{
"cells": [
{
"cell_type": "markdown",
"id": "23f02b5b",
"metadata": {},
"source": [
"# Integrate RNA+ATAC in mouse brain section"
]
},
{
"cell_type": "markdown",
"id": "75518050",
"metadata": {},
"source": [
"In this notebook, we used SpaMosaic to integrate RNA and ATAC modalities from one postnatal mouse brain section. This section was measured by spatial-RNA-epigenome seq ([Zhang et al., Nature. 2023](https://www.nature.com/articles/s41586-023-05795-1)). It consists of the transcriptome and ATAC assays of a P21 mouse brain section with a capture array of 50×50 pixels, each 20 µm in diameter. \n",
"\n",
"Data used in this notebook can be downloaded from [google drive](https://drive.google.com/drive/folders/1bat-BGO3YAuC5GM9UNNyq4BcD6y6lJw2?usp=drive_link)."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "01ba675d",
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"import scanpy as sc\n",
"from os.path import join\n",
"\n",
"from spamosaic.framework import SpaMosaic\n",
"\n",
"os.environ['CUBLAS_WORKSPACE_CONFIG'] = ':4096:8' # for CuBLAS operation and you have CUDA >= 10.2\n",
"import spamosaic.utils as utls\n",
"from spamosaic.preprocessing import RNA_preprocess, ADT_preprocess, Epigenome_preprocess"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "e187887b",
"metadata": {},
"outputs": [],
"source": [
"ad1_rna = sc.read_h5ad('./s1_adata_rna.h5ad')\n",
"ad1_atac = sc.read_h5ad('./s1_adata_atac.h5ad')"
]
},
{
"cell_type": "markdown",
"id": "79f3c6b1",
"metadata": {},
"source": [
"### preprocessing"
]
},
{
"cell_type": "markdown",
"id": "f9b61e83",
"metadata": {},
"source": [
"SpaMosaic expects batch-corrected low-dimensional representations for each modality as input. Therefore, for the raw count assays of each modality, SpaMosaic performs feature selection and dimension reduction to obtain the low-dimensional representations. Then, Harmony is performed to integrate these representations in each modality (optional, depending on the presence of strong batch effects). \n",
"\n",
"By default, the feature selection and dimension reduction consist of following steps:\n",
"\n",
"- RNA assays: highly variable gene selection $\\rightarrow$ log normalization $\\rightarrow$ PCA\n",
"\n",
"- epigenome assays: highly variable peak selection $\\rightarrow$ TF-IDF transformation $\\rightarrow$ log normalization $\\rightarrow$ PCA\n",
"\n",
"- protein assays: centered log ratio normalization $\\rightarrow$ PCA"
]
},
{
"cell_type": "markdown",
"id": "91f46bb2",
"metadata": {},
"source": [
"In vertical integration, SpaMosaic requires the input in the format of\n",
"``` Python\n",
"{\n",
" 'modality1_name': [adata_mod1],\n",
" 'modality2_name': [adata_mod2],\n",
" ...\n",
"}\n",
"```\n",
"\n",
"In the dictionary, each key represents a modality and each modality key corresponds to list of `anndata` objects. Each `anndata` object contains modality-specific information for a particular section."
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "0754a706",
"metadata": {},
"outputs": [],
"source": [
"input_dict = {\n",
" 'rna': [ad1_rna, ],\n",
" 'atac': [ad1_atac,]\n",
"}\n",
"\n",
"input_key = 'dimred_bc'"
]
},
{
"cell_type": "markdown",
"id": "ea5e2a72",
"metadata": {},
"source": [
"Parameters in the following `RNA_preprocess` and `Epigenome_preprocess` function:\n",
"* `batch_corr`: whether to perform batch correction with Harmony\n",
"* `n_hvg`/`n_peak`: how many highly variable genes/peaks to select\n",
"* `batch_key`: the key in the row metadata that holds the batch labels\n",
"* `key`: the key in `.obsm` that will hold the output low-dimensional representations\n",
"\n",
"After preprocessing, the low-dimensional representations can be accessed by: `ad1_rna.obsm[input_key]`, `ad1_atac.obsm[input_key]`."
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "cd5d5f2b",
"metadata": {},
"outputs": [],
"source": [
"RNA_preprocess(input_dict['rna'], batch_corr=False, n_hvg=5000, batch_key='src', key=input_key)\n",
"Epigenome_preprocess(input_dict['atac'], batch_corr=False, n_peak=50000, batch_key='src', key=input_key)"
]
},
{
"cell_type": "markdown",
"id": "953a023e",
"metadata": {},
"source": [
"### training"
]
},
{
"cell_type": "markdown",
"id": "f1762876",
"metadata": {},
"source": [
"SpaMosaic employs modality-specific graph neural networks to embed each modality's input into latent space. In horizontal integration, all sections have only one modality, thus each section has only one set of embeddings. \n",
"\n",
"The crucial parameters include:\n",
"- `intra_knns`: how many nearest neighbors to consider when searching for spatial neighbors within each section (list or integer)\n",
"- `inter_knn_base`: how many nearest neighbors to consider when searching for mutual nearest neighbors between sections (integer)\n",
"- `w_g`: the weight for spatial-adjacency graph\n",
"\n",
"The following parameters are recommended to use in complex integration scenarios, like varying resolution or size across sections\n",
"- `smooth_input`: whethere to smooth the input representations (bool)\n",
"- `smooth_L`: number of LGCN layers for smoothing input\n",
"- `inter_auto_knn`: whether to automatically balance the kNN during MNN searching (bool)\n",
"- `rmv_outlier`: whether to remove outlier of MNN (bool)\n",
"- `contamination`: percentage of removed MNN outlier\n",
"\n",
"for training:\n",
"- `net`: which graph neural network to use (only support wlgcn now)\n",
"- `lr`: learning rate\n",
"- `n_epochs`: number of training epochs\n",
"- `w_rec_g`: the loss weight for reconstructing original graph structure. If the target dataset contains protein modality, we recommend a low value for w_rec_g (e.g., 0); if it contains epigenome modality, we recommend a high value for w_rec_g (e.g., 1)."
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "5a7a22ef",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"batch0: ['rna', 'atac']\n",
"------Calculating spatial graph...\n",
"The graph contains 23720 edges, 2372 cells.\n",
"10.0000 neighbors per cell on average.\n",
"------Calculating spatial graph...\n",
"The graph contains 23720 edges, 2372 cells.\n",
"10.0000 neighbors per cell on average.\n",
"Searching MNN within rna\n",
"Number of mnn pairs for rna:0\n",
"Searching MNN within atac\n",
"Number of mnn pairs for atac:0\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"100%|███████████████████████████████████████████████████████████████████████████████████| 100/100 [00:02<00:00, 45.38it/s]\n"
]
}
],
"source": [
"model = SpaMosaic(\n",
" modBatch_dict=input_dict, input_key=input_key,\n",
" batch_key='src', intra_knns=10,\n",
" seed=1234, \n",
" device='cuda:0'\n",
")\n",
"\n",
"model.train(net='wlgcn', lr=0.01, T=0.01, n_epochs=100)"
]
},
{
"cell_type": "markdown",
"id": "1e5566a8",
"metadata": {},
"source": [
"### inference\n",
"\n",
"After training, SpaMosaic can infer the modality-specific embedding for each section. These embeddings will be directly saved in original `anndata` objects. For example, the RNA-specific embeddings can be accessed by `ad1_rna.obsm['emb']`, the ATAC-specific embeddings can be accessed by `ad1_atac.obsm['emb']`.\n",
"\n",
"The following `infer_emb` function will return a new list of `anndata` objects, which save the final/merged embeddings for spatial clustering. The final embeddings can be accessed by `ad_embs[0].obsm['merged_emb']`.\n",
"\n",
"In vertical integration, there is only one section, and the final merged embeddings can be obtained by averaging or concatenating the modality-specific embeddings."
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "35468581",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/yanxh/anaconda3/envs/spamosaic-env/lib/python3.8/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
" from .autonotebook import tqdm as notebook_tqdm\n"
]
}
],
"source": [
"ad_embs = model.infer_emb(input_dict, emb_key='emb', final_latent_key='merged_emb')\n",
"ad_mosaic = sc.concat(ad_embs)\n",
"ad_mosaic = utls.get_umap(ad_mosaic, use_reps=['merged_emb'])"
]
},
{
"cell_type": "markdown",
"id": "0b6d0819",
"metadata": {},
"source": [
"Visualize the final embeddings using UMAP plots, spot are colored by batch labels"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "3ea9853d",
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"utls.plot_basis(ad_mosaic, basis='merged_emb_umap', color=['src'])"
]
},
{
"cell_type": "markdown",
"id": "2c705345",
"metadata": {},
"source": [
"### clustering"
]
},
{
"cell_type": "markdown",
"id": "43fec673",
"metadata": {},
"source": [
"Parameters for the following `utls.clustering` function:\n",
"- `n_cluster`: expected number of clusters\n",
"- `used_obsm`: the target key in the `ad_mosaic.obsm` that holds the embeddings for clustering input\n",
"- `algo`: which clustering algorithm to use, `mclust` or `kmeans`. Sometimes `mclust` can fail to output clustering, it will automatically output the `kmeans` outputs.\n",
"- `key`: the key in the row metadata that will hold the output clustering labels.\n",
"\n",
"Generally, SpaMosaic works better with the mclust algorithm in spatial domain identification task. The final/merged embeddings are used as input for mclust and the clustering labels can be accessed by `ad_mosaic.obs['mclust']`."
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "d6fb5764",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"R[write to console]: __ __ \n",
" ____ ___ _____/ /_ _______/ /_\n",
" / __ `__ \\/ ___/ / / / / ___/ __/\n",
" / / / / / / /__/ / /_/ (__ ) /_ \n",
"/_/ /_/ /_/\\___/_/\\__,_/____/\\__/ version 6.0.0\n",
"Type 'citation(\"mclust\")' for citing this R package in publications.\n",
"\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"fitting ...\n",
" |======================================================================| 100%\n"
]
}
],
"source": [
"utls.clustering(ad_mosaic, n_cluster=6, used_obsm='merged_emb', algo='mclust', key='mclust')\n",
"utls.split_adata_ob(ad_embs, ad_mosaic, 'obs', 'mclust')"
]
},
{
"cell_type": "markdown",
"id": "00cab0ff",
"metadata": {},
"source": [
"Spatial plots of clustering label for individual sections"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "fc227744",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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/3Bh0Omx67TlUFxdS5+s5ZRZ6TZ1Ftnd88g6yrlykYmK7JmHiy2+R7TO/bcLZrT9TMT4hYZj94Zdw0TJ9N/PiOez+/EPYbJwxzlWLWe9/Br/wSABAZWE+fn79BRh0bFvKZHKMXfoKEpJ7AQCMTTpsem0pqooKqPP1mDwDvafNIdsPrbuEQ3dKqZiBiQFYszAZ/yn8p+/f/+t44NPbnIpG/HIxn/f3a/k12H+rBABgNFvx5cF0XkxZvQE/cW5eXx7MoBIsx75fHGD3XXMmh5dgAcBXB9PJvgdvl/ISLADYcjkfWeUNAID8Kh1+vpDHi7leUIu9qcUAmKeSzwV4l9cb8ONJlvdXhzKoBAsAjBYrvuDsu/5MLi/BYvZNh95+0z10p5SXYAHMLEpmWT3hvfFcLi/mZmEt/rzJ8DZbrPj8QBovpqLBiNUn2ZvXskPpVILl4M39rdafzeUlWI7v7OB95G4ZL8ECgO1XC5FeyvAuqmnCBgHet4rqsOcGw9titeGzA2lwfuyobDRiNae9lx/OoBIVADBZbNR33nguj5dgkX3tN91j6WW8BAsAdl0rwp3iOgDM7KNzYggwN/Dd14sAMMnaZ/vTebyrGo1UkiPG+zNO/950LpeXYAHA14czoTMyN6/j6eW8BAsA9twoRmphLQDmYeQnp8QQAO6W1GPXtUKWt0B7V+tM+O4Emyww56Z5m602fLafbe9N5/N4CRYAfHM0kyQLpzIreAkWAPx5swQ3Cxje5U5jggNppfXYfpW5wdlswrxrdCZ8d5zlveJIJpVgOXh/yuH988U8XoIFAN8ezUS93gSAmelzTrAAYN+tElzLrwHAJPXcPupARlkDtl9heX+6P41KVACgtsmElZzkbAWnzRywOPH+9UI+L8ECgJXH7qG2ieF9LquSl2ABzPh42T7OVDUascopEQeAe+WN2HqJHdeFeNfrzfj2GJucfXM0k0qwHLw/41yXqUcP8hIsALi4exv0DczYXHD3Fi/BAoCsKxdRcPcWAKCpoR4Xd23jxVQXFyL16EGyfeqX9VSCBTAJ0/mdv5HtCzt/oxIsALDZrDj1ywaW97HDvAQLAC7t3o6memasuJxbxUuwAOBoWjnOZfGvVwl/Dx74JOt6QQ1vsHPgmj3RKajWoaLBKBhz1T5IASADFu84nL9fzeMnIQBzI86r0vGOyYXNxvB1HNN50HA+X1FNE8rr+QldSzlRMfnCMdU6E8tbIDFkj8XchG4W1orztu9fXKsXTET5nITP15LvVttkIoP8NZHvxuV0o6AWFhHijv1L6vQoFkjonLmKtVNL2rtOb8Y9e6J9rdn2dvCuaYY3E1NWbxBM6PichM93Pb8GjgltsWug3mBGZhnDu/l+wnx2s7AW5vvwrmg0CCZGAN02YpxuFtbCbLE2G9NgMCPDnmg3z5v5vVKLamGyiPC271/VaBRMjJx5iHG6XVxHHsjE+nej0YL0Unt7ixyH4cTsf6uoDkaLVTDGsT/3mmmOtxinuyX15MFGrH83mSzkwaYl/eQOpy3EYur0JtwrbwFvkXZKL20gDwjFGXcFY8xGA8rzsu0x/AdEB0rsn1XkZsNsEr6nFGcyMcYmHSoL+A/SAFCSyZ5D7HxVhfkw6HTN8zYZUZ7L8G5Je0v4+/HAJ1nOa6qEPvNzdxF9J81d2xTipRE5jobzf+HzqRVyBLi7MDEix2E+c70vbwcnXzc1XER4c/d3Xp8lFOM4rzNUChnhHebdDG/7Z2JtxD2fr5saGtX9eYtxCvG6/3dTymUI9HDhxYudL7TZ78bE+GhVcLW/fuPFeN2/D1DfTSRGIZeR19MhLei7zfZvOydvrQpuahHeLei7oV4ayGQyOyfhdlLIZQi28xb7TbifNcfb8Xt5alS89YdCXMU4BXm6kLVUYtecXAYE2z9rCafmvptjfw+NCh4t4S3CKcCDHY/EOMlk7P4t6bstGU/cXJTw1Nyft9ix/N3Z8Ujs2pXJQPpJc7zD/oXxRKtSwNtpPRx7nPuPJ75uamjsyxg8/AOETyaTwcOP+cxTLAaAhz/zmtfdz180xrG/0sUFGg/h12kenP3FOGncPaDSuNyfk/1YLbkXSvj78cAnWUnRvujgtDAdYG48k7qGAWDWHEzuGs6LUchlmNczimwv6hMjeA7H2h8AmN8zGkqnRckAMLFLGFkYO7FLOHwEBoV2oZ5kjVS3KB90Cufz9nJVYZKdq4dGhandhXnP78Xh3VuMdzT5/zwR3hM6h5EFpuM6h8HXabEpwKz/6Wnn3SXSB10ivXkxnholJndjuLq5KDG9ewQvRi4DFvRiOYm3NxvDLO7l8x7XORR+9uRwfOdQ+LvzeScGeaB3PMO7Y7g3ukf58GI8NEpMsfPWqpWYkSzMez7FO5oXw/Bmv8+cFGHeYzuGIMCeHI7tFAp/+3fgIiHQHX3ta7vah3khOcaXF+PhosRUextrVArMTI7kxchkwIJeLKdFnHYV4z23RzTUCv6wMKpDCALtN88xnUJIgstFXIAb+tnXSHH7DBfuLkpMSwonvGelCPPm9gHx/s1p7x5Rgg9SI9uHkARqdIcQBHnyecf4u5E1Uq2CPNAnnn8DdVMrMD2JaW+1Uo7ZPaJ4MbIW9m9uzOwUYd7D2waTGyPzHfjJSLSfFoPsvOMD3dE3gc9by+GtUsgxtyefN9Cy9p7fM5ok47NSIgUfAIe0CSJrAIe3CxZMfiN9tWRtV2yAOwYk8hMIV06fVirkmCfQ3jzeIu09r2cUEe50HDICSjW/D8R2TYJ3ELNuK657D3gGBPJiPAOCEJ+UAgDwCQ5FbNckXoxS7YKOg0cAAORyBboMHyPIqcvI8eT/XUeOE4zpPHwM5HImOewweASULgJ9t0t3+IQw9zmm7fnJVJi3K4a3C+L9XcLfgwc+yQKAHxd0x7C2QUSR1TXSGxsXp1CqmrfHtcX8nlFkpiLG3w3fzOpKKatmJkfiH6PakBu2v7sar41qjTmcC7xThDe+nd0VsfbFra4qBeb1jMI749uRGC+tChsfSiE3dbmMWey5ZgF9Ua6en4QR7YIJ7y523txE540xbbGgVzS0apb3ipldKIXStKQIvDGmLblh+7mp8crI1pjXM5rEdAj3wndzuiE2gOGtUckxp0ck3pvAKli8XFX2Rf4s7yFtgrB2YRIZXAHgh3ndMbI9y7tzhDc2LE6hEoZ/jG6Lhb1Z3tF+WqyY1ZVS+kzpFo63xrYlSYevmxovjUikbp7twxjecRzes1Mi8eHEDiTGQ8O0d7L92HIZMLh1INYtSqZ4fz+vO0Z3CCHJZic770AP9kbw2qg2jDLVzjvSV4tlM7qgBydhmNglHG9zePtoVXhxeCIWcwb5tqGe+H5ud7Io10Upx8zkSHw0iRU+uLsosfnhFJJEyWXAIDtvrppz1ZxuGN2RwzvcC+sWJ5MZMQB4eWRrPNyX5R3h64plM7qgZxzLe3znMLw7vh1JkHy0Kjw/tBUe6svyTgz2wPfzuiGBw3tGUgQ+mcy2t1bN8E7h8B6YGID1i1MoVeTKOV0xhsO7Y7gX1i1KomYeXxqeiEf7xZIZrQhfV3w1vTMREABMMvr+hPYkQfLWqvDckFZ4tF8siUkI8sDqed3RKojhrVbKMa17OP7JEZq4qhXY9FAPkvzJZMCAxABsWJxM8f5mVleM6xRKkuT2YZ5YtyiZmg14YVgrPNo/lsxohfu44otpnUiSCTCJ6QcT25OZHS9XFZ4ZnIAn7AvxASY5+ml+EhKDPAjvqd3C8fk0VmiiUSmw8aEU9IpjefdrFYANi1MoVeSKWV0xoTPLu12oJ9YuTKYUvUuHJuLxAXGEd5i3Kz6f2gkDEtmkYkT7YHw8qQNJ7Dw1Sjw9OIFaiB8b4I41C5LQOpjlPaVbOL7kCE00KgU2PdyDPOjIZEDfBH9sXJxCqQuXz+yCiV3CCO+2IZ5YszCJUsY+M6QVlgyMg4eG5f3plI6Uqnto2yD8c3JHkth5apR4alA8nh7ELsT3CQ7FxJffQkBkNABAoVSibb9BGPXkCyRGqVJhyuvvI7JDZ4a0TIaojl0w9fX3KXXhqKdeRNu+A6FQMpwComIw6ZW34B3MKkN7Tp6BHpOmw8WNGb88/AIw7LGnEd89hcTEdUvG8MefJTNpLlo3pEychp5TZpAY76BgTHrlbQRExxLebfoOxOinXyQxaqUcmxb3QN8Efwdt9I73w8aHUoggScLfj/+JJMvDRYUYfzf4aFVwd1Eg2s8Nfk4zG2qFHNH+bgj0dIGrSo4IH1fB6ewoPy1CvV3hqpIj1EvDk2QDzKuFCF8mJsBDjSg/N95TnZ+bC6L83ODuooCPmxox/m48iwMPjRLR9+HtolQg2k+LQA+Gd7iPq+DUb5SvFmHeGoa3twbRThJ4gHltEuWrhatKjkAPF0QL8PZ1Y76Ph0YJHzc1ov20ZGBzwN2F4e3rpoKbC8PP32lmQ62UI4bT3uE+roJP41F+HN5eGkQLtHew/Xdg2rs53gxXb60a0f5uPN5atQJRflr4uqlZ3k7trXLqJ5G+rgjzEWhvPzeEU+0tzDvaTwutWmHnreXx9tGqEePnBk9XJby1KkT7ucHTyeJA66JAjJ8b4R3l50Ze8TrzDvJiOEX6aAVf/0b6ahHuw/TdYC8Nov3dqESU295atQL+HkxbapwGaW8t06cJb3833qsorVqJGH+mT7upHbxpTkqFHFF+9HUp9Mou0leLcPt1GeKpQbS/lsc7yJPlHeDg7fT610erQrS/luHtKtzermqFvX9zeDv1b6VCjhgeb/41x7Q385uEeGkQI9DeQZ4uiLL3E393Md7Mdell5x3jp+X3EztXPzvvaD833oyjQi5DtJ8WQV4s73CB/h3BbW8vDWL8tVTiDwCBHN5+9rHC+XW7o429XJXwIv93am8Vw9Xf3YXh7a8V5B3l54ZgT6Ytw7w1PDsYAOjhWoWn9AfxSMkveKbxD4xwKeDxdvPxgXdIKFQaDVy9vOEdHAKV0yyRxt0DPsGh0Li5Q+PmDu+gEGjcPagYlYsLvENC4erlDZVGA+/gELj50LPOMrkc3sGhcPf1h1LtAs+AQHgF0HYoAOAVEAjPwEAo1S5w9/WDd3AomcVywBQQg3Md5+OX+MXY3vYxZLQeB4UL/dtx29hTo0S0nxu8XYVftUr4e/A/YeGwcM0FHHVSsUT6arH/2X5Ecv3FwXQsP5xBxWjVCux+sg+ZbThwqwSPbrxMLaSXyYCVs7sRn6Cs8gaM/foUTzX05MB4vDA8EQDjxTP8qxO8xbH9WwVg3SJWSvvQuos4dKeMign3ccX+Z/sRyfWyQxn48hCtMHRVKbD7yd5IsD/9Hr5TiofWX+IJAL6d3ZX47eRUNGLM16d4qqEnBsThpRGtCe+Ry07yFsf2TfDHhsXsk9cj6y/hwG1axRLm7Yr9z/UjMxIrjmRQqjWAmYXataQPEu1Pv0fTyrBo7UUe769ndsHYTozfTm5lI8YsP8VTDT3aPxavjmwDgPHiGbnsJLKcFsf2ivPD5od7kO3HN17G3tQSKibUS4N9z/UjnlPfHsvEP/fRC1E1Kjl2PNEbbUKYvno8vRwL11zgCQCWz+yCcXbe+VU6jFp+EvV6mvfDfWPwj9FtATDK1VHLT5IF5Q6kxPji10d7ku0lm6/gD7sC0oEQLw32PduP3LBWHb+Hj/bSi2NdlHJsf6IX2oUyr6VPZpRj/k983l9N74wJXZhXDgXVOoxadhJ1TrwX9Y7Bm2MZ3iaLFaOXnyQLsx1IjvbFlsdY3k//fJUoIB0I8nTB/mf7kVnmH05k4YM/71AxaqUc2x/vRfzpzmRWYO5PF3gCgM+ndiKvqItqmjBy2UmibHNgQa9ovD2OmWU2W6wY8/Up3C2pp2K6Rflg2+O9yPZzv17Djqu0Ai3Qg+HteLX+46lsvLfnNs1bIcfWx3sSn7ez9yox58fzPN7/nNIR0+yvektq9Ri57ASqdTTvuT2iyCyzxWrD6OUneby7RHpj++O9SNK2dMs1bL9C8w6w83bMjq89nY23f+fz3vJYT+LzdiG7CrN+OMcTLnw8qQNm2F/hldbpMXLZSVQ10ou/Z3FmmS1WG8Z+fQq37UpZBzpFeGPnEyzvF3+7jt8u08o5f3c19j3bj8yObzibgzd23aJiVAoZfn20J/FLK7x7G1vefRVWCz02D3loCToNHQkAaKypxroXn0RTXS0V02HwcAx75CkAgM1qxaZ/LEVpFm0rERQbj9kffAGZnHlQOrBqOW4eOUDFuHp6Yf6nK+DmzXC6fnAvDq3+hoqRKxSY9uZHCGvNXE9F6Xfw69uvwmqhr7nBi59A52GjADCq15HLTvAEXMxsLTPrabXaMPHb07heQH+3dqGe+P3JPrxk8/8WkoXDv4YHfibrVlEtL8ECgLwqHXZfZwYcndEsKMvWGS1Yc5r9+zfH7vFu+DYbKJnwmtM5vASL+Xs2Gu2JwO7rRYLqo+Pp5UTifrekjpdgAUBBdRN2XWNuTHqTBatP8eXNTSbGeJPwPpopqLD85ijLe+2ZHF6C5fz3P24UC6qPTmZU4LpdnZJeWs9LsACgsKaJ3Jj0JgvPH4n5uxU/cr7Pty3gve5MLi/BAhhLijq7xP3Pm8W8BAsAztyrxBW7UiqzrIGXYAFAUa0eO+w3JoNZnDdXHv/t0UxBheU3HK+f9WdzeAkWAGw4l0sSgb2pxbwECwDOZ1fhkt2SIqu8gZdgAYyCc5v9xmSyWAVl8AazlbL6WHnsniDvFZz23nA2l5dgAcDG87mo0TED/P5bJbwECwAu5FThvF0qnlvZiN9vFPFiSusM2GrnbbZYsYpj1eCA0WzFDxyrj2+P3RNUWHL7Cbddudh8Po8kAgdvl/ISFQC4nFuNM/cYi4T8Kh12XuNL/MvqDfjtMmMpYLHaKKsGwttipfrPyuP3573xXC4vwQKAXy7mobKBUegeuiPM+2peDbHSKKjWYedVPu/yegN+vcjydvbRYnmzf195LFNQGcrtJ5s47crFlov5KKtnFLpH75bxEiyAUbM6LCmKapqw7QrfmqCiwUh4W0V4myw2rOL8Dhd2b+UlWABwYddvRD1749A+XoIFALeOHUJDNXPNZV+/zEuwAKA0KxM5168AABqqKpF67BAvpqmuFjcO7wPAWGac37mFF2O1WHDxd9b+4eLubbwEC2CsHWxWRnn568U8QYX8tiuFKK5lFLonMsp5CRbAKE+PpvHvNRL+HjzwSVaGwGDvgONGUFyrF0wwnPfPLOUPZM4x6SIxjUYL6ewZIjHc/YVuUs4xJbV6wRu1MyexNsgouz9vndGCQrsvUnrZ/Xk3196O9iurMwjeqPmchI/FTTwyRDg1mSwoqHK0tzgnx2+R2cx3c5yjvN6AGoEbnvP+GQKJkTNXse+mN1mRb7fMEEqwnM8hdi7uZxUNBsEbHkD/ps21t9V+UxU7n9FsJVYfzfVdwru0QdRaxfF7VTUaRa1VuOcQ6wNZFY3EwkGsDxgtVuRWNt6Xt+O3yCwT5+3Yv1pnFLVWacl4klupI7YFYtelyWJDjp13S8aTe+WNotYqjv3rmkwoawFvsXYqqG4iFg5inMxWG3Iq7P2kBeNJVjO8HTH1BrOotQq3v4rZJdSVl8FkYPavEImxWiyotvtQVeYLx3D3ryoqJAmQMyoLmOTQ2NSE+gr+BIAzVzHe9ZXlMOrtY7PIb2Kx2sgDZkvGEwl/Px74JCshyF30M8ci2BAvjahUnLt/fJDHfWNaicS4qRVkQW+CSAx3/1bN8mZigr00vHVFQpzE2sCxeLk53lq1gqw5ahV4f97Ntbej/QI9XXjrLoQ5CR8rnhOTIMLJVaVAuK+jvcU5OX6L+Ga+m+McAR4uolJx7v7c7yB0HED8u2lUcrKgN17kONxziJ2L+5mfm4ugKhSgf9Pm2tvxKkHsfGqlHJF23s31XcI7yB0ykbcTjt/L100tqAp1PodYH4j1dyMLv8X6gNq+5ut+vB2/RXygOG/H/j5aNW+NFuHagvEkyk9LFIVi16VKISO8WzKexAW4QextkGN/T1eVoCrUmbdYO4X7uJK1YmKclHIZov3t/aQF40lsM7wdMR4uSlGrB25/dTioO8MzIBAqF2Z/f5EYuUJBVHp+EcIx3P19QkPJa0Nn+IXbVaiurqL2DFyuYrw9/AKg1tjHZpHfRCGXETFTS8YTCX8/Hvgkq12ol6AEONJXS9b1aNVKQfm6Vq2glGxLBsQJDrBPDGBVNQt7Rwt6Ei3szdZKHNcpFFECC8/7twog60xaB3ticGu+TDjcxxXjOzO8NSoFpVhzwFWloGTWSwbGC/LmqoEW9IoWTDTnc/4+umOI4IL5vgn+6GRfr9EqyINXNxBg1mRNtK/r0agUeEiAt0Ylx+I+rCLsiQH35z2/V5SgJ9G8XlFkHdWoDiFE7clFrzg/sl4jPtAdI9rxF5yGemkw0W714aJU4OG+sbwYF6WcUuA9MTBe8MbwxEBWNTavZ7Rggjy3RxRJQEe2DyGqSS5SYnxJnbjYAHeMdqpjBzBeRI71SGqlHI/0E+a9mMP78QFxgryXcHjP7Rkl6KU0JyWKrKMa3i5YcNBOivYhFiVRfm68OnYAsybLYZmhVAjzVivl1O/w+IA4Xi1HgPkdCG9Ou3IxKyWSJKBD2wYRFR8XXSO9SRmnCF8txnfi8w70cMHUbszNUyGXUcpGwtvp+zzeX5j3Es54MqdHlGBiPyMpkqxHGtImiKj4uOgc4U0Uh+E+WkzoHMaL8Xd3IRYOCrmMlBji82b//lj/OEG7lyc57T2b065cTEuKIGrdga0D0TaEv2anU7gXsZsI9XYlljU0bzXhLRfhrVLIKN7J46ZAruCPzcnjp5L1Xx2HjICrgHdVu/6D4e7LtGVMp24IjOGfLyg2HtGdmLJRHr7+aNd/CC/G1dOLWDjIZDKkTJjKi5ErFEgaO5lsJ42bDLmCf80lj59CErnpSZGCDySTu4aRh/t+CQHoKGAL1C7UEwMT+fcaCX8P/icWvjcZLfjqUDq2XSmA3mTFsLZBeHFEIiUVt9lsWHM6B+vO5qCszoDkGF88P6wVrxjxgVslWHEkExllDYgPdMeSgfG84rg3C2rx+YE0nM+uQqCHC+b1isai3tGUaqikVo9P96dh/60SuCjlmNQ1DEuHJpKF+ACzdunLQ+nYfrkQTSYLhrYNwovDE3nqwbWns7HWXs4nKdoHS4cl8ooRH7xdihVHMpBe2oC4ADcsGRjPK46bWsjwPpfFFrZe3CeG4l1ax/JWK+SY2CUMS4e1glbNDgJ6kwVfHcpgCkQbLRjSJhAvDE/kqX3WncnBmtPZKK0zoHu0D5YObcUrRnz4TimWH8lAekkDYu28nYvj3iqqxecH0nEuiykQPbdHFB7qS/Mus/PeZ+c9vnMYnh/WiioSrjdZsPxwBrZeLoDOaMHgNoF4YVgir4jyhrM5+Ol0Dkpq9ega5Y2lQxPRzclj68jdUiw/nIm0knrE+LvhiYFxvKTidlEdvjiYhjP3KuHnpsacHlF4uG8stQC1rF6Pz/anYV9qCZQKOcZ3DsXzwxKphNhgZnk3GMwY3JrpJ868N57LxU+nslFcq0fXSG8sHdaKV4z4aFoZlh/OwN1ihvdjA+LIYn0H7hTX4fMD6Thzr4IUiH60H827osGAT/elYW9qsb1ANNPeXAWtwWzBiiOZ2HIpHw0GMwa1DsKLwxJ5xZ83n8/Dj6eyUFSjR+cIhrdzUd/j6eVYdigDd4qZgsWPD4jDeKekIq2kHp8dSMPpzAr4aNWY3SMSj/ajE53KBgM+O5BGCi2P6xSK54cnUsW2jWYrVhzJwJZLBajXmzCgdSBeHJbIK6L8y4U8rD6VzRSIjvDGc0Nb8TzNTqSXY/nhDNwqqkOknxaP948jIgMH0kvr8dn+NJyy856VEonHnBK0qkYjPt2fhj9vFpMC0c8PS6QSS5PFihVHMvHrpXzUN5kwIJG5LmOceP96MQ+rT9oLRId74dmhrSiLEoApNr7scDpSC+sQ6avFo/1jeclQZlk9Pt2fhpMZFfDWqjArmeHNtZWobjTi0wNp+PNGMWQyYEzHULwwLJEqtm2yWPHN0Uz8cpHh3T8xAC8MS+QVf95yKR8/nMhCQTVTIPqZIQkkOXYgL/U6zvy2GaXZmfAODEb3sZPQrv9gKqayMB+nf91ACi13GDwcKROmUQlaU0M9Tv+yAWlnTwIAEnv2Re8Zc+HKURhaLRac37EFN4/sZwpEd+qK3tPnwi+M9tq7dfwwLv2+nRSI7jV1FiLbd6Ji8lJv4Mxvm1CazRSI7j52EtoPoJO4e+UN+PxAGo6nlcNTo8T05Eg8OTCeau9anQmfHUjDnhtFsNmAUR1D8OKwRF6x7X8H0sL3fw0P/EwWANQbmHIR1ToTGgxm5FQ2otJprYdjbUZZnQFNJgvyqnQoquG/58+r0qGotglNJmaNVV4Vf0E183cdmkwWlNUbkFPRyKsdWNloQE5lIxoMZtQ0mZBTqSO1yBxoMJiRW6FDlc4ozttsRU6lDmX1LO9igRIqeVU6FNbo7bz1yK3iL7wvsf+d4a1HTiWfd1WjETkVjajXm1GtM9p50+urGg1m5FY2oqrRwVvHWxPE8G4kvPOrdILrKvKqdCisZnk71qFwUVqnR25lI3RGhne2AO9qnQk5lSzvXPv/udAZLchx4l3pxNtksbd3HcOpoLqJrLXjIr+qCYU1bD8REjqU1uuRU6mz8zYgp1LH412jY/pGnd6MGh1TrsW5n+gMFoZrgxGNBuY7lDfQa2tM9v5dauedV830B2cUVOlQWM3hXdEI5+csbnuX1xuQW9kIvZleUFyjMyKnshF1ejNqm0zItf+fiyajBdkVjYR3rgBvs4XpJ6X267KgRocigf6dX6VDYQ3Td0vq9Mip0DXLu6LBcV3SvKt1zFhR22Qi12Wd04L5JqO9vRsNaDQyvCsEeGdXNqK0lmnv/GqGH6+9q5tQYG/vklo9sgXau6zOgFx7Pym389abnHkzfbo53o7+XdnA8M6pbOStHbNYbcip1KGE8G4iazJp3jqWdx3Tj61Wcd4V9UZkV+igd+7f9r5RQ3g38gQKTSYLcit1LO8KnSDv3MpGlHCuSyHeteWlqCsvg9lgQH1VBWpKinhrpxqrq1FTUgyTXg9dbQ3zfwN9Pn1DPapLiqBvbIC+sQE1pcUwNNDrmkwGA2pKiqCrrYFJr0dNSTF0NXS5IZvViuriItRXVcBsMKCuvAy15XzhUF1FGeHdUFWJmpIiWK10H1CXZ6PHjXVYlLYC02+tQKu7v8NioNug1t7GNU0m1OrZtpfw38P/xEzW2K9P4WYhrarw0apw9IUB5BXHq9tv8goyK+QybH2sJ5ld+flCHl7dfpN3/A8mtsfsFMaQ9Hp+DSavPMNT38xIisDHkxnjw1qdCQM/P8ZLPNqHeWLPU33J9vhvThPVngNergxvx1T86ztvYuM5Pu8tj/YksytbLubjpW03eLzfG98Oc+2GpKmFtZjwzWkeb64EuLbJhEGfHeMlHm1CPPHn033IzNGkb0/zCmB7apQ48sIA8orjrV2pWHeWLsgslwG/PtqTzFJsvVyAF367zuP99ti2WGB/HZpaWIuJ357m1ZOb3JU1bKzXmzDws2O8RdStgz2w95m+hPeUlWd4BbA9NEocfr4/ecXxzu+3sOZ0Do/3zw/3IK/CdlwtwHO/8nm/OaYtcZ2+U1yHcStO8XhP7BJGDBsbDGYM+PQY7waeEOiO/c/2IzNH01adxQWnQtIeLkocer4/MSR9f89trHZS0MpkwOaHehBD0l3XCvHML9d4vF8f3QYP2V/PpZXUY+zXp3h18MZ1CsXymV0AMGrdAZ8e4y2ijgtww4Hn+pMZmJnfn8NZp8K07i5KHFzaj8wyf/jnHZ6iUyYDNi5OIYakv18vwlM/X+XxfnVkazzan3mtk1Faj9Ffn+LVwRvdMQTfzGJe8TQZLRj42TFeofRYfzcceK4fmRGYs/o8r5C0m1qBg0v7k1nmj/fe5SkMZTJg/aJk9E1gli/8ebMYT2y6wuP90ohEsgQhs6wBo5af5PEe2T4YK+d0A8DMwA787BjvISXaT4tDS/sT3nN/PM8rJK1VK3DguX5klvnT/XfxzVG+Um/twiRiSLovtQSPbbzMi3lhWCs8aTf2zCpvwMhlJ3kPDcPaBuH7ed0J78GfH+fV1Yz01eLw8/2JIemCNRd4haRdVQxvx2ztFwfSsJyj3nXgpwXdiSFp5qXz2PXpe7yYXlNno+eUmQCAmpJirHvxSZiNTn23ewomvPgGAMBsMmHNc4+irpxW5HkGBGHRV98RQ9Idn7zDKyStVLtg/qcriCHpmd824+zWzTxO4198gxiSZl25iB2fvMOL6TllJnpNnc3wLi3BuheXwOyUDMZ2TcLEl98CwDzYDv7iGK8eaJi3K4680P8/ZkgqzWT9a3jgZ7Iu5lTxEiyAeWJ1eMbUNpkEZcIWqw3rOYmAkM2D89/Xnc0RlDdvv1KIWrsybcfVAkG1V2phHZG4X86t5iVYDq7b7Vzr9Sb8dkmY97ozOSy/08K8ucnCujPCvHdcLUS1nevua4W8BAtgEgbHzfJqXjUvwQKYwscOS4FGgxm/XsrnxVhtjGUE4S3S3ms4MRvP5QoW7N11rZBI3HddKxJUqd0tqcfpTIb3jYIaXoIFAPV6M7EU0BnN+OWCMO91Z7m8c3gxAP07bBDhvft6EXlK//16ES/BAhgl0En7TT61sJaXYAGM4srBW2+y8B4gAMZ+ZO0ZltNPTskj+324vHMECw3/cbMYZfbkZM/1YkGV2r3yRpxIZ26W3D7DRYPBTPq0wWzB5vPCvLl9V6x/c/++8VyuYKHhvTeLyUzkHzeLeQkWwKgUj9t5p5fW8xIsgFEPOywFjGYrNp3L5cXweIv1b07MpvPCvPfdKiEzentTiwVngXMqdThyl0kEMssaeAkWwMxuOXibLFZsOMvn7cxJrL3Xnskhs3Cbz+fxEiwAOHinlKhn998qESxcnlelw+E7zGxOVnkDL8ECmNktR582W6xYL9Dezryv/LlLMObqvt/JbNb1Q3t5CRYA3Lt8ATWljMXLvUvneAkWANSVlyLz4nkATLLmnGABTKFph4WD1WrB1f17hDnt3U3+f1mU9x4ym3Xz8D5eggUwCVp1MXOfO3SnVLDgemFNE/bf4s+eSfh78MAnWUKvFpw/q2wwiFZ65w4CYjJh7mtFsfMZLVbyKqRI5DjMZ0335e3gVNVoFBzInPcXGsic/14k8MoLYKTiDt5Cr5fY8zGfibURl1NVoxF60/15i3FqyXczW23kRi/0Os/5WEKvhp1jqnUmNDm9pmF53L8PUN9NJMZitaHUfqMXeu3L533/flKjMwl6tzH7t4B3rZ7cPItF2slitZEERew34X7Wkuuytskkaq3C3V+MU2mdgVg4iF1zVhvzmrylnJr7bo6Yer1J0LuNx1uEU3k9Ox6JcbLZ2P1b0ndb0k8aDWZRa5WW9N2KBnY8Ert2bTaQftIc78J/YTzRmSyi1irc30vMLqGpvg5mo7HZGNhsqK9kPqsTiwFQX8EkX45YITj2NxsM0NfzfcKc9xfjpG+oh0lvuD+nStZzTAzNfSbhr8UDn2R1CvcWlVx3thcyDvfhl09xoAtnAbnzYnKhvzsv3HbAz01NJO5dRI4jkzF878vbvn+ot6uoVLwlnKiYCOEYH62KKCHFvj/3sw5hXqKSa0d7h3hpBAvx8jkJn68lMd5aFVnQ21nku3E5dQz3ElR6cfcP9tSISsW7UO19f95ibempUSLOvqC3s8hxuPt3DPcWVHpxYwI9XARL0bSUU6cIb/JKVSzGw0VJJOJi35+7f4cwr/vy9ndzESxoC9BtI8apQ5gXeVUmFuPuoiR2A83zZvpA+1AvwcLeXE6OEk7Cx7k/77YhnsTCQeza1aoVRLYvdg0wnJj924V6Chb25u7v5ariLYIX4irGqXWwB7FwEBtPXFUKYr3QkvGkDactxGI8NSpBFa7zOUISEgVj/MIjodJo7DGtBWOUahcERDKv+kPiW4nyDrafwz8qBkqV8D0lJJ6JUbtqRe0ZguNZrmK8fcMi4KLVNhujVKkREMXwbsl1KeHvxwOfZEX7u2FGUgTv750jvDHcLtlXK+V4bij/wgn0cKEsHJ4bmsC74NVKOZYOY/dd2CtaMIF4dgi779C2Qegq0OGndYsgiplIPy1mJfMvwE7hXhjZnnmfr1LI8bwA7wAPF0qa/+yQBF5NPLWC/s7zekWRQrU071bkXf3QtkE8FR3AFHJ23GAjfLVkfRoXHcK8iCpQqZDj+WH8QcHfXU3W/gBM0VeNqnnec3tGk4KvXDwzOIEM+INaB5Li0FxM6hJGBvxQb1fM7cHn3S7UE2M6MrwVchleGJbIS3793NSUlcbTgxN4NdpUChn1nef2iBJMfJ4enEAUpgNaBZIiy1yM7xxKSvgEe2moQt8OtAnxJKpAuVyGF4a34vH2dVNTlgLPiPB+gdO/Z/eIEqxl99TgeKIw7d8qgBRZ5mJMxxBiURLoqcFCAduU1sEeRBUoF2lvH62Kskhgzk3zVspleJ7LOyVSMGFbMjCeKDX7xPujT7w/L2ZUh2B0sEvfAzxcyLo6LhKDPIhFiUwmzNtbq8Jj/Vnp/5OD4nl2Lwq5DC8OZ/vJzKRIwYRtycB4otTsFe9PLA+4GN4uiNw8/dxdKJsRBxIC3Ykq0MHbOff11Cgpi4QnOW3G5f0Cp39PS4oQTNgeHxBHFI894/zQvxXfXoc7zvi6qQXtMOIC3DClOzuuvzicz9tDo6TsdVImToPalW5LmVyOPjPmke32A4cSPywuksZNgsadGePC27RHbNckXkxs1ySEt2ZKNLm6e6D7uMm8GJ/QcLQfOJRs95kxDzKZ0xjnqqWsHZInTIWLlm5LmUyOPjPmsrwHDIFvKN/qovu4ScSSoluUL4a04dvrDEgM4KlHJfx9+J9Y+G612vDrpXxsPJcLvcmCsR1D8XC/WEq+DzBlHladuIeSWj16xfvjyYHxPLuE1MJafH0kE3dL6pAY7IGnByWQG4cDxbVN+OZIJk5lViDIU4NH+8dS1eABZmr+x5NZ2HW9CBqVArNSIjEzKZKSwdtsNvx6MR8b7LxHdwzBI/3ieAPc0bQyrDpu5x3njyWD4nk38FtFDO87xXVIDPLAU4MSyI3DgZJaPVYczcCpjAoEemjwSL9YDHHyvNIZzVh9Mhu7rhXCRcnwnpXM573lEsO7yWjB6A4heLhfLK8A9vH0cnx37B6Ka5vQI9YPTw6K59k83C6qw9dHMnC7uA6tAt3x5KAE4snlQGmdHt8czcSJ9HIEemjwUN8YDHPyvGoyWvDjqSzsvFYEtUKOmckRmJUSRc1e2Ww2/Ha5ABvO5kJnNGOUnbenE+8T6eX47vg9FNY0oUeML54clMCzS7hbUoevD2cgtagOCXbezk+LZXV6fHMsE8fTyhHg4YKH+saSxJ/L+6fT2dhxtRBqhRzTk8Ixp0c0j/fWywVYfzYXjQYzRnYIwSP9Ynm+UKcyKrDyWCYKa5qQFOOLpwV4p5XUY/nhDKQW1SI+wB1PDornzVyU1eux8ug9HE0rg7/95j2iPW2roTdZ8NMphrdSLsP0pAjM6RFFyckBYNvlAqw7m4MGvRkj2wfjkX5xlHwfAE5nVmDlsXsoqNahe7QvnhoUzyvMnl5aj68PZ+BGYS3iAhhrFecHgvJ6A1Yey8SRu2VM0tEnhmdjojdZsPZ0DrZdKYBCLsO07hGY15PPe/uVAqw7w5RGGtYuCI/3j+fxPnOP4Z1fpUO3KIa3s81DRmk9vj6SiesFNYj1d8OTg+J5thoVDQasPHYPR+6WwUerwuI+sRjdkeZtMLO85TIZpnUPx9ye0WTxuAM7rxZi7Zkc1DWZMKxdEB7rH0fEPw6cvVeJb49lIq9Kh+5RPnhyUAIvYcosY3hfy69BjL8bnhwYT7zbHKi08z5s572oTwzPxsRgtmDd6RxstfOe2i0c83rxee+6Vog1p3NQ22TCsLYMb2fbgXNZlfj2aCZyq3ToGumDpwbF82weqooKcG77ryhOvwvvkFCkTJiK8DbtqRhdXS0u7tqGe5fPQePuga4jx6F17/5UjMVswtV9e3DLXjqn3YAh6DJiDFn07sCd08dxde9u6BvqEdetB5LGT4bWkx53C+6k4vzO31BTXISQVq3RY9J0XsJUVVSIc9t/YXgHhyBlwjSEt6V5N9XX4cKurbh36Rw0bh7oMnIs2vQZQMUYzVZsOJuDLZcKYIMNU7qGY37v6P/YondAWvj+r0LYTvwBw73yBqw7k0Pqe/18MQ+dIrwxkGP2WaMzYu2ZHJzLYhYRVzQUIdbfjZpZsVht+PlCHg7fKYXZakNhdRP83V3w7rh21CC892YJdl4rIjYAaqUcXSJ8qEHhQk4VNl/IJ+sT1p/JRVK0L+XwfK+8EWs5vH+5kI9O4d4YzHkaqdWZsI7Du7y+ENH+WsqEz2JlkrXDd0phsjC8/dzVeC+kPcV7X2oxdl0tQr2dt4tKjq5RPpSp4MWcamw+n0d4rzuTg+7RPmgdzF5MWRWNWHsmF3fsdcl+vpiPDuHelElpbRPD27H4ubzegGh/N+pJ32plkrVDHN6+bi5oG+pJDcL7b5Vgx5VCwlullKFblA/83NkZxcu51dh0Po+s8Vh3Nhfdo33JjBDALBReezqH1FP7+UI+2oV6UT5odXoT1p/NITXhyusNiPJ3o56Yrfb2Pni7DEaLFQXVTfDRqtHOifeB26XYfqUQ9Xo7b0UOukX5EAUmAFzJq8amc7lkTdF6O29HUWeAKcOy7mwOUgsZ3r9ezEf7UE8qgajXm7DubA7OZFXCZmNq7UX5aokaDGCT44O3Swlvb60a7UK9qBncQ7fLsO1KAersvJUKGbpF+VKvrq/kMe3tWBOz/hzDm/tAklepw9ozOUSY8uulfLQN9aISiAaDGevO5OD0vQrYbMw6qyhfLZ4aTPP+7VI+9t8uhdFs5+2qQvswT+rmcfhOKbZeZnkr5Ew/CeTM4F7Lr8GGc7mE98Zzuege7UP55eVX6bDuTA6pA/fbpQK0D/OiEohGgxnrz+TiVCbLO8LXFc8OYWfXHMnxvlslMJqZckperiq0C/Uis7AAcOROGbZeLkBtkwnZAJT2ay6Iw/t6fi02nMtFgd22YMO5PHSL8qUeSAqqdVhzJocIarZcKkCbEE/KT0xnNGPDuRwObz3CfLRY6jRjvvVyIfam0rzbhznxvluGrVcKUKNjeMtP56B7lC+COTPPNwtqseF8LlmQvf5cLrpG+VCJfWFNE9aeycE1O+/fLjO8uX5iTUYLNpzNxUk775JaPcK8XfHCcHrG/Nbxw8g4dxpmkxG1ZaVw0bohKC4BKjXbd7OvXkLq8UNkvdRV2R6EJraFJ8edvTQrE9cO/IFa+2L4awf+QGir1ght1YbE1FWU4+q+31GcwRSUTz1+CAFR0WjbbxCJMRkNuLb/D+RevwqbzYqGqkp4+gdQs2sAcPvEEYq3WuuGoLh44lQPADnXLiP1GMsb+4Cw1m3h6c/e51KLarH+XC6xlNlwnmlv5wRZwt+HB/51ocVqw6J1F6kCqqV1Bjy28TK1IPrlbTeIgghgBvf3/7iDY5zCmd8dv4dN5/OICs9stWHz+Tys5BQnPZFejnf33KYW7J7MqKAsFEpq9Xhsw2VKyZRWWo9Fay+ShbpWqw2LnXiX1Rvw+KYrKKhm/XZe3XGDUt80Gi348M+7OHKXVYt8fyIL68+yajaz1YafL+RTBV1PZ1bg7d9vUwt2T2ZU4KWtrBVBWZ0ej264RPHOKGvA4rWXKN4Pr7tEEiyASUSWbLpCVEUA8I8dN4nyycH74713cZBTXHr1qSysPZND8f71Uj6+PpxBYs7cq8Cbu25RvE9nVlLWD+X1Bjy8/hK1iDazrAGL1l6Eyc7bZrPhoXUXqYK1FQ0GPPXzFVLbDgDe2JlKFe7WGS345z7GLNSBn05nY81pVoVnsTIzZMsOsbzPZVXi9Z2plFfXmXuVWLqF5V3ZwPDmLtq+V96IRWsvkoXRNpsND6+/RBIsB++nf7mKrHLWt+etXbdw8HYpqbunM1rw2YF07L3JFpdeczoHP57Kpnhvu1KALw+lk5iLOVX4x86b1ALpc1lVeO7Xa2S7utGIh9ddohYdZ5U3YuHai5S/0yMbLlHK34oGI5755SpVY+2tXbdwgMO7yWTB5wfTsYdTXHr92Vz8cDKbtInFasP2q4X44gDL+3JuNV7dQfO+kF1FWVbU6Ix4yJl3BdPeNO/LVKHdykYjnv3lGlWv753fb2HfrRKK91eHMrCLU1x64/k8rDqRRXhbbcDOa0X4bH8aibmWX4OXt9+gvKMu5FRRlhW1TSYsXnuRJFgAkG3n3cQRPDy64TKlWK5qNGLplutI44wx7+25jT9vsrz1JiuWH87Ajqusinnz+Tx8d/wexXvXtSJ8su8uiblRUIOXt92gFqRfyq3Gk5tZy4o6vQmL1l6kFG+5lTosWnsROiP7Oz2+8TKuchTLVY1GPP/bdWqMef+P2/jjZjHhbTBbseJoJlHYAsDNIwdwYedvMJuYRe42mxVpZ07gxMY1JKY0+x72r1xGLUgvSr+DPcs+IdvGJh12fPwOSbAAoLa0BDs+eZfUEgSAPV9+jOJ0tk309XXY9+1XKM3m3C82/oS0sydhszFtaTYZGQPTowdITOqxQzi/41eKd/rZkzjO4V2Wk4W933xJ8S7OSMPvX35MthsNZixae5Hy7MuvasKitRd53nsS/j488EnW6cwKQdmqwWwlFg6VDQbq5s4FV7IvJIMHgF8u5nP+Lxxz+E4pkebvuFooqAosqG4i8vCzWZWCBpZGsxU77LyrG42i0tufL9yfU0u+2+G7ZUSav/NaoaAqsLCmCScymETvXHYlsir4hqFGi5XYZNTqTFRSQnPK4/yfb5cAMDNjDvx6UTjmWHo5SaJ3XSsUVAUW1+pJgnohuwr3yvm8TRYbsZ6o05vwJycpoXhz2vgXEU7cmC0iMSfSy8lNfte1IugEVIGldQaSoF7OrRYs7mqy2Eh7NxjM2HNDmHdL2tL5NxFaQHAqs4Ik0buvFwmqGcvrWd5X8qqpBwgHzFYbZZnx+/UiXoyDB/kOIn2X+/dfL+YJ8mauM+Z3//1GsaCasaLBSMaH6/k11M1diLfeZMGua/fn/YsI718v5RM1pxjvC9lVJIn+40axoJqxstGIA7eZ6yy1sBa3ivi8LVZmFtDBe8fVQl4M0LLx5LdLBbBYHbzzBQs7X8qtJsXU994sFlQzVutM2H+L4X2rqBY3OAktl/eWS6xlhmMsdwa3jW8e3i8Yc+v4YVgtTH9NPXqAJDxcFKffRUU+YxORfv4M9I38a07fUI+M82cAAOV5OSjOTOPF2GxWpB49yHwHsxm3jh0W5MTlKsb79vHDsJiZ9ks9dlCQd0lmOspzGcuNfaklgirMOr0Ze28Kj8cS/no88ElWc262NTrmyaBObxat9F6tY/2VakVkwtwYMSmx1cbcpBlOfM8m5/3FjsOcj/msXm8mgxr/OPfnxOXh7LLsgM3GftYsp0bmM7E24u5fbzAJenIBTm0pwol7DjFOLeZtP19z/cTR3o0Gs6C3lfM5xM5XzY1pQb9sUUwL2ltnMAt6W3GPw5xPuF/WNpnITb/23+67zP7N9RPHOXRGiyhv6roUaad6A3t9tOR6qtU1890cfanZfsLs32S0iFqrtGSsqNebyfXR7O9LOP1nxhODySpqrdKS8aTBYCYzw8333f/seGIwW0StVbjtrW/kJ/UAYNI3wWJmjqVv4CdPZP/6enuM8HEAZl3U/WIcn1nNZpgMwhYVXB5ixzIZ9LDYZ7ea491k592Svivh78cDn2T1iPEVlYr3sTsvR/lqRaXiXNVObwHlEQBKkSQWE+7jihj7Yl0hBRPAKKIc7tvJMb6iUnEHpwhfV1GpeJ/4AM7/xXizMWK8w7xdyeJRseMo5DL0imd5i0nFHfuHebsKFmwG2N+kOU59OL+JGKdgTw0SAj2aPY5cxn6WHO3LU2A6ny/Ey1VUKt6X4iSs1GlJPwn0cCFFisW+G5d392gfngLTmVOgp4bI/f9vOPWO9ycWDmIx/u4uaB1i550g/P1lMvZ8XaN8eEpGllMAe0yBwsfMOe7Pu2esHxEI9BFQ3wGMMtRRpFjsOBTvSG+ekpHlxPD24RzTGX1b0HdTYnzJ2j0xTr5uzBo/AOgbz1fosZyY/TtHegsWrudy8tKq0MFJxMNyvf91mRTtQ9ZkiX03b62KrMsTOw6XU6cIb8EC8NxzeGhU6CRQ+Jg5Dss7sn1nwZjQVm3I2qbIDp0EY1zc3BAUz6wDjOogfBwAiOrIVD0IjkvgKQJJjH1/lUYjar0Q1ZE9R6TI+ULiE4laUoyTi9aNWE6I/SYA3U4S/l488ElWoKcGz3AWyTowol0w+tkvZLlchrfGtOMlNYlBHpjXK5psvzA8kVdZ3keroiTX83pG8W4MKoUMb4xpSxR4feL9MaoDrSIDgKcGJZDFrAEeLtQiWQeGtg0ismeZTIa3xrblJTUJge5YwOH9/LBW8HPi7e3Ee06PKGoROMAkfW+MaUNuVL3i/XmqJoCRkzvKoPi5u1CWFg4MaROIQXahgUwmwxsCvOMD3bGII+tfOrQVz7/My5XmPSslktxsuLzfHNuW8O4Z58crcgwATwxgVZg+bmpKgu7AoNaBlOz5rbHteDYesQFuWERZfbSiFq8DjAz+5RGsB8/M5AjeDU1h5+0QIyTH+GJCZz7vR/vHEVWgt1aNF4fzvX36twrA0LZsH3tzDJ93jJOw49nBrXi+ax5OvGckRfJuaAp7P3EkBt2ifDGpK18G/0jfWKIK9HJV4aUR/Pbum+CP4e3Y9n5zTFte8hvtp8UjXKuPwQk82xQPFyVeHckuQp7WPYKn7pTLgNfHtKE8qaZ248vgF/eOIeo6D40Kr4zkt3efeH+M4ggk3hjTlpf8RvnRgpSnhyTwbFPcXZR4bRTLe0q3cJ7di1wG/GNUG7Kov0O4l6BNzaLeMcRzzd1FiVdGteHZSvSK86Ou6ddHt+ElvxG+rnhsAMcyY1A8zy/OTa2geE/sEobuTupOuQx4bVQbkoi1D/PCTAGbmgW9ool3mZuLEq8K8O4R64uxnGv69TFtebzDvF0p64mUSdPg4U8nEyoXDfrNWUS22/QZiDC7DQOBTIb+cxaTxfEBUTHoNHQUj3enYaMREBlNH9eJeFjrdmjNUfz1n/sQtXgdADz8A5DMsXBImTAVngGBVIzKRYP+cxeT7da9+/HUhpDJ0G/OQuIBlhjsgfk9+TY1s1Ii0TZUUgH+t/A/YeEAAMfulmHVySwYTBZM6RaO6UmRPPPJO8V1+PJgOkrq9OjfKgCP9ufbJZTV6fH5gTTcLq5HmxAPPD8skVL5AMxrpVXH7+FYejmCPFzw3NBEXie2WG3YcjEPv10ugItSgYf7xmJQG/pCAoDj6WVYdTwLTUYLJncLx4ykCJ6cPK24Dp/befdN8MfjA/g+NmV1enxxMB23iurQOsQDzw9NpFQ+ALMG5vvjWTiSVoZADxcsHdoKbUPpG6pD8bflUj7USgUe6hsj6L1y9m4xtuy/iiajBcN6JGBcr1Y83hkldVi/6wJKanTo3joUs4Z34tk8lNXrsf73S7ibX4X4YC/Mn5BMEjou718P3cSZ1HwEeGgwe2wS2oXTA7zVasOe85nYdzoNKqUckwZ3RP8O/BvqufQSbNl7BTqjBUOS4zGhTyKPd2ZJHdbvvoCiah2SEkMwa0RnHu/yegPW/34Rd/KrEBfshfnjk3l2IE1GC344kYVDd0sR4O6CZwYnoKNTImC12rD9agF+Pp8PpVKGRb1jeDYPALP28Ntj99BoMGNCl1DMToniyeAzS+vx+cF0FNY0oVecH54YGM+zp6hoMOCrg+m4XlCLhEB3PD88kWcH0mS0YPXJLBy8Uwp/dzWeGZyATk7mkzabDduvFGDzhXwo5DIs6h3Ns3kAGOHCt0fvocFgxvjOoZjTg8/7XhnDu6CasfpYMjCeZ09R2WDAV4cycC2/BvGB7nh+WCueHYjeZMGPp7Kx/1YJ/NzVeGZQAjHr5PLecbUQm87nQSGTYWGfaOJLx8XZrAp8c4ThPa4Tw9s5ic0qb8DnB9KRX61DSowvnhyYwLN5qGwwYNnhDFzNq0FcgBueH5bIs9Vw2GHsv1UCHzemvZ1tNWw2G3ZeK8Kmc7mQy2SY3ysKozvyE/Tz2ZVYcSQT9XozxnQMwbye0Tze2eUN+OxgOvIqGd5PDeLzrmo0YtmhDFzJq0asvxteGC7Me82ZHOy7WQxvLcO7q4DP3s6rhdho5z2vZxTGCDwQXcyuwtdHM1GrM2Jsp1DM7RnFsx3IqWjAqj+vIK+yAV1jA7F4aEeePUVTfR3ObvsZRWl34B0cij4z5sE7iL6ezCYTruzdjYxzp6Fx90CPydMQluiUeAG4e+YErtnL4nQePgate/XjxRSm3cK5bVugb6hHQo/e6DpyHJQqui2rS4px+tcNqCkpQlhiW/SYPIN4WxHeDfU4t+0XFN69Be+gEPSePhc+IXQ7mU0mXN33O9LPnoLG3R0pk6YT3y4u9lwvwrqzObDZgLk9oyh16X8CkoXDv4b/CQuHM/cq8OyWa+QdfmphHSw2UOaTeZU6LNl0hSzavllYi2qdEe+Nb09eleiMZizdcp0sTr9ZWIuC6ib8MK875bn1yb672HAulyxYzSxvxNqFSZS3zy8X8/DO77eJQud2cR1Wzu6KXpwp3XNZlXj2l2tkzcStojpYbTbKfDK/SofHN19BVjmXtwkfTGB5NxkteP6366R22c3CWuRX6bB6fhKVjP1zXxq5+ABGObhuYTLl7bPlUj7e3H2L5V1Ui29nd6Nex+guXYLfk0/hkZoa5g/rVah78UX4zmPN80xFRZA//Ahm3WOVNg2XpsD93XcJb2tTE/RLn8Hokycx2h5jPNgdlu9WQuHOvv6q//xT9Fi/AT3sxFXbI2D4fhVcYtjZpbod29Hq3feQYK/vJd/kgYYvv4R7n94s7ytX4LvkSTxcXc3yfuF5+M6fz/IuLobs4YcxM5PlXX9xEtzfew8yOXOzsur1aHrhGYw6fgKO513jwW6wrFwJhQc7y/n5gTT8dDqbrAdML6vH2oXJZPYBALZdKcDrO1PJGp/bhXVQz5JjYCKbkF/OrcbTP18ldSVvFdXCZLbhYY6JY3FtE5Zsvoo0uwLuRkEtKhqM+OfkjmSGVW+y4OWtN3DYvjj9ZmEt8qp0+HFBEpXUfHUoHT+czGJ5lzZg7cIkxAey323H1UL8Y2cqWeNzp6gOaqWc8ou7msfwdtSVTC2shdFsJUWdAUaJu2TzVbJInuFtwKdTOpGHJIPZgpe33cQhe727m4W1yK1sxJoFyVRy8NWhDHx/4h7Lu6QBaxYmUbYpu64V4bUdNwnv28V1UMnllF/c9fwaPLX5GqkrmVpYC4PZSs2alNUxvB2L5G8U1KK83oDPp3WmeL+6/SYO3GZ551TqsGZBEmX38vWRDKw8xuVdjzULk5HImTHffb0Ir22/SdYm3SqqhUohp/zibhTU4MnNV4kAx8F7yUDWfqSsnuHtUNneLKxFWb0BX0zrRB42jGYrXtt+E/vsi9NvFtYip4rhzZ3p//ZoJr45do+si0svrcdPC5KoGfPfrxfhVSfeSoWcsk1JLazFkz9fQWmdnXdRHXRGC57mvKForKnGyc/ehn/2PfgDwDngVHZfjHrqBcgVTDJmMZtx6IdvkH7+NADGhqGmpBiTXn2b8q66sHMLzm3/ldQzrMjPwcSX30JgNHs9pZ87hQPfLSdrqsqysyBXKNAqhR1PynKysOfLT9BQzdjrlGZnwmwwoNfUWSRGV1eLP5b9E6VZGYRTQ3UVRj31AhRKZmy2Wiw4tPpbpJ89SWKqS4ow+dV3oPXyJse6uHsrzm79meWdl4MJL7+FoBi2X+5LLcZL224QQc2tojoo5DKef5mEvw8P/OtCvcmCJZuuUIssjRYr3tyVSlQuAPDi1uuUKs5mAzaey6NUQl8eTOcVhz1zrxKfc6Tiu68XYf3ZXEoRlF3RSFkKZJU34I2dqVS9xNomE5ZsvkKk4gYzw7vaifdbu28hnSMVf3nbDZJgOXhvPp9HqW2+OpzOKw57LquKkor/caPYXuCVjcmt1OF5Du/sika8tuMmxbtOb8aSzVeIVNxmNKLg2edgcSRYAGAyofSjj6BPY89X/PobMHISLACo+W0rarfvINsVK79D48mTVIzu0iWUf/EFe/79B1C1bj24xE35+Sh65RWybczPR/Gbb8HGKaBqra9H4XPPwapjFHE2kwmFzzwLiyPBIrw/hv72bZb3m2/BmEnzrt22HTXbtrG8V61C4/ETVEzTpcso+/xzsr3/VglWn8qmBBf5VU2UFUJ+lQ6vbL9JLaKuN5jx9OarRAVntlixZNMVqnC3yWLDB3/ewU2OKusfO1JJguXA1ssFlBLyW7txJBeXcqvx8d47ZPvQ7VKsOpFF8S6obqKsEAprmvDS1hvUIup6gxlPbb5KpOIWqw1LNl2hCnebrTZ8tPcu8UMCgNd33uSpELdfKcRmjmrsu2NZJMFy4EpeDT74k/3djt4tw3fH71G8C2to3iW1ery49TrFu8FgxtO/XCWL661WG5ZsvkIV7jZbbfhk311cyWP7zus7U3kqxJ3XirCRU8j4hxNZJMFy4Fp+Dd7/g23v4+nl+OYozbuoVo+nORYOZXV6vPjbDWrxd6PRgmd+uUYWjjt4l9fTvD/dn4ZLOWyB8bd23aJsTAB2THNg9akskmA5cD2/Bu/tYdv7VEYFlh/JpIQ5xbV6ynqirF6P57dc5/F+9terpCi9zWbDk5vZBAtg+s4XB9NxnlNg/Mja71GWTV+XaWdP4gqn0PKVP3eRBMuB0qwMHF37PdnOS71BJSoA0FBViT3L/knEH7raGvy54nNq0brJoMferz+Hrq6W8N7zFZtgAYDNasXZrZuRl8ra+Rxd+z1JsBxIP3eKKmZ9Ze9ukmCRtsu+hyNrVpHt/Ns3cWbLJpp3dRX+WPYJ4V3VaMQzv1yjFMtNJguWbrlO9QsJfy8e+CTrZEYFlag4YLMBu68zsvaSWj3OZ1fxYgBQvjY7RWTZu6+zMbtEJNAXc6pJEc7d14sE1YzVOhPx6jqdWUHdOCnedh5l9XpiisnjzZG+77oqzJv+bsK8L+dWE2n+HhHetU0m4ifWeO4cLBUV/CCbDXV7/gAAmCsr0Xj2rOD56v5gq9LX7vldMKbWfhwAqNsjXMVef/0GjHl59mP+CVj46iNrfT0ajh9neJ+/AHO5cJHV2j/svKur0XjqlDBvLqffhTlxY3aL9KUbBbXItif7e24UC6pH6w1mHLYnFeezqyjfMi4cv2+tzkT5vQnFMJyE+wD3QUOsn9wqqiP+Vn/cKBJUjzYaLSQZupBdJVq02cGpTm+ivNS44HLdJcJp9/UicoMR432nuI48tOy5USSoHtUZLcTC4VJuNeVHRXNi2qnRYOYlq0JcxcaTPTeKYLW3n9h4klZaT5K4P24WC6owm0wW7LdbOFzNrxa0smE4MTx0RjMv6SMxLRhP/rhRTPzyxNo7s6wBqXZvtH2pJYK89SYrsXC4ml+DHAErGy4ns9GIzAtnBGPunj5O/n/n1DHBmIzzp4m6UCymuqiAJHEZF87AYuLfU8wmI7FwKL2Xgepi4Ta4e/qYPd6E9HOnBWPutIT3hbOksPXdU8cFY6qLi1Byj5kE2JdaIqh6NZqt2JcqbPEi4a/HA59kmUQk4ADIjEyzMZzPxOK4HVdMcs7dvyWcjGbxpXBGcpxmYsxsUiF2Pu7+zXFqEW+HqafA4OOAzT4g2MxmCJr/ALAa2cRS7Fjcvzd7PvtnLeJkEpcw24z2/Zvh3RJONs53a66ftKhfOvpJS343q1XUooTu38JBJouVJCstu56a65f3/26OzywWmzjvFlxzZouN/Fz/Lu+WXAOOccBstYlaq7RkPDFbbbDaif8t4wnHxFWUt7klvNl+1pLf1yhicwFwxrjmYhyGvFYrrFbhOG4y5PCUcobVYoXNTtxqFh8rzPZjiR2H+awFMY5xyWaF1SpsPWHl7G8V4221kJmrlpyvJX1Xwt+PBz7J6pPgLyoVH2ZXMUX4akWl4sM4Cq2hAgu8nWOGtRWOSQzyIGuyuKovLlxVCvSzKwd7x/uJSsUd5wjzduUp6wR5i3DichWLSQh0JxYOYrxdlHKieNSm9IDcTVi67DFkMABAFRQETfv2wjGDh7D/HzRYJIb9u/vgQYIx6thYuMTF2eOFY2RqNdz6MYtV3VJSIHcXtjlwnE8ZEABNx4735SR2Psf3B8TbO8bfjdgtiMWoFXJSEqpHjB88NcJLJx3rcfzdXQQLkgMt6ydD2waRdXJifSDSV4s2dgsHseOoFDLCOznGF95Oi6mdOfm4qZEUzV8oDYBaayR2vsFtAsl6M7GYcB9XYrcgFqOUy4gytnu0D3zEeNvHEy9XlWBhb6Bl48nAxECy/kmMU5i3K9rbRSlD2gTx1HcO3g5RSrcoH57C2Jm3h0YlWNib4X3/sWJAYiBZRC8WE+KlISWKxHgr5DJSOqxLpA9PqevMSaXRILK9sPVCfFIP9v/dUwRjojt1gVLNtE0cJ54Ldx9fYoUQ1y2ZV9QZYIo2x3VjzhEc3wpuPsJ9ID6pJ8Nb7YJou+VDc7zjugtziurQmSgH45KEv5ubtw9CEhg17OA2gbwi2gxvul9K+HvxwCdZnhoVPpjYnqckfLhvDLpyFDofT+7IUyz1TfDHjGROpfcRiYh18kmK8XejpOjTkyJ5leU9NUp8NLkD2e4c4c2rLK+Qy/DehPaEg4dGhY8mdeB5fC3qHUPVmfpoUgce7z7x/pjdg5VGPz8skefvFO2nxUscaf607hEYmEjz9tAo8TGHd4dwL2pxL5e3Q8WjcHdD8LvvAEr6xu8zZw60SWzl+uB33obCi1Yuanv0gM+smWQ74JmnoY6nz6eKiEDg80vJtveECXAfMICKkbu7I+T998i2pm1b+D32KOggOYLeeB1KH6YPyLVahLz3LuCk/PGZNRNuPdgBLOSdt6HwoW/82uRk+MxmF7P6P/UUXBLiqRhVeDgCX3iBbE/qEsa7Ebm7KPHJ5I4koWkT4kkt7gUYGfzb49qRG4+rWoFPJnfk2WHMTomkfIjen9CBd5NNjvGlrD6eGZzAe9gI93HlSfO5FgsAI9//5xSWd6sgDzznZD8ilwFvjm2HQA/mpqBRKfDxJD7vmckR5EEDAN6b0J5n45EU7YOFHKuPZwYn8OxHwrxd8frotmR7XKcwjGxP30i0agW18D8+0B0vONmPyGSMHYNDQeyitLe3kyJvevcIDODxppODblE+eKgvK8Z4alACz08r1EuDN8aw7T22YyjPNsVVxXBw8I4NcOfZj8hkwD9GtyEKYrVSLsh7SrdwkkAyvNvxbDy6RHpTIoonBsajfRjNO8RLgzfHsO09qn0IZbHA5e0Yi6P93Sh7EAfv10a1IYpWtVKOT6d05Nl4TOpKXz+DFj7KS2qC41shadxksp08YSqCYunryd3XDwPmP0K2E5J68opBK9UuGPbYM2QBvVdgMPrOXgBn9Ju9AF6BDCeFUonhjz0DpZpuyzZ9BlAJ1MAFj8LdiXdQbALNe/xkBMfT/dLNxxeDFrJjWnz3HmjbdyDNW6XGsMeeJgvow320eE3ADuPlEa0RKeK3KOGvx/+MhcOF7Ep8fSQTBpMVM5MjMVHAxyevUoeP991BSa0e/RMD8NTAeMjl9MVdrzfh4713cbu4Dm1CPPDKiNbwdKVvAlarFSuO3sOxtDIEeWrwysjWlLLQgZ1XC7H5fB5cVHI8OTAeKQJPkZdyqrD8cAaaTBbMSIrA5G58P5yqkkr88usRlNU2IblNGIZPHACFk7y5SafHjp8PIa2wGgmhXpg8Ywhc3ekLy2q14uDO4zibWoAATw2mTeuPgFC+rcSVk1fxx/FbcFHKMWlMMuLbx/NidFeuouLbb2FtaoL35EnwnjSJF2MsLETZZ5/BXFwCbe9e8H/8ccidkjNrYyNKP/8C+tu34ZIQj8AXXoDSKTmzWq2o+mE1Go4ehTIgAAFLn6OUhQ7U/rkX1Zs3Q6ZWw/+Rh+HWg/+EqLtq561rgvfECfCeMoXPu6gI5Z99BmNRMdx69YT/E08I8/7iS+hv3YJLfDwCX3geSm9vHu8jv5/Eqet58PdwwbRpAxAYxm/vPdeLsP5cLtQKGR7rH0cZtjpwNa8ayw5loMFgxuRu4YL+Q4U1Ony89y4Kq5vQK84fzw5OgNLp5tVoMOPT/Wm4XlCDhEB3vDqyDaV0c2DV8XvYf6sE/u4ueGl4IuKD+DPBf94oxrqzOVDKZXhsQJyg4eGN/Bp8eSgd9XozJnUNx6wUPu/imiZ8tPcuCqp16Bnrh2eGtOIlCzojw9th4fDqiDbwdefz/uHEPexNLYGfuwteHJ5IKQsd2JdagjWns6GUy/Bo/zgq6SO8C2rw5UGG98SuYZidwvcfKq5pwsf77iK/SoeUGD88N1SY9+cH0nElrxpx/u54ZVQi/N01vGP9cPIe9qWWwEerxovDE5EYzB8X999ieMtlMjzSLxYDEvl9KbWwFl8cTENdkxnjOodSSmUHSuv0+PDPO8irYiwclg5N5PHWG8347GA6LucyFg6vjmotyPvHk1n4M7UEPloVXhiWiNYCJq0Hb5Xgx9M5kMuAh/rGUkmfA7eLavH5gXTUNJkwrlMo5nMeDhyoqqnH9q2/o7qkBFGJiZgwfhjUavqhyWw04tSvGxgLh5BQ9Ju9AO7e/BmnK3t3I+3MSWjc3dFnxjwERPHHk3uXL+DyHzsBAN1GT0Bct2ReTFluNk7/sh76hgYk9uqLriPH8WIaaqpwYtNa1BQzFg69p88hM2tc3qd/3YjCtNvwDg5BvzkLBXlf3fc77p4+AY27O3pNn4ug6FhezOE7pVh9Mhs2AA/1icaQ//AslmTh8K/hfyLJ2nG1AC/+doNajPtIv1jqCf16fg3m/XSBKtHRr1UAVs/rTgaYsno9Znx/jlLzxfq74ZdHeiDQ/qRrNFvxyIZLVNFmT40S6xYlU942H+29g1XHs8i2Qi7DPyd3xGSOGeKua4V4fst1ivfiPjF4g/PE2JR6C/mLF8NSyyrJ3Hr1Qvh3KyG3X6jmigrkzl9AqflUUZGIWr8eqiDmyctmMqHgyafIQnAAkHt4IOL7VdB2Yae0y774EpXfs2ocKBQIefddeE9mk6i6P/9E4cuvAJz1ED5z5yL4H6+Rbf3t28hbtJhSIWp79kDEd99B7sI8/ZmrqpA7bx6l5lNFRiJq/TqogoNZ3k8/g4ajR1ne7u4M765dWd7LlqFy5Xcsb7kcIe++QyVRdfv2ofDFl2jes2Yh+M03WN537jC8OSpEbXIyIr5fBbl96t5cXY28efNhyGBVQ6qICIZ3CDMrYTObUfDss2g4xNYuk7u5IWLVd9B2707+9sXBdCznFMSWy5hZKW4ysi+1GE//fI1avzOnRyTen8DOQt4prsOc1ecpMUVyjC/WLUyGq/21dHWjETN/OEep+cJ9XPHLIz2I55RDFchVl7mpFfhxQRJ6cB4Slh3KoApLy2XAu+PbYw7HNmX/rRI8tfkqxXtmciQ+msTyTiupx+zV5ygVYnK0L9YtYnnX6IyY+cN5Ss0X5s3wdng3Waw2PPXzFfzJqdGmVSuwen539IpjZ/xWHMnAZxy1sEwGvDOuHZWMHLxdiiWbr1BrimYkReDjyeyr5PTSesz64TylQuwe5YP1i5OhVTMJea3OhFmrz1E1BUO9NPjlkZ5kZsFqteHpX65StSe1agV+mNedmqn89lgm/rmPVe/KZMBbY9piAcck9/CdUjyx6Qq1/mZqt3BqFjKzrB4zfzhPqc26Rnpjw+IUYlNT22TCnNXnqeLeIV4a/PxwD2L3YrXa8Oyv17Cbs2DeVaXA9/O6Ucn2d8fv4eO9bBFlmQx4fXRbLO7D8j56twyPbbxM8Z7UNQyfT+1EeN8rb8DM78+hjMO7c4Q3Nj6UQmxqDLpGbH3/dZTcY68nd18/THvzQ/iEMA/dNqsVe7/5glpsrlS7YPzzryG6czfyt0u/b8fxjT+Bi/5zF6P7mIlkO/vaZez+/EOYjSynNn0HYuSSpYR3dXEhtrz7GhqqWAFTcFwCprz+PnGMNzbpsPX9N6haiO4+vpj65ofwDWXuFzabDfu+/RK3TxxheavUGPf8a4jpwo4nP57Kxvt/3KaWlr46sjVlm/LvQkqy/jU88K8L6/QmvLY9lad2+v5EFq5yJNevbL/Jq4F2Ir2cKob62f40KsECgKyKRvyTY4Xw66V8KsFiOJjx6vabZPt6fg2VYAHMTeD1namEQ73ehNe23+Tx/vFUNi7nskrI4jffoBIsAGg8cwY1v/xKtsuXLefZJZhy8ygrhJrtO6gEC2DUdyVvvkm2m1Jv0QkWAFgsKHnvPZIsWRsbUfzGm1SiAgDVGzZAd+kSh/dbtM0DAN3Zc6j++WeW9/LlPLsEU14eyj5jrRBqdu6kEiwAsDY0oPh1OjGiEiwAsFpR8u57MNuTJatOJ8x782Y0nr/A8n77bdrmAYDuwgVUb9pMtiu+XkElWABjK1H26Wdku3bXbirBAuxt9/obZJH53ZI6KsECmBqYb+++hUr7zbvJaMFLW2/wFkhvPJeH0xy7kdd3pvLUqheyq7DubA7ZXnY4g2eXUFDdhI/+ZG+CO68W8uT7jUYLXt52g/DOKK2nEiwH73d+v0Vu3noTs48z758v5OFEOnv9vL7zJpVgAcCFnCr8dDqbbC8/nMmzSyisacIHHCuE368XUQkWwKgGX952gyj5MssaqAQLYHQO7/5+mxRJZzy5bvAWbf9yMZ9ScL6xM5VKsABGmfjjSZb3iqMZvKLNRbV6vPcHa4Ww52Yxr7i3zv6bO3hnVzTiU84Y5OD9/h/MrDzAPPy9tPUGb4Hzb5cLcJTD+81dt3hy/it5NfjhJDtefXssk0qwAMaegWvhsDe1hEqwAEbt+NLWG2RxfW5lIz7Zd5eKsdmAD/+8Q5TYJosVLwrw3n6lEIfusLzf3n2LSrAAxg7j++Ps+HFh11YqwQIYewauhUPmxXM8NZ/ZaMD+VctJEenashKc2LQWzjixcQ3qyhlOVosF+79bRiVYAHDn5FFkXmSV1UfWfk8lWABQci8DF3ezljAXd2/jFZtuqK6ieV86RyVYAKN23L9qOVkUX1CtwwdOCRbA+DrmiSg4Jfz1eOCTrFMZFaLFQ/ffYuTK+VU63iDNxrADs5i8mYpxugE5cLekHrmVjfbjCMc0mSzkBnM6sxKNxuZ5m4qKYLh9RzCm/tAh9v+HhSu913Nu8vWHDwnGGDIyYchmbgwNR4SPY9Pr0XCSsTZoPHcO1sZGwbj6g8w5TKWl0Kem/t/z5vy94fARwRhjVhYM9sSy/pAIb6MRjScYP6vG8+dhrRcuxOrgZC4vh/76DeGYw4cF/y90HACoPyLCOyeHJGgHbgn3N6PFSqwNzmVXok4vrCxy9MXKBgMu51YLxnD77kGR/n3gdglJoMT6bm6lDneK6+0xwscxWWw4cpe1cBArEOw4R3WjERdzhHkfoK5LYU6H7pSSREQsJr+qifhCiX1/s9VGLBku5VSjSsBaBWCvy9omk6glzP7b9x9PjtwtI1YIYuNJYU0TUotq7bxLBEWvZquNWGZczq0WtIQBgP2pTEy93iRqCbOf0xcPivTLo2llJPkUa+/iWj1uFNTYeZcK8rZweF/JreYlqywn5hw6o5nnXyjEO/PiOcGYnOtXiRUCNwHioqGqEsWZTAJ+7/IF2Gx8NZ7NZkXmJeYcxRlpaKwW7gOZF5hzmIwG5Fy/IhzD4SrK+8ZVmPRMEn3v4nnBmMbqKhRnMIns4Ttlgmpdq03895Lw1+OBT7KcS3RwobbXKmwuhvuZWBx3UaZYcWTu/i05n1opXByaibF/phRWlQGMco78XyWshuL+XaYSVh5xPxM7DvezZmPsnGTN8Jb/y7z/TU4kppnv71jXoVTyapH9K5z+Vd7N9l17n2tJf1PK5WK0nfq3cJBKISevN1rCSew4dMz9eSsUMkE1lPP+Ym2gVMjI9/53ebfk2nWMJ0q5jCe0EeItdiyFXAa5nfi/O56oWzKe2D9TNMObuyZL7HxKuZz8Xi0b41rw3VoQI5fJoBDp4NxzKETGHblCDpmduFwpfl069hc7TotjHGOOTA65XFhBzl3j6bzek/xdriBVJprndP/xxFlYIOHvwwPf8n0T/AUl1zIZMM5efDfYS4NkEcn1BE5dp/ECNbUARrlE/i9Q0BdgFFGO2nVjO4UK3jy8tSoMSHRYOPgLSq5lMvZ8qsBAaFOEpbueY0YL/p+OGUP+7yUS49qlC9ThzPk8R44E5PwuIffygnt/uxVCjx5Q+AtUe5fJCA+lnx/cevUU5jSaw4nzfy68qO8mHKPp1BHqSGbdkucoEd4eHnDvzyiJ3FKSoQwQrkTvNdrO28cHbr17C8a0qL3H3r+9Ne3bk0X7YzqGCN703F2UROKeEuPLKzLsgKMvemlVlPKNC27/HidSw2w8p0+L1TlrF+qJ+EDGemJ0x1CeKhZg1m45eCfH+CLUS5i34xyeGpXgImgAGN/l/tfcuE6hJDkcLxLTOtiDLH4f3TFEkLdWrSBKtm5RPrxajiwPhpObixKDRXi3ZDwZ2zGUKAfFvltikAdRVI7qECKYILqqFMSeoUuEDyJ8hXk72lurVoraSnC5inEa3TGEWE+ItXd8oDva2wujj2gfLJhEalRyjLBbdHQO90aUiPLNUTxdo1II1vN05uGsGnQgIaU3SUTa9BGO8QkNR1AsI/BJSO5FEiUuFCoVEuxldYLiEsg6L2e07j0AAKBUqZCQ0kswpg2Haxsx3sk9yQL51iK8vYNDiDJxRPtgwWRKrZAL1hWV8PfggU+yNCoFvpnVlbI5UCvkeHdcO6rW2mdTOiGWU6NPJmNk8NyL9LmhrdA7nlYA9oz1w/Mc2fe4TqGY2yOKmjmI9tPis6msj0tcgDveHd+eesry1CjxzayupEK9i1KBb2Z3pbyE1Ao53h7bjqpZFvLBB1BzlXQyGbynTYPX+PHkTwFLlsCtF30xa5OSEPDss+z5R46Ez5w51EyNKjISoR99yJ4/OhrBb79FzZLJPT0R9sXnkLsyA7hMrUb4V19CwVXSqVQIevUVaBJZmXnIe+9BHUsrX7ynToHXJHbhqP8Tj8OtTx8qxrV7NwQ89xzLe/gw+MybS/OOiEDoxx+zvCMjEfLuOzRvDw+EffEF8fSSqVQI++pL2p5BpULgKy9D05YVGoS89y7PVsJr0iR4T2Yl1/6PPQa3fn1p3t26IfD558m2x5Ah8F2wgEr+VGFhCP3nJ2Q7wleLjyd1oAZGDxclvp7VhSzmVSrk+GZ2FyohVylkeG1Ua+JHBAAfTupA/LccmNyVKTjuwBMD4nhJTbcoH7wyghWIDG0bhEf6xVIPCWHerlg2ozO1/clkWnbvbuftKEitkMuwYnZXyp5BKZfhlZGt0ZlTJPv9CR14thKTuoRhFkc9+fiAOAxxKq7eJdKbErYMah2Ex/rH8Xgvn8mKOkK8XPHZ1E7QqGjey2Z0IeOHQi7DN7O7UvYMSrkML41IRDdO8eP3JrTn8XYUwHbgkf6xPBuPThHeeH00y3tAYiCeGEDzDvXSYNnMzmQ7yFPD4+2mVuCrGZ2JtYpcLsM3s7pS9gwKuQwvDGuFJI4lzLsT2vFsJcZ2CsW8nizvh/vG8mw8OoV7UYKcvgkBeGpQPMU72FOD5TPY9g700ODzaZ0oH0OtWoGvpncmilYH70An3s8NaUWpsd8e147nGTi6YwhlUdJt9AReUhMUG4+BC1gLh8j2ndBj8kwyQwQwi8zHPPMSSdi1Xt4YueR5KF1YTioXDUY9+TypgSiTyTD6mZcoewaZXI6eU2Yisj0rkBi04BGSvDnQKqU3uo5ix+8uI8ehVU96PAmMiaN4R7TtgF5TZ1O83Xx8MeaZlwlvXzc1vpremfJfdFUp8MX0TjzbDgl/H/4n1IUAcDStFN8fz4LeZMXkbmGYmRzFmyW4U1yHLw6ko7ROj36t/PH4gHiq8DPA1An7/EA6bhfXonWIJ14Ylkg8dBxoNJjx3bFMHE+vQKCnC5YOTURbpwHAZrEg9/d9OHzqNlxUCowY3RP+ffizOxVnzmPfntPQGy0Y1LMNYiaMhExBTzHr09NRvmw5zKWlcOvdC34PPwKFO20ZYS4vR9nyr2G4fRsuia0Q8MwzRFnogFWnQ8XqH9F44gSUAQHwf+opuLZtQ8XYrFbUbNuGmm3bIVer4btwATwG0v4sAFB/6hSqVv8Iq04Hrwnj4TNtGu81oT4jAxXLlsNUUgK3Xj3h98ijfN4VFShbvhyGW7ehbpWAwGeeIcpCwrupCRWrV6Px+Ako/f3h//RTcOUkRoT39u2o2boNMpUKvgvmw5NjIOpA45kzqPhhNayNjfAaPw4+06fzeWdmMryLi6HtkQL/xx6jClYT3l9/DUPqLajj4xH47DNEWcjlXblmDWM94evH8G7Xjo6x2rDtSgF+uZAHpUKOxX1iKCNOB05nVuDbo5loNFowoXMoZveI4r0eyCirxxcH0lFY3YSecX5YMiieJD0OVDQY8NXBdFwvYKwQXhzemszAku9vsuD7E0y9QD83NZ4d0gqdOIkRwKidtl8pwObzeVDI5VjUN4bMTnBx9l4FvjmaiXq9GeM7h2FuTz7ve2X1+MzOu0csw9vZG66ywYCvDqXjen4tYgPc8MLwRKKI5PJefZKpF+jnpsYzgxPQmaP4ZXkXYvP5XMjlMizsE4NRAk/557IqseJIBur1ZnsSEs17/ZVV3oDPDqShoKoJybG+eGpQAo93VaMRXx1Kx9W8auJ35VBEcnn/eCob+2+VwNdNhWcGtUKXKD7vHXZLGJkMWNgrBqM68nmfz67EiiOZqGsyYUynUMwX4J1dzggA8qoakRzji6cHtaIKbQPMerkv7bxj/N3x4nBh3mtOZ2Ov3cLhmcEJ6BrFf2Ow61ohNpzNhUwGzO8ZjTECM3wX7Lxrm0wY3SEE83tHw8XJpqa6uAi/7jqMvMpGdIkJwJhxw+DqTie6TfV1OLP1ZxTbLRz6zpwHr0C6X5pNJlzduxtp505D4+6OnpNmIKw1PZ4AwN0zx3FtH1Mqq/OI0Wjdiz+bVHD3Fs5t/5WxcOjRG11GjoPSaRasuqQYp3/dgJriIoQktkGvqbP4vBvqcW7rzyi8extewSHoM2MefILp39dsMuHqvt1IP3saLm5u6DFpBsLb0OMJAPx+vRDrz+TCBmBuzyjR2en/W0jqwn8N/xNJlrMsGwBGtAvGyjldSZZ/6HYpHt90mSqt0TrYA1se60luRJllDZi26iy18NVHq8KWR3siwf7KoV5vwtTvzlIqLZWCeRpz3BxtNhsKn30O9fv3U5z8n34KAU88QbYrVn2P8i+/pGLchwxG+PLl5Iml/tgxFD71NFXKxSUhHlEbNxKzT0N2NnJnz4Glil2IqfDyQuSG9dC0YmbhLA2NyJ07F4Y7nIX0SiXCvvwCnkOHkj8VLl2Kuj/30ryXLEHAU0+S7crVqykFIAC4DxyI8G9WEN4NJ0+i4IklFG91XByiN20ks2DGnBzkzJlL1UKUe3khav06MitmaWhE3rx5VBFnKJUI++wzeI4YzvJ+/gXU/cHWDgQAv8cfQ+Azz7C8f1qDsn/+k+bdvz/Cv/2GJLYNp06j4IknqBI56thYRG3aSIxNjXl5yJk9G5ZyDm9PT4Z3a8Z80arTIXfefFoAoFAg7LNPmdeydjz36zXscKpf98SAOMpI9sdT2ZSyCwAGJAbgx/lJ5EHiVEYFFq+7SKm0Yv3dsPXxXvC1zxrkVeow5bszlErLQ6PEzw/3IK94mowWzPj+LK5zik8r5DJ8Ma0TNVg/v+U6tl0poDg92j8Wr45kk/a1p7Px9u80774J/lizIIm8djqTWYGFa2neMf5u2PpYT/jZZ5Pyqxje3CLCHi5KbH64BzqEs7xn/nCOKj4tlwFfTOuMCZxXjy9tvY4tl2jeD/eNwT84xqbrz+bgzV23muV99l4lFq69QBWbjvLTYutjvcisQWFNEyZ/e4aqPenuosSmh1JI0qo3WTB79XlKuCCXAZ9O6UTZvbyy7QZV7BtgjIvfHMvy3nAuF2/uSqUWm/eK88O6RckksT2fVYkFay5SYqEIX1dse7wXMZItqmnClJVnqNqT7i5KbFjM2tToTRbM/fE8JVyQy4BPJnfE1O7s7OlrO25i83lWwQ0AC3pF4+1xbHKw+Xwe/rHzJsW7R6wv1i9KIQliwd1b2PbhmzBzisB7BgRh5rv/hLsvM+NVX1WBn994EfUVrHpVpXHFlH+8i9BWTL80m0zY+v7rKLzL+X1lMgx75Cl0GDSM/OnQjytx/QA9nnQePhqDFz1Otm8eOYAD339NleIKb9Mek//xHkm0itLvYOv7b1DFpj0DAjHj3X/Cw5dZdtFQVYmf33wJdeXsIn6ViwaTX3uXJH8WswlbP3gDBbc544lMhqEPL0HHwSPIn97efQtrz+RQvGenROKDiR3wn4KUZP1reOBfF5bV6fHVoQze3/fdKsGJDOYmaLXa8M6eW7zaZXdL6rGe0yE/25/GUxZV60yUfHr92VyeDN5kseGd328TpVPjmTO8BAsAKr5dCVMpo2IyV1SgfMUKXkzDocNoPMlUZLfZbCj98CNerTxDRiaqNm4k2+XLllMJFgBYamtR/tUysl3zy890ggUAZjNKP/oINrt0ufHcOV6CBQAV330HUwmjTjFXVaF82XI+76NH0XDsOMv7gw95vI337qFq/QaW9/KvecWmrbW1KP+CTTxrtmyhEywub7t0ufH8BV6CBQCVq76HqZBJYMzV1Sj/6is+7+PHKYuI0g8/pBIsgFEyVq1fz/L+egWVYAGAta4OZZ9zLDN++42vsLRYmN/TzvtCdhUvwQIYbyFH0e4anRGf7r/LizmWVo6DHMXQu3tu8WTwWRWNWM2R5n91OJ0ng6/XmymZ/S8X86gEC2DUYO/tuUNqo13OreIlWABjm+JQ2NY2mfAJx9fJgZMZFZQi7N09t3m8sysa8T2H97LDGVSCBTBFtD/ay/bn3y7nUwkWwKiq3ttzmyjiruZV8xIsAFh9KpsU7XaYEQvx/jOVbe/39tymEiyAUWB+f4K1FFh+KINX3LvBYMaHf7K8t14u4ClDrTbggz/vwGCvT3qjoIaXYAHAT6ezSdHuBoMZH/95h6fmO3OvEn9wLCLe++M2T42dX9WE746x7f31kUxecW9n3juuFvKUoQ7eevvxUwtreQkWAKw9k4MMe9HuRoMZHwnwPpdVhd85FhHH16+mEiwAqCsvxYVdW8n2+e1bqAQLAEz6JhzfwPpd3Tl1lE6wAMBmw/GNP5JEqDw3m5dgAcC1/X+gPC+HOa5Bj+MbfuTVOi24k4q7HIuIY+tXUwkWw7sMF3b+xvLe+RuVYFHHt+Pu6RN0gmXnfWLjGqJATCup5yVYALDpfB5uFdXy/i7h78EDn2Sdy67ieU05cCqDueByq3SiFepPZrA3y9MiMmGufFgsprCmCdn2G4zurLBMGGYzdBcYKa7u0iWeZ5MDjWeYSu+mggKY8viDFBPDnqNR5HyO4zjHU5SKimG0WziIxcBiQeM5Rmasu3hJtECy43zmoiIYc3Luz6klvEVizKWlMNzLssecEYyB1YrGc0x7N12+zEuenM9nKimBMSur2ZgW8xZr7/JyYuEgJku32th+dimnmnczd8DRd8vq9EgvbRCMaUnfPZ1ZQSwcxGIqGgy4a7dwOJUhbANgs7Hnu5JbLWqtciqznD1mibCtxqkWXJdnsyqJJxM3novKRiOxcBA7DsU7rwY6EWsVx3hSzTmmM7jjidjvez67iiSsYpyqGo3EY0vsONz9r+XViFrCODjV6kxILRTm7fhNmuN0MaeaJFBinGp0JqTaPbbEjsPldD2/BvUGYYsSxzkMOh3P/8qB3BtXyf/zUq8JxhSl3yGJTt7N64IxhsZGlN7LZI55U/g43POV3MuAQSdsZePY36TXoziD/6DBHIc9R57I+Yoz02Bs0jXLyaBrJNYTzfUTsetDwl+PBz7J8nblq0DIZ/ZFoZ4apahUnLvw3HldggM+WnbxrljRW7kM5LWj3KksDBeOV3zOdf2oY9k/k7u7AwphCTB34bnYsbh/V3iLnE8mg9w+5dscp5bwdnCSu7uL2k+0hLecw1X0fDIZFF4O3t7CMWC/d4t4u7mJ8/a6P6cWtTcnriV9V6y/cT/TuihF7Qm4a4S8ncpDOeDpqiKv1b1EYrjna46T41oRu5a459CqFaIWBtR1KdJOHi5K8rq02Xay7++lbea72WNa8pu4qhWiknguDzFOHi5KonJsCW+x3427f0v6iYtK3gzv+49x7i5K8tqx+XZqOafm+wnzmVKtohahc6HxYF9Xadz4JZQA5pWhQ12oESkSz/1M4y58HO5nLYmRK5VQuQgrbLk8xI6ldHGBwm490xLezf0mPs30fQl/LR74JKt3vL+gdFmtlGOifS2Gn7uLaNX4GRwVk1A9OACYzlFoTU8SjhnUOoisxfAaNw4ygUFBFRpKVIDalBSoIvnHkqnV8LYrB5U+PvAYMkTwfN5TWLWb91R+/T0mZorg/7lw798fqkBGueU5dgxkGv6goAwJgbtdBahNToI6il/HTaZSwWsCw1vh5QXPYUN5Mc5cvadObQHvyYIxbn37kAXyXmNGQ+bK7wPKoCC492VUO67du9MqTQdUKqLUVHh4wHPECH4Mj5NIe3O+j9dkEd69e0MVyiz8Hdc5lFICORDo4YKBrRlLhm5RPkgI5A+wKoUMk7sya3bcXZQY01FYUs/t09x+zMUMTp+ekRwh6LnVO96PLHwe2ykUbgK8/d1diHqxa6QPEgXqBirlMkyxrzXSqpW8IsNCnMSuyxlO302Id49YX1IKZmzHEKLapHmryfjQKcKbV4zawXuqnbdGpRC1MOBynSHCe1pSBElqp3UX5p0c7YvYAIdlRgg8BHj7uqkxzF6Xrn2YF099BzDr6abZ10hpVApMEqjpCoBSoc4QGeOmdAsnSe30pAjBB9duUT5E1T2yQwg8NHzePloVRtiLebcL9ULHcP4DCZe3QqlCu36DBDlx11F1GDxcMKZd/0Gk+HP7AUMhk/FveyEJifCPjAYAtErpBY0b/5rTuLmjlV29GBAZjZD4RF6MTCZH+wFD7LyVaDeAL75heLNcRXn3G0z8scR4B8clINBev3BE+2DBxNZTo8TIDv/Z+oUSWo4HPslSyGX4aX4SNaAHerjguzldKdXUJ5M7UoVg3V2UeH10GwzkFFl9rH8cZqdEkqdMpVyGmcmReGIAK+nv3yoAb4xpSw3WfRP88ekUVrarCgpC+NfLoQxkj+2SEI+IVd8RJZtMLkfEym/h0oq1h1AGBCDsq6+gCmMHwpB336HsAuRaLQJffJFS/PktWgSfWTMBh6pFqYT31Cnwf/wxEuPWqxeCXnuNmWUif+uJEI6FgyowEOFffw0lR5Wojo9DxHffsaaecjnCV66EC8euQRHgj7CvvoQ6nF2oG/z223Cze2s5eAc8vxQeHMWf78IF8Jk9m+WtUMBr8iRKHODWoweCXn+d4q3t2YOycFAGBCB8xddQclSJ6thYpr0dBqkyGcK//QYubdiF2Qp/f4R98TmVNAa/9SbcBwwg2zKtFgHPPQfPYexg7jt/HnzmzqV5T5yIgCeXsLyTkxH81puQe7D9UpuSQlk4+Lu74Id53RHC8ZOKDXDDmoVJRFklk8nww7zu1A3U312N5TO6kJswALw7vh2GtAkiN2xXlQIvDGuFUR1YhdKCXtFY1DuGzB4p5EyitnQo2weTon3x/oT28OTcHFNifPHl9M7s93dT44f53SkfrFh/N6xdmEQsSgDgh3nd0SGMvYH6u6uxbEYX4rcFAO+Mb4dhbWneS4e2opKveT2j8FAfmvekLmGUtUq3KF98OLEDxTs52peyFPDWqrF6fnfKByvG3w0/LaB5fz+3G3Xj93NT48vpnYn4BQDeGtsOI9oFE94alRzPDE6gxAFzUiLxSL9YsnhbLmO8n14czl47XSJ98PGkDtRsXVK0D76exfL2clXxeEf7afHTgiRS3xEAvpvTjVKB+rqp8cW0TpQlzBtj2mJke5r304PiMakre+3OTI7Ao/1p3uM6heKVkawYo2O4Nz6Z3JG6qXeP8sEKDm9PjQo/LUhCuA/LO8rO21HfEQBWzulG2Xr4aFX4bGpHSrHdf+5itOrRh1i5KFVqpEycThIagEm4ksdPgdJhriyTI7FnX/Sbs4jEBMXGY/jjz1CzRyGtWmPMs6+QbbWrFhNefgtegew46BUUjImvvAW1K6uwHPPcKwhJYH9LjYcnhj/+DGXZ0G/2QiT27EsSJKVKjeQJU6nksP2AIUiZOJ3i3apnX/Sfy/IOjI7FiCXPUTN3IfGJGLv0VbLt5qLETwuSEMlRgUb4uuKnBUnw0IjPckn4ayFuI/sAIS7AHQt6R2Pj2VwYzBaM6RiKlBja78pbq8bCXtEwmCwordOjd7w/dQMCmMF7ZnIkKhsMuFNSj9bBHkzS5fRKY168KwYeu4obmbkI8NCgY9x4eDgZi2q7dYP3jOmo2/MHZBoX+EyfAXUc7b+kjo2F77y5qN78M6x6PTxGDIc2ma70rvDygu/cubDpDTCVlsItJQWeI+nZFplCAe9p02CqqIQhLQ0u8fHwnj6DZ03gMXwYDNlZaDxzFsrAAPjMmUsUcyzvrvCePh11f/wBmVoNn+nT4JJA+7yoY6JZ3k1N8Bg+nGeaqvD0hO8cO++SErglJ8Nr1Ciat1wO72lTYa4oh/5uGlzi4uAzYybPLd1j6FAYs+6h4cwZKP384Tt3LpS+tFRc29XOe88ehve0qXBJSKB5R0fDd84cVG/ezPAeNgxuPXrQvD084DN3Dqx6PUzFxXBL6g7P0bSxqEwuh/eUKUwZnjt34BIXC5+ZM3i83QcPhiHzHhpOn7LzngOlH90vu0X5YE6PKOy4WgiVXIaZyRFoHUzPSET7u2Fh7xisP5uNBr0FIzuEoHcCbQjroVFhQa9oNBktKKjRISXGlyfdlstlmJ4UgbI6PW4W1SI+0B1zekTyJP5D2wYhs7QeR9PK4eeuxsLeMUR55kDXSB/M6RmFHVcK7ddNBM83KtJPiwW9orHubA4a9GaMbB+MPk683V2UWNArGo0GhndytC9l6Akwieb0pAiU1ulxo7AWcQHumNMziifxH9ImCBml9Thyt8zOO5oUdnegc4Q35vaIxDY77+ndw3m+URG+WizsHY21p3NQrzdjeLtg9OMUPQaYG9q8XlFoMJiRX61DUrQvb5ZIJpNhWvdwlNQ24XoBYz0xt2cUldABwOA2QUgvqcdhwjuGZxvTOdIb83pGYuvlQshlzEyS88xVhK8WC3tFY+2ZbNQ2mTC8XTD6O5nUatVKzOsZjQa9GXnVOnSP8qUSLAfvqd0iUFLbhGv5tYjxc8M8Ad6DWgfibkkdjtwtg49WjQW9oxHiRc8odwz3wvyeUfjtcgFkAKZ2jyBKVgfCvF3t7Z2NmiYThrYJwoBWtC+aykWDLsPHwKDToaasGKEJrdFWYHar3YAhqKusQHFmGnyCQtF5xBio1PRbhZgu3VGRl4PMy+fh6uaBriPGwtOfbqfguHh0Hj4GqceZUlnt+w/h+V15+geg68hxuGLbjabGesR3S6GKNTt4dx4+GgadDtWlRQiJT0S7/vzZrbb9BqGuogxFGXfhHRiCLsNG8141hnTtjcZaf1y/ngqNmzviB3SFpz/dTh3CvDCvZxR+u5QPG5gC4Vw/PQl/P/4nLBxe3X4DP1+g1TedI7zx22M9yRqCTedz8Y8dtDoj0MMFvz/Vhwxol3OrMPOH81RxWLVSjk0PpRBDP1NZGXKmTIW5rIw6VvBbb8Jn5kwAgM1sRu6cuWi6do2K8ZoyGaHvv0+2i99+myr0DACaDh0QvWkjmYGp/u03lLzxJhWjCPBHzG+/kddlTdeuIXf+Atg46huZSoXIn36ENikJALPgOnvKVJhLaRVL0Ouvw3fObIa3xYLcufPQdIWut+U1cSJlWlry7nuo3ryZitG0a4eonzeTsjk127aj+B//oHn7+SHmty3kdVnTjRvInTcfNj2rvpGpVIj44Qe49WCSNnNlJcO7mC6iG/Taa/CdN5flPX8+mi5dpnmPH4fQT9iZo5IPPkT1hg1UjEvbNoj++WfI7a93a3buRPGrr1GqIYWvL8PbPsPYdDMVufPmwdbEEVOoVIj8fhXcejJeaOaqKmRPmQJzEc078JWX4bdgAQBG9Trzh3O8OnjjO4diGWcG5r09t/HjqWwqpk2IJ3Y80Yvc+HZcLcDSLdcpsZOvmxq7lvQmr/lSC2sx9buz1IJ0lUKGnxYkoa89iahqNGLcilMoqKaFIq+Nao1H+jEPCTabDbNXn+fVwRvTMQQrZnUl2x/+eQffn6CFBK2DPbDjid5kBmbXtUI8++s1irePVoVdS/og0u4EfquI4c1dkK6Uy/DjgiSSRNTojBi74hRP4PLyiNZ4fADLe+6PF3gLhEd1CMa3s7uR7Y/23uEVeE8M8sDOJSzv368X4elfrlK8vbUq7HyiN3k9eae4DlNWnqEWpCvlzMzkQPtr1VqdCeO+OYVcpwK+Lw5PxJKB7E197o/nqUX1AGNT891clvc/993Ft8fogusJge7YuaQ38QP882Yxntx8hapx5+Wqwo4nepGZ0bSSekxeeQYNnAXpCrkM38/tRhz96/QmjF9xmqgyHVg6tBWeHsw+3CxYcwHH0mjF39C2QfhhHpuMfH4gDV8fyaRi4gLcsOvJPuSNQcb5M/j9y4+pmoIuWjfMfP8z+IUxrxUrC/Kw+fUXyGJxgHkgGrf0NcQnMQ9TBp0Om157DtXFtKq355RZ6DV1Ftne8ck7yLpykYqJ7ZqEiS+/RbbP/LYJZ7f+TMX4hIRh9odfwkXL9N3Mi+ew+/MPKd5qVy1mvf8Z/MKZ17KVhfn4+fUXqIX0MpkcY5e+goRk5vVkg8GM8StO4V453d5PD4rH0mHsbNpD6y6RupAODEwMwJqF9MP7vwPJwuFfwwP/ujCnolFQ3nwtv4YUGDWarfjyYDovpqzegJ84N68vD2ZQCZZj3y84HlzVGzbyEiyAkfU71Gv1h4/wEiwAqN22nRRjNhYUoGbLb7wY/c2bqDtwEABgM5lQvpxvl2Apr0DV2nXsuVd8QyVY7L5fk+2qTZt4CRYAVKxYAat934ajR3kJFgDU7thBijEbCwpR/csvfN63bqF+3z7m3GYzypct48VYKitRuXYty/ubb6gEi/D+muVdvWkzL8Fy7Gu179tw/DgvwQKA2l27iZLPVFzMSwwBwHD7DrGtsFksjO2F03OHpaoKlWtY3hXffksnWABgMlHWFtU//8xLsJh9V8Jq3/dYeplgoeFd14pIQfOSWr2gLPtOcR122yXuVqsNn+1P58ngqxqNVJKz/HAGT/Fnstgoj7lN53J5CRYAfH04Ezojc9M9nl4uWGh4z41ioiwrq9NT15YDd0vqsetaIcv7QBqPd7XOhO84VgjMuWneZqsNn3GsVTadzxNUEH9zNJMkC6cyKwQVWH/eLMFNu21FudOY4EBaaT22X2XsH2w2Yd41OhO+O87yXnEkk6f4M1ttlCXMzxfzeAkWAHx7NBP1ekbFeyazgpdgAYxNjcO2orLBgNUn+bwzyhqw/QrL+9P9abwiwrVNJqzkJGcrOG3mgMWJ968X8nkJFgCsPHYPtU0M73NZlbwEC2AKRztsK6oajVjllIgDwL3yRmy9xI7rp35ZzyvabNA10lYIO7ZQCRbAmBSf+oW1X0k9epCXYAHAxd3boG9gFLoFd2/xEiwAyLpyEQV2+4emhnpc3LWNF1NdXIjUoweb5W1s0uE8h/eFnb/xlIo2mxWnfmEfCLdeyuclWACw6kQWqu22Q5dzq3gJFgAcTSvHuSxhRbCEvx4PfJJ1vaBGsNI7wMiaAaCgWoeKBmH5/lWOt46zz47Q35uuC0uALVVVMBYUNBsDmw36mzcBAPobNwCrsDS/6Qazv6m4mOfHxMbcuC+nlsRYamqITYQobwBNN+y8U1PFeV9nzmcqKRFMRAFAf53lpL/2f8/bWlsLY24udd7mjtWUmgpYhCXujvY2l5bCXCJcrf4/1d7WujpimeHon0Jw9LkbBTXEpkAspqzegMIaYYsSbt+9KtK/r+fXEAsHsWug3mAmnkxXW8D7ZmGtqLWKI6ai0SBqrcJtGzFONwtrYbZbIYjFNBjMxJOped7MTT+1qJbnp+fMqarRKJgYOfMQ43S7uI7y7hJCo9FCbDnEfjeGE7P/raI6GC3C16Vj/9omk2Bi5MxVjNPdknpi4XA1XzimyWRBeovam/nsDqctxGIMukZUFfH9zQAQ+wIAonYJlQV5xEuqOIPvgQYAZqMB5XnZzR4HAErsn1XkZsNsEr6nFGcyMcYmHSoLhC14SjLZc4idr6owHwYd08/E+oDBbCUPZC1pbwl/Px74JMu5JIjQZ37uLqIV4bmLSUNECtqGerN/dy6d4oBMpSLrbcRiuJ8pm41hXqcpfH0FVYrO5xA7H7c8jeOY/CAVKfjcPKcQ+7/iKhVVqP27+fgIqhQBQBkawvm/MCeKd6gIJ6WSFHxulpODd3AL2tvbW1ClyOMk1t7UbyLS3goFEUSEtKDvNtu/7f3VW6sSVPsx+2s4/xc+VqiXhqjdQryFfzeFXEYKVYsVUOZ+1hxvx7odT41KUO3nvL8YpyBPF7JeUqwYtVzGFIhvKafmvptjfw+NSlDtx+MtwinAgx2PxDjJZOz+oSLfn7t/c9/N8Z3cXJSUMECMt9ix/N3VxAIi1Euct6OfNMc7zP6ZWBtxeahcNKI2B9y1VB5O66occPXwJIWWxWIgk8HDL4B3TGd42NdAufv5i8Y49le6uFAL1anjcPYX46Rx94BKw4z/zfbdlowVzXwm4a/FA59kJUX7UgomB7y1KrIQ1ctVReTuXCjkMqow6qI+AhJ/AAt7s3/3mTNb0EvJc/w44n/kNW4sXUDZDpe2bcgaKW2XLtB04Jc6kHt5sVYI7u5UQWWWuIJR5dnhO3+eIG8f+5olAPCZNUuQt9fYsWTxu9eYMXQBZQfv1q2hTWHe6bt26gTXTp14MXJPT3hNmMD8382NKqjMBsnhO2cOy3ueMG/fuRzeMzmqSS7v0aPJ4nfPMWOgcFpQDgAuCQnQ2tdIuXZoD9euXXkxcg8PeE+089Zqhe0w5HLmd3fwE2lvX257z5whyNtz1Cgo7Unt2E6hVCFiBxIC3dE3nolpH+aF5Bh+PTgPFyUpX6JRKQRtDmQyYEEvtu8u6h0tyJvbv+f2iBb0rhrVIYQsIh/TKYQq6OtAXIAbUfC2CfFEz1j+b+LuosS0JNYKYVaKMO+FHK6Let//upzTI0rwQWpk+xCSQI3uEIIgTz7vGH83skaqVZAH+sTzb6BuagWxwFAr5ZjNKQTN5c0tWCw2nnBjZqcI8x7eNpjcGJnvwE9Gov20xDIjPtAdfRP4vLUc3iqFHHN78nkDLWvv+T2jSTI+KyVS0HNrSJsgsgZweLtgweQ30ldL1nbFBrhjQCI/yXDl9Gm5QoHOw0fzYgCg68hx7P85RZe56Dx8DCn31XHICCjV/D4Q2zUJ3kHMg1Rc9x7wDAjkxXgGBCE+iVkr6hMcitiuSbwYpdqFlLmRyxXoMnyMIKcuI1mu3O/gzFsuZx6eZiZFUoW2HRiYGIAY+xpApu35yVSYtyuv4LeEvw8PfJIFAD8u6I5hbYOIh0vXSG9sXJxCGey9Pa4t5veMIh01xt8N38zqSmpxAYzHzT9GtYG/O7Ofv7sar41qjTmcAdW1QweEL/sK6uhoAIDM1RU+s2Yh+I03SIzCywuRa35ib+pyOdwHD0bEd99RvCNWfguPoUOJ4ahrp06I/PFHSvEX9Oqr8Jk7FzL7Qkp1VBTCvvgC2q4cafrkyQh69RUyI6Xw9UXgC8/Dl5OIubZvh/Dly4lXlEyjgffMGQh+k8Pb0xORa9fAtVs3lvegQYhYtYoMrgAQ/u038Bg2jPDWdOqIyB9XU8q5oJdfgs88lrcqKpLh3Y1dqOs9cQKCXnsNigA7bx8fBCxdSiUrmrZtEb58GdSxsSzvGdMR/M7bLG93d0T+9BNcu3N4DxiAiNU/0Ly/WQGPESNIsqnpaOcdwA7yQS++CN/58yF38I6IQNhnn8KNo/r0GjcOQf/4B8vb2xsBzz4L3/nzWd6tWyNixddEUSpzcYH3tGkIefcdEuPuosTmh1NIEiWXMYqtdYuSIeeYEK2a0w2jO4YQa5FO4V5YtziZUqC9PLI1Hu4bQ2a0InxdsWxGF/SMY3+T8Z3D8O74diRB8tGq8PzQVnioL3tTTQz2wPfzuhFvLhelHDOSIvDJZPaBQKtmeKdweA9MDMD6xSlUUfaVc7piDId3x3AvrFuURCnQXhqeiEf7xZIZrQhfV3w1vTN6cxKdsZ1C8f6E9iRB8taq8NyQVni0XyyJSQjywOp53dEqiOGtVsoxrXs4/smxVnFVK7DpoR4k+ZPJmBqQGxYnU7y/mdUV4zqFEoPX9mGeWLcomZoNeGFYKzzaP5bMaIX7uOKLaZ0om5hRHULwwcT2ZGbHy5Uposy1hIkPdKcsaNRKOaZ2C8fn09gHGY1KgY0PpaBXHMu7X6sAbFicQimfV8zqigmdWd7tQj2xdmEyVUh76dBEPD4gjvAO83bF51M7YQDHymZE+2B8PKkDSew8NUo8PTiBWogfG+CONQuSiKJUrZRjSrdwyupDo1Jg08M90Due5d03wR8bF6dQRcKXz+yCiV3CCO+2IZ5YszCJKkjdc8pMpEycBhctk1B4+Adg+OPPUolOfPcUDHvsaTIjxRRRnv5/2DvrKCmu7W2/7TPd4+4OgzsM7m7BHQJEgOAhbsRd0EAIgSS4u7u72zDMMO7WM93TLt8fp/tUVVf1hHvv7+ZbuYu9Foup7l11nqqurtp9au93o93wMdTHPywCQ99eiGCHJpZEKkWDzt3Rf9Yb1Ecqk2HEB58jpnEzAi0SIbZJc4z84HMqagoA/We/iQadulEtq+DYeAx7ZyH8WLPm7YaPQdtho6FQObgDg9F7+hwktWKqsRNbtkGfGfMYbqUKKUNHod0IhjsmUIm1U1rTSli5hOhALh7L3AfkUjE2vNQWneoEObHRISkQ619O4VXiPre/z/4nJByCpHZ8VnwKr108ApPZgqiOKQiWJAJgZrjkEjHiglQI8VGgpNqAaH9PwensMeZMdL37G0pyChESHYawtq8A4EovSEPDII2Ogrm4GJKgQMhjY2g1oNMkAQGQx8TAkJYGkUIOeWwsJN7cKW+xlxfkcbGQ+PnBZjRCFhsDaSB31kIsl0MeEwNpUBAspaWQRkUJPkKTRcdAGhEOa00NpOHhgkKnsrBQyGKiYS4qcnDH8h5HSvz8GW65DPKYGEi8ucJ8Yi8vsj/+/rDp9ZDHxPKkCURyss/S4GBYSkogi4wSfKwni4mGLDwCVi3hlgtyh0EeHQ1zYSEkgYGQx/C5pQH+kMfEwvA4DSKZjPC5qCSLlUqyP/7+sOl05Li6cstk5DMJCYG9uBiyqChaDck2eUw0ZBGRDHccf4ZAGhYGeUwMzAUF5HyIjeFxJ0iMWJR7AAXnLkAiESPCpyeCpA04PkqFBPGBKgSo5KgxWRAbqEKwywyYzHF+h/p6oFCtR4y/kj6SYVtMgBJR/p7QGMwI8/VAXJCKE4gC5PFabKAK+Wo9/FUyxAWp4OFykfZTyhEfpMKjompIxSLEBal4j6KUcinig1QI9JJDa3Byc5mkEjFiA8n30qq2IdrfU/CRXUyAElF+nqjWmxHu44G4ICWPO9SHcOdVsrhdfv37K2WIC1LiQWEVJCIR4gJV8HFRyvaUSxAXRI435XaZuZNKxIh3cFsotxKuRo63B6r0JoT7eiBe4HiH+igQG6hEbqUOfkp33HLEBqrwoKAKYpEI8YFKHrdSLkFsoAqBKjk0BgviAlW8GUeJWIS4QCVCfRWwVBJuto6V06Idx1utc3IrOYE/AIQ4uHMqdPD1lCEuUMmbbfHzlCEuUIX7+VUQOY63q4K/p0yCuEAVgrwUqNabERek5HGLxRL4hYbDKyAQVosFPsEh8BWYbfINDoVPcAj0mmp4BQTBLyyCzmI5TeXvD7/wCKhLiqBQecEvLBwyl++lh5c3/MMiUJJJCgL8QsN5jyxlCgX8wiPg6esHY40WfmHhUPlzr98isRh+YRHwCgiC1ezk5l8HfYND4BPi5A6EX1gEncWix9tbgbggJbLLa+DjOK5Kl+Pt63j9Xn4V7HY74gJVtSrBP7f/vv1PSDjkTJuGmjNnOa/JoqORsHcPxI4cmx+PpWHJCW7/K6Vcgr2zOlJxRM2JE8ibNZtbXSYSIXLJYvj0IgrmxsxMZA0fAZuOm/gaOH0aQubNAwDYDAY8HfwCr++gqlMnxPy6ii7nzniN05wYAGSRkYTb8cundPlylC3lNpIWeXoifttWKJLIL0vNqVPIe20mryouctEi+PQlasKm7GxkDhsOWw038TXw1VcR8vp8yp35whCaUE6527dHzBqmWWnurFnQHj/B5Y6IQPzevZB4Ee6ylSs5DaoBMgsVt3ULPBwCrNqzZ5E7bTqf+8cf4OPQ1DLl5BBuLbc3X+DLLyHkDfLr02YyEe5MbnWVsm1bxP6+li7nzZkLzdGjHB9peDgS9u6hAXDZql9R+uOPHB+RhwfitmyGh0OAVXvuPHKnTeMVAET88D18HZpaprw8ZA4dBpuG25svYMoUhL79FgDAbjLh6dBhMGVwy+6VrVsjdh1TETVz401Ok1+A5LIcnteZ3rB+OZOBr1waGyukYux8rT0aRpAfG+eelOLFNVd51WWLRjfDEEd3hLxKHfovPodqA7e6bGqHeHw0iAR/ZqsNA5ac4/VLbBMXgK3T29HlOZtu0QpIp4X6KHBkXmc6y/zr2af4gtV4GCC/yHfOaE/1lC6ml2Himqu8AoAfRjbFcIcKe4Faj36Lz9HKNqdNbh+Hjwc3BABYrDYMXHqe1y+xZaw/dsxoT5fnb7nNa9wd4k24/R16eL+dz8Rn+7mNy+USMbbPaEd1iS5llGPCb1d43N+OaELVzIuqDOi3+CwqdVzuiW1j8dmQRgBIZd+AJed43M1j/LBzRnsatL2+9TZ23uRyBzu4Axzcv1/IxMf7+Nxbp7ejgqBXMysw7tfLvMKFr4c1pir2xdUG9Ft8DhU13OTvcSkx+HJoY8o9aOl5Xp/HptF+2P0aw/3mtjvYdoOb2B7kJcfheZ3p4/TbRw7gxJoVHB+xRIrRH3+NiLpEJDU/9SG2fvoubC4FLj1fnommvfoBAGrUlfjjzVnQV3MbJjfu0Qe9X50NgFQkbnj/dRQ/5cpKhCYkYfwXP9Kg7egvS3DvJPd64unjixe/WwaVH3kacefYIRxfvdyFW4JRH32FyHrk+1SQ9ghbPn4XNiv3O9fjpdfQrDe5DpZqjOi3+CyvgIvM1pJZT5vNjqE/X+A1eG8Y4YN9szryguR/155LOPxr9o9/XGh49IgXYAGAOTcX1QdIJ3WdySJYlq0zWbH2AvN62S+reDd82O0o/4UJjCrXreMFWABQ+ec6GsBUHzgo2Ni55tw56B+QEmDD4zRegAUA5vx8VO0n3DaDgSPVQJH0elT8wdyEy4W4AZSt+oX+XbFuPS/AAoCK9eth1Tq4Dx/mBVgAaXysd1RFGp884QVYAGAuKED1vr2E22hE+Zq1PB+7wYCKP5j9ETzeztcdVrlhAy/AAoCKDRthdQQwmsOHeQEWAOguX6ZSGsanT3kBFgBYCgtRtcfBbTKh4rffeD52gwEVLAmH8lWrBCssy1cyx7tyw0ZegAUQaQdrNbnpVB89xguwAEB37Rp0DimNp6VaXoAFAIVVBuxw3JjMVptgGbzRYsNvrLL+FaczeAEWQEr2nbbuUjYvwAKA9VeyodaRC/yRB0WCDamvZlXgiqNUPLu8BvvuFvB8iquN2O7gtlht+OUsf/9NFht+Pcfsz8+nMwQrLJezuS9n8wIsANh4JYcGAsceFgs2pL6RXYmLGaSKN7dCh923+SX+JRojtt0gkgJWm50j1UC5rTaOZMaKM3/Nvf5yNi/AAoDN13JQriXSKscfCXPfylFTKY28Sh123+Jzl2qM2HKN4XbV0WK4mddXnE4XrAxlnycbWMeVbVuv5aJEQyr5TqWWCDbSvpOrppIUBWo9dtzkVw6WaU2U226z4coevtyNzWrBtb2MjMLVvdt5ARYAXN2zjVbP3j1+mBdgAcCD08ehrSRyKpl3bvACLAAofpqOrDvke6mtKMf908d5PvrqKtw94ZCysdtxZfdWAW4rru1juK/t3cELsAAi7WB3XGe2XMsRrJDfcTMfhVWkQvfsk1JegAWQytNTj4WrvZ/bf9/+8UGWMZ3/ZaDvPSHvFVYZeLovTnvCulmY3GzLyLoROrfpajadDmZH+X9tTM4xjOnCXeXZ61uKiwVv1DwmN+OZ0v/ax67TwVyQz2ETHM+x30aBoIAZg7xnKSmBrZp/cX1Wpmc53na9Hub8fM64wkzpnP+FxyPvWUtLYa3iX6R4TM/C7e54Gwww5eZyxq2N+0kJP5hxmvO9Mq1R8IYHAGklzPkjFBgBQHqJFjbHTdXdeCaLDTkVulq3w17/SbHWrbSK8ztXUWNyK63CHuNJifB34GlZDZVweOKGyWS1Ibu85i+5nfIU6SXuuZ3rV+pMKNUYBX3YHOnFwtzZ5ToqW5DmxsdstSPLwf3EjQ97/YzSGsEAmr1+td6Mkmfgdnec8ir1VMLBHZPFZkdWmeM8cfO5sbmf1sLt9DHqddCWC0vZlOczWlru5BKqS0tgNpLAr8yNj81qRaVDJqI8V9iHvX5FQT4NgHhMeYTJpNdDU8bXCXNldcetKS+FyUACKHefidVmx1OHflb6M1wrntvfb//4IMv5yEzwPUc7mHBfD7el4nVCmbwduZttKVjtcFxbzDhNrFTSMv/amJxjKJLquPVxri8NDeX0vnPL5GY8edJf+4iUSsgiIjlsguM59lvh0hqIy03ek4aEQOzLr/h8VqZnOd4iT0+qwK5Iqo0pifO/8HjkPUlwMK0QrZXpWbjdHW8PD8ijoznj1sYt1Bzaac73AlUK+jjI1eqGMOdP3VDhbSWFeNFHCe7Gk0vFtCeau+2w168T6iXY+Nj5HkAU6Z1FJjxu1hh1QoS/AwlBKpr4XccNk9yR8/VX3M6UgaQQ99zO9f2Vcl6OFmVljZEk0CAbIP37nBWFdd34yCQiyl3HjQ97/cRglWDDZvb6Pp4ywapQV253xynK35PmirljIvl5jvPEzefG5k6ohdvpo/BUupVMcKq9A6AK6q7mExxCW9QEufERSyTwDyfXk8BoYR/2+v4R/FwvhsNRherp6Vaegc3qjts7MBhyD5Lu4u4zkYhFSAgm50nSM1wrntvfb//4IMujfn1OA2WnyaKjaV6PUi4VLF9XyiWcMvCgaa9C6AobOO1V+rf/xIm08oxt/pMm0jwqnwH9BRPPVZ06wbMhyQ/xSK7LaURMuSMj4TuQ5PWIPTw4FWtOE3l6cmQEAt1wB706jf4dMHEC5WNbwPjxNI/Kp29fyGIFuNu3h6dDbkJRpw68WE2enSaNCIfPIFKKLFYoEDhZgNtlf4JefUWYm328x4/nNIdmuMfRPCrvvn1ptSfblG3bwrNZM8KdkEAqOV25w8Ph+4KDWy5HwNSpPB+RQoGAKZPpcuCrrwICF9jAaczx9h8/TjBA9h87FhJHHoNP7160apLD3bo1lI7K1IRgLwxozC90CPPxoPlIcqkYr3bmb0chFeMlVuXgjK6Jgje0md2Y4HBiu1hBLaUJKbE0j6pPwzDBi3brOH+kOCr3YgNVGNiEXzAQ6qPACAe3VCLMLZeK8Uon5vUZXRM51X9Oe43ddqZtLC+hGiA5Qs4AtFeDUE4jeae1iPFD+0RyE48OUOKFpnzuEG8FRrYkN0+JWMSpbKTcLvszo4sw98yuDPeEtrGcJstOG9M6huYj9awfyusLCZDWYc6Kwyh/Ja/nI0CakDslHCRiEW0xxOdmXp/eJZFWhLJtFut4j2cdV7aNah1N+1x2qxfC6wsJkOpYp9xEhJ8nr3ci4ZZTbpFYjDYv8KVVxBIpWg8eRpfbDB4BsYRfRdfmhZE0/6tJz77wFNCuatilB7wCyLGMb9oSIfH84xSakIS4puR76R0QhIZdevJ8PH18qYSDSCRCypCRAtwStB7ESNy0HjwcYgn/O9fmhRE0kBvdOkbwB8nwFpG0WrdznWBOY3O6bxE+6JbMLxJ4bn+P/U8kvtv0epQuW4aq3XtgNxrh3aM7gufP5whI2u12rL2QhT8vZqJEY0Tr+EAs6F2X1zxTc+IEylashDEjA4qEBAROn0aT3p2mv/8ApYsXQ3f9OqRBQQiYMB7+kyZxqobMxcUo/WkRNMePQ6SQw3fwCwieM5sm4gMk56ps2TKod++B3WCAV/duCJk/nyd2WbFuPSrWk3Y+ypYtETxnNjybNOH4aE6eJNzp6VDExyNw2jT49OnN8dE/eIDSJUugu3oN0qAg+I8bh4DJL7pwl6B0kYNbLoPvoMGEmxVY2oxGwr1rN+x6Pby6d0fIvLl0Zolyr9+AinXrCHeLFoTbRWNLc+oU4X7yBPK4OARNm0aT9Z1mePQIpYsWo+bqVUiDAuE/dhwCpkzmcpeUoHTRYmiOHYNIJoPvoIEInjOHE1jajEaULf8Z6l27YNfp4NWtG4LnzYM8yoV740ZU/rkO5uJieDZrhuA5s6Fs3pzjozl9GmUrVsCY9gTyuFgEvfoqfPr143KnpqJ08RLUXL4MaWAg/MeOQcCUKZxfwJbSUpQsWkS4pTL4DByA4DlzaeALAEaLFUtOPMGO67nQGq3oXj8Ub/ZJ5pS4AyS/Z835TBRWGdAixg+v966LlrHcaqdTj0uw5MQTpBZqEB+kwvSuiRjsElQ8KqzGD0fTcDGjDAEqOcanxGJa5wRO4myZ1ojvDj/GofuFkIhFeKFZJBb0rgtvDyZgMFqsWHYyHVuv50JrtKB7vVC82TuZ9iR02sYrOfjt/FMUqA1oFk24nb1CnXYmrRSLjz/Bo8JqxAYqMaNrIq8B9uMiDb4/+hgX0svgr5RjfNsYTOvMDXTKtUZ8f/QxDt4rglgEDG4agQV9kuHD4jZZbFh28gm2Xs+DxmBG13oheLN3Mu1J6LTNV3Ow+nwm8iv1aBbth/m96vI0zc6mlWLJiSd4UFCNmEAlZnRJpEUGTksr1uD7I49x3sE9LiUG010CtIoaE7478hgH7xVCLCKyFgt6J3MCS7PVhmUn07Hlei40ejO6JofgjT7JVEfJaVuu5WD1uUzkVerRNMoX83rVRVsXTbPzT8qw+EQa7udXIyZAiWldEnjBUHqJBt8deYxzT8rgp5RhXBvCzZaVqKwx4bujj3HwbiFEImBgkwi80TsZvkou9/JT6dh8jXB3SQ7GG72TaS9Fp90/dQzX9+9EVWkJwhLqoN2IcYhpxL0O5ty/g4vbNqI4Mx1+IWFoNWgYryFzeX4uLmxZh6w7N+Gh8kLjHn2QMmQUJ0DTazW4sHkdHl86BwBIbtcJHcZMhCerwtBmteLKrq24d/IIDDVaxDVtgQ6jJ3Jm1wDgwZkTuL5vJ9QlRQiNT0L7keMQ04h7Hcy5fxcXt21AcWY6fIND0WrQMDTqyg3iMkq1+OHoY5x5XAofDylGt4nBrG5JnONdpTPj+6OPsf9uAex2oH+TcLzZO5kWbPxf2PPE93/N/ickHGxaLUzZ2bCq1YDVClN2DqwVFdwgy2xG/1Mb0H7nTtj1eshjYxEcvQCI4gZQppxcmAsLSc5PURHMOfy+iJbiIphzc2HX62EpK4MpOxt2k4lTnm+tqIApO5skbeslMOXkwKrRcIOsmhrCWlkJWK0wZ+fAUl7BCbLsJhNMOTmwlJbCrtfDlJsDc2ERL8gy57pwC+QVWIpLYM5xcJeWwpQjwK2uJNwaDSAWO7i13CDLhduUkw1LRSUnyCLc2Qx3Xi7hdgmyzLl5MBcUEKaiIpgECgbMxcUwOY93qeN4G40cVXmrWs3lzs6BVavlBlk6HTlPKisBi4XsW0U5wAqy7GYz+RxKSmjel1CrHXNePsNdWARTtsDxLimBKSeHOd7ZOYSbdQ5Y1WqYs3Ngqybc5uwc2LQaTpAl0VRj7OFfMPDYccBigUejRgiq/z4Q0IzhceQeFVcboDdbkVOpQ77agJYuyhJ5FTrkV+qhN1tRWKVHdlkN7HY7J2AtrjYgu7wGOpMVVpsR2eU1MFisUMqZy4VaZ0JWeQ2qDRaIRSTRvdpg4QRZepMVmWU1KNeaYLHZkV1eg1KtkRNkWaw2ZJXXoLjaCL3Zijy1DgUCLYJyK3TIV+ugN1tRVG1AVpnuL7mzympgdOGu1JHWMlV6M0QiIKtch2q9mRNk6U1WZJXrUF5jhNlKuMu0Rk6QZbHakFleg+IqcrxzKwkfwA2y8ir1yHMc76IqAzIFjndJtRHZ5TroTFZYHNwGs5U2dSbcJmSX87nZQZbOZEVWeQ3KtUaa01WqMXKCLKvNjqxyHYootx75Ar0q8yp1DHe1AVnlOthsdk6gzeG22pFZpoPBYoMX66av1puRXV4DNeUm+8AOsvRmK7LLdQx3mQ6lGiMnyLLZrFAXF0JbUQGL0Yiq0mJUl/GTuatKi1FdWgKL0QhNRRnURQWw22ycHzY1lZVQFxXCbDDAZrGQv41G2tQZAAxaDSqLCmCoIblM6uJCGLVaTpBlNhqhLiqArkoNq2M7OnUlJ8iy22yoLCyApqIMFqMR1aUlqCrl9xesLiuh3NqKcqiLCmCzWTkyDvLSTLS9+wcSs55CIpWirk8nWNtPh1TJfL5VejOyHMcbAD32/5dB1nP71+x/YiYrc/gIGBxVe06T+Pkh8fAhqrxe+NFCqLe6VHpIJIjbuIHe+Cu3bkXRRwvhamEffwz/MaMBAPp795A1dhxg4SbS+40cgfDPPgMAWKuqkNG3H7mZs8yjQQPE72SqSjJHjSY9DFkm9vVF4uFDVJC08JNPoN7k0pBZIkHs+nV0dkW9YwcK3/+Axx360YcIGEc6y+sfPEDW6DE8bt/hwxDxxReEu7qacFdwmxYr6tVD/K6d9MaQNWYsrwG22McHiYcOUt2pos8+R+WGDVwgsRix6/6kgqTqXbtR+O67fO7330fARKIMb3j4EJmjxwBmbgWW75AhiPj6K8Kt1SKjT19Yy7lNUBV16yJ+z26Ge9x4XgNssbc3Eg8eoIKkRV9+ico/14HrJEbsH79Ttf6qvXtR8NbbfO733qUq9obHj5E5YiSP22fwIER++62DuwYZffvCWsZN6pUnJSJh7156Y8ieMBG669e5SF5eSDhwALJQ8hjg8/0PsdqlglYkAja+3JYKku65nY+5m2/zuD8YUB8vOx7PPS7SYNDS87w+eIObRmCJQ/hQZ7Kg63eneUnUicEqHJ3fhc7AjF11GZdcGtN6KaQ49npn+ojjy4OPOBV5Tu71L6VQQdJ9dwowe9MtHve7/ephWhfyWOdJsQYDlp7n9cEb0CQcy8eRRzx6kxXdvj+NompuU/KEIBWOzu9MZwQmrL7CayStkktw7PUuVJD060OpvApDkQj4c2obdKpDzqWD9wrx2gZ+w/W3+ibjNccjw/QSLfovOcfj7tcoDCsmkO+JwUy4C6u43HGBShx/vQvlnvjbFV4jaaVcgqPzO1NB0u+OpGL5KX6hyO9TWlNB0sP3izB9Pb/h+hu962JWd5JL+rRUi36Lz8Howt27QShWTWpFuXv8cIbXVzMmQIkTC7pQQdLJa6/yGkl7ygi3c7b2wtb1uLyD35h+6NsLqSBp+vUr2PPdZzyf9iPHo92IsQAAdVEh/nhzFiwml3O3VQqGvEmEmS1mM9bOn4bqUm4Q5xMciqmLVlJB0l3ffMJrJC2VK/Did8uoIOnFbRtxaTu/Mf0Lb35IBUmf3ryGXd98wvNpN2Is2o8kgtLq4iL88eZMWIxc7oQWrTH0bXLPMlls6PHjaV4/0Eg/T5x8o8v/mSDp85msf83+8TlZuhs3eAEWQGYIqvaS0nxrdTWqdu/mr2y1ooIVCFT8+Sffx+X1yvUbeIEKAFTt3kMr06r27uMFWAAJGHTXyJdSd+sWL8ACSOPjqt17CJ5Wi6qduwS5K9ezuP8Q5mYHC5UbNgpz790Hi4O1av9+XoAFAMbUVOiuXAVAGh+7BlgAaXzsPMa2mhqod/A71MNmQ8X69Qy3u+O9jsW9aRMvUHGyWhys1fv38wIsADCmpUF36RLhvnefF2ABgE2jgXqXg1ung3rbdjfcf3282a9XbhTmrj5wEBZHUFV98AAvwAJIBWbNhYsAHOeMS4AFkNnbql3k3DCYrdh0lT+TZrcDv19kAq81F7IEudnyJusuZwk2Gj5wrxAljuBk/51CwSq1jNIanE0jN8tHhdW8AAsgDZu3XSdVXEaLFRuvCHOvZbGuuZDJ83F9ff3lbMFGw4fuFdIS9wP3CnkBFkCqFM84uNOKNbwACyANm52SAiaLDRsu86VOeNwCsjEA12fDFWHuww+K6IzeofuFvAALILNZJ1NJIJBeouUFWACZ3XJym602rLvE53Zlcne8f7+YRaUQNl7J4QVYAHDsUTFyHVWoRx4UCTYuz6nQ4cQjMpvztFTLC7AAMrvlPKdtVituHzkgyHTz0F7m74N7BH1uHd5HKwHvHD/EC7AAIOPGVaiLyYx1xvXLvAALAKpLi5F+7QoAEqy5BlgAaTTtlHCw2ay4dWS/MBOL+4Zb7v2w2Ug1570Th3kBFkACtMpCUmV9/FGxYMP1fLUeRx7wZ8+e299j//ggy1zA1xByfc9SXg67SbhU3MJa31LIfywEAObCQsG/2WY3m2Fx3Ojd+bDfs9TqQ/SFrBUVsAt8sZ6VievD1ywib5jpjb52pkLH/8LHCGAd78pK2A38mwLgcrwLhJk43O4+X4sFltLSv2Zychc9w/FWq2HX8y9SPKb/5HhbrbCUkAu40GNI1/Wf5VxS68yoMfH1gQCgQG1g/S28bwVVBnrzLFQLf25Wm50GKEI3Tqc533M3Fvu9Kr3ZrbQKe313TMXVRirhUCAQhACAzU4EP5+VqbZ9c/poDGZonoXbDVOpxkgDK3dMdjuzfoGb/WevX9u+OfepxmgR1EBzXd/dtsq0JhpYFVS553aeJ7Vx5zvec3eM2BxmowEGrbAcRDVLIsGdXIJeUw2L4/rvzgd2OzTlpbxtuprG8YjS6Vsbk8VohEEjLGXDXt8dk0Grgdlg/GumckZzzJ3V9t5z++/aPz7I8mzSWLBCDQA8m5K8JXlkpGADYYD03XP154/B9uE3RwYcbXSiomr1gUhEm0J7NK6FuwlZXxYeTvvj/TtMz8Tt5wdZLEnc8WgivP9kffKeR6NGgpV1bB9ZWBikIcLVLOzj7dHsWbiFmSS+vpA7uN35sLfl2agR7bXI9yEc0tBQSFl5fO6ZnoG7ibCP2MeH9o+s/XiT9T0aNRJs7M0eL8RbIdiKBgBV8Xb9m21No/3oI1V3Pt4KKS0Rbx4j7MNev3Gkr2CFGtsnSKUQbGgLAM1YY7hjahzpSx+VufPxUkip3EDt3OTxfKMIX9pDzx1TgEqO2EB+hbErhzumBuE+VMKB3TuVbUq5hJbtN3ezHcJE1m8Y4SPY2Ju9vq+njJcEL8TqjqlemDeVcGgeLezjKZNQ6QV3+89+rz7rWLjzUShVCIjgVyACQHhSXebvOsmCPoFRMZA58jfD69QT9JHKFQiOiedt09XCHGMExcZDKhPOcwpPIj5yT6VbeYawJIbVHXdAZDTNE3PnI5XJERxLuJ/le/nc/n77xwdZ8thY+I3gl/d6NG0C756kOkMklyN49myejzQ4mObQAEDQrNm8HoQiuRzBc5h1/SdOEAwggmbNpOt69+hOpQPY5jt8GBSOG6w8Ohp+o0fxuRs3hk9vkowvkskQPGcOz0cSHIQAlkRC8KyZvJ54IpkMQbNn0eWA8eMhDeV3Yg+aNQtiJ3f37vB0qaIDAN+hQ6FwSA3IoyJpfhqHu2FD0nwZgEgqRfDcuXzuwEAETp7McM+cyUlep/vM+qz8x42DNJwvYRA0cybEjnW9unRhmkOzuV8YDEUdkkMiCw+H/9ixPB9Fg/rw6U+qAkUSCYLnzeUFv5KAAASwuINee42TvE4GkCF4LvNZ+Y8bC6lAj8mg12bQ4gevzp1pnhfbfAYOpC18ZKGhCBg/js9drx58BhCJErFYhDf61OXF7AEqOUdSYG6POrzecjKJCG/0Zm4q49vGCvaym90jiSaQd6kbTJsss21gk3DaCifExwNTBGRT6oV506pAsViEN3on87j9lTKORAIZm8stFYuwgM2dEiMYsM3slkQ18jomBaFjEv9HS//GYWjsKH0P9lZgasd4nk9yqDeGOqoCRSJhbj+lDNO7MKX/s7on0YbdTpOIRXizD3PDHNs6RjBgm9ktiRYRtE8KopIHbOvTMJTePAO9FJxG306rE+JFqwKd3K6xr4+HlCPtMIt1zNjcb/RmuEe1jhYM2GZ0TaTJ+O0SA9GF1TDbab0ahKJlLAnSAlRyQTmMxGAVRrRiEsg7jpkEkYh7u1IoVWjDkkhIGToKck/usRSJxeg4hrnGN+rWi+phsa314GHwcEjFRNVvxGk87bSEFq0RVY9I8Hh6eaPV4OE8H/+IKDTqxhRTCXHLPZUcaYc2Q0bSxteUWyRGxzETGe6uPQUDzVaDh1FJipaxAehZn3+N75oczKsefW5/n/1PJL7bbTaot29H5eYtsBsM8OnfD4FTpvB0obRnzqD8tzUwFxdD1bYtgqZP48klGB4+RNmKlTA8fgxF3boImjGdals5zVxUhLKVv6Dm0iXIQkIQ8NJUeLtoXtlqalD++x+oPnAAIoUC/qNHw2/USE6Vi91uJ9ybNsOu18OnXz8ETJ3KqSwDSI+/8tW/Ee6UFMLt0rTY8OgRylasgCH1MRR16iBoxgx4NnLhLi5G+cpfoL14EdLgYAROnQrv7t243Dod4d6/38E9Cn6jRvG4q3bsQOWmzbDpdPDp19fBzS251p47j/LVq2EuKoKyTRsET5/Gk3kwpKaS4/3oERRJSeR4O2b7GO4SlP/yC7QXLhDuKZPh7aLVZdPrUfHHH6jatx8imQx+o0bCf/RoiFizV3a7HVU7d6Fy00bYanTw7tsHgVOn8hp3a89fINwFBVC2aY2g6TN4Mg+Gx2nkeD98CEViIuF2rfgsKUH5qlXQnjsPaVAQ4e7JLcu2OVokVe3bR7hHjID/2DF87l27UblxI2xaLbz79EHgS1Op3pbTzj8pw5oTj1Cg1qFFQjBm9KzHk3l4XKTBkhNPcL+gCknBXpjVPYk3c1GiMWDFqQycelyCIMfNu28jl++J2Yo15zOx61Y+pGIRRreOxoS2sZxycgDYcSMPf1zKgtZgQb9GYXi1cyKnsgwALqSXYcXpDORV6tAqLgCzuydRIU6npRVrsPTEE9zNr0JisBdmdkuiN2qnlWqMWHE6HSdTS0jQ0TEe/RrzuX+/kIUdN/MgEYswqlU0JrXjc++8mYc/LmZBY7Cgd8NQzOiSxOO+mEG4cyt0aBlLuF1lHp4Ua7D0ZDru5KmREKTCrO5JPFmNMq0RK05n4GRqCfyVMrzUMQEDmnC5jRaGWywSYVSrKExsF0eTx522+1Y+fr+YhWq9Gb0bhmJ6l0Sqb+a0Sxnl+Pl0OnIqdGgV649Z3evwAqb0EsJ9O1eN+CAVZnVLQisXWY1yB/cJB/fUjvE8bTSjxYo/LmRhu4N7ZMsoTGrP595zOx/rzz9Blc6M7o0iMa1LEq8iLvfhPVzZvRVVRUUIr1sPbYeNQUCEi/xKQR4u79yCwrRU+IVHIGXISETVb8Tx0VVX4dqeHci4cRkeXt5o0W8w6nXowvGxWsy4dXg/Hjha5zTs2hPN+w6kSe9Oe3ThDG4d2guDVoPElm3R+oXhUPpwtaryHt3Hld3boC4scHCP5gVMFQX5uLxzM+EOC0fKkFGIasDl1muqcXXPdmRcvwwPlTea9xuE+h27cnxMFhvWXcrCrmuZsNuBF1rF4cUOcf9nSe/A88T3f9X+JyQcTE+fonL9BhjT0gAA6q3b4Nm4Mby6MF8cq1qNivUboLtKEriry8ogj4/jzKzYrVZUbt0KzalTgMUCc0EBpIGB8PgwGSLWIxvN0aOo3rcPtpoamLOzIZLL4dm0Ka0IBEhCvnrrVliKScJh5YYNULZsQWdWAMCUmUm4Hz8m3Nu2waNxI3h3YwIfa1UVKtavZ7hLSyGPjUXgS4xopt1qhXrbdmhOnQbMZsIdEACPeh+5cB9D1b59sGm1MGdno1Iuh2fzZi7cN6HesoVyV6xfD8/mLeCRzMwamDKzULF+A4yppCFx5bZt8GjUCN7duzPc1dWoXL8euiskUVRTWgpFbAwCX36Z4bbZoN6+A5qTJym3JMAfHvXqQSRjLmaa48dQtXcv5a6QSeHZvDmkAcxFX3/rFio3b6F5TpUbNkLZsiWdEQJA1l2/HsZHjxzHezs8GjTg6KBZNRpUbtgA3eXL5HiXlUEeE0uEU9ncO7ZDe+IEkXzIz4fE3x8e9etzuLUnT6Jqz17YNBoHt4xwsx5d62/fRuWWLTQfrnLjRihbtoBH/foMd04OKtevh+Ehaeyr3rGDcLN00KxaLWIXfYw3T54E7HaIlEp4VrwCTJ/OcNvt2Ho9F8ceFsNktSGvUg8/pRwNI3w5j2yOPyzBjpt5qDZYkFWug1QiQsvYAI7K+c2cSmy4kkPzff68nI1WcQF0JgsAcsp1+P1iFu7lk4KQLddz0SDClxNAaI0W/HExCxcyymC3kzyr2AAlZvdgvid2ux3brufiyMNimCwObk8ZGkX6cG4eJx4VY/sNhlsiFqFlrD9CfJjZ0tu5aqy7nE2511/ORqs4f45eXm6FDn9czKJ94LZdz0OjSF9OAFFjtODPi9k4n85wRwd4Yl5P5ntit9ux/UYeDj8ogsliQ26FDr6eMjSM8KWP3QDg5KMSbL+Rhyq9GZkApBez0CrOH6Es7ju5VVh3ORt5DrmFdZdz0DI2AE1Zj4HyKnVYezELd3LVAICt1/NQP9yHoyemM1mw7nIWi9uASH8lXu/FfUS2/UY+Dt3ncjeKdOFOLcH2m3lQ6wi3+EIWWsUGIMyX4b6XV4V1V7JpQvafl7PRItafE9hXl5WgZvuPaPuEXAc903xQ5P0K/Dsx10Gz0YDbRw4g++5twG6HtqIcPkEhnNkegGhSPbl8ARazCVUlxVAoVQhNrAOZnDl3M29dx/0zx2m+1C3RfkQkN4APS529+Gk6bh89gCpHMvztowcQUbceIuoy38vqslLcOrwPhQ7u+2eOIzg2Dg06M9dBs8lIuO/cgt1uc3AHc2bXAODh2ZMcbrlShdDEJKpUDwBZt2/g/mmGG4eByHoN4BPEPFkpe5oGbPsB3YrJ9UScFYqy0AW0GfVz+/vtHz+TZbdakdGnL8x53CajIoUCiUcOU62svNmzoTnGb+gZ/esqeHUiivFlK39B6aJFPJ/guXMQNGMGADLLkcsKFJzm1aMHopcvA0BmjDJ69+ElrcsiI5F45DBEUinsNhsy+vbjNZIWyeVIPHSQzvjkzZ0HzZEjvPGiVq6gs2dlv/6K0h9+5PkEzZqF4FkzAQA1ly4hZwpfzdyrWzdEr/iZcJeUEG6XpHVpRDiSjh6l3E/7D4ApK4vLLZMh4dBBmpeW//rrqD54iM/983IajJX/tgYl333H535tBn1MWnP5CnJYgbDTVF06I+YX0pDZUlaG9F69eUnr0rAwJB07CpFMBrvdjqcDBsL01KWRskyGxAP7IXco9Oe/8Saq9/MrgiKXLqHBWPnvv6Pk6294PoHTpyFk3jzCffUqcibxVe9VHTsiZvWvhLuiAuk9e8Hu0nBcGhKCpOPHIJLLCfegQZyej07uhL176OPngrffpo2uOdyLF9NgbM35THy6/yHPZ0bXRLzdl+SqXMuqwKhfLvH693VMCsL6l0nJeWWNCR2/OclLtg/2VuDcW93ojbjvorO8xsZSsQiH53Wm+V0Ltt4RbBC8bFxzGtT8cTELC/fyK4indU7Au/3JTe9GdiVGrLzI426XEIhNr7YFQLS9On5zipdsH+Qlx/m3u1PufovP4ZFLY2OpWIRDczvR/K63tt/B1ut87sVjmtGgZt3lbHy4+z7P5+WO8fhgILnp3c5VY+jPF3jcbeIDsHVaOwCkQKDj1yd5yfaBKsLt6XgkOWDJOTwo4HJLxCIcnNMJyQ7F+Hd33sWmq3ztv59GN8XQ5uS7u/FKDt7bdY/nM6VDHBYOIrPjd/PUGLL8Aq/vYKtYf2yf0R4AUG0g3K7J9v5KGS68050+fl7/7nwUP+X2chWJxZj49WKab3R89XLcOca/nvR9bT4VG7138iiO/rKE59Osz0D0mEp+bBRnZmDDu/Nht3MrI8Pr1sO4z74HAJj0Ovw6cyrVyHKah5c3Xlm+hra62fj+AhSmP+Zyi8QY/9VPCHUoxp9Ys0KwMrL39Dlo3I18L++fPo4jKxbxfJr2HoCeL5H7TknWU6x/Zx6POyypLsZ/Qa79JoOecLsUCShUKryybC1HB+w/seczWf+a/eNzsmouXeYFWABgNxrpTcdSUQHNiZOC66u3Mt3d1dv4nd4BMlPzVz7aU6doaX7V3r2CVYHm/HzUOCQFdFeu8AIsgIh4OqUnLJWV0BznB4aEY7vg31yfZ+A+fRpmR7Vb9b79glWBloJCaM+fJ9xXr/ECLIBUV1LpiaoqVB89Jsz0rx7v7cL7VnP2HG3IXbVvv2BVoKWoCNpzRLFZf/06P8ACALOZSk9YNRpUCwS0rqzujzfzepWQhAWAmvPnYXZUVVbv388LsAAiYqo5c4Zw37rFD7Aot1Pqo0YwoHXldpbyu9pmlvzD5qu5gg2Sz6eX0dL8vXcKBKsZSzVGKilwM6eSF2ABpIHw9hvk+6ozWbDvjnAV5mZWICAkT+H6+pZrOYLcl56W0wbR++4WClYzlmlNOPaQzNzeyVXzAixXboPZij23/5p7sxvuLddzaTWnO+6rmRV4Wkpu8gfuFgpWM5bXmHD0IfkO3M+v4gVYAKkK3XY9l3LvupUvyMQOvDZfE+bedj0PVpuTO1ewsfP17EqkOxpDH7pXKFjNWKkz48gDwl2S9ZQXYAFktvj+KXINsVrMeHBW+Pp99wTzfb13Qvi7++DMCdis5Hy9f+ooL1ABgMK0VJTlEnmLtCsXeQEWQKr9nlwh0iqlOVm8AAsA7HY2twUPTp8QZLr3DNwPz5yA1SG7c//0MUHuovQ0lGYTyY0nVy4KVmEaa2qQduW84BjP7b9v//ggy1qldv+emrxnq64G3HRMd/qQbVW58an6Sx/YbLBWkxPc5s6HNZ7b7bB8bFotYBUuzX8mbtbr7H3gmN1Ojs8zMj0zt4AmF9untm3ZnuV42+2wVjm51cI+AKyV6tq3w2Ky1dQIalu5ru/+PFGz/q5lPMf6tfo4j3et2yE+Nl0N7O64WUxqvbCMSZXeTG/6VW58ACIVwf5fyCp1ZP2qWnycY+hMVkFNLvZ2nHxCpjFa6E2/diazg6mWfXOMoXYzFptJb7IKakS5crtj0hgssDwDN8P0n34m5D2j2QaDWZhb/QzcWqMFZsfnVdtxeiamGvKeO2kGgLS2AQCLySyoEQWAI5FgqBHeltmgh9XiHI8fPDHb0vw1k2O82nyc79ksFpiNwhIVbA532zIbDbCaTX/Jrafcf71vz+3vt398kKVs3dptibuqPZm2lsXEQBYlXAKs6tCe+btdOzfbafeXPrLISMjjiKSA0o0PpFIo25BHLspWrQCZTNCNckdFCTaaflYm53Zc/TlIEeFUUsCdDyQSqNqSRy7K1q04eUdC40kjIgQbNvOYnoXbjY80NBSKpESHT3tBH4jFULUj3J4tW/IqMF3Hk4WFCTZs/re43R3v4GCal+f2eIvFdAxli+a8Ckwed0gIFHWSavUBQBXUXa1DUhCVcHDnE+SlQL1w8sipYx3hSiWRCLR6r0WsP6+S0Wkdk4KZbQo0PiZjMBzumNolBFJ1+Y4C1XcAeaTmbFLsbjsc7hg/XiUjw0S4/VnbdDV2FaBQJSMApMQH0MRvd0wBKjkaRpAxOiXxK/QYJrJ+sxg/XiWjK5OvUobGkb6CPh1ZY7hjah3nTx+puts3P6WM5uW52w6bKSypLq8i0GmxjZsBABRKJcIS6wj7NGGqoWMaNRP0iahbn+Y2xTQWllZRqFQITarDGbe28cIS6/AqAl25ZR4ebqUXYpswY8S4GS88KZkeG3dMCqWKSk7Eutk3Nvdz+/vtHx9kyUJCEDzzNd7r3r16QdWxAwDyfD/0vfd4QY2iTh34jx9Pl4Pnz4OElQQOEB0pZ54NAPiPHwdFsssXRyZD6Lvv0Ao8Vfv28O7DbXIMAEEzptM2KNKgIATPmsXz8erRAypHjphIJELoe+/yghp5UiICJkxguOfOgYSVBA4QHangeYyMgt+YsVDUc9GIkUoR+s47tJJN1bYtvPv15XNPm0Zz26QBARypAsrdrRu8unapnTsxEQGTmETV4DmzefplYl9fBL8+ny77jx4FRYP6HB9IpQh9912GO6UNfAYM4DEFvvoKrcKU+vsLykp4dekCL1ahQeh77/FkPOTx8Rypj+DZsyAJ4t5AxD4+CFnwOl32GzkSHi5VqZBIyHFx/ChQtmoFn0GD+NwvvURz2yR+fgiZP4/no+rUiVNhGfruu3zu2FgETJlMl+f1qMtJXgcAbw8pzccCgDGtY9A0insjlohF+HBgfRoYtIwNwLAW/DL4Vzsl0KpAX08Z3urLv8F0qhOEPg2ZMvOPBjaAwkUnKS5QiVc7caUnQn1cuBVSvNuPOS9GtYrmaQGJRcAHA+tzNKlGtuT/2HqpQzytrvP2kOGdfnwtpY5JQejfiNFQ+3BgA3jIuNyxgUq82pmRQpjTsw7CfLgBspdCivf6M9wjWkahhYu+kVgEvN+/Pk3qbxzlizGtuU2HAWBqh3gkOvr7eSmkeKd/fZ6sRPvEQE6hwQcD6vOC3+gAT0zvypLM6J6EcF8ut0ou4XAPbR6JVi7VnWIR8F7/+jQQaxTpi7Ft+D8SJ7ePo7ltcg9PdJkwlSebEt2gMep16EyXu0x6GVKXH0k+wSFo8wIj35MybBS8g7gBqUzhgc4TmFzU+h27IbKey/dSJEKXCS/R5Pjg2Hg07dWfx9209wAEx8Rxt+vCHVmvIeqxKv66THyZk7wOAN5BwVzpiSEj4RPMlQWSKTzQZeJLdLleh868akOIROg8YQrVAAuKiUOzPgN53E169kVInPCPx+f237d/fOK707Rnz6L8tzWwG43wHToUfiOGc8rgAdJPrnTJUliKi+HVqSMCXnqZJ5dgLilB6ZIlMKamQpGcjOA5c2lg5DRbTQ3Kf1sD7dmzkIaGIHj2bHi4BDB2qxXqHTtQtXMXRHI5AqZO4ck8AEDlxfPI2PIbbHo9IvsOQcTgEZyKQADQP0lD6tqlMBUXIbBNB8SPf0WQ+/Hvy1Dz+BFUSXWRPHUOZC66WDadDpmb1qLs0hnIgoJRb/IsKOtxAxi7zYbCfTuRd3AHRAo5EkZMRmBnrswDAFReOo+MLWtg0+kQ0fcFRA4eyedOf0K4iwoR0Lo9Eia8wpN5sJSW4vHvy6BNfQhlYh3UmzqH09jbyV2+di20p05DGhyEoFmzeLIadpsN6p27ULVjO0QyOQImv8ipdnSa9tIllK/6FXadDj6DBsF/zGgetyE9HaWLl8BSWAhlu7YImjaNz11WhtKly2B48ADypESEzJ3LkwOx6fWE++QpSIOCEDRrJhFFdeGu2r0H6m1bIZLJEDBxErx7cWUeCPdllK9aBVtNDXyd3C5BrCEjA2WLlxDpibYphNtFnqJMa8Sf+67jYU45EsJ88OILKTwhU73JivVnHuLMgzwihdCnORq7iE/a7XbsvJmHjVdzIRGLMLVDHE/mASAyBz+fyoDWaMELzSIwoW0sr3w/o0SDH46lIa9Sj7YJgZjZLYnT+BggcgGLjj/B7Vw1kkK8sKB3XdqPj+6/2YrfzmfiyIMiBHrJMbd7HSrWyebedSsfG67kQCISYUrHOPQT4L70tAzLTxLuwU0Jt6to5tNSLX44mobcSh1S4gMwq1sdnsxDudaIxSee4FaOGonBKizoncyT1XDKYRx5UAR/lRxze9ThyWrY7Xbsvl2ADZezIRaJ8GL7WAxwkUsAgCuZ5Vh2Mh0agwUDm4RjUrs4HndmqRbfH0tDTjnhnt2dz11RY8Li409wM6cSCUEqvNFHmHvtxSwcvlcIPyXhbuESeAHAgZtZ2HHhMcQiYETH+ujbjB945aU+wJWdW2DQapHcvhOa9RkIqcv5XVlYgAtb1kFdXIjIeg3RdvgYTsNmgDzOu7RjEwoeP4JfWAQ6jpkEv1Du9cRiNuPmob14cvkCPLy80Xb4KEQmuwReAFIvnsVtR1ucZn0Gol77zjyf/McPcHnHVhi0GtRp2wEt+g3mcxcVEu6iAkQmNyDc3tz7nl6rweUdm5Gf+gB+oeHoMHoi/MO5n6/FbMatw/uQduk8PLy8kDJsNNXt4nKfw+0j+2C3A837DODJU/yn9jzx/V+z/wkJh5rLV1Dw5ls018Xw4AFgs3LEJ025ucifO48mbRsePIBFrUbYRx/RRyU2nQ6F77yDmoskOd1w/wHM+QWIXr6Mo7lV8sOPpKee3Q7cJ73mon9dRSvUAJIEXfzll7Sdj+HxY0QtXkQfuwHAtaJreD3nXahbqAEAspo0vJlux9h6DHe+Nh/T7y9AVnIWkAyI8Bgj7lXjw7YfUm69RY95dz7ExdCLQCgApKL17UIs7b4UKhnD/c29xdgk3QR7JzuAR4h+mImVESsR48Nw70zfhS+rv4KpPeH2zn+CHwp+QLsI5tHWjeIbmJf9LtTNCbe05jHeeGLD+PrMrGChthDT77+Bp3WfAnUJ0/C7VVjYbiGHe/6dD3Eh5AIQQnxa3i7Asu7L4CVngprSxYtR8ec6ODOEjekZiF71C62sA4CqXbtQ/NlntODA8OgRIn/6CV6O2UwA0N28iYLXF9C+kvqHDwGrBQEvMlWA5sJC5M+bR5PNDffvw1pRgfDPPqMzlTaDAQXvv4+aM2epjzkvD9ErVnCCmtLFS0h/Rkc+oDE9HdGrVkGRwOLevQdFn3zCcD98hEiFHF6dmQu67tYtFCxYQPtKGh49gt1sRuDUKQx3UREK5s2H8ckThru8AuFffM5wG43QvzEP/U6fRj/nekdawLpyBUdz6+rWP6DZvxvNHYm2l2+HIuKdjxEYxcym7LqVj/d336c5Po8KqiGXitG9HhPY38qpxJxNt1CmJefS/fwqmCw22tQZIC1vZm68RZPk7+ZVoUxrxHcjmtJHgUaLFW/vuIfjjn539/KrkF1eg7WT23CCg0XHn2DV2QyakJ1WpMXaKa2pAjkA7LldgPd23aPcDwurIROL0bMBw30nV43ZG2+jTGuk3EaLjSPYWVJNuJ1J8nfzqlCqMeKHUc043O/uvIejDxnurHId1k5uzdGAWnryCVacZnNrsHZKG1oRCJBig/d23oPeTHI0HxRUQSYRo3dDJoC4m6fGrI23UKrhcs/sxjxKLtEQ7ocO7nv5VSjRGPHjqKZUK8xkseG9nfdw2JGcfi+/ClkVhDuAxf3zqXQsP51B8+LSijVYM7k16rMepaZePIv0lYvR0HF+p13zROLM+ajThnmMXfw0HQcWfQNtJTm/izPTYTYa0G44cx2sUVdi/+JvUJKZQdepqaxA/9lvQOz4MW21WHD81+VIu3KB+qiLCjHs3Y852lVXd2/F5Z1baD/DstwsDH17IWe2J+3yeRxduYTmVJVkPoVYIkHdFOZ6UpL1FPt/4nJbjEa0H8mIB+uqq3Bg8bc0ub/4aTq0Dm6J48edzWrF8dU/I+3SOepTWVSA4e9+AqWvH93Wtb3bcWn7JoY7JwtD3l5IKxkBkvx+dOVihjsrAyKxGMntOuG5/f+xf/zjQpvRiPx58zjJyHazGUWffgZjBlOVVfje+9yqOLsd6k2bOeX6pUuX0QDLabrLl1G6hCkLrjpwAJUbN4JdEmTKzkbBu+/RZWNmJoo+/ZTTL9FWVYX8efNhc1TvmawmvHHmDaiNaupjtpnx1ZWvkF6ZTl9beGEhsqoZbjvs2Ja2Dfue7qOvrbizAhcLLnK4rxVdw5KbDPeRrCPYmLoRdjDcuZpcvH/+fbqcXZ2NTy9/CpON4daYNHjjzBvQWxx9xKxmLDi9gMNtsVnwzdVv8LiCqbZZeHEhnlZxq/l2PNmB3em76fKqu6twIf8Cx+dG8Q0surmILlcfOUoaL7OOtzk3FwXvvEOXTbm5KPxoIaei06bRIH/+fNgc1Xt2sxn5c+dxG3ebzSj+6muqPwUAhR8t5FXzVe3YyWl4XfbLLzTAcpr++g2U/PADXdYcP46K33/nFFyY8/JQ8NZbDHdePgo//JDLrdUi//UFsGpJRZzdYkH+vPncxt1mM0q+/Rb6+4ysQdHCj2mARbl37eJUPJb/sgra06e53DdvouS77+lyxo0ruL5vJ6eSqbq0GAeXMj75aj3e2n6Xk0StMVowe+MtaAwkwdhqs2Pmhps0wAJIhd5Xh1Jx26HjBAAf7L7Hq0LceTMfG1mVeStPP6UBltNu5qjxxUHmczuVWoKVZzI4FW/5aj3mbr7NHKMqA97cfofDrTVaMGfzLZpcb7PZMXPjTRpgObm/OZyKmznMufPB7vu8KsTdtwuwntU4+tezT2mA5bTbuWp8fuARXT6TVorlp7jcBVUGzNl0iy6XVBvw5ra7NMACSMPquZtv0wIDJ3ephsv93ZHHuJ7FnDsL9zygAZbT9t4pwJ+sxtGrzz+lAZbT7uSq8RlL/uP8kzIsOZlOAyyA9CGczeKuUVfi8PIfOUnrZoMeB5f+QBPI7XY79i9mAhWAzO5e3LoBeQ8Z+YuTv6+iAZbTHl86x2sQ7QywnFb89AlO/b6KLufcv8sJVABAW1GO/Yu/pcUfuio1Di77gZO0bjYacGjpD9BVVzHci/jcl7ZvRM79u/S1U7+v4lVPpl0+z2lmffPQXhpgOa0kMwMn1/5Cl3Mf3sPFrRu43JUVOLD4G4a7ugoHl37P4bYYjTi0/EfUqFnXvef2t9o/PsiquXCBU0FFzW5H9YGDAIhule4av2M6AFSxgqyq/fvc+DA6J9X7hLuq62/coA17qw8cFKxmtKrVqHFIIVwuvIwKQwXPxw47DmYS7jJ9Ga4UXREc7+DTg/TvA0+FO9Q7t1Obz+3S28jXkrLuw5mHYRMoE642VeN8PsNdbigX5D6USWQEyvXluFx4+d9mYvsIaVYBgOHOXZgcEhjVBw4KVmHaNBpoHVIINVeu0obSrlZ1gHBYKivp5+Nq1c9wDrB92OcMh/v+fRrsVx9yw63V0mBId+0aFYblj0c4rFVVVKrCnQ8AVB0Q5nbuPwA8Onda0KckKwPl+aTM/8DdAlodx7Yak5UGQ1czK9w2bd5zm5xv1QYzlXxwtb2383n+PJ87BfQGs9uNz6PCaqQVkyBu/90CmK18bp3JSiUcrmdXUsFPPhORbagxWnDCDTebdbcbmYf9dwtgcxy/PW4kFR4Xa2gQd+BeoWAVpt5sxRGHhMOt3Eoq+MlnIhw6k4UX9FEflpTGnlvC3AfuFtKG3O6Od3qJFvcd4rNpVy5QCQK2WUxGPLlKfswWPnkMtZvm7Y8unHb4m5B+9aKgT+qFM4z/+dOCPk+uXKDVhe58KgvyaBD35OpFWAWqdS1mE5VwKM54gspC4WOQ6uQ2m5F2+YKgz6Nn4b56iTa2Tj1/RtCnsrAARRlEhDv96iVYzPxKVKvZTLmf299v//ggy25yXyZsd5xw7srbyfqsk9LNttg+tW7L8d6zjGe2uvcx28x/6cOebbLYhOUSnNtx/Zvn5xinNh+T1fTXPg4mi83CmTET2k5t22Lvz//V8bYLXHwYH8f6FgsERYtcxnA33rOeJzbTs5+Xz7T/FotbiZJnYbKbGQkHoZui05w3HqFAxWkmh7SB2Y00A/s9q9UuqLXE3g4AtzIPFqudfly1jccwued2rl/bdpyyDRabnTODwxmLtb67bVlsdtgc4O727VmZnPtmsvz1Z2KtjdvyLNw2+nk9y+drq+1ccgQ9tfqYyXt2mw02dxI8rHPa3blrs9pgd4DbLO6/TxbHtmr9Dliewcf5vbTbYLMJS/Cw99vdMbDZrHTm6lnGs9ayb7W999z+u/aPD7JUHdrzm/U6zFl9JY+K4lcEUh8mydjLpR+e63aIDz+ZGiCVis6cLG83PiJPT6g6dgQApISnwFMqzN09hqwf7hWO+gH1hX2imTG6RfMT05/VJ9E3EXG+ccQnRthHIVGgYyTDzc7zEhovVBWKhoH8hEyA2bfamNivuzve8oQEKBJJLoLb4y2XQ+XIbVKlpEDskrzuNOfnKw0OhodL/0FXn9rG8+7J8hFIugdIxZ9TwsG1/yLllsng1YVwK1u3hthNcqlzPGlgoGBDcgDw4jC5Ob+7d6d5ckmt2wr6+IaGUfXtXg1CBX1kEhG61SNFIm3iA+DnkkzttN4NSB6Rv0qO1nH8RGkAnFwjd+P1qB8CsSP/yZ1PlL8nlVtw5yMVi9Ddwd0qzh/+7rgdVZG+njKkxAcI+zRgcQs06wWAbskhNP/JHVOknycaRZA8op71Q3lVg05uZ0PglrH+CHTp9efK7e0hE2zsTbgZDndMXZNDaBK9O59wXw/aoiihZRte9R1Aqr0TW7Yh/nWTOXlHbHOeizIPD8Q0EpYnYJ+vSa1SBH3imjaH1FF5m+jm/PbyD6BSCIkt2/CaOgNEzT2xJRkjLKkuVP7C50BSa5K/KpMrEOdGOoHNndhKmCm2cTNaOZjYWnjfVH7+CK9Tz8GdIsgNkcjtGM/tv2//+CBL4u2N8I8XAi6VhAFTpnBuPOGffQqxL7c0XdWhA/xGMaW0IfPnUc0op8ljYxE8nyUpMGIElVhwmtjHB+GffUqXPZs0QQCrtyABlSDso49ogrGX3AsL2y2EVMStPZhQfwKahzBfzIXtFsJHzr3Jtg1vi1HJo+jyrOazEO/L5Y7xjsHcFoxkwdA6Q9EpksvtLfPGx+0/pssNAxvipUYvcXwkIgneT3kfvgpy7FQylSD3uHrj0CqsFV3+qN1HdB2npYSlYEy9MRzuRN9Ejk+UVxTmt2SOt9+QIfByqcoUe3kh/PPP6LJHgwYInD4NXCcxQj/8gPZlFCuV5DNyqfzxHzcWqrbMBSz8k495Mh7KNm3gP55JZg2aPZunSyWLikLIG2/QZd8XBvOCdrFKRRLRHTcej+RkBL3mIj8iFiP0gw9of0OxpydJunfh9hszmqPXFfbxQp6Mh7JVK47UR9DM16Coy+1RJ4uMROhbb9Ll+p260psE9fHwRJ/pcyl33VBvzO/J3Y5YBHw0qCFCvMlNwUMmwdfDmkDuUkk4tk00Otdlyuw/G9IIQV7c4KB1nD+mdIijy3N71OEkUwMkCPlgANOPbXDTSPRrxK0iU8ol+HZ4ExqIJYV44Y3eXG6RiMgxOPsEKqQSfDO8Ca8ib3SraHTlcXMlBVrG+uPlTsz3cHb3Ojw9rQhfD3w4kPnhNKhJBK8ZtKeMMDi5E4K98EZv7o9EkQh4f0B92idQLhULco9oGUUDSMLdkCfj0TzGD690ZpK+X+uWhEaRXO5wXw98NJA53v0bhWNQU271m5PbmfjvHxaBTmNdWks55BKc/fYkUhn6zJgLqYx7DjTo3B2JrKCp+5RpvKAmLKkuWg8eTpfbDBmJ0ASunpZXQCC6vvgqXa7Tuh2v2k4qV6D39Lk0gd43JAydxk+Gq3UePxm+IaEObin6TJ8LqZx7LOt37MoJoLpNngYvF+7QhDpc7heGIyyJe16q/APQfQpzTUtq1RYNOnF/lEplcvSePocm0PsEh6DLRL6sRKexL/IqLJ/b32f/MxIONddvoHzFCtiMRviNHAm/FwbzfEw5OSj54UdYiouh6tQJgTOmQyzmXpQsWi1Kv/8ehkep8KhXD8FvLIDUpQzeZrOh3JH8LA0JQciC1yGPjeWNpz+9C9q9myCSK+AzcSbkDfm/JgoKruPg9WXQW/XoljwSjRqM4PnkanKx6MYiFOuK0T6iPV5t8iqkYm6QozVpsejmIqRWpKKOXx3MbzWfF5zZbDasvr8a5/LOIcgzCPNazEOsL5/74NOD2Jq2FXKxHC83eRltwtrwfG4X38bKuyuht+gxJGkIhtYZyvPJ1+bjp+s/oUhX5JZbZ9Lhp5s/4VHFIyT5JWF+y/m84Mxms+H6vtUou3Aa0uBgtJowHwHhcbzxUi8fwtN9myCSydFg1CuIbcD/9Zeffhv3Nv0Mm06P6D5D0LjrcJ6PqaAApd9/D1NBIVTt2yHotdcgdpF5sNXUoPjHn2B48ACKpCSEvLEAUj8/Hnflb2ugOXGC6KIteJ1TEem0qkOHULlhI0RyGYJefkVQpFR35w7Kli0nEg5Dh8B/5Eiej6mwEKXffw9zfgGUbdsiaNZMPrdOh5KffoL+3n0oEhMJtz9/Nunxlo3IunwRSl9fNJ3yCnxi43g+dy7dxf6T9yARA8P6tULdZvzZ4pz0XGzfdQEaoxm9UuqifS/+Z1Ko1uOrQ6nIq9ShXUIg5vasywsWdCYLvjvymEo4vNu3PgK8+DM3v57NwKH7RQj0UuDNPsmcykKnHb5fhLUXMiEVizCtSyIn6HPa3Tw1fjqWBo3BgqEtIjE+hf89KVTr8fXhVORW6JASH4j5vYS5fziahps5lUgM8sI7/ZMR5MUXl/31XAYO3y+Cv1KON/skIzmMf1088oBwi0UivNo5AV2TQ3g+9/Or8OOxx6jWWzC4WQQmtYvj+RRXG/DlwUfIqSASDq/3SuZxG0wWfH8sDTeyiYTDu/3rCXL/du4pDt4vgr9Shjd6J6OegEhr+vXLuHlgDyASoeXAoUhs0Zrnk5VTiP279sOg1aJpu7bo1Z3/HdBWlOPsxrVQFxUhsl4DdBg1gc5QOc1iMuH8lnVEwiE8Ap3HT4aXH3/G6eahvXh88Rw8vLzQccwkOkvLtowbV3HjwG4AQMsBQ+jsG9tKsjNxYfOfVHqiRT/+fUerrsDZDb9DXUgkHDqMFua+sGU98h8/hF9YODpPmCLIfevwPqReOAsPLy+0Hz0RoQL6Vxk3r+LG/t2A3U643czw/bv2XMLhX7P/iSCrau9eFLz3PqeVS8DUqZxf6Pp795Dz8iucljeqjh0R/fNyKuJoKS1F9qQXYcrMpD7yuDjE/PkHZCHkgmY3mZA7axZqzjKJxmIfH8T8ugqeTVlT2sc+Ai4sZpZFEuCF5UAzpiwZd7cBu6cD7JyqtjOBvl/SxQflDzDt2DRUGRnuduHtsKzHMsglhLtMX4aXjrzEqeaL8Y7Bmj5rEKoiv7zMNjPmnZqHs3lMVZy3zBs/9/wZzUKa0dcW31yM1fdW02WJSIKF7RZygqjDmYfx7vl3OblT4+uPxzttmIq/R+WP8OqxVzlViCnhKVjeYzkUEvLrr8JQgamHpyKjiqkaivaOxpo+axCmCqPcr596HafzTlMfL5kXfu75M2fGb+mtpVh1l6kiEovEWNhuIYbVGUZfO5J1BO+ce4fDPSZ5DN5vy1RYGh49Qs7UlzhViMo2bRC96heIHVP3lspK5Ex6kVPNJ4uORuyff1CtLLvFgrx586A9zvQuE6tUiP5lJVH7d1jpkqUo+/lnME5ihC1cCP/RzExl9dGjKFjwBienym/sGIQvXMhwP36MnClTOVWIylatEP3rKogdj9MtlZXImTwFxsdMFagsMpJwOxqS261W5M+bD80xpvekWKlE1MoVULVhbjKly5ejbOkyLvdHH8J/DDNTqTl+HPnzX+dyjxqF8E8/ocuPizQYv/oypwqxTVwA/pjahjY+VutMGPvrFU41X6SfJza/2pZqN1ltdszedBMH7zFVcUq5BKtfbIX2iYxw7LKTT/D90TS6LBIBnwxuyAlGjj0sxsyNNzl5SmNaR+Pr4cyj5LRiDcb9eoVThdgq1h9/vtSGNj6u0pkxbvVlTk/BCF8PbH61HWICCbfNZseczbew/y6T/K2US/DrpFYcxfSfT6fj28PM5yYSAQsHNsDkDkxwcOJRMV7bcJPT8mdkyyh8O6IJnYVML9Fg7K9XOFWILWL8sO6lFKgUDm69GRNWX8G9fOaaE+7rgU2vtEWcQ7TVZrNj3pbb2MtKmPeUSbBqUkt0qsMErVf3bMe5jb/TZYhE6DrxZbQc8AJ96VRqCaavv8HhHtYiEj+MbEq5KwrysPXT91DDquYLT0rGiA8+o6roRl0Ntn/+AYoymO+lV0AgRn30JfzDHee3zYZDy3/kJJtL5Qq8sOA9xDVrSV+7vm8nzqxfA7Z1mfgSWg1kroOZt29g7w9fwmJijmX9Tt3Qb+brlLuyMB9bP30P2gqmWCgssQ5GfPA5VYw36XXY/vmHnF6IXv4BGPnRlwiIIOK5drsdh3/+CQ9ZPRylMjkGL3gP8c2Z68mNA3twet1qTm5p5/FTODNn/6k9D7L+NfvHPy60ajQoXPgxr1dexZo10N+5Q5cLP/yI11Ow5vx5TjPikkWLOAEWAJiyslD60yK6rN6xgxNgAaQ3YuGHHzEv5N/gBlgAYLcCB14H9GqybKgG9s/jBlgAcHk5kMNUFH5y8RNOgAUAlwovYVsaw73s1jKeXEKOJgeLbzIMu9N3cwIsANCYNfjkEnPDe1D+gBNgAYDVbsWXV76kDDqzDh9f+piXbL/h0QbcKL7BcF/6hBNgAcCVwivYkrqFLi+/tZwTYAFk1u6nGz/R5b3pezkBFgBozVosvMgEGKkVqZwACwBsdhu+uPwF1AY15f7k4ic87s2PN+NaEVN5Wvjxx1yZBwC6q1dRuWEjXS5buownl2DOzeVIIVTt2csJsAAy+1X4wYc0ydzwOI0bYAGAzYbizz+HxREs2fR6so5L0rp602babBwAij7+hCvzAEB3/ToqN2xguJf/zAmwANK0vJjNvW8fJ8ACHPpxLG5jejo3wHJwF33xJW2SbjMaUfj+B3zurVuhPc9UXH2w+x4nwAKAq1kVWHOB+R4uOZHOk0vIV+vxBUsKYd+dAk6ABZCqwbd33KWVfOklWk6ABZB70af7HqKkmlRCEk2uu5wACwA2X8vF6cdMReGHu+9zAiyAVCb+do7hXnbqCa9pc0GVAZ8dYKQQ9t8r5ARYTu63tjPcmWU1+O4I93Oz24HPDzxCkaOC02Sx4a3td3k9FbfdyMMpFvdHex5wAiyAyGH8eo65fvx8Op0TYAFEnoEt4XDofhEnwAJIteNb2+8y/SSLCnFu0x8cH9jtOLP+N1SXkUpfs9WGNwW4d97Mx/FHDPfJtb9wAiwAKEx/jGv7dtLlq3u2cwIsgMx+sSUc0q9d5lXzWUxGHPllCW0iXVVShLMbfoernV2/FtWlhMlmteLIysWcAAsAHp07hfRrzPfy5O+rOAEWABRlPMG1vYwkzLW9O3jNprWVFVzu65c5ARZAqh2P/LKEJsVXl5bgzLrfeMU75zb+AXUx97vx3P4++8cHWTUXLsKuFy5d1hw/DgAw5eXBmJpaqw8A3k1RyEfjxseYlkYlBZAqXL4Psw7IcKyfeQYwuWnomUqkJAq1hXhU8UjQ5UQOw3Eq95Sgz8lc5kt5Mke4i326Oh1ZVVlkOznC2zFYDRwJhxpzTa1MxTXFeFD+oFYfVz62sffH3b5lVmXiqZrcGNztm8lmwrl8EhBfK7oGjVm4SaqTyVJaCsOdu4I+mhMnBP/m+LDPk5NumLKyaICmOXFc0MduNkN7mpRs665dow28+eM5uCsqoL91S9jnGJvJDfeJEzSA0rrZN3NODg3Q3H0HYDazpCeuu22k7dzvyhoTrmUJ6/ccZek0HX0ofIM4/qiYBiLufHIr9FQX6pgb+QKLzU4lGa5nVaKiRrgS9cgDsn6V3owrmXz5FQBUUoEwCY93MrWESiEcfSDMna/W435BlYO7SLDo1WKzU8mMG9mVKHfHfZ/4aAxmXMzgy68AzL4BwLEHwtynHpfQ4NPd8S6sMuBunhoA0VwTArfbbOQ9ADezK3nBKsNExjAbDMi+d1vQJ/0qE9CkXxOWjcm6c4tKIbADILZpK8pRmJ7m4L7K0Ymj3HYb0q+TMQqfPOYFfa5MZpMRWXduCvuwWN1y370Fs0NXMeOasJRPTWUFCp+kOrivuOXOuC48xnP779s/PsgSyYUrgQDQZGF3DY1577nZFrsn3DNtSyJc5cN57xl8XPOX2CYXM+u785OJZYJ/8/wksr/2Ef+1j5OpVm7WfrvbFnv9/5TpX+GGVCpYDQVwP3d358Cz+LDfq9XHcc4903Ykkv+Y2/l44z9m+he4JRIRxMLYnNY7rsnzTpNKRHS3XVv1sM2ZbySTuBmMtX6t23GsLxWLaHJ3bdzutiURiyB2gLvbt2dnIu/JpbXsm+M9SS3c7Jwsd+NJxWL6edXG5HzPNR+Qbc5kbZn0r7cDsYiXO0u3wzrPJG7GE0vEEDnAxVL356VzfXfbeWYf5/dSJIZYLNy0m31s3B0nsVhCuzXUziTj/F+bz3P7++0fH2SpOnSAxCXhGAAgEtGmwbLQUE4eDNt8WQ16fQfwm2sCgO9Apvmwz0BhH8+WLZnedY2GA0KltJ7+QJJDMiKhK6AU6lIvAhqR5PdgZbBg0jkA9E9gGpgOiOc3RwaA/vGMD9ufbc2CmyHSi+Qr9I3vC7EAt4/cB52iSGVi2/C2CPTgl4GLIEK/eNKsJdAzEG3DhUuGOUzxwkzPwt0kqAmifUibl75xwtzeMm90jiJSCK3DWyPYk5/gDIByS/39oerQQdDHh3MOCB9vn0HMueHrxsejUSOa/O7Trz+vKhYguVvOikpl69aQuvSgpOM5zm+Jry9UnYXbZvg8y/k94K/Pb0WD+lAkJDi4+5KA1JVbqaTNtpWtWkLq0suRjucYw8dDxql8Y9sLzZkG1IOb8Xv0AcDgphE0OHzBjU+9MG+a/D6gSTikAkGGUi6hkgQtY/15vRwZDsKkUkjRww33kGYM9wtNhZkGNYmglYPu9i051JtWVPZvHC4YIHrKJFSeoXm0P6IDhLlfcDAp5VK3shJsVndMA5qEU+kJd8c7KcQLjSJJ4UrdlA6CwYFUrqBtdZpF+SE2UMnzAYAhjjFkcgWv4tVp7EpBdz366qR0oEFG/Y7CPv4RUQhNIBXDddq05wRvTpPIZKjjaKsTmliH5nnxmboCAKQyGeqktBf0qc9ire+Ou007miBfzw23X1g4rUxMatOOV6UJkADNHcdz++/bPz7IEisUiFz0E0eeQSSTIfTDD6iOEgCEf/Ul5HFxzIoiEfzGjObcVIJnz4KyHTc4UKakIHjOHLrsM6A//MeN5cwcyGJjEPEVk6yOoDpA/+8BCau818MXGPk7IHNcCKUKYNQfJPBymkQO9PsWCGVKpT/t8CnifBhuEUQYUXcEBiUwN8/pTaejXTj3ItQqtBXmtGC4+8b1xbh64yACwx3tHY3PO35Ol2N9YvFh2w85s2Tecm981+U7quklk8jwQ9cf4Kfwoz5SsRRvtX4LyQFMddkn7T/hyUoMrzMcQ5KG0OVpTaehQwQ3qGkR0oIjPdErthcm1J/A4Y7yisIXHb9g9sMnGgvbLeRyywi3UkYu4DKxDN93+R7+CuZ4S8VSvNnqTdQPZErqwz/7FPIkrqyE77Bh8BvOJI4GTZ/OC2o8W7ZEyIIFzPg9eyJg8mSA9QtcFhmJiG+/ocvyqEgiz6BgzhOxlxcif/qRNgAXSaWI/OknrjyDTIaQN9+EZ2Om2XT4J5/wZCV8hwyB30imWjVw2qvw6sK9WHs2b46QN1jc3bsjYOpULndEBCK/+46zHP65C7dKhYgff6C9G0USCaJ++hGSQFZALpUi5I0F8GRpkX0+pDHqsXr0AcCw5pEY14bppzmjayJ61ucGNc1j/PBef+Zz614vFNO7JHJmxiL9PLFkLFMcEe7rie9HNoWHjNk3L4UUi8c0pw2pJWIRlo9vwZFnkIpFeKtvMlqymh9/NqQRj9vZANtpr3ZJ4OlJNY32wwcDGO6uySF4rSuXO8LXA4vHNqPLoT4ePG6VXIJFY5rBT0nOebFYhOXjWnDkGSRiEd7oXRet45hz59MhDXmyEoOaRmBSO4b7lU4J6NPQhTvKFx+yJBw61QnG7O5JHO4wHw8sGcMcb5WfP/rOfB1S1nkiU3ig/6wFtEGykzvEhXt+z7pIYWl6dZ8yDSFx3O9l3Xbcar6WA4bwgonQhCR0m8xIOMQ0aoq2w8fSGSKAJJkPnPsWDdiVvn7oN3OBILezB6JIJMKAuW9x5BlEYjHajRiLmEbM+d198qs0eKPcKR3Qoj+T+N+832DUdektGBKfyOGObtAY7UeO53Cr/AMwcO7bDLePL/rNXgCZgqkClSoU6DdrAVR+wnp0z+2/b/8T1YUAYHt0HNrtv8BuMEDVbzik7ScCLlO19sL7qNn8AyzFxVC27QR5v9mAwkWgUlME/bZvYUx7BEWdevAc+Rbg4/KL3KiF6fAy6C6dhTQ4BKqxCyCKaOwCZAVu/Qnc3ADIPID2c4C6vfng6ceB84sAswFoOhZoNZnHbSt+iEuXfkCJrhjNotojPmU2oHApTdcU497F75Be/gjx/nXRrMObgI/Lr01TDXKuLMeN3LMI8gxG+3avQxLG5bbZbdiVvgu70nZBLpVjUoNJ6BrdlYd9If8C1t5fC71Fj4GJAzGy7kjeY8L0ynQsvbUUxbpitA1vi1eavMITMi3Tl2HZ7WV4VE4kHGY3n00rC52mt+ix9v5anM07iyDPILzW9DU0CGrA8bHZbdidvhs7n+yETCzDxAYTOcKnTrtUcAlr7q+BzqzDgIQBGJU8isdtSE9H2eIlMBcWQtk2BUHTp0PiImRqKStDydKlMN5/AHlSEkLmzWVmMp1Mej3K166F9tQpSAMCETRnNjwbckVa7TYb1Lv3QL1tG0RSKQJefBE+Pbn6WgBQc+kSylb9SiQcBg2E/5gxvEdyhvQMlC1ZAnNBAZQpKQiaPo3TsBoALOXlKF26DIZ79yBPTETI/Hl8boOBcJ88CWlAAIJmzYJnY+55YrfbUbV7N9RbtwESCeHu1ROuVnP5CspWrYJNq4HPwIEIGDuWz/30KY5vOIh8tQ7Nk8LQcvwQTsNqgOSdXV63C/dzKhAf7I3uEwfRiki6HbMVq8+RfoGBKjnm9qiDZjHcm4vdbie9Ea9kQywWYUrHePRvxJ9xu/y0HMtOPoHGYHEEIXE8mYOnpVp8f/Qx8ir0aJMQgNnd69BgzWkVNSYsOp6GWzmVVO/KWRHJ5v7tfCaOPChCgEqGud3ronksn3vXrXxsvJIDkQiY0j4e/ZvwubMePcLWw5dQbTCjZ7N4dOrVjfeoKLOUFADkVNSgTXwA5nSvy2m0DZB8uZ8c3PFBXnizjzD32guZOOSQcJjbow5axPJlBx6dP4PbRw9ABKBZ30Go154/63o1sxzLTqajSm/GgMbheLFDHBRS7nWwsrAA57esQ1VRISLrNUDbEWPh6cU9v/WaalzcvgmFDgmHTmMnwTeEez2xmM24dWgvHl++AA8vL7QbNgaR9bjXEwBIvXgGtw+T/NpmfQegXnv+bFJe6gNc3rmFSDi07YDm/QZD6nJ+VxYV4sKWdVAXFiA8uT7ajxzH59ZqcHn7JuSnPoRvWDg6jpkE/zDu52sxm3Hr8F6kXboAhUqFtsPGIKo+X/Q59eJZ3D68H3YAzXoPcDt79+/a8+rCf83+N4Kss98BJz/nvlZ/EDBqHTPj9PgQsGUiwG7lEtIQmHqIzDIBQGkasLYvoGMlh3oGAFMOASFEVReGamBtP6CYaV4KsYzMStVzPHax24FtLwIPmSagAIBu7wNdmAbBOPcDcOJTrk+9gYTb+Ysl7QiwZQLAakeD4PqE2zkLVpYOrOkD6MpY3P7A5IPMrJhRQ7iL7rG4pWR2rT4zK/bmmTdxOOswB2lG0xl4rRkjmrnm/hpOBSAAdI3qisXdF9PHdufzz2POyTmc1jkJvgn4s9+fVAcruzobLx56kdML0UfugzV91tBZsRpzDaYcnsIpAJCKpPim8zfoHccErW+dfYv2TnTaq01exezms+nyHw/+wPfXv+f4dI7qjCXdlkDiCGy15y8g77XXOO1o5AkJiN2wnupJmXJykDV+PKylzPEW+/gg9s8/4FGPnCc2nQ7Zk16E4T7rPJFIEPn9d/Dp14++lP/WW6jey+2ZGfjqqwh5nRFkrfjjDxR/9TXHR9W5E6JXrCD5WABqLl5E7ozXOM2m5XFxiN20keHOzUX2uPGcHo5ib2/E/vE7PBqQ88Sm1xPue6zzRCJBxDffcB6BFrzzLqp27+Zyv/wSR5C1Yt16FH/xBcdH1aEDon9ZCZHjMVLN5cvInTadyx0bS7gds3emvHxkjxsHSwlTbSb28kLM77/DsxG5yehNVoz99TKn+bRYBPw4qhmGsB49vrX9DrZez+MwvdIpHu+zhE3/vJSFj/ZwCzc61QnC2smt6eOySxnlmPL7VU6z6dhAJbZPb09nk/LVegz/+SKKqpkejl4KKTa8nIKm0X4ASKAyfvUV3MhmCgDEIuC7EU0xvGUUfe2dHXex+Vouh2lqh3h8NIjhvn30IE6sWcFJNo9p1ATD3v2UPra78rQck9de4zSbjg7wxI4Z7amQbIFajxErLnJ6T3oppFj3Uhs0dwStBrMVE3+7wilcEIuAb4Y3wchW0fS1Y78uw93j3OtJ836D0H0yI7S58UoO3t99j5Mj3zYhAH9OTaGBbV7qA+z48iNOs2mf4FCM/fRbeAWQGS9NRRk2ffgmNGXM+S3z8MSI9z9FRF0ye2gxm7H98w+Qn8r6fEUi9H51Nhp3Z64nx39bgTtHuQVMzfoMQI+pM+jyvZNHcXTVUs7xjqrfCMPf/4wGWgVpj7D98w85TZt9gkMw5tNv4R1A0kW0FeXY9NFbqC5lCg5kCg8Mf+9TGvxZLWZs/+JDTtNsiETo9cpMNOnRl750cu0vuHWYez1p2qsfer48E/9X9jzI+tfsH/+4EJoi4PTX/Ncf7WMq+Ww24NDb3AALAEoeAFdZpf8nP+UGWACgrwBOMuriuPYrN8ACyHYPvcP0j3t6ih9gAcCZb4BqR7m2tgQ49RXfJ3U/md0CyJf30NvcAAsASh8BV9jcn3EDLADQV7pw/8YNsAAiH3H4XTLrBiKx4BpgAcCqu6tQVEMqfSoMFVh2axnP53TeaSoRYbfb8c3Vb3i9CZ9WPcX6R+vp8vJby3nNpqtN1Vhyawld3p62nVdhabFb8M21b6gcw7Wia7wACwBW31uNAi0pM1cb1FhycwnP52zeWY5ERPGXX3L7WQIwPX2Kij//pMulS5dxAiyAyHiU/PAjXVZv28YNsADAakXxl1+RXoMgEguuARYAlK9eDVMeCQSsajVKWBIiTqs5e45T5Vj81VecQAUglYwVa3+ny2XLlvOaZNs0GpR8/wOLezs3wHJyf/01lWPQ3bzFC7AAoPy3NbTC1lpdjZIff+T51Fy4wKnCLP5SgDs7GxVrGI2isuXLOQEWQJpol3zPBMzbbuRyAiwAsNmBz/Y/pBVxt3IqeQEWAKw+n4nMMlIxqzGY8fUhfiXyuSdlOHifqaj7bP9DToAFANnlOqw6y0iSLDn+hBNgAYDWaMGXB5nzefuNPE6A5eT+4uAjGC3ke3k3T80LsABgzYVMpJeQCmWTXoezG9byqvly7t9F2iVGcuazAw85ARZAKjBXnmYkHJaeTOc193bl3nUrn1cZ6uQ2OLZfnJnBC7AA4NahfSjPI+dJjdGCrw4+4hUhXn5agX0siYgzf67mBFgAUF1ajKt7ttPlKzu3cgIsADAb9DizjjmXHp0/xQ2wACor4QyESrMzeQEWANw+cgClOVlku0aDoFxC3qP7SGVJRJz+czUnwCLcJbi6m5HgubJ7GyfA4mzfYakXznIDtgn5LQABAABJREFULAf32fVraQViWU4WL8ACgDvHDqEk6ynv9ef299g/P8jKOs/XmnJahqP8vzITUGe78TnN/P1UuNM53Q4APD0t7FOVA1Rk1O5jswBZjgte9gV+0EfHcHJnEfbafGob75m4c4EyIilwuVC4zNdqt+Jq0VUAwI3iG24bO18qIKXLhTWFyKrOqtWntvHYPpcKhUuuS3QlVBuM7c82m92GK4Wk9PlGyQ1OU22h8cxFRTA9Fb4Y1Vxkutiz9anc+lwU9rGUllIJB3c+sNnoGLqbt2A3GATdnOOZS0pgfJL+73NfvkwlHNz5WMvKYHic5vC5KOgDu53uk/7WLbfSKjUXyPqW8nIY09IEfbTPwK27cgV2h7bR+Sdlgj7lNSYq4XAhXdjHbgfOO967maOGziTc1Pf8E3IDr2Rt09XOsTjOuxnvSmYFbaLsjqmixkQ1ttxth71+4ZM0mA3Cx9spf1ClM+N+vjD3+XQmOHHHdC2rkgZQ7pjUOjPuOzS2ctzILgBA9l0iOXInVw2NUfj67RzDqNPx9K9ctwMAOfeFxytIe0QDnZx7dwR9jDU1KM4g3yF3chHs8YoynsCoE5ayca5vNhhQ+OSxsM9dZgx3x6kw/TFMel2tTEZdDZWeyHazb2zu5/b32z8/yPKsJaHP+Z6Hr3C1HwB4+gn/zTYlK8/A3XgiMfPY8VmYnplbuAQYns/AxH7d7Xgiut++cl83Psx7tfk4k+FVMhWvt6GrDwBe+xyh192NJ4KItg1ytx32e8/CLVapBKvmAFLBJ/S3Wx8/9+M5/Wr1cVTM1r4d4iNWqng9GQWZ3HF7e9PkWXc+bBaJm4a+xMfvmbcj9vR0K/XwLNxib2/6uNRdM2oA8HPkSfkq3cumOH38PGvZjmN9T7kECjfSA2wOd0zeCimtcnwWbj/PWrgd63u4aX7Ofk8hE9fCLWf9LczkpZBSWYXaj5OTid/SiGEi77nmgrHNmd8mlcs4Seic7Xgzj6s8VMLjyTw8aV7asxynZ+F+Fh+xVMpJQhcaq7ZtSRUKSBzVgs/GXYuPt3ve5/bftX9+kJXQFfDj9xWDRAE0dbT4UAUBycJSAGg5mfm7xYvCPi0mCf/Ntrp9AS9HBVST0YBU4MvlGwMkOJp8xnUG/Pn9sjjcygCgvnBJPYej5X/C3QfwJomhAxIGwEPC5w5ThaF9JKnaaRXWCrE+/OMtE8swKJHkdvkqfNEzlp8EDYDT5mZ4HeFWD2wf9t9s6xDZgSbID0gYQKsf2RaiDKFNsVuGtuRUaTpNKpZicCKpUJJ4e8Onb1+eDwD4jRgh+DfHh9VP0He48L6pOnSALIIUJPgMGACRkl++Lg0OplWAns2b86odAQAyGXyHkAoliZeKyCr8BRO70pDjM8rFR0BzS9muLeRRUQ7u/hALcEuCguDVrSvhbtYMijp1eD6QSuE7lLQmESuVVIbC1fw53Pw+jQD3cxjdOlpQKqxtQgBtBTOoSTi8FPwgOshLTqsAm0b78ZpRA6TCcKQjR8pDJnErYTCWVRU5hvU320a1jqZB7ahWwtxt4gKQEExumgOahMNbgDtAJUfvBuQ7EJqQxKu+A0jFW6OuvSj3sBbCsgNjWkez/hbmHtEyiupsjW4dLahx1jLWH0kh5IZet20H2jqGbR7ePlTCoWGEL5pE8YNoiViEUY7cLolUhoad+UUsADh5VI179BH0adilO23+3KhrL4gEfnCH10lGUEwc4U5pDw8VP2DxUHmhrqN6MTgmDuFJ/F6dIpEYjbr2dHBL0bArv4iFcDOsbrk796C5dO64wxLrIMTRv7BOSnvBgE2hUqFuSkfBMZ7bf9/++UGWWAKM2wqEsKpDvMKA0esAXyZxFIOXAomsE17uDfT+AqjTi3mt43yg1VSSEA6Q/1tOBjq+zvgk9QT6fEXWd1pid9KX0Gk+EcDo9YA3qzokuD4wfisgcW5bDIzbQpLv2dyj/gD8WBe5QYuBJBaj3Avo9RmQzLqptp8DtH6ZJOA7uVtMAjozvRuR2A3o+w2gYN1AEroCLzBtXYKVwVjUbRFClEy5fKJvIpb3WE7FPMUiMZZ2X4q6/kzX+CDPIHzf5XtEeTPH+8N2H9IABwCUUiXmtZjHqfib1HASxtYbS6v7JCIJhiYNxfSm06lPSngK3m3zLrxkXpzX2BIOQZ5BWNRtEUKVTNl5vG88fu7xMxVaFYlEWNp9KeoF1KM+gR6B+L7z94jxYY532MKPqEYVAIiUSgTPnw+f3szFPODFSfCfOJGZPZJI4Dt0KIJnMcmlqjZtELbwI4hZvyCVKSkcCQdpYCCily+DNIypfpLHx5M+iU5RT5EI0cuXQ9GAKfuXBAYi8vvvOc2mwz76CF7du9MASeTpieB5c+HTl7mA+0+YgIAXJ7FEcyXwHTIEwbOZ4gBly5YIW7gQYlZCq7J1a0R++y3D7e+PqJ9/5uhgyePiEP3LSohZMw5RPy+HB6uaknB/R/W2ACD0gw/g1bMHhztozmz49Gd+FPmPH4eAyZO53C8MRvA8RuqjZWwAvhzaGD4eTDDSJi6AIyngp5Rj9YutODpY8UEqrJncGh4yZsZ41cSWnBt/oEqOn0Y3Qx1Ws+mFgxqib8MwGiB5yMSY26MO1aQCgAkpMXi1cwJN3haLiPbTm32Ym3PzGH98PawxpyqxdZw/lo5juH09ZTzuuEAl1kxuTfs7AsDgBe9RzSQA8PT2Qb9ZC2jwAAAfDmyAfo243HO6J2FYC+a7O7ZNNKZ14XIPbhqBd/ox350mUX74ZngTzqxXq1h/LGNxK5QqDHn7I/gEM99Lv9BwDHt7IWQezI+5FRNaopmjEAAA/JUyfD+yCRpEMOdgl4kvoW7bjvQ8kcrkSBk6mgY0AAm42rwwgmpFiURiJLfrhM4TplKf0IQk9JkxlxOMhNeth4HzmL6rck8lhry9EL4hDLdvaBiGvrOQ9kkEgIHz30F4Heaz9PD2QZ8ZczmSDZ3HT0Fyu040QJLK5GgzZCQnOGzUtSdSho7mcNdt1wldJjLcIXEJ6DtzPmfmLjwpGYNef5fh9vDE0LcXwjeUuZ74hoRi6FsLoRD4UfTc/h5zLyP7T7KgukDKNODaGsCiBxoOB2JdRCWVAUDKdMBiBDSFQHxnoOEQro9YQoIqbSlQ/AAIbQi0nMIERk5r8AJQnk7ynLxCyXbZjxQBIKYdWff+djKr1WoqEOTyyyeoLtB2OklKN+uABkOBOJdfHJ7+ZPtmA6DJd3AP5fpwuO+RgK7VVAHuwST/6ukphlvFFRbtENwMR0L64EHaXsglctSPHAT4cnVe4n3isCNqCB6X/wm9RYeGMb0gC+GKvfrIffBz3DDkFheipKYQyQFt4RXdi+MjFokxvM5wlOvKkVqZikTfRIxOHs1TZ+8Z2xOZVZm4VHAJgZ6BGF9vPAI8uMe7eUhzjEoehYNPD0ImlmFE3RFI8uNyx/rEYly9cdicuhl6ix694nqhTThX7FXi7Y3olStgys2FpbgYiuRkngyCSCxG9WsjsK15OaqfPIIyLhEj249FhMujL68ePWBMz4D2wnlIA4MQMHECpIHc4+3ZvDn8xo5B9b79EEml8B05Aoq6dTk+8thYBEychMoNG2CrqYF3795Qtefqokm8vBAwYTxsej3MBQXwbNWSJywqEovhO3w4zCWlMDx8CHlCPPzHjuF0NAAA7x7dYczIgPbcWUj9A+A/aSKkwVwhV89mTeE/dgyq9u6DSCKB78gR8Ejmnt/y6Gj4T5yAyg0bYdNq4d27F1TtuTpGEi8VAiZMgK1GR7hbtuAIBAMk0PQbMRzmkhIYHjyAPD4e/mPH0kDUaSMTlGjveQ+30zIQ4KVA02794ePDnZltE+mF3UGZuPbgBiRiMVo1aIuAMO53LjpAiSkd4vD7hSxoDBb0aRiGznW4+69SSDGpfSy0RgtyK3VoHRfAmyUSiUQY1SoKRVV63MmrQkKwChPbxXICOgDoUT8UaUUanEgtQaCXHFM6xCPUhbtltA9+bKDG6ct3IRKJ0KNhczQO5862+IaEQjViAR6cvgmjTotmzRsjvDn3XFLKpZjULg5agwU5lTq0ig3gBFhO7pEto1FUpcft3CrEB6owSYC7e70QpBZV42RqCfyVckzuEIdwX+6MclhiXTTrMwAPzhwHRCI06tILIfHcGbdIP0981cyC42W3UKU3o11iAtoncfUKZQoPNO8zEEadDuqSQkTUqYcGArNbDbv2RHV5GQrTH8M/NALN+g6ETM591BjfvBXKcrKQfuMKPFXeaNF3EHyCuJ9vWGISmvUZiPtnSJFGoy49eXpXPkHBaNFvMG7a90Jfo0FSyxROs2Ynd7M+A2DU6VBZXIDwpGQ07MKf3WrQuTuqy0pQ8CQVfiHhaN57AO9RY3yzlijNzkT69cvwVHmjef/B8Ani6seFJiShWe+BuH/mGGC3o2GXnghLEphRfm5/m/1vSDjsnQPcdGlEGtkKmHoYcMxk4PoaYP98ro9XGPDqaUYHK+cK8McgwMqqYpEogEl7gFjHTU1TBKzqSgI1tg34gcwmAYDVQuQS8q5yfZpPBF5gVebtn0+42BbRAph6BJA6biA3/gD2zeH6eIUCr5wCfB0X9dxrwB8DAQsrQVoiBybuBuIcwaam2MHNbeqKft8BKQ7RO5sVWNsfyHVJSG82HhjCamR84A1SZcm28GbAS0eJyCoA3FoP7HEpG1YFE24/8hjgXuk9TD0yFQYrwy0Ty7Cy50oa/JTryzHmwBha3ei0d9q8g/H1xwMArDYrph6Zipsl3D5hgxIG4ctOjEjs11e/xoZHGzg+9QPqY13/dVBIhHM+hOxB2QNMOTIFeguTaCwVS7Gi5wqqdG+pqEDmiBGwFHDPk5B33kbg5MkAiEZWzouTobt2jePjM3AgIr9nxD+Lv/oaFX9wz29FvXqI27KZzhxV7d2Lgrff4VQ7Sfz9EbdtK33Mp3/wANkTJnIT0mUyRK9cAS+H0r2lshJZI0bCnJ/P5X7zTQS+RH5Z2+125EyZCt1l7nni078fIlkVhcXffsepEgQARd26hNuT3Iyr9u1HwVtvcbn9/Ah3NDlPDI8eIWv8BNh1OmZDUimiV6yAVycSIFnVamSOGAlzHrd6MHjB6wh65RXKnfvSS7yCA+8+fRC1eBFd/urQI/xyhlsAkRzqjd0zO9CZo313CjBn8y1OcZmfUobdr3WgjycfFVZjxIqLqGEl0kvFIvw6qRW6ORTjq3RmDF5+HtnlrH0D8GafZMzsxtzUt3/xIS95uU6b9hi84D26/O3hVPx8mttwvU6IF3bP7ACV43HjwXuFmLXxJmwsbl9PGXa91p4+nnxcpMHwFRehZSWkS8QirJrYEj0civHVBjNeWHaBVmU67fVedTGnB3NT3/nVQmTevsHxSWzVFkPe/IAuX9iyDpd3buH4BEREYfyXP9KZoydXLmLfT19zevMplCqM/fx7BEaS86Q8LwcbP3iDJosD5IfF4NffQ1Jr8r006nTY8N58VBZyz+92I8ah/chxdHnXN5/g6U3u9zKhRWsMfZtpTH9x2wZc2r6J4+MfHonxX/5EZ47Sr13G3h++5HDLPZUY9/n3CIwiM+jl+bnY9MEbnER6kUiMQa+/Qx+rmvQ6bHjvdVQUcM/vtsPHoMOoCXR593efIeM6t89hfPNWGPbOx/i/sucSDv+a/fMfF5ZnADf/5L+ef53IOACAxQSc+pLvoy0CLrOCh9NfcgMsgCyfYmn9XFnJD7AAIsdgcVSvPT7AD7AAEniUOarAKrOAG7/zfQpuAo/2OsY2c8em3MUu3F9xAyyAyD6w9/nqKn6A5VzX7Fj38SF+gAUAtzcApY4qmcps4PpvfJ/C28CD3Y6xLXzdMgCoKQUuMY9VV9xZwQmwAMBsM2P5bcZn8+PNvAALAH6+/TMMjn0+m3eWF2ABwL6n+5BeSY53UU0RNqdu5vk8qniEw5n8MvPabOWdlZwACwAsNgtH2qJy0yZegAUAZT+vgM0R5GjPnuUFWABQvX8/DI5mzObiYlSsX8/zMaamono/KTO322woXbSYV05urazkSiGsWMGv+DObUbqYkbZQb97MC7Cc69ocQU7N+fO8AAsAqg8eguHhQ7LZkhKO7AXlTktD1f79DPdiAW61GuWrmXOs7OcV3AALACwWlC5aRBcrt2zlBVgAUL7yF1i15OZVc/GiYEWn5sgR6O+Tsv5SjRFrzvMreh8Xa7DzFtm+3W7H90cf82QH1DozVp5hgpxlJ9M5ARZAmjp/d4SpONt0LYcXYAHAz6fSoTGQKt6c+3cEq8OeXL2IwnSyrXKtEavP8bmflGix8ybD/d2Rx5wACyANr1ewgrNlp9I5ARYAWF24t1zN5QVYALDidAaq9IQ79+E9XoAFABnXL6MgjchB6KqrcG3fTp5PRUEe7p9mJErOb/6T1/zYqKvhSiHs2soJsAByjp3fzJyH908d4wVYAHBt7w4YtEQOIy/1AS/AAoCnN68hzyH/oNdqcG3PDp5PZWE+7p86Viu3Sa/DFRb31d3beJWKdrsN5zevY7hPn+AFWABwfe9O6DWkYjT/8SNegAUAmbeuI/fhPd7rz+3vsX9+kJV/E4Cbybh8xxdcnUNu8LX5AEAe/4LA97ku7KMrI4ETAOTxv6DE7My28m8AAh3TOWNU5ZKAqjaf2pjy2T5umPQVjEyEW24w3AW33HM7x6vOEw5EXZjult0VdGG/frdU2KfaVI3saiLLca/M/QXE+d6Dsgew2oVL82tb/6/43G1Hf0e4nNpWXQ1TJjnehrvC22Gvb7h/H7AKc+sd61tKS2EuEAigAejv3GX9LcxkuHuXSjiw/TncWi2MGWR2R3/bfam4k8nw4AFgES7Nd+63tbxcMDBib8f1b852HjygmmPufGw1NTA5SvPd7T9Zn7x3v6AKZqvw9eR2jhoAkVcQCowAcLS6XHW7nPawsJqj3SVkNSYr0orJTd+dDAB5j5TvPyiohskq/L285eCo0psFAyNXVndMqUUaKuFwK1fYR2+2Iq1Y88zcpdmZsJqFJWGKHAGkUVcjGGAAoPIFtY1XnpdDtaQKn/A10ADAYjKiNCfzL7mLHO+VZWfCYhaWhHEGvia9juqB8baTzozhbryK/FwYHT8u3HKbTSjNzuRtk8dUyz49t/+u/fODLN+ov35PFcTtI+hufd/IZ/BxM55EDng5nuv7Rgv7sNd/Fh9lkHCV4rMy+bD2x914Yhl5/FjbdtjvPYuPMggQqPZzXT9cJdxAOEwZ9pc+UpEUwUpyvF3b8HC25XjvWXye1dz5s1ll4cLVZ5BIIA0hj4rYCe+u5lzfteUN14esL/H1Faz2AwBZxF8zScPDabWbNNwNk0QCaWgIb5t8pnCHj5v9B7PfYh8fIptRy3YAQObmOElDQqhyvDsfiMW0wbbbzwSAzNHCxF1zaACIcLzn7SETrPZj+wBAuK/wdzfYW0GTyiPcjCcSMet7u+QLsc2ZS+RuOwCzTyqFlFMY4I7b3baCvORUAiLC1z13mM+zc3sHuvdxri9TeLiVOWDnUrkbz9PbhzZadsskElEW1/wsLhP5DngFBrn1ca4vVSg4ieqc7bDWd8fk4eUNmYfir5kc2/J+Bqbn9vfbPz/Iim1H8oFczdOfSCkARAeq2Vi+j0gCtGGacKLtDL4PQBLEndbmFab6kG1NRjNaVE1GcXWsnBbWhMmRim5D8q9czcOP9DAEAA8fkg/173KzX2/zsntuZ9J+45GAMpDvE9oYiHNUCka1AqJaC3D7Ak0dOQ0KL6DFRAFuMdCGaacxof4Evg+ACQ2Y10cnj+b1FgSA/gn9afJ7//j+vER4AEjyS6I5Ug2DGqJ5SHOej7fMm9O0+lnMHbczRwwA/MeOEdSu8unfH9KgIMffAyAJ4l8Y5UmJUHUguRgeDRpA2aoVz0fs5QXfoUTeQuzhAb9Ro/hAIhH8JzCfQ8BEgc/E5XV/gd6CAODTpw9kjuDQp18/XiI8QNoPqTqSHCmP5GQoU1L43CoVbbYtVijgN3q0IHfAROYYB7woLD8SMInNzU/gBwDv3r1pAObTtw8NcDncsbHw6tIZAFA31Bsdk/ifiUouwWiHzIFcKsZ4ViNoFjYmt4+jy1M7Cki0gOszPiWW1xMRAPo0CKPBTp2U9oI3db+wcCS0IN/FpBAvdKrD91GyuGUSMSa243MDwJQOLO4Owtwvtoujwfi4lBhBza2e9UNpj8M6rdsJBlG+oWFIaElyLgMiIhHfrCXPR6pQoIlD2kAskaBZH2GpD3aDaHbTZbY16zOQNlZu0rMvpHL+D+6EFq3h56jKS2zVFj7B/PPEJzgUSa3JOe0fFkGPPYdbrqBtbsRiCZr3EZbgad6PYWXvgyu32NHuq3GPvoJaYfHNW8E/PNLBncKpiHSad1Awktq0573+3P4e++cHWQCRcKg3kBHujGpDktXZFX/9viWBiczxiz8gkcglRLFuYC0nA70/JwnaAPm/12dA65cYn8iWwKg/gUBHUqpMCbR+BejP6onn6U/Gj3ZUyIjEQPIAYDzzHJ5wbyF9Ayl3a2DSbm7FX9+vSJDnbKwckAiMXAvEsG5gLSYSWQmV48KgDAJ6fkICQqdFNCeyEoGOpFSpJ9DqJWAAm9sPmLSXVEZS7v6Emy3mM2YTUH8wwx3ZCpi4i5nJA4g8RsoMFncCMGItU0AA4IWkF/BOm3cQ5EluDv4Kf8xtMZcTrNQPrI9FXRch3pdc+D0kHhhVdxQ+bPsh9fGSe+HX3r+iRQgJWsUiMbpEdcHKnivpTQEAFndbjN6xvalQauOgxvil1y90/Ge1QYmDONx+Cj/MaT4HExswN32PevUQvWwp5ImkkkqkUMBv1CiEf/oJ9ZF4qRC7dg0TRInF8OrSBTG//kpvCgAQuXQJvPv1pUKpHo0bI2b1r5CFMjeCkAWvI2DKFDqjJYuKQsT330GVwlRP+g4aiNAPP6ABksTPD8Fz5yBgymSGu25dRP28nGpziRQK+I0cgfDPmRZNYqUSMb+vhbJ1a8qt6tIZMat/peKgABC1eBF8+vdjuBs1QvSvv3JmnUJen4+Al6bSGS1ZVBQivv0WqnbMeeLTvz/CPl5IAySJry+CZs9CwEvM91KRlISon3+Gog75XorkcvgOH4aIL5jcQLGnJ+F2Bn8iEVSdOyFmzW8c7uXjWmBw0wjIJOTcaRTpgz+mtuHM8LzRuy6mdUmgM1pR/p74cVRTdK7LfAf6Nw7HF0Mb0ZkdX0/SRPm1rkx1XVKIF9a82BrJDnkIuVSMkS2j8MOoptRHJldg5AefI6ZRE8od17QFRrz/OdV/AoBl41pgSDOGu2GED36f0gZR/sws5+u9kjGjayLljvTzxA8jm6JrMnMu9W0Uhq+HNaYzaT4eUszpUYeTiJ8Q7IW1k1ujXhjDPaJlFH4a3Yz6SOVyjPzwc8Q0akq5Y5s0x4j3P6f6TwAwYO5bqN+pG8SOaujguAQMe+djTmPndiPGImXoKKq75R0UjD4z5nECnaRWKeg9fQ4N7EgT5dFoN3wM9fEPi8DQtxci2CFrIZFK0aBzd/SfxfTclMpkGPHB54hp3Ixc9xzcIz/4nNNsu//sN9GgUze6L8Gx8Rj2zkL4sRo7txs+Bm2HjYbCcX57Bwaj9/Q5SGrFXL8TW7ZBnxnzGG6lCilDR6HdCIbbLzQMw975GMEOTSyJVIr6nbphwBxGpkcilWHEB18gtklzyh3TqClGfvA5r2n1c/v77H9DwkHhTW7iykAi4RCQQAINtknkJEDxCiV5Tv5x3MdpTgtIII/WjFrAJ4osu5pPBOAXB1QXEAHSgASmqs5pqiDyeskD8sgvMIGrUUW5E7ncKpdfflIFed07lFQ2+sUKP7ILiHdwa8j77rgD4oHqfMIdmMh/HKkMJOsWP2DG9hDgDkwk+2jSObhdfvlJ5cTHO4zkZ7nhjvaORrgqHFqTFmGqMMR484UQQ1WhiPaORpG2CAGeAYjxieFVAwZ4kNfTKtMgE8sQ4xMDbzn3EYNSpkSMTwz8PPygN+sR7R2NQE+BmbtnsPH1x2N08mhUGirh5+HHk50AgPzGYVj2ejweZ5TAw9sfQxvH4UUPLrcmyh9rXkvA5dQMQCJB9/rxmBXkA/bWbD4q7JwYj8Mtg2DV69E0OQ5zEoPAPpoimQzy2FhIQkNhLyqCLDpK8PGYPCYG0shIWLRaSMLDII+N5QSiACANCYU8Jhbm/AJI/P2Jjwf3PJH4+UEeFwtDaioglUIeG8vR1gJIMCaLjYUkIAA2rZaMHcz9XoqkUshjYiEJCYG9qAjSqEjIIvncsqhoSCMjYdVoIAkPhzw2ToA7GLKYWJjy8h3cccLcMTEkQV8igTyGz+0jtePD0vN46dI+GPQmRLZtjhBxLADmR5tUIsZ07X0Mubke6lI1wuolILTHTADcc/wFSx7aPvgdRRk5CAoLQliLyRCJuLIKoT4KxAYqkVupg59ShrggFU8uwcdThY5mGcpzKwCRGEEN5fDy4D6yU8oliA1UIVAlh8ZgQVygCiHe3PNNIhYhLlCJUF8FLJU2RPt7Isqf/+gvOkCJKD9PqHUmhPt6ID5ICbGL+miIgzunQgdfTxniApXwdOGGTzBuNxqD4+YUiMQi9GoYj17e3O+cWOGJJ/UGY1dVQ+h1erRuEIOOwdzZNLFYAr/QcHgFBMJqscAnOAS+ArNNvsGh8AkOgV5TDa+AIPiFRXB+sACAyt8ffuERUJcUQaHygl9YOGQus0QeXt7wD4tASSYpCPALDec9spQpFPALj4Cnrx+MNVr4hYVD5c+dUReJxfALi4BXQBCsZic3/9G2b3AIfEKc3IHwC4ugs1iU2y8A/qHhUBcVQqFSwT8sgifz4KHygl9YBIqfpsMOwD88olZ1+uf237f/DQmHDSOBJ0e5r/nHATMuAXLHr7hTX5IGzWyTqYiEQ7Djopd6ANg8HtxEehERNq3v0O4pSwdWdQFMWu62Or0B9HDMrpj1wM/t+H0Hk3oCE1gVKRvHAGkujY39Ygi3wqGBc/obUvXI4VYSKYQQhzjg48PApjHgFQCM/IPRAivPAH7pApg0XJ+OrwM9FzLcKzowPRidltCNzLA5bfN40siabb4xwGsXSQAGAGe/41cYSj2BV04CoUQ49lzeOcw8MRN2F+7vOn+HvvFkyj23Ohej9o+C1sw93lMaTcHrLYlIrMlqwvC9w3n9ElPCUrC6z2q6/Prp13Es+xjHJ0wVhp2Dd/ICsv/U8jR5GLVvFDRm7vF+scGLeKM1+dVstpoxYt8I2oPRaa1CW2Ft37V0+Y0zb+BI1hGOT6gyFDtf2ElbC5X/9htKvvue4yNSKBC3eRM86hMhU+2FC8h95VWmkbnDIr77lmpTmfPz8XToMNiquT3uAl6chNB3ifCh3WxG5rBhvH6Jnq1aIo5VCZm/4A1UHzjA8ZGGhCBh7x7afqd8zVqUsIROATILFbtpIzwdQqY1ly8j56WXeQUA4V9/Bb8hQwh3YSGeDhkKW1UVx8d/wgSEffA+4bZYkDlsOK9fomfz5ojbtJHhfustXuNuaXAw4vfugdSfpARU/PEHir/iNqYXyWSI3bgRno0bEe4rV5EzdSqf+4sv4DecPOotqjKg3+KzqNRxk78nto3FZ0PIduxWK+F+zE1e9mzaFLGbN9Fg8/Wtt7HzJrdyLthbgSPzOiNARR6l/n4hEx/ve8jxkUvE2Dq9HRUEvZpZgXG/XobFpQzx62GNqYp9cbUB/RafQ0UNN/l7XEoMvhzaGACpSBy09Dyvz2PTaD/sfq095X5z2x1su8FNbA/ykuPwvM4I8iLBz+0jB3BizQqOj1gixeiPv0ZEXXIdzE99iK2fvguby/Hu+fJMNO3VDwBQo67EH2/Ogr6ae5407tEHvV8lorx2mw0b3n8dxU+553doQhLGf/EjDdqO/rIE905y7zuePr548btlUPmR8+TOsUM4vno5x0cskWDUR18hsh65DhakPcKWj9+FzcotFOnx0mto1rs/5f7zrdnQVak5Po269UKf6XMp98YPFvD6PIbEJWLCVz/xgs1/155LOPxr9s9/XFh4lx9gAaTS776jQ7upBrj0M9/HXANcYX1xz/0AfqWi3fG6w66s4AdYAJF2MDpev79DuLFz+nGg4Db5u/gBP8ACSCXkPcdjRbOeI3nAcOu4Eg6C3HDh/oUfYDlfNzpef7CbH2ABRLzUWV1Y8ogfYAGkQfZdh9aN2QBcXMr3seiBy8z+rL63mhdgAcCv9xgNro2pG3kBFgBsTt0MjWN/jmQdEWxIfaXoCu6Ukqqxp1VPeQEWQKQd9mXwO9f/p7Y5dTMvwAKALY+3oNpEbjrHso/xAiwAuF58HbdKSMl+VlUWL8ACgGJdMfamE6kPu9nMkTxwmt1oRMXvv9Pl8l9X8wIsAChb+Qv9u2LjRl6ABQCVmzbDqlYDADTHjws2pNZfv0ElKUw5Oag+eJDnYykpgXrXbsJnsaD8NwFukwkVa1ncq1YJVliWs7grN27iBVgAoN6yBZZKUgmnOXFSsCG1/tYt1Fwmpe+mvDxU7+Of35bSUlTt3EX4rFaUrV7N87GbzahYy0hmlP/6qyB32S8M9/rL2bwACwA2X8tBuZbIyWhPneIFWACplnRKaeRV6rD7Fl+aoFRjxJZruQBI0OOqowUAJqsNq84yr684nc4LsAAi7eC0DVdyeAEWAGy9losSDankO5VaIthI+06umjbSLlDrseMmv3KwTGui3HabDVf2bOP52KwWXNvL/Gi9unc7L8ACgKt7ttHq2bvHD/MCLAB4cPo4tJUVAIDMOzd4ARYAFD9NR9YdIhWjrSjH/dPHeT766ircPUEkYex2O67s3irAbcW1fQz3tb07eAEWQKQd7I7v672TR3kBFgA8OHMCmnJyLLPu3hJspF2SlYGnt9xUoD+3/7r984OsUuHSVgBAieO96gLhAIPtAzBaULwxWK+XuBnPpCWP4QASiLgzJ++z+FQXAEb+BYHH5O4YcHzcjGeuAdS5tfsAzH7Xdryd42kKAcNfc6er+RcyAHiqZgKPDLVA0AdAb9GjQEtkC4QCFdf12dvkjVfL+v+upVcJ75vBakCehtxUMqqE9w1guGv1cbxnKS+HtVK4pJ4dDBnThZlMGRn0Ym5KFx7PbjLBlJvH2yZvvIwMx1gZPP0rxoesb6mogLW8XNgnnc0tzGTKyqISDs5xedxmM8w5OY7t8G9ArkymjFq4HUxWtRrW0jJhH/bxdsNkzsmB3UQCFKfcAc/HakdWeQ1n3NrGyyit4elfOe2JY4xqvRklGqMbH+aHTFqxwI9IAHmVeirh8MQNt8VmR1YZkR1IK3FzzQWz309r4Xb6GPU6aMuFj3d5fi7ztxu5hOrSEpiNJPArc+Njs1pR6ZCJKM8V9mGvX1GQT78zPKY8wmTS66EpE5YOYrO649aUl8Jk0NfqY7fZqLyFO5+/eu+5/Xftnx9kBddz/57zcZpPBLfXoJAPAATzG37yXg9xM57ci8nxCqkv7AMwvM/i4xMBKPjNU3lM7o4Bx8fNeDIVVWB36wMw+13b8XaO5x1OqiT/gsm17Y3TEvyYfLJEP4HmyAA8pZ6I8CK5Owm+AvlnLuuzt8kbr5b1/11L8hXeNw+JB+3xmOgrvG8Aw12rj+M9aUAAJI7HWK7mTAQHSHK4kMkTE+mjBMFm1CCP8OTRUbxt8sZzJPorkhIFG00TnySG26XNkBCrwg2TPC6OSjg4x+Vxy2SQxcQ4tuO+vYiTSZ5YC7eDSeLnB4lLbhn1YR9vN0yymBhaCVk3VPi6JJOIEBuo4oxb23iJwSrBhs0AaM9FH08ZL0eL8WFa9NRl/c22KH9PmitWxw23VCxCXBBJ0agb4v4RvHO/E2rhdvooPJVuJROcau8AqIK6q/kEh9DcpSA3PmKJhFbpBUYL+7DX94/g53oxHI4qVE9Pt/IMbFZ33N6BwZA78u7c+YjEYgRERNXq81fvPbf/rv3zg6zwJtwGyk7zjwMakVJxyFXCMgcyFamAc1qnBQAEvvGdFjB/p8wgAZWrpUxn8qgaDQf8Bcqgk3oCEc3I36ENgbp9+T5+MURKAQBknkC71wS4lUBb1uvPxD1NONBMeZXJo2o4RDhhPqEbqaoESHCYLFBO7RvNSGbIPIB2s/g+Uk+gLdNq56XGL0EkwP1KY6Yqcly9cZzm0E4bU28MzaPqE9cHcT5x/F0LS0HTYFLZlOCbgJ4xPXk+YaowDEocxHv9P7Ux9cbAW8Y/3qOTR9M8ql6xvWjVJNtahbaichNxvnHoHdub5xOiDMHgJFL6LZLLacsbtokUCgQ4WvgAQOArL5PG5C4WNI2RAwkYN46XCA4QiQRnHpV3z56CwZhny5a04lAeEwOffv14PtKQEPgNHUL4pFIEThXglss5FY+Br7wCsKro6OvTGDkQ/3FjIfbl/yDxGz2a5lF59+gORR1+oOXZrBlUbUm1lzwqitfzESA5Wb7DSM9QkUSCQFZlI+WWyRAwhdkfd9zs4z2hbSynybLTxrSOoflIXt26QZHM/wHo0bQJlG1JBXOUvxJDmvELeYK8FFTCQSIWYUZX/ucml4jxamfm9eldEiEViHxmsaoLx6fE0Dwvto1qHY0QbxLQdKsXggbh/HOpaZQvlZuI8PPk9U4k3HLKLRKL0eaFETwfsUSK1oOH0eU2g0dwqi3p6y+MpPlfTXr2haeAdlXDLj3gFUAC/vimLXn9FQGSkxXXlFQwewcEoWEX/vXE08eXSjiIRCKkDBkpwC1B60HD6XLrwcNpZSWXewQN5Bp37w2lr58gt1MfK65Jc4Qm8M/vkLhEJLj0VHxuf5/9byS+m3SkPcydzSTvJ3kA0OMjrrio3U7ypq6uIlV6se2Bbu8DkS5aVakHSNJ26WPSwLnzG0zSu9MKbgEnvwCyL5BqxTavkiCO/Qu4ugA48RmQuo9U8DUZTcaTM+XUMOsd3JvI38n9HdwuF50rv5B/mkIir9DtfSDKRVsm9aCDOxUIqkMCrAYuujEFt0mbnqzzpLqw9StAu5ku3IXAyc9ISyKpwsH9HglUKbeB4TbVOLg/JAEih3sV04Yopq2Dm/tlP5N7Bqvu/oInlU8Q5xuHlxu/gt5x3KAitSIVS28txbWiawj0CMSYemMwqcEkTnVZqa4US24twfHs45BL5Ogf3x+zm8+GUsYcb6PViJV3VmJP+h7oLDp0ieqCOS3mINLLjQjtf2iPKx5j2a1luFp0FQEeARiVPAovNnwRYhET6JTpy7Dk5hKcyDkBqViK/vH9Mav5LKhkzPE2WU1YeWcldqfvhs6iQ+eozpjTfA6dEXNa5ebNqPjjT5iLiuDZtCmC58yBsgVXG0x79izKfv4ZhsdpkMfFIvDll+E7gBs0Gx4/RuniJai5dAnSgAD4jRmNwJde4vxyt5SXo+Sn/8fee4c5UX7v/68k23tnWWCX3jsIiEhXig1BEEEQO4oFrNh7149io9ko0gRpSpUqIEV6r8subO89u2m/P57JlMxkXRX86fvLuS4uNsmZmTtPJjN3nuec+/6YknXrMFl8CLvxRmIffwxLiEKInVVV5E6dStGSH3GWlRHSqxexkybKnoQy7oWLyJ81C1tGBoFt2xL72KMEddKe36W/biP3iy+wnjyJX2KiwH2TlgxZT50SuHfswCcykoiRI4m+9x6NPIM9P5+cjz+heO1aTBYLYYMHEzvxcY0JuKuqitxp0yhc8iPOkhKCe/UkbuJE/JK0GlMFP/xA/nffYUvPILBtG2IffVSnaVa6bbsY7+PH8atXj+j779MZYJ/KKuHDtSfZfjqHyGA/7uiaxPhejbCoiI69oEDgXrMGk9ms4FZdP20OJ59vPMOiPakUW+30bhbHUwOa0SBGK/i6cE8qX/16josFFbSrG8HE65rSraF2RnHb6VymbDjFkbRiEqOCeLBXQx0ZOpNdwgdrT/Lr6VwignwZ1SVREDSLcp4UlFXxwbqTrDqUgckEN7ZN4KnrmxGuIpY2h5MvNp1hwZ4LlFTY6NUslqeubyZ7KbrjyKb1/P7TjxTlZBPfsAlX3zZKkbWQIvXIQXb8MI+s5DNExMXT+aahOkPmvLQLbF84h/MH9xEQHEKbfgPoOmSEhqBVlJawfcEcTv72KwDNrr6Wa0aOIVDVqed0ONi1dBGHN67FWlZK/XYdueb2MZrZNRB1U7+v/JHC7ExqNWhM9+GjFFkLGfchdvzwPVnJZwiPrUXnm4bSureWxOWnX2T7gjkkH9yLf1AIbfpeT7eht2twW0tL2bZwDid3bAWgabdr6DFyrCGx/KtxpfD9z8X/hoRDZQnkn4PyPHA5pL9ztSTLUSWeL8kUheP5yaKGypNk5SdD0UWRU5wmHntGcboobLeVCzmI/LNgrxQzOO4oyxXPV5YIEpifDJXFWpJVWSowlalwl+VoSZbdA3dBsrCtwYNkFZxXcBd5wV2SIZ63lQvD6PxzetzleaITsbIYqswix1qsJVlVbty5Kty5WpKlwy3h8yBZvdKO0+vYHijLhqA8iLgaPEhWdnk2F0ouUGGvILcil5TiFCodlQSo5CcKKwtJLU6l1FaK2W7mQskFSqpKNCSr3FZOSnEKBdYC7C47F0oukF+Rf9lIVrOoZnzWz6ABQBUxgTG8fs3rvH7N615zym3lpJakyrhTi1PJs+ZpSJbLZqMqJRV7VhauigpsFy9iy0gHtCSr6uJFbGnpuCoqsGdkivogl0tDWO3Z2VSlpoic3FyRY7ViUqnKOwoLsaWk4iwuAbOZqtQUnMXFGpLlKi/HlpKCPT8f7HaqUlOx5+ZqSJbLbqcqJUXBnZaGLT1Dd3rb0i5iS5dwZ2YKfDrcOdjcuJ1OqlLO46qs1OGuShFYMZmoSk0VuFUky1lRIcYyPx9sNmwpqdjz8jQky2W3i/eWlS2Nd5qhtZEtLQ1bWprIycqi6rwed52zh5n8w7tUnj6Nyc+PsOIbMXV5HlRq+I6CQhmrG7ejuERDssxlpYxYO5OBa9eCzYZ/yxbUavY8xCjfOafTQcLpjdx8aBVVFeWEFcQR2nw0NNQSkYsF5VwsqKDC5iCz2Mr5vHKcTpdGxiG7uJKUvHLKqxzYHS6Sc8ux2p2EqEhWYYWNlLwyCitsmExwPq+MogqbhmRV2Byk5JWTV1opatFyy8kpqdSQLKfTQWFWBqX5+dgrKynKyaI4N1s33kU5WRTnZGOvrKQkP5fCzHRcTqfmB0JZQQGFmRnYrFacdrv4u7JSNnUGsJaWUJCZjrVM1KcVZmVQWVqqIVm2ykoKM9MpLyrEIe2nvLBAQ7JcTicFGemU5Odir6ykOCebohy9VVpxbraMuzQ/j8LMdJxOh0bGoaywgIIsFe6sDGyVVlk7DMBaVkqhGndmBtbSkktKsq7En4v/jZms6b2EQbE6AqPg0b2KIOnKx/WGzCYL3LtOufHv/U7kecaNH0NnaRkgbS98fT04PbpBOo6Fm6UbakUBfNZJEBZ11G4HD25VHs/sq/VFBFHL9Og+RZD0pyf0hswmC9yzRqjGA+ybAysMlucGf6gIkqYfgK/66XF3uBNukTr+Kgol3B5FprXawPhflRmvr67TG2AHhMMjexVB0lVPi1lDDW4zjFulCJIemAfLDJZxB70vljeB43nHGbVqFHYP3Dc3upm3egjz7NKqUm5YegP51nxNTpPIJiy5aYl8Qxu7eqzcteeOUN9QVty64k8Lkv6TMW7NOPZmac+TEN8Qlg9ZTlyQ0ArKevc9TSchIMQIv/tOFiQtWvkT6U8/jWfEPfss0dLynPXUKc4Puw2Xh59c2A03UOcjIRHhLC/n7ICB2HO0Rb1+DRvScOUKeeYo5a5xlO/SGtaag4Np+PNPsiBp1vsfaEysZdzffC0LkhavWkXaE0/iGXFPPyUv21WeOUPy0GFyQbk7QgcNpO7HHwvcFRWcHTgIe5b2JudXvz4Nf1op13el3nOPzkjaHBQkcEt2P9kffSS6NT1w1/tqJiHXCFeH4jVrSZs4UYc79okniHlAfC8rz50jecitetzXX0/dT6cI3FarwJ2pNUr3TUqk0c8/K7jvvY+y7du1kIKCaLRyBb51xA+JbQtms2upvuNt6HOvycrra45kMn6u3sf1qeub8khfsRx1LqeUQVN+pdKuLf6+vmUtZowV11OrzUG/j7aQVqg1JU+MCmLDk73wlcjYuG93s/mk9lwK9LWwblJPWT1++6K57FyiN3i/9dlXZEHSM7/vYvkHb+hyug8fzdW3CReNwswMZj39CPYqbQNAo85dGfK0kOCx22x8O+lBinO0JC4sthb3fDJNFiRd+t5rOiNpHz9/7vrgc1mQdMcP8/ht8Tw845anX5IFSc/t28PS917T5Vx92x10Hy6EmQuzMpn19ATslVrcDTtexa3PCgkeh93Gt5PGU5StPb9DY2K555MZl0yQ9MpM1p+L/35NVspveoIFwvjYLSlQUQgH5utzXA4tEdg5VZ/j+fzumXqiAmKpskLq8Dq0SE+wADIOwnnpInhht55gAVgLxTIciBmkA98b496ltIF7xb1rWg1wL4RyiZwc/kFPsACyDsN5MW3Oxd/1BAtEN+FB6WJSWSqInw63E3arcRvIaoDm/Sw8uVBHsABWnVslk6pVyat0BAvgdMFpdmaIFvejuUd1BAugxFbCsjPLjHH8C+J43nEdwQIotZWy/MxyQNyECxfpb5y4XBTMVT6H/DkGnwmQP3u2/HfB/Pk6ggVQvGYNtmxx0ylevVpHsACqzp2jbNs2QCw5ehIsEIbNhT/+KP6uqqJw4UJD3PlzFL2t/Fmz9TkezxfMX6AjKgAla9dhk8hJ8Zq1OoIFokux9FdxfleePq0jWCCIZeFi0XbvqqqiYL7+ho/LRcFs1XjP9oJ7jgr3Ai+416/HliFM1kvWrdMRLABbSiqlW7YI3OfO6QgWiNnEgsVCysZht3Ng3c+6HIB9q1fIf3+z3WAWHPhux3lZCmHerlQdwQJYfzyLC/miu3Dt0UwdwQJIzS9nw3HxOZzLKdURLBCzW/N3i444p8PBgbV/jHvfquWGOfvXrJQ7AQ/+slpHsADO7t1NYZYY47O/79QRLIDinCzO7BHndGFmho5ggTCadks4OJ0O9q81kLsB9qtw7/WK+yecTtHNeXjDGh3BAkHQCjLSJNy7dAQLoCQ3hzO7dxge40pc/vjvk6wiY3d2zWtlueAwbl3WbF+k15nR53g5nqMKSqWLRdEF4xz19jXJKc8Fu/WvY9LkeDme0yaWPKvbj/q1muSU54rauD/E9Me4M8oyDFPsLjs55WK8M8v0NyB3uF+rSc6/Mby9f/VrjqIinOXlhjm2dGV7sXyoD3tGhnzztGd4GQuHA3tWtm6fuuNJxMBo6Ux9PABnURHOsrJq9wPIJEm3n+xsWcLBWw5Op0ysvL1/De6MP35vjtJSnKXGMgda3Mb7cuTkysTK7u14Lpf8nqod7/SMP8yxS69VWSuo9DLeaqmBdANiBEK7yk2s0ouMc1wuyCy2Svvxcu0C0qTXMoq857hx2CqtWEuN5SCKVbi9ySVUlBRjl8bbWw4uFyV5Obp9ekaJtETpzq0Ok72yEmuJXifMc3tvmKylJdislX+MSZK3KPEic/FH21+Jyxv/fZJVpyOGnXWgdMRFJOrtajxzQF9MbpjjpUsjKEZ0NIKxgTIInO59JVSD232M8HqisL66nOow1VHneMEUGKV0FHrbj3pfCR3Esl91OWF1hYzDX8WkwtEmpo1hSrh/OElhSdXmqF9rFdMKi8lSbc6/MVpFt5K9Fj3DjdsnNhbfBL0VDUBgO6UwOLBtO8OcgLZt5SVVdb46zCEh+DcS50lge+P9iGOI7QNatZI9C42OB2CJjsa3roFFlGo/nn9r9tOqlbxU5i3HHByMnyTPENiuOtzitYCWLQ2NvdXHsERGyrIQupwajLd/ixayhIM3TKagILkTstrxlo4X0LKFobE3iC5EEJYrkQZWSwDxjRWrnw6JxnIgzeNDZQmHDvWMcwJ9LbL0gltB3ijcr7WoHWZokK3O8Q8KlmUKPKO2CnftJsYSPNF1E/GV7JVqNzGWoPHx8yc2sYFun54RLx0jJqkBPr767kqxvcjxCwzyKp0Q31jB6g13VJ16cp2YtxwfXz9ikxro9qnD5GX7K6HE1q1buemmm0hISMBkMrFs2bJLst//PsmKbiTqoTyjTmelK9DHT3TIeUZIvFbaoffz4OGJh8VfdMW5o+t4YwLRe7I4Dojuxrpd9Dkd7oQYqQ06qgF0vlufk9BRmC8DWHy1x5Zx19JKOPR+Tu9BaPGDPs8pj7s8AKEGF9jezym+i80GQ72u+pz2oxXrocgkpT5NHbXbKxY+Fh/o+6I+JzhWdDO6o9dkIeugw618ViObjyQ+WO/19VC7h+TC9551e8rm0Oq4qeFNNI4U4x0fHM/tzW7X5bSIaiFb+Pwbo1ZwLUY2H6l7vllkMwY1EBIJJrOZ2ImP6/SdLJGRRKkkEmIefghToMd4+/oS+/hj8sOIkSPl+h11xDz0kGw+Hdyjh2KyrIqwwYMESQF84+KIGjNGl+PftCnhkkSCyWwm9nED3BERGkmKmIcf0hSvA+DjI96zFJG3jzAkbNHjH8QSIgqDg7t3J7j71bqc0AEDCGwtLHx8YmKIvkt/PfFv0oTwm8X1xGQyEWc03uHhRN93n4L7ofHymClJFrGtFBHDhxsStpgHHpCbCIK7dSNYqvPS4L6uv0z8fKKiiLpbfz3xa9yIiFtukXFfc/tYTB4/kvyDg+lyiyI18EifxoT4awmyxWziqeuVG/WIq+rpuhYBHurdiPBAQfaubhRNr6b6H7fXtaxFpyRB0qKC/Xiwp142plFsMLd1VgrIe4w0wB0UTBeVRELXW0fgF6gdb5PZTI+RyufZus91sh6WOq66eSgB0njXbdFaYzztjoYdr6Juc3GeBIaE0vnmYbqcyIS6tO6jSAoZ4fYLDNJIO3QZMlxTvA5gMpnpMVL5/rTu3d+QaHa+eahc1F6nWQsaddZ/Lxu070S9lv/eH5JG4XC6+O1sHssPpPHb2Twc3hRrL2GUlZXRrl07vvjCwGXlb8T/RuG70wn7Z8Oeb8QyVath0P0RRbfKHafWwY4pQqagQU8hz+Apl5BxUEghZB4VHns9n1a0rdxRlCYsa85tFgbI1zwOTQdocypLhSXOkcWCAHW+GzqO0+oUuVywb7YobLeVQ6uh0P1RRbfKHafXw/ZPRFdjg57CJzGinjYn45DAnXVEiIr2elrMOqmjOB22fihwh9SCax6DZh5aRlVlAvfhHwTuTuOg09163PvnwJ6vhWJ8y1sFbk8j6TO/wLZPRJdm/WvFeHvKPGQelsb7sBA67fmUduYQ0V0489BMdqTvIDYolrEtx9I3sa8mp8JewZyjc/g5+Wd8zb7c1vQ2hjcdjkXVneNyuVh2ZhkLTi6gwlbBdfWvY1yrcZfct/BSh8vlYvnZ5Sw/s5wyWxm96vViTMsxst6WO8p27CB35kxs6RkEde5EzEMP4edBPKynTpE7dSrWo8fwb9iQmIfG62ZT7Dk55M6YSenWrfhERxM17i7Crtd2fDqtVvJnzaZo5UpMFgsRw28jcuRIeWbJHYXLllEw93ucpaWEDrie6HvuweKhZ1X222/kzpiJLT2doI4diXloPH4exKPy9Glypk7DeuQIfg0aEDP+QYI6aM9ve26uwL1liyAd48YRNsADd2Ul+bPnULR8OSazmfDbhhE1apQOd9Hy5eTP/R5nSQkh111HzH336nHv3EXejBlUpaUR1LEDMePH62QeKs+cIXfqNCoOH8avfn1ixo/XyWrY8/LInTGTsi2bsUREivEeqCX+zqoqCfcyTCYz4cOGETXqDt3sVdHKleTPmYuzuJiQ/v0FbknfzB0Xjh7i9x8XUpSVSe3mLekybKSOeJzJLmHa+hMcTs0nKTaEB/q3oHN9rflxXmkl0zed5tejaUQG+zGqVzNubKv9IVdpdzBr+3kW77uI2WRieKe6jO1eXy56d8fyA2l8u/08RRU2rm9Zi/G9GhHpocN14dhhdi1bRFFmJrWbNqfb0JFEJWhx56dfZOePC8k4dYKI2gl0HTKcui1aa3LKi4vYs3wJZ/fuJCAklI6Dbqb5Nb00OQ67jf1rfuKoZJ3Tqnd/Ogy8US56d8fx7VvYv3oF1tISGnXqxlW3DCMoTHueXDx+hF3LfqAwI13CfbuOMOWnp7HzxwUCd3xtug4ZQd2WWtwVJcXsXr6Ys7/vJCA4lA6DbqJFj9463AfW/syRTetx4aJVz350GHTzJSt6h8tf+L7mSAavrTymWUquHR7AKze1ZGBrLysklzhMJhNLly5liOSN+nfif0PCIfeU0GTKPioe7/tOLCM2VV1gy/NF0fV5UZhLabbQk1LPrDgdosPw5GpRJF6UKmZfan0oZmfccXyFKG6vKhEyDT7+YukrSHURSv1N7KtEqgPZPVNoXKmV3nNPi8L7rCPi8d5ZYiarmeoCW1EgitzVuKMaCYKkxr1vtoTbJvwPg2PghjYeuFcK8lRZrMLdRelkdOP+/VsV7hlC46pWKyUn74wY76zD0njPEoSu+WAV7kKR4y6YL80Wy5I9JqpwO0WB/IlVCu6gaIhvK2bxpNiQuoGfzv1Eqa2U1JJUfMw+tI9rT1SAMt4Hsg+w6NQisspF/c38E/PpENeBZlHKr+/UklTmnZjHiXxhDbTk1BJaRrWkX5K2ff3fFiaTiSGNhzCk8RCvOY7SUvK/n0f5zl3gclGck4NfvXrEjB8v57hcLoqW/EjpLxuE3UxaGpaICAJUy1cAJRs3UbR8Oc7iYmwpKRT4+BDUsSM+MUoHZsWBgxQsXCDX+xR8P4/ADh1kU2eAqgsXKJgzF+tR8b0sXLyEgBYtNATCUVpG/vffCw8+l4vi7Gz8EusR85Ayw+xyuSj8cSmlv/yCq6oKW1oaPhHhBLRqhVmNe9MmipYtU3BbLAR2aI9vXJyC++BBCufPl2vGCufNJ6hDR9nUGYTMRf7c77EeFud30ZIlBLZsoRFXdZaVUfD995T99puM27dOXWIfUa4nLpeLwqVLKVm/XuC+eBFLeDgBrVpi9ldmzEs3bxa4i4qAFPLnWgjs0BHfWgpu66FDAndamoR7HkEdOxDYRpmhsKWlkT9nLtZDh2TcAc2bE36jooPmLC/HNOMbmq9bBy4Xpm37sDv94LFHUUfYnBncN2u2qB0zmwk7MRjnW29qcFvWreK2997jVskzMvC3jtg+/j98ayklDocvFjFnVwoX8kV91eydKXRMitQsSaYVVvDdjvMcuFAIwA97L9KidhhDOigEylZp5cDan0k5dABcLkrz8wiLidPM9oDQpDq9czt2WxVF2Vn4BwVTq1ETfP0U3Mn7f+fIll/keqn9pp9IaNaSMJU6e9a5MxxY9zNFUjH8gXU/k9C0OQlNlet3cW4O+9esJOO0sAo7suUXYpPq07Kn8gPQVlUpcB/cj8vllHDHambXAI5t3ajB7RcUTK1GjWWleoDzB/ZyZLOCmzVQp3lLwmKU8yTr3FkOrP2ZwizxvTy4fhUJTVvIZtT/9lhzJIOH5u7TOdpmFll5aO4+pt7Z8R8jWpcq/vszWU4HfNoBClO0z/sECCkEt1bWgtHGxsajl0ATSfRt64dCiNMz+rwoZoYAzmyAuUP1Oc1ugDuk7rridIHJs2g9IhEe3S+Ij9MJn3XUG0lb/OHR35UZn0Vj4ZhB98moRcrs2baP4ZdX9Tm9nxPLmCBmr2bfos9pOghGSZ1SJZkwpb2+aD28Hjx2QMH9xVWCaGlw+8Eje5S6tB/uhqM/6o83cr5CxrZ/Cutf0uf0fAb6imXS3Rm7uXedXl372jrX8mV/0Z2YW5HL4B8HU+GBu1ZQLVYPW42v2ReXy8Uty28huUg73j5mH1bcsoJ6YR4zg/+xSH/2WYqWr9A9X2fKFHk2J3/2bLLefkeXE33//cQ9+QQA5Xv3knLnGJ1/X3D3q0mUpBbsBQWc7ddfV2xviY2h8S+/yDficzffojdk9vGh4Yrl+DcUS0Tpk5+jyKD2oc7H/yeTmvy535P15pu6nKh776GWJElRvn8/KaNG63AHde1K0qzvAKGRdaZff12xvSU6msYbfsEs1e2cG3IrlSc8PDp9fGi4bKlscZP+wgsULdGf3wkffiiTmoL588l8Ta9/FjVuHLUmPwtAxaFDnL99pB53584kSZ2hjuJizvTtpyu2t0RFCdzSEvC5oUOpPObhP2qx0GDpjwQ0Fcv9GS+9TOEPerPlhPffI/xmUaZQsHARma+8osuJHDuG+OfFUn7F4SOcv/12neF4YMeO1J8nOqKLrTZ6vLuRYqu2OzgyyJftk/sS5Cd+AN78+TYOXdR6nVrMJn56tActJMX4X776goPrV+swDXx4kiw2enjjOtZN/1SX037AjfS7R/zYyEo+y/fPTcLl0uKu3bQ5o94QEiVVFeXMnHCPrDXljoCQUO7/4hvZ6mbeC0+ScUbrd2symRn9zsfUkhTjN3wz1bAz8vrxj9Gmj/heHtn8C2unfqLLaXf9DfS/V/zYyD5/jrmTJ+pwxzduyui3/k/gtlYI3B5NAv7Bwdz/+bcaHbC/E5drJsvhdNHjvY1emyFMQHx4ANue7asR6r0ccSlnsv77NVnnNusJFgiCc0giD2W5cHKV8fb7vlP9PctLzqw/zjm1WszWgJCOMOoKLEwVeAHOb9UTLBBdkAeltvbyfDhu3ALM3lnGf//ZnFNrBLkCMTtn1BVYdAHObhB/p2zTEywQ3ZUHpfGuKBCzfUZRk7FUPb/k9BLDlG1p2+SuwJ/P/awjWABZ5VlsuyhmAPdm7dURLAC7087ys8Yt1P+VcJSWUbxKfwMCNDfUwh8W1yzH4HdX2Y7fqLoouj6Lf15l2M3oyMmldNNmACoOHNATLAC7naKlSwExq1L8s3FrvhaTnhR4vp/Cxca4y3ftokoyiC5evdqwm9GRl0fpxo0C9+HDeoIl4S5047ZaKf7pj3EXeMO9ZInczeltvMt//53K5GQJ9xrDbkZHfj4lGyTcR4/qCRaAw0HRjxLuykqKVq40xrToj8e7aMmPuBwO6T0s1hEsgIp9+2Rj7NWHM3QEC6Cg3Mbao+K7ezS9SEewQNxwF/0uOqIddhtHt240xHRow1r578Oqv9VxdMsGnBLuI5vW6YgKQMapE+ReEPeRU7t26AgWiG6/07uEFEJO6nkdwQJwuZwc2bRewm3n6OYNhpgO1wD3sS0bcEjds0c2rzfEnXnmFDkp4jw5vWuHYRdmZVkZp3ZtMzzGvyl2J+dX223qQnSj7k7Wy/X8m+O/T7Lc2lRG4dZ/shYJjSbDHNX2FYXV76e647mc4jh/hKkiv+Y51iKhiVVdTnX7Uj/v9Xgu5X3XZCxrklNZYqzJpc6pbl+q54uq9BdgABcuiqvEtHlRpXEOCCX46vajzvmvhrO8zFDbCsTsjfx3kfEYOIqL5Zu+txyxryIpp7CanMIa78dZUeEVt70GuJ0lJfJNv/rj1QCT9JobW3X7cVZU4DLQLFLnADi97MtZUgLSzbM6TE43phq8N2cNclxWKy6r8U1M/Zl6He+yMlkyoyZjWVhu/NkCFJSJ14qqyXFvb6+yGWpEARqJBGuZscyDzVqBwy72ZfUivSH2VSLlGO8HRF3UH+W4X3Pa7dgqjcdbjcPbvmyVVhy2qj/EXSHj/uP39m+O7BLvBOuv5P1b4r9Psur3ALOX0rJGfcT/kQ0gIslLTm/l74a9vOT0UeX0Ns6JSBS1UtXlmH1EAThA0jVg9lKM2NCNu76x0bQ6p7rj1QR3eD1Rm1ZdjskiCu5B4LYYty7LxwuvB9GNq8+p7niq93Z1bX03GAiD5EbhYryvTjDOMZvMdKstDHQ7xXXC37Nz1H0ML9v/V8I3Lg7/JsbjHdy9u/L31cbvM7hbN1nCwVuOJSaGgGZNpZzuhjmYTHL3XmCHDvpORvfxrhHb+0RH49/UuF0+pAa4g7p2ldXlveKOiiKgefNqczCZ5NcCO7TXdzK6cUiYfCIj8W/RotocgCCDTkaAoKuukgvWjbodQXSG+kudmup9ejteQNt2+k5Gd4403qIerJVxTg3GO7BTJ3kp2Ot4q45xTWPvLgpug+h29SII9Te+fveQtvcPCiK+kd74GCCprdJEkNi6vWFOQtMWcm1TYhsvshrBwdRqLI6R1MZ4P+rjxTdqousIlHOk7X0DArxKJyS1VY6R6OV4tRs3k7slvWHyDwqWJSeSvLw3Ne5/c7iNxS9V3r8l/vskKzReSAF4RouboJFU0Gw2w6D39KQmrqWQNnBH35dF4bU6AqOgr6pu6Kr7oZa26wOzLwx4R+nAa9hHb84MotYoTCraC4nTSiy4o9kN0FiqETOZBG5PUhPbHLqqcb8kdLo0uCM9cN8r7HE0uH1gwNvg7sBr2Ata3WqA+ymlti04xlhWoukgaDJAwT3wXT3umGZCAsMdfV7Q65cFRAiTbCmGNx1OiyjtDc3H5MOzVz0rdw5eFX+VLGegjntb30vtEDHeEQERPNrhUV1Oz7o96V23t/79/Mei1nPPaYrXAfySkoiS7HIAYh6ZgCVWe56YQ0OJe0qxrIkYfhsBbTzOE4uFWpMny8QgqGMHwm/Rn99R99wtdwVawsKImzRJlxN8zTWE9leMb2s9/xwmfy359U1K1EpPTJiAj6p4HYRuV9xTTym4hw2T9aCUJDO1Jj+r0aQKH6qvp4y66y786tcXuENC5Po0De7uVxM2QOkgrjV5MqYA7cXeNzFRIz0R+/DD+KiKwEHodsU9o1gbhd96K4Ht2+twxz37jFzUH9i6FRHDbzPAPRb/hg0k3MHEPf2UTlYiqFs3TaNBrcnP6sivb926OukJn3itbIo5KIhaaty33EJgRw/ZFLOZuGeekYlY6zrh3NFFL08xrnt9mkhaWsH+Pjw3uIUnbLo1jOKmdkqnYq+x9+HjcZ6ExcbR5RZlXLoOHUFojPZ64usfQM87lc+kRY8+1GnuQTRNJnrdea9cHB+b1IB21w3GM9pdfwOxifW1+/UAXqd5K5qrOv56jblPU7wOwuZGIz0xZDhhsdrz29c/gF5jlFrU5tf01HUbYjLR8867ZQ2wmMT6tB+gNU0HaNt/IHH19TIZ/7bo0iCK2uEB3tQjMSG6DLs0iPKS8feitLSUAwcOcODAAQCSk5M5cOAAqVK5wV+N/37huztOrYcdn4paqPajhHaWqn0fgMwjsPltIeHQuL/o0POUSyjJhI1vCUmB+NaCCLiJkTsqS2H7FCFREBovdJ3iPW5MToeQOdj/vejiu/pRaOYh8wBiH9ungK0C2km4LR6/7LKOwaY3RUF9o77QY5Ix7k1vQ+YhiGslCsfDPHSxqspEsfnpdRBaC3q/ALU9cTth/1yB3cdfdF96yjyAaADYPkVIT7QbKeQpdLiPw6a3hKF1wz4Ct6fMQ0mW+EwyDgrpib4vao29EQbJs47OYsvFLcQExvBwu4dpGaPtlnG6nCw/s5wlp5fga/ZlbMux9Ensg2fszNjJ14e/ptxWzo2NbmR40+H4eJsJ/Y9F5blkChctwpaZSWC7dkTcNkxjfAxCLiDns8+FFEKjRsQ9/phOyNRZUUHed99RumEjluhoYh+ZoOliA6lTcdlyChctwuRjIXLMWMKuvw7PKN21i7zpM3CWlhJ24w1E3aGXHag8l0zOlCnY0tII6tKFmPEPaoyPAez5+eR+/jkVhw7j17ABcY8/rtPzErISsyhZ/wuW6ChiJ0zQiZS6XC6KVqygcMFCsFiIGjNGJ/MAULZ7N3nTpuMoLSXshhuIumOkjsRWJieTM+VTbBcvEnTVVQK3h8yDPT+f3C++oOLgIfwa1Cf28Yn41fXAXVmp4I6MIPbhCToBUpfLRfHKnyhYsADMJiLvvJNwD5kHgLI9v5M3bRqOkhLCBg8S8hSeuM+fJ+eTKdguXiSwcydiH3pIj7uggNwvvqTiwAH86icRO3GSMe7ZsylZtx5LRAQxEx4myJMwAmt+T2bllmOYTXBzn9Zc10G/qrDvbA7zV++lqNxGn84NGdqzOf4+2ut3QUY6e+d+S1FmBrVbtKbDyNEaw2YQy3m/LZlP+snjRMQn0GPkWCJqaQmj3WZj3+oVnN65nYCQULoNG0GdZvoZvhM7tnJAssVpP+BGmnfvqctJO3mUnUsWYS0toUm3a+hoIJdQkJnB9oVzKMxMp06zlnQbNlJn2FxRWsLOJQtIO3GUiFq1ueb2MTrhWLvNxv41Kzn12zYCQkLoOvR2WbdLi/tXDqxdicsFHQbcoJOn+LtxOSUc3N2FgKbD0E28Lmd34ebNm+nTR3/PuOuuu/jO0xf2T8T/xt0leSssvV+p5ck4IGqZrlJ+nZGfDD/cpRRtp+8X/oI3fKT8Gqkqg6UPKsXpGftFUf3I+VrNrV9ehT1fIZ8GOSfhzsWKcjqI4u3VkxU7n8zDMGK2dkny/DZYcr9SX5VxUOB2mzoDFKSIDsO80xLuA6Ku6caPVbjLhdHy2Y3KeytMgTvma8nYL69JXo0S7uwTcOcSIejqjv1zhLmzjPsQDJ+lXeZL2QFL7lNwpx8Ahx26qWapCi+I8c49qRrvXLjpUy3u5Q8LoqnBvUBDxj7b/xnfH/8el4T7bOFZpvafSv3w+nLO8jPLeWvXW1RKuE/mn+TDXh/SvY6yDLI/ez/PbHmGgkpxnhzLP4bdaWdMS71o5n8x/Bs2kLvWjMJZWUnGCy9SunkzANYjR7BduEC9aVM1pCbn88/J//Y7ubC56swZ6s2Yjn8j5TwpXrGCzNdek2t8rMdPYPLzJbR3bzmn4uBB0p94Ekee8PG0HjsGNpts6gxgy8oibeJEuUjeeuQIjrw8ar/9lrwU6KyqIuPFl+TidOuRI9hSL1Bv+jQNOcj94gvyvv5Gxl15+jSJ06fLyukAxT/9ROYrr8q4M44fx+TrS2hf5fyuOHyYtCeexJGbK+N2VVUSc7/yvbRlZ5M26Qm5SN565Aj23FwS3n1Hi/vllyn9ZYOcU5WaSr1p0/CJVCQMcr+cSt7MmSrcZ6g3fZrcEQii2SDjlVdwVYgGj8pjxzH7+hLaT5EfqTh8hLQnJuHIUeG2VhIz/kE5x56TI3AfP66Md04uCe+9K2uFuaqqyHz5FUrWr1fhFuOtxp03fTq502eAVBdXefq0wN1MWSIrXrWK+i+8yCMSbvPcIIrfe5ew6xRCXnH0KKEPPcw9kjcmsywUT3iY2IcVwWV7bi6FEx6lzrFj1AH4eQP5x06R8P77Mm6H3c4vM7/g1C7h4Zh17gyFmRkMfe5VjXbV7mWL2PnjQtnPMPfCeW599hXNbM+pndtYN+1TuaYqO/kcZouFpl0VUdjs8+f46eP3KC0Q18Gs5DPYKyvpPnyUnFNeXMTPU94n69xpGVNpQT6DH30Ki4Tb6XDwy1dfcuq3X+Wcgsx0hj33GkHhEfK+9qxYzG+L5yu4U88z5NlX5E5GEMXv66ZNUXCfP4vJbKbZ1dfyX4iBrWsz9c6OOp2s+H9AJ6t3795cjjmn//5yoc0Ki+7SFlE7quDnpwT5ccfyRzy64lxCBPSwqpNm09sKwXJH8lYxG+OOw4thz0w0PDv/LCxTKbDnnoGfn9T6JVoL4YdxYsYKwF4p4VYVgjuqBMHJVnUJrXhEIVhu3Hu/VTr5ALa8qxAsd5z/FTao5CiOLpXMmVW4C5IFOXNH3ln4aaIH7iKBu0rqJrNX6XE7bbBmspgplHE/qhAsd+ybrTW83vqBQrDckbIdNrwmP1yfsp65x+fKBAvgYulFXtimLFleKLnAa7+9JhMsEMbPT215inKbwG1z2nhy85MywQLRWfj+nvc5nmfQlfU/GHnTZ8gEyx0V+/aR/cGH8uOSjZvIVxEVEPpLaU8rS0W29HTSX3hRU0TtLC0VhEoqvnU5HFycOEkmWADY7WR/8CEVko4TQOarr+m6EIuWL9cYXufNnCkTLBn3gQNkvf++/Lh0yxbyZn6lwW1PzyDt6WcU3FlZpD//ghZ3WRlpTz2Fo1gUNLucTtImTpIJlht3zkf/R4W0jACQ+frrui7E4pUrNcbR+d98IxMsd1gPHiL7PRXuX7eRN326FndGBulPKkuhtuxsMp57TiZYIDoz0556Wi4ydzmdpE1SCJaM+5NPKN+3T8H9xpsywZJx//wzBfPmyY/zvpslEywZ96FDZL2jyH+U7dhB7pdTZYIFYM/MJO0JZenZnpND+rOTdbjTn34Ge4H4HrpcLtKeeAK7m2ABOBzkfvoZ5XsUA+bMt94SJF2Ne9VqjZH4vlXLZYLljqxzp9n03Qz5ceqRQxqiAlCan8dPU96Xb7DlRYWs+vwjTdG6rdLK6s8+ory4SMb90ycKwQLxGfy2eB6pR5Tze9N3M2SC5Y5TO7dpzKz3rV4hEyx3ZCefZeO30+XHF44dZsei77W4C/L5ecp7Cu7iIlZ99qEGt72yktVf/B9lhdU0LP3LYmDr2mx7ti/z7+/GlJHtmX9/N7Y92/c/p4/ljv8+yTq7UXvDl8MFR6T2/+J0IT1gFGqSpf77z+ak/qYYGx9ZbNzNWJEvltlAkLlyI0NPlyByIJbSkrf+MaZDNcDtLefCLjFbBnDkR2Pc1kI4I110k7dAmd6hXoy3hLs0R09WjTDVYLxXnTOW3jiUe4gLxaLFe03yGhwGXZglthK2ponx25Oxh5wKY5PU1cnG8gf/a1H0s7EcSJFKRqH4J+MW/8pjx6k8d07krF4jd8epw1leLpOh8t/3ejU/LvpJ4HCUlFC6ZYuXHBWmlca4i39eJd9girzkVJ44QeXp0xLu1WDQzegqL1ekEPbtkwU/vWFylpXJUhU6TD8pOLxhKl69Wr5Zeh3v06exnhQ/UkrWrDXswnRVVFAikbiKAwexXTQ2XHdjcpaXU7LBWFJAO97GmEpWr5G7C729t6qzZ2UyVLxunTFuq5WSX8SPK+vBg9hSjGte5PGurKRk/S+GOerxPr5ts2HO6V3b5e5CbzkF6RfJThbSE6d378BhgNtuq5IlHLLOnqYgw/g8ObF9s5Rv49TO7YY5x7cr571X3Lt/k42tT2wz/p4UZKSTeVb8SDmz+zfsUjeiOhw2m4z7vxIWs4mrG0VzS/s6XN0o+rLrYl3O+O+TLIf+pJLDXlnznOry7FV/nKN+rdqcGmCqUU4NMDlsf5yjzqt2nGrw3tw5ThvoNHs9cqrblwq3zem9xdv9WrU5jj/OqXJW857+h8KbXILLZpPJirccEMtIlyRHes1ltxtqLan3Uy1uu13WmKrueM4aYfoT783h0Mzg/CXc0vuu/ni2S4Jbfv9O59/D7XDUDLetBrj/xLlEDcfbYUD8AZwOJy7J+85p9348u4TF237EazXIcb9/lxOn0xi3U7W90xtup0Mm4zU5nqOa91bda1fi8sZ/n2Q16gO+XpRsm0udFpH19R2BnjkgOvsMc1TPN9N3nQCiU9Fdk+VtP75BSsdjg17ga9wCLGOKqCcsZv4IU3MvmGqSE9tcMa32luMTAI3duHuCN68/9/HCEvS+iUaYvI2lKqdPPX0hIkCD8AY0jGhYbY6f2Y8edXoAogMxxDfEMK9vvb6Gz/+vRWhfY/ug0L59ZQmHEC85vvXq4S/V2oT28zJevr6E9BI1h0GdO+mKqeXj9RPdhT6RkQR26uQlR8ER4uV4oX16Y5I6er1h8q1ThwBJbkG9T034+BDSqzcgZAo8vf7k4/UX21vCwgi6Sm8gDBDSXzlGaF9jTCG9esl1RN7G2yehNgGtWko5fXRdbDJuqVA3qEN7LFHGXVfu920JCTE09lbngPfxDrn2WrmI3tt4+8THE9BaXGtD+3jBbbGI1xAdnxaVXZMGkzSW5qAggq/uZoxJNd6NDcyRAeq364CPhLvRVV72ExklSyE06tRFZ+oMQs29USdxjPjGTQmONB7vxlcJeQtfP3/qe5FOaKzC0aizMaakNu3lzsFGVxm/t+CISGo3aS7h7mqIG5PJ6zGuxOWP/z7JCgiXisA9OgmvfgTqqS6EN30q5AHU0agvdLpLedzvZYj20GOJaqSRFKDjXYrEghrDTSo7h7qdoPtj2hyTRRTZB0oYAsLgpil6ja9uDwuvQBn3FD3uhr2hs9KWTN+XIMZDbyiqIfRXWWN0GANNPLqo/D1wJ3QQHYBGuN2+jP6hcNMnetxdHoT6SlEoN34iZCTU0aCnthmh74uC5Kkjsj70f1V+eHPjm+lVV9sdE+IbwmvdlbqtFtEtuL/N/Zocs8nM812fJzJAYAjyDeKV7q/oOglvb3Y7XWp34f+FiJnwsE6XyrdOHW1r/s03EXqd9vw2BwVR+603ZSLm36QJMY8+ot252Uz888/hEyta6M0BAcS/+YaukzBi+HBCeijnSfzLL2OJ1sqmBHbqRNRYpRkh9uGH8W+uPU98EmoT96xS5B92ww2EephYm9y4JSLm37AhsRMf1+I2mag1ebLsE2j28xPbeHTkhd82jOBrleLh+Jdf0pGDwA4diB43Tn4c89B4nZ6WT+3amuaEsMGDCB2k7RI0BQaS8KYKd4MGxE6cqMf9zDOyT6DJz4/abxrgvvVWQlTNCPEvv6ST8Qhs146ou+9WcD/4IAEttd27PvHx1HpekZwJHTCAsMHaH0mmwECBQSr890tK0sthmEzUeuZpuaPV5OdHwltv6mQ8wm+5hRAVSa314ovyueWOgLZtib5XuZ50GTKcWg211++QqGh636XI3TS56mpdt52Pnz/Xj38cs4Q7PC6ea0ePwzN6jh5HeJwYb4uPDwPGP46PnxZ3ix69NQSqz7gHCfEgY7UaNuGqm4cpuG8ZRnxj7fcyODKKvncrDQuNO3ej5bXaH5M+vn5cP/4xuYA+LDaOXmP0shLX3nGXrsPySvxz8b8j4ZCyQxRS26yCOLUbqc/JTxadgSXp0Kg/9Hxa0bZyh7UY1r8izI9rtYbrXhMkSh1OJ/z6EZxZByG1BSmINtAhObRImC37+sO1TwnhVM9I3Qlb3hMF8R3HCvkJzyg4LzAVp4uZsJ5P6eUSrMWiezDzoDBz7v+aQujUuLd9JCQcQuIl3I3QxeEfYM83QsLh2iehgUFnSuou2PqeKIhvfyd0vNMAd4qEO00Q2p5P63FXlorPJOOAmA3s/xoEacmZy+nkt71T2XNhMzGBMQzu9jSRkfrxXpO8hgUnF+Bn9uO+1vfRJUFPng5mH2TqwalU2Cu4pfEtDG2i100qqSph1blVZJZn0j62PdfWvRaz0S/E/2C4qqooXr+eyhMn8atfn7DBg2TvO3Xkff21JIUQTewTkwhopD9PTuxeS/LyeWCx0HzEfTRorRfNrDh8mJzPPsdZWkr4LTcTefvtupyqzExyPvhQSDh07ULMhAka42cQ9UTZn3xCxaHD+DdsSNxTT+JjMHOT9803QlIgOorYSZMIaKwXaS1et478OXMx+ViIvvdeQnrov5cVR46Q89lnOEtKCbv5ZqJGesH94UdCwqHLVcQ88ogh7pxPP6X8wEH8G9Qn7qmn8PEglQB5335Hybp1QsJh0iQCmjTR5ZT88gv5s+eA2UTUPfcS2lP/vaw4eozcTz/FUVJM2I03EjVKfz2xZWWT/cEHVF28SPBVnYl59FE9bquVnE+mUH7gAP71k4h7+mlj3N/NomTtWiwREcROmqjpiJRxb9hA/qzZAvfddxPaSy8pUHHsuMBdVCQkM+4cbYz7ow+pSr1AUKeOxD76qOw36Q5HZSVHvvuajONHiUhIoP294wkwwL1v9QpO7viVgJAQeowcS2ySXvT57N7d7P15GQCdbhhCo07660l2SjLbF8zGWlpKs+7X0nHQzbqc0sJ8tn7/HYUZQsLhmtvvlGfW3GGvqmL7wrmknTxGRHxtet55NyER+vN7/5qVnNi+lYCQELrfPoZaBvpXZ/ftZu9Py8DlEri9zPD91bicEg7/i/G/QbIOLhRSAGorl+6PwvUqU9m0vTBnqCjidkejfkIuwEc64Uuy4LsbtN180Y1h3M9CDwtETdGCUUohOAgSduePULez8tz6l4WOlDtMFrjlC2h/h/LcoR9g2Xgt7m4TYODbyuP0/TDnVm33ZMM+MGqhIEEgPBO/u1HbzRfVUOB2a2U5bMIk+7TKJ8s/XEhP1FNdPH55Dbb9nxb3zZ9CBxWJOrIEfnxQqr2Sout4IZzqjoyDMHuItimhQS9hbO0rXRjLcsV456i6tCIbCNxurSyHDRaOEd6QMu4wGP2DZsbvs/2fMeOQ0kVkNpl55epXNCRq7fm1TP51MnbVeI9sNpIXuimdiifyT/DAugc0XYhXxV/Fl/2+JMDnv6U0/FfC5XCQNnGSprvMHBRE3WlTCe6inCdTD07lywNfKjkmMy90fYERzUbIz5X88gtpk57Q1N1EjBhB7deVWUjrqVOk3n2PpgsxsHMnEmfOlMmfo7CQlHF3a7r5fBMSSJw9W9ZucjkcpD3xJCVrlfPbFBREvS+/JLibcpPJnTaNnE/U30sTtV58gajRyk29ZONG0iZO0tT7RAy/jdpvKN26ladPk3L3PZouxMCOHUn8aqasvO4oKiLl7rs1noI+tWuTNHsWfvWEIbnL6ST9qac03pOmoCDqffG5RlU9d8ZMcv5P/b00Uev554kao3wvSzZtErhVFjThQ4dqZiErz54lZdw4TRdiYPv2JH79FeZgUb7gKC4m9e57sB49quCOjydp1nf4JSUpuJ9+RuM9aQoMpO7nnxFyjTJTmffVV2R/+JEW9+RnibpLWUEo3bKFi489rsV9yy3UfvcdBfe5ZFLvugt7jtK8EtCuLYlff4MlRMJdUkLqPfdiPXxYwV2rlsAtic26nE5Wf/F/mmJzHz9/bnnyeeq3V5auf1/5I1vmfoM6eo25l843KmLNyQf2suKjt7FXKbhbXNuHQROekHEXZKSx6PXnKc1Xzu/4Rk247cU3ZcX4qopyFr/5ksYLMSQyiuEvv01UQl2B2+VizZcfc0zl4ejj68fNTz5Pgw7KfWfvz8vZPOcrjR9mz9F3a2bO/m5cIVl/Lv77P8+tRUJ2wNMrb8dncPF35fGKx7UEC4TpsdqkeOPrHnIJCNmHDa8rj/fP1hIsN4YVquXBtL1aggVC/+rnJxSfQGuxMe6dX4hZIhn3Y3qPv3ObxAyZjPtNvVxC/jlBmGTcc7UEC6DSA3f6fi3BknE/pfIlLBVj6VlIvmuamE10x8rH9V2fyVuEbIY7Nr2lJVggZCV+US1zHpinJVgAlcVCIkKKE/knNAQLhDjpWzvfolD6zMtt5by24zUNwQJYcHIBezKVVvE3fntDQ7AA9mTuYcGJBfy/EEUrV+ra953l5WS8+JJcHH+28KyGYIEY73d2v0Nuhbh5uzW5PAubCxctonSb0nGV+drrWpkHoOL3vWLGRorcqVN1cgm29HSy31NIffGqVRqCBaJrMOPFF+Xi4cpz57QEC8DlIuudd7FJEgLOqiqBW0WwQBg5l/6qtNlnvv6GVuYB0ZmYP0u5nuROm64zbbZnZJD1rgr36tU6c29XeTnpL7wg4646f56cjz/W437vPWxZWeKhG7eHx1/Rjz9qOjgz33hTK/OAkMPI+/Y7+XHejBkaggVCniHrnXflxyXr1unMvV0VFQKDVKRelZpK9kee1xMXWe9/gE3qPHXZbEIOxBP38uWUbtokP856800NwQIhh5H/jXI9yZv5lYZgAdizssh8W/nRembPTl03n72qkrXTP5VNpIuyM9n6/Xd4xta531KcI50nDgdrp03RECyA479u4sye3+THG7+boSFYAJlnT7NnhWJ8v2fFEp3ZdGlBvkZ64szvOzUEC0S349rpn8pF8cU52WyZ87XOcPzXebMozMrUvZ8r8c/Ef59knd0kVMeN4rjUilxwXiz/VZcDcOJnLzk//XFO9lFBbKrLsZULYgeCcFR5MfQ8IWEqvCDEQA1zaoBJ/by3nJzjQtcL4ISxXAL2CkV6InkLVHkxG3WPU3G6IGzV5dQU90kvmHJPyTpoG1M3GqZUOav4NU3cGPdk7qHEZox7Q6p4b7kVuRzKNR7vjReMj/G/FqVeWvxtqalUnqx+vO1OO1svCsmM8j2/ezURLtkg2vHtBQVU7N1rnPPLL6q/jTGVbNokExFvObaLF7FKulDe5Auw22X9sIq9e3EUGGsKuWUEHMXFGg0no5zqjle6ebMsheBtvO3pGViPHpP2s1F345RxS0SkfP8BHPlGUjbKWDpKSynfubPaHPG3F9xbt8rk01uOPTMT6xGhl1ey0Qtuh0O8hiB4nmRVxiGNpbO8nLLffqs2B7yPd9m27TglEqcmQOoozc8j44yQQji7dzcuAykbl8vJmd/F+GWcPklZgfF4n9ktjmGrquT8wX3GOXt2Gv6tjvOH9mOTNN3O7tllmFNWkE/G6RMS7l1ecZ/93fgYV+Lyx3+fZHkzK1a/VpOc6vJ8apDzZ49XoxwvBtKe23vbl3r7ao/ne2ly3OPkzfhanVPdvjS4qxsD8ZpvNcdzv1Zdjp9Z4LCYLJi8OGdVt/3/UngWqmtek+pIajLe1e5Hes3k46OviTTA4W1fJh8fuci3uuO5642qx1STHAm3xQIWS7U51eK2WOT3Xf14/4mxrEmO2ewdt6pG6G/j/jOYapDDJcDtXr4z+3g/nruA3P3/X85xvzeTGbOntZsUZtX2Zi/7MpstcvND9Zh8Nf9Xl3Ml/vn475OsRn2FibMuTNBGMg8NS4CkawxygLZKDQlthhvnqJ/3lpN4NYSL9XNaDwOjQunASKUzsWFvvamzG3drCXdoPNT3YoegwaQ3j61xTr2uECl5ibUeaow7IELpTGzQC4Lj9Dlq3CGx4v1dEtxexrtOZ1kyY2D9gYaF6aG+ofSsK/zGrqp9FbGBsbocQDaXjgyIpHuCvngbYHADL3IT/2MRdqPeYBbAv2UL/BuK8R5QfwA+Jv1FP8gniN71eou/O3fCp7axQnO4dAxLaKgs+aDLuUnB4Q1T2A2D5Ztn2I3Gsin+zZrJtjphAweCwc3KFBQkSxIEduig83JUcIhjmIODCenT2zjnppuU9+AFU9jgwfLN0+t4N2ki29OEDhgABgTCFBgoSy8Etm+Hb926hvtyj7c5KMirrIQaqzdMoYMGytIT3sbbr1EjuTMx7PrrDYmPKSCAUMlWJ6BtW3wT9SbSoJwD5oAAjam4OtRYvY136PXXy2SsRQ/j8y0yoS61GoomiSZdustESR0WX1+aSLY6tRo1IbJ2HV0OQPNregPg4+tLk67G15MWqg7HFl68BZt0uVoukG/uBXdEfG25M7Fxl6vx8dX/cLX4+HjFcSVEvPPOO1x11VWEhoYSFxfHkCFDOHny5B9vWIP475Ms3wAY/p1W5sDiB4M/gFjFQ4tbvhBF7HKYhAyC+ibe+zlBItRR/1phEu2O1sMkGQLVjEdUQxiiqlGJaQKDPwSLqr03IFzg9JU6uXz8YcQsrcyBxQ8GvQ+1VO3Tt3zhISthgk7jtN2TvSeLYnh1JPWAfi+pcA8VMgtq3JENYMhU5XF0IyGHocP9LfhJWmQ+fhJuFbE1+8LAd4Shtjtu/kwvK9FxLLRXdQ31fEbRDXNHYnetZEbLW6DrQx6468OtiuVEvbB6vHL1K/KMFAiC9UGvDwiSNNR8zb582OtDIv2V8fYx+/B056dpEa202b/a/VUahWs76YY0HsKtTW7l/4UI7duXqHvu0cww+SYkUOeDD+THtUNq89o1r+GvOk+CfYP5oNcHhEoaaiaLhbof/59WnsHHh7inntSYNse/+opOViL8lpuJGKH8+Il+4H5ZD8odge3aUUtl9RPauzfR99+nwe2TUJs6Hyq4fePjSXjnbUyqjjRzcDB1PvxA9m40WSzU+eRjrTyDjw+xTzxBUAdF8yj+pZdl3TB3hN14I5F3KN/LqHvvJcRDmyugbVvinlWsfkKuvZboBx7Q4q5dm4QPFasj31pxJLzzjhZ3UBB1Pnhf1vQymc3U+fhjrTyDxULsxMcJUmmRxb/8kk5WImzwYCJVXYjRd4/TyXgEtGlDrecUCYeQa64h+qHxWty1alHnIwW3T2ys8ERUda+agoJIeP892QNR4P4/rTyDxULMo49otMjiX3wB/5Za3KGDBmoK/6Puuksn4xHQqhW1XnhefpzYuh3dht0hk1wQReY3Pv6MTNiDwiMYNOFJfFSyEr7+AQx+5EnZA9FkMnHD489o5BlMZjNX33YHia2V87vvuAdk8uaOpl2voePgW+THHQbdTFMPb8G4Bo3oM06RnqjXsg3dh4/W4A6OjOLGx59VcIeFM+jRJ/H1V84TH39/Bj3yJMERHnI6//ZwOiD5V+F+kvyreHwZY8uWLUyYMIGdO3eyfv16bDYb119/PWVlZX973/8b3YUgZAm2fyokHNqPEjIOnlO1mUeEP6FbwqHHRK3xM0BJJmx8S9RCxbeGPi9CmMcv8spS2P6J8N0LiRckrHYbbY7TIYrk930viGD3x6Cph04ViH1s+0TgbncHdB6nx511TBS3l6RDw75w7SSt8TOIzshNb4muvlqthAZVmMcv8qoy2DZFkp6Ihz7PQ20PsVOnU5hE758riGC3CdB8kAHuDWIMqsoF7k7j9PIM2ccF7uI0aNAbej6px12aLcbbLeHQ90Wls1DGXS4aCU6vhZBaggwntNfCdjlZdmYZP57+EV+zL2NajqFvov5X+2/pv/HNkW8ot5VzQ8MbGNFshE4760zhGT7f/zmZZZl0je/K/W3vJ8RPe57kVuSy+NRiThWcon5YfUY0G0F88P+OFk3VxYuU79qNJTqKkB495BkMdRRVFvFr2q/4mHy4tu61BBuI6zorKynduhVnaRnB3bvLelTqSC5MZtOyT6lKTyOqQxcG9nuAMD/tdcGen0/O559jPXQYvwYNiJv4OL51tOeJ02ol79vvKN24AUtUFDEPP0xQu3aaHJfLRdGKFRQuWAhmM1F3jSXsev33smz3bnKnTcdZWkLY4BuIGnWHToOqMjmZnE+mCOmJzp2JefghjdE2iLqznM8+x3rwIH6S3pW7I1I9RvnfzaLkl/VYIiOJeXgCQe31uItXrqRgwQIwmYkac6eYmfOI8j17yJk2HWdJMWEDBxF152g97vPnBe4LFwi6qjMxDz2kE461FxSQ+/kXVBw4gF+D+sROnGSMe5bwObRERAjcHdrrMBX99JPwRjSZiRw9ivDB+lnh8r17yZ06DUdxEWEDBxJ55506WYnKlBSBOzWVwE4diX34YZ1wrL2ggNwvp1Kxbx9+9ZOInTQJP48ZPmdVFekL5pO8fSsBwaG0GHsXIe31oqEndmzhwBpRH9p+4A00766fTbp44ig7f1woJBy6XUOHQTfj4zELVpCZwfaFcyjMSKd2sxZ0Hz6KwBDtdbCitISdi+eTduIY4fG16TFyLJHx2vuO3WZj/5oVnPptO/7BwXQbOpK6LVrpMOWtWcPJlctw4aLZjbcQM+jSzsJf9u7CYytgzbOittcdYQkw8D1oqZfIuByRk5NDXFwcW7ZsoWfPnn9rX/8bJGvrB+Jmro4WN8GIOYow28nVQgpA3RUX1wruWa3oYOWcgm8HQrmqGyQwCu5eDXGSGKK1GL4dBFkqM2Szr5jdcSuVu1zww11wTDEBBQQZ66X8iuXXj7SdiyDU3kfMUX4hnloLC+/UWtDEthC43bNguWfgmwFaL8TASBi3SpkVqywRuDNVDQBmHzG71kJZ4uCHu+Hoj1pMvSZDH+VXLNs+0XYAAjQdBCPnKbhP/wIL7tDijmkG96xRhE3zzsI3A7VeiAERQsLBPStWWSJkHjIOanEP+xpaDZGfembrMzoPwgfaPsCjHZQuxFlHZ/Hh7x9qcnrW7cmnfT7FIhHbHWk7eHTjoxqrnQbhDZg9cDYR0mzpheILjF0zVu6kAwj1C+XbAd/SLEo7u3Elqo9dGbuYsGGCxtw7KSyJ2YNmExUgzpOqi2mkjBqlMRE2h4SQ+N13BLYWNxlnRQUp48ZhPahqXDCbSXjvXcJVS3jpL7xA0RLt+R11993UUs0u5X//PVlvaK8nwd27U2/GdJlslu3azYUHH9SYTfsmJlJ/3vf4SLNgtvR0zt8xCrvUAQhi5izxu28JbCN+lDmtVlLvvoeK/apGEbOZ2m+/RcSQIfJTGS+9ROEPi7W47xqrmV0qmD+fzNff0BSbB3XrRuLMGfKyXfmePaQ+8KDGtNm3bl3qz58nzybZMjI4P2q0xnvSHBxM4jdfEyiRVmdlJan33KttXDCbqf3mm0QMVWZ9M155lcKFCzW4I8eMIV41u1SwcBGZr76qxd2lC4lfzZQJYvnevaTed78Wd506JM2bJxN3W1YW5++4A3u6CndQEPW+/kqehXRWVZF6zz1U/K7CbTJR+43XibhNKV/45eupHFynbcxpP+AG+t3zkPz48MZ1rJvxmQZ33RatGfbCGzLRSj91nMVvvqQxbQ6LjWPk6+8TGiXOk9L8POa//AzFOcp54usfwLDnX6dOc3H9dthtLH7rJS4eU913TCauu38CbfspZDvzzbcomKuYZgNEjLyd2q++yqWKy0qyjq2ARWPR27JJ9/ERs/8RonXmzBmaNGnC4cOHad3ai1tMDeO/v1xYkgmb39U/f3yl0snndMLqZ/WyA9lHYbeq9X/j61qCBUKGYKOij8OemVqCBWK/qycrPmznNukJFgjR0WLpAlCaDZve0eec+EnMboH48q5+Vu/xl3Mcdqlxv6E3m64o8MD9tZZggZCPWPOcMhV7boueYIEgsUWSGWpZrpgx84xTqxWJCJdL/BLxxJ17Ukg9uGPTW3qzaWuhlnju/U5LsNS4HaJDa0/mHkOT568Of0V6qfg1VGgt5NN9n+pytl7cyuaLm+XH7+55V+dlmFyUzJzjiqTAFwe/0BAsEAKmH+/zaLO/En8Y7+15T0OwAFKKU/ju6Hfy49wvvtAQLABnaSnZqiW1wh9/1BIsAKeTrHfelTviKg4e1BEsgPzvvqPq/HlAdODpZAeAsh07KFZJRGS9+66GYIHowMz7WtFWyvnySw3BAmEunf2+soRZtGyZlmBJuLPfe1/2HKw4fERHsADyZ82WTbsdpWVkf/ChrpuvfOdOitesUXC/866GqIDowMz76iv5ce7UaTpzb2dZGVlq3MuX6ztDnU6y33tP7uSzHjumI1gABXPmUHnmjDIeH3ygx717N0WrlM7irHff0+NOSyNv5kwF97RpGoIFkoitCnfxypVaggWyrIRT2n9OSrKOYAEcWPszOannxbErrYZyCRePH+GESiJi8+yvNAQLhNTC7mU/yI93LftBQ7A0+5fixPatWoIl4d4691u5A9F66pSOYAEULlgod9j+q8PpEPcNQ99b6bk1ky/70qHT6WTixIlcc801f5tgwf8CyTq/Ta815Y6zks5KQTIUpnjJ2az8fc7Y6VzeD8C5zcY5RamQf7b6HKcdzktaOynb9aRPPoYb93mBvbqc6o5XI9wXIPd09TkuBySL1nxStns3dnYfr+iC0Bf7q5hq8t5K0mVtsN/SjduynS4nuzJE6/Pe7L1ejaDd22eWZZJcZDzeO9N3Gv7tLedK/HHkVeRxuuC04WvqsfTWvl++a5esyeQtx5Gfj1XS2PKWg8slv1ax/wCucmNJmLIdQgfOXlBApZebljsHoHyHF9x79sj6YWVechwFBVQeO1Y9btX21kMHcXrDvV1gchQVYZX2WR1ub8er2LtXJlBex7uoSNbYqh63OF7F4cM4S42lbNw5jtJSnf6VEW5v412xf79MoLyNt7O4WJaeSDl8wCvulEOCEGeePU1luXG9jnt7m9VKxmnj4umUQ8oxUr0cL+PMSaoqyqvFVFleJktPlNdgvP/VkbJDu0SoC5coPUm5vO9lwoQJHDlyhAULLo024n+fZHn64xm9FhBu3DUHWusZTxsadwRFqXK8HM9kVpYda4KpxriNW4A1hefe9qV+3uvxTMr7/ru41f6Gnt6GnjnV7aumuKXlu3B/YyNi9Wvhft5zIvzFfoJ9gw275gDC/JVpcW/Hqw7HldBHoE+gVzkI9Xh7M5o2h4bKPnnectSv1SgnorqcCHHcwECd154RVrOXfZlDQuQux+owmf8EbnMNckwBAdXgjtDl6/AEB8vLpZdsvKvNEZjMfn6a4nlNjqomy+t4BwXJy6U1Ge8Aj3opdbhfq0mO2cdHU4SuzQnR5XuGj78/FqlbUJ3vbV/VngNeTM//VVGa9cc5fybvL8QjjzzCTz/9xKZNm6jrpVv3z8Z/n2Q17A0RSfrnLf5KB15wDDTzUvzXaZzyd8e7jHM6jjX+Wx1NB0KIVNTb9nYwsmAJT1S6AOv3FN191eEOioIWxu3UGhyd/g7uAYplUNsR4GNwMQurC42lLqmkHsI0W4fbT8EdGAktvKybazDVAHeHMcY5jfvLBfI3NLyBQAPccUFxXFtHdO10qtWJ+mH1dTk+Zh9ubiSwhvqFcn19g+YEYFgTxZbCyO/QM+dK/HEE+QbJ8hmecVsTpT4mYrixjIe6hiZi2G06Y1wQtT1uK5iwQYNk6xh1WKKjZTPiwDZtdGbUAPj4yLVG5oAArxIGaqyR3nAPGyZ3hEXcNswQd2DnTvg3aCDhHiiImSfuyEhC+0sSDq1a6brvRJKF8GHifDX7+xN+s/H3MmL4H493+NChMqmNGHabocZZYIcO+Es+l6EDBmAO1RMIS0SEIuHQogUBRksyFgsREm6Tnx/ht3jBrToHvI13+JAhMjkMHzbUGHe7drLvYtOu3QkI1o93QHAITSUphNjE+tRurK+/NJnMtO4tOjMtPj606t1PlwPQpu8A5e9+AwxzWvXsJ+tjte59HSaDiYL4Rk2Ik/wLw667zpBEmsPChAzIvz1Cal3avD8RLpeLRx55hKVLl7Jx40YaNDC4N//F+O+TLLNF+OHFqWQPQuLh9jmKbhUISQG1XIBfKFz/FjS5TnmuxyQh6+CehTH7CBLWQ+Uk37g/DHhHbO+ORn2F1II7whLg9rkQquoOiW0BoxcpHXhms/AfjFN1h4TEiwL6CJVuzE1ToLEKo18IXPcGNFN1FnV/TMhKuGcFzD6CqPRUWtxp1Ed0Z6hmCGjYG25RSU+ExsPIuRCq6kqMbS7hVgkDjloozLNl3LVEAX1kfeW5Gz9WtLXcuPu/qjQHAFz9CHR5QMFtsgiPxF7PqjD2gkEfaHE36AW3KrVdMYExfNLnE2oFKV++BuEN+LLfl/ha3MKAJj7r+xnNo5QbaHRANB/2/JDEMGW8X+z2Ir3qKl1EgT6BPN7xcfonKS3tY1qOYXSL0XJXosVk4ZZGt/BQe6Uo9krULJ7v+jx96/WVRWADfQKZ0H4CAxso53fk6FFEjRunaC5ZLITfcjOxEx+Xc4I6diD+tVcxqwpxAzt3IkEl4WCJiKDu1C/xSVC+l35JSdSbNk1jNFz38880N35LVBR13n8Pf5XZdPzzzwui4BZDDQggZsIEjb5XxMiRRN1zj9LdZzYTdtNNxD4xScHYrh2133hdMwsR2KkTdVR1YZawMOpN/VKj3+WblEi96dM05t51P/2MAJU8hiUykoT33tOYNtd6brKQOVDjfvghwm9RJAUiRgwn+r57tbhvuIG4J5XrYGCb1tR+803NTT2wY0fqfKzCHRpKvWlTNV2gvokSbsnfUeCeQkA7Fe6ICBLeeZsAFdmt9eyzhA4cqOD29yd6/IOaIvuI224j+v77ldk6s5mwwYOIe0a5Dga2akXtt97S4m7fnjqfKPWUfoFBDHn2FcLjlOtJeK14bp38Cn6BCu4bJ02mdhOFaAWEhjHgocc1kg09R99Ns6uvlQmSj68fXYYMp01f5drYund/ut56u6xxZTKZaXr1tfQac4+cE1e/IQMnTCIgVDm/azduxk1PKI0P5uBg6k2fhq/kiwmiqaHetKlYqpkJ+9dEUnepI95YEBpMEFZH5F3imDBhAnPnzmXevHmEhoaSmZlJZmYmFR51gH8lvMvI/pcipil0fRD2fCMsYFoN04uPBkUJE2N7JZRkQIOemu40QBC2TuOgNAeyjgophE5366UJWt4iao7ObRYEo+t47TIYCHHSTnfDkcViVqvzPaK7zhN3t/GiKN1WDi1vhfo9tDmBkWL/NiuUpEm4PTSbNLgPC0LX+R4D3DeL+qtzmxTcwR4O9Rrc/mK/sR6/kKMbi233fAW2Mgm3h2hqYIT4TGxWKL4oXm/tMdNjNovZrJJsyDokCF3ne/Uq7y1uEjY6ZzeK2cKu48XspCo6xHVgRLMRrDq3Cl+zL7c1vY3GEVp9mqSwJEY1H8WCEwuosFdwXf3r6FK7iyYn1C+UUS1GYbVbySjLoFOtTrrZFrPJzNAmQ8ktz+V4/nEahjfk9ma3/z+jCn8pI9g3mCl9p3Cx5CJZ5Vk0iWyik28wmUyUjr+NH9rlUnTqKIGJ9bmtxygSPFr8Q/v2pfLMWUq3bsEnMoqoMWPxjdNKRgS2a0fkqFEULV+OyWwhfNgwAlpoZ6786tYlauwY8ufMxVlaSkj/fgRfo72emIODiRw9GkdZGba0NAI7dtTNtphMJiKGDcWWlYX1yBH86tcn8o47MHss2YX06YP19GlKt2zBJyKSqDFjdFIXAe3aETFqFEXLl2EymSXc2u+lX906RI25U+AuLiakf39CenjgDgqScJdiu5hGYIcOGoLlxh0+dChVmZlYDx/BLymJyNGjNEQUIKR3LypPnaR08xYsEeFEjbkT33itjElAmzZEjB5N8dKlYDIRPvRWWazUHb4JCUSNGUs+s3EWFRPSty/B12qvJ+bAQKJGj8JZWkrVhQsEtm+nww0QfuutVGVmCKmPevWIHD3aC+5TlG7ahDk8jMgxd+LrIZyb0KARQzr2IHWNaKhJ7HAN0fW1M/hhMbF0HHQz+1wrqCgroXGnrhqzZhBdgu0H3EBleTkFWenUbtyMVr30s1ste/alODeb9NMniIirTYfrb9AtNTZt3Z7I5h1J+207/iEhJF7dl7AYj/OkVSsiR4+i6Mel4HIRduutBF6C4u1/JMwWMRGwaCyCaKkL4CXiNfBdvcTRJYipU4VeZO/evTXPf/vtt4wbN+5v7ft/Q8JhxWNao2cQiuD3rFFu2L9/Az9N0uaExMMDmxUdrNRdMOsmUHc7Wfxh7HJIulo8LsmEGb0FUVPHDR9JIqWIrrdvB8HF3dqcDmPgls+Vxz9NErjUkdAR7lmr2M/snQUrH9PmhNSC+zcpelIX9sCsG8Gu6mKx+MGYZVBfusiWZEm4PQoLB30AXSXRO6cDvh0MFzwKuNuP1oqt/vyU6LJUR+32cO86QcxA6Gwtn6DNCY4VuCOkX1oX9wp5Brvq14LFD+5cIsgkCOI4o7cgauoY+J4gqIDD6eCetfewL1vrE3ZTw5t4+1rFHPbd3e/y/fHvNTktolowZ/AcWVhzxdkVvLjtRVyqL3hUQBTzb5hPQoiYSTiae5S7195NhQq3j9mHqf2n0q12N67EpY0T+ScYu3qsdrxNPnze73OuqSPOb0dhIcm3Dcd2UXuexD75BDH33w+IJYEL996rK34OHTCAulM+kR9nf/gheV99rcnxb9KE+osWyjNHxatWkfbkU5ruMkt4OPUXLZSXJ60nT5JyxyhtQbqPD/W++FxWuncUFZE8fAS21FQt7okTiRn/oPw49d77KNu+XYv7uuuo+5nSMZv9fx+TN0NrlO7XuBENFi6Ul0mL16wl7YknlE5oRC1P/QXz5eVJ66lTArdaiNFioe7nnxEqicI6Sko4f9twqlK0DUUxjz1K7MMPK7gfeICyrb9qckL69aPeF8p1MHvKFPKmTtPk+DVsSP1Fi7CESLjXrSNt4iQt7tBQ6i9cIDsRVJ45w/mRd2gL6S0W6n46RVbGd5SWCtxSN6mM+5FHiH1EuV5deHC8xlgbIKR3b+pNU8Sbd/zwPb8tnq/Jiaxdh9Fvf4y/NFN3Zs9OVnz0tsZT0C8wiFFvfkh0XTGDnpd2gfkvPqUppDeZzNz0xGSadOku4S7j/IgRVEndpDLuhx8i9jHl/nDh4QmUbtR6iwb36kni9Olcqvj/RyerjiBY/5BO1qWM//5yYd5Z2Ddb/3za74r5s71KiJB6Rmkm7FSRh81vawkWiMdqyYJd0/QEC4Qcg13qXjv5s55ggSAebjPmgvNCnsAz0vfB8RXSsW3GcgmlWR6439ESLBAdgOr3vHuGnmC5t7VJ255crSdYAAe+l82YKUiB37/W52QcgKPLpGPb9bplAGU58JtqWXXLu1qCZYR7z0w9wZJxi223XtyqI1gAK8+t5EyBGO/MskwWnNB3ixzPP86aZNHi7nA6+HTfpxqCBZBvzWfWUYXETzs4TXPDB2GO/Pn+z7kSlz6mH5yuH2+XnU/3KwSjYOEiHcECyJs2HUepuHmV7dhh2F1WsnYtFUdER5w9N5e8WfrrSeXp0xQtF99Ll8tF9idTdO37jqIinRSCruPPbhfbSlH4ww86ggWQN2MGDokslO3cqSNYACXr11NxSMhW2PPzyf/2W11O1ZmzFC5fLuPO+fhjDVEBcBYVkTdTwZ03bbqWYAE4HOR8/IkK92IdwQLIm/kVjuJigXv3bh3BAmGKXS7JVtgLCsj/+htdTtW5cxQtXSo/zvlkih53SQl50xVSmTt9hr5T0eEg5xMFd9GSJTqCBZD31VeyoXn53r06ggXC2Ltckq2oKC1hz/IlupyCjDSObFovP962YLbOtLmqopxdKgmH3ct+0HUqulxOti1QZGOKli7VESyAvK+/wS4Zmpfv268jWABlW7ZSttvgfvRvjZY3w8QjcNdPQg/xrp9g4uH/JMGC/wWSlbYPY10NIE3SQylMFTf46nJAzKz8Yc7vxjnluYI4AVzc4wWsS9lX2l4wcEzXHKPogvdOCjUOb5jS1DleMFXkKzIRXnGj4E7f7x23+3jFF42JaE0xXaxBjrVQEGzgcK5xe7f6taO5R3G4jPVV3DnZ5dlklRuPt/oYh3IP/WHOlbh04W28j+Udwy7Jt7jJhmc4y8qoOiuIdsXBg4Y5YnvxmvXYMbAZS6u4j+EoKDAkRuIYh1T5xserPH5co91liLu8nMrTQt6i4kA1uKXjWY8dl2UhPMOtH+YsKjIkRp5YvWGqPHUKp6TJ5C3HVVGh4K5mvK3SWFaeOCGPhR6TNN4lJYYEQ51TLe7TZ2Sy6xW31YpV8qqryXjnpiRjtxnjzjgj9lNVUU7eRePzJPOMIu3gTeYhP+0ClX+Eu7KSSjduL+cbKOP9nwmzBRpcK/xtG1x7WZYI/6n40yTryy+/pH///owYMYINGzZoXsvNzaWhNHX7j4W6uN3ba8ExWj8+b9t72rkY5ng5nsVPGCMDhNczzlFvX5OcoBjjLsWaYgpTvR9vxzP7Kt0aNRnLmuQExRh3KXpu721f6s/BW47ZR+6KrM7Oxv1aTXLC/cMNuxQ9t/e2r9rBxobIV+LvhbfxjguMk5sPPGuB5DCb8aklzm/f2sbGz2L72lKO98/Q/ZolJMSw289ze994431ZYmPkonJvJtqYTPJ78k2oBpP0WnU57kJ/c3CwpjFAi1tVVO8FkyU6Wi4q9zpOJhM+teJ1+9Rhkrb38fa5qY5hDgz0Kr2gGW9vuCMjZd/Hase79h+Ppfu1kOgYrzlhMeI+4OPvrylUV0eoavvQGGPj+oCQUHwD/mC8Uc59b+cbVPO+r8Rljz9Fsj799FOefvppmjdvjr+/P4MHD+addxTVcofDQYqXX0qXLZKuFvVAnhEYKaQUQBRht79Dn2OyiO42d3Tz0h3Wdbzyd5f7jTWg2t6uaDq1HaHVsXJHfFulRqpeF1F/5RkBEcILECAgTGuo/Gdxq5/vcp933O6i/TbDIShan1OrjVLYXrcz1L1KnxMQDu0kk1n/EOhoIL1gMksm1W58D+tzQDKElkLdNamONsPl4vfBDQbLFizqaBzRWK6RahXTig5xen+yUN9QhjQeAghJASMZBrPJzB3NlfPnzhZ36nIARrcw+KyuxN+OMS2MZTxGt1TGO/KOkTqPPoDQ66+Xb0JhAwfg41EID6LDMKSXqAH0b9KE4O5X63LMQUFCbgEhKaA2gpbDZCJyjII1aqyxbErUnUpO5EgvuPv3l2+soddfb0hGfJMS5dou/4YNdcX5IAyZIyWZA5OvL5F3GFwHgaixKkx3ecM9WpGeuH2EoeZWSN++ssdh6HX9DW/uvvXqybVd/g0aENzzWl2OKTCQiBFCksHk40Pk6FG6HIBIFe4oL7gjRyvGypEjRmiMtmXcvXvjJ3XlhfTrp+nklHHXqUOoJPURGZ9Aw47666CPn79sc2M2W+gwwFiCp8MgpWi/4yDjZbD2A27ELM3gRIwYbqgVFtyrJ3716wMQ2rcPvgbaTj4JtWXJjCvxz8efIlnTp09n5syZfP7558yZM4dNmzbx8ccf8/LLL18ufDWLUYuE559buLNuF1Gsru74G/S+ICa+UgtuVCMhl1BX1Q3SaRxc/6Yo0Abx/3VvwFX3Kjl1Ogn/pGipc803CK66HwarPPECI8Xx60lF0CYzNLsBRivr8AL3QtE5J+O+CsYu03b8DXxHkDy3+W5UIxj+LSR2VXI6jhGyEsHSDSQoBvq/JgihOxI6CFmJ6CbisU+g6OS7QY07AsauEB2GMu7BArday2fkfKGD5cZdpzOMWarM5IGQx+j6kAp3Q7jtW6WBAISR98D3lJm0oGjo94pc0A5A7XYCd0xTFe57hESEFCF+Icy8fiYd4wRpNZvM9Krbi2n9p8k3BYApfaZwfdL1suBom5g2TL9uOjGByq/KJzo/wZiWYwjyEedJ3ZC6vHfte1wVr1xQb2p0E5O7TJa3i/CP4LEOjzGmpRdNryvxt2Jgg4G81O0l4gLF+R3uH87D7R/m7lZ3yzn+jRtT98sv8W8ivpcmPz/Chw0l4S2lNtAcGEjid98S1FX67phMBPe8lsRvvpb1nwDqfPwxYTfcAJJkREDLltT7aqZmNiH28ceJvu9eeUbLt04dEt57V9PNFzZwAPGvvirPpJnDw4mZMIHoB5TvpX/DhtSbNhX/Jk0U3EOHkvCu8uPVHBBA4jffENTNfT0xEdyjB4lff6Mx7q7z8f8RdtNNMm7/li1InDFdI6EQ+9ijRN9/v4I7IYHa775DiKqbL+y664h/43WZ2JnDwoh5+GGiH1R+IPk3aEC96dPwb9ZMwX3rrSS8956C29+fpG+/IehqFe5rrhHjrTJRrvPRR4TdrMLdogX1pk/TGDvHTJhA9IMPyrpbPgm1qf3224SqusFC+/al9ltvysTOHBZG9EPjiXlY+dHmluyQcfv6En7LLSR88L6C28+PxG+/EWTbZBK4u3cn8dtvNIR48KNP0/LaPrKWVWxSA4ZOfoUI1YzS1cNG0m3o7fhLjQeh0bFcP/4xGndWrt+NOnVhwEMTCY0W10//oGC63jqCq29TiLxfvXpivKWOUpOvL2E330QdlbWUyY37mmtk3EFXdyPpm290ZttX4p+LPyXhkJycTPfuikZF9+7d2bhxI/3798dmszFx4sRLja9m4R8qbuJB0aKQOqqhIBrqsPgJghJSS9Q5RdbXLqe5I6qhWFqrLBUinFEGy59hCRBRX3Q/hMSJHB+PX3XBMeL57KNiyS+6oVbrScbdSIs72GPq2MdfPB9aS3Q2RiQZL6FFNZBwl4jXveGOaiCsCULiILqRfjkyKFpsm3VUOXaAAe7oRuI9VpVLuD1mCHz8RE5ovKjP+iPc1uLqxzuyARRdFOMT1VCHu6lPOLMqQyjMLMFi8SU0Lgx8tMKTkZZAPrKHUZZrpdJWTlRIEPhqlyF8zb4khSYRGxRLdlk2dUPqUjtE/2u8Xmg9EoITKK0qJT4oXqO15Y6T+Sf5fP/n7MnaQ6R/JCOajeCuVndh9uY+cCW8xohmIxjWZBj51nwi/CNk/TN1ZLSK47NJDThxJouA0Ahubt2AuwO154klIgK/xERRe2Wx4JeYpFtCMwcG4peUhCUyEmdpKb5JibLpsztMPj74JiVhiYvF5XDgU7eu8exHvbr41KmDvbgYn/h4/OonaYg/gE9cHL5JiVSlpWEJD8cvKUk322KJVOE2mwW+MK3QpzkwEL/ERCxRUThLSvBLTJJNn2XcFgt+SYn41KpFlYTbr47+OuhXty4+dRKwFxUpuD1EPH1iY/FLrEfVhQtYwsLwS0rE7DHeZun9WI8eA5MJv6RELJ7jHRAg3k90FM7iEvwSE41xJybiExdHld2Ob0IdDXmUx7tOHXwTErAXFuITFyfG0hN3XCx+SUlUXbiAOSwU36REncyDJTwc36QkzEeFDZFvUqJuydLPz4/O5kDqZxRjKy0lqlYjYgO1n4nJbKaVXyhxuRWUZWQR4RNBbKB+6bNBYBghxXYKz2URHB9PrF+oPIulHe9EqlJSMIeF4peUpNFJA+TPoeLIEXC5RE41SvBX4vLHn5JwSExM5Pvvv+daDw2TY8eO0bdvXwYMGMDcuXNxOKo3cLzkLaDfD4fT67TPRdaHh34DP2nmatPbwqBZHb7BQsIhVpolOfEzLBiNTp/j9jlixglEd+CMXlDl0cVy7VPQ7yXxt60Cvrxa7zvYuL+QJ3DHvJHCWFkdEYkCt79U87H5PdH1qMEdJKQQ4iR9n5NrYP5IdA0Aw2cpWmB5Z2F6L6gq0eb0eAL6v6LgnnqN4sHojoZ9xAybOxaMFkbW6ghPhId3CAIGwlTas8PQJxDu3wi1JJ2c0+vFZ+eJ+7ZvFE2t/HMCd2WxNueax+E6yUjaXilw53n44DXoCXetVB4vHKN0brojrK7ALVkifXX4K6bsm6JJCbAEMHfwXJpFiV+/29O28/CGh3F6NAC83/N9WVPrYslFRqwcQYlNO953tbyLp656iitxaSOzLJNhK4ZRXKU9T0Y1H8VzXYVgo8tuJ3noMCpPndLkBHboQP358+THac88Q/GKlZocn9hYGqxYjk+kKAnInzWLrHe0xvQmX1+S5s0jsI3QJSrbtZvUe+4Bj+th7bfektXMbVlZJN8yBEdhoSYnctQdxEsrBC6HQ+A+qS2QDmzXjqQF82XSlv7sZIqWa43pLbExNFyxQsE9Zy5Zb2k7lk2+viR9P5dASci0/PffSRl3N9i1nrDxb7wuq6rbsrJJHjIEh9TZ5o6I22+n9muvKrhvG67zeQxo25b6CxcouJ9/gaIftcbdluhoGq5Yjk+0mNXPnzePrNff0OTg60v9ObMJbN9e4N63j5Sxd+lxv/oqkSNF6Yg9J4dztwzBkZ+vxT18OLXfENcTl9PJ+eEjZA9GGXerVtT/YZFM2jJeekln3G2JiqLh8mUySSxYsJDMV1/V4vbxIWn2LII6ipn38v37BW6PxoX4V16Wl3ftubkCd16eJkfM1r6l4L59pM7n0b9lCxosXqwjm381LruEw/9Y/KlR79GjBz96fBkAWrZsyYYNG1i9erXBVpc5Mg7pCRaITr8j0hegqgx++1KfYyuDXYruCb9+hL5T0SU9L8WuqXqCBULaoVJ6/sgSY2PnM79A+gHxd9ZRPcEC0Ql5WFpWtFVoJQ9k3OVaCQdD3Hjgnq4nWO7nK6Xnjy7TEywQ4qXu7sLs43qCBcIg+9BCCZ8Vdnymz7FXwE7V+/GKW1GNZvdMPcFyP28tUnB7EiwQptYXpO7EnFN6ggWiE/KgwF3lqOK7o9/pUqwOK7OPKW39Xx3+SkewAGYcUtrJF5xYoCNYAAtPLtQRgSvx92PBiQWG4/rDqR8osAoiULJho45ggTAQLtspjMSrLl6keKX+/Lbn5AiBRwR5yFVJNbjDZbOR/60iR5A3c6aOYAHkqjSLCubP1xEsgIIfFmOXiEDppk06ggWi46x8p5BcsaWlUbRypS7HkZNL4eLFMm5PHS037jyVjELuzJk6ogJC2sEdhQsX6ggWQOGSJdhzRCd36Zathkba1kOHZNNqW0YGRcuW6XHn5ckExuV0kjdjpi4Hm428rxU5mbyZXxnjnjED91xCwaJFOoIFULh0KbbsbADKfv1VR7AArEePUrZtmzh0VjaFPy7V5Tjy8yn4QVy/XS4XuTMM9Knsdo0OW97XXxt2tObOmIlLkq0oXLxYR7AAipYtx5aZKXBv325opF157LihJMWV+GfiT5GsyZMn01Zl26COVq1asXHjxn++PivnhPfXsqXXitONCYY6BxQtKN0xVM9nezleValYhgNBRLyFG29NcorTobLojzF5GwNNjpfj2cqg8EL1OaC87+rG2328kgyFAFWHydsYqI/hLcdWLgjpH2I6XoMc8VpuRS5FXsb7XKHSQn620ICIAueKlJwzRWcMc6wOKxdLDHS/rsTfirNFxp+JzWnjQok4vyvPGBBxKSolmYeqs2d1+ldyzhmR4ygsxJGTa5xzWvncK896wZSaKssWuPepT7JRdT6l+hzV8SrPJet0pNxR5cZdXCwTIN1+zirHqDptfDxbWpos4eAVk90uy0RUi1v6LKqSveN2b+8sLcUuEQl9zlldvg53ejouSQqhWtzJ5/8YtzQ2VcnJhgQahDYZCPkQe7qxlE1NxtuekSHrlVV6ycHhEFjQjoUOk5dz8Upc/vhTJKtt27bcfffdXl9v3bo1r7zyyt8G9aci1sDM1R3u5bSwBK3XoFEOQKze8FP3fJyX4/mFKDVecQZGrfK+mtc8JywB/L2sp6sxeRsDTY6X4/kGKwrs3nJAed/Vjbf7eKG1RZfkH2HyNgbqY3jL8Q1SPB6rxdSiBjnitZjAGMK9jHfDCKVWrFGEgUE20DBcyWkc3tgwJ8ASQN3QS+PufiWUaBRu/Jn4mn2pFyrOb//GTbxu799IfF5+jRoZGjaL7UWOJSICS6xxC7+78F7s0wumxES5gFrth6hN8sUvKbH6HNXx/Bs2MDQ+BvBz4w4L09U6KViVY/g1MT6eb506cu2SV0w+PrLifbW4pc/Cr4F33O7tzSEhXqUe/Bs30uXrcCckYJIU2KvFLXXp1WS8/RrUB4vFMMdPwmQODtb4ZGr2U4Px9qldW1bq9/eSg8UixhDtWOgweTkXr8TljxqTrEOHDtX43z8atdtqDZTdEVlfqevxCzaWOfAN1soFXPskhuaU1z6p/N31IUGoPKPreKWOqvUwUajtGY37Q0J78XetVtB0oD4nIlHIEwD4BsLVBjIHvkFa+YMa4X7QmGh2fUCpo2o1xLjwvGEf0VUJgvQ0u0GfE15PkczwDRDmz57hEwjdVFY7PZ7wgltlyN3lfn3DgPt5qY6KVkOUbk91NOgJ9aSuwNimSl2dOsLqQjuB28/ix7hW43Qp/hZ/xrZU2sPva3OfYfH6/W2UrrGRzUcS6qsf79ub3a7z5rsSfz9GNh9pOK7Dmw4nMkDUI4X26yt38akjsH17gruJbi+/unUJu1Hfdu8TG0u4ZEZssliIvvdeXY7J15eouxVT3+j77ze8Ecc8qMivRN5xh6EGVOTw2+R6pJA+feRuOHUEtGsrdxz61qmjMad2hyUmhgi3hIPFIjAZ4I6+V8Edc999oOpalN+PyuYn4vbbsUh1XuqIGDZMJnIhvXrK3XAa3G3aEHyNaKDyrV3b0IPQEh1NxHAJt9lM9P336XLw9SXqHvV4e8H9wANy/VfkiBHGuG8dIvtFBl97rc5fEURNVnAP4S3rW6sW4bcO0eOOipLr1kwmEzEPPKDLwceH6PuU8yf63nvlzkoN7vvvk+uoIm67DUu0Xl4nfMgtskRJ8DXXaIzN3eHfsoUs9XEljGPq1Km0bduWsLAwwsLCuPrqqy9Z+VONC9/NZjMmkwlv6e7XTCbTP1/4XlUubFYOLhB1P81ugH4va0UtXS5RN7V7hujSS+oOfV6AOh5aVSd+FkXbOSeFbEDPp/Q35/T9sPEtSNkuuhW7PCBInPoXcHE6bHgDTqwUnXBtbxfHcxfig6i52vwOHJwv/m42WMLtMdOxa7r4V5Ih5BX6vAB1O3ngXiXhPgExTQTBaulx8Uo/IGx6zm8T3YVX3Q9XT/DAnQEb3xCWRD7+Eu7nBVGVcVsV3FVlEu6XlJklGfcMxYYosZuEW2ugysk1sPV9sSwY3Vjg9jTuzjgkiujPbxMyEVfdJ0icGndJphjv4ysE7jbDxfH8VYTYZhXNDwe+l3APgr4vQWSS5nALTizg++NzySrLol1ceya0n0D7uPaanK0XtzLt4DROF56mflh97m1zLwPra0mzu7twd+ZuogKirnQXXuY4XXCaz/Z/xs6MnUT4RzCi2QjubnU3FlWXlj0/n5yPP6Fo3VphED14MLETH8cSqhBiV1UVudOmUbjkR5wlJQT36kncxInyDI07Cn74gfzvvsOWnkFg2zbEPvooQZ2153fptu3kfvkl1uPH8atXj+j77yP8Ju31pPL0abKnTKFs+w58IiOJGDFC3GBVBM1eUEDOx59QvGYNJrOZMDdu1fXTZbORO206hYsXC9w9exI38XF5hsYdhYsXk/ftd9jS0wls05qYRx4huIvWKL1sxw5yvvgS67Fj+NWtS/R99+rIUOXZs+R88gml27ZjiYgg8vYRRN93n0ZWwl5QQM4nUwRuk4mwwYOIffxxDbF02WzkTp9B4Q8/CNzXXkvsxMdlL0UZ95IfyfvmG2zp6QS0bk3shAkyOZZx79xJzudfYD16VBh933MPER5kqPLcOXI+mULZtm2Yw8KIGDGcmAce0OB2FBaSPWUKxavEjTZs8CDiHn8cS0SEgttuJ3f6dAp/WIyzuJjgHj0Ebg9B7sKly8j/5huqLl4koFUrYh+ZQLBbjkPGvYuczz/HevQovnXqEH3PPURIpF7BnUzOlCmU/for5rBQIm4bTsz4B7W4i4rIkXC7XC7CBg4kduLjcuPDpYh/ovDd4XSwL3sfOeU5xAbF0jGuo+Z7fKlj5cqVWCwWmjRpgsvlYtasWXzwwQfs37+fVq1a/a1911jCITnZoJD73xKVJaILrTwPXA7p71wtyXJUiedLMkU9T36yqKHyJFn5yUIqwFYuXs83eN/F6aKw3VYu5CDyz4oON19VG3BZrni+skSQwPxkUcCtJlmVpQJTmQp3WY6WZNk9cBckS15+HiSr4LyCu8gL7pIM8bytXBhG55/T4y7PE52IlcVQZRY51mItyapy485V4c7VkiwdbgmfJ8kqOC9qwuTxNrDPKMmQxrsMSpwCn90qZvpk3PnSeKtwVxZrSVZVmcgpzwOnXcGtJlkOGyPPH2Lk8f3ifebZIOEceJCsiyUXySjLwGq3klmWyYXiCzrYzaKa8Vk/gwaAK3FZIqc8hwslF6iwV+B0OUktTqXSUUmQWfnOpVoKebPHRfY0LseEie51LvKyqYQEFJLlrKigKiVVFJ7bbNhSUrHn5WlIlstux5aSgj0rG1dFBbaLadjS9d6gtrQ0bGlpIicri6rzKfKPUXfYc3KwpaTiqqjA7nBQlZqKy2rFFKx85xwFhVSlpuIsLgaTiarUVBzFJRqSJXCnyLirUlOw5+ZqSJbL4RDvLSurWtxVatzZ2VSlpOJyOjUdavacHPF8RQUOu52q8yk4rZVYQpTbirOoiKrUFJxFRQJ3SiqO4mINyXJarQKrjDsVR24uqEiWSxoXe7Y03mkXazbeqSl63Nk5YizLy3FJn6/TasWiUvF3FBVhS0kR4w3Y3LhVJMtptWJLTcWRl4dLwm3PydWQLJfTSVXKeWzu8Zbw6XCnp8u47VlZVKWk4HI4tEQ7V4u7KjUFZ0WF5geCo7iYqvMpsg+jPPaXkGRd7vgl5Rfe3f2uxuKsVlAtJneZTP+k/pflmDd5/PB56623mDp1Kjt37vzbJOtPSThcqrjkTHh6L2FQrI7AKHh0ryJIuvJxvSGzyQL3rlNu/Hu/E3mecePHQgATRJfd19eLm7Q6Oo6Fm6UbakUBfNZJ3MzVUbsdPLhVeTyzr9YXEUQt06P7FEHSn57QGzKbLHDPGqEaD7BvDqwwWJ4b/KEiSJp+AL7qp8fd4U64Rer4qyiUcHsU9dZqA+N/VWaOvrpOb4AdEA6P7FUESVc9LWYNNbjNMG6VIkh6YB4sM1jGHfS+WN4EyDgIM/uB06P7pt0ouFXqDLUWw2cd9f6Uca3goe0K7q8H6A2w/cPhkT1Chwxg9WRtx6kb910/yWr9K8+u5Pltz+tgP3vVs9zZ0lgN/kpc3jhbeJYRK0dQ5dT6yQ2oP4APewnBxgp7BTcuvZHs8mxNTv2w+iy9Zals0ZN6zz06I2lzUBANf/5JFiTN/ugjjakyACYT9b6aSYikvF68Zi1pBtqBsU88QYwkSFp57hzJQ27V+feFXn89dT8VUiJOq5WzAwfpir99kxJp9PPP8kxG6r336YykTUFBNFq5QtaUyv74E/JU3Y3uqDdzhixIWrx+PWmPPqbHPfFxYsYLoeDK5GSBu7JSkxPSvx/1PhdG6c7KSs4OGqQr/vatV49Gq36WBUlTH3hAZyRtCgyk4coVsiBpzqefkvulx/cSqDttqixIWrJxIxcfnqDLiXn0EWIniOerUlM5d/MtuKQCfhl3377U+1JcB51VVZwbOEhH4nzr1KHR6lVyPd2F8Q9RunmzFndAAA1XLMcvUfzgzPn8C3I/1xvH1/3yC1k9vmTzZi6O118HYyZMIPZRcV2vunBB4K7QGqWH9OpFvenTADEDe3bwDTqjdJ+E2jRas+aSCZJezpmsX1J+4YnNT+Dy6Do3SWUl/9f7/y4b0XKHw+Hghx9+4K677mL//v20NFg6/jPxt9Ytjh07xpo1a1ixYoXm3z8aKb/pCRYI42O3pEBFIRyYr89xObREYKf+S6x7fvdMPVEBsVRZIbU0H1qkJ1ggCMN56SJ4YbeeYIEwPj4oYbUWi6UtI9y7VBdKb7h3TasB7oViFgiEdIQnwQLIOgznpYvgxd/1BAtEN+FBSWuoslQQPx1uJ+xW4zaQ1QDt+9nzlZ5gARxeJGah3LiNDMCzj8K5zeLvtH16ggWie9M9xlVlsG/WH+Kee3yuIWxvz1+Jyx8LTy7UESyA9SnrySwT5GTd+XU6ggVwvvg829PE97Ly9GkdwQJh2Fy4WGjcuaqqKJi/QA/C5aJgtnLe58+erc8B8ucozxcsWGBokFyyfj22DEFOStatM+yus6Wkyq35lefO6QgWgKu8nAK3hIPNRsF8g+sgkK/CXTDLG+65crlI4cJFOoIFULphI1UX06T38Ithd53twgVKNm0SuJOTdQQLhNF04SJJCsFup+D7ebocQDveXnAXzP1elkIoWLhQR7BAyGRUXbggvYcNXmfJSjZuBARZ8yRYIIymCxctEn87HBTMNb4m5M9RjbeX86Rg7lxcUulN4aIfdAQLoHTLFqrOnwegZOMmHcECsKdnULJ+veEx/k3hcDp4d/e7OoIFyM+9t/s9HM7qy5H+ahw+fJiQkBD8/f0ZP348S5cu/dsEC/6k4rs7zp07x6233srhw4c1dVruKfA/qsm6pFFUTTu8+7WyXHDoLwi67Yv007j6HC/Hc1RBaY6w1CnSLx3ptq9JTnmuWBb7q5g0OV6O57SJJc+gqJqNZU1yynNFbdwfYqoJbi85TrtYigyOUaQzqttXTXLK88Wy5R9gct+0PSOjzLhd+0pc/vD2mThdTrLLs4kPjq/283G/5iY2RuF+zVFairPUQCvPY3tbpvG+HDm5uKqqMPn5Yfd2PJcLW2YmvrVrY/MiAwDIr1WX4yY6zrIyeflLjztd9bcX3Hl5uCorMQUEeB8nlwt7ViZ+deto9qnDJG3vTZpBjcNZUSEvf3nLqRZ3QYFYfg0Kqn68MzLwq1evZuOdUQ1u93hXWA010AAN+fR2PEdRkVgODAmp/rzMzMSvfn2v5xvg/X3/i2Jf9j7NEqFnuHCRWZ7Jvux9GpuzSxXNmjXjwIEDFBUVsXjxYu666y62bNny/89M1uOPP06DBg3Izs4mKCiIo0ePsnXrVjp37sxmA3Z/WaNORww71EDpiItI1NvVeOaAvpjcMKezcU5QjOhoBGMDZRA43ftKqAa3+xjh9RRfP2851WGqo87xgikwSuko9LYf9b4SOojls+pywuoKGYe/ikmNo44XTIGRwranuhz1vhI6KF6L3nLCEoytljyO0TbGWCuuTUwb7ziuxGWNtrHGn0mwb7AsueEtB6BNrPjsAlq2NOz0AmRFdEtkJL6JehslgMB2bVX57Qxz/Fu0kJecAtsZ55iCguROyMD2xjnq4wW0bKHxA1RHgJTjtrgx3I8KqzdM/s2ayRIOXnEHBiq4vbx/EKrvAP7NmxsaZIvtpfEODcXPo5jcM6da3E0aY5YkHLziDgggQOrgVH+GuuO5x7tZU0ODbHWOJSRYlnPwjIB2f4zbr1EjuU4s0Is+pcnfX+48rcl4/5sjp9xYw+2v5v3Z8PPzo3HjxnTq1Il33nmHdu3aMWXKlD/e8A/iL5Gs3377jddff52YmBjMZjNms5kePXrwzjvv8Nhj+rX8yxrRjUQ9lGfU6ax0Bfr4iQ45zwiJ10o79H4eLB5fHIu/6FJzR9fxxgSi92RxHBDdjXW76HM63AkxktRAVAPobKA5ltBRmC8DWHy1x5Zx19JKOPR+Tu9BaPGDPs8pj7s8AKF6bzWxrfSemw2Gel31Oe1HK9ZDkUlKfZo6ardXugItPtD3RX1OcKzoZnRHr8lC1kGHW/VZdblfkDbP6DVZKXxvOgASu+tz2o5UdLbC64quRM+IbwuthMUJZovoNvQkv0ExGtzj240n0AO3j9mHRzoY1MVdiX8khjcdTp0QPUG+v839BEsm5VfXvpputbvpcq5Luo5W0aK41Scmhui79NcT/yZNCL9ZXE9MJhNxEx/X6WlZwsOJvk85x2IeGi/f3JUki9hWiojhww0JW8wDD8g32OBu3YTpr0eEXtdfvvn6REURZaBh6Ne4ERFSV6DJZCJ20kSdLpU5LEwjkRA9/kFZn0mNO/ZxFe7bhhkStuj775OL8YO7diHYw4INIKRfP4I6dBC4IyOJuld/PfFr2JDwW5XuutiJj+txh4YSrZLDiHnwAdn4WoNbVRcXPmyYrtsShIyCuxg/qHNnQ8mDkN69CeokfiRbIiIMZTz8GjQgfNgw+XHcpEl63CEhGmmH6AcfkI2vlSSzeM9u3EOHGhLN6HvvkTsHgzp2IESq81JHcM9rdd2j/8aIDfIyEfIX8/5uOJ1OKg2WxP9s/KXC98jISPbt20eDBg1o1KgRX331FX369OHs2bO0adOG8nIvSy5SXPLCOacT9s+GPd+IZapWw6D7I9rOMoBT62DHFCFT0KCnkGfwlEvIOCikEDKPCo+9nk8r2lbuKEoTljDnNgsD5GseFzd6dVSWCkucI4sFAep8N3Qcp/3CuVywb7YobLeVi5t990cV3Sp3nF4P2z8RXY0NegqfRLeAqIz7kMCddUQIcPZ6WszeqKM4HbZ+KHCH1IJrHhMyBuqoKhO4D/8gcHcaB53u1uPePwf2fC06/lreKnB7Gkmf+QW2fSKW6upfK8bbU+Yh87A03oeFKGjPp7QzhyA+r18/grMbBe7uj0BzD62uKslq6PAiQdQ63iXIoLrt1+US9Ve7vwJbKbQcIuH20Ck6s0GMd9FFSLpGnAMeMg+nCk4x/eB0jucfp1F4Ix5o+4A8G6KOcls5J/JPEBUQRf3w+rrXr8Sli9yKXL4+/DVbL24lKiCKsa3Gcl2SVkOv0lHJ98e+Z8XZFZjNZoY2HsrI5iPlond3FC1fTsai73GUlBLVuz9xqpuwO8p27iJvxgyq0tII6tiBmPHjdcSj8swZcqdOo+LwYfzq1ydm/HiCOmq/l/a8PHJnzKRsy2YsEZFEjbuLsIFaORBnVRX5s+dQtHwZJpOZ8GHDiBp1h272qmjlSvLnzMVZXExI//7E3HevpiMOhKdi3vTpVF28SFCHDsQ8NF5HPCrPnhW4Dx3Cr36ShFvbiW3PzydvxkxKN2/GEhFB1F1jCRukvZ44q6rInzOXomXLMJlMhA8dStToUQa4fyJ/zhyBu18/ou+7Vyc7ULZ7N3nTZ1B14QKB7dsT89B4ncxD5blkcqdOpeLgQfySkoh58AGdrIa9oIC8mV9RunEjlvBwIseOIfwG7fXEVVVF/vffy1ZK4UNvJWr0aN2sW9FPP1MwZw6OoiJC+vYl+v77dLjLf/+d3OkzqEpJIbBdO2IeekiIx6pxJyeT+6WEOzFR4L5KO9NvLygg76uvKN2wEXNYGFFjxui00VxVVeTPm0/RkiW4gPAhQ4gac+clK3qHy1f47nA6GLBkANnl2YZ1WSZM1AqqxZphay65nMNzzz3HoEGDSExMpKSkhHnz5vHee++xdu1arrvOQIfzT8Rfqslq3bo1Bw8epEGDBnTt2pX3338fPz8/ZsyYQUMv07qXNXJPCU2mbMlvat93Yhmx6fVKTnm+KF4+L7ynKM0WelLqmRWnQ3QYnlwtan6KUsXsS60PxeyMO46vEMXtVSVCEsDHXyx9uTsZAVJ/E/sqkeoSds8UGldqBfPc06LwPuuIeLx3lpjJaqa6wFYUiCJ3Ne6oRoIgqXHvmy3htgm7meAYuKGNB+6VgjxVFqtwd1E6Gd24f/9WhXuG0LiqpWpjzTsjxjtL8snaN0sQuuaDVbgLRY67YL40WyxL9piowu0UBfInVim4g6LF7JJFdRE+8ZNoYnDjtviKGbdgler2hV3w+zdK7ZV7vONV4nz550QzQOZhZbxrt9PqoFmLxLbJUhdoSZbArRJIdbqcLD29lE0XNmFz2kgvTSciIILm0c3xNSu4F51cxCd7P5E9DLvGd+W9nu8RHagXFbwSfz+2XNjC8rPLKakqIbUkFctxC+1j22t++R7KOcTCkwtJLxPn98KTC+kQ14FWMcr5fbHkIk9bFnDkemHJFBWwnOcKWjIwXPleOsvKKPj+e8p++w1cLoqzs/GtU5fYR5TricvlonDpUkrWr8dVVYXt4kUs4eEEtGqJWbXUVLp5M0XLlolWe1LIn2shsENHWRwThN9f4fz5cvt/4bx5BHXsQGAbhdjb0tLInzMXqyQIXbRkCQHNmxN+o0IgnOXlFMyb54G7DrGPPaoZy6JlyyhZt07BHRZOQKtWHri3ULR0qVwvlW82E9ixI761lBIH65EjArdUkF0wbx5BHdprlshs6ekUzFXh/vFHApo30+iJOSsqKJg3n7IdO6S6ryx8E2oT59G9KeOurBS4Q0MJaN1aXuYEUSxe9OOPSr3UXDNBHTvKnaMAFUePUjBvPjapGL5g3nwC27eXZ+BA1IAVzJ1LxcGDCu5mTTV6Yk6rVYz39u3gdEq4E4ib5IF7+XINbnNoiMAdqMyYl23bRtESBXfB3LkEdeqIb4KyQmE9doyCefOwpQrLscL58wnq0F5HkP+NYTFbmNxlMk9sfgITJg3RcncXPtvl2cuil5Wdnc3YsWPJyMggPDyctm3bXhKCBX9xJmvt2rWUlZUxdOhQzpw5w4033sipU6eIjo5m4cKF9DWYslTHJWXCTgd82gEKU7TP+wQIKQS3VtaC0cbGxqOXQBOpJXTrh0KI0zP6vChmhkDMcswdqs9pdgPcIXXAFKcLTJ5F6xGJ8Oh+QXycTiE74GkkbfGHR39XZnwWjYVjy/XHG7VImT3b9jH88qo+p/dzYhkTxOzVbL2yMk0HwSipU6okE6a01xeth9eDxw4ouL+4ShAtDW4/IYXgrkv74W44qjcTZ+R8hYxt/xTWv6TP6fkM9JWWSZO3wiwDpfYm18NoyUi7NBumtNMXrYfVgccPClLmcsEXXQQhV4fZFx7ZrdSlLblPMehWx+1zZTI2++hsPvj9A13K/W3u57GOgvzuydzDPWv1yyDXJFzDtOum6Z6/En8vDmQfYOzqsbpfwF3iu/D1ACGBUlRZxIAlAyizlWlyogKiWDtsLQHSkvttK27jZIHWx9TH5MPimxfL9V3pL7xA0RL9+Z3w4YcyqSmYP5/M117X5USNG0etyc8CUHHoEOdvH6nzSwzq3JmkuaIDzVFczJm+/XTF9paoKBpv+EW+EZ8bOpTKYx5enxYLDZb+SEBTsdyf8dLLFP6gP78T3n+P8JtFmULBwkVkGtijRY4dQ/zzYim/4vARzt9+u853MLBjR+rPE926jpISzvTrryu2t0RE0HjjBnkpNfm24ViPHNHj/nGJXCeV8eqrFC5YqMNU+513ZLHRwsWLyXhRfz2JHD2a+JdE+YL12DGSbxuux92+PfUXiM5LR2kZZ/r1k0ivClJ4uMAtLaUm33471oMeDidmMw0W/yArxme+/gYF8/SdkbXfepMIaVmx8MelZDyvL2eJHHUH8ZIXsPX4cZKH3abDHdC2LQ0WiXFxlpVxpm8/XZOAOSyMxhs3aHTA/k5cbjFSI52s+KB4nu3y7GWXb7gc8ZdqsgYMGMDQoYJoNG7cmBMnTpCbm0t2dvYfEqxLHuc26wkWCIJzSCIPZblwcpXx9vu+U/1t0L7v+by3nFOrxc0exKyLUVdgYaoiKXB+q55ggeiCPChdTMrz4bgBMQQxC2P095/NObVGkCsQs3NGXYFFF+DsBvF3yjY9wQLRXXlQGu+KAjHbZxQ1GUtNjnF7M6fXK92ghxYZdwUWp4k8gJQdeoIFYgbNLe9hLYKjy4yPpxq/JaeXGKaon196eqlhzvb07WSU/vs7ff5r8ePpHw2XGHZn7paFYtckr9ERLIB8az6bL2wG4EjuER3BArC77Cw/I37sOK1Win/62RCHmsAUGJAZgMIlSxQphB8WGxpSl//+O5WSAHTx6jWG3YyO/HxKNghJgYqjR/UEC8DhkJe8nJWVFK1caYxpkYLViIQBFC35UZEUWLLY0Ni5Yt8+2Ri7ZO1aw25GR2EhJb/8AgjyoCNYEu7CJYpkRtFy4+tJTca7aOlSXHYhX1O4eIkx7gMHqDwtTKtL1q3TESwQ3X7F68T1xHrylJ5gATidFErk22WzUbhsmTHuGox34bLluGxCvqbwx6WGuK2HDmE9Kc7X4vXrDbswncXFlKxda3iMf2P0T+rP2mFr+WbAN7x37Xt8M+Ab1gxb858kWPAXlwuNIioq6o+TLke4tamMwq3/ZC0SWkeGOartKwqr3091x3M5xXFC4qrHVJFf/X7UOdYioYlVXU51+1I/7/V4LvG+Q+NrNpY1yaksMdbkUudUt6+a4rYWipnKSzXelaXGmlwe2xdVGreTq58vqjLOcb9WGy/dl1fiL4W3zwSgsLKQetSr/jORtv+j/YBYujLSiAI0LfvOQuN9OUtKwG4HX1+v0gSAfKOvLsd9PCNS4JnjsloNNaLEMQpVf3vBXVaGy27HZLFUj+lP4K7Re6uqMtSIUudANeMtKaSbfHwuGSb1eHnLcdlsuLzUJ6uP4e14rvJynJVVWHx9qz9egXitJufAfyUsZstlkWn4/yNqPJM1dOhQiqVfJUOHDq323z8a9XuA2QtXbNRH/B/ZACKMW5dp1Fv5u6EXE033fgAa9jbOiUgUtVLV5Zh9RAE4iIJqs69xXkM37vrGRtPqnOqOVxPc4fVEbVp1OSaLKLgHgdvipYjSfbzwesaGzTXFVJP3FpogCuWryzGZoYH0mSZ113dgeh4vvI7wqzQKFe5uCfoONc/njbrYAGIDY2kc4WVsrsRfDm+fSVRAFM2jxHni7TMxYZK3bxfbTtc56o6rE4RTgU9kpKHxMUBwd6XLNaj71YY5QVddJRd+B3vJsURG4i8tOan36e14AW3b6TsZ3TmSGbOoBzO2CFEfI/hqY0yBnTrJNVnectTH8JajPl5gmzb6jkCPHEtICAGq2jNvuL2Nd2CHDvKSqrfxNoeFycfwlqPD7dkR6JFjDgryKs9Qk/EOaNcWS0iwlGN8DphDQwlsK3AHVTfeBt2pV+KfiRqTrPDwcFlsNCwsjPDwcK///tEIjRft/J7R4iZo1E/8bTbDoPf0pCaupZA2cEffl0XhtToCo6S2fimuuh9qeTidm31hwDtKB17DPnpzZhC1RmHSDEZInFZiwR3NboDG0rSoySRwe5Ka2ObQVY37JSEzoMEd6YH7XmGPo8HtAwPeVjrwGvaCVlpTUoH7KaW2LTjGWFai6SBoMkDBPfBdPe6YZkICwx19XtDrlwVECJNsd3S6WxTCe+Ie+I6Cu8G10Po2PaYeTyhdmEFRxrISTQZoOywHvquX8YhuopHMmNBuAtEB2vMk1C+USR0nyY+HNRlGy2itiJ3FZOGZLs/oOtmuxN+PWxvfqtMvM5vMPNX5KXylJoq2sW0Z0niIbtsxLceQFCZ+hIX4hTCp0yRdTrfa3TSdirUmT8YUoCXtvomJRKvkCGIffhgfVRE4gDk4mLhnnpYfh996K4Ht22sPZjYT9+wzckdYYOtWRAzXn99Rd42Vu9QsIcHEPf2UTlYiqFs3TadircnPYgrUkkjfunV10hM+8fFaSEFB1FLjvuUWAj2Lqc1m4p55RiZiAS1bEjFihA535J134t+4sTIeTz+tx92lC+GDlUYaQ9wJCUTff7+Ce/x4fBK0M8SmoCCxfynCbrqJwM4e3csmE7WeeVoujg9o1oyIO0bqcY+6g4Bm4keYOTBQfI4euAM7dyJM1fEX9+yzmDzIr09CbY30RPQDD2iK1924az37rPw4/IbBum5DTCbinn5KJtcBTZsSOXq0DnfE7bcT0Ly57vkr8c/E/4Z3IcCp9bDjU1EL1X6U0M7y7ELIPAKb3xaSAI37iw49T7mEkkzY+JboQItvLYhAmMfSTmUpbJ8iJApC44WuU7wHgXE6hMzB/u9FF9/Vj0IzD5kHEPvYPgVsFcKPr+NYbUcgQNYx2PSmKKhv1Bd6TDLGveltyDwkPPv6viDENdVRVSaKzU+vE159vV+A2p64nbB/rsDu4y+6Lz1lHkCSOZgiaqHajRTyFDrcx2HTW8LQumEfgdtT5qEkS3wmGQeF9ETfF7XG3m7cOz6DU2uFhEPv5yDB4xei0ynkGfbPFuTu6glC98szzm4WjQK2MmgzQsg8eOLOPiHGu+giNOgtOgs9cOdW5PLlgS85lneMRhGNeLTDo8QHa29MFfYKZh2dxeYLm4kJjOGhdg9putiuxKUNq93K3GNz+SX1F6IDohnfbrxOVsPlcrHy3Ep+OPkDFpOF0S1H62QeQDQuzDw0k1JbKYMaDGJks5EyWXNHZXIyOVM+xXbxIkFXXUXM+Ad1Mg/2/Hxyv/iCioOH8GtQn9jHJ+JXV3t+OysryZ81i5L1v2CJjCD24Qk6AVKXy0Xxyp8oWLAAzCYi77yTcA+ZB4CyPb+TN20ajpISwgYPImrUKJ3sQOX58+R8MgXbxYsEdu5E7EMP6XEXFJD7xZdUHDiAX/0kYidOMsY9ezYl69ZjiYggZsLDBHkSRoSsRMF8Cffo0YQP0l9Pyn//ndxp03EUFRE2eDCRo0fpZAcqU1LEeKemEtipE7EPjdfJU9gLCoQUwv79+CYlEjdxIn71tHI3zqoqCmbPoXjtWiwR4UKeopNeiLro51Vy0XrkqFGE36C/npTv3UvutGk4CosIGzCAyLFj9LhTU8mZMgVbSiqBHTsKEush8+AoLCTny6lU7NuHb2IisY8/hr+HHIizqoqCuXMpXr0GS3g4MeMf1MlTABStXk3B3O/B5RK4Vd2llyIud+H7/1r8pZ/Uffv25ccffyTC4wQvLi5myJAhbJT8nf6xSN4KS+9X6mYyDohaJrX4ZH4y/HCXUrSdvl/4C97wkfJrpKoMlj6oFKdn7BdF9SPnazW3fnlVeOq5C21zTsKdi5UONRDF26snK3Y+mYdhxGztkuT5bbDkfqUmKOOgwN1F+XVGQYroMMw7LeE+IOqabvxYhbtcGC2f3ai8t8IUuGO+loz98prk1Sjhzj4Bdy5RlNNBkKtVT6twH4Lhs7TLfCk7RBeeG3f6AXDYoZtqlqrwghjv3JOq8c6Fmz7V4l7+sCCaGtwLtKRm45uSn6F7vI+LrtAY1bLbge9h1VNKw0HGYRj+LTTup+Sk7oQl9yi+kukHRO3Y1Sph16KLAnfOCRXuHLjpM3mm0mq38vL2l/k1TchTHM07ysWSi3ze73NC/ZTx/nz/58w9PhenVA94pvAMU/tPpUG4lyXgK/G3YurBqXx39Dt5vE8XnubLfl/SOFI5T35O/pk3fnsDq0OcJycKTuBr9qV3vd5yzpHcIzy95WnyrOI8OZ53nCpHFfe2UcQnbdnZpE16gsoT4jyxHjmCPTeXhHffwWQRP+6cVVVkvPwypb9skHOqUlOpN22a5iab++VU8mbOlAubK0+fod70aXJHIEDxz6vIeOUVuTap8thxzL6+hPZTzu+Kw0dIe2ISjhzh6Wk9dgyXtZKY8Q/KOfacHIH7+HEZkyMnl4T33pWNpl1VVWS+/IrsdydwX6DedC3uvOnTyZ0+A6Ri+MrTpwVuqSMQoHjVKjJe1uI2+fgQpmqNrzh6lLQnnsSenS3jdlaUE/uw8r205+aSPukJrMeOqXBnk/D++wpum43MV1+Ti7ytR45gS0ml3ozp+KhqhvOmzyB32jQF96nT1Js2lQDVEnDxmrVkvPSSXFNlPS7hHqDIAlmPHydt0hNa3FarRsbDnp9P+hNPysX91iNHsGdnU+eD9+UlY5fdTsZrr1Gyeo2C+/x56s2cgU+0MmOe99VX5H7xpQr3KYFbZftSvG4dGS+8qMVtMev0y67EPxd/qbtw8+bNVBmYmlqtVn79VW/2eVnDZoVFd2kLmx1V8PNTgvy4Y/kjHl1xLiECqm7X3/S2QrDckbxVzMa44/Bi2DMT1J1M+WdhmepGnXsGfn5S65doLYQfxokZKwB7pYRbVQjuqBIEJ1vVJbTiEYVguXHv/Vbp5APY8q5CsNxx/lfYoJKjOLpUMjlW4S5IFuTMHXln4aeJHriLBO4qqYDTXqXH7bTBmsliplDG/ahCsNyxb7bW8HrrBwrBckfKdtjwmvL42HLJSFqN+7wgw+7IT4aVj2s7OiuLhIxEldRN5rAJ3GrjbqcN1j4nyK07Vj6uECx3uGf2pJh5eKZMsOS3lr2PT/Z+Ij/ekLqB2cdmyzd8gLTSNJ771WCJ+Er87dh6cSvfHPlGM94ZZRlM/lUpJcgqy+Kl7S/JBAugzFbGM1ufobhK1Js6XU6e2vKUTLBAdBZ+su8TDuYo50nm66/LBMsdxe4ZGynyv/lGJljusB48RPZ778uPS3/dRt706ZrOMXtGBulPPiU/tmVnk/Hcc5rib2d5OWlPPS0XTbucTtImKQRL7MhOziefUL5vn4L7jTdlgiXj/vlnjcxA3nezdIbC1kOHyHrnHWXcduwg98up8g0fhA9h2hNPKo9zckh/drIOd/rTz2AvENdrl8tF2hMKUQHA4SD3088o37NHwf3WWzLBknGvWk3+nLny4/zZs3VddNYjR8h6620F985d5H7xhRZ3VhZpTzwpd3za8/JIf+YZTdG6q7yc9GeewZ6fr+CeZID7888p27lLfirrrbd13ZMla9ZozMPz58yVCZaM+9gxst5S7jtlu3eT++lnWtwS0ZdxFxSQ/rQH7ooK0p+djD1XdV5ciX80/hTJOnToEIckwbhjx47Jjw8dOsT+/fv5+uuvqVPHi/fb5YqzG7U3fDlccERqqS9OF9IDRqEmWUb6SDXNSf1NMRE+sti4m7EiXyyzgSBz5UYnvksQORBLaW5RzOowHaoBbm85F3aJ2TKAIz8a47YWwhnpopu8Bcqy9Tm4xPsGYZTtSVaNMP2d8U77XYiLgvicjbowK4vEEiOIcSz1YurqHu9y1edTDaafzxm3769KVmRCVp0zlgw5mneUlGIDyZEr8bfC22dysuAkZwrEj6u159diN+h6rbBXsCl1EwD7s/8/9r47Popqff/Zvpu26b2HFiCk0HuXXgRBBVEEsYsV9V69Xnv3CvaCYhfEBtKlC0hPqIGEdNL77ibZvr8/zrSzMxMixa/64/18+LA7++6cZ89OZp498z7Pm41yi3QzcfY7dbe0wLJjp2SOaR1vudL8i7T9imnjRngYUmVaJ22pYMvP56T55k2bOSm/MDxtbTAzJK4t5xhn+CmHyd3aCvM26eO7WWBJYZKxeTBv3MRZIch9NntBAUeGTFu2SOO2WnkLh2PH4CgpbReT22aD+detkjkdmW/WVJXsU/qz2YuKYD1FcLPmsSLcNhvMWwSre8XF0pjWM/Ntt8O0ZYtkTkfm2/TrVrgZFaucZYi9pATWE8Rc2bzlV0nVq6cdHFfjyscful2YkZEBhUIBhUIh6YdlMBjw9ttvXzZwHQqX+I+BC6et4znt5TntF84RvtZuTgcwdSinA5hcjgvnCPPanacOfDY2x+0AJDyLqJz29kXhlrFUEL7Wbo79D+bI4Ba83yFj82AXfB65HO+8q3F5ot35dtsvmMO+1pH9eFwuakVBGMKLsxTBAMjtIbjdgFIpm0P25Wh3P+Q1+wVz3Awmj9t9abhdLm7FrX1MHcBtvzBuDtOlzrfLBY/HQzzDO4LJfplwu93EqkMqx3Fh3HA6uc992ebyavzp8YdWsoqKilBQUACPx4ODBw+iqKiI+1deXg6TyYQFCySaB1/JSBkJaKSly+jGqDyCEsWKQO8cgCj7JHME26WKqQGiVGRrsuT2o/HhFY9JwwGmca0spsA4sbJOClM3GUwdyQnrxtc2yeWo9XxtU9IwQFB3JDleQLS4b6IUJrm57EhOaBcgrGv7uFU6oBNT+5E0FNDJFGmy4/lHiPsmSmAaGTdSMmVU/KgL5iQEJFy1cLgCITffMX4xnIXDyHjpHLVCjWGxxKIkKzwLgbpAybxRceT7VQUEiJVeTPiN4Wuk/GWMmf2GD+fqiPxGjZbMUUdHQd+jO5MzUqRiI0lq+I0kn8knMwMqGa9Ctm5L5ecHn/4SDeAFOQDgN1oG99ChXBG9v0yOOjIS+p7kXOs/Uga3SkVeA2BIT4cqNFScA8CfmUuljw98B0rbb3Rkvn2HDOYUj7LzHR7OWSH4jRopaupMgCi5BsyGtDSow6QbFfsxc6nU62WtE/xHjxHky+AeNIhTDsrNtyoslLOJ8B85Qhq3QkF9v1fjz40/RLISEhKQmJgIt9uNPn36ICEhgfsXFRUFlery9xS6YOiNTBG419gD7wXiBCfCKW8RewBhpIwCet/CPx/9FJHrCyM4hbYUyLqFt1gQYpjyFv88tjcwaDGdo1CRInsDg0EfAExZJvb4GnA36RXI4V4mxp08gqji2Bj1H7G/U3AyMEbQGiNzHmlFIwydF+7oTKIAlMLN9mXU+QNTlopx97sDSBScUCYvJTYSwkgaRosRRj3Je12xEZQIjHmaf54xB+jipaLSBQBTBSumUemkaTaFWwlMfI3vy6j1Zebby8aj7228BxiL29vGI3EoJUa4J+MeEVGK8YvBQ735/oZTUqaILvy+Gl88M+gZzgrlaly+mJg0UaQSNKgNeGbQM1AqyGku2ZiM+zLpHn0KKLCk7xKE+5A+gVqVFs8MegZaJa0Qm9F5BobEDOGeRz71HxE5MGRmImT+fO556F13ivy01FFRXEsdAAiYOAH+E+jjW2EwIPr556FgLpi6pCSEefXoI7YDj3J9AhVaLaKef16kJDReey38RoygcYd54U5PR/Ctt/K477iDKqYGCHmK+DdfT+g/bhwCJtI/bhQGA8HAXAe0CQkIf/gh0EnELoG1LFBotYh+4XkoBD0RAWIR4ScgTRFPPikiNfpevRCykD+fhNy+iCN4HO6ICET8S4B77BgETKabKiv0ekS98DxHfLWxsQh/+GF4R/gjj3AKS4VGg6gXXxDZeARMmQL/Mfz1IeKJf0MdHk7l6Hv2RMhtvIgi5LZF0Peif0yrw8IQ8QRvleM3ejSM06bSuHU6cpwwBfSamBhJW4nwhx8SKSz/6uFxudBy4CCa161Hy4GDXKeBPytefvllKBQKPOD9d3cRcUkWDqdPn0ZpaamoCH7q1Kky7yBxRSSgJftIIbXDSohTutjnBA1FRBlorgBSxgDDloiZv9UE/Ppf0vw4oicw9hlCooThdgO/vQGc2wL4RRFSECLRGPv4d6TZskZHSEDiEHFO6X5g1yukID7rZkIqvKOxmGAyVZCVsGGPiG0HrCaiHqw6Rpo5j3mGJ3RC3HveIBYOfpEM7hSI4sRq4NCnxMJh6MNkFUiE+wCw+xVSEJ9xE5B1kwTuEgZ3OSG0w5aIcdss5DupzCGrgWOeAXy8yJnbTWwX8jcBvpGEPIZKrAad/JGoPlUa4pElZS5bepDB3QJkzAWy5olSzKbzyNv1AtzNZdAnjUCPgQ9A6UUqW+2tWJq9lFg4GFPwYO8HEehFht1uN1acWoGdZTsRog/B/b3vv6osvMLx2cnPsK10G4L0QVicuZhSFrKxtWQrvs79GiqFCgt6LsCgGLHRY2FFGb7ZvxoWhwVjuozCmEzx3661tgkFH6yCvbwcfr0zkDx/KlQa+jhxWm0o/PRntBw/CV1iAlLuuB66IPFKcP2Kz2DesoVYODz4IPSdO4tyzFu3ouGLLwGlAsELFsJ/mPjvsu3UadS99RZcZhMCJk9G8Bzx+cRRXYOa116D/fx5+Pbtg9D77hPZDritVtQuXYbWnBzoEhMQvmQJpXTjcH/2OcybN0MVGIiwBx+gFJEc7m3b0PD5FwT3rbfCf7j477LtdC7B3dyMgEmTEHyT2O/JUV2Dmjdeh720DD69sxB2331U42cO97K30JqdDW1CAiIeeVhyxan+iy9gZqwQwh64X9JHyrxjJxo++wwA6TfpP3KEKMeam4vaZQzuiRMQPE98PnHW1qL69TdgLymBT1YmwhYvlsb91ltoPZoNbXwcIpYskcTd8NXXMK1fTywcFi+GobvYFNe8cycaVnwGeDwInn+L7ArfxcaVtnAwbdmC6hdfgrOKr6FlSX7ANde0887LE4cOHcLs2bMREBCAkSNHYunSpZe0v4siWYWFhbj22mtx4sQJKBQKTt3A/kJ3XYB1XvYv6dgqYgUgLGoddB9wzfP88/IjwJczSBE3GymjiV2AmjnBmKuBzybRar6QTsD89cQPCyA1RSvn8IXgACFhN/0IxAo8S359ivhIsaFQAdPeBTJu5LcdXw38fCeNe8A9wHheDYOKbODLa2n1ZPJIYM4qQoIA0jPxs8m0mi84meBmvbJcDtIkO1+gvtEZifVEXD9+29ZngD3/o3FPfQvIFJCokz8AP95Bt6DpfycxTmWj8hjwxXRalJA0nDS21jAnmJY6Mt9CNV9QEsHNemW5HMCqeaQ3JIc7gDSHFq74bX+ekGwOt5KsXGXdzG879ROxzBDi7rsImPQ69/RMwxncvuV2NNr4+e4b2RfvjX6PayDcaG3Egs0LcK6JV6vG+sVixfgVnFeW0+3EwzsfxvYyXvXpq/HFu6PfRe8ImVuSV+Oiw+V2YcnuJfi1hP+7NKgNeGfUO+gXxR/fHx3/CG9n86ugCijwr/7/wo3d+L/LomO12PzxKbicvAik++AojJzHX9DqKyxYszQHbSb+B2ZUihFTFmdAoyMrOdYWB9YszUZdGd930C9Ih+kPZcEYRow1PW43Kh55BKYN/PGt8PFB3LvvUE7gdR99jNr/Cf8uFYj4978RPI//uzTv2IHyBx6kip+NM2aQVRrm3GwrKEDJ/PmUCtGQkYH4T5ZzjY9dJhNKb10A66lTXI46MhIJn38GLePd5HG7UbHkUZjW8wXZCoMBse+8DT/BLbL65ctR8/obNO7HH0PwLfwdBMuuXTi/+H4a97RpiHr5JR53YRFKb7kFztpaLkef3gvxn3zKuaK7zGaULljIFYIDZCUr4fPPoE1M5HE/9jhVbK7Q6xH79tvwG8oT6fpPV6DmVV4FChBj0ZBb5/O4f/sN5+9bTLUqCpg6BdGvvMLhthcXo+SW+XBW882O9WlpiP/0E6gYx3iXpQWlCxdQvRDV4eGI/+wzzmzW4/Gg8vF/oXnNGh63TofYt9+C3zB+Jb7h889R/fIrVD/M8CWPIGQhv3J2qXElSZZpyxaU3/+AuJ8nM58xy5ZeUaJlsViQlZWF9957D88//zwyMjIumWRdlIXD/fffj6SkJNTU1MDHxwenTp3C7t270adPH+zcufOSAP3hsDYT2wFv1dC+t4Hzh/nna++nCRZAmh4LmxFvf9bLLgHE9mHbs/zz7C9ogsViWCu4PVh+hCZYAFG/rX+I749oNUnj3v8uWSXicC8W990r3EFWyDjcz4vtEhoKCWHicH9FEyyAqO+EuCuyaYLF4X5E0JfQQubSu0D4wAdkNZGNX+4Xqz6LdhHbDDZ2vCC2S2gsArYKbnPmfEMTLACwmYhFBBuVx2mCBRCVpBC3vUUa96GPgSLejuG535+jCBZAjClXnuGl+e/lvEcRLAA4bzmP/x3m5+6Xgl8oggUQu4Cn9z2N/wP/3398bCzeSBEsgKgGn9r3FGfrUNhcSBEsAPDAg1cPvoraVnLxdjnc2P7lGYpgAcDpvZUoOcXbOuz+No8iWABQWdCMY9t4pdyRjcUUwQIAS6MNe7/nzzGmjRspggUwdgFPPMEpEO3Fxah98036A3s8qH7lFTiYi7fHbif+SF7qsuYff4Rl1y7uedVzz9M2DyDNketXfMY9r//oI4pgAcSeofqll7nn5i1bKIIFELVj5RNPcrd27KWlqHnD+3ziQfWrr8FRSZqkexwOVEjhXrMGlh07uOfVzz9PESyA2GE0fMqfT+o/Xk4RLIDYM1S9yP9oNW/dKlLzeaxWVD75JKectJ8/j5rXX4d31Lz2GhzlRHnqcTpR+e8nRL0gTWt/4ZSTAFD1wosUwQIA64kTqF8uwP3JclGzaWdNDaoFuC3btlEECyBqx8onnuQK3h3l5ah+5VURQal543+wl5WJPs9fLTwuF6pffEmyYTq7rfrFl67orcN77rkHkyZNwhjBLd9LjYsiWb///jueffZZhIaGQqlUQqlUYsiQIXjppZewePHiC+/gckbBDuI6LhW5zB9TYzG5/ddeDgCckZbJInfdhXNqTvGWAnI5jlZC7ABCOOwW6bwzDKamMmIGKpnTAUzC7XI5tbnE1wsAzkjbDsDZxlsbFO0C7GbpPHaeTBWEsLWX01HcZ2Uw1eXxPmhy+3HZyK1RgBApuea/zFzWtdXheJ30fAsJkzd5YmNbKS+P31G2QzKn2FQsImhX49Jje6n0d1JuKceZBkLkWZsG73B6nNh1nhCRioImWC3SKq3CHHKRt7U6UJHfJJPDE5jCY9LeRMUn6uF2EQJlkbFUcFZU8pYC27ZLX3icTo6ItGbnwNUgZWUD7qLvsljQun9/uznksTQmy+7dnEpNLsdZVcX5Qpm3y+B2uchrIATPJePhxNo2uFtb0fL77+3mAJC1p2jZs5ezQpCd7+pqtB0n1wjL9h2UbxkXbjf5LgC0HT8uIn1sWJi5dFutaNkjbR1k3rZVkC+De+9euBnPK3ZcEe7aWrQdI/5t5h0728EtY03zF4rWw0eoW4Si8HjgrKpC6+EjV2T8lStX4ujRo3hJ4Ad3OeKiSJbL5YI/s9QZGhqKiooKAKQw/uzZs+299fKHXLNi4WsdyWkvT92BnD86XodyZBpIe79fbl/C97c7nuby5LDzJNf4WpjT3r4o3O3NgeYy5RAcKoUKCkgXpWsEn0kj8/mEbVfkci702tW4uGhvTtki9o58JyqV/CmRfU2hVEChlD5OlCqFIF8mR6ngbiexRctSodBqLpyj+QM5SiUgI04SFszL7UuhUnE1rJcNUwdycBlwc2KTjmDSXuJ3wmJSKgG1tEuSQnNh3FCruc99yXOpbee8/RcJOdJ6sXl/JMrKynD//ffj66+/ht6rXu5S46JIVs+ePXGMYc/9+/fHq6++ir179+LZZ59FcrJEAfiVjJRRpImzKBRAGtNUNSAaSJCW0qKXoIFp2izpHOF2uZz4gYAxljzuOZPUBHmHIYhXJiaPEDd1ZnGzzY79I4my7YKYJJojdzQnrj8QxPTI6jlDGrc+kFcmJg0HfMPFOULcfmHk810W3DLzHdOHt8yQw60z8k2rk4aRYn/J8QiOIH0QBkVLd7ufmDRR8rEwJiXxNg8Tk6VzeoT0QKIxURrH1bjomJQsbZvSJagLV/x+TeI1UCvEFz2D2sDZO0SmGOEfLH2S7dKPKPm0ejUS08RF4CQnUpTvHZ37hHMkzVvpxoauc2euPY3/uHGS5EBhMHDSfENGOjSxsZL7MjJjKH18ZIughf3t5DD5TxjPKfACZPrhaVNSOGViwDXXSF74FXo9/Jm2OvpevaCJj5fGxDRaVur1lGJPGEKscj36/K+5hiMZRpnPpk1Kgr5nD5I/dqwkKVFotfBn6oH0PXtydV4iTJMY3Fot1T5IGB2Z74CxYzjrCbn51iTEc8pE/2vGilSaACFff0bB+KWGnCXGxeb9kThy5AhqamqQlZUFtVoNtVqNXbt24a233oJarb5gnXl7cVEk68knn4SbWZZ89tlnUVRUhKFDh2LDhg146623LvDuyxwaPTDrM9rmQKUl8n3WRwkgRechQqWRgtggCC/iI/5FSIQwEoeSJtFs9JzJ2BAIfqUGJwPT3+Ofh3YGJr5OfJrY0BsJTg3TSV6tA2Z/TtscqLTAhFeBCIF8etq7XrYSCqD3fFo9OeJxUgwvjIQhwOj/CHDPIDYLQtxBScD09/nnISnEDkOEewWgZbzI1FoGt4DYKjXA+JdIQ202pr4ttpXIupko+tgY9ijvG8ZG/CDaMqP7NKD/XV64E4FrP+SfByeTInchbp0RmPUp33NSpSHzL7RnUGqAcS8SCwgmnh70NFKMtOJyeqfpuLbztdzz23vdTsn5AeKv9EDvB7jno+NH4+buN3P2AQCxeXhx6Iu4Gpc/hsUOw4KeC6j5jvKNwitDeTFGpG8knhvyHPQqnkT5anzxytBXEKAlBbxKpQLjFvWEIYC/yCqVCgyYnozIZF5lPPzGrgiJEfQzBdC5bwR6Duc7XmSOTUBSOv1DKjwxAIOv4/+e/YYORcjtt1MqZ3VUFKIFNUGaiHBEv/QSZReg9PFBzGuvcg2SFUolYt58k7ZnUKkQ9sD9VPPjyKf+I7KVCJg4EUECFWLIrfPhP5YmNfq0NMoKwW/wYITcdSeNOyICMW/wuNVhYaQnosHAbVP4+CD61Ve4HogE9//oC6dKhdD77qW8yCKffAI6LyWd/4TxVOF/8C23cCSIw92jByKe+Df33HfAAITefTe1MqYOD0fM/97gVrvUISGIfvUVCdyvcj0QFQoFYv73Bm3PoFIh9J574DuA9yKLeOLf0PfoQeMeNw7BN/OCnOB5N4lsPPTduyPi3wLc/foh9L57adxhYYj53/943EFBpJejD+8bqTAYyHzLeJH9lcKnT2+oIyOlvdUAQKGAOjISPn0uv3Bo9OjROHHiBHJycrh/ffr0wdy5c5GTk3NJ9lSXZOEgjIaGBgQFBXXIA+iKqBPytwB73yIWDhlziI2D0mtiqk6S/oSshcOQB+jGzwBgrgK2v0BqoSJ7AiOfBAKi6BybBdi7lPTd84skJCwqjc5xu0iR/NGvCREctBjoIvFr4txWYM9Sgjv9RqDPfDHu6tOkuN1cASSPAoY+SDd+BogycscLRNUX0YN4ULHKQjbsLcCeZYz1RCQw8t9AlJfZqdtN+vRlf0WI4IB7gG4SzUXPbSNzYG8luHvPF9sz1OQS3KZyIGkEMOxhMW5LDZlv1sJh1JO8spDD3UqEBPmbAb8IQoajM8S4c74Cjn5JyOrAu2lTUzYKdpLifnsL0Ot6QrS9cLtrzmD/72+guqUC6dEDkTxgMd2wGqR+672c93Cq/hRSjClYnLWYUxay0eZsw+cnP8eu87sQrA/GPRn3oHso7T90NS5fWJ1WfHHqC+wo24EgfRDuTL8TvcLo49vj8WBdwTp8l/cdVAoV5qbOxdhE8WpDeV4jDm8oht3qROc+EUgbEQuVmv5N2ljVggNrC2GqtyK6UyD6TkqEzodeuWmz2HHwlyJUFzUjMMIXA6YlIyDUQOU4HS6cXX8MjTv2QhUYiOSbJyEihV6d93g8pDfiypWAQongeTchYLyXfxyA1kOHUPvBh3CbTQgYPwHBN80VrcrYiotRu3QZHGVl8OnbB6F33QWVkbapcTY2ou6dd9GWkwNtUiLCHniQ84hiw22zoeFz0udQFRiI0LvvgU9mhghT87p1pDeiQomguXNgnChe5W09cgR1738Al6kZAePHI+imm0S2EraSEoK7tBSG3lkIu/tujmRSuN97H21Hj0KbmICwBx+E1muFz223o/GLL2HavAkqYyBC774bPlli8+Tm9RvQ+M3XAICgOXNhnCSB++hR1L33PlzNTQgYNx5BN88T4y4tRd3SZbCXlMCQlYWwe8S4XU1NqH3vPbQdOQpNfDzCHnwAOq8VPrfdjsavvoJp0yaoAowIvetOikBzuDdsQOPXXwMeD4LmzJFdvbvY+FPUhQBdz/cnqQuFMWLEiMuiLrxkklXGqBbi/oDZ2WX/kna/Ri7mwkidAsz+kmfFZzcSKwChuiy8B7BgI++DVZsHrBhPNxE2BAO3bgTCGR8VqwlYMQGoFjT9VGrI6g57Ufd4gNW3kObGwhj5BDD8Uf75b2/QykWAuL3P/pL/hZi3GVh1E92CJiyV4GZXwerOAZ+Oo3shGoKA+Rv4VTGbmeCuEggAlGqyupM6hd+2+lbg1I80puGPAyMFjY33LKUVgADQZQJwwzc87vytwMobadyhXYEFm3hj0/oC4NPxdC9EfSCxcGBXxWxmYvMgbOKsVAMzPwF6TOe3fb+Q753IxrAlhLSxse9tYMuTdE7nccCN3/LE9tw24Nsb6SbZoV2ABZs53GWmMty86WbUtfHz7a/1x4pxK9A1mKyetjpasWDzApyq51VaKoUKLw97GeMTxRfHq3Fp0eZsw22bb6OEC0qFEi8MeQGTk/mLzFN7n8JP536i3ntL91vwSF/ezPbEzvPYvTKPyolLDcLke9OhZOqyys82Yt07x+B08IXGAWEGzFzSGz7MKpi5wYofXj2Clib+WNLoVZj2QCYiEsl5z2l3Yc3SHFQV8qIMhQIYdUsqug3gf9xV/uc/aFpNH9/Bt9xMrS41fvstqp59jro4+QwYgPiPP+Ju27UeOoTS2++gmjZrYmOR+O033GqSo7ISxXPmwskoAAFA6euL+E8/4dzF3TYbShcsRNsRQRGyUomo559H4Ax+1bfyv0+jadUqCnfQvHmIFKwuNa76DlVPP03j7tcP8cs/5ghi65EjKL1tEY07JgYJ33wDTQRZTXJUV6P4xhvhrBDg9vFB3CfL4ZNJSJTbbkfpggVoExZPKxSIeu5ZBF7Hly9UPfssGr/5lsY9Zw4in+LvDjR9/z0q//MUjbtPH8R9+glHtFqzs1G68DaqabMmOhoJ337DGck6qmtQMmcOp1wEyMpZ/PKP4ZOVBYCoR0sX3kY1zYZCgchnnkbQbL7kper5F9D4Fd80GwACb7geUU8/jcsV/3SfLDYuF8m6qNuFTqcT//nPf2A0GpGYmIjExEQYjUY8+eSTcLTTP+mKhLkK2PmyeHvuL7ySz+0GNj4mlu/XnAIOfsQ/3/4sTbAAYkOw/Tn++aGPaYIFkP1ufJxXdhTuEBMsgJiOmpgTgKUG2CGhYjizjqxuAeSPd+Nj4h5/tbnAASHu58TNptsavXB/QhMsgNhHbPoXWXUDgMJdYoIFEBLbzJwAWurIipl35G3kLSI8HmCTBO66s8TqgY0dL4ibTVubaOJ55DOaYAlxuxj7i6LfxAQLICS2iZHUtzYA254T5+RvJgScjU2P0wQLIErG/fzt4HePvUsRLAAw28148ygvs/8h/weKYAGAy+PCqwdflWxSfDUuLX4+97NIGer2uPHaodfgYPpOHq89LiJYAPDF6S+4pt32Nif2/VQgyinLbUTBUb7gds/3+RTBAgBTbRuyt/DNvw+tL6IIFgA4rC7s+4FXl57ZX0URLID8+ez9/hxczP7bTpwUESwAaPj8C9gKiaLZZWlBzWuvi9R8rfv3w7RpE/e8+qWXKaICAI7z51G/fDn3vO79DyiCBZCm2NWv8jYpzWvW0AQLANxu1LzyCqfks54+LSJYAND45ZewnTvH7bfmtdfEuA8eRPMGXllc/fIrYtzl5aj/+GMe9wcfUAQLIMrEGgFu0y+/0AQL4Gwl3Mz+rWfPiggWADR+8w2sZwn5dre1SdoltB4+DJOgUXXNy69QBAsAHBUVqP+QP3/Xf/QRRbAAYuNR/Qp/q7t5/QaaYDG4a157nVMgWvPyRAQLAJpWroI1N1e0/a8aAddcg07btiL+888R/frriP/8c3TatvVPryvbuXPnJRMs4CJJ1n333YePPvoIr776KrKzs5GdnY1XX30Vn3zyyZ9v4VC8R+w1xUYBI9luLAKaSmRydvKPC3fJ5Aik34U7pXOaS4GGgvZz3E6gmPFkKtkrJn3cGCzuYoK9vZz2xusQ7jKgLr/9HI8LKNpNHpfslW/szI7XXEb8xS4WU0c+m7mC9waTxe0W4N4nJk/e4zWXE0IlFQLc+yukZfDC7fsrpXNq22qvWjhcgZD7ThqsDZyFg9x34oGHe39VYTOcNuki17JcYpFgtThE/ld8Du+xdl7wWBgV+U1wMRYO53OlbResFgdqy4hVipx9AQC07COvWY8f4y62opy9xL/O1dwM6+nTMvvhPe7kxms7coQjUHI5ruZmzmOrfdxkvLYTJ+C2SM8lm+OyWET+V1K4W/fJ4M7O5ghUi0yO22TirCfkckS4zdJWNmyOu7WVs1doD7fcPFmPHYfL0sLk7JPMcZvNnPVEawfm++8SCpUKvv37wTh5Enz79+NaNf0dQ1pfeoH45ptvsHLlSkyYwNfq9OrVC3Fxcbjxxhvx/vvvt/Puyxze/fGkXtMbifrMI+EhImw9YwgkRpfe4SOoj5AbT6Hkbzt2BFOHcasIyRHleGHyNlr1HkN2PAU/B5eKW9jfUKmWJr/ec+m9cug9Rnu4WbHDJc83i9tPHrfg/UadEfVWMW6jjq9rMWqNotc78trVuLgQzr3ca+1+J0yOzldeBs++ptYqodIouZUmYeh91YJ8NcwSHEqrV0HJqAvbG0/PvOZdLyUM9jVlB3IUej0UOp3I+JPkBFL5DgnzSqWvL6cu7AimS88hmJRaLRQGg2glCwBV26QMNAISv6WVPj7c7dL2xlP+IdyB8jmsGEGjgcLHR7SS5T2G3HgKgwFKnbYD43XgGPCqAbsaf15c1EqWTqdDooR8NSkpCdo/248jeQQQmCDertLxCjzfUKCrtKQevefzj7Nukc4RtmYRPhZGl/GAH6M06XU9oJaQgRvjeRVg4jCi7msPt08wkCpTtCjE0ftScI/jWwb1mg2oDeKcgFigE6MCTBhCmmaLcGt53IYgIFWmfyWFqQO4M8W9wAAQKwy2QD5tFqDxEef4RwOdmKLmhEHi5t8AqadjceuNQI9rxTlemGZ0niGZMrPzTO6xUI0ojEHRgxDlFyX52tW4+JjReYakx1nfyL6IDyAFxOOTxsNX4yvKCdYHY0TcCABARGIAQmL9RDlKpQKpA8n3ptaq0KWvtD1D9yG82KSH4LEwUgdHcwKh1MFRkLJmi+pkRGAEOaYDJoyH0k+MSRUUBP8xjIVDjx4i9R1JUsE4kxyvSp0ORpm+soGzrhM8lrZNMc6Ywa0oBM68Ttz3FaRJti6FnB/8x42D0l/cp1EVGMhbOKSmipo6s7gDGdwKrVbUHJnDKqijCpLDPX06Rw6NM2dI405P5/ou+l9zjSRhURqNvIVD1y7Qp/cS5UCphJGpSVNoNAicPl0ad0fme/o0jhwGzrhWErc+LY3ruxgwdqwkYVMGBBAbkKvxfxIXRbLuvfdePPfcc7AJfhHZbDa88MILuPfeey8buA6FUkX64YULVFt+kcD1X/K+VQCxFBDaBWj9gWteADoLlEVDHiRqM7YZsFJNSNgQQSf5TmOAcS+R97ORMopYLbAREA1c/xXgL7iYhqUCc7/jlWxKJek/GC6Q9/pFkgL6QIGqZMoynigAgNYPGPsc0FVQPD1oMbGVYM0WlWpCCoYtEWAcCYx/hfT9YyN5BDBNYD3hHwnc8BUhJxzubgxugTHgnFWkeTaHO4IU0Acl8tsmv8l7a7G4xzxNK/4G3gv0u53HrVCRHonDHxNgHA5MeI3GnTQcuFZQ2+UfAdzwNRAgUD+FdiG4WfNThYL0qYwUqEB9w4k9hbBJ9qQ3CGFmQ+NLLCW68yf5ed3nYW7qXKiZ40SlUGFayjTclXEXl9M3si+e7P8k/DX8cdIvsh9eHHLVwuFKREZ4Bp4a+BT8BX+XWeFZlIWDUWfE26PeRpQv/3eZEJBA9aUEgIl3piE8gd+PwV+DMQu6IziaJ2hDZndGcmYYR5DUGiX6TkqkfLJ6DItBxth4TpWoUBDvrAHTeS/ByCQjRt7UDToffgUsqpMR427j/75UAQGIe/89aKL5v0tNQjziPvwASoHNQOxbb3OeSQAhYdGvvEI1bY741+OEKLBmqHo9Qu++C8Zp07icwNmzEHLbQspUM2DSJIQ/zJ8HDWk9EfX889RF3ZCVhZg3+TY6Kn9/xH3wPjQx/N+lJp7BLbAZiH1rGUVYVIGBiH7pRappc8Rjj8F//Hget06HkDvvoIrsA6+7DiGLFvFeUUolAiZOQPij/HnQ0KMHol54gcadkYGYpXw9pcrPF3Hvv0/5jmni4hD3wftcn0QAiF26lBMCsLijXnwBBoFlQ/iSRxAwcQJv4qrTIeT22ylyGDjjWoTceQeF23/CeEQ8youk9KmpiH75JWpFSp/eC7HLlnLPlb6+iPvwA2gEIjRNbCyDW0zSr8afExd1uzA7Oxvbtm1DbGws0pmD7NixY7Db7Rg9ejRmzOB/6f/4o0Qh9eWO0C5A/zuAQ5+SFjA9ZorNR32CSRNjpw0wVxJzSqE6DSCErfd8wFILVJ8iVgi9bxVbE3SfRmqOCncSgtH/Tvo2GEDMSXvfSgqy1XpC3kK70jmhXYABd5KidEcr0P1aIJH2X4IhiOzfYQXM5Qxur1USCvcJQugkrAnQfSqpvyrcweP29TJVpHDryH7DvH4hh3Qi7z20HHC0MLi9TFMNgeQ7cVgB03nyes+ZdI5SSVazzDVA9XFC6PosFLuzp04htVIF28lqYf87yeqkMOIGAH1uBU6sJquBvW+hiTdAyFT/O4GDywGHBUidTuZTGHojwW1vA0xlZOWu53VUilKhxIzOM1DXWofchlwkG5NxfdfrRY7io+JHoaC5APvK9yHEEII5qXMQYqDn2+q04uvcr7GtdBvUSjUmJk3ErC6zoPK28fj/PAqaCrDi5AqcbTyLeP943NzjZqSHpVM5I+JGoKCpAL+d/w1B+iDc1P0mhPnQxoWZIVl40f9D7C09BCVUGBbXF6lBtMQ/INSAXqPicHxHGextTiSlhyEulf771urVSBsRC7vVCXO9FVHJRnQdQFt4KBQKpA6KgqXJhtoSEwLDDeg5PBZqDf3dJqaFoqHcguKT9TD4adBrZBx8A2lTSV1Gb5gf/QQVWw8ASgVixw2AtgeNWxsbA/vDy1C07hDcZhNCh/RG/Eh61Vnp4wPFPU+jLGYqbOUV8O+Visip9N+JQqGAccYM2KuqYD1xEtqEBATNnQOllxO234jhsOWdhWXnLqgCjQiedxM0kfQc6NPSEDh3Lkw//QQoFDDOuJYzK2VDEx2N4Hk3owFfwN1sgt+oUfAdSp9PlAYDgufOgdtigb2sDIaMdIoYsmG89lrYqyphPX4C2rg4BM2dK4M7D5YdO6A0BiBo3k3QRNGry4aePRA4dw5MP/0MAAi4djpFngBAExWFoJvnwfOFh+AeORJ+w2mfRaXBgKA5c+AymWEvK4O+VxqMEqtbxmnT4KisRFvOMWjj4hA8Zw5FoAHAd+hQGGechWX7diiNAQiedzNFvAHiCxY0dw6af/wJ8HgQcO21MEitFF6NPy0uysLh1ltv7XDuihUrRNsuuwR07WK60TNAHMEXbOIv2Ic/BdY9SOf4RQK37+R9sEoPAJ9PoQukVTrg5jVAwkDy3FwFfDSCEDVhTHqDMSkFUb2tmACcP0jnZM4Dpr3DP1/3IMEljOgsYhfArsAc+Rz4xUtM4BcBLNrB3y4rOwR8PhlwCpqVqrTAvJ+BRIZsmqsZ3BX0via8BvS/nTx2u4AVE4EyrwLhjLm02er6R4jKUhhRGcDCLYSYAcRna809dI5vGMEdyPzSOn+E2DM4BbUWKi1w0w88+bHUEtym8/S+xr9CCCqL+7PJQKlXcWevG4AZAtPSjY/R6kYAiOwFLPyVeJkBQM63wM93ARD8WfiEArfv4FYYT9Wdwq2bb0WbALdaqcb7Y97HgKgBAEjB9Q3rbkBlC32cLOmzBDf3ILce3R43Fm5eiMPVh6mciUkT8cqwV3A1SJxpOIObN95Mz7dCjXdGv4PBMeT4brY14/p116PcQqu0Hsh6AAvTFgIgXlNrl+Xg/Bm6ID0lKwzjb+dXOPf9eA7ZW0qpnOBoX1z3eB9otIQg5R+uxpZPTlGHic5Xjese64PAcLJKU3fegh9fOwKHoJBeqVRgwl1pSEwjPxKsLQ6sfvkwTLV0vVH/acnoMyGRe772rRyUnaYLvJIzwzDhDh737z8X4OgmuigpKMoX1z3WG1o9+cF17kgNtiw/SYnidD4Mbub2pDUvDyU3zoG7pYVPUqkQ+87b8B9Jyh1cZjOKr5sFewk9Xuji+xB2993c89Lbb0fL7t+oHL/RoxH3Ln8erFm2DPXv03+X2uRkJH73HbdyZNqyBeUPPEj15lP6+yNx1UromC4jtnPnUHzDjXQhvUqF2LeWcc74LouF4C4upnHfey/C7uXPV2V33Ek11gYAvxEjEPcBX29c+/Y7qHv3XSpHm5iIxO9XcytH5m3bcP6+xTRuPz8krvwWuk7EHNtWWIji62+gC+mVSuIJxdxWdVlaUDx7NuyMmpTDffddCBOIzcruvgeW7XSfQ9/hwxD/4Ye4XHGlLRz+aXFRtwvfe+89vPPOO1ixYgVWrFiB//73v0hPT8cNN9zAbWP/XfGoLwCOfiHeXn6Yb/7stBMTUu+wVFHSfOx8UaxAc9loy4IDH4gJFkDsGJyM6u7sejHBAgjxYJsxNxYTewLvqDgK5K5lxnZI2yVYqr1wv0QTLIAoAIWf+eBHYoLFvtfBvPfsRjHBAoCcr/lmzI0lwOFPxDmVOcCpn5mxnWLfMgBoqQV+F5yUdr1MEywp3Ic+FhMsDjfz3rzNYoIFAMdXEkNUAGg+Dxz8WJxTdZy3rXC7GNsLr98drXXAPv6i8MGxD6gLPgA43U68k83nrDq7SkSwAOCD4/x795TvEREsANhQtAFnG/7kHqB/4fjw2Ifi+fY48VY2311idd5qEcECgI9PfIwWByEL53MbRQQLAAqO1qKmhAheWk12HNsmLvpuqGjB2f3Et8fj8WD/mkLRYWJrcSJ7M086Dm8opggWALjdHhxYy18oT++pEBEsADi6qQT2NiLAOH+mQUSwAKAwuxbVRQR3m9mOnK2lopzGSm/cBaKezbZWJ44IcNd/8CFNsADA5ULtm0u5p02rvxcRLACo/3g5XCaCqeXgQRHBAkiT5tZs0kDe2diIhk8+FeXYCwvR/BNvt1G7dJmo+bHbbKasEOo+/EisVHS5UCuQ4Tf/8IOIYAFA/fLlcDUTK43WI0dEBAsALDt3opWxrXA1NVG2Fxzu4mI0//AD97zmzTfFuC0W1H0ksHD48COxUtHtJp+Zxf3TTyKCBQD1n3wKZyM5pluPZosIFgC07NqNloMS16Or8afERZGsadOm4csvvwQANDU1YcCAAXjjjTcwffr0P1dZCADlRyE623GvMX4oTaXkAt9eDkBWVi6YI74oAiAX4sZiJueQdA48/L7Kj0irHYVjNJcRQtVeTnuYyoU5MpjaGnibCFnc4HFXZMvjZscznZcmoh3FdL4DOdYmQrC99ym3r4psaZWmMMdUQdzppUIwhrcfExsn6niZ+fFa6Ryz3Yzi5uJ2c7z39f97yM336frTnOeY3Fy2OFpQ0ESOk6qiZskcABxZqS01w+2SPp9UF5Mcq8UhSYyEOeSx9Hh1ZRa4nG5qXO9w2FxoqGxhcEvnCMeoLTPD7Wwft63VieYaGdyCMeRsB2x5eXBbre3meNraYMvPbzcHAKzHyfdlO3MGHru0JUwbk+MymyUJhjCnXdz55zh7C1ncViusZ8kPm7Ycedxtx8h41rN5kipNYY7L0gL7ObHnGkDsGS6E215QABdDGmVx22ywsbiPX3i+r8afHxdFso4ePYqhzD3z77//HhERESgpKcEXX3zx5/cuNMZe+DXfULqvndz7vdu5SObIjKfSksbIAGBsx/2efX9HcnxCpVWKHcUkLASXG0+pIbcf29uP8LWO5PiESqsUvd8vty/h9yCXo1TzqsgAme9N+P6O5PgES6sUvd7v3T6HDWFBtfCxMFQKFVcnJLef9t7//2PIzVO4IZwTH8jlKBVKhPsQ1a9c42cA8GNe8wuWOU8A8A8ir2kNamj10jVzfoIx/IOkx/MJ0HLF8LLjKcDVZbWLmxmjvRz2NY1eRRXY0zk8Du/6JDZUISFccbZcDhQKqCMimRxpdSVA+jMCxMlbLtgxlAaDrM2BEIcs7qAgru+juh3c7Ps10fJ/e+xrmkhpdakwR2nQy1onCHHIjacyGrm6LNn5Brg6OE2kfI7s574aVzwuimS1trbCn5HmbtmyBTNmzIBSqcSAAQNQIrGEfEUjYSCpB/IOQxCxUgBIEXbGjeIchYqo29gYcJc4ByDF0mz0W8SrD4XR63reS6nXbNrHio3IXnyNVFw/Un/lHfpA0gsQIP3yhA2V/yhu4fZ+t8njZov202bRDZTZiEjjC9tj+wCxfcU5eiOQzjSZ1fkBWRLWCwol06SaxXe3OAdgGkIzIVRNCiNtFl/8njaL1Ht5R3h3oqAEgJgsUhzvHTojP8daX2lbCYWSFMMzcVPqTeIcAHNT+e/q+q7XcwRAGOOTxiPUQHBPSJqAEL14vlOMKRgYPVByjP8fY16qtI3H3O70fGuVYvuYMfFjOAKW0jscvkZxjjHcgISe5HsIifZDbDexp5pGp0LqYEIaVGol1QiaCwXQayT/o6DXKOkfNr1G8Tk9h8WIeiICQHJGGEeOUjLD4BckJmPGMAMS0wjuoEhfxHUXn3PUOhWxiQCgUinRc5j0jw0h1qBbpO1egm+ay1lPBF4/m1fDCcJv1Ciux6H/2DGSF3dNXBxX26VLSoLvsKGiHIXBgMDZxNpAoVYjaO4cUQ4ABN3MHxvBMriD5s6FglH3Bc2eTTXa5nCPGAEto8rzGz1aVFAOkDY+/qNGAQC0CQnwGzFCjFuvRyDT5kahUiHoJulzRbAAd9A86eM7aO5c3jJj9iyqYTUbvsOHQcvYKfmPGkkpItlQR0dxlhlX48+PiyJZnTp1ws8//4yysjJs3rwZ1zDeITU1Nf83hXBzviM9/xTMr8vYfqRYXaj4m/AqISbsSkVwCrFLiO3D5/SeD1zzPH/B9g0jdgl9F/I5Mb2B2V8QhR1A9td3ETCR7z4PQxAZn72oK5RA10nA3NVeuFcR5RyHuy9w88+04m/8S4Tksf4+wSnEdiCe7/SOrHnEVsKX8enyCQXGPEMIIRvRmcRWgvWKUhuIkm+SEHcgcPNaojDkcE8kuIWNv2/4lvhgsbhj+gDzfuJX8gBij9H/LgHuZOC6FbyAACCNvMe/wq+k+YQAo//LF7QDQFQ6wR3aRYB7AbGIYEMfQOY7fhCPu8t4UkBP4f4G6D6dJ5sxvQluf8Gv0mueI02xtYzkOSgRmLmcUn1OSZmCx/s9zpGlQF0gFmcuxrzu/Mmya3BXLBu5DMlGUpSrU+lwXZfr8N+BfM9HX40vll+zHL0jSJNXpUKJYbHD8MHYD6BUXNSf5j8yxieNx38G/AfhBnJ8G3VG3J1xN27twQtwUgJT8Paot9EpkPxdapVaXNvpWjw3mG+lpNGqMO3BTMR0DSQbFEB8jxBMvT+DMwcFgHGLeqJz3wgoVWRbWLw/ptyXTq0W9Z+ajMxr4rkVLf8QPcbM74747vzfbqfe4Rg+pyu3IqXzUaPvpERkjeN9/YIifTHpnl6cPYRKrUS3QVEYfQuv6FVrVZh6fwZiugbxuLsHE9wq/jgZd1sPdOnH4w6N88OUe9MREMJfnPtNTUbWuAQed7Aeo+enIqEHjztg7FhEPvcst8qkDAhA6N13I+QO/oeGLikJcR9+AF1XophWaLUwXnstogWtYJQ6HRJWfAqfgex5UAHfwYMR/+knnP8TAMS88QYCpk4BmG261FTEffgB1dg59J57EHLHHZzvljo6ClEvvgh/AdHxHzUKUS88zxE7ZUAAQu66E6F38z/atAkJiPtAgFujgXHaNES/9iqPW6tF/IpP4TtoIDl/KBTwHTQI8Ss+pZptR7/+GozTpnKfRdetG+I+/BBaQWPn0LvvQshdd0LJXBfVUVGIeuF5jqwBgP/IkYh68UUet78/Qu64A6H38D9CtXFxZL5TUzncAVOnIOZ1/vytYHEPHszh9hk4AAmffipqWv1XD7fbg/Kzjcg7VIXys41wuy+pxfIF4+mnn4ZCoaD+dRNYiFxKXJSFw1NPPYU5c+bgwQcfxOjRozFwILlwbtmyBZlMI84/NXT+5CLuE0IKqYOTCdEQhkpLCIpfBKlzCkqUvoUUnExurdksxIQzOFmcExANBCaSGh6/cJKj9vpV5xtKttecIrf8QpJprycOdwqN23tFRq0j2/0jiLIxMEH6FlpwEoPbTF6Xwx2cROqO/MKJpYH37UifEPLe6lP82HoJ3CEp5DPaWxnc4V64tSTHP5LUZ10It9XU/nwHJZHidd8wZr69cTPzXX2S/66951vryx8b9hby2M9rvlUa8l35R5LvNzCRmMh6xVxVGK43qdBY24DA4EBoVKGinGHqYAxrNaCusgm+hiAYkgIBJX2cBOoDkRCQgLzGPKgUKsT7x1NeT/8/xOq81fjq9FeoaqlCWlga7sm4B5nh9Hkk1i8W0X7RMNvNiPSJRIJ/AreqwkaYTxji/ONQbilHoC4Q8QHx0HmVCeh9NTCG+aC2zAylUgFjuAE6H3qlVKNTwRhugMFfA3ubE8YwA3y8VsCUKiUCw33gE6iDu8EK/xC95C07Y6gB/iE6WFsd8A3SwRjuIySgA2cAAQAASURBVMLta9TBGGaAqb4Nel8NAsMNUGvp25F6Pw2M4QbUlZmhUALGcB/RrT+1TgVjmBC3jxg385l9g3Rw1VvhH6pDQIgYtyVtNE5MTERzYSV8IkOR0T8ZYV5mmOqwMGjj42AvK4MqIADahHgoDfS+lEYjtAkJsJ46DSgU0CbEQ+X1Q1yp10ObkABVSDDcJjO08fFcs2o2FCoV2R4eDrvTCU10DOW/xYYmJgaa6Gg4m5qgDg+HNiGBW8XicIeHQZuQAHtZGZQB/tAkxItsHlRGIzQJCVCeIm2INAnxoluWSr2e5LSHW6mENj6B4HY4oImOhiZGfB7UxJDPQ+H2aiVD5jse9pISKAP8oU1IENk8sN9D28mTgMdDctpxgv8rRkF2DX5blU/1/fQN1GHo9Z2RkhnezjsvLXr06IGtW7dyz9Xqi6JHorgoCwcAqKqqQmVlJdLT06FkDuKDBw8iICDgggzwsktAv54F5G+htwUlAnf9DmiZlasdL5IGzcLQ+BILhzBmleTMemDlXNCF9ApibJo6hTytOwd8NBywe6lYhj4CjGY6tDvagPcGivsOdhpDVlfY+OYG0lhZGIHxBLeOWUnZ+QpRPVK4fYgVQjgzz2c3Ad/eAJEAYNbnvBdYfQHw4XDA7qViGfIQMOa/PO73B/M9GNlIHklW2NhYOZc0shaGMR64ex8hYABpKu2tMFQbgEXbgQjGJyf/V/LdeeO+7lPeU6uhkOD2bnc0+H5g7LPksdNGcNfn0zlJw4BbfuGfr5rHKzfZCIgluNmWSL/9D9j2jBj3bVuBSMZv5txWgttbADDzEyCN8dRqLAY+GAbYvIqfB94LjCOKUYfLget+uQ6FzXRRb5+IPlgx/k9Q5v4F4vNTn+P1w69T27RKLb6c+CW6h5Dj5EDlAdzx6x1weQkXXhjyAqamEJPYqpYqzFw7EyY7fZzM6TYH/+r/LwCA2+XGdy8eQn05rZyLTDZi5qO9uee/rjiFvAO04MTHqMWN/+kPvR8hZMe2lWHPavp4U6oVmLmkN8ITyDmt/Gwj1izLgcfrV/iom7shdRC5HWVptGHV8wdhbaH7mPYcHoPhN5LVFrfbg+9eOIT6cvqcE5EUgJmP9uZI29bPTnNKQg53gBY3PNUPBj9Cto7vKMNvq8S4ZzzcGxFJBHdFfhPWvJktWj0YeVM3ztHeUV2DounT4Wqk1ZqB11+PqGeeBgB4XC4UXTcLNq/mxPpevZC4aiWHu+LfT6DZy09RFRKC5LVroA4hK2wN33yD6me9GrxrNEj88gsYMjIAAK1Hj6Lk5lsAJ90WK/LppxF0AykdcdbWonDadLgaaLVm4KxZiHqOnE88bjeKZ83mejByuHv0QOLq7zjSVvmf/4gad6uCg5G85meObDWuXIWqp5+mcavVSPjic/hkkXKR1uxsgttBHwOR/30KQTeS0hFnXR3BXU+38zLOnIHoF17gcV9/g6jPo657KpK+/15ENi82rqSFQ0F2DTZ9eFL29fF39LwiROvpp5/Gzz//jJycnMu+74ue9cjISGRmZnIECwD69et32ZbYOhyVx8UECyAXuZPMH4C9Bfj9PXGOowU4IFBD/vYGxEpFD7OdiQPviwkWQKwdbMz2kz9IN3Y+txWoyCGPq0+JCRZAlJAnmNuKjjba8oDD3UpbOEjihhfuD8UEi91uY7af+llMsABiXsqqC2tyxQQLIA2yj69i8FmBfW+Lc5xtwH7B55HFzbtG4+DH0v0kD34MWJt53N4ECyDNocsYdWJtnphgAUQJeYzB7bQB+ySEG06v7+G3N6UVlsL5PvixmGABxHi2rQkA8GvJryKCBQCHqw8juyZb/N5/WDjdTnx6UkK+77bj81O8793yE8tFBAsAPj7OW3KsPLNSRLAAskrWaCVEoOhYnYhgAaQp9PmzJMdU14a8g2JFb2uzHbn7iGLW7fbgqMDygA2304PsX3kbhaObS0QECwAOb+Tfe3L3eRHBAoi1Q5uZqO6Kj9eJCBZAFIEc7vo25B2oEuW0muzI3cvjPrJJDje//ejmEsnbM4c3FnOPm1atEhEsAGj64Qc4a4mS27Jrt4hgAUTpxjatdlRWovnnn0U5rvp6jsB43G7UfyRhv+JwoP4T3k6m/uPlIoIFAPUffQR2LaHxu+9EBAsAmn76CY6aGgBAy2+/iQgWAFhPnULLnj1k6OoaNP34kyjH1dCAxtXk/O3xeFD3kYQ/ldOJ+uUC3J98IiJYAFD30cfwMPYPTd9/LyJYAND88xo4qsj33rJ3r2QjbdvpXElLir9auN0e0Q8A79jzXf4Vu3WYn5+P6OhoJCcnY+7cuSgtFVuiXEz8/Qs/as/Iv1bDvGaqkCYYwhyA94ISjSHYXiMznt3Cy/9rxCcWfl9nOp5jqpC+UHtjkpsDKkdmPEcL0FTWfg7Af+725psdz1zJE6D2MMnNgXAMuRxHKyGkF8SU24Ec5jVLNdAmvnCI3i83T1SOzHjONs7qo6BZWt4NgLMd+CdHo7URDVaJDsqgP39hk7R8v9hUzFk4yM2lw+1AmZkc36wlgiQW5rWGyhZZR5iGSkJ0rBYHWk3StgMNFS2CfOnxTLVtnIWDMF8YbpcHTYzdglyO8LWmqlaR/5V3jr3VidZmGdyVraJ87zDXW+G0E7JrO3dOejCnk/PPks0BYDtHLqb2oiKRjxSfQ97vtljgrBITSJJTIMr3DkdFBdekuV3cRcUXxp1/jsftkraEYW0b3C0tcFZIW9nYCvgx7PnS4zkrKzm/MptMDlwuggX0XIgwFfz1zyeV+U3ULUKpsDTaUJnfdNnH7t+/Pz777DNs2rQJ77//PoqKijB06FCYvf3LLiL+/iQrrJ2VM/Z2WkA03WtQKgcAwrpK5wi3h8uMp/Xja7zCJRq1cvvq1vGcgGiifrsQJrk5oHJkxtP48g7scjkA/7nbm292PP8oopK8ECa5ORCOIZej8eF7PLaLKbUDOcxrfhG8QrQ9THLzROXIjKc2cD0eU4wSjbaZSAmUf+2fEkH6IATrJVS4oD9/cqBEnR6AxIBETsEpN5capQZx/uT4Do4SN4fmsDCvBUf5SjZsJq+RW/h6Pw18AqQLiYX9DeXGCwgzcIpCYb4wlCoFjGGGdnOErwVG+kAhh5vJ0fqoRTVaPFYfUb53+IfouVox1q1cFGo1tAkJ7ecA0HUiAhxtUpJk42Ph+5V+frJWD7pOKaJ879BER0PB9EpsFzej0msXd2dGWJGUCHjVTLGhZTApfX2hlrFn0KXwY2g7S4+njoqC0teXGlcUKhWZQ9BzIcKU8tc/n7SY2idYfzTvj8SECRMwa9Ys9OrVC+PGjcOGDRvQ1NSE77777pL3/fcnWVG96AbKbAQl8nU9Wl9pmwONL20XMPRhSJ5hhz7MP+5/F688E0b/O/k6qp4zSaG2d3QaA0RnkMcRPehGxGwExhNLAgDQGICBEjYHGh/a/qBDuO+QJpr9b+frqHpMly48Tx5JlHgAIT1dJ4lzjHG8ZYZGT2qPvENtIMo9NoY8JIP7If5xv0XiAnZ2O1tH1WM6r/YURtIwII6xmwjrwtfVCSMgFkhncKt1wKD7JHDrgYEC3EMfJApGEW7BfPdbJE2Q+y4kKk4AYxPGIskoPk76RPQRFX7/E0OtVFMKQTa0Si1u6cFbaSxMWwiVQnxBuy3tNu7xDd1uQIBWfJzM6jILQXpCnJPSQyUJRGRyAGIZ5V5AqAFd+oo9kHyMWqQOYtRfSgUyrxGLIZRqBTLH8tuzxiVAoRQf373H8+rCnsNiofMVF9h2HxLNEbnEXqEIiRGfcyKSBLhDDFRzajYMAVrOwkGpVFDKRho3vz1rXDyltmRD2OYn8PrroQoS/yAJnDmTq0fyGz6MU8MJQ5+WBt/BRAmsiYqS7EGoCglB4CxS36hQKhGy6DZRDjQaBC9YwD0NWXQbIFGsHHL77Vz9V9Ds2dK4r50OTQSp9fEdOlTUXxEgNVm+Q4jKWBMRAeO108W4g4MRNIuxnlAoEHr77aIcqNUIuY1XrIcsXMgpKynci27j6qgCr7sOqhCx3Ytx+jTOJ8t38GDoJfoU6rqninoq/hXDN0Deo+5i8i4lAgMD0aVLF5xrZ1Wzo3HRhe+XEpe9cM7eStqsHFtJbsd0nQSMfoo2tfR4SN3UwY+ISi9hEDDyCeKfJIwz60nRdu1ZYhsw7BHxxbkiG9j+AlCyl6x+9LudkDjhT0lTBbDtOeDML+Qi3et6Mp6W/8UIRxuD+1vyuOtEBreX+uTAh+SfuZLYK4x8AojtTeec2cDgPgOEdiYX/O5eJ6+KHNKmp3gPURf2XUTIA4W7krSWyf2FkI5e1wMj/02IKofbyuO2tzC4/8OvLHG4P+LbEMUPYHD3oXPObgJ2v0puC4Z0Iri9G3dXHidF9MV7iBqw722ExAlxm6vIfOeuJbjTZpHxdIKLk8NKxA85XzO4JwCj/gMEeV14Dn5McJsqiJ/ZyCfI/8LI2wzsehWoOU1UlEMeAnrOoHOqTpDjpGg3UWL2XQgMvI/65V7XVoe3jr6FraVboVaoMSl5Eu7NvBe+GvnVi79btDpaYXVZZVetVuetxpenv0RlSyV6hfbCPRn3ICuC/rvcW74X7x97n2sQvaDnAkxKpsl+fmM+3s5+G/sr9yNQF4jZXWfj1h63Us2228x27F9TiIKjNVAoFejcJwL9pyVDZ+Avzi6nG4c3FCN3XwXsbS4k9AxB/2nJXE9CNk7vqUDO1lKYG6yISAxAvynJiO4cSOWUnq7HofXFqCszwxhmQOY1CejanyZD9RUWHFhTiLLcRhj8NOg+NBpZ4xIootNmYXAfqYFCAR63QBnpcrlxZEMxTu+thL3NifgeIRgwLZnrScjh3svgrrciPCEA/aYkIaYLTTzKchtwaH0RakvNCAg1IOuaeHQdQK/K2AoKULt0KSx79kIVGIig62cj5LbboBAQHWdjI2qXLoNp0yYoFAoETJyAsPvvp5R6HocDdR9+hKbVq+E2m+E7dCjCHrgfuiT6B0jTDz+i/tNP4aiogL5nT4Tdcw98B/Snclr270ftO+/CeuoUtLGxCF6wAIFeZMhWWIjapcvQsmcPlAEBCJw9C6G3307hdjU1oWbZMpg2kLrZgIkTEH7//ZS5qMfpRN2HH6Jp9fdwm0zwHTKE4E6mf6g2/fQzGj79FPbz56Hv0QNh994D3wG0Z1/L/gOofecdWE+dgiYmBiELFiBwxrVeuItQu2wZWn77DcoAfwReNwuhd95B425uRi2D2+PxIGD8eIQ9cD/UEsTyYuNKFb673R588e997d4y9AvSYd4LgyR/BFzOsFgsiI+Px9NPP43Fgt6QFxN//5UsgBRuNxQCrfWCx3V0jstOtpurSD1PQ5F0C5WGImIV4GglrzdIFLCbKkhhu6OV1PE0FJCiaWG01JHtNjPQ2kD2413AbbMQTC0C3N7tf5xeuBuLpHv5NRbzuJtlcJsryXZHK2kY3VAoxt1aT5SINhN53FBI7BWEYWdx19GP28XN4JPC3VQmmG+J+htzJTPfLQR3fYG4V2NrAzPfAtze821vITmt9fK4XQ4yRxzuEhncJaTtETffUriryHZHC3OcFIpwN1mbUGouhdluRrO9mXv8T4hmWzOW7FqCwd8OxvBVw3HDuhuQU5ND5TjdTpSaSlHTWgOr04pyS7lkz8dySzkqLZWwOq2obq1GqbkU3r8Pa1trUWYuQ5uzDQ3WBpSaSmHz6kVqbXGguaYVtlYneVzbClsrXXTssLnQXNuGNrODf+xVg+V2udFU04qWJhucdjdM9VaYG7yOSZA6JlLL5Ial0YbmmlYR7tZmO5pr2+C0u9Bq4h9TuC0ONNe0EdytTjTXksfUXNpcaKppQ5vZzuBuFdWOud0eNNe0oaWR4DZ3AHdLkw1NtW2iIn5nbS3sJaXwtLXBVVcHe3EJ3FZ6vt3NzbCXlsDd3AxXczPsJaVcb0Mux2qFvbQEzoYGuFtbYS8thauO/rv0uFywl5bCWVMDT1sbHOXn4agQ92J1lJfDUV5OcqqrYS8t4YrHOdw1tbCXlsLd2gpXfT0cJaVcuyA2XM3NcJSUwG0ywW0ywSGD21FaCld9PYfbWeuF2+2GvaQYjupqBjfBJ8JdUcHhdlZXw15SAo9XzZezToi7gcxrG90myWUywV5cAldzM9wmEzf3f4dQKhUYen3ndnOGzO58RQjWI488gl27dqG4uBj79u3DtddeC5VKhRtvlDAx/4Pxz1jJ+nA4aVAsDEMwcN8R3pD0l/vFDZkVKmDhFn515chnJM87Jr9JDDABorL75BrA7aViyboZmMoo6toagbd7k4u5MKLSgTt2888/HkX3RQRILdN9R3lD0nUPiRsyK1TAgk386srRL4G1ErfnJr7OG5JW5ADLR4txZ94ETGOUc21NDG4v4hGRBtz5G79ytHysuAG23gjce4T3ndqwhKwaUriVwPwNvCFpzjfAzxK3cSe8yjusVx4DPh4NuL3UN+lzgGsZZajVBLydJSao4T2Au/byuD8ZJ26ArTMC9x7iDUk3Pk4rTlnct6zj3fqPrQJ+krgNMP5l/rZ01UngoxFi3L2uB2aQeWlxtGDSj5NQb6WPkxRjCn6c9uPf3pB04eaFOFhFHye+Gl/8PO1nzoX9jcNv4LNTn1E5Cijw0TUfYUAU+bW/qWgTluxeItr/Q70fwq09ye3GgqYCzP5lNuxumlSMSxyH14cTiwiH3YWvn9ov+qUcGOGDG5/qxxl7rlmaLWokrdGpcON/+3NeWL//dA5HN3upjxTA1PsyOOf1c0dqsPljsRx9wPRk9B6fCABorGrBqucPcYXwbKRkhmH8HWkAAKfdha//ux+WRhq3McyAOU/353CvfStH1EharVPhxqf6cYak+38ukFQYTr4vnTMkLcyuxcYPxSq1/lOT0WciwW0rKkLR9GtF/fv8xoxG3DukUbrbZkPBhAmi4m9NXBxSNqznTDxLb79d1EhaYTAg+Ze1nCFp7Vtvoe49cV/c2A/e5wxJzdu34/zd94hyQu+7F2H3kO320lIUTp0Gjxep8hs1CnHvkfOg225H4fgJIhKniYlBysYNnCFp2Z13wbJzJ41br0fy2jWcIWntO++i7p134B2x773LGZKad+7E+TvF58HQe+5B2H3kvG4vKyO4vUiV3/DhiPvwAwCAx25HwcRJcJynfxSqo6OQsmnTZTMkvZIWDoC0T5ZfkA5DZl85n6wbbrgBu3fvRn19PcLCwjBkyBC88MILSLkMtWx/77M4AJT8LiZYAGl8zFoKtDUBOd+Kczwumgjsl2luLdx+8GMxUQHIrUpWmXb8OzHBAghhKN5LHpcdFBMsgDQ+PsZgtZrIrS0p3AcE0mA53Ac+6ADuVWQVCCDWEd4ECwCqTwDFzEnw/GExwQKImvDYN+SxzUKInwi3GzgoxC1hqwHQn+fQcjFRAYAT3/GrUCdWSzcArzkFFO4kj8uPigkWQNSb7BzbW4Cjn4tzOoxbsF0W9/eAhUjFNxZtFBEsgCjlfq/4XXqMv0mcbTgrIlgAIZY/n/sZAGB32bE6b7UoxwMPvs7lj/svcyWOJQBfnf6Ke7zq7CoRwQKITUZVC1GmFRypkbwV0VTditJT5G+gvsIiIlgAWd3K3Usuui6nGyd3SayCe4BjO8q4p8e3l4lzABzfzl8ET+4uFxEsACjIqeVWmAqya0UECwCaa9tQfIIcP41VLSKCBZDVLdbCweVy4+Ru6QboQqzH5HDvKONW4ZpWfSfZINmybTvs58kY5l+3SqrrHGVlMO/YAYCQNW+CBZBG003fMVYITicav/5GElPjF/yx0fD5F9I5X33NrWY1rlolIlgAYNmxA/ayMuYzbJNdJTNv3w6AkDVvggWQRtNNTLG0x+VC41dfiXIAoOFLHnfjF3K4v+JWs5q+Wy0iWABg2bUL9uJiAIB5+w4RwQIAZ0UlzL/+KjnGXzFSMsNx84uDMP3BTIxd2B3TH8zEvBcGXVEj0pUrV6KiogI2mw3nz5/HypUrLwvBAv4JJEvqVo73ay11gEvmPq/w/c3SJyA6R2Y8lx2wMBf6ZumTFPX+juS01olvi/0RTFSOzHhuB7mV1d5+hK91JKe1jtTGXRBTR3DL5Lid5HYcIH3b1/v9HclpbSC3/y4WU0dyPC5y+xPgLv5SIXXL7O8U7X029jWT3YQWh7RdgPD9cvuqaavhLBzkctweN2paCamVui3GBvuapUG+HsTMEB17mxN2q7R83yIYw9woPV6ryc4RK9nxPOAIYXu4LcwYHflsDqtLdIuRz7GJ8r2jzeyAy0FwOypljk+PB87qKiZHTFTYcDLvl7NmEI7hbmuDS+aWlxCHHCZXYyNHrJzt4Gbf75CxXRC+5qhsB3cFi9sKV1OTZI6QfMqN52pu5m4Hys43wPlkOarkc2Q/9180lEoFYroGoUvfSMR0DbriNVhXMv7+JCsmC7Kaa1YRFxgv3UBYmAOIi8klc/pI5/iEctJ8yQbKAMHJ7iu6HdzsGMY4vq+fXE57mGKEOTKYDMG8olBuP8J9RWdKK+uEOQGxxMbhYjEJccTIYDIEkYLz9nKE+4rO5HstyuUEREu3WvIeQw53TAe+E72R6x/ZK6yXDGggLTRN9rW/Q3QP6Q61QrotBfvZgvXBiPGTnm/h5+8VKj1P3UO6cxYOcnPpq/Hl7CAik+Tbi7Bu52Hx/lzvP1FOIsnR+2kQECZu1ivMIY+lxwuN8+MsHNhxvUOtU3EWEJEyOcIxwuL8oVS3j1vno4YxXAa3YAy58UJi/DgLB0N6umSOwmCArjM5vg29pHMA4voOkH5/CpnbWAYmR+XvD61XMbl3TnuYdJ07QclYOMji1uuhZ/oZGtLl/y7Z1/Rdu0g2yBbmqPx8OTsH79CnXxi3NiUFKj8i3BF+Tgq3Tsf1YezIfF+NPz/+/iQrJIXUQ3lHTB9eFajWEoWcd/hF0tYOI/4NePU6g0pH1GVs9L9TmkCMeJyMAxB1Y2w/cU7mTUAoYzUQnAT0EcvXEZ1Fmi8DpI+ecGwOdwRt4TDiX+JefiotMPJf/PN+twP+4s7y5L3MZ+46EYjrL87JmMu3HgpK4OvThBGVwasCVWpg1JPiHN8w2gph+OPE1kGEW/Bd9VtESJt3DH+cWFwAQJdxfHNoYfS6gffZMsYSVaJ3RPYCejCqQKWKqA29ya9PqBfuR/lG42woNcAowXfV9zZCkkW4H+MUpkNihqBPhJiMTUyaiK7BMp5tf5MI8wnD3NS5ou2dgzpjYvJEAKQh9n2Z90HhNd+BukDK2uGO9Dtg8DpO1Ao17svk7TZmdZklSdgWpS3ilJqxqUGI7SZWWaVkhXGtcHwCtEgfLf7egqN9OVWgQqHAgGnJosNE56tGpsAioc/ERGh0NLFXKBXoP5UnDN2HREsStt7jE6BlFI+x3YK5Oi9hJGeEceTI4K9FxhixrURQlC+6DhDiThH5ael81OgtwN17QiI0egnc03jcgdfN5PywhBGy6DauN6Fv/37wHTpUlOM3ejR8mB636qAgBC8Un0+0yckwXsur68IeuF/kp0UaKfO1kaF33A6ln5fVhUqFsAce4J4aZ87k/LAo3AsXcopHnz59JC0P/EaMgE9v8iNZFRhIrBe8cSclwThzJvc8/MEHxbj9/Chrh5A7bucaX/NJSvKZWdwzZkgSzZCFCzjloE9WJvwEjafZ8B02FL79JK5HV+NPiX9G4bvbDWR/ARz6lNym6jETGHQvLd8HgLwtwL5lxKYgaRixZ/C2S6g8RqwQqk6RHnvDlvDeVmw0l5MWKoU7SSPhwfeTC70wbBbSiuXk94QA9bkVyJpP/8F5PMDRL0hhu6OVXOwH3cf7VrGR/yuwdylRNSYNI30SA70uBJXHCe7qk8Qsc/gSsnojDFMFsPt1gtsvAhi8mNgYCMPeQnCfWE1w954P9L5VjDv7S9IixtECdL+W4PZuJH1uK7BnKblVlziUzLe3zUPVCWa+TxADz2GP0CuHAPm+fnsDKNhOcA+6F+jm5dVlZ1oNnfiOELWsWwgZFMj34fGQ+quDywGHBeg+ncHtteJwbhuZ7+bzQMJgcgx42zxUnyIWDlXHgdCuJMd7JdRcRVoEndtKLDMG3gukTqZS2pxt+Or0V1hXuA4apQYzO8/E7K6zKdsBNvIa89DqaEWPkB7QqMS+On/FWFuwFt/kfoMWRwvGJozFLT1ugdHLP2x/5X58cuITVFgqkBmRiTvS7kBcAH18n2s8h+XHPkFu7RkkGBOwIGM+MsIzqJy6tjqsOL4Ce8t+R5A+CHPSbsDYBNpDz+lw4fj28zizvwpKJZA6KBppI2K44nE2zu6vxPGd52FvcyE5IxSZ1yRA70vP+fmzjTiyqRjmOiuiUozoPTFRZPPQUNGCwxuLUFNsRmCEAb0nJCEqhf78rSY7jm4uRvGJehj8NEgfHY9Oven6E5fDjWPby3B2fxUUSqDboCikjYiFyhv3gSoc33Ee9jYHktLDkDVOjLv8bCMOM7gjU4zoMyFRZPPQUNmCIxuLUV1kgjHcgD4TEhHVKZCey4YG1H38CUy790AVGIiwm25AwAT6fOK229Hw5Vdo+GUDFAolgqdNQvDcOVzROxvNv6xD3TffwWVqhnHkcIQsvFVkO9By8CDqP/wI9rIyGDIyEHrXnSKbB1thEerefx9tx45Bm5CA0Dtuh08f+oeMs7ER9R8vh2X7dqiMRgTdPA/GSfT5xGO3o+Hrr1G/Zg0AIGTaNATPnStadWtetx61X38FV3MzjCNHIvS220S4Ww8fRt2HH8FeUgJDejpC77oLumQv3EVFqHuPwR0fT3D3pVfMnY2NqF++HJZt26EMCEDwvHkwTqHPJx67HQ3ffIvmH36AB4Bx+nQEz7vpshW9A1e+8P2fFtLr+X+3qMsjnkw1TL+po5+R24hdruFzWhtI8XIx6T0FSw3xkxKuULhdRGF4diOp+WkuJasvEa+T1Rk2cteS4na7mVgCqHXkFpKP4Ndm6e9kX2amLuHgx8TjSuhgXpdPCu+rGQXSkc/JSlZXgUlpWyMpchfiDk4hBEmI++gXDG4HaTfjGwpMSvPC/QshTzaTAHc/XsnI4j68QoD7I+JxFdGDz6k/R+a7mlEgHf2cELpuEwW4m0gOWzBvqSG3JYc8IMDtJgXyZzbwuH1CyOqSkEScWUdEDCxulYasuPmG8jllB4DDn/K1V+x8s02dAWKhcOADQujY+Y5Kp33QrM3kvUWMCtRcTXALDVJZ3Gc3kFq8xhKCO8ob93oiiLA107hZBSaAY7XH8F3ed1xN0bdnv0VmRCa6BfOO8aWmUjyy6xHkNpB2PiH6EDwx4AkRgfirRZm5DF/nfo3T9acBAD/k/4CuwV0xLpH/QdLiaMG3ud/iQOUBeOBBbVst4vzicEf6HVyOx+NB9TYPEneOQ5xzLBRKBerKtXDd5IZKw5OMmiN2BP3YH2NbCdm1nA1Ey202+Br51enqIhNO7irn6o5O7i5HVCcjt5IFkP6Fx3ecR00JsdLI3VeJ0Dh/dO7D37q3W504sfM8KZL3AC3NNviHGtBvMn/x9Hg8OPN7JQqz6+ByumGqa4POR4OweD+oNTyJLj5RhzO/V8HW6kRzTRsUyjJEpRjhGyjAXWzCyd3lMNczuHeVIyolkLo9aapncBebBLj90KUv78vlsLlwYpcAd5MN/iF69J9Cr5Kc3V+JgqO1NO4Efwp3/hkb9tb0hy2OzHfUSSOuGWCDX5AAd2krthZ1gykyEQAQUGDA2POt1K1bc4MVv56ORLVxPmAE9FUaDMmzoatgUd3d1obGb75Fy759TN1XNTTRUQgXrFIBQPPPP8O8ZQs8Nhsc589D5e8Pfc+eUOr5lX7Lrl1o/vFHvl7qKyV8srKgieLvUFQWF2BD9l4060gNmzF7LyYOHoDoLvz521RXi/UHdqDSbQb8ldCfzcbIE9noPoxfTXJbrWj85hu07N0LuN0M7miEP+iFe80aCrfS34/gNvCrnC179qD5Bx5341dfwad3FjTR/B0K6+nTaPzmGziYvntN334Ln8wMrhn11fjz4+9/u9DtAr6ZzRMsgBQWfzePLmRfex9ZUWDDbgY2/xvIF2zb8ya5ULMqPLcTOLKCbGfj3DZg0+N0L8SC7cAagYWCqQJYdRNPVABiWvnNbMDF7ttNnrMECwAsVcB3N/M9+QBiKXFOoAyxW4Bf/0PMMNnY9xZw6GNezeZ2EuLz2+t8TuFOYOOjtHdU4Q5gjYBkmquAlV64a88A31xP4/72Bp5gAaRwfvUtXE8+AMC6B4F8AUa7Bdj6X0Ko2Pj9HUJ8hbizvyQrRGwU7QY2PELjLtpFWz9YaoCVc+ji9rqzzHwz+/Z4CO4qAe6WGmD1rbTH1fqH6cbdjhZg2zOEoLJx4H3yz8Wo2TwuIOcrYOfLfE7xHmD9Q3TvyaLdwE88eWiwNmDx9sVU0XZRcxHu2XoPHAxuj8eDxdsXcwQLAOqt9Xh096Mobi7GXznu33E/R7AA8nkf3/041RT7xQMvYnvZdniYhoFtzja8k/MONhVv4nJO7CxHztYyrljc4/bg7IEqHFjL76eqsBk7vj5DFXZX5Dfh10/584K1xYH17x2nCrubqlux7p1jlC/Vhg9OcAQLIAXfWz89TfX02/NdPgqza7k+h067G4fWFSHvEP9dntpdjuxfS3ncHiDvYDX2r+FxVxeZsOMrGnfluWZs+YTHbWt1YP27xziCBQDNNW1Y/+4xOAS4N35wgiNYAPHW2roil2ouvWd1PgqOCnA73Di8vhhnBc2lT/1WjqObadz5h6rx+098/7uaEhN2fJkLW4sAd0Eztiznz2e2NifWv3ccpjoet6m2DevfOQ6Hjce96cMTqC6icW/7PBd153nc1a+8AvOmTWAbNHpsNtR/8CGafvqZy2n6/nvSDJpVPbrdMG3YgJrX+POg9fRpVP77CaogvS07G+UP8j+i7G2t+OnlZ9Bczc9Jc3UVfnrlWditvKBn3ZsvozKP71FqNZuw6b2lqC4SzNOrrxFDU0bd6LHZUP/hh2j64Qce948/of6DDync5o2bUPPaa/y+c3NR8djjNO5jx3D+gQe55+6WFpTdcSdHsADAcf48yu68Cy4LP5dX48+Nvz/JKtwJNIl9X+C0AsdXksctdWTVQSqOfiZ4LCHf994ul5O3kZPm4/gqaVVgUylvKVC8mxhseofLRmwVALL6lrtOerwjn0s//qM5eZt4ld7x76RVgc1lQME28rhkD1nJEuG2k1UbgKy+5a6VHq8jc0nlSMubkf8rT6KPfyetCjSVkzwAKNlHVjy9w+3g7T2szcCpn6XH68hcUrilbQdQsI1ryL2hcAPaJOa7pq0Gu8+TlbSc2hzJ5sdOtxNrC2Tm+C8Qx2qPIb8xX7Td6XFizTlyC6bV0YqNRRtFOQDwQx5/ETq9R1qldnpvBZ0jUfhQfrYJzbXk2Dh3uBoOCVVgm9mBouPEDqS62IT68+ILkttNVqUA4luVd6haGpMA6ykZ3Ll7KzkrhNN7pXFX5DehqZrBfaRGUs3YZnag6BhRNNeWmlFXJsbtcXuQy+J2uJAnIFNyuOXmO3dfJdxuFnelZEPqyoJmrjF2wdEaSTWjtcWBwhwGd5mZIrQU7n0Eh8duR/Ma6WO9aTVvAdIoeCyM5p9+gsdJcDR9/4NkQ+q2nBzY8snxmndgH6wt4rm0WszIP7CP4C4tRuW5s6Icj8eNkzvIOcfjcKDp55+lcX/HY22Swd308xp4HOTHVtOPP0nith4/DutZgsP066+SKky3yQTz5s2i7Vfjz4m/P8livamkgvV/sjYTryPJHMH725ra309743ncZJwLYWpr6HiOtZmskrSX096+hNtlx/Pwn7sjc9mRHJtZ2pNLmNPevjqK29p0YUx/ZL5tFmlvq45i6shnE7zWbJd3Ym6yNZEcm3xOe6/9X0dHcLc52+CQmW/h+70d2bntbU7uom9tkfneAFgtTiZH5pgEYGPeb2tvP8xrTrubszKQG4vsS3o8uwB3R8br2GeTz7FZeNxOOdyC98vty2F1we1yXxC3rUO4Oz7fbrtd0iMKALWy426SPubcra0cWZGzghDuy2qR77jQZjZdMId9zeNwwNMqbQkjxCGHydPaCrfNzuQ0yeNuJK+15+wuZyVxNa58/P1JVuIQQClTWpYykvwflAQEipUwJGcE/zhZpokmux8ASB4hnRMYT2ql2stRqkkBOEAKqpUyxcvJLO5E6UbTwpz2xusIbmMcqU1rL0ehIgX3AMGtkimiZMczxkk3bO4opo58Nv9oUijfXo5CCSQx32nCILEC03s8YwzpVykVHcHdkRy/SCCcNJ9lHc29Q6lQon8UKUjJDM+EXiWNe2D0QOkx/gKREZ4hUgSyweIOMYSgc5B0G40B0fzcSCkCASCmC++fE5cq3RfR4K9BaBwRwMSmyvRvUxAFHwBEJhuh9lIEssGOoffj9ynO4ceQGy+6cyBXsB4rg1vvp0FYnD81bnvjRSQFiJSMPA4Gt68GYfESTeIBxHULFuV7R1QnI1eTJfed6HzVCEvwF+1TjJu8Fp4YAK2+/flW+flBnyZtaeI7iFcV+wyS/nswZGZytU2+MjnKgABujIS0DFncCb2ImCgypTN0PtL9Rdn3K318ZO0ZhLh9B0pj0qf3gsrPl8mRUE+DKCwNvQhuH5n9AKR59NX4v4m/P8nyjyRyfu9InQKkjCaPlUpgwitiUhPenVgbsDHqKVLALAxDMCPrZ6LvIiDCq9O5UgOMe4lX4CWPFDdnBoBhjwIBTHGlXzhtscBG10lApzHksUJBcHuTmrBuQH8h7v8QmwEKd5AX7oWkPQ6FWw2Me5FX4CUPB3rQTUkJ7kf4Ztu+odK2El0mAJ3H8bjHvyzGHdqVWGCwMfIJsX+ZPpA0yWaj962kEN4b9/iXeNxJQ4Ge14kxDXmIV2H6BEvbSnQeRyssx78stvEI6UxbZoz8F+Dr5T6sNwJjnhbgvoXYWghDoSK4GTFC74jeoibHAHBrj1sR609Ur0adEYuzxA1KB8cMxsi4kaLtf5UI0Abg/ixxi6pB0YMwOn409/yxvo9B5zXf8f7xmN9jPve876Qk+BrpY0mrV2HQDN6DKHVQlMhzSqEABl/XmfOkikwyotsgsf1K+ug4Tl2nNagx6Fqxt1FstyCkZPHH6pDrOkOtoU+fAUwDaAp3IP3ZNHoVBs3kf4B0GxiJyGQp3J24ov7whAB0HyyBe1QcgiLJRVirV5P58LJniOkahE59+GN1yKxOUGu9cIfqkTmOV/32mZBIFa8DpK2QEHfXAZEilaRCAQye2YkjYmHx/ug+VGwbkzYyFsHRAtwzO4lxdwmkhAYRjz8GhYEm7ZroaIQsWsQ9D73zTqij6XlS+PggfAnfkilgyhQY+nipgBUKRDy6hCuOD0tIQvrYifCO9GsmISw+kZkPPYbdtADefhgx3Xqg25AR3PPwxx6DwodWbqqjoyjriZDbb6eK11ncEY89xj03TpooUhtCoUD4kkc4DzB9ly4Imiu2TQm8/nrou3UTbb8adJSXl+Omm25CSEgIDAYD0tLScPjw4Uve7z/DwgEA8n4lBeBOK5Axh3hnecvgq04CO18klgCdxhCFnrddgrkK2P4CKZCO7EmIQIDXCc5mAfYuI4X0/pHE1ynSi8C4XaSIO/trouIbeB/Q1cvmASD72LsMcLSRfnxZN9OKQACoPg3seJ4U1KeMAoY8KI17x4vEUiC8B/FsCvA6wdlbgL1vAflbSK++EU8AUd643UD2VwS7WkfUl942DwBjc7CM1EKl30DsKUS4c4EdL5CG1skjCW5vmwdzNflOKo8R64lRT/KEToh739uk2N8vgnh7RXv9QnS7iT1D9heE3A28h/h+eUfBTiJkcLQAabOJzYM37pozZL6bzwNJI4iy0Bu3pYbMd2UOIb2jnhTbgdhbGdybCKke/jgQQ9tquD1u/FLwC1bnrYZGqcG81HkYlSD2ujlQeQDLTyxHi6MFk5MnY1bXWdDIrYT+SdFsa8ae8j1QKVQYGjuU86MSxsHKg1h+YjksDgsmJU3C7G6zRbiLmovwTvY7KLeUo29kXyzqtQgBWnq+28x2HFxXhOpiE4IifdB/ajLXj48Np92FnG1lKMqphcFfi76TEhHhZUDq8ZCi+VO/VUChBNJHxiElS9yuo5yxZ7C1udClbwR6Do/hyBobjdUtOLi2EKY6K6I7B6L3hESRXUKb2Y6D64tQXWRCUASDO9QLt8OFY9vKUJhdC72fFn0nJ4qMUz0eD/IOVuHU7gpAAfQaEYtOAhLCRkVeIw5vLIGtzYnOfcKJzYMX7qbqFhxYW4TmujZEdwpEn4kSuC12HFpfhKpCEwLDDRgwLUUS9/Ht51GQXQO9rwZ9JiUiKjlQhCnvYBVpQ6QA0kbEUuSJw32uCYc3FMPW6kCn3hHoNSKWUo4CgK2kBOc/+BL2sjL4ZqYjZuEcqALp8ZyNjahY/jVajp2ANj4OcXfdAm0cbQfitttR/c3XaPx1K1SBRsTcdhv8MsXquzP7diNnM6mJzRg3Gd0GDRPllJ89hf0/fAerxYzOAwYja8JUqL3sKWylpSh7713YS0vhm5GJmEWLRDYPrqYmlC//Gi05x6GNi0PsnfOg8/Ihc9vtqFn5Ixp/3QWVMQDRC26EX1aGCFPzxo1o/OprwONB0Jw5ME4W/5C7lPgzLBzcbhfKc0/B0tQIv8AgxKT2gFLC1uZyRWNjIzIzMzFy5EjcddddCAsLQ35+PlJSUi65vc4/w8KhaDfw0yK+DqYyh9QyCc0nG4qIAo4t2q7IJv0FJ73B/xqxtxD1F1ucXplNiupv+Jb23Nr6NOlNx1as1p4Fbvqed04HSBH0xsf5dj5VJ4DZX9C3JIv3AD8s4muCKo8R3P34X2doLCGKw3qmiLgih9T+TH5TgLuVqO0KtvOfrakEuPFbmoxtfYbp1cjgrjkD3PQD75wOEHK1YYkA93Fg1uf0rbCSfcAPt/G4K3KI+nCAYJWqqYzMd91ZwXzXAVPeonGvuZtXfXK4V9KkZvvzTD9Ddr5zgbk/8MauACFYGx7hBQeVJ4BZK4BO/KoJSvcDPyzg+0pW5JDasYGCVarm8wR37RkB7lpgytv8SqWjjagy87fwOY0lwJyVtOfWjheIdxdbD1iTS+Y7lL9FtrZgLZ7f/zxszHyfaTiDV1WvYmgsb+KYU5ODR3c/igYrme/chlw43A7c0uMW/F/FLwW/4Nnfn4XVRebbT+OHV4a9gmGx/IXoeO1xLNm9hMddnwu72841dQaA6pZqPLzrYa5I/lT9KTRYG/DsoGc5rzCXw43tX55BMVOcXltihqm2DZPuSafIwaH1RcjeUsoVZNdXWDD53nSERPN/u3kHq7Hr67NcbVJdmQVKtRJJvfiV4OpiEzZ/cgptJlIPU1dqhsvpRpbAsLOl2YbNH5/iiuRrSsxoNdkxen537hamy+HGjq/OoOgYj7u5tg2T70mH3o/HfXh9MY5uLuFwN7C4Y3jc+YersfPrs3DaadzJGfzqWk2JCZuXn0KrALfT4UafCYk07uWnuCL5Wgb3mPmpnFeYy+nGzq/PEvUkh9uKyff2gsGPX1E8srEERzaVwMPUlzVUtGDSPekIjaVx7/jqDIVbpVIiOZPHXVtqxpaPT6Kl2c48t8Bpd6HvJL5UotVkx7qva1DbOAjwA5APdPr+PMbeGsDjdrmxdfV5FBR0B/y6Aw1A+FdVmHxvBAz+PO79a1Zj/+afSD/Dumb4fbQM1z72X4Qn8ufvvP17sOWDt+CwkeO7pqgQSpUKXfrzt91qigux7s1XYGkkx3d10Tk4bTYMmjVHgLsZP77/JqqLmPP3kd3oonFj4n2PQKUml183g/vcuVTALxVoBMK+rsHke6PgEyCY71/LcWh/BDy+swAn4LvKgkmhZuoWsGnLFlQ+8SRXC2bNzYVCpRT5l/2VI//APmz/7CNYGvg+un7BoRg1/3Z07i992/RS45VXXkFcXBxWrFjBbUvy8mC72Pj73y50WIHvbqELjV12YP0jhPywseZeL1Wch5iAnhAoO3a8yBMsNop2k4slGye+J3YJQklQQwHws+BCXXeOWAEI+yVam4DV88kFGgCcNga3oFjaZScEp4aX62PtvTzBYnEfWcEr+QBg18s8wWKj+Ddg23P881M/MU2OBbgbi2grhPoCYN0DXribCW47U8DptItxux3E1qJKYEex9j6eYLFx9Au64fXu12hbDQAo2UssE9g4vYZpvCzEXUxZIaChiFhdCBWdtmZiz2BnZPcuB8EtbNztdgCb/0XILRu/3M8TLDbYlT02fnuDJ1hslO4j5JuN3HXEokIouGgqAX7kCXS5pRxP73uaI1gAYHFY8OjuR7mefk63Ew/vepgjKuy21w+/jlP1AtuSPzEqLZV4au9THMECCO4lu5bAYicXb5fbJcbtceJ/R/6HE7W8jcbz+58XqRDXFqzF93nfc8+PbinhCBYbVYUm7PuB/3suPlGHo5tLKcWbpcGGXz/lLSQsjTZs/yKXKv52WF3Y8skprrje4/Zg88cnOYIFEGXh7z8VoKqQLyze9c1ZkQox72A11Tg6+9dSjmCxUV1kwt7v+c9beqqeEBUh7kYbZeHQ0mzDts9zOaICEL+rXz89xRWHs7hbvXAfWFOIynNN3LbfVuaJVIj5h6pxYiePO2drKUew2KgpNmHPah53WW4DDm8o5ggWh1tg4dDSbMPWz05L47bwFiWbBQSL/SwHfylCRT5/Tv9tVR5qS+li83OHa3B8B98j9Ni2MmJPIcRdYsZv3wnm++Rx/P79t1zDaACwNNRj3bJXOcVna3MTNrzzBkewCG4rNr79BlpNzRzudUt5gkVwu/H799+g9ORxbtuOzz5CdSF9fOft34OjG9Zwz4/vOI9zR2qonNpSM377jldDl+c14uAvRdR8tzTbsXn5SQ63s7ERFUsepYrtPW1tqHjscTjr6OPwrxr5B/Zh7f9epAgWAFga6rD2fy9y6s7LHWvXrkWfPn0wa9YshIeHIzMzEx9//PFl2fffn2QVbKcv+Fx4gJOMDNxUQawHpEJIsoSP/2hO6e98U+CT30urGdsayG02gJC5VqkD30OIHEBupbGmmO1hOt4B3HI5ZQfIKgwAnPxRGre1iffqKtpF/KWkcJ9kcFtqxWRVCtOlzHf5Yd7f6uQP0ipMWzPvJ1a0m/iQSY7H4G4VfD/tYTr+Xfv7aQ93RTYhswA2FW2CSwK3xWHBrrJdAIDD1Ye5BsfesaFQxpbkCsfm4s1wesTKuVZnK3aU7QAAHK05Ktu0eUMRwW22m7G7XPr4ZnMAQl6kIv9QNXeBkcupP29BfQUhFeeOVMPtEldHOG0ujgxVFjRTflTCYG0b7FYnik/US+bkC3yy8g5Kf/78IzXcxVIOd0NFC+cTde5IDdxOCdx2N2fhUFVkovyopHA7bC4UHpO+2AotKeQwnTtSw6kL5T5bY1UrR4YKs2ulcTvcnIVDdZEJzbXSykEWh9PhEpE+KaxyuAuyazjPr9w9O6VxV5xHDeNvlX9wH1wOserR6bBzF/nqgnw0Vko3nT+zdyeT70De/r2SObl7d10Qd2F2LZwOcn6QswxprmlDTTGZb/OWX3mvLUF47HaYtmwRbf+rhdvtwvbPPmo3Z8fnH8HtllHcX0IUFhbi/fffR+fOnbF582bcddddWLx4MT7/XMau5w/E3/92ocsu/5rT1vGc9vKc9gvnCF9rN6cDmDqU0wFMLseFc4R57c5TBz4bm+N2QNL8R5jT3r4o3PISbx53ezn2P5gjg7sjmKhjqZ3xmDw5+wIAsLsJJkc7+2nv/Vcy2huXfa0juF1uF9wy1ip2wbHBXiC9w+3ykK9LAe7iL5nHXOilCJb3GK529iM0QxWuKNA5/HaXzHhulwcejwcKKNodj/1MUkTFezy3zBx1HDf/frl58rg83Iqbqz1MDG657034WnvfG48bcMuUDlO4ZcbzMPNNcuSPSydr8+CUt/pwOTuQ42BX6dyyhMAteL/s8e32cL95O/T9ShBDNjz2ds7bf5Eozz0lWsHyDnN9HcpzTyGuR6928/5ouN1u9OnTBy+++CIAIDMzEydPnsQHH3yAW265tLKMv/9KVspIcbNeNroxfZ2CEsWKQO8cgCj7JHME26WKqQGiVGRrsuT2o/HhFY9JwwGJQmEKU2CcWFknhambDKaO5IR142ub5HLUer62KWkYoJWWgXPjBUSL+yZKYZKby47khHYBwrq2j1ulAzoxrWeShgI6mSJNdjz/CHHfRClMlzLfwSlcayU5daBGqcHQGFKT1SeyD/xl5ntUvLhA/s8IOdxqpZqrycqKyBL1KGRjVBzBHagPRFa4dLsP4WdLSg+VzEnsFQoFU/+UlB4mmeMfoudqhOT2o1QqkJhGXotOCRQVgbORzIyh89EgunOgZI5wDLnxEnqGcHVEcjl+wTrOwiEpPVSkvvPGHZlihMG/fdxagxoxXaVxJwtx95LGFN8zhCuil8UdpONaFCX2ksatUCrIawAikowwCOqOhMF+pxqdCrFdpS0jhDVpcsdAXPcQTvGY0lfaNsUvKBhRnYh9S0rvflAoxJdGhUKJlN7EWiWyUxf4BklbVHTqS6wUNFodEntJnwc7CXDIzWVcajBnyyH32XwCtIhg1Kn+I0eImlEzwOE/erR4+18sLE3teAteRN4fiaioKHTv3p3alpqailKBe/7Fxt+fZOmNTBG4l/Jg4L1AnEDyOuUtYg8gjJRRRGrPxuiniFxfGMEptKVA1i28xYIQw5S3+OexvYFBXrJ7hYoU2RsYDPoAYMoyscfXgLtJr0AO9zIx7uQRRBXHxqj/iP2dgpOBMf/ln2fOAzpfQ+fovHBHZxIFoBRuti+jzh+YslSMu98dQKLAi2XyUmIjIYykYbQYYdSTvNcVG0GJtBVCxhygy3g6RxcATH2bfx6VTppmU7iVwMTX+L6MWl9mvr0uRH1v4z3AWNzeNh6JQ2kxwoh/EyWkMAITgLHP8s973SAm21p/YNo7XOF/1+CuuDP9TipFqVDiX/3/hRADwWBQG/DMoGdEirzZXWbL+mxd6egU1Al3Z9xNbVMqlHi87+MINZALhl6txzMDxbhndp6JQTF88eoTA55AsJ6+WGWFZ2FuKi9F7zspCSGCYmqAkJDB1/HCh859I5CSSV+I1DoVRs3rxhGxoEhf9J9K9+iDAhg8qzNntaDSKDFyXjeRIi91cBTie/A4h93YRUQOIpONyBhDWyF4+2n5BekwZJYAd+8IUTNotVaJUfNSOdyBET4YME2Me9B1nTirBZVaiZHzUkW4uw2MREIafzwPu6ErVUwNEI+tjLE87t4TEkR+WgQ3f27slBWOzn3EuEfO68YV/geG+2DgdC9lFmPz4B+s53CPmtdNpCTsOiCSIh/DbugCHy8bj/DEAGRew+POGp+A8AQat2+gDkNn87g79x2IboNpP0S1Vodr7rwfShW5hhjDIzF07nx4x7C582EMj2BwqzHuzvuh1tJWF6lDRlAEauT8O+DnRcYikjuj79SZPO5xCQhPpH8A+hi1FO6k9FB07R9J5XDHKkPYNTExCH90ichWIvzhh0QKy79i+AXK+NhdZN4ficGDB+PsWbqGOC8vDwleCs+LiX+OhUPJPlJI7bAS4pR+gzinoYgUJ5srgJQxwLAlYuZvNQG//pf05ovoCYx9hlaMAcQu4Lc3gHNbAL8oQgpCvE6CAKndObwC0OgICUgcIs4p3Q/seoUUxGfdTEiFdzQWE0ymCrISNuwRse2A1UTUg1XHSDPnMc/whE6Iew9TtO0XyeCWkKeeWA0c+pRYOAx9mKwCiXAfAHa/QgriM24Csm6SwF3C4C4nhHbYEjFum4V8J5U5ZDVwzDOAj9cfkdtNbBfyNwG+kYQ8CpWFbJz8kag+VRrikSVlLlt6kMHdAmTMBbLmiXOaSgnu5jJiPTH8MWnc254hNVZhqeQ48fH6Zet2E1uRs+uJr9bop4Ewsfnm5qLN+Pbst9AoNVjYcyFlxMnG8drjeP/Y+2hxtGBayjTM7DJTlPNnx+bizVh5ZiVUChUWpC3AoGix8udk7Um8d+w9WBwWTEmeglldZ4lyGkxN+Hz3d6i0VCAzOgPXDZoMjZqeb7vdiQM/FRILhygfDJrRiVK6sZH9awkKs4mFQ/9pyZSykI2Co6RgWqkCMscmIL5HiCinutiEg+sK4WhzoUv/SPQcFiPKsTRase/HApjq2xDTORB9pyRD7UVy7HYnDq4pQlVhMwIjCG5vkgMA2VtLUXi0Bno/DQZMS6GUhRzunBoc334eCgWQOTYeCT3FKyC1pSYcWFsEW5sDnftGoteIWFGOpcmK338sQHNtG6K7BKKfBG6n3Yn9HcCds7WUs3CQw12UU4tj28sABZAxJp5bfaNwl5lxYG0hbK0OdO4TiV4j28cd1cmI/lOSoNbSx4nT7sSBtUWoLGgmJG9GCtUgnI3sLb8jb/9B6H39MWjWRITFR4pyCrPP4uhGUqOZNWE0kjO7inJqSqrw+/cbYG0xo+uAfsi4RmwIamkyY++qDWisrER01y4YNHMs1Fr6x4fT7sSBX4pQea4ZxnADBs3oJIn7+I7zyD9cBZ2PBv2nJnOrncKoPXAS5d+sATweRN8wDeGDpI1cLzaulIWD2+3Cx/csbPeWoX9IKG5755PLbudw6NAhDBo0CM888wxmz56NgwcPYtGiRfjoo48wV8J77I/EP4NkHVtFrACErVwG3Qdc8zz/vPwI8OUMvhULQAjLjSsBNXPyMFcDn02i1XwhnYD564kfFkBqilbOoZs2643ATT8CsX34bb8+RXyk2FCogGnvAhk38tuOrwZ+vpPGPeAeYPyL/POKbODLa2n1ZPJIYM4qQoIA4tn02WRazRecTHCzXlkuB7ByLt20WWck1hNx/fhtW58B9vyPxj31LSBTQKJO/gD8eAfdgqb/ncQ4lY3KY8AX02lRQtJwYM53gIZxMG+pI/MtVPMFJRHcrFeWywGsmkc3bdYFAHNX0yt+258nJJvDrSQrV1k389tO/UQsM4S4+y4CJgkaaVceB76cTqsQE4eS8TSMT1BLPfD5ZNL0m8OdyOBmLg4uJ7GCOCPoPan1B+Z+R9znmXg35118cOwD7rlSocSTA57ErC48GdlashWP7n6UqoW6vuv1eHKAhLnqnxTvH3sf7+W8xz1XKpR4ov8TmN11NrdtW+k2LNm1hMJ9XZfr8N+B/AprfbkFa5Zmo83M50R1MmLK4gxotOREam1x4Oc3syk1n3+wHtMfyuS8m9xuD7YsP0mpy9Q6FSbd3Yu61XR4QzHVWBoKYNj1XZAmICNFx2qx+eNTVK1M98FRGDmPX72sr7BgzdIcSoUYlcLg1vG41yzNptR8fkE6TH8oC8Ywgtvj9mDLp6dw7jAvblDrVJh4VxrlmH5kUzH2/0zjHjq7M3qN5Fcoio/XYdPHJ6mWP90GRZHVPGZ1o6GyBWvezKZUiJHJAZiyOANaPSEstlYH1izNodR8fkE6THswE4HhPhzuX1ecRr6gIFutVWLinb0Q153HfXRzCdVYGgpi5Jo+WoD7RB02fUTj7jogEqNvSeVwN1a14Oc3s9EqUCFGJAVg6v0C3G1OrF2aTfVC9A3UYfqDmZzZrMftwdbPTlPF5mqNEhPuTKPIdvavpZR6FSAGscKVypJT9dj0wQlKrdqlfwTGzO/O4W6qbsXPb2ajpYmv1wxP8MfUBzKhMxDcdqsTa5flUE2yfY1aTHswkzOb9Xg82PZ5Ls7u5wUHKo0SE+5IQ0JPHvexbWXY830+VVo6cEYKsq659BUZNq6kTxarLpSLqQ/9+4rZOKxbtw7/+te/kJ+fj6SkJDz00ENYJDC7vdj4+98utDYT2wHvXnn73gbOC9xa195PEyyANOsVNvXd/qyXXQKI7cM2wW2g7C9ogsViWCu4PVh+hCZYAFG/rX+I7xNoNUnj3v8uWSXicC8W98Er3EFWyDjcz4vtEhoKCWHicH9FEyyAqO+EuCuyaYLF4X5E0JfQQubSu/j5wAdkNZGNX+4Xqz6LdhHbDDZ2vCC2S2gsArYKbnPmfEMTLACwmYhFBBuVx2mCBZBqWSFue4s07kMfA0W/8c/XPUgTLIDYYRwUyHl3vkQTLIBZbRTcVj6+kiZYAGA3E9ysIq4xjyJYADEnfenAS5z1QZuzDU/te0pUbL7q7Crsr9yP/4soaCqgCBbA4D74EurayK9Qm8uG/+77rwj393nfY185f5zs+vYsRbAAoPJcM45vL+OeH15fLLJLMDdYsVdwEcw/VC2S7zttLuz4Mpcr9m6saqEJFgB4gD3f5aOlmVwEWU8u72Lk03srUXKKPy52f5tHESyAKBOPbeNrOI5sLBbZJVgabZSFw7kjNRTBYnFv/4LH3VTdiv1rxLj3rj4HSyOD2+nG9i9zRT0Vz+yrRMlJAe6VeRTBAogdRs5Wfr6PbCoR2SVYGm3YK7BwKMiupQgWQNSO27/M5foyNte24vefvZqbe4C9P5yDuYEoIV0uZr69cJ/dX0XZdvy2Ko8iWABRJmZv4ef76OYSUbPpliYbZeFQeKxWpOZzMt85W4RvqmvD7z/SBAsA9v1wDqZ6ooR0u9wiOxAAyDtQjaIcAe7v8iiCBRBbiezNJdzz7C2lFMECiD3DHgHuomN1FMEC2GM1lxMamOrbyLHltWyy/6cCWQXnXy069x+EqQ/9G37B9Gqnf0joFSVYADB58mScOHECVqsVubm5l4VgAf8EklWwg7iOS0XuL+T/xmJy+6+9HAA4s14mZ92Fc2pO8ZYCcjmOVkLsAEI47OJO7+T9DKamMmIGKpnTAUzC7XI5tbnE1wsAzshYAjjbeGuDol2ELEgFO0+mCkLY2svpKO6zMpjq8ngfNLn9uGy8n1XRb4RUSo7HYDJXE2uIC2Hq0HEig7v+HOeDtr10u2SKw+3A7vPE2uBw1WGYZeZb7v1XOuTGdbqdHO4jVUdkm0RvLyPvt1ocqDwnnSOU7Bcek5bvFx+r44hIkUyOqc7KWSF4e1ax4XZ7uAt6RUET5+EkwsTYDthaHajIb5LJ4ceQs0soPlHPXdDlPpulwYbaMjOPW+J+g9vtQfEJMkZVQbOIrHrjtrc5UX5WumiYzeHGk4iSk/Uc+RTmU7gbbagpMbWL2yOY7+rCZhFZ9cbksLlQdqYDuGUwlZ2u56wQhARIGC1NNlQzVghFx+sgdX/H4+HnprrIJCJ93picdhdKT0vZC9HHhtxcluY2wGFjcMscJ63NdlQXkvkuPl7fDm7p9/8Vo3P/QVj07ieY/dSLmLh4CWY/9SJue+eTK0qwrmT8/S0c5JoVC1/rSE57eeoO5PzR8TqU007blI7gFr6/3fE0lyeHnaf22r10ZC4p3O3NgeYy5bC41SByKIkzVUcwUd/Jhcdrry2OVsnktLOf/6u2Ou2Ny77WEdwKlQIKBSQvDMICbu9ibjaUKgWnXmPVepJ5agWfLxPsGKp29sO+plAqoFAqJO0QhGOoZMZTKhXc7aT2xmM/E4tfOof5bDJz1FHcwjmWmyf2+yL57cwlM57c90bhbvd7Y3ArAKVCIWnjQOGWGY/gZuepvWNAcUHc7GvtzjezH4VCAaVSIWmJIZw/2eNbqQArcmxvPCWH+8LH998llErVZbdp+L+Kv9fMS0XKKNLEWRQKII1pGhwQDSQMlsgB0IuvIUGauChXtF0uJ34gX4/TcyYgIQGGIYhXJiaPEDd1ZnGzzY79I0k90AUxSTRH7mhOXH8giLlf33OGNG59IK9MTBoubo7sjdsvjHy+y4JbZr5j+vCWGXK4dUa+aXXSMFLsLzkeg8M3hBxPF4upVwdyojO5ov3xSeOh8lbFAvDV+GJ4HCna7xPRB+E+UvMNTEySsYm4wjEucRzUCvHvMx+1D0bEjQBAFIKRvtLzzeLWGdRIkCiCBoAu/fj+dp37invdsdvZi6cwXxghMX5c8Xun3uGc8k0Yap2KU7JFphg55ZscJq1ejUSBYo/OiRTli3D3CeeUg51lcoKjfTnriU5Z4ZLER63l2+pEJgUgIFQaNzuGRvA5RbgFcyyHu1PvcI4Udekr/d0GRfpwysTkzDBJUqPWKJGSSY7piMQABIQZRDkA0JXBodaqkCSwaqBwC7B2kTlOUjLDOZIhlxMYIcCdESZJSlRqJadgDU/w5+q8vKMzcwyoNEqR4pXL6Xvh4zs5M4yznpDDbQwzIIJRJiZnholUmgAhYVL9Oa/GnxN/f5Kl0QOzPqNtDlRaIt8PE6hBpr1Liti5UBAbBOHFcMS/CIkQRuJQ0iSajZ4zGRsCwckjOBmYLqhRCe0MTHyd+DSxoTcSnGzxtFoHzP6ctjlQaYEJrwIRAr+Oae962UoogN7zafXkiMdJMbwwEoYAo/8jwD2D2CwIcQclAdPf55+HpBA7DBHuFYCWOaGotQxuAbFVaoDxL5GG2mxMfVtsK5F1M1H0sTHsUd43jI34QbRlRvdpQP+7vHAnAtd+yD8PTiZF7kLcOiMw61O+56RKQ+ZfaM+g1ADjXiQWEBzut8S2Ehk3EQsMDvcjvP8Wh3sgbT2ROpnYiAjJX2A8cC3vaBzjF4OnBz0NnQC3n8YPrw17jWu2rFaq8cbwNyibA7VSjYd7P4weoT3wfxFRflF4ZvAzFG5fjS9eG/4a5+mlUqrw+vDXadwKNR7s/SDSwni10/AbuyIkhvaL69o/Et2H8mq+3uMSOF8lNiKSAjBoJv/3nJgWiqxx8ZR63S9Yh7EL+b8lvyA9Rt2SCrXgQqTRq3DNgu7Q+ZDVNaVSgXGLelL2DEqlAgOmJyMymVcZE9y0kq4z00iajcyxCSJSE54YgMHX8X/PCT1CkDU+gcYdpMM1C/nv1jdQh9HzvXDrVBi7oAfn6aVgcAsVgAqlAv2nJiO6UyC3bdgNXUS2EqSRNI87Y0w85T8FEFIhtHCI6x6MPhMTKdy+gTpcc5sAt1GHMfO7Q63lcat1KoxZ0J3r3ahQKjB+UU/KnkGhVKDflCREd+bPjVK4O/UOp1SI6WPiRKQmLN6fskKI7RaMPpMSOZJLcGpxzW09OMLuE6DFmFslcN/aneuBqFAocM3CHvD1wt13UiIltBgyu4vIDiMlK4wq/O81KlZk40Fw8+fPmC5B6DclicLtY9Ri3KKeHG6DnxZjb+0OtY7/4abWKjFmfndJZejV+HPin6EuBEjtzd63iIVDxhxi4+At86w6SfoTshYOQx6gGz8DgLkK2P4CqYWK7AmMfBIIiKJzbBZg71LSd88vkpCwKC+ZrNtFiuSPfk2I4KDFQBcvnyqA7GPPUoI7/Uagz3wx7urTpLjdXAEkjwKGPkg3fgZIPdGOF4iqL6IH8aBilYVs2FuAPcsY64lIYOS/gSivJVm3m/Tpy/6KEMEB9wDdJJqLnttG5sDeSnD3ni+2OajJJbhN5UDSCGDYw2Lclhoy36yFw6gneWUhh7uVCAnyNwN+EYQMR2eIced8BRz9kpDVgXfT5qBsFOwkxf32FqDX9YRoi3CfIZiay4gNxNCH6YbVLO4dL/IWDqOf5Fcyhbh/fxs4uwnwDQNG/kts0up2o+nkKvx2ehU0SjWGpS+Aj4QB6/6K/fjk5CdocbRgUvIkzO46+4rdLrQ6rVhbsBYHqw4iUBeImZ1nIjWE9gXzeDxcj0GVUoV5qfMwOkFseHiw8iA+PvExWhwtmJg0Edd3u16Eu7GqBfvXFsJcb0VMl0D0mZDIkR422sx2HPyliFg4RPqg/7RkBITQKyBOuws5W8tQdKwWen8N+k1KQkQSbb/i8XiQd6AaJ3efh0KpQPqoOMlf+eV5jTi8oRh2qxOd+0QgbUSsaHWDLaQ31VsR3SkQfSdJ4LYwuIuaERjhiwHTkjlFJIfb4cKxrWUozKmF3k+DvpMSEZkcKMZ9kMGtUCBtZCw69xavbpTnNeLwxmLY25wMeYoT465uwYG1RTDVtiKqcyD6TkwSGbBaLQ4cXFfIWTgMmJYijXtbGQqza6Hz06CfBG6AtOA5sYvBPSIWnfuIcVecI/Nta3UiJSsc6SPjRKsyTTUtOLCmCM21rYjqFIi+k2Rwry9EVUEzjIxPlzdul8ONYzvKUHCkBjpfMt9RKRK4D1Xj5E7SKq3niFjJ1aTKc004tKEYthYHUnrL4W7FgbWFaK5pRWSKEf0mJ4txtzhwaH0RKs81wRhGjm9WySnCfbQGOh81+kxMRHQnsWcU6UV5Hh54kDY8llpdvRxxJdWF/8T4Z5Cs3a+Ri7kwUqcAs7/kjdnObiRWAEK1U3gPYMFG3gerNg9YMZ5WlxmCgVs3AuHM6obVBKyYAFQLmiErNWR1h72oezxEvn96DY1p5BPA8Ef557+9QSsXAeL2PvtL3r8rbzOw6ia6BU1YKsHNroLVnQM+HUf3QjQEAfM38KtiNjPBXSUQACjVZHUndQq/bfWtwKkfaUzDHycEgY09S2kFIAB0mQDc8A2PO38rsPJGGndoV2DBJt5Pqr4A+HQ83QtRH0isENhVMZuZ2DwImzgr1cDMT4Ae0/lt3y/keyeyMWwJIW1s7Hsb2OJle9B5HHDjtzyxPbcN+PZGukl2aBdgwWYed0MhwW0RqJT0RgY3Q7btLQS3UACgUAEzl5NVRTZ+vB04vorGNOQhykj2y9Nf4tVDr9IpMUPwzqh3oLrMfjFtzjYs2LQAJ+v541ulUOHFIS9iYjJP/p7Y8wTWFqyl3ntrz1vxUO+HuOdf536Nlw++TOUMih6Ed0e/CzVjZnv+TAPWvXucUpcZww2YuaQ3t2pgqmvDj68doZoIa/UqTHswk3MXd9hdWPNmNqXSUiiA0fO7UyaO27/IRe6+SgpTxpg4anXpxM7z2L0yj8qJSw3C5HvTudtl5Wcbse6dY5S6LCCM4GZXDcwNVvzw6hFKXabRqzDtgUzuFo/T7sKapTlU82mFAhh1Syq6DeB/3O34Mhen99K400fFYYhglebkrvPYtTKPKimM6RqEKYvTuTqpivxG/PL2Mappc0CoHjOW9OZ8mcwNVvz42hFOucjinnp/BiIZ0up0uLB2WQ4lXFAogJHzUpE6iMe98+szOPVbBYW718hYDL2eX6U59Vs5dn5zlsbdJRBTFmdwBLHiXBN+eSuHwu0fosfMJb05I1lLow0/vHYYlgYBbh2Dm1mFdDncWLMsmxZcKICRN3VD98H8j9Jd356lmn0DQNrwGAy7kb87cnpvBXZ8dYbCHd05EFMXZ3BEq6qwGWuW5cBp49vr+AeT+WaNZFuabPjhtSNUz0y1ToWp96UjilmFdDndWLsshxZcKIARc7qih2DVd/eqPJwQNM0GgB7DYjBijtjj62LjKsn6Y/H3v11orgJ2vizenvsLr+Rzu4GNj4nl+zWngIOChpTbnxXL99sagO3P8c8PfUwTLIDsd+PjZByAWCx4EyyAmI6amBOlpQbY8ZI458w6sroFELK28TFxj7/aXOCAEPdz4mbTbY1euD+hCRZA7CM2/YusugFA4S4xwQIIiW1mTjgtdWTFzDvyNvIWER4PsEkCd91ZYvXAxo4XxM2mrU008TzyGU2whLhdjP1F0W9iggUQEtvESLxbG4Btz4lz8jcTAs7GpsdpggUQJeN+we3gHS/RBAsgNh5bnxbg/lyssPS4aNwl+8QECyArhI3FAIBmWzPeOvqWKGVP+R6uGfPljB/zf6QIFgC4PC68euhVzo4hpyZHRLAA4LOTn6HMRKwATHYTlh1dJsrZV7EP20r5Jtx7VueL5PvNNW3I/pWX5h9aX0QRLACwW13Y9yNvD3BmX6VIBu/xAHu/z+cUcVVFzSKCBQA528rQVE0UyvY2J/YJfZ2YKMttpCwi9nyfL5Lvm2rbkL2Fl+YfWl8kku87rC7Kf+nM/iqKYPG4z3HzUlNiEhEsADi2vQyNVS0Et9VJ5sPrJ3P52UbKImLP6nMUUQGIAjN7Mz/fhzcWUwRLCvfZ/VUiZajHA+z9IZ9T8tWWmkUECyCGmg0VAtw/nBPjzmtC/mH+b2zv6nwRbnO9FUcEVghHNhZTBAsgysS93wtwHxTjhofYMzjsBHfdeYuIYAHAiV3lqC8nSlWHndmvF+6K/CbkCZqE71mdTxEsgJDYo5uKedybSkRNyZ02l8iiRKRo9QD7fizgFIj15RYRwQKAU7vLOaXq1fjz4+9Psor3iL2m2ChgLkKNRUBTiUzOTv5x4a729wMAhTulc5pLgYaC9nPcTuK5BAAle8WkjxuDxV1MsLeX0954HcJdBtTlt5/jcQFFRJqPkr3yjZ3Z8ZrLiFXBxWLqyGczV/DeYLK43QLc+8TkyXu85nJCqKSiI7g7kmOp4j222sPNHIvZNdmwuqySab9X/C79/kuI/RXS3lv11nrkNZK5+b1SelwPPNxrOTU5aHNKe/OwuFtNdtSXt0jmlOXy0vfzMvL98rxGzpNJmC+MNrOD86o6nyu9H3jIihpAVh68L4remKwWh8j/is/hx5AbryK/ifM2Oi+D22pxcBdGuc8mHK+6yMRdbL2DHcPa4hD5X3H7OdMgyveOynPNHIGS+05sLU7UMl5Vwn2KcZPXaopNsFvbn297m1PkfyWFVW68qsJmjkDJ4m51opaxnjjfUdxt0tcd9jtx2Fwi4s9jFRwnMuNVF5lgtzqZfOkce5sT1cUsbpnjG+0fQ1fjysbfn2R598eTek1vlFafAXTrGe82NGwI26XIjadQ8rcdO4Kpw7hlbgcZOoBJuF12PAX/uS8Vt7C/oXdvQ++c9vbVUdys2OGS55vF7SePuyOYOoS7g5iYeZJrsnyh1y42AuSaaAMwao3U/1IRqAskOR3ArdGpZCX1wpoV7zonbrtBzakF5Zo6A4DOV83kyDvW6Jj369rdD3lNrVVKqri8x9DJjKfVqzjc7Y3Hfqb2Ppue+2yXilsj+VgYGr2Ku13akXnqCO52Pz/zvas0SqoI/Q/j1qk4Ow29TzvHADOe3PEmfK39z8aIKNQKqgid3o/gOJEZT/h96dvBxM+l/GdrD+/VuLLx9ydZySNIc17vUOl4BZ5vKCBRTAyAFGyzkXWLdI6wNYvwsTC6jAf8mALaXtcDagk5tTGeVwEmDiPqvvZw+wQTldqFMPW+FNzj+JZBvWYDagk5dUAs0Ikpak4YQppmi3BredyGICB1agcwdQC3UNUnjE5j+AL5tFmARkJO7R/NqwATBombfwOkno7FrTcCPa7tAG6ZuRR+D1I9EQFiERHIKIt6XgdofMU5fpGcZUZGWAZSjOL5VivVmJoiM8eXEDM7z4QCYuLTP6o/Yv1JYf+EpAnwUYvnO0QfwllPpIelo1OguL+kWqHGtE7TAJCLXxeJImgA6D4kWvKxMFIFNTSpg6MhARsxXQK5AuJOfSKg0YsvegZ/DZIY9WJEYoCoGTVAFIapA0mtkVqrkpXUC7H2aAc3qwhLHRwliTuqk5GzCOjUOxxaCdx6Pw1nbRAW7y9S3wFE8cbWSKk1KlGTYQ73YL6OSna+B0Zx5LD74CjvPsQASJPs4ChyTKdkhUNrEF/49b4aJDMWDmFx/qKmzhxuBpNKrURXQX0ahWnwhY+TbgMiOXJI5l6cE5EUwKlFU7LCKBLEhs5HjZQsMt8hMX6ISBL/IFEowM23SqVE6gCZ+e7A8d1tQBRXS9dtkPR8hyf4IzSWt56QIlo6HzU6XbVw+D+Lvz/JUqpIP7xwge2BXyRw/Ze02mvq27RdgNYfuOYFoLNAij/kQaI2Y1czlGpCwobwxbzoNAYY9xJ5Pxspo4jVAhsB0cD1XwH+ghNDWCrpW8cq2ZRK0n8wXCDD94skBfSBfH8sTFlG2wVo/YCxzwFdx/PbBi0mthKsakupJkRg2BIBxpHA+FdI3z82kkcA0wS1Rv6RwA1fEXLC4e7G4Gb3zeCOENg1+EWQAvqgRH7b5Dd5by0W95inacXfwHuBfrfzuBUq0iNx+GMCjMOBCa/RuJOGA9cKarv8I4AbvgYCBKrE0C4EN2t+qlCQPpVsYTpA/L5mraCbZE96gxBmNjS+xFKiu4DQDLib9GoU4s6YS1SPbCQOIfsSrugkDqUsHOAXBtz4DY07pDPpk8j0pVQoFHhr1FtIDebVfcH6YLw67FUkGhNxuSMrIgtPDniSs2IAiFfXy0P5uscgfRDeHvU25YOVGJCI98a8R9k6vDXqLXQP4f8ug/XBeHnYy0g2JnPbht7QhdgcMBcQtVaJflOSKAVa2ogYpI+J41a9FEoFuvaPxICp/H6iUowYMacrdXGM6mTEWIEVgt5Xg0l394JfMI/RGG7A5HvTodbyJGbinWnUhd/gr8GYBd0RHM0T4iGzOyM5M4zHrVGi76RESsnVY1gMMsbGc8XbCgXxdRownccdmWTEyJu6iXCPu43/+9L5aDDpnl6Uf5cxzIDJ96Rz/R0BYMIdaQhP5P9O9H4ajLk1lbKaGDKrM7E5EODuMzGRIjHdh0Qj8xoad+e+ERh4Lf93Ep4QgJHzUqmLelSKEeMW8fOtM6gJ7hAed0CYAZPu7cX1dwSA8XekUYRF76vB6FtSOfIAkL6BKVnhHG6VRoneExKoIvvug6ORNS6BW/1RKIBOfcIpq4+weH+MupnGHZkcgHGL+PnW6tWYdE865TsWEKrH5HvTuT6JADBuUU8R7lG3pFKWDQNndkKnPuG8iatGiazxCVSRfeqgKPSe4IW7dzgGXSfAHeeP0fO7UytSEUkBGH8Hfz7T6tWYLIF70t29JMnu1fhz4p8x86FdgP53AIc+JS1geswUm4/6BJMLo9MGmCuJOaVQnQYQwtZ7PmCpBapPESuE3reKJf7dp5Gao8KdhGD0v5O+DQYQ36Tet5KCbLWekLdQL4VHaBdgwJ2kKN3RCnS/llychWEIIvt3WAFzOYPba7WFwn2CEDopa4LuU0n9VeEOHrevl6kihVtH9htGy/cR0om899BywNHC4PYyTTUEku/EYQVM58nrPWd64VaS1SxzDVB9nBC6PgvFbumpU0itVMF2slrY/06yOimMuAFAn1uBE6vJamDvW2jiDRAy1f9O4OBywGEBUqeT+RSG3khw29sAUxlZuWNNVincNxPbjKpj5HuVwt1tMlGsnttKCF3/OwmxonD3B/ouBI5/R0hb1s3kuBNEfEA85qbOxbdnvkWLowVjE8ZiQNQAeMfvFb/jmzPfoKqlCulh6ZjfYz63+vRHYlT8KBQ2FWJP+R4EG4JxU+pNCDXQ890rrBeu73o91hesh1KhxMwuM9EliPZFi/OPwzOhS7Gz8CBa7K0Y0DkLfcKTqRytXo1eI2Nht7lgabAiqlOgSHKuUCjQfVA0WppsqC01IzDcBz2Hx4hufSWlh6GhsgUlJ+th8NcifVQcp5hjIyIpAD2HxyDvQDUUCgVSB0dypp9sBIQa0GtUHI7vKIO9zYmk9DDEpdJ/31q9GmkjYmG3OmGutyIq2YiuA8S4UwdFwdJkQ22JCYHhBvQcHssZTLKRmBaKhnILik/Ww+CnQa+RcZxijsOdaETP4TE4e6AKCgVZ2QiNl8A9MhbHd5yHvc2BpPQwxHen/741OhXSRsTCxuCObA830yInMMyAtOExFBEluENQX25GyYl66Hw1SBsZC78gegU/IiEAaSNicOZ3BvfAKJFvlH+wHr1GxeL49vOwtTqQ2CsMCT28cGtV6DUyBg6rE811bYhMDKDUl2x0GxgJc6MVNcUmGMMMSBsRK8KdkBaC+vIWFJ+ohc6HzLe3AW14gj+Z799JEXvXgZGSuNNHxeHY9jKCOy2MatbM4k4bHgt7mxPNtW0ITwxAN4nVrW4DomCpt6Kq2ARjqAFpI2IoAg0QT7W6QRYUH2dwj4oV4Q5L8EfaiFic+b0SHg+ZDyHxvhp/fvwzLBzWLqYbPQPEEXzBJv7Cd/hT0vxXGH6RwO07eR+s0gPA51PoAmmVDrh5DZAwkDw3VwEfjSBETRiT3mBMSkHUYysmAOcP0jmZ84Bp7/DP1z1IcAkjOovYBbArMEc+B35ZTOf4RQCLdvC3y8oOAZ9PBpyCAmmVFpj3/9g77+iormv/f6dp1Ee9o0oTIAkhgQDTbXpz3O244Bo7xk53nJcXJ3npTvKSOM2OW2LHvcRgY4ON6R1JgARIgFDvvU1vvz/2vefec4uQkxf/FlnstVhM2XPPZ84czd1z7t7f/R6QLQSbI10Ct6LaZ/UvgbIH6HbAD7y4BmhRJD/P/CIvtrrtm1RlKbfUmcC9H7MdGJz4O7DlYd4nIpG4xctlrRUkcyBPkDaFALe/IwU/oz3EPayomln1CwpQRe6/rgOaD/E+hbcA18lESz/6Nl/dCAAphcC9n5CWGQCcfA147yFwZUPhCcADu6UdxrZK4pb3zDRagNvflpTu7b3EPSQ13gVA4qfzhHkJBGi9NR3gfQpuJKkHwZ48/iRePvsy5zIldgpeWfsK2zl6/+L7+O6B7yIo4461xuLVta9+pkBrwDWAW7fdirZRvrrqGyXfwKYZmwCQZtP9H9+Po51HOZ9V2avwy8VSo+6D79ThpKxKEADi0yNw/bdL2Qnk/LFOfPLiWW66QyMsuOHxUtgEJfCelhG8+6tKLiHdaDRg7cOFyBROxi67F2/97DiGe/kigXlfyMOslVmMe+vvTqoShPNmJWLVA9KOwKF367jGwwApsN/wuMR9obwLHz9/huO2Rphxw7dL2eXJ3tZRvPvLCi4h3Wg0YPVDBcgWlO5ddi/e+nk5hhUNfMs25qJ0dTa7v/Wpk2hR9MHLLU7EatlOxuH3LqJyO1/gE5sagRu+XcJ2YOoquvHxc6e5VkbWcIFbuDzZ1zaKd35ZAa8sId1gNGDNgwVMFNbt9OGtnx3HUDfPPWd9DmavldIg3v/9KTTLGmsDQE5RAtY8JOnzHd1aj/IPG3nulHDc8Hgp4754ohs7/sJzh4SZccO3SxCbQjuM/e12vPNkOZdIbzAasOqBGUxc1eP04a2fl7NqUtFmr8vBnHUS9wd/PIWmap47uyAeax+WhIuPvV+P49t47pjkcNz4eCnbOao/2YPtz1Tz3KEmXP9YKdsZHei04+1fVHCJ9AYDsOqBAtotBVVhvv3zcgx08tyla7JRJtvR3fanKq6xNgBkzYjHus1F+L+yKxIOn80u/8uFfReBypfUj7eVS82ffR4SjlTaaCdfmr/np+oKNL+blyw4+rQ6wAKorN8nVN2d26YOsAAKPMRmzAONJE+gtPZKoEYoj/d7teUSRrsU3D/jAyyAKgDl7/nYX9QBlvhar/Dacx+pAywAOPmK1Ix5oAkof17t03ESOPOeMLZPrVsGAPYe4LDssuren/MBlhb38WfVARbjFl57foc6wAKAqtdZM2YMtQLHnlX7dFZJshUBvyB7ofjd4egFDsmC471PqpuSB7wkYMq4n1cHWADJeHiE19Z9og6wANqN6yQZhS57F16teVXlcm7gHD6spybUgWAAfzjxBy7AAoAB9wD+euav6uOPYW+ee1MVYAHAM1XPwCG854PtB1UBFgBsb9yOmj6ab/uQG1Wfqt9/X5sdF45RaX4wEMTRrfWq6XbZvZwUQvmHjaqKv0AgiCNb6tn9M/vbVAEWQHIEYoVWa82AZgXWxcoe1tTYMezBKQ3u/nY7zh2hXY1gUBhbwe22+3BiB8+trPgLiO9ZsLMH2lUBFgBUbm9iJ93W2n5VgAVQE22xes054sHJnc0qn4EOJfdFVa9It8OnkkLwKir+ggF6rZxbGWABQOWOJrgdVDXddn5AFWAB1GRZlK1wjnpUAS0ADHQ6UHtY+p49uqVexe1x+lAhCyortjeqKhWDivmuOdShCrAA4MSOJrjsxN1eN6gKsABq7N1eNwiA1milBvdgl4OTCTmixe3yo2JHo4y7SVWpGAyCm+/awx2qAAsATnzSzBqad1wcUgVYADX2bjuvX3l4xf69dvkHWW2V0GzoCwBtFfT/YDOd4MfyAWhn5ZI+5do+jl6mbYTW4zqwQelYbRVUqq9l4hhDLWo9Ji0OPaY2uY8Ok7NfkonQ5YbE3X5Cn1scb7hVOxAdL1PrOHxcgxRgK4+pd6z2EyRFMZbPcDup02vZeLjH4+MaAvou8OOOcawzfWfg1+Gu7iXdsx5HD9rtGgG0zGe8puc/6h1FwxCtk6qeqku+vqdphMkrKK2rgU6wjhGPZmAEgJWlk792GXxP8wgCghSCno/X5Ud/B8lEdDYMafrIX0/H1OEWmFyjXs3ASMXdqD1eb8so0+7S5XbLubV95GP0tIwg4Bub2+3waQZGSg698fra7PAJUghdOnPp8wTQJ2hg6b03+XO9rdJc6Pm4nT7NAGO83P3tdhbs6q0BnzfANLC66i/N3dc6qtJ3k3xoDI/Lh4EObYkSObfePA10Oljw1anD5PcG0Ns6wo17qfGu2Odrl3+QpWxlovVcRALf107v9cp2Lpo+OuOZQqR8G9sEbR/568fjE56gXaU4XiZ5QrXeeEYLXX4c6zjy58bjE56gXaWofL3eseSfg56P0SxVRUbrfG7y14/HJzxOu0pR+Xpd7nG8N4NJKojQW2+y16dGaFdVAWCJ5zarTbPa71KvH+uYSjMZTKxR9XiYInWaLMufs4abNav9AHC5PaIyttIibCGsakyZCySawQBECvlNeo2f5UzypHilRQkcIWFmzWo/+XHIX3u88OgQllSuO54BLC9rTG5hjLF8xOcsoSbNqjnysar8lRYWZWF5cLqfr2y+x5pL8Tm9OZKPYQkx6soT8Nza44VGWljfR93xDNJcjrkGBKYInTUp5zaHmHSlE8azvq0RZiYBMZ41oPc3cKnXX7F/r13+QVbWPMoHUlpYLEkpAJSEPfNWtY/BRNVtos19SHuMsgel23Pu19ZSKrxZ0j0qvInXsRItpVDKkZowh/KvlBYaQ70AAeqXJ2+o/Fm55Y/PuU+fW0zaL7iRb6AsWnKBlNieUQpkzNbgtgFFt9Fta6S2hIHBKDSpFvm+rM1dJuOWV03KreBGKfm94EbK91Ja0jQpRyp9FiXHK81qk+Y4JEJbVsJgpGT4z8R9rzb3jOslqY8Z11NCvNISp1KPSgD58fkoSS5RuURaInHtxGsBAKHmUNww+QaVjwEGfDFfY/2MYTdPUfcWBIAVWSuQGE5zvDJ7JRLD1POdY8vBVWm0vhMyIpE+JUblYwk1cZIC8pYgMnAULpM1/r1a+wdC4TLp8RmL0lU9+gAgtziJnXzySpK4hr6i2ZLCWMJyfFokMqaq9cssVhOTCzCZjVwjaI5b1rBYzsdzSz663DMT2YkxrzhR80RsSwxDdgFxx6ZEYMI09XeO2WqSpBBMRsxYpB3Yy1mL9LiXZjDpiRkL1YUHAJBTmMB6BebO1OaOTghluV0xyeEsr47jDjEyCQyjyYiCxdo/WsbDXbAkgzVWnrYwjWu0LVp2QQLLAcwtStQMSqLiQ1nD75ikcDb3HLfFiOkLBW4j9ZjUsiL5+h6Dm0lmLEjT1ArLmhHPculyihK4ykLRIuOsqobfV+zzs8s/yAJIwmHqOkm4M2MOJavLK/5WP0mBibhTEZdHcgkZpZJPySZgxY+lE3ZEIsklzL5X8kkvAW56iSrsADre7PuBNb+SfMJiaXzxpG4wAlPWUmk+x/0GVc4x7tnAne/xFX+rfkZBnqinFJdHsgOZZZLPrDtIVkI8YYcnANf8kAJC0dKKSVZC1Ioyh1FF3Fo5dwxw51aqMGTca4hbLtJyy2ukgyVyp5cCd/yDr5xb8RMKOhh3LnDDi1IBAUCNvFf9QtpJC48Hrv6+lNAOAKlFxJ0wWcZ9D0lEiBYaTfOdOV/inryKEug57leBaddKwWZ6CXFHyTSPVvyImmKHCJVbsdmUhC6v+iy6mdaTyB0WByz7HjWlFi2lgMYTK0rNobS+1stazVijgLu2SpWwBiP1Urz9HakHJIDfLvktVmavhNlA3DPiZ+Dp5U+znSUA+GrJV3HXtLvYjlZ6ZDp+segXmJ2iERCPYZNiJ+GpZU8xbS6ryYrrJ12PH8z/AfMJt4TjuRXPoTSZ/naMBiMWpi/EM9c8w/VSXPVAASaWJrETRVJWFNY/MpP7xT3v2lwUL89kO1rRCaFYfvc0TJgq/e1OKk3G4tumsADJGmHGnPU5KF4hSZ3EpUVgzZcLWDKxyWxE/vxULLtzKvOxhFC/Qxb8GYDM6fHY8JWZjBGg0vxJs5NhFAQsEzOjsP6RIu7EW7YhF8UrMtmOVlR8KK7ZNI2r5ptYkkTcws6ONdyM2WuzWSI+QMHR2ocLOe6p81Nx9V1SRa85hPrvpU+JlbinxRG3SVonK++bjslzJO6ECZFYv7mIa6Q9Z0MuZq3MkrjjQnH1pnyumi+3OBFLb5/KAiRruBmla7NRsiqb+cQkh2Pdw4VMHsJkNmLqvBRcc7dU0Wu2UJ9GFrQagAnT4rDhK8VM/wkAVtw3HZPLeO51m4u4xs6z1+WgZFUWSyiPjLNi2Z35rIAAoOrSpXcouNdkY/YaGXdSONZuLmLcRrMBU+amYLmM22QxYsNXZxK3QeDOj8XGr87kAuLl90zHlLIUJi0Sn0HctkRpV3n2mmyUrslmO4iRsVYsvWMqcoqk78rswgQsuzOfcYeEmVGyKosrILAlktSIqIVmNBswuSyZkygxmY3Y8JViCrYF7oypsdj4lWJdEdor9u+3/4yZt0bRSTw8XnZbUeJvCqEAJTKZAqPYbO1LSHG5dGnNHEYinHG5ap/oNCAmm44TmUQ+ZsUvtogEetwaRVzxubzWE+PO47mVOzJmKz0eJXDHZGlfiorLkbhtY3DH5dBxopJJ0kB5OTI8XuCOlm6HanDH59F7DBG5FTsy5hDyiUoZP/dY8x2bo5hvJXeCxB0WR/OqnO+QCGltiNxKSQWThT4rxp1NIrJKi82hx8X5lmttybnjcinQ1OUW59hGwXl8ntQ5QHSxhCMzKhMxoTGIMEdgQvQExIcqSsWNFmRGZyIpPAlhpjBkRGZoXtY70HYAd3x4B+a8Mgc3vX8TtjdsV/kkhSdhQvQEhJnDEBcah8zoTIQquG1WG7KisxAVEoXokGh2m2OymhCTFI6waAssViNsiWGsebJoRpMRtqQwRNhCYA4xIio+VHMXITohFFHxoTCHGBEZa4UtKYztqogWYbPClhgGs9WIcJsFtqQwVfl+aIQFtsRwhISbEBphhi0pTKW4bbGaYEsKQ1iUjNum5o5JCkd4jHVMbltCGKLirTCFGBERa4UtKXxM7rBoC2K0uCMtAqtZ4A5XXfozW02wJcq5w9XcRgPNdywxRSVYER2vsWuTEIrIOIE7xoqYpHC2GyRauJw7iuZVc74FVmu4GbbEMDV3iFG1TpTSG4w7JoS440I1uaPjaZ0QdwitE6NyvkNojhl3mGqXKDTCghiOO1y1TswhRrZOzFYjYjTWicFooPcjcseHcsGjPnc4F/gTN823ReCOSQqHRcEtn2NrGK2TK2rv/3/tP0PC4ZUbgQsf84/FZgMPHQZChF8Vu39KlV1ys0SQhEOisEtSuw14/YvgE+kNJGyav57u9tYBf1kMeBS9yxZ+E7j6e3Tb6wT+NE/dd3DiNbRLIdqrt1BjZbnFZBK3VdhJ2fMLqnrkuMNJCiFJ+JV+bjvw2i1QFQDc+DdJC6zvIvDMYsCj6AG24OvANd+XuP98ldSDUbTcpbTDJtrrX6RG1nKzZQJfPkQBGEBNpZUVhuYw4P5dQLLwq/HCJ/TZKblveEHS1OqvJ263InHzqq8Ay/+HbvvcxC0mlIuWswi4633p/ht3SJWbokVnELcY2Oz/X+DTH6q579sJpAiChXU7iVtZAHD980CBcNluoBF4ehHgViSjztsMrBSqEH0e4OkFUg9G0bIWAHdvY3e/ufeb2NG4g3NJDk/GuxvfRXQI/f28ePpF/G/F/3I+VpMVf1/zd0yNo3VyqP0QHtr5EAIK7p8t/BnW5VJngfbRdtzw/g0YUayT2/Nvx7fnkEisN+DFTe/fhLpBvj/lrKRZ+NtqSUrl4+fP4MJxvnAjwhaCW54oY1/8Jz5p5hoPA/SL/PrHSpguUWttP7Y+dQpBRSL91ZvymVbSSL8Lb/z4GNwOvkqrYGkGFt1Mf98BfwBv/vS4ql9iSq4N1z8mXZL95MUzOH+U5w63heDW75UhNJK4T33aggNv8evNaDbg+m+VICmLPpO2cwPY8ruTKu5ld05F/ny6pDQ64MYbPz7GKttEm7E4HYtvpV3QQCCIN39ynCVmi5acE43rHythQdvOv55llYSMOzoEtzwxB2GRdPKv2t2C/W+oua/7RgkT1my/MIgtvzmhKlxYevtUpk5uH3Tj9R8fY5Vtok1fmIYlX5zKuN/62XFVn8ek7Gjc8G2J+9OXalCraNwdFmXBLd8rY0F59Z5W7Hud7ytqNBnwhW/MQkou/e121A3ivf9Vcy++bQq7TGofovl2jvDc0xakYentxB0MBPHWz8tVfR4TM6Nw4+OlLGjb/XKNqnF3WJQFN//3HBYknt7Xhr2v8n/fRqMB1369GKkTYwBQb8V//LpSVXCx+NbJmCFcJnUMe/D6j46quGm3Np9xv/2LclWfx4QJkbjpO7NVweY/a1ckHD6bXf47WR1V6gALoJPc6bfptscOHP6T2sdrB47+Wbq//9dQVyoGhccFO/pndYAFkLSDW3j89DvajZ3rdgLtJ+l21xl1gAVQJWS1cFnR6+QlDxi3g5dw0OSGgvsZdYAlPu4WHj/znjrAAki8VKwu7K5RB1gANciuekPgcwGHfq/28TmBI7L3o8stCxaOPasOsMTHXUMStzLAAqg5dItQ5ddzXh1gAVQJeUrg9rmBQ09pc8s/h/2/0a6wlM/3sWfVARZA0g7OQbpds1UdYAEk69BMUhqNQ42qAAsAuhxd2FpH78cb8OLF0y+qfNx+N146I8mbvFD9girAAoBnqyRpi9drX1cFWABJOwwJ7+fT5k9VARYAVHZXoryTqiKHehy4UK6ujLUPeVhpfsAf4KQaRPP7Ajgh09eq2N6kClQAoOIj6bWn97apAiyApB2coySt0nCqV7MhdWf9EFrPUYn7cK8T54+puR1DHlaaHwgEUblDzR3wBTnuyh3a3OVy7n2tqgALIIkE5whxN1b1qgIsgCrGGHefE+ePdqp8HMMe1ByUuCu263FLj1fuaNKsDC3/qFHi3t+mCrAAoOZgB+xDJIPTdLpPs5F2d+Mwa1g80u/CucMdKh/niBdnD1LFbFBvvv1BTv6h8uNmTe7K7U0Q9xJoXtXctYdk3Gf6NBtp9zSPoFmQ0rAPulFzWD3fzhEvzh4QuINBVGxvVHMHgpz8Q+WOJs2KVvm61+U+0onRAarQba7p12yk3dsyiqbTakmKK/b52OUfZPXU6j/XLTw33K4dYMh9AEkLSjWG7PFunfE8o1L5v6jNpHms2vH7DLdrn6iVTHpzwPnojOe1A4MtY/sA0vsea77F8UY6pABoLCa9OZCPoefjdVBAekmmmnH4CM+NdgFOHT0Z+ev15onz0RnP55SkPsbBdHFII+gVTHyuz9mHAbc2tzwY0gqMAKB+qJ4FX3rjeQIetI6QXtnFQX2m+iHSJOrvcOgqq4jSBM5Rr+aJQ+4DQLcMfrDLwSQc+nV8Ar4ghgS5BT0f+Rj9HfYxuClgcI164Rj2aPu022X+2uMN9ziZbIHcn+P2BzEoyC3o+cifG+x0qPSYlD4ehw+OIR3uDofKX2kjfS4m4TCgxx0IMpmI/naNH6NK7q5xcLt8GB1wa/vI5lhvvJF+F5Nw0J3vQBCDgkzEWOtEfP1Al0MzgAakteR1+THar80tX9N6440OuOERuXV8goEgBgTdL72/k7Fef8X+/Xb5B1mJU/WfEy+nRafxvQa1fAAgcYq2j/zxJJ3xQiKlHK+kfG0fQOIdj090Gt/7To9Jbw44H53xLBGSArueDyC977HmWxwvKpWqJC/FpDcH8jH0fCzhkgL7mEz54/ARnotMlipEx2LSmyfOR2c8c5jU43EcTFrNoUUTn4sPjUesVZtb3qRZq2EzAOTacmE0GMccL8QYwpTj82L0mcS+hHGp4ZqNj+k5SvIOi7QgLEo7X0T0AUi1XMtiksNZ4necjo/RbGBVY3o+8jHiUiPG4KZL+KGRFlVuGfOR9TfUGy86MYwlUMv9OW6TjFvHR/5cTEq4ZgNhuU9IuFmVMySxhqv8lUY5cZRzFavHLeRO0XHUDatV3Mnj4A4168ocyOdYb7youFDWK1F3vo0GVqU31jph3Bo5aqKJa8kSatKVg5Cvab3xImOtCBG5dXwMRgNiBW69v5OxXn/F/v12+QdZqYV8A2XRYrOlvJ6QCG2ZA0sEX3a/8BvQ/IZd+A3pdtlDUuWZ3MoelPKoZlxPidFKm3gNkDaTbidP5xsRixaTSZIEAGAJ4yvWGHc4LyMwLu4vaQeaZQ9IeVTTr9VOPM9dSpV4AAU9U9aqfWwTJMkMSyjlHinNHEaVe6It+LoO99el23PuVyewi4+LeVTTr5WqPeWWswiYIFTXJU6W8urkFp1B1YIAFRnMf0SDO1RqhQMAC79GlYAqbtl8z7lfO0CefS9VcQJUoSlWTcotawGQSZWp2bZsrMhaoXJJCk/ChonUtNpisrCWN3Kzmqy4c/qd7P49BfewYEpu9xXcx27fMvUWVQI7ANw05SbYhPdzdebVmsHYrKRZKE2hikNbYjgmlajlKSJsIZg6j/KojCYjipdnqXxMZiOKl0vFBrNWZWme0EpWSa+dsThdUwNq+sJ0lo+UU5SgeZJNyY1GhlC5F50Qhsmzk1U+4bYQJj1hNBq4ykbRjGYDz71yHNyLMjQ1oKYtSGOBXHZhAtfkWbTkHBl3fJiq5yMAhEWHMAkHo9HAVTby3NLjs1ZmqpKuAXBtfmYsTGf5aXLLvyqV5SNlzYhn1XByS8qKYr0go+JCVb0TAcptEpsoG/S4TfznMGuFNvesVVks/2vagjRN7qnzUlgVaNb0eFWfQoBysjIFmYzIWCumztPhFvLWDAYDV5HJuI0GzFrBrxOxspLjlq2faQvSNH+QTJ2bwqp1M/PjuMbmoiVMiFT1VLxin5/9ZyS+exzUZuXU63Q5Zspa4OoneLHHYJDypo79hfoPZs0Hln6X9JPkVruNkrZ7ztEJcNE31Sfn9hPUQqXpIO1+zHmAgjj5T7LhduDTHwG179NJuvBmGi9E+sUIr1Pgfo1uT1kjcCuq8I4+Q/9GOkheYel3gQyFdlLthwJ3LZAwiU740zYquE9Sm57GA1TtNvt+Ch447g5qLVPzPgUdhTcDS/+LAlXG7ZK4PXaB+3vSzhLj/ovUhihzrsBdyvuc2w7se5IuC8ZPJG5l4+6OKkqibzxA1YCz76MgTs490knzXbOVuAtupPGssi95r4uKH06+InCvJumFWMUX+LFniXu4nfTMln6X/pfb+R3UXqf7LFUELvg6MOM63qezmtZJwz6qxJx9LzDvEU6eASNdwK7/ofk2Woh72XelwBeAx+/B06eexnt178Hhc2BRxiI8Wvyoqifhm+fexMtnX0anoxNFCUXYXLwZM5Nmcj77W/fj6aqncX7gPLKjs3HPjHuwOmc1/5H0n8MfTv4BRzuOIjY0FjdNvgl3z7ibC9D6nH146sRT2Nm4EyajCWty12DzzM2IlP0A8XsDKP+oETUH2+Fx+5E9Ix5lG/PYDo1oZ/a34dSnLRjpdyE5Jxpz1uciTUgKFq35TB+Ob2tAb+sobIlhmLUySxVU9LWN4ujWerTUDCAs0oLpi9JQvCKLO/E6Rzw4sqUeFyu7YTAaMKk0GWUbc2ENkwIdvy+A8g8bUXOoHR6nH1kz4lG2MZf1JBTt7IF2nNzZTNzZAvckBffZPhzf1ojelhHYEsNQvCILU8oU3O2jOLpF4p62MI1OvHLuUYG7ohsGAyRuWcWb3x9AxYeNOHuwAx6nD5nT4zF3Yy7boWHcBwXuPheSsqIxZ30O0ifzO6EtNf04vq0BPc0jiE4Iw6wVmZiiaMjc32HH0S31aD7bj9BIM6YvSKcATSbP4Br14siWi6gTuCeWJqNsQy5X8eb3B1DxURPOHmgXuOMwd2OeirvmUDtOfCJxz16Xw4JM0Vpr+3HsA4m7eHkmC+pFG+iUuK3hZkxbkIaSVVk8t92Lo1vqWV6hON9y7oA/gIrtxO12+JA5LQ5lG3NZL0XRag934MQnzRjudSIpM4q4ZRIlANB6bgDH369Hd/MIouPDMHN5JgvqOe6t9Wg+04+QMOIuXa3BvbUedeVdCAZJRmTuxjzNwPKftSuJ75/NLv+dLIASt/vrAUef7Laih5PfQ4+PdFI+T3+DdguV/gbqc+d10PP9Ggnsw+2U2O51UB5P/0VKmpabvZced48Ajn46jjKB2z1KTHYZt7L9j0/BPdCg3ctvoFHiHtLhHumgx70OOrn316u5HX1Uiegeptv99YBLwe0RuXv522NyC3xa3IMtsvmuV/uMdAjzbSfuvovqXo2OfmG+ZdzK+fbYycfRp8/t99IcMe4mHe4manvE5luLu5Me99qFdVKv5nYKa8M1JNxWz7fD60DzSDMGXAOwe+1oHm5Gn4tPZPUGvGgebka3oxsunwuto63osKsTittG29Ax2gGXz4VOeyeah5uh/J3V4+xBy3ALnD4n+px9aBlpgUvBbRgMxczDG3Hbvh/hlr0/wIxjqxEc5XdkvB4/BrsdcI544XX5MdTjZMncogX8AQx2OzE66IbPE8BInwuj/Yo5AjDc5xJyggIYHXRjqMep4rYP0eM+jx+OEQ+Gup2q1icuuxdD3Q64HT663eNgvfYYt1tk9Uq3h7W4HbAL3MN9LoxocI/IuQfcGOp2qLgdQx6Je1i6zXGPejHU7SRuhw9DPU5Vor/P7cdgN80xcTtUuWNizpR9QJrvS3HbB90Y7HGqcpAcQ24M9Tgk7m4HfFrz3XMJbk8AQz0OGbcTjmH+e4lxD3qE+XZipG/sdWIX10lAuU48GOxxwusW1kmPEz6Pmnuw2wG30we306e5TnyeAIa6nXAI3IM9TlXOWzAQVK2TYQ3uEeFxtr67HaokfnFteN1+OEc9GOpxwKvgptZJDrgcIrdTs7Diin1+9p+xk/XMYmpQLLewOOCRCkmQ9P2vqBsyG0zAvR9LuysVfyU/pa37DQlgAlRl9/wKIKCoZJp1J7BBqKhzDgC/L6GTudxSi4Av7ZPuP7uM74sIUC7TI5WSIOkHX1c3ZDaYgHu2S7srlS8DWzUuz635lSRI2n4SeO5qNXfx7cBGoXLOOShwKwKP5ALgwf3SztFzy9UNsENtwOYKSXfqw2/RriHHbQQ2fSgJkp58FXhP4zLu6iclhfWOU8CzV1MDZrkV3QZ8QagMdQ0Dv5+lDlCTpgMPHZS4n1+pboBttQGbj0uCpB89zlecitx3fSCp9Z96A/jHA1DZqp9Ll6U7TwN/WaLmLrwZuE6YF/cI8NQswN7N+yROJRkPYcdr0/ZNqOji10mkJRJbrt3CBEl/efyXeOnsS5yPAQY8v/J5Jki6rX4bHt//uAr7m6XfxF3TSen+wsAF3PzBzfAquFfnrMaTi54EQEHI3584rDqhxKaE45YnytgOzHu/qUTbuUHOxxJqwm3fL2OXOA6+U4eTsoo8ARwbvjKTCZJeKO/Cx8+dUXHPuy4Ps1bQLmR/ux1v/vS4qg/exJIkrLyfpDe8Hj9eeeII7IP8CTwmORy3PjGH7Qhs+e0JVSNpi9WEW79fxrSwDv+jDpU7NLgfmcmU1+squrHj2dMq7rnX5rLLSAOddrzxYzV3XnEiVn2pAADg8/jxyvePqJK/bYlhuO0HZYx761MnVY2kzVYTbn1iDhMkPfLeRc0Kw3WPFDFB0voTPfjoGXUPy7INuSgVhD0Huxx4/cfHVEFsTlEC1jxUSNxegVuR/B2dEIrbfjiXCZK+//tTqkbS5hAjbn2ijGlKHd1aj/IPG1VMax8uZIKkDad68OGf1dxz1ucwYc+hHgde/59jqmAwuzABa79M3H5vAK98/4gq+IyKD8UXfziX5dNt++MpNCoaSZstRtzyxBwmSHrsgwYc/0D9g3fNQwVMkLSxuhfb/lil8pm9Nhtz1ucK3E68/qOjqmAwqyAe6x4uIm5fAK/+4IiqH2hknBW3/3De/5kg6ZWdrM9ml/9OVtNhdYAF0K6AKCngHAROvqb2Cfr5QODIn9U+ysePPasOVAC6VClWplW9qQ6wAAoYGg/S7ZZj6gALoMbHpwRW1zBd2tLiPvrMpbmPPj0O7jdoFwgg6QhlgAUAXdVA43663VquDrAA2ok59Srddo9S4KfiDgDH5NwashoA/36OP6cOVACg+k1pF6r6Le0G4N1ngPo9dLutUh1gAVS9Kc6xxw5U/k3tM25u2eO63G8Do0JQdfoddYAF0CXf+l0AgJq+GlWABVDD5i11WwAALp8Lb59/W42NIF6pkdaP/Lbc/l7zd3b7jXNvqAIsAPi48WP0OGiOL5R3aVapDXQ62Mmyt3VUFWABVHElSiH4vQGc2a+xmxwEqnZJu4enPm3R5K6SPX56X5tmo+GLld2sxP1iRbcqwAIoYGg+Q38Dfe2jqgALoMCyRpAU8PsCOL1Xm/vUbompapcOt+y96XKf7GEn+YsnejSr64Z6nOwkP9BpVwVYAO1uiRIOfn8Ap/dpcCtYT+lx725hu3Cn97dpNkhuqOrFcC9VF9af7NGsrhvudaGxiv52ae7V35U+TwBnBCmEgD+A6r0au8nj5m5lu1ln9rWrAiyAAh2xCrX+VI/u7l7DKeIe6nGoAiyAGk2f2S9wB4Ko3q3DvXsc63tPK9vNOnugXRVgAUBTdR8GherChlO9mg3XR/vdqD+p8f14xT4Xu/yDLK1LOcrn7L2AX7uUlnv9kPYXEO+jM57fA4wKC3lI+4+Ge/14fBy96stLn4WJ89EZL+ClS1ljHUf+3Hh8HL2UG3dJpvFw6/gEfHQ5DtC+7Kt8/Xh8HP10+e+fZRqPT9BPlz8B/fUme73WJT/RxOeG3ENw+LS55a/XO1anvZOdPDvtau0fAPAH/eh2UECodTlPNDEYGNNHeM7loMuI2sdxyW5r/+3ahzxMwkHuL7dgEBgVAiutE6do4nN6JfcAMCJweJw+ePS4ZWOM6DA5hj0ssNIdLwgWEI7FLb7v8bw3r8uvqSVGPm6Vv9KcI14WWOl+vrL5Hmsuxef05kg+htcTgNs+Hm7t8VyjXhZY6Y4XlOZyzDUwjnUicvs8ft1LdfI51lvfbrsPPkHCYTxrQO9v4FKvv2L/Xrv8g6z0WdCtuRYr4mIytRsIy30AdTK5pk+ptk94glSar9VAGSBO8VhpY3CLY9gmSP3x9HzGYkqX++gwhcVJFYV6x5EfK61Yu7JO7hOdQTIO/yyTnCNdh0lsQTOWj/xYacVSr0U9n+g07VZLyjH0uNPH8ZmE2qT+keOY7+nx01nPQqUVJNDlpMTwRKRFpI3po7yt9BGrr/R8Ii2RyLHRJZfkXB1ZEQDJ2XT5IDErSrPSCwCSc+j14VEhmg1t5cchf+1LEomZUexSmZ6PJdTEytdTcsbgFl5Px9ThFphCIy2IViTva3Jna4+XMCGSXXLS4zZb5dz6l2TEMRInRLEeenpM1nAzk1dQ+cjG0BsvPj2SSTgk68ylOcSIeKGCUz4XeuMlZERqNsiW+1jDzIhNCR/TZyzuuLQIJuGgtwbMFiOr4NT7TOTPxWdE6l5+E+cmJNSsK6sgH0NvvNiUcNarUc/HZDEiISOKG/dS412xz9cu/yArPo/yoZSWXipVBZpDqEJOaZEpvLTDkv8CTApdE5OVqstEK3tQO4BY8jiNA1B1Y8YctU/x7UCCIDUQlwOU3q32SZtFpf0A9dGTj824k3kJhyXfUffEM4UAS78j3Z/zABClcSJe8h2p7+KUNcCEMrXPzC9KrYdis6T8NLmlzpSqAk1mYNl/q30iEnkphMWPk6yDilv2Wc25n4I2pS1+nCQuAGDySqk5tNwKb5F0tmwZVJWotJRCYLpQFWg0UbWhMvgNT1BwPyY1GhfNaKGqQNFm30dBsor721KF6cTlJNegtIIbWQuf5Ihk3DL1FpXLlNgprCrQaDBic/FmGBTcsdZYbJq+id1/sOhBhCnm22w0Y3OxlM9305SbkB6pDjS/VPglhAvvOXNanNRkWWYTS5NY6XuEzYrCZerPLT49ApPm0A8Hg9GAsg25qukOjbBwpfmla7JhtvIBstFoQNlGSW5k+sJ0zYCtdHU2QkLpRJWRHys1K5ZZ3qxE1gonPDoERVerP7e4tAhWFWgwGDB3o5rbGmFGsUxqoHRNNju5i8bes2DTFqRpBmzyZsgZU+NYnpfccmcmspNnWFQIZl6jlpWITY1gEgnEnafSpbKGm1Ei4y5Znc0adnPcsvmedlWqZsA2a2UWq3hMnxKLzOlq7pyiBNYKJywyRFMOIzYlnKsKLNuYq+IWGykz7lXZrPE1xy2b7/z5qaqqRQAoXpHJKgfTJsUgq0AteZBdEM+qXpVrVLSY5HCuKnCuFneoCSUrs2Xc0mfNuA3A3I2STEr+/FTNQLN4eSarHEzNsyG7MEHlkzk9XlU9esU+P/vPSHwPBIATLwHHX6DLVNOvB+Zv5sv3AeD8x8Ch35FMQc4ikmdQyiV0nCIphM4z1GNv0bckbSvRhtqohUr9HmokfNVX6EQvN/cotWI5/TYFQKV3A7M28eX7wSBQ+RIltnsddLKf/whXvg+Aevwd/C1VNeYsoj6JMYoTQUcVcXedJrHMxd+i3Ru5DbcD+35F3JHJwFWPkoyB3Dx24q5+i7hLNgEld6u5T7xMLWK8dmDaF4hb2Ui6bidw4Ld0qS57Ic23Uuahs1qY72pK+F70TX7nEKDPa/+vgYu7iHv+ZmCqQqvLI7Qaqn6TArVZd1EwaJR96QaDlH917DnAOwpMu1bgVvwCrPuU5nuoFci6itaAUuah6wxJOHRWAQlTyEe5EzrSSS2C6naSZMa8zUD+OhV34Mif4Tr9FmCyIGzmHTDMvpfjDgaD2HJxC16vfR12rx3Ls5Zj04xNrG+haIfbD+P56ufRYe9ASXIJHih8QCXzcGHgAp6pegZn+84i15aLBwofQGFiIefT6+zFc9XPYX/rfsSHxePOaXfimqxrOB+fx49Tu1pw7mgXjEYKFmYsSufKyQGg9kgHqne3wuPyI684ETOXZ6oa1rbU9qNyexNG+lxInWhD6ZpsljgsWl/7KMo/bERP0whiksNRuiabnahFcwx7ULG9EU2n+xAWacHMazKRN4vX6vJ5/aja1YraI50wGoH8+WkoWKLmPnekA1V7WuFx+pE7MwHFK7JU3K3nBlCxvREjvS6k5tlQsiZbJfPQ325H+UcN6G4cQUxyGEpW5yA1T81duaMRjdXEXXR1JiYqNMb83gDN95FOGIzA1PmpKFiSwZLHGffRTlTtboXH6UVOUSJmrVRzt50bQLnAnZJnQ+nqbFXg0d9hR8VHjehqGIYtKQylq7NZrz3RnCMeVGxvQmN1L0IjLShaNgGTSvmdd783gKrdLag90gmDAZg6LxUFS9Xc5491ompXK1wOL3JFboXsQNv5AVRsb8JwjxPJuTbMXqPmHui0o/xDibtkVbZKVsM56kHljiY0nOpFaITArdBG8/sCqN7dihqh5U++yK3YdTt/XOC2e5FTlIBZK7OYLpto7RcGUbG9EUPdTiTnRKN0TbZK5mGwy4Hj2xqIOzEMJauzkDaJD4xco15U7Ggk7nALCpdlqGRM/L4Aqve0srzHqXNTULh0wv9Z0jtwJfH9s5r2dYjLzXrPkyZTt1CBVPlXuow4WSbi6Oin5OXGA3R/tJv0pOQ7FAE/VRie+4hyfoaaafcl+Ve0OyNazVZKbveMkCSA2UqXkMJlv9qaD9OxRigJEseeJY0ruYJ57wVKvO8SKpAq/kY7WVNkIqXOAUpyl3PH5VGAJOeufEng9lK7mYgEYG2Bgvt9Cp7cwzLuOVIlo8hd/qKM+y+kcZU8XfLpq6P57hIqeSr/RgHd1DUy7kHyERPmR7vpsuSCr8q4A5QgX/uhxB0eT7tLJtkXbO0HVMQgcpsstOMWIfvV1nIUKH9Byr0S51ts6gyQPMLRpymgE+c7tYjXQXMN0WsbhCrQkS7ilgukitznPqRcvIEm4k5Vcm+jggj3EM8tVmACONJXhe91b0dnBLW9yOn4AE8OLmJNnQGgZaQFr9a8ipp+aufz7oV3kR+fj+VZkgjvqGcUr9W+hmOdxxBEED3OHmREZeCBQqkKMhgM4h91/8Cu5l3wBrxoH22HzWpDflw+LDLu3S27sfXiVox4RtA80gyz0YyZSTORECbNd2fDME7va2O5KdV72pCaF8OJOA71OFG1q5X1gTt7sB0JE6K4AMLj8qF6dyv14AuSDIMtMQylayQx32AwiNpDHWg42Qu/j8rgQyMsSJwQxZ08Gqt6ce5Ip1DG7kTV7lak5NmYOCZA/f5O721jOSqn97UhdaKN7WQB1L+wancr6wNXc6gDCROiuADC4/Khek8rJckL3FEJYZizTsF9uAP1JwTuXies4RYkZkbCbJGC6MbqXtQelrgNxhak5tmYOCYAdDXSfIuyBaf30nzLL8kN9wncjcMy7khMni2diL1uP6r3yrgH3YiKD0XZel6E+NyRDlys7OG5s6IU3H2oPdIBt524qw2tSM2L4dTZu5uIW0zIrt7bhpQ8G3fZbqTfhardregSuQ93ID4jktMT83r8qN7TRj0PhbyvqDgrt9sDUC+/iyd64PcK3GFmJGVFscucAPVUrD3USfISkNaJWDkKUJ/C6r2tMm7ykQf2I/0uVO9uRVcDcdce6kRCeiSnJ+bz0Hy3nO1n+YFRcaGYe62Su4PjDgkzIzErGhY59xk1d+rEGA3uNgwLSfyn97UhJdemCpCv2Odnl//lwoAfePUmKcACKLH4zTv4xOKtj9COgmieEWDHfwEXZI8d+A2dqMUqvIAPqHiRHhet7lNg++N8L8SLu4AtMgmF4XbgjdulQAUg0cpXbwL84rEDdF8MsABgtBN4806pJx9AkhJ1n8i4R4FPvkdimKIdego4/qxUzRbwUeCz/1eST/0e4KPHeO2o+t3AFlmQOdIJvK7g7qkFXr2Z537tFinAAihx/q27pJ58APDB14ALMkbPKLDz+xRQiXb4DxT4yrlPvEw7RKI17AM+/CbP3bCXl34Y7QZev41Pbu89J8y3cOxgkLg7Zdz2buCtu3mNq23f4Bt3e+3Apz+kAFW0o3+mf36hwi7oB07+Hdjzc8mn8QCw7et878mGfcA/vsTu9rv68eiuR7lk84ahBjy882F4Be5gMIhHdz3KAiwA6HP14bF9j6FxqJE99tOjP8Xult0ICo33nD4nfn/i9/ikSVo7r9S8gpfPvsyqB/1BP7Ze3Io/nvwj86nsqsSPDv+IaxJ9vPM4vrNfuvTsGvXiwz9Vccm/g10OfPCHU/B5pYTwj56u4hrtOke8+OT5MxjolPqo7X/9PFVsCfvpPk8AR7c2cM2lq/e04eTOFpYsHgwEce5oJ45ulT63zvoh7H6llkvsbr8wiE9ekL4XXHYvtv2piksCZtwyXaoPn67mGu06R7zY+cJZru/dgTcvoP5ED8d9/IMGnD8ufZZn9rXhxCfNEncQOH+sC0e2SNxdDcPY/Xeeu6NuCB8/L3G7HV5s++MpThdqqNuJbX88Ba9HPt/VLMAC6HPa+WIN11z6wFsXcLFSxu0NoHxbI87Jmkuf2d+Gyh0894XjXTj8D6lnZXfTMHa/XMMlpHdcHMLHz0nfZ26nD9v+VMVVvA33OLHtD1WslyAAbH+mmgUqIvenf6tBb6vEffDtOlys7Gbcfi8JmNbKmkufPdiOyu1NLDk/GAQulHfj0LsSd0/zCHb9rYZLSO+s57k9Lh8++MMpnrvXhQ/+eAoel/R+dzx7Gp31Mm47ccvX/KF36lBX3s36M/q9goDpQek7tuZQByo+4rnrKrpx6B2p12hPywg+/etZjrurYRjb/6Lg/uMpFmCJ3Nv+VAWPU7tw4Ir9++3yD7Lq9wCDat0X+FxA1et0295Luw5aVvlX2W2N8n3l43o+5z+SSvOr3tCuChxsliQFGveRwKbS/G6SVQBo963mA+3xKv6mffuz+pzfLlXpVb2pXRU41AJc/JRuNx2gnSwVt4d2bQDafavZqj3eeOaS83lJ2+fCJ1IQXfWmdlXgcBv5AUDTIdrxVFrAK8l7uIaAM+9pjzeeueS4NSQsAJpHoSH3h/Ufwqkx393ObuxrpZ20kz0nNZs2+wI+bL1Ic2z32rG9cbvmcO+cf0e6feEdbZ8LvE9Qo0PykY4jrEH0+eNd3ElSNMewB41VVNbeWT+EvjZ1U9pAIMhOjF63H+dlwZTczh5o17zN+RxU+GgkPrSdG8RQD62NuvIuzWpG54gXDYKkQFfjMPpkJ3ctbp/Hj/PHL819Roe75mAHq+Y8e1Cbu/3CICvNr6vo1qxmdI540XCKKpp7mkfQ26LmDgaC7JKXz+vHeVkwpcetN981hzokSYGDHZqNnTsuDrFmxBcruzWrGV12L5MU6GkZ4QJajvuQJJlx7oh2Zex4uGsPd7Aq1JqD7ZrcnfXD6BMaTF+s7NHkdtt9FFiDugvIA0PGHYQkUeIPoObIPz/ftUc64Re4aw9pz3d34zALRutP9mhWYbodPtRVakjFXLHPxS7/IEvUptIyUf/JNURaR5o+stc7B8c+zljjBQM0zqWYnP3j93EN0S7JWD5jHUv+uO54Qel9j2cux+PjHtHW5JL7jHWs8XK7Bi/N9Fnm2z2qrW01XqbxvDfZc0OeIV2XQfcg+bj1fcTnHF6HpraV/DgAMKxUwBcf9wyzk76ej5xXqXwtN/GX9lgq0y7hROB1+xHwaaeEyl+vN57b6WMn/THHG/Vx42oeS3i9e0xues7nCWhqRMnHomNpj+eRcY9nvPG9N30f96jEraURpXy93rG8Lj8LVsbido+Le/zz7fcGNDWixs3t9sPvF9aJjoSFnOVfX9/0XMAXZBIMqrFkHHrj+dx+ts5c42DSW2+X4r1i/167/IOs7AWAUSe1LG8p/R+bA8Rk6fgskW7nLh77OACQu0TbJyaTcqXG8jGaKQEcoIRqo04/qVyRO1u70bTcZ6zxxsNtm0C5aWP5GEyUcA8QtylE208czzZBu2HzeJnG896i0ihRfiwfgxHIET7TrPnqCkzleLZ07YbNwPi4x+MTmQIkTQMAzE2dq+liNBhRlkpVnsVJxQg1aXPPSyPl/MTwREyM0Z5v0QcA5qZpj1eWUsYkHPR84kPjMTmW5kbZd42ZAZiQT8m6qXk2mEO0v17E5sDh0SGIT9cucRd9aDztyqj0ybFMJkLuL7ewKAtrUpyRr1NhZZDeU0quTVXJqGQKjbRoNj4mH2kMvfHSJsWwxO8MHe7QSMo5k4871njJOdGqSkaJQ+COsGg2PgbA1PXHYkqdaGM5WXqfiTXCjEShSfEEvXUC6T0lZUerKgKVPiFCXpWWyVn1xkvJtbHcJl3ucDPLy9Nd30ruMO3zjviZWKwmXemECTIOvfGSc6JZZazeewsJM7O8PL33BoA1tr5in79d/kFWVAqV8ystfz2QdzXdNhqB1b9QBzVJ00jaQLRlT1ACs9zC4oSyfsFm3w8kz+B9jBZg5c+kCrzcpermzACw6DEgWkiKjEziJRZEm7IWmChUchkMxK0MahKnAmVy7u+RzADHHavgvpfa43DcZmDlT6VKttzFwPQvaHB/U2q2HZGgLSsxeTUwaaXEvernau6EKSSBIdrS76r1y0JjqEm2aCV3UyK8knvVzyTunIXAjBvUTAu+LlVhhsdpy0pMWslXWK76uVrGI34SL5mx9DtABF/9hVAbcM0PZNx3kayF3Awm4haKEUqSS7A2V1ElCeDu6XezqkCb1YZHZz2q8rkq/SosnSAFdY/NfgwhRn6+s6KzcOc0Sd7kwaIHueR1AIiyROFrJV9j96+bdB1mxPPr22Qw4bHZj8FilErFRVkAuRVfk8mqAq3hFlVyLwBMmBaH3JkSw4IbJ6kqn2yJ1NhXtNlrcxBh499bSKgJ86/jS9yVJzSDAbjqhkmsIiwlx4apiqa7AFB09QRWpRYSZsb8L6i5M6bGIm+WtFYX3DAJZgV3tNAAmuOO4deSJdSE+ddLAfHUeSlIydXinsjmJSkrGtOu0uBeNoFVqYWEmmk+FHIB6VNiMbFUWqsLbpyoCn6jE0JRvFImmbE6m0teByhgkHNPmZuiqpI0GICrrp/IArHEzChMW6iWjSlYmoG4NBn39RPV3JNjuEKDq26cpOKOigtVSU9ExvHcZiX3nBSkTlRUExuA+ddPZMnxCRmRmLFILWMyY3E609KyhJhwlQZ36kQbV2hw1Q2TVEF7ZJwVs4S2SgBJOMiT10Xuq2Tck2Ynq6okYQDmX5fHguv49EgULFHLpkxfmMa0tK7Y52//GRIOAHD+E0oA97mAmbeRdpZR8Qup8zSw56ckCTDxGqrQU8oljHQCu35CCdIpMygQiFZ8wblHgYO/o0T6qBTSdUpRBDABPyVxn3iFqvjmPQJMUcg8AHSMg78DvE7qxzfrTr4iEAC6zgK7f0wJ9XnLgAVf0+be/VOSFEiaTppN0YovOI8dOPgUcOFj6tW35LtAqpI7AJz4O7GbrVR9qZR5AASZg99RLlTRLSRPoeKuAXb/hBpa5y4lbqXMw0gXfSYdp0h6Ytl/SwGdnPvQ7ynZPzKZtL3SitTcJ18hKQ9TiMC9Biq7uIcKGbx2oOAmknlQcnfX0nwPtQI5S6iyUMk92k3z3XGSgt5l/62WA/E4BO7tFFQvfhxI52U1AsEAPr2wBTtr34TFaMbqGXfhqmxeLgEAjnYcxXPVz8HutWNd7jrcOOVGFvSIVj9Yjz+c+APa7e0oSynDfYX3ISqEXyd9zj786dSfcKb3DHJjcvHIzEeQGsmvb6fPiTdPvYMDjYcRHxaHO2bfgumJ0zmfYDCIc0c6ceZAO4xGAwqXZSCvWBF4gmQOKj9qhNvlx+Q5yZixOF1Vvj/QacfRrfUY6XMhbXIsSldLWkuMacSDYx80oKtxGLEp4SjbkMv68Ynm8/hx8tMWNJzsQVhUCGavzVYJNAaDlDR/Zn87DEagaOkElcwDQDIHFdsb4Xb6MXm2wK0o3x/osuPY1noM97qQNikGJauzVXIJzhEPjgml+bHJAneCgtvrx6lPW1B/ogehkSGYvS5bJZoZDAZx/lgnzuxrBwxA4ZIMTFTIJQBA+/kBlH/UBLfTh0mlSSTzoOAe7LLj6NYGDPU6kTYxBqVrNLhHPTi+rQGd9cOISQrD3I15mtxVu1px8UQ3QiMsKF2bjdTcGBXT+WOd1IbIABQsyVDJPABAe90gyj9shNvhxcSSZBQuyVAF34PdDhzdUj8mt2vUi+PbGtBRP4SYxDCUbcyDTaFD5vcGcGp3Cy5WdiM03IKSNdlM/4rjPt6F00I7nxmLMzB5tjZ3xYeNcDm8yJuVhCINuYTBbgeOba3HYI8TqXk2zF6To5KncNm9KN/WgPaLQ7AlhKFsY65KDsTvDaBqTwvqKrphDbegVIf7QnkXqve0AkFgxhJt7n/Frkg4fDb7z5BwaNgH/ON+KQ+m4yTlMsnFJ/sbqAJOTNpuP0H9Bdf+Wmog7LFT9ZeYnN5xgpLqb3mN19za+QPqTSdmrPacA25/W1JOBygJ+qPHpXY+ndXATS/xlyQbDwDv3C/lBHWcIm6xqTNA8gBv3gn0XRC4T1Luz7rfyLgdVG13cZf03gabgFtf44OxnT8UejUK3N21wO3vSMrpAAVXH35Lxl0F3Pg3/lJY0yHgnfsk7vaTVH04V7ZLNdhC8917TjbfvcD6p3juLV+Wqj4Z9+t8ULPrx0I/Q3G+a4AvviMJuwIUYH34TangoKMauPFFYOLVkk/zEeCde6S+ku0nKXdsnmyXaqiVuHtqZdw9wPrfSzuVXidVZV74WPIZaAJue53X3Nr9E9LuEvMBu2tovsXLswCMJ1/D8m1fx3KRu3oPcMMLwCRJnuFk90k8tu8x9Ltovmv6a+ANeFlTZ4Da4Xxj7zdQN0jr+0zfGfS5+vA/V/0PjIJCv9vvxvcPfR97W/cyn9aRVvzh6j9wmlsntrTBvjMNM4PXAwAqDg4hdbOdKZADwPmjndj76jmW49PbMgKT2cia9QJAZwNVbTlHKB+kt3kEfl+ANXUGqKXIjmdPsyT57qYROEc8WHZnPrsU6PcGsOvlWtbvrqdpBMM9Tqx9uIg7yR7f1oATHzezBOG+9lGs21yE+DTpb/f8sS7sfUXOPQqj2YgcmYhjV+Mwdjx/Bs5hD88t2zWxD7mx49kzLEm+u2kEjmEPrt40jePe/fda1u+up2kEQz1OrHu4iDvJlm9rROWOJsbdL3KnS9wXyruw55VzLDdJ5M6dKe2udTcNY8dzZ+CQcfu8AZSuzua5nzvDkuR7BO5rNuUzrTC/L4A9r5xjSd7E7cK6zYWcBlTFR02o2N7E+gL2t9ux9uEiJGTw3Lv/Xstxm0xG5BZL3D3NI/j42dOwC/0we5pH4fP4WVNngIoqPn7uDKvc62kagX3IjeV3T5O4/QHsebWWqifl8725CGFRMu7tjSj/SOLua7dj7cOF7PIsQMUGu/9ey3KqelpGYTIZuIC8p0WLO8DJeDhHPPjk+TMsub+naQT2QQ+W3zuN/dgI+APY++o51FV0q7jDoyXuyo+bcHxbozTfbaNY+3ARdwn44olu7HpZzj0CgwGage0V+3zs8r9c6HUBb97FJxr7PcC2b1LwI9qWzYqquCCJgFa/JT20+6dSgCVawz46WYpW/TbJJchLgvovAu/JTtS9dSQFIO+X6BoE3tpEJ2gA8LkFblmytN9DAU63VK6PrZulAEvkrnhRquQDgL0/lwIs0Rr3A5/+SLp/5h9Ck2MZ90ADL4XQdxH44KsK7iHi9gjVez6PmjvgJVmLTpkcxdZHpABLtMqX+IbX+37Jy2oAQNNBkkwQ7ewWofGynLuRk0JAfwNJXcgrOt1DJM/gESrc/F7iljfuDniBHd+h4Fa0978iBViiiTt7ou3/tRRgidZ8iIJv0Wo+IIkKecHFYBPwriKA3vqIgnsYePseKh4AVRF+Y+83WIAlPvar8l/hTJ9U5v+jIz9iAZZoWy5u4SoHn6t+jgVY7K11n8D/lv8vu99Q1YsTnzRzlUwjfS5OCmGk34VdL9VySdQelx8fP3eGlYoHAkHs+IsUYImPHX73IleVtfe1c6oqxHNHOnFW1ji68uMmFmCJ1lk/zJW4N1b3onIHzz3a78YnL5yV7g+4seulGo7b6/Lj4+fPsOTjYCCIHc+eZgEW4/7HRXTWS0UIe189p6pCPH+si2scfeKTZhZgidbVMIyDb0t/z81n+ihQkXMPuDkJB/uQG5/+rYZL/va6/fjkhTMsoVnkdii4j26pR0fdIHts/+vnVVWIF453oXqPxH1yZzMLsETrbhzGgbck7paafpR/KJ3wGbdMCsE+5MbOv57V5h6VJEp2yAIV8b0ce78B7Rek7/T9b5znpBEAoK68W9VoWQywGHfTCPa/KXG3nhvgAhWAtMI+fu4MK/5wDHuw88WzXNK6z+3HJy+ehXPEw7g/fu6Mivv4Bw2k+SZyv3lBVT15sbKbawpdtbuVBVii9TSPYP+bUjV02/kBHHu/gece8mDHc6cZt3PUg09eUHB7Avj0rzXcurhin69d/kHWxV38CZ9ZEDgtnGCG20l6QMvkQZb89mf1aT4sNQU+/bZ2NaOzny6zARTMOXrVPghSIAfQpTRRFHMspqpxcOv5tBylkz0AnH5Xm9s1KGl1NewlfSkt7tMC92iPOljVYvpX5rutXNK3Ov2OdhWme0jSE2vYRzpkmuMJ3A7Z5zMWU9WbYx9nLO72ExTMAsCZd3W4hxl3eVc5a8ystA/rSZZkyD2EA23a61v0Ud7mfBqkx88f056j3pZRpm9VV97NquPk5nX7mRRCx4VB3ca3opaU2+lDU7XW3wA4iYTzx7TlEi4c72InGD2fvtZRVppfV9GFgF/N7XP7WTDUcXGI06PSYvK4fGis7tP0uSDTydKbywsV3exkqcfd325npfl1Fd2aVZg+T4BJOHQ2DHO6TlrcXrcf9af++fmuq+hm1YV6722g08GCofoTPdrc3gCTcOhqGMaQTNeJYxI4fF6/KujTYtXjvniim2l+6XEPdsm4T/Ywf7n5vQFcFDi6m0aYxIbSLghj+L0B0vbS8hnHfNef6GG6c3qSIUPdTnQ3SvOtVfXq9+lzXLF/v13+QZZ/jAjd5x6/z1h+Ps+lfeTPjekzDqZx+YyDye+9tI/cb8x5Gsd7E30CXmiK/8h9xjoWxz1G6THjHsvH8xl9dLjHw8StpTHGY+vy0j7eMXxE2QZfwIeAjkSJJ+BR+WsdRwxW9CQVALATj6jd88/6iGME/UFN7R8A3MlC64QHgAKmoHj70uNpBVifhVsuhhrUCDLJR3rcrzNewB9k8z3mPAnPjf2ZiJ/bv8otvV5vnuSfl38sJoFb73OTPzfW5yZxAwGdhcJx64wXlM33eOZyXNxj+gjrOxjU/DEi9xlrvEAgyH7zjufzHfMzGeP1V+zfa5d/kJW3VN2sV7SpQp+42Gx1RaDSB6DKPk0f2eNaydQAVSqKOVl6x7GESxWPOYsBi3b5OmOKmaCurNNimqrDNB6fxKlSbpOejzlUym3KWQQokqlV40WnqfsmajHpzeV4fBImA4lTxuY2WakJM0AViFadJE1xvKhkdd9ELaZ/Zb7j8qTWSnrvzRQCTKKWUKUpparkddGWZS4DAMSHxaMosUjbZ8IydltejSi3pROWMgmHnCJ1g1mAKtDEHCE9H6PJgKwZVJ2bNjEG1gjtlM8cobowNNKirvRiPlLOjt542YUJMBhF7kRNn6j4UJYjpMttNLBcsrS8GFUytWi5whjWcIu60kuDVW+8rBnxLI9IzycyzspyhHKKElRVbErulDwbwqLG5g4JM2s29iYfGbdGk2EAyJwRz5LodbljrUwKIbtQm9tgNLBGxsk5NoTJ8o7kJn6mFqsJGVO05QlyuXWivQYmTItnFY963BG2ECRnC/NdmKBq6gxQKqk4N0k50Qi36XAL69scYkKmjhxG7jjWyYT8OFY5qPfewqNDkJwrzne8JjcM+q+/Yv9+u/yDrFCbkASuqCSctxmYMFu6v/4pkgeQW94yKrUX7eonqFxfbnF5vKTArLskiQU5w/qnpPsZJcB8Rdm9wURJ9mECQ2g0sP53ao2vuV+mXoGM+3dq7twlVBUn2rLvqfWd4nKBa74v3S++g524mVkV3GnFVAGoxS32ZbRGAet/q+ae8yUg+yrp/rrfkoyE3HIW8cUIy/5b0roSLTabl0KYeRsweRXvY40GNvxeup9aRE2zOW4jsOaXUl/GkAhhvhUnotn3SRpgIrdSxiN7IV+MsOS/qBJSbjFZwPL/ke4X3qIOtkOigI1/kBL/U2YAi7+t5l79JOtvGGYOww/n/1BVSXjT5Js4na3vzf0e4kL5L/SS5BLcln8bu/9Q0UOYFMuv7/TIdHyzVJq7yWUp3IkLoJPcsjvzWSAWnxaJOet5/TaDAVh40yTWJ9AcYsKy2/NhNPPf+tMWpCFzmjS/i2+dogoOUifaULRMaoA+e20O4mXJ1AAFIVfdwJe45xXz3GarCcvumMoCsdiUCJRt4Hv0wUDyAKLUgslixNI7pqoq8vKvSkXmdGl+F906WRUcpOTaMPMaXgpBqacVGWvFghtl3CXJqmbQ5hAjlt2Rz7hjksMxd6Oae/4NE5nUgslsxNI78lXcU+elIKtAmu9Ft0zhkqkB0mOaKZPMKFmdpdLTIm5p7UyclYRJpWrupXdMZYn/MUnhmKeU8RBkHkTJApPZiGV3TFVV5E2Zm8IFH4tumawKapKyo1G8QuKetSpLpacVEWPFwpsk7tyZiapm0GaLEUvvlBL/oxPCMO8Lat25eddNZBWWJpMRy+7MV8l4TJ6TzIJaAFh482SV/EhSVhSKZUUUs1ZmISmb/wEYbgvhuHOKErhejoBsrYrc8WGachjzrlVXWF6xz8/+cyQcmg5RIrXXRYFT0S1qn/4GSk4eaQfyrgEWfUuqGBPNNQx88n3qzZc8A1j+Q75iDCC5gP2/Buo+BiJTKSiIV3wJApS7U/4iYLFSEJC9QO3TfATY+wtKiJ91JwUVShtoJKbhdtoJW/RNteyAa5iqBztPUTPna34oBXRy7gNC0nZkisCt1gRC9VvA8RdIwmHhN2gXSMV9FNj3C0qIn3k7MOt2De4mgbuNAtpF31Jzu0fpM+k4SbuB1/wQCFcEZ4EAyS5c2A5EpFDwmKD+EsTpd6nq02QhjSwtcdnmYwK3HZj5RWDWHWqfwWbiHmoh6YnF39bm/vSHlGOVmE/rJFzxqzUQIFmRc9tIV+vqHwCJiiBeyX3VV/lKTsGqeqrw51N/ht1rx8a8jbh+8vUqn47RDvym4jdMwuGhmQ/BrAiGHV4Hnqp8Cqf7TiPXlouvl3wdMcogHpRsLkohzL02j6ssFK2uohvVe1phNAHFK7K44Em0rsZhHPugHl6nH1PmpmD6QrX+0OiAC4fevYjhPicyJseidF0OzIpgwePx4eg/6knCITUc86+byFW6iXbikybUnyDuso25XGWhaBcrKWHaaAKKl2chc/rY3JPLUjR1k+Tc6ZNiMHt9rib3sS0N6KwfQkwycSuDHAA4sbMZ9ZXdCI20YO7GPK6ykHGf7EbVrlYYDEDx8kxkzVDvgPQ0D+Po1ga4nV5Mmp2CQg3dpNFBFw6/exFDPU6kTY7BHA1un8eHI+PgPrmzmUk46HE3nOzBqV0tgAGYeU0mV4HKuFtGcHRrPdwOLyaVpqBw6djcqRNtKFufA3MIv759Hh+Obm1Ax8UhCvKuy+MahIt2alcL6iq6YA23oGxjLhI1dKQaqnpx6tNmAEDR1ZmaO3w8dzIKl05Q+diH3Dj87kUMdjvG5n6/AR11Q7AlhWH+dRM1uat2t+JCeSdxb8jlKiJFa6zuxcmdzUCQNOD+r3exrkg4fDb7zwiyTr1BUgDyVi7zHwFW/Fi631YBvHyd1IoFoIDl1tcBs/DlMdIF/HUtX80XPxHYtI30sADKKXr9Nr5pc6gNuP1dIKNUeuyTJ0hHSjSDCdj4R2DmrdJjVW8B7z3Ic899GFj1U+l++wng5S/w1ZO5S4Hb3qAgCCDNpr+u46v54nKJW9TK8nuB17/IN2222kh6YsIc6bGdPwQOSNVmMJiADU8BxbIg6vQ7wLtf4lvQlD1IwqmidZwCXrqWL0rIWQzc9iZgEYT37L003/Jqvtgc4ha1svxe4I07+KbN1mjgi2/xO367fkxBNuM20s7VLEmME2f+QZIZcu7Z9wNrZY20O6qAl6/lqxCzF9J4FuHXoL0P+Ns6avrNuLMFbuHk4PeRFEStrPdkSBTwxTdJfV603T+lIFvOvfZ/gdK72UM7m3bisX2PcTlVN0+5Gf89VxJXPdd/Dg988gBXhViSXII/X/NnhJmJe9A1iHs/vhfnB6SqpfTIdLyw8gWkRdI6CQhVavJEY4vVhLUPFyJ9shT8Ht/WgGPvN0jYBmDRrVO4YKT+ZA92PHeay4OZtjANS78o7V72tY1iy29PcFWIqRNtWP/oTKbS7bJ78d5vTnDVfFFxobj268VsZyEQCOLj505z1WVmqwlrv1zIXWoq/7CRaywNA7Do5smciGPDqR7sePYMl8cy7apULL1D2r3sax/Flt+e5KoQU/MEbqvEveW3J7hqvshYK679+iy2sxAMBPHxC2dQVy4lJputJqx5qIBT+a7Y3ogj7/HcC2+axJ3UG6t6sf3Z01w+29T5qbSbJ+xC9nfYseU3J7hqs5TcaKx/dCZTF3c7vNjy25NcNV9krBUbv1bMtJuCgSA+efEsl8BtDjFizYOFmCBTF6/c0cQ1loaBhFyLrpZxV/di+1947ilzU3D1XdLu6UCnHe/95gQcsmq+5JxobPiKjNvpw9bfnuCq+SJirLj2a8VMbDYYCGLnX89yyeZmixGrHyzggu0TnzRz1asACcTKdyqbzvRh+9PVXLXq5LJkXLNpGuMe7HLgvd+cgH1QytdMyorChq8WwyooxntcPmz93Umu6jbCFoKNXytmYrPBYBCf/q0G52S9EE0WI1Z/qYBdogeowvLA2xe41NJ51+Vxsin/ql0Jsj6bXf6XC11DJDug7JV36PdAa7l0f+tX+AALoGa98qa+u/5HIZcAkn34VHYZ6MRLfIAlMmyVXR5sq+ADLICqyLZ9XeoT6BrW5j7yR9olYtyPqvvg1e+mHTLG/WO1XEJ/PQVMjPvvfIAFUPWdnLv9BB9gMe5vyvoSjtJcKpOojz5Nu4mivf8VddVnw16SzRBt90/UcgkDDcBO2WXOk6/yARZA1XdbH5Hud1TxARZA2bJybo9dm/v4s0DDfun+B1/jAyyA5DCOPSvd3/MzPsAChN1G2WXlqtf5AAsAPCPELf6u6TrDB1gi90ePUQAKEgZ94tATqqT1N869gSMdR9j9Hx/5MRdgAUBFVwVeq32N3f/zqT9zARYAtI224dflv2b3zx/rVFVyed1+7Hq5liUP97fbuQALoLe0/43z7OTt8/qx6+UaVaLx2f3taD4rze/e185xARYAdNQNoWqXVOJevq1RJZcw0u/CQdlJ8MLxLlX5vs/tx+6Xa1iytyh6yoMDB968APsQnQRFTS5lovDZgx1oOiNx73vtPBdgAVSZKO58AEDFR40quYTRATcn4VBX0c0FWCL3rpck7sEuB45sUXMffKuOVXD6fQHserlGVV1We6gDTadl3K+fV5Xzd9YP4+ROab4rtjep5BJGB9w4KJNwuHiihwuwAKp23PVyDUv2Hupx4PB7iubmQeDgO3UY6adKSL9fmG8F97kjnZxsx/43znMBFkCViSc+lua7ckeTSi7BPujmJBzqT/Woqvl8wmcuJuEP9zpx+F0+wAKAQ+/UYbiPKiED/oBKDgQAzh/tQsNJGfeb57kAC6DKxBM7mtj9Ex83q5pN24c8OCDjbjjVywVYgLhWa1ihwXCfk9aWYtvkyD8u6lZwXrF/v13+QdbF3aQ6rmU179P/A410+W8sHwCo3abj88GlfbrPSJICej5eBwV2AAUcnlFtv1qBabCFxEA1fcbBJH9cz6enhnS9AKBWu8QfPqckbdCwl4IFLRPnabidAraxfMbLfU6Hqfe8pIOmdxy/W9KzathPQaXmeALTSBdJQ1yKaVzrRIe7r07SQdPl9kgSDp3lGNGZ713NpI3W7+rHyZ6Tmj6fNkuSFLtbdmsfp2UXC6DkJwi5Dfc40ddG67X+lHY5fcAfRKMgydB+YVC3Ya04hmvUi4467c9EHujpjdd4qpcFIg06PsO9LiaFoNSsYtyBIDuht18cZBpOKiZBdsDt8KL9wqCOjzSGnlxCY3UfO6HrvbfRfjd6WkYkbo3rDYGANN+dF4dUwaqS2+P0oe3cwJg+bDwNazrdx4JPuT/HPeBGd9PwmNxB2Xx31Q+pglUlk9ftR0vtOLh1mFrO9jEpBL31bR90o0uQQmio6tWseg0GpbnpahhWBX1KJp/Hj+azWvJC/NrQm8vmmn54Bc0rvfXtGPKgq57mu7Gqbwxu7ddfsX+/Xf5Bll6zYvlz4/EZy888Dp/POt64fHQaSCtfr3cs+evHHM/yf+MjzpNe42u5z1jH4rjHmgPL/5GPyG2GZjnUeJm4z2Qc443lI1wKtozhIybDmwwmGHS45QnzyuR5+ePi5Q1lojqHLeTtKNvifFYfcQyDyaBdDSU7jvI2dxyTgX1cxnGMZzT9i+9NeM5gNLCkdE0m5q/jYzSw+R5znoTnxvpMxPGMOnM0Xm75HOvNk/zzMo21ToTx9D43jnvMz03gNgBGnYXCceuMR9zjWd+GS3KLz4053+L6NhhYEYCez1jjGY0GCM0axhzPyLgvvb6v2Odvl//M5y2jJs4qMwAFN9DN6DQg6yoNHwCFN0m3C27U9pE/rueTOU/Kx5lxPdhfh9zCYqXKxNwl6qbOIrfY7DgqhfKBLsl0wz/vM6EMiBWu18+4Tps7NEaqTMxZrG6OrOSOTKT393/CrTPf6aWSZIYet9UmNa3OWUTJ/prjCRwR8bSe/lmmwnH4pBVLSfvTr1NXxQKUuzWZuEuTS5EUrjXfwJockoCwWW1YkK5RVAFwDajX5GpLRojHAaDb5yxhQiTLD5lYmqR58rBYTaw0P3VSjKrJsDQGfQ7WMDOyNJKgAarSEk1ZDSZ/XDx5yv3lFp8eyZLfJ5Zoc5utJlbJlpJnUzXrVTKFhJqRLavY431SVP4q7tIkFuxM0vGJS4tg0hMTZyVpBj7mEKmtTkpONKITtLnFMSyy96nils2xHvfEkiQWFMmbIMstNiWcVSbmFidqBjVmi5H1uUzOjka0TuXbFIHDHGLiJD04bhmr3trNK05iQYaeT0yyjHtmomZQYjIbWQVrUlYUy/NS2iRhDZgsRlXFK/OZfen1nVucyKQn9LhtiWFIFioTc4sTVVWaAAVhWv05r9jnY5d/kGUJBW78Ky9zYAqh8n1RRwmgpPN4eUWagWQQ5CfDJd+hIEJu2QupSbRoM64XZAhkXx5xucC1f5LuJ0wC1vyKdJpEC7URp5g8bbYCN/2NlzkwhVD5fvI0Bbe8Is0AlGziqyeXPE7J8HLLWgBc/T0Z93UksyDnjs0Brv2zdD8+j+QwVNwvAiHCF4o5ROCWBbZGC7DqZyRJINqG36tlJWbdSRV9oi16TNINEy1zPi+ZMW0jUPaQgjsb+MIz0v24XEpyl3NbbcCNL0g9J00Wmn+5PIPRAqz8KUlAMO6n1LISM28nCQzG/U1Jf4txz+OlJ/LXkYyIPPiLyQS+8BfZ+8iieTLLTo7WaJpvoeek2WjGrxf/mpNnMBvN+EbJNzA9YTp77Il5T2BiDF9xuSFvA66fJFUh3ldwHxZlLOJ8ZibOxNdKJNmOnKJEzFyeye0wRcWFYvk907n7S+/ky+4toSasuG86S+Y1Gg1Yef8MTp7BaDRg3hfykJwjJcsuvnUK4tP5ysUpZSmYJqtCLFmZxYI30ZJzoqlcXbDsggTMWslzR8ZZsfxe6W8pMjYUy+7iy+4toSasuGcaa0jNuGWVdEajAXOvzUVKrlRlTNx8Jd0koZG0aMXLs1RBTVJ2NK66Qfp7zpoej1mrsnjuWCtW3CvNd0SMFVdvUnBbTVh+z3Sm6WUQuOUVgAajAWUbcrkmwotumaySlaBG0hL3zGsyVTIeSVlRnITDhGlxKF2TzXFHxFix4j4Zt82KazZNgzlE4jZbTbjmnmmsd6PBaMCq+2dw8gwGowFz1ucgbZL03ajFPbEkiatCLLpmgiqoScyM4qQQMqbGoXRtNrejF2ELwYr7prOAPTw6BNfcrcF99zTWA9FgMGDFvdM5eQaD0YDZa7O5QosFN01WyWHkzUrkEv8Ll2WoZDyIW/r+TJ8ciznrczjucFsIVt4/g3GHRYZg+d3TYLZKP9zMIUZcs2maZmXoFft87D+juhAAzn9C5fI+J1B0G8k4GBW7BJ2nKdl6pIN2lK76Kt/4GQBGOoFdP6GGzikzKMCKTuV93KOU2F73CRCVCiz9LyClgPcJ+Knf3Ym/00l0/qPAZIVOFQBc2EnH8jmBolspgFJyd50Fdv9YkHBYRlpWVv4PFyNd9N46qihIW/bfUmWhaB47cOC3AncKsOS7QKqSOyD16jNbgXkPA1NWq7nrPiVuj50CvpK71TIHXTUCdxvtbC38hpp7tJu420+RSOey/5YqCxm3g8a6sAOITCadqjSF+GYgQH0RK1+iYHXew9qCoBf3kByEZxQovJkCbSV3dy1xD7VS0L3wG3zDasb9U2oynTRV4FaUnXscVIBxfjsQkUjc6TPV3KdeowIMo5mqS/PVYrZHO47iuernYPfasTZ3LW6acpPq8l/9YD3+cOIPaLe3Y07KHNxfeL9KyLTP2Yc/nfoTzvSeQa4tF4/OehQpEfyuhM/jx8md1HcvLCoEs9dlIzmblzEJBoM4d6QTZ/a3w2gyoHBZBtudkFvruX5UftQEt8uPybOTMWNJuuoS2UCnHUe21mO0z4W0yTEoXZ3Ngh7RnCMeHPuggSQcksNRtjEX0fH8Dghxt6DhFEk4lK7NRkqOBvfRTpzZ1w6DEShaNkHzV37b+QFUfNgIt8svBCEZqt2NgS47jm6px0ifC2mTYlC6RoN71INj7zegq2EYsSnhKNuQyyoiGbdX4D7Zg9BImm897rP72wEDULh0gurEDADt5wdQ/lET3E4fC0KU3INdVAAw1CNxKwVYXaNeHPugHp31w4hJDsPcjXma3Kd2tZL0RIQFpeuykZobo2I6f6yTejoagIIlGZrNitvrBlH+YSPcDh8mliSicMkE1a7MYLcDR7fUMwmH2WtzNLmPbxMlHMIw91o1t98bwKndLbhY0Q1rhAWz12YjNU+D+3gXTu+lVmkzFmdo7iYxbrsXeSVJKFqqzX1saz0Gu51IzbNh9joNbrvAXTcEW2IYyjbmskpOOXfVnhbUVfTAGm5G6ZpsLoAW7UJ5F6r3tAJBYMbidG539f/CrlQXfjb7zwiy9v2SKuzklr8euOllSfjx3EckBSCv0kqaDtzzkaSD1XMeeHEVX10WFgfc/RGdSAGqCnxxNdAlNUKF0UK7O6LidzBI5ftnt/BMS78LLH5Mur//13zlIkBq7ze9LOl3nd8BvHE734ImMZ+4xV2w3jrghZV8L8SwWGDTh9KumHuEuDtlBQBGM+3u5K+XHnvrbuqpJ7fFjwNLvyPdP/BbvgIQACavBm55VeK+sBN4/VaeO2EKcM92SU+q7yLwwiq+F2JoDEkhiLti7hGSeZA3cTaageufB6ZfKz329r1S70TRFn2Lgh/RDv0e+Pi/eZ9JK4FbX5MC27pPgddu5ZtkJ0wG7tkhcffXE/eorEop1CZwC0Grx07c8gIAgwm4/jnaVRTt3QeAqjd4pgVf54RkXz77Mp48/iTvkr4Af1j2B5gE7sPth/HIrkfglnFnR2fjpdUvITaU1knLSAvu+ugu9DilJNgoSxSeX/k88uNJnsDr8eO9X1dyVVoGowHX3J3PXSL69K9nUauodipekYn510m7S1W7W7D/Db5ad8K0OKx7uJBddmqt7ccHf6ziqstsSWG4/lslbNdguNeJd39ZwTXjDQk1YePXipm6uNfjx5bfnOCqtAwG4OpN0zgRx10v1aDmUAfHNPOaCdzuUvWeVux7na/CnJAfi3Wbixh327kBfPCHU1x1WXQicYu7BiP9LrzzZAVXXWYJNWHjV4vZJR6fx48tvz3JNZ82GIBld+Vj6lzpx93ul2tw9iDPXbRsAhbIdmlO723F3tfPc8nm6VNisf7RIhbYtl8YwPu/P8U1bY5OCMV13yphukwj/S68+8sKrvekJdSEDV+ZyYI/n9ePrb87yRUuGAzA0jvykT9f4t7zSi3O7G/nuAuXZmDhzdIuzZn9bdjz6jmee3IM1j86kwWI7XWDeP+pkxx3VHworv9WCROSHR1w451flmO0X8ZtFbiFXUi/N4AtvzvBF1wYgKW3T8W0q6QfpXtfO8c1+waAgsXpWHSrdHXk7MF27P57LcedNikGGx6dyQKtzvohbPndSa5pc1Qczbd4Od0+6MY7v6zgemaarSZseKQIqUIQ5fcFsPV3J/mCCwOw5LYpnPbcvjfOo1rWNBsApi9Kx5LbpuD/yq4EWZ/NLv/LhSOdwJ6fqx+veV+q5AsEgI++rS7f7z4DHJNdvtn1P+ryfWc/sOtH0v3jz/IBFkDH/ehxGgcgiQVlgAVQuf6w8EU52g3s/pnap/YDoG4n3Q4GiVvZ46+nBjgq5/6Rutm0c0DB/TwfYAEkH7H9O7TrBgD1e9UBFkBB7JDwhWPvpZ0npZ3/SJKICAaB7RrcvedI6kG03T9RN5t2DfKBZ8Vf+QBLzu0Xqtca9qsDLICC2EGhxNvRD3z6I7XPhR0UgIu2/XE+wAKokvGI7HLw7p/xARZAMh47fyDj/pu6wjLo57mbDqkDLAA4+FuqiAU1f36q8imVy4G2A1y14JPHn+QCLABoHG7ES2dfYvefPvU0F2ABwIh3BL+p+A27f/ZAu6oMPhgI4sBbdaxUvOPikCrAAkhbaKiHKn3dDi+vjyRYy9l+rgLvwFsXVOX7Q91OnPhEKs0/vq2BC7AAwOPy49C70vFrD3WoyuCDQeDg2xdYRVxnw5AqwAKAk5+2sGa/HqcPh7S4awY4iYgDb19Qle8P9zhx4mOpNP/4tgZV+b7X5ef0l2qPdHIBlsRdx+alu2lYFWABJKgpNu32uHw0H4qfzG3nBjiJiANv1XGBCkAVmCd2SPNd/lGjqrm3kvvckU5VZWgwCBx85wKr5OtpHlEFWAAJava3y7jfqVNznx/EhXLpb+zgWxdU3CN9LlTIpBAqPmrkAiyAKhMPvi3jPqbmRpDkGbwe4u5tHVUFWABQvbeNVdh6PcJxFdztFwZZA3SA1rc8wAIoiK3c3ihxb29SNSX3uf0qiRJVRWsQOPTuRVaB2Nc2qgqwAODMvjZWqXrFPn+7/IOsxgNqrSnRLgonoYEGYLBJx2ePdLt+79jHAYD6Pdo+Q81A/8WxfQI+0lwCgKaD6qCPjSFyNxL7WD5jjTcu7hag98LYPkE/0LCPbjcd1G/sLI431EJSBf8s03je20i7pA2myx2QcR9SB0/K8YbaKKDSsvFwj8dntFPS2BqLW1iLJ7pPwOV3abodbj8MAOhx9KBuUHu+RR8AONJ+RNPnaOdRJuHQqlMq7xz2MK2q1lrtsnQEKRgBKBBTnhRFa6mh1zuGPehrs4/pMxZT2/kBpskk9+e4R7xMq6q1Rvs4CErvqbN+SHVSVDK5Rr0q/SvJRxpDb7z2C4MsYG3V4XaNetmJUe+9ycfrahhmJ1uliWO47F6V/hU7juwz1WPqqBtiAZTeZ+K2+9AjBOkteusE0nvqbhyGxzX2fHucPlXgr8WqN15n/RALoHS5HT70CNITuutbye3UPu+In4nX7VcF/hKrbJ3ojNfVMAyPyyf4a/t4nD50NYrcOusbY6+hK/bvtcs/yFL2x9N6LtSmXX0G8K1nlG1oRJO3S9Ebz2CULjuOh2nc3BrVZwCfeK53LPnjuuMZpPf9r3LL+xsqexsqfcY61ni5xWKHf3m+Re5Ife7xMI2Le5xMwjzZrDZdF/G5cEu4qn2O0gcAonUaZEeFRLHk2dBwnfcPsDwSZd6Rlo9ek2V6jsawWE26JfXy1+uNZw0zs2rBscYTG1WH6jSsJh8L9/9YPuYQo2YVl3IMvQbZIaEmxj3WeJ9lLsd+/+Phtmjelpsl1MQul45nnsbDPeb7Fz53k8XIJaF/Zm6riclpjLW+xXU21voWnxv7vQlFFGYDl4TOH0e2TnTGk39eoWP+zYlzeem/3Sv2+dvlH2TlLqHmvEozWaUKvIgEYIp2+TpKNkm3Z92l7SNvzSK/LbfJq4BIIRG18Ga+Ykw0W6ZUBZi9iKr7xuIOj6MqtUsxlfwr3CullkGFNwFmjXLq6AxgolAFmLWAmmaruEMk7rBYIH/DOJjGwS2v6pPbxGukBPmCGwGLRjl1VJpUBZg1X938G6B8OpE71AZM/8I4uHXmUv45aPVEBKhwIUaoLJpxA2BR9wREZAqTzJiZOBN5NvV8m41mbMijOY6wRGBV9iqVDwCuulB+W88nf0GaplRYxtRYlkA8aXYSax0jt7DoEGQXUvVmSq4NcWnq92Y0GjB1HuXsWKwmTNZIggaokbTWbbnly3Jo8q/S5k6fHMMSiCeWJsMSqsEdZWF96ZKzo1XNqEXufIHbHGLSLamXs04fg1sMavOvStXkTp1oYxIBE0uSEKLBHRppYdIGiZlRquo7gPLpxBwps8WkajLMuK+S8qh053teKgsOp12VqqlxlpJrY30u82YlISRMfeIPjbAgVyiSSJwQpWrqzLgFJpPZiCmy/DSO6apLr5Opc1NYcEhzr/ZJzolm1aJ5sxK5IEg0a7gZebNovuPTI7kqWcZtAJtvk8mI/Lk68z2O9T11birLpZs6X3u+k7KikJAhSU9oBVrWcDMmXpFw+P9ml3+QZTRRP7wkmexBZApw88t8tdeG3/NyASFRwIqfAJNkpfgLvkbVZuKugNFMQdiCr0s+E68BVv6MXi9a3jKSWhAtOg24+e9UeShaYj71rRMr2YxG6j+YJJU8IzKFEuhjpP5YWP87Xi4gJBJY/iNgiuykOv9RkpUQq82MZgoEFn1LxrgUWPULkggQLXcJsFGWaxSVAtzydwpOGPdUgVs8tsCdLJNriEymBPrYbOmxdb+RtLVE7mt+IBUHACRxMOcBidtgoh6Ji78tY1wMrP4lz52zGPiCLLcrKhm45RUgWlaVmDCZuEXxU4OB+lTKq0AjkkguQd4ke+2vKWAWzRJBkhLTZEHj3C9Tr0Y598wvkgSIaNkL6FjynajshbyEQ2QicOurPHf8JOqTKIiRGgwGPLXsKeTHSX3z4kLj8OSiJ5Fty2aPfbfsu1gyYQkTJQ0zh+GR4kewIlv6DG7Lvw2359/OiZhuyNuAzTM3M5+0iTFYfOsU7iSTNikG19wt/X2FRYZgzZcLOR2smORwrN9cxHR9AGDNQ4Vc+XpYlAXL753O9LYAYOEtk0nmQDiBmEOMmLM+h6tAK1iSjqJrJkgipkYDppSlYO6GXOaTmmfDktt47tSJNiyXSSGERliw9suFiIyTuG1JYVi3uQjmEBn3gwXciT8syoJr7pnGBY0LbpqE3OJEidtixOy12Vwl1/RF6Zi5PJMlbxsMpOs091qJOyXHhqW3T1Vxr7xP+vuyhluw9uFCTr/LlhiGdQ8Xsf6OALD6SwVIypb+TkIjLbjm7nxOamLBjZNI5kDGXbommwtipi1IQ/EKnnvS7GTM+4L0d5KUFY2ld+RzJ/XUPBtW3i/NtzXMTNzxEnd0YhjWbi7kgvRVXyrgApbQCAuuviufBQ8A9Q3Mm5XEuE0WI0pWZ3FJ9tOuSsOslVls98dgIE03udRHYmYUlt3Jc6fkRmPl/dJ8h4SasfbhIk53LDohFOs2F7E+iQCw8v4ZKu5ld+Vza37e9RMxsTRJEnG1GDFrVRaXZJ8/PxUlqxXcJUmYf4OMe0IUrt40jduRSs6JxqovSd9nIaFmrNPgXvvlQs1g94p9PvafMfMJk4GyLwHHXyAphOnXq8VHw+PoxOhzk4RDziK+Og2ggK1kEzDaQ33lkqdrSxNM20g5R/V7KMAoe5C/DAaQblLJ3ZSQbQ6l4C1BUeGRMBmY+yAlpXsdwLQv0MlZbmGxdHyvCxhpE7gVuy0cdzUFdFrSBNM2UP5V/W6JO0IhqshxW+m4ifm8T/xEeu3x5wCvXeBWiKaGxdBn4nUBw630/AzFTorRSLtZI91AVxUFdKX3qpXQ89dTrtTFXbRbWPYg7U7KbcJcaqpc/RbtBpbcxQfeAAVTZQ8Cx54DvKNA/rU0n3ILtRG3xwkMt9DOnSiyynHfSbIZnafoc9XinrqOKlbrdlJAV/YgBVYcdxkw+16g6k0K2mbdSetOZpnRmfhi/hfxWu1rsHvtWJ61HHNT53I+kSGRuG3qbXD6nOgY7UBJcgknMgoARoMR1026Dj3OHtT01SDHloObp9ysUpXPKUrAQMcoms70IywqBEXLJrDKM9FScqIxY3E6zh/thMFoxLQFqSq9K1tiGAqXZaB6Tys8Tj9yixMxIZ+/RBoSakbh0gx43H6M9ruQOjFGVXJuMBgwbX4a7INu9DSPICYpHDMWp6sufeUUJaK/w46m03263MmMuwsGgwH5V6Uw0U/RohPCULhsAqp2t8Dj9CGnKBET8vm/75BQMwqWZMDj8mGkz4XUXBumzFVz589PxeigGz1Nw4hJCsOMxRlcIAqQxld/2ygaT/chLNKCwqUTWMUc4862YcbidJw72gmDgXY2EjI1uJdmoGp3KzxOL3KKEpE5jf/7tlhNKFiSAbfAnTIWt9AiJyYxDAWL07lAlLjj0dc2gqbqPlgjLChYmoHIWH4HPzkrGgVL0lF7WOCel6rSjYqKC0XhsgxU7WqF2+FFdmEisqYruENMKFyaDq/Lh6FeJ1Kyo7nqS9GmzkvByIAL3Y3DsCWGoWBJhoo7qyAefW12NFb3wBpO860UoE3KiqL5PkxJ7FPmpWhyFy2bgFO7Woi7IJFr1ixyFyzOgMfpw1CPE0nZ0Ziqsbs1dW4qRvtc6Gwchi0hDAVL0rkAGiBNtd75o2isEriXZai4E7OiULAkA7WHOxAM0nzIA+8r9vnbf4aEw9ZH+UbPACmC37NdOvGVv0DNf+UWmQI8sEfSwWo+CvxtPZ8gbbICd24BsubR/ZFO4C9LKFCT29pfCyKloOqxF1cDrcd4n+I7gI1/kO5/8DXiklvaLJILEHdgKv4GvP8o7xOZDNy/W7pc1nIc+Ns6wCdLkDaFAHe8B2QLweZIl8CtqPZZ/Uug7AG6HfADL64BWhQJ0jO/yIutbvsmVVnKLXUmcO/HbAcGJ/4ObHmY94lIJG7xcllrBckc+GTNS00hwO3vSMHPaA9xDyuqZlb9ggJUkfuv64DmQ7xP4S3AdTLR0o++zVc3AkBKIXDvJyRqCwAnXwPeewhc2VB4AvDAbmmHsa2SuOU9M40W4Pa3JaV7ey9xD0mNdwGQ+Ok8YV4CAVpvTQd4n4IbSepBsCePP4mXz77MuUyJnYJX1r4CqyDA+v7F9/HdA99FUMYda43Fq2tfRUYU7eie7TuLTds3wSmbb7PRjD9e/UfMT5sPgHSd3vpZuaraaf51E1G8gt5/MBjElt+eVPXBm1iaxO3AHHynDidlVYIAEJ8egeu/XcpOIOePdeKTF89y0x0aYcENj5fCJiiB97SM4N1fVXIJ6UajAWsfLkSmcDJ22b1462fHMdzLc8/7Qh5mrcxi3Ft/d1KVIJw3KxGrHpB2BA69W8c1HgZIgf2GxyXuC+Vd+Pj5Mxy3NcKMG75dyi5P9raO4t1fVnAJ6UajAasfKkC2oHTvsnvx1s/LMaxo4Fu2MRelq7PZ/a1PnUSLog9ebnEiVst2Mg6/dxGV2/kCn9jUCNzw7RK2A1NX0Y2PnzvN9bizhgvcwuXJvrZRvPPLCnhlCekGowFrHixgorBupw9v/ew4hrp57jnrczB7rZQG8f7vT6FZ1lgboCB+zUOF7P7RrfUo/7CR504Jxw2PlzLuiye6seMvPHdImBk3fLuE7Yz2t9vxzpPlXCK9wWjAqgdmMHFVj9OHt35ezqpJRZu9Lgdz1kncH/zxFJqqee7sgnisfVjS5zv2fj2Ob+O5Y5LDcePjpWznqP5kD7Y/U81zh5pw/WOlbGd0oNOOt39RwSXSGwzAqgcKaLcUVIX59s/LMdDJc5euyUaZbEd325+quMbaAJA1Ix7rNit0Bf8FuyLh8Nns8r9c2HeRBCiV1lYuNX/2eUg4UmmjnXxp/p6fqivQ/G5esuDo0+oAC6Cyfp9QdXdumzrAAijwEJsxDzSSPIHS2iuBmq3C2F5tuYTRLgX3z/gAC6AKQPl7PvYXdYAlvtYrvPbcR+oACyCRT7EZ80ATUP682qfjJHDmPWFsn1q3DADsPcBh2WXVvT/nAywt7uPPqgMsxi289vwOdYAFAFWvS82Yh1qBY8+qfTqrJNmKgF+QvVD87nD0AodkwfHeJ9VNyQNeErFl3M+rAyyAZDw8wmvrPlEHWADtxnWSTEiXvQuv1ryqcjk3cA4f1lMT6kAwgD+c+AMXYAHAgHsAfz3zV3b/mVPPcAEWAPgCPvzhhPTezuxrUwVYAFD+YQMLFprP9ms2Gq4r72bVa/YhN6o+Vb//vjY7Lhyj0vxgIIijW+tV0+2yezkphPIPG1UVf4FAEEe21Evc+9tUARZAcgRihVZrzYBmBdbFyh7W1Ngx7MEpDe7+djvOCbIVwaAwtoLbbffhxA6eW1nxFxDfs2BnD7SrAiwAqNzexE66rbX9qgALoCbaYvWac8SDkzubVT4DHUrui6omwm6HTyWF4FVU/AUD9Fo5tzLAAoDKHU1wO6hquu38gCrAAqjJsihb4Rz1qAJaABjodKD2sPQ9e3RLvYrb4/ShQhZUVmxvVFUqBhXzXXOoQxVgAcCJHU1w2Ym7vW5QFWAB1Ni7vW4QAK3RSg3uwS4HJxNyRIvb5UfFjkYZd5OqUjEYBDfftYc7VAEWQLIpYkPzjotDqgALoMbebef1Kw+v2L/XLv8gq60Smq3eAaCtgv4fbKYT/Fg+AO2sXNKnXNvH0cu0jdB6XAc2KB2rrYJK9bVMHGOoRa3HpMWhx9Qm99FhcvZLMhG63JC420/oc4vjDbdqB6LjZWodh49rkAJs5TH1jtV+gqQoxvIZbid1ei0bD/d4fFxDQN8FftwxjnWm7wz8OtzVvaR71uPoQbtdI4CW+QBAVW+Vro+4oa1Xcu5x+ZkmU5dC10luYjl5T9MIk1dQ+TTQ6x0jHs3ASH6csZh6mkcQEKQQ9Hy8Lj/6O4i7s2EMbuH1dEwdboHJNerVDIxU3I3a4/W2jDLtLl1ut5xb20c+Rk/LCAK+sbndDp9mYKTk0Buvr80OnyCF0KUzlz5PAH2CBpbee5M/19sqzYWej9vp0wwwxsvd325nwa7eGvB5A0wDq6v+0tx9raMqfTfJh8bwuHwY6NCWKJFz683TQKeDBV+dOkx+bwC9rSPcuJca74p9vnb5B1nKViZaz0Uk8H3t9F6vbOei6aMznilEyrexTdD2kb9+PD7hCdpViuNlkidU641ntNDlx7GOI39uPD7hCdpVisrX6x1L/jno+RjNUlVktM7nJn/9eHzC47SrFJWv1+Uex3szmKSCCL31Jnt9aoR2VRUA1g7HZrUh3KzNLX+93rFSIlJYtZsyp4ZhGw0sTyhSp4EyvX4cPsJz1nCzZrWfkkOv0XSELYRVjelyG4BIgVuv8bOcSZ4Ur7QogSMkzKxZ7Sc/DvlrjxceHcKSynXHM4DN95jcwhhj+YjPWUJNmlVz5GNV+SstLMrC8uB0P1/ZfI81l+JzenMkH8MSYtSVJ+C5tccLjbSwvo+64xmkuRxzDQhMETprUs5tDjHpSieMZ31bI8xMAmI8a0Dvb+BSr79i/167/IOsrHmUD6S0sFiSUgAoCXvmrWofg4mq20Sb+5D2GGUPSrfn3K+tpVR4s6R7VHgTr2MlWkqhlCM1YQ7lXyktNIZ6GALUL0/eUPmzcssfn3OfPreYtF9wI99AWbTkAimxPaMUyJitwW2jnpEA6U1pSRgYjEKTapHvy9rcZTJuedWk3ApulJLfC26kfC+lJU2TcqTSZ1FyvNKsNmmOQyK0ZSUMRkqG/0zc92pzz7hekvqYcT0lxCstcSqQuwwAkB+fj5LkEpVLpCUS1068FgAQag7FDZNvUPkYYMAX86X1I78tt9vzb5fwFqdraldNnJXIksgnlSZzDX1Fi00JZzlSCRmRSJ8So/KxhJo4SQF5SxAZOAqXyRr/Xq39A6FwmfT4jEXpqh59AJBbnMROPnklSVxDX9FsSWEsYTk+LRIZU9X6ZRarickFmMxGrhE0xy1rWCzn47klH13umYnsxJhXnKh5IrYlhiG7gLhjUyIwYZr6O8dsNUlSCCYjZizSDuzlrEV63EszWDA+Y6G68AAAcgoTmNRH7kxt7uiEUJbbFZMsrRmOO8TIJDCMJiMKFmv/aBkPd8GSDNZYedrCNK7RtmjZBQksBzC3KFEzKImKD2UNv2OSwtncc9wWI6YvFLiNBhQs1eYukq/vMbiZZMaCNE2tsKwZ8SyXLqcogassFC0yzqpq+H3FPj+7/IMsgCQcpq6ThDsz5lCyurzib/WTFJiIOxVxeSSXkFEq+ZRsAlb8WDphRySSXMLseyWf9BLgppeowg6g482+H1jzK8knLJbGF0/qBiMwZS2V5nPcb1DlHOOeDdz5Hl/xt+pnFOSJekpxeSQ7kFkm+cy6g2QlxBN2eAJwzQ8pIBQtrZhkJUStKHMYVcStlXPHAHdupQpDxr2GuOUiLbe8RjpYInd6KXDHP/jKuRU/oaCDcecCN7woFRAAwMzbKIFd3EkLjweu/r6U0A4AqUXEnTBZxn0PSUSIFhpN8505X+KevIoS6DnuV4Fp10rBZnoJcUfJNI9W/IiaNIcIlVux2ZSELq/6LLqZ1pPIHRYHLPseME8WfKUU0HhiRak5lNbX+t9JPtYo4K6tUiWswUi9FG9/R+oBCeC3S36LldkrYTYQ94z4GXh6+dNICpcCtK+WfBV3TbuL7WilR6bjF4t+gdkpUkC8Nnct/qvsv5AYRp9TjDUGm2duxp3TJN2v+PRIrHmoELGC1pHJYsS0q1Kx9A6pwtRipf57aZNiCNtAX/brH53JTgoAJe5OLE1ijyVlRWH9IzO5X9zzrs1F8fJMtqMVnRCK5XdPw4Sp0t/upNJkLL5tCguQrBFmzFmfwxLxAUpMX/PlApZMbDIbkT8/FcvunCpxh1C/Qxb8GYDM6fHY8BWee+X9MzBpdjKMgoBlYmYU1j9SxJ14yzbkonhFJtvRiooPxTWbpnHVfBNLkohb2Nmxhpsxe202S8QHKDha+3Ahxz11fiquvkuab3MI9d9LnxIrcU+LI25Zs+2V903H5DkSd8KESKzfXMQ10p6zIRezVmZJ3HGhuHpTPlfNl1uciKW3T2UBkjXcjNK12ShZlc18YpLDse7hQiYPYTIbMXVeCif1YbbQOmFBq4F6V274SjHXJHzFfdMxuYznXre5iGvsPHtdDkpWZbGE8sg4K5bdmc8KCACqLl16h4J7TTZmr5FxJ4Vj7eYixm00GzBlbgqWy7hNFiM2fHUmcRsE7vxYbPzqTC4gXn7PdEwpS2E/SuIziNuWKO0qz16TLTQOF7hjrVh6x1TkFEnfldmFCVh2Zz7jDgkzo2RVFldAYEskqRFRC81oNmByWTInUWIyG7HhK8UUbAvcGVNjsfErxboitFfs32//GTNvjaKTeHi87LaixN8UQgFKZDIFRrHZ2peQ4nLp0po5jEQ443LVPtFpQEw2HScyiXzMil9sEQn0uDWKuOJzea0nxp3Hcyt3ZMxWejxK4I7J0r4UFZcjcdvG4I7LoeNEJZOkgfJyZHi8wB0t3Q7V4I7Po/cYInIrdmTMIeQTlTJ+7rHmOzZHMd9K7gSJOyyO5lU53yER0toQuZWSCiYLfVaMO5tEZJUWm0OPi/Mt19qSc8flUqCpyy3OsY2C8/g8qXOA6GIJR2ZUJmJCYxBhjsCE6AmID1WUihstyIzORFJ4EsJMYciIzNC8PDghagLSItIQagpFSngKsqKz2O6EaJExVtgSw2C2GhEebYEtKVz16z80woKYpDCEhJtgjTDDlhQGq0KLx2I1ISYpHGHRFlisRtgSw1jzZNGMJiNsSWGIsIXAHGJEVHyo5i5CdEIoouJDYQ4xIjLWCltSmIo7wibjtllgSwpTle+HRlhgSwxHSLgJoSK3Qk3bYjXBlhSGsCgZt03NHZMUjvAY65jctoQwRMVbYQoxIiLWCltS+JjcYdE0ryruSIvAaha4w1WX/sxWE2yJcu5wNbfRQPMdS0xRCVZEx2vs2iSEIjJO4I6xIiYpnO0GiRYu546iedWcb4HVGm6GLTFMzR1iVK0TpfQG444JIe64UE3u6HhaJ8QdQuvEqJzvEJpjxh2m2iWi9S3nDletE3OIka0Ts9WIGI11YjAa6P2I3PGhXPCozx3OBf7ETfNtEbhjksJhUXDL59gaRuvkitr7/1/7z5BweOVG4MLH/GOx2cBDh4EQ4VfF7p9SZZfcLBEk4ZAo7JLUbgNe/yL4RHoDCZvmr6e7vXXAXxYDHkXvsoXfBK7+Ht32OoE/zVP3HZx4De1SiPbqLdRYWW4xmcRtFXZS9vyCqh457nCSQkgSfqWf2w68dgtUBQA3/k3SAuu7CDyzGPAoeoAt+Dpwzfcl7j9fJfVgFC13Ke2wifb6F6mRtdxsmcCXD1EABlBTaWWFoTkMuH8XkCz8arzwCX12Su4bXpA0tfrridutSNy86ivA8v+h2z43cYsJ5aLlLALuel+6/8YdUuWmaNEZxC0GNvv/F/j0h2ru+3YCKYI8Qd1O4lYWAFz/PFAgXLYbaASeXgS4Fcmo8zYDK4UqRJ8HeHqB1INRtKwFwN3b2N1v7v0mdjTu4FySw5Px7sZ3ER1Cfz8vnn4R/1vxv5yP1WTF39f8HVPjaJ0caj+Eh3Y+hICC+2cLf4Z1udRZYLjPiTd/chxuB1/tVLRsAhbcRLugfn8Ab/7kOGvyK1rqRBuu+6Z0afPj58/gwnG+cCPCFoJbnihjX/wnPmnmGg8D9Iv8+sdKmC5Ra20/tj51CkFFIv3Vm/KZVtJIvwtv/PiYirtgaQYW3Ux/3wF/AG/+9LiqX2JKrg3XPyZxf/LiGZw/ynOH20Jw6/fKEBpJ3Kc+bcGBt/j1ZjQbcP23SpCURZ9J27kBbPndSRX3sjunIn8+XVIaHXDjjR8fY5Vtos1YnI7Ft9IuaCAQxJs/Oc4Ss0VLzonG9Y+VsKBt51/PskpCxh0dgluemIOwSDr5V+1uwf431NzXfaOECWu2XxjElt+cUBUuLL19KlMntw+68fqPj7HKNtGmL0zDki9OZdxv/ey4qs9jUnY0bvi2xP3pSzWoVTTuDouy4JbvlbGgvHpPK/a9zvcVNZoM+MI3ZiEll/52O+oG8d7/qrkX3zaFXSa1D9F8O0d47mkL0rD0duIOBoJ46+flqj6PiZlRuPHxUha07X65RtW4OyzKgpv/ew4LEk/va8PeV/m/b6PRgGu/XozUiTEAqLfiP35dqSq4WHzrZMwQLpM6hj14/UdHVdy0W5vPuN/+Rbmqz2PChEjc9J3ZqmDzn7UrEg6fzS7/nayOKnWABdBJ7vTbdNtjBw7/Se3jtQNH/yzd3/9rqCsVg8Ljgh39szrAAkjawS08fvod7cbOdTuB9pN0u+uMOsACqBKyWris6HXykgeM28FLOGhyQ8H9jDrAEh93C4+feU8dYAEkXipWF3bXqAMsgBpkV70h8LmAQ79X+/icwBHZ+9HllgULx55VB1ji464hiVsZYAHUHLpFqPLrOa8OsACqhDwlcPvcwKGntLnln8P+32hXWMrn+9iz6gALIGkH5yDdrtmqDrAAknVoJimNxqFGVYAFAF2OLmyto/fjDXjx4ukXVT5uvxsvnZHkTV6ofkEVYAHAs1WStMXpPW2qQAWgk4UYCNSf6FEFWAA1EG6/QKXiQz0OXChXV8bahzysND/gD3BSDaL5fQGckOlrVWxvUgUqAFDxkfTa03u1uc/sb4NzlKRVGk71ajak7qwfQqsgSTHc68T5Y2pux5CHleYHAkFU7lBzB3xBjrtyhzZ3uZx7X6sqwAJIIsE5QtyNVb2qAAugijHG3efE+aOdKh/HsAc1ByXuiu163NLjlTuaNCtDyz9qlLj3t6kCLACoOdgB+xDJ4DSd7tNspN3dOMwaFo/0u3DucIfKxznixdmDVDEb1Jtvf5CTf6j8uFmTu3J7E6uepXlVc9ceknGf6dNspN3TPIJmQUrDPuhGzWH1fDtHvDh7QOAOBlGxvVHNHQhy8g+VO5o0K1rl616X+0gnRgeoQre5pl+zkXZvyyiaTqslKa7Y52OXf5DVU6v/XLfw3HC7doAh9wEkLSjVGLLHu3XG84xK5f+iNpPmsWrH7zPcrn2iVjLpzQHnozOe1w4MtoztA0jve6z5Fscb6ZACoLGY9OZAPoaej9dBAeklmWrG4SM8N9oFOHX0ZOSv15snzkdnPJ9TkvoYB9PFIY2gVzDxuT5nHwbc2tx1g3Wat+VWP1TPgq/+Tu2Sc78vgOFeKv/v1ylLp+cc0v86e+Ti652jXs0Th3IMvTL4wS4Hk3DQYwr4ghjquTS3OEZ/h30MbgoYXKNeOIY92j6y4FNvvOEeJ5Mt0ApWAQogBgW5BT0f+XODnQ6VHpPSx+PwwTGkw93hUPkrbaTPxSQcBvS4A0EmE9HfrvFjVMndNQ5ulw+jA25tH9kc64030u9iEg668x0IYrBTXLuXnu+BLodmAA1Ia8nr8mO0X5tbvqb1xhsdcMMjcuv4BANBDAi6X3p/J2O9/or9++3yD7ISp+o/J15Oi07jew1q+QBA4hRtH/njSTrjhURKOV5J+do+gMQ7Hp/oNL73nR6T3hxwPjrjWSIkBXY9H0B632PNtzheVCpVSV6KSW8O5GPo+VjCJQX2MZnyx+EjPBeZLFWIjsWkN0+cj8545jCpx+M4mLSaQ4smPhcfGo9Yqzb3xJiJmrfllmvLhdFAXwVxsr6CcjOZjSyXRGwArGVxqeHS/zpXJ8TXh0VaEBalnS8iHyNWZ7yY5HCW+K3HZDQbWNXYWNziGHGpEWNw0yX80EiLKreM+cj6G+qNF50YxhKotZpoA3QpjHHr+Mifi0kJ12wgLPcJCTdrVoUSa7jKX2mUE0c5V7F63ELuFB1H3bBaxZ08Du5Qs67MgXyO9caLigtlvRJ159toYFV6Y65vkVsjR000cS1ZQk26chDyNa03XmSsFSEit46PwWhArMCt93cy1uuv2L/fLv8gK7WQb6AsWmy2lNcTEqEtc2CJ4MvuF34Dmt+wC78h3S57SKo8k1vZg1Ie1YzrKTFaaROvAdJm0u3k6XwjYtFiMkmSAAAsYXzFGuMO52UExsX9Je1As+wBKY9q+rXaiee5S6kSD6CgZ8patY9tgiSZYQml3COlmcOock+0BV/X4f66dHvO/eoEdvFxMY9q+rVStafcchYBE4TqusTJUl6d3KIzqFoQoCKD+Y9ocIdKrXAAYOHXqBJQxS2b7zn3awfIs++lKk6AKjTFqkm5ZS0AMqkyNduWjRVZK1QuSeFJ2DCRmlZbTBZsmrFJ5WM1WXHndKly8J6Ce1gwJbf7Cu5jt2csSdfUUpqxKJ3lUeUWJ2p+oadOtCFtEgV7tsRwTCpRy1NE2EIwdR7lURlNRhQvz1L5mMxGFC+Xig1mrcrSPKGVrJJeO2OxNvf0heksHymnKEHzJJuSG40MoXIvOiEMk2cnq3zCbSFMesJoNHCVjaIZzQaee+U4uBdlaGpATVuQxgK57MIErsmzaMk5Mu74MFXPRwAIiw5hEg5Go4GrbOS5pcdnrcxUJV0D4Nr8zFiYzvLT5JZ/VSrLR8qaEc+q4eSWlBXFekFGxYWqeicClNskNlE26HGb+M9h1gpt7lmrpOKOaQvSNLmnzkthVaBZ0+NVfQoBysnKFGQyImOtmDpPh1vIWzMYDFxFJuM2GjBrBb9OxMpKjlu2fqYtSNP8QTJ1bgqr1s3Mj+Mam4uWMCFS1VPxin1+9p+R+O5xUJuVU6/T5Zgpa4Grn+DFHoNByps69hfqP5g1H1j6XdJPklvtNkra7jlHJ8BF31SfnNtPUAuVpoO0+zHnAQri5D/JhtuBT38E1L5PJ+nCm2m8EOkXI7xOgfs1uj1ljcCtqMI7+gz9G+kgeYWl3wUyFNpJtR8K3LVAwiQ64U/bqOA+SW16Gg9Qtdvs+yl44Lg7qLVMzfsUdBTeDCz9LwpUGbdL4vbYBe7vSTtLjPsvUhuizLkCdynvc247sO9JuiwYP5G4lY27O6ooib7xAFUDzr6Pgjg590gnzXfNVuIuuJHGs8q+5L0uKn44+YrAvZqkF2IVX+DHniXu4XbSM1v6Xfpfbud3UHud7rNUEbjg68CM63ifzmpaJw37qBJz9r3AvEc4eQaMdAG7/geBmvcBowXGghuBZd+VAl8AHr8HT596Gu/VvQeHz4FFGYvwaPGjrCehaG+eexMvn30ZnY5OFCUUYXPxZsxMmsn57G/dj2eqnsH5/vPIis7CPQX3YHXOas6nt3UUR7fWo7V2AGFRFsxYlI7i5ZlcwOAY9uDIlou4WNkDo8mAybOTUbYhl5XYA6RGXf5RI2oOtsPj9iN7RjzKNuaxHRrRzuxvw6lPWzDS70JyTjTmrM9FmpAULFrzmT4c39aA3tZR2BLDMGtlliqo6Gsj7paaAYRFWjB9URqKV2RxJ17niAdHttTjYmU3DEYDJpUmo2xjLlcZ6fcFUP5hI2oOtcPj9CNrRjzKNuaynoSinT3QjpM7m4k7W+CepOA+24fj2xrR2zICW2IYildkYUqZgrt9FEe3SNzTFqbRiVfOPSpwV3TDYIDELat48/sDqPiwEWcPdsDj9CFzejzmbsxlOzSM+6DA3edCUlY05qzPQfpkfie0paYfx7c1oKd5BNEJYZi1IhNTFA2Z+zvsOLqlHs1n+xEaacb0BekUoMnkGVyjXhzZchF1AvfEUlon8oo3vz+Aio+acPZAu8Adh7kb81TcNYfaceITiXv2uhwWZIrWWtuPYx9I3MXLM1lQL9pAp8RtDTdj2oI0lKzK4rntXhzdUs/yCsX5lnMH/AFUbCdut8OHzGlxKNuYy3opilZ7uAMnPmnGcK8TSZlRxC2TKAGA1nMDOP5+PbqbRxAdH4aZyzNZUM9xb61H85l+hIQRd+lqDe6t9agr70IwSDIiczfmaQaW/6xdSXz/bHb572QBlLjdXw84+mS3FT2c/B56fKST8nn6G7RbqPQ3UJ87r4Oe79dIYB9up8R2r4PyePovUtK03Oy99Lh7BHD003GUCdzuUWKyy7iV7X98Cu6BBu1efgONEveQDvdIBz3uddDJvb9eze3oo0pE9zDd7q8HXApuj8jdy98ek1vg0+IebJHNd73aZ6RDmG87cfddVPdqdPQL8y3jVs63x04+jj59br+X5ohxN+lwN1HbIzbfWtyd9LjXLqyTehV3nW8Em6x2FKXaUJwSiYdDRtDp4/MnHF4HmkeaMeAagN1rR/NwM/pcfCKrN+BF83Azuh3dcPlcaB1tRYddnVAcU5eDq/c+iLsO/Byr9j6KxJqpUP7Osg+5MdTjhM/jh2PYg6FuB3yKFiIuuxdD3U54nD647V4M9TjhVvRf83r8GOx2wDnihdflx1CPkyVzixbwBzDY7cTooBs+TwAjfS6M9is+WwDDfS4hJyiA0UHiG5N7xIOhbqeq9QlxO+B2+Oh2j4P12mPcbpHVK90e1uJ2wC5wD/e5MKLBPSLnHnBjqNuh4nYMefj5Fm5z3KM0326HDy6Hj+Zbkejvc/sx2E1zTNwOVe6YmDNlH5Dm+1Lc9kE3Bnucqhwkx5AbQz2OS6+TnktwewIY6nHIuJ1wDPPfS4x70CPMt1Ozx+awgntIg9s+5MFgjxNet7BOepzwedTcg90OuJ0+uJ0+zXXi8wQw1O2EQ+Ae7HGqct6CgaBqnQxrcI8Ij7P13e1QJfGLa8Pr9sM56sFQjwNeBTe1TnLA5RC5nZqFFVfs87P/jJ2sZxZTg2K5hcUBj1RIgqTvf0XdkNlgAu79WNpdqfgr+Slt3W9IABOgKrvnVwABRSXTrDuBDUJFnXMA+H0JnczllloEfGmfdP/ZZXxfRIBymR6plARJP/i6uiGzwQTcs13aXal8GdiqcXluza8kQdL2k8BzV6u5i28HNgqVc85BgVsReCQXAA/ul3aOnluuboAdagM2V0i6Ux9+i3YNOW4jsOlDSZD05KvAexqXcVc/KSmsd5wCnr2aGjDLreg24AtCZahrGPj9LHWAmjQdeOigxP38SnUDbKsN2HxcEiT96HG+4lTkvusDSa3/1BvAPx6Aylb9XLos3Xka+MsSNXfhzcB1NC92rx1r312rCpjybHl4d+O77NLepu2bUNHFr5NISyS2XLuFCZL+8vgv8dLZlzgfAwx4fuXzTJD0/LFOfPLCWRX2VTdMxMxraBeyr20Ub/7suKoP3qTZyVghCB963X78/YnDqhNKbEo4bnmijO3AvPebSrSdG+R8LKEm3Pb9MnaJ4+A7dTgpq8gTwLHhKzOZIOmF8i58/NwZFfe86/IwawXtQva32/HmT4+r+uBNLEnCyvtJesPr8eOVJ47APsifwGOSw3HrE3PYjsCW355QNZK2WE249ftlTAvr8D/qULlDg/uRmUx5va6iGzuePa3innttLruMNNBpxxs/VnPnFSdi1ZcKAAA+jx+vfP+IKvnblhiG235Qxri3PnVS1UjabDXh1ifmMEHSI+9d1KwwXPdIERMkrT/Rg4+eqVb5lG3IRakg7DnY5cDrPz6mCmJzihKw5qFC4vYK3Irk7+iEUNz2w7lMkPT9359SNZI2hxhx6xNlLA/w6NZ6lH/YqGJa+3AhEyRtONWDD/+s5p6zPocJew71OPD6/xxTBYPZhQlY+2Xi9nsDeOX7R1TBZ1R8KL74w7ksn27bH0+hUdFI2mwx4pYn5jBB0mMfNOD4B+ofvGseKmCCpI3Vvdj2xyqVz+y12ZizPlfgduL1Hx1VBYNZBfFY93ARcfsCePUHR1T9QCPjrLj9h/P+zwRJr+xkfTa7/Heymg6rAyyAGh+LkgLOQeDka2qfoJ8PBI78We2jfPzYs+pABaBLlWJlWtWb6gALoICh8SDdbjmmDrAAanx8SmB1DdOlLS3uo89cmvvo0+PgfoN2gQCSjlAGWADQVQ007qfbreXqAAugasJTr9Jt9ygFfiruAHBMzq0hqwHw7+f4c+pABQCq35R2oarf0m4A3n0GqN9Dt9sq1QEWQNWb4hx77EDl3/4FbtnjutxvA6PdAICPGj5SBVgAVQ0ebj8MAKjpq1EFWAAw6h3FlrotAACXz4W3z7+txkYQr9RI6+fULo0dOZDmk2in97ZpNhquq+hmJe4Xyrs0q9QGOh3sZNnbOqoKsACquBKlEPzeAM7s19hNDgJVMlY5n9yq5Nz72jQbDV+s7GYl7hcrulUBFkABQ/MZ+hvoax9VBVgABZY1gqSA3xfA6b3a3Kd2S0xVu3S4Ze9Nl/tkDzvJXzzRo1ldN9TjZCf5gU67KsACaHdLlHDw+wM4vU+DW8F6So97dwvbhTu9v02zQXJDVS+rQq0/2aNZXTfc60JjFf3t0tyr/wZ8ngDOCFIIAX8A1Xu11+74uFvZbtaZfe2qAAugQEesQq0/1aO7u9dwiriHehyqAAugRtNn9gvcgSCqd+tw7x7H+t7Tynazzh5oVwVYANBU3YdBobqw4VSvZsP10X436k9qfD9esc/FLv8gS+tSjvI5ey/g1y6l5V4/pP0FxPvojOf3AKPCQh7S/qPhXj8eH0ev+rLYZ2HifHTGC3jpUtZYx5E/Nx4fRy/lxl2SaTzcOj4BH12OA7Qv+ypfPx4fRz9d/vtnmcbjE/TT5U8AnXa1zo5o4qU+rUt+Sp8h9xAcPm1u+eu1LsMBVCounjzFgESFHQiyAEXvOOKxLukjPOdy0GVE7eO4ZLe1/3btQx4m4aDLHQRGBW6tE6do4nN6JfcAMCJweJw+ePS4ZWOM6DA5hj0ssNIdLwg232Nxi+97PO/N6/JraomRj1vlrzTniJcFVrqfr2y+x5pL8Tm9OZKP4fUE4LaPh1t7PNeolwVWuuMFpbkccw2MY52I3D6PX/dSnXyO9da32+6DT5BwGM8a0PsbuNTrr9i/1y7/ICt9FnRrrsWKuJhM7QbCch9AnUyu6VOq7ROeIJXmazVQBohTPFbaGNziGLYJUn88PZ+xmNLlPjpMYXFSRaHeceTHSivWrqyT+0RnkIzDP8sk50jXYRJb0IzlIz9WWrHUa1HPJzpNu9WScgw97vRxfCahNtY/sjCxUAcaKEigS0XT46eznoV6PonhiUiLSBvTBwBT9FZaUnY0q77S8wkJNbGE3uRcHVkRAMnZ9PrErCjNSi8ag14fHhWi2dBWfpyxmBIzo9ilMj0fS6iJla+n5IzBLbyejqnDLTCFRloQrUje1+TO1h4vYUIku+Skx222yrn1L8mIYyROiNJs7C1nsoabmbyCykc2ht548emRTMIhWWcuzSFGxAsVnPK50BsvISNSs0G23McaZkZsSviYPmNxx6VFMAkHvTVgthhZBafeZyJ/Lj4jUvfymzg3IaFmXVkF+Rh648WmhLNCEj0fk8WIhIwobtxLjXfFPl+7/IOs+DzKh1JaeqlUFWgOoQo5pUWm8NIOS/4LMCl0TUxWqi4TrexB7QBiyeM0DkDVjRlz1D7FtwMJgtRAXA5QerfaJ20WlfYD1EdPPjbjTuYlHJZ8R90TzxQCLP2OdH/OA0CUxol4yXekvotT1gATytQ+M78otR6KzZLy0+SWOlOqCjSZgWX/rfaJSOSlEBY/TrIOKm7ZZzXnfgralLb4cZK4AIDJK6Xm0HIrvEXS2bJlUFWi0lIKgelCVaDRRNWGyuA3PEHB/ZjUaFw0o4WqAkWbfR8FySrub7MK0wXpC1CarA7G1uSswZQ40hNLjkjGLVNvUflMiZ3CqgKNBiM2F2+GQcEda43FpumbJKS1OaoebUaTAXM3SLId0xelI0qjJ1zpmhx2osqcFic1WZbZxNIkVvoeYbOicJn6c4tPj8CkOfTDwWA0oGxDrmq6QyMsXGl+6ZpsmK18gGw0GlC2Uca9MF0zYCtdnY2QUDpRZeTHSs2KZZY3K5G1wgmPDkHR1erPLS4tglUFGgwGzN2o5rZGmFEskxooXZPN5kw09p4Fm7YgTTNgkzdDzpgax/K85JY7M5GdPMOiQlhendxiUyOYRAJx56l0qazhZpTIuEtWZ7OG3Ry3bL6nXZWqGbDNWpnFKh7Tp8Qic7qaO6cogbXCCYsM0ZTDiE0J56oCyzbmqrjFRsqMe1U2a3zNccvmO39+qqpqEQCKV2SyysG0STHIKlBLHmQXxLOqV+UaFS0mOZyrCpyrxR1qQsnKbBl3FleVC1Aa6dyNkkZe/vxUzUCzeHkmqxxMzbMhuzBB5ZM5PV5VPXrFPj/7z0h8DwSAEy8Bx1+gy1TTrwfmb+bL9wHg/MfAod+RTEHOIpJnUMoldJwiKYTOM9Rjb9G3JG0r0YbaqIVK/R5qJHzVV+hELzf3KLViOf02BUCldwOzNvHl+8EgUPkSJbZ7HXSyn/8IV74PgHr8HfwtVTXmLKI+iTGKE0FHFXF3nSaxzMXfot0buQ23A/t+RdyRycBVj5KMgdw8duKufou4SzYBJXeruU+8TC1ivHZg2heIW9lIum4ncOC3dKkueyHNt1LmobNamO9qEuBc9E1+5xCgz2v/r4GLu4h7/mZgqkKryyO0Gqp+kwK1WXdRMGiUfekGg5R/dew5wDsKTLtW4Fb8Aqz7lOa0WJ9xAABaD0lEQVR7qBXIuorWgFLmoesMSTh0VgEJU8hHuRM60kktgup2kmTGvM1A/jrOxelz4u9n/44P6j+AxWjB9ZOux01TboJJxh0MBrHl4ha8Xvs67F47lmctx6YZm1jfQtEOtx/G89XPo8PegZLkEjxQ+IBK5qGvbRRHtl9Ad8sQ4pIjUbZqkurXvX3IjcodTWg63SecvCcgr5jXvPJ5/Di1qwXnjnbBaKRgYcaidK6cHABqj3SgencrPC4/8ooTMXN5pqphbUttPyq3N2Gkz4XUiTaUrslmicOMu30U5R82oqdpBDHJ4Shdk81O1KI5hj2o2N5I3JEWzLwmE3mzFNxeP6p2taL2SCeMRiB/fhoKlqi5zx3pQNWeVnicfuTOTEDxiiwVd+u5AVRsb8RIrwupeTaUrMlWyTz0t9tR/lEDuhtHEJMchpLVOUjNU3NX7mhEYzVxF12diYkKjTG/N0DzfaQTBiMwdX4qCpZksORxxn20E1W7W+FxepFTlIhZK9XcbecGUC5wp+TZULo6WxV49HfYUfFRI7oahmFLCkPp6mzWa08054gHFdub0Fjdi9BIC4qWTcCkUn7n3e8NoGp3C2qPdMJgAKbOS0XBUjX3+WOdqNrVCpfDi1yRWyE70HZ+ABXbmzDc40Ryrg2z16i5BzrtKP9Q4i5Zla2S1XCOelC5owkNp3oRGiFwK7TR/L4Aqne3okZo+ZMvcit23c4fF7jtXuQUJWDWyiymyyZa+4VBVGxvxFC3E8k50Shdk62SeRjscuD4tgbiTgxDyeospjknmmvUi4odjcQdbkHhsgyVjInfF0D1nlaW9zh1bgoKl074P0t6B64kvn9W074OcblZ73nSZOoWKpAq/0qXESfLRBwd/ZS83HiA7o92k56UfIci4KcKw3MfUc7PUDPtviT/inZnRKvZSsntnhGSBDBb6RJSuOxXW/NhOtYIJUHi2LOkcSVXMO+9QIn3XUIFUsXfaCdrikyk1DlASe5y7rg8CpDk3JUvCdxeajcTkQCsLVBwv0/Bk3tYxj1HqmQUuctflHH/hTSukqdLPn11NN9dQiVP5d8ooJu6RsY9SD5iwvxoN12WXPBVGXeAEuRrP5S4w+Npd8kk+4Kt/YCKGERuk4V23CJkv9pajgLlL0i5V+J8i02dAZJQOPo0BXTifKcW8TporiF6bYNQBTrSRdxygVSR+9yHlIs30ETcqUrubVQQ4R7iucUKTACnek7hzfNvsvys1869huLkYtbUGQBaRlrwas2rqOmndj7vXngX+fH5WJ4lifCOekbxWu1rONZ5DEEE0ePsQUZUBh4olKogg8Egnm//E14PeR3eHC9MBhPWtq3FDzJ/AIuMu7GqF+eOdArl4E5UmwxIzYvhVM47G4Zxel8by02p3tOG1LwYTsRxqMeJql2trA/c2YPtSJgQxQUQHpcP1btbqQdfkAI8W2IYStdIYr7BYBC1hzrQcLKX2vv0uRAaYUHihCju5KHkrtrdipQ8GxPHBKjf3+m9bSxH5fS+NqROtLGdLID6F1btbmV94GoOdSBhQhQXQHhcPlTvaaUkeYE7KiEMc9YpuA93oP5EL2tLZA23IDEzEmaLFEQ3Vvei9rDEbTC2IDXPxsQxAaCrkeZblC04vZfmW35JbrhP4G4clnFHYvJs6UTsdftRvVfGPehGVHwoytbzIsTnjnTgYmUPz50VpeDuQ+2RDrjtwjoxtCI1L4ZTZ+9uIm4xIbt6bxtS8mxcYD/S70LV7lZ0idyHOxCfEcnpiXk9flTvaaOeh0LeV1ScldvtAaiX38UTPfB7Be4wM5KyothlToB6KtYe6iR5CUjrRKwcBahPYfXeVhk3+cgD+5F+F6p3t6KrgbhrD3UiIT2S0xPzeWi+W872s/zAqLhQzL1Wyd3BcYeEmZGYFQ2LnPuMmjt1YowGdxuGhST+0/vakJJrUwXIV+zzs8v/cmHAD7x6kxRgAZRY/OYdfCL71kdoR0E0zwiw47+AC7LHDvyGTtRiFV7AB1S8SI+LVvcpsP1xvhfixV3AFpmEwnA78MbtUqACkGjlqzcBfvHYAbovBlgAMNqJ/9fed4fHUZ1fn21a9WL1ZnXZki3JsuTeZeNeAGN6MS0hoSSkEPILSSCkQvgAA0kIvVcbbDDuvWDZkiXLRVZvVu99tfX74+7cmbszsxYBE0zueR4/3vLu3DN3Rjvv3nnPefHhrWJPPoBYSlTukvAeAHb9lphhCji6ATjxkqhms1tJ4nPo72JM9X5g20Osd1T1PmCzJMnsbwHed+Hdfh549zqW93vXiwkWQArnP7pN7MkHAJ8/CFRIOJoHgN2/JwmVgC+fJ4mvlHfRW2SFSEDNQeCLX7C8aw6w1g8DbcD7N7LF7R1lzvl2btvhILxbJLwH24CPbmc9rrb+nG3cbRkE9jxGElQB+f8k/2xOhZ3DBhS/Dez/qxhTexjY+jO292TNQeCTH9KnXaYuPLD3AaYAvqa3BvfuvhcWJ2+Hw4EH9j5AEywA6DR14qGDD6G2t5a+9uf8P2Nfwz44nI33hq3DeK7oOeyqE8+dd0rfwVvn3oLFOd82hw1bqrbgheIXaExTZQ/2v1vGFEg3lvdg16vi35dpwIIv/lHCFP/2tA7h8+dPwWoRC8K3/auEabQ73G/BrlfOolvSH/HQ++VEseVcT7ea7cjfUsM0lz69vxHFuxtosbjD7kBZfgvyt4jHraW6F/veOc/wbqpw4T1owdZ/lDBFwJS3xJfqi3+dZhrtDvdbsPvVc0zfu8MfVqC6qJ3hfeLzGpSfEI/l2YONKNpVL/J2AOXHW3Fss8i7taYP+95meTdX9mLnKyLvkSELtr5wivGF6m0bxtYXTsFils73aZpgAeQ47X6tlGkuffijClSdlPC22FGwtRZlkubSZw814uQOlnfFiVZ8+YnYR7Otrg/73iplCtKbq3qx82Xx+2xk2Iqt/yhhFG997cPY+nwJ7SUIANtfPE0TFYH3njdK0XFB5H3k40pUnWyjvG0WYmB6XtJc+tyRJpzcXkeL8x0OoKKgDUc3ibzb6/ux941SpiC9pZrlbTZZ8fnzp1jeHSZ8/sIpmE3i/u546QxaqiW8Bwlv6Tl/dGMlKgvaaH9Gm8VpYHpE/I4tPdqMwm0s78rCNhzdKPYabW/ox57XzzG8W2v6sP3fLrxfOEUTLIH31n+UwOziYcfx7eHyT7Kq9wM9ct8XWE1Ayfvk8WAHWXVQwsnXJY8V5Puur6vFlG+j0nyUfKCsCuypFy0Fag8Sg01X2EaIrQJAVt9KP1cer/AN5cdfNaZ8u6jSK/lQWRXY2wBU7SGP6w6TlSwZbzNZtQHI6lvpFuXxRjOXTMybyjEVu8QkuuRDZVVgXyOJA4C6o2TF0xV2i2jvYeoFzn6qPN5o5pLhrWBhAZB5dDbk/qL6CwwrzHfbcBsOXiAracXtxYpNoq12K7ZUkTketAxie+12xeE2lm8UH1dsVI6RvF56uEmxQfKF891Uml9+opW5SAoY6jOjtoTI2luqe9HZKG9Ka7c76IXRMmJDuSSZkuLc4SbFx0zMEZcYBd6NZT3obSfnRmVBq6KacbjfghqnpUBrbR86JRd3Jd5Wsw3lJy7O+6wK79IjzVTNee6IMu+mih4qza8sbFNUMw73W1Bziiia2+v70dEg5+2wO+gtL6vFhnJJMqXGW22+S482i5YCR5oVGzs3V/XSZsRVJ9sU1YymQQu1FGhv6GcSWob3UdEyo+yYssp2NLzPf9lMVailR5oUebdU96HT2WC66mS7Iu+RQStJrEFuu0sTQ8rbAdGixGZH6bH/fL7PH2uBzcn7/FHl+W6r7aPJaHVxu6IKc2TIisqTbYpjcFx6XP5JluBNpQTB/8nUS7yOFGMknx/ucb8dd+M57GSci3Ea7hp9jKmXrJK4i3G3LenrquM5xP0ezVyOJmakX9mTSxrjbluj5W3quTinrzLfIwPK3laj5TSafZO812vuVQ3pGekhMSPqMcJ7Q5Yhujqlth0A6HN1wBdeN/fRi75JReIPgP6KdnW+Vopx5zJtcl4ILCM2RU8u18+rjTcybKUXfbfjDViZcRW3JeybW97kPavZrugRJR2LbEt5PLOE92jGG92+qceMDIi8lTyiXD+vti2LyUaTFXe8R0bFe/TzbbPYFT2iRs17xAab7eLn98g3dn6T9+xWB7VgkI0l4aE2nnXERs8z0yg4qZ1vF+PLcWlx+SdZ8bMBrUppWdIC8n9QAhAYpxIzX3ycOM/9dgAgcb5yTOBYUivlLkarJwXgACmo1qr0k0oUeMcrN5qWxrgbbzS8A2JJbZq7GI2OFNwDhLfOQzlOGC8gVrlh82g5jWbf/KJIoby7GI0WSHAe07iZcgWm63gB0coNm4HR8R5NjG8EEJYOAJgeOV0xRKvRYlokUXlmh2XDU6fMe0YUcc4P9Q5FcqDyfAsxADA9Snm8aRHTqIWDkvoOII2Gg2N8nTFyxRgAQAPEppHPRyYFyJSMAoTmwN7+HgiOVpa4CzHuOEWnBlGbCGk8w9vPQJsUx6SpKKw04j5FJAbIlIyunDx9DYqNj0mMOIbaeFEpgbTwO0aFt6cvqTmTjutuvPAEf5mSUeTh5O1jUGx8DIC667vjFJkcQGuy1I6J0UePUGeT4li18wTiPoXF+8sUga4xHs66KiVIuaqNF5EYQGubVHl762ldnur57crbS/m6IxwTg1Gnap0QK+GhNl54gj9Vxqrtm4eXntblqe0bANrYmuPbx+WfZPlFEDm/K9JWAUkLyWOtFlj2N3lSE5ZOrA0E5P2OFDBL4TXGKet3YsrdQPhENkZrAJb8RVTgJS6QN2cGgLkPAf7OokjfMNZiQcC4FUDyIvJYoyG8XZOa0PHANCnv3xKbAYZ3kAvvO0l7HIa3HljyZ1GBlzgPmHCVAu9fiM22fUKUbSVSlwEpS0TeS/8q5x0yjlhgCFjwG7l/mWcgaZItIOd2UgjvynvpX0TeCXOAidfIOc3+majC9B6jbCuRsoRVWC79q9zGIziFtcxY8GvAh1V/wTMAWPSohPdtxNZCCo2O8HaKEXLCc7Ai0UUlCeD2CbdTVWCAMQAPTH5AFjMrehYWxIpJ3UNTHoKHlp3vOP843Jou2pvck3UPQrzY88TP4IcHcx6kz9NnR8kuaBqtBrPXJdPEIDIpgNoCSJG9aCxVBRq9DbLiXgCITR+DxEkih9nrUmTKp4BQ0thXwJQVCfAJYPfNw1OHmVezEnfXC5pGA8y6JoUqwiISAjDepekuAGQtjKUqNQ8vPWZeJecdMz4ISZPFc3X2NSnQu/D2dzaAZngHsueSwVOHmWvFhHj8jAhEJCrxTqbzEhbnj/RZCrzzYqlKzcNTT+bDxS4gelwQknPFc3X2umRZ8usf4onsJRLLjGXxTPE6QBIGKe9x0yNkKkmNBpi1NpkmYqFj/ZA+R24bk7EgBmOiJLzXJst5pwYyQoNZ61JkvP3GeMqsJ3zHsLz1rrynRiAy2UVNrAFmrk2mxfEhMb6YOFfulzdxXjT10jJ46DBLgXdkcgAjNJh1TYosafcdY8RkZ1slgFg4SIvXBd6zJLxTpoTLVJLQADOvTqLJdXC0LzLmy21TJsyJol5aHN8+vh8WDgBQvosUgFtNwKQbiXeW1uUXUssZYP+fiSVA8iKi0HO1S+hvAfb+iRRIR0wkiYC/yxfcyABw5FlSSO8XQXydIlwSGLuNFHEXvUNUfDPuB8a52DwAZBtHngUsw6Qf3+RbWUUgALSeA/b9kRTUJ+UBsx9U5r3vz8RSIGwC8Wzyd/mCMw8CRzYAFTtJr775vwEiXXnbgaK3CXe9kagvXW0eAKfNwbOkFirremJPIeNdCuz7E2lonbiA8Ha1eehvJcek+RSxnsh7REzopLyPPkeK/X3DibdXVJacd/E7xMpD5+HkvRwyVO0nQgbLIJBxLbF5cOXddp7Md+8FIGE+URa68h5oI/PdXEyS3rxH5HYg5iEn7+0kqZ73MBDN2mrYHXZ8VvUZPir/CAatAbek3YK8uDwZ7fzmfLx8+mUMWgaxMnEl1o1bB4PLj4bqnmo8X/Q8mgabMC1iGu7KvAt+Hux50jnciX+c+gfOdpxFYmAi7p90PyJ92fPbYrbh1O561JzqgJe/B6asiJcZazocDpQda8HZw03QajXIzIuR2TwAxObg5LZajJhsSJ0ajonzomXy/e6WQeRvqUZ/pwlRqUHIXSZ6LQkY7jfj+Oc1aK3tQ1CEN6atTqT9+ARYzTYU72lATXE7vPycvBMUeOe34OyhJmi0QNaCWJnNA0BsDgq312Jk2IbUKU7eLvL97tZBHN9Sjb4OE6JSApGzLF5mlzDcb8ZxpzQ/KNzJO8SFt8WGU3saUF3UDk9fD0xZGS+z1XA4HCg/3oKzB5sADZA5PwbJLnYJANBU3o2CbXUYGbYiJTeM2Dy48O5pHUT+lhr0dgwjKjkQucsVeA+YcWJrDVqq+xAY5oXpa5IUeZfsvYCqojZ4+hiQuyIekYmBMk7lx1tIGyINkDE/RmbzABDBRcEXtRgZsiA5JxyZ82NkyXdP2xDyN1e75W0asODE1ho0V/ciMNQL09YkIcDFh8xmsePUvgZUnWyDp7cBOcvjqf8Vw/tEK8442/lMnBeD1CnKvAu/qIVpyIKkyWHIUrBLILxPoad1CJHJYzB15USZPYVp0IKCrTVoqupFQIgXpq1JlNmB2Cx2lOxvQGVhG4zeBuSq8K4oaMXp/RcABzBxvjLvrwNu4fDV8P2wcKg5CHxyt1gH01xMapmk5pNdNUQBJxRtNxWR/oIrnhIbCJsHifpLKE5vLiJF9de/x3pu7X6U9KYTKlbby4CbPxad0wFSBL3tYbGdT8tp4No32VuStYeBjXeLNUHNpwhvoakzQOwBPrwV6Kxw8i4mtT8rn5bwHiJqu6q94r711AE3vMcmY7sfc/ZqdPJuOw/cvFF0TgdIcvXFLyW8S4B1b7C3wuqOAhvvEnk3FRP14XTJKlVPA5nvjjLJfHcAqzawvDf/WFR9Ut7vs0nN3j86+xkK810K3LRRNHYFSIL1xS9EwUHzaWDda0DyQjGm/hiw8Q6xr2RTMakdmyFZpeq9QHi3n5fwbgdWPSeuVFqGiSqzYqcY010H3Pg+67m170/Eu0uoB2wrJfMt3J4FsKVqC/547I8Ycc73+a7zeEL3BObEzBF3ra0YDx18CF0mMt+lXaWw2C24bcJtNKZlsAU/P/BzVPaQ8/ts51l0mjrxh1l/oI2mR2wj+P3R3+PAhQM05kL/BTy/8HnGc+vEZzUo3l1PC227mgax8r4s6kAOAOX5LTjwbhmt8elo6IdOr6XNegGgpYaotob7ST1IR30/bFY7beoMkJYiO146Q4vk2+r6MdxvRt6tafRWoM1ix963ztN+d+11/ehrH8aKe7OYi+yJrTUo2iny7mwawMr7shAcJf7tlh9vxYF3pLwHoNVrkSAxcWyt7cOOV85iuM/M8pasmgz2jmDHS2dpkXxbXT+G+sxYuD6d4b3v7fO03117XT9624ex8t4s5iJbsLUWJ3fUSebbyTta5F1R0Ir975TR2iSBd+IkcXWtra4PO14+iyEJb6vFjtxl8Szvl8/SIvl2J+9F69OoV5jNasf+d8pokTfhbcLK+zIZD6jCbXUo3F5H+wJ2NQ1ixb1ZCIlhee97+zzDW6fTIjFb5N1e34+dL53BoLMfZnv9AKxmG23qDBBRxc6Xz1LlXntdPwZ7R3DF7ekib5sd+989T9ST0vm+LwtefhLe22tRsE3k3dk0iBX3ZtLbswARG+x7+zytqWpvGIBOp2ES8vYGJd52xsZjqK8Xnz/9KFqryff3hdNAb/NsLL//F9DpyeXXbrPjwLtlqCxsk/GW2qac3FmHE1trxfluHMCKe7OYW8BVRW3Y+5aUdz80GigmthzfDi7/24UWE/DhbWyhsc0MbP0FSX4EbL7PRRXnICagpz8SX9r3ZzHBElBzkFwsBZz+mNglSCVBXVXAp5ILdUclsQKQ9ks09QAfrScXaACwjjh5S4qlbWaS4LSJcn1suU9MsATeha+JSj4AOPBXMcESUHsI2PO4+PzsJ84mxxLe3TWsFUJnFfD5T1149xLeZqd6z2qW87ZbiK1Fi8SOYsv9YoIl4OSbbMPrg0+ythoAUHeEWCYIOLfZ2XhZyruWsUJAVw2xupAqOkd6iT2D2alws1kIb2njbrsF2PFrktwK+OwnYoIlQFjZE3DoKTHBElB/lCTfAko/JxYVUsFFTx2wSUygGwca8ejRR2mCBZDGzw8dfAiDFsLbarfi5wd+ThMs4bW/F/wdZztFmf/jxx6nCZaAzVWbGeXgy6dfpgkW3bW2Ivy/gv9Hn9eUdKBoVz2jZOrvNDFWCP1dJux98zxTRG022bDz5bNUKm63O7Dj32KCJbz25aYqRpV14L0ymQqx7FgLzkkaR5/cWUcTLAEt1X2MxL32dAdO7mB5D3SNYNer58Tn3SPY+2Ypw9tismHnK2dp8bHD7sCOl87QBIvy/qQKLdWiCOHAu2UyFWL58VamcXTRrnqaYAlorenDkY/Fv+f6s50kUZHy7h5hLBwGe0ew541SpvjbMmLDrlfP0oJmgfeQC+/8zdVoruyhrx16v1ymQqw40YrT+0XexbvraYIloK22D4c/Enk3lHah4Avxgk95S6wQBntHsPv1c8q8B0SLkh2SREXYl+Of1aCpQvxOP/RBOWONAACVBW2yRstCgkV51/Xj0Ici7wtl3UyiAhCvsJ0vn6Xij6E+M3a/do4pWreO2LDrtXMY7jdT3jtfPivjfeLzGuL55sS+1/9NEywB5ccO4+QXm+nzkn0XaIIloL2+H4c+FNXQjeXdOP5ZDcu714wdL5+hvIcHzNj1qgtvsx17Xi9lzguObxeXf5JVtZe94FM4gDPOC0xfE7EeUII0yZI+/qox9V+KTYHPfKysZhzuIrfZAJLMDXXIY+AgiRxAbqUJppjuOJWMgrdaTEM+WYUBgDOblHmbekSvrpoDxF9KifcZJ++BdnmyqsTp68x3Y4Hob3Vmo7IKc6RX9BOrOUh8yBTHc/Iekhwfd5xKPnS/HXe8m4pIMgtge8122BR4D1gGcKCBJEMFrQVoG1KWX39RTWxJekd6cbhR+fwWYlwfMzE14uvlx5XnqKNhgPpbVRa0UXWcFJYRG7VCaK7oUW18K3hJjQxbUXda6W8AjEVC+XFlu4SKE630AqMW03lhgErzKwtbYbfJeVtHbDQZaq7qZfyolDiZTVbUnu5UjKmQ+GSpzWVFYRu9WKrx7moapNL8ysI2RRWm1WynFg4tNX2Mr5MSb8uIDdWn/vP5rixso+pCtX3rbhmiyVB1Ubsyb4udWji01vShV+LrxHBy8rBabLKkT4mrGu+qojbq+aXGu6dVwru4ncZLYbPYUeXk0VbXTy02XFHhHMNqsaD82BHFmNIj4o8dNd7VRe3Ud07NMqS3bRhtteJ8K6lebVY78Rjj+K/g8k+ybG4ydOvI6GPcxVnNF4+Rvuc2ZhScRhUzCk42y8VjpHFu52kU+ybE2C1QNP+RxrjbFsPbjfSY8nYXY/6KMSq8R8OJOZfcjOeMU7NdAACznXCyuNmO8Hmr3Qq7ikWJsB1341nsFpqsqFkqAKAXHsG75z+NEcZw2ByK3j8AmIuF0gUPAEmYHMLji4+nlGB9Fd5SM1SHQpJJYsTXbSrj2W0OOt9u58n5nvtjIhy3r8tb/LzaPEmPl80dJydvteMmfc/dcRN5A3aVE4XhrTKeQzLfo5nLUfF2G+M8vx122O3KFg52q1USr3J+2x30N+9ojq/bY+Lm8xyXFpd/kpW0QN6sV8B4Z5+4oHi5ItA1BiDKPsUYyetKxdQAUSoKNVlq2zF4i4rHhHmAQVm+TjkFxsqVdUqcxqtwGk1M6HixtkktRu8p1jYlzAVciqll4/lHyfsmKnFSm8vRxISkAqHj3PPWGYFkZ+uZhDmAUaVIUxjPL1zeN1GJ09eZ7zFJtLWSVB0ohUFrwJxoUpOVG5ErK14XkDeWFMgHewUjKzRLOSZWLKJXG29B7AJq4ZCQJW8wCxAFmlAjpBaj1WkQN5Goc6OSA2H0US75THCqCz19DXKlF40Ra3bUxovPDIFGK/AOVYzxC/akNUKqvLUaWksWlRQoK6YWkOgcw+htkCu9FLiqjRc3MZjWEanF+I4x0hqhhKwQmYrNlXdEUgC8/Nzz9vDSKzb2JjES3gpNhgFg7MRgWkSvyjvISK0Q4jOVeWu0GtrIODwhAF6SuiMphGNqMOoQM07ZniCROU+Uz4HY9GCqeFTj7RPggfB453xnhsiaOgOklFSYm7AEf3gHqPB2nt8GDyPiM5W/B5OniHYqapxi08ZQ5aDavnn7eyA8UZjvYEXe0Kh/nuPS4/JPsjwDnEXgLkrCGfcBsVPE56s2EHsAKZLyiNRewMLfEbm+FGOSWEuBybeJFgtSDqs2iM9jcoCZLrJ7jY4U2Xs5OXj6A6uelXt8Tf8x6RVIeT8r5504n6jiBOT9Vu7vNCYRWPR78Xn2LUDKYjbG6MI7KpsoAJV4C30ZjX7AqmfkvKf+EIifJT5f+QyxkZAiYS4rRsh7RPS6EhAUz1ohTLoRSF3Kxhj9gdXPic8js0jTbIa3Flj+pNiX0cPHOd8uF6Ipd4keYAJvVxuP+DmsGGH+/xElpBSBccAVfxCfZ14vT7Y9/IA1z9PC/3FjxuGerHuYEK1Gi19P+zWCvQgHL70XHpv5mExJeG3qtYzP1m+n/xZjPFkvnJzwHNyYdiN9/qOsHyEliD2/o32j8Ytcce5Sp0UwFy6AXOTybk2jiVhwlC+mrmL92zQaYM61KbRPoN5Dh7yb06DVs9/66bOjMDZdnN95N4yTJQeRyQHIyhMboE9ZkUA9ugT4jjFi1jWsxD0pm+WtN+qQd8t4mogFRfhg2mq2Rx80xB5AsFrQGbRYcMt4mSIvbVYkxk4Q53fuDamy5CAiMQCTFrFWCK5+Wr5BRsxeJ+GdEy5rBq330CLvljTKOzDcG9PXyHnPvCaZWi3o9FosuCVNxnv8jAjEZYjzPff6cUwxNUD8mCZJLDNylsXJ/LQIb/HcSZ4chpRcOe8Ft4ynhf+BYd6Y4Wrj4bR5ECwLdHot8m4ZL1PkjZsewSQfc69PlSU1YfH+yF4s8p68NE5mP+ITaMSca0XeiZNCZc2g9QYtFtwqFv77h3hhxlVy37kZVydThaVOp0XerWkyG4/UqeE0qQWABet/CN8g9u8yPDEFU1avFXkviUNYPPsD0DvAg+GdkBXC9HIEJOeqwDvYS9EOY8aVcoUlx7eH74+FQ91RUkhtMZHEKet6eUxXDSlO7m8CkhYBc38pKsYEmPqAXb8nvfnCJwJXPMYqxgBiF3DoKaByJ+AbSZKCYJcvQYDU7hS8BhiMJAmIny2PqT8GHPgbKYiffCtJKlzRXUs49TWRlbC5v5DbDpj6iHqw5RRp5rzoMTGhk/I+7Cza9o1w8pZ7AuH0R8CJV4mFw5yfk1UgGe984ODfSEH8pJuByTcr8K5z8m4kCe3cX8p5jwyQY9JcTFYDFz0GeLskZ3Y7sV2o2A74RJDkMUT+JYgzm4jqU2cgHllK5rL1x528B4FJNwGTb5HH9NQT3r0NxHpi3q+Uee95jNRYhaaR88Sb/TKF3U5sRcq2El+thY8CoS5JPICy8s+x++w7MOj0WDrphxg7Vn6elLSX4J+n/olByyDWJK3B2tS1spjmgWY8Xfg0tXD40aQfQe+SDA9ZhrDh5Aac6TyDxIBE/CznZwh0TeJBis0FK4TpVyYxykIBlYVtOL3/ArQ6IHtxHJM8CWit7cPxz6thGbZh3PQITJgj9x8a6Dbh6KYq9HUOIyY1CLkrE6B3SRbMZivyP6kmFg6R3ph5dTKjdBNQtKsO1UWE97Q1iYyyUEDVSVIwrdUB2VfEYewE97xTp0Uo+iZJeUenBGLKqkRF3sc316CluheB4YS3a5IDAEW761F9sg2evgZMX5PEKAsp7+I2lOy9AI0GyL5iLOImyldA2uv7kL+lBiPDFqRMiUCmgm/SQI8JX26qQm/7MKJSAzFVgbfVbMWxUfAu3l1PLRzUeNcUt+PU3gZAA0xaNJZRoFLeDf3I31KNkSELUnIjkLnAPe/I5ABMW5UAvQd7flvNVuRvqUFzVS9J8q5OYhqECzi1twGVha0wehswbU0iQhV8pGpKOnBqTz0AIGvhWMUVPpZ3ODIXxMpiBnr6ceSDL9Dd3IyocamYufYK6D3YHxZWsxX5n9WgubIXAWFemHl1siLvkn0XUFHQQnivTmQUkQJqT3egeHc94CAecN/0Kha3cPhq+H4kWac+IFYA0lYuM+8HFv9RfN5YCLx1tdiKBSAJyw3vA3rnl0d/K/D6ClbNF5wMrN9K/LAAUlP0/o1s02bPAODmTUBMrvjart8RHykBGh2w5gVg0g3iayUfAZ/ew/Kefi+w9M/i86Yi4K2rWPVk4gLgxg9IEgQQz6bXV7JqvjGJhLfglWWzAO/fxDZtNgYQ64nYqeJrux8DDotqM2h0wOoNQLYkiTqzEdj0Q7YFzbR7iHGqgOZTwJtXsqKEhHnAjR8CBqfx3mAHmW+pmi8ogfAWvLJsFuCDW9imzUZ/4KaP2BW/vX8kSTblrSUrV5NFM06c/YRYZkh5T7kbWCFppN1cArx1JatCjJ9DxjM4fw0OdgJvrCRNvynveCdv58XBZiVWEOclvSc9/ICbPiTu8wL2/Zkk2VLeK/4fkHs7fWl33W48dPAhpqbqunHX4ZHporlqWVcZfrDrB4wKMSc8B/9c9E946QnvHlMP7tx5J8q7RdVStG80Xl3yKqJ8yXlid6rUpIXGBqMOK+7NRHSqmPye2FqD45/ViLQ1wNwbxjHJSHVxO3a8fIapg0mfE4UFN4mrl52NA9j8TBGjQoxMDsCqByZRl27ToAWfPl3EqPn8xnjiyp9l05UFu92BnS+fYdRleqMOK36cydxqKviilmksDQ0w97pUxsSx5lQ7drx0lqljSZ8ViQW3iKuXnU0D2PxMMaNCjExy8jaKvDc/U8So+XyDjLjyZ5PpyoLD7sDOV8+iskAsTNYbdVj+owzG5btwey2OfcrynnNtCnNRry3pwPaXzjD1bONnRpLVPOcqZFfzIDY/XcSozSIS/bHqgUnUXXxkyILNzxQzaj7fICPWPJhNvZscdgd2vXYOFZKCbL2HFsvvyUSsxF385I46prE0NMTINWuhhPfpDmz/N8t73PQILLxNXD3tbhnEp08XYUii5gtP8Mfqn0h4D1ux5ZkipheiT6ARVz6YTc1mHXYHdr9+jik21xu0WHZPBpNsF+2qZ9SrADGIla5U1p3txPZ/nWbUqqnTwrFofTrl3dM6hE+fLsJgj1ivGRbnh9U/zYbR6RhvNlmx5dliRnXrE+CBNQ9mU7NZh8OBPW+UokzSC1Fn0GLZDzPoLXqAKCwPf1zBlJbOuDqJsU35uuBJ1lfD5X+70NRLbAdce+UdfQ64UCA+3/ITNsECSLNeaVPfvX9wsUsAsX3YI7kNVPQmm2AJHLZIbg82FrIJFkDUb1t/JvYJNPUp8z72AlklorwfkPfBq95HVsgo7z/K7RK6qknCRHm/zSZYAFHfSXk3FbEJFuX9C0lfwgEyl65F1Pn/IquJAj77iVz1WXOA2GYI2PcnuV1Cdw2wW3Kbs/hdNsECgJE+YhEhoLmETbAAUi0r5W0eVOZ94iWg5pD4/PMH2QQLIHYYx18Sn+//C5tgAc7VRslt5ZL32QQLAMz9hLfwu6b1LJtgCby3PUQSUADD1mH87ujvZEXrH5R9gGPNx+jzPx77I5NgAUBhayHeO/8eff7PU/9kEiyA2Eg8VfAUfV5+vEWm5LKM2LD3rfO0eLiraZBJsACyS4c+KKcXb6vFhr1vlcoKjc8dakL9OXF+D7xXxiRYANBc2YuSvQ30ecHWWpldQn+XCUckF8GKE60y+b51xIZ9b5XSYm/B9JQlDhz+sAKDveQiKHhyuRYKnzvSjLqzIu+D75UzCRZAlInCygcAFG6rldklDHSPMBYOlYVtTIIl8N77psi7p3UIxzbLeR/5qJIqOG1WO/a+VSpTl50/2oy6MxLe75fL5Pwt1X0o3i3Od+H2OpldwkD3CI5ILByqitqZBAsgase9b5VS5Wlv+xC+/NSlubkDOLKxEv1dRAlpsznn24V32bEWxrbj0AflTIIFEGVi0U5xvk/uqJM1mx7sGWEsHKpPtcvUfFbnMReK8Ps6hvHlJjbBAoCjGyvR10mUkHabXWYHAgDl+a2oKZbw/rCcSbAAokws2lFHnxftrJc1mx7sNeOwhHfNqQ4mwQKEc7WUCg36OofJueWybHLskypVBSfHpcfln2RV7SOu40oo/Yz8311Lbv+5iwGA81tVYj6/eEzbWdFSQC3GMkQSO4AkHOYB5bjzTk49DcQMVDFmFJykr6vFtJcSXy8AOK8s8Yd1WLQ2qDlAkgUlCPPU10QSNncxo+VdpsKpo1z0QVPbjm1E9LOqOUSSSsXxnJz6W4k1xMU4jeo8UeHdWSn6oKnyNlPriYKWAvSrzPfeeuKN1mXqQnF7sWLMnnrRkmJfwz7l7TTspQmU9AIhRV/7MDobyflafUpZTm+3OVDrtGRoquhRbVgrjGEasKC5UvmYSBM9tfFqT3XQRKRGJaavw0StEFw9qyhvu4Ne0JuqeqiHk4yT03ZgZMiCpooelRhxDDW7hNrTnfSCrrZvA10jaG/oF3kr3G+w28X5bqnqlSWrrrzNw1Y0lnW7jaHjKaDuTCdNPqXxDO/uEbTV9bnl7ZDMd2t1ryxZdeVkGbGh4fwoeKtwajjXSa0Q1M7vwZ4RtDqtEGpKOhRVrw6HODetNX2ypM+Vk9VsQ/05JXsh9txQm8v60i5YnJ5Xauf3UK8ZrdVkvmtLOt3wVv48x6XH5Z9kqTUrlr43mhh3cfpRxHzV8UYVo9JA2vXzatuSft7teIZvJkaYJ7XG19IYd9tieLubA8M3FCPw1kNRDjVaTswxGcV47mKct4INbmKEYnidRgeNCm9pwbxr8bz0deH2hmuhOkPbWbfj2hbnq8YIY2h0GmU1lGQ7ro+Z7eg09HBpRzGeVvc19835nkaroUXpipxovEqMVkPn2+08Od9zd0yE8bQqczRa3tI5Vpsn6fHSuTtPnOOpHTeGt9vj5uStAbQqJwrDW2U8wns057fmoryF99zOt3B+azRUBKAW4248rVYDZ7MGt+NpKe+Ln98c3z4u/5lPyiNNnGXQABnOpsH+UUDcLIUYAJnXio8z1inHSF9Xixk7Q6zHmbgW9K9DCq8gUZmYOF/e1FngLTQ79osg9UAX5XTNfx4TOw0Ict6vn3i1Mm/PQFGZmDBP3hzZlbdvKNm/b4S3ynxH54qWGWq8jQFi0+qEuaTYX3E8Jw+fYHI+/aecMkcRE5UtFu1PuFquigVI7VYq4Z0bnoswb6X5BpYnEJuIAGMAZkcriCoApgH18kRlWwlhOwBU+5yFxPrS+pDk3DDFi4fBqKPS/MiUQFmTYXEMchyMXnrEKRRBA0SlJcBVDSZ9Xbh4SuOlCI72pcXvyTnKvPVGHVWyRSQFyJr1unLy8NQjXqLYY2MiZPEy3rlhNNlJUYkZE+VDrSeSJ4cpJj56D7GtTkSCP/xDlHkLYxgk+ynjLZljNd7JOWE0KZI2QZYiKMKbKhMTs0MVkxq9QUv7XIbH+8NfRfk2zslD76FjLD0Y3hKuauduUnYYTTLUYgLDJbwnhSomJTq9lipYw+L8aJ2XK1Kc54DOoJUpXmnMlIuf34nZodR6Qo13QKgXwp3KxMTsUJlKEyBJmFJ/To5vB5d/kmXwBNa9ztoc6DyIfF/wUQJI0XmwVJGmITYI0ovh/F+TJEKK+DmkSbSAiWudNgSSL48xicCV/xCfh6QAy/9OfJoEeAYQnkLxtN4IXPsGa3Og8wCWPQGEp7vwlirSNEDOelY9Of9hUgwvRdxsYOFvJbyvJjYLUt5BCcCV/xSfBycROwwZ79cAD+cXit7DyVuS2GoNwNK/kIbaAlY/J7eVmHwrUfQJmPuQ6BsmYOxM1jIjfQ0w7UcuvOOBq14Un49JJEXuUt7GAGDdq2LPSZ2BzL/UnkFrAJb8mVhAUN4b5LYSk24mFhiU9y9E/y3KewZrPZG2ktiISJO/wLHAVf+W7EccmSe95OJo9Cfz7ew5qdfq8dS8pxh7Br1Wj5/n/BwTQibQ134343dIDmQVl6uTVmNtiqhCvCvjLsyNmcvETAqdhAdzRNuOhKxQTLpiLLPC5DfGE1fcMYF5vuBWVnZv8NRh8V0TaDGvVqvBkrsnMvYMWq0GM65KQniCWCw774ZxCI5mlYvjpkUgXaJCzFkSR5M3AeEJ/kSu7kR8RggmL2F5+44x4oo7xb8l3yBP5N3Gyu4NnjosviOdNqSmvCVKOq1Wg+lXJiIiUVQZE96ski7F2UhaQPYVcbKkJizeH7OuEf+e4yYEY/LSOJZ3kBGL7xTn2yfQiIXrXXgbdbjijgnU00vj5C1VAGq0Gkxbncg0EZ57farMVoI0khZ5T1o0VmbjERbnx1g4xKaPQe7yeIa3T6ARi++S8A4wYtH6dOg9RN56ow6L7kinvRs1Wg2W3j2RsWfQaDWYuioBUSnid6MS7+ScMEaFmLUoVpbUhI71Y6wQYsaPQe6KeGZFzyfAA4vvmkATdm9/Dyy6XYH37em0B6JGo8HiOyfAx4X3lBXxjNBi9rWpMjuMpMmhTOF/Zl6MzMaD8Ba/P6NTgzB1VQLD2zvAA0vunkh5e/l64Irb06E3ij/c9B5aLFqfrqgM5fh28P1QFwKk9ubIBmLhMOlGYuOgdVklaDlD1FyChcPsn7KNnwGgvwXY+ydSCxUxEVjwCOAfycaMDABHniF993wjSBIWmcHG2G2kSP7kOyQRnPkAkOriUwWQbRx+hvDOugHIXS/n3XqOFLf3NwGJecCcB9nGzwCpJ9r3J6LqC59APKgEZaEA8yBw+Fmn9UQEsOD/gEgXs1O7nfTpK3qbJILT7wXGL1PgvYfMgXmI8M5ZL7c5aCslvPsagYT5wNyfy3kPtJH5Fiwc8h4RlYWU9xARElTsAHzDSTIcNUnOu/ht4ORbJFmd8WPWHFRA1X5S3G8eBDKvI4m2jPd5wqm3gdhAzPk527Ba4L3vz6KFw8JHxJVMKe8vnwPKtgM+ocCCX8tMWu0OOw6Wf4qWU2/DodMjIeeHmB7vkngCONZ0DK+ceQWDlkGsSFyBa8ddK7v9V9VTheeLnkfzYDOmREzBDzJ/IDMy7RzuxD+K/4EznWeQFJCEByY/gAgfdlXCarahaHc9ak91wMvPA1NWJtBfywIcDgfOH2vGuUNN0Go1yFoYi8Rs+a/lC2XdKNxWC7PJitSp4Zg4L0Z2i6y7ZRDHtlSjv9OE6NRA5C6Lp0mPgOF+M45/VkMsHCK8MW1NIvyD2RUQq9mG4t0NqDnVDk8/A6auSEB4Amu/4nA4UJ7fijMHL0Cj1SArL1bxV35jeTcKviC8U3LDkTE/Rra6IRTS93WaEJUciCkrFHgPOHnX9CIw3AfT1yRSRSTlbbHh1O4GVBe3w9PXgCkr4hGRGCjnfdzJW6NBxoIYpOTIVzcay7tRsK0W5mGrM3mKlfNuHUT+lhr0tQ8hMiUQU5YnyAxYTQMWHP+8mlo4TF+TpMx7TwOqi9ph9DVgqgJvgIgpTh9w8p4fo9isuKmSzPfIkBVJk8OQtSBWtirT0zaI/M016G0fQmRyIKasUOG9tRotVb0IcPp0ufK2Wew4ta8BVYVtMPqQ+Y5MUuB9ohVn9pNWaRPnxyiuJjVX9uDEF7UYGbQgKUeN9xDyt1Sjt20IEUkBmLoyUc570IITW2vQXNmDgFByfgtKThnvk20weuuRuzweUckudjcQelFegAMOZMyLYVZXvwlwdeFXw/cjyTr4JLmYS5G2Crj2LWr8iLJtxApAqtIKmwDcsU30wWovB15byqrLvMYAt28DwpyrG6Y+4LVlQKukGbLWQFZ3hIu6w0Hk++c2s5wW/AaY95D4/NBTrHIRIG7v174l+neV7wA+uJltQROaRngLq2AdlcCrS9heiF5BwPovxFWxkX7Cu0UiANDqyepO2irxtY9uB85uYjnNe5gkCAIOP8MqAAEgdRlw/bsi74rdwPs3sLxDxgF3bBf9pDqrgFeXsr0QPQOJFYKwKjbST2wepE2ctXpg7SvAhCvF1z6+U+ydKGDuL0nSJuDoc8DOR9iYlCXADe+JiW3lHuC9G9gm2SGpwB07RN5d1YT3gESl5Bng5O1Mts2DhLdUAKDRAWtfJquKTvz60K/xeTWrQrwr4y78ZPJP6PO3zr2FJ048wcTMjp6N5/Oeh87J+8umL3H/3vuZZtPx/vF4c9mbCPIk50lDfwNu23Yb2ofFIlg/gx9eWfIK0oKJPYHFbMOnT51kVFoarQaLbk9jbhHtef0czruonbIXj8XMq8XVpZJ9DTj0AavWjU0fg5X3ZtLbThfOd+HzF0oYdVlAmBfW/jKHrhr0dQxj05OFTDNeD08d1jyYTd3FLWYbNj9dxKi0NBpg4fp0xsRx75ulKD3azHCatCiWWV06vf8CDr7PqjBj04Kw8r4syruxrBufP3+KUZf5hxLewqpBf5cJG58oZNRlBk8d1vw0myatVrMNm58pZppPazRA3m1pGD9d/HG3761SnDvC8s7Ki8VsySrNmQMXcOD9cqbYPHpcEFY9kEUT26aKbnz23CmmabN/iCeu/mUO9WXq7zJh05OFTO9Jg6cOq38yCRHOpNVqsWHLs8WMcEGjARbckoa0mSLv/e+cx9lDTQzvzAUxmHOduEpz9lAj9r9bxvJODcSqBybRBLGpsgefbShmePsFe2LtL3OokexA9wg2PlmAgS4Jb6OTt3MV0maxY/OzRazgQgMsuHk80meJP0oPvFfGNPsGgIx50Zh7g3h35NyRJux7+zzDOyolEKsfmEQTrZbqXmx+tphp2uw3hsy3cDt9sGcEG58sZHpm6o06rL4/C5HOVUib1Y4tzxazggsNMP/GcYz33MEPynFa0jQbACbMjcb8G8fhmwJPsr4aLv/bhf0twP6/yl8v/UxU8tntwLZfyeX7bWeB45LbN3v/IJfvD3cBex8Xn594iU2wALLdbQ+TcQBiseCaYAFErt/n/KIcaAP2/UUec/5zsroFkGRt26/kPf7aS4F8Ke/H5c2mh7tdeL/CJlgAsY/Y/muy6gYA1QfkCRZAkthe5xfOYAdZMXNF+TbRIsLhALYr8O4oI1YPAvb9Sd5s2tTDJp6Fr7MJlpS3zaleqzkkT7AAksT2OCXeQ13AnsflMRU7SAIuYPvDbIIFECXjMcnt4H1/YRMsgNh47H5UwvsNucLSYWN4F7YWyhIsAHj1zKu40E++KHtHerHh5AZZzOHGw4xa8IkTTzAJFgDU9tXizXNv0uf/OvUvJsECgH5LP54ufJo+P3e4SSaDd9gdOPxRJZWKN1f1yhIsgHgL9bYTpe/IkIX1R3Ki4VwXo8A7/FGFTL7f2zaMol2iNP/E1homwQIAs8mGo5vE7Z8/2iyTwTscwJGPK6girqWmV5ZgAUDxngba7Nc8bMVRJd6l3YxFxOGPK2Ty/b72YRTtFKX5J7bWyOT7FpON8V86f6yFSbBE3pV0Xtrq+mQJFkAMNYWm3WaTlcyHy0/mxrJuxiLi8EeVTKICEAVm0Q5xvgu21cqae7vyLjvWIlOGOhzAkY0VVMnXXt8vS7AAYqjZ1SThvbFSzru8BxUF4t/YkY8qZLz7O00olFghFG6rZRIsgCgTj3ws4X1czhsOYs9gMRPeHRcGZAkWAJw+0EgVthazc7suvJsqemgDdICc39IECyBJ7MnttSLv7XWypuTWEZvMokSmaHUARzdVUQViZ+OALMECgLMHG6lSlePbx+WfZNUelntNCahyXoS6a4CeOpWY/eLj6gPutwMA1fuVY3rrga4q9zF2K/FcAoC6I/Kkj44h8K4l3N3FuBtvVLwbgI4K9zEOG1BzkDyuO6Le2FkYr7eBWBX8p5xGs2/9TaI3mCpvu4T3UXny5DpebyNJqJQwGt6jiRlooR5bUp8rKewOO/KbiVdaUVsRTDaTYtyXTV8CANqH2lHZozzfQgxAbjkqIb8ln1o4XFCRyg/3malX1YXzyrJ0OEgyApBEzPWiKKChlHx+qM+MzsZBtzHuODWWd1NPJmk8w7vfQr2qLpQqbwcOcZ9aqntlF0VXTqYBi8z/SowRx1Abr6mihyasF1R4mwYs9MKotm/S8Vpr+ujF1hXCGKZBi8z/im5HckzVODVX9tIESu2YjAxa0e5M0hvUzhOI+9RW2wezyf18m4etssRfiavaeC3VvTSBUuU9ZEW703pC9fx25T2sfN0RjollxCZL/EWukvNEZbzWmj6YTVZnvHKMediK1lqBt8r5DffnEMelxeWfZLn2x1N6zzNAWX0GsK1nXNvQCJC2S1EbT6MVbzuOhtOoeSuozwC28FxtW9LXVcfTiPv9dXlL+xu69jZ0jXG3rdHyFsQOX3u+Bd6+6rxHw2lUvMX3AjwCVEMCjYEkxqgeI7znbfCWtc9xjQEAf5UG2X4efrR41tNbZf8BWkfiWnekFKPWZJm8R8YwGHWqknrp59XGM3rpqVrQ3XhCo2pPlYbVJMbA/O8uRu+hVVRxuY6h1iDbw1NHebsb76vMpfv9Hw1vg+JjKQyeOnq7dDTzNBrebvffedx1Bi1ThP6VeRt11E7D3fktnGfuzm/hPff75hRR6DVMETq7Hcl5ojKe9Hh5uv2bE+by4n+7HN8+Lv8kK3E+ac7rCp1RVOD5hADjlOXryFkvPp58m3KMtDWL9LEUqUsBX2cBbeZ1rGJMQMBYUQUYP5eo+9zx9h5DVGoX45TzdXgvEVsGZV4L6BXk1P4xQLKzGDtuNmmaLePtIfL2CgLSVo+C0yh4S1V9UiQvEgvkM9YBBgU5tV+UqAKMmylv/g2QejqBt2cAMOGqUfBWmUvpcVDqiQgQi4hAoixalrCMtryRItQrFHNiiHXHpNBJSAqQz7deq8fqJDLHPgYfLI1fKosBwKgLpY/VYtJmRylahcWMD6IFxClTwmjrGCm8/D0Qn0nUmxGJARgTJe93qNVqMH4GqdkxGHVIVSiCBkgjaaXHUqRJamjSZinzjk4NpAXEybnhMHgq8PYz0L504fH+smbUAu80J2+9h05VUi/lOsENbyGpTZsVqcg7MjmAWgQk54TBQ4G3p6+BWhuEjvWTqe8AUk8n1EjpDTpZk2HKe5ZYR6U63zMiaXKYPitS0eMsIjGA9rlMmhwGDy/5hd/Tx0BFEqGxfrKmzpS3k5NOr8U4SX0aw2nWxc+T8dMjaHJI5l4eE57gT9WiSZNDmSRIgNFbj6TJZL6Do30ZlSzlrQGdb51Oi7TpKvM9ivN7/PRIWks3fqbyfIfF+SEkRrSeUEq0jN56JHMLh/8aLv8kS6sj/fDCJLYHvhHAdW+xaq/Vz7F2AR5+wOI/ASkSKf7sB4naTFgV0OpJEjb7Z2JM8iJgyV/I5wUk5RGrBQH+UcB1bwN+ki+G0DTSt05Qsmm1pP9gmCh5hm8EKaAPFPtjYdWzrF2Ahy9wxePAOMlFdeYDxFZCUJtp9SQRmPtLCccFwNK/EYsAAYnzgTWSWiO/COD6t0lyQnmPd/IWtu3kHS6xa/ANJwX0QfHiayufFr21BN6LHmUVfzPuA6b+QOSt0ZEeifN+JeE4D1j2JMs7YR5wlaS2yy8cuP4dwF+iSgxJJbwF81ONhvSpFArTAeL3te41tkn2iqdIwizA4EMsJdIlSeP0H5NejVLek24iqkcB8bPJtqQrUfFzGAuHYK9gbMjbgHBv8YId7x+Pfyz6Bzx0olR8Q94GpI0R++aN8RyDJ+Y+gfiAePrab6b9BvNj51NTUi+9F+7Pvh+L48VjcGPajbg57WbGxHR10mrcN+k+GhOVHIh5N4xjLjJRKYFYdLv49+Xl64HlP85kfLACw72x6r4s6usDAMt/lMnI1738DLjizgnUbwsA5lyfSmwOnBcQvYcWU1clMAq0jPnRyFoUK5qYajUYNy0C01cn0pjIpADMv5HlHZkcgCskVgiePgas+HEmfMeIvAPCvLDyvizoPSS878lgLvxefgYsuiOdSRpnX5uCxOxQkbdBiykr4hkl14S50Zh0xVhavK3REF+n6VeKvCMSArDg5vEy3kvuEv++jN4GrLg3k/HvCgj1wsp7s2h/RwBY9sMMhElUoJ6+Biy6PY2xmpi9LoXYHEh45y6PZ5KY9NlRyF7M8k6ZEo4ZV4l/J2Fx/lhwSxpzUY9MCsCSu8X5NnrpCe9gkbd/qBdW3JfJJOlLf5jBJCyePgYsvC2NJg8A6RuYNDmM8tYZtMhZFscU2afPisLkJXF09UejIZ5uUquP0LF+yLuV5R2R6I8ld4vz7eGpx4p7sxjfMf8QT6y8L4v2SQSAJXdPlPHOuy2NOednrE1Gcm6YaOJq0GLy0jimyD5tZiRylrnwzgnDzGskvGP9sHB9OrMiFZ7gj6U/FL/PPDz1WKnAe8WPMxWTXY5vB9+PmQ9JBab9EDjxKmkBM2Gt3HzUewy5MFpHgP5mYk4pVacBJGHLWQ8MtJO+cuETgJzb5RL/9DWk5qh6P0kwpt3D3gYDiG9Szu2kIFvvSZK3EBeFR0gqMP0eUpRuGQLSryIXZym8gsj2LSagv9HJ22W1heF9miR0StYE6atJ/VX1PpG3j4upIsPbSLYbmsbGBCeTz554GbAMOnm7mKZ6BZJjYjEBfRfI+xNdVlK0WrKa1d8GtJaQhC73TrkTetoqUitVtZesFk67h6xOShE7nTRVPv0RWQ3MuY1NvAGSTE27Bzj+MmAZANKuJPMphWcA4W0eBvoayMqdYLLK8L6V2Ga0nCLHVYn3+JVEsVq5myR00+4hRq0STA/Jwo6IZThb9in0Gj3SolZBE8iuuI31H4ub0m7Ce+ffw6BlEFfEXYHpkdOZGF8PX9w4/kYMW4fRPNCMnPAcxmQUALQaLa5OuRrtw+0o7SxFQkACrht3ncxVPmKKET2GEzhfXgdvPw+Mz1lGlWc0JsEfE+dFozy/BRqtFumzI2V+VwGhXsjMi8Hp/RdgHrYhMTsUsWnsbVQPTz0yF8TAPGLDQJcJkcmBMsm5RqNB+swoDPaMoL2+H4Fh3pg4L1p26yshKxRdzYOoO9MJLz8PZOXFyniHU96t0Gg0SJsVQU0/BfiHeCEzLxYl+xpgHrYiISsUsWns37eHpx4Z82NgNlnR32lCZGIAxk2X806bGYmBnhG01/UhMMwLE+fFMIkoQDy+uhoHUHumE16+BmQuiKWKOco7PgAT50WjLL8FGg1Z2QgZq8B7QQxK9l2AediChKxQjE1n/74NRh0y5sdgxMk7wh1vZ4ucwFAvZMyLZhJRwjsYnY39qDvdCaOPARkLYuAbxK7gh8f5I2N+NM5/6eQ9I1LmG+U3xhOZeTEo2XsBI0MWxGeGIm6CC28PHTIXRMNisqK3YxgR8f6M+lLA+BkR6O82oa22DwGhXsiYHyPjHZcRjM7GQdSebofRm8y3qwFtWJwfme8vSRH7uBkRiryz8mJxam8D4Z0RyjRrFnhnzIuBediK3vZhhMX7Y7zC6tb46ZEY6DShpbYPASFeyJgfzSTQAPFU65g5gNoSJ++8GBnviMQA3Pz4DLTX98PhAMLG+qm6/HN8O/h+WDhseYBt9AwQR/A7tosXvoJXSfNfKXwjgB/sF32w6vOBN1axBdI6I3DrZiBuBnne3wL8ez5J1KRY8ZTTpBREPfbaMuDCcTYm+xZgzfPi888fJLykiJpM7AKEFZjCN4DPHmBjfMOBu/eJt8saTgBvrASskgJpnQdwy6dAvDPZ7G918nZR+yx7Epj2A/LYbgNeWw40uBRIT7qJNVvd+guispQichJw507aDgZFbwOb72VjfEIJb+ftMlwoJDYHVknzUp0HcPNGMfkZaCe8+1xUM0v/RhJUgffrK4H6o2xM5vXA1RLT0m2/YtWNABCRCdy5i3iZAUDxe8CnPwIjG/IOAX6wT1xhbDxJeEt7ZmoNwM0fi073gx2Ed6/YeBcAMT+d4ZwXu52cb3WH2ZiMdcTqwYknTjyBt869xYSMCxqHd1a8A6PTgPWzqs/wm8O/gUPCO8gYhHdXvIsYP7Kie67zHNZvX49hyXzrtXq8sPAFzIyaCQDoNnXjhq03oHGAVVf9POfnWD9xPQDi2bT5mWJZH7zk3DBmBebIxkoUS1SCABAc7YO1v8qlF5Dy4y3Y9do5Zro9fQy45uFcBDidwNsb+rHp7yeZgnStVoMV92ZirPNibBq04KO/nEBfBysSmHFVEiYviaO8tzxbLCsQTpociqU/EFcEjm6qZBoPA8SB/ZqHRd4VBa3Y+cpZhrfRR49rfpVLb092XBjApicLmYJ0rVaDZT/KQLzT6d40aMFHfy1An0sD32lrEpG7LJ4+37KhGA0uffASs0OxTLKS8eWnVTi5nRX4BEX64Jpf5dAVmMrCNux8+QzT487o7eTtvD3Z2TiAjU8WwiIpSNdoNVh+TwY1hR0ZtuKjv5xAbxvLe+qqBExZIZZBfPbcKdRLGmsDQEJWCJb/SPTny99SjYIvalneEd645uFcyruqqA07/s3y9vDS45pf5dCV0a6mQWx8ooAppNdoNVj6g4nUXNU8bMVHfy2galIBU1YmYOpKkffnL5xC3WmWd3xGMFbcKxoXH/+sGie2srwDw72x7uFcunJUXdyO7S+eZnl76rD2oVy6MtrdMoiP/1bIFNJrNMDSH2SQ1VIQFebHfy1AdwvLO3d5PKZJVnS/DXALh6+Gy/92YWcVcPJN+euNBWLzZ6uZGEe6YqCFlebv/7NcgWYbYS0L8v8lT7AAIuu3OlV3ZVvlCRZAEg+hGXN3LbEncEXTSaB0i3Nsi7JdwkCrC++/sAkWQBSA0n0+/m95giV81uL8bNk2eYIFAMXviM2Yu+uAglfkMc3FwNlPnWNb5b5lADDYDnwpua164K9sgqXE+8RL8gSL8nZ+tnyHPMECgJL3xWbMvReA4y/JY1pKRNsKu81pe+Hyu2OoAzgqSY4PPCFvSm63EANTyvsVeYIFEBsPs/OzlbvkCRZAVuNaiE1I62Ar3i19VxZS1l2GL6pJE2q7w47ni55nEiwA6B7pxutnX6fPXzz1IpNgAYDVbsXzReK+fVj2oSzBAoAXS17EkHOf6891KTYarixoo+q1wd4RlOyR739n4yAqjhNpvsPuQP6Watl0mwYtjBVCwRe1MsWf3e7Asc3V9PnZQ42yBAsgdgSCQutCabeiAqvqZDttajzUZ8YpBd5dTYMoc9pWOBzOsV14jwxaUbSD5e2q+LML++zEucNNsgQLAE5ur6MX3Qvnu2QJFkCaaAvqteF+M4p318tiuptdeVfJmgiPDFllVggWF8Wfw04+K+XtmmABwMkddRgZIqrpxvJuWYIFkCbLgm3F8IBZltACQHfLEM5/KX7P5m+ulvE2D1tRKEkqC7fXypSKDpf5Lj3aLEuwAKBoRx1Mg4R3U2WPLMECSGPvpsoeAOQcPanAu6d1iLEJOabE22RD4Y5aCe86mVLR4QAz3+e/bJYlWACxTVFraM7x3cDln2Q1noRiq3cAaCwk//fUkwu8uxiArKxcNKZAOWaogyROAHDhhApZh7itxkJiMaAEYYzeBrkfkxIPNU6N0hgVTsNdok2EKm+IvJuK1HkL4/VdUE5ER8vpwihiTD0kwXbdptq2moqIFYW7mL4m4k6vhNHwHk2MqRforGDHdbOts51nYVPhfbqD+J61D7WjaVAhgZbEAEBJR4lqjLCgLY2XYsAygJpecp60uvg6SSHIydvr+qm9giymhnx+qN+smBhJt0PilWXw7fX9sDutENRiLCYbupqJTURLjRvezs+TbarwdnIyDVgUEyMZ71rl8ToaBqh3lyrvESlv5RjpGO0N/bBb3fMeGbIqJkauPNTG62wchNVphdCqMpdWsx2dTg8stX2TvtdxQZwLtZiRYatigjFa3l1NgzTZVTsHrBY79cBqrb44784LAzJ/NzGGjGE2WdHdrGxRIuWtNk/dLUM0+WpR4WSz2NFxgXtgfZdx+SdZrq1MlN7zCWH72ql93rWdi2KMyng6D7HeJiBWOUb6+dHEeIcoqxRHy0laCK42ntZAbj+62470vdHEeIcoqxRdP6+2LelxUIvR6kVVpL/KcZN+fjQx3mOUVYqun1flPYp90+hEQYTa+Sb5fKSPsqoKAG2HE2AMgLdembf082rbivCJoGo31xY7AnQaHW1U7avSQBkALYZ3G+N8z+itV1T7ke14Sh4r/+36BHhQ1ZhrLZAAjQbwddY3qTV+lnKSFsW7ws/Jw8NLr6j2k26HxCuP5+3vQYvKVcfTgNZlueXtHMNdjPCewVOnqJojMUZZvCu8/Ay0Dk71+Erm291cCu+pzZF0DIOHVtWegOWtPJ6nr4H2fVQdTyPOpdtzwMnJR+WclPLWe+hUrRNGc34bffTUAmI05wDHdxOXf5IVN4PUA7nCK4hYKQCkCHvSDfIYjY6o2wRM/5HyGNPuER9PvVvZSynzOtEbKfNa1sdKQESmWCMVO5XUX7nCM5D0AgRIvzxpQ+Wvylv6+tS71HkLRfsZ69gGygLCM8TC9phcIGaKAu8AIOtG8tjoq2xhoNE6m1QL/H6szHuahLdUNSlFxjqx+D1jHan3ckVYulgjFT2ZFMe7whggzrGHj7KthEZLiuG/Eu87lXlPXCtafUxcSwriXRE6nvSoBJAWnIac8BxZiK/BF1cmXwkA8NR74prUa2QxGmhwU5p4/kgfS3Fz2s308XXjrpP1RASAxXGLEepN5jglN5xp6CsgKMKb1kiFxPgielygLMbgqWMsBaQtQSTEkZknafy7UPkHQmae+PrEudGyHn0AkJgdRi9CSTlhTENfAQFhXrRgOTjKFzHj5R5nBqOO2gXo9FqmETTDW9KwWMqP5S3GqPKeFEovrEnZoYoX4oBQL8RnEN5BET6ITZd/5+iNOtEKQafFxLnKib2Ua5Ya7wUxNBmfOEcuPACAhMwQavWROEmZt3+IJ63tCgwXzxmGt4eWWmBodVpkzFP+0TIa3hnzY2jxd/qcKKbRtoD4jBBaA5iYFaqY1PgFe9KG34Fh3nTuGd4GLSbMcfLWkh6TSsiSnt9ueFPLjNlRil5hcRODaS0dx3cTl3+SBRALh/ErRePOmKmkWF2q+Fv2BElMhJWKMUnELiEmV4zJWQ8s/qN4wfYJJXYJU+4UY6JzgGvfJAo7gGxvyt3A8r+LMV5BZHzhoq7RAuNWADd95ML7A6Kco7ynALd+yir+lv6FJHkGH5H3uteAsdPEmMm3EFsJ4YLtHQIseowkhAKisomthOAVpfciirgVUt6BwK1biMKQ8l5OeEtNWq5/j/hgCbyjc4FbPmGVc4v/RJIOyjsRuOY1UUAAkEbeS/8mrqR5BwMLfy8WtANAZBbhHZIq4X0HsYgQ4OlP5nvsTJF36lJSQM/wfhdIv1JMNqNzCG8/iefR4sdJU2wPp3IrKJ4UoUtVn1nXkfNJ4O01Bsj7LWlKLSAig4wnKEr1nuT8WvWsGGP0A27bIiphNVrSS/HmjWIPSADPzH8GS+KXQK8hvCcGT8S/rvgXXVkCgJ/m/BS3pd9GV7SifaPxt7l/w5QIMSFekbgC/zft/xDqRY5ToDEQ9026D7emi75fKUEp2JC3gXpzGXVGrE1Zi0dnPkpjDEbSfy8qJZDQ1pAv+1UPTKIXBYAU7ibnhtHXwuL8sOr+Scwv7xlXJiL7irF0Rcs/xBNX3J6O2PHi325Kbjjm3TiOJkhGHz2mrkpA9mLR6mRMlA+W/ziDFhPr9FqkzYxE3q3jRd4epN8hTf40wNgJwVj9E5b3krsnImVKOLROA8vQsX5YdX8Wc+GdtjoR2YvH0hUtv2BPLFqfzqj5knPCCG/nyo7RW48pK+JpIT5AkqMV92YyvMfPjMTC20RFr96D9N+LHhck8k4fQ3hLmm0vuWsCUqeKvENifbHqviymkfbU1YmYvCRO5D3GEwvXpzFqvsTsUCy4eTxNkIzeeuSuiEfO0ngaExjujZX3ZlJ7CJ1ei/EzIhirD72BnCc0adWQ3pWrf5LNNAlffNcEpE5jea+8L4tp7DxlZQJylsbRgnLfMUbk3ZpGBQQAUZcuuMWF9/J4TFku4R3mjRX3ZVHeWr0G46ZH4AoJb51Bi9U/nUR4a5y804Kw5qeTmIT4ijsmYNy0CGotEhxDeAeEiknPlOXxyF0eT1cQfYOMWHDLeCRkid+V8ZkhyLs1jfL28NIjZ2kcIyAICCVWI4IXmlavQeq0cMaihOO7ie+HulCAqZcUXbvaEkhhGSZNnn3DoOjuBpCC86FOctF3leULcDhI/0FPf8CgcmsMAAY7iZWC4AavyLuPFHy72hJ8Zd5WUhvmjjdAlIZGP8DDzS+gy5X3UBextHDHe6SfWHm45W0idV++4d8Z3oOWQZisJgR7qZ/fI7YR9Jv7McZzDLQqXQ6sdiu6Td0INAbK7Buk6BjugI/BR9EwVYBpwAKN1r1LttlkhdVsp42TFTlZbBgZssLbz0NVcm63OzDcb4anj0Fx9UfAYO8IPDz1ioaplPegBRrNd4v3UJ8ZBqPuorwB9w7eo+Fts9hhGrJ8v3l7G1Qd7gXeeg8t4311qXl7+XkwCf2l4n0pwdWFXw3frySLg4ODg4OD45KBX7+/Gr4ftws5ODg4ODg4OL5j4EkWBwcHBwcHB8clAE+yODg4ODg4ODguAXiSxcHBwcHBwcFxCcCTLA4ODg4ODg6OSwCeZHFwcHBwcHBwXALwJIuDg4ODg4OD4xKAJ1kcHBwcHBwcHJcAPMni4ODg4ODg4LgE4EkWBwcHBwcHB8clwH+l+ZHQyaevr++/MTwHBwcHBwfHfwDhuv1f6Mh3WeK/kmT19/cDAGJjY/8bw3NwcHBwcHB8DfT39yMgQL2hPQfBf6VBtN1uR1NTE/z8/KDRKHck5+Dg4ODg4PhuweFwoL+/H1FRUdBqecXRxfBfSbI4ODg4ODg4OL7v4GkoBwcHBwcHB8clAE+yODg4ODg4ODguAXiSxcHBwcHBwcFxCcCTLA4OjkuK9evX48orrxx1fG1tLTQaDYqLiy8ZJw4ODo5vAzzJ4uDg+Eaglhw9++yzeP3117/Wth944AHk5OTAaDRi0qRJX2tbHBwcHN8W/is+WRwcHP87+Ka8dO644w7k5+ejpKTkG9keBwcHx6UGX8ni4Pgfwscff4yMjAx4eXkhODgYixYtwuDgIL2l99hjjyE0NBT+/v645557YDab6We3b9+O2bNnIzAwEMHBwVi5ciWqqqro+wkJCQCA7OxsaDQazJ8/H4D8duHFtqOEDRs24N5770ViYuI3NxkcHBwclxg8yeLg+B9Bc3MzbrjhBtxxxx0oLS3F/v37cfXVV9P2GHv27KGvv/fee9i0aRMee+wx+vnBwUH87Gc/Q0FBAfbs2QOtVourrroKdrsdAHD8+HEAwO7du9Hc3IxNmzYp8rjYdjg4ODi+L+C3Czk4/kfQ3NwMq9WKq6++GnFxcQCAjIwM+r6HhwdeffVVeHt7Y8KECfjDH/6AX/7yl3j88ceh1Wqxdu1aZnuvvvoqQkNDce7cOUycOBGhoaEAgODgYERERKjyuNh2ODg4OL4v4CtZHBz/I8jKysLChQuRkZGBdevW4aWXXkJ3dzfzvre3N30+Y8YMDAwMoKGhAQBQUVGBG264AYmJifD390d8fDwAoL6+/ivx+Ka2w8HBwfFdB0+yODj+R6DT6bBr1y5s27YN6enpeO655zBu3DjU1NSM6vOrVq1CV1cXXnrpJeTn5yM/Px8AmLqtb3M7HBwcHN918NuFHBz/Q9BoNJg1axZmzZqF3/3ud4iLi8Mnn3wCADh16hSGh4fh5eUFADh27Bh8fX0RGxuLzs5OlJWV4aWXXsKcOXMAAIcPH2a27eHhAQCw2Wyq449mOxwcHBzfF/Aki4PjfwT5+fnYs2cPFi9ejLCwMOTn56O9vR1paWkoKSmB2WzGnXfeiUceeQS1tbX4/e9/j/vuuw9arRZBQUEIDg7Gv//9b0RGRqK+vh4PP/wws/2wsDB4eXlh+/btiImJgaenp8y+YTTbUUJlZSUGBgbQ0tKC4eFh6sWVnp5OkzsODg6O7xr47UIOjv8R+Pv74+DBg1i+fDlSU1PxyCOP4KmnnsKyZcsAAAsXLkRKSgrmzp2L6667DqtXr8ajjz4KANBqtXj//fdRWFiIiRMn4sEHH8STTz7JbF+v12PDhg148cUXERUVhTVr1sg4jGY7SrjrrruQnZ2NF198EeXl5cjOzkZ2djaampq+/sRwcHBwXCJoHIJ+m4OD438W69evR09PDz799NP/NhUODg6O7w34ShYHBwcHBwcHxyUAT7I4ODg4ODg4OC4B+O1CDg4ODg4ODo5LAL6SxcHBwcHBwcFxCcCTLA4ODg4ODg6OSwCeZHFwcHBwcHBwXALwJIuDg4ODg4OD4xKAJ1kcHBwcHBwcHJcAPMni4ODg4ODg4LgE4EkWBwcHBwcHB8clAE+yODg4ODg4ODguAXiSxcHBwcHBwcFxCfD/AWI9mXbInvcVAAAAAElFTkSuQmCC",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"for ad in ad_embs:\n",
" utls.plot_basis(ad, 'spatial', 'mclust', s=100)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "e9b04f7e",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python (spamosaic)",
"language": "python",
"name": "spamosaic-env"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.13"
}
},
"nbformat": 4,
"nbformat_minor": 5
}