{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# 11_PLS_find_metagene"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"import scanpy as sc\n",
"import pandas as pd\n",
"import matplotlib.pyplot as plt\n",
"import seaborn as sns\n",
"from sklearn.preprocessing import StandardScaler\n",
"import matplotlib.colors as clr\n",
"color_self = clr.LinearSegmentedColormap.from_list('pink_green', ['#3AB370',\"#EAE7CC\",\"#FD1593\"], N=256)\n",
"import matplotlib as mpl\n",
"mpl.rcParams['pdf.fonttype'] = 42\n",
"mpl.rcParams['ps.fonttype'] = 42\n",
"from sklearn.cross_decomposition import PLSRegression\n",
"import numpy as np\n",
"\n",
"import warnings\n",
"warnings.filterwarnings(\"ignore\")"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"cluster_colors=['#4b6aa8','#3ca0cf','#c376a7','#ad98c3','#408444',\n",
" '#53738c','#a25087','#a78982','#a9c2cb','#92699e',\n",
" '#d69971','#df5734','#6c408e','#ac6894','#d4c2db',\n",
" '#537eb7','#83ab8e','#ece399','#405993','#cc7f73',\n",
" '#b95055','#d5bb72','#bc9a7f','#e0cfda','#d8a0c0',\n",
" '#e6b884','#b05545','#d69a55','#64a776','#cbdaa9',\n",
" '#efd2c9','#da6f6d','#ebb1a4','#a44e89','#8c564b',\n",
" '#b85292','#6d6fa0','#8d689d','#c8c7e1','#d25774',\n",
" '#c49abc','#a5a9b0','#927c9a','#9f8d89','#72567a',\n",
" '#63a3b8','#c4daec','#61bada','#b7deea','#e29eaf',\n",
" '#4490c4','#e6e2a3','#de8b36','#c4612f','#9a70a8',\n",
" '#76a2be','#cea5c7','#c6adb0','#9d3b62','#2d3462', \n",
" '#FF420E','#FFBB00']"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"AnnData object with n_obs × n_vars = 250535 × 1122\n",
" obs: 'x_section_mean', 'x', 'y', 'z', 'section', 'NT_index', 'Cells_id', 'clusters', 'region'\n",
" var: 'gene_identifier', 'name', 'mapped_ncbi_identifier'\n",
" uns: 'clusters_colors', 'log1p', 'louvain', 'neighbors', 'umap'\n",
" obsm: 'GATE_feature_add', 'GATE_feature_con', 'GATE_feature_spa', 'X_umap'\n",
" obsp: 'connectivities', 'distances'"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"path = './results/mouse_1/2024_04_08_20_10_00GATE_2encoder_cat_feature_decoder_skip_connect_bn/'\n",
"adata = sc.read_h5ad(path + 'feature_add_weight1/Clusters_res0.75/adata_cluster_feature.h5ad')\n",
"allen_region = pd.read_csv('/mnt/Data16Tc/home/haichao/code/SpaCon/ST_NT_cluster/SpaCon_apply_zxw/data/mouse_1/allen_region.csv')\n",
"adata.obs['region'] = allen_region['region'].to_list()\n",
"adata"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"adata.obsm['spatial'] = adata.obs[['z', 'y']].values"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"### PLS"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"#### th gene"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"adata = adata[adata.obs['z'] < 56]"
]
},
{
"cell_type": "code",
"execution_count": 126,
"metadata": {},
"outputs": [],
"source": [
"cluster = '11'\n",
"sec = 'Zhuang-ABCA-1.093'"
]
},
{
"cell_type": "code",
"execution_count": 127,
"metadata": {},
"outputs": [],
"source": [
"th_regions = ['AD', 'AMd', 'AMv', 'AV', 'CL', 'CM', 'IAD', 'IAM', 'IGL', 'IMD', 'LD', 'LGv', 'LH', 'LP', 'MD', 'MGd', 'MGm', 'MGv', 'MH', 'PCN', 'PF', 'PIL', 'PO', 'POL',\n",
" 'PP', 'PR', 'PT', 'PVT', 'PoT', 'RE', 'RH', 'RT', 'SGN', 'SMT', 'SPA', 'SPFm', 'SPFp', 'VAL', 'VM', 'VPL', 'VPLpc', 'VPM', 'VPMpc', 'Xi']\n",
"adata.obs['th_cluster'] = adata.obs['clusters'].astype(str)\n",
"adata.obs.loc[~(adata.obs['region'].isin(th_regions)), 'th_cluster'] = '-1'\n",
"# adata.obs"
]
},
{
"cell_type": "code",
"execution_count": 128,
"metadata": {},
"outputs": [],
"source": [
"# 2. Prepare data\n",
"X = adata.X.A # Gene expression matrix\n",
"y = adata.obs['th_cluster'].values # Category\n",
"\n",
"# Convert the category label to a dual classification problem.\n",
"y_binary = np.where(y == cluster, 1, 0)\n",
"\n",
"# 4. Create a PLS model\n",
"pls = PLSRegression(n_components=10)\n",
"pls.fit(X, y_binary)\n",
"\n",
"# 5. Analytical results\n",
"coefficients = pls.coef_.flatten()\n",
"# coefficients = np.abs(pls.coef_.ravel())\n",
"\n",
"gene_names = adata.var_names\n",
"th_gene_importance = pd.DataFrame({\n",
" 'Gene': gene_names,\n",
" 'Coefficient': coefficients,\n",
" 'Importance': np.abs(coefficients)\n",
"})"
]
},
{
"cell_type": "code",
"execution_count": 129,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" Gene | \n",
" Coefficient | \n",
" Importance | \n",
"
\n",
" \n",
" \n",
" \n",
" | 566 | \n",
" Gbx2 | \n",
" 0.003416 | \n",
" 0.003416 | \n",
"
\n",
" \n",
" | 1002 | \n",
" Tnnt1 | \n",
" 0.002547 | \n",
" 0.002547 | \n",
"
\n",
" \n",
" | 316 | \n",
" Rgs16 | \n",
" 0.002258 | \n",
" 0.002258 | \n",
"
\n",
" \n",
" | 72 | \n",
" Grid2ip | \n",
" 0.002062 | \n",
" 0.002062 | \n",
"
\n",
" \n",
" | 318 | \n",
" Cnih3 | \n",
" -0.001923 | \n",
" 0.001923 | \n",
"
\n",
" \n",
" | 1079 | \n",
" Abhd12b | \n",
" -0.001762 | \n",
" 0.001762 | \n",
"
\n",
" \n",
" | 73 | \n",
" Vipr2 | \n",
" 0.001742 | \n",
" 0.001742 | \n",
"
\n",
" \n",
" | 1007 | \n",
" Plekhd1 | \n",
" 0.001628 | \n",
" 0.001628 | \n",
"
\n",
" \n",
" | 199 | \n",
" Prkcd | \n",
" 0.001527 | \n",
" 0.001527 | \n",
"
\n",
" \n",
" | 495 | \n",
" Cbln1 | \n",
" -0.001472 | \n",
" 0.001472 | \n",
"
\n",
" \n",
" | 699 | \n",
" Tox | \n",
" 0.001430 | \n",
" 0.001430 | \n",
"
\n",
" \n",
" | 720 | \n",
" Pkp2 | \n",
" 0.001408 | \n",
" 0.001408 | \n",
"
\n",
" \n",
" | 36 | \n",
" Calb2 | \n",
" 0.001397 | \n",
" 0.001397 | \n",
"
\n",
" \n",
" | 388 | \n",
" Calb1 | \n",
" 0.001376 | \n",
" 0.001376 | \n",
"
\n",
" \n",
" | 694 | \n",
" Ramp3 | \n",
" 0.001354 | \n",
" 0.001354 | \n",
"
\n",
" \n",
" | 1016 | \n",
" Sp9 | \n",
" 0.001315 | \n",
" 0.001315 | \n",
"
\n",
" \n",
" | 459 | \n",
" Rab38 | \n",
" 0.001273 | \n",
" 0.001273 | \n",
"
\n",
" \n",
" | 3 | \n",
" Glra1 | \n",
" -0.001234 | \n",
" 0.001234 | \n",
"
\n",
" \n",
" | 21 | \n",
" Grik3 | \n",
" 0.001228 | \n",
" 0.001228 | \n",
"
\n",
" \n",
" | 800 | \n",
" Arsj | \n",
" 0.001199 | \n",
" 0.001199 | \n",
"
\n",
" \n",
" | 922 | \n",
" Nell1 | \n",
" 0.001121 | \n",
" 0.001121 | \n",
"
\n",
" \n",
" | 220 | \n",
" Endou | \n",
" 0.001112 | \n",
" 0.001112 | \n",
"
\n",
" \n",
" | 252 | \n",
" Galnt14 | \n",
" -0.001100 | \n",
" 0.001100 | \n",
"
\n",
" \n",
" | 1084 | \n",
" Tcerg1l | \n",
" 0.001084 | \n",
" 0.001084 | \n",
"
\n",
" \n",
" | 727 | \n",
" Adora1 | \n",
" 0.001072 | \n",
" 0.001072 | \n",
"
\n",
" \n",
" | 414 | \n",
" Ptpru | \n",
" 0.001062 | \n",
" 0.001062 | \n",
"
\n",
" \n",
" | 676 | \n",
" Ldb2 | \n",
" 0.001031 | \n",
" 0.001031 | \n",
"
\n",
" \n",
" | 60 | \n",
" Itih3 | \n",
" 0.001020 | \n",
" 0.001020 | \n",
"
\n",
" \n",
" | 505 | \n",
" Agt | \n",
" 0.001004 | \n",
" 0.001004 | \n",
"
\n",
" \n",
" | 871 | \n",
" Trhde | \n",
" 0.000991 | \n",
" 0.000991 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Gene Coefficient Importance\n",
"566 Gbx2 0.003416 0.003416\n",
"1002 Tnnt1 0.002547 0.002547\n",
"316 Rgs16 0.002258 0.002258\n",
"72 Grid2ip 0.002062 0.002062\n",
"318 Cnih3 -0.001923 0.001923\n",
"1079 Abhd12b -0.001762 0.001762\n",
"73 Vipr2 0.001742 0.001742\n",
"1007 Plekhd1 0.001628 0.001628\n",
"199 Prkcd 0.001527 0.001527\n",
"495 Cbln1 -0.001472 0.001472\n",
"699 Tox 0.001430 0.001430\n",
"720 Pkp2 0.001408 0.001408\n",
"36 Calb2 0.001397 0.001397\n",
"388 Calb1 0.001376 0.001376\n",
"694 Ramp3 0.001354 0.001354\n",
"1016 Sp9 0.001315 0.001315\n",
"459 Rab38 0.001273 0.001273\n",
"3 Glra1 -0.001234 0.001234\n",
"21 Grik3 0.001228 0.001228\n",
"800 Arsj 0.001199 0.001199\n",
"922 Nell1 0.001121 0.001121\n",
"220 Endou 0.001112 0.001112\n",
"252 Galnt14 -0.001100 0.001100\n",
"1084 Tcerg1l 0.001084 0.001084\n",
"727 Adora1 0.001072 0.001072\n",
"414 Ptpru 0.001062 0.001062\n",
"676 Ldb2 0.001031 0.001031\n",
"60 Itih3 0.001020 0.001020\n",
"505 Agt 0.001004 0.001004\n",
"871 Trhde 0.000991 0.000991"
]
},
"execution_count": 129,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# The average value and standard deviation of the importance of calculation\n",
"importance_mean = th_gene_importance['Importance'].mean()\n",
"importance_std = th_gene_importance['Importance'].std()\n",
"\n",
"# Selection importance is higher than the genetic gene\n",
"th_genes = th_gene_importance.sort_values(by='Importance', ascending=False).head(30)\n",
"# Sort by the importance of importance\n",
"th_genes = th_genes.sort_values('Importance', ascending=False)\n",
"# Only using the selected genes to re -calculate the weighted expression\n",
"X_selected = X[:, [list(gene_names).index(gene) for gene in th_genes['Gene']]]\n",
"coefficients_selected = th_genes['Coefficient'].values\n",
"weighted_expression = np.dot(X_selected, coefficients_selected)\n",
"# Add the weighted expression vector to the original data\n",
"scaler = StandardScaler()\n",
"adata.obs['th_Expression'] = scaler.fit_transform(weighted_expression.reshape(-1, 1))\n",
"# th_genes.to_csv(f'./th_ctx_cluster_gene/cluster{cluster}_th_gene.csv')\n",
"th_genes"
]
},
{
"cell_type": "code",
"execution_count": 109,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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i4mTyPn7YmAdZ55jjR4y602S7u0uQhGzmV1mwKiiSQs/rsN/bo+d32Cye5829701VUl6vPU01s8g7+2/S97sIBEIILi88xaJZxQ/6dIM+9dDm9598l63sMl9cewlFnJhlaSiKihO6tHrH6KmELGRMq4Bl5hFCcNA/IPS7qGlKH8H32ztIQuKru98bzSOjGPw/n/lfiII+smIgAM/vUipsEgY9nP4ekCJJCnpmBQWB3dshTRMkScXT8/zvD/4EXdb4hY1Po7YOkTULrVBBqBb9oEfDPkQIiaJZhiShaFVx/DZpmpACkhCYWh4khbbbxIs80jRGlTQWsyu07T06/b3hjAXFwiYFKY/jdbjZvYcT2azkVinrObr24aCYyqqSs2pIsoIqqQTdFux3iI9aSDkL48ImciGL73XwvSZCyKSKgZ/EVHLLRFGAE9ncbdxDkzXOlc+T0/I03Ab3GndJ0oQL5YtUM1W0M+mhfxnMg6xzzPERxJFd57/e/YPRivj7h+/w5fOfp2oU+d6TbxENqzoLRmmK3GGwCjRVi2eWXySOPJLYRwCakqFzdIs0iVCBFSHx/7j2S7h+m+PmaeFROb9BObeCJTSSjkdkD/TwQK2jb10FRUK2DxHDeeSALy5expc0TEnmG0fvklVMvrz2Crqaodc/IBzq8LlMDZEmOP3d0b+XJBFymtAfC2AmSYjud/i/X/nbRE4XqXkIpMS+jdfwobrC3ePTatWGfchTyy+BgHp3h2RYLCWExFr1BvX+AQ8ad0hJUWWNG0vPE6f+GLkDpHS62xRqz3Fgt3EiG0lIlI0inbG59Zw6iqyzWDxHGkb4dw+IW4N7FPsBju2hv3Qeu7s9dm5BoXyJ484jWr19JEnhcmmLvLWAIqsc9Q/55vY3RkfXnTovr77MWmEy9fLDwFyimWOOHyEedran5I7v7L1Jx2uPyB2g5TZZyNSm3l8cButkUuzOI5zeEzznGM8+Jh2rEk3TBCkOz5AcNLvbBKFH0G2NyB0gCX3cox3C0CY5Yx0g0gSvu8MNI8M/uvA5/teNl6lJ0OnuEEanRVM9+5Bohm6dptOyRJpEZCQZqVtnXG+XjCw7rQdTxzfsQzr9wxG5n1xjP+xxv3F7pImHccC7B29NVJ+OHx8lEY1h7CCvFwhnuEN27EOiOCBx3BG5n0BdXcA+c08lWadlH9Ls7ZGSEiche827uH6XJE2415yOi9yq357I5/+wMCf4Oeb4SyBNU4I4mMjO+LOQpDFRHFF3Grxz9C4ygs+svjLR+9OLfOIx4gJouXVyRp6N4jlUWSOvF3hx7RPkjYEu7LnNEXHKsk4Szgo0hlNjACkJQbc5NR7a3ZlkLCSFOAmIYp/YaxH5HXQti+O3Z5x7sLJW9BKSuYCiF+F9jLeEmPZWF0IaFSCNQ0LgBdPBZX8GkQexjzQjPiCEhCwpo4dkEAdIM7o1qbI2yMWfMW+hSFM7K1XP0x7L7jlB2z7JMJr+rqRpcjaO/KFgLtHMMcdfEHbQZ7uzzV53l4JR5GL5IkWzNHGMHwXIkowgpeO2eNJ+SJIm5K0qR/1j9u0DBIIXlp/jZv0ui5kKFaNEwSixnt0gr2YIk4jH9g5dr8MzSy9wrnIRWcioY2QURR66XkAgEUYehp4jCmxkPUuqZRCko6KcSQgkoaDmiqSWSSQLZCTSVgtZ0VAUC8OsIMs6CAYr3CTC1AvESYSEhBf2iWIfVZmRaSIUUnORt49v4oQOGS3LjdrTaHqBwO+i6AWQNTTFQFYMFCNH5PWQNXPgQROHrOQ3edB4b+K0ebOMSGPcMySvy6eGXoZikgxX6bKsUSqcoxPaBHGEqWiU9SK6YrJVukBOy5EkEaqaRYjGBGkvFM8hSwqJZaIsLZDKApE3SVs24WEb8+oCrnOIrGYH91tSqORWqPd2J86jyhqSkLhYuUiYhFiKRcNt4Mc+l6tX0JS/ugb/F8Wc4OeY4y+AMA54a/8tjod6cy/ocdg/4Ke2PktOz9Pz+9xvPeRe+yFlo8SN6iXeOzh1X+x4Lc6VLnLs1omTGEPW2Mgu0nDq6EJCN5dY7kLsHWPKCi8uXUfKF1AVFRWVJIkJIx9ZUhAITK2E2zogTWKMXAlJNVCLazzqPaHeeYAkJDZK56lVrmLbx5h6DkjR1SyqouNaBjePbhHGAQLBRnGLpdwqQpIIQxvXHaQk6noRw6hiiAL+0QFpFJMvr5MqKlmzykHjFidLUUXWiQS8uf/maIdjB33e3H2dT61/hkQvcL9xGyfoUzQrnK9eIbtwHj/q03MbJElMPrNIWbVISWk7dUwtQ04vkjfLkMZ4QR8VGVWoCFlBNfKs5TfJ6VmC0EFIMjmjBCi8Vb/L9pi+/tLSc1xRM7T6ezR7ewgh0HJrrC8+Qz+06QXOwNd+mLIpqQrSlVX22/fxwmOspTxLhXPomolQdVpuk3brPgCqrLNcvABhhBwDksAYtgjMaxku55cJQpf17FUMPY+QFPa7e6iyRk7P/bme+X9VzAl+jjn+ArADe0TuJwiTkK7XxVBMvrv/Jo86g8CbpZrszTCgavQPWMutoMkaDxr36A1XoxlJx9l+QBoMfF3SOMLf3SZv3QAdvKDPcWcb1+9g6gUWrRX6B/dH542b+5iVdfaDBvUTWSBNeNS8R8WsoCkq3TGiq1Su8N7R24RDDTgl5XH3IeX8Ekn/eEJH9/02llzBvj22ou62yZy7CIZJqbBBmiQgBgHgjtuakq/CJCRIfX548P3RCrftNri5/32eWn6e3bGHRN9rsFS5QtmqkEYert8lkhSSOI+uWVT1Gv3de8RRiJBkjBWdxewCj8cKv9r9A0rF8xPkDnCrcY8FzaLeGwSB0zSl3tslknX++6Ovjex/zxc2+czaKygCHtd/ODIsc4Iu242bnF9+gQgxIctESYgeSXiP94iG1+haTZJz53hyfHqOOAlJJJm39n8wihss55a5UXsW40OwF54T/Bxz/BlwQheJP6N5g4Bu0B+R+2BIvK/zoUCQUS12x44vylnSYLpoKPZcUl1l++iHI8/0MHLxetPHhnHAQW93ajxJgqkCIcfrEsQzgpBJjH9GV1cUk7AxXWDk7m6jZM5zeCYgms2tTh0Lg85PZ7VrL3Kx/R5nxegw9Dho3h9dc6u/j+212Shfp79zh3SYS54mMV6/xQGT8YQ0TXBmOGau55Zp2QeT87WqfO3Jdyd88B90HnO5fI6qlplwo4QBkYeRP7IvOEHJWCDY24Oxa4wdBz/oT5zDNCu8c/juxPdjv7fPemETQ12amvNfF3OCn2OOGXBDl/utR7xzfBNJkvj06issWoscja3iVUkdZGKcCZAe2EdcLm7SPeNmWMos8v2jm6zlVybGY5EMAnpnSlKErBCEzkRDjHQQxZyecBJjKAb2mawQMTynLGloRgmEQJFUJCFPkZcQYkDo4fg5xGCFfgaDsel5pHFAxarSGHuoLOfXUGQVVVKp5VZQZJWu16HpHL9v56OzTUCCyCWOPES5SiyBnArotECWiYJg0DbPKCFJCn2vhaXoaLLGZn4dRVLY6T4hTEIUzZysfJVUekEfRVK4VNwip2XYt4+puy0W9RyzIAD9jLWyLpskfnP42YgB0Qum7l3KwO3yLNxo+oH0QWBO8HPMMQMP29t8Z/+N0d///eEf8fMXv8RyuE4vsLEUgwWzQk7PEcYh54ub7PUPuVI6hywUDpw6VxefYaf9EEmS2SxdQFNMfja3iiYrVK0qURKxnlshApTFJfA8RC5DCsgxKKZFlHpkzTKGliWKfLpOHSljIUU+kpUf2OQmKZpicSlzjTtHN1nNryJJMl2vi6qaaFoBB8HN45tEScRipsa12nO8e/AGmqyzkl/DUi102cDIr9Fz6iBkiAPi0EavLhM2GwhFQdINEt/DWFpB1jIsly6QJjEp0HKOiEOXG7Vn6fhtul6HolGiaJZJSThXuchxd4coDsjoBa4vPYehGLQYGHkJBHESIssqlfz6RIl/u39ELw242btDNHSHvFS6RNbxWcitkUoSR709wjikmqmR03K8sPQsrx+8TRCHXClf4HJpi4ysce/wNDYikpjlzAJXyxe437jHYW+XRWuR9dwyupqhlFsjBuI0RpVURBKjqRayrGGoGbyhz4+XeJS3zpMQASkilfH299FVC0PLYRhFkjRBVyyKRon2mYd/Rv1w+rnOCX6On3g4oUtz2OWnoOWwVJMf1iezOBatBe62HvPdwx+QpOmgAvP8z1AwC6iyystLz+F4bTr9PZLYZyW7QtmqUjCK9LwWnf4hOaNI3qqiyTovr7yIbR/iuQ0kSUEpVmn1HfrOI2AQsFwTJSQhkyYxre4OiqyzUNzEjyNcU+WgfXt4rMbFxWcoaBmuVy7Ss/dJ04SKlkOTddCy3B5roXdkH6LIKi+sfZokdml3tul7DQK3iZ6pca/9CD/yyGhZLi08haLmyV55irDfIXZt9HIFpVAiDmyCzj7D5EhqhRVUo4immuiJRDnWSf0AWQ7x5Zj91mncwPY7pGnKucWnWas+hR90SdMUXcsiJI3jzuNRyzwhJJbKV3hr7/VRCmWSJtxu3ub5xefRNY2bY9e323lMKCl8dfubo7EfHN/EUHReqj3N5aWXCIcSlaYYmGaZrz362kg2OXKOCPZ9Xtv4NPv2MUdjWvu1xRtI0sAYrVrYIEkTVFlDEwr943tjaaaC7OYWQjGQtBx3huZkkpC4vHCDm8fv0R/GYM6XLozSXz9ozAl+jp9o2KHD17e/zZOx4pUvn/sZlDN51Cu5Ff7oyanhlh8H/N6Dr/K/Xf8lCnqONA5odB6NXm/2djBUi8Pek5Fe6/hd7CTmXmeHbtDjSnGTspYnDXt4QY/+mElXFPvYbouufTgioyj2qbcfsVC6xEHzztixAQ/rN7lYvUp3rIo0CHr0nSPq7qReDLDf3eVy+SL19qmGrhoFbh58f0R0dtDn5sFbvLD8Ku7+Y2JnsFoNu22ErtB3djnVz1Oczi5FPU/k2nQfvDvSyhES8dry1BycoEsQubTb90b6vOe3UPTiRD/UNE1wQ3tmfnyiyLTtyZhERs9xp/Vw6tgfHN3kevkSaRpy2Bpo/Iqso5qLUzGTtt+h53cnyB3g9vFNFqwKD4/eGdUZWHqBFb1ypoYgxXOOEeoSj5p3T+ebJtw9fpcXV17GTwJUSSOrZT+0xiBzgp/jJxoNpzlB7gB/8uRbfGL5Rf5o++ujsbM6O4AX+/RDh4Keo93fn3rdj72JYJyVrfEHj78+Iqp9+4iXFm9wQc/hzqioTElH5H4CSZJxwuljATx/mshdr4U5Y/uvKTpxMllJGSbxFNEFsU/iuyNyP0GSDqSIs0jiiKjTOSV3gDRFSqaPFUIiiSeDr7Kk485wyzxR6iUhUbSqg76wTgNV1qZ6uCZJjD7D50WVFQQx22NWxFHsI6fTn61AzCwUy2hZmv39iddkIRGH0xW8SezPrOxN0piEhIXM4tRrHzTmBD/HxxZxmkz0B02SmCgOEEKgKoOUtN4Zr3QYNGrI61m+dP7z3G7cRZFUKmcKmkzFgBTME4dG1aIoacRJRN9rkpIiAFPLUrQWEAhCIWMqOkEScS63SpTGvNO4w+b6p9DR6NPC0gsIIXD8zoRbo65mAIEf9tFlY0B0RhVZkmm5dUjTkVvkWSxmF3nSfgxC4Ayv99riDRRpkgTf19Z2RtGuSGcHR2VZxQ/OklqKFkuosk441uJvqbBFcIbMo9jFMipTWSoiTbi8cING0OfN41tEScTzC9cQQqGaXUIgUIer4Lp9xKXCBrdaDyZSNj+x/AJJHHD2waQJgaVaE5k3F8sXyGjTD8aCUcD2J+0LnKCHlF8Af/LBq1kVJHk69XEw1w+/yAnmBD/HxxBNr82d5gMedXc5X1jnUukcGVmj3nlEf6h5Vwtb5KwFSnoBWcg8u3CNrGoigF7oYqkmVavCWm6Q8WKHLldK52h5HV5bfgYtTTAUg4ysEgc++VDDb7YRikKhfJ5jbx9LyxPFIcedQU68JCR+bvMzpEmAHPRJETxXvogiJFRZoVo8R9M+IE0Tirk1dDVLObeGpuiEQ722nFtCU7Jczl0lOjqCJKJU3kQu5NE1gyDoo8g6QeTgBwN3R0XWeH7xOmHsoagZJFnH0nOkScJC4Txh5NLzGkhpxFJulYJeQAx19RhQDAshK6RxjFwqgWUSpZAtbBAmASfrfl01kRQdvVBFEgqSqoGAoNtCMgxq2vogzTD2yegFskaZKLRJ4gBLL0KSkkoCFJ1Mbp1eaKNJCqakUMzWeGLX+f3Hfzr6nP/nzrdQZZWL+WX67vFQ1hEs5tcpmxV++dLPcuw0SNKUilmilqkSzkif7Pf3+cz6p3AjjzAJMWSDvJFHlVSeqj1Dwz4mq2XoBX1W85tEYR9JCAY5MYI4TUhkFT2/QkhMmMaDNopGEV1SuFp7ZtDaj4FEYygmmqTS6h/SsA/QFZNydomM/sG73c4Jfo6PFfqBze/d+580hyvAffuIftDnSqaM7Q7ypQedee6hKgZls8SXz32OvcYdWu5AyzXVLBIpSRwRhn18t4ks63xu9SWS2KfRukcABIDntiilBbz6UKIJfeJdm5WtK8QCGmPFNkLIaEmE5xxzIgqIyCFTPEeQpuzUT4t1nKDHRvUaWaNIs3Wqt/t+m4p1geDxo9FYsr+HpugIRUcNIeo30PUsxdI1kGWO6jfHTLqOKRW2IDbx+4d4vWOEJFHNrSDpGVS5NxFLyFpVhKqSv3gdO+zzuPeIfn8bRVK5mnmG/c6ku+Pm4tMoqk7U7xH7LgiBuXGeg/42QegMOiVJKsdOA62qY2o5Us/BawxiB0LR2ddlvrN/mumynF3ip3MrfP/o9P6cwA0dtuvvjWn2KUfdbSQty3+7/xW84Y5BlVT+7qWfpWLkWc5fQI4SRJKSKBKRIuj6be4e3yJOY0pmmeu1ZzBVk6pZJvTauG6TslHCUnUSSWKv/h4nOwFZUslXrtKMW9w7vjncvQkuL94gp+d5VL81yrNXZY1rSy9S7++xN1ZDUO/tcWXlRSxtdmrmXxVzgp/jY4WG1x6R+wkqRmFE7uOw3RbVQo6ec0w4pke7YZ+2XaegmvTHCpJ0s0LXP5PephfxdieLZwDifo8wP+kFU7CqBGfeD+B5bewZueZ9t0UqTV6Lqmbw60dTxyZpTOfgzshRMnQ7RKGLVqpNODAC9O1jpDDE6w3OkyYxTucJmYVLNDqTFbh9p04hU0PVLR42H+IMdxKaotN1jqfcHR2njXzcHpD7YJA49AiGK+ckjUnigT7vBj0MycDrjFWEWjm+t/utiTns9w/o+L2ZElJByxDYk5KJoWZ4t3F3RO4wqKZ94+Btvrj2ScRhg9A9leaS81vcOnp39HfLbfLe4TvcWHqGB4dvj+oFum4dTdaIosmOU3ES4kYud49Pz5GSctB9Qk/LTBRRhXGAG/Y4aD+amHOSxvTc1gdO8HM3yTk+Vpjl8ujFwUx3QVXWiJKInjdNupIQ2N0zlaGSPJHdAUDK7GIdIVD+gjqrODnR1CmkaXfHNJ3tcihLE3bBJ8fGMyxpDT2HZ09Xw0aRN3MecRIOAsZjRl+6YsxsaScjTQVk0zBClXUkSUGWTg3TDDVDEk8GMsM0nvkZ9oI+L9ZuTI2XjOJUZylF1jlyptsG1t0WsdMnHiN3oai0ZrQCbLoN3MCeLgaT5JlWxLNcLQ3VpH9GrweI4nDmNZ59EH8Q+LES/Ne+9jX+zt/5O6ysrCCE4Hd/93cnXk/TlN/4jd9geXkZ0zT5whe+wN27d2efbI6fSPT8HnvdPfZ7+9iBTdkoYg0DqLqs8Wz1Crqss1A8P/E+SVKwjCKKpJAzyqiyznhlpqFYU+Qa+T2yZmXy3/fqGAuDFEDZyqJkCiAk9HwZQ81Qyp6Wn3ecOqa1CAhMs0o2s0I2s4JpLZK3Js8LkNELZDKT5eth5KBXFhCqiraxjrS1hry1jrCsqfencYg+Y0UoSypCUpDNIlK+hpyvIRt5ZElGmmHhq8oGkhi8pismkpDo+10MbVozlmUNMQx2SrqBpBvEnTbL5UuUs0sUMwvUiufImVUMPY90xlFRTwWWMu2CmddzrGYX+b9d+XkuFDZYzy7xyxe/SMkssVq+NDkHIXOpdG70tyQkVEnlSvk8aRCAJKEVK+jlRYQso0v66H0LmRrVzCK6rM/cMdh+h+yMBtrGDOfOntehNGzXp8k61UyNrJ4fNBrJTqeN5j6Extw/VonGtm2effZZ/sE/+Af88i//8tTr//Jf/kv+zb/5N/zH//gfOXfuHP/8n/9zvvSlL3Hz5k0M44M35pnjo4so8oYBshRFMVEUk7bX5k8e/wnhcBVoqRaf2fgMf/fSz3K3+YBFs8BBd4dGbwdDCFYXnsL3uiiKhqnl0bUMQehRtqrosoqq6DiBje130VQTKbtMQgppQui2iCOXfGGDOE1w3MagPD5bQzWqiGwWxz0mSWIytQsIXUeWVRby6xSHpC5JCqqsoSomTnN7VDKvmSWs4hoXFp8j9l1EmqLqFrox6JFaLF7E8ztEYR/LWkTWcmgXzrPbeG+U1mgEGSqlVaLAIVJUhAA1TlBVi4XyFcLIJU0TZFlD13IEaoaHzTt0uoPdS9laYFNeZqlyhU7/AF3PkqYJmjKo2kzSmIXiFkd2nbxZRhOCRAhK2VXSNB5eS4pu5tDWLxClPn4yaPZtmCUOmrcm0iGXKtfQFINUislUzxHE3qAqVyh8fuM1vrr9p8M+sRkuFM9RNkooksJWYZWVzAJB5CIEKELC0PJUypfxI5+clqGkFygnIYf2MbVMFU1IpGnKUraGEAYWa/iNI5I4Qi9WqGo5lnMrGGqW3d4uQgguVK+iqxk0xUQgyFkVUlKSOKSQXUZRLYI4QJFkFGQsLcf56tVhEw8x8BzSsuSNPJZiopKQhDaSVsHSixT1Igt6iTiNiUhRVPMDl2fgx0zwX/7yl/nyl78887U0Tfnt3/5t/tk/+2f84i/+IgD/6T/9J2q1Gr/7u7/L3//7f/9HOdU5fowIQ4dm4zbpKF9ZUKxc4ebxzRG5wyC9cbuzzY3aDeQ05Y0xLXe3u03VLKPIGnEckiQRQejxuPEe/TGJppRZ4vLS88hC0IlcuvYRkiRTyi6T0wsEsU+YRORzqwghY+hFkjSk2T7dWQadHkXOgSRz3LpHkkRIksJC6SKSYuD0jonHtvRRYOMENmmSQqNJ7PRJZAVl4zKRmnLUfUIYe5Qyy2jDBhqHnYcTOeteaBPnNe507tMdxiAWs0tcTmo4XgvHPZVkSoUL1L0GnbHrbjrH5I0SS4UN+l6T4zGNuFw4x53ODvfbp8VDC2aVz6y/SrO3S89tYuo5lgpbaKqJZwS0mzvA0KzMjaaMxprdncEOQEA/djjsPBx+soLV6lW+uPU5dnpP6HhddEUjSkJUWcEPXXYat0ayWjm3wbudbR4OYyWSkPi5859nM7/Gp1df5OuPv443vNd3Grf5udXP4e2exhm84wMMWaFoVXlj79Sa4nX3dT65/inWF65z0N3hQeseAolLw7+PxozdlgubFKQlcnqR7zz51qhTU8Ws8uLKi2hJcGriFnkYWh6nucOJHCYkhczilUGTkQ8YH9kg68OHDzk4OOALX/jCaKxQKPDqq6/yrW99630J3vd9fP80uNLtTmtgc/zNguscj5E7QIrjdWjOCJwe2UckSUL9TAXilcoVOt3tkc7ZZIeF8qUJcgdo2Qcs5tfpOcd0h+dIkohGdwetmhtluvSGVaeWXqAwQ6qIk5B66x4nP+IkiThq3GZt8RlC7zRwKowCx2nAnZ0/JUkTNnLrbGQWSY+P8MM+2817IyI/aN8njD0qudUp/VtXMzzp7ozIHeCof8C5wuYEuQO4fpt6f7oD0XH/gJJZodWbLPxyY2+C3AEWrDJPGrfwh8HTntvE9jpcWXmJ3ljhmCQUgmQ6DhDH/qCzVOiNyB0Gwcme3+M7B2/jD4lyt7fHteoVnq09Tcs+nIiZ2Ek4IncYxGC++vgb/F+v/Dx1uz4id4CcniNoT2vzQeByx92ZGt9pb1PLVNgdBZ4TgtifIHeA/c5jypklbh7/cKINX8Ot44fOhEOnoZfwe5NtCtMkInBaKNq0zPbXxUc2yHpwMMhMqNUm+1LWarXRa7PwW7/1WxQKhdF/6+sffmPbOT48pGkyM3c5DW2WstM9S1fyK0iSNNH9SJM15DSZCmIFM6oPT/7NzowWbP6MoqgkiUmZUUKfJpwNWA76dcbI6vCHLCT6suC95h3idJBN/ri3zYFwUMsLuKk7tkofxAeavT1IU8wz23ldy1F3ZgROxzJJRnOLA6wzbogAWSM/rFCdRDwjw6ek50bkfnrNMWEUTNznMLIHOe5nkMvUkCWVMJqcn0Bgx8GI3E9wq34HJ3Roj7l5ypJCL5hRqBa5BEmIfebzSpKEdFaAWoiZhtBFs8jeRHNtZjZCB4iSiKYzveAIztx/SdZIZgRkwxnX8UHgI7uC/6vi13/91/m1X/u10d/dbndO8h9xBHFIlESYikGcxhw5TRpeG0PRWbIqGGZ5zMJ2UGCiKgaXK0vUnQb9YZl/1aqyllsb/P9MjYfNewMXQFmbmaEgCTHl3S5LyvA/dYocT7I1TC1P3iyRpilt5xjTrOC6TVQlgyTJBGF/VCk7BSHIFNcJ3DaSUNju77JR2EKRNYQQ9Lw2291tSgs3MGSNan5jmE2TIEsK7f4hCEGtfIEnxzdHWT2qrJPVcrTcBoqkjFLzZvUcDSOHteKFYXOOGEnICCFYyq+jChlNsZAkGS/oAymaEJwrbFIxi/QCm/vtR4wHpIWQEIhBCmQak83UaHceoygGSRKSRD7F7Cqd/j4pCTmrRj5TG9gTyxpL1gZaNFhrBkrKUTrjgU5KkqRYWn5k6xAnEQVzuto0q2bQJY2V3Aptr03LbRGeEH41C83mhDWzkSlwRb3Crfot1vNrSEKi6bYom2V6Th3THDwMO25reN0CVVbRFAMvsIeGYyoLmRo5I0+cpiiSTMM+IhESul7A93soqkEUuShGgTQJUYwcaRwROE1064MPsMJHmOCXlgbZA4eHhywvn0acDw8Pee655973fbquo+sfTvurOT5YJGnCoX3Mmwc/GBQjlS8jKxr/9cFXRsesZZf4pfM/jWXVkGWVJI0RQkHTcmhahs9tfY4g8lAQqIo+6kOa1bJ8av01un6XI+eIrFkmiQNyZoUT98M4TTi/+Ax9r40kyUhCIqMX0VWLpfJF/KDPwB7Apuc20NUMy8ULpJFD4BwhhMRidglZMqmWLuPax6RJTDG3gapkKGRWBv1ZxYD84iRBRiFoHeK1DgHB6soa/2P3W7SH6XSb+VUuFLfoBW2s7ArN7sGEf/lG5SqaYgyKimrPEUYesiSjyAamnse3u0hhRCrLdFMPVcmQz63T7Q0kCCEkKqULGHqR51ZfJYpc4jhEVU102cCLXIRq4kU+xfwaYeBQsKqshg4954i8bPC5tVcxtRxyHJBX86hJCgmkmoKuWCBStOwyHbeJqebRjCKmViBrLQ46GqXxYOeTJuiRTHjvkDgYPKgUVWXrqSu8xQ9PA8iKwVpuBUsz0aQ1DNUayGb2IUoac7V0gVsnrfMkhS9sfgYpTfC9Fit6jnO5FVpBn6bXRrFyyFeu4fg9RAqWlkUzslTTiEvFLfY6jwY9dI0SuqKzUtxkp/OIFNgoX6Tv97lRe4Go3wHfg+wSSiaPpWVZLqzz1cdfH/kWXa9cwlQzGEYBWevg+B00RccwyvT7+9j2HpKkki+uohgffIAVPsIEf+7cOZaWlvjKV74yIvRut8t3vvMd/vE//sc/3snN8YGg6bb4Hw++Ovohe4nPnz7+7sQxT/oHHLlt1o08nfap3awka5TLV1DTFK93iBP0EZJCtriOohjY7V1Cr4Oq6FwpXUAoBpg+tn2qn+Zy6yiKTsepEww17YxWYLW0RXNMP9e0PGuLT6OrGUKvhTPUVNM0wbEP0NUc3ca90XmjoE+2uIWlZ+h3BsE0IWRyxXOE3SZecyAxCivD6/V3R+QO8Li7y1Z+jdDr4er9yeYUwH77ATmzgqbokMYEfpsw6GGZC4ieC8f7I+uYUiaPWdYgu4SkWriBPfBdl3WSNMLu7+N4p7JCvnCOO0fvjD6Pjlvn0uJz7Dbv4A3lmCD2OG4/5PLyi2Rzm/R3bhGOG4tt5jhw9jjqDip4W0DdNriy9AK2W6cxkjwEy5WrSHuNQeriEGkYkh7U+eK5n+bNg7e5WNpEJiaOI4LApt3bwQu6CCGxnF9H14vkMjUuly8iSxKWYmJIMncP3iQeEq3tdyhnl7m2cB0/8njn8I3Ra5aa5erSc7ihzZMxZ82e36HtNrl59PZorO02+eTqpwj2H5OEw92d3UHyffpVha/tfGvClO5m4y6XyxcIvQbdk05SekocugTB4DNPkpB29zFV1UL5EPqy/lgJvt/vc+/e6Q/j4cOHvPXWW5TLZTY2Nvgn/+Sf8C/+xb/g0qVLozTJlZUVfumXfunHN+k5PjAcO40JeUQS8kT14QkMSaF3RgtN4oAwdHG7+8RD8kmTiNDr4np7oyyVJPLpHt8lu3gJ2550fHSdOoHXHZE7gGVkaXceMa6fB0GXNA5IZG3UjPoEsmzgu9OFUmkaYXd2x/6OCdw2UeuUUGPDZPtg2oXycXeXK9mF6aIqBpWQSRoTRR6N5m2SoathGkX4x5PniuwukefgKinv7L0+KtoxFIsbtacnyF2Wddru5OcB4Ef2iNzHro4g8kj7zqRrJOD5vRG5nyCIPMLIGSP3wTns/jFmZ9oZM+p0qFw4z6fXXubWwYCMi2Z1RO4weLj2Q5vv1O/xbnPAIecL63x+/ZM4QW9E4Cdo9vep5td43Lwz8ZoT9um6LXrBZMVwwSix250OvMa+e0ruJ9fXaxIVCrgztHUpTU/JHTC0HPYZ91IAP+ihv08Hqb8OfqwE//rrr/PTP/3To79PtPNf+ZVf4T/8h//AP/2n/xTbtvlH/+gf0W63ee211/iDP/iDeQ7831DESYwQYlRAIp8pqvFDl5JeoHXGaiCvWXjOtHUraTwi9xNIsjaRgjg8kGRGJoesmvTsScJWZY1ghk1sGLnoeh5ZVomiU1ITQ9OpqanNsGBMkhBJUUYEIYUBVbPEwZlKygWzRBSHZHMreKFD1iiSpIN8fC90UCWNIOyNyH1w8tk9YGNSHtRvTVRkepEzdHUcaOBxEiKEIE6mg8UpKUJIFK1FVEUnSkI69hGypBJ701p5MuMcwEzrXTfqkatUCJzJ86jVCkKWse3OiIzzRgFn7AEtSQoHvj0id4AHnR0WzArXC7P7wqZpQt/rTI233AY5fbLhhmD253q2reIJdElFk1WCM5W5ijSZx5KmySimMo6z1bgfFH6sBP+5z32O9H1uGAx+PL/5m7/Jb/7mb/4IZzXHB40gDjjsH3GncQdFUrhSvULVqrCQqaBK6qhH5aPONl9c/yS///jrxGlC2ShwubiFoZjEWh6RgE4GkpRICZEkDaZ+iGL0v5pVQlYNkihAGpbIG0YZeWjhmqYRGb0wIYP4oY8i68Sxj2mU0RQL0hRVyQ5kluwGkdOHOCFVBG7URDfL+GcyKOShda+smMhajjSNCL0OuYVN7G4dX5NJSfls8SX+YPsb3KhcJKPo+EnEcmYJQYIsaUiSyvaQxBRJ5WLtGWRZgXDyd5OIBKFqSPkCiaogxQlJq0mqyNhDi4G8UcRULDp+G4SMnqnhBDamXkQBNFml4zWp5VZRJYUwDlGEymrlCo8bd3FDG03W2ShfGHSKKlaJvD56dRnkQfBRVk1MJ0cQe+S0AmES4gRdVNkkP2zIncbRyP1RXVwgbrWJ+4OVvJTJoC8tDR44aUzeLBNE3qBNn6SQJBG6mkVVc9w5fGfqu3azeZfnqpemguc5o4wmGxTMMs0z2UYFs0TBLLPf3WYxtzL6DtX0De7U32Mtu4IiJJzYR9GzpPkyiWkQphGqUJCDkLyW5afWP8kfP/4muqLhhC7nihsYioWmZomTAF3NEkQulrWAbR+iqVkUxSCMPLQPocgJQKR/FsN+DNDtdikUCnQ6HfL5D96Oc44/H4/aj/nWk29PjP301udYytZouE3uNh/Q8tpcKp1nJbcESULgd4jCHoZexDCKpEGEd/8x0eFgtStZFpmnr+IJDz/2iJMYRVKQ0wQpSZE1A9etE0UusqSTK2wQk9Dq7gyDp2DqBYr5ddr2EcaQkMM0IW8Ucd0mUhgQeif6uCBfvUSwf0xwONxyC0HmyhWijEHod0mc5iDbxSximmXCyKVpH9N266iyznJxC0kxeWPve7S8NjAshqk9Raf7eFgQpWJkatw5vs16aYvdsTZ3AIZqcX35ZQQJjeYdFC2LEBJR4KCaVW7Xb+JHLqqkcal6jaJV5V79PcpmmTDoEkYuOWuJltugPUZ0WT3PZuUqaRLQ626TpANCzRbO88O9NyZW4ALBc+ufwpR1Ar9Pt/d4ZOsgyzr53CZ+q0XSaCI0HXV5hXba5X79NkkaYygmW+UL6LKGrmbp9eoo4WBFm+gy2dwCCgLPbRG6bVJFI1UGVhJeErLX20OTDfaDHu/U70zcn638Kr9w/mcIIod6d5e8UUCVVFTFQNMy9AObg/4hXhxgyCpJ7LNVvoihWnTcFu/uvzm61qJZ5kJuA7ezC2mCJKtYlfPsdXc4HpNZark11suXCJKAttPEDnpk9Tx5o4ClZfGCPj3nGNttoioGxdwqshA49tHAekIvkLFqqDPsDt4Pf1Fe+8gGWef4eMCPfH445tR3gruNu9Qyi1TMMmlZohvYZFULTSg0OneGjn3g+108v03WK4zIHSBxHLxmk0OjR3NM41wtXWAhW6PdujuSMOLEp9vZRtJzI3IHcP0OhXgZIwyInDYw8FJRMgtYepFe73T7Dylx3z4ld4A0xd3bY7east/bpZapocoqh41bXKxcJfC7dIeafRC57LUeIPTCiNwBtgqrtNoPOC2ICnH7e2yVz+POyP/3QocwCQYraL3E4/ZDkjRms3KVm0dvj8gpTAJuHr3Ni2ufYrN0jr3jd0cyTZLGE+QODE2xUjqdh2NziXC89pS8kpLihjamauH49QnPHiEkgoMjwpP7ZNuE5Qx3O6c9br3I5WHzHs+uvEqjv8dB99HpyV04r2rIfv80thEMqj2T3BJvHbw1OvRc5Sp3W495qnKR4rA5x3KuhqZoaMqg9qHbfkh4EizPLPN2e4e3jk9th7+w+drAMiFNOeztTVzrSmYZt32qwydxiOt3J8gd4LD3hEpumbvH79EfkxeX8xucq1yk2d0ZtWMMIhdDyxF69VHqruMcEQQ9KuUryB9wI5A5wc/xoSJltsNjnCYkacp7zQf8f27/n7ixjyap/Pqzf29E7idIkpiwPu34F+hMkDvAbusBJaM4qU8Dqpah605WMcqSRhT0icaINIkDnN4RylQeuyANZ8QBTI2G84Qkjdmf+OEnI3I/ga5abJ8poNKETHS2ICpNkGBogDYJTdZRJJWu1+JR49Zo3A3tGTp3ihvZGJI6ocEns7RlGMYpJl97vy5PsqSSpjHRmQIdXS4QHE1aDvtM1yD4kUeUBFOf32Ai0VTgWpZ1Hp2xMt5p3eeXLnyeHxy8w96wmvVO4w4/s/U5inqGXufxxPW0Q3eC3AH+aPtbLGcWKWhZemMPXgCFdGrm0Yx6CgAvdCfIHWC/u81KfmWi1y4M/HP8M+eJIpco8j5wgv/IVrLO8TcPURzSdlsc20fYwx++oehcr16bOvZy5RJ1r83/+9bv4Q4zZ4IkpDEMgqlqFk3NAYI4DpDz0xplLM8iqlM7XSEpKGoGIWTi2EdTJ6s3NdUknlFBGHod5CmCTxGqimSZyMs15FJx8G94IaUZLoCqrE/1Cg0il+rQXdBSLUzFfF+yTQEv8siM2SAIBOcWrqPK2lSmytl/6wSKNF3oJKXphG0vDIj87BhAEtnU8msTc8gbZTJaFkmS0c50IRIwFYhUZtCMEBKypMzsFzsr4JjOCAILIWg4TdpjxBolEW8evEUch1NuoO6MrKQ4jXEiD1lWWBhz/gRIZtS3qkLhbN2rENLMRQwwFmMUyKOY0ftglu30XxPzFfwcHwj8yOdO/RaPht3sFUnllbVXqWSqrBVWkYTEvdZ9kjThqYXrLFhV7nd3qRoFrhc3OXBb3Gw9wo4jlvLr9N0mKQmZ3ApRYKNmKkTdHnHRgjhBOmhhmHlyYRlDy+CHDl23MajKlDRyhS2iyCGKPExrASFkMloG1+8MMxkEcRKiGlUUPQeSIE1TJCGThAGKZqKV1vFCD1mAcLqkuQztZZOWt4+Zt1haPIchTLYyCmkKlmZhBzY9r01Gy1ErbHLYeUzWrKDIKn5gs5xfJ69l6fndQU2krGGZizjuEZpWQFZNZEmh6fXZ62xzceEaG/plIEWRNEwtM6oAHUfXabCUWyNJI6pmBQkQkkpGzQIpkqSQpilCCLr2AVuVKzTsI3QtQ0JKTi+gyCaZ3MYo3U8VAhnYyC+ynFsdpJOmKbqWQZFVhJDIZJcJQxvSlDRNiEWEtlgjCQMoDh7KSiLI60W6Y54s58qXMVSTpeIWXa85yiqRhIymZoi1zMTuIA5dNotbNMakJUu1Jsj9BA23SSoEQsgTJJ+ZkWeuSAqZofa9kFlGlzWSJCRMY4I0wTSLSEIZpLl6HTRZ42LtGR7Vb5HV8yAEC9llVMXAUrOs5Nc4KaQLkwhVMVksnkeQkMQhkqQiyTqSpE7sMlUlgzKjf+tfF/Mg6xwfCI76h3xnZ7ITj6lavLb5UyhA5PeJIx9Fy6DqWSRZoeu2sZ1D5MgjlVR6koYqSURn8tUXS5eRVYu79ds86e4gSwpXK1cpmCVu1d+j6TQomUU2C5tktCxZLUurdZd4LL9d0/IUSxeIQo/Yd0jSGFXLkEqCRuse8VgaZaV0BS+NeWvvdbzIQxYyL6y+RL37hP7YNl4IiesrLxOnCXeP3xul211auEbJqhBEPg2nwbvH7+KEDqv5NTby67y1d1rMJRC8sPYqqpB53LxH12thallK2RVUxWBByxI4DeLAQ89W0YwckqxRd+o0h+mVqpBp9J5wdel5IreBP2bGlS+cG1g9uD1Cu0sSRyhWFqEb7NoHvHf0w9Gxn1j7FPeP3x01xlYkladWXkSXdXaP352wbliuXCFrVYniiJ7fpuU00BSdollGReKw8wh7OI+8tUA5v4YTOGiSjJwOVumKZiLLGo7fG9gPCIGlZTG1LFHo4vaP8N0WimJiFVYRik7dPuLuMFh7oXoFLwr47pgLJMBKdpnXNj5JHPTpjMU39OwKt3uHfHvYDlAWEl/a+iwXS1tAiu02OWrdIx3aNyyVr5KGHl5vULVsFpZR9TypGHj7N3q7SEJhsbBORs/TcRvs1E9lM121OLdwg35/F3+sk5euF8ll13DdY/ygh2kUMc3qDFnw/TEPss7xI0XXm3btdEOHJA7pNh5NGCxZxTX07AKhvY8I+4OM8SSgrMl4kTele/bdOo1ewM6wUCZKQtzY4/aTb+MPSafuNOj6PT6z9TniyJsgdxgUK0WBS+/w3qjzkScpqOXFCXIHcIIubx29O3IGjNOYvt+bIHcYaOVB5PPDw7fwh6ZZPb/DD3a/x8ubrxHEAd9+8u3TSt3I5VHr3uQ5SLH9Hofd7VFXICfo4bfucXHxGfrHd0fBuNDvYuZX8DSDP370NeLh6lSVVD6z8WlUIUakeoJe9zEKGv2Ht0ZFSQEgnbs4Qe45PU+9vz8i95P7fNDZYcGqTvnyHLUeYmg56k6dW4c/OD2PUWQtuzQxj65zjKnnyesFOvW7o/svKwb5ykUsPYepZUnSBHlomauoJtniBlZ+GSHkkZXucn6VirUApGiKTj+wWc4usd8faPmmYvLc0tOosopiFKlUrxPHAUKSURSTF6xFLpS2Bl7wik5OzyKEwA8cDpu3R3OWJIXI7eD3Ts3N+vUH5GtX6YU9njROs3ceHrW5uPQ8+2M9VgH80CGK3Qlyh0Ff3WxmmXx+YxBv+RBsgk8wJ/g5PhBk9WktVZd1RBRMuec57V1kIzNmIDZASjqzLkJWLXYak8QoCXlE7icI4oB+0KegTAeqJEkldLsTbe0kWSWYpcEn0YTt69R8JGWQmhgHBEk4IvcTxGmME9j0gv5ELrYmqTPb3MFky7dqZglDy1C3j8iYWbKSRjwkGt/vcrPzcETug/mGPGo/5kZpa+q8QlIIOs2pilPH6038nVEzIxOvcbihM1HpO7rGJCCIA+7X35sYz2o5ujNa4PmBjezbE/c/jjx8t4WbZNhpP6bhNqhll1nNr5LRBtISiKmWiJKAMHTpBz1UxeBT66/S8/vEaUxOy5EZ2u4KIVBUE2Us/TAMXUKvTds+xFAzKMVNMnp+6gGWNSoE/Wlr4TCwOTwT7IVBdtOsyuMknh2UTdNB0Z+Y0UHrg8Sc4Of4K8EJHcI4xFAMdEWnaBRZzNQ4GmaJCATPLD8PaQwIFD0DaTrUVdNRqEmSBlpuHPuEQZ98fmNYjn5awGSoWTRFn0gbnNkHlYFDpKKYgx/OsGo2jgMUxSQJJx80ceShKSVcv4WqZAYpfmEfVTamCmXq9jGV7AqyotELXaIkYlEvoEqDh0lOz1PLLpGSstfdGwYtJ39eR/YxF8vnsc8QqTlGQDm9QEzK/bEVoqVmuJrfInYaAykr6PFU+TJFJUsqUh7b+7S8FpJ8GVXNoigmceQRhD1kWSd2PYSiIpsWSRCQ+C4ak8TS8Tts5FZGRVEnyOp5LKNIpz8pm5l6AYQgPENqfuRSUIwpwrS0HGFvOmMmTBNe3/kW3vAh0vHaHPcPeXnlRVzniMDvompZMtllVNUiinyO2w/wxvT8avHiKHgdxT5h5A3dOSeDu3Ecsdu8N8pu8iOXntfi0vILUz17U5Lh++PRdylNolEgVFdMEGJkmRzFIZaWwwn6Y26eKfLQGA4kNNUijgPiJPhQfGdmYU7wc/ylECcxu7093th7Ez/2KepFXll7mbJZ4rmVF+j5XcI4JKNlyOl5It8mU1ojcDsISSJT2iBwO8iyjpZdp+W1iJKIklVDijx0xWIlf2kgm8gKqSRj6XmuL9yg7hySUTN4kU8YBZTMMk7osFlYR5EUOn6fnJZHUQxK5Uv4XockidC0DIqSIQk8fLuFahWQNJMkcJGEgpHbYKezQ5iErOZWsPQ8Ty0+gywSZARBGtP02hSyNf7k8dcmDKU+vfZJri0+TRo72M4RQgjOF9fJqJmBu6WsjXYDfuxjqhbPLL0wJMAUQ81gaTkWsiu4oU0xs8i9MR0XwAlt+pKgrags6hafXnqZ6HiHNBoQ1fXMAlExjyRkZKEQeC0U1SKX30CWdSIjpusIGn6TjJGhqq6jx/DS6iujh40X+RStBZygP0oXzGh5lgob6LJGOb9Bq7tDSoquZlkonkNRDKrZJer9U+JuOnW2Vl/FDXoTgVNdy4FmE5yRkFySEbmfoGqV6bYfEA8fEr7XIgh6lCtXCSJ3gtwBGp0HaKqF4zXp9PcAQTa/jpekyEKiaBQwVRM/cqdSV5M0xg36FMwq+czSyDem7zZYzG8MKpbDkDRNkXUdSc1QKW6x29slTVMWC5vY9jGWnqNolvGDLkkUIGSVVFJQVZNy6QqB3yEM+uhaDsOsQioIvd6gN65qvO+C5a+LOcHP8ZdC2+vwzbFgattv843tb/KF859HIkUDVFlGG249kzjAbp0WiwRum9zCJezI4+3Dt0bpZbvdHT6x+kl6B3fHtvGCfO0SsqyS1SxaXY+O10KVdVbLl9gqncP1WrR6T4iSmJVMDYlBi79O696IYHyvQa6whW7kMRfP0+zt4PWP0LUsGbnA60++N5pf023wwvJLVDQDZ9i5x0RwrXyRO90nE+QOcKd5l2dK50cBzzRN6fb3sbQ83SjgcvUKPb+HF7qs5lepmlX2m3fHcqYF52vPUDSLKKQY7xNocyOXHxzfZCO3xtNyiTQ6XTkndodCcYlu6z7J8GES+l2i0CFfucJO+zaN4c6q73doSMdcW3qBneN36Q3nYSgmm4VNri+9gBs6SEKgyhr6cHdRzq+RNSukJKiKPkqpPF+5QpomNOwjFEnhXOUKppZjq/bsoKGKkNAUA0PLoIhlorBPMvRrUVSLeIZEkVczxN6kPJImEXHkzZRB0jQhij3avUHqqJ5Z4Svb38YdPjjKRonPbb6G+r4cKpBlhXJ+g4xZGez4ZB05EfT2bsFYCmS8tsk3dr45+vtxZ5tPrX8SS81g957gj3UZ0/QiklnCdo7xh8ZuceShSib95t4ww0eQqWxgZCuIn6SWfXN8NNH1p4OpdmgTRR4HjdvEo9QvwdbiM7idaee8wG1zlLgTucOGYhI47QmNFlLs1g6JovLw6O2R8VQY+zw+vsn5xRvUO49GR3fsAxRJxVL0KTMnu7eLVDQ5aJ8GLdM0Ybcz7RgopTFOb1ySSHH6B/T8aY26YpToOtPdn/qRyx9vf5OUlKyawVANjg/f5bNrL08UxJSyi+y17uEMpRFZ1jBVa1KOQozEoppZIepMpwYmSTAi99GskwgvdEbkPro+IVF3jkbkDoMA8Hb7IZer10iSkN32I1ISlgqbZPUirt+mMXRXrOTXyZoVZFnF0jJcrT2DH/nIQsYc6t9RGNH0Oxx0djBVi83KJQpGiXz1Cm7Qox/YPHYaLKTZiV0ODGIcs1P7xMxGKrKkEQ67c6lqlvfaj0bkDtD0Wjzu7HC9cpmCuUBnrIVh1ihhaRZRHKLIKpZcHNy7NMXefzBB7pKV570zsSCAu417lJdzE+QOEPhtomhxRO4AprmA09wdO2+K3XiMoluoM+JYf13MCX6OCaRpyqHTYHfYs3MtW2PBLEMaIyQZbUalXUbN4HrtMXIHSOm5TeQZBSAiHVT+jUNTdAhnBKnCgCByp+xfDdWiNyOY1/cG5l9T50lCwtib6Owkhk0/zkKCKS/IKHRYz6+wc8ZCNqvlkMPu1MrSjvyRht8PbfqhjSZrU9a7mmLSGNO3W/YBW6XztN02XuwRRD6LuRXeOR7INu2gS1U1puIJf5nVn6llRzuOcbScBn2/w/0xD/TH9VtsVS5zPOaVfti6hxASOWuBjtfiXuM2dtBnKbfKemETXTF43LzHwbAYy4tc2k+avLD+KXqRy+/d+x+jc31CeYHL1Wsc9Q/oBT1KZhlLz+MHfaLoNAAuydogjVDIlHLrtIYNTCRJGfTWHbbyk2SDI3v62p70drmxcI3V8gUsO0fLPmSpsInvd9g7+iGKolMpbGEZxaFmnhIHZ++xRDDjO+rH/lRR1Qhnvl9ixhhAEgXwIcjyc4KfYwJ7/UP+v7d+jzhNEAh+YeszmKFN6HdQ1QzVzCJVq0p9jCCeWriGN6Nfadc5ZiW3gd0apDcKSYYUVKtAzTA5GitT7/s95Pw5ojPpllq2NAqAZfQiWaNImsbYfmdU7CMJhZRkUGiThGhGEe/MFt8wK0hDOUAbBsiQNcpGGUU10SSVev+Qrt9GVXR8QIhBal2cBCRxSNUo8WztaZpukwWzgqkYFM0KIimzW393oIFLClEczJRawjjEGPZCFQgso4Ai66OArqUVMLUsfpKw67XpBX0ul85z6DTpD7N9HnS2ubrxUwSHj0YVo5JqICk6ipohGvscZFnH0DIUjDKdsVVkEHmUrAW6Z9I+l/NrHJ15gOXN8sz+tK3eLqms8fqTb412Yo9b97H9HpcXro3I/QQpKR23xRPn9HOxVJMkDnlz/03KZoWiUabltnnn+F1eWnp+oL37HVQth2lWkIeByUJuBcsskyQRsqyjKjpCCPpOnTTxWLQq7JxpHL6aW0EIgaaa1IqblLPL1Fv3cId6fhR5HDZusbLwNIaeQwgJvbhA5J4GnROnx7nqJt8f3re8nkcgOF86jywPgqmKlkNWDOLQIQz6g/mp2YEJnWohFH1QYZ0rkwiBBET9FuLjaBc8x0cLURLzzf23Rqvalxavs0iMP6we9OOAwO/y2torHDoNekGfilmhbJZwvTaO10KVDYqZRSQkhKygmSUQEn4a4kTOIL9YkinqZa4s3sDxeyiSAkhoRh5R2cBPfKI0RpN1NKOIImtsVK/T6O2z23qALCksFTZHnY3iOBisuoSEKhvIiomW2yAIHVQhIaUJmcwSMZDNb7DfPySjZTlw6jzsvDW6/ucWb7BR3ELXsiTZ1YHEYB9TNPKs5DcwtCxbhU1E5I+aVzS1HBcXb7BVeJqo1Sbp+aiVIolm8XztWeI0RhISu709FqwqlpZnqXgeIaDrNmjbB6yWLoIkc9TbJ5IUvrr9p6PPQJFkXl18mq3MAjEJEQJJy2AsnyfyHVIBduLx+OBNLtaexfG7+JFHVsuS0fNoisGFhescdHeo9w+xtCzr5QvIksJx/wBn+EBQZY1abpm95qQEkaQJ6gwbBCFk+n5vqkS/7hxxIbk8lYU0eI9AG+sRW9QL9IIu6/l1sloWhKDrd2k4DSIgm1shzS5NZcMIMcxISeKRV46uZllZuIHjtXnaqNIPHZazNWQh0/Y6bBUm+zKnaTQi93H4QQ9j2HhDyxaJKyt4zX1IU7RcmVq2xgtCQRHg+l0kSaJsFJBklUzpPM3uNoHXQNdylCsXkRUDK79Ks7uL3T/A0PPkqqs8qt8iSkIkIbFWvID4kLJq5gQ/xwhREtEaa4iwmVkgDSfT5tI0RsQhy9kahSBDHIeEkYel56nmN9ER+N0j4jRBUnQSLU+oKNw7eIeTtEdJPOTK0otkFZNef48gDilml0gEHLpHtJzT4pLlwha1/AZt+5jO0LQpTiL224/I6znaY12CJKGwULnCdvMe+8OVqCxkri0/j6zotOxjvr07CKherl7lYWeyS9Tbxzf5hUtfRpZU7nd22B0G7erOMTvdXV7b/Ax9rz0xPyfoEfR6BD98ROoNsj7CnX2ily9zp3kPZyjJXC5f4nL5ErpqYGgWD49OvcwtvcD2MC2yn6Yjci/oOV4oX6DdOZVHDC2HbFV55/gHE3GGcnaZNw7e4tA+ndtLyy9yvnQOU8uwWtxiMVNDklR01USSZJ4bZtEM4gQ5DM1ksbBOd2y133Ob1Baf5mCsCAgGOnxnxq4NBhr6SnGT3fajsc9GomCW0LQMbx6+TZwmtL0Oz69/klv1WzwefhabxU1W82sjKTCIw+GD4VQa9EKHRv+Qun1AVs9Ty6+T1fPoWhZdy+JHAVfLF3n76F2iJOJK5eJUc5mT5tlnzdXGV9KSomEtrKMXFhCApOoISaIcB9w+eHN0XLN/wPWVlzhq3Bp9Jp7f4ajpsVS9xl7jDsHwe6ApJo/q740kxyRN2G7dxTKLqB+CRjMn+DlGMBSdZ6pX+KMn3wGYWoGdIEawffQuvbGUt3ML1wd+I0enRJBEPk7vkP2gyfgPKUkT/Mhhd8wNsdnbRVczE+QJsN95RMGq0jwjE1SyNVpn5IQkjXCC/ojcYVB0dOfwHZ5Z+wR3G3fHxmfooGmCF/mINB2R+wn8yMOLPBr9s7ncAsn2ib3TvG+xXOW7xz8YkTsMsm1WcstYqsnRmcBuwqBqVJW1iUKvG5VLOGfuhxf0CCNvKogsZG2C3AG+f/AWi5kFFOBJ/eYoTlDOrVLJr2OoJoZqDv3Kj2h0PXJWhctLz7PbejgKspp6ntWFG7T7+wigkF3G1HKkkkLRKKMrJnbQww56XFy4wa59jI/E1sLT9J0jZElhtbCJpWVJ/B4/u/VZwiQiTBO2O9u0x6Six+3HvLz68qB4q/WIu827KJLMtYXr1DI1IOVh4zbN4bX2/S71/iFPr76KNZS/juwjvrd/SsA367eRJYVnFm+M0hFPfNnbY5+zJCkYQ9vhJI5Jk2ggp+indQpxErM3Ftg//Vz6U59JFPsEkTci98EHJabiSTDoZpY5Y9z2QWBO8HNM4FrlIk2/w9vHt3nYO6SaW5hoiyckBT/2J8gdYLt+h6uVadfIFKYaR2uKgTPDJCo8UxF6eo4URVIn7HA1WSc4U5QjhIQbTlddBrFPlEQTFafqDM1TlVQyqjmzvdxgfiE5o0R37NolIRDx5IMwzOm0eu2p99edOsvZ2sx2fjDot7qUL47kDVXIU6QBgwdZVi9MZONEM1rlxWlMmsTste5NBIGbvV0yRpGsWcYLbB4fvj2yE+46RywWt7hYexYhBLIk44YedhQgG+WJStEwifEQPOpss2QtcGP5Zf77469PtFz8+fM/w8XiJkIIDnsHfH/ve6OFw1O1Z9jvTRZQATTdJkEc8M7habD3O0++zac3XiOjGiNyP732ECfojQj+3hnLAIA7jXtcKl/AUk+rXPPZJTQ1g+020FQTyyijqRahZ+M0nhB6XRQjS6ayjmoMM1zSlDie/f2YhSnnyffZOSjytJPnB4E5wc8xgYKe5W9tfppXl54BBDlFJ/BaBF4bRctjWBVaw0BZyaqSM4q4oUOjf4CQZSRZRbfKA4veyCPwHar5VYLAQQhBy6mTJPGUGyIw8iEZhyRkVFljq3oNLxq4FiZpih30KVkLREAMg4Ikr4mlZVkobBGlMTLQ6u8jEMNWgVfpBV3iNEGXVT65/CLfOfg+SZpgyAavrX+CnJ7Dj3wKenHQ2m40DwlLs1CMPIokDwKcQuAEfVS1gHT9HKkmEIlAjhJMxZhqwpzX88iSzGJ+nUfHp01QRJqiyTq6YiKSiC9t/hT90CWrZVBVk659MJH9o6kW5xaus924Q8dtoMoaBWOypyiAoRjIkjTTasAN+mTNMo7fmfCKBzjubJMzF9BUg67f45s736I1fKhl1Syf2XwNRVL47w+/ijN8oN4LbA7sY84X1nnj6JTg/2hn4LcuC/jh4VsTu8KW2yKjZeifqexdtBb5weFbU3N+2HrAUwvXp8aBiZ3PCYmPQ5M1BNIoHRJAkTWyVoWsVRkdF4c+3f07pEMSj9we3b3bFNaeQtEMZFkZfH71SV95VTFRFRNdyw6C+AwWBJpqkTXK9L0miqwRRS5L+XUOuttow0C8peVm2iZ/EJgT/BxEoUsUuYhhT01FMaiYpdHrqmqiGUXCoIfnHpPTMlypPUPkNondBjlZp7xwHUmxMLI13NY+aRIhaybZygYmwaBiMk0plM4RCxlDy9K161hWhSCORhYD5xeeJoxdRDpo9mxoOVRJoxM51IceIJKksF65jhv7vLX3JmESIguZZ5ae5WH/kK/vvk6cJliKyc+svcyCUUKWFOruMffG8pivVK/wCxd+liQN8UMHTZLwQgdDtXhh9SUa/SNMoaBIMqaew9TzOH6HZndnRIp5c4HEgJZ3RBoPVtuWVeWzxU+x09/HHObkq7LOolXFD12cwGapeI5W/xAhwFQzXKo9w07rIYf9A6qZGnnV4FH9JpulCywVzw+qOoWEkFR0NYMsKVyqPUMY+wOLZCHzbO1Z3jl6myRNMRSdT619AlXWBg2yz+xKTkho1mp0PEC63Xk8IneAftjndv02q/m1EbmfvmZjqZPZQ3boECYhMUz5+xz29niq9gzfffLd0b9nKiY5PTfKeBqHIimYqjWVFSQJGWusp+mF0hb3Ww8mAsDP1m5wt/4eXb/DWn6dWm4Zc8aDIA69EbmfIE3iQVqqNri2olVlo3KZvfYjSFOWi+cwtRxG+RLtziOcoblYxqohCUGtfIFCuITttQlCl7xV5qmFF4iGuzwtW0aR51k0c3wICIM+7cadUW6ukBSKlcsoY1/+KHJpt04rTE0TQr8zKqxJYh+/t4dRtHAaY/p36BHFDr3+qc4Z2wfkC1tYep58fo3vPfnO6Mdd1Is8v/Q0jdaT0VjWrCJIORrTPZMkGrg2Hv5wZLoVpzGtoM8fPzm14nUil6/ufo//9eov0vO7E+QOA723ahR5PGaYpSsml5eex5J10iQhcI5IAUccItUu86Rxe2LFa6gGrc7DCSnF8evkzRJN+xB7GIgUCIp6Hifx2W3dRxIyxaF/SkzKu3uvj7TZnfZD8kaRiwtPgdek65+SWaFw7pT80sHKNSFBl3UuVy6ynFvCjzw0SUVGIBAslS+yO3aNhpbDGmaKZIwi9bFAdTazTC8JeevoXTby6+zOkFAO7ANW8qtT4wyvdBwbuRUyqkWSRBiKgTe2q4nTGEsx+fz5z9PxOyhCoWgUyepZri9c4/W91yfOtVU8hyKrXFi8zmF3l3r/gIyWZa10nsxYkVDFrPCl819gu7NDkASs51bZbj2gNXwovHf8Lr2gx/XFp6d2je/XOIWxcVXRqBU2KGVqwKCGI0liWt29iW5ktnOIpuWQFIP9xl2ioWtpSS1j753KSH7zkNzmNbTs9C7sr4s5wf+EIU3ToXPhoIGE3dubKLxIkwjPaZAtnBJ8GPQnXRglZapqclAYMrmiU4w83hmrVADbPkCoGd45fHtiy76YXeSodX9irO/W0fXpbk5REk04KgJ4M8rY7dClHzowI7C1VdjkSfPuxJgfufT9NjnJIBj2aR1cXkLg9abkDllSCM6cWwiZhtsYkTsM4gjbnceYQ/5L0ngUOFZVayrw1vXaKOI8fjwp83S7j9G1HFGSsNMcSDRCSKwUt6jmVtGEzOPGXfzhPC0tx4XFG2zVniOIXGRJQR/65AAYWpa1hac4bN5DN0q8Xr9FZ1it/KS3x2Z+jeaZCs0Fa5GSXiCv5eiOxUGKeoGClkMadjhaMCt8dv0Tg9RIWeWZpRd4c++7o7Z3m8VzZPUcuqJTGtsxAiznVvjE2ie437yPJmucL1+gbA0K2Ew1w2b5EquFLSRJnkHSgopVpjI8frv9aETuJ3jS2eZc6QLZM98tWTVQjBzRmNumrFvImkEQuoSRgxASqmoNivOGSJIQf0bapee1kbXciNwzepGkPf2bcOt7qFYOIX2wTfbmBP8ThDAKOO7tctB5RJKmVLPLlLQsnLEfCIcZASermeQsOb6PMdJ0NWWCmNWuDYk4iaeaShuyRuBPSwaymP6azmrrNh44rRol1rM1mn4XQ9aQZlgIq7JCfwbxh3FIFE1nEKXhwAzNjxxUWSdOomEutjyxqpdlbaalQ8trUSlsTPnKv++qcQbSNCFJIvbaj0Zpo2masNt6gKUVaNmHI3KHQRpnwz5ktXQec4zMgsin6TY46O2T1XIsli/TCfojcgfoBX10xSCrZukPrZ0NxeBa9QpZPcsXzn2Wu60H7PX2Wc2tcLF0npye5X+z/i5hEpHXcphjJFjJVPnU5mdxQ2cQ0Nay7ytNqLLKSn6VpdzyYB9y5jsnhECd8Zn+ZTArR0xSVHK18wROm8Dpopk5VKtIGPvs108bl6uKxVLlKtrQq0cIeeDcecZFU9UsorGguiwppDMshNNoYGj2QVuOzQn+Jwhdr8neWMl5vb+Hkt/AlDTSNMK0aoBAklXiKEAZ6qnqMHUMIQ1Wsn4PzSgNnAGHY7Kso2gWsmYRB0MLVbdHpnCBIBy45ulKHkgxrDKyYlC1Fmg4dWrZGrqsESYRiqxh6nl0JQOk9L0mqqyTtxZI0gRF0nD9DlnV4kr1Kvcad9korJPXs5hajsvFLS7kVyjJMmnooOQWyMgKimLy/PIL/OBgYHAmCYmCUST0u9hBj6XCxkj6yOoFlASM4irJ8CEVe13iwGa1cgXb7+CFDqqsoSomueI5HLeFrlqDikVZRx2mAFqqRTWzQBiHxElMNbtMx6lTyCwSDKuFc0ZhKkuoaJaRZqzmZNkgFdJUJgmAF9oj0j9B3qyQInFz/weYmsVCtoalZXncfsS9xmlK66P2A56uPT91zu8fvs3Pnf8iYRKQAnkthzXMoikaBV5aeo5o8WkUSR6RcNkozvz+pWmKLASmoqHKBoqsEEbBoJYg8tAUA0vPocoafujSc5vYfoecUSJrlkZByb8sCkZxtKs4wUpubWYwFkBWdcxCDbMwkGDiOKLRuDPxEA8jB8drjQhellUKhU2azVObZ1nS0PUCchxxkjlj+20KhVXiozOLm3INSZ6bjc3xV0SaptR708ZfDfuAc8VzKELF7eyNpBghqRQWLw9IW6jkrU3i0EXIMqkEkp4nUi2cwMZQTUwtj6JbZGvniEKXNE1RFANZMSgXrhA124SPDkCSEJt55LLg6dozBGGP0GuRJjG6lh1U/bUf0/MGTo4ZaxFF1slnlnhYv40bOSxkl1DVDOfMMuu5JezeE5Kgg4gc/tb6y7TajwmHlgdx7HMc9Kgt3GAtv8KiWRxkXEgDo6yMatH3O+y1HowI1tJyrBe3aPbHtGmzSqawSss9nmj4oCkmF2rPoIgOdn93NG5lary8+gpHzjH7vX10WeNK9RqGlmGlcpmvb//pSKrI63leWX2Zg+4Tul6HhewSZatCFPlks2v0+7tAiizrlIoXEJKCpuhT6aeSkMnqRZrRIFdfkwf3//ZYxs526wHPrr7CgzPSVBgH+JGLLOQJ6SujWmQ0C1Ot0PU6PG4/pOu1WcmvsphdwlBMSGOSVEwUE6VpSpxEw+Yog9zvRv+AvaHLpyrrbC3c4Li3O/G9XMitsVzc5NHxu7hD+adlH5IzymwuXMePffp+DwFk9BwZLYsd9GnadXpBl4q1QNEso4/tHPJ6gVfWP8WDxl3soM9qYZ3l/NrMrK1ZSNIYf0ZjGNfvUMytjP7WtQLVynWiyBvJOLKsE8Q2C+VLA2dVt0GkyhgLa3iNwXWblRW0XGnq/B8E5gT/EwIhBLpi0mNS/1NkHdNawG3tTOjsaRLi9Y8x88vYR9sE9un7jOo6+8ETnoxVKpasKpcrV+m07o6Ml4RQKFUuk7T7+PdOj3Vu3iL79FNoWW2y0CTo0Q0dwjGTKds5QtHyvD2WP73X2cYNbK7XnqHfeUyaDqsCk5AwsAmjydVRkkQkcUCv83i0hTbMComsYWpZ6v29idVz2VqgdaaYpe/WMawqh2eqX4PIJY68Ke8bz+tST2IeDnOyvcjlu7vf5rObn+Pd45sjcoeBQ+dB/5Ct8iVadp3H7Qcc9Ha5tHAdQy8Syhr9wEaSdRJJxpA11suXJ0zBFEnF0vMoio6qmkSxjyxpPDxjPRAlEUHkT1kMwIDIPr/5U3xr97v0Q5vFzAKfWHkJUzXp+z2+s/0NwuF9arlNdEnjKLRp2UeDatnSebJGESfoc9DZoeM2KZoVaoU1kiRid2x1G8Y+tt+ZWnQc955QtCojcj9Bz2vS97t8f+/10WelyhrPr77C23tvjDzldzvbbBTPcbF6dUTgQghKZpnnVl4iTuOZhnl/FmRJwdDzU9YGlnFKymmakiQxqppBG+540zSlbh/xw/03R/f7fOUymdwiqqRiFBcAkFRt7gc/x18fC/lVmvbBxI97rXQBWUhEgTN1fOj30Xx3gtwBgjSaIHcYdLRxncMJV700jQbNnrcnq0IB/KNjojNbZF3P0entTh1rB72pqtqW2yCKvBG5n2JaWTX0InZ/f0If9dwGmp5Hk4qjBhcnkIQ0s8AoHnbpOYt0ho4vaVkeHrw1Nd4P+7TcGYHnwOZR8x47Yw+Wm4c/YKN8ie+MpRGu5lZ4eeUlCmaZq8sv0vc7AwJSczxo3uXJsIo3o2Z4eum5qUA0DAqDqtYi9TNVsgWzRMks87fNv0U4zHo58Y7pep0RucMgCNrqH6AoGuXcMkHocufgLa4svcCtw7dGLQjd0KbpHLNZvjA1j1kVncBUXj6AqeXY6TyeeBCHcUDXa081DNluP2SlsE7uTGWoLMnIY52sojjED23iJEJVDAzVmhkPkSSZSmGT/YZDPAzkm3oBayhFuUGf494efa9FwaxSyS1hqBnc0OHdg7cmfm8PGncoWRWKZhlZ+/C7Os0J/mMOL/ToDTVjS8txZelFen6bJInID61ZBQLNLOD1J3/wulmc6uUJEA+DRmKMCC0tQxROPyTi2B800TwLSUxV+Q1a6xlEM6SHmZgxnsQ+mpolGOv3aug53P50ul/gdTDNCiVrYaIfaTIMMKdpgqYXSWUdQYoqG+iqNWrTdgJZ0ZEkHUXPkaYxodcZtQs8u1KOk5il3BI7Z+wK1vNrvL0/mRZYy67wxt6bEw+33d4el70uhmoSpwnlzDKaorHXfTIidxh49N9v3GWrfJFHZ1bxlprheu0G9xp3OejtYigm1xZvkNcHaXqmamIyCSEkLpYvIUkyx/YRZbOMIik8aD2g5z8kq+U4X76AF7kT/WVhkJl0YgqmKYN2iCdjumximAWSOKTvNkEIdNWaClwbWpb6jJTNaBiwNBSD1fz64OFMSprMrhY+fV/AQes+rZEFhmCjep1CZmHm8bqWZW3hGYLIHZidKSayrOKHLncP3ho1K3eDPl2nzsWl5whif+ZDzAtdpm7wh4Q5wX+MEUQ+t4/eoT4WkNsonedc5RKKpJAmg1J2JBkjt0gqJBJpSLtRiJapQJxg5pYQsQBJECc+Qs9wdeEaaZKQCom93i4dr81y6RyufTjw9DDKCElBkjS0c+fw7A5CkUnrbZJ2F31xkcRQ8fwuaZoQRg6u16RYOE8Y2qRCQJrgeR2yRh5NNsibZWRFI44CNFlFVQ0Ms0oYuQhZJ41DkjTGyq2TBj0kEjQhYeiDgHAceQyaOMukaYQ6LG0vZ5douw3CyCdKQrpei5Xiefqhww+O71B3GyiSwjO1G6xXrrHfvIcdDOyK18qXSYWCqxgctx+jyhqrhQ2yWp7LlSvcHOrfJwRXMIqUzDIttzWq4FzKLmGq5qB/7BipCSFNrJoBVnOrbPd2efv4PZI0oZZZ4Kc3Ps1xfzroeuwccXnhGl7octjbQ1N0Li1cI2cUkCWZG7VnuFy9Mmip92e4GYZxQBC7HPWeEKcxFWuRrJ7nzd3vjebXD3q8e/RDXl37JJvli4M4hxAcdp/gRx6KrLNYusiRfUycJiwWtpAUC0cxeOvoFlnN4pnqFap6EUvLcb72HC23ST9y0WWNklUlEQpBGhElMbKQOO7tYWkWlmqxUdxit/WQZOjemVEzZI386L6fhRv0x8gdIOVJ8zamlh0FTs9CUfSpXqpeaI/I/QRO2B8F4Wc95PW/YrD4r4I5wX+M0Q96E+QOgyDbUm4FQyi4rT3CwEYz86i5BY69o9HqtJhZwhQCEcSEd3dJg8EPWXv6IofdRxNNldfzGwjFwNRzJPFgu+vah6RJhG4t0tME2/Y2cRBRri2wdukZhJ4hCHu46WCFns9vogqdOA2p956QpgmSkKmVL5HVC6xWr/CHj79B2+9S1PP8rc3XBnYHepHH/SPq9n3KZoXV4ibffvTH+LGPQPB07QYXM4uDZt5+j3iYZqipBqo6tIVF4YJ1ntDuIVkGaiZHqqq8e/AO9WFWSpREvLn/FqWtIiuVi0Or3BRFNtjvbHM0jCVESci9+ntcX3mZzeIWOT1P2+/hRT4lo4ChmJiqwee2Pkc/6JOmKYasoUsa5yuXuDvWjzVJIkzFHHUnEggKRpHv7H9/dMyhfczr+29zLr/E3hmDtKyWBcdmOVJZqTyFiCO0CKThzilJYly/R9s+wtCylDILaIpBz+9h+10UWSOnF3CCHo/GmoA3nCMKZmXq4bOcXabee0Jr+J0TQmK1dIHD3j5eEvLtJ6dxlJ7fJ5Zk7rQeDr6roc2RXeeXL//cwNIi6PGH298YHX+pdJ7FzALf3Bvo2bKQeXX5ebJ6nuu1Z7l18P3RbjJJE+4dvzuQaNKYOPZRFANVsZCHktMs36MkiYiSEO0DWl5baoYrizd4b8xTZzW/PpV7/2FiTvAfY4TvY4okp9A9vD2SX6IooNV9NCE9tO0DcnqF5M72iNyRZXwpJAomfxzd/j4btedQFR3LqtAZI4NACB6Ou0a6x8iKRoUFHo9ld7TsIy7WnuOgfvreJI05aNymVLnK7977nyNCaftd/o97f8ivXPtF3tp7feRpbqgW39n9Hv7w4ZOS8vbhO1TNCkU9S9s+mHgwVYvnURQd93AX7+h0+x+YGcTWJgczUhHTNOatJ98ZzeVc+RLHM+IGHafOYn6d95r3uTckMYDrlcu8svI8qqQQBn12Ww+AFFlSuFh7FnPpBXY725iaxUp+nXKmxte3/5QwCclqWdoz8uvvtR/wQu06lpoZ3QtJSFxbeIrgcGdQyOYPxiNAGzYdP+xuc3CSEeQc0bIPKedWuTlGSAuZZeQZEtss6aFkFDkYS8NN04SDzmOuLD3PDw5/OCE1VTILfGPvzYn3J6Ts20dkVIs/3fn2xPEFI883xmIRcRrz7f03Wc4uAelUzGQhu0Tf3sMbi6/kMsvkc6tIkvw+rf/UP9P0yw1d7KCPEIKslkVXDAw1M/CYGSuy09XMUM8X1HIrZPU8XuigKToZLYf6IRmLzcKc4D/GmJXnq0gqUhxNaOuykcHuPZo6Ng1D4vapcZRQFIJ0ulo0TsJRcDUc07JlWac9wzUySSIOzwRpAfwZ/uIpKW2/O7VaDJMQO7RHhAYDRz7vjP4LgwCmKZggd4BG5zGGsCbIHSB2bdQoRpc1/LEfbk7L0vOaE3OJR3r9ZKxCkmSaXmeC3AFuNu5wuXwBQ5LZbd0/PU8Scf/oHa6vvkJt2H0oTVOyacLPXvgSdthHl3V2ZujQGdVCUwxeXv8kPb9LksRktCxaGNOflS0Tx4ShO5URlDXL3DkeWBqoskaSxPSCNrXs8tQ5gsRnIVPjeChzyEKe2bbuhPjcKcOzdIan4uDBFMQBzjBlcy23Msixn9FAJEkT+qEzKNY7g6JRxLMH90oIGVU1cbwGlllB0zKYWpZKbo3GcNcjhMRa5SqqbIxW94p8mt3S9bu88eTbo+9XXi/w3MqLZLQsl2rPcdTdoe+1yZsVFvJro0rhE+9IhIQQ0lTc6cPGnOA/xsjoOW4sv8Ctw3eIkhBdMXhq6TkkTtLH5EFAKgrRZJMgdpElFSHE4IepSMj5HHF3kLKWRhEGBieUrasZZFkbmJRJw/Z5kookqcjKoNJTk0++6AJLyxElIcqwN6lAkDXLKLKGMwxMzoJ2cm4xyLUOh6tHWZLJaFkM2aTrtwe595JClERkVItlq0Y/dDBVa6pnKgxW44wF44SiksYxpAl6BK+svETDqRMlEQ87O5TM0sA0bQzH/X1q+VUOxshSCImiWeHYm364waCHp5jRwjOKA8LIR1cMul6Hnc5jOm6b5WFFp6laIAQ/ODJxxgjz02uvYA114/GHesh0k3AhyUiKRpSErJXOIw3vuR/5pELGVE1quQs4kYMiKchCIa/nOejuTMQHymaVtcIWbnCOIPbRFRMJicPONsuFDTRZIyUdVHhKKhfKF2juntoFHPUOeap6mXfqg2IrUzFI0pTlzCKGYrCZW2Mhu8Dt5oP/P3t/GiNbft93Y5+zb7WvvS+3777NnY0zwyFnSIoUtT2xFT4B7ARGDDt54UgCDPmVjcB4DAQwkATwK0l5kBhSXkQwECS28ki2dlPcOZwZznDunTt3v7f37uraq86+5MWprq7q6rFkiEPKeuZHEJiuW31q6XO+5////b4LQRyQ0/NsFNZ4NFoYlI0iuqRhyjqGarJcPMdW+zGapJMxSyiygYeAqpdxkpgDp0lGyWBFHnKs44cOppohU7mGJCnIkoooSLT62xx1j8PFlyhYcwiixOPmg6nFQ8/rst/fZaN8EVPLslK5nEYIjq4fSG9Ae/0dbu+/P/69jdJF1krnPjF74NP1KcD/LakwDum4PYaBjakYFLQciqRQz86T1/KESYgiqmiKThi4mJVlwthHQEREomas4kUufuQSJzGGkkHRLeRLGzhPNlEKeeIgQPQlFvOX8QWfgdvBj1zyZo04iZCQkSUDTS4SekM0PYehWzihQ0Ev4PsDRFEmY1bwtQJe5LHZfYYbOlStOpJskLfm6E5ktZaySxhGkV9Ye2PESoiQJYWeZ1OMDJ73FxEGLmG5RicKuVa9ghBGVGMNcTAApYIp6MRympmZMavIkkoUhwSBg6hqSKUyvqXRi4boooYVSQiGRiHwkMUEQVK5uPo6kmJie30qZprw48c+u90tZFHjQu0Gh/1ddMWgml3A0nJ4cTwzZJMEiayaRYhnbziiICGLCgN/MMU577ht2k6Lm3PPU9Dz/NL5r3AwbIz6+gVKRmHqOHEckiQxsmqSqa0zaDyDJEYQZbJzG8iqju+6DAe741WxIhlkMvPUc4tTwihFVHlu4UVuLb1Kx2khiQqJICJLGo3eNo1x319gvXqVjdp1mt1n9CY8dAzVpJ6pc2vuFl4c4EchhmJQMUosZObwotRtNKtmUCUZQ9HZKJ/jPz7+8/Exvrv7Di/P3aJslHihehkChyQJkWKfJI6Zz69i6kUedZ7x1uFdTOUpr83d4sA+ZH/EtW9xRMdtc6G0weHE7klXcyxWLjN0WxxO7Cwb3WdIkoKhFWmeEVJ+ODxkvXQeURDT/5/i19v+kDv7P5p67FHrPpVMKsb6SdSnAP+3oKI44n7rEd8dxdEBvDj3HBeLGzhui87gAFUxKOeWSBKNMHLpDCZXnDK5wjn2W3fHvcw2sCpfR8uWkAt5nMdPx89Xbpxn3318Ek/mD/ACm1pulcHBE6KRjWzo9FHMApVMmaMJfvfQaVIuXeTO3ttjgNnpbeFHPtdqN8maFcLIR5Y0NMViGDo8aj2YSkj6+YUv4Lx3myQY9YI7XSpzVeSNFYLGDkH3KCVz+i6Dp3fJnbtOrXSBTncTJ/KQRIViYQ1R0ehmJR42T0CtYJQ4H6j0xuAV0Os9pVK6DHEwEmelZm2Xa9cxtRymmqGcmZv6uxT0HF9Ze5Ovb34HL/IwZJ0vrLxOXssSRj4Fs0pnlHcLsFq5hKYYtPu7My2p49ViXsrTdDv86bNvpTutJGIhM8dX197AUgx8r0+vv0Uch1hmDcOskF+6hhs52KFNN3bI+DJHncdTLY8gchAlmaeNR1OvG8Q+XbfDeuk8XhTynze/ycAf8sbiy7SmhroJW80HLBfPEZwySNtvPWRt7nlMLcufPfyT8U5gwapzuXSOH0y4RpqKyc9vfJmHrenWFsDto4/42sbPstc8OU8dr0clt0Ixu8jd5kPujOwX7NBJM3VPCanqmTqNzvSxXb+HH7i0zmh/tfu7ZPQyJaPE/imqbcWsfixLB9IUsLNS0c5qI35S9SnA/y2ortfjezvTHOp39t+noufpj4ZofmgzdFqszd2i23s29VxJkukMD2YGVfudxxg5HffJxPNFAQ9/5rmd4T4lrToG9+MSNI3WqWg9SN0ST5/8jeEBduTiBi5hHJKVNAxRojFsTIE7QNjvIwTTg75wv4G+toTdnXYOJEmI4oBW7/G4TxzFAUethxTLl2dk+wU9z2BiF3FcXuhw0D0BhzD2Oeo+Y2PuBSBlpaSUOQFV1kmShIKW4+fPfZE4ScioFpkRNVORNVYrl6n5y4RJhBf5CJJKEAdT4RWnP0ffG/Dnm99OtQijp+0O9jkYHrFslmi1T4bU/cEOcRKRyBYf7J7cTM9XLhOcEQISR9EMhx3ACWzc0OPb299n4B/bH8+WJEr44RmCucjDC32+vf3WVJtnzqry7kT7AsAObJpOG/EMGwFD1vGD4cy51+xvI2s57k4M9z+upI8VsfnIkjozB5JFFUmU2ChfHCVNpf35jJJhfmSZfBz+fVqNqo12jadfT5d/QiR4PgX4vxVlh86ZK4XhKf+MhIQo8sdqvOMSBXnG1wRSpV8Shml60bhmh10nNXvhCGfwgEmSM6XZq8UN3tp+a+zEKAoib6y9MWW7e3KIj3He+5i3FhOeMQRMCCP/TDHSrKJRIDijjx9EHkGUSv/324/pOQ0EQaSWW8VB4Ftb3yUhwZB13lh5fQzwkPqId70u39n8zhj4lnMrXChfmPGEKRllTNWk6w9mkqIgHWK6p2IUIaUDbnf3pgbBXadFVs3inbIDUGSVuewi+6dYQVWrjhu6tCaOf9bXHEQBppanfWqla2p54iSmeUrBq4jyzE4FoON2uVK+wEenBFov1G5MWVuP30uSICAgitKU82nDbpHTC/QmmDRO6KFI2gx3XZIUyrklhqe+w3J+GVGUyOl5Xlv5PEO/n7b6tCwkEXvtx/ScJlmjTMmqo0/8fU3V4lr9Jnf23z+5uZYvkVF/cjTJH6/58H9l/et//a95+eWXyWaz1Go1/u7f/bvcuzed3u66Lr/yK79CuVwmk8nwta99jYODg4854v88y5TN9AQXRKpmmfxIoq2f4bkRxiGGUUaStNTpTlLxgyHFzDxzmRUWsusUjRoCAkVrDskwkCsl1OUF5EopHUBG8miwKo/pZjmzmhqTaRmkfAXZygMCkTOkVFjDtOaxMvMYRpmEhLxWQBZHxxEkZFEGxCmb3TiJeWfnHSqjYIzJigxlrJAVNA0pn0OulhA1Da14So0oTvdHRUFCHFkLa5JKRs1hKhbmiI2x198jm1mYPgbJmW6G4miIeNTbpOek7ZYkiTnoPkGIg/GNzAldvrX13anMWCdweHvn7Skg3+pt4oQOn1n5LFWrRsWscrl6jRvzt1AkFVM2xn/fySrqhZSlIchoWhFVzSNJBppeYM6qcKG0wYXyJWRRpjFskLHmUKx50CuoRpWsWUNXLDbKF1nOr1PLzKdircpVCkYRRUzDOKzREPdpf5fCKPAC0iH6evUKll6glD0JA1Flg7niBoZisJSb/k4PnRY1M/1bSYJEXsuhiAo1q0rdrPDL53+eN5Ze4fWFl/iF9S+yml8iY5Znbr4Fq05Oy/Jy/dbU44+7W1yoXmUht4wsyuS1AtXMHAuVy+PISAGBamEdXUmj9paq16gXN1goX2K1fgtTyxHHEVEUYI7cOCtWFQmBJ4d3OOg+w/EHHHaf8fjwNv4Ev14UROZzi7y2+gYvLH6GV1c/z2rp3CeW3nRWCcnH7gc/+fq5n/s5/t7f+3u8/PLLhGHIv/gX/4Lbt2/z4YcfYlnpnfCf/JN/wh/8wR/wO7/zO+TzeX71V38VURT59re//Vd6jV6vRz6fp9vtksv9+FPL/yZUFEfs9ndxApue00aRVKqZOeQoIgrtNOTa7zP0u6zVn0MEHOcIPxiiKBa6WgDXw97fJIkjRN1ArS2i6BZilODs7xB020iajlaogqRCTsH3esRxgKJmUGSLkISdzlOOBvsYislKfh1Z0fjh3rtj9knRKHO1eoWsXqDldjiyj/Ain4pRpu20+Ggk9JFEiZyaww5t3lx9k4PhIVEcIAsikihTNqoYXkLk2oShQxx6KNni2JUvcAeEkZdS5FQLSTfodbdAUsaBJ4aaxdQKRKGDO2ySJDGJahKLEnmzRBgMGQwPEUWJjFlHEBW2m/cYToSYLJUvYWlF7u+9NbMVt/QSH/X2pla+P3/+ZymPBmxdt8ufPf7Tmb/nteo1LpQv0HHb7HRT0ddifoW8kd4U9waH/P7jP6WsF5gzK2TVLOeLawhxSM9p0rEPkUWVSnaRgwmDL1GQsDLz7PX3CSSN7+69S5TEZBSTXzr3Myxk6zSdFh8c3mXfbrCSW+RK+SIFLceR0+JpdwsncCjqBR61H1M1y1yvXMYJXfqBjSoplPQilmKk0YRRqhzOjQb+TbvF3vCAKI4I4pCuN+RW7Qpb/R2COOLI6TBnVljLL6Vzhs1v4Uc+uqTxS+d+Bj/yOBw2KOoFLElmODygYM1hGSWGfqoeVRWD3WETUzWRBBFDMShqeURS0zBlQugUxQGCIKHKOlEUcNB5RG9imLpUvoosyXR62wSxR86spUN6WaPvtHl0Rm7sufpz5H4CA9S/Kq79VFs0f/iHfzj18+/8zu9Qq9V45513eOONN+h2u/zbf/tv+d3f/V2+9KUvAfDbv/3bXLlyhe9973u8+uqrP423/VOrKA6JIj9lW0xIpiVRIokjnkz0IHtOm5frz+O020R+h6yZo1a5gSQqNFsfjY23gmCImug4u0/Hvxu7DsHBDvryJfpP7hM5I5GMPSB0bLJXrtPtPBxv+X23hZVf41HrEZ1R+k/gdXnWfYIoqVPUwrbTTAFPlPnzp9+Yovt9fulVVEmlnpknEkW2BgfUzSpeHFLRczw+vDOWomcVE9Mo4Bw8Ig7T1kkw7BLafZTaHPvDZ6mFgSBRLayRQUc1ijw9/NEUEJ+v3mTQmGgF2B1ytYupzBwR0xIJI58I0CWF5cpl3GBIGAVoioGuWKmLoKSdkfakjEVXkLYkjimfkAZBTypVjyur52i7bd7e+u74sb3+Di8sfoZqps58psbfv/iLtPrbOF4Xgxghiem7HQ5Gw2zDytI6xXOPk4gk8slZVX5vgqEyCGz+4Ml/5n954av8waM/HbeAPmj02Bsc8NnFl/mDR3861cr6ytqbVM0ybbfLHz7+84nYxRxfWX2D++1HPGyl6VzzmTlu1W/w7a3vjI+tSipvrnyejJbl4KDFR610uHu//RhRFPnGRJTjYqbO3aOP2BuczEUqRonPL38WSZT4aO+H2CPvIVGQmCud5z89/YsxnXYjv8qby6+ij8A9jCOeDg75+u67DEOXLy68wLpZmgL39HkejfZ9jhtSrd4mYeRRLqzzsb3An956+cz6G9WD73ZT3nCplN4B33nnHYIg4Mtf/vL4OZcvX2ZlZYXvfve7ZwK853l43slF1evNKv/+WyzPH3DYfoQfDJBEhUphA8soIggibuDwcELiDnC+cI7BzsPxCRfaPYZ7HpnFjVOpMwKxf4Z4yXOIPHcM7uNnCwJBMJjpZ7uBPQb347K0LJvd2QHr0bCBG0dT4A7wzsH7vLLwEu8c3uXDEY3tQecZJS2HP9yfkqI/adzhRvnWGNyPK5FE9lv3CUZAkiQRh+1HaEqG1mB3CtwtvYDbn2332d09RMWg0dvicGJAvFi6QCk7T1Yu4QUOHbvJ4+Z9cnqRemGdraMPUxWjXgRS06zhxHD41aVXpnrwhmLwwsKLfHfrO2PwXMguUNSLU2rS43rUvE/RKJEkEbvNj8bCrYHbRB0atCZ637Kk4sdnicwChjMOnGl6U9vtntnfv9t8MDOn+OHBbb6y9ibfmgBiSCMS94eHPJjon9uBzaP2k6lj+5HP/dZ91oobY3A/Ljf0po65kKlz5/DO1HOOnBY9f4AqimNwByhYNf5i+60xuAM86j7jUmmD86Pv/klvl//ze/+v8WvcbT/lXz3396aOL4nyyPRuGrB7w0NymQW0kbhscnalSCr6x4SI/LTqbwzAx3HMP/2n/5TXX3+d69evA7C/v4+qqhQKhann1ut19vdnWQ6Q9vX/1b/6V5/02/2JVhD6HAwOiGQDRRAJ/B4HrY9YrN5E17JpuMIpwFUTcYaNEQdeOjQlzVUVRSUNJ5DOGMWcwQoAQBLPsOjljAWNgBvY5PTCjB9OxapxcIZlrh2kmaEftqcveOkMKTqkrJWZ0lQCexakgsjDP8XwkQQpFTad/ihxiBvaU+AOsNN6iKXnUSWdZ62HHI0Atee0yBsllms3edJ5xrsjB8g5a46vrH8JN3TJqCZt+4gP9t5lLrtAwSihyho1q8aXzv0MQ3+Y2vOKMiQJ4hnjsTAOSUjwQgddzaCpc8RxhCjKyKdUkgO3Q0YvMnDSVamqWEhaFkXJUI7jGWWoIspj0dPU1ympM8N6SIe6QezTPyX8qpgltk8NabNqlvYZA+Aju8VibmXm8dPUw4/rIodxiHTqexIlhe6p4TFAw2lyvrgGwDf33p/67FES0z3lTZPAf9GjXZV11qvX8YIhtj8gjEKq+SVUxSAMPfxgSJxEKLKJOrIt+GnU3xiA/5Vf+RVu377Nt771rb/Wcf75P//n/Pqv//r4516vx/Ly8l/37f3Uyg4c3jm8wzd23iGIQy4WVni9doXQPiAIHXQti6boLBfW6LtdTNWkZbfGp68oq0hWDqKQYNhFEGVy1jJJEBAHHpZRQpA1jPrycapYynKRZETDQi2U8bstpHyRRFMQHA9FzYJ9gKxYiKJKGA5RBJjPLaeZk4JIHEeossqyVqDjtMYBF7psULVqyLKOG7pUjBKQsD9skI68BF6oXqGk5RmGDu8d3eMMGE8/m6aDICIZFqJhELtu2r6SdHQ9T5IkOG6LOA7ToXFmnqgXoioGrj9g4HYoFzZwTnnh69ka3pk+PglhFBAl8Rjcj6vvdmg5HT6aaJPtD/cxFYOrlUu8vf3d8XdwMNjjQuUKq8VzCELao1ZFmc3WIxqDXSRBYqGwhiAIHIxeRxIkVgvrKJKKHziESUJjYpVcsurUCxt44QBBEImSGF3JpJa2oc+B3+fhzjskJFTMCj+39gZ//OybbBRWyCgmc1aNslHClKdVslESc6V8AQSBlVF60ZHToqgX0CSNLy6/ih/5IIjs9A9oex3mcsupA6RewA1dDoZHXCyfQ0xWgYSO1+dx5ykL2XkKWo6MYuGEqcAuIeHQbnKpuMGB3aCo50kAXdZwQ4+aVaNsVkhIzbzU0aDdUrOoiomMSF7NzoB81SiP/9uNZo3G3mk+4kvVi7QHKW8+SWJMrUh/sD/tiZOZR5ZUBvYRjc4j4pGXfK14AV3NEIQO+0f38MehNQLzlStT4SA/yfobAfC/+qu/yu///u/zjW98g6WlpfHjc3Nz+L5Pp9OZWsUfHBwwNzd3xpFA0zQ07ZM30v9J1WZ/jz/b+v745/udTTZyS1zJn0ORtNEKTmItv0xPkghDl1phFdMsECYCrhTQdJpIkkxlYQVBkvAPD4ij4751Gy1XIw59ArsDpHL23PwlJFnGWFjFq+T5sHWPoT2kZs1xXhDJFjboDvYI/C6mVkTTS9TULO9sf39KyPHS0qu8vvYmtm8zDB3COMIJPXJqBiVJxnODmlXnYvUyYRwiBi7b9hG6rPPV5Vd53N3mlcplEqJxnqogyMiaibF+kcPeJra/i2FkqRgmSZzhYfsJkiixnF9FSSI01USMZEw9j+sPyJkVTDWLouYQCgJObxSflptPffCj2V2AgIAyyo49XaaanVm5AuwN9pmzKlMJTpAGP9Qz8xhqmuO623lGYwQuURKx1X7ERvUaiqRgKCZREqPIGu4ICKetbqE1PKCSXWSnMx26vV69RixIPDg44Zsf2UeYssH/+tIv8bT1AC90UJIIVZT4xY0vc6/5iIKWoTSKxEsQ6djNsdNl2aiwnl/mfvMjnk0oP5dyy8xlasxbVd4/eJ+Pju5iKAYvzr2A7bRojbQFumLx6sJLFIwShmLwM6ufY3uwj0C6Y5gzK5iyxrPuM5p2E1UQ+MLK59nq7/Kkv89bmynBoqqX+OXzX2a9dpPbR/c46O2xlKnz5dXP8/uP/gRvRMHcyK8yN/J5D+OQry59ho3cAo96u/zw6D4J6c6jWlgjb9VGASAaiqQzX72BFwxGMYM6mmoRhA4HrRO2XxC67DfvsVS7ieP1J8AdIKHRfsRi7eaYufOTrJ8qwCdJwq/92q/x7//9v+frX/866+vrU//+4osvoigKf/Znf8bXvvY1AO7du8fm5iavvfbaT+Mt/8Trbuvx1M+/tPI6a7KG193BAzSzhJ6pcdS6N25jRJGHAESyQHMEOkEE2+37rBevjMH9uLzeIWZxcQzwSRzhtHeR6xvYeLyz//a4B7vb36ZuVXGHJ/3sXrhHGAfYiDMqvTsHP+LFpVd49+BHNEZDrJyWYz27SGsiIPpweMBKYY23d98eDybd0OXe4Ye8sfZm2paaUMPmzSp5s8iz5odjnxkvcDgc7PFspFQM4oAHzXvcmH+BOEl41rh9Yn7l93G0AplqGTM/h6BnsIMBNpCMvFXmixvsjdpFAgLLlctoioEUh2S0PAOvi66YKY0uDshreXb7e8xl5shpWVpOCxDGoRSTFSUR8Ug34Ec+h4PZvFzXt4mSeOwpD2mS0lp+dea5oiDiBIMpcAc46u9yFMzerLb7O1SNEv2RGdyz9iO80OVS7Tq3qhc4aN5j4DWxBYlYL7M5MbBtOkejfNan08fsbfHm6hf57vZ3x9qFIArwgsEY3CH1UDf9Ppn8Mg+7W/x/HvzR+N+yisXfv/QLfGfrO+Phc9ttc2QfUc4sTLXvGm6L3cEB7x3cHu86Pmz12R0e8t9f+iXswEaTNHJaBl3W6ftDvrP7Lu8efkhCwnJ2gb9//stEScJnaleRRAljwso3SRLC2KfZ3SSKAxTZoF66QHjGzT+KfcLIxz9DsxFGXtpO/PFnav+l9VMF+F/5lV/hd3/3d/m93/s9stnsuK+ez+cxDIN8Ps8//sf/mF//9V+nVCqRy+X4tV/7NV577bX/2TBoyhMJ9SU9z4qaIZkQbnh2C1G1ZnrUoqTQ6E2zKADiM8DmrAq8IXEcjXzPp48tJPHM6wXBkMEZITpOYNNxumNwB6iaFQ4GszOUYTDAizyyapa5TA07cNjt7yERs30qI7VrNyhZc1MmYpZR5Fl3Nh5wr7eNWpBnDMdsr4MX2viRxEf7745VioIgcmXuBSrZBTJ6kSj2kUSZOI4Zen10xWC9epWdwT6PutsYss7F4hpZ2SKrZtjtbXPY26VolNgon0cSJR63plWWc9mFsaJRREQZ+eNMlqaabB59OP1Z+rvUM/MzPXRZVPHPAHI3GFLQS2yemidYioV/2lKgv8N6aYPD1n2i0epXVSwenhHWPusOOXo8cqaEaTkth+fNmp517CP6/pA/fjbdku0HQzpuZ+b4YRzysDutwAbwRs6TU8f2eniRz5HT4aPWQ0p6gedr19m3G7wzMazd6u9S1Qv87NrnzrQc8IIhe0d3xz8HocPe0V3qZ8QPQnre6GqOLtPflzpqlf006qcK8L/1W78FwBe+8IWpx3/7t3+bf/gP/yEA/+bf/BtEUeRrX/sanufx1a9+ld/8zd/8Cb/Tn15dKq7z3f33cEKPi7klpMCe0YueNYBM7ViF2dmnrHDSbE9LUg2iU0Mm1cgjSjKi+FfTwgWhSyW7zNapi7CemZvpeQ79IaZqzVzEqqTxXO06ugCu1yWrmqwuvvyxjLTT/5AkURq0fKppr4jqx9LXhESg7TTG4J4eJ+ZZ8z5X5l/A1DI4/oCHBz8ar44LRhlHNqaohj84vM0/vvLL3JsI1D4cHjDwB3x25XWeW3iJB427uKHLQm6J1eLGOBRakVXWy5e4u38S5CEK0pn5oAADf0glv0arv0UUh0iizGIpvZHsn7qpq7LJXHaB+62H492VgMBz9Rs8akzfPARBxI8CIjVPlMSYokzsD8irWRrDxvRxRy6ikzcZURCnaKCQirnk7AKcuvcYipWGryQxX1z6zOj1hfT1R8Pzgl4gTmJ6Xg8ncJjLLXFgN9nIL9H3h9zrPEOeiG08NnZbsOrcbnzEvVHg+ZHTwg1dhqO5Ss0oo0oKe8ND7rYf8frii2Qn2E3HFZzBKIriAFFQ0E4pgQuZJRRFR5IUirkVgtFnSCKPYnaROHRTSwNZQ5K0n9jQ9afeovnLStd1fuM3foPf+I3f+Am8o785FScxfW+AQMw/uvLL7AwbyELKrThpsaRALYkKhlElGakziTziKKKSW2HgtMhpRQQEhuEAUdHILVwidIckcUgchei5KsPmFoqeRdGyIIiomZSCmdNyvDj3POKoobA/PEotgk/5f1t6iYxe5PmFFxn6Q0RBxA1sVorncEKPF+o3x1Bwt3mfjfpzdJz2mP2jiApFvUjL7zJwOkBqn+v5A3K160iijCrrSILM0E9j/lTZwFCzOKMLrW+3WC6s8bh5n/mRelFAoGhW0GUVUZSnpOzGSL04OMPW1wkGRHGIKIjsdp5OtT5iUeHPJ+YiAEEc0nG7M712OxhiBza1zBwFvUgUB0SRj+00CAIDQ82hKjp5o8yNhVdwgiFREmGOgiROWxYICERJzHf33+NK+TxZ2UQSZTQlg0DCRu0Gh71t+m4bQ8mwWr6ILKl8Yfl1wiQkTBI0SUOWZOr5FdwoQJMUevYRi4VVvrHzAzZHK3ZNUvnK8mvUBYHN3nY6TCUF0pyW56XFl/nhXhracbV8mZJeQBElXl9+na7XTaP1RAlNzUzZA2SMErX8Krqs85WVz/L1ze8Qjj6jKetc2vgybyy9QhLYgEAi6zzsbHKxsIoBHNmHVGWda+tfpKAXeal+E0vRxowiVdL4w6d/AUDNLHNpZIucUbK8UL1EY3hIGAXcLJ/nyOmiiGfDoCikPvSaXkAQFaLATrN+BZFsdgUpGCILEqaSBn+IgoQf+zTcDvu9dCd5vnwZd3iIf8wiEkTyxQ3UM9TIn0T9jRiyflrTFcYhTzrP+MHuO0RJhCqpvLH8Weaz8wTeAN/LkAgJSZIgCTKJpLAzOGA4ArqslmejehVFkFFdH7+ZtkMyehY5EXF7h3jdBggCRmkBSVbJlFexd7dwDtIVYFz1MOrzJMGQ2N4f7xqW9CKWlierZekO94kSCCSVSNI5GOzxYKKlsJxfI4wjvj8RlCAJErfmbpLT8ryx9gZeYCMIIpqSKg/tifZTWglh6HG+doPhsEGchFSsGpJsoCsmy5Wr9JwjgsDF1PNosokxZ3Hv8EcEkT+ycBCw8iucqz3HYfcZfuiQt2rkjCqyrFCyarTt6RVqwayiSCphHNI/xe8XRQn7jNXdx3n0HG//ZUmhN9yfMl9TZZPF6lUQBPZ6W+xPODRerN3gM0uv8e7e23ihiyqp3Kjf4u399/FCD0WUkeKA0O/SiVP3zb3OY/JmjSsLL6HJBn7kc3fvHdxR2ySrFzhXucbTwT6/9/SbhEmEgMCbiy/jx/EY3CFtf3zv4AO+MH+TN9fewAt93NBBRECTNSpWhYJeIIlDDpr3aDgNFMWkL8i8P9EKuVW/ycX5F/D8IU4S8fbBbb5+cJtbtWvsDg7G4A7gxyFSHDKYnEl48Hz9Jvdb99kdzZS8MA2Tf3Xlc7h+l90Jg7kr1auU9AKiIHIxv8pHo53K83O3eP/g/XHLcX94wAtzz6OPRIMDf4gbumiylloXywZqdpEfHNym4/VYyS7wXPUyHb/Hd7e/N95pXK9d53zpPBLQshtjcAcwRBnfnqAJJzH9zlMKlctIP4Gh66cA/zewOm6X7+28Nf7Zj3z+YvPb/OL5n0MXJYbOIfGoRypJOgNPGYM7QN/r0ho2qMhZ/P7JIDMOPbzeEV53dMIlCU5zG0nVifpDgs7Jc73GHpKuM4ime+W+18ayqmhaHjmu8sdPv8Gj7ha/uPo6rVPtgSP7kCBJpgavURKx19tlfq7M1uEHY1BUZZOF8sUzvw9FUmi2HnDckvH9PsX8GqIooYkGZpxna3jEbn+bxeIGz9qPxsZgCQlPWqkYqWCWKOdXORwestk/oBonVKmSN0pUMvNj6qOhZFgopMeXAFPL0ZsYCLtul1uVS7xzqsWR0bIYiokzIW6qWDWskcdNELq0etMzAj+08fwhAUyBO8DDxh1eXP4cry1/FidIAzgyao7PLb+GHQwZDnbpj4Db8fsokkYlt0Sjt4WuGNTyq+x1n43BHVI655HT4vce/9kYWBMSvr7zFr987mdmvvsjp4WmFhAQeG/v7fEqXhZlXl1+nayWY+/o7nhnJGl53t9+a+oY7x38iPnsHKpq8h8/+p/GPXM/CmYMyC7kV3Htad0EgBsOx+B+XAkJbac55V8EcO/oI16u32QY2txvpMyfjJqh7bZn5kkfHt1lObdE2+vy9c10sKtJGm8sv4qlWPzxs2+Nf+dxd5M5q8rD5v0xuAPcPrxN1axSMkscTLxHWVQQzki5iuOAJA5Ty49PuD4F+L+BNfBnh1JBHOCGLkISjMEdQJJNWmcOwWw856SVI0gSqpEfA75oZPF0HUgIopCwOXtR+a0GSsXE96cvoOOL+YOjBzwaKVWlM7wddUmnfYagKadl2B/J2MevFdoEoUvBmqMzwbjQFGv0+tOr425/G10vEkYhH+29Szj6ToLIP9Py1g6GaIHBOztv0xsxR/b6u9SsGs8vvMR65Qq17CK2P8Dx+zzaf5/l8gUKZpXF4rnUWZMYxx8QJxEv129gKDoyErqskFfzFPUiry6/xm5vlyO7wXx2gXqmjiqro+8tmvkcAHES4p8l2kLAC2zuHfyIeAQUBbPCRuUKigCtU4yNIPJQxHSY1xzsUbTm6NrNmaP2/MGZVE//jMcqegld1nnQvDcGdxgNPZv3uVm/iTuxuPA/ZojvBA7DwJkaiO4PGyxl53nUOZnbKJJ8pmMkSTLT84e0ZTUj6EtiCnoWwTvZVUmCRHjGdxzGIU7k8SdP/2LcXvMijz99+g0+t/TKzA0hTKIzHTCHwZAyZTJqbuxeGcYByRm2x6KoIHxMW+jHXZ8C/N/A0s9wLRQQ0GWN0J7uF8eRR0bN4oUOAgJZvUCcRGiSjixqeLJIi4iW16MqhhSzBZIk4b3hNk9b6YpxIVPnpblLxJ5LT47wk4i8qJMLJcJ41t9bkjS80GOrv8cL1Sv0Axt/5BEzeUH0/T7LxQ0ap9ofVbNKd8JX/bgGbotqfg1dy9IdHmBqefJmnaF9IirStFxqbxwM0h3IqGctiXLKQkkSREEaA+L492SNvtcbg/txHQ4PGfh9clqW7daDcT8f4EnjDpfmX8KJA/pAEEWslS9R0kvIksyqWeVu4w6tOCTMzDFvlcloWS5WL3GRSzOfT5E1FFknCF0kUcXSiyQjtWNyBmjMZRd40rw39Vk69hF9tzM+R3Q1izSynw0nbsSqrCOJMhktT/vUithSTMp6gVuVS8iCiBsFvNP4kIKWYzEzx85gH1M2yKoZPrf4Moqk0DmlRF3MraAqBg+7W1jWHInXIwgGqKO5x2kgNhUT59Qg/8BucL64Rs8b0BjtkKIkwbLqdE/tBg3F5HzpIiExUZIgiyJ9t5vONU79rXXZIKtmUSVt/F66Xpf14hpbp9hEl8qXcAJnZnaSxg3OLlqSJJk5z9PX1BEEgbn8MgeD3TEjqu32KWt5Aq+LKCogiGTyKz+R9gx8CvB/I6ug51nLr9D1erihhxM6PF+/iamY+HoxJYmIMklgEwYD6rlVBEGgZpTBTYdAhlnBR+Bbmx/wdGKF/3z1KhU1y9OJdsDu4IBOcYO3+x/SHF3IAgI/t/omi+YifaeFT3piZ5QMsmzQ8wcsWGUedTbJqhaapFMqXmKzfT9Nj1cy1DML5I0irVwLQ9awFBNZUsjrBQI3jz0CW0EQIUmw9CKKrFGwauiywdBtM3AOMfQSvu+kUX9umzj2yJmp0E2RFFYK59LIQEmlYzdZKa7zdELlWTDSldVZcnlIV3x+6E2B+3H1/CF//uwbY8B60n3Gmyufw5B0PpgQDx0O9rkriLyw8BKSmK4WW06bjtdDl1RKRpGMajFfvkzfPiJOYrp2A1EQMUMXQ8txvf48fuiQCNAYNqhm5mmM/nbHVsa2P2Dg9cgZJXLZRe52d3i0f4fr5QusZOeQFQtBkJgvnkORVRaL6zjBkKxRJiJBEWTKepEvLrzI7cMPUgGVqPCLq59nzqwwt/YmUeiSeEOS0EcTFYQkZiG7iIjAcn4JRdR46/AOuxNU11fmnqMoG0Rel9cXXyFKghG0CsiSRk7Loksqv7j2Jn7k44Q+bx/e5n7rMb+w/kWcyEMURApaDjFJEEjoDfYQEMnnFtHVDBm9wB89/fp4BX2pdB5NMbg19zwfNe6ymF9CEVVKZhlN1pBFmc+ufJaW08INXHZ6u3xm4WWaTgtDMcgqGWpWFSf0uFm9hiDAZneb9ui8zKlZKkaJxewcsihzODzCiwJemH+BDw4+YL2wiiqpRElMYURnzmo5nl98jYHXJSYhq+XQJR0vtBk4beIkIkhilJFA8ZOuTwH+p1xxHNH3uhz2tkmAenYRS83wUuUKvttGkNSRh4iFIAgMo4D7nU3cwKFi1VjJL5FRs2gZ8AbpKij0evTdLm5+kbJRZCE7x6POJgf2ER2/T3/UsyzpBSRRou106Xg92m6HS8VzzJllgjjk3cM75Fde5XbnGT2vhx/5rBXWuCIb3Gk+5F7rMW7kMQiGHNhHfH7xFV5eeo2B08L2uihCjCKKXKte4dHhj2iNfFGIPKqFdQ7aj1G1HMPQQRYVGFHsHK/HTmPSXGqH5epVuu0T0B4OdhAkld32gyl+eyW3ih043Fp8BTd0UUQFS8uiyTqZODsO5T4uXdaxVAshSWbSdww1w5Pus5nV6A8P3ue5yvWZv+Vefxc3dLDUDE+7m/zJ02+M/23eqvPltc+TUTMM3DbNzskKdad5l/Xac3j2/sjgCpatOqZsUjSq5M0SvdHNqZZdRFMMVFnj0LfZ7O/x86uv0+nvctB+SFcxWa9eJ6MVANAUk1x2ge/t/CD1bhEk3lz5HO9P3JyCOOBHB+8xZ1UxRBm7+TTtEQO+3cTILTCfWcASJTr9HUSzNgXuAG8ffMAvX/g5LEmlZR/RmKDLLhXPE0YB2+3H4zmHJMr8nXNfQlMsBIHRKjpABEpGkXx2EWuUfStJKnZg8/Wt70y1R+61HnIuv8JqYQ1V1vnO1vfxRjeKVxdfpuP3eXs/Harm1CxfXHkdQRD5YeNDdoeHlLQCX1p5ne3BHj9s3CFJEi4Wz1G3aniRT0bNcKV8gbf338OPfBaz81worpNTM+RlnUb3KZHfJW/VII5xA3sUNalSyy6MdwC21+PpwY/G51Gzv8NK9Rq5M3IOftz1KcD/lKvvdri7/+74Z9vvcz6/hjPhdSLYR2iVS/T9Ie9P5FcmJAxDH12JGUY+B9EgvUnk6sihTxC5OF6bztDjfHaB84UV7rWfcrW4zrXyeTy/R5zEXC9foB84fHnls0RuB9c+RBIkXp27wdbwkIPAI6sXWdIL6KLEs94zgmDAZ+rX8eOI7+2/R5zE1I08u617Y/6w4/cIo4Cu055y3TvsbZPTS1hWne9tn1jiKqLC59fepH3K5laWFLxTrRVBkLD93ox4qT3YZaV2A0PNkGfEtnA77LgdMlqO11Ze5/bBB3ScNhWrypXqVQzFJEkSFgrr7EwoJVXZwDtjhhBE4bivPlmqpCIKEj1vwF9sfW/q3/aGBxzaR2iSQqs3PSzMGCV6/e0xuAMMhgfoWp5aboGPJnzHm8MDrs6/iBv6fNh8yKv1GzS6T0/ycQOb+4c/4kL9Fh81H1A2Sry19864pRAlES33VKQhqYWuHTgogjgG9+NyenuYeobOaIB4Vq8+SmIiEmJg71Tm6Xb7EYqiT/n3RHHITvsRa9Vr/NHjr481EQICX17/Ajkty07/gL3hPnNWjaKeZ3CGSrTldigbxTG4w4hiHNi8tXeiK+j5fb65/X1qZoXdkfndILTZ6u/w9oRz593WA16df4EX527Sdrt8Z4LssNPfQ0Tktfnn2G+fxDwO3S6a0mK3/Yg4SdPAlsuXKFg1REGkc8rPBuCg8wRTyyN/wgKoTwH+p1hxHNEcNijlliEBx21Ty9RxJnxGJMUCxcQL3LGvuiiIXKxeoTM8ZKf1ALEsTIlWOk6TjdoN3t854WrvDXaYy8xjyjrr+SXu7r3L8cCvYx9xZe55Gt1N3JH1qiTKPOzv8XsTSsOvLH0GMbTpjnYAB8NDinqRa6UL3Gk9QBGEMbiLgoRhVHAFCUnNosVBatQVh5C6ytDz+1ysXKbndtkf7BHEAV23M1ZRTtep4ZooEZ5hCJYKUdKtbxgFPGne53CiRZXTi7y4+BJJAqqkII2GXYIgUMkuYqhZBm4bTTHJaAVUvcXOqSH25fJFcmoWVVKnBo/X6jcwFIOh3Ro/ntOyrOeXiZIYJ3QRmHUpNNUs9inzMkhZN7tn2C3vdJ5ysX6TgpZDE2XsmcjBkKPhIU86TzAVY6ZfLAqzrQEB0GSVJJg14jqONhy/X2nW68mUDTKKRRDMzmwUSWHozdp2R3HITn93SvCWkLDd2+HQabM5uqF82HzAZxdemjFCgzTY3A6dKd99VVLH2bGT1XLbrOZPvK4WrPoULfS47rYecK1yaWqXossaQRTS8boMTtFmC9YcO60HYxBPkpjNo7sYioWhZadSno4rjIKPESj+eOtTgP8pVtcfcKe3w732EwRB4FblEnVJG7MIJKvO5mCf/dZDDMXkYuUKhmJSsWoc9rbwQ5ecXqIxkQYvChKqpLI/nPU5Pxjs86W1L3DU2+Y0YHqhgxsMUCQNWVIRFYs/ejidNlTRsjw5FUbddttcrFxG6ShjVaEoSKjWPP+/zW8zCGxeqFzhcmEFN7AxZA1dNrh99NFYHVk1q5wvX+Bh8wEHw0PWMnM0J6wJwshHVfN4zsglM4mJIx/TrNM+9X4svTg2dbKD4RS4A/TcNm5gI0kqz1pPORo2WMguMpedx1ItMnoBQZRJSJAkhXqmxmtLr/D+/o8Ik4grlUusF9ewFJPXV9+g7/UI4whLMcmP+rCWYpBTsyxl50EQuH10H1mUeLF+kzBJqOZX2Z2wLggiH0nSTvn0pxTYMAmRRQVV1nACmySJieIASZB4ee4m/RndwHEJFPUCeS1PSS9OpUod2Ues5lfYHxywnFsgjCNyWp6MmiURZNRsjXikYBajiDhwUSQNSy8SRQGR3+ez88/z1ug7qZkVvrj8GpZiYJ9BC4yicDxDmPpbqVkazuz7V2VtDO7H9e7BB3xx5bP82bNvjm9Yq7llqmaFMAqnBGFhHI657VPHnTCKqxplVrLzRHFEcyS4mzOrXCudw5A1hCQiq2aYz9RZyy3hBA6KpIzcSlUEQcRQs0RRQDL6nyhIFK0aqqzjBjZ+5GKQpZiZY3Bq11TKzv9EzMc+BfifQiVJQt8fcOS0sEM3PT2ShHcbdynqec7pReIkoRO66ZBGNtjubfHD3R9wvXYTSzYoKhZhHDEMbbzIZ7GwhiwqhHGIKmt48bT60VTT5CFLMdiPAwpakTljDjFOiCSIkajk19JevG9T0zVulS/wvZFgxZT1MQVPAFayS8wZZYIkRpI1/lcXfwFLsShkl0lEiR27RZzEXCqsUpI1nrYek9GzdJ0uumpOSd8bdoO8nsOQDWpWjaxZQRIkhm4L2+tRyq0QIhDrZUgSDFlDEWUUNUu9cI6j3hamXkRTLHJmeWwBEJ1JPUwNsN7a+cF45dh0mhwMD7hZv8nD5gO2Ri2iqlXjxtxznC+eYzEzTxqebaShJ1FIw2nxvd138SKf65VLXFYMspKMoRj87Pqb3G894r3RziqIA7618xZZ1WI1u8hqVcMLbOIkwtDyiGaFRvMekqQSxyGSqKApBsvF8zTsBkN/SC23QhR5FM0Kkigxb9UwJS2duXid8ecrWXXKRomsrBPFAS/WbiCKMrbfJyHNli0ZJa7lV3BHIeFWpoYI+ILAgX1AMPKpUWWD+dIlen6Ptj9ElVRKZgXRbvJ3Nr6MoejEfh93sEPH62BaNdYqV2gPD8kZBUjA0HJoiknBKNNxmmMLhoXCGoY/4Mkpe4vj8+xYUOWGHm6UCru+dvGX6Pq9sR2xIevEcsznVj5L22njhA5POs8wZZ3PzD+fto7iGFVSyGtZNnu7vL7wIm5g87j1EEsxeXPpMxw5bdaMAo5zhAds2w0WS5fwQ5cPJ0RbpmKyuvJZStkl+k4bWTbSkBfFoppdpN3fYWg3UGUDWUjh1dILzBU38PwhumIgSiqWXviJ2BV8CvA/4XJDl4+aD3jv4DZRErGUXWRl4UXut59QNUrs2UdcX3qVvtfj8OhuauUqqVysXOJZ+xllLYfX2kEIPVRRwszXKFl1nrbuY0/w51fLF8lreQp6nppRIg5dNDUDScxibo2k0yLa3SUhTV6X1zZ4e+/9cWthb7DH+cIaR26XW5ULRFGIE9jcqN2kpJio/R5xt5Mydko5VDXH1mCbt/d+OFbffmX5VUhAFgR8Ep72D5izqpS1zAzV7HDY4FLlMlWjQmIPodHEIqFcvYgnw729d8ZbYFGQuLzwIoqikxfnCAWJ+427eJHHYm6J1eI5TNXCUAwUUZkazAmjTNfTPjhtt83B4GAM7gCN4SHP2k+4UruGoRgc2E3ebdyn4/VYz6X+LseMi7f23yNKIl6ZfwFBELAUkwen3BYB7hzdZ8WqEXldYreDJBsoRglRMigVL+D5PRRZR1Nz+EnMD/ffGwundvu7rObXyBtFwtDF8/sIgct6aYMgSeg6LSwthyZrHDbvIck6gpIhCR2yeo7+YI84idAVi7ykMBycMKm6nUcUi5dpD/fH4D7+HgZ77E6AcNs+4trCi5hqlk7nEd6o/RKGDo7bplS+hOP1xoNWTTZZqV7jfOUKQWgTxwGybKAqGTTF5PNLr6axiEnMkduhblV5qXaDvGoRRh6KpHHgtMmqGQp6npJRmHp/LbvJncMPGPoDTMXi88uvock6v//4z+lMtIZ+8dyXeKl+g3f232V/kO5wO16X7sEHfGX18zQm+upRHNB3OzyaYGNByqfv260pI7+e0+Rc7To7R3fHbRc/dNhtfsRq/XlURSenF+h5HQK7hyTroFrALB36x12fAvxPuPYGB7yz//7Ez3tcLp1DTxIGXpe8XsSLPD46/NGY7RFEPk+b97lWfx6vuT32okniiKC9R1xemAJ3gK3WQ15afIX+8JDuaLs7cJr0hgcs5y4yaE5y0wW6bmeqnwyw1XnGL66+zn9+9q0xSK7nlljQ5gi9UY8ziXGa2ziyzPd3fjD+XT/yude4y2eXX+Ob29+n66UUxI7XZbu/x5XSBg9bJxdU0SiylF8i7vfob554bTvtQ/bk/tSQKk4iGr0drGqOvt/jvYnB82bnKX4UcH3uOXTF5NrCi9w/vIPt99Flg/PVq4CIJmlTfduiXmDvjH7sTm+bc+XzdP0hv3X7/81wlAr1F7vv8LPLr5L1+mM16fuNu1yrXCKrpjcwTVKnIvsALhRW6XWeEI1uMGEwYNDdIlFMesOT11dkA9GoTqliAZ51n3KhvEGn+4zw+CY1hExmnuXSBoIg0ug8Q9byPB42ebCXqoUXM3O8ULtCb3iIbpRp+zaakiGeiLvzgz4Db3qonDHKPG1PW1YnJPScDrqkjsF98l+HXpeufdIi9EIb2+0Qe13CCa/0bHYZQcngOUfYfh8BgfOFNTKygRIHUwPvenYRS9JwnCau20aRTTS9iBeHfGfrO+NrxQ6GvLv7DivlC1PgDvD1re/yy+d/dgzuxyWJ0pkWwDHxDD9+Nb/M0SnFcZLEBKE301OP4pAgdBAFaLfuj72botCl3bpPuXIN+QzNy4+zPgX4n2AlScKj9tOpx25Ur/Lk6N4YbOxgSE7LnSm8UGAGhFO/8dlhY5zECCR0T/Wog9AlPj1IE4QpP5DjMhSDg+Hh1Ap4xZoj7M/yxQdncMiDOMCL/DG4j58bDMfsgZyaI6NmuFi6iJgIDBoTF48gkFgWKgJGEk/x1J1gSJLEtIazSs39/g7nKxex1Aw5vcBziy/jhS6OP+R+4w5JEnOpfJ6G3WJvNNwUEMlpWdqnBmgZNYcsyDzu7ozB/bi+sftDvrL0Eh+M2jCyKI2j9nRZ45X5F/hPT04cJ0UElqwKzimWiaLnaPa30dU8cRLhBwOC0EE+c9icms2Fp3Ygg8EeplFGUUyi2KcbBdyfAOadwT4FPc8g8PjeZsrwuVY6x2vl80gjUE/iCEsr0AlPzpk04GtWfftxvjuybDA4Q28gkpwKwgDX69Hs72GP/q4JCbudJyiKSdtppuHqWp4wDnCDIbZ9gDMSbXm0se0DYrM+c63Ikkz7jN7+MHDSKL5TQqwoDs8UHiWRT9ko05ywqRCF2ShM+Ph4P0GUiCJvJsM4SWLC0P0U4P82VdvtzAx/TFnjaKRGrWZS8Y4m62eqAWVJxUdAlBVEWSXyHZI4wjzD6lRXzDPMA9IS5BGLQhBSG90kJielYcGTr1uz6jRPAbcdeVRkBcXMkygKQgLhoI12xlBLQBj3U8tagev5DWREDoMueS3P51Y+z2Z3i47X5dBuIIvSyexXUemUcnxj/y1abpcLhRWeK11AJIAkwVSzCIKILM2ewscugMelSCqH/T0eThihbbUfs16+TNttU7fqnC9fIIoj4jhip789To66VL2ELMn0/SECAleKa8wZJe53t9keHqCIMufyKyRJwmpuCUs9CV1ezi7wd85/lcfdTRRBZL2whiZpBGrq2pmMXiMRFMyRrYAkyuRzK9jDA0zFnDkPsmruLBNo4MQ2OmNUaQQ7rOWWeNbbGf/+Tn+PlcIqhqzjhC53Wo+p6UWey9SRkFHVPKpRYuC2x4Hevj+knl9m/xR1tWCWkUetJG9CQRvHIYZeoDfh/5/+TWbPRlEx6PVmWUJ+6FHLzFE1y/heH1GSyRoVAruBmVkkGhmkCUmCf2zkJsrktDxu6GAHNhvly+P5x3EtZubSxUT5IveaJ7tERVJQFQtLL4KkESMgkpDTi9wwqzTsI+I44nBwgKVkMTMizVMBLapsYmg5nIldQ9asoMkG0RnWGcDH2kH/OOtTgP8J1uP2Y8p6kaXsAsNgSHtkU1u15hAlhQ9GYouCXuBa7QY9t4MkKsTEmLKBrBhk6hv4fpcodFHNGiIiqprlUv05hv4wNfVNEqqZOVTZYK64QRJHIKRDx2ZvGxSNaGWNpttCRKAoWsiayc255/AiDwkJN3A4V96g4LR5POEV8mH7ERfWvshB5xGB6yIgUMosktfyfH7ptZN0pSQkBgpanhvFi1xMighbDUgSyoaBVsrwB5v/GS9On39kNzlXWOdW/QKu28NTRRy/T1HLsm8fkVFMnKBHs78LgsBCfpWMUaBklk9sCka1Ub6AMZFuH4T+VGCIJhtkjRJ+5PPm2hdxA4f39n5I22mR1wq8tPgZwjgko2XJjWxdLxRXWMtUkIIhUehyaeEmoWSgSjJDpwUC5FSLIApQRrsTSRQpKiaXMnOIokxGMRBEBUFS6PVTYBNFBVEvszux2u45TVbKF7Fkk1eWP0tr2CAnG6iSimnkkQUBVcmgqzmSBByvNWL9aAShS+D3KCUe5UyF66VzfH3nHc4V1/DjiGe9XV6sXgUSvnfwAetGneSgi+fa+PI+1tI667WbRJ5P4jkIgoioGxiywV53E1XWWCpuYGk5REEkX1jDsY9w3BaKbJHJzBEL0OrvjXv5AiLKxN/jpJI0AvHUrtSQTSp6gc4E+Dtul7niBvsT7CNZ0qiVzvP83C1UIAxsRElBUTNYWoHXF17kYHhELxgQxhFvLr+KJAis5haZM8s4kccwcFjKLmKpWfpaiR/s/gA/8slqWS5WLvPt7e8TjjJ9n5+7STVbgyRClhSagz0USWO+sI6uZZgrX8Lz0xmDJMroahr0IQgCqpbHn9ByKEqWrtsjdNoUzPKZLKMfRwnJX8WU/b/h6vV65PN5ut0uudxPxoP54+pe4yMMScH1usiShmkUSRAZeP0pZSHArblbPO08GTvlSYLEl9e/iN19OmU2pulF9MwCT9qPedx6SEKCpWZ4ceFlZGL2JxJpJEmjWtygF3r8p8d/Nh5yvr74GW4f3h63YiRB4otrb1K1qrihx9PO5pibXjXLDHrb+OF0b3iheo0H+++PfVMkUebi3PNk9DxO6wjn/kdTz5cyGe5kbZ5MXMSapPKFlde4d/Cj8Wo0Z1RohB6LRoGjU6u9jepV5vMrKY++v4vtD1ksrJDXClNCpCAKeH/n+wz9PuXMAkeBw4+OHqBJCm8svkx7uM/R8MSvRRZl3lj7Ihnt5KKzvT6bhz+a6rNqikUnjnk00XJ5ffl1FnJpOHXPbvLo8OTvKgoSF+s3aU8M83Sjym5/d0awVcrMs1y+SBT4DBqPCd2RPkE1yVTXcNr7qXGcIKDlq2j5KrJi0Gw/wpmi5AmImUX+aPO7HE60n+bMCi/VrrF0ZBP70y277MZV+k8+gjj9rIIokTt/lURTERGRTu2akiQhGQl8jlelrj/E8fuEUZqGpUo6UWjj2gfpzkVUMbPLdL0ue52Tm5siqmzUbrJ7dGfKgydvzeF63fHO4rjqxfMMvd6UQZ0kKixWr9F1WjQHe+hKhnpuEVXWedi4Q3fUclEklatzL5DR8/S8Hn/66E/H18TFyiU+aNydMWX7hY2vULOqJEmCG9g4wZAwDjFkk+Zgj0Z/d+RJs0ott4Q62tlGkYfvD/D9AYKk0nF7bI7OG1XSuLH4GYwzduIfV39VXPt0Bf8TqiRJsCRlKle0Yx+yWrnOMBiiSRq1TI0wDmnZLZzQmbJBjZII1+tNgTuA57ZxJZ1HEwPLoT/gaHiAfGrwGkUeQejz9kh5CulwsWk3p/rsURJx+/BDPr/yOqqkkFV07h7cJyEhJ2sz4K6rWQ67W1MXZBSHNHrbWFqWZDjrjhkNBsyVKzzhBLTPF9d51PhwCkR7zhEb5Uu0+3vM55bRZR03dDns77Lf3aKWWSCn58npeVxvQNc+YH94SMGqY+p5ZElFkRTWyxd52PiQbhigiArP164gCRI/PPyQa+VzUwAfxiEDfzAF8GHozgzRvGBI0ZoOf793dI96pk6SxOy0pxkYcRKdkRIknCl4SUbWCf6gOQb39CARXu/oxAY6SfA6hyh6llAUT4E7QIIbBVPgDrBvH6GK8gy4y5kcbmN3DO4wyuht7JNZ2Tiz1ywIAoIwDSWe3+doYkhayC7RGu5TsuqIgogfenS9Lpu9TZYK6yRxeoMI4pCYeEacJUvqDLinn44pcIfUnmGn84TWSAsy9Pv0nBYLxfUxuENKXnjSvMeVueexfXvqNQWEMx03B/6QmlXFjzweN+7SdVtoskHZrNKxj6jnlhAQaPZ30RWDSja92UuShmFoIOm8t/WdKYM0P/Loe93/KoD/q9anAP8JVxRHDPw0Hcg9BYzp9N2halVRRYX9wR6yKHO9do2eNzu0PH3SA4iSSsM5fVGndRYzwI/9qWNbiskwmAXgnt8jTEIC3+fuhI9GEIczbo2yrNM74z0M/T5xHCPqxsy/CYqCe+pmVdDzbJ+6WAGSKGSluE67t0XfbSFLGuerV2g7LQTxeMU44Nnh+2OwtN02lfwq5dwygiBQMEqcr93kUXeLr2+/RTR63o3KRYahx1Jume2JHYJ02gjqr8pZHj0tTqJxgtHUZzk1GQn8DuXMPAO3S8YoptYO9iGlzBxxFOENpweWipHD66fftaQaqJkikOAP2ujGWW0QxuHep2us4pUkRFUj9jxERSU864bsDkniGEH6yw2ywiigfcqOQRREgtDlYIJumbfmEASRu407Y9qsLhss5JcpZOboTKh7Xb+HqRWwJ/j+wDjrVJMtinoFIQFR1bl79AGyqFDPLqJJqYvj4Ixrque2CeMA9dSQVRCEM10jDSU9l/3AoWiWKZplZEnF8XrM5xbpjRYK9dxC2q4ZzVnG32MSzbhfAkRnECV+HPUpwH+C5QQ2Hx7eZXN0UpeNEucKGwShgyAI9O0mAglDbzC1Au+6HV5cfJkju8G5wgqSIHJgN4kFkdN5qqKoYo2k41kthyGnHuxdr8eSVUcUZZIkYmA3ieMAQzZ5vn6Tntfn0G5wZDe5Ur5AkiRsFNfSoasgIAkymqQxcLtIosRa8VxqBSuIGKXzuE4LU7FIgBiBRJTZP8X7Lln1dDufzSFqOkkUIpoWiediLK9RM0RuSgJhHKJICmWjzMFEtBuk7aK8UaDRuj8G7zDyaHWfsVS9Pr54bLc7sxJu9rbImVVUxUhDs4G3D+4gizLRqCXywdF9fmHtTVQhDaIeBkNKRpmslp06lq5YqJKOpudAkNPvKQ7YOmWFfKl8CUmUEAWBkjVHo7+NrqSh6F7oIAgKGWuewTAFrygKyGUr9PwhT1oPUSWV1fIFdCWDIIooegakNJ81cvrEUYAkq8jZIojg2IeplXS2hiTIZKx55EhADAFJwI4HWHqBK4U1Vsw6Ta/H++0HqJJCxSyhr2eIQococlCkEgIyoqYTuTZJFBH2076xUVkg7vaJwgjRNJAyZ99MGJ2hgiiRVSoIgsDAa9O3G8wXNzjoPEUQUofJglWjlFukMTggCnxU1aBoltEVk3JuCVGQ6A73kUSFQmYBVdbZH50HoiBhaHlU2aRiLaK5EGztQpIQazqX5q6SyAnucJ/ACxEEkUp2iZ7XoWSWsUYkhAQRWVTIagobxQ0ejXYd250tnq/f5IPGh1wunCOjGISkO17b6/O0cWfcttQVi1pukWZ3C0PLEoQ+nf4ulfzq1LAfRlbGWmFKmAZgafmP/T7/OvUpwH+CtT84GIM7pAkv/dDlfushURxxrrCGpuV4fHB75ncbw0Neql7BHe4DCet6DksvIBkFfH+YBkxLGopsoRPxysLLCKGNEAck2QUMvcDQOaLT30ESZXKZeURBwo5DtrpbdNwuNavKen4VUzYoa1meTgywqtYcQeSjyjqXq1dp9zYZjLasC4UNjDAhsNPVtiTr1Mvr2F4P17ep5BZJAEUxcAMbXTexrlzB8bs4XhtVrZPoBmJoEwY9ojigZq6iyioX6ze4u/cuiqSxnl9HSwTEIKSeW6XR3x5fVEkST1HPTvu/Hz/n+GYYxTF2YHO5tIYkSOiyzvf23scOHcIk5IODO3xu6RUEoGpVZzz5VcUgV1jlvb0f4gQ2mqRxc+4Wq3oeO0i9+C9XLlO1qgBjQDHUDD2nhShILBQ30NUMslRA10vEcYAoKjxq3qc1ov/5kceDw9tcX3iZrFQgsjI0ui3COKRSrCH5EWZlCd/t4Y743AmpIZikmGTIM7z3IWE0yjidm0M3Nb6ULBNut1jXTZ5f+VkUK4vpJ4S+jyAKhP4QP+6iZ+dIMipDsY0oSFjlNWRfIHh2gLM/uplJEtZLN1DKReIwIHIc4sBHVDUkw0BApKYv4B7tQZJQKywwZIip5jhfvEnY6ZD4EaovIqoSdVvD228j6hHacpFETRDdGPOZh6mWSfwIud9HXs0wnzuP320SBz6alU/ZM3KBQeOEFZN4Lkqc0B3sjc+RJInp9za5ULmCM9ghGnvkC8R6Dlk2uVjaYDW3QCIIRDFk9QwbRg23uUXiO8i6hRTH7Hc3SZKYSnYBRdLSPPckppydw/f7aKpFMVOnOzykmF1AmmhfyZLChfp1nh7do2U3UCWNc9WrZE4tKH5c9SnAf0KVJAnbE0ZRoiBSNMv86PCD8WP3Wg+omtWz+5oIBF6bMUAFQ5LQpT3cnfIsKRUvokoaA3t/vIKVkphBHDAYncRRHNDubZIvXuTPn/zFeIu409/FDmw+t/wq7+9Mux82hvvM55extBxHnadjloosqchRRDDR349CF29wxLnqDbpuizv7Pxy/b0OxuDH/Iv3hNu6IH+35fUJB5P6EJfDT5j2iOGKpsM6t5c8iBAHD/Yd4x7sVQaReXmW3e9LXnjTNsvQCR6ck7zmzhjza3WwP9vj/PvijcatJFmVeX3iRP9n8DgLp1tnSMlQ/xsJ16A95e/ut8azCizze3nmLz629yY3aNaI4IqNlkCeSetxgyHbz5KbZGR5yfu4WqpJHHfVbbX84BvfJ6jptRAQeTAzfN/0+y6ULZDUTv/Ns5ndi38V9uE0STdzs4pjh4wdEdspBT1wXve9Az6bfGlEZRRFjbQ3XbxIKMb2JMBbPH1AXVwn3J3YqUYTzo48QX30e53AH7+hEOGQurSIZJvbOyeDUP9whN7+KEgj0PvgARu8vbHeQs1m8vXQ3EzsO/U6H7K1b+Pe2CDcn3CcBqZ6nv3s/3T0BQa+FtbhB7JyVjzu9AIDUgTQNpPemnmnbDQJkjvrbVMw5ZGRMPYsURvSdDoNMlmFgk1VlcLr4octi8Ryd/i6DyKNgzRMnwXj+EWDj+T0K2SVg9to21QyX5m7hRx6SII0HsZ9EfQrwn1AJgkDRKHI04gMX9SIHZxiA3Tm6y4XyJe5MAD/AfKZGNMG1FYRUbXfakKrbe0bWWphmd2h5Gmfwi7tub6b/13Y7+JF3Zn/fDz0sNcaZ4DnrSobEn3UMDNwOarbGo6O7TLaQnGBIEDhjcIdUpdk+I0put/uUem4RXTboHW1NHYckJnEGaEoGLxiQMcqoE9Q7Tc2wVL1Go/OEMPLJWXWKmXlEUcILPb6984MpPnkYhxwMG7w69xxtp4khG5hnUvnSsoPhTFRbQkLTbvDgKGUIiYLIS0uvUjYrhJHP/ilBEyQ0B3tY+sl2XBSEKaOs4zIUk+Zgdh6x131G0ayNIt+mmTciErF3yrDMNPDb020kyTBwtid47XGMu7WNsbHK0XATRTZR9EIa1xHHhI1ZZ8bYcYk8ZwrcAfxOG8GZdY4Mui3AHYM7gFIq4W6dOk+ThMR2CLanjyuaOv6gPQb347IPtjArS5wugVmOuSSpeFGAreZxIp+srKOFQ5A0jjrPWLLWCPZ3iKMQWxBRl9e5M9zmcILTfy6/xkZxhb3mfY7PT0XWsIfTvPgkiZAEYXaWc/xeRAlD/Pjz7cdVnwL8J1jL+RWedZ7hR/7In0WnYpZZsObwYp+nnWdESUQ9M4elWhwOD/BCj/XiOXQiJkddoigTxadVrBBF/siFG+RjYUwSj7jhI9qjqKY0NnH6pNdlnSAKkEV1ZFQ2DWC6YiCJCpZeoD9iH/ihg6BX4ZQdq6xmiIhxTyksgdHqXxgFakRj573TNR5GxfGs2hZIQp9Sfh5BkjHU7JSXtiiIZIwShpYjjiNkSSWKI7b7+xw4TdYLqyxm5nn34PYY6IehQ80o8KSzy5urn8P6LwD8sWBr9k2d/GecxNw5+BGvLr+e7grOYGGE4fTfUJMNVkrneTIhvJFFhYyWP1MRejwjsQpL9A7vT/yDgKSZCIpCEkz8HU+RoAVJIj7+d0FAymSBhKjfhzjla9tRyLMRgOmyycbcJXgkTIGraKQzlTPfn3iGqElWiAZnC36O31cCEEXpIQwNNAW5XiQeusTdtC2JIKDmSoiqRjDoEblDZMNCtrLjuYEgSSiSSVlaIRICnGSAF/WR1Bzvdbb53mhXJCDwi2ufYxmBqjlPsLedakYAktTO+vCUYOtx9ynn8ksUs/MgSAiCMB5Wz3ymn4CQ6S+rTwH+E6y8nueNtTfpuh3iJCGjWux2ntHobaFKKs9Vr2KpOVQSjMBlWdLRc0uoWo4wCkaqvZS1EvoDNLUAokaUxOmUP46IQgdZyaBlFuk4R8RJQlGTKeVW6A4PUPQCfW+AIsnk9TxZNUtWNblUXEOKw5S+JatcmbvFh/s/HIPxevkClppFEiXKuWVkJW0pCEmMoJiIbi8NkR7R+Yz8PIgK1ys3SMKAUEjY7G/jRQ5ICqFewo88cmoG/B4FvcjBYA9GisGyWcVQLSRBQhBl9GwVuz3NxNCyFYxs/b/4nUuiPL7gPmo/4T88PrE8Lul5Xpy7wdv7acDD1fIF6kaJq5XLUwrUsyqjZlgrrvO0fbIqr5jVGYuGoT8gjENM1aKSXZxZxZez81M/C4JANbuIrli07EN02aBoVjFUk0pmnuYpn/i5whqqrJFICvn6ZTy7jSCIqGYBWbWwLlxgcPfuGIzjMESrz+MdpMdJoghRVSGToV+xuN9/BohcWltFFWJEJcN+52Qm5IY2T3uPOHd5jfDpLixXQRTRC2XQJLTFJZAFiBL8wwahPSS7eAkhFpBFg0RI8JwWaq6EMCJTSRmL2HUJ2m3U5SViQ8IVfAQEtFhBsgyM167iDA5xgg5iVkVfWUbUDeRcDsc7IooHqPksmfoSkRRDvYhMEVUykVyw375N4qc3MmN5nuy5SxxEwzG4Q7oD+8PN7/K/vfy/QCMgiiMk3USUFEJnMLbvUCQFUzYZ+IOUEirJHLZ3RwsigVpuCcuqMxweIIoKplFGECRk+WNYTXFEkiQzeoJPoj4F+B9zRXGIG9gEoYciqZiqRVbLEsUR9w4/mBqmbbUf8fLiq3Qa9zheagVeHyu3iEtEZ8KxLp9ZJAJ22o/GK1BNMVkuX8GPfJ42T4REPafJevUGslHmw4m0GrmzyRsrr5EEQwaDHY43y75zRLV8mReXXsePvNRSVtKQJYW+2+H93R+MV6OqpHNj/kXE4go9t40kSBT0ArJs4HUbsL+DQIKCwMXqGp6m8P2d7+NO8L+fr9+irBW4sfAyQ69HGNp0+lt0gLaSYbFyGS1bIQrcUQyhgJarIRupvP+vsjLqen3+aPObU4+13C4CAqqo8nz9KuunrAX+SyVLCpcqV5jLzNNzu1haBlmQeHsiVAWgaJRQRpS7YqZOkiQ0eluIosRcYQ1r5Bk/WYqkULKqlEYD2uOytBwX6rfY6zwhjEPquWUK5skQV9GzKPr0cE4plcg9/zyx4yDIMpKZfj65VCIaDlL7iFyBQ8XnP++ezF12hnt8Ze0LKEnCSvE8CTGCIHE02GPo90gWLtPOBjztPIYoYSMRKAl5OskhiZ9y2HPL82iChRjKCPc6+K1NkESMG+eQtQyxHBCJAX5zB1HVMJaWCEyZzcZJe1IQRDYKRdz2LuFozhOFLsNwh1zuIoPWiVeR7/eQ9Ryt5slNNKfPIz5sjcFdKhdIohBhGNKX0tbiamae6+VzCAjcaT/BjQMyqoVWWSE87KRzimoVWTK4WbuOLkoj3xgDWdbYat6f2O0mHPa2WK9eJ59dJiGh3d8hjkNU54hq8Xzq4ko6lxt6XQ66z/BDl0p2kbxZ/bQH/99KxXHEUX+X7QnK40LhHLX8Mn7ocXSqp6pKGoHX4/Q+2u7vIWXKU49FccBu+yQ1BsALbPzQm/HFgDT673F7evUYxgFJHDA8xTWPYh/PHxJJMncO3mfoD1AklRv1W+z2NqdaDUHs0/N6vL/37sTAUuGNxc8y3J98vYS4ecCwUpoCd0jnDrXsPDktQxz77PZOBoZuMKDRfcZC6SKZ6hpGcYEoCujZ+7SP7mAZZXLZeRR5llufJAle4BBE6Wg29VyZbvXEJPyDq79MVrOm+Ml/ldJkjVqmTtWq4YYOURyxnF9lazTc1WWdq7XrY6sCVdapF1YpZedSYP2vvJBFUSJvlsmM+uHyx7QCJksQBGTLAivdcYVRwNBt07S3EUSRSm4ZUVW4vftg5ne7XgcpdKc0Dcul84hCapilSjJZNUvHbSMI0O6cLDaSJKZr7zBXvI777btErVEfPorx3nuINF9isPOQOEhbVLHv4Q1aHJ0ycEuSmMC3Cb1ZLn546rmqlqc/mmtJoopu1uj5A5IVlfz6BTRJxgu6xEmAKLss6CXeWHieDT1P6Kf0zy9ULpBRs6guDG5/OBZ4RZ0e6q1LxGGP9oSj52L5woydMqQLtpxWYHfiZuUHNgfNeyzUbiBLKrbX48EEAWG7dZ8g8pgvnPvEvOE/BfgfY7mBPQXuALudx+SMEtIoHm4SLAVBnBkawUjFeGr6LknqVK7pcfkjoDldgiDOeHxASic8zS6AFPje330bb/QaQeRzONxncMpytWxWx5YIxxXGAf4Zg1dBkhmekaPpR954qNg/1eME6DvNVHwi60RE7LdOTKMG9iFh5FEpXZwaYCVJQsdu8PjwzjgX8xcWP8Of7v2QffsIU9Z5sXaNObPCMHTQZfVMg7S/rGzf5mnnMU9bT5BEiUvVK7y28nmiJMJUrLEQZvwdCALqX8MxMAg9nGBIFEfoipmayAkCbuDQcZocDdJgjbJVwxqtFJ3ApeP1EBFQidifOCe3jz5kqXrjTPfQjGxwMGGZLIkymqQy6O/gjp6/nKmiyiqyKBCMzgFBENHEDIkQkzgeUWN2dhC77hjcx9+NrBBEZzz3jPcGyczOTZiYS+lWjcdHJzvhTCnHoHuSXGYHDoYwz5XsPPZwH10rIAgintclDgZEnXhKvQvgJz5eYI+u2whI8ENvRugHaTBKcMb8KYw8wshDllR6bovTi7nD3hblzAKaMrtg+XHUpwD/Y6xJQD0+GZMkJoh8LD3PWunCiGWSVhQHqHoebzjNctCtCt1TUWxBYGOqOewRo8XSi5haHk2xqOdNBofphaLKBlEcoMkGtcw8B6dW97KkoypZwshBVXOpAMfrEpKMwf24em6XglHmcOIYx9FxkA4eNVlPGSZnqCXjwKNmrvLolGS/ZtXRpRT0dDU7HuCevIaBOAJv/4wbhOt1iSIPaYKF4AY2jw5vj9lESRLT6D7l83PP8R+e/gVfWPwM39l9m3dGisHLpQ3eWHqFzF+xRZMeM2Gr84xHzfTzRFHEB/vv8/LSK8yd6q3/11YYhfT9Hm7ooss6WTVLlEQ8bXxIfzRsFQSRC/VbmGqWJ837HIx8/o+G++x2nvHc0iu4UcAfPvk6e8MGz1UusabOAkdnsMv16hW221tUlSIHfout4R7yKQCtZRewR1xyM8xh7UoIbkhmbYGeMepvJzkymxLJN7cQLBXxSyWkUg5EAXm+AlEMkgjKLNSEvS6l+XkCEsI4SudKSYwgyejZGm7/hD4qiHJKIhAVICGJQwK/j6mX8YPhyGriZEcpRSGJKKFPzGxESSbxemSzS/TsBkkckTGrRHFALIioV9eJFQEhEYgPOkSaSklbwQkcdFkniXw6gwMWSxfYmmiJZvQippo5M48WhClCga6kO8c0v+GTtwH7FOB/jJXmmWrkM3MMgxQsLUUfr+Bq2QVMNcPQ6yOJElm9gKZaCOWLxIGTKj1lDUmzEDSTTm8XwyimfWPVIi8qPGvcppCZp++22Wk/QhBE6vkVztdvEYQOQWCjyjqGarFevoAgCHTdNn4UcK50HlPNoOVXaA8bHAz3EQWJ+fwKiqSNrWktNWVW9Lwul6pXGXg9dEVHlTREJOZziyiSSpxE2IHNXG6BRNEwqsv4RHhCurqx1AxZPcv12g2C0COrmkiCSEbLje1js0aZ9iA12xJGRrhzxQ3kcTzgWW0UYWaH45/hFQNQ0XP8wyu/zB88/nP8CTn4R61HXCyuc15d+yv/fb3Q5enpoalZYRDYvLXzNpZqsZCdp6gXGPo2+4N9trpbVK0KS7kl8iN6ZBRH2P6QIPJH36vO084TPprQBVyqXKGk5cbgDulN69nRXVYrV8bgflxu6OD4Qz5oPWZvtGCIPwZABEFgOS5S3WwStxoslnN85urPEKoiiqQxl11AFmR01aTj98gPi2T+Lw8R/qfRZ5+ziP4fbxJdXER/t0/yJ/dBFImftPDv7KP/szcIDpr4P3hw/ILon7uGsbAGYbqDjTybyPeRVYsP999nJamjRzJ93Sdv1TFyeWQtgzdoIWsmmlkEUcLKLhCGLpKkIkkqgqQh+gPCYIimZkeJS+mCwcwvMOztjM8LUVTQC4vsTTCWWr1tKrlVhKrFUecBSZQ+N7syz553wG7vpOdfMspUjRJZvcjF+ZcIQhdhRHH1Qx9FNlBkk2DCkqSYW0KRdZIkoSQXMOMgpYpm5znyGxh67q+1w/vL6lOA/zGWrprUixv8+bNvjlsQkiDxlfUvYWrZtB/qdWkODsgZJXJ6ARKInCH20clAVS/OoxaqqFqWRncTSMiaVar5NTbmnmen/XjcJ02SmPbgAFPS6I4saG2gPzwgV9hAVkzUJGLZqlE1qiiSQnOwy86Eg9+jxh0uzN3ifOUyEQmN4RECcKG6iioZXK3foNndIghdclaOamaOt3d/gD1aXe/1d1nOr7JWWOPO7tvj7asiqdxceJmV3DJbRx/S6aUXXhNYLF+iYNXRVYvlynW8YJjuPBQTTTkx+VJVa2ZLnM3UkU+1V5QzAhsg7YOTJDPpPgCHdpPzxbWZx5PkOET5VEtAEFFEZRy6ossGlpbjuztvjZ9z+/AOXzn3M3x09BGbI6Hb/vCAh63H/My5L6JLGludpzweCaBEQeL6/PNT4A6w2X2GVph9b17onOllAhAmMY8mBFD320+5tPpZwqGPZZQQBAHbaVOR53H+4n2SIAXbpNEl/N5HmF96gQuli7jtHZIkwhNlivkl1G8enoB7+oEw/08/JPm/f4VoPib8310GEhRPJfqDh8SmDHULpXaZZL9LeH8P9zsfon3xGsOd9P3J2Rzm2jr3ju7z4v4Syu/ehZ5L6UKZ+B/UYU5GcCI0MkhyBkSRbvsRUXTSBrGseURJ5WHrEd0Jk7XzlUuIqoU3bE3d9EVJpX9qtwxpS6jZfTL13EBkCtwBWk6T1dIGmmKgJhoNr8/DxnvjduVq6QK18kWCYEgwisjUlEzaLh32GTw5aSHR7zC/uI6cLX6i2ayfAvyPsZIk4V7r0dQFGCURHx59xKvaSzxs3KY7Aua+16XR3+W5uRenwB3A6x4S6gqtiVVa326gSBqFzDzt4bTysZyZozuYXtEpeolvbH4LZ9R2edh6xPXqdc6X1tk/QwXZHOxj6mW+OcE82ext8bPrP8P+0Yfjk7jZ2yKTYwzux+WGDputh1NAHEQ+B/0dykZ5Ko0JYK/1EFPLIwoC+637uBPHqxc3KGbm0/61YlKvXsV22gShi6EX0NUcbujiBDaSIKW7EsVksbgxFfNWzS5hKBZiHJBTM/ROuWtWjOLUz3ESc2Q3udd8gBu6XCyfZ86qj3v1YRxxvnKJgT8kTlKP8NsTq0EAPw7YG+zPxMI5oUPH7ZKRjTG4p68ZzbTjANzAwVJz6Io19d3oSgZDMTEVa+pvIAoipmLw2cpN/MDjob3D08EuO3aH9dwye91nxEnMXG6ZJI7H4H5cieeTxAFO6+RcTOIQf9hE/96s0lb43h6RHNEX9iFIzw1XFMj9o+cZHDwec+TluQyquUbw3lMS+2TgHfZ7BI0Gy8MCyv/41km34kETueXQa2+ShCc7LuPapSlwB0ZkAWEK3AGeth5TWnh5JvUKEjhjsH6WxuTjbqLHgkAnsHnYuDM1i3rWekDeKJE1qzO/57VPWkjjxw530XPlmef+OOtTgP8xVpREUxa/x9X1uriBPQb34/IjjyiYHYRKmknXnl1pdIcHFDJzqLKGO9HvS2PEJtsTAsMoGIP7cX149CGr+aUzVwy6bPHRRF8R0t2H7XVnkqXOigg0FZOhMzswG3i9lPt+quIkIk4ivMCdAjCAw84TLL04HjzZYUAjsPGjgHoCcWDzwe4PxsrSijXH+eoV6rllckYRL3RRJW3k+6IgSwo/u/YG/+HBH42Hi+v5JeYztanXbTot/vjxn40/7/7wgFcWXuJi+QJdt8vXn36Lwch505ANPrv8CsHhrI+QE7goojwTrxjH0ZlCMFEQp5KbNEnjXOkCe/YRviBTza8xdFp4oc1a5TKSIHG1fhM7sHnWfoyAwMXqVdS2z8KHbWLHZaU2T2NhHdFQeDwx93nWeoBQvIilqyTuqfeXzAqX4sCDWzX43elzI/nvL+I6R0yClmoVsFs7UwKo0B2glOdAU0jkU06arSP0bn4a9woGoR6QDKfPsdMDWkhbTaczayEd+iNIqHoBb2KIHwY22ewag9Mzn5GgL5oQ+smCiCzKU3GAAgLmSA/ih97MdQFpG+8sV5n4DFFYMuLDf5L1KcD/NSuIAtpuh5bTwpB1btVv8heb30ISJdbzK1iKOWI3fMw2TJJAEBBlFS1XBlEg9nx0JUEU5dG2ukOchCiyjiQqLJUu8HBCsDH0+xhqnij2R6k+Nu4ZKso4iYmSmPnCOpunVp5Zo0DGzuDrPt1R0tTH5W6qkoylWJTNCm7o0hge4voOZavG0B+Q1Qv4oUdreEB51IaZOYasI0sq7hk3xEkjsY7T5htPvzFeUd0/usetuVtT1gpHw32q2Tnq2QUyUoGzsnGWs/P8b67+XTpeD01SKeuFKcZLGAV4gcNn5m8BAruDA7b6O7x/eJul7CKP2k/G4A5pOMnRsMm18hVuN6ej4Rayc1P+8pDeLHN6fsbPH6DR3+P63HPc3n+fhISN8gVuH94ef8bN3iYvLrzEhlkljnw2D94jigMEBDaK62TMKmLfZfD2RGjMYYd5Y55Ncfb73etvcvHCItEHT0/eX7WAKI/mHqKMFmQQEnDVAXxuET67ANcqUNRhf4jwj24Qh+kuRZQ0lMRAVrPYnVnb6Cjy0F+9jN3dhWoF25IJkwhLMTF3Scfz50uIFyvghgTMnrtCBIZQRLYliBLijIgnDcmMEreyWp56Jh2o9v0BqqwiZuuEgU00ugmoWg5NybBYvUa7t0OchOQzC+hqlnJxg8PmSQtFTCKem3+JOwfv44YOmqRxtX5zzFRSJHUmTlEURCzZJApcBFFGnBAy6cUaQW/6u9Er80jK2a3FH1d9CvB/jUqShGfdTd7Ze3f8WEbJ8Lml1yAJOept03M7qJk5JKOMpWbxI4+57CKKpDD0bQRZJTt/ET/sM3QbJEmMZtSIBYGtXkrzWswtIoQe5ewSkiSTNUpcmn8Jx+8jCCKWliOIAva7m9hOh5JZoa4XKfR3WMmtECcRoiAxDIYYSuq5osk6PadNEPlUc4v4oUtWFMln5tBK53n/8E7K6NByBCwSRAGqqBAHNoZscr6wRmt4QEbSWF14CWPE+tg/uM29/R9hqSbXqlcpmRVUSaNeOMdh5wkJCYqksVS5giKpqMpZ4G8gj3rqW73tme3yw9ZDFjNzHE60sLpOi/ooXOG4oigkSqL0YhQEykaRkl7A9QfYThPbAVPLI8s6252nPJmgE1Yz80TJPA37iCiJxy0XQzZ4rnaVodfD83ss5JfRlFvcaXzESn6ZxewCVbPCa8uv8WHjLrv9XQp6gefqNynoefzQYyG3zO6EV9BycZ16doGiUSKMAja7WzPeQB817lJeKbPXvHfiqEnCUfcpupZF6s3yxpPuAKk6a7EgCCLq8hxROYeXuAiKjKJlkVQNU6qjfqeD8D++BTFo//sb8LMa/B+eJ/kfvgmHNmwUEd0IfWEOtrpI/3EfvvkArpXJfm2DgXqIKCuoVhkhSpBMCzSdWBryfrjNwVG6OxUQeH35Ver/7LN4SZ/QHSBpBlq9TvisN2WaJrkCyff2Cfc7xycJ2f/uJdCzXJ+7hed16R8ro40qJAmyYlCoXCCOAo4jDUVJRlF0dC0HSTJma+linvnaDcLQQxQlFNlAkhReXn59fDPVFGO8+zVUi0v152gND+i6beIk5lrlBu7hM4a+g6RZZKqrqd0zIMoa2bnzRKGPb3dQsnm04vQO8pOoTwH+r1HDYMj7E0pRgEEwICFmd4Ir3hjsEUQ+l+vP4fl9uoNtPC/EVCxEARIZ7P5xz1bAJuLOwcnQ7f7RPa7Wb2KOWBhJkhDEEV1/iCTKKLLBh3vvjDn2A6/LYn6NjcI5frj/w/FxLlUukSQJfujQ6O3ihja17DIDp8NO56R3LThNnqtdRxAlHrefTA2brtdu0LIbtEaiLT90sb0elxZe4t29H9IYbYkH/pC3dt7my+e+hKFaVHJL5MwSwciLRRnTJC3qxY0U/JMYVTZYKF8aA/zQP4MmGbpTPjRAOrAeVZIk9N0OO62HeKFLOTNHNbeIrpg4Xp9nhz/ieKUmILBUvTYF7sd/s+XiBhWzgqWYLGTnabsdbtSu8LR1fwzALeeIi9WrXK9f57u7P+RO6zFvLr9KRELRqrFeOkfH7fKsv4Mb+9TMMuerl5nPLRHEPpqsI4sqkiiN818fNGdFSH7kE8XhmX5EQegiy7PePlFvwFz2Bs1TJncrxQ1iOeGxc29M7ZUllfP1W+g/8kn+j98ZP1f4H76DsJAn+bU/hmi0Wn3UJv4nf4j67/4O0f/1A/hg1E581kX49g7m/+1NYjnG+/DJ2DvHvHKRYV7nYPuk9ZiQ0LM7ZH2X2ElbV6HvE90bYl48z/DpQ0gSpFwBmi7xMbgD+CH+tz7C+O9eRgaOJlqafaeBppjoepH9wR49t8N8doGyVUVHJk5iwtBP82ZHAH8875FEFS908CIPFYEgcthupjOirF5msbiBrlqEgQ1elxxQLZ7DUAsMdu6NW6WRN6S3e5/C8lWSocfgRx+S+D4IoK+toBbqSMrH+Bv9GOtTgP9rVBiHUz2647IDB1GUpkRNHadJkoS0e0/Hj/nBkHZvE2NClamoWZ71ZpWpm+0n1DPzadivfcTb26nMXEDgSvXKjLFVIoi8d/De1GP3ju6xkl3k4cFJ8pEfORyeYgskSYxMgqaYM0yCOInG4D5+PgnDYDgG98nH226HslkmiDz220/oOelzNMVkpXINXbUoZuax9CJJkpqEyROMmJX8Mnv96e9jJb9K1z7Z7ub0InmjNP7Z9vs82P/h+AZ70NvEDx1WK1c46qWspKn32N+lYJTonJqRGLLOUn4ZURQ5V1jjyG7iB87M6vpx8z66UaHr93m+dp3fe/oNtgYHfHX5VQ529+hNDJjfWHqFm9UrmFqGvf4eP9h9lyiOuFC+wGphFUMxWCmssndKv7BePIcqKiPDtunXl0QFKa8jaCqJd3ID0DZWUfU81xZeYr+7RRSHzOVXyGoF9rqPpnQbYeQz6DZR/5/TrqYA3G+dgPtxNR3Y7p2A+3F1PSRFx3lw0vcnSXAePGRwdXagWEAnPjW7ScKQOAzQV5ZHvx4RvT/b+okPOsRhSPcMl9aIhO9tfRt/5L66P9hjvbjBueI5DrubtO2DdCdZOk9WLyGKEm5gs9V8QGd0szhXvcZW86PxedR3mzxu2JyvXueo+RHH51E42EO1lJm/SxKHxJ6PfeejFNxJf8V9solcLCCVpof8n0R9CvB/jTJlk6JepH3K9a+g52j3NlEklayWxws9bL9/Rh5nCvKZUZqLLBtIsoZ0xqT/WDjlhz5tu8nFyiWOhke0ndZ4UCOLClEckpAQEc8McGRRxvZ6MwPZs/jjcRLPDAnTSmZ6j5DS/c6KOFNG8vqB0xqDO6Q2C4fdZyyVLyGKEppi0PN6HPT3iZOYgp6noBcomxWu167z0dFHI2uAZc6XzwMJjj9EEiVMNTulSh2eMRhu2w0Wo3NnxugFkYsmzapaC3pxbCGc03O8vvwaT0+Jto6/q3mrxmsLLyIJMrcqF+l6fbKyzoNT7KHv7L7Dam4J2x/wg50fjB+/fXgbURC5WLlIxSxza+55PmzcIYxD1gvrLOcWUWSNSmGdxgRTyNAKaIqFZGhkXr1F0GgS923kehm5lEeUZPJGiZyegokgpAlagzOYO3Y4oGSeAQmaRLKQgX9wFQwJIUhI/t1HCNLZVg/JGYueJIjIK7PjR/Fj7HRFUWLQSttYgihh1gtED6cXFuJ8EUGW0RRrhqXlx9EY3I9r6PfZbT8an4d+6PD48AMuzL2Y5h7098bgDunA9PR5FIQufmBzmhFzlt02AGF8pl99NBii/G0H+N/6rd/it37rt3j69CkA165d41/+y3/Jz//8zwPgui7/7J/9M/7dv/t3eJ7HV7/6VX7zN3+Tev2/7Cj4kypVVnlt8WWadpND54id/h43atfJa3kWCmsEccSRfYShmJyv30QWVQytgK5miJOYoXNEGAUoao6cJhK2OyTxkKvlDe4m0HRPpv3nyheQRAnbaUHQxw1danqBhdwCiqhwtXYdIQ5BELGjgESUx4ArCAKL2UWKegFVNjDVHIZRJIwjYkGkmlvisLdFVi9h6XmSJCFvloknBsOmYiIKEvuDQ5ZGzz8uURDJKCaXyhe5O/JGl8XUt6Q0Wll3zmAF9Z1WakkgSnScDn/+9Ovjm4ooiHxh7U1yagY/sLlUvoAoiHTsJm4wHEvzkyTBCx3cwE6FWGIab6crFiWrhkC6e7K9PiBSyiym4c2CgOcP6TtHFKw5sqJMY3g4mleIXKpdxzo1HDYUnbnMPK1hg3p2HlEQadpHWGqWb++9z+Zop6GIMr+49nmcM9pLYRwSxAGP249n/u1B8wEr+RV0RWchUycjpLfT2O/x/2fvv4Jkye/7TvST3pavam+Ot+NnMAbe0UHk1YrUSrqkSIbEjdiVLuNKhPRw8agIGYYeVtKNoBRaLQOh3RAvJVIiRQUkEjQAAQ4wA4yfOd716dO+unxVenMfsk51VVcNMCAHgrQ7v4l56DzV2ZlZmb/8/X+/r+m1bqKUz1Ewa+iKlbVlJDXTbpezFY+Us5ByFmEckCQR6TF56KQ1gCBGzOsUjCoH4SQ8V9Y0hP/pCdLzJZInKqQSiIOE9EyNdEUn+Mo1CGOQRNS/8yTp6SL82CmEJ+dJpQQQEfZdyJnoC8uIfkqqZEqoYbtFUc7x3PzTpH7AIPHZcLcxcyUodIk7R8NgUdOQcjlMeRW3eYAggLhSRlquEG83ECwNcamE9tQZJE2hxCId52CsUBFnwiGrZpVOb2tqe99roynG1Mp0Em2WGfylzIZLhImHrNtEvjOUH0lRzCKCoiLIciZ4JssjeKqof//ITePxA03wKysr/PIv/zJnz2aeoP/6X/9r/vyf//O8/vrrXL58mV/6pV/iS1/6Er/xG79BoVDgF3/xF/nJn/xJXnzxxR/kYQPZG7szqLPZuEGUhNiqzWdPfAJbK5CkCb3QGbU3un6Hw8EBH13/GCLQ6+8gCBI5ax5RVBGDmMGdo6osare4ePIMO2YFTdYQBRFVUnGCPvfrV3hYPQy8FjlETLOMPyYgpkkqtn2SZ5ae4Y3dN3hs/lH2e1s8aN0hzC2Tygbf2HkVyFo8H1p6ipPVy+z3d7kzRNdoXZ3LC0/x7PJzkEaIiQ9pimGUUWWTglEiekj4USx01eJ89Rxlo4wMmIiIaYyaJMRxiK0VGBxb6eiqNbIz2+jcn1gxJGnCW/tv8+T8Y1NyC9f23+ZDax9BROSgt8Ve5z5pmlCxF1kqnsRW88Rmld5gjzRNyRsV5nOrSKKU+bl2H5CSoqk5lisXMLQ8sqTy7NpH8OMAVVIxFWsmnNRULJYLq2y17pGkMTV7gZJZY/P+Ud86TCJuNe9yqXJm6verRpmcak+ZPEP2Unz4N13nkMCdfCl2uw+oVi5iaHnUUCZ4cIBXv0s8X0VZqCKaBj23yYPmDYLIw9KLrJbPoqc64ZsPCP7gKoQx4nyB2l94AtPWIYxIZGjHmfl3+gi49W2SzSFXQgDz8RrBH12FaJhA44TgD66gX15A+KlzBP/m5VFBK6yVULohyW9fJ3GHio6PLKJ+9DxiLFK93iE+bFPRVc499gyqWSA5f55kv0vaHCDYOsJiASEEqS1ghWXESg65WED+kSeJQhc36TEIO4RqBzNUMLQcJ+efyFanpJhqHj+Jplaayru0uGRRRozgpLQOvk+iiHRUlygOsNQCVX0OOUoy43VVQ1Xtqf1IooJhlYmSHoIkItomkmkiKRrmoxeJez3SMERQVdIwRsp/fyz6jscPNMH/xE/8xMTP/+Af/AP+xb/4F7z00kusrKzwq7/6q/zar/0an/70pwH44he/yMWLF3nppZd4/vnnfxCHPAo36HO3/s7Ezxv1q1xYfBov9qd612WjQr+/gz/UkknTmF5/h2r5PP72tHNP0O8SGj73x1oCpyvn0WQDf4wKbWk5gmOWb0kcQBywWliloOV5fftbI3lTTTH51u7R4DUl5bW9N/nE6vPUx14SfuRx+/Aal2qXaTSvE/NQzrhFsXSe7qBOf2yFsVy5QMGaY9Gq0anfHC2Pvf4+Zn6RvDlHs787apEIgshC8RSSJJOmKU13usfa9btTy2zI+ANhHOKHA3bHpAMa/V1USSOn5eiOncvAPUSTDbygT2NMgtkPenSdOvaQ5anKBl4c0vK7+HFEQctNOfJ0/TabzaPvpN7fI0WkZpSpj51D0+vQ9Hs8vfA4b9evEcQBc2aVz6x9BF3WOFU6xYPOg4kEdHnu8hGpapZxShyQpgmJ5zN45W2SfnYfxM0O4W4d6ekz3BkbIA+8NncP3uFceJrgvxz11tMkIel2YGczQ5IIAsvnzqDJBlHjgOSgffRHU0h22kfJfWx7OvAJ/uObE90KcT5P8DtvgHsEB03e2UX5yBmcV66S9B5aBwa437qC9MlnEBoB8T/9BjRdkEWk//FRfD0g2j56wRmffBxptUyrv0UwhKsGYZ+B22CuchEVHdmLSB0fwYpRchZPLj3NrcMbDEKHOWsOQRCZy6+x39kY7VcSZSy1QHh3m+TtoyKruFCifcZkPXeK/v0bhMN2pyBKiKcuU61coN/fJ4pcDLOK5kj03zkCXAiqSu7Jx0jSAH97m6h1VNyoi4sIM7R5vh/x30wPPo5jfuM3foPBYMALL7zAq6++ShiGfPaznx195sKFC6ytrfHNb37zXRO87/v4Y7Zl3e40Dvj9CG/G8juI3EzxcUblV7Oq+F5jarvvd5FmfD60NXZak2iKu42bnK9ewB+T1xUFkXhWDz0JEQWRKAknnJqiGcqTpmLQmUFSipMIx60zwgZLOqJWoOm1ERUDkxLOsCrfbd7CUHMkoXfM8xKc7h4lo8yp+SfwwgFJmmbKiMMWiCAInCiuc3CMRr5WWJ3ZGzcUE0VS2W5O98PdcEAyQ6DMDTqjFcd49N0GURIgonCzcYeXdl4hHc4ZPrr6HKeLJyeS/EFvegDecg44X1yj6XVI0oSUlDPFdU7klihrOU7nV/ETH0M2yGsZbK5slvnEyU+w0dogSiJOFE9QHfODNc0q/lDSdrTNqCGKClGvNUruDyNudwmDAcd7w3ESZgl6LOTn13F27h99NE1xb9xCzuVIutPXLpWEhx2KiRBEEXqT/WWhZJK+OW0Xmfj+KLlP7LvjEf9/v5kld4AoIf7/vYnyv3yIiKP7wXv5Our8E6PkPjq/2CfyPbh1gP/O0ctee+IMzUKDObOKKmt03RZ3D6/x6PxTrJfO0/EaqJJGXiujuAmDdyZbZulei4XLp3APticUX9Mkxm8dYC2dpFQyszlXGNO9+drk7wcBYbOFZJsTyR0g2N1FW1xAzH3/q/gfeIJ/++23eeGFF/A8D9u2+a3f+i0uXbrEG2+8gaqqFIvFic/Pz8+ztzdd8T6Mf/SP/hF/7+/9ve/zUfMubixCNjCUsl7t3pgbT5RE6IJMmsZoWhFBFAn8HpKkopVzhI3J5BbNmD2lw/8mjkNUEGRjquKTh8NB6Zg1njxjqOWGHraWY39yToWl2tlqABBFFV82eXus+l/KLVHRywy8JkkaZ0ieGQM2SDMIpGqhvoss6ry1wMniSe4NK/I5q8b5yjk0SWUpv8bOsPKWRYWL84+hyRq6YhzPL5nuuqJN+MhmIaLM+NuypCIIEm2vyzd3joaeKSl/8uBlqkaF8pikgaGYyEMVTTd0SNKYnFbEMKt8ZElCEkRUSWM9v0xBs7l2eJNvjfEkHqtd5vH5y6iSStWsUjWreFFAy2uzMzigpOXJaTaqmse2l+n3d4AUXS9jWXNZC2f8hS6Jmd1dEM7Ut0+SGCE32e9NZWYKGSaej1gpTG2Puz2UH7pE+OUjQpf8wimEioWwXCTdbh/tu+dlSb7lIBQNBFsn2e8iGmpW+Bwb/AtuTHo4nfhpeZn1XzLUm3d90mT2IFMchLhjyR3Af+M2i586x5X+9YyBqtqZQ5nnETT2KGoGaezgR220womZst2kKXEwPSCN3EEm6S2ICELmpzBCyYxfN8dB1GcTmdJo1nPy/scPPMGfP3+eN954g06nw2/+5m/y8z//8/zxH//xn3p/X/jCF/j85z8/+rnb7bK6uvp+HOpEGGoOQ7EJYg9DzRMnIUWjgqaY2ZCudglby7PT3cJSbSrWPDIJQejRGOwSJxFFs4ai2hmN+9wZEtdB6fTR8mUkLUtGAsJooOgEffJGGXVIoTa1Aqqso+gFup37RKJMH4EwTUkCl6pkYKk2ZaNCc0jPbjuHXKpe4OpwGCog8PTiE5TNKod6mZJRyuRNBYG8XkQlkyqWtRKvH8P81wd1FucfxfFaSJIyhDdOr0YkWUd6FzGwh9EP+/SCPpfnLgMZQzhrm2icqV5gqbBCkiaokoo2hJVWc0sZ2UovIQoiXbdBNbc0HLZqJMNKPIl98tYcsqTS6m0jSxqKrBOEDtXCGoqkTunW67KOJIg4oTuR4CvWPHGa4oYDSmaNJIkQFJP/fO8ro5evKRus55foeF2+PfZCBHirfoX1wipzVlat9/wBX916mXeG2PecavEXz/4oC1aVnL2EaVSBBFFSR7KzomUh6BrpmQX6WkSYhuRFG0O1sNQCQeyOIJCV3BKiXUT99GVwA9I4IR176culIrKdhzRB0DQkS0V9/CTBW/cy6RZDQ338FFLRgqcWsv5xKCCWbERTRf1/PkPwq98gbTkggGBpqH/hSeJen0gNieMQxTgJBQPtwjpp10NUVJLAJ+r1EfIG4g+dQVjKZdXwoUPye7cRSgba2dOQCkTbDURdQ44VyskSqQwDoUMQDxBFGbwIQVeR8jnSMCBuZZWKkagsMc/8lobySh3W8vAoBKJA7B+tgCJCBFUZuUA9DEGS0RZWCWIPEYG03SJ2HbRSRqSKAje7RrKCXC0THTZBFFGW5hAtHTlXQBQlxFxuhJgJm01S1/u/x5AVQFVVzpzJhlFPP/003/72t/ln/+yf8Zf/8l8mCALa7fZEFb+/v8/CwsK77k/TNDTt+2eBNfo7ss5y9QIb3W1ea96mqOYpFU6MZGxN1eJs9TyLuSXCOEARZdIkYnus7VLvPkCUTa40bnOvs4koiFyunudytYwlKZyfewTSlP3eNtvt+hDqJmDqZe40bnJQv4Ym65yfu4yZW+Xl7W9nUMLcAm60T5REaJLMQn6F1dJJ2k4TS7UpGmXWC2tIpAhk9nyarHOifJr79StDwTABXdaJJQ1HthGTiHPV89xq3CJOIk6VzxImEfd7u1TNeWpWDWXoFZovn6LffoAk62hKAVnLIUrvTurwIp9vbb9Cx++yN4ZpLuh5bNVGlmSUWOWgu0nLqWOqNkvFU+iKxVL5LPeat0nShNXiCTTVIoo8ttr3RsJnllagnF9BU0xq5XNstO7Q6W5RMasIwxePOazuDVnnUvUCLb9HksTEaUKUxMiihBu6XN17cyTyVWefU9ULfG372xMrKydy2ehssWjXZso9uGOrrQf93VFyB+gFA/7g/jf4yTOfgbBPGA5Q1QKqJmWyFoBkGUjPX+Ktg1cJ+lk7TJdNHjMsVtIqCQlC0SJSRKxQJ/kvN4n/aPg3chrq//wC6ckTEKdEey38jbvZSiAVkdaWiR5fIrpQRkslDNkgNWS6Tp2m84A0TSjmVjBFEa+9DYaI8UsfQWpGiJKEULWIAx+nfoe0n1WpYaeFrqSoik3wtdvEzQHCXA7zzz8OhkwUuyQvZatdoWSi/c3niHLgbmerNmVhDrlWZfBHr0CUfaf2hRWipUUMu4K86WFt6ghfuk16rkD6U6dwWjsodo61r+yR/oex9klBw/r/PM1AOFoxx/gYH34U96V3Mn0eScR4+gKBkXK3fntotCMwX1imWKwgmzn6+/fxO9nsS7EKWGdO4KYgr1QZRAfESRfJ75K31pELObydbCanVmtop88gGd8fg4/j8QNP8McjSRJ83+fpp59GURT+8A//kJ/6qZ8C4MaNG2xubvLCCy/8gI8S4jThrcMbvLKfDa/2BnVutTf4Kxd+gjkzI3Q0BnWu7L2eVduKzYo9Ce9UZZPb7U3udbIbOUkT3q5fo2SUOFM6Scko8/rWN0dkqo7X5O3dV1gtnhohS7zI5c2dVzgz9xjzZpkkcjnobLCUX+NB6y6NMez500sfYjG/nP3gtdg5vDHSfCnllugPWw6Q9fa9yOf6WHtBFhXOVc7hRh532vfoDdUZ77HBmdJpnlx4AlmS0cwyUqLi3r2H17qJoKqYZ86gVMpZ3/bhNRyKb0VxRDijtdNwmpwunSKKAzbqVxgM2y5dt0nf67BavcBbY8d3/eAddFmn3tmcULUc+B26XhsrTXl951sjtM529wFtt8UzKy9Q1Ao8vfA4oiDxlQcvj+QR3jy8zk+e/VFOFFYY+N0pFU0/9qdUKgGaXouzpfWZ3ABLOTIZmUVqe9DfpescInrZd+d7LTS9RC6/PsKNd6LOxAD6fO4M3q2bR62GPcidfwRhs3uU3AF6PuG/eQ31734S79Zd4nrz4ZeBv7VHvQJvHrxNmIQYssEzyx/CCAQaw8GkIIgokkyzdaSI6bBPZe4ispr1lONWc6oFIbop/q+/lMEsgfSgR/Af30R6ao1kvMXTcgj3moRjC0FRVXFfuTZK7gDh9S2suSeRY5X0f30R4Tez4xHeriP83n2s3/xxhEFC+DuTIml0fKQtH1aHQwVBQC/Ooxg20mefJXF9BFUmMRQ29l4bc1FL2e9vkZt/gtDtj5I7QDjo4KkG+sVTNBvXGarrkCQRYbOBv3fUqg3qB0iWjVLI818jvjdTyvc5vvCFL/C1r32NjY0N3n77bb7whS/w1a9+lZ/5mZ+hUCjwC7/wC3z+85/nK1/5Cq+++ip/7a/9NV544YUfOIIGoOv3eO1gUsM7TmO2e9l8wAkGvDNM7jBUTzzmeqRpeTY60wOp281s4OOGzhRTNoyDmezZKI6Q0pjWkE2qyfpEcgd4a+8NnNAhjDz2GjcnrPtavR1y6lH/tWDWuH/M3CJKQvzIRZbUUXIfHXPrDr0h2SSJIpybt0bDpTQIGFy9StQ/+p1BMODN3df5ozt/wDc3X+RS5SxL9uTKbM7KtDq80B0l94dhKBZb7UkcN2TXzDlGeoEM6zwI+lPkrUHYZxAOUCSFy9UL7A7qU9o3L26/gh/5MyVk+26HU8W1qe0nC2vYqs3HVz88Iq4JCHx4+VmK+tF1XrSqU79b0YuIx0TJfK9FPOYF6o35k5b0MmKjPdVH9g52STam0UnpbpfUDwi3J9FXwek5Xtl7baTS6UYuNw6vT2iom3oJd4bN4mCwPyLWjWvIPAyhH42S+2hbwSC+NT1PS+7WkYwjDoIgiqT+tEhb4niw0YF/f3PyH/oh4t1+hvw5jv4BxEjEmlvFmlunsH4ZWc/+lmjqyJUCUs4iSoIplVOAKPLxu9Pn73cbQxXNo7+nyjZRffr6+/t7JP936MEfHBzwcz/3c+zu7lIoFHjsscf4vd/7PX7oh34IgH/yT/4JoijyUz/1UxNEpx9k+JFPL+gRxiFP1C7yRv3aRIX2MAn4kTchH+BFLopsIgoyRbOKKEqEcYytWnhuVompokKYRJSGCeDdTKHVITb+CASRUNBtem6dOWuejtchPKZZ8hBtE0YBoiiRpAmaYhPF/pF41VgCkyRlysIPst64rc6e/j+U4k08j7g3nWTjXh8lnydOYm4d3mB7CCUNk5Bbhze4MHeJ3f4+uqxxvnKW2hBVctyLM9s4+/oMggGWmp96IeT04rtoYx5NDSRRojPD7HkQOkRpgqXaUxV5EHs8t/AkbuizM9hDFESemnuEJXseURA5WVyjYpQyT1BZJ38MermeX2berLA/dCGSBIkfXvsw+NNJZJyZXDIrPBiatiiiCuF0wkh8D2GxPLWdgo6gSFkff4xl6UjTSdQJnYn5iShIJMzw9E1CGNKAJHuGnueMYWN62Ed6YoVkq4W4UABBINltIywXif3xey8FWZqo4AFEXQMnne18F6cIcxbCo/OkgwDxsyez4fKug3i2glGefLHGcUQYuSRJmImSCeKUhDBkz4Wsm0Tu5P0tqTocJ5alEbKmgpO9KERNIwlDRF37vpp8jMcPNMH/6q/+6nf8d13X+ZVf+RV+5Vd+5b/SEX3n6Ad9Xtl+hfqQlWmpFp9aeY67nQes5hZI05S1YQtEkVSkoZ3Xw2i5TU5WzuP290gjj5xZ5eMrz/HtvTe5WDqBnCakokRuSCu3VJtTxXN4kcO+s0ecRFhqgVvdPS7NP0EQZdN8RdTISxontTIkIWl5jkRWucNtVEnlTPksaZoM0ZspCWCYc/T8DqZewpZUOr1tNMViPX8GIYVEFFnKLbM1ZKxaqo0sKsznl7Mh5jC5rudXKekF3MjHHipDCqI4EzEhDrG/g2CAphicqZ7HDRy2h3/DCQb8+JkfxvU7dJ0G7d42Ym4RXTaoWIsgSoSkyIJEFDos5xY5OMY+LOglClqeW/tvjOCheb1MziiTpAm6bExoshf0IuZQAlYURB6tnWdrDP0E8GjtAqasAzpPLD/LzYOr9IMuFbPG6doFclqenzj9WZzIHbF6HybxOEmIkxhJFNFkdQpXX9IL/I/nfoyO18GSFRQEFEmjF3ZJxip2SdKQJI0kCEk6fexBxIesJ3mQ7NHwDlmpnEMb5BBjESSRKOwjl0uISgHhbBW6HoKtkWx1UH/uQ0hFG+PRs4TbBwiqTHTQREXGki3OS6sogYCjxdwI72MYFSJBJE4SEkFA08o4Tnbdda2EKlnIkkYSh0iyhmzb5C49SnzYIRVSEgWkYgXhk+dHBW7adUmTGOmxFUTbIL62Bwkon30EYb1Eb/se0cVVPCEikkTs5y7iv3jEO1GW55CKNuRE+LGT8PUtmLfgQTfzgH20imCqSP+vZwk2dvFuPYA0RcgZmEVlonURxyHt3hb9sflPpXia9cpFDntb2EoeN+rjxz6GaiMVTEKnh2LlSOKYsNfCrK0gCjJ5YyWrziURP+qgLs4hihKSYRE7LqKuoZRLCNJsiYb3O4T0+604/wOObrdLoVCg0+mQz//Z+l43Gzd5c+/NiW0fWvoQW90HHAwOEAWRs+WznCqfIox8el6bmIQwDnnQ2uCpxSfwjxGgzNwqERHdMQq1LBtUC2eI+h28w10QReRyjabgc7u/z4JRots7kpS9UL1M0ttnvJRRzAr7kYeuaBNOSxVzHlkQaIyRo3TZ5ETpNFqY4tWz4xBECWv5DLe79ynqeRy/R5REzOWXyOslmm6bJAlwBwf40QBNsVgsn8XU8qRpind/E+/+EV5fUFVyjz9GX4x48cE36PgZxrusl1jLr3C7cZOnl57Gc5sTPqSyqHBm8Unafo+v3P86/rDFcrZ0isfnH8OLHB607qFJOjV7gYJRRJEU/DCTLxAFCUM1RwJmfb/HTvcBTeeQmr3AYm4Zc0ySwAld3jm8wcu7bxCnCY/VLvLM/KMj/DpkekBxEqFKKpKUGXts9/d55/AGqqTwaOU88/YcQeTz+v7bXBs6ONmqxWdPfIKKMVlVJ0nMwNmnN7oHBAr5dQK/Qxh0UbUCtr2EhIZ/7S7+9aPrqpxdQbiwjNKLcb/8Omk/eynIpxdQnzuLnLdxBx06bp0g9ijoVSyzhCTKRPUW7rU7pEGAurKIuFQjvHMAv3sja6cYCunPPcWGuM9G697wXtF5eukZ5MSHOCZxHCI3Wy2Jskp+4RxCJ8T90mukHQdEAfXZM8jr80T/x2skV7IkKpwoofxPz5J6IcE//9pEFa7+zx/hwbw7IZZ3tnKWM8YaYtdD0DWkvIWoZoP75J06/PEDuNZAeKxG+qEFxCezdl+408D5g1cnrrdYtLF+5BlELbsnPL/L/uGkpr8oSMwXL+DVtwkHXWTDwphbRbXyRJGP6xzgOoeIooJlL6HIFu7efYLOEdfFWFhDKVQI72/jPziSthZNE/vxR5CMPz2S5r3mtf/mhqz/rUaapmx3J23xSnqJg8E+B0NzhyRNeNB9QFnPc3/MUENXTJ5ZfYF4Ru8yJWO0TmxLIsJeC3f/qD8f7D1Aqs1xq/OAOVkZJXdZVBCTaMpgOXSarNfOc699Z2LgmNcLPDgmmOVFDqkg4tWPEkeaxLj7m6wvrvPO7isjWnbbPeRk5TwVa467+6+TDNtQfjhg8+BtTi48mfmqLi8h5eyM7GEaKKUSgqFze/eNUXKHbBhZMavYah5bsWh3t7GseUhTfL9NFAe4ocuLW98aJXeAW627rBZWmLfmqOWWuNu8Szd0OCWcomJWSAWRUBBQRAlJPELw2FqOs9WLJGkyVU1Dhqb50MLjnC+fJk1TcqqNdGzpLUmZYUU6XGbf6zzg9zaOoL03m3f5qbOfI4j9UXKHTEL5m1vf5odOfQptrO0RRe5YcgdI6XTvU6teQhDWEEUZUZSImp2J5A4Q3trCWl/Cf+nGKLkDRHf2UE7M4+lwv/nO6B7o+01qnKAY5Rl86wj26t/ZzITV/tNYovMjel6XDf9oFuNFHm/vv83zax8mGXQYuEcrqCQKCFpN0j+6lyV3gCQlfHsTYT8cJXeAdKNFfP2A5Pb+VIsl/PJ16j8xiYS71bjF4olFcvM5Bm6ToLuHaVYwmirC//sP4NrQo/jf34SfvUx6voJgKsSNSbIYQNLuZ/aBwwQfzyDA2UaNwdatkZNU5PTob94gf+oRHK+OOyyQ4jim27lL0To1kdwB3P0HKEZ+IrkDJI5D3O//mRL8e40PEvx7DEEQmLPmOBxL0jWrxv32xsTn1gtrbDXvTGzzQocwCWeSjGapORpqEb8+LYFqOR6n86uZWNbEHmaHJEpTglfv5tKUxOHUxD1NsqHt8ePbbN3BUq1Rch/tI40JIjfjAigKaqWCWjmSiPUjf0p5E+DQOeTDq88TRCGbccA3734VRZT51NKTLGgF4jQdDXDHo+N1SeKYb48RlLa6W3x4/WP8yda3qLsNZFHmhaWnOV8+NdJ/EQRhigA2HoIgUNBmzxlaXoe3D66y0d1izqzyzMJjvHQM656S8k7jOovm9AB136njRd5Egp+VYCAlSSI07Wh1MWvQCEAQEe9MD/OivRbOfDLxgofM+tFqTUtApM3J+YNga7SF6UFj1+9kUtnudPIU/Jj4YHL+IVbzJK9vT302vd8Cb8Y5eSGSYE5tlhHYP7w2csVy/TZLV8tI146d+/95BX7uMjxSQ7Sn4YiCpsCYVMAsjoacygTHbALTJCZJQtwZwnlJNH09SVPSGfaWMHsQ/f2IHyiKb+SmaAABAABJREFU5r+3WCussTZER0A2cBy3fTPkzC0pnuFt6QZ9dKMKCAiijCTrgIAiG8jyMaYhydTARlR1BFXnfn8PTT1akkVJSCzKHE/zulVFljXmc8sjggxkOi5Va56zlQucq1xgtXgSWVQwHkL3BHEktSCp+pTOPGQthXcbAIszEmcQOhx27rPfuMbl4jofWngSAQFREFnOLXGufIacmuPt1l2+uvM6fhzQDx3+0/0XOUwSXqlf58nFJ8mrOSRB4kzpFE/MP8qcWeNOa/JluphfGiX37PpEfH3rZerOtEzEu0UURzScFvuDOs4YWsUJXX7/3h9zpXGTQehwr7PJ9ebtmagmPw7JD78nUzY4WzrFicIqBS2HKk5yAmZzBATE458z9YzdCaBICJaefVeagliaHmxKcwWSMWkKRdLRFYskjRFmGISgTtZ7qRNgp9m9KQri6Dt/SAJT9RkvQUVCMFSEgom4UARJJO0MEE/PMJeOUuSPn50+7k+cYT/MCilTMVnKLVPQCghpDGmCPCZfkfZ9UETSv3SW5B88T/qj69mj4GTfiVQrIpYnj1N/9gKipRMPXOK+gywa5O3lsU8IKGr2PAiihFKsohRrCFL2nM0a+gvy9EtCkGREVUM0dARVRcrZo+daNA06bpum05hARL3f8UEF/x5jEAzY7+0ShB6ruWXmcwvosoETOryy/W0u1y4SRR5B0Od09RHCJMCPfSRBwg36WFoeWbUoVM7h+13i2EO3F5AUg2LhJO3OBlHkIggSviijFMsIBzsIikparVEPWiT0+OzSk1iqRVkv0Rjs03YP6QY9FitnSGM/S76ijKxaDEKHIE0p2ctoskrPOcSSbWwF/IeDYlHh8cWnkUUNYekEfuRmWOdURNMLzEkp1vAl1nSbNJ06C/lVdMXC0ksMvBaqbCCJMoIgoimTlVcYB+wcXicYCqR5QR9Z0nli/lFMWac7OKA32GNPkggjH0WU+fTyM1iyRkqKKkp0/B6vH1zlz538GKogc6t5iwedTW43bnOxdoE4iUdtH1vNUT88BpsD9gaHLOcWv+v37IQur+29xdVhayWv5vihk5+gYpTo+D0ax1Ygd9ubPFG7TJiEqKJMStbOq1lVSlqeJ+YeQUJgt7eDLMo8t/jUlJKkIpvY1hL9wVGrrpBfn3rxizkT4/lHSFyXRExJ4hClWESwNPSPXyZqd0j1ISQzEZFqJSw1otnfwbDm2XMOcQOHtdwyqV1Bdl3EgkXSHhBtHSBUTKRHlonf2Uao2ogrRcp6lWcqNmkcgJCxpA3VRlcMIhOkrkH8MEEJInK5xOFfuMCrh9epRy2e1k+wfiChr6wSGyLoEnxjG5oO8o+eR5izUP7Sk0Rfvp7Z7H32PNIjSzyaKPT8jN184BxSNSskgoSgl/Aij5xRIQ4HRGd0+O0fY7DkEKUeyo+exvpfLiOvZy9XwZDRP32ZNEig6yMaGqKl49/cwLu+AUmKemIJ+9waUtkmiDOXLVU2iWpLJKrIwG8AKdbiAoIoY9nLeLGHn0SAgCZKSJqOuXQCZ/f+8FJI2KtnkQ0L6bFzNPr7DKI+JWWJglrkjrvFre3sHjMVk2dWnqMwBp99v+KDBP8eIogC3tx9ncawPdP2Wuz2dvjw+seoWTU+svphbu6/TpIm5LQih059wnNzIbeELpvEsU+7fWe0xPS8JqY1z/3eHrpsUM6f4G53h29tvEhNK/LR2kV0Teedg8yMWZU0VvUCt+pXGAR9ykaFy0vPktPyxMGATvsBIys6u8Y39q/QHYMLfmjpacp6nt5Y1ZskIU53C6Owyk7niBAjiTIrVhG3+4AkypbpNTXPfO7xTF5X1lgonSGJPEK/Q5pEaEYF8diiMAidUXJ/GFHsMV9Y5+bYEG2zcZMT9jKVk5/gxuF13CFEUxZlPrT4NHc6m4RJzL32HZyhiXKYhLy1/zZPzD9G5yBL8Ekao4oKwTF4W25skJqkCXWnyd7gAEmQWLBrVIeDz73BwSi5A3SDHt/cfoUfOfnJEUt5PAahw6JV4yubfzJxzD+W/ww51UYXFa4dHrkbvbz1Mp848QlqVm20TRQlbHsBXS9mInGSiiIbU5WiIIqI5RyDq/dH2ifB4QHG+gnkYhFn/4DUjR/ulPxCEV3LUSqe4sv3vjpCdO309/jxk5/GXxGIwjryiknu3BPIsoX8Y0WSj50i2KsTHrYQjYRO5z4jwTlBGvETZNUgv3SeOHBoRT57QYeGW+d/v/0f8YZtp7c6d/iZMz/M5ULK4Udi4tgj//xZiuocUj5P7Lk4FRf5p89l1zN2sKWYql7jav0Gh8OV2NnSSe7U3xlJMNT7uywXT5CetjON92EbMRQcuiciitVlEm9Ar34na58IAmZpFd3OEe0c4l05EhcLWm0arsrV5lWSNEEWZR5ffBrLNumMWVl2BttIikYkKby19/oIpaVKGk8tP4deKKMaKmHkosg6omriBg7vHLw+IqUdunXmc8s03PZov07ocGX/bT608hzKd2B8/2nigwT/HmIQ9EfJ/WF4kUfP72KpFr2h6S5A3qxws35t4rN7vR2WiuvoMEruD8MZHFA1a9xp3CAWZf5o+xWSNKEb9HGSgKdLa6O++VJhnZv1q2N+oA2c3dd4bvXD9DuZQXcWAp3In0juANcOb7C8MD3YiSOX4BhxSZY0XPeAKDrqwYZBl5xeRB9W9GKa0G3fG/3dwO9g59cwxpLXLJCyIhu0Zwycfb+DJ4ijRAlZi6XpNPlzJz5OXrPZnpFkRVHCUAxkUaZiVHhu6Sm+vvXy6N8Lao75sWPa6e/z27d+dzSYVkSZnzr3OebMKtu93an97/T3cCOPop5jyV5gZwjNlASJx2qX6IcORa0wOu4oiXh9/20+tvIct455vQJsdbYmEnx2DjKqOgM/fiziQX9K2CpoNolCh3RcKTRJ8PZ3sE+cZae/PwHXfbJ2Cad7f8R7iCKHdu8eleolREScq7dJOn2kpSoNLzOyHu02jekM9jGGMwpJVtn12vyvb/86fhzy2ZVnRsn9YZQUg93G0TPRdvdIxJS51MZvHhINuow3udy9bbz58ii5S4KEKoq0j+13t7NJdb48Kb4GJElAEgX06nePeuNpitPcRNZsgvuToIb49BzvNI4gmFESsd3ZZEmdngO4XocdrzOh0BrEPk3nEE1IaY4ZwefNKppWnpK83u9ts1w8NdKHAmg4hwRx8EGC/0HEcYTKw3iIMB23gYtnyPFC5nmZzhyypiPSg+M2ebJ2gVcPMiSDIkrEY0OahGSK9p5R/UPisaQoCALejKGPEzqI8nSCF0Vlyk7QUPME/vQQzXObmGamauh7bY4n8EF/B1UvjAZXqmwgS+qEVK8kyiQziB6KYtDsTeLaH61dYhAOeGX3NWRR4kL5LH7ksT32IFmKxYeWn+O1g6v8u1tfZs6s8PGVFwiTAEsxmbdqo6FpEId8c+fVie80TCLeObzBp9eqVMaExR5GXs2hiAq6rPPJtQ9zt3Wf3f4+J0vrvLjzOg2vzYn8Ms8sPMmre2+QktJwW8RJPJPQ8m7zizRN8YbsZU3WUGd8V0k4PbQTFYXYdaa2R+6ANEnwjn23tqyT+pOfT9M4u4f6kHSyl71gqYTJ9D3gh4MhryLDxv/h9iu0gz45xRyxYB9GScuhphEPt8qSQajabPoDnM42hRn957DfgbkSeS1PSS/Q9ftTA30Y2uS927VMkpmDzyRyEa3J6+pJM5jhSYQgCEPFSGlUmAmSSmeG3aEqyTTHdOYBus4hZeW9QbMtxUIW3/90/EGCfw9hqRY5NU9vrCJWRIWcnn15ZWuOlnOYQRYFYab+iC6bYygaAUHI0DOybNLys/06QY8la57q2oe50b7PvFlhvrBK22s+/K2Zx5cIoOkF/KGme5omFGZUgwUtj6RaSLJJPNY2sYvrtIY9eUU2SNOYIPYwZZPg2CpAUe1R0kpnDJPTJM5kVpMYN+jjhQ6l/DppGtPubWFoBcq5FYIkpO93KOplgiSg0d+nZJQ5KWkcDKv7gpbHjwPutrO+ZphEvH14jWcWniBK4gzzLsrktBz/7ubvjgw3tvp7bPX3+MkzP8S58qmJ4wuTaLZ2jNsmThOW7UUKap7O8LwFBD668iyGog+PKceTC4+wNFjgX1/9rZEW/93OA3rBgDOlk9xu3eVEYRVbs7lUuzTBnRAQyGk5NlobLOQW0IdJPIojDno7bDSuZyxj2eDCwuNYgkV82CbY2M2o9MtVBEUhHUv0aZqilao47iaCKI0qea1UQ5Rl1gprHLpNkjSh5bUzvqkgY0plxFAAWcSjMxywp8jLVaRqASSJkm5QH0xKQuSt+SOP4Dhg1azwl099kj/efYuyXhhJx1f1IjWjhCJphIAk6WwlCf/+2n8avV4/tfgUH8nVkMaYz0quiK0YfKR6DiKPxJ5H0Qocjr3UbSXPsraMFMtIkkY8VmSpWh5RlBEkFUHI4Juj6y9IqCeWCTb3IM6+OyWdLrzabou10mn2wgAncFm0qpiJj6EWmLMX2Gzfw1JtamYNPw5QxNmVt67oU85SlprHHyvcBAQeXXh8wlf4/YoPEvx7CF3WeWblWdpuk56f+aGerJweoWksyeBc/iRx5CFIBk8vPYvvDxDThFgQkBQdS7MRAKt4hp7XJkljLNXGUguk4QBHUPAiD10rctKe48n5RwgjjySNeWzxGa4dvE2cRJiKhalaFPRidnAp6LIB+SVSUSEVRVJSdNngQ4tP8fr+W0RJRFEr8sLys8RpimjPIScxkiAgywaqalMUFZB0Gs4hiqxRMKpYikXY6mda7lqZVFZJZIMg8lFlDU0v4R1rtRhmDVFSafb3uDdGHjHVPKdql1EVI6tgQ4eyVqTnHCBJKmdrl7G0IqYRstvfx499ThdP8NbBJAEFYLe/j6pYfOn+i2iSyieWI3KKNeGoBHDgNFnJLZCmYA+X26asc6F8hlePSR9fqpxFEkQKep7Pnf4MTa9FmEQU9QLlh9d6LA6HL4TxqLtNHquepWZWuFw9jyiIrBXW0GSNu827KKLCvD3PzcMbOJHDI/EjnK2cQxAEBkGPu2PXy49c7tSvccFbxn/liFMR3HqA/Ykn6G/eJg1D5GIRc/0EiAKWphCFXuZLi4yaKxLFEbIgsGCUEBC5WDmHIKkUhEX8V24SDyUOjLOrSHkVjJi4JOEPRdBUqsznTrDf3wAgb86hD+/7OI6Igg7nFZk0Fbl09tPcdtr81OnPsKzlsUlRSDH0AnIa0Uvht65/aWLN95Xd17h8/n+gVioQCwkKMppdote6fdTOjFyiyOPS4tPcOnibglxgoW0S3bmFAxgfOo9Q1IljH0GUUWQT4TAgd1sl6bkIZ2q4uQGpDLJmIhgyxkcfJTpoQZygWDnWlBMZ01gQAQFZMfn3t7/MYIz1/CPrH2VRs1gR1zOP4jjA8ZqYkooqKRiKjXvMkEQRFS4sPM795m3cYEDFnme9fAYZgbXcPGkaI0s62rvIf/xZ44ME/x7CDV12e1tstu8hCxJnqhdGioBR4NDdP1JlVJIEUQgQ2gekZDhUc+4EAlkv/8reayPooYDA+YUn+dLmS1xvbfAXT34cXUhIQoeO16LV2yJNEzQ1x9Mrz4EgMZ9b4l7z1sg2bs5eHC0nG0GH3rCvp8oGq9ULGOITpGlKmoREocMre6/TH6tgz1TOc6Z6jqbb4sr+UaW51XnAM6sfply5SBD5bDRv0/PbAGiywfmFJ9AVi3zxFP3eFmkSo5tVDLNGELlsNieRLE7QxQ0G6KpFnMTU2xv0H0IZI4+95k3W5x/HUm2enHuEe63bNPp7PDF3kd3BIXfG+AaGYnB1yKz044Avb77ID699hHvdrVGldL50El1W+T+u/hYp8PzCE1won8JUDB6pnqcX9LnZuouIwONzl1nPr4z2n9Nsctp37ofP5jTAojXPY7WL6MNqTJM11gprhHHIZvs+b41d4+uH11kprGIqJu6MVUVFKhG8NQkDJU6I6x3yjz0BSYKgqgiigNvaxWkdVbiSaqEWMiLea2M8gb3+Dp9c/gT+m++MDKAhe3Eo83METpNocLRqC1qHGMYahfwaSRpzOKgTCiJr5TP4QZf2eFvCb3PaLBIICvmgTZomREAv6GLbizR9Z6b7WCtx6LpHBK5LxuNTs6okctFFhUeXnyNt9HBvDy0IJREUgW7niIyVd+cJ/7dXwR+e3x/fw/qZpxEfX0SSNXy/QyO4i1gewouDAfPWIrfrV4jTGEmUkY3qRHIH+OOtb3Miv4qtGEhJQPch2SmJ2Dm8xnLtMruNm0RJgCTKzJfOcOvgCl7kUDbnqFlzFM0qmqjQbt0mGq2iBUrls2jaByia/+qRpinbnU3uDYdlMRFX9t9ElTRq9jyh150Q6VLUHE59UiFycHAfxcxT7+1O4MpTUh40b6GIIj995jMspiGp3yaVDZrHvENbnfvUyufZ7T6gOTiSGTjo71IwymiiPErukNkHHnQ2SZNo5G4kSOpEcge407jJQm6JW4eTg+E4jan39zhdPc/h4GCU3CGrLnfaG5yqXkQzSiiqTUqKKCpZb97vzcTP+0NtlSj2R8l9PBy/ixtHvPzgxVGibnst1kun2Fcs+uEASZDIawUOj/VB626TmlnmwGmgigoruXm+OjZo/cMH30CRZB6tnqeg5fjM2kd5duEJBEEgr9ozWa3fKebNCnnVnmj3PF49T15WCYMeYppMuFcNgv5MktfDUGaRbZBJo+mZThoESGOeB1Hg4rSODQ6DAX7ocuPY95qS4g96iN40uSqNI/z29PcSdlo0TJfOsFXoRQ6LhTX6x7yAAeTIo2wVGPiTq6lBf59yfhVFlKekoU1RZrxbHswQuXt49Kqs47aP5jTK2jxOcnTMoqgg3GgeJfdhRP/pCtrZecgzAhQ87Otrxhx3GtdHg2hJkOnOEJ3zYp8ojYjigO5g+tx9v8fJhSeIkhBJlDno7uIMK/rDoUdwyznkXPnsWHLPzqvb2aBcufhdjXG+1/ggwX+X8GOfB8dkcwF2ug+o2fMk8bFENqNCgZQ0iRnMYGP6kceSWaUmq6SBiygq+OH0wMz1O4SxP9MTtOd38GZICg28NpXc4ijBz6qe0qGd3sPhmICALCmEcYbjT9OU5gzmXts5JEpCVFEaEXWiOCCMMhGptfJZttv3xhK9gKXlR39jtru9ynZve4ptu915wPNLT9MJesxbc/z2nT+aOp6SVuDDi0/Q8DrYis4fbH5j6jOv7r/DueJJNFlFkWTKRnHqM+81inqev3L+c9xub7LbP+BMaY0csDtss4iizFrtUfThSmApt8ztMQ9ZRVQ4X72AMXSnsrU8Oa1Ab2ywLVsm6ullgluT+kXy8tzEz1nPffr7T9Jk5os2EGL0GeqMgpThuaPo2CBX0wji9tGPkj5SWzwekqi8yzOQUFZt/uq5H+P/vPGfidIYAYE/t/5hhHCAImUWjG4wwEuynvZ4FS/J+pAcCFLOQlqskjoegqUTJ0cvTkGUSNszvF8H/kg6+HgSTQVhBL+ETCF0Pj8tAX2qsEpOsUiTaOb9K4oyiqyjkB1nf8o2MisYv5Oh+vsdHyT47xKjhHdsyagO2XSqUcDr7SOrZpbsx6b6il1E0E3SOEYQJebsRTrHKteyNc/N5gaPmMUhSSYeCWMJgoiulRBEkWhYvZqKPcTb53FCByfoIwkytmYx8NpIkjJCrOiqRRQFGGqOIPLQhg+kJMrktTxu6CKJUuZOlV9FTgQqoo0QRCSagmrlsgpXL9M7VjHbWmHiAQ8jj8PWHbzhTS0KEicq57hbv0bJrFGyajhugzh0MbQClfwqnf4+eaNCksb0/DaGapMOKx1FVCgbZfzYp+f3qFlV1oe66x9ZeorfufsVLpVOktdstvoHnC2tUTaKlI0iURLPNOvWJBXxGKolg6RmCaEwNkB+L1ExSlSMEmmast+8Q3twBLFMkohmb5tF9SyCIFIySnx07WNstDc4kVtEF0QkMVPFlBUTTTG4MP8EceyRxhGirCHLBuKFEsgyURqRVkzkfA7JmuzXirKKKKsTw8TsfDVOlk5zrT7pWyBaBuZj53FeG/NYnasgmQaGskLv7vWREqggyUS2jts6SpprlYx9qutlHDcjAT2MnL2ALKkMjukraXoZMRW5qM3zdx/5K3Ril5xmY4sKXa/JIHRo+h3KRoUwTSmXTuM5dcKgj6oVMKwakqQShC4d06GzEqKLFiXZRCUiiIZFTOQhXK7Bt4araFlEsDXEiwsI+exlqqg5JEkdSUQIZM/E+Msw8rt8du3DfH37Ffw44GR+lU+tPI8iKaSiTCW/ymFnTExPEDH1An7Qxwv6CGT2js3BAaIgUbXmkISsGFJUG5xJKRJZtjL7wfc5Pkjw3yU0WeNc9TJdv0OcJkiCRNtrsjjs2YqigmkvE/SayIqBJOuYtTViAQ7dPdz+PpKosBha5I0KS4V1djubpKSUzBoL+WU+peYRZBVXkBAFEVXW0bQCqWxyu71BGAesFtaJSTlZOUt3cEAQ9ilac0iFdWy9iCpI6JJMEgcIokLP71GyF+h6TYI0IG/VMBSTD69+hCRyEEIXJBXDrKArOicLp/Ae3CPu7Rw9ruUaiZanYi/Q81rk9SIpKS3nkJXy6Ym2hud3R8kdMry049S5tPQsfbdOfUzgTJY0VsoXMSIBr1NHEkWWS+vIkspCbgnSlJxq4nptZNXiYvXiqNIFOFtc52fPf463Dq5w2NvlbGEFfawqk0WJ5xYf5/4Y6gLg+cUnJnDGvWDA6wdX+dYQ5fLswuM8NXcJe4wU9V4iSWLcYBpO6Aa9TNRsmMzn7DmKik6ncQt/eJUdBIrV88iKSRr0cZpDUpEgYJdPIltluLjI9uFV/HAfoS0wzwkquSXk4blIsoo9d5pB/R5x6CGIEmZlDVk1WJZWSdKEe607SKLMyeIJhCjAL+dJnz2H4PqgyAiFPLEMje429toqQphkMgiqgqCbnJQuoogqmqJjyBY73S222hucqZyByAdSbLOKIGnU3TZWboXQOSRNQnSjgqFX6N14hyTw0YB5RSF/Zh5fSrnTujvyxG04h5SNCnP5FXLF9SEcU0IQBOI4Yrd1Z9SK9OjTDducrj2G6uePPFXXTZS/9BTJwCFZt4jVGDGXJ0lDJDREQaJcOpd5IUQespzJct9qHr3wNEFhPb/Ogl5iEPRJIpcw6BGqZgadlFRK+TV8v4skqRSsOUhhu/7WkTevUeF09RK6IBANmkCErpdRZAPDqOG62cpYFBXyhfUPEvwPItI0JUhC3tx/e/TFnSmfwVDMDGPc3MNrHfUEw14L+8QldpvXRq2WOAnZalxjrfYIQgonymfRVYskDtk8eIdcbomXt14b7d9WbS7NPcKr298a7fd28yaWahF6LdyHy/igjyQqVMwq3c7GRF+vmF9jt32P/rB33nObGIrFcvEk4Vj/sO93kCsXkMKIuDe5pAyadfTaAqqmMmfWaPd3EBBYzq2M4H0Pw5uxHA3CAQIprRltpdBp47azijdNYFDfyB4UvYijNDgcMYF79LwmhmpiDpEG/aDP1ze/Mbped1v3cAKHj69/ZJTAl+15/sr5H+et+nVS4KnaJRRR5mBwSEHLo8kqt1sbfGPM8u8bu6+RU0yenM+Mv/3Ip+Nldn+malHUS5gzyC+SJGMbVfxwEk6YMysT2jxJEuP0JolDkOL2DzCsefrNjbHNKf3GPUTFYKtxY3QvpaTste9hajlyQ/ZtkiYcuAdEuoxpzxGlEVudW5zVDQzFpCBrXC6fIU1THLdBaFS5c3D7yNAlBsETeWrpGbywixeOfZcBLOiPoEk6tw+v4UcuZ2uXudu4QZImvLP/NsbQaP6MVuBu8x5XDq8jizJniusUtByreoWgXicJjjrtaRjiHuwQ1spThudNt0EQuqShg+fUkWQd3agQpcnEnCm7phFpFOFtbJJGD7HqEvnHLuPVHxA5exCCP6ij2iXU6iK9/n2SOETTy1j2AoITo317m8vnzhEoCXIioOx7dI1DttpHhUnHqSOLCqqic2P/LURBxNLyRH6XbuhQVLRJb163wWKpwqB1VOk73S0EAXL5VUyrRpokSLL2vvfeH8YHCf67RD/o88rOKxNf3O3mbVbyK5RleyK5Q9YPDSNvZh994Hc5HPaY18pnOejco2AtcLNxa2L/KbB/zMgCsheFe4x8FCchUeQeG9pkGjD9scEogBsOCI+RP9IkIoocxHcRt0uThL7boDWUs02BZncTWVIpjHnM6mqe/rFevapYw/Oa7A/n9DJed3pI5XYP0BSFw2MvhDRNGHidUYJvuq2pPv3eYJ9+MKA07KvLosxqbpHV3CK9YMDLu6/zdv0GKSkr9iKfXv8wr9WnIZiv1a9yqZpBJu82b3N7zBC7bFR4evlD6Mo0AalgzeH4ndH3Y6g5itbCsZZPOlM5Mo49kndRlIziYKYF4cDrjBK8H7rstO9NXZO+10ERFdr9yeE+ojzl1pWSzBTJg2wOdWXv6EXoR94Ez8Md3ut+HHH1MIN0RknE9aGqalmvoPWmVzhRr4tUnXacshQLIXLoDY1XwqCH5xxilk5NfVaTLcJGY5TcIVNqDN0BkTP5N4N+CymXG11r32uQphF2UoVOH/mWgBQnJN0BnFpgfzBdmBx0H1AdmvokaTJqXdpafoosqCk2wZgkwcNwentoZhlF+d5Win+a+CDBf5fwY3+mWqATOpTkMd9ISR6RfDJC0kO6x3hkhAdBEEmGD5MkKRMOQ5DdOLNUGd+tOzxrOPNuPi4z5YLTBFEzp1yYBFECVaHTnH7ZdAZ75IbWgwCGlkfX8nj+UQ++UjyJLOmoikkw9sJLhq2ulMnrKkrK8CSnj3H8fGZBFB+qU86Kze42b9WPzJe3+ru8vn+FVXtxCjufUy0kQWIQ9CeSO2SVZdfvzEzwqmKwXL04fMjTTCX0GO1cFGV0s4Jz7AWmm7V3UZTMZBhmWcepYy2rdPjf8UjSGFGQUGSDeOwl8W5zBklSp4aHsqQzOIYo8SMPU7GmDMjFIQfjeLixj50vETuTn1fyRURVR5M0KmYFRVI5GBxwqnQKd7B/bC8pQpKwqp9GGASkskhH7iFIEnFnxlD1OPjh4fZjz0XgdwjsObafW+S1/l0MUeVJfZ1qI9OkOc6FlSV1JuKp67U5WVyn1TtC0KUko+djPARBfFfS4vsdHyT47xKapJFX8ywXVojSBFmQ2OvtZEQHWUOvLZPKElEaIAkyQhijiBpzhRPEQzSAF7k4XjfzM9UKFK0qumwwXziFKCmU9DItr5n1HodCTmWjwl53m6X8EoqosNPfRVdstMIJ4jRCQMyW25GPLBuYShU5UjInHl0mFmQUSZ1AB0iijCIqhJKOqBikcUAcOkiyiaQY5E5fYHD/DkkYIKoa9vpZREVDEhVCJl9CsqiMZIUhY0bmrCU0vYwsymiyhTZsZyyWz2dzg8ghiFwss4KslukfZBWeqOgZjj5fRZJ0FgunkEURhkyCtnuIPaa0VzbKaJLKan4VXdFJ05SCln/X3vmNY/r8ADdbd/kLZ36E1+tXR0lJQOD5hSeRRWlCa2Q8wnfR9waQJWUqqadpSjzo49cPSMIAtVrDyq8TpSHJkOQiqzkkUUHPLeD1HxpgpJiFZTTFZLlyls2x1YYqG1h6gSgOiWIfCZGqtcjhcMhrqDayIGeDcElmrnCCB/V3RucZhQPm7CVa7iGr+jIqCqGYIMs6C5VLNDobBOEAXctTzq/TGlappmJjqBZdr81q8QRbnfuoksq8vYAiyqiizFNzj/LaQYZRz+wLLXKqha6bhJ0mSRSSFouIkoReXkCUNZ5YfJLN5h36QZ+1/CoVs4p7bPUpCCJyOyT86o0RdLR8Yg7lyXXipIPrOaj5EqKiETk9JEXLAA9jLytBlEjF9Nh+ZW66O/ybB18ebfuWcJ1fvPgXscQ8oWxgShq+18INeswX1tAVk4o1jxsMWNQWkBJQrRyGYROnMSkC0dAeUlMsfGeyiLDyK8QDB+cwW8Vq1TlkO5dZXb7P8UGC/y5hKRYny6f52tbLo2XpE3OXsRQbQRSIFOgPxu32TDR5gVxqM2hlvT5DMahUzrPb38FWbQ4795kvnKTvd+i6TU6VTtML5gijbKkNoAgiLyw/gzPYJU185irnSUWRW4e3R8vtxcI68+WzyKmCv9nFbx8tSY2zpzg19wS77dv0vTammmexdAoBkX2hQau7ha3lWSmdRFYMBEFAzZdIz10kSaKsUlGzKrGSX2X7cBKJUcotjyrmOIk47G1xMEZ6KdmLLBRPZZ+JQ+TQR0akXDiV6dmrArml8wSRhxN0UWSdRMy0KBVByBQCh1HOraDJR73vgp7nE+sf58Wtl2kMsdmKKPMj6mcmRMUexpxZY2PKjatASS/wsxf/PLfbWe/8dHGNxeHvm4qJJmn4x4Si7PciCJbEDIJ+ZrSOBNv7pK129m9RSLSQozW2/C/nVynai2hWCVFRyZiUBrJiIogSOa3AqblH8YIBkiRhqDmSJGK7foUgchEFiVrxBIZqgyDQclv4sU8/6KNFMsLNPZYrq4R6tro0zCJzikpyOId/5Q5pGKHrGtLjNeRSgXnrVLbS1DRkWSFPyonKeQ6cQ/aGQ1BZUnly6VlagwP22kfKjDmjwnOLT7HrHCLJBttOg2udLc4X17BPn+V+d4srw3vpET1mLi1zde/IMGWns4FAyry1iDeGStLEEt6LNyagnfHGAdrJJaRqFREF/+42kVNHqZaQRI3c6gUGu3dIQh9R1bEWTtIdbCKreQTZyM5RNvjda78z8f1dKK5ztXOHq2MruI8tP8P5ynlsPZ+ZqZfOE+3s41/dhDQlUVXSRy8RCTI3D7KXqYDAY4vPkCuexPeapEmCquYQgoTe7SN+QtA4IHfuMkqh+F3vre81Pkjw3yW6QY+vb31rouf4xsEV1gurKEJKfzCpPhhFDknk0Ts8Gs7EocugcZe58gnuHLyBrZfoei36Q+JLs/sA25pjr3O0LM2pJv3u0XAmTiPu1W9P9FJ3O/cpmlXkQUDcnuw3unc2sAqPUJQNysUSSeQTeG3udbdHeHwvcmm7TZ5ceR5N1uk6dfZamcWfKpssV8+jKzZRGlEpnCAIB4CAZZRRx/qHQehOJHeAVn+XkrWADHQbR9ei37yLUD6JblZwI4f6WHJo9XdYqpyn059Mxu3eFpZRRpKOkuuh1xgld8g0Zl7eeYUfPfkZ1GPmC+fLp3h7TIJYFEQ+tpzpyxiKztLYLOFhGEON7jd2XmUQDlAllccWHh/pD71bJGnCfm+Ha2NSCMv2MvMUSVttpGppStul2d3C1gp0x5BGgiBRrJxDFE18r8lg+MKLAcGo0nQahMPWXpLG7LfusFC9xBs73x7dq22vxbPSZaIbWdtAGrbgwkoe49mLOG8eSSAknk+we0DYbOFvbkGaoq0sI6yvkIoCVw+vjUTLekGPltvkuZVn2T/GEem5DdbmHuXV5j2+vvcno+2n88v8hbUP88pYMr9av4ZUOTN1DXc6myzWFtDFEj49RCQ0bNzBNAEqbvWQCybuWzchGUoG7x2SOB7GUxeQa1VEROIkIEgcrMIJdtv36AyH+Hl7aUIXBuBccY1vHXPpenH7VU7kV0dFjeB4+PfGLC6DgIHT5kb/SJUyJSX2HQYHu0i6BaJI5HUJB9PzFndvK6vi32cz7g8S/HcJJ3QnpFYfRj8YUBpjKo5HEs9QsYvD0XDH1Arsjj0Yhmpz2D9K7qZqw7G+fMokGeNheKGLFs64KZKEyB8QRl0YIlwkc36KbBUlIYOgT5pG7IzJCwSRw/bhNVYql9msXyElRR1WPfX+NmcWnsaQcqN9zIo0TXD708NUp7eHqBg0xnDE2SFHU0Pgh3G8B73fnyZf1Z0GfhxMJfiaWeYvX/hx6k6DKEmoGWVq5vRw73iUzTIfOfEx/MhHlhQ0SaPn93DDAaqkkdNyU/1YN3C4cfDOxLbtwTaV0mWkVptEnO5R20YJ57gvbxrjOQ0MS6bfnywiBFEeJfeHIYkKLbcxUYjosk580B7fKQBJo0s8mBzKC7KMqCp4G2MM6gdbiJpKr6JMKVJ2gy5B5M/suTeDAV8/Zk5f1nLcOCadnKQJyYxZkSiIJNf3Ed/Yxbo0D/2ARNtHMLXMS3X8vIs2SX8wSu4PI+72CXtd3OTo/hMCEYE5Ou6RfpLnNXl+/hH+YOsIsXZcKBAyRVln7Bocv34AAdPPgZhmVyj2sjmBZJdm2vWlUZSJwE39y58tPkjw3yUMRZ+pDmkqJpKkThAmHobwLnhWUZSx9FJmojy2zzAOmbMXiOIyDbeR2awdG7JmKpXSyF9TFERMNYeuGIjGjEGOphKJIYIgDtX2ZqE0hp9FmIn6CSKPMDl6iEftgPwafuRkqoeKgSrrs5mpkko0a9abZkPB416hMBzsjoUkKoiignSMuLSUW+DOsepxwZofacAcj7JenCka9t1Ck3U0WR+arm/xxu6ro39bK57gfPXihApgEPszE0RIhCzLiOl0n1WWdOIZMNMocobkt8n9CWQ9adIUVTGJ4gBBEEiSbDBY0It4kY8XOqSFGfLQtomgTs4K5HKBsDUtpeBv70J5dWo7ZPfzrAFwnKZcLp0iSAJudzLUmB+HKMd8bt3Iw1BznCqewRAUUkGg6bcxZBPhy5ukrQHxiwPST57Gm1cRnjiDcujBa/chiJDX5qCWxwsHxI+vIUcC3NklHcowpMLkdZMkjY47eY5B5HHCrPHDqy/wJ7uvo4oKCzO8dBVBHgnWAYi6jlQukbouiZslfmVGOo0FYcICJ3S66OV54u3J502fX0J8n6t3+CDBf9coaHk+s/ZRBuGAlAQBkQQoDzXPS8WzuH6mDhmHAyxrDkW2kFSTODj6EnV7jkYw4HpvD8vtcKZ0mlbnPqIospBbInZaJHFA0VrEEQRSUUFRbFStQJrEiKLEhfnHuLr3OlV7EV0xcYY9fNmcwzh/BvfW3UyASlMxLp3Hk31SsUzb72KqeXRJJa8VkUSJvFEiTRNaTgNTswmHCV6WNEr2AgACIpIwfosILJROcdDeGFXttl5iqXyO1eoltg6vIQoSRWseWy8iSTJGbp6w0UOUNGSzTJTGWW8ZkUrpFGHkIwoiQTDA8ZpIokqtdIZG+z653CJe6BInMX7oIosK0nCIuWTPs55fRZc1DMXAC13OV86974YJD2MQDHh7742JbZvtDZZyy2jyUd9flbXRi3gxt0RRLwIpllbg7kIPLelSK52h294gSSMEBHQtD6KEdwxmqhkVJEmhUDhJFHuAQOB38d0WS+VzJHFAHDmIkoogqciySVk1IXRIDZlE1okDCaWcBxHkc4ukMiiFQvb5aonoMEt4SRAiGiqJLCOvzoOugBeS9lxyWp7nqk+ihdn8dyBFbDjbaLLBidol7tevIooymmJQtBZwYp9n8gsIosQPLT3Fb99/kbu9HX76xKfo9htEpFzp3qUX9KgoedzGXdI4RADmzXx2z7Qz1FPy5y5wzdrOdIyaIMkyj37uCUxXJCnobPc32RmuBAVB5MzlsyjvbKNUSoSil/W0hhHHAZZeIkkjbL00RKuJhJHPJ5fO8+z8I9kMSJT59NqH+ermN1k0azxfuUhJMlGDhFj0ScQUR3UZLIEmlNEjjfDGfUzV5vLCU/SDLs1BnZ7fIZIECrVVQreHYmcvOFmxMSUZd2cLBDAWV5EL0z4E70cI6bvh6f4vEt1ul0KhQKfTIZ9/b+L74xElEfdad7kytuy+VLvMqfJp0jSh2dtlp32PJE2o2ossFE+gKQZh4BCHDmmaIMk6B36Hr2we9SRFQeSzJz6BKUh4rU3GoYGKVkDNLULYYzDGxpQVGz2/Qr23TX1sCCmJMqfnn6DTriMkKf3UwxVCTFGiNSYIpSsWp2qXedC8Q9s9RBQkVkqnmM+vQBqzdXidglml3rk/qhoL1jy6lmercZ28UR3isierzeXKeUrWAn7k4voddlt3iZMQU82zVD6LkMQMwgFbzdtAiq7a2HqRgzFBtaI5R9VexNILCIKI4/e4s//mRJW/Uj43wiCnacpWb4evb71ML+hT0Ut8fPUF5qzp6uv9iKbT4BubX5/a/sTi06wUjircNE2p9/dwgz5i7BIMW2KKbODLFl/b/jar1iIfrT2JGIQIiops2SSEDLpbhMPPa0YFw5ojTVMazZsjXRZDr2BZcwReG2eM7q6qeWRZn3hJCIJIrnQWKZHwgybOcF6kGFXakYMci+RCHSlIUPN5kGX8xKHpbxMnIZKoUC2cQk0UetfeGbVBBEnCvHAJLZchm1y/R9epE0QusaRz9ViL6kTlAqtKhfjuvYzsJAjIy0tQLpE0dojcybahPX8SccMlfPEmBz++yINgUounZNa4tPAEfb/DlZ1XJv5NEmUeKT2OrlmEgksUOgiCQBS6RLGPmVvlsLdDY6wlVrLmmS+c5MCtc21IjLtYvUBey6O6Lt7uUStRrczTl9wJlE9WlJyj4TbYbN0mSRPmckss5lcy7kYS0e9tEQ45ErJikyuuIyZDA271eyc5vde89v7jcv4vFv2gP5HcAa7Wr9D3e/S9Nlut28MklHLY36He2yYMXbrNW/Q6G/S7m3Rbt5GPvUcf+oJm2yf/LfQ7KCIMjuGlozBztqkfo+DHSUTfa/N66x1e7bzDje5t8lpuIrlDZn22275Pe9iDTNKYzeYtel4LRdZZLJ+l0d2aaAl0BvsoksqphScp55ankjtkomaCIAwZuzdGS3Yn6PKgcZ1UUthp3R2dZ9GsTSR3gLZzgCBKmVGDIDLwO1MtnN323ZHSYMtr87v3vkJvqAzY8Fr87r0/Gv18PKI4YhA4RO/iuPXdQpP1mY47xrE5jCAI1OwFcoo+Su4AYeRikHAyv8bT6jreO1dwbt5kcOUd3M37hG6PVADDXsCwFwgjhzD0aLc3JkS3XK8BaTKR3CEzYjm+AkjThCR2SaV4lNwFUcYjodHfZd/d5nZ0h1vSJnWpA5bKobc5+v7iJKTb38PdfjDR407jmLBez1jeoctW/Qqt3jaCqHB3TFDtYRRFnfjevSMma5oSbW1jpNIouUuqgTicnYROF+XyCvpfeYGOOI1x73ttoiSaImtlxxyR6BKCppDEAa5zwKC/S5wE5AvrpDCR3CFjqB44db659TJtv0PH7/DS9suIcYy/P/lyQVWmIJxJEtELe9xr3hjCJFP2e9s0BnUkUSLw26PkDtlz7DmHCIryp0ru30t8kOC/S3gzLMUgg8I1ZlDwu24D3zmceCjTNEEJByzbixOffXfLMWGYZGcRfmYrB0ZJOEFgEWZ8pmBWaEwRSKAxGoQmU/1UyITELK2AoeUwZhgTmEMday+Yfhj9cEAU+xPJOmG2at64rd+sgXKcRKOXT9vvTvW63cij60+zPutOg9/b+GP+zbXf4vc2/pi6My2J+93CUi2eWHx6gkx1tnKevDZdPaUkOGMIn4cRhX0eKZ5G2JokjgV7uxDE+H6Hfn+Hfn+HMByQJAFhNH1NZ31H7xrpJHtWkk1ax+n+aUxzsEcYe1P9fkVSSWbYAcaDPiQJfjgYHY+AMHNoqqcSiT8DeBAESIUafqXGXdllz5RIq4vIZh5BlpDKNlVrbur3SmYNRVJGgn/jIQkSsqgShYPMp2B4PlHo0O9uTdxjD8PUilMDYMiY5+nxgmBGv0NVLQ5mePnudR8QRj7+DJlo32uRziBQvt/xQQ/+u0SmtLjCQX9/QlFSkVRUxYRjD4up5ghHDD8BWc2BkEElS3qeMAk5XVxDQqBszqHIGqKoohoFBEkmiYJseCVpiMckUwEUWWepdJowDug6h/iRCwjoijWR8JzIR5WzAbGpWAyCPlEcosjalN62PjQvkUQFRdJRFWMooNUd/U3I6P+LpTNs1q9i6vkMBRGH2Hpp9O/HQyCTlR1X63s4JHz48CmSjq3mJrDueaNCvfsATTaI05goDihZ8yjDh/rdLNLUYz34rt/jP97+Ms4QdXKnvcHeYJ+/dP4nyL0HTPt4zNsLfPzEp3AjF1VUsTT7Xc/Z0Iqoaj6jagkivt/NUBIJSLUquC5xb2y1EU2/9ARBRFHMDDstiHhemyhyEUQZWbGIxpikYdBH1YsEE6qfArJqkY5X30mILhs4/uRKTFNMRGH6XNywR7lcxd/dRpCkEQJErdayn8cSuus1WSuscftYstQ0C18UIUkQTQvJMokHAwRRpCknvH1wBCm9K8p8dPWjaGFE0ncoiUUKenmkRW8oJqulU0MdmBzzuRX2R+1KgdNzl9EVY0rNEiAM++j20myp3xm1bi/yMFWdOBh7XnwfRTYJIwcQUGQdARFdNXnIBRQFkbxRQVOM7DtUcySCjJBEI6tMWTZGtoffz/ggwb9LuJHH3fZ9Xt9/B0kQeax2EVNSiJOIvFbEUi0kYYE49CjKRYQ0JRJBNWzkJCRNQdBsmoNs2Vy2F1gTZOZVC9c9JAHaQRe9fAGztEKne58kCZElnULhBJKskS+fxunvkyYRYTjAKqzTdJvca94hTiIWcsuUrAVyegFR0rhUvYQpq0CKIMoUCicYuAeEwYBibgnLqJI3ymw0blKzFxAEkTDyKA/JPYIgUsov0+rvIYkyteIposgfWbRBluyL+WW2OvcRBZH10unR4NNQc9h6BUU1Ic2MPUzVwlAt1muXGfidEWd0tXyereZNFs1VdCch3e8S93eIFpaQLRtdMVmvXaLjNJBECUsrYGmFEfW7bJR4bvEp/CQiSVNkQcSPfQrHKuqW1xkl94cxCF1aXuc7JvgwDmi6TXa6O+iKzqK9RNEoYms57GNokI7bpj44IEojatY8Rb2IrOa4t//WaBhdsxep2ou0B4fs601M26KyeJLkziZpHCMbFoawSDwkyAhJhKJY2OYcg/4OSRKj62VEo4IiG9l3OzhATMUsiRg5UkEilk3C2EeRNEzVRpYzGWu7dHJozC5QEWTaziGCILA4NOEw1TyypGGbVfpjNoyqaiMUK0S2hB+5GKKGHgiopQqQvRhMvUgw7HGXLIsnl57BC10SUnJaHtWwkdZPkYgxoejhxw5KqUigilzfmzQkiZIIz3NQ7xwS3M0S98n1eZKTJ0CVsVIDKYBUilFklbXKWWr5JYQ0RRZlFFlDEAQk2UC1FoiTGEkQSWOfOHTphh6ytQhpjJrGuG6Tsr2AYdb4kweH1MwaBS2PF3uU7QpG3sDZvkPie9nsQDWYzy/guR3EKCVxHGTdpGzZHPR20BUTVSvyxuHNzDxdydMPutzr3Cev2pwrrqP4HUx7ET/ycEMHSZAwVAvlA0/W/3pxr73J1x68BGT6JIYosz9EjxyKCpLwKEWtSNU3CfaynrggCGjr55DtEkGasDVWyWw3u6xULuCNLd2j2McP+/R7D3i49otij1b7NpXyRZI4JE1CEETypVP0Ip8bQxo4wHZ3k/XyGXJGmSj2UWOPvnfUhzWKMp7XGuLLHcKgT7V8lpXiCbaa2ezAGCMstfv7E6zEvtfi5PzjI316gMPBPrfG9MWv7L3Oo4vPZC8JQSQQJK7vZ7j5vFbgscUn8UKHe/UrBEN+gCwqnJl/nAsLz+DfvUvUyfqTseMQtprkLz9OL+5wf8yjtNnf4+zCU6Ofvcjnpb23aT9cZYgyf+nc51CP4dLFd6F/v5tuzdG13eGNMYGtO83bfGz940deuA+vmdviG/f/ZMSVuHV4k4+uf4yNw2sT/IB6fxdby3PYz5KWH7l0xTan1tZRUIg1id365kijyFBy6FqB3tiswvMamNY8kqSShAGyC15zJ4Pdrug8GNwdmacDrJfPMaeYBFGfdufeqGrN2StcXHyGNA4YtO4TpzE9DtDtBQythKpYxHGAJCoIksrt5rUJP4CV4ilWVAU/dOm4TZwowNQKlPQiDzr3ORi2ATVZ58mlZ1EkBaFcpNW6SRJkLZI49pHlaZ8FANMTRskdILm/j9joYZ4/i/+N10gOe0jrNbTnz6FUcsSRxGHnLkE4QFUsqsWT9IM+9THyXd6cw1Ny/Lur/2FkfLOWW+DHT3ySklEkn8R8ev0T3GnexpA0TFnjnb03UCWNcwsXKEhmtrJW9Yws5jbw6tlzH5Jp8j+9/iwPvEP+493MkGY1t8i99l22hjOzttdmp7fLj5z6DH4ScWP3tVHr0tYKnJp7BO1duDV/2vigBz8jvMjnjbHB6uO1i+y2744e2CgJub73OqHTI2iNDbbSlMGDOyRxSqM/o9fd28ZQJ30Xsz7cZGMvTROicEC3dYcw6BP6XZzeLnvdYwMfMtZfEPt4QR8vnOw/N7oPMI0jVEkYOQShy2bjxujGcsMB9w6u4IUO9WODT8gGUEe/7/OgdXfqMzudTdI0peU2udM8Usbs+h02mnc47O2Okjtk12+/u4kYxKPkPjr3KCKIPHZak/oxSRrTHhsa32rfGyV3yJisX9v6Nv6xHmtJK1I1JklNNaNC6Ttg4t3Q5Wp9crAeJRF7vWnRtQedB1NEuK7fGbbOju/XQRpr6cRJRJzTUWpz7LXvjJI7ZH18z53u47tOnTgK8Zr7eIc7kCQkUYATDCaSO8Bm8xZh6NBu35loSfT6W0iCgNvdnrCbRBQ4bN+h1d2k59Rp9R7ghs6U2ctW+y5e6HD/8Ab3GzfoeS3qvW16QXeU3CETJbtRv0IYh8SJP6WYmQY9VvLTGHslnG50q/NzuP/p2yT7ncyX9u4+7n95jcDts3d4dciyziSq9w6vTblKhWnKf974+oSr2WZvj93hSiaIfV7beQVvyP3YaN3Bizy6fodXtl+mnwbIWibpEQceXn2yBZREAUIUc2WMtX0yvzxK7g8jSmOaXpuN+vWJuVTf79D7DpaOf9r4oIKfEQICkiAhCRJJmqDM6NmlMKFvPdoeRzC0UFMkHV3LEcchzsPJ+zGq2iyBIV0r4h6TC07TeNR3lgQJVdbxIxdZlBERCUI3wyKr+YwF6XeIk3BKzS6ZIQnrhn2SJJ6tQDmxSZgQGDvanG2rD6bZpX4c0D+WICCTsk2Nd0HoCrPZseGYY9HmjKHWvnOIHwVoY1W8rZp87uSnuN3eYKO7xcn8KqeL61jfoVJK0mSmqJgXT6M2BjNQO17oTQm9QTa3iY8P7QSBhBj3GMM4TuMp0lf2cRmSGL8xeX/ETKODUlKSJJypNpokEfFx6egxaeeHiX8WaQuygfg4I1STDTretCRwy20QxgGzKDxx6HCufAZZlNns3EeTNB6ZexTJn/5uhCidmlOkrQFh6E6hrTIVzcnnKhElOjNklw+cBnCWXtDHj33WSye4P6OIqQ/2KZuV4R+eRr5lm5N37asvWPOs2AsMIgcBAS+cvm/6Xodqbmnm7/9p44MEPyMkUeL5pafZGxwgizKmaiMIIiLCKLEmaYKoTvfMBElGlGTK+TXudx5wu3WPnGpzqrhOTrEIgwE5U8HxWsRJiCJbqGp+hKYJgy6qmsMPhhWgIKIoFmkaU7MqGLJOTtQQopBUVpE0C0VWkRULX7a53tpEl1XOlU5C0EdIQdcK+EFvxAoFMtco2cAN+tm5IFErrE1pixTGxLsUWWW9dHqiTQSwXFhDEATKZpmSlkMcSi0dui16QY+CvUYKqJJKP+gSxQFFs4qoGxhnz2StKNcn2DtAEAUUSaNiL+IEPVRJY+B3COOA4tixnCueYKO7zYn8MrIoc7+7zcn8CqY8zdws6gWeWXicp+cfe0+WfIZisF5cZ6O9MbF9ccbDt1pYoz44QBEVTlirGGJmtTdXrXFz/01SUopmlaJRGTpgjcseZ1C+IBxgqvkJCGoYeahaAe+YJZ6dW0YUpcw/1bJB10kdB2H0KAuZCbtiEUQukqRmQ3w1TypA6LdJhp6ioqROVNVCmo5Y1tkg0UOZMURWJW3iRS+LCgkptmIzvm4VEFjMLaOIKqKgTLG+JUnDUi0eW3icc5XziIKIrugkfoC6vkRwf1glCwKClSV9wdLgVBXckPTuIcIMWe2HvzMeYhJSM8pUjSJlvYQA7AwOWLLnRscK2aWeJeX7UL47iiPaiUtvvoqOhNrtgzuUIVA0npy7xK3hfXO/u8Nybon13BJK7OP5TcqSRkWzSc3q1IorZ7z/ZKcPiE4z4l57k9/f+OPRz5Zi8sPrH6XntXHCAZZqo8s6VX2OwO2O6PxyIqEqFqJt8a3tb7EzBqMUBZFPrn+coL9DkibY1jyalkOWdHpei932BkmasJBfJW+UiIMBgd9BVixCv4sgyhjmHIPGA+IxOKJqlbHKa1xpXOftg6OetYDAZ05+HMHvkiQhpl5G07IXSds5zFo6kYOp5rH1IkUzIzF1nUNa/T0ss4owhKLltPyIIRpEPkE4wA8HMNQat7Q8oiDQ7O1QH9fY0QoU7GUEUWCrvYEXupTMCqqkUrXmCf02vf4OkCKJGgVjGVnUkW0bx+vQ6u0QxpmHq6EVsbT8aKDb9rps9nZ45/AWURpxrniCU4U15qzK6O+naUrba3M4hEVWzQpFvTgzybuhS9fvDWcHOdI05VbjJpud+yiSyuW5R1i0F6eYskHks9fdIdcXEG9sk7o+cq2MfvkMvpYSxyGN7iZu0MfSixSseXZb99A1m4JeHEH5quVzbA1bZ2maYmp5FsvnENMEz2uRpgmqXkIZuv/0Bg122hsMgi62VmTBXMQTY9w44FbrLk23xZxV46mFx3H9DvVhe6+WW0KXNGyzRhQ6eE4TJAWSCJIE2SrTder0/Q6GYlM053Fjj7vDmYKumKyVTmGree4dXqdszRENzdktvcj9zn3qg31qZo21/DKEDqIoY5pzCIKM5x4SBB1UrYBpVJHfTc8pDEl6DpEQ48kRkhfDZofOPOzHdWRBZlVfJVeoUO/exRvDmetagUJumQf1qxlbWBBZLJ2lk8T8h7tf4e7wuXysfIb/x8mPM29WcAKHlnNAHIeosk436HGneZtFY4EFtUJRLSKaJrd6G7wyJkT2ROUia6GOVV5AsQtEJOz09/n23tuEcchn117A7W/jHVs9LFUvc2tsCF80a6xXzqPO8BqYFe81r33PFfzP//zP8wu/8At8/OMf/15/9b+LGAQOL44JDwGczK9wr3FrwvE+Q0uU2R3cG2FrBQRW5h4hDAcTyR2ypW7LbaAODSE63U1KhRN4os/tMeXBe4fXOFm7RMmskSQRzlgPT5GMieQOEAyakKtwtX5jYntKylZnm3lJJI59/KBHqbCOphXZ79wnHPbE+14bLxyQ04soskYlv4ygGLz04JsjgamV/AqPzj+GLmt4XpPWmEhYzloANUcQe9SPVbyu36GYW+HtnVdHy+hB0GM+t0zVCOmNqUbGiU/X36VauYgfDNg+vDJqLQShQ5xE2GN9827Q58v3j5jBB04DQ9YnEnzDbfKVja+O2gyiIPKpE5+kah59BqDrd/n65jdoDnugOTXHJ9c/NlZZCujvkohUWWNJKNN/49VRnR3VmzivX0V9/hL3D6+Ozr3nNnCDPro5x532PS4r1ugcHbfJavUifjhAEmQ01T4auIkyXeeQ/cZ1FEmjml/jVv3tEey04zVwwz7rc4/yta2XR4PLhtuk7RzSGJut7LTvsV69lBnNhLDvZgxUWVJZrVxkr313BKH0gj49r8lq5QJrhXUEUcxeWO0NerLFavkMdw/eGp1Do7/DqbnHWCueRCWhN6aG6noNKuWL5PIrJMkCSRp/R5igqChQtGl2Nthv3EeXTfS1Ijtj+7wWXuHR3LNDtJdHkkQgSqiKiSLrnFp4kigJkVIJwY/4w/oro+QO8FbzNueK68wZZfpek92xuY+uWDw//xzSgwPixjYu2wTnV3mlPqky+UbjGsunfxjVyqpvBZH1/DIr9gJJmpLEPq0ZraEwcrm0/Cxe6CCJErpiTXkJvB/xPQ9ZO50On/3sZzl79iz/8B/+Q7a3t7/7L/13FFEaTcHqynphIrkDdP02fbcxQZxISTlo3ZtwRZqMSZcnz++w354ebO62N0iSaEYf/l32+27bjxWqnd42TtAbJffRubgN/CGhK4gD3tp7c0I9cKu7RcM5JIzcieQO0BvsEUYOcTw9LBYQ6Ae9qR5pc2gafjyiyCWOA/xwMNU37jv1CUu0cYemh/HS3hsMhucRJzHXD28c6yGntNwW270dtrrb9PweaZpyt7UxSu6QyeHeGGqBm6r5rsn9YcS9aTJS0unjB87UuUexD2nModNgs7eLLBuIgoSq2uwdXqXVuc9h+85wcOhkUgXdLXZbt/FDh77Xoue1Ji34yETOun53ApWyZC8wcKdJXfXuFn7osDnUk8+OK2AQdKbw8aQpjt+h3d+h1d2iO9gffjcJjd7O1Pd00N6goOVHzNnxcN06cRzQ6e+wtf8mWwdv0Rsc0vM67Pe2qff3cMYKGD9y2e9kz0fOrLI35pY0OrwkZNB9QL91B6dzn9htIw5vfFUx0AWd8P4Wrf1t3mjcnPr9V+pX8UJnKKMxdj0jD20QETeO7gsvma106s5Qj5VECUWSs/bSjJaPNNTuKZgVbL34fUnu8KdI8L/927/N9vY2f+Nv/A3+7b/9t5w4cYIf+7Ef4zd/8zcJw++BYfffaJiywWpu+djW6QSqyQbejAFbEDkYss56cX1iuyzK2FM4V2HULtBkg4q9SN4o8zAzT0mxitNDTkGSMWWTS7WLx/fMglkhHrv50jSdekk8tBdMh+zSYIj/Ph5153CYxKcjjkNkSZvpCj+rHRIl0ZQ6ZPZZedhTfW9dQwGBU/lVnqhdoKIXJ34tSRP6xyqnS7XLXKlf4ysbX+Or97/O7975fZrDhH88dno739G9aeI45BkLYSH7blU5U9ucFd2gjySpmEaF9pi2kICYveC9NkHk0TiGxHhXyz1RysTLhgS3KIkRZjzikigTRn42A5K0CRjs8YiTGEXSkSWVUm6JSn6VnFFFkY2pQgGO1DRnFSMpAt3BHu1eht6J4xA39nh96yWu77/F1b3XeWP7JQZDNnKSxphqPjMyIZ1KlIZiQeAQjr2UfK+JPzbsjRyH4OAA2Q9ZNCZXbgDruUWSNB69iDXFRB/+Hw9NWh6Gniozk7X5HQoAVTYo5VcmtkmiMsEt+X7Gn2rIWqvV+PznP8/nP/95XnvtNb74xS/ysz/7s9i2zV/9q3+Vv/k3/yZnz579nvb5y7/8y3zhC1/gb/2tv8U//af/FADP8/g7f+fv8Ou//uv4vs+P/MiP8M//+T9nfn7aoOH9CkVSeH75acx9nZbfoem2sNUcoiAxn19CFlVSQBJEbK3A4Bgl3TYyb8lHao9Q0kvcb9+nqBc5WVzH7U5Wv6ZRRjXKmf47CX2vhSJpLFTOIooqgr1EP+ihijJq5OENDsjNncFp75KoOoKsYhlFZFXjbPkUi1Ytq34R0GSTYLCNqtgIqgUpGLKOqtqIgoQkylTzK0RxNMSKZzeuIioUtCJREuIOh8kAJb2ILKkIQ19ZTc0jyTpx5CLLGqqis1y5wHbjejbEQ2CudApZyTxOq/b8iDEbxRGqYiPLBpKooigGYeRh6OVsX4mNKpsUjblMT1sUMhXKsUT5RO0ipwsrHPb3cIMej5bWWcgtjdAxiqRwqniK3f4egiAwCPv0gz79MfanHwe8U7/K6dJJmruTELU5a24mSxUgiSPi0CNNYyRZRyrkkOYrSItFUhHo+aBpNJKAjcBFEARO5paI3CaypHAwtHBbyi2ja2V01aQz2MvUSe0lGCYbaZh48/ZCpmMqiLhugzjOeuHemMRzTi9SVgr80Pzz4PkkqsxB3KNgFYl7ESVrfnjtA0rWHKKosJo7g+Blq6LU0nFiD02xUSQFURDpDzWGdNUmby+w37lPnEQYao7l0hmCyGNwbGVbyS2hKgYFfTUzrxYEQi3EiRoYRoVG5z6amicI++hagQed+wgClIwqSZrScZsc9PdYkXV6wYBeHKKIMgXJYKGwyvawDahIKtXcKn0SdK1IKquESYwqiAReB8OqZozVIe5eaHf54dNPcKe3Q5CElLQ8kiDywvyjqJJOXi9jG2W6fhtSKBglJEEiOhyugCQJ7aDLs4uP8636mwiCwLK9xOnSyRG5LkOixSM9JchexgVrCVMr0HMOUWR9aJhj8l8j/kwomt3dXX7/93+f3//930eSJD73uc/x9ttvc+nSJf7xP/7H/NIv/dJ72s+3v/1t/uW//Jc89thjE9t/6Zd+iS996Uv8xm/8BoVCgV/8xV/kJ3/yJ3nxxRf/LIf9HSOKo0x/Jo0paTbPLDzOvFXDkHVe3nmFzvCG1iSNT65/nJXyeeIwAAGCJCKfm8tQDqRUtBylucuYauZl6csaA7+Hn8RIkoIom1iSTGewP8Kbh5HHTsPFyq/ytc1vjDDW58uneaRyDkEx6Og67xy8Q5iELOYWuTz3CAopfu8BcZJpwJuFE+iFdW40bvHg8AYCAmfKpzmjFzm38CSDoM+tgyOfTllUeGT5Q2iSylNzF3H9LoKsceC2aLgtalYNWdaplM7ixx713i6DwQE5vUh+uDKQJIW54kkEBFTFQh96pD6y9Ax36leo93ayOUXpFIgSxcJJur0tBoMDFMUaJXBNMVmw1+gf3ONhWa7l5xDSBIaAO1sxeGPnyGlrp7tFGAfMW3MokkIYh0iyyoHfIUlTnpy7xN0Z8LdD55DH5i5jKzb9YdvIkHUuVc8PUS+TEUcZOShw2kAm3pWbO0t6oUzbydoSUkXDUXV+48aXRr/3Rv0Gf/HsD+P4PTY6d1jOLbPlHGKLGrLvY+olLL00dG7KzlkUFbAWeePwBl7kIQoil6oXcIM+J2uXh1o1PsoQERXu70Mjw7GIwLJlo5ZKCHbKTvsuSZqgyjplexE5iHC3x9uDAoX105RKZVzngDSJqZTPIqs2URJN8BLcoMdW8yanao8yV1jLBrhpSs6qIcsmUbtH9Cc3SdrZ9ZTKOSovXGAQh+yHPl7ksWTPoygmWuhSsxdoDA4QBZFT1Qv4ocd+b4crY7Op/f4eTy4/w+nqJdpui3aa8r/f/C/M6QU+vfg494feuqIg8dj8Y+TT4WLX0IhPL5OSUnVj/u7p/wHRUPCiPqqkUVRNFFmlml/h7d1Xxv7eDo8uPI2cz+HNF2gwIE4T5qwKP1H4HI2gxUu7b3J7c4dn5i9zsbBGv79NFHnoehHbWkSWdRy/y0FvCz90qeaWsY0y6veBsfpu8T0n+DAM+Z3f+R2++MUv8uUvf5nHHnuMv/23/zY//dM/PZrm/tZv/RZ//a//9feU4Pv9Pj/zMz/Dv/pX/4q///f//mh7p9PhV3/1V/m1X/s1Pv3pTwPwxS9+kYsXL/LSSy/x/PPPf6+H/p5i3zngKxtfG/38oLvNZ09+ipbbGiV3yNoMQujjNbZHpArFyCPnJAZ+j5t7r436pKIgcm7hKVJB5PWDq/SGrYOCVuDZ5acnyEQAplnlG1vfmiDQ3GjeYb2wjhSHvD5me7bb22Ult0Tq1rMhExket93doiOpPBiiJ1JSbjVvk9MKrOSXuT1mNp2dT4gX9GkNDgjGBK4WjBrnKxcyrQ1AknU2Dt4anVuGyBlwonqB7THmqSxprM49giQqbDZv4QzbWSkpD1p3qFo1ep17I62dIOzRaN6gWr2EkAgM6huM91z87gGaVUY1s15lL5gWG6sPDnDCAQWpyHZ/j/88ZBQC/Mn2t3m6dnmEqHkYi/Yi+f8/e/8VK1ua3XeCv+1NeHe8P9eb9L4qyxtSlGjEFgeCpGlwNGhgIAGSKMwIehNfmm9DYIDW02jUA/RoOE21pG5KoqgqsshyWZVZ6fN6d7wNH7G9m4cdN27EichiUswiNYNcQFXixonYsWObtde31t9oeb6x8RXaXiet3vTCxxp4h15vmNwhJaoFfp++PdJzljR+eDA+jEtIePvkJhdL66yUNrnVfsR275CZlTyZvkt+fgPHG4dEimqeN/bfHM5D4iTmo9ObfGntSwhJRL11f9gDn89fxGuMk+siq08YeeyNWAH6oUu9u0+pf7aFkiAI0BthMju9fbL51an4fzew8CKfe+1d5rOzCAhs9w6JOge82loaJneAuNnDilze2HliJ9iw61yuXaKol3nYeDJP6Tgtrs2/wPuH74x9X0JC3apzefYa/QT+549+F4BfXHmNrRHGeJxEfHD8AXmzjCRI3OrdZ2cwN6oaVS4ZG+y2ngASTrs7nJ97nv0zsyWAnfZDli6e4w+3vkP4WEepdYvPr3yOf3v/W8P3maJCq3WXx+fOceqEgYOZW+LO0TvDc2R5HeaL68wX1z8RXPfTiD9zgp+fnyeOY/7m3/ybvPnmmzzzzDMT7/nyl79MsVj8RNv7e3/v7/ELv/ALfO1rXxtL8G+//TZBEPC1r31t+NqlS5dYWVnhjTfe+NgE73ke3ohyXbc7KW/7cRFGIR+NQA0fx253n/6Zpei54hpJ+2SMMRc6XULP5tQ9HhuCxUnMYfsRgpIdJneAjtfBnqJWGcGE2TOAG3lYZ4dgpEkmPjN0k7UcO/VJhbyt9iPmMnM4UxycSOKx5A7Qd07JZedpOC0EBMQknhjw5YwSJ+3x6jiMPCynha4X6Uzp6YehNyGkliQRUegiIU8n54xitj/W3EwgiiPePRk3CbcCB0SRqlGhPhg85pQsV2pppZ5RM2Q+JqmPRuCOz10EUR6YcYz8DkScKUnRDlw+aNznbnuLvJpBkxQMUQVcQqtLLI4To3yYsMqDdA1z0rw7doxCf/I6QhBww2nnOSEOxr9LNrL4/iRRybYOkcxJRUdBEHEjj6bTHJvZrGdWiA/GH6KCoXHq1iceyFbg0LImLR2dwJrq9vUYUvhghNEtTbkM4iQ1iLECe5jcAUpGkcPu1th7ozjE9rpjTOvhtkWFh+2tYXKHlCPxoDM+7M3JKmety8LIozeAt47GUWebSnYO7b/WFs1v//Zv8zf+xt9A1z8er1ksFnn06NHH/v1x/M7v/A7vvPMOb7311sTfjo6OUFV14kExOzvL0dEkZfxx/NZv/Ra/+Zu/+ad+97RISMZO5uPoeB2WcvMcjVyMBTVHPIW5F0XeJBKB9KKVB2p9sihjKAa2b7PT3WcuM48gpIPWhARFNsYS0ePQJY1YnhzoJFOSXRKHmIqJcwYRlNNyqLLCXH6ZhnWMM9KTlqe0JDRzlu/u/4RHnR0EBC6Vz7GYnac94hOqSjrdKWgNL+iTMSsUjAqGlicmIYkC6v3Dqe0PAAQRQVCmK/6NeK0W9AK6pJMICd6AkblUWCarfHyS/qh+l1/a/AZ2mKJTcloWc8qNliQJcRJP3UdZy8BIjk/iaNgrH0bY5+nKeb6zP25GcbV6jgedPf72uW8gxgGyrFGUswS9HqHdQ6+UsUZ03mVBnGoXKQlMJMBIjBAkOWVSD3cO5CntgK7fZqayAWEIUeoEKioynjBdGttQ05lIELkUBiCAjFZAk/XhTOZxtMMeYrVC3Bt5sIgCkTA5dBWYjgzreV1WS+s8aIwXKAuDYWVuZKg5jWcrkJLlDgaVvalk0GUt9dSNAgw1j6mX0rmOIOKGDouFNe6MqFoCzOUXee/kJoZsoEpKypNI4oni4qyXqiDIiKI8JoswfG+SfDzI7mcQf+YE/3f+zt/5VL54d3eXf/AP/gHf+ta3furD4s8a//Sf/lN+4zd+Y/jvbrfL8vJ0T8mzoUgKl6sX+eHej8deP1faoKJXUOZloiTEDT2cyKOs6ESBi2wWEHUToghJ1qhm5wn8IpqokQgJJ/YxBbNC23e5ULmALim4gY1eMFFlg6pZ5qT1kOZIq+a1+af54723WMrNkVMzJIiUjCJZxeT5uWeGuJeH7W1U2SBTPIcX9PG9LkFoIyJwuXaFo94BeTUDCDScFhulTdpel3bk0UdktriG7/UwFRNNyTIK5ZQljR27waMBVC0h4VbzHoX5Z8a8OMOBFZo1gBpKokI2M4soqVi+jSdIvH/4LgkJOTXHczPXUGQDVc2NmWLIsoEiG4iiQnZmg97Jw+EKSS/MIqtPbmxZELk+exUvcFI5Y0GkZFSQpPSSfnbmKnu9QxRRwVQMen6fF+eeJqtlyGof/xCwvC5HnV2coE81u0DJrI4JQCl6DlnLEnqDLC8IKGouVW2MfVStCMB5NU8I/PgwHci9Ov8sm4VVlvTCGBnMEVUWKkv49UNUvUQY+0P9cF2QeH7++dRzlWRQkftoksFMfj014RAE7LBP2zliYe0SvtsnkhIQQNNyCLKGqeWxvW5KFBNlSuYMSmLSuzfi0qQoZC5fwvcG51DSESUVTS+hqxnOzTyFF/TpWUdAjCEb6LLBq8svEw5WGUdWHS8KUC+vEh02h96oxAlzuXkEWcSQNYI4Yru9jSJq1EobY+J1ADPZuXRupWTouR3swGaxsExOy9PqHTKjZMjIBlbo8GFziyv5eTp2nSiJiZOIy7PXyKgZKmaVmlnD8vu4oZMSnsoXOLFOuTmwX5QEiRcWXiCvFbg88xRB5A0KJoG8XuL52ev0nSZJEiLKBnfb2yxn53jv9CaruQU28osIkoaiZAlDD8Ws0vctQKCg5VElHX9kNVfNLXxiMtOnEX9pTNZ/9+/+Hb/yK7+CNGI0G0URgiAgiiJ/8Ad/wNe+9jVardZYFb+6uso//If/8BMPcP+sTFYv9Njt7vHhyU0E4NrMVZZyC/S9Flunt4iSCFlS2aheISsZuF6PunOM5XWQRIX50iaGaGAdPCAOfUBALc+iFat4ccj9kxv0Ryjpm9XLaKJEc0T5DkCVTcqFFU5bjwgiF1PNM1PexAssTkYwu9XiJiEJ2427BJHPTG6B2fwiumwSxgE79RtDQ+2MXqKQW+I/PvxD/JF2x8vzz3GpcgFJlHDcDo7fI0oiJNngP259bwx5AjBrVnl94QWcwMJUM2S1HEKScNC4QxC65HJL3KnfJEkS5ovrvHU03o+eMWt8Ze2LCElMENhDv1FVyaCqWeIkwvH62H4PRVLQZRNNyQxNiR2/z63Dt8e0XjZqV6iNwFv9KKDltGjYdZzApmrWqJgV7NjnXnuHY7vBheIqa7mFoZmy7fe5sT8++6hlF1irXhpW80kUETkOcRSAIiEqCrJi4Ac2HafJ6WD5PlNYIWeUabpd2k6dev+IjJplITdP/YwcxHxhHVnN8u7Re6iSymJujoySIaeX6DhN7o5UlsvFDWpyDrv1pE0hG3kEM4em5zmo30qx9qSV7GLtGqKkEYY2XeuEMPIoZ5eItw4I2+2x/dDmF1AWZwhCF8drp0YvZhVTL+MHFsfNcTLdfOUKdv+A8LHGuZojk11EUzMEjkUSBAh+gqjrOLLHXv0WYeSnxu3FNTJ6GUWSadtNTvoHeKHLSmmTolnB8vvcb9yl47apZWZZL21AHLB3egNRkBCMCjt2ExA5X1ik6bZQJZWaUaZklJBFmZbd5Cf7Px7TNbo2+wxvHYx3DJ6be5pu/2gI+xQEkfNzz6YSGGdsI8v5VbJGFT9yOWhv0XHqCILIYmGVvF7iw8O3hysuAYGnFl4iihySJEEQJHJmCW3KKvzPGj8zJuunFV/96lf58MNxTZNf//Vf59KlS/yTf/JPWF5eRlEU/vAP/5Bf/dVfBeDOnTvs7Ozw6quv/sz2S5M1zpU3WRp4f+qyjuV1eTCiLhlGPg9OPuLa4suc2kdDDZEoDnDcDnHncJDcARL85hF6pkgshGPJvWzW2O3usZKdhH3mzBoH9ds8rqZtv4vtdmiceRAEsc/9+pMh1XEvdbFfq17itL07TO6QemfawtFYcgd45/hDVosrZMUMfhyw03pAnERk9TIFLTeR4AtantunN+n5XVRJ5aXlV8nrRZZnruOGDu8f/IQ4idFlg9YUobET+xQndNFFiWbn4cj8QKBWuUTP67E3kkwMJcv67HU00huj67QmhLx2GvfI6+VhtR3GATePP6A/GO4edPe4PPs0v/voj2gNcNY/Ov6QLy28wDdWXkEWZSyvO6EMedo/YL64iqlmiT0PZ28P7yDFzcv5PJnz50GBvtflYOTBu9+8x2LlArePPxi2/dzQIYxDZowK/ZGWVkTCo9YD2gNBupOBaubrK69z/0x1q0vqWHKHdPaTK8zTd1vD5A7piuu0/YiZ0gYH9VsMryW7iWJPcWnq91CEORqdraHYmN+xiON4wqZOVUw8tzFM7gCh3yMKHNzIpzvwN1C1PIaywO7JjeHsJk4ijlsP2Jwt0A4dtnuHuJHPemGNglHGC13e3P3h8LjtdbbxQ5fFgSponERgn7Aq6SR6gW9t/fGT4yNr/JWNr1MyivT93oRonXXmWjYUkyQKxjD9SRJz3NmmoBcnWmGd/j7lzCzH3eOh2FqSxLSdJj2vP9ZOm88vEXptbKcOJJh6GZFxZdOfdfylyQXncjmuXbs29r9MJkOlUuHatWsUCgX+7t/9u/zGb/wG3/nOd3j77bf59V//dV599dWfGYJmNHRZRx/A9tzQp2DOII+4CEVJSBC5Ex6lmqgTB5MDm8hzJpKHqeU4sU5gipNOGmd9XMc/r0g6vSn9/pPeIUHg0jvTFxdFETuYHNoFcUCcxHiBzaPTj4bf03dbXK2cG1PmU0SFpewsvcHv9iOf+417RHE0YOMJQ6/MIPKnDi5NxUQVFRy3eWY4nOD6PQ5a471XJ+jjeE8a39O8OMPBb3gc3cHSflQf/sRtD5P74/juwds0BrOUP40pHHQ6w+QOEHa7OHt7RFFAfYqUc6N3QMUcNwHvuC2UM31/Xc2x151kaTrBJBNW/DjScpJM6J1AOkS0nBaj15Id9pBKhYn3KtUafmCNSwgDrt/hLC1aU7IEU/1vY9rt+0/QUV4Xz+9ODOYBOoHF7z/4Fh/Vb3G/9ZBvbf0xe70Del5vYhbWdtuIZ2YdqpbnJ8fjss5u6LE3IK6dvd8gbcmMhqmY+FMAB0HoTbX3i+KIMA44PUOOU8TUDKiSnaNk1pAFmZKWx3ZOGT5Y3SY96/jjr7OfQfxXrSb527/924iiyK/+6q+OEZ3+osKLfB519vj+/ttEScyz1QtkBegPntyikBIaREHCUHMEkUdEhChKE16OoqJiKBqSKGMqmUHSTGnMh9Yxc+YM1qByk0QFRdZQZB1VMvBCmzDyJoY7cRIN9cXFAZlIlXW8wEUUZQw1R99tUjCqZNQ8CTEFQeHD+riLzlphhYycwfY7E9R+32nyy+e+waldR0SgrBcJIo/F0iZREiMS07bqBHEwoGcrzGTnsPw+lt9HE2Vyam6IHhIQeHnhBXRFx7ZjJGMGkYTI6xDHPlESTZWoHa2wCkaZw84WgiCS04okgDyQUB454qyVN3FDj6xq0rKb+CM3vCSIlLUC/cAmGCSTjJafGO6WzNpwVeCfPpmRSNlsqiN+eoq+sjLV7k4WFURJxVQy2IPKURSkIXNUEmXmSptIksZcZp6jM/R+RVLHrA4BgiRCE6SJJCxIElm9gnUGsZTRi0OW8uPwQ5u4VEP2AkhS2WvJNFHLFeyoi6qYJElCMBjQe16Pavk8bvMJqCCIPHTZIPZHK2RhKvrl7FRRGFjdbXV2J87120fv8fnFFxEFkYpZQ5ZUWnYdN3QwtQJtQRp8h4CmZHCmoNAe+/IW9SnqjEnMamGV7QG6put2uFBco39mhWIoGXJGBS90UZQMJDGW0yCrl5AlFVXWxwAKgqTiEvHe6W10SePF2asT+vcAll2nkJ2fHMz/jOIzNcmfEvfa2/zru/9p7LWvLr2E5HeYyS0yX1yn5zTpui3abhNdNihnamRjFevwCWxQ0jPkF88jygqu18GxT0niGEUv0vQs7jTvcK12jYyspyxRxUQJwT05Ju73EfNZwqxCKAkosoYXuoRJOLD6ynL/5BbzxRX2Otu4gU1WK3C+dgVJEPDcHjgdIi9lFRr5BfqSyB/t/AAndNksrfHM7PVUP8Tvc2v/TUarvfXKRYIRE4dYzfFWe493B22hnJLhF9e/wHphBZIYz+9i26cgyCSyxp36XTYql0gEATd0ySgmJaOEE7q8uf8TTuxTZFHmqeolSqJAxihTt04xBoqOcRzS6B+yOfv0UGwsikKa9ilNr8v99jYCAldrl1jIzqNIMn3f4k+2vkvX75LX8sxk5xFEmaxi8i9v/x7PVS+ylpuj53XJqVnOldapGCWSJMHyurTsUzpOk7xeYia/OGTg2tvb+PU60tocvSh9GObVMma2ghs5uIPVlBPYJIIIosJp/whDMcmoWR407rJRucBSYZUo9vGikA8b93m3founyhc4V1hI+QKCwGn/hOtzT+OHDreP3hsmwtXyeWb0ClZ9C80sIyQikmogmzliIaHR2cJy2ynZThCZr1wijkNOWg8IQneYgOfK50niiL5TR1Oy5DIzSJLOiX3Co9YWsiCylJsjcVuoSoZyYR0/tPECC4EEVTaRJQXXrg9lgP2gh5mZp9sZnzHIcoZIMehadbKZGl7ko0oabhzxg/03KeslKlqBI6eBHTr81c2vc2id8EH9DnZgs1lcZVYvs1paJY4CLLeNkeiEvS5vBttsn1k9fWX1ddaLq/iRT9/r8aj5gKZTZyG/zFppA0VS6HpdvNAjo2bQRZWD9gMsr4skKpDA+sxVwjjio5MPaNh1ZFHmfOUCC7lFRFGm57ax/B7N/jFREtEXVN44en9sP/5357+JZB+hyhlyYgkhiBAUBTVfQdb+fGSnT5rXPkvwHxNRHPG7d/8Tj85cPGW9wK+d/wa5gRHyg9ObnI4Y/EqCxPXFl5FisEOHIA4w1AxZPU/gW7Sa4yJZ+cIafgKHzTtPSCu5DYStwzEneimTxTx/kVbQ4tbR+0No2kJ+hdn8Ih8cvDVWeaqSxrOLr+C2dwmccThnrnYBTxQIIh9dMckMhoxB6KZkJ7tOY0Dx3yht4liPYakCp5LO//LoT8a2N29W+TuXfpHQbdId1VQRRPLFczzq7nFzZNXw8uKL3G8+4sgaJ+Z8cfkVakaN0/4BxwMFREXSWK1cJGeUxtyQttq7/NH2d8c+//W1L7JcWGK3s8f3d39AXsujaUX+/fYPSUiYM8r88vqXOLGOuD/Cas2pWX5u46uogkirf4jtdcjpZQrZ2TG8cmhZOF6HQ2sc879Yu4rjNLEGKCjDrHLq9TkeWcYrosK1+edSQ2ivR9/rEgIPeoecOC2eKq5wMqI5c7F2laXCCoIg0vc62IOqVBEVskYRwfXpPbxDEqYVtFqukllcJUwC3IHmu66VkCQV3+/hed1UWoIYWdKx3eaYEJkkqUjmHN/f/eGT84fAl1Y+T8Us4wUOB407hHE6JF0oX8SQdfrNLaLAQZQ1sqVVEOVBi+ZJ9Zox5zCyszTt+hC9AmmVfKl0majVQHBdEtMkKRQIJJF/c+/3x+CXVysXeH3pZSQxNf7u3btDkNM5UX0edXY5tI6RBInLlQssZmcxFYNbp7foel0W84usFlfJaXlEQSQIPfwBqkaVjfRB5fXouw3C0CVrVFGVLO8evsPpiIuYgMCrK5/j1smHWH4fAYHV0gYFo8r/dPvf45/p9z9Xu8yzuRkyto7/6AlrWJ2bQ11b4Tjo0vK65NUMc0YFTf7kVf1/9UPW/9pDEISpOGhREDEG0p6W1xtL7pD2/ZzApuE02Gqm9G4BgWcXX0QJJlUHg8Cmbp2MJWfRj4m88T5+ZPXxI5c7xx+OXfgH3R3yRmkCM+5HXkplP5PcBUml6Xf54ORD/MhHl3WenX8eU1JodR4SRT6ypHFh9ikSJIToyRJYlBT2rDpn49CuE0X+QNv9SSRJjB06Y8kdoOdbE8kdoOF2yavZYXKHtBWw17rPRe15JPHxawEfnHw08fkPTm+xkJsfklZmsgv8v+5/e3i8jpwmdbfFg9Z4hdnz+zScJkH/kHCQmLzAwnJbLM9cHyr9SaZJzx5X/xQECd+3hsk9PVDKWHKHdM7hRx7Hvf0x68WKXuTi/DPcO2Oicvf0JiWzgiJIbJ98NNamWSxuIh82h8kdwG/WUWZmaHWfsFuTOCYM3THlTkXJYuZLnJ6ZzyhKbsymEtIh7cPODiWjyN6I7HGcRPhBn6C1O7CchDj06DUeYprzZOQKsZQQxT6KZBA7LpER8qA+XtwsZhaI9rZJojA9Q76L7Ac8ykQTQns3G/d4ZuYqRb1AHASE7SbkF7h9epOZzCwr88+SJDGH3QOWc/N8f8Qn90HzAR23w8vLrxBHAXv1m0NlUlMrMlNc5bB+c9j2spwGpdL5seQOMJeb52791tDFKyFhq/WAZ8zaVI9fSZQpaQv0b45X9v7REV4py39/638a/s6/tvZ5vrL0Ivqn3Lr5LMF/TIiCyIuz17jfHqcwf37hefQ/RUsiSuJhcof0QnjUfMD5bG3ivYIoDyVbh689/q+mwfwMvhghIRKRTB0ciR9De44REAqzJAnIcUzYr5Nkirx9+M7wwvJCjzf3f8wLs9eGbjth5NFsPWCudh1kBXopNj6OQmaM4sT3FNRc6lw/ZTE4jZEbxiGqpE6gefJabqgkOBpuYBPEPgpPLv54iuLkYxJJXksHiG4cTCSKOIknVTpJh8VRPL4/TtDHD2xk6clA8uzx1xQT/+yw8WMWxVEcTfjq9t0281N8SRMS/NAjnMIcJoqInPFiQVQ1XL89SO7p+ZJlfYDgeBJB0J9q2ygIwlSSnxe6BKE30VuXBWni/aIoE7kWXucUQZQQJBk3SB98UrE6MRw3UceJWaRgBCk7iRMXBfGJgJcopm5qzS6rhWW2ejscD1aZAunK9Ox5qtv1dC5knQySe3qMXL+P43UmZhq+30cRx03Bc1p+TBYh3S+JKAr4q2ufpx86JMCPDj+k6/e5VN6AKJ56PfTt7th1+Htb3+dyaZ31/GeWfX9hsZid5W9e/IXUnSUJeWH2Oisjtm26bFA2Z2iOPOlNNUc4wH9LggRJyF57i7bTRKtexDszzJFlHU3JEEY+Wb1EnEQEQoykGwRLVe62bw8vhGJQZbGwymF3l8X8MlnFJCJBlzNktQJ9rzNkFl6cuc790xtYg+GmLhtsFNfphz4JCQu5BWpmZeBfKSGIafIURRnDqJIIAl7oYKg5SpWL2NYJUeSxrJdZyMxwYJ2wmlugrOV4qnoZXTUxzWrafx8JU8kiAGuFVWpmGSFJiAWBF+af5Yd7P6akF8koJpZvUTUrRIHLQnEdaTCEdkOblnU61p5RJIXnZ58eg8cBXJu5jCxJlIwiry69TN3tTjAtj5wmJb04Bt8UEChoOZpTNMxHb01BEChm58cgg2HkkdNLuCOvxZFHQS+hiApls0QQBRz0Dj5WV/5xf12XDWrZWZIk4cQ6RpP1oZn0aHiRh6lqY57AgiSDIKJn5lOhNVGGEdSXLBlIkoIfWIiChK7mxlA3gd/nQvkc7x1/gCzKrOSXkASJ+dzC0EVrPITBMRGR1Axx5BOFHkZ+Fq9ziigryEaeOPRJkhhF1imbtTEy37RIopCFzAyKqHChtE5VLxAnCSCRVcxUCFAAY2MT6/ZN1nKzmEWdHfuAjGJysXp5KO+gyTrnSxsoogSCgDiQsSjnV1MjEFGCOBqzEXwcrtPgysw13h/hcMRJgippY7IGa+VzvHn49vA7RUHg6yuvoMsG85kauD5IEkTjDxBLmizU2lOKmz9vfNaD/1MiiAI6XmeAxsiQU3NjrRs3sFOzgt5h6oqk5vjjnSd9zKJe4FJxjYPODq+tfgEx9odORqZRQzfK+KGL7bawnUZKhsjMoYg6Hx6/PYH3Pj9zPX0q241Bn1PAzM4j6gWswMLx+2hSOuHfP0OomcktUMnMc7t+i6qepznSJimZMxRVA1nJsNd6OGCpCswV1qjll9KEkcQIokTft4gjF99pEEcehlHB0FOtbcs+JUliEkFCUQxU2aTltWl297AHej4CApuzTyMIAh3rhCB0yBlVCpkaQeixX785rFo1JUOtuE7OKBEnMZbXpdE/Ik4SckaZD+t36Pp9np65xmJubgwW2fN6vH16l3/36DvDRP1La1/k6co53jp6h/3eIVk1w2uLL1HTS2yfvD9k5z7+7tXadeSR3mgUhVhuk0Z3hySJKeWWMLU87c4OCTHewLBipnqZfm8f3+8hijK53BKSnOEnez+gZFQoDvw3O247xYpLKrbX57h/gCiIrBQ3mM3NE0UBe827GGoWL3Douy3yRoUFfYn+w9vD6lApVbCKKkcjA86sVqRqVFATlajTI3E95GIBtVghkQT6TgNZkBAEAVnSQdY47B+jCdAftA0r+SXyRpWOdUKYxIRJhCSI6LKBEQskcUTo9hBlDVnPoqhZIqtP0GwSNFuImo6xuopSKGL7FreP36fndRAEkadqz8D+PnHoI5oZwlwWQZQpFGfpBxZbjds4g173Ru0qVmCx1XqQFgzlc8xpNQTLQVAUEkNHUXUkUaLn9Xhj54dcrV2i0dkerj4q2QV0NcvWSMswqxVYKm9y1DvgOPDw45A5LUtV1ijml+l5PeI4QJOUFJbs99huPmRZn0dG4jDpcrMx3noqakW+vPZFVFlN0UjNJtbNW0Pmsbq2yv+j8UNunpEP/788+3c+cQX/WQ/+Uwg/8rl1epvbjZR0IwAvLrzIanFl2HPTZIO57AJlvUiEyH989J2xbbTdDhFwde5pDDVDEKt4epVTu0HGd5hTfCKvS2dkwNZoP6BavjSR3IHUBNmuj7QTEhzrGERxOMAqm7WpVUnHabJY2mC1uMrumYuyZZ8wk3uGveadkSSXcNTZwtSLtJ0GLbtOJTNLzazSaj8awu96vT3CwKVQWEXVCuzVbw4xxFmjQsaoDJN7utUEL7BodneHN5/r9xAAy2mOtSS8wBpS4ftuh5sjkq4nvT2enX2GrF6c8EqFVHfnc/NPs1lYwg5cTEXHlDVKep6vrn4BZ2AqbQwq69WZp+jap3TtE7JGhVJ2fiy5A0iSTD4zg6mXSL1kFfygjyJrxHFErjSHIht0Ojv4wcC4Ig7pdLaoVi7zzOJLNDrbw2F0Visyk5nj1D5hb4TEdq9+E03RKWp58moWx2ujyya1mWvoSga7f4i+tooQxqnWi6ZwVB8nRfW9NkvZdez7d4aSBKHVI/FDzMVVdFmnO/KdhlGlquXZPn0yDzhqPUBARJB1bgwIbACb5fNogoHbe7x67eHbLQqzl/COjglbqeRBFAT0b94g/9QzmJkMG+ULQ7Lffm+b5cVViBJu9B7x8PgGgiDwmvwStnWKM2h9SaJM3+/xcKQ9cr9+G3VWZXFmJbXDdLt4dp+cmiGn5Xh1+RW2RzgdkFoKzhU3zhyjDqeexX9/+z9xt5vegxlZ57df+u+oSSpZWaXT3seOfURRoZBb50oyj/fgACmbpZ2f5AL0/B5BHKKiYvkWHcUlvLZETs6QF0zQVV5Qr3C7uzNsNf7i2ussnOFMfBrxWYL/KdFxu8PkDuly/SeHb1Mxy+QHIv+u1+WwfoOEBNWcww0ne85BEjGbmwfgdvMhf7L7xvBvX1p8kdwUxb8octFkA+9Mf16XNKwzr0l6gXv1J/vpBBZFvTxszzyOvF5Ck3WMj50hJBMPlUpugdvHHwwxv123TVaSJ7DVjlsnk53npP1ojCDieJ2p7k3JQDdkNOIkxJ5C1rHcNoXsLIdnWLyQeoxemn+OKI6I4hBFUsekWBVJpqTleNTZ5XsHKY38lbmneXn+KfJaDkjnEMf9Yx60HqBLGucq5ykb5Y8XRIPh4NXzetQbTypCz2tTKV8YJvfR8P0+XhyOPewsr03PqXPanxw6u77Fcf9oqPAZ+R28Vp+l6lUCt8UoZkOWZ5iwTBREEscZJvfhPp4eoc3O0D0jkRuGDj1vMmF5ocvd5oMxzLouKrjd8SFkEkfEnjtM7k/+kBD2e4SqwMPTD8e2s9W+T6RmeTA4t0mS4AXumEVmXi9xcsa+EmCnvUXFnOFm6wF/tPMGYRKRVUx+efPrlNXMxxCVgjEBN0lU+EnjwTC5A1ihy/9w6/f4v774f6DTujccWsdxQGT3h2S3yLZZqFU5ONPaW8ovossaPa/H97e/jzu4XwUEXlv5HDNyhhdmrrCcnaPl9SioGWaN8p8JRfNJ4y+Nyfr/C3FWiRHSfunjflsUBZy2Hwx7vGLsUx4xhn4cM5l0yt7xevxwf1wHww7dCRs+gDBwWC+fG+s9z+YWkWVtYGuXIjhENYco68OLCFIctq6aaCPEH0VSWSiuIQoi+pBo9SQeK/CJZ5h+oiiPEToeH4NpEcfRWPKClEk5zeBgmh62G1iY2uRyM6MX06XulBs2IZUJuHX0Du/vvcFW486EFPL99jZ/uPcj/DggTCK+f/gOH41IKe92dvnJwVu0nCaH/UO+t/1d2lMkFsIowA+csRVGylQcjyCwpxpKi6JM9wwyA6Brn1KYct2Ysj4h35x8DBFMJJ6w3hPgY90PUwbx+B+TJBm4e42HIIoTcrqPfU8/aQiiSBiHE/ueMYo8aD9CldThNelGHsrIb4mScOoKTZNU6m6b/7z9fcLH7OvA5t8++BZRkqArWcrZBUrZheH2ZFEZ2wdN1nn/DKoK4GZnhzDyJtBpiT9SlMQxRRs2cqvDo1ExylypXUYSJQ57h2P3ZULC+0fv4YUeiiizlJ3hemWTldzczyS5w2cV/E+NaV6Lj/uPkN4kwcgJdN0WL8xe5UeHH1A1y5T1AqZsUht4QQZxMGRNPo4bzQdsrrw6hh+HFJ1hu00uVC4SJiGiICEmCapikC2s0HGa7PkWN09uUtLyXKlcxHaaGFoulR0IPc7VrhGToioEURqKHOmKyfnZp2kMqsa+12a5fB5dybAxcx3L69B32/Tc1kTCj5OYIEmQJQNZNYkjH9/vYehVZElFUzJIooyAgO13SZIYVdKZza8MtpDQthuYU1ijJDBTXGf39MawTWRoeTJ6EUmUmM2v0D8dh/ItFNe4cfj2cDsHnW1s3+Li7FPIkkIQhbw1BVL51vFHPFO7hADcPgPjBNjr7FIx0/OWDIynj5v38UMHTckyVz6XHut4clhmOy3y+RXC0IEkwXGbgICqZtGUDO6ZB6auZDHNGqmfatq3RRA/VjM8JsHIzKatuUGEbpe16hW267cIIg9RkFgqX0ARsziCgKAoRNUyvhCjKwaCpGHqNaQ4NYYOcHG9JqVCylBWJA3H6+IGfUw1PxwuPq5+T5w6a3qByLeQtCxJHBB5DoKuoc3N450cIyoKse8jiCJSJguyhKnlCUJvyEyWRIWnatfoej1USSEh4V7rIa/OP8vOYPXcdVqsVC7QcpqYSgZTzdDzuqyVz3FgT3oNWIGNE/koWoE7g579anGVkmyQ0Ytk1Dxe5BLHEbOFFV6OYv74aFwq+NnKuZT0BOm50/Jpqyoavx+E4zrniwXOrX2VRBTIKhnUQbLuTJETt3yLMA7R+Itxdfoswf+UyKt5vrHwOoFjEQtwEnUpZitkB4a5oqRiaAWiKCBj1lJEiijzjdXPc9h+iOPUEYzSQJdDS5eP619GIiZMEratE947vY0gZ5gpX0xv/CTC1Ev4kY+bJPh+j6xewOkfUxjA6WStwI36Hd4emFoc2XUkQWRGz3NrwKZTJZXPmTW8OOQH+2/RdNus5Zd4af4Z8lqOKI5ouS2iOGKhsIKpZGn2D2h0d0mSmKxRYW7uOQRBQhaVMdGmBIFA0qn3TtAVk2phA1PNIYgixdwiB50dEhKquUWSyEdTDMzIpdXbTxUOCytocobVmafSij8BUUyRHbqaZaZyCSuw0CSNvJpHVVSC0EOVFDarVwiTkHrvkHJmliDyJ6qstpNS27OSgiiKFNQce4y3QHKqiSTKuIE9Fd45WuX5oc3e6Y3h93hBn73TG6zNPUPGrOG64y2JXHaWKPJx3QYgkMvOo2oFFMWgnFuk5zRQlAyCKJOELpX8Eggi+16LVv/J6sOsXSNr1BAkhQgQESEOUnlkFORYI0lSdqSkGbihRyU7hyCk9bUiKkiGSe7CVQ6cE946eTdVCRUkfk75EtFBk8BLV6NSJktxcRMP6Pk2TnBKyayyWnqajJrjpcWX8NxuqgAqCHRDBy2/QM9pcmKdoMoaM7MbSIqBvDiPXzVxgz6GnEVXc6BptJwGtiAhqRlq2gJ9q06AwE9G3JsM2eBCeRNTy3N98SVsv48kymTUHK8sf462dYLj95krbWLKJqY82d7MyCaW2+HOyIP7XuMezy2+iAjUsrXU1lIroqs5XpQ0Pj97jZcr55jRskiCyEp+AU02MTPzJIJIbwAeEDMm2rl1XMeGKEastzBm5lDN0sSqdD43TxQHLGRTw5SD/kmKYPoYE/afRXyW4H9a9G2Suw+QBwlgNZsjU60NceeSKFEprNN3mpwMECuV/Aq7zQ+H/eWu08TxP+DC3PP4XpvYPhp2rze0HJvnvokqyWy3HtJxmxT0Motqnp36rWGSaVonrNeuoGt5nMChbjd593TceWohU+PuyAXtRz6nToM/2XviW/qws0Pb7fL11de4MQL/2m7ew5Q16iM92b7TQJFUZkubPL34Eo8ad+m6bVZLG1hOc2i2HAxcps7NP4fn97l9/ITU0XPbXJh9Csfr0hjZdr2zhSQpaGqWVv8Yb1DRqrKBnl3g+7tvEMQBAimccr2wwn7jzpheyGrtKkWzxml/EtoITxyfJEHklfmnudV6OCLjCq8vvsCN09vcbT/kYmGVRyOeo5CahwyPZeBMPESiOMAP3RRGWtqk290jSWJy2QXiOKTXf7Ii6/Z2KUkqKCa6mkUvrPHH+z/h1GnzbPUi5SQm8vtjyp8Au817rNWucPvoveEDtmBUKOmz9HfuDDHkoqyir55n58xQEQTOzT+PLye8efJE7qCo5QnqJyTeE1x6ZPXx45Abx+8NW46n/UPcwOHyzHW85vZQIVUElqqbNKxjjgbn1fahY9e5tPAix+0HQwhmi2OK2Xn8QOO7O98ffp8kSHx9/Stj9piQtkVN2aBslOh6fXpRhB+4LEg6B/Xbw8rf8Xv03RazpXOs5RbZGgEpfH35FXbPzBckQUJKYvZGBsgtYZ/l2nXmzTL/56u/zPd2vs++k7bQDjvbfGnti2iKydHIjKXn9zkIe9zu3kMRFV7YfJrVXJ6e38MLfQxFHxaANaOEHln4XrrK2MyUyWQXf+ps59OOzxL8x0Ts+9iP7o2RFKJ+j6jfQ9aftG4EQaIxogQYk0wMD4PIJYxc2p1xFmQY9Knklvjw8O1hj7NuHdF1WywXVqgPt5vQtuvkjAqPTm6QiNIYd0KXtDExrsfhhN5Ez1MURU7OsCwzag7rjFcpQMc6oZJfJqcXuDr/HGEcEIYe988oH8ZJRBh6HEzxtey7HYQpWO6ufYoeesPkDqDppWFyT391wk8O32VWL0yIQe037pLR8mQHJhajffGZ7MJQPwZgKTvL//Hqr3K3tUWYRFwsrdP3+nx/oAs+Y1Q4VznPUe8QVVK5XLtM2Xgi63q2TfXkdRFRlDCNCpqaJ/U1FTk9g2YBsKxjdL3Eod3g/37z3xIOWjvf3vsxJ06TL89em/hMRsuz1bg7vnqKI5z6wRhBKA59fL8/RegrwQ8drGi89z1jVKExOUy1A3uCBGb5PQK3NyJ/nYYX2ByfuQ4eo6POqloGccC7p+NtsCiJ6Af9MSLR43BCj7bX5d/c+88cD67LX9340sQ1bntdJBK+vPgip846bhSQlXW0JEKWxlPbfH6B/hl7wCSJ6VjHqGqGh61HY8S7IA7Y7+5TlZ7MJGRJZ9/t8NEA0BDEITcad0lIeO/ofaIkQpVUXlt6hfncPL7fwR+ZSQV+l8jPw2C4/xcRnw1ZPyaSKBzTgnkckXV24BhOVE1Tt5fETJt4uaEzMcBK/z2+nSAKsAObvc4OPafFpfL68G+PxZvOhiRIqJLCXGZmaGUXJ/HEgDWIfKQpg1BZUofDQkmUUou2KcNDSHd3mo9qNGhbnQ1NNumfGWSGSTJxwyuSMhxUqbI+HJaFcUAUh5hqlmsLLzKXXyGnFdmoXmalfG6sShIFkcXsLF9efpmvr7xGzSjx1ogmSoJAO/CQ1TyiksGL47Hltqpm0jbDICRRoVLawIl8LL9PkiRIkjJUCBSmPBBEMZVS3u+fDJP74/igcY9wyjHKasUJL+CMkiV2Jx+YwhQRRwBJkNFlDUVUhqualtdBMCbnS6I0ud+yKBM/vj4FAVHWQBAhSaa2tqZdA4IgTUWX9bw+M+Yku3smU2WvdzRM7vBxd1X6UMkqOk7/kMSp0+vt0ejtszKc+aShieqYPs7jCEKPOI7HfGUfR9fvjX2zrOW52xzXIdosrvH24TtD5qwf+Xx/94dYnoUzxcbScesT/sk/y/isgv+YEOS0fxk56bJZKpchZyJkx3W0ZVFFV7MIag4r9OlEPuX8Kq3eLuKAvp/TSyiyhijKSLJJ8rgHF/QRP2a5drafVx0waBMSOm6LtcI6OSXD3fYWBTXHTGaGpl3ndMAUFBBYy88zq5oIkUMiKnTjmH2rzmxukZPeAZIoE8ZB2q82yvTtOnESoclmaj2YWxzCAR+HJhvkjepggJoQxQGSqKDKOvOF1aHBdkbNIQgCOa1ARjE5bNxGV3MkSYzr98gYZURZpe82MfUSqmIiyzqqqHKutEZBy2IHLrebDzDVPAulc7hBH0EQ0WSTVv94qM9vqlnmi6tIgoQ28qByQ4+608KNfEpanspAZkFEHBKiqnoZJ/J54/jJkO37h+/y317+ZRYHRiyKpLJQvYTtdvADm1hS+fD4Q6I4RBRELs9cZza3gCRKA1LTIq0zmvaZzCyCkMpDV/UiXyxeQ0XioX/CT1p3kCWFheIGzf4RbuigKQZ5o8RSfg1d1khI2a1dr0M1MwOuRZIrkAgg2g4yIrPFzeED0nXbyLKKKhskoc1r808TJgndwOGj01uIS5dJbAsEkSQKEWUFXctjKBmq2XnCJEJAwFAMFDkL2RhRUohCD0nWECSFWm6R0zFwgIAmmwylEiSNKA6IfJvz5U1u1m+TU7Pk1CxNt03FKLGYm+cnB+9SdxrIoswzs0+hknByRvOoG7hoZ1ZqmmKiKSaiIHJ1/nncoE8QhbTdNkWjzMsrn+OgswsIzOQWCf0Ord4emlYA2UCIQwpmDVmSWSkss9sRWMgvkCQJYRygSiqF7Dy220SWdBTZ5FLlPLeb94fV/tlVU0bJcLm0iRD5ZMxZur3ddE4iiAhqEVeU6fgWRS0/FUn2acdnTNafEkGvR//uLcTVBQ7cA/p+F1XSWK1epmCWh9XsQe+I33v47aE2x1J2ns/NP4vltZElhbxeJqcXaNlN3jp+n51uOmy8WN7keu0y2427aIqJgEDTOkaWFNZL5zlo3U01w4vr5I0KgiBy6+RDZFElSGKiJKakF6moBWjW8YlwVIlQhHKmguecDhAcaYiiQrl0AUEU6bttvMBGljUUSSenF4kin67f52H7EW23w2phheXC8rCnCOkKwHI79AaJ3FCz6EoWQ8sQRiE9t40YhyR+P6WUm1UESaPvtmn0D5EEiWp+iYyeDqdbTpOHrYe03BYVs8aVygWanUeEkZd6u+ZSFu32iLORIIhszDxFzijR9/s8bNxjv7ePIRtcnblGJVPDChy+vfsj3hm0BjRJ5W9f/AXWBk5dD9s7/PuH3+b52af47sHbEwbJ31z5PNeq51FFZWw1YPl9frT93YnW18srr5PX04d/HKdiXI6d2rkZRhVVzSAIIs1ek2jnGOXuUapTUsxiX50nVy7RthvYfp+iWSGvFVAEgX5jm3BAYZfNMrYkUDSq7HS22epspcNss8bF6iW2Wg85Hswk5nOLrJcvYLtNjttPqk5NMZkpnUOTdTzfou920BSdjFrA0LM0rFPe2X8yt1FEhVeWXyPoHBK4T8xlZC2HWV6l47VI4lQczFBMDDVPEDoEgUUUukiyiqYWCAURy+sQ+D2S0EPXC8hKlrf336RkVtKCgHQ+sNe4jWrO8e+3n/TsVVHhr29+Gfw+jt8npxepFZZRZQPXadDv7Q6vjVx+DU0v4gQ2XugikCLHJEHgxK7z3f132O4fUlBzfGP1c6wXlun5fe407nGrnrZcTMXgi8ufo2ZW6HkdHra3edTeRpEUNkobaKIKSZg6vgUOH9VvkVUyvFC5SNKvD1jfMkZxgZ59iKPk+U+7P6LnWyiizFeWX+Vy+RyK9F9WY3/GZP0UQsnlMK9e5c7Je0PCkR953Dt+nyuLL5LR8gRRwJtH7w+TuyIqXK9scuf4yRBTEmWuL7zEvc4WOwNCRULC7eZ9lvKLCEqGt05ukCQJ16oX2SitkdfyJJLMoXXC/d4RiwnMmFWWimv88fb3h1Z0qqTyc9UXCZppf/HxfF5az48ld0iJGnEcslO/M4TqSaLMfHEDWZSxA4fv7vxgWAW23DZ1u8ErSy8Pcch9p83DkyeD1Mf+lQCyJJORVTqNreHfQ79PYlbYH7Gz67pNzs09iyAqvH/8/rAaquhF6u37wyVsFAeEfo/TM62cJIlpW6foapYbxx9wOuit9v0eb+79iM+tfoETt8v7I+QvL/L5Nw++zX939b8hq2ZYzi3wK+d+jq7f52wD4AsLL2AHFv+fW79H1Sjz4vxTzGbSVoIbOFNx6G5gDxO8KEroWgFdm3RNytkJ1q2RGUi7T/bOCQcX2uz10yS119lmvXyemmgOkztAaDcplddoBz0ejUgSWH6fw/7hMLkDHPb2WcgtDof/w+MQ2IhJQss6Zn9ksKwrGc7NPsXD5r2x3xfEAUFgjyV3gNDrkcQhcRRwOPIAWSpfQE5CbPsJasmT2xQK61jd/SEDOwHq/WOCOBiQmFIi01x2HkPJIiYBz9Uu8+5pqsWkyxpykJDrC5S1GknXQSkoRKEzTO6QXhu97hY+a3x4+JPhfanJBpfmnuX3t39IfYB66vg9/vW9P+C/vfIrxHHIzZHrxQ4cfrj/Jj+/8TW2unvcHVy/QRzw0clHvDj/HAcD/LwkSDw/+zQykPSe9PmTOMRp76OV1/g3936f/mCIHsQhf7D9PapGiYUpdp2fZnyW4P+UCAgn2KSpCp1FRsvjRwGNkUR6sbRO88wQM4pDOl6H+83xm00VFTpuh7dHjALePfkIQzEIk5h/e/8PcEYU+L659kVMWR8md4CKXibpTuJt42ByeAXgRQ5uYKXOUuYcx26H4+YW55IEVRAneuB7vX16fp+yUSKMw7GbGdIbqtE7wNTyqTzwGUamrBfZPzNcBmj2j9AHcNDHocsqnjdFoTCa/C1B6OCEzjC5P46iUeHEaXFoNfjK4kt4sc/3D94lJqHl9bBCF1Mx6A2Mxct6gb+y+jq/NxAuu1Ra58Q6YX/wOzp+j53ePr926a9RNUpjBJzRmEbmmhZhfcq5qnfInR/vGW+1HlCsXp14b+Q7HLjjx7hkVqhPY8KGk0NTSIEAB63x8+gGFm7g0J/CZI2i6T3jMA4mrgeSaJjcZSWLKCqEQR8vsMbUOiVJpWdNksSswBqYjddZVnNsbn4ZJZEx3ADp+DRdaVk9JDOLIElEvgUIA05F2i6RZJPt1oMxtUsvdGgM5KLHdpeEltsd87J9HB2vix043Gvcn/jbsXWKqWax/T5REmG5LVZzS7iM992TOKIfusPkPhotr/tZgv/Ljmk6z8BwcKjLGhuFFW420p5rRjEIBhKteb2EKml03RZB6FHQctgjD4u57CxbnbT6kEWJlfwSIgJb7V2cyB9L7gDf3fsxP7f6hbHX7NAm0hU4c/0IiMiSQTii5y4gEgySpWnO8XvbP8AdJNifnNzg59deR5O0KRK/aZJI4mgqWscLneHALTkzQBKS6V6ncRIjCVLqiRn5hHE4VWXXcVuUs/M0+4eUs/NIokScxJhqHnFgefg4iWWULJGo8r/c/9bw82WtwOfmn+V7h++QVzOYss52Z48/2v7e8HMbxVV+7dzP8ScHb3G+sMofj0hJQFpxNewmVaOEqWbYrFzgQePu8O9LhVUygyFsHAX4fh/f6yIrBqqWRx7BPYvmJAZaUBV8xo9bksTpMJN0SKlmyoiygiQb5GOHE55U617ooivG0BZwuA0EVNmYlKMWhKmJP4oC5nIL7Jyp+iVFIxElJNVEECVCt5f2qacNVAFBkFHNWY4GMMtqZgbzzODZ9/vMZGpstcf3uWpWsQcrNsfvEcchK5Xr9I9vPxngCgLm3AqiJGMnCXVRx4t8qnoJPXIRJHVM6uBxxHE0oS4KIIkihpSdeL8mqUMbyig844csymPey7af6hFNugUPtiOIE21AYwow4tOOzxL8nxKaYjKbXx6DhOlKBnPQl5ZEiedmn6LutDix62x193iquEZOL9C0TrH8HpXsHHm9yPNzT/NH299nvbCMKAjYgQeyxkJ2lqvlDVynCSRkC4s0p5hjO6E7lB9QRBlFUul4XYKKgdId8YEVBCJNw0pMMpJCFFhIkk6s5vGSGFlUOBwMH0fjT/Z+wufmrnOv+SR5zZoz6AMpYVlSqWYXBl8hAAJhHGCq2eG/jdwCYWCRkKQPFLdDLb9Eyzohq+VxQ4e+26aSXSCMfdbyi0iiQpAkHPSPWcnU0iQ+kAuWBZGMXsFQM5y0HxLFYdrXLpkkicpyYYWdATyzkp3lD3Z+PPabml6H57QcsiDyKxtfJUlivrf7xthN/rC9zYXyJv/7y79Cewr78MnvTVEly8V1SmYVN3DQZI2slkeRFJIkxuof4g4G3Z4DjqRSKF9AHlT4crWIaOrE9pPzqz21ya47DiPMawVMvYDVb2IUZnGcE2LfR5J1lnPLHPYPUoRR4NCw67y49Aptp0lRL7KQW0AinY+UjBL7jTtpa0aQmCttoskmumIiIJI3q0BCz2miKTorpbVBYksBAppioCoZ5Oo6je4eUWiTz1XI6iUSMX3E6moGRdKwvC5e5KFnZrl18oQYtttOIYjl/MpAjz/GsutU9BJds0/TTguimjnDXG6Bfb9HEEFeL7NYPoeq5Sicu0boWCRJjKybSHqGltvhPzz8o7FC6MtLL7OoFigbVer2CXmtiB95WH6PjKzzwux13hoZqBe1PDNmBVmQqBlVTkf0819ZfJGCnuepmWu8efBE5E4URGpmlWbfh9AFEqrZOWTFRNWL+CMtRbOwiGoUeX3xRW41H7BeWEEUBBbMGmUtRxiFE5DOTzM+S/B/SkiixHxxnZxRxvUtxAEaBkGk5bQ56B1gBTavzT+XIjMEAVUQxujzTsciigJWyuf5ytJLHHe2SZKYlcIqqprF9jt0Rh4gXmeb2dImmqTijSThjcIyQuTz8xtfo23XCSIfU8uh6wUy56r4vkuUxBiqCarKvZMPqGkFzuVWkAIPx/MwMgVy5Yvsndyc+K1O6LKYX8Tye3T9LovZeWb0IiedhyxXriBJMjmjzM7pE4chRdIoZ9JlZhh6dHv7BCMOQsXCOhnFwAACr0tWybBY3KBh1zkaEQ9TZZ3N8jk0WeP28fv4jx13lCwX9CJHrRGnoiTmpLONrBWQEbhUvUzTaaIr5lCTZDSCOOD/dO3XqJoVGk5zwloNoO9bLOUWKOkFNgurPBjB9KuSSnUEF69ICiWjDGeQhlHoDpP744gjn2gwzAaQciaZLzxL1OySeD5iKY9QyHDRlbh7egMvdCmbNS7ULqOpWcTaOp3mPR6voqLQxXKbLBdWOegdUMvOMZ9boKgXeXn58/h+h/bgWuoDGaPKSu0qfuDgBn3avT08v8dq9TL7nV3uD1Yic4MHrShKOH6P1sjveGrhBQ5GSHSngUUMVPJLrM9cp9k/wg9dKtl5MnoBy7fGHcoEiZxe4Li3jxemD5r54gYFo8xz2Vk810b2IghCJF/iwsyzJESpY1UYEGIjqQaaZhCELl7oIvoW+92DiVXuj44+4Fcu/DyLxTVUWefUPk114QurFPUyrxhlljIzPOrsU9NLrOUXKQ70j768+nlabocwCckoJsWBPtBifpGvqjkO+kdEcchSfoHQ61HW8izkFrEDm7n8EpKski2vEQZOyhgWJWTFRBRlLpY3aXp93jm9w9cWn2Wrfou7kZcOyGeukv0ZYeM/S/CfIBRZRUtSSOLjYcsrCy/y/vEHwz7fw9ZDXlh4nnPlTQ47uxN44Lp1RMmssjuiTrnXuse5metjg7TH0e4d8s3V1/n9rT8hiENWcwtcL20QRh67jTtPsPN92KxdoyuIvHX0PlZgc616ifOlNV6Ze4a4Wyc83iIkJT0kdpfswiU2i8u8NzJUArhSPocSByzreaRMFd/v0x1o14exjyAI1Lu7Y1C1IPLo2nUMLYcfWAQDKGPalkkIgj6+XScMbBAEYq8LisnxGVKUH7oogsRhZ3eY3AHsoI97JmFAKhrlBDan/SNEQSSj5ogDl4pepHFmKKtLCnu9fWpmBUPWMWR9IjHkBy0WVVJ4ffkl5rMz3Gk+ZMas8NTMZcpGkTAKB6u0XTRJYyW/SG2gVwPTW1Hp6+P7LmVNpOy4zsyMMkdBL5DEIUISD002kjOiYKKa5WHvmL0Bc/PEOmG3s8vrq19AlWROzjhGWU6djFHhcISNablNAkHiYKSoOOzuYSgmeS0/ltw1WafvnFGHBJq9PTJGie3TJ1Z+jt8jikLkMxpOs/lFGr294XmNk4j91j0y2vMYgopwWMc+fNJy0peXCLMJvvWkn52rnSeWpKFOkSLrtKPJh7kTpqzjw94+WyND5Lp1zEvLnydjiSz+wR5LCcTOIWKuTfzNZxGLWdw44NhtcWQ3WM0voMk6GVkjDmwkt8mKaqAbFfZbD4YEPcttMl8+j6FmSJKEbtBnt72FHdgsFVaoyhoaMnWnxbf2fszfOvd19kYAB3X7lODwPZ5ffvlj5zt/nvgswX/COOofD5O7Lml0ve6EZdkHxx+yMJAFPht5vcTpmZsPoGWdTLfcE6Cs5vi55ZcBgThw6PX3KWQXJohRvcDmP+/8cNh2+P7+m9ihw0vVK3R640iaJAoJQgsjdPja0st8//Bd3MjnYnGN1+afgqCP648jJsSBKYQTOjhT5Hz7XptaEhNFAdncEmEcICKkTE9BxEmgg4gX+1S0PIKoUMgtIgoCEgL1Xkrzj0mGOPrRiKZYzLmBRbW4wWn/iDiJ6XkdLL/Hz61+jv+88wanThNNUnl1/mkOewcEkc+V6iWyaoYvrrzGt7e+Ozx/16uXKQ8MOOIkpqDleH7uOk/VLqXY9kEvfKe3zx88+uPhPrxz9AG/fP7nqWXSJC9JampsfebhIX0C7ZE4Dgm9Dlb/MeVeoFDc4CwXMZL0YXIfHovQpet1KWlZzpLpZEnDPsMC1tUch1Pkd4+6+2jFae5N0x5cAq5vTeDAm9Yh67NPj0nyapJGN5xsObqhjeqBdzguN+Hu7qFfWme0geg5bep+YyhCF4Qus+YsZ9ehq/llBGD7zBwhhff2UN9vkbSs4S+KvR7B3QPcpxf4nbu/z+GgXfTG0fu8Nvc0X5y5TG9kpem5LWrZRfZGeA4n7S2yehk7dHlr94fD3912mmxWLrBZuUDT66KIMtKUIqDjtXEC57ME/5cZuyPJOVUpfLLMVyUVUzGwfIsojsnphbELXEAgr5emJkcnsFkpn6N/ZrpfK6wiSRL9EehbSkwav6FUWefYaVA2imzkl3BCj7utR7x/cpNnyheIyzP4SYAiyCiuR2yn4l6EDutGheXNrxLEAUrkY4QekSAjS+qYlvZMcR1F0rnTvE1GyRJG40k4p1dSz0xRoj5SnUiiQr6wwXeP3sIKLERB5JWF57l19O6ITZ3OlepFTtpbqLJGwShN6MtESUw1v0J9xIzb1EsogsRKaYP99jZRElEyqxgCfG7+KezARRAETq0Tmk6TtfxKapYCLGbn+ZXzf4VeYKFLKgUtT8/v8+HxDdpum/XSGgu5OcwRuQMndPnRwdtj+xUmEfdaD4cJXpQU8sUN+r09Aq+LKKlkCyvIZ1QhI99N+8lhiKSbyIZJGLojyR0godt5RLF8EVk2CQeeAfHHrBLiJEIWVURBGku6cRINGbbD748CdFmfGERqso6uZtBlk8IAR9712siygSCIFDJzCANOgCYbE0PDx6GICtcWX2K/9QgnsDC13HC4qckGmmIMRMQUEm86QofozO+U5AmtHjlyeXHuad45/ojF3CzniqvMjRDKlvOrFNQcCQl7/X2USCTcPUXQFaJr88QZBXmvR7h9yvE5dZjcn5yCGHuK1lEUWOhKFnfQioyTlAfQtE8nILSPmg+Yy82TlQ2iOJoqDS4K4pBl/GnHZwn+E8aMWSOj5khIfRdzSpbtzg4Xqxfx4pCW2+FcZSmlTqs5ri68iOf3EUgQEdDULIlZwVBzRCSQJEiiRFZN5XBXZ67T6O4RJxHV/DIZrYggCKzPPIXj9/FCF0MxUSSVjKzjRh67rUeQJCxm58lKKnXrGFXS+NLSSxxYpxxYBzwaccFZyC6yYOaRFINMZpae00AURHJmjVCUiOMIzzplLrdEkMSESYihZNDVPP3A4ocHP+FLSy+jSDpBlFZk+oCx2rMbNM+0XeIk4sRuYA2Wsyv5JXY722M3QVp9WmzWrqGICovFdTpOc7hK0RWTnFbEUEx0NUcQOmkLCCGtwnyLK7NPIQgiQeDgOG1mc4t4fhclDllVVgmrF1AH+9n1+0iCSEHPU9DT3mvb7fDth98ZQkRP7FMulM/x3PwzQ5JTFEcTbR2Anj+OApEVg3xxgzgOUonnM0zgyHPpbt0i9p9sK7t8jkSbvBWTJCZJIvKlDYKgTxg4CEqWolak7bVRRIWl3CKiIKbEKEVnpnKBk8Zjk4qEUn4FRc1iRAFW6CELEpIgsKgXaIwkJAGBSnYOXVC5YC4TWl0EtQjVZSQ1w2LtCg9PbgxRVKaaY6VykVJmhswAcJDKNogIgoAYx6yWNgYMUIWguAECeIGDF9hUMvNokgaGgLy5Al5AdHRKEoYgCAiKjGYsEBEjIiKJMrKkpUqnejHVsnFabFYucbG0Rqe7h+vU6YQO5cIqL82/SNg5JO6lSft8ZgHNzMH5eRpLEh8693BDl9r5CteyF/HiSXioIspTpReSZFzKopiZQxIV4nj6e22nhRk5XK+coxXYE0i15cIqbaeJqWY+dSGyzxL8J4gkSRAlle/u/BA/DpAEiS8svsDnV17ne/s/Hho4P+rscGid8uWVVzEknbb9cEwvvly+yIPm/WEiEQWR5xZfgThGCWOqYgFBUlDFVPPF9tocNu8RRj4L5fO0ujtDEpAkqmxULmAHDn23yVHvca885GHjNs8vvsR7B+PmIgf9fRYXX8X1u2MCaa7fZ6F6BUWQcK0TpFiAnotg9YiEDsm8AnpqyPBHez/i2eplKpk5EiAWJOq9faq5hQkssSjK9Eegezk1w35nUp+j5/cIXZWmfUqlfIHz1SupyYgAQhxxVL/FUu0a9fbDse8oZOYp5hfZaz7AC51B0rmALilE7TrJoGklehDLJn+0+2PeObmBIWt8dflVzhVXUSWFht2cwP/faz7gQuX88CFgKgZXKhd472RcSOxCedwCLv3d0pgEhRt6tJwWduhgCiqqIjPaf7AOtsitX5rYDggDeQst1QoatLZfWHqR494hZVEHqw2A4ntESoCu5qlVLuD5FpKoYGg5juwGf7z742ELr6QV+dLK57k+/wIn1jGp9aDKiVUn2+090boJXASnT3blCrvth2MQWdtPvUozokgwwL1n1AKqUWb7+L1hYsybM8yU1imYVR4efzDchutbGGqGRncfN+gjKypzF5Zh+xhzeQVXCTkZaY0UMnMsVS/hui1cr40iSCyWz6ErBsfNO8Prwg/6dPuHaEFCPKJ/E1lNJKNE/0qFt/a/N3z91GvwDje5PHt9bNUNcL+7z/PFV/HtcY6BblRoDLwSsmYVOwroum3KZoUzMHjm84uEXpcktPhiZQNH1DDzi/i+jRNYZLUsfbfDo8YeJbNMdorhzZ8nPkvwnyBaXoffe/SdYc82SiK+s/dj/sa5nxsm98fxqLPNs95VTCHF3WpqgSjyEASBw+7+WCKJk5iHzbtczm1gn24NX3daApnFC+ye3gQSTK2A7TTHRIqi2EcVBHKFZb4/IOmMhjdF3AlSuF9zyiygZ50wUz5HvnwO7/iAoJcu3xOgv32H/LlrvDD3ND88+AlvD2QDRAS+ufp5nNBFFFUMrYjjPWk1RZHPbG6FG/XU//XIOqVq1ji2xvu/s5kq3sAcJAwdTlv3JrDKXmBNPkAkhYcnN4bvtf0eB+1HzA38Uofvk3V+cnKDtwYSy74f8G8efIu/dfGvsV5YmspMTR8Oo0gQkWvVSwRxyK3GPWRR4sW5Z5n/U4gqXujx9uF73BlpXT1TucxabJIMdI5SZUgB3ajijsD0svllJGmyf5/TcihBQP/0yRDRamwhiJu4BByOwFzzuUV+dPje2PFseW0aXgsrsHnv5CYCKdP3y/MvEltniEBxRBj6Q2mKx6HKOpFvEYy0HSVZ46h5f6zq7don5DM1oiQee0CUc/Mcj9g7hpHPXv8BG5efAUnh9Pi9se+z3TaarNEfuXY6gYVcOj9xXehyhmBKayVwu3TF6T3wrKzxS+tf5jt7b9L2eyxmZnhp5iq3egecy84g+D0QRHLZBXZ7x8SyiSIq7PWOsPw+bugxn53l2uxT7HS28UOP+dwiBUXHHbh4JX4XQxCR5DmOutsookJz5Pecnel9GvFZgv8E0fX6Uw/+NLgdpBW/FYfsRwn3WndZMKtcLq1in2G4Qrqs9c6yB5Nk0G9ML0ZVNsZkRx+H63cxzBQ3fnb/HlugnU1eiqhO7QMykL6VRHWY3Ecj7He5VDlHRjH5qH4bUza4UFzBtU7IaEWOe/uUzSpaEuINVPhymTkyWpFnZ67yweltTu06F8qbeJE7tMRbzi+REST8kf2cyr6cAn+MBhoo44cuITmD7w9kk3fqP5j4/O3WQ9YLS1SM0sSxWswtkBkocKZ6JiI5LcvnFl/kmZmriIJIVs1MHscz0XY7Y8kd4L3GLRbmX0V5LGRnZJEUnay6iKyVCGIfWVQxtCzTBKmSOMLtTg5Jg9DhuDfOGo6SeGprqe20yWm5MSbxx3WBxUQgoxfpjKBrsmqe8KzvrCCOGLY/CT9wJnx5ZVGe6pnqxx6qMHkNZM0KvWEyTMXMgKnKjGHsI0oq8ZntS6qJMkVRMpV9lnnj+CbL+UW+WVpjt7PLm4fvECcxd1vbXCitMp+Zo6hmqdsfYvvj92xWy3LcfkQUB8wbZWTZwBDlsQcSpHpQEQJRHI6h0WRR+WzI+pcVpqJPZcDl1Wx6oY6cqIxioss6/2nrezwaVMqH1im321v8ysaXaZ2REJ3NzpE4FpJqIEgyoWtBkvYdH4cb9DHULPYZbZmMXsZUM5yrXOT2iBiXJEgYislT88/z4dG7A9VDiSsz1zFUk0p+mZPWA0y9giCrgEDuMc5bEEAQESQJQZKIB6YQgiSjyzoXyhtsFlfp2g126mlFbKg5At9hq3mXslmjlF9FQKDlNCjlltjIzVPTcsSAFAdcLW0gKlnC0CLx+/huekwkSUOWNaqFtIdtu23cQRJRFRNF1imYMyQMiEdCevlqskHWqJAQp4SdwupYZSmQoElq6n87el4H6JaSUeIr61/k/aMP6fl91oqrXChvEsUR+51tdtpbSILEuepFKubM0Kz7k4QTTeM2gpeEKICkGWQXNxBlmbbd4PbxB/iRhyzKnK9do5KdmcKmFiYkiQVBRFR0CtkZLKc1ZK8mkU9FL4/JaQDUMlVyao6qUaY+qM537VOuGSUiZ+TYiTKyorJQXMdyO0RJSJLERIAsm0RRgKaXEEQJQZSRRIVoYNby+H5RFQNlIPVsaIV0X4XpqSfttatT7BwTFLVAJCl4oY8mq0iRT5xEmHp57N5wgj618gqe2yWWJBISZEFG1nKUiDAVE3tkYHuldhU/8vnczEV6vo0sCDiBTUHN8Wz5Apog0Ys9YhIUSWW5uMqdM626vF7Etk9ISOgN7nGzdA5BkIYSCgC6OcN7zUesFtc5GUCOVUljsbSJ8TEWjX+e+ExN8hNEGIW8dfIhf7L35vC1a+XzfH7heZzI5ccH7zJjlqkaJWpmDSfy+X/e/LcT2/nlza/he21OBsvHklHh8ux1Et+l49QJI5+cXkRyfbTiLH2/SxgHJHGYohbikIiYJEl1bHJmBVUx8COftt2k7/dQJJW8XqAwMKp2vB5h5CKJCpqSQZZVoiig63W5eXKD1uDGWC6scKF6GV3W6ffqdL0WfuSTU/LIfYfs7DKy/uQCdH0L2+9hu11UJUVUHHZ2mC+uDklY1ew81ewckijjBxZh5CMJEopsoCg6fmDhPRaxEkBT87iBzUn7IWHkkzUqZPQCqpwOWC23wWnrAY+rt2JuCT8ROLDr3G89QhIlrlYvsVFYIfJ72L0DkiTGzM1zx2nx+1vf4+WZq6wM/E9ruVmKAwnhrt/HD300SSWjpsqeW60H3B+0lx7Hs4svpXK9nzDqdpP/7d7vj70mCRK/eO6b5AQFUdEQZQXHt3ln74djVR3Ac0uvkdUnr1vf7tA9TlsxkmogZks07SOiOCCrlxFEhWZvDxCoVC7wvZ03EAQhZeLmFzlfXMfy2qnMgZql6fbI6jlmlAJBv4nfbyFqBlqhiqylGG/H7xGELoqko6kmAgmW06bR20vPl16ilF+m73UG/q0ShmyQNyogiJxax9yr3yGMQ1aKqxSULMftJ6sbXckwU9rEVHO4Xpujxj0kKX1g1Irn2OsfsDeiazSXm+dC5QKypOF6HfzQQVUyqIqJABzUb+OHTxL5QvVKKovt9XEDCyd0USUdUZT4z4/+aFioCQh8efV1DC+A1ikkCYIokZnfRM+V8EKXhlWn7/foux0WCytIkkwcumPKnZIos1K9guV2SJKISJD4sHGXpcIqB71jnqlcSLkpgCzrlDKlT3xdfaYm+SmGLMlcKW5gSipu5KOIMl7gsNXdo2ZWeWX+Ke6c3mDLPqZtnTBbWJu6HcvvE4Qua+XzyIJMLTuLBGy17gyrFdvvMF+6wF5ni9bAVFmVddZqV3lw8hH2AJqlSCpP6S+iDiZvfuyz09lBEATOVy5gKhl8v8dx4w6PE6Kpl6gWNxAlhd3O7jC5A+x2digZZapmlXvNm8Oldp0jlkvnKWhPyCth6LPfuI0XWMiSSt+JyGdmWamc597xh8PKre91ieOIslnloHGbMPIQBJGZ4jo5sUYShfj2KXHkp8JUksZB40lC7TsNBAQKlTnCyKPefshob71vn9IVDW4N2JhBHPD20Xtk1CxL2TlkySCJQ0RZ54peYSMzR9w6ILYGFWoY44oKj/oHfHfvx3iRz3xmhi+vfI6sYrB9RpAL4KC7N5HgozhKkSNTdIuKeoHXl1/lh3tvEiURiijzhZXPUTSKY+0XN3QmkjuAE9pkmbyBFT1Lfu4iTvcYMZPncASX3bVPyBpVDC1HzqhS0Er8wsaX8dxmSvXXStw7enfMKWqteplabgHH63LgHWGYGYKoh1s/YqFyiU7/aAxPX82vYOrFsYRme10Uv8f9EdarIqlcW3gRO3B4d4Tuf7d+mwvVyyxXr9B1GsiSih+HfLD/Yy7PP0dGzZErrNBx22S1WSJRGEvuAEe9Q1aKG5S0PH6k0+wdYrW3yRsVykZlLLkDnLTuo8nXEb0+YveYrCiRKRV5r3l/bBWekKBEMTRHlSEjrMMHSOo1WkGHd48/ouv3eHb2Kfa7e9TtY+ayC1TzK9huC0mUKWbnefv4Boass9/bxx3MCrJyhlfMVYK9FHUmAGp5jljPIX7KsgWfJfhPGP3A4vZgSJdT82TNCv/bw+/wq+tfoNl9Ag9su00yWp45s8rRCK5Wk1Q0UeLQOqU+UNF7XtHRSMaWooIgYofWMLkDkCTU+0fD5A6pC9NO8wEXZ5/ipH/MeyPGxe8c/ITXV16ndSYh2m4LL7CQEoPDM2QZSG8YTZAm+qj77YeUsjNoA4aiFzpDJt/jPmrfqaMnyUQbK4pDDhq3hu9Lkpjj1gMMJUOveX+4f3HkYU1hTPacOrVolSgOJiBriprn7hTJBcvtYvkBXn9kYDlzHtm1cEc0fkKvz6nT5FvbT1AVh9YJf7j1Pf7q5leRBJGzHWV5xHnJCz32e0fcqN9Gk1Wu1a4wa1bHoG6yKLFZWqNmVnBDD1MxyKlZer5FlERklQyKJKOI0whGjL0exdEQfilJCqqRR9Fz1EfQJo+j7zRYnnkaXc0QBBbt5l1SS0EJO07Gkjuk/q95o0LPbhBGLr2R1lIYuhNkqWbvYMLdK2tW2T3zUAwin77b4WAKsepR6wGaeJHD3iFhHAxnIC2rwVF3n6ORmdVmdRrKCILYxw1s7o341va9NoY8rZ8t4FstnM7g2o/A7hzQ8boT75SiKYP3OKIT9PjDR388vM5FAeoDlM1R/4BT65iKWaWgVzl1u+z09nhm9joZNYPrpAn+YmGN4GAc6OA2j1ALFUTz05Us+CzB/xfETG6e//f9b5MA6pSqbb+zxc+vvc4H9XvcbT9i3qxxubTGzplhmxe4KPL4ja3KBtYZ6QJNMemO3GDiQIir7TbxQ48HI1j3x2EHFpKkoRgVSBJiv5saMYQuqpojq+VonUFGlIzyxI0P6YBzdAA5fRgnTCXhqJKCM2WYltrAPXl/MsVKMP2tEiAiDSznkrHPRCiSOjFEnNWLeM3xB1hgtwjc8eMqCCInZ8ktwLFTxw19NiuXuDGC5hAQWMgvDf/9qLPLd0eUJ7c6e/y1c9+YQNaIgkhxoBXvhT4f1e/yh7s/wgldLpU2+OLSixS0LEvFdfZGGJiVzCzmQELB8y0anS1cr4MiG1SLG+gDV6BploiiICJLSspAduo8PtaCIE09x9FAEmE6omj6a2fdyCRRmSKtDY5vIU3puUuDwfZZZrauGGyfkSGO42hiEC4gYCoZ3MAe+01+6CFPUWosZeZxu+OQx9C3Wc8vcXAGdSMrGrGRwTH01MzEi8Dq0vF7Z67BM2bsScSJdUwi6YQkiILIe8cfslpY5lruKpIgk5MMJk0XSbV3PuX4LMF/wijqBXRZxw1d7NAbnuKPG2BIgsBLs1d5ae4amqTx5oiZtKGYqJJKTs9jyhr1EYJQGHlkM7O07dPUnUYvo0gKmpjF9i1WSxspxSdJh1eiIA1EcwWWsgsU1QJtv0siyDxwuzw4+hBRELhaOc+CXkZVDGRR5tmZp+k6TSISPGKCKESRVHQ1hywqIzeMwFr1Epbb4rSzRc6oYGp5DCWHF9oosjbQGEkomVUOzlSTmmJODsyY9C1NkghNUhFFeQwZUS2sogyEuqqlTU5bIz1b2eCZmet8d/cJQkZAQBMkzqaZKHCRVRN/BD6aJKlzz9mQRRlJlKhlZ3laeoG9zg6qqLJUXCE/EKCyA4d3jj6Y+Oydxv2fCp08tE759yNyB7dbD4mThF/c/ArLpXVKZgUnsNFlg4yWQ5VVwsjjeNDighQtc1i/yeLM02iqSUYv0eyO6x9VCivD4xaPsK7j2CejV6jll9NhuiAQhR5RHCJLKjmzSpyEKLKBAPTdFqo8OfwTBQldzQ2HqgCu16VsztC0xzX6s0aBvFlhr7M9lhzPVy8NB905rUBOyw/nSGdjv7PD9blnuXXyUbqKShIuzlwlo2bpOj55o0xOKxInEY3+ET2vSyE7n7LH5QwIAoqWxxfq4/dsElNVMjw9cw03dKnoBXRZI1Y1fhSe8OF2WjytZOf5+sJLyMmZYmVKUSKLaVHzzultvrL0Evcad9nu7OKFPs/PP4ssaCmY4UxBJCqfvnzwZwn+E0ZGzfDF1S/wsPWQeKQa6QQuppIZ0+JeKqzxsPmIh51HqJLK8/PP8czCc3xw+B7nSmtoSYSYxOiihCLrLNeupdrXSYIoyhhqFjdwkGSdve4+cRKxWlrn0sw1Dhr3hpBBAQFjzuRC9RKyFyKdNoidOoV8kXviMffbWwBEScIH9TvkF19iVjbxrRZ2/RFyEiMV53j7+J1hD1IURF5bfo2Dxh2CyGetcpHWQAUQoGOfkjerlIprHPdPOHGb1MxZZjIzaLLORu0aJ91dwjgY2AyqzBTXOWk/ImtW08oqSZBkE0k2iEYqPiGOWKldww89ojhAVQz0AVQxCB0kQWK+fAlBkhEQUBSTQgJfXf8yj1pbqJLCWnEFRVCnJHiHTHmZwO0OZZUFSWIuM0NBzdEZQd28tvA8BS2luFczM9QG9PezMY2qH02Bc47GVneyNXa3/YheYFHWC5TMKmdHbUHoTTGkSAhCG0010dUsy7XrdO1Tgsglb85ijhBmDLOKN9piESUedrbxBiufvJbn+tyzSKKEJMq4vkVnYKRSyMwOVgxrNDu7qSSCpFEtrqEqJovVK9hemyB0yRhlqpJGEPn0vDYCAvOFlZSFrGR4aflVdtpbBJHPUmGV8qCd9dzCy/j9OnFgUdGq6FoOTdbRZJ28XsTxLVpOg7yc57Xis4TNFqJhoIrpCkaVNFRRHvggy8zkF/FCD92o8VH3iA/r75CQsJCZ4WuLryAENgExiiAi2B0yWo6LRoGHpzdodneQRJlYLfLhyMp4p3/Iu+37vDL39JhY3f3WI65Ur/CwcYcoiVAljXPVyzS9Pqqk8Mbh+/zahZ8HIdWwSmWlE7KL5+gfPIA41f3PLqwjaZPFxp83Pkvwf4Yo6gWenXuGrtfnWnmThtthQc+Tzdbohy52YJHXirTcHg8Hlmp+5PPG3o/42vpXeWnxeXrN+0RJRAQEXgczO4+k5Tns7A6Xt6Igs1S9yNv7T1A7W82HrOUWxvDgCQlHrUesFi/Qe3iDeOC8E6ky91rj+uIA99tbnMsv0as/TJOsYvDQOhwbMMVJzL3GPZ5feBFI8ANnmNyHIcj8aP/NoXb6dmeX5fwSG6UN/mTn+8xn59AklQ8bdxEad/nG2teZLV9kq3kHN7Ax1RwZo0y+vInv26kk8kBa1XJbnLS3SNmVMovVy0iCyGnjNo/XS5KkUStfRBq0Juazs2NVcxyF6IU53M6g7ysIZKvrKHqWwvwVosABBCRVR1Z0funcNzmwjun5FguZGWpmmaZdZ7e9RZIkLBfXKBrlMd1uUzF4ZuYqb4wMDgEuVs6P/TuKI/zIRxEVZEkmOwUKp0sqkvDxFPWPM50ZXQUpskGlsDI8JqOhKjny+TX6/X0kWWe7uztM7gBdr0vDPiWrZjntbA/nKwAd6xhdy7Pf2qKam0cSJPzI58HJDc7PPc2Ng7cRBBFFUgm7B1xfeJ657Dy1wSC67zTYPbnBSu0anfYjypKKKOvY3R0yskJWK+K2doaY9dhpEfl9npp/jq3WQ056B2S0HM8uvIRQb2E/fNLC8nb2yD73NPX+NvZAyylOQprdXZarV9mzTvhgBAXVC2w6QY97pzeJkrTlc2XmGnlFp9nboz/gmphqjndHmN6P43bzAa/NP8drK69xr/kQL3DQtRzfq9/nCzPXcYM+dujxw703CeKQV2evgyBjKjq2b9MPu2iyjqlmUPNlCrpJEgYIsoKk6j8TE+7PEvyfMQRBoKDn+G/OfQ3Xt9ivf0SkFjj2HZpum82Sxu3m7YnPNd0mGUpjmFgA127ghe5Y79JQTXba47ouuqxPOPNAOvCMfW/AhhzsYxiSkY0x9yhIzQ3iKHiyNJQVuvakBkfP7yEIIpqs4fmT3cJIkCaMMfa6+9TMKgnJRD/TTzzunLw/ghTqcfvoXS7NP89WZ4f9wc30zNwzNEdaPFEc0rVOESKH0WZYFHk4XhtFMYgcG7/VIur3UUollHwBUdMwiwtoZpk4DlKqv5K2AmRVR1afsEPD0EeKfSqiwlJ+EUPL0fV6vDfycG3apzy18Dy17NzY7zpXWkMSRT44uYUqKTw39xSzZm34947b4W79Fg27Tkkvc7F2mbX84oRc8ZeWX6agTToKPQ5ZNsiaNfojRCNFNtAUkygOsdw2J51tkiShml8iZ1SQRzRwREnGzNTQ9AJe6NNsfm/iO076xyzmluhPUfMMIh8/8jhob429/tiujiQatvScwOJkxC8W0naO47WJ4mBsgF9vb6GXLk4QkkQ9z83jD4ar4rbTxFLaJFvj11USBASBO8Sdj+1z6HC3Nb4fz9Yucff0xrCPHycxHx1/QMms0h6xDwwij5peZLc3/n0VvYQqKTxsnvA/3P0WFb3Adv+IspZnWcsOr+PHsdXe5ksrn2e79ZCtwfxNEmWuzz9H2awiawb8DKr20fgswf8XRl7NEA/IErbfZSm3zG5vn5jUim5iqZ7AiW+l1m5j9G6V7ln0SDL8v2G03RaL2VkcPyU9BZGPHzqUM7NDhb/hxzsdnl26xLcO3kAUROazs4iCwMXKOcQRVEbs2SxmZmmdUbJczi+n5iVM76FPo04kJOjKJK1eERXCyJvowSdJTNNujN0U01iJsqTgepPoGt/vE7kOvRsfEXsDHZLTE9TZOTLrGziRy7F1wGHvgKJeYrm4Sl4vEIYeYeQiICBKGqedbTojiKViZn5SVRB41LhPyaiOVfGGYnClepGN4hqiIAyPGaQqoW/tvYE7SOSn9gnt3RafX/sif+vSX2Oru0/X77NRWGYh+9Nx9ZIoUR7AEm23jaZmMbQisqzRc5rsjJDc9ht3WChfoDxFtlqSVDRBomRWBkbXT6KWmUEUpYHF3/iKTZOnzSkU/HByeD6NnSqJMuEUX91p5xsgECXswEKXjVSP3usiJqTtjLMRxUiiPAExFQSZGbPCwxFopTyF2Q2pYXrJnEFXMnihQ89tsV5Y5Wbz4RDaKAkiry8+TxKHGJJK3etSH6Bvimp26u92Ahs/cofJPd3dkBtH7/Hi8ufQp8x/Pu34S03w/+yf/TN+8zd/c+y1ixcvcvt2WgG7rss//sf/mN/5nd/B8zy++c1v8s//+T9ndvZna1T7SSNFKYhk1AJC5PHKwvMc9I+5UDnPrZGlYUYxESWVO90DZswSi2oRwW8DIEoq5cwMumKgSiotu4Hld1msXKTpNJnJzKQPB+sYUy+SCCIN+wRDMVkoLJPXS8hIyIVi6h6TCCAI6IHIL25+k4bX5nbjHqIgYgcOBTWHWVrCt1qoRpGlBGpzr7BlHfCot8PFykWW84v0vQ6apCMBmzNP0R1UiVm9SMGsIAkSsihzrXYRQ1IAkaJRYjG3wEHvcDhMe3Hh+akQQEPNcnomyUwbWDt+H0Mr4J6B6Rl6kciyhsn9cfjHR2hzc9xsfUR9UPF2vQ6H/QM+v/wa7fYD4kEVmcktjyV3AD90pvbR44E647TQpxhuW741TO6PI4gD+n6f2ewcNbM88ZmfFrKskZVrZEdWCEmS0JiiK1Tv7pI3K8hThpWSKHGucpG20xzKFGTVHLO5eWRJYa60yc7pRzz+rbKkoismGzPX2KnfIYwDNNlgvXaF0/5RylMwygiCQMdpIksalewi2uC7224Tx+9hagU6/QNkSSWKUzasqZeQFQMtW0McvD9wu4SixOXaFaQ4JIl8xNw8QZIglYpErXYqQqcoJEE6GJ4tbnAwor/zWGTtvLzOTjd1XOsM5DOmhSIpdJwGdfsEQ8mwXL5Ao3fI37z4CzTcDmEckpM16s37HCcR88V1fmn5Ff7X3R8B8KB7QHHjCxxbx6wXVljI1BBIH6he6DKjzTArlBHDmECFh97u0Ef3Zx1/6RX81atX+fa3vz38tyw/2aV/9I/+Ef/hP/wHfvd3f5dCocDf//t/n7/+1/86P/jBpK7IX0ZIkkYlv8ZBbx858pnNZrhS3kRXc1TNKqfWKaqk0osC/m8f/evhUO5X17/E03oWTc1gmLMooU3itYh9m1mzTJJbwNRLvLTwPJ3BMnFj+RWO+4ccDireNk1OrWOeXXoFTTUwSwvY73xE4qfJS56r0jNyYzC+o0cnfHP9yyxlZyFIcPaftIE2C2XOr3+N0/4Bdw7fZqGwikFCMDD/kGWDi/MvIMk6kijxpbUvIsQegXVIEqS/K5IVrlQvMz8wxy5oeYp6kSgOyWqFYY8TQJdNVFEaJmFIRd0yWhFnJJlnjTJZrUAYuYSPbfyMKppWILKevG80wjAY2y5AUSvS7x8MkztMryAdv8tSYZWbZ0TkVssbyIMBmRd5KSNXmo5dBz62nyoyvZ/+06LutGi6bRRRpmqUyY1o4JzFoo/sATCYAQxadapspOdFL/DqyhdwAzut2iUVc7BNQ8uzPHMdN7CRJBlDNiGJ6XR2WCgsIwz0ZpIkZDa/jKlmafSPSJKY9eolskoGx2oRDkTLKmYZrbiBJKlUS+ew3DaGpKZuSXqBREgICfAG50vXy+T0AqfNOwSPz4/fRdcr6Oc3sJt1OlJAJ+pTNEuomkRWKrE5+yyO3yceiPPJsoYUOjxdWkUUBPJGBUXSycoad06fcCeuzT7Fo8ZduoNVrBe6dN02zyy8RM4oUjMrbNVvczKC3mo7Tf7K0gs8V9nEiQPcKGQlt8iSWSF0mwTOaapiKmmUc5tkD5okOynsUxYFrr6w+TPRnZkWf+kJXpZl5ubmJl7vdDr8i3/xL/hX/+pf8ZWvfAWAf/kv/yWXL1/mRz/6Ea+88spf9K5OxKl1zI2TD0b+fcJLy6/hRS63jt5lqXSORuDwr+5/a+xz/+vW97jyzN+moOaJkoDWCF3b91roWpkodMYgga7fHyb3xxHGAX2viy7ouLfuD5M7QETC+2f0MgDeP7nBwlIJ53icFRh0W1DMU+/tI4kypqzhj8DdwtDBsU/IF1YBKOs5TutPoHmCININA944eGNY5xqywZfWvkBeyzOXX8EJLLzQQVdMgtCloBfZl7QhDnq/u89Liy9Rys7iBDYJsNXeYja3yEz5InEcICAiyym9HNOcgJuJhkGsTl7WRb0w5hULQBKPwfwgrYoLeoGrc8+w1bxPkiSsljepZmawfZut9hY77W102eDKzBWqmerUIWhWzVEyKmPaQzk1P9V70w09mk4LK3TIKRnKRtrrBdjrHfI/3/2PQ6OXGaPCL537Gnk1ix3YlLLzEz3omcIqsqTgBQ6H7Qe0HiNijBqL5XMDwlrCSe+A0/4hqqyxWb1MyazSdVvcPnpvOMyfyy9T1AqEsU+n/4R45LgdyoVVtkeYx0kSkwnDMQvKwG6iGSVabovDEYy/KutsaE/jOPUxhI/rNpGU7MTD13UbhNl5bnPCdjMtTPJOjlcVDdepE0c+ipYnn1tCVgxO+0fcGCH/HXZ2eWbpFVaL65TNCkEUokoqAgmPGuMzsziJ6HhdbrZ32MjPUx8hXGWNCrf6p7y/kxZOoiDya+e+yWymQqd/RGOk/RpGHknbItk5Hd04wnvbaLVZ+AvI8X/pCf7evXssLCyg6zqvvvoqv/Vbv8XKygpvv/02QRDwta99bfjeS5cusbKywhtvvPGxCd7zPLyRZXu3O8lS+zTCDRzunfE0TUjouV0Oe3skJIiCgDNFtjdMInq9Blp/H2U+bTfJShZ5YJwgJAmt3t6ZbU+PKIlJ/ICo05t4fzzlU6naYjiBwZVUfdiLN9UsyRn3HADPbRPnFpEGy+zRaljSirx9emvsG53Q4bB3RF7L0+wf0nNbKJJG2zpJk4GS5Vr1Il4SkSQJmqQQBQ63GrfHkD1dt01OL5DXi0RRiBc4QIys6eSuXMN6+IDYsZFLZcy1NWI1NcUeJXL1/T5FPYc/YkfoOnUWKuc5aW/hBTaKpDFX2iTptNF6Da4WNlAyRXQjRxRH3K5/xPZg0OiEDj/Y+T5fXPsS5SntFk3WeGb+OU76R5z0j6lmasxm5zHOLMu90OfNw3d5//QJ6um1hed5euYKQRzyre0fjLl4nTgNel6P+/W7bHe2qZlVrtUu0e0fEycxM4VVzMFDpG2dDJM7QMc5xbRy1PLLPKrfoTF4gHuhy82jd3lm8RXunXw4htQ66u6Sr01KJaiyztEZ6YCSXiZw2hPvDSKfoykevEHk4rqTA9JkikUjgBXabI9s56nqJYKRh07gdelGj8iWNnjUuDv22YSEw84uG7XLtDyLnxx/CAh8cfE5Skb6kG67zWEvvx9Y/NHuG/RnrlIecj0gkjTebzyBT8ZJzL97+IcsZ2exJwbUArE9KTaX+AGJF0Dm/89bNC+//DL/4//4P3Lx4kUODw/5zd/8TV5//XU++ugjjo6OUFWVYrE49pnZ2VmOjiZpz4/jt37rtyb6+j+rmDawEUURO7CGZsXzmcrEe0pajnwikUQhSRSjmTM03S6N+h1AoJadJ6eXx+BqYWBR1MtIokRpoPzYdlrktByCICEWC8SVDKEhI4cJwm6dp5cv8cPjd9nILxEmEY86uzw9cxVJ0RBEaYgHB4gDH1NN99ULXQSzAmcq3tS6LR3oioI8ppQniMrQuWk0OoO2TC2/hDZwVfIDm5Z1nLJQ+3sISYwABEBizkyVZk7JPzrHzQf0Bxo6upJloXqR/PWnSKKI/y97/x0rWZ7l9aKf7V14c7xPX1lZ3nRVV/tuemboMZfWcJkHaK4uEhJPAkEL8TQII0ZoEPzDCAlxNfyB4D7dx0N3HsNwL9Pju3vaV3X5ykqfefJ4G257+/7YceJEnIhqBrq6q2eo9Vfmjn127Ng7Yu31W+trREVBkPLzuzbzBBvtdXbtHcpamdX6BQxR5rh169Q0RdLQFIulqcdIkghREHC27g3UFMODLaKjXeSVR/FJxpBNkJsmT0rwkHMnVmvnWK2dm/g6wLHfHknuAN/afpXl0jyyqHBwJmlMmw12etts9JPrgXvIV9a/wWdXP4UmigRBGy8NULTyiNb44P3sXQpGbZDchyOIPaIJw8IojXMCmVZCkjSiyKVg1OidQZn4iY8layThmeJAlCY6I8VplHMhzsr6ShrDksAAqlokThMu1S5Q6reTCopBeCZ/JrFHkkQTh7pRErDe3eL/vP3bAMyYDdzIJUgjkjRmrryMF9p0vBa9fmH25tFtfmblpYEchNPfXlILrFqzHAYdttx97NjF0sq50mYa9Y1+MgRzfD4jmDqxLuL5HWRRQVeMHwpEEj7gBP+TP/mTg38/9thjPP/88ywvL/Mf/sN/wDD++55uv/RLv8SXvvSlwf+73S6Li4s/8LmeDU3WWa2d43Z/mGopBeqFGRJB5Mr04+w7ewSxT0FU+Pm1T/MbD75GlMZUtSL/y+rnKAgqwpSFpFi0/QOOBsO+jAN7G6N2AUmUyQBNsYhjn/ONy7R6mzj9qqWiV1FFFVFRia4t8Nb+GwSejyRIXL5yiblCk8+rz9O2dwCJR1c/QdGoIck6haWL2A9v9eWBBYypeQyjxGrjMmkaIykmapoSBi0EQULVq2jG6cNKljUq5dVBeymLXeYKM3hxwEJpPscZI1I1KrS9Fq/vvDqA0lWNOnPVcxhaEYlZekO6OHKfmXtW00aTNGz3aJDcIZdRbvW2ma6eQ1RG++GWWuBS8xHWaueRRDlP3s4+ltkERBAEREFGFGQkSc59dr3eiFQu5Pojie+QaRqCIIwhiERBJMsy7NAmTEIM2cBU//iyr2ehrJBXm27sM20VWSzMsjEEOz1fWWSrM9qqMxSDNHZoDyV0xW9jKBb+mYeurli5laCQm4lPFWdRRJWWd4QoSmiyQdVsoIgyR+4BbmhjKBZK9TzXD27QDtrMFKapyAYz5SVUWUPvwzWP7F3mm4/iHj9ELtSJ+ogyRTEw1CJe2EMSFWpGE0mUUSQdpTDLcdDlVEpBRJFMGvXLOQs1y1BkHUMtECQR7cSn12vn1yl0qJtNxCxBlvX+vRGQBZn5yvJYFT9XWeH/fvANVopzXKmtMmVUeGf39cHrvaDL+folJKXA//3g6wD4ScjXd9/mzy5/FD/s4QBfmP0Iq4mF1nGJjXm6zaewJA0n9tkLeuiKQaO4iOvuIRdLsDZHdC//zQqaSvrxS7yx/wpBnP9Wzzcf6auuvr92ffBj0KIZjkqlwsWLF7lz5w6f+9znCMOQdrs9UsXv7e1N7NmfhKZpaNr7T/k9G4IgsFBaQhZkDtx9Mknjdze+xacWPsJ661SdbrO7xRMzT/D/euIvE8Q+VpigqzJtbxfDqCMkDsdnBoIAh/Yu5xpXsL1j7KCNpVfxg86A0AHg+C009wDTaPDG3muD6ivJEm537/KoprI/pOmxc3wLbeoamqyjFMoY5y7h+B0gA6NAGNm0+kvgDlCypihXL+LHLrvt+0SddSpWk6nyCppiousVqrUrJEmALCo8as2y3l7njb18LiEg8Inlj3Fj760RrZCWd8R8eRFZlHEin2JxgThyESUFSdZZa1zi7hAKqVmYxVSLbE9yonIPc1r+hKGVIAiofYRLFLnYvXHyiiwbSFJxcL6TIol8Mq/H+dp5bg0lDUmQaJhN7rfv88r2qyRZgiHrvLj4Qo5++mNEcYJpiCRIFFQLTVL59NIL/PrtL2P3W2aWnPsNDOuZn6+uEJ75DkWRTa28Rsc7GrRcREGkZE2jyTrnG5dJs4TD7iZRElI26uiSzrn6RQ476zhpRNOoo5aXEUSFrz84dTR72Nmg6/f4yMKzhJFD191HFhUWa+cRFQu5tsDd/bcGVXvNmmGhfpFWb4eiYBK3DsjSGBIZsTJFrfEIYeSRZgmqYhBnMQ8P3h78vSjILE8/xlFvc9AqgVxUrFmcIw1aOIOVjoCiWswU50mylO3WAwzVYra0iKEWWCxOU5d1gqDN/gSt/o3OOpFkDMx8dEnjXGkeUzWpW02C0Gd6xyVtH5IAgutSi0rsSwFbJ78dv8WhvcfjC8+j6iXkxy+grs6RBTFxWeX1vZcHsiVJlnBz/y1MtUCxr1f0fsaPVYK3bZu7d+/yl//yX+bpp59GURR+//d/ny9+8YsA3Lx5k4cPH/LCCy98wGeah67orNTW0NQC/58bv4kpGyRpMNZieGf/HT5z7rPoRhXfa3HUvYcgiAiChOe3USUN/0zPu2ZOcdzbptNfSiuSOsDkDkfPPUBUzLGl9XRhmqPeeEI86m5R0Gt4QZeH+28xWAYLAu3uJpKooGhFsgxs9wjTqLHRH0IJgkjb2SdJE+brl1jv7fLlB39EO+hxpbbGi7OPj8BDMzLafoteOD4H6XgtyqqF7R2Al+thp0FMmsY0G49gzT2LHfbIsowkTQgSH0Mr4p05lqYW+oJkp5HEAWQgyupg6ftemOts6MEjqjpyoUxsn6J9BEkhA0L7gLlyk8Ls06x3HlBQC6xWVkmyhO9snXrferHP1x9+k8+f+xzWH8PxqapX+NTSi3x149ukWYosSHxu5eNU+lID01aDv3Tl52gHXRRRpqaXaehlvr357cExVFEhi8fbY73IQzGaGH3svpcm/Kd7f8j/dOHzWKrFrd3XBvt2vENq1hS7I7LDB1QEmTAbt5Obsho8PLw+SLhxGrFxdIMLM0+yfvjuSEvm2NmlVpimoU/R2zydW3nHO6BqtOIW7f4KtqjX8+bM0N+nWYwXdOmd4YsICAhZTDTirpTR66xTqV9mtrSILOscOIf4WUKaJVysLLJ+dJvl6ipH7nj/H+By7RxvHd1hyqjy2bknkIIOzvFtUqOBJpZI2+2R/dNaie3O6KA2yRLsoEdJryAqCmK9AoDrjfv/Qk4Q+1OX4P/23/7b/PRP/zTLy8tsb2/zD//hP0SSJH7hF36BcrnMX/krf4UvfelL1Go1SqUSf/2v/3VeeOGFHwsEzXCcVFeKJBMn44kkTmPSNEVUZIKkv69sEEQ2fthhqrRMz28PSZCKVIwaD/bfGBwjioOczXrmQaApJvIEpcU0y1BEBU2vEmYZsiiRhjaiKJFmaR8/PdxuyFD0MgdRyOvbbyCJEs9OXcUNPTS1RCIbHIc2BVknEWTswObf3/wvg/e8fnyXC+X5sc/uRj4Xmo8QxmEubJXGbLYfUNKrI4PeeKgyy7KM6/tv4Q191vX2PZ5beIGOsz9AvQiCSLO8PFjapklM4B7jtjfJ0hS9OIVRms6ZrJNcgsihbKf/lilMrxKax4TdI0TNQNYtnFbeQko6B8wvXGWxspgnF0HgwYS+fJAEuJE7luD9yEcQBLQh3LwiylypX2DOmsaNPSzFpNJXifTjvFgoqCalIabrTHGGT658EidyScmoahVSUSA4Q1izY5/f3fj2YGVycq/8JOhbQp6GJhu4E2wh284u5fLq2PaCYtKdQEDzo8l9/DiJCO2zxxcIsnCQ3AEkScafIN/rRw6GWsAe+oyypOYrgTORJiFxEvLWwbvcG5IvbhoNnpq5xlplFZmMKavJ3hnW9Wr1PDNKmb965c8BMU773kBL03P3kfVxMh8TLAZh8oxOEhXOzheAHxps8gNN8Jubm/zCL/wCR0dHNJtNXnrpJb797W/TbOZkjn/+z/85oijyxS9+cYTo9OMWVh8Z0Ql6A3nXql5Dk1WOvWNmh9ATUv9GxkmIrldxaWHbO5yrX8Lvm3OXzQbSGby0F/aoWNN4QedUbEyQqBTm0NQC5xoXuTOE6kmyFKMwy2/d/+rAqu7R+gWeKq9AlhGPLU8FDuOIr21/b7Dldx5+k587/zn2kpivbnxlsH3GbPCTy9WxL3V0hmkoCRJlvcSbe28OvuwFtcCF5iNUzToyOY19GLUhSxp+Eo4kd8gfknbksjz9GGHk5qgbxUQbSqJR0MM5Pk24fm8PQRAxK/NIkka5skanfa+f5AVKpWVEQcF3jwn9DrJqompljPockmHhO21iYhSrTGS384OK4ggsUpvUGuIMqzX2edB+yFv71xEFkSdnHmOxNDfYRxJEakaFGhUgx65v9nb45tYr2JHLpdo5Hm9eoTwQEBNohz2+sfkd4jRGkzR+5txn0RHw/WNEUcEqzA3QN8P3SRIkFESyM5o1aZaMyf/mH1eipBUxFAMvOp0XqLKOJCqYWgXIcPwWaZYgiTKqpGFpZTTVIknjfKAua4hyArUpAiFfqahBiJ+MziDcoEtBr4wR0DTZoGxNcXe322dXC0RxiKJYBJy0p4T89yWIOLE/ktwhX3Ucdu5TtWbo2VvIssmj04+x2d0kSWMWyytYdkT7/mvIhRLi1DikNUht9NUVSFOi4zZJr4vQcWiWZzjoz0BkUSZJE0oTKnJTMVmunWN9iN1aNeqDvPF+xwea4P/9v//33/d1Xdf5l//yX/Iv/+W//BGd0X9f1PUqT08/yvf23uZuZ4Nn55/nfvs+vdBlrXae+eLsoMrUtTI9Uc41UkQFWdIQEFETAS3RUVQDVTTIJBFLq+AMYYQPug9ZbDyC06/24yzl+t5bXJl5nPniPMU+NlqXNAytxH+683sjPqRvH91mrbKCpRiUrCkOhrRFvMjn9TOwT4Bu6PD1nddGtu26h7SCLlWtxII5xY5/xKHX4mZrnUcaV3i37+izXF7iQeveSCVjhzZxlmAoBkma0KxdpGPvEEYOhlaiVJwf8049iSj28AORkjU1EXXg2+MSA769j16cgjQl83yKxhyCJCMpBpKs43a28Pv968A9wpP2qTQvEokZB9EhgeegKwWazQXEJEU6I+la0SvMFmYIkhABgWPvmMemr1FQTyvu9fYG3xpq43z14Tf4zMrHWS5PHv4feMf8X3dPyX9vHbyLF3l8euklFEmm7Xf46sNTsl+QBPzGnd/hz138SURRxQkd7u69hamWeH7mCb7THySKgsgnF56l13lAqTA9wgGIkjA31nb2UCStrxsTM11eoaiX+fjSx3nYfciBc8BCaYGyUcWOfV49vIFALkdtZCmWVmK5+QgPjm6x7+wiiwoL1TU02aRrRHx789VBi2KltMSqvkJTVgdVstD3T7X0Kk6/Wi+aTQpmHUVSOT99DdvdhyzDqqygyBaqXs19XiWVJPZR1AKJOD6sL6kmzsmDGohjl9j2mNcrWFqN9OE2SR+WkwQeYjaadCVJR5UNvN4uaRyhNiqY87PImsGaKlGzpggSnyiJKOlltL4UctLzSPfapD0PsVFirrlAWa8O0HYFtTSyqns/48eqB/8nNTRZ5fnZJzlfWSHLUr658c1Tdxo/9zZ9bLqEKIioislU/QpB6JBmKdO1y2C7OA/yJ3oIhNU64sw0BaOOJKm4QRtNNpmqrLDv7I08/QFsv0MatIgiB7F/jDiNaE1Ycu+7BwjeAbpWpGxN0+3jpHXVmqhomDFZFjdOYv5C/RlkzycuL3I4lbETdrlcu8CMWceJHEpaiW9sjM8BOn6bNE1x3H1anXV0rYRp1EjSBFGQMJXCGEnIUEzELGX3+HYuJztBlVGS1TEHJkGUybKM3t5dkuC0Ty1KCsW584PkfhJpEhDGPhsH7wxWFn5ks927z8rU42PMUVVSuVi/yK3ju2RZyouLL9A0m4MHuh8HvDXEnDyJ6wc3WSzNTyRJbffG4Y132g94bvYJqlKFXtgbex2g5R6PkHY6/hHNwiz/86Wfphd0UAWI/TZxGtDubbFcv4AXuQSRT8VsYCoFVhpXCPwOoqSgqCXU/nUu6SUuyRe5WDuPImncad3na5vfGbzXH229zOeWP46AwL3DdwczpTiNeHB0E0Mt8b2dV0f6zw+6D5kpzrHbfjC41rKocG7qGmVrGjdy8COvPygXCcIeh8enRYgftKlXL1AoLmAPoct8/xhFKfK5+ZfwPJtITLnevTcYocdJbggS901ngrBDUSgSD2EusyhCzpRc773//df1Os7+KfY/dFtkpKiVOlIWs2tvcTDEO1isrHBBX8P/3TdID05/i9ozFyg/uUbFHIdQv9/xYYJ/n0KXNeaLM9w4vDnWe7t1dJtz1TWKfQJKJw54q/WAG637/NTc8xQ3z2iy6Cq3994gTiMMxaKgV4iSEFGQOZxgfSaQEp2Bw4lpgqUYONHoErikFgi9A8LYRZVN6qVFJEnB0Gs8M/0ov7P+9ZH9p4waFbVI+0xSqQgaQms/RxL4LlOKyurKVZLUx+k+ACAio2E0OPRGK+uqViaKXVp9LLcfdKHfdw2NOqZR5ZHpx9i3dzh0DihpJYqKSae3BWTESTgxwWtWA98+GOntW5UFsjgcSe6Qm2CkE+YlAGHij7SNIBeJipIQjdG++r5zwO/e/8PB/x92N/n0yidYVPJ5hIgwYvN3Eqr83jIH6gQJBEmQBjIHk7RvCqqFM2GYfWDvsFq7QGBvjvAq0iyh1d2kbDQgi/GcXeQsHiRJANE7pFa/QpIK9Lxjdlr3iNOY6fIqr09gSb958C5NozIGGAAIEn8E+XMS7aCVr8b6tyxOI7reMV7s8/bOa4MKfKV2ntIEkFO3t0Wtsoo/BJ8VRQU9LRDcf4gRRRiCwIuLlxH0Mp57QMvZY7ayRs/ZJ048RDFf0Z0Nb3OL8oWLhFGPNE0gHi90IrdDmoTYsTOS3AE22g9YVRojyR0gePUO8to0Uu2H05YZjv92YYwP4/vGRKXF7HSh2Atd/r+3v8zvbnyLDXuXrtclS0aTSSwLI/KrB70t2u4BQexTNRtjx5cniHmlYYdPLb4wAv2bK0xTklVOfk1h7HLc2+Co+xAvcuh5h3x26QWWS/OslZf4ieWXMCSFnz33aWr9fqIqKvzU0sconmXORiFCHOMP0dTDoMvlxkXMoWS8WFpAJeuTrMav1UnLwFQtpswpmqqFGNl0epuUCzM0ysskaTwCl8uyjDiNkRSDyvQVjPIcenGK0vQlVKM88X0gn2FIY8lSmGgvB+O67Ema8M7BuDT0m3tvE/WJNqqs8sT0tbF9rtQvvafO+2xhGvXMPX1q+hrF/qC1qldY60tGnMRaZZmKMV4RlvQqsqRQmPC9MfUyftAhij1Mo4ZzZuCYpjFhaOMGPdYPcsRMmsb0vKOJ5y6JUk6AmwA3lQUFbYKNni7p40qQosS7e2+OtFc6fmtMahtyJ7Czg3PLmCWWMrLVJtKlZZTZadKHW8SOQ7W4gKVVOOhuoBt1atXzJEqRe/ZDxDOkSlHVkCSDQmmBUmUZcdJDWRAAYXC/xyKYsD3NyKLJxcX7HR9W8O9zTFlTY72/c7VzWP0kd+i32BrSnj6Meywo/YGcKJIGPiIihlKgZDVIswyBjOPeDqIgMFtapOt3SNIYN7TRZB1DKxIqBRStRHKiAojIlNHgF678LHZoo4gqVaNE5HfwBIlq8RTxosg6QRrT9o7peC3m9CpZlrJ+fIumWaMoafzM8scI+om1KRbAG2+9kGUoQ5VQkobIWcq12jkyScuJW5GLLErIioGulpFUK79WaYzrHqIMSdNqiomplTkKOtRLS/S8Q9r9KlASFZamHiUlY6+7Sc9rUTGbNItzWJV53NBl09ln7+AGTbNOtTpD1t5DsaqImk4WRYiSSql2Dqe7nXt+igJGYQZBzmcYQeigygZR4mOoxUG7AnJEjB95hOkk5mc08qCfL87yudVPcuPwFpIoc6V+kYZRoxd0idMYQzZHpJbrRpWfu/AT3G7dp+W3uVg7x3xhZpBUdVnn+flnuNS4SJxG6JJOWS+RpQk1szngVSiSyrnGZWRJoWg08fzOQBUzyzI02aDbx48LE5Ad/ZtK50wbywnaXK2f46ubozDDx6euYqgm89U1Nlt3B9sNxcJUTZ6ae5q39t5EkzXaXpum1cRSdM4S/BVJG4NldrwW56urBGEvfzBLCnEcUCzMkokyqdFAzDLULMWJu3S90yGtbhQpzkyRxgl3ercp6hXmKue4dXSD9hAqRykusVg5R+a6SIaFUighqafDclkvIEgqYrFCKGQIQu4JKykaZmqN/e5lUUYsDa34xPxhIJgqYuGHL1MAIGSTSs4/RdHtdimXy3Q6HUqlcU2N9zvSLOXQPeL6/nWcyGGtusZSeQlVlPBCGzd0aEcur7fu8ebRHep6mf/1wk/ieW2SLKYol5Blne3ggHvHd8jIkEWFR5pXmSpMI8QJQe+YJPJRrDKCYaGrJo7f4U6/rQN5VX9+5kncOGCju0VCylJxgYpaIIh67LfuDqFxRKbrj3DkHfb7jQJ+ErDX2+Ha9GPcP7xOksaIgsRMeZk0SSkd9yDN0KpTkGQIkoRSqZJJIm17By9oEcUeulpCNhq8tfc2vbDHTGGaR5pXMVWTvc5DdtvrfS15k+XGJSy1TJpGZKR9xJFAGPnY3hGH3VHtk2blHA9bd4iG+AGmUuDc9GN8d/tVtoZEomatWZ6fucpx92HenlJMmpXzCJJC2z3k0N7BVAtMFeextBJh5BAFPaKgh6LmD0+1j9ixQ5vXNl/GjRwWqmu8MsSGBPjI/HOcq66MtWZOfmpRGvHg+B73jm+TkWHIBk/OP0u57/d6EkmaEMQBsiSPoXLeObjJ9/beIskSVstLvDj/NGWtRMvvsO8dIwkiDb1KRc+/82ka4wZd2vZOLvFrTdOzd9H6bUNF1gm9Y6JodGVWq1/hyDlg/4yWjKlVUMw6651NZFFiqTTPjDWNIslESUQQOUSxjyhIOSlOtQhCm557QBS5GHoNXS8TpwnH7iFxEqGIMkns0ywvcmv/OnPFGWRBIAUOvWPmSstoCMRejzQOUIwSnizzja2X2XcPkASJP7v6SbqdUfQMQFNfIk5Tbts5Ua1kNGgW5wZtqxQ4dI+4MnVtoq/BSXS9Fm/sfG8ABS3qFa5OP46uGBw5+7yz9wZhEqLLBo/OPElVrRA9PCBMPHwrIxPBtCqYhSppFJClKaKsTF4dfJ/44+a1Dyv49zlEQWTKalJb+ihJlqDJGnESsnl0i86QkcQzlSWcyOMjU1d5eHRKDDlij7nGFe4O+UHGacSNw+s0tCr2xs2BhkzYPcKcWiKtaBz0tkbYonEacey1+L31rw+qirf33+XPnvscadge6zEHkcvD4zuD8zDUAk/OPc2t3deGHHASttv3mKueR1s4h+j6uPfu5D1vQSTTFZy0ix92MbQyjcoafhrztQd/NDiHXXsPN/J4auYxdoZQPH7k0rYPQA/o9sXaFNmgVj2PrlojjNzTzxiOJHcAN7LpBN2R5A4wX2yy3zr1sw0jl6POA0JRZq/PkO35bQ57O1ybew6/t0XUnztEQQfJa1Gun0eSVHa6mwPylhN0eGr6MW4d3yUlY62yyt3OJrfaG7ww9wQN49Rh9QT50/Ha3B3SL/dij7d2XuO5xY+iynki7/pdrh+8w569R1Et8tjMY9TNBoIgsN3b5btDD5X7nYeYss7F+nn+7Y3/3Kf+w1ppnp8//2eo62XcoMv24emw1/GPmaldYuf4DmmWa80sNR9F8CTCoI0oKmjWNGGaUTYbHJwx9a4VZiioFuUsF52zVBPphFSWhBy07hD122iqbDJTu8Du4fXB9feCDhXWuH50ayAKJyDwzMLzmGqBC7UVnO4GJ3X8tFbCkFXs7TukfT2YKIn5rrfJfn+FkWTJew6gkUUEUUFwci5EszDN7vHtQXtIEETO/1eSe5LE3D++M4Lz7/ltOt4xIjVM2eC5xfx3r4oaWv9Y8bzF/b3bJGH+XmZyzGK8hLe9TpbESLpJYfE8svFfJ8b9t8aHPfgfUsiSPIA++aEzktwBHPeQj808jkE21kN0gvEvaZplxG53RCAMwDvcIo5DnDPkEEstceP43siSMSNjo7c1ZsNnGQ3uHd8aOQ8vtPOe6wQEjankTjvewweDgaa6MMuBu07P3SeKfXrOHkftezihO4aXD5OQnj+O8LE0i05vY7B/FHsct++TZQmWftaKmjEG60kk6Xiv1pTUsYeaqhXZO2OCnWQJSRIMkvtge+ySRD5JmrBvnw7TDp19drsbXK6u8kjjCt/YfYM3Dm/y9tEtfvPuH+BG41oznTNa85DbJAZ9boIf+3x38zvs9HZIs5RO0OEbD79Bt3+Pb7cejP19O+jxB5vfHSR3gHvdLa4f3yNJE47OrH4gJzEZ/b5+RkbHP2bb7xBrNWxR5a29t3lz+zsIgsT5mSdolBYom01Wph6loJocHb+L5x0QBG2OW7fx/RZZltG2dwfJHfrw1rB75voLdEN7RPEzI+PN3dcJIwenN3pfoqBLGgeD5A6QqBrbZ0AHThwgTpihJJLIZvsuU8V5DKWAH9ojvf8sS9nrrE/87gzOIY1onxF/qxl1kiTg+tZ3uLHzCnd2X0fMGCR3yAXeht9rypjG3bg7sNlMfJfe+i3SaLzd94PGhxX8jyAmqSMCzJp1js5UmsBE0SFFUseGsZCLYYnk5Ci/MwwDlAe+n2WtxKXqChlw6LVZqa6MICokSR0jFsHkgXF+LhpZHJFFQ+YZmkzijw6UothHm4BXj5JozM1GFpUR2YDBvpFNkoQUzQY99wA/chEEAUmQsPQyiqSOVFSGUqCoFdEkjWCous8m6cxk79F3nvBQy4+RIokSDatJZ6h3GyUhQRLwzvG9EdRSy+8Qxz522CPNEjS1gNrvR58NVVIHLR0ndMYq0TRL6QU9ynqZql7OxYKGYspq8Nrmdzkb14/v8sL0tYlqjlmaIIoKhlokzRLSLH9gHZ5Bg3iRS81qYGqnrYD2kLb7SfTsLWSlgOuf6aoLwphUhCTKAwb4cAT9QS5ZmqukitJAbTI9IyMspClF1eKJ8iUqaV5M2WlMrTJDu7tOnARIokKxMMdW+z5h4lPSq0yXFtk8GuV8aLKJqde4c3gzX4UXZijp5RG+hSIqVIwaR0MziYY1xd7Q6jJKAu4dvM3l2WdQZI0sy3LRtKEQ44zBL7nvZ5CGPmkUIirvL6P1wwT/I4gTwgPkVadlTRFmGd3Yp1yYod3XmzHUErJiYMkWa9XzmIqOQK6QZygFVEHHP95BECX02jRIIqKsgihQt6awZJ2MDCdycAOHS/XzzPh1lowKUT8hzVWWKBp1gtDG7mtxC1lGWa/ROfPDlCSZ+cpajvUV8y+eLCkYagEhSRFVjTQMEDWtjyYYj4JSYLYwy4xRB0Fgo7dNQS9S1KvoitW3NlPwQgdVNvHIBcA0rUpK2h8simiKzkz9In6YQ9Z0tYipFrg88xR73Q26fouK2WCquIAsKXx25ePsu4e8dXAdQzYoG1X8LEFRctXBk9S+XLuQ/yvL8f673Q0kWUcQZURRQewntSy0kfr3cb60QBxH6IpGkiYcOPvMl5dxEJkvzqJJCtcP7/Cx2cfpte+NJKZG7RIVo0ZZK+PFPvOlRRAEqkZt8D2ZxEcAkMR8wX2ussyd9n1M2aQddPBin6XiHGulBQqKQVktcBx0eP3wFufLi8iSTK20iOt3EUQR3+8QRDZFs0mQxtjeEZKoUFYtdNnAjz1EQaTWx/NLExAzZ5Mt5IgWURCoFhcIYgfHOyZOQrIsRekPqGVJR+ojshqSwf3WfVarqwPTcScKkCQVX6ty1z7gKOhxsTTHlJizVGW9gGpV8pWjKPJTMx8junGbLM7PpypJaI9OU6+ex/FbxEnMZuveoH2pyQaGatEsLeJHNkHk03UPKVpTvLV3Kg1y//gOzy29SMU4lYKWJJm1+kW6QYcoCXNOxNCDU5dNps05pCwnSsmijCBK1Aoz+XUgt4TMRAHBMAgqJTqJhyooFDMJxPe/ofJhgv8RhKZaLDcfYfPoNlZhlt/b/Pagul4tLfL89DW82OPd1n12ju5wrrzE5fICW0PCT6ZWptB4hOLceVIhwbG3yMK8AtOEhFb3dAimKgWmG1dIBAFX1nDs0+Wu5x0gKhaCVqKklbFUC1OxMIw613dfo6hXUGUdVVQpaGUsxWL78F28fjUsS/l2RbUwz1+kF3Y4jLtUFREpVEe0vRXZxJR1rhqzBN0DIOPxwgJaZQZNtVioX2Sj85Be5DBfXkZSLHStSiSIrLfuABmiILEiG2hZwsP9t0bcl5aaj1Iwaqw0LhPEAUlfi/vO3lv4kY0sKnxi8SMUtCqqJJPGLgf9ylNAYLZxhU73IU6/ZSKJMpemH0NTC2TVc+x3Nznoq0dOlRYGCHiBnAW542wjiTKrtYvcaD3gy317RAH46dVPUpNVgjNwuHZnnanGIzw59yyH3hHf3X6FOI37EgZPsFJZpqAWWCov8XDIUMNQDEpanhhFUWK1ssJ6d4uL9fOslhaYMuq8MP0oX17/OtfDHnWtwp9b/RTLpXniJMKJfNbbD4jTmKY1zWz9ClEacX/IsPvI3mO1cZmtzkOmi3Mc9HYIsgQn7GGo1kCZE8A0mvhntG+KhUXcoEOrt0WWpRStJkkS4QYdVNmiXr/CvfY6b2++QpIlLJcWeGn5JbrddQInh2iaSoGjwOZf3foy3X4r8Q93XuOLq5/gExUDxSrjtvPvs6QYKI4ySO4AWZIQbW0jL09jSQXi0MPSlollcFIHTTFw/A477Xv4kYOuWMw3LnFrgnnPeus+Zb06UsUX9TLPLL6IH3lIgkRGwl4nXwEs6vNE29ukZDhsk80soVanECUNUS2QpSlThVkyUaVdsfjG7ilRrKgW+HSlyfsNA/kwwf8IQhREKtYUimzyXx58ZZDcAe53N3is+Qhf2Xp5sGQtqRY77bsjx3CDDl5kU7IqtI9uDjDBqlmjc0Y1Moxs4sRH10q0zlTlijnNdze/PTCW1mWD5xZfoKAVWapf4uXt79ELbep6jaJeJQqO+oy/POIkpG1vM1U9jyNHvN0nvGw7W1ysX0ZMY4Kw12enNom9LkH3dMkf2kfIikE3i/n2xjcH53HkHnK+fpH5wgybe68P9k+zhK3j2zQKsyPJHWC3dZdlxaLld3h99zVmCzOkQXdgARinEff33+bK/HOQhoPkDoAg4AbdQXKHnMy0176PMV2i4x2zP9QH3utuoCkmtcIMd/bfodeXkEjSmHuH12mUTnHpGfDm4S3Ozz3O2UiSgCxLibOE726/PNCLSbOU7+28Ss2oUjNqPDJ1lbrZYNfOHbGmrCkMxaAXOvz/7vwOh/1e8Hpvm/vtDT67/BK/fud3iE+uZ9DmDze/w1+5+kV6fpu7Q4n8wNlFFGWiM25jGRluaLNcPceNoXtw7/Bd0ixltrxEy2ux1d2krBVplFdw7J18RmLNkAoCe0Nyyu3eNvXyci7nLOvsdA55Y4jV2wl6eP5R3xwjjyhyWe9uDpL7Sfxf69/khfolvPZpS1OSNRJnfF6V2A5SFJNs7pH28pmEKAjMXLxCnEbc3X9j0BP3I4eudzQwIB8Ov28ekoUBaRwiyiqSZiIi4AY99ntb6IrJYv0yUpwQbW8z3PJzdzdwDYU3dl4ZbNvubfLE/PN8b/OtkffqhTb77iEl/f1N8R8m+B9hxKTsnOlvAvSi3kg/UhVlgonyACFpGpMMPSAEQRwbHub7BoCAJCrE9E2XtTL32g8GSRXyL/Fub5tGYYavrP/RYKh65B9z+/g2U/J4u8ANusRJyIMhyYQsS7l5eJ3Z4iLtNOPOzhtMm3WeksbdjgLniDbeyHkA3Du+Q/MMVBBAFOUx9UPIe/x25PCNhzlSyJKNkf7o4P1Ch+wMO1SR9DEzDMhF3eI45GDCbOSgt4WllQfJfTiENMKU9YGOzqa9h6qX8c8oLhpGHUlScP3OiBXfSTihQ82o4cUBX9t+BVVSsFv38WKfnzn/OdIsGyT3k9h09jj0WoPkfhJ+EuBEHt4ZJjHAfm+Lxdp52mcs8yRRnuhPsNV+gCTrfHvIxF0VVT6+8jFMxUAUFbYmSDJ07F1KVm5Lef+M8uaUWSc8AygQBJHeWUcoIEgjsjNkojh00aplEmf0Psr1CoQJSW8IeJBlePfvoF26OEassr1j5suLI2J9AOeqFwiO9/CPTh/0xswq29Hh4OHvRQ5t74gn6k/gnrXBLJTGBM8gNxaZKP39XgigHyA+RNH8CEOTNJrGeMI7q0jYDm1UeRyupStm3hse2j9Nor7F2WioiokoSpSHCE2ipNKbIMV67OY+n2cRM7vOAYY2rohn6RUyhAFEUZONXPdakOgFHQ68I9pBl07QI5uA75VkfeS9VEnrq0qmSBNo+kHkUZzA0iybU/QCe4C6SfvzirH3E2XkM9c4SoIRuQNDLWKoRXSliCTKaLJOUa8wX11jvrpG2aijyUa/Jz3+0JMljU/NPcX/vPZpfmLxI1S0IqJkUCrMDc5J1yqUinMIgogmaxMZnyd9+AfdDdpBl333CDf2yMj46sa3id4D5aFIk2s1SZTQpPHvkiypGP3Pr8vGgA1dNZsThdwqRo0bZ1i7YRry7uENxP7fTlSjFMTB8craaHXa8jvIZ4btaRazUswNfeatJo/Xz1NUTC5XlpEVHVk1kbW8WZYmIRRU5OopwkoqlxCrFqk7jl5KwxBxwkw9SgIaZpOV6jlEQUQSJC40LlOUjJHkDrmMxf4ZhE+WpSSTMqkovof2u0vTbI5tn7bGt/2g8WEF/yMMXdb4xOIL/Kc7v03UryKmzSZ1vUbDqA0qs7ePbvGF1U/hRS5plhCHPeqFaQyliCTJFCsrON0dMhIC75hKaZFWbwP6kMuiNYMi5z9eTSvSbFzN9dYFkenCDFtnnJGmi7MT9VJ6YQ9Tr+P6OZ1dEuX8oVGYRZVV5svL+bAyCUnigNnCDJmg8OqDrwFQVgqoRhVRskASiYIukddDr0xTI6ZhNpgvzhHHAaKUW7gZSpGZ8upA4MwLu1StKSy9wmztEl6Uwy5VWcNUCuwNrYg2ulssFWY4tneoFWYR+kQpRAVFMqgU5ojShIA+skkyqBUXkSWFlntEBkyX5hFFkbnKKvu9Dfb6XpwFvcpsZQVJlLk48zh7nQ2O3UMgo6hXaBoVpLBNGnUpiTKPXfwJZEnBFnXU4hKWYmKq1iAJmpLKo80rI0Jkq5WVQRI8W6VD3tKoqAV0SRupAIuKRUOvslpa4P7Qvb1av0BVKxHLGvu9LdIsHbSvVhuXKOkVrs08QRh0ESQFTS2h9cleJ9wAUZAQBIG6NcODMx6skDN60yxHF1UKMzje6IqgVl5C6n+3lksL3Di8NXBLOvCOKC48SxTag/abJKosFab5+0/+ZY7sXdIk4FNTV5gqzBJmMcdKSpom1GqzCE4XUdPRL82Q+R5R5BFmNnawQ8GYHjtXUdeRFI2iXqc3tHIp6lVMxeJi8wpLlRUQ8odeNKQ8ORrj6CsvCynOreJsn7YBFaPIgmpwc6g9BlDSSjxfnOcbG9+iFbQRBZHHph6lPqGI+UHjwwT/I465wjR/4fLP5tWLKFM3KoiCyMcWPoIbudxq3eNcZZlXDm7x+sG7CILA89OPMa/VkCSZJInxk5B2GiAKErWT4WRxkZZ3jCKpiFoZSVJyr1C/zfbRLaIkQJUN1mrnsUOHjt/CkE2W6+eJAV2QqBs1joYSy0p5CU21mK1fwgt6BLGLrhYH+POaUWfz4J3Bj9MN2hTNKb6w/DE0JOSeS/DwdJagN2Yw5xaRdZNSlrJSWmSzddrmUSWNklam5XfY6VdJTWuGOS1nPD44voPXb6sokspceQkhSyioBezQpuW3sBST1alrvL3/Dq3+EFAURD669BKG2eS1h9+k2ycpCQh8Yuklbu+/OTiHlnvAIzNPESX+CEXfDx2c0OH1nVdxQpuKUefSzBOkaUJRK7C9//ZgJZGkMX7k8ereWwPsuqEYvLD4IuU+giSOHBqCwMfmn8WLA3RJRUdA6T8AVktL3DgencOslZeo6RX+H5d+mlvtB9zvbmApJi/NPU3dqPCF1U/SCXqEsZ8PZdUSmqRihzaqUSfNEuaMGgXFwlKLBP4R3SF8fOAd0ahfoaiXeWz++bwoSCNEQURXTdaqaxw4B8wUpoAMQcglNSRRwgl67Pd2qJZXCPtequXCDHqfKRvFPm53g0/MP00rdInTmCmriRs4yHodU5Ry7X4thyY+PHx30Eqxgy41vcLdIaJWxztitfkoullHEEVQFLJIJfYiiARiKURpNokO8nsoSDLWuYvImsFS7SJB4hElAYIgYWkllD7BzBiCsIryOGQxs3tMF+fYG6riRUHE1ApoBQvZLJBGIYKsIGkGcpYQJRHrfSjlSvUcdauJKml8ZvklothDFGR0tYA84f1+0PgwwX8AUT3BMgP77hG/++Br7LlHaJLK55ZfYtc95tWTyi7L+Obu69SMCs9MX6XnHbE5JAnrBm1KpUXeGNJsVyWV55c+iiJIPBxKPGHssXH4Lk/OPUUQh7TDHn8wxHR9Ye5pztfO0fLaTFlNmlYdIcvYPr5Lb2hYW7VmmK+dJ4y9scFnz91nrryKnIDXGu3l+oe7qJW8BRDHIdtnsNQpGYfO/iC5Qz4QLOolCmfckRRJxQttWs4BF6ureEmEHdpMmc2cQDOE8EizlNd3XuNC4+IguQM0rAZ73XGf1mP3kCi2R7ZVi3O8OcTqbXtHXN9zeX7po8T9FspJyJLGUdAZJHcAL/K4c3SbJ2afRBIlwrBHGjuIsZOjcyKIgLQ4iyjKzBVneKJ5lTcOrpORMW00eGH+aXqRw93OAx501pkvTHOtcZlmX3Y2TWNu7r+NHdpIgsS1mWt4UZHff/CVwXkLCHxm9ZMUSOieGc7n4mI9LMVAl1X223cHw/yevcV09RJCGrEzhPterJ7Hjzyu7746EICz1CKKpFGTtUH1HkYuUexC7GIJIoIgIqUxt/veASehyjor9dE+eVEr05qgorrTvo+plVAzhSDs4jq7CAiUyitIsoFYlkmn5kh9H0EUERWVIHLZa9/H9nNo6Ez13IhYX5xEA5iopupYs2s4O/eBDAQBszqNYVoYqsV+bxtDsZirLGOqRQRBQDYKMNR10pBZqq4xW5wlQ0BTDARBwPVaHBzf4mQloGsV6tW1sVbiDxofJvgPMLzI48v3vsJhPxkFScid9kNud8aTzqv717lWOzfQBDHUEgKgqBY39keHW2EScmDv0zAqYyzSNI1JkwhF1vjm/T8Yef1b29/jM8sf59n5pwbbbK81ktwBWs4ujeLcRPLM0BtN3HwyKMsHwxlls4koKnh+G1Mro0oKFxuXAYizhM32OoKosOUc4iIwVV4mCHv0vBbNwgwtZ5+DzkMkUaaoVWjHAd6EOUOQBNjBaNKWz7hJDfaNXAzFwB06TpwmYzMKP/ZwIxfj7ABXNsbIQpBLC0dphCRKqGqBKLQR1SJkCXHQQZL0QQvHUgxenH+aq42LJFlCSS2SZin/+e7vstdnRR/7be61H/Lzl76AJim8vPVdnD76JMkSHrYfgiCPnHdGxlv77/Dxhecm3r+TxOq6h2PqjWFks3fmobDRukNRL4+oezphD+jhhg56v88//F5ZlpJl6cT+dBj7Y+cl9G0mz0aapWx1HjJj1LCHYMKd9j0q1fMIcYL9zjsDQp4yM8VxKcTpD76TNGLr6AbLU49j6WXc0Obm/ju0vKNcuqF2joXyEuW1a2RxhCCrSKqOIAjMVVaYKs4jitJ7qoICxHFAz97B8Q4QBZlKeQlFMTlq32O4zeMHbcLQRp4wo/tB4sME/wFGN3QGyf0kvNijrBVpBV0kQcRSTJzIpa5XEAQBVTaoFmbpekekgKkWMVWLwAuo6DWqZg0/cvEiD9GsI4sKqlEnylIUQST0j3OIXBLwwsxjpAjc726y3t1CFETELCOJgz7RRxpDHJxEksV9u7zRfqShlRAREU9U+AQBpVxF0HRSx0bsOyJJgkK5tMQbB9dxIo9z5SVmzRp3h1YcsqhyrnmVP9r41iAZ3O885PGpqyiyRpwmzFZW2G2vk6QxslrkN+/9IZ9fen7sfE3FGtgmnsS+c8DSzBPYZ2Ue9BK6rNNxDwcPgPf6EUuChCobFM0pen3CWhR7NIw6rTMm0Q2rgdKvFjNJ5yiD7cMbqJLKWnWNstFAFOWcyRp0iJOYglakatQQBZFte2+Q3E/CjT2O/RYVtThI7iehSirtMw81IJdPECQ0rUxwxhRG6ztRDUsNnMR7MbLf6zsiDrNAZYOz3xVV0pmtniNKYyRBIooc2u4hhlpAFMRBUu/5bdbql7DPoJcqZhM79vDO2PsBBF4Hcc8bYVtj6TjB+L5e0EFXC9w/vjMwmcnIWD++Q1EtMlWchQmGS3L/wZ5EPpHfIwpsVKOErBWRZJUsS+na2zj970WShRy17tCoXSadxNp+DyezHyQ+TPAfYKiSgixII/C2XfuAnzr3aaaMGlWtiB3aFNUCS6V5VFmjbE2xPtSLtP0Wa9Xz2IVZ9p0Dbh/dwVILXJ1aQJEMUqPBb6x/Az8J0CSVn1n5JE7QYWtIzGzVaqCKKhfLi2iRw/HBOyhqEas0j6oYKJJG2aiRZilt93DwoJEEiaXmI0SxR0YuQWBpZezeJoIgUFhcJRIyjtwdwuCAQqGGJmbIQDvs8pUhyF2UJmy1759ZcWQcTXChf/fwFs/NPE6jMI2hWn2MfMK6s0+SJex7HZrW1MCAQZM01qprrHcfcql+idvHt0mzNE/4ksJi7QL73Q2yLGOmvASCyLp9QNmaRRclFFFGlDRMtYAbnibM2eIcpmohCCIls4GumiRJjCyr1CSd3d4ey5UFSqqJhICp5a5eaZqw3r7PVp/I5KUx7+y/zdMLLxAH8MrWt0ekI56ae47pPrJkUmRZbt4tCdII9PTIPeJy8yp+4pNkuVtW1+9SM6qoik65tES3t4nvtxBFhXJpEUXJW2GmWcc/k1A1eVziVkBAkw0srTSih2QoFsaQbaEkaUw1rhAEPWxnH10r4qYJ39k+NfWYL8xydfoaRa3MI7PPsNm+hxfa1AszFPQKy40r7LTvk2UZFWuKbuiQkcKEtoYoKMTd0WSeJelE43VJUoiSkP0JbaB9ezdP8O8RSRzSPbhL0r9fgXOIalYp1FZIshhnAuQ0SQIkSSM5A5VUJ5jY/KDxYYL/AKOsFfno/DN8dfM7iILAi7NPYUgKSeKTpuGIDO2hd0RNe2midk2UBDzsPKTdJ+10gw7f3vg2zy99lP98/6uDH32QhLixi9sbFZ6y3UMebz5K1NscoFeisEv32KNUu8ByeQXfOQAEKrXzSIqJLEq0O/dHKsBSaZle7+HgixvqKbutU8Gznn9EcOSxNPUYO/ZoC6OkWgRnMNmiKOHH43jhKI0x1QKKpJCmuYLgRusehpGbWryy/w6Xqius1C4AOXqj47e4UllBTmNmFz5CDHhRiJXJiEeHFK25HLboZ7yd7PFOHxMtICAIAh+ZfYor9Ss4Xpdu1KOqlikEAkIYEYoxR60Tgk9epapKkZeWXqDTuUvi9kiA0N1FrF4kFiS2J7Thjpx9TK04pgt0ff9NKnqFilaiadQ5GLYylHXqeiV/qE8/ypu7p3T7il5BlRW+ufWdwT2YLczwaPEKAIpiUK2skaZR3hMfSpS6WqJUmKNr7wAZhl7D0kqca17lXn8uIAoi55uPookyy6UluqFNJ2hT1ms0CzMDyKcXumy07nBo7yIKEovVc+hGla/d/f2RB/qWvcOF+nnCyKXd3cASZSrFWSy1ROTsI6cRC7VL7Nk7PGivEyQBkigzN3WVxBmtfhWtAJUK4d5pkk92D2ieX2S/d9rOyY3DywiChC4bgyH+SRS07++6lETeILmfROi2SEozCLLSh/+OrnCSNKJRPcfB0c3BCrFgTqMq77+a5IcJ/gMMURB5tHGJplknSWNuH7zLVuRwrnGJ+2cSwP3OBnbkTOxFIkiD5H4SGRmtoDNGJpIFgWiCwJYCRBOOHXpt3CHFRb+zRbl+gShyx5b3ve4GVmEGu2/7lqTJuJJk5GL7nTFBtW1njzWrSXcoeYWxz3x5lZtDqw2AxeIcPXsHTZQIs4R3+w9CSVS4Vr/IW0e3uNl6wM3WAz4+9yRpaDOtFbG7DweerSIwV7mIt/OANAqgnT9I0toU7+6fvl/WN8eI0xh555CSbVNRVZLggDRNCQWVuDz8WU6UMF3iyB6r0jrdB0jGNJIojbU8ZFHBnqAk6sc+cRZjqQV+YvWTvHN0i3vtdWatKa7UL7Bl79MObWYKs5SXS3SDLrqsY6oWv31vdM6yY+/SCboDNI8oShPx65KkUiouYBiNfAWVZQiizFRxjlLfQlKRNFRR4ejoBnHio4oKs1qJJHaQT6SDs5TtzoOB1WSaJawf32Jt6toALjkaGbvHd/D6w3Av6NBll9nKOUK7hSRptL3WQEguSWOCDCqVtcGQ1SzMoqgm0vw8cadD6ufJX5QVCkYTXS9i+y0USadgVAZ8iIvNK7yxfco6VSSVhjUOtxw52wkznHx7mq98S4u0On15DEFEkU0MrYKqWsxMXcshwqKEIhsT78MPGh8m+A84NFllqTTHdncbp189vJdkqRN5NMuLrJ/B1ervsbQzZC1XXVQMnMglyVKCNEaasEyd9OVStTK+PT4s9NwjNLNGyZwnJcX1j0jTkIx0lLwzWX+MbtChopdRRHnAB9h1Dnhq6lHiOMCN8jZI2WySAS8uPM9ru2/gxwHL5UWWC9N0+prxG0NMQS+0eaZ+jgulObwkpKBoSJFLlka4dmv8RNKQNBitvoQsQxJOh3qqpBAlMTWlRObukyUJiTdEre+2kKrjS/jc1HmcbJMkIWKWsFRe4d4QRFQUJOpWEy8e/5u62RzY3UiC8usAAKGjSURBVFX1Mh+de4Ynmle5eXyP//3d3xzs99TUVT6x8CyNPmHm2GvhT+jrdic8RCZFnEYc9LbZ7eSmLIZSYHXqKuZQ6yUMHeK+zHGaRoRhnrSjyMsHyXEwkRUcJyG6rOPH/mC+kWYpBVlnZ4K3bJj4CIJE4h1xuXYOHwEvcinpZUp9VVFtSKsHQLRkio89Rup5IAhIhoGoqiiYFCYMM6tmg6cXXqQX5AVIqb8y+n4hycZAEfIkREkZWEEaeg1JUvAjjyCN6XgtEveQKmCoFsoEQuP7GR8m+B+TGDbrkAURRVRGes+KKFPSihQVk6XGFfY665BlTFeWKegVViorbPd2aJgNoiTMIYNahf/l4ucJIodUkLlv79ONPB6rX2bj6MYgyc9Vz6EoJpJskCYBmlZBFFUEWQPhjC6tIKJpZdyDh6SRjyBKFKszuFGLJI1GVhhilg251+dhGjX2nH00rcK1qUfpBT3cyGW+OMed7iZRGjNTyMlGt1rrOK0H/E/n/wza9DUkSUMVJeLYQ5ZUlDMM3ixLIQ0R/ANMIItFZLWQSwqH46uWOImQNGvEkFvsdXhq6lG27F3OVRaJkxBZVCgZJeRySHi4j1QoAhmJbaNWashqAUlUSYbs+yyzgSxpuGd6sLJSoOMeokg6V6cf48DZx1BMZorzlPQyWqzzSPNR/MQniHPkz5Wpq4OBHuTGIb3I4XcefmPk2K/uv8PV+nkW+v16Q9axFGtQOJxEpS8HEacJnaCHIAg58/bMINkJOuz0iV4AXmSzeXSLc1OPIfWZs4IgctKWkmUjZ3UmwWmSFUQUSSOIPSy1hCpr2EEHsoSXFl8kCHuYfV6FIOuosjG5Ty7K/fahgCxIFBWDslbMZ0H9c5m4EtE0JG3ChHRCiIJI2ahQNip/rP0BJEWnNHUR53idJPKR1QJWbWmQ4CVJRqHIRmdjsIo5dPbY625yZfapMdns9zs+TPA/JlEconHv9nb4idVPcOS1cglbe5+nZx6jqpdJ0wRNMZmprCJLKqZSQJJkztXOoysG99vrGLLOcwvP0elt4A0Nyi6ZNarlZURRYr5+GT/20WWDkp7bBBYrqySBi9vZIo1DtEIdsziLPaQhoht13KMN0jhPZlma4B1tYTaXkDUzd6iXdbI0QZZ15vQKbWefOPbR1RJBmnDsPeBSYQ6ZjJU+uzNAwo1cMiFFEkSiOOBSZZlMEFFlnYY1hd3bJIxsBEFiobKKJussVtc4dPZRZZ00jREkDUEQKfSlBfygS5LGmGYTxxllYiqqiTazguu1c2niTADf40JlgaKicXdIM/zI3uXxmaeIyxoP3V0QYH5mGdmsoSgGlep5gthDJCds5f3UFNOYwvXyVZAkaUhamZKSkEQuvrPLrF6nbE2j9eVy4zSiG3bZ7m5hyDqXpq5iTujNetFkxIU7VLHHacIL88/y1YffGBQLF2sXaJg1OkGPb+y8xvf2ryMAH5l5nOdnHqM4xDfoeuOrnq7fIkrDQVKV5bwNkWQZbthFRKRkzSDL+XEUWWO1cQk3cjlwDmiHXerWFCWjhiEqtDunTlGZICLVL9Asr4w4eMmSiirpeIBWnGO7uz6AZZataWYqqyhj5un5AzzL0omvvV8hCAKqXkKevkyWJn0pkdG06kfOILmfhBc5uKH9YYL/HyXKepmPLH6E6/vvMl2a58v3v0qQhIgIvDj/DE2znvu92js8HEo8s+UVpktLPGivc71PGukGXWy/TXQGBeEFx5TTOe4e32J7iOCzVrvASu08pAn20ekPK7APQZAo1c7hOQeIooSqlwla41AzIRMQJQ3HO2a/fZ80SzDUEjO182hqmUJmkeweoJLxXO1a3gdt3xtYsgnAI9UVbh3dGTFsbljTxHGE3dsi6rdusizB7m2gKiaSqLBl72GHPTRJ49r0Y8w3r+G6B7T7mG0/7II1jVWYx3P3EUSJQmEeSTZpu3ts9e72h4YSy40rZELG/TN9fy926cU27xydqgAeuQc8OfccguNye/8t4jRCFCTWGldoqAWyOENseZSLcyBL+EKM7fcQEnegoNhzd7G9fRamHkcUVW7sv8N+H/bnRA6vbn2Xjyy9RHWopRAmEYasj6FmBATK/aHgVm+X31//I7Is42rjIlW9TEkt5q0xSeGVveu8vPf24G+/sfMaVb3E01NXB9smtf6Uvm7Q4D0FEUSF/SHyXdc9YGHqUZQ+tlCWNG5uvzI4117QRRIkGoI8aq6SpTj2DlpxhoXmVVyvjYSImklEB3sUp9bYtTdGMPcdZ4+iUaUin/bK0yyl4x3z4Og2URIyW16kWZj7vnZ8P2iIkgITdJROzue/Zfv7GR+Kjf2YhCiIzBbneHLuab6+9QrBiYsNGV/fepkj7xg/ctkYkmMF2Ok8oBf1uHlm+3vdWC/2R5I7wL3j27ihQxw4Y/sHvT0kWaPcuECxttZfek5waUoj/NBmt3Xn1Hcz7LLXuocVQrR+n9S1SVwHodUhOKNZArmoWPuM8uGhs0ec+GNm0PlnCfju1new+yp8QRLwyvbLpFlK9ww2uuvskYoitcYj1OqX0Y0qQeKx2Te+hv4A8PBdoiQc+/HVzAYbE1yMvNjl5pDZeZol3Dl4GzdySAKPqNfG397Af/gA2QmpGNUReVzIW0th5OLF3iC5D0d7qJLed4/49Tu/za/f+W0+tfgcah9Xr4gyP732KRp6hW7Q4/cefBU/9gmSgFf33uL3179OBiiSght5p0zpoXh1/12iZIhBqlfHRO+W6pdGdOGTNJ5gB5jR7u0MHMF6E4b9bmiTTFiFZHHIRus+cgLycZvs4IDgYJskcIlCH9sfX1X0zuj29PwOb22/Qi/o4Mce949usd1Zf0+HsiSJSJJJA9/c1SyMPBy/jR+eghzSJCEJfdK+Fn2SxPhBD8c9zFeNQ9dRFdUxiKkoiBNXZu93fFjB/5iFnwQESUhRsVitriAKIk7o0A1sLEkZQ6UAExmJft9EYvg1URhFboiCSEWvEmcJURKiTpziC9CHCgJIioZRncVrnQ7ORNXAy0KUGOqlRUDA9o4Jopwy7++NDtkEURzzlgXG5G5PIs2yiX3ZII0nDhFz4s34dUrTuI95jsjSZKQSPH2vBEkUsdQCzhDmfZh4MxxZlr4HG9ZDE0aTY3y4j6q/R7tAEBAFYeL7DKz8Io//eOf3OOgzi7+58zpPTz/KYnGGqlai2reYcyJ3UCAMRzfsMWU1UESZilaidYbgVdNLA9coyIeAl2aeyuWhswRDtTDVUdhglmWkE+7l8DxiUhz7xyzXrpDYZ4bKaoFO9yGxVANBRBBz/DpA6jloijkmHW2cOaejCSzirc46c+XFkVVJkkSEfhu3PwQ2CzNoRi2vxvvh+C22Dm/077HAVGWFklLB3dsgdjpImoE5u4IT23Tt08KpVJilVFwgCwO8jVucq6+x5e3Q8VuYqsVq4wqG+mGC/x8udFljzpqmaFT5zfVv4ich81aTS7VzKJKKgIAiaeiqhR86hImPJqlcblxio7PJXGmehBQnCTlXvYQT2XhxjheuGjVOUsd0YZY5q0kS5j1tQ1KQRA1BlMmGHgJGaQZJ0fMqJ42RRAnZqqKKIkKSIMgyTuIRZREk/coNKFtNDK04qHCGI7a7GNNrg5aLdKJ8qRbG2g6iICGIMsXiIkFoI8oaWZbmQzdJRxEViloRL/IGCJSEjII5RRR7JEk4GPJKssX9o7tsdNYxFJMLtXOD95FEOU9WWYosyjw68yTv7L6BHXaRRZmmNYMAXO/buhW0XCrCeA+UhSwpSLKJZBT6Cx6BxO2BF2HqNVy/hSypJGmEKMhosokka1xpPsq+s0vLaxGnEYqoDNoz7aA7SO4Avcjh6zvf42eNz3CusjTYrkm5FPHZYsDoV+OKpPDx+ad50N0a7CMJEs/PPD42aNUUA+379IllSaFcmOWoP4yVJJWCXqNo1gdFQUkvjz24ynoFXxRR9erATlLRK8Syiixr9FSRbS1GFRWmtDry8SGx02F24Tzr+2+hq4Vc0ygJKZ5BxExiHYv9QmU4oqCL3TmdL9ndDRAkDCvnU4SRN5TcATKSKMDevZ1Da8mt+XrrN1DnFkaO3bV3MPU6Sa9NGgaws8F8ocxCsYmY5Xo9k2SZ3+/4MMH/mEVFK3GpcYF/9c5/HGzbcg74P27/Dn/r8V9goXmV26373GhvMGc1Odd4BF0xWa2s4qcxX9l6uQ83M2kaDV7Zfm2QMKt6lWfmn+Xx2acRkxDPPh06BkGbRv0KcnWeLHAgiVDNKppeJghtDlp3iWIXWdKoVc7TTl32+3j3udIiumRyOIS46Dj71IrzmGYVQ5Gw7w+1kLIMWdQolFfpRQ7r9g6CILKYpTw+/xxt9wC9L/VraCUsrUAoSrTdA3wnH1YJCMw1rvKxqadI/B6ZpeKIGQ/sLUzZINMygixFVEuIso4o69zvPGS9D6u0wx6yIDFVXMRSDEhjBARktYCmmBiCyNMLH+l7bwqYqkWUhDwqPEWWxdh93oEsCJxrXsWNXKI0yXVmBDmHEooS2sIitrtHmmUUZi6gKSaqAKZeww+6qIqJoeVD7p7fwQ06yFnGxfoFVEnH0ooDso0iyhMTt3JG6rmsFXl29km+u/PqYNtKeZHakJnKUnGWv3L1z3G/s4UoiqyW5pkxG/8N39TTKJoNsiwhSSJ0WSX0W7g9D4EMVS1SUEs8s/BivxVoUzUbZAjc6zxkubRI2VwjjD263jGJ3aVmTfHVjVOE0E1R5mPTT1OWTFStxOr0NRwnt4C0yssoZ5isNavJxhDBDmCpdm7EGzlNk4kSB56zh6ZXECU5N9g5szpTUUmiM+S7LENIJqysSYnd01VgYnfA7oAoYtZm4D00/N/P+DDB/5iFKIgc+eP95m33kF7k8IcPv0m7v7Q+9I552NvhZ89/nm5k80dbpySNlfIC7+y9NVINt/wWR+4h88VZdg/eHnsPxz3gXneLJI1RZQ2ve5+nF19g/+hG7nRPTvw5cvfYHOpHd/022oSWiO0dUyvOI+oixYuPEPturrinmUiGRdc74o0ho+MjZ58XF1+knIQkYQ8QUBWDNE0IIwd/iFilaxX89i6Rd7rNlFSen30a3z0kGPTyewiijFZe4WFrtIe+5+xyqbaGM/RZQu8QVb5EkKUc21sEkUvZmkYWZVRZw1B0bu2eJk7bb9GorPG9vTcGPd6Zwgz14jRx5LF/fDp89IM2zfplHPeY9tDDVZVNqpVV3t7+7qDKtYMO85VVZkpzg/1qWplnph/l5b3TQW9FLTFjnSbmIA7xYo9zlWVmrAbd0MaQDepGdUSLRxRE5gvTzBe+P5HnjxOKrOWm3s7eiP9vt32PcvU8mlampJUx1RJxlrHe2cTtt1nOVVbYOHp30H6zzCle2x/lecRpzG7YoTm1QBjZHB2fFgt+0KZevYA5VMUXtTKPzT/HduchQewxW16iatRHKmZBEBAmGLcIgjQwkJckZfyB+l5F94RqXBQk1FJtTFdeLVZH2kA/zPgwwf8YRlkb782pYk6WaJ/pm7aDLsd+e8TyD6Cql9hsjVu1Hfst5t9DCTLLEkRBxEuCgTFEFPuD5A55Yn14xjAkTMN8YHQGb6305WIjp0Nv5xSVopglTG2Ne0OWfwALpUXczgbpADef4XQ3kBWL8MyxLbVEeDza28+SkCyJh5J7f3saT+z5zxRm8c9WcVlKELlsHN8cXCM/tAlCh+nKGvtnBoola4pXd18dGeDt2rs4gUPqj1//KPJGkjvk9ood72is977dfsBMaWHQq5UlmY/OPsVScZZ7nQ2mjDprlUUqfYjtgXvE1za+w557QEGx+MTSRzhfXf2+aoffL5I0oe23OXIOUCSFutmgpI87fEE+3/DcCRWxe5iLmiUBNw9vjukKxX2P2pMQRIlggjyFG7sIokDvzLUD6Pa20NQSkpS32bIspWxUKemVgaTC2RAEEbM4S+dotJgyi7MDPL0q60xV19gbQnXFYoZWrhN2TkEComog6xaCn8+JBARqlTUUxSC1ZNSh/SXNwGjM5xr2P4L4MMH/GMZSYZZZs8HOkHLgz61+YqCtPSnMM2iHffeIilahfQYq2TAbSJJCsTA7pgcuymZf6vU0hDM/jqzv3sNQvuz5bRbKK30D65NEJ1AvLZElMfbeaOUcuV3iyBtTISyqFukEJ6M4clCVM73u90BETBquAiiCwEp1lftDzFdD1sd8PkEgiL0+1TyX7w0ih7azS720QHxmf1GYnJD82EOZMHzNOE1msqTlD09h3CHovT5JQTW5UjvHlaH5AYATunz5/h/S6ytK2pHDf7n7B/z8pT9Lw/zvcwo6cPb57ua3T89XlPno8scHMgcAfuTihDZJEqEYTfByVrMgSEiSitD/zsqiTFErcnzm/ipnKtnQ77BSXuRu+8HI9qVyPmOYOOgmRRBy713b2SOMXCyzjqnXkM9g4JM0JkkCBERkxaJcv4TvHkCWoVvNgdga5N/9ijWNoRaJYh9JUtAUC8HKUAtVQruNbBRQCmUkVWdWvUaSREiigiznssKSqmHNrmHUZ8myDEnVESfYWP6w4sME/2MYDaPM//PRL/Kgt0M76LFUnGGxMEOY+Lww9zRBEnC7dZ9e6FBQLCr9IdaFygq3+z+M2+11fv7CT/DGzmsD3Y654jwNs5ErPZpNREGk5+wiCjLl0gKd0EGTdYI+ukTuf1HLhTmIE+IsxPXbzJWXuXvGqEGWNFamH8fxO+iChpJJSIlMSjQytD2JLPC5NHUV22/jRi5b3S3iNEEVRCTZRNaKZFlC5LUQJRVVsSgVcj/TJEvJZBXFKJORIegWCSkyEqKkICsWceQiilJ/9SEgyxortfMYisVGZx1TMZkuziHHLt4ZEoogylRKSxx6LYIkZKowTxrZZFnGVHkRoStiqUW8yCFNY0zFpKyVmLZyp6MgiVAklaI2D84+UWQP5GEV2cTUawiKQSfooqkFTFnH0Epj7YCZ0sL3HXAORze0B8l9cI3JaPnd90zwbuSx7x6ya+9TNSrMWlOU+v3+IA54Z6gVBHmrZKe3NUjwXuhwfedVggHsU+Bi8woaGWEaY4cOliATRh6KrPPUzBMcuQdEacydVq4KqSkFKoU5ECWyLCNJApbUApkgIiPQMCpYioWllxAEkaI1QzsOQMhlHwCK1ixxErJ3eH2gDRN2bMLQoVZZHVTkYeRy3LpHFDuAQLm4gGVOUaqukWUpcRLmstNDaDIhAzlKSbsOgixDUUEyLKRKA7lQJksjBDG3NVRkoy+LPBqiJCEa31/y4IcVHyb4H9NoGBUaQ5TpQ++Yr6x/kyP/GEVUeHzqEVIE1sqLA/bhZ5Y/ymPNK7ixR0Ur0TCqfHL1U9iRjSzIFLXCYCAVJ2FOmLGmkWWTu91t1nubzFrTzGolosRntriAlkhkrYTw6BBd16gsnCMzDK7MPMlebwtJkJgqzlPQcylcJQb79g3CMP/xWecuIsrqgPkKeQJF17A794liD0PSeHz6MVJBxDIbtJ0dvO46oihTLcwjywaCKJIIAtsD/RaB1eZVHK9Fq3N3sG1RuYJZXCSMukSRj64YqIqFLBsogsBccZaqViTNEjRJQVGbpEnUx+ULGIUZAknle1svD+YXW70tHpu6lmPCs4ySrOP7x5iKScmapmJNs91+wE6/l2+pRURrircO3sWLXOZL85RlHVMx0dUCqWLw7v5p8lQklWfmX+Dq/LN0/A5BEmIoBlW9ShT72O4hjt+haNaxjCrqhCRydtB6eux8e5REBEmU6xOJEnES8/re27x9eDojqBtVPr/6KQqqRZIlEyGo9hB0tO0eDSV3gAwncolDG6+/Eux6RzhBE1Ovcv/w3RyGKsg8N/cUhlpElRR2IpfdvouXpZa4VJjj8akau0e38Z0dfKAjqczXrxJmYEs6aRpRteawFB1Dq+AHnTHhL8c7pFScRRUtkjSm1X7QT+75uXZ6GyiKiZzptHvbdJ1dRFGiXlrGMhpIkkzYa2E/PG0vevtblM5dJSPBPr5PmkSIkkKhtkaahIROB1m3UI0ysmqQZRlR7JOkIaKo9KUYfvjomZP4MMH/CQgv9vnD9W9w3IeTRWnEK7tv8NPnP0/dOHWUNxWD5fI8kGOmD/wOuqQyZU2NHM8PbTYO3iLLUgyzySvbr3HcR4XsOQdUtDI/sfYZDFHFvn2DuJO/ltgRzs0bWI9dw+5tUhQlsiyh1b6DLl9FFTSce7dJw9Nk7ty/S+HSJXp7dwd9cGN6mb3jU6nUOAno9h6y0HyC4+4DvP65pGnMUXcdVS2QpiHbQ71QyAhjn5azO7LNCzq4zu5Iz75ozaAoJmEc8GDvTaIhbZzlqWsUK8uYxVnIQJI1Ng7fHSPm3Di6xVxxjr3jG4PKMQh7HLXuYpYWOHZPsdf1wgzf2fjWoBq/cXiDtdo5HqksE8Q+t4eSKkCUhPSCLp2gy7tDK6Nn554mdA8GRhBu0Mb0KszVL49o00COvrrWvMJbB6d/X9er1I0aO/Y+39x+lX33kHPlJZ6ZuUaWZSPJHeDIa3HstSioFrqss1BeZP1Mq2S+dAoHdCaIgqmSQu9Mm09VTO4evMNJ0ynJYh4cvsu1+Y/Qdo8Gyf3kmNvdDRp6hWCI3BYnIZ2gw+s7rw6u6zrrPLPwEQrvwQ+BwVuSJhHhBLJcEHZzxcq+jEWaxhy07yJJGoZs4e6sj/5BmpLGAb32/UGbUJIN/O4+oZv/PkP3GF/epzR9CS+22T2+RZYlCILIVPU8RbPx3z0X+W+NDxP8n4BwQneQ3Ifj2DtmbgIKYtPe4/+4/dts2vsYssYX1z7NE42LqP2k4HitwWArQhwk95NoBx06QQdNLA6S+0mIioITtMbYmK3uBk1zaURpEYA0IbYdKkuPksRh3tPOgjH4WZalJGmIO+FzekEHcULVmmUpsqRRNJtkAqRJiCpr9LxDZNkEtUCaZQSxRxT79PwWaZaiKRZh5JKRsXN8h7WZJwnShDiN0BEm9tTjNCJOgkFyH1wPUaQ3dM6KpGKHzljCuX98j9Xq2uBYY59FYCS5AwhZMuby4/ptwtgbS/CyJPP09DUWCjNsO3vU9SqzhWnCJOL/vPVbg+Hm20e32HMP+fTSi2PnAAzUPUVB5Hz9IlESsd1fqV1sXqZmnLZ7KmaD/TNKkZIwnlLyvvno9ciylDiNJlob+pGLw2ivXVMKbHY3x67rncOblPUqqmyOkeF0rYzUF6QTBBFRlEcAA/l10zgYgveehO3uoxdXJvI40r588kkoWhG3tTW6TxwQJR67RzcG55xlKXvHt9D6K7kfRXzgUgVbW1v8pb/0l6jX6xiGwbVr13jllVO4X5Zl/IN/8A+YnZ3FMAw++9nPcvv27e9zxD99oUjygM04HGct6ADsyOXf3vgvbPZlfr044P9967fYck5VDdPBj1jivXBfaZYNoF+CNNST1I2BVvdw+GGXTARhwgBJUjUkVUc1S8i6hfhew2JBGOicKLI+MKCQJAVFzkXEDLUwMCaWJBVVr/Hu4U3e2b/Ow94uSBqyVmUj8vkv69/ktx5+k5eP13HigCgDTzbYDD0ks4lp1AGBXXuHP3rwFf7owVf4+vpXmO5rgJuKyfnqORZLC6xW1pAmwOqSNMoNlxGoW9PMlZcpqoWBbLIkypiKOajYdNmgaY27M0mCxIXaBR5pPsLF+sVcHvg958iTNUxMxWC1ssRH55/lcv08Za3IkdcaQ64ceMfIokThDFU+17I5Fb2zVIsn557m02uf5ZNrn+F87QLa0NCypFeZLS0hCRICAoZSoKCVx8AA7wUOEJFGRPZGPktf+vdkyC+K8gDZNRxhEpBmKapqMVW/0k/qKqXCLLXyyogoWqW8PDiWJGm5OqlSmFhNy5KGqChoteb4eY+Jlw3fKCF/XRBJ0mjiyiKeUED8sOIDreBbrRYf/ehH+dSnPsVv/dZv0Ww2uX37NtXqadvhn/2zf8a/+Bf/gn/7b/8tq6ur/P2///f5/Oc/z/Xr19H1H66W8o9LlNQiz88+yTe2XgbyH+K15hUkQWHb3qeulwc/vJbfY2+CzsuOc8hqH1NtGXVUFMQwQYgFfmr+Jb51+BatoMOUWWetvExZLYAkoT9ygST2EVFIW12SroOpT+cCXkNh6jUERMzlVdLAJ/H9XFrXtMgskwN7n5Z/jKlY1IwaBaNJJIgk5BZ+YpqgyDrVyipB7NP22kiyTNmaQVfLIAjMVc/R9Y6xtAqKpJIhcntIeM0Jbd7dv06zNM+bh6fbd90D9r0jXtt7a4C/vtdZ50rtPOcqS7y89d3Bvl7ssdFZ5xNLH4fIJg26CGoBsziLJBuYWhVBMYjSBFEQUAQRS69wvnmVzc4DdnvblPUqj808jh/nEEA/9qgZdSRRRhIlLjavUNLLHLkHOEGPS81H83vU2yJMAhRR4VLjEnEmIEsahl4l5+ynhGEPRc57u3bQpd2/1xWjnrNrz/R3v18r4M+sfoI/2vwOB+4RlmLysYWPUOvPfZI0IYh9RFF6T1cjUZQxzToFMhRRoWk2MPUSy1PX2D2+S5IlmFqJolZlqrjAsbNHyagSJREFrYymGjSEGXRRgSzFTXy2OpssVdcwZQNNUvtuUxJe7LOsVUjTEFWQSMlhoQW9jCrnD3xVMagWF/KVnawPJHtPwtCqFCrn2XP2CeOQ6eI0oqRRK6+w38fWq7KJJKlYZiM36GhMkxUNkiRCzmRkFCTVwKyvDNA4pLlssKxaSKJGEniIuoYs5O9fNqfRpTxX+YmH9CPCwMMHnOD/6T/9pywuLvJv/s2/GWxbXV0d/DvLMn71V3+Vv/f3/h4/+7M/C8C/+3f/junpaX7jN36Dv/AX/sKP/Jw/iBAEgYu1c9T0KgfeERW9wm+vf4Pf2cwT06XqKp+Ye5peaCMg8FNLL/Dlje+MQMqsISU9JRXxdrch7ZtaAJ+ae5qduIOQBBx3NzDIqEgy4VAiN2p1rLkFMlkiCGxU1UQQBMLQpapM0Xv3TbL+klYqFClevoqgGzzoPeT6/imxasqaplGY4VtbLxOlMYas84mlF5EllShLuTUkhLUriDy+8BGOezscDOHvVVmnZI0bbQiCwGZv3FvTj/xBcj+JG8d3WZjgtxkmAVLknAqipRG91j0q9Uto1hSvbX130KMvqCWu6lVuHbwz0Pnp+C0qRo3d7uZAi327u8lqaHOufoEotBEjh1m9QrV5FQSJP3rwlcExozTi5sF1nlt4gUQ1eHP3dYI4QJd1Hp95AllS6fpt3hiy4hMQeHz+ecpDMxmAhlmjoJgjPIm18hIVrYQma/zU2mfxYg9VUjH7K0I76HHj4DoHzh66bPDI1DUaVnPchau3wx+sf23wf13W+fzqp6noZRYL5wiO9smcEFkMmS0tUdQKdJx9CrJO3WoiZBlZ0EGwc1ZqUVJ5ev45FMXE7W3hD/EZDKOOoll0WnukJ/aDWolCIb9/SRzQ66wT9fv/oqRSrp5DHtKe6QU9vv7wG4P7dLd1l2fmn2W+OMts41FIY+KgS5qEEAeECOy1bo60I2frj+AFLdpDfIhiYY5CYw3/cBtvyIlN0lsszT6Ke7RBFOZtPFWzUAo/urT7gbZofvM3f5NnnnmGn//5n2dqaoonn3ySf/2v//Xg9fv377O7u8tnP/vZwbZyuczzzz/Pt771rUmH/FMbqqQyV5zh0cZl3jy8NYKRv9m6z7vH9/jG5nf5vfWvcWzv879e/gJfXP0EX1z9JJ+Zf5aFoV592DkcJPeTkBwHOY05snfJyChpxZHkDuD5R2SSgCTKGFoB19nFtrcxFAt/8+EguQMkdo8k8PGzkBtnlAvLRo2vbXyLDCiqBfw44A/Wv04v6PLgjCpmlqX4oTOS3CG385MnUL3jJKY6RMmHPPllEzpRGdnE1tel+qXJapehy62D6yMDWDvsYgdd4jRGlbRBO0IQxDGjjT17l469y87xbfzQxvaO2dh/GzvsjQ11TxL397ZeHswE/Njnla2XcUOHh627I8v/E3er4dlGmqUYksLPX/yzPD/7JPOFGT61+AKfWnphsOLTZJWKXh4k9ygJeXP3NQ76BDA/9nh1+7v0zhDsvMjjO0P2difnt9XbIXFsejffJjzYI2q3cLcf0nZ22G/fJ4gcbP+Y9f23iEIbt7vNSYsjTULc9jpJ7I0kdwBEiV5nneF2SBx2yfqiZkHQHST3k2M5ve0RgtuOvTNmk/jW3ls5rFVUcDrrBN4RUdij11nHC9pjs6Yo9kaSO0DP3iZL4hHyE0CWpsROhzQ8PUYSOATO8XsqW77f8YFW8Pfu3eNf/at/xZe+9CX+7t/9u7z88sv8jb/xN1BVlV/8xV9kdzevxKanRweJ09PTg9fORhAEBMFpj6vbHe8X/0kON/a50Xowtn3d3qGmV9h29rjSOM87B9cHw9M5a2bgkQm5QNLZyHRtxGRBeI8GcJbFBKFPd4iSTpoR2+PXOe52iAv6GDklSmOenHoURZQIYg9TLXDgtoiSaIxIBIwRok5Ck1RMxcIdSqRz5UWqZpO3D2/gDQ0oG0ZtDGfeMGoU1CI1ozYg4CyUlumFDsUzNmwAmSjRPeNDC/2BZOMKXuQgiTKKpJBM+AEvlBY4OkMug6wvhDUe4QTZ4iRLCJIAf4K1nx97pGmKKEm4ocNG+z6H9i6GYnK1cZkXZp9E/K8wKL3Io3Nm6A7Q9TtUhlYHcZrgRhPOIfEJW4cj106q12jZo0lRFETi0D375yRxMJE3IQrS2IA03z+/x+GEcw7DHmlfH+jks43tE+c9/Ci0R2YboiARTtj/PT1YJzClZcMi9Ma/L6HTwijPIPxp16JJ05RnnnmGX/mVXwHgySef5O233+Z/+9/+N37xF3/xv+uY/+Sf/BP+0T/6R+/naf5YhSapTJt17p+paJt6FU0Uebb8NAkwW5ihF9pEaYwTO2z2dgYDNK3SJHJGv3iSoiOLco4kUUwEUeHEiu0kcnaiTs8ZhY6FiYtiFUgce2S7XCyjKAYFtYgd9qgZNWpGlbJR48b+OzjR6f5zpQVEQWamtMjm0IMG8iGdoRTxRmBuAnboUjTrTMlzJEmMIqkceC2WK6t8bP5ZepFLnMbokkohE/jMwgt8d/8teqHNUnGOx6prCGlMw6gxU5glSiJkWed7e2/xqZnHyPzjkfdTZY2aUed4qLpXRIU0S7k7ZHghiwqPTD8++H9RK6LJBpqkMelRJWYpK5U1Hgx97vnSwshAc+R6CBJrtYs4YY+236LVX83NlhaQJYU4ibi1/zad/vn3gg5vbr3Mk4svvOdQc3AuojRR0OwsaieH5C7yoDOauOcLs6SH43BEQZBolOYHw+csSxEm9KIFQULsC80Nf/fSNEYUFdI0QlaLiIoFWYbUd45StSLRmRWnLJsIQ22ludIc+84+M8VZQGCvt0PTamIoBl7Qze0o9QqipBIGvSG+gTAgzYkTfhcAgqKe8j1EEdKUJAxQLIsg8lH0IoIkE3k9ZL04cl4/zPhAE/zs7CyPPPLIyLYrV67w67/+6wDMzORog729PWZnT3ule3t7PPHEExOP+Uu/9Et86UtfGvy/2+2yuLj4Pp/5BxeqpPDS3FNs2rsDSFtBMVkrL/DawU1+Z+t7AJRUi59d+QRpFnPoHbPnHlK1K0ybDZRCCaO5gHe4BVmGWq5jGCVW65cJ0pCO32a9u81scRY5shGyFFkro6lFZFlDlnU0tYyqFvqJIEOdq+Lfu0/WNzqQrAJioYAqazw9/yx+2CMJekSxQ5bGI8kd+j3qyhoz5UXSLGGnu4EkSCxVz3Hs7DFfW+Wgu0PXO0RTTOaq52gFDrqk5RK/ssrN43ssFucJ0gA79nnQ2aCslTBNjSxNsJwWn25cJZVkpNAj7e4jTVc5sndz8a3yCk4a0w173OztcqE0hxJ7pKKEYTaRBIXztYu8sffagO27Vr/AvTNtpTiNsMMuzy2+SBR7xKFDkgQUFQOtMIcX9tC1cp7kBBFTK3HBbLBSWiJMQxKgqJcQEVkoLVJWChQlHYEMUdEhizho3yNKAgpahWbjEZzIod5H53ixO0juJ5GR4gS9/2qCNxWTc/UL3Ol/poJaYLG8jCYpuKGNoeRwREmUeHLmMYI4ZMfZpWHUuFA7T1WvIDVMRMsgE4E4Jep0mFu4wP6QGYwkKhTql5EVE1ExyPpYdl0rIismpdo5Ir/XfyAIyFoBVa/gBV0O3UM63U0EBKbLSzRlFVWv4LuHJH2kjSCIFEoLIz6tplqgXpjllb13yMh4tHGJ1dpaTtDTiliCiOsekARtNLWEppg0qufxI48wCdFlA0WxqFVWcf0OmZQ/3A2lgCBrFJYu4oe9fIYjyuhaEVGUkfUCodMiiXz0UhPVqv3IyE4faIL/6Ec/ys2bN0e23bp1i+XlHM60urrKzMwMv//7vz9I6N1ul+985zv8tb/21yYeU9M0tD+mye6f1FAllRdnnwTyWmLWanLotnh9KNHYoUuapQPkDcCNozv83PmfYLYwhdGcRy03+klDRRAl1Njg9c3XBm2BXXubFxZfpGXv0jm6iSwqzNXOY2o13NCh09fSFgWJ2fpltIsXCJ0eCAI2LlvHb7EmP44l63Tbd4j7GPJsAtwN4MA9QJNmkNOI87ULZFlKloZMF+c5bN1DlQ0Wqqs5pTwJOXb32bVPcdiXGo8wVZzhlZ03uNknRW07e9zraHxh7TPoxSkEScrlDWSNVC1gqBbnGo8AKceddYx+krzRusudzjpNs4EAfMKax+1sEnltrlXOE5IbKutambuHN8c+SxD5zBZmWT++PUhqu2GP2dplvNjnYd8SUEDgykwueRz09nI6fnkeVci9PR+pX8LevUOW5CsuqT7Pw4PT1YITtEmyhJXmNZQ+mkR4j9Ga+MdIKqIgslRZpaRX6HltdFlj/ehWfs0QuDD1KI3ibG5QrZX4xNJHOfAOudW6z4a9Q1UvYwkJdrILSZ5oi4urHLu7I/OBJI3oeYeUKsvsHN8arM4kUWFp6hpSIhAeH5AmuRSA1VxBMct07R06/RVURsZuZx1DLVArzFCorhFGDlmWI2qUM4YaW71dXt59ffD/1/bfwVKtgQl5r3c6IA2CNoJssm1v4QzNH2bKyzSKcxx2NugOreTOT11DRmC/e7oKUzyducoFnMOHnFT8XuiRP7DMP/168H/rb/0tXnzxRX7lV36FP//n/zzf/e53+bVf+zV+7dd+DcgREX/zb/5N/vE//sdcuHBhAJOcm5vj537u5z7IU/9Ao6aVuN15yP1u3gdv6FWWiqPY6vOVRe6dsZi7VFuj5R1z8/BdSlqJ1eoKtSGZ1R17e6Tn2zCbHHU3B0SeOI14ePgua81HcYZEo9IswQk67HY3SM5grp2gjamYZEOuTNoEGVZTMZFEiaPOA4LQHoFhmlqJJI1Iwmiw3SgoI8kd4M7RTcpGdZDcTyJIAkQgiHvE/knfV6BSPYcgSlTNOg/3c2Zv5Ld5ce5pXtl9kzCN6IU9Prn0Egoprpt/5sQ+4KQuVBolmuYU+2eUFOtWEy/ojhG6/Nhjf4i5qUgqsd8hsnOeQgbYx/cpNs6jmVVit0U2IFcJhNn4jMIPe8RpgEKe4A3FYKa0wO5QG08RVQpamTRL/6ssSk3WmC7MYMkmr29+c7A9I+P2/ttYWgmrD5089I/5zbu/O9jnfHGOLDglfmVZShC2CcLRFRvk4mCO3B5pvSVpROB3SQ53Bn3tLE2w9+5SWLjCsT0+ezvs7VDUK+wcXh+Yu4iCxGzz0QGhKE5i3pnwIH774AYXqmukE/rtURaPJHeA3c46plocSe4AfujkomVDkaYpodvhbDvH6+yglxpIP0SP2JP4QBP8s88+y3/8j/+RX/qlX+KXf/mXWV1d5Vd/9Vf5i3/xLw72+Tt/5+/gOA5/9a/+VdrtNi+99BJf/vKX/4fBwE8KU9H5c2uf4Y2jm7x9dIe10gINo8Z3hkyUDUknHBpY1o0qRdng7b4O/L57wIPOAz6z+ulBBXOWwdkw63R6oww9SVQIzqBDgFz8aQJDM04TWqHLYSZiyiYlRSfyWzw58wTvHt7Aiz3KWoW58iJZGk9MBGcRJnDKuDy7XzJp2CXKSGmEHw8P9TJ6fSniNEsJ+0PLKHaRs5hPzD2FJOtUzQamYhD6k4f1me+zoDRJzZRD9wBJlFkprWCKEl44vlJJs9HzrppNEq89tp9vH6DoZSJv+Hq8h/QtwojqpyTKLFcvUNKr7Pdx+U1rip69w1HkUDSnsIwaynv0+E8iSCZ4ppIRxD6WViRJE149I0imTTi/OHSw9BodZ1Tqt1SYpuMeju1PkkwcWpKmqLIx0Lk5CVMt4HhHg+QOedFx3F1npnY5nysIwgApNByGbCAJItmE4fN7mWJHE+wQc8eqSQPYHw1a5r3iA5cq+MIXvsAXvvCF93xdEAR++Zd/mV/+5V/+EZ7Vj3/UjQqfXniej84+iSLKtIMeC9Y0m314273uJj+z8hIv775BWS1yobLCnT6ZY64wOzB68CMP+gl+qbyELuuIfXZnnCY5emFkaR2j9KWJVcXC0qt5KyVJKGgVFEnDlE2cqIcbOhwFNq/tvTn4e0sxeW76KmnY5cm5pwn7ome5j6hPTTGJYh9dKZCkEWHs9Y2fTwdbJ+9xNlRJpaBazBVmOHAPuVRbo6QWsEMPkgBJ0pH0CnEa51aASUiWJUiiPOL1mWUZJVFHTWREp0esp4h96dsRhEcfaZNsb7FYKLFYegQhzZBTGbe7iWpNja1UFGk0qebXdjS5CIKIKCmIoohmVYkDG8WqIqo6gqigSBqKpCFJKl7YpVaYHZg6nxh4x7FPRS3QnHmCJI3Y3HtrcB9zfXubZnVtpEd9Ns46JQ1f5/y7kHC1tsblyhJRmvLa4Q2iLOXkE548dJIkoFxewQ97BFHO1dC1EoZaIkli7DPV8HuZYYjAQvUct/deP90mSFQLM7QnyA2EoUOaJYhISKLE41NXWe+Myh08PfNYLlksG1jFeZIkIPCOybIUfYIptiJpI76uJxHEPlr/O6tpRZI4xA+7KEYJvz266jDKMxPYsD+cELIfFSDzA4put0u5XKbT6VAqff8B05/UOEmSSZqy5x3hJxFNo4oqSjzobrLV22XWaqIIIiIpJVEaaL5oisl84wqCILPZ2eDWYW50sVBepGE1UbKMMHTRRY2ElGP/gOXmI/hBFy/o0nUPEQWRRnkZSy7gHm6QhC6SZkFtmt++/5WxCvwj808zX5jhxtFtHvbFrERB5Nr0E5T1Itv2Lnc6GxQVi/PlRabMKZI04Li3haqW6AU9JEnGVIu8vZ+zUyt6lStTj1I363T9Lm7Y5aC9Tpj4mGqJxdoF3LDDxpDJSNOao1GaI0lDBARsv0PL3ma+dI5od/MUNicIlJYeAVHAbj0giTxEScUwphEyEWfz3ggs0FhcwQm2EEQF1Zqm5e4RxT5Fo07JmmW/t8F+v30iCTKXm1dxjx8giAqxVeU47CFKCk1ripKUIzz2exsEsYOlVbEK09w5uosdOSyWFpgvzQ/YprZ7yEHrVMpD1ypYeo291unnPomlmSfQJiSxk0iSmI32PTaHNPSXaxeYq+QzsmN7l+3ju9Dvz5dL82y5R1yxpkBS8fsVdUErY+kV4iQgjFySJERVTFS1QJJEtJw9kizLzTmAqjlFYrcI3TayWc4H92lKobGMIEm4QQ876CAKEgW9jKEW/v/t/WewZPd5n4s+K4fOcec4e3JCHgxBECQBkCIpihIpHclX5StfuW4dW5Sv0vUt+YMt64ulOq6SZVXRsuvYV75HLlvHkiz6iKICKRIgSIAgMMBgAiannVPvzmHl+6F7enfv3kOCQhjMYD1VqMKsXrv3Wmt3v+u/3vD7UaoudX1hbxM1c+RTc90bjR/4rDcKXC/dxA8C9iSnyJtZPKdBuXwDz7OQJI1odBQQkdUIDatGYDcRXR8kCcWIoagG9dZ2j7wXBBhaAkkQWKssUWhsYComo8kpYloK32m1awOehyypqGZ8YMr2h+WtxrW7voIPeXsUGlu8vvo6heYWKT3JQyMPkTUzNN0Wf33jOeY7YlA3KwuMmHmeHD7KVmW7zdFyGhTKCwRKpG/a9FbpJhE1Ss4Yora+gW9vIYkiU0NTaKJO1d2g0sk5+oEHvkdt5UpX7Mmz6nit2q7pFdtzqdqNbnBvv4fPzeJ1Imaal1de726/XLzB5/d9mpyZwfJdLvT4jAoIPDTyCK7vUKivUWpsoIoSsiCx3CkMAjTsCtVWkdUeg2VF0jC1CCub2+esa3Gm8w/gFtb69V6CgMbmEpHMOHJDQTMT+K0WzaXrCIpCbHY/9ZV5fKuFEk8QKDIqSWyrhFVdJK7GEdU4hpHBDhxc12I8Pdc1DxcVEzMzS8Vt8fzii93UgCiIfGr2GZZKl7vXVdaifGd+e583N96k7jQ4NnyMwHcp7GgxbVllDC25+4fnByztJElmPDlD2sxhexaqrGMqUSRRpmFVWO65WQYElCtL7MnsQ5J1rqyd7h6zIIgcHHmYUvkWVk/3VDoxhaLGWagsdo1mdNkgbuaQYxnqWBSaS0iiQjYxDaKIIIhE9ASRHc5SESNDvbVFq5MzV2SdVGy8L3UlCiLDkRzDkW19GddtUSxuX1/Ps6hUbpHJHkKSVDTLpb6y2PW3CYwYwtgEW6Xr3Z54UZBIGBmuFi5S6qScLLc9T3B87ASb1XkqzU0kUWY4OYv6HrVIQhjg72lqdo1vzb+A3ckJFlslvnXrWzw7+yxVp94N7rcJhLY86k4832Vhl+GpwHWpLV7tOsjj+zRWbiAaJuUdVndyIGLvyFkqtkXGSFPY4eKT1OMDU54A6UiWl1bf6NvmBh6L1RXSWoLFrf7iqShKNOwqV3tUGJdLtzg4dHSgjzsg6Es1ZWMjVHcUaVtWBWIenj1YcPPtJoHr4mxs0FtpCCwLTwrwsgaymKThVrGq10jGxlHFNHZzC89tYJjjCLLG8vpZGnaVak8bYyMJL668wYgR68v7+oFP3a72Bcqa0xrIDd8q3WQuM4e2ax44QJa1waK2nkKWf3AdS5YU4jvkDwCcXQSzAgIiisFqeb5P1bFdaK33BXeAam0NR6n1uYi13CaF2hoqPtXOAsL1LFa3LjGeO4LRE9h9z8V3bQRRQlF0htMHOrWUAEU2uqJ03w/P7bcMvH28rmuBB/XV/pmPAJ9ydaVv4MkPPBp2tRvcbxPXk2yUb1FttVNQnu+ytHUZVTaI7nJN3w3CAH8PU7Vr3eB+G8d3qdoVdjF5p2bX0JQo9R2SvKIoo+/yZY/LBr5TGtgeuG1bst6i6m6LQb9e4ZGhY7y2fo6NxiaapHIsf4iIqCApg6sYSZBxdymuOb6Dj4+pREiqKSpOhXJri7SZY6m88wsY7Foc83wXWVK7rZrSjtrCbWy3hZbI0mj134DURBZR09ptll7/z0mSTMMuo2txZMXA9R1K1UXymYNEYm0XKklSsd0Wrc6NzVRjCIJEAHx75TQR2dh10vL2MZpaAl1LIIgqE/FxFio7J2Lb6pqSpA5IGktIjOWPsFVZwHYaxMwc8chQn7aMH/g0Oo5QRqej6ftxp+ApCTItZ3BCNQgGi+KSrLO+S5FVlmSqO4r70O7Iuh3gXatBdf06nt1AECXMzARaNIOxS5+/57m4bh3HqSNJGooS7Vr53ckbVRAk8L0B5U5R1bDdwcWJv8vnNmmkKfa0Xt6m1toKA3zID0beIV+rSgoJLYkmaSiyhikbNHpG2m3PIWqkqTQ2MPUUgSi2c6dGGtPMUWhsMpGcIgAkUcQw4tjCaju/LHb0tF0bMYB8cprV4jUkUcZyGli+haJF8KztD79sxMB3ORQfRs7uQ5FUpMBFlQ1UUeZDoyfwHQtfgIX6KtlIhoOZOd4s9MtBT8bGwLLJVAX8RolYJMpwapiKVxvQFgFwfA9DidLsWTEGBOzJHaHRWRFriklL0rqdF5oSQxQlFFlHVQ3cVgO7vAGCgBpNoSdySKpOZO8B6tcuEzgOCCLm9CySbJBOTlOsLuH5DhE9jSLpBKLEVqtE02kQVWNEtTjpyCiKolFsFvB9j3RkiESjyNXyAh8bfYDKjrY8SdLIxCcptkosdZQzo1qCo/kjbDY229LEQluSWBZl8qn2QNHtgZ9EdAxVNZEkheH0Pjy/nQfulSxoOk2ubl3laue6Tyen2Z89gKkOFhNvoysR8olJ1nsmWUfTc2iKQTY2SrVZxNRiBLSt8mS57bykqtF2yqu1ReC7JI0M1R3yD7KotG9+QftYI3oKP/CRhHbx1fccquvXuk9age9R37iJpOioRn+AD4KAZnOdWs8NQ5INUqm9yLKGJOloWgqrp7VT1RIoik7gBYiKtv0EC7iNGpF8hlKt/wakSAqZ6DCF2ioRNUZUTyJJCpIoD0htyNJ7N6cTBvh7mJgWZygyxFp9jYnEFEXX4pXiTTZ9jw8NHeVzc5/g0tb1djeGpDEeHSaqJxjJ7OP0yimanZWWoZg8OPoYx0Ye5MXFl7otiKVEmYNjMzhWgwoWTbdFShvBV3VU0ScXHcb1LLT4OLJsIsdknGYZp1lF1HR8wcfDJREZptHcpNxZzSiSQS4yAWuLiJ3C2v7EEBE1xcNDx9FljTcLV4jIBo+PPkxGjlK9cr47JetVy4itJpnJKVRZR/ZBDsATYLG+hCbrzOaP0HIauJ6NphioskGxukyxk5YRBZnx7H62yvOYZpatxiaeY6E5TRTDxEiOoCpRAtdDikQQZbUdLHSB2uwwoiAQV+NoRoKWXWVta3vIrFJfJZWY4cLaObZ6RLOmU3vIRfJcXN2uI1RaRR5Iz3GjukRKTzKVmGS+o0g4lZhEF3WaXrvGcBvLbTKrp8h4Lr5jtYOa5+AGHT9YLU1E1jDUCLoSQRBEmq0yhcoCttskHskTjwx1upNgtbrClZ4huRulG5iqyf7sgTt+9iRJJh+fJG5kcD0bRdbQFBNRlIjpKQr1ddY7w1xRLc6wOInre1TKt9qLisgw8WgeHwHPc0hrccQAAlFEV+Mo8Qkct4kuqTjNIpIgYhgZfN/Dd+1d02ie1YAdAd7zWtR2pCo9t4nrNDoBXiEen8Rx0jhOA7lT/BVFhUDw0SdmsVtVhACCWg01kkAyEzhe27TGcRsokoGpJZjR4uSiIyxXlliqLhGz40yn99FsVQiEtm5O06oQ1d+b1TuEAf6eRpc1Hh19mEKzyFcXX+GVjl3b5fICL66e5f99/O9xrbrCua1rCMBDuUP8yOSHWKssdoM7QNNpUGwWeWP9XF9/+c3yPDPJGc5ULvft/+TkEzSKt7q5y1arSCI+iR4dxvGatOwmnlXqvh6N6dR7WuGiepr6+k16Ezt2eQM9msFQFebUCLNjj0LgIXtN/FazG9xv4zs2EUFBCXQaqzcBkIB9+SlkNcZ6ZYGtTjCXRJnp7MFucId2P/py4QpDmb1cWT3dPZa69SYH0sexr14ncLZTHdF9B6jq8EqPFZ8iKpyYeAJ7Fxeqlmv1BXeAQmMDdnniKFQX+dTkE1zfuoIkSBwbauvD59UUwtY6m2L/qn46MYtVnO+mD6z6Br7vUZNguWe4Laol2DN0FN93Wdw41z3udqqmyXB6LwFwc4ctH8DN4k2mkzN31MOBdpCPSImB7aVmoatT30agVFumYZWA9tNUqb6CoSeIaCmGlRhWea1byPRjPtHYEFZzk2Ztu3e+WrpBIr0PUVS7+vi97NZeGfiDblKwPY/gex6B5yCLGmokgdgxtwmCgFpzi9XC5e7Px6NDRBIZ/E66r2GVMPU0MTPfXvG7FlcLl7tPJFuNTcrNIpOpOU6vvkFST/LgyIPo6p07l95p7rqjU8jbI6JGQFS6wf02uqRyeuMS5zqFyQA4tfEmK/V1NndM3EG71XJn4VNAoG7X+oK7Kqk4dq0jd7o9al2pLuG6FvXGGq7b7AZ3UZBxduRkJcRdB1mCwKNaXcJxqnjWFp5dxrJKBAzm1G/TWLnZ929rfZGWXesGd2jn33fLCwuiSKnR1iLvHpso41WrfcEdoFkqcGnjzb5CpeM7rNVXd83jervUAYQ7DMP4QcB4dBhZkCm2ilzevEipsYVYLuLZLaJKv72buktwCxSV5R2BumaVadg1WlZ1oOhca27ieC0EQSCyi32cqZi7Olj9IHzfY3PHtGnabHe47KTa2MRzmljVftu+VnUNfIfWbnZ+zU0kRcNMj/dtFxUNWR8MnKKkdm37epFlA89pUVu/RmnxPKXF89Q2ruN10jGO22Jt6yq9n41Kvd3uulq4QKm2hO3UKdeWWdu6iOtZNJzGQLqp3UXW/luVWiW+t/g9Ws7gANm7RRjg7wN2KyruS0xytjDY+/zqxkUyxqANmSopGDt8T0VBHMgfRpUYgaTRVGPYWgLFHOpIEHhAgCT2r6L8wO0WtG7j4e+qpifICpY9KK/qCS6i1n9scjQ+oGkPIEhyt5D5gxAFaUCXWxYVAmuXDhFJ7BYheyk0NjH1FDutD81dgmbLaZKLjQ5sH01MYaom+3LbKZGEGiOwWviORUqOIYu7KC/KOk40S9GIUQl8kjvM1QE8z/k+midCW+o4Pdc3ISsgcCB3cFe9/VKrwuXiTS4UrrHRGAzagiAS29GWabnWrkFWU8xdpYGBrrTF4Pu3p1L1WI74yAHM9ATR/Czxkf27jv5LkkIyuQe589kWBIlEYgZZ1rGqBexGqbuvXS9i1W53vDhto2wEdDXenRdwXQvHbSEKEjE9T8IY7gyXNREEgbSR4WD2IAdzBxmNjXWvaMbIMJOcRpGUXTvI3i3CFM19QM5IMRcf52pPZ4Uhazw7/hg1t8Fao8hrmxfxAx9dUhlPTrLZWMf1na5KXspI8djYo7ww/+3uDWMoku86BO2Jz5ARYrimwotL3+3+HlXSeGToCIrvIUkqZiRPs7VF78pHVSIYWpJm5xG90twgPzRNfXV7QEhLDiHKKrIcwXXrSEoUAh/XqeFLEJ/dj13awqmWURIp1HgK3xsMDoHnou0yadiwa4yk5ro3Ij8IUOUIiCKbPQU4y22hJBJ4G5sIsoyUy4IiIyIzoo0xv2OYZjQ2hqZEGMsdpVxfxXVbxKPDaGqcYyMPcWHtLI7vtJ2Rho6iyzr78sdYKS8Q1ePEO0NAAFkzy1NTH2O+fAtBlJAjUTyrjoDI/vwxmm4Dx3MJZA1RNthUZF5c3Da+GY7k2Rsbw3Eb2J6F5TS61yISHYPARxZFqrVVYmYORdIIfJ9oIPPhkRNs2WUQBLKRPKldujw2m0X+26WvUO3c6BRR5u/t/yzjsW2/BkEQGIqPsVlf6Y70b9U3ODB0lNUeSWVRlIkaGUQEJDWCpJr4roXbqnBbnteMjVIr3wJBRDcyiJKCosYIgrbmvWrGUc0fPLyoqBHSmQN4no0gSMiyhu+53WDei1UroMfzSKJCRE+jalHqzSKCpJCNzCAIEoaSIC4lcQobBL5HOpVFDER0WWHUTNFotJ9g4kqEdP4YoqSQ1WPU7SojZgb5B2gBvZOEk6z3CauNAl9ffIVXNy7yzOjDRCSZ0+vtlEJWTzGXnuUv51/kfz3ykyTUCCu1dQqtIlkjRd7IktDjBEFAxarQci0kUcJUDFRJpVkt4V28CfEIryoL1Hb0M+/P7Gc2OYumtr1CHadOs7VF4HttqzUlgufZOE6DAB9ZMpAknYZVpdoo0ggc1uwq+9KzGKLEQnWJ81vX0USFY9m9jEaHUXuCtuM5FBrrbFTXmJIyOJvbeVpjaBIvGqHcKhL4HpX6Oq5nsXfoQWqNZaxOl4ogiGTT+1GVCPVWBc9vIXRuUqocwS2VacgOy/V5HM8maebIxya5sHGeQqeveTw6zpQ+TCSawW1UcZo1ZCOKYkSQ9PaKsW7VqFklHKdOrbGJH3iMZw9ju00KlUVEUSKfmEZTDCqNTeqtIlE9TTySQ/Sh0txkpbydV49HRkDS0GWVr916oa9msje9h7SWZL6ySEKLMZOcwpR1ziy/0g22sihzePhBolocRdawayWqC+3AK4gSCALRsb2okcHc+gtLr/LCUr+L02RshJ/a92m0Hfnvpl2nYdcICDDVKIZiYlkNAs8m8DwkRUPRIrhui1J1maZVQpEN4kYORVRRzSSB72HbVQh86vXlbvunGRnGMPN/J29Tx2niehaCIOI1qjS3+rthtGiGaH4GQRDZqi6zumMCeDJ3FKHZpLXU355rDE/imjJb5XlEUepOuaYSs1zcfLNPv8ZQTI6PnkB7G2Jj4STrB4xhM8PPzD3Lj049wXp9g69c/0b3tc1WkWhtjf/XsZ8hopj89c3nWejpLDic2ceT44+hSiq253B67QxbzSLDkSEeGjmOulXHrTcgn6RhDeayK1aFxdI1xlKz6IrZDuiChCgIaLKO61oUi9dw3G0lRzk+xR9c+DJuT076WmWBB3MHeGFx2wR7obbCT8x9itGeAL9RX+PcanvatanVmRwaJy5HkDWTLbfC6fkXunozR/JHyJpZAs/qBndoD7MUSzfIZw+hiAL18vbTjyRp6PFxbq1u1zVKjU2GhDR73TSzyVGEQEAsVwjqWzTrTaytdr7YAkRFJT53GEnT8X27b7pUljTqrdK2s5MHDavMZvlWV/CsZdeoNDYZze5jdccTgyTJnF0/w2RqT19wz5lZPN/jeyttP4DV+hpbrRJz8dG+4OL6LsuVBQ4MHcf3vLYnwO1r0qmLNAvLKEZsoLawsIvX7VqjgO1aAwG+3cHT/psJgkDg+wStWkc6t01keA+btfntkX/bwXLqjOWPIggCgiSjajFKW5f7evsb9VUUNYq0S4F3J77ngCAgijItq8JG4VJ3SMnQ02iJXLsdlvZNX08MIwgirmtTaWwwnJzp5LEFKq0iTbuCVu108IhtU25PEnEUCS8AWzaxPYtUZJTAreN4NmPxyY5Us8BqdZmGU6Ph1N9WgH+rhAH+PkIWJZJajO/1jPrf5mZlkY+LH6LQLPYFd4DzhcscyR7AkFW+cfP5bm/5cm0FfV3l8GY7fyoWqozkh1mq9/98xkhTrC4R0xIEJtwq3uJG8TqKKHMwf5iErPYEd4CA9cZGX3AHGDaznFo9w04ubF1htJMGsD2bYqPAUHSEQmODklWiZJXIRvLsNQ7y2vKr3RSTH3icWXuDJ6c/ir9L3tP1Wvi+Q2XHsJTvu9R2WMAJgoDvu/jlIkKnTOAD2sgEzbX+oSPfsXGbdSRN7w5W3SampwengCW1G9xvY7sNHNcaKI46vocf+Hi+g6kYXdu8sdgIZ3rURKGdpqvsYmVXbZXb/fCCuGsOPPDcdg58x/aD6Vlu7hiw2pucxtgRqHzfo25V2KguEASQi49hCFpfcIf2anqn52kQeNhOs/vE5vsO7i72hI5dQ9PuHOB9z8FqlWjUVxEQMKIjNFrFvgnUZmsLMznX1fGRNRO50/vv45M2czRq256xUT2FIKiIUnvATxmdYKF2E9ezySWmuLhxcfu7U13iQPYgsqSyVbqOH/gICIwkJlmvr79nhh9hkfU+JNuj8X6bhBZDlRQsf1DqFNqBs9Ixj4Z2t4yAwHpzEynVfgT0K1X2iENk9QzQLsbNJGfaj92BT9OusVRewvcdJuLjeIHH5c2L2D0SwIoSJRodZcTMcDQ91z42NUZUubMBwu0soud7NK0Ksu+i4bMvs4/h6MjtnWg5zV0Lzg2ngbZL0fP2qL6/45oEQdA1z97e5uMqEjuLqYJ8hzVS5zhU2eixfmu3CA4UD3uypLoaw9SSHdckGUEQ28M+RgZDjSN1fnalssiD+SNoneJlrxSBIesczB1uT2zqGbKx8a5VHkA2OoQiKYiSjJ7q9xEAMNLD3XbBXmYTE+xPzXT/nTPSfGj0gQHj8ppV5ura65Qbm1Sam1xbewN3l86RO/29e7cLgoSwizG6JH3/1a/VKlGrzON7Np5nUSvf7BRK+3+n69kImo4j+rTcJk7HqUsEmvUV2sFdQFGi+G4LXdHQUnnkWJL15hquZyOJMnW3OTB0FwC3ChfRlQhJM48iaayVbzEan8D8PiJv7yThCv4+ZDo+TkyNdIthU7FRTow8QKlVIq5ESGoJBNpf0M1WkYbTJK7FaNh1xmOjDEVzWK5FXIsjCiKFALTYJOpqGeHyAkdH8njjh6h7TZp2A13RUFtlUpEhKq0CjltDRuBI7gArtQ3oBCHDyOEGDludgadHU5Mczsxxo7yIJIqMRUeYjo2y0Srh+h6qKHOpcIUDmfaNoG6Vub6+vcJv2jVy8Um2mgXG45MIuxRdgfZkrxIjlWi7QQmCgOfZRIxsZ3Q93gnyQWcC1CeitjtX3B45BkFTMQ4cxLHqiD4Ijo8STSDpBl6riWREQJTwmnUkvS0/bNlVTC1BMjJE065Sb5XIJSZZ3rqCLKlIgowXeOhqjJiZpdLcwvYd0vEJJFFlOHOA+coiF4s3ialRDkWHGY6OUmhu4rk2T089yWazgKEYjEaHWa2vsyezjz+5/s1uCienp/jM+CNsVuaJ6UlGE5PdIKrGUgS+j+fYiJKMKKttJdBdSGgxfnTmY3xo5CH8wCepx4ns0Fj3fY/1HU9EAJZvIyo6WiwNgtCeYG42iUVGECQZz/eQBBHX3V69W65Fza7iamkUArAr+J6FJBsou9ywt4/BpbnjKQnAsStoWqybqhNFGVFSWN7Y1rSXJY2hzEEI3PbEsxhHr+l41zcRTBVpzkfKRdGGxtHqy+halIZVwfUcZFFmOjmL3pFxkCWN0dQeSo0CFatM3EiTljQUSUF9j+SCwwB/H5I2kvzUvs+w0SwgIVFsFvj2/LeBtgbLj0x9mLXqClWrxGhqhrHEBAkthoxIQotxceNN0noaP/C50SMVO5efIzs8iarqfG/pu12lSAGBR8YewXLrFHs6UrYq84zEp2gFPoaRRZAk6p08roBIHZG/vPHNniMXuFFd5UpnklMWJP5v+z7NUEf9r7AjtQRQqq9zfOhBgk4edS61h6s9jk6TyWliWgzHrvXlwjU1TjyqgiCgR/JU6usggGlkEQFNiXAg/yCu3cQjaGuQ2GVWy9vvkU3uQdINzOm9LNXWebVwkZrd5JGRw+iiz8r6m30pmkx8kqHkLJIoo8oG9VYRz3Mw1RgRPcm1tTNsD1yVkSWN81vXuNHpby9bFVZqa3x6z7OM2EMslK5TrC2TiQ6jiyrT8XGGo8N8ffm1bnDXJIUnho8QUU1S+aNE1VhfC6coq6jRJNWbl9uToLTbVeMzB5GNwUCvySoj0cE229sE7G7Q0nCbJFI5GtUVCHwkSSOSnKTRKrK6tS1NkYtNIAoyLafFhfUzbPb0wh8ZOk5aiyMrOpKkEQQBgechSNLg08AuTweCIEHPscWjYxQr/Tcj17Ow7Epb/lfS0Dck7Fe2naDca6voP/YYZbHKWq1tQ5iLjpDWk2TMDM36CpbVvvZGYobLG1e7rcZNp0FMTzJjZu94/d5pwgB/n5LU4yT1OGu1db63tP0F2pOa4fLGmzQ7Oem6XaPcLPDIxIdwA5dbnUnIodgw59fP973n1eJV1Pwx1ks3+77EAQFNp4nVGhSOalklcsk9RBST9a3tL4qixXmp5/1FQUQSlW5wh7aS5J/ffI5fiP00irr7R1UQQGzVcex2cMqJUVL5B3BEAV0xiWlxhCAYkNG17Epb3dARWdjYzl2X6+tM5I7iN+vUFq90eu0FjOk9lHeoTxZK19HUKGtOlf/j6lfxO8F5vrbKPzrw2YH8+1ZlgXgkh+NZLG9e6DHgqHZWpP359qpd6wb329x2n7q2+WZ3mxd4XNu6TNWqMJXex0pju/3v8zNPUaktc6XjpiQJEg+PP06yJ41nlQvd4A5tMbnm2iLRybld5xW+H5IokY9PcHOj/7OTNJLUt7a7gTzPol5ewN2RCtqoLpCK5Gm4rb7gDnBx4zwnJp9EkzTcZoPWxipup21Wy+SRjfbKXxRlzOgo1R1/czOSJyIquG4LQZQQBQmvcnPgHGy3SdTMk9Amab3x2sDrVbfKtfL29V+pLBDVE9jNTfyeNE3LaQ7MkVRbJfz3sHExzMHf5zTd/q6XiGp2g/ttWm6Lut0W7rqdx72TXVmA35e2uI3l2btOPsqiQlSNIklyfx5ckGi623lZQ9Yp7hDaAihaVRqd/bK7DAkNxSdx66Xt42vVkMob5NUE2UgOTdbwA7fni7e9sguCgM0esSxRaOe8PbtFtRvc22ft7KJ9cluC+Hzhaje4A0iCSGuXwmBAQBAE1JvFvolWQRB2tRrcjaSeGJClNZQI1c61qzS3mIu3B2xyRgrRs/q6aLzA41rhEl4nnRUEAU6lNPB7nHoF33trx7STmJ5mMnuwU3/QmcwcAHfwM+O5LYxdZhYc3971+rm+i+s7eJZF9cqbWBureK0mrbVlrOoWldoq61tXqNbXkGSdeGoORY2j6kmi6b00fZeG20JWTHQt3l6hq7GB32NoCQRBaD8leDvkELIJ1q3B9I/nOQMF4zvxXhVYIVzB3/cYu1jb3QlTMdFlg5bbREQc0BAXEGj5DulInrrdXo0ZiokiykS1GLFIjvnN/pVbJj7eVS6MmFmqjXV830UAPjL2GFW7hiRKrNY3MXbR6MjpqW6eN6Il2JM/zlr5Fl7gkY9PEFPiOHEJfB/Pt7BqBQRRQZQ1nFYdQRQQRQVNiaHpCVzfbVviAbKoti3WlCjJaB7fc9pFTVnB2bHIEkQVxRzq1AYknI4aoiTI+IHHsJmlbNdoui0c38XaZZFmqHEUSR3w9LScBlkzT6nRv2I1ZZ09yWmu7TBGUXukeiVRxvFsDMWk6TSotIo8M/4Ym60yaS2G3bk5SoLEcGwMTdYhCHADFwkZQRBQ4incRr/PqRKJ71pofSvIkkImOkLCyBIEAYqs0rrD1Otukg6qpBNRBoOgJuuoso5Xb+D3SEmouTzlYAur3HkqbW6iq3Fy6b0k0nM07Tpvrp2m1tGdj2lJDgwdw1QjpJOzbGxd7gRngUR0FK0jDSGaOuqRaRB80BX8jSp+qS0uJgoSSSONF3iUm0Vc30XuUScFkEURWZT7iq8JI73rTe3dIgzw9zlJPcG+zF4ud6RgG04TU4ng+i4ps/0FrFllImoUQzF4fPxxXl1+hfnyLQ7lD3Nh4038wEcURA7nj/DN5dNMRoeYSc+12/Q6K39FUtC1GNP5Y5Tqq4BAOjrS1eeuWDUs3yGTPkDg2Vwu3eRyjyPQaGyUyegID2T3cXqzrWxoSBo/NvMUZqfbRRQl4mamPfkZBOB71NcXsKvtlISkGUQzM0iqRnXtaldxUE+OYkbyzPekNWRJZUpPk46NAT7lynZqqC4qpIbHsFY622IJrlQXuNJ55JdFmRMjD5HUonjA8dQMk1oUSdYouzZ/Pf8SFbfFgdxhWk69c300IlqCsl3H36UrJAhc9uUfxGnW2502qoppJHhATzCbnKbh1BARSRhJVEHB8R1iagzHs1EklWNDx7lVukVci1OoLPCF6ScJBBkpcKjbVfZkDnBj6xoNp44iKkS0GPnoMJIooSRSCGpbH18IBLxGAyMz8kOnZ3Yi9/TGK2oESTbwela5kcQElgBxI4uhRrCcJnEjja6YyJLGI6OP0nIa1JwGK9UVjg4/iC7r2OxYKUd0rFa/vlLLruC4LSRVYbmy0A3uAFWrxHp1man0HJpiMpw9jNcZflJkvafLKUCYTtBYu0XguUijJubRA4zqAhkjiWOVEQSdkdgIgqihmVmsZomAgFqrgOvUOTjyEKvlRTzfIR8bxVCjfdfl3SacZP0A0G6BrGK5VlucLAi4UZ7nXOEKsihxYvhBDMVkqbaKG/iMR4eIKQaKqOAFHi23hSZruH5Aw20iizKqIPLq4kt9ufiHhx8lFRi49TqipiJHYwSqwpXSLb5y4zlqToPx6BA/OvUkz916fuA4n57+GFcKVzC0GI7voYoia5VFPjTVzrtWrQqO7xBRo8TUGFZ5g9rqjb73MLPjOHYNp7mtaaPEMqw5hYFe86HkDAkzy/rmhT7zEklL0hQV6q06cUlHlRW+vfJK388assGzMx9joXiNzfr2AJAmm2QSk2SNDLXGBqs9U6ij6b28uHoWRZR4ID1Hs7GB57vEzRxZc4zGrWt4jfYqVI4niU7O0sDm1YWXusYuoiDy2MQTbFWX2eypCWSiI0iKweWN7ZsYwLGRR7DcJlc2L2F5/Ro7T0w9RUyL0ags06xtpx30SI5IfAxxFy2aHwbf93DdFp5vI4kqoiDiOi0C30FSDGSlnS5c2Lra1o9Xo0xm9hHR4rQaG9QrS0CAKKlEE9Noevv761ktKpfOdVfxyvQEhdagAcpQ5gCKEuG1xZcGxOYiaowHxh7v09txPIeG00Cg/TQbWC0qN/qfSGUzhpTLUK709/Rn0wdxaxVaWysgCBiZEZRoCkU1sJwmxdoy5fo6iqSST85g6sk+/Z8flnCSNaSLKqlkzUz332fWL/BSzzBU2a7xp9e+3n2UFBD4mf2fYTrRzuVKosKrG2/y1/MvYnkOj+YP80Byoi+4R5UYWqlBdXF7VS5FotRmR/g/L3+1m+hZrK2xUh9Us4SOXVtjHXakKmzX4vz6OdY6KoWiIPLk5FOIlcHHfgT6gju0u0Ls5mB+1HLqCOR3BPcELxauc7nT6hdTIjw79tjAzzbdJpbX6gvuAJbbIKGaSPh9wR2g5jS7DkaFVplD6T3oShRHMrE317vBHcCtlHCqJZb9rT7XLj/wqVuVvuAO7XTHza3+sXpRkCBwEBEGgjtA3alhikpfcAdo1TfQzQyidOdWxB+E73vU62tUqtuBNxGfIhLJdVfIttvi6uob2J1ja9hVLq++zuGRh6j3DFT5nk2tfAtZOdA20dB0YnsP0lpfxalWUGQdcYdDlyjKiKKCKEjEteRAgE/oqT7Xqrpd58La2bakM5CPDnPAmBw4L9EwqfZIGLd/l4JbK/dNBTfWF4hKGpKsUijPU+58pi3fZWHjPFP545j6u7/gDIusHzAaTpPTPebaGT3FreoKqqjw5NgjPDX2KE+NP8qNygKW1w58t6or/F83nu/++2Z1mcaOL8xMZBxvqf+D79VrbDS3BtS4W7sUZAUE9B1qlre3N91mN7hDO8idWTuNZAwGoACQVBMtmkGNpEAQ8Zs14kZmYN+YkUWSFAz9dkeJQB2By+VbxNUIPzL1YR7NHaTpWxwbOobZU89QJfWOntW+7+N6g0VFMQi6Q0Ett8Vr6+d5ceU1DEnFKQ3erNxGjfIuk6i7FbkFQRhQxsxH8mxWl3eVKIa2nv1uVnrtc9h9+1vFdZt9wR2gXLnVHSQCaDmNbnC/TRAEuLtZF3oWfs+NTjYiRCZnSRw4ih7PMpQ9iNrJnatKlFh0lEurr7NemWciNY0ibtctVEljpGcWIAgClsrz3eAOsF5bxRMG/8Ltn+nfrqtxrHJv4VtAlBVapVUc1+oG915ua+O/24Qr+A8Y7QnJ7eBqyDp1p8WTYw/z4vIpnE7wmIyNUXfqaFKSN4v97WabzSLSDg9XKRAgCJCjMeREksB1sAubaEL7IzYZHeFoZg8CcLOywuPjJ3hl+VVsz24bZ4w9StJIMpfZx3zpJvnIEF7gkTNz1HomYW9TbBWRhuNIjRJiNIEn+IhIKGYcQZFo1dYRBBEzM4bTqJBPTOB6Dg27rVaYjY0R0RKIokQiNo4t6ZTsCgICHxt7jJhicmr19W43kSiInBx9hDdW30CTNB6fOEHTsxlNzVFubOB6NhE9ie+5GEoEUWjfnAw9garEsX0HUVL58NhjPLfwYvc8okoEU4vgmyZ+ub/4KkgKI5FRis0CstgeBgoIUGWdVGSIiBrrdOb4lBoFplNzVKwSmmJSbZWQRBnXaVFrFphKTnOrp1ibNjLEtHhXZ0VUdCRJxbXr7eLxWzCs/n54u9yEoL0ap1NkFAUJSZQRBQmnE+gDAkRZR42OdGz6BOz6JsEuEtOCIODg4TkWiqQxnDlAtVWkUFtldfMSAQFLxevMyiYPjj9O3a4hIGBq0b5Cp+M5rO4yY1H2m5iqjm9v35QkSSOqj1CrraIaWRzfwxEltGQWf3OZIJ6iKHoU7QpZI06uU9S/bbQdBFBtFhDfZn3jrRIG+A8Yhqzx6PADfP3WC8iizFarxInRh3hp+bVucAeYry5RaBZJ60nSWpzJ6DDHMnva8gWtImcKN/jo6IMU6uttgTEthjFl4BZKWFdvIagq+uQYo0aMT01+iLgoUemYaxxPjpEzMvzInk/QcluYso5EAJ7FVHwSRVK5unUVSZQYjY93p/5GoiMMR/IQ+IiiDJIMmSw3Ny8SEKBIGlPiFK3K9pe1UV4kltuLpsWYGjqK7bYQO8W0lmuxUVvH8iz+5ubz3Y6hydgYDbva1yrqBz63Kgt8bPopbN/hGze/1b1eHxp/nOX6Oq+vnSeuxYhHhxmN5pnKHeFK8SaXN7YVGB8ZeYgfn/sULbeJIspE1ChRLYozMoFbrXYFvwRZQUtlycrwwMhDNO0aoighCjIxLU6rVWStkwISBYmp3GFavsuFratUrApD0SGm0qN4bpNSfYNMJE9ST1J3GkTUKEk91ZmkFYln52g1C237xWgWVY3tqq3+wyCJu98gxJ4bR1taeKJjq2iyVV8joafZqq1Q6zhCCYLIcHIWVWx3NhUbBRRRJqZGqbaKXN+4gO21MNUYM9kD3Cpc7t4sblOor7I3erzbpWV1euwd3yWiRDBkkwPZA3i+TRDAQmWJUqtI1WuQnZzDdZoICEiCgqKZqAJ4gszFtTe6nxFN1pkZ3seL66dZ6unf35/ew4PZ/ZQbG6yUboEgkImOYKjvTT0wDPAfQKbiY/z9/Z/FsWsggCvplO3qwH7rjQJ7UzMcTM3gui3OdeSHU1qCJ8cfx1QNLhSusFq4zN7ELIeLEdz19hczsGxaV24QTTzAhJlmoWdacau+RlSLMZqcQRMlyqUbuE4dUVTYEhXO9AxAvbjwIh+d/igHs4cQfYf1Hku6iGKyULjUDcwpM4tVG8zvW7VNJElHUjQc36dmV/AFga/c+BajkRwNq9LXDiqJErVdzD2qdh1dNvjm9W93g/uQmefi1nWudnL2NafB/7jyV/z0gc8iApd7pmoB5ssLmJLKlc0LeL5LTI1zZOQB4pEE3t49bLVKyIJE1kgjmxHKtVXmN7dVLVVJI6KaHSeqNn7gUbEqvLR8qhtwVmurNJwGT019GEmQuh1EMSPLVqvMt1dOo0oKT48/Rqt8qyvC5Tp1fM9pm2O/jXZtWdZJxCf7ipHJxDRK58mvYVW5vPJaX/poKnsQVZRZLmwPxAWBz0ZlkWRqlueufY2SVUYURD41/VHmN7cdthp2lctrbzASn2R5x4CT3rNabzoNTq+83k3HGLLBY6MPYdeWuu81Ex9hVTGZiI2yVniz605m6ilS2jQgslC80bcAsNwWZb/VF9wBFqsr7I+NsnU7xRgEbFaXMNQYhjbYg/9OEwb4DyCi79Aq3eB2LlHQUiTU2ECQzxppPN+j7tS52FPAK1plSlaRUyuvdt1pslIcd30w1+haTQruysD29eoy+dg4reYWbuc9BDXG5R3TswBXClc4mjvIxY4U7m1aTr375aNzNoIg7JIbD6it3sROJXlp8btkzTyXa6tsNLc4kJphfUfBcqW+ztHsAbY6XqvDkRzT8QmiqontW8g99YNcNMe3dmik+wSs1NZJ71JEm05McGF9W/ukalc4u/I6k9n9/PfLX93WjzHS/NTcJ5jfvNT38z4BTWvwZtz07IHhtNvicaudm48sKtQR+PZSuyNIQKBhlRF25OhbrQJmdAhF/Lv3a4uihGnmUNUYfic91duCWGpsDNQG1iuL5CJDA++lqBG+s/gypY4dnh/4Xa357j6dJ4OdfqeiIJHuec9is9iXa59NTlMu3+p7L6u5yb7MQQrFa32fr0ariGlmkZUIjV0WRC1vUFBtKjZGsT4os1yoLZOK5N/1VE0Y4D9gBIFPo7ZKb6FIsMs8PXGCP7/xXDfATMfHWGlscrF0kwPJaRRR6UvhuL7bZz3m4oEkwY7pRwERXYnQdBokzRyKrLcLbZ0pUau3iBgEu7aOSaI0MPK9/f7bw1jF+jqx+BR2pf8LpSgxmm6N11dP4wc+ET3G4uobANysLDEWG2W+p2uj5bbImVmOZA9Stirk9SQ3ttq9+aIgcix3kNMbb3YLzSJC3ySrIiroskZkx0CLJOx+Hrpi8o2Fl/r03TeaW9Ts+kBB1fMclF2EqqQ7tNwJgCpr5GOjKJLGfH0DRZRxOsNmd6wUvwOIooR6B4Npa5dCaqvHgarvfWSdjWZ/Efr2YauSTjw6TKHVDv6W77Nv5BFqzQKSqBDTk5g9K+XajsCsSjK+vZs/sN83tHQb226ga0lSZpbNHYJmSS2BKIh9N1rXd5GVSHfgbPv39vbbv3uEAf4DRhAEeO7OzgWfRBDw0/s+Tcuz8PyAM4XLfHu5vWK+WrrJE8MPULIq5IwUtudiygazyRk02UAQBAp2jfzUEML15bbBgqYSeD5KNMKoPI2qxji7cZGyVSahJXh09CEkUUZRo7gdOQXfrnIgPcd8dZmkkcH2LFYqS8ymZlFlnXa42o5IW7U1xjJ7WSy0g6/rOziiSDQzQ6u60S5uaQlaW+v4sXg3IHueQ1QxqTkNFmqrHEzP0nSabDQLCAgczR0gY6QYiw2zWd/gez22eH7gc23rMvtSs5xeP8dyZZkj2f2c2byIgMDjw8fRJJlaq0xU1nhy4kN8e+Gl7k0ouosKoqFGWevRj7nNQn2dpJ6i0nmSgHYR0lBiTGcP4nk2XuCzWVshbaSJqzF0Rcf1PbaaW8wkp9EknYyRptJ5SklJKp+a+jBfvfkCbuBR9xyiO66r2hHaejdJRfJs7VjZZqLDGFpbVbPaaScVBJGonuRoZj95I4kAKLIBBIyl9hCICn9947nuDfbMxgU+O/dJRlOzeJ7bkanwuivlRMceMaJGSespBEEemNiGtrvVzslUAFU1kUSJ8fQeRFFGkTUc18IPPNJakv9l36coNIrcrC6z0SxyMLefiKhwbe309nsjkIuPvyeSBeGg0weQRm21r89Y1JLMW2VudR7lDdlgLDnD/3Xz+e4U68/u+wwXNt6k2CqiiAqPjj3G1+ZfZKPZDj6ziXEezOwnLydYb22x4ZTIm1lGYsP4vsdfXvta3xOAIir86J5PoHg+rl3HF3wa1iaunuU7a+e4VLxJXI3y7ORJ9iTGsa0yDafJQvFa55gkZnKHSJgZLKeJ7baQRAnB9xBFERG5u11BInB93qhfZyja1j+XRJmy3eCFldcZN3J8NP8gvu8giRIJPUFL8tmotztx3uxJqdzm0fHHMVCQPA9BFGnis9BYZ6myQKVHU2cuPcfe1BxNt4mpGCiizOtLr/StJI8MP8QLq6e7Zhp6J7g+PXmSufgYNzcuUOvknqcyB9BFkUp1ATra8onELIoSpdgssF5dRBIkstFRIloMfIfVzf7hJ1nSueXYnN68QEQx+em5Z7Eam21tmMgQshpFkTSktzno9P1wPYdCbYXl4nX8wCMVGWIsNYummHieg+20cAMXWVKRRZnlwmUaVolYJM9Wq0ypuUVcT7PYKrFU679RTMXH+Mjoo6yVrmM7DaJGmmxiEk0xsdwWlWYR167iOjVk2SQRGaLe3ESWDfzAR5E0DC2B61tUGwW8zqrckA1iRhpF1qhaVS5vnGersYkuGxwfeRDXKlHvpH9UNUYiPoWuRto6NXYdz7UIOhLFhhZ7WwE+HHQKuSOansJ1W1iNTUCgKcnd4A7tIZ716hIHU7Oc37rKkfQcb26cp9RJp8S0GKfWzneDO8D18iIP5g/x7c03uNXT/zybmORodl9fcAeYjU/gFVZpVTrdEqKEOT7H/7j1LW51WtbKdpU/ufo3/NKxn6FWuYkoKsyk5/AJEBEwZRNJlDHUKJ5To9opwGp6hqJVodqz8h1LznHYPMx3Fl7sHoskSPz03k+QaATYV7YLc5XpcV4pn8PxHQ7mDg9cP1GQMAIJe/1G19hDkBSy6RwXdqgoXt26ymxyhqgWw5B1ZFHiwbHHqLRKtNwmcT1BXEvwsfHH+eqN5ziY2UPFriOJEnE1hijI5JLTxN0WpmJiSiqFre2iaxD4VCrzCEaWqz2/e6uxwdHRE/ju7k5Wo5E8a808jw4fR1PjGFqCltNgtXSTWuESphZnJDVLRHtnFkV+4FNulSjUNxEFkUwkRz4+QdLMtVs/Ja27ynYDj7XGOreKN5BEicO5g92+cVFUKXXSNbIkd4XoeqnadTaqi7Q6N9FKYwPLqTOZP4YkSFiNdexOetFxW+0VvCBS6Cngp+PjRIwcNyvL1OyOfrwgcnz0USLA2ZVT1Dvtu67vYFkVWj25fduu0myso4jjNCvLtKqd+pQgEs/NvWeCY2GA/wAiyRqxxCRmZAgQeLNwaWCfilVmJDHN+a2rjESyXN282H0tpad5cxdrvYbT7AvuANfL8xzJ7u/bJiAwqedwNrdzmIHvUapvdYN7L7dV+nzfodXYXq25QCNwick61d7fKyp9wR1gq7FGLRD6bjRe4GG3GrhL2/ldQZbZCurd/YrNLcbjkyz2dIMcHTqGW97oBneAwHNw3cGcLbSLtl9feJm9yUlOjDxA1khhqv255qFIho9PnuQPL/55d0K4ZtcZ1+Os9Gjsf2Ti8YH3V9QYN3Z06wCsVRYYiY0MbBdFmeH4KJPJKZSOLorttrixfrbbYlhrFbm+9gZ7hx9GV9++ONZWY5PvLWynusRNiccnnyBppAb2XS4vcrnTOSSLMg27iqrGQIng9qRSqq0Ss4kJTu0YBjuQnuvz34W2oJvjNhGgG9xvo6om6ztkmUvVFWzEbnCH9k3q0vo5DuSPdoM7QExL4O8Y/ANotLaIqKnt4A4Q+FQ3r5McOYT0Hph+hJOsH1AEQURWDGRFJ6EPeluaionjezw1+gh7E5PsSc50p08bTp3sLl9M+Q4dAbIoMRrdtoZTJQXV63TwSAqSZgACoh/sWizczbKt/bMqFwuXO4XI7S/+bgqFsqjSclvsz+7nQPYgU8lpREHE8xyCnsKwIMkgiuzLHmRPZh9xPUk6kmM2s4+Z9F5m0vsot6oEzmAwN0W1zxoP2q2cqqRhyjpnNi/z5atfp+E0cXa4T/mBzytr5/rkH6ZjQ33BHaDZvYkISGoCUc8gSNqu8s5e4KGp0a464m2yyY45eo/oleU0B/rHPd/FcgcD1w+L4zlc2rjQt80PPBZKuzg/OS1u9tysXN9Fkg3WXIev3HyBRs+EsOPZmILE4cy+tp+AIHI8f5ixSH73Qauez1bbCrFd1wmCoC1pEBkiFR8namaRJY1qqzzwFg2n3l19J/QkI7FxREHs6++/jSwZeO6gRWbgu/h3cB97pwlX8CFkzRwJPdkdixcQOD78IDElwkZ1kRtrbxCRdU6OPswbGxdYra3y0PADrDUK3c6PmBohZ6S7HRpRJcLB9B5USSUqR3h09GEaToOlygopM4UuRqhKAmtOhYpTYzSTIxHIPDHyIN9a3m6HjCgGgqiRiE9R7nXf0TN8+ca3GIsMEfhtj06v06a20yMU2m4+KSPN6bWzuIFHQotzdOgovh+gDY9irS4DAr4iYeFxZvV891o8MHyUjUaRK51H+KyRZjyxD7fa39kRFVSemDjJ66tvUHfqpPQU+dgY//nSV/jM1If57vLrHM/t54WlV1lrbHIwvYd9qRkSWoyWazEbH2M0ksULfF5eO4vYUx2LqjGyRpqy3SBrDFHyXV5ePUvZrrE3Oc2hzH6u76gVDMXHUWSdfGY/jlPH8z0Uxdi2xPNsKq0KtmcTvcNqUngH1oC3Bet2Urdr3RrP9i8UEAUJXdZJmzk836Xh2byy1j63q6UFjqb30XLqlJtblBobHB15iAfyh/E9uz3EJqnIktq2Z0RAljVMNY4qGwSBTzQ6Tt1tUbJrxI0ckmSQiI+zULqB5baHpsYTk5gIVO0KuUgez/dYrS63JbUVkwdHH2Grtobl1ElocRQ9iW2V8bvSDwKJ+Diiv4vcgSi9bSG3t0pYZA0B2gMgt/umo2qMiBLhxsZ5ys1+c4nJ7CHqrkXOzNL0bArNIpIokTPSJPU4S7VVLm9dY0RPslJZYDg2hizKrFaXkEWZPZn9pM0cdbvG39z8Zt8X/6H8MaaTk9TsGlWnScVuMpEYIWeksVyLilXBci2qdo0XVt4gAD6XfQRtfQttcoKau4HrNVHUOL6ks1K6QUCAJCpkk3v42s3n+s4lrsX5+NRHMD0Bp14m8FwapsbfzH+rbz8BgWdnP07TbeEGPnW3xYiWQCxu4HecpNRIkiCaYMMqcb68RFKLsVBf50zhKn7g8+Hh4wybKV5ZPUurZ6W8NznNxyce55XVN7i01V65yqLMo8MPIAsCt7Yucyx/lIgAvlNHlDRsNcGfXvmrvs6Pydgojw8dY6V8g2x0BFXW0GQDWVIp2zVszyauRknq7Va+ltvi9OobXceoudQsCVGiYW2vWjUlwp6h42/bPzQIAq5sXuRqp9vpNsdHHmIsMTGw/2p1leXaKrfK86iiymxmD39z8wViSoSPjT9Cs1nE8VqkI0Oko8PIgsjixvnuE4gqm4xk9rW1blyLhlMnosU6ekQCry69TLGnfvTw6MPc3Lww0Fd/ePhhNquLFOtrSKJMOjZKwsghizIXV17ta2E1lCh78kdwPRsfH0XU0NUIgedQKy5gd/XwBWK5PWjm4BPwD0NYZA35oTAUs0+fo2nXBoI7tB8vZ1LTAESBnJnue30sOowSwBsrr2IqEQQEFjorX8ezObf6Og+MPkrJrvcF94hiElcNLq+cwg+8bsdISk9SaBb57tKrrNbXiCoR9mX2YfkOn8o/irq4SgC0rl3HyGaRElkEQ6dRX2MqPUcQBAjAyi6iXRWrrRleWbzR1pcH6lJ6YL+AAMd3SOhJ/s8rf8WNyhICAieHjvB47iBJLYYvSlxY/i5mZJjvrp/v62mHdpoqCOgL7gBXSjc5ktnbDe7QTkuc3bjA46MP8/DoIyhWGfd2HcJzWHPsgba++eoyHx57lKn0Ps6tvobnu+RiYyw2Cix06hqiIPLM9EeYjI+z1Sz22QFeLV7ngaGjjJo5qs0tYkaKhJl9R8yhBUFgPDmF5VoslucRBIHZ9F4ykUFv1yAIWGtscKEz4NWgieVaiAh8aOQ4hdLN7rmvlm9BALJAX3rJdhtUG5s0PJu127WTatswJp+Y7AvuAJbbHLieiqSyVV/ttnK6vsN6+RZRLYHrWQPzCbbXouE0uLTxJlW7QkyNc3DoKEkjTTQ9iRfL4/sukqwhKYOieu8WYQ4+ZFcEQRzIJwNI4g/+yGx0BkBy0SHWaoNF07XqykBXzaHMXjbKt7rTjX7gc3PzTWpWlVeXX2MsOsQjw8cZi41wZu0MJ4aOEvV7cv5BgLOxgbtewGoVcd06Vn0Vu7GG1VhD28VkQRYkBMfpBncAXRjcT0DAkA1WGhvcqLRz4gEBL66d5fcu/Ckl30YQBQRBxLVKfGTkgb6fV0SZYTOLIQ/qu2iSSmmXXG/NqZPS42S0RJ9JRvu4B/8GIgKSKHJx/Ux3mEqQ1G5wv31NX1j4LjW7vquA2+m1syhqlD3Dx8l32grfKUzF5NDQUT4y83E+MvNx9mb3o+9yPRpOk4ub/Sv9+dItnpo4gSIwEIhd36axy8273ioO6P/XrTL2Liqfu6Wh0maOrdrgBHZxh7TybTKxMU6vnKLaKcpW7QqvLb1M3a4hSgqKHkMzU8iq+cGx7JuenubWrcFCyy/8wi/wpS99iVarxa/92q/xR3/0R1iWxSc/+Un+3b/7dwwNDY4zh7yzqLLOUGKS1fItNNnEUNvTeBFtsCC7E6OzQvF8rz29Sf9qVpJk0kb/SlkRpO5YuCCIyKKC41k0nBZDZobrW+1UR1SJcmL0YapOE3bcbPxchlUDVqqrZLQ4Wc2EVrsNMyHrpPQkxZ5g8PDIg8jVat/RqbUax7IHOdPp4hAQeGT0IeJajOu7dPi4vtf2+Qx88olJVks3mNHT/OTMU5zeuk5WT3Ji6Cjj0TyFVglFlJmOjXEgOdlWnBRkJFFBQOBQdh+arBP4PqokY8g6g8ILARnVRJc0JFFiOjGO67vElCgSApa7XYeod6ZFc2aGPYm2tnnTbWF7NrFdBq50SXtHVux3QhIlItr315gXBIG5TiusACyWF6naNcRAIKbG0ZIz7TZZQaTeLNGw66SMBE69P8dvaglW66uIgogmG9iuhRe4GLI+MG3adFtEtQS13vSUbCCJyoAvrSJr6Gp0wHpREKSBVb3ruzTsOpFdrvV7xV0N8K+88gpezwU8d+4czz77LD/1Uz8FwK/8yq/wF3/xF/zxH/8xiUSCX/zFX+Tzn/883/nOd+7WIX9gEAWRfHwCQ0uwVFlksb5B1szjvoWSTT4yjC4piAgMR4e4uPEmumyQNbNtsTIjh6lF+djUR3hl+RR1p4HW0YLPxifwgnYvfkIdwQtcrvbo4NScGreKNzgyfIy4HMEpVJDTSfyIziulK1zpcXjK6CmezB8Cu0TcSPHU5BMUmlu0XIu0kSJjpHGlrR2m3XVmE9OM7BmjbjcwFYOknkASJTKdKcheEmoUx65xvnSdbGSIocQ0davEqGpybN+PgCBRtqqsNwok9Th//8DnqNVXaTQ38GjfzLKZAzw5foKXVt9gs5M+0CSV8dgommIQi03g49NqFPC8FrJT5cf2PMuNygJvFi6jSArTwxOIoowqadieheu7ZBST6fgEeT3BQqczRZM0SE6TMlLMpma4XmxfL0mQeHz8xIC8wnvNWqPA8yuvtW+aosyTow+h1guMxoZx3CbXCpe7q/ih2Chpc4iUmQFRwfbbqT2ZgHgkT8N38QIoW2Xi0RSqKGHIBicmTlJsbuEGPpIgkjGzRBSDqlXD8Wx0SSOqx9EklVubbxIzs0iSTuC7JCN5dMVg3/CDbFSW2qk7I3NH9czb0twNp4UkiGjy25Nh/mF5XxVZf/mXf5mvfOUrXLlyhUqlQi6X47/+1//KT/7kTwJw8eJFDh48yEsvvcTjjw/2A+9GWGT9u9N0mrw4/wLNnh7fiBLl5OQT6HfII/q+R62xQbF8s7NFIJveS7G22pGAFUjHxkjHRrF8l3KrDALE1ThNq8rFwsXulKciKozEJ7mweWHg95wYe4zNxhqH0vuolm9iqTG+cuvbA/v9yPRHGYvkaPku51deo+nU2zev2CgjiSk2auuk7YCgXAQCtGQeKZXj5dXXWa2tIgkSh/OH2JOaBQRe37zIV2++gOO7JNQYPzX3DOuFS932RlEQSRpZ9uQOUXNbfPX6N9lstQtse5PTPDlynOUd56PJBpuCyt/29ImPRnJ8ZuwRgubt4RkBMzaK73voRpo3Cpd5cblffO1zc58kKqmcW36VgIBMZIiokebiju4aU4nw+OSHEQWRslXB9iyiHRvE9zJ9sJNiq8x/Ov8ntHaYkv/9Az9GTk9yauE7A1o+x0YfRRQVXph/AavTQpo1Mjw89ggX1s/3GcUktASPTjyO5Vl86+a3ui5X+cgQo/FxXl19A9uzOZzdz4HMXgxZY7NR4OXlU2y1SkSVCCfHH2M0OowgCFRbZeaLNyi3imQjQ5hqlDfX3+j+vrSRZX/+CFdLt3hj4wKaqHBi9EEmYmMob7OL5p4rstq2zX/5L/+FX/3VX0UQBE6dOoXjODzzzDPdfQ4cOMDk5OT3DfCWZWFZ2wWXSqWy634hP5iaVe0L7tC2eavZtW6Ab9p1ys0CNatMwsgQU6M9wZ12P3Gj0NX3hoCt6iKiEuGlxZe7X7KYGuPY0NG+EX7Xd3fN+SuiQsOuYUo6tcoCge/i+oN94AAeAYKocH39HM3OgIsf+KxWFtGVCN9YfJm0nuBQaqZtah0xubFxntVOYPACjzNrZ0loCcbio8zFRvnc1IdxA7+tS+9Zfb3rfuCz1Vhn0p/je6unu8Ed4EZlkUczcwPHKIgSC9X+fO/J/OGe4N6+bo3qEsnsQewg4PVdVDff3LzMj8x8lOMTJ3E8B1VU2NzNTcipY7kt4nqiz8rxblOx6wPBHdpWh0nF3FWozQ98zq+d7QZ3gM1mgUqr3Bfcob2Sr1lVFqtLfRaGmUiOb85vZwVeWzuLHwQcyuzjufnv0OykvWpOnb+9+TyfnfsRNEnh9aXvddM0C6UbxNQ4D40+xnp9jaSeImVkOL91lZc6N+Iq8BfXv8GPz32Sifjo3/1C/RC8bwL8l7/8ZUqlEv/gH/wDAFZXV1FVlWQy2bff0NAQq6uD8pu3+a3f+i1+8zd/81080pDbWG6LK2tvdANnobbKvtyhvn00LU5xh0a2rsa5vHW170tWtavd/PFtbrsVxdU4lZ6Jwv3ZfaxWF5lL7cHvTKyaokhEMak7DURBZCYxhdEZMrJdm63GoE58pVUkocXZaG7xfGf8/UB6D9YuWvBLlSVSRooXFl7qsyvMjT40sO9IYoq60+JGeaFvu+u77OZz5Hkus4kJLhdvbl+jOwyNBb6DIKoDlocAOSPDteINXll5Hcuz2Z+eY3KXSVZFUvuGnN4vGLK2q/CXKeuokoYkygNBXhJlNhuD3V7WHaaKXd/t2z+hJVjbxSP4/OZFRqND3eB+Gz/wKVsVInJ/Dh7ahVVZUjg0dAxoTyK/vnaOnVzcuvrBC/D/6T/9Jz71qU8xOvr2Tvyf/bN/xq/+6q92/12pVJiYGOy1DfnBRLUohmzQ7OlGMBWzq4jYtKrd4H4b1+8vSvm+gyLr6FIcWdY7X1CBrfICgiAwFhsjrsXYam6xm8PEenWFxycep2JVqNlVZFFms7aC5bawPBtNlAl8F6wyT489xqsbFxiOjfJXC99jubGJJir8xOxHyUSGgbYnarGxie1ZaHL7htBLRIl2pRF6iWkxWm5rwIt2qbrGaGKKlY6Wz3BiitVGAaHjhrWy4+ZmBwGpxBSW28J16jh2neH0LDlRZSY+zo2O4Jh3B7cNQVQwFYPHRx/i67de2N6OQNZM8Y2b2z38FwqXyZtZknqKUo90w+GhY30tse8X0nqCj40/xjcWX+5uO5CaJWcksT2HffkjXFw70y3GjyWnMZQIGTPD+o7rbKgGmqThBh6yKGG5FpIgEdNi7E3P4fkOAuAGPhvNwS4mWVRQ73ATbN8c7/D36dku3rbH3KFGLIvv3c31fRHgb926xde//nX+x//4H91tw8PD2LZNqVTqW8Wvra0xPDy8y7u00TQNTXv3NR4+CBiKyWMTJ7lZvMFmY4NcJM9UcqabntmteFNobDAcHafhWSAIuHadeGycCxvnqVhldNlgf3Y/U4kpElqMYm2Fcm2FhJYgqkZ4aPQxlsvzxPU4ru8xHB9DERVkSSaqxmg4ta4OyGZ9k5HcIerVRdCTuJ7Dw0NH+f9e+iuWO6s0y3d4cfUMP7f3WZZKN3F9h1xsFAGIGem+pwhFVJhNTtKMZPlOj29q1siQi+QAgZSewPFdZpLTiIKA67lEjQwPxsfxfJeq02B94wICAsfyh9hoFHA7KZxhM4soynxz+RQlq8KexCQPDx0loqcQBIHPzT1NoVluF+6UCIqs0Wpst+VFYmPIndbCqdgon5/7JCW7RrFVYn9qD1e2BvVoXlj8Lj+x79PYbgvHd9oWgeq77yT0d0EWZR4eOsJ4bISSVSGiGKTVOKdXTrNSWyGiRDg6dARdUtEkHVONIksyR4aO8O1b3yahJciY7WGmmBrn4fHHWK+tYXkWcS1BUk+iSRqSZ1OsLXV+p8KBzH5uVZaYSYyjigpXy/M8kD9MUk+yN7WHKz3SCTkjS0pPQuB3C9q3SehJFFGmXFtDEER0NcLJkQdZb2wybKQR2s6ypN/DtNj7IsD/wR/8Afl8ns985jPdbQ8//DCKovC3f/u3fOELXwDg0qVLzM/Pc/Lkybt1qB84YlqcI0PHcHwHRVQQBIG6XaPYKFC3a4wkZ2lYle5QlCQbXGpscHrtHD4Bz059mEurr9PqrIpbbpMzq2/w+OQTXFx5vdv3Xm0Vsd0Wh0ceRDJTtKwSEdkk8H2+tfAtqp3cvCZrnBg7gSxImIqJpujUfIeXF75LQMBIcpqlHemYz0w8xsW17eLXQukG06k5UnqaH5v7BLfKixiyznhsmIyRxNPjPDPzcTYam0TVKNerS/zXi3+OLEo8OfYoqiBwaeMiXuCxJ72XmlOnbFVJ6nGandbEgIDF4k0+P/cstmchIKDIBl++8ldd7fJLxetU7Bo/uucZdFnDkHWSmsfLy69xuXidydgIxzP7SGsxNlyLC5UVhOoqc7FRTq2+zlp9A0mQeHj4OAkt3m1P7UXtpGN20xt6P6JJKpOxESZjIwRBwLn1c6x0+tHrTp0za2c5NnQcSaZ7HdNGmg9NPsEba2c5tXaGmBojF8nxytLL2D1plEfGHkXCZ7O2re/j+g7VxgZPTzzGUvE6nlPnRO4A+dgIqqTw0PAxxuOjrNc3SRtJ8mYOTVJotCoczB9mo75OpVUmFx0mG8mxtL4twieJCpOZA1itIis9NoIRWcM3M7ua27zT3PUA7/s+f/AHf8DP/dzPIcvbh5NIJPiH//Af8qu/+quk02ni8Tj/5J/8E06ePPmWO2hC3hkEQUDtiCk17DqvLb7cDdgAU8lZDCWCrhg4gsSrq9vBtGE3+vaFdvCznOaAZVvKzFAsXd+e2vQd5svz3eAO7dzq1cIVdEFiLDVJQkhzZvVMN28r0A4SVueLPWSk8XdJuSyUbjCamCCrJ6BVom6V2SxcInDGScdGyUayZCNZXl55ndc6eVTP8/B9r6u+OZPaw9XyLbZ6eus/Mf1U9//3pPdwYe3Mtn9rYrrP+QnaSpNVu4be6T9fqq5yudgOBvPVFearK5wcP8H/fvHPcXyX45k5SrU11js3MS/w+N7Ka6SMJFPxcc5tvNmXJnt05AHM92E65q1gezbz5W0Vz3xkCF2N8pc3n8f1XSaiI3x44gSmrPPS4ve6Fou2Z7FaW+kL7gCXNi5yeJcit6ZEudHT2bRamUcUJSZSezAUg6nEBFM9kgrl+gbLhba6qiqbjJgZctER1ktX+97X8x3qdpVSt8GgzfXCJdKR3HvSH3/XJ1m//vWvMz8/z8///M8PvPZv/s2/4Ud/9Ef5whe+wEc+8hGGh4f70jgh7z1VqzIQsOfLN5nOHWYme5g3C1fv8JP97LZ6iShmN7gDSJLG5g6rNoCtVhFNNTi/crqTF9+uAxRra3x64kT3337g72qNJosyQeBTb5ZoOvWO+mBAobJAoyM1W3eaA+cjdG8kAqIo9QV3gOulW8yl5xiODlO3a30Tu+IuLYgCQt+1uFXpL8wOR4b41sobXemDffHxbnDvZaW6RsZM85k9n+CBoaPsT8/xiZmP9wWmew1ZkIn36NGnzSyn1s7idq7FQm2Fl5ZepWJVu8Ed2k8tuxVZa3YNbcdTjqFG+xyzbrNWXuhLv9zG9Rw2e7wTbLdBvbVFy623rSh3sLMQC7ftAHcrt7/z3PUV/Cc+8Qnu1Iqv6zpf+tKX+NKXvvQeH1XIndgpMQB0i16SJBNXo6z1BKDrlUWmY2PYXrvY2rAqBASYagxDibSFyiJDCIKAqUTo/Tp4Xou8mUEApuLjIMB6vb0aspy2fkjge6SMNMXOjaDpNonLOv/kyE+y1iqSUKOMmVm2aqvdVX5MSzCbmuXm+jn8wGMstQeRAM938IOAequEKhs0rTIfGzmOA3xv7U3WmwUERA5k9xNTDBRR4eTIg7y+/iYT8VESWhw/8BmJj7NcW6fe7A/EqiBhdiwOZxMT2J6DoRgkejxD82aOaz0yuoass9na/nfNbaHLGq0dASyqtb1PM2aajDmop3MvIkkSh3KHWK+vo8t6dwisl5uVRR4dPt7XfVO1a8S0OJIgMRIbQZFU1mprJPUEETXBUHyqKx3sdmwPoa1VE9FT2L6LKirtJyG3RdVq13yiahRZFAeePAEsu0bczIMgIAgSvu9Sa2xgKBE0WWciPoksSDQ9i/X6KtouMg3vBnc9wIfcW+xWoIupcXTZwPVdDmX3kTGSuL7Puc2LFFtljuQO8TcL32WlvsnB1DQfHXuEiBbl4PBx6o0Nah3tGtnIYehpPN9FFGVsu8Z4bISUrFNvtrskRrU48dgYa/U1kkYaUZLYl9nXtcm7WbrJaHSYITPFsBZBFhU0NcKD4ydYKN3Edi1m03PMd9yPxtNz1KoL+Lf1WwSJTHovV1df7xs9f2L4KF+df5GEFsGqr1Pt9LfLgsIzU0/yxuobrFeXUUUVWVR5YfkUHxk53te9sli6wY/OfoxSc4vlyiKmpDCXGO+7ljOJCZpOkxuVecpWlUKzwIn8Ef7nrXZ3zLdXz/C/zDzFufXt9jtTMRmJ3J/yHWkjzdOzT1OxKhRagzMthqxjyAYHsvu50GNK03CaPDj6EFcLl7E9m7HYOBPJSQIBCs2triFMwkgzmZ6j2irjiRovLb/WfY89yRkMWeNasf0UF1fjPDZxgnRsjPUe9yeAqJ7GDVwWC1fwfAdF0hhNzWJoMY5lDtEqL7W9jyWFkaEH7jgo+E7zvppkfTcIJ1nfWTzfY7O+zsX1c9ieRcrIsD9/GFlUeHX1dFcVUZVUPjx+AklU+A/n/xS7p395xMzyvx75AqLbYmNrW1hKFBRiiUlWywu03AbZyDBRNcJ6qb87xDSy3Kytko8MUWpudVfvAgIPjj0Gns1S8Up3/6ieYip7EElS2mqFpZtsVBbQFJOMkaK5I0eqa0kqbpNaT/pFkTRi8Qm0wGOrJ40SMTJcrix1NW4yRoYt1+JmZYkTQ8fQBJ9Cp4VvJDZGRI1ydYeD1qPjJ8lGchSbW1zavESlVWE4NkIukicQhLZ37OobnNq4AAh8durDPJCZpdQqo0kaeTNLQr//P9vFZokvX/3rvt70Z6aeZF/HNH2tvsFidZmUniRrpHhpoV/S5ED2IIYos7QjOE+k9mBoCf7m+jcGevAfGj7GhY1tT9vZ1B4OZw9SaW5QbRTQjRSCIGEoJjfWztDbWyYKEvuHjlNZ7/97C6JMcvjtOTrdc5OsIfcGkigxFBshYaTwfBdN0pAlhfnyYp/kre3ZvLLyOvuzB/uCO8BKY5OyVUN3+hUNzWiey+vbfc4Vq0jgDRZIW1aJfZn9OL7LzZ7fGRDQtGsUq/157FqrSNOuETczILSHY6AtqObtljd1G2iySY3S9jbPYtjMsby148sqaX0CZi23RaLzlPPy2hlm4uPMJmZQJYXJ+BjfnX+BnSxXl1AljRduvtCdir22dZWKVWHBrvHCyhn2Jib4semPMBEZ4kByClVWGI+9N8My7xdSRpIf3/sjrNTWabotRqI58kYWaAvcTScnmU62RdXOrg0apTedBo1dCu6F+hpDSmQguMOgO9habZWDuYOkYqO0Ap+za+0C/6HsIXY2DvuBh7dLLSDwXXzXDi37Qt6/6LJORI0id4ZBCrvkR6t2bVfJYWgr9Kp93R0ClucQBD6iIJGPjXW0VLKIO6Y2ZUljsbzAta2rHMgfZSQ2Rspo9xYH+N0bRC+96ZaYkUYQRJp2DUWNAgKSpHWLsbqWor7D0zNp5pElhVgnoHSPOgj6HKTqTp2RSBat03V0o7LINxa/R0SNokjKwLlAW7a4bJX7JA8ANurrTJhtzfQr5QX+4tZ3+M+XvkLFGZy0/aCQ0hMcyu7l4eGjjEaHke+g6bKbfWTDaexqIh7TEkRUc9fpYHnHtoyZ6fjE1nhzbbt7i04B3dQSxCJDGJ2bvCDKbXXUSAYllkfqfOaFO0wqv9OEK/iQd4TkHXxdh80MSTVKqUd//FhmL1kjgRT4SJKG1+lWEGgPnkyl91KpLVNubSFLGpnEFLXGJrIaJQh8FNng/PIpxuPjSLgYgk9ENZlIjON4PpoSIW5m8YMAQRDwPAu1p6hlajHmhh+gWFtHUWNERZWWU8OQdGRRxtBTeJKC49m4gY8maST1DKIoEdFTZJKz2G6rPaXoexwfOs6plW3hr5XKIj+171OsdywNRyN58mYWSRTZm93P+bUzqJLGWHwMWVTIRYb6WkG/Hy3PHngiChlkODrClcLlPlngoegww9EhSo3NruSBLCoMJyYx1ShPTJzkxcXv4vouoiDy0MgDbFS3ZVE0SWMusxepMxnbu+KvWFVSyVnObF5ivVlgNJLnWHY/kmIgJEZYKN/E8SxSZp58fBZJCYusIfcQOTPDeGyUxR73oI+MP85QJMP/8/DneWPzMtcrSxzP7uNAcrrb951I7qHhNFBECU1SCYBSZb7bqeB6VttOMIAba2eRRZnp1CyjsTHSWrQvH96wykzljxLVIpxfea27Io5rSXLx9qO703lkNtQYWtJktXiNcs+0qKHEMIw0Tdfm0sabBB3t8aMjD5JXNLaaBS73qDOOxCeYSs8R0z5G020iIpA0kkTVKHkzw2azRNmuQXOLnJFkODaKqZhYdp3NygKNwEMTBJKRIRRR6etSGo6O8Eax3y9hLj5O6n06ifp+Iqkn+fDkR7hVukHDaTKVnCYXyaHJGsfGTtDoLDhMNYqhtjuQxuOjfHruEzScJrqsEdNijMdGuwX8mBbrynRoO3RzBEnha/Pf6Tp2XSvPs97c4nOzH+d6YbvHvlBfxQ88po0k0nsg3BkG+JB3hKga4amJD1GySlieQ0KNdVf1WT3JQ9n9zMVH0CQNTZIJgoDV2hrfXnyJlttCFRUeHz9BSotT63GBkiWdol3nWmf4x/ZsLm9e5Pjwg1SrizuOIsBxLa5tXelLd1SsEk27RtMqs166SRD4ZOLjxPRUX3AHaDpVWk6Nixvbao1+4HN25XUem/gQVzb6VRybbosLW9f53tpZREHkw6MPk5NU/MDnXOEq//XKX+H6HiICPzbzFI8NHUERRG71TDauVxYAgSenPsK14jVKrRITiXGGoyP4SoQr5QWansXe+AQ/s/dZDCWU4vhBCIJA2kyTNtNt28aeGQRDjXSD+s6fiWkxYj1tqxE1QmSXfU01yoH8US50JledwB+wY3R9l+ouqctiY4NRt7XrMbzThAE+5B3DUHQMZVAnaKGyxDduvdBd7YxEh3h89BGem3+hO7Ri+w4vzH+Hz+35RN/PalqCyzvMmgFWqytk1UifSTS0DTQaO+zoREHE9x3WejRFNsq3uiYjO7mTLK3tWX35fVlUsASZb/To0H/52tf5yb2fJKHFu8Ed2mP1X77xHHOJCZr1Qdu3zeoSQ4kJHhx5EM/3urnlJ0aOcSA5he07JLUYxntQmLvfeDc07kVBZDQ+TkJP0nKb1Hcpprq+1y3o7/zZ90p3PwzwIe8qNbvOtxdf7stXrtTWKFuVbnC/TUBA03eImTmqt4elAg9FVAbGzjVZI2ak8QIIFJOGa2HKKqKkEdMSVDuBX0AgaWS6evSKpJOI5ttvIgiostHn3SkgoEiD+VEBAU3S2xaEnaeDhJnldPEWD+UPEQQBF4s3aLotXlk7xyPDRweUNQFKVo3oLq4+UqcYJwjCQOEwY9wbOjIfNCRRIq4niJOgZtdJqHHKPbLWGT1FTE8OyByPJGfuuLh4pwkDfMi7iuXZfYqNt7lTd42PQC4xTczI0nJqaEqUg2qU15ZPMZGYQpFUREFkODqMJqlcqq7x0uLz3Z9/IHeQR4eOcGH5FKnYCDXPoeq7GEqUmKAgKxpLnTSNJMpMZw9Rrq3guC0MLUEqMoSimEwlZ/vSKPvzh4mo7eGs64XL6EYaSdI5lJ7lzcIlRERODh9lsbZOTI2SVGKICAPaM5qskNLSrFcW+54GxtNzKNJ7a+cW8s4RVSN8Zs/TXC3eYKG6zExiktnkFFEtxv7hhyjW12k5DdLRIaJ68j1bwYeDTiHvKk2nyZ9f/WuqO9Imn97zLMvVZW6V54mpMcpWmXwkx2Ojj6DvGON2fZet5hYvLXyPmlNHQODk+KPEFJP1RoGSXee7q2e6srw/e+DHUCWFP7ny1xR72h3/Hwc+y1LhYt97S6LMVO4oN8q3WKyuMBIdZl96DxHFoGbXsFwLXTEQBZmIYiAgcGrjAn96/Rt8dvIk53qGYHJGhqO5g9yqLKFICqPRYf70+jfZ7PTJPznyEJ+YPIEuaTTsKqX6Bq7vkIrkiWjxXR/nQ+49dub83w3CQaeQ9wWGYvDU5BN8/eZzXf2Uo7lDpPQkuqQhCRJr9Q32Z/YyERsfCO4AfhBwevUstU7/94NDRyhWl1ju/FuRNH5k6gm+0jG7aLgtilalL7gDXR35XmJGjm8tvESpk9IptkrMlxf51J6nSRlpFqtrfOXGC6w2NtmfmuGB/EH++7Wvcywzx2JlW3ZWFiRmU9N8rceE483Ny/y9uWcpO01iaoRhM43ROb+IFt+1Jzvk3udu+truJAzwIe86Q5Ecn9v7aap2DVVSSagxLM/mW/Pf6fZ/bzQ22KxvcTh/kIXKErZnM52YJGdmsdwWGx0DD1MxkQj6nKQcz8J36oxFh1iqrZHUYlwpzQ8ch7vLw2ogSt3gfpuaU6PUKtNwLf6PC/8Tu9O6eGr9PEk93u5F9xzMnhX3ZHysb5IX2jWFi1vX+MT0R95XX/qQDw5hgA95T4iqEaI9bWHrjY2B4Z7h2BB/df1vu8Mpl7au8rGpJxkyc0TVSLuQpcVp7TIU1LSrjEVyHM8dJKUnGY0MShBsWlVGzDzFHiPqOxW7AmCjudUN7rep2XWiisn54g3+3p6n2VztiI6JCvYuErBNt4VPgHSHmkNIyLtJGOBD7gr+jtV0Qouz3tjsmzwEOLV6mk/PPsuHxx9ns7GJKErIBN0umdvE9CR7U7Mk1BiCIDASzfGjMx+lZLVvBpIgsS81TVKNko2P4np2O7gLMkNmvt0vTVv6uC0tG6e6i07N2c3L/OzeT/L/u/QXvLB6hg8PP0CxUUAWZQ5n9vHdldf69j+S3Y/0Hjj3hITsRhjgQ+4KCS3e57ykSIOtkNAOzOVWkQtrZ/ADDwGB2ex+MuYQhc6QkiKpTKT2EOkZUBER8YOAF1dO4/gucTXKZHwURVaJS2kqdpWW56LLIvn4KH9x41vYvkNENvjC3DNE1ShDpkdUMan1GG2Px4bZEx/n//Pg/50tq0JE1nkwdwhFkqk7DQICTq+fRxREHht+gPHYyLt8JUNC7kzYRRNy19hqFjm7do71xiaj0RFGYyM8v0Pi9Zmpj3B14/yAycJDY4/TznIHSKJKw6njBz5RNUZcj7Na3+R66RY+AecKV2m6Fpqk8rP7P8NSbZUXl17B8V1OjD7Cn13/Rl8zoy6p/MKxnyGtJ1hvFHhj4xLz1RUOZ+bYn5oh9X2keYMgoO40EYCIem9a5YW8/wm7aELe96SNFB+e/BC2Z6NKKq7v8vjYo7y+egbXdzmY3Ycuq7s66NieRT42QtWq8N2Fl2h2VtmKqPDA2KN8c/5FylaFrJHmqbFHWKytIwBFq8rLK691LfBqTmNAJLbl2ZSsKmk9Qd7M8OzUh/B8ry0u9gMQBIFoGNhD3ieEAT7kriKJEoZodP//QGYvk/Ex/CDAVAwaHcnhnVrdamdkf7W62g3uALnoEM8vfJeyVUEWZWaS03z52t92Xz+9cYGPT5zg5eW2+qOyS++5gIC5o13zrQT3kJD3G2H1J+R9h6mYRNUIoiBiKhHmsgf6Xh9LTBLpKCpu7XRjUsyuAcd0YoLX1t/se93xXVbqmyQ6PeiVVoV9iam+fT4+8RhZPfkOnlFIyN0hXMGHvK8RRYmRxAQJI0XTaaLJGhE1htIxGhmOjrBW29bs9gMPVWq3LOqSRt0ZdPCpOw10WaNswfXyTZ6e+ggnR45TdRqk9DgjZvaORhIhIfcS4ac45H2PLMrE9STxXVbVuUie0dgYy9X2VGm1WeJDo4/y3MKLLFVX2Jea5sxmv83e4exeDFGllqyTNdJkzTRqqAMTch8SBviQexpTNTk+8iBzmb34gY+pRpAFmZSeoNgqE1UjBEHAucIVZFHiidGHmImPY75HrvYhIXeTMMCH3PMokkLSSPVtG47mGe7IAo9E83xo7CFEBBJaLJQNCPnAEAb4kPseWZRJ7+IZGxJyvxN20YSEhITcp4QBPiQkJOQ+JQzwISEhIfcpYYAPCQkJuU8JA3xISEjIfUoY4ENCQkLuU8IAHxISEnKfEgb4kJCQkPuUMMCHhISE3KeEAT4kJCTkPiUM8CEhISH3KWGADwkJCblPue/Fxm57ilcqlbt8JCEhISHvDLfj2e34difu+wBfrVYBmJiYuMtHEhISEvLOUq1WSSTurJQqBD/oFnCP4/s+y8vLxGLvHx3wSqXCxMQECwsLxOPxu3047zjh+d373O/neK+fXxAEVKtVRkdHEcU7Z9rv+xW8KIqMj4/f7cPYlXg8fk9+uN4q4fnd+9zv53gvn9/3W7nfJiyyhoSEhNynhAE+JCQk5D4lDPB3AU3T+I3f+A00Tbvbh/KuEJ7fvc/9fo73+/nd5r4vsoaEhIR8UAlX8CEhISH3KWGADwkJCblPCQN8SEhIyH1KGOBDQkJC7lPCAP8u8q1vfYvPfvazjI6OIggCX/7yl/teD4KAf/Ev/gUjIyMYhsEzzzzDlStX7s7B/pD81m/9Fo8++iixWIx8Ps+P//iPc+nSpb59Wq0WX/ziF8lkMkSjUb7whS+wtrZ2l474h+f3f//3OXbsWHcY5uTJk/zlX/5l9/V7/fx28tu//dsIgsAv//Ivd7fdy+f4L//lv0QQhL7/Dhw40H39Xj63t0oY4N9F6vU6x48f50tf+tKur/9v/9v/xu/93u/x7//9v+fll18mEonwyU9+klar9R4f6Q/P888/zxe/+EW++93v8rWvfQ3HcfjEJz5BvV7v7vMrv/Ir/Pmf/zl//Md/zPPPP8/y8jKf//zn7+JR/3CMj4/z27/925w6dYpXX32Vj3/843zuc5/j/PnzwL1/fr288sor/If/8B84duxY3/Z7/RwPHz7MyspK979vf/vb3dfu9XN7SwQh7wlA8Gd/9mfdf/u+HwwPDwf/+l//6+62UqkUaJoW/Lf/9t/uwhG+PdbX1wMgeP7554MgaJ+LoijBH//xH3f3uXDhQgAEL7300t06zLdNKpUK/uN//I/31flVq9Vg7969wde+9rXgqaeeCn7pl34pCIJ7/2/4G7/xG8Hx48d3fe1eP7e3SriCv0vcuHGD1dVVnnnmme62RCLBiRMneOmll+7ikf3dKJfLAKTTaQBOnTqF4zh953fgwAEmJyfvyfPzPI8/+qM/ol6vc/Lkyfvq/L74xS/ymc98pu9c4P74G165coXR0VFmZ2f52Z/9Webn54H749zeCve92Nj7ldXVVQCGhob6tg8NDXVfu1fwfZ9f/uVf5oknnuDIkSNA+/xUVSWZTPbte6+d39mzZzl58iStVotoNMqf/dmfcejQIU6fPn1fnN8f/dEf8dprr/HKK68MvHav/w1PnDjBf/7P/5n9+/ezsrLCb/7mb/Lkk09y7ty5e/7c3iphgA9523zxi1/k3LlzffnN+4X9+/dz+vRpyuUyf/Inf8LP/dzP8fzzz9/tw3pHWFhY4Jd+6Zf42te+hq7rd/tw3nE+9alPdf//2LFjnDhxgqmpKf77f//vGIZxF4/svSNM0dwlhoeHAQaq9mtra93X7gV+8Rd/ka985St885vf7JNlHh4exrZtSqVS3/732vmpqsrc3BwPP/wwv/Vbv8Xx48f5t//2394X53fq1CnW19d56KGHkGUZWZZ5/vnn+b3f+z1kWWZoaOieP8dekskk+/bt4+rVq/fF3++tEAb4u8TMzAzDw8P87d/+bXdbpVLh5Zdf5uTJk3fxyN4aQRDwi7/4i/zZn/0Z3/jGN5iZmel7/eGHH0ZRlL7zu3TpEvPz8/fE+d0J3/exLOu+OL+nn36as2fPcvr06e5/jzzyCD/7sz/b/f97/Rx7qdVqXLt2jZGRkfvi7/eWuNtV3vuZarUavP7668Hrr78eAMHv/M7vBK+//npw69atIAiC4Ld/+7eDZDIZ/M//+T+DM2fOBJ/73OeCmZmZoNls3uUj/8H843/8j4NEIhE899xzwcrKSve/RqPR3ecf/aN/FExOTgbf+MY3gldffTU4efJkcPLkybt41D8cv/7rvx48//zzwY0bN4IzZ84Ev/7rvx4IghD8zd/8TRAE9/757UZvF00Q3Nvn+Gu/9mvBc889F9y4cSP4zne+EzzzzDNBNpsN1tfXgyC4t8/trRIG+HeRb37zmwEw8N/P/dzPBUHQbpX85//8nwdDQ0OBpmnB008/HVy6dOnuHvRbZLfzAoI/+IM/6O7TbDaDX/iFXwhSqVRgmmbwEz/xE8HKysrdO+gfkp//+Z8PpqamAlVVg1wuFzz99NPd4B4E9/757cbOAH8vn+NP//RPByMjI4GqqsHY2Fjw0z/908HVq1e7r9/L5/ZWCeWCQ0JCQu5Twhx8SEhIyH1KGOBDQkJC7lPCAB8SEhJynxIG+JCQkJD7lDDAh4SEhNynhAE+JCQk5D4lDPAhISEh9ylhgA8JCQm5TwkDfEhISMh9ShjgQ0JCQu5TwgAfEvI22NjYYHh4mH/1r/5Vd9uLL76Iqqp9SoUhIXeDUIsmJORt8tWvfpUf//Ef58UXX2T//v088MADfO5zn+N3fud37vahhXzACQN8SMg7wBe/+EW+/vWv88gjj3D27FleeeUVNE2724cV8gEnDPAhIe8AzWaTI0eOsLCwwKlTpzh69OjdPqSQkDAHHxLyTnDt2jWWl5fxfZ+bN2/e7cMJCQHCFXxIyNvGtm0ee+wxHnjgAfbv38/v/u7vcvbsWfL5/N0+tJAPOGGADwl5m/zTf/pP+ZM/+RPeeOMNotEoTz31FIlEgq985St3+9BCPuCEKZqQkLfBc889x+/+7u/yh3/4h8TjcURR5A//8A954YUX+P3f//27fXghH3DCFXxISEjIfUq4gg8JCQm5TwkDfEhISMh9ShjgQ0JCQu5TwgAfEhIScp8SBviQkJCQ+5QwwIeEhITcp4QBPiQkJOQ+JQzwISEhIfcpYYAPCQkJuU8JA3xISEjIfUoY4ENCQkLuU8IAHxISEnKf8v8HU5ZecZi7ZSAAAAAASUVORK5CYII=",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# sec = 'Zhuang-ABCA-1.089'\n",
"adata_s = adata[adata.obs['section'] == sec]\n",
"# fig, ax = plt.subplots(figsize=(4, 5))\n",
"# sc.pl.spatial(adata_s, color=['th_Expression'], spot_size=1, cmap=color_self, ax=ax)\n",
"\n",
"df = pd.DataFrame({\n",
" 'x': adata_s.obs['z'],\n",
" 'y': adata_s.obs['y'],\n",
" # 'expression': adata_s[:, 'Zfhx4'].layers['adj_gene'].A.flatten() # Showping is a one -dimensional array\n",
" 'expression': adata_s.obs['th_Expression'] \n",
"})\n",
"# Create a scattered point picture\n",
"plt.figure(figsize=(4, 5)) # Adjust to the required image size\n",
"scatter_plot = sns.scatterplot(data=df, x='x', y='y', hue='expression', palette=color_self, s=20, legend=False) \n",
"plt.gca().invert_yaxis()\n",
"# scatter_plot.set_title('Gene Expression Spatial Plot')"
]
},
{
"cell_type": "code",
"execution_count": 44,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Class_i = '34'\n",
"# section = 'Zhuang-ABCA-1.087'\n",
"cluster_i_section_i_adata = adata[(adata.obs['clusters'] == cluster) & (adata.obs['section'] == sec)]\n",
"cluster_i_section_i_adata = cluster_i_section_i_adata[cluster_i_section_i_adata.obs['z'] < 56]\n",
"\n",
"back = adata[adata.obs['section'] == sec]\n",
"# back = back[back.obs['z'] < 56]\n",
"\n",
"fig = plt.figure(figsize=(4, 5))\n",
"plt.scatter(back.obs['z'], back.obs['y'], s=10, c='#D3D3D3')\n",
"plt.scatter(cluster_i_section_i_adata.obs['z'], cluster_i_section_i_adata.obs['y'], s=10, c=cluster_colors[int(cluster)])\n",
"plt.gca().invert_yaxis()"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"#### ctx gene"
]
},
{
"cell_type": "code",
"execution_count": 130,
"metadata": {},
"outputs": [],
"source": [
"ctx_regions = ['ACAd', 'ACAv', 'AId', 'AIp', 'AIv', 'AUDd', 'AUDp', 'AUDpo',\n",
" 'AUDv', 'ECT', 'FRP', 'GU', 'ILA', 'MOp', 'MOs', 'ORBl', 'ORBm',\n",
" 'ORBvl', 'PERI', 'PL', 'RSPagl', 'RSPd', 'RSPv', 'SSp-bfd',\n",
" 'SSp-ll', 'SSp-m', 'SSp-n', 'SSp-tr', 'SSp-ul', 'SSp-un', 'SSs',\n",
" 'TEa', 'VISC', 'VISa', 'VISal', 'VISam', 'VISl', 'VISli', 'VISp',\n",
" 'VISpl', 'VISpm', 'VISpor', 'VISrl']\n",
"adata.obs['ctx_cluster'] = adata.obs['clusters'].astype(str)\n",
"adata.obs.loc[~(adata.obs['region'].str.startswith(tuple(ctx_regions))), 'ctx_cluster'] = '-1'\n",
"# adata.obs"
]
},
{
"cell_type": "code",
"execution_count": 131,
"metadata": {},
"outputs": [],
"source": [
"# 2. Prepare data\n",
"X = adata.X.A # Gene expression matrix\n",
"y = adata.obs['ctx_cluster'].values # Category\n",
"\n",
"# Convert the category label to a dual classification problem.\n",
"y_binary = np.where(y == cluster, 1, 0)\n",
"\n",
"# 4. Create a PLS model\n",
"pls = PLSRegression(n_components=10) \n",
"\n",
"# 5. Analytical results\n",
"coefficients = pls.coef_.flatten()\n",
"# coefficients = np.abs(pls.coef_.ravel())\n",
"\n",
"gene_names = adata.var_names\n",
"ctx_gene_importance = pd.DataFrame({\n",
" 'Gene': gene_names,\n",
" 'Coefficient': coefficients,\n",
" 'Importance': np.abs(coefficients)\n",
"})"
]
},
{
"cell_type": "code",
"execution_count": 132,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" Gene | \n",
" Coefficient | \n",
" Importance | \n",
"
\n",
" \n",
" \n",
" \n",
" | 334 | \n",
" Nr4a2 | \n",
" 0.009431 | \n",
" 0.009431 | \n",
"
\n",
" \n",
" | 886 | \n",
" Igfn1 | \n",
" -0.007870 | \n",
" 0.007870 | \n",
"
\n",
" \n",
" | 1053 | \n",
" Rprm | \n",
" 0.006268 | \n",
" 0.006268 | \n",
"
\n",
" \n",
" | 929 | \n",
" Synpr | \n",
" 0.006225 | \n",
" 0.006225 | \n",
"
\n",
" \n",
" | 1015 | \n",
" Gpr88 | \n",
" 0.005867 | \n",
" 0.005867 | \n",
"
\n",
" \n",
" | 1040 | \n",
" Kcng1 | \n",
" -0.005755 | \n",
" 0.005755 | \n",
"
\n",
" \n",
" | 818 | \n",
" Ankfn1 | \n",
" 0.005611 | \n",
" 0.005611 | \n",
"
\n",
" \n",
" | 308 | \n",
" Lypd1 | \n",
" 0.005590 | \n",
" 0.005590 | \n",
"
\n",
" \n",
" | 385 | \n",
" Adgrl2 | \n",
" -0.005482 | \n",
" 0.005482 | \n",
"
\n",
" \n",
" | 63 | \n",
" Tcap | \n",
" 0.005284 | \n",
" 0.005284 | \n",
"
\n",
" \n",
" | 66 | \n",
" Met | \n",
" 0.005279 | \n",
" 0.005279 | \n",
"
\n",
" \n",
" | 673 | \n",
" Cdh6 | \n",
" 0.005004 | \n",
" 0.005004 | \n",
"
\n",
" \n",
" | 775 | \n",
" Penk | \n",
" -0.004897 | \n",
" 0.004897 | \n",
"
\n",
" \n",
" | 347 | \n",
" Meis2 | \n",
" -0.004787 | \n",
" 0.004787 | \n",
"
\n",
" \n",
" | 182 | \n",
" Cartpt | \n",
" 0.004753 | \n",
" 0.004753 | \n",
"
\n",
" \n",
" | 156 | \n",
" Coch | \n",
" 0.004689 | \n",
" 0.004689 | \n",
"
\n",
" \n",
" | 649 | \n",
" Satb2 | \n",
" 0.004687 | \n",
" 0.004687 | \n",
"
\n",
" \n",
" | 352 | \n",
" Adam33 | \n",
" -0.004262 | \n",
" 0.004262 | \n",
"
\n",
" \n",
" | 996 | \n",
" Egfem1 | \n",
" 0.004241 | \n",
" 0.004241 | \n",
"
\n",
" \n",
" | 626 | \n",
" Ccn3 | \n",
" 0.004161 | \n",
" 0.004161 | \n",
"
\n",
" \n",
" | 268 | \n",
" Cbln2 | \n",
" -0.004144 | \n",
" 0.004144 | \n",
"
\n",
" \n",
" | 761 | \n",
" Zbtb7c | \n",
" 0.004122 | \n",
" 0.004122 | \n",
"
\n",
" \n",
" | 261 | \n",
" Grp | \n",
" 0.004041 | \n",
" 0.004041 | \n",
"
\n",
" \n",
" | 942 | \n",
" Lepr | \n",
" 0.004033 | \n",
" 0.004033 | \n",
"
\n",
" \n",
" | 507 | \n",
" Trpc6 | \n",
" -0.004007 | \n",
" 0.004007 | \n",
"
\n",
" \n",
" | 840 | \n",
" Efna5 | \n",
" 0.003998 | \n",
" 0.003998 | \n",
"
\n",
" \n",
" | 280 | \n",
" Bhlhe22 | \n",
" 0.003956 | \n",
" 0.003956 | \n",
"
\n",
" \n",
" | 386 | \n",
" Col24a1 | \n",
" 0.003950 | \n",
" 0.003950 | \n",
"
\n",
" \n",
" | 292 | \n",
" Oprk1 | \n",
" 0.003938 | \n",
" 0.003938 | \n",
"
\n",
" \n",
" | 744 | \n",
" Mdga1 | \n",
" 0.003865 | \n",
" 0.003865 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Gene Coefficient Importance\n",
"334 Nr4a2 0.009431 0.009431\n",
"886 Igfn1 -0.007870 0.007870\n",
"1053 Rprm 0.006268 0.006268\n",
"929 Synpr 0.006225 0.006225\n",
"1015 Gpr88 0.005867 0.005867\n",
"1040 Kcng1 -0.005755 0.005755\n",
"818 Ankfn1 0.005611 0.005611\n",
"308 Lypd1 0.005590 0.005590\n",
"385 Adgrl2 -0.005482 0.005482\n",
"63 Tcap 0.005284 0.005284\n",
"66 Met 0.005279 0.005279\n",
"673 Cdh6 0.005004 0.005004\n",
"775 Penk -0.004897 0.004897\n",
"347 Meis2 -0.004787 0.004787\n",
"182 Cartpt 0.004753 0.004753\n",
"156 Coch 0.004689 0.004689\n",
"649 Satb2 0.004687 0.004687\n",
"352 Adam33 -0.004262 0.004262\n",
"996 Egfem1 0.004241 0.004241\n",
"626 Ccn3 0.004161 0.004161\n",
"268 Cbln2 -0.004144 0.004144\n",
"761 Zbtb7c 0.004122 0.004122\n",
"261 Grp 0.004041 0.004041\n",
"942 Lepr 0.004033 0.004033\n",
"507 Trpc6 -0.004007 0.004007\n",
"840 Efna5 0.003998 0.003998\n",
"280 Bhlhe22 0.003956 0.003956\n",
"386 Col24a1 0.003950 0.003950\n",
"292 Oprk1 0.003938 0.003938\n",
"744 Mdga1 0.003865 0.003865"
]
},
"execution_count": 132,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# The average value and standard deviation of calculation importance\n",
"importance_mean = ctx_gene_importance['Importance'].mean()\n",
"importance_std = ctx_gene_importance['Importance'].std()\n",
"# Set the threshold to the average value plus a standard deviation\n",
"\n",
"# Selection importance is higher than the genetic gene\n",
"ctx_genes = ctx_gene_importance.sort_values(by='Importance', ascending=False).head(30)\n",
"# Sort by importance\n",
"ctx_genes = ctx_genes.sort_values('Importance', ascending=False)\n",
"\n",
"# Use the selected genes to re -calculate the weighted expression\n",
"X_selected = X[:, [list(gene_names).index(gene) for gene in ctx_genes['Gene']]]\n",
"coefficients_selected = ctx_genes['Coefficient'].values\n",
"weighted_expression = np.dot(X_selected, coefficients_selected)\n",
"# Add the weighted expression vector to the original data\n",
"scaler = StandardScaler()\n",
"adata.obs['ctx_Expression'] = X_scaled = scaler.fit_transform(weighted_expression.reshape(-1, 1))\n",
"# ctx_genes.to_csv(f'./th_ctx_cluster_gene/cluster{cluster}_ctx_gene.csv')\n",
"ctx_genes"
]
},
{
"cell_type": "code",
"execution_count": 113,
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# sec = 'Zhuang-ABCA-1.089'\n",
"adata_s = adata[adata.obs['section'] == sec]\n",
"# fig, ax = plt.subplots(figsize=(4, 5))\n",
"# sc.pl.spatial(adata_s, color=['ctx_Expression'], spot_size=1, cmap=color_self, ax=ax)\n",
"\n",
"df = pd.DataFrame({\n",
" 'x': adata_s.obs['z'],\n",
" 'y': adata_s.obs['y'],\n",
" # 'expression': adata_s[:, 'Zfhx4'].layers['adj_gene'].A.flatten() \n",
" 'expression': adata_s.obs['ctx_Expression'] \n",
"})\n",
"plt.figure(figsize=(4, 5)) \n",
"scatter_plot = sns.scatterplot(data=df, x='x', y='y', hue='expression', palette=color_self, s=20, legend=False) \n",
"plt.gca().invert_yaxis()\n",
"# scatter_plot.set_title('Gene Expression Spatial Plot')"
]
},
{
"cell_type": "code",
"execution_count": 204,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Class_i = '34'\n",
"# section = 'Zhuang-ABCA-1.087'\n",
"cluster_i_section_i_adata = adata[(adata.obs['clusters'] == cluster) & (adata.obs['section'] == sec)]\n",
"cluster_i_section_i_adata = cluster_i_section_i_adata[cluster_i_section_i_adata.obs['z'] < 56]\n",
"\n",
"back = adata[adata.obs['section'] == sec]\n",
"back = back[back.obs['z'] < 56]\n",
"\n",
"fig = plt.figure(figsize=(4, 5))\n",
"plt.scatter(back.obs['z'], back.obs['y'], s=15, c='#D3D3D3')\n",
"plt.scatter(cluster_i_section_i_adata.obs['z'], cluster_i_section_i_adata.obs['y'], s=15, c=cluster_colors[int(cluster)])\n",
"plt.gca().invert_yaxis()"
]
},
{
"cell_type": "code",
"execution_count": 136,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"adata.obs['ctx_th_Expression'] = adata.obs['ctx_Expression'] + adata.obs['th_Expression']\n",
"adata_s = adata[adata.obs['section'] == sec]\n",
"df = pd.DataFrame({\n",
" 'x': adata_s.obs['z'],\n",
" 'y': adata_s.obs['y'],\n",
" 'expression': adata_s[:, 'Trhde'].X.A.flatten()\n",
" # 'expression': adata_s[:, 'Zfhx4'].layers['adj_gene'].A.flatten() \n",
" # 'expression': adata_s.obs['ctx_th_Expression'] \n",
"})\n",
"\n",
"plt.figure(figsize=(4, 5)) \n",
"scatter_plot = sns.scatterplot(data=df, x='x', y='y', hue='expression', palette=color_self, s=20, legend=False) \n",
"plt.gca().invert_yaxis()"
]
},
{
"cell_type": "code",
"execution_count": 115,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"tmp_df = adata.obs[['ctx_th_Expression', 'clusters']]\n",
"tmp_df['plot'] = 'not in cluster'\n",
"tmp_df.loc[tmp_df['clusters'] == cluster, 'plot'] = 'in cluster'\n",
"\n",
"means = tmp_df.groupby('plot')['ctx_th_Expression'].mean()\n",
"plt.figure(figsize=(6, 4))\n",
"sns.violinplot(data=tmp_df, x='plot', y='ctx_th_Expression', \n",
" palette=[cluster_colors[int(cluster)], '#d3d3d3'],order=['in cluster', 'not in cluster'])\n",
"plt.savefig(f'./th_ctx_cluster_gene/cluster{cluster}.pdf', format = 'pdf')"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"#### other regions"
]
},
{
"cell_type": "code",
"execution_count": 117,
"metadata": {},
"outputs": [],
"source": [
"cluster = '13'\n",
"sec = 'Zhuang-ABCA-1.099'"
]
},
{
"cell_type": "code",
"execution_count": 118,
"metadata": {},
"outputs": [],
"source": [
"# 2. Prepare data\n",
"X = adata.X.A # Gene expression matrix\n",
"y = adata.obs['clusters'].values # Category\n",
"\n",
"# Convert the category label to a dual classification problem.\n",
"y_binary = np.where(y == cluster, 1, 0)\n",
"\n",
"# 4. Create a PLS model\n",
"pls = PLSRegression(n_components=10) \n",
"pls.fit(X, y_binary)\n",
"\n",
"coefficients = pls.coef_.flatten()\n",
"\n",
"gene_names = adata.var_names\n",
"ctx_gene_importance = pd.DataFrame({\n",
" 'Gene': gene_names,\n",
" 'Coefficient': coefficients,\n",
" 'Importance': np.abs(coefficients)\n",
"})"
]
},
{
"cell_type": "code",
"execution_count": 119,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"30"
]
},
"execution_count": 119,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# The average value and standard deviation of calculation importance\n",
"importance_mean = ctx_gene_importance['Importance'].mean()\n",
"importance_std = ctx_gene_importance['Importance'].std()\n",
"\n",
"# Selection importance is higher than the genetic gene\n",
"ctx_genes = ctx_gene_importance.sort_values(by='Importance', ascending=False).head(30)\n",
"# Sort by importance\n",
"ctx_genes = ctx_genes.sort_values('Importance', ascending=False)\n",
"\n",
"# Use the selected genes to re -calculate the weighted expression\n",
"X_selected = X[:, [list(gene_names).index(gene) for gene in ctx_genes['Gene']]]\n",
"coefficients_selected = ctx_genes['Coefficient'].values\n",
"weighted_expression = np.dot(X_selected, coefficients_selected)\n",
"# Add the weighted expression vector to the original data\n",
"scaler = StandardScaler()\n",
"adata.obs['other_Expression'] = X_scaled = scaler.fit_transform(weighted_expression.reshape(-1, 1))\n",
"len(ctx_genes)"
]
},
{
"cell_type": "code",
"execution_count": 120,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# sec = 'Zhuang-ABCA-1.113'\n",
"adata_s = adata[adata.obs['section'] == sec]\n",
"# fig, ax = plt.subplots(figsize=(4, 5))\n",
"# sc.pl.spatial(adata_s, color=['other_Expression'], spot_size=1, cmap=color_self, ax=ax)\n",
"\n",
"df = pd.DataFrame({\n",
" 'x': adata_s.obs['z'],\n",
" 'y': adata_s.obs['y'],\n",
" # 'expression': adata_s[:, 'Zfhx4'].layers['adj_gene'].A.flatten() \n",
" 'expression': adata_s.obs['other_Expression']\n",
"})\n",
"# 创建散点图\n",
"plt.figure(figsize=(4, 5)) # 调整为所需的图像大小\n",
"scatter_plot = sns.scatterplot(data=df, x='x', y='y', hue='expression', palette=color_self, s=20, legend=False) \n",
"plt.gca().invert_yaxis()\n",
"# scatter_plot.set_title('Gene Expression Spatial Plot')"
]
},
{
"cell_type": "code",
"execution_count": 127,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Class_i = '34'\n",
"# section = 'Zhuang-ABCA-1.087'\n",
"cluster_i_section_i_adata = adata[(adata.obs['clusters'] == cluster) & (adata.obs['section'] == sec)]\n",
"cluster_i_section_i_adata = cluster_i_section_i_adata[cluster_i_section_i_adata.obs['z'] < 56]\n",
"\n",
"back = adata[adata.obs['section'] == sec]\n",
"back = back[back.obs['z'] < 56]\n",
"\n",
"fig = plt.figure(figsize=(4, 5))\n",
"plt.scatter(back.obs['z'], back.obs['y'], s=10, c='#D3D3D3')\n",
"plt.scatter(cluster_i_section_i_adata.obs['z'], cluster_i_section_i_adata.obs['y'], s=10, c=cluster_colors[int(cluster)+13])\n",
"plt.gca().invert_yaxis()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "SpaCon",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.8"
},
"orig_nbformat": 4
},
"nbformat": 4,
"nbformat_minor": 2
}