx+9tnW5/TGQN+SXC+ootVyi0upPPQGSHcn8fnjj3wULQ8Rp3vJkirM0dFAvXpqO/zVq3m3ZDsPPmjVSNWoAbRowedeQg5gTbdSpZz37doQoWZNVflLXLhhF5zi4lhbAPCPCl9/3fqvqlAoV051InSBukQJ4K67vJ+TNLBXumXKcF7U0z0lhXvAEybw+6Qhlp20R4zgY4UKbAKhx8+CBdY/VIfy7W7/+5IGTb5Dj2c5l7SV3bF1weSjj/i74+JUGQ6G3rDrfr3wAn+HaG0kH5UrxxqHe+6xCuBEgXfZbdDA2WDHxipBftCg0MLrRtGi7pplOz6fs26XsIUTZ6FSsmT2O3PFirF2KhQhB+A27PHH+eegbsTEcHsn+ceurXUjUB1ghJx8RJkySxEX56woO3bkDNiyZXANSDj/G/Likku4wtDDceONVjdFigRWt+rPDhrEavwvvuCtyKVhKFdOVVx6IzxokOqVNW/Ozw4apNzeeSdXAk2aqJ6zDBOkpYWm2oyOdv6+IFADdeedwd3YqVmTw6U3Qmefze98/HGuHAYNcmpG9C34dWHV7Y+79oqlVi017BNqXtCHBgH+p1XHjlY7v5/f1bgxq4Dtf1aWPKMjGpMSJZxCjmgH9DDKjwrT0lRD0rlzeL88sKNvfQ+wgBzoPz2h+lmyJJ/rAkC7diyYHDvG16KpkwZV0jImxvrT27feAm65xfoOiW9533PPWYebhg7NfmMr2/AvW8bxH8ifgQOdw4iAKsMyDKTHs5xL+KVs+nxs98MPnK4HDvCwxh9/hBZuEVQuvNA6/Hr99SyUS/0g+VnC0aGDVZjTNTle2IewZOiJKOe/2MkpTZsCX3+du36uXestLIfyvddcozoPOcXn47QrUiT472VCQX4mGsxZzt4SAoEm7PxXTDN9Bh6plUt//KEmwHnx+OO8Kkgm6eYFgJrsG84zdmQTrvLl+XroULWR3jvvKHf6yi0itQmVzqpVPBnP612BwrJzp/MdeUGPHoHvHzrEqz5kBZQ+AXfCBLWJmza57f888ABPPt2yhXfmrVuX7Xftcu423L69927TgXahJuJJrIF+IeIFYF31BKjdmYmcux97pWGw8J1pnnySj4cPq1VHgt/PE1xPn+b8JbsTh4K4y8t8eeON/CuJ9HReDZgd0tN5kmhSktX+/PP5uHOn2utFmDNH/SIkO8ivaTZtct7T8+e+fYH9+fRTXm4diH371ERWoX17oo8/5g3uQuX660N3m9+QhRLTp0c6JDnD7+el/sjvq6v+C8Yu5AgnTqjN4bzYtIkrLiL1W4fcpkUL9Y+fUPEKy5EjzlUbwcItuz3rpKQ4d9QNNyx5zfDhobmT7dKffZY3BgS4QiYKLgQQ8bLb777LcXBzFQkvwMtiR4ywLmX9+29eUrt4sdpTqCCwZo31Oli4Q8171aplLzz5kSZNeOWi8PnnvIouu8ieMlLP5SUHD3ovuf4vUVDKYyhEWsjJwQySwk+JEmoljhfnnqvOQ11JEy6pqTwBTYYhQsErLMWKsco9FLeC2xh1XJx1cm52wpLXDBsWmjuZS1O1Kv8NuFUrNfQ2ciQPDegrLewUK+Y9aTNSjBypzjMzeVWTvvKqTBleBXjNNTwpMzeGW88EF15ovda/041Q896OHdkKTr4kMdE69yUqKmcTZuvW5RVqsvAiL6lQgcNvMOQWPpam/ts0b96cEvNxybrgAp7TYK/gzyRHjlgn8hY2fD6eEHzllc4VS6tW8bLN1asjF77s4vPxSkA3QVXn6NHQJhoaCh4ZGTyvSOYzGfI/ham+9fl8q4ioufs9ZCIX5uUQwXMGk9HkFAAmTbLuAxIJCkuB80IXapYutd4rWZL3limIhNqHMQJO4SUmxgg4BY3CXt9q5PnEY6PJQf7X5BgiD+WD1R0Gg8FQ0Ii0JscsITcYQsAIOAaDwVDwMEKOwWAwGAyGQokRcgwGg8FgMESCPJdBjJBjMBgMBoMhEkT+B50Gg8FgMBgMBREj5BgMBoPBYCiUGCHHYDAYDAZDJDBzcgwGg8FgMBRKzJwcg8FgMBgMhuxghByDwWAwGAyFEiPkGAwGg8FgiARmTo7BYDAYDIZCiZmTYzAYDAaDwZAdjJBjMBgMBoOhUGKEHIPBYDAYDIUSI+QYDAaDwWCIBGbiscFgyBlpaZEOgcFgMLhiJh4bDIacUbFipENgMBgMkcEIOQZDIef48UiHwGAwGCKDEXLyKWvWABMmRDoUhsICUaRDYDAYDA7MnJz/Kv/8A3z9daRDYSgMxMaaeTlnCiNMGgxhYebk/FeJijIVpiF3iI8HUlIiHYr/Bs2amXKbH1i+HEhPj3QoDPkBI+TkU4gAny/SocgdFi0C3nsv0qH47xIfDyQnRzoU/w02bQJOn450KAwdOwJ//x3pUOScY8ciHYKCjxFy8il+P2tzCgP//AP8+mukQ5Ez/HmuVM07EhKMJgcAvvwS2Lgxb99RogRw4kTeviO/kR/LxoEDwHXXRToUOadMmUKvGTRzcs4k+/YBq1dHOhTM8ePAL79EOhS5Q0JCwdck1KoV6RBkn2LFgFOnIh2K8EhNBRYvzh2/ZG7b3Ll5X6aOHwcaN87bd+Ql4c4D3L0buPLKvAlLTtm923pdEOc4xsQU+mE3MyfnTLJoEfD661a7w4eBpKS8f3dGBgtZwokTwJEjTnenTvEwVkYGX9sLcn7E5yv4vZGdOwumoPb116y9OHrU201yMufz/MTRo0CXLjn3p39/4IYb+Hz/fiAzM7D7P/8MPtw0YgRQubL7vZQUq0Dp9wN79vD5hg2RG4Leuzc0jcsNNwCffBK6v34/sGtX9sN1psjMBDp0iHQowqdo0YJV7xw4oNqm/IIRcjSeegqYOtVpN3Nm3r9740agXTt1nZ4OdO/udJeayseUFGDwYKBaNaBpU6e7IUPc7Z55JnfCGw7p6bzCp6AzZ06kQxA+//zDx+3b3e8/8wzw7rvAgAHZ8z+vKrTMzOwJxmlp/GxGBud3Kc8PP8wCXzAh54ILgGnTvO+fPs3a3v373e8PHAg88YS6PniQJyO//baaI+JWNoOR03i+9NLQO0R33OG0GzjQ3W1U1JntaIUTd9HR6jwlhTXKBY1wteBTpgA//giULp1nQQpI587Azz9H5t1eGCFH49Ahp110dOgVzMmT3Mvbti3nYUlPB37/Hfj3X6u9LAVOTQVGj+Zzach0XnzRWqFnZLD7kSNzHrZwKQxCTunSQKVK2Xv29Glg/vxcDU7InHMOp7k9HwkjR3KjnJnp7MEvXuz9nFClSu6EU5AwdOrkXh7tYbRfx8XxN519NjBqlAr/O+/wsU8f4IcfAofBS+OxezdQvHjguXJxcda8LgsIpk/nybAAhytc9HjesAFYuza856OiQtPkuA21HTgAvPSSu/sz2Wv/8svw4q5sWXU+c2bBnOMYrpAzezawdGnkNgD96Sf3chtJCmCy5z333cfj9wCPiWZmAlddxSsnAvHjj8Dw4cCCBeG/kwj46y91nZbGPcZ165TdunVcSQNWrYJbxVSsGHDJJeo6JSVyEwQzMjgeCwp6OgCc/seOZb9CP3AAePRRoFWrnIbMiZuAa6dFC++KUnq7U6cC99xjvde2rTX/uZGbFZrfr7QIbkO1RE4twx13cLps3qzsNm1iDYoXL77otNuyRc192LSJOxGiWW3dmo+iRd2wIfi3CBkZrPWRid9ew1zB0ON5zpzAQ0p+P3DNNVa7qCjWJGVnfofUG26T14Plj9xE6r6tW4Pv+3TNNUCbNuq6Z8+CObdlxw6gVy8+9/mAP/5wd7dnD3eyo6O5DRL3kSDMPbnMxONIMHUqj2ED3BN84QUWYJo1UxkOAB57TJ37/WrMNzuNYUYGF0IZz5cCqWtjzj8f+PxzPn/wQWVftKjVr2PH2J9Vq6yan0AQebvZtAl4662QPsOVgqDJSUtTlfl55yn7lBSVnnolP2sWsGxZaH5HR/NwUTANghd6PrMzdmzgZzMyuDfoVcHr6eKWRmdyVVbPniovuw0rpaYCRYo47Q8c4E6IMGNG4Pe4xcUNN3DjCQDjxnF++O47vl66lI9SNkUIPnWKG5YhQ1Qa2RsWKVOyoEHm3eUkXoMN46WlWSdY//0357927azCYKh+Sx2irxoj4m+48UZ3fyZNCl/bFAyJ2zvu8PZ7xQrgo4847c4911p2oqMDl6X8yk8/qfMDB9zdDBoEVK9uHaLLa1JTA+eXEDETj88E//57s8NOClRiolo9cPo0z18Qxo1T53rPKjs9Bqn07MMDoQhMxYpZr/WC8OSTVv+9+P57Hk91Y+9eVoNml4Ig5PTsqQRInQoVVIOrx+EPP3j3qrxwa6BDQc9ndgJpLIDgca/fi4sL3/9AfP216iyEwpQpPBwEuM8hOn3amdcBNbE91M5FejowebLVzu/nyeW6G7ugZZ+QXKUK97RHjVJpRMTfIYiQY9ei1qwZOIzTpgXumLz/vve91FRrWuppGGxOklujJQsv9Mbr1VdZiPDi669ZO5abSNgSErwnh69fb12VZy87gcpSfkXXwnoJMR99lDNtsxv2MmInPt59BWR+213dCDkAdu4c6lh94vOxgLN9u7PXMHEia0m8CHcS58mTwOWX87k9gyQnc4UxbJiyu/hiPl56KR/tmpwlS9R5UhLQvHnwyWB+Pz/3++/OeytX5kz16dXQpqUBl13m/dzx42duQ69vvuEwSkWanMzpf+oUVxyVKlnj8Pffgd69Q/NbtAxuQoSd5s35+M8/7pNbV660XudEyHnvPU7XatX4Wp+YKZPtvZaer17NPUy3b9qyBbjzTuCNN7jspKQE79WLpuPgQWv+1Vm2zH2V2LJlLED++GPgdwjr1wM9evBRyMy0pq+UQ30ulT0uTp7kFZnCvn280uiff9jvhg29BZUDB3io55Zb3CfuPvaYd9wPG+YtPF58MWtcRFg8etQqMF5wAXDhhRxOe17yQjak0ztvkyeHNlSaFxQp4t2QhrOSU8paMLZtyz8/uQ02r8ieZ+xD74Gw54cePbzdnjzJR7vwXrWqdTVyqHksTyGigIazDH2kXccAdAig+VnX92ddr9FMg6x7dQGaD9BWgFYB9D1ALT3eMxigLQBtAqidZj8FoIMArbO5fx6gtVnv+wagKln2XbLs/wRoGUAXhvKNq1cTAURly/JxwgQ+BjPduhEREX32mdXejX/+IfL71fWJE3w8fFg99+efbAcQbdpE9MEHRLGxRO3bKzePP87HypX52L279T16OO67zxnmXbvU+yU855+v7qemEiUnW/1r356oRw+ijAwV7pQUdvvyy0SXXmoNw/btRCNG8PnzzxM98gi/S3/noUNEZcpYnzt5kqhfP3b36adEHTuq97kxcybHvU5yMlGvXvzO/fuJkpKIunbley+/TPTbb/wdp05Zv/Grr9g9QLRvn4qPI0eInnhCpWtqqrr3yy98fOUVooMHnWE9fVq5LV+eqH9/oh07+F7r1kQvvKDcpqSwuxMnOI2ffZbjQ/LZiRPWvCXXM2Z4x8/EiUQbNhANH+68J+F68EF1LmHT88vnnxMVL+7+7FlnWeP95Emin34iatyY6LrriCZNIlq/nt3+/bfVjx9+IHr/fT6XvKyb889Xbv1+ZZ+czOl+7rnKrm7d4GVVL0MAUZMmRIsWEU2Zwtdnn20tI7pbv59ozhx13bWr0/8uXZx233xjvW7e3Olm9WqiPn04rwjlyhEdOMDnUhfZ494NgOMfINq4kWj6dE47r7Cmp1ufv+ACp98LFrDdX38pu0aNrP5lZLD9tdcSPfMM0S23OMulvWzI9eDBXN50JL+fPEmUmcl2JUvyuy69lGjePOe3p6URvf020T33WMN29ChR/fqcHwH2s0wZ63dK3WQP28mT/E1ff+18HxHR668T/fyz+z0vvwPx6KNEx4+r6yFDOD6JOLwff8z1loQ9LY3rHa88X6wY5+9AHD+u3EudLu+TuLfz7bcqf+sAqt6XawCJRAHlixwbL/+zghBUADgFFiQSsq6vz7rWhZzxLs/FA/Q3QDdpdo0Aut/FbQOA/gAoDqBzwEJRdNa9lgA1hVPIKamdPwrQO1nnLQAqo4X1txC+kQCiatWI9uzh87vuCj2C/X6iL75Q1716EQ0YQPThhyqDSSVdtSpXZnK9bp21QR08mGjnTlU4e/d2vu/wYaKBA61211/PQtQnn1jtr7xSnb/zDh9vvVVlwC1brA0IQFSzJodfz6hRUXwcNowoJoYL97BhRCNHErVsqeJh7Fh+ZsUKombN+Hz4cHa3bx9RnTosABERbd3K7/L7leCjNy5VqvAxJsa9oPn9REOHspu33lL2J09y4S5fnuiyy1TDQsTXANGoUUTt2lnTRk/Dv/5S54cO8beKHyNHqntSWYqJimKhY/9+bmxuvtmZfitWWONcePFFq7uyZVXc2go0ERFVrMjXffoQffedamh0AKI1a9RzTz/NecTvV/E7erTye8MGFiAknG7vHTtW2dWuzcJ427YsCNaqpYSJq6/m46ef8vGGG/i9W7YQzZ3LQkaXLs78J2boUJU+eqM6fjyRz2d1e9FF1uu333b6t2eP1Z+6dYlq1LC6efddPm7ebLX//XcuY1deyXlY4hZQfjzyCDe+w4d71xW//up9b9w4fj8Rp80///B5x458X8qWuP/sM64rJI70ewDRkiVcBwWqu/bv5+def52PIuTonTHJD2vXKvuGDa3+jBxJ9NprfF6njsoDREQ9e7KgXLq0Cqvfr8r1+edzHiXiciz5QYRYETD0982eba1viDgvAizk9Ozp/NZbb3Xa/f030fz5Kp4kfLGx7PdFFxGVKsWNuh7Pe/YQzZql0k2Q+0eOEH30EZ/v3k1UvTqFRIUKnCYSrgEDiDp3tgrLBw6osLrlc7vp2lWlLxHXZ9OmqWu9jipalGjMGBaOARai3PjxR76/aJH65vR0oocftnao2N+AQk5msPCHYrz8zwpCSELOKIBuy7qeCtBABBdyugP0YTD/s9wOBmiwdr0IoMu065qwCTkuz7/tYl8GoD0hvP//BSctzTsiY2KclaJLZNOdd/J5qVLKrl491SjpRm/ErriCj/370/8rGrv7o0fZv08/JWrRwnpPpGsvs2WLqoD1BtWtp/fAA1xJZmaGntGkofn5Zz62asVhbdmShb0pU4gaNGBtlWghxNxxB7uNjfWO1yVLVOGR3stzz/GxWDF179gxohIluGJp2lT5kZFh9bN+fXZ/002Bv2vPHhYQpfAGi4cmTYgSE52aAzdTrx4LFr//Hno8S+Mv1507Ew0axIKOaOCWLCF68kmVZwCiq67i42WX8XurVePrb75Rvf/Vq5UgKFokPQ1E46kbe5moUMF6fffd6lzXloRifviBK2Tdzn4tpkEDPv77L4f1oYf4WgSLo0e5oQ70PtHkxcW539+7V+UzPf7l3C1+unblxkAPi5spXVrFc+XKSnvWoYNy07Onqleuvppo8WJuEG+4wao1BIiWLuUOV7A4lnpm/35Vp1x5pfpO6RxJfpUyJ+b55739tne6pC7s14+v33lHldElS/j42GPWZ+65h+su3e7221m4AIhefdXaQXnsMS6rmzYpu6gody3a7NnW6wMHrBpC3Vx/PWt1nnqK6wypu6++WsWV1ClxcSx0EbGwWqUKWdi8WQmoRCzk/fsva0Yl3NddxwIHYO1MxceruLzjDmVfokTgdJZ6YfVqq5b02mu9n/n9d2u4lyxhI+1H7dpc7po04fL12mtcz3TowGWX/SkYQs4FAH0K1s6sAagVAg9XJQD0GkCPBfM/y4/xAHXVricjS6jKunYVcgAaCdA/AK0DqILL/ScBmhTC+wlgzQIRq+zFrksX7jm2bKl6INJDlcpGjKju5L6YQ4f4KI2Kl3n1VWemdMuoUkg++8y7F+xmf/y4tRK2C0mAElREHS8No5c555zA97/4gnsHb77J102bEq1cyRWw3W1ysrc/ollr3py/be5c77j5+29lJw0f4BSszj3XPY7FDBigztu354pTBFiAK5VrrnEXZs47z9qglyvHPVzdzeWXq+PNNzuHbPSwu5lnnuFn7rvPqqKXIVc9Xl54QV1LmrZubdX+ADzMNGyYUlNv366e+/jjwOEJZD74IHvP2QWm7duJJk/mc7s2AeAea0oKh33TJjVkUqSI6pX6/dYhOntc2YX+YsXUuT6UAPAw5aOPqvu6BlCM9HQzM9XwZqimSRM2dvuhQ3nYplgxjtvmzZ0C1ldfsWZNrn0+bjS98uFbb7GG8557OA5OnOCO11NPBQ6jCBuhGBG8H3hA2VWqFPw5EaRvuMHpl5sZPtxaj7/6qvWdbqZ589A0I25GND1RUaoz1bAha68l/ZKSrHln4EA+P3qUBRq78HjRRUo75pVX5XzAACXQxsQEdw+ozkCg72rfnkcO/v2XqFOnwG7XrCF67z23ewVAyMk6JgLUDazVsQs5bpoci5AD0OdgYWSOi9tsCTna/cEAPWezaw3QRoDKuT+DBwEkskkhgIURPRNKxkhJYTWccNttXCHUqUOUkKDcipDTuDFf2ytLGVP2MjInA+DeiIRDhB+ZL2HH7o+oubt0IYqO5nkPAFe2mZmq4JQsqbRHYqT3q5u77yZauNBpf9llVk2Jl7n8cqcAJ0aGmwAWJvV7zZq5P7Nli9I82AsxkbVROussdf7OO9yAS0VZoQJX6rofrVsrAUzX8Hz3nfX66FEWBI8fZzVt0aKskdH9ql9fnc+Y4RRa2rSxXkdH8zwcgPMXoHpyAH+zqOQB/pZjxwLHvczXkeHNfv3U0GO1au75qHlzq325cmwvmgaAhdvnn2f/7d+gXy9ezMdVq4LnE8lTgHvD3rEja/DeeIMFi7Q0Hu50ywN2RAMq9O3L7q+/nsvJs8/ycBMR+y8V+tGj1kZeFwq7dOHjjBlKm2GfyyMaSuHvv9X8Lt20axda/AAsQLtpJb74Qtk3barKk2ilJA6OHyfats367PDh3EjqQ5H2uHezP3rUOkftt9+cbtw0xXZjF2Z1/+X8kUe4sZVru6Cqv2fkSH5W5h4R8bCbmzZdjMw9sptgwhHAHZrMTO74eJXJZ5/loWG9rBHx/CVADYnrpmlT1qqdd557HSxmwACeq5OWxsJUSgqXFT1e3bTygYQogOvuc89VdYA9z9jtZGjTagrAnJys4zCADgN0PkITchzDVQA1B2ipi9ucDldV1++DNU9bATo32PcREWrUePb/81QEgKVYIhYORo1S97p35wmdV15prdQXLOD7N9zAAol9PkWgiuy99/hZ6ekNGqTC8cEHbO+FDA+J0cfTvXALQ4UKrJmw2z/zDNEff6hrmeRpryiHDVOT2GRytBgvlbaML+vmiSdYvbtxo/szK1Y4vxlQw1mBCoMMOdk1VKKNkUnZVapYVeTr1yuB6dFHnfH5yy/8LSJASBoCSjVs77F268ZztOS6SRMWBjt0UMMmes9IhqKWLbN+S6DvXbmS3cgQgD5JsWpV6zfoqnsdN2Fz9Wq+l5HB3yH2F1zA9iKEErE2QdeuyUTN+fOVXUIClymZhN+2rVMA7dVLTbocNsyZn2U+Syg88QQLBCKE7NihOgcy30DC/+STrGnTVfx2ZA6PdFRGjOBjnz7u7gE1J2rWLOdQ0+bN1mEbfWFAoKHNrl1ZKyDxBHDedJscK43m3XdzfjvrLO4IzJ6thEzpBEmYdaP7Kdo1IuucNYDrFOngXXWVGm7RzdNPO+2WLrW+98AB7lDYh/ySkvg4ZYrSorz2mgrbhReqcz1ebryRv1XmYS1f7h6nbmFzM08+GVwrVa2aVWOtl0f7vDKABVfRQOtaVbvR59zoJCYqN26CpGh99TKsG72TaDdz5rAm0+9Xc0fff5+FUavbgqPJqQrQo1nnoQg5CeDVUvrE45ZwF3IawjrxeBuyJh5n3XcIOQDV1c4fAejTrPPqWe9tEezbxDRr1swhGAS6/uEHnjDs93OjKA3RV19Z3fr9Vk2HXYCYMEGpYXUA7qXI+dSpzsxrR+9BhoI9k9Svz+GdPdspeKSncyNVu7aaaKoXunXr+Oj3q8r6scd4Eqb4MWSI852yMs0lw/4/DkWjoZsPP+SKcskSVi9PmMA974YN+RmpUGUSpW6kcfT71fyM0qX5+v331QoXfSJntWpW1ffixe5xmpKiKntAVfbi16WXqnsXXKCGP6Vhb92aV3/166fePXmyGtu2p9955/F58+a88s3vdw4DbtnCbh5+WE3OBnhMfdIk93yRkGC1sw99ygRSnehoTge9nEyYwMfJk3l+jwxZCqmpHAa/n9NRnt25kwUgvTFr0IArUumNyooTPdyhCPfCsmWs3br9duc9yf8S/kGDuNEM5r9824wZqof800/ubiXt5R3yvF4G9F7xyZNK+LK71c3TT/PQpDT2+uo3r3Do72/Zks8l7iVt3N6p89prVuHf71fCjP6tN96otG9e8/30vECkJpnrK5QAFl4kbPffrxZ5ANYVRfZ0i49n7ZYIUSKg6vO1RFi56CKlnXKrT+Li1Ny1+++3Dg/qxm0BgpfROxXbtyuhaPduPrp1agPlzbffVqML0rbY3ymdU9F0ec1T1Of96IhAPn++ta7kzmMBEXJsdsHm5LTIulcfoK/BQsty8FLvNh7vGQLWvmwC6HrNfiZA+wBKB2g3QN2z7D8DD3+tBWgeQGdn2U8C6KgWFs8IFtNMlgFlE2mk3JY1Hj2q1KiiyZGMQkT00kvODKNnorvuUrP0A6ELVKHgkVEc9195ha937ODGvmpVboQGD1bf/fffPMxFpFTXs2ZZl9zqS+zlm9etU++S+U127YLc14cvZNxc70l26MAFWe/t3Huvs4J5+mn37wwUT2XKqHlVocSvuBMhR9C1RzpSSd5yC6uzZWUbwFo8Obe/Q4SNRo1Y00ZkFXJuuklVft27K20h4N3z272b08LrmwCnEOQWPi9CdUekNBYnTrCA1Lu38uOBB7LvrzBrFk8adkNfzp2a6lxq7YaEQdcOhIO9LKakqOXtqamcljKvQ3dbr546T0tTc48AnncXzvs7dXJ+j9C+vXUoWGfePGf9Jx0e+zukwbV/h1f5Ens9DeS7BbuQY1/abA+Xnr7Sadu3T02IvvxytQpWfx+gVuACHB+yWOXee5UgZJ8XE2iZN6BWMn7/vVVA3bNHXe/fz9pMIqKLLw69PiKyDvu5xXtKCrdPt9/O11995R7OPn1Unaoji2UOH7b6f9ttRJEWcoJuBkiE4i52S4nQIev8AyJUIEJjzSzLuvcXEdoToRYRLiPCtURw2SMRIMJIItQmQj0iLNDs7yJCZSLEEqEqESZn2d9KhEZEuIAINxJhT5Z9DyKU0cIS4pZP2adUKaBWLffdROPi1CZaF17Ix379gHLl+DwmBrj6am+/7buXeuHzARUrhhfuUChVio/R0fx9ycm8adyoUfwDvOrVeXMu+QGi/KPqjjusf8Lt1In/oQSoDa30/1l98AEf7X+BB/jb9E2lZOdhfXfP06f5/y3yzzEA6NaNj02bql9uLF8eyldbadLEueFiKNg3UJQdj+0bIMpmfWXK8I8lZTfcu+9WcbRmjdP/EiX4mJKi8giRut+4sQpDWpp1x2Wv/5iVKRP8FyA5+SVBOLtES/qWKMG7C+u7BOsbjmWXQBvH6eldpEh4/16LjVWb8eWEuDj1U8/YWA6v25+09V1wY2Otmz+Gu/v6ffepc3s+LV5c5SH7bscdOqgyJniVmYYN1Xk4+UFPg9mznfWtnpZSNtwoWtQatpo1Od9XqsQ7OQO8m2/RotYy3Lgxb5yp/6j3119VuKZPV5te2n/mGx8f6MvUe0qVUumZlsZ5QK5jYvhv9oD7pq2BkHrciyJF2HTtyumu/9xUp0IFPtp/9CxhlB3JP/1U+RtpCtBvE/Mv0dGcMdwqwiJFuNGYNo0z0KlT7E4KYXQ00KCB9Zn69XknVIB31dX/pZRXyK6mdkRQKV8eeP11rljKlFH37Y2nviOn/NhQ+OUXLsziRgrGvfeqvyzrFaBAxG5Ll+YGVrZ013/imJrKPzHUtyIXQXLYMN6Zdv58/n1FuMg/jELl4ov5Hzo+n1XQk8bH/s8rsff5OI8ImZkqjkRA1pEKxe9XeU+v6J97zvoOveH1EnIkv7oxdSqHz60CdBNO3bjggtDcAda81KmTOr/pJmfjrcdzqFx2We52DKZN42NMjPvvJ4JB5BSM5bsC7ThetizvkOy2g2+4Qo4e5/Z82qcP1xNXXcUdh+wycKD6+ameH157jTuAdqZNAx55xGrXpIm14S5WzNoZLFky9PAUKWKtSz7/3P23GbNmqfMqVXjX6UaN+LpGDetvQW6+2fq/P3tHddgwYMQI5zvEXenSzrpVF17D/dmyPf9ccYXa4XvePL6fkcHvkHS/9Vbgs8+szzVqBNSp49xFXfKphPfWW/kHqSH8SyvP/7pghJxc4v333YWc6Gj+f5TeeJUurf5oftFFvBW2zn33qe3r7X8TDkRGhntj6Ebx4vzjwR9+4B8Mukncp06pHk98vPu/rUSz48Vzz6m/4grR0axlqVOHr0uVUoUwUI/nwAFuCMSNPA+ohln/W/NZZ6lziUfpGYeK/PsL4LgNpee5fDnQvz83GPp/xLwaqqgorpTtW7a3b+8u9An6zyzl2YwM1irat3d/5x1r/vSqJGNivLUb8pdyt58E2v9gnht4NaT33w98+KHVzuvHhYGoVk390iI3kDIeGxu85x6IcH+y+O237u9r2TL83xHccIP3vZYt+Vcj55zD9VYo6OVHKF7cml+efJJ/XXPVVe7uu3YFbr/dale7tlUIGzvWmr8DaXKCUa8eCymB2LnT2tCLgNOwIf/SIy0NGDxY/fHeLhTcfrsSch55RP2dXoScAwf4x9B6urqV3+z+OLlrVyXkSAfzllusderMmc52ITra/VcxEk69jhs9mn8IK8K/B37ktaATaCzrv2JyOicnHHr35vkFgRg1ipethsvu3WqPkGBcf71aDit7O+jInkHBuOUW6/4PRLy6Q8jMVDsLE/H46bx51l1CJ0zgce2iRd0n0LmN69vt7Et3ly9nv+Q7/H6ewG2PH9nqPRRkH5JQGD+eV0boDB3qPt+FiOedyDb+oQDwRGUini8l6bdqFY/bu02oFZo142WuXrilfXbmvOQG117rtFuxgiey51eOH1e/AwiXf/91po1XegCB80xiIs9lC5XshDdcAPeduXv1Cr3OCUbJks4tA3KKW9zo4dXrnjFjuKxPncoT/DdutLqpWdO66azuh75BoE5srLXukpVYJ0+G9x0SZn1BR6A2A1Dzwho04Lpb341bkInL7n7k84nH/wVzJoWc1at56XUgNmyw/icmrzmTDZh9589Q+Pxz67UIMW5+A7z6Ki/CJJOq8wOzZ/My6DNFfvluA/Phh7x3UyB++40bw/xEdsp/uMyd6y5I5SWff+7e+bK7ufBCtR+bvYMV6NkvvrD+RypcAdaOrCgLlh4DB/KE588/5+0Jvv+ehR03ITK/Cjk+ftF/m+bNm1NiYmKkgxExwvlzb07R55lkl2efZePmd7FiPIQWzl/TwwlTboQ/N0hP5/lF1157Zt43YgTPIzAUHPbuBb76CujZM9IhUeSX8pMXNG7McwKbNfN2o3+/32+dTxdOPbx6NfDAA3zMLjIPJ9y6zysNvcLv8/lWEZHrAiCfD7nS8hDBs8Y3Qg6MkHPokJo1X9DZu1eNMRsMBsOZ4sgRnm9pn1sXKuHUw7t28TyksWOz965w35cT/4IIOZnIhTk5RsgJwn9dyDEYDAaDIS+ItJCT58u3DAaDwWAwGCKBEXIMBoPBYDBEgjyXQYyQYzAYDAaDIRKEua1h+Bghx2AwGAwGQ6HECDkGg8FgMBgKJUbIMRgMBoPBUCgxQo7BYDAYDIZIYCYeGwwGg8FgKJSYiccGg8FgMBgM2cEIOQaDwWAwGAolRsgxGAwGg8EQCfJcBonJ6xcYDAaDwWAw2Fm6dKO/XLnMXBB0GnneMUKOwWAwGAyGM06nTnVx5EjOxZBA/xk3w1UGg8FgMBjOOLkh4ATDCDkGg8FgMBgigdknx2AwGAwGQ6HE7JNjMBgMBoPBkB2MkGMwGAwGg6FQYoQcg8FgMBgMkcDMyTEYDAaDwVAoMXNyDAaDwWAwGLKDEXIMBoPBYDAUSoyQkwekpQXegdFgyC369Yt0CAwGgyH/YoScPODuu4Fvv410KAz/BcaOjXQIDAaDIduYiccFkaQkID090qEwFFbq1AF27ox0KAwGgyHHmInHBZGoKDVcRQT06BHY/alTeR+mnJDfwnf6NMerzwccOBDesz175k2YziRbtwLDhgH+PK8e8i+zZuX9OwLl+4MH8/79BkNek5RU+OsRI+TkMtL4+v3A0aPAPfcAkycD48d7P1OlCpCScubCGA5vvgmULx/pUFhp0AAYPJjPK1Vy3ifynhM1aVLo7/nhB2Dt2vDDl5fId6WnA3PnRjYskWTFirz1v0ULoEQJq52U4WPHgLPOAg4d4utA+e1McuAA8PHHuetnTr8rP8RLJCDiuvP4ceDDD5X9pElAcnLkwgVY0+SBB4AvvohYUM4IRsgJg5UrWYsQiIYNWci5+WZgyxZg+nS2f+QR72dOnsxepZ2WBixbFv5z4fDoo0BqKjf4kUTe/9NPwK5dwJgx6t7+/Va3Y8eGJ8x48fHHwM8/h//cP/+wtiVcfvwxuBsZBp05E8jM5PPC0JBMmgTs2wfs2MFGZ/duZ3yePJmz9wXKzz/8ACxfzud63EoZzsjg46ZNfIyKAoYMCc3vnBAsf3zwAfDaa7n3vvXrWZjLyfc891zuC16RJpRy+vLLXHeuXQsMHari8Pnnw9c+A8C6dcDhw+E/54a0TQAQFwfcemvu+JtNzJycSPDnn8ALLzjtb78daNw48LMbN6qK8eKLg79LhCa90bbj93Pv0U5cHHD55cHfkRu0anVm3hPo/f/+C7Rs6bynVxpE3PhIhXDnnXzctcs5Tyozk3tawtGj1vvp6UBsrPN9R454h9PvB956iys5EUJC5eqrWXC1h8seJns4BgwI7z3ZQeIxHPT4PHQI6NvX3d2QITyM+OWXwMSJwEcfWe/PmgVMmGC1y4mQc+ed3vmZyHpv+nRgzx6rsFOhAh+PHFHpJHnw6NG8KytXXRX4/qBBSgATjh3L/nDE0KGcbvbv8coLd9zhtNu/31muckpu+xcIt2+96iolGIwfD8yb5wzT33/zcdYsLrOtWrGgsmuXs1MGBK5TAODpp/k9oYb3rrvc7yclARs28MjB0aNA5cpsH8GOUt4PlhHRf940a9aMdBYuJGrblhyIYjoz03nP7sZumjTh+/Znx4xRbrxYuZKoaVPvdyUleT+bUwCimJjA4bMTKH6y+xxAtGOHNU4vuECdP/ssu9u3j6+7dSOaPVuFGyCqV4+P8+ax3XffEV11lXqv/RvvuYdo8mQiv99q7/N5h/P331WYFi4M/K3FilntKlcmevhhogULiNq0cX/uyBFn3qpaVd0fNSr78R+IcNLf7ZktW4jOOYcoLY3opZfYbuRIPl58MbutXp2of38uE/r9l18mevxx5dfIkUQtWxJVrBj4/fZ40NNZwibvEFJTVX4HiAYMUGUsNpZo9Wpr3Ldrx8cePfj5GjW8/c4pUvfo36WfA848deGFRImJ2XvfDTe4100A0RtvuIfPzkMPEb39dnjv1ePNLQ7t7zlwgGjiRKfb7JQD+zNu3yRxsn+/NS+4uRkyhMsnQBQXZ3Xr96u6JVi70qYNuxk8mKhFC6LNm93d6fVdRobzfv/+fO/PP1XdAXC+11m+nGjgQKIVK7zD5MWrrxIlJ+thQiJ5tL0AZXq1meEYL/8lSv7zxi7kLFrk3shIhFavbrU/fJjol1+sbsQULUpUvDg3sETOZ3UhZ+VK5zuJuJISIcktPAcOuD+nM39+cDduREdz5R5OI1ejRmju/H6ir75S19WqebsFiHr1ssatNI56xXHwIJ83a0Z0223WQi/mrLO4Qvn5Z76W93pVVG++yddHjxL99FPguNAbQf3b3L4HIHrqKWXXsKGytzdWwoEDzjx29tlOf7dudT6b3TzwP/auPN7H4vu/n7tf+75kJy0UQossqVBSISUlIaXV0vpNCm1USiWhTaG02EpoD6VCZMmaLNn3/br75/z+OPf8Zp7ts1z3uot5v17zep5nnnlmzjPrmTNnzki8p/LNhg1EZ59NdOwYtwn9/aWX2v9n1CiiH37g+9df52ujRqrj9BtYnHC2Nb2cAR4onHGsXm2Pv29fvpYvTxQXR/Txx/b3V1zB13vvtcf9zTfZyzOBMOI6AKLatZkZJmLGPi7O/r5ECfs3MhHIDtq2defzpk3KT2f+09K803EyObNnuycNTkg8331nj1PyxJmOTAKd/n79ibSDRYu4vwj2TTAmZ8kS/7oofm++qRhfZ9jRo5mBJ+KJk96OBStXEv33H1Hz5vbvv/ySJ0RetK1c6d8+hGnXwwBEJ0540z94MNGCBe54gqFMGaIDB/S48pbJMctVDmzfzjo1RP5htm1TYa+/HlixAnj6ae+wGzfyLg1Zv5dvBXo6r73G4u/bb1d+11/P9Cxfzs/vvw/MnAkMHKjC6CLq7dvdNKSkcDzZQVycW9ztlYaOcLc3p6fz+vChQ0D37qHjHT/e/ly0qH9YIs43L+zdy3kSlVX7Q6Uroui1a4G+fYOH1dM8cQI4dix4+FdeYREyYF8a81NE9zJNIHWoQwcgOprvp093h8tuHRB89JE73Rtu4HRDISWFlz7S0/l/r7lGvVu82B42Ph5o25bvH36YrytWeIv5g+WvtLXevXk3lLOcvRQunbu2ZDlq/35eSnRCdC2iHD2pLN1cfz3n044doeuZjhtuYLoXLOClV9nNtWMH6y4RAcOGuWly5odXP7Z6NfDEE+rZj67UVLefnmfy/t13gauv9o7DmX6wpUIdgYC9HwQ4T/zCOvMf8P8vaQevvOLWN9K/Edr37uU6u2RJ8CVor/SSk4GYGO/wR4+qviU+npdFnXj7bWDuXHe6RMC4cbzE7UTDhv40CpzLmn4mTzZsAB54gO+3b1f/2L27v6rEoUO8+zNM5L1OjmWBLAsfa88xloX9loXZWc+9sp5XaK5e1ru6loXZloVNloVlloV5lgUPrQrAsjDIsvCvZWGDZeEazX+CZWGfZWG1I/zzloVVWel9b1k4K8u/o+a/1LLQItQ/pqeX+n9Fw+rV/RuNE9WrA3PmBGeI4uOZUQC44C3LXmH1b6OjufJ9+y1fiTh+feBcuxbYvNmuEKtX2OrV3RV47tzQ/+KH2Fj3/1Wvnv34dGRmcgfw7LPAlCnspytwhoLoRjjjFPgxOYBiLMKBxJmQwDpXANCnD1+dea2nOXKk96465zcffshXncnxoz05meNcscL9bu5crm9AaDtNTz0V/L0X/v7b/vzpp8Ds2eHVr+Rk7tRFf+j77/3D+jGv0iZ0vPWWO4wTixapnVD6wF2smDusk7l0KnvecQdfWzh6lagoe54KszlnDv93vXrcbiLJ948+Yp2gYcO4viUmqv8P1w6XV9909Kh9cPdrz3oaEo/8F6C22K9dyxsC/NLT/7lkydCKuzEx3Ob0tJzQyzkQCB7WD3Fx6h+J3Hkqu6AefJDr+qWXct/rB+l79XgGDXLXyTp11CRM8kvaLWAPT8R1a9EiexzC3M6bF/wfnZC+LFwmJypK5UP16uyIgG++Cb7pJYKNNPnCTk4SgAssC4lZz20BOHnOz4nQSHNrLQsJAOYAeJcIdYjQBEA/ALWdCWQxRd0A1AdwLYCxlgWpth9l+TkxkggNiNAIwGwAwjv+BKBhlv9dAELus0lPr4B//gGmTuXnlBS2WOw1G/bCX39xhdU58YQEvsbHqwr6/PNcQZyVWBAdzQ326FFWcJ48mf1FCgTwTNOylHY84K6wzq2vwmRFogi7cSOwbBnnRU7aUdBn7RkZHP+WLcpv5Ei1G4MIuOkmlQ9OjBjhjlv+MTVVMQrr17u/jZTJSUqyD+YTJvDVawu7Dmfn8dlnbDJAh/yfU8nZa1dKhw5cH+TfRowAatdWg7eUdagdLc68CwfHjrFyMADs2sWzOUEwRr93bw4PqHwTeDElvXp5x/Ptt6HrsChSyv9/9hmX/y238PMrr6iwznYCuJmcH3/0TkffFgxw29XzVFdETU5WitKR5vvBg5xHJ08ykyP5pder558PHc/bb6v7Fi3s+RgTw9IhsdL+2WfMXMnED2DJ8bp1dmZCNk3oSuCvvsr9oQ49L7wYSydksid96I8/Ar/9Zg8TG6ukUZ06uaWB4UCX9v75J8ejQyRJ+jjwzTfqXnbO6qhc2d6+nf09wDsF58/ntEeM4EmevtGgcmUug+PHWdnYa1OKl5J3OBBanBMTp7K/IDmZy3nOHOX37beqTLdtU8zOZ58p6Wn4Y83bAF7NARcEwdaystbMTgA0HKCbs54nAfQ/gGZnPfcCaIzHd30Amhgq/qywgwAapD1/B1Az7bkmQKtDfD/Ow78ZQOtCp59OH3xAVLYsr+8NHcrXkiV5TdGpbAjweqjcN2nCOjzPPKP8ZL1WFLr0by+/nGjHDr4vXVr533WXUpzV0+jWja8//ui9Hvnll5zGmjW2Ncr/x/ffs9+xY8HXUhMSWJfg6qtZgfXJJ13rnv+/Ji/o25do7Vp7PPJe/A8dIlq3jv9ZFDS3biXavt37fwBWLHXqagBEy5YRffQRO2e+3n03r18DRKVKEd16K9/PmuWOZ+1aXmuW5+uus/+XHvbpp1mnJMSaMBG5dTb0d4GA//cZGW6/6GhWbtyzR8VRtizRgw+yHhjAytW6oqzufvhBfSd1Y80aVih01hHB4cNEN9xg92vVisN37Mh6A5mZRG+/zX633sp6IaIvs24d1wnJw8sus7epU3ElStiVzcW98gqXsdDZqpV/njz4oLp//311L4qY4bqjR+3PXbr4hx00yP78++9E27ZxWfburXREKlTg8nHWvzvuILrySrvfvHn252nTiK66ivXQpLyJWJdPr4dz5/J9QgI/S3s5/3y+ik6bn3vgAXUvadxyiz1Mu3aq7ohO09q1qh8CiCZPJtq8WW2aOH6c+xbRk/r2W6JzzuH7li1V/t59tz0tZ5sSfPGFqgtOAERPPcW6hp9+yn4JCawrpm8q0ON97z11X7RoeHVE2pm4pk25rgb75s471f26deGlU68e0eLFRCkp7nczZ3IeSV8rmy+83M8/cxzOfweI6tZV93p/2qkT0e23q/5r8GD1ryofg+nkjMwERtKpOr/4s34lLCanAUDTAEoAaAVArWFncvZn+YtLBGgUQANCxZ8VxxiA7tCeP0AWU5X17MnkAPQiQNsBWg1Qec2/M0DrAToEjVkKkj698w7RWWfZCzYxkahfP6L5892F3qhR8IonTI4o2b30kv199+7251KleDdPp07uuGQA1t0jjxC98YZ6dlbM998neugh9hclyN27ifr3d2vxOxU6ixZlBTVRUhN36JDqNImInnuOO6Ivv+R82r1bVXIZBIm44wCI+vRhBoqIlRo/+MA776Ki/PN1+XI77fq71q3tu5t0JwqsAFGLFsxA1qun/ITZTE3l/NG/ffppO0Pk5fRdEk73wAOsJHrPPXb/O+5Q96IkXb268qtSReWb/r/9+vF9ampwxkny30mXKDEeOqTikjqwfTu3A688vuoqHgj0uLp14/qyezeHXbyYO7hPPrGHcyqN+7mnnvIfRFq39va/5x5uv+HEH64ThWLdSd3v0MG/rL3ckCFuPydjsH69um/Z0v6uUycerEuWDJ5Oq1asOCttYNAgoosvVu+Tk+19xokT7nLRJ2qh3HffcZzXXutf7/r08f++fHlmqJOSVF3X6RV39dV89WNcdbdxI9M0dqzdf+pUpkfatjCNU6cyo6WHvfTS8Mt33z5mVL3eyURE3PTpROnp4efvjTdGVmfr1PH2X7Uq/DiWLyc6ciR4mM8/D/2vADO7kyYRFQgmJ+u6FKDeYKmOk8nxkuTYmByAZoKZkRkeYbPF5GjvBwH0rId/K4B+9P4GfQEsZceNQrbTASxV8SrgcBoawAMQoBq7s9HpTpiQSJ1eGZ3xSyf67bd8ve023p0AuLecFy/OHZ58W6oUMyYDB/Jz167utIns3D1A9M8/6r59exVO/CyLtxGLn3N3lDiZkTvdXXdxGjr27iX65ZfQefX662rnTLCO99FHVSMuVoyvTz9tD/Prr+44evbk2alfvBdc4Pbz2inVtClf4+O5HACizp3V/wI8Q9QR7L+JvLedO8PIbq5HHlE7Ad97j6/CpIZyDzxANH48MwP9+7NfuB311VfzrqoBAxQzIRLUWbOIatZk2vRvZKC68krexRJuu3HuLPGqe9J+pT2sWqUkMs58b9bMXkedcdaq5fa7/nr7szC5fq5FCzuzdPvt6l5279x0k/0bkUyLC1cCodcLrwFy1Ch1n5DAEiivb4nczJzTxcba24GzjCN1r73G18svd79LTnbnu3OyKU6YZukDvFylSvyPflJeIiU5HDOGmblQ7RVwT7Z19/33vGsTIHrsMf9w48ap+9tuC55eu3bqXl+hiMSVK+ftz+0hKJND+YnJGQLQQYAuRHhMjmu5CqCmAM33CHuqy1XV/d4DtBmgciH+kUaPtheOLtbWnb7NNybGuwN79lmuzNOmqcbuJ7WQxpCdikUUXEwO8HZTwN7h/fILMyhr1/LWy+ho79lmixb+eRGMZn0J7o8/3O/Ffo2f06VZen4H23o6e3bwOF95hUWqIo72CzdggBKxHzrEUiXn7DacpY25c/1nVoCqG8H+HVD2MV54gUXJ5cqxBE0HwGUIsBRAGFsppwMH7HGWKWN/7tnTXaZSr5xSLd15DQAtWjDz6iWWL19eMXFe9WnLFjaXIMsUTujLl127hpZiOZ0wAcG+09vttGn8H7Vr87Mwu3q+A/alq6VLVf3JSVehgl3q8sADTB/AZigSE1kyKBLUnHDO/9T9vcJPmcLXHj384ww2gDudlwRdJk+Akio2bKi2Y0fyf171d9gw+7Mu7b3pJpbGyP/Xq8f3TvtdAEvfiVhS+sYb9nos+QTwclKpUkzLrl3B6Y2P52VKWWL0k9AUKcJLgc7VA93JBGrAAJa+ijTOuRwYbHIejuO2UHAkOVUB6p91Hw6TkwjQvwDdqPm1gjeTUx+glQDFA1QLzJhEa+9dTA5AdbX7fgBNy7o/GyAr674xQDvl2c/FxByyVfw//3TP3qXyZ2QoA2BRUe6K6WeYzym+1x2Rfa1blrq8OouOHe3fBavIgJq9eVXWmjVZiiPPXrOuunXttjFEIiED5Xnn2cNfcw13OqfSMJ56St3rovtgkHXi4sXVbFoXfQ8frgY3IuX/8MPey4ESTtclqVaNr+EwOURsnMzpHxfH1x07OExGBtHzz6v3R47YjYbpTN7SpXx1LjcOGaLE4OPH2//v2DG7hM2rzMR5SXyC6QW88opdmieMVqVK9uVBGfQTEoLXZUHlyjxwOKF/G2x5UNxtt6m8zMggevVVd/nHx/MsG/C2U7Jzp5qxDx3Ky7EC0UM4flzF9/vvrKdUty63TacEz0966VXeQ4bYdbUefti+5Cn/IbP2Bx4InSfBnHOZzCvfnfknrnVr5e+0C6NLAoWBDeaEsSBSfaC0m5kzOU9SU1XdE6N3ToZc12/RnUxMZRlM3GWXuRlgnWn86it7nki6W7a403j7bX734IPMgPnV5T17mHlKTLTXKZGuDB7M0pVy5Vhi+Ntvygih1xIRwIzkjh2cj02auN9/8QX3/XoZ33uvPUxCAtsT272bJ1XOOEQtIZQ7+2yiAsPkOPxC6eRcnvXuPIDmgpmWPwD6HqA2PukMBmgTQBsAaq/5fwrQboDSAdoBUJ8s/+ng5a9VAH0NUJUs//8BtCaLjj8AahHqH6OiTvx/ofTowYV+7Ji9sJ59lisakTKS1ayZe2Dww+HDvH4rymi6iJvIXmHXruWKvG8fi/sPHFCKYzJg7dzJ3+mzAnG6Qq8wOWLELpjzmpGIkcOTJ1kxTYxu+bkffvBfbipThmc2up8wjOK6dGEpiDTkzz9nXRDR+fBDaiovkRQrxp19165KUbtCBR6IiFQ8et77KQMK5HnfPv4H3WCcUzkbYKVSImaALYuXR0SkL4p/Bw+q+EWK9u23LFKPiwsuJvfDnj3eg7++tAGEHmj9lIRr1bIvqxCxbppXHaxeXRnUTE3l/9WlVH37skTvppvcZbt3r7fU7qabFNPiLBtAzfwlnV697LSOHs1STCIe0CpWVErdgBqodRw5wpIuIu7sdSaHiNMKBLg979/PzOahQ/zPSUluCaOXxFRnXGQpYtky9z+uWaOWREUi2akT1/PXX2danXkycKB9M4PTdeiglNulnsgSjmD6dNUX9O+v6pq+XCKGTPfsUdJjcdIfWBYzJitWeC/PCZ3SF0p8AE9SAJZeCGrUYEmxDj0+kUo4JWsy+XFOZH/6yR3H4cPu90T2OpuZyXX2lVcUQyeT3SNH7NZ/BcIYp6SwsdGYGPVOZ2aJuH7t2aPq18GDLIkh4ridOjTlyqklQC89roULuU6LJIrIPskGmDm/6y7VT3n1QeXKEU2Y4H7XqZOTpnzO5JwJDsgkgJXgundXBa8X3KxZPEsjUpKWpCT7LC7YAKRDxN+AslasVwova7USPi2NmQ0d+lKbaLXLzAdQR0J4KYzpiqTJyfYBTmawgmPHOA+c67b6Utivv3KH50xn+HDeHSN6DS+9xAO/PgB36aJM+kvnsnBheHlKxBKg8uWVMu3ChTz4eGHwYPvOC53W4sV5xqm/i47m+3r1FJMjsy/57tln7XVg3z7OGyKW5JUtq/RBdInfE08QjRjB9+npLCFcvZqXu6Kj3bvQwoG+VObUxZAZrN/SgTM/xO3cqXQmpA63bctHNujhZFCRnRo65P1zzxF99hlLD8PFQw8pmgV6nRaru9IeevdWO3qIWHdCaNqxQ1kOJmLp1uefB0//xReZqY0ER47wd4EAK+oSMT2ib9Svn9rlVb688tdN8q9YwX6ij7ZqFTPQftDLQtqTPFeowBMRpzVhIjWb79OHByqBMI9OxvOhh1S8q1crf5EIyRKI9JeXXcYTFj2MV70j4vpLxEuBjRrxcq2T3kqV1GRPoEtzhFF48027ZFEmVkT2DSSHD9vzqkcP7hOlX1282D/PBc2bu61O+0HakC5hJmLGVPphL6Sn2xkuneYKFZgBOnSI+7iWLd27VIl4In3eeep7vSyvuYaZHB1bt7JyPJGy0t6woffOYydNea2TYyweAxBzQSVKuN+MHQu0b8/WNps1Y7+LL2YbB/HxbGNCbJOEC7FxU7KksoYZHc12MIDg8cXGAldeafcTA2VFiyo7DvpJzmIPpGtX+3eJiWx/Q2xfxMdnVckseNnfadZMHVJ67rl8TU620960qZvuLl3YgJXYp+nWjQ2ICU2BAFCjhqJFbMb4WQv1QkYG0yE2GhITlSErJ9LS7JZ677pL2bdo185tW6dcOb4KfSNGAMOH28M4DZLFxKg8bNECKFIEaNCAn8UGCMC2WeQ5OprtYmRkcP0gAqpWDf7fXti4Ud2LPROBHOInxtzCRUKC+kepw999x8bNpE42aKDy3OtwU4AP43z6af7HSIy4RUezfRi9TojRzqpVOb3MTFX/LIstJ48cyc/nnKOMrsXG2m3NPPYY0KZN8PTbtAGu9bLYFQQlS7IxPMvieiWQNtmqlbrfu5fbltMQnliwlfy88EJlDygYqlVz9xVvv83/odMiEBs2XbuyAUJBZiZbNHYaqExNBS64gO/1+ix2ZcS+y8UXcxy//67sDum2czp1Ura4pKyk/pYowXZ3vMrGy2CgbsRV+rLMTHtb1+0j6RajS5Wyx3XVVaovTk21G+zzQ6VKwHPPhQ4HqDZkWXa6o6K8xyJBTIy3pWOAy1DaSPPmHI/k3Qcf2NPQoVtDv+Yad99fo4bq76Vc09O5j9XjkvKLAPnCGGChR8OGXGO8Tn4uVszb+jERN7DYWG+DZsEgnYXeSMUQoMTtBWFmnIiL404mPV11VDqj5GX0DAAuu0zRodMl8KNDjLUJ7bt2ATffbPcD2EidTkNaGg+CNWvy8znn8LEOknZmpsrrIkXYhP3FF3vT4IX69YF33lENrUiR4EyOnkeXXQa88Qbfp6TY82LrVmUkbuFCtl775JP2ozUAoEkToEcP9axbNI2JUYNqjx72+Bs1UsyPZfGAe+GFbM001OnEfghm7VkGuPPPDz++t94CSpfm8n3ySRW/XMWQXEaGynOvdlO/Pg8WlsVlEM7AIRAjccFOXY+KUu1RaHvsMXc4J5PTpw9Qpkzw9C+5JPRJ4OHgzjtVO42Ksg924ucFP6bRD61bq/Zz3nl8bdnSP/xFF/G1XTv70QCtW/NRMk7IsSyAnfGUduVkRi3LbnxPMH26u6z0+mtZbG3Yia5d7cyVE71781UsIpcpw21Pr3NiRFNvt02a8DUjQ5VFu3ahDX8CbIX9oYdChwPs/6i38xdeCD8OHTEx3N9kZHBdadeODfRJHxQVpf7znHPsBhT1Y1b0/w6GP/7geIT2Hj2821pewzA5AKKj+cCXKlXc7xITgw8YUVFqNhMpGjSwMznCbFSs6B3ez/JvYiIPiOedpxqwPoDXq+f9Xc+eig4v6NY9dUjcAwYA06bxbHXSJPUfgosuUp1jYiJ3NnfdxRaO9QFFrJnqTJ9lcXmE09gEd97JM+0iRVSafpaNU1LseXTPPWrW62SMypdXnWGJEu76MGcOm7a/9lqVDwAzcnJ8QXy8Yir0MAB3xs6ZmczmSpa0+zuPMQgGJxMGcF1NSGBJlW7FNBTKlVMzTi+rtVJu6en+jCXAHa6U6fXX+5/55gWR5Oh1Qs5M0q1yhzPpiIryZ+JzGxMnqolHmzbBjwrQESmTo/dnn37K12BMpW7BWkdUlPdEqXJllpqVK2dvS+FIXxMS7INvdjBmjLt9AGqgjY4GLr+c64ZlcXuaNImP15G8EUmO3ialn5V6dOGFbMnZr1/WUaxY9o6Y0P8jMZHzM9ixCV6Qo3EyMrgMoqOZnnvv5b6xXDn1n5IfTpQuHT6TI32h0O7s1yKlP7dgmByoQevxx9XAD/CBkImJ3rOFcePUt17nCIWDhQvVgBETw6LkQCDy5a+oKJZErFih/kWP46WX/L910n/DDWqWFUqKUrMmL0PpkI74k09Y/NupE3es8fFqScuJyy/n6003Rb4cEAxFivineeut7kMFZUnq55/t/gkJwJtv+qdz3XXeUpHoaDUDLVsW+Omn8Oj2gvyH14zWD16z9nnzgAoVWPRctqzyf99x+InzaAVJNyoquMn2UEwOoAa38uWBs88OHlZHly4sbbvxRuVXujQwdKj7qJQ6dfwHbYDzc9So8NPOaSQmcv9SooRiyoOhbNngky1n3ADwzDPKT5aYgx1qC7gPwQ2GF1/k9r1vn335LCYmcoYsHEifGwpydEcgwJMHZ76dc446aNLr0NWzzgLuu0+1n5Urw6dRr5unClGPCBfXXstHfLz9tp3Rql6dz0EL54Deq6/mZc5IJh+Adz/brJl//6sh13mQCDQeCj/q1GEnuPde7jC9Tti97z51b1ms3xDOuSw69MYXFRX6hOtI4gvnsMe6dfn/LAu4/37289KniQQiNbr1VsUAybKE87BDJ5z6A6eK8uWBpUtPPa2cKBsg/EHKCwcP8mCY3fJp2ZLjcA5ySUnsV78+M62NG7N/q1Z8WrXkX61afNWX4JxYt45F5HJ+TU7j0ku9mbyBA+2D1ZVX8mGiwTrYuDh1yGpewLK4fwHCYwjuuiusAQOAqivOydLJk6HTEprCgXPJUiC6aJbFuhw5Bb3PDUXXs8/y8pIcinzsmP1Uc6E5NdV9DlTJknaGKpJ2G2w5MLdRvLg/Yx/uP0yezPUmUumaX98udTEIAshlRsdIcrKwapW3v2UFX/cVFC3qf/R8XiAqyvu03+bNueM56yyWoMh/jx1rD+eXH4K2bd2DXfPmqjFFRyvR+OWXMz3hdtI5CT99JD80b56/ylGQmAisWRNZh1u+vJph338/f+8sgyJFWCn6kkt4GVGURnv3ZomeUzegUiV/6UuRIlwnZs3yp2nGDJ5J5yRKlbIrgVtW3tS17OLxx0NL+V55JfxJlPy7c9nEmSeh2nh2IUuBderwYY7BkFs0DBnCjHlsLDNdZcqw5MmJtDS3FLMgIifycdUqHuuys3zo197yQzvMMpp3ZqNp06a01G/KXwixeTNLp/TTvyPFjz+yfkc4yngGeYcvvuCZanab+aZNwP79Skk9GLZvZxH1jh3BJT4GuY9PPgm+XJfbKCjlX6kSSx4jVREwCB+WZS0jIk8ZtGW9mokcELYQPeY7/TPLVWcgdCXn7CLUdluD/IHERJa6ZRfOJdxgKFky/CUFg9xFXjI4APDEE3mbfrjYvj139IcM8g8Mk3MGIhDI/o4Gg4KFdu1OXc8qXJQooRQWdTtNBmcexJZKfodhcPIcuT4SmaHuDAQRa9AbFH7Ex4dnOC6nkZMKpwYGBoUWxhigQc6jdm1gwYK8psLAwMDAwCB3YZicMxRmucrAwMDAoLDDDHUGBoUcgwfnNQUGBgbZQaRHBhVAGJ0cAwODU4PzIFEDA4OCgTffBI4fz2sqchVGJ8fAwMDAwOBMRErKGSHNyVUYJsfAwMDAwCAfIi3NMDmnCsPk5FMsX+5/7pKBgYGBQeFHevqpG27N5zAHdJ6pmDuXD9Q7XYbcDAwMDAzyF9LSCj2TYw7oPFMRFcWWiQ0McgIF4RwhA4OcwsSJwPz5eU3FqeMMYHJyHYbJyacoTEzOkSPAX3/lNRWnhoLMJMTGcmdpYBAKBbme61izBli8OK+pOHWkpxudnFOFYXLyKaKigFdeyWsqcgZ79hR8JmfyZD6tuCAiPh5ITc1rKgwKAi6+GDh2LK+pOHWULg0cOpTXVJw6CpokZ968vKbADcPk5FMUJovE6em8FbIg49ixgtv5Gybn9OHDD/OaglPDtm1AcnJeU3HqKF0a2Lcvr6k4dRQ0xeOrror4E2MM8ExFdHReU5BzSEsr+INsSgqQlJTXVGQPBZHJ2baN9SoKGlavLtjLC0WLFtx6riMmpmAxB34oiFvIDx6MKLgxBnimolQp4M4785qKnEFaWsGX5Bgm5/Rixw7gnXfymorIkZpasCUhhYXJSU8HihTJaypOHQVNkgOwDmZ+gmFy8il69y54A5Mf0tML/r+kpPCW/oKIgsjkJCQUTGYhJaVgM/SJiQUz351IT2eF+4KOgqaTU79+/usnjZ2cfIonnuDBqTDASHLyDoEAMwwFLf8zMgrmIFXQJTmFhck5ebJg1h8nCpokJxuSQKOTc6YiMbHwKB8XFp2c/DZDCQfp6UCJEgUv/1NTCyaTn5JSsJmEgsgQe2HQoMLB5BQ0nZyiRYETJyL6xOjknMkoLDYrCsPuqkCgYEpy0tKAYsW4DAoSUlOBuLi8piJypKYW7LpeUJcJvVAYmJwzQJKT6zBMjkGuozBIcuLjC6ZBPWFyClr+p6UVTElOQV+uKiySHKBw7FCNijJMzqnCMDn5GJaV1xTkDNLTC54kwYmYmIL5D6mpzOQUNAatoC5XFXT9s4LKzHuhMPSfe/YAM2fmNRXho1gxo5NjcAYiLa3gi44Lqnn1tDSgePGCN3AVVCanoC/3xMYWTGbeiUaN8pqCnME//wCjR+c1FeEjG5KcXNfJMburDHIdaWkFU79CR8mSBbPzN0zO6UVBX+6Jiyt4dcULHTvmNQU5g8sv5/ZbUGCWqwxyHflRWTk9veAzOQVV9C06OZEOXK++mjv0hIuCyuTEx4fH5OTHdgpwOy2IzHxhRatW7MIBEbBrF/DJJ7lLkx8yM5nJz2/1xzA5hQiLFgF33JHXVLhRGJariPLvwBQM2WFyfv0VePzx3KMpHBRU6V9CQnhK3mefnT/rU2wsMHt2+OHnzgV++in36DnTEUyy9t9/9qWss88GqlQBRo48PbQ5kU0DjEYnJy9w4EDucaOdO4cX7tln/d8dP263RfDKK8CSJUDbtsDKladGX26goA5YhQHhKB7ffz+wfLl6lpljXg7C4UpyOnXi6+7dwG+/5V0HLwh3uWrHjvy54y0uDvjhh/DDd+hQeJaGChq+/x4YMEA979nD17w6mDQlhet/hDB2ck4nDh0C3noL6NoVuOce4PbbTy2+jAxg6FC735df2p+J7FsEw9ku+MorwOuv8/133wGTJwO//86Mz5o1+W+GWBiWq4D8u2QVrM6kpLA+UTAmZ/p0oHFjYM4cu39uGz901n0d4TI5X30FfPopcNZZwM6dwB9/5CyNToRqn+EyObGxwJAhOUNTTiEjA3jpJe93wf47EAj+/ptvuH/Kz8jMzNt+MzPTOw8tS9E1fLi9bhUtyteNG4G9e1V73b2b4xo61D3+5BQ++IAlSTqSk/PnErNhcjSccw7w8MPc2CdO5M7zVFChAjBiBIv/9+7lwcSJDz8Enn6a7/fu5a3KQPiV86efgH//ZboFDz3kHTY1Ffj66/DpzylkZBR8mxWW5V1+eY3MTKB6df/3ycls8diLyfn5Z2DZMmD/fn7+/nv7+88+yzk6vTBlCh9f4oVIRN+TJ/P11ltzX+m3atXg78NhcqZP53/La6mTE0K3V98T7L9r1eJ+a+NG7/fffMOS5nCRns7M66nAi2EJ1n6fegqYNOnU0jwV1KwJVKwYnMaRI+0Tj+7d+XrOOcBll9nDVq0KPPccOy8sWQJs25Z9eidNArZssfvt3AmUL8/3+amvNEwOgLS0ikhJ4SPiS5ZkiU5O4PBhbrB33AEsXQrcfLP9/bRpQN++asvpn3/a3zsb6sCBwN9/Ay+8oPyiongmpWPsWGYsNm/mjkc6n/vuA2680R5269b8pyiWX7F6dV5T4EZysv3UX+dAI5Icr6WRYcOAl19Wz4cOAf/7n3q+++6cpNSNkyeBY8f833tJztq0cb//5hvl9803wI8/Rk7L0KHAwoWhw+3ZAzz2GPDFF97v4+KCL0Nt3Mj9gJTZjh3AqlWnT4qg558TaWnAm2+6l8pTUtRSiGDLFmD9er6/5BK+rlvH/U6dOvawb73FebJrV3g0Hj0K3HWXitNv0hYMugRE4Ox/AZUfx45xH92vX+RpnQo2beKJyrFjPP7cfDPQowdLY2RyKPU8JsZfYrZ1q/3ZWV5OjBkDzJ+ffbq98jctjfsaALjllvxjxNAwOQA2bx6BRYv4/tAhd+FlZ+1c/2bbNuDRR9Wz2FvZuZMrgkhvvDq6Rx5R3/72m7vyelU2gKU7bdowl3/OOez399/ucDfcwB1JbiLSZZ5AIH8xXvlt+U/HyZPsjh7lZylrQXIyb0HV8/ORR/j666/2enr4MC+Fni5kZ/kvHCXX7MxQV67k9qhj7Vrg/ffd7f/DD1lq5ERmJkto9PqSlmZ/dpbPXXcBDRt629aRctKxc+epLZv+9JN/ffY7SuPXX93h2rcHzj+fnz/6iK8dOzLTtnmzO47vv7dLm4NB1+1ITg6P+cwupD5ZFjMZf/3lHc5ZjuHAq/ycaNaM09V1WZYu5baYnGz3FwY6WLzBmFgdgYB3PSKy13dnWhkZinlxvtN1LyPYSm4Uj08HkpIauDomHY0ahT8LETgVsDZsUOJ3qUSyhOPH5CQmsu7Nm28yTUuXKnGlhBUm56qr+PnBB/l6/vlu43W6xEc6ptOhZxJp5zBpEtCkyamJU3MSmZn5d7lNOhK/JZKUFK5HejmLPhdgH1wPHMh5+vICffqEF27+fDUD/uorN2O9ZQtbm61Qwe7vd3Culx7RHXfwAD9xovc3ouQrfYIeTi8nwd693vGEi2CSJr+jNPS6s2cPcOGFqs9ywq+d/PxzcL0w6Y8ArtOibxJMehEKU6eGr1em/6NXWd1yC7BgQWTpe5WfV7oTJtiXZmXJU9qu9J/x8Vx2r79ul97qiIlRkjUvpKXxMjGRd9+/bBlw3XX2f9ClrSNGsJ9lAStWsN/EiVx+wuQQRWT5OO8Vjy0LZFn4WHuOsSzstyzMznrulfW8QnP1st7VtSzMtixssiwssyzMsyx47vq3LAyyLPxrWdhgWbhG859gWdhnWfBcLLAsPJpFY7ms546WhVVZdCy1LLQIJyOuukqJ2v791/7uxAl7B5iUxEwLYN+VEgrFivG1cWNO7+BBfv7uO640Ik06fpyvslMqIQH4/HO+15e0Tp7kSpeRoSpskybq/fbt9vR1Wnv35ue//7YzISkp4dtlyC2kpjJdixef/rQPH3aLfiNVnI6kTpwK7rwT6N+f79PTgUsvdYdxzgad0DsiPb+LFOGrl/TPiWbNQodxYu9eVu7PLmTp8KKLvN+/+GLoOO67z/7PTkYxJoY7bueSmp/l65QUN5OQlsbttFcvt0RER5kyKlwweDFYtWsrqfCqVcG/j411L4sLRJITSh9w40ZuJ17QJ1JOPZGNG5nZcWLNGu6PBElJqq8EuKwzMrzrN8CSHl1SLli3TvWxXhIaaaeLFgHz5jHtRN5lcPx4ZMyWKPEHs5K+fDnXF+eJ6QkJTFNyMjM5AmFyAO8y6taN6Q/WHlNSgHvv5XDOurR6NddXkQoL9NWDP/5gGmS8WbGC86t3b7ckJ8LTyHMN4UhykgBcYFmQ7G4LwCHYxedEaKS5tZaFBABzALxLhDpEaAKgH4DazgSymKJuAOoDuBbAWMuCzAk+yvJzwbJQDUA7APqc/ycADYnQCMBdAN4P4x8BANdf7/abMoVFsPv3c6WzLJaoSAfduLGqeLt3A+3a+UtHpGP45x9uVKI/IRzxiBF8vfpqvsqsLSmJBzRAdd4bNrgVvwB/ZU1p7DoaN+brsWNcsQ8e5LScuid33smN1W/2EAqW5a07FCw8ADzzjPJ74QVePjhVjBkTfAdO+fJKJyEjgzsFLzs/GRm89dqJu+9W+QpwfhLxABbq/5cvB8aNU9954csvgfHjua799ZeyaXLkiFLuFLoBJfr3kwA4GWFB3758HTaMByEn9u3j7atJSYo5178T+om8/8UpkfTCs88q6VLfvhyPZfFgc+GF7K8PjjL7B3iAe+ABDj9nDjOBu3ZxXZe0N2zguEQ34eRJXp6SAdGylH5PIKB0f7zaQVIS9wMJCfxPyckcd3q66h9CTR4WLOB2cuyYmlTpy1sZGcp/0CDlv2UL74rauhVo3tw9GKekcJxJScy4tWrFuh8ZGaq8UlP5fXw869roCqv33stXIjVo+0m2hencto0ZSF1SuGaN6tsA/peePYFrr1X/N3gw0Lq1CiP/cvgw1+9Zs3jbuq43dOgQMGoUD6oPPmifkBJx+cvkr29f7rtfeEG102bNuL6kpKgJpnOADgS4bKQ+S51OT+f+4cQJu9Soa1dFt94m9PreuLFqp7pkrGhR/g+dySHichGG2+uohx49ON169dzvJO1jxzhNfblK/qVLFzZDsmyZ/VvRC0pO5jag12l9kiFMzr59rGs0ZEhopvu0gIiCOoBOADQcoJuznicB9D+AZmc99wJojMd3fQCaGCr+rLCDABqkPX8HUDPtuSZAqz2+mwZQQ4C2AlTO430zgNaFkT6F47p35+u4cUSXXEIUCPDzgAFERESrVnl/N2mSt3+7dv5pDR1KtH59eHQBRI89xtdvvw0d9vbb/d+NH8/XQID/acoUfh49mqhMGXIhEFBh/TB0KNFLLxGdPOn+Vo9Dnt99V9FTvjzR338TtWzJzwcPen8TLnr04HicGDOGKCNDpUvE5dyvH9H+/fz/Q4eq8Hv3EpUrx+mPGaP85fu33iIaOJDvr7uOrz//HJy2a65RacfFeYfxK7eGDdX9sGFEV11F9OOPRM8/T5SWxv7ff0/00EOqfP3iOussouXL1fPs2UTLlhHddpvK73/+sX8zZYqKk4goIYGflywhuvxyRb98//DDHDYhgctUz8NAgP8BIPrvP/azLJVWcrK6//prvn74IVHTpkTPPsvPnTsHbwPbt/O1USPl17s3Xz/7jNP87jv17u67OS/1OAQvvURUujTR5s1Mx5AhRD17qrYTrvv0U6LERKJ771X/r6czfjzRZZexX7VqKq+c8UyZwu/GjOF6e++97B8VZQ/3+usq/lmz+HnWLKLWre19gIQfNIjowQcj+6e77nL7CerV4+dKlfh69ChR3boqXCBAdP/9/nETEe3ZY/erVIlo1y7Ov+HDiTZudJdbOK54ce5/b7yR02nZkmjBAqItW4jOOYfbZyBANG8e1w2AqHlzDnvVVd60Apx/RES//eaf9iWX8PWll4hmzLCPBXo7B7jO7dih2jeRvX0AROnpfP3qK/4vgOiGG7i+ERHFx3N/1aKFnd633uL7TZv4Onhw8DwbPJho3Tqirl2VH/d9WErkN/aOpJxwfvFnZXtYTE4DMEORANAKgFrDzuTsz/IXlwjQKIAGhIo/K44xAN2hPX+ALKYq69nF5ADUEaA3s+5tTA5AnQFaD9AhaMySn0tMXP//hdK/P1cGr0Js04avXboQRUcT1ayp3n38sX/hHz7M1/PPt3caXm7OHL7KgKq/u+kmvt58s90/IUGF3bo1/IYczNWrx3FedJHyK1mS/X75ha+rV7N/jx5EU6dyJ+CFoUOJ3niD6NAhfv7nH3YXX8zP9eoR1a/Pg9SJE4oREdenj6LjjTeIpk9X+Vm/vneaCxbY6TlwgJmlAQNUIxZIniUlqTRPnuT87t+fO83x41WZvPsud1K1a9s7hSVLgufp88970yr5qccFEM2fbw+3e7c9vgsu8E6nUye+DhnCNHsNhDKweDkpB3l+802ixo3VP6xeTTRqlPsbJ/0jRqh3K1bwIDZwINHjj9u/fftt9d2CBfzd0KFEEydyB6vnjd6e9Pp++DDRwoVE+/bxc/PmwcviySfdfuefz9f77vNuR8JAiXvuOR7k5HndOmYwhg4luvVWe9txuqlT+b/ee0/53XEHX2NjFWMCMIP5zTf27886i+jLL73/AyBauTL8tk7EjN3QoTxJat+e/VNT3XnvdLfcEn464n75RbWVEiWIqlZV76pVCz+eBQu8mYWbbuKymjqV6IMPiJ5+OnIadSdMww03MHNeurR698UX9rBe40CxYvYJ1H33BU+vZEm+1qjB5T50qHe4F15QfYNep5xl1qwZX2VCoLvUVHUvE8nGjYlSUuzh/PqL2Fh1f8kl3F5vvdUZLiiTk5kvmJys61KAeoOlOk4mx0uSY2NyAJoJ0GqAZniEjYjJAagIQIsBKpn17CfJaQXQj97/hb4AlgJYWrLka/9fIIJu3Zhj9ypYJ5Ohu/nz3X56pXNWwDvvVIPXzz+rAWnIEHvYBx8kGjuWGas//1T+n31GlJnJYStXJjp2LHgDcrq2bf3fxcQQVali95NZ3oED9lnXBx+o/zt0iGdAycn8PHQoS0Vat2a/7t3Zr0IF7qgioRdwl8uRI0rC42zkgunTeXYvM1FdAiSz5r591XcyQ7zjDh7wPvjAznjedRfnt4Tfuzc82ok4rODQIaIiRVhiIWG6dXPT360b0dq13nE6B19xb7zBTBoRl4fzfcWKRKVKqQGxenW+Sn2SmZvOzDVsSFS2bPB/7NnT/tykCUtzRo8O/t3//qfq+tChRC++yGXmbDPiypfndy++aC97nd5SpSKvXwDRPfe4/dq1s89SnW7FCp55e70TaZ64L75w11U/d9553v7vvefPSH32Wfj/esUVXDYDBjDTdsMN7L9lCzOmft+VKEE0eTIzJtlhdgCiVq28/SNhdrzc+PFETz0VPEyLFsx8OCdVIu04VSf9VLVqnJfZiWP+fPekAOC2u2+fqkPOCdTw4XbGys/pkiFhrsJ1V15pr78NG7KE9M47nWELDpMzBKCDAF2I8Jgc13IVQE0Bmu8RNqLlqiwa9oGZm60AZQC0DaBKHnFvhgcDpLsLLrjh/wtER1ISS0kiKfgNG9T98OHM1UpFkE5ZT+vQIR5wRcoh79u1U/cxMURPPMHc9YkT7C/Mx4wZ5IJIfACil1/mq8wedPFu69Z2sb6ISbPjSpTg6yuvKL8BA4h+/ZWZiA8/ZL/nnuNrdDRRnTrB49SZiFCuZEnFPIiECSD66y/uzC65xD7rSExk5oDIe6akl+OiRbzk6CVdK1YssnwiYqYmM5MdYJ/JXnyxPbwwHABRx47ecepSF780Rbqju+nTVZ0pVoxo2jSWouhwisdjYkL/o9cg4Sd18nK33cZ15tFHOa9eeME7XN++7rpPpCQyTudcrnG6N9/0T0ucSCBEmqi7RYuUJNbpmjfnfJH2qDM5x455M6HBpG1eLpyyCeZ69GDJSKilPoAnOMeO8VLo4cM8yZB3EyfapY6NGxN16OCO48YbvQZEdvXru/1Eku50HTu6J55ffkm0c6d3eFmKPXyY8z8z0y4ddC73ZMc1b66kcU2aBA/r1Q8OGsTXxYu9v3nkEe+678QDD4RP8xdf8Dik+0n56JJRWapu25bT0Mt27161RKn6yrxlciLZQj4BwLNECGO/BQBgCoDmlgXd/FwRn7CzAHSzLMRbFmoBqAvA10YmEf4mQgUi1CRCTQA7ADQmwh7LwtmWBQsALAuNAcQD8FC7VYiP34VOnezngACs9JWSwtuxu3RhP9G8b9fOHU/FikCNGnx/7rm8Y0K3GluxIl9//VXZfihdmpW6Spe2xzVvnrp/9FGONz5eKVeOHw9UqwZceaWbDl1J9qGHWBnt/vu5uslOm4wMNs3dowc/9+nD9jpE+dkLwXZdiEKcbsH2zTfVbgrZdSKGFjMz2X6LF+rX56vzCIxgOHqUzYzPmQNccIHyb9yY83rJErtCYnIy/09amvfuI13Ztk8fVoC1LLvSaYcOQN263vQ4d5boOHmSrcTWzlLB18veubOhVi2l2PvVV6xwKN+NGcPKqkWLql1QF1/snabk/8cfK7+zzlL3JUowzU8+af/OedSD124Rp5E1Ud7U4bV92GtHDKAsjZcrB1SqpCyCO/HOO97+fqcwf/FF8ANs77uPFV8F0l71XT1St9q3d38/ZYp7d9U553AZTZkCXH45K9rq9RPgdqBb+K1Vi6+RmHeYM4fLJti25W7d2ByGX75Nnszt0rnr5pxzWDlb7OIAvGW4eHHua0qV4r6ueXPevHDnnVxu27axYdLy5VlBXrZgizJt6dLeGyWIlLHF4cP5Wq2a3XClji+/5O3iCxZwvxsTw/W5UiXv8KLMXaoUX6Oi+H7RIt7un43zl1x44w2gbFm+dyry6hg6lPuiN99Ufuefr/7bScusWXz1sqvkhZo1uQ8MZhVdcO21XCa6rZ2aNfn6xRfAeefZ/cRi9+zZqq0UL243I7B0achkc9+MTTAOiDktluQ4/FojuE7O5VnvzgNoLlia8gdA3wPUxiedwQBtAmgDQO01/08B2g1QOkA7AOrj8e1WZElrwErRa7Lo+AOgFqH+sUmTJvTVV7ws4YQomH36KXOlgQDRhRfyOrlwrx06ED3zjFJYfOstVkZ75x0VD0D0ySfhcd+A0rOJjfVWsN2yhZUEvSDr95bFIkv9W1FCFSxZQlS0KItFdUVggNeeX3uN70ePtiujipNlKpHkON1zz/GsXMT4Xkt9ujh+0iS7AmvFivYZWWJi+DOTcNyBA0Sff87LOuI3b5593R1g6dgLL9h1MG691a4gev/9HFcgwLPhN99068PUqHFq9O7axXFGRbFCoY7KlXnmN2GC/RsitQRGxHk8diwrVAtKl+a8cCI5meP1kio0asTK9vKPXtINL1erFl9FkuXlhg1jyeWLLyq/jh15GRdgyVwweMU5YwbRDz+oZ1GoDAS4vWVk2L9du5alDVdeac/LmBi7LoMoyt95J+sF6Wk2aaJokvY1Zw7Rv/+6aY6JYSdSt3Ll+CoS19GjuW+JjranUb06f//WW6qN1qjB6ZUuzQqs8+fzsqTQ4Kwj4ubMsUuCpY0L/XFxvPTspfDv5bd9u13aDBAtXcrLSffc41Zk7tLFHlbS/PRTXp4RvRFZWpUy0Wm46CJe0ify3rwheRUMcXGRtctAQEkwExNZuhoIqDLUnYwlAOsnlSnDbVGk87rCt5N+Iu5nfvghOP16fowebc8vUTnQ25qej6LnNG2aWrIm4rFg4EC+P/dcezqZmSpP77uPy0CA/C7JIUIxD7/5RLg+6/4jIpQn+xby37PerSfCdUSoTYRmRGhHBE+j60R4kXir+blE+Ebzv40IlYkQS4SqRPjA49uaRDiQdf8yEepn0dGMCGHZy7zxRiWF0XHoEM+obr6ZZ+CWxdviZPvhVVfxcQvPPaesoD70kNvGARDZgZ8ywzl8mNN0zupq1mRrxV6QLZlEdrPgerw6zjsPuOIKFU6/ysy9Xz/3t48/rmbxx455z27FUqhzhqtvc3zxRc5DgPNIpzc93f4tkTuNSKFvaxw3jstKNx2fmOi2AxIfz/8vdAI8WyxaVM1sXnuNpWaWxUbkPvxQbb387TcO899/ygZNdlCyJMcZCLgNsqWnMy2yfVUHkUq3Rw+W7JUrp977HYiZkMD55ZTEFCvGEpYLL2R6jh1zHxkSDMuX8wx62DDv97IdVU+3TRvg7LP5PpyDAJ3HUkRFqVnq8eNKImZZLKnTZ6DlynEaM2e6JYq6ccjixVV9DQTcdOn2lSTcdde5jz4AeNuwZal2JlLjBx5g2vv143rq3CIuaTz0EEtj169nCbRlsYmA//2P23eDBoqG3r29j+249lp7G7vvPpYACf2HDrGfl5TJy69qVaBzZ7tfYqI6m0zPrzJl3P8maXbrxhKhxESWnsq2bC8akpOVxPvcc73DhToqwsvkhheqVFHpyv9nZPC/WRZw003ub/T2GRurxoq0NG5DEk/16pw/TivfY8eGb9lY+gq5B5R0qFIloHJlt3RT+pXERLvdtdhYNR7IkR6CqCiVp6NG+dtiygsYi8choFvedDItAHe6+mAhePZZe6cfTGTpBalouu2PSLBsmb+Jcp0Wv2MhatXiilu+vLIJ5BxUS5e258mLL7rFq3LOlvjLVR9QypZVYnanxVQZ7GRJx8/SaiQQMTXAtnh69VIDS58+3gbXBgzgzkIMNAJc7sWLK6ZJ//fzz1fLMQkJdrpP5XRvrzookLyKi3P/AxHbgPHDb7/5M1+xsW5rwB06qCVcgPNB/8devfxF5OnpPKAB/oPV8OFcN7//nu2mNGmiBnFA2ckJhvfeU/clStgH4WKOqZuznen56FxWvfhilb/p6XzftCkvBQrD0bYtX/2MFfqhenX+tlgxtRzQrp3/Ug1gX+qyLC5HsYsUrP947z23dVynPatx4+z1Irv9kQ6dyaleXdWTDz+0MznST+lpWhbXs2BLeV6Wm+PiIuuDnfXDC8uWcb0SCAOQnq7agtfSYFSUYr6io5Utq/R0zgOBTDzEmn12QcT51bEjP+v9VHy8u6+Q54QEO4Natapi6oIhMTF/WYg3TM4p4p13eJ3biTp1lAVlwG4gLhycaiVp3Ni/g9VpqVOHjTY5sXYtV/bevYF332U/qfzS6Dp2tA9scXH+xwtIw9JnvYJQHVZsrNLlyc4xFM5Owst6sTA5F13kzeTUrOk2EFaqFHdyMgjqtNWpYx/kg1k+FYguUjBIGnrnKpCBIyaG87dOHXUWlXR0fmjUyP+4gpgY9+B2333+cdWpwx3if/8pOnV6dalR5cpAp07qnXMw/+MP1gdxru2//bZ/+oB9sACYUZIy1t85w4mfbuVa8k3CLl5sn7VfcYXKDynn4sWZMQ9Fpw4iZuTuuUfpNU2YwP2ILvmZMMH+ndP4m1O/Lxi8rIrnhLQ0GGJiVF0dMECdpi2MrMCvzwx1Or3XGVzvvcfxeZW3HyTsgw+yvlqXLsDzz9vp09NJTFSTEGdb2rrV3gbEcGdsLJdndDTXHb0/dUpXvdp8OAgEmE5pw8K0li/PfZizvGXskYmE5EPnzm6dvYIAw+ScAsI9cC47OF0nuJYurTh8HQkJ7rOjZDYvSsb16tkHTr2BOpVKpTM4cYKlAML0DB7MSoV+cFobvv9+VgStXJnF7VOm+H8r0Dv9hx7yXuoQaVyjRvZ/uuIKvsbH2xnPY8f4H/yUp6dPB1q2VM/hHDj61FN2ZWDAfiq4jn373H6ypCj0r1nDJ2YDoZmcYChaVB11IUysbpXWibFjWclW6Hz4Yb7KoOXsvGfM4DA9e/KSihPOZVmn4q4XZKlHlhc/+0wt4+pm+71M+PfqZTdRDzB9XmHl1G1ZPpBlrmLF/Bl+P3iVkW7R2ctv5kz3+0jTdvZjgYD/KeunikGDeLDWmUipK1WqeG/o0GFZbLH54ouDn9em16+HH1YW40Mdm6GjVy+WTg8axEvRt97KS7QpKSrPZOMGwEdrHD7szs9hw5iZ0NtsiRLchzRqpGh68EG7lMXZTrzafDhIT+c+fsIEZnASEljV4M8/Wdm6dm07zZUq8WSjfHmVD7mIvFc8PhNcE107MB/gttt463V+Q2oqb3f+91/eRigQBbaVK1khrXZt9o+L4+2RQ4falZZTUtguzMaNdmVFXflN7r38iDheoUHidVpXnTOHw+jbpwMBteVa3zJPpOLbvFn5//orX5OSWLlcDz9unDLYp+eHF5KT7QqsXi4pie2OyPPEiewA3oK9cmWoElLYsMH+PGyYv7HGcCH/7Yxbx1VXhY7j+uvd1q8FR48qw4MSXldGTUvj8okETuXUcJCYyOURKl4p9127VDovv8xG48QMRLgYPZpo5szwwrZqxcq7fvkYKURZmYgtb8+dm718CxcTJxJ99JF6DtV+BO3bswVugReNxYpxPTpduPrq8MNGkqf65oJTKYsDB9SmgrlziUaOzH5c2QHyWPE4BzQcDHIa4Ugn8gJxcd5nHe3dy7o3NWoAb72l9BEqVmQRdNWqdpFofLy3vsa0aepetn9Onar89Ht9liPbF9u149nK6NEsEZHTdDMzefbSoQPPBBMS+Jyyc89lsbHMWGQ7uGzhrVhRzazj491nT8XFKUmO31ZyQUICz5jmzePZlOjljB3L4uAnnmD/I0f43/fsUbPPihVZmc9LyuEH/cwjIPShi+FA8tkZtw6nkqRXHF9/7f++RAlemvKSUAAsqZLyCRd6vQkXZcqEXhaZOlWVuz7jtiyWSowaFVma/fqFH7ZKFa57wXS0IsG0aUrHqlgxdn5bsHMCUrcFodqPoHRpe157lW3ZspEdqHuqkPPNchqBgJIeS9vLDmQrO8CbQ7w2iBRmGCbH4JRRoYI6ME4YHIAPDiTiZSw50M9P0RSwK7Lu2MFX3QaLfn/ypOrgd+7kdJ56ip9797YrDl5/PYuRZadDdDQrawYCLIb2OmzwmWdYV0l2CURHuxVz69cPvtTmhHTO69cDP/zAdj3uv5+VnaVTTklhHQVnWjqTmFfY6TyWN5ficO5KueWWU0vTaccnHPz3X2i9OD1efeD1s/+Tk+jaNTzbJ+FCb3uff87/Lm0wP2HSJLu+i1fZbtqUvxRfdeiHDocDmWTlRNs7U2FRfug98xhNmzalpWFYLTI4Nfjt5MoO9u5l5krXYThwgKUy+gm7gu7dWbIjSo7h0pSRwQxS+fJ8Au911/H6diSGCgX79nFaFSvyttHUVPtOL4BPBM7MtCsZrlrFM1Zd6fFMQbNmwU+Nzy/IyGCdjenT85oSg8KC3btZ97Cgw7KsZUTU1PvdqzkyIhA95qtxaCQ5BqcNkS4zBIOX+LZsWeDbb70VbCtW9N7+GorpiolRy1nt2/M/ZIfBAZgpE+g7MXR40digQWRLVYUJBYHBAbieGAbHICdRGBicMBBALisfGybH4LRh06bcjd+ygGuu8X732mvZ312kI7f/wcDAwMAg52C2kBucNuQEk5HXaeflPxgYGBgYRAbD5BgYGBgYGBjkBXKdBzFMjoGBgYGBgUFeIBA6yKnBMDkGBgYGBgYGhRKGyTEwMDAwMDAolDBMjoGBgYGBgUGhhGFyDAwMDAwMDPICRvHYwMDAwMDAoFDCKB4bGBgYGBgYGGQHhskxMDAwMDAwKJQwTI6BgYGBgYFBXsDo5BgYGBgYGBgUShidHAMDAwMDAwOD7MAwOQYGBgYGBgaFEobJMTAwMDAwMMgLGJ0cAwMDAwMDg0IJo5NjYGBgYGBgYJAdGCbHwMDAwMDAoFDCMDkGBgYGBgYGhRKGyTEwMDAwMDDICxjFYwMDAwMDA4NCCaN4bGBgYGBgYGCQHRgmx8DAwMDAwKBQwjA5BgYGBgYGBnkBo5NT0BHIxRXHFSuAuXNzL36D/IlAQLnMzLymxsDAwCDbMDo5BR21arkZkSVLgH37+P7QIWDqVGD58sjjXr0a+PjjU6cxP+HAAWDRorymIn+jaFGgYUPglVeAmBiuT6cLixcD+/efvvQMTj9+/BFISclrKgwMcgaGycklZGQAu3cD27YBHTrY3734IvD773z/009A167AqFGh47z+evtzdHTuSopyEjfc4E3rnj1Aerp6/vNPYNgw/3juuQeYNAl44w1g1SqVj/kR+/YBqak5G+ebb/IA9O+/wKBB7HfyZPBv0tM5n3MCzz57epmqSLBvX+4MzjmZf0OHAkuX5kxcftixI/vffvUV0LYtsGVLztGjY/v23Ik3FI4fB+68M/Lvtm/nsu/TJ+dpigTJyWZykV0YJidCZGR4+3/3HTB+PDBxImBZQGws0KyZer9+PTBkCN/rzMldd/FVH+j9MGeO/TkqKmeZnJEjgfvvV89PPcXXTZuA99/3/27w4NBxf/89kJbm9r/lFuCPP9SzZQFE/vH8lJrxlAAAeGVJREFU9hvQsyewcCE3+p07Q6edV7j7bq4XOYnVq/mq55EsWfnVzT/+4HwOFqagYv58lcf33w/Mnq3erV4NfPKJen7zTWDv3sjTWLQIuPlm9fzaayxxlPYRLp56CvjrL578RAq/clu71i3NrVXLu62FigtQtAVrg6eC6tVzJ14nMjLs/VJSUvbaYvXqwIkTwIIFyi+cZeIRI5S0XujJDoj42wsvBB56yP5uwwbgo4+yF68TOn3BaBV6QoWLAEYnJ78hNpY7KsFnn/HsceBA7lB79VLv9Nnf+ecDzz8PbNzI33/6KftbFl+DdUp+iIrK2c7o3XeZUROMGMHXPXuADz7w/2748NBxJySEJ9UI9U/r1vF1+nSWiB07FjrOnMZ33wGHDwcPs3QpsHlzzuvMSMei5+VPP3EnHhsLzJzplmYQcT3bvBm4/HJmBE6cyF76Eld+waJFwM8/872TQf7nH14KFrz/vn3gCRfOycSHHzIzIO3js8/Ci2fECJX3f/8dGQ2dO3sv427d6mZyEhPddeDff1lKCgBduvBkwQtxcZHRJQiWB6HyJ9z8iwT169v7pbS08P/Nix69Xr3zDks0/bBzJzO0FSsqv8qVw0vbSccvv3C73rTJXabr1wNTpgBffqn85s2zjzvhSF0zMzkNP1r1/JgxgyVic+YAVarwSsXChWH/kheMTk5+QSDAlQoAxoxRz7fdxgPe+vWsK6FDBrgHHlB+s2YB//0HTJtmD7typXe6V1zh7S+0OOPxw0MPccd69dX+A2+UT23IiWWx+HjvpQQZMOU/Q0lydBw4wGLo042nn2ZmNRg+/BBYs+bU8+2zz4CxY9Wz18xtxAigRQu+v+kmVTcEgQCXbUYGD3RPPsmDY7hITgauvZbvhckRZjO72LAhOAO4YkVwZmrtWr5GR6t41q9XdUfe63Va8iFcyD9u2GCvk3FxzCwKbrvN/1tB+/bqfsECHpxuv52fr7iCJbnB6tSxY/6TBGc+xca6J00//ABMmMD3svThtSQlg12oeivt9dVXga+/5jzw66u88ifc95KPrVvzNSWFmfVQOHLE/hyKydm4kf+5bVs3Pc78PXlSTRK82kHz5up+xAjgm2+4r9LRvbt9WfHSS4FrrlHPrVszHaGkKocPMwMsNL72mmJm161jhqxuXfWNtIv77lO0O+uVk1Y9PzIyWE3g8cc5D377DXj5ZfV+0qTgE+K8gGFyABw6dE1I3Y5Dh4CmTfn+ww955nzhhfwsHaBfB5qQoO71gT4lRS1T+TXcX37x9r/4Yn9djH791P3Agdx4336bG8Qff3ClHjDA/Z3Q7+zg9IEkHJ2HN97gmYeOhITg38p/RsLk/P336ZXk9O/P10hoPFUmZ/dulkiEwooV6v7FF+3vnNIXYTiJVAcXrGzS0uy6T5YF1KsXmqZgaN4cOHjQ/73znZO++vW5PGJiuG6+/TYzlVIu9etz29JnqCdPRsbkyD/26WNvw5blloQ564Mzf779Vt2/8w73JzID/uUXHvDatvWnxa/OeUnW4uLcy996G46JAX791VvPRL7LyAivvT7+OE/adL9Q8GNuJb20NOCxx/jfJB8XLOD3S5cCPXr4fytw5klaGtf7QMBe56WvvPRSZvy8pBJO5lgvi3r13Hkt+QFw2/VanlyyxN5/L1liT1uWx5zpAizR++QTpsGZl/HxPDZlZDBtEyawFE9Qvz6rVHz4IddB+b9wERvLaQYCQJEi3A50Gvft43YIMH35QYE9ZJO3LJBl4WPtOcaysN+yMDvruVfW8wrN1ct6V9eyMNuysMmysMyyMM+y0MonnUGWhX8tCxssC9do/hMsC/ssC6t9vns0i8ZyWc/dLQurLAt/WxZ+tyw0DPWPx483+X9dhwUL7DOq997ja/nyXGht2vBzaqp76cA5e5LKo3eQOtfcoQMzK04E038R6J2W87sxY5Tf+PGKLiLuAE+etEsHBFJZP//c7S//UrOm91JHmzbKf8YMt66MlwhdIB3GzJnckCNpdDqTQxRe3mUHu3YBb73F95bF9SJYWtIhSf3xw0cf2TtJZ5yxsf76Wl99xdcqVez+ycn259RU7vwEUne+/ZZnlADXbz+kp6tZcEqKkkpEUk7O/4pUOliunNvvrbc4nowMrjvOtDIyeEAXbN3qz+Skp3PnL3C25SJF+Lp+vX25Wv/eD171JDVVKeFaFkvgdu3i58OH3RLaYIy1F5PjpF/vLyyL6dXzRiADb1oat1kv/Pqr/TnSpXa/NiFlnJrKjKBTinHRRf71xlk/pJz1vjkujiWjN97Ikq3KlVVfGRUFVKrknSfOvHKWRdWq3v8jYQUzZyrm3Ys5FZplSdWy+H8FX33FUpJVq1gXLRBQfaqMS5bFy3SvveZP06+/cn5IPko+hzNxC8XkyKQDYMbNuekmLxDOvCYJwAWWBanybQE41T0/J0Ijza21LCQAmAPgXSLUIUITAP0A1HYmkMUUdQNQH8C1AMZaFqR4P8ryc8GyUA1AOwDbNO8tAK4gwoUAngfwbqgfJIqCZfFMpHVr3sXUtClXpr59VeGfPMnbKwH7gF0764+cswCpRPra7PPPq/uff1adJ6DEjPfc8///B0CJagG11Twuzi79SE3l755+mv2OHeMOOSFBiaWffBI4epS/i4kBJk9WTMKcOUqUKToOgqVLVbopKbx92YmffuLG+eefXMn1TmbFCp7RSJ7p68SWpf7vppt42U52n0ycyP+jL604ReKrVnHHtWkTp/Xgg27aABZfi+7ClCm8FToYfv9dSW4Au1jasrizue8+JeGQsvv4YxbvyvMPPwC9e/svR/bvrwaWw4dV2QNcf1at4g7Ja239xhv56mQonTPEBQt4wBKaZKBIT2fdJoA7qzVrWFS9ZAnX+Y8+Yv+0NO6c77jDroB5330qDYl78mT3UgFg/y+AmS4ZgI4e5SUhLxw9ytekJBbLT53K+SnYsYPrmwy83bqptBYscO80EmmsjiVLmObHHlN+TrMPiYmsb3fvvd50ChNpWUonYtUqHqyd/w6otvvww5zXK1Zwefz1F9M8bBi332PHgHHjOIyzDmzYoPJHh64nsWsX9zGffcbxN23KbVMG7nnzWEdH/lfomjKFr5Mnu6VSkybxVSQUq1a5aTh0iCUIul6MTCT37+c8cvYDSUl8LxI4aVvSvyYlMe2LFtkH5D//5He6NFP6zlWrgLPPZonG7t3M1H//PXDrrfbBWaQaMlH74gslkTl5kstCmBknk7Nvnz+DIP0hwP1b9eq8tOzF5AhDI+l6henXj5n7Zcu4D5N+6ccfFV1//819vY6LL1Z0SF8uz9K/6hInvwlIbCz349HRrJ7x00/2fPzrL2D0aL5PTQ1rQ03uryYRUVAH0AmAhgN0c9bzJID+B9DsrOdeAI3x+K4PQBNDxZ8VdhBAg7Tn7wBqpj3XBGi1x3fTAGoI0FaAynm8Lw3QzlDply37JbVpQ8RVxO0OHPB/5+cGDVLfrl4d3jdxcURHj/K9XMURqftHHnF/O3iw/XnIEKJrruH7l192hy9enK/DhxMNG+Z+f9ttfN2zR/mdOGGn58QJoowM5fe//6n733/nMFdcQVSjBvvVq0fUpQvfZ2by+0aNvPNi82aiV17h+1tu4X/ZsoXo7LP982/MGKKyZTnvkpKI0tPp/zF7Nof5+GMV/vhxpqN3b3KhRg2i888n6tmTKBAgqlqVvzlyxJ1uaipfT57kq/OfYmKIWrbkeHv14uuxY/Yybd6cqHRpvu/Vi2nq3Nm7DvTrp/5tyBA3PW3aqHTE76qr+FqlClHDhvbw//2n6H72Wb5PS+PrrFlE993nnd/NmtnTGDWKr19+yfl65AjnyXPPqfojNMfFEW3YwM8ff0x0/fV8n5HBZXfhhfzNRx8RbdtmT/fSS9V91aqqrvq5w4eJkpPt+Xj0KLtjx9hvzRq+7t5N9NBDKuxXX/H1+uu94963T91nZvL13nv5WqlS6DbfsaPb748/VJoxMXx/8cV8/fZbzh8iom7dOEyHDlxfPvzQXrZERC++qJ5vuYWvN9zA19Klid5/X71PSvKn85NPuE4BROecw9eSJd3hHnuM43z3XW47d93F/oGAOz69Tut5OG8et2MvOn7+Wf3DoUNE06e7wxw8qNqrV98GEA0YQFSmjKJZfyd9o7joaHX/00/u9ghwPT9+3P0/ANHTT9ufixYlqlyZaN067rfln2JjiXbsUG0VIJo50/58Km7nTvtzp07cRqUOPvecnf5vviH64AP1vGABUbVq3nFL3ybPgQDRjz8SNW1KBGApkd/YPzITGEmn6vziz/qdsJicBmCGIgGgFQC1hp3J2Z/lLy4RoFEADQgVf1YcYwC6Q3v+AFlMVdazi8kBqCNAb2bd+zE5jwH0fqj0y5adRRUr5kxFkgqZlES0ciUX/qZNwb9p0sTtJxUf4I7r1lsjp+X88/laq1bO/Nu559or9Z13qs7K6f74gxkdeY6Ntb//3/+IuncPnl6zZm6/jh2ZaezalWjJEvu7zp0VQwUQTZrEdI4c6R3/NdcQ/fAD3//2G4cNBNwd1YoV6t6v0wTU4Bgf7/1eOvpAgCgqSjHC4bprr+XryZNkw/PPqzAygAGKGZaBMpQTxgJQjEko55W3X35JNHcu38vACvCgt2yZeu7XT+X1tdfy/WefhWZaZMCPxD3xhLscdKe3t+w6GQyrV/d+368fX4sWjTzuCy5Q97162Rm/Dh28vxk3juill9RzhQrB0xCG+a233O8sKzJ6a9cmuvlm9fzgg951bdQosk0wN2yILB2vfypRgq9du/Lkweu7Vq384xTmJ9R/yyQMILr6aqLWrb3rlp977z23X6dObj/nZCecPMhO3l11lT39F18kuuMO9dytm39cMkkQt38/M+T8XACYnKzrUoB6g6U6TibHS5JjY3IAmgnQaoBmnCqTA1ARgBYDVNKPyQHoSoDWAVTW+7/QF8BSdtmrJF6OiBu4E99/z++//tr9jd7x627wYKLvvss52nLSiXTomWf8wwRjCMKZ5TZo4Pbr08eer/pMA7B3Su+9F7rT7NtX3Q8ZQtSihX1gAIguuyzv89tZx3SMH8/+NWsqxjJYh+TncooZnjmT6PXXwwsr9Iqka8qU3Mmzhx9W9y1but+/+mrkcd55Z+gwwuQ1b66YVKGhZ8/s/0+LFjmfR+3b8/Wjj5Sf1wQsXHfllZF/kx0G1ss1b87SYK93XkyoPoHTB/8bb8yZ/9YlapG6N9+00/nbb/b3f/3l/qZqVe4PIknnrLPsz927u/38nEjYRboXF0c0Z468z1smJ5L1sFkAXgXwaZjh1wBoLA9E6AygF4AyHmF3AqimPVeFW+9HRx0AtQCstCxszQr/l2WhEgBYFhoAeB9ARyJ47uEgoneJqCkReazS+yuVynbw/v2Bli3t72TtWNdmF8jOCV0JGWDT/I0bu8MDvM7frp33O0G4xzr46YS88oq3fxmvUtLwv//x1bn9UDe+pq/xil7CeefxNRwLsl6G2+64w/7crZtd0ZpI3a9dG9x6MsC2gfTwCxe617Pz+zETzZqx4bPPPuP7kSPthih11KzpH4/XluKzz7Y/N2kSmp5Nm8LfRtq5M19//ZV1CmRbdShUrRpcWdqJ119X907FWYD1cTp1svvpbUB0X84/n69duti31oqCpbMtP/IIl8evv7Kit+hRzZ/PO1yyi1O0TeKJb74Bzj3Xrrg+cKC7XrRvr3SwgmHePPvzjBmhvwkn3nBw9dX2vlZv56JoW6yY8itbVt3XqKHudbtn4aKVx9aaYDvnQqFRI9aPe+IJ1sFx1jFdQfz221mf5uRJrqORQPSS7rsPqFOH+3JRhg8FGfOSklhnMy3Nrn8aBPlDJyfrWhWg/ln3rRFakpMI0L8A3aj5tQJovkfY+gCtBCgeoFoAbQYo2k+S4/H9VmRJcgCqnpXu5aH+TVzDhlcSwEsdMiueONGbYw0EeHZWvTrrRWzfrt7Vr++eZet45BGijRt5FtavHy+9CMaOVfGIdOLZZ/md36y8QgVek9aXaMQ9/ri679+f17oHDHCHI+LllSee4GUG8Rd9HkCt5fqJxWX28sYbRIsXe7//5x++eomJRU9HRKNOsX4goMTzfujRQ8VXu7Y7DX2m5qXHEo5z6uNUrhz6m/vvty936bOr7MzG3303eB0TLFqkvhk3jvUUAKJ33rHH17ChXZdKXxYBVJ159FGV/9nJO901bnzqcVSsqHSYSpWyv5s0KbK4ZJlp3Di7f7t2RL/+yvUyEGDdniNHuD2KfhFAVKcOS68AexsCiP79V5UJoHRgBEeOcPxS92WZz6ue/fmn/z9IGwK4H/ILJ+X7yCNuXRGAJbSpqRzflCmsy6brcowfr2gXmv/5h/+jWDFvOkU6M2YM56FzSSY+nmjhQvXsJT2YN0/d60v3fpKmESPs+oSi49i5M/ebffrYl4uuu07FLf1tzZpc7vJt167udN5/n2jGDL6XZWHJ1yNHON4BAzi/pP7o/YjXcv/ddytJd4MGSn9RB8DLYwDR1q3qW9FzO3KEaOhQlf96/gL2/tLpjh8nWr/e//1PP/G/3HEH99GdOqkl+rJliVJSnN8UkOUqh5+TyXHq5Fye9e48gOaCmZY/APoeoDY+6QwGaBNAGwBqr/l/CtBugNIB2gFQH49vdSbnfYAOa7T4ZrC4Jk2aUKlSvK76xRecKxMneg9CRDwoPP+8vcKNHs2NILuQQUjSGDKEK6lAmK9OnVjE36ABMxazZqnllN9/J1q6lBu4voy0fbuK57XX2K90aVaKJuKKqivNtW/PCpnnncfPqan8Tlcy9soXPT+83l9+ubcSHZHSiWnQgOjJJ9k/OpqV3Yi4of/xR/A8lPh0xVRxF11k7wicyoVOV6mS+1/kWfReli1jkW6dOu7ltwsv5AErWJ7s3Mllo4ubp09nJrdKFXvYXr2Yuf788+B54JUfM2bwc1SUUpS9+mq+Llqk8h1g5XBdEZOIKDGRmXN5LlOGmeDPPuMyBdTA6iciT0hQ96tX25ez/HSYLrnE7degATPkxYszc7N4MVHbtur9r7/a/13XCwPsSxE7d3IdF90BInv4qVND5/ELL3A7FJ2eRYuI1q5lBc0//2QFboHU8YYN/ctLpx0geuopxZgQEZUv751Xq1appXBd/0VnKOPieEIkSunvvsv1t0EDHowfe8xOz/793EfoytWzZ9vDLF6slOBFYXrLFqIiRex16NJLlcI0kV1PLCFBKe0DvETfoIHS2Zs5k7955x3ul/77j2jyZH63f7/6rmVLrhuXX879RVoaK78Cqu/asIEH4mHDiKZN43TuvZf7zCVLWBn411857F9/KXr37GGGVfrOWbN4CfSnn5Ryer16/n2iE1JGR45wXnz9NcdVqxbXJb0eeEHq0ptvcv8sk9o9e1SYp59WE+XkZNXP3HMP+23axAzdLbeoei/x6gyi3vYSEzlPBdHRXP516jBzKn2e/dt8zuScCa5JkyaUkMCDgazjfvgh71xwzhKJlHKqAGAFVqd/pChThjtNIm6Ezzyj3q1dywO1pBEIsPvtN1bQHTdOhV21Sq0Be+kHjR9vZ2ykohJxR5KRwfedO3NH4PxXL+cMo0tshg1j/6lTlSLgL794fxsI2BVpI0HRoqwI61zXP3HCvuOJSM02ihcnuukm9/+UKaP+Rd7Ls8zohN4mTdyDj1cd0V2xYupdejr7XXGF8tuzR8XZuDHP7iJlcmQ33KxZilahRRQk9+5V76KieOdMIED/r4hPxHkku60krMQlA5HsMGvTRs3ov/6a/6FcOW5Hb71ln5UG08uS+qz7iZL411/zYD1hgqLHWV9k8CTijll2PNWty9eoKHue6OUVCZOzaxdLb5xxBOsL/N7ptEg7mTFD6YUQsfQhLk6VgUg1Nm7k2XXlykyT/MNjj3F5BALMhDzwAO9mc6YXqu8KBHjSJ5MOPwC8Qygxke+FiQ7WHooUsft9+y2Hf/tte/11IjaW2/GWLaxH9/vvzCA99ZQ9XGKiin/fPtYbcZa7F31eGDeO9V3271fffP01M4nnncfS7hEjVJp+EGmjM+2ZM3mHn54f4eDJJ7nP1zFokBpPBABP5AW//86SZnmnQ29XDRvy89y5LDnS4yPilY0tW5S/MKH5gckxFo+zkJICdOzIh9sBvK5ZsqT95FqxEOpl5vvqq0/9TJ8TJ3gNHwAuucRu0+O889iEtqRhWfb0xGYJwHYxZD3ay/jZvffazZxnZipjV337KnsNmZl2Y1SCZcvsz8HMwwPKqujNNys9Bq945b8aNcreibupqawr5TQiFh/P+fDJJ0C1air9qCjW+9HPNxLodpD69FHHGgB2k/5iX8mpxxOsLvTubbcfERPD+hBEyk83Anj33UxvJJaWJV5A1QGdJrmvUEE9V6nC8VuWXS9j7157eep1r0IF4IUXVHnK9wDXr6goNtSWns5Hi+j1Mdi/SH3WD4y9+mq+nnUW60+JvRy/vBYdg4MHlU5YiRJskVtsCentyYlw2nPlytxvOMMH+9bvnU5Lx45sV0Ys9Qruvptt+kgZyDEfCQlAqVKsD6UfL5OYyO3CsoDLLmN7KfLery/xo+2661T/GAyxsapsL700+D8D7mMEpA717ctl7mfA8e67OW9q1mQdwWbN7H2fQLeenZDA/YOz3MPtu++7j21+lStn/1ZoLlKE204wa94Ajy8ytuhpd+rERgkB+/EQoeBlHLZRI3ccBw/adXWaNfO2e+akS/6vfXu7zpLAaV3cqTsZBOaAztOFVatUY1q1iithfDyfXPzggzwAiGKxE4mJOXNo4dKlSomsfXulpAhw/F4WSL0GipIllQHCiy7yTkuvlH6N6dxz3cqdK1dy/IAyjCaNUrBoERtBE+id1H33scK2KM9df7073euv97ZwGwoZGcoip46YGM6/2rWVef3oaG7giYlM36pVdkVTGQRXrbJbzl21yn7GDMAd2yOPqIHeyzjaZZep+/fec1uJveIKu7JubCx/07w5l6V+/ky4EHr8BgknnVWqKCNgl1yi6o6f5VuA87R2bZUGkWIyq1Rhw5LlynlbxQ3H4vHYsYpOy2IDePXq2Y1oAuynG/Br3lzRnZio0ipXDihe3M44eCG7dTCn8PjjbIK/TBm3MT69PGRAl2tiomJibrmFGUvdQnNMjF3hNhIMGqQmCcFgWZyOMNB+kH5H/5/LLlMbOmJiWGFYN4aqw8tqe9GibiZH4pc+Ppx6p09knHC2h/LleRJ60UWsHHz//cHbDMB5E6pNh7KWrsOLyena1Z13ZcqE3x8ASnnYb0Ii3zitiwNcvsHyMQu5fkCnhxHrMxNyDpXcFynCnQzAlTcxkU+WPV00hIvYWO60dZQrp8z1y9ULwpj57dTw2nnVoIE6Z6tzZ2ZmnJ2KzN4E+oAUHW0/46ZBA3/6IkXp0vxP0tiXLVM7Op57DjjnHMXIWJb9vy+8kN3QoWyZ9O23lf/GjaoBX3ghSxFkl5iOEiW4M/Aqxz/+4J1wPXpwHkyebH+fmGjfyVS8OEt3dPTpE9kp0cLk+EnNnHRWrapMyv/wgzu8k2aAB1EdxYoxs3b77Tzg1KzJO1e8DhbVGY2yZf1nvzqd55zjHUbOyxF4WR+XNhxqV9bkyRHNRHMVbduyEyuyftBn0VLejz3Gg6nObMTGug8SzkmULs3tYMIEZrKCYeFC++7QcuX4AGOdPr+JpR+KFPFnMC68kAdjOag0GPxOaffCJZewiwTt29sPbfWCZfnXdyduvvnUz8nz6rcaNWLp0l13Bf/GKckBVBvMCQHAqcAwOT6oU4cdwGLxU61AuYVLLgFmz/Z+F4zBORWULs1i69q1lSl2P6SluSu/jpxsALLlvGdP/vezzlISo+uuC/29iJ337bPTfO659u3F5ct7N3qvLe867rhDHS6YnbIZP977bB0/WBZw5ZVuJufxx73Dv/128K3foQZ+kdbExvJyiww2pUp5bw3fvJmP7XjlFTY3QMRHecya5Q7rR3O4CASYofba3utEfmFwdASrWwMHKumqwK/d1anjlrzmJGRpMxSDI9Dz+sEHT50Bq1ABuOAC//cxMWx2oiBAX/oNhexMkMNBhw4suQ7WhwO8ROec7OYXWBTJIn8hRdOmTWmpHJh0huDaa+0nI+cGtmwJvob//POsL/DCC97vTweNOp54gpkPvzXqnECoPMlp7NrFUpJQyzO5if79/SURkyfzWUuDB+cuDWlpzLwGO0zR4PRh69bgNpsM2CZO5858blZ+R7DytCxrGfnYo7OsV3OEASF6zJcdNJKcMxSng3kINZh37RpcQnY6GRzA3zBiTuJ0MjgAS7PyGsF0W0SylduIizMMTn6CYXBCo3p1u6HT/IxTKM8Aclk32DA5BnmGc8/NawoMTgeefjqvKTAwKHgoWhRo0yavqSj4MLurDAwMchV+uzkMDAwMchum+zEwMDAwMDAolDBMjoGBgYGBgUFewBgDNDAwMDAwMCiUyHXjLIbJMTAwMDAwMCiUMEyOgYGBgYGBQaGEYXIMDAwMDAwM8gJGJ8fAwMDAwMCgUMLo5BgYGBgYGBgYZAeGyTEwMDAwMDAolDBMjoGBgYGBgUFewOjkGBgYGBgYGBRKGJ0cAwMDAwMDA4PswDA5BgYGBgYGBoUShskxMDAwMDAwKJQwTI6BgYGBgYFBXsAoHhsYGBgYGBgUShjFYwMDAwMDAwOD7MAwOQYGBgYGBgaFEobJMTAwMDAwMMgL5DoPEpPbCRgYGBgYGBgYuDEsACTlAKPzmO8bI8kxMDAwMDAwyAMk5XoKhskxMDAwMDAwKJQwTI6BgYFBDuGff/KaAoPChKuuymsKch3GTs7pwrPPAnv25DUVhRNHjwJDh0b2TUpKzqQ9bhywfn14YQcO9H/3zTfAzz/z/cMPh45r6lRg4cLw0jXIeQQCQFra6U/33HNPf5oGhRfz5uU1BbkOYyfndGHYsDOCa84THD4MfPRRZN9UqJAzaX/1FbBlS+hwO3YAb75p95swQd0vXAj88Qffv/FG6PgWLAD++itsMg0cIIq8zuiYPBl45JEcIyciGGlO7uPvv4E//8xrKk4Pvvwyryko2DBMjoZ16/KaAoWGDbkh5zcQAcuW+b/fs4cZBh2BABAd7R3+4ou9/Y8f938XCZKSgOuuCx1OGJKANq/o00fdR0UBmZnAyZPhpRsdbY/LIDIcOwb075/97zMywi+rnEZmZvD3OVGvcwuTJ+ddvkWCb78Fvvgi/PDp6cDKlTlPx3//AZYVPMz99wPDh4c32fJC587Z+86AYZgcAJmZiZ7+c+bwUovg5En7c25i1SpuHKeKe+/173RPnIg8vsOHgcsu838/cSIwejQPMsnJ7JeZyUwCYGccAGDpUn86li4NTc/DDwdnYryWLN5+282oCV1+y2pE/A+LFqnwTrpPnlSMjTA52cnjwoa77478m82bmdHNLqKiOP+TcmjzBpGKK1iZVq4cnDk7dozr9ZEj4aednByaccop3Hkn9z1OnEpZ5AZiYphxCRc7dwIdO4YfPikpvEmKM1+86vq33wKDBwP/+1/46QOcft26fL93L1/nzQM+/jiyeM50GCYHwKpV3///vV6x16/nTmn0aH5+9FGgVKnTR9f+/eGFE/qI3O+mTvVmzIiAMmXUvcThBT3esmWBuLjQYadPBxo1Au64gzujTZvYX5aA5s0D/v2X74UOAHjvPcUchYM33mB9mWXLvP8/I8Pt9+OPPAPTceAAX2fO9P4fYdS2bVP/UaaMPc3bb+cODVCDbPHi4f9LYcUHH4QXTs9LYXC3bmV/eaffB0NUFEvnrrwyeDrhYtUqoHVrvtfrq9BDpOrIjz/yu23b7PUpNRUoWZLvnYNjsPb34IPAp59GTnN24ZU/tWpxX3jiBLfrvEZMjHfb9oNlhS53fbm6Vy9g1iz17Px2wQJgxQpg3z7FiABc17dvB2bMUN9IWU+dGj69ADB3LrBxI9+vXMn9+FVXBdf1Gz3aXpciqevO5XovvPVWeMv1EcAoHp8OBAJKkpOaqvxTUniAHjiQK+j48f5xLF4c2eAcDsJpxJs2AQMG8IBav777fVwcSzNSU4Hff2e/XbuAq6/mf9u/nxvrgAH8LikJWLIEmD+fHQB07w68/rqKM5g4e9AgTpOIdRM++cRbee7bb4GXXuJ7fUb29NPcmQrCHSB/+w2oV8/t76UXk5HBnaQXnArPw4bxNTOTZ2M6benpwKRJ9mcizjdZ3jJgjB0bOkzDhupeymHNGuDzz3ljAADcdltwhkAQFcX1Xp+0/PQTX73qSTgQqaBeX+vVA157jetpUhJQurR6t3IlcNNN6lnXMdL7GUC1PydOnGCGzxk+N3H55W6/2FimJSmJ/2vKlOwxizmF335TzGQ4CASUNNkPAweqNvvLL/Y8d9aZOXO4b7j6auDCC+15Ub06L081bMiS3+uvD59OHbGxfF21iiV/sjz3zjvc72/dqsKePMlj0IAB7BYsYLWBtm35/YIFfJU+3QvOjRfp6ZzPOvr3D2/jRQQwisenGzqj8vTTauDavt0erls3+3Pv3ixiD4ZevXKWEbr1VuD99/n+xAlvnSKZ8axdq2h+4gnFeLz+ur3SLl4MXHopz4BlFrxzJytxipRCT19w6JBifsqWtQ/wDz3kpuvwYW8GJioKqFRJPYv4NxDgb/xQqRJL3vR0RToDcCchA97s2W7R9RNP8NVZPiImlnidg1GvXm5arryS/0OP69Ahf9oLM6SOPPhg6CWav/9Wg4XkXXQ030uH/vnn4e2Wi4ristN1wdq0YeYp3N12OizLzjC9+y4v7axfDzz+OJdvhw5KcpeR4WZy69RR9+Hu/Fq7lvMl0p1iUt/0Nqpj/XqlS+IXRpCayv+SnKzyoHv3yJaLchqffw5s2BA63OHDLFWZODG4BFogjM2+fW6pvo7oaN7UAADlyvF3OqOTmclSmIED7VLjW29lRjEcplVWDeLjuX/v21e9O/tslq4JNm8G7rpLPbduzemI5Ll1a0776qvtk+dNm3hiquPWW9nt2wfccktoOv2QX/o8w+QAsCyucS+/7B7kpHPRpRcvvsiNTEdUVHDJS0YGN7SMDJakfPhh9uldt44b7hdfKGnI4sXeYaOjuWNv3FjNbOfMUe+PHFFcPsCNQEcgoKQeuuidSM0shg0DKlZkUSbADTiUFMo54EmHEh/vDhsIsLTpyit5acpvV0V8PP/r8OH8Tfny6t3777sVonVIB+iU5Mybx7OZUFKZrVtZvCwdXVSUvc6ULXvqisj5QZH5xx+VXhIQmiZdOfTgQZaI+g1OsbGqvelMjnNpIphEVWiKiuI6JkzOCy/wdeTI8Oj2ik8fxO69l5V0Bf/8w8sIxYrx8/TpKi2JQ9fl0ZkWoUV0frxoi5ShKFeO88xPOVeYd8A7zODBXF4ffggMGcIS35QUezvo1o2ZsPyMSy8Fvv6aJYHh7HrTy8UpqdKf9XGiXDnOG11alJrK9Tk6mperJO0vvgAee4yZZC/oZS+0CJMTDNHR7rJIS7NLrL/4guPX+7gTJ3jSp6f/xRfsZPnVqz4S8Tg4YoS9Tjz/vLp3TnbzCobJAVC+/AyUKsXSgJkz7R2qdC66AuPTT/NVr/Rr1gQXSwrnTsRMzttvZ5/e1at5GUhHyZJ2cb9AxPYAd2w1atgbqHTKgoQEdR8Tw41HBuvly9W7tDRuxIEAdyAlS6oB5ccfvSUcOpx6QpKuF5Pz+uu8Pr5yJSsZy7KDDsviPE5O5g5an+UAPNsONnuSzsnZsf3zDzM6oQZFmel5MTm//srXmjWDxxEK7dvn/aDy3XcsygeA3buDK6E7kZbGSpN+uxgTE1XdlHyMi+N65hzkg0n1rrhCLY9JvXrmGb6++ipf69WzM/fB0KoVS3KD1QHROStShK/duqnl4UCAJYD6Lhm9LiZmrZaLna7oaO4jACVtiZTJKVHCrfezeDHPzgH7wOaF4cNZZ+7dd4FXXmE/pwL0zJm8HPz115HRdjqxcaPK33CgL4FlZjITMG+ee/m5fn3gnHP4vlw5zht9GXzdOs7/339n/7Jl1bfjx/vvyGrcmJlLQJV5fLz/cqbAq340aOD97zqT42Tea9dW92lpnLb0W3q4QIDHweee4zyTSeuQIaoNx8eHJYHMe50cywJZFj7WnmMsC/stC7OznntlPa/QXL2sd3UtC7MtC5ssC8ssC/MsC6180hlkWfjXsrDBsnBNll+1rG/WWhbWWBYGaOFvyfILWBaaav6XaHSstCyE3ICXllYBaWlcIfr1s+tdSOclEhMdUhkFujHB5GS74rAUdkYGF3444kq/ASQhwf398eNqDVdgWSxhEAVfgKUZ+rdOkaLeAKTBrlnDV72RL1nCDeuSS/hZX9JzKvWKwqY+SDh3cKSnM+Pjpe/z2GNKJwPwzjtp5PKvIqbVsXGjnYZDh1iBeOpUzqsHH1Tv9H/NyODObsgQd5wAN3DpAG68ka+7dyuGRGjfvj287ex+OHDg9G7vlTz85RfggQf4OTpabYVNSVGDpmDDBrW2L5MBQVqavz7UwYPc7qT+EfGSYkyMt5KpcztwIKDq3/HjSjkzNtZeFyT+DRvUEqUXUlIUI/Xbb4rB371bhSldWrU50XXw6tQ7dlTf3XyzCid0yTd6nZsxg9OXwfAx//MHPZGY6JZKDh+upHDC7AVDRoZ9MHZKcgCuj1LnTxciXfL3mzj98IPbX19aDwS4L7v1Vr7X+46+fe2Tym7d/KXXW7a4TWgcPmwfZwR6XU1LYyYpnGU2P+OpXt9mZvJGjSFD3GoYet+9cSOPNdu3c3vU7cg9+ihfExI4f/QJ8JEjLNVOTQ1rnMsXOjlJAC6wLAhP2BbATkeYz4nQSHNrLQsJAOYAeJcIdYjQBEA/ALUd3yKLKeoGoD6AawGMtSxEA8gA8CgR6gG4DMCDwkABWA3gJgC/OKJbDaApERplxfWOZQU/bf3IkauRnq64Xl3K0rWr/3fly/NsUJZxMjK4Mzp6FGjRgg3aPfkkv9M7MlnflncyQDu58bPPdqeZns6NVp+l3XorD8LSIV1yiZ0p8Ns6WauWXS/Gb7YoaelKvK2yWFXZin3okFII1ZkqgAeAl19WIvKMDG/r0hUqqCWlEye8GRX53gmZmTZr5n537bV87dDBLkEaMoQlNevXuyU4el6I2N6vEytd2s28TJig9J70pblvvvHupGVdfP16byN4s2dz/p9O8W+NGnw9cIAtR9eoweU4fjxLLKZM4U4xPZ0li8uX8zZZKYsVK+zxiSTAyeR8/rkafHVGs39/xRTNmGHPf2fnOXo0K3wCdmmkZan/AOxMyJIl9qXb9HRuzwcPMhP1/feqXgwezAPJ7ber8IcPu3UWnBJEgPND6JUdNklJTNc116hwL76o7vv1Y3003aaO0DJokOo7/KBLxQDgqafUcoquTPrUU3z1qlfO/qBlS7cEdu7c4HSEwqZNXLf8QORud6ILI++9MGqU6g+du4EGDeK6KhNYQJWLzng8+ST3tTJZFengtGn2bw4c4InA3LneTO6xY246n3/evmQleX34sGKmTp5kJkVn0sqU4bHFCb8t/kTucszIYJp+/pn7xDVrvL+/7jr+n7g4Zmp0pWXZiRUXx3Xi0UdVHT95Ukki88ogpw1EFNQBdAKg4QDdnPU8CaD/ATQ767kXQGM8vusD0MRQ8WeFHQTQIO35O4CaeYT7CqC2Dr/5ADX1ibcWQHsBigmWfo0awwgg+uortSGUSN23aUM0aJC+WdTtzjrL/93MmUTbtvH9lClEAwcSNW6s0ilbligtjahiRaLUVKIvvuB3/foR/fgj/T+mT2f/b76xx3/bbUT33cf3O3eGpkdcnTqhw3i51q39333+ubf/xIlETz7J97//HjoNgde7//1Pve/YMXRct9yi7nftIrr/fqIaNYjuvJP9Gjcm6t+faPt2Lgsioq5ds5c34bqLLiJ69llOa8oURdt33xFdfTW50KMHh/ntN/e73AJANGYM0+T1D+PG2Z+7d7eXX/v2fN+uHV/nzePrDz/Y0+neneiKK9S36elEQ4cS/fILUZ8+RFOnutMuVswex1VXsf/ffxM1b67CRUWFX9euuoro9ts5ju++I5owgSg5WYWrWJGoWTP7t717258PHQqdVnQ0Ue3a3u9Xr1b3TZva373/vioXnW4vnH8+0Zo1HG7BAr5edx3RnDlEo0erOBIT+TpgAH8n/Yj8m/N//VxSEn//6afh1a3ffiPaulX1uV5YvJho2DBumzo+/lil27698r/xRnXvlb8tWhC9/rrd74MP7HkaF0cUCKjniRPV/fnnE911F9H11yu/O+8kevXV0PmTkUHUs6fdb8wYRW+5coqOjz9W93/9xe1BvrnySqJbb3XXAWd6ehnHxtrfjRjB+e9FpzPfGjQgKlUqvDpw5AhfV60imjRJf4elRH5jPzIB0Kk6v/izsiYsJqcBQNMASgBoBUCtYWdy9mf5i0sEaBRAA0LFnxXHGIDu0J4/QBZTpfnVBGgbQCUc/i4mB6BLAVqTRXvnUOk3adKEJk5UTARA9Oef6v7555n5CFbAjz4aXkWoWZOvjRqpSgoQHT9OVKQI0cGDRPHx9P8N+Pzzia691r9SAkT16qn7atXCowMguvTS8MNWrqzuzznHP9zmzepeOsy77vIeqJ5/3p8Gv8YL8MDXsCFRt26cj/YGZXe//WZnWGbN4o5r2jR3mUl6Mii3aWN/P2ECd0aA/8DfpIk9vrvuCj+PAaI77iC6/HL+tmVLlQ916/L7X34hX+jhBUlJzFQeOOD/HRH/m3T4q1fbO9Yff+TO1UnrY4/5/8dNNynG45df+CrMebVqTOvq1Zye3mnrbv58vjqZKWcd0evJU08R3X23d/gLL/T2X7tW3V9xBVFMDDPrTz5J9N9/7vCdOql7nQlwMiEA0RtvuGlevtwdpxczUayY22/RInVftixR585EkycTnTjBcf/3H9GxY/Zv9MnMhx+q+6VL1QSgRw8e3IcMiay+ivv2W/Xv333nX89ef53bPcAMgqS3f7877EMPKdqWLGGmSBiQEydU2v/+S9SrF99/8gl/q5dRKHfggP3ZyVwGc9df7y5z+Te5r16dwzz9NDOazvrSsqXKA2fdX7rUHv/Bg/YyctZ/3V+fDOsTEIDolVfC+7/One3P+ljjdIMH87ViRaIXX1QMdAgmh/IFk5N1XQpQb7BUx8nkeElybEwOQDMBWg3QDI+wQZkcgIoBtAygmzy+DSbJOR+gJQAleGRuXwBLASytnlUL/aQQwnHrfjffTFSihHp2cumhXKtW3JnGxanKm5CgJD4vvcRhqlYlKlkyOPMiDJNXGvpz0aIsPZDnBg34WqQI0Zdf8v0LL7jjqVJFMWczZhDde6/9fXy8kkxt387X4cNZMvHoozwYzplDVLy4+ubcc3l248zX++5Ts0IiZmiC5WP9+t6N/J57mBFavpw79ho11LsvvuBvBg5UfmPHst+jj/JMGyB6912iHTtUmMxMlrgB3Nl27UpkWXYGWJciEKnweucWytWoQXTyJN/fdZf9/37+mXwBMC06pKMbOdL7mwcfVNIKkZABRPv2qTSnT/eXDAYrnxtu4Otff/EgddZZ3AHK+9hYosOHlTROBjVxMsvXmdETJ5hmKQP933XnNemQul+2rLv+OsOOH89Xr1msSNWcbU/o0dN+6y37t0SqbHV38cXB60SRInytVMn7/dy5HLdIGfwYR92J1BfgMtizh9ut/LufK1WKaNkyt7/OGAcCPIiLJHrWLGaEgsX70EPcxoYMsTOqen7LJEov84ULVTk88ginPXSonaEDmBavdINN2kK5Cy7wrn96WoMGqbY2ejRRly7cb7zxhpKy+bk//+RvW7fmyRwR0ezZ6n2fPpxnAE+GAXv/KeGuv95d753ummvsz07mD2BGze/7e+9l5lImerffLu8KgCQn6zoEoIMAXYjwmBzXchVATQGa7xHWd7kKoNis50d86PNlcrLe/xzsPRFLcoiYe37hBXdjfOkld0Vevpxoyxa+l1lEKKd3PM7BYfJk+/M994QXJ6CWAV57ze6/YoX9uVQpbjTbtjGD9eab7H/eeWqgc848ARYXy8xk0SKivXvts9HDh5XUY/du7rCPHuU8CwSY8Rk1yh5ncrJqiG3bMtMDuGd0uujYy513niobEct26MB+desSrV/P9/rM5b333OV5/Dj7iTj7vvt4RiwiWG5HjH//VfdbtvB1926ydTTPPKPCjBxJ9PDD9vScA3ow9+mnSuLVpQv5AuABVIcwOa+8wgzSP/+4v6lVS6UlS2eAfZlPXJky9udgS5f9+rEU4Z9/1ODkt0wDEL39tv3555/VfYsWaplLBtO0NGZE9+51x+UsX4Doo4/4qksb/ZwXsy/u7ru5zm7ezEuLAD/r2LSJ/fUBSQ8jfsJo6/VB2iXAzM2mTVzuIk21LDdN33/P8eqSxGCuYkU7UyKuTh1mcvRJlUwQ2rblqzDDTkmnXo9mzVL369bxVdp4pO7++/3Lt2FDvsbE2PN0yBC17C/MbUqKfxozZtilZE5JR5cu9udWrYieeIIlHXp5SvvQ+y3BSy8x87NtG0/4nnsu9OTH2V6d9QtQkmxhDHXIRHfHDp6YO+OXiQjA/aZID2UyBdgZcJHW6E76vqgo7luHDuVnpUpQcJicqgD1z7oPh8lJBOhfgG7U/FrBm8mpD9BKgOLBejSbAYoGyALrAL0RhD4bk5P1fUzWfQ2AdgFULtg/CpOjA2AR/YYNSqwu+OYb5pZllv/uu6Ebany8vSPTReReTpYnnK57d+7spKK//LIS3UojlTViWZOvXZuXWapX5/8hYq5exKO6yLVECaLPPuN7meFkZqr3Oj74QPn9+isPNn7QB09nPHqe67MQgb5UpruiRe1i8sqVubMSVKummBCZ7QA8u5ZvxAnTJdK8oUP5WR8IQqFyZTWTnjjR/u6773hQ+OknXg7zYib9XJ06RI8/HpoOQDFrRMx8yjcvvaSY8erViTZudOeB01Wv7vZzlkeoTvqSS7hT1/Pfz+n0SB2XAe7qqxWTIwOIl0QEYIaSiOuCV/xEPMB4fTtwoL3j93L33afyWMrbrz4QcZ265RZ3Wel1UfdbupQlnwAvNQpkMPFzzgnBwoXq/uWX7e9k8HQuOb77Lvcry5fzkuOYMdznTJ+uaHziCTvNXnpPOsOq69BE6ooUUZIcWfqdOVPlr/6PTvfJJ8x46WWhllDsLj2d34veoN4+P/mE9X2cdWnGDK6fkg+jR6vJq56mE3v2EFWoYI/PS5roV68En35qD3v0qL3/E+h+552nwrduzfozepsQia3UO8BeR156yZvGHj2YcfvoIxX+lltkhaOAMDkOPyeT49TJuTzr3XkAzQUzLX8A9D1AbXzSGQzQJoA2ANQ+y69FVkau0uK+LutdZ4B2AJQKVi7+Lsu/B1gfZwVAfwHUKdQ/+jE5V1wRvJLt2UNUvry7c/ESf/bpo5gcXclMX1vW3QUXeM98AgG1zKMjKkoxTv/8wwPjxo08uPbtyx3V66+zZIKIK+SRI6zzs2oV+zVsqJT3ABZd62l5NTovWrwQCPDMe9gw/2906YczDYAZj7Q0JQ144QUVpkcP1aEJRo5UugpCP0D0xx/qWda+hSYpy+eeU9+JPkooZGRw/hUp4mZyvv9eKRRLWpUqsZ4BwDpCQp8+KxU3YoS616VgAqFbypfIrmPm1zl51T1xTl0ny1L0i5+s2cuyTt26dt0Xvawvv9y9hOpHT9Wq/CzLtzqTI+H89OD++sseDlB1Sy/HwYN5IHfSILN4WY5+9FElJRw+nKUzghtuUAyAV30g4sHo1lvt72QZU2dybruN/Q4fdtNK5N9XiHNKbnU9PiKlF1etGuvuCI0606pLKXv0YGmVXoYtWzLDreevl8RPZ6r0ZRLRdxMXSgeoRAnFdCYlcf0SBi0jgyW1ft9K3HpZnDzJ+iJSn/X8IWIGE7AzaYEASzmmTlXfENn74mHDeHmsZ081QfLr5w4edC+DjhjhZthEv8gPTiX3cPDUU2qVQJdoE3FfNGECP+/ezX6dOqklqrff5smKU79H0K0b0yzqDJmZ0i/lLZMTcgs5EYp5+M0nwvVZ9x8RoTzZt5D/nvVuPRGuI0JtIjQjQjsieJ44QoQXibean0uEb7L8FhLBIkIDLe65We9mEqEqEeKJUJGIbesQYTIR6meFbUyEL0P9ox+8znDRIUbKnIadunf3DivbNPUzVPTtrjri45VNlHvuUf6W5ba5APC2Q4mrVCm19a9dO7YUnJHB9kvkgMD0dH6fkaFsKcybp7ZHCrzSiuS9TndsLJ/y7ffNc88FT2PYMI5DtsYOHqzCDBrktofx2GNA0aLu+LzsD0mZSFnqRhJ//tluIdYPYp0X4Oavo3JlVZ/kf9LTFX0VK/IZOIDa1qtDryde2zJle6e+FVi/d9Lj5ye4+Wb30SUSXuh/9FFlJ0bSSk21b6PVy3rkSH732Wfu9KRMJJ+lTiYkKENqTnr9DNpddJG6Hz+ezxeTuqUb5HvhBfu2bbH2LeeRST176SX+v5YtuQw7dFDfBAL+dkzk3wMBdx8RG2vfLi/01KrlfwiwV13WEergzECAyzU1VdEcHW23/aOnUaQIb0XXy/DRR91n5HmdCaVb6BV7YgkJbuOjzz4b3KBk0aLK2GBcHJt8kAMxo6P9+0/AfpCq/ENiIrevzp3ZzMN779m/kXLSy1SO9ChSxF4H9b546FA+tqNhQ3XenV8/FxfHbV8/sfzJJ4EmTezh/M7XE4jhyUiQnq7KQOKX89Vq1ODjiQB1tA4R/9Pzz3P/GhXF/z1pElCtmjvu2Fh1nI6EDYG8NwZ4JmP48ODvdUus+rk0RMANNwBduiirmIGA6vylU/jhB/+G8PTTyu5AlSqhaf3+ezXgFCumLBID3Hk77WoIE6TbLdGNm8l/ONPID/CyMxMIhGa4vIz5iUEvZ2N0dsYVKoRH21ln8bfOvLvgAjcTl5KiOuly5dTg7zVo6v/mdTq92A7RGRvdxpOXsTDnmTWA+u9y5bgufPyxO4zAslS+paWxzaVAwN9YmxwWK+/1TlzyV65SD8Vw5ksvAU2bwoZwzi66916gRw/1PGOGmyaB1AWxUyJtOybGm1GRsKEOfiTyDuOsI5GerB0pxOaQF83CYOv1vmhRNxPRsSPQs6fdzytfdPP+gk8+8Wasg/UrJUuqyYtX+w7G5FSo4M9AzZjBVtl1RgNQ/9KhAzuxNCx5FmzQbtkyvMMrhcmpWtXuHx9vP/k8FIMQjpFAJ/r04TPXAGWjafp0//CVKzPTXbWqapMVKrBFbacFcGFygsXngXxhDPCMRDgWQXUmZ+NG9U1qKtC8uduYX5cufJUOpk0bvnqdity0Kc8OJJ1QaNtWDRoJCarCAWy00DnLE6bAyzgb4N2A5ETbvIBeHl6DaOXKygqnH+6+237m2Kuv+s+a5aDFSDF6dPinDov1a4DLTMrr0kvdYcW0POBtuEsGR79BUjcOKZDjJnQ4rVP7HWVQvjx3wsJUvfQSG6UcPNjflHtMDNdLYbi6dlUdrbNDL1GCr/HxnEbTpvYTvv0QxszRBsnzQEDVMS+G8NVXFf06wmFyAO8BunNnHhj1MHr5hdMH+UHOkbvsMhVPIMD/++yz7votFqR16YBIckJB/r9Bg+DhnIecCooXV8blnHjwQWX8zqts9Xx19mO33aaO1ogUlStzeiLdsyz+z+jo8Mo7GOSMNvkfXYoshkt1fz9EWtcB4NxzeVwqUoT/MRTGjuVxKj5e5e+rrzKzGxXFBjsFftbM8xzB1rLOFOelkxMOMjJYmVMHwOu+qam8hv711/T/68nyvlo1d1yyvVp0RPbtU+F1Tf9g2LWLd00QsZZ/MNsod97J17POYgVqJx55hBWY8yNku35OwRkXYNe7iBRJSUqRMRhkBxrAZSC79fS1djE29+WXHB7gLf0TJtjX/Pv25XeiayHx6s65M0p3d9/NOk6yjbR3b45jwgS73opg+HDeZSM6OTq8dqQRsb7DRRdxvXroIW4nsiW6Y0c73fp/SD7p0O0rSR4dOeIdNhhEJ0qH5JPYWhG88ILarSd46SX3xgQn0tPtumF+2L2bFVKDIZj+irhy5XgTwKZNSj9E6PBS7Je+wJkP4eRlixasTF+tGusESl1x7ryaPZuVmUeNYmVt2U0qED0Z3V1+Oet0iL0lL+j6kKK/BRCdfXZo2gV63H/9xdvRiVgXaNYsvj9+nHVMjh6NvI554c47lYkEPT5R0O/SJTx9R/lf2VEaDlJTWUfUDz17uv1mzFCmNwQ1aqiNHUS8+07fmaxozOeKx2eCyy6T44VQg2+ZMt5MDhErGovysCiQAvbt5cGQlqbsKixZEt5AW748K1A7sXmzt39+QU4yOaKIrMc9f37OxR8KAJfdrl3qv8QcgChPHjvG/v36sZJ5o0as4C7QLe9++aWKV3f6Fl+nI+J6JlvCRblz5kxWqvzjD9X5E7GNlf/+U7tOnNi4kZkxHStXsjKrfEvEOwIPH+Z6r+fHoUPB8+yBBxTtouiYHYiNIx1LlrASqNByuqBPUvwAsHVigBlNgMtGtlIDRKVLhzb+6AVnOwgHq1YxA/DXX0ohHmAFZV35WJ80rF3LZa7XJ1GMlx2her1s21ZZB/fC2LEcNiVFWVO/+ebw/0H/7w0b1E44oTM34VW/9HwJ53vd0nNuYe5ctatNsHSp3S4XoEwHREfr/vncGOCZ4HKSyRk/Pvj77dt5h4AXatZU9g+kw3jnHb6Gw+RkBx98EB4zlN9QpEjuxf3pp2zsLC/gVcZ6nUpKsm9x1r8TV6aM3U+2n1etqvzOPlvd3347h58xg5neSpXCp3fuXN6llJMIh8mRcM2asUE1nUmKFLlZlyLB7t3uHYJOALxFvlMntaVckJjIdeWss8LLv9yC1KtfflEGB0NJRkWS44yDiE126JI9vzR145AFBada9wA2z5Hb+OknXpUIRcvYsSz9tTM/RpKT5y4nmZxw4DTYJhg4UM0sxTaNAODZqwHDLw9zAikp7vw/XQhVxhkZyiibDAK65W2AxftEbMQRUMtcYgxsxgyW0g0aZM9HsXqtnw2WF/DaIu+FDz7IGWY0N+tSpAhFS+3adoZBry/ybV7/j9RDsWF13XWhmZy5c+1MjizZhouC2jeeallVqcLLdLmNDRt4uTEYjh71njDnNZNjZSV0RqNp06a0dOnSvCYjKFav5h06Bga6wiGRem7ZkpWJe/bkk8yfeoqVBNPSuP7UrMknb192mff201mzeGfExImn4y8MCivWrOG+auFC3oCxZQvvyAm1BX7tWvsmDKnPBv5Yt4631OdLhd8sWJa1jIia+rzLRA5sgCIiXzXsfJw1BjoMg2PgBX2OctFFPChUqsRMTXS0sosk9eeqq/zjuvFGdgYGp4L69e31slat8L5z7jI1DE5onH9+XlNwysj1Hd6GyTEwKMDo25evrVrxzLdHD97q//LL7O+3ndvAwMAgHyCAXGZ0DJNjYFAAUa8ei/fff5+fLYut2QLAkSMqXDg2lgwMDAwKK4wxQAODAoiOHe3PRrXOwMDAwA3D5BgYFECItexgOBWLuQYGBganAebsKgMDAzeCKRDXqMFX/RwrAwMDg3wIc3aVgYGBHT//zNf771d++onA//3HV+c5SwYGBgZnGgyTY2BQwHDllXzVDySdPNkdzjA5BgYGZzoMk2NgUEBRp466d55I/Mwz2Tul2MDAwKAwwWwhNzAo4PjzT7ffvfcCUWYKY2BgkL9hjAEaGBgER1OHwfTixYEqVfKGFgMDA4MIkOvGAM1cz8CgkGH//rymwMDAwCB/wDA5BgYFGOvWuf3i408/HQYGBgb5EYbJMTAowDjvvLymwMDAwCDbMMYADQwMDAwMDAoljDFAAwMDAwMDA4PswDA5BgYGBgYGBoUShskxMDAwMDAwyAsYnRwDAwMDAwODQgmjk2NgYGBgYGBgkB0YJsfAwMDAwMCgUMIwOQYGBgYGBgaFEobJiRDr1wN79uQ1FQYGBgYGBgUeRvE4r3DokLf/668DM2eG/j49HTh+HOjWLWfpMjAwMDhduPtu7scMDHIJRvE4LxAIAGXL2v2GD+drfDxw8mToOKZMAR54APj8c47PIOdh8vXMxbhx/hORnIC09zMdc+cCx47lNRU5A9NfnJkwTI4HatZ0+w0eDDz0ELB1K/DYY6Hj6NWLpTkAEB0dWfpz5kQW/kyFVzn5YfbsXCPDIAdw8CDwxx/hh3/3XWDLltyjZ/Bg0w4BoEgRICnJ7pff8uX4ceCJJ0KHq1MHyMjIfXoM8hcMk+OBnTvV/bZtQIcOfP/228DXX4cfz5Ej6v6tt8L/7vrrww97JmP79vDD3nBD7tGRl4gkD/Iz/vwTGDZMPev/1bMncOCAPfzJk0DXrrnbVs70dliyJLBpk70s9uzJf/myaRMwciSQkhI83KFD7qU36dtzGhJvYWmfuQijk5MXiInh65o1LC2YO9cdRp8RpKcDRMA99wCjRqmZj94x9++f83SGM3vJCQweHH5YouzPlsL9buvWyJjGH37IFjkFAtWr5zUFwfHUU5GFHzSIr9WrA5mZfD9/vn3CAACpqcDmzcC8eadKYXB89523f2oq1/XCiq1b1TJVcrLyl37MuYR1Ku0+EixdCkybZvezLL6K5NwPcXFuVQOvvv1U8dRTHK9l2dtnZibw5JORx+eXr9OmAcuWZY/GfASjk5MXSEvja48e/h1Z5cq8JHXkCCvnzZ0LvP8+i9HffZfD6BXw8stzns6RI09PRxuJfsI33wB33RV5GklJwNlnhxe2Vi3V2c6f7x3m+HG1RPXAA3wdPToympYvV3XBIHIQASNGAJ99Fl5YywJeekn5PfwwX7dtc+tT/PcfX8PRj4sUOr0LFniH6dkT+O03lh44NyKE87/5CXv2uJnFtm3Vvd4Gpk7l64cf2sNPnZo7EzknVqzgPkaHMDmhmKwDB+w0/vVX9unwKuNffwV27OA674W0NODllyNPq3Jlb//Zs4FVqyKP70yDYXIcuPdevkZF8SDnhwMHgIkTgebNgenT1cxmwwbgkUfc4WvX9o4nLQ3YvTt8+q64wv5cvbp7zTwnsX9/ZOGTk7NHT2YmD1x79/qHSU8H/vnH7vfKK95ht29XS1T//svXkSPd4Y4e5Y7JC99+C1x4odt/7Vp/Gk8nUlPzmoLgSE9nqehttwFffKGYTS8QASdO8P3SpXw9cAD48ksVl0AkPIING7zjfP11botjx4amdeNGnqwATK9fWlu2AJdcwvXLsngJxPlft90GrF4NXHklP//zj4o7J+Gsh+edp6TQkWDZMuDVV+1+bdqoey9Gf+BA+3NKivcurEOHIuvfgmHdOu6XnRO79ev5GozJWbeOr7t2Kb+JE4On9/33wAsvuP07dVJ1pH17ZrTXruVJ1O+/u8OvWMHMldThcHWa2rfnvvTAAe8+Z+/e7E0ozzQYJgfAgQM3AmDOXqQwl14a3rdr13JFDKa5X6MG8PHH3u/+/Zdngs4G6rW+HAgAv/xi99uxwy5S79cv9Np0JDh4MLLwmZncEUVKgwwmlSq5340dy/m8ebObyXPO6gRRHjXbS+o1dapdF0THyZNupgoA6tf3Dn+6cfQoXx98MG/p8EPfvjzoWhbX03Hj/OtFcrIaBCTMp58CnTvzvc7kOJk7vy3OjzzCjM7y5WryoscvbaVfP2awli51x60zOcnJvCT95588mEldDwTY6d9eeKFSpN6/n/uWfv286cwunPVwwwamad8+u39amuqf+vVzt4NXX+XlKR0NGti/94Iej2V5t6+JE5X04q+//BnOjIzQy0316nE6el9LBNx6q4pDh57f9erxddEijiMlxXuSoH9z4ADwzDPuML/9xteUFJ4I/e9/XBZ+S6dHj/Ly+rff8rPfpMqJP/5Qee/V5wj9TkY8LzFhQsQSMqOTczqQlsYjqz4jvP32yOIIVtFEnCrYv1/NUI8d43VaWUp57z2+1qjhjicjw3umpjfWMWOAxMSwyQ6JSLePBgK8m6xcuci+CzYLmz1b7aTx6nAlz3RI/urYuZM7xfffV36BgLt8BLmxFJKTEPrCkVTkNLzy3ImJEzm/ExNVHvvVi5tvVkqaXkxLMCbHr/wEsowsEBrGjGGmecwYblcrV/IStA59WaJCBbuk8YoruN7GxvJE5Z577N/GxvK1RQtmtMaMseu3ZAfh5LtTkjpwIDB5svreyWjOn++WoOrt7JlnvHcn6v2lZQGffOIO8+67asLRpIlbn0bw6qv2pUo/iCRn2zae3P35p3rn7EPGjOGrF/OVmAi8847bX76RtLwgupbSz8o3fhNCKXMZ/IP1dbNmKWOzsbHBGT+Jd9w4/zDBsHt3zu86/eEHJVkLE0Yn53RCZ2y8tO71jlLQujVfx4/3j9c5CP37L0sPVq5kJuL4ca7MGRk8+wV4NubUzJcO1Ync5OQjNQQWCLBtoEiWrJYssTdmZycg+hpE3hIzyTMdosDqxLFjStcD4JmdX2eWW0xO48Y5E8+pDpingr59udMOtQwTCAAJCWoJNynJnymRZY1ImZxQEgAdPXsyDT//zM8ymIv0w5mn+k7LEyfcdWXBAm6TaWnAwoX2+hkX506/b18lCQBYp++qq8Kn36uuO+FkYpKTVR8RH+8twXAO0HqYbduAN95wf6Pnu1+Zrl9v7wv8zARkZgavz0uW8HXpUmDSJJaKfPCBPYzeb+htLLvtRJgj+c/GjRUdghIl7M860yWQZdhwdIfeeIM3vAD+ZSWQZd3sqiusX+9epjxVREcDTz8d2S7k3EZIJseyQJaFj7XnGMvCfsvC7KznXlnPKzRXL+tdXcvCbMvCJsvCMsvCPMtCK590BlkW/rUsbLAsXJPlVy3rm7WWhTWWhQFa+Fuy/AKWhaaaf9ustP7OuobsQtLTy9kawqWXsnKr4L33WJIgMzW9koriazAbH+3bq/tt23jwXLmS13VlyeHJJ91SijffVPe9e/OMVOjUB4IePfiaHWNXx49zIzxyRDVGHV268DWUUt/x48wwdO+u/LykQHv32uPq2JHzW/IB4HwgUv947BgvN/Tv795lI+jdm699+nhLe+68k6+HDwNlyvA9EStQejE5vXsrJscrX09FIXn58pwxsHbyJC+LOEXqut5BpNCXjXRI/up4+GHuaNPS/NNMT/e2E/XFF/5xiw6VMx5BWhpw1lnqWcpJp8FPIV+WH0VHY8UKvkrd15kawbFjyvCgU9Hzjjt4qWfPHu4jdEnQoUNuPbCPP+a6LnX75ElFSyQItuFAZ3KOHmX6ZYCNi/MvLz1OZ/3W293jj7vDSP55Maj65DAlhfNIdLCkbUVHK0ZM6sOJE6pfEPUBkZrcey/XCb3tvv++UhQXfcr+/YPr+Ql0uo8fZ/qkjR49ynQvX+5WY3C2Y51pkGW0W27hq0iqvPrS33/nfEpJYYZz8WKuizqTc+yYva1IPNndfJKaGrofI/LXeRMMG6aWO6OjuR3kpqHOiEFEQR1AJwBaAVBi1nP7rOfZWc+9ABrj8V0CQP8AdKPmdwFAvTzC1gNoJUDxANUCaBNA0QBVBqhxVpjiWfHVy3o+H6BzAZoPUFMtrosAOktLb2eof4yOPkpcnOwuvJCIiKhjR37WIc96eC9300183b07ePj331f3Bw/a3z3wANGoUer7ypX5mpTkjofI7v/tt0R//63ofv11+3/s30/0559E0dFEzZvzN9ddp9J7/XWiBQvceeKMZ9QoosWLOcyECXaaLItckHCBgD1fzjlH3T/zDNN+0UUcLlg+Dx1qzwOAKC7O7bdsGV/vvJOoQQP2372b/e6/35vOFi34euIE0dKlRPPnq3dHjhDt2kU0ZYr7Wx2BgPpXIqKMDP7+7ruJLr2U6MCB4N8Hw6+/En3/PecBEZeF5NcbbxBlZnrTEwwDBxKNHu32B+z/4lUWXt/4uXvvtdMr7uqr7c8lSxL17En02mv8r0REzz9P9PLLRB9/zGHatOG4pHx/+YUoPd2d5kUXEdWu7U3Pp5/60xobG7q9ly/v7X/VVW6/F18kuuQS/pc1a7zzjoho2jSiL7/kctbzlIgoJYUoJsY7v3/7ze334Yf8XKUK0datqjxTUlSY5GQO89xzqq9xli9AtHMnX6U9ZGaqMNHR3jQ5y/mrr7h9/f47h3vlFf521Cj+r5dfVnXhs8/88/3zz9V906ZEH31kT7dYMf9vpZ8g4rR37VJlefAgUenS/Ny/P1FiYug64HQDB3r7P/20yp9AgPvUDz4g6tVLhZkyha9//23PW8lL/R9HjLDn+ahR7n7aCb3M/DBqFNGhQ95hMjP5/WuvETVqxP0rEVHv3qqtKTqxlMiPv0AmADpV5xd/VjaFxeQMB+jmrOdJAP0PoZmcPgBNDBV/VthBAA3Snr8DqJlHuK8AauvwszE5jncWQIcAig+WfnT0EVslrF+fC2f5cqISJeyF+913UnDc6QJEjz7qrsgnTnDDEPg1BOmcdffYY/bnH36wP+sVHyAaMoToxx95wNT9x4+3p6/jqaeIrr+e/Zs1s39HxAyKk64VK/j6yCNEGzaoeJ98kq/jxrm/2bWLw/31F9G6dex31VVEw4YFzxdxdesGf//UU3a6ne8XLuTrqlV2/wUL1CD5wAPkgh52/37uSP73P35XvjwPir//zoyKjsGD7czF6NFEb76pnpOSiOLjuUP26mRWr1aMcSg8+SQPgMLk6DTHxxMdP+79X8Hw4INuJufff1WcV1/NDLRXWaSnu9OK1Ela4iZP5oFer9OlSxM99BCn8dpr3vH8/ru3v84AO9uKl//552fvP8TJBEJ3L7zA5U9ENGiQKpNp07jPERQtyu8efZSfZWAiUhOQH38kmjePaPt2om7diH7+mf137ybauFGlOXEif1eypKr3kyfb+4wBA9zl9vTT6v7ee1X6L7yg7o8etX/z99+KAWrYkP2qVrWHEebjiy+IxozxLsc2bSLPb5l0yHMw5uSuu9Q/6HWjXDmifftOrdwBotmz/d998IE979991/6+b1++zprl/rZiRQ6v102vdhcMenw//mh/J88AM8zOuH780Z0/U6dyHbz7bq+yCMrkUH5hchoANA0snVkBUGvYmZz9Wf7iEgEaBdCAUPFnxTEGoDu05w+QxVRpfjUB2gZQCYd/MCbnZoB+DJV+lSqv/3/BrF6tmBwi/5nvyJF8jYri65w5/P2kSUTbthGdPElUpIgKH27DEA68QoXwwo8cSdSjB9/XqWN/99hjPPAIk/TBB970iMRC3MmT3mmdd566f/xx1dGJGzKEr/rsafFiHmwvu0z5NWigGk64+aK7F1/k6/DhRG+9ZW/UzrA1aqhy1f0/+UTdX3EFS1gE+/fbw4oU6I47OG9KleLnP/4gql6dqEsXe76mpvL93r38/Oyz6v369W4aBamp/Pzee951TrBmjZIyLl3KTI6XxKt2baZXh7xbutQ77vvv5/dpaTyzP36c6Pbb1XcXX0z0zTfe5XLsGHd+zrRat+brAw/w9ZJL7N/VqcN1UJhD8a9bl/PLi2H5+WcOu2lT6Prix9jobsQIt18goCYA8g/hOCkbgKhmTff77t3d4eS/O3ZkKYIuibrtNh6QRdJLpAYfp5OBddIklkCI/6RJLC3Rw77zDjNG8tyjh33wuvRSlvaOHOmur2vX8v2nn6r2Ie7KK/l65AjRPfcof2F4dNeqVfj5GsxVq+bOS0BJP7zc2LF8veEGu3+lSkQ//cQTFq/vrr1W3ftJBgF7vdUHf3E//qjuX3/dO47nnw/v/6UPeu89ez5ccYV90vXzz3bptx5Wb7ejR9vzRsZB6aMuvND+/TXXcD0R5gxQ/ViBkORkXZcC1Bss1XEyOV6SHBuTA9BMgFYDNMMjbFAmB6BiAC0D6CaPbz2ZHIDqg5e96vhkbl8ASwEsrVat+v8XTCDAM5NwceQIXxcv5kFf4IxH4n/jDXcFk05PKpUePpRzhh0yxC6FmTZN3d93H1f4Z5+1dz5OJqdzZ/vznj3udHUJiu6uvFINuCLheuIJe5h69fianMzX224L/o+VKtmfV63iDpmIpUrin5Zmb3yPP67uRcQO2KUo4vr1I3r7be7U9bypVYvorLPCKwcpi1decZfLxx/7l6telwAW1QeDvoy4ejUzDfPmece9f7/6bvhw5d+kiZ2xmzePO0CZrc+Ywek4Z6NXXaWkBU4ng8LChWoJs0oVLq/77yf65x+WwhDxbNQrDySPmjdnJn3PHh5w/PLMq27qbvduXsLyenfxxereyYycdRbHf+WVLFEZOFBJZQ4ftocdM4aobVv1LNIZZ70N5o4dsz+fOKHuReIqLjWVl3u84vnzT746l3jq1SO69Va+v+MOvp5zDlHx4pw/sryuu6NH3UsjY8fycziSjiuv5HYlkx49v71csGUpgJfTZXlX9+/Th5e45VmWhHXXti1Lhl54gfvbzp3tSzaRuOuuU8yv/JO0XZFqAyyVu+YavtcnjlFR2Us3lMvIYGmcPMvy25YtnGeZmbxs6Zf3Mn55vT/vPG5Lfsw1wEyO3nc2aiTxFRwmZwhABwG6EOExOa7lKoCaAjTfI6zvchVAsVnPj/jQ52JyAKoK1t9pHur/iAhNmjT5/4LJLZx7Li/nyHq47ojU/S+/2J+DubJlOWyVKsrv8ceVmNvLCRdfvbryu/FG1TmKE/FySgqn8dFH9vcNGhAlJLjjT0vj8B07qgZ1yy3B/0MkQsnJ3joMwqwIo7J2rcrXtWs5bzt04LX8Fi2YLuesUc9TXQ/B6dq3t3cERO6ZT5ky7u/27+eyk2fnkmKbNt7l2qcP+8+cqZiHCRPsdWfmTPuz/v3KlcHzdts2/kZf8hEnA7m8e+IJ1UkOH85LqdOn27+5/nrv5ar69e3Psvzz119K1yM9nWjJEr7XZ8CiI6X/X69e6tnZsV5zjXqnMwPiZFlVr4/PPaf8fv+dZ/7SFidNUu8mT2aGQNCnD7cNIpY6iP6D1NmpU1liJ3TffTfHf+edXI8uvZTo5puV9FLXwXM6XaqiM+VOvRIng6G3Q6FDJHIA03HzzfY652xfTgmjvtSt1zn5VyJekgpW9wAeHKUOtWjBEwm/sMIotGmjpFA6XTpESvLaa1zHt20LPgCPG8cS0PfeY6mYV1vyc866Lct6r7+umByh6ZlnlKRHIPV73DhmEoXx8XPFi9uf77mHl9Cc4Zz0n3WWfXnRGVZnwMR17Ro8TkBJHJ1L/l7OubzL8fkzOfPnz8/8+++/6VSdX/xZvxM2k1MVoP5Z9+EwOYkA/Qu74nEreDM59WFXPN4MVjy2wDpAbwShz8bkAFQqKy6X1MfPNWnShLp3584kt3HiBDd2nckg4rXjiy8mWrSIn53SlUmTeLlJ99uzh8NK53j77ayj4SVCfeed4JWTSElYAKKzz7Y31O3b+fn++5VIskMHvtaqpRqLDueyD2BfJgKYMZHGQ0T08MNKjCxOZq1ETNc//6g0tmxRS1IAzx5kEBQ/6bClA5F7p8hV3Kefsv6QALCLw3Uxs56/zjJzOl0xXAa9oUOVREu+f+cdlbYoIOqQOCZO5CWMZ59Vfj16EF1+ub0c/SQvgF1XQpd8AdyxTpnCZaT7z5zJzItIDDt0UP8jTvSz/FClitJDCAe6bovocxG5Z+OLF7P/N98wE+OEpFexIksqLrqIn0XJdP16XibzwsyZqs15Qf+XHj14YvDEE7ykSsT1cP16d3nIwKAPUNWqcVsIVp+EcROJqUgQFy1yt21dmnXnnXY9wsWL3bpQ48bZ/+3wYbd+or5EWqKEXZolrnx5LochQ7h+jxmj3jn7KSKeoBFxGYvfH3941xMnIyZl4HQtW/L/EXHfoeugAFxOjzzC8UVHK0XzjAyW4J17Lj9fcIGdjqVLuV7qePZZLkdn/ukQCQvAE8wrrrDT65xELFyo+o6XX+Zr48Ycl9eS2kUXuf3atbMzvuKcy7ReeSjS3XBd0aJKmrZ5M1EwJicnGJwcY3IcfqF0ci7PenceQHPBTMsfAH0PUBufdAaDl5c2ANQ+y69FVsat0uK+LutdZ4B2AJQK0F6AvsvyfxqgJAc9FYL9Y5MmTfxrZC5Bn1kSsTizYUOleKjrsAA8mBHZJUGHD7PfgQN2Jedq1RQDEqzyOt//9596lkFdIMsCn3+uxPU33sjXOnV4TTicTscpUZCsl7RSUtziZlkyIWKGSjosIp7xOpcFRA8FsA9YgJJ+tWvnL/KvUIEHI/07fXlOlJkvucSubN24sXd8Ip6W//j4Y6KXXuL7QYOI5s61hxd9LyIlhnfm6dSp6lmX5vTooUTpIjUQRVPAW1Imrn9/Vq7W/cqX5wFK9CwAZgjWruVOMymJmWxnx2pZTJcfypZliYRTZ8gPentw7iaRAaB799C7xyQvk5Ls/qK3c+CAffdLJNB36fXowUxoSopbIZtI6XUBSqfFqevUt697x6W4gQM5nmrVuN7pE7Tly5U0V28LAC9Rvf66fTMDkVvCLMtSguPHFQOiQ/S16ta11xG9LRHxv11zjV2HzrlESKTKRdoEETNhF18cXhl45ZWzvjjD79ypnhcuVFJgIu4Tq1ZlumTJSRAIuOvvt99yHxcMR4+ygj/AklFnP/Trr+58EVpffZWvUqd0iZ+4pk3VpFNnPEUnTtyJE0pv0NlXASz9O3nSvgQF+OsqiZMyBHizQjAmp0yZMrm+XBXSTg4Rinn4zSfC9Vn3HxGhPBEaae73rHfriXAdEWoToRkR2hHhR590XiRCHSKcS4RvsvwWEsEiQgMt7rlZ72YSoSoR4olQkYht6xDhBSIUddCzzyvNvESVKmwbp0kTfk5MVGf9AGzwqmJFFV6MAJYqpfzi4/lapAhXL0F6urfhwlDQjZc57UGUK8dWaStUUJY+Z83ia9GibOOifPnQaVx0EV8lDrGNIfZH4uPZ1sK55yr7L7otjMxMu92V+Hjg4ovtaUjcH3wAlCyp/KtXZ8N0Eo+fZeh9++wWp1991W5QTPKpTBn7OUd+RrmqVeOrnGvTvTubggf4MD+5Fzz+uLIe62cMTLcTo4cRo4nNmwPFi7PfHXfYw/pZHR49Gihb1u63fz/bctEPTz18mK9jx3Ldq1vXXlcBpiGY1etLL+U6Ha517vPOU/dS7wVFivBxJyNGhLZ+rH+jIy2ND9EtWxZ4/vnw4nBCN/pJxLTEx3tbKU9J4Tw7eBAoltXDOo0CJiSoMhS0a8dXMc53xRV8RlvduipMfDzb+Vq61J2/xYqxBWRphwInjc5DIWNivO27CH2BgP3EbYEcOZOczP9DBDRqxPfTpnHfoUPKpX17rsMAHzHhdyyOH7xo8YNuYLViRabv77/5OSGBaS9SxJ2XluX2u+Yatv0VDCVKKHs/aWluo5FSh50HCvfrp8pJrl71XY4bAez9n9PeV9Gibvr1MOXK8Xvnd/p5gV4H2Opty8t4rY5Dp8GgjrF4nEe46y7ulMVqJWAfwOvWVea9AdUQ9EorA3Z0tN0/JcU9EHhBzIGL1VppGB9/zGc66R1LdDT7tW7tbpTC5AQ7HPDRR/larBjT/dFH/CwNyHkQ5vr1ioHQmZxAwP5ctqxitgB7o69Xzx523TrVcTjjcULyFuCGrhtYi45mo1zFitnz3c9olhh1dDIskr/SoeoQxsTvrCe9fHWL1/Xq8SDttL4rSEmx1zknihRxl2NsLDPNukl+PZ+few4YNSo4jU7MmWNn2ENBTr3u0sU73pYtFTMZDH6DZenSdkvEp4pgx4UAXA67dzOjLPktA0LVqnz1YpDkeAb9uWVLu+Xd+Hg2pOdlWVsmQ87BLSaGJzCCTp3s76OjvZkcqWOWBTz1lPt9w4Z8TU/n/7vmGp40xMTweUxpaWw5W6z86li4kK8JCcA557jfe0EOS01N9T53zgv6QHz22dw3XXCBeqf/d+nS4cUZDj7+mMtK70feflvlaaNGdoYhNZXzQq/D+uRW8OyzQM2afK/31V5W+b2scgtkXHBa1NcNc15+uf/3gLeB2dMNw+TkI6Sm+lc6vSFGR9vN48fF2Y+ASEsLzeQcOqS+lxmozCjFarFuvViHs/MuUoQ7Ai/LtgI5LTc2lsN17crPXo1UcP75QKtWdmbkvvuCD4661EJm0zqdN92k3jmZHLGK7MS6dfbzYaKiWEo0ZYp3eIk3NhZ44gk1s3MyOV75K5ZaBX5Mjs6EidStRg2e6csJ0s5BKTaWaQhWN/RzpgSbNvG1Sxd1+rQuWQG4rHRcd51bKpQTuP/+8Bh4P/jV6XCs4kaCDh3UQOmFJ55Q+SztRp579uTrFVe4y0JnqgXVqimr5wDXjdRU/1m+hAEUw+vHxAh0i8Q6RLKkH9A5YoTKT6HhvPOYcTrnHJbQPPKIOpvpoovUAZqnCmHeUlJ4ouh1IKkzfDBpg/P8qJysJ927A9Onc37s389+PXtyeVavzoyKnnabNkDTpvY67JT0ASzZa9uW74NN5AD/8aZYMbXK4DVZKluWx5nsnHrvgDmg80zCggX24yQAdTClc8nGORPTG+ratSxd2byZn6+9lq/SIW3damcU5NsiRVR6kWDyZB70r77a/U5m4PHxTIfeaXz1VfAOCODONTpa/cvgwe7zYnTohyQWL86zXC94SXL8DrrU80TosSz/zlFMu2/YoE5gBuyH//lBHxiJ3OfzCHQmx7KYxq1b7csQzkFr5UrOe+dSjY6jR92dmv784ov+3+pLaHPn+ofLLrZs4bLX/z2nEEqsHiluv51n4n7Q60VsrJoEAFyepUrZz89btoyv8fHA9dfbD7M85xw+zkQQH+9mjoUpFaYjKooHQxnI9HdyVI0Ov8Hy5ptZOqMzOU8+aZcKAbzkJINzQgJLG+QIgJyE0CkTiosuAmrX9g/vd+ixICbGzmjkdD2JjbX3JTExzNz89x+rNMiEBeDjIfTyAriP8+pDZelTP01eMHYs8NprfC9l3ko7bOm55+z/7GRu+/YFZsyw58U113BZZqM8c/2ATl9lnTPJ5YXicSSoWtX+/NVXOfPtO+8oxcBIIQqooWiRLb7bt/NzRoY67uH4cbe1TSd+/VUpXYei5/LL7Sbwg6FFC97y/dVXyhIzkTIlr+O335Tl1J9+clsSFqXYbdtY6ferr9hSqZM+wL79nYi3rDuVDL2U+f78U5nrB9S27GBwWvFdt453ihDZtxGLMrYoJ4oipCh0P/ywPd5gZa6bM8gNHDnCBgALKwBW9G7YUPk587tlS7Zr5AdpczpatGAbXWK7xIlDh3j3UHy8Wylbp80PrVrxhgCd1kj6qZyCGP38+uvwws+a5X38iSAz092WcwtVqmT/Wz9FZSLepKC/d+46/Oor3nFXpw5vsHD+859/qp2U0lfo+P57PnrFCbWhIp/byTkTXH5ncoI1wlP5dvny7DfgSAayypWJduzg+0CArXjmNJ57jpmchQvDC9+smT2s/IvsMHNCN6nvhJikl3Be6NKFwzjPqnJaKhZavM4OAngwGjw4vH90biVet4531xAxkxQby9tg58xR6crgkJCg/jmS+peZyTt3WrUK/xsDBYCPOnDaDtJx6aXqzCcviLVkHa1a8c4c2XrshcxMbpt+O9SCtfdT6aNyGvmJlkhwKnQDvPNU38n33HN8DQTURM6vDHv25J1yYsLEizbAbkDU+d4LbFrCMDl57vI7k5Mfcffd6kydULjnHh6ccxuHDvk3QiecA8XNN6s4Spb0/savgzh5kpmjYJBt8V6dgcyuxDLp/v3K+GLjxu5zbVq2DJ6Wjhkz1HeZmUoqFgi4GS7APcBJvkSCL79UlrsNIoOznLwQTj3XLV0T8fbuESOUyYbswBmnQf7B3r2h+9j9+/3L8K23gksH5ftIwdKcvGVyrKyEzmg0bdqUlgbbcmLgwsaNvLYezo6W/Ig//2Q9BafiXlqaUqR24uef3dt8I8HChUCLFm5/XZ9B8MUXwK238lbar7926w2E22y3buUt9gcOhP7mVP9PcOAAsGuXtz6AQXDkVBk48ddfbApg1CjWpzAwOF2wLGsZETX1eZcjDAgR+e5lPHXdaIMzErpdjoIIp20dQVyc/9bfUx18vBgcwFvxcV+WZacHH3TvWgu2C8aJGjXY3pDXDgkncmpwLVcuuI0cA3/kBoMDqO3kYnvGwCCfIIBc3gBlmBwDAwdOg32qkOn16QMsWqR22Bw9yobj6tYNvlXfCcsC+vfPGToNCj7CNZZoYFBYYJgcAwMHvGxPnO70EhPtRr9KlGDbFV62SgwMDAwMvGHs5BgYFBCEMuxlYGBgUMBgjAEaGBgYGBgYFErkujFAw+QYGBQgmJ0xBgYGBuHDMDkGBgUInTvnNQUGBgYGBQeGyTEwMDAwMDDICxidHAMDAwMDA4NCCaOTY2BgYGBgYGCQHRgmx8DAwMDAwKBQwjA5BgYGBgYGBoUShskxMDAwMDAwyAvkOg9iTiEHYFnWcQAb8pqOMxTlABzIayLOQJh8zxuYfM87mLzPG5xLRKf5sBwFc3YVY4PfUfAGuQvLspaavD/9MPmeNzD5nncweZ83sCxraV6mb5arDAwMDAwMDAolDJNjYGBgYGBgUChhmBzGu3lNwBkMk/d5A5PveQOT73kHk/d5gzzNd6N4bGBgYGBgYFAoYSQ5BgYGBgYGBoUSZzyTY1nWtZZlbbAs61/Lsp7Ma3rOBFiWVc2yrHmWZa21LGuNZVkD8pqmMwmWZUVblrXcsqzZeU3LmQTLskpZljXNsqz1lmWtsyyrWV7TdCbAsqyHs/qZ1ZZlfWpZVkJe01RYYVnWBMuy9lmWtVrzK2NZ1g+WZW3MupY+nTSd0UyOZVnRAN4G0B5APQC3WZZVL2+pOiOQAeBRIqoH4DIAD5p8P60YAGBdXhNxBuJNAN8S0XkAGsKUQa7DsqwqAPoDaEpEFwCIBtAtb6kq1PgIwLUOvycB/EREdQH8lPV82nBGMzkALgHwLxFtJqI0AJ8B6JjHNBV6ENFuIvor6/44uLOvkrdUnRmwLKsqgA4A3s9rWs4kWJZVEkArAB8AABGlEdGRPCXqzEEMgETLsmIAFAGwK4/pKbQgol8AHHJ4dwQwMet+IoBOp5OmM53JqQJgu/a8A2awPa2wLKsmgIsALM5jUs4UvAHgCQCBPKbjTEMtAPsBfJi1VPi+ZVlF85qowg4i2gngVQDbAOwGcJSIvs9bqs44VCSi3Vn3ewBUPJ2Jn+lMjkEewrKsYgCmAxhIRMfymp7CDsuyrgewj4iW5TUtZyBiADQGMI6ILgKQhNMstj8TkaX/0RHMZJ4FoKhlWXfkLVVnLoi3c5/WLd1nOpOzE0A17blqlp9BLsOyrFgwg/MJEc3Ia3rOEDQHcKNlWVvBS7NXWZb1cd6SdMZgB4AdRCQSy2lgpscgd9EGwBYi2k9E6QBmALg8j2k607DXsqzKAJB13Xc6Ez/TmZw/AdS1LKuWZVlxYIW0WXlMU6GHZVkWWDdhHRGNymt6zhQQ0SAiqkpENcF1/WciMrPa0wAi2gNgu2VZ52Z5XQ1gbR6SdKZgG4DLLMsqktXvXA2j8H26MQtAz6z7ngC+Op2Jn9EHdBJRhmVZDwH4Dqx1P4GI1uQxWWcCmgPoAeBvy7JWZPk9RURz844kA4NcRz8An2RNqDYD6J3H9BR6ENFiy7KmAfgLvKtzOYzl41yDZVmfAmgNoJxlWTsADAXwEoAvLMvqA+A/AF1PK03G4rGBgYGBgYFBYcQZLcmxLOuGvKbBgEFEX+c1DQYGBgYGhQtnuk6OgYGBgYGBQSFFri1XlS5dmqpUyT8mZ9asWXOAiMrrfiLJKVKkyKzSpU+rpWmDLCQmJgIASpYsmceUGBgYGBjkNJYtW+YaewU5xSd4je+CXFuuqlKlCmbMyD87g88999z//N6VLl0a/fv3P53kGGTh/PPPBwDccINZOTQwMDAobLAsy3fszSk+4f/au//Yqs46juPvDwyGcz+QORvcqqCbc1PmKnVsXTGjRjNYWU3TGIwGkpEZExO2TDMr/MEgIdmMmaDRP4wuLvsBEuzGwEBdJsqWJei2stGBZMg2GGyggaEg+1H79Y9zyu5KYTh773M59/NKSM9zznPP/fYbcu63z3nOfU72+V7Tc3IGa25uTh1CzXjiiSdSh2BmZgXnOTlmZmZWSMmKnIaGhne1u7q6WLx48Ulfcyp9zMzM7PRz2WWX0dbWRmtrK/PmzePo0aND9ps169QXkvdIjpmZmSU3ZswYVq9ezdq1axk1ahQrVqx41/G+vj6A4/afTFXOyTlw4AALFy5k7969AMyfP5/Jkye/q09nZyejR4+mt7eXI0eO0NnZybRp01KEa2ZmZsOosbGR7du3s2nTJpYtW8a5557Liy++SHd3Nw0NDfT09JzSeZIVOW+88QZtbW3H2ocOHaKlpQWAJUuWMGfOHBobG9m7dy9z585l3bp1x51jz549rFq1il27djF79myampo488wzK/Y7mJmZ2fDq6+tj48aNTJ06FYCtW7eyZs0a6uvr3+OVx0tW5AwMSw3o6uqit7cXgCeffJIdO3YcO3b48GGOHDly3DmmT5/OiBEjmDBhAvX19ezcufPYI8lmZmZ2+igd/GhsbKSjo4Oenh4mTZr0vgocqNLbVf39/axcufI9R2WyRWVP3DYzM7PTw+DBjwFnnXXW+z5nVU48bm5u5r777jvW3rZt25D91q9fT39/P7t27WL37t1MnDixUiGamZlZlavKImfBggX09vYyc+ZMZsyYwfLly4fsN378eDo6Orj55ptZtGiR5+OYmZnZMcluVw2eGd3e3k57ezsA48aNY+nSpce9prQPQFNTk783x8zMrACGemJqypQpTJky5Vj74MGDjB079pTPWZUjOWZmZmal9u3bx6xZs7jppptO+TVVOfH4VNx5552pQzAzM7MKqauro7u7+396jUdyzMzMrJBO25GccvDK2GZmZsXhkRwzMzMrJEVEeU4s/R14uSwnf38+HhEXlO6QNDPfXAm8UvmQDDgPOJT/s8r5MPCP1EHUIOc9Hec+jUsj4pyhDgxjnXDc5/uAst2uOtEbVqlXgNtSB1Gj7gZui4g1qQOpJZKeiojG1HHUGuc9Hec+DUlPnehYJeqEmp6TM/DBKmmhP2TTcO7NzKxcPCfHzMzMCslFTuYXqQOoYc59Gs57Gs57Os59GknzXraJx2ZmZmYpeSTHzMzMCqnmixxJ10vaLmmHpM7U8RSVpHsk7ZfUW7JvnKRHJb2Q//xQyhiLSFK9pA2Stkp6XtIt+X7nvswkjZH0Z0nP5rlflO+fKGlTfs35jaTRqWMtIkkjJfVIWpu3nfcyk/SSpC2SNg88VZX6WlPTRY6kkcDPgOnA5cDXJV2eNqrC+jVw/aB9ncBjEXEJ8FjetuHVB3w3Ii4Hrga+k/8fd+7L702gJSI+B1wJXC/pauAu4McRcTFwEJibLsRCuwXYVtJ23itjWkRcWfK4ftJrTU0XOcBVwI6I2BkRbwErgLbEMRVSRGwEDgza3Qbcm2/fC3y1kjHVgoh4NSKeybf/RXbRvxDnvuwiczhvjsr/BdACrMr3O/dlIOki4Abgl3lbOO+pJL3W1HqRcyGwu6T9Sr7PKqMuIl7Nt18D6lIGU3SSJgANwCac+4rIb5lsBvYDjwJ/A16PiL68i6855bEUuB3oz9vn47xXQgC/l/S0pG/l+5Jea2r6ywCtekRESPKjfmUi6Wzgt8CtEfHP7A/bjHNfPhHxH+BKSWOBh4BPp42o+CS1Avsj4mlJ1yUOp9Y0R8QeSR8BHpX019KDKa41tT6SsweoL2lflO+zytgnaTxA/nN/4ngKSdIosgLngYjoync79xUUEa8DG4BrgLGSBv7A9DVn+F0L3CjpJbIpCC3AMpz3souIPfnP/WRF/VUkvtbUepHzF+CSfNb9aGAW8EjimGrJI8CcfHsOsDphLIWUz0X4FbAtIu4uOeTcl5mkC/IRHCR9APgy2ZyoDUBH3s25H2YR8YOIuCgiJpBd0/8QEd/AeS8rSR+UdM7ANvAVoJfE15qa/zJASTPI7t+OBO6JiCVpIyomScuB68hWAt4HLAQeJlsB/mNkK9F+LSIGT062/4OkZuBxYAvvzE+YTzYvx7kvI0lXkE20HEn2B+XKiFgs6RNkIwzjgB7gmxHxZrpIiyu/XfW9iGh13ssrz+9DefMM4MGIWCLpfBJea2q+yDEzM7NiqvXbVWZmZlZQLnLMzMyskFzkmJmZWSG5yDEzM7NCcpFjZmZmheQix8zKStL5+arEmyW9JmlPvn1Y0s/L9J63Spp9kuOtkhaX473NrHr4EXIzqxhJdwCHI+JHZXyPM4BngM+XrFU0uI/yPtdGxL/LFYuZpeWRHDNLQtJ1ktbm23dIulfS45JeltQu6YeStkhany9NgaTJkv6ULwDYPfB18YO0AM8MFDiS5knaKuk5SSsgW0MH+CPQWpFf1syScJFjZtXik2QFyo3A/cCGiJgEHAVuyAudnwIdETEZuAcY6hvKrwWeLml3Ag0RcQXw7ZL9TwFTh/23MLOq4VXIzaxarIuItyVtIVsKYX2+fwswAbgU+CzZ6sbkfV4d4jzjydaIGvAc8ICkh8mWEhmwH/jo8IVvZtXGRY6ZVYs3ASKiX9Lb8c6EwX6ya5WA5yPimvc4z1FgTEn7BuCLwExggaRJ+a2sMXlfMyso364ys9PFduACSdcASBol6TND9NsGXJz3GQHUR8QG4PvAecDZeb9Pka2SbGYF5SLHzE4LEfEW0AHcJelZYDPQNETXdWQjN5Dd0ro/vwXWA/wkIl7Pj00DflfOmM0sLT9CbmaFI+kh4PaIeOEEx+uAByPiS5WNzMwqyUWOmRWOpEuBuojYeILjXwDejojNFQ3MzCrKRY6ZmZkVkufkmJmZWSG5yDEzM7NCcpFjZmZmheQix8zMzArJRY6ZmZkVkoscMzMzK6T/ArE22Vt4I9y7AAAAAElFTkSuQmCC\n",
"text/plain": [
"<MNEBrowseFigure size 576x576 with 5 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# if you don't put duration the plot may does not show up (or be slow)\n",
"raw.plot(duration=10, n_channels=10) # first 10 channels in order\n",
"plt.close()\n"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Removing projector <Projection | PCA-v1, active : False, n_channels : 102>\n",
"Removing projector <Projection | PCA-v2, active : False, n_channels : 102>\n",
"Removing projector <Projection | PCA-v3, active : False, n_channels : 102>\n",
"Opening raw-browser...\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<MNEBrowseFigure size 576x576 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# plotting only EEG signals\n",
"test = raw.copy()\n",
"test = test.pick_types(meg=False, eeg=True)\n",
"test.plot(duration=10, n_channels=10) # first 10 channels in order\n",
"plt.close()\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"__Power Spectral Density__: It is the measure of signal's power content versus frequency.\n",
"\n",
"It represents the proportion of the total signal power contributed by each frequency component of a voltage signal."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"At 60, 120, 180, and 240 Hz — the power line frequency of the USA.\n",
"\n",
"Other peaks around 25 to 30 Hz are probably related to the heartbeat (only showes in Magnetometers)"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Effective window size : 3.410 (s)\n",
"Effective window size : 3.410 (s)\n",
"Effective window size : 3.410 (s)\n"
]
},
{
"data": {
"image/png": 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QMCinB3vkxsawjt8NxRzo9Jjf9EVWrlxJNBrlBz/4Ae95z3vweDyvefsvyDHNoJIXCpT8K6ibtNIcXMVIukRHug0hVk9A9b3o0QlfiSICRx586SmhNX88SZLmuwTNOdDyqixaXpVFy6uyLKS8esInWfWWFfzr//tXygYFUZDJyQWe8PWwa24cRVWZSMc4GJo+e0yupPD5B0L8tj/LvzweYSr+7NWZlTNDn1WgrDzrIazNzQgGA4Jej6WxHopZUMsgCKipMBy9BZtO4otf+Dwf+9jHXuPWn3ZBdpoFQKeqoMtTyBS4WPYRMMywUl+DNWcnTuRFj588mWDcqNDzRPT8FLzAKYry0jtpXje0vCqLlldl0fKqLAspryemHkMOyuiuBNWj4DDaMOkMfHr1W/CYrdgNJgQEuj11Z48RZRVJVn/X1yVdVJBkKJ15rXHlFhdO1UZ7rY2uP/jLftVFG6m98nLqb7wOW0cnhg03gcGErrYdQUnD/u/S6Vb53HYXAwMD5+V7cEEOzwBYKqokbL8mmSkxLr2Hiwyn+LFvjItqbWTULAAJJYhZsGMTnj1ubuxEmlIxQEiunY/SFxybzTbfJWjOgZZXZankvBbilHOVnNdCtJDyunHRG/k749+jVwWaOlvp//CjZKUCtdYqPr06yxPTI1zc2E4kCV99qJ/N7W4uaqmjHDZRVlRaOvRYRTN/89XTd5g/8k7of8JEIWdiehYSKxRm74+SC0q0Xuqg7Son8kiS0kQE+6VLMW+4CeOGmwBQRx5HBfZPFbCb9Fjsjefle3BBdpoVVK6THHxDfZpNeT2nrH4uKzQQDX+IjMuHUi6RV9M8mr2TBnURV7pvetbx/tEkZZNMVnrxZR81r454PE5VVdV8l6F5mbS8KouWV2XR8qosCymvlTWrWFe9gW0bL2Z20IfVYMFqOD0G+Z7jvfztQ4/gNJmxsZ28pPDoQIR3LjMilwEEQmHYsV9Akk+f7/Hd4E6dnnXOYILAiSL5iIyqwMzTWepbCuR2DqJKZUqTEer+7o2oAz0IdgdC1zWw5p2sbp2gY8Nl+Hsnzsv34IIcnpESU1whNFKXjjMSL9I6pSejzGAsTJMX9aSzVeyRbiGSKTORDjzn+Hhaon3txShW47ws07jQNDU1zXcJmnOg5VVZtLwqi5ZXZVloeSViCTYs3UgikSBVyPKFe/+bL973Tf59x07KikKqWKR4upeMALTUgtkAFqPAtm4z3YvAZDz90b0Elm84fV6nG1pWGgAVwQBmlw4E9fezPatQvvMXlO+8DfmnP0A5cgjdVX9Hx7rLuPi6txKJvPiw21fLBXmneZ/vcaq9F6NETnGKBN1FA2HRzEA6zhKpnqp0A33VM9jmNiFVzzzr2GK+TFEwYyyksTXUkgiKeBstL/BMmlfD5OQkK1asmO8yNC+Tlldl0fKqLFpelWWh5RWNRlm1ahUTExN87u6vc+/JHQA0VF+F3WRCUVXetdrJI/szLGq08meX1/KmdQqJnMLKFiM6HTTXg1yG5UsgNKpSGFNoWQpVHSZWvr+a+Mkc9VvsmJtM2LctoTQRxn7FMtR7/hdKp99IqE5PwuaLmZycZNWqVcTjcRRFQad7be8FX5CdZgEVXfsifjG7iH2Wq/lnwy3o5Gqu8ZeZXJfFkrFhLreSLxkwKs9ewGTvb8IIRjdlvYzeYuXI3T6u/8ySeWrJwrBs2bL5LkFzDrS8KouWV2XR8qosCy2vpqYm+ib6CQaDBAJBpHIZQYBVtUU+sPVDNLtd/NW3J8glJEZzKX50v5+ndugwGgT+/W9raG0ysnTR6XOVZZUH/6OMLMJsD1Q1q0R/HSI3LRJ6IMa6/2jHee1K4PR8z+UbbqZ8x61gMqNb0kH6Kx9neHCAfDpFQ0PDeVmQ7oIcnqFXFXQr1lHT2cmKazezadFG0lIaW1svolhCFgWW+jvJRWtRSkZK5TL53OlXL3sfmkFxmBFNoOgFjj753OEbmlfXyZMn57sEzTnQ8qosWl6VRcursiykvBRFQVwu8OH3fAjZUOYK6xK2dK5ia8dq/vttn+Mtq1dyUVsruaKMyuk3++3cqRAIl5n1y/zfr1LPOp+qgFI+84UApbxCZriIUlRBhfRQ4fTzJtKkv3IL2QdOofurL2H88tfR3fUN9jy1G49RxzXX38AXvvAFrdP8StlkEDo3wDu/QOflW7kpvxarnOXhwBzBfD+KaKG3r0AxbUXMW7mtd5SPvX0/IX+KkF8i4zaTLUfArMcfzsx3cy54GzZsmO8SNOdAy6uyaHlVFi2vyrKQ8ppN+Jiri8AHXBg22Xns0UfZ9dkfseOzP6S9+vdju7/36XUsa3Vy3fo6VnfZMBrAaISm+mcPbjCYBK7+lA5vKyy/SqB9vQ7vRXZ0RgGdUcCz+vTMJLlbH0E6NY7cP0H+Jw+c7hwLAg/MJvnrNU0k7v4Bn/3sZ8/L9+CC7DRXl4oIVjtC02KMFjNXfegD1JfLrDekKOZm8KgOLBYrM7pZclkLiUiKjg/V8Z8/vpesJINNh8EiopoUJPPCmU5mvhw7dmy+S9CcAy2vylLJeS1dupSlS5fOdxnnVSXntRAtpLya3I20eVtxOBzYl3k4sf8YfSPDXPPFP2fjJ97L0eHTcyVvW17NY/+2nb9+wyIanVFuvARu2qJnaxeoqsqD3w/ztfdPcOThFIu36Hjrl3RsfY9A3zdnmHsqimeLlY3f7sTkOd3JFswm0Amg051+ByGQ+eA/ctdMhve/73043viB8/Y9EC7E2SHe89ku9Y5vjz5r219+djle1c6TjVZuXvsVzGYd9/hHWOWpYm2VDUmfo2jI0f8fq3CuWEJZeZSicBG6Y2H+/YdLqW31zE9jNBqNRqPRaF4HcmKOw5PHWNOyiv/3V39Lr2+KMYtEWVFY3r6I/d+5hf1HJhkei/KznwQpimVciguX3oEA3HxzI4MP5SkVVfRGgbe/20XPzyM4HFAtyCiigllXxCtEEARY8s1LsHc7yf/yMZBlbO+/AZ3bzte+9jWOHz/OHXfccU71C4JwTFXVTa+0/RfkneZSRHzOtq6qy9iv91EQ0uydUXlqzEA5kyAu+wlky4wJIXQ6I/VXFmjeMEzJWUNZl0d1WvnlV07NQysWjuPHj893CZpzoOVVWbS8KouWV2VZaHnZzXauXHYZ1Q4v//AP/0DvvoPoSjIGvYFGbzVPHRjj41/8Nd/4393kizKKAoaykVJRQSwqjI/kzk4jp9NB36+iqGUo5lQU+fQjdjmJKpZRimUCX3uSmTd9leTOUSzvuhZBV2bqUx/ma//0j/x/73nneW//BdlpXhTyPGfbTW//NJ858WaMZZWiPkkChWRsJwZlignrNHFDAkW0UXvRJNaOEZzSKKJdxugxMXQyffY85Qvwzvx8W7du3XyXoDkHWl6VpZLz8vv9+P3++S7jvKrkvBaihZiXoij0jJ3A5rLyN5//AjWBLH/xpnfy3x//AgMjAcrlMsVSkbKQwGrV07naiMEoYDLreNcnm3j75+tZc6WDj/93C/WrbRisOhS9jrZ3V9N0nYu6NzShs+jRWfQYA4Oo2SLSTIT0PQco3vMrPnfvA7yvvoqOX//svLf9gpxy7mgg95xt7StXEltsxyIJ2MoHSEnrSNijSKkEdM7huL2AdFkjtq4AedFMlzdDxjSDMbKKmAqFvMhUDHrCM1y7so1qi/l5nlnzSgwNDS2oeS4rnZZXZankvEZGRoCFtYBEJee1EC3EvD761ffz6MEHEAQdj3zjKR599FFOPryfy773BEajlaa6i4hE8/z1Z1fzgXdcBIBYVNDpwGjSwQbYcrMHgI7vdDK9J01hJMzItw8CsPE/ttBxST0AhdsDiAOzCHodpvZafnDPrxnPF/m/FZ0Ibs95b/sFeafZL+ufs02n06FsvgiHZCRrGGVafhKvmiaSDDEXUch22iiXVcSRdcSUAO7Fy1hZa6JokiiZLLzzvYf51P/NUErFeWp4+lWvOV7sQSwnXvXzVoLOzs75LkFzDrS8KouWV2XR8qosCzGvh/b/hryYpySL7Dm1i7vvvpuHH7iPVHiSfCHLFdsdDO79e5wFlbdv/jr/9rl7MBjPdJj/gMGsY/E1HqK7p1FEBUVUmLx9nKorm6m6spn6b3wE76dupPaf3s0jmXG+/tCj3PnVL+N627ux/ds3z3vbL8hOsyzLz7t985+/lyqDBwppFouTbCsaEOU4hkQaIZkmRhqzXkcwNENRl6WcD4JbRhRyFGqdOC1G4hkdc4NRSpnnf45XqqSkSIr9KGUJqZR9Vc/9erfQ/vxa6bS8KouWV2XR8qosCzGvN136dqxmGyajmWsuuoHm5mbe/eHPkA0MU0rOcOmWteRzIt/+p4cIB9I8/cgAB3eNvug5m9/QAgYFvUVPwyYbh9b8EwdX/iO54RDu913GnTPH+MxnPsNDDz3E8k//NdZPfxFdTe15avHvXZCdZr3+uXeaf6e5cQW14Qy5cob35dyYSLN+Nkh9sp/xjITeIFNIZAme+gXl9Ay22iSeaje1tXUs7c4SyzjRYSKwJ/2Cz/E7iqKilF94DLSqqkjK6Q6ygB4QiEX6CYb34cs8Tii/75zbXom8Xu98l6A5B1pelUXLq7JoeVWWhZjXj/7fL9jxPwfo/cUEy9pPD0255bv/xq2//DUeQ45f/ez7FAo5TBYjqCq6dJIdP9tFMnK636SUFUaeHMJ/ag6A5HCYI/94N4XUCA032in39CFFssjxHIP/fC9/8Rd/wVe+8hV2797N+vXr563dcIF2mhVFecHH1q+9jFFjGQ8l1rdcTGtZ5pM2D9ttVcyFRjiQyIBqRbfEQ6crhNkWoaGhCZ07SX11hGmDj6zZiO9ldJp7d6YZPvjCd40lJcN06l5K5RQGwYoiS+h0ArIxg1voxqhzkZcu/Fex+Xx+vkvQnAMtr8qi5VVZtLwqy0LMSxAEVnauptpdc3abXq/nfe+8mZMnjqPX61m/YR03/KmXlYtsWOQCxx8/xTc/9XMA7v7kHdz2/lv436u/w+Aj/Uz/pg8pV0KRFCbvOYl9RROCxcDTyiTv3PefJJNJjh49+rpYsvyC7DS/mPVdG+izwaKCjPOq91HnaeRL3jDd5jIeKcnhzH6mx+dwddsoNRWw6IvYnEZ0zTlmmWXFtidRjSIzE0lOHZnmxea53ntPnD2/efY45XixB1VV+dHsXkrlOMZiHbOhR7Ab25DyeYzTx6n1bEEuFqgyryIvB0iKA6/p90RVVcL5/c/4ukxRjp597IWPe+EXJ+dCp1twP4YVTcursmh5VRYtr8qi5fVsDoeDH//4x9x22238+p5bua/3u4znT5EvZSlkigCM7RqhlCshFSTGdo3QcOki9GY9BrsJ+9ZaHvZM82fKfdxuG+BHv/o5v/zlL/F4PPPbsDMuyLRfbP3xNncz6MrYquvRd61my2Uf5RJLE/fUmHCahskUZ2lUJUKTKq5sEUGXZsrhp95TIOocIp4SEKr9RCjyq+8+xdhA4AWfazZUZjaQIhbuoyhlOCYeIJkZ5ERoJydT0+xJH+cXiVNIUhYdLr41cpCR+CRW2YqiyAiCQI11I0U5SlGOnD2vokqv6verUA6RlaaQ5RyHQg8SlwOkSoMU8zFS8Rceh+TPPYGi/vFju41G4x99Ds35o+VVWbS8KouWV2XR8np+l112GQcOHOAnP/sxQrXI0/m7eGT2Vj75yU8SXBNlSB1hwjCFrzrAr4/ez1NXzfB159188LG/4amnn+bbP/4+pyaGuP7GG+a7Kc9yQU45Z7O98NLXZoMJgyBx89v+EfQGtrddwVG9nr8oGPjPR27jmJjhEoPK/qyfSbeXTnESQ2cGm7sVWznJ5BE79g0JpEWLOXRKxf2zw/zdf73leZ9LMWVIZA14vF30pw5wnGNsSFRzn+9OWqjiG0qBOoPCHsXD6OQODkbHMVS1sCGXpqQqZzrOeky6KqLFY7h0beSJIpVTNNivxKhzvCrfr5w0g4d1HM7vYNoUQ4zvYZHdw2xpDI/03AuCqioIgo5iOYZYjmE11L/guVW1jCC88BhzgGw2S01NzYvuo3n90PKqLJWc1xVXXDHfJZx3lZzXQqTl9cIEQeCmt7yBm97yBkqlEkePHuXo0aOMGkYxXGehKJfYdWw3dXV1rLxoDR/8xEfYvHkzZvPrd0rfiuk0C4JwA/BtQA/8WFXV/3ihfQ2GF26WIAhc5Onm0rbLAWh2NnNIZ+CJdD9HTCMosofqQpk35XQcLIska0wss2+jaJ/AunuSA/Za6qVOOlYJEFvB/vzz32kuFkSi2wNkEgZ6FIFRcRq9WENJTNLrcHJlNoElZ+KNmTJN7Q5+2vNz3CYDJx06DoX38kgqzofyYdzWGh4oxHhz9TKEk09Qt+1PUYUyofwe6qxbMejs5/y9HMn3YsZMu20pJTFDMRtHSUaYqprkZuNb2WF8jA65iruMT/EnpY0USmH0egsmvQuAcP4gSqqMweSkIIcx4mHUd5Du1m2oaplo6BR1TZsAgcnUXTSYLsdmawRAUcvo/qAT/XIvOLmMH7tz4czX+nql/QdRWbS8KouWV2XR8np5TCYT27ZtY9u2bfNdyh+lIoZnCKdvVX4PuBFYAbxXEIQXnE28VCq96PnetfhdzxrC8bal76Cm+yZuFprQmfJMGjKEnHXUlfL4s1GspiTxQhApq+AJRUmpaSRLmVUtXkquBkLp2NlzBU4NIhWKDAeHKIQWkbEa+bXvKbLjo9yXGGPJQA5V0VO0C7w7Z+Hh+hYODvYy7LYxaspQa64imgwzXozyf8FjRPQmjoX78SVm0BVLDEwfIV3IY9KtJlo4TkEOPattciaMWEwCUMz/flxyJHCcZHyUcWWaydgRpsMHKBZipBJjSPkcgrsWq6QncPhXlKUC/myIRWozs6Vh9s3+kmjhMKqqUiqnycZnKRj9mGUvciHMwdkDPBIZJpvxkYyP4bRWE5vcx7jvDmxqM+HYYYKBA4hSiqn0XeSkuWfV7PP5npPRH46lVhSZaOjk846xVpXy6X3+YIx1Ijr0oj8HzySVsi84fltVVZRU6HkfW4ieLy/N65eWV2XR8qosWl7nRlVV7vzIF/j/rMv45bs//aITN7weVUSnGdgMjKmqOqGqagm4A3jzC+1cLpdf9GQf3/6252zb0LCR1aZaTHqF7d7l/OmqP+M6zyJ8oRhl1wSR7Cir9AY2pcugBMia/azYEqN7lZP7h3YRTQRRVZW7Dt3Ob+MPcZ+6E3QGPKUGog+VUP15Qpkk0fgcjaoda9NSmrou4Z8sqzlVFaOxbGG5s41N1la+KwVJ6UtMZyJ8Y+hOBpKTBBM+dlvgx/33MuQ7wW8n95MQm0mXTo859mUfRSoXEA/eRTo+BkAs0odYTJKMDeH0dFKWRQ4rJ1EyEWzhAMeTB8mbdfTmejlkmUDI6Hncncc26UOJzLJM1DE11k9pcg6L6CEtjjMxewdWZy0WazVGHDyx+zfsmj2I215HNh/n/thhsuE9OCQJo86BWalDFw+TzJ0kdeJ26gMupHKSZD5ASTn94sbW5kRW8sSLPZQVkWDuKXzZB5+VTyEXwWKtplwWgd93qtViFunAnQxF97JHOXx2f1VVScVHz75ZMRrqecH5r5WyRCRwnHz2+WcqUXwDlEf2v+ibIl9N5+t5XqklS5bMdwmac1DJeR07doxjx47NdxnnVSXntRBpeZ2b8NA4p379EHJRZPChnfiP9813SefknDvNgiDYhZcapPrqawZmn/G178y251UoFF70ZAb98w/fWLTiUtyKxI2uDuq9i9nceR1OfZnUzAiCJBJsthByF1kezGNe+iT9xUHcNX5issRPj/yGrz35Qx7xT7Fj9CjLH9xO57IR0jWTrIjlmbTr2BIWuHtJmRVNIjZjGuf4kxy2HqShTQ9l+FznhzGrKnmlxF+ufwftZYlCaAar2cKYUqCfPDNWgcHUBAoKRyOD6AQjSXEAYxFST/0PRYOKPpdGVRUMBhuRwDFyRiP3Fw5wwjTFlhk9m/OtBK0O/nrmXr6XPUZ3BN6YXMr+4Byi20ldQUekVOCe/U/zdL3AD5vTREdPMhJ9iiPeLIPGORrtV5FOhciaDXxBaSEfOMjXJ59mR3KWuXwBSYqRFqzkoxOYIyHsZQPlchGT4EAdP8lk/y85UjzE/mAP/zX+P0yn7iU99BSpwig2Yws6vZvsxAEK6TkekncgFhM43e0cSD7BQ3MPsmPu9J3vQnAIoaaNqdgRUmoGJXJ6tcZSIY7ZUvWsjnImPv68uYvFJJ7qpRQLz78io5pPoGvqRs3GX/Tn6oWIxeTL7giLxQTpxMQrep7zpb+/f75L0JyDSs4rk8mQyWTmu4zzqpLzWoi0vM6Ns74GnUGPzmhEAFzNDfNd0jl5yU6zIAg6QRDeJwjCQ4IghIEhICAIwoAgCF8XBOF18TJLEISPC4JwVBCEo7lcjmg0SiAQYG5ujkQiwfj4OIVCgYGBARRF4fjx4wBn72IcP34c58a3cJlgQ3arTIfT5O0t2Aw6ds71E4zL/JV7CStUI8WBKHNTIlHbHozt/UT0BmZKAk+Gezje4EM8YubIaJwql4JgmqNBZ6DPYcIqipz0qNRHbazpKTLYUUVTTw2FZC2tNiP9ksjB4cOsLiv0Dp2iWrXisjSxpexlv7+XHdlhSkqO26f3UspkCYSC2JVVhHqHcMft3C4lubdWZWTqFJHUOD5/klOKxG/n9jCYPUQhMIdhaordsVF+nAmyruBgLD9K2eglOj5GSinTk0hysn0V90QTHCuXmCwXECxmfpY8hJIQyY94MY7N8KW9f8vjpx5ArrXQM3WSlJKnMZ7CK6X5mm8/Y8Ikh0/u4Fi0h195JVw5D7mclVKhQMo/i6jTMRY7xP9N3IIvHSM9K+NL+ukbexIlZ+Unxx5iXBzg2JGfY5iboH92iAExxHBqjsPpHnb27yERGSc2sp+02QN5ETkcJ370dganHiG7/w6yczEK+Tg7jj3JTNZP4cAjqKp6NvPe3l6ioUGmJgcoyUbi8TiBwDSBYw8wNTlCKDDE7IFHkUWR4WCaUmiE/cceIqxGz56jp6eHU9IgI6eOk81kmJqaes7P3sToIfL5zIv+7CmKwsDAAKmEj4B/kkQiwdzcHIFAgGg0ytTUFNlslqGhIWRZpqen5/Q5ju5+1rl6e3sRRZHR0VFSqQRTU6OEw2HC4TAzMzOk02lGR0cRRZHe3t5nHfvMNsmyzNDQENls9jltamtre1m/T79rU6FQYHx8/OW36Q/qeWab0uk0MzMzr3qbXu41ohLbtHTp0optUzAYJJVKLYicftem1atXX3BtuhBz+l2b1q5de8G16bXMSW+3ctOvv82V//QZ3nrP9yjqOe9t+mMIL3UHTBCEp4Angd8CfeqZv3cLguAFrgTeB9ynquptf3Q1L1zDxcA/q6p6/Zmv/w5AVdV/f77929vb1enp6Vf0XJGB31I9cxjh6n9Ays3yJ4/8JXuTQVZ5FvG3a97B5D3f55cOG+tVL6F2PZJ9EUpiI3HpEFU2CwfnjvO+pnfgSugQa22YyLEsFuLulVk2FUyI3hkWjzTRoi9xzN7KxVKOhzvsLCPBRaFZvk6JtyhGypkguc5rmLDJeHPVPDq9gzmbQLfVzmA4yEe9a7C1rOYDjVsoHL0XwdvMR9OH6Fem+Uuhi5JF4pqGm/nmye/B5hZu8om00so9SpBc3sjTjjyrkhLXCjqedFhpyZSYUGSczY24DFXk80GGojE89QZsqg23ILLd2c0tvce4RAVrlY5YNE/d6mW0POWjf3sTVpMFnyHGdLDM8kU2upMNHDIH6ImO8q7cCrp0dtrTeeoFgR2LVNZJNfxd6SC6ZIn/MK7kW2YfnmSJ7fUbuGN2D2vXr2NP3zHebV9J24qNhI/uJrd1A/vHd9MSq+Hm2hbaTJ30mPXoEidYpe9kgAEWqXUccKW4SO7GXrOUHfHjEB1lkX05a+s2kPbYmSiNsdq2ibDvAEWjnYDOzPq6xcRHn6AqJRJxWjCanLhyWRz1K3laTrA+ME5ESHFsfTPvMbzp7M/M17Pf4qOjLZgal2NwN2IyuxAEHYJw+jWpf/ppahrWYTK7XvRnT1VVYuFTCIKe6rpVL/mzWhLThOYO0bro2ud9vJCPUMiF8dauPIffgJd27NgxNm7c+KqeU/PaqeS8du/eDSysWTQqOa+FSMursgiCcExV1U2v9PiXMzzjGlVVv6yq6in1GatZqKoaV1X1HlVV3w78+pUW8DIdAboEQegUBMEEvAe4/4V2tlgsr/iJale8GaGqA8FoRW+uYlvdctaanTS5lzCr5EiZClTlCiiFFEtyCqH0HAWrn0Aui1W1opehzVVNtraKmJTDYrGSWS7RXZvH5mqkWdWzL9XHScGGWZTZU0rTHY5RJWeYaS/TtuJmJnQ5HGKBIWcnS2aPcMxTYKXBxmeF1XQ3raKjcTG5XIhgMc39x3+B5Koib7GSEsqsrO5kLO+j1+/nifHHkQxlNhu8pGur+ZVhlJDFyfTsJFWxAkXTYm4rh0ioCVJliYSYpdroZVYM0VrVgWjWkYxleZP3cvpLIW5NnEA2WdmZ9FMTkuitN9JZbGeivYX+YpFI2cJ4MURZ1BEsKKRcDq60dKOPqAwmxrltej/+QobHMn5+6OthKJmntVDFqoKV3UuayZvtCIrCQ779/LvlTTw5dIJLu1aQKshEzWUaVRXn8b1YFAveeJqj6SFGXU4emdnFXMjPk9EhIl4XhVgEpcZJohRgOD9L6/Bx9sTn+E5hF6npg5yYuQe7pYZ7or9iv3qMe0bu4cTwI/xM+ikPJHbyVGcDwVKMsewYQusaMk6F2/t+jUUU0CfDNKm1nFQGiIpBYnkfy8vtzORGKUUnyWeDBAMHKJx5E+bB8nEUyshyEVk6PWzIlw3xyPQ+QqnZZ/3s5bJ+bPZ6BEFPuSwhSc8eZvTYzAHikQHK5RKqqpDL+LHa615w6IckZpCl369WparKqzJeWvsPorJoeVUWLa/KouW1sLxkp1lVn7uShiAINcIzpp94vn1eTaqqysCngceAQeBOVVVfcCBRsVj8455w/fsA0Jmr+PTWv+ESg50VdYsQyxLmZauw1dSj2PJsDScIB2OsqM7glKtw2VzUlt+EIpSZVdMYrUYmZB8jxgyOwWtAtdCsb+BPazbSoHhQjetx2Lw05AsUj/jpk1xclkzga13GTH0XSrqfNXGRslBmtLOBNydd7CsHcOoLJNQCx/MDjGWm6Ov0csP0r3BHM7SUq1A9BvaYktxVnsRqtlMYiVFvXUatXM1GYSlWj4NkLIwzX+B9NVfSbAGjWaY6U6Ilo/LGuk24ylZWz2R55+LLWO1tZK1uNf5UhNVpgTWudh4kT8SeRU0miNWJoCpEJ0dYZO3AaLByzBfEF4sTHYlwY7aZcqHMrE7iJ+lB/IJIzi1zMOXjqpKDOmMDT/pOolj0uNx2UpEUT+Z6uKSpi7qiiYniFDv33M1uo8yPCSKlYF1Bx1SywK50Hzd2tPK4OcMJYxGp4OTLngz/e2IXR+xJpsefIFRvZNpqwGgoc1/tFO3lKsx4uGN0H2LAh5qKks9NsdRv5XAgwn2BXZTUEov1dRyO9jAa28dsNkQ+mCLYUEVDXI8vcILQkZ8zlenDJtXw3XgfjwWO8Y2+n5MtTyKfGUt9ROrhFD4KuVmGxn7GZKaPh6f3oZdy/ODkzymJvx+vmS2EmZWK3Os/wZHMHiZ3fpVy+fSvVqyY5BfDD5EpxEnGRpib2km5LGI0Os6+OfIPyXKBsqA7+2bIVHwMsRAjFR9nKDrCbv/RV/TrsdDemFXptLwqi5ZXZdHyWlhecp5mQRC2Av8BxIEvA78AagCdIAgfVFX10de2xNNUVX0YePjl7PvH3GkGEEyn5z4WdAYM9kbWdL+R38R7+c9L/4V9kXHKjVZ8435+aQnRlapldnycyy4zYE03sK4pxHBewa7o8Sun6GjPEZnrxFSoxWT0ESl4KMkJTumuwJB1cbVJwKTLM2lux9RvQVycosNcQ3tJpnUsQp+7jbrQKJ/piZK2OugQXSSVKH67juvSGXJihif7H2WRrYllCZlgLMpgrYVCykJtQw0zoRJyWqIUSrBk1M5wfZDODXbW7qmipaoLVzJO2SuTsppodFdTH4wiejtJjY6CS8UfyGOsraJUUmkq2BBdCnmjHTGVpVuq53BujppVCm3H9IwnsnysdzGRDZfyw+DdHBg8wFjzSi6pdZEyGAimZRxuFZMf2hQ3n3VvJ2TLUW6ppcvQx+HZYVZZDGwzNdK6eCONiSmqxvwoHZ0MpoYo5nO0p/RsqzdjrTJyRXUb4bYS6byJ9675IL7gbvx5lYghy0brRrL9M2RKGYaNRszuKqoVmdvTI6wp27h36pdYYhn6zEZyUgZX9yIePraX67suIWmzMewfIuUIcuRYCP1yJ3UWMwOKwoAuQMfMXh6bO0Fz8wo2hY7wi/Fx7IUyv830cdHSLgzuOiQxT14t4EzqeGDwMWrVAe4s+7kxHUVOWNm44UaGZwVmAnvxtm7DFI/wuPkEqZCJXHCME+EDmK1uWmdPYqlZwpH4IO/puJQxWWSt2c2OUD83mFxYbbXIUh6D4bk/8/rZISKFYYxmO15PF2IpjZAKI1qtPJE6zIxYYJ3Zhcnixmb//QI1slRAVRWMZ34PJCkHg0MY15y+o6LdWaksWl6VRcursmh5LSwvZ3jGd4GvArcDO4GPqaraAFwGPO+Y4vn2UlPOnastq9/NJ9d8mBprDeu2/CVjTju5WjNLO9awQobJ2CiJaJJ2Ww0X128knZI4PPlbXOYZzIdPkkiYGBd3kZJLzB71oMtkCaaLxNIhZs3NTDgupUcqoerq8YspqosOjKxAl3ejSot4+1QBQ6qOE3o9H07m6ZTBKehYnS+yrxTj6WCUGyxdtGUc1KTL5IoFkLtZFRHQ5RTGUyF+M3mYIw6BsiOJTV9DnaGabO0ErnAUURJYZTKzdn0VI0vmKI09RVJfYq/bQnUkw7+MPEnaPcO1GS9hRxP17Y1s7LqEq/OtWAQZg0FPt6gQqKtHr3OyXVeDLWtivcnOSlVgjiI6s5XrGrawoW0b99WX+fP8Zv7LcpxsIsPPRu8jn1ZY71iBuXMdaz1dbEtMUz0SJG9yYjB1smHNJnROE7FFtWydk5GqLNTKZor6OvZKGWK6AqFpCGdimKJ5PpNdwi/KPvblM3iqm1immFk7YqDJ2sBvxk9wkVxmU10zuDpY1LWNS1KNXKVr5oa2t2IoJ3isHGCnFEBqdjI468MjqHzNuI/gkJ+q/glMpRLpoWGkaIEN1c1cZG3kg9Y6TJ5OfLKOA+oREslR1GiEQsnAt6oCuJZ2cigSB/80UX2GkrXEWOA4O3t/iO/wzzAFrcwkRri283IeEIqkbdUEJ3eQGPkNE0OPs9E/zkghztHULDtLPRxyRZGMurNDMBRV4cHs/SQOP4w8cgpVb2BkcQ3h+ACzocM8YeuDwX1YjE7Gi35EJQuqcnY+79/JpmfIpWYpT55+80Q2OU3x5D4A0mr27Bs0ns/v5sw+316toScXohfL6/WusbGRxsbG+S7jvKrkvBYiLa+F5eV0mg2qqj6uqupdQFBV1YMAqqq+/JUjzjO32/2qnq/OVsemhosAaHO28flNn+G/VnyQP9G3oKvW05ZsQzkwhckUxKQCnilcsoQuleb6ko20nEUo+smKaWayHeyaeiMpcQf62P0ElAYO7roXpBrSySQzOhVruJqs3sxwfSd6UY8zHOdI1fWoMTvunmlW5mQcVTX05PJc39xEsphGjhfRGWWWiE7e0nEx7cUC62ImPle1nBtlC5ayDsktUraBLdWC4DVjLOmR7UnaLVVcXKwmG7RhytSQb8pjXWxmucNJTXueRfI4lytGji2xYrKVubzDzvUdbbzPupbLvE0ksxJTl3dQW93Ij+pDPHZyN59L1fMJUzf5zBw1Vi9Go52PLrqRbuMyLvZJ3GuKUXbomcnMckndMg7GernRuZrmSBXftER5SvLTlFP5rkuhbabE4mkjjatX8O4113O82sVoqUSV3orbrxBKx5gdOkzA5WHRaJQb2YCwdQs3rL+OP2u/nMsaV7DInydlg85QFWpG5Eq5nkRVE++zreQvqt/CmL9MtbODXP8Q5lNzRAwKdX49tiUernAtokkxMGFKEcsq/MqWoqpsZHFa4CuxUaS8iUMWE7V6J4umpxg4sQtHzwmiE48hJJJcs+Q6+vMJuqo3kcnlsNrLxMMnyZrs7PcacA1P8bRHojDsJ5bwU6wpcvWS7WQwouoMDNj8qN4m/LUGpkqjzAaHeGvIgXO4yE7lADOJk2TG9jI1+TCTcR+DyRHEof34OuqxuJopFkIEzRkUoxFDVTNmSUFVwEqZ8NBBIs+YEi+dnEQsplCyUcqBERRFRhVF9HkRvxLkvtLDLF7cgSTlUZUyUin3rN+V4NyhZw05KctFFEV+wd8tWS6SnelD/SOHVKWTk+RzwT/qHBeqpUuXzncJr1h3dzfd3d3zXcZ5Vcl5LURaXgvLy+k0P3O5lj+cAPl1eWvnpVYE/GMIgkCHuwPrhg/Scc2/YdfLZIQsnWKJ+sIE1fIs9R1xVrQXKUs5Go1rmIkkCAQyjE/BWHYWny1MRprigOEw/jy4cyGKUYlHZyTikoMxyUGkLHMyHMAnw4jXSsDVzEnDck5YFUoxPTq9nh/757CV6/mwpQVXoIc6fQlbNk9g7zAfd8rUFmNsaFvClVIt77KsweC2Yk2uwpt3Ya5OIcSrGGptYomgx9nShS9uphCo5qmpaopZhQ06A8sH7dQPGijFWqlzmrGoMZb1wWRhlimzSLQqwQelTchhBZM1SIO1gH5ykKHwSfIXr8PQXMZRcmDROdEJefpiCTw2Mytta2lKplijs3F9Ssc/dX6YTDHMPaEjvMnawLcnwzwhJgh4bZx0q2TGMwxmY3SqVqKdl/J/YpnHq5NM9R/mLf0mdLECo4LAfa0mTjaUGOr/HuaglUmbgcUjfjoNdgYdOaKTQ0R0Zh4M+MjrBR4NHmMuNsuP7DmOitPsmj6CYGpmRV0nCDbadDb+fOvfsr7QxPbabkrrl2DztLDUUI/Z3MAGuY0lKTclp4WTUpTDpTAPzQ7ij8k8pQ9CKouttp6u6sVkZZnlpmrqFRW11InPUOTJSB+/kJJUJ+w4bAI1OT2P+R7mekMnA8kR/jeV5JFkjv7iACajm21ZhdHYGIvNDqamjnPp/jD56BBKdJpYcpjYaIReU4ZCKc6ILc4G6yZkuUBQl2Btpgaxay2HJ/fgEO0sVQz859iDPBgaJJueRSkVkTIhqg1eDNP9CHYPvpn9CNkcQx4d/3rgR1izeQYO3krEf5RbTv2KW/d/jznJx5wSJJiPUhD0ZFJTwOlVHEP+w+Szv+/M/uEd4czwTspjgyj9p57zu6YqZUpi+lnbivnYc/aD0ys6ls6shKkq5bNvuvxDyjzdCZ9PMzMz812C5hxoeVUWLa+F5eV0mtcKgpAWBCEDrBEEIfOMr1e/xvW9Ijrda7/QoaDTozPZcLeuZ6ocx9u4lDp/iLI3xNCeMS5a3IbFIFFfv5bLDU7+v5UX40v5WObOodj6WBNdTme4hZQ0QFSqQsjV4tBdSv5wGJ09RLgpjNFiIrzYz9SabnINBxjP2Hiyq5ufJKbxjOdpVD1MpSJ4q1bhUtykre1Mq0kSkwMUGl1MdbVxT3Ka3aU8xrKdYinJqdgJLEkHmYYSVVEJndmIrHiYDFpZlk9Tbatju6UNt2DhUjGEO6MSERw066vJl4qslnM8cWQnxwODPOk6yQPBKlKpNHv2HKGvt4DO3syptd00NsO+4CFqpVaGMim2pkMU5nrYEx7i07kM9YqA7OyixmTkN6Eoq3tmeNA/TUvBxrva30SV1c4eR5FLPQ142hbjl2SkUJLBkJ8jxUGwwyOhGO6QxD1OF7urrFSl+ijZRao9UfKCBSmfQ8nqcIZMLLI46Fx9CXO1VjLOGnYYjRQzCoeMZW6xzGGwFpgsQVNeZNpiYcmMhaucHTwWHGYgdYr+De1c23YD31n593xmxZsomprorTOwIaOnv9rMVstKllR7WFe1DofZySljC/EeiROlKK59R9gutzOUmsBkFOg1eNmXTSEmJVxBhYvszUhFM7vNs1wch6w/jzA9jeSLgSVPaCyIVVLIDgzTk5xljacZq9sFisT3x3axMzDGlBTEondhSWYZd6qcqi6waUiiSahHEAygQnfWzUP2HvoUiWIwzqZAniqDnXrBymHf/USGHuJoZCf5yBhFm4fJRjt3Ht+JLpNjn6uAOD1NoWDiv/1PYzfUEU5NM5ceoS+yg/ukh/nfY//LfTN7yOhFbs3/kulMP57qZWeHj6RLWX4zcA/R0EkA+jJHkf0DUBJBlhGLScpliXj/wyhlmWR85PQy71KeU6nDZGb6SE0fp5CPosT95DL+MzOJqAiC/myHOJcNkIyPPOd3VlHKBH37nvf3+UIe2lFfX//SO71OLcTFTSo5r4VIy2theTmzZ+hVVXWpqupUVdVw5t/ffW08H0Weq2z2+ZdLfi00dV/OnL7IynXXkmuxsNi9gr8L2vEILnLOJqxXvZV3J0MojUkiuSnc7iKKOUNDRMQbK5OaPsWEs42M+THCxvtJRERSzpNk9UlaOr2Yq0VyioLdlcCsN9HkDpI12jgcPEG3XqG60MJQ1EHU0kHY28yEZRX1jV4SaSsJShyaiJOvt2GylWk22rk4bueB2CjlVAlfuhpZlyCj6Igm/OTMS7ErYWxKidbiLFAmVVOPp14hETlFKR2nrWRlh9GAMTbEyekH8eUF7inUkRH12OJRCnKZtsw46pYPUSVFmS47WOstsd43yRcnZrncJDJqrmfS14dTNPGAQc/TwI7ZAzQWs3wyU0tATOLWmeg3WdgYnSGnl7CsrWPOaOdUIcdaV5mL2lTyJZWRjjYG50ZR4hmuaS1xUb3KYZ+RHYYcuVSKx3VJsNSSaGinMFJgfcsKjFXVGFMxcjkJW87NgcwYjQ4Prvpa1go6fIRpHRUpilHeZu7g9snDHAjNYejLolfAZnZwwONg1K3n/tVW7MtqQCpiXrKNhrk0deZ6PB2t7NLFiIUz9NTE2BKAjTELE+QZFXIEoqPIo0EuydUy2aonpYikMTIt25lUddzVOodRNvFu9wZyJhcTBQt3mrNYcnXMDo5jtVi4ubWd3JI2spkSqb5x9gaj2AsCidgUdxli/GrgOOm7f0ijUsPy/RGOTR5jiS+CotaiK4HLtIjVG1ZTDB7njrED3CEN4JkMcmL8CN8c7Oe+yBFyagF16jhSOcGVJTMPndjPUm8rvzr2W2aNCl5XF82BLJZciXhyknguwoQ9R1ukhjF5AqutlsORQY5HxhiIz3AsNsadsyfYFzjJcd/TjCypYVIZIVGOk03PEAkcwRAPIPl66Y8NUjq6j+JUP/8y8lOiYyepUerxZ0cQTz1Mf+Yo4+nTy6ObTE4UVFRVRSwmEATdszrCSTXNkdx+ZEElpaTJ58IUC6dXeCzko6QSY2f3VVX1FXeiVVWlKL+mkwmds2QyOd8lvGILcRntSs5rIdLyWlhezoqAf/1iH+ejyHP1jNnwXnNbm7ZhsqVZv/btrBDXsGL5WwhsupYVka18YcuXMbqrufLaN+Fc0kS3middDFBDC0tiIiZVwDrRz7gpgt7gZWM2TSijR97toOeAgGzQkxzbTChZRTRtpGHpIHrZSkddA5hbKLRuZDhUIKrA9KIMae8EVl0DM1XNxIQyMyk9rctlSouWY66boeHkckrpjSDKnBp2cEpuZmDOhFl0E4vMcXSuF7VuHZJnAxmri8NiDdKyNjK5PE8PnqKlZgXDKYV3X/ppsiqkZCuN4VFKmQBORlmNRCyaItWU5ql8gFqThcGZHB5njHtFka9tegubnHp215rYP3WSwPAupiQbVaY4R7t0LBYKzJVnuHv4INVGB1WuVkbHxzk+fYCQsUBDY5qD6RhLTCUaDBJ5g55Ruw2dyYJRH0BkKW89peDtmcKZjlDURcjPpfmHYoRHCwaihQS9qSzdJgFlYpgGKUvZZeWtrm3clIpzad7HA+vzrBBDGMsiQVc7Yp+fvnyJurKNA8I4wdnjzMbH8BejOKsdxPwxcr48DRaQ9C3kQkn8LiuTuXEsdXb6PGZ8rhWckFPU5qz8EjM6u5HN6SRiXuBxu4jZWk9fwY95xseT5iJF0cGJ9ARDqsJjoRDXdV+CM6+wT9LTljcRVvVMBwbp9So8JGXxJo30FsMcmRhkwuWiKGZ5OpYi3u3l24Unyc8NUYjFuH3uaZ7sn+PRsbvoyOS4o0bm9vQJ9o7MEgnlmOjvZ5cqcbshyrTsZ3dfL5N1OmYVlYlGHR7TIj6iNqEnw0lpEEsiSdbciCVtYYO/gYZsDaV0CUvvOD/teQyDo5ZiNsRQcob/PfVb7jr1CMlshrt8I/x29FF2TfQjxdJ0KnXMyT4EQY+1rouBGolSaAwO72SiXSE+shdX1MD3Z44RjYYYx8dhOUBBjHBcHSKeHCVrMvC4tZ9cZg5B0GO2eIj4e/AXp8il/RxRepgsTxGpMnJAPEghF6IkpgDIZwOU5SIlqcDRmXtIpSbJz52iPHn8TAdaQVUVsmkfypkpABVVec61QCqXeWh6gDvHel7yuqGUJRKx4ed9TCym/ogr0nP9sbMJac4vLa/KouW1sLyccQzOMx+bgE8CzWc+PgFseO1KqwxNjiYuq3kbbrsT66KNKKU0l27cyoqb3sea2rUAGDZdydZHR1hbCnGy6kmmpvWQMPKGjpU06cGTKWHTvZErMkF6pQe4V/wFxZxIYnQtcm8XxcH1nDgRxtM+SylZzdb2JbhMS1HmtvOUHMFVl2VkVkcpLVHdPYPKDFLOSzxTgzW9hGp3AUVez3C6lRm1iRa5k8PBQfpTR6g2LicTrGPn7ADL9aCK1RjLbtI2F0u7uxmcO8RN7fVc3FhPdSjJZzu3MyP7yQseBLGKzfIkfcdvw+Newrq172PiwIOM5PNUq3GOBSOEJ4bYXugm7CozrZvBKIv4LDKXrdCj1poZz81Qo08RlSapU8roljYxlZhhW4OXNUsLBBUjyuwwQtmAPZplvTjEYOQIzeEMf2NupVoRuNwES1qreWKmzPG2y/nTag/JfIqR4CyN3hoUkkznxpEEkSX1OVptEUoOAUOzhMlc4GdHnmBlIsvwqirE1hoWm+tJL6mjv32cX0SnITxOtFDCKAZ5+vD3eSoYZHF+lvfVrkMtKoTiU3RW1zGckviBEqW6sYqNdV1srqshVIYjw5PcFfLxoNHBUlcj17dtZ5lsw9xkZzybZ5uujh2FBCmbha7aGmKFMlvkDqpMBo6mJnF4arhi0UqKOYFWCeq8EmOxFN+ZCrO9zsvNEqypN5IwuFibjeE3unjjqovZMXOIU+UMv42M8CtxmO2Kg5/6etAZdeQ3NjHkn2B5sRVDUzXlpjZG2qv5n9koD6YC5C+q5cp8PW6xwM+Nfn7be5KQmkOp7mDZmIGIVUfXTB5jJMaB6WFODB/gSsVJvWhiJBGmJSVz30O/5BuP/j1CcJaYb4TWmVPUh3K01ntY1trMGurYZr2MKXcN0eAI/3PoFn7a+0OChhruntzNTneafR4nckcD5pDIE4kpkpEg7Ud87JsM05gycefRfRywTfORh7/M0yOHmU76cVUt4raxp4k8/Rt8px6gNPwU1lCQOtXNfbHDpAtBSrLIYGyMkiwBAoKgY8z3GPqoj0fExwnP7adcypFJTZOMjZCdG4Jslki0D/npnfxq4AiPD+x81rXg1uGj2HQ6EvFxymX57PjrP7xrrRaLiMXk2THYv1MsxCkW4kQCR1BVBaVURI5Hfn/ci9z9Vp+nE6/RaDSaV9fLGZ7xL6qq/gvQAmxQVfXzqqp+HtgItL3WBb4S53t84p9suhxBEFCkDAX/U1RXNT17B6sDbvggV7/xy3znmv+j9aRA9zIL29dvZpnOwVfe8Xm+9uaNdDfdTMkRgdQWrvfXY82byE7vRj9wiJmxMYqeCB6hFXNWR2JkmIQrzMr6lVgMMbKxAPqH85RJs8i6FSnZDKoNuWBAb03QN7aRZkTK6gn2JR+jVBIIFw/hmsszOnUH71x+HWlLE0+MHkCnFFHlKnZOTSIqY1jEAJ2b1qPLqkStLjJhP4pSzT83f5z6mi5WLl3JOxb9Cf2WXtI2gUOTCeYSg/SL47yvvZsfBEVqm+2stUlYjQK4beS8teRddqRiAIe9iCwYySIyXW2msSyyz9bPdDJP9YZGVq7yYjEGmRxUsS518ttglslkgbWdq/gL1ck2vQg6E7IpyoMzPWRUiaAUxWKI8vau7WysUijOzLB7eheZ8ByTUoDaJjvpuMCm+CxtuhS5ogFV1WHQlYkZrDQ4CkiqxOrramldplBKTZB2ZhkwCvRmArRJWZbZW1nrdTFryHEyJ/Jg8hSzhhJjg72IaoImdTGLO+tZEx9GrPLSmp3hu5v+lAPpOX66aI4akwWrAn3TM3htdmKijhU6C5dGpimFgnQ624hYkuwY+Bl7pD7WmqvQLXLTqIsxbYwjueLcaOrmqEvlZFUVgjhIMJtCNbew3NhISVYpFy3sLyUZUBPYSx5skol6Yw2Lkm5ODoxA2Qp11VzkaSXhL6DzFsmmM5TIEJOLlMNpniSJMW0gr6Q5Hh6mZDIQTed5QslzIh0iW23jDilOm8GIVyqwLzzCKquXrVGJpFSimM6RSUTwOWpY3NDCX4YydI9PUkik+E9xL3PFLL8pBFgZzbO75zhHIxF2k+Jhm8L+4RCPz40yXcjQWu1g1DTDfo/K4/oYt8RDXKd4uH/4ODdnTNgHYvxgaoa5fIKZwBgjbRaqgzEeSY1jOzJEe9LF7uGTNJXcfH3sCA/ljvKZp75HYjaMTmckmZtliVTHFdNWdnWK9El95KUUCSXJ/n27sAYzHLKME8v5aJscxDOwh5nMALfL9/Nk+BTtTjdTYzsomFTCmQjRUM/ppdFDv7/zLIk5yrufRCwm0OlNiOUS05kAiUKAKf9ecpk53N6l7BrYQ3joCNmTu8kqOdJKhnRygnR6hrgUfc41LhUfQ/yDTvjv/NGLPWnOKy2vyqLltbCcyzvm6oFnTktROrPtded8vBHwmd6+/hoAbC3XYHR1orfWPnen+lau3/Bm1jWu461TfTRctRbziuVc72zn8s2r8axuYO3f/AkOtx6XuROhKOKN6PmYb4A1mRPcrDSAqCM6cIrqHb0s32ogMm3EMbGH2mgCNThNT6GXpnQT7iojG0JBJmbipEOQjFronxngSHyEvuReFLkKMjWURR3dc3FyBR/OmhvozaY4NbGHWwe+Q/9QhNxcNaNzPgaTHk4pInVVbYwpOlSjwpVN76G9az1Z4yJWVG+m0WkjJ8V5w+KbENU0DY463tRyCbUeN0pNK1VTzci9R5ggzkX1S+k0tOLPQWdbmeisCZFuftM7RWhgF42lNNF8niW1zVg6LFg8S2mvWUStYw1PPzmFW1/HqOSkN9fL3vHjRBa34tCvwWaP0+zK82CqB9uUieVtDly5ADZvlJJXodHrIpuUOTkXp9rjoSEKgsvCF9Ugg8Us8ZTA3vEAiaoG7tUNEztVxBHpoKHeidckky7GkZcLFOxhXKut7IvuYmm3whu6avh2306K+SRtOhljTs9QZIp7Du/h4nIepb2OK40qB/NHuSXwEGPZWaQqJ6uri2xta2FfYYxat4LZ7maJTcc+uxt3zEC3twu73UiTs0irOYOxTuJr0V4ETx3DVisGvAiimRP1OgYEC28olZlzmLHmIowcHsXlyzKtmjHIBjqNHqYUlebFjcSKAjuz/dQ7DTw9MotSBpPZz8bWLmqqXHiNHuwFOzuFIDGjDl8uhsNkJZ4TOSRF+a4cZmNQT3CVnaAhwrQyxnLRymMdXhpMKpfLHhwtLdj1JqSikXAuQ54CAVVEl07izOmQphIsL+t5eO4k98ztYywkos8qVOfdjPXuxd5cj5gxsFUv8WNDmLAg4lYM/FfgBEfDc6SqPNRNpNk6p2NtbStLTQaiko4b0nP8pvch3mRfxFg5w9ejc6xwdiDprPQ9dQ8rxDbkU7OMjO7EFokjTB4n3nuMk4ZpMmoJc/USfOEAaqkZsZAik57k3vAgE/kovxneT/6on566OLbkGFNtGxgP7KIptJzpB2/lwckfUvafxByb5cH+pziVnKBfHiCTnjnbyY1PHKQUDVJSihwxT3DrqUf49wP/x1ChF93JIfxJP2ZbLXedeJxH5x5HL6lMTOxmdmAHI/FJevL93J+68+zQkt8piSmkM1P9HSwfp6j+fpVIj8fz2lz4NK8JLa/KouW1sJxL7/JW4LAgCP8sCMI/A4eAW16Lov5Yr/biJi+XoDdjrl6NzmB90f26NtRgv/IS9C2NVF37HsyG0wszCgY9N2y+lnevMrCHJt4s/ZyWbJ5rdDZa1DCJPRGE6TCOWJLQk7NsaNtPwyVNHPIIdMhWtuf0VKWcOBMu0inoTCfJl/QcOpQnmPVxsvAAXZNVKJlqbIVVNMZu5t7wAMZSJ8cCZpJZG7ZyBym/iyW2N9JpaMEhNDMimNjXf5KRnIm7+/bTaW/iksZORL0OodqFSXHxyNQQf9L2WZbZ2lAyYSQxRYunG8kqsKWmgbC5wJ54lqgKrlieWYdMXVRPwmVlo24pH1K7uf6qi9jg8UCHwqrZKsaS08zFTLgbvBzKTtFV1U6Dyc2ftF6JX8zTJ53gRMMsRwvjNDhXkJsJ4agtMWRSuap8PYY+E4fLj+JHpGhT+HT3Nv7MuphanYsq8zLqs1bcDpXJYhj7IhPjE5PU0UzMPE52Lo4aCBF21OOc87BlkRuXuwpTb5YaY5bpkIPh4gnaAgnq0jluFGq4vjhH9TqFK7pALyu0LLeREfUYXDkWtQXZ3qJSmBhinUHPFTov8kSe5V7oWtyIvUFA0Zd4Mh2hxuDgjlSYXK2Tyy2NjGKhI51mKjpLrJjhqZSMFFRZHQszV5jAVbZxwp+muGwts8Uc0UyJgZYUlpKMp76LgtVDW+0S8tYMGxyNhGx6TiQzLGqsJVrM4EjYORC04MZEi62BrlYj/qkUTW49bUkzHfYmriXNQ9YSwVwKua4Wj8tL0WFHMRcZQqHZYuExU4o9uixWnYGe3CQ9Yp4pyU0qI+MyuwhYFb6a9qHmZbJXtbPWYKNd8XIyH2W9s55dRQHPipUsXraZWXTUSi5OpqdJ58KUBAjoFSZzeXpKSVSzjicRubUYo23fSW6TshwzOYkkB4id2ou95OdweIZIKsaDycPoEiEeEpPcmC7w5NwUYVGgZTjFpWYr73H2kDwxTO9gHw+cfJxfBHt45IEHSAkOHj76FE/29tFjDfLU4gSNiQyJYo4duiwRmxFjpswvjj1Cf24W85xIvpzFmPBx2+Cj/Do2TCB6knR6kv35p1GVMj/Z9wg/jZ0kFphhL72MTD3FuH+AyfAEppSfHw8MMZuL4mgwMZtLgKuKom8UMTBOb3qO43KUnFLPjuzTwOm/qh2fHUKvN1MqZSiqIrNqgAF19Oz1JhQKnf1cVsp89eiTr/7FT/OqeWZemtc/La+F5WV3mlVV/QrwESBx5uMjqqq+LlcENBhecnXweWX76IcxeFwIZhPma7Y+67G/3/JPfPpNn2Jxy1rKN7yPktFJ6yorV1td5EYHWFqoYa+0kSmTgyZvntTOamLZJNUTNlyFKgxJC80hI+lsF9eQJiifRM6lCasn0MkSoi5Jlf4S6o2XIAWPst50CcuSNeh6/5OqXJnm6BbEXJn24T20FLMc9iWRjE00ius4MTqK1w7ZiSLFyQkmQz6GExlSooxPZ+LAeBBf2sC2miuQTSUMEQVHyURaCeI1NjKXKlCIuZg60YNozJF213NiZpTWnJHC3DQ+1cIvgzOkGzJU29ZQSunQ9RuYyuQRbAoRZYyqlhbUkSwbSp3s2D/I6FSGJv0S/IUkrcnFzD4dAr+JmpgNLw34Dhxh89gqVjfUYAtP4g0H8S5qwlXVxBqXTFEM8CtHCUeNkXKsxI2uDZidabpUA/3pAPHJHSzDhdejIyXrcJX0XNOxBNXYBekctcYmDMkMi5oC9DuKHBkKQZ9Md5vMdfUm+mJ6Znqj1BVayA2lmVX7INNHbe84bxydxC4UaXcouFwWirG97JbD1LibkBMpWkwiBauEPaDgjRQwOUTevs6Ku0HlytZ1WGJB+gMjmFMOLvUuZsjbwhUePR/QW1meyfOldRt4+4oraDHBoqVNDEpxqstFVjd7WZmL8zaLhas2LEGnz2DEwoG0nxrVyJtzWa6rbWF9kxGzXaU9B0F8dGBipeimpt6FuLiaBhy0OcskMmVEIYbJP8LTqTw/KYbZlUuw25TkRGaKlMdEl9FFoShTUEr0OIo0pfN8zZ2ib3YWg9nKmmYnV2+9lAari2K2zHCPH5tJx1x4DsmfAm8daa+BsteGp1QgFpyl1GBl2KZgDEqoRrDGM9yrjxO3KojJONeZl1KyGAmpWb4jj7Hk6uWUZQs7pVmW1VUzmE3xo0QKsmV+0neIoUSJbzBG2OnmKXmaXYdH6JEVJDFGf9pHaPYEd0T68ccVbs9NsXd6Jyd8cdzFIVo8RhoEJ1M2lZhSJF5Kc8jnIz4yR6kskNz7KF/d8ROyqQiiQWB3fx/Hb5+mT4gjZsp8a99DfDw3iMmY5K65nfSkpxFTOsbzPVjmJKTaWmYzSSbDU7Tsm+D/fvsL+qMzPDV6jLtOPM6eib1QKOBTAiwTG/llfw/RTARVVWhs8J69vpyIzBFMzpAticjPM2e1UpZecJiH5vxoa3tdjnrUvAAtr4Xl5cyecXYqClVVj6uq+u0zHyeeb5/XA71eP98lvKjmq7rOfv6H37ql3m50Djuf/lAr1Uvbqf6Hz6JWd7DmIx/j7eIlrExfy5ayGU/jcpYs+SS7o0ayg3+OrKviMr0Ju2IlbLWzySBxU1JkSaaGLeFqVDVOVVhEMCfQK0aM2FirT3EiDiPZ1TxgS3NJykbI9xQ3lgT2hqqYTrpoW/xmqodmaKeeq3RGDk8eZKTnYX70k7/n6LHHaNfXU5VUmZ2VCfpNRCejHBo7jlVUiIXmEAdHKf7mUaZDaYpWN8aCjWjWzgqllt7sCT7Q+VFy0Tj+wWFi/jDvqn8nub0hgtmlbMkuZrVjFXtO7sEgu6m1uvhQ3SqkoIyc9BA2OrEtbuSkb5YOJUWosIYO780s876DQFsbrqqLWZQUaZiaY+XRasYzLkZtK+gO12KO5BjzrkYuunG7PATyOsZmj+KKhPAPGziQLFHQO+gemOOOUC9Zjxdb2ESDuROjpZN2TzfXFlcxY2pA71mMd/ESZiUHiz3LmBBipHplxrKnx7knVQuh1DKe0Ikgx8h4jPxybgCf04icz7E4PEFNUeZaexPyZARpfBKXTuG9kwkaBQtLjRdxRyLIyjoDbdmlWA0txBpOcnVNFWnRxJHocQ74H2Blvkyrq8zVZjMXKQ5s9Ytw2QWaXN2kakYI2KwkdHM4LbMohjwD8iTbZRNtpRLXNEGXpGLPhLFiJZVT2Wi0YWxt5K+rq7C0V7OmOcrS9gJb8ymi+iI3GlZAVQP5LPiEMpGJCG9vWU6Hvkg5LxEuq6ysMhFaYsfiKpGemqbNayFlFvnlrp1MBBMIS920t7ZwZ5XML83jGCYeJmzIcsWSBsTwBIKYYUPbMpobnGwtwkW6EpFYgFUOE9RkyFrgW04TBmOUuvoix5Uyj6hlfmYyMeiWGI8myRhcLBGdjO87xtF2O2GyXGVtpzeXQWyv4fq8Dr8a5WhpitXBKGWvB4Ng5KiSZalRj1BIsUwx0uDL4zMUOaSmUSkz6B/m4dgYE0qWjd4m5pwiVbaVjGPnHbZGrja4+OrsMb6VGKNH1OPyHcPuMLJDTbEre5wJMUSupFCnWNmsq8UnWGkqSzw0tY+uRJGnszP8PBLliViCbyUmONG7k5nJCcqJOVapFn584NdMhGeoN1uYOj6IEIkxmh/AEIpTkErc3fsIqayP76S/R7gcBmAmE2exCe4aO8aPBg4SVCPMFMYBkFWZeHSATHKKsnx6nOb+4EvPBKKqKseVvlfr8vgsGzduZOPGja/JuV+vRkaeO8e45vVLy2theTl3mncJgvAZQRCe9XJKEASTIAhXCYLwc+BDr015r4zdbp/vEv5ozQ1GqtwGPNuWYNh+NfrV61hjcFNnnWTbzVv4q7d8jE2LlxAsDlPWCbxdsVBjkFl71Uo8OQebP78Fxz9/iaOZrZTCsziCm+jKqzSLcZryo1gL09SXIxzLhnkiv5MV8c/hEPV0q/uYzHopl9YR8i+nLWlDmcxj1bkR7Mt5J9fR6GiiqmY1dtGEfmQKff9xZgMqzmMHqVULEFhBMR9DJzuZjvrYkRmhybyZcKiAKhQpB45y4NERui2Luaa8hBnFxBFHN12jRQJRC8tdHyRtr6E2IXB4YogV0nbkhJfxQyHssQw+7yY6rG0Yw0461e0sklrYO/A0ndk2qvN6Lm5ZS8zooWxtoS1Qx7C3ibxNxOzcTCmSYnY2yvj+EZoWLUGaFkncnyHeV+Iqn5dvPv1VTCMG4qEUJY+XRdXX0JHN0Dc1zIopO0uSJsYePcjh0Z0kSxb88QJxIcuxsoWqcpJpX56T0XGOptI8cvQAK/UeNhlaEEUdOnUdq6vXsbpqE/Xper6dmMLfe5J+h42h3j7q6y/jetnJ6osdNC4yMD23l3E1xvBEDx10sNopYUhXYZkqcmr/FEeKRm5qX8bKbR5usDood0dJ2YrMNIe5Lg+D3jqk4R0YPBZ8R8dZf5GLTINIdVxk1eLLyRuhL/kYtu4SegU6agT8+nqWBQRq9DniqSIGoxU1l2Vd11qMehfVljwbLO3Ulmy052U+NKNn4xo7J+firPUo9DqKrHeasCQTLF60mssdOS6WjOh0WW5YVMfidgNPlxL4bbUsb7bRWF2DtxSjXTQhl5IkdToSFpUtSgmj107MZMdssrJYlNnovpiV3kYcNUU+LocwlsoklBIFp4pHNNCUzuAt2GkULJx0l9gTDWGrrUIYSREuFlBLFjKSD4fZxkw2yob6eqweE58wZwircTzWavYqSRoC09g9HuZIUIik6CopvLGzC5o6WFxl5FRiCgdm2lx1rM87WW+po0Ffix6ZcEagVNaxQTVQFU1iSBcYmAywOxnmSSHCUX2BgkeiVrFTqwp443k6dAoei4MrrAKhcABLWKXL0c6MWyJZLHGbZQrf0BiGkkwxluZHhjy/LWUIhAeY6z3E0p5Rhi06ftz/AOOPHeL/HriDjnyEk7YEPcE9rPdsZEwcQVEVBhK9LPE2M5YIstRbzUf2/owd8UNMPn0/d8r3Iwh6BGstc6kgiqLwg7678Wcjz7o2JcT82c8LUolT6iBTyiy7ygcoq2WOR3yv2nXQ6XTidDpftfNVgtWrX5drhmlegJbXwvJyOs03AGXgdkEQ/IIgDAiCMAmMAu8FvqWq6i2vYY3nLJ/Pv/ROFUS/dBmCTod1fRv2OguNW5eyvbODeqcDW7lAWdUhp0w4rlhO7aJmLn3jKtxVdgRvLR9apkNJRDD6D1FlNtBoKbEhe4wlyV0cnbNTUCZY41pFITNLrFRkneJhLDBDT3IfM3OH2Dw4Skx/MY6ySCDVzH6uxJkz4l12NcMlL1GpjlChDUfWjkc1IKo2rqvaxOjARggVqTVuI2XV0WoXWDPnY+1MDZOlPJnENNfnmpk5vAOLcSuN9hvBn0SxeYia6pAVE2W9jdHxQYSoSP3JKCu8zcxl6lGsVvRlPZ6gSPjwACuDMQyzTjqUGOmUj0wwTcroIiG42WFaxKMDx6g/tofBmSCJoRNMx/OccKf5p9v+jsGYgbc7t6CzNXJR81tpTm7HNZ3lfY2XsC29BDmWZ0NmBaYjTRQHO5gTGxk0xBDyRR6ZPEEwITFhmiZ3ao711qVcUb2daNlIlZrn/blLuFRup1FxoEzP4Z6JU9u+GKvqorF6HaaumwgH/Ny3r483+SREXSuWVW9EzGdY2dLNl4xDVBfrqPd+BF1xDcW4yJ5cllIuwWLPFyi4LbjrDej6azHbq7n7/jGO+hP0yHbGS/XEh3YzpJ9DJkFU14jD2cTOXh+FghHZNMrykVau7G9kfDzN0ZEMR+x6CtEUMze0Ysml6LNdzDYlynFnisiUlazBTkcJDrkOM2uWaQoOUBfNcqVdxVxjYsheojaaZLE9yypdPdssHpZVe0g4dNSJRtY782zMBWjvNvKJOhfT2OhMy0xGxxkL7OWavIFeex2dcpSCIUvIHsaxpIsPmGe4OFOkFA/SXl3F+vXtxBqaiUYG2WRswZON0rDMTWdjEzd1rKfVZsIR8pHKFXA2ViFH/KyWRfQY8JijXLzIRX3eiHv9IpYXsuxqrsZo0bNcNVCdSRHKZllsryOiT3GrPUOV2YXTaaTKKNBkbwchh0Onsq6zk0VOIxOTQe7LR1jnj9HUJrNhlZucqUi33sP7nLVcYdSTzcxwo87MdbEyK1x1RHIFPHo99rTEOzDwjozA8iYbR5UYrugMKb3Kp5xm+rITGBt11Dgs6Ex2bHIdY7lZmsxGRohS6GxmoEmPKZtkd3Gadn+IyWQMyR9mMuzjVwceYLI3TFgOEhaD6GWZp5Q4kXyCRfV2LnU4ODo1w9SJAygBkYenp/nhyGEemzrJrcd+i9FV5usjt5I/c+dZVVX+4vBd3DpxgFi4j7/e8VP2hQZYnV1HkSIpMvx04DDBxLM7zplSbj4unRVpoS3mUum0vBaWlzPlXFFV1e+rqrodaAeuBtarqtququqfPXOYxuvF+Z4943yxvf0tuC5uwdDoPrvtT677CKHoNDVv2Ix55TIA2tyus8M+rt/awKXlTj5lrqXdbmK47SoiYg1G0Y6jUYfFkuAjl9UjzeQZiiRYVSoTEg9QnBzGPJampixiiblZcWKQWKKaVLYeIdmEZaZEsLycOft6YsllfDHfT7JUh2+uiWW1AoG5mxicnEPX0MLF1X9CMOWi0b6NYiJCj2klumQM60wCWcwTtjUhm6qIlXQMHdtDYSpDLmRElU18oG0lnp6d+PY9RM7WxY6xKdBBXHbx9q6r2eZtQOefw55uR27xMLJjPxcduYXu5SaKkh5T23ZCEyXubLiK3qNPM1D3CYhn6Tl2hMxEADHgR9r2dnKKlb1tNyOs/Qtqa9eyOlDNmvIaDPXbGUuUsE5HyDov447Retbol1MfLWAo1uA2VaMcMxLpOUBD3M4SWzX1jnWIUpla11aSJZlg5irK9Vu4yrCY8GQCZVZHUu2g2r4Ie3wLf55ahmfSTm6uC1eHSGA4SyZbYJlrGVUDXeiFKsyGzZwaVbE6HBiEKmJiHYrLwXS0gFryYhvZQjE0gfFkiMPjJnqXS8TLM5TEBoRynHXdb2DXQRHZUkchDToTDOuqEFqvpzPRSNSsIKaylHSHeWhyiEE1hC8whb9NJGaykp99G9PTEp5INXNzIa4bGuZEfJqjuRgnHVArx3C1uagyLaFc3czma1ZAaYg+k8QKdOzMixyKB4naamjviTLmcbBBdbDGFmNNBtavbWB9Ms5ia5lrQ6Pscnm5dGkdTSdP4EHiREMj9/f/nIyYRzkioxo7qQomWWVpRlLnIF7GXNvAmpyODcuKVJuNNHZ7ad9j5qJl29i3yIZB8SEqKi6bimjPYAjvY7vdir+xiBmFrfEcLW4LziYH22NZakoqbns94ubF+IJh3IqRRlcjV7o9/GlCoSPuI7uqieu8DeyfnWKs20v/aC0kbfR4iuxvNvPBQR81wAZVz12TMRbJaeqjKXLpOFe2XYbbUofO1cxcjQP9qjpSgoROX8RsjKNWrcXuKmMxi+h1SRRjmovkGIIQZUU+S7lU5KjqZ6Ba5ZhJwWUx8xsrpJw6PGYHH5bq+EDezoHECP7+CW6+/f/xs8BOdif3ERPDzJaChMNz7B0f4HZvmJPHZ6mePY4+ephg23EmA3PYBZkTUT/fOvUgd4wc4XvHd+KxGHg6dJKYzoPFaOWhsVG+MvgI3cJiZsQwVUaBXXN7n3Xt+kH/Pcxmg2e/vmush3DhpVdu3dVzjOHh518E5kK10IajVDotr4XlnHqXqqpKqqoGVFVNvkb1vCoymcx8l/CaEKxmrDdsedY46E+99QqsOon2T18NG69+zjGuxjoaOjxcb/fRJBT4l7/6KwoWL3lLNR/88Af463feyHHrHN1xsMx20t1iRiJBXVLPG8VZHMkmLpudZulyD7akg4awTNS6muroOHLZiCSZWDMHtwRsjBfspMqr8IUaWW4pgbgYVWfCJ21lNloL9S1Izg1saPpzetyfJ6cYOCA6SBarSMSiTNR+jhZjM9ZAgVI0jz6dJWhbxrHWG5ha/s9Mi41Y7bXoBYXJYisOTxvqkUGGGj9AlbOT4nSCKzK1rF++icuXtVHMlWlb1I155fX0RVpYt/RTFLxLWVR3BV3G9/AN64fotniZLjVgKNRQFHVMjxaoQWa0cQ1VdTZyDXXMlS5mS0JkusWEqaYFl9TMjO4NdJlWYspFeFOmlsttV9H50F7KcYlN7s2YBBeqUGQ8VqLkbaA/78ahtJI+KeAfjVB0bqS+uJKN3kuoKS+j17IGSbIS2HMp7epN1KSgW65h3LSCDW4dBk8tTeXVhPv3ksjbCI/pcRZbkFI6yq428g0X866snTZ1GUv1HhyPHMNYs5Tm2o1IehvGmTiW4VnqC+vJKy0UfasZSn+Qp7kWQ66DpTori+IT3OiuJzBoweNxY02fIlNqw+ywofNWk0+XOHAqRZfpEuL6JNJiCd9l1ZhHTSx3VLM0ryMyPcB0dSv7+kxU19soCMuZKYQZFvR0b/sQLtNWSsbljBuMeJrtiKIO94Z1WCMWcsU56pM+xpe62Wo34ZkVuGjlMvbM6qnJTZMwb0CWCljnwgSVLNc7LsEam6KhsYFivImIvkzCM0Wdy8h/Fh28cWCYbS4fNp2HlbpW1ni3sMpex2bVwoityIlMljFPkVqxGTclmvVuNjvX4EsE+WB4lk8Ym3mDFONEXuSwFMLTmsE9PsibZ1I47EaUZI7Z4Sco2xQ+ZJdI6ywE00GEaBUpZwmnnORAawcmbz1LXXV8oamKobWNtNoWsbm1izlPP1ta1vC4xUOhNkdmAqoNCkWbm2RTHCdlatUC13S6iSlzrF7lIGIxscJQYMU1K6gRPLiNBUpugbApTS6e56guhtGpsDfQy8bxMX7tVugfOMnweBJZynGNBGvLVRydOsX/nHiQ3b4J5LLATJWKUgzwWH6aw3Efy0ZcqMUpnAUzGbnIyUg/39z5fUYe/RXMDDGphjg8fD9u/QSlgohd0GFXHTx16gCd7VmOlmNnV0/si41h0hk4GOw9e12KFNL8vH/P2a+n0nEmUzG+dXwXvmwSgN5YgNtGjzPqm3ltLqivU9qdy8qi5bWwXJC3ZC/kZS0F47NnBqlxW/mP91965sHnvh9Tp9eTcZpJNGzk6io3bruD7NJV5Jav5403X82bL72OtW2r2WDSs83uwfP5L1OX9/KZy5dx0592U/f2Lhrevwz3G9/A8rzEplSRcdsyes3LKY7LGCadrF6cweB3c3joLkxSkXKiEZMQwmp0QlHinbV2LKkiFreNgLODmlI9jbYNHDSsxlK9DTWnED38I2yNHmTnGlz5AkwnUcweCrkaamqvxtnSST5kxV9sJZxSySd1ZGUzlvZL0Xs7aW3K0CILvPUzH8b6l39Lh8OOFMkjGK00NG2hpWkdRVsbozNF7MZG/qxa4kjdDbhWvY1C3sRfveNt3HCRgWWCzGR0HZHoEtwFP5GynWLNBsbt11JlylHTZuU7ux7E7e7Ca3XSlHZzV6SBE9MtHNdZEMUqOrxLKZVVovYmLI5LycQEnKkSea8XpWBBV7YjJutZYXEirtxIX/2NRNZ+BiVm5p8+tpiicTnNyiamhHdQMtq5+S3LmZ21stq0mKNigrRxNasaZ9ENtxB/uo+srprpch2FujdSkt34B3fw5dQ4Q8c2Iw2V8NDMQz19GJQ0a6U30Wa+DCLbqFsioHcWIOaC0kU053XU2jpwBlUWWdbT0trGgRNglF3EI3aq3FvQ17ZSyNYjb1/JYHAlVks7ZtNFtCxqoj7XzqLkFBOFDKaRQxSVNo6PrKfWXMXVdSr2SIje/T6eGr8NKZBCZyxhTTVicDfjLa3nwTW1JGNeDqairE7HmZraiFTViqm0BkXXxcVrP4NBXclYzcWkyy681NFhKXF99XJswhuQQyuJOER6UwZ2b6plvKWKzGV1nMqP0oMVtVwiXYyilpfg7oJVy9aQy8m4ix42WzsZafWib9RTnZXpvaKTRZ0N1CoZSsFT1JrrSWeNBLZ34LKvYmqjiZRQIJtL4queYnJNK0b/FkoTKvHkejqpoaEuzc7OGuJLiv8/e3cdHtdx6H38O8u8K2ZGyyAzJo4djsOcBkppkzJz3lu4ZcZbbm8Z0vSm4TScOLFjtiyDmKUVrHa1zHvePyRTYsd27VhaeT7Po8e7h3bO/nTWo9k5M7QQ4NOB3exJZLNXGUM1z4jaoKcj1YV1gQa/xkYoXsaVVhvv8MRIud3oDeMsL6yi0JugqLgYU04FnUYfS/LmInrDXJBfhGZsnF19I2RaFd6SX8XaopXorTbaVDF+lhijyxVidYaFlOJhmcbOsj4f3uYd3GizM38oSo7PxyKXloA9mz3DnewKT6D4NGzq7qMz0s/EgJvMRBKjpxMl4eV5k5++8RbGA2PsDXQxoIzgGBwl1+fnzy2vcP7QPrJUSdrHhwj4B+nxDfHzfQ+QabATTIQZDblpS3axLbiTprH9NDtb2TbSx4Pdu3jrX7/OxWo7Lwx2Ek0m+PSm3zCh8dMWcRNPJgCYiPpfN7GLM+h7cz5sp4lsuUwvMq9zy6ysNEej0RNvNItctyj/DdfX3nAJtV/+ONrCEgAWLSpizdLJWQszzA5uWnItDo0LW2oYw9z5XFQwl/PevRb7ve/GtH4RxXfVQnkDlZoJFue4iArBbksj5RRhHRon75oyqqNWigaLqAu3c1mVk0ZVHH2BBVBxya0lXNBgwCUcjKQyUAZ8NOQlCSWySGgyMQ4HWFytJvbsMwzsEXhGIlRnKfgyCwnGctC05DDRZCfRmSCrqJTR7nbcA278CYVEUSGxES2qoVFu+q+byLtt+aGW+OJQgPhEklTCQpnNQL/XRGV2iu3NvWwzFlCiaqHHm4s+qKbIYefaxWV88cvn4RlReO96Df6QhlG3Fb0tyqacKykKjjI+lkV1zTUkIhpGbNXsdaxkrHg5+nlrGVj1SVyqLCJOLfpEHtsnzIyG81jcOcQ3PryMDlM9NdEwSWs1lj4f666ZQ4e/kKjWSFlhkOIhJ3qtnqbhXFx7jbTv2E58ZLIvacQZIqy3UVB4EQaRy/9718Wk4oJi80VEAtVoNApPHhhlsPwWVKwl6k6Roaln2UI9mpCFbI2V+cEgJSZBRZ+T3jYnmmiKNfNtuItKyR/LJE99OWH1Bi4QuUTjhaTGLya88UmGD2iIj8dpd4dI1V9EXFtP4tU65muX42tbhCMyj9b7MxjrNaBfYGNk1xbG7EvobluDNrgAy7iVJYnF/P6Ahfm7NrFu/GY0iUXE1GFisTl4OyvYPzGf6GAGI9sFhh2jbHMYMauXEm+9lX8GtYS09VjifobD66grWI9G1YjJF2J/RQVioBSv2oHiXoEhugzfy0M82qQnsEeQFTgfU/lcgoMKL7ozcLk07PeUEB43Q+8oJcJONFFHtbUcTUEDsbCReboEXQkHLVoXA6UO1mfZSRUqOMdqSA6p8NgG8WXmEEn6KEtZqTEXY/YU4naV8e6MKxhym3CIUjDayC7VknAXQiqXVdlvpVCTzd6sUaymXDxDFyGK80h2L2KgVSHWE0SxV9J3SRm9TgOb3VZyCx0wtpbGsnxUE0X0ZsZw5JUxEFmFKiPJhGuQuiwTSxzFOC1ZdHqeoz5uYnF2Nm1WI7WeCQrCUXYmxqi3p3C6I+RNxNBpJjD3DlCXC4WJMZLOdvR6HYZIEiUZY6O/ia3ebkIuFw2+KH1BHxVmBZGTwh3wE/YEeWa0jVj/BNpEDGN/H891bObRPDW7OpoZCI7jD43z0Y2/5j1zb+cZ9zAvjO7lBwf+zMMDGxnr3ceQezfPdL3K59r+yi8P/J5MEaTZ30k8GeflfRvpcu9hf3wXD0U38fGm7wDwvV3/y886H2Lr/icZ8g6jKApf3/HsUZ93iVTyuLPCxpU4SWV6xvE/WU1NJx6xRJo5ZF7nlpk9oPF/SK/XT3cRZpSCBXMmH8xdDMAF8+3oNEf/vVR7ZSXJQAIhBGszSsgoLwZAlXH4zvUly0fQ1peSfCbKshotgQe7uPs9ZZgbdCzgd3RH4G2feBeGbAvzUgp/+tcL5BomX2fFyiy+/3KCeExDZXCAmL6WIX0G/riWxkg3N375ezg3NfPA/2vFk8jgw79byleeGSDkCpKREaP32T6igRFURStIep6jwFrCeLcGY6OF4vZxDiSXo7Mc/Q3DbW+by8bH9vC8345GD/M1Bt76lgq+d5cHtUlLr7kUd6yaKjF+1H7f/N0aVCoV/34uSHIizOpFcQLhJO+9dTmX/LyFdVUrGevXoM+FeMJCgd9EVJfEr7YSTthYlexA6C7jld52brhqLrfdugidRpCMKzzrv5CM/Hwu7NqMXV+PSi0IK2r8fgc3XjZZ2VcFnfzDsojzSn7LhVWTrWg1eVH2T2SRb5iDNu5Ar9UR7holWZ1DIpXCrITJKXs3BqOVVIWDFbb1kNKR35DD9t1R8tRqErVXUiUG2dOXj2uohx9/owq1SrCrZYLSsT207s5ELC1lSWEtB8ar2NsTRKmsICqupqang6Bi51VLK1k0YDfPJ6OvlT7Darr1gk7V9fgSBiIHIqTcz2OsX0Y8amd+bgx2lDMwtIlBh4N9Sgkl+ddhMmfiCw0TDC4kokBKiRHvSNJmaCDQvwtlfwRL3EpAZWSe9nxScRc5eU6GnjqftrATT8SI/bZ5BMcNdIzUw0iKjKUJxp1LyAtvZfyVv1A47wra4/XotL0sWQdjnXZyEQw5O4nu6OCp0jwuj+YRThYwPidOYcDCYPeNlC4L0DdkYGhjmMLaTBpTUR7JzKXavIAdnQdonRMjo9fDSHYOi3OteDdmE8ydj+7FBG/9+3lM/L0JZ6iB0Gg3bk0h6rgZt7YLk2sDw1k/5LxSEwG3mYzwPBz5Qwy+kkuo2Ipj50JcC18lRJBCzcdwjnfgE5kE1Wr0zUUYUzbWzq9Bu7uQPl+CwgI9Xr2Giydy8Pr2YczMx97fQUZOOZboBJnGApIlGcR8IyixQaypPCqy56BTjRKPWtlpdVFVbyXfG6XdIxAFhdSG80AEEOM9ZOauI887hN/vwSNU5OKnQGulRqfm2eEBCnUOhvRxtIYgzw0PsS/sxe0rQ2tW0+/28EXfRpp6tvFibi1DwoPP1c1AQgvuCIt8agKFcxiI9JOrtZKjzaM0L5/nOzajbuihp62foqhCnyZJn2aQBvLwx0JsbHuepYnF/HmglTJvG++qvByNSsV4JEiWYXLUpBfd7bSGnVRp87gwpw6tWs2/ky9ymfoCNsZ3ElD5uUZz8Rn4ZH1zzJ07d7qLIJ0Cmde55aQrzUKIZ4HvKory+BHLfqkoyj1vSslOQywWO/FG56L1NwNQmvn6GQuLb1lEKjL5FWj1havQHOMPD+ut60Cr5tK4lwvrTJhzzGSvsqHSCDJvaeTWeBJLVS4w+Yu1uM5E/tQUoznFDlI6F8kRFe/86iXc/9duMk0qEuokCy7WYbc6sF92Pms3j9P2YCsWq4lERA29XXztj5fw9if+zrxGO0bng1z3jruorVrKDV9qZq3OzC1351JSmfG68hbWlnFTZRHVnS46Br3cemEBAG//2nWUlxbx1be8zBrrv7n+lxuO2u/gjaQbzs8gHEvxzkvKufqSX2B+771c1bOTgZJLiTpj2KsdhEZ0LGgNIYw+nsgtQggYceQR0GRx3/XFLGysxqjTAbBukZknoiWAwpq7J7/Sq6xOEjJEqf/F0+T/+D0A/Ppzjdx4zz/52ue/cahM73hnAx/4Y5iychvCkgIg2txGl3uYlgz4yafO4ycPBMj1e3AHc7FW2RnvV5EiRbZbT5N1CS7Fw4aONj7f0sM9t16FXjM5nnlmnpb20bmwTEc0pUYTTxGI6BFtf6B07UcR6Ljz47ncV30p3/3UiwR0WgYrclnR8mVyGkuIjObjrczEaEwQi69mfUJhl9/E8PAEKvYwUVhHKGGjUDuEofY9jGkNdO/sIdt9LWb0qNQpNBE9Q57LWbe+kAM7xwlPxDEnjagMSdSqAipqerisaBX72+JsKKimfF4Wrw7/k85XDVgGJhgv+AvCdy+RqBFD0e3s8nZTbK3Av78Ms22QWKwAR56XroEL2BL6BzWJFdgzS+jtrQKRR//AjWQt76DIZmOiox6NpoKCuruY63oMY47A5tuA27eFLFMhj+/wcU00n9xLw4w1n89E9mIMo2G++4dGAO69cS6f+Zuevd5KTBqBWZlDSaWOhAZUrOfFv0yQX1lC5qiXzvuNjG7/IzVVd5Dj7MI5dB5545C055Dy1bB16HliqQRL1ToMESO5S0x4fPMId2XDnBjX5uaQ3fUESskcDKEwiw1zCRMjpYTJnJ8gsi+XxEI/+c5sCoezaFsxxqhSyBXdGSQNSVrHB5lry2CBqpQmXQx32EdRbIzFKQMZSR17K3IYbhmhFANL1FqeK8hitSdIh+KmPTJElS0HU0zNkvwsnBE3EfcgwVQO9mCE9o5xLGjobt1PqVHFxqExOifi3K4qQKW3oAprOBDZS7a5kOBQG5G8FAmDiZwdHTwVaSNDk80afSbb4+O09rj4QPL7DKoSJAaaqAnpyQ7F+GPXM1xXuoT2CRf6bA0jrv20BfqI5AT57u499PsH6U72Y60Mc6lqLZvdPYRiKS4sCWERJhRFIZiIoREqDBotO719+JNRLsg8PJb+2dbR0UF9ff20vb50amRe55ZTaWmuAD4thFimKMqXppYtfRPKdNpm+oyA00arO+4qQ8nhWcMW3XHdMbcRusn39Yp5ZvIsGtQXHD5eRl0RxdlHV1yrTVr0U2OsqtUCFIEtmsRi0HLtNdkMPuskEIC6yxoP7XPef13NwnesmXy9TjUVVjcAH/vlxRTnl5HpyDq07SNfXcCPHuuhvCYDzXFGTFFrNCypy2dJ3eEuLCuWLATg3isdVLztUkyZxx7X+8Y1xRz8kvevP7oJgM/98l5u+vYoOWPd3Hr1MpzP/JWFy5dSljmHh//pQYWgR1UJCYVVyyqOOt5lC3J5tbubwIiB7HdMtk4sr83AqtcSWVWIZqovfqbDyDN/vf2ofQuyrcQjXgz5sKJkcruCXDXDah3eoS1UZF5BY8MYGxZV0vXXh/hd90WEe0Yppo6aexy8/GMfxdokSz9dyF3ZT/GWa1cdOvbdS6p5dMcTbPPUIdRqhjV52EJJ1l9VRbfLhNqQoLymDIDLbyomNOTj+c0uHmuwcOMdRmpHs/hpxyhhvwlbaTFCU495zw5y52znvnfcx1ceCiHqi8gPjuINaMmtDBN/6QWGleuxmD1orHpyfQYysqqJxrTU1lyGS7UbMW5g3oIYLz/t4/ziEvIpo/ROI0I9+XtWXVDJ4pfHCHc2ofrge6nMqOKzn9iHaWUuV1d8lWx1ihFfgtiAGmXMTMb8cWKt1YxpRlhguBvtKymGjDYyMsKU5RTie7ycksJxBpVyUikr/UEDFn0N7UkzrpY+7NkDFM2fz3zPh/Hkmhlv+SnZ7gXkxFR88n3z0eonvynQazTUr1DjeyWfV5v/SX5OI1kxEwvndNHcdB7lZZBlDVPT20nFhB7fp9ay6Sk/7/z2BfzXY8OEVItRopA1GuGLl1/Fe379B9ryFxOLusl7Pp/dSgF3rc/gpfFqErbncS65HK06RG9sgjzlPERiP3ZfjEjKQK+ui/LMDN5JLq3zMtnTvJ3GueU85hgkL9PE+FAm/UVVWIYMZESGWB5P0hqPkNJa8cR7macqIzHHjuh08Ur9QnLGomiL6rg8b4Sfv/ww7xmfC5oAw9km3tOv4ocZUbLdIbRCjT0QJMeUQ2YkTCAYRy3UmH0Rqsxx2q0qyrOjDHbFcA7u4AoiDClREiYLe/xuMBeSH/Fyiz9MnqGUnUOD7FFc+AMKtVYz2TFIDHTiyitGpd3Bo3ELf+kzsSrDwMh4J3pfFuWWBD/a+y/GCfKl4mv5g/cF+t2jFCey+Hv3AyxvuIiBkI9t/g4uyKxnkAk0KXh+YDsLFheSoZue8f6Li4un5XWl/4zM69xyKrXLCSaHm/uREOIR4M43pUTSjFdo075u2dzrLn3d7IbWvGKwOg4914UMLCmdrIZmZmZgsvdSbdQzPj5+aAIDlVqNrSwHgN6N/+bmT60AYEH94te9ps2ko65Kf9wK84nM/ej6N1x/ZBcWy5zDlXXjKNx4TR4atYp3rLkCu9GGRq0hFhxErdIQ9OiIh1/fb9Ks0+IfsKEeO7xuRe7Ucd95y1HbqtVHn5MQAke0j7fPX0A8NdnSfMv3Ps6tRiND7hAmrZbSYj15FhOl772T/7l7JyvqIVMUgh4y3YJQTxcqUcRn3nXZUcc2adXc9N4NGDtHONDvw+Nq5O0bSnm1c5CBbR40+bmHtp23ooqe9k7ek5nAcv7fUKvUKOYkOQE3nQMpkhhI6DN514caKJt3J0IICvT7UbkVxt2V1IW7GDQ5+PKHrufmz3yZfY//hX0ePw98sY/89Sb0/XpslQ6G/HYK4wnetaqOu1cqh94Djpjss5JFiIUDpHI82ApqAfjuTxbwg7u2UXatnpQ2yXf+O4NXD9RRkmunNH81t3/6Z9iuKaGHBPEcPdrRbhzko81R8f/uyqd72ExrM0RdKZybfkrB1feQ6MrgI1ftZWPUzjOb/kix7VtEUzrUiVvRmcxcmQ8W09GzkN5TXU2OfZwq/RJyhoNs7tjHuisvZv9QDGNLHylzGbd9cC1mmw3UKpaVjWDPycAQHMFRkU/CAx/7ZC1CCG65q5K/fj/FhMnA3MXrGO1zc+VFc3n8B4PYLi5ldOcSFMVPpPYhAqlLqXMNkrmolNb9dhLFAxhb1AQXeBnZrsbGrYyMmnFZglitcIH5GkRmC5aOAiqKvPSZnDSEGvHq+unUZ9BpilOkLmPdSIBt5ihVERN755hxxDKYl2VHE1bxXIaKCp0V7WWNLGvxMeQbpRYdJSMDTGRl0Or2oKiTFCLIiWt4MRihosJAIDtCZF+SeRELL+anuE3voEmTwmJ0cKe2lF32XiypMoRrN7maAAeGYJnGgSEYwpBXz2Ndm7BHx3jSXcxuexxnPER8VIXBoyJPZDNQGiAzIfAlgyjbhrlf10dOTyuDSTPZURO9wsBTphh6Mzw9sYf12Q1sbH6abuce7ksKrk1l0ti4jqhIUmYtOPaHxJvA5XJhsVjO2utJp0fmdW45lUqzUBQlAbxPCPF24GXg9d+JzwCzYUbAdHPMmdQLyo96ah2ys+gW7aHt42NhVq0uwmI5dqW3oCRE7dKqN3zdqxac/b/y6yY8nH9lJQBZlsMt9JqEh3BCRYalgPyCY0/lbh9QY9FG/qPX/cMXVx/1PltyJivcNRYTAAvysg51ufjSZ2qpLD3cDafY1kPy1o3AsfvfqVQqzi/LoirXTOiAh2yLiUsa1mO6vJf27qO3tWTYsVVmIqb+WBEaNdfUVrLH4eHpb/dRpo9Sfk/toe0/dWs9vnCcL3xknPd/dwFW22R5b198OUaNhqU5GQzMGWRHfyZL87y87HegSTVw7zsnvx045u8WYBWZpJZbUKLxo5a//UsN/PJf4xgq3Rj0WtYtrDy07v5dH+biBd+lpnYrZR+7mHtrG/nEZ/eTspViztMzL0+P9pkxoi4XP/7MXfziDyby/cMsv+ACVD02cjIyePpr4yQq8ilcuIQ8JcDiq+peVzYhBDfkroS3rMQ/EaTuWROVLKKuvJMllvmED/wZS+YnD+eTM3Wu7W52BXT85lPzDp13SXYJ7/2vANrWHP46kUlhXg8A71lh55u/7ON3372bj/65E59HQ0T4GDlvHt0tB1DU15BtLKVn2IM35wD+YDEpvQXRlYW5IAePaQDcmWTleYlnFFFtMLE9kY2qyI5Vk8IWKyaQbKYimsXu5dW0aHLIc1ai6Nx4Rqwsmncx27riZMZyOKDeS7X2YhbbBsnTezDnNNAz2kGlKol6vYqrHhriCb0Jk6IityKDidwcPC4Fm2Uz9riDxrIVjA/PI6ughboRM06Th/wFpQwcsJPjsxKyWMkLD/H1Tjc/X5dNUXE25b1ext1RXiWMVV9ITSLGzoiGvOEWug05LCwp55kJL3NCIbS0c03FAvqFBW/Ux1OZYd7fsYmG3CJ+k9hLtamIrc/9mdxUEpFXQfdwC22OIh7Z8SfiCTf/c9EX6fF62Ot2cl3VgmP+Pp4psgKWXmRe55ZTqTT//OADRVF+J4TYA3zgzBfp9B3vzmlpeuUXmSgsOVxBLu7aTtkdqxgeHj7m9iuvmo91qkJ4PEbNsSunb6aPfqcavfH1r/vZ20pwe2I0LsvGqDv2HwIXX6ClZk7ef/S6x6s8HlRsO3zTZkPN0R/kH/10Pe7gG7+uQ6fDodPBShsAeq2e88+vpmH50fcIxONxxGtawovMRvyZCeKtfTxXWMddR6xTqVQ4zHpa2/+C1faJQ8u/8o13Hnp8+T31mJ/r56JLK9j21zaIlFGafeLpk1UGHRiO7nbkqDSzWu9n38Tr9xdCcFFOjA//+i2YMybP8/yKOE//cyd8eLILim40RH2OgSWNCxCPf5Z7f30PQgiWVSxmWcVirv/fOLt2+PjR1mFuuisHje6NfwetDjNrb5z8xuSe+moAlNUfO+a2H3xHPt98/B+o1Yd7vi0pWwiAeo6av39liFs+Ng+A+atq+YDtSjRaNbE4aPzzuPzSTpp2lmE2NJJQjMT2XAL2IfxDTnILcogNRkgOmjDVm0jF5hFxZ7C1p5M5hiosbivJ8RVEtF3owvn4mvMJrXoFtW8h7dn7cHTPZZd1GMOEFVfAi24wisGmokhnwq9W0z+0nGr9vylanI/OlUWL2cO4MUiGpgTdXBfOtk5WLK6lPivBlsFs8kIhinLnktRBKpYiNSCIFKSYUEVRisvoHxgjVuXjokE7L2ntxFQGBhryyNf5CUcEy3PWk1THGPR5eDkRZG63h1RhBQGdiRR+Kl8dJDvbwRxNJs8qGmKb/s3cikUIjY4szy6+jYIy0I42peKA0ceqJFiimVQGhnmUMH8J9FOSXU6Ob4TfdP2M3w30MeHxcF3Vr98w72QqxXDIT5HF/obbHU88Hj/xRtKMIfM6t4gTVTCFED8GjruRoigfOtOFOl2NjY2KHAZm5vG6wX64YZaB7XsoXrqAwcFBioqKXre9oignrChKZ9/x8koqCi/+6lV++cMt/G3fR163vr1jgppqxwmP39Lp4tu/dvGbr//nN9fEfAk6npug4brsE26rKArJeBLNVJ/9I3/vOp7fQ/X6Y7cs3vKR3/D377/zjP+OJpNJ1OpjV8QH/RGKrK8fh37XkIevPj7E5+8eZcs/4qj1NuzRPDLsdv7ZPUpFnpPmwBa+sOEWWh5KsanwAOqoIHfXXP7P+D1KRq+keF42/qQRqzZIRLFwe7Wdvz3/d7LmrqXZ9lUqbCvIybDS838Gxu01pBL5VC76C1aTgaDDz/iD11B/8bPoAkEm/DGaRqM0FMVgRGDM8PBoWxNXVlZx4d4ET1fcTHgik6K5/XhCu/E6b+YLd17GF175Gv7uLgrnzqWjOUjZEgNVXTGiKuiLxwhb+tEkLmBwxMmCqiC5r+yko6QO73gLUUcxJk0BQRFGEw9TJAyU2ywQ1dOqNWLsfYXgqkVYtApPvPQUg0LLDVkNKGVeIs1qLlEMvJQM4DJMsFt4MLg1GMsrWa3TE0qM8HeNHZNKzddW38l1uWv5Q/uTNGbXsjBz8tuwg783Ta4hXh3u5d55q16X08k43vUlzUwyr/QihNihKMp/fD/eyXQG3Q7smPq55ojHB39mnFAoNN1FkI7hyAozQPHSycqIyXTs1mRZYZ6ZjpeXWgjWvmMZX//VtcdcfzIVZoD6qmx+/bXXd3k4FTqb5qQqzDD5e3awwnzw+UHHqzAD3P+Du9+U39HjVZiBY1aYARYWOLhrfQ7zWcc7r1/P8rlZXH9TGRdelonXZcBm1qP4fRTZi7j4uiKMY52Y3J28/4sVfDIxn4/eWcNQNAN/azexWC5RjCw+r4hv/dfH8AbMJPY2kOxezJYvd3HDxXOIuSrIVWkgUo0roUIbriO6bw+B7Svo2tlLZtBLb6SXUu8YRpeTzrEgb6m+nmEDPFyxlHCinkG3Ha3OjClWhbvfgVqtIpaMEp2YYDyk48CBCl7c4qIrQ0+g0EheRhx0c3G567hu5QLiIzbGrlrPcPY+CuuWE8joI9LyAuaEAUeFGa+hh77UCO5aKI2P81RGiLiIERxR0biqljsya4mUWtEJBzn1pQxmZRDRFBDX1RMwZhPSJ8mOWdjUMkjLWD8mVyfZXUP8aOsDvOpu53d7/s7X9v8TgHgswI83P4EvGqbJNYTuDTI8keNdX9LMJPM6t5yw0qwoyu8P/gCeI59PLZtxksmZPXi9dDS32z3dRZBOwRvlpdFqqFhdcdz1J0v+wXRqhBBcW5WLEAK1Vkt5UfGhoRNXmgRbu4r55k0fQ6/Ro80wsOrCLK6/4zwALr/vHhoXVVEb+jmXXRZm2dZhrHsOV84Do0bW1F+Nur+WW9+9hgX18wj2h8jTJXF1L8Xf0Yh/bwnv/dxqhuLFbHKqeFnJZ1iMIxQD24MJNOrllCfamKNfxTbvIG5fIV+6Zxnh7ly04w189m2TY8nr7UNkrbwMf38j6qAKV28UkWego6UanclKLLwcX185G+ovo66/EvXWRUyMn8eAqoXaeYs4YDNgqizB3X8bXuuVDNpTuJUwQyovSw3zsCQrGdp5LRmx1SiN4LCYyXNeSVLrxatYsC0pZV5+JjcYV3FdznpW1TZQbjfhKJvDvLwUmQkP4wO97Gn6B3kDPvw9e/nlth+ydfefcQfG+EXnywCohYqvbX+GlJJi59jAUVmd6Ntd+XmYXmRe55ZTHZstLToLyyHn0kthYeF0F0E6BTKvmc9iPHwT6O1vyWT413EKcie/6hFCkFdYjo2jv/q56ZZ3YzFaseUlWbFtFJgcMaLWbmI8YqNKq+aa828A4JYNPm66ooD/fvAAgXYrzqwnqS36DGODI5SW34VG08PSuXNoHr6EiKaOoeEI+2qchPY60YjzEP1R8rKs7NrUwYaAhqK3OQC4sOoGHn80F108i299uITnnxnB/exlrC+GZ9qLiHUYWFMLGpWGyz58EaMtj/HEn3Mpf0sEJVyFIdeMS0TQh2PYjUYC5vlENmeRWr6Nak0RXT4b3/9oHnf/ah6+7L1cPpRDac8mfO+oYY9hgszkKLosNWLwIjKXdBILehGVGcw16wlFqlDKxokPdJLR14bfpqN3vI/tLTE2RWNkZ61FGZxAZytir3uIgNXE43se4f6xAL9YdzODqiGqVeV8t/sZVpmrSSZTrC08+kbntuAIBQVvPMOrNLPIz8Nzy4yYRlsI8W0hRIsQYo8Q4kEhhOOIdZ8VQnQIIVqFEJe9wWEOkR3z00t3d/eJN5JmDJlXehn29HPXsqOHiTRhxcDRowxVF9eSn1WAaX4xpe88PHb6XbdnYhzN59o7Dlfm7ry2GINOjSHaxQ1XF2GJujAZTNj7R4gO1mEMLGOOPUVUVURRlpXC/Gy8TatQfCsoMZ3HlYsny3Pf+Rczf878Q8ddZ9vA6twcslQRVtRWcMGcMt5W9xDXXluL7oUEl9u9vO+Oycq8Tu0gq+4ivnT7FYT7FxN6JovlSzPJNk1Qmb2TpGUTiaEi9j0/SMVWHaFQHb2vlmC0ZDHWNoqzPc7IDgMX//CztP+9EpWqi9zaOdy1/Caylu8jqij0dFopyKnCr8nD4LuSnPIClFiIzmiEokgSg97ILnsRveiIhJ2ER9083/UAz/a/iDfZzi/2Psy4sYcfDTzCJzf/ie3j7Zg1ejaOddDnn3hdVo+P7uXF9t2nG7l0FsnPw3PLCZtkhRB+JluYBWAUQvgOrgIURVFsZ6AcTwOfVRQlIYT4JvBZJidSaQBuY3KcrELgGSFEraIob9j/Qqc7/iQe0swjZ1NKLzKv9FJfX4+Yc3R3l2Ia0JzkF412s4ZPvjvjmF1mPv/WawCIR68G4Js/aCQaSfCFR4PEwibiE3ZML4bwFhmIVDSgUqkIjGVw0ccnx/4uvmn+UccTQnD1RaVcmpj8iE9iRFFNlvPr/7MInUF/1LYmbQFL58OfP9fNdbdYKC5eisOag3Gxnj3Bl/na5m9x84238figgZKmeVy4ZnKknt9/cQW65Gqi4Th6nZ5L3hXh4RYdH82+EYPQMjevn2AihPPXu2kRGvwRM98+X/CwT01xzkpGkl2ocku5XRviOecYNl0FuWNdGB31PJ4IUBaOk9c3QJYbXtC1sTnqYCwwzKMD21hfPZc/je0mXxz9R4uiKGjVgkjOsfutSzOT/Dw8t5zMp+ZlwKuKoqTerEIoivLUEU9fBW6aenwt8DdFUaJAtxCiA1gObH6j40Ui/9k4uNL02L17N4sXv37yEmlmknmll2PlpRWn1rBwoj7mlyy/AgCr3YjVDsGQhuieVVi8Bj62fpxkbS5f2qEjNKHl5sVvPBSbRqVCMzVkYwIDSSbLemSF+bW++av5aHMzDo0dDrDAfB4fWq+wev75lAz8L7t7+rlh6UIACvOOvkn0prqrqc+sxKCabAG/MPciUiS55luX8/f2p/jWI3+moeFjPPPIDuzlXmL9ZZRWG8joD/LuVCbboin05iJEPE6JvojKDAfD7v1oyGeDqgZDeIJei+C5/m2MKb10hiI4IvBoj50rS+sJp+LcP/QiT/t2UubJ44b8RexxO1mYLUdlmOnk5+G55WS6Z9wFbBdC/E0I8XYhxJvd4eqdwBNTj4uA/iPWDUwtex0hxD1CiO1CiO2hUAiXy4XT6WRwcBCPx0NnZyfhcJj9+/eTSqXYuXMnADt2TA4AsnPnTlKpFPv37yccDtPZ2YnH42FwcBCn04nL5aKnp4dAIEBLSwuJRIKDw9odPMbBf5ubm4lGo7S3t+Pz+ejr62N0dJTR0VH6+vrw+Xy0t7cTjUZpbm4+5jGamppIJBK0tLQQCATo6emZtedUUFAw685pNuZ08JwqKipm3TnNxpwOntOcOXPO+jmJZIoMy1JMg0lYW0SiKILSEsAw6OKyizjpcxoeGaXPn3/CnHT5Wezctet157SoeimdnZ1UGVdxXUUJIY/nmOe0t3kvjXkLDpdjVxM6lZ79PR1cUX8Bn7rmZnw+HxdnLibXZsJeqmZ0RMGfvxBLdhmWlBOnrZQRi5YKJQt9homKjHpyK+cjEknCER+V3QNovcMEd+xEGe7hgcEn+FXf0zww8Ge+9dIv+fz2P5PYuo/B+BDfeOo3/GnfK/xr0/Np/bs3G6+n157T4sWLZ905zcacjjzG6TjhOM2HNhSiHriCyZZnO/A88CTwyom6S0zt/wxwrAr3fYqiPDS1zX3AUuAGRVEUIcRPmGzl/tPU+t8ATyiK8sAbvVZtba3S1tZ2UuclTb8dO3awZMmS6S6GdJJkXullOvLa3uHniQNOKkc13HH35IyMsVgCRQG9/uRv1B4aGgJm1s1W/7P9f0gkhmh5eBzzlXVs7nucIoud+ZkXEotPEPMksFapibZqsdqK0URVtEd3s3usmVKdYD0WghnZPKtKkVcyh9RwL08O7ODuuasJdyfBnCScUU+GI0xck81by1fhN4+x5ogJb6LJBGoh6A6PU27MIpaMYdZO3vzpi0Uwa3SoVTPilqVZT34eppfTHaf5pD+9FEVpAVqA7wshjMB64Gbge0xWdE+0/8VvtH5qau6rgIuUwzX5QaDkiM2Kp5a9IZvtTHSzls4W+YGTXmRe6WU68lpabeWRZzq55e55h5bpdKc+qtFMqiwfFBrMQG02U+hN0hseZ3HxBgz6JE0blzHn/EcQcRUqjYaILp8C0wTmpGAkaiMaHsEnssjOclCnWUihcxtPp7roGusgFRsn+uog5rxCxif8LK7NpC3Rz0ZnGy/3buUTF21gMOVFrwQxq/V8Z/8mLBoT2+J9vCWznv9rf4RfXfrfaFQa/q9zDwsdGSwsqGEo4iWWSlBuyprut23Wkp+H55YT/ikqhKgUQiyZenw+gKIoYUVRHlcU5YOnU2M/4jUuBz4FXKMoypEzkzwM3CaE0AshKoAaYOuJjicnN0kvB786kdKDzCu9TFdeqZQPrXb2Df853D6XobZF3Pqe93Pg1SShA0uJbbyGD71FizmUgV2dScCbh8pkRMny0lvYTnGmkTXlecREjANBA3sDfWiSMVzhANU+J40qIxPJQWxzLSTUZrYeeAnV3j2MdG9jgdnBpo79fGHrn/jJE5/h1d7dtIfb+b+Bxygdc/HHXY/i8CbpDzgBCMSj7OibzHzzRBdPu/ce8zyave34U8Gz9r7NVvLz8NxyMt/f/Ay4WQjxVib7N78ZfgJYgaeFELuFED8HUBRlH3A/sJ/JriDvP5muIHKc5vSycOHC6S6CdApkXulluvL68vvWnvYxhoaGDnXRmCmKdIJgi4/a+SW8fN/XCLl+hV/1DVbk1RP21pPQZ5IMWEglXUSSKdxNdiwqPbbaQlbXL2A8OcEzY0+wq8JBlaUKkTJSrzVw1YJM1L58SsqsZHh8xJIabrDXkNfUjtM9hsffiz0l2DS4i0BokPkxP4v9nRiVEA1aC1/Z8092TvThS3nxx8IAtHvHaFL24035iaYSh86hz+/kmzt/yaee+iKPdO894YQr0vHJz8Nzy8nULtsURfmMEOIjwMo3oxCKolS/wbqvAl89leP5/f7TLpN09rS0tNDQ0DDdxZBOkswrvaRzXgfvTZlJ3TQ++sHDw+QJIXjbhbfQUDkfvdqAc1cdyUQMHC9w1Yr5PNx+AMeIAn4beY75RGsi9Hn3cWvuSkYyNTy4+R+srViOrmCIgXgunn4HmrkDRDxuKKwgO6+cyEAvMV8QXcyJylDJ1ol2Bt29uPJzuMxrxBDtpyTSz88NmfysN5t4coJM7xiJZIKmsUEMjiQbM/ewy+nllpL5PDu2heFXWlimz+LZoVcYyWjnvkAXX5t/DVHvMLpUBBxlh85PemPpfH1Jp+5kKs2PASiK8gMhROJEG88EWq32xBtJM0ZFxelPuyydPTKv9CLzOrNeW5G8fOVVhx4n3C+js0b5+SfeA8ADf+ymIpLJ8/EaqpxdJAq9jMc/Rn+ZF204jEp5Erepl7mGWryJBfQ0D7G0KEVLiZ6aLBWlEz5e0mgxJwxYogl2jQ9wvdrMS7oyvKNxntSGyLBoCTndZPv1WKJB+gY2YhyJ8OuO5ynI1DO8ZyMtdgdlqTL+MPIcz2x/nttVFeT5k6xS5/Jg76METBn8UGvj2Z7neKB0GRGhoFJpsNhKeK1gPIZBrZE3Gk6R19e55WR+668WQqwBUBTlJ29yec6IRCIt6vbSlJn29av0xmRe6UXmdfZ88isr+cx/HZ64dlFrHne9bREfyYmiH7XR94KTRXVhohENiYk8VhgKMMT07O1bjdfl5XffeA+W3mpqKvKZsJvQtvtYWbiQkNeD3p0imFRTklJTo8mmPKZGp9Ni96voySgnmkzQ17mJb4Wz2R5W86P2h4hpfQjvIK/u3s1o2ImpN8ICJQMlkeDFyBCuoJPymJ7bPCGe7N9CaHQXn+l8gngsiMc/yjP9B0imDk/RoCgKv33hd7T17iSYiE7HWzzjyOvr3HIyleY24DtCiB4hxLeEEIve7EKdLrVaPd1FkE5BZmbmdBdBOgUyr/Qi8zp75thqKTeUHnr+0XtqcZQWsPDuBt5/k4XE3l763f+mdEsnOq+OpeYyMN+E1rcEnd2LRq1he2w1e1uK6R/UsyMvh67O/yNbY2FIaKjVWAk68nAmW9AbVVzr0RG3mgnMyaTeG2ZBLEWzMcW8uJVoPMTSwW7qjbVUTngZb29lf18P543H8Pjc5C/OxqM3k2NVWBdM4Yl3c2NQjbenHcXdyyv7NvHV9r/z9i1/OHQ+wyE/cxIu2jqe5S9D2w4tj0cPd4lMnvi2o1lFXl/nlhNWmhVF+aGiKKuAC4Bx4LdCiBYhxBeEELVvegn/A6nUmzZ5ofQmkKOdpBeZV3qReU0fdWk5QghUajXWyxbw0998nquMl3PjlTdxcXUSb0UlBq2NT15bxH9f+gUAlGENGcrV2AI2YuVaJswaqoUKeyiGkSS7VCoKs3MRZSZ6HSUYKitRijRUauvJziqlRehZVLKE86JqfM0TRLSF1KVsqJ19xFKddKfihK0+dNFGiubkY1UXEQQMwTHyx0MYhJnwxn/h7dtJ1WAHEOSR0T1sGm5i70gHe/te5Mn+7Wwe6QEgmYjh2/KXQ+f8UPIpUvubURLxs/+GTwN5fZ1bTmWc5l7gm8A3p1qbfwt8HpDNutJpUcm+cWlF5pVeZF4zhz0jg5tuvwGAhkQxf3xcR8BvoCTLcGib+aEQAyY9ExEwmgTGtVdj6/dhi+bQFujAHB5lbuZqvCY/r5rd5KnL2bUjxKLiOMU+wQGPhuxEB+cpWnZkW1E7t2LNW8EWZT83uRP8y7eXBbVXsnNnDXVLdtLtV0gFslkebee3mjYGlRwe9aX4bYGNy/whBqNj/G10I7HxODqPoCDiY7sSZHFynEdGN9L/8ouUaA3MD7koN2XTkewiudfNDm2ccZOeK4vmTtfbfVbI6+vcctJpCyE0QoirhRB/ZnKa61bghjetZKdB3vGbXuSNm+lF5pVeZF4zk0pjYN82O13NRw/3dvNHsij2qtEa+vEPLWd0LJekXWARWiqMKzGPVyM0eiZGbdgsCoGIYGzAgc+YpN01glWlIzInG31GOb3eLnSFDTzg+jdaE+RVONDodYQ1CmsL7OxqMlBSqEJ3SQFL8nWsrD+fUFDwpAiyNpFLdnYOzs49TAwOk6KP8qIBxk2FZKkzuKqrla9sf4wdPXtpisETQ9vpDI9gGPQRK3LQNNTKTk8fkWScpJJCURT+2Lqdr25/msg0tELv7drzphxXXl/nlpOZ3OQSIcRvmZyJ791MjqZRpSjKbQenv55pTCbTdBdBOgWBQGC6iyCdAplXeknnvNatW8e6deumuxhvmtJUK/MtzqOWhWNB3n9vCe9ccwf3Lmtk7Kml9OjURDAQU91MnnY5xFWExnOJCiuB4UKK1DchEqXsDTRhcY/gqImwO9KHKnSA3GU2ho0OllUuoivvUqoqvo8qWsQHb6yE5iI2NjvxjEGPNQeKVnJ71Vsx583B5xgkXK4mEJ3AHlQj/CnGRjzYK/OoyS3HG5ig0DmMPdOOEvIT3r6LB0a2E97v4t8H7mdwfB9dvha+sfd+9vmHeHWkl7mZ+VyYX0HLxCgAzw900O0bJ7VnF0ok8qa+109sfvhNOW46X1/SqTuZ7hmfBf4CfFxRFM+RK4QQFYqidL8pJTsNcnKT9JKdnT3dRZBOgcwrvci8Zq7/+cpbXrcsOzsbIQSLShsBWFuhYyQxj24lTm7mMIZMD6oRDZaohfYehdBgnGSgmwr/fK4xLmBTcQ6mrizmWjrQiGrCzgbmlqgwK4MMDeQQ9G9nsT4XgItybPxqewfFsXryc5ZjGi5H19hD+9a9LLevIjs2hzkFOgq02RSbM9nbuR3HwiK0Wj0vdewnIwTGmsUExgdwmItpG+kmZ2iUzTm1OEIjOPqd/N47Qq65BEvCxF11S3j+1d/Rrc1jYXYRbZ5hhsNeEkNdVObmoc6fHI87mUrRF/BQYTtz039vbW4+Y8c6kry+zi0nrF0qinIhgBDi86/p9qAG3grMuEEKY7HYdBdBOgUDAwPU19dPdzGkkyTzSi8yr5nrWF0JX5vXvffU8Pnnhqia66LREWFEGYctWczJ0zAWtvK1ty/BLPL51j+6SJWXYsvLYHBfDbV5W0iaa4kdqEZT18xw0MDHL3QwZl/IQtUlAHzo/93Mwl1z6N3Xik+XQf9zNmL7irjiMjMEshk6kMW88n04N/2TOpFPvKQaX8qGLseAu1rQ1+nFoVLTbSjHqPYQ2N1DUcKPPxamX6TodvtJJIPsGm/nfHsjr4xs5aeeXcRGnLwcHCXXoONxzyhPhdzcN1JIRU4OnliAfr+HZ7r2sKymgXVZpz/egKIodA30kEwmz/joWvL6OrecSpPskZPUa4G1TE5xPeMkk+fWkDfprrr6uBNCSjOQzCu9pHNeO3bsAGDJkiXTXJKz57V56bQaAoOFWFM6blx5Pr9r2kgy1MBNN66krklhUUkNAIXNEfzrc0kO1qAK6OmrMJOIVXH7hQ5+esBLbFCh8PK1FInDvTI1GhUXLltAYG41P/3GNt59cz75jbl89k8xvPEB8lpjqKrzeEwZotfrxyncrKi8Fe3+MqrzVlFa6CVHKae/1c9lnlFUZhvjdjsGTSU64STfZCTuCzPk62fcVMlPn/8O84NaalQ2diidOOz53GTJpXN4Lzv6t7HPOsaj403EgiqSCSNDgyHqx6M8EHKxtLScpbZCPtT0IHMsBXyw7oKTfk8jsQixmJqJgIcs+5ltGU7n60s6dSd9I6CiKN894ucbwFXARW9e0f5z4XB4uosgnYJ9+/ZNdxGkUyDzSi/pnJff78fv9594w1nkWHlZ/YJQexEA+kEVt3xwFXZrBpect+HQNp/73kJG2lagf9FOrt9BT9JMytNAY0Ue6q4gy3IrEOLY/+VbTCY+9d8XULe6FLvZwNffsYjiChPv/WwlUZFLsRniuSny5zXgj+kxu7TkZeTTlwgwNjqXnAo3HauWoRgdlC7NYMI3jM/mI0/Xw4bsVSwY9zPR9TwLYkYKg2H2R3pJ9e1htLkH845enpvYxRPBVp4a3U3MEmeXp4O94we4MKjijzse5rfd93Nf84M83rMJ4hHaAqOMRv10hVwAPD66l5RyeKjZVHvrUecXCPmJxnQMjg6fdj6vlc7Xl3TqTqfzbwYwcqYKcibp9frpLoJ0ChobG6e7CNIpkHmlF5lXejlWXu96Wy6dHjcAi0qvw5qd8bptDA49H7lyEVm3aPn7nw7w2OAGtEoWGpWKr73ti1iMlpMug12n42NrzyPPaoVOM9ctupWQqoJBfZALciu45PwlfPqFTjqbFpKfnc/mnQniS0eJpjqp6l+OpSiMUztAyqZlrO0FluSvROUZJ8tvprWojjFvC5eoKtkRh38ObWFCBOkyjXN5v5cdumLM9lI27PPytOthtlpSZGutNGqy+GHPFlY5ytgfDfDU8E5Mejv+ZBhPIsTDo81cm7sAgNTmjYjKaoRazWBkglBgAqE18tJgC/Or557REbbk9XVuOZUh55qFEHumfpqBHmDuweVvWgn/A5E3+S5c6cw6+BWslB5kXulF5pVejpVXlSOTSysmuwHUz1t+3H2zzJPDn627tIhsUw1a72TlMNuejUFnOO5+x5JntQKQimvxWyrZufsC4t4IV1auxKDVMzGSwZrc80l6jZh8ceb11FK/oI7RjnVM9BYyJ78Si6MOywIHSVM2Rl0R4YJ5OIzZLMhaxkbXi2RYg5RWVNFgWow64EL4Yix4ro3C0SCLlSTGhJo7hlPcltRgmxjmZwOwLJokL+hmzNPDI/3N/Mn/b67NbcSi1tMaGGbcP8qWTPjHpt+yxdPD//S+yJh7nKKyfJ7ztTMeD5JIRA4Ng3e65PV1bjmVluar3rRSnGEGw6l9OEjT61zqrzgbyLzSi8wrvZyJvLKzrRiUMUrjp9+iGvZriGVq+PX7y9FqPoZqqq3t2zes5eVXBPpCDbpdPp6ybUX/5FtQJgRff+/l/L79OSwFXWiT9XQ497NlfIBlOTaq56/j6a099CTHyDeAVzNGXqKO0YFBHGW1jISCLBtR6O3fS1W2g6DRzhXeBL8a2c1Yw+WYPUm8PidjNjs+VRSjJ4W5QEeR3sr/tD2PabydWDSGs28EG1GWFC6kbXyIOZXFaMcTdARHKQs4+Zm3jzvK1lJnLTqt90deX+eWU+nT3PtGP29mIU+VbGlOL/Iv9fQi80ovMq/0cibyUqsEefviXHDx67txnCpVTIUvrEavUR2qMAPkmjK54ZIMrrzYyqc+8TEm9k8QGFDzubeUUVdcQGeHivFxC95dYdoMAapNFlRFlXQ8u4pFZcvQkEPUoEVJFZMzT6HCUYKvLEh9aQletUDMWY6pYj1qUxHPeUa5Nr+U3eFuWpzNjLh7aB4LoiSDrH/uZf7w8u/51ub7MXj7EKkQYb+PCmMeDO1h//7naXEfYH+llwW+AXpCY4TVBsqNDlrG2w6dj6IoBAMn1+N0OOpjLDbZ137Hjh1HtVhHU4nTfs+lmWtWzv8oW5rTi/xLPb3IvNKLzCu9nKm8VtxppbLx9Mc5Xru4FKPe8YbbFM2bx23XrUY9+F2Wzc9CCMHV2dWYBq7EMmwg22jkBUs3FnUtoa4wWpWZat9nEYqWvj1XM9RdTHlWBb3eAdzavVg1Ct1lmXjpJ1If5ld0oIml0I6O8/T4c5SY7Cxq28M79u3mxVAv7qERbJ176A0PsmNiGKuIISqcOCwh2jwH2BccpNpQhLV6HmHPAH9TvUpNdgVbXP083rMfgFjUz7e2/vSE70c8GedPu/7OQ3ueIpKIU72ggZ/0vnBo/e8GNp/O2y3NcLNyFhA55Fx6aW5uZv78+dNdDOkkybzSSzrnVVBQMN1FOOvOVF4r60+v28FBl5fXcl6s8oTb3XnV7RhyDjdY3XXDZN/rb30gj+IlMawjZaiTFt75Ljtt/gSx9eMkWYg7Wora58VQPk5P6xhlZXGyLCZi2Ub6s70YkqUUF61EPRHgFV0X3swGipJ6Hog+QUp3Fd4CHcuwE7DoSKZyKIwbKcjUE/IlEPk6rggn+JlzO42DmeS5hkmox3lsaIwm/QD2eBZjliBdnlG0MSf7gi5isSA6nRmAYCKKUa1FAf7h3MlthUvZ0fMEo/u2sbrqCj6182HmYyKWoyWQiKIRKrqnRvQ40s6xARbnFJ+RPKTpNStbmu12+3QXQToFtbWnP3i9dPbIvNJLOudVV1dHXV3ddBfjrJppeenVKrKMuhNul2HJ4N0X3f265baVyzHb5nFj7q3EgmbOr6/jbUtWEnaOo1Xs5B54ntSEAa09QYbxckbCq+gqNTHcmU//4zdgGDuP+Qvm86j+AKUrzmPB8jJMWiOLLDmMqGMU5etRlAAbwmrWhKEl/BLGDAe+lhqGIgEa41aWeZMMafr4vGYb+9we3P4ka3vUhMe7mQhOMPa/7+bRnheoyqylqX8zOyZ6GY1N8M+RXfxpcCv/atvE3sAQAK+0baQv/DKDw/0c8PbwTMTJWlM++wNOBiMTbB3rA2Cju4OdzS/hj0X51b5Xz2wo0rSZlZVmOSNgeunr65vuIkinQOaVXmRe6WW25XXHTY1oDHEsxRNEXZMNWhqVCmsCYiMj/Oz3d5IYM6Ayp/CP5DF+YDnGYjWJAQsTqTZi/iKUeA6DxWU0PVVK6MAyzJUGNHWZVJbpMZar+au/jcfnRukyDFBTVcb43mUc2O3GkNCzZ8JD1GGkIUdFXpWN6piB+/wmRjOzyLTnsdm7CVUgwaO9O9nU28ujI0M869zGT1wPooqHGfK7ef7lb7GjZzOusIdQwIl1cQktvhZ6x3cz6nXyyJbneXGknW/teY5kXOGRked42tnCyx3beLF7NxNaH7740fNHDAa8PNS197jvWzIROSOje0hn1qysNKtUs/K0Zq28vLzpLoJ0CmRe6SWd8zoXJzdJ57yOxWrQs+/VpfhG5hHvMR5aftMlC1EbJm+8y1HpSQktqhELl7fpUav0lIezuWl9Nsk9Ao+rAIP+GkL9YejwozXqybDXkWUwo/PXoym0kqmrxGJRaIzXs8un5wM31mONCvRqhYrqCryx5VSbLiCkjdMe93FZIEFjzMq9PWN8xxqmetzNvoFu9nj6GHeHeOWAk9JgkODofoZUBhZ4wvx7cAcam0KueiGj0TbqTQVYXN0Egl5e7NpNMnCArOE+ftW8kWg4yIKAmn/2v0KuEuaTe3/O5sCBQ+ffsvlHbBrYSDJ57Ea+f/W8QM/Irjc3HOmUzcraZSAQmO4iSKdgYmJiuosgnQKZV3pJ57x27Nhxzo3+kc55HU+/z8Bol53S4OHW1vrcOVx63jwAzl+TSSKUQ3Uwk8vXJIkONfLud9TzjjV38uEPFDHcnU18pIa3L6vlBx++CXfcR462lmTzYkKjKyjMrcfmKUatieMeOZ/YcD+XXXwVI14trQXz0eU5GBlZzVDPfEYXhdDMsfJvXT82RU9ouIcRPXSHk3xTpYfOTSwhxSK3oPfF/2PX8G6GjRrqAkH+sPcxfCY7IlBNIq+Ad0b1XBi2ka0zcVd3G5fExrDv3UN1MpuVTa2ozRlc6lKhdwd4tW8P3+76N32JQZSWJ3hlZIiFfaM07T9842Bo+4uHHvfG/Gz2Ow89H48EebKv5SykJb2RWVlpPpOz/UhvPjnaSXqReaUXmVd6mY15VZREucrp4x1vrzq0TKfSc0HG5PQPa5fl4xuqpHZNAMdb1pLonkdengOAzDwz5aUWtre6uePO9VhsRsw6DeohHaFgFhMjmZARJOTMoXbXArpDmXz+ijkAVBvNRE1u/IkYfmcOrq5sghMWevwK0dowQeMIj9t1XFSwjvNyVlJpLSYRhRz/KBUDgzyamMAaioJGiz+rgGUJB3pDJsO9RZTmVlE3MY5fFWPIt5OJrHrm7o/QYjOy0BfCrLLSYkzhGm0mFnXj9wQY2n+ATz33db7T/xIedLycHGHw5SdR4nES8TCBplcI9/USCvrJ1BgIAYl4CIBdY4P0+jxnNTfp9Wbl6BmSJEmSJM0Mv76+Ac1Nqtc1aKmEGgCjQY9vqJQLLyxDCMF9N5Qdtd29awp4+8r8Q/vnxUtQu3Tc8+61fPSHw/h2N5LaqkK7oIqGCS1LL24A4O2X38Wnn/kz6qCdLLOfMoZpfWkdNkcO24d/T6ponFhuIYGyUeY3eWitrySnuwbtsIfH4jtZlLOegtE2Mkmyz6TGoiRxCA32QT1ivpH2lJWUVZDXtpPnq4Kk1taywb2ekfEmIlllTBgmUFkslEd15Hu9LBQxaAsxNnch0WiUqFrLLwpCVO17lYeTB9Dn2uh87EdQVsMN+Xm47ZmM+ofIs5fSMrgHm6P8pN7vRCqJSghUYla2i06rWfmOys7z6UVORpNeZF7pReaVXmZjXlqN+oTfALv6VVTnTg5tZzUe3dpeaDdSkWk69NzvKmXYU4Bap+G2SjvXqZdz8fkK+dpCPvjp+Ydey6HJwWHOxD/UyNcvs/Ghd66hfXMz2To7Vep3o5izKcuvpr2lnN8Xpng8uIlCoWcLUQ6o/TRNbCKstVGWKCJ7eA+BuBut0HLjlTUItYUD4z309jejyfssfouLcbPAUjLB9qwR2hLDuJ2dWOZkM64JcHH2IrLMS0jGIkx0DpNtrsGhL6UoIfhj/xZ6BzpICTVt0f1sHHiKRzf9BbF5B7vcbTj7NpIM92DxdqMoCvHU5LC6iqLwUusreONhlFCIze5OAJ4d6GDLyOEbSociXlkvOkNmZUuzvBEwvTgcjukugnQKZF7pReaVXs7VvC4sDJ70tiOuucRGvAAsu8IEKtAa1r1uOzVqjNYU7sFarLcXYQXsWQMYtrWR0C4kXqkinAqQacljbGQhRcVmEB2YEhrqQ2ocIS/BfBtJbQyRXcNgoI1SJY+Vi4r5x6YAKV0bKwzvZnieBns0D3wljJnHqa0o4dGnnuKKkBVfgw2r1c5I7wF6srSYMx2E4lFKCoIomjBF/Qq1CQ1WBR6MbWF52fm0jzRxVUIwrBOMO1u4KFTMVb2dhAx7+adGy5ZgDxptDfdWL+TZtpcZ0ca4sKuX35onWNl4D7Qd4EGTF5VBoU6fwe96n+PuiovI07/xcLzBRBSzRn8qsZ1zZmXtUk5ukl5GRk5u6lJpZpB5pReZV3o5V/N65x3zTnrbeNMECz2Tk4hoTWq0BvVxt102P5uf3Hl4opeXfvUjPv3li6ga3UMsAQOpbsRIMfbE+eQrtfTafYSKkiSUFaiq7ySp2U9yTiYWaxi7UYc3kEClUpFoXkJJ/fXECi1YstvJZS1P7W/D6zJgNpqw2QvZqjgZC6SImxNYgkOQ5aKwuAS70BFV6xjtKOGA2kmpDp5KxNgxvo9xdzu1mNCmrAxojQTHvfwutp1IMsJeX4L/7d+EEtJj1cMvOl5gha2UP+95kGF3P8ZEEterz9Lt7+eFoVd4fHg3Oz3tOIOjfHnbr496X0JTo3aM9E22XrdOjHBf20O4YnIghTcyKyvNGs2sbECftUpLS6e7CNIpkHmlF5lXepF5ndhFvi6ufW/9SW17qfoyigsOD3WnVquxZZv54F+vZGhvKT2derTBDBzdmag6SjFn2OlMOqmqvIg5CzIJza0h6KojL1pAYVkBrSNxAFYoDfitFUxkazjfU4S/dzXVLi0M2/ANWqixr0aY1xHxh4mkIngNedSmckik3OQW1OGbyKF75wCOnEImknGSkRDLGq8mqNFj1Gt4jARe1zaSCR17E2E84SQLJlKcF9axyb2T8c697AkO0jw+wL7RTvpSXuZ1j/NT1RA/DryMUWVi1NPCE7070Ax42XzgRSacPTw08jyPj+zhFzv/TKezjT/ufYzeiWG+uecZGvUOnFEvIyE/yVRKduk4hllZaVarj/9XpzTztLW1TXcRpFMg80ov6ZzXkiVLWLJkyXQX46xK57zOlut+chW5jSc3LbWBY49GIoTAGMylOms5cZ+Tj16Xi8ozhLdrLomUjYI5I4j9RegNizAPL8O0K4JO7SAVmWy1fsu9BSSVDJIqHUuWrMccGuInd76HlaKW7J2lVFbZWLmmlozeq7A+ewmZF9aiJK5B64VwlhvPYAG/+Pi7UWvU9I5vpXVkLzU1VgrnraHcWkRqgZmHx3ZSFIszPt7Fi6XzGKtaRtjmoH9wiFBsggrfOK6ebURDEX4eHSSS6Offnh1cV7WYEiWFuruFa/d3E2/dDqEoz+1+hJ69TYy7hli2e4B/bv0zOvcIL7RvYiA4QilqxmNBPr//Ue7Z+VeeGT+5Ie4URaE/7KbVM3pyAaaxGVVpFkJ8XAihCCGyp54LIcSPhBAdQog9QojFJ3Mcs9n85hZUOqPmz58/3UWQToHMK72kc15WqxWr1TrdxTir0jmvs0VlMpyRoWUz+pNohwtYl5NHxZJMyho9qISBhCkDf7uV1Y3lqA+ch1Gn4tJVasbbakmlJvdVqwXxsUJC/aVoDJm86z1lmIqruf0tF/DB913FAuNS8sdqyNQbufrmxQT2nkeys4r+rhvYsSvGBbV1zCutQEkZeTo+wYLGu0j22yl0DDDaaMGqX0axqYRnfW2U5c9nrHCEf6g3MjC0gw2VVeRrVfh79iCsOZgNYbqUKI8pSc4zNqBTwqx2jqMofvYaTWwx+tALLZu7duIbdOIa2M9D+hQbvU56hZoHdz9A+UQPJBK4YgG0Qs0KWzm7PYMAh248PMgZ9fKTnhf4wd4XAPjX8Fbud27lT2078Meir3uf24Oj9IXdwOTIHgcfH7Rlovu0szxbZkylWQhRAlwKHDmH6BVAzdTPPcDPTuZYoVDojJdPevOca5MXpDuZV3qReaUXmdfZo4r6KetZyEXXTXb1WH/RMiyJJVgTDSR3JqmptJGRMLBhjQ3L6lswmKvwjR1uubYZHBjVk88X6BoBUAs1WpWW9aWNvOviy/jIO85jzsIcnE9oKLLtxJFZT7ZqGXecNzmsXnAik1TRIjyaCW6ffyk3qC7CM1yHsX05JZV2No2Nksw1sGdbBYniIkzmPFZrs4nFPPhjXrJMOdTri+ifaMaUXcRu5y5svVGqrHUkfHEiWZksNlZSFdDwYGqYoUwHzw2+RKtqEDN2xlUB8nW5TAw/hcvZzF7/APZwkNU2hZBrgl3PPMj3e5496n3rDI4xV5/Hk84tADw9uA9/xyv4YhH6AxPAZOtza2CEZDLOk2P72RdwoigpukMufte/6dCx/NEQvx3YREpJvWFWr+0qMl1dR2ZMpRn4PvAp4Mh34lrgD8qkVwGHEKLgRAeSo2ekl3Pt69d0J/NKL+mcV2trK62trdNdjLMqnfNKN3PXWHmx40fk5WcAUKIrxThhI9OzlPMb6rFrLGjrO2kst6PLqmO0v4AsZdWh/S9bncGNlxy7D7pZp0V/xP1Vv//1JXzkbe+iLsNImXoNRu3kOl97OXajDkuyjFJbMcUVy0lssmOq92CMzGPdvAJc7gTW+jiqpJmcrDCWDBWZXifFBcvodm3mUmstd9muoi4sGA100FFygEfibvQ5+QRKDmCMBimrWUyhPpdMxUws6GNZqAi1iFJsspNMCdxKClXXdpy+Mc7r76T4H7/jqokIf5nYx+6RDrzxMA8N7yQW9TE+3o1ofo4NCR3f6Pg35qF97Bzcz8KMPPoDE+zwdPKn/X/nubG9PN37IvMNDrzxMAFfP885X0LT+TAe7wCReJTf7n6My7PnMh4PEtjzdxKpYw/k8MX2x4gkJ/uTh5Ix/ji0hX/3vf6zQVEUmv2D/9kvxEmYEbVLIcS1wKCiKE2vWVUE9B/xfGBq2bGOcY8QYrsQYvvQ0BAulwun08ng4CAej4fOzk7C4TD79+8nlUqxc+dO4PBf9Tt37iSVSrF//37C4TCdnZ14PB4GBwdxOp24XC56enoIBAK0tLSQSCRoamo66hgH/21ubiYajdLe3o7P56Ovr4/R0VFGR0fp6+vD5/PR3t5ONBqlubn5mMdoamoikUjQ0tJCIBCgp6dn1p7Tyy+/POvOaTbmdPCcNm/ePOvOaTbmdPCctmzZkrbntGvXLlpaWs6JnA6e0/bt22fdOc3UnFadV0tB4+SkKwfPKcurxhzRMGdZDkFXiMy6fkacTjweD3V1AQpzrIfOKdLThb+z46TOaWRsGJfLxfx6hcIcceicwmNmAhMZeNr7D5Xrvo+upiojgdsNttI5+A5cxJrKIjKSyyGWQ5PKy2VdEzi9e4mra9DPtWLPiKDOiZGfK4hos8geNFBZksfE/ijh6ij2hSkWZOfR7T+APx5Gl7WES3xlFNbraE12Y9bVssMVpbRjP8+F9/KVlJPd7gN0iSALDuzhz8/9jUcGttF54FW8rVtR9wxS7tfgHuykcnCAWDJJx8hmhsYG+eBT32B7yM1CV4SBiAdjbzeg0NXVhnNoF3ZFzbaBrfxg1yOUBcxkRTXs7Gnh932b+c6uf9Hk7mP7nl0A/Gvr83hjYTa1t/J/g9toamqiebyXp5s28c+2Xbyyf89Rv3vdriF+tO9Rut0DfGXbP/HGQpO5JOPs2L6d0yXOVhO3EOIZIP8Yq+4DPgdcqiiKVwjRAyxVFMUlhHgU+IaiKC9PHeNZ4NOKorzhmdfV1SnnWuuEJEnSbPPCCy8AsG7dumkthzQ79Y0O8+TWV7jnqhsPLXviW0MM+lW868uT1ZXtbGUpywEIJ5NMxGIUGI3HPN7JSKVSjESiFJgmj3H3lx9kRKXi8+8qYXne4du2FBSe9j7PR379W+aFPsn9/9XI//tWH77WXSy5/kVSGXZ2dT2JSv1d6s97mojTwV7/PjwEsIcuobJ8DNNQK52R+dhsRvqG2qkqitE87qUw4qDadg3qiRFiKz1s3dFJhiYD/Z6nWFRSRFZSIZMs/qjy4jdlsyQ6Rkt2JQ3qEGXBAKG8VTh72xlWqciNdrMjNYHNoiFgq+VKwyp+uvevrMsq4y0LF1PVtIfwZbfwPWcLd2eV8Zenfkp3aJScJWu4wnI5u4aHuX3NOn66/wF0w018eNn7eUaJ4NCaWGIs5sf9LxJOJsjcdYDq4jJWrtrAN176C2NhL+5sC/NNxXy98RoANro7GIiM0+naQZmxFJfGwAWZtRTqVXgnxjDr7ZRkVu1QFGXpf5rfWWtpVhTlYkVR5r32B+gCKoCmqQpzMbBTCJEPDAIlRxymeGrZG4pGX98RXZq5DrYeSOlB5pVeZF7pReZ19uRlZHLR4uVHLatrNFCkjR96frDCDGBUq19XYT7VvFQq1aEKM8CX7l7HgsWdLMo9+gZQgeBS+4XkiNXcfNHkhCP/dW8Bn7yxgUwiOIcWs6DyfDSWGMogaOMJzBN3YHBvoFipxecswehtxDXiIzV2PqNDGegdUFWdwe7B7YTsY8SK1Yx31VORXUfdIgOjtXn0RxNMZNQzVG2kIBFAE0qyGSsbotnsGh7jJ+4I3cP7GUjGiY0HiOiKqayqoGZuEWuDYYYsCeqLG9jvG6RzZzvJkI+23U+wd3iAx9qfY+eEi+agl+6oF0/ATyg2wSce+xIvDjbRHAnyqxd/z+IhP0OhETqbt2IcGSMx4ed8g5XMhJ5d4924Xd0IBHFNgkAyyt8Gt/PDnc+yy9fPc+P7sBk0POfrJ+lK8ErLZkb+9E1eGdnDwyO7TymrY+Z32kc4TYqiNCuKkqsoSrmiKOVMdsFYrCjKMPAw8NapUTRWAl5FUZwnOqZeL2e0SSdz586d7iJIp0DmlV5kXulF5nX26LU6qgpLjlqWt9BMVW78OHu83unmVVyYwdeu+BhaoT3m+mxzBhfMm2z11tu1lGyowdKiwfOYAaf/KvQFB0h1CNQDKmq6M6mx1VJTkk3AP8roaIy8sSXU+H3oQ9VozGXo0WMxVZAyjKGUTGDszSYjK4jSk0VdwwKS+QsZrTQzlp9Nj0rNHH8CtaLl1eArFOuLWafLJx43E1G0aIx3sHlwC92Jdnx+LY4kdHgOkEj56RZxNg208LQuTNb+Lu7wjtLkGaQ/6SOiihGKJNEN7SEcbMU03I4p4kOvMlLtHCfxyp9x+YZ42N1Cc99ulioa/hDu59nhVl5qegiNqxu1dxdlIYVwIsr2rt1YfCE2OObS4x/D4U1wnqMGxscYH+7hZ9mDePva0HD6I65Me6X5BB5nsiW6A/gV8L6T2SkWi72ZZZLOsI6OjukugnQKZF7pReaVXmRe08uUq6P0tpOfYObNzmtZ6QQ51qOnvy5pKWJllo6AL5fUsBblgIfkTsE1tiQTRS1sqCvj21e+j0h7CautXu7YEKMoqcY7uIiQ305DdQMBtwWDfYL5SzSM7FqCr70ME2Yedz6NJzpOJCYY9RfAhSWUVwcxFvmJa9SM6YLYIlH0+gxEZTNzohqWRbIxUU+XLs5QdITR0VdY6shlo3aETqOdH+ZmkRrYw8aAF5O5kErHcio9KXrCAWzFLpZqsvgwJYwPu9huN3LAqKa3vYuIdwhzUk3rtsdIqFKEY2OInt1UldaRWa/BN9RHzUSKNe4Uq4I+Ol3D1Az4yGrtxNSyh5rxbiKuIQ64jHhDoUMje5yOGTd13lRr88HHCvD+Uz2GnBEwvRQXn9wg9dLMIPNKLzKv9CLzml5CCAyOk69DvNl5feySu183JnXFDz9MlUnP0zc38YlfX4bXbaM3EqDwrrncrWSSZZ4cBu8r37+F6PCLKEqKn33pBj67++dofNnYrX4WaC+hVfUoaxdUsGl8mGsr6/lt9z6y4iqUlJZEJJ/y+Rq297VTU6dmrDvFzpHnCNvNxDS1WHIysJcN8OAeM7fbVuHxZKNzGIgPDbDQbqVcDWvq1zFW62Jwj5vHE34y3GrOK7wKtIIdHU+hLbKRMsaIZVeSmVODSzVGImzAk1fBIruPZ1q6udYVZnN1I1b3AV6Oeliat4ju+CaqNbVsH97DxZpiTPFx1GMT/DzYxF2eGHtsBlq6/4Xe2kB3qAOzrQ5XNEjr/hdPO4+Z3tIsnQNcLtd0F0E6BTKv9JLOeZ2Lk5ukc17nojc7L51G97plavPk5C4f/GAB1Y4SFt9+HVffuAGNSct88+FWcrVaoLPXoNbZUalULGi0o0mUEPXWcv6cXAqDl5KlM3HlageLa4pQRXMoFgoRlQObs54hsQ3feC7OHXPwCTAloD5Xh6rOR2ZFAKu3gtKaHNzJcqL+erIdmRhHu8nOrWUgc5Tdmi08uLGZ3AITiXCQck0uRr0eS3acdRXn0av1kWHLZ5N/H65AFwtyfUR1OfQM99PsG2E4NMy3VdsoDr1CRiLOoDbGgaEnqcyvw9fVTpkuisrdSQ4eWmPjlGt0PGsMENKZ2JYcxphTQqbaRpFORyqYxOkdO+08ZmWTrJwRML1YLJbpLoJ0CmRe6SWd8zoXxyxO57zORdOZ19wL8gAQWh3a7GMNTgYaSxEay+RIvTnqLELDZcQjKRxWLatVk/uss05eZ+qIDWNBASrMXHXeHEZHF9O2Yx0hiwVHhovqTC0iESfam4FrpID/t+Fa3LYBIo/NRWUNkhs3kj1uwJCxEPfobnLtWoajTVxqqGW0wsM8dS39Jj1ZKRMh+1NkaxwE+0GnLeKAeZTceAx/bBSnKoEumcMA45xf08CBWIxkwVrK+11kFXShdq1nQlVLVu4DvNrfynYc9GXauE1fQjtmMA6yMm8DmsIAdn8dc2tNeENqGrot7DvN93xWtjRP10wx0n8mHj/5my6k6SfzSi8yr/Qi80ov6ZTXGs4nETYQj1oQQlBhMR21XhswMGG2QtxCSb6dDeONzItlookZsXquxjzHiFW/mKhzMe6ulWQZbIw+cj0VmWrsySjRCUGl/mpisUzc3dcx2nk7jRlXoJlYQEVpAwlLDokJK4MHaomOQWN2Nqn+DJYuLsShU5FtWU9ctZCm2BDD3Vu4M9yIxb4cU5mVwup+5hlqKM2uYFtnFmFvLvOrr+dpjQeXx01hSRaDPg9mhwaVtYBcbYAMdYqOxMv4XAnUhgwKcZz2ezgrK81Sekml3nj6TGlmkXmlF5lXepF5pZd0ysuMGa2ip8D6+i4fALX5NkzZZlR+BwDL1l/OTZeVMMchSCZzUfVfSvLAWtTRBhITk8dQzfsX7317CZcuL6EtuAbtJRmMDBWRbc0nEdVRLRqJ9GYT1FjRZuXRaC+lq38IJfhOcl/OYkztxjuYjVVnIDhup2LxOBZDAUFvF3UjeVjsjfj6dIS7AgwG/o1eU0SWOpNEr5ngiI05+hzC5iClefmM2X2EdBM4uxswFFVi7C6lsqaKnR0mzDEj/dGe034PZ2WlORQKTXcRpFNgMplOvJE0Y8i80ks65/XCCy8cmuDkXJHOeZ2L0i2vuy61c+9Vmcdct3hxAXlZDlS+yKFl1Sv1vOfmYlIqwG/nQzfnkNIICmxqAH54yccQQrCkIQND1IHHO4dEvwmDPgATPayqzOHKlTnoNHmkNDFuOK+ezNgwFkcG+7TLKdVVYgraGVar6ewKM9ZqYUVdA4byL/Ns2c2EXVrsyWXo+8pZqy9mYqKAVfpq6nVRRpuWsLSyBoMhj3igHJ0jCB0u7B12Wl+6HffGDdSYKvjOgksY2LmYQvux/1g4FbOy0pxMHnvucmlmcrvd010E6RTIvNKLzCu9yLzSS7rltaTcTFHmseeyKM6wYTcbmLvi8B8CQiXIdWjRxEHrilFeouLj12Rw9405wOEbFY1GLTVFglhPCWsrFDT+KOvrq7iwsYFVc7PwjpvwhLVYTSb+5xNvJdaTz+VzGrn2ggsweYJohtZTn1FPnj2HZE8By+cFybz0JUKuGCTLcTmX0GZrRCXUrLhEw3vuXYNwDmHSV7J07VqEAtlPrKDV+VHKdkNyp5/FOVEuEcspq62hZk+cjNyM037/ZuWNgHLIufRSWFg43UWQToHMK73IvNKLzCu9zKa87BoDJFXU51e+bl3mgRBFmZN1q0X1hmPuf/WqSlbXDpNrqaC8r4qKEgMO0+SkLXqvGcU8DoA1z8Cy7lHq35WDLWMOsYYgv9sxxr03L8dh0/Pjj7TiS/ZjqHFw3qiOF4PzUft7KHrWi/m/OlhUcCVQyOWNg7ySGMEwpsGR1NJuq0BJqnjLJ2po+mIHV39gDTpTPQB3fW4F3+3dfNrv0axsaU6njvkSdHd3T3cRpFMg80ovMq/0IvNKL7MpL51KS1wXp8CY9bp1i8ptXHxt0RvubzfoqSwqw2K3s2i+FYfj8CyHV62YRzR4ePrwiz5sxzbV8Dt3YS3zyr2U59pwGPS844MN2OMWCswVXH3DQib8w5TmKXzie9dxZcGVh49583xCfgeeviLm1+YxoiTxj/nJOL+EXzy7Hp3pcHcMU5mNpDj9kdVmZZOsTnf6/Vaks6e+vn66iyCdAplXepF5pReZV3qZTXkJBB5digzN64fRu+r95ad17KXlmbRNLDv03Fx3eJZDq8HK26/ccOh5RqGa6+edT7IkgNFhw6Tbzqrz56AxqKik+tB2RouBRFs1Ad2r5JrWsc7gpmDZ4Yr5a8UU2af5mCKRyIk3kmaM3bt3T3cRpFMg80ovMq/0IvNKL7MtL4vBjkkcv+L5n9KqVbxtSc4x1wkEVmyHnpszBJXLVdQ4Jpd98SNrWLGk5Jj7Xn57B/H4Tpbaanj3vcu45sb5xy2DP3L697vNypZmg+HY/W2kmWnx4sXTXQTpFMi80ovMK73IvNLLbMvLhg2BOPGGZ1FRzvFnBc0qsnDPNTcjhMCoV7/hccLh6GmXZVa2NMvJTdLLjh07prsI0imQeaWXdM6rtraW2tra6S7GWZXOeZ2LZlteNYbc6S7CKbFiY23tipPaNkOfOO3XE7Oxgrl06VJl+/bt010MSZIkSZKktNFHL6WUTXcxTlqSJGreuIX5oD+1/YG76t62Q1GUpf/p683KlmY5uUl62blz53QXQToFMq/0IvNKLzKv9DLb8kqnCjNw0hVmgDllc0779WZlS/OCBQuUPXv2THcxpJOUSqVQqWbl32+zkswrvaRzXkNDQ8DsGgv3RNI5r3ORzCt9jKac5KkLZUvza/n9/ukugnQKWlpaprsI0imQeaWXdM6rra2Ntra26S7GWZXOeZ2LZF7pI1ucfn/tWVlp1mq1J95ImjEqKiqmuwjSKZB5pReZV3qReaUXmVf6UImT78px3GOcgXLMOInE6d8hKZ09B7+CldKDzCu9yLzSi8wrvci8zi2zstKsVp/+XxPS2ZOZmTndRZBOgcwrvci80ovMK73IvM4ts7LSnEqlprsI0imQo52kF5lXepF5pReZV3qReZ1bZmWlWUov8s7j9CLzSi8yr/Qi80ovMq9zy6xMW4iZNQWk9MbkjZvpReaVXmRe6UXmlV5kXueWWTlOsxDCD7ROdzmkk5YNuKa7ENJJk3mlF5lXepF5pReZV3qpUxTF+p/urDmTJZlBWk9n8Grp7BJCbJd5pQ+ZV3qReaUXmVd6kXmlFyHE9tPZf1Z2z5AkSZIkSZKkM0lWmiVJkiRJkiTpBGZrpfmX010A6ZTIvNKLzCu9yLzSi8wrvci80stp5TUrbwSUJEmSJEmSpDNptrY0S5IkSZIkSdIZM+sqzUKIy4UQrUKIDiHEZ6a7PNLrCSF6hBDNQojdB+9kFUJkCiGeFkK0T/2bMd3lPFcJIX4rhBgVQuw9Ytkx8xGTfjR1ve0RQiyevpKfe46T1ReFEINT19duIcSGI9Z9diqrViHEZdNT6nOXEKJECPG8EGK/EGKfEOLDU8vl9TUDvUFe8hqbgYQQBiHEViFE01ReX5paXiGE2DKVy9+FELqp5fqp5x1T68tP9BqzqtIshFAD/wNcATQAbxFCNExvqaTjWK8oysIjhur5DPCsoig1wLNTz6Xp8Tvg8tcsO14+VwA1Uz/3AD87S2WUJv2O12cF8P2p62uhoiiPA0x9Ft4GzJ3a56dTn5nS2ZMAPq4oSgOwEnj/VC7y+pqZjpcXyGtsJooCFyqK0ggsBC4XQqwEvslkXtWAB7h7avu7Ac/U8u9PbfeGZlWlGVgOdCiK0qUoSgz4G3DtNJdJOjnXAr+fevx74LrpK8q5TVGUlwD3axYfL59rgT8ok14FHEKIgrNSUOl4WR3PtcDfFEWJKorSDXQw+ZkpnSWKojgVRdk59dgPHACKkNfXjPQGeR2PvMam0dR1Eph6qp36UYALgQemlr/2+jp43T0AXCROMKX0bKs0FwH9Rzwf4I1/waXpoQBPCSF2CCHumVqWpyiKc+rxMJA3PUWTjuN4+chrbmb6wNTX+b89oquTzGoGmfoqeBGwBXl9zXivyQvkNTYjCSHUQojdwCjwNNAJTCiKkpja5MhMDuU1td4LZL3R8WdbpVlKD+cpirKYya8e3y+EWHvkSmVySBc5rMsMJfOZ8X4GVDH59aQT+O60lkZ6HSGEBfgn8BFFUXxHrpPX18xzjLzkNTZDKYqSVBRlIVDMZCt//Zk8/myrNA8CJUc8L55aJs0giqIMTv07CjzI5C/2yMGvHaf+HZ2+EkrHcLx85DU3wyiKMjL1H0cK+BWHvx6WWc0AQggtkxWwPyuK8n9Ti+X1NUMdKy95jc18iqJMAM8Dq5js1qSZWnVkJofymlpvB8bf6LizrdK8DaiZulNSx2SH/IenuUzSEYQQZiGE9eBj4FJgL5M5vW1qs7cBD01PCaXjOF4+DwNvnbrLfyXgPeJrZmkavKbP6/VMXl8wmdVtU3eMVzB5c9nWs12+c9lUf8nfAAcURfneEavk9TUDHS8veY3NTEKIHCGEY+qxEbiEyX7ozwM3TW322uvr4HV3E/CccoLJSzRvtDLdKIqSEEJ8APg3oAZ+qyjKvmkulnS0PODBqb72GuAviqI8KYTYBtwvhLgb6AVumcYyntOEEH8F1gHZQogB4AvANzh2Po8DG5i84SUEvOOsF/gcdpys1gkhFjL5FX8PcC+Aoij7hBD3A/uZHBXg/YqiJKeh2OeyNcBdQPNUv0uAzyGvr5nqeHm9RV5jM1IB8PupEUtUwP2KojwqhNgP/E0I8RVgF5N/CDH17x+FEB1M3lB924leQM4IKEmSJEmSJEknMNu6Z0iSJEmSJEnSGScrzZIkSZIkSZJ0ArLSLEmSJEmSJEknICvNkiRJkiRJknQCstIsSZIkSZIkSScgK82SJEmSJEmSdAKy0ixJkiRJkiRJJyArzZIkSZIkSZJ0ArLSLEmSJEmSJEknICvNkiRJkiRJknQCstIsSZIkSZIkSScgK82SJEmSJEmSdAKy0ixJkiRJkiRJJyArzZIkSWlACNEjhLh46vHnhBC/nu4ySZIknUtkpVmSJOkMEELcJoTYIoQICiFGpx6/TwghzvRrKYryNUVR3nWmj3siQogXhBBn/XUlSZJmAllpliRJOk1CiI8DPwS+DeQDecB7gDWA7hjbq89qAWeIc/W8JUmaHWSlWZIk6TQIIezAfwPvUxTlAUVR/MqkXYqi3KEoSlQI8TshxM+EEI8LIYLAeiHElUKIXUIInxCiXwjxxdcc9y4hRK8QYlwIcd9r1n1RCPGnI55fI4TYJ4SYmGoNnnPEuh4hxCeFEHumWsF/I4TIE0I8IYTwCyGeEUJkHLH9SiHEpqljNQkh1k0t/ypwPvATIURACPGTqeX1QoinhRBuIUSrEOKWI451rPPeIITYP/Xag0KIT5yxMCRJkt5EstIsSZJ0elYBeuChE2x3O/BVwAq8DASBtwIO4ErgvUKI6wCEEA3Az4C7gEIgCyg+1kGFELXAX4GPADnA48AjQogjW7hvBC4BaoGrgSeAz01trwI+NHWsIuAx4CtAJvAJ4J9CiBxFUe4DNgIfUBTFoijKB4QQZuBp4C9ALnAb8NOp8h/vvH8D3KsoihWYBzx3gvdNkiRpRpCVZkmSpNOTDbgURUkcXHBES21YCLF2avFDiqK8oihKSlGUiKIoLyiK0jz1fA+TFd8Lpra9CXhUUZSXFEWJAv8FpI7z+rcCjymK8rSiKHHgO4ARWH3ENj9WFGVEUZRBJiu+W6ZawiPAg8Ciqe3uBB5XFOXxqXI9DWwHNhznta8CehRF+V9FURKKouwC/gncfMQ2R503EAcahBA2RVE8iqLsfIP3VpIkacaQlWZJkqTTMw5kCyE0BxcoirJaURTH1LqDn7P9R+4khFghhHheCDEmhPAy2Qc6e2p14ZHbK4oSnDrWsRQCvUdsm5rat+iIbUaOeBw+xnPL1OMy4OapCv+EEGICOA8oOM5rlwErXrP9HUz26z6o/zX73MhkJbxXCPGiEGLVcY4tSZI0o8hKsyRJ0unZDESBa0+wnfKa538BHgZKFEWxAz8HDo604QRKDm4ohDAx2UXjWIaYrLwe3FZM7Tt4kuU/Uj/wR0VRHEf8mBVF+cZxzqEfePE121sURXnvEdsctY+iKNsURbmWye4c/wLu/w/KKUmSdNbJSrMkSdJpUBRlAvgSk315bxJCWIUQKiHEQsD8BrtaAbeiKBEhxHIm+/4e9ABwlRDivKm+yf/N8T+v7weuFEJcJITQAh9nshK/6T84nT8BVwshLhNCqIUQBiHEOiHEwf7UI0DlEds/CtRO3bSonfpZduSNiEcSQuiEEHcIIexTXUl8HL/biSRJ0owiK82SJEmnSVGUbwEfAz7FZMVyBPgF8GmOX3l9H/DfQgg/8HmOaHFVFGUf8H4mW6OdgAcYOM5rtzLZF/nHgIvJG/2uVhQl9h+cRz+TLeafA8aYbEn+JIf/r/ghcJMQwiOE+JGiKH7gUiZvABwChoFvMnlj5PHcBfQIIXxMdkm541TLKUmSNB2Eorz22zZJkiRJkiRJko4kW5olSZIkSZIk6QRkpVmSJEmSJEmSTkBWmiVJkiRJkiTpBGSlWZIkSZIkSZJOQFaaJUmSJEmSJOkENCfeJP3Y7XalpqZmuoshSZIknQa/3w+A1Wqd5pJIkjQb7Nixw6UoSs5/uv+MqzQLIdTAdmBQUZSrhBAVwN+YnA1rB3DXicYfzcnJYfv27W9+YaUzorm5mfnz5093MaSTJPNKL+mcV2trKwB1dXXTXJKzJ53zOhfJvNKLEKL3dPafid0zPgwcOOL5N4HvK4pSzeQA/3ef6AB2u/1NKpr0ZqitrZ3uIkinQOaVXtI5r7q6unOqwgzpnde5SOZ1bplRleapqVqvBH499VwAFzI5pSzA74HrTnScWOyUJ8KSplFfX990F0E6BTKv9CLzSi8yr/Qi8zq3zKhKM/ADJqehTU09zwImFEVJTD0fAIqOtaMQ4h4hxHYhxHaXy4XL5cLpdDI4OIjH46Gzs5NwOMz+/ftJpVLs3LkTgB07dgCwc+dOUqkU+/fvJxwO09nZicfjYXBwEKfTicvloqenh0AgQEtLC4lEgqampqOOcfDf5uZmotEo7e3t+Hw++vr6GB0dZXR0lL6+Pnw+H+3t7USjUZqbm495jKamJhKJBC0tLQQCAXp6embtOanV6ll3TrMxp4PnZDQaZ905zcacDp6T3W5P23Pau3cvPT0950ROB88pJydn1p3TbMzp4Dnl5eXNunOajTkdeYzTMWOm0RZCXAVsUBTlfUKIdcAngLcDr051zUAIUQI8oSjKvDc6VlVVldLZ2fnmFlg6Y/r6+igtLZ3uYkgnSeaVXtI5rxdeeAGAdevWTWs5zqZ0zutcJPNKL0KIHYqiLP1P959JNwKuAa4RQmwADIAN+CHgEEJoplqbi4HBEx1oTpWZZCKCWmN4UwssnRkGg8wpnci80ovMK73IvNKLzOvkRVIRdOhQqVTsZy9beIW5zGc5qwGIpSLoVDP7/ZwxlWZFUT4LfBbgYEuzoih3CCH+AdzE5AgabwMeOtGxas/PIRwdxaKRf/1JkiRJkiRNp0/Ev8sQY2hQ8xXexz9Ufwagjx7sqQz2JP9Gggj6pIXr1J9FpZox1dOjzMxSHe3TwN+EEF8BdgG/OdEORq2Ca3wUhUKs5nQ4xXNbJBKZ7iJIp0DmlV5kXulF5pVeZF7H5ky4+ULgz9hUJj5qupohxgBIkORpZeNR2/YqO0kw+T5GCTCUaiUe3Es4OUKZ5UbMmmPeyjYtZtqNgAAoivKCoihXTT3uUhRluaIo1Yqi3KwoSvRE+xssRgbG3PiDiRNtKs0ADodjuosgnQKZV3qReaUXmVd6kXkd29t936cp2c3G+D6+GvwHKgRKCpQULBGL0A9m8JerHqXlDwMsE+uO2jcaacYV20Iw2cMB7w+npfzHMyMrzafLkZ2BQe0mnkydeGNp2o2MjEx3EaRTIPNKLzKv9CLzSi8yr2MLHdG+6Ur5uT15O4QWQGgBj7+8na+v+CbWvDye/K9/87FPfh7FOx8RaKQ6fg3JlP/Qvgozq/FzVvZdyMhKEosOkJJ15rQg7zxOLzKv9CLzSi8yr/Qi8zrMmwjxgb7/JYXC+/Ku5IehxxBxGx/NuIk/+nbR//gWOv/0An97vhmVSnDgoa0konF+/4P/5cE/PsCl77qUtbeu5Z1zbsMfHCal8ZGvPx933+9IJgJkFN+JRueY1nOclZVmlVoQjY1PdzGkk9TW1ianIU0jMq/0ks55LVmyZLqLcNalc17nIpnXYTd0fo+2qBOAvtg4iqaBmJLijj99A/ePH0FXlkXZDatY/aGbWLF2HuGkQKWJMW9cwzNPP0PHjk4+t/4+/r3ufj7wiRvJyS1BRxfhUDsAYx3foKDhG9N5irOz0qxLpkiofQgx3SWRTob8wEkvMq/0ks55Wa3W6S7CWZfOeZ2LZF6HjScChx57UwLhC9Lz8V+ScHn57K9/SEdlDdGkws2ZBbR73JBKogDzMotIrCtj3TqFH/w/M9/62ie4/Zov8IVvvJMbVx0egi6VDE/DWR1tVvZpViVTJFIhZsi8LdIJnIlZeqSzR+aVXmRe6UXmlV7O5by+0/Z77t7+RYYjk9/sf6/kTrRCjRY1H9Otpv2Ob6IvyaH+/v+HtmEx4SSkEDzoHiaSSgKgALtG+1EUUBRBVyzBhz5xK9/56Qf48n2/47GNJhAaQGAvuB6AVCxAdNvnie3+NqnU2e3zPGNmBDyTHnzyTkWjg3l1v6SiyDTdxZEkSZL+A62trQDU1dVNc0kk6dw2EBhAQaHEUgLA5/f+jO+0/x4Ai8rMWyvupcnbz5fmXM99+7fw6vu/wLo1a7jzK59ipaGI5/wenvG6gMnW2gatmoO3nc1PQmKqEm3TGbiwsJJxXxeDrb1suPZ2fv6FD3L1ne8i0fJ/CGMmytiDEJrsBiJyVmE47wcApHofgVQcVcUNxz2P050RcFa2NCcQJOXIGWnjXP5LPR3JvNJLOufldDpxOp3TXYyzKp3zOhedC3l9eed/U3F/OZX3V/CZrZ8BYJt776H1wZSNn3e/wGZ3J5e98l22/+ovKCY97ddfw7d2ebhh816UkMDuyYbBXNaJUhbEyxATdvImCmm0liOGclGPZrNQn0XLxt2MNfmwRFT85NPv4ANf+Qk9L/6F1Hg7yYEtEBo99NpKoBuAxMZ3k3r2BlLP30rimZvftPdiVlaaO6J+AvHYdBdDOknn4s0+6UzmlV5kXulF5pVezoW8frz/x4ce/6Ll5wB8ef77UQs1ACWm8kPrk2N+gg89j/0jd2FUZR9a/s8eHxMBLUpKzbN9cbb3J1AmbIxMqNm5NwRJNamoFmfb4KF9YthYu7iB9Uvn8aO/PXNouWJqmHqkQrvg45MPex8+XOChp8/Qmb/erKw0oxXEVAK1CpKp2df9ZLZpamqa7iJIp0DmlV5kXulF5pVezoW8Lsi/4NDj1bmrAVia0YD/ulcIXf8qz57/eWwaIwJBw0YPZVddSHZBPpXmwzfxlRiNRx3zeDWzuMZ86LFGq0Fo9XziXbfxl6e24Q/FQa3DsOrLGK/fgvH6zWgK105uXPuOwwepvO30TvgNzMrRM+IaPUm1gk6nIhZLYTSop7tI0huYO3fudBdBOgUyr/Qi80ovMq/0ci7k9Y+LH+A3rb8mnkrwnjnvIZKI8M5/f5lQPMJvL/s8D7XvYVGsgptqV3H3wxdj/PBHudxfTOeYQiSp4oa52URdDoKaGEKnYPAb8Hks5GSFyXYbGVesWB1ecgIpUsYcMmuNBDqG0XpSmIpKqB7rYGlJOc/0lPKW+kxoayY1zwpPfwVUWrjkPjTLv0Gq6jZIJVHlvHmt/7Oy0pyVkUsq4kOrEcTistI80/1/9v47TI7rutPH36ru6tw9OSMNMkASJMEoSqKoYCVbDrJWlrzOXoe1vc7+ede733XYddh1WFtykGTLkixboixREsUcAZLIGTOYnEPnHCqH+/tjEAmQBESA4BDzPk8/U1N9u/rc+vT0nDp17jmTk5Ns3br1epuxwmWyotfyYkWv5cWKXsuLG0Wvn93yn85uv/8b/4W9qaUI+/Yv/hwFcykN49knDiNkGV93D0eSMn5paW3ZnoEgQTzAz3p/DAU/LhDJRxAsRZ0TOR8+QNU8GgeKBACQEHOTSMD7t9/Etx78Ih/+kQdomh1COvwp0PNLBlUW4T9+Abnttmt+Ht6S6RlrHY+oT8E1VEx7ZUHgm51Vq1ZdbxNWuAJW9FperOi1vFjRa3lxI+o1V8uc3a5YSz6WGJnD+sd/QfItxWIl6Zzv5T/P1XQBvKWHOK+Xhu+8hA0P6bztpeN1xGN88+Q0H/vCU0vvZ1bPvbh+zp5rzVvSaQ67grisoJULWCtO85ueQqFwvU1Y4QpY0Wt5sZz1isfjN1yDk+Ws143IW12voewQq/98Nav+7yoG0gMAfPZ7/huK7EeWZP7q/k/SFooiyiqRNd2s33oT72ju4gvfczPhnI9wwccv3R1BLEp4CxK3tUow64dZP81CAhUwQYpGkVMS0pyEb/06fFUfvrSE720fxNfWx4bNOwBIVhqgBJHu/1WQZJB88N7fXTK2OAV/2Q//tw+SR67J+XhLpmcoJvj8MpnFNN2JG+8qcLkRi8WutwkrXAErei0vlrNeN0JlgpeznPW6EXmr6/Whf/kQi7XFpe0vf4jk/y/JB/vvw/j1fWfHrAts5h9HDPYEcszVBekjGSYHprGcpbjs//76Am1OHwBDRxR8pyPJtWk/Z5YK2nMaISQkIP2sS79YCnga/3aYqJfBl1sqM+cFYkj3/ijyzrtg58tKy335w1CZW9r+0ofg9/JX/Xy8aZxmSZJCwItAkCW7viGE+H1JkvqBB4E24Cjw40KIV60nF1YFZkQmuZila9u1tnyF14tt29fbhBWugBW9lhcrei0vVvRaXtyIelW0Gr/zrU+xvr2PaHANv/HNryMOH0O4Oj6tDoDpcDbJ4kz3PwADh6glgQAvIUPdAxuUKHC6ud/5PfeCXgkAy3W4ub2PZKEAX/o83swUUocEmRn4yC8hRRJvwMzfRE4zYALvEUI0JElSgD2SJD0B/Cbw/4QQD0qS9BngZ4F/eNUjueB3ZVKZKe6QXnXkCm8CPG8lhWY5saLX8mJFr+XFil7Li7e6Xk/8xBN88F8+iBCCJ3/ySQC2/a+Pka0vObO9TZuAJvD5oF7HbeQRQnDXeo8TI+BzJX7vI6v48pcsEHDLnS7Th5ccMyUCLC5ta6sCBDIaOLDmhyJ4ewQ4ArGjH6bG+M7ECeqWRtB3urDDwW+CPr20fexZ+D/Pwo89Cl94H3gW/Oi3r8n5eNM4zWKpn3fj9K/K6YcA3gP86On9XwL+gNdwmou5EPgEpcwQb8Eu4W85IpGVVufLiRW9lhfLWa/du3cD8MADD1xXO95IlrNeNyJvdb1u6rqJhd9ZuGBfvlE5ux1WTt/437aZtkqVWn2Gu0yZjV6Ck4tVPODLX9TAXqqH8fSBGht9rQBMTMCZNiWB2frZY+pfnyYilsLOelJBklsZMWu0NMf5jS23LQ2KCtBPv0A9vSiwfRP8ztxVmvmleVMtBJQkySdJ0gkgBzwDTAEVIU6fPVgE+l7rOJbXRikfpZl5ogv/fM3sXeHqUCqVrrcJK1wBK3otL1b0Wl6s6LW8uBH1+vm3/xAAsiTxmU/+Ltk/+Qv+8Ud+hk996itI3Xdy6PlHePDZ9Nnx1nkZLLIsoGFAw6C3B9BNqGn4/Oci9iFx2hv2PAJDAxSG5tg7cpzv/PdP8clf+z28P/gTpB/9XZBOpxLc8T3Xesrn7H/D3ukyEEK4QojbgFXA3cBlFz+UJOnnJUk6IknSEdsMI1lROvsMnPIIxWKJqakpdF1neHgYz/M4duwYcK5v/LFjx/A8j+HhYXRdZ2pqinK5TDKZJJ1OUygUmJ2dpdFoMDo6iuM4ZzsBnTnGmZ+Dg4OYpsnExAS1Wo35+XlyuRy5XI75+XlqtRoTExOYpsng4OAlj3Hy5Ekcx2F0dJRGo8Hs7CyFQoF0Ok0ymaRcLr9l5uT3+99yc3or6nRmTtFo9C03p7eiTmfm1NraumznlMlkqFarN4ROZ+bU3d39lpvTW1GnM3Pq7e19y83p5To5jsOffvVP+NaBh5iamuKPP/CLzP3ut5j7r9/m1rb1fOIPP8Wvfurf+IW/fpDQhvdgTu9GNxc40/cv0p4lEZcIBTze1SojFetIxQaxdA5yNSirpKsuSgtIIQ9lZ+vpVy450p+eeIbv79lG26OPYX/237H/56cY82Kof/wcc7/+FYof+U3S6TSZI89R2/fN15zT60ESb9L8BUmS/idLwfffBbqFEI4kSW8D/kAI8YFXe+0//d3/ETU9xts6nmTtzbfRevMfEAquNDh5szI8PMz27dtfe+AKbwpW9FpeLGe9bsT0jOWs143IjaDXu//ofvaMvQTAr3/oN/nzH/tLHMfhtz/3F9TUBg/tK+C4Sw5u2L+D+vGvkQj5eeHRbzOftPib/zqFrnvcdmcC/0wbhrrkd66TIXJeSvj3fNQg9ZUM+GD7n20gsTXKkT/9Aj/wT7/H/gc+yarg6YHCw/eBDaAo+H/215H9frwnP4348q8tPb/1fnz/3+5LzkWSpKNCiDu/23Pxpok0S5LUIUlS8+ntMPA9wAiwC/jY6WE/CTz8WsdS/TZJIRP2NyOnxknPLF1liOy1zXVZ4bvjRuim9FZiRa/lxYpey4sVvZYXN4JehyYPnt1+6NA3APjhP/oN/vHxb/C1F57EJ+lnn/+tj69l99e+SHVmhHc/8Et85s8G0fUlz/jEkRq3f8CHUGsI06Dn7YGzr+vY6iP14OkmJS6k/voUx77vM/zoP/9v/uKP/5z+3/6Jcwb5Z3Cf+Cbud76G9d9/GQDx/GfPPT++92qfgrO8aZxmoAfYJUnSAHAYeEYI8ShLkebflCRpkqWyc59/rQPVvRK1oIbtRvAvCGLFRwDwRg5dO+tX+K45ceLE9TZhhStgRa/lxYpey4sVvZYXN4JeH7nj+89u//L7fwWA8cWZs/skJvn3//5LPPg7v8jC8Qz/358+Su/6X6KUfZzDA//CmYwGWYbxR+agWoBiivbWOmRmIbdIef8U/sS52hSFzHF+bPQv+cHmu3nfyQTVx04i/frPo/zPXwGfc3acmF+qoCHd/5PnDF6381qchqX3ebOmZ7wefvvTvygmvDi/0QRbjAy+LTFa7/kLpAf/Cvmn/weSdK4OnRAC9AZSZKnrlKjUwHWR2lqul/krrLDCCitwY6ZnrLDCm5Gj00dIhJvY1LMJgMcOvsgn/vdvI4THn/zsb/CrP/Qf2XjvL2MYS6v+FHrB8pOZ+wx9TevY2v7j/NFnf5jPf2L07DE3dyko2XOrBD/2ze2M/vIuniw+z+dS/8Yvd36YH+94F35rBoUSyBI9R/4B99F/x/nsXy69z6/9T/zv/wgA3theKCfh7o8hy5eOCb/e9Iw3Tcm5q0nSX2fOrlD3biIcLWKrBk5uGsUBHBuUAEKrLznKloGYPIG0450AeAtpMEx8bS1LDrXlIAWV6zuhtzhHjx69ITt/LVdW9FpeLGe9Nm/efL1NeMNZznrdiNwoet2x/kI/83vvuZ/6I+fu3nued9ZhBti0KcTdO95G+dAmHt/1RZ7O/BajH3mQd6/7BL65Znz+BLf9zM0M/q9hsBo0mlz+7099ia+PPEpMjvBnG3+bH/nrT6A9uhfnxdMVSjwBhoXy/Z9A+f5PXGSjvOXt12by5/GWjDR/7LOfFGM5k/+v8x7e4Y4Ribv4N/0Q4RcPwj3vQ9p5N+LIU8jv+iFQq4iRg8h3fwgA58VDYJj43/9OnOk0XrpC4O0rbQVXWGGFFVZYYYUbmyNDB3nwiS/xyQ//NHdsvwvHcbjvQz9AOptFUYJY9jaUgMI//vHP8eK3j3PyxRpaKYLp1sja+6iqxynaKeJyG919HTSSVSqijADua9nB+8Rd3BbYQiBQp/f9Cdo/ehf6//4CXkOHwASYKr7uLrqeeBjZ78dNz2E98xWUd38M/+pNr2n/SqT5Eli6g3WiytwH6nyw0IrXXICJZ7A18O/fC+EETA7B3e9HaHW89DAcCCDf+16EaZ2t/efOFrBzBgGW0jjOT+tY4epx7Ngxdu68djlIK1xdVvRaXqzotbxY0Wt5cSPpNZOc4v0/fx8g+MK3PsuJb0wzNj5POpsFwLZN/uIPPsJHv+97edfaX8HzloKyUf8GQnITf/5//hfP/Npe7KBJzSuQCEjEQibNUjNNUjMf+fS7mPqve5DsBmFzkvIjUH7kGLcd/zPc4RMUf+N3AHAzWfQnnyH8jruofXwDeB7G5/4HTQ/NIHetuabn4LtaCChJUlSSpDdtDTc1ZSBaZcb9KcrBdUiqD39dxV2v4+klGgeGkKKtiEYVUcsjNBVv4Bk818V65gXMJ5/FO/wkzkIBN1deOuiBfYjT7TKdmoVw3tqtM99IbrvttuttwgpXwIpey4vlrFcqlSKVSl1vM95QlrNeNyI3kl6HB/dzpvayQHB0+CDbNl8Y3b3tlpsoF+pnHWaAH/qF9fz0T3Ww59PfoGVNGEUK0ubv45f/4ifoD66nWW4h3mQw/FdfJ/FDUW76Pxemu2hjKfyb1l+wT9m8CefkS3CmjbkQ2AeeuvqTfhmX5TRLkiRLkvSjkiQ9JklSDhgF0pIkDUuS9OeSJG28tmZeGZ4jCMaCLDaqpEt1/IYPV7FxXA+3o8zcUxlExyqo5BGVLJLpQ3ge7tf+GTutIko62eFJ7GNTmBMaAKKYxzwygZXWaBzMYxeM6zzLtw6jo6OvPWiFNw0rei0vlrNe4+PjjI+PX28z3lCWs143IjeSXt//wMdoijUB0Bxv4cPv/EH6err52uc/w/d/8P186e/+ho396/jypz9PvGkpkSEYDrChq41H/vIpFofTTE7u5Vef+T42dS7wzR/+c7TAOD+86yMEiyNUTyWZ/OwLFLMq/rYYeB5SJEf1xefwrV5N26f/itC73knb//tzAps34r/nAxA63cZcCaC85z9c83NwuekZu4Bngf8GnBJCeACSJLUC7wb+jyRJ3xJC/Ou1MfPKEJ6g31xFo5rm2bc5tBsSrVYNL7gW2cng2Sb6IoQTeURmFrmi4rV1QzGLL+LDM/wMJhVuMzyEZ+HkG8iqivvSQcz1Nv413bhVC7rf2j3n3yj6+/uvtwkrXAErei0vVvRaXqzotby4kfQKhULMPFWmWCnQ1tx+dv99d93JfXctpQn/+o/8Kvuf3w9A79pVfOvIt/jWnz52wXHU2RTl6QIAWr7B/P6RMwHspX3JCncO/yUn7/1hzKlFsn/7ZYzxWbb8218RfuD+s+PkUISmJ0q4o4fxbb4DORS6VlM/956XOe59Qoj/JYQYOOMwAwghSkKIh4QQPwx87dqYeOUIIXjb1HaaaxFGWKCQaOUhx2F+2sE1IzT1G2SfPEJxcRQrO4GtCpxsC0ItYwUb5ITB3fUarutHFnVKnz2JaDTwVZLEu+rIIQU7vxJpvlrcaLdflzsrei0vVvRaXqzotby4EfU632H+zN/+CR//gXt46vGlpifTY9Nnnytk8wDc9/HbiDZXQdK554d3sv6dF6Z0rLpnAxt+7p0gS/jjCpt+4T4ArMXM2TH60NIdJ/XQHpK//CPUnvgmAHIggLLj7W+IwwyX6TQLIeyX75MkqV06b2XcpcZcT6JuhJQhiJcK6FmN2ZhMuhVqVpz4FoNcSGJ+fAzHdTBbFbz0HB5QdHNMd08gyw0UbITpUJuu4CWT+OwGbqmCuq+AW3Ne04YVLo/W1tbrbcIKV8CKXsuLFb2WFyt6LS9uZL2efuKb/M1f/A8GTx7m13/p41QqJX7zj38LSV5yDX/hd38eo6HxWzf/MGppCtwRPvrf3kuit5l7f+M2Qk3z3P6fNtN31zq2/Of7wD2KUz3IEzs/jtXQ6P2Nn1l6I0li1e//Kk6pwMKPvIv6Y18n9Z8/hnbk2nX+eyUuN6f5XkmSdkuS9E1Jkm6XJOkUcArISpL0wWtr4neHXyj4x6LoUoADhsNUDUKnfKTMILIEhuywXpY4WHWpHnQwQ3UcF4q2Si5dY7HLQTgNvCgErQo5XaZRa0Y9NEropgSe+upOs+OuONWXi6Zp19uEFa6A5aTXvx0++NqD3uIsJ71WWNFruXEj6zU7PXbB75VykQe+990cyB7iYP4wP/YrP8H8qUk81z075thjL5E9NcmBv/w8RjnP8c99ldSRYZJP7DmboiFcj8qxUfp+62e5M3uQOzMHaP+h92PNTMB5ZZL14wfekHmez+WmZ/wt8CfAV4Hngf8khOgG7gf+9BrZ9jqQsIJguxItWogXlRIxsxnmFJrLfqq2ieeHdFeV1KKGPuqiDjdhhizatkRoCfj5DFtw+3QqTRECrXVaUfGagwi/INytIbkaTs16RQs+c/gzK47zZfJKnXu+G/KFt17d8TcbV1Ova8lCucTTo8PX24zrznLRa4UlVvRaXtzIev3Uz/0WfavWIUkS73jXB1jXv5R24TgOc8NDOI7D+ju3E21Z6rjsU/y86yc/QmU2fcFxytNJ1v/49yEpS8vs/Iko7fftAMCzrLPnOHT7PSjrlt5Dbmqh5ZO/8IbM83wudyGgXwjxNIAkSX8khDgAIIQYfTPWLpZ0P5lmH8U6hNVWUi0jLESC6OstPja7iWLFYH1ZIPQaCSeMLlkUjTi2N8+mlnZ8bT3IaYevdazhAzUFxa/iGT60RBARCuE7OURQS2Mle/EnApe04Vv7H+Kj2z5Kb1PvGzz75YeiXL2Oi6PjHu1t8kpN7WvI1dTrWlJoNGiPxq63Gded5aLXtSJfr9Meiy2b74QbXa/lxo2sVyAQ4Nk90xfsU2s1fnRDD6auE47F+Npsjs+mn2Xu5Dh929YRCIVIfPjtdO/cQub4OJ03b2Dbx96LLMt8rLiL6uAULXdswzMMdq3pwKlVCfT08q6xeWRZZsPusVew5o3hci+Rzi9KrL/suTddaM9XCJNXBF2hEGVJ8I6RO8GCbIvJ364Zo0NpJRZvQZ7rIyHpFGMmOUy+USuRbMSJJzq47VSdds/CCzn4Axput6AmQU4EUZMpDk1M4NbMV7RhbH6UkdS5KJcQAst55cj0jUyj0bhqx6rqGuqNe7fsDeFq6nUtsVwXv+/GjQKdYbnodSkeeOABHnjggdd1jIcHT6JZy+e7dznrdSOyoteFvPStb2DqS26i3mhw6MnHkWWZ/tu3MnfoEI/9/u/TKBT4haP/yu97h/jPA19FXVzk4B/+IeXxcdruuglZlkn96xdxalUArHSK0q7nrue0znK5keZbJUmqARIQliSpzpKzLAFvzJLFK8CwZVzXo09WiA31M+JzScSbcKUyyZ4idvpOAppHOt+DnwxVrxvH7OUTbd9LbnKO6YBOV7PEqkCNkcJakCdpjstkvSzPlwzeX/ERthUqi+M86dtNItoM+Tybbr6Pr5/6Oj9664/iWQ5DC6fY3LOF1c2rObBwgIXqAh+/5ePX+/S86Whvb3/tQZeJ5do0Gh6x6Ju2986y52rqdS2xXZfKHHied0PfQl0uel0rHM8j36gTDQavtymXxY2u13JjRa8LufX+dy91VT7dRXn725YqYYw89RR//6EPAfDs//2//KWqIssyVqPBv2zYgHBdDv/RH/HJgQHabrqJ5vvece6gkkTs5luux3Qu4nKrZ/iEEAkhRFwI4T/988zvb7p7E5Yt4bOC3KpvwEw10GMQT0Z5W24bPUYvyYRJsidAva7TUFuI+rYy2WcRGYe5k5BOSiw261QKIRpujIebVpEc6OFIcB0DzVsoqzVM08/UzDOMfvlr/O0X/4iHvvwZvrLryxx65lGePfUErVmZ8dQYP/mlH6Nm1Pjc85+lbtZRDZVivXi9T9GbisXFxat2rIYGprXSrfFacjX1upaUdZVc2cY+bxHKjchy0etaoc+cIFurXW8zLpsbXa/lxopeF9LT388/HDjJJ37n9/jc0WFau7oBGHj44bNjHNNEr1QAKJw4gTjzHS0Es48t1XRO3LyDOx55ht4f+ynu3X2A0OnjXG8uK9IsSdJvvtrzQoi/ujrmXD2CIYnN1Zs4nHiUDmMjw+1+vn9mI+s7DQ6vnUMdSfB9t0VpHNqA4wtyYPsw3+tsZvqUjVqM0b/exif78UmCihJlbFJGbAuTLh9iRs/ywKpWRjOzvC8YZ4Poot3n8Pt7H2atHOGbz/4L76l1MLMwgVOt8Mzw0+RLWV7a/zR9/qUc5w/e9qHrfIbePGzceHUaSgohsCyZUtVl7eo33bXcW4arpde1Zm4hCd05bM8lyI37eVguel2Ko0ePAnDHHXe8xshXxq7nyWXT0L/+tQe/CVjOet2IrOh1Mf033Uz/Tf/7gn0P/Nqvsfdzn0N4Hq1r1xI9Xaqv+957CTQ1YVWryIrC1p/4ibOvaX/3e2l/93vfUNtfi8u9Zxk//bgT+M9A3+nHLwI7r4YhkiStliRp1+nW3EOSJP3a6f2tkiQ9I0nSxOmfLa95LCEhmuBoLYnhuYSqAsNoImQliBDimKmyrU+we1Kho1/CCc8QaGqgyDAQs5lVdPaaZUZrGgoN3lNI4jbyhB2dd3TIZMkRbwoQNAKs8nt8X8tG2tf18E5lI7+99qNMLIzSKVrIJKfp1MJ86jt/QfrkECeP7+fJo4/xzMmnGM2PMleZuxqnbtkzNDR0ReOFEAhxcSq954GiSNQbMPXisxRnpq6WiVfEpWx7K3Glel0v8nqOyE3SDR9pXi56XYp6vU69Xn9dx5h12snkl08DiuWs143Iil6XR9eWLXzKcfi05/GHMzNn98t+Pz9fLvMrnscvmSbR7jdHRPmVuNz0jD8UQvwhsArYKYT4LSHEbwF3AGuuki0O8FtCiO3AvcAvS5K0HfivwHNCiE3Ac6d/f1Wayy0oG32osp+g0Yoh5ejKdJJVqqSqVQrzzfyTVeQf3f2kR4L43rbAvaEAJ/w5jCiUekzm/Fn29A3hGiXaKxFa4zU2yAvc2pTgB3b0IxsB2uUAkoDS1ByO28zP1t5B65EpNltxPty7jU1aE++L3ExPPswPr34XlmVydOEII9kRdk/s4sWpFzmyeISyXr5Kp3B5cuutt17R+Pmcy8DMxeX8HEfgk8DxwFo4gVW4PhclQ3MOi/m3rqN2pXpdL8qGQPJkTPvGLv24XPS6VtiVEMVK9Xqbcdnc6HotN1b0urG40tUxXcD5y5Ct0/teN0KItBDi2OntOjDCUjT7B4AvnR72JeAHX+tYUTNA19YAnqzQmo5S1wrIUoJ8m8PkZA4RLDKZVrF8MnvWGvyOl+Lr4z7+9tQIuuJQ7bLpmWwjcXI9Ff8pjEIza+52UGMFntEDJLMa8TadvjXb0J0g0+VFcsMzmFWLNlnnQ6yjLRjmP9i3M53u46a1v8zbC81sMeKsd2LotsbjBx7l0YMP89ln/55vHvsmi5l5PPXlhUluDM7cgr1cijWBbl4czbWdpbsMritQF4I0Ft+YJpUN3aOhn8uj1gxBqf7Wzau+Ur2uF5br8D6zgGm+dS9gLoflote1Iu6PU64unwoHN7pey40VvW4srtRp/hfgkCRJfyBJ0h8AB4EvXm2jJElaB9x++vhdQogzlbAzXIaTHpcF92xuoRpQCKoe8VIPRmqRvB2gGDawRZ2mRhBdCfDYA0dxA20EggGafevpkjZiR/24eZ3Vo23QVkdZlSXUHacpKLBcm2KhDdUL0BxOk+hpZ299lls7w9SUaU74Krw/tB6Bxd09cTpCOh2FIOGqHz8xbrbbiJou3kyJfG6R2ESOfRN7+ZUv/iIT//S5q30qlwVXmq9YqnsYliCfgkrh3H7TEtSEietCKWtSnHpjIs2PHjA5PnnOQTdtQUV96zrNrye/9I2kXdLo9gxqxo15MXqG5aLXtaKyvYZmL5+/xxtdr+XGil43FlfkNAsh/hj4aaB8+vHTQoir2hFQkqQY8BDw60KIC5Y8i6Vk0UsmjEqS9POSJB2RJOmIokiEbR96yIeitNNS6qTVzqGVqli9cYI1k67/LwABAABJREFUiYbuYMoylZG1xFtC2JrJukIfUmeUeK2JoBvhBIf5Rs5CEwEcvZ2aqeAZVZpYw3wxh+lqBFr8bG1uIRAPskHp4Nb17RRDDpFQmoatEFYclHqWWdVls2gnvlDg16xO2qdlPlbYyKa8xGyuxOD8MT47/HW+/si/8txX/56Tx07gOA5P736SU5PDLIwMUpyfIZ1Ok0wmKZfLTE1Noes6w8PDeJ7HsWPHgHNXvseOHcPzPIaHh9F1nampKcrlMslkknQ6TaFQYHZ2lkajwejoKI7jcPLkyQuOcebn4OAgpmkyMTFBrVZjfn6eXC5HLpdjfn6eWq3GxMQEpmkyODh4yWOcPHkSx3EYHR2l0WgwOztLoVBgz549VzQn0/aYnk1Sq5hMTSyenVMqWaDeVqNS0JnzokwWam/InKIhwdRs6uyciuU6i+nKJedkWu6y1enMZ2///v1v2Gdvbkbj2LGB725OPgdD8lFWG685p7fS39PL53Tw4MFlO6dMJkO1Wn1dOgkZDEV+08zptT57R44cWXY63Uh/Ty+f09GjR99yc3or6nT+MV4P0uUsWpIkSRKvMfByxlzG+yjAo8BTZypySJI0BjwghEhLktQD7BZCbHm14/zSvb8t/mz3/+TnPrmL1aeqVNpNtGCWdDjD+NstYlNJdK+ZWDiM2wHS6jrqiTrt1bez+Z525KcFt1RjzIRGGEyU+Nnwdjo2Bvi7mXHUTpt3ehEa6Ul+511dBLz1BJglH2qhOhTC3TRIVzVEj23wyHQCZUOAtcUeppISfZJNtPM4oYDCv4TX8Btagm/HE+yqpNhU2ktLpIN6fyvxisVP3fuHJFom+PTYQYYLJT593134Yz34dr65VpJebQZnbG7pf/VKB08cNpCADcEg/gD0b13q9DW74PBvyWk25Lqp7nqYQLDET//Zr11zmx/dp+JXfHzwrtBZ+wA+dNeFJcxdV/DoQZMfuO9NV9r8umDaNrIso/heuab2M4/n2XlXE20dl+68+Wr84df/mtu6qsiBD/KRe+95PaaucJ3YvXs3wOtqcPKTT/wdviT883/65atj1AorrLBskSTpqBDizu/29Zcbad4lSdJ/kSTpgkV/kiQFJEl6jyRJXwJ+8rs14vSxJODzwMjLSth957xj/yTw8Mtf+3I8IZMIJej3+VDw0etL0a/00da8lY3TvbRmZZpznbx96nbkqop73CCw4CO+Kk/BMmgXAWZbM4TkOG6yxj/MH+YrTGCMGhhVi2rIYqheZ5+8lv05G9O5hf1+l33rF/lCooY/0UZD72LrBh8+OUJXV5GNN6lYjkRnaxRJ8XGHouGLaVSdLn5xtcv9ze2MS5v5EX0NebuIvzSNe2g/t2pVQpUpquMj1A69cMXntdLwrqiaQ77qUqxd/VuZoqG+4nNnrigBBi+xwO/8fOHzyaUFhfS5uVm2wLV9VH0mki+C7l7dKhZCCKZSF9t3dM/hC34v5i3qtYvHaabgxMArn4eXU6p7HB1/7U5ml9JXeNfudvT5el0uDd3Dci6089snRjm+OP+qr1NVF0377nKSg0EftuSnol6fRWBD6TdHxYbvRq83Cz09PfT09LyuYwi/hxdZPhVtlrNeNyIret1YXK7T/EHABb4qSVLqdFm4GWAC+CTw10KIL75OW94O/DjwHkmSTpx+fBj4M+B7JEmaAN53+vdXRfiXIlfvvieMEVTxJWr0qB4/tW07H7Qi3HPbLXT6NrCxOUzfxlVIiS4S+U42za5hRppEDyaZ3DqPTZCu8AbELS3MHvcICw3Lsph1FpEkP2NqH/8cmGDf3AKjVR2tWedeq4nnq3EK9c1IlkSgshrZkuiIqQSiNexQkIok2BHwkCMaRi5Jf8LFqPtp2rSBIc3gx/o7ELNHEXWdzkqKTUGJ+ZyCWjdRj+XPzdO28RYzF8zdy+Rxjy+VwBFC8PknNSZTS06He+xcaZyJ5Dmnzj3tXHqLaYZmHZ4//srtwb9bnK8/8YrO++bNm89uX2oB3Z/+YwHvPCdQYilHxzJBO88H1Q0P4ZPQXBcjIlENXt0ucEcnbPYNXezEFvPFC+xr1B2y6YvPYaFokylcvDjxpV2XbnZzYMQiW3lt5/f5Exa69bJze/gg4hq1dz2j15VcXA3NORwcOXfuhBA8ciRL/jVsHMkICuWlz6pmvLLjI0qli/YpCrg+P436qzvNdc1jeO7VF42mUwaOc2WO1yODA1c0/lpx/t/XcmPLli1s2fKqNxZfE5/jwwsvn5zm5azXjciKXjcWl1tyzhBC/L0Q4u3AWuC9wO1CiLVCiJ8TQhx/vYYIIfYIISQhxA4hxG2nH48LIYpCiPcKITYJId4nhLj4v+PLaA10AnD7h1YjhQy0iAy6i15bwJwJ0b15J220sb43SyIV4KZ2hR3BPpySD9/qNKLVZfb2GQzNQOuykdsV2vMG3VYrhs9kxnbxtwjash7htMLfJYsUa2V2mpvIHcjxwvRJhuIa9VII/5phKiPtiAis2Rnn0ZZNHG9qIScHyPps7tqSI2D7WL1pDUYgTFfIRvNLCDFD3WvQQpBwMMgJXSUjG7iLaYRtI8pV3NEp3N0HsevnFjqJ6XlEdml1nGnD1tV+kgWXhaSO9cy+s47r+Y7xU0dNVMPDfeEQuuERj0ivV86LEKUqolBibmqO+ekFpifPebvz8+eijZWGd9aJP0OyKJifX7LX8wSF/JLz5dpLjvMZNMvDs2Rsn6C6voTZenWjS/mKR1vTxX8yruNSq5xLv6+VqmRTF9eWLRQtSsXKRfvHhhpL86pe+I9dkkC+DClyFY/yyy42RCoJpvHaL/4uOKPXQy9ql/0a3RRkSufuepg2VFVBvn6x0+x5gmePLQmrGoJafemi79GDl56P8Dw4fOCi/X4hqGUC1LVXr/ObLnnMZl89mv31L6cYG24wWyxQNy7vvGbqVUz7jang8kqYhnvB39eNiFOREf6r/512rbjR9VpurOh1Y3HFoTghhH26PFzlGthzVZB8UQDiPW003+7hmDaoLvpQGdHcwal983R1yEzJEgEzwPvcCGvDLQRn/HQqrdSaVN6xfSNtPxjECyj0D61i6D0z7LC34osaCF2ho3cL6niZDj0Bt/goaUE6jygoZox33dbK8WyF5maVl8iTVhMoSgylCRYDOvvaavyj3M6euAWui2PGCHa3sdXvJ9AWxbahFjU4Vk1xqtDghHQrFXuBRWFSmj5A4R/+BndgDGfhabJb1/HtJ5aiz0IIREMH/1KjR8MSCN1CMwW79pYprduMyCyNTRaXKlDAkvNSqgtEoUwl00BTr26JLmFazK3u4Jl9+zl5aIGnHx7gxJElJ7NY8+js7Dw71nKW0hjO0NA9YkEYGVu6MNBMwcjxKhKgaqCe9r0HkotolovrSHgInFYHKbF0x6FU8xieu3Sagzs4dnbbcQSLc+cuQMoNj2Th3LkYGqhjaO5FEfNESxOV85zhSqmIoZZxvQvHzc3mcfTSBfs9T5DNWJyctHj66HcX4W/oHtXzqnUIzwPHBvP13THQDIF1iaoDXV1dCLH0mVIbl1cDWbcEN/f7mUgunU/VEHQ2KxRrF3/Wyg3BcDoHQCGfpFBosGtskkL1FT6XmoaoXRxNtmZcZv5FxnRfPcUlX/Eu+My9HMcRdPYEqVVtBlMp5suved2+ZLuq0bCu/l2bK+GbD2bo6rq8qqDlhse/v3BhpZF85fqW67sazU3amoLI3vJxmi9XrxXeHKzodWNxde9fv0moKQkAAokEItqN2rMBTTbI1HN0vWMT8oJLT6KN0H3fS0+rhaj042+yaY4LPmjfQS2qsiXWzdqb10FUYPRkid7XjNnqcet0C2JRUC34eCEwQ4sXJDQaJ73oYDfAq3TQmoggt68CJ0Q+F2QhXKc81cJuO4PQ0rQ7QQYiPtLCoVdtw1HCOAS5NVhE8cFqxSPaHmbIdsg3O4wrNeohP7N5G8UaYHx6EGGZVMsV8sUSYa2GPbtA4elBJvQGRytFhOtSa7gUnhuAYoVaQae85WbEYgbV8GiNS1RVD2GYaAOTFEsWKAr1bINi0b50nqxl4+zaf+WCNDQKzVEGM2lqVZ2hY/M06kvO1pNH68ynK0vHF4JwANTzHJhUxqS/zSOVX4rYNXSPWrFBPlvDMDzM07fsvz1wAt3yEC54eFgRBye0tHhsMJnjqeHxi+fjebgHTpz9PZM0OHH0XMR4Luvy5GHz7LnQVBfhuDT0C89NNitQG+ecDdO0EVbjolrS87MFwjQolM45mrblUa/a/OuDeRIhcfZC5lI4rkA1LnZiExGZcuO81xXySL2rXpfTXK3YnJw2+a2HHrnouUqlQl0XmKVZDhyqXeLVl2Z9j//sRUhNc2mJSRenlQDpss2++aXV147nUCqqfP3YMcrqK0R41Qa4F58X2XSoGWCJV3aaHcelpntEg6/sVKkNh96+EPWai2qZVPTLi7DP68ZlR6WvFZNjKuXy5TVPmkw6OC/zkZ89buI41685zPmVCb5bJJ+EIi2ff3WVSuV6m7DCFbCi143F8vkmuQKs0x3AfIqCv3sLUksLqWiFkqrCmhR9Sh+RYAQFj5mhPBm3j95Yjfb3x+k+NkPU9GivCSRFw2s1kEM2LbEI9VVVur0eWtNRpA7IB/OU0xGii37ioWbSPpOEiDBYbUNEF5kXfpRCO/s7TIalKC/tKzP5TA1fLo4erLKtvIMTzRbJsMdgo5P50Cj+sIRbacXRE3xixw42bGrBQePtq1u42ZPRdYeCV8MZOYyRKdKVPok0P4v99FfJHn2IF7LTzEQiOAPD5As29WySdwbmudUbJucGEdU6uYrHxj4/VVXgjU2jFdNkRjM4fT0czw6g1S3sSwSYvMMDiNLlL6ryUjmEZmDX6qQdh5qhc2p8gTGtC79/6aP3neH9DGarqIbHCwMWzTH5rLMpHIfSM0dZry2iWRLu4QFq+4eI+ItMj6eoLFjUc0sO/lguS8N2kBMmeAIjZIOy9B4LpQrpSzU3qNahdm7/N7/0HTTtnINQrntsW+snU/aoGwa27SEMl4p6oaMnPB/ZlHrWuU4YZcJmkcbLcnCzuQptzTL58/KaLVvQ2hagWp2hsKBRaZzn/AmoVc5dwKSKHqdmL3RghBAkohJ17bzXpVOwrv/C3JUr5NGHsjxxaJzSJRzVUChEseahqHNMTF9e1BUg4OfsYsByw6Y9EcC0L3aaZ7INTG/JMXWFRLWuk641qFwilQOARh3i8YsWP3qqi+6BJ5Y+zHXNuyDKr+kmDz16AE11mRg9ly4k8nlE/dzFQKPuYmpZLNNmvpAjdZ4T+vTIMO4lFl06rosn+6no18ZpLqoNRrOZVx1jWR627eG5l1d5pKoKEi9LzRoazXPi4PJuEywh4RfL519dKLRSXWc5saLXjcXy+Sa5AhrWuRJWLau7kP2QFRnCnZsJqTM0tbThWS4ONYKrN2B5flpbi4g72vEyRcJ2iObjYyQCaeJxl0DVo//JTgpbaxRbW1jb2EzSs3GkCpPzc+SNBXz5duZlSDQHaBu9i4jQ2WfKjGagKLvsqiwyWjGZrAbZLsX5AUXHq/awtqPCg26SR8InSRmCOTdM1l3Nt+rtZIOC/fj4meYgR4xWmvtkHAG97U2Y9WmUFhu3UqI5P4dq1GjtKtJuJxlIQf7pE+QffIkTpWHmX3yJzPwucoUCCMFi3mXbaj/Vuo3IFuisz2BPTJPr7mWsOEY1l0VXbZxHnwfAS2XxUlmEqiN1tCJME1FcchwqBaieXsd2bMKmOmfjuQIhBM4TuxGZPA+eOMpDAxm6bYNasYwbCGAqfoQQxIMKj337Ef7qS6eYTjm0Jc45zd7hQepbt9OnZxHVKqJap1ZzCEhVCrUKkcUJ1LKHZllkKzoNywHFQxYuVkjGiy59vNPVGhVtyXkR1jmHVRTKSK1NCHcp1/bUkeMEGvOI05E10xbs6PczOu/wJ08/geov4RgO1fMcW8dxiUR8SJrOmW7N/U6GtXLlbC7uGUwb6kaaudy5jiy25UGHTjY3TTmTRj3P0Z6e0KjuOo43tBQlVw3voih3Qxc8ceBJKtncuZ2aBi0trxppztfrjL3M6RJC4LhLNre0KSwWqoR9sUu+vljz6Iw4zCUvvYjxUkiSxJkbGIWGSTTmp2pcfHWWqTWwxZJenueS18qsinczN5u+9GLSRgOpq3sp4nwawxJ4pkAOyEje0nscHLXZe2op6tzQPT79ra+g6SaG7tKoO+eOvTgPmfTZY9WqNo8/vovk3BSLhQyz+ezZ5w7PzzKRP+/cn6Zq6AQjUXLa5VdLuRIytRqH52aBpQXBl1r0WcxbzKnz1F4preVl2K7A/7Lqfwtpm+mxyuu09noj4eOVyxqusMIKK1wuV+Q0S5L03OmKFufve9O1sZPOW/jT0hZjff8m1tzcza2feDs9q2/H/VHB5FqN2gtJfD0NHGWE9PYN2MESZtZHIB6nt1kiMLmP4LYgTXqVnqSf/CqDWNHC7fATSSUIFUOonQ5Oq4uoB1gMtlGItnE0VaXVCKHaNdRKknglwS7zFJG+Xrba23jkZBs+1aSjZw5LCXDXC9t44Ln345tr45AeYLavk2OJCCNWlcFSmKIZZtG0mPVbqLj0dSsonTrPpeZB1vB7FQ7dYhN0TYKSIFnVGM/WyRfL3NObp5yfItvVgVGaAgED8zrWkf3Ej7yIgwxag67yMLmgju1pOEYD/dAQIp/Hq+Q5dWgBb3AcDA0pHkUUq6j//iSaIbD3PcP8UJVc1eaZwyoHHjrCV/7xq6CbyO2tiGqNxfkUdjlDl5Rl3mfQJM+Qbri8+OAxVpfnMRKtPDHyLLmsRmtcPus4ClXDCUcoDx8idLr1X9WQuKl4jJcqe6k7ClbdIF+vsSNn0VhIIeMiC51GEaqahRCCcq6I4gfbtjEffBRvdhEhBN7MAlL/ag4erzE2lGLTjp00zR6EaoXssTwTIyqxsIyqu6zN15lODxM0DLLlc06IrllEPIc15QwNY8n5nvaqBNFIZy68je/io1wpUKydS+WwTI+0WYNwlPT8+FmnuFircHJqEMPnQ8wvOYu6yUVOc7khmM/PMn3k4Nl9joC941zkNKerVRqnFwcuVsqcTC5e8PxCucwjgwNUKzbxJj+WZxGUghfdnjcMg0rdpT3mQzMuvnU/OGNflHYxW06TrZ2L3hbqBiIoUTEvUWLQ0okooaUcfdemaqgE3QS55CmMS62rM3To6ITzcl9zFQ/XlHB8KvLphaW2K87mLj91xGQyuUCuWlxK89EczDPH1nU475Zrar7AGFuYLgts26ZxXofBRCjEwMvOI0DhdInFvHbpVA7bdRlMJS/53Mt5/qnCRfsM22audPqC5dB+GDx50ZjpeYOSGyCXuTLH/czFg+sKdN2kXFveHRUln2CpounywLjOKT0rXBkret1YXGmkuR/4XUmSfv+8fd91kehrhXPetHr6FO64ewf/6We+h3alyNhTSY7LLhllgNxYGf8Jldmh58glZxDPf4u0nKCrux0jOYry/AT3hzz0oI+EFcdf90ivqzJ3U5XuGR/BhSj1bQbVDQaatshEOsWBdDuduoW/6Gckv8i6+3ooCR2/57DG2k57solM2OX5uECv6Hx7TqKcDNFQK+iim8n1i+jhBPf5mmmS1hGwOpnxmjhamuLpfJC5+W4qusWCazNutILfwN/lICkK9aCMhI9WY4ro5sNsDB9kZ8BmJuQhtXcTnJxFbo/jTM1xcs8o6kIG/cAxsjoEmjXq2SlaTYliYR51cBqRnmBi7wt87cQuvLFx5EQQbA1vMcViI8CLewsE8i/QogzxzJe+RtiZJ62Ooqk2s98ZY7Z5DcXRFMRbafdUfK6FK3zcLKV4Mb+XQ8UyW9++nrZ4Cy2ijF7OENhzgL97epSF4tI/es+FR3UP27EhoFDXBW1hkzsNP41gEzFbQxsb5Z2GSgoImqD4GpAP4tigWibmQg7ZdfnGHz3GU4sK6pEpRDqPlIiTinYzMFhm8IUR7HVvI2zWyC7MMf/sAiOHS5iGS291Fi3cgZfMYzy8G2NmKQophEAr1lisyUx4UbRkiaqmsYAfrWc9+/cM4O47di5y7cC87idw5BTu8SG8UgXdcCk1GkTkAK6rkj9dXm18cY7i7AT5UgFpdRdibBrV8LCdlzvNHjHXJlk7F+00TDg8JVDVCx3SQ3MzPD06AkDdNElVKxc8P55JsnvoBPmsieFTkBslzNEazre+gSjkEadTG5qbmymVDFrbErjuhV6sEIKnjpjUVI8DI9bZMnE5tcR4LotzOmm2qhskFzNU9DrOs3sviCCrlkYiGEU3XAJ+CdU2oO7H8Sokh5fucOTOS59AAPEETrnG554bY99olWeOGmDJTGqDyNbLKosIQbHmEZADLBRTmIaH4pfOpYrIMrjnLozGpou0JwyKqothWZimjjjtDMeCIVTr4pzpnKaRyh2g8DKneTa7pMnfPTPMVw6MXvS6S7FnV4lS8cL30G0b/UxlDr9/qdTKy3jhaJm+uEa1dPlpOopfOpvXbDngaBUmUtcmWv5GEfYE8jLKaW5ubr7eJqxwBazodWNxpd8kFZbKzXVJkvSIJElNV9+kq4B8Lodv58Ygd2wKkujuxleYJByFjnA371/zfgJtiwQ6bYxEhHE1TSoGh39+Het3rqYh65TjbRgtN7M2sB6vmKU75+AFHFpCESbeN4lvTQj8oEmdaPY8C9oCZdlgTc5i9FQMwzOZuVvgKjZaTMfK+4iuSRApV6mWyxzKRJjPlplTF6kKg4mdOnlD4vHSXprsLnxji0SisJnNrJf7MUxwOnVSNZuTA/AzzSn0FpP6+jrxlEm6xUfIkvgki/RGJbb2NIjZbchxl8BWPy1tNtrgKC12gW/TzHwlQlas44TZxKxcRC+n+F1qWI1J9HyVEdHCkcFJPt42AOtXk5sxUV/Yw/EHv4qzppn8WApfNk17ahehhTm8yhRWtUhbIcvRB49zJBdnbMakTZHYmSgSa6rh0sxRQgi1RtZfxDVUvqdJ5X7ZxksfYXQ0yV3VZxhZWHJMX5w8jt0awTY0pJYmgpU8T3udtNghTOERCIWxBk+hB1tQhUlb0CMaMKmkoNHwmD06jlOqo8+kWZyzGc/HGHuxglhIIW/fQJEo79KO4SXzhAI+agR56KlvIxDEcJgc19CqaWqFCEGfIF/LIhqn8213H8B68Sh1TaXgD6GOzFPMZSlJfjJIGKqHl87hHR/m7x97gpBrsqNFQatXkHwe4vP/hF6okC9qdNYieEKneHqRYK5UIy48bNmHVErjHdhHKmORSy1F/YTjII4fpdLw6AmAjkCcXgynGw5b1rjMJi0GjtUQQlAYNakaBvnGUjR2Lp9l/nSagTs6hRCCVLlItlhgJuNydF6AcOk0dSr+MINPPc4X/+Ip8iWdydkU+WKZWFMIxIXNVVRjKcfabBjU5nMMzCw5dpZr89LgSUZODANg2CbaSxmas1msyTlE6pzTXzM1umNt5KsNggEfqmNilV0CUXjmHyYB+Otdz12YqhGPo5dq7J2e5tB0ljs3+DF0h4pXwOdc6DSbNtQ0QdgfwfRMHMsjFpExbYF3xlk+L095NlVnXX8TluPgOC6BegOGXr2hQVbTqNenmc5e6HAeGbdxPbEUJfb85F8jdcI0Pdb0h0ktXBjNMhybsPLKnTOFEBTzJW69pYfJyQXExNgrjj2DrmoMHjx6Ns3IcgQ+z6D2Cs2FlgsBBxTf8ok0Z7PZ1x60wpuGFb1uLK7UaZaEEI4Q4peAh4A9QOdrvOYNp9zuP7udCMvEwzLNq3sp73ue7d9/J5uVKG3RAP/lf/0coY02Xd0tDEYnmVwTwvbV8VqWJraY8BNMTdHbs4pAe5x4rUbCDNCu2LS1KQQ2KTj+EutbgjS1dpK52yEkqbQ3wgyHJDo3r6b98Va8sopUjbNY1LHfqyJXNe7ZtZH6rI5bcDHrgkPZF5iL6bxvYiMffG4tp7wRxtfcznqnFbFjCtdUyHsms6rEYwMV5muCRzoNsn0Kk1sMTqZn0KIyCS/BhphBogrFiESsKcg9wQDxhsFQVyfpORe5K0t7X5X5+AThpgl29BTxqQIjm0Wt++itayS7TUbrMTYHioRkh+x8jcVjdRrFFF/2VDpqX+DO2ueZUTZjWQ2SwRZido7OtjpF1cVOVhiZqTBj+Og1K6yTVTTNj9+J05dfzW3JLP9h5+0ULYto1GKHbRL0RumxbTbW5xkbHsetVtl36hBOMEHdcZGaE8TsKiN2CMv1I2GAJFNL5Yi3dRF2q9imjB+LRrGBqdmYu/bRiYaoJOkPFElWguyut+AVy+AKpjMejcE8Wt3hbm+OLFGCJjwxeZQW2aSUUWk4dWYG8sy5DiN+mdURgwPDJqQWIDtHVQkwp3vosSbqh4+hkSBbmKc7n8N3z63U0mkOHj5Bh1Cx3CYUt4CUTUI0TPippwmaMaq2j/VulUbNpNBoMHN8gs6ohCE8HL/CYqOOpnpojdNOlqZCpUK95qDUDRqOQvKpSURDozo6xqnsEXIFh2rVZnJMZeawvuTw+ZZyyWdyaUqVpdv73pEBvOOnKCZTrJtKMT1T4Y42m0BIYp2/weGRCSqBMF2Lx/nOnlH2Z3XGZqepNDL0lnMs7h1H1GpoeR3dFAQzBcqP7Gfd4hGYHMfzBLql8+iePejq0gVHvaFyq1pgo97A7G5F7HkROJ1X7bm0RZpZLFQI100Mx0Gt1FF8q0jPaXiOR7Zev6D0m6QoWLqNqzsU1QI9TVA1GkhNAeSXVRzRZ9JLqUWGxXoP8DyCEZeJ45OMvnAE4fcj2jsQpzv6RbQim1vjBA0DhJ+goUOjgWsYhDWdhbzD6METZ48vhGChVCDGNjomFxDFpfSKXDrHrqljGOZSukBHs49s6dUd0tFvTCKF/Ogvc1x1ywYROLcI0edDnFcT2nbBUitsv2Utti0QB/efjY6/ErlUnqmR1NnFmpYtAOtc2sprMJVyLiqzeL0RQlB/to7fvb6l866ENWvWvPagFd40rOh1Y3GlTvNnzmyc7gD4k8DTV9Ogq4J3cY5RMBqhecN6YqtX88Cqddx26wbWbVpH1a3z3v/4CcrNZf7HB36FWOVRoj6Nw81RNt72fqTULP4OP1IYOmyLvmwHTqvOB47dghWtskn189HpDWxRttOW6SWqOTTCgF+m5G8lXEvQKJmsLnag3ZZF76hTj+U5So6yqCMthOmR13JfeD0dWZkj+RBtXa2kq4u8FDgBuQBf++J+kqsdwg0fJX8Hn3hHP5OKy6nFrURPSHSe8LE62s83tc10tqV4vMUls04h54Q4apRQ9E7anvexUxlmfn0ZK5ahb22JVWGLRSNDGwVWobKhoZARMi2hVQjm6OwYp99XZ2ahjel0gbiURxcVPtDtUjZlmqiQT0sUXIsNHQXiep7ucBW/cPF1NJgoHCMTX6DNmiPhKOQqPWxLlFHbPLbOWKzf/Qg3TT/F9tETbJPibOiY56aIxs6eKvkTEywML/LOcg3qEJTLqCEd4VbRTAnbi3Bf8BQKGoW8Tca9i16vSLNeIoRKI5XFrOmMpzxiwqNqB2kPNqibCrok4S0mOfLVB/EmxnCKOv1z40gv7EOZMaDSQjpf5+3iAC2D+5nOFbFMP+FAlKxksVquM3FAZ6Kcw/AA20VRVYxVa9BHp+h0YrSv6sYIeNDZhjNynDtyi9SsChNmlIdEC15DI99+G4tOE7pnkApJtJgNrLED/Na3vo46nCbnLuCiUWtoHM+WyCxOoaouJ6dsTo6PoS6UGPjGUVrzFYpVldLxNM7TL1GqaeRfehYzZxOem2B+pkS9ZKFUNFr9fqq6Tr5WpSVfwXYcRDGLOHoYY36eW/0GCxOLSHumcFOnaKrP8VRI5s5Nt5EOJ5DnZtk3NkY6r1I/tIhzYoLFY9OoR0YZ+MwpzMUU1f3TWCeGmep/J5F6ntpkmnKjyJqiQ6KyFJVR6xq9jk5AElgBGRbmcCsNxENfo7Nssaqpk9mJCaJ2DsOB251ZumyPkmthVE22dnVxKp1ayns+7TiaDZ33VRa5IzuCc3gQ07NQgiGEdm6RnwDUF44hSy4b8i69FQNf3eDwxAEWkiUO7MmCbUE0CiPDCNPgFi9FU7pBS6WOkqsR1QwQHvXpSdYdG2FiukT1n76GmsoiMmkYGiRbq/B9vjATfuVsvvF3/vVh5qsFiqcrksRCErmqh+MKhH5eg6JS5ex26kCWuZRNPaMhLAvheYjDBynma5yc8KOaJsJxIR6HxoULIX04ZHJFsoUSUk8vjLxyFQwhBJWyRjHnnE0BshwQjoFzuvLE00dePc3jhQHrgoWsuik4NPrabeBfjTvuuIM77rjju369JwRzCzOIyvUrm3eljI9fXB5zhTcvK3rdWFyW0yxJ0qclSfoUcJMkSZ868wB+Crg2vXpfBxV73yX33/yLv4gsSTgCNrYvpXC0RFv4+I77WdPZx72r76DfJ9gUCPOZD34Ot7WF5slFpNYsHa0aCddHf76L7FqDnqZmAq7GO+69F5GbY3Opj7ZyM0rHJGo4ys5elVuPbaQn0I3hrxMtSbCuyIQzRYcZxfAbGDEPn2rx4rYZhoJBtLk0mcYgD80fgJYoxZpJOWuizLfS89wGlPkoE/UFdid7OOQ2cVNiJ8/IVTpCNuukFiy/oOL202V0csqLkaqDF3Zxu8t0+As4lTZWhWwMKcjd/iL9EZd4m82O1QFaA0ViAZ3JQDfpaBjLMkiIDJ4IYuXaKLtFtM4TjEQq7AzbPJwMM2fF6OvPMZ+pss23SJNpEpINwpJLR6/B7fIQawNDrKeAHFbIru7k1jUpejprtDfVqJQbBEpBCvo2fC0NlAoUfKNo5mbaDIPDXoRu3WJNJM9dyjj5f/9X5jHIxodxfTEW5XZW3/oMJSNIcTHHSdFDPqvgSjY+o4ZsmswbEdxAgmYpTrfPZmtpivWBEtrBYzw6eZJ6fgrPlZl3YvyRvo1RU1CenKbYrCFKeRTXoGSZPBBbYFPYz3wiyuiBF0jNHuKQWketWsQw6Vdc1JJGTTfxTI9Gdo4N6gzlz/wryXCEOxyPJhs810ddNTByKrlyDLVUZlGexZI9niwlaF08xY5wjK1mmVVeg/vFBCP7qkzqLt+ef5784hMMTxXZP3CczGSOsDfObHAtPs8iMDWMKJbIolA1VVp8DoHZCXLfOUpN1+mcmGLDi0eY+39fJl6ssEn3SI1MsrA/DwLClSoRxU+5cgQNizsbaTokD8+1mX14Cu32dQSLOWKBGC2zDgVWEWm1qGtZqoMpot0hgscOcKd9Ej0co7B7HKNiMf253bTMT9KJR1cxw8hXh3GqJbKBJhxZwdAa4DrkPvMtsoEE9856VKoe0kISXZJQHJeiF8QwJIj5WVgos6Gjk0KjAakkFHJ4M7M06hojq7bjC/hwcmWqrk412sAxlhbdWckSnuVQGMrizOTpS3rkvTDq+DyGqbEwOoeRK1KuGaCpiFgMUakQFQZPnijjV2zW5S2UugORKHomQ8HXhj1dQl99E8lHdyHmZpk6NEVyLE13S4QpCSwlQXr/OCePzJBqNMjVliK+yclpDp4ssX/Ygt3Pnf2ecr7z3OmLAQGxIPlZlfJAHibGYGYKSkVyuyfZ2BmlruowMYbI55YWRJ6mVLEJKhJHjo8QVkLQ3gGmifA8nnrk4mofrgfVgkpTU+BspLlSNfHJLo6QODVncHL6XMh5JrPkhJ6JbgshyFcurO6SLrpMLyw52tol8r4BhOsiXuE5gHg8Tjwef8XnXwvHdTFsF6u4fBZr3XLLLdfbhBWugBW9biwuN9J8BDh6+vH9522febypaKQv7TQn1q5la4dCa/jctH/gzh8k4A/w4U0fJugL0t63k3i4k+2t22lu7kDP5umQFqm2V8igoPjK3Lvjgzgd3fTEeok1+Yl392PG87SjkFkTohHIslYyuHO9RbszgCMbiEgANxQkSYqYiCEZFr62VpSAHydoEo8JsiMmqrTIcGyedKHCQlrl0cURtko3sy0bRYT9JKspxjSDNV4H1YLMXftuYsDtxFi8k0TVpHTSxtjfTttzbXiux5gaIS9JTOChH9tApFyk3xH48BONmNQNwdPPymQntxN3Hey2BLP+OM1RmQflKtWYzOpmP35fCdHqUmsNES47uOYGZsw4QcXC1xSjxScIYJDLWWzrb7B2q8otQY21IoBP9si19vHOVVmqxTb6m13obWV8XQi3ESUc7aIRDNLn7SBZ60Sz2tiZiDEpjdNWk5F6VyN36ASSWYyWDDe165gRmS29CzStn6F3vcYRNHYOy3RVG9Rw6Q17RF2NStdqQqE+fmLjERoBi+9pOczdoYOMywlitSqWlYOaTaq7lWhYJ3hTg4LkcKti8HzE4uHaBOH3zJO2O4hqDj1xwRhtrOIYHeu2kdXyiJBB1Yb0kydo5DRiqkt0scijWg9W8mkmugLsrTTj+mUk2yRi1dCVI5SUBruNNraJHAiHZqsD2zNoGTjMgKQwbWwn4mnMpCxcQ+I+y4+uzXByaDctqSoHKOORw4sG6FM8EtYi1tgsk6rNfFzgKYKyEcKdGmI+NYRUrKE0OxwPLbJlsUi86jD05V1odhQ7X2NdzSS1ZR1r7RpTI8eJ2DJ/J9oIViyo54lmRzBNGzeZpcWwEbbEsdZecloJbIt1Y19lsRSmnPJzVHSjWjL6Qpmc5mNrqUSlpBIu6iQf+hofmD9GqrmNYFRGdx2kVavRxzO88NwhWmoOgy8cxiypZK0AH5aL7BFRwqZNQipRO3mC24eHMA4fxl1cwMuXqf+/f+Zo00ZWr2kiLDkMDxzHEDZWyMPRPY4vzlPaPcH846M0gk00ZmewGh7FkqA8sA/brpMbnwFb8JV/qTE+UoNyCfI5VC1ARViMOC10CJkuXwkBFMcnUDPQmsmTSleop3NMLBR5/NAE6kABf1ghVqgyc9zi5FcPMLRQw3ANFqbSoJusm5rm7pGvY2kWIpVECMHAiMYLc0Go1FEzGlJPlLzPwa0YuEcHIJnE699MuFLi4NxeyuUqxGKg6XDeKv7qrr30t4LPi7JDnYRIBJqaQG1w8lgN9WVlSGwX1jbm2BxzqNWXHN1sRiUWkXGR+b3vPMz2tTLe6fSLxw4uNf0Rzz+DVbco1QWrO32ojXMO8PFBlZmpJZu+tvt5zEs5x5k0TE1eupTg6+Dw/hLf/LcT2J5Lo+GiLSOn+fU2c1nhjWVFrxuLy3KahRBfOvMAyuf/fnrfmwpZfuVpBf0yG9rOLRR8783vA+Dnt/4CAFv77mN961JBkO7mHkzTpbm1h45onFB6HKtPJRidY7G/nZsPV5AjCrM9aWodGtvW9rKlaxUzgVkKVEnfFKGePIW00aFpawArYBKqdnLoAwOEKwJRCdKxqRlTdhjdMYSdljF1sKUw86eyBPIWbakgG6Rm1GIRIQXxPIfp9Une3XYHwzNZqt5aTlWb+ffWQ4xPL5LLm9RyFtVYkLLWzNcm5plWy/xDfJaklkTWTDZreXQvTNJSmJ6Lc9IrkUm2oGZkIom9NKkPI8eb6Y6FGFHbeTA4xbp4hemdcba3+sk3tfIDW1xaY0Eme/xU1zSTj2xhbW8OR6rRF2tgBjRubfLRFerGDq3BaXMxAmB7AZ6r9CI1g9pVY3WiBy+VIq3bNDSdf5tIUd6YINEhWC+tJSBH2JbIkVGiGEoPSsziNqWfdOccTZE6z3lF1D4VfzyHz+/hd3Qqpkp7TEGxTVqVBD7JTyq3jcPRdg6sDaDHysitWZRECJ9tojW1k1/nccfWebZ3e7zvlhhbggqpUISgZdFa1lkfPEq+2c+WexwSlU6yEYtydo7gummSPg9N9qjNpSjbPoTiEWrp4F23zlEXMvVjJ6mvvZm85EcvH+WHvyfKFNsoTszxgp1lu1Bpx2SwI8Yz3iJ3qFMcEQ4p2WKv3UTW1kg01vEfHD87LR8t81PcnMqxZd1mdKdMLGrSGQsjR6MMzjRQaxqWHqA63WC82IIeXSAztgfXcClu6WLUH+HgYpWWqkvRtTCVdvR4DxXVh9Op0dwpMINRXM9Ps2imZzxMsz6A3dlLw3T5QLXAltgEYzGFuhkjXKmgVDNYFZeRgxoxHGqmR30hz0I6jexN0GFZRCLrkXAI6eMU3SCdIwJFkqkcnsINhEhbq8gQxtEsMkdnmEvVqftiPO72UXF1SlqekK9AcS5FINGEMjCMdeQIL87M8ldllcE94/CNfcR1m1J1FttzISRjGjbBUpV7xFGSJwbIunF847MYto+K5uNdazr4RX2SaiBIzDSZ98WYnmvgHBpGzMwy7+/DM0qUDJURqYX2jjQWgtLwBFLO5G0Bm1ERpama40TORnNqvMcsku1KEPJcShJU0yk2tEfx6TaTRyeIVOrE5lV8uRlChRS0teM+v5d9j5/khOXDPXkSd36BNbl9rGtMIGpVvGwekU4yk7JxVA0hJUkmU6AEQFHAMBg8MojjOFSSRdy6RjFdpdXvQDQG8QRWoUKuoPPV584tDNw7PYntCJqNAq1Bk0p5ycHM5VSUoIcqHOKKwzdGnkIzBbmCzYlBDdsFL1tg7LMHyZcdWkIeTU8/dLZazOS4ipNeqnLSNTOFdvTwxV/IjTpoKp/b99Ilv6/HxsYYGztn60uDl1cJ5JF9ZQ6eWMSyHUzDpZpfPmXzXk86ygpvPCt63Vh8N3V43lwrPS5B/bx6rZdLV3ipf/wnNnyCsBwGoKe5h+41t7Cj/3vx7t5AVE9ReLtEqKpgbF2kc3MTIuSnYezC7ItjemU2lmN0JJvZl0iSjbjMvNthjSxTuN+P6i/R4bXixcLIrVHqjsumkS0koj6keoCY5RDWfdRlj/BshA6jCXx+Bjuy+CI2CS0IUpjOeiurPD91pcFL/QV8SZ1UuYC0X+Pf9Qn2F5NMyG0cjUJuY5kjRYvA8M0sBtKMzsk8rMb5+6NR9h9sYuaYS7VHYeDHJabUtXwhk6cuCuSrd5GuB1BVg3yyyOGeBuH8OkTVz5Rj0+LYWJEKx7r8WAOgh/3MWxbpRpjiLoVWw8QXDFPpTeMGYMxM8bhaRwkusMEZJe1zKKtJ3IhFKhXlUG+Db7ZPoXg2jcoiLV1lbls1TN/biyhKiJyZoIyF0WzRtkrGbc5RjWs0zChzET9bIyXia1M8PVtlMWMSC8aQXAtJ8kCKUa2vxjvWRfl+aArJlNsdpHu6CXshntp4irwC0dVJHpu+BbvSy619DT6q9HOsxaNtsUhnWwa3WeajosD4O3IoXRa9iSSHSr2EXI0eKUZibpGCDbM7XFZ12iR1ixPB1YQ663iOn6F6mKi/wPFyJ4dTLravwrx/P57TwC8gHRDMKAEMcwsTHkTvzjDa3kRashj372BGj5LvtvCHDMoNG3d/juk1dbriaYTsIyUnCES7qblR7hsNI0LzFOMjROIquUYds2rT+NcSLfMRCo1uZDNIJGJiBqIcT0VotFZIjeaR+wKUlDpS82bub3oHN3tdZFSH+UPzHC5oZCcr1JQU7Zi4DT9f01YxVEsyF7mXRa+VsVCOha0N9gRm2GVU+RuxiqdrKhPRmzGjNcY3R3mp1o7n8wgpDn6zwku7D+CG2mk6FqHqWgQ8i0JVp6bW6QxYtKbGmbdV+gJpFgoaER9sSrgUZpJUKiYprYVaso48NI19eJCOuIeDgxxQ0E2H9uf3sag6bF0/wf5Clvs7YtiROHpHG2uidQ5qQSJBP4ppkpY9vvH0MSZGfHiDQ+QDLYyXT9FwFwjebWGGZCrxdkYdcAyP1X6HpA8mbItD81XinkOt1WJO7sGXkJkdGaAk5VjrVgi5cCJZoXN6ltFSC5+24kSffYZsog/jkRdZlXqRbnOA+uFTiNlpnrZ2sJU8ajJJJV+mdGqaXV8cZ5+u8DOaQzK7ALKPg3WNib1D7Pvnx6imcxRVD1NWiJg1FmtxNM1HdkxHPXKKTZ0l5HwBcXpx3FeOHsGyBDOLacr1RcqVJafZmE5huDr95HlHJc36tnaqqkdq3ykk00LXXSw5jLuYZnrWJDOYQwvEEbPTHBg20RcqqAt5AKqOg1a7RDfReh1LUy9qtHOGdDpNOn2u0czIwuXlJlt6g7oXwrRMFH+IetnAu0TnxjcjK5HL5cWKXjcWy6d45RVwtdpa9rX2ccfHfpbWvnWUXYOO936YW9+2HblkELJr+D68CUmboq0tjyJpCGeKgqdC1UCNhRk3DvJAcxutawX4fdTlKqF5H70iwW2zYbzpVZxq9bNtTQebn9tEZXWFVkNG9gmEE6TZJ1AjDRJmC8/90AHm4jVk9yZCEz5mlDmUHQq7p+bwawpqKkZnuY8RN4Wp+Zl2G4zXVHpibexbUDBXJTm4Ns/fpTIMjaVpHNqPmjEobFQptvqphkwmfQJLk2mLNnF4dA+NQwrlTIP6XJD9ikllTGamFiDfbVIsScyafvKLOgtZi4wUIKys48jIerJOgLzTSyElc6zf5tFMjWhKZUgLcXQ2QEhNsdHvY89iDq2hMLc6T6Zc52hSZ52zhsnJEv6QQdRX54i9lZTpgPBRLt2EbnvEdJAUl7xcps/XS6TZJF+PUmqtcCxZp543CTgKOILO+XGqkwZSTkKNCpRamJdyPqqxZrpaPGKFRT6+agfVoEEpnKTsBNG3jdLRWWbN6llCmsFD2RrHOiN0++Z4bCbBLRGZHfEGTsLPfjWAMGFNyWH7RpX1zRFuuqlEW7DG5HSRckNidVyhSymiRJKEuzLM55uoJ0I4TLK6voZy1E+3BjE5T5PbwcHSThxfnGCgm9XCIeCr43o+inIZJS8RsAN8flUMNxPH0ZqoJYbxZJlvzy0y4psj0phnh5khIzlISo68Clu2p5ElHU0Bx/Wxs1mj2qljFTSm4hliIyPU50vYqozf30Io5tETWE1mfZUTOyOcCrVR27PAnDCo5D283jDbuhN0dDfjt8I87PkoyDqGpLOrfx43ZmKHgpQ6Gnjry+yK1ti6JU3rmhxD3X7iCy7hjXVia2v0tzZ4LqoS9TKEGxIzrsLmkId5t0mpNILPqJEra/gTmxmQFwhoJslHBgmEBFILLKRkurUQ75t4jgQN8m8PUW+TcYSLXwmiWw5dts4LIsBOyceWDTMUKx4PB/KEj7kUbY9a9B62oqLmG2zvH2ANCUpenHQpQ0b4KckKrlSje22D+Y5Wpv9tN7oic2KNS8DVuCMwgz/Qhp4rsSZikPIi9I4HuX1shj3mIhIWW2IyCUsjVanRlS8R9muEKk2c0AOMPaki6TUmdY/x3vWMjlSws1WeW0wyqUZIeDNU6pAteFR9Yyx6DocTAaz94zSmFjmQUjl2/AgbgpPUxkaZMyM4Rpmw22Ch0kdhpMDM10cJHHuR7QtPsXZsGDJpPNfFe2me8pEBxsoOj81YFM80Q8nkMUsGPleQtnUkzc9CpkTipe8gtDSNoooqNdPcIdBHprgtuZt8az+NdJlHnqpQzebQzDrCspACgaVFiy9Pw3AcVNumqL52LWjP80gVL8/xNdQGwhM0NI3msMDRHFz34tde7bSQq8FK5HJ5saLXjcXlLgSsS5JUkySpDuw4vV07s/8a23jFmK/SPvhK8Pv8bLrvffiCQWbGZ9jy4z/Pvet3gleDbI55Z4FRfZ5Ik8st3fv55PYJfPf2IeOw7b53o7WWCcbCtIgAdW2C7kaY4ESYW4/HkOlnMWHSFm2mr9elK5jA57r4c2EkHUSwEz3pUVtd4cT6STYnb6O4CnYWFBy1g2ykwMnWISzNYOJEiELGRVeb8N3cxMKqKtUjdXxamduP3Iyd8lHXkkjVCOP+Ckf9E5CBgc0lZtpV1oomDh2bYLRg0lluIhDvJ7kwSU31M1fMs7EnTnk+yvhgirmnunl2rMSAz0afW0NpKMJi1KG2z6EtEEQtbOSoEUG/WSWle+wZqfGgOs/hfTmCxxIslsrsy7ksaC3kj5tI0TlmW8cZnbWJTTehWE0U6oJiu8SfPFvh8NpBopUq66c9ql0udjlA14hNU12hVtNoWUxgWwoNv8zipE1bk81aM834MZlAzUFuH6OWn2a3dAjaBOnDEaqeTbpus/qAx2NzRQpSN/PlYeYGHcrxNAvhLcxbbSi+Bj+82uWAF+ag6rEuYnBkIEp7MoAR8OE/rPBT5iYSsp9ht4CzKkzIayFwzOWUsGk4QUr1NAk9QE+iSIwJOst+1hcC1MIV/JbKZkNhZl0By6dzd6XG+zMOxRmbvr4ebqmUWLPoo8WSMIdPcvOtaY7nWugsGYgtEZRmHV8jwu7kOnqGqpT0OiODEk1lk+MtFlYAthWClEJRJnwqzwdSKNEkG9oLbDRjfMc3S+5QFausMq1p7EsWOHi0TMuzXbSUVpGWfEy17eLee4/QlvKxzruZrBpj8iP9dPgi9MZqtMdC/FKPYFraTGtwhmz7KcaaDH7DN8S6tQ3etjrOJtHg98ffxkcLNTodmR2NEP6EzAF1jFNhH7WwRW+wjamFGinKnNIUWld1YN0TRqmnaFcVelyF1nCA57wG+dYI/xqZoX1zgH/OyjScIH7ClAJxYt8DVTVKT7gF13PxhwMYts10vYVQRCWe62JLrIIVarCgJQhaPvaZXYhGirrhY9aD9U0mO5qbMKp18kBSzyD8CRTDo3Wik9CeNYwuKGR8ASoiQSkQYUd5iLzTQXuzR3uLR4seo3uqyFStRLuvyB2ygRUqE1c0yrE6a/W1GGskQi0me3wxvjW6G9V0SRked5tBPuPGyCQtlHSJDSINVMgZt2DN5/jB5Auss6vcPVdGZDVOvniCoUeSdJkKfVGPwu79nCo6rOnJEI758QtBbv8MlXySbN6klqtz+GQF7cknOfH3X+WDx3wUX3gJveEnqhs8/fRTTJ+YJjXusTZncahok6iCmKsyPzyC7LnE63n0bBFV9dO0Lk4sPUVHLEfSiTI3XcY/Ow6ODX4JazaN19JKyedD1GqMzF+YT61aFi2RyNnyea7rUq9eeLdQqCr23r3kMiVc97UdXcex8fkV8pUSUb+DzxO4Lys7N5NxODl9batqDA3Uz+aBXy4nT17c3XGFNy8ret1YXG6k+QNAsxAiLoTwCyESpx9xIUTiahkjSdI/S5KUkyTp1Hn7WiVJekaSpInTP1te6zjBYPBqmXQWn+yjNdpKV1MXn9jxcT5x5w/ha+kjW0uyLdaPCFgU2m/GblkLcZtQOEGL5ENYEgFTolMr0VrvIFz3cBPdrPUptNqCfKyLwjcVeu5bQ3u5GTMoseXUzSR86xGdLubWGlazTZfmx4kJEsUQkWqEmXie3mITCSFjOUn0WgMpFiSmxPCFmsnYGfwFC1+9j/cl1yLlBYvSOC3lXhIjEYJSnAhxjIZHX6iD4EmZ0U0jJIoRakOd+EtrsOjB7RRkMq24E20MqXPsDZY5nlJ5ZmGSyf5BPM0j2WKhaeBqJneqOnvrGxiebuNBfZLx53USz7fjmRHqk3F8GQV/vpUnk8PcFu3h8wNpHlchkw3gWX4qCT+L8w4jgzdR1x3e2chRb/dRaoTob3UoDLUw36yztiExV/L4TnQaOZtgY9M8R9UMa0wdI2tQaC0xNefnVDnP/upLlEtZtvZm6TEd2jWF8pDGwEmPSkJwZHaI2KgPa8Ch0ZKnLX0TxlQ3M0d7OHVY5x1tAQJhizlPpyloo1Y0KuUNmANdBJvyLHSehKDOFxoKI4Uqja5pKnaVYNjPhp4oXyokecS3SMjWsatxVqVmyT8zQmpVCy2VGD8WaGefuZuFbJ3dmRRawyCej/C9Tpn5bIn6aJJw/wLTOYW+ZpPYwnp+vuZgmi6uZNEzphBtMZjrqjAf8qGOr0bMb+cOzcV/Tztq0KBuBwi0m0yqBtVGmnW9JfrW+PhKcJqWiTxudBXxWDem2ct0PU3Fl+ebvYdpVEaJHg8y0WLjBAVrc1lW5wTCDhDw6mweS+OlWlgTDfOnw1V+vDfJ3fEQT+waQcy9gJeM0DIQo6cssbq3CWvdOpyqn67uAqemUsjHBNXwaupFqNoV1jRBqGOaplsKUHToC9TZULFYo8n8UD3FrYbEAZHB7g6QzbdhWoLV35ugv92huaeT4HqZ3pLDotSEAEJRBc12CKxr52NbXEQsSasTpGOdyx3pAHVFULBCDGdOMuL66b1NxnHiNCfC1LwSI009tCeOcbvVRHdKRTnukT5uE8kqvDO+ljt9L7FHL1HobyEWWqBZtnjJCtHjb6OnnmFzj8L6YI6jAQvJs3hPZpq/UcCJdxLr2I4RjFBvybGnOsqpQBRBg/ITVVINnT87eJy3Oya5tga5uSY6bk7hVGQWKr28J9Cgvxgh1CSjdt1DvzxDu28VB2ISxUqKgJskGwkgdUN3NMqxqSxOc4Rcrpf93maq3iomDgb51mGVUr9LYaaAAJp0nZphMP2FLxDylZigQKGep3fG4Y5T+9j78H6GG2HWzi1QfPEQWjKLHFPQdJvB/CIHR2Y4OTwFlSQh18ZTwEjlCLS1k1UUKnN5Tr6wcPZ7VdRqNDJptnR2kTudVpddzPCZP/kHhBDIZ1q412s4iyncaoqafvlOaK6SRwEUBLa95DQ/PjTI3lMWB0ZsirVrm7IxNa5iGFf2HjfddNM1smaFa8GKXjcWl+s0/zhwRJKkByVJ+ilJkrqvkT1fBD74sn3/FXhOCLEJeO7076+K9SoljL5bOuIdtMZakSSJ/s5+tvRsIhEM095zM9s6ViP33k6+aOLmLBr9cWQlxo/qrfQGQ+x8+wf4IzmBe3OUZLON0tLEutsW2LqmTmfHIHd0niIsGliWRb3Lo621h5huokSCtJW76O2WqDdyrBteQ+X2Mlq4ijbl47a5MBElRmbtCN05D6XXpHW2nYDcToUClRBIYYgGOjEbUZrHYrQU+ujUO4gEE5QqeSRP4aXwIo16laSex7daYjQ+h9EZwKGH0vvioESxG1CyPSbb52hZ6CaSUDDNGv4pKAqbv985wKFTCrO3zJNZe5hdA1MU1TiuEcFvyCT97fQ0NzACHvXtLsUNLt5MD0dLBqkdNcJGgOAWH+N9ZUpajalvGEQUKGdCPBUaZdIIUPGOsbcwxDOLE8RiJUZqJqfMeeITQYbqC1RiKkduG6ZYM2j0NvBwkXWZ/sQm4nYzU940iSaDE+1dxHz3MJqzWL/RT8esi5zxs8oNEdECvOh7ia+fTPC3WYcnR3JEJBdVNkj5q8RDFnMNnUKmzj8Ye8m5Ze50Q6yueBzMuLTekqbn+Tjl+Rxmu8dDTQ2mLYPRioEzFaEellnsyGIpEdJPtGOvWiS4GOOWnjKLLUnmnCJdfbNsb03xrbENvNQ2gBm20XoXGVgI0SrX+If7XySd1iiLAnLUpSZJFIINzEQrmY4kXbcYdBDn4S6LhdZRMoqFMJtYV2shJTUxtFBnT6NAX0ccxbVx3+4xbQ9yy/ZmOvzdjDgZUpuHaY1PsrMRRq84zFtznAwOEgjP0NfIMu+Tsc0Gi4ksuXqaltIonU0aIwMRPhzoIm8HCBbCGKUQnarOcAxMNEoZGX2ghyY3S1O7TGY+R9Dayle65whKLus64mwRZTKxcXpGynSuClOxk2x7W42Ir0xU6We0tYAhXPKHZLYJmQ0L/TTaDdStfhKpCN0JiXijioWgLxOhqFvsbZ1kb7NELRyksRCis6dC0C/oTjRIL3wbRZLpCfjpNoJkx4cY5BSFRJAvDjbTq2TpXC+zRnRxcmGY+YpNj0+l3afTuaHOwh1+KkYv31ocYu/AKWZGfXRX/XxzYBjDtThe3U7D8dhzcj2jkz5SksU/pabomKjjy0i0l1WidpDRgMqWaohvv2MPbf42lIhJQPGh6gEqboixgkLuJo1FuZ9IqIeFqTX0q5u4qX+RLl+avbTyaGoD35J93NIaoBiFrlCNibXTPL12hKZSigwdnIjuZMFv4OuYZiFdY/G21aSLCo7sxxBReiwNRjVWh4roko6kSExnI3x5TGduJMmLCxpGIIkYGCY3M8xnMiXC4yM8kdnE7Mwcs9V5+uUMD4TGuDm4n9z4MNG2NhqyTGUyhXpqlpl/fglv8CWoVdAqZW7pXcVznzuEEIJapU5LewuNWoO+ydOLAOs1jEAMX3WeuezlNCoRgCCVL+B3JQJCYBhLdyD/de84Nd2jWPPOlte7Vpimh65eWWOVycnJa2TNCteCFb1uLC63esZ/FkLsBP4AaAG+KEnSfkmS/kSSpPslSfJdDWOEEC8CpZft/gHgTIWOLwE/+FrH8fv9rzXkinnHlncSDoQv2Fcyi/zIrT9FT3QtqxLfx474GrY3CrA9jue4xPDR19KFE42wxmcRcWX8NwfYHl1k+sc/im91B/5yHfWjN+GLDoLhJ5Dw0bvaISLVEe0x+o127jc6eGeXyz21CtkNcyysTlGo+2g+di+pTUnW71hH+11RUptnqN5cx1YclP4IYaUHn6Ix2lsgXPVj5cDuttnYuwNvXZBSvoipuJQKNnW7TlWoNPtjBN0I8+9JYoV09s9XKXc2MEwHO+xDWR8i2KOQCVsE6kGOimEeyG2nqErsWhDM3WoTK0eZLcjUkz6aRyMEHQU9JpMrDFO8rY7ij6A6EoFonIjUTfdEHxGlid5kglRrg0yozkImjd4OxwcTTByuMiPneXihjFZsEGkLkJqvMSWpRJ7ZwsxBcI7FuHWxBXX/IsWygT8GVtBDVTTmmitsbrmZPfoE6dYFRjdP0zDLZGSdeS+EHnCQ/TZdwRidiwGGBkdIdntU5KPo3W2cmHEwTJnGfJGh7UOkA0UcX5qKz+DgbBJroEDTrRr3+H1MmRLjqQrH0zlOtaYI7lrDptQmugsRfK1QCPopl7LkN0WYcUfoaRU8O+SwodqNFiiwvqeTEf88LWEdL1mlrR6k4oS5rdVAzQQ5mp4mRYavuAt8M19ngywwPIOBWpFmfxylOcCR5jwtCZPDWpknj+bQm3Xq68J4U0E2K6swIn6eHZOInArTFlfIdAhES4225hB+p4HlqESbauyfKhB4YR0LTTUcXw9ONI+ryBxsruJlY9SbbQY3plm1cw7bLbAu2sPjrkqv0UzK9uHYIXqUtUSNAP9w20s83Jjh2bkZUosyuaLOGrkFe8ZECy/S6csRXRVmjw6PTs9z6MAsxf0SPidBLq4yeaqTYjVCiRheh4YfhRMRne5ogGQ6xYJVYjZcYUCq40QcxrwGFi79i1E0RVAsFtjnGIznBP98ysccFkokTKItS7vVR5/Sxvhilcwpj0Y5QKpeY5eWoD+vIquCd/d79HcHsGyBEtXhHQsEGyoziseBIwOU5irkbQOv5hIsu3w7omO5QXKzAeqRTgpWK1orhNs9ds+mmdXS5KYccsXjzFplekSUk2mH/RsWWKW5xFcfZMMqP/Nr5uhcHURqCvOVyWlqbUHMSgxhNdEtdXN09TRzIZPxkMvXMLkvB98b68bfJLPtIZ12SaM8XSHyeIyh2WN89kPTvHPHS2RxOWYFaQ65tIRW0xp2EMEYPgKsrmdo9orUzAJV26NPCVMNtdDihNnoyWTrXYTpQHLzZKQKE6cylEoetiJRlXzsCUf4jtnPSCHMQ6aEOjdJYi6JfnKA0sgiTVaN4NEXmDw0Sl7XONoo05dVmFfLqJMF6uUKvWt6qZWrxKoVJNeFep1KzyZ6tFke3KW+ai6yqNcwdYtyvoSVz+E6MiHhUa4vZRLOlYoIIfiZD0Su+v+JlzNdBLVxZSkgq1atukbWrHAtWNHrxuKKFgIKIUaFEP9PCPFB4D0sdZv+D8DBa2HcabqEEGeWT2eArmv4Xq/IO7fdjyRJF+xrDrSwJrYW3/r3EQ2tIaYE2KDkSfR3gpZDXftOdtz8Hky9RnNbP+2Y3P4hH2JdM31NfQQ67mX7nb1Yeo5YbYj61iRyl47RfB/lDafwOyHiQZPe8iRKvIWYfIJI0EbuD9F5+yoWb5pH8Ql8ih/bL7GwegEvFyIk+SlsaxAoxZhLLDJw/yCdTietjU7MDQ0WFgSZNp2mUoSK66F4JsT8OHULfYOPhc0N5A4PX1uDzsEuxnbMUo0UqaxxEUoLQm8CPcRCuozfDjBxQMMtehxZv0BtuILrurxb+TDrcztZK+JU/BWqWwza1Q00RyO0hpvoHV9FrN5D3L+aW3bdRGtfK6FAE55iI5wmTsQGmevyM6enCLcnKNlFHrPnWJ3YSpO0Bq8Ypjai0TXTYHfvQUQ8T59rcI/SSz7dYHMlQqSthVSrhdekUO6ZJyb1UkhabLYMqmTIhjRSCyEmEzbxkEtE9NBS1alm61iWRUyL0+iNsmY2RjousZisockGR9M+Spkm1t66kebN7bREI0xFp0jmjzJT9zPjVXjnHbehBCU8I0Ik1cWd1WYWZRfd5ydp1PE3ZbA6PY7PVTm1WCTdrrA90M6dfTHK4QbJU1Hm7DzBe2DwHosvVRzqpknIF6YtL5Epy4zGFhjLCsxGiYIw6OgweefGnQxWkzwpn8A61mBqvkJHS5isLDE14/HY0FNMmCYRaTVHBsusu72F/VYbOUXjoOQjGCszZcyQHnEI5D3msxJfblSYXGvwrtv7CPvaCNYiWLkg2bEQD/Q5hMxmNKvEwv+fvf8Ok+W6DnvRX4Wuqs459+Q8c2bm5IRzDjIBECCYKVJiECUrWrrP11HXvu/6vefwHK99n6xry5JsBcuWREoUIxhAgMjp5DBn5kxOPTM9nXN3VVe9Pw4IEARAAiAifX7fN99MVe/etWpW1d6rVq291rUAK50Ws/k2myY0RDsxK0w6tIC9LrBWzXK6UMIZb7Cg6lQNJw5Hm3+zPUv9Sovft29yvlWg4BCIeTxs7uYRF7xs1TswZZItK0TaWbobTXy6SXGpG/QIV87WmNvdYn41zbOdGufLBmdkqCkGLlNEGBRobgo0d+v8TvIaT0dcZOwSi57n2LZWEDQnUlqlWS5zRthBdEewrzawzBoRZ4HdmpNhW53YUAlddLA4usQj11Ywe9tUtjQS7igXilvcd2iC/c5xzjLLxfIMHbsPowUF5zm0YpDuiV2m72iTbTQQRJGrtW28UROzP0015OJp9RoX5jYJbkdY1iqEclG6B8oUDJ1A0MSekZH9buITJl3dZUq+ZYJRB0/mu7B8ChPmCuc3ttisKeQrazywu0T9ioum044evsI1xgjOGBiZDUZKFs9V/Uz4RLy501SaOlGlgydW50ooy46Zx5Ofodrq4KUKpoXudjAdSmJvh5EqJtFegy53nr71Bh2bEzFiJ2DJ2CNxyg3YbdWh5OCvNxqEvvYoFbmLxpU6A2yw22xxbe4M32hvMd3npvm9KwT2+1n9f/838qfnWFrSKK1sYdkc+BQF2m021Ah7PHWODrRptUysXBbz61/BqlR47EKTZtvC2tnG+vpXEHMFioKEv1TABCRTILt7vYJksVmn1dGRpQ5N/br3+ftFWlq6TrpUfNPmjYXVTbKF628+dwqvzeOczWbftOPf4K3nhr7+5+K1LgTsFwThwPN/nwSwLKthWdY3LMv6TcuyDr6VQn4f67p74RVdDIIg/LIgCKcFQThdq9XIZrNsbW2xublJoVBgcXGRRqPBzMwMpmly9uxZ4MV0MWfPnsU0TWZmZmg0GiwuLlIoFNjc3GRra4tsNsvKygrVapXZ2VkMwyBejpNwJDizq9Dd76BeyhBQoT8o0aUEKUWmqIYmyedyFCPH6DVjHHYMc83uRao2GD9so+Df5On8KkFHnrFAlF2tQk/2PMXWFaroNFfKGBfW0Z0Wq4EqeAT8SoiTwcMU2x1OzkzjfzbMpv8ax68M09oNUI5vYW/IFD1NTHcLPdOgGcoQLcTxm16UVplw04GheSjWnShCnpgyjhV0sO2uYPnBk0kiWwXCmSANl426UCe6NkwhnaDdCTO8nkS85kZp9LLUuIbzkQqOmQDbjjSGqrM5tcKuq04zoGC42zT7DTr3WOyNyfQ6vTh2guyOVHE2koR9MpVwHn9jBMnVQlTcKFN+ypJM2BokutpDtVHEXwtgG/BRyarUbSGc/n6a1Qx6v0QxmOXpep327gCNW91Mne/CcLXQyxE+caROryJiXErxYHmHR87Ueaq5gKVYyBmZqqtFzKXTIoBe2kEVXKxlzkLch+jVsCpuBE2h6hNQqzLtVZMHdlaohpxIq3HcN9XJSBXqfpO13V1aCGyoAvasSjZlsCHprHVKuBSNZm+aRV8G+1Mhuie83HXqNvzxSbyeFB9p7qfeSlC0m3i2PNR1nbNJk3J3iXV5ibWDC3RZEdzpAHLaQVarU87VSWgOlIEQZhUaqSzJRC+2Ey2Cgw7kwTDZsJNiqMi1eJltmwtXs5vSoI0nclUY2EflkW0sa5JZs4ASaFFzNlnebDIluVhobpN+qk291OHC1ThNp0Q73cYWcZJtmlSlBpevuHjaXiZv1RCbdr5cq2HZnWhuG7Xl8+StFp68H3FTptHSmLM82GWDitNBtqlxYXGNvoNx9EaGvGMXXUnxnMNNV3KApZtXWSwWIOBBCbWpd5r4BQNrW6JsdzK/1GHL3Wa7bLAw78T7bC9/zBKL6yWadp1QO4IZrZFNa8xfW2Rb0OmIGzzyeAHjUJaj0SQtewvLYWC0C6zE0hQaIXJTFufdT3LFeZVlNUAuB3LQZBsnfl3iYqPNhlxjc13jkBphoWhQPe3G6pEQ+jsEHP0YQheq08auu4Jdc7MnME66FGG8axDN6pA1mwhuhc62ycb+XUYcIq5CBPtcivZWhiv2HE6fh5m8gOJMYvptZKU6pSGLZ7YVzrp09E6ZZ/OLrPfKxHd2sJxVTH2TCxfW2NU6ZNeceMUKEZ/OmitHILfO6dNtmuY8i5mzbFk1DgYybIRKRE0f7sEiO9tl5toaO0En/oJOsCmxqxuc9zvY9bvobtax25poPhueIRWP2GJ73EWqDdPpJi7dgd4R2dRrdFc6bCyPsjXr5epDSzgNG/VtjfVZGWdH5vHdLM5vBag9cxqXtcrWyir6U2dJ7s5S/86z7M5JpAI+iqUiF65uwJLF4jOXqF2+wlf/6L/A1F7mnnyCx7+1y0MPnuGZB79FeXEJTTRoYlGUXnwJuro0z8LqKkbHwdPPrvJv/uNZTp/7Dka7zfaf/CEAX/rewzy5tPjCvHDp0iVarRbz8/OUy2XW1tbIZDJkMhnW1tYol8vMz8/TarW4dOnSS+aUM2fOUK1Vee70VXRd54sPblCtVllZWfmR85PT6XxT5qfvL1D7QXnejHOC64vfDMNgdnb2NZ3TmzXnvhvPyeVy/dSd00+jnn6wj58E4bWk3BEE4VvAOWAGOGFZ1i//xEd+9WP1Al+zLGvP89tzwC2WZW0JghAHvmdZ1siP6mN6etp6J1a0mg/8O/AnWe46yLXdZdSucW4LxvnDR/4rd+y5k5nNK5wavZlaq0ZOt6NIAt967o/4euEhPpuBh6xuZjs1PlccYqZ+HuNSgo3WBW4LylRvO8TCxnOYqRQUYhxUethae5DtSj+10D5C3/kfJHuOczmR5OLI0wTaHWarTT4UTvPIF0Lc33TyZGSEnkCb1kKNWB8802xTc8h4jDSmuZ+1jz5M/JKPlJlie8WNzXuV1NUknf4eruYfJHLXNLXzJZRKmPvW4HRlBlGYYtdXxJfvsGhfo3XrNr7tOKEpjfRVDVGy4Sjmqd9mo0uVST0ZoNlto/g9DW4SqMw1cG+1EfYJOM5JbOyrsjOnYptawrcRI7IRoKl3WPdepuW0UIJDjIgOKlcEStEyudZpOiNR/GKexiUn79sY5Qt35fmH30zyxb2bdJQ2U6EezswX8Bd8nJeeJhkeYHPfLJ6lGFrBRm5qlXtXvWgc5OLOBXZx0iqXcQz4IWUiP6si7GlhplsoJRvNShW5I5I9aud9bhfJhEHGrFK9EGaxYuJp+uETWxSegqbspX9OYyO/Tk+3j2f7M2TKC0wc9DKSS+H13MxfVR7hb+SPEzmfZ1Fx8NS+y7j/1MKMNblyF8iOApXZMg5F4MjSATK5HOm7d6mcMzhQS9AT0lgW4oxfUbn6K2fgXAp5eoHI1TgPO0s4NA1nViZ6wc6Kq8QHint4eCzPvH6WW523EDjrRxJgJnyFI/4I33DOYn+qxclDDp674kZ02LDhoHMqi7HZwn9VZmjkVs6vPcJ2uATpKrV+A7/Yg289QNu1QXQtiSO6xV3CCN/ou0TdjDC2LPC1RpYp910UNh5n62cEyOQQr7jY/z472w/WyOoavoSdJXeFkXKEZ0au4PlTncinU/y8U+KBP3Vi3b1OZCHJlpZi8pLJtVvPsTJrw2zZmapFOe2Zwed3sWLl+I36LfzR0Yfx/HWCTjRH/U4HgT/zstu3yd13iGhfvol6vo5h1Fj2LaEOTLJb3qanZ4fZx+sMpYZ47qZ1xq8k6U3H2c07yGtfZt3l4oPmJGezVW4/2uGp7+o0Q27uPy5wQc5yoZhi33Pd2FLXmPPvEm3EaKU0gs96se/JcfFKBbMAvo7AhrmGNRzn16MKX5hvEN8Mszl6lpTqZNUj0dpNwAUTaaBJ1/EsU5kDXD6noye26W14eVhYgS4IP+jA3y2wtJij29/PjFZlOttHYv9VpGyLpZ0E2z1XiWzeheaYIydItCMl/uGoh3+zvkr/9kmM3qssncnj11Tit/hY+CuFTtHA7RnmmaTFPzRMMosaHWebMX8Oz4cblNdM5qr9RLMSX/fZ+KRtnf+cHeQDi8u4ohVWM4Ps92zwn/t17pJGSG8KfFif4czQOF9T5/jbtQn0+csIn6+iPOxDrHlRe2DnGzUCXTaqpxyMxZz83qUI048/w0X3EJ/5jRT/OLPKH95+D+bSIv/0KwGcqSXihdN88OBB/u6XqzSR6T6wzNpfb4Fgcc9HBzlx/8e4/3cf4SNqAkdEJpp5jk8d2QPLiwif/yW+fOkChXqdz+47gmmY2Jy2n2hO+MSvfo97j8f51KeG+ZMHG/ziPT8+JGRzc4tkMv4THfcGbx9bW1vE4zf09V5BEIQzP4mj97WGZ1yzLOu3gABw9I0e7A3yFeBzz//9OeDLb/PxXzveGML++xlI9nP39G245esDriRKXF6/xHhyAk3RCLqDDAcc9Hrt5Ks5Yt4ofTd9jqrVZF/sMFc1nbuSn+Nn7r6dRAuKPpnAQIxQt58eNEKGnfj24zQcfgbUZ5ATBv5mB0/JQb9LJ7x1nB7pFE5Joerx05PbJCAK1H0Wmc0Go94Imr8Hq7tGvNEgUpdJ9NSZqu5hbHUQpdni8DUnfllkJ6SiNNzYnSNMl71E0xaWtMlpy4XV00OgqTNaTSG3FBp6CUt1Ui3mOXxlgIZHou41MN3D/Mx8L91FF0uDO1TiF1gfv8bjznOIcoNo2ofLZmPJ3WZs00MyKmChkjrTQ7vuRFcNPP4I9raPmD9NNKnQGssS3Qhzp3UIo+REKo1zXDzOevc2Ll2hfbiMtuWkt9PFXGoNR97PbvcOe7Ld9E914VNcyMkwxrSIvKnwjL3IllRjMjyG1/QiddtJKh4OLA7R32fDU5GJNlKYYhUz1WJCnKBrPoZP93KpUqG7KpLc7SO0PEmwFcCoeHBmXUSaFnVBoiOY7HQqdFND3y+xp54ESedyZgWfrtLZElnxelkYLNCxqZRtDVrBKgmrQ2TXR7gS4dDSXnKSTgMHk+k+/ESoSlXo9+C2+2kfLxJd8OHY8FIVoC8q46o66L40wL5zA5TlOrVwjWyzjUd04N4TYDdT4JK3g7OoUg8adGl9WH1NukZiiJfGKIwIuE077oyblcQKwpSO6any8MA3yXflEFYNbLqL2Go3dBnImo3qagnd3UGvybQdOtekDEJ/BasZR3KodI/nqcoetgJ5gtcmsIwhzCUVvd2hmjCw7fhQqyo7oQy6vwmmhZxP8B3fJkWXQX4jxIIFG5U5ch9bpGaWGbR6MT2wFsyhuhW0GTuKYacu18n7WxgdHfumj65iCpvmwWw16XR0rmglxINFPEcL6CN2thx5RLPNJ90pTjl7cFsqNbVJq61xYcuNEBHQVQclV5vdkB22Bep0iEVS1AUbf6FV8AteGr4SkWCRZc2D52KC08Eii641VrN2HiVPa2IRn2cHfGCmWnhLLh7bsrCNdph1L2O1gmycd7BYK5DfWaYe8JCp75Cv2tho1cmKUO1YZAc2sG+5iV1MsBFaw1VP4bN7cMS7cMo+rulX+Or6DgWvjTvjTtRTKigVykYTa6zEtqvGFx6A9LUSua06rbaDW+MnqWgWq1oLl0un1bGouXZxO3dJdNXRItAOGvyH/eus5zqs0kZLGOzEdS5nDCxL4XDrGZB66exMcOyEj/gRJ3dWQswPWkgBGUlKMrhdJWnucjG7QfeEl826QNlTJSw5+evZy2SMNmGtQju7ROfhbxLcaDMXOkC0tcv87Cp9Tg/Lv/sgu9++SDizzaHlM5SrNTZ2GtgtnYDZpGpXvr8mELNSxnz0e4yYJn21JfyVTTqKSmN8H8KeKWg0mH9mHSyL7OUc6Se3fuRw/5qwDLL5Bm3Dolx/bVk0vn1e+PGNbvCu4b1SNOcGbw6v1Wj+BoBlWf8e+M9vlTCCIPwP4ClgRBCEDUEQfhH4F8CdgiDMA3c8v/0jqdfrb5WIPxLx+KcQlOuFVQRBYL8nCEDSn+TR2UdIBpKv+L1T0WN8vfE4ZSGP0+Pl5/R+Qs44e3/hJDfvvYnuX/1HRIIJDg+9j0BhFSvrRLXXaU0cYMASOGgr4vA32HTqBFeeYrK9wFrWYixyjK5FgaieBV8Rm72DavNSq7homXFuF718fshiKlhjR0kzYL+J8fgRRh5axdPOE7BtIstOxLKAyxwgcVojXnPhWzc5tifJQk+Dmfs9CHY7hq2DV3AiZZKISNQlH6KjjCzJuJYtQpUAp9ZGqXfbMTwhZG+Zj126mds7s9gsBVWXWPO0mBs7jxkxEHZD6HE7bpuX1nATe2cSh+bk559a4kpriX5XgGHC3JSaxNd20GrWsNx1/PYoo2sDmIdMRLfOvZXD9Pb6CMgqu901bnPtoS/qxl5TqckGexoDjK33066KEFOpuJx4XX4UHCxObqFsW5iPtwjk7dhkAdVhEY47aftVfLqH1pbKQqXA+FobKxPCKjTp6QSxTDvuigOr1kRq2uk4LLZbOYwvCHjKCgtbfhr1APlyiaFro6xNzJId2SCdSKOWvKhjdtaHdrmlOkTeUcCbd9LJOdG6LWL+BJkVnVg9xHC7l7A/SHOoyZwni2MxgBh0Us4HWFwP4ih78coQrfsouExMt0KtT8dX8DM+P4Jq11EOLfD09BzCoQ6VD6TpTtnwHe2Qkly4i0km6r2kvCGOPzWJJxPEHtVx5zTqzjrWiIvC3RDsxJhSRaSWgTWkYnpgx6Xz575NKmKHRFDAVJy4NYlnN8/THGijBUx2J3LUB0tUZkX83XYq03W0gIZvJ8BuqEpPMYrokHAka7xvK0VjuERkzs52T5XdYoWnl5axCh4cNheRpMqCZ4M9Qj/5oRrxpoxr4Qkkw0bRnqYw1cE350JwdWCPjY4rxIW9F/jLnlkeDwp4qwqy7kLZ8LJcEXDqMRK5aXo2uwjs2ClPblMN5NkKh3BrGsuVHcreElef85HvKdCymbREk9pcgLHvOZkPbrPV3qHgEgmuOqktuPAmSuyGtii23JRosH7nDurNCSo9W3jKAZJ2Jy2hSFBIsCs38V8OEQ4PsNpfRzYknmnA2YU2pqUit+xk2iUMm51QLcDGcYVn71jnmdt1nhtdQA6XaLk65KNV1kM1GAT9bJDEtsZyTSRqKPjWRljzVTnWM8ru6BYGYZy2IPmgzoHtOJu2Eo6oSXl4m+SuSEVVEBI6j0UvIdc0vluocPVMimFJxVJ36W0JXBE7LNuLdA1biPtrzFdPo4d7GUr6mGSFnh6RSkOkqHY4Vi5xPrMFaoDHH8zxrNKkXdmiUqkwH9vicjGCPWdRbnuJ5wzs6RrlQJqvPzKL2LzIee8VLq2XaXUusV11Y0gK1WvPErE1sJkCsqIgAAIgNupsdqC/naMqQKS8hRiKstkQIBDELFfYPb8LSwt869JFKhtVrNIrVDF8HaiyRbHSoqVDrfnaMnXsln8y7/YN3l4cjrd+QekN3j281uwZD/zA3/9BEATnm5Ux44eO8ynLsuKWZdksy0pZlvUHlmXlLMu63bKsIcuy7rAs64eza7yMH05i/04hPb9w8NaJ2/iV23/tZQsJAVLBLo7Hj/K/H/lnHLEFiLp92MQ29oCC4tK449//A26e2ENfpJ/FcppvdZJclvfwrT4PjnCYinGQhHwNdcBkS8uy3bjEb7S+RjV7joRUYPdAlELch2PYR6SxSUDP0ZRaGGOX0Kjw38P9dNLbGPMLqNdyXEw/SC3pox7cwHH7YcJ/M0W4V2C0qeLcbTOFyr3xKJVrS+QaAcITLp44FMIYbxBRYqg2N91T3UiBJOPZILe0JrnbfJodu8aMO8Qx7z2EWgFi7TZD11S2tQqW36Jk5En4r7Dty2J16ZRrDrR6hXV7lsHmCFtNga1btlCkFPFmL3JYY7TLheUvcVsjh1SpozbS1A6rHGrbcWsV/PfXUPcuovX6SHp1kuePYJySkdd89BW6wFdlqBLl5uAU+4bidO7v8PjNV+lOhOgXfJTkPNNOE82TxFqU8OoOfmnPKHc+dg9oMtrhJml7mdxmgt21NPmGnT1Nk+p6A9tVBVEXSA+sY+9oWKJJ1dYk2rEYPh9BXh4ldqkHQ7A4ZHfR2/Ah4GB8NYGuW4gnVIIOkZFyP045zu2VKW7fjXO4OUnsWDf3ikcQPDJqoELYphEWNWY9FYSrKYRUhOiD3djmB4nlvQgKtEyDar9KXI9TG6nj15vEL4fBLfDhYh/LozlG1rvgnIzRVFjSTLbCRQ7nY7giLgamVKqVCIrdT9MZZdVYIunyoY2IWJqb8m15zJ002Y9t0ByyEbGFKXV0lu06kuwl0nDiSDYINgVqO1VqE9tI1TaOqTo2vUy/aBLuaWOXbOgDTVRdplNz4Ewp2F1OJoz9dJ4dZ7ASoVNsY2W3kCIlMqs1tHsmeHbvJbI9WbybPlbrKlKoQ0evojoL2No27B43Lc0OqwKay8Zgs4fUyjiGXcCUJaxWN9d6s/RlkjQmWzz81yFsngSujotji5M09RqF7nV2EvO4TCeBlpfl0jzWtEou3GArVkCSdFpzLjKbInd+eJvnRtfwZHop+ZrYbDKdUBunWcTXhhGipO066zXYNC2OJyXEkI3+oEQoZqcW8JM5kSGUUqiKFWyxHLi9+HYMTFVHbrVZKdRJtxpoe1P4Rl20nA7q9SQJl5fe+hi6CfoeFTMmU+3p5Z8qRcS6h8VYkd1EBatiRzczFEQD6gGs/gJVvcP60HlMVSRYs5FToDZQZ3JQpB4u8lBrk9Najly5QBGTs8sV1pI5vva9c4jbTg7us6jVimwJNebH02h3rvDI9gz5VpHfjT3Jw7ZNnp73MatoBIoRzuW6uWi0ob3JUGUvK9R4sJlBFPfTEgTyJ+cQyzfxXGc/ZanOFa/G1dwA23tsdF9xYzsns9Qu0uUb4OFmiNqGk6ZoIts6SG4Dt2khIgECmmHjgSsrDNZUKpR5sgW7uPjab30Fy+Eg/cQSliRiFQs8uHoVW6eO9cBXMZ8vlmW+gQWCmk2g3mzT0i1skvBjKxBalsXGrv66C6Lc4J0jn/+xJskNfop4rQsBRUEQflYQhK8LgrADzAJbgiDMCILwrwVBGHxrxXx9vBUp534SBEGgJ9zzip/dsedOUoEUoijy0Tv/FicG9uCY3ouv/3rNGJdsI6FqjKfGed+B+/iXv/7/5Xj/JL/60f8ntuYyTs9nWOvuovdwmEDQQ8FZYClh5wNX/xD32qOERY2NZIDu/vvZJ53FoUgUHFUWM9fQl9aZ1LNImTKhxTqxb1ykZdvgUpdKckSk0Gri88nMC216GzI1yyTlS9MSj7DqtmFrGSSsJmZMwHvkCLtTNkqBGhO+HhTJxdHCBB6jTj23Q1t2gd6k03ZSvbjGsce2ydX+Kxeae7BGaiz66hjeKqkdG96NLHgClKtpdjUdK2uhyQ2mN7roDB7HdTiB3F7lvHyVCykvg/oUP3eiRECUWaleISEruDbLDFkTGL0zVFExvVUcLQdG1IW61WGquJ+Aw8CbVpi/J4ntWASvrnJYO4x7JMAdGwoORAytgWooOAdcOLtBtaeRtRyOSgmxYbE1sEKoM8HF224jPWBQdNWxjzo4/uQIsVKcijuMM1ij4hSQgz24hvdzzxN1oqaf87eMsK80SMzfIGyFOCJ4GEt3ESPKXuEUv1ZOQr3NnVsnSO3voekOsl3dIRAK8O2uMl6/RP1QkVp2h2jWhd3h5HgoQE4zKI1ZuAQ3Q5txyiNtyjSxdYsEFC8lVcIMVNByAqpdx6racXdBXynG0JaX/qthao4OWz1NRhwK2kkHgarMtrPMrHuNYsdN194eqoEq9272MqUOEavHSYz2MdVOIXU0NgNtrIIGuh2jLnDYo9Iaz+Kw55GOOMjGq8SbOoc3hlA8ZSaCKaoVCed5P4a7QenuIkIrRMaRwNnjQps3yK2G2bs6Qbei01/24URBG+/F3fbSrhfpy8aRZAdpu0igmqQiN4kZNdwND66eGIZgsTNaZzzahVkzmPEvgSHgkGSa6g6BQAB7XQGXSieU5oLDg0QLMQ8NWx3LVaPgXiGQkTFw45sKkOgo9PmTbGjb+E0/gR2V8wNZzKaAu5akZaq0ak56m12EugxMh0It0mRby9J2G/jpICsGjy+EuGhIlOJVDh2P4t30kjIi7JUPUh9uYyR3MO0OErsOji6JdNQ2lXyRsa0oUltBaLvptAWcVZHNUJ6twAr2uhtdk/EMRmkp0JRMAiEP6xNbtJxN1pebqIEKRaVOq6XQFYey2eDZQBYZk8vyJqrlYDshks40mZ9YZn4lB40wZQyadQurLTArrHLFu8QTchZhZpv5tTpi2c553zX+8ZUaZ8wij6yUqS4U2dio0ljbZpkC/1b8Kk/YtnA5dR7s5HlaX2DbbLKidSg2Bih3NFYkA13S2N62seyYZU09h9yWGF9M0Hc6gRzt0B828SkWJ7ocDOYzLDdNsvUI/eEKfeUqcue6s6JlBVhb2KZss3FBrbEyv03riTW2jDKNhW0ufO0SjaZE1rDYzWex51cRJqf54//4l5iNBhf+1hcxy7nXPO4bHZNyq0Wz3aFtWHhdAo1XKFZrdTpYmxsANHWIBjVK9RtG83uFRCLxTotwg7eR1xqe8TAwAPxvQNyyrC7LsiLACeBp4F8KgvDpt0jG142u6z++0buEuD+OIisADPcPMh2P0PX+ccLTkZe1HU+NMxxwEfLJDHqS/N27foFT/0s3HTrEJo5z4ANTJE/GuTwWYPREP2IiQBIPnYEGUu+t7E0NQlxhfbCOZqvgrFp4TnpotNvkElVMRSHm2MWjbpM5eox2y0FlUWGp9TDRig3FXmV5dJxldZdtv4XSyKNenMVhLxKQwXF7kPJWkb2uCSrNGmZfgsj8Na4d3oebDn6bgJr+FqbX4D/dcoBSdwt1VUM8tkBJWqUZrKFlUuTlIj5nHF/HSctmEkrY0cwGA5e9fDv/GKopEq/Y2N5Y4NtKhWdu6aad+RnyWhk9W6UUqaKsVGgr/czEB9AzAZohHVcH8rsZ1hu7hOs+hmxDPOi5ALKLhg361j0IppO2R2Btf5upC1nsmobLAtdomImJYb5hBrgwnaN+QiRZrWKITQ6d2kPn+K30pHK0hi9T7/VTbUso9hDD0fsoDCsE9keRTIPNUzGu+WSGZR8NHPR+TMDa0+TqUQV5dINoI84B8SD5bgfaATuWvcb+moedgxa2iJusWGE9uMnkLSlGB3ex9dqZ9UvYzTC3zEW5GC1SkkRabomNMRAPBsgOy+hHDPqqXiJuE0OpMx83sPb10NJ6eMy1xn6vj5nuFfyCF9Mp4pSCLCllEBzII1k2oi1EV5PQN/cx7Z+g01YYqboYL9m5e3icvpuPsa8TYmo1QkTvpuZqoxgqguFFKvnIaUPsdmVxmz4YDBJvh7mjeYTpuV58dNOuDxNzDdLwingqMbw9Xlx+Ab/QjfKZYZ4Oz1CUshhiiyV7EbsrTrcWYkxLcfBpO3f7jvPJJ24hGRzBOaygdurUJ1wYPbfRbNvZkgqoKmwGa6z2GcRKMRzNYSKJI+y1emn6K4QUaCst/Fsuinsv0TniABq0d2XadhsBTcMlhAhVvPRvdVEK1rhZrfAR3yaecouis0Eo7WSna5vza2WEppOd/Zc4YCTxr4SxVUTWvSXsZTfdtn6ifSl6OgGEhkWpGUKXwaG7QclxqxCnr7CfsqAy5R2n3w7ZHjtyVkT0NmhN7tBJ1ZivdYiW4YyaJpb3MbwZoSzs4gnbGawkUFwSQlHhgjiP4GwSj7vIdRcR4gbNXZERP9SdOkvxBl5JppqXMZ4Mscfm4enKOl3lCJtTG1BvoGzpSKKT1fYGgseLkW+hCQrFQZ0dvDRzClccZbZLBjbTQc7IUqsVMV0qXyteYe+QG2+9RSCwyFJwhtLeMvnGLi0FZiM1tqZ3WU22uayU8Bs2jLBMPWew7rjKZj6Lz2lno3YGu6kzXHXgPJrCFjQRBR+Xv7KJWjcJCD4qnhHcgpdKXcSVb2CZFh06lDth3JbI+VvcuPZZHB1yU0jLPOEr8Fd/dYU8DToVhUzB4HilQW11i/WijlirkTt9jvSahPXUQ1iW9cLPjyJfqJM2BZpGh3bbZO/us5QbL41/tSwL0pswOwNAo2VhF0vkSjfiZN8rLC8vv9Mi3OBt5LUazXdYlvVPLMu6aFnWC3ezZVl5y7L+0rKsjwJ//taI+PpRFOWdFuEn4pXCOH4Qt/O62pyag1CvnX09+3CP3c7BI0P8r8d/k19PfITFlMpHEh8n2G7x7z/9r3G6YfLk36T4Cxr9J6cYUdtMuUQEuU2Xc4JqoAwYdFwVOqE2TTnIxfVvUlvwEZRtbEX9DO3M007WqRR2sNkN7LSpPXcNn1FFahdx6yHiYpK63OHyw19D6BRYTtyM532jeNx1XNdWePiP/iOWVccbHWPp7kG6e7JYQgN3s8qaokJ6g9hKE8Q2mpIjdSBFcMrFQMDFVrLM6fgIOV1EzXpQOmX0pknac5ELgTk2g0uI1QZG4iJGK0+8acfcKCGnRdw1OyFnlq2tdfxeC6HS5og8RPLWfey9NkPNcuGtdyE/1aSxNId6foFe9SDV/jCKs47lF1iVm1S9GoZdp4cIritpRhsBuLhAdsFG3x6RngMHeES+wOwxmcw+A5/sJXPMJCGqNDvXiCYDENQQNBmh2aJiBXjMO4VQ3EVMlChoHdJHWthtfrSSTuEmG5u3lSkEF6j5LTamXFybW8bhdzEVqiCkvCyNhJh3tFnKeHlsNIdiKdijEXL7JBp+lemFbryJFZQdNxZ1nIUGueESWwkbQq2Hq73zSNUIztwitSNl5IOTTHj3457fIL9vm8WNGk99epHE7Xu4WVA5ELBRzbQwuwTs/k3WlTZ1vcqiPsHcyRgFv4WkSXR6BBBlGh4fZ8U0S+0cRnWFJvtJ2sLY5vq57KpzYLuPs0MuItuH2emt4RFtjF+d4GPiSbrNLjxiP5sDbdIDl0g7ShTcKZw+G1ZMYmOswJVhFwHfNFbYTTShc7DloMvjxxiM43PbEYo9CDawJ31kI7vMxZ4hFtSw57LYSl0shxUmygO4Nu6AYInUjJOJpTB9RyTCYRdmTUYXdCJ5P6GSi7JHw6l4UOxujjvHmRnoo6fcJCrEqWsNYvkAp/r9pFZrfKB8lMmWRbtcRsrayXfyDCztJ97sw6P3MUgCe8uFS+hCUBQc5yQOXPNjdzYZ2RihPlTC2RulO9yPKsWgZic9KZK0VJJHRWy6jSuJS1xzr2DbaaO6lvHl/USbHvqUOHZBJ7oYxp5Oovs32TIq9GRGua05Qbg1Qa3jxFeIMRsq8NC6ibISpq3Z6NV9VFpOQkEIehSikypD7iCmZKOsb2D1SYg1kf2BISIeqLkNmpEmq2NZ0nt0HHsEHOcCqHmFqk+jLZfRy07W6yJjPg23p8H+WIJg2o+/qqJn7VTCMoF1BRsOVkef4NzeHJdn6pxdySE4M+Tc24gDYA8YOEyBRnUTRZZZ2WjRUHb5uvYEVafFTibIfO0MK1trNKqgd2QkRLJymeMxBac7h/2Jbi53hlA8Nm5vjXB6tcrOoky00KBnPs202easusHqV69ywuPi0qMPYXVD41unsQoFTj/2p1hXnuLhb30Tc3ENS395AZOdTJlAs0Gj3cbM5klsXKCWK7600fIi1mPfA+36WphGyyLqkVi4tvGTTyQ3eFsYHR19p0W4wdvIa41p/rGu29fS5u2i2Wy+0yK8pUQjLw0nv3n8Fobjw/SEu7ENHkFIjPGLgU+SDPVzQlE53DtK35CAo3uAqfA0n739EMMVgeXhGnuXDLT4BH2+KZ4ZKFLr6ifuG6PPsxcfEh/d8dEr76OaarAQ8zLZbGIUTbxhlbjYQqoL3G8zsVY2kB6JY2sZnN2oEvE5YCuP4HSxdU6ivJEjpLmRi23iAS+9SoOATWLk5DInViDiDeMTVHxenTXneeRWlqw/Q0ArIRgyw94Qxf79HHS3yBdarNtatLraqJKd0EibpMfOgBWkLbQQt2exaV76lSK9f6FwK2nas1s0tCpFW5HoQTfXHA5ygoFPr9NcvIqU9fOUo4Y9GmZ95kHmEj2UvSLlpok2sERp+zmWxDRyuoBcmqezUEPQ64iFXVqdOmyuoEeGEWLDVKw8SmqJTHgJZaeBkYngf/gyhm8Xl6yiuG1YgSJ1HZSWANUyXQ43paLCcjJLzg4JeY2rVj854izI3YhGk5a6Qu8BjfrVba5lOjSxY2YkBpQYtY6FpCjUmw0o2tkqSMihBpYo46/42F0eIetvcbWaYX15F5Qq0lCNuGWnkexQnW0wxBrnk23ESIiwoDDpz1M4YbKj9yBbdqRAjGd/w+DJ6RxCV5SrgyKz3tMUn1olZzZpWbDUctIkRwgv/p4IcrUEsp2NuSKJa15W9t5GOG/DGg6TP7+MqZo8/YELXB1v8KcHDVLGzSS9BaKbYcRCnmZhA9lyM3Woj2q/zkJlDWfHBvEmiXgS2eej6GngoU2mR8Tt2yKlQDzeg01WEddnGbYgmkjicErE8ocYcgdpxEOkK14ERaFi1nBnHYQKCqvDUQpBE2OsFwSJS/YssilTDBZBlrAsg6rdRBlw41Ui7CS7uKIrjJw2OeIdgyMdbm8mkUIh7G4Px2IFmkabTqtD7+koHX8d99AQbtlNMjiIte1mtDSGXw0hyG7aVpv14W6e6qmy+MlVGK+QySkYjiSJgIEtbGc+0qC2qOBcdVCJtHAVfNiFOkG1gza0wKfnTnLguxHcYpS6z8Cd7UIsyaB0mMuaCJEqTbWFkqiSzpi4Wn7C60M0NiN4sei4YK3kosc3jeBqYG/7WA11OBFKErT81KmwT0wxymGUPpU7z+wlUk6Sc1SprmaxJhWMrhqttIRWF3C5NVSjw/rZFGLayVbHQHY70bf8DCrDOE0NMedAW5fQl9t0vA4OHTAJLfswm37mqzns8Tjr20VGSmNcdc1wzVnktza+xNcruzyW3WA9vkU2V2bRX+Bc61m2BxdYbu9wbk2j0nGhmCLPyjO051WG/8hFz2ULu03CLevcYk+TdLTRyjKD2QZDnRaUWlwOZdi5UKJ9ZR4pV6LUdY38is6jf/IF5DOXKDx7iW/+/p9QfeBrXP7q17GeLyFQzdf46//ty2yuFfAqTdptHWtrk7wjwJe+9pcvjNvW0gLW+bPQ24clXh/TGy2LhYtnyeYqb9NscoOflPPnz7/TItzgbeR1VQQUBOGgIAhfEgThrCAIFwVBuCQIwsW3Srg3ivb8U/tPK7cct7/qZ4I7hNA9iefjv0D4QJKwJ4RNEUh0ifj6NLrCPm7yBxnpHEALBRjIqgyeuouT46c4dihFZOQ477/lV0nFHHyWX2bykIdbI8dI3lLEdrOXIx//dbSQi6SQ4YhWoaPI9GyZeD0BUgWJ+FCIRi5CMraDx+khaGvgs6l0d/cQlFz4YgmeOL/A/WMHEPUQaltkbCPASfsw0/Y+ElMDjLqnOJbsZmfSib2eY2tCoBSu4+zt5eYDk3x+7xBr02nCxwI4jAoOzUYoFGP90FE60SY23YvkjzFme4TRDyTZODtHrpKjb/9eDu7pQwxEsXSTLDLj9SqyYefQ2DFGC26yM1VGw30Ebg/RclnkjVkco14ynass5M/iX8qg14tc8c1yOTZIxRhES3S4fPbfUtsxaZs1JqeOM1J4klvFOuKzeVzX2pgpDafHidzWwHMY1f0YDrmAWNbxbufx25NsiGPUuvvwVWysP/YMC98+Q9w0iOttZr97hsLBTSS3l8SRW9AaKnPWEJuXkhx7zoNkGdg8Lqo4yBl5qvkOSUvkmak2uwfTdBVsWGqV4NYiVWeJkM3OwvZV0JqMeQ/RrLZJUGLRJ+OQ7WjUWZJcpAQDj69D94wd99wi+bPbnL52GSFro63IXF6zMX5ulbuKa6TPP0uiI3CgJePRy9jGOggrl3AHBGbmNpi/sk3HPsDemRrdz5gUewfRnSKdhsHg0V08viZdWZlycj+WAWpzDVkBJVvA33CQtw3S1TNNl+ki76hgC8cIdfbBTga7IrC7V2Ai7MIeEtAVDYfswnfoNsYcIpG+KK62hV9wMbSyDY2niXi3kGQVSe+Q8VWQm266ph3ItzQR9yaQxDalW1IU+0GMtFgvbiJ5vbQVhXZeI+Y6QTZgoRZB7R2gGV1HdNxCYXyQtS8f5milC7//Csfv+j0KQxfRKyoB5yBCw4VdcpI83CQTbXEsnWSkamFFPDCVpEyWh7qq5PflyMWbqIJOM23Ss6fDyG0S+k6VnR6DWr5JdGoUb2SUVO0gqR6LYkKnIbtwOiPk/BIOl5e6EsNQ60RKXk6ml5ga1Ti9dxmxV8belHCoGlLb4q6tOGq0hafmZH0rgrYdwBvxc6gSw7LZWJp30DBaaEdSHMtPMWSEsIUlJtcDiLtRei/YsYf6cYYMWg0b9Q5EBBHfOkg1GzWhw8b0Dnpdx7RUNgs1psYNIl0W+Z0OliHhtkZYOpnnzLJK+EoEa4+HgiJwJVHCHbDTt9xPXS6w4C+QqWRpuN2ULRHxVJX9bQePhk2Kxho9lpeG2GRTLiNrGrqjhc3e5JvmHNGVBpGOwm2ZNFbvDqcXc8gjLVRNQZI6JEpe5P4BvKbB2XurPL2/zjfSOv3+MuffbyFeeIadnMLq1zOkDJ2N02epfvcsX/n2v8XM73LxK+eozF3DePApWqKEZehsza/zQCdGOr2K0elgZXexKhXQDdjehkYdq9NBWLpGSmrQaBo8/PQFLMuiUL0RqvFuZv/+/e+0CDd4G3ldRjPwp8B/BT4KfAC47/nf7ypeS8GWn3ZEWUDSZISTn31hn6xJvM87jCSIdN96M/ef+BX8x08yce8gPT0x9vQP8HdPfhpnwIMrZvHJD91PeNxJLOTklz70IX7x7/19HGGFcLeTWzqzqIJENSZht43SN3aEHq/M+w+66fL60Eq7fOqf38XHD8ItNoGbPnc7lpBhYN80k5EUU909uAIHGLKNU4x6+du/+X/wf3/mX/Jzn/lf+bUP/T3uvyVIqP8EbloYYScBucPBbh8f++DHuf/4YX7xAz9DvpXHtXueYUc/e0enae+UiMQVDo2dIuAJYAVCBPv6uXTmAkrfANGuCL/x2V8iSD/Jeoaboi7uvP9epo9M0+cK8iv33YLo3MUZi+Jzujg5cATV0eGiuc7eqc+w3xZm6Oab0RBpTbgpVr6NQC9dqoOGt4Tpd1IMVBjwOJnWw6jDESSfjnu6l57REWIOH0WfnYm1iwT3x7AZBRyah/54BMWf4kOTN3NnpUNg00R8OM8ntZsREkF6Zq7R4/k4bl2grzZGX98ASlnAKfkxm2s4zC56gyJetw+PR0Vy66ScMl2qDU2SmHn6ca4eeBS12OY/DIzwa5//Ld7fdR/eSpH83lli5W5uHvg55rSbEM+cxiF2MN1hmiMfxK3B9kyTte+ukmjkOBYbQ1+vsG9ngZAUxJHr0OdxIgfupHjCiX1+gVMTH2Q2sIJDKCNWa4ieGlIogNdlI5he4PLGUygbDhYnokiDLnrwIiht+kyJw+1BOoZBpadM3SwxnnTQ7VdBr+F78IvE0bDbJXRBIut2US34IN3AcnSQJIOGz8PWldPsdEzu2Y3i3XuCbLvJ6sxziJ4W3b0Znr6QJT54mBGvjzgGymyBUq+TjdQ6kglGuIi3S0ehheR2UNrr5FgihicUIaIG8BgqjQq4jCSFnQpxh0j95mOcW/wCtq46ZdmGbUVFqWTYiNk5rwT42ZPnkSSNAbkH86KNRrmMcu57lIcyXL0vizdaxB2u45a2KG7rDCdcVB0Gg7kQ5uJ5WtkcPk8co60ROTzC9D0nkOUEp2LH8QY96OUAfrtGqaHS/KxMdr+Gb9hLuBNBbAjEcik+99hBwpE0o5Uak8O3IZejpNICq1MBhndCiN4yjYktvO06g1EHI1U3EW2ME8tOQpsDlJoRKj6DoOxjqVrj7F1bRNZlmt4GRiCIU5JJaj10KgaFSpByB9SqgtcKEm9GyO/fRBAVztTmELxQXwqTDDjxHmiy1aoip22o5SjGdpic3CQ9UKabQQK2JLpDpW6ECLhUmpEa6baOe8zD4tcNbC0v2cEOFdXDTqVARrCwPx2kZOuwTZV6sEbD3uLQmsmCS+dMfYNH+i7DJRVbW2FJXGUhvUvb1SETtpHzHEJMVUi4uoieFslV2uTX6ngVmKu32BzX6bi6kDsFTtpVstspfn+zC+u5EvMPfIlrX/8aI9sCsfV5mnUbpgnGdpa1QpNER2SrWKT62Fma2TJ09yDccx/U61jFAvrVK8R3rlKptvmdL/0ZlYbFw+efz97xfEaN1zu/5XPtl+2zsrtvfHK5wUt4M6rM3eC9w+tNM7FrWdZX3hJJ3kQ8Hs87LcK7hh+Oj/aJ173U8TtfWqNmjzSC1W4TUVTStiYrTR3/oBuAfW75hb4kVeCWPcfYUzlNpmhyJawTHu8lqFusvX+Uo0fHeSLvYv+H/hmaz0H40DhTzTaBhMZ6sEM4lMLjEJjoSTK2OcrJ4x+hU28iCAIRyUsk5YXUMOtrS4iBGvs7u+StKEdjbqanky+cz1Rgmv9mWWjlVT4d/+cYsp0Pdn+c0/oKSW0EwzuAezhKO+9Bb7WY+tUPc/PBXvyOELEpFaf8e9y09+/gdERQPhMlW83hCqkMfthHalNjqaJz+MgUWrnAzPxlhu+5lcR3cwz39KDtu53/6zN/hw8+fYKfTYbpdnuo3PvPuXMyxV8uf5d2dpDBW/4ef1n6v/Hd3uB/OXo3jo0g/iUZPeVgqDtMeOgg4YvPIQU9fGhyPxG7RkNv4jt4gd3ZKLcd/DgOl4HsCtLZMek/0ccDf/77fKhvkj6rw8IVGyc/eZDqYh8jPoUFW4KuSAVfsBdT2sXM+BitBFmR6qxEbdwq30ZzuY1yb4yf23sEn1jnr5S/IJ8vM5TaT8jr5mH5Xg4+8O/Rp3T8rgiOQIPyla8gVU5it2ncc+hm3AMHOHYoTnt9lYZ/i8PCCM2uvUz0j/Gw/DTdTTsLLQlF8VB4aJF7D97CX2afJea9i+mQj/azV7mSSqH19xGN9DA6rvHg4yretsBHRw9y5b+lGTmiciWyzc3jN/N4o0DFbpG+vMzxg7ewfrpIfFCnWTvKhuDikL5N8MknqJ/oQlvdRNw/hBJr8lBnh/+zfx+lp85hVUzkhIt4y4/xzHkkyYM/NYQj3WBA0QkV7OzFxXKnxsL2FdSQTLVcIqpUsEl2bNMe/EKQNctFWLATDK+xnY3RWXZTCteJOVN0fCrBjkIzVCC/qWDKLkrmLvXwME/sZDlx4G6EeYPEupfAksCaVMXv6hAt1lhNXma41cvU0iXqNwXR7QP4i3mq2y2S6wrpPQLB3H4GvjLL5VwQ100a3aUtnAEbGgK+YBM1XmVO2kt+cZWBAbgYgZvm6nTVu7B0iQl9iuXpFTK9Q3w+f42enVNk9q3SsDuxvHaET4zimN2g4tqhb2gMHQn9AQPJ5ieVNYhkY3i0MJWBXUZH4nCxgbHgx8h0+G74GkOBHm62j7DQWud73gqaeDOh+CKlzAafau9ndl+aCruEdoapdlaoZlVik14W152sRLdY791A9nnxDW9wj+pnVZhDUEZZ1LK4liz8Uojmgkx1NE33ToqnpYvsc0c5H55l1NvPasWBvSYheJpIRRBv2YWLGiW9BV15Eqt+rhWXeJ/Vx6qjyGwsD32grtpY0ZrshK+SmJni2bFtWjaRsd0AzkieLb2GcLlCo6dArdRFtV7lm5rOB4I7KMoq6UoXVa+GUnKRninxO1s+/raVoRUD92YdpadDbaBKTW+yWhS4WXWwvrxC46tX0IfiRKZThO12LJtM+ntPMrO9QVyG9G6FtWwL/eoc6WwXAN863eKugyrf+EcPcO8/v+fHrn35Pl/54g4//ytdL9154RzWqVsRbDdyQv+kHDhw4J0W4QZvI6/X0/yPBUH4fUEQPiUIwke+//OWSPYT8E4VN3kvMzwwysjYFABeRUIWXxyQg10vDXeJ9tnxHL+DW//m3yDo8+KKq7RKBgMjMj6nj5FJkfjeCQBcfUlGPn19gNciAQYnptm/57rB/gtHxwC48PzK8R8k1dXHwdEh+gyTz42k2PvhCVTbi3JE7BH2B/ZzZOgoQWeAoKIyJPj5XNenUKIhYrffi7PrIGrQS1T2cu/UMAOOEACTEQc9dx7E7YwjChIOVUUTJQRB4DcPfYLxnjHcm2uMDE1w1x0fJS7HEQSQJJmQP4gr4ie7s0k8mKDLsnB6ndw1fTc9XhefHv4o08kwQ+9Pcsf4vfytY5/jsDeAT3FyuKePo90+EkNDDISmOd7Toa8rSsiuIQgCDsWOaqxxcN9+Rj7cReKmBBFfjIx2P33DSXpT3Yibc3hI8z7tIkYszsHkKLJd4SPT3dy/b5CfPT5C90idI90x+l1+nKLMQCjJTUdPcNxZInT/fUQcDhQtRLPZQFw1mOqbYvqgE12xoXi8rBar9AZVhiIR/MYut0gm+7sj7D94E4M+le6Kk0/c9nOEZC/Bgyexv+8IsbDInZ59HLr5CP/0Y8fpHQjRT4DP3Hc/g5LCWHuN3vGjjB3YQ3RoDFt3iqmwm0FnAk+nhVhsI7icuLw2HPuPMhLzsmfPXgJbJdxuiQnXYe782MfIFf6M+aIXVe7lvuEufvHwcabGDmAUG8RkC8Hh4OOf/kVumhhn8uRRKldmGQr8DG1VRjEN7r3tPoLBPbhUB9ptR3HRZu/793CoBCd9Z9jX18N4YJSwc4I1w2I8niLl0Yg6vRwVFe4eCTDp8xJLdDAy4OjppzeepCI5uHni/exdEehdTWKNVPAk7fTHDvG5Q5/l/d0HyX3cRqPWZieSpaqts/TIZbrHb6VvJEHiV44iTIzSVAT0jodT4yLeRy+Q2LYItyz6PAk8ux6CnTp9jlGSkSHGuixmyo9iH3LTwqKvZOGJTRFeh1LDhmC4Ce4L0r1Xpyur8lityBU1RsuqoxUDCEMC9j0mdjWMTy/iE4fIO2pIw3HSvR3KgyK61OBq247QEQlYJqETA1TFIvZIC2Pcy8WfT+DbH+eD42Gy0zrKhBuf3oVL8qM7vSBIKF6Lg7suOlqYZG6cKW2a1Owwk3oDw67SLAe5o3aKUsig3mqxpzRMTLIzkuthLV3AJsh4VIPi/m0Wjl9FFQLYGm3cdR/e2+OE+oJYpkHbtAj3SAiGxFLXEi29Q1MoI2ttHG0n6zmZaqxDsS/NwLf6oGnSXGkS8sZxCDWujmxRKGvEB1bJ5bf566dmedQzh56HPp+N9ZLB2lKA0ndl4laJWS3Cd+U4s3uchNttGh43P3+pxZnVNufETXaw2DRaKKrFfMKk2Gzjbqs0v/gtzlb78VUyrC62MeY2sOJdtB95hFqtQHqjgFZYJtkWMTc26MlcxtR1Kg2LlgGrZ1apZxqveWy/uNim3f6hrB2VCtyYJ98Uzp49+06LcIO3kdfraf48MArYgO/fhRbwV2+mUD8p77Y8ze81vIqIQ351L8bYKT9wO1Hgs/e+H29Qo7TSYGjs+jPY4OhLn8UE8fr2wOfvZ9TjemG/+Lxhvnfv3pcdQxAE7h8M41HfR0B75Wwo3Z5unK7rbxVkQWTq3hiSHIUfKGuqBLzsj44y5PO9sM+jSLj/5s+8sC0JAk7p+jXjlhR8vgCxxHXPjDsc4Z/83L/A2RPnz5514/b4uPv9H+e//N6/4UM3fYzO+Rqy28GR6HUPftjex57Q9fP65OTxF47hcjgpNKr4bB66P/9BFLubQs3HmOp4oQgOgHfoEIKkEum5/kDhS9fxRSxcAZlcJk054+HULfcSM0QueDxInjJCG4Ymw5gdizpV/iqXZsTuxWn342mU+fDBexgf7CNvvf8l3imn2cDun8an2djT58T2rIj96CnyosZAxM3Bk4OsnvhZvvF3znB08NgLetm3by+CIHBLcC/6J8bp8drw+wQ+eHD/C21wCdxjP0pkIMnB5T1gWewb72Hg0En8a0XOlwVGQipRm5fjapz1rEUxYOHrtWOXJY7dcQ9OSebkyVM8bM3iNhsMT+5Fm/Dj778dwSezz+NlOBkm+pufZ1/ERaV4ibP1Gnt6wvydwC247QrDv/Gz6OdilPoGiYse7jr2Yb7behiv04dXVbhq26AtOpn4zGepPpnm18d+la8t53js0iU+fmsMT9XBTqVGt7uHm1KTdCsePJ0/I3Wfxre3qtjDfTRCLsqXthlzROgz7HzgZ8f48//65xy98wjHYgeQ4wKyJKKurKF9KEflfJ6Tk/3UNiZw+YdYsRrc3zfIEbeHP7j6J5jOAHt6buOLia8S3bLxL+//J/zx6Sw7hxSO96tItgDPVors9QTRS1Vc/jg+YYvpiS4O7M6Q8A4yMdRN1V3hE3ce53cDf8mzu4/hduzHbM/y2677GRLKPPHwc9wqXqMn1Y37pimqmTEU/UlkuYi4qzCpbdHw+rF7kiway4TXalQWs1i7GVwHjuMyJJqySCcaRCqL2Et21hrbRB0aHquBnlJwrPl59qYRNmKLyEKL4xsiF7dkzHU7+wsia9hpDrdptVXG8xOIPj9qMc4d0XtZqJiIKYlOn8xW3zoFtY4hN+l1adxmT1ETXPiqGo3bGpSu1Ah0uzEeHuNXxlrcs2XySXEHlQAj2y5apoVD7OGco0Kn5MA1sUZrth+lawnT5UPuiGyM5GgpBg1/noIl4xhXGNk7Rf9shVZxjS9d2sLdn6K+EeQPHr3G/oPHufzsEvvrBwgGTIYvOljwhOgX9zA+/iRXTBeysI1jKwo1EbmVxag1eHS7xNrANuZijXixxH/K/hG/NHIAqdMES2ZMNPEE17hHabLaf5T46l/T/vomc/oUYzs+OtkSZ/7Ps0z90iS+QS/rm1nyFy4zOdaF2DfwkjGyuFPhVuMxapUUSlB98QO9DfUaeL2vOLa+k1iW9Ype9Ffb/07zSvPXDX56eb3W5SHLskbeEkneRCqVGyuPfxK8isiYT/3xDYHJ6UNYpkX3rYEf29b2AwbzDzI7O8v4+PjL9g/47eCfetX+HC43LveLoTg2+8uLVMoOjdHel/f9g4OvIAgceL7kOUAsluLosdte+MzVez15vdPlxusL4HJ7mNp7hHi8CxauYPM4X7HfH8Qd9FGrqHQpdhTn9YcAmxTjzuBLE+O7+2/C/QPbLpvI6BEVp1MiHgpx6PBtBIMpAvePoa/XcAZk5KKJJIlIErgtN5v1NH6nB0/YQazt5uTQMIIgEDzw0v/DuN1DdeAU+2Ou6+Exdhs+RFTDRbccRrVJNM1RIhPzDO8de+F739fXveohHrbVidpfDN/5Pr8++lHU6Ws4uqLcMf1+hkb34PeHEASBD/kCLD67Tq/fht8h4XV68YgJDMti/AMhZIeMS77+2nigd5QHFi8Q1Jsoqko0EWFkKsi8s0237AfAOzGAF3CRZ6z0FABJ9/XrN3zTJN6lKr80/REen3sMTdPoTcSJe+PYbRIfOnoXW7lZJFnmwOFfx2YT8NntSMic8I5QUxs0DQu7Vmc0OUCn1aa5mKH/s0f4bFcf6WqNuMPFWEAn3p+gUXfRrKoUy+u43dNo8ovX5Ie6j/K+lJ1/V/xLBodD9B/4KGv2Aaq5TSTJTjQ2gNLq5p/edCcuzUZPzx72Hr8Hm2ojlVCZa0bZP5mgnpPQ3SLSFYWU08/tvl5cB1Y4uLefR7/wGAcPnWBqKAZDMQBEsUQrrDKkiYT6R7i4KtFWdzlpjuB19WE1y3jtKvFEGPtmAHHnId6vnuDZ8jcIBHs4MdrF1zKPIi2Uaa4u0dvw4zrkQNjJ4q/Brs9GrtimUZPJ6iYngpPMnr1E4GAC0RXBCFXoCsYoqCJze9rsdrYxwpMUrArzB4oIahRZLHGne5D6Wg/njkkc0WM0hWvE/Fs0PQ60hElG0vmAJ46gOfAR5TFVYa1WJmC40TFx6zKZbRtdh+xcfcpBr+kj7a1QiYiUXTskNwdxVp1k+5Zht4bDI9PUGjhjEv6Kk+zmIgzpFC73M7dcYummAvniGkUxwH2OERyeDYabfTwUXsDd9nPh4gwuycbFzCyjzUlMr5dCRUY+ouATe+hLRFmr15isbLHvqpvVzjW2P+nGvnGID+aW6T+Z5akHNjmnzZNbCPFoxYuuWTR8dpz1Dl7R4vzMDn6tRVsJcG52Ecsl0GPWKKt5Ms9scqazhbHTpPrt7+LcGWal7uf2cf8L9+LKcyvoTi/ldBF/MAo8HxPtcF43mn8ElmEgvEUOqGbjetVe7YfGbMuy+NrTLT5wTHvZ/j/8doPP3/XuK1n9avPXDX46eb13xJOCIIxblvXy9+nvImw34rR+IiRRIO587ZeGIAq4E6/NyH4l+vr63tD3nE43DscrG+I/iCMV/bFtbOKL3nGny03/4Mtzb956+wdeMNJvvvX9AKycXsfmcr6s7Q+j2FVqrm588ovX5sHhH3/eoz4F5YSALApMjIxy6x33v7AQSJMFPGEFqfniQh9REKnrNSZu8uKzO/nVoWHEVzHkf/7Dv0RkeJqw47oRH/fY8as+7u8dQBWuy5kSJ/jU55K4PS96pL6vL0EQOBKxv+Jbib2hIfjlIQCOHL/1ZZ97VImxsIYsCjhcbkKJBC2HzGjfSzPD2EQZtWYyMHR9Uurq7uemW10sLZZx2l76RsPh62Kstf6SfaIEmkckFUhx5+T7rp/3kVG8mooggCgIjPinAVC16w9+d6acONuDKLKE4nJxk9NJOne9EpykKhj5GqnwXkTFxmjUR8eyGNjjprSxTShl54H/0kBzGYxN7HuJLB/u8yCLAr96ohdV1lA0i5iikbLdhChpCJbFzYmTuNTr//uPjv4M7kgKgLDdRocOqk0k3icwKCSZaYeJffA4PptC3537iGlhvL4AkehLH8R+fd8vc+b873JnRCQ19H4inRVKT1xiMNCFUdtH+ZZZvEaOOz54gs7f96IKEYbGfDwpCWSyKxyY+BCn1F1O3+LGdvr3GE+EwGxjVub4UC7Fk+ES24U1LpSiWBET5WweTdaoqhW0hElfXKIgdRjyDXOpfIab75R47kqVjXCA/MQW8m6S0e5BhB2dzTsNinqJluUlzTZNnwtnPUayNcVuMIt3vEq6M0T1t8/TmQxwIpFlaSmMZAo4qmU2h21cSTdw1HV6a3HybYErRxf42W9HMNIJepQcT03lKXVsuPYtUvmmG2vNT6DuYTezglCWyZf9IBeJp6PIiRpPBEqMZu7HGKqxuJLB49FornuYeN8mxoqLZ3Zgc3eZQpeK1a6z4DQ56bQ4l23TVQ4yPrJOI2eRaxWY04sc/IBF3x9LlIMqXfs19OxBvvXtRXKhfVjOJf6iHeIzwhr4bSzOb3LSuU31uSz5hTAr7gK9oxZa4HtoTy1xrXsv7XSTlCCQPZ/lt+sPEfXczWTX9XGxUyhStEd46ktfp2fyF65fEO0Wgs8PtR9tNPPo9+C2O350mzfI/FwNAdiz96Xrj8p1i3L95dlCVnY65Csv3T+zqjPe887P9W90/rrBe5PXG9N8FDgvCMLcuznlnGG8PNH8Dd69pNPpN/S9ZKqXWDz1Y9v1furuN9T/D+P2eF/w4AiCgCAIqGEfNt+PN9wBekMHXhKK8b4De37sdxw28YX48g999HMvHBvAIYtEUxqx/e6XfMer+vBq1/e9msEMsP/gTaQ8Lxqp04kAgWCEnx2Ov6Sdx+t7iRf5B/XltIlv6JXpHb3+F85ravowE/0DHI28cqrIj0/ez4FDJwB4//2fotdvx63Y0KSXHlewuZBT73vpPkFg5F47oigS9oQBCDg0JFF41f+NLAqcGky8pA9ZelE2ezKCpCovXAOyKKLaJCJ9SZxehT03afzv//Rf43S6XtYvQDS+D194HLtvPwFV4mDE9cJxxmwvLtg6Fjn2wt8Rp42gQyJgf/H/nbrvFBOpPpKqg1POLmKyi8NHbyEUjr3kuOl0mp+/+TZGRsYYtHu4d3SYyHKa+FCY/BGTsYF+Yi4noQDc9/c+xEf/4b/E65CJud1sF4vYZIUP9nyQQDjO4PCnGb3/t9j2TDB66A68lzaZuOsQA6rC/jsaTEZFolEn/eEAU3UvwpSM72oJUd8llV3Gt/kQe87Z6KldYmd0h3bNhdky8JNk1j9PzN6i2WqxIeqoQRGl4iASGiTa6WacLgwd7I427XaI4XSSW4PdLJfS2HIWhhYjmIxRr2yjDMYxG+DJaKT0LuRIg1xFxyi0ueXScYxEnO99Lw9tL2Ldj39jisDHRBxXvaymdCq2IMpGDwlbky2pwIPyRWaDWQp6EzGXQq+qfFkss2u1qXUsZA1M1WBgskq40eQ77jizWxbvc8rYayLepEzRabAwWyVyroMkihioeJpe6qUApUaIqJqnT80zY3aRtcvoVQ3P+ga5lsl2oYjTZvE+SUecLFGVExgtnVK9TvPKPGq5TX5FYV9+gQdnXyyM0typUJzLYOYLwPNe5koFIhFo/Oi4aGs7jWW+NenuqhWDcsmgXuu8ZH+2ZLK5/vLMHqWaRdDzUnPl3MK7ozTEG52/bvDe5PV6mt8c6+MtRpJe/pr+Bu9eAoEfH9rxSvT2Db2mdlrkjfX/Wojfdfw1G43D9tdmXL/qsRIvXQG/L6giCi8PCelypt6QIfvR6QFg4Me2e6P6+kH6vC8a6z/uwScsvejlTqZ6ru+zy6/5HG3a6/UNvBy348UHCVd/8ke2HT38o9+6CD9ggEuigE99cbzyi698jYTsClGn8pJz9oz2/kCL631MTL58JX8gEGDA/6JevZJM4Pg0g0f38j+WFviFvuOozxv03pHrfboUk+nuJDP16+nOwjaFVLePROg2ukNe9tGgP9pH8v8zzHjcT+NEGLtvif1dQ9j3SGTnVigWoXJiL8eCGr+beRJfR2Qrs86lgoPg1CA2zwLj6QMs7Rqs6RrbGCRKDZxbBeb9Tg73TbHeeJYuLQOtDnJoGT2n0Ze9QrY3yLXju1zqUvEVoCJaeAZ62d9nR2u30atuuFimr2GxGN7lQp8T35NQ7c4QKA4wvX6cZWcZpz+KNiiSMlUetkSEYwaVzXmC/kGcS272HfBxVghRWmkSynWxLq8T9umoGRut+WGsy25c9jr2w1VW63lujkYRKipf3SyybyfCeHeGb12xkX9/GnVDQ5kTmdl040+1qLd0/mzpQQ53ToHbRyCQpZTqRtl8hHU1iBqskzq3xcVaCrVrh9Gmg/qWSagiIrjHeLzwRQa/PM9zRTu5GgSODuNYeZzVh7/LssuD2y1SzzUxr+Vx7TWxTJPWf/9rMhsWXb94EtbXsFotBFXFKpWg2UCIXn/gsnYz143qRh2cP9m49UpUKx2qFYOHvpXlvo+8+CYwWzKYObcMP9/zkvbluonHLtDpWEjPPyzvvktKjb8Z4+EN3ju8LqPZsqzVt0qQNxPzLXo6vsFbQ71ex+/3v9NivCHeyYUpkvjKx54O7H1Lj/tu0FfC8fYu9nWoL8a8D/zCh97WYwNossgnRsJv6Ls/rC9JFPnYJ+8D4D/1vvIDS8Bpcdfxm0gEr68p8EgyHkUiJtkJ2yXu6X3eqOkHF8Deabq4HuZiWRbtdBH8Tg70xlBlge7aNMWyiDLm4s7IzZwONrD5+onlnNi8Ogv1GtOjfYjndjEyMySH3FCLMK6PsLn8OMGh2xnz9rCzkKGm2XFFm+y0FzGf3EMoV8Z18xitVo7gN4ZweCZYPq5jdgrYQgrRlsCco86hiInWDRktA9le1I6TDcHkYFym/AthElcCuEKTLHpmUc4JuA2D1Vk/fUtBLnk2kcZb9JUMikYTdVQicKGL9oF13JESjXoLoSQzs2mRvSrQmDJx+O08UHiGubqTS7kCEQJYHou1QAfHvMLsOR1pb4Orzy5Qmujg8cTJ7QiYjTVqOzFqgoaWhx1HnWv1DrJwFSHcT50mSbnMnAAZBdSJAPXvtFnYuUxXpEr3eoMH/tE3GOz2o1tVYuIGzS0P5tw1queuYeRM8H4ApvbC2gpWTx+cPQ0uF0RjWM0m1ne+Cf4AVKtvidFsGBYPLc5wa/9LY4HX03WMavll7etNi7kLJfQjGt/3ieXKJh3TetVx8O3i3TAe3uDt4/VWBPwjQRB8P7DtFwThv7zpUt3gfypE8Sf3BN7gRT7c++G3tP93g75uSbx6Vcy3GsXn/vGN3gLc6ht7UHgj+hLCPUiai31jk9e3BYGEqnFXlxNV+tH9CYJA/MQBxk7uQX0+3v2eSJxbEyGcspO+7hF+7tjP0GcmiUbjxHrCBEarTPUOcNDnZ58Z4WCsRra6wfhiBv/6NoOpMC01Slj1kKk3KNyhI/oFClUX94ZD+PGyeuZRLloznBu5SibYAdpEhn2oxQZCXUfer+Nw9rJ6cBf/kRp7k0lwFEBcw+Xp4MyMYZZypEUBj8OHy21n67EBtpMd3BrU20WCY0m8HgsxCJ5am12tyTGnk91QHXdY4pGlDE+aF/HN2NlWN/GbLhyGn/ZmHdmrsDlUQ260aPY62dQLxB1JLtjXCbd8nDMkLm1nmE4mWDZLNKsC6yGJoVMBFHuVhZU1xEUJh1Lk6vIatYBKVUlSm5lnwBHg6fk5YlaH+aCO3NsgrW2jzNSIyTXqmyrpP/gSS+dy6FqRh9aWsFwerN1drCcehSNHodO5Hr6Ry2JWG5DdxapcN2CtfP5NLRpWb+pcLq5g6C/ts1ho0NFfoRgLkM+00I0X20uiQKX+6jJZloV15rk3TeZX490wHt7g7eP1anvKsqzi9zcsyyoA+169+ZuHIAh3Px9LvSAIwm/9mLZvh0g3eJO4sXDzvcW7QV837vHXzhvSV3wEUhMv2XWbN/Savy6pygupJuF6msdhn0KfI0H46Al8wR4OukbxyHb8Lhd3Dx9lX2AP9aPTHB26g17Zz4G+KZwT0/zsbZ/nYDSOTZDxKTI1SWJ3fZPEV9a5a/gwtx56P76vzRDJ5HEeqJDTSyhZE5vQRhtwcY86Srws4PQquB0eWoEK1b0CLqOBqxlk/ZE0PtPGdk8UI9XEm6jjPOqm3gwze4sTW6yCPaww4Gjil12MlBMoVT9OsUa66mB5J4JZcjM6auNY/ThyyM21Q8sUdgoMdgYJ6AmGbAEcdhdthwevt8B3XQUa3jbVssCuN0NLuobSzKC4M8z0bDDvy5DxBkjfnGNno4YjlsHrdNKaq5Nvmzw4v8C2U2Wyd5RSqUZ+dIMPGyEuPalRqNgYUX1EDZmay0VbHqRhiOTSMh1hkXPtKk9+5csUf+8bFL/ybcxKgfqzs7RqDf7NV58i+8RVlh9tszZjwNbz8brPPQ3tlxuzPwpzY+tVP7u0sMW2vovdIdJoWVzbuL4OqVJqYHRevibJ7FiUCzot/cWqiF6nQKn2I94q12tYO9uvS+Y3wrthPLzB28frdV2IgiD4nzeWEQQh8Ab6eN0IgiABvwPcCWwAzwmC8JVXy+LhcLz70tLc4NWpVquEQq99Qr7BO8sNfb23eCP6EuxusP/QAlP5JzcO/sFH/xXy8xVbQ6EwoiURMgxiYTs5vY094OXIR3xQaRMaTdHqiTAyEWWrVcOX26DXITJZURnsu43o6DIXfCpW1yTyHR9nonYF5/0f4e//q08xFe5idChAy93G3rLRqyt461CeVemelkHU6d5t4vCOMdNYJt/u4HG6cMyusmfaoCsooEsdtBNxCl9d4770EOHBGUzXCmW1n2y1TYht7q8lebhrmXjZTqri5qofVLeN3qyTpuzkXEnCCFbZG+1l5hpIdo3v2dJk3BLVPavE15PcNd7FZjPDfLqIeRYm2kkW4k3SCyK2uoh7TmRmX5suV4KdWp56usF81w5pzccpcYc9wSCzVZ3uZBzbbo2dmkkkucpiLU0zMMCWPMxfT30V/6WDxFr9PLFdpUta5bRp0WMW2NlZYPs719hoiKibLuZcFVqbJsKKRmH0Mv7xPSR3drFWc1iaB6G0gxTxIYomQvh6yJB15RKMjiM8HzthGiadh59G/Mwrv/XK1XREzcIQDbJlk3Suw3BKplKuY7O9PC9/uWQQDNqo1U1CXgm9A0GPSKn2I7zf5TI0mz/ZBfsauDEe/s/F6zV4/y3wtCAIf/H89seBf/bmivSKHAYWLMtaAhAE4c+ADwKvaDTfKG7y3uLGgPPe4oa+3lu8m/QV+KFFn76A94U1KF5Zpku1Izs9WK4w0XKNjiEjiCIx1cmHIn0IVp5+5zDd4x/APGVgPdfhwe0FDqa6GR46isel0XtqLzcNHmKzdYVgvUW4f4yI5KF1tUOoKNJlHOV0KUdqsB+tYXF5PY1HLtEddeF+xsaFdY34zU12uuMIlsVEpZe2zcs1Zxd70ll2QiHM2g52XcftW8RSqgxpAZYuZ1jtalNtenEWauwm2qQWHJTH0jgWY5TKFcRwncwSDG2N8GTsHPlNmfUeGxmzzliXA68/ifrEAMm+Og+XnqW70IPpfZSLtRz312/jez0PMdFUiXb52Nkp45tZJ62HKXSqnNGeZG9hH4eNLNaeKA/OVbgzfInzoTgF006hXEfpDtPRvYzX6+TccS4GYsxunGZsJU73po8BeZOri1GGVDsro3GaM1d5/A++yD0rOo7QLg2bRXzxe9AVobBr0Yx7SJ46grW8RKvSwX50L1a9ybl//RyDxhbujklpqYwvaQPVjvB8aE+mtIPbo9HstClVTfTnncuVUp2G9PIY6nqtg03M0mhGARtt3cLtEF7wPL8ipSLC2+BAezfdXzd463lN4RmCIBwTBEGwLOuPgQ8DO8//fMSyrD95KwV8niTwgwlYN57f94My/rIgCKcFQTi9tbVFNptla2uLzc1NCoUCi4uLNBoNZmZmME3zhdKXZ86cAa6XwjRNk5mZGRqNBouLixQKBTY3N/l+fysrK1SrVWZnZzEMgwsXLrykj+//vnTpEq1Wi/n5ecrlMmtra2QyGTKZDGtra5TLZebn52m1Wly6dOkV+7hw4QKGYTA7O0u1WmVlZeWn9pxmZ2d/6s7pp1FP3z+n+fn5n7pz+mnU0/fPaXl5+V17TufOn0e22Thz5gyyIGIuLGMYBnNzc3QEk2wpTzabZWdnh9puDsuUkZo1Go0Gs9euMT0pc7u7xSf3DWFurDDocHEgdJjpiI+LxhZRVxizDgPBOMndazgTBUI9fQQ1ESIGlU4Zqd6kVV7F1Wqy3xMltemAehWbL0divU1gIEp1ssYlf5Rc+RjlkMKevTECrg5Gd4PJchjVHOCCc4hnxuZp2VNEP3mK1h1Nmi2dYqDO6gYMt2LU8wW8NTcb+RmirgjzA1lKAnjtTuwhje6UReOmAkvdmyRik9w6fTehaRcj7kl2PUXWzS2CSh8eFMpqg7mYws5GgHFtmoajjtXp4GrBgyxxUS6y65Mxo89wMJtk4fYdvtRaQhcFdnUPZs6GdDHDfbMTZGUZ3WbicDdBrbLd3aYxJCA9bWNwTqa4VmTutx9j4aln2d1a5Mqzj7H+jav8zheK5BdWuBJRufbV77B8dpaFP36I0oVVsvkWhX/1u5z748exvvRFrv7On6Ff2+DKt77JttHGqKk09CaXZteoNdosLi6Sy9cotyw2N1967aXTWXLpK1y6NH/9mjt7AacmcnVu4VWvvfLmJmWEF669r517/C0ZIzY2Nt4199ONce+1ndNPgvBagvsFQfiPwBHgGvBN4JuWZb31wUIvHv9jwN2WZf2N57c/AxyxLOs3Xqn92NiYdfXq1bdLvBv8hBiGcePtwHuIG/p6b/Fe1tf3J7kDB66n0rOaWazGLqJ/7FW/0zANBEvgW4vPclvPHtyqm6dmFtj5B/8/Er/9/8AW8HF68TtsLSyQKyaoPXWB6odD/PqeXyT41W9zYd4g53GQd2p4dm1snmris0p8qTjC3/imwNmPWbjtIpkvzHHwkzskn+3nQsPDgrTBlu1hMomPcdN4E7lpo/N/zPDknVcZWR5l6PAhvmP9J3qeHGZTKeOK9pJ3zmHbDtM6WCa2I3KwmeBKocWSWuLwtTEO3mGnsFLi6opONZbjSuMCd2mnmHbq/F/iM4x6AjhWPNTRaDV36LW6mfC5eaqQw1FxkS9lid2X5YA5yh+VqzTP17hTTDJ2fITs+Q0yVYOT9iAX8kXUlMAp+zWubRwh696hFtDZuxXD79VZq1jYtzRGp8ssxK4h1AX6tyz+SW0PnzjSYvdj+xj86iyRyD7q371AtE+jXtaR2yWsQID4PXuoPLaE3J9C7mzzvoc6iKrBp6aH6RqboF6t8dHbw3zy1x5iPVfnwf92L3blxXUL//YPdll8/M/4xK98hluO+tgpdFhId9ANi1umXznFo/X0kyBJsHc/gs3GB8/+C768/0cuh3pDvJfvr/8ZEQThjGVZB9/o91+Tp9myrF+zLGs/8P8C/MAfCoLwlCAI/1wQhFPPxxy/lWwCP5ikNvX8vlek8WOStt/g3cWVK1feaRFu8Dq4oa/3Fu9lfVUqFSqVygvbghb6kQYzgF2U0SSJDw4fw61ej8u2qwqhz96LLeADwBc5wExuEVckyq/91t9met/N3NQbo/uOk9iqZeTsKNYWmJkiWl3gytw6fnuHNTekpSJLVgn3LRGcdgeqruBt2Qg6g8R2vLhED+7qKvLFC8gDWYQxJ9wf4bnBBQLVAJcDM1TGRA42wnicDezLPvacncRci/JwuUOlBcGAm4rV5M/UR3gudI7swTTFiV3kaR+rthqiAt75COJ5F2e0Ct66HVfZztWuPF+vFdhqOWn2JdkoG1x9Jo/uajNfmOMT71fJ1Hf569AX+LLvNAvaJlc96/jENv6RNnP0cqm9RMN08qeZxyFk8Vwxx3nZgc0pUTCcXIlGKVsJtp0+VhsXeO7SNjsPL7C9Vmf+P32bes8WWnaRerXEN4t21GaO5WWL5fNLrOTO0GwL3DTfIrLVgIcfY/nJ86xcuV4jrdQyaSgyrfZLF/iZHYtmpUA+XwdAN8ClCYRmnsLqvLRAyktwOq/nmga29eKbmgHk+7yX768bvH5ea3iGDGBZ1qxlWf/Osqy7gduAx7ke1/zMWyciAM8BQ4Ig9AmCoACfBL7yao1V9Y2XdL7B28/09PQ7LcINXgc39PXe4oa+YKovxbGP3ImJhSQIjHjDyGYHn9NHbzLJ56P7kQQR11g/geO9RLqD2NPdlFMy927WSJdEoqLJxQMKel6jUxMoxZtsiQHaRYt4bonxsIl9aIxgCzw6BHZz1AcNDKfFiBKnoRdRe0Jwohe5vx+1R0Owefho+yZMPYqudlEJZnDGUojDKusjO6TbHbo3wsQ8Cn3VGNV2ky2xybycp0sWqZQNKuESQtpONCyztLVErd2i7tsk3VXH3zdAUO/hW98ts7fHwQP+Ile60xTmq9SdGUYGTB6zXWXm1BprhoJoFLnmzyMNX0Osd/h95WkeNc4idedZDJssBupsFkIsbMWYmxlHrXd4rtxgabafrNzm28EmfzHg52pU4FJ4h+eyPloCnP3WGq16ncekGa5WstRMhUDG4JmSTP7JLNXzHYwrZ6ibFjbRorZbfEF3pmmhd3SqxSKl0nUDuG1Y6E0D9+4qFPKvrnjNDo0GlmXREptUW603/dr6/v3VNt58g/wG7z5ea8q5Z394h2VZDcuyvmFZ1m/+JK7u14JlWQbwG8C3gKvAX1iW9aqPd823YcXsDd483ow4oxu8fdzQ13uLG/q6nktXkkRMC5ySzJTLx2hskMP9+3AoIjHbi6XMj3zsDkYPeTh1Xw//8J99gsmP3c7Pba/ykYqLT905yN1j3WgdAcHTJGd4kdwKnrBBj9vP/sEEvQ0XU0YPEXeEhPt2ekWF1VwevVVA3NXwOgaJC4cpjI3wMXMbMyChfL6EGO1nKHMYKRIlFu5QG9uiX26zUwwQ6eQob0ex6zakYI30Y8PkJch5GtjtCiIwPaVijtvQt0v47QryoxrekJv0zTozjW3mBA/+070gidREge4RD/O2BK2ggOkv8nVjnpmCTqxf4fHZIqPJAJcqy7i1GG6rwR/7nuLZs8tELzhxzgs8KSzhDk2SbzWw1k9jW/PwnENFemic8qEWUaOPej7HV3fblOeeor5jcWi+w79amKOhdjjSUHmfZ5tBzzxjeovW9x7GJugEjBql1TQ7X1ui9r0LVOcX+PPVB6hGQ+Sy1/NG6wY88sXnqPlikMu9stIFQFEol1rMGwtILtgqF1+x6X986sk3fG19//768+81KFbNt8SbfYN3D6/VaH7Hk6I+b6APW5Y1YFnWj8zYoWnaj/r4Bu8yvh+veIP3Bjf09d7ihr5exCXJOKXr8aefOfk5NJuAJr90enP5PcR7FfqmVFRZwtmXxGl3MX1TkE8PBfj8wX4StTp93VF8HYFDk/sJ/9p9aLKdfQNe/ua+IbqCSaJHx7Fni3Rd3osxn0LZ3MHdKnLMf4ih+UViYouO78Nc+xst8hZM+XQCyTj5QBCfEsIfqaHoDTwFG43AHopylcDGOLdsjFHvcTAmTiA5LUY397EwXUbxWGiuADo1ZEOjGdpibuw0xWADo9PG3lbQllUC3V4cdidPmQ4eMsos2Js8+VSTrvYAXxTrfMVRZa2s0zF6OHFzgJpsJ+PYYFXaYVMpsaNkcVRgR8vxiX0G/fEjBESTpS2dDx/p5XZ5B309yLK2yIH+IletMK5bd9i+PYmt4uBkeRqPVMYhWrgDBkGvi1ZTJLcIEaFKbGOJxQfmSP/+Eyz80bP81e/8d9zmEN5YnMJWke1sk421HTbOPEQ+2A2l4gu6My+fo0kD03o+vMNm45mLNebqa9xR1lgpZfnj3/7Cy66LbywuvuFr6vv313be5Pe+Uafx5juzb/Au4rUazWFBEP72q/28pRK+AW54mt9b3PCEvbe4oa/3Fjf09SIJzYHfdj18ryfcw4GE9oqFcvxDDqL7r8dDC4LA3f/qH9M30nv9M83G/U4bg94w+/xBZLfMoVgCVfYCFSbvCFLu8eHeu5dyfZvDtikORYKkHAm63YPIhkB6eRGH0GBbCaO0DPRvf4eOqKF3thG1DvalPgqmDcvlY3N8AsOMsNO9Sn/BB5rERn8TWRtgtHKKQiVEJx7GVUnhy/cTGY+Q31MhP5klavz/2bvv6Diu+/777zuzvS8WvQMEARLsVV2iepflLncndhzHJYlTnMdx4thOdYqTXxz3EjuWbVm2JFuy1a1GSZTYSbCg9w4stveduc8fAClKosQikcAC8zqHh9tm9jv7wQJ3796518u6sZX4ZACnZiZoihNeNUVlppmWZ6vx59PoPWamkip6JIfb4iRcNI1zdRP5vI+Dio0XW4do25GmJOnG3Zzk14lHmXFnmS6fxGYPsdJpZrRnhvS0iQZ1hgdCv8I8YqHbMUbKtZqLwiH04Gqs5Vl6mrwk9QiRzGH2ObppqtdRvTlSRYMMOzejTXYzk51g8oUuTPow48NBGsvTVMko8ZCP1RMvMPi1h+g82oe1pokDh/v58fDzpEMZZC4H9/+cuw48zWh4iCQgU0mi4QydO8e5MiLY3X6Epx7edzxnGY+jd3YwHA7NriDY2XHGP1PH3l+Z6T7sVkEqa/Q0L2ane8qnCrhYAD3Op8PoaS4sRk9YYTHyKixGXi/xml6+cIZJPfmftFc2pAPuwMuuX/W+W5iRKQJbHOhZHcWi4PJ6SSuzJ6XVV9RyX7SDTN00jQkv5nVF9AcV6h01jGV1mi5cQdTlxZ3PYx7upmnIhJ4301wRJugpJnQ4TH6LE6WonPLKHEW5FJ7oBsotdqSAC6ayHJpJklZsNClmUpVZdHQyBypxrFNJZicptzmQ5RkaXTrqriZGo9P4YiYu+MlmxiczyGV5SmMQmnbgKHIw3j6McOvUBd1MuceomVqOa7SS6VCQeGWClfnl7A8eoGS5k93mDGl/koef9tDgipGywDIRYPDZF/C4FX75xBQ3tNRzvwhxTYWHbCTMnpEka2uSqNY4+3xTrHfEEN5mLB0hnrf14p4uwiJ1eu0qZqw85RjFFLNxueLiRnsfLzpamFTyBJ6dgts8lAds7Mn1E+hqw//g/1H5gSb8fTke+nYfRVcNsCk8xd07ndi5iKGBCBXVHqxTfUyptUgpZzMeGiQ1PkYwlEAGp+HoYURzyxn9TG3atAkpJdGxQW6/aQXJjCRw6s0MBep0e5rHpZRfllJ+6WT/zmmFZ0F7vbNpDQvOsfkYDYXByKuwFHJeFRUVVFRUzHcZryKEIKDMLpyhWGb/jK681IdQZhvlTVY/7/CuoKKhmNY7ytlyvQ+PR7L50lr8A92sXtFMxuWlqrSKLZsu5+Lf/wvKL1K5aoWZFjlGrU3ntmQNJUfGSVcNcOhwJ3ZTFt3uRGhJ8nI39lUO8rFppusOcnlXBV31PlBMrEjX4nS5CVoVJgKT0Klh96YJHLKyvqyI8qFayvViAh4Nmwky5Q5qRqqYbAihrk2y4ak1BGwugtKE+5Eq6vqr0C52YG6MYQm6qWlfxYT6LM0TDeRVjSn3GFq5xObIMBFXmJ6uZ2+ok96YifGuJ9gnR9ArMkRSVjJjVvK2NDZrkkx5iPCUhemszkzczQFTG/mYIGuTHFg9TrYZNGcUPefAFZBUl6eZOWLBHNPIlAwR3jDNwewY8XGFo4PTBB/fSUd7GSsm3BQf6uSJtKA3mqCvd4yoppGVJtxhN5qrhb7OuZMHQzOEdR0tayHe1wNjh45nLPOvXs4bQB7Yh4zHj19va2sjlYHYzDQ2sySVMXqaF7PTbTQXFK/XO98lGM5Ac3PzfJdgOANGXoWlkPNqaWmhpeXMev7mi9XspNhZdPx6g8XHNWuvo7ypCJvFRnlJFS63m/xVa9m0rpkLy/0IaSXg9FBU28ItF66jpt7BZR4LoqaIqb4qbM4AG6Ye54WsSmtEoBYLNLNgd2kvto1OHAEv1lITemuM0ZIBTHZYHlrGiuwaJotj3La8lUd6ZxDlEapWllM5MgnLJkl78yyrrGdqeQxZp5OtlPg2ufFf4sZqNnFt33oiqoeSlBfHlJVMZZ7+1n4Ca2tZ76pjYiBFacKLU2gMW6KUO7P01w3Rno0j7HW48yW8mI2RzzvZ0TbDE+o0zw9G2I+JFyr6sDkkfeksvXsg77bj2yvRsxkC0wF8aoLBxhBul4Vdq0JEQ3m6ciMok2GmilOEiiTuxyXqjJ1lo06qI0m2boqSCw0RMcHWqCAWy7GvP8HFkTyuzCg5TWDSNRwksZrK6HywHb2zj+lHHuG5Z7shB7GxYWRqmtHpaR59Zh/y0YfQu2cXU5Ejw7P/h0OQz8PcFHkw+/5KZHRkNoGWThjDMxa50200jwIIIf7kHNbypslms/NdguEMDA4OzncJhjNg5FVYjLzODyEEy6ovfdltW5dtRQiBEIKPX/IJWopWUGRz4DVZ2OQOoHvKuHBFHS6zQpHVhK/0clZaJiiqaCQeHGd9oIHYqpu54pos0YomTFuaGSu2skzxkhgcwt7kw1dag29lFvX/9uBzRBhQFNocOaodreiak0jOwrDdRqulhXC1jZHG5VBTxX5HkElXjHjOzGSZSsoRY3I8weBFEVZaS2gptVP0DidJb5ZcRmM6VUysIkmmHqwmF8suKGbvxf2omEnj5omqHcxY0iyjkqIWDyORMJpVp6U2QCrsxTXp5vlQGH00x5ZcC6FxJ4OaleKcjmbT8XfXUtkoKVYlN2TK2N+expJ28p1IL+kOCwmbYG1dmvGregjG9+N+KktZRmO1LOHAngiDdhMx1YoUKjvTyzA/Y0WUmIlFx9jclcekeCkaCVFlHiJ8OMLzD/yE/NF2MkMKxSkr4fAUuakgj/6/n7Pr1zsJ94wy/evHaX/mKWb+97vomQyMjkDTctAlUtfJj0wztOsgwRfaqQtoZJNRUhlJPnXyXurXYsy4UThOt9FcL4SoBH5fCOEXQhSd+O9cFng2FGVRdqAvWmVlZfNdguEMGHkVlkLO65WLmyx0Jzup8BirakUIQY3dhc9sxW9VsVlMqKpKvdtMqU3F5W7E7aikvthLJDRBcXEp0lXH9Vv+AHdzPdVNVQQcabLKdaypqqB5qx1tfIzBnilWffIK3n1pnGGZwJQysdbfQG5nJd6Vl2FS3ExeLDnw2bXoy32Mu53g82AvUjGPrcQRrCDjAG9cENuQQK1UuU4vo8eRJbCiFCHgxvENBDxmMpoJ+S4LU70NHGoepSHsY9CeITaZpNzkY1Cd4sBVR1DDKvnVQZKlaQ7PhKgutzJ1ZJTKhA1pt+GIuBi3B+k97KG41ISrJoGnKE+JZmPndh8zgx58o5LxxBSpbheJyi4qfSacTQrhfIz9eh+JujCOxkrG3Rr5GjMvBCJ4Nx0lYxKMr67Cnb6QurxGucgydFBwZFSlpeQFJpw6jp5hYtJGb5OVt2dhfHyC7rb1HO7tZnJgiM62KdqifhKP/IZD7W0M/L9vkXhxN3i8SKsD/ZnnyR7qw/1CF4fvfIp1ziCxg+10TU7w1X+8j1wiB0AklULX9Vf9PEgpkdksMhRCPvAr5NTkOfu5NLx5Trd1+W3gd8AKYM8r/u0+N6WdvfgJ440MC184HJ7vEgxnwMirsBRyXnv27Fl0s39cW1KH22TBYRKU2GYX061xmXGYFYRQ0BxX0Fruw1FSS1VlLcVWJzPCQnOph2uqXVy6po5QdR2b1q7j8sYiaqw++mMDNJVUcfP6KqbqTDSYPfhVB/5RG45iH/6qZkJ+iTlnYtxlIuwaZnldDR7VgXR4KHJ5WKZcyooZPxa7hfF1GczTFrpqRsjXJbjx8Gq2Ru24hZVRd55VnSsZ1hM4VBfecTeT7iirSj0kXR561D5ibp2Lty7nIm85Q2VBJkeT6EU9iLgZn2pGZHKYcir9aoynU92kqwI0NsdwV6aJO9Pks0kGop1Mx6KElRzd+QiH7Qf4bWiCyvQyQsUpBuklUpzmUDSIUl+CxAQrB3hkMMwy7ySDZROM0k+rbiZdG2WsS9LmdlOkpmnJ7EROOuhOW6i1hdlW0U82YuZpSzXTy/LkiqJkM14SqRTdpWMcSvl4aNfjbB85Su6JR8klJ0kf/i1jj7cx1nYAU85EOGpl1/ZeRiNhnhzqpPeFIbJ7j/A/P7qXvt/uRs/rDB7sonfPEaSuwdQk8oH7oKeLjK0KeagN+eTjAOzoLIwZwKSmLble8tOdPeNrUsr/FkJ8U0r5Ryd7gBBCyAXy6r3ep33DwmPMdlJYjLwKi5HXwiSE4Ooqx6tut9lsVPldXH3t21jTWs/EUDujqon3rKrAYzWRWnEBvukevHY7a3x+NlW+j2ByEmkew2GFSxq9XLVsBfkSO1p8N/ePO3GhI61FrNNtPDI6hLmoAhkKwkSUUt8ojhoVh1hNrGQaUybLSMUE8Zv6kIkw8aIyVisOHJ5eKrQSfl3bzR3Pb+LRTU+wMtlKLmyncjLAbk+OYpfEbLHSMtrICnMD5kCC7ykdmBMu2mQPgeJVaH0JiqptmIWD1JjCYPEw4TVhAt2t6DUdJHvMTFiHKPFXs7XMyr6xASL5GImH4KAYRVb3MB1zkFenCB+J80ymn/KyFvYlg0y7h+kbqEddZ4FunefCO2gqrmekJk9PuJfhoJe1FpW21CFuZiu/Sjq5cneQO4PdXHhxC/7EATxeO0wKLE4FX/opvhcrZcPWcrJPpXDumeF744+wpQ5aPFn6errx14SwHnUSvqKT1kMtPDh4kNvVONv/r42RCjdH47vZnSsm/J3DaP44upahnlG0mB3TzW8BoZL80o+wfOo2Ul2HePjFHezqaeGCGhOKfbaJFumL4m3wABCK6+xqz3Hd5pdWPpZSomc0VNvpNuneJO1HoCgAFZXn93nn0en2ND8phPg08M8n3iiEsAghrhJC/Aj40JtencFgMBgMi9RrdfCoqsInL2/GbrZwa+Na1rs8eKyzDSKf3YqiKFhUhVJfK5WBMtbUrKFE1OMsuogPbVuLvcKDIgTrL7oW1eTgXZua2Vwd4DLvckoTkuy0HcbHqenPsWpVJcruUbLjbSTL60m2B8l39jAsQljTCdyKG1tdgnhzgmSNDZe8kUMlY3Sbwlw5tBI9GeGC5MVcHK8gG7ChuadoiFWimJw8uSdNX9SG8KZwLS/GVWpGCfsI5xUUr5+ZyAgDGxKE05Jf+9LE6jRWjTURSs/QvTpG55YJiiJ2zM4U7mk3VaEV9D/nIpzQaYqWI4dyTEbs7D0yxGF7HLWrlJqiKnr3BFHagoy2C2ZKdS5JSYIlU6jjh3nQlGZnOM6BdI6JzDDPjg/iCajYUuCwuimzRChy2rB6s+wpn8Er8sTcKRy+UjrTCmszTUQGSpiMW3FbqkjEN1G5cYoqzUGfLumMvUDHiJuJ0Szt7X0sVxwoDz3FVGeQge4Y+aMJtAO72PHrnez65TOMPbKXHfkRwiNBjqoqQ/uGMQWzzPzgN+T6x0h1jbHrS48R7o3MTm334n46hvOkTzjhMDuZZOrh/vPxI/ty0SjMvMaKjIvU6TaabwA04GdCiFEhxBEhRB/QBbwH+C8p5Q/PUY1nbIF0eBtOk7EYTWEx8iosRl6F5WR5XeD2H7/ss1sxKQpW9eV/viuUZlSTG6/ZwnQ2jVVRMJkVWkodXLCmHrvdQuMyG++/6jJaJkpwpbOU2q2siJm4rrmVqrCDCpeLlnXXoIWyNB7tpiwO9a0VjEQEU7YSvLEMzcLLkPcwKSWEY1wwXWbGrRfTc8E7qNxQT6xCJa6CJy+prcyQkzo1b7UwlC5lJHAAU7aKfp+N8otyeAPL8a3w4irWwB5C1QXed08RVyTpimmeGfMRqLWzrrGepvxq7OUelM4M9nIzyqUqVpOHfNhBbjhP6X4fgVE3FpOTVksD/gusKKuz/KwjzB+P9zIyM4OvVCHaP03O6SbqnGbKNcJY3s5EUTX90Tg/XtFLnDyDjgHcDdPEzOVUpVX0iQE8QiOomMnn81hUCx17/diaZxjqt6CUmrFkKti3sQebycGgorK/bBpfeYi3mDOURiYp73uEUdcIjgGdnhdzdEQmiH/zaSZ+9hjOVIgnH/gdL4Zm8ByZILNrF6nOJ0jf9Qsij+1Bte5n18EjyF1Pk+ofpDKgEAzn2P7IM2SPDpA73EYuPLsUYXrnIfb871MAyJOMpYbZNlI0kURPJpCJ2eGs6Zmz+D0hBBTQOQdvhtNqNEsp01LKb0gpLwHqgKuBDVLKOinlH0gp951iF+eVcSJgYfH5fPNdguEMGHkVFiOvwnKqvDw2M0UOK5bXXZhFUG11AvChljIURaHS6kAVgsqAg7VNlYzEhwkUF3PVYIgbmxu5dSaJo8xCZXWAYFSwJ2SnLmfiPQ0bseaLSBWV482oWJxjmBMJLlN87EgdZbrRTs4GjlQEk9NOvjRFfGsJJcGH8a4soXLazgW9tXiVazBXe0n7zchmWFeaILM8gt/aSqXJh10LInKSqeoR9NoSGibqSOcF5deb6feFSQRy5LfphEumGSHFSMJNVeYiXFkzXp8F14iVlCvFlHOaPVu6mFoZQdY7GNZyjOYjlD/rpjpQgW1YosWrGJhOk/VlmLAmwOplpzpGV8co+/uDDE9N0JfPk+twEDykE+tMonkEZpeDoVGFrKKxu9tCOCcJxxI8N5ljPBpBOTSMZcqN5ksTrRsjbS9joqeI/tpyRsu9pNV9eEWKpHsV+UCG9Edq0UuzYHOy88Ake3a8QCAuSVc8gZUsmX1PMvbI70hONOL46QsEf/Y409EURw7vpPtbP2Pv93Yy/NBOhnc8z/YDfYQms/T838Pcb29DT2eIfvN7aG27ZldLZLaxrB05yGjfED995/fI/ve3kC++gNR19n99dj53nZevc5FNpdBeMWe1lsyhJXMvm15vdCbI0cGBM/lRPym9p+M158gGmAlmCU7N3wxpZzwARkqZA8bOQS1vGmNxk8IyMTGBx+OZ7zIMp8nIq7AYeRWWU+WlKgoX1ZVgVl+7c+hCX8nxyxeV+ADY4Jldp87pEay6wsePfnCUK7b9PssrrsPTXMf4oX6KzW5y0k7MCr32aq6ICzb4K9DffjOD7AG7oK8jxhZRjEvJc1jbRem11xN6VmNmdAh7vZ+smiSXFjhbOhgdq+ai/nI6t1VRXRvHrlQzcEEvlXoLvaUxEhdO4olmsIXLmE6kGNFsVJh8iBVBrnthPY829mKeFvhNZvrTM7QWBzhYNooQ9ShFcbDkCW0OYc7Y8eyB0PIkKauJTckS6pQc+0wJdIcLR1eMluBWLIcTtHhXErTm6BwaxFNRTNieIh7QGeqI4ouV0u9M0GgRPL17hiOpFNkRBbsrT6zBijpkoac8wq7uCfZfEmU8WI3VNkxFchn3VO+jOFxD0cEQneYRbpjajL5WkGlXUCIqu01RnjKH2eo5wsSREpq2mIjquxhv9mNJxbm67mo63c9xqDPMgS3D3N0nGY6kaLYdpcGymsjIEE9cIxh+dj9l9SPEkzmu1II8nNbo4TAd4RyOT2cRFhPXdw3Q9ovfkelIUJt/nqkn+xi02rjp3ZeSue8eBqytJLQU46NB9Kl2KtvrCR0cR89k+PbwA1zvfBuVzmkszmLaH30Uq9tN86YN5B59hChNmOqrSafyjIxINjbMfngb3LUTPZtBen1gMiGczuM/g9lYDi2rYQ+89vkVx1Zp1LY/hupyM6EK3E4P1owZk89CajpFdDBOV1hitQkCJSUn3c/E3iliA1Ga3rrsNZ/rjTjPo8bPD5NpUR7WolVbWzvfJRjOgJFXYTHyKiynk5fLYnrNnuZTKaow4S9XueDopTSvWIOnrA4A3+omVtlrmNTzrNxUzGrvRazvme05TOh56u1lTKgxpkY1Pla9kYjahmdjM3UiyP3bBFdPxKhXIuwmTWSih36rBxEz88K69aysn6a4bIKhHRmCfh3fLheh5lKcVQrxviEujl/J7pIQ+/VeNicruM5xMeV5B/WKF6tVRbvKS2JPiCtllO0xM6sTDWSOqvQ2DZFcD8nRJJYDKv7+SmbWa2i+GA1uM49HNVR3nPqSFhztDjI5nQqnH90XJ1ftJCus1Comnis/Qsv2Ipqb/EykPThaZojschKtd3DTKj8PRXcTdVqQviL2u3eS6fHRJFrojh0Cv2TooEakIUxTtJVQ1WFSziyOZb3oMke+voq6YI7n1E583V4eHcxiSQURnWPk4yluUEsZ04ppWJej2bycn5X1sk7z0yGGqHSuYCQ7SnP1YRSXh0OTk0xV+VnWlKShI8loSxErH/cydpEfmYyQaM7QMj7Cs7lL2HdfL5+qkOx5sIMpe4JHij2sDdxP+PAReoXAmo4yGsvxy6f28847R7EWr+Lzf/a/PL6sm7GZzZSGH6P0fRsZ/t0uljWW4Optw77nMEeGsyx7JxydkmguHd1iY/qRwxx94AlsZY1c4N2HUlyMXLnq+Jj9O59/kVX9ZWz9YDXanoNkV7cQTCgcaJvk5ssrmdLSPPm7o7z1ps3Es1m8UxM81LWT/NPwtmtvpOiGGnZub8c3ZmJ7JIHVprDl4pcazX1Tadx2lWKXmenD0yRiU+SjlXQ+PkjD5bXYi+1n9V45mUU5jkFV1fkuwXAGOjs757sEwxkw8ioshZzXpk2b2LRp03yXcV6dTl5O86vHNJ8JIQSffO//xwrfiuO3Vd92BR63C7/VxqqylXyodSs3ve0DAFiEQkD14HAWs9VeRb7Sg0P3snLNSmxuM2/dXE5J2oOUdiwmO415C79NryMnSti8ooHcj5/D2q/j3OenoeoSzG4JY8soOqBzc3wZQk8TW5GjaqYOR9ZNxaUB4hc5MAVcHHKOYPP7MXn87JCNbPJdT9LuoSZdhckewROtIysyzBS1szpuotSeImJPYDVlqArXECuOs/ZoE9G6GAlTmuK4kyuKSshsVamxl1M7Wk/OGaUoX4f3ihDVgz6mu1yoPY24LqigZEUJdqcVc68Dx34vsfEY+RU5qoM1mAN1hJ1RxrUxzJ2SSLSbF5UUwbyPnYMatlycnFtj99o+apbniff6SJpUQq4cUpawsthLTPHhGPUg06AMT2HaGqc/F2NyJgMxD2h+kn54Lmtndb2FmtUKg/QhhU7RARNRPY/5kXrKoxrp1V5+cyPU+CroSCtMzmTZn7DRqaVpcpp4uO8JhieX4ygpZ0XlOD0Ojfe29vJr9RC9pifpHn2BlukafL5d7DXlePr+bxKdtPLIgM6Lv3uRSDxEZ9cQ4/fcz+iRAzzXt4cj42P0/eJOkgkTkbEkg8/tIT81zeNP7aDzG/fzzX99kHv6nuORu39EaudeEg88xuPfu5PewSna9/bz3S//L7/ofZDJSIiRPc/y7GQfEzt2Yj4QI/cojO+dJN0xybP72slqIeKxFGPTaSbHpwCIJ9I8fGiGp3/ejRaNkjOl6fHvZuK+HdyffI4Xn+mgbXr2ZMXnHm876/fMMYuyS9Z5wtcChoVvzZo1812C4QwYeRWWQs7L7XbPdwnn3enktTLgxP8GpxcL2AKvuq3a5cJjsdBc9/aX3d7i9OJRi9CKU6z/jJl7OyfZ0u4nUuQnq+ZYX1GGzWVjexhKSxy8t7mB0lAjv0g72LqyglUf/Rh3tXdzxYUrSNYqxCsiOMMW8uk68k6JqS8xewJ/UuBOCLSWHLEylZmsDbPDTnRaoaapgnCvgtltw1cEFTnoW7mKolGNIdshhGqlqmIX4+UXMWZO89hMgPWDg/RVg3fCy9CaKRxHLCiBFGF3lO7GbnLmStbuaGLNvvW4/G7yQRcEwHmgiv7GceJOjV9lxjD5TRDOMl0zxgWWVfxu+QTjh5O4i52MjmawB+ykfVmSQ25qZi7E6tToTB4l7gxh6xxn03o3+6dGwVeKX/gIR8NY1+XIDVfwwIEZWtQGTAfSPOSqY6ToMK7nBWMJL9fVmDg4XExbeJxf66Uc7gxRVTtDJia5PC2ZkIL7r52h/DuleGpU9u07RLF1AyXFB4nWTNMxlKYj6KJ+mYVNLpVfu3QucwVwBE3srVvGPd793PDMZTytPkdrUmITKjetbaIh2Eaop4J1Pg3pT2CJlHJIMbO21ETvZ0IcunOCW5zgNE0wuDvI1pJpXpxazmafJKap9Hzj+/RPWTlY7eEJWUE2cZDqnjHuf/hSlg9P4Rgd4xkRYK3HzFBPlCcemKROGaZ9GEpVwf6ep8G6GltdlumdR/FHd9Ee0cj2DmCLLod6M8+M7eKCoSru/4+ncN9+NUefj2Bpe5xJNYB+4TS7n9hD92Y7jqkDrHjiHvyWd/M3z97zht4zsEB6moUQ7xRCHBZC6EKIza+473NCiG4hRIcQ4vrT2V8ymTw3hRrOicW2eMFiZ+RVWIy8Csvp5FXltuIwv/nfqJY7HTT7fa+63W+2oiomqpqdeMptvH3rBVRfdwlOfxH22ipKrW7qfV4aQibe0nQZt137QS5816V460sxq4JN112CWtnI2htXcPuqVfgqKqkuApupidayekIVcTzZPGv8bnJJHWfvOIcyQbr7IvgnrNB7kPILPPh260xW6gSK8gQvibPNk8XTEMIdFwgUBle2UFGXIZRLI8c0Qo44m4eqsakKRYli0uYsifV7eXFNLyVkiZdmGV8zSeMztWQsOSIHllPj8zC6LkK8Oo3S52Q6aCXpbMaLi/i1R3GrFzBpEkQrB0l0panVN6B6rFgqKxhZl6auv5SVWiPBZJIDPZOMp1I8nU8Sn9apsicI10YZ0bK0e6NM2CR93lE6Gvcy0KfT2fU4HduhKuek1lrDrrIZRk02nt/vwNo0xYtHp4gP5RhWJfuzZg7Vp9k/o5MtNmOK2TlysAd9ajfT6TR5Zx/bxyPYzXmWzViweEJkn6hiZsskwh7gGVeU0ng5v1EmyXscPNGvErGXMNnTRUR345xIUCovRDNVIR0DLF/mZFeRYGjHEBmPFUs2QXh/CeXmKJrPzpXLdVJ6jnSqkmFWEVDrebi6kbBfoSUu2VvupqHrOb7iy+JikEBnKXaPoMimEjqS4eiEm33OIKZSE7vq1rO9Nce+ohypgQmm9h7Cnk7hMLvYcHEO9Yp+do+18+uD9xAL7MVydJyECPEvuw8R7BohFcow42rE1VdFRO9nYCDJjnvv5aNMv+H3yIJoNAOHgLcBz5x4oxCiFbgDWMXstHffEEKc8jeFMXtGYVlqX78WOiOvwlLIeXV0dNDR0THfZZxXCzkvi332b6vb5sZbv4kiix+/ZfakRZvLwRY9z/vqbzr+eJPC8bHXlSVeAi43lZ4S1hSVM542sdK1nrqAl8QqF7nJBNdXrKS45VrWDx/GERnniuYV2PUeWn0RYv4Q41MBtHI/0xujrAimKBsZZ0ZzUt9RjDPlI7plAx3DK7AoElsixW6cuBUnzooMVVoFw3VBxmvBlCin1FTKJrmVw8sHyVRCdPkYV4yV0JqpwWU3s1Vby/rnKtFncsg+C5uqG7D64B5nH5WhMmIyi2XAhM+6Hk/WR+mRYrRaBW+ZG8eMSm5NOdYeF4kqFy9GxvHlSzCFFXbb0kzGBEe7KxjOZuirnWBXepDHtGFiEzbKD/vQLS62eKrYJdPMFIeJY4HMNOV+N6PPOejWMjzkTXGkcZiijhBRTw/ZESi2xegdHuXbwy9gI0QmrxNaGyW4spz+3WascRupCTdhJcKob5KKwToSphmqHStpN0WJhRJE9g3yfW+Ch7UdREScHaEOliFRyj20zaQIHoAyV4TDeR+JlBdCLl54oo7R7gaKPAqjGZVxVWGi3IYjOkJ1l0rOVEreXIeItNPbkMFVa8bWOMHBh44yzDS1wyVs2lOKJ5HioeEUHbk+jkSHqbZbSayE7ukKKpVycpqfsboITTtMHLpnP22WFP1xSUwKFDmD2z+OKSl57lfV2Go7WBUYoah0FQdfXMueUIBQZvkbfg8siNallPKolPJkvxnfAtwlpcxIKfuAbmDrqfYXW2LzBhY6oyessBh5FZZCzmtsbIyxsQU9WdObrpDy8tvLKLLNnpBlcjnQEikqbMXH77eawWc1A7CxuoSA04YQgouLa0koJgJuCw31jbiLzVSEsxQXl7D+2ibW2Qcpqmjm+ktaWb66levqN6JYbSglCZrcMYrrPKgdMX7w2yirpivYNrCSsnoXFeUq7iNjrMaMKKshmVyP3eeDWDdFikrQMUjK5iQ+ozHdvYGhfAkJ6cNtStOQjzBZ/AI1+VK2TqyjpLoK/7BK85E1JNfHiERszOgquq+HbelSuopH0ISJUZHHajVhCudwTdqYrs6h59P4e1cRcJSjX++mfrCWhJKCcQ9xRSNuSWDvrmVwygxJFU0vJuiJEawLY3PYwSPJVIZwmIrwp92MbcyiDSXJ2l0kZxTSUSuHndMMdRVRMpmn1JMmXDmKBxtTIwpHJya5cbWdrAqTa0NYOycYkBFm1oUI5uLs93SR7plhsGMUV95MT2malFtDMynEchp9o4PklQzbtYNk8immOr08+oxCqc2LWmlFcVo5kovQX5RhX0SwvyzD8HiIp8djdLXlCFiLScXKCTpNuIMwHoszuiLLTscKVjzRyE6lkuczR0lMZnlqsp9Ayk2ts5LnFDdte2Jk2+O0dBRBOozqNTNh9pFLSuIxEyO9ITiSwxJ0Et7hZjDZRHbXDOXuKWweD78IvMCoOMgzOw+TtMQxT/oJeScZyIwRrTG/4Z/5BdFofh1VwNAJ14fnbnsVIcTHhBC7hRC7k8kk09PTjI2NMTIyQigUoqenh1QqxZEjR9B1nb179wIv/YLau3cvuq5z5MgRUqkUPT09hEIhRkZGGBsbY3p6mv7+fuLxOO3t7eTzeQ4cOPCyfRz7v62tjUwmQ1dXF9FolMHBQSYnJ5mcnGRwcJBoNEpXVxeZTIa2traT7uPAgQPk83na29uJx+P09/cv2mOqrKxcdMe0GHM6dkyNjY2L7pgWY07Hjqm1tbVgj2l8fJxIJLIkcjp2TBs2bCiYYxrqC6Lk/bPPnc8QmQ6+7JgyuQzR8SF0XccRGcNtsxzfx4UqbFpjYWZ0mk803kr5kJm6hhas2iQzN/0LNY0rcGejNAQayNobkHi55A8rsNaUclmojKO5PIpqxtd6IXpxnHVb12Ef8HDz6mK2DmQZja3BlW9BVpfQrJVCwzj1ExmKYmaub9dJ5iHp34GrtxW7Ms3buw4zWVqElQzmZT6mLF6sy8zE1yo4o3Xsb+hn54QTc5nCdJOdm4eiKM0hQst60SvyXCYqeeuhUuqHk/Q3RAgMqzhqSsiNWLlQvZJSu5+YWSOXTlCVLWLdhAtH1smWhvWYS914MCEbU3hX+HCoRSSrE1wa3URZ3M+qsWJywxqX5K4hUasjng9RPm2hYjxAe32YgaoIMysmGe2zkSrPY4uaaZ8wk26YITw5QeOGMPeX72IyHCV91EnP6DhreuqwJG24Qm5WmYpxXyKwOMwkwmA7ksfr9DCQz+BEJ1lk4qg2Qm/ShAOVkXEHoXSSPbZBXhiQDNaOsTc6wKGeFDI2wcyRPE/L/QhtH5FAO+5iD/66DPdph3BlInRMuIiqGabyCZxmJ3lThJQd9pqCWGu9jFuDyNZyRLOfsjV9dNQW4RjV0Mtm2GV9nr2WMYqHLKQm0yzzOkj2hnliXy+lSR8zphg+Sx6ntJI35xh9rB//WJYQCoenI7xR4nytnieEeBwoP8ldn5dS/nruMU8BfyGl3D13/X+AF6SUd85d/z7wkJTyl6/3XPX19bK/v/9NrN5wLh04cIB169bNdxmG02TkVVgKOa+nnnoKgG3bts1rHedToeYVbe+n/66HWfvFjx+/7d93DvKuFaXUel57ft5jspkMFqv1+PVETsNhUo5PW/Z3D73IX161kX9q285nSlbSk83z9JMTbLpxBS22IP25EBeXr+Xeu39AfaSNr8t3kmh/jopLW7j0/jBNX1hHz50/5+FSja33dfI/t5bgCGrkui7ihsl7uVXtYs/Fb8NydRG5I9exrz3HhBrHFolg1gXuSw7z5F6NZZuiWLQL+Pi/fYVf3noVh2sTlKcD/H5bC8OjHvbfNs2RZw6zsauWwU/00x/X+OuuO9ih3k9kzMpzroN8YNM6en7sJLclTbmrlAeLH8XXnadq5Vr8uKgLKrj9aZ7O2ah/0MfRG/bT3LmM5KCV4vUmhveMMVk7SE1+JS/YDpBoiSDbrNitOt6QDV/WTKbWQ9jdRUXGRH56PUPu/VgitWxYr7H3wTHWN7nI9rRgGhds/nyQX6R7qHxhFfnOBOPVccwDRciiIKu9KtPWIvrCA6yOL0dp7EFpKyfkTHC4NETzaCnZizN4djrxFpXjs3ZRPbmGn1TvIlseZNmOBiy1RWTXTjP+8Bir3GVM1CpcLYo5fCRCnzmHOW1jk2s131/9cyqra3G3hSgqXsP7ZAO7HO3snslSN+ikcpXg4cND6NEQy7b66ekRfNi3iqmODB3pfrQGL10lXWwNNyP7Mtgvc9B9xMP6ETtPl3TiqfHz4H//2x4p5ebX+jk8lfPW0yylvEZKufok/379OpuNADUnXK+eu+11WU944xkWvlWrVs13CYYzYORVWIy8Ckuh5mVy2TG5HC+7zWZSKLaf3lfillf83Xaa1eMNZoCPX7IGl9VMicuFyWJiWUUxt922jGtqXJQGyigusqAqCpHwDImma/jItY3c+oFmquL7CZCitXEV7/i7f6Zp662EUxpKvJRcyIFSf4RAcZq86qAmpqJk45hLodY7jj88SazCQ03ExFujF9HsbsURjeLQc4QcKukKlbA9SF7LMVw2g7+5n8kqD+ZWM1Vv9bFsxIefPJI0WkkVwqHQcNEaukIpsvVJZJGFytoSmjU/6ZkwejzDNnUTlZeF8btM1A/5kIFiulonEdVFpLdEWOlvZJtpI842K2oygmYBNe3FXpEm1hABF9Q56skKnVxpMTXudYwqPWhouESKKFnKnU50k4l1V0e45AIH3b0+TFkLwh/mwMo+1CEFl92ClrfQZ8vTl5rA5PUSWjYBTp0RZ5wBR5wiXWHUmWa438WYJ0oqkaW9KMT3bNupteiI1XZq3JUoQtI54eOy7DpsZQl60qPo45J2ZxynMDOc7SPvCFK0oxrsOiazhZ6BSV70dXJIl0x2dfC73Av0lgyTsjnBlqM45sOip5gZcfJcJktJeiUl5mEuzlShREwI3UquX0GKMGMVB6j3ZnBEE2/453yhD8+4H7hDCGEVQjQAy4Gdp9oom52/JRYNZ667u3u+SzCcASOvwmLkVVgKNS+Ty4HZ9fJFJGrctjdtlo8Kz2yD/NKyWjzFfkpcdlaW+2efW5gxi9nGeTwWwV9UymXLKrl93Y3kg4cpK+nHplgQQnBJRRN1my7k8vW3cP21H2L1RTFKql2kGjZhrw6gDCjoFSmuaelh64YyqhutrMxbGAsOc3WVk81tDWSUDMMt1SQbzchcEpM9yYgzhf+SI2R1N+6qasIX+InZ0hRrkpwaIq2rxMxp1o5txrenGdvH/KSXx6i32MiGihB2hSprHMvMFKEODzJpoXiNhQe9B2hJrKTDPIbU84wEpym70sqaFa347S6aGjdij5ZjLTNzaXAVKYuZSDqHS/Hzfs82Kro0otoUpDxM56foGYgQK3NTGl7OIV3SbSlB32cncKiSlbWStDNN1penriSPsEs8E43EtSm8TSrhZIZRs8LRzSM4qOKiviam81lc5jCZrI2kWsEuPUnaZiUxUYFnrBTpF1izZq7o3cr+cklf2kQsn+TndSOM1kTJrA1T1mClJzeDb8aNY8xJ48xqhDVOv28c7xEHldlS/G4HB2eC5DwRVja5GRvyUxGzMBjUySgJXOkiVIeF+rHV1DSmaTDX03E0QlkgSPmGImIpC4HQG28bLohGsxDirUKIYeAi4LdCiEcApJSHgbuBI8DDwCellKdcI9tYEbCwVFdXz3cJhjNg5FVYjLwKS6HmZXLZcdZXvuy2tywvfo1Hn70t/nJU88v/xiso1FnqAXC5vfiLZp/XY7Lxjus+gqfVdfyxjV4PGz76LtZXN/CWTS2UlxUjpZX6be9ltMyE3dZAtaOGeneA5uAg65wlKBuzqEKwptJKpSmJNdmOVllFdtDBuugWypw2MlY36ZmLWR/IU+KwoJV4Ma2qxddXStg0xBptD2F/Gn+HBWtlmgothyWlEFYEObsHpdqF2WlhZKyP/riPEa0OtzOMtchGamiS9b7lrHMGKU10YzOPk6n1o1V6YKWkenM9V2YvpHlqGZXhi6nKuqnPXEQu1ktdMIEtZSdts1NlrUBNCZyihXhZKYlwEfHWKRi2Eb10AmtmG5YGO9aWIkpdHqwOJzmbCTUs0TxuJmMzZDUfDUV1OBuctLIai7McugSVUz5EwIRNt5PLq/imSglEzITMKUYdYTRbCjVeTH5wDd5EBTPhJJbpIvJ1GltXVxPKpDD5FVw7StCiFpZb8+xPRRkfmUKzlrIuUo/teQ/Xj11KrNxF3JrEkmukPbsPynIUVXppr6in3TPO9LIEtuoiPFzAClMrqYoM5qJlKOE33jZcEI1mKeV9UspqKaVVSlkmpbz+hPv+UUq5TErZIqV8aD7rNJwb09NvfO5Ew/lj5FVYCjkvt9u95BY4KdS8FJOJyhsumZfnFkIc72n2+orw+V5auKV5+RYqr1p9/Hq1y0XLmmY8FhWHWaXKWc1E8UaqL1pH5Yq1+FatpNTspeiKt0LPIDVVgi0fv5TNjkqKfRa8OTNKPM7ATdfz7rL1tIxdQ2V9BRG3h0TVMq6pq6AyYCfgsOF3N3BB3zZedJux1rQyvGmU4hhYb85j1x14j8zwGIfxrfJSc3UVMboR+igmJwzVFpGIK7hUL/kXI7ytxMEKkpSXHqJv/HlGAzEG180wY/LhqHZTltwKq1Ow1U26LEO41c/0WB9mUwirw4202SiOuAjkbNQ2m6iPlOLIeZmqHsXynhQTei2acHN7Wx2OhJ+MKYPZqZKWOZxaGTJmQxdZitJV1Fa3EFw+xdjGNO7KNONrxjFfnCG3rJe6aSvCIlFdOqagg6QCY44EU3Uj6JqJpHBSrZdhCdmxWPNcOFFH1AZJkaBknY+Zy2LE0lYG+8oQj0smUhNI4SJrrsM7YeaSSA22dDGaOUvKn0UvMjO1MoGoAesRlamhRkJDlexrHWR8xRCd/QGGww4ybg20s1t6/kQLotH8ZjNWBCwsLpfr1A8yLBhGXoWlkPNaistoF3JeC8FNt7wbt8f70g0WL4q/9VWP81hMOE0ql5Vfxsb3vQ9HdRnlzVsIV9SypcWLzeXF5nYwpdtoCvgJXLEBm9tE44oGfGYbzZsCvP+dN3DRdav4RPNVNKxsIr/ejt1dQdpuQpryTOsmfA1lFDUcwme6EnJxXDkr8eUqjWuvprb1Eg45YkhPEZUhD+WWlVzgkjSylVIlR3+6hNXrLkIZaceaT1M5oxAKK+wKTbDfmsHZFqd5yIsrlSPtUNnDJswWQYc3gmLeT96ksKtRkA+ksTpVUp5qnEkP6nCGZFZB8eaY9Cdw55u4KXYtxSkr2aJKJq1xuhvHSN0OnZdNcuvG66nLleGv92OvrCEUzWCVVsK+OOuG6/EVeTjaMkFJtJWkJrHYNWJXZbEFK2lUS7GpOSKTYexeD16ngyvFFazY/G7WOq5i46ibqbiCf0UJxSsaMCUdZMx5MiMpvLkSzGtbqTEJKtLFXODcSKw6wvpEHZlqBXvWgdnnYqZqhrGNYayjdjL2AM68nxFnmJnVHextPsq4pjBaPojV/8Y/gC/KRvP5mhHE8ObI5XLzXYLhDBh5FRYjr8Ji5PXGOF3ul51AKBQTiq/lVY9r8tspcZhZH1jPNbX1ACy3ObnOV3J8+5INzcSsNsyKoHhTAG+Ni4pL1rO2qJp3uFtRFAWnB4pr1vHOi9eiusrwON1sabkAk2on4HBz8bUBSiurKa1oYX1JHT6rg3K1lmvK6nnvh27BX9TElhVVvC++kYa6bcjW9WxsWIZS42E07mKVz4WpohxbTRX2iRx1+RwNt76b2qo6qh1uto1Xs7w8wGhtnrgth2nCR1HjFZjGxumPqMwMOUk4FUqwsa4kwOoVa1B3Jeizp8hVZ7AoLjzt5WzqKGFw+TRD64oxpbJMV2vUTKwjL3NkO8yUjjRTs34DqneIodE4TmmnfDyAI5anSDMTd8cot0SIO4vZlCrBZvXgixYjgibq8grlaTdFJUVcvM5PsihHcamJkL6a7OA0uaCLoFPDUeYnHjEzWpzFo3so3ZRnus6Dr2gvLYkAatrCdD5FdsCPs6gOe8aDWc1QIy38rvo5lGVQrGRxCoXaZD2BrIdgcz+OCo1kkSBSesrRvae0KBvNhsKi6/p8l2A4A0ZehcXIq7AYeZ0fy/x2PNaXj3G1qyoBs+X49ZYP30qxZ/bkRtUsKCtdRclF6/i993+aWtUHQGNdAiEEdkXBpZqwKgr1riLq7G5ai/xY/BY21m5i1SYnP7rhv3E6bdxat4ESi5V6h4eLfCbWVXjZ+uF3sW3thQTqV1BuU/GqWSqtUZpaJV//0j24KkrJrb+CidIaLr3mOjYUeRkyKXTlMtRWlnBdmSCuTqKN2Hhno5cLvVX4pQ/fldvYXLeRD5Zeyk2ZEaqVGLnSJF3FUdS1Jq5x1vFMtYlk4zQOSwWmVS6cXsHFDTeS2mHGmrNxuEyjJKNS59hAQ1GC6swQgfEqJlPjeGxp/JN2PCYX/jIbNXoprjo/Klbc61yMTg/QqElM4zmq12Wx+FMsM3WzdnoKbypH0q1RrJvIeDM4GUQXVqKVCco2lLN6cIZ00Q7UBgXdotB/5YWUfGCMUDbDtXItKbWbUO0ELXkHHsVD1fVVCGcUy4if0qgb1ZtjWZkPR8Uk1R0Boq70G/65WZRnzCWTyfkuwXAGHA7HqR9kWDCMvApLIee1FOdpLuS8FhtFUbiw9KUZQRQxOxOIxfJSw9o1N82eXVHxm8zYFAWXycQ7K5uRFRJa4EZx49yjzdiqbLRaa49v//HWK6i2lqEKlfryAP3Pb8C73IwMp7hki8BeZqV5mRNdq6P0z9/Ls494ucblpWXDWvYWlbHNIjjqt7Piykq+dvjX3PL2q7nmYpjUNeq7ojzTEODDohy/7sX73P9CzEd4DZjza7i6dAvTA0dx0oNFpjE5N+F0zNCw8grsPRMsWxZkRDQQKx7HsWwj1uwh/ME4U74ot9rX8KvIkzi1LLnOJH6LypaKgxyuqyayOYjWnyAoj7JM1uLOuNj6ti5eGIXOFwd43+aVmOI9FGc0nqtYS8y0Hc9yNxVKngtTATrTy2hYvp+HH9+FXF3HZTGVeO1O8o538Pj2Gcqur8E+tRtZKkhUT7M1spK2zCDpcBibvYKR5D5SYwoJGeEzrdvIqQM8vjdDbO0b/5lYlI1mTXvjXfCG82dmZga/3z/fZRhOk5FXYTHyKixGXgtLs8/yuvcfy8tvMrPR5cWlqBybQ+TEYSLHrPpcw8uuN3hfWuRYCEHdW1wIFVbsduNobMamzJ7gqKgqqCpvuepavCYzBEq4PlCC1HXWK7ODBjaVKHz0rbMNcvNWJ4ldo6wpCqAn4pRVu/DVubCmHFxQu5z9ehEXlqxhx3QZa9Sfs8e8jCaXAzGmkCyrptHjwOmws2qmig83P8Jlt6/g0UErRx/qRpnqIXGDg2sar2THjsPoyjBbh5qp2ii5vqyCiPSxu1ehRoHsjSu5/ko//bknqP/1LiZTGVwBKyG7heCDO6h//2quOmrh6yLMyvq12C7aS/BpJ/6ACVnXxBrbCvyVGSYt06SnFWyXbSM9M8Ddde1Ylbdz/b5xVpbbWJ1egSV8GLepmtqyp1nvX8ujVhcuRcOcWUGZMkREfeNDnxZlo9mYcq6wVFZWnvpBhgXDyKuwGHkVFiOvwnIsL0UI3Ops2+P15mhwlrz+4muKaXbrG7ZcylguTlrmX3Z/1StOFBXKS6Nsr1p19fHLjko/TR+9kclIiI5ghI0WE95b3kF1OEdjSQXmcCk1jgDPZPO8Z1MJnQ2X0z6dxPWcj+Bm8JSU4y4qplz3UGK7DoCLK+qoeMeN7HjgKLIa3t+0CS0YpTo1Ru2qK/HWzbA2VkbvdJxDq2zUiWkqthTRUF9CPtzMnnKdD3xmI7bx3eitTVjfUsqajRHs21NIkaal8VLSZU3w21+x7ep30h/0oK4I4LVP4D04iqu/D3NZKePjj1BduZyyVBGWb20mdn2Ct//h1eR2OilbFoWhrbS6dYbtjVy49grSWR3xlts5MvaPrx/maViUrUvjRIrC0tfXR2vrq89uNixMRl6FxcirsBh5FZZzmVeF+cxmUrl54y3HLwtFwb2sFP+AZGJ4BpPJhOXKt3NBNILVamOrYsZqEnz4kjJs5k+TGw/RPpigxufErJpprKzFoarUmqzY1UYAXGaFNYF1/PHFf0i1p4USi5s/vGITk7pO/XsvBF0jvi/HyhrBvrFBNl28ihVls9+aLLdfiq05wrorLiK7J0Sbv5JvfvYm+rIHsVZrbPWNUao6uNxdR8nn38OGxkpqPlrNA/k+6ma6aX7rW5nKHKaoqpKHgg5uXXUbla4iHjX/htzkSsp9lTS0FGO2SIIiR27123h3Q/HcOQKSwDvhn7/+xhfaWZSN5hPHGxkWvhUrVsx3CYYzYORVWIy8CouRV2FZ6Hn5HVaqi9yYbbPtopdNxwfYzLM927UBN1VVdupqywjGdaqsNjK6TsBme9U+L26++PhlR1UpZds2o9rMgJny1RakkDTnfZScsEKkw+rgY5dfi8+hElp2DTaCqIpCk209mcvM/FHN7IqNNmFiQ+ts731FcYD36m5cZZtACD7+6ZXoUnKp97N0W3K4fHYab7yF+g0aVtVNbUslupbGLCbxVc021pW5nnh3EUj91cdyphbl7Bnp9Bs/Q9Jw/uzfv3++SzCcASOvwmLkVViMvArLQs+ryuviptY6AlVlr/s4m9nEO9YvY9OqYi5ZF6DOaqfZfuo1L1SLGVfjS6tY2rwKdo/KOy+pIOB8eSPV5/QB4K+0U+t8qUFtXb2K5d7lJ92/S7HACWPDFSGo9Few0lpMpdvFhsvWs/n9l7LSVAqAUCx4SpdjOsny7Z6c+ZTHcyqLsqfZdpJPRoaFa+PGjfNdguEMGHkVFiOvwmLkVVgWel4Oi4m6otNf1ENRBG7HG28anuwkyBNd5g287v2nUmJyoPkk6lYFVSioc33AQihYHHUn3abCafQ0n5SxuElh2bNnz3yXYDgDRl6FpZDzam5uprm5eb7LOK8KOa+lyMhr/qgmgbfq9Bv4K+qrTv2gUxCLsYG5efNmuXv37vkuw2AwGAwGg8GwADyyYxc3XLx1j5Ry89nuY1H2NBuLmxSWvXv3zncJhjNg5FVYjLwKi5FXYTHyKhxNtUZP80mtXbtWHjx4cL7LMJwmXdePn+FqWPiMvApLIec1OjoKLK25iws5r6XIyKtwRJIJfE5X4fc0CyH+TQjRLoQ4KIS4TwjhO+G+zwkhuoUQHUKI609nf7FY7JzVanjztbe3z3cJhjNg5FVYCjmvzs5OOjs757uM86qQ81qKjLwKh9v+xpeoXxCNZuAxYLWUci3QCXwOQAjRCtwBrAJuAL4hhDjl7NRm8xufVsRw/jQ0NJz6QYYFw8irsBh5FRYjr8Ji5FU4lFPM6HFa+3gT6njDpJSPSnl8rcgXgGOT/r0FuEtKmZFS9gHdwNZT7S+fz5/qIYYF5NhXsIbCYORVWIy8CouRV2Ex8lpaFkSj+RV+H3ho7nIVMHTCfcNzt70uVX3jSyUazp+ioqL5LsFwBoy8CouRV2Ex8iosRl5Ly3lrNAshHhdCHDrJv7ec8JjPA3ngJ2ex/48JIXYLIXbPzMwwPT3N2NgYIyMjhEIhenp6SKVSHDlyBF3Xj5/xemyOxb1796LrOkeOHCGVStHT00MoFGJkZISxsTGmp6fp7+8nHo/T3t5OPp/nwIEDL9vHsf/b2trIZDJ0dXURjUYZHBxkcnKSyclJBgcHiUajdHV1kclkaGtrO+k+Dhw4QD6fp729nXg8Tn9//6I9ptHR0UV3TIsxp2PHNDk5ueiOaTHmdOyYwuFwwR7T+Pg4kUhkSeR07JgSicSiO6bFmNOxY0omk4vumBZjTifu441YMLNnCCE+DPwhcLWUMjl32+cApJT/PHf9EeCLUsodr7evZcuWyZ6ennNbsOFNMzY2RkVFxXyXYThNRl6FpZDzeuqppwDYtm3bvNZxPhVyXkuRkVdhEUIsitkzbgA+C9x2rME8537gDiGEVQjRACwHdp7G/s5NoYZzwjhxs7AYeRUWI6/CYuRVWIy8lpYF0dMshOgGrEBw7qYXpJQfn7vv88yOc84DfyqlfOjke3nZ/mJAxzkq1/DmKwam57sIw2kz8iosRl6FxcirsBh5FZYWKaX7bDdeEI3mN5sQYvcb6X43nF9GXoXFyKuwGHkVFiOvwmLkVVjeaF4LYniGwWAwGAwGg8GwkBmNZoPBYDAYDAaD4RQWa6P5O/NdgOGMGHkVFiOvwmLkVViMvAqLkVdheUN5LcoxzQaDwWAwGAwGw5tpsfY0GwwGg8FgMBgMb5pF12gWQtwghOgQQnQLIf6/+a7H8GpCiH4hRJsQYr8QYvfcbUVCiMeEEF1z//vnu86lSgjxAyHEpBDi0Am3nTQfMeu/595vB4UQG+ev8qXnNbL6ohBiZO79tV8IcdMJ931uLqsOIcT181P10iWEqBFCPCmEOCKEOCyE+JO524331wL0OnkZ77EFSAhhE0LsFEIcmMvrS3O3NwghXpzL5edCCMvc7da5691z99ef6jkWVaNZCKECXwduBFqB9wghWue3KsNruFJKuf6EqV/+P+B3UsrlwO/mrhvmxw+BG15x22vlcyOziw4tBz4GfPM81WiY9UNenRXAf869v9ZLKR8EmPtdeAewam6bb8z9zjScP3ngz6WUrcCFwCfncjHeXwvTa+UFxntsIcoAV0kp1wHrgRuEEBcCX2E2ryYgBHxk7vEfAUJzt//n3ONe16JqNANbgW4pZa+UMgvcBbxlnmsynJ63AD+au/wj4Pb5K2Vpk1I+A8y84ubXyuctwP/JWS8APiGEsabsefIaWb2WtwB3SSkzUso+oJvZ35mG80RKOSal3Dt3OQYcBaow3l8L0uvk9VqM99g8mnufxOeumuf+SeAq4Jdzt7/y/XXsffdL4GpxiiWlF1ujuQoYOuH6MK//A26YHxJ4VAixRwjxsbnbyqSUY3OXx4Gy+SnN8BpeKx/jPbcwfWru6/wfnDDUychqAZn7KngD8CLG+2vBe0VeYLzHFiQhhCqE2A9MAo8BPUBYSpmfe8iJmRzPa+7+CBB4vf0vtkazoTBcKqXcyOxXj58UQlx+4p1ydkoXY1qXBcrIZ8H7JrCM2a8nx4D/mNdqDK8ihHAB9wB/KqWMnnif8f5aeE6Sl/EeW6CklJqUcj1QzWwv/4o3c/+LrdE8AtSccL167jbDAiKlHJn7fxK4j9kf7IljXzvO/T85fxUaTuK18jHecwuMlHJi7g+HDnyXl74eNrJaAIQQZmYbYD+RUt47d7Px/lqgTpaX8R5b+KSUYeBJ4CJmhzWZ5u46MZPjec3d7wWCr7ffxdZo3gUsnztT0sLsgPz757kmwwmEEE4hhPvYZeA64BCzOX1o7mEfAn49PxUaXsNr5XM/8MG5s/wvBCInfM1smAevGPP6VmbfXzCb1R1zZ4w3MHty2c7zXd9SNjde8vvAUSnlV0+4y3h/LUCvlZfxHluYhBAlQgjf3GU7cC2z49CfBN4x97BXvr+Ove/eATwhT7F4ien17iw0Usq8EOJTwCOACvxASnl4nssyvFwZcN/cWHsT8FMp5cNCiF3A3UKIjwADwLvmscYlTQjxM2AbUCyEGAb+DvgXTp7Pg8BNzJ7wkgR+77wXvIS9RlbbhBDrmf2Kvx/4QwAp5WEhxN3AEWZnBfiklFKbh7KXskuADwBtc+MuAf4a4/21UL1WXu8x3mMLUgXwo7kZSxTgbinlb4QQR4C7hBD/AOxj9oMQc///WAjRzewJ1Xec6gmMFQENBoPBYDAYDIZTWGzDMwwGg8FgMBgMhjed0Wg2GAwGg8FgMBhOwWg0GwwGg8FgMBgMp2A0mg0Gg8FgMBgMhlMwGs0Gg8FgMBgMBsMpGI1mg8FgMBgMBoPhFIxGs8FgMBgMBoPBcApGo9lgMBgMBoPBYDgFo9FsMBgMBoPBYDCcgtFoNhgMBoPBYDAYTsFoNBsMBoPBYDAYDKdgNJoNBoPBYDAYDIZTMBrNBoPBYDAYDAbDKRiNZoPBYDAYDAaD4RSMRrPBYDCcBiFEvxAiK4QofsXt+4QQUghRP0+lIYT4ohDiznl67g8LIZ6dj+c2GAyG88loNBsMBsPp6wPec+yKEGIN4Ji/cgqfEMI03zUYDAbD6TAazQaDwXD6fgx88ITrHwL+79gVIcTNcz3PUSHEkBDiiyduLIT4oBBiQAgRFEL87Vzv9TVz931RCHG3EOL/hBAxIcRhIcTmE7atFELcI4SYEkL0CSH+eO72G4C/Bt4thIgLIQ6c8Pj7hRAzQohuIcQfnLCvLwohfiGEuHPuudqEEM1CiM8JISbnar/uhMd7hRDfF0KMCSFGhBD/IIRQhRArgW8BF809d3ju8VYhxL8LIQaFEBNCiG8JIexz920TQgwLIf5KCDEO/K8QolgI8RshRHiu3u1CCOPvk8FgWFCMX0oGg8Fw+l4APEKIlUIIFbgDOHFYRILZRrUPuBn4IyHE7QBCiFbgG8D7gArAC1S9Yv+3AXfNbX8/8D9z2yrAA8CBuW2uBv5UCHG9lPJh4J+An0spXVLKdXP7ugsYBiqBdwD/JIS46oTnupXZDwF+YB/wCLN/E6qALwPfPuGxPwTyQBOwAbgO+KiU8ijwcWDH3HP75h7/L0AzsH5umyrgCyfsrxwoAuqAjwF/PldrCVDG7IcAicFgMCwgRqPZYDAYzsyx3uZrgaPAyLE7pJRPSSnbpJS6lPIg8DPgirm73wE8IKV8VkqZZbYR+cqG4bNSygellNrc8xxrAG8BSqSUX5ZSZqWUvcB3mW20v4oQoga4BPgrKWVaSrkf+B4v7yXfLqV8REqZB37BbIP1X6SUOWYb3PVCCJ8Qogy4CfhTKWVCSjkJ/OfrPLdgtiH8GSnljJQyxmyj/sTH68DfSSkzUsoUkGP2g0SdlDInpdwupTQazQaDYUExxpIZDAbDmfkx8AzQwAlDMwCEEBcw28u6GrAAVmYbpDDb4zt07LFSyqQQIviKfY+fcDkJ2ObG/NYBlceGP8xRge2vUWMlcKzBeswAsPmE6xMnXE4B03ON9WPXAVxz+zIDY7PtYWC2w2WIkythdpz3nhMeL+bqPWZKSpk+4fq/AV8EHp3b5jtSyn95jf0bDAbDvDAazQaDwXAGpJQDQog+ZntfP/KKu3/K7JCKG6WUaSHEfwHHZtsYA1qOPXBujG/gNJ92COiTUi5/rbJecX0UKBJCuE9oONdyQq/4GRgCMkDxXK/0qZ57mtlG9yop5Ws938u2mavxz4E/F0KsBp4QQuySUv7uLOo1GAyGc8IYnmEwGAxn7iPAVVLKxCtudzPbw5sWQmwF3nvCfb8EbhVCXCyEsDDbsyo4PTuB2NzJc/a5k/BWCyG2zN0/wexwCgVASjkEPA/8sxDCJoRYO1fzGU9LJ6UcAx4F/kMI4RFCKEKIZUKIY8NOJoDquWNCSu/Ba48AAPnVSURBVKkzO3TkP4UQpQBCiCohxPWv9RxCiFuEEE1zQzsigMbsEA6DwWBYMIxGs8FgMJwhKWWPlHL3Se76BPBlIUSM2THLd5+wzWHg08yOFx4D4sAks724p3o+DbiF2RPr+pjtzf0esycTwktDQIJCiL1zl98D1DPb63wfs2OIHz/tg3y5DzI73OQIEGL2A0DF3H1PAIeBcSHE9NxtfwV0Ay8IIaLA45zQy34Sy+ceEwd2AN+QUj55lrUaDAbDOSGMcy0MBoPh/BNCuIAwsFxK2TfP5RgMBoPhFIyeZoPBYDhPhBC3CiEcQggn8O9AG9A/v1UZDAaD4XQYjWaDwWA4f97C7HCJUWaHJNxhTK1mMBgMhcEYnmEwGAwGg8FgMJyC0dNsMBgMBoPBYDCcgtFoNhgMBoPBYDAYTmFRLm7i9Xrl8uWvtQaAwWAwGApBLDa7Lovb7Z7nSgwGw2KwZ8+eaSllydluvygbzSUlJezefbIpVA0LUVtbG2vWrJnvMgynycirsBRyXh0dHQC0tLzeFM+LSyHntRQZeRUWIcTAG9p+MZ4IuGnTJrlnz575LsNwmjKZDFardb7LMJwmI6/CYuRVWIy8CouRV2ERQuyRUm4+2+0X5ZjmbDY73yUYzsDg4OB8l2A4A0ZehcXIq7AYeRUWI6+lZVE2mhVlUR7WolVWVjbfJRjOgJFXYSnkvGKx2PFxzUtFIee1FBl5LS2LsnUZj8fnuwTDGQiHw/NdguEMGHkVlkLOa8+ePSy1oXaFnNdSZOS1tCzKRrMQYr5LWHC6ZlLk8tp8l3FSNpttvkswnAEjr8Ji5FVYjLwKi5HX6cvLPMfOo5tgnCd5jAH6jt+vyfx8lXbaFuXsGQ686LpuDNM4wa/3xrlpnYPWEud8l2IwGAwGg2EJ+V7+Xp6QO6mmjL82fYQfiG+SJcvzbOdj8pMc0O5jSvZRKVZyufpBhFiY7beFWdUbdKn6F4y2pee7jAVFi5rpDy7MEyTTaSOrQmLkVViMvAqLkVdhMfI6uZie4tuJh/hp6imieoKn5C4ApglxUB5FY/abb4FgXPYQkiMATMhuonKK6fQuhhMPktWj83YMJ7MoG82l5kp6n5+e7zIWFF2XTEZy813GSfl8vvkuwXAGjLwKi5FXYTHyKixGXif3hfid/F/6Cb6VfIhfpJ/DjxezNKNJSZNopHF0JXfd8gAjPw7SJFYDAhUzKmYy2X4GEr9kLP0EndFvz/ehvMyibDRnnU56d4/NdxkLixQEIwtzvNDExMR8l2A4A0ZehcXIq7AYeRUWI6+Tm9DD5NHIkWdSD/Nx8UFEchV6YhWP73iRT2z9E9xllfzsb+7mzz/714joKoivYpN8L5pMINEBnaweme9DeZlFOabZX54mNBia7zIWFKFDJr0wTwSsra2d7xIMZ8DIq7AYeRUWI6/CYuT1krSe4wfTT6Ij+XPfW/mH+M8x6y7ea72Ke6OH6L5/Bz13PsVPnmxDKILDv36BfCbHt7/6TX76ox9z3UevI3lHivetehczySNkCVLnuJ1E8Fk0LYkrcDmKOr8nXi7KRrOzpZTE4YX16WS++WZ0gsUL84uFzs5OYxnSAmLkVVgKOa9NmzbNdwnnXSHntRQZeb3k70fv5eeh55FAb3oLUq5gOJfgLT/6O0b+617UOj8Nb7uEd//pR7lw23o68hOUmlysCTn5+YM/p3tPN3+y7TP86uqf8ok/ewsV5StQcyOEpx4FqZNL9hKo//i8HuOibDTXFPcx0LwwhyLMGyWHWJgdzcYvnAJj5FVYCjkvt9s93yWcd4Wc11Jk5PWSkdwMWZlHAv3ZMGOxOO1/9k206Shf/7/v0dtUx1Q2z4fL6jkYnUZNecioJlpK67npeg/iBvj2l/188Yuf4D23/g1f/Mof8K6rloPMA5J8Zv7PVVuYXY9vUJ1yhLVlB+e7jAVFoGHSF2bcb+biBe0j+pu2L8PJLbXFJgqdkVdhMfIqLEs5r99NvsgP+n5FPJ8E4G8q3soyaxmNllL+xHoZ7e/9F5w1pVx+7z9StG4jPckswZzG10f7GUgl0JCkdI2dE/3E0nliqTxjusZf/PUf8B/f/BP+/q+/z4NPZDBZy1FMXnzVdwAgtSz5vnvJDz2ClOf3b/6i7Gl2WWcQama+y1hYpFywjeY38yvYJzvTLK+woyrGAjfnylL8yryQFXJeHR0dALS0tMxzJedPIee1FC2VvKLZKBKJ1+IF4IHRZ/jw7i8Akp8NPsLHln2E9tgYP6z9FN/sOcjb7ngPt157E3/6T1+g0eLnUCp+vJfWoij4zWZi+RxCgEM1kySNQGBWVFoqb6T6xq1s+O11XHfDbQT+9QvcfMcn0YaeJ2ebQJ98FH30SRACmZzA3PJBAGToCEgNUXTuev8XZivqDTKLDFazhtQX5hRr80HVdIS+MHth38xP6ukZyUhQvmn7M7zaUu5ZKUSFnNfY2BhjY0trJqRCzmspWgp5PTT0IJU/q6Dqp5Xc138fAIciXWT1LCktw4HoOJ/cfyf/3vkwV27/d779718lYVU5cNuVfPyFPq7fvhc1p7BGluMPlfIudwOXmutwhktYr9WzxleDM1qKN1NCk83H0e376X9hAG8yztf+8kN8/K++zNDj3yXX+RDZQ3ejBw+CngEtjYx2AaB1/hDt/gvRHrgE7fDXztlrsSgbzSZrGrNJRyankVI/7933C5EtJ1C1hfk6vJmf1GVGYWjGGM9+Li2VnpXFwsirsBh5FZalkNd/HfovMlqGjJ7hPw99FYAP1N9Ktb0MizBxU/mVaFJHQzIzOk70V0/g/dMPoBAgJyVZXfK/PRMcHIGZuMp3DsW4/0iSUMjC3qEcOw5ESURUotMqw90T6HkNpCSedXH5xlau3LyK//zJQyB10DVE8TYwu8FWgqnl9wCQvT8HLQVaCtl71zl7LRZlo1lRNaTFjAz1og09jD69d75LmndSSNT8wuyBPXDgwJu2L13VmQgv0DMeF4k3My/DuWfkVViMvArLUsjrltpbcKgOHCYHt9TcCkC1vZSj199H+PZn+e/1f8AWfwMlVjeX7cxy4Ttu4+qWNbytsgq7qmBTFNZ4PMDssEkpj18EZhdfm70DsDoQioJQFVwBP5ZANZ/78z/mzsf2EddtKN4arGt+H/stj2O/8TconkYAlBUfA9UGihWx4tzNsLEoxzRnszPkHW7k0B6orEfGR6Bk83yXNa+0vIKaX5g9zatWrTqr7aKTEtUMTv8J7z5FkDPazOfU2eZlmB9GXoXFyKuwLIW8Pr3qj9lSshVNalxSdgl5Pc93235FOp/h42vfzsHJEa6yruLLy97Bpe9dh+NP/4y3U82u7jyOpJVPbK0iGXRQpqbRbTrOiAOSVqrK0timLcRzAm8ghjstUaNWKpqbCB8cRg1p2Jc3UNf3PJtr63l8tIH3VK+AiRFkZSO0/QoUE6y+DaX+rYjSTpA6wll1zl6LRdlojqSjSEcS2f4USukdyKFnoeEt813WvBJIlIXZZqa7u5sVK1ac8XbxoEQxvdRollKChLy2MHvUF4uzzcswP4y8CouRV2FZKnldWHrh8ctf3vE9vrrnJ+hS8uTgYZ4cSZDTNUyHfkheKOilZfzXrmFswo8m4XvPJlAyAk1Cq9NFOG1Gl+BJ28hlZnueXSkzejbDyEga2RvEkkqTk5AN7kfRNa5bsZJ7v/s1boxtw+u0I6rtMPAcCAGREcTln0Y4Ks7567Aoh2dIKdH0DCJjhqleRFc/ur60x7kKKRALtNFcXV19Vtsl4pLYzEsN5LwmyeUlC3To9qJxtnkZ5oeRV2Ex8iosSzGvztAg6XyWjJalKzyBIhRyh/tIfPdnKCYVm6rit5tQFYFJCKxCJa+DpkNGlwgxOzrDZAFFmW33moVE12eHLed0Acrsg3SrC1SVEq+Pe/d38Y7vPwgImBkALQv5zOzl82RRNppjWo6ZDOjpNAQnIW6C2Mh8lzVv8vk8VlsEhYXZmpyePrsJy/u6oK/7peuZvI6Ukkza6Gk+l842L8P8KOS83G73klvgpJDzWooWe16T8Unedde7eOfP3sl4bByAL138hyzzVVPlKuW71/4xl1YuwxJNU7qsjs0bNvOZVeu49+aLWaO6WGNx8aVtJfiSCu64wu2rLNBvgj4TK0tUCCnIiKC83ok1rWAKK5ReUIPd7cEqHdivuQbLug00X3oFACORBJRUw7WfBVcJeCoQl/7RbLHJGfjF++Fnb4fouWnzLcrhGWldpyftZKvMYg0FIT+AMnIQvHXzXdp5I6VEiNlhC6G0htc3RDrcMM9VnZzL5Tqr7abHdPK5l8Yzp7JgUnWiCfXNKs1wEmebl2F+FHJeS2Fmglcq5LyWosWe16d/+2nuOzo7zZyOzj3vuYeWojo6fv+e44/5D3MZ3zwwxW8OBdk/laLrgf089aKgd1JDEfCPoXEiEx4AHn0MtPzs3+392wX29Ow++p9IEsiCrkHffSkq43FkXifyv/twJ7phYmi2BrsX5ZJ3I6pr4GO/eXmxj3wWDv0CpAbZJHzooTf99ViUjWYpJcPJNEm3HVsqjub0Qd8elMaL0KN9qKVb5rvEcy68az/+rRsAGIlkkKQxqQtz3upc7uzqSsRe3quczkmQOnndWNjkXDrbvAzzw8irsBh5FZalkpeUJ/6tzfDzPY9R4S3Gairi5m99jfyLe5DpFFo2SjqnMRBMkdPMKAJCqSxSnx27rJnymBUTSCiqEGT7Jejg8YCcAiToWXn8HCVzbBo0jWwmw+rSKkYmxpH/+a/I934Q4TVBaBzWX4UwW2c3fqnic/I6LLhGsxBCBXYDI1LKW4QQDcBdQADYA3xASpl9vX3oSIZjabKlNvKKhKgTxjvRX/wusnYlsAQazUNPHG80j0ey7OrbTq03MM9VnZx+louuxEM62fzLe5orxnWGqhblqKMF42zzMswPI6/CYuRVWBZ7Xl+7+WtIOduI/Z9b/weAO37wOR7v2AnADa03kcnn0ZCIyAx6bASLqvCxbQHueT6FQ1X4x7dV82/fTKJrkutaVR76SQ4poWy1YGhwtjFtbTKhjunk4pKmd7vIP2EjH85i3bYKnniO+3sPEMsksSoq5HLw7APQ/8Ts4OidD8InvwbX/+tsD3M+BbecmwVOFlyjGfgT4Cjgmbv+FeA/pZR3CSG+BXwE+Obr7kHCRBwGXSr+UIZcSQBnZBqZnILEuT+7ciHIxg8fvzwVzZHXk+RlbB4rem0Oh+OstkurkswJ08ulc2DNSNTM4v4lNt/ONi/D/CjkvJ566ikAtm3bNq91nE+FnNdStNjzKnWVcvcdd7/stj2D7SSzs8teu60aLquV1KqV1OU0BtsO8ZHqUmpVF9GjIWIC/mcmSGzCjJRw5y+j+PKzzbvnn5RUzg2xnHoyiV/Lo+dh/LvDOKNxkJBd48G6spWOZ36Kv7SYzzTWgtmMKLJB99zUG4NHZwtzBODdPzunr8eC6pITQlQDNwPfm7sugKuAX8495EfA7aexIzIZwURIx9I7gUyo6DkbSuutMLgdAG3yRWQm8qpN9fYj6OHwm3A059dU9KWviKSUiNTE8evxhE5OTy/YRvPMzMxZbZclS1596UuHVFYnawFr5s2qzHAyZ5uXYX4YeRUWI6/CshTz+pfbP4VZNVHqLuLzN3yYkX/4V57688/zszvvQ6nYzDe/9X3+8hv7SGd1UhmdgdEMUgdNA5sTTHoes55n7WaBQh4ln8VbLjk2AsQcjSEzOjKjIX/5NON3P8/2XS/w4Dfu5H1f/Tr8w7/CjR8Elx8UFW45d4uZvNJC62n+L+CzwLHTpQNAWEp5bL64YeCUs1YLQGBmOG6h1xYlYPKgM4X+3L3gSAIgD/0WzbcH08ZPvGxbuXc/uPvg1puRY6OIiso35cDeDNunR7ms+OT13Lc9wcdu9gGgazoWXuqCTaV06p2ADJ/7Is9CZeXZvcbCIjCfMM4qmZboQkdgnAh4Lp1tXob5YeRVWIy8CstSyEtKye7e3bhsLlZWreR9W27ivZtvBEAIwb/e/SBfufu3SGnHsfwqgk99lczym3DaAiAE119jJjZuIZWSbKu38NSBMACuhIPQWBKEINtkoXqLjWxEo2RLFZGf9IKUiLzG1zof47bqNfi+8UOyqoJ6zSVY/vA9yH96ZHZZbXW2KSsjE5CKIsqXn7PXYsH0NAshbgEmpZR7znL7jwkhdgshdgM4hJsx4SXm0Ai7i9EtKpkhN6l4jnx0gMTQMLLrSfbs2YMeG+DIjnvQUylmxmbIDY/T091N9lffY2RwkLGxMaanp+nv7ycej9Pe3k4+nz++fOaePXte9n9bWxuZTIauri6i0SiDg4NMTk4yOTnJ4OAg0WiUrq4uMpkMbW1tJ93HgQMHyOfztLe3E4/H6e/v50937adjsJ+RkRFCoRA9PT2kUimOHDlCNKayZ8/scuH7X3ges9TZu3cvuq6jJ3Wsig4yRigUYmRkZMEc0/T0NG1tbSc9Jl2fPYYT93HsmI4cOYJAYlE5fkwTwRiWbBYhmfdjGhsbO6tjSqVS9PT0LMicjh3T0aNHF90xLcacjh1TZ2dnwR7T+Pg4kUhkSeR07Jh6e3sX3TEtxpyOHVNfX9+iO6ZX5vR3v/gCV/395Vzw+U184/7/IRQKMTw8zLd/dRf/7xc/4vsPPUU6myOTi1JWXYGtcj3+yfv5r4+buOcf19Dx4Bi77++k0tpP7+40+Szks9D+RBwtB1pGMrQzjacpRuLRTrq+MUzsA3bqvrWF7csz/HjwOT676TLI5yGTRXtmJ0M/+T7Jxx5gYGCQ6elppp+9D+1PGtD+v3VMf/dPXveY3ghx4hmR80kI8c/AB4A8YGN2TPN9wPVAuZQyL4S4CPiilPL619vX41+5Sn5n6HICdTbeZ7oXj+UPaBCPIKbtWJpNsOoW5IEHYDiC5TPfRxt9ClBQXBeT+ua9iHgS2199EPmj34eb/hl1xewymTI/OwRCmMzn6mV4Xc0PPMifLV/Ox1e8+lPUN78b4473WPC7rIwe2o/61J9T8kePoagKX/3pIMWjf0tGWcYf/NkXzn/hp6DrOopy5p/f/v5vwziBP/t7HwB370hgfnKG4YCDT//hwjzpcTE427wM86OQ81qKY5oLOa+laCnktfovVtIx1g7Auy66g5986mf8+y9+yFfu+h66lDRVbaVnLIsEfvq5j9PoC7Bu7SY8gav46Ps/w+6n8qRTOkKBr/zTGu78whRCNfGuP/Zz5DtxtJxk7bsciN90k53MggKVlwimn3mOOzr+jS/9/Zf44K3Xkfmbr86OYa7Mw/ARAExv+wDm938M7QefgN99a7bgomrUrw2e9FiEEHuklJvP9rVYMElLKT8npayWUtYDdwBPSCnfBzwJvGPuYR8Cfn06+9MtEl1zE3I5YchCJudDTuWQMzOk79uPPg7ClEef3o8wuRAjfWhPfBGL+hgyeBj55G+Q6Syxe36JzGbRe4dgrA958JlzcvynokmdvBLi3oGT/yC44jod07Pje/tH9oCWJxePA2DKK9jMKrpcmIN99+/ff1bbqRaJxfTSh75EKk9eAVVfGB8EF6uzzcswP4y8CouRV2FZCnl94rpPYjVZsZntfGTbRwE43N9FMpMmnc2gMMH2r36e7f/2OSZ6gvzvT/dS2fhJguMP8qOf/je6JjGbBYFiCx2PjaFGxhHBYfz+LEwNoASHGHmkH2eTA8UqUCwKw7t38P72/+B231au668gubMH8z//Fdb/+huEJQ+ZNGTS6F2zkx4oW98OFjtYHHDRHefstVgwjebX8VfAnwkhupkd4/z9U28iwaShaQrP5y9iX22OvdkS9kcU+vNxst59aJMVSPLkR55GBIOQSSDG+tHjoBYNMoEbbToN8T548F7yj25HxkJgsiKzafSOX6CHOpC5PNlEgl1f//o5fRFGkwkS4V4GksGT3m/KQ/dkCoCJqW5yuk5yuAsAS17BalZggTaaN27ceFbbqYp82aj8bEYghcSYpfncOtu8DPPDyKuwGHkVlqWQ1yeu+xQd/9lD/9eGuGr11QB89t0foTJQis/l5l/+4M9YWVvJn//1D/nSf/yCu+5/ELPdTtOqzxKLPkMw+QVam8f4f99p5cCjQbIpnVxG59CvJpF5nXwix/SROI2fa8C7RedpzwO888Df8/6KK/l07W1kX9hJ5L/vY+oTX0NUlWP+8CfB7gSXG/N7PwaAWH01yr8eQfnicyjv+co5ey0W2omAAEgpnwKemrvcC2w9032kgzqaS6CF3bNLLipDjIgKFEeEYgJo+RwWJQWyGKk60EIRTMlRIiOtWEsl33jBxF/4K0iFPXiO/AIct6D1PIeW0jA7rOi//AdySS/mq/4fP/7Glxnct5fayy6jbO3aY8dwfEU+AJkJQbANUXn5Wb0mT06M4QpWEzdNvOq+ZC6PqknGwrNTrcUTQRKaJNjzHP5VmzDlBUgNZYE2mvfs2XNWK38JVXLiOibZ3NyJgAtkyNFidbZ5GeZHIefV3Nw83yWcd4Wc11K0VPKqKnr5HAwraxvp+tGDx69LKenuHyeTyWExm3jX2xtY37qKyYOX8G//9hW+eeSDPL/ncm7Z+j5ST3owm11sfF85Tz87jU4C0aLzr5/4W3708E9xCTtfv/Ufuelj15E72kf6rgPIVB59OgJ5DXX1Ruy/fOpVNYqSOuDcrvxcCD3NZ0xKyIzZyGRiFKdcaGk/doedDbUtoNoYiNWTy0+RTpuZ7Ogl9djvkKqNrLMJpXaMSEyhMt9BrkQSDFWj65LMZAJ9pgcR7iJ/739CrhiRzzHz22eYPHqYhqZ6Dvz0TrSeu5C5GF///GdIJZM8/OKvZms6ehfywI/P+pjuGTlEQC+GdP5V93WFU1hkjmxqtgWp5zVieZ3JiU4A1LxE6nmsysJsTJ7tLxwFiTxhoox8Tgek0Wg+x5bCH4jFpJDzqqysXBKzE5yokPNaipZaXsMTQ/zikZ8wMjkMzI7p/qO//Bx167dSUx7CbFKpqSrmfbdvRYYm6DsyRYPjNi4M/B0i5+P7v/47vjP0Dn7c/z7e+bFr+XL7B/js8Lv4y8ffw772A3zK/W7+y/+XNEy7SA4NYb++FdPyaqTFhNqYY+TCywn+5eeQc4vK6LEwuRcfRY+c/Fv4N9uC7Gl+o3IIiFlIJkPYXLWEFDu6zc0jpl42JiSPxct538phUiYP+uQRssEy1MhBJoL15AMpYoE13ObbRT4VRw+oyPwkd+VmuD08Q17J4B7JMjxopmGVBTV1gIAW46bKCE8fDNLxk0cpuVnhP0a+xaYXb+CHv3ofK2vbqOl9EmJnH2p7ZITafAWhdPGr7uubyqDIPEpmNk4zkkhOJ5sNA2CSebKahkVdmIt+7N2796y+4lIVAYpE6hKhCLScxKTnUIDJcBi33Y7dan3zC17izjYvw/xY6nmF4xl8rsL5PbDU8yo0SymvUHSGyz64jlw+h8VsYd8vepicCvH4U88gpWRkdJB7f/BN1q5q5S0bP0c0nEBKqKpcj54r4wvf+Q++f8tvSbmSxNUZWpqLSExO4kq78Jn9vPeu22n/4yfR4glE3y4Gv/QiitXM+r3/jD4+wuR7PwzZLOmntpNr78TcWEv0A2uQiSjCYsP7806Ey3tOX4NF2dM8JBUsCUE6HSXm85O1mIlrfsZsMZ6ezLO+6TCHYhnCmoquSnTdxGTcyW8sXu7bdzGjuXcSy0eZClqJu1SyhHCodrIywM+y9UzHgjw4mUMnjd2/h6omhZS1ljpTF92jh7nzwa8QU7Lc/9SdLEunuPs3XyHe14M+neBTt7Xy1X/4o+PLUmbCYfT8q3uPTySlJGeOsdn+GGWZV/eiDs7k0NBRc3Dv8DRmmSea0zDL2UayqmSQukRlYTaa169ff3YbitnV5ecmNUHX5oZn6PCRH/0d33v63jerRMMJzjovw7wo5LxGR0cZHR19Q/u4f0cvyUzu1A9cIAo5r6VoKeU1MNpHLp8jmU6QzWUYGh+grKQEs9mM1WpBCKiuqiCVzDAzFSWTzqGaFP7wSxv5yy+vYddPn2Td7TXYLHaqvPV89B/eS2tlK0WWAHWXBuj98RNUfqqR9d/dhlAEMpNHz+bJTkZRSopBUcBkAiFQS0vQR3uR0RAkY8hMCq3/yDl/DRZlozkiwJ1xENfi/ELfgSnl4eHeBNWBIjp0O+WeBAOxYoKTNkalk3wsykCimf5YCVZnA+PY+XJsC08PLsNvnSIim7javoMOaeZQ0ka4uhj775cxZSsi5LiMmSITqRIzpoDgvmmN7TP7cfeoPD7wEEfHYO++e8lPpNEiGdx1XTzc9TP67/wjRh/5d379V39J95NPvu7xHE1EkUqcskyYa+1tr7p/JiER5BF5nfsHIpilRlwDVcw2kk1qGqlLFHQymeyrtp9v7e3tZ7WdQILUSafnPkhoIIWOIiV7+/fw+MHtb2KVhmPONi/D/CjkvDo7O+ns7HxD+9A0nZnYwjyf42QKOa+laCnltbppHRtXbkEIweZVF7KycTUet4uH7r6TL/zFn/Gbn/2YgN/P849vZ+PFtQghqGsqp8zv5usf/j6Pfftpnrnvt/zt/ndx4ZXwvc1/h1o7wwcO3UF27/N0ffMpdn7ixyQiGdwXLwcFnKudpI4eRvF6Kf3pD/H+6aco/cn/ohYHUGpbUBtawWxFKa9FXb7hnL8Gi3J4hq7kcGTMSCmx2c3sDe+k1lRJtnsj056d/Hggh8+0Hn/oYSqLu+mqT7I/52b46DAtNdewbNOzdI7czl397+WtpguY0TeyN7GLcs80F8bMpIp9dA7ApR4bMREh7yiiJ5LhxSkfh5NTVFkkv1dayq9yE2Qz4IlG0GtXIjUdaYYr3TGe2P49UpqLfXsVZjIhmq+99jWP51ejA5g0ENEgJSeZDzKd1jEpOYRuwZoTWKQkrSuocz3NZlOKqCawmCRpXbLQvqhsaGg4q+2sYnbZzXRK4vYy2+2MhgCcMxlmYt1vYpWGY842L8P8WOp55TSdmWia6mLXfJdyWpZ6XoVmKeVlMpm4/3+eIJlO4rA5jt9eV13NB989OzPw//33j/j+v38PieTGd1zD3/3PX3Pg0UMIZfacq1wmTzoY5cgv9qDnNAaf6WKme4xcNH18f+lgnJaffJreP/0HZu59hN5PPk/V4CgVn3g/5mWNxx8nTGbc39mBPjWMUlyFMJ37Ju2i7GkeTSexZyQ16nIazJVE9DD1rnUoopi15loGo1HyZjvbzUVMJWJo1aXsjx9g0N+DdX0XQ9Fqnh/9Ohmrnf25Ivp0yZRX59GxcZ5OtLNzOEQkXkf7hCA5GueKkgqkpY5idTlNcQu5KdjmuYiGlJm3BPystHtpT+cJ2108ckDj3mHJT006aUuMdG2YZyYeI5dM8loLzTw9PYQl7GKVU6Uu++p17vWcpKj4EKoG9oxptkdZNyP02aW0rWocn5bAjEYkfeZfUx4bSnKunO3XrwJQkcRjc8NOdMjmAAn5TJYgqTetRsNL3ujX5Ybza6nn9fThfUxHkvNdxmlb6nkVmqWY14kN5meffoR//+e/ouPoQQA62zpIp9JkUhm6Ds9Oe7tscy1NWwP4Khx84N/eSfGyElSrCdViQiLxN5Zwwbc/iL3Si399BeVXzc6ak9h/BD2VRk+mSeybHXqRHeon9H9fJ90++627UFXU8rrz0mCGRdpo7olFUbN59JxCU2oFJZ5GdE2l2OqgJGMiI6Hc2UivkmRkMsx3J0wcnchjzTroG9pMm15GsyppDjTz46kwPblDNLpsHIlm8FSuZk88wprmW7k7bEXkr8POCkoq1xH1Rrlm7WVcbAW3ejOWlIkb6xuoCLSwJxxiQMvitbpJaWbCeikjGQkCsp4Yz71nDcNPPHjS4xnPBMl0T+AwWwCJnn9pbHI+n8ckwWyfQdV1XAmBEBopaUWRs41mkxrEJTOYZJ5I8syHZ4TvP0r4Nx1ktCx6XnvZJ8I3Q1FR0VltJ5CoSELB2THhig7R0NwcdJpGDvV1tjacrbPNyzA/lnpe90zdyfb2cz/W8c2y1PMqNEs5r872Nj79h2/j+9/+N973jstIp1P83p/9PoGyYpweF3/ypT8hn83x1xe8n54XnyQb388Fb12L1W3jtu+8lZpLbNz0P7fhqfZTcU0zWmI34f2P8MhFH0DL5qj520+h2G2ofi8Vf/wh9FSS/ls2MfmPf8nAWy8iNzxw3o95UTaadU1HUSGdVViWaWSZbyV5qaBYTRwx29HzJWTVFC6rk5jJwWBnjKTLS0ZWoISnePCFL5ATcSobr2Y4OUlPLs+hwRFsHhelsphgvpoXtLtZeWMjU/lhsqVlaO46rmm8kG1bPFwddZExVfHlpmp2VF9Mmd1N0mojk9eomCgmYjaxYrKMUEIhr4NNgxrTIE//+N38cM8PAchlX2rcamQonZ7CaQJV5ond9bvj9z0xNooq0qjmBGaZw5WxYpJ5MsKJmBueYSKER6YwiTzB+On3vubjGVIjEfJHjpA/fJh7+h/lkfbf8avtP39zgpqTTJ5dL5BgtuEcmtGPXx8N94AOIq8hxMI88bHQnW1ehvmx1PPSrPBk3675LuO0LfW8Cs1Szmtqcuz4EuKZTJpUKsmylU08eOghnuh5ki2XbyU8HiQ8Pk06nkTXdAYOdhGfCPKrD32e/t89zW8//kWiI5OED3Wj5zTy8STpiRlSI5P4rr6YTQPPsLHjMZxrWtBmppGpJDKTBqGQHew578e8KBvNmZyOahWkkxYmEmHyWoykELSld1BTXUOJbGBH+nk8JfWMm67AlnfidtUQsUr6Qs/jLDUzGgLLxdOkMjn2xl1UJFZQ31rFr9Nhli0vJpctYyKXJHt7gim3laHYFhpKYKQkQMDpQaswozqqmXHVUOVUqVIvp9rt5eZIK9c6/PxebRGllFFltfD/s/feYXKd133/571l7vS+vRcseiEA9t4kkbIkyrIlq7rEckscO7bjOP6luCR24p7YjptsSZYsq3c2iZ0gQaLXxfZeZ6f3mVve3x9LkaIISgBIEFztfp5nHszctufie8u55573nLjiYqS/iZq/wl9++jf40v1/x6/etI1atcrTZx7AZ1XYxwqmEkfgIBeffXFfP3HkWXymynNTz+KyS/jjsyjSoayGEaxGmjGTVKwiimORThUv+P8xM1Rk6UCBMk9Q4TEe/vZX+MpD/8rcmWdettz9i4dek17KefK0L4TvOM3pwgvbkZIjyU8gbQlS4CgbkebLwaXqtcGVYb3rpaUznFtD4xvWu15rjfWs13U33skdb7mPaKyRf//rv0ckEgNWazdnEwkcxyHa3sjmG/ag6hrhljgD1++iks6/mPIphKCczBK/dieeljiKSyd2zXZ8XS0ASNt+sVGc1tpB8L4PgqriuepavPtvesP3+YdyIGCq7OCKG4iSZEpL0lXuJOkTHD7+z+zr+XcMePv4TP5v+NH4hxlZGEJ1S3YHbuSMdpQzU8/TfJuf9PMqmQaDnGWxtT/GrL2Jxu559tZuYDFbwnAFqVaKzIvrCRkVzGoDM+4byEsb/c5ZWlu+QW6sjy1KkeaAht63nXgmRdMddRryAwyZEd4V34XlVnlo+Sz4osTG6lxvFfmL5/4DYzvrXPPX/5Ng7cv8f9FdFPxlikofjpzG4zuIVa2hKjVm/DrXFBXirhqyUscKTKJIm7IaA7mClBK9vsSU5dCGST5/4U/FK0fLlJdNor5lXKLOe2tb8bjTqCK1esA7EqEq/OJjH2PmgxfdtPFFdF2/6HWklAgkUkgKxRdOPgkZeYhs8Sy2pqCJH8rD+4pzKXptcOVY73o1FjTS3leOBXmzst71WmusZ71UVeWP/+LlTdvqtRq/dueNTJ45xcDeq/mTbz3Jbz/012QXkwQbI6iahrGlm/2/+B5O/fMDbP+Jt9C0axNCCO49+TmqSyk8bY1Iy+LwvXeSOfAkje98N3v+5YsIIWj5o4/R8kcfu0J7/EMaaXakJNoRhLKfUi6Nk0hSlQnau64jM3oUb4PCW+66lu6Sl7O+YZQWD/lrGgm5mljJj5AwdLbc83aK1QCuYBi3aztd+/24Xb3s0IPMVE/TpHnJ5HtIVBqYNyqU3bMMBv1sUuYpdzYRFBnUQBMZNlN3RZnJ9GEpLr4ZuoZN8ZvZevNNbNncwdJMKze19dClBliOdbIp6OGvRTPNE24WFz7FHlczrbU0AZ9BzoqSsl0g4Mu//qt863P/Bt1w467V8AgHzDTm8gKKY5HTYyAdcCRabZnjjhuBTbFy4aWXCikb03LIizJJUSOgj9PsWiZChfTDz7D4zUeoOxadNRv7hUGHl0KxeOHR7+/gvFDa2kFSqq2mYSgOlDSVeukIPtVLUF6+OiHpWomC+frmdq8VLkWvDa4ca1mv2267jdtuu+01bUM6Xtz1tVOneS3rtR7Z0OvlTJw6wdzoMLZlMXH6JDND5xBCEGltIDM7y5lvfpN6ucxb//Q/8B9Xvs29f/kfqefzTD3wAJVkEm97E0IIcoefJ3/8KADJbz1EefzN8bboh9JpLlcs+vc1oJsa9UqGUnGEpHOOQLwdo1JhvjjI4UPfIBGaxTA81Fo8zFRXaG9sRxMq6WKFzvYALQb09u/B3bKTZ5VdLJsdmENn+ZkbbyYzMoviGBwZfZJHEydo3foUpwsraKbKnNzLohigSVukRyTIKH0s5vvJudu4oS/Mro4+RLiMCNQx3h6mr6mB03UXW7bs4a6uNkYzGv+5s4GfbutiSfVymg5GjGaKxnYeXHJT1w0WC2f56OQ3iNlR/JUsrZpN2cyQWogADiUnhIODbdroVoHnbDeKY1Gr/WDn1nyhPWXFgqqqUlcckjg0ygKNVgFbCk48e5znT57k9MoMv5UYZqq4fMl6xeOv7HL4A22sr6ZnOMKh8kJzGAXJFo/CipXAJ1R8l7Ek9W//1X/jjz/+x5fvD7yJuRS9NrhyrHe9VMuD6zxNod6srHe91hober2ctv4BdMONx+/HE/DT3L1aki8xMsIf7trFJz7wAf7shhteTM+w63U+u2cPD7///Xxm2zbKiQQA3r5+EALF60X1eDCaW67YPn03P5ROc6VkseW6OFpuEq1aIVs7RnpuiPThZ8gVJ8kVk6ROn+QThd+jrcGh1Bwh9+gw5YyPhsYIO93thDwVwqld7NlyM029VdoaE3jNGgsHFnCbcebHz9Hivpbm8q1Eoiafrp3g2WdbKFpRrrOSmPUgLleBh0oz/N/yPYwEsiyLVm6IztK2eYgvKjFW/ANsK6n4XHGCTftoaAky1H43m9u7uLvxVo4sq/yveS/UJbN2Hd1VYkY2UbAlwyLD1qZraCkauESNJqcCzizh5C6kI6kWW3AcSTlTRsNmTugo2NSdH3zz+NcTqyV06oqKpTvYmsPzYRdJy+JU6RZKZp1Z/zw+pcQ/HfgqW1SHh1/DQJu5ubkLXvY7J1q9svqvg03NhqcGbaRl8ZPtAQIiQa9RIaZdvgEa08k0R5cmL9v238xcjF4bXHnWu14SgVYTV9qMC2a967XW2NDr5QQiEf7+8Bl+8x8/zd8dOoPHv1offfrwqo9QKxZZOHMGs7r6pra0sEB5aQmzUMCxbVKnVkvXGU3NXP/MUbb+yf/lhudOoPnfHHXWfyidZrsGHXu6iDnnaCvFEYVzmOUcVn6ZqsgSC/rY3BHHGKlRL8wi/a00rFRIPS94356f498O/DiGu0RM0ZHhIqpLEu4+TbFxiuYxhWePPoYnbFJOW6Qml9lchbEZh1x8mXPZLsL+LAd4B4uRNu5flpytnqEez/NY9S7+9GSQry/exHitj5L0EvDmqAc1op6tPBeM8Cc9N6CHG1loaGKo6GNLX5CvnpvA6/bhjqbIBoLkqh4CGtwxl+DW/ALIWXSrRsg5iqyVsR0bsxTGkVCYLSEBW+hI6YD9/Z1m6UjmllyrOcNqERk7gimgzI0839bH79uCRLnK8fgoJTXF1Pw4hsvFkyNHL1mv/v7+C172gfEKkzmTShkQEluxMB1JriKx7Soew01QFLgxZtBqXL7okm3VyVnrMz3jYvTa4MqzlvU6evQoR49e+rUFQBoaytrJzljTeq1HNvR6JZGmJq5/+zsJfVcUfutb34onHEbVdfa///24PB4AAp2dNF9/PYrLha+5mabrrntxHV9fP+0f+Rncbe1v+D68Gj+UI6WUooo/FqI7tszSwiGqnmn8qQyhlRo9jV20Xu3hjtJt/Obgp0g0eYh4/dy2Ywf5qsZ73vMe2hvdJBbKuOISS7ZgVRWmLA0lozLQJ6l4Hd7xwXv5669qZKfH+OzfZdn+21t5aO4JHkjfwJy0SGhZMr0dMFigqB5lTl9hm/9tJKSfCVlk5dggzzQ3c7OnzrivASmTuGQjv+wUWQn42VZZptzwNhqNEukmk4g6ALgJGgFWam62NPoZUItESmMMFstkNElUmeBEfgQZAKcWREqH3HKRgm2DEcaRKRTx/R3J8koBV9Emmy4T8R0nLr/GEdPh6FKGtC9AtTrMomnynmIVxZjmLVUfTtBDbmXqkvU6e/Ysu3fvvqBl5xOCRMZkr+uFSLOwcBRJwaxh1/J0hYOMVEy6PTqLhcsXXSr6HSquy7b5NzUXo9cGV561rFehUHhdtiPF2qmks5b1Wo9s6HVh+ONx/sfs7CumC0Xh3Y89dgUsujQuKdIshPAJ8ea9Cnmrq6NZG5uCLK08RjDjoitVpSse5zf/7G/xmjYr33gYz2IZEVN45xaN2kyGri3t+D2ru+U13MS9QbRynLjPz6ys4f32NJHNHfzWL/wK9955Kzs7/PQ3eelq7eLn978L8iWK5TSN+V9nNH+Ms4k4omJgLCUoLk8y7H6MYHgThVqCdu8Ojucdnql6+dSKh0T5bThpH6FSGZMO3GqK9l15YuVOpOftKHILhcwOGtQIZyp5Noc1vELH8hXpC84yWHFodfnQq8/jSAfF9COBciZPzXEo6B4c6SCc71+7eDaT54bacxwdzOPnGfxWkvm6G1eujmdxmb7WFkY87VhSwRAWV2tlspqL9uKlp0J87wVnasahUj2/c79UsPHYGkdXapTsIhWKIMBMq5iVFaqOQ8BwiBkKHnH5XqTUDD+O/uZ4XfRGs3GDWFusd710pQpv3tvVK1jveq01NvRaX1yQVyGEUIQQHxBC3C+ESABDwKIQYlAI8cdCiDfV+4mmudUGHsHGJt7atJlMzSSdKbBp+y4MX5CWdgNXRzfXKl0Ebu3jNtd2rr99O53tAfze1eD7Dt8mdng7aXJr7G9oIKIrtH52ichVfXi9HhRF4eptPvZs72Lbpq3c0LSNbYEouXqKXFMMvz7AN8ZKFIompXwVZmrYp8YopyqU62nQ8xSFxnwlymLZx6TXzdlEmvsnlrCMTp7Ah226SDoqUq/S4xcEK+M0qk0cXpkm4m0mKUOESicIq8s8X4OChLdGl5EStJpEArKcwnSg7CxhORL9B1S5mJ1aokM7x/SUg6YmyEQijBZbaQzGsRI5Ytt2MinbIdqNqil4NZOK4qFLXHz1jE9NHOa9T378Za9fpZQsLNfJ5l7pNJdMB00BzW0zs6Iwb06xUJ9GUaCs2jhmEkdRUDAJGgoe7QenZ7wwhvCiMdfOPfh157W+Lt/gjWW963WrexmFSzzRrwDrXa+1xoZe64sLDcU9DvQB/xlollJ2SCkbgZuA54D/LYT40GWy8aL5zli3lh07MCnTs68XR6nRuWMbQgiaGzr40U9/mh9/588SaAjTq7bzth+7lrff2ICmrr7S73XHibq8XN0ZpSca5te9P0bYbGTz+69+8e80xFXe//69fOQnb0IIwWZfK3ftuwrHLfC7a/SEuwkOW0wGbMylFQaPnKOQOoztskiMTaPqYXKFKAVXkbngOMWyQcDcyrkz2/i9mRhHlqP8a/4QJTtBZCmKthQiLOIMpjSkU6ChdRNPZ4ocXpjmiOPitGIQ9BdxHNArNgJQrTQ1RyKcAg7glt+/5Jw9VyHonMSV0ahLk0+nfCyZYfKNPm5r+EXqaYFi6Zz6fBXLMfAqNjV8tCgX131PSsl/PvY1Hl8eYt++fS9OP5k+x/2LJ1hOv3J7iyULtyLY1aZSqNjUnRo5O4tbVfD7QFg5HE1FYGGoKq4LcGz/+kv5i7L7O9RVibyMkew3M9+t1wZvfta7Xld5JU3ahZfavNKsd73WGht6rS8u9K5/l5Ty96WUp6SUL3ozUsq0lPJLUsr3AK9vb+XXgP1CJ7zNd9xJDZNmf4Qbbr6Rvv27AOhzrQbG47s302IG8CjuV91WW8yPS1fZ4u5ly4duwNsYfHHebTd46OmJM7BlNUn9D3/jN3n3TbdRD1V57/UtbG5tZY+3F30GtLxkd2CA3/q3P4bfbRC2/XSUu+k130M1AmfkKJVSkGBiG49WHmWL70ZOFixavFu4J/Zuhp6bQhuqU684pKWgZvixvIKJosnT6jaSapDeuA89ouLUQCutDlLzWWlytkJ7chsOAk1WqB7+Q8pVh8899MroS8CewSin2FI9RNoyeWS2SLkzRkO9j3TZRft8P6puMHx1D2VXFFtKnp9aIHoRLattx+H/nn6MfH6ZUmr+ZU/qv3v408yUEmRKr4xcn1sx8RgOCNBwUFxJqqxgKAqRoEA6WWxFQVFsEAKXBpl5iW2+esTZNC8t77kuVkflr0c2Iitri/Wu15ZYgE732nGa17tea40NvdYXF+Q0SylfMfZYCBEX3+lt+CrLXCmsFwaJNW3ZghoMYgiNt7zvQ/hiqy0eXcrqCK6WfVu53rsFcYHOz/bfeNv3nR8NhNjc0U1/o8ptu7ewb6ePe//9XgyXQsBj8MDH/5Lrr9pBLZTlP//8j3BVKEZiCaTtJ7s4iyfdSHAizfbGe9jSfSuKnaJR78DM5SmV3DgrGRJqkZLhJkMbJ8oNeMM3ElnopWD5Kds6TwxPEair6PXV9AxFLZOxoKm+A8eBoKgzuqwyNGkyufLKQsbN+mnGSiYx43mmEOy84yb8ni5K1JksD2NZOg2h6zm+eJDBUp5hl5sziQKBi0jPuOnr/4eVY/fzhdISHyza1LpCFK06/zD5KKdmVmirVsmUJbb9ckd8MmlTcpUoa1WClk27d5ZuXwpDCA6MmKh2CQuBKiRSEbgELJxzKCRf3ZbGFYn9AyqKnB+VtVP59fVlI7KytljveumKoMe4uDdhV5L1rtdaY0Ov9cWF5jRfJ4R4QgjxZSHEVUKIM8AZYFkI8f09yStAUV/NS1YUBdUw0L1ettx1F6GWlxfH9jVE+JD/3Re8XVfEd0HL3bo5AMA1Xd3cfddWvLqb/oa2F/unD3gauWnnAHe8qwWZWcZKeCit5NkV6aeWmSQUakD3aeguFy6/wd/90/+lr6Ebj9uDKGaxA3GOznbTWrueAWU/Tw5mqVTdPFaVHFzJEbS9aLaCKW10I0vaEkTUJhxggHm6Ewc5Pl3EV7fIlVejzXPlGqeXMvhY5qtzGQxllHmnjtKcIepvwTai6NQ53i4Jupto77id0zMO/qifuZKJRzgv1lB+NaSUfHLwUX56+n7uKJzjb+oR3m3o/OmBJ7n1uT/hb+cf475agX3Jf0bVHAYXXh4JT5ZsdB2OZvJk5x1ClRG6zHkkEp9QUSlhqwoqEgcFlwKVPJQy57dLStBrkuHJi++C4rXd6Pb6bJ96+vTpK23CBhfBWtarpaWFlpbX1tRAFYKOy1h+8vVmLeu1HtnQa31xoekZfwX8AfCvwGPAz0opm4FbgD+8TLZdMoHISxfZaF8f/tird+xReP1HdEWCq5FsIQRCCO7cvIefuOnOF+d/8t3/EVVVaWz18F/+YSfRlM7mlvu47d5WjnoKZGtpwl7ob7uKiN/H7e8ZoG1zI76eJuLSB94w+qKb0liU6kSIYr0OS34eWbYpyiABy0K1HZZKZbximum6YFNTMzUpaFQGUewapWSZqytPcv/RJcyFZZ5PFPni6FGylRQnCxamu8hsrUKlKLBcKfoGKjTvuhaPsPFqOfY33YpZcvPghI4Qm1EFJMrnzw8+lD5DMTHM5x7+ff7h239LqFxiqi74N002IVmko3AV5rQGk0nuqibxKiZz+SVS2ZdHh86YyyzXqiyUayxEC7ipEKFIlgJbGxwUCliagqGCiYKugNsP5cz5dcrmamimw6HhykXpK6UkZHlxXcY23W9mBgYGrrQJG1wEa1mvzZs3s3nz5te0DVMoRI21M/5gLeu1HtnQa31xoVcSTUr5LSnlF4AlKeVzAFLKoctn2qVjmi+lCtz80z/Dvnfdd+WMAX7txz7Ee265/RXThRAEQzp/8/7b+f1r99J9tcY7f/EaMoV5tnZ66etow+91c9sdV9NxZ5yOn9nGNXfehE+JEzs9z8zIOWYmZsk6i7iLcUZSWUrBBkTdjUDBLW1WygvM2R76W1uoOAKPlcZWPbQWF9ns+jLl6TylJ06wMvkE5bqPTK3GUj2O7fEwbwk40o+v2WYyGSUcK9EkbAwtg70k8PlamD8dYFNgH6aUPDd84Lz7/4WZx5h/7B8ITBzhHZUVXPFdPBJ6O9WOLahKnajuYn99C/vSkyy4Ggh5vZQWnyWwdBhZXAHAtG0qpolVVGEojHfRh1fUCMkqtVyFZLmCIipYisCtCmqo6EKSSNpUCuePMo3O1xCWZCV7cZU/7LpJxKzgtddOnuTryczMzJU2YYOLYD3rtdqkSeDV1o7TvJ71Wots6LW+uNAryXeH/L43LPeme++lKC/tVseWrbQPvLZIxWtlW1c7kcCrp3bcsKuTuzbFMHyCd96zG8MzxtVbvBiOly3NYe69+07iu31EBtzcd3uMRm6grZRnsZxnprqAYQcJ63EC7gZStk2u5kZTVSZqcKBpK1XVR1PIS9kBYdex0eizDiPccF3+UazsCO8c/Qod2RRV2yZvtvGg08xSTWe2r5W5yVYyGY38LLQGNWxZoVStEGnqIp9bJubZSd4RjJ98kLP5BRz58ghx9sQDzKycJVGrcZVqcdDXwo/4anxzVEfD4l/n/ghr6SGa1A5aPD6GFIOe+iHKEw9x7pE/AuCfzw1joGCnFe7pC9EWcOMRFsKxUW2L2RUHlSqWomIIqMvVSHN+ySSzeP58xvE5i7ImsV+lJvSrUU6kaMxNEC8sXtR6Pyw0NTVdaRM2uAjWsl6FQuE1NTixbAfTcXBpa6dG5FrWaz2yodf64kKd5t1CiLwQogDseuH7d37vvIz2XRLFYvFKm3DJ+Dwe/ttPfQBdV+mO6dzQHwXA5VfQfQo+twvDbsbXFCNV6SBtqjSwn2ggSJ93P3t9e0g7TQRCOl/MNVPQLerCzVK+SN5RKEkNS3HTyCArnm461adR5Qg+O8sdznHqjoMpwxwvllByNkXbS3IOLEelttyI27VMwRUCrULc04g70EHO1UC67uDJJ/iL0a+xVM29uD9SSq7LOsw7AkXpYkELYtgRZsoJ0uPLqJbNHfEu3hKI010cJap4OJbKcZ2cocmoc2hujFRijk9PnkPDJJkv8+mJCXTDQpEmINEdlZZmiaKa1BWBrkBVqmhCYlkWlRXzvBU0EhkbVTPRLnII6+jYaTbLLH2y9FqkXrNks9krbcIFk8heetOdHxbWkl7fy2tto23aDkKCsoYK3axlvdYjG3qtLy60eoYqpQxKKQNSSu2F79/5/aYbDfVdRT3WJLFgGIB372qkJeR9xXzhKdH5Kx+k3dXPXmsbYb2LllY/ZkYl476ZI56PEI7ppKsq3zyVxMRgPpdnwRTM4KKmhPCpi8ylF3m67WpUsighL4o5w1yphrANllIrVBeTyLKGkq1hzRXR2/2snDIRnhilzFlKeRN968+Az0Wi4tBkmjw0MsOB5XPkq0X+w4E/YLS4RNRxcaoWpJscebePO7NZHpoa4o7guxAobE0vs8c3x75YkGfTVeyMguZU+KLrfQTdbv7rV/8To9YEQi2ilV1U1SKKMEHaqEhULNxRiSZMTEXBEFBBQVMEecCuSRbHXvn/XCo7KIqNYl/c8XJ6fBAfNdzO2mmY8Hridr96icY3EyvZCr//6UNX2owrzlrR63JgWaslKtfSLWE967UW2dBrfbF2Er3WIa/m/P/Erm003dtDQ6OHrNoJPpUdm1poqLWBYxHoiBNr0fG0XMXS+BiKqhPwaUxUVZ7PGaToIuPr5aHcLix9GRQHy1GIZnMcWrRQc26G55OkSm6UkTrFI6Mwmcb0lKgpN6B5wR0sYGkxTOGmmJghVTdowKJQk3x59BS//+m/5NMLw3ztUw8RdVSurm/itLGDRjYz+NQQ7xr1EzaDVKWbt1VGcYU6eGTeQ2P3fXirKn9QlZyb/L/MZ4v8++Ike6oJ+iZnqYok6VqOyfIS4KAKiUmZGauMKupUhIouViPNAqgLSTBsM3rolQ6uZTlo0kK9yJJzI8vT+EQdl1yfTvNaYTFdwu950z3Tb/AGUrdsVr3mK23JBhts8MOAdiELCSF+7fvNl1L+2etjzuvDDyp9ttZ5z+0NKC6VLds9TA/r3HDjbjLdZRZGqjSEm7n7R2MceyCLswy5uopHqITCOvM1lUfPlNgZiOJurCBPenC6E1TdIZKWB1E+wZOFLL5KmOp0gGjtOnxjdSqxZhxFRS2lsLtncfDQsL+H8jgoeQVXs4qVjqIraYSnRPXEED+Xm+NIg4uGvEVW5Ki6nubASZ1eV4i9re/Emi9R8HjIEWGzlmUCH4fLfewr7GYhHGU5PU5TdpQTvXdytXaG96fGqJVLHHXX2VbfhVY/gTDAlmDVk6gZP4qwqagaihBUNJVADSQSrdNFcdAEXu5A2RaYmonLubgarrP1AjtwcHHxrcN/GKhWq1fahAvCtGx0dSMusFb0uhys5PIIuOBa/G8G1rNea5ENvdYXF3pHCbzw2Q/8ItD2wucXgL2Xx7RL57sHAv4w0hBbHdQycIOHqAq3vreJ99+5mTv297O4WKGzx0NTj4HlWAijHbOiEo7opKWXU0ujzM0UcfmKPNHq4mOjc8x6/IyLbhaXVVYUL5FAM05mGMXWMFUX3YtncBcrKFYU0SaxUypqwcB0qnhUDXfER7nagKY53JKy2Z6q86hR4LeFRqteo6hofO3QKFe37+ZIdpZzmRrlxlZqugl6kGl7L9X5Mn69j1DBRvT346sWuHnfR6gkI0xqLWx3SmzWSigiDbkS9zQ8hReHmhB45BKJkyq6alNyqyAU8sIBJFmPpFgRCOuVD1KqI6kYVdSLfMhK4+B3G0Rda+dG/HoSDoevtAkXhOVIXJryQ/8Q/YNYK3pdDiYTiRe+rZ1zdT3rtRbZ0Gt9caE5zb8rpfxdoB3YK6X8dSnlrwP7gM7LaeClYNvrIwIY7/ewZz+4m1cjqH6/i9uu2YyuK7T1GXh7dDq2fRh3oommqBdF8+ISfj6ef5CTWYclbRpdMfhmYpJJ6eJ/5+5CpZGguwlfWsUMdWEEw1DO0n3oCcRjpylXw1R9fmh1kcvHaPa5CLsaKdRDVHSdnyv7uc2ukA978KuS47VnqKo6ivNTDIR24RhB9Ov7efZqDV0GMVGo+QocODvBPb59xJZmUHJ7mKq46PLF6Amco2KHOWe6mVoZ5h2K5Db3ExSkjVsR1BCEvVMIvYSuSAouDRtYknUEgnKwTrFoY6o21ncN+JNSojlQ8RVRL9KnKukqbt0goK1PZ2x5eflKm3BBVOsWpztP4zjrU6fvsFb0uhyMLM2vqSgzrG+91iIbeq0vLjYk2wR8d/u0+gvT3lRo2gVlnax5fD1eun+p88Xc5xtujfKj71tt7NLU7iYSDxP3TtNSayAcMEB6CXj6GZo4zn955lmKK4cYmTEZnhrlkfwSY9YyPmsAn/BiaHeiRmIgXdCyneqWXXhLrViVABWpUVyOY8k4Zr2KYbmwhZtJxYtdPUSLP0eYIFWzwO2uHLq7id03/jhLEx3c2PtRRos6hfkpzLqPJSOK6q8x7G3gpCyg1X1UjxZo8fwcpxN5PMWrOTsxxbeH/LgDLrZYCYJqkWVpYKgqdQS7tWFC2mdxKYJSXcOSkNdUFAGylqHm1MkZkk8MnyWTW32gOnLcgpJK1bOCuMhIZF1VcGkaxtq6F79udHa+6Z6Tz8tTzjBT7TOY9tppoXw5WCt6XQ5G5yZWXeY1dK6uZ73WIht6rS8u1mn+Z+CQEOJ3hBC/AzwPfOL1Nuq1oqprpybna0FoAtXz0r56vSqaviqpN6iiabO0Ly6ys6uPiN/A5YSoRsOYtsHM4jRaIYez0kNRb+b01ChFewRVaGzbEiIS6KDbJ4j6HXb2x+kqncVrr2AXFYo5Ba2jjNFQR6eKKlU0JUamZLKsqng8BUr1Ms/m0rjIM+roZIOQDFTpnoywPD9GONqCowlOL7bhNjTq5gD2tE1CVWhWdFDqjJ6a4CpzL/fsfSfv3H4dwUgrw6lBOo1lbKVMUg9gCcGJUpAPphcwVEm9qGBKKLhUNEVBL+bISpOqx2L4OcmpqRSOIzl4qo4/YjHQMviq99OK6VCuv9LhUoSGS1VwqQLLWn+DAUdGRq60CRfEBPNcd3jnunea14pe52Pfvn3s27fvktefTqbWXDWltazXemRDr/XFRTnNUsr/Cfw0kHnh89NSyjddG22f79UbiawXFEUhFTcILOv4Ax6iATdFDJZ9JTSlFywLaS5he/uZyG/DV2mhoK8gKrDzqiieWAPdiqCn3U9O62TGdy2iVqE6olKeMTAdLx5vmYBfRzGqGHqITN6kKRrD1OokaGZ4waIYaSVhuplX80iljqE47O27jnhlJxXNYWwpgMvbiOV/Kx6pMVTQaA/XCFXy3NN9H+fKEpQo7sY4DjtpUtJ8cqHKdbVlbLuOregYTDMpDbyKRE9DDXCCBpoiKNeXMRWFvA0t/UUGV1KcnSpTB3QBMT2Lop6/s9/YbIljQ6/swR1UoC4FmqKwPDF9eYV8E7Jz55uuNPt5UTNJ7qtlXtYhdD2yVvQ6H4FAgEAgcMnrp0vZNVWjGda2XuuRDb3WFxfkNIvvelSXUh6TUv6fFz7Hz7fMlaZc3mhoAGBZOs80NhJr9BP2G1D1AS34M/vQSoKm+ntoXdiB3eKDBR+OsNnRvJmrro7SHuthvqihWgKX18+O6CIl1aB20kZkKiyNtuIP1/H6I3jCNQxXiNFsiLRqkAm04dghOtrex0zHLtoHovg0L0asnbl6gZvmVLw5D2VhYloajyztR3pyjKcOk6lViOtudtX3sFjzUwm4SWXaCOgVUuYePr/okDh3iqX4Ts7MJagLHU0p447CMQxiKYMZW0H3GGiqwmg5g1V1qMQyqHaJ5WKJkUWbvGWhWyp6oYLft0Kl4lD/ngYog8cqPPdc+RUDyVqFg6lpCFXwjeceewMVfSVmpkb2mfPn1CXTl8dZfC3NJt5ImjIB/NKgsg7fBnw3a0Wvy0HZqiLWWFbzetZrLbKh1/riQiPNjwshflkI8bLkHSGESwhxhxDik8BPvhZDhBAdQojHhRCDQoizQohfeWF6VAjxbSHE6Av/Rn7Qtn7Yq2dcKL4xg3CpmY6uAJqqYJRDCLOXXu8Weks/S3NuH+lQha4D26mbC7iKy+zv20prm49a1cRwacwv19m2M4SnpYNyZhl3cgknX2RlzsAqF5G6je620dwhSkYr+YUdxKIthJUQqWKQvFMi2Oimr9GFEfCy6A9h+2t0OSrFYgkjPsvj7l5E7SFaI9sxI2kaWnvY0dhNY2sBo9dLQQ+zdPwqklUvd73lXfx47AMcnFPY1HAHWemibniId5rEPG56XW3MS0HEFcalCDL1PLVABlNJQDJOzTKZyeRJVSx0tY6/bmK4Cjx/osqRE1XqpkRKiWXbLOYdFEUjm315JLoBC0uspsU8sjjF6cE61dpLjrVMZpCl8z+4fa9j/lpJHFzh7GcWzjvvgUcuz8Pja3ld/kai24K6VEhX126H0Pmv3I9zkSURv5e1otf5GB4eZnh4+JLXr1pyzUWa17Je65ENvdYXF+pdvg2wgX8VQiy84NhOAqPA+4G/kFJ+4jXaYgG/LqXcBlwH/FshxDbgt4BHpZSbgEdf+P19KRQKr9GUHw6ClQBv3bGD/r4QAF7FhWNX2NXQTW/jLvYYbey2GglN1QiIPbhXDJojTQghiMS8/Mj+GLYlkHWHQEsb7dEaTloiaik8DYvUnTgVzxLCVUZzGTiiiUem5plRdKazGrNmC0ejWziW3YynaQHFa7KptYeZpgSFUA4rV8PfHsVMDeIuFnDt09h0d466OYfXL9GXJC0DpzBjRfLNBoawOPnsc+TtTdyauwFT9VOphjiSr/M356YYKeXo79/KeKlMQBpoioI0syx3l6lUqxjpAIFqF9miQriSQzcSlGsOIdcyDy6keHa8xGefWmS2tMwDkxPUzBIVl8PcWBpzYYb8F/8JgLisYyk6ioCMJ8TQWJ2DR6rMlKoM58vYQ+M4CwlSlezL9LBtyUOPXZojK7/HcZJS4uTTLByYZmH0PO0OgcVlm2Lp9c/nXSuRFaOmYNa9zBXO/1CxFhj/9Y9RyeZ+8ILfh7Wi1/lYXFxkcXHxktd3HAdFKEjWTv3+tazXemRDr/XFhZacq0op/5+U8kagC7gTuEpK2SWl/Oh3p2lcKlLKRSnlsRe+F4BzrNaCfhfwyRcW+yRw3w/a1kZby1W62hq557ZumlpW/z+8moG76OYt7+ngLTd30bIrxE37W9nk7qLL30J3+/sJB1fzwd/3vj2097VjaDA+WMAV8pNeSKE4JoHMSRr0g9TmddRgDjUyh9/jwyhL6qLKA2f2sqJW0WQDYb+C7TSzMNRCwdJoqrlZXJqk2BRCcxxUbxBmv03A00TjNRVaGgI4oVEOP34OYajkhj2o7QtUmg2Mmy0GZB96h0lVc2OW6nhrYa7Zvg2xYtHnbqJx82YGKyX8boGuqVjVSepIRHkFyzawqDA+YtMlqoQZJ1hyCKkp0kXJpH+Z0eo8Rz7+d5x8ehYXJi5VY2o8zdJX/o4Hn3mK2T/+BiHHwhI6ilDoaNpHwK9Qq0n+27PH+H/HxpHJDGeWz/LBb/3qy/So1iTF0oXduKWUL97kP3P6EezHn3v5AtUy9Qf/mTOzixzfdH6nMBxSmJ1//VMT1kpkJWRpVC0Pc7n5K23KJSNLGsUzk69pG2tFr8uBUOSLLbStNTIgdD3rtRbZ0Gt9cdF5DFJK8wUHN3sZ7AFACNENXMVqdY4mKeV3Qg1LvEqJOyHEzwkhjgghjqysrJBMJllcXGR+fp5MJsP4+DiVSoXBwUEcx+HYsWPAS0+Jx44dw3EcBgcHqVQqjI+Pk8lkmJ+fZ3FxkWQyydTUFMVikaGhISzL4uTJky/bxnf+PX36NLVajdHRUfL5PDMzMyQSCRKJBDMzM+TzeUZHR6nVapw+ffq82zh58iSWZTE0NESxWGRqauqi92lf2M/mAT/zC6NUKhWa/R4Cjptwk832q/xoPgvhq9DZFMGxJNd238TKyhIA3uA023cHsXMFtmx2c2YkDxKCKyfwTU2iBYs4RgJkFVtk8Hj8VLNjdDXfyoQrhSirRJrKNLsyrJxQSc2FyWY9SEUHM0ZddeHfmiG4O0XvrVFCgX1kphNossSxr07DXXPYHpvMx72o2iyaUcUcq9CwswXpW0ZRl/FaLgJ6Gz0eHz4nSqtyA6ZLQzM0VJdE01U+EpxgefI4Tak0cf8w7RmFxi2naNn0KMHQDMPZCgFnmU5DUNdcJPMOZ9uX8Yfc+MuzZPwFpqayfGXyGN9o6ObI/CJBalSlG0VAoBrksXSKyYePEMt2UKroHF9S+eyx4xydTpDJZJg8d4ZKpcKp08MUivbLdJJScuzYMZ46WH7x2Js/eD+Fs4+xcvJRcl/+AtlvPkjm9LMvHnuT52zOHnwKJzHLiC/LUjTKI4eeeMWx53GbjI4vv+7H3qFDh9bE+eRFoy48zBeXXpfz6Ursk4LG8DeffE3XiKNHj76p9ulijr2lpSVyudwl66QAqli9zU1Oz74p9ukHHXsnTpxYczqtlfPpcuzTyZMnf+j26YdRp+/exmtBvNleWQkh/MCTwP+UUn5ZCJGVUoa/a35GSvl985o3b94sX0se3A8rf/nJMzx8eIZv/tW9AHz184sEQzqFb6Q41ZFkZLLEj96+k3e/UOsZVnNwJ0ZKVEoWdjnHkc+d4Mz9D+L75w7qpzcT6IjQHD/L+NO9RBMq5fh2BjNfploo0rnrGlwteU4c2MrANpuOUIzeKZXZvhFU+sB7mImHx4hv30pD8zxCUakdy5BIVWnboxFduZ3Fv03Q/OdLoF/F9J88RPwP63T+sUN8/2ZKQ6NYd15DNTXKnJpmV6GT7R/+Cf7g4Ie4be99eE4c5f4DB9nduptN1U5cWz18yhzgttQs27ynKQQbefrY03yofzNDnhiPKr/KQvIU12x+mtjyTk5bHqodjdhnFbzq33My2cnWY3PccP0Sy1oTm60JPmP8F0LNbfD4MvbdLUi9TMdwla8WnuSo+yiz9/0p3uF/QX3bL7GQNfjiN0r84j0WRkcMAPnUE3DdDfzdv1b5+Y8EEELgfPm/IUsLyO49PHJohIdTx/jVwM1Er7sT87qr+Zl//Gf+5bZ9iEc+z3+a3AXuCD/2653c2vjyiMc3Hi7h9yncfpPnoo4TefokbNqMeJU3NpZlvWG10EtlB69HXFLZsM9//PMoVjcHWp7iL37kNy6DdZcXp27xYNu/IX7vANd+8v+75O28kXq93jzxxBMA3HbbbZe0/v5f+yj/r3OeXL3K9p/8Iq1N0dfPuMvEWtZrPbKh19pCCHFUSrn/Utd/U42YE0LowJeAf5FSfvmFyctCiJYX5rcAiVdb/zvU6/UftMi6pC8eZKsn9uLvStkhENS46r2N9PWGue3GZtyel9e4dumCLdv9XHVNmP23dXHXfc14yypaew17QZJbzmIumyDGaQ1sw2hMkaksUyzWMVw2547vRpceTEVB9ZmUe+bQGhT8wWG87mUaEwpK3k9p0Q2lPKWUQVTvRBbipJLz9O7xoQ95cHUfJ31okMrJCJlKCK/px5X2E2tvxh80MJ5vppAzGTmdpK2/nZAnTsFx4w8YPOPSSGuHMJNJKktfxUhNEy5UaSjVqVYLOOUl2mrTxJwx3u0cY8eEjrRtxiMmsfgwlTBItYve+hm69gRwSwtTGGRNibv6FB6jTO3aRrZnzvGO+vMcyKkk05JdU5JzDzyHtXAOUrNUqxJdgwO/+w8v5iiXsilys2OcPZejmEhil0s4yQrlShvp0VMMLY9xt69OzjPGXxz4B/7im/+I2wmReuITTIUC3NM/RrPrazwx+fTLdJNS4nKJCx54KO3VNA7pOMyfXuCRL4ySXrSolBxkrfKyfNCxsTGk88aUcXvuaI1M9tJeq3scG8NOYFvnLyn4ZqcwMs8DH1BJjy69pu2MjZ0/53094MNCCgUBzCzNXWlzLoj1rNdaZEOv9cVFOc1CiEeFEPd+z7S/fz0MeaFk3T8C56SUf/Zds77OS5U5fhL42g/a1sZT3/kJBAxaGl+qYe0PqASCGp23RPB6dPw+jXve2fh9t9G8uw+huLFOVQiWVMi60DMeWgciTLosCqlB+geK+AIBrCyYNRVVaJgpC9NMQnMeRQqyT65QmomgsY3W7RO421zUhgJomkZgPMLKY15cEzsId/gJLoeQIxUkKfQjCqXlMOq8m3jPAPGWRnLjGgGPm9JQlGyqyjNLJoOfCFDJebihq5Mb1TQ54OncFB8OG4wrCWxPHbdeo6rZnKy5kEububkwQq9YwaUobMqf4eenDrNvZh5PwU13dglL1IhGfIw6fuq2m6WKRa83x1zjNPGwzq2lR0kXO/HETRQpqfjCOOlZarkSLE9SKdRRqTBWXGTl8Bkc2+bjU4/zl89/FlE9zMQf/zvm/vG/Y2cTTOclI/NZOrwuFsNN1JwSuUqOr48eYavVjV1dZixzgm53gk51kdwzDwEgy6t1pU1r9YFHypfnR38vleEFMg8ehyc/tzohl8OqZgjMPs+pj58h8dQ48uA3ITm/OvhwZYkOl4089dQrtiUdZ/VvvcZqD99NoehQLF/a27CQlaO3+iW8dfPFh4JLZWH5jS9bd/Jrj7K4TyNffG0DAdvb218ni9YefmGDUBAIpqZnrrQ5F8R61mstsqHX+uJiI809wH8SQvz375p2yWHu7+FG4MPAHUKIEy987gX+F3C3EGIUuOuF3xtcAm0tfnZufyklPBDUCIZWHzBCQeOCqpn6m+NE4i7E7zkEFp9Fzgnq8wViTXEmc/NI3xm27Goj4OpgS2MEURNgwUAkSGYqgFN1KI3sIf18nNIBgb9zgdr8NHNfncSw3AQDUcZOZyHdCxUoliSt3a3ECNLf0YFxuIHY9n6qK9B4+xZaOhqQdRXRpHD9r9yA4dbYYvby7g9dhVIIUVcsloo54i43DVaWHmuFqDvNSKnMYqGK26ry32dzeJqPk6KA220hbBe+mo5jRmB4iutDcyhSMiXaGFFioBlUKwaJimSPsUxk1MElF/E6GdxZuFc/yyYg1xCipkyzuJyjPniWua89T+PYx1jY0sEXP/dJRv7pt+ktDDMwOszbfKeRvUFyygJVQ3Asc4y5bJXOoMbJkM2fZk0+Eg+wUCmiF5Z4oizZ72jkSiUcfOyvQyk9Te3456jWq9TrEl1/Qc/UUeTyAezkaucqO13AyaaQiVmKpxdY+quHIbP6Aqf89ElkcpYm6yD+1CnMU4OITVchFyZwHv8YZ//h7ylPjeBkF5DfFcGVUlL6+r+Sf+Is9lOHkalXNoXJPz100cdsseRQLJ7fCT+0eJZSvYJTOf+bJd0uM1wcZWfZhMTsRf/t7yCl5ItfL71yevHy1oNfeOoYpS6dglZ9TdtJJpOvk0VvPK+1uYkXGylUhBBMzF/6MfBGspb1Wo9s6LW+uFinOctq5YwmIcQ3hBCh18sQKeUBKaWQUu6SUu554fOAlDIlpbxTSrlJSnmXlDL9g7a10RHw/LhcyotOMsCe/SEam1wABAIuYtELy3396Nc/iqLB9p2NmI9+haDhpZAaoqV7it6uW4l0gttdojMaxa9rGLrgw7e1E16uU59qRzfBH9+FvdxH5ZjD5O/UsZ4qsGVfA02+ZiIyxKa9Cm27NRq3BYl0ROiytzDQvYkbf/saOm5rBksS2NeCx+Mhs6STGvPTcWsHu65vYduD+2nuCIHVztFyCZnLMbiSxF6MkCvlGZma5dvzCb48OsxW26THGmVBpNjuPs602Uex3oRtVom018iWR+mpPkLELNEm2zirt6IIyC5W0DWDdMbiZ3PfZH/iLGWPg8eZwPBpNEZN3mdKhFrDWTHIHDpJg3yQBnOGpVo3C/PzlFNDTDsmfV6TXiPB2WwKtZQjKQVVw+FsbZlDy3luM/ay3Xc1nQjuKBh4nTNotT7GFR2jnuPGgEFv0MtTT/4fRssZ/uovv8XsyXnihXOo5UWKM4f4u3/5JMPPfIZCvUT1wGnqjz2OXJqicHAMozhJ6uhpagsLpD/1KNWFZex8haJik6raSG8YWYHM80+xqNnMe73Upk9jL3+XE1xKos4/jRh+DLmwjEy/Mjq68rmDq9HquUXso2eQyQkWxk+dNwr+6BdPYqYKaKp4Wdm8euKl7X5t9BmOHjjA9H/9PNKykeWXO5e6NUqybNFiVpErP/jVvJMrUfrikzhDh5FLUy/tWlmSTNjMHZp40VZpO1hff+S823m9xom41RLXehUKgR/8MCvtV0+X8fv9r4s9V4LX2kbbKxwkKkLASvrSS9e9kaxlvdYjG3qtLy7WaRZSSktK+Uus5h4fAL7/+/wrwJttcOObhZZ2N3v2v/ScE47oaPrqIdDa7Ker88KegWL9vWiixPU//SH6Nwdp7Ijg6xB0t7ZhyDBetZuGa4I0R0KE/BqBgEZvr86v/XoPwrYwCiBcAaLhTeSm5smnloiF2zAWm2j0dVOp1th9dwO4Ba37G2i6pomt77qGcGMDO3+0jxt+civ1uoLREgSgktKpVdwIIWho9dO5pxkA3RdHi8eZni1x+JkRpifLfHxyATugcjybQbeyHBNe6vUa949lsVfyTJUsMpUgmppHeFM8mE7jz59g0oKPti/hNS10LNJLFTRhMJgYIemHvfbDDIoSZ0pniHrrtPiXudk1x4Jbo7A/TilcxCXK9ASr+PwFProjRb2UpdcTYTjvoSGQoVJPojlBHqzkkQEDf8DDRKqEuhTmBr2BKkFuDUni2gKtVo5zJcmxagBXpINl04e77mEusQxmEv/oJ7ClTdP8F1iZnyHXGKCWTXBk7gRPpw/glMqMf+1B7Ofu53FjiDP5xyj/xS/i8Y1gqSrHSn6mqg6JbI7ayBDms//IkuNw1q4wfuTr2OdGKQ09zjMP/g1OtYycPoWl96O7sljleWQ6i33/n+OUV51cu1BBcWmYY4NUnzlJ9YkTyCOPcO7xr/D4cydePLbyJYtazeLk144z8qln8fsEhaLD+NgKAIlPPvVi+sejUycYGxoieMMA1WdPU/37L1BfXsEZHgegVltiJFkgZJdgeeplx3D16BCVhw6+bJo5uYSdKyNTaawHH0SWq0gpSSZqRM8NYZ74FuXHV9NY5GKC6uQKhedGX7YNe3oa+/4Hz3veSLNyQefXd/C1wXUrIYot+vddTmbz2A+9Ml3mxf0yzVeu8zqm0LyZ8QoLqaiAYDm/NiKC59NrgzcvG3qtLy7Waf7b73x5oZnJTwHfeh3t2eAyoqoCwzi/5K0tAfp7f2CzxRe55zd/mmh7C33X7CQWj6BVvRiuAMWhJK7CZpxhhcYmL363hiIEiiIIR314PTlCqoMmbLw+B8VVJNzh5a3/4UZu+7nddOwMENsUZ+t1LQQbdVp3h/G3+BCKwtbfeOuLVRR8m1sQL7T6ijbHCHzXqPju/aspKIbPh3I8zrsbNqOpHo7lTjJfrRPvjDJhWfitIpN1N0tKgG+nDdK5HI9Of4l/PPMlhpQMK7NnWXQcvlTVmdNdnCjezH3cj6KUqRZVTAzKpqAhYuH4dRLlHDU5SQyLHwmneETfTTHm8EWjjXysRsRIIESNHXaGL+RzTAgPj2YaScswhrfGc6kOHp8pcnR5meGaxbXNERSlgdl0GtNXJNuooeohrm+vEwhZjC1NMFsTDJXeylC6xvzBefzLp7ndtcDEwnZOPjOEaZvMT5UJeiSO4iF39mmq5XkqyyUqQ0NMudN8vdekIRLCWi5gREyq9QrCFWPMaSHuG2P+m/9A+liCqitKo+ZlU2Ecs9hNcuQcM8sjfO7gp3Ae+VccM4CuLWPnz1IY/jb2kc9Q/ct/R+3rn2H6yAyZcpnpP/pTFj/7DUpTM6QOH2ZbaZbEQw+RmZmlfHaGv/qFb5BIFliuHic1sYJSLqEeeILMw18idWiE0uActf/3X7GPPchV2QyFhRV8e3uoHBtjaHSW5//8d3E+8yc4qQymU8NUm1DreWS1iEwuIK06slwg+4UDzP+fB3n+WJViyWF4rE7m26epCxUzVUboOvbR09jTyzzwyx+nK7qIL3kAc2IQADkzT7kiyB1addCllMhyAU4/i1wap/g3v0/2wGptbWnZfOtv/4HaF3/zxWNUSolcebnD/d1Iy6TqreI+d4Zy8/mrmJRPjFI6OYEzPo1MDCFr53fKv7ejoF2skvjkK51s234p911KibRssjmbVOaNGfR5OQiqNpZwgRCUq68tzeWN4rV2gNzgjWVDr/XFRY2Yk1L+3ff8Pgr8zOtq0etAuXx5cw03gOt//FoA7vr59zA9cparAm387m89xId+6h46uxS+9UQLgY+6uP16hdOTq0/iQgiuuWETQ19NY4dixGOCat82gq1xrn/vboQQ+BsM+m7twhdxc92PN+EJvHSIhre3vfi9/70vDb5ou7eHgd0NL/7u3Lv6PdIYpf3AJqRRplWLEw4ME7v6NuyyoC0SwJBFOooRDmXcyNwCD3fUSLjDLDZmGC7V+Wa+zMj0Mh/o2ofbXOFYYgYzuJ/qyrcxCFKuFijJHg7NL9EcamZiqYLXyuExT3J6pUqnJ403anNuMo8vIDDKCyzoQfy1J3m25qGjJ87CbIJwuU7JNsirSxyxtrDdv8JVwQFKxSFc/j4ey2bR9S6MwDJ3euMEXbNkG9oYPHmKH43mGazZuHQNJaBjOnWq7nE+NuXlV5vczOZ8tGuLkCozvZCgpTnHWKmZ+088hDcepzE2ye0eiywdNMfzSA+YgQIut6RlagZvaIWEucKzO3SGl+Lc2+nhTC7IQn2GvmIjSkYloIyTH1lB+EZIxcuczpY4Vl3m38VCWCM1nPLjVPUc2dppWnvL1D0mph3FbaVwFkwWlizsf/07JmbaiK+c4tBfnqXFlcCuzTH29ePs2ltjdmqF3MgBYoNTWJFzlMUMt7l1JotL6DGd2myKRSVPj+5QUA4h/v5zOEhsdx/tzGDNPU7276qE9vWhN3s4NJlhqpgndiKNVRIcOZnmJwvHcWjiYGGF3XYAT/5ZmIuSzSa42XsQqdqIwhLFTA7PyLMsTBcpJUvUj/VTqnvYXnwCp6aR2nkd7m//E5XD38I2GlHqdRpnj2JqDq7MMlbeRhFVlIWnKLsacS8kETJJ4lsLNP3KfasPhoUMWkMJq5Km5t714rEtHYfsI2cwt3ZiH3gSr0tBtrYg3CpOIYOiuqBURoQCTD0xTL25A5fn5WlXlbEl6ovZV5zTjx3OEAlq7N8WpHBqhuQ3jlN6z71IKYlFVqvqSCnJ5hyWEjZbB1yXevm4YF5rybmAYmFjIIWg7qyNiKDX673SJmxwEWzotb64IKdZCPGXwKvmPEgp//3rZtHrgP198vs2eH3xR0MEwhHKhTw+pcC1d/bQEPAS3zKI16tyx1UaPv9L0e3d/Y0suGZo3aXjCYG0N6GGfC9GkA2vii+8elj6I6/+Wtp/3Uul8657Sxdu7yuXbe2MM5brpkG30KoenqussEtK2kvN/LI4QzVQ5VjVQyBvkGg0+OuFcXb2tGKS5OG5PIfKBlqkgeGkzfNVh6v9s5QCYawVgeqKUchHKIae5vGsQEvYPHt8gZ/c4sGqaPxLws298Qx2SqBkTIaboiSnt+Fv17mawwx74xxZyRNy9qDrT3KyEiJXzPH2m+NEp27B0Kucdl3NwPYpnk94OZzqQwkV2OkZoVwXfDVh0xDchOFd4WT2H+n3SIiXqdd09LktNLoquEQZWa2TjGnki2lm53y8J7rI7qkpov01au4Syy6N7aaHkN/Nc4sL1FSFDrfAH5DcEn2MJ0o+klLldL5AXZ6gUzTynHDRbBwE6zYaZ7MotTwrug/Ht8Kfjc3Q4/fTq3lZNiVtLVXyToj6zEnaWzMs6BUOBkrssLwMFDNUyhKPy096poRTm+Bt+84hXTO0NITQxQLXmyXyuTmGtDKbtDAdappKsYINZFIStzvAqT//VXrsKQKuCJlAgEbLJH/6FM4OB9W3lYncMDt8NWqpwzw2fJBbRl08aL+VDrVIz5l/gkIae7aJUrWOqz7K6DYfhq3QfvgZDF+dm3d7GE3aqLEYEXMJ6/Fv4Zo7STCs8+SKYOEPTnPzHR9g4K49OA8f4+GnH+AdwRFMo0Di5N/QWN5FLFRkphCj71/+gsMnqvTvbEBrMPmnZz5JV3mFH+ndjjU2hpW8Fi0UxJyeQvfAZN7EqvRS/PinoGkzyafHUf1unnt8mv3mKC7dBVEV0baJ+uPPI40GKo8dJPBrH2Ho66dY3uxDi1p0d730Jqby7FlczSGkbWMlMqhNUYQQnDhbw9BN9m8Lkj+9SPrAGPW7LRR19fy1ZhLUDg+T3ncdx8/Uf6DTXK1JRsdNdm67/M71q+HXbCzFjZACVX3jK6BcCul0mkjkwt/6bXBl2dBrfXGh6RlHgKMvfN75Xd+/83lTsVFy7o3FFw5TyKTpG/DT0hlEExoNbX48XpXGoMo79r080nX3L7QT7dRoGtAIxLro3vZSMxXDp+KPff8czu/F63ehKK8cLNXSFaR1ewzfLXcQvvkqLMMgqDm8vf022us2phlE0yKEU92Ui7PssbZSqVa4qcmL2t2Aauyj038rT049y8+234jHyOJ2lcBWsaVKOXMtBS1LMR1gKFfAVQgQQTBUSeDTk1iVc0SFhZh9ioUljbHWm3k4sYnnSy3c0bkddxmubn875YY+fm+pQkLmeGLsOua1n+Gsq4verVHGxX20eK5jMPklnlscpFStU6rVqPrmCEU0HpoqsGRsJ5Xso+4q47fjbAs/ym0tS8xUHOqlJqaNEAXLzbNxL/PVOgccD9P+Pv673MnXSn6adMGESzBqNGBoFUY1BUOGOKIWmM+P84msxZZuP5sNNzNZi4LiZSqmMm2H2bUpQbdXMG/4WPZFKPujuBWDzUaNmaSbQq3MSHGcp2fKDOJjTHGjhm1yoSJmvcoKdW7do5LXFnh2ZRqjsszBRBxXqY4w0lTMZfK2m768oL9hDjuY47CpUTTzbK8s4W+scaycw2nX8bgXaK6kqLmCzDUY5GoW4XgLfzCTYqiuU1PmaafEGbNGTXfR0Q4uxggWcrw1OkZSHySjpmleCpI+PE3Bf5pjapJFvY1p77WkVZ0KNdxDT2OHS6TMMql4gns8CrlUgt/+6y+TTRygWT3FvF7hcHGS3NIZrFNnWVwpcurIEtXUOL74OSr2DOVkkU6nQkdHiNSj53BVlyk+/lnMz/8nyg8+iUdC0XbhFSZap0nhuTHCW6I4tolndALdSuE2RqGyQK21E3nuOazjB3Gq85S//iBGZxNy8Bl83iCylCN/dhApJebxQfJZsL79KMm/+jpf+n9/yoMnvgWHxrGeH8GpmcweOMfQdI75h86Rm8kipaR+ahyZL1B4bpBSukryi89jFavUz02f97ycfHqG6bkrG931Kg62vhppdp/nGvFmpLW19UqbsMFFsKHX+uKCnGYp5Se/8wEy3/37hWlvKjYS899YApEoyfk5brmr58Vpza3GeR1ZAM2l4PIKPEGFWtmmLFdenOcJaAxc//oUZfH4dG79lT1s+eh2brlnP7YnzC+85X9wzQffx3B6J0Z1L93uIA25DtSqybapa+h0t7HZu4NKTUMRDr7Ubna27afT7adcMKild1DNurjl3hvQzThOVSE9PMPMxGki1R14HI2RlTRxfwbb78b0efDFmxldmaPfu0I84uEfx3N8ZcrLNc3bEcUZOvs76PUFaWq5EcvXz0LUQy3SyMRkAkfspjW8h5uv/2WC7T38Fdt4LtxPpaKSNOrs2nIfTdvfhmk30qCrJEvNLGs7OFfbxucCXWzxHGFzJUNQtvLb0SJxUyXX08dzPTFGqjXq1ShxTeVYuUB7qBE9oFNWFE7WTM6UTRaNvVyll4lEWmnQfoNPnznLcjDKGW8ni8oCY2adimoSCHip2QZ3N3poDqjEtQoebYDZcBf+oM5Xg0mi/jAj6jbaNJ2aU0H0NmM3deIsLVJpyDPgz5ITQcpOhayTRlVMnq3GqWSaqAYNRGWW/G0ZduwIkixEOLSSo0vWyMs05UAIv8fB0ARF2mlpWmKpZLF/YJqT9TDphERDUMw3MJF3EJ5Jdg8cobmhhsg4CD3I3yTK1Dxp4o+eoTI3TdFls9MfpL+jyDsGxjhXmedkJU+mskRieoVIU5KeQBWPrnBgtsqiskKlsESnO0Wq2kgGyazLoZAqcCppc3haxdQLVG0dtTrE8LhOtHqWTP55JpznWNDzOKcfpzZ1FplbJK2WaXY1sNt3kPEjJ3l++SxLJz5Lykkxn8tTMhKUKz3MrAzyH7/25xjiIZTqZ3A8fsz5KfTMQXYoB0k+9jTyzEEGv/Apio/cTzG1yFdTB1g5lCJfKfPgk8eZe+J5qrqfqJMm9aXnOHdyiEf9K1imQ/LpMfJPDyEtB9LnmMjOowxP4ukJUXz6HOWvPgNAbTr5sgGGY18fojiZRJpXLsLrURxMzY9EoLM2ck8nJyevtAkbXAQbeq0vLqUj4Ju+NIXLdeVeB65HXIbBytwskcaXakC/5e0N32cNiLQJAnHo2uVn/81bXpyuaoKmvtcvR8wIGQgh2H/9Zq65eg9bWq9CCJX3/vc/5H333ccvtbcQkV24Pe30bbmbAe91LM5eR/f8WwgWu/nV99zKruZbiPh1kjk/jXkXy6kiY5MKAUVFW/JTTtZxV5rxBHvJlg2OlQqEDUkh72JsqYFbtu5nqZ4iq8zQEx3HdBukyqNEDB1NGWTJ8FEvVGjbH6VtX5YFO0vZ281c8CfIRaao1ROEfV4aNu1gujDC5848y7lCP13NmzC6mrFVjVC4j3KmhO3r4yHxfnYrM6jKQaS3Spc6wylPJ07vVubkFvbGBV1Vi7f2hTlRl+Rw41VttnUGOFXzsbISoEVvoC/UTS18A+1OjW35OMn6CDubr6M9nWRKBDibPUeqIhguFnhGLFKWBWqOhqr7yAiDp5w7sYNBVL1KOB7Ar5c4uNhMWlEw3DVOS4NMM6RMhac8KoHWGvM9bbh8LhpadOLeJLfvsFGrAfyuOulsklBGpTRSZyLdzFfmCnjsOnvcOk8XqgzqPgYVnTOWTkYxaHaDZQUIaCFSikklDKVyO0Y6yPUNQwzVPNTsHJ6ASc2WeMNBFqIqgU1J7JYyCbWLrNtgfrFM0amyWCkxXGpkxidIl1RyepFweorRfW5uihxiq+PjiL5EQeqML+3ATvrxKCof6xjloUiBhkYHTTMJeiVfLTmcy4FSz0GywI6mBNHGE7j0ErW6xnEOk7NsuiPtbPeOkRaDuKoz6JEJYrFTVNr9LBUDyKpkoZjkp+0RbH8DQqsy55pCVBJ4S+cIz8/T6swix89RLyyz/Pw5MjFBk3KGxNIID7tH8eYNzjz+DFZulhm1lcVzpzFlgn2ba4w9kcAMR5n+23/h7OgC51wJJmanqGeHUSa/SPXIUdTGMPbhL5N56ATm0mq1FGmaZIugDk9SPzuNdBzsQydfPC/PV+HoYqoeVZ46hZN7qXb2q63rUSSmHsBBwbNGXkBu2bLlBy+0wZuGDb3WF2+qNtqvF9U1Mkr6hwmP30+o4aXqg9HY939wiXcJDJ9gzz1xBodPX27z0DSNH7npzhd/GwM7QDoE91xNa7CFn7r1R8Dy0xHdiq120lu/k8ZCH/fc1cu73rsHd4sf/04fZmaU8XSC297Sil1exjWznZ3Va+nN9GDQxqHFECdXClQXsihOE+mhDG53LzYOh/JBHjjwMJ19PUSjAYYbMwTaTmK6VGZyVTR5HXYgQ1eXw4yrylTDOO6GDC3NElcsT3OtEauSJ9y1lVD3dhoatlOMdGHkNeqtvQxbm3kydYxD83/DQmc/ltZCetPd1CgTcwVZcTcxGf8lTlg6EWGyEAhTsQUPZrcwb4ZJpeMY0kdL09s4vDxBNOijL9ZPMvIuDheGyFdP0dl7NVFliK2+D6H6uyhXWmnImvirczztzOPPfIRYHD5dFBjuOMlaPw/ojfxio86KprHFfo5CtcBktcDSShtFReGLupsO0U62x8/Dpk1vY5nPeiRmc4QmVw7DfY6leo68p4OVeoGfmh3lW7VlVG8/VbtO2qMzWK8zFowzpGoMOUkOagVO1dykq2E6PG2caPGQMbpIlCocEUl2+TNMpRfIFy1SpkmibvGurU2MNnowuyvc3GfTGPAzQ4DPFmf5ZGKeiAdcPg8+n8a3OwoYjsqUVcZtOewKjXKH7wStDZ0MS43pBR9TzlVEai4+0OFjaXma5t4CiYUKbr/DYEHwMEs8UIrh0/wMuSNM6i2gmTgRyc5YBM12UVT8BFySLYEgsZYadRc4Woa9recou7uRZg3/ikOo4iLn+FjMN/HZcoKir4zLDaZi0xSZYergIIdSDl85dJhHMtBEgGnnGQb0Ua5qLvD2gEJ36BBfrf01owvPsmOPgGbB7p6DsPIZmBth5dgwRnqYfdVpSs4Y1WQGLXsG184QzthhvnXO5plPfJzJD/4RU//7E7QHFhDRMNbBb5H51FewDh9+0bm1vv4Y5ujLa2cnPv4EMpVEvvCmUDo24jzt2p1KDWt8gfqZiZfW/eRT2KWXmu2cPFvj0LEqbsVBqYWQKHjWyN3uxIkTV9qEDS6CDb3WFxd0GRFCFIQQeSFEAdj1wvf8d6ZfZhsvGrf7/CWaNrh87LjxFhraLq2d6N69e19na87Pu+9878sn+MKI/ddyy4918jv/9jfRNGjYciPBWIgJtcCd3f0EAhrhSAtNN91BW0OIAytHaVJa6RsIkcrncNtNWO49EM3R4W1gIb0TmckiJzazkNzM8doip1MuQs0xxidOk7NibO8Pcu3eGzjibmDZaOd02YXmD+GSAwSSjQipsqhU2dEwD6U4NXURVXUjTB/X7buWgatvoL3DQz0YIGkF8Zkhxl1p/N23UTYD3HfrJk4t34/tlixJg9GSpN+tMTdxjrNHvsTzuRyfPzHC6LeeoM0lqXu6qMx1cXDuDF61l6LSjRG5hnmviTuWZaBhH8+PzvGBW7fgbQiSkgYkupkqdGO0NGKbBVKtt/Dk6ATLlXGa/ILnRseZCD7MX409w8lkllZ9mZHaHB40PlbZwtVancFaM99asXEpHYSMEKo3zJefX+BLBZunkj5O5gUrVKk3pMlZAtUH/1Qpw0CAZ1ZOEO35d5wr99PSoHMy4SEU7KBWSFNz/KjSAt3FSsHH7ug+HhduNMXDrvZleiI6VSXCsUySbl8zn1u2eW55kkTAIZiss9DUzBkUjlY3kRAxJqw8o8KmXoUFt0m3Wuas12DJqnFTWwzqCcJA3qXzdEUjpQoGWwoovTtocIJUXXXuiHnRfHAuXed+fwRZzdLZ3MHVXQ08Mq5Sb4lx0hfgXDHPmarOsbJB3AlzrlDGpykkMj6amtJMS5VT+RR9XS4G4rMc7E8y4W9nXHX4x2IrJ3KdVCnjjpaoeBoRcfDoDouxOrf0FjDb67RpHpqiDqcauvDakv07HLZuVvnr8izdhskygnFdR+0PM2pbPBHO0PIujc3hNP6yQl9PBk/UIjeaoeopYz7/OWopH5oxjzm2yFNjUygzR4l7FpmZX6CQXEGtPIc1NUj6009SGpzFOnqE2uPPUP+XT1I7tlp6T5k8hDx6BPPMU0jLhqUpgqWXaitLKXFGjmLPJHDt6Yfx516cXjo2iZXMvrjs4rJNOuvgUsByIkgUXqXa5puON+p6uMHrw4Ze64sLvYy8FQhLKQNSSk1KGXzhE5BSBi+ngZfCRnOTN56t11yHL3RpuchHj16hsaT73oLwhRi4O4bqUtj+/mbueKcXV9LNrp0x2nsaEELg8vXgcjeh1yo0eK9jR3wL4aiO5ZL0yau55+79/Nf3/hKuvOTWbT9Kc70LpXYXLnsKx7I4/fQXicX7SK2co2fvR7H9PrLueab9nXxO+SAj+QCunu1IyyQtVRZ6niEjamTrrRiRFOZmnUKtjB1bYXuLl3jQxhU0mVE7yDlhXIpBrp7nEbOPSPznkOEQiYJFl1vnybTOWDLPFm+QfMlm696bWZgaZt51Lfc0vA+1vETB14wqOtD817E3vpuq0kCk+ToaBvppbkzylt6zdDbfyaC6jUIsw2zudgINARw1RMm3ibNliZLN8xNX/xjDtVOYlostje0MZg5SrtpoygBVzcdwcg6lqcQHXFsRiofJxmP4cu0cWDrNI5MjzGbK7N36To4ksswnVlioFBlxCnxtfJFsxSDYFWYawY6+OLveei2xpm08lncxmFoi5vISzGSZciQj1QA3Kn50lyCbhHZ3jEhB4V+mpvjE9BIeo5HRlRGaGnsYEnt4LDXGc4UZTk6MUqtuoyQb+fknT1PxCGS0glvzsSfsw+v2E9R9HDK24+tr51HbwyIehIDDmsVKOEZULdHkb6LT3cMDSDKKm7q7zkBTA3lbctIfobic4aQd4e7AOZ467cEKKHy5kOOrR6f5XFrhsysOX15Ko3s8TOLlXKbKoNPGnGoQ1mz+qBJneTlNRmlA+AuoHg9zVYvH80UG27xsaQ2QUTVS0Tz5tipTeZVKZhzdXMIXcdi6ewKLGld7A0xXTdJOipq7wr9tkdwRCrDsmPyvUIrmepmFcA1H1SlIi3nd5nQmhGUvs60lyUi5xIqR4/Ghwxw9dRSPmqLarlHatkI9oFKxyywvzlMqJdByeYT/EOMf/wIP/cevUHGSTAx9GzF7lNrxw2T/4s8x1DT1pQzlZx5g9n//IzKbpCseZqC3BydXwHnqOcrf+CaJTz3JyoOnUaoppHSoz6Rw9zZi3/+pl53eQoBAIlQPSBVDXRv3hSt2PdzgktjQa31xoU7zh4EjQojPCiF+SgjRfDmNeq0Eg286P36D78NraZP7WvhOmbvWa1ad/as/2IKuK9xwS5QPfmAL9e/J8smkHLbG7uEj1/4k/oCG49J493/pZ29HI3333Izm1+i/uYPb9N/D27YLW2ZprOzEaO3j1PgK0mPg9nuYS1ZJ1hawC1UKkRK6V2MxmyVgZZHeGiYudG+V/FAOSy/g+ErUMxPkmtIEwgukqgFcmhevDgHb5iduDCMMycLy45xrzjMacTNotpJLTnF48st8cVkjWThJdaWDLS3TXNN/O1c138FmdRPSLnL97jTbGt9FULuDrB3FClXw1OPYp65igBUmh26hJfJBJmpPMJFXUE0fhhghqLfgE1G+3dTGjLnIllAvetjkSBI6Y7tIZZJs6o6xvXUzebePrK1yTcSHVXXxuTnJBxt3QlGiFVOEvHUyzibeGrqZxVQBDR+PzK1wYGWBcjDGWW+F47UwEb2RD8Z66CkKtrcvMr8yzjcmLHZ13MLCcpYt+zehFoJU4lUUl0MuL4j5gsQUg8HCMumqwmJtgSV/D42hO3i4Pkg17Cfg93N/UvBlVyfHB3V6Gjfh0guMlkNsim7i7EICV6SdzlgnJ1MqzRlBi6eXUjBCza4xJoIklDJKDDSfxe376iSTKQ4ISTaVZntPD9WQn2P6NoYLRa7t6EHsaOUa9xzXBQeZsptRheBwzYPV3IAeaUUzfFhmgVnpZzgGEVy4dIVN5VbOmAkGNQ9JK8QRVw5HNUjaKvFWhb0+N0sFgeGuEPCZnPZ5sbUKnyu7qCk2D+SqfCFV4RHfDGXdoqaonHAZbFc7uHYgyilhsUWpo2ka+zbp3Oj1cVYq5GM1wr4Cg9Uyja469aSP5VqOpUqKY94ECXUEI1jhGWUSs6FCS3iUs7HTzHjzLCXmyTkudtz5PDf3HQKnRC1hUqlUKZwbJ3c8S22+SE33Up+zsWZOkR2a5+joGWIjzyInhrHnp8kuKHjCBYwWHwgFWatQPDbJMx05RO4xnNrqSSsdBykBKRG6ASi4xRs/EHBm3rroIM6Vuh5ucGls6LW+uNDqGb8opdwL/A4QAT4hhDgohPgDIcQtQgj1chp5sWw0N1lbHDt27Eqb8DLueGucWNxFNP7yvOzZoSA9Vztc+7P9CCHo2N5Gy/4Q1YUqwbibyPYIiktjtlRlz21dhAIeGt0KLdtbQYYw59Jkpc3SuAoxGxUD3V1n/9YGGkoFOjzzuMMrZOshOpZWiGTDyEIG1fCi7XWhOmFOyb1UlTqL5QjFjJtYi8K+TW7CvghtDT1EWupEIjk8oRtYcIUoTJ1GueoavvDEA7iVFhxvgb3RHjrd3dRjCuqenyGomZRDbqTSxreCvbhcFjg+MpUSp5fvxLYCNLRkiQTGyC5GSSspxhfOMtBzLQoeFko6Tb2b0GowcH2IB8/M0xS8l57QbsLhHfiWryfr8tO/dT9PJNwo5En7NnM8U0UxFH7x2vdR9m1htL6FvNaKiaTH04KhtTG5UKZB24kvHOfzB55lV3MvbU4nEfVuOqIp3nH1Vbxt50/QWL+e5zMp6j0hesL9TCQruH1+6laAWGOdZtNDgx6nf+DtdLd6aPaobN4E9V6TW2/5z8jOTir1AHVviKU5g7v63s7gTILnEwmM4K207diP3dlHU6iHyaESgXyMSMcNBP1+5us15nJ7GKosE+nbwlStQsAluaFwkrc2h6iUHYYCOnPJKJFKF88VVeK6wPI4tF69iW3uRt7RuJ9ZqsgIzCaKzIoILpcGQuO04uebiyoepQS+KHc4Gb5RkShGnRPlq2mTaaqKij+i87VZhfmCgsyexFxaQqpxWqslFoMRJtxxGtU6hhrkasPAQwjhNVgwJdlShcbgJAtS8J+2ZXmL4WWwauO1dHZEVM6W6oTjec6aDUxbbTiqyaGOICm9zpTbR0csyJaIZJM5xw3NHqr2JJNOkX5cZNUCQiwzXVdIiCj56DSpnInYUuNQVUOmR6C0xCnfDE8depRF6aKomJx77DBdwuHcI9/izLkDHJ4eI6Mcw+0exFN+BltTyX/m/+BU6oxPHaNgK8jnHib3D5/H/tonVk9aAYqi41yh9IxTZ2vU6he3zpvterjB92dDr/XFRV1GpJRDUso/l1K+DbgDOAD8OPD85TDuUtmo07y22LNnz5U24RWoquDe+xpfNi0QCNDTG8ZoNADo7A9hxF3YRRuXWyPS4OWd723hfb+8g7t+rJOe/lb8sQq//qF3c+ee62hQmuhv6iUe72XpUCvtGQ9vae7k3tZm/tsv/wKde4J4onVuaNZpbHSzr9nDfZ3XslXrpaEjyNX+LfjdAZrjFi0Rk5JLI+5djWLtjEbwRbvxe0qQbuAdAYfI5htRI1G26x1E56+htTdCFkmb10Og4GOoz6ZrUzPJ9ACLjTYTTQp+n4/kUhOqFLhDPvwFg3yjTfVsEW2lg1a/n67WHRSKSxhRD/g0msRutun70YVBKNjNNTt/nZqvgz1bfhJJN1JXSeTupCXwNsZrXubK4/S29XBmbJLOzV3EWnexnO2kwbebWMGLFuumK9rMpuZrcROjt38H9zV8lD7PTrTOd3Ha2Uk9cT2D5avwNX2E7MLtLAcdQo0/iqm0MNDfzInpeUr04jb8hGJT+DQTb0cjHQN+Vjob+FwiQUu0TKiplfaWHnzBEDuCXq46W8JojXL9gJ9IoJEdV3+IgeiNNDS/i1zxXRR1hXu2vpPu4F0MqpL5YJm5yQVWnCLHShr57H5Oj1ZITQZYYZwTSR/LuWtZqu9CSYcxagso2i1kzBRDJ0c5NJvls9kic+Mpbt66i32NNxFM+ynmTfD0snngJrKeVuzsKQ7YPip6OxnfLzOrdNDr7uXoxFlC3maOWR4CxiJWDtBUjtSDHB9P82R1H8vFR5ixbZY2ufAafgYCbg7obkQxQTGg8lTVy7eXgmghhcj8Am26Ro/L4iafgl4foJaeZjyzQs3K8lTAZL6QwjGrXBcfJu6XdDQ1MNAQw8onqdbhmliEUynBRD3DvrAXQ6kz5tisVAWHxXaqUTcjsRQd4RpNskJoa4rR7XOEm4uEIkvElBS5kJf8eAb3xCzq0ArZ0WPMLLl4VvMyPDGGWnyC2vST2OeOIO0KyeRZzmXBmT1L7cDDNLsTaGceAhwURUEKDYNXDiqU42MvtQ63Xj5f1l8efLGXMziVGhdDtSYply8uwv1mvB5u8Ops6LW+uNCBgL1CiH0vfL8ZQEpZkVI+IKX8ZSnl/stp5MVSKBSutAkbXARDQ0NX2oTz0thkvOz3wEAT/Zte6kTY0magelSMF5br2xHD5VK4+0e7CQZ19uzeS1OrxWZ/P7kzJ/mjX/0fxH0u3nLLLn7ivjtR8nVujzVyZ3AzN7Zt4drOq2kJttCnb+a+lQF6vHB913Xc7t5Ov9LEvqY2WnU/26NheiIuXD6HtuDqS57bt0bwFSW6qtKiuLEzKtFaGNHTxdZllbs3fRhP3c+EW5DVK2ArhNNbcU3HWEjvRZM6thToWZVoQw1PuE5AbSdQUUkW4Pl8in2R97M9HKRbbuEdmz+CEsqx4mrkwwM/gb8cYDaiI9yNFPtMplokFZdgPu7F8Ckk3fuYiIWx2q9hNjfLQFMb0okTb2hn0uPnPd734fLG0S2FTbs+QrVtAMPVza6bfo62Vh+FWivX7vkpIu4oz7aE6I1Z1OpeDG8dd1sji74ara3XED97C9FgnWRdUPZvI+gLUKzGWSjl6VTvpKk5wXx4ByLiwXTp3Bjyo4RGiBnN3NvzTk4tfRlXUz+z9XZiuz9MJNWJ6VTpmO2k7K5SCzkokRpkW8m3Vai39PPhG/vQS6OgbWZCtlKP7+G4E8NdbOTByTqe4E/TWN5G265ttA3spr2ji3v6b8Wt/CITaYeMp51nCmWiWpX39G2hv+kOZKnMlD+M3x1Cqi1QdjhrB1n0bGUwe5DN0Z1M+arY1UVqWpiQJwr5BDXNR96nMRMeIB/Yz2PZSaRdYiGVYn95G921ILZa4mR6BVnOkqpVcRpDNDXsZbScQ6km+N9Le4kqRSaTy3xjbgRXtIBdC3A6VyIaTJBSohSrRR5M5vEYHo6v2Dw/neXr7iqfre3m28uduFvcVC3YHK1j2G6eNnxkm1zoAUHRNnDpFnNljVgsTbHisClWJFptoFovUBDzdDUsUOrK87snRpnbHsFn+wk7VTyWjtfK8K2MQzG1iK2qONNP0ijqPJFzKE8OY+ZqnJ5p58zRGrbQQAoq+IiJOlZygeriILK66hDLY4epnRqkcnyc0heeBOBEYgTLsZAHP4Y0K8BqxY7y/c9ROzh4UdeQak1Srl5cesab9Xq4wfnZ0Gt9caGR5r8BflwI8RFW85vf1Oj6xXWU2+DK0tPT84MXehPwcz/zduLxlwY7vv3dq3Wpvb2rHQ9vfUffy5bftnUnP/dLv4EQgt/6r3/G3W+9np++pom3bIrQE1ZoCPi5JRTHr7oxFJ24EqBs1Lg11kWv5qZLWT2Om10B7vYP4NY0ro42sUlsps/XTkNLga3hVSc+HvISCxjUKhWaGkr44818qLeHtvEalmrSf10f+eMSJe7l2fYMy0GTpkCZYLUZlzTQpYrb1rEqLoTLTbjVJmSouDtcGMLh3t276W/vIS67aMpG0KaDRIwkw3YnesccK6465aCfmlSJGW04Lh1L+OnLxUAJonpdeFd6iLr2Ilw1/Jl2Ou56L8+YISbNFuqKja3UWHBV2epuYFP3zZzrbyQaDrKiV6kH0jioLHSdxfGWGGkt0Z0C4UiWPUWiLh/dpVZ8mTiOW+CEesjp3XQ0+hhKXIff8zu4Wq5FCo1idjfv2HMrg0o7w8VtNAYm2dxwO0p9D7982/vYHelgCIOS1YYQktHaKVa8C4yFhtHqfoRXIksK/twe0tbduAyFd93wY/RVeplrTqJF+5gIjqHE+lkqjeJqbiZYbKLY5cO3VeHWzT7qrih9epyKmafmHWBH+whJsw9TgBPeSkdjF467jIokY/sxKk2Ma/tY9nVQdOZQnSrjhUm6Gyqk3BHubtlNPmHR740ylW9lRCtzLrpAIj2Cq2uAmVgXtaUsT4bv5mB5CwPed9Ht9uP1vJ3Dh6Zozl3LU+k0yBLZhnZmLB/djV345WkGm++hT9ZIS0mbBxJWgAe1Tk4nc9xvuVkuSFbKDtd4SjzsFBm1I3R6t1MFotoYqieOKxbkM7bCwVyVedODzyhyJF1lMZNgpVBiqmIxsZijblk8lq2Qa4+wucfDYkOV4cYcRwYjmLUaS5UTTMqttDa38s24ixlDJ1c7hV9tYK5coVZOsZS1yaZ1CpllxOpQQDQ9gIs6uc//KSMP/znWw3+DUy4h62Xq3/4a+a89idA1nGqNc5+4n9RTX4WajZw7C0D92Ciet1yFk0lTPHrhzSyqNUml8pLTLOtVZGLm+66zVq6HG6yyodf64kKd5hEp5W8BUeC6y2jP64JlXbkOVBtcPAsLC1fahAviOwMHv4Oqrv5ueU/T+RbHiLejB1ebvLjdq451yKPjcXkxdD+tsfArtq8iCCpuPD4vPr/vFX87EuihR/TR4fEQ9gbodUdXt6+olCzocRnc0PQTvPNdN7F1cyfX3/Zu2q/eQcMmH63BfbSdbCcx14XuqPSGVQIu8MRLeKXAxqZ3L9QdDZ9hEA+34vdIdu9s5Mffv4V4j6AppDNlRli2W6lPBigG88wFbCqNDrYZZXmllbqiEi67sFwhItU6lj+F36OiORqb/UGU8F1kRCe+pItkMEu54JDzlFGdMQJWDaEb+IIpcmqIiqdADovTiqDuBAkkdtCZbqPkCeGugXcpQqTqoTUZZSmqYdTr5EQjvqbdpFMxNne7mVLDLFlBtKgXs9hNAp3ZYAuNmkq6vp2tZhkrE2Clq0I52oQeLaH4GwGFqruOrESpVg38M+2ksy4cDywLSbbqYCa3UjeiGGHB7cZNuGUrLWoDU6UJWjuvx9e/jaXQEjnFS9BvoPliDJiSlXKc4QY3+3e8g9bG9+AttuAq9jBZvho11Mju5muwSw2oLklPRzc/1v9hwpN5mjJN2LEaE5PPs2Sa3LP9w7SrN+A0a2yK7MfjzlMpu7nD+Bk2d3wEmV3Gt+s9GP4+lKJOQ0uBSnmZd2z1sWXLVbjSN/D+zr/HVGO0bdpExGdxu+FmRm3BWzeoBXOQNVlxXUMqECVouQjgJhq6la0NUfbvaeGdt2zlTLGZxxHc2nE9+zZdy+FeScYvmcPLQ8tnmZMeyO/i0aSDJkOkPV5SokxCrfGrswl+f9jF6YYoYyWD6UAnjyfTpPHzS32SaN3i2d0q27vP8o1KiAfruzhSM0hHOyh5Clh+B0tGaQolmauYHBA2+UIVM2RhAw4Kje4wjlOnsDBKbHqc+tBDVL74r5hOlrFnC5Tmp6jMZ8l+7FssnjuOcurr1KdjjHzjn3BOPIW9kkMRJZTiJJmHV5u0yEwOWX9l91m5NIUzO7J63gKlVOWlmUtTyJX573udWSvXww1W2dBrfXGhTvPDAFLKvwD+/rJZ8zqhqm+qcYkb/ACi0eiVNuE18b3O9HdQXB6E8spTTNe8RPw9/OTdN75iXosaRAiB3hTH1RR/1b/ZZnjY6QmhitXtu1WVu3eHifo3owqD3gYPbl3hZ+94C++64S3EB3Q232Rz180DDGR7MAoehCdAOKjijQs2pX202G5qQtDk1okrjYQ7XTTuhqt26vgCKv6ooGu/QdJ2E4xqJA/sYJc0UCe9mDk/xWQfLG6hVPZRzugs+Yd5dMcBKhEPVlWQW9JQbYU79vwKFY+fRXMWmRAYoSyzrTWMQpI2q4zmCqJLhbayj1ahUrEMyobKKbIIM0hVmoQrcQphh3TbCr1lN/UGB9vtIjFQIGF3oAd+ng5PkM5WD9WaSVO3j5zpcC5zDZrt4ZnoHMlCjISiki/FOdF6ihWfSlqECPv///buO0qO6z7w/fdW6Oqqzrkn54gwyABJMFPMEiVb0bKcZFu7DuuwyV6/92xvOBu9u45ylJNysGRFillMIJEzMAAGk/NM5xyq3h8zIphAECRFYID6nDMH3VXV1b/Gr6r717dv3buIKMZIyVWm9QrnHE4WZgPIJ1WMTJGqVuOIt45wGIyrWUYim1kqaLj0CJFMmIzLhyNVIeSO0LBhAyUzwFwtjVspkxNemqoyi2qY814dT6yZck6nbm4mUHGTyGqYsRIVWWc600/WGcblibHc10Ld08D4/DmixjwdQx+gvW07y8X1VFONZPI9bN76CWrKCBWrTpM7RMfSAHE1hqvi4vboLjAX+ebzL3Dr4HoMTx5NrnM4UCQcm6WqGiyJIDWXTqIwz2TJz1LWTXNvJ+NTM6A6COhxJqqDdBQaOHLkUe5o+yUmX9yKI9THWN7HwWNOCgtfojcVJaE68EZ0cm43RavG3JxFoVyiVx9gzt3O98s+9jrakRw67rYhcgNBHjWHMIzNzAYaOLSU50UxT4PuIF0pMxiaI61JbAo24x4cI5yJMC2aKWkODuQV+l0mFclPLlOgsaVEz7bjNLQeYLQKAgFSBCGDU8tRFS6yisbkV54kO7aPr0TPYbYkKS+fIRMJ4AjOMLyskjp2nufNSWpnngZzidroKOXxBPX5BaxCltq3v4t19PhL56R5Yg/m3scwR89QfvQZAJZGK8x/+/BL21iZ5df0nX61tf5+eL2x83V9ebNF83/84Q3Lsv7kRxTLO8Y03/2hhWxv3fU42okQEoamvWb5drUFAGdnC3pf50Ufbygq7wldGPkxrDrZGQlg1htesV1bLIwzqGBEFdp2uGmLRfnVn+zlvR92ky6Wae2XuLUngGEq3Nipo5ZU3rPFQSwq0d4i8KhOGjwXuqQ4Ayq6q44vKBHUcww16cg1g4hfpl6vI7mrZBeceIoKmfklVKdCQavgmy3h84DVkCYLZFSZeLyLouIhXarjD9bpSLZTlxxI+MnONFGYNYipJTKmTsUw8UphSrFRRpdNXFWVduEgGFKpqxZSJIXhrJBwaJTLfk5Uh/nQXQb+gIO6WScQFXjzHip6HX/VTUnKc6wYp7me58n8IKbhoJB1k6hLRBqWcFeczBZyODJ+3hsbYqpmUC64SFJDUGBR0zGcXlTTZKY+xELNRb1aQUlVQdWoFrLEtQbcaYU9qb+hJhWJihKiauKsqCSjEsG0n1J8gqDkpi92H1p3FzlvDn9NxgzEmZdD+MNxFCmKIrnpanqQZxZP47FqODs1XEaQsiZxornOHqudqqMZl0smI6BYjDNiHmJH1zY8ZQU/MSw9T0f4E3SFYCLVSNqUCVohmjtm2dU3R1CKkNXXcSR5nIbwFhZ7wkSV7YwvTBEJOvBZtxHxrycQz7OczSP7MuSmd1DOhCkIP3G9nbjmYCw7THopT9rdAlaViCtCi26AqRFS6qieDrylDuZ9JaRKgMF1jZhzGxnNHkcz7uB27yCdwovsrGOqPoyCQadaJlGD/j4/98RcVIJb8KdClFSF0XobMa1Cg7KFKVljPGrydwtBls0uTEVHIFG0vFRVDZwG36xnsRQntb4aJ2om4+5FJkN5imf2M7L3PD6XYLmSJ7szxmDNxVypwFz1NOWxecb2zOByTWGOnmb+W6cpPP4Yqf/331M8N8vEwiyjZwtMPTNJ6dAI9UIRkS2RTK98qbZKJbAg8/QpqksXv+7menw/XMvsfF1f3mzR/PpNaTbbO0B6ndbY61W7EnjT2yriwv+bKkmEdBW39vqnqhCCUKcLh+YgqOhE22UUh0UgJOExVIZ2C7oHBeGSi5CuEA4JDEPQ7A0gvaol/ZZ78rh0+Oh/aqWrxYPRCHVDJ1XLsW29SqsE791h0NLg5KbENoxNs8h1jZpL4oZujWIJEBLbGtspGIJ2Txeu841kMlspal4CEsiKTLWiUBJu/E4/G11uDJeJU5OZLyjklSQ33ROlJapQbC5gZhWaWnI4UgFKhRrRWJH+ZgOPRyHnqKPkHexqlml1O4mEs4QKrfi9ObyFCOVqAOfDTWjH3XiMGqVqjYpqUq5m6TRhZ6ebSluOzkgeQjHI5ugLhKiaVSxdYaTio+bpJOfW0It1qkaJUn4Rl+7DJ4W5a+A20lqVRLqXQSlJ2qUgKypVKYc2uwGnKuMQDtrrRcakAr1LWdLOEEGhMxjTyFcdLKl5JFVm6YY7GW9ZT0CfxjQ1UmqQxXqVjJrHLLrp7OsmI1SONqQ4urCHWOjHKCXCmKZB75Z78ZfXcb6wicOONuYDg3Q1OcgWG5CMMo1ikMOOX+WhXR+gr8nBIwtdnPXuYKkySzwUwV+9kT5fBCUo09vaSA0XrYE6luxh15YuHMYylZrG97PPc+7ELKZ7O6cWx2gTbWwO96HXJlkePcfkUpTzeghlzsmI3k2rHqUSmCbsMUhKTmZLJ5hemCHiqTKqRdmg+NkoZPbUHPS5nCyYbvb6E/TnDZKmTqGmo6sSJ6s+/iw7yujCMu3N09zZJSHjQJKhKruZKjs4LuskqjplYaLFJTLlMENOF/88luCFDbMcOvR9Gj0GiktBm/0i8Wqek0eeY2H8HCOHzlBdyrEcmGV67yGswixTp8aojj9D+vNf59j5M3xnssSYSyU/X6X47CFu5jNUHSqWZVF+5gWs+XlqS1lqyfxrztF6KodlWWiHTr3p9wDblWd/fl1f3uzYbBEhxG9ebKVlWf/7HYrnHXGxn8ttVyf7ws13hipDg/fNd01q7gFJAc0h0bZhZZmuWVxqxMaWXliqgu4SOA0nxekWQp1VWlqLNLYFKcrQ2+dgR3uM7lM9dOl+vtdsMNRRZ2M4yCOxHPWkSrxBYSiUx1+Q8O31ctPPqBwbifNAX5WlJY2gUmK5Pkifz08kWOVwycIhHPQF/Myo0/gi7exwx8gspKkcaaB/i0WuYGL9oMJ7H9yMR1sZZ3t3p07ytAl9KrubnWyXZZInNtDdkiaTq/MvAs0806GwsNeg2/DS4AlieSro2SrxJZPWuMKdwsvPPBDlz18EZ0s7oRGF6YYS+bJCVPVQsgSG6iQccOAMTqFKMorTpDHWTaRe4dGmc6Srg8jVPEulbhotiflakam8i4GqybJD5rkmldr5GFVpipoqoZdl4h4Hip4kkZGoD8/SsitOh34fbTxFvuaiVBekqnmCqsFyzaKzK0DEfIBkbY5gUwtZs4Qx30YmZrIoO4lWa5yrNOJxOKjjJe1eJJLSOes/TrTYyZxXQa9ECSoWBW+NYWZxe9wIn49KQSPjzpB1RugMxvF6auQWBIXCetZ3fxtVacFhOhE5k4c2PoTXNcGcXsWq9hAzWqlK+7ij61/z/ZNfIqcOk0nMUNr4R3g4i9s8ywbJzyOpF3BOH6BidPHI0jRbxTztQmM+NctCOkZcUvjyQpzxykEq9TRyTiVoHqFQbmBr9zwLpslEXeKTkQR+K0+m5kCWJcpSgOUsCN1FPu5mtpDiTBlKrjqpwk20G48z6PZi3Fhh0RRUy3C6nqTPcNJRcXOoPMtz58bojbvocnrhmRfZ5j6O5m9CqVRYPrOHdLGJ/ekF1ltTGNoIiR+8QLPnLEupTlJPOEl87UWi3TLGxnaqSxn0njiVmSRqUANNJ/c338O9wcJxNgncBYCVnUd4Xv+aCdvVwf78ur682aJZBtyskRZnwzCudAi2y5DL5QiHL95/1/bmCCG4s8f5prePe91MZpKvWNbaIi5ZNJdrOXpvCr30nOuaovjiKTb1upHrMu6WKk5d8GOO7eg3SoBB20NLtLndBJxOOpuLBBslqpj8j957KNYEh47KtG2SMAMqpbJKLCAoKBoZJYAnWCGZc9McrLFUNljfYPDExEqLvMsZpLunTOcmL7pLoslrklaq6G3qS1+ef+GOEAfDOWacRToiYc4kc3TpPiKGihKr0r3BRe/OPp7RKwwNtJERgve2ufnmwxLhcJRYC3yqqQGPQ8HvjdHYYFBIWRxSVDzUaQ+6GEtWOIDJ79wWRtrbTTrYRHOvSb7oZlNUpqUs889jKdRKM+GgH59bYecNFo8sLVPbpzHeksYyvbTEFQ6YbTgkGVM2cak6t3VEGX02QW9EZ6lggs9NpCYYkQNotRIOrcTypEbaVadl+V68vjzubCPEdzNfqOErWygVkAt+nDqclIqE3DKGOseN6jiPmbfjkhUCoSregkIi3cO0IuOMHKRaEuy44V4WvXMo0xYVTxrVbKNebAHzEAsNKinZiV7cjju2BaM8ynv8U/iVEm6zitnbx/jUduY1lU/e8C/wKTN8JPIAi54A31gGn0sjuNRGg+Ih4lhmrh5hZ/OdHM4VuaN9K3PTS+TcpxGxCFa2xmNHpqgWAjTrCgRVDpwfo8W1jX88dRhXNMhvdOzkK8MThBpvZn95L5m6E0VSyEsaDglmaivXAcyaGQ7Ua+xwT7PNrfFnmW7agikG6mn+eLZCq8Ois97C1/NO7qYNSzrFMxs89C9XmJYs1HSR5+Np4tMyHW4FzT3BP4+6cHqrdLecZ0yUEJnnOJfqZlP4YWY/+zTZMSeBeAnD2UX5W1+gNvBvWPir71LeXqc9aEB2GvNEglzFh3lqBnejn9Ln/jfGrlsQXTupnE+itvqRQpFXnI8/HGf6Yo1F+787ybb7W970+4Lt8tifX9eXN1s0z1qW9R8vvdnVwZ7cZG2x33CuDI/DSXfglR/AbS2X/qkxEgnjdF/4gN71Xid1M4osScybRaTVVR5Zf2mbbcEITmnlvLy/zUNUlzk+X8GQNQwZ7vrZle00DWbnLAa7BPklweSok9aWAh1+A9My+daRKHdu9rBx9cuBJGQ6gxFc6koLe9glE97x2tb2zRtcbMRACEG1XidsGKimgj9uoHpXWopu+5gGaAQYIOquU0quY3CdF1kBz+pb5S/cFEKVwbUsOCUMpGKZxZwJDpnf/rEA7QEH0/kGos2NrGv1cH5B0Nao04ZBTU1RGi1TqMkoTtjapXPAgrBfJ+aUKFBic3ONQ6d1mpwWtfkqDkliZ4ebI7MlPhpyklCLfH8xzZGxG/iFBxv5h8k0D+0uM39a49nFMo2ORrK1c1SFzkgoSK3JxJXykK1WqeVq7HVN0+iOsWODxYvjbibPDdLY4CPDNlzyeTyqiWcgw9k5F41mMxPKNAW5g0llEp9/jrBVoC58JOtezIXtOI0gigWnjCIdRoDUfBSnuoiuL3F44i6eiOfYQCdeWdDe+gNOLO0mEhlHSu1gk3cJzb/AiXSA25v7mJs8RlSfo6vl/XiWYrTWxqn6BH+x5zQ/7xY0xHS8VjvGsRilygFuafoAR81vMZmbpyPwHsIeNxXvDDnzFCPleUa37KT+nVFUWaFmWaiSoKQKgq4aRtni5OwCi1XBv3ANc58zxEJhI7PZZUasPYSKWeqN/Xx9cZHbXBrdSo0fj9bY2mzyzVyOKWeFuNvJlmyRxqqP45Uyxdgk73N5+ExO5mcjaTwuF48/52ZHZIlK1OJQW4ShmI51+EuYUw7yR8bR9RR/Npzk37jmcAcge8ZJbr5ILjyG6PRQK3qRTz6HpoepHF1EnBzH8fFffsWxXTw5zfI39tH8H97/uoXznq+OMXRrDNXleM0629tnf35dX95sZ5weACHEr/0IY3nHVCqXOW+p7Yqampq60iFctxzy5X/BfL18yav9+jRJQpNeW7R6ZQ2HWFne4FKQJcFQw2svhHTpgoa4wB8WhAICy5TY1tBCf1TFqUooFT9Rv8zm5gsFuUt97X5eTQjxUh/wVm+QJo+OJWoEnK9fSOi6zI23BvG/6vNQUyUkSUKRBP+isZkPRdv5tR0R4l4H6xo0dFUQa5fo2nkjYc1J38umYt/d7OeOmyKIWJ1tPSvLf7G7mXs/4uJf3hSgxa/QE5Wx3DWyCYXGjSUUIeFySPzGbVHiG7zE29w0dJZo62mkwx9A1CXingZ+4fYIfkcdZ1xmfbwdb0hhyOmi5pLwOQpYZTfZnMJJ7TwdRoAHWxpZsLbjON9PzVGj7nBzqjSIZgoqmoUbBxohXCLMQrWFkhKj7M6jyQHKdRflmkStblCp17FMk0YPnJIWSRlxPpecY2SpB+HwU6WDqmVR0+o8kQwzrXn4aqmVvCNAT0hBURIsZly0yc20eDaTyFuczXWglevkDZN4ME6s5V6+rT6Eq/XHcPY7uOMBPw8M3Y0RVhhs2U6pMEpv6w6CnvWctB7ioU3b2LOUxzyfo1Ip45BVLExUWSPUIlhaUPhSNsu4uYDhlMnh5cnj45hTEzyV2cGhmfOkJMF/2bePbMSgKi8zLXx0yzVOR0K0kMfpVNkghQg3qBh9brasb+FfOb04qhoHEymyikKqArd2nWVR9OBxVVGUBeqZArNCx3SUYc8/sZQ4zx2H56mlpqhUE5Sms5zGxdnnHkUaf4zlZIHs2B6oVlCUDKbpxizmqMys/EJkWSbFs7O4N3dQmVh+zXFcTeSoOJwsjyQueY7Y3hr78+v68maL5kkhRCPwc0KIgBAi+PK/H2WAb0W9/sZD+tiuLt3d3Vc6BNtleKN8OSQZ7W1cGOPzCTraVh7v0SXCPglldX8OGXoaFBzq2+sl5tWcBHUH2YpOyHhr/REb22Fkr4P+dh2fU6Lde2E//dtV4t39qJJE2PXKLxCSJPFAvwuffuH/SFEFXl3iFza2sD7SQEXU8Dll1NbXjgHsdmhoqsr92yIrXWPW68SdPegOmQ+vD3BPi4ug4cQwqnx0KEzccHDzXXEkU8IUMu3xBqKelYL9A61x+jpUtrWqpJUayXqcaklmOe/DIzsQFQdzRp5QSCNXSVCyamRFHGfFzy3tLiqGi7OFMktKkYgjSsAlo8WK+P09uLJdKMkyjfV+KvUix+T9pGvrwEhQ7J4nJ1TOjg3xlZktnFjI4KkKJNFOU/8vMVqb5Wn3LLNakZoEHbFbaHFuZCEj8e3RJg4X84h2wbjbTUsoy8fu2kFH+xzESyRlk5LrftxmheqhYRZSC3gVH7JZw5Q7SIl2Mo4tnCgU2NXfgC9V4J/TIQYbt6B4KiTKy/QbEaQGN4u1HDtaNf664mTZDJBXPXwtX+V7sSY+sQGWpZ0sR4J8OVPmhcI8iyNJvnLsBF2SwVzNz6OlMo4mB+MZg+FimXolz9iChKHmqBk18nuO8LhzD82L88wXK1iSTmBjkZRfocn/ImSnsdJzmOU0Y1YVYZao5yVqZ8+x+IXnsLLzWMOPU/jcw2jeUxROTvLfn/8MtYMrw+BZpkn10H5EPMTiSPotHee2S7M/v64vb7aZ6c+Bx4FO4ACv7NtsrS6/ahSLxUtvZLtqnDhxgqGhoSsdhu1NeqN8OSWZZs31uusul88l2NF3oaU25la4b9M70/WqyePgq8MVbm55a0WzNwjb7wB1Nbw7mi5cR6FKEjGHfpFHgiS9ftEfXX2MS4dtjQ4yymtjc8gKW/2N+OWV7ik3bPHiWN3fXYMr/bwNRUZ31PC5VG4KBThx4gS+UCfxmoP2tk4e2Lny2HvbPNz2URPN6cUhVTg/48RXq5BDpjGkouQEU+EsDXUXC1Ka/EIIpa2bXs3Lje0ezg0nWco6aGuE6RkNb1cKQ1hs8L+HMBJqLkVbOUhOL7NV7eHEsIceMwOROoWSi8aSwlxzkUZfhVpBp1r0Uosq1D05tPkYWbmIN+9Equr4CymmvH00NVksJRapFM9RKe3CMS3BQIhTCTeSu0CgeQxHJYM/28Dp+X20hwcxFA+WG1TDQylvouudpIp1OkoyW7vuImm8n8nMMah8l5DjAPdpTr6VLqE1RHGM6+x1zbA1eSObYvs4PDdJ6471ZCbztPbkOLwAjp5+pCOP4zbCeLxRxmoWc9aDrC8+zaOixmK5zqxZ4xNanaX2WeScQiDg5dh+Qa6U4jMuH7uLBQJKFd01RdSZp8WTZ27WQd43jp432HPkMW5NhqnOPUb1TJpjhQVu+dohAj4VoZSwludZWJJZP/Zd5j0GY189xcB2N87SHN6mQZLTU1h1E2p1hPb6x3x1fB4pGgALZMPuyvFm2Z9f15c31SRkWdYfWZY1AHzGsqxOy7I6XvZ3VRXMANrrjH9ru3rZbzhryxvlSxKCmHbxgvFyyLKgOXKhpVaVBar8zlyL7NcU5vIVAs63XoQbngu3fY5Xtijv8kV4q2IeBzcNaviV1y9cWh0+1NWuJk2ak8iruqfoisDrUNFkhdujQYaGhjACNTZHDX5i8JVxOXUJIQQb/B52NjlZ120Qcxr0djp5cKvOoB4jKDlpdrvZGAkR1N3cstHA6RRE/U68uoTP0PixFj+ulAe14MbrrlJ11VBUEO5lAr0FfEh4Ok1uDPnpnulBM6rMBmv0NzvIJGT26DHyahyj7mIx30JeKVLSLDx1AyFVkSsmPtONM+dizFnjS+cbqXgKVFxTlBcWmVKqmItNnFVbiRcVQMJS3dy8/i5UXeDyQ9XlIEcNl8Nko97Gg+1xHEYrU85l2iJBnl9eQF98GuHfQX5C5e6hj5CfytAoeTjp6OPo1CLZuWXMoyfpCHbyjZE8WWUnE9EMhjNA3btEWa8QiFZwyy5GxUbcVgtHrDKjksGkuol/yEY4Xc6zoBuY28e5JRzhy1KCqmUxvHiSlCLhCqf4VspJuVRgvpzjxVM67uNH+B8zj3IyI6OHDpGvzEPqPNUjR7HWCxITY2SGv8/WhSKnJ0ZoWz5C9vBpalUnPrdJOg+5zz5G8bGDL+XeSqRecSyUnz5Kfs8w2RfPvuVj93pkf35dXy7rd1TLsv7ljyqQd1KpVLrSIdguw4EDB650CLbLcC3kSwhBT8BAk380Y6yqb6OLSrNnpQje5HlrPd+CmszGcOili8IOHDjApqCfmFOh0fP6o6t0+sPc1K7T3+Wiza8SdknEAzLrKusxZJkB/zp+bnMv7+uOE9RVNAe0BzR+6iYvv3enn02tGj/BeirzbupagQZN5/b+Jn5sY4QN7Tot7T5iHoPM+lk6XBXc7RL59cvc1BngPWymVQ3RuM5Jr1vCKmrUhGBaKpHUVabalpnSXJTVIoflOXoMJ+bGRRZrC7S2aYSmEpwqH+Vka4Xe880kHW7SBZlooImS6cXfotIVasChhskuJEnNnWeb82fIj7STavYwKodRvIJ7d3+KkusWTjR8jAd3/Qr9kS5mklPc4OuiGBrl6fJdjBS7IGtQ8nlxUuOANsMup4e8puLwNjFSbqfVr5Ov+9kvonidDxJq7aDNu5uA43YmljX+bjnLSGkc2W/SoGn8P9sbcDst/nJS529nMjQYDkbrCh5pAk0Fd0OAseU8W5U8HUJnxGWxxbPM5PQSiWQF4VliKlFhITBHOhng3J6jpIIzyPks+ZMT7P/aEcb3jqPFXVjVGrAy4kbtn/8Zq3Lhs9LMFqicn6M6l3pLx9316lp4P7S9edfkMBNO55sfdst25W3duvVKh2C7DNdKvj42GL3SIbyuj/SvxKW/hYs0AUJOmZDzQsv31q1bmR2H17k+8yU/LLBVRWJ3h+Ol+04FZElmd+PWV4zMoCig64Ldm1bea11Bi0gbaPM6plZgx0YXkq6AItEfCaLJDkrVIn7dxR3NCnucOudnyvR63fS9z8G5gwGU/gTjJxS8i042dTt5QZXIKlHMfBY9bBAuV3hSKfBQnw814ydQzrLkkjm28AKJ0k4CcpWUJJEttDGr57mz9W7yxRDeZpUWvQHHIYMnzj1PjTF2DP1PDsu9KGIPuItULBm97uVXHtjNYnGOYrkFpTbHB3Z/mOeXVXylEwwNbCaU+Ala0wepaTWikk5cX8++0UdZ3zREdS5ES7iFSNseJpKnOXb4OHSOs7FrJ54xk2D7efSZh8gyzTdrsFNvoSTSTCROk8lpnDWd9CT68DUvsVgvojjLKJ4BpqtNFFMLTOut1B1+NhQlUjUHqaU5utrPIlXnebo+xDpTYSxQ5FxPiiE9QSRlsHR+hvu7lpkvCB493swtgU6ykzPkv/PnhJZNrLOHSCaCuNc1Ikf9VI7OIDWsXP1qVauUlgpoETeSIlM9M4Xa2/yWjsnLMb9YIxZZO6XJtfJ+aHtzrsmpbOyW5rXF/qa+tlwr+Wp0X53duOSL9Hl+qw4cOIDqAN395rZ/eXEcccv4nOI1Q5kJIejquPDxoRmCWI9EZ79Fk9uJo8FA8TtodPtwO5yossQDgzr3uvsJDcTZHA5wv6eNmOYg1iroXudkZ2szsixzU9hLX0+Y90WihBw5+pw1btyloOxK0eN24JOgTwsSbW2g5Gjh/NJpGkq3kjATLPtqjKtRPG07SVgd+JwrF1N6QioZSWfHwHZu2vjj5H15st4galEnoiXJyAUOywr7F/sxArOkpSYaS9AQ6iI5k8EhC3ZE82wMC1zBMI6CQVYWrNcjWJk43bFbaNzcSfeGbpzSek4vP8tQaxcVxyjl0gk89QQvTrzAHdUiXtPLkhQn2tyAGe0n4ApQMiXEdj8LrZvAEsynN/Mtcx0TcpDHEueR4j6iU27GHRKR3BjVRoNgCIb1EHtNB8vlPK5slppVosswCZOnEqlzKmsQMor0bj7Dn734NAefeJJ9v/uf+NLRU8ydLZH8wVNkvvg1Jn/385TVHGYhw+H9zzJ3ehiefpKzf/s0udFFrFqd7OefwKz+aC+yr1QtnnpubX1+Xyvvh7Y3Z+18nbsMdkvz2mJ/U19b7HytLVu3biWbArf38h/bF1EwL7LO73ttcX/fkJ+S9frVuc+5UmTLukpMsVhvXmjRjvWsrFMcCs3dgoYmJzdrmzk8cZi4G3bGA0ym53lvXwiPVcIQrVRlleCOIudi7XR3OtlbXGZXSw+nF5eISoCh0FS40L9+1mly76Z+pP0tHA3U0GTBoumnzXuK5FgTJaWbeUo0Lm7gpKOCY3Ydsiox5fwT7h24i8nkRibzOdw1D6WUzLlymg0zkwzqnZh5lXqwyu7ACc7OtVLIdrKtIcxwfpLh0f3k661kS3myye/T6+9Acs3T1+Ti/z7SjqwN0+ezMPwGLZVGThWzFCuLPN9bp3/Gz/P549zm6celR/iib4alZVCjUEtUGMnI+ONONKZI1byk8gXubdRIVlQSlkpnTwVvuMhSXfD722s0cY5s0U3qsJdDI8s0+cv4ch5mJ84w2WXRXnJQLSv8yf/4U+7WZUILKkXtCMYDP0lpLkPya08j3D6CD255RW5LJ0eQ/EEcjYHLPMJeaSlRp1iy3tY+Lub8I0t03v3Oj6lsvx9eX67JlmZ7yLm15dixY1c6BNtlsPO1thw7dgyPH5rfwshYiixwXMbFl37FSVy9dJO2pgo64q9ts1ENHcNQ2OIN4Xf6aWhooKGhAYB73J3sCoewhCCou9CExkPBPnbf3sbHbvTw26E7+Ikb/MQVk856hY1NGgHjwq8JzbsU0GrocYWfv78TV2wJUemnRAVPQGaX4iHvqDK71I9Ul5hxCtKFPB6/E0ekj6lsiObaVkwaWM52klca+NroKTRHHxmlSq3g5dTkTqzMJvoHbyMq9XDDtt3ctfPHGc0dZqjxfkx3lc5bAphVKCV1NhJlWrqFRCRILl0jlXqWc20bqPS6aDEF06VlNjf9GBHDICO5kVIyv1UYw8RiPlLn6UCQf7DC9Bpl9jS10awZ5ApullUfsyZ4uxIkHFnOTPVywipzeKFOtpxD6zB4vK1MU2CWgpnH6EuQm/OQK9TwNCdomp9jeCxJOpjBnX2cyrOHMOLn4MiTlA8dwjLr1Ef2cugLn8fMpUn901fIH5t4RS7NmflLHgdWpYplXvhaNj1bZTH5o5ln4dF9P5r3Lfv98PpyTbY0+3y+Kx2C7TL09vZe6RBsl8HO19ryw3xdZJblq4ruEDSFZaTVYPv6+l5a55EduJwqli+MW3IgwgJFlrjz/pvpiGm0rjZy3rIhgDWdobXNiaxeaEC52budSIdgvqFIzpJRLAW3KiMXY2huD9FUgJvW19h/okrBsjjYkkfNZ9jl/wnGPRME9T6kokm+vp2yprIu2Mdzp36HZ2u9bGo4TWgaIgt+JhtqjFYm8crrKElRWlIhkpqJW/Tw4fdXmRxv5GgqwQcSCjP1k9zb5OLhfDdWaoTmhjDpyC5+duPjOGsK3zAl1jf6GE8kOZI6R3wdZM6WefLk40yHDM5vGSC3VyHl3MNpK8J6a4SKIhHOp0gqGgcUGa9Vo1zezJHKGc7MebjBO8Z9XU3c0FpmvpiCWJSEs0htLEtBq5MtpQl3uFkn1zmqz7FVXuboye8wFF+gZNyAsjDM0pc/y+zwP5E7WaJEiuxMBnHiDLlGD+4NnSsXGn7vBzg++WEsy3rpF4XMnjN4b+illi4AUH3x5Ere794GwOMvpsn/iFqaK8UfzX7t98PryzXZ0mzPCLi2TExMXHoj21XDztfaspbyNdSl0hG/+BWLkhC0e4OE3Qohl4wQAk1dGfvvh2Nm9zcFGdzZgc8p4+680CelZlk0xAIMNTZyYr5GsuDCqsHG2EY6HL04nTIDfpWOgkSyJOHUJHq9Xjy1JqR0lNlClXnJpCNXoq6bZMt+NrX9SyynyTk5xTnVgVJWCBRTRH1DBBuXqM+0M2HEcfX8JGV3lIfLNzK73M9yaZh/PPkCo5XTNCtNtDgckEjTGtxArKKQatL44oiFbhQIGx6eOjtCnnOUj03y0c47mXLESQnBnaP3EZo1eCFpoNea+MPMA0w5q/xFYRvu2jgLppt0tUpe1NAdcUy5CcOy0PMFQskJhs06JyMZRs00ZocHqdtBfhAe9RXQI0u4vRnOFb2UsifI0kU2dRQl+wOkfQ8zZk1RUyaZe2wSvZ4n8YN9TP/1FygdfQpz7izWYoJ6Oknur/4PAGapytLnnyX73c9RfupRcvtOUht+lMyBMQDqiQzVdBFNe+e/3VmWhVxTMWvvfOG8ls4v29u3ZopmIcS9QohhIcQ5IcRvvdG20tsY7sn27ovFYlc6BNtlsPO1tqylfAU9EqpyoWjKZrNks9k3fIzXaHzFfUWSkcVrPwOckoxPcRAyNOIeiV+5O0h3S40buvvZ1NiIPyJwLwcJLLp5oMvgpjY39wQ72c46Gp1BWuJusm4npurFdFdJ63la2rrxKT4W8pDyRSi4TVryKo5iG9XlGB6gotQZ6L2RlCdHqB4h6HLT1/QgU4EdNPS1Inlluv1D/PzGn6WejVF2lNkqh0guZPD6DDTrRpZqJW51bWZ6uoAv/D5qHbupCB96XUXzeVgK3slQ8yyDvg3s77+LZEcfGS1EzNvAeLZMu/J9+uopGhxdnEnNkSiPcCxf4x9mFgm68vjcCpPOPPvORWgqVvlAZwPHDSeyQ+PFSpiBLp29hVnmY2mW0hXKlQzLiTSy38SsDOONn0dsTLOsnGfmy2dYfO5ZpIYixS99idpyguqLn+fcgWOY45PIz36HxOkjjHzmnymcOE7qxfOY5Sq18QXMbBFhrRS51sIE1uQZSntOYlUuzI5ZS+bJPHMaALP25rpi5tIFHNU85cw733VzLZ1ftrdvTVSXQggZ+FPgPmAQ+JgQYvBi2+dyuXcrNNs7IJVKXekQbJfBztfaspbzdeDAgUuOTuDW31zRsskTRF7tJrCrTcPjlHlgRxMORSXSIGjthdQUGG6Fm9pdtHlktq4z2NwfgBe2snWDF102yDeG8Etutm3NIkWm8BsOZBGirs4z5a1xoFpBtSw0TwCzaKGaTjJlmZzqR646SGsSLe770DfsJrq9mXmfRmtyKx5PB497AnzRrFMoBtnc+CBtngGyssDnC9IVydDf8stkXQEMZw7FamTSNY0zUqN78EZOTLzA4vwXcFQ07gjV0CO3I+W3UTZkjmhRHPUsZf8kJ7KQUwRascBpv8Y/HD7CIi1E9DpHiz/ArFjI5jIP5/Pk3E7SrjCaYvJf60skKjWei24mRY22Qiv/4SQ4G89RoMzxWgKvIiOnv0PuzCFyc3tZfvQwp85Ns/jw3/Ppb/0NoRuWkKw8VnYEtAJmuIF8i4/l7z1PbT4JlSoD1RMsp0pYSzNY6UVq56bJPz9MPVukMlUg++J5imdnATj310+/qcJ5eXgYt08mPff6I3M8u2fyTR1Dr2ctn1+2y7cmimZgB3DOsqzzlmVVgC8CD11s41cPj2S7utmjnawtdr7WFjtfK9yvMy35y6c019yQnLbwRgStIZ31ngCGLuMOClo7NPobvIR9Mt3rJJwVH10eF5bPx0BrlU8NtFL3ZZHrbiZLdSacpzAMDy6hIZkOEhWLk+48lmWBR8X06LTLMTKFIImcypjiI1NaTzacpViXeHr2DmQRx4FEjCzd4Q6MisyNkXUIU2ZbyEm3egvTM/vo8jXR4vTTHhgiEneSmMhCIk7R30gx0UnBF2PCdPItaxNDpSN0tjezZOq43XF+uusXOak34HMZTJVv4Lu5PM8vp0hOjrOQzyObFXxeN0e8ClrAz56ZJdT2OWT/JKjdNDv87F2W2et10h9VGNEMnNIIWjlJZnEZp+coUjrP6ayFevQIZqCKZWaQ6+OkPXlySp5w5UmWnvobFk9O4igsoSf+ibmHvw2mCULCLNdY/Po+zn32RXJjWXJHZikXV1qeS/NZKon8JXOfPDmMS1ZZnsu87voX98+8xaPKPr+uN2vlQsAm4OVfBaeAnVcoFpvNZrNdYxSHoJyHO37aidMl0cFKX2mnB26/20BzSHzwdhndkhAFi8xSM7X2WR5qdbGcnWRLa5iObIA92Ul61inkTxg43BKNLaDVPSTLczj0LGYuSE4u4qTEYnEQT81LtJQFzUFTUKAtRZCdeeaCPs4aggeMZd5j3EV1okBNiiFqUzQ5tlFp6CeVO05zsB1DyVJTdrC5f54vPLOXSMcgZ6aSqJVFpIZO8ucquKq3Us4+z489sI3PPH2axt6fZ9dCH1vXTXNo5jSzuUP4u+/H3DRHsJKifaLC8lyN3r4qnxu/nd7gs6TKTlplhdnWPjymwZ1SC+UOL1XHGPOOB/hM4Vk6zSDBapmqo86kLqiWsyxayww09zGCRb8oUaq6qHsqnC4XiMYLhL0Zfu3A3xOWBmiJzNN65hGeOtFFa1sMz7zCEyMGpb3Had4xw6BqsHRqkVagmimSn0yQOzPNSFednQ3reeaFIps7CmCWcIVCVJ5/mHP7zrMYtwid1EjLKXy3XvihOn/kPNOTqStz0NnWnLXS0nxJQohfFELsF0LsTyaTLC0tMTs7y/T0NMlkkpGREYrFIidPnsQ0TQ4ePAhcGJj84MGDmKbJyZMnKRaLjIyMkEwmmZ6eZnZ2lqWlJcbGxsjlcpw+fZparcaRI0desY8f/nvs2DHK5TJnz54lk8kwMTHBwsICCwsLTExMkMlkOHv2LOVy+aXhal69jyNHjlCr1Th9+jS5XI6xsbFr9jXNz89fc6/pWszTD1/T8vLyNfearsU8/fA1ZTKZNfua5ubmSKfT71qeSizgdMmveE2VSoWJmZX/x/zyNLnCAlowydKLdR6Kx5mdnqVeL7F9JojHJTO0WKE/ECTjSRLdUUWuztPmcKEWTByBBCG9QN5RxF+waF6Ko0uwrDuRiwLPgQ6QdAy5hDtcxl3ahN+xwBG1hcfjt5BXarzoFbxQ3EhRL3PD5q1EvHkQNeZqjTRGi2xouYc9ow8zvnSA8eIZoq4Oyi43UUeAWXkrgUAjrl3vIZjqpYLCdukWvOZmGtQUu7vuoinewXdrbRxPlpCiGwhoMCl7KM+lCDduZFly8yfDEzwSVgi3ufmDI3OMSS6eytfZXq7wBM2kNEGyluPPEhny3iz5eoWepjKHC3nycTeLppsG1WTSKJIOFjlmufhgv4dlc4pNqosjlRJnZvbwZ3u+yfmJETaue46pfo0B8X1eOLqPpdTXmPyrvyE5cYoffO7POfxXf8x3Tz3Fo49+i+On8nz/m9/mO9/5e7LPfJ+FyQWyiSzPlY+QOTTC6N8+THli6cIx96UnuFU9+frn01PfZHZqkunpaeaPnOPsoROvOfZKpdKaOZ+up/e913tNe/fv5+0SlvWjGYblnSSEuAH4Pcuy7lm9/9sAlmX919fbvqenxzp79uy7GKHt7chkMni9b2HmBdsVYedrbVnL+XrqqacAuO22296V5xs7YNK+9dJtSaZpMTds0TggYVkW00v7aAxt5+ARk9MHZ7jjE36+9GKF+7dq1LMOMnmL504eZ3BDEA6GyGpTaPtrSBs6WLfZYs/+BGbCi2hy8GJmlj6tzohvmnTJRE3EidccZL0GUt5ixpGn3aFh5JMMhc4S1pPMZDs4n+lmR+gxvjdzJ8898q+5YfunKCVytG9TObIk4Rj+HP3h3UT7mukPneD5fR8huTDLxsE8meluWrp/wNLkgzQMfY4XJnej7/0ky9s/Rk/+NN+qDTB29jHee99/wHU+w2eP/yNEJD4WaGb/8TqevhTTER+/M1fgibQTPTjD7Zkc/5jK8ME+nS+frfHve1p5anmE9o4hliZ8BF1TLDbotFYSHCo2cKtTYs/hIEORNM/MgRl6kcWpWc6FB/itoJeR1I00JPZTqZuU6hlSrjtoSZzjQG6MeH8Hg5vez+iT3+REw78nNvdlbhvYT0vzLZw/muG4keQPFo/z6/kP06wco6NvA7Hf/DnMfXs49kISNf0iHf/q36J7XznGeOEPfwPnx/8dUriB2U8/intzO55dPa/YZi2fX9eb6VyOZo/ngGVZ297qPtZKS/M+oEcI0SGEcAAfBb55sY3tyU3Wlvn5Sw+Cb7t62PlaW+x8vXlvpmCGlb7QjQMr2wohcOlRJEng9wl6+tw0Ojx0Bgz6DDd9EZVtbSr3RAfY5m9luWKwPdjCwFCc937AQ2e7l1iLl213OnHHZMIpNzcGooQMF1tDBW7bGsUpO4i4aygeg4aAATXwy2HCxTInJ7eSSLchmS5GZnZRVxRu7vslZNNNw6aNFKt+Gt0u7r1jN/3dbqZmuzk/v4GIs8pM2YlPzVAUEimpCX/HYZRMjAG5iuhYz/mpo5RaHsSXOc17YptpdU0w26zSEhwiP3aKr0+Z6IYXw2/QXhhHNVoIer2cSORJdLhYsip8dXSJbeu24XTkOJ0qcrDq5JBo5plSkmo9yXedBqq5SNEU7O6rsliqU9IUFFPn/oFefiVQYcKq0xsaJqu48LmzSBgUqFDtSPLtLSZDSZ3zzz9Cp7uCe2GWkH4Gn15jZPogf7V0FI+rTm7mGCcbBGOxCdSxbzD3F39J7Tu/T7FexjR1Rv/ksyQO7sFMjpMdWaA4tQCSRGl6ksLYUSTdQXkqAYA1P/fSsWCfX2vH8FL6be9jTRTNlmXVgF8Bvg+cAr5sWdaJi22vKGulq7YNoLW19UqHYLsMdr7WFjtfP3oBdzsA3Z0SO3evzLLyvnUrF4jJ0sokLOt3GATdMtu2KjT2GzRuvjDl9Lb1HrrbnEgqzNWcRLtc6CaU8os0ujWEt0ZbpIRZlOlye0kqBRwxiZOZJr53NkDd9KBUnYw6XATzMnJziLkOBzmfk2LNzQZPglPFbfyg3oVhBjle1vBoFURjDVF3kQrMk5zawpQZJTHTScA/SVXaCfkC42xmJClokH+cb54cYL2nhNq6xMbBLaTUEq3RNmLiJgLWJpbUSbyORc4VI+zPQU9rCwktQtgp2DOV55zVQamkMtg8g2aEkC0/h8/n+c6R88wmk8yrbrI16L45wclUmMMJmSnTybzDiaWM8oxaxdciEQ+0sFiQcXrgE206X/QXScZHKfiWMTN/QaN2HupZTGuBTNAkVDqMt17iqcKzGI5mEkmFP374ESrVOkt7HkMq5nFaaTIv/oDK9z/N8F9+m5m//QcWZwpMHRim+NX/Rm50mtJ8Gmtxkfw//jMAVrlMa2srVm3lwsTq8CSl2QUKk9NYpQpWtfZSjovDM6+Y/dD27nvi5FsfJeWH1kTRDGBZ1ncty+q1LKvLsqz/8kbbyvLFB8e3XX3OnDlzpUOwXQY7X2vLWs7X1q1b2bp165UO4y15vVGcZBn6u0Hzy7hbL4zm4XepqIpE3jRpqNQ4W7HwWzItLi/NHo1iyEINCn5pt5sdbU46oz4iIYtk4yCLlkSgopB2pJnzVOmsCY4vLWGc6yad1cjVdGLuBJVCI4u6i7qq0Lzcj+kp0DzgJZeROe09y5SWY0J2sehxY2hJsnojUkmgTBa4JfYJ1FgjTT4/e0oRPtDTyYbAjcSNAL54ltlZnVpmnkmXl+dmz+J2tXN6SeIuw+C+mz/CwZzMH9f9FMybcdVqfOnUCdYZTlLjTnIFldZghFpqlIKVxupTaUlMU3RkmVAkcDWTrmbwWmWetuY5LJcpxKGiufmr+WX6ajWONDnpr8v87vlZ2qPHWKh0MzxtUvDr3NeuENAtfqG/m3i1ilSTeNKlkfUVWJZUzMZJZip7cVUOkT6SIX92ki8vfY3vWUf5bGaOkT2PwfwUxfGTjM+8wPTCs8y9kKB2epjaVx/m7KkT1J57hIXZJc587SlSX3uYwtEnKb9wnOIzRxj9zb+ktpgi+fnHKI0uUk9kKHz/7fettV2+J04cedv7uCabZF0u15UOwXYZNmzYcKVDsF0GO19ry1rOl8fjudIhvKtcDokdbT6GFyrc0jVAT2QTNUsiWbK4JdZK1KnQLlQ2NzVxZH6K7d0+ju7L0YQXs3eR5WqeyoyXFu8gA24ny+EKy0WdmVIrWs1DUJiMRqoMjnhQY+PUqy5eiCnkzhQZacwgO93UHDBgmhSMBpyso7dSQrhbmLWWqTsK7JwLccZ/PzcFp3CqVQ6V+5kY+Ws+9tB7qFh9tETBZ83x9ByU+5o5P74Tj2sUXa2zQXRycPZppmp59i7NcfrMIoGmLor1TizXESKxDEef24d/wxa8RpWSUSfmM8iWHKTrCt1hiwlLYzR9nNsGSvzzkmCpWOR+PUHEzGG4o+wpnOf9nRGOOZfY6fHjGxvj06NzfKR/iJligtH0AgzG2DxlckC1aHM5+etike5ShZHaHHqiit9doG00iD9W4lChxIaCg8q6WQpeSB4o4mmI89wf/Ht6BvuxnHUq40d57jsZWuUF5EyZSkCidixPrZ5DyxykNnYjWmWW8rPPgFSjJoUBsB5/BG7YjTCMVxwHZr1OvVBG9RhYqQzC//p9pi3LguUZRLjpddfXzBqykK/KYXjNuokkv7vttqNz4297H2umpflyFAqFKx2C7TJcavIC29XFztfaYudr7VgfV3GFTpMpmcR9BqqioqsyXQGDmG68VPzIQmIg3ECz20VP0UnHTpXGaICWYJRxn862hhg3DbjZ1a6xrsfk7OIGVFklqshklBxnQ1Vy+Njsm2RmYpyGUBBkDZeq4ai4Oa3XmOtM0hF6iPHGHFYgy7hLp/OczoSoE8oGmV4YYCGxkbSzhqg4OJy7l0oihBT4KbwIrJLGt6VfJVKPEsp04c5rBN0O8mYI0xmiHmyj4i2xQQ0zX+xgWYniXpil2e2gkPES08Pcs/FuJKdMv6uN/VIz271e3BXIyHVeSJ8mpAkOjc1xevo8c+5WfnlDkPPCScwvONPQyamZFP5iGgIPUfP0s8WVoCVSZ2fYRySuEY66eWJxiVujIU41mzTGBfNhi5guMBoULNlH2i1BY509M+O48gqHJsf4X9JThMJJ3M5jVI59lVxtmYOzgocTw5hGmqV6loWJwxTGTuLQKtRO7qXudsDUOJWF4yztfY76C98jf+QAlZkFkudnqVTqVKt1yvtOc+q3/4Lxv/sSZrFM9VtPYlWqVGaSrz1gygVKzz+MWXn9SVu+OfIMZ5JX5zTf+z79g3f9OSvmpcf0vpRrsmi2p9FeW9bqz6/XKztfa8taztfw8DDDw8NXOox3TWdI4ebbNxJxy/icF1oHPz742lkP9dXJWj5xb5SmjSq7Whv5aEcjbY06GzfINLcL7moP896+NjSnSV016Ql5aA062LZOobX9NpprBpu0HJ3NXQQUjbvCfoyciydzG7AsFz5/I9m5HvJei1DVTXNB46BXECnWWKzNoXk8OL0Gt2/+FCPuZSqqk5FwGXfsFhqVAfymC1MXPO9pxOcP4Qm3cWvb/fiDN2D6PsH9g7/IudIwWngd55cb+cOFD5GNDTKWKxIIqJhZL86ck7Dbjzvup2h4sTSNedNPOpelM+CiO9RFf0jlhYJFumrh8gQ4LlQOTZs8fGKBPQs1Mu4GjinvoWQEeCRVJVBIkrZaUHDg95XZn5EJunX8rjSjzghtkkY0NIPc7qexIqgIk6y1SFwsE9CTGG1ljE6DbCaLQ8+giml6Ql/ncaVC1X2KI8sZvq6d4aB/iblKiOnnhjn9jMXsiQRfShzlzNk8E995nmJilhd/96946qf+gSc+/xUOv3ieF774CLWZMUQtz8J/+ity+06TOzvD9B98i9QzR8nnCszMzmJZFvm5BYafWiL36AuvODZSn/s6pbExkqUMR5cujCRm1l7Zp9p6k9OQ/ygsnnjrE8q8FZZl8Qn12NvezzVZXWaz2Ssdgu0y2C1ha4udr7VlLedrdnaW2dnZKx3Gu+rAgQPc1+9EftlshWHDcdHt229eueBQkyWadSdNAZloSCK4WmdH/Q7khiqms8b7tgV5b3MMn6Gwq8NNZ8cN9LS00hh04XDD7T0uPjRkcLu3mdZWL0nJoicYJCUrDC4lGeqqYUoyNU+KonacNqsRnxEgFA/gXSqTE0vUvTKLhR62bfww7cuC1OwyTl8L6xruINg+TtDqZDC2jcZkmKXYZpbyC7T0t+Ggn6XUAh79Po7mF+ltCJISfqyai6JRod3Zz73eNlKlFrq9g7T5W/HLD6I4m/FYJt85nUL2amyM+BjV5nif8+c5VcsR9N7OvLNOPDzMNycMzmQqVBaT+FweDi5X0aIR6sYyHrmKyiKm0NHDHlxuGUVeYGtjgRNlC5kqpiSxVBVUljNkLJXpRJo/L5Z4VHbS5xulVfKQpoC3cI6aDrNylVq4SjavMkOUPyifp63qprv7JOf0WSZaJaq1FOHOQ2jP/lf83/gjMk/sRYnKnB45TlEe44kjCzz2E59BTU0w+4df5p//8it88n/+J5a+/AJL33iOYbUJMstM/eG3SfzTN8idmaF8/AlyP3gKSUhkyhdaV7/98c8y++lHOf5Lf0VmdJ7p//VtzNWLE63M6/9Cn55IUJxNvGJZNZG76PFomSaXGsrYrJukxxOY9QtF/NjZOXKZ4mu2LXx/3xvu62LqNYtCYuVLgWVZPPzHX2CDUrvEoy7tmiya7Wkt15a13BJ2PbLztbbY+Vpbtm7dStz71i9mbwrJeI0LBbcQggf7A/hioMgCvy5jOFY++gONg+y66U629TbR0Wzgd6u0D/no2xynyxfg/Tsi/Ph7XZRDXrboKcI3NbLNrTE6VKb3rkZ8JYvSnMZ8yWL7opMiMhtKMXKJPFVHhbo0Q0PdTzYyS1XaTLRhlKzi47zbTVSYTLgd+D2tTCdrLMSiZHMjVHLb6eloIaIoZIoxXJE6KW+A84Um/PUqotxMXfSTdYc4b91JXRqiovewu+lTxNVG3KpEtloiUHfRa/TyDVEC0crUUoD2vs18vDnGjNqARoWRQp1ZSfDUjMYzizkO16LokpNC0KImJIJKicl8gQm1jVsaBzk5Nc5YPcQuR53lao1HZDeenmYWPDrzloqvOEKpquFIZ+jRBHMlndmoidUzhmjcx6SY4kXrDHtDbrwdecZjJvnWWcYbzuPwq/hd55BuzzO2ZJJxVVgs5XDWpnlCeZjDyb0cWk7x4oHHqY1PsfdL3yN35ChT8lnm3SbJhYPMP/V3HP7Pf0k6ZVJdmGbq1Bgv/o/vcea3f5PJc0cZPX4aKWyhSKf52m/9OelnT3Hop/+Mar5M8htHyI/NY1kWVq1O/is/oFaqMvLdYxz7j3/I/m8+ilmsADD36e9iWRbF+RQAqVwWy7KoHp1i4rkRZg+sjFKxcHSYfZ/+KuPJGiemikz+9fcw55cop4tEW3Wy5+ZZOJtiaTTDuZNTTI4uvOZ4rhweoV6pvVSIm6Uq9cJKHFatRD31+t1PcvN1pg+ubJdLpDn73FGSpbffsn5NXghYLpevdAi2y3DkyBGGhoaudBi2N8nO19pi52ttebv56mt57cf6QDjIiamVVry2sJOI58LIHaFwFLNQocldeWmZS5a5zd1C03onslPw27u6qYsapWAUYyJPU9xHuFAj3VhHaBJFl49d0yU8vRv53vA8/oCTzk4PxbFpGqww1MukdQ8T1a2k3C5SYpbRRgftRp1s87+lWE1gunoJdZTJutzUHZ9kunwYSk4OJz7O+cECijbOzoJGQW2lXtmHGewhu1gkqvRQMH10OToo5SYJBed54YSLeN8juILv4Z4NM5zMNzFfrtLeOoCRVjk6Ocn89ASiVeObU7PExToWyyoNrZ08/fyTvO+mDs5Wxwg6t/P49BfJtbjp9tzKE5VvMUCSBWeALsNgQW7DqoQoLY/xxZTKNs8My+UmlikRVHXMHifnRI6E5WdEk/jFnjCjjvP8k1zh5xY30eadZ4xxFsp1BkLNqBGTM+p6pnq6CGoSoZlFzhsBwtEThOJlUpvqdPtzFParnFHzcGOF/oiThdkkj5lZPhGpovmzZBOTnFloYHm2zODJFCeaj/GFLyV575Cb7//xM0g7nEQrU/y9W2Vw01207j1F8ugsU0/+gD9un+N/t93P7KFDnPrKl2mR1nEwNUHjn34T5ZlpBv/lLeizf8DU38PkH3+FG/Z/mT/9xue5u28zyc+pJPz7OWf28uB3D6KNnWEsX6dyc4qJF8/RMnmIyectWtevZ4PnLPN/9AWm4zcT3RTA/MNv8/XtQ/QyjNR3E/XF46QWGqhPLHL0C99laNcNeHvDFE5NY+bLGLu6IHGe2ecPE+7YTlX24mzVKS6bzB0rU/dl0RZSwDZS5+fpdgU4p779duJrsmjWNO1Kh2C7DOvWrbvSIdgug52vtcXO19ryo8iXLCRuaF/5XNQUCU15ZfEQ1lXu6Qi+dL9Xd6EIgSIubCfv7EfNWThUaHJ6aS/FyN5b5uiwQpNT5XxLiA/0SLjPKGzZvplYR55jaoT4aY1mU+BSHKiBjYxWzxKpeSk5yxRd87R3D9E4VWFvg8F562YqJRnVDPFdrZ0tFZmlepVxeQlnOMvYeQ9zwTiF0TE6wts5U5Hoq/bhLbZTMWqMKI10eGME2j/ANw7/Hrfc8BGKrkG69DH2DzfS4rc4HzDZe8aizznFpDWEVTOIW82E3IKHh5N0Nzg5d/wIQd8G9mXLbGtppGVDJ9klF0M39zJ36m7OLX6V5xdk7nXcgrxUYLF+mOfn5vnlrZsZl3w4pQJ1q8bNCzOcb4pQCQTINIfZlJ9ClaMErBiTWoJeRSflUMhZfsJhnbSuoVRfpKM2TlvejWIkaN+WRbXi/E2uxq+6p6FWJd6WZV8txRZfL+HxYT67/Ayyr5uSGUCIM1Q6s3QbE0yfbyFwi0ZIxHhArZNWLA5UnqO/+QO01hsZlQ7xfulh5o4tslC+g1hwho7nz7Cc1gi4fASaChx8ei+T0RztrgJ7njyFUngeJdaE/+zX+MLPNpP8/f8H73iR//vID9haew/6eonMvmE+mztKQ61Iu9rLmce+TWsuzdOZ04weyLBj6QR3G1mmZ7LkPU2cfWyGinuB5UOz/IbjSf7VfVW8swf4y4PnmVr0Mpr4J37q6Tzn/+oIoVSYO3v7eez5v+SDN2xmeTTF1IlDKNomsif+FKevkednF4h1zHFrQwvVpVbmnj1K0F1lU1PobZ9L12TRXKlULr2R7apx7tw5+vv7r3QYtjfJztfaYudrbflR5as1cPGPeyEEunqhS4hTem33ECEEqg6tVZ0WTaelw0PdcnFnY5n1MYVkQNDUIHF/Q4juzTIuw4tVVpHGBHc1bmbMkea+9R08dTRHc7WZFs1kspTl9l0Bjh0FPZhCmdBwFitYXoUJv6ApPEc662aGGdZ5PCzmwqSCGvM5L51aE5KucE6T6SkonFdzBK12TqajVEJhapbB+qY0T2RvJuQ8j8dlgGMGpB7q/jBnzlc5J1fYzDqajC7kmsbz83/LR/rupOY+zNEJSLVX6Gh8L2mnQl0vk8gHSPqaaaq2sjRrYsRrJJcm2doZ4U7XrRQM2Lc4w89rbhIOH666gybZyWTAzfpRQSEuaKyDIhnMqCVKuVEikRYKiRoHNS+nExY3hhSKisRCUWd+eZ4BQyFgVfhOIsS4FCFVqdJkabSbk7SlS+ScMs21FEbhGAWjl6iZYMbnJ1gvEzROoikWDUYMyVnm7zcqqNoyT2ZG6VBjNJjHWKpH6IhVyKWO8g/pIkutS3h2Vyic7mS61UWh7UnalssM+DP8R/0c6VIDnmVYH7JIzS+hpD34Cj2cVsaoBD/L+oWfxVMb5txGHzdY52gt1JmegIrLwp/VqCmLjBw+wTP9LQTCXkojX2VdB/wbM0/r2Ts4lKzyla/PcFN8gezmAI/m6vx/GS+zvu9zQ3GJA6ebqAzUyPWUGH30aaaWqvzBSIr3rR8m7Mqjj5ynPVLCJSfZO16h56//kvPPL6FvlzmXfvu14TXZp9meEXBtaW5uvtIh2C6Dna+1xc7X2nI150tSBO1dBj515cJEWUjc3K4T0FU6O1Y+d9e/R8btEggh2NQWJr5FZSAeZKjPg8sh8YHwJn53Uwc1o0a73EFT2ENzl8SdTTEGfG48ioqpCO6P91KLhekKq/SFvdQnNnAAH2lrgQ1995LXJTa0gSFk8oqDmXKY01KVhaYClIq0Dv5bCuUmmhSFE2YnO3d0MZJrYTK5k87Wu8gGB3HVNBS5FSseZc49gHC4mCzsJlJM81h2BPp3kpNbmc02kXWbeOobaEnMM+Bsw5F08sziUyRS54kYYX4s2oHHp7JQzoOznXqgl4myQcgIEo9BRn2O8XKYo9Np2rwyjkyU/z08xSMzQeKhAD9YTjKVylGouemtFEgtP836WJyFapm6HmR3MMfZcpFq2cQp11jf0EZq8QwzxQpbG1to8+rsJc+hjI7fH2OqALHQMi+UNB6bneXAUpVy4jgRr040tcjn577N6FKeulQjWdcIOmZo8zrZ2RxinE4KgSL9jhluG2hHUmQUXaFnvRufnmUyHCHi0XmfVccVzdOxLsEWp06ylGNfZQRrp5/BYoIFVEryMJ29I1ixSZrWL7GhfhOnqzN8c6QRUdDxutOUXDVC1jIbuo7RpnYgdZ5mfnGBTZUmfq56gHilh1sxGeyAbRtB8lYJeHrZEwjTOjDPLzgE2hYnc41lzu7QebxlgaAqozdHkRx5vtwxgSuaY8/y2x8k4posmm1ry9LS0pUOwXYZ7HytLWs5Xx6P57qb4ORqz9fGTj8B9eJdIBXHhYsQJVkQX+8jEPGxrjEKwJ3tAYK6woYWN/3dVZzCwbb2ANuibj7UFaBpnY+BZj+f7IszXYUHd7fTG47S6HKz1CJRVYo0x3qQ8jF6WxV86EzJBvWKE49ewyw6cOd1JhWNp5LdiIofX01jqMPNwlgnQUVG05x41rVj+jMo65xIvjii5iXe8GH2BCS+5/hPxNb/EoX6IOdGtlBKNhJSCqiFBoJuHa/bQ3vbJyj5FGpqjqyQCRvLCMtPyalTUwM8k93Ft9JJFuVelHEoVMoslyo8J7VyeiqPQ5VYCDWyofcOnM4f59DYNMWaillzU7IqVB1hpq0YksPDvNZCc6ydo9lZnhkbxnJBPOYl6NT4XrYDWWuixaHQFvXwjYUaExmTA6UaLThoMySaPNtx5JPsjMbR4s0M6BnWd8jcM9iD2ywzkTFI+aBDK7LOUWHviVmOFhcI5U9SGpdY75Ep1OL0KUHWN0gcmzzMRK1Mc6CMO1iis3meJv0Y97XF8PoyPFgaISqXeW7G4C+WLObKaf4pM42i1RnJfYMP9g8QEzlaw8ucq+Q4kK3w8ZiKL7jIjSGT3eYkPcYc0YUsblEi7WzhiBIh64RYxwLLxRLarIYwTzNi1tl0k8rAgTFudcxSD43xE/4Wsm4nquYhXjlILFDCU6igX3wQmjftmmyStWcEXFvcbveVDsF2Gex8rS1rOV/X48gfV3u+3qnZ5bYaLUyrU69Ytq5FYsqpoKkgCUFfzCDaqOMeM+gMuPnwTes5OBXm7KKTD/lD1D3L+AddTD5RBE+NZo+L5dwyAx4vw/IpdGKYnjLdKTcxr0Itb9ITFSTNGqQF5/OLLLRItLpUUscTNIc2konlyCxl6IvdROJcHbMmo1crVLJOzs7V2GQkyfpdTK8/jWOihOVIclp1sFlMMyc66WkRHCsMMmyUcLmXmU0HmMh3UpaP8czwKJtvXMeRkXPcZpTwShsJRGWMnMTd7Tcwl/Ti1cd4LKczQYTnK018MhxjtNaJo3GcsX0zDHXcQyEuEME0lWWN0cUcz2oPMFD8NDmXhccf4dBikv5AjGq+gKHVCXiDbA8GmayaJFUTnytFziHR63VwPONjtqwQ9fuosojLCDNx+kmE22S2bTv12SMsy04mKhU8ERdmdYlf62sgma6jNkicT6ts8csEGiMouQVub/ITXVJocSS4takOahPL1QKOXJopR5gP9rdS9uZ5oHuacUsmaRVILZTZ6AsypXq5N3yWqYogKVskajPohkGj8QO0jA+nx0GykieZ30dCKhCowPmkwt0dRTSjiFGqUckk8XibmJE0eiWThxdm+EC4h/1VibjD/7aP22uypflSYwTari7VavVKh2C7DHa+1hY7X2vL9ZIvSUi0OFpfs7w5IhPxr/Sp/tTmRgAGrDZKrhJtfjcfWN/NJzbG2bDBiTfoYPuNCh/7GYP1fSYh08OuboOhaB1/dIG7fRFUT4X17WA4ZHwBB7u7fWzrq3JX6yasuI4z66C53U+kYZk7d8UpR2UO3HwYj0cQ97pwOhU60gqHh9fx+PRznHN/lxk1SUiK0dToIBYU5DxbOFOJMVsu0t2wkWnPHHPlMYRwslTXmcvOoQc6OJdP4nTGeNw/xN7gJ6hUXejxYTzeUdpaPkyPfjsHrTDnAh+nJfivOJ+fIR3aia7txt0YZceO/8mmvgDD3MOp5RtJO7tZymUxA0OcNNt5bGKR3vYmnFUZjwjzXbPObZ0GS74lJFFgXDVxKU66G1o4n4/wvLadcTnI3qUS+WIzYdlDwCNxn7dKX1znueFhClKNXLbGs8s1+pUsUX8Eb7iFLyQy/PdzaYKyoDBzlhdLGrrQubewwFEphaDMoXSVkCrx3eUSzZlljEqOmFPlWL5OtLTEbEoiGGzgeEphSZEpuKaZKDk5lvSTq1Tpqw7TFtYZrQiqmWVGFmUkLIbTafo9aQpVGSsVQDhlmvRFSlKO4TMTqHoVn1FBzR3mXEGiqdrEYjVBoz/w9o/bt70Hm+1t+uHg6ra1wc7X2mLna22x83WBJq+UKBtafdwy4H1peUNIQVEEHb4QhkfQO6CwY5POui4/9+wcIhB14HWrBE0XW3IRtm9aKZb6epxEm3SchoNb72yibeAGbrjpTpoadJq6vHh0J3ljmDv96+gJyei6hd9v4etykGtoxfTGicYjyOUwWtlLNLQJteVWlGAzus8gpNR5/qgPw7kePd7OnOc9HBUJRuYSZKTt6P5OMqUNeEoB8hYUkZGrGaoiT63uxO1y8wO1ATUGuuXDp/qpukvIuSmS2RSpcJZyrZPO0CKFCYMF7Q4Gdn2cs759nNlyN/smRmmJuhAlwZw6zyNuONDYxuJAiWedD6LpGzFkizm1m1P1n+CpmodkxYFHdbEnkyKVK6MbDkypn7nOD9Da1E8k2syQ54N4GzYw7XSh+3zk1FtQpSqJms6TUjen0zXWB7uJhzcwXunhsymF40WddaE45zNV8okst0Y78TudEBDMVSKUc0vU8mF0/y6mE2WCra2ElALPjc9yNqGh4sTn95CohtjQdQN7EDw2CWFFosXbwtnRZXzOLOt9UxwvdzKVKpJyRdjgbebUnInXFBzJJKgGOskEFZprdXqjvW/7mLwmi+ZC4fVntrFdnQzDuNIh2C6Dna+1ZS3n66mnnuKpp5660mG8q9Zyvn5UnLJM0PHaftSqfGGUj5t6fAwNGSsjgUQ1oh4vcl0m7nTicaxMePbgzW50h8DrcCJLEr+3+UP4vE4aDY2P3rYTSYBDz/CTka00+zQGYgatrQKtweCuXQadoT7qzo/iD27g9iE/zvqNuHxdvL+/j0n3AkNtTfzkPbey9dYhwqEisUgjucUidTmBsz/Mjff+Bjn3Zta7b2bh3F4k3cm+CZPlEphli1xnnp1dAyh+NxPBFH039IFSZIEJZuYSJKUsWXM7lu8YJ60kBzMDhK0Ak0unqUdktt9wLwXZ5PRchsVSivGci2clLxNLbWRzreRqW9H8XjKVOK7GfkY8Es6GHgZ67+M7uTR5oTNt9JMO/EdeSPSQUYtoLg8jgZsR5jqkWguJxTbcS1lmKx5cSog0OUbLfnqcdeLeBo4XFHb5Q7h6P8m6hj4a/Jv49c230aS50BxeLNVCrhvM4MNTmmBq+Qb6W+5F1kO06RonF2ssJk6xX/8UptZNSo/xaEUhEL6D78wvsyAF6Dai7B1bxlss8NWMh+dHmnn0XIIsHnriG1nvmWGiXOIHwsnOriYK/gJeAWGr820fi9dk0VyvX7n51G2XL5FIXHoj21XDztfaYudrbbHz9fYF2hQe6tuI7pVxeC70wW6OyAgh6PSHARgKdNGsO2lwrhTk6+IqTYaBX3Ex0Oni5ttVutvc+EwXfXGdn2kw+MktXexe52dTp4vbBvoJ+rYS0z00u8DX0MeGHjctLoMPdW5gR28zs2OP0qYt43OE+IkdQzS63Ax0D3J27Fk2ZNczlu7mhXyRrX4nWxo8RDvr1B1pjvY/TdhtEPTME2+aRa0v4S87GGWCmZzOP3iHyU7P4CzJuBOTZD0LdPhv4PMLZRY0L9OzHrZ2bYRsKydntrJsjDFXSnDap3IglmZZWiQgmsn5fSAU0ksLHGr+GQ7nb+ZUKEGk5KK52kzOlSUXynFXmw+3EuX5hQoLukymJoi4u1gsLjJZvJVIUSVVjxBvfg/hcANCV6ipAzQ2thERWRb8vSR87+MFZYg+3UNBHWK2vsDJ7HG2DXySE4sWaG76o30s5Bc55YqyWNpBMLqZ76cSeNL3kFHqfK+2m2o+z32dd5CVSsSjN/OdxUd4rpTnOwsGbR6Z5Wyag8smj3kbOVkL4JSKFLwWy3X9bR9b12TRbA85t7Y0NjZe6RBsl8HO19pi52ttsfP19gkh6Neb0LwSmvu1Zc7LL2a8LRrEq67UDK0BhRbdhy6tDLMgSaAaEkZYpj3sZGeDG5cm0xVe2b455mT35jYAbul4H97OQSIOJy1OF/c3DfITgxu5f8NPUkhOsL1FZ1fcoM1w0LfOwUD7Fnq2bSBe7qWtGqUlm6ZlYx9pf5SyW/DT1SHyy1G8LoMnZ1uoKBXuKMNtlQ30+e7mD+/4AMWCTFe5xkMDd2AU3ZSqvYwtL9AU28R4YZYHBu+hh35yWZgvjJGoDPPVpU5y6TaUuoRhhSmelwmQpV5ZJGoEyBSD5AtJ3NV5aspGSrNLxBseR2naz9F0HckI8ed0E9LacfsHmcplWXJU2Vu5jeH0AOdkL6O+GwjIc9RLggURQE+eZNbTSzW1iecZpKU2SsF5C1+2Wln2zFE3HMzWIjzJDjY2NrO9cwc+xc+LzgUqlkRH7yChio4r3MGE5WbB1Cgyz3qpRmvnIJ3uEA/5QkxlfPQoMzxbXE+y2kw2l8P0RxlOykxUB0lV3v6vONdk0Xy9XEhxrRgdHb3SIdgug52vtcXO19pi5+ud07jJQaDj8hrRNugtr7jvbpAJ9KxMO676X9tS+cN8eb0Dr1mn6xo/+8HbcdXd3N7WjSJLPLBdZ32Tg//vE5/kZx+K8pG7e2lbt46cA9yyQp8rCEud3NTSTcXhpTnyEDvu8uFrdXHXrnW4HDq33jDEQwPb8cZi9HfB0NaNtM7GCHvCaHKI9u0fZ7li4vOF6G9zEXZAdimPHtRwBE/RWr6FgNug+aiK96wTnyPHb973c3R6o5QqDrQ+DUtKURF+litR/i5Q4A/H3eytLFJ0aBj1Eg3xnXgDXmrpPCc9B2m2apj1CouLBueqETxqlTlZYv9SD98LvI+05WdCd5KoSux3RikpzWTdHvzdLsxSiWPGHZxKRRA1i6bun8UrXEym4eCRAsvzp1G0Cn0bbyU5WORYs47fa3Ki5mBcVtna3M1AOMQm1xh1q0Sm7UPog620ljUMtcK3T9f5vmMbtYr6mhxdrmuySdbheAcG47O9a+zZytYWO19ri52vtcXO1ztHdlz+8Hj3+za/4r6kXNiHuzf8mu0vla/2Jo3b1937Uut20LvSVllpjACwaaCZ5UqY/cFJ3qNqNAgP3f4yQb+biF6gJRLmp8N38EdTTxMejOA6f6Gt88Hb29jYH6Kmu3hgXQlhGDw11s7t6xt54dQgLsuiK+pmd3OYR8dr/Pwdd5A4N8vGGxoZ9AR5bv9+LL+M03Dyoffci0tp4T01k2NLUVL5MKomOFn/Tdr9Bxl3CkrxBhL6ZjrOnSXdN4BbLVDNzlNt9RJ3wERtlpgvytnMMRxhhaQm0a3JHNYG2TbbTELK46lkOdTipzR/lqgjT2Orl5Nnj+IO9CAOT/KEvpsmfz+aMoPb2si4vIcNLVFqZNgutfAET/JkNMPuaoXfCTdhSF+lPjbJxkiZaF8Ts9kC82aR3mKFX81GmC+NMVyI0xLSkNJvv534mmxpLpVKVzoE22U4fPjwlQ7BdhnsfK0tdr7WFjtfV6/XG6P6zeTrY5/6sdcsc+jOl24HVA094kESgk1qIz+zvgWX30O710CVZbyKg0b1w0gOGbfvQgw7d+k4/BEMzWB75xBbYwF+7e73sKnZyft//JdxSzKGqvKp+1v5xd5NbGnfxs3tt7ChH3rCDpqbsjzY30K8KYCuRBFCYKgyOxv87Lqxly2b+/nozevY4e/mnvYdbOu5iXvW9dEyodDiLpOQcmgSRLesJx1X2Nnexnsf7ESVK5SEF6M9SqEvga/FwURDhQG/zE83tvC/tn6En/ffyv9svZ1/s+lWYq45fnprLxtkiWJd4Ky5+PUb3Xzwng1U8ye5zesg23mY3iUX8ullUqk6LwzsJhiNUq2dx7O1k32pRtT4FmS3wW1bGnnoB9+lu9VHTZj41t3ETWmDsGy3NL8up9N56Y1sV40tW7Zc6RBsl8HO19pi52ttsfO1tryZfDl88huul4TgZn/spfs+baU0++hA9KVlH7lxIwDhhovvRwjBrf3rVx7b0sP51BKqLCPLgvt+7mcBeH/PSgHv1iR2/fhWol4dfENI4pV1ky/2w/LQQbTk4YGhPk4lijgrgl3v3YLpd/B/y//Elt4YVu8AzpEA67raicZ07lrfilJz8f7ebn7v3Le5y3M74SGDobKJqikYTX6qrTm6d36CYm2O//b+23AoDqoP3UL51Dwgobl01rdFsUpZNqy7h5sdMZaKj7N3sYOpcI72oU2MjqZxVlV+Yvsv0fXRbr537NukzX4+vqWLYUXH2yLx8e0/Tepohe1ZCY/j7Ze812TRbE9usrYcOHDgupz5a62y87W2rOV89fa+/XFV15q1nK/r0TuVr9drxdbVC8W2y7nSMaBj8M3vr8njxyFfvMyLd0Uvuu7l/JKLsFul31SYS1lE10cw6ya/H34vqbZtzIZV7utY/9L2Pzl0Ky+eNYl6ZFqMEG0uHx5VQ7UKyPpKa2/zupX+4boSf+lxbpeOoZqoYYlQy8qXiK3rthDWVvqZx++6j5tn3dTqdTTNwZbm9SRTFh7NjUNT8OpeZNdmhBAEOweRd7bia+iiZ2aOmNNE6G9/DHRxLRaY27Zts/bv33+lw7DZbDabzWZb08pWFU2o1E2LchUM7ZUFfs0yUcSF3r6WZZEtgtcQjOWX0E0fJoKIZCKpMpLj9VveT56Z4uDREQIdu3lg68o2yeQygUDopW32Jo4D0OZrxhAa3z7+DR7ofQCv08t0YhpVVon6oiT+7o9R7uvGHboVIeuUcmXy5QSRSNMBy7K2vdX/i2uyT7M9ucnacvDgwSsdgu0y2PlaW+x8rS12vtaW6yFfmlhpHZYl8ZqCGXhFwQwrrdxeY2W7dleYmEelwaOguBwXLZgBXIaGoTvZ0HZhfy8vmAG2BQbZGhggJvvxSDof3fBRvM6V2SKbgk1EfSut574P/gxOTz9Cdq5MeONxYvje/pBz12RL88aNG62jR49e6TBsb5JpmkjSNfn97Zpk52ttWcv5mpmZAa6vsYvXcr6uR3a+3jnJVI5Dx0e5Y/eGH8n+K1YRTTLsluZXy2azVzoE22U4ffr0lQ7BdhnsfK0tazlfZ86c4cyZM1c6jHfVWs7X9cjO1zsn4Hf/yApmAJXXTsV+ua7JollV3/6wIrZ3T0dHx5UOwXYZ7HytLXa+1hY7X2uLna+1Qwh7nObXVavVrnQItsvww59gbWuDna+1xc7X2mLna22x83V9uSaLZll+4zERbVeXYDB4pUOwXQY7X2uLna+1xc7X2mLn6/pyTRbNpvn2x+KzvXvs0U7WFjtfa4udr7XFztfaYufr+nJNFs22tcW+8nhtsfO1ttj5WlvsfK0tdr6uL9dktl9vZh3b1cu+cHNtsfO1ttj5WlvsfK0tdr6uL9fkOM1CiCwwfKXjsL1pYWDpSgdhe9PsfK0tdr7WFjtfa4udr7Wlz7Isz1t98MUnJV/bht/O4NW2d5cQYr+dr7XDztfaYudrbbHztbbY+VpbhBD7387jr8nuGTabzWaz2Ww22zvJLpptNpvNZrPZbLZLuFaL5r+80gHYLoudr7XFztfaYudrbbHztbbY+Vpb3la+rskLAW02m81ms9lstnfStdrSbLPZbDabzWazvWOuuaJZCHGvEGJYCHFOCPFbVzoe22sJIcaEEMeEEId/eCWrECIohHhUCHF29d/AlY7zeiWE+IwQYkEIcfxly143P2LFH62eb0eFEFuuXOTXn4vk6veEENOr59dhIcT9L1v326u5GhZC3HNlor5+CSFahBBPCiFOCiFOCCF+bXW5fX5dhd4gX/Y5dhUSQjiFEHuFEEdW8/X7q8s7hBAvrublS0IIx+pybfX+udX17Zd6jmuqaBZCyMCfAvcBg8DHhBCDVzYq20XcblnWppcN1fNbwOOWZfUAj6/et10Zfwfc+6plF8vPfUDP6t8vAp9+l2K0rfg7XpsrgP+zen5tsizruwCr74UfBdatPubPVt8zbe+eGvCvLcsaBHYBv7yaF/v8ujpdLF9gn2NXozJwh2VZQ8Am4F4hxC7gv7OSr24gCXxydftPAsnV5f9ndbs3dE0VzcAO4JxlWecty6oAXwQeusIx2d6ch4C/X73998D7r1wo1zfLsp4GEq9afLH8PAT8g7XiBcAvhGh4VwK1XSxXF/MQ8EXLssqWZY0C51h5z7S9SyzLmrUs6+Dq7SxwCmjCPr+uSm+Qr4uxz7EraPU8ya3eVVf/LOAO4Kury199fv3wvPsqcKe4xJTS11rR3ARMvuz+FG98gNuuDAt4RAhxQAjxi6vLYpZlza7engNiVyY020VcLD/2OXd1+pXVn/M/87KuTnauriKrPwVvBl7EPr+ueq/KF9jn2FVJCCELIQ4DC8CjwAiQsiyrtrrJy3PyUr5W16eB0Bvt/1ormm1rw27Lsraw8tPjLwshbnn5SmtlSBd7WJerlJ2fq96ngS5Wfp6cBf7gikZjew0hhBv4GvDrlmVlXr7OPr+uPq+TL/scu0pZllW3LGsT0MxKK3//O7n/a61ongZaXna/eXWZ7SpiWdb06r8LwNdZObDnf/iz4+q/C1cuQtvruFh+7HPuKmNZ1vzqB4cJ/BUXfh62c3UVEEKorBRgn7Ms659WF9vn11Xq9fJln2NXP8uyUsCTwA2sdGtSVle9PCcv5Wt1vQ9YfqP9XmtF8z6gZ/VKSQcrHfK/eYVjsr2MEMIlhPD88DZwN3CclTz99OpmPw3885WJ0HYRF8vPN4GfWr3KfxeQftnPzLYr4FV9Xj/AyvkFK7n66OoV4x2sXFy2992O73q22l/yb4BTlmX975etss+vq9DF8mWfY1cnIURECOFfva0D72GlH/qTwAdXN3v1+fXD8+6DwBPWJSYvUd5o5VpjWVZNCPErwPcBGfiMZVknrnBYtleKAV9f7WuvAJ+3LOthIcQ+4MtCiE8C48CHr2CM1zUhxBeA24CwEGIK+F3gv/H6+fkucD8rF7wUgJ991wO+jl0kV7cJITax8hP/GPApAMuyTgghvgycZGVUgF+2LKt+BcK+nt0EfAI4ttrvEuA/YJ9fV6uL5etj9jl2VWoA/n51xBIJ+LJlWd8WQpwEviiE+M/AIVa+CLH67z8KIc6xckH1Ry/1BPaMgDabzWaz2Ww22yVca90zbDabzWaz2Wy2d5xdNNtsNpvNZrPZbJdgF802m81ms9lsNtsl2EWzzWaz2Ww2m812CXbRbLPZbDabzWazXYJdNNtsNts7SAhRF0Icftlf+5WO6Z0ihNgshPib1ds/I4T4k1etf0oIse0NHv9FIUTPjzpOm81m+1G4psZpttlstqtAcXUa19dYnSxBrM4kthb9B+A/v43Hfxr4d8AvvDPh2Gw227vHbmm22Wy2HyEhRLsQYlgI8Q+szBzWIoT4t0KIfUKIo0KI33/Ztr8jhDgjhHhWCPEFIcS/WV3+UguuECIshBhbvS0LIf7ny/b1qdXlt60+5qtCiNNCiM+tFuwIIbYLIZ4XQhwRQuwVQniEEE+vTtbwwzieFUIMvep1eICNlmUdeROv+X0va2kfFkKMrq56BrjrZVPa2mw225phv3HZbDbbO0t/2exho8BvsDKd7k9blvWCEOLu1fs7AAF8UwhxC5BnZUaqTay8Nx8EDlziuT7JytTK24UQGvCcEOKR1XWbgXXADPAccJMQYi/wJeAjlmXtE0J4gSIrM2P9DPDrQohewPk6xfE2LkwX/EMfEULsftn9bgDLsr7JyhS1rM6Q9oPV5ebq7FtDb+K12Ww221XFLpptNpvtnfWK7hmrfZrHLct6YXXR3at/h1bvu1kpoj3A1y3LKqw+7ptv4rnuBjYKIT64et+3uq8KsNeyrKnVfR0G2oE0MGtZ1j4Ay7Iyq+u/Avy/Qoh/C/wc8Hev81wNwOKrln3JsqxfedlrferlK4UQ/46V/48/fdniBaARu2i22WxrjF0022w2249e/mW3BfBfLcv6i5dvIIT49Td4fI0L3emcr9rXr1qW9f1X7es2oPyyRXXe4P3esqyCEOJR4CHgw8DW19ms+KrnfkNCiLuADwG3vGqVc3VfNpvNtqbYfZptNpvt3fV94OeEEG4AIUSTECIKPA28Xwihr/Yffu/LHjPGhUL2g6/a178UQqir++oVQrje4LmHgQYhxPbV7T0v61/818AfAfssy0q+zmNPsdr94lKEEG3AnwIfsizr1QVyL6/t5mGz2WxXPbul2Waz2d5FlmU9IoQYAPasXpuXA37SsqyDQogvAUdY6cKw72UP+1/Al4UQvwh852XL/5qVbhcHVy/0WwTe/wbPXRFCfAT4YyGEzkqL711AzrKsA0KIDPC3F3nsaSGETwjhsSwre4mX+TNACPjG6mucsSzrfiFEjJXuGnOXeLzNZrNddYRlWVc6BpvNZrO9ihDi91gpZv/Xu/R8jcBTQP/FhsQTQvwGkLUs66/f4nP8BpCxLOtv3nKgNpvNdoXY3TNsNpvtOieE+CngReB3LjGG9Kd5ZV/py5UC/v5tPN5ms9muGLul2Waz2Ww2m81muwS7pdlms9lsNpvNZrsEu2i22Ww2m81ms9kuwS6abTabzWaz2Wy2S7CLZpvNZrPZbDab7RLsotlms9lsNpvNZrsEu2i22Ww2m81ms9ku4f8HkRQwL3dTgAQAAAAASUVORK5CYII=\n",
"text/plain": [
"<MNELineFigure size 720x612 with 6 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# plot Power Spectral Density\n",
"raw.plot_psd() # you can use fmax=50 to limit the freq, because data low-pass in 40 Hz\n",
"plt.close()\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Hilbert Transform\n",
"\n",
"Alternative method for extracting time frequency (magnitude or phase spectrum) from EGG"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"float64\n",
"Reading 0 ... 30031 = 0.000 ... 50.000 secs...\n",
"complex128\n"
]
}
],
"source": [
"raw_copy = raw.copy()\n",
"print(raw_copy.get_data().dtype)\n",
"hilbert_raw = raw_copy.load_data().apply_hilbert() # have to do load_data to bring data into memory before apply hilbert\n",
"print(hilbert_raw.get_data().dtype)\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Events and Annotations\n",
"Both the Events and Annotations data structures serve the same purpose: they provide a mapping between times during an EEG/MEG recording and a description of what happened at those times. "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### STIM channel\n",
"Stimulus channel is a channel that does not receive signals from an EEG, MEG, or other sensor. Instead, STIM channels record voltages that are time-locked to experimental events, such as the onset of a stimulus or a button-press response."
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Removing projector <Projection | PCA-v1, active : False, n_channels : 102>\n",
"Removing projector <Projection | PCA-v2, active : False, n_channels : 102>\n",
"Removing projector <Projection | PCA-v3, active : False, n_channels : 102>\n",
"Opening raw-browser...\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<MNEBrowseFigure size 576x576 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# plot STIM channels\n",
"raw_copy_2 = raw.copy()\n",
"raw_copy_2.pick_types(stim=True).plot()\n",
"plt.close()\n"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"71 events found\n",
"Event IDs: [ 1 2 3 4 5 32]\n",
"[[27977 0 2]\n",
" [28345 0 3]\n",
" [28771 0 1]\n",
" [29219 0 4]\n",
" [29652 0 2]\n",
" [30025 0 3]\n",
" [30450 0 1]\n",
" [30839 0 4]\n",
" [31240 0 2]\n",
" [31665 0 3]\n",
" [32101 0 1]\n",
" [32519 0 4]\n",
" [32935 0 2]\n",
" [33325 0 3]\n",
" [33712 0 1]\n",
" [34089 0 5]\n",
" [34532 0 2]\n",
" [34649 0 32]\n",
" [34956 0 3]\n",
" [35428 0 1]\n",
" [35850 0 4]\n",
" [36211 0 2]\n",
" [36576 0 3]\n",
" [37007 0 1]\n",
" [37460 0 4]\n",
" [37910 0 2]\n",
" [38326 0 3]\n",
" [38711 0 1]\n",
" [39130 0 4]\n",
" [39563 0 2]\n",
" [39926 0 3]\n",
" [40405 0 1]\n",
" [40880 0 4]\n",
" [41260 0 2]\n",
" [41646 0 3]\n",
" [42126 0 1]\n",
" [42598 0 5]\n",
" [42938 0 32]\n",
" [42960 0 2]\n",
" [43346 0 3]\n",
" [43781 0 1]\n",
" [44170 0 4]\n",
" [44649 0 2]\n",
" [45115 0 3]\n",
" [45486 0 1]\n",
" [45860 0 4]\n",
" [46240 0 2]\n",
" [46686 0 3]\n",
" [47095 0 1]\n",
" [47530 0 4]\n",
" [47895 0 2]\n",
" [48287 0 3]\n",
" [48722 0 1]\n",
" [49101 0 4]\n",
" [49469 0 2]\n",
" [49897 0 3]\n",
" [50269 0 1]\n",
" [50682 0 4]\n",
" [51046 0 2]\n",
" [51437 0 5]\n",
" [51803 0 32]\n",
" [51881 0 1]\n",
" [52252 0 4]\n",
" [52675 0 2]\n",
" [53118 0 3]\n",
" [53494 0 1]\n",
" [53912 0 4]\n",
" [54320 0 2]\n",
" [54699 0 3]\n",
" [55100 0 1]\n",
" [55463 0 4]]\n"
]
}
],
"source": [
"# Convert STIM channel signal to an Event Array\n",
"stim_event = mne.find_events(raw_copy_2, stim_channel='STI 014')\n",
"print(stim_event) # for information about event ID check the dataset description\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Montages\n",
"Montages contain sensor positions in 3D in meters.\n",
"They automatically stored in the info attribute of the Raw object upon loading"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['EGI_256.csd', 'GSN-HydroCel-128.sfp', 'GSN-HydroCel-129.sfp', 'GSN-HydroCel-256.sfp', 'GSN-HydroCel-257.sfp', 'GSN-HydroCel-32.sfp', 'GSN-HydroCel-64_1.0.sfp', 'GSN-HydroCel-65_1.0.sfp', 'artinis-brite23.elc', 'artinis-octamon.elc', 'biosemi128.txt', 'biosemi16.txt', 'biosemi160.txt', 'biosemi256.txt', 'biosemi32.txt', 'biosemi64.txt', 'easycap-M1.txt', 'easycap-M10.txt', 'mgh60.elc', 'mgh70.elc', 'standard_1005.elc', 'standard_1020.elc', 'standard_alphabetic.elc', 'standard_postfixed.elc', 'standard_prefixed.elc', 'standard_primed.elc']\n"
]
}
],
"source": [
"montage_dir = os.path.join(os.path.dirname(mne.__file__), 'channels', 'data', 'montages')\n",
"print(sorted(os.listdir(montage_dir)))\n"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"4 duplicate electrode labels found:\n",
"T7/T3, T8/T4, P7/T5, P8/T6\n",
"Plotting 90 unique labels.\n",
"Creating RawArray with float64 data, n_channels=90, n_times=1\n",
" Range : 0 ... 0 = 0.000 ... 0.000 secs\n",
"Ready.\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x432 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# to load one of montage file\n",
"ten_twnety_montage = mne.channels.make_standard_montage('standard_1020')\n",
"ten_twnety_montage.plot(kind='topomap') # show_names=False to hide names\n",
"plt.close()\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Extract data from Raw objects\n",
"If you only want the data (not the corresponding array of times), Raw objects have a get_data().\n",
"\n",
"If you want the array of times, get_data() has an optional return_times parameter.\n"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"1801 3603\n"
]
}
],
"source": [
"# extract using index\n",
"sampling_freq = raw.info['sfreq']\n",
"# set start and stop second\n",
"start_stop_seconds = np.array([3,6])\n",
"# from start and stop second get start and stop index\n",
"start_sample = int(start_stop_seconds[0] * sampling_freq)\n",
"stop_sample = int(start_stop_seconds[1] * sampling_freq)\n",
"print(start_sample, stop_sample)\n"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"(array([[-9.64355481e-13, -1.92871096e-12, -9.64355481e-13, ...,\n",
" 9.64355481e-13, -1.92871096e-12, -1.92871096e-12]]), array([2.99859316, 3.00025812, 3.00192308, ..., 5.99385639, 5.99552135,\n",
" 5.99718631]))\n"
]
}
],
"source": [
"# get the data using start and stop index\n",
"channel_index = 0\n",
"raw_selection = raw[channel_index, start_sample:stop_sample]\n",
"print(raw_selection)\n"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2\n",
"(1, 1802)\n",
"(1802,)\n"
]
}
],
"source": [
"# the output is two arrays, data and time\n",
"print(len(raw_selection))\n",
"print(raw_selection[0].shape)\n",
"print(raw_selection[1].shape)\n"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[<matplotlib.lines.Line2D at 0x7fe2411d5320>]"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.plot(raw_selection[1], raw_selection[0].T)\n"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.legend.Legend at 0x7fe262246390>"
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# extracting channels by name\n",
"raw_copy_3 = raw.copy()\n",
"channel_names = ['MEG 0712', 'MEG 1022']\n",
"two_meg_chans = raw_copy_3[channel_names, start_sample:stop_sample]\n",
"y_offset = np.array([5e-11, 0])\n",
"lines = plt.plot(two_meg_chans[1], two_meg_chans[0].T + y_offset) #y_offset just to separate two signals\n",
"plt.legend(lines, channel_names)\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Artifacts\n",
"\n",
"Artifacts are parts of the recorded signal that arise from sources other than the brain signals.\n",
"Artifacts are a form of interference or noise relative to the signal of interest: __Environmental artifacts, Instrumentation artifacts, and Biological artifacts__.\n"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<table class=\"table table-hover table-striped table-sm table-responsive small\">\n",
" <tr>\n",
" <th>Measurement date</th>\n",
" \n",
" <td>December 03, 2002 19:01:10 GMT</td>\n",
" \n",
" </tr>\n",
" <tr>\n",
" <th>Experimenter</th>\n",
" \n",
" <td>MEG</td>\n",
" \n",
" </tr>\n",
" <th>Participant</th>\n",
" \n",
" <td>Unknown</td>\n",
" \n",
" </tr>\n",
" <tr>\n",
" <th>Digitized points</th>\n",
" \n",
" <td>0 points</td>\n",
" \n",
" </tr>\n",
" <tr>\n",
" <th>Good channels</th>\n",
" <td>204 Gradiometers, 102 Magnetometers, 9 Stimulus, 60 EEG, 1 EOG</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Bad channels</th>\n",
" <td>MEG 2443, EEG 053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>EOG channels</th>\n",
" <td>EOG 061</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ECG channels</th>\n",
" <td>Not available</td>\n",
" \n",
" <tr>\n",
" <th>Sampling frequency</th>\n",
" <td>600.61 Hz</td>\n",
" </tr>\n",
" \n",
" \n",
" <tr>\n",
" <th>Highpass</th>\n",
" <td>0.10 Hz</td>\n",
" </tr>\n",
" \n",
" \n",
" <tr>\n",
" <th>Lowpass</th>\n",
" <td>172.18 Hz</td>\n",
" </tr>\n",
" \n",
" \n",
" \n",
" <tr>\n",
" <th>Filenames</th>\n",
" <td>sample_audvis_raw.fif</td>\n",
" </tr>\n",
" \n",
" <tr>\n",
" <th>Duration</th>\n",
" <td>00:00:50 (HH:MM:SS)</td>\n",
" </tr>\n",
"</table>"
],
"text/plain": [
"<Raw | sample_audvis_raw.fif, 376 x 30032 (50.0 s), ~3.3 MB, data not loaded>"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# artifacts detection\n",
"raw_copy_4 = raw.copy()\n",
"# get copy of projectors into a variable and remove them\n",
"ssp_projectors = raw_copy_4.info['projs']\n",
"raw_copy_4.del_proj()\n"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Opening raw-browser...\n"
]
},
{
"data": {
"image/png": 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could you show more about the cca example using real eeg data, plz

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