{ "cells": [ { "cell_type": "markdown", "id": "2a29d3d3", "metadata": {}, "source": [ "# Full pyTrance tutorial on a U2OS MERFISH dataset" ] }, { "cell_type": "markdown", "id": "60aeef54", "metadata": {}, "source": [ "Before running the tutorial, make sure you downloaded the u2os_merfish.h5ad file from https://doi.org/10.6084/m9.figshare.c.6564043." ] }, { "cell_type": "code", "execution_count": null, "id": "18aa6e86", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import scanpy as sc\n", "from anndata import AnnData\n", "import pandas as pd\n", "\n", "from sklearn.preprocessing import OneHotEncoder, LabelEncoder\n", "\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "\n", "import pytrance as pt\n", "\n", "RANDOM_SEED = 808" ] }, { "cell_type": "markdown", "id": "35e7ad85", "metadata": {}, "source": [ "Parameter choices always depend on the dataset: \n", "In general, we recommend to set a threshold for minimum gene and cell counts to remove lowly expressed genes and low quality cells. In this dataset all genes are highly expressed (compared to other datasets) and cells have high counts, so we don't set a threshold for either. When analyzing your own data you can infer thresholds for example from gene or cell count histogram plots.\n", "\n", "When using a radius-based graph construction, the radius should be chosen depending on the average cell size and spatial scale of interest. When using a nearest neighbor-based construction the number of neighbors should be based on transcript density.\n", "\n", "For faster processing we only use a small subset of the data here.\n" ] }, { "cell_type": "code", "execution_count": 2, "id": "aa7bba17", "metadata": {}, "outputs": [], "source": [ "# raw data params\n", "batches = [0, 1, 2] # list of batches or 'all'\n", "min_gene_counts = 0\n", "min_cell_counts = 0\n", "\n", "# data prep params\n", "radius = 50\n", "n_neighbors = 0\n", "n_jobs = 10\n", "edges = 'connectivity'\n", "include_self = True\n", "\n", "cell_key = 'cell'\n", "gene_key = 'gene'\n", "x_key = 'x'\n", "y_key = 'y'\n", "z_key = None" ] }, { "cell_type": "markdown", "id": "3c442e0f", "metadata": {}, "source": [ "### 1. prepare data for training and analysis" ] }, { "cell_type": "markdown", "id": "ec2e0011", "metadata": {}, "source": [ "The data has to be in anndata format with observations corresponding to single transcripts." ] }, { "cell_type": "code", "execution_count": 3, "id": "0225956d", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/lstreng/miniforge3/envs/pytrance/lib/python3.12/functools.py:912: ImplicitModificationWarning: Transforming to str index.\n", " return dispatch(args[0].__class__)(*args, **kw)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "AnnData object with n_obs × n_vars = 664116 × 135\n", " obs: 'x', 'y', 'gene', 'cell', 'nucleus', 'batch', 'cell_encoded', 'id'\n", " obsm: 'spatial'\n", "median transcripts per cell: 13935.5\n", "mean transcripts per cell: 13835.75\n" ] } ], "source": [ "adata_cellular = sc.read_h5ad('data/u2os_merfish.h5ad')\n", "\n", "# subset and filter data\n", "if type(batches) is str:\n", " batch_list_str = adata_cellular.obs['batch'].unique()\n", " batch_list_int = [int(b) for b in batch_list_str]\n", "else:\n", " batch_list_int = batches\n", " batch_list_str = [str(b) for b in batches]\n", " \n", "adata_cellular_filtered = adata_cellular[adata_cellular.obs['batch'].isin(batch_list_str)].copy()\n", "adata_cellular_filtered.uns['points'] = adata_cellular_filtered.uns['points'][adata_cellular_filtered.uns['points']['batch'].isin(batch_list_int)].copy()\n", "\n", "# make one hot encoded matrix for transcripts\n", "genes_one_hot = OneHotEncoder().fit(np.sort(adata_cellular_filtered.uns['points'][gene_key].unique()).reshape(-1, 1)).transform(adata_cellular_filtered.uns['points'][gene_key].values.reshape(-1, 1))\n", "\n", "# create anndata object from dataframe\n", "adata_cellular_filtered.uns['points'].index = adata_cellular_filtered.uns['points'].index.astype(str) # avoid warning\n", "adata = AnnData(genes_one_hot,\n", " obs = adata_cellular_filtered.uns['points'])\n", "adata.obsm['spatial'] = np.stack((adata.obs[x_key].values, adata.obs[y_key].values), axis=1)\n", "adata.var.index = np.sort(adata.obs[gene_key].unique())\n", "\n", "del genes_one_hot\n", "\n", "# filter by gene count\n", "genes_to_keep = adata.var_names[np.asarray(adata.X.sum(axis=0))[0] > min_gene_counts]\n", "adata = adata[adata.obs[gene_key].isin(genes_to_keep), genes_to_keep].copy()\n", "#filter by cell counts\n", "cell_counts = adata.obs[cell_key].value_counts()\n", "cells_to_keep = cell_counts.index[(cell_counts > max(min_cell_counts, n_neighbors))]\n", "adata = adata[adata.obs[cell_key].isin(cells_to_keep)].copy()\n", "adata.obs = adata.obs.reset_index(drop=True)\n", "\n", "le = LabelEncoder()\n", "le.fit(adata.obs[cell_key].values)\n", "adata.obs['cell_encoded'] = le.transform(adata.obs[cell_key].values) # add integer cell IDs\n", "\n", "adata.obs['id'] = np.arange(adata.n_obs)\n", "\n", "print(adata)\n", "print('median transcripts per cell:', np.median(adata.obs.groupby(cell_key, observed=True).count().iloc[:, 0].values))\n", "print('mean transcripts per cell:', np.mean(adata.obs.groupby(cell_key, observed=True).count().iloc[:, 0].values))" ] }, { "cell_type": "code", "execution_count": 4, "id": "d5ea803c", "metadata": {}, "outputs": [], "source": [ "# load cell and nucleus boundaries\n", "# helper function from https://gis.stackexchange.com/questions/359962/shapely-wkt-loads-skip-bad-geometries\n", "from shapely import wkt\n", "def wkt_loads(x):\n", " try:\n", " return wkt.loads(x)\n", " except Exception:\n", " return None\n", "\n", "boundary_coords = [np.array(wkt_loads(cs).boundary.coords) for cs in adata_cellular.obs.cell_shape]\n", "cell_boundaries = pd.DataFrame({'x': [bc[:, 0] for bc in boundary_coords], 'y': [bc[:, 1] for bc in boundary_coords]}, index=adata_cellular.obs_names)\n", "\n", "boundary_coords = [np.array(wkt_loads(ns).boundary.coords) if ns != 'None' else np.array([[None, None]]) for ns in adata_cellular.obs.nucleus_shape]\n", "nucleus_boundaries = pd.DataFrame({'x': [bc[:, 0] for bc in boundary_coords], 'y': [bc[:, 1] for bc in boundary_coords]}, index=adata_cellular.obs_names)" ] }, { "cell_type": "markdown", "id": "d624b7cd", "metadata": {}, "source": [ "### 2. create model and training data" ] }, { "cell_type": "code", "execution_count": 5, "id": "13cd52d7", "metadata": {}, "outputs": [], "source": [ "from pytrance.models.DGI.models import DGI\n", "from torch.optim import Adam\n", "from torch_geometric.loader import DataLoader" ] }, { "cell_type": "code", "execution_count": 6, "id": "ca2628f6", "metadata": {}, "outputs": [], "source": [ "# model params\n", "hid_units = [16]\n", "\n", "# train params\n", "epochs = 10\n", "batch_size = 1\n", "patience = 20\n", "lr = 0.001\n", "l2_coef = 0.0\n", "drop_prob = 0.0\n", "device = 'cuda'\n", "minibatching = True" ] }, { "cell_type": "code", "execution_count": 7, "id": "29cd1e30", "metadata": {}, "outputs": [], "source": [ "ft_size = adata.n_vars\n", "\n", "# create model and load to GPU\n", "model = DGI(ft_size, hid_units)\n", "optimiser = Adam(model.parameters(), lr=lr, weight_decay=l2_coef)\n", "\n", "if device == 'cuda':\n", " model.cuda()" ] }, { "cell_type": "code", "execution_count": 8, "id": "08de3d26", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_3205694/3924042032.py:14: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", " cell_indices = adata.obs.groupby(cell_key).indices\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "preparing data loader ... \n", "setting up torch data set ...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 48/48 [00:13<00:00, 3.62it/s]\n" ] } ], "source": [ "# set up torch data loader\n", "print('preparing data loader ... ')\n", "graph_kwargs = {\n", " 'radius': radius,\n", " 'n_neighbors': n_neighbors,\n", " 'x_key': x_key,\n", " 'y_key': y_key,\n", " 'z_key': None,\n", " 'mode': edges,\n", " 'n_jobs': n_jobs,\n", " 'include_self': include_self\n", " }\n", "\n", "cell_indices = adata.obs.groupby(cell_key).indices\n", "data = pt.data.CellData(adata, cell_indices, graph_kwargs, seed=RANDOM_SEED)\n", "train_loader = DataLoader(data, batch_size=batch_size)" ] }, { "cell_type": "markdown", "id": "9db251d0", "metadata": {}, "source": [ "### 3. train model" ] }, { "cell_type": "code", "execution_count": 9, "id": "b58c2d2e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Save results to: /data/rajewsky/home/lstreng/pyTrance/docs/tutorials/\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " \r" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch: 0\ttrain loss: 0.645209661215564\tpassed time: 136.0s\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " \r" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch: 1\ttrain loss: 0.5521971072673877\tpassed time: 138.0s\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " \r" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch: 2\ttrain loss: 0.48031415530981314\tpassed time: 135.0s\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " \r" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch: 3\ttrain loss: 0.4180034554236979\tpassed time: 134.0s\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " \r" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch: 4\ttrain loss: 0.3670976556702395\tpassed time: 135.0s\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " \r" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch: 5\ttrain loss: 0.3258195470078575\tpassed time: 135.0s\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " \r" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch: 6\ttrain loss: 0.2935908392158737\tpassed time: 134.0s\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " \r" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch: 7\ttrain loss: 0.2681542533616321\tpassed time: 134.0s\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " \r" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch: 8\ttrain loss: 0.2478434284421159\tpassed time: 135.0s\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " \r" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch: 9\ttrain loss: 0.23078944892299624\tpassed time: 133.0s\n", "saving embeddings ... \n" ] } ], "source": [ "# train GNN\n", "embeds_shape = (adata.n_obs, hid_units[-1])\n", "pt.gnn.train(model,\n", " train_loader,\n", " optimiser,\n", " device,\n", " embeds_shape,\n", " epochs,\n", " save_steps=None)\n", "\n", "embeds = pt.gnn.compute_embeddings(model, train_loader, embeds_shape)" ] }, { "cell_type": "markdown", "id": "4a28df34", "metadata": {}, "source": [ "### 4. aggregate and cluster embeddings" ] }, { "cell_type": "code", "execution_count": 10, "id": "65f294ec", "metadata": {}, "outputs": [], "source": [ "# load pre-computed embeddings\n", "#embeds = np.load('embeds.npz')['a']" ] }, { "cell_type": "code", "execution_count": 11, "id": "0cc0fc61", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 135/135 [00:00<00:00, 1663.04it/s]\n" ] } ], "source": [ "# aggregate transcript embeddings per gene\n", "embeds_aggregated = pt.tl.aggregate_transcript_embeddings(embeds, adata)\n", "\n", "# PCA on gene embeddings\n", "embeds_pca, pca_model = pt.tl.embedding_pca(embeds_aggregated, seed=RANDOM_SEED)" ] }, { "cell_type": "markdown", "id": "8bb10acb", "metadata": {}, "source": [ "If you know the number of subcellular patterns to expect in your data, a clustering algorithm that allows to set the number of clusters manually (e.g., k-means) is probably the easiest approach to use. However, we made the experience that a manually fine tuned leiden clustering can lead to even better results, so it might be worth exploring both. " ] }, { "cell_type": "code", "execution_count": 12, "id": "be6f885e", "metadata": {}, "outputs": [], "source": [ "# kmeans clustering\n", "pt.tl.cluster_gene_embeddings(\n", " embeds = embeds_aggregated,\n", " n_clusters = 5,\n", " adata = adata,\n", " algo = 'kmeans',\n", " return_labels = False,\n", " seed = RANDOM_SEED)" ] }, { "cell_type": "code", "execution_count": 13, "id": "e2dcd20b", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pt.pl.embedding_pca(adata, embeds_pca, key='kmeans', pca_model=pca_model, palette='tab10')" ] }, { "cell_type": "markdown", "id": "d749ebcf", "metadata": {}, "source": [ "For leiden fine tuning, we recommend to start with the default resolution and iteratively refine it by first exploring the localization patterns visually (step 5). If multiple clusters show the same pattern you might want to decrease the resolution for a more coarse clustering. Additionally, you can look for subclusters in the embedding heatmap (step 7), which indicates that the initial clustering is too coarse. \n", "In our experience, clusters often correspond to cell compartments in which the RNAs co-localize, such as nucleus, nuclear edge, cytoplasm, cell edge. Therefore, aiming for 4-6 clusters is usually a good starting point." ] }, { "cell_type": "code", "execution_count": 14, "id": "449d76c4", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/lstreng/miniforge3/envs/pytrance/lib/python3.12/functools.py:912: ImplicitModificationWarning: Transforming to str index.\n", " return dispatch(args[0].__class__)(*args, **kw)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "detected 9 clusters\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# leiden clustering, default resolution (too granular)\n", "pt.tl.cluster_gene_embeddings_leiden(\n", " embeds = embeds_aggregated,\n", " n_neighbors = 10,\n", " adata = adata,\n", " return_labels = False,\n", " key_added='leiden_default',\n", " seed = RANDOM_SEED)\n", "\n", "pt.pl.embedding_pca(adata, embeds_pca, key='leiden_default', pca_model=pca_model, palette='tab10')" ] }, { "cell_type": "code", "execution_count": 15, "id": "04395f3c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "detected 5 clusters\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/lstreng/miniforge3/envs/pytrance/lib/python3.12/functools.py:912: ImplicitModificationWarning: Transforming to str index.\n", " return dispatch(args[0].__class__)(*args, **kw)\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# leiden clustering, fine tuned\n", "pt.tl.cluster_gene_embeddings_leiden(\n", " embeds = embeds_aggregated,\n", " resolution = 0.5,\n", " n_neighbors = 10,\n", " adata = adata,\n", " return_labels = False,\n", " key_added='leiden_ft',\n", " seed = RANDOM_SEED)\n", "\n", "pt.pl.embedding_pca(adata, embeds_pca, key='leiden_ft', pca_model=pca_model, palette='tab10')" ] }, { "cell_type": "markdown", "id": "8ddda015", "metadata": {}, "source": [ "### 5. explore clusters visually" ] }, { "cell_type": "code", "execution_count": 16, "id": "1cdcdaf9", "metadata": {}, "outputs": [], "source": [ "cluster = 2\n", "clustering_algo = 'leiden_ft'\n", "gene_set = adata.var_names[adata.var[clustering_algo] == cluster]\n", "\n", "# sample random cells\n", "n_cells = 4\n", "rng = np.random.default_rng(RANDOM_SEED)\n", "random_cells = rng.choice(adata.obs[cell_key].unique().tolist(), n_cells)" ] }, { "cell_type": "code", "execution_count": 17, "id": "66d5c4b6", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot distribution of single transcripts\n", "pt.pl.cells_in_grid(1,\n", " 4,\n", " adata,\n", " genes=gene_set,\n", " cell_list=random_cells,\n", " cell_boundaries=cell_boundaries,\n", " nucleus_boundaries=nucleus_boundaries,\n", " hue='gene set',\n", " plot_type='scatter',\n", " )\n", " \n", "# plot transcript density of gene set\n", "pt.pl.cells_in_grid(1,\n", " 4,\n", " adata,\n", " genes=gene_set,\n", " cell_list=random_cells,\n", " cell_boundaries=cell_boundaries,\n", " nucleus_boundaries=nucleus_boundaries,\n", " hue='gene set',\n", " plot_type='histogram_relative',\n", " )" ] }, { "cell_type": "markdown", "id": "589959b1", "metadata": {}, "source": [ "### 6. compute CLQ scores" ] }, { "cell_type": "code", "execution_count": 18, "id": "6c140d01", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Computing CLQs for gene set:\n", "['AGO3', 'ARL10', 'BUB3', 'FZD5', 'MALAT1', 'MCF2L', 'NKTR', 'POLQ', 'RAD51D', 'RNF152', 'RP4-671O14.6', 'SKP1', 'SLC5A3', 'SOD2', 'SRRM2', 'STARD9', 'TMOD2', 'TSPAN3', 'UMPS', 'XKR5', 'YIPF4', 'ZBTB43']\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "cells: 100%|██████████| 3/3 [00:07<00:00, 2.57s/it]\n", "cells: 100%|██████████| 9/9 [00:11<00:00, 1.31s/it]\n", "cells: 100%|██████████| 9/9 [00:13<00:00, 1.49s/it]\n", "cells: 100%|██████████| 9/9 [00:31<00:00, 3.50s/it]\n", "cells: 100%|██████████| 9/9 [00:34<00:00, 3.81s/it]\n", "cells: 100%|██████████| 9/9 [00:37<00:00, 4.15s/it]\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "gene_set = adata.var[adata.var[clustering_algo] == cluster].index.tolist()\n", "\n", "print(f'Computing CLQs for gene set:\\n{gene_set}')\n", "clqs, clqs_adjusted, clqs_permuted = pt.cell_score.clq(adata,\n", " genes=gene_set,\n", " graph=None,\n", " n_neighbors=n_neighbors,\n", " radius=radius,\n", " n_permutations=100,\n", " seed=RANDOM_SEED, \n", " use_obs=True,\n", " n_processes=5,\n", " z_key=None\n", " )\n", "\n", "plt.hist(clqs_adjusted.values(), bins=15)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "e579b983", "metadata": {}, "source": [ "### 7. subclustering" ] }, { "cell_type": "code", "execution_count": 19, "id": "10b492e2", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "corr_pd_cluster = embeds_aggregated.loc[adata.var[clustering_algo] == cluster].T.corr()\n", "\n", "clustermap = sns.clustermap(corr_pd_cluster, method='ward', figsize=(8, 8), cmap='Reds')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "b5e01e05", "metadata": {}, "source": [ "The subclusters can be visually inferred from the heatmap above. To determine the `distance_threshold` that produces the desired subclusters it's easiest to run the subclustering once with default parameters and take the threshold from the y-axis of the resulting plot. Alternatively you can also define a number of subclusters using the `n_subclusters` parameter. \n", "Here, the subcluster on the right could potentially be split even further." ] }, { "cell_type": "code", "execution_count": 27, "id": "4a76959d", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "{0: ['MALAT1', 'SKP1', 'SLC5A3', 'SOD2', 'TSPAN3'],\n", " 1: ['AGO3',\n", " 'ARL10',\n", " 'BUB3',\n", " 'FZD5',\n", " 'MCF2L',\n", " 'NKTR',\n", " 'POLQ',\n", " 'RAD51D',\n", " 'RNF152',\n", " 'RP4-671O14.6',\n", " 'SRRM2',\n", " 'STARD9',\n", " 'TMOD2',\n", " 'UMPS',\n", " 'XKR5',\n", " 'YIPF4',\n", " 'ZBTB43']}" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gene_set = adata.var[adata.var[clustering_algo] == cluster].index.tolist()\n", "gene_names_ordered = [label.get_text() for label in clustermap.ax_heatmap.get_xmajorticklabels()]\n", "\n", "cluster_gene_sets_subset = pt.tl.subcluster(corr_pd_cluster.to_numpy(),\n", " genes=gene_set,\n", " distance_threshold=0.4,\n", " plot_tree=True,\n", " gene_names_ordered=gene_names_ordered)\n", "cluster_gene_sets_subset" ] }, { "cell_type": "markdown", "id": "7ebb1803", "metadata": {}, "source": [ "Subcluster with strong nuclear localization:" ] }, { "cell_type": "code", "execution_count": 28, "id": "e5512f21", "metadata": {}, "outputs": [], "source": [ "subcluster = 0\n", "gene_subset = cluster_gene_sets_subset[subcluster]\n", "\n", "# sample random cells\n", "n_cells = 4\n", "rng = np.random.default_rng(RANDOM_SEED)\n", "random_cells = rng.choice(adata.obs[cell_key].unique().tolist(), n_cells)" ] }, { "cell_type": "code", "execution_count": 29, "id": "39e2c335", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot distribution of single transcripts\n", "pt.pl.cells_in_grid(1,\n", " 4,\n", " adata,\n", " genes=gene_subset,\n", " cell_list=random_cells,\n", " cell_boundaries=cell_boundaries,\n", " nucleus_boundaries=nucleus_boundaries,\n", " hue='gene set',\n", " plot_type='scatter',\n", " )\n", "\n", "# plot transcript density of gene set\n", "pt.pl.cells_in_grid(1,\n", " 4,\n", " adata,\n", " genes=gene_subset,\n", " cell_list=random_cells,\n", " cell_boundaries=cell_boundaries,\n", " nucleus_boundaries=nucleus_boundaries,\n", " hue='gene set',\n", " plot_type='histogram_relative',\n", " )" ] }, { "cell_type": "code", "execution_count": 30, "id": "1a96c759", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Computing CLQs for gene set:\n", "['MALAT1', 'SKP1', 'SLC5A3', 'SOD2', 'TSPAN3']\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "cells: 100%|██████████| 3/3 [00:03<00:00, 1.09s/it]\n", "cells: 100%|██████████| 9/9 [00:04<00:00, 1.88it/s]\n", "cells: 100%|██████████| 9/9 [00:05<00:00, 1.62it/s]\n", "cells: 100%|██████████| 9/9 [00:11<00:00, 1.32s/it]\n", "cells: 100%|██████████| 9/9 [00:14<00:00, 1.61s/it]\n", "cells: 100%|██████████| 9/9 [00:14<00:00, 1.67s/it]\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# compute CLQs for each cluster for random cells\n", "gene_subset = cluster_gene_sets_subset[subcluster]\n", "\n", "print(f'Computing CLQs for gene set:\\n{gene_subset}')\n", "clqs, clqs_adjusted, clqs_permuted = pt.cell_score.clq(adata,\n", " genes=gene_subset,\n", " graph=None,\n", " n_neighbors=n_neighbors,\n", " radius=radius,\n", " n_permutations=100,\n", " seed=RANDOM_SEED, \n", " use_obs=True,\n", " n_processes=5,\n", " z_key=None\n", " )\n", "\n", "plt.hist(clqs_adjusted.values(), bins=30)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "5cf40990", "metadata": {}, "source": [ "Subcluster with weaker nuclear localization:" ] }, { "cell_type": "code", "execution_count": 31, "id": "fff03876", "metadata": {}, "outputs": [], "source": [ "subcluster = 1\n", "gene_subset = cluster_gene_sets_subset[subcluster]\n", "\n", "# sample random cells\n", "n_cells = 4\n", "rng = np.random.default_rng(RANDOM_SEED)\n", "random_cells = rng.choice(adata.obs[cell_key].unique().tolist(), n_cells)" ] }, { "cell_type": "code", "execution_count": 32, "id": "67d7bf80", "metadata": {}, "outputs": [ { "data": { "image/png": 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sWCGDZCI0JipxiUlvUdFE/L2Rrepf8TQ0NMhjixb5WQTashnYOp77IiKi09fpVJlTLGItLCyUC12jw2HiZzE+EF0OBFbmJCIiohNFERajKyIiIqLjPQhRKORK+MjKdRH6mjBhAs455xz87ne/k20kf/azn+E73/kOLrnkEnkCSFQMEyvno6t8CWeffTbOP/98PPbYY3IVv1jJLraPcLlc8vFeffXVuJXLBlcOEyeJROBMTN6KyRwxXBKPEREKh7G+uQcWTyDuczNrlFhUXQStSolulxfrW3qTvhbTi82oy+9rmxnN7Q/i3SNdSIdOqcAFdcXDrkSyobkbXe5Ain0AF40bCN212j3Y2m5Neh+jRonza0vkiTBWYSMiojOZCJLU1NTICazRDIgQEREREZ0qmpubZShMjJUTVeYU5+SWLVuGHTt2pKzMKc493X///TJMJjzxxBPyXKIINtfV1cVcl2llzpdfflkGxUWHgnjVMh9//HHcfvvt+NjHPiZDbKtWrZJB8R/84Af47ne/m/K1yGRfRERERJli5TAiIiI6KWg0GvzrX//CLbfcIlfaqVQqWSFMhLlGO8suqpOJy2AiGJaTk4OlS5di7dq1o3oMp7slS5bIk2IMiBER0ZmOn4VERERERKdfZc4vf/nL8vzm//t//0+2mRYLQ8TC16997WtZ3xcRERFRplg5jIiIiE6KymHRROUun8+HkpISWUlMrCD8zW9+g3fffRcXXnghLBaLXDkYIVbPff3rX8edd96J73//+/IEzPbt22NOroiy7Vu3bo3bVnIwcSJKnFgSxyFCaqI8PY2cxWpDfm4OX0oiIjojRY8vxGQWERERERERERER0fHAymFERER00oms+Dtw4AA2b97cX0JdlI0XK/DeeecdfPSjH5XX7du3D42NjVi0aJH8WXwV5do7OjpQWloqr3vrrbfkJOy0adNGdFzt7e2yPeU7hzvh8AVxsrqgtgg5Ok1G9/n3/ra0thuXp8fMsr5g3qsH2+EPJa/q5nW78Lkls/q2P9SB5RPUqMoxZHRsRERERERERERERERERDQ8DIcRERHRceNwOHDw4MGYil6iwpdoIzlmzBhZGl5UCxPf79y5U5ZdF5XFLrnkkv7QmGg7edddd8n7iMDXV77yFRkIW7hwodxGbCtCYKLU+o9+9CO0tbXh3nvvxe233x63dWQmRDBMXApyPQi4fDhZtfiAeYWmjO6jP1aqP5WC3L7XQBhXVogjVndG+9nQ0ouLxqqRq80svEZEREREREREREREREREmWM4jIiIiI4bUQXs/PPP7/9ZhLyEz3zmM3jiiSfQ2toqrxMVuioqKnDTTTfhvvvui3mMn/3sZ1AqlbJymNfrxaWXXorHH3+8/3bRBvLll1/GbbfdJkNjIsgkHv+hhx7K2vMYk2tA50kcDnP5R6+qWalJ3//9xAITGq1uJK8dNtSKI924akKZbC1KRERERERERERERERERKNHEQ6HM53PIyIiIjqt2Ww2WaXMarXKsJnZbO6vfCbCZsFQGCuautHr8eNkNCZXjwUVBUm36XZ5sanVCm8wCI1SCbNGha4Uz0cJ4LrJFTHXNdvd2NjSmzAg5nG5cMO8CfL7p7ceHFKhTDzmjJJcqJRAq8MLkReryzWiImcghCY4fAG0Ob0QQ9cCvQbFxpFVgSMiIjqR4wtR/ZSIiIiIiIiIiIjoeGDlMCIiIqIMqZQKLK0uxNY2K1ocnhP++k3e/3OMP/xn6HzdCEOBUP4E4NwfAhOvH7KtPxjEqwc7EF1bLBgMwRMMpdyPSasacl1VjgGXjtOiodcpw102XyCjYxd73dFpi7lOPI5WqcCymiIYNCpsaeuV10XL1aqxoCIf+Xq2pyQiIjpThEIhtLS0ICcnhxVIiYgohlhIZLfbUVlZKauNExERERER0QCGw4iIiIiGQatSYmFVAZz+gGwxua3NmnF7xUzoVUrkaNXodMe2s1y08UZUdLzT/7MCYSh79wMvfQSYdydw/k/7b2t1uLGuuXfYx2D3BWHx+GXlrmhGjQrTS3IxvQT4175WZIMvFMY7R7rkvsQ+BxMhtNVHu3F+bTFMGg5piYiIzgQiGFZTU3OiD4OIiE5iTU1NqK6uPtGHQUREREREdFLhTBoRERFRmpxOZ9zrS9SAOeyDDZpRq2JhUCuHBMNqjj4fEwwbYuvPgCmfAirOwsEeB3Z02kd8HK0Oz5BwWDS1QoFAgq7lXrcr8/0luYuo2bajKYRZZXn91xmNRlYSISIiOk2JimGRiX+25qSTyUsH2lJuc9X40lOzmtHLnwIaXk2+zZX/B4y74ngdEVHC9s0iQBz5rKDMsUInERFFsCInEdHph+EwIiIiojSVlZUlvX3KvLPwyNMvZj2cJB7N4Y9uBNlnbONTqe+84i6EPr4iK8EwIRQOIxAKy68apWLIcz2nMg9rElQn+9ySWRhtS5YswapVqxgQIyIiOg1Fxh0iGMZw2Okz6eRyZb6A4GRy1OqCUjm0/fpg2ztsOKuqCKecxjf7/iBJZtMPYJz9CY7B6aQwWgu2zgSs0ElERIOxIicR0emD4TAiIiKiJEQlKhE4WrNmTcrXae/WTfC63dAbjVl7TcVp7TKTDm1Ob+wN4RCKejalfoDOndiVpWCY0ObwYH9PXwU1rVKBunwjphblQKXsOwFfZjag3ORCm7OvypnOYJChOfHaHA/ifRITjCaT6bjsj4iIiIiGHwxbunQp1q5dy5fwlLcLS/66jIs0iE5xrNBJdHwEQiEoFQp5ITpZsSInEdHph+EwIiIiohSrjkUlqmQVDUS7yUhVsWw3ihENGocEw/qO7NglfgvHwYGubLH5BiqY+UJhGRRrtLpx8dgSaFR9z35xdREO9Diwu8uOIBSympoIzY0GnUqBy8aXxbwHRERERHTyE+NrBsNOH1ykQXTqY4VOotGrhhoMhVFvceKwzQWXP9S3GNSsxfh8M4qN2phFqqyASCcT/j4SEZ0+GA4jIiIiSuOP4HQrURnVCgSOxyuqUKCzaDFKu1cn365sPsKjvBDREwxhRVM3Lqor6b9uYqEZEwpM6PH4ZRvKtUd70oixZW5yoYlVwoiIiIhOce3t7afsmO5QjwO7uhwpt8vVqXB+7cB4+ZTxxwmAsy3hzaJgcNmDx/WIiIiITttqqKJ7gVikykAOERERZRvDYURERERZ5AiEoR9Y8DeqDo29JWk4TISxFOf/DGNgwJ5jrSDTMS7fgKN2L3zBvpWMOVo1bL7kkTebNwCrx4e8qCcvTmQVGfp+Pn9MEd5t7Eam9CqlDJ/FY9KoMKHAnPFjEhEREdHJRQTDTtVw2EyjEQdd8cer0ZbWFsGUwR8KosJIl8srx/RiTB2p0nvcnf8w8NYXEt+uEMeV+vkTERGdrrJZDZWVOImIiGi0MBxGREREdIpqLb8UeyZ+HVMP/HzIbSGFGspz7gFKZmEqkHY4rC7PgDll+ZhdGoY/FIZaqcC6oz2w+VLft8HqxpwEE175Bi0uriuWFcZ8wfRriIlgmEapQCgUxkBDS6DcpMPcsjzo1CdokoyIiIiIJH8oBCUUUClHuVztSUosiJhUYMR+S+JWUrlaNfLTDIaFwmGsaepGp9sfc71aAVxSVwy9VoPjatbnga6dwLZfDr1NoQauehb47keP7zERERGd5NVQO50ebG2zwpPmObAxegWWTRs/6sdHREREZy6Gw4iIiIhOYXsmfxsdJcsx7vBfUdD7AUJKNboLzkLJ/M/CPP7i/u3G5xlxyJp4wkoQ83lTi3L6J7m0qswm+PwJKnxF5Og0uGpCOXo9Prx7JP0qYiKkNrHAhGKjFqEwUKBXw6jhMJaIiIjouFj3A2DdA0C4r5Js0FyFQ+c9h92oi6kXVWrUYlKhGaUm3Rn3xswozYOY+z3UO3S8XaDXYFlNYdptqV470AZvnHnkQBh4taELs4pNmFCUi+Pqgl8As78MrLgL6NwJKFXA+KuBpT8E/KPRPJ6IiOjUJIJhH1g8aBN9l3UG6NO8nzXoHeUjIyIiojMdZ9WIiIiITnHdhefIi2BUK2W7xQ/cfoT2tULU1RKVt7wiVZWEiIHlaVVY39yDQoMWM0py+6s/VOTo0e5KXTrMpE1vaCmqJlSZdWh2pH/iq9HmxszS4zwJRkRERHSm+4UJCMQGnlSOZkx8eTG65/4WrVXX9l/f4fKhw9Ujq7uOzTfiTDO7LA8TC804YnXB7gtAp1KiJtcgx9bp2tftiBsMi7ajywmjTotKc7rTzVlSNBn4yCtDr/en376eiIjodFff40BbGu2mB3P4Burl93r8OEW7bRMREdFJjOEwIiIioizyupNX59IZDLIqV7ZNKTSiyKjD2qMWuAIDJ6HEd6mCYYLYwuLtOxFl8QZk1YNykwaLq4tRl2fE0T3vYPruB5Fr3ye3seVMxo6p98NSdFb/Y9TmGdI+3nOqCrGtrVe2okyHNxhCMBROq12R0zmyCSqj0Tgq7xERERHRKeX3Y4cEwyLESGnhttvwauFCeA1lMbdta7fKFuAGjQpnGqNGhanFfZV4h2NPtyOt7Xa0W49/OIyIiIhS+rDLAa0x85B8dPfJFY3dmB5QyOA5ERERUbYwHEZERESURZ9bMivp7VPmnYVHnn4x7fCRqDggglGp7OtxAT0uGfLKljanH//a14rZux/Asvrfy0nAiKLerThv3bU4OPZW7Jz+ACYUmGDKsNXj3PJ8zCnLwzuHu2Dz9bUpSkSlUMi2l+koK4udoMzUkiVLsGrVKgbEiIiI6Iwl2hu6ug6n3O6sdy/H2+evHnL9tqb2lBOaIw30n47SHcuLxSA9bl9GVcmOBy7SICKiM0WHw4NNbb3wBsPwRy0UzbxmWHxi0aYInYuqpERERETZwHAYERER0QiJSlMiULRmzZqU2+7dugletxv6BKsIizrXYPr+x2DwtMOvzsGhuptxpPaGlI+bzVBYtPze7Rg3KBgWIa6b0PB76MddhOpJHxvW44uQ3OQiMza19ibdzqBWJg1rHXEGZfBOvL4jJd5Hl8sFE2v4ExER0RkaDFs6bzLWbk9n6zYxIhz9g6IhPGksIDneuEiDiIjOhHHSfw60IxAOx636lU07O+2yUqhJy6lcIiIiGjmOKIiIiIhGSISWRKWpI50WrG22JGw3maqq2Hmrr0BB7/aYINb8nd/CjL3/g7fOWwGfrui4v1e1Tc/GDYZFiNtqtj8EzPmvYe+jzeFJuY3DH4TDF4A5zgkxhz+AvRanrMgmgneJTCgwYnpJbsLbj3ZZMKWupu8xfQEwG0ZERERnIhGSX7v9wHHbn1hkIRZbUGbE4olTbaFMKlykQUREJ21FVZdLfn3pQHvcc37ZFP14b+5rxPm1JdColDGfvel2JCAiIiKKYDiMiIiIKAvESZm60kLoDEasa4kfEIu2tKpArgC0HmunuHDjZ1HYG788g87fg4tWnIdXL9l53N+r8s73Um/Us3fYj2/1+tFkTx0OExptbkwrzhly/bomS/97kKgim9DsBWbp9NCrVTHXdzi92Nzai167t/860eqyzhnE/Ip82dqTiIiI6EzUfj9gStG58P3FL8KaNyPubWPzDJiVor3kqTrB6fQF4A6EoFcr4y5gyFQolH4lMKNahQJ9ei0lvYEgut1+aJQKFBu1WX+tIwtlxKT5SNpRjrTqGBER0ahVVF26FGvXrj1uL3CqxaUilC0+e0/F8RMRERGdOAyHEREREWVRRY4eF9YVY1eHDe0uX9xtzhtThFKzHpoeh/xZEXSjouPtpI+r93Wjrv5PaBp/y6iVq49HEeoLryU3/ANqtCau9DWYxx+Me73dn84x9h3la4c6sLCqABVmvbxub5cdu7v73ofB2pxerGnqwXm1RVDyhBsRERGdgUQwzKRLfHtAqYevbA70yvhBJTtUp12r7g6HF5vbLPBEDcrF1Oz4fANmluYNe6K2zTWwUCEVsa90wmurj3bD6Q/FVv3NNWBBRT6ySTzn0+19JiIi6q+ommYwbMq8s6AzpP6MHpOjR+OghZLifuL+e7duSnl/VtokIiKi4WA4jIiIiCjL8nQaLKkpgj8YQofLg3aHD17NwORRnl4jv5abdOhy+zG28e9QIHWlgGkHf4HD4245ru9Xb94MGD0tyTcylQ/78b3B9CskhEcQQht4DGBdswWLqwrk94mCYRG9Xj+a7R45iUZERER0pkk1+jo47osIJwiGCemP9E4NTVYXNrVZ475OB3vdOGx1Y3F1IYqNSRJ1CQQyWAEyNn8giBUMheWYWq1UQHus4q0Ihr3R0Bn3OEU1XrsvgHMq8+ENhmFUK6EbVFn3RLJ6/DjitsvnlaNToybHAJWSlVGIiOjEEBU4I/68ZofsGJCICHhFQuLiv/E+2eeV5coFiIPDYeJ+jzz9IrzuoYsoTRolLhpbykqbRERENCIMhxERERGNEo1Kiaoco7w4nX2BsGgTC83Y1eWA1j90gikeZciP46254ipUtr+ZfKMF3+ovtW/1BhAIhWHWqoa0b4xHtOFJl0k79DUUlMOYeBRtJHN18R9vMDGBxnAYERERnYlCFUsR7lktJzgHays5H3sm3ZX0/kWG9Fofnoxc/iB2dljl+FajUmBuaW7cYFi0QBhY2dQjg1dVOZktLihLVqJtELVKCU8giB0dNrmQITL5bNKoMLMkBzs67Envb/H48Xp9X3hMvLcVZh2mF+fKMNaJ9n5jd0yr+J0dNswrz8v49SQiIsqGQxZn//ciGBb9GSVofL1QhIPwaQtFwktep1UqcOWEMjRaXTI4Ls5ZVZh0GFdgkkFuEYDeHGdMIQJigx9fKDRqWaGTiIiIRuzE/8VPREREdIYSJ31mlZjR3LU4re3tprFZP4aJ+Xoc6I1drRitqfpjGNv4FIp7Nsa9vbHyI3DVfQ76Xhf29TjgPNb6UZwOq8zRY2ZJLoyaxCGx2lwj9vcMnGhLJtHjzCrNwfYUE2CD+UJhdLnjt/1MtkqUiIiI6Eyi+vjr6LU3Qv/cudD5LQgpdbDmTMGB8bejpfxSQJE86D+x4ORpNSgWMkTGqiJElaj9o9hudWM3Oj1RCzP8wLuNPWnva1NLL0om6PoreaVDVO9KVGUkWr5OA3cgiLcbOuEPxW4tnt/6ll5kQjxCi8OLTlcXlo8pSnsBxfEinuPGll4srVGiZBgV2YiIiEaixT60kpcwee//w+T6X0Md6msLHYIKjVXXY+vsn2JaWYEcZ9Tmm+RlMFERU4S5d3amdy6rLi9xtTIiIiKidDEcRkRERHScOZ0DYagKnRL+uiXoWZsH3bEKYkZt/2LDmEmbVec8lfG+zBoVzq8rhtpjwZr9H6JTU4mweuDElAiGqRRApVmHZrs3bgWulYtfxNR9P0Zl6yswuw7L67oKF+LQ2FvQVnYx0DW0NaM4XlHFoMftw/IxxQmDXaI6QW2uAUds8U+2RagUCrnKMp5xBWZZHSGbbYu8btfAD0ptzHsmGI3GhBOKRERERCeKCDa5XFHjmGGIHvfsaO9Fhz8f4Ut2yOBSJpH5yYUm5B9rp34ihcJhuRihodcJd6BvxCjGpuPzjZhQYBoyplt3tCc2GDacfR6rPiseP8IfCqHF7pEtIA1qFSrN+iHtEpdVF2Ll0eQhtCXVBdjY2jskGDZS4vFEJbKlNUU43rpcvvjj8Cjbm/xYXF3EcTgRER1X8bo+L195KYpsO2OuUyKIuubnUdP8T6iu/Q+Qf2XSxxXdBEQb6Hpr8vNhJUYtqnL0wzt4IiIioigMhxEREREdZ2VlZUlvX1IHrLp9ICAmzkN1FC1FSJSoz5CmYzPU73wZsB3B0mOPZTdPwpbZ/w+Wgvn9J7qa7F5cM7FM3i6qEEQmziL2TP6WvGRKPM6ebjvml+cn3Ea0iXH4A+h2J56EG19glG0649nTZctqMEz43JJZSW9fsmQJVq1axYAYERERnVTBsKVLl2Lt2rVZe8wGqydue6NkxMKD2aW5qItTKeNEvCYbWixodfRV9YhpGdlply0j55fn9Y/pRICrLSqoNBKidWPEvm6HvATCAzPMGqUC00tyMC7qdSo26bC4Mh9r41T/Eq/rhbXF8o+Eziwd42AdLh8cvgDMWvUJq8rCcTgRER2vMYIIctf3utDr8UMpFiWadTLYXRjVFntwFrv28JNDgmHRVOLM2r+vAsTCzCv+Bky8PuG2c8rzMb7AhA0tvbD5ArGPIyqP5RlkRX5xbEREREQjlX5tcyIiIiIaNlFpSgSK0rHmMCDme8T5pzAUOFL1MaxZ9I+M91lg2YKlGz4Bhe2IrPQgiK+5jv04b821KOpaE7P9SwfasfJIF2aX5mFRRT6MaiUGFTMYlqM2D3zBxHUmxGTcuTVFGJcff+JRXD+9OCfubY1WF/Z0p9eWMhWdwYAp885Ka9s1a9aMuCoHERERUTaJsUk2g2FiXCTGR5nQqZS4ZmL5SREME5rsniHBsGhiUrjdOXD7vu7MWpUnExlH7+924MMue0wwLFKpa3u7DUesrpiJ6kThtGKjDnqNGnbvyKqapSLCYcebSqfnOJyIiI4b8XkrqnBuabPKMLf4hA6Gwzhq92BFYzeajlW3397WC9+gdNicXd9LbycBJ/DSR4A9/yd/tHsD2NVpw+bWXnzYae//vM3RaXDR2BJ8ZHIFrppQhiXVhfJyxfhSzCnLG1JllIiIiGi4WDmMiIiI6DgQAShRaSpZoEi08IlUFds5+dvwl85FZ+ny4e0wHMaC7V+DJuCIfzwIYcrBX2NNcWxgzeoLYn2LBQa1Egsq8mVrSLGKciTECbaXD3ZArQBmiOoIBeahx6NQyJNekwrNaLS5ZMUxvUqJMbkGmJJULtjW1teKMxvEMTzy9IvwuoeW9NcpgPPGliDo9aSs/EZERER0orW3t8NkGl5Aa3VjJ7o9QRkMy6SNtthSjOfSuU8wFIb92KRork49ahUxGtIYxzZYXSg397VrymZFrgqTHoFQCHt74o/HI3Z32eWYV7xu+3ocCcfeIsS2ta0XkwpHN3inUR7/tcRmnSbhODzC73Hjs4tnHtfjIiKi05P4rBXnuyJBscGfP2vqXVhSU4jdrT0x7Y6LutdDlVGTbSD81hexteByHBnUPlJ85ovFkKLaamTs1Obw4ECPE65AEBqFAjX5RozLM8KgUY3g2RIRERH1YTiMiIiI6DgRJ3vSnaSrH3drxi18opV0rUKOsz7pNqVdK2FyNsBpGjvkNhHOWnvUIk+SZUsgDGzvsMsTYufXlcTdxqhRYUpRbJWweotTVlQIIYwSgw5Ti3Nki0lxbJmdkkvvPUr0uq9oc2KqmSfkiIiI6OQnxpzDDYc5lTboMxyG5unUstJrJGSViMXtw/rmHrhFX/NjxAKCiYVmTC4yZz0kZvelrrJl8w5UyjKqVbBg5JWzzFqVbE0lKpAEBvejijPuFqG0IoMWBy3Jw2zi8aYVm2UQL3uj9AEGtQqFBg2Ot7o8I/Z2O5L+/VObl/x3i4iIKF2RILY4r/S9/74W+7ZtTut+YxufzvhFVvjt8O39F1BxedzjEOe3qs06vHekG6Go20Q9M9GS+mCPA0uri1BkHGh1SURERDQcbCtJREREdBIal5dZC5/B8m0fptxGgTDybHuSVvyKPjGVLRZvALs7U1f8snh8eHFfK7Z32OR9rN4gDva68J+D7TjYbU850ZaOAss2TDz4G9QdfhIIpa4Usa0je62GiIiIiE51oprFhbXFuLCuJGUwbHenDe81dscEwyILCPZ0O7CxpTerCxMEtSL1qU91VLsmUcV2pEwaFRZXFcpFB95geqNpsV232wdfGtu3OXyoNOtSbqdRKjClyBTz/LSq5OG7yUWmlJXfxHtk8/rR6fTC489OC0qxQGRqUeLXXlQ1njxoAQkREdFw+IOh/uqlomJYusEw0W67yrl1WPsssmxKeJsIf70zKBgWTQyb1jR3y2qkRERERCPBymFEREREJ6EZpbnobLHDP8z5saAqvZX1QWXqiaXRsK/HhWkleQlv9weDctVkIju6HLKywXAVda3FOVu/BJ2vS1ZeEObs+i5ayy/DhgV/HPbjEhEREZ1JcvVq5OlTV5rqcHqwt8eZdJsWhweNNjdq84ZfPXewyhw9DlqS77cqp2/cHAqHsT/FMSYjxpR5WpVskSgqgenVqrTHq2I7X5qTvmIBxzlVhXhpfxsCScJ0EwtNsiLvtOLcgfuGwrI1ZdOxVlrRxhcYMS7flDQUJkJ84vWMXqRh1qgwtzwPJcaR/V0hqgOL12x/jwNOf7D/NRXvz4ySXIR9Q4+ZiIgoU4lC0H9eswM6Q+IxiGi3rXtt/LBecJ+2IOFtgzLzcQVCkBX1y7Wj04abiIiIzgwMhxERERGdpCerFlYXYlVTz7Du31l2AcK7+iZUEvFp8tBVvAgnQqpzX5vbUlcW29JuG9a+Cyybce76j0MxaF2mEiFUtb2K5auvwoqlLw/rsYmIiIhOdfk6NXqjWi0mU25Kb0HChmZLWttta7OiOscAVVS1q5EQgafDVlfCirM6lVK2NBR2ddrR7Eg/gFQi2y+KWrxhWNx+2e681xeUF9H+8cMuO86uyJf7SFZBTKtUQK9WwpBmg4dcXd/p3MsnlOK9w11wHAtSRROv3v5uB+zeAGaX5UGr6nts8bqeVVmAyV4/OrY+BdPBv6OoZz2UIT+8uhLsmHkvyuZ9FmWmoUGvDS0WtDi8Q64X+xd/s1Tn6OVrWWLUpqw+lsjYfCPq8gywegMyyGbSqmRgTHCmLvJLRESUkqioKVo5i4qd0UQwLFl7Y5OjHupQ5kHlMBQ4WHfziN8ZMbYoLxpZlwEiIiI6szEcRkRERHQScjqdMJlM8LhccVcrxptwmVZklqGrIoMGJcZyKDbVArYjCfdRX3czgqrklRnEXrLb3GfAG/UdWFJdCLN26JC0Lc7E02DhgBPFzoPwKA1wmCaIRF1a+12w/WtDgmHRCnu3oqh7PbqLFiZ9nA6LFaUYGaPROOzJMyIiIqLRcG5NIV462JFyOxEGEu0A05FuNVwxQtvbZcf00oFqV4PZvX7ZgtJ2rCWUUa3E3LI8lMZpa2nSqGWLRxFsGhzQEoGsRVWFMnwkWkw19A4ddyeSr9NgcXURvMEg3j7cJYNhg4kWketbLLJd4s7OxK3JfaEw3mzoRKVJi1KjFh2uxCkoccziWEWFtUK9BpeMK0WH04smmxttTm//cwwfa9cpKoSJy1nleaiJqsimfu1GjD/0bMxCErX7KGZu/BK8276L5hv3o6qgqP+2VocnbjBs8KS1uBhUClnZrNCgxXCIsXF+GtXoiIiIhmtigWlIOCyaRgH52R6dLdf5h7d4s7X0IoTUI29bnSjoTkRERJQuhsOIiIiITkJlZWUJb5sy7yw88vSLQ0JF1bkGOTm0pbUX7mAYqnNex3nrr0eefe+Qxzhc8wnsnvSNlMcxmuEw0S7mrYZOlJt00GtUcuVmlVkvKxok26c64MDUfT9G7dF/QOvvqzDmMI7FwXFfQH3dZ5PuU+vpgNnZkPI5T9/3Q6xc/GLS7cbVVGGklixZglWrVjEgRkRERGkRrf1ccRYPRBYXZINapcKC8ryklVyLDRrMK8+TAagP2q0yOCTaHYpxVKFBgzmlucjTDy8cdNjmThgO29pqwWFbbNUOZyCE1c0WFOlVWF47NLpfbNTisnGlOGp3o8vtk8coWiCKdoXKY+PpDlff8acrT6eWY9ZDXYmrkgniNhHYEhXEdnba4BZ9oRJocfpkOCxZpTFPIBTzvuRq1VhSUwh9iupkm9qsKDJqYdSogW2/hvHQs3G3E6+G3t+DoqcmI3RHZ//rs709dVXfCPF3yIrGblxYV4xcXeqQl3iNGnqdOGRxwhUIyZPVtflGTCgwwaBW4oDF2TeBH9VWMhu/61ykQUR05hJtp6cVm7G10RU3GCYC1oM/3d36SlkFLPkZqwFiq+6CBVh/9l+zcsx5aXymEhERESXDcBgRERHRSUJMUIiw0Jo1a5Jut3frJnjd7iHl7je1WGCJagEU1OXhneXvorhrLSbU/w46Xzd682bh8JhPwZo3M61jSjzFlB3iZFmrs68KgajWsFOlxDmVBQm3VwVcWLr+Eyjs3RZzvdnVgDm7vguzsx47pj+U8P65jv1JW21GGNwtca8XVdtEOE+8B9kg3msxwSuqxBERERGlCoYtXboUa9euHfUXaoxsD6jDplYLutz+/uvztCpMK8mR7SRFGOnN+k4EokJVciLU7cc7R7qxsDIflTkGtB8b66UrUcjpSK9zSDAsWrcniA/aejG7PH/IbSLIVZtnlJd4Mi3GISppCS1ptKEU284oycW2tt6U24qqYYurC9AiKn7ZPP2BOyHeIYrqaW/Wd6R1/KLa2nm1xfBv/jlSTS+Lvxu69r6CkqlXIRAKJQ21xSMOZ1+3Q7awTMYfCuHt+g4ZKIsQf80c6nXJSzSPy5PWQpp0cZEGEdGZbUpRDnKian8WGtQYV5KDI1YX7L6hNUHdhko4TOOQ4zyU9HFdxjGwG+uwe/LdsBTMzdrxTi/OQSgqKE1ERESUKYbDiIiIiE4SohKYqCIVXQ1id6ddrpYXvG4XPrdkVtz7ivYt0cGwaF3Fi+XlVCAmA9cc7YZJrZRVIAYbf/hPQ4Jh0SY0/BGNVR9Db37816lvpWdfVYRk/OrchO+RqNomwnkRagUwLt+IycU5/dUVUhHVDrIxqUVERERnDjFGTCcYJkIvYtFBJhy+gAyCWTx940nRLHJsgQlLqotksCqeVU09McGweGGkaybpsaPDltGxJBpNbW1P/TiHrG7MKsvLuCqrqASWCf+xNFY61cZEZSyXP5h2a80ulw/zyvMxu7Sv6tgHHVa0JmnpGJWrSsri6Qv5qWzJq+gK4tXTrfwG/qWcn9bCinhEO8t5oXDC3x9hdWN3TDAsGS7SICKibFZcFTTBgdaSy2qKYTAYsCtJK+gPJ9+Nc7bemvizse4ytF3wPLZnOPZJRVQ7NWhUcCbuhElERESUEsNhRERERCcRMZEVXUXqLJMJbf62/gmoRHzpzgqdAsRTSXSibeyRp1Lef2zjU9iW/6OY6+aX52JHux1O8zj4NAXQ+S1JH+PQ2JuTvkeDq7Y1egFXjwfLaorYIpKIiIhGXXt7e8LKo+m2yxMTpm1OLw72ONEp2vZFEfUyDlqcslrXZeNLoVGJuNgApz8Auy/+woQIEfMXwaZU2w2WkyCole5ot8ftQ5FRl9E+RftD0cIw3QpZuceOMVergSfgTfnYkUpj6fAfG9eLUJVRqUJbkmBYJiKvX7rtsNTH2reP5K8MURlMpYz93Ynw+gMJF7eks0ijJlcvQ3SZ4iINIqLTnwi97+9x4NNXXoI9GVR+7/EkT1+1VF6FjeHfYO7O70AbGAiRhRUqhCZ/Aqorn0ZtKIx9PY6Mq24mohRjI60ansDQamZEREREmWA4jIiIiOgkd9m4Urx9uBPxppRE1SoxKbKxNXWbmlOJI85JNEXIB5O7KeV9zY6DMT+XGrWozTPJS7PVJVd6zt31nYQBNK+2CEfG3JDxMYuWS002t2zD5A+G8GGnTbbMFPN7uVo1JhWZUGbUMTxGREREIyaCYSNpSy0CVBtaLCknLkW1K1Eh7IK6kphQ2Vv1nWntp2sYJS6mFpmHXBcMpT/B2u32odCgjRlzuQNBHLW5ZSUuo0aFmhwDNCox3TpgZklu2mPqumPtKUX12A5X8vCW2EZUDkuXSauKea2ztQSk/9VQ6YBg6rCaV1s84n1qB73G0XYkqcySziKNzkDf/wdERESDK3Cube6Bw+FMOxgWqbq6sr4j5bbNVdfLS2n72yjq3S7PIdXX3gC9WocLA0Ho1CpcUFsiq+L3DgpBqxSKtKqORhMjoL3dDjT0ujCnILPwOxEREVE0hsOIiIiITnJi4ury8WU43Knpv67YoMGUijyUGfXY0nbqBcPUAQdqjv5TtogMKTVoL7kALeWXAIr4lQWEMNQIKVRQhpNPrgXUsROKEwoHJo12dztgr7sJBm87phz4eUzlBPGdW1+Bd5e+NuznJdomiRN3W9v6Ki1EdLl96Drqk++baM9EREREdCKraaxs6kaKwrT9xMSmqFbR6eqrMiZ+TndaM9P2jmPzjKjKMQy5Pt3W3cKuLgfqrW5MKjTJx9vZacchizPmmHd22DG9OEeOE0UAS4zhGqyJ205FKzZo+8NhFWYdanINcoFAPGNyDagw62VgLV3iPqNBVNoSFGd9C1j/cNJtxWu1fcajI9pfuUkX930Tr4UI64mA4kgFQiGolYkDaEREdGYJhcPY2GKRLZ2j/XnNDugMkWC3ATNL82JuF8Gwo1ZnRtW+OsoukpcITyiMzS0WLBlTDJ1aKYP1YszVaHMjFAqj1KTDAYsT7c7hVQQVAfeNLT3Dui8RERGRwHAYERER0SmiJKo9zpKaImj1eqxo7IYtw1Y9J1p5+9s4a9vt0ESV4B/b+DQcxrFYe/aTcJjHx7+jUgm3vjJl9bDmyqv7v59dmotyU99EWDAUhv1Y1YY9k7+FfeNvw/R9P0K+dSeCKiMOjL0VnaXLR/TcfKHwkGDY4OpiIsw3PU+L0SIqU9T39p1wFOdDC/QaWbFCVNAgIiIi2tZmTTsYFvF6fUfG9xFq8wxyItSTYrK1UK/BxEJT3GBYJGQmYkbhDMZD29tt2NVhQyDOnUTVjh2dNojCVkftHnS6UgeVxBKGMrMOlWa9bKsp2kWK41pQnifHW/UWJxzHxppmjQrjC0xyDCYUGbRpta2szdFDrx5YLJGqKll0NeF4zzNCvHYLKgr6fljyELD5/wGBxGE4l6EKlqKzMBJzymIn3lsdbmxp7YUvO122pF0ddkwqMstqcERERM12DzzBoR80Ihg2UHlSIX9WKwcCzG0ONza1Z17RcrB2t18G6iOf5WatGtOKc/pvF60uR8Kd7MOeiIiIKAWGw4iIiIhOUYd6XadcMCzP9iHO2fIFqEJDJ7rMrgYs2fApvL38fQTVfSftBts19Xs4e+uXEraEFJW/vOOuxyRzX6UIk3ZguCsqFEQLqc3YOf2hlMeco1HB6Q/KimDZICYgxxtHZwJLBMLWN1ti2hTYj61UnVZsxpSigZOSREREdOYRVbI6h1GxaTjBMDHnOrHQDI1Sia3ticPzY/MMMgS1oUVUw+2riFtl1skwkypq4laE/rd32DI6hlRzqB922eETPcDTIEaSLQ6vvAhFBo0MQOXpNJhQYML4fGNfCE4BOLx+dHv82NfjRIlBg52dtpTBMPF48yuPBbgAbGqxoMmeuv2jIPYvonN7e4YGvlQK4NKxpbFXfsUOPF6MsNcSM64Wr4TDWIu3zl+DkRKBwoWV+ajMMaDJ7sKmlsS/A8NVb3XJy6KqAlmhjYiIzmw9ntRjHL9YOOgLyGB3xLrm7FXkt3r80Jvjn/PJ12vQkUYgnYiIiGg0MBxGREREdApyOp3Y1+GExx9/kklnMCRt4yMmBr3u+O1vMpVqX9EmHPpd3GBYhMl9FDXN/8Lh2k/Hvb258hrsdtRj2v4fx7SElFR6GK57DudUVEHUloieTJQ3D/o5GbXfjqrmf0PvbUdhyXhYJtyAvT1OZMuBHnvMe5kNYnXq+w1dMcGwaFsbXdAGfChLMHEm2ihk2vqJiIiITi3ZaOWXrimFfa2+6/KNKHnlCmg7NiCsUGPr1IfRUvcJqBQKFOnVaLAOHZM2O7xoPtCGayaUQS3Ke4k2UAUmHOhxwJlBy6dU0g2GxdPt9mNlYzfOG1OMHJ1ajqPEOGxDswVWb/oLOMToa2FlHipyBhZHNNtcaQfDhP0WJ5ZWF2FCYQ72dFjR7Q3Ise+UwhxZ7WywkEKB1s+0IHR0NUrX3QmNuw12XQU2zP41HLkTkS3rW3pxVkUYm1qzHwyLtq7ZgkvHlsQsDCEiojOPMuFSwliKqHNjH7T1pl2ZNB3eUOJxiqgoeqAnttU1ERER0fHCv5iJiIiITkFlZWVJb58y7yw88vSLccM+4uTX9/77Wuzbtjkrx5JsX4NVtb2SepvWlxOGw4R9k76OhrobMXvPI6hy7YRSqUF40sfRMOkrqLd6YDvQLrcrMWplFQVRRaDb5U2v0kQ4hMUb/htlXSsHTikeAMrXfhmeqQ/j8PhbkA0dbn/a7+XxsmTJEqxatYoBMSIiohNEjNFcrsSt/rIRKD+e3YhEmAvPXwoceROirlXEObvuBHbdCdcnP8AbjpKkj/HKoXZcO6mi/2d/kgnXE0FUH9nTbcfZlQXwBoJY0dgFb4aBM7G1d9DTyjRMJSq7rWrqjpls1iiAZrtbtlwU4bWIozY3PuiwwSvabimnA0vehIjf1eXp4bCmDqSdU56HErNOtmx/rb4z5fajHQyL2NFhxaLqoozuM9L/p7i4gojo5FJq0sl21sno1Urk6dRotruwYRSqWhbptQlvM2rUsurotiQVVYmIiIhGC8NhRERERKcIMfkgAjxr1qRu87J36yZZGUxvHNqeUVyfrWBYqn3FCIegDqauVqYOOlFu0qHb7ZMTbvFoTKXIu/ZvUOo0ciJ1Y2svmjsdMdt0unzyYlAp4RaTX2m44P3zke88MOR6ERSbu+c++FQGtNT9N0ZKp9On/V4eL+JYxIS0yRQ9fUtERETHgxjPLF26FGvXrs36Y7c7PdjT7YDbH5TVuo4X7es3ymDYYJEjMD4zG4pL9yOs6aswFo/IWVndPuQZtLB5/fLnk02z3QNfMIT3j3RmHAyLqLc4UZc3MJYeTgRu8J79YeCwzS0vc0pzZVivxeGR4+bBxP7EIgvx3iR7BiJEVnXsOC3+k6stVpsz8+MZ6SINLq4gIjq5lBq1yNWqYfMlruA5Pt8k20qORjBMMKWoYjk234gcrRoHLA60HmtVrTz2+XsSDnOIiIjoNMJwGBEREdEpQlTmEpWdIhUldnbYUN8bW13C63bhc0tmpf2Yf16zA2NL8rGgoiCmYpSoBBAKh6FWKvqvf/NQO9xRE16Z7gsKJWzmCch1HEy6mUZjwKKqAtnm54jVhTanV7ZMVCoVyNOqUZVjQIVZ139c4jUQk3KJpBsMy+3dgbw4wbD+w5eVLr6JF2o/Jd4MjISYrIt+L6MnBnd2DrScHGxWSQ7Giioccaxu6pbtjVK5ZmJZzHstKiacLNXLiIiIzlRiTJBuMEwEUsSigVTEWG5FYzcsntTjg3hSBYWSEUF/7P17ysc/a/tXsfGsPyfdbk1zD5QKBVxZbCeZTeI1Wt3YCecIyrLZfcGsHtNgooJurk6D3UnGmUI4xfuuUynwr32tUCsU0KhOrnbk4phF5TbxuyJ+/2rzjNAea0k63AU3qXBxBRHRyVNxVVQXFSH4WflarGt2yHNWg43JNWBSoQn/OdhXcT7bJuSnHp8JxUYtio2F/c9DnKPZ2torA93Zqn7J6pZEREQ0GMNhRERERKcQccIoUtlpVrUeXcFOGaIaLp3BiJ6QGtssXiytLkzaUvD8SdV490g3RqJhzI2Yvfv+pNvkzv+iDF/p1ApMKjLLSyItdo9si5MNCzfdPNBKMgFx+9S9/4M9U787on2JimjR72UkkFffbE9aga3BHcK0KqOc9BqsqigIZ0/yk4NFBg3M5sSvJxEREZ147e3tSSt5pjvZt6mld1jBsFytCrNKc1Fq0uPdw53o9SauvpHIVHt6QbfKjrdTbuMJnvy1NHp9IwuuHY+c1Z4ue9JKKhHila4y69Dj8cMfDEOp6BsDe0Ph/oUigXAYgePZo/QYtd+OfOtO+beCJW82gurYcXNkoYSoHry324HFVYUoMmqTLrgZDi6uICI6tSquVuXoMK2yECVGnbxvIEGV+pHq9frR7vSiTITk0xQZ000vzckoHJZqkR+rWxIREdFgDIcRERERnaKMGhWWVhdhU6tlxNUGxATK7i4HppfkJNwmX6/F8upCrG62IBge3om0htqbUNn2Okp61sXfoHQ+MO3TaT2WmOzc0GJBthi96a0cHX/4iYThMJ1STJxlvm9xcnJXpy3l6ypCZWKid0ZJTkyrAnF/0Toh5bHns2UkERHRyU4Ew0ba5jkQCqHZkbiyaiK1uQbMLsvDtjYLVh8d3jiryqxHwb630tpWEc48eJYNepUS3mAoK5EzlQj5j/AxKsz6mJ8j1bvGHfwdJjb8AQoE0FG0FPXjb0VvXgaVe6N0udNvu9js8Mr3cWZpLra29aLDdWJbSKoCLszY8zBqjz4HdbAv1OVX5+Bwzafw4ZTvIKSKff3k7aEw1jb34JKxpdCplUMm4vUGo/wdEJWS41UYIyKi06fi6rnjq/pDWOkEpZMZn2dAk2gpHSdg1uX2o+toj/xe7K3EqMH8igIY1GK0kJxOpZKfvcnGbzqDAfPOWYitG9anfDxWtyQiIqLBGA4jIiIiOoXl6zW4eGwpOpxe9Hh82NWc/irDwep7nZhWbE5aiaLIpMO1k8rR4fKifhhV+EMqHdac8zSmHPgF6hqfht7X1XeDUgtM/iRwxV/TfqwDPY4TUkNCHUp8oi7d49FHTVD5giGsOdqTdmUPcaJQXKYUmTGtOEfef+3RHlndIRnRXqc614Djrcftw/4eBxy+oJx8q8rRJ2zzQ0RERNnRbMs8GCZ0un34z4G2YY+xxucbZaAI1rPS2j6M5OMBra8HtU3PoqzjXSjDfljy56J+zKfhNI/HSHjSbDuejmw0hJxZGrtAY27r31C75TtQRL0TdS3/kpemksux+azfIazM7LRupu+pGG92OD2yHfqJpAx6sWzdR1Fo/SDmek3AjokNv0eufS/Wnv1U3NdDBMREm/roSsSiXb2oKtZoc/dXjik16uTYWrT5IiKiU8uf1+yQVfEHE2e2LhlXgsLcnJjzXKERVA2rztFjdnk+FEobDlqSV24Xe+lw+fHaoQ7U5eoxr6Ig5eOfU1WAFUe60J3g/I54Ht994p9YWGKU5wPjYXVLIiIiSoThMCIiIqLTQKlJJy/bGjuG/Rhi8sQdCMmKZCn3Z9TBJCb+MiAeNUenhlGTj7JLfgS96hGgZR2gNgDVSzM+3pZhVMNIxpozBQX23Sm382oLE94mOgrpjlWiSGbqsQkqUdVjfQbBsGhiUku8V002d8pgmNDm9GJnh61vwjYNDl8ABy0OHLV75clTo1aFKYXmtAJmvR4/WuxuOenmCsS+FuJY93U7sLSmKOHJTCIiIhoZX2h44SeXPyirNAVFJSZFZkHuMbl6WXVMmvZphF+7MWXLbrt5QsLbCns2YvGmz0Drt/ZfV9yzERPq/4APZjyC+rrP4kTTKBWyNfhIomYGJaBVRY2/t/4WtVvuTvja1XS+Bs/uh7BzxkPxNwiHUdH+OsYeeQo5joMIqE1wGaqxa8p3oSieDlsGFYdPdDBMGHP0+SHBsGhlXStR2fYKmiuvTTgGjoTD3IEgVjZ2w+mPfQ3EwpdOlxdnV+ajKuf4L6YgIqLMiOrpESIYpjcODYcJq9qcuMpshjqqf7N9BJXDZpfmIhQOpwyGDXbY5kGHqwNLagqRk6Lqu1L0c05CBMTa/UBVESvDExERUWa4XJ+IiIiIjguTVoUL6kqwsKoABQYtoDUDdRcPKxgmTsaNYLFnXCuXvpRWRYXG6o8lvX1BeX7S201qJUwaFd453IGXDrSjaxjBsIg9XXbZEjRdByxONNtTV5drd3rxVkMn6nvdsjJZIByGzRvAxtZevHukM+ZEbDRvIIRVTd1490gX9vY4hwTDIkT7hdVN3XIylYiIiLKvxKjLaHuttxtzt38dV745A9e+PgHXvD4Rcz/4JkyO+rRDUlOKBqpfdbt9OFJ5XdKxlbgt77p/yBaPQ47H14PFmz4bEwyLUCCE2bu+h+KuNTjRxheYUDrCalNa9aBJ4ve+nDJUN+7wn6GJ89ogHMTZW7+ERZtvQXnnezC5m5Bn34uKjrdx0coLMa37FZxIYm6+Niez380JDX9Iuc3YxqeT/t0Q8WGnfUgwLEJstbXN2l9NjIiITl6pFuRFiK1eOdQecw6j2T78hYZqpRJW7/DCZa5AEKsau2UFy2R63KnPEQ1ngSERERERK4cRERERnUaiuhXC63bF3SbR9WKyJp2qYZk8ZrQytU6Wt4/HaDQmbWcZTQSKDlmcctIsm1M3QZURR8suR3X7awkn5AJKPeprPwu1z4rZH34PVW2vQRX0IKxQo7tgPvbOeQxl5nNxbk0hNrRY4A3GHmGJUSvbEKw6asnKMYtKb5na0+VIWBFBvD8iDPbeoY6EFTDaXMB7Pg/OqYytoCZOtq5s6kavJ/mJUp3BIN9rERBrsrtRlxd/hS8RERENn6jOKUJX6bRP1LtbsXzd9TC5GvuvUwfdGNv0d1S1vozVC59Fb/7shPfP1aqxoCIf5qhKGGKsdnTe4zC6W1Fi2TBkbBWGAqsX/QM+dyXG5OnkY+zvccrKTmJb0UpS6+9NuE/RblG0FOwqXoLRUmnSyipbjgRhIrNGhQkFJrSqxPgo/bD+kMfRRZ2eDaT3OCqEUNr5/pBqWZMO/RbVrf9J+JpVrPwCiq+tR1dgdKq3phqf1+Qa0qp4G2FQKZHrOJByu+jf3cG0KoUcp4oqyUdTLJKIbMPxKRHRyU2Z5vkjQZyW2d/twOTivhC7WPw2XCqlAru7Eo9PUhHjsvpeF6YdO5Z4ROGwQaeShkj3/BkRERFRNIbDiIiIiE4j6qjy859bMiuj+1aPoIVKpvsabMmSJVi1alXKE1wiGLbmaA+63OlNnImXI5PF/5vO+hOCW25HbesLcScx1531BIJKLS5/ZwE0wYGgmyLsR0nPehS/ez6Q+x8Uj78CV04oh8Xtk5W9xPtSmaOHRqnESwfacCLZfAG4/AEYNUP/FCgrKxv1/U+ZdxYeefrFvlYITi8n34iI6IwgwikuV+IwfaIA/UiIFnkrm3pSbjdn1/cShmu0ARvO2nY73jpvlZiJjLltUqEJ5SYdiuNUKYuM1VYveQFKnxPL116DHOchBNVG7Bt7Ow5OvK2vbaU3ICtwiEUK51QWoNysR4PFCdOad1Med1nHe7KF4uDjypZWpw/XTirH7i47DllcCB6bTBZ7q8rRY1ZpLrQqJbZ1OEa0n2nHWh5K3XvTvp8I8MUIBzHu8BNJ76MIB7Gw4f/h1ZrvjKgVZjx5OjWCwRAcSRYviLG83e1BZdvryLd9iKBKh9ayS2DLnTZkW5VCgXNriwClGgglD5T5NIkr97Y5ffLvh0mF5rT+LhDVcjMxGv/vjnQxDRHR6UhUgoy0hIw+95WOPT0D4bB4FUvT9WGHFe3O4belFBpt7qThMDG2akpR3UxsQ0RERJQphsOIKCPiRNT999+PBx54QP78xBNP4Oabb0ZDQwPq6ur4ahIRnWC5ZrMM3+zduinltmI7UcVJMKiVmFuWm/EEhQh1rVkz8pY+4jHEhKnJZEq63f4eR9rBMDFhKao5vN/YBZc//emvrfN/gx2+RzHvgztRbNmMkEKNjpJl2DHtAQS0Bbjo/fNigmGD2xyFXvoIlHf2ncgT7TNlC82o489mtbPhVk+LbpeTzfcxHeJ30+t2Q280JmxPSUREdDoRn3dLly7F2rVrj+t+RWhreU0h1jVbZMXOeAzuZpR3vJX0cXKc9SjtWomOkuUx14/LN6VVdTakNeG9895Juo2okLGhpReXjC1BsUkLb4owUCTo1DcSGp3ATPhYmGlGSS6mFuXIVpmyFaZODb164HmPJGRVbNAgRxdVxStvXNr3tQ4KVJmdDTB6WlLeT3v0bSxf+hOsbeqGN0stFEWQa0K+CVva47S6jOJpeAuXbfsaDN6BxRLT9/0I7SXnYePc38CvLZDXiTn/C+uKYRKLGSoXA0dXJH3cpqrrk97e4fJBpUwvxCWCipk4HosrMllMQ0R0MhOfq0esLtT3OmW1RrNGjSnF5qTtsEUobG+3Aw29rv52kt4kgfv4j9H39f0jXRlVsBxsnyWz/cbj8gexra1XnisSizQHB91Ey+pU4TBRcZWIiIgoUxxBENEJtXHjRhkw27BhA3bs2IFAIJDWRPHq1auxbNky+X1nZyeKi4uTbh8KhfDkk0/iX//6F7Zt24aenh6MHTsWn/zkJ/HNb34Ter0+a8+JiOhEqswxyKpMInyTKlAkgmGiJL5oczivPD+jsvzycRQKOUERqYLRandja5sVgUH/jI/N02NGaV7cxxcr7dOdUBGfD4et6Z+IExN3aqUSvgxbL2p93dB7OvHBrMfg1ZXE3KZ3NSPHsT/p/ZUhL3pXPIj85ff3tQZacy/g6Qam34yW4BRkk3jvWp3emLBXOqIncge/jysaO9Hrid8+KdrEAhOmlQysdl17tBudLn/S1qODK8wV6geCc0RERKcr8RmbbjBMBEBEcDtbiow6XDmhDK8caocvTo+iPNtuKGXIKrl8646YcJhoW5ksGFZi0Kac2BxMVOZqsPa1WmrPm4Fiy8ak2/fmzeyrPjaKxIS0IMbMpVmu0qFWAMtqimKv1EdVEUvCr9SjN29Q5d5wmmPecAgFeg2umFCGtw93wu5L/f4nU2bSyj8uUgXD8qy7sGjjZ6AODf29KOt8H4s33YQVi/8t31MxtD3Y45DtOg1j78Gyo6ugTBDDcxqqcaTmkymPs9XhlQtiUrVlF39PpXK8F1dkspiGiOhkJSqYv9PQCX/UcMQd8KGzqUeev6kw62VwSoSlSo19C+10KiXWN1vQ5vTK7cc1/AUT63+LoK29/zH0nlbAOD7l/l850Ja1UPRINVjd8rKzw4a5ZXmozh347NGrU49ttrT1xtyHiIiIKB0MhxHRCfXqq6/ij3/8I2bNmoVx48Zh//7kE+6RoNdXvvIVeUIs3fL94gSaqHC2cOFCfOlLX0JpaSnWrVsnq6C98847ePfdd7n6kohOC2PzjThocUKRYFJRrIRfPqaoP6hl1qozDoVFE8GiyATFBJMJE8qLYfH4YfX6oVb0TaKJdjvZIFaIpprMifZBhx06lWpIWC2RXNseTNv3Y1k9Q0ySijaSoorBnknfhKVgrtymuvU/adWmyNv8AMLbfgRFMCrMtuvPWKzOwYolL8GeMxkjJRaXiipqmQbDBBGaS/Q+VhcF4bGk/nwtLciFyTTwe1acH4Ad6Yf3xOtYm5e9yW8iIqJTQXt7e9JwR6rWccFQCPVWF9z+IHK1GtTmGVL+LStuv2xcKd453AWnPzYIFFJGVa1KIqSMDXRPLkweYkqn6kU8HU6vDIcVzPwUwoefkFVZE2mqvBbT9zyC6paXoPHb4DZU4FDt53C49oashMZENaxsjWOHPDaAqyeWx3/v6i4HDr+W8L5i5Ld2wV+GXO80jJHtz1WhFFV2ay6QX8S+F1cV4s2GzmFVoi3Uq5Gj1eCILfGilGiTDv06bjAsosiyRbYKbS+7UP5cb3Vj7rY7Udf8bMLxd2/uDKyf/wf4NXlpV6xJplCvkYtRNjR7EUJYhuhEhbyyQcHAwYsrRlMmi2mIiE5mb9d3IhC1+C96UaPHBbRbbP0/7z721aBSwH0s3H7ummtRYPuwb/uoj7oLV1yErec9D0vB/KT7P1mCYdFE9bRNrb1yvBEJoX/QPvA6JCJekg6nB6UmLngnIiKi9DEcRkQn1G233Ya7774bBoMBd9xxR1rhsN///vdoamrC5z//efziF79Iaz9arVausly8eHH/dV/4whdkK8xIQOyiiy4a0XMhIjoZiBY3S6r72gdFyu1HiNWXZ1fkI3+UqzWJSRRxybZMQ2y+YAjWNNsF5PfuwLL1H4Mm4Oi/ToEwyjvfQ0n3Oqw5+2/oKl4iA2PpkFtFB8OO0QbsuGjF+Xhr+Uo4ciZgJMR5zUzCcumaWmSWAcNkRMiwKkffP4l71O6GxZ1Za4ZZpTnQpbEiloiI6HQigmGDw2EtNpesvuqTc5Y26JQKLKjIR5k5dsJvTVMX2gdV6dzabsW0IhOmFOemDIZfOq4UPW4fDvSIVk4h5Oo0GF9+IbAh+TGL8U9b6UX9Y5xZpbn944BECg1azC7NxQcdqSc4Y/fVp2jSRbBPugnm/X+VY7LB2ovPxdT9P4MmODB209ptmLfrbkw5+HO8s+xN+HVFMWGsTOtjTSxIHtSLyNWqYMuw+pYY1yZ6bPe1/4Hnb4uR37NxyMhTvBLbpz6M7tLBLT6NmFJYCue2RchtT9KCUYTmzn2s/0eTVi3bN649aoErkNlz6PEE5CUdyqAXVa2JA28RNS0v9IfD6hqeSBoME6/Fgbpb4DLVpn3Mor1qkUGDXrsV1S0vylacfk0ujlZcA2XBOPR6/DHtxkS1MXERFXNnluYmXFxBRETJHel1xgTDvvff12Lfts1ZednUIS8Wb7wJr1+4CUH1qbcATXyeibaZkXCYxZveuZVGm5vhMCIiIsoIZ2OIzgDNzc245ZZbUFlZCZ1OJ9spilCWzzewxKa3txdf//rXUVNTI7eZMGECHnvsMVmlK1NWqxV79+6VX1MRqx9FMCxdoh3kvffei4ceegj5+flp30+Ew6KDYRHXX3+9/Lpnz560H4uI6GQnJuPE5J8oTS8m7qrMejmJd/m4UpQPmmQ8lYhJzESD17KOd3Dhe8twzctjcM3LdViy/uMw2/fLFkDpmLvz7phgWDRVyIN5O74tzmCiqer6YVVWiCaO6Ny11+JEydGq4R8UHIymUSkxI6pdZKJgmqg+8p8DbVh9tAeHrW5YfelNDgpisnh8QXptk4iIiE5n7x/pxPrWSDBsoLLFmmYL1jd1913h6kDLsx/FWf+agGteG49L3zkb4+v/2L/97m4ndrT3pj1OPKeqAEtriuT40JRXClQsSnof0U5SVzIF04vNuHx8qawKlg6x3fm1xRiTa5AtKNMZlhUZBhYx5Fz9FyiW/wRdRYsQUqhlSM2SNxtbZz4mWxRGB8OiGT2tuOT9c1Gq9mJ8vhEX1RXL55wJ0d5qctHAeCgQCmFbay9e2t+KF/a14uUDbf1h+nMHt4ZMg6hKFc/hXideO9SB9xa/iH9fuh8dhYvgU5vhU+eivuZTeOHKo2gYf8uQsZ2otqbXqJD7ydcBY3mCvSqAi/8IaM2ygpYIQtm8fnn/y8aXonYU21Opg04ow6knu7X+gfNIs3bfn3RZhrht7q57Mj6W3P1P4prXJ2H+jm9i8qHfYMbe/8Gl7y3ClA23AcG+tmWDHbA40WxPr0JaNLFQZVubFe8d6cKKxi7s63bAOwqLO4iITnY7osLiomJYtoJhS+oAoxbQ+S0Y0/QssiochirgTL9t8wiIqvDuYyFtZQYVTomIiIgywcphRKe5lpYWnH322TL8deutt2LKlCkyLPb888/L8vciNCW+Ll++XF7/xS9+EWPGjMHatWtxzz33oLW1FT//+c8z2ucLL7wgWzj+5S9/wWc/+9msPp/77rsP5eXl8jgffvjhET9eW1ub/FpcXJyFoyMiOnmIKmGixaS4nA5EmOnths64jYUWrf0EKnpWxVxX1rUaF684D/aWm1A5/+docSRuYZNn3YkC6wdJ9292NaCkaxU6S86FNXc68o+1MhguceIyx7YX9twpON7svgD+c7BdnnAU7YCml+SiyBjbKmdSoVlWFmlxxJ8gE9OZg9tSJWPSqFCcO7CPutPk95KIiGgkdndYk1ZeanH50LbnNZS9dg0qwwPbqd1HMXv39zHuyF/w1vJVgFKJg71uWQmsLn8YlYw+/i7w58mAvXHobRozyq59AmV5xcMac3S6vHIcUJmTi1AojI2tiUNsimMVsGIsuAuF8+/ElhYLmkQ4R6FEbdMz0Pt7Uo61lu6+B7j6/+TP4rXJ0ahgT2P8Mi7PgJmlef2LDMRzWNXUM6QClZjo3t1pk4syLqkrxtuHu5I0wYyVoxl6SlYEtbZGtZIKacxYvfifMdsYVEq4j4X8tSoFanONmFxkHmh/qdYDXzgCrPwmsPtvgNcmfz9QtgDB5T+Hq3geDrVb0WRzy1ZWggjuTSgwYU5ZLpyBALoGVafLBp8mD15NgXxfknEax8ivyqAHqjTCZGIRhzLgRkidXrCtou11zPngm0Oq0Yl3ekzzv+T3m+f+Ou59RbCrKif9AJ3Y/sMue8x13W4/9vc4ZDDT6g3ISsd6tRJ1eUaYtTxNT0SnL3+CVXZ/XrMDOkPy8wNaXw8uf+fsuLeJYFgkIzXp0ONoGHvziI9V72rGkg2fRK7zkPx8kOc/9FXYuOCP6M2fjdE872VQq9IOEfO8ChEREWWKf3USneZEwEsEoDZs2IAFCxb0Xy8qb4kSzsJPf/pTHDp0CNu2bcPEiRPldSJ8JSqN/fjHP8Y3vvENWVHsRNuxYwd+97vf4dVXX4VKJZpCjNyPfvQj5Obm4vLLL8/K4xER0ejY3NaLYJyTiVM/fGRIMCxCnMTLOfAkZk/5GLpVZw9psxmR4ziQ1jGI7UQ4bOXC52V1AZ0/vQodiY5t+u6HsX7h0zhRxKvR5QlgRVMPdColFlUVyHagW9t60WjzjLhCWrRJhSaUath2h4iIKNpey9AW1DHCYRS89d9QRAXDouU4G7Bw881Yf/Zf5c8iWJQn23tn2EJcrYfnc/U4sOnvyD/8LxjcLQgrVQhWn4/S5d+HUhMbIk+n2uvGZgvaXQPVygWDWolKsy5h+FxUvY0EZESwbHubVVbSEGMSrVIBrVIpK6wVd69P70AOvRjz40VjS/D+kS5YvIkDeWPzjJhTntf/czAYHBIMixYIA2/Vd+DKieW4bnIF2mxurE0SgIsQbUMHW3c0eeBNEMGwqyeUIRAOy/Fb3Lbrai2cy36KhpmPwOLxyyph4vSP1elHyNE1ZHOXPyiDbu1OL8bmGtHlSl0FPmMKFRprPo6J9b9LutnRMZ/sewp+R1rN3MU2Gr8V3jTDYVP3/zRum9KImuYXsHfinXCYxw+5rdcbQDAUgkqE7VJodXiGBMMiRChvS1vsa7y/x4nxBUbMKslNq5UpEdHpQgTD9MYU4TCVG8c6LialTDBeykR+z1acv/aqmM8g8b3Z04zzV1+OdXP+F23V1yDbRB5dBMM+aO9Nqw22GANkPN4jIiKiMx7DYUSnMdES8sUXX8TVV18dEwyLiJxweu6557Bs2TIUFBSgq2vgROFFF12EH/7wh1i5ciVuuOGGtPcrqoVlu2KY8NWvflWGuC655JKsPN6jjz6Kt99+G48//nhGLSqJiGh0OJ19rXkGE218DndYoDUYhkyWTG7436SPKbY2/OcaXPS1ILZ3WNFsH1pBLKhKL7QUVJtktS2lPh+vXbgVl7y/DEZPM4aryJKdNgrZIIJz7zcea101CsSE4/IKc8r3OpuMRiMn14iI6JRW2rkiZRi9vPNdIOQDlH0ThIcsLiyoyGyy8GCPAzs67UDhRX2XaPU9mF2aE7cdtAgdHbW70dDrkoEws0YtK1BtaLHIylqDuQMheB1ezCzJkUGkHo9fjq3KTDrZglK0vBQaep3YFlVBS4j3eCkNahEoxpHn15WgyebCtjabDFj13yaCYflGWdEp2oaW1EEvEVgTlbjG5BlRnmtAca8TXe7EVa/Mov2jXjPkemealUJ6PD6UmRK3ihfvx/Z2a8ZBf/GeiMto2T/+dlm5y+w6Evf2YPEsVI5fjO5OO/zafHn8qWJSYhufNr22nmbHAeTbdiXdRgTHqlv+jb2T7koY+qrOTV0B90BP5mNd8f+umOyfEtXOdDCOoYnoTOTTFsJuGo8c56Gk2zkK5ox4X+etvTrhZ4+4ftH2L6F1wY3Y3B47jhip6hwDNColDvWm18J4zqDxChEREVE6GA4jOo11dnbCZrNhxowZSbc7cOCArMpVUlIS9/aOjg6caM8++6xsdblrV/ITeQ6HQ14iRIWxeM9LPN69996LW265BbfddtuoHDMREWWmrKws6e1T5p2FR55+sT/wowh6oUizeY/O2YQqc2nccFhHyTLZ6kbrT1wlIajUo7WsL5wsKmytaApjx7T7sXDrrRguZdqNh059ourbUas77fc6G2YsOBtP/ucNOdksWkkRERGdTEJpTCiWdb6XchtlOIiK9rfQWnGl/DnTcE+Py9sXDEvigw67/CwXbacjXP4A3jvSBW9UaVe7L4jWFPsXo59Olw9La+IHejz+wJBg2GCdxUtQe/QfSKU3Zyo2HGpHVa4B4/JNsn2iUJNrlO0BW+weOPxBaJQKVOXooVcPrVDeNqj6WbIgvAiHCeeOKcaapu4hldOEXK0a59dm3qIzWpczcTisy+XDtvZRqPwV54RypvVZvLpirFz8Imbuvh9Vra9BeaxtpGw3mVMNlbkGdR88jD1VX0VAqYZfZYI2mDxk5dMUIKxKb5yn8dvS3C7x69fq8MaEw5y+AA5bXbLdumjtWZNrQL5OIyveDcdBixMTC8z9LU0HOx5j6CVLlmDVqlVcZEFEIxYIhdFsd8PhC/a3ZxwWhQKH6j6LOR/el3AT8dj5l/8G+TYNer3Da49c1fh80uqS8lDEWOXNLyEw6zFki1qhgFqpQH1v+sHiIza3HN8QERERZYLhMCKSFcYuvvhifPvb3477akyaNOmEv0rf+ta38F//9V/QarU4fPiwvK63t28Fb1NTE3w+n2yD+ZOf/AQPPvhg//1qa2v7t4946623cNNNN+HKK6/E//5v8oozREQ0+tWdxATEmjVrUm67d+smeN3u/pYDBldTWu1mpE0/wsaae+PeFFQZcXDsrZi2/8cJ794w5ga5WlWvBIqMff0MWsovx9GKq1Dd+jKGw5ozGWeS3rAq7fc6G3Zt3og9rd1osLplhZKJURPaREREJ1rcdoDDbI+kCAczCp1FWx+nMpbKb8eMvT9Enm1n3zip9mbsxqWoyzPKAEw4HMb7R7pjgmGZaHN65YSxmAgdTFQdS+VoxTWYvet70AQGFobFc2TMJ2U1LtGyT1xE20pRHSzy+ldncVJVVDazev3IOxZIX1JTBE8giEM9Tli8fhlME4H1yO0jISqLJHLQkvw1yZbhNu7y6Muwad7/Yoe3Czn2fSjuWo3JB38F9FiAnp3QHH4FV2/9EVrKLsOKhf/ERWsuSzjeF799axf8Je19uw3VCClUMlCZjNM4JvHx+wee+a5Om/y9ilbf60KpcfhtvnzBMDrdXpRHhf8y+XspG8R+XC4XTCa2hCei4TtidcngtGilmw31tZ/FxEP/C1Oc6u2y0uSi+6EpHI9z88Ny37u7xL4z28fUAz9O6xzTmKPPYvsww2HxQnKiApn4/MhE+7GxlGjDLSquioB+JOxeoMxeRTMiIiI6vTAcRnQaExWzcnNzU1bbGj9+vKy2JdpInqxEAOzvf/+7vAw2b948zJ49G9u3b5ehr6VLl/bfZjDEnuzdsGEDrr/+etlm8x//+AfUav4zSER0IokqYGJlupiASMRqd6CqonzI9X5dcVrtZoRWf1+gK5G9E78Ord+C8Q1/HlKNTOyjtP1t5Fdeh2kzLpTXibnMkFKFjXMfR2/uDIw78iSMnpb+7eVzS3FMDXXZb8F8MhMTpvHeazFxurPdCqsvIF/XyYU5aa2AtXr88oRoGGGYtWpsb7MiEAa8bhc+t2RWzLY7O+2yephoW0VERHSyEBGfZPOW3QXzMf5w8vCLqH7aXto3PhHiVb9KxhOMPYKpex/DlIO/jKmcUda1En6lAS1XvoWaiYtlVazB98tUs92F2rzY8IkInXV7UseOQiod1i34C5at/0TCKrI203gcqflkzHWiopZJo0LpKI0HRCWy6PCXeC+mluT0B+FSBQJ1SgW8aUyiRwJuiYJ32aRRAP5w37i20KCBPxCELdPZ9gRVxKqOPo+pB38xZMwsfq5qfx35jn3YOeenmLn9riHbiFdp45zfwFJ0dkbBtLbSC1HZ/mbCbQJKPZqqPprwdqO27/3d02UfEgyL6HD5oFL0Vc4dDtGuNdO/l7JBtKw8HpXJiOj0Jyq2b2nLchVLpQpvXLAOsz68H7XNz0MdsEMhRlKFk6A49zFg/DVyM/F5K8LYtXkGvHSgPaNdqIOe9A4lNLyI9JXjS2XI3uoNyPbDTfb0WkjGIz4pdnRYcTiqQntkHKD2p/c8iIiI6MzDVATRaUypVOK6667DU089hc2bN8tA1OATr+Ik08c//nE88MADeOONN3DppZfGbCOqc5nN5oxCVFarFa2traioqEBeXl5WnssLL7ww5LpnnnlGtod88sknUV1dLa8bN26cvMSzZ88eWS2srq4OL7/88pDgGBERnRjis2g4K9P92nyEoUyrteT+/HNTHQR2TH8IHQXnYNHWL8RMQInvc91HcP7aq6GwfAa44gkY1SrZhghKNfZP/Cr2j/8SSrtWy+07ipdh7o5voe7oPxIGxFpLLkRT1fU4k4jqIuLk5eyy/P7r1jdb0OIQJy7VgEYNUcdhl82P3TY/JhaYkKNXo9Ksh1o5UCHDGwhiU2uvnHjr5/ZDbTAm/eNGtOlhOIyIiE4mi6vzsfro0MpdEc0VVyH4wTegCiUO/IgAVFA9MI7K0w3/VN+4hr9gSpywjqAJuTHmP8vwxrVNcAUTV65K1yGLc0g4rMmW/iRpV/ESvLvsdZyz+fMwuxtjbmsvWoYtc3+JgHpo1dADFmd/OOzDTisO9Lj6R5Kleg0WVOZDrxl4DcUkswh3pSMYVbVNtBvc1+NAo9Xd//hahQIzSnNQlx9/3Lu4ugjvNXYl3UeORpWwcpg4x5OlAi39ysx6nF1ZIL93+YN4vb4ja489e89DSRdTmJwNmDV+JnBhGHjpE0D9S3I23D/mIrwy6UcIaQfGlOn6cOr3UNn+VsLmZrumfk/+jZHIlCIT/MEQ9nQnr9A23GCYkKNVZ+3vJSKibBKfM+kEVbc1dcLjTVylUSzoGhalGjtm/kBeFlcVwKBWYWenTYatcLAdJUYtZpTkwKhRy3MI4/ONOJRBRa7OokWobX0p5XYBVeKQdjIOXwB2fwBapRItjuEHwyKtKAcHw/r3ExXiFsHfkRIVLMXnEBEREZ36GA4jOs09+uijePPNN7F8+XLceuutmDp1qgxuPffcc1i9ejXy8/Nly8aXXnoJV111FT772c9i/vz58g+HnTt34vnnn5dtGYuLizMKct188834y1/+Ih8vmSNHjuBvf/ub/F4E2IRHHnmkvyXkjTfeKL8XIbfBRKUw4fLLL095fHa7XQbfLBaLfL6vvPLKkOppixYtSvs5EhHRyWH3pG9h+v7Hkk4s2Qx16C48J63HW7j1iwkfS5b/3/NXKBZ9D5OLqmJXwiq16Ci9oP/HbXN+LltVLtl0Iwye1v7H9KoLcGjc57Fvwh2AIrPKHqeDQ71uTCwUJ2tV2NYWCYYNJU5l7rNETmJaMS7fiDllebJV1uqjPX0nfzMkqoxta+1Fp9snK5RV5RgwudAkw/TpCIZCUIltG1cBr98IuDsAlRaY+SVg2aMilZ/xMRER0Zmt1GTAlAI/9vZ/5sWqzc+DY+GjMK//btyAWHfBAjkWilZ8rKWd+MwUlTsO9jjgDoRkoGh8gRG1uUao4rRzFKbuT95OSVQTKzv0FBrqbsJI9XqD8AZD0EUFnQ72ZjaBac2bgTcvXI/c3p0o6t0ij7CzeDEc5olJxwP+YBAvH+wYEg/q8Pjxan2nnHAuN/e19ZtdkoMt7ba0jkdUKRX2ddnwYffQ5+ILh7G13YZt7TZcOrYExkEhoAKDBpMKTQkrUol2UReNLUm4fzFxm6/XoNfjR7Z0RoXxWzII76UyYd/P02sP/+L18NzRi57zn4D6IiVKjTp0OdwINScOVSZjLJ0OXPcS8MbnAHdn//VOQw12T74bTdUfSXhfcbwmrQa7OtKrhqNVKmS70UwUGbT9v0eCW1TY7bCh0yWq5QImjRpTCk3y95MT9UR0vINholvH2rVrT4oX/sMu+5DzAkftHnmZV5aHunwjZpflQaNUyrB2Ov8ab53zC4xpfSnl59O+CV8Z1jGvaOpBtsisVhpPKhsVIUVrY1HBkp87REREpz6Gw4hOc1VVVbKV4n333Yenn34aNptNXicCVWLVhyC+rlixQgbJRGhMVOIS7SgnTZqEBx98MGvVv+JpaGiQxxYt8rMItEXCYSPV3d0tW1MK3/nOd4bc/pnPfIbhMCKiU0CuToWoelHYP+lrKO5Zj7KuFXFP4AWgxZZ5v0rrscccfhLKFFXIxD46n/8kDl/yBgr1GvQkmXyz503D6xdtAcIhmJ0N8syd01iHsPLED8GVAQ/qGv8Gna8HLWWXwFow97jt+4MOK86pLECDNf1WB/W9Lrh8ftTkmYYVDItoiJrUtHU7ZNUHlUIBo0aJMblG2aZJtHmIEJPHm9usaHP0Tchd8s5CmNyNA79rATew+TFgy4+Bm3YAxdOHfWxERHRmmlaai5o8A7Z32NDt7hvl5Os0svJFsVGHBsMXsVE9G+OPPInqlpegDjjgMI1Dw5hPo6H2BoRUsRWxq8x6BEIhvH+kGzbfwGemaAO5vd2GPV0OXFhb1F8dKxJgMdsPQOdPHbgZd+SJrITDBHGc0eEw9zDbFdryZ8pLul47NDQYFm1tswVXTyyTE8q1+Sbs63H2VYxNQowfxLjhhX2tKedqxe2vN3TimgllUA+qAjajJFdWTd3c2tu/T9GicEKBCdNLclM+tzE5hqyGw0SAr8ftQ6FBi0738NtURQelxDhq0uE/p3W/UNCBVw9lr1rZWZX58OEKtHyqHg2Ne6ByNsKvzoEzbyZSjTBF1TbhsDW9KjSBcBjzy/PkONaSxnsiqtTNKRt4j8Wihuixq+AL+rGupVe2pJ1VlotxCarQERFlm6gYlu1g2JR5Z0E3zM4eyc4LbG23osigQY5Og2klOZhabMbmVgua7MlbL4dVOnQVnIUSy6aE24SgxIGJwwuHZYtoke1MMi4Rr6l4bfduTfw8MrFmzRr5/rOCJRER0alPERaRfyIiIiLqJ4K0Ihgr2uSKsCydWKKapWhxLDgcDjihxhGbW05URU6Ilba/i7O23QFtoFdOOImpxbbSi7FnyrdhzU0vsHPp22fB5GlOuZ147BevapGTMmIyV7RAynYLn+HQ+CyY+eH9KOt4X067tZVdiL2TvwG3oWpgo3AYy9dcjcLerf0BJ3HoQaUW6+f/ER1lFx2XY83TqmD1JZ9kjadETkxGxwOH8rhcuGHeBPn901sPQn8sDJ/uSdZlNUWyspnV48O7R7r7J3jPW3UZCq07Et9ZVIK7a/jBNSI6/XF8cea+hoPHMplMrnU6vVh1NP1KE0urC2Ur5TZn4glQ8Tl32bhS+b34vHvnSDdKOldg2YZPpXx8p6Eab1y4ESMlgjBXji+LqWL2732tssX0aNIpAG8a47YqsxbnVBXJ78Wp09VNPQnHIOIZjM0zoD5Be6dEykxaLKnu20c2eAJBvH+4E66R9DSMY05pLsYVmPBBmxWH0gxGpXLNK3VQh5OP6YQQFHjxqtTj83RMKTCh3eWBJUmrs1QuHVeCN+oHKo6lct2kchn6XJVGtZiJpjBmrv0M0L0D3aYpWDv7N/Drk/9+iCq46YQGR/vfqZPFqfoZcTLha0jp/BvR3t6e8N8I0YL4rYb0/p0UIabRqkYV/Rn7Qbs1/faS4RDOX3kJCuy74wbD3lv6Kqz5s3A86FQKeKM+00VYXCxqq8nRY2WKsaEYu1RqRZA4b0TveaTy2Kn6uUAjw88EIqLTz4kvW0BERERElMHJKXFCalquBm6jEm/Vd8rwTmPOQjSeuxlmlRd6fze82iL4tQUZva4af3otg8SpS1XQhaDKCI8/gKsnlGNFYxd6R1DRaqTGHvo95ux5IKZ62tijz6Du6DPYPu1hNIy7RV536dvzYfK2xdxX3Ecd8mHJppuwdsGf0V5+Wcb7N7iOQhn2w2WoQljZ184qmeEEw4R0qi5E87ozm8AU9TBW+TyYV56Htxq6Ym7TduxAomZXooOXQkxnr/4+sPShjPZJRESUjGgTKfJT6QbR63uTB8MiE7eiTV2JUYc8vRa5GhXs5klyTJVqitatr8jKGzYm1xATDDvc6xx2MExUAVUcq9SUikathDdBhTKtrwc6byd82iK0oLj/ejFxvWxMERw+v6y+1uX29b8fZSYdphSZsbKxO+Pj7nCmDkdlYmenLevBMEF57H0aV2jKWjisufwy1La+lHK79sKlyJZE7VszkWlVthf3t6EuJ/XY+ML3z0OuY3//z0WuDlz19kz05s7E+0tfRlg50GoymqhqV5tnhHlQi1IiotEkzskkCgqJa8cUB9DhSj4WGW3tTh/29zhQlaNPPxgmKJR4b/nbuMbxPNRrvw+I80TiHMek/8K+OY/BasdxEx0ME8SPuTq1rDqqVohxT+L7irFLRVEeTKb0F8sRERHR6Y9/ORIREdFxs3LlSvz4xz/Gli1b0NraihdeeAHXXXdd/+1iJZpo/friiy/KdrBjx47FV7/6VXzpS1/q38bj8eAb3/gGnnnmGXi9Xlx66aV4/PHH+1ezCY2Njbjtttvw3nvvyZWNonXs//zP/0Ct5tDnVBf9PscjSuc/8vSLw1p96leZoA2mPtMnHlnjsyJoMKLd5ZcTm4kmbHWeDpR2vAut34rOosUZtTxKV1HH6iHBsOhjnbP7PrlfvbNpSDBs8LYLN38B/76qrw1zOmob/w8T63/XP5nl0Rbj8Jj/xt6JXxvS5iob0pn0jfa5JcdnRe+SOmDV7QC2/xoKhsOIiM5IokKDaLmTKNw+XGJMM7skB9s60puNTLf98oEepwyHtTo8sIlKrIYK2f7a7Dqc9H4fTr4HIyUql4lAVUQoHMbW9vRC+vGcU5kPm9ePXV2OpNuNa/03dJ52WIx16ChejpBKJ6/Pse/DtL0/QkX7m1AiiDAUaC85F/B9Bph5c//9zVoNltYUIRgKwxsMQq1UynaShyzOlK0k4xH38YdCsn3lSPmDITTZht/2Mdn4UATghBytOqOgYjJb5v0GY155KWkYUexm3eJnh1yv8fVi4sHfoLL9dVnhxVKwADumfR9+XfaqsCWiGNQiM6FwCKUdK1DSs04+j5yq62HPnRp304vfXYIcV0PcfRXYduLidxfjzYsStwYTbS5FO9JsGsm/WRFGo3HUKgIR0ck9HgqFk7eJFp96w2sknZldnXY53slUvghgTf4KMD+2feSUcBhNng44htkGOxs+6LD1V2AVleETEZ9VNTnZPydDREREpzbOkBIREdFxI04yz549G5/73OfwkY98ZMjtd911F95991089dRTqKurw5tvvokvf/nLqKysxDXXXCO3ufPOO/HKK6/gueeeky0j7rjjDvlYa9askbcHg0FceeWVKC8vx9q1a2UI7aabboJGo8Gjjz7Kd/sUJCYWlixZ0v8eJ7N36yZ43e6MWglGbJz3OM5b/5GUFTNEKwGfNr//ZzFBaNQoYYsq/qD29eLcNdcjz7kv5vECCj02zvsN2iouR7Ys3vyZpMcsbpu/5cvQBFOvllUhiOL2FegqW55y2+l7HsHkQ4/HXKf3dWHKwV+iuGcDVp/zfwip9Mgm8VzCabSmECFB8btwvKw5DLh8gF7tgeq47ZWIiE6midClS5fKsedoGFtghpiH3NWVOiAWVYwrqUAoLINJ65ot/ddtnv1zLF8nxkLxJz27Cs5Cd/HClI8t2h6dN6YY29ut6PH4+z+7xaFV5xowoyQHevXAJ+aKI7HVOtMlQkuzS3Nl1STxfavDi+44lZ3K2t/BWVtvgzY4EB4LKHXYO+GryLftQlXbazFjKQXCKO9cAby5AvBagAV3xT4/pQJG5cAp1R53ZtWkYh4rS+EZu290KtjW5BpgiHqv5pflYVObdeQPrFBh+4wfYM6u78Udx4rfmU0zfzrk+sqj/8LZ2++QwYKIXFcDxjQ/hz0T78Leyd/EaOpy+bCwMh8rjw78fxNN5Xfi/FWXIcd1KOZ5TT70a3g0xViz8FnY8gZCYnpPO8xxgmHRzJ5mVLS8gtbKK+Pe7hhmRd6RLMhJh/j7bdWqVQyIEZ1BRNj7zfoOuALJw1PHM1rlDWa2N71KiQUV+Wh3eqFTKZGvj63ceCKDYYPHccnGgmdVFsRUaCUiIiISGA4jIiKi4+byyy+Xl0TEhJqo8nXeeefJn2+99Vb87ne/w8aNG2U4zGq14k9/+hP+/ve/44ILLpDb/OUvf8HUqVOxfv16LFy4UAbKdu/ejbffflue1J4zZw4efvhh3H333XjggQeg1Q5t6yEqkIlLhM02/MoFlH1ixbmYWEhUjeP9xi50WGwjrhJlkZOdYvIr+QRLW+kFMVWxxKrY2jwT2o61BlIG3Lj87QXQhIYerzrswaItt2Dz7F+hqeajIzrevp37oQ65U25m8rbIKhjpmLr/J1iVIhyWZ905JBgWTYTDxh35Kw6O+yKyqUCnhl6jRovDk/T3RVSPEyHBbBnT9Czm7vrekOvFW1724MDPHk0R3C6fbAFGRERnDjFGSScYJsISIvQ+HJOKzHAFgqhP0RrJnmZQJEenxhFr7GdlT9HZWLnoHzh765dh8Hb0Xx9SqNBcfiU2zf/ftB5btD0SU5bLa4tlcM7mC8gwvUmrlhOtg1mG0Zr74roi5Oi0Q1o/ihZSu6MqiJW2vYnFmz87ZBSkDnkxY/+PU+9o1d3AvK+L3ooJN5HVO4ZJtB00qBSy8pMIzg230pKYkM+2UqMOc8ry5PfNdjd2dthSTvhHUwVcqG16Rl4M7lZ49aVorP4YGsbcgIAmF83lV2PWrnuhihP990OD1qrYMFSBZRvO2X5Hwmq5Uw/8FA5THY5WfwyjpdPtw6yyPBmAHNzBU+Wz4eo3p0EZJ/Ygjs/g78KFqy7E2gV/RXv5xfL6cQ1/TmuEPn3vownDYZosTf5nsiAnHeJxxL+NiVrPEdGpy+ELoN5pQ6/XL0POFWY9anL12N/tyOhz4mRTYdSizeXD24cHQutqhQJzy3JRk2dMeh5isLMr8rCt3QZ/GuU2DWoF5pcX4GCPQ+4/U1qVAr5gWIbCqnMMmFhgQt6gUBsRERGRwHAYERERnTQWL16Ml156SVYWE9XC3n//fezfvx8/+9nP5O2iHaXf78dFF13Uf58pU6ZgzJgxWLdunQyHia8zZ86MWe0sWk+KNpMffvgh5s6dO2S/ouXkgw9GJTzopCMmyhJNLOj0LugMWaqW8FUnAr/KhToc/4RcQGnAzukPobLlP5iy/2fQ+i1QveFC8/J/A/opcpu5O++OGwzrfy4A5n3wNTRXXtXfzmi48nt3pBn5iuw59YlJkzN59QJh3JG/pdxm7JG/ZT0ctqi6EBqVEru77GjodSU80Sp+X4ZTPS4RS+3VMB6IX9kiQhzJ1tk/gcHqYjiMiOgM1t7ennDMMtI2a5MKTWi2ezKughHP5EIztrb1Drm+u2gxXrt4O/It21Hcsx4+TZ4M9ECZ2STjoV4n5pfny+ebp8vuBOW4fGNMMCxCqVCgbdDE7cKtX8pgrBRHKABs+hFwzncSbjKx0IQGa+oKrYm4g2FZjavV6cVZFX2vWaby9SMLpqsVQGWOAZ5AUFZ1G5NrQOmxdpJ7uuzY0528ZedgWl8Pzl9xMUze1v7r9P5uzNzzMOoansSqJf/CZe+cBWWCsakWflz6zkK8eumH/dct3JS6Wu7MDx8c1XCY4lgI7+K6YrzeEFvx7pIVy+MGwwYf46LNN+PFK+oBpRYFli1p7dfgSdwaXoQKR6rH7ZOV9x7/5yvQhfyozNHL/5+GWy08G5XHiCg7ra1Ho93sO4e7Yv7ebnN65WdFqvGJKuhCSKFFOKr65skiV6tEa5xgViDc9xnd1044/SD2YasberUS/jRC+95AGAV6zbCCYYIIhonQsvjsnlocW521w+lFl7vvcUuMWtlSfDjYbpiIiOj0cPKNwoiIiOiM9atf/UpWC6uuroZarYZSqcQf/vAHnHvuufL2trY2WfkrP3+gpZ8gTj6L2yLbDD4ZHfk5ss1g99xzj2xpGV05rKamJuvPj0ZHnk6NgdoWw1dp0kGh0eGVyw9iweZbUNHxdsyElTVnCj6Y/jDOX3kptMHYtk5nvX0Bpumq8OZFG1Dd/GLKfakQQnXzv9E45uMjOmaNP35Lm8HE1E5AoYEyPFAhLxFtcOCkbyI59n2pt3HWA+GgbBuUDZVmHXTHTnKK6hpTinLkRNbqoz0YLSqfFZe8twx6f1fKiWVx++LNN2NP4EdAxR2jdkxERHRyE8Gw0aqUY9SosaymEJtbe9E7jGpbEWLy0KhRIVmxqd6COfIyXO2O1GOO4QbkphfnxL0tEAyhxzPwuhR3roQ6lH6Vj4TaNia9WbS1zNepR/SeCEftHhQbXRiXn/nvj6helt4ygPgmFprlhPJgFo8/42CYsHzVFTHBsGg5niNYsub6lEEqnd+CHNte2HOnAKGgbF+eisHfLRc6OE1jMRp6fUG8erAdi6sLsLCyABtaLPI1VwZc0Hvb03oM8bxnffgAdsx8FH5tQVr3CSvjh/8K9RqUjqBirQgDbmjpRfex4EDEQWdQBhUjAUEafaLK+eAFa5MnT8bevXv73iuPB9/4xjfwzDPPyKrnYgHc448/HnPuo7GxUS6Ke++992A2m2VVdrEQTpxbodPXaLe2TpcnQTBMGXRjfMOfMa7xbzC5GhFSqNFadjEOjL8NPQULcLKw+ZJ/Ju3osGFZTXr/ZgsdGQS9xJ7jBfYzIapZNljdaHf5sHxMkWw7uaHZIqu3RuztFiE4NRZWFcixSybYbpiIiOj0wL8MxOArFEJLSwtycnJGtIKTiIjoZD1RZLfbZSUuEbY62cNhoj2kqB5WW1uLlStX4vbbb5fHHl0tLNt0Op280KlpbL4JB9pHFhAS/2csrC6U32s0Gmw4+69Q++0o7VoJVdADa+5U2HIm46rXp0IbHDpBJkaQZm8zrnhzJlRIb2KwtPO9EYfDxMlUMSGVzghWnUYwTAimURkkqE49aRlU6uWRVbS9gYr2N6DxWpBr3wuN3yorpjVXXoNdU+5FWJVeNZFJheYhk6CjOWGlCHpxVQbvpzymoBvTt94JlBYA024YtWMjIjoRmpubZZvu1157TVanmDBhgmzvvWDBgv4x5/333y+D/b29vbI92W9/+1tMnDix/zF6enrwla98Bf/5z3/kuPSjH/0ofvGLX8hJbEpPrk6DC+pKZED6g3ZrRi0ZxXhHBI9mlvaFgMpNOtkmb7QmiUWrw+FWH4rHrFHJgHgiOztjW8PXNT2bnR1rB/YZDAaxtd0mq6SIZ1Zk0MhWUGIiVrShcvrTa+uZyMFuR8bhMIvbB6vXj7F5BtQPahWaDhEUFOGweOp7Uy8aGKyoaw3M7sak2+R5kt/eXwls531Yu+Q55DgOpF0BTuOP/T0Yjd/td490Y0F5Li4aW4J3D3eiquXfGVWoq275twyHHRh3K6raXkl539ayoX8LF+nV8u8Xlz+ArW3H/i0IA4UGNSYUmFFuFmPxxMT/n2uO9sAa598QUf1nXXMPzqstznrlP0ps+vTpePvtt/t/jg513XnnnXjllVfw3HPPIS8vD3fccQc+8pGP9LcBFf82XXnllSgvL5chodbWVtx0003yb9tHH32UL/tpLN3W1tkyZd5Z0BnSq1goKoUtWf8pFFs29V+nDAdQ1fYaKtrfwqa5v5bnBUabaLeYrLuj+D8t1WhK3N0aFUDPtuYshepd/iC2y88EPzxxWnyKsNiqpm5cWFcCbZxW39HYbpiIiOj0w3AYIINhrA5CRESnu6amJlmR62Tldrvx3e9+Fy+88II8qSnMmjUL27dvx09+8hMZDhMnOn0+n5xwjK4eJtr3iNsE8XXjxtjV/eL2yG10+ik2amV7oZEQp8z+ta8V+RoV8rQaeNw+BDQ5aKno+10UqpueixsMG1zhIN2wlmLYtR0GBLX5cBhrkeM6ksb+0hNSpX4tm8uvRFnn+0m3aS9ZjgtXXoi8eFXGAsDEhj9gQsMfsH7+n9BacXnKfW5useCS8UNb1OhVCnjEMtksO3vrlzIKhkWf7Maae09YOEyEM0TLC9FWQn2SB4KJ6NRhsVhk2Ov888+X4bCSkhIcOHAABQUDFRR+9KMf4Ze//CX++te/YuzYsbjvvvtkZZPdu3dDr+8LKdxwww1ywvqtt96SrcJvvvlmWTX273//+wl8dqemQoMWjjSDSGIMsKAiX4bBRHvmiHEFJuzsiq2Gmk0v7W/DVRPLUn4e5WlVsKbRdilfnzykYhsUcgmOsH13v7Pvll+2tvbisC02fNXq9OHlQ+2oy9Xj0nGlaLa7sbmlF8ONiDkCIfx7fxvKTFpMLjKjINIu8oPfARseBVwdgEoL1F2CxnmPYrNj5MFKjz8ow4bxQve9Hn/Gjzdnx3dG1sozSiRkFkxjfCqIEaHLcHz+5t3cZsNHJlfgwtoi7GvI7HXS+vsqxFgKz4JPUyD/hkj2nLZPf0R+L15XUaVuVlkuigw6rD/ajRZnbMCzw+VHh8uCmhy9/P8+0ULoVocnbjAsQgyv9/c4ZQUxOj5EGCzeOQur1Yo//elP8rPyggsukNeJcPbUqVPl4rqFCxfizTfflJ+3IlwmKvzMmTMHDz/8sAx1i6pkogI7ndmtrUfKHwrh1YMdMhiWboGFyQd/HRMMG/x38/wP7kRH8bnwa1P/O1Nq1MEfCsIyjICWSqGQfyfHO2swpciMvWlWyGx3+lCk16B7GJ+N2QixpUsE2JM9jDsQQkOvS44zkhHv86pVq0bcspTthomIiE4eDIeJcuY5Of2T5rm5iVcgEhEdb+IP13T/ABPbrm7sgs0/dFVQRdvrmLfznuQPsPBeYO6XU+5HrBpilcVTS6RFYuTz7mQlJgjFZXB1M5VKJat8CvPnz5crX9955x1ZaULYt2+fbJ+waNEi+bP4+oMf/AAdHR0oLS2V14kJSPEZP23atOP+vOj4mFmanTFcr5hkTTDROuXAL1LeP912PmKbhjHZCQ+9v/gVXPX2jKxNwtnNAxVeEmmqvh6TD/4SJndT3NvDUCDfsh1GX/L2OuKYF265BW8tXwFHzsSUk6VOnx9tTp9skSDaIFSYdVhSXYR3jqRuM5SpivaBVfsZsx0e+QFs+Tmw8THA1dcON6zNQ8+Mr2H3hK/C7g3IymmVOXpZXURU/LB7/VjfbIE96vc3R6PCrNJclKWoHEFElMpjjz0mx5NiMjpCBMCi/xb5+c9/jnvvvRfXXnutvO7JJ5+UE9QvvvgiPvnJT2LPnj14/fXXsWnTpv5qY6Jq7BVXXCEXAohKsZQZUfknHWKrmtyhVT5USgUm5hlwYBjVptIhRvDvHO7EpeOGhrujLa8pxEuHOlM+XokxedgrV6eOmbA9PObTqGt6ZmRjJJUeKJqKbW1Dg2HRDts80CitmFmWhy0Kq/ifYti7DIbDaHF45WVCgRGz/jEO8EZVyQ16gP3Po/jIKpgX/QOONMZuqd4nUSXq8vFl/VVEgqEw9nXbkoaHEjG7Uy9aSJfdPE5+dZnGIKjUQhVKXunOoyuFT1eE42VrqwXzKgqgnPgxhHelH4oTi0REm3Z7zmSsWPwiLl5xXtyFI+KaxvJrENTmyZ9nl+bKUKcg2ssODoZFa7J7kK93JqwK12RL3XJVhB0XlOfxHNBxIkLX4rNQBKrFeQ3REnLMmDHYsmWLPFcSXU19ypQp8rZ169bJcJj4OnPmzJjWbyKgLdpMfvjhh5g7d27cfYoWleISff6ITl2j2draFwxBb0x/UZ4i5Edd49MpK2/XHv0HDo67Vf6sVSrk4r9Wx0C4SSx6qs0zYmZJLnq9fqxo7M742P2DEleiEqk4lyCqLIrQW7rhMPERubimWC4sHA0ieNbpHnnwLJ0RyFG7O2U4TBBzAKP1O0VERETHH8NhxwY4gpg0ZjiMiE4WYoJl6dKlx7E0uFiJ2rcaNRlRMUCsGmJA7NRzMrxnDocDBw8e7P+5oaFBVgYrLCyUJzaXL1+Ob33rWzAYDLKt5IoVK+TE4k9/+lO5vWifcMstt+Cuu+6S9xGf26I1kThxKk6ICpdccokMgd14442ygkVbW5ucqBTtKdk68sxwQV0xLEGFPKEoJrSyVVMqssI/Hamqh4mWi10ly7JyXH59IQJKEzShzNv+xPPh1O+m3EZUb9g451c4b911cZ+nmNxKFQwb2BaYs/MerF78fMpt32iIDYHp1UrMKcvD1CIz9qR5QjddigxrfgyZm3OO4P145Qbg4L9jr/NaoV/3EAqaD6Jp+kPyqi6rHbuOdqI2T48G69AJPnHNO1Y7ZpXkYOyxiUSBQW8iypRo+S0mmf/rv/5Ljs+qqqrw5S9/GV/4whf6x3RizBU9cS3Gbeecc46csBbhMPFVVH6NBMMEsb1YGLBhwwZcf/31Q/bLSevkCtOcRBQTq9GBsi6XTwaQcrRqzCzPR7PTC1ec1kPZ4PSHZMCkKqcvnCaC3h92OeQYrW/C1yCDzjOKzdjVlfizXEwY1+QmDztPK85BQ1TQzVIwDz5NPnQZjOGGuPo5GcqOftxEDvS6MLUkBwpFOL2Z2TSMeeHs2GBYFKO3HYs33Ii3zl+NsHLoKd7zawuxo92G7jSqrIgqUY1WNyYUmtDh8GB9QwPm7roH17S8BhV8MvjflX8WPpj9mAw0HQ/iJfxg5g/6fz5UezMmNfwu6farz/4bjqdmhwfzAMwdNx5BhQaqcHqT+uJ/yQn1f8C22T+BqXwG8NG3gNf+G2FXR//YWjze/gl3YM/kb/Xfb3uHTS4KKDPp0JgkrBhxoNuOCQWmuOcCRCAiFZGnEP9WqE+CcwmnO/F5+cQTT2Dy5MmywuaDDz6IZcuWYdeuXfLzVVT+iq6eLoggmLhNEF+jg2GR2yO3JSICaGJfRKlolAr5749oW5gOg6cNem/q4He+dUf/9zNKclCXb5L7sHh88t+uYoO2P7hcZNBicqEJ+3pGdu5DVF49YHHhcK8bS6oGquCmEmnTKELtK5rifzaPxNh8EyweKwIjCJhnEvYjIiKiMw/DYUREJylRMez4BcPSt2bNGnlsXDVEw7F582bZjihChLyEz3zmM/JE6DPPPIN77rlHthzq6emRATFRBexLX/pS/31+9rOfyUlEUTlMTBiKicrHH388ptLYyy+/LFfIitCY+F0Vj//QQ31hCjr9iYnOcpMJ7kAveodR7SARt6ESen/qE4Bi6iQIBVQJZgXFtWvOyu7ElTVvKootm1NuF4ICyiSzlT51LiwF8VeVD7Z4001Zq1ZW3LN+WPcTJ2c3NFuwtKYQCzS5sr3PiVI2eE7leyNv8xSfaL02svZrDHoTUabq6+vx29/+Vo7dRBtwUf3rq1/9qpysFuOsyMRzvInp6InrSFXX6BZaIvCfaOKak9bJLagowGv1HSnfv8pjFSS3tFpwZFC1IKNKgSU1xfigw4oOV+IqRLlatWx1KCZTM7WnyyHDYR+0W3GoN/b+vR12fNjpwLk1hajJCchqR4OJapkLqwpStqfUqVXIUSthjwq6rVr4HC5YfRmU4WE0elz6KDD+KhzuSH98IZ7j+HwT9o5w4lqYeOBXyHfsT9l2saL9TbRUXBH3dU8nGBbR6faiwq/D5oMf4op3l0Ad9sYE/0t7N+LCFedj7YK/oqP84iH3z+/dgRl7HoIizdc61WIKEexzmfoqhwm7pt+PfNtOlHavjftY26Y/CnveTJwoqs/sBJ6Ykvb22rAH04tzMLFQhLcuBG5rx47dG+Br3QS3vgxdxUvj3m97hxWV5qGVAOPxhERAM4gOpxc7O20yBChe83KTFrqoFrOJiG1EOzYafZdffnn/97NmzZJhMXE+5B//+IdcPDdaxPmXyHmZ6MrzdOYR7YU7XF75N7Y3EJKfvQaNSoa4TRq1DGqNyzdiV2d67ahDSk3G233YaYM3EMa4AmN/qNwTCGJvtx0tdo8MqxrUqqSPpwq6oAq44VeZEVYnrzjqD4fx/tEeFGiVsPhSh6VEddJDFifGF5gwrdiM3UlC7cNRoNfg3DFFWHO0B94RhLfSqWjvH6VFAZmE0z7stMsKZqJaqVGjxOSiHIzJTb9tKREREWWO4TAiolNA+/2ASZvgxoX3wTbnLrx3JHFZ7YvfWwKjJ0UFF5UOuCPxYzidziGTPUSZOu+882RVvETKy8tj2hXFI1os/OY3v5GXRMRJ1FdffZVv0BlMnDg8nOUWSVtn/RgXrL48rUBUJBg2eNLLoy3G+vm/R09RX6W7bPlw8j1Yvr6v1WoifrUZ7y96ERetujhu2xpRneCdc99Ka3/KgAvaQDaDWMM/MRk+NvmZp8/unzZ2w1jkuhuSbmPUAkvqgDVZ6CJ5PDHoTUSZEi2+RcWvRx99VP4s2lOJaib/+7//K8Nho4WT1smJSdsyowbtruTViqaV5ODN+nY4/EM/b13BMN463IlLxpbAqFZiR4cNbS4f3P6g/IwVobCx+UZ5EVXHRHtnuy+z8L3NF8DeLseQYFiEqJCxoqkbV44vQ2WOAQ29TthEZTHRQtmsx/gCI4ya9D7nLxxbgpcPtSMy52nLm443l6/CvB3fQEnPBigQ6hufqQzAhb8GevYCW34BhPuCcaJClqd4AfYu/CO85hoUW5zy+NPVaPPg+skVIw+HhcOYtu9HaW1a3vF23HBYR5KWg4lsa7Ni+ZqrY4Jh0UScaMnmz+DFyxsQFucQjpm8/6eYtv8naS8cEO/B9qkPYs6e++PeJ6RQY8WS2Cqqar8dh6s/AbXPhjzHXijDAQRUJnQUn4tts34In64Ex1u+TiP/vhXByiPeUviv3Il5b10Agy91tZzKqVdAMailV4NqDELVY5Lez+UPoc2R/t85bzd0xoy0xWvfmubvRl2+kZP0J4ioEjZp0iRZef3iiy+Gz+dDb29vTPWw9vZ2eQ5FEF83btwY8xji9shtiYjq6qywfmYTVbo2tljQE9WWOZpouTixwISZpbmyEqEImyYLk0d49OXozZ2BfNuupNu1lQ6Ejb0h4MNuO/Z123HB2BJZ4VAEpXwi2XqM3Rc/gFxg2YIZHz6I4t7N/eEou7EOqxY+D68xeetye5zxUSJ7Om0yJDelKAelRp0M3va4/SMuGCqOWadWwqRU4rJxpdjWbk2rQmQ8osKbCAYnI0Y2H7RbMKMkX463Rouovvphu7X/5wPdDpSHVVjbbInZToxRt7RZsb/bjgvHlkLJgBgREdGoYDiMiOhk5Rs4cS6CYaZEi522PYzgmHOhN05P+FC22itQcjh54AbViwDTQMspIqJTWX1vdlosRrPmz4ZXXQh9IP32AeIUm09lxo4Zj8BuHg9LwXyMhu7iRbDmTEWefU/CbbbM+insedPw78sOYO7Ob6O69RUoQuIkpkKGxZRhPy579xyEFSocqfoYts35WcLHqm7+Z9aqhgkhRaIEdHq63D5YvZlPgCazad5vcMGaK5I+T3G+ctXtQPS58faS5dgw73eYUVaAcVGtHNP2mxIgkPlJ4M6ic7Bh3h8QVBvj3m7WKLCw1MygNxENS0VFhWzbHW3q1Kn45z//GTPxLCaixbYR4uc5c+b0b9PREVvlKhAIyGqxiSauOWmdmqj6taapG+0JJmrPqSxAp9MbNxgW7f0jXbhqYjnmlA8ED0ToJbp6g5ioW1ZTiM2tvWlNDEfb3Z280oiY993X48D0klxU5SRvH5mMqDB8zcQKbGjuQbOjL+DkMtdh9eJ/QqcMY06OD1XFlYA6auyxvC+E1e3yYV1L1CS0w4MWhyejMY+454ojsW2whyPXvg+qNFtcq30Dk64jid6L1l0NDdtg9LQm3U68Hle/PhGHa2/CobG3QOftyigYJohxa8P4L8BlGotztn4B6lDfeyXGpa2lF2HntPvhNB+rGhYOYvre/8G4w3+FJjgwxhdVYVYsfhG2vNh/m46n+RV5WN9ike3sJUURXrvkA1z92sSYYx1CbYBi1i1Dqqik/Z5l0HJsuEswxPtZbEij8o/HBrz1eWD/v2T9ZMTPFVKGHA4HDh06hBtvvBHz58+HRqPBO++8IyuoC/v27UNjY6Osli6Ir6LquvicjVTpfOutt5Cbmzvk85soIhAKYXVTt2yzmMwBi1O2d55cnIPF1YWo73Wh3uJMeb/947+Es7fdkfB2u2kcWsovjRtcWnGkU34m+ER/2xSqm1/AWdtuj/kcEt/nug7jincXoK3kQqw7+wmRDI97/0AGyS5fGLJCvajyVWjQYvmYYlnl65WDKRZlpyDGPpEKqSKsNas0d9jhsFTBsIhDvWKc04kl1QXI1aVX6S0TBy1OuejA4xp4Hru7Hah3h5IG9dY392BxdVHWj4eIiIgYDiMiOnn9ZWram+as/RZwTuIqSQfrbkFt0zNQBxP9UakALvjFMA6SiOjkZM1iO8lor166E9e+WgdVOHmFjmiaoANdBQvgikxwjZJVi57Doo03oqh3W8z1IYUKO6Y9hJbKq/p+VhuxZe6v5eXidxcjxxVb9kq0Ahp79FlUdryFVy6Jv8pXGc5uC4L6mhtG/BgZLPZNi7VgDrbN+CHm7vpOyoCYCHC7dGWoH/s5HBj3JeiUGhz1hjHDOIxqC3olkP6vVz+TYwMU9Y9gy5yfx71d/B+xui27bS+I6Mwh2tGKieho+/fvl9VahbFjx8qAl5i4joTBRGuqDRs2yFbfkYlrUfVky5YtcqJbePfdd2VVMtE+i45pfB9ofAfQ5gJzbgO0idsUi4oazXaPnJzM02tkdQaL1y9DXJVmHcblm2DWqvHS/uRhH0FMvvoCQWij2jXF+wzTq1VYWlMEm9ePrW3WhJVGopX2bEBp2xtQBd2w5U5FU9VHEFAPfV5HrC4ZDsuGc6oK5aS3CO2I0I2oolFm0iWsROEOBLG2uQf+OJPQmVYDEW2nRkq8Vuly62LbtUZoFKJlVnqPIV6V2jwjgo3PphXyUocDmHD4z6htehYuQ1VGFcO6Cs/BqsUvyJ/byy/CS1c0IN+yDTpvBywFC+DTxU4Iz//gG6g9+o+4Y+zla6/De8teg8M8HsdbtVmHgxb3QDAsyqa5j2PR5s/GrdYrwg7hy/4qq7BFy2TIKNpRbhjlduriyNceteDCuuLEoQHbUeAPotJZgl+0Pc8AC2JDcBTfN7/5TVx99dXyc7WlpQX3338/VCoVPvWpTyEvLw+33HKLbP8oWjGLwNdXvvIV+bm6cGFfRepLLrlEhsBEmOxHP/qRbNd877334vbbb2dlsJOYCGG7XJm3ax7c6WG4Gq3ulAGviD3dDkwoNEGlVMoKYuLSZHNhU2v8gLJwtOojMDsPywDxkOM2jsHas/+WMLAlqoil8wks2kiete2OhJ9D4vqKznewZP2nsGbR0M+S4QgNGiusbRpZKFwXdGBW15uATQ9MuF4G2LUqJUqN2ozD+JkS45/VR3tkBdlU7bszISrMiWDYYF534t93naGvpaSoUiuq1bJ6GBERUfaxchgR0SCiz73d55cnkMWJdNG+wh/saz0h/jA7bjyJWzwOpujaBY0y8cS4WHG7bsFfcM6WW+O0AVMAF/8eKJk1suMlIjqJjFZVfKO7SVa5yiQcJg5FtKN8+bLYSfVs82kLsWLpKyjuXoeq1pehDjhhM09EY80n4NUVD9l+6u5HhwTDoul8PThn42ew4ey/DrmttfxyhHfdk5XqYUGFCrunfx8no8N1N+FIzcexcOMtKOteCQWCCZ+zNmCXk51hZd/kmTsQku0likTvyWihELDtl0D7ZkBfBJx9N2COanNROh9oXjms461ueRG7pt4b9/0WPFHtOIiIMnHnnXdi8eLFsq3kxz/+cdm66ve//728CGIi5+tf/zoeeeQRTJw4UYbF7rvvPlRWVuK6667rrzR22WWX4Qtf+IJsR+n3+3HHHXfgk5/8pNzujHf4LeCVT8X+HbjqbqD2EuAjr4qSWEOqMezusiMQNUEpxj+TCs2YVpwzrIoYR2xuTCxMHEaLJsIiy8cU4dWD7fAmqOqh9XVj4ebPo7hnQ8z1M/Y8Itt1N1deO+Rz6rWD7TIkU5Ojx9SS3BFNDIpJzppcQ9zbej1+HLW5EQyHkaNVyyob8YJhJ4rDNHZIe/JEWiv6FgAMZtKqZXWTdJxTVSDPd+h8mU1wi+pYuY79KbeTrQxLL8YHMx6G2zi0bWJvwdy498u17Y4bDBvYvwOTD/wCW+b+MqPjjj24YMJwQiITCgz/n72zAG/rPNv/LUZbBpkZwszcFJI05W7dN+q2bt3W7VtH36DDrtvajtdhx+v+20rDcpu0TRpm5jhmBtmymKX/9by2HLGOZDlx0vd3XWrjo0Oic164n/vGDH02+75S21tt74BbnoN+/Vr4JQr0Fq/HjhX/ZW69WdYLYxFnVk0tjs75AXJzb8Qc2tHACWDn1wBLB2TKPJRV3o+uvNVJj1+cpQYmWByG0XM+OWDBqvK86CepTZtIGEa8/jFg/gfDnfo4Mens7GRCsMHBQRQUFGD16tXYt28f+zfxs5/9jDkjknOYy+XCjTfeiN/85jdj25OQ7OWXX2aCbBKNaTQaFvv83e9+l7/jk1gYRp/znj17Lts5dFiEC5FpyPm0wcocrYLkKZP/ts9N/QK6Sm5DTdvfkG09D59Eha7iW9BZejv8kvSdQoMsOPZ/MYW4kRQN7kKBYScG9GtiPi8XjbiCCYHmC4IYnW4YXckFdkqJGE5f+MC91GPG8qOfQkH/1vD7fcUNwLtex4qyPGxpHRAs4EsXp9fPXMqoqCBTkNtcLO5dFX/+YfrCJXjkqedHBGJWJ4sa53A4HA6Hk1m4OIzD4XBCRGFnDGZmjZ1s7pSqsGnQnSq0U4UGoJuG7azzKIYIRVoFq7bKj9hXasPSfqyvKcCrTQNx1xgouAab1h3CzPYnUN/x1Mgwc8V1wNqfAOrYk8gcDodzpVKoUaDNlJ4FfyIWnPgKZP7UK3Ol3kvn2GTIX8EeyZjSMjKhn4jS/jdjLncpC+GRZEHuSxwRlQyfSIZXbjjOJtEmKwGJEntX0H0TzJmtpH9LzPWkrGL5M9h8/V5ANDKB74l0WDv005EJQH+IuJCEYmWrgXdvZxP//msfg+ipxWkJ7yR+NwoMu9BZNiLE4HA4nEyxZMkSPPfcc/ja177GJppJ/PXzn/8cd9990fnxgQceYO4V9913H3MIownPTZs2Qam8OPH31FNPMUHYDTfcMDbJ/ctfjkPUcbXQuQv4z40xeoEBoG0z8ORCeO4+wibuyKXI7vXC6o6eKCRt07lBKxOJTc8PF4gJgVwaUoEm726uL2KRlMZIEVIggJUH7kHe8JGo7WReK3P5cCkKo9osjtGJ0/NGO3vM0WdhSr4wwVr44QPs3QyKy+jvbqsLZwdMMGfabnQC8MhzxqK/E0HPDufEnmglJzghFKhkKNWO/E7d5Tci0CnMPSyIsHVF2Bej4CAZ5EyWjPKel3Bszg/iRmvHPBu/F9XtT6G27W8slt0nlqO3cD0u1H0CQ7mLk25vsHtg2fcLXHfi18iyNY8td8nzcK7+c2iq/TgG85fhzWu3Q+y1Q+XshkNZDP+oY57BaMOst+6AuHNb2H6Xdm5Hr/5a9l4FCw5icaTXiIVF2TjSN/ECsT6bi42XUcxZGFs/I2zkau93gDWPTtj5XS08++yzCZ+ne+njjz/OHvEg17FXX42fKsCZXJBjWCaFYeTyqlYLvw4SYzHKAumxOsPEYZoQkVQiLFlTcGL2w5gIyno3CV63pu3JuOIwEknv7DQm3UeJWgaF9KJgn6K2hbCkNIddS20eLxNjiR2DqN28HApPjO07tgB/rIDkE11svP9At3EsKnuioPZlpsRh1Oaie0eoIxgJv84dOZhwO3re5XBAqVbD5Z38bTUOh8PhcK5EuDiMw+FwRoVhuzoGBcc/0KAydZoWFetQqRPe8T7SO4zWELEC+ZFRDAg9FhbpUJ0zsi+Kv7DLKRqiX9iOlflQSqWYna/BqcH4ogWK7lCt/haQ9X3B58zhcDhXIsXqzIvDJF47qzRNj8njRBFEEkgeT0ATkgpHD1yqkqjntq16Eet3XJeyiIkmOj3SLDTUfgoNUz49JqQKRSECXJPsLVM5ulDc/1bCdTSODhT3b0Vv0Tr2N2nDaGCUxXKd+AOw/UuxN+zaha5/vxcF73wGBzw1yJn2Vcw6/4O0BGIUCyoEi9sLjQawe7w4PWCGJxBAhVaFihTaNRwO5+3Frbfeyh7xoGsdCccSuZRQHNbTTz89QWd4BbP53oRthcDAcew8vgvDmilx1ynreo7FNmnsHSPb6GogWvUwMP09LL7OL1Bcnyr0uV9XXcCKoA72DI+9isKB7TGFYUHEAR+mNf4yqaD9pMHCHL1mFggTu5HTBLmqBWOYchRS1OSo0Ut9+JCJyiuB/fN+g+XH/zdhe6BPfw28suj3RiOTCJ5YlYU4pNctvweBfR8V5MKSCm5ZTlrbqZy9SdeR+F2Qu4fgECgOE/k9WHHoXhSHCP5JYF/W+wpK+jbh8LxfoKP8nQn3oT/za+SefTjqfSLn3XlnHkJt61+gsbeNPW/WTsf+hY/Dmj2D/T3zzKNRwjB2biQ8MGzD3NPfwvE58cdtOiwuLCjOReuwHUMC3eHGg9vng0ocMY1w8k/CNm74FxeHcThJ6OvrY25v44GEYbHioBNuI5OwfqFQ7DEcrApVMvQ7xh+nnC5C+7+Ext4ec3m+Uga9WgGJCEkLxucX56DZaMNZg5mtK9SdldpJC4pH7oV07Za88dnYwrAg1m7g8C8gWvQ5FpX93/PJI8KDkJY3VTNUmhvJFJF7ou8lOYKR8CsWFDUZ6ShWoOGOkxwOh8PhTARcHMbhcDjUKTPZx4RhNIkbr7MSye5mO9S1BVBJJYI6ged6TXGf39tih6paz6oxzw1a0LGAqmpvEvb5zPsk+99UfTY8AeD8UGyBWLVOhbIMWDKTI8BEk86gBofD4YRGHWUapbMHYkFTq9FQFOWVijjghcLZzwZdnSEiMWv2NOxc+g+sOPRhSP2OhBOXfojRWv5eNNZ/AlZt/IntIJdbGKZTSFGWpWQTyUOj7QOd+QxEAj5/Wi8oDtvbPVJ5XJOtxIIdX0m4XUnnf7H51BE4VOXon/JZ9Bauw5yz32GOZKKAH1ZNNSq7nksqvBvKiR3LFInR7sKBgZ6wwexeqxsHe01YUqzjIjEOh8O5VNgNwPCFhKvQPbas/R8YnvHNmM8vOfy/KO95IfxeTPt85b1A80uYvuy3OGNI7GJKE6K5AuKh4jHocIVNBpb3vJh0m8KBHZB5TPDIdAnXOzdkRWmWEjnKxO27hkErThnCXU0pVvHoJXBXmgh6Ku5A28CbqOr+T8x2FjmwHlzw66jlUhFwXZWeRX4KIdQwTtS5Ex6xGnK/LSPx4UGaqz6Y1nZOxUikXiL8IhlzWhNKXcufw4RhkaLFhSe+gP6CNXAlOHZl578TCugio9t11nNYv+MG7F/4B/QUb0Rtx5MJz7Gm/Wmcm/J/zK03Hi9e6B0Tuyld/SyqjWLmJ4Io1zDmNOhjwtOkeCd+/IjDudIhYdh4xWHpQOPEoQ5PyZDGuBasrtTjhYaeuKKq4BbpdPHpfpZMfOWRaqHwCrvPu+O0N2hO4PmGXhSqZRiwe2L2+ul6t7o8F681x0/tSMzIO+H0+nCs34Tbejcn32TPt4BFnxsTsAkpaqej1OjULLUkFbLkqcUrJ4JcW0mcHxptTWP85AgmFK0882N6HA6Hw+FwuDiMw+FwGC2jHSYShn3j/Xfg/NFDV8w7Yypcg6FZX0WJ1weJSARTjKpR6sDO1GdhahpxHLEoKirCREN26Dt37uQCMQ6Hk5aAVa0OwO2wx6yWJEv7oPhUKRHB7Q+ErScaHfQklwoiWD1KEy7p0lu0ftJ9kiRYS+YeRu/AjVuXjU380N99eWuwZ8WzNLoHQ+EavHRzE/SGPahteQJZ1gtQug2Qec1M0OQTK5jI6djs78GtvDIijOViEW6oHpkMpEguq9sLl88PjckgaHuKJYqkt7cRcCWOm6DJyMrO/+L8lM+yv826mdi9PDxKSW3vhN4YP4qhv2AtbNpaQee5r60PClXswdmdzXYsK9WhWDs+QTkXenM4HI4Ahs4Ju6aOOoJFUtHxr2hhWChnn8K0mpvRJLsergR2GCvKxicqaRp2pBypTeIaqdeWVBxGkBvY4pL4AiCT0xMlDLsaOLLwV2ipvgfLjnwCKmfPxc+5cBF61/0TCocWnlEnF3quSqfCrIJsyMRCJO0jkKOax9wN2R8rIYYP6YR90zcr3nfQlDUNZ6c9kMZegfbyd6O+9YmE63SV3MRc0mOhlkpgD43XDARQ25Y43pJcxKrbn8b5KSMT8pFkm88hx3IGqULvz9Ij92HXsn9C7olfOEiIAx6U9r7GPvt4SD0W5r5X3fEMcywjDHnLcL7u0+grugGZRCYOl4HR2JlTUQi1M7GTjY26GtkLqIMW9RxvJ3I4sSEnr2Gnh7k/FaoVYe6OmYYihYs0CsECsWAEcSS31hdjZ4cBQ87oMWkW8ZyGOGxuQRYr+tvbZYQvQez14bk/wYoj9wkSNPePFnHFgo112EfEV9lyCcwh8d2070qdCjsExE7Go8Vkh8vnRY5SAZm9F5KAALc198V2zdoqPTY19cGewBVUr5Jjhl6LPKWc3dtjOb3Fg4rjMkltrgZHEhTJJ6JCm05LhMPhcDgcjhC4cxiHw+GMdrwJcgybbMKwJVNyoJIPx3QHOTvl/3Bu2peAPhOO949U5nhjKCGo20gD5cVaRdpuOjRwR4Kt3bt341JAx7Hb7Zelco7D4VzZJBOwTl+4hFnak0BsRWku2sxONJsuVlXSVbRQLcecQh2LWSDIwt+pKoVXomZOTqlA+7tQfz8mGw01H8OM5t8kXIcGQUMHWenfxUM7cdtrdXjppiYmECMM+pXscTWwpCQHbp8fp/rN6LW54A0EoJKKUV/1flTv/HJC9zC6N/cUbYharnQJqy5WuhI7fBya/0tcs/edMSfibOpKHJn7EwglMrZhIuBCbw6HwxmJ6emyOtlEL7uPahUoUIdMer0VW4ASiTSOyHjGhceSToiK9nwbN9/7PuxsH4QhwnVCKhJheVluWpGSBEUXkvN1JFZNnSAHD5c8X9Bxuq1ONskZbJtF0pyiQ8ZEIMThJB2MeYuxad3hMZeoNVXF0KvlKKPJXCbA8bL2CkVJSkdFPGZXChFffjekf6we2f84zvNc/WdR2/r/IB91cKF2c1v5u3F89sMxY8SFMJwzF50lt6G856W4jjHn6z8ftVwnl2JZWQ5zHtnTOQiToQXzTn0DRQPbWQxlMnKHj8V9Tikg6jIe9C7UNP9B0LoyryWhMOyavXchx3wqbLl+aD/yhw7g2Jzvo6XqQwn3Hyl+SESkqzv9HocrP4hZDT9KuF3Rd+i/r5AHTNRzvJ3I4YRD1/LDvcMwREQ05qtkWF6aC4WA1IpYOLw+VhQ96HCzazy1Qap1aiikYvbbpn2fNljQMmxLGKlIYrX6XE1cd8FrqwrQb3Nhd+dQlBAsVf/1PKUM9Xkj143rq/VoMtrYdcfr8zOxnMcXYPc9orf0VpjPT4HOltiFNSCSon71JzFHW4DGIRtODMR3G4u8NtKRWk3CUkYS0W11w+jwpFAIHb7exroidFscTHRFRY70bJ5Sihn6LHa/C20jrSrPw7Y2w1jRYzJyVReL3BweLys+V0jEYctToSpbhQGbCx0WZ0rbkbh9yTgLFjgcDofD4cSHi8M4HA5ntONBnapQnth9Iq6jRihFGjmWx+m00EQAVTi3mexwJKjsSQQ53LzqGsCCk1+BznKOubB0lN6JhqnhA6B0+v4ElVTE9vZB3DalOK3zoI4rOXmRYGuiHX8uhTMZh8O5ukhFwHruyEEmBl5aVYR93UY4YoyAdlld6LL2o0SrwPyii24WLZV3Y0rLHwWfF8UpHpv7Qxhz5mOycXbmN1HR8xK0jthOJImQ+Z1Yu+sWbF/zKq42HB4f9nT1hQ1oW9w+HHUD7rr7Ma3pV3G37S7eGNO5y5kgEijs2MrE92i7pgpvrdnE4pCqOv8FhasfTmUx2srfg6aaj8CdZIKd2hQkjqTfwKWAC705HM7bnQGK8O0eZg6UQS4YbchRyJggS33ub0D/EUH70g/HLmJSOzqTb2xqYf25a6r0zPGnx+qE0+dHgUqOLIWMTUjTxDG5ZdIEb7ZcypxEkrmV0D1zW7shZl+3tfL9mNb4q4SiahIO+SXCRGlUBLWpuR/5Kjlm6rXhAjsSUKUihpoAcuVSzCnSYW/XkOCJ2HQIiGUwuz1MHBZEIw8f3j1rsODsYHLntiAUW52JCMkz07/KHkoHOZwFRto1aYrCQjm44FcsLrGq4xnm6hXErJ2Kw/Megzl7etQ2Vo8XGtnI+7LA8AIUWz/BotKF4hfHL6pzKZNHXSaidGCroPWsmvhusNMafxElDAtC7/28Uw+iu2hjWCylXikb+X0rpJhdkM2uCfs6h9CdxDGIRI903QgVMxjsbrTVfBRTm34DmS/8u0ZfzVXVwO7wZM0oeDuRwwm/n+7vMcR0+Bx0eLCpeQDrawriCqSDkIia9iWT0G9dhi6LAwd7hsOc0vvtbpwftI4Jw+m6MLcwm91b200OnDFYosbIKaliSWkOdEninenek4k74IyQ5IssuZSNydDjSO9wTJHW1rVbsHL/+1E4uCvm/cwpzcWOFf+CtYvuA4kdDycaNv6kKIBHooYsWeFhVvnYPzvNdhzvN4d9R3KVMiwry4UyhnCQ5iQqs1WC4iVLtQrmEDnsdGNv5yAcIdo42vOUfC1LJEkFumeQ42uhxsEE/MZRN7xijYI5m50fssZsL91UJ2zshMPhcDgcTnpwcRiHw+Ew62QVs3cOhYRhSnVycVhNQXZMdyvqhO3pGsKAww/IlVCmV2jDcCsLsX/JX8b9WVGniyqI03UPo44dd/LicDiTkUQC1kGHC8f7zBgyW/HhlXPYspvrCtFg8cQUhoXSY3XB7Boc+/vUjG+wivxc04mY6w/kLoPcMxI1YNCvQnPVh2HJmoLJyus37MfCI/ejqvv5sKCHYPRDIvJM8R0VrmSO9MevID49/StQuPpQ3fnPqOcG8lbg8Lyfx9zOoSpDv341Cg274u7bL5Kgo+yupOfnUhSMTb6m8zt58tF3QdtdAKciH2enfBF+WfzI6dXluchXK9iEIE3KU9yqkCpnLvTmcDgcwOTyYE9n7CikYZcHuzsHsW7/9wSLciT+1JwX4kHX8dKskdhgcsokMRO1dyKhdkB9ngaz9Flxr/1H+objFkHZ1RU4M+1LmHU+trOQRVM7FqWcCuR8sqtjiE1ql2iV8PhJii9K2m6ZaIxuL072GXFjbSFrd3ZYxu8wEo+gO1gsOs2OlIRhxIxzPxz3OXmk2WP/dqpKkEkCYjlzwjo79Yso6t8Cqc8BU9YMDOYvi7sNNfFJlEkT5qotH035mH2F18d9zpQ9C8PZs5BjPo10EMPPHM9kCaJXHYoi9MSJpSf3uOqOZxMfI0DrPBMWjUmugXkKKap06rHfdHm2Mqk4jNzwyE3X4vKi1WSHzeNjE/w+WRa2rnkN1+6+DQrPRWdD2vWO+4HTxe9D/k2/iRKT8HYihxNN45AVLl/8FgG1JWiMeV11Qdw2x8EuI8whMYJ0p4gnzybXLYprDBWc0b2FogDpGtFpcbCoycCoixctk48Kxuna2mG2w+T0smU1OjW0CilL5aB7dCboMDtQFBFhaXS647p3BcRS7F7xT6hsHVhw/Iss+lcU8MGQsxAXpnwGQ/nLMakQidFS9UFMbf594vXueIH972S/mRUXRDLk9ODVpn6sq9azsX6ai7C4PThrsLJYSSHQ9bwmR4PTA2acH4o+Bn2jzg1amfAwGO9N7Uf6jOh7SWKvePMMdK+h7w49IkXGU/O17DtmsLvgVV9s1wh3VeNwOBwOh5MOXBzG4XA4o4Pe5O6VKtQJrtCNDKxH0jRsw4A9cadYZe9Erukkq0o15C2DV5ZaFU460GDxzIL0xGEcDoczmYknYKVllfo8NhHx4dFlJHLptAqbZKUJkNDJqW2rXkR98x8xpeUPY3GBhtwlOD/l8+grvA6TGRpmy5ZJYAp5TUcWPs4ejICfDVS+4+VSQfuTeO3wSeMLqeWuQdS0/x3l3S9A7jHDqq5Ca+Xd6Cy9nTlfXDL8btS0/g1+qYaJq/oK1qK051VUdzwFsd8DQ/5yJpSCOEn3SCTGkfk/R0vVPahpf4rFQLrkeegoeyf69deMxWzG4vS0ryJ/6F1xJ/cbaz4Gh0rY+54O9Y2PY/a5H0DMhndHmNv7dxiz52LbNZtibkO/nQsWJ9rNjrDYaomI4k3kbHA4VpUyh8PhcIALQxTPFF+ETq6UAWtXCo5NsQVBDmUpNMlcQHVVUYtoAnFXxyCGXbHdlGhCuWHIxiYAFxaPTAaGYvd40WdL3N+lthEJpKc2Po5sawNb5pWo0Fl6J05N/3pSx8t40Lu6v8uYckzVRGN0+7G5uR831xWhz+5i791EkCWN/V3osThwoCd2/GgiFO6hcZ/T2SlfELxuRZYSxVole38oCpOcYJxJCjYIl0KP9or3CD4OiRTK9n8RqeJQFKOj9I6E65ye/nWsOPghiAPCYhkjOTLnh1h44gHIfNET8X6RlInh4rWVqf0p5DPLtpyNWjbk8mJrqwEFKhn6IqLrEnGszxQmBA1+XDZtHV658QzKO59DTceTrG8wnD0bp6d/FWJ1AWbl6SDmE/2ctykkhkmUvkDjE0FaTA4okhQom11eDNrdyA9xjiQotnprmyFq/WR3IGqjNA/bmJNgKOQkFhT0RL6eo6POXUUD21DR9R92LRpQleFM1f+gaFpsQWs60DlE0jqcXHTt1lbAe9frMItF2NU1UrQ3GZGM3kfyhw4ifzjaQZYusaIZHwSK5rPPN5YwLBS6rlMEpCPFdodCIoJepWCFAslMT2lMYEquGscHLMw9MsipAQtUUjFWludBF0ckRsIyii0dcQ8TMXfaSp2K/Z8eNpsk5u8iXmoAF5BxOBwOh5M+XBzG4XA41LGQSpjV8rkUIhNlYmBlWS6zXY6k3WTH6QFL9EZ+D2ae/wlq2p+EzGNiERvB7q5HokFr1QfYIPlETphPYMIFh8PhXDGECr6EQNfqQIhA7EL9/bhQ9yl2LfeL5TEFUjSeOdmuuVRRSgNyh3pNsVdIIfqH3hOxL744LMtyAav3vRsqV9/YMpWzBwVD+1DT+v+wa8W/4JeEVwNPBHNPfRO1rX8NE0X5RDJIAhcnxAqG9mNa469xbPb32b04GcbcBeyRCsbchdi17GksOPnVsQlywiPNwoXa+3AuhUnVVKlr+gPmnHs0SoBAf+eZT2D91hV44/q9Udvti4hCC50QpDgSqlIu0yqwLE68NuHx+ZmAgERkl3JykCrXXV4fOy4bKPf4oJJLYrbbOBwOZyLosiQXoZNrpNCrkiF3cczl56Z8HgtPfDGxyGz5t6IWkStIPGFYKDQJPCVPy2KdQjE6hUX0tZf/D3torRcg8TlhU1dnpChqsgnDQt26TxvMWFikw/5uY0bitSLZ1jGEm2oLmWOI0+eDSiqBz+/HgZ447bsk+MRySH3pu70M5i5GS/WHopaL/G5Ud/wDNW1/R5a1ER6pBl3Ft6Cn5CaUrXrPWLtgVUUutrSOX6AWCUWpFTS9hlRM3J2KQuxZ9nf4JbGLAINQQcj+RX/E3NPfgiYk2pVN6Cc7hkyPrrJ3wKKZglkNP0Jx/9ax+FVD3lKcnfolDOhXx93eJ058bkH84tjtbDpSKsIwIp5DYJDO8newRyjTc9RcGMZ520JCqtWrV2PPnj3C1he4391dQ1BKxGw8g7YhSU16EtUReq0uzBaYlHu4x4TuoQGsOfhhFAyF9x2pcMpwcjGw/J+AdPx9/LKs6H3YPMnbHdRPJbHRjvaRIr7JSmW2EgNOCXasfB7VbU9iavNvoHZ0MXGwU1sNzeqHgJl3s3XPDMR3Ng9CV2ihwjAap5qSp0GuUo4Bm0tQ7GSQLW0XXfUj7xFbWg2oz9Wwvj/d36tzVChUK9E6bMfRPlPYd5zcKMmNjARlFI0ZSlFRUcJzWLVqFUsN4AIxDofD4XDSg4vDOBzOpIEql3usTji8PmjlUmZLPJ6GPk0I0kD2gH3EBpscLsjqWjVqlx163N2dQzCkYH1NZ7W+pjDKLYPOfUvLANwx1AAqWzs2bLsGkkDs41DF6JTm30Nt78D+xX/CRFGZI2wgkcPhcK5mzg+SgFe441HMwVqRCB55tJMGOeLX67Nwoj+GSPgykSWXYG1FPuRSCZRx3CZShd4TjyyOKCgQwLLDHw0ThoWiHz6MJUf+NyORyYmYc+pB1LU+ETVJFyoMC0LODwtOPgC7qhT9CaKExsNg/nK8ee025A/uh9bewoRhfQXXJXRfywSzYwjDQtHa25A/uBeD+SvClscShkXSZXXhQLcRS0tzYz5PArJgTDe5VNB6igy5jQ053GgzO8ZEYFTd7vX7mUCfJsxjoZGKsagkB3q1IiPnwOFwOLHwBwIJXcOCWLNnIGfoYNL1aE97lv4t5nNtle/DHOtOyJspIjoGU98FzPpQTAcIoZDLdqSzCE18p4JVO3ljtjNNo3Hk/VpdkccmP5M5iqcKvfOvNvdnbH+N1R/FrKZfJF2vP3c58k1HIfGPRFVRO6a56kM4O/ULUYJ/sc+JlQc/FBapLXE7Udf+N1R1/Ru7RDJ4y9aiLlfNCvVkYhET1mUS2p1NXgA5WpOuS0c+PuPbaK96P7zS+JHbofQUb0RP0QYUDuyAxt4GtzwXs84+Cm0SJ7/gb9mcMxt7l/4NSmcfK6BwyfNZHGsy3Ip85lqsNya+dnSV3IzLRaFajun5wt5HDudqhBzDhArDlixfAYVK2FgtuTlb/SFFTxgfAYGyNIfHi3aLA8uO/1+UMCyIfvgQbti1EVuu2QKI0+/vkUt1oSZaHBaMtUwmfCLXMYt7skrIR5hdqGPn2W11olv3SZyY8wkWzUjzFuSoGUpfhtsQdG/MUciYKItcWDNJY4jDWafFCblEBHccZ1Aaa9jTOYQNFG2qVjPR1+7du5Meg9ah31es1AAOh8PhcDjJ4eIwDodz2QbLKcueqkeC43+xOrT1uWrMLdSlvH/KrKcOjjdkwJoGZBuGrCwCqTzrYqeblpEwTG1tQWn7y2PL5e5B8iqOuX/aa6T7BU1GxhOGEdfv2hhXGBZKWe+r0Bt2w6BfhUxD3csDXUZWYSaTiFmlULFazpxBrG4fmzgu1iqwtCQH4svkrJHqJAOHw+GkQ6fFNSZYEYJEJMKCwiwc6ktetbmmqgCHelOP9JkI5GIRbp1SHHaNbTImrwxtLX0Xarr/nXAdL7kWxLlXFA5sR7a1MeH2pX2boba3w66uxITg96Gu7f+lENc1Iv6ed/ohvDFB4rAgg/nL2ONSoO/fDnEMMVzk655/4qvYct124Tv2+zG1+XFUtz8Dic8Gf1YpxCsfAqa8Ayd6Lg4yr9z/Xhir70RLzb0YcHjwSlM/bqkrHJdAjIT9B7qH0BMRZ9YsoOrZ5vVjR8cQVpTmoiRGRTqHw+FkAuorqmUSFqOTCHfuDECAOMyirgXkWVFqdRLUXEPi72nPASf/DOx7BLC0j1zZsyqB5Q8Ccz4Sc5/OJE5AydbVR8RaJSJbLhmJ0Ryd9BWQIDhpEPsczM3DJ1HCoSpny+TOfsw5+13ozOfY8paqD6G94t1h29H4A7mXDNndGReHZZrz07+EmU2/hCiBSICeKTTuC1sm9VoQEEliumxNv/CLMGFY2HY+O5YduQ+v5R7CYZeHxVPNLsjCUQHt7FRprrgbiwT8xqgtREUNQoVhFzcUo7/w2rE/e4rW49bNsyH1xxZfXqj+KEy588OWOZVF7JEKDfWfhv7gPXGfN2XNQG/hOlwuKPqOw+GM0NfXl1DIsqvHCtsExRAng4awaYwgVnE2LSfRLo2FnB+yQWNrQWnvqwn3p7M2sOKsptqPp31OekXsfiKN5ZPgKBFlWSrWBpvszQwqLicxGL2m0DmKSEwuz4S8FupPd5odE/4+xROGhQrEqNiLHMfIDSwyhpXmdw510/wO4HLYce+quWz5BYMZ87k4jMPhcDictODiMA6HM+FQZzK0cW9yerCtPbYNcSSn7HZ0GIxYW6mP6yJGg60nDSbW4aA4BYq8ONg9HLdSe2ejHWur8qFTyNi5ne0ZwJJttyLHcg4O98VtbtyyAt0zPoHTMx+MWYkkpf9EVF7HE4YV9m+F3CNcKFDd8cyEiMNoasLsHpmg8Hn9ONlvwcmQ5+nsu60uPH+hD7P0WkzLH3/ch1D6bS6c6Dejf/jigPCWhg6sqCmBWnb5b1dUxcQtqzmcty8V2UpU5miQp5Th9ThW+sTMfA00cilcKUy4TiRzjj+AwIt/D7vOa0puAxb+NmGE5NGFv0TJwFYoPbEjfmg/m6+NX9UZr5o4FLqLTm38FY7N/fHYMoWzH4WGHRD7PTDmzIc5e0bS/cQ9h8E9zA0sVbS2JlxNkKuEEIGc0m0QvE+lvQvrdtwAuTdkEtc1ALz4Tvi05Zg91Du2WN17CAVDh1DQ9AwOLfg17KoK/OdkK26fUpT2fZUJw6ypTTpSNX7o8Sjq685pJWkdn8PhcIRQrVPjjCGxi6hWJ+w6ZNdNx401BXD6Asw1kYqtaDIxzBV7zkdHHgJRScWwCLyUxnIdHYkLFhahTX3Q1eW5zCFcLpHg5Qu9Ex4Lqba2oqL7ORa21Fr+PrjUpSltr7G2YM7ph1Bg2A1ZYEToY9TNhUk7DZXdz0EcuBhvlT98BHPPPIStqzfBrqliy4adbua4JiReNBky1xAU7iE4VCXwSSfAKUMkwZur38C6XetithniRSXSsumNv4RTUYDmmo+Gx0m2P5nwkPR6yrtfZKI6mhjOxPsUC9r/ouOfF7RuWfeLMcd/UoGEcq/ceBILj32BFf4FvycORRFOT/8q2iveg0zQW7Qex2Y/irmnHwr7LhKmrOnYs/TvY219ta0NOss5eCUqDOYtg18y8e6p1AJ/vqEXG2sLmVCWw3k7Q8IwetjcXtYuGHZ6WOz9dL2WOWT5RdaMHIeKnMmJ0C3Pg1N5sUAsEVQ8fKjXhHmF2WPOXOROtrdzkBX2hFLX96agfmV9yx/HJQ7rc/rQZXEwoVcoJVoFc7syxnGIJqQi4GREhOFEwwqt1XL0pCCKbTLasKA42oU+EhonnwhImEbv8WSg1+pk4jDqq4eKKCld5pjRBalKHTWJfWbIDgsGWGEmh8PhcDic1Lj8s+0cDueqhsRXq1evFmylPZkQw49pzb+FXyzD2elfDXuOBuIjncNaErhVTGn6XUrOJSpHNy43pw1WaGVSlGULjKG88AJw6MeAywToqoFrfgTkC5vUp0Hzw72mqOV3LExfFJBpyN6aqpi4QIzDuXKh6sx0IFcOEh4TWqUcd04txsGuIXSFuBYpxcDKcj1yVDL2N02CWJO4hUw0a3beCr3pSNj9h/5d0fMSil99HS/fdAEBcezugNhrR3/BWpR3vwAR/GP7oEFWq7oK21a+DI8yP/7BBYqyckyn2P8lXjuLmSzppwHni0O5bkkWTs78Ftqq7kaqKJ0XBUqpQK9V6jbDKw+Pz8okMhHguUQj1lZymxGAN4XJ5ut23xwuDAtBYu2EOOS1FX0n+K/TtCUuF9MXLsEjTz0/dh8nUUKnxZGwUpvD4XDiFTxFYrNdjNEJdcHutjgw7AoXbgSh6CB14ceBIz9M+kY3l70bvc0DWFCUjbrczIiDKIq3X+BEJq0bixn5WtZvFAI5e99YV8SKrMjBmlxIJgKt9QLW7HkXlO6BsfbLzIafwikvwM4V/4Y1K3G8pdLRg9V734Mse2NUHz7XdII9YiH3mLDs8H1465rN7G+h70s8FI4erDrwAegsZ9nfdC50ezVmz8GBhb+DXVuDTGLJmYlXNpzC0kMfQ8HQ/hBJWCDpWMb0Cz9Hc/WHmciM0NpaoSQn9iTkGw+ho+yd0Npa2N9WTU3ctmm6KKQ0skPjO8mReTMj0PBJ1Di46Hc45HdDbe+EXyyHQ10efW4SEXPVG3DEvkYko7n6I+guvom5uGZbyMVOxf7uKVrHPguNtRnzT3+DxV4G29cueR4aa+7D+frPAGmK9FNhU3M/puRqUJ+nYcWcQq6dofAiPc7Vwu6OwbB4QIvHh12dRub0XaxRoH0cAtmCge1YfOQzUHoMY/cKq6oSR+f+GIaCNUm37zA72KM2R40Z+Rq80jQQc71gpHAyNI5OSD0WeGXpFxzv76YC62FMy1NjVsFIogj141aW5+H15v64McQtptQFTzkKady2WjLWVeuZ0OpAd2rxjHSe5Jo5pzAbxdpoN2sqAiAR3ES4MJLAjkR0rabkrtuXgnjmYnuTRF4OOL3otzpRGOP943A4HA6HEx8uDuNwOBMKDaBficKwVdVAMCVjatNvcaH2EwiIFfBJ1SwGY1p+dNSAO4EFuNSb2sC3W55gwv0ScqBnGHdmKRMLopzDwF/nAtaOi8sGTwHNLwO1twLveCmplfWREGEYOXvQBO65I8mjHy4lu3fvZt/nRFbwHA5ncmNOY8BPI5NgSUkOsuQXm80kDl5Wnp+xCddMsbhYxwYRj/eZkd/1apQwLBRZwIXrtq/D1uu2RT1Hwqgb31oORRzHy+aqD8cUhsncRuYCQe4RhrzlmNb0m6TnzKJ7An5cv2MdsuytUc/LfRYsOvll5uZ1eua3kApOlbBq6UgCEE+oMIy4VMIworPinVh8/LNM9J6Is1O+JHjSXUUuYQmgNhS1pXZHf6SXDWpXuByOsDjZHouTi8M4HM6EFTxJxWKsqcjHaYOFuUyTEwdBAgkSjpFLAkQ6IHc6YDwXdz8uWS56izewf1PsHrVD4om1UqEsS4kmowxDCRw4iGqdKqwdFAo5TZ8ftMEbx7U78t5H7wO97lkF2YLEYdlyKSxur2AHEJWtHeu2XRd1z2ORge4BrNt+Ld68djus2vqY25PjyoatKyENCJsAjyTXfBJ6wx4Y9CsxHrLNZ3DDjvVRMY/0OvLMJ7F+21psWbslqdAtVchtZtfK/479veDYF1DT+WzS7UgIlmc8gqG8JezvQAJ32lCyzadx05sLxoRkDnkBWqo/zIRLmRKJUSRqQCQFIty1Yq6rKEQmCYjlsGlrwyJKqzr+ieqOZ6FydLL3u6PsLpiqPsD+nQ4irxMlPS8zESErAun8F2uHH531Paw98G4oI9ps1Fafdf4HULj6cWL2I7gUXDDa2G9/TUUeE1GEUlSUOE6TF+lxrgYO9gxhyBf7mkYJFN3W9IVh1c1/xoIzD0YVhGU52rFm/3uwd9ET6C3ZKGhfzcN29ojHsG624PMSeh9IxvkhOzy+AOaPumxZ3d64wrB0EdCEict5gwVLyvLYOEyqkEBwT5cRi4uzUanTjLU5KQ2lcxzfiWSFj/kKKV5vFe4aPtG4vT7W1gtta/bZhL3+/T3DuG1KeuM+HA6Hw+G8XeHiMA6HM6FcGLxYefnE7hNQqMY/iB0kx3gEKw/eA5kvvCqIumMD+cuxd8lfxypXY3WGbqorhOhfG4CevTEnNYN6KEnAg9tfn8X+7RGr4Km5A+r6p6K2IZcthze2EMCQvwz5pqOCX1t7+V2YDARGXb2qcxIIov4+P1wYFgoJxF7/OLDhj3E3bxiyhg15kxCNnD1oAjeUayvzoVOGDyReCqiSNdmAJYfDuTKISANOOhlJVZyFanlcgWy7yY5T/Wa4RgcnC1QyLC7NZTFLNOHaMiyHwXHpBGKVOjV6zA4W47Ls+GeTujzobA0s9ocmrkKZc/a7cYVhtM+5Z7+Ltop3wyvPZctyhk9g5rnvjcRBMkcmEXoK18MnlkPiT/z6B/SrmdtELGFYKNOaf4ee4pvGJh2FMJC/CnZVGdSOLqSCIYVjXCm0lb8b1Z3Pxv1OeCRatFe+W9C+SntHHFESQT+ZnfcDsfSRgznzsWvFvxNuX61TotWUmQFxl8OOe1fNHfc1gcPhvH1JpeCJhAzkdBNEJhFjfpEOswuy2MSXCCLoFNLwtsV7dwJPTAFc0fden1iBHSFiHeJorwkV2dFO1qky6HAjVyWDx++H1e2LEmDRPZ3cfmbpEzt/SEQBeAOpRQcRK0tzsIc5g8RnYbGORWe2mxywe30J3bqJFQfvSSiGFiOAJYc+jreufSvm8/NPfCltYViQ8p4Xxy0OW7vrtihhWCgSeLHs8Mew5drtmEgquxLfr0OR+i6K/ayaWtjUldDY2xNukz8cPkZCAr6ZDT9GzvAx7FvyRNzxnFQ5V3c/Zjb+ImHbmN7tvYv/golC6jFjzb73INd0fGwZieJIqFXT/nfsWP7vsUhSoRT0bsXqQx+IEIUEUDi0Fxt2Xpfw9da3PoHm6ntg1WZWYBgPl8+PA93DWFdTwK6RdK2kArxk0DrnegyYXqLnLu6cK5ZuixtKdfxpOLqH5imlGHKmVswm8jmihGFhz9O4wOGP44VbWjNyPe3Xr4VLlg+FJ7Ez5GDuooxGIDebHJhXpGPXgO4JiCA2udNzDSM6rS7Q6EGOUoZua3rth0O9ZpRnq1m7bkvLAMwT5EBfkaVEVbYSu7oSt71iQTGodTkqnBnMvOsrieTeaBlg42mrK0aKEE/2J45lD5JpoSCHw+FwOG8HuDiMw+FMGOcHrTgTIg4jYVioW8N4IHeS9Sc+ApnUEfNKprXug+zsF3BgcXxR0htdFtxqb4ZMkcJx/Q7Imp4FfvEC8H/hA9M1OWoMxBEBnJ7+TUxt/n3CAd4gg7mL0VO0HpOFY31m6NUKaCOqxV1eHzou7EKduT2xAOH0X4F1vwfEsavGBmLMHFOHP/K7YoYEpdy1i8PhjIN8VbgIKhFmt5c5QkYKw2hZi9HG7nGRQ4j9Dg9ebepnDl4k1FpZnosT/WYW0RDPKj+TNA7ZcHpgJOpP6k8eEUCvTGc6heHchReX+T0o6X8jyXYBbNyyHPsX/5HF5KzZexebbA1C/y7rfz0kjDI2XokKrZXvxw071gl4dUBt6/9LSRwGkRinpn8dS4/eL3gTn0iGw/N+jquNo/MfY04RJf2vh30q9Kl5pNnYdN0+wfuS+IQNyNNPRxOjjeUXW5K2B3s9yFibMRHBuFgOh8MRSl9fX0In4cgItC6Lg4mw5GIx6nLVkEliTM6q9cAne+Db+XV4T/4VUp8VPrES3cUbcWLmQ2Ni7CAkfeqzuVCSZoyO3ePDvi4jhl2eqAIq2meWTAq1XMJirkjclgzfWIhVcnwhzhrFWSosKPIzN7RYzCvMRt5o2y3o3N06bI9/pEAAOuv5pOeQYz0PlaMLDlVZ2HJydSru34LxIvPEfj1CKep9nY07JCPbegEaWwtsmszGSxLBT1QswG0Lo+taQkVGIjEaqz+KeWceSuv4pf1voKznZXSV3iFo/epsJRNVUPs9Fuenf4WJwxJBQnl7lrAo7nSYd/pbYcKwUKiQYenRT2Hb6ldS2mekMCwUIdLR6vZncWrmg7hU0OczYHehQK3Azp07o6J6m402nBywRIn76RphE8mwqHhEHMLhTIY46WQki0yNxOH1o1SrSElgtOzgx5P+1iXwobT7ZXSXCbueJkQkwv4Fj2PNgfcmPG5jzceQaY73mZh7WGg7YjIQPJtqnRrnBq1IV6t0qGcINTrNhAnDbq4rgFIqxasXegRvQy1WEuiTUJ/mBYiJEIcFGXB48GZzP3LVirj38yB0j0j3txaExxZzOBwO5+0KF4dxOJwJwePz4+ygsCqPdKjq+AdkIZWpsSjrfZXFQjiVsV2fqL9ml2RBh77UT4AGa/9zO3DXi2OLSrOUyIsXyyEW43zdpzCt6fG4HWg6n56ijTg8/2cZq5ANpabpT6hro0pYMc7VfwadAh1CaPLheL8Zq8ovxhxYXF7s7BxEZfPm5II3vwc49zQw8wPMZrvX5oTL60e+Uo5spUywa4dY0PAmh8PhJLiOpDiZcLJ/xJkjeF97vaUfLgEqr0O9JjahKpfSQFoOZhdks4nhvV3GCf14TowKw1JBFDG4qrG3RcXPxILiHlfvfy98kIYJw0Kh5fQ8uVvEckI5sPD3cCkKoHAJizTIMwp34AzSWfYOiAJ+zD77KFSu3rHlHgkJj0RjbQnWJlBVYPfSJ1N2bbhS2Lf0/0HqMmLJsc8iy9YIj1SLU9O+ioGiG1Laz7BuxE01XWzqyfH+Ukx4ZLQRh8PhJIOEYUJi5jtMdiZoCI1bpMKpIo0CK8tyowUOUiUa5nwbZ0u/LOhDcKQ5eUjRlrs6BmGNsb1nNNrq+ip9eGGQ3QBs+wLQ/BLgdQLKPGDeJ4Bl32T9XI1UIth1Qx4hNqvJ0bAJRxKFjMRxB5iYvzZHw1w4Yl2747mUKe1dgnqMtI7W1hwlDsuyNDC3tPFCrlnjob4lfoFb5OvINp+bEHFYqUbBCiKE4pTpo97PppqPQWc5h+qOZ6LWpz0ne69nnv2hIHFYvU6Noiw5ZGI3i4MfdLjgjnHqr9xwFLdsWRg1fkF/+UQKvHxj/GjX8SJ3DaK8+4WE6+QNH0Wu8SiMuQsE7XPa+R+Pe4RE7ejEpebMgAXLSiVQyqRh11IaY7pgM8ctDqBYSnJ0pgIcDmeyxkmPNwKXrrtqqZgdXyIWsThFEkPFu+8VDe4UtO/q9qcyIw4jl+3Ca3Bs5ncx7+x3YwqIz9V/VrCwNxVaTA7MLcyGbpL238g9fkGRDod7TWlt32Vxw2BP38EsETkKKROGEU7ht3aUZ6mwqHQkzjPIkiIdDval9xqFYPH6YTEnF8jHcwZPBR5bzOFwOJy3K1wcxuFcZZhcHha1MOz0sElwmpyuylEz+990cHi8rGND7k7UF6XBJ9qX1++nwlwopFQBrWHREGEV0lZn2tUyQijvfj7pOjToV9b9IppqPx53ndPTvoaVRz6a3km0vhT2J73fZH98tHcYHTFsrs/M+Aa8Ei1mXvhpWAc6ABEMuUtwZN5jsGnjDyRLxSKsrcjH7g5DSp25oq6XsPLoJ9i/g5/Q0hOfx+ITn8e25c9hWL8sfIOAD8X9b0Ftb4dHlo3+/NXoQzFsLic0pFmTKrG/28gGLmQegQJAhwHH+kxojogBkYtHqqtGJgISU5GdXmU8h8PhpIvTF4DL44VILMbLjakJiUkItrZKz0RhVCFvvITxkkSASWoT3yzoNm3WzQhfloI4me4p0hjCr1BIGNZY8QGU9b8BuWcYbpkOXSW3oan6IyP3vBQqf/2S9AaCO8rvQmfpHSga2AalsxcuhR69hddD7POgous/kPrs6C28AdasSxOrcznxKnKxd9nfx7WPnqINsCtLoHYKrzoOpbXybkwGrqsciazgcDicTENuYQfjTA6S49e29kFcV6WPes6bgs0o9cPTodPsiCkMGzsHfwCNRhuLwmT0HASeXTVS8BPE1g3seQg4/jvg3kZMzdPiYK+wiCJ9DBfXLLmUxUUJYW5BFo7EiRrSWc5AKNQvj2TRsS9gvPhFErRWvm9c+1A7ugWv681gbFcoXbYR5xqXLAfKOFHjQehbe3Tej6OfEIlwZN5P0V72ThabmGVthFeiQXfRjZhz7pGk56BxtAk610aTnT2S4VYV4blbuzDzzMOob/0Lc8v1SdU4Of3raKu+BxNJ3vARSPzJ3YD0Q3sFi8OmtPx53Oflkl8sALxUDDo9eLV5APlKKdZU6seKd5qHkzu/0HgSF4dxJlucdDIWLF0OhWqk4CzZtdTgCLnXjrYJskznsfTIJ5FlO8/6317I0VJzD07N/DZEAWFCcZ29FRKRKGOuWy21H4OteA3qT34HWlsLfBIVhnVz0Vz1IRhDXMkzCZ35ixf6mAPWqQHRpIwTrNKpoZZJcGHIht7R+6hQ6NU4UxBlC4VE9cvL8sbap6nQZnFA1i/C3MKLbbSKHDU8gQCO9Y/PJTUd6Hc0feESnDtyMCP7o9hi+q0LKfrgcDgcDudqgovDOJyriIZBK04ZwgdKDQ43zg9asKoin0UyUPVRm8k+Jl6qz1GjJCu6k2p3e7GldQCeQOLOit3rZ7bv5BK2vroAKpl0XJXMQhEysEZQzEIiektvgue4JqkLWTysbi/2dQ3B7B55vdRRJxvwm2r0OD1oRbs5XCTWMPVzaJjyGRQObGNVvk5lMXqL1sMry4p7DLlEhIVFOSjRKpgA7+YpJTjdP4zzxuSdOt3QYSYMi1VRStMJ1+17B1677gCcmnK2rKT3Ncw79c2wCd/I7jb9vVRTh4MLHodFWwchHFKuQnuEMIygit4Goz1pEEkOqwwT4YzBwkQWwYkFqjSnjjeHw+GkSo5CAqdAkRcNfqUz8fFWmwHGWG6SlwBj9izkm08mjc/xMQeti9jU1bCqq6G1t2bsXPKHj+K19UfZdfuaynwMdRthC4qoRSJYtPUsGikZfYXXh90brynPw5ttg4LOISCWorcoPL7SJ5ajtfpDuNIQ+b0o6duM4v6tbGKTBuDby98Fr/QSRSSKJDg0/5dYeeCDkPqjf0X0vkr8scWQPYXr0F28YcJPsUglRZ8jtnCRJkauq8xDtlJ4zCyHw+GkwvE4MYlBqG0waHcjXx1+HSrUKHAhRp8pXjTklhbqrweYuGp6njZqf7HoFDAxSAKyMXHYv64LF4aFYusB/rMe5e/dhcO9I25QyShOMwozSHWuNq44TKhBrB9iGHPmhS1T2Tuhs57FeDk79UtRDlqp4lCVIsueeByDoBEIQ/5yTCR7ljyJ6/bcmtChyq4sQ2/xjWHLaH2lRASHLwCDfhV7BFHb2jBXgDgsqUN5mpyZ+SB7XFqEenwJ9wIT+1ITHsQroEgXuVgE9zjEGYPOkTHH9TWF7G8hfSZah8Y0ebQkZzLFSSdDqVTihcb+tLYt63wOS4/dH3ZlkMGNqS1/RF3Ln+GRZkPhTS7Obil9F5RSMWwZGqufr9eiNv9aYMG1Yy7r8HgxLwDs7BgM6tpSQuR3o7T3NWRbLjDhc1fxzVGO3tTOeKt9iLmzH+g2TtBdYgSlCHAKOEBBhMspxebSg5IzSIy3s20QwwLdVTMNjaUvKc1h4+Z07TyWpH0ai0ajHTPys8JixmtzNSjPVuJEvxl9Njc8owYCEy3Xo2v/I089D5djpC0rpTmS+sKU7wkUQ1lUFDtlhsPhcDictwNcHMa5YrG4PDg1YIHF7WVWy5XZKhY9QP++kqG4vWGXh3X88lQySMUXG9/UkCcr9dMDZrh9ZDEN1Oo0mFGQxSqQI4VhQUjgRdERZG9MUVehjXVyBBNhGNdW5iN3tIrX4vTgjTZhEU9BvH7g9ZYB3FJfxM45U9VI8aCKJJ3lfNL1Yk1aRrJ1zWas23GDYMFZEHqF9Jojl3VZXewxJTeO3b1IjP7C69kjGflKCdZWFY5NAJzoN6HbGn6e9A2JNxB/zb7/STi8SM9dt+smvHbjSRT1v4Vlh++DOKLyTBQrvsLWhOt3bcSROT9hLjByT3xLaY+mAu3SEfFZPBJ9W5QSMabkqbG5pT/MjW7Q4cEFow2Li3NQPhr7Fus6cW7QygZAqK9IHXSKJylSK674awWHwxkfQi8BQ670B/IulzCMUDkvRijGo6vopuiFIhEaaz6K+aczN2lGEc+EzT3yflCkVmeIw+a5KZ/H0qP3J9yHD3I0V424OqikYswuyEKWQoapeWo0DAmbSJ8oaHKuuv1JlPZugl8kRUvVB9FTfJPwWeoU0FobsfLAh8LEe1Vd/8asc99nou1IAdxEQZO821e9gGmNv0ZpzysQww+fSMZee1P1R1Hf8gdUdv57THzvluWgpfJunJn25QmJzo4kVBimtTVdfMLvZ21Ui8cPbkjK4XAmArPLI8j54cygBWvU4Q6GRVplwr5dKFSgFYT6iTQeUKJRYHmsyMoQhIg5xtY5/nvAk6SIqnsvRC4TE3+TI1oiKBKOhGzjZUO1Hq+3Ro9XmLNmjLmdJ6Kz+BbWJw+lpPdVwbIcj0iJvuJ1KOl7E5LR8Qazth4NdfejveI9GC9dJbeicHB30vUGc5ciIJ5YofNw3kK0lr8X1Z3Pxnx/vGIldqyKjkukz4GEYbFwy3UZF0pNdgZzF8EnVo59X+LRr18teJ9OZSG0jo60z4kE+0O5i9PevkQrR5t5fAI1i9uHAZsLBZqRQshk0CpcGMaZrHHSsTg3aMG5zvSEYTK3MUoYFooEfogECMPoSnxuxgOk4EKmqM2/WOBsdnpwtM/EiuPSpaR3Mxac+DKU7ov39tlnH0VH6R04Mu8n8EsujvnS+C4VZV9TkY/zQ9Yxhy5K2yD300wxvyQXDUMWDDkTjwetieEES5ArIj3q8jRpR02Oh2l5GswqyB77m4qtXWk6k+3uHMK1Ea9TLpFgcUlu2JwVzZFkSoAYD7oHUPxwtlyC66sLxtwnORwOh8PhCIeLwziXHGoskmXreDjYbYwSyPQZzTjSDqyqyENuik4AarX6sg8wkIhlX5cRAyZL2MR1VbYKswuzMezwYFfnUJSI5rjVjuNdA8iSi+EkG6YE7GyO/76/ds6O9TV6qGVSvNSQfEI5HodaezGnSIchkxlOuwsux8RM2J6v/wwqO/+VcLiQKoJPTPt60n1RrNWLG86itG8zqjueYjEOWbbmcZ9jk3H8r33QOdKpMjnd2BLHHcU/TnGc0jOy31nnvhclDEsEvfcLT34Zx2c/gnmnHowZX0aRmXuW/EXwPmVMrRGAPyBirjC15GynVWJrmyFmTCktO9gzjGyFFNnMXWwEnz+AvZ1D6I+IcSNBWfA4U/I0mJanTem3T9VFk/k6wuFwkFIckz3zrv2TAnLNVLvDxcuxKDG8haMxljdXfRgzz/0Qcp81I+fjVI4MJNIk4QsNvayKNpTOsnegwLALNR3PxNzeBwn2L/kDbJrqkf14/TjYY2KVr9SuvJyUdL+MZUc+AXFIC63YsJ2d85trt8KWwahKideG1fveC7UzOm5K5rVg2eGPY9vql2HKnoVLgUk3BwcW/R4S9zDUzl5YNTUISBTsueNzvo/T078Onfk0azEYc+aGDepfCnKHj2HOmW9D1XNgbNn1uzagffaXcFT8TpRllVzS8+FwOG8PzAJF5Q5v7H4XOXYd6UtvErGHCsYGLJhTeHEyMBKtTILhJBO4tA7jXOz7cjgB4OyTyFvwaawqy8XebmPMfptKKsHCYqGioMRoFTLcVl+EI73DrCgriF1dgb6Ca1E8sC3utuRueWjRb6OWy93C3nN6aZvXHYRbkc8m7rX2NnglaliypiJTdJbdiXmnH4Q44E041rFr+X+gkQC2iZ2HxdH5j2Ewbwlmn/selO7Bsfhyioc8Mfth5nSWCl5ZTkKX0SA2VQWuFjzyXLSX34Wa9qfirmPIW8raVkI5MP83uH7vbQnXYSI9RSHUroviFPrsSHARMwo0BcYrDAtyvM+EdbWFKNYoMBgxfhMJrcPhXAlYXF681TqA8fhFTT//46QSWfGoYFkWcMa9BrQW34FMEnpOfVYndncZx7W//MF9rB8bec+jMebK7ucg9Tmwb8kTUS6oFdlqrFTnMdcqSqo4HiKazwRZcgkToL3W3A9XHLHz9VXhIv9ITE7PhIil1DSWRVX6CZgeIuCj94iKq9OFTAySQePh62sKsK3NgOFxFFgKYWqeBrNDhG8cDofD4XBSg4vDOJcUmsBbvXo19uzZM6ne+VWrVmHnzp2XTdhBg7NbWwfw9fffgfNHD12Wc7jSsGrrcaHmPkxt+UPcdTpKb4d3dEI6GQGpEl1ld7AHcefL5cwFIxFDuvAoikj8GRQOviUwNisMstsXuGru0CHksAnc1KCoB4qF2LP0b5je8DPkDx9my8k5xa8uwVuL/h8s2hmC9+fxBzC/KJu5AIYOFiYq/gqMCvEWhEw2UNRnpDAs8jhnDFZ4fIGEkyeRJLKdvtzXEQ6Hkxp6CdBjjS3iVahUk+a3XKpRoHu0GlYoidwcQ5H6Yr/+a3fdkjFhWDBiKUg8Z9Gj837KYiOnNf4KOtMpdn+hmIyu4ptwdvoDLIY51rX8ckL3zuVH7ot5r5XAhw3b12LT2u1wCBSIKe3dWHj8/5ioiawR+guuY/GNAcmI+JmcuGIJw8aO6XehvvkPODz/F7iU+OQ5sMhzopZTZPbgBMddxYPewzV772KTCaHD4GJjK2bt/zQkA6fQkfs9Frk+EXDBOIfz9kUjMPJePuoQTk5jJHpWSMTM4ZjcMeMhFQHeJLe+pmEbc9eM146p1qnD3DtjUZMz6oAttHDI7x1zPttQU4hGoxXtJgdzIKPXVaVToT5XA6U0c86RFG+0rCyP/bvL4mAFQ9QsODb7+1i75w6oQsQwQcjhcteyZ6Ncw9g+Sm7CjMafJe0/u2R5TBgWFPwY5RddM2IhEVHbJ3o5vR/tJhti1fd5ZDrmqjqz4Scx90m7Oz7rYUikEqyvK8bLDb3jEiAIob3yfeyhtrczQbpdVc7OM12aqj6EqS1/ivs8e41zvodLDTmRkJvVRLQwT8z8DrKsjdAP7Y96zqKpZQ6wqTCcv4hFxMsStNmdigJsWncExf1bkG05B59Ehe6ijXCoEzu7X0qso8KJap0KDUPWhO37+txLFKHO4YwDk8uDLTHcLVOluuNZQetJ4IVZXYsse3PYPYxGhDuKb8XRxdGCaCFobK3ItpyFT6yCIX/ZWKGPXiWFze2FSibBnnEKw4gZFx5LKIYu7duEHNMJliASJPQy0WdxZlwYRgkWJAjb1TkQUxhGhcxzCrLjJlJQzOaBnmHm6joRxG8pjrCmIi/s3DrMjoTj6pmCXLzISZbmMCjpZyIgh7jQOQMOh8PhcDhXmDjM5/Ph29/+Np588kn09vaitLQUH/7wh/HNb35zbCCL/v7rX/8att2NN96ITZs2jf09NDSEz3zmM3jppZcgFotx11134Re/+AW0Wt5pnGyQY9hkE4YRu3fvZueWrk30eNnbNQSnw3FVC8OmL1zCJtuTIRdTjIWwfZ6a9W3Y1ZWY2fDjsIlwp1yPttJ34vTsb6d9vqemfRVzzn8v7uAw9al2rHoRl4JzA5b0hGYimloXFsaQb7zoqpEqRQPb2WdBk/o0WCz3DKMwrwwNvsQVVPGgiYTQjp6QznSLyc5ElvV5GujkUvTZE1ecBmk02lCXq4E6wSQOTfCS8IuuE5P5OsLhcFJjbl1VwnvWI089PykEYho5WUKktg1N2NFg8MhdID5ORbSAWuoxI9d8ApmCnC16S24WtG53yS3scaWwfN+HkkY337j9Wjx/S3vSKMW5J76Cuva/h+2voucFlPe8gKOzHkVrzUdQ1vNy0nMq63nlkovDLikBHyo6/8PitiieqaXy/TDlRIv1yTGMhGGRFH0n+K/fjT4mBi4Y53DevuSq5MylOJmAuVirwFtthrAI6mROEMmEYQQd1mB3s5i2WBRqFKjIVrGJwliQQG1MHFa5Dujalfyg9e8Y+yf1q+YW6tiDigMvRVvK4/ONTXraNVXYtvoVJjan+wXFG/tFMnQXb2Tu4ybd7Jj7sOhmswlwqT/2+xKkteJ9KZ0bvR+LinPQZnIwgTyJB0ksR47t5JRNBUuxODf1CwiIxCy+OVTM75Ln4eTMh9Be/j+o06nZROyaqpGJ2EsBjb9kglOzvgv90AHkmaLbnPRRtpS/l40vXGqsbh8kIhG8E+BM65OqsXP5P1De/SKq25+B2tnFxIYd5e9EW8V74ZWmPoa9ddXLuGHXjZD6o8dMPBINtlyzlYkhe4vWs8dkxD9aEEhFeyvK8tj4aKzrJxUR6tUTG6PK4WSCoxmKEJT4hcU0krDq4OLfwykvwLQLv4DcPYjeonXoLH9X2qKw+ae+hsKBHWPjCW5ZDpqqP4KzU7+IAYcXm1sGmGB9vFdKhbMfBYbkMcoVXc+FicMopjrIgQmIbJyaq8HOjsG4r4/abnF0YYx93UYMCByXTgdrEtcwq8uLArViTKh2epziOaGFD4RULGZi39D480xB7ablpXkJx/A5HA6Hw+FMcnHYD3/4Q/z2t79l4q9Zs2bh0KFD+MhHPgKdTofPfvazY+tt3LgRf/nLxVgyhSJ8kOvuu+9GT08P3njjDXg8HraP++67D08//fQlfT2c1Ojr64spoqDK2fEObGlkYqyrKRz7m+KL+m0uFt1AlatFGiWroKCIuEROQJcC6lBQpXAoT+w+AYVqZEA2z7Abqw7eE7MqxCeW4cDC36G/YG3GzqdcK0en1Y3Vu+5EnoWcO6JxynKxY/XzcCjLBO9XqAuLUGFYkOaae9lDa7kAra0FTkUhfAULYUnSUUpG45RPQ+XqQ33rn6PeAxYlsXorAuKLMYYTyYBz4jqUQZcvY0gnO3UCYYPFWnU9bNRLjoh+FYrLF/7ZCf0kjS4PqxiXJ+qhxzjzdrM9zG47EvrekiNYvDjcyXAd4XA4whAq9jx35CBcDgeU6tHJ0csEXc0upBFR7FLoMaybg9wYE26hXKj9ZNSyWWceFew6KYQjc36EqxWlfzjpOhQ3WdLzGnpKb427TnXzX1Df/veYz9FnseD0NzCsmxfX6S0UCQmiaEJzEggbM01x7yYsO/QJSHBxoqS2/e+wKUrw1jWvjzm5aJkrx0XRO80drKoGdrdeunPlgnEO5+3NTH0WjvebEzpSnBu0Rrk4JIsIEoozoj8VyeJiHYtLIvflYN9LKhKhUqfCLH0Wm9hjLP8GsP+RMWewWNBL6H7lM/Bc/xtUFJaFOVVcCmHYkN2FI33hE5AOVRmOzfkBc2qSe4zMiZSEOck4NO9nWHb0k3HbQT6RHGemfw3ZCqng+FC7x88iNUNdroPU5Whw1mCNO/l8fsrn0VT9UeaaIncPwa4sQ0/xBgTEcigkIvY9I3KVcqwuz2Pu2UIEhJOFbWs2obblz5h17vtjbRwSfp+t/ywuTP38ZTkn+jVExp9nEvrsOsrfxR6ZwJY9FW+s3YYlZ7+J3P5dEPvdcMlz0Vz1EVyo+yR80iujcK1peORatLQ0l7kPtpnsaBm42N67oVqPIu4Uw7kCoDmNoSTRzUJxS7Og9Cbvbwb7gC5lIU7MeXRcx9Q5OrFqz51QRrhvUhHwjAs/Y8uPzh2JpM3E/YYKvZMVtLH13BcdymjMVyUbmdJsGMysAInE/VNyNThpsCQ8K5rLebmxjwnq6V5eolWMtXlIoD+RwjAhHO03o9Vsx8IiHRO5ecbZvJwXI8KRCgBIdNZtdbJ2U22OCrW5WvY+lGerWMx5Ju+mZVoFFpXkXGyjcjgcDofDuTLFYeQgdccdd+CWW0YcAqqrq/HMM8/gwIFwBxsSgxUXR0fJEGfPnmUuYgcPHsTixYvZsl/96le4+eab8ZOf/IS5kXEmJyQMiyUOO2MyjnsyliIGgvumitiTA2Y4xwZafThv9WJGfhaKJ4HDz1CM6DsShtF7oLK24sYT90AUu+iX6j9w/alPYMuazbBkC4/uS8SiinxU/vc9qHSfAuIcVwMjljc8hL3LL68As7L9GVR2/gcBsQQNdZ9Cb/GGkSe8fshEgGecvZCTsx9mUVhzznwXeuN++MQKNJffjda6e3EpccfKoRBIY8UHUd8R7kQSybGZD2NQvxqDOYvGYiFTIbKid4Y+Czva0xd40uB5KHlKGeyjUQNCoPiSVHAk6SV3mWw4YbDC7w9Ap5SyKvhsxaURBnI4nMwSS+x5rHcYbeaReCWXw457V41HLJtZxnMbOzTv57hh54a4EQ1WdTVaK98ftVzjaE/pOE55PmQeMyQBT9S5n5n6JbRXRR/j7cbsc48mFIfNPfNQwu3pHr56/3vQXXo78oaPJlzXop1yVQrD8gb3Y8Whe2O2ZzSuHty4ZSle3ngeAbEUantn2PP0duy8H4gcoz9X/2k28U6RX6sr8pCjHL8bBReMczgcgpyJyanh7GC08CdbLoXf74dzAkU8uUpZ0vYQFcdMzdMy9+XA6HnROEoYYilw3S+ALffH3xdzrXwJ5ufP4uVrXseamrKoyF6n1wevf8Q1K9OCsX3d8SfO/RIFnJLYY4mx6C67HUe8Fiw49VWIIyI1Tdqp2Ln8X4BYjDkFWdjdKSxKi9zCXmvuRzmb1MwNE8/R+72hRo/NLfHjxyiimVzCQslRSLGmIj/s8yJHuJvri3DWYBlz3i7XKlGsUWJrx6VxFUuH5pqPonzNl6EfdbrrNTtwoUeYGOJKI1bEaI5cytzPSUxCYgOKyyrWKFJyXHFoqrBjcewigwnB74XG3sqczlwxYt/TheJupzg97Po1NV+LMuXF34pWflmnLzgcwWQySm/78n9hw671SQu3KDLZoqkb9/EqspRYvOceiGLEMgepaX+KOYiZs2emvH+6/dHve9BxcdzAoSyCTyyHxJ9YTGVTV4SN+R7sNjInwXjum+mYDNTq1FDLZTjYYxQ0DkMOhyQCoweNW68sz2PtnWN9mXcySwej04stGXIV3dtlxG1Ti5lbaVCUdyrivT8+YGWPCq0c0/XRYrLxYnR5mbMnh8PhcDic8XNZe1crV67EH/7wBzQ0NGDq1Kk4fvw4du3ahcceeyxsvW3btqGwsBC5ubm4/vrr8cgjjyA/f6QyfO/evcjJyRkThhHr1q1j8ZL79+/HO95x0d4+iMvlYo8gZnP8ik7OpeXUgBkdlpEJ2vGQpRj5andaHMxJKJbYhip5bZrJa0OrM53G6r3vStoJpEnf+pY/4+i8n4z7mGQJrVHKoe55Pum6xYZtUNs7YA/poF0qins3Y/mhj0GMiwO2hYad8ErU2Lp6E2xZ9eMWhgXxynU4Ov+nuFzQ4CANpKfLyXk/RNHgTmTZW2N+l7oLbkBbzT3s36dmfAOr9783aac8Mi7sQt2nwpaRIHM8bz/FbIRCEZM0UDhRKKSxq44cbg82tRjCXku/3YM3Ww3QK2VYU5k/KSLnOBxOatDvNlScvqpOg/luL/Z0DmHgKnozLdnT8dbqV7H80L1QOzrH7gEUN9mvX419S/7C3AsiMWdNR7Fhu6Bj0PVx17Jn4JHlMAenov4tEPs9GMxdjObqj8SNbnq7oXL2xn/O0Qkpkk8iUCxWc9WHUN3xTML1Wqo+gEwi8rtZW9MnubwuessOfzxhm1jmd2DmmUdYpLhHnhP1PN2uIxPWpFmFYwUp+w1OFGv8WFmeXiQ2h8PhRDJdn8UEDmcHLTA5vaxfNy1Py+Lqto+jkCYZKqlYsJCCJvkihVxRdLwlaF/ZtkZMbfwltkkewC11hVBIJTjZb0aj0RbWn8qSk7ApD8qIgqCJcklLlbaqu9FZdicqO/+NvOEj8Ei07O+hvCVh0YPkvGZxCy9g6rS64Ow04JrKgrDlGrkM9E4I2RPdB/VKKeryyd0t/K5IIr9dHYNhhVJnhmw4O5RiNvllgARzPVYne01BYdvVSKQwjD7BGXotSrJUqNRFO+J12S6v80wkYo8N05t+yQo01c5utoxiMZurP4yz076UkWO0m+zIVUa77HE4mYZcj+KlAwQLPtIhk65GtpxZ8IkUkAYSXxc7S++AR54raJ9LSnRoGrJjyOUJc8uqzVFjpjYA/3ATuyclgmJxT8x+GKmwtjIfOoWUvT//Pd8zttwry0ZX8S2o7H4u7rZ+kQRt5e8JW0ZzR5mYPwpi8/hxchxCMxL4bm83pNQuuJKgV9VtcaA8W40TfSY0Dsf/7XRY3eiwxhe9pwsVjds8PkFtXPp9E0LG7A+390GlVkOvkqNALY/ahtIH+Ng/h8PhcK42Lqs47Ktf/SoTZk2fPh0SiQQ+nw+PPvooi4kMjZR85zvfiZqaGjQ1NeHrX/86brrpJiYKo216e3uZcCwUqVSKvLw89lwsvv/97+M73/nOhL8+Tmo0GW1oyNDAFdnrB+1tE3F+MDMVJuNBp4judt26aRqy5cI7FOU9LzFxmFoqHlcUxbwiHXDk14LipGgdnfm0IHFYkVrOIj3NGegk5QwdwopDH4k6R/pb5rNj/Y7r8PL60/DKM1+lcjnwjUMYFuTN6/egtvmPmHP2u2MV0E55AQ7P/xn6Q1y/BvOXY8/SJzH39IPQWc6PLacziPWdoOWHFvyKxZeF0mVxpH2uVG1VkR0uDqNqsOn5Wha9MhFURhyPoOvHawkquA1OD4vtWMEnkTmcqwINuXhMYITM5YLEWZtvOACtuQHFA2/BK1Whs+TOhPfIs9O+jCktvxfcFlh14APYes0bOD39a+wRj/yB3Vhy7NNjERV+kQwBCs0Wi2FTV+J8/WfRVXo7ILoaYwLiv5t6wx7BexnOmYcLtZ/AlObfx3x+IH8lWio/iExQ2v0y5p78BtSeEcmkD2I0V92Lk7MeAsSXtrhC5HNB6U4+wFzX9lcmDjPq5sGiqUWWrTnuuiSSzB0+iryhAxjKW8qW9drceKmhhznpTBuN6oo3MN08bEOXxckE/BQvVqNToyxLmeYr5HA4VyskvpoV4Z5AhTQTyaIY8YXjomWT4FVrW/+Ks9MewPE+E2weL4wuX0xXlVeb+lkMIk3wqWWTr2CPovhaqu9BC0aKqCIhwd+G6gK83BTfXSWU6ae/i4Lmf0MU8MOoKYF87aNA9Tqg4Xmg+UVkK1dioGAtcwmLRKFSjU1KUkt1wOnFQJcRWpkY11TqmciOnEp2tBtiRnxdCa3btyZQLDmZoc9mb/cwlhUHUKYLF+EvLcvD8w29k+bzE3vtWHXwQygY2hu2XOEZwowLjyHbcg77F/9p3Me5mPjA4UwcNN63evVqlmiTaUhgQmIrcpXKBC/e1ITbX6uFJOCO2aO0qitxauaDSfejlIpRn6PBwZ5oVyvaL/V/3P0noBBQLKx2dCEVKAY5P0SIfk1FLnZ0GMPGHwoNO6B0x74XNNR/Bg51OSY7qQjDyAGLnEWvJM4MjMShJxKGXW5ahm04bbCMJbCQjp4c4ebSfFcch7+1MxO77q1atYqlD3CBGIfD4XCuJi6rOOyf//wnnnrqKTz99NOYNWsWjh07hs9//vMsCvKee0YGYd773veOrT9nzhzMnTsXdXV1zE3shhtuSOu4X/va1/CFL3xh7G8SqFVUTKz7kdXtRa/NxSYeyUK3QB03J/Cqwuv3Y0ebAcOjDWRnSFWOy+eDJqRjlilhGA2SdZrt2N/lSlpFmqnOWjp4fX5saRtg1SmRSCIiDJIh9drG4itSsZ8PpTZbhSqdGq5z/4mXJhmFP4bjSCzkEjEWl+bilcY+jJfVBz6QcMKaxE+Lj30G+5b+FVcDmfqGNtd+nD2SMaBfjS1r30Ke8RA0tna4ZTo22LD4+P8h13QcooAPAUgwlDMfR+f+KGacqSvNGEwSac0rzB6zqTbY3axjZyLraLGIPU+TDKEW5OOFjtQybEdtrhoa2cVbIjkIJaPH5s6IeI/D4Vx+yKXAdhVPRlizp6Ixe6qgdX1SNRMQq9zCfNRUrn4sO/gR5kJmV5XBpqlFW8V74FBdjHZfduDDKO1/Pez+LQ6MDjz7gBzLOSw7+in0tz+JXcv/AYgm30RxLAy6+SgwHUu6XntptJNxkCLDjpSOeXLmQ7Bo61Hf/EdkWxvYMqeiEC2V72cCO4rQSscdTOEegleiYRPT849+FrVd/w5bRwI/prT9CXVtf8bm6/enPEBf2LMJS49/jrVZSRTYVXITTs5+NEpgHguVs0eQWFESrKoXiVgs+NKj4c6moYgQYBXq9KBq9QMLH2ffYXKePT1oZY88Jbnb6MMiwCgOfnfnUFgfIhgnUmJRYLZu/NGUQnB5fawIhqr+xaA2khI1OZqwc+VwOJMTGWXLTQBysQiLS3JQqMmwUNUn3MlJ7hmZ7O2yupL2Y3eN9reoOGi6XsviD68UaNKx3+HG7fVFeK25DzGGdBhTz/0EMy88hjWPA3tag0vpdd8ZseY/4x5r+sIleOSp56MmJa0eP7a1DWBjXTHrM8cShnGuDPb3mvDOCHEYfd631hexMbTJ0EOpb30iShgWSmnvq8gf3I/B/GXjOg4JWAgaO28xXhwjfq2xD7VF+ZiSqxlLiuBw0oUcw4QKw0gYQs5BQpGMuoSeMqQ3Nh+FWIwXb2lFTfMTmHPuUUj8DtYvouSMlsq7Wf/PrUjsfCwTAUtLcrCjI/Y4JzlOvtzYh3pVDmaJZBAHEo+5uuR5Kb0EGiN+vbkPMwuyUZ6lgl6thEYqHht/sWmqsWPl85h7+iEUDWyDaPSqZ1eWoKHuUyx++GqjPEuJtgkuFsg0Vq8Ph3rHF5mpsTYjb/gY/GIJBvJXJ/3uRjrjUjx5PPZ0DrJir1CCYrZ2swO3ThmJQXb5/Dg86GDtq3NHDiY97u7du9k1IzR9gMPhcDicK53L2qP68pe/zNzDggIwEn+1tbUxZ6+gOCyS2tpa6PV6NDY2MnFYcXEx+vvDq/W8Xi+GhobYc7FQKBTscSnwUIOj14Rua7jVLXV3y7OVmFeQjYBIxKpKrjYF+r7OIXQnsITf1DSAa+qkkEskMNhdzFkqE9AgmXV48jewX44Y5JGMCrzSwStWsEmh8QhVms0OtJgdmCmrwzRsS7o+HcmQt1zQvjVyKRQSMcq0CjZQnC4y9xBk3uQxsNSZTBWyt56aq8W5IWtYBcnblaHcxewRZPvqlyf8mDSfGYzHoGrzpohqJKPTw75HWpkEVk9mrhf0Pb5gtKHFZMfKslzoR4W7fXZhEQ5twzYUKa6uazeH83aDJh8O90ZHUL+d2b3sWazbKbwIQz98JOzv6Rcew9mpX8T5KZ9HVetfo4Rh8Sgc3INZZx7F6VnfEn6yAT/mH/8SynpeZoKfwZxF2L/kCfilEx+DuGfFv3DbpqkQJ5gCJ4eqYwniqRUuYSI85rI2Smvl3eyhsneyyEcS5QXEshTPHpC7BjG98Reo7PwX5B4TO8agbgH0psNxt6HXuuGtVXht3RHBg7m3bJoORVj7zY/KnpdQ0fMS9iz+G/qK10W8WB8ThJEY3akqgUtRENfFNJyLa1AEmNRnw+wzD0OepO1Y1vsK5pwpwonZj4QtH3J68cKFXqwpz0OBRsHa2Xu7jHGLS3qsLthsE+9KfNZgwdkIN9XhAQ9ODVhwTWV+8og4DodzWSlUK1ifhian0oX6QxTRRAWINOaUpZChMEYUTkaQaQHXRYePxFx0uEolimlPpxGLi3WojBDITGYsLi+b5F5VlodtMSbcp5z/OWY1PgbqVl4UhqUOTVy6HI6xGORQ7N4AeixOnB2c/NGRnMQYrE7oteECSZlEjJtHBWKXVfvn96Om7e9Jf/mzzz2C7ateGtehqGCV2lt7uobQESKuIfFKq8nOnBdXlOWiMDIrnMNJk76+voSij3Qi5ShSmgpbW0yZm5toqb2XPaReK3uQQIsKW4RA9bu74gjDgtA1ptmpQG7xRpZOkoj28nchnbmaA93D6MmKHQdp1dZhz7InWf82y9oIr1SNodxFV0zRWCqQyGlKvuaKE4eNB5WjCwtPfAmFAzvYmA3hE8vRUfZOHJ/9CHwSNbuPJLrX1eZo4v4Wu82OKGFYKHQP2d5mwNoqPVqH7UywSMJ7al/FgtJLypUiFBUVpfhKORwOh8O5Mris4jBSXYsjstgpKtLvjz9I1tnZicHBQZSUlLC/V6xYgeHhYRw+fBiLFi1iy7Zu3cr2sWzZ+CqWxgM5YVE+PVVDDsVxuWmw29HQO9I4p3ehWCvHnEIds4UP7qPd5MCAw8UEE1QhRUIq6SUQktFAF1UfGhzuMVtkqkanCi23z49Buws2tw9KmQQlWmVUlfrJPhOaY3SCXI5wsceBGHbGlwv6vC4VR3uMsNvDRVIzD1x0s0sVW/XtWFScgzeahcUaxKKw+3VUdz4NjzRb0ATcoG4hcxdJBu2nWqdmsTvjdWWp6vy3oMnlZFVOsSjSKFChU7EHuUIc7DZe1S4yk5FWkwNZcimkYnGUMCwITaJMhFkXfT/3dRmxsa4Q1hSswPscLhQprpwqdw6HE02P1TmhESYU+UzOh+cy5JB6KTDrZqCr+GaU9b6a1vbk4jnr/I+YqGfO2YcF3buD1LX/DadnflNQvGR5+7+w5MTnwvZfMrgDd2yqR0vZe3Bswc8w0bFTr607hhu3LoPUHz3I7YcIr69N7AzmVAgbcDxX9+moZeOJ1yBR2trdd0JrbxlbRlXaiYRhQSQBD4u2PD3j60nXvfGNRRHCsIvQ57by0Ifw8obT8MhzIfLTfn/HYsnUzm62jk+sQEfpHUy4Fqwij4dDURj2NwnoOsregar2ZzDv9EMJt69uf5q5jXnkOVHP7ewcQlWWElKJKKmYo9/myYhgtd/ugsvrZ/3CUMEH9Q0jhWFj25GYv30Qt9QXMddechczuTysXUXO1VdbIRKHk0lo7IXGp8YzVkDjJNSHDC0ykbFb2ch0l05BYypq5hZBk07H+5MXPcWbVFxZngeFVMKEFBOJyelG64wHMe+YsLEKq7oq7WMd6zejJEsJ2eGfASf/BMg0wOpHgZob425DRYaXC7oWB/w+nDM6Yn6fak79CPSNCp2r7HuICueS73vH8mfRq5yJe1fNjTmOFho3ubdbqHAvPpmMQOOkx3mjLUocRtD9fEVZDvZ0Xb5CFpnPAo2jI+l6Gts4VJCjnOg3sTYLObKGEvob2NFox/rawrHCwv5uo7QAAQAASURBVHQFPBwOQcKwiXAEWlCcgyl5GmxtjR35my5eqZY9UoEOHxAoIjs35XMo7t8CqS92m6iv4FoM5gsrFI9FLGFYZP/2SoiQHA/T87TICkmuyAS5w8dQ1/InFPdvZX1qY84CNFd/GN0lN+NyQwVp1+x5Z9R9ROJ3o7rjWajtHWi6/r+YotfFLcQq1SrY7ykWJCg+3Jd8fnHQ6QmLd6d7RizhPTHkE2Oa5sopWOBwOBwO54oSh91222149NFHUVlZyWIljx49isceewz33nsve95qteI73/kO7rrrLuYC1tTUhAceeAD19fW48caRAaIZM2Zg48aN+PjHP47f/e538Hg8+PSnP83cyCie8mrLrudkPnohyJVaDUCdwpxbnmAROtY0JreLul/DiiMfhzhkwixZp5FcMHasek7Q/mngWy2ToNFow/BoQzxd5G5hA59+pFFZFNL5IMeFNZV6bG7uv7wVmpMUqnSnAeRMuXeF0jhkg1SSWBBAsR2UxpJmemXCSqIOszOl76lKcvVVsXE4bzfMrolzi6RWxsa6kfYFiTxODJhjClypOTLZ5uQOLfglAsfEKO9J3zlyauOv4w4sx4PWV9vaYNfWJFwvy3QuShgWhJbVdP0DVk01Gqd+DhOJS1mAF29uRlHvG5jZ8COonL0sgrm56h6cnf6VpNu3V/wPqiIiHCNxyvJxbsZXM3jWwOyzj4QJw1KltvUvScVhMpcRaldPwnXos1q1773YvvoVrDh0L5uMCEXid6G6859wSXVQeBMP+h6b88OoZVSFTG3lZMIyEvcVGnagq/T2mM+3JZnIyFThSbvJjrODFjhDZpFUUhFm6rNRnq3CgdY+1l5JxN7mLhgdHthHG0pBAUG1ToWFxdHiNw7n7U4mxm8MNid2dEb3VUfiBkd+i1R4R49OiwLLSnPhCwRw1mBl/w9tD2ikElhi9LPoejlTr0VdrjZMFBGk3+ZCm8kOh9fPBCWVOhVKNIq0BRN9Vgd2dw1DVHoXpp7+LlSe5OKU09O/hnTJ79oMyYsfDl/4343s3XO+7yhQMJsJ4sQiEZsIpDYVvd7LSaQwjL5LTrsd337verzrQvT6JAwTYng0t/v/wTjr12N/B0ViodTMmIWHn3yeTWyOVxTDxWFpEvChrOcV1LQ/Ca21CV5pFjpLb0NL5QfhUoYL1pNBotIXGnpRMjoBnqu8qCIs1qpQprGjK4ErSqZQSkTQymVjhcJBdxcaAwy6vcQjIBr/FIPB4WGPSGL9BiKj/3bu3MkFYpxJBf2WrqnUY0fHICtIvVykcmRz9kzsXvYUFh37PLT2tpB9iNFZejuOzP0J+1vitUPp6odHlgW3XHg0IAc42m9m7TQqIrRnoEixsuOfWHjii6xAL0jh4C72aK78II7Nje4jX0rqW/+cUGBcOLgbea2/grTyYdxQXYDmYRu6LE72m6EC8tocNcqylDGv7w1DVjQMWgUL3M8MmOFJYEoSxC1gHQ6Hw+FwrmQuqzjsV7/6FR588EF86lOfYtGQJOb6xCc+gW9961tjLmInTpzAX//6V+YORs9v2LABDz/8cFgs5FNPPcUEYRQzSU5kJCb75S9/eUVk179doVxvmqi43CyoKGSDCJQfPllYVQ2oBVSTUrO3s/hWHF34c6yDDK+fTzz5FouC/m1YeeSjUROriYYW/RBjG0UMJokvohz4aXlaVOeo0W1x4tRAepXRoTiVwgR8Q7kLU953AzlViYDZhTr2NwnabqwtxKZxuLFdjdA8xM11haxTRjGPB7rIYS1zIjEHOXIIiFjJtDAsSLfFHnMwMh7FWVTdm3mRHIfDuXREup9mktDxq1rJIGpUbeiUVqDLr2PuQDkKGeqpAjIQwLb2wQkR3aYLiWoOLPoDNDtuRK75ZFr7CB1QTgVJDBeuSFYcuDthe4Wem9PwowkXhwXpK17PHqkyoF+D3oLrUTywNebzXoka29ak5+AWD5nbiPLuF8e3D58NYp8Tfkl898w5J78uyDWOvl9Vnf+IEoaFQsIwlywXCk/sQoHO4pvRW7wh5nNUlSwEscD1hDJZCk+o30WxGeTQanH5sLaKT+BwOOmO39DYATnURAqCYgnD4kERtBeGbJiWr0WNTo0Oi4M5mFIBDsUUKqRi1kY43mdi/S2aQJyWn4WCOIMEtO7+biPbbyjdVifyVTKsLMtj8XSpQPskYRh7fWIZNq87jDteq08oDunVX4Pu0tuQDgV9b2Hl4Q/HFXwrnlmAV9cdh1dVgDKtkgngQsUrkwH6Hnzj/Xfg/NFD4xrnIbIsDWy8jK7fFCsZi5azp/GBRVPGrvHjEYipZJKMTFC/nRD5vVh2+OMo7dscsrQHMxt+itrW/4fdy56BSTc7pX2SULTT4mST4ktKcpgoPIhKLg23oYtDlvks5px9BDrzGQREEvQWXo8z078iSLwhEYnYxDyJMHusDuwdvQb4JSr0F1yDooHtCbfvLRQeSS+EZL+BUGhMl67lE+EAxeGMhxyljMVA7+4YhHOiBjIzzGDeMrx+3R4UDmyHznwaPokSPUU3Mkcv3fBxLDnyKWTZW8ZiAI26eTg569tsO44w9vcM48aaAmxuGRjXW6a2t7O4xlBhWCi17X+HIX85Osvecdk+mqqOfyRdp7/9IPQ+P5uLmV2QzR7JOGuwxHXUjge5+dN8VTKErMPhcDgczpXMZRWHZWVl4ec//zl7xEKlUmHz5tCOdmzy8vLw9NNPYzLS+R0llEo5uktvRWPd/8KhHInDzDR1OaoxUUsolKN9YcgaNtBToJaxRla2IlzcY/V4sbN9EO5xdFZm66mKVcwiARIRrGC/XNDA60x9Fot1oOqy0AgJqkxweH2sejIY8dk4aEGj0c4qEeQSERYUZaNQm564zen1YXNzdON/7qlvoobsdOXhk8mR0KfTVP5+nJjzfUAy8hluajGkdS7LD30k6aSdR6xi0U7UGewsvQPnpn4Bbnle1HpUlbywWMci+WiiXaeQss+YqnkP92YmPpSqlOacfojFGSV6f/Ys+Vta+28w2lGapUSeSjEW2cEJh74vwd8u2f3TZEUmxWGXmz67cGEYXR2K1IqEETQcDmfyU6pV4tSAZUL2XahWAOf+CWz7P8DWza6hFfTQ1QIb/ggUXD+27obaQgzYRyaMycHQKUAoeyk4NeMbWLP/vWlvLySqOnx9MSzaKUnX0yRxpAruTWnvglNdhsnMvsV/xPxT30Bl53/CorGHdPNxeP7PYVfTtyZzaG0tzJFrPPhFkoTCMCLb1ix4fzVtf0+6jkeWzaqfp7T+iTnM0XfLJdfjzNQvobX6Q3G3G86eJegcTALXy9RE5qWCzsXlcDB3mUGnG/02Jwo1PBKbw4lFX19fQnFBrOiyo32px701D9sxNU/DRFu1OdHHI3csiqQSwsl+c5QwLMigw8P64svLcpngi6K0Le6RsQ5yYQiOd5DzAo0djbg0SKCNiDsicciLG87jpq1LIPOawu7rdC2+UPUxnJrzXbb8uio9Go1WtJuFOy4uP3RvwrYC9cpvenMRXri5ER0T02QbN3SdDRWGzS8Fdt5/sQ2UbJwnFK8si33PSPRF+40UoT34gTuZOCx4jTcPDUKhUqc91mZyTpyL7tXKtMZfRAjDLqJ0D2L5oY9i8/V7AFHqE8z0mzrUOwy9Ws5+ox6fHzJx8rEpGlOsa30i7LdU2/4kqtufwf5Fv0dPgngxirudX6Rj4zsEjeuF0lD7vygc2BFXIErtwpMzHkQmifcbIMgNdV6Rjrm0ThYxPuftBXOK9PrZ/ZpE3YnQKWRwjVMYRuOvJBi/ZIhE6C+8lj2C1DQ/gflnvhl2jaF/55mOY82ed2D/4ifQU7zx0p3jFY7L68M1FXnY0TGU9j6oDy0OJL6H17X+BYaqu7CiLJfNEdK8H0X3CvlGBgWA40Hp7BWwTh/2dg1hbaVe0D5dXn/KwrAgNgEFmdUstv3KEHNyOBwOh3PFicOuSsh29HcXJ3BypE5oJE7k9z2NWX1PY9eyf8BQsCbjh+1yA3UiKfQ0CTnK+UErzlu9gFyJEEdy0FjaoUEnrq3UIksx8hUYtLuxu88MsUKF8UwVdLuBOQVaKOm4k5RZ+ixm004DLM1GGwuZIet2m9uLo33msEZiaCNYpFQh+DYeHfZAPOzB+poCaKiCT6Ao7M2WARYFEyvTvGHxjzCr/9mkE6iDuUtwYv6IjfN4UNk7IBUwMUjuHc/f2pV0vUXFOZBLxazKMIjX78fxJELBVCBRWkP9/ZhxIbaglD6ro7N+AJ88WigplB3tQ5iSp0WVToWjGRK1jReFsx+Fhu2Qu4cxmLsYw7kLLtu5aCO+77kqGYyuzA5QXCmxFkvLcnlsAYdzFUDXNZogpSr9TDOj7zlg28einzA1A/9aB9z5IlB369jiArWCPRweHza39E+KqMmBgmvQWv5uFu2XKn6RFEO6OdAPHxV+vPwVgDgzXRRqU+mH9qJT/S5MZmjS/ci8x1gcV9HANoh9bgzr5mA4J3GETqrMGBUitJrHLwwyCKgMH86dhzyLMNe5bPNZQYPGZ2d8lT3IsSMgErMChmQYcxfCqJuDXFP8czHkLoE5e0byE2URE15ALE95IvNS43LYY8YwHek2YuOUiSlY4nCudEgYlqrzTIcp9fYDFaPZPT7BYwmJJhabyAE7AeQgRuMeNInmChGen+g3o1AlR1+EA5fT4cdADCdln1yLlzeehcbSgJkNj0HqtaG7cB3aqj8AhVSKBfnkGq5h10EqxKN2lZC58GzTaUgDAsYl4MWyI5/C/sV/wmRn0z++jQ3t3xYsBovEI9ViwfEvo6doA3qLboi61/34v68zQVjwGh96rU/HScwbEm3KSY7I70FtW+KCRIrQKu3djO4EgqxEUB+gZdgOt8+PNpMj6WdU1fZ0lDAsiBg+LD98H1694RBcquKY25Nj2ZRcDeSqkfZNm9kR1R84OudHmH/qa1FCBJc8DwcWPA7vOMbh4kHf41jjp1UFudBwoTtHIA6Pl4mj6ftEDp3jgWKNzw1a0GS0IZgCn6OQModPGlOIBY2Nj+cqm6eQYFV5HruHnxyILwifSNS2tihhWCh0l1py6D5Ysmcg29rAXi8VfO1c+jS8SmGCn7cbfTY3pum149pHvjG2W2koecYjmB5oQ+6+n2AptQ1m3YPe3FrsGXWHjMfG2gIc7BlmhQbjwaUoYBGkidfRs+NQ25jcw5LRaRlfX5vMAMiFNh4Wpxt6beLEHA6Hw+FwrmS4OCzTPLUEcBnjNpTX7H8PXrypkUX1xGNKw68xvfExFm3iEynQUvVBNlmRP3wYXqkWzVX3wK6pitru9IAZa6sKxoRIZwfjl1SS8OK0wYzlZXms2mVX5yAyATmUkTVuJqD3K9OeGSQ6qdGp8HpTH+whI5Un4rRRE3Xe6NzI/veGaj2rAkoEDei82pQknlAsxempD2BWw4/idrYCEOH4rO8gE+Qajwpy8kgUHRGkTKtAAAFWjUxVU6EDTFR9nEnOTnsAfrECU5t+A5n34nfcJcvD0bk/SnvwLfRzPT9kZY/LjdLRg0XHP49Cw66wz8Epz8fxWY+gq+yOS35Oswuywv4m9z2qfM8kV4IwbH5hNkq03HWDw7laWFSsY/ertgw6Ac7Va5H76v8mWCMAvPoB4DPDMeN9ZuZpcSrNashMc2T+zzGUuxjTL/wMaueIY9eYeD7BdhQ/cWz2o7hpy+KkFa2ER6LBwQW/QSaxqzLrujWR0MBpe/n/TNj+zw7ZUKSWwa6bCau6Ku3YT2qPUps1Gadmfgs17U8mbW/alOVQufqSHzdENBj6byEcnvczrNn7PzFjKZ1yPY7MS1x4Udf8J0xr/CUUbgN7PV6xEl0lt+LwvMeixIzxJjInS//IzhK8AzC5PZBAxIqFQtvv8aAJKZ/fz1xMYq3vH3VQkIgQVizC4VztZHrMgorYzhgsTECmkoqgVymQq5JDHeHmRZCQXAixnN3pPh4pDBOCLWsqDi76XdiypSW5KNBcLFSkc11Wlos9AuI2CwZ2CnYYLel7A1cCCzseT1sYRhQN7gYGd6Om4ym4ZDnMGd2YtzjsPpOdlx/TqTLULfJyU9zzGuaf+DpUnov3eLdEi46K96Cp5l7YNDW4EsmyNkLpSh4Fph/cM67xKRJ+0liiEGZc+EmSuHU/5px9GIcWPh53nbfaB3FtRR7y1IqYx22tuht9+tWsYIRiK/1iOWvrd5beikAc0fxEQHFfpdqL1xsOJxKa5yCHf7vHix1tBrj80QUUoXMp06XysHSVgMcB476fwWdqg0iZg+zFn4Y8p4K1n19v6YMjqAobZdjlZfHOU/PUmF0QLZIU0s5OxJDLh61tA1hXXYhsuRQ9uPTisJX77056r5bCi1zzxWKcXPMp3PbmXLSX3InDizLbx59I6HXO1Gtx2jCxYzFmp5t9N8SiEUFwOpDrenL8qHkhpLDr0I9RnFOPBTe/gaNmRczXv7oij7Xl6nI1GHSkP88npdfGiqsS01b+bvb/fV1G1OeqUcmcu+JjGmeROvVbE9Ew7EC26KJ5BLlUJiKWszCHw+FwOJMZLg5Ls5NBVRqtphHbfbL2nTEap4j+Iwm3pWbCyn3vx85Vz0c9J3EN4bY35kIcMrwoCTgwrfUPYetNaf4dbOoqbFmzCT7ZxU7HYIgVfLvZkbRhSa+BRGT9Npegis5LDU2M0vll8twWFunwcjKRVooc6DJifW1hwnX2dyUfFCUapn4eXokK885+J6rTRe4bBxf8Cqac+cgEdnU5MkWX1YUu68j7qpSIsahEhyKNElb3xDjInZ/yOTTWfIwNDss9RvZ76NNfkzGnkUSI/G5Mb/g56lt+D4nPiYBIgo7SO3Fk/s/SigxI5BZ23a6bY06WUkzBsqP/iyNeKxugu1SQwx59rqGQMFKvksOQxsRCaOVtae9rKO3dBInPwcSwLZXvh0OVme8oTVJm6jpC+1pamsuFYRzOVQa14agat0IpfEBHr5LBEKeKUiOVoKbxccCfZNDKbQKaXg5zDyO2tA7A5JpcLqytVR9g91uKyZH5rGPtlHixkQ5FMU7MfAguZSGL1blm9zugdnbF3I7ERuSMeWDh7+BSjhQ6QICgSOvsTLgOHUNra8bio5+FytnDnKaGdPOwe/kzCEgv/6Tp5YxPvlD7v1hw6qtx1/MHo6QjlpNAfffyZwVFMFJRC73f+abjSUVkxQNbUd3xbML1BvJXIV3M2TOxbfUrmNr4a1R0Pwepz8HEiB3ld+F83afhSNAuXnT006js+m/YeyH1O1HV9W8UDO7Gpuv3X5I2KFGZrUJrhJtHOrxwITzeQyaiSYB8JkCJHDg/bbCgJcQdgSYwKGqDnIEoforcEEjIQs4mQYF/nlKGqXlaFtceC4q2PNxjgmN08pn2OSVHDaVMyirBPb4ANHIJO06xRsEH2zmTGipAI3fwVMUNsZwR3mozRMVGNQ07x46zoFg35nri9HiRwPTgknKo24ibplx0JGoZtuJkn7D8R49cWHwmQdHLCmcfXMqiSTdGGCo2yGQUkcIzjGv2vANbrt0Ka0jsdqRTZahbZPi5IO24yfGw4NgXUN0Z7Yyv8FlR3/pnVLc9if1LnkBf4XUp7TdLJobFM0m++BkotEyEUGEYjaeoBMR2FQ1sT7rOto4h3D6lCGopjcdGH9+hqcLZaV/G5UIpFbNoND4Jz0l0PV69ejX27Nkj6E1qNNrR6TKgUC3HopIcOHY9DPWp3yIvxOnIe+px9FfcjrMLfhYlDAulYYgEaX4sLskJE4TRv8c7Lmnz+Nlcz+Uiy96c1nb0LlT2PA/zhRm4MOUzSdeXeq2oafkLFG4jegqvx2DBalxKdAop5hXqWKwvXWdODUxclnWX3Y12kx0z8keEaJTwQg5bw9mzEJAIK0buL7gGBUN7E64T884/3Iiaf81F2cc70WgbmSOk7yn1NakIPPj9LdMqWewwFf+ng8zZC5XHkHAdVqyQv3LktFweHOo1sWQfutYXhhQehCJAb5YQITGv+7ovpskkiy9etWoVdu7cye9NHA6Hw7li4OKwFDG7PNjZMRRmx0+iiAtGG2Y5T2CagH3kG8Mr+xgBf5QwLB7UPKNK/5vfXIJXNpyAP6TBGHRuIhvWZFAziCxUqdE1GZmWp2WVAMliEoQypyALDRPgwGHx+DDocCN/dDLFO2rzbHNTTIQEswqyMZCCcKa57hNorv04pl34BSo7/80GeehbYVNXMsesTDGcuzDuhG4oVKkaD7mjD1OafwOttQXDOfPRXvFuNrm2u9OIBUXZkJFgcoLwSTXoLLsTlxKZy4Cb31jIIi3GCHhR3fVvNkH4+todsGXVZ+RY5E6RzEVjzplvo6PsTvZeTKQrBQ1i0ATfDH24a1iQFeW52N0xhKGIiQwhqO0dWLX//ciyNY0tK+3bjKmNv8LJGQ+hqTZGHFuKXFOZjw6THY3D4x9IIbt47hjG4Vy9BO/lyVhSko0jvfEHCm1eHwYatyF2cEs4bSdfgrZkPfJHo8G3tRkmnTCM0BmPY/X+9zHngVAi2xHkqNRZdgfOTv0SHKoytozEvpvXHYTK3gmd6RQCImAwbwVyLGcg9rtgzpoOp1LIu3WRLWvewO1vzEjYjvGI1Vh84osXFwSAwuGDuHNTPVrK34tj8x9LY/L38scFZmKSt6X6Q0wwR+2NyMnLwdxF2Lvkr1Dae7DgxBdZe8SsnYaGqZ+DgWI/U2D7mtewbstKZDlaY35WDdUfRXfprbBq61HR9TyLM49XFX181ncxHmyaahyd9xMcm/N9NvHglWYldSDLH9wXJQwLhZz0Fh/7XEInjkzSZXYwsVSvLbOOAZ7AiGMIuRHMLcxmA/EeH8XbDsAdHDwP+KBy9jGnkOaAHn02F3NdpArvSGEMtQn3dRvZvupzw9upR3uG0RIxuUWbnzeG9/nMbooAcrHihGWlueN2XeBwJoo5hdk4nOKYCjkxRF7D32jph8UdfxyHxJcHuofRoXFgeVkuTg1Eu4FdLhz+AHNUkYhFeK2xF44UZsA7St+BRSe+INg9DBmKQFSIRXCN07Ga2gVOux0PfuBOtJw9Pbb8/JT/Q8GFbyBTSODD/BNfxa6V/xHkVBkrUrhmxiw8/GRqcZPpkju4D1UdzyZ0T6Mo0aWH78PmG/bDLc8TtF/a3Q01hXixYWSM7FIiEYngG/3uWbR1cLKYrMTuYQOjk90Tfm4+h7BUgICw8ZrTAxZUZKtgNvdj7plvo7j/LYgCXli09cwx1abNzJhXqn00EiiQcIEi0jmceJBjmFBhGLkvUp+K6Le7cXT337Di8MNR/V2pz4bC1mdg9YkxOO/HCfdJIpoAhlnbNXJO4lj/+IRGp/pMWFOlx/mhxC5Gk9KJq+EnicVhAR/Wv3UNtPaWsevZ1JbfwSuSY9+iP6K/eP2EnyclzdD15XDvMGtzZcklmK3PGjFWsJPBgj/lYoBk0JzcreZ/oGbfw5C5h9hr94mVsGqq0FO4Hg119yeM7G2tvJsVP8l8aXwnPBbIdz2Amet/h5lxkj+pzbCkJAd6lR1nBq2CRctBlu79UNL7Ez1/2xuz0Vl8B85M+zLsWbXsfrurcwjXV+mRo4xO6ynWytE+zmjJZEiUSixcthxH9u9Luu7u3bvZtSfVaHoOh8PhcC4XXByWAi6vD9vaBuGNMxhlMPUJEofFqh6bdv6ngoRhoZBrw+wz38WJOd8bW9ZlcbBKUqGdZcs4bVgnCmoYUse/SKNAm9kxrmjCfKUMIlEAJyew2mN7+yA7Z6lYFB6J5wBaTI6UMs/nFmSjtbsJ9Y2PQ+G/OEkit57HikP3wiHLZwNo/gw4XnQV3YTyvtfiPk+v5OCC30YtF3vt2LhlGRSekddNlA28iZkXfoLhrJnYt/T/4WhfOa6tzMfVxE1vLAoXhoVA78OG7dfguVu7x30cqvys7Phn0vWo81fe/SLaKt+HTE9wkFODzeNlg6AaecSt4uRfgIM/AGy9gEQBWd3tuHbtTzAUyEbTsA1Oj58JJpNd0UR+L1YeuDtMGBZEHPBh3plvwa6uQE/xjeN6PblKOXsUa1WsczkeyKFxyOFGnkABCYfDuXKp0ilh8F6s8KXrPFUUUwVjs8kxNkEUD7dY2H26L2seDncMYbZei/JsVVpC20vBwpNfjhooj+TgvJ+jp+Rm5hgVCxKQhzo0pSo0CsWn0GHn4iex5tAHogYcA6OxReROEQtav6bzWbhluTgz60FBgjD6f+Tk7+Uk3iSvENGY1GMGRGKcmf4VtFW8G9XtT0Nra4FHloXO0jvQr19LI8Fssnb7NZvGfa5v3rAHuuHjWHbwo1C5yNlCBEPuUlyY+hn0F1zL1jFnT8f+RX9gE8XkyhWKH2LmKudQZyYiNCCWwSMPn7CJx+yzNEGUmLLeV3EIlwaxywCJ8TxmyOU4p1mSQW+ai4Ks3Z1DWFqag5P9ZiYME/ucLM69pv0pJigkjLp5uFD7Cez03JnwHGgfpVrlmEPSoN0ZJQxLBgnEyJlsdkH2uF4bhzNRVOnUON5nGnPXSwaJG+pywtsIww53QmFYKD02F3P0M7mErX+p8Pj92NtlTEkYRtTocyBiV9rk23klarhUqYnJQ6ErkVouYS4d5F44Hqhd8I3334HzR8PvAMvrlFjR8E0mhE92/wh9xcnWJWcQ6j/HEzXT/T9WzGQQar98YNFF57GJZlU1sPN+1pxIOJ5BIrILdZ8StM+NtQU42mvKqDBsyrmfYmbzr1mxQlCM3lj9EZya/XDYehRj2DHqnEIRii2VH8SMC/GLDGyqcha5eCkgsTslDSSLcLcLdGanAt2ivjdx66GPsHGZIArjIWzYthanZnwTF+r+F5eKxUU6VEZcMzkcITyx+wQUqvjfnch+08zzFM8a/wpDRcFnpn8VbkXise4uixPDTk+YqKU2V4smo50VmKcLjRLQPmWRcw9XAJKAB9nmc6zPF4vbNk2PKXCSBtxYdege7Fz2LAwF14wt18okzCDBLsBCdc7xr6Cm8x/ss7Wqq3Bgwe9gyYl2wW41OcLuy4MOGtv2sLme8cxLJaKs+yVIj3wxPEXI74TOcp49pjX9Gj1FG3Bg4W/hl4wIGUNxKfTYv/hPzN1d6kvDXOH8P4D14VHhoRidbpaGI+R9joXOdkHQejSLWdn7Aip6X0Cv/locXvgruOX52N5mwO1Ti6PGN8qyVBD1mNLqCwv9/TCH1iefx5piDUROI/x/qIwK8bS5gaLvjP7x3J3AB66M+HMOh8PhcLg4LAWaWJxGIK5rQK+0BlTETQ2DZLzj5VL4IENjzcdxZtY3Ma05WoAjBIpfCRWHHewx4VS/BTMLYjv8hEJxH+RwNRFOQ+OFmmjUYaLITqoS2Ns1JHiwNJSabAVazJmtrE90zuPtnJHTVlm2CmV/nBN3HZVnEBu2rsSmDccwXg4s+TOy31qD7BjiHHoljVUfwUDh2rDlIp8Ht2+eHnPgiZrquZYzuG7bBmy9disahuQCh3knP9rhU5Cwrnh86LXWNv0BzXX3jetYcs8w5HEmtCPR2NvHdayoY4tFyFZIWdV3tiK6Ogd/nQsYToYvO/Vn4MzfkPfut5BXNhL51Gm240CSAfeSvteRbW1MuM6Upt+MWxwWGkGQCRqNNizl4jAO56pnflEOZEoVLC4vm9iigdigcw0N9ibjQt0nWXxdosk+t0yHnpKRa9wpgxU91vTs+iccvx855lNJVysy7ERHxbuF7TPgZ5F8KkcPXIoC9OvXJHVxisRQfD2eu7kDc099A9Wd/yLJGGzqGpya/jWsPPThhNvS5zKt5bc4O+OrTCyUysTvZCDeJC9NDFPMVJRALBBgIrDa1ieQYznLFg3p5qOx9mM4PSNz7ibxMOXMw+vrE7+PvUXr8Oq6o1h44svINR1j0d19+mtxcuY34I8jOJxosqzJI1QkfhfEXuuEnqPa2oJlRz6JHPPJsWsKTa0M6uZhz/J/witL3PeLFTE2RsAHuXsIHpmOTXgTe5pHIiLFPheWHf4oCgf3jTgZj24i7z+OWf2fgrj+HBqmfDbhsU93D7AISmJ7cx+cQhU0IZxzOlCpFLP2qVDUajWP9uBcMm6dUoxXG3vhTjAoQs58swuyUKyNjgo60peaUOnCkI3tbzKxs2Mw5TEbiiui+CZ8oh+B3xckFUi1lr9nXOdIjm2zC7PRMGTFeKV1NCYY2j6YXzoihtLInQkFUYRPJMWeJX/FQOF1kLsGcesb8cd/gtAulc7euDHIkTGTQS6XuH13KzBgpfcj9vNq+YhwTD+4L6k4jKKPb5tawv5taduJ6058DVm2ZtZuHMhfgRMzvwO7pirlc7x500wovcNhy0g8MJViLzv/gZc3NoS9jyRGsI4KO85N+Ry7J5f0RU8Eu+R52Lf4zym3ayOR+OzMQYYE/QkRidBbuA6lfYkF/eTIIgSp24wVEcKwsUMhgDlnH4ZVU4Oe4o0YD0LGCmkSnwvDOOlCwrBY7oqx0JlPM1frZG3+8u4X0Fxzb9L9kRv4zXWF6La54PL4oJZLWbLI0b5hQZF2ibi2Uo83WhM7F2Yai6Ye2bbE47fJkHuMMZfPPfG1hM5XdK1Ydvg+vLLx3Niy4LU4EWXt/8LSE58La1vobE1Yt2s9nNJcvLYx/L4Y71OZKGGYxGvDwhNfSmgWQede2vc61u66HdvWvDLWVwulv2AtXr92J2ra/47i/q1MSG7OmpZ0LIrhCr8HhtI+bMehFNunkQRSnBSi1UsM23DL63NgzpqBvYufwLY2KZaX5UE1WmxETrUdZgfkElHKvyWaF5hXkI39PfFfdygOnx8BuRLWrY+iOFmYT/ubKZ0Lh8PhcDiXk8k1mjTJIQerTEwSBRtmUngwveU3qG/9M8QC7b0jocp6kd8d1jikhsuxPjNz3aK4j3jnQBFxVBk+Xup0akzL17LYkWQuGqlAE6RtJjtzLppfpEO/zZWydfKlEoZlCnIOc/z7TkTXgoSjdvcjd+ggjHlLxi3me/O6nSjqfR2Lj/8fEyUFIGIDPbuX/B0ObXXUtssPfThpRaLSN4ypzb/BCdX44n8mE7MafirIqn/mhcfGLQ7zSjXwQwKxgCFrEhZkErLIpuhcEkEsKc5BliLkNvHiXdHCsCB+D/CvdcBnbQCJHMnBsM+cUDBZ0rc56fnojQfZhKXQqIlIKBIzSEyxWxr0TVbxBofDyThyiRj5NHsVAbVNkmHSzYFVU8smr+LRVH0vfBJ1mDvhZISuw0LugUpn4jjkIKU9r7JoZI2jc2yZU6bH6RlfS90NUyzBibk/YI8g1W1PCovXATDv1NdxbO5IPEhkAQgJaiLb/BMRy7T8wD0oHNwdds5092wvvg3dZXdgOGcOq5wVMslLjiHmocGwKnmFUonFJ76Aqs5wV9I80zEsPfpp5JhO4tTMhzAZoNiMA4v/gMlCINmE7OhnRVGLEykMW7/9OkgC4RVI9H3Rm47jts3TsHXVqzDlzo+7j1gRY5nhl6OPyceqVauwc+dOLhDjXBJIPH7rlBKYnG4WtUoOC4HRvghF0s/IzwrvV0Xg8KYmVWLXnUlWgpWKMIwEHyvL88bivPcNi9C3/iRu2HkzNM6OmPdwijw+MefRcRf5dFsdsHrGX9pY0vHc2L/7HgIKtPFdsuiToqf8Ihl6C6/D0Tk/gGs0Tpv6/sHnkyHxJe6HxouZ/PF/X79ksdjUdgrec8bcNBI4iwmNPjY6XMh67gas7QlpL/lHJs2p6Oz4rEfRXPMRwee57MA9UcKwUOReK1bsfQ/2rvjH2G/0msp85mTZYXbCJ5axSeuynpdR0/YksqxN8Mi06Cq5DS1VH4JTWST4XKp1Kgw5PMy9k8QC9S1/ZPtUO7vhE8vRXXwzGuo+BZNudtx9HJr3M2zcugdyrzluxGWvQDHX7HPfiykMC2VK8+/GJQ7TyCRYU5EHv38kOiyWKw0VLq6rLkj7GJyrFxKHdFmdsLq9MDvdTPBRn6uFdhxjfookMbFBlG6DoPXoG/1yUz8yDbnyUmT7zXUF2NE+JEgklQmOz/wuVh98v/AI6AjoPmdTxXaBrm1/Mun2dG1TOnvgVI4IhZOhMx6LEoYFoWUqrxHrtqzAmzfsxeWisuu/kHmFpdzkWk6jquOfaK36QMznnaoSnJ32AHsQ12+7Lu3PivD6/eMWhhHG7LkoHI7taJoIOned5SzWb78Wb6zdhtdcXuQopFhQrGPOr3S/FLqfLLmUuVhTe5wik8kJTtI7PJYQkPQ1ONwov/B7YSsf+TWw8NPC1uVwOBwO5zLCxWEp4PGNTBgJFYbRYEeM+cToDyHgSntYj7YLiKI7PyTSooHIqmwV2knUFjHROb8oG06BDalk9NvsmFesYw2sVlMaFrZxODd40TnpgtHGGm9XO312N5RtLwhad86pB7EjzaifVeV5ONI3DNvooGhf8Qa8UiyskrR4YJug9aran8YJmmgUjVR2XOmoQiawEyH1mnHL5hnMoWMgdwWOzfsR3MrUBrRIKEBuWRRTlAiKPOgqvX1CXP3IFWdHxyCuq9KPRAH5vUDji0lO3Akc/BGw7KtsYHptZT62tQ/GrbJKNrg99hp86Ys8s2Thk7pV2Uq0mccn7qLBaRLWkgsGuRtyOJy3HyVaBVoEtHneWvUq1m9fC5UrWjTVXPlBnJ36RVwJkEDXK1ZGxf3FijUQIgxbdvhjUYOVSo8Bi058ERKfQ1A1diKSxV+GUtL3JsiLNVkBSDCWREhsYypct2MDcq2ngBiVqDONL7GHT6xAZ+ntzBnDI8+JOckbOhkbKQSaO7sex+5pjDvzPLX59yz6aDB/Oa4GKJ57SuNvoLOchiF3GVpqP5r2vjpK70R9218SruOW5QETKA4jx7BIYVgo9LFet+c2vLTxfJjYVJkkYuxqZ/fu3bDb7dBoNJf7VDhvI3RKOW6siy0KofgjEpiIIRpzPwh1EHf5UpvgpW3IMfNKRGzrBp69DYGhw6xXu0hCopqb8daa1yCCD9Maf4UCwx6mtjJlz0JnyW3oK7ph3Mel1kEmhGESrx1LTl10YSJ3rERNA3rqyJwforXy/VHjI36JEh6plomREkFFfK4UxxWSicYmAmonrawWYU9rIKmzmN0tPGLc8t93Iac3XEgfJvY//Q0M6FfCkjUt6vkCww4U9u+ER5qFluoPsmjp0v7k0U/FgzvDCjhea+pn46wz8rSwen0sgqyr9A72SJcyrQILi3NwuGcYdtsQ1uz7H+SaLhbkSfxuVHQ/j9LeTcyNrK/wurji+s3X7cHyw/dBP7RvrC3sFavQWvk+nJj9iOBzKu5P7n6iHzoAmcfEXEdTZWa+BvV5WkjZNQzYWFfExp9OD5hh8/jYmHV9ngblWcnKZjlvR8gx6FifKaoQtdk00k+dm53eVJdDWSpwPWHipImC5kdo7uXaKj021BbC6/PD6PJAKhKx64g5RbHY8pIcZCul8Pj8eKs9voHAQNG1uFD9cUxp/WPUdViIwJkKwWI6Xwbo7pb8nFlSifEoekqEvf/LD3806TllOdoAv48Vm10Oss0jbt5CqWt9Iq44LBKtvVX4jrv3AqXh9+LNzZkRNp6b/gAK9/1P2tuTW9/SI5/EtjWvYdjlxVttg4K2o8++WKtgZhMqafTnu7g4R7B7GF1zYssaY3DkcS4O43A4HM4VAReHpYBaJoZVQHb9xi0rIHcPJB0gygRG3dy4B+mxunDblGLmENZlcTCBhlYuRbFGgbMGMxqHU68clLmHUd3+FCq6noPCPQS7ugwdxbfiNe9H4MDETYpMpI3vlYrG2ZX2tns6h3B9TQHOGyxot6QqlBH2Och8dsg8ZjbwdjUwmLcUeZbkAjoa3lJ4Rqprygc2o+zNzejJW4N9K0cqToXSUPsJVgGbyKWtpfIDcKhKE9sxa+ToEpJ1GwOXz88G6JaU5gJNrwBJHOMIU9MbyF76FTYATU5dG2oKsK1tEPYY1fCm7Jko73kp4f6cigIWN5YuU/LCY5YWleSi39bHHBbHA7ky0kOvkqFafXUIIDkcjnDInVWnkMLkSnxd9Mqz8dr6o6jv+idy+raza7pdVYq2ivfBkjX1ynnLxWK0VbwHdW1/TbhaW3mSSMlAAPOPfzHhQO3c0w+yyVOaLE2XwdzFgteVekdcaRMVgJDAJjsvP+MORPUNvxQU10mDolWd/4LOfAbbVz4Pn1QTNcmrSCAEOnGqkU3AahJEIdS2/fWqEIet3Pc+FBm2j33HKnpexvwzD6Kt9C4cWfirlPdHEUx1bf+PxSjF40LdJzBRyN2DLLYqGeTwUd/0W5wPEZySq8Bv/vMyeowRFemBAG7fNCXh75Be7ebr92Dj1pVJjz2QtxR7lj0d93mlZOTdo+gPS6LMvQSQW+ONtQWQSS6K/hsMFpyN4SrtdznwwRXJI9o4nEvpcHLaYEGz0RYmXSZXHIo5rMlRY5Y+S/AkVRASTgwJiLmebJA7y7od66AIiZeS+ayo7vwnE8G8teplnJw1OR3INbZWqJw9mH76O+y+mgrZloa4hXNnpn6F3asS4RdJcePWFayN01z9kbgiocsNtZX+8LPPofrMz2M+T0MTQUcxk1eBc/m3w2MfKbjIGzqIHAzClDMfNm1t2HYVvS8nvG/Rc3NPfhO7V1LM+AgFfW9hxeGPhhU3zGr4AYazZgl7Lewzb4FNU8P+pnsZJSOfCilkHS/T8kYiqTvNDsw+/8MwYVgoEr8Ti49+Gq+tOwS/JLZoyqPIw86V/4bUY4HW2gi/WAFz9oyUB6ZFAsZ9CDG5x6fpMhgUhgUh5/pVFSMuuRxOooSRg0nulQd6zel9L7OmYihnAfKGj8ZdxytRoWMcYtBMQcK4t9oGcLtnK6TDjdDmzkJLwYaUhWGEXwRo5SNFr+SwZElgJHBq9ndwofY+rNn/fmjsLWzZQNE6HJvxMDa8tSxuPCJdO/cv/lPsnQb8gh2urGph8cHkwKh29iRdj45b2/pnNNeOL/0jXXxxruXxUNtSEHyx2QmBmNvDxGEml2fc0adBDPpVGNZMRY7tYkxzquSaTkDstcMvFSZyX1ysg16tGCl0j0NZtgrFJjt6BTTmBlJp8AWurAQjDofD4bx94eKwFKAB9v5hS8LserLHz/1iH4be/ArUJ346ujR5QzedqSZqpp2Y9UjC57e39aM8W4MpeRoWdUCN/JcahUX+RKK2t2PN3v+BxtExtkzl6kW+8TDKe1/F7mVPs8kqTvrI3IOCvwsuWfoDJ9RdfKNlAOXaZIHp6eOHFF7pyEDX1cCZGV9nzhGp/lZp/dKhnZh34gEcn/sjwdtRZOjupU9i2eGPQx5hM011VTRJfzxJ9SddA9IVhgXpsDih6DNhrkCXL4O8Ejsa+3BLfRG75iipQifOm9Za8T7MaHgsYaxua/l7EBCP3KpEow+JWMT+TxGYySCLdXKDCZ3Qv6m+CEd7h9FiGn+0hsHhQefg+K22ORzOlQVdU1aU5TEXwUQDqEEksz+MQ2VJhFOTnIa6+1l0jtIdu1qzT78G/QVrE+4jf2g/lN7E10wxApje8DOcmfG1tM/VnD0TDmkOVAnigghKQx8U6eG025nzVrwCkEy7hdEg+IITD6CmI76gJhY55tOoaX8SjbXRYiQ6v0eeej4qFjPoIhZsDpCrcayXkmNKLlKb7KzdeQvyTdETOvRyq7r/A7nHiH3LkseWhOKV5+DA/F9j6bFPRwnE6C8W9VT/GUwUWebzgtueNe1Ph4nDDA43hl2+qP7q/GNfhJAuwIqGB6FSSpPGyVvU0WLFSOg1UGtPmebowzRfI3IO/QKQKIB5/4sdJg0MzkDM4/Lwb85kE4ZtbeuPKYykvszZQSvOD1mxpDiHjSVFOqEkimSry1WzCbw2c+w+jVYmQY1OhZOGzAlZMsHK/R8IE4aFQi5Ja/fexZwQJxPkVjL77CMoGNrL2g6rHwf2pDJHS/eM0T5tLJprP4qpzb9lMYLxkAQ8kHiGUdL/Jnucr/s0Ts/4OiYj52c8gGnNv4E0geslUfaQC3hoSdiy+aXAjvvBYhnPLvkFDIXXIH9gl6B7IX0+QfINe7D64N1R2zH3GctpwekNYv/4xlOSsbV9EHIxIHEaUNn574Tr0u+movsFtFW8N+F6XlkWhnMXpH1OFu0UqFyJXWPsqjK45HlpjzEt8AfeFukQnMxCsa4Bnwd5rS+hquuf0Nja4JFlobPkVnSU/w9zsgvt06XKyRkPYvX+97J7USzI9dsry8blprjvTcw+8zBgu8D+JonRFIkGvimfw4X61CLtTg9YcGbAwlIRKGXmeJ85YWSfS12GN6/bzv5Nv+Cb6gpxvUiE7sLTKP7XAiZkDf1lk/v4nqV/w1D+0tg7FEsEOY/ROhadMGGv3G0U3H9iwu3LRHfxRnbvF4pXKvy7N6ybDb1RoHt0wVy4vT4c6zOj2+ZEpr0ZeovXI6cp/feZ+uBZlgsw5c4TtL7B5kSlLrmQLF+tECQOE1raxMZbKt4J2KKLlwi1Wp3xYkMOh8PhcNIlBRk5hxoWWfLEDjHUkKYbvX/lw3j+1k48d2tn2pGRiaB9Hpv9PQzlJXZGMLn9rEr1+YZe/Pd8DxMEpcvSw58ME4aFQg3OuWe+nfa+OSN4ZDmCvi+0ztG5Pxn329ZpTb2igaz4hdBVchMC4qsnco+Ej0M5C9PeniZzJb7UBikGCq7BKxtO4cC8X6KncB0G8lagofZ/semGgzgy77GEA8yZpHHYjtaclYK+m8ac+WxSY3PTxcFEmuiIhUtZiGNzvsfEbrGg9/v8lM+P/R0Y7ZTR/oUIwwiacDk5EOGYAWBBcQ7eOa0ElVnpO9NwOJy3N1SJeEO1HnMLshMOPtI1sG7UFeBKhmIgdq74D4y6eVFOFm1l78K+JX9J6kxQ2vOKoGNVt6Um4InFjpXPxb1v0cQuNYEW/gwo+Xwr7l5YHxbFGCwACT6obS8VpVfMEYuZ53+csjAsSHX700ljo4KPUIEbuXRovzHymum120Yf9F4QPhLdXMGoHF3IiyEMC3NTHdgKmVNYFEUoXeXvwKbr96GraCPcMh3c0izm3rxr6TPxq+AzhFuWI3hdSUQMN0VvEDLXEItHpyp6okRAlFawf0dxo8kwZU3HRH6ua/e+EzNfuwY4+kvg0I/h/3M9yg8+ALHAwgUO53LSMGRJ6phH3RpyDZtTmMXcxJJBq1BMDl3zFxbrMFOvhSLEVY/2UJ6lxDWV+ZiSn5Wxe1cmBg9V9s6kbogyrwUVHf8c13F05tPQG3azAsfxUtC3BWv23jUmPKJ5xFBh2KrqEeF1MvrzVyd8ftP1ezCYs0Dw+OG0pl+jqG8LJisvbTzH7peRr4feq5U18b9Nx7qB7G8AhV/sw9c/9F4U9G1FoWFXyrHiK/Z/MKnTWDLo3G3qSkw0dInQ2JrZdz8ZOcMnJvx8KMY82fewpfKDgCj9q0KvNcVCvaYXgb8tAB7XA78vB7Z+DnCnLwLiXHmYXR6YrSb88I5ZuP6WT6Puvh0o/r82VHz6FFbc9QO8e9miqD5dqpCL8p6lT0a1bZ2KQjYHc6HuU7jclPa8hhUHP4TsUWFYEJnPhjnnvocVBz6Y0v4oypWKakm0ubNjCCVaJW6s0bPUGa2MgrDjMz1fywqCKQq2vHw6XPeb8cL6szhXdz8aqj+GrStfxos3N8OgT3z/M+Qld6825IYLiRPhlucJvpca8uKI1i4BQ3lLMCDgtQfpK7xe8LqhY+kJ0ZbBoq3Hq0396LRmXhhGCI2PjgedkkcuvE/canGxBCWbJ3GBU4GQxtsoTrk+6TpsvOWmn0Kr1cZ8rFmzhhWvczgcDoczGeDOYSlALjhFlBWZgJP9Fmbvv7PzYk57ACQoS93aNxSPRMsmbQIiCfrz1+DkrG/BPY6otVTJMx5CnulYwnUqOv+DU9O/PqExglKPGZVd/2EVAwGRmIlHOsvfOWHHyzadwuJjn4PG3sYiAPrzV+LQ/F8h13QUc04/gmzreQREFF+0BOemfAGD+vE1eOkYtK9k1R0+kQzGfOGRSZnk1PQHsfDUAwnXoSG5cyHOBVcLO1f8C+u2XQttHJFkImjYrKR3EzrLUvu+ksCus+Jd7BGLqXkazNRnocPsgMPjw7lBq+CqllQ4YpIiJ3sWcy2Jh0uWi87S29m/KbbxSPcQFpbmoTZHjaN9sa3dWyvvhl1VjilNv2GDvlQR5FAUsUgxcqnxCbSNTkSj0Ya6HDU08uhb3uLSXJRbndjTFbt6ncPhcJK1DevzNNAqJDjQPRwVgU0DpSvKctmg6aJiHQ73XtlOgxS38daa15A7fAw5phPwi2Qs1sipLI5aV+x1YFrDz1HX/lcWi0htWZfAaleKlxovtuxpeGvF87hu751hg9rJHD8ompGcwohsuQT5KjnKtEr02FwYYk5M3nEVfki8dtS1PpH29mq78DZIrKhJmnTN+kb4pPbO+4Heog24kll85H5BTs2r9r8H29a+mfL+HeoK7F+S/ueWLhbdTHhFMkgTuKwGiZzAzh4+hRWHPgK1s4u9dhLjD+bMB/zCWorU12qo+yRK+jbHdQ/ziyS4UD8xE2V5vkGs2nEDi6kPhSJrKAaVfgt7lv49oSjV6PRAw42tORMMTfSc6DehZdgx1g+josIVpbk4HyP6NB5He83MgcPk9OKUwcwmbCPbFXqVnPX99KMTWiQQm56fhal5Wgw5PPAHAshWSEfcm0e5c2oxXmzoHeeIlHDnhESU9bwiSJRT1fVvdFQkdlyNNcpGIvQZDT+BznI+TJR1cuaDMOnSi5tdfuQTY7GE1IYINebuewgo0CZP7TNlzYC7YgPgTvApiOXYvvoVKJy9qOh8DsWGt5KKoqg90Vd0AyaCuhxV2Hc6VQISJV7eeB45xqOYf+prULoG4FAW4+SMb+ELty7F/Q4Hi07euGXZ6D0KWPP4SDslyO5WoGrnZ9A9/T4maE/kgEr42bcCUNo7IQuM3yWc7TPF2K90IadSIfjFwiez08Wsm8lc3qs7non5e6Xf1IUYLrap4PSm8M16ZhXQvSd8GQnGj/8OuF2Y4J1z5eP2BbBw57txsFFYPzG0T5cKA/rV2LJ2K3KNh9lcgFuWhwH9qslR/BzwYdERcjOOT0n/FlS3/R2tVamJxIKQm2mOUoqV5XljbWlq4ww6LvZFlBIxpuZrWcJOKBq5DAGFDmdmhHQ2BXBi9sO4fsf6uK+L5kD2LHtG8P5oHNmmrIDWmbjfTPcdh7oK5V3Pw6koGBExjUP0mg77F/8RKw58GPnDhxOu5xUr0FrxHsH77Su4Fr0F16N4YGviFdf9AdvaDRMyjxCktPf1cRdL2TXCIkWD7O8ecZAnkeOCYh1Uo+1iaif321xweH1Qy6TIU8oERbTvXfRnXLf3jqjvKLVJaDyF2ivJ2L17N+x2OzS8c8rhcDicSQAXh6VIozHxAIPT58eJvvCJv6Mzv4tFZ74xropNatQdWPz/2TsL6MjK840/45KJu9sm2STr7m44hQrWIm2pUKQtUgq0OC20SPlTCrTQUijutsK6e9aSjbt7MhmX/3m/ySQjd2buTCa7yzK/c+bsZuaO37n3+97veZ/nZZxpaEhMA8S47lF7dk9QwSymr4QtEo4HGY3vYtqJeyG2OH4Hr2LqqQewefFG6JSpQX0+6rZJ6tjs9L2ltm9AyoZ85+/SCiR272aXspxfoqzo/jE9L02Klu+80Knr0eXp8Pnqsxf9U5d1HeK7diC97XPO26ncuWve+2wB+XyDCoOblu9EetOHKKh6nsU+kEW2zEdElp34ts1+i8O8QfthhETExAmZkUp0aQywdI9fbMjuOf/F2q2LIOZwQKPP4cCMF2ERyZ26dSJ71MiODkNplxp6M/c+TTFkdBEbB5mAQE8CU4F3l0Z/obgVWkjhIlYpZZEGrosvIUKECMGXpDA51uUkoKFfy6Lc6PgcKRMjUi6GQmQbNdBxurZP47n4ZLUivmsnUto3QGTWoS+iCA1p3/MZXSHXNDP31sjBMlioaJj2PVRn3wwIx6+wSS6RdOEiTF2FGUdvR1z/UafxEh3f5UZ+rk3mIC3E9cXOwaZlO7Fw/9UI0zax62hR11EYll1YjEfe+HjE4t8xQjI1XMEKiLs8CIgj+45DbFKzz8LCU8yc0LWTlzOEJwx+NGHYoyYlncexdPdlWPa8wWnRlaBCZosuDGXxV7J4zUBjNCUCYHVOAus45xO1GmxUmrrAo0OsFkw+9QCy69+C0GqASajEyYK7UZf7E5wLVGX/BBN5RI6cdIgXixgow7LdFztFepEAP67vKG9xY33aD9AbPRMHp/8fZpbcMSKOcBz77Zv5MgzSwKPuvTF53w1uwjBHaLEjsXOb17mnwTxWOUyIEN4xWyz4vKodZpcf1qDBjI11XX59fPQQdf0aJvZKVI02AmqMZuhMZsjFQraQxQXNB+2CMVfoeH5ZQTL6dQbsaeqBzmz1W+RMi2ttdnXOGBDwELoSUh4uj66/7szGtzHj2G/dIoATundhyZ4rsHPBB+iL9M9RJrX5I0iG575c4nLqHfV1ulQrM7F/1r+wOC2GLVb6WoTUy5NQNeEXyGj50Ofri+92EcwEkfr+wMRVUxPCcaxjdJxD8YbbFq932oY+MnI4nV75B6eY4yO/tjmz0ViNHDiIzPtpDPZnN1E71+dOTuu51S9BaNYEzTFv6rE7UZl3OzTKdIwnFOVI+4qKGlO90DZOYkBXjk79KwbCC1FQ9TfIDF3s81Qrs1GT+UNUZ98E6xhFajEKnkKb9Te6C8PsUPTfB74dTkOcHyjNg5D3HnUS53L17++e/W/mVBXIfMYRGgPT5Vwis+EtXsLXgqr/C1gcRlT2DEElFUMqFLK4yaUZccy5jcY25IpO4w0ad3BBzcHVff65+vVHFEM7/3Eo97pHJWtkyaxR29/GYRJdrdi1zuO5gEYKZkiwdO93Rq7TiaNwfPKjQa3b+4LmUdsXfIKU1s8w8/hvWb1dwCF8PjbpUfTEzuX/wAIB9s7+N4pPP4YJtf9yavRhMZ6UCnPhf9GRtBJGB4OL8SCjKXA3WHqtFX5GpTpCY9cdDd1YlhmHhn4Ni1F1XZngY+nRFzsbVVk3YULdq07fD/0MaEwyaBRh44o9I/Nict2bnBiJBKUMQ0NDSExMDPg9hAgRIkSIEONBSBzmB7V9/EQX1S5FlIacGzGj9H63IhVf6F7U6eiIVAAYzoCOITdKjuo+ne1FnEXILn/msTs4B/UyYy9Wb12Mzy6qCdrzFZU+yrptuPA2tSys+TuMIiWqCn4T8HNTwZIG8HOoQ9XsvC/pJVHYsngDLFJ+0Y7jxcFZL6OmczdmHbudCaTsk5XGpItxZMYL47ogfbahIlhDxlXsQggNg7hsYwGv4mN8H7cjnEwAzE+LQYxShq11negdjgHy+VoAHGofQOOgFgvT49Crc2hjHgeoUL1++T5kN/wXmU3vssIlLQw2p1yKypyfYyDCPVboeOcgi1NbnhmH7Q1d0HrpEDVJwmHC+Ozb5KrmCYlQiKxIJXMYCxEiRIhAIZcwchEzdVlQ2q1Gs8uwMTNCzopS1ERABVPHoZVc1475B69HdL9zVMyk04/jyJS/oCl1tGjpyJQT9yG3/jWnc9DUsodRXPEUKzL2R046o18oiaWW777Yo8sQX6ozrx/zayHnDdVQPYYUadiwYj8T3lHE1JW/oa5j24L9q7uPIyIm1uPCAbnBcLm+kFtuXs0/Rtw0mSNT9Czsm/2qT6HM9JJfj+l9NfpZrKb3ZkqYilMLXsYB2c9h0NoEPo4Lr2kPDAEPLHbqtCdRmT8LKkYrUNWjxqykSOxq6mER0I7IdW1sQSNcXc3O903JF6MrbqFf78Xr84vDodCPRlp7QgjnfVOhrsfabQsgdPhFSi1qzCj7A/strV91iMVgn01Kix5AQucOxAx6dm/tiZruFNky+/DPnYRhjtgdWrx9u3R76cR72P9pnEcuCpmN7yCq/xgsAilbnG5JXMucYcaLGIcFQE+QGMRVHEZO03ZULVuAhO+Ny+sLEYL4urbLTRg2FqjZB7HuMdZ0GSuRcikumJCEQy09aBjkL/TKjFDAyNNx0BdxHTt4bRepLkN643toTOf3+xWZNZh86kGPNTcWt3XqISYQ84fo/tEITH/iJFkcoSwFFfl3sPO2bVFbgMXpsajt16Cx5hDS6/6LmN7DtnSA+CWozbgOOkXyyGOIh6OAvWEZRycbk5f9WmyxwEI1H7MWmY3vouD0U5Cbeth4qCHlCsiK/wi9zDmCSSkWsnOt2uGBya3FERp2hMm8O3HQdfRd0HaO0KMm9exil2BB58ncxv8hre0r7Jr3dsDuc/yeTICqnJsx7aRnx52+iEnojBsdr4031Tk/YRehSQOBxQwzjzpkvEKMTq3JZzRujIJnnHmZjxh2Uyhi+tuCsu5jOB4VSRjmehwgMocOQZ3xzXZE9kTh6ad4bRembYRM1xHwHIZEzJuHBe50HJwUF468WBUiZL7POVMTI1mjUAcdqHlCxwT5/N8BU24Etv8WfW2l6ImYxGIUWxNXB9Q83B81BbtnvY4Fh653mucR9r/EcBZry019mHP0VxBajGjgcOmanhCBox2eG1cCRihES+pl7KIQGFFYci9ieg+yJkNJzjo0TX0ADV3uwnLqQfQ2BrUKxThZ9EeUFtyDKHJ+Hyhl8YiRiYUoLF7CtmlstTlsjReR/SfdGoz4Qm+NxkZjjXMlJ95dDV3o9+DeyreV6MSkR9GUcjlmH72F/cbYfUVKVOT8nCWfCMUK2GfGdBY82qPHPLkCkSGnsBAhQoQIcQ4SEof5QasfBTRXvlh5BBduncdcE/xFI0tiUSaOiGkBMlKB091DXq1fKW6DFPpKbQsrztSnfRdqVR7v564kYRizVV4AjDrzc0IiEVqY4ANJh8KlYvTzdBaYcZw6QD0jseqQW/43VBfchmCQV/fPgO87qerZMYnDiLbEVfhi9Qmkt3yEqL7jzDqeruuIW+K7NfUM0R2/EBtWHcK3HRLqkTBOxGM6ITJz//71VmBbYw+WZsQykdiX1b4XNx1p1xjxSXkr0sN5FtjGgEEeh/L8X7OLwGJik01vsG4sM9k1i5irTvuQnhXE6d8zadQlFQlY9CZbcKGipVKKlHD5SLdbcVw4K2DQ6woRIkSIQDna1odaD04L9QM6DOg6sTw7HpMTItCjM2B7Qw+Lh1hw4FpWrHOFROKzSm6DTpaILhqLOZBb8083YZjj/ZbtvgSfrCtnMUVnigUHfzRmYZgVQpQNi1ICIaH9a8w+cguk5sEREYxJIMORaU/jaObtKKt9fsQxzJswjKK7TnMIwwrLn0Rh5bNO1zFHpt6DWLt5Pr5auR8mD+5eYn0vZKbAC7BUzCXHhkCg2MgNqw4is+FtxPXshwUCTCsqR0lpg9u2FEOp12qZq4c/VPRqUNWrYSJIOufW9g2xxeUJ1S9i0uknnPYNigXsipmDfbNIUGeLLRkLR4sfw9IDNuG+N6j73JG12xa6LRjYEcGEC76eiS/XlIybOxZfti3dxBbfi6qedRI/0EJ8a+Ia7J/5slMRPnKo0uvjeROI0fV7Z7zi5AZL31Fl7i9wxrCQA6NvMYpC1zryf4HFiElljyKh8o3RDT7+PoY2RwEXvQGkL8PZQqlUjsm9IsS5idFswZDpm+dO16L2b75D7s/kIAKMfZ6U2LOP13b0ayEHjcbUK3k1nqW2fA6pyfuCbXzPXoSpazCkyuH9el0FTnziJOm4XJb3a5wuuNPpenIiFQkFmLDnp8g97RzXR3FSJDrfP/OfI4JXYVgC4MMVk9WHzhB0bllQdi8UXSTctbDoLauVRhOOWJHd8gEyWz7AntlvoCNxxcgtmuEmsciuw5hS/jAUunaILNzuMnYnDru2oC1qNnZMeQk3LZ4x/CzO+BI8jxVqSJ1z5BfMjXY863E1WTcibKgOebWvuN02oMpjTaR8oDj0hDAJjrYH7lTrCF93XGJRehxzU3RtEnBEKRbh67pORMvESFYpkKyScZ8j6zbZ3MFChCCsfM+34xmQFxwEw2siiWEyJCil2NfSBzPZU/pAbuz04zmC8zkww4KuQbSqtViSOepq6o1F6bHo1uqxq7GHl4CeDhcfV7Sxz0WY91eYJwSnWNyRtAofX9yMzLrXkV/zDzZXaElch7z6f3k9Z0w/cQ8TdjtGidJIRD7sCD9ekPP8yqxkIP9Np+szqDYRYWa19F6tYWRs1s+zsZzmdD2x89iFCHOJAx1PhAEIw/SSaHTFzMWJoj/6HSfpCU/CMH/pjZmFjSv3897+YGs/VqaogvLcIUKECBEiRDAJicP8QCEO3A3JqEjE52tOIr/qBeTWvQapqR9moZSJK4ReBuw0HN6w8oDb9VRYKe320klotWJS2cPIq3nFaUJAUXj1ad9jLhSOg1xH6F3ScNdx2ERWyj2R0xDTX+LxKRvTroRRGgU+LEyNwmGehQqFtoWXE8Dkyj8HRRymUldCNIYCBC18UQRmQ/r3x/Q6qLu0LuNagC5+TiaSlFKU9/KzcQ6XCDBIdg/jTLxCCpEIaFOff8WdspxfYVLNcz63s4i8i7e2N3RjfloUsiIUqBvwL8bBPBzjeCbxJQyz80lVBzLD5ZiRHIUklZxdSKS1o5FfvFgwaBjQodLhN0GTakWnEPNSY5hNOhXqF6RGM8tpinOh+BZyAerVGUNxkyFChOCFyWzxKAyz02swoVOjR7xSBv2wc0Jy+yZOYZgdodWM/OoX3MRhEyuf8VrUpIaEooqnUTrxdwF/g0KzDnlVzyO/+iWILTa3M608BYenPoOueAfnAqsVU4/dxWu85g1aUN2y8Au24BgIaY0fYPaxW52t/pnDhR7F+26BLm1U3PKPp+/AlP3XQGAxoDVxLWpyfjLyvFEUCSoTocvl6wwfLHcThjkiMasx++it2DvXQZziwKL9VwW8eDmgmoCSokegVVJ5ODBI4FQ54RZU4hb29/0fWJkIzI5eq8FNC6eM/J/wN5KFZh1b6rtYzCTt4qktn2BK2SOc28b1HMDcQz/128mFi+6EJTALZT4bcRoyR8fV2dUv+Vw4EcKMKSfux6GZvmMdx5vyiXexS1zXHkQMlDIHtrbE1W7iuoh+zw5jrkLMIXkywnTNTuK57fM/gk4V+H4WFIRSdjzw5bytl44KN6iLO631cww5TGJt7nh9wJ0X42yycOFC7Ny5MyQQO8+geJpgQ+OD8cbfmT/NiybFhwfJZdnsV12FIu3K8+/wuW2Yjyi+0e0a/BKHVWfehEllj7P4YXLc5IqTNAtkOF7we4TpmtAZvxjtias4H4ttf/TvgIswzFHYP/fwT5gAKSo+G4rlf4H13SVeIrEELHb4TBDfsR2LDlzrfM50E4aNQqOphQevYw2PBtmwuNpqxQUbJkFu6uU1FrK7iBHRwkHIwkZj1qc/K8BhtlsIWD2VHo/cxsZTgxs+VOMzyjgYnCh+iMXKZze8ARW5rYpVaEq5BM3JF/OOcpyWGAGZWBQ0cRhfEsOk7Dy3NicBW+o6RwSBrqiHXd0H9CbWPCMXCTE3NRqxCpf3ZxgHh54Q3yjIxdkeVy/NuhRGMTViez8Xdcf4Eb13FkgLl2NOinMj0dLMGOxo6PFZe+R7iNNK41hzWTDp0pnQ2j+E5Eh+wqLKHrXfzqqsuZiHSM5f6rN+xC52d2VfnyOtCSW3fYWWlEtHriuOV2Fva3/QX9vIcwqAmUme19So4Zqami0WCzbUdnpN5fBFgoPlXopKjno/1x/8oTdyCptz8hUr0nx+47KdMMq4m8fofKEzn/sCUDu0PzeN4+cbIkSIECFCBEpIHOYHUxIjUdYWeA63WRyGsol3swsVUmgByhZJN5Gz8E3XHJn0Z4CnAMMREoHl17zEeVtm03uswHBs0mOct89Li8EejrzxAzP/gcV7vzdineoIdf4fL3rQ5+uiAficlCiIxWJohrtshWYtpIY+GKRRsIgUbvcJU9f6fFzbY1sBijsYY6Sha5RjIJBb21jFYYFCnSN8u0cIgUAIkcAc1DgMLqYlhmNT3ZkTA51JKoruQVHtCz7dUlqSLvT5WHubgmPpnNS2EVNKH4RS08B+d1p5Iipyf4Wa7BudtiuIUbGOo8YBzbjuA/WDOtQPtmFpegxilTLEKaWIkknQp3e3xg42dESg9+gKTaZ3N3VjZVY8FGIRK2Qmq+TsYocisiga05/iVYgQIb6dHG7r5bXd3qYeSIUCaIYPuqmtX/i8Dy1GiU1qNn4jpPouSI2+ny+5bcOIOCyt4V3mwkFiFztqZQa2LvgUJo7ICbm2Fau3LWFRTHbofBKma8Hi/T9AU9LFLGaaxrQXbJoOhYF/JzOhkcRBbNVDbNLAIhSzLt7D056GlWMsyJdZLsIwOiTTYu7iF4ASloI9KvBZeOSnI4uOiT17MaXsQRwpfgzmyT/HzOQofFbZ7vb4OfWv+3wNiV3bPd4WpnEfQ3NBZ6yjxY8jpq8ERkkEeqJnoSV1tDgdLOi858kdzC4SI4e1R94YjZjkKxaz9x0UVNqc2rw5ucT0HERPzGyMlS9WleDijUUencCGpMmoyRqNLC2u+CuvRZb01k9xzPAE7yaY8YaEoq5iUUcsIp5ugQIBNq7ijjw/F+iLKEb0wEmv29ACOhHbvZ8JwwhvcWRni927d0Oj0SAsFCtyXmHg7WLCD5FAgKzIwM+BXJBbVa/WCJPVylxKSKDu73RlwGBiLkAZ4XI0DI4tws0giYbcyL+mFt+9C+XwLQ4zSPgdn42SSPiDRSxHY9LFuPr+T50iJR2pzr4JtRN+6vOx2Od+4HGftah5VY8jaur7EAgWo7nwdqSUPed2riJh2PGih9A97AIy3sw7/BO/XWhY7e/QT7Br4Ufs70u+yoUkwGgpijKm8QeNSWrLTqGq04pIlr44ujPTcZ/cxsZTIBbdd2TcxWEExcKXTP5TwE3NJAyjZjwKYjtT3ob0vAtSbYv51GS3LjcR/XojE4hoTWZ0ajzXfWihf2dDN1Zmx7Pj1AhpS8/ESw9xDjJkMKGmd4g1btrnFCSeyWLjPs8OemplFtoSVnLeFtVzBKltX8AqkqE3cjJaE1YHtN7iL1MSwgGrADKxkAnDHOdRVD9sHdKjW2NARoQc3Roj74QVb9RSk/k4HAz3tg3gsnAla661Yx4WtDleR++r5RxtDI/j6WAa17V3RBxGjWPNYxz/ELS3JalkaHFJ0kgKkzFneafjnwf2t/aNSRgmFgqYW52dYMWGe0QoRWfsfCR07/a56WBYDvbM/rdHYRjtYdMTI7C3ZXyjMINN17DbW4gQIUKECHEuERKH+YFIKIQsWBayw84EFEn30YX1WLjvGiT00EDJNjocUqRj7+xXMRhRHJDLwwQPwjA7WQ1voizvN6NdfPb7Di9acqFRZmDLko3Iavgf0ps/gMzQiyFFGuoyrkFj6ne8drFJhAIUxKqQHamERCRkEx/qgiuofI4V8kUWHcxCOZpSLsXpCbc5dXMaRPwszOmbUanLoY4oxFgYUmaO2ZZ+rJFKZ5KBIFnr+iKYwjCpoRsZTR+wDmEqBDemXu5XXOp4cHrC7Sis9LzISPuUyHhmOh9nH/oZ0to+c3otSl0rpp26D6ktn2Hnwg/ZdTFyCQrjVCxacUZSJHY1dqHDS9EuGGxv7MGyjFjEKKSYmxKFnU09rBudK84rTCIacwcTFSm9TZwNZitq+zQoigvnvJ0Km/6wsbodV0wNWUaHCPFtpGv4+FlY/hQTEUkNPaxLUq3KxcmJ96EtaTW7ndyUTA5qXLFpiJcAXmTSjIjDBF7cGhzRDYu+Zhz+JTJbP3a7T7imAZd8PQ0bl+zAUMQEp9uW77zASRjm/HqA9LbP0VH/BtKbP/RbGGaPOSyZ9hcEg7TmDzCjhIRvzouwi14A52IuLSA61EQZdN+Zp+5DqdWI7sh7IDb0YMrJ+5HW+gWEViMsAjEM4lHXCm9Ob2JDL2e0pF4axStWksVpnfq97X3QPtPwJnNlqyZ3M2/PbdYjtfUzJjgUmUl0J4VS08TctEgkXlpwj9eFZFp4nThjNouVtEOLsNfNHB1j0e2PvjkqFvNG2FAtogY9u+LZSW37MijiMJM0El+sOYmFe36AaPVJp/29M2Y+Dk17zikekuYffKDfX/hQFXqks/BNoD1hFa+5DEV2nMuUTP4zlu2+2KN7WDeJJpPWsP9nNr3tMY7MiVt6APE4RO12ngB23gt0Hrf9nTgTWPoUEyQmJgbXuSHEuUNGuBJlXb7dwyRCEmkJvLphUJlpbmoUE3UEi4oeNcq71V7j3fhysLlnRNQ+FrbPexdrdq7iXWuxeHC7d4VclSaXPeK1DkOLjr1R0+APtMC9OftR7Kn71G0MQZ8GOXedLGQqJa9QPUxO36161KnRE5GNn4+cY80LH8eOyMXsvUUOnmajAo0iHQem/x39UZMRKMxVVSjwuW8ITTqs2LbU43jQF3G9tuilGUdvC1gYRq/wdNF97DX/9d2P8OC6Qhxvdq8fkCCYGgJU42i+ZxWc+yX0SfERTBi2s7Hbb5fAQKBjF9VuqKbz6XAsXLxSilkpUYiUSTArORpfVrk3XLhCFZvjHf1YmOZQo1bGAfFTgc5j4/smQpwz7GvuRYua+1hBp6DT+b/xKA7TSWOxf9Yrbg7UUl0X5h+6kcX3OqJRpOLA9BfQEzMH4wkJv7M5Yvz6dEbsae6BzqVeKRcL2doJNdK2usRAWwUiCHwI09kxs+AujBf1/RrkRIfhdPcgyrvUTgJUioqdnxaDpnFwVg0e/EYgJvHod0ZzkR7d2NdOaITSpNYjJVyGWUlRrB4tFQkgdjE5UBtMqO0bYufoBIUUKREKVrc3mC1u+0QgNXL7GIO+y8Nt4+eGRmlJIrMW+2b+E2u3zofM2Me5v3ZHzUDpxN97bX6yb/tNE4YR4vFUrYcIESJEiBABcu7PbM8xqPsp6AjF2L3g3aA9XHzXbsh8uEmQRW5K+3pbbKEDFh6dlpW5v2AXf6ABLU2ISBhGqOo+wrJdP2PxmqOvSYfMpneR1L4JO+e/j4Fhkddg5CReCxy0jV7sXyco52uVREIdlsNs4wOlJuOHY34dIbjJq34RReVPOsUGFVY+g8aUy1nMla/oxvFCL4/3uo/SbdlNb6MjbjFa0r4zbq8ju/qfbsIwR+J796Gg4hnoZv0e0xIj2QTTjr/rBiTeGuIQdvniROcglmbEIkwqxsrMONT3a9E4qGUTXXrMrEglUsLlMJqtaBrUBuxolhouR7/Ot9iNOsDcxGHUPbX+BqSWv4d4sQrNSRfgRPEjsPpw49BZAJ3RCLmE30JGiBAhzh+oWXbltuWIVJePXCeAGRHqCsw/dD3Kc29FaeG9bvcbDM8D2td7fWwqdjtGx9H/9dIYyAze3Tf6IqdCYNRyCsNGXyOwascKfHJxw8h18Z07oDD4joicVPoYpGb/C4p0WC8tcv8sAiG1+RMW5ej6/kgY4igMm5Yy7CjhJXqIrioqfRDW0gdxicttIqsJCh5uJ1aXYrIj+2e8jFW71vgc07rGYkosWkwp/QPCNHU4PulRzvuQU+iifVdDpeF23FVp6rBk7xUs2mHbYu79jQrFJPyiqElaEH/gusuZOMwREo4N9HRDpnBu3uByFBOb+S0MkPAxWBil0di2bCOUQ/VI6N7FhJQkIrLPKxwxi8IgcpiL+Iq4+KZAcZMU/6rUMbs8j1Rn3YRzmd7o6dg769+Yc/TnTs7O9BvTyFOxZ+argMAmpFFoWz3GkTnfMAiEBTkyc8e9wEEXh5e2TcA704CZLNcyxHlKmFTCzv2+5lC0AJgcrmCxMg0DGgzqzdCbbc7d5LSRoJRhcnw4mxsFi2Pt/ajuC96xNRjCMGIosgjdkdMR13+U1/b16Vfz2k6nSGa1rZz6/3jc5nTeb/xyUlEOVuO+676LI+Wjwpbjzy9GsnwQrbJ4lBXcif5IfgKtzEglRAP8oi9hMUGjHYJSEYbUcAVOJS3CtrivEEzo2/QkDBMbBxE5cAICk4FFQ4r8dAxzxP5pZzR/GPDrHFRkjvw9/8CNKLnD7CT+JUGYLULY5hR75NfuX3NF5k3IbXzTZ/S0L86Ea5g/UCNAZD+J4a3oi5iErLh4JKtk2FrfNe7CMPqIc6PDWNxsu4sau1VjwGdVHciOVGB6UhTvCLD2IQMbfzqNJ7/zOfBqPmDy0DQ467ckGxzTewlx9qHvfX1NBxMZOkbeu6J32NV6oqZAbGpkLstNKZehJusG6ORJTtsLTHqs3r6EU5Si1DZj4YHrsG3hF7b5+DgaDbiiNZqxvaGLs9ZJYjFy3KP1p/KuQVQ6nMvJFS2lfaPX5+uJnOEmkAsm5OZGddourXuttVdvwpfVHYiVn7vLjZ2xC5DRYnO09AR9LbQ/2enVB7epvmVQj0rpEApd6tA6kxk7GrpHoneJun4t0NaPwpgwKIIwThw0mJmrI7mUnfQjJcMfMhrfxqSyR1mtio7mZoGEucSLrHrmiE9rkmw+p0hjzWuNaVfifMZRHDo05Flsr1QqeTXghQgRIkSIEMHg3B2tfQNwHGpHSEUojo/A3mZ+kUJBxWpFastHmFz6MGR6cqkQnPGFGD5Q1wNZ5VJZQLXpJgg8PD8J22Yc+y22Lf6S/W0VSaCXxPCKH8hpegfl+b8e82vdOfdtrNsyD8IACmG0WNGUOn7in28zGY3vsK5ZLtJbPmauHoen/y0oz0VFUYq54oo65SK79l8+t6Ff5uxjd+CTcRSHTTn9qM8jQFHNixBc8uRI1Eh17xC7aPy0piZhGB0H/f2VdGsNGDSY2GSUBKMTYsLYxRWZWIBlGXHY1dTDGQvpi9ZBnZP4zRMmiwU9WgOOtvezYlR63TuYevwO9jnSkqPCoMOEhv8it+G/OJV/Dyryb/f6eDsbe7E6xz2iLUSIEOcnQ0YTDrT0oeDoXU7CMEfoeFJQ/TxzWh2MmOh0W236NcivesFrXE99+lWwOsRe0P/r0q9CQfXfPd6HXMtqM6/Don3f93leEMGEmM496Im3dWvm8jinESQMC6R81Ra71MnBaSxMO/l7n6+h/Y9AvIrfmjBtMpaSnE6WxOITuBiMmsRERuIAFifZIlzdq6jIvYUtgjthtWDBgR96FIY5PkZM/3Es2H8t9sx902fU5FMfbhxZoNFrNSNRk/Z/HeFyFBtSZMAkUviMbB8Iz0ew0YRloi5sdEGZi5KihzHnuPdzOmGBEP183Zzt3fzDoqWzxfYFH2LdlgUejys6WbzfzT5nA3Jc/PSCamQ2vIXEji3MRag280duDngSjkU/TpS+x2cDeiNbiKGufRqnUgQQzWHt+zbF8g3oTcx1J7ltI6SuwjBH9vyR3+sK8Y1lcXoMtjd4rlNQ4wsJw4hYpRRl3WoMmUYX/UwWil7SMZHYrDgFBHsfBJq226Kuiq4Dptzs92uifTeYwrBgs2PxF1ixfSWiBsu8bmcQR6J5ONKJD8eKqU5gZS755OJpxygKw6nC+9CYdgXvx8qqfwP5h+7BkXLn2MJi3U6cyHkQ1bn8v5dwiQiFsSrghTRe21MNqun4R8ifex3bLxamxbD5sKu7TLARmYYw/8D1LO7Zk2Ojv9CjRAyUBVRXo/tqpfH4euVe9rfE2I/E3t1u4l8S/FMDAMWH04V0So63WwQinCx+EBUFv8G6r2dDbNF6PNd7e52dMfPQFzllpJaaW/sKshv+B6FFD72E9tXLUT7hdoBDCOIJElCQcLCiZ8hJDOALoVGL4vInWHOt1GRzp7cIJGhPvQRfTn4SJp7pC2OBOef1eneUq+3XMtc8f+gY0iNRJR+9IjwN+HEV8MW1QPMONuZlhKUACx8Gcq4KicPOA0ikQrW4+665DOVHD/G6z875H47MWTwx/cRdnMIwOxKTGnk1f8eRqc9gvCBnPVdOdvZ7bYIlp/Hj7X1ICJMjQSFBr87IhOhV+XcguX2jx7kqHe8OzHoZ4wkdq2js4o1e3bmbpnKi8AGkt3zkdb5PrnI6Jb9zdqDQeJAEtHKJrcZDzdKbajs9CrfLegJz8ORiyGCG2kCNCsEfV8zfexWSunc4fb4iqxHpbZ9BJ4nGV6sOwyAO91gvOd8QC+hcqR7525uj9MKFC7Fz586QQCxEiBAhQpwRQuKwMXBJfhLCwsKcctalQgEMQbDt543VgnVfz4BS79vdwRW1yjk+6EzEF26o7URGw9uY5UOYFtNfgqi+4+iLshVfdsx7B6t3rvbpzFRU8RQiBitwcOaLY3qtNAlYv2Ivlu35DhS6lpHnJeFdnyofkepKzsKRUazC/pkvjWuXjj+dV946rs40XI4SfmG1YmLlc143yWh+H2X5v2ULgoEgMOmwcP81zF3L/kpNQhnK8u5AZZ6XxUOrle0TfKBoKuru7I+chGAj1XVAaPWdZS8wqUeEYSRobR8KvIM20KnkkdY+qGRiFESr2L+eiJRLcEFuAlrVOtZJqjGaWDGCK4qS67XRe/SF3mTBtgZb7KlCXTciDHOFriuu+DO08mQ0Znzf4+M5LviECBHi/Ka6V41jHbaOy8XNH3jdlo4hU0r/iN3z3nG6ns5ZpQV3o7icW2DQrypAxYRfuV1fMeFWJHVsRaSHxVV6TIoEj+13jtDwBI2hdsXbumjlAYwr+UBH5D5VAfbOfysojxfdexhSH265RJgHp7BgQ+PEUh8xHp+vPoFLNxRC6BTCwQ/bPvQgDtBY04Hk9k2I4DkOIahjV2wYgEnqPSbTUSjGFTnpCF1P407HRRpysGpKuRxZjZ6/bxKPNaR9D2eDpozvYdbxOyD0sQhOHea+xva5NS+hoOr5kQ5paljoiF2IfbNehUXMr9EgmGiVGdi0ZDOW7Pse5IaukevpnZLQbee8d2E9S267gVCfcTW7eKI0/24sOnid9weJngiIHRacOTjeMeC22N04oEX0cBT7iY5B1uBgZ9W2u/HtWNoI4YlYhQxL00m80+sWG5mglDJhj539zb1O+48j6vpdML13HRPAjNC8E9j2W+AH24HEGby/BF+CjTOG1YIYdp7uY1GIAw7i+C1LNyOr9t+Yduo+zmMwCam3L/zYv6cTilEy+U8on3Ar0lo+hdTQiyFlJppSLxuJ5eZDStPHmH7iHmgcXpejyJzGS01p34FeFs/r8QaNZnxR1Y6LTXreBdhug5XVF0kcFiGTYHZyFItb4xsRSm6iEuMAc+UwSqN8bi80a7FmyzwoDLY5cbCgM+fiPfxFeeQuYhKFwSyUYs/s1zEQPSpGn3TqIe45+nCUcPh9o05icHCJbUi9goktyXX30wurMaPkNmQ0fzQiIGRj04hi7Jj3HmYdvwupbV+4PUd/+EQcmPEP9n/VYAWW7b4EUtOo4wpFf0dVPIWcuv9gw4p9sPg411BzMbmlKyQiRMkkSAiTobJnCLX9Gp9OhBTTNf/Ij9lYzrXOlNz0IeZrWrFr3luwniML7xW9/glV6ZzrJA4jVCnAD7ba3N3VTYA8BpAO/6a9uLCE+OZA5y2aR/AVhtGchOYm3qCmgszm930+VlrzJzgy5elxmSySNpJiIh0xWixoHPRdg20Y1LOLI12R07B79htYcOgGtxhlEoXunvMmtIoUjCe+hGHE+EqZx4ZekYRTBb9jtReub5zGH1sXfYXwwXIUVjwNiZHGEjk4OfEemKTRQX0tX9V04vL8JDbnrghSDDgfJCIBa3TxRnTvUdaYFttD8dACdMYtZK7T3tYy8qqedxOGOSI39mLuwZuwc+En+LZAQs82g8BrHcXO7t27odFonNaaQ4QIESJEiPEiJA4LIlS4oa6vyjNYjFuxY3VAwrAhZQba45fibBDfvYfXdpGDpSPiMHVkMQ5NeRqzjv/Gp0AsrfUTVPXezKJIxoJOmY71qw5BZBxAUvsWJvzqSFzJJozkKjXl1P1Ibf0SEvMQ60ZtTPsuKnNuxlBYNs4FYZg/HVdnAi5HCX+I7j/GIpG8QY9MOfYaaRJOTHoQLX50GpOT3WXrC9wWa8ndY3L5n9kC/E5PBWqBAGaBFGI+wiyqbakrnSdUJC4bLIXQrGORphSJFAjhQ7X83U56q1FtTRyTMGwsdOuM7EKRkpEyMZZlxHLarRPk/kWRGnSxozOaWfGU4iip42ksOBYuyHnF1zFmaukDXsVh457hECJEiHMCrcE0IgwTG/p9uiMRUf0nOa8vz7sNQ8o05Ff9HVGDpew6s1COwbAcFrVNkdeu0HU75n+Awoq/ILPpPUiGF6n6wotQMeGXaKLFMD9csKQOC4IaZTpi+o/5vI8FAraoy/c5dNI4bF22FcEisv+Ux+fmOhTziSkPFCrIH5r6DAySaGTXvsa+u674JRCahzC57LHh8a8A7fFL8Ona0yg+/SfkNLw+XNjn/xlGuIgB5bo2zCi5w6/XSo4gGU1voSbnZ/zv4xA56Yijoxj935XDGbdB0bIbKs1obKlTXFTyTFg8LGCq1NUoLnsUiR3bILCaMKRIR1nhPWhOvpR7AYeiiKxmJ5c9X1Rk/wITaz078BEdCcu83k5F7lSXaFj6XpO6tuPS9XnYMf999Lg4XZ0J1BEF+HLNcUT1HkVyx2bmukXuhSQaPd/oSFiO9rjFSOzayXk7/cIOFj2GsM4B5ESHQSEWcS5MehLVkGPD3qZet+NKuLo6KK8/xDebWKUMl+UnMccu2lfEw1GRVB9ydE7u8RB3H6auwaL914ycx50wqoG3FgA/7wDk3gW9dvo8PM+ZJL3pAxSWPwWVdvTYT8fwI1OeQmf8EvZ3XfYNqMv6EaacvJ+JuSRmDau5NCVfgpOF98Lih6DLEa0ildMZkQQ5eTEUg6dhi9sSIdDHERWV3vY5O5/YRUauInOq/2Q1/A/l3prHOOabBmk0xPrRiEpPMBGvKp85yiWpZDCYLNjb1MMWGH0x5cTvkVP/+kgjI91lQDUBe+b+D1qFZxeUorIngi4MsyMz9bNjsC83Mrp1y5KNGAwv4Lw9qXOLx/s6jgjsEZPkJvbOQ6twYuqzTrcfmfY3dpGSmNtshF4Wa3PqIwHnzJeR0LWDfb9hmgb2nZG4rDn5ElhEMgjNeqzYdaHH2GyKZF+073vYsegzp+tTVTJkR4WxONm6Pi06tQYc54jzSlfJkRGpYMeK091qzk8spe0LN2GYI+T8RjGe5Dr8TcTrfk71oojzbwzzbYeOx65f+6u7j7tF2PvTfExOiLOP/JLX/Eps0UFk0cIcgOOehE7TXm4nrc+Ohi4syxwVE5d1jboIBUJH4gp8seYE8upfQ37T/yCwWlCReBlLUfFHCP1tpiLvNgyoCjC57GHmvG1r7BGhNWE1jkx+EosOXIeo/uMO+88uZDf8lzm3H53qO8aWmo4nlT+BqIFTbJ7bkrgGtVk3Qid3do2i/b6krR/Tk6NQ039m1hIFw252ai/isGnH7kR24/+cfj9hjW8js/EdHJ38JOoyr+W8X1H5Uz5/c3G9ByEx9PESro8HgrNQsvdUR6HXsio7HlaDzqujWIgQIUKECDEehMRhQYAiyWjAT3bZ1FF8psRhQpPWo1uEN6gLgga7Z8vdiu+EixZFHWnMuAq9kZOweucan+KNSWUPY+cC7xnyfDFLItCcdrnTdeSEcGTac+zCbM3PAacwR/zpuDpTcDlK+IPYaLPL9wV9/2GGNsw98nN01byMnYs+53W/dZspRtSzyCiu9wBSmz5Es4c4ipbkC5DR4rv7hS2Eqkbjk7Lr/4u86hdHhG+03zelUEH8ft7dyHaGFGn8F75rv0RN1A9wLtCvN2FzfRfWZPOPYpRTPEdcOKQiIY518Ns3+BCh8b3IR13CYUO1HoWg1AEcIkSI859N9aNuPMGQHJGYiy7k9iAyaVnx0FfRjG4/PulRnCr8PZSaJphFcjfhh1Ec7uRu4InBsNFzU3nur5DW6vv82Zx0KZI7N0LCQxhH7Jr7NoIJidgcIdMWihOic+GM8UsHYZgEUjSlXQmBxchihiT6LswqucMprsgklENk0TstiEaoK5Bb+xoOTv8/nJhsi8q+cH0x5CZ+0fQ62ei5UqFtwcodKyE1OTjN8ESncP7s+ODoJMYFV9ykL6al7MKOW3JQkfNzlBfcOXJ9WuO7mDEcGWqXsYv0dZi09xdIjnwRu+a/PzL+ju3eg2nH70GYrpVtT+kt6rBs7J/1TwxGFHp9/jgeznrUDFKZ+0vO25Jbv3QThjlCC/RL916Bz9ac8tltLhEAxnGoVvdFT2eX8xqBAPtmvYbpJ+5GWssnTpFyNPc9NPVZNEfPB3qGUNOnwZKMWETKaElvtLGGXFu8wf3VhDoCQoyikorZhYs6LzGPeTUvcQvDRnZiPbDzbmC1zbnIF6IzYZXpADm+59b9iwlWSKBLsbWRg+4x22HaRizafxVOTrwXlRNutV0pEOL45MfZhaJ3+AigAiVcIkR6hBIZEUoW3cQlDCMS2jdj0QvAHi99aUkdm/0ShxE0v59TMvy+fcRp0ljuYGsfc52hMx2fz2X59hWIGjztNCKl/0eqq7B28xxsWL4f2jDuc39OA3fUNB/41B/4xFRqZEkehWH2R/EEuYRR7Oduh++MIiYLfvo1Js64nLNJkZzE3J9CgI74pezCRWH5kx6FYXZi+w6zphGTdLSxIzc6jDXCHWrtg85LjFejWscu3sjm8V1RtOq5JA4j4yS+qahxitFzc4hvB1y/bBKGBVo7JkggaY9c5TO38lcYRsdl2qX5SLF7dCYcbulFuEyCLq2eJSKMFWoSK51wBwTz7kd+jAqnKtp43S8jQo6GAdsxhsSuEWrbuZqEUiSA9YVCLISW5485M0KB+oHgppmIBQIIBFYYg2BN1pa8ll3sjoz25qLlO9YieuAE53mM3LCN4gicLPYQG2+1YsaxO1jjnuN+HTl4GgXVL+DQtOfRlOq8vkSf0bSkSN7HyLGSEi5j50Orh7EixWq7CsMcPwOKau2Jno6BiCKn29Ia34fIxc2OC3rccHUlemJm40ySopKhIDYcOoMJe1s9R82OF57qKM16K/JUIaewECFChAhx5gmJw8ZA04AGdW1DIxFiIgGQGi5HmkqKJvXYB/u+mFj5V15LkfZiDXXrUZGjNP+36I2eibMFuWtlN7zu9bXTYlp7vHuXfkHVC7zes0pdizPGWRSGeYqOdHRu8NVxxfGgmFlyO9LavuS8eVCZiR0LPoBJwq/Lw5ejBN+4SbUy2y/HD9YN03cEk0/cixOTn/C6rUzTCrmxy+fjTT95r0dxWFXuL5De8onP19cRvwwDkcXs/0Wn/4yJVc5RmSKLjk0kY3sOYvvCT6GXxYEvOmUqrBBBwCOqyiSUYohHNOOZgty/Oob0LFLBG0NGE1tcGTCYWGGAj6W5HbJz1w3PuKmoQfAtbLg9lr7DoziMzgMhQoQ4/xsDHI8/FM9HLqLkJuGNnmjfsVCBuPpQQXswfFTc5cjp3Fsxpfxxn4+R2vElygbLoQ4vQH/UFPRETUdM31GP25sEMhya+QJzJVq+5xKf57/uyGkYjHQuIgbDLYgcu2ihjoRhXIu55BxBYqGW+NUYVKahoP61oDw3nQOODHcOTz12F3Ib3+TsROeCxOjTT/wOvZFToVFlYVCVB3nfAV7Pezrv1yP/n1z6IKSOEWR+MBCeh2DgK27SF7R4G8GioEj0wE/4ABwHwL2/E7RAvPOWWqzasRInCu5FVZ7nxXiltsnns3nbhjqkfUG/DYqaqsj37vA2HsKwbxNmsRKHpv8fTk38PYsSElr0rCGjM36x03YU2bKtvhvrcuIhG3YQ69OboA0gFpycAmXGnqC9hxDnH50aHQ609EPvRRBCgkafVH7IKQ6zWK0o71GjplcDg9nCxEThHgRq40FG4zuYcfxOJ0Emxet6beQ7/Sd0xS5wq0mNhzBMOVQP1VA1hpRZaEYO1HWdrMlI7WEeTPWV7kGz01iCzikkPnJEputkj03R4HwhQfmsktt8RhmT6N8ODTX5zFbTGt51E4Y5QjPftVsXYPPSzZzjRXLNCQQLhNgx920s2+/FVZsHNKbcumSD03UUsUoRzWaxbdG0L2ISFJ3czmv2aElqEDgw+Sn8+J5/o7bsFLuNxic6jQYKvjFNFhPmHbwR8T37WBWVnpdi3CxSFTJafDegsjSDlk+YK56dHY3BO0+EDdUHZZsziUQohEIIDPqovQiGhXQhvl2Qy2awJc3RfUd4b1uX7jm23PEYmhwug8ViZeeqTjrY+EH9oA6gS5Cp7tMwwUuMXOLRndROUpiMNeYKLAYUVfyViYBkRltzkk4ai7rMH6Is79ewCrkFmvFKKQpiwliMNh8mxqqCKg6jeu7clGj064woCWKDMGEXhkX0lyKKQxjmNKdr+K9Hcdjk0oeQ1fQe5200Tpp19FcsLcSekkPQUZHWRM6EoxWZWsxOHm5WcolCt5Pctt6nIcO8gzdh40o6R46SOcCvlkF4cg0fT2j/j5ZLqNMcUT1qNvc7F2gZ1CFPFXL8CxEiRIgQZ56QOGwMHG4bcFJ9m61gHRjU9c2HWLkY3brAByNKbQvvbb9eshl6aSz0cv7OPOPFkCoHA+ETWeeEJ+oyruV0y+ATcURQx+r5BJcIjK574LrLR4penvC34yqj8V0U9H4JeNDohJnr8f2ds9ATNQNVWTegKe27vB+by1Eiu7AYj7zBHTfpKByjeAh/oXtOqH99RBxGAk76nboysfIZXsUI1tFNEyiO10quIQdm/ANzjvzc42OZhVKUFtzN/h+mrkZB1d88Phc5idHtx4sfhj9QYSOn8Q0fWwkhmHgNUD82O/NgU9at9ioOK+0awOnuwJ0Z1+UkYGg4glIlFWF9jXskL7lLUJSoL7SyJI+35USFCpohQpxPDOiN6NLaCsDxShlbdG1Vux8n6jKuRl7tPz0+Dp1+jhcNZ92MkeSWL5Da9hU7H1GUWnMKxd2MRu86UpX3K0yqeHI4vtB70XveoZ/g6+W2WLZdc9/Con0/cBt70fvQyhKwYeVBJpDXKxLRGzEZMV4KqbR4eHzSYxgPSPxWXPEkNAYrpzBs/UOz8MnC92EdLkLmNr7lUbTlD8eG349qsBI5HMIwX5DbFy0yns7/NYvCppgiPq4aXXEL2f9l+k6ktHl2rPJGZ8x8qFXO4rCw/jIs23slpCZbJ61JqMSOee+gP2ZmQDEJrizbsQ6RQ1VO+9HiF2zisGBDziGdalsMWM7xJ9Como3+SG5Xsx5rFBTWZs6USjt6L45fYUPeI8/txPSX4NuIyKiGzNAFnSwJFvGZEc9rFSmoy7zO6zZmqxXbG7qxOjue7cO02BcItZnXYaKX8XyIbzedGj12NvpYRLVa+LmbmNyPsWaLFRtrO5yaXWiuG+wFL6nQ5vtEwkrXOExXYRgf6NGKyp/E7nnvYLxIaluPaSfvg2LYUZJeOTmaHS96EM2p3+G8D9VX7rvmMpQfHf382v8IxKvcp/8qbT3Wbp2PIUUG9s96Bf2Rk3m9rg3LdmHdtoUe6wXNCWvQmHYl/GX6sNOmN0iYvnjvd7F5ydccdcHAlqVP5f4GBoXneTEfTBBj/aqDMFBTnNXMxNQ59f9GhNo2ZuiOmo7mpItQNuE2JHVu9vg+6TuSy6Xozb8WT314DQZ6ukfqT1Q3e+rDjT6bEuM7d2DBwR9BZBkVfsT3HsBlG/NRlXEDE6zxwd/fhD+wqHlto+9tziHIUXFxeix2NXahQ+NZwDI5PpxX42iI84/sCAVKNd5d+fzBKuDnQKdWZqIy56c+t6OzrFQoRO1gcJ2wxgo1v5JIfEFqDL6obvd4FKdaONVaT7R2Y/6hG5HUudXpdrmhGxMrn0XkwCnsnfUqIHBPQ5iVHIVSjjhcT4RJxQELnrjuRxHLepPZZ1qPSiKCXCREVwAR24WVT/s8l1JTGjmmOgq8CDo/5Na96vW+5Cg9oeZlHJrxf5zipdYh37VoX0TLxEwA7zpmi1VIsDAtFsLhY2wUCaU4iOn17aodRpHhFost6neYJtUU8AlGpFfVFzkJZ5pj7QPIGq7Vr8iKZ3GeNf3BO+YECv1+Q4QIESJEiLNBSBw2DlDXd6REiH4vPrdRMjGWZsZja10XevXOA1aVuhJSQy8Tw3gTxLTHLUVGy8c8XpEQAz4iVc40Wxd+ijXblkKpa3W7rTHlMpwo+gPn/QQcRVEuBlUTcL4wWqT0PyaSnBxIYOUPE2pf4bVdTN8RzCk5grieAyiZ8mTAjhIkbrtuJrd7Bd1vJALAYdLhH1Yo1bXQqLI5hWHsNerdRUJc0BSKXAgsIjmK4lRMIECxHfube5lXV3PKpfg8Zh6W7r0S4UPVTpPKwbAcHJnyV/RGTWN/ZzW+7TNeIaPpPZwovH9kQZtP1EbJ1CeR0fyed4FTxnKI5OGIV+jRqfV/wsyF1NANlboGZpEC/RHFThV0OtHwWaIwmD0XUU91DKB8jJG9NAkOl42e9iiS0tU5rCn5EmQ1v+/1cfSSGI9d4lKRAMpQrGSIEOcF5CJzpLHbrTM4MUzGimuunCh+GLE9hzhFIHToPlXwOyaQHwtJrRsx69htTgvJGc0fMGfLI1OeYrGUXGxd+DlW7Frns9hJ5y57bK5JEoFti79CbPc+ZDa9y+IutfIUlE+4Depw2zgrq/Y/mHL6Ea8ROxRruW/WP9E7TrF2Ffm3wyKSIrXsRQBdI4u5CpkY7XnXYU/xwyPdwMSn6yqwZusChGmbAu5SH1RmoStuAfv/lFMPBPw4qa2fM3FYX9Q06CTRkA93b3NB+9DOBR+O/K1SV/sU/HFhEIejZLKzk9yiXZcjvu+A0/uQWDRYsecSaGTJ2LD68JjiJolkUxUELvrvI7+2uXw4snHZdqzatsynswrRr0hDpIOrF6W0JA7rL+3/2uD+XTg7jXFq/xmNqVd6dxDmUdOleNFzCZFJA4lpAAZJFBvXBpv0+rcw7dT9LGbVvsBjEEdg7+z/oCd2Lvd9Gt/F1BO/Z/seYYEYJUV/RH3OjzEe0MJJ25AeySo5VDIxc1zyVyNWOvF3SGn7ChHqSu4NEmcB8H8OF+L84EgbDyGJQIghZQbCNA3et1O4u0nvbe4J2AXZ6SUMj21o4bhHa0DzoI79ZmkxOS1cwdw/yNnlq+oOp8NdTv3rAYtgErp2sUgrxxgrat4hN+mxktr8CWaX3Op0jmSRw/pOzDl6C44aB1CXdb3b/Ujk7FhzoXMDlzDM8TFV2gYs33Uhti76Cv08Fju1qmx8sq4ay3ZfxJol7Q9N7rOlBXehOtu3SIEL8fBx0xdyQxdy6v+DsoK7nK7XyJMRpvNPrU17nlkWjpieg9BIE6E0cLt6+UIME5bs+Q62L/yEuaq6xprH9h1lF+uwcN1+jnCFkhJovGsfl0TExLJGRKo30YW+X29jFYWmEQsPXMu5T7Omw4Z/s/OYGN5rkvQ6WxLXYLxoTL0cUQMnfW5zLpEZafvcF6XHobxbjbLuQafzLYsZk4ogFJIzvAXigGt/Ib6pTEuOQllbd9Aerz1+ObIb3vA5J9q28HMYuSJmOajtP7eEYQSNXen3IxULcVFuIrY3dmHQ5TxKkcoakxXHOwaQ3vyBmzDMkeT2TUht/ZI1nrlS26dB2xD/BquaXjXSw+VoCMAxzerhnLO/pc/ntIvG9+SQ5Y3o3sNIa/mUOXCrw7JZDK9Onsjq2nyQcjikprR+yWtuntzu3NwVMez2OjUxEq0cDcz+0uvQICAcdnyblRwJmdh5CThGIQVJAGWaBohNamgUaaz+4yiO9gR9uvFdO9GZMBrBTJ/hjBN3+6yL9ERO5RQfjjfm4fU1uwCZojyn9W+EZeNPAcMAW5+xCsRoj1uCQ9P+BqOM33Ehuq8EuTWvIH14fVYvjUFN5g04XfBbXvePlIWilEOECBEixNkhJA4bJ0gYtjYrHvtbe9CnHx2YU4EtJ0qJSfER7O95qVH4qqaT/T+p/WsUVvwF0f3HR4obFK14svA+tyxvojH9+5h1/Nc+B15t8aODtYCwWlBQ8QwTs5BLQW3aD3Bi6p/H9JAWsQrrVx1GdO8RFqFH4hydLIENJvuipnLeJ7fiBYTxLDiZPLhnfBNdwiiK0ZswjK/zFs8nR+RAqV+vN6fhDbQmrUN7wgq/HCX4OJ+RoIw6Psn9jN6LXhILudG/ggG9+5TWr1CV90uP2wypcgEeczCKNaAFNBKEJYXJ0TigRZ/e6DQ5NcoTmOuK2DiIxM4tkBjVGFTlojt2ntNjqYZ8R5/SRJViOXTyJMiEgJ5n7Z+K0yt2XcC9EBmVC1xpm4xOiFGhs5mfJbgn5NpWTCp7lC1wi6zGEUvy0xPuQM3wYh7fpWu5iHuCSF3xYxWG0X5Q0t6P/JgwKCW2U9+UhEjsbHTen8jZhuJB7e/FFfquD0571uPzhIWEYSFCnDfsaeyGSeIummgf0jM3MS62Lf4SuTX/RF7NP1j8rFUgRF9EMU4W/gHdHgQRfMmveA7FFX/mHPeJzVrMPnorTOIItCWucrudHC34jAZom+z6/+Kkg0ifzl+u5zBCqu/G5NOPehWGVWXeiOOTx8cxzOl5cn+BU4kUCWIbL1dPfxA92d+BXhbvtm1m47sQGwb8iqp26nQNL3aKPorpC9wRSuwQQyr1IgzD8GstLH0CR6c9CbMkkomx/cUsEGPboi+gdmiiKDz1uJswzPE5w/StWLj7O9i90HeUkr/QENXVMDTG0gmVjGZBvlFYmiB0uD/FftFiPjmH+QNtTyI1LvPSIUUaajOu9Xjf3qgpiO/Z7/M5+iL4ucqMN+GD5cwZgARNVPynOVNTymU4nXdHQJG2XEw5cT9y6191+g7p/zLTAJbu/Q5Kih5Fbc5NTvdZsv1CxA6WON1HBBNmlj6AwurnsX71+Div0ViexGEykZCJYBoCiL/5etl2TDt+NzKaPxw9HkrDgUk/AeY8AvwkFBXybWRQb8KQh+hCV+gYM+m0zenaIzOcY2lNZgs6/Iy18kRxnAq50TYBGKLDmDjDYLayRhqxwwLrzMQIHGofFafHsdi9wKBFOFvTle3AS0+TGxWGY0GIisqvedHjAi29m6mn/uAmDrPVYEbHMwdfvhwz+6nG4vv5SEw0+8gv8fXyHbxen0WswJalW1i0l2qoHhaBiInyeT1ZEEhv/thNHHY655eYUXo/73GRdXjReVqpLVprrL4XEUPVWL7rYuae7gl6bSQMo+cyC+UjLrD094CqAPtnvezkikp1KKqT2RsR7d+vpxrZ1FMPeBU7CobH274goZ9O6b/rPV/q0q9Bbu2rUHoQ81FdtTZzNNIyUL6Tn8TEJBRbNxYo7i4tfHQ+VRCrglIswsnOfmiHuzfZd2gwo6R9AGVdaixIi7HFf4U4L6H6ntpoYs2b5PJk/z0WxwXPgb8laQ3UymyoNJ7rricLH4BBFoszDaVIzDh2J+T6NjZXPTLpSUgsQyg+/QRzu6TGqsqcn3l0uXQkNXz0eEYCsdXZCTBbLOjVGW3ndKpP1HePHKMn1L3m8zGzGt7gFIe1+OmaVtLB32WML3zPNVSXdRRJ2SER1NzDNyOxc5vT9UXlf0Z/eCG0Mj7eV4BGkcJLMMaF0OJcR5qeaFsfpCbjrAgF6oIYxUlLCO0aA460DWB+movYace9WHPqTSaMxvB5tSnlUuhlsRA7NF95wk1EJhSjM2YBEnr2eH49AjG2L3AWgAeTiL4TzNFZYDWiMfW7aEm52Ol2Wr+Jlg9HWu5+ENj3EBvL2BFYTUju3IKLNk1hCUzqiAKvz5fZ8BZmHL8LAocAcHLhK6r8K5I6vmaNlr6wRSmfX+lHIUKECBHim8FZFYeZzWY8+OCDeOONN9DW1oaUlBTccMMNuP/++0cGt1Sk+eMf/4hXXnkFfX19WLhwIV588UXk5Y1O+nt6enDrrbfis88+g1AoxJVXXonnnnsOqrOc2awxm7EiK4FZhKoNJlCCOHVD0nvr1Rqwp6kH+uF2qbTmjzH76K+cBhRUMKOOjtjeQ9gx/wP3TkSBABVZP0V+3Sseizj06CeKHxxTbNG8Iz91evy8xv9iQuN/UZ1+LY5PfQpjoTd6Brv4QmjSYkrFY7yLVQk9+5g4xyQJx/nkEvbq7uNMKDUmAZg3BAK2kO1vLGdO3b89isO8OUqQtT9XDBEV7uwRAPZ/5+dIserOdL/FYQQtzHujKfVyFNSQ44h3qjNvZP9S582Weps7iSdo32tOuczj7UYe+6YVQphEtgIJX2EYMRgxES3XNyO95CGg/D3ApAGUCcCsO4GpPxvZjhbDxoJM244VO1dD7jIJpsnQtNIHkNK+Abvmv8v78YriuT+Tg61jE7DZj4U1fRrU9A4hsX0zlMZOdCauBKQJbt/bhhV7sXLHKsiMtmgtx4nsoanPoYNDeGGnICa0ABgixPmC2miBp3UJb04d1Tk/YZdgU1jxV6/jIBo3FlY8xSkOo/O7WSCFyOp7IZmvSDyr8X+QOIibuIjpO4ozNX7SORSAazOug1zmPu5YtXkhIrS1/j8+nVsVWdi14APoFMlOtwXi3mVnMMwm0orp3M1rjJvR/hnSN3yGnqiZ2DHvfQwp0hHmI1rIDu2xWxeudxKGEQW1L/h87oTe/RCYjbCKxnehjj5ndXgOLBBBxKNI6vq6aThMDmCuegl63E8vGI205BpvNiqmIF1ra9Cxo4ufioMz/wGjl1jJ40UPY8WutV4/Q5K61Wb+EGcb6pJftO8qp98tLXRTA1BS+ybsWPChW9yovwiNQ27CMEfo+mml96MteQ20ijR2XW7V392EYY4o9R2Yv+8a7J33PwQbEsCg5EXgxD8xwziEdHkWjk78AzQk1PADclFumfcsFsVTo4MQkNsWejA0tuaGEN9caOGbLzVZNyKt5RNEeTr/RmQBM29n/6VFX9pvO3i6d1CDkcHifUH1ZJeaCUAWpccyZ2xy7RFzGPdkRIWholeDAYNpZK4aKDSvMolH535UK6Mmym6tAU0BuIzYoagne7OlJ6gJKK57L7pi59vGDxqNW9NaxcynYO1dhZz611jEkm/n1SrmOGKQ8hcakDv4YPjYjrkjjwURBDwXFyUOc1yBxYiMhncQpmuGUaSC1Kz2eD9yczSIVJCZ+9zPvxg73oRhrs9F7h5bFq2H2DSIobAsj4kLjnUy+/m+MCsa+37aB5WUHERs+3FNxg+R0GmLVfeG0GqEThrHHNi4oLH2zrn86x+BYJRGYee8dzHv8E8ROVjmdNuAagL2z/wnZ3OEv9BnF+nguu73/UmIGKHA1MSIkRgzDDfsUV3GE3qzhdXKKfaZBKohzh+MZjMO1rehrn/0GE/f8MSYMAwaTajqGHvdbwSBCHvmvI5F+6+CUtvsdnNV9k98RpCPB6u3LGSCNfsvIlxTj9U7V7gdR+cevQXa0oewcelWmL3MQ2Ll7r9RkVCIOKVNeH2gpdfp/B/uyenWcZuhGs7rScCpkgih9xTJcQ6RqJKjSe3eLE1CbldhmP2zjxosYxdfDWRGsQrq8Hy36zVK27zGFwMOcy2pENjT3MuE+BkRCvYbGQ8orrKxX4P0YRdHfHkdUPYmHFvNRBYdc4unsYAv6DPqinFvfNy14H2s3jwf4dp6zs9t85LNgIem8LEgVzdi5e61kBpHxyep7RthPirFnjn/Rmf8MttrsO+7FIm5z8lm3C3+c+XOVfj0glonB3pHyMV9OnNK464LxvQfw8Tyv+B0wZ0enydNJUOySgaNQ6TukI+5o1KpDMUvhwgRIkSIb7447M9//jMTev3nP/9BcXExDh06hBtvvBGRkZG47bbb2DZPPvkk/va3v7FtsrOz8cADD2Dt2rUoLS2FXG4TNlx77bVobW3Fpk2bYDQa2WPcfPPN+N//gl9A9of9zT3MIYwyrSMcbEKre9Q45pDTLjRpMPXkfR4HFBLTIKac+iN2LvjA7bZTkx5iAobM5vfcBq9U5Ngz69WAi/zh/aVuwjAnW/XGN6k6ieMz/orxZt6B6/0qONGgljpuBscoDoscOMU6AWjhzSCJRkPqFeiMWzxuXZ2uUQauEYtkjR80IZgHumPmIr7bc6cHF1H9JwJ6Lk+iMRK8TSvOQsmp0QLh3hoDxL3VsMr8Kz7Sglx3/EKv25CjSkv8aqR0bvJqOU7RTwRF0IyVpsQLkdX4jtdt2hJWBCRwJEv+9JhYYMXfbBcvhImFGAowjqSw6lk3YZgjCd27UHT6CZROvJfX45FbQ6xiuIvHgXbKiQoCeRXPobDquZEuYwsEaEm6AMeLH3Fa7NcpUvDF2lJE9ZYgv/oFiMx6NCddiIbMq3w+B8WxOKIb6oWp5iuIxRLI8y4BxMGPbvqmsWPHDjz11FM4fPgwO3d/9NFHuPzy0egLT8c4Gg/cddddvEXhx48fxy233IKDBw8iPj6ebX/33XefgXcY4tsCFbPHHubEj4zGd5mLji+i+08grmMnuhIWu93WkrQO6a2f+nwMvo5UCV2+F9Gi+0sgsJg8FtWCgcViwd1XrvXqRErMOnhzwMKw3TP/jY7kNSyKL7v23ywOyyRWojLn56zDONxLV7o3aocXJSaXPcJ7bEPbxfYdxprtS1CR+0sWKerr9feFTcTB2a9ATU6pbo9n5eko9x/UjEH06C0KyhG9PAktSWuR3valz21pruM6f+JyI6N36Cv2svA37mKC7EITHnkjDgKNxmMzRn/UZNSmfBfZLe97/A6PFT8MjTIdZxWrFbNK7vAo6CRh//Tjv+Ocb/rDwgPX+dyX6fbJJ/6AA3NeZX9POv0nn/dJ6nJfyBkryqFazNtwIWDsHzmmJ6Ica1s3oCH1uzg83fsY2hXWdCEPnutFiG82/ogaTGIVds57n50L0po/GpmrsF9L+jLgivVoU+uYiw/FJfmDQiLBuowYNPRrcaprgAnFPInedzZ0YV1uopOQw5VV2fE41NqLhgEdOuMWcUZp84G5czg8D8Uq0TF2dnIUklU6Jh7p0xlhtvq3CB2hLue1XfhgBTpj5nE25lHdRaZUojHsCjSmXIzvfJnl8/HonUQMlKErbhHOBlUZP0R+w795bTukzGT/zjn4Y6S2r+c1DiBoLCc2q4MiBBsrErMa4QNlaMz4gdft6NxN3yc50tspq+tF5H2jkdJCgQUTGv7D61Og975j3nuYd+RmtzhhjTwFu+e8iUEfTiPBgGLqNy/djPiuXbbandWCrth56IhbGrRaZUO/hrkSHXFwC/SH5ZlxiHLpsmka0HoVhjkKxKg2NIE5qoQ4HzCaLZg6Zz7KHH6L4w3NezYt2YLCiqcRNXgKYpMGA+F5qM34EXqjp+NMs3rzAoRr3UWwnn6xCn0HZh/7DfbNfs2rO1e0TAKVTILGQS16tUZ0aQ3QGM2cxzQ+jeBG8XCDg4fmOX+hWkBs70Em5iU3N3WQRNGeoEjJVJUcJ0X9cAjyYes7yR1f+369Xm6jz/R4EbeoqDVxHQziSEhN/T4dzylViHRKtjGZFUZKy+gZ34aSg239kIpFEA82IKbsTY/vk86v5GjqzUmzJ2oGTFLu/WTTyr2I7j2KgqrnEK6uZk541CTVmPodlsQSbEjkvm77As7XS42Ri/Zfg60Lv0Bf9HRm2EEYPrsK7isPrvc1o6jsMZwqtjmkupLNI1o9t+5VJg6LkokxaDCx75yQi4TIiw7DhJgwt/pCYqJ39zoyTdm5c2dIIBYiRIgQIb7Z4rA9e/bgsssuw0UXXcT+zsrKwltvvYUDBw6wv6mL79lnn2VOYrQd8frrr7MT5ccff4yrrroKZWVlWL9+PVv8nTVrFtvm+eefx4UXXoi//OUvzI0smJiGnb74QIM8mkhT9+PMZFunB7mIOQrDiJS29ZD5iJKJ79nLVOlcizpHpj+Ho1OfwsyjtyOu9wAsQhnq0q9GdfZNMIsDn0zPPfIzn4Wf3Ja3UF78u6B0pnkjPoDIAhqABozVimknfoechv86XU1dFJ2xC7B31mtBcyVzjJF0jDJwdQkLqkOYF0rz78SSvVf4J8Aa46JvuESIOSnR2FxvcwWLGjiJwzfUQ2sASBeUODz3smuE6FcYJuVX96Ji56J9P8CeOf+FWex5YfDgrBcx8+gdSG373Om9s0XViGLsnvcO69IMFh0JK9EdNZMt8HJhEUhQPuHWgB5bbTCzY423wj6xq6ErYGGY0KxFetP7PrfLq3kZ5Xm3wyxSsqK/vdOci9o+DZLCqHPGecJo5VmwTlJKkBCmwPFO9wLmsp0XsM4dp/cAK9LavkRc115sWbYFOrnzJKwvehoOzHoF/vBpZTsUykEkinUo3vF9RPQchnz49dMitjF9JaTf/ZJZbn9boU6oqVOn4qabbsIVV1zhdjsJxhz56quv8OMf/5gJwOz4EoUPDAxgzZo1WLVqFf7xj3/gxIkT7PmioqLYdiFCBAOKarD4MS4cC+GDvrt87YTpmsDlZ3Ci+CEWAUydkN4g0SwveLz1YR9gjBc0hnIVhrFFXYW7wC2tPbAIA4M4ignDcmr+hSmlD0Lo4MyR0fw+iw8KhKbkS9CauJb9nzMG2gfUuGAWynB6wu0oqHreTSSll8bgWNGDaE9cDaMk0mOxnu94T6Frw1g4OPU5zD/K3XRipz7Fdpw/PO05pK3/0udra49fiuTOrT6f2yRS8l40doT2K3scFW1HMelcY/GSGX9jIvLpZQ+y78W+0N4XUYRTE3/v1V33TBHfvRvhQ9Xet+nZy441Y3GyiRrg1zDi2LUv5CF8ZRGn6mpbFHyQWLFzHVuo4nou+m2ToM81es0bJzsH0K83YmpC5EiUT4hvLxSlJhYAJp6nQJpnHpn6V5wofAARg+XMzXvR9OUQy8NR16fBkXbvi42eiFNImItIhEzsURhmR2e2orxbjcK4cI9RYLT4THqtVJUM+gnfhaXmJeam5C+nCn7n9PfEOFuDBx1jyW2IxC4HqRjgJ3bXbV9QXcC1MS+7sJjFEJKYeCTm7PRTvM+TGtGZjyezc3LK45jQ8LrPMR5Rl3Etlu68ELF+CvuoAfNc8ouR6Tt8bkPf4+6dO2DQ6yF5rRCr/tqKkpbRSGmqL6mGBeV8vmcad1HMFMUJx3bvR1zPXnZPqhH2xMzGmYYEmnQZD8jhi36LsQoJurX+/8ZFHHtLdR9/8UOrWhcSh51HHKhv5S0M8zSX85eEjs0oLP8rZIYeaBSpbC4yFB68caQ/KIZqoOIQhvkiuX0jlEP10ITZRL1c7GjqYe6bJh5i6p7oGYjv2e91G4oWDBY5ta+ioOr/oNCPziM7Y+bj2KRHMBBRhPGAhFafVrUjUSFGu3Z0jpHS+gXvx9BJYyE19js5hNOc/3jxg6jPuJrzPhSTfXzSw5hZcrvn84ksGtaCq2EOUgO0v+xu6kFuzVvwNVqh2rVZKHKPjqTGqPAC7J7jvFbmCokv983mJ1gfKzNL7vAZCU3rm/suOAKlRIwBvRH6nibwWcXMbvyfR3FYXI9t7dobtA9dkBMPhUTM6lb29AGFWOhUUyA3MBJ97d692+dj0jbkNBYWFhJPhwgRIkSIsXFWV6cXLFiAl19+GRUVFcjPz8exY8ewa9cuPP300+z22tpaFjdJi7t2yFVs7ty52Lt3LxOH0b+02GsXhhG0PTmJ7N+/H9/5jntGu16vZxc7tIjMhz6dAV9Wtfv9PusHdMiM1DNbX7L0dYUshfmgGqrlFIfZLekPzfQdi8eXOUmRPhcQCBrKTD92F/bNGd9BH99uRjtd0XPcYn/8ofj0427CMDvUmTfz2B3YP+tfYxaE0b+uEQZ2SBjmy+VgPOiOnYfSgrtRVP4k70Joa4LnmD0+DBotI8IwIrfuNQgFVjfnB7tIjJiSJsaOWwQIF5sgEJA/mPfFrqmnHmAFd0+QeOnArJehUlchteUz9nvTypNRk3U9c5IKOkIhszmfe/hnzGHLEYMkCoenPh1wgdE6XEyjTk9vnXsdART57Mj1XT7jxOwL3kntX6M55VKYyLrZByQQcxWHSYVC6My+71sYH4FBg/ukML/iGUS7CMMckZt6MenUQzg08+8IBgKTBjM3zHKLpaSFe2njJpheyYX4p7VsH/g2csEFF7CLJ5KSkpz+/uSTT7B8+XLk5OSwv/mIwt98800YDAa8+uqrkEqlzJ20pKSEjS9C4rAQwYI6D3t1gUcK+sMQz5gCJmiOnMx5GwlgD037G2aXUIy5h+dRpPMuCHfHzHY7f3F1lVqF4xdFSGMp+xgqOTMHT324wWlR145C0xRQ+BV9nlsWb0B643ssLtkVehapechr/AQVV3XSaCgMtnGOho0tbmCuX3aVO8UyRPF0O3GE3C2/Xr4TdelXIavxLYQN1THnt4a0K9BFTre+3p9Q7DM6w05fpPeIbl+0pV6E+o4rkdn8AYfbMUVsFODIjOfZ3xZxGI4WP4YZp+7z+Hh6STQOznwJF60v8umqdzr/N5zX035Cgi/XiHOu8TkJyAZ6ukcaN1ybNjpT1mFjyjrWYCIx9sMilHptSjjTRAyc5rfdYOmYxGG8HfACiGNVaFuCJg7LqX0NUg5hmJNLds3LfonDqBu8rl+L+n4tSBtGArFIwfjEw4Q4d6Hjx7GOAdT1axCIfpxEYt2xtqieNqMYSVILjgYoDCO0JjM+Km/lXU053a1GVpQSCrFz7E+vzoA9Tb3M0WcEST4UuTdjQpXveGJHDKJwNKWPNn0kh8lYg5AjB9sCcysi0TBFF0lMnuMRzUI52hJWwvHUQY15XC7tcT38HdWTO7egOrrQa3OVRSjn7+xktbC6hELXjP6IyeiM5z6vR/cewfQT93hMInCkK2YOc23zVxhm51ySvRp4NqjGKKm2MABYW3Hk10CnerSutPgFsOv4fiXNDg0U9Du1/1bPR0jYeqprEIvSYrChthM6P5sKKcYsXC51Ojb6IzKjZscQ5w/1DlGSro3Qroy1MVpkHMSabYuZ85YdlbYBa7YvRm/EFGxbsh5nmnkHfxLQ8ZPWQlLbvkAlzRs9YHMj4vd7OVb8GFbuXO1xjUUnS0BtBr+4TV8C+IkVf0VRxV856/NL9lyB7Qs+xmDExNHGjEgF4hRSHG7zPeaJkIpY7dfbuyZhmERgO76TOF5s4i9OJUflT9ZWIr3lI5ZKMxA1Gc2J63zeryn5YsT0HEJG03sOLrC2b0eQMAPmqw+gudq3sHk8CVdX+dyG4rf3zXgFSR1bWHMhfXaDqgnM9bw2/TpYxikRg+K5qVGJTC96o6aweFhf0O/DF0ptE2anRLHz0L7mHkzlWZ8Smz07XVITB58IdRIrVncOMGEYOYbRfq50eV90vCM3MMd4Sa4ma1+uYiFChAgRIsQ3Rhz2u9/9jgmzJk6cCJFIBLPZjMcee4w5ghAkDCNcT370t/02+jchIcHpdrFYjJiYmJFtXHniiSfw0EOes6W5oAHEFgfxir8cax/Ayux4dHB0BxhF/ByoDBLP1r6eIEcAmaGLFcD4uh6Rve2Btn64y+q4ifMzgjAQtIpkhGmbeG1Lg+7m5AuQU/caixRsTVoHndxZbOANsWEA+dXeRSLk9hamrmF27v5C+xJXfMF4dEoFSnneHeiMXYQppx5AVP9JJ5cMru7Jmqybgvr8cd2jTnFKqc3ynzo7HTneZELUvbbP6tmX/srilbxNttObP8TJwt/DIPXeI6NWTUD5cHxksKHX5zh5NUqjsWv+u4juK0Fy23qIzDr0RxSyhXkLR6xXtFyCXh2/glqf3oTUcM/74ObasU1IqejOd0FZNrwgzmeBhOJDXEkJl6Gmz3nh1hWRQIBouRRDRvftCiue8fk601o/xlHzX5hIcKxMP/E7N2GYI2J1A6z7HoVgwR/G/FznO+3t7fjiiy9YtLQdPqJw2mbJkiVMGGaHIqkpzrq3txfR0TY3z2AIx0N8e8mODINUqEW7Zvw7P+syfohpJ+/3ej4m9NI49EdO8nh7U9oV7DFmHLvTzelDrczEnjlv8Lb7p8Ixi97l6Ci1Ux3k8YE3SBim8NBBKTSPFmf5QKcrnTQem5d8DYMsDlN3ugvDHKFzjF4S5Xbsp4ihvbP/jYHwiUx0bhUA6rCckUKnwDTEokBV6hoEAhWu2fOEZaJ0orMLC190klgojN7nODSebk7lOzPwzJHpz6M6+8eYe+hmhOma2SOTM9uB6c+jM3Gl07Z12TeysX9BjXvzi0ESyT5XimL7YtVxXPx1MXMD5aIraobXBRVPEedPfbiRicbI1femhVPYdfZ/vTqJCQRBdZr1F5FpCCKzlu23jph5/q75xsp6oidqOhK6fXc9q8Mm+P3YQ0GM5sxqeNPnNtQEQbEo/kYPWYcX6sxmKxo1/h17QnyzoTnWhpoOaAJ0ZnaFxBjVvTYBcqA0q/1zpqTnoti3Ygf3MJ3JzNwmDPY8HAdOTLwP7XHLML/6CYh6TjGBLLyMC8wCKb5eZnMOFAsFKIhRId8lVmdvU+B1N3LOr876MSZWPedxG1rcNEhjIDCMLkB/d/t0KOQSdMQvwdHJf2IRx4SVx8KkHZHV/bOW6TqQX/U8MuvehBQ6GAVyNGZ8HxU5v/DqBFNc+ggm1LwEkYPgi0aAJwseQHXeL0aui+3Zj0X7rmauXr7QiyOwe87/sHR3YK4wfOf+gWIdFtTzcT+jcUl7oh8Nil//iv1Du1m8CpiWAuYgRhcaxrs2JXqqf5RMegLfJijakY4F67LjWaxtTb/3mowjbUN65tKSEi4fcbR3rYd5Q+4iUA3xzYVcJ89EI7RM1wYrxFixc7WTMMwO7X8xA8exZNel2LHoU7fbY+Ri9IxT4xeJ0wLFH1GTLwYii3BgxouYffQWN7clikQ8OPmvMMj4uWDGKmVYmBbDTBRcm3nlunZMrPR8HpaaBlBc/mcWmbkmKxZhUgkbB5AolI84bICjKZgLoxVIU8mhN5khMPvZHC0QYHDijUiJUUFqNKO5w3t9kNwk5x3+MXOqc8QCEYQX/AcouhYtA5qz7sBp4pkw1BcxCS3JF3ltsg8WMn0nZh/5JXO6Fjg4tVVl/wRlE+/xel+hlzGnU/S3RMDOSxSN2pjyHSR27fB5PxKpeaIjbjFi+o56vT85e+6pc/b0r+wdQnq4HDOTo5zSXmj/D7mBhQgRIkSIb4047N1332XuHhQDZXf1uOOOO5jrx/XXXz9uz3vvvffiN7/5jdMCcHp6+khBz67UpkEpxUhSXnlljxo6jcYp9s8fKFu6fUjPafPbnHopJp9+1MmulsvJoSd6dCHcF2KTGtOO/Q6prZ9ANLyQqJXE41TRfWhI/77X+3LU/Hx2FIw3VKBbdOA6fot5skRMLR0V/0099Qc0pl6Bo5Of4BTcuJLZ+JZPpzK6PaV9AypVv/ArNpKgfchVGGaPMLAXRc9UhKRM04q4rh3MoUrrInTriZmFbYu/Yv9PbP8ac4/83K1rgoRhtelXo7DiKQgtJvRET0d9+tXQuyxIjQX6GHbeYivaEdbhDk97HAA5OUiq10OjHxWTcX105GAV170fLckX4mxAkR4ZEXIcaXd3KeiNmsYuvliYGoPtDV0YNJp5iTyretSs29Pf3zQfSNjWGzkNMTy6jjWKNDYZE9OL8vHShUIBNEbqALNCKRahR2dErQ9hGLEsM4b9K3b58oUmLa+4Iur5kes6MBSWhbFAv++o+i8w5OV90j5qOfYiRCFxmE9IFBYeHu4UP8lHFE7/ZmdnO21jF5rTbVzisECE4yHOb8KlInga4UTJJCxqJTNSgY8qxha3xwuhENXZN2JC7T+9OlTtmT0qpPREQ9r30B6/DFkNbyFy4CSLMW5LXI3m5Iv8cvkih1bmRHb0Vs5IqZrMH6ExzT06drzwNm4iMT+fRU3a5uC0F9CcQp+FTVxK4hAqYPtCbNZi57x3kdC1k7l9dMfMsTmTCISIHDgFiaEfQ2EZTBgW174N8w//BGKLZkwLrZ7iEv3h6yWbcfHmaV72K6A++XKfkSZ86Y+aho2rfMcwEKeKHkBLyiXIqfu3bV8VytGauJpFYtnHmiZ5FD6+uBnTSn6DrKb3IBgeaBjFEajK/SVO590W0Ou0i8Y8RU/S3zS+Pxsuv1zkVTyPiVXPQmLRjnxv/ao87FjwEUzSGLYvUveyt/mmURzOmkPGAi0grN0yz+d+XZPz45H/a6QJCDN4b1qg96Md4xiNbye4IzI9V0hv4A5OoQCQs4djnYerGz8YHGnrC5owjJCLBKhT+y9AV0lE0BrNvqZdHmkacBaHkQsalzDMTkfcQmxNXY8EpYw1M5FTh2XDTUiqf3vkWEBjlNqMa3Fsyp9H7pcbpURBrC1O0pG2McYtlRbcBamxF9n1/3Wr69SnfQ8nCv+A8J4SzN9wycj1tEgutpiR0r4Rye2bsH/GS2hJuRhNKd9BXK/npj6nBsXUy52uU6jrmHuNvR5HSKw65NS/jtT697Bryafoj3B35Zx+7E4WZeQKSWWmlD+ClLYvsXPxZ+y6aSd+z0sYRshMA5h19FcIC1CkMJbxioWH6IscRMvzbscsGlf62HtpUZZvzYl++4KGTW71pfBhc1L77uapjsTOp+FF2DX3LZik3DHd5yskUKVzF4m8+NSgHOnSGtGl7YOkDZidEo0klRwxfkRUkhN+p0aPeKWM1eZJYESC0jNRJw1xdpNA/MJiwbST9yKz6V1W8+VDbN8hiExqmMXO55/xdAS3CgJffhsIzw/qa6FUh+akdSiqeBqJHVvZgY/mCWV5vwaE/F8n/SaHDCbOlAdyzvI25yCSOr5moqAt9cCl+bbkl/q+wNbcvNE0aDtH9uffgdyGf/OLEJZGYm1B1ohI1TLsCusJpaYBCw7+kNO1lJ3PvvohkDANBlHw5jKB0px8CfJr/uF1m97IqQHN+6mubgnALWz15vmQWjRuTTqFVc+xOsq+Oa97eQTfsmNWBxKKUd9v+w4bMn6AGcd/47G5zE5H7EKvjQZ5NS97HYNV5nKvGTYO6iARDWBa4rdrTBEiRIgQIc4tzqo47K677mLuYRQPSUyePBn19fVsgZbEYfZoKXIOSU4ejQikv6dNswkpaJuODudisslkQk9Pj1s0lR2ZTMYuruiMJiyaPRcnDjsX/4MBDTeo25ILcrWiRY6ces8LeqfzbmeLS3yFYes2zYTU7CxCURg7WRxiVM9BHJ/6lM/HGQjLRSSPaEm9DyemYNCRsAJ9qomIUnuORNGLoyCwGqHQO0d/0oSEJopU3N8z9w2fz+UtgsDpcXlMPH25hNnttM+UGMxOfMtGLDxyI5ukjxZsgeaE1Tgwx30/pK7MDSv2MeFcfBe5AViZ80VK6xeYUD8aKZrSvp65NB2a9gyaUy4L+PV1xc6DSjNqFUYfjWM3J1n/Hw2/EDN//iX7e+VVj4/cRi5jVOzj+jgFXnLoCbFxEJmN7zCXMcqGpxivuoxr0JJEi8SBHy7TwuWYnRzFvmMucRgf6P5mq5V3Ua51UIde/fjGnZ0ofABL9l3pdXJN0Zzt8csxJzmKCb0qDd4XX2ghY32N7ZhOxT8S5/oqJS1IjUakTMoEuHube91cy3hHHJnG7u5AriK+fHJoH91+a+Ad8d8mKBaS3ETl8vGxLecrHA/x7WRhWiwq1Ca2OGE/DtHxJDVczgo5FBlGTEsIR0lHYMd2fzhR/DBzmMxueMPpuMZEE/Jk7JnzJgaGoxl8oZfFozxA0YxrcZkiBibU/gtJHZshsBjRFzUFNRnXozXZd/RCoNiF97ybNgRC1g0tM3nvRO5XFaApzdkhS2pwj4T3NC6kcVF92vfRN+w0lNryKQor/ooIdaXtdUOA/vCJiBwsC4r7Rmv8cl7bZdX9h0VIaBWpqMq+CRgWvhFGRQK+WrYP67YtYJFUrq+L/s5q/QiZrR+xqJGdc9+BOqJgTK+bhGZ0ftYqUny6+5J4/vC0Z30+Zsm0p9kl2LhGTzo6iWWVPIqZPW9DAjpGCNEZsxBHpj0DnXIc4si9MOfQzUhr+9z5dZOIVV2JSzZOxpcr9kOnTGPNMjQn8gTFnY41ClOjzEB15g1O8wNXOiJnoj79eyN/75n3NlbvWOH1cavTf4RgMhiW4zTX4IKOrT1RU4P2nLTgFRfpvxP4ucSDDz7oJqQvKCjA6dO2ObpOp8Nvf/tbvP3228yNlVxb//73vzs5wTc0NOAXv/gFtm7dCpVKxeo+VP8hof94njMWLVqEPXvG1/G8fiC4TnGJYTI0enlMirCN79wJodWAqPgCpBYsg1gkZPOpLfWBCxuHjBYcaunF9KQoNtZpGfRd9xjQm9hlhMlP2y5eKO8ZYu+R5nDNA1oYrVbIecz9fCIQomTyn5jjRGbju5Dr2ti4pz79+xgML4BM3YgHr7kQezwcAugVzD3yM3wWdxI12TdicumDPhsizQKZs6u81Yo12xY5OX85IoMWcw7chE2r9jtdLzb0IotDGDb62oC4/sNIb3gXQ6psNp7wB6rXGCTuTTLjTenEe5BV/wbCtI2c4x+dNAZbF3+JqP4TrGnB1dHGEa0sAXtnvcr7uVmdzWHcw65z+L89YpLcxKiOFOYgEuuInoeDM/8Bvdy5MenbxPqaTqikIqh5OvVwOffscanR8IHMpg609CFBKUWLWscaHqk2lBmpZG6D3xZnsT/96U+sTnH77bfj2WefPafPtZ4gh/dxwWLByh0rEKmu8Otu9POedvweHJ7xgtP14+noRM0tmc0f+H0/nTQOLQ5xtkFDKGWu04E6TxORMjFKPMReK7XNvl+C1cwiG/tk8UxoRuONsm5+6zGBYJAnoCbzerb25mseLsr/LkQOxxhyeKIoS0+OZbm1r/pYS7ICW29H9MW2NYyzCTkiUwR3Yud2j9uUT7jNr0aGnOgwREgl7Hj9aZXzmpwv5u/7oZswzJGUjq8x8+itODz1OdYw6UpfRDGiB076bKg70NSNIYf1lGPFj2Daqfu9NsidKPKc9qFVpOHAjL9jzpFfugnEqOZzsvB+5hzmido+DTun5cWEQSr6dpzPQoQIESLEucVZFYdR56brJIHiJS0WWwGFXD9I4LV58+YRMRgt1lJsFE1yiPnz56Ovrw+HDx/GzJkz2XVbtmxhjzF37ly/Xs+npQ28hWH+xv75mmTQoERgNTEXB1qYsUNxkKcK7kZ9xjW8n2v+vmvdhGF2aNCT2/gmumLno8WHm8OO+R/h4q+n+O78zroBZ4ItS7/G7MO0+PGlk6DJChEOFz+B+IHDyGp8x+P9kzq3IK5rD7riFnh9HoWmkZe7BFeXpyu0kORJGEb7UERM7BnvfEtt/ABzjt3KufiX2rEJazfNxIbVh93uR52ZFRNuZRcqRK/euhhyg3vRmQbF5CKiUWY6u2FZLciqex0xfYcxEF6IKuqg8PDeq7NuZIVcx9+C84sVoG/KLzBxRqebkwPFT3JFA1gEIuZs5gmlphGL9n0fKk39yHUqTS0Su3aiPW4Jiy/iG7XF1alktfZibmoMcqMUqObhhDVS/FVIMT81mu0nn1Tyc6dRSYRBE4Z568HpjpuPpuRLkNb6GefvhSZEx4v+gNRIFVIjFIiSS1hMCYncPOF4Czk30sUXAwYTEq1WHGzpdXuttJDNNwLDJHHP4aQzVLSPDldPriKeoH10yCTBN3t5cPzZuXMnysvL8c47zsd1PqJw+peE5I7Y//ZXOB7i24tMLMS81GjmZtittdkK0DFZIXEu3uREq1jB8Eg7dzcpLXRmRilR0eM9GiozQu5zYblkypPsuDq54mmk9e2FQCTFrgm/R1+sf2PeYDIQUXRG4gb8iefmYvPijbhg61yvBcD9s/7ldv1QGD+RKBtj1/+HFZwpNqoy71corviLyzZWRPm5kOutyHl80mNet8mtfhmTTj/mtKhNf9enX4WjU0YbRXSqDHx8YR0u+rIQMgx5fH8U0UIink1LtkEdkef3a47v2omi8icR22sbZ5KgilzsThXey2tcfSbg6nj2FD258KZ/jywm05g1vHUn1nXPYovW7eMojnQksve4mzDMdZ9bu30pPr2gmrkoS4x9zBnHFRI10pwzGByf/DjrOJ9+8ncQOzTTkHNMdeaNzMna7sxHDEZMxMn8uzCpgrt5qSd8Ek5MfjTg10Md6aktnzNBokaRiubki3Gy6AEkbd/idXw4GDaBLSQFix7d+EcQnwnI8f3rr78e+dtxofnXv/41iwN/7733EBkZiV/96lfM/XX3blvUqNlsxkUXXcTGYiTUam1txY9+9CNIJBI8/vhos8941J34CMMWLlwIZYBugNSYE0xovCERiZAZpUDrkLM4S2AxYHLpw8hqfIu5Vo6wPQq49AMcFfl2pPZFw6AOBksvFqTFeJ27jZUdjc4NlPogWl6rVRNwqvD3btcv3LDQSRhGjTvkGuV67Fy69wpWayIBPrlteRs/bFv0+UiMdXz3XuRWv+hRGGYnXNfIYqi6HcZwk07/yee8lW6fcfxOaAKI2qX79qsmIqF3L84kMd0HsHHlfiS1rsfsklshNg+NjGVOFvwedVnXwSqQYFbJHRBbPf+WNLJkbFi5zy+n20OtfZiWuQ7i06POI/R90/dO83I75ExPbmKOzYZRg6XfamGYnUCFYWNFb7YwhxU7RosVVb1DaB7UYWlGLJQuc7LzjYMHD+Kll17ClCmjsebn8rnWl4DEjkLXjNmn/oy43v2wCoToiF3CjtXkSu0LoUGN2cduY3Fu1BhP7kKBEN+5C8F+f/ZaLzltktCJ9lc7JwsfQEbzB341B1EN++iUPzuNmc8lsqOU7PjKhV7KT4Ssl9gSIEraehGlkHG6kAWDMImICYOOTX6CndMp8lI87Lbsii5uFuRr/+l2PTkoehKHpbZ94fM1mJt3Y0BvhEwkCOpYJxDIHXXu4ZvdohWpht+auAZdftSWdGYrenVG5qpPDQqFsWEo6+b5u7SaETPgO42EhJWRA2VsXdCVbQs+wqUbiyHyEC9Jn/ThSU+ifcjglDRSm30TmxsWVj7j9rukOWt5zi8wpMr1+rpak9Zh07JtyKn7DxI6tzNzip7omajJuh59kc7Hba7XRU0SdElQSLAgPdYpZjJEiBAhQoQ4r8Vhl1xyCR577DFkZGSwIuPRo0fx9NNP46abbhopxFPM5KOPPoq8vDwmFnvggQdY7OTll9ss2wsLC7Fu3Tr89Kc/xT/+8Q8YjUY2MSI3MtouUOyOTp4IttMTuRLRIk35hFuR3vwxpIYeaJRpaEi9ksW38YUcG+L6vAsU6FXPLfkVPklaB4uX7nCjPA4HpzyN2cd/43ECo5dEMWelM4JAiIOz/olDFiOS2jdBYhpAV8x8ZnVLBdLp6z0r+u1kNL/nVRyW2vwRsppJlOSdIUWaLSrIR4yko6OF6z51pt3C7HAJw+zQ9Up9KyK79qM/zvNkIKPxHU5hmB0aEE+oeQkHZ7zI/p5x9DZkNr/v9LwUpdoWuwR757/tdv/+yMkomfw4i0lwFYgxwVHxQ+iLmenk5DBj2xUo/M1x9n/XJAoq/lFkFnV2eIImRo7CMEdowlR8+gmcKA48cq5ZrcfGmg6syUmA0WxlBXdfREuFWJxhc+Y73ek70sqOxhi8CfWC1BiojSYc7xjgFDUcnPkS1OW5yKcCuMMC4GBYLk5PvAuRk69BQYzNrr1bq2e/j/GIO6juHYKBQ0hmFUlZtJSvSDCa/OmUqSN/p4fLWbFRLhZCLBSiW9vP21VkUulDyK3/r9t2tF/aO5ONKYv9eYvfSv71r38x0ffUqc6uHXxE4bTNfffdx8YEVAQlNm3axNwtuCIlQ4TwBh0LlBLvDQEVPZ47RXUWKzvuX5qXhKZBLTo1BvTrjdCZqLgoYBFMudFhzD0jSj7kNbKAsIhVOFb0B5jiwtHQp8ag6ewWF880XMJ7Pk0burB0bFq8GSt3rWXjFMcxiVkoxfYFnzi7fgyjVuXBKArjvfhAjyu16lDkIgwLJjT+3rroK3aO80RixxZMPv2Im/sG/Z3d8CaEZj0OT//byPUUyeJJGOa6YL7owFVYv8q9kcAbyW1fsbGW4+uhMR41b8T2HsDOee8z17mzja8RFO1n87PF2FtrclpMtkOLyjtuuYlFXXpqgggmM07c5XMbkVmLyM796I+fi32z/42Y3kNsLB+jrkBPRDGLegu2OK8x4wfsItO2smK+URqF/ohCWETcv9OK/F8zkVhe5QuI6z/CrtOJo1GRfxuqs34cmIOv1Yqi8j8jr+YlpzHq1FN/wKmJ9+JE4R8xpewhjwtyB2Z4j1zxl/MlCovEYFxC+/7+fjZ2+9///ocVK2xOcK+99hqr1+zbtw/z5s3Dxo0bUVpaysRl5HBCDYCPPPII7rnnHuZKJpWO/wIoNQuEhXEHfJIwLNDvyds4wJU4hQR9OiM8nb5FAgGmJ9miZlJUCshEA0wkYWfuoZ8ipWM0Jm8EfR/w/mqI1+0DRJ7nvXxpG9KjS6NHhEyMQcP4OlKfKRQDVdA7vJf2PwLxKu7DdeRgudPfVg8NVF8vXI/BiCJMrHgGubX/hMzI3yUpsXWDkzgsot+7+4UdIUwI19QiEAyyWHaM8+bOFWxi+46yf9uS1+GzZJubqisJHdt8Ojoq9G1QaFv8irtqGNCit+gvWHn6zZG4Snu0JDUV0ve4+AXb+dy12dAuYgsUMhmWCIXMdZgc8hxdS8abGLkYPeMQkyfVtkJgBfSKRN7pFsGGoi7JsYjEq+crarWaOai/8sorbE3km3auHYl0HT64UqOsndVbl0Ll0JOX2fIBMlo+QH3qd1Ey5c8jY0W5thUyXQcGw3PZ/HfKyfuRW/dqUNyXfblJ+0NauAxzUmzvryDOdu4+0NI7EmdIkMi0KvunyKt9xePjUK3b7p1pkETiVP7daB0P17AgUBirQoRMgmiZBH0cjcnkVlxY6d35uStmLrRK21ilflDPLuNFZoQCpcOuZBV5t7FLcusXyGp4G5EDJ1nscV/EJLRmXYXpS24euZ/BbEF9v4YJUilC0xMik283c4HF5LGZ8ExjkkTg4LS/Yd3W+U5NBrT/pbRvQNSOE9g5/z0MhWXzerxWtR692m4szYxFYVwEzCYLKvp9N8Unt3zO+/ccOViK2K496HZZ07OKw7Bx6U4s23MJa2Rzug3Aqbw70ZJuM8cwuaxHnC64C+0JK1F8+nFEDFbALFIwcRwZFnDVhTy5ZlPTEUCXwOjQGvFpRRsunJAIqejsnFdDhAgRIsS3j7MqDnv++eeZ2OuXv/wlcwEhMdfPfvYz/OEPoyKfu+++G0NDQ7j55pvZYjDFAaxfv94pYurNN99kgrCVK1cyJ7Irr7wSf/vb6GJHIJCIh6tDPBB8p187DyrGEvOjGqzgNbCibSadfhzHJ3nvwm7KuAoGWQLmH7rRzUpfwyKM3oBBemYn5NQl2Jp8odN1ZN8r9pLzbUeu6/R6+8TKZ31+fmaBBIem/Y1N3PQajdvk94HrLkdt2alx3acCJbXes7OaHXr/S/d/H59exC2UIlLaNvh8nOThbeYe/DFS27/ifJ7k7h1YvmMNti5xdzCozfwRcx4je+a4blund1fMPNRk3chskF2dHMrnPEMBk+z/dgGOncnpUjz26RMeX2tMzwFE9x/z+n7odVDsJEVLkHgtENRGM76oakNWVBiKYsJQ2uO92NhjsKBXZ0C0XIrTPrZ1JFjSsAipGIkqGRJBkSZaFgvJRVnB3ewyofld5Im6oA7Ph7Xg+5ihkI7ErpV1DqCMx3sggWtq6xeI67Z1M5PLYXPyRV67g+UiIU57sR8/MP0FLDz4Q6+/7abki53+duxQ5YPjvthS9CsUdn7oVUggX37mXHbOxUJnVVXVyN+1tbUoKSlBTEwME4vbXUKpE/avf3X/nPiIwq+55hoWe/TjH/+YFUFPnjyJ5557Ds88Q8eJECGCS6dGD7UPUW5Nv4Z111IUCl24oOO9L2GYI6e6xj/K8lzDJsAfHXu1/VGAMKkV+ng9yju+ZkJwb6gjC/HJRQ2I6j2KvBoSfghQk3kdur1Y/hPHix7CjBN3+rUYEWwZCO1h/eHFKCu4C21Ja3xuP7n0Ia8Lv9S9Ts7FJqltESO95RPer4UiQIRGNSwSm/ibz7mdBP+eXg+N46eeuh/bF37q+7m1LZDr2m3jcFncyKLCmUKu68CuX5rYwrHjYrIdWlTuUgNzv1qA7cs2j3tDiGo4stQb9MwT617CwZgpSOrYyqJSW5IvRknc4nFf2NUrktHBwwmCoAUwuohMQxBajDBKIscksCuqeAoTq9xrAhLTIKad/D0OTX0G+2a8zLaJGo4jMQnl6I8owtHJT2IgsgjBJF5xbjo/+EtlZSUbb1E9hsT4FFNF4zcS7dOYbNWqVSPbTpw4kd22d+9etmBN/06ePNkp+orisMgV/tSpU5g+ndvlmWKz6GKHxomBQsIwT+KwsaBhgm9+dGmNkAiAZJUtUtGxvyVKJsaMpCiES0dLdcsyYrG5vos5Kqc2fcQtDLNjtSCq7EU0+HCW5Et9vxY5UUq2MHo+jCH+cM3FODQ6DXGKEORb1zs4+WkmVOiKmQODwuYqNfXkfcite83v1xQ9eMLpb1qY5PtaAiWFuU0KOd21+Tpu+4vU2AOhSQeL2LMTe+SAew3NFVq4pihNf8RhBIkby6f/CROP3jXy/uh7t7vNH/k10Kl2ryNZhGNzlY5XyrBwWMBEjYJnkoWpMfiqtpOXEzsfUlo+x5RTf4BSb3OzNwvEqMn4IU4V3ue16dgNqxlx3fshNfaxhmhf7irexKsa4/khWuXilltuYe5fdE51FIeN17k2GOdZOsZ29A2wxk06Z5BzllIiREaEAomi0e+K6xjDYuyb30dq23rUZl6LpI4tCFdXDh93BdDIEtm+F6zjkyWQpgNvwhidkTV82cXijsIwO9RsrJUnobj8SaemBfZbyrwBZfm/RUzvYejkSbzGoGTGdrYMqOxO6lMSI1E7oOV07iSxHzWJc2ERiFGaf+e4v86R16M3IUUlQ4t69HNvTb6IXewoxEIsSY9F04AWJR39rLmP78c7GJ4PWY9zTLQrJD4LdK1wPFiy77vO7rMOKHUtmHv4Z9jCsVbjCXJ9K+0cxOyUaCRFKHiJw9JbPuP9+CztpvULN3EYoQ1Lx1erSxDbuQszTtzNfl9tcUtRMuUvnFGUhNg4gKmnHkBayycjrmPUMEjnJqoxnGmo1vNFVTsuzE1kTaR9OgNUMjFiFe7jEFon98VYGl5ChAgRIsS3g7MqDgsPD8ezzz7LLp6gE9nDDz/MLp6gBWXqmjkXodMwDUPOVH8YFdL5QoMqX+IwoiNxBT5bV86i42J7DrAImI64xcw+NaAubn+xmpHW9BHyav7OFmR0skQ0ZF6N+rQfjMTAGcXhvFwdtD4WJ1SaRp8vpy9yMutw8SfSqHD6dGT1b4Ow34reqOnQKgJ3tRsLBTUv8JpMuwoBXRF6sOt1egyLAVJdF1I4hGGOUDZ8ZP9J9Ec6T5QIKhQdnua928iOKXYiiqZNR2mJrSvVkRONBtx+zXV46sONnIPjhC6b/bo3qMs0u+ltdqnO+CGOTfkzAoHso8u9CJlcqewZwpwUadAEX3yhhYllmaMTooxIhUdxmJ2q1O8jKS0aCWHORV+L1cpLGJbW+B5mHfs169qyk9PwX2hLE1msZ1+Us4MUQd9mvFKKk12ep9UdiStxesJtbPGPa/9XKzJwaPr/IVhQxMeueW9jyd4rPVpbIyoL31YOHTqE5cuXj/z9m9/8hv17/fXX49///jf7/9tvv82Ki1dffTXnY/gShVO8AnXMUlGV3MXi4uKY8JyE5iFCBJuSNn6dx4fb+rAiK57zNtrft9Z3B/mVnV9wxUmqpFa2sKcaOI4FB69HVdZNvMa2fdHTmfMlX+ozr4FS24iJVc+Ny6KpLywQYMuijRiI4ufuFN17GBE+REO0wFpY8RecmPQIE1uRQIsvLPa6ex86kkYXpryR3P41FHrnqF9XYnsPoaDyWVTm/IzTXSql+TNML7kNMqtzVzmN/ytyb0F5/h04E0w7dhdzAiHHA1pMJpGYqzuo7V9qspgw4mxHDqPjU6Dl95jhgxW44OtZTo42Q8oMHCt+GG2JvsWGZxKzOGzMc2eJoQ8Tqr07f5G73/oV+9GScjGUQ/UQmzXQKNI4Y8aDQYYHYfA3CXJopbEaObFSTBUJ8RcvXsxE+G1tbcyNJCoqyuk+tDhNtxH0r+Nitf12+22eIAEaPde5DLl9+YPRaltQXpgazdyPScARKRMjhkNEGCYV4+IJiSjvHkTB57/y+dgZTR/gePEjQRF/ktMRCVxIIFbT59sZ41x3Hj1UNeA1TtIX9C3n17yILcu3j1wX17kLOQEIw4h+VaHT36UF9yBh72XjOtaw7RWu7uzAoCITEuMgFCbnqM9gQO9Hrm+FRuzZhcQi4ifEMgs9C8y8UZN+HVqURZhz9JYRhzInoRjHvtAWPzpnDYTUow8C773MRJsLIvKwZe4HI6L88WRiTBgkYhETq5BjcSCR2o5MPX4Pq8s47pciqwl59a8hq/5/+GJdKSxi38LGzIa3UFjxVyY8cBRM0FikO3Ye/IUciyLPw7VvqoUcOXKExUq6Ml7n2rGeZ2meNm/BQhzYN7bIWolZjfyal9zmLGHDosRgoZdxz8kDgQRaVOOdlxqN2j4NTnZ6buCqyv0FqnJuRnzXHqiGatjagGNzE62/cBEjl2DAYILVYkW4VIQ5qdFQSSX4sLyV3U6NzBlN7yKt9XOITYMYVE1AXcZ16PTRABUopR39yIpUsmbg5DCZW/w1cWTqX9hxPbPxHebabUcnS2BR911xC3GmaFDbxHpxcimMVgv6h93OaE5HorCcqDCkhyuwraELGpP/1feazB8izoc4rKzgTrfzbkFMGBOsnWl3VoWmEeFqB6U8B9Q4Q430PTFzeD9us1qHqWYLSx7hW+PwB6coUKsZye0bWZ2BGtFo/agh/XvYtMJ3jDxFgC/afzWLp3WE6vfUQKdSV2PHgg88Ol6PF7RPfFHtXjNRSYRQq0fXVFyP71wsXLgQO3fuDAnEQoQIESLEuSkO+zZA1rVdGgPUfnSS0gBn+rE7kdS5lXXIULRkadH9vO5K3SV8u/34CHzsWERyNKR9j138hYrtmU3vQGTWoT1hhV+TE5FRjbVb5kFuHC1QKYw9iD71B+RVPo/ti75gjgHkKtSY9l3k1P/H6+PVpV/l+UarBUKH7h2PCASckUaOZBcW45E3PobYpGHxifldn0B8+CfsNrLwb01ch6OT/8Qs/c8kvZFTETXkfQJAWGDrAvIEddTH9nmPE9IqU7HisHe3JjvTS36NbUu9dEDzgAlJ3/p8JNrPXqC464q1aK2vYW5udBu3e5t//Tq5Df9lk9ujU327P1E3isQ4AIMkCmaeDhuOdGv5/06DxSIOgVdGhBLH2rmjJR3Z3dSL7xQ4izAPtfT5fM6E9s2Yfex2zv2FFpQX7rsKm5dtZV10jkyIDmOxl74om/g7NCdfjCmnHmT7roAKAuETUZ11AxrSfuCxmyhQeqNn4tM1ZZh8+jHEd+9lx/LqdCr0BE+E9k1l2bJlPuNFScTlTcjFRxQ+ZcoUNhkOEWK84esWQgsYFE3AZRVf6Ucc1bmAr0Wk8cB17MW1qDuh7lUMKnNQm2OLqA8mZRPvQX3qFVizY6VTgXs8MNM4TEAuRgrWVV2b65+wVaG1LRT4wlOcNh+YqxNPVEPVvLajTvr8yr/hwKx/oT1hdEF28vHfYULD65xjBGoMIYcoma4dx6d4don1itWKhK7tSG35nLlKDaryUJdxNbSK0bhpO1HqspH/O7qO0L5I+yQ5h7ly+shBL2PQsdEdPRNJ3bt8bhehqXG7LkzTgHmHfoy9s193+rzPB1LavvTpKq3UNrOFHHKp5XKhofhNpaYJemkMOmkBS+B9fuSL8yEm5IILLnAaZ5FYLDMzE++++y4UPqJ9x8K999470kxgdzRJT08P6LEo1rnbpGELmglKGSTD3wuNTe2xbzKREEkqOcTDDsh8oNi4cj+cnu3sbu7FRbkJkIm9719CgQCFpx7jNW+VmgYgNg0FRejYpzeyscu0xEhEyiTMEYYWqL+RWMy84iR9ETk0Kr6O6jvOFhgD0afQN1k14RdO1/XGzoYFQojO8CiLXr9K24Sy3FtRXM2vOc8fSNCllXlfzKQoJ5qrU+S0J/SSaHQ5xHD6g95ihT56+sjCsdTQgxU717JzAdd3YxFIcLzYc5OyL5H+0t2XOTW9qfpLccnGQlRl3IgTU4Lj7OeKRCjAtIQIpA+LkbMiFT7FYdMTI3DUS9QZue26CsOcnhN6XLhxKr5cc9zJGS58oIw5lQ6ET4RRFoOc2n9h2qkHOAUI9BvaNfdtp4hVPvhxiP7G0NjYiNtvvx2bNm1ySkwZb8Z6niUnGz7CsEBEueNBeY5vobU/tKp1MJrNbokGYsMAik8/wRwPKRmjPWEZOuKWojN+Mbv4M3ah2mdhXDgbD7DrdLbftkpdhUX7rnISXUYNlCK95VPUpf8AR6Y8HfSoe50F+Li8Fauy4zA/LQbrq9ugccnKtgqlODrlKeaIltL6JWtEGlTlsmO9t2SI8aRLZ0CSUorl+UnsmObYuLO9vjMgYRjRlHIZ0lo+R0r7es7b69O+z9bDXCHRPTnsnWnSWz7mNW6hWrY/4jB6KxqjmXeEMgni09u/4D2GImGhfZ1x4YHrEO5QYyCXuuLyP+HQ1GdZ44838qr/4SYMcySmv4Q1WtRlXme7wmpF4ek/IaV9I8wiOUqKHkFf7CycKSilwCqVs4YzqivwYffu3dBoNOPilhwiRIgQIc4PQuKwcSY/VoUYpQFHeLpK5FU8h0kVf3YaGE2s+TsKav6Og1OfRVP6973enwbfFkgggm8HsfF2r5LpOrB433dZN4L9/eTX/IMVdA7M+Ds645f6fIx1m+dAZuIWligNnVi053vYtMo2AS2fcAtbCJDruaMjm5IvYYINjwiErLvGk9MCaRmortImmeAUafTq7uMsMtIRio8RmvW4YNdyJ2EbQZE6qW1fMIvsbQs/G7fudC5MYn4Lea0+Fohqs37ECkTeUGYuAcq5LaRdCdM0IRg4RvvZeerDDbhuZh77v+P35hjzQ05w/pLV+BZqM36Evmh3Nyt7oXhi5TNI6viafecmkQLNSRegOuMGvyYRVIzfXOc9DjXYBUVXYRhR36/hJaGjbQZ0RkQMW6rrzRY0DXdpeb6TBfMP3uh1Qigz9SOn/nWUFtw9ch0t5UyKD2cLOXwYiJyEXQv47ZPBYFpqInRJz6LWZGGdfgUiKjSExGEhQnzTGTKY0DCgZUUvs8XKxgd84RKHGc0WnKIcugAIl4gwyLP4FkzOtDDMFW+LupMq/jQu4jAis/nDcReG0e60fsUB6JX8ovi44Nt8QNEm9kLrkCIDYdoG3q+xN3oa79djlETw3lZi0WH+geuwdfEG5ior1Xd5FIY5OgpkNn+AUxPvhVnK/7kIqb6buc7F9B1xur6g6jmcKvgdKifc4nS9Rp6MMJ37QjLtiztvGXUSo07o95cdw00LbXFJnkTRCR1bkNC5ixWa6zOugkZpi1fmy8EZ/8DFmyZ5/Xy8NQ7RGLX49GPnnTiMFqT5befukJPQuY0JFCLUFSPXaeXJKMv/DeoyrvX6eBT/Rws9fTojW7yLkJ/fBXlyLsnPz2dx4atXr4bBYEBfX5+To0l7ezuSkmzHGvr3wIEDTo9Bt9tv84RMJmOXYLCtvttpvpgbpUSMQoITHQPQOeQzkeggPzoMRfH8jik50WHM8TmQ8+MX1R2YGh+O7OiwkUVfTo66x6RyYYYAJn9i3rxAjmZVvUMoigtn8dh00ZrMaOjXfqPirekYPGfLhQHFSXIhNvTBJInAon3fZw7jgUDnXh2Hs/3Xizdjzc7lHo/btr1UwM59wYTeBwnDxiNasinlUlh97JN0/mtKuZgJGjxRk3VjwE4eFMEWIRWjd9gxxiCNwb4Zr2DhgWsgMzrXHKc/K8Bzb7+JPmskZFarX84bJAZZuvuSYYc2Z+hRJjS8BoM0GuUTgxOpdmFOPBtzUB3HLna1Qy5GvmjzUauZdfQWn/uD1GJr6v1q1SFMP3EvMhvfHvld0P6kE0Uzd05PUATY5LJHsG0RRZ7yg95vnELmVuP7pkOxkR0dHZgxY8bIdWazGTt27MD//d//YcOGDeNyrh3redaxJudaI1+y+1JED5Sy/5Mw7GwnnRnEkWjI+EFQH5P2844hAzs/2smtfhlTyh4aOVbH9R5AXu3L6A8vxN7Zr/k15mfuZD02cfa8lGh2TNrZ0D1cS73BSRjmSFbjO0ygWZXzMwQbGu9srO2CWAB28QQ1+NZkj8/cPBDaNAYM6E2IGq5ZExTj160bwxxfIML+mS8jr+ZF5NT9Z+T7UCuzUJ11E6qzf8x5t7MhDPMHkdH/cR41VtCFz3vTRExgEaPkROkLZp6R9j221kaCYrsDqNNzmzWYc+RmbJd/gt6Y2R4fK7/6BZ/Pl9X4NhOHFZY9gYnVzzudB5fvvRRmgQxfLd8Po9ImWBtv6DdPTuSOhgjUVrIiOx7K4ZhXu1CXj7NYiBAhQoQI8c1vXx0naIKp03i++HI9IaYlhCNMIkJtL78O0pTmT9yEYXboutnH7kBys+/Jcsnkx3k9X2n+XRgvpLpOrNsyFxEOwjA7FGeyaP81iO323lWU2PqVR2GYnXBdPbO5JbSKNGyf/xE6Y+Y7bWMSKVGZfTMO8oiNq8n8Eef19HUvegFQ3QdM+tE7Iws97P0olKzA7HihQVt2wxtuwjBHaMGBtgkIqwUpzZ9izea5uOzzNFz6eTqWbl8LmYZ7QmjvXsxreNX3QwM4MMv7dv0RxSjLG+0qc4MGx2v+CatD56A3zCIFhEY1cqpfQV7VCwhTu7sbBILINOQUn0Pf27UzJoxc7r/2cvZbJjtrcpHyB9qv5xz+Kedt8V27sHTP5Uhp38AW3QixWcsWlRceuh7xnZ7djAQWA7MEt6sNqAhgt7w+E3B1XxpMZhzjaQtN1PZr/HLDSW/6ACL4fo/pje86/S0TC9lvjaJOBOdgtExauAKFseGs0z5CJkGpwwKKPsCOtBAhQpw5qLDieFGr1dhb04JPTtXjaGMHE82Sdb4/v2ZyI3GFjg2BlgXl4m/WUF6ubcK8fdfgoq8KcNH6iZh1+Ba2wOov3hZ1xRSPaBmf86ZqiMMWKsjQ21qzfSnEBn6NJVyQ6J0iA71B+xy5ktmeVIDKnJ/69Rrzq/iLnVuSLmAOHHwRwoqpJ37H/r9054W8zvEUQ5Pe+hn8Zd6hm9yEYew1WM3M/TOt+UOn67UpnkVUdicxuvRkXOq0MEZOttqhoZF5ZHzb17js8wwsOnAd8mv/gcKqZ9nC6sotS23jQJ6QG0dZ7u1ejyG+Pj9yF6CI928yEmM/lIM1I85AFPHNB43Cebv4zh1YcOBHTsIwQqFrxYzjd3mNjqOFMYoEnJUchVXZ8ViRFcccHs5n6LxYXV2N5ORkFuMtkUiwefPmkdvLy8vR0NCA+fNt83P698SJE2zh2w65o0RERKCoqGjcXufXNZ5jbav7NDjY2u8kDCNoTet0zxCLbPqovBVfVLahps9zXUchFjH3jEDPysc6B7G+qg0Wb3Ums4+GG4djKC2eBQt6340DWuaMQqJ4eq95MWGI44jA5INUKGBCnXHFamFxuhEDpRCYNHjou0uRdzc/F0tf0EtX6lqR2vIpc2kL1CH066XbOG8biizApsWbYYbY6djO3KwgwpZFX6ElYfzigIP91dCCLjVy8oEcbtrjlnDeVpd+NRPpBkqySs6aNBzpi56GL9aW4vCUp9CfuhzFGTan96pOKy5a+X2nmhFfyBVf6OPzLap6mtfvxBeLU6Mhl4jZwrCrMIxiyrq0zk3DEkMvJtS8xFzZF+/9LorLHkN/p/cY8nCOBXguFIYOrNs8G9mNbzoJJuldKMy9zGHMGzQWCx8sB18o6tYfd8dvCitXrmTnyZKSkpHLrFmzcO211478/1w813Y5iMNca+Sx6BkZH58pYRj9Yrl+tTppLDYv2QSrcNQrgSLp/Or24oC9LYf3ltD+NaaUkROi++OSixg5fYm8CCY9QXHUbcOftcEK1owcPuS9fp5b+y92ThwvyDCMnMS+SZx0qW/T+Gas0D5VMeFWrF+5H+uX78X6FfuwcfluVOf85OwrIl1oSLmCV/1pKIw7CprGmFTHLy57FBMr/srGWgQJ7lRSMXO5syOguoyX39f2+R/wei316T+AWpWLtNZPOYVhI6+Nzo17rvS6z4vMDvGUHlBoW1Bw+ik3YRhBf4utely0Zfq4/rY8GSLYLxKlEk16K3MHc7yECBEiRIgQfAg5h3nAUfzDBVl5kmKbq4OMJvEL02IQrZDicGvfSGeaL6jg7L0rngRit+PTVO/2qPWZ1yK5bT1SOjd73ib1SrQljV9BaeGBa1n3lydogjT9+D34evkOj9tMO8kvSjOr7vURm9shVQ52LviAFQIjB07BIpShI24R6+rkQ23mD5HSth4J3btHnMLY4xqAPXXc+wG5T7miVNdhaukffD4fddRV5jpHCfiCBtYrdq5B5OBpp+tjB0/gwi2z0Bq7DPvmu8etUfcKX5SaBmhUOV63KSu4EwPhBZhQ8/JIxKRGngqpRQsxLQB+9j10hxUhzuDbWnwwfAIu3jQZ4uF9ZtLpx2AQR+DAjJfQmeDbYc6VhI5tyK/+OxK6d7HvcX6OFHtr3O30yY6XFukUYWHYP/MlLN77fRZhyJcwHYfjmdWMmcd+DZGHKBsSq9Ht61c5x5JG95Ugv+oFJDNBmQlaWRLqMq5BZe7PYRL7H0cZKCRico213EUdaX5gHp74URG1rt/3pCu39hVej6vQtTn9nR5h++1RLIzqLLnneCtWUoHWZLHgYGsfK+LQvmZnY20HZmUKnSbNIUKEOLfw1XHnbSzIRYpKhrYhHcq71UwgShFS2VEK1A/4Pk56otNl0edcpvjEH5Bf/0+nsW5G60dIb/0IR4qfRH32sG1/UBgv0dyZ6e4lodOcIz/HnnlvBfYAAiFK837DGks80R6/HAb5aKdrTdZNmFj5LOQGfuf8iVXPoyL/17y21cviUZt5HXK9CGtciSXBltUKFddYywPkyusPsd37EdfrPZqhoOoFNKVewfZbchyRzfglUPqUz73k8MznIROIWNQ8RZtTxLndyXbypDyUXF/pJsinPyM1lVi7aRa+uKCMfY8j722wHBGDp1lDRWfsIpgdHFhOF96D3qipmFNyK8TmoZHfGI2lO2PnI7V9g8/PQq7vQOByxLMHzXnzql8c+R5ZU1DOz1CZ/TO2AOhtf+6LmIS+KOc5/+Syh726Axad/jPq037g9PnboYjC850777wTl1xyCYuSbGlpwR//+EeIRCJcffXViIyMxI9//GMWS0Xx37QIfeutt7JF6nnz5rH7r1mzhi1M//CHP8STTz6JtrY23H///bjllluC5gzmSkX3IIZcoo78xTocSVfSPoBTnQNYl5MAicg9BjIxTIa1OQn4qmZ0Qd4faHF1e30XlmfFD1/RB2g7gfBMQExCLPp1+34vtNXy3Zdg81LnepBYYFumts/VfGK1ILZnP0QmDcp6U6GOmMjcekgYVhCjYjWv3U3dbgIUT6So5GyOFK+Uon1Ihz3N/ovD+UDxdXm1r7DoXKLXEoETpwZ8xpr545hF8/OshjcDfo0HZ/wfjNJR1x9X1JGF+OTiBoQNVKCg+nm2kNmQ8l20p6xjtx+a8QLiN02D1Hzux5LXp34XapXt/OcLOrbunvc24rr2IKP5febuSBHPJAwjN9GxMKg3YshDg1Z9xrXs8uB6C+6+ci07bwcaDZ3a8ZXPbWg/Kyj7C8oL7/QoNl6eGcdEX+TEPqgzMgHpkNEEIQTIiFRgSkKE2xyEBGGnuwbRoTG4/c6pqXbBwRsgdXBJi+/eg7yaf+DExPuRU/salPpWNvaiOOVjxY+gNfUS+IM/tTQulNoWDIYXjPxN4yQu85n0cDlzMzwfCQ8Px6RJzvs6LfbHxsaOXH8unmu7tAavDsIKvXMtb7zpiZqOfbP/jfzK5xHdfwwmcRhqM65Fa9I65vJETbnTS+5Gegs1qprZ8d8oCsPpCXegKo+fmNURiZDmCaO11Kml5BjmGRK3pDd/5NORlgtyBCSxK5HYud3n9mHaJoSrqzEYzu84/G3AHo9NNesTnQOo6Q2iA6FAxBlXfy6hU6ZCEzERYQPO60qOUPoJrS/GKSTo1RlZ4zqR1L4Rcw7+BGKHBu+iir9CK1Ch7we0NhSHLKkWYft/hKTOr1lVho2jpXE4VvQwmtMud3qevpjZ2Db/Yyw+cA0TTLr+bui+lNpybNKj7O+U1i98vj96bYt2XY5di7mdSC1CKYQe1mzs6GUxKKp6xuvvmJoxZh25BYdmvoizRX2fBlMTIrw7D4cIESJEiBAchMRhDpDIh29+s6cCAU1el2XGMaU8QbFDfKABEC0E+dyOhDeGfpik3uMB9839L3Jq/olJ5X9ysu+mIvmpgntQb8/NHgfkunZEDfjuPo8YqoJKXemxUMR3cYomeq4Mhueziz/QpECnM2HLpJcxofpF/PjOf+B4k/vigKNFtj2W0JVV25fxKixSJ4K/zDryczdhmB16zuTubVi6Yy22L3FeCIr1sfjl+BjTTv4ee+a97XPb5pRL2EWmbWVd9lGDp2zvm+oCNc2I4/F8NNBP7N7l9hpkpgEsOnA1jhY/jrrsG8CX7Lr/sNdv79Cir2f3LwxM6NcZMxv7Zr0GrcEyIgAlJweKntQJU7F58UbkNLyOCdUvBVxoTerYDKXWPW7I1X0gtnsfumNtxZvktg2Yc+RnEFlGCypUPCmsfBrJ7RuxY/4HZyx+dEaiTUjZrzNia31XQNEomZE20ZbBYnXrznVEpu+CxNgL1RC/GCuBy6sh157Gfg20Lp3+3qA4tznJkTjaPsAi4caDjAgFi7skDrX2M2GYK1TkPN4xwFyE7CK3ECFCnH2USiUWLlyI3bt3+9zW38WiLo0eLQ7HA73BhGMd35xIprGQ1viumzDMDl0349Td6ImZgcHIsXezGyRRgHB8xGFVWTcgrfWzoEc5cZHYtR1FpY+itIhfs4QrTckXIbvudcT2H3H63MnBo2zCbTg98R7nOwgE2Lrgc6zbtoDX+2MieHJHFbgLJLg4XvgghBYDshrecjufc0GvWeil0YQLf2PUUtp8L+BSd3/YUA2GwnLQbzBht0GG3MIHh90A3KFPbvPCLwGhmN3+5Acb3BaaT5ysBCXJeopGlVkGMbH8KfYdRfUcwsIDP2Tx2naMQiUa0r/HnN+MwxGi7cnr8FlyJZRD9QjT1MMoiURf5BQmXuAjDqN4s28aJAqjGCpHaN5bWPkMMpreQ03GD5kjm6fvqSe82Om6qP7jzEXNG+QSlNr2BYs14WqwaBrUMpGYa3zw+UJTUxMTgnV3dyM+Ph6LFi3Cvn372P+JZ555BkKhEFdeeSX0ej3Wrl2Lv//97yP3JyHZ559/jl/84hdsIZsWvK+//no8/PDD4/aaTwYY2+wJowXYXNeFdbncAnKFQ7RLIGj7GmF5bgKEro5USXMAgRiw8hNiRdCxS12FIdUEp+svnpDIxCYWqwU7Gnug4xDLUDPa4j2XM5Gu/ffDRGUQY9+c/6DUspyJ3Ekkph5eYPXF4rRoxIeNuoonqRSYHGfGCT+iKePkInTpvM/fpp74PXLr/+10ndQ4wCuW2i6981XHMQukzJ3QUWTjL0ax93qenaGIfByZ/rz7axArUZVzM4oqfTtQnU3o8zwy9S9+368rbgG7BIt4hRSdXsQrduj49dSHG9n4ntIkfDUNc8F3eTa95T2P4jDSs25r6B4RiMlVIqwaFoN4orx70GNMvdRgi9CWGvs5nVJt0XejKA0dmH/0Zxgof4J8CHmN24ixLk3rpc6x6CTKL4oPR2O/lh236LPIiqQo4MBcC88XzsVzrcmL6Lgq6ybMOGlzBD5TkICXmlNOTHqY0/Xowk1TIDUNOu27UvMQppQ/hqTOLdi14AO/no/efrhMjFiFlDXYqoZ8O1WS+2Qg4jDHOqaAp2uRYDjRIoQNGqZTlOT6mg5OAer5ToREiK8Xfo4F+69DfM8+t9stAhF2z7EJ4DUmCybGhiNcKkLHqc8x9eANnMd6hVUN+dsFWL9kK1bvWIkUh/MGbS83dGFOyS9R1XcYJyY5z996Y+fg0wuqoBqsRFLb15DrW5Ev7IRZEYfS7J+jCqkj1QlvEcWOxPc7N+Q70pqwCult3pOZOmMWINLHvJBIa/sch3D2xGH0KVOEp2zcLXlDhAgRIsT5Rkgc5kBxXLhbfjNBpd05KVEIk4pZnNB3ZhV5dvZKihoRhvVoDbyXjsRGNa+JNLPk1rdh0Ic4jKjJ+Qm7UFGQxCoaRRqGVLle7yMVCWDwQ2jBRUrbl7yLAtQZ5kkcZhZKIDL7LuDQhG+skDDsvmsuQ/lRz4NHgsSDiTI15h7+IcI0TWzCeXTy4+hMGI2YmVD1IsRW36/b9tr5yKecJ7GpbV963YY++5iBExgLrg5Nvli8/2q3+BU+WCCE0Euhid7L9FO/R0fiCmh8xCMRCm0zpp66321RcyTmZ+ggTNV/wrGpf+Z0crC7wFAc05J93/f5fAaOom6kl86b0fdlZd2wJA6j6MuZJbc7CcMcIaEl2f0fm/InjAtUTBh2pohVSBAmlUBjMGFzfVfADxmrGO5G9FAgymh4C+ktnyChayf7LAI94uh5HqsobkAhFiI1XIHsKCWLQimKszJHr2BBzmXkFkBRkrV9Q/ikoo1XCfVU52BIHBYixDkECb537twJjYPTH9E0oMXhNtuCir+LRXR80JvNMIzRcZ46nNNaPmeuo3J9G/TSeDSkfReNqZfDIjq3RaYzj9/t0x13/oEfYuNqmxPpWKjJuh7jRW/sPDSmXoGMZv8WDAKBuUrU/B0dcUvQlcAdseSp8WBqyZ2sWcD1M6dd8PDkv6Ax82rO+2pVmajKvAF59b4dvlicglnL293UKpLg6JSnUJ77K6zdOt/nXIHO8LSI6U+ZsznZP4cLPpESRF75s7AKpWhPWoW2pHWozr0ZHbHzsajkl1Coq23RNQIxmhPW4OCsl5wEc54WmhMfsrnX7LyFW6Qwseo5Vvwm9xvXmyUWDXLr/4Oc+tfRmrgGZfm/HXFUoU51x251auKYUvpH9l15oi+ieMyOLGcaiqCfVPao59u1TYjpdY8LtUOfaXbzO2hJXIOOlAvYdQptK6/n9rTd6eEodarNZ0YqmavL+cbbb3tvHpLL5XjhhRfYxRPkOvbll97ns+c6tFA2oDchQsZdTguTCDFEKjI/mVpyF3Ka3uQ+7rUd8P8cUv13HJn6tFMjIzkuK4V0jBIhJ1KJ0m61mzDskq8muNUz2DEfJuYQv23Bp6jGLBbJyRcSdtT2DqFXb2TNMeSenBerQpRcjJ1Nvbweo9eHMCy697CbMMyfWGq+lAy7V5D7YPTAqPCXL3TOCIbwSa3ijns6l7DQniPkHys9XvARhrnGNnEhMfQhvns3E7uTAJsirgKFxhW+fjMUPU9Rxb5oU+s8CsMIEuZzCcPsePpJRGjqoBWEQ2Ed/2aWAVW+m5snicCSwuTs8m1m27Zt5/a51qBGWt3/nES6HfnXozd6Ovu7LutHKKr4CxOHnCnaElZ5vG3ZjnVOwjBXEnr2spplQwb3fIkLo9XWYEsOPtt5Ji9EBRjpTg6e5B5GdEfPQk6995QQcgJUe4gH/LYyIUqFTbWd30phmFIEDNAYVaTErnlvI63lU2Q1/I+5rRqk0WhIvQKNyZdAr0xj22uMZpzqGkSkTIzlu7/vs6azdsdyj9vQ9RPq/oWq7J9Ay+Gupg7PQ9Www11+QTJotDqZ7mMyY0tdFzsv6iTOImJvr0Vs6IPJxaW16PSfmKDLG2plFkywNXqd68JL4fAxIUSIECFChPCXkDjMgQkxKhQpw1DZM8QskencSpPQrEgFi/4hVk/0/JHRmLKqT4MklZxZ1JLFPl8M0iheXYq0zZAiFf5A3aKuHaNcRMnE6OMZgekNiZF/4YDEUWKTGmnNnyBMU8fcHppSLoNWmYbG5MuQ2+Qej+hKWd5vx/R6BRYjRD1VnMIwEhA98sZoZNS6/RchmjkqDGPsxqID18IkVODzNSdhFStQUPks7+duTL3Sr9ea3vQer6AkJlTcfwMOzh0tjnbFzINKU8/reSgeki9xnTsCEobRvtweuxjJ3dt9vheKhjhZ/JDPxyR3BOp89EZu0xtsImB9/zju/u4FnJEBXXGLoJPFQ67v9PpYJyf+ntN6mQ89MbPZv2QlTi4E3iA3M708DqfzuTtL/UVi7Edx2eNIb/kYEtMge81NyZchc97PqFSC7Q2BF22KYm2LxA39GhwaFlI4ktS6HjOP3+kk4OM7jekPLwpY/LkyM44t0NpJC5ejY2hscW4jgobUaHbcbxnUYnujfxGcGpMZ/XojIl3iPEOECHH2oHM+dVg7YtFYeDuEETR2DJeKEaeUobpnEA2DYysa0Vhpwf5rXSLwqhDfsxe5df/CrnnvwODSbX/OYLVAyEM0H6ZvRU7NyxCbNGhOvhRD4Z7jrT3VcTtiF6CswMURK0jQgrlVIMSRKTYHjPTmD53OZf7EUfF+ThrPHf0lvlrLb/GgqOwJFj/l6XXQWXDWid9CHVGA3ugZ7rebdMjhGZNlHY7w8xdaHOLzOVG8tpCneMv2egQYiCj067UMREzk8bhATsv77P80L6HnOZ37K5QV3ouvlu3EgtQoHGkbgM6LU6p9oZkch+dMCMeBKttcaXedLcKeGhi4visuYZjT48KKlPYNTGy/a+5bI2NLR8hBrHzC7Sgu524yoM7wUxzj2XOdnIb/+nS4S+imJgTP0G3zjv4Cn6bUsb91PJt29MNubZ6g3oWaPg20JjOmRJ3/UZPfVip6SLQRzXnbkvQ4v6MlJ1S+4FkYFiASvXMjDLk6f1LRitwoJSQiIU67CMOIJbsv9droRq9vyon7sX3per9ey8HWfqdfbHnPEIsq6vEjHtvXSKqo9DG366hXaYi/Lsirexhd3xq/YsSF/3T+b5HV9I7f39mQIp1TGEQO/OlN7zOXcWqAbEi9ktXFPNGUeiVmHvutxyazcwJyuzsPMKh7Mafq/9k7D/C2qvONv9qS9957Jk7s7L13IAmjjJZNGS0UKIUW+qcFyl6llA4oZUNZpUAZCWTvPZzEiffee9va4/98R5YtWdLVlSwnger3PIJYupKu1r3nfOf93vcJpDR8CvFQFBWNB9oiFuJ0zuMY9EtCDHqQnZTJ+/tQkfozl9uQGyUJjV25UZ5s7XXpbu8pclP/uIxxraH3ssjB+J0a+3xc4LTmAx/PxwTliNsv/U4mtX+KquQbcWrys0yRu3XpHizftxb+qnrO71K/v1lwGTjKeYuNvzPuYWO/zKp/MoGms8fRSEIdOryaH8iI4MFSly9rcvHTbonDCGqwpfhmipg0CiQQuXD61Ik9S4foUuvQpTb/5htj1yO36HFO4V1N4rUwinzjUQt0NA2QCpnb0niwLCmMNRCcaOWu83vaHEOft04SAp0kkH3+lkQSPgiGnAVhMI+oaCxST82GCVe6vK9yoJO3qYWr2+ccux27l27luddgDd6LEsNwtKkHbZFLkdT8Fe/1PmuCe88gu+KvnPuolMdi37z/IKplF8+9O7/CLEoi8UVK+vDhw4cPT/hhzNS9iFwsQi5Hl6/OyN0BSvbBp9t6UdPrnuCABmQaSRjkui7O7UiEZBzVoU/dyRPDAnDWQXHPHbwhDCP6/Z0v5lmjlEWxju4ley+GGCMDtsklT7PJy+nJTyKt4SPOYRa9H52RCzzaT4FeheTCl5Bc/28Y+kcmUlv//RjaM6+3i41ctP9ShDmYRNKtEqMKG7ZOwtcXV0FiGOT1/AaIUJnyU/47bDSwzn++RPTadssXZv8fknkUL2l6VDThQd7PM6HCPuaAD7QfMS6EYRai23eDz7JoCI/OXWZnrO/BxTtmQfBFvp2TA/2bPvdTk57CnPyfO32/uoLzUJt8rd31zTFrkFdEtvzOjxUU79oRPse8z72uXd5oH3LKqOtbwIrQY8FvoBor962ysWImN4mUhk9g/OxTCNa+A5V4lcePX9+nQoSf1KEwjCZm084+5HEcV2nmvR7djxbpTrX2YbpV1y39rqfHBLN9pQW8brX5GBQml7D3u3Po79GQaNhfIoJYSE5kJB72Y8XaQa0Oh5s8cyLrV/vEYT58XOgo9e6Nkch6/2x7H860e6fTfsrZ348Sho1AMWgzTt2HQ7Pfx4WIWN/Pu2Q2tegx9v9JZS+wMd6uhd8yIdNoti/egYkdnyOmbSeERh1bSGiIWYuGpJ94d+dNJjZ2ovi6oIFytjDRGrmURTkVZ92PhKavmOB60D8V9bGXYULFy2Z3hqEIQG8spil0XVh84FJUpN6Oprj1TrdLrX4bEypdj8lofyYVP4X987+wu21O/s8g4ul+qxNRLpd70XmTCx/j5bpG79vJ3BeY6zEJ2LlcrywM8Jx/WEML77T4wxVPMfrzozEMvc8SfR8Kcp/FwUb+534ae2z5TRy0zaXMOYzgGhHx/e7Q/k8veADbl9o6S1gozfwlDCIZssv/CpluxKGHFrNPT3oCrVYOyN8XgnmM+YV84lFNWha3ReLa7pDpbB4bOFjldHv6PtJCDB8oVjz2fzv56geNnmNRkaIlp0UH4mQr/zHA5NJnvL68JDKq2HlMrmll0XAaeRSbF5V1Oz/mhfWecvm4Yf0FkKtboJbH8N4XR+9WhxvCMD5Edh+xfU4TsPAV4KBZ/8kbZ59DfdxlOD59JLqNhFut4Ut41zQII0TYvnSv3fU5Jc8gu+JVmxpCTukfmbjiNDmVOTnflqf+nFMUfr4Z9E/BD4GfLp417PZpebNpPBDdsQ+r9i4f+pv7nG4Nfcq1KTe43s4EqHQGl+IwlYN42NENDp5Cr6suYjkSO3Zyfs/4jnnJTc76/Ey1sTM5j6Ep1uziaY1Sq4VWb0SHWgu9wYQoPwki/OTMAdHHuYUaLi3O2kqtASVd/UwEP2XLVQhQahyKcMnhlhyrKtJ+Dr00FFtXHEFo90lMKPsTE8HSmKs5ei1UfvGQaTuhksegO3QGO3hHte9BQjPNs/rZGL866bphZ9yiCQ9h1ok7kND8td13juYnB2f/C7pRbkEWEuo/4/U9lblYm+GK19QbwOaLcW3bOLctT6fm3LFBoq8jM17H/KM3OFyLaKfGqaz7x/w8PxTos1+ZEo6T4yDcIsOFRYnhTHwfqqCIeRHyW3uZ25U3SK15D1MKH4HQNHI8z6h5Gx1hs3F45tvQSsN4PU6/1sBEklRHSWr4D2SaDqgUsahN/DHaIxZxNit668gbMsA9j4txEB0cJJNgZWokOjEXpgJ+5hq6UY0/eYV/cHk/alRUKeLRHL0CpkLXz9MRat+cda6gkUH2UIO+Dx8+vl/odDoYhoS6Pnx4AxJ/SyTumY/4xGFuUs9D9OWuMMzCycnPYO7JO5wOPGhgs2/2xzbXBUlFzLaYnCnGKg6zhiLvJpU8w7p1TBChI3wuTk96HGoermUkjtFIw9nkDhyvpS18Iaad+a3jmI/6j1h30YGZ72HB8ZucdG4KsXshtxWsMwR6NZ69bCqODXXuWzO/4jE0SlpxNueRke0NWkT0OF6UtUAdhEn1nzBXCRbV54Km6LXQuug8tya78u+QuOGgoBsVeahRRKMk8z5MLP8z5/16A7LRGzKF9/PQRMJTBF7e0iDkbzev0LYy1yyBn60YlERiE6dNx8GfO5/4DCiSsWfBRpvYIAsUf9kQdwlz5XIGLSpbuoWNbsQsZFW8gsqUW6CTOu5S58PSg5c4XQSliE/T5p8CF9dBaNIgqL+UuYIMkPMgzwXgfp0BRxodR4PEtm6FQtPq0X53hkxHY+w6eErjgBrTTKZhsSdBk/QQmYQ5f1HB1XLLNxWtnAVag9GEVam2k8xjHgrDLIuHCcG+rlgfPi5k/IYiw/kQ6SfFqZYetJAlkBeQadqR2Oj8nGJxBKBO0sEA9wUy441B5M9rwUjgQHi/au8ybFm8H8og29dFiwOFkQ+jcOLDGDdMJiw6dAUiuw5b7ZcJMe272IWcIkozf2Vzl7M5j7KLRN0KsVGLtTvNQvCxQsJAupT0/wpF2Y4F/LmFZmEdH9hrolVzq3OiVNvFisR8UbrpZBzUV8ycsFxB35Xy1J+xCEeiIXY9Uhr+4/J+5N4x78gNCOovhpEiICOXoiT7N5yFcr0kiInQZp76JaeofzT0rlGsY/GE/2POXO7QEzwZkZ0jzSaLXgHy7xt7zBm5+IZ3HkHnUPPBaGhhrir5JsS07YJU18Wca9ojFrot8DvXkPiSRJh+qkY2vyRxBhO48Bjz8z3u+Cnrzc6LAgFrpjE3hzhe4i9Lv8utz5yaJnycXygGR80//ZA34Q4WrqwhAQPATxwmVzbyEjO6i1TbjdW7FiBAWTPshtAUsw5nch6BycEcVDJQw9sVwl9Z65Y4bNyhed6o95CGYdbCMBL3+I1BsEnz+9rEa9AeObJ4enDuB1i5ewmCOESlbPcoFjN4CvYs+MrGNWxObDDit10J1Hxndx86L1FMpkGksKlNWVM08SGIDYPMjdxa/OsKyzvFZ3HVmYsaRS5JwC06Khk1Tvo+QQ2DE6bPYu7yXG6fo8evrs4/NNrYN+tT3vshpm5gK/o1ejQPqGEwmRAslyBS4bqe1BOci/Aez6PbTeIA7Jv5AavNCmGwe2306zs98RFMKX7CpYDswKx34adpZ8cnqp01xaxxGrF5qMlWwFE+9BWnWNrJkYE+t5RzKAxbuHAhDh486PZ9M6reYBFyltopRU0emvMB950EArRFLWUXZxyb8RqqO65nTR4Bg9WsDk9pGWzdwi/R6f08Sb3whONTX8ZFO2Y7bR6nxqZqd5rFOSDnqJ2LtiCj+g0kNH8DsX4Q/QHpqE66AbWJP/mfcw2jmY1lViewuGUJBUgKViAvMgilXf1o97I4ndybZo2KAI4NlGNdoBz/LW0e8wgvpnUrpp79ncP5SUTXUcw9fgv2zueuFxF0b5F+EIv3r0fogK35QVLjF2iOXoUj0193+J2heZj3XCS535EAufPaW3jqXF5ybC2tiY2aYPNpLpJQk5/RCK1fLHQif0g5DCDYOW2O68Sj8WJ+QhgC3KhT+vDh4/zT19eHjo4OaDQjjqs+fHgLmUyGiIgIBAU5N7+yxncGcZOWQbOF+FjxG6yBn6qBRaYMBpojH5vjL8FJVQumlZgXdwSjOgz3zPscPeGzbR6nT2vAvoZu1qGQHeqHUo4uUL5QB05i89c218W3fIu4lu9wIu9Fl9bKVGg8mfs8Zp/4OSsc2N1Ok5egKUhusncssCa57kOUZN6LzctpoHsrQvrOsoGw2b59MU7mPjfcOeTuxDa04DWHwjBLwTCr6h9oiL8UPcFmN6lJJc/yGgDTxLQ9bD5iOvdy7wOAU1Oed2u/U+pcTKBHPf7BmW/aXV+c/QCLTMk7+whEoxbB6D69gROxe8Emt/ZLLY9G8KhJhbdpi1zCa7vm6DVsMswHs5XxrTgw/z92hb/ik/kQk7bRyRw6QFWLsO7jTu2b86e8yLpqYtu2291WkXILytLvHv67JXoV6/bhAwkQE5q+RnXKTeALRTKFdx+H0KiHXN0EOYdo01KEXr5vJYL7S4cnnnqhnBUVCiY9AZPQ9WlD46STPqjfk/hRIeriL0f+lD+PaQGTLMPJHTFULkGPWoeijn60DI4MxKjmGuMvYxcuJwChQY2glj1QdQ9AMeFKIMC8KNI1BufFsS4I+/DhY/xJCJCjuIOfCH9CmD8bm3mLiM5DELqIpaDjdVTnflRfgOIwOm/widZwBB0elx+4CBsvGt9xhiOmnP2djTBsNOTmSrEG/YGZdrfp5NHME5fcz0jk5i0mlL+M5qgV5q56K+KqP4bYxQKtNaxQbtLBJBhZjItv3uSWQKos425I1e2YVPI0ZJpOdIbNQnnmL51un1H9Ji/nUBrnn500InQ7Nfl5xLdsZoJ+ZxghZGItawJr32XRg6cnPYnqlJud3rc+4UdQyyORXfE3RHXsH3o888KCy1jpIzdg70LbOZMryjJ/haSGzzE1DjjVZL44i5Z0l6CBUqfiMMIokjt05rhQmVT0BBMUWkfGTy56ChVpt6I5erXDcbY1fIZX9I1UyWKH/yZ3vuPGvyG3+HGbeHmdOIAJw9x1sSVXDR/nF1qs29jtfYeIzDDuTn2LKzFf8ex4ENZXYPO3n7oZGTVvIq3mHZyd8DtUZNxpc7tQxF85pRPzKzieK0QGJedvvvUPQGTA2OZd5qjnu5gAmQRZ/QEZbPF9x+KdmHbG4tJuHTctRFXyDSjIeRwmJ+9te2834mu4IzrTqt9GacY9Tp1wCiY/hTMTHsalWzJtjpdcqKRRkOr7hiMSndEWNhcDAdlIaviExVeaBGJUJlyLs1OeZXWGNTvnO23+agtfwJrm+CLQK80iIR71hnMBNZU99eGXSN19O2bc+S27ju8Cv/WytbVgrN8vHfvmfwaNPNrh/ciRT6hXQUniFqGY1S78Jeb3Q2cw4lhzj00Ng93HhasYUZVyE9Jq3/PYwb06/ifoilmKr9bXQz5QjWlnH2Y1QINIzpyJzk54GHppEDIr/wk/batzYZxAjPZoz13qLVR0D2JAq2dNfj7GH3IM4ysMGy3C9VM3IbivCL3BuV7fr46Ihdi9yF5Yy0VL1ApkV5FLIw+H5KHfb5hcjE6163lWaHc+Uus+hP9gDXSSIJyZ+ChS6/41tJYxEudO+3B4Br8aMF+oQex07rPscqFDxzmKUaaYdpXCeXSyJ0gFQKS/DBqDiTUHkGgrzErMv7GiBVqyUPUyjRQBHBkEmdj+eOyNZ8suJ4dQ549EAjGqGXWEz3P5WGu2z4Zc76yhextyC/+A03nPOZxHegujVQ3CEXV9auRFcTTjrPsY2OTcMZ7eqR0LN49lD1k1YPOKEywlSOBkbXPPnM9gFJ+/Ru8+rR5R3igi+PDh45wJwxobGxEQEMAEPOTyZG1i4cOHp5Dehdzoent72XeM4CMQuzBm3d8TqLjboRxbd8Gks48hq+aNUUUjAYrTf4mSib9FTcbP2CW+/jNk1LzDCkolGfegLXY15+OS6IEu7liZOyKz4lU7YZgF2ucZBb9BR9g8KAO47eGbYi/GgTkfIqfsRSZMMb9OQCMOgkzfh4i+0y73hYbUCU3foDz9TuxavAUwGSDRD0BPDhQeFIzoR6JWKvHI9ZehurjQplDoPzQupUms5ZicWvsvnMz7I/u3/2A1r+cg+9lTec9jza55nJPNvoBs6Hha/logO22+UBeS0kEME0HdSTVJ1yGh4Suk1H8Aqa6P2XQXZ/8afUE5cBdysIjq2DtuUQa04EcLkHxojF6NHEUC/FUNvLb3H+qithT++ro6h+MlXTk5pNR95FQcZhD5sXgvEpDRAiC5cVA0Uk3SNWYXLitI6NgTNJkVDPhgvVDFicmAnNIXWRFQqusZPtbwIaS/xOZvKhpT13JIbwHrdnbkmMYHvdif13YF2Q9BbNKx3wk5EXrye3eE0WRCl0qL/fVdzO7dGqoPNA5o2MURFIk5sexP7Lgw3JW95x4gcgpwJffipCuifZM5Hz4ueAJlEshEQpexALPjQlDtoYOsMwQ83Ejd2e58cIbcBIoe9WisIDH0M5GIf+O+4euEBjpWj18hTmDUsuI+5zZsrPgeW5R1RlHWr5FX8pRXx0hpNe/hhJU4jM5Pcwrdi5ymM+BolwYaq/DFADEmlP8Fs07dM/za4tp3YHLp8yhLuwOFDhxOyN2ODzTfkGh7hhfBjWI5ti7ZjaUHLoW/2nZ8Z+leJudTR9AiOXVZq2XRaLYWRRmNmFj2IrIr/mojiGONEv5Z8FPWQWpy3RAU3nOcdSD3Bk0CXwYC0tEbPAn77ipE4O/N11mieKznIZ5Ac6QfCnOP/RRxrVvsrhdCj6yqf6Is9edQyuPYoqMjaA7NV+xI7sqjBYMNcRsQ27odClUDc5+j8ahe7H5sB59Fex/jC8XQpId493yREuR6gcydT37Qz52Gt7FWfGjfDMgreRIRHftxeO7IuU4jj2XzRVcCEoNAgr6gibiQoPk3l6MF1Xu8UXuXa0dc08O7T7ALNW8dmvU2SrJI/PsfyNVtrIGuLuEqs8iHg6Bqilrmfr/FJg3imr9FbfK1Dm8X6tWYd/Q6CHgKw9iC5oKv2ULyzIL7OJMLorqOIHpIKK8TB6I66XoUTniI/W0UKbBt6V7kFT7Cah6WxlASxlen3MicGLnqBpEd+5DY8DnCuk6w864YOnMMlDgIxZn3odILkWtjhepEYWj32O2zMP0+9IbPhFxZh7DuY5DpBzC55FkmmmuNXDb8QOlVbzCRuuX7RRHGdXFXQLLqr8O1zION3ehU2bsSq3lElvUHZuNMzqPIKxrKtHYD+ky6YkccnNQBqThkddywZsvqk1i1YxYCVI023yvTkDDsqzUV8BYkkmsd1CDQt6Z2Tnn7QAFkCvM5ldJGMqptRU6OxrJCo3ddmqjWGd+80UaI1RB3Katzu4rW64qYx2uMWDDxEcyMDkRMoB9LGfiitJljf0wsFSV1VEM3jWOpAXvbkl1MIEfCYmpoHosAltYmkus+gkLTxur+1MRLjrrfB4J7z2BSyfOIbt89/P63h81jawpczS3uoB2q6xIdKi0qe5SI8pNibnwo9td3joswjKD+4n6tHjKxlNPJzBPkqmZezo/0m3AlDpt6+n6nwjALJGgsIndsB4L0juBpiOw9ibFSmPUbztu1rs5rE34M6NTAVtsGMMu5ZseirVAH2I+tu0JmIqZjF+dD01jH8hsNCgqH4F4l8NlaoHGXuYYCIfrCpmP37H/DKFbgfNLar2ZOmj58+Ph+QI5hJAxLSEjwicJ8eB2FQoHAwEA0NDSw75pPHOZlqnuUYyrDLd63DuG9J+2KL1R8m1j5FwiNGhRNepRd15h4Jbu4y1iHuVmVr3LeTvtKndRHZr3j8rHaIxdjT+Ri+A3WMjFFUvW/kNb4sVsLZDKV1QRMIHI7usUCFVN+f+2lKD1pFqpZdzU56yClSD0LHaEzEd+21eXz0KSU3MyO5f0Fswrudfha1dJw7FrkfgeDXhzIujtdoZJFYfsS7lggWhCsT7qKXcZKd+h0dAdPRVjvKXgb+j6fmPISNLJIXtsbJQE4MPsjrNqzmNf3jCbT1oW/oLBwpE6cxMSDrpwcKErDFV2hM9mFE4EAh2a9i0UHr2COZK7Q8BQVzjz5SyQ1/df2qcZ4hAjvyUdy3SeoTb7Oo/s3xVyE3CKKGnA+0SM3xcr0O70mCBsd7UMF1dHCMJdyVYXcAAEAAElEQVSYjJhz4mcOFynRfhp4Kx2ipcdhkLq/aEjEBp7fCaUPHz7427bvqnUepZwW4oeEQAUK27zrUNIZOpNXEZucmy5UqtJuYyKaFOaq4R60fXbVa7A2Sli3dRIqpj+L6lT+TpruENeyBUKT6w7xiI5DnLcHD5R7XTw/Wky+asdsrzyHUsG9gD1aoBM0aL/AR+MMct+lSPqinN+Zt9WrkV35N0i0/Nz06LXMPHEnDs37ePg6jSIWW1aaO6Ljmr5hC+8xbdshNml5Pd7Usw+hOWatecBvNGDJgUvYnMwRIYNlbjmDpFe9jvypf4E7HJj9IWbvILGaeZ4T/fjIvGTfXZ4JGMhluiVqOa9tSVwZ3/QVAgeroJLHoDFugzlW8RwR7y9F06DW6fsc17TR8ZjLirSad7Fv3n8w++Qv7JpCDEIpa/DJPfMIZAbu43F3QI5TJ2xrl7VAiRD9OveXdhKCfLHhFwKTo+y7JkUCAcQCEzRufqxx/lJMjw1l9YV2pRbVvUoM6gyQCgVICFIgMVDB4osi/WQQ0iGHxwFlMCiTf1RPzFyghfvcw5e4jl1Ir/zniAiHorzCFyK6c0SM7YjSdFvHMU/iYqPa90JkVLOF897gybzuF9hfirzCP5iFBgIBOsNmozrpOqgo5lgggFIWA39Ni1fiFN0hpn0nE/aUZP2aXfhALuNJDZ8hsvw1XtvHtZjFYQESEQZ0ViIwoxHrN6fx7vql139y8vNQ+Seh3j8JqdVvI7z/jIOYQMt7NPIFJgdPOscr1I04Nt2833qxH3QCEuaN7BNNtdXiYChU9QjtPcPcxtojFgyLNsS6PizevwEhg+V2+0fPSTWvvOLHmaPeyWkvw1uif7FBZV70ddONXBQY7ZHbpzmC+m1IK//Gxk3W73Fyw6foCpmOg7Pfw7TTDyK+1db9iPY1rf4DaD74DrizCW0ak0NhmDtQvDQ132VWv85+fzSv6AnIZg5gXL+HiuRb3HqebSuOAUY9lu9dzdIySLh+cMbb6AufBm9T1TOIKaHec7Px4RildmRORMIwuZ95bKOJngH/Jm4HLL3Ij7ksegsaw1KyCB13h1HR/KgI6TQ2nPsJBgLsXZ2tOTXpKUwrpIg+x/T7pSB10b0I9zP/0A0uTuSZla/aCcMsBPcXY8bp32DPQn4JF84QGPWYd+R6RHfaNmZPKn0OVUk34HSee8kk55rQ7pNYdPgqiA22aTeRXYew6PDVrCbeGrVsXJ67TanFofpOdPFwfxsLPRodIhxkV8cGyNE44HkKkdjAz72e4kRdkVLvOtKYYs6j23agIeEKu9v2LfwGl21K4GyA0LlwTjeQA2kmtwEAjZ9dknuT+VL0CYz7f4u6gGkoy7gXA8ETnN6FEojWMjMH54N/Epla9mFG60fAF78BhgSurD1DIESPXzpbJzjftKq0qOszv9cRCin8JJ418vvw4WP8IVcnipIkxzCfW5iP8YK+W8HBwcw9jL5z5E7Hha+V1Q2a+j13ggjvOOBQGGaz8FX9GoT6scdCeopM3QqZzrVrQGSne8VIEkt1h0x1Wxg2nBHuBTQqlY0wjIo7/U9zL8BYuxzRwJXPQtHJIfeIhqSr8N2K42iJWMoWKGjBRiMJQf7kZ/HtqlMO89tdUc1DkDMgi2ORhYsPX41l+9Zg5sl7EN51BOPN7oUbWWzA6PfInaGyuQPD8m8BBuTxaA1bgKlnf4/LNiVh7fYZyKj8B4uM4DqgDQRmoDTlZ7ye79SUF+0OoE9+8CWv/fVUqOgImaadTYSpQ5QLur0v5XJWFPaXiBAhd1wGps98tDDMW2RXvuLxfalzuj7+cs5tysZJGEZU9SjR60H8Y2zrFu5FSm0fppTZ227zYWK4P8S8Zr4+fPg431C0y/KUcARIbYsu9BvOjQzE1GjzeUGp926hSOWXwCLUuOgIm+OWe9H54OTUP2PL0gNoD50DncgfWnGgx5JlOt9PK3wIyfWfYDwgBwt+++H8nCIwaNjin7cxCkcmd9NO/xoBTuKcXMZ17l5uE2XWGHsRtJIQ3vfnuo0Wj4ncsw/j0s1pmFj+Z7diRUP6ixxeT93QBbnPoDc4h5cwzAJ110cMOZ9kVb7iVBhm/Rr4Qgus7qKVR+HAmgOYmmMbpXKgBhjwcO2XIrgjQs1R11zkFD+DS75Lw6zTv8KEir9i2tnf4eKtuZh+6r5zUuSOD5ChmUMYRkwsf8nl45CTTtBAGbYt3YdjU/+G+rhL0BS9FoXZD2LzimPMsefMpD9wPgbNN3Yv4RahWfBEGEZOBXTxcWGxNDkcS5PCESYXuS0MC5GJMTchnAnDKN5tf0MXGvvVLLKeFh/zW3qxs7YdKp2BRQslBfFvAOkKdi2caIpYiqqLt8GbUOOf2Y3TzKHZ70LLERnZEzgRJRP+z6PnIqdLiiu6aPt0zMn/OWaeuhcr9q3Gkv0bENRn61w9mqzyv2LlnmWI7tjLFpMjOw+yqOXVuxYwsSuxf+6nI/UE04growW6rSLhGmxfvJ2J0kYzljaqtNp/sdfHB3LjXr1zPnO2DNTwG29EdB/D3OgArEqNRJhsZBxwybcJbgnD6LhHIjti1rHbEOFAGObqPJjY9DWSaj9gb/KGTenIrH8X1iNjiUmF3LIXsHr3Ysw+eRf7rC/aOgVTC34LoUGNVbsWORSGjX7+lMZP4aesx1gI6TmN+YevwaXfpmLDlolYtzUXk4qfwdzD12DNthlYsnctRBqzy7oz6hOvYnVDT5DreyEaJQyzENaTj0UHf2QnDLNGpu2E4e1s1uTmDdqiluLAnI/w33W1+O/Ftdi5dBcOzXjL4XefrmsOX4Yzuc4dcp0iFGPn0p3YeFEZNq8+OS7CMGJA64tuPheUdzsWnTTGroNaGsF53/r4H0Ev8V4MMTn/2gjDrFComzH3+G3mE4AD6HcYoZAAU+6EdtGf7JIV6O/myGXYsfygzXy+hUPYQ6KtjOq3OPeZXJ/CrdZRyFU2MdA9UePCg1cgZpQwzPKa0uv+hVnHb8eFDDXqjBaGWRCadJh65rcIlo7fEmX7OAvDiIK2PhS22zelTIsZ29qBSh7Paieu6HMhilSoGp26bY+GhN0OEQjx1cV10Ar97c4b9Hdb2DzW0EVjRZOTZBiap7kiYChOmRc5P0HfDeXIn/EPTmEYofJPxJHpr8HgJNayKzgPZ3MeRZBUjKWqHQjYd++wMMwCNRBSw+Os07+Eu1Ajibc53tzDLpur2rC1qg2DuvH/rvvw4cN9DAbzmNWVWMeHj7Fi+Y5ZvnNc+GIlz9HEkyYoroYAdPuk4mdxJvdJnA/4Wj3ztau3JrHWfWEYDSSrUm0tYt26v8nERGGERjUyCal7wh/xikGXnQiNMets/q6NvxrJjZ86fR0kZGuJHbmPWhGHg3M/grcoTf8lMqreGIm0GwVNZMUmNYttsh7QJzV+jsqUn+L05Ke9sh/U6Tml4CHEt3zLbLHpsUszf4X98/4DmaoVmdX/ZEWsnqBctIQvwup9y3h99i1RK3FkxuusIzWkKx/z8m9DgNqckUv4qZuRV/wki3PcvfBb6CWB7PpwuQQBMjHSQvxxuLELKr0RRZMpvvV1TvWrUhbHFtxHY63e5or5cSVy4gMV4medvBvxLZt4bV+ZcRempGSgvFvJYm6d9YSk1I24bXibsRZo8/NegMigYt+f0QxEzkdlmvtFDer8TwyUoabP824sLlLrXP+Ow9u5rakdCoLDAjAxwvw99uHDx/eDEJkUK1JG3CwXJ4UjPix4+NxxqrV3zC6ujjiZ9wICDlUiaMB+MW1QkcjEEd8HlAGp2LdgRLy8bsskp+MaPpAzUF38lV4XFet4iqQCBmtw2aZk9AbloCr5RtQmXj0coURx4HwcO41DEV58x8ktUavY/8XaXqSMQRwXMlCCRQcuZ9Ht1MhB8VAU/zmjwL2ISkdQtNS8w9cgpmOPR+4sDuMRSbg05PaRUf2m249J7hX0GGMRuTtCZPRMzWUSy/Hw50fYXEXcfhY/XnMZu77bEIgAU79b7mFaUSAqZr6MxbEh2FjhXCyYe/ZRZNS8afeZ0LtKRW6JroeXO/RYcBbfbe2mEzwq3twZUl0va7ipT7iCXUZTl3QNG7dOrHjZ7jXrhTLsWLzD46h0V0iEAuREBPIWi/g4dwTLJFDIJWhXub94khpiPjYVdw6god/xvKNfa8CRpm4sTY7AlKhgKHUGJhxzBc2lL942FRInDhEkrD5MtYW2PqRANBzhN1bo95/Q8BnqhhrR6Fzw7aqTrMmMuWgORwXKUJLxK5Rl3evxc5EYLLHpS4cL54sOXYHdCzdh0D/F7nbFYC1zRxE4OQbPOvlLDARkMJH8rvnfMHfIxa+YcLBmVGNY9u9QPeRWsWPJDtZQNa3qr5Br2qBVdrp0HeOCHsNfWePSsUas68f8I9fbxFPygWokxbUl6E2YgEg/Cbo0OizYu8FpPcAR9P7ReCOz9m1EdB5GyIBjITYfsqv+gZySFyCB8++29eclggFpdf9CZNseKLTtvPd3QskLyJ/u2Rg3o/wV5JY+bbMfNObMrvz78N/+mmZcsi2HCSI3rXV87mmJWoG4sNkAjroVBc3HDZAcZl0h7K9xHbHlLgIRTEPnv5bYi/DlxTWYcuZ3LJaM6r3kMJY/5c8YCOL+Pp9vvBEV68M1SidiA0qkODb9Vcw7dhNzuxtNT2AOzk4cylD3AkKDitWDuaC5clTHHrRFLrXfX1pziQhCOP14Y+/HjqgbIG7cDYWqBVpZONojFg3PKUkAfrq1B3PiwmDgSB4gZ2wFj3PHvMPXoeGnHUgMkkMiEqGyexCN3T2sQV8nDnAooCPhGdXWJap2RPRwC2oSWjahtLcQfcGTLsg4ydDeAs5tyAU4tGETtLHroPL28e4cUto1yL5fMf4j4j+KJV2YEMYaCjzBIPZjIks6hzrdRihlEaNcCPX8RcYqebTT2+g3svHicoi0fZhc8gwb//QE57Jo18GANLbNziU7ENhbiJmn7xtK5RGgOvEaFOQ9y+v5J0a4EMMZ9cCmm4CKz9if0vQfAdmum4uIprj12BmYhfSat5HY+F9IDIMwKaLQP+lODE59AEslIijEQuD1BzjP4fEt3zFHvO5Q/uLnYJkY7arxmxuSs+z2avfGlz58+Di3+FzDfFxI3zGfOMwNxrLYJ9X38tqOJjHnC7U8hmVzu4rRcVSwc0VKzftu34eWyfSycK/GSBKhItfCMKUing2+rcmf9jKEJi0raApGfS/UsmhsWX4Q44pQiK1L92HpwUsQMFhlsw/URUJ23c4Kbek170AvVKAw5+Ex7UJa5euYUvzYyHMbNJhY+VdMqPwrTk5+BjUpN7MuC2L+keuQV/Qor0VB+qzL0+6AUSSH3mTEvPzbIXQiQgwarMTMU79Ez5pPWTf+yZYeNGt16FdrobPq7vp6TTku2ZLFLJFHo5RGYtty7rgMrpgfKnJQl9xYmXL297yEYRppOKqSb0Bp5v0orO3ktwA6Tlg7lnh0f5ECR2a+iejWrcgpe4kt7PmHJgOLnsEpwwSAZ1xCdngAtHoDOlUa9GmN4yYMI/wHrVYWnCDTujfRX5MWibBgnzDMh48fgpuYZeDdp9Exh8LxQCOLwO4FG1lkBbllKdQtUMsiUZdwJaqTbxyO6vEmrCCtboVOGgKDlZuqNzkw810sO3Spx/FOUuMgiz1oiVnj1f2iOLkphb93KfyhTmcitPc0E1VR1OGR6f9kjgkUq84HWqj9ek0potr3QKFuRV7R404dySgOqTr5evbvnLIXxhwXTZF7tEhKEXxEbdI1LCJqWsFveUWZc+GpMIwozvwV+394x2FWdA7rOcFGi1pJGCpTboZE5/6+0ViKIsFpgd2bKB00GvCFjh0UzaOOHIlUS3603614SVrQ3rz8EPQGIfbUtDnf0GRwKAyzhlxS5comqP3icL5wR0w16JfscpuSCQ+iNvl6TCz7ExKbN6JfkYTytNvREP+jcXOqJXRGEw42dmF2uC86/ELkRLP7omRa0CEnMIqXcnWu71LrWARcuEKKBQlhaB3UoLZXxRkrRIt/363Kx9SCB5DY9M1w5A3N84uzfo2K9DuGt916STXWfp0Eb5Fe896wOMwyXzs680123JBrOtj8b6zjjNCeUw6FYTainYq/MEHKaNLqPuQ8dtG5OL36LeRPeQk9YTPw7xXlOPjASIxZ3uR0bPnRXrtCaWfYHOyP+AhifR9WfZvthahJ14+Q1PCp28IwCxqIUdwxwARhisF6RPWd8HifQ8cgDCP8VE0QGrnFvo4IVPNzSrMQ3/ot8uG+OCyyaYudMMwZtI1M34cN36bhm4urHGwgxJEZb1D1xq0oaG/pluhxwtt2o8V/HsYLEvmQq/5oZ/3RTIoIRGGHd8dRY0EmEqLfKvLQx/ig4Igqa49YiN0LNiGz6h9IaPqGxQUr5bGoSboeFam3DTf1eoPgviJeTUWRHQccisOIY03dWJsRjXalxpwqELHQ5naFsh5TzzyEwIFyGIUytIfORsWUpwGB4/QPIc8mEYlJje4jf0H8yt8C7WeRvOlaJPVWQ6IfYPVwEqGWZtyNrrDZTEScW/wEkuo/Zc7LfISmdHve2Uexf8HnuNAIHKjktZ2krwrL5oTj22p+AuJzSYhUhD6dgVdUeGW30kYcRkT5y7A+Iwrbqtqh4fMgoyjOfgBRHfsRoKx2ePuZnMeYwJELlV8i7whzEkq6wiANwuk85wka/cGTsGvxVniC/yhnnbKuAVR0DUJvMmFa/i+R0PAfm9fhV/4JLi//BGcm/B4VGa6tPvsDs3Aq9zl2WZ8eBalYBJJnWiSaW06fxCqN6+9hUuNnbonDxlMY5sOHDx/DKNuB9gJA2w9IA4HIPMBvpMndhw8LPnGYm/af3jHzdo5RcP6sBalA3hhzMRKbv+bcriXpKsTKhaDSZreaX0eHUOD+4Pds1v95LAzr6+p0KAyjAo6/i3QP2tP9cz5hBdrRHJ/+KqqTrseM0/dBqu2GRhaJ/bM/gCogFecCnSwM25btR2B/CdKr34HApENr5HK2OEh2/a4GrWMRh8U1fG0rDLOCrqNYmo6w+RgIymLdsDE8nZRoIpyf90d0RMxnf+eUPO9SoEgxfydbm1BiFe3YpbEVkxkl/vhyfSOiW7ay2CWxUcNEf7QA2h020+ljyxQKTJg+CyX5x2xiftoHgMgAijSai6Mz/skKaGNBrm5FcsN/OLcxCCQoyrwfFWm3wiQO4P3YWkmoy22sJ4WmoYUH6phxNVGkooU3aI1ezS7Ej7JjzVfWuxa+WYgPkGNnrbmwTgvwtCgw6Jc05s/F0whRHUf8iiNk4vFxqvDhw8e5pV+jh0miZ1G/1eMkDLNAxfXy9DvZZTwJ7TyCOfl3si5owdA5ggQo+XkvojluvVefqyd8FprJkaFth8ePEdu6zU4cFt55GPFN38AgFKMi7RfQKJx3vzqCFsFpQSO78lW37kcdpNSFWpn2s2HhGB8MksDh91atiMGsk/ewxRWbfRIHoT7uUizdezFzePLEydcRiQ1f4NTkZ2AaEn83xl0KhbIJeSVjczL2dFHUKBChIfFKpFa/jamFD49y/OhCTvlLbkviVLIotEUsctv91DI24qI81XWUuStGjz1p3ElGQ/4cKfT0HhRm/RZlGfewBhKiX+/8nZlc9CSvhaVpZx7EoTkfwNuIBIDBxM+1b8Av1enix/B2Ij80R5td9FyhUsRhcNlrEEUGgTwB01Va+A9qmKMTubFIhECgRAy5RMwiAsmdV06RgIEyHG/1fBFcazA5jWLycX7p4NmMYu0EtzAxHCKhAJ1KLS8XHxKEkTiMBEkxAXJ2+aa8hQkHnaEXB+D49H/g5JQ/seYUEmUN+GfYqU+URjGUK9+BYvtPHf6uaX5NTX9843xlzpycBCKoOdwj3CGp/t8ut0lo/AqnJj/LGsasiW5zHCFmTYzVOCKkZyQ6+O0DBQgKC3faQas2mrB872VjFvIMKhIw4G92zHA1ZvEE+kypmZOgs3969eteEx95gsgDYZgnkBuRSK8crs0JjFokNH2NtJp3EdJ7BnpxIEoz7kJV8s0wis1iXJm6DQvzHf82OJ/LqEZo2350Ry20vy0wAnPTZThcOfK6uc7VfBfg+RKvKkXhOIrD+J7H00P9mRirzksxl2OlQ6VDQ+dII7aRw+HJh+dkhnLXIvuCJuDE1L/gxJSXmViKXF0vVLRG8/nbLv7PZML8I9cielRzS9BgBVIbPsH2xTtZrduRyISveGti5SvYEXsxLt4+E2Ir90+q58e2bUd023Ycn/o3Jk6TWrmI8j2WhLtwFztfUHMT3/n3hSgMI3q0BlyWGY0t1e0srYQLag5oHlBDbzSxGlGYQsrmFjuq26H1QBhmaRTcs+ArTCx9gSWFWFxdu4KnoDTzl2iOucjlY9Dvsjs4D2EuXNyUshj0Bo80Lp0PDjR0YWVKBHRGI7bXdAyL8iafecROGGaBrssteRoyVSMKc5/h/VzlXQOYFGWu+VMDyNGmbhgNOqeGBdbINBe2S1e3Wgt///Fp8vThw8cFBgnBzrwJFLwBdBXb3x42Eci7Hci9zSwY8+HDJw5zj4wwf5wY8KzAqxMFQWpw3eVeM+QGcL44MfVlFvfmTJxD47EJZx+D6ezjqE68Fv05j/LqBDox+U9YdXAV70kNOTNVZN3jtihMrVTikesvQ3VxoU1BUKbww6IDlyJBXcirC38gIN3uOqmmA8v3XQSFunH4dUiVA1izZwkKch5HVepPca7oD5yAU3nPD/89/bTrCCCFpg3BPQXoDcnz6DlnnbqL8/Oj2+YduR57F/4X0e07eRU4G2LW48ykx6BWxI4UTNu2uLwvPRdZFGuGBGVctMasxuaYM9wbGbXIqvgHAlS1GFAk46l/fQqNxgCNsh+3LJw23CE6OS8Hj/37c69YgMa0bnO5cEwFfbFJ65YwjCDXO1eOZAP+6SjM/i2kuh60hc+HMiAN007eh9RG54V7E4QoyRp73NRojjR2Y0Cnh94N+/C9dR1IqfsQGVWvD8esqaXhqE26FiWZ98Igshd3egotxof15HNu0xBvjoPy4cPHDx+1VbQGiVTlfkqIBYD8ByD6TKr/BDNO329zvrc4KszN/xnKuu9A4aSR+GpvcHj2v5Bc/S9MKXlsOJLEnUU1iqGzIFc1Ytn+9ZBrWofvn1X9FuriL8fp3GfZwjtfCif8jgmwMqrfcilaH+3AUplyG8J7jvN6HXqRrbNQU+w6bA6bzc5x4V3HmGNFV1Ae0mveRDpHnISniI0q9h7qpCPC8vrEKzG59Dm3BG7egMaGu+ZvgkLVhKmFjzh979wdhRVn/YaJ3wYpPpOHS7J5X8zCr5wKexcbCwN+KcyBaqzQuPKpD79kzS23LDCP010tHdTF/citeDeKEONDmJWowlP8xSO+vSSOyQz1x846ng0AAgGqUm5kDnrOoMduir5oWNDIh9YBNZKDFQiQStgiDV2sIaHY8eaeYdFQnxY2UYBBfSXIqH6DNaiIDGr0Bk1EVfJNZqfpobhTRzSMo7OtD8+RCIVQuRHLaDSamEMN+zdPeSrVJkYTphCjddD1cZXmMX1BOZzbdKf9GAXz/DGp4LcIGKweFnP3BU5Aft4LkOgHseDINbyOl7QgS79beoDBcYpzImdMPuIccpVWjxKHkXu7KwQGDfIKHkJq/UdQq0fe44VF96Fs9p/ZwqozAgcrMFb6AjIhNGhhFNvu+2iEHkbNsvhpo274uBfbxq8R7/sOfX8l+j4mDhPr+rDgyHUshtSCSNeFvOInmSvdgTkfs+/yRduneiTMovssOHELNl5UZn+bQIADd2iYyTnFSlrcwxxhGgdxWEDUBMgEQmjOY9zahPAAiIUCTI8JhlJvQAePuNxzzbflrbh6qm8h3Nv4S0d8BTQqpcuGh/ESrvYFTYRWEszOE1x0hM11ept86FxO8WvWzD5xO3M9doQQRizfvwab1hTa1Rn5NJJa8FM3YWrBg0MSX0fPQ3X3ezx+/2h+k1nxd5Rn3M3EbixRwmQ0uxxbxahL1W3IK3oMMW272PlVI41AedrPUJV6K8YDcpfTSEI5Xd8MQjmaPXQCp2QYDzVXbmEcioh0JQ4jUdihxpHXSu+8N1q6aBxzKu8FnM3+LcK785kok9zA3OHgnI9w0bapEDld8xPiII8moWiFBPMTw6E2GFmDZH2vkp2fOPqU3IIeq7pXiZLOgZHP1mhEZu1bLtelsmrfhUmkQFHOI7yey/J5UuMHrTP0aQ0QycLZd3J0s57dfRXnz22bD6XNnQiVO26g9/Pz88Xb+fDxQ6F2O7DlVqCfw6GZBGO77wdOvAyseQtIXnku99DHBYrPOcwNMsMCcKKOI66Dg9Ls+5Fb9BjnNjTeqU3izggfb6hL8+u1ZZh++n4mErPE6ViKGwKr4lRa/YcI6z2JvfO+gF7C7ZozEMY/914pDsPOxdu8EiNJXfiWTtEwQTcvYZgzVu1e4nAyQxMwih6ieCfKLh8LQVIxBrT6oRAJ/vB1j6DOSiKi4wCSGr+AVNsFpSIBNUnXsom2M/wGa4Y7U7gI0DRgYulLvCazOshxbMarNpNUdwqmtIDoDaZQEbnuX2zCbyGn7I/MBv1k7rM2Tg5nC4qgUalYBNBoyI0itfZfCO4vhkEoYxPbhthLnHbNiYYWwF1BRVB3aYpehT7/DNbl5gj6PRdMegKtUctsrj857c/M5Y/iLka/u0YIcXT6q2wC6m24IlacMaHwCWRVvWZznVzbieyKvyG86whz/xvdde4ptYk/ZguC/k7iOjXSMFQm3+yV5/Lhw8eFTcegFlur7TsEqRA2ush8oUCOJzQOCpGJMTkyEAcbuqB2ZOFj1GHG6V9zCnKyql9DfcKV6AvmXrR2l9rUG9iF3B7o/CjUK7Fq3wpeZ/r+gEz2f7rvml0L7KIgKZorufFzFim4b97nMAlEzLkjpf4j+A/WskWGhvjLUZtwlW18pkCIszl/QHnanUho+goybSdi2nYipO8s5/6Q41Fm5avILeXXsVrmwAmOnGlLh6IViTU7ZkHm5ThECzqRYnh8aPP8GXdjYrlzYZQ3sMwvqBDdGrEIx6f9FVpZJKaefsBlZCbfhVedUD7SfCMQsVjwxKavXN5PLQlFyYQHYBJJkFP6R7v96QvIwP65n9o5+ljGba7mRqOh3yg1s1hY9AqQf5/juCoak1F8mjvoeUbDmjiETqPxG6zGlMJHEdl5CAKTnkV3Vqbeiq7J92J+QhgT4NT0KrGLrzBsiMqUW1kkELko2O0fLTKFzsGJ6X9zu+Ofjt1TowKRNsoBgy0G1HcygZizho45J35m45QT3n2CXeJatuDIjNfs5jMWDD4XkwuSmTHB2FnHPxJ+aC2ZESyTQCQQuPxsKXaaXGyEQz/iyu5BG2GYRNuNzMrXENRXzBaXy9J/jn43nBqaBzRoCl+IpmUHINSrmShaSQ1XVi7Kpyf+AVOLOVQsQ9QlXI1BvdEsEBsn1PIol9vQHFrr4NjZHTwVQQPcAi4SsWfUvWd3PTmTJu1egu1L9zgViPGtK3Cdd2Lbd2HD5gwcmfkWZ9R1T3AuIrsOwV0GFYk2gljTkGPkDx29UD7sij6t4AEbYZg1ob1nWMNkVezlTGDhKVw1Gvopczl6WtCIQ9hvOlDFL17c9eMFYyB+HSbr9DjRwi2KGS+iFBJkh5vHinRMcyR+HSvhHQfZ52vS6VA+8X6PHoPO4ntq2jE93Dt1IB/2WJoYnEH1U2p48EZD7WhImFWT+BNkVf3T6Tb9/ml2dU5rFiWZo/eEw5JqsLo4rX9wQUkU6ZVvOGnMGHksV8S0ca91jOVdo/tOLnmGpZzEt2weduFVyuNQnXwjytLuQETXESw4eq2NK5JYVc+actJq3sP2JbuHHYm9BdXEy9J/wVydnFGVcpNH8dUTwvxo8oKSc+DUe6C+E5F+UnMcqRt4u0Kkl4WjNYafe7JDd7aVp7DkwCUIVFbZpIko5fE4MPdjDASMxHI7o1Wlw8mWHhY5W9Y56PYaFh+qupU2oj+q3fCNis6u+geaYjegJ3Sqy+2D5eaxFb0eEoYRJEhviLsEyQ2fct63JvEaXMiszDXXyRyxYMEC7Nu3zycQ8+Hj+86Zt4FttzMxOC9IQPb5GmD1m8Dkc2d048Mzdu/ejWXLluEPf/gDHnuMW1vkCT5xmBvQJDgl2DN75OTlv4Op5FkIOOzXG+e+BuMo94DzAQkqKD6RZFb+faVYvXeZ0wFYSF8RcspeZEITVxSl/ByTapxP4iwo9F2OV0I4IMGOtTAsKyMB3z2QgjBTG7SHf4y6hCvRH5ABf3WTy8cyCu0/4/TqNzm7XGhvqfPGHXFYUqCcWQpT0ThEJkFqqB/8JWJ8UdoMd+kKneFy0KqSRTMRy4JDVyO6c7/NbRk1b6Eq6Qacyn3WYfd7RuU/+VtZd9vHeTpCChWC+kttuqLFul7I1a5fPy0idvMY5PMRhqU7KCKTUCyt7n22/PbM+59AUv4tNlxudrKj7iujX5bd9yOvkCI3R07EVFyYWPoiDsz5yKETXV9gNq99bI9Y5P4LE4pxcPZ7WHbgEraYbQ05ZuTnvgBD8hqw1lcH7oE1cVdhWuH/Qa5pg1YciJbotSie8IBbXXG0OJpc/ykSSYSo68GgXyJqE69BY+x6FmE7FkJ6C+yEYdZEdB1FWu17qEjjjlrlCy3w0gLwnOO3IaS/yO67KDSoseAIOZbdh8b4S7zynD58+Lgw2dfgnsjhQoAczValRrJ/76vrcCwMAzCp5DmXghwaC0w5+3vsW/DfcdlXjdXiMQlgRDxKjY1xG9j/Z5z+lZ0wzJqI7uNIrvuIxV7HtW4dddsx5kS5f+6/oRzVgUv7VJl2O/t3wGCVS3EYkVn1D/CBhGmlmdyOnKE9p+CvasR4UR9/lcPzckXaz8ZdHHY653HUJl1nF+Ue2XnA5X0tyzCuxqcSoxpCg2ZYrE9xLdFtuyDVOxffGyHAnoXmRSIS6TXEXcac3AIHyqEX+aMxbj2aKRrbShBEkWnkMmf5fvQETUZF6q2oS/wx+EJuC6kTJzEH5FNNjuOqKHZz1/yvYRK5F6NdmnEPoo66FiS0Ri7l9XhxTRtZpL31McNP3Yzc4qegrngFRy8pwsToMOR7sJBN38fDM99m73la7fus8YLGr+3h81Gc9Wt0hc1yel+pkCKDnD/2qbZ+xAcqbOK9qePdmTBMounA7Pw7nUaokVMvfe70e3GEeBwWR32MnRCFzI2lXEBmNT0m14jEIDlqerkbfQ439Th2jTDqMe/ojYjp2G1z/Epq+hxaYSCOzH4bHRELOB+bRFyN/SPPT25VSnGy3XZV6T9HZtU/4a9pcfpY3UG5qEg3z5lIIDZekACbfs9cNMRucFgPq0q5GcmNn/F6HtKskLOTNVTHmXnybhyY+4nD+7RFLEZcu70Y1RE1sZciufkrh+ceGrPMO/5TbF+8A/1OGu+qkm9kTUeuxlujqR6VMFAfdzkmlf0RY2Gs7lbedsdyRF3i1ez8nXvm90ho/oZzW3J2DO06Oqbn46pTGAQyiE225wL6rvlJbcuXjXGXMDcRcmDlg0EgcRoBS+MROh921ndiYrg/IhRSfrG4JhOiOvYgvvlbiAxKVnuqTfwJE/97QnqYraha48WGmLSqN5Fb9CREGHkPJle+CKMiFptWnnDbiaZraHHfh/cghxkSEhw44Hp8To21zhpqvUFR9m8R0leIqA7bmjZBDdtHZrzp1NGVrlVIzL/xKD8p6vrNTapJ9fbNsY5Iq3vPoTisLXweojsPurw/fZXHW9ZrEcaMdiybVPocwrqOs+OCs7g8ai6ec+I2HJn1ttf3qzzjLkj0/ciqfNXGwZnqqdVJ1+HMxIfdfkx6L3Mig7Gr5txE+3Wq9Yj0k50zp7LxQicLw/bl+5njalj3Cdbg0xM63S2HdaJmnN2RRztlBgxUuvU7mHnqHmxfts/lthSXTLGfjQO25/eSzF8hpm07ZFrHzSTVSdezWNkLDaonWJscOIOO50ql0hc76cPH990xzB1hmAXafuttQGCiz0HsfxyfOMxNJkbwF0dYQxP4oPvUwLt5QKd9xB2NK4PO/gnChcthdHNANp5MKvuTy0kSTaTOTnjIpbCtJ3QWwEMcRlgv4riCutasra2LXp6OCbp8CPqHXH4GyhA1SgzlrvI/tcZeQDQahbqJLSDoOCILCJpITIkKRmqI9ybLdfE/wiTqEOKw16Zu4nXbcp3aB6fV/QtqeQxKsu6zu41rAW00RqtuZVeMjvVZt2Uyr8lye/i8MQspqcOaXjMXqXUfIKXuA6is5ggrdi+FKnYB8qe+xBaQyU2AXBMc4a+qx4Kj12Hr0r0wjXpfSPRFXW2Bg1WccUUtMavhCUr/VGxafQYxLVuRWvs+i4ZqD5uPsox7WEFkcoifXWFRrO3GkkNXIqi/ePh3TxN4KiAUmcj+nB/korbo8FXwV47YmQYoaxDdsQ+t9R/j0Mx3YRR7/vmRQxufbbwlDiMG/VOwc8l2RHbsR0rtB6w4zeI9YITEoETwQCnmnLwDndWvY8+Cb9wWuPrw4ePCp6p70M2lvAsDEj3QWOmrshZOqRW5afGBxErngi1L9+Gi3QscjkMti3Hk0mkpykV1uF6wmHb2IafjWjpPzTlxO3Yt2uz0/m2RS5DQvJHzOfr9UxE4aO7U5mJQHo8dS3e5PF8k13Avpo8FcnElhzBnY/HxxOyYbC8McwcBz+ehTmNyAWVRMCY9DALHY1UWySZPxp7FW6CXBtmMAQon/t7pc0w98392ogcSic08fR/Cek6Zmy/4vB6BAE9+8CWun2Hu8j05+WlMaXyTifWpeYVirosm/B/0ElunNz60Ry2FXihjzgdclDn5Ptjsp16NWafudipukOu6Mf/zOFRNuA/I+A08XaCvTrmJXUCLWKOdhgWAQijA4JDYNVAqRnqoH061up6zkEh2ZVr08N91fc4jkmjBWmzgjlAip4WK1Nsd/pYTgnzuJRcqF6VH4tvKdl7b9uvpXKqH39Cicm5kELrVOt7uEdbLsEv3XYSw/kK7bViEs7GfzaEOzvoArdHLnT6eWm/k7USxZVU+Fu/fwBx5Rn9DewMn4NDs8TvHWNMdOgONMRchvuU7h7drxUEozfwl+7dU0wmJrhcqeSybM3aHTkdlwjVIb/jYpTBs4SvAwRr720hIINIrHZ5zahOv4iUOo/fPmTDMepupZx7CvgVfOrx9MCANBTmPY0oR/4humnH2BNk68ZOgj5o03RWZ2T7u2F1qxhPav9KMXyL37KPIrH2H1/5wNXTyoTDTsWNVVqgfStN/gUmjoqYpXnJBCrDvLvMpgEVSp9/JapmTSp/n9fmQYFBg1CKt7iMbt36lLAbHp/0dnRHz2N/FnYOYHRPCIh2dCZoJmaYd847ehLBe2/F6Tik19T7OxJbuQEe9mFFKdTHZKXpBTJpR8QpzExr9XaK/RapmbPgmERs31EPn5te8X33hRV5+n6HxKTnMkJBAbzSirlfFxk50LpKJhUgK8kMgdEhLTDgnzewHZn+IxMb/siYCmr/pxEFoiLuUuU9xCSDpG/t1WTOWJUcgLlA+LA7zH3Rw0nCAWK90GtV32bcpLo+JdE6jRorzRSyP81wsOZsZ9azh2NvQHIaOP0kN/4FC1czcPOvir4DS317czgfjUH2mW+NZXLMnlHYNYnZcCI4193yvBWKESSRDZ8T8cX4SI7Iq/o6IrsPMHbYq+Wa0Ry1hN9GYjFz7dNIQXsK0Af9Ut56aa63FQrBUzERoZ9vs5480/987779snm/t+ErNfZUpt7CGpQv1eE3ujSTSdUSY0ICLpvIzK/Dhw8cFjLbfHCXprjDMAt2P7n/zWUDqfn3Rxw+D/w0vci9CnaIWSJCkVvK7nG1oxeDgIAZz78OgBsMXixs3TSKCBsqxbL/Z/eBCIXiUS44jSDjkr3Qct2YNV2yhNfReRPAQc6VWv4tpJ3+Fpy+bbmNtnTSY77EuQyfyx5kc+0IdCWRcQU/pp3belRskFWFKVBAuTo92KgyztmdPqXkP6zdPwGUbE3HpphTMO3IDJBrHxS6KQTo67R/Mdp9r/5wJw6wdsMgFyZH4jG/hsjbhSt7bkpubheSqtyHiUebWigJxaOZbGCuZVa/ZOH05e89GHyQXv2J2tKAiu1zdgsxKbncQEkjFO1pIFghwYspL0NNCpQM0klAcmum6COoKEpcdmvMBDsz9N+tyE4tEWJ4SwaJNRovl1u6az9wZrH8+7Ng0WImFR6+BkGcUJkXvWAvDrCGB2JKDl47pNQX2l7neZrAKAipqDCHW9mH28Z9h7bbpWLJ/A9Kq37a5nS/dwXnMFc5ZoTe8Jx/TT9sLLH348PH9p7LHPq7A1VhwPGJX3IWir/7rQhjG4Dl4sj53SrWdyKr4G5buX4cVe5ZhVv4diOhw3TnNB3VAKr5eXcJikke/i7QYN+f1YByb8peR/XLiumC779yE9hawaGJn1MdfDrWMOxqrPXwh+FCWeQ+vQmiA0juxRI7cKHYt3QqVn+1CTnLVu1i892LMyL8Lejf7iEgYxxf6TJ0Jw8ghis/9yUXLFWyh/uzvsfjg5UxssGz/eih0jjvM2ZhHXQepfsTxxxXRbTs53XDIyZScyvhiHcNTHrEB38zdhq/XlmHTmrMoyH2aUxhGY/jp+Xfj0o1JuGxjPNZ/l4WYppGYnF0LvuWMTytP/Rn6eTjbxrVt4XTpY68DJqSVvMQiVseMg8+ZFmQswjC5SIiEQDn7Px/6dEZ2bGZz88FB9PQNOD2G+zfttZm7O7oIuqth6qm3P/5rVIjzzHTcxzlALhZjbRp3U5c1++pHnEMlIiGWJIWzqOYAiYj9qvicQUN6TiPUgTDMzu3g5N2c8xR3fXH2LvwGW5ceQHXidez4SkLTQzPfxo7F26CWjwglx5tj015lQhhaILSmJygH++b9B9Gt23DJxmSs35aLNbsX4tLN6bhkYwo2bExBmgthGEFui9bCMBLtkJDcMnZZcOQaTCp+Bv6jBNwiJy4qjuDzOYd3c7tXVabdhv2zP0JrxOLhYzJFETp/ThPmHr8NM/Pvwpxjt2Lu0Zsx49SvUJF0s1PpkavRJ91+ePqb6AidiQsZvUiBjJo3z0mBmz6LykyzW7w19AmVdStRlnEXdEIF+07Rd8vCgRrzd4+oSP4pEzpQ02U5j0Y1csUkh9KCvOfx5boa7Jv9MY5MexU7F27G5lX56Bi1cH+8pYdTGAajEfOPXG8nDCOoWXDq2d8htmUL3GFBUrhd7FRMgHdObhSBxy22NGDhjiUOa5RctFs+EB9eg74D/v7+CA4MRG5CFNblpOCKvDSsz0lBXkIUokJHjmGZod5rhJaLBIhQjETqEhSxS66Cexd8hW9Xnca2ZftQnP0bXs545ES3rabDxt2TT4yexZnMEdQIvGPhVs7jLh1fzkx8BBc65CoW07Zz3B6fjo3UsHw69xmUZN3vsTDMwikHop7xxDTUkLIyJRIZof6QULeKD4ekVL2LyzYlMBfNmPbdiG/dgkVHr8H6TZmYfexWrN86CRftnI31WyZh9omfI7C/1O63b01N0vVuyuFN7LNyBn128UEKbK5sQ/2QUHQ0/YGZ2Df/c2xbsgdHpv8TB2e9j+9WnkBx9gNOHQovlOM1uTc6unQZXddPfPjw8T3gzJvmiMixQPc/M/Y1dnfQ6/V49tlnkZ6eDrlcjoyMDPZ3VVUVO3bdfLN9E0tbWxvuu+8+tq1MJkNERASuuOIKnD1rn+qRkpLCLgMDA7j33nsRFxfH7pOXl4fPPnPsRK7VavHSSy9h+vTpbKwbGBiIRYsW4euvv+b9uoxGI958803Mnj0bYWFhUCgUSEhIwIYNG1g05Gj27t3LbqPXQvuXmZmJhx9+mDViWKAYSYqUJB5//HH2/lguNTX8Ghtc4XMOGwPWgiRPse4yI8h9Jrj3DHqDc3EhwNcFysDD5csgVvDuTpx77HZsXFvs0D0so+qfmFT8LEQmLSvIn7QaP85PEcBP6v5CLN1DJY/DtqV7WSfSaGiSqdC0uXyMAT/nE5tlyZEQuZg4NJONrUHHCqI2bl0mA2Lbd2D9tkk4Mv01NMXZR9e1RS1lbhcUi8Q3i3001GkZ3nUU7ZGLbR87egWMENl0Mjp6/V2Bk9AZMpPX59zvl2p2cBgir+QpXvvYEjYPBsmIm4On+Ctdu3pYoALg1DiwiJ/hmB9BGyaUvYTIrsMu709uLA0OBHZdYbOxZ8FXmFD2MotBICc1KpZTpAY5uA262RnDh+Rgc5QO2SZbM7nkKU7nubCek0hu+A+qk28cvi6orwjpNe8ivJPeAxPaIhaxqJ/Q3tOc+0BuGlJ1G7RW8WHuwGcx3SCUD8dCZJX/Zahz14yfpoV1z08ufhoH5nyIzvC5vJ97QvnLdo53o0ls/BIn8/7IilbOONbYicWZfiyu2IcPH98PHOm8XI0F82bNwcebtqJTrUW78tx1tXoCxeRRo4IregPM4hEar1Kkrtwqvji4vxSJTV+jMvkmnObplsSFQRqE7cv2Qq5qRmIdxUGNRCgdK+/Fim8msNg9Eo5TLIUr0Tcfotr3ojNsjuP9Efnh4Oz3Mf/IdTav20JJxr1oj1jg0pmUUCr4ddd3hsxAlFW3qjegr/K2RTsxaLUYklrxOqaWUES27XauUMkimRtqY+wGNEetxKXfJvOKAzUKnDc0FE78HVJdjGW7QmZApYh16eRmIbT3DKafut9l4wstwpOI/PTkp9Ecs9ZlFHZazbsunzu19j20Rpkn9e5gOb5QNAR1AI9enLUmpOsolh28zOY9kxoGMC//NqjPRuC71QXoD56IjStPYeHR69lYzCJ0V0vDUZT9IGqSb+C1X1HtriM6CNqXiWUvoTz9FxhP1AYjijsH4GcVFckFCcMWLlyIgwe9I2Q1w38s6ePCgNwmyroGeG8/qDMygVh2WACi/GUQC4XICgtgF9OQCNsVuUW2x1hnyPQ9bP7YFHvR8HUxflL0afVQeujWMxiQipNTxhZDOFaotnMq9zkUZT2AmPadEBlUzBGLXMVm5P8CSU1f2jUpieGZyKP1D0BkgK3unSKk6ZJV+XdUpN6GMzmPsw0ocs+b8PmMqXZDF3KMiqv7HLPPcjtQiI1qJDXZR3qrRSHQyUKYe44FvUCOisRrMaHubaf7QuOmlriLWZ1nyYFLENpnn25wITC56Mlxdygj6Gz4zfJ8p7ex/4v98N3KfCw6fDX23nUGHQPmZgXCQMKP7P9DuZW47OzER2AQyZFd8XeH9QOjQMJEmlpZuPkKgWjYUcUZrn79WVWvuPwsqamDnHddQevyJIINkdvWhMk5atALTj2pNe9CyGOkGaqkJuqLcGDOJ7zFrH7iC3fR/n+Bqh4lJArvCMTUBhPUqvGdQ9cmXI28oj+4dPorzbjLacpJX8hkfLf8GJYdWM9SO6yPW1pxII5Ofw1tUctgPPmLC96lQXcBpdlciFCseF5UEAwGA3Tfd/uwcWLJ/vUI68l3eP6WmgaR0PqdjXCZkjmi23dh/5x/ozt0GhKDFNAZDFBZ54QLhahKvA5p9R/yGhcIJP5ICVbgTLtjswexACjqcG0EYRGJ0cWHDx8+LhgK3vDS47wOzPgVzhW33HIL/vWvfyEtLQ133XUXNBoN/vznP+PQIcc178rKSixduhQNDQ1YvXo1LrvsMiYW+/zzz7Flyxbs2LEDc+bY1u91Oh3btru7m4nISHD1ySef4Oqrr8bmzZvZbRY0Gg3Wrl3LBFxTp07Frbfeyu6/adMmXHrppfjb3/6Gu+92na7w0EMP4YUXXmCit2uvvZYJzBobG7F//35s376dvQYL//jHP9hrDwkJYQKxqKgoHD9+HE8//TR27drFLlKplN2HRGDvvfcelixZYvMYdF9v4BOHuYmfnx8WLFjAspm9gaXLzNqlO6nhM5y5QMRh9XGXIbj0OZfdfEq/JKe3i3QDWLtjFqT6Xt6FHbFJjfWbs2ESiDAQkM46Spqj1yC19l3kFj3u8HHMBUCTR65hpyf+AVXpzjv7SjLvxdwTP+N8jP6ATBi4uvl57Fe7SoM1O+c4jXGkh5iTfwc2hi9kOfF2+xCYhbrY9Uwc5ikio+OOiZO5z2L6mQedfobM8a3/LJYf2sDrcx4c1SHkKubGQrBV4XMsqBSJvLel7xSJOANHJQolNn3F6/4ijmim3qBJODLzDYh1fUycpZGGMSc4Z4j1A7wFUo6o7lUiNyoI4lE/lKTGz13eN6Xuo2FxGEWtUuepdQGFHMZMta4XSemZkxq/QEX6HR69hqbYixHTzu3C0Rh7Mft/dMsWG2GYNWKjihV3v1t+BBpFLK/njm1xHjdmgYSrYd0nOEVnTYM6HGnqxty4UM7FXh8+fFw4RPpJMdCrgkyhYGKNkvxjLu9TcOwIAgUGlF7gwjAMRfdkVb7qsjBelnUfK4zPP3qTQ4EUkV77Hju/1SRf75V9UyticSaRxmkjC9vzUwB/6VCMkKHfa5Gfrl5/T3AeayZIqf+EnRNo3ESvtSr5JvSETGH23NQswOX4pZTHoTWSewHQQsmE32BC1d9djq16AieiNvEnMAnEUAzWIavmdYevha45kfsiBoNHFsMTaz+2E4YRrp6THkuuaUd845dQScLQErUMxdkPsg5hVxzPdS5SkPhFoCLxOmRwFH/7ArNQlXoL4ps38Y7VIiE+nzOuQtuOufk/Q59/OnMl0Ertx9wWgvu4XYCIkF77jjZnODq+0L8pGoK6fR1Bv8fRwjALdJ1C24GVuxZh+7J90MkjsWvxFhblEaCshkEoxYB/hltx2OTkwReKZIxq28UWxMYbitriA72X3hWGuYbqB1RH8HFhsKeuE50q90VH5EbTruzCjJhgJAePfJ5NA/zclQP7bF0RuAjvOjQsDssK84dcKEDLOLjhiJWtWLtnESSGEaGcShaDffM+tREQexMSw9QlXDX8t2Kgxk4YNlbY+MDJA9LVmdVvQisJQ2nWr5jDfWfoTIR3H/fKc9MZKan+UwQOlDFReWPsOqeujPMPXo2onqMev3a5oQdSlfmzszyGxKRGVt37qI69EqnNn9ncRvvW45+NXcvMc2kSOeyf+wmmF/wGcS1bvCKy9xYknkpo5FdvGQv0nny78hT0PBrX9NJgdg4lJ6vgato3s2P41A9y8McvKG7ZCoGAjYnK0+5EdsVfENO6Awp1C/RiPzTFXIzKlJ+ymFFvktTguqZDTud+g7UIjspCiFzC3G+oibWiaxAdKi2kQgEmRgTC34HjyunWHlT28DveuSKSRxy8dfPJ7PyfY+98x3Gtownz90U6n0/I2NV5m+SFB0XJVybfiIza9ziPE7NO34+Zp3+NQb8kFE54CI2jmrbVfvH4btVJdq5Prf+Ajc9bolagxUqMWRd3BVKaXP9OzxeUYEFRznaYTFCoGtk5gjU4XcCuSXzJCQ9AUSf/JgEL5N5oMJpQ3eeeo+H/CosO/oidZ9xFoh/AzFO/xL6V+1Hf5/g8c3rKH+GnrENM5z6X4ybN5DudCsMI1ZADtQ8fPnx871C2A13F3nksehxlB+DH31HdU0jIRcIwEmGRtsZSH/v973+PadOmObzPjTfeiObmZibqWrNmZDxFLlszZ87E7bffjoKCApv7NDU1YdasWUzwRSIrggRbK1euZA5h1uKwJ554gm33yCOPDLtzEf39/Vi+fDl+/etf40c/+hFzIOOCXMNoG9qX0XW/rq6u4X8XFRXhl7/8JXMyo/cjPHyoSQjAc889x0RmJEij57WIwUgcRv8mJzFv4xOHuQl9Qfbt2zds8ba5shUaHgOKcIUYC3EW+GI9+5vE75Yus9HQIsuFQln63cwphzoVnUEZ8c6gOIQNW3NcOu04QmzSshlYaN9ZzDt+C1rCF7OC3XBhi+JEtPwKgK7wVzdz3t4Uu54tEJH4xRHkVnEi7yXOx6CGklGuuHYoWg8yVyMu6CGW71uNLSuOOXzB084+4nFxkV5HX6Dj+M/a5OshNBkxpfBhzs+T73OPdh0gS30Rj0ioXn/vdGuUpv8CE8r/zHtB0dHrorhRpSwafppWzvv2BE92+fh6SRC7OCOp4T9Ir36LRV6xxwyajMrUW9hCsDvQ97BlQI1guQT9VpEEYr19XNpo/IcWukO7T2Dq2YecLkLyQTKGWgLFemVX/M1pdCW5r5WnmYVn08/8lnOf6Ls8pfBRHJ3JT3Ev4Bk7QoUgV5BTYJtSi2hrdbAPHz4uWKZGB6O6V8XGguTiQwIDR6zLiGK3RUebu9srugdhwvm3bw/qK0FM23YIjVomcGqJWm5T2KW4uuNT/oKZp3/p9LjZELUWTTFrkdj4ORQuxisZ1W94TRzGB9pnvg61XNACsSt00lCUp9/JLvY7IkTBpMcx9/itLJrD0VirIOcxh1F5zqJKuoMmI6zPucCIXnf+1D+zz5UI7ziIxOav2GdkeV/onWmNWITCnEeYmM2aGWd+7dH7ZrkPOYVl17yJtNp/4du1hciu/Dsr8DpDL5ShKcn5/EGlN6Izciky6z90uk1q/ceoj7+CRZTzcbwjhG4uerNY7cM/xs7F25xuYxwVj+YIcg4xb2xERvXrCOovgVoWjbL0u9iClDXWxxeKreXjVJ139vcuP7/AwUoIDDqYROblOor0HP094Etn6Cyk1P+b9/YBg1Vow/iLw/iioFbxIVpbWyFVKLCvrhP9WvvfK0Xnrt0xh/v9nXwzsOLvnM9JBSJfM8CFQVF7Hzr59SQ55URLLyL9ZPCTmI/j3TxdTUwiKaDn72JpoblfhX6d+6Id+t5mhPqhvHsknsCapOp3MaOQmn1soXrE6t2LsW/Wh/DTdTCHr97ACcz1ejyYd+zmc+IONZqcsj+iPO02GMUBOJn7HIsfluodLySqJWGQ60YKu66YeXqkAzun7EX0+mdg74KvoZOOdPmmVL05JmGYBUe1GRH0SGv+DFVJN+DU5CcR2boLSr9UDAZnORzTHJn5FltwjezYD4HJiK7QmUiq/QCZte8MBaKZMQikrBFqvKFxS2HGb5BbPnYXWlfQa4tv3sgE53yhtIGu9KuROvFNVBcXsoszETeNrwsnPswu442QZ8MlbTc33rZJLSs8APbfjhFKOvu8JgwjNNKRxRA+RHQdZdG8rBGDg9gAGaQ8Y6Z9+LBQQI7XJhPS6/5lUyO2zC0tvxS6jRqAqGm7un0vTk550e5N7A/KRsGkJx2+ufnT/4b4lm8hMTr/LekEcnacdXfewgdXc2WqL9ukqZhMSKt5GxnVb7OmEsIAEUu5ODblz+gNm4HvKyq9++tUhEwkxNm2kVhSHyME9RYhgke6Ctd81b/tMNThjl3ciUPz/o3o+i8x//QvnH6XTYoonMl6EBj07DN2hUQA6HzaMh8+fJwv2gu8/HingeQVGG8++OAD9v9HH33URkAVGxvLIiB/97vf2Wx/8uRJ1tRJbmPWwjAiKyuLCcNI7EXxkpMn2669kxuZRRhGrFixAsnJyTh27JhNFOQ//vEP5vZlLQwjyPmL9vOSSy7BF198wcs9jJ5PJLKv81PMpIV//vOfLFqTBGDWwjDiwQcfZK/n448/ZuKwc4FPHOYB9EWh/FFiSUY89ta7LhJNTwyDv1EC8NAAKBXcSsRzilCIPfP+i6WHLoNoVKGBxkHt4QtwKu8Fp3efdeJOj4RhjojpHCmQkjBs4SvAQe+YSMHoIjKG2DvvC6zZPguSUdEG9D5UJl6PbheTIleRkkTqwbt4FQf91U3IK3wEBZPtoxhFRtciH2dQ5I3Sz7mjVnXKjahOvg6xzVtYLEaAusHj5xJCD4FeA5PY/KNoil6NxJZNnPdhbhfT/4axQIJFivfJrHLsqOEOBohRk3QdcsqdCwNJ9FaTdO2YnmfKmd8hfZQjF8UBzTh9P0J7TrF4jtH4DVRh+d7VkBhHFgM6g6bh2Kx/4nCTg/0USiE0cP9WhUbzwkdG9VtjLmJHT70Oxc5TLDmhDuz9cz7B/KM3sMmjNTpxII5NewW9Q4I8uabD9b6022c/O6MnOBcBqnrObah83hviWhBI1PQofeIwHz6+R+O/SeGBKOzsZ/92tAA0NSoQwYEBGBSOLEq0DGggO4+OMRJNF2adusfOcZGcKg/PeAOd4fOGr6tPvBL9AemYc+Ln8FM3DB/rdSI/FGX9BpVpP2fC9KgO17FyJNgJ7j6N3lDuRRy+xClPszh2ct0lDjpw3x2rQGzALxWtkWMXsbREr8ahme+yyGZyO7DQF5DJOs0prpAvAoMaAqOB83UVZ97PhGECow5rts6AQt9hF81F70xU50GUaGyL2TJlM6/3i56/NvZHSGn+wuk2EpMGy3Ytx955n2PpgUvs5g6EQSDBzsVbXT5Xat37Lvcpp+wF9FPzBk9xmCeE9BUipPsUekKnOo1jzax+nfMxmqNXYWLp88iueMVmXkQiuqbotTgy6y2b7Z0dX5yRxEOoRZ9x3tnfsY7rsdIQfxmL5qY4ej54O7JtrORFBQ//m+b0dFmd7YeTrX1oHlAPzw7oPUuICYd8/dsQb7vVcdBq1AzgEhJP+Pg+xQGJ5IoxP87O6jasy4xhv9cgGT+PlJqEH2NiJb+5rPWxwhNhGEGRcGEKqWNxmNHoUBhmga5fdOw6m9uV8lgUZv8f6hNHXL+8gbMGvPGGagHpte+z6Nu+oBzsXrgROSXPMQctWpQ3Dc07KXKsKOt+rN+Wx8tR05EsJXiwAuu2TsauRZuH56lTix4dd1EcxVy3RK9ES6zrGEFKA6i1qluczX2KXSj60n+wmonegwareD2vaWjsKDU4Fia6um9z5Aro5aHnTDQY1bGHRVWTyw+J8vlAv/0nP/gS18+4cKKmBvzTOJ1rCa04iNX8tla3s8bBIJkYqcF+CJaJ0KrUslprXKAcCquoZqPJhKIOz+uMjjib/RDS6t536zOmug2XOCxQKsSs2BAoB9x3A/IxNnTG8XMdlGq7WMIKNRtQva8h7hL0jkPaSkHeczgz6QlkVv4DIb0FiGnbYW5ad0Jq/UdojqLjK/95HfHNReVYsXspggYr7L7/amkk9s/9N/oCspBR9U+Edx9lc8G4jj0uH9cIAfTiQKdJJHqRH0pTf46cCmqStqcjbDaKs20XI6cX3G/XECKCge378oMb0Oefid2LvmNNJ983qns9c/5KClbgSCN/sfj/EpNKnx3zeTu4vxidHOIwojXxMnwTuQBrdy9kTfvW7qht4QtxcM4HMI2TMIz4oQjDTHTC9+HDx/cPLb9IXN7ozs24+fTp0+z/CxcudOi0P5rDhw8PN3Q6cs0qKSkZ/r+1OIwiF1NTU+22T0hIsImvLC0tZdGT5PhF4rDRtLe32zwPFz/5yU/w6quvsv2gfy9btgzz5s2DQqFw+JoskZijkUgkvJ7PW/jEYWMkwk/m0op2Qpg/6ywF4oCgZKCPe7Jem/hjnCtkIoFL5zNa1PtmdTEmlv2R5YCLDGoM+iWiKPv/0B65iPO+cW2uI9g8gRYDrYVhtFjox6+G45DWKBfqWJMJS/ZfYicMI2gQml7/PrOWrsz8hcO7+4v5da5RtCBf0mveQUXq7VCOimdsD18I/0ZzfIA7UHzEqclPu95QIEJr9DLMzb/d7eeweRj6bVS8jOIJv2V/H5/2KhK+S+acSKhkcTCJ5WMShs09fgti27ZjLFgc6zpSN6As425Edh5EpIPuGBIJnZr8LNTyGI+fK6p9t50wzJq02vfRHLUKrdEj3+Ep+b9EWtNndu9lRN9JrN0xG7sWbEJPqK1dZ2vkUtbBxkVL5HL2/8g2/mIqh4RNQFhMFhYHaXiJax0x6J+CbUv3ILZ1G6LbdkJo0qE7ZCpzMrSN5XRdpCIXHb6cnfgwe5+4vqe0H1qenbCDVu5tPnz4uPDJjgiAQiLA6bZ+6GhFZQiJUIC5saGIDLDvAjivJRejFguPXjvsOmmNTNuFxYeuxP7ZH6DdKvKNzg9bVh41b6NqBYQiaGQRHrko8rZI4UFs2zYW8dw+4Nx9dyyQWO7IzNftXVmNeoBHE8Fo6LxMFxJxy9UtUMuiHMd0cECLAZd8lw6Rk3hIupAIrTVmNRurrv82CxJoOMUGc07dhe9WnRq+LrJjN+8iblwzt4ifCFTXscXJ7Yt3ILvyb0hs+II5w1J8YW3Cj1GacQ9UfgleiWIkFwl3IGdREkSI4F7Ma1bF33F01psOb+v2z+IU7tFtUlUbkpv/6yC204T41u8w78j1ODTH3EXnDHIRo8hJR+5TQp4xj0H9ZfAGJJY4MuN1zD96I4vo5sIkDYYpcRkwylmJ5kaD+nMfX0aOIjEOjtMysYi5qFBUTBfFDQqACIUUclocj/0pED8X2HUf0LQfMBoA/1hg1gPAVAfugT4uaOjc7Q0vT62JXIDViAtUICnYD8dbXHe9lGXdy46LfCoDWmnomPdxQKtn4rBIhQTto36DC51E0Vpj5yimbmaOWDpJIFrcEDm75vyNlNTSkfHNQEAmjs58i9VkyM2fxgXkqmWhPWweorpGCsqO4HSshhFLDlyCLSuOMuHUuRI+pVe9gZboVR7fn8RSJJTmKwwj6LWRMMxdwT450jRHLmMNDXHt9gXz8SKudRu76AVS5vBVmXYbr/tZn5PpPE04O1efC8iZNmrvXofOtRYo0tUoUgzXIVR6A1oHbceOp9v6oBAJsCIlClKxEN+Vc7sFWyNXNSOp7hPEtW5GwGAN+wIYIEFZ5j2oTKeIeDMGWTCrl7nTsClw0Xi8JCkSYqsGHR/njrYBjd1vwVOsf0Np1W8ht/gpm4aT7MpXmCjr6PR/jKr9OUes62dNwsF9xSwunpIkNIpYhw6fdK4O7TzGxuiuyCl/0W1xGLlM71i2F2JtN/KKnkBgfxnU8mg0xF/KImdNQrPgvCLjTlTgTsBkxOWbklzG/naEzceZSX/A/GM3QTEqHYXiImns3hGxAI3xlzJHy6iO/RDr+zHgn47q5OtRnXS9jWtYVNtuTqdg+oSCB8uxesccfLfmDP4XiPaTIlwhHfp++oQ1o1GouFN5+EAiRl7bySOxcW0pq3dFDcUUt0UsADgE3jJNB/yUtdCLA5zGff8v0TaoQUBAwPneDR8+fLiLNNC775nk3BwH+vr6IBQKERFhH2FpSV5xFMe4adMmdnHG4KBtA0tw8EgzqDVisZi5hY1+/MLCQnbh+/iO+Mtf/sIEae+88w6eeuopdpHL5bj66qvxpz/9afg1W57z6ad5aDDOAT5xmBeYEBGIcD8pTrb0YsBqod9PbO5aCmfCsCFW/hP44iKng0iyfaei1HgyISyAuVhFDA1qvyprhqtkTKNYzmJo6OIO/BcPPaf1D0BkwMhanl6kgNjA3+6cOnI6rFwzHEExTIHqWu5u/NKnnIrDFsTzK+4KIicDDa47gszPaUJyw79RnP2gzfX5eX9CcqO9MGg0lkKMThzAYnnYYh1P1zqZtnPMrltEcsOnw+Iwirk5NONNzDtxm8N9pwLq5hVHxvR8qbXvj1kYRlgWpSfnleKxf8twYM5HLD4rtfZf8Fc1sPe2LXIJytLvRHsEt4DSFWk1rp0z0mrfGxaHRbTtcSgMs0DXLz2wDl+ua7RZAD896UnEtm516vRHMVgW8aAjJxC3BhxX7RgW144JgRDNMWvYxRkGoZwzFpfQccR5jkbpn4KytF8gq+pVJ99Tfxyc6VzMNxpv/I58+PBxbkkK9mcXvcEIjcHIxANc7qAKsfC8/dIpAsKRMMz6GDQ3/+fYuLoIJgcCKI3CfoJmiZVLanTuIEUMKhLQG+wd1zBCqFey0xbFiLuCz2LkgCwOMn0vdJJgFldclfLT4XFQYF8JMqv/iYSmbyA2KNHvn4qWyBUozbqXt/jXWjDsKct3L3coDINVxMmMgl9jc+RxZFT+g1MYZkGhaUNY51F0hZvjwfqCJvJevOXz+PQ4SbUfoTr9duRP+TNO5j4Pia6fnWstix18YFGM7mm4XEJuA9Rd7G5KiyVW2xHTirjj3Ok2R8Iwa2Lad7LFVLWDRSoLFC+ZOnESXvh8Cyuo2D+L66MMn5hzvtDi0o7F27D40I/Yd8oZgsXPY0lSBFQ6HRr7NRALBYgPVEAiEuJoUzca+j3r2ndFiEyMPq2euaIQUpEAWaEBLDaLq7hDMYF+EgeuUuETgSvHp+nJx/eXky09TBxGxPjJ0KLUuBRWHpz5PhYcv9HlMbcs7Q6EycTo0ngusibBWtOAGnoHzgARPcc9ekwaN0wpfMSr4jCKl1NozZ25nuCpYyjdrytslt31ekkQBhzMD8nNZf2WHEgNnndX07yUahK9AdnnTBwW2XkAoLoczzhrRyQ2feXR/QRDkZwyXRev10uONAntY6/XeAq5BE0pehRCgwblmXe5dV9LDPSE6bNYPPT5EIgNBGaiIuVWZFa/4bDOQLXP4qz7eT2WymDCpspWrE6NgIbnRGZS8dPIrHwVjmY+ecWPY1L5n/D12hGh+tdrK3Hp5jTev4WukLGnNfgYH6ybpvhEonNh+Q0lNH+NqYWO1yCorjvr5N04PMu1e+vE0j8iu+KvNqLJ9Jq30BE2F/vmfsYSU0YT07GT1/cyuK/I9vhqOd/y+P3rpaHIn/pn108iEKI+/lIkNf6Xc7PyjF8wZ8rNyw+xqFxy+haYTOgMm8XmujQGIQYCs3B0BrfrMUG/ZT4odJ1YumcVdi/Zhh8yCYFyTI8xR0MnBSlQ2uVdN8UfAhpZGDAGQxtqJiMHT7cQStFm1ejoCIrNnlz8FOJaNg+vefQGZqM0417miP2/Sn2/CmmOy30+fPi4kInM8/Ljea9uz0VQUBATZ3V0dCAyMtLmNnIHc7Q9QRGMfGIdPdkf4oorrsBnn7lvtDNaePab3/yGXZqamrBnzx4mFHv//ffR0tLCnMKsn5OEchRdeb45ry01KSkpbMI8+nLXXeZJ+NKlS+1uu+OOO2weo66uDuvWrWM5pVFRUXjggQdYbue5hpzBVqdF4dLMGKxLj8ZlWTFYmx5tKwwjUtcAG/4DSO0VmZVpd+AU5dyPI3lRQZgQEYDs8AAmDNMbjS6FYWPD+5NzmmtZnJsIWiS0nncdnv4Gzk54CP3+adBDyrlUQkIOEva4IqvkRZfb0C5kltpP7KjrPEDO09Zs3SdwB4XaQQefSIK2MG6xm0VE9u3Kk9i4+iz73tGC6ITSF3DpxmRcvjGOXS7bGIeZJ2x/c4ROHOSVhW7qPo7s2D/8d0vsxdgz9zMYHRyaaHF27tEbx/R8JKLyFHKmI4c6a84WFEGjUrHuqrKMe7Bl+RF8s6YYX11Uwb5XYxWGEcF9rp0zqJOX/V8mwryjN7n81dG7m1xr61BBC5J75n/BfhOOnDb2zP0PtHLziVupiOe17yTUpN8hdal1B09BTcLVyL+kAIOyqOFtpONcwKMoJ1eQk4k7FOY8jPzcF6ARU7frSHxoc9QKbF5+ePh94kO3Ro/Nla3oVfN3L/Phw8eFgVgkhL9U7HIhIjl47PFVnhI9KkrSERL9AGJdOEeOpj7hChZLw0V18o0eOW45ozl2A+9tT05+hnOc0heQga0rj7JYj80rj6Nw4u+HhWGRHfuw7MA61ilNYw8icLAamTVvYun+DZCqnQthvE2QynV+ulzbiYSmrzCx7E+8H5ccTy308RSvWcRofPAfrLVxHNHKwt0ShlniGj2B63OXazs8ErhrRznnWePKOYvg486TU/qcQ+cEWiCzUF1ciAevWGMXAXFi4uMux+V0O41VvclgQBpKriwF0tbbv0qRDKalf0ZV0vX4prwF31V1oKC9H/mtfdha2YrWATWbj4p4LJ55MlKM9pexefnatEisTYvC+owYJgzz4UPsxamHxghsq25Hba8S8xPDXDqSCQ1q9IZORWXijZy/Wa0iBhPn3oQA6djLdU0DGnSrvVsf81M1unUuTAqSw1/i/N05NONtj2sLY4mSVsnjMehvHznhFKEYG9eUoDbuMlavsDh4ukty/b9hEnrDv44ftKeLD/7ILZf60UjGcF+qlXy9phSGcyaHs8fdz2lS6dMsTtMVo8/TREn+MVYj8gRvvENnJz2GQzPfQUfoyH5pJcGoSL0Ne+b/18YNj8/7tqu2g9e22eV/ZY5Ozlpi6LWJ9QNYu3OuTRPyV2sroJSEu/yMqK5EDZhc5Dd3Q6k79+sBPoCokEC734KnWH5DE8r/wrldXOsWBPUVc26TWfEqJpb/2c5Nj76PlP5AjbOOsAipeM2PTEbEN36FVbsW4vJN8eyyeud8JDb8B96iKPu30ErMwiRHtIXPZ2kQlrlXQ/yPWJPOiakvoybxWtY06y5h3fn8t+0vZE7IP2TIaIGaXIhJkfwbjP+XKE+5bUxrRbWJ17C6gTfxU9Zj6YFLkNC80aYZPri/FLNP/gLp1Y7dwf8XoEZXHz58fA/xiwTCJnrnsehx/JzXO73JlClmEdqBA2a3R2sOHhypUVuYM8ccMWwdBelNJk6cyMRax48fh07nvc5kiqm85pprsHnzZmRkZGD79u1QDc0NLa/JEi/pCpHIXDMwGAw/POewY8eO2byws2fPYtWqVbjqqquGr7v99tvxxBNPDP9NIjALdF8ShsXExLAvUHNzM2688UaWzfnMM8/gfEALhC67lbKuAO5cCzwwVKCe9SCw4AE0dQrMeYnjSEFbH7sQcqEAEtH4Fmj6AjIRPOCdCBOCmpEWvWIbKWlNd3Au2qKXs4tlASSo9yyLTZLo+2xyyJuiVuHYjNdhFLl2LyKrZD5k1L6N8uz7bK6bFu3YytAhAe7FD2pkjkUoB+Z/juV7VrCsdkefcE3CT1Cb9BOb65btXomQgSKb7Zn7Q/PXiPl2OzZeXGHTTUsxlH4a/vbyzkireQ/tEeasYYFRh4VHb2CRC6OhfYnt2IWLtk4xxyG52YlJxfigAX6foyPo6SjOin6iJE50GGklEDAHEm9i5LBEtu6uYe51USEQO4g+dURO6R9Rm3KDzXXdoTPZQnly3cdsoZl+KbQ4W5V6q812JVm/xpyTrmN02sPm4tCcD22v1AA1Ve1YmBCGKH8Z5sWHYE99N8aLU5OfQ2zbjuEFfked6kUTbN33+FCbfD27UJegSK8y29l72B2s1Buxo7aT/TsxUI4ZsSEQnqcoCh8+fHif9NAA9JrU6FbrnIrHans9W0RyhUxjPra4Ir5lM5riLnF4m1jXC5FBy46Xls5qsuI/OuOfmHvspw7dGZuiV6M8dSQ6xht0RC5gzpwul/iEctSk3AyRUY9JxU8xFwhrWsMXsn2nLmy7uxrUmJ1/p1MH2gBlDeYfuxG7F42/g5BU08F7kTCl7kPe0YJEdvlfENaTj8rUW9AWuRR98lQEq6vhLRpiySXZfegTsYwAK1NvZQI9kQv3T0ecyX4I8a1bIFO3QqFp4YxX4kNbmHkCPxqphpx0vUOwgzE1NUaRc4JaqcQDP1qD5toqJhCjBTO51Zy4Pv02zCx+lPPxNeIQaBSex5w7Ii8qABmhgcDl3wDqPuDEi4CyHYiegf7sm7G/oROqoXmnzb6YgAON3ZgaFcjGg8daelicozMsv3iFSIjJkQE42tzrcuFdESqFUjky9rNuLOJjC+/jhwu5PTS5qP25ExbUr9XjREsviyN19i0OGCjH5IKHEd21jwnIqBmn3z8DgYMV9seQgEQIrstHcWc/mgfGrzZkhBhCD6OfBUMiYK18pOGHiyCpGPV9zo/lPeEzMOiXjAAOl0ZH0GekFgRDYXId6enoviemuG4AtEMoxInpr7LLgv2XIbrHvXhjgmK82iKWjknY5i4R3ccw4/R9ODLzLY/uH9w1EkftLn7qJkitanHnGk/eZxqPpNR9hOqUmzm3s5yn6ZxEUXpjdUzyVt9uS8xqdpGp21gdRCWPsYmLcwctj7VjoUGFCQ5E7o5QKOsgFRihNZnH4UaxHzavOQOJpg1LD1yKQAfHAWo2pAhBV/WW+n4N2qvaMT3EvYYEH2Mn0l+Ol/79Dbr7uZ0VM0P9kBMZxOLMTjT3QGvlOGb9G6LzZnB/icvnTWj+BkVBThZITQZMLH+J8/5hvacR0p2PntDpNtdTc8OkkmddHjt6Aydixun7kdT4ud2ccdapexHbuo2XS5crlH5J2Dvvc8w8dQ9CyK1sCKNAhIbYS3Ay7wW730dc00bknvk9/HQjzpx6oQLHpv0dLTzmaiKTew015IRMEZiO5tg/BLbXdiAhQIYZsaGgZb84PymaxnkN71xDS4RjMZBoi1kNrTiYubO7S0PsBpye9DgERr1DR3u+kLCbBJIW6Hcs53C5nlz8NOrjf8TiZscK/QID+oqRXfEKYls3Q2jUYdAvBWUZd6Eu4Qo7B9cgiRB9uvMn0FKIz12jgg8fPrxM3u3A7vu98Dg/w7niuuuuw7vvvsu0PmvWrIFCYW6kJ2ctimUczezZs5mY6uOPP8Yll1yCH//Y1tyDXMj27duHJUu4m0e43L7uvPNOPP/888zx68UXX2S6ImtIr0SGVHRxhkajwYkTJzB//nyb66nuODAwwB7Tkv7wi1/8Am+88QbuuecebN26FUlJSTb36enpQXV1NaZNm8b+Dgszn5vq6+vxgxOHjbaPe+6555Cenm7zgZIYjMRfjqA3sKioiKnvKJd06tSpePLJJ/Hb3/4Wjz32GKRSnm5N55nBKb8GTAoEmgZQb1XEtu5GGw9LcrXRxC7jyaGZb2PN7oVOJ1T07DXxV6E3ZCpimzchusteJWpNuzgRB2tGfgzk5ESOTvQ47WHzcGDuv+3u0xc8GRvXlkCs6UZc8yYYxH5opAVQNwabJp6TG0eLTwM6PQJlbvzUBGLASbTfaGoTRoSUo9m5ZAei2nZh6pmHWNQhQe5NFWm3oSH+cptt0yrfsBOGWSM1KrFk70XYs/i74etoYXXJwUvHXOQL6T09/O+silc4HRjouShyYs7xW3Fk1ttuPY9JIGbRiAJ3s4Ssn5/irMaYhOguzVGrEFj9T85tWqJXsX3bW9sK20/WOVzOGbVJ17CLMxrjL4Wu4NeQOBFcEfSbzM9zXnDf39CFnHCzi2GwVIxe7fh0eOpkodi6dB8WHb4aAYOVNgLR7qA87J/3qc3E0W0EIhg8yOamwpcjypVK1LV347LcFIgc2Nv78OHj+wd1mC5KDENJ5wBqepXQDlXcaLE0M8wfycF+0BmMzN3D2+hEAR7HgE8sfR7p1W9DSjF8Q8Vn6kg+Mv0fMIoDWPf+zsVbWHRlXMu3EOmV6AucgOrkGxwWv1xiMiC86xiERg16QqY6FFtXJl6LmIpRouNRlM17zbxt2m2ssB/fuhmBA2UwCuXMTZJiFK0R6pRsG4pd8h+shkzbxfn41GUq1Xa6HS/pLlJVO+8FzcCBEQE/H8QmDYtjoQuNirw5G6DH6olcMObHGQjIwOEZb2BO/s+dCrwdQe+XShaN3Qs3Iq/wUWR4oRt4QuUraIteyaJa7J7MSxgDHLuy0hxQ4e+PP36xBdfPyHR6/29WF2LD1skOY6T0QhlzyPM2/mKrwok8CFhgbujSGozYV9MOtZ57zH2qrR+XZkZjTWokWgfJ3UiH0q6B4SjI0agMRrQqtXjyxstx+pj7ggwfPojJUUEYaFex2FFHpIf4McFXm5sLftVORN4L9l+OqJ4jNocLiWEQksGh43byKkDTC0gDgZm/hj5pDbZWt0Nj8HKu7iiOTfkr5p7+hcdxjEHR2eg3Ai5+5oyzHa5jGLcuO4jFBy5FeM9xzn2yHB5U0ijsXLgV63a6H91sEEhxYspLaHfhQsSJ0YgoD4RhhEoexxyT1JJwFsflKXoIIXajtkFxSv6DNRj0H2WH7oKkyncg5hEr7bIWQzW1MYq1PcHTU3Va1RsuxWHs8QUCs2DbzdfmjgjVUzTyqDF+cqNwIvyYdOYxl86J1q97betryE+/H0396uFvsNg/Bu2X7ELNqbeQUv8xi/TWSkJZHF5F6u1Q+SXw3s0DDdxjeR/jw6y4EOyrNzr9XgdLRZiRHMkaIVP9/ZEaFcZEYp0qLXPFPdMwImIS6/kJ+cU65xl2Ue17ec0hqHH24NyPba4ziAOgFQZAZuQ+f7WHz0NGjfPaNLkVtdT/G3WJ7qUVOILmsDsXb0dY1zGE9BYgqn0fgvqKENZ9ArlFj+HUpOfIYsL8moqfwYTKv9s9hsSowrwTt6Ipai2OzOauqZPbmNDAv6GCftsTSv+EkgkP4IdKw4AGDeVjb5K/UPFGstCm1aexfP86BPcVcq4F9itSWE1CoAhHR+5voKnZhQ3fZrGGdzovtESuQPGEB9EbnOvyOUkInVn1GhN1kxidHO7rEq9GdeJPWJ3K1dpIUsN/UJHmeWNjXmQA4gL9gIOPQ378aRvDg6DBcsw8/Ssk130ytP5gXh+MVEihGScnGL4kBfFzSPThw8cFSO5twImXgf46zx8jMAnItTUEGU9WrlyJa6+9Fh999BFyc3Nx2WWXMWHVp59+ykRg33zzzbCIygIJw5YtW4af/OQnePnllzF9+nQmKqM0QXIUa29vh1rtfkOxhccffxz5+fn461//ik2bNmHx4sVMCNbY2IgzZ87g9OnT7Hm4xGHkCrZgwQJkZWVhxowZTPBForCNGzcy4RsJz2Qys6Bg8uTJePXVV5koLTs7GxdffDHTQ/X396OqqorFUd5888147TXzusaECROYE9knn3zCHiMhIYHNPUlcFhwc/P0Wh1mj1WrxwQcf4P7777cRQn344YfsehKIbdiwAY888siwexh9MPRFImGYBVId0ptbWFg4rLAbDX3p6GKBMj7PJ9b77wiyZqZutPEQiI03yoA0HJvyF8w6fa/doJAGg/Uxl+DkNLMytDZ6AzbsnOrQNcq8vQBHWMeNucNl1we/QqqgFhXycJSl3wWNnPt91MtCUZfimc1xS8RyJLVudLldd5B9Ru+hxm5khfljsgPbYYPRhA6VFnqjCcEyMQKkYmD2Q8CRJ10+V03Cj9nCGReUu751hWubwkklz7gsmoX1ncasY7cxh6Ty1NvRFTYLhVkPYFLZHx3e1xyzIHBqKz+8nWBkYSmp/lPwIa51M4tFIAczvtAAvDVqGWLaduBCQCEWYnZsCJQ6I86090LtZBZWlfpTpNX9y2lRQy+UozLlp2whLbz7BO/iZ09Qzhj2Hti2ZBcu2jnPodiOXgntk0YRy/kYRZ0D6FRrsSwlAieaulE/DsIIS2TmtmX74DdQg7jW71hhujFmHdRuFBi9jauu4mmz5+LE4YPfy+O+Dx8+7M/1he19aFdq4S8WYVqUP0IVUvhJRobhc+PDcKatD1U9g16N+65J/gkieSxejn7KuUdvQlzbNjsBPDkxXrRjDr5dcQImsRwDAZksmnossehCvQqLDl2JsN5Tw8IW+m9n6GzWZKCTjXRxFkz5I2StJ+kM4vCxOlN+jMLQkThC2seG+MucPndCwxfILX4CCo5uUkcFxMiOA+ZGg3Fk5f5VvM/pUl23x4uf3pYh63jGsDgisnU74lq3QqLrZYvXUmUDQN3DVs4ffF6nJcLS7II6dkjIMankORycYxvJTQJBEk26ciZztQ29tqJs7oUUV+MBvTQU/13fiPSKfyCn7E/se6oTB+BszqOcgv+xcKipG5MjAu3iGiliz5UwzMKRph7MTwhDTIAcSr3BqTDMQmVrl9eEYVTAsXYl9/G/Af2WVqREoLhzANU9yuFIlQCJCDkRgUgIUqBPo8P2Gn5RalzMP3CVnTDMjsYDwL0ji68nmrrOScxLc+JlMJ2+26PGqUFFImr1Xo5UEgiwd+HXkGg7kVv4JGLad0GubbeJlCvOup9FZdkIVXhigAit0SvRFr4AtUnXsobBsUCCck/Pu8WZZqf571Ycw+Wb0zgXT53VWc5mPcgWPi/eMZP3ftAYK7pth50ruCumFf9+TFpoqjuo5dFojlqNhNaRZkNPoNdOjqcDfikI6jmDiF7u+sdY3NmkGtcCI5FuEBPKXkBs6w6YukfiDRYf2IC6vN+ihSMie7yFYd4ipKeANWf6qRvZ34OKBFSk/gzVKTcON9mlN3A3boxG3FWE2YtCYTSZ2HiBXHjkYhHyW3pRk3EXyjPuGtM+f1/e2x8aEX4yLEkKx+m2PhvHbPp8M0L9MSki0G48S2kCdClq77Nx31QqEmEUSCA0cQulBwLSnd7mN9Qk7QqFptXmb7GmFxu2TXR57KhNuBJRHftcPv6E8j97RRxmIajvLKYUPmrTEBJQ9yFS6z5EQc4f0BU606EwzAK9rri2zYht/AbN8RucbtcStQKJzV+7tW9Ub/e2OCw5SM7WTQbPo8PSOcFkQFzLViQ0fQmJvp+d56qTr0ffGGv35xyhFDsXb4P/QAWyy/6CmNZtkBlG1l3bQ+eyOTW5RpJT2arQASS8n2Xze6P6RFz7DsS278ChWe9ynkv9lHVYtneNjVsZCcSoQSyp7hOIeEREBww6iSfiSXm3CumiLphGCcOsiew+jEnFT+PspD+wv9NCFTjS5L7DmiPoGDt6Dh0oFbGmVK45RQS5bfjw4eP7CTWWrXkL+HyNW3PiYajZg+5Pj3MOee+991ic49tvv42//e1vTOz0q1/9CitWrGDiMIp5tCY1NRUnT57ESy+9hC+//BLvvPMOi1qMjY1lQq4rr7xyTPsjk8nw3Xff4a233sL777+Pzz//nOmGSK+Tk5ODO+64g+mPuPD392fuYzt27GBOZm1tbQgNDWXir2effZYJ26yhpEQyuaLXtHfvXva6SehForL77rsPN9100/C29Fq/+OILZoZFQjkSkRHXX3/9D0scRh8u2aaRMs4CKQmTk5OZOq6goIC9CaWlpewNIUh5N1pYZfmbbnMGfSikCjyfUCGaCtKOMlZHU5J/zC4+5PtEQ+JVaIy/DFMLfoP4li3MnaIvIBv753wIg3TkS2zwi8DWRTuw5OiPmeWr9cBQL/LD/tkfYUAx0jHflHM3us7Re3J85mtI3JTgsvAU3H0SGZWvoSb5eha5ZKGsaxC9aj0UEiEiFFLEBchR3j2Iyu5BGxvtKD8ppsx+FIGN+4CG3U6fpydoMk5O9nwhdjTUreEKeu2JreaOi+TG/7Duz13zv0RN0nVYemD9sDsZCcJaI5fh2IzXMLnoCaTV2S6kjaYlesXIfvDsSmJxlw2fM+GUO8iUTbwKhLSNEQKInJSVvFFsoiIYdaxLhEJclB4Nlc6IdpWGTfCPt/TZ2IcfnvkW5py4HRK9bdcaRZKQRfmgf6pbz037v3/ev8e2/36J+Hblccw/eiNC+s4Od76S08uZ7N/ZRVY6o3VQi4quQcyKD8NMk1ksSY4TxR396NN6t4tGGZCCigBzHOa0qECcae+H/hxWDskFksS+dEx3xcmjh5n9aECA+65kPnz4uLDYWNFqM4Y70mwuAq1Pj4LUyso9NyqIXah7WqnT49jQdmOhPvEnmF7wEGcsBB0Gi7N+M/w3uY7GjhKGWSPTdbNzOzlzjZWQntNYtn+d3eI0nVMiuo9iza4F2LziiI0YfN9CKlKbxfGUuEX7LwyIhHzhIzgQeJV9ZcwJwb1nMaPg15xOms6gSI7xZGLxs04Li464UGTE9M5vX7LH7ftJlY1YvXcFK+SO9TXSPlAkNkEiM28R3b4bclUzE5xbU5J+N3Iq/sK5PycnPo7pRQ87fQ10/YLNM9l8Z8A/HSfyXkJ/SI5L91FH7tKVGXeyy7nibEc/FBIREoNGfhMN/fw798gxzEKfxrWLrLV49mhZNdr1Aii1BkhEAsQFKpAa4sc7IoPm4z4R/v8m9LmTEIwujgiSSVjjVi+P7yQX0d08BER6JbD9bmCleSG3uX98mmUc8e3q01i3Ndetc4hepOAlCKdz7MTSP7K6Dh3byLmzPnYDtH6OXRIt6KThyJ/2Mvu3/0AV/FV10ElCmAO6XaScG9FVGlkkDs96Bx5hMiGx/lPEtm5h7qYlWQ9AZPCsQ5mdoyxxXmI5vll5BhfvnMUilK1fnREiHJz1LgQmI6adeRBybQdzQe8Im8MEbuE9+QjtK0Rd/BUszozvZyjk6VBPRLbvZSK9sYrISUhEHJ31FuI3xo15zHJgzkeYduo+RPae4HyflZIo+Ov4i/8duW45fwIjlu5fj1DW2GDGupIl7SjGvKM348zE36NijEKn80lC/X/sGn0DVA2YWvQokho/w975Xw1VztxclMo0+92Tg5SfxHzOpnhpEpf7+H4TppBiWXIEVDoD1AYj5CIhGydyodIbUNJlWwvWysLRFLOWxUY6g84tdAx0Rn+Ac8dda9Qy21Sbi7fluaz901i9LuknuGwj9zmN8KNmFy9AcXlzjv8McW1bHd9ODkZFj6MzeIbrxwIw/cyD2MQhDqNGLXfFYQp1E7zNlKhgfF1hK+D7vsDXIVKm6cD8o9chtPfM8HW0uple+y4qUm5FwWTXBgLjAZ3/YwJkHjncDwZkIH/63zjfm4wwfyjecz4uoOvnHrsZG9eW2ayxWTP/yDVOYyylBtfOtQQ1VI0FOoYNfvtTBLg4F6bVvo+zOY+w8WtR+8i+RbTvZWuJFHOrF8hRm3I9qlJvceik74iUYD9MDA9Ay6AGBpMJwVIJwv2k7Lx6qrWXXW+dauDDh48fCMkrgVVvANtud08gRnPo1W+a73+OoSjHhx9+mF2sefNNc+IDCapGQ0IrSgukiytqapyLfXfvdqy1EIlE+NnPfsYunkCxkQ8++CC78GXWrFlM7MUHclVztu8/GHEYqfMuuugiJgSzYP2BkEKPFIGkIqysrGR2a57y0EMPMYcya+ewxMREnOuCJCkJlQ5iJFv6VWzhkAr/rtxlLjQCBiqQXP8J/FRN0EjDUZdwJXpCprAO/pNT/wLyeuBCGZyN71adQmj3CaTUfQyBSY/G2HVojV41tMF5KhYIhCyaiBZDuQatCmMf8oqfwITiF7B95SHWIUkH5+zyvzD3Aupc6gqZho1z/g2jg8g4iq/YW9eJpT/aBv/mQ8CmqwHlkNBRKMVA4hrsT/s/KN0UA3kb5txg0mP5gfXYumgXtq5w3MFfkfYzJDf8x+nCK9lUVyaPCEKV8jgWG8kHmRsuH8T8Qz9G6EAx5zY0aVPLonGYCa7SMCv/TkR17rf5zAfl8dg3jeIS3XNhkGq7ENf8LXP3GPRLQnPUGpy0zG+bgVCZGEuTI7Clyv51UXTX5uVHkNzwKXMrITrC56Em8SfQSUOHt+sMncHLwUItDmPfp7Gikcdg1+KtrMPJT9UIjSQEBjfc3CyUdg4gI9SPWYdG+smYpTw5SYwXwqEoo3PdUUrHfXKBJLGvM6yP+9Th45OG+fDxw2VjZRsuzYhiExFrwhVS9Fh1W4+VTSsOY/32mRDa9GOboeNgddL1GAgcKZ5PKn3e5cJdWu17YxaHURF06YENnAtKUn0vphc8wKKsHREz1OsxYXoK8u+8E/oqfmMIIq/wEY+EYXQOJydSh5gMkOp62WKFUSSHp2RWmi2kv0+w8dG8T6F2sfDviJX713IKw9xBIwmFUeLP/k2fA59uYT7Q91ShtheHlWfcjQkVf3G4eM4c8PxzWGe0q98UOe1KDYMI6yvAyv0roZTHY9fCTdA6WJy2jBMuFHdpEvQnBMqH90Nv5F+Ysh6Lidx8HTlxkaxLz4eP8WB5cgQTd+t4Co5HM+voT/mLYE6/Aky6CdqoGR74eHkOuR9+s6oAG1wshFvoDs5Dcca9aIta7nwjoxFLDm5AWM9Jm8eM6jrE6iS9/pmsiax/VMSzIwYD0tiFC73QHxKj6wazlmjPit8pte9j6tmHbURVce27oBP6jcGVauReenk4vr64CgH95UivfpONS1qiVqIpbv3wNptjzFU0WjicXPwUojv32wnWhUYVLxHXgNx13VOhasT8I9cjeKAUY6Us7U7mcGZh1/xvsOwgjf3s4fN+qqUREBi0SGngbnSjxzGI5cAYhtMhg+W45Nt0Fpd+ZtJjNret2rUQgUrniw/RjwMLUoC9dz2NprhLoPQ7t/VmC0KDhtUhqY4kV7dALY9Bc+RyNvY3SLnrNhJtj8MECAthvQWYXPQ4Gwe5+zvoSfsxqlt72cK1RChgAnMSiPscv344kCDMlSjMwvGmbofXn534MMK7jto5e1makk9PehJ6iXPHi87wuSxeztUcozT97pH9HqyDyMWBg77v8c3fMAdJV0kZlu1td94AhbqFOaNxilBHQW5hzoRh1s8V1pvP6/Fonk1Q3HBazbvMsYrmryTGrkq5GWl17/Let5Ed4Bswyw86r4lF3va5dh+RQQmRQcWibt0RpvM6ppkMmHP8NhthmDUZNW+x+kNl2u0419CYVOpg7cob0HvTUr4PrnzR6NmTaj5AVcYddreF9pxE0GD1mPeFy2meL+KOAtfbGFUI7TqB7vBZGNSba3Mrd85DoLLW5jhBCT0Ty17EoZnvojVmaD2Ug/gAOWvOolSiIJkYYQqzizqJr8mhe1CnR49az5zaFCbfKoMPHz8ocm8BgpKALbfyi5ikKElyDDsPwjBrsyfrGiZFOD711FNsbWT9+pE5sI/x54IQh9XW1mL79u3DjmBcKjmioqKCicMoavLoUVtRSmuredJAt3HZxVlyPs8n9CNwVNAOhBjyXh3vhTXK1A7rPg6TQITWyKVMkEXRf+cUkwlTCh5Aev1HdoPY5rDFODL7HRjF/F0WukNnsMuFxOm8F6AX+SOr+nUb+2ZHSKHGyp3zcXzGq6yzR2RlhR3deQAbvktlEZktMWvs7kuCkJLOAcxIWgTc2Wxzm1GthbK2E+evn8X+XlTc23hRmcPbKfby6PR/YHb+L1g37Og4xKMzXrMp+NYnXIGwotO8iksD/tyFYmuEBhWiO13bfZ+Y/DzqrByvDsz7lBXUgvvOQqwbxEBgGlSKBKitRIok5nHk3DCMychiOzOq37Z5DzTSMBTkPIb6BLP9ZbdGj2/KWuCsl5dEYBVpP2cX5y9UjJbI5XZRYNYYBFJsW+76vXALgYg5nHmKzmTCl+WtmBCqQE5UCCq6+TnIecp4Lrok17yPycXPQmowF1pMEKE5egWOT30FBok/+57wdYGkTlofPnx8PyGRKx+21bRjbfrImLWqexBNA+oxu5VYo5dHY+NqioS5nS3O0hiG9k4jjUBJ5r128UL+g7UuHzNwsBJCg3pMAqisir/ycrAgpw5XLoz07/+erXXLZZcWrj2hIvU2dr61RqrtRFbFK0iu/zdzVjMKxKzbvSzjbvQEu9/o4WpRwhtxSWOFnvt43stQ+cWzuC9XUdLOiG3aBLm202v7dHg6RdAD8U1fQ6bzrtA8qn0P+gOzbDqXV+xY4HRBnj6b8MEiyIufd+t56H7+6kas3r0I3648ycRlzr73F4K79IDOwOKDyC2CCJCK0T/k/kpj8OS6T9jnQQXxjrC5KM5+cDjSzfq9iws0OytzESA9/wtEPv43oDH7ytRIHGzo8uicTHN+t9j9K+BqL8/ReKCXRbAF9imFjzg8n/QGZKEi9Xb0BWahO2yWy8dbdPgKhDs5vwqGBDcr9q7AnoWb0B0ybcz7XzDpMUw/84BLl5eiCb/l9Xgi/SAT0wQMVsF/sBrxLd85fGyJUemRkMXcZGdgLuzWkEj/dJ7zcwUJwygG29G+0LGV774E9xWjJe5ip7dT7WPpnlVQ6D0/f9K+1CZcjerkm9AdavsZ94TNwMbVhSwCKkBt66bDx91914JNyCl5ltfYJ0hVN+ZxEr23mdWvI7ivEPvn/YddF9J1wqEwjNKZSBB2YOgm+r9KC+QUPYXjMx03OXgCvZ5pUUHIb+tzKe5aeOQahPaeHr4ucLAKkZ0HkV77DvbO+wIqDtHalDP/5/K9S6n/BIUT/s+t97kz+SrsqbWN7aVFbXKY8vG/SafKft5DddYuRTi2TP83Jpa+yOaDIqN5u+7gyShLvxstESs5G8hp7EwuPdMKnJ8jtMIAzD1+K5sfd4VMZ8JfPt/lyI6DnM7c1qioaZyOr3oV5hy/BdEd+4YdovsVySjJ/vVwXdjpa9F0sEZ8Prhar7CGIv/mnPi5Ta3aX1nH6djGBZkEeBPpeT4uhHceRl7hHxDSd2Z41aQnMAf75/4HOtlIo7YnxDVtZGtmJIB09ZnReaiSajZuCNNGQzGDlvmZO3Sqxs/RdoaL8ZuFyWXPOxSHTT01YvzBBdc5ipxte4MmYawYeTbgTy59Dvvmf87M7uceuQFBSse1NxKezj9+E7Yu3ctc2JxBQrB9DbYx2DIhMDMuDNH+5rVvf4mYXYjBwZHvAKWVcOFz2fbh43sCCb1uPguceQsoeB3ocmCOEjYRyPsZkHvrOY+StOa5557Dpk2bsGjRIkRFRaGurg4bN25kcYmPPfbYOTdw+l/nghCHUVYofRnWrVvHud2pU6fY/8lBjJg3bx6efvppluNJ9ye2bdvGskkpE/T7ChUg+Q4kZ536pc0gPq51C3LK/oiDs947p+Kq3MJH7IRhFmK79mL+kWtRnvELNuBSK0bc4b5vFE76AwpzHsWkwieQVfNPzkGs1KjCvGOOO4ZJLDbv+K3YvmQnW2QiQruOI7focQQOVMAkkKA3OBO753zMxDxiARDjL0fDgGfxBa5ojF6DhNbNHt1XYhhgXTQGkeOFqeaYtdiy/BBS6j5EROchNiQn16vqpOtYlxRF9KQO3RbUW8y/eOdGlW/a6d/w2jyj5k0bcRhhFMk4f0vk3sDl3EDdvVlV9g4gMm0XZp66l71vTbHmAq03pACHZ76NWafuRmITWfzbQl1zB+d8AL2V29iFREm3ii0wCscw4T2fLNlzEcL7R4qvhAAGxLduReyWTOyb+zk6I+Z9bwohPnz48JzaHn5Op0q9CV0qLfrVWpxoM2fHjwd03D8w/zPm6CHXtDKxu96JY4BxlPDJ4TYCEYxCc0eiI6QCQOuiLp3YaH+ecgQ5P9FiraXxwdqFcSwuu7Q46y5VyTehMsVWTCfTtGPxwcvZgpsFEr0lNG9EbOt2HJr1Ntoil7Lr/QeqmctCgLIWg36JLCJc48Bpi+8imwFCiM+pz8zI/pVk3o/6pBE3EL4E9pdicvHTUCgbYBApoJTHem2fKpJvQ1fkAvZ3eo2H8WEcUBdvVuWryJ/yIhrjLkVQT4HLyCom9NJ5FoUi1fcjt+RZmJa9jIL2fq9878cLigS3jrZoHtAgqm035h69CWIrsSM5jdACR3nq7Tg76XHEB8ptXBMjFFIWMe6MjFBft7MP76KjOPvOPvSq9SxOMi3EH4Ey83mQIkrJQYzcvUm83WwVy+IKvdCPd5wNo+U4G/tLhQJoPXQr8xQSiff7ZyCv+HEE9ZNblAlacTAqU29BafpdMA2JOV0hU7cgouuIy+1ohjPvyA34ds3ZMe97bfJ1SGr4D4uidsaZiY8ylzRX0ONMOfswJHp+4zFPREdGWu5zMM7akB6FTVVtDpOxJdpudt4UeGFfqHbDRXr5K2MShln2RS0JtROGWZBpO+E/ShjmCnpbCtPvh9o/EVEdB93aF28Q1XkAsc3fsUjQmad/5fi5BMC+uwBKiiLnMAtcjXvuIhx6L1wJwwiKI7UWhlnjr2rEkoOXYfNK59GcFCnqCrFRzRyQegMmIGSgxOX2A9GLsSfXcRQ3RRD68GGBe5xL5w57ochoLHVakV7J6rLWTduWQ63UOHJM5NNQbEFo0vE+vpSl3gHFQDXW7F5o5zQWqKpl6zpBfaUozPk9p4jLW27I1vHFs/PvsGvkHgunvRx/GBdw/owdEhr/i1kn77L5nOnfof1FWLctFzsWbUF/sGeioslFTzhcJ3AGJXWE9J31qOnMAgnDZsYEM4fnjkEtGniOaft1Yzg2mwwI6i9ndfF+/3S7xkK+kavkqkppLFpp2MiVRi1CeDqc0q+O6l8Sg60Yqil6LY5NM8e6jxWKsfVT2xo8OILGyVQHISdPV+dZ+r4tOnglNq82r4eT0ya7XgBE+ckwqNWhy5G41ggcaOjC0qTw4eYtR5B7DxcLFixgqVfn26Xchw8fPCDB14xfmS/KdqC9ANANAJIAIHIK4BdxQbyNa9euRVFREROIdXd3Qy6XIy8vD7/4xS9w7bXXnu/d+5/jvIvDjEYjE4fddNNNLHPUAkVHfvTRR7j44osRHh6OgoIC3HfffVi8eDH7whCrV69mIrAbbrgBL7zwArOlo7zSu+6664JwBvOEXo2O1xJPcO8ZzD55F5uQOBKdLDh6A7Yu3QetzLtdG46gjvCMmrc5t4nqPoKoY0eGBmR+ODDrQ3RFmJ3g3HHhoMWQc0VwzxnWLSPW96M/IIN18rC8b4EAqfXO4yWt4S7gGVnxcf/cT7Dw0JWI6jpsc7u8owOXbErBqexHUJ15p9eFYWL9AARGPXTSEByd+RbiNiUOdy+57R62dw0UmjZoJSGoj78cVSk/NUdqDkH/Lsmy7+iIbfkOs/Pv8mgyKtPwd5kI7XNszzwauYafMHO0e4Mz5wZaME7n+G1Qd9D00/dhwD8FfUFeErQKRTg27VU0xm5Aat2/ENRfBr1IgaaYi1GVchNUinhWYM6q+DuSGz+DwGRET9AkFEx6HP2B9rnO55qGAS0yQhTj7HnnfXIKn7QTho0u5C48fBW2Lj8MlV/COd03Hz58nHvKuvkvCBd19LOF53OCUGgXizeatojFSGr6L+c2LVErOGMjSBg2PToI+a3OF69IWM4HOsYbRhUS3XFhdIZOHMRcvriguGRyQSW30qrkGxyKxXOLnrARhllD45uZJ3+JzcsPYtm+dQgapOKoGYprit25Hf2KFGxfto+dvy30+6UjWFnp8jX0BE1BRJ9nDmjuQNEtOnEgK8z2BOXg7MRH0Rnu3jieWHjoKhbBYj0+Duv1fP97ArLRGzIFg4oE1CReMxJpaTKyLuzxgIrKs07eDY0sCvOO3jjm+YArEho/x6b2J732vR8vKLbCQoy/DJnKk5h09HqHcwt6P7Kq32BxcIkX/9HmtjlxoTjU2IUuB9G6E8MDkKTwCed9eAeqLWyrasfAUKwL0a7SoXJI3J0e6o+c8ABIRELWeU+Xxn4VTrT0stgWV+yZ8zHW7l/B//c/JFjOCPVHUacbojIv0R61BDuido7pMbLL/8b79cp1XQjtzkd36HSMlX0LvkRK1VvIOEXRfwabmOGCnD+g3irW0BkxrVsx49Sv3HJc8YTmKPsIj/Xp0ZCIhZgWHcy+X6OhSEBH0eCeEOJELGQhp+IlrzxPcuMXKJr0h+G/g/qKkFH1OsJ6TkGubub1PbF8EgN+qdi5aAsMtLjB4lC54xDHC2rCJXGYQu1c8E3rp/6j1mGFXhR08K3W0cJzfPO33NuomxHafcJpIyQfd19CrFfi+PRXsGLvSs7fj/GSb7BHMAvwicB8jCJYLka3Wu/QJXcsWOq0FMdHYmeKTgztOQX/gSqE99pGH7sLNUkJja7FNeREVpV2Gy79NpUzgjK76hUolLUssYRq9J7Om91pNCKhEb0P3oJSLDrD+TfD8qGqV4X6PhXONeS8OOPkL52+hzS/Wb5/Hb5a5zxe2BmRHfvcEoZ581xy3MEYgw/hnUeYe5pRKGN1IJUr0weTCZlVryG9+i34qZuGx2S1iT9BUfZvYBQpmCOn2MBfjJ/Q+CWqUm8Zvm5i+V94/4Zpu+9W5iOx6b+IafoWEd3HIDQZENZ9DOnlr6Jswv1jcmUjCrN/i+iOvTz2xciOQ/Qr5bMGp9C2seYLjTyGRd3/KNtcy+tWabGrjntd7GhTl01KgcUNjERfBw64djimbZRKpcPUKx8+fFzA+EUCyStwIULiMLr4uDA47+IwipMk+7hbbhk5wRNSqZTd9vLLLzObS7KUu+KKK5j4ywLlkJLt3J133slcxOhkRSKzJ554At9X6OTOh4yqNxwKwyxIdT1Iqf8IZRn3eHHvnOxLObeDljW0ncSgxJLDl+PgzHfQ6iBW0Vnx9vfXXorSk8cx3pA7xez8OxHbtt3m+sklz6Ag53HUJF8PscE7k5Pw7qOYfvp+O2GY9fs1tfRJtEYtgzJ4wpifL6zjEOYd/ymk+r7hz0wrCkJp1i+xZel+rN67jC38uUvQoHkBk7psJ1T8FSn1H2Pf3E85xUYBAxVDcZOeWRRbi89coSVRH5/HlEXy2s7iWtLX1cnZ0UYROq66u8gVggpp1K29a+EmGCTuW3tS9whNEqx2kLmRWRzJrInoOIi5x29h3wELNIFZuWcZ6wwvmmjbrSYTANNiQ3C4ybvRTFy0u9GVfyEIw/xFtMjpOipCBCPSat5BYc4j52S/fPjwcX7o1+ih0vM/Op0zYRhPaKxD7pNUuHIElbHK01x3a3MJwwjq/JSoXMcIDyiSOYVonlKbcBWLCufiVO7zaIzb4PR26mCNb97I+RhybQfWbJ8Hhd6+eEdjsSBVDdZsm4kta0aK80U5D7PxGhf0DTs68w1ctHPmuEVL6kQKlKXdhbLMe2DicIrjw2yKNXUQszaWfW+OXYvibEdRYQKYBEKP3OH4QMXkyUVP2nUfjwcS/bkXiXgCOS5Zj5MnH/2502OIhYmVL+O/lfcBQglSghWYHhMCmViIJUnh7LjY0K+C3mBiMZUpIQoWh+Eq/sKHD75sLG+BjuNUXdk9iJYBNeu6l4nN56D4QAWi/GVsoZKcxojqXscLtqqQie59GApzN++EiEAW0+qOS9mFAjlCuUNsy1aviMOImrRbURJzDfA7c/TOzoUboYvm/9gTS14Yd2EYua4enfmm3TlQYzBCKhYiOdjPoTiMBDzeInCwGjDq7eKxLXjSLOgIseX8aDJhwZGfIKpjn9vne9qehN/5U/5kc31V9n2IOmgrND8XWBxOqGHBlQObNaMbHM4FZiE+92dJ719K3cdOxWFqaSQCVHWcj0G/GGqkJeHenvlfshhLsSMRy6216JLGQFPveYy4WCjA1KggXuKGJCtXUh8XPrNiQrG1pt3GHXosOHLYJcGkUpEElTwGc0/cPqbjB33v+/zSEDbgILZpFHqxPxLrP4XI5Hq+n9SyEfGtW3Bw9ntoH3KdJoR6NRPn8IXPayPRmkHMvymXC6oN1MddipNTbBs+vAXXWG28SKr/N0QuRNn0mVLkc0W667qINdNP3O32/uiFcrZmcK4J6S1gwvng/hKbsUxD3GU4mfe80wSZGafvY8J2a6gpL6vqH0wYdWDOR+Z1TTf2Ra6xdesO6nPtVmmBGVUIpcgtfJzFRVsQaTsxufIlTKh+FdWJP2GRr9RA3xE+n8V49gXxX4frCZ2GnsAJCLF6r5zuj1CE4N5C3r/n4N6zaJPbiryONffwSinQ6A3D8xj2eAIBcwMj0ZczaL7tylXMhw8fPnx8/3FbFk3iq717XSuh+ULuXyT8ycoyR+tZIDHYnj170NnZCbVajfLycuYORpGR1iQnJ+Pbb79lJ7X29na8+OKLNg5k3zdkIn6LX7GtW72yjTdIbP7C7fvQ4IZiFflCk0NrYRh1E1FX0XiwbP/FdsIwggRh0878FnHN38EoGNsCmQWhUc/iC1zayB69fszPNfvoLVhy+ArIrIRhhNTQh9zip1gUoUYc5JWSqFzTjjknfs65TXr12x4Lw2gf28LNsUF8qEi9g9djHp/yZ96PSQNqmcLPKwVytjg8WIGLdszEij0rsG7LJCzfs5J115LDG5coLCfc31YYxoFC1YR5x2+2EYZZ70N25SuIabGNF9WYcE6FYUSvznjOi72eoBALMSkiECv0B3gX0hMcxH1+H/D2ud+Hjx8yfVrn4v3vA1p5BA7PeINFH42GzjYUhdgZPnfMz1OVfKPLbej5lJPcK7i6QmDUsSgHirTmojFmHRpjuSPvAwfKeY1lHAnDrKHYwejWkbFnc8waNEStdTFmeZkVN909X9IZlu9Y7/Csd1Gaff+YhWG0qBHf8h28iWko5lMmEth/UwUCtIfPx3gS2muOdxhvSOAmMGg4F8BoLn0hiGKHMRohGHAdE8LGnqVml5qaXhW+Lmtmr4Xm9QHQY0KgBJNDpEjxEwJaDStU+8RhnuEbx9lS36vktdg4qDPg9Kj4NolQyKInp8UEIzeKu6nnvxfX8J9bT7lz+J/zEsIwOSIQIjcP8GJdP1Jr3kHu2YeRUvMeBF6OoHJFr5tO2Aah86ibsdIfyH9BL6TnFIuJGk90ogB8t/yYXaQkfT+21bTjq9JmdA06dlMPHHDtJMoXhaYV4d3eceXhQisJZc4r67/LMi+2evg4yfUf4/KNcbhsUzLmH74GIaoazJh9Oc4Hltj1knT+C/v0+ZbyaKjwNvxHes63OzvBecSdBZUsdtjRrStsFr5eU4bD016DJm4ZEL8UuOYo8GsTEJIEg4lfvSQ2QIYAKzdSItJPisWJ4UgK9sPsWO7GT7FAgMzwcx9B7TvPek6ATIyUIIWNS+5YLtZ1WpFuADNP3Ik1u+Zj/vGbMI+nMMzVL4iPMIxQaNuZ6yBfKPpy7tFbINN0sL8D+itw8fYpSGzhbkZyFx1rSh5b1bUlchlOTXoKm5cfZu6BzoRC5xOxthdRrdsR3um4IZ9LYMsHSutwB5rT+ena4S4N8Zc6dJQbT8hhb+HhH9sIwyxNUkmNn2Pu8dsc3i+yY7+dMMzm9q5DzFCAoprHYhCgdeP9UMoTsWFrro0wbHREcmbtu8z4IFBZjdT6D7Fi73KkV7puArfm6PR/ujx2kNCvI2weE6ryhVzDRjOg49cE1+ag2YSOs2SwwnXx4cOHDx8/fNwWh/X29mLlypXIzMzEM888g8bGxvHZs/9RYpzkqVPhX620uqg0oPM7XZytB4g4FhLY7V7KjPbU2pbEFPENI7FFQr2SOS3FN34Fsda5GOXtAwWsm4gGM37KOqagp8KTN1i1cwGCBso5iyzZFS+jJMP9Tg9HGIQyTmtpC36aJmz4LgMrdy7EtPx7WXeK1Fp4ZDLBv78C/tQJ6qDoklL9HuLbNnNO/SJ68uGnbfeaKCdooIzZJTsj2kW2Ohe0jxNL+U+wm+LWQSfiHtxqpBHoC50Cb6JUuBcfSC5iwf3FrKMmpL8IeUWPYen+9cOFgdGQKKy0i7+DQmrtvzgdKOh9nVzyLC4Ezv8yp2soMi07PADiLn4dP4RYf+4t0b2B79zvwwd/vDW+OhcInewqxeZsXF2I6v9n7zzA5KrKN/5O79t779mStrvpPSGNUAVB6QqiUgQRERUUEERFVPAvAqI0aQrSAyGFJKT3stnNtmzvvU4v/+c7m9mdPndmZzebML/nGcjO3LnT7z3nO+/3vsnXQy2Nh0EajY7IRdi6bBvq0m4KyGNXZd4JjQfHTjoP1CbfgKqM2yHi8JZyFcjMPXYXi3Jw5/pEojgqdh8oes5rvICJHzhngumlFIc1xsG5/8LJvF/DwB9rhqBXOCxNxI5Fn7CYLHJs9RUad3KJZG6KvwydUUsRCDLqX/XqYOErFIkdF5OOdRkxuHJaPBId5lDU7TuRTNavnOYeiW0b3d5OzggP33DlOReIVdtG6eo9uwbaktC+yW5cO2PufCiVSreXYBezfwTHcfYcbeceq9M0qIXWJnrSFiGf7yRisIMvxgeXtqBDOdvzMTcsG1g0EsFHv+XWIQ1KuwZh8vKzFgv4mBahAN9iQfGxu3HZF7koPPUQsuteRtGpX+DKzzIws8S7wCNQVGbeCQPHxWF6afUc4h4ng+Lj903IfgcUGWiPWobd897EJxdXQidzvxBI37AdTa6jrlWD3EQIXKFo5LzyP7isGwWKjqjFWLVzFcTm4XGfa+lCqQlxXTuxavsyiNsPoeuyLZNeL6DYdb5Rg7zKP3N+7KXPARU592Oy6Q4tOjvacw+9hub4S93e3pJ4GYZkKW5vJ/eYXQvfs7+Sz0dL4uX4ct7bUF+9FUiYO3pTQx+3OkiSSoo16dFYmRqJxUkRWJsejaXJkQiTjjQqJIWQQCzM5RyGGgaWpkQyp9HJJnieHR9F8WEojFFxHl9LBHxkhHpvGF+y7yqktH7Eqe7uStRrey8Lx7hGp+eq7/Fpe5FFi4zaVyAwqrHk4HWsThxoSCjcHTHf63ZD8hQYhPZCeKNAhrKcB7B3/pss5k8j51b3zqr+G67YmMIEv3RZ/0UBQnonptlGrO3Ail3rcdnmfCw5dDOW77sKV3yWhsITgT0eC0yuRd3umFXyS5+/PwPKbJzKG0tRmiymnfk/iA3ux8uxnTuYEMyRtIY3vO6bxiAijpGS1ppLU8IVdtdVZN3D6VdN25zM/xWEPjh+EvQ5zTz9GKI63a9rOTKkykabi/hwWxqSr2VCv9a4izk9fzME6A+dPnrc8xXjBI71ggQJEiTI+Y3PM6YPP/yQOXT9+9//xmuvvYZHHnmEicVuu+02XHHFFRCJAuOo9HWFCZ6EAqgdCpCeousWpwG77mJN8nb0hRawwQwVLOOUUuREKtDcr2GF9wiZGNEKCZoGNDjS1ue18OgJQ9xCoNaz3bg70uteZe4Iy/Zczro1rS+Bnk6/Yhp2LXofBkm40/3i2jazQZpKPZLvToUPKrwdm/lHzhMTR+YcvYt1CHgjvL+EdQMUVP1p3AtD3eHFiO12Hky7i+MUqWsQoq4BWoDpp3+DuqRrEdO1Bwpt8+hzMYGProj5KJv2c/RGjhRjZpU+dE6cmCJ7DrpdWOSbx+esktH4NkqmPwGzwLWg0pHtSz7DRbvWunT40AtV+GKVb51EXGhOuBwzSx8ZV+wQieyKTt6PfXNfc3m7L7/duPYtXrcJZGfyhQ5FHsUqZUDiEs736Q/xMWJmihA89wcJwp0oucSt6Go85EcqUdYdoIg5sxGza55FUuO7MBvUrHPxdM5P0Ra3dnQTozgUx2Y9zf5NZaiAl5V4PGxdvhPL917hJMynBacjM//EBFDhZgsK48Jw0It1/q9uvBJ/fH8zG0tbEel7kdL0HkIGK2ASytkiV5KXGMiqjB+gIvteLNp/A2J69jJxDhXl6pO/heNn3w8rfaHToZYmQK5twXhRaBwabng8FlNBF6m23WXH7LAsmb1X1MHrK+SC2x1WiKjew0y4ZX3XDEIlzqR/D6ezf4JAIdH5HyPkChLM7V38ES6OCwX/7OfdrbFvVmmLXYuynPuRX2kfRwU/F3acnoNAMSmxkkRs51doSrxq9G9yTyYX5fKjI+4v9H9yWSa3hHNF65AOhdY/pGGc32OTcMzdg15D6RFujjaLFy+G/By+3vONr/s4rl83Nu/cUd8Fk8A3xyqKeYxXuhaBzYwJwd5m16IeK6fXb0FMchjw6beBMx8D1nkwOWdlXwVseBM9Gj0ONvdA7cPkTm8ys0aheYduQ1KHvfszQcf2zPpXwDdrcdwhmm9C4AtxqPB5LDx8i9ff/7A4AVo/6zZcoOZKOlbajglcIdW0ImSoIuCPTyJzmr87OoX5SkrD2wh0sLZc24q86mehVNfjUCEJ4cfeIyNfDpHZfdQQF0hkT3WQdA/OIf7v3AjT/9Zj19oySFcdwvTSx5Hc/vGE17ooNk0jicIVmzK9PpZcDMxOAI63jFzOxfl5KCQHnZGLEeOh1kjubh0xKz3uZ8dFe3Dp4auBtoN215MIdMfiTzGsTHd5P43RjMOtfViWEjl6XYsbZzxH1Hoj+92GS90fp5NCZOzS0K9GbefYGJgaBpRSEQb0k9+Q93U/zwaC9HAlu1iF0vQ9INebqt5htJ91v1GJhcgIkyM9TM7mAGlhchxrH2DnaVeEDdcA3ErGTpCoV65uhGqoGkahHPMPfgdSI3dxuRW+H4kZaXX/hkYWD7nj/DCA1KbcgJwzf4fA7P63WZl5FxJbNyKmazcbU1jONrkP+9gIfcnnuZCY7JtH5IZeXLRnAxpir8CRuc8jUIi1XVi/fZFTxK3ArEd649vs8/xqsedEh8bEq5DgIlHGkWF5mk/PLa5zh0/bU2LKgeKXJt01jJzWk5q9p15QnaUzyr4eTu+vN8TGfp/O2xVZd0MvjrC7Tq1IRU9YESL7jrq9H31fW2LWYXoFRYf7Dt2noOL32BnNvWHuyOxnsPjA9QjvP+l0W3v0cpTkPoyo7n0QGgehkcRBrmvz+PxPZ907+rdK7PuIMErm5wEwSJAgQYJc8PguOSYL0Oho/OQnP8GJEydw4MABZGVl4aabbkJCQgLuu+8+FgEZxH9Sz3a/WAv/3thTRxNo5+trU29BfpQKazJimLr88+oOHO8cRGn3EHY19eCTylYWkzAeYRixo+AvfnftUZHl0i8KEGEjDCPo32HDFbh4yywWj+AolHvwu9+FcrjOZnsL6yRcu30x5MO+C9X4Jg2SWj/hvD0N4r5Yvntc3Yo6URhO5P3a733Qjzej6b9Q2gjDCAHMiO3Zh5X7rmDdOEt3Xcaum2qHmN6w2ePaM01ME70s8Dp2cHy++jAqM+6AXhQKE08ErTgKx/N/g8/WnGSLxoHGKFSiNPcX495PXPs2yIfrx70fbjGe54Nn19RgtCM19SLO9zmT4dp6+3wgeO4PEoQbQj5vQhapAiUMUwxV4/IvcpFR/ieIhxsg1XchfOAUFh3+Dq74NBmXf5aOtVvmIKJjLEp2okYRVOg8PPuvOJH/GBoSvoGalJtwaNZf8fH6aiYMY89XJGALQCEu3FlorJyeV8D+XXu6lC3A2TpxXby1GLPKHkF641vIqv0nZpf92utzSq95mbmvxPVQZPCI74IAJmQ0voUrP02EUGezKMATMDFZIDB7iG4kUZijMIzQSyLREnexX49HsSVtcevx4aVN2LimBF/N/y92LvwAG9ecRNm0n417QduW7ohiBJIdSz+HTiDHvubeUccsinpzpDznfmxf/AnqE7+JQUUm+pXTmBsdRUK5ik0lLGfFZ95GQ3XJ12NI4XpRNNDwLEanZiJyUSY35UAS17YFq3csxzc+TcI3Pk3EpZvyMIMc7czejwBak5kJVRr6h/F+RSvaI7kV0RUD1YhvcY4VaW9vx9DQkNvLrl27vIo+gtjzdR3HVfcOY0f9mEC13zYClSNWEaorqAkvN0LpMYZ+QVIEE07h8veAe7Ww3HAYuPEYcJ8OuPRtNA9psaOh2ydhmBXlQDlzCHcHPXNaDBUYJ0fM2ha3hp3PPb0SE3jYseKLCX0eXF0Vk5o/HNeYrTb5OuhEY82M9O+KzLuxf87LATmPTqt+DhNFcsuHSGqxX/zdueA/46oG0KjpUNFzmFb1f5goBPo+qAZOQytPnCRh2EibQE7dy14fiwknhDL8+3fX4FxzIv8RaMXRbhsEdi94x+s+VqbHATccAO5oBxb8CsZZ96Bi6ZvYtOEMBkM8R7d2afQ4YtPYYeb4xdJwjMoiKGZyTvzY7+9cjwu+rufZicD6WcYoJMxB7sqcOFyRHcdc5TLDFaPn5TCpGMttRIiBYkiWyv6vliejPWYlelXTIfFDGOZbzOsYEmO3R+fgQKCVxTOBsLuI59qkb7Nm59iur0YdoOldlxj6MOfEvVh44EZOj7Ni51onYZgV2l9K+0eI6NiJQDH3+J1OwjBbonoPMcMBT5DAmUv0ddm0n/r03Ewcm9utUPLHZAvDCKFxiEUtesNVyonRwWnOFVyP1ORaV5L3MMpzXDet7Vz0IXpDZrj8hVHrW2Xa7Tgw7xWIjNxdrR2J6DvhdRupTQ48idh2LP4YBwufY40Cg4oM9KnyWeNja/RqrN25HMv2XY1Fh77DhGEmCFw+f+buGbseFblj3zGxTb0jXOJdcEzPSsVhuyBBggQJ8vXEL3GYldbWVmzZsoVdBAIBNmzYgJKSEuTn5+Mvf/lL4J7l14wklcyu8P/m0Wrny5FKHPv7mLuDI6ezf8zEN+Rcsa+pG6e6Bp0W9sLbt2PBzouxbttcrNq5GolN3rsC3HEi/3G/ikgybSuEFveCFSGMmHfwe05COXeCOFroWrrvap+fR2zHdvAdFl7cQRMEigtUqzKYG5Unu3aKvOkJmWW3Df2bJpZtMRfhor2XTmgxi/Yd3X9kQvbNZaG4w0N3RU3ad8b9HMJcdGJ4Qi+OxKn8X+HTdafx0SX1+GztSdRkfI+z+5g/kM32kVl/hlrCPU/eEZqIR/Xad2v6Q1/oDK/bkHAuCDdSQ0cEhRQ1M5DnXRzQGrUSrbHrOL+9Jg6LseeC4Lk/SBDvjFd470ggnchW7r7UbcGURFBCsw5KXQtWHPw2E5mv3bYACS3cxdhciW3fhot2rsKq3RczAVdKyweI7D0IgzjU7rxMneHERenREDm8ETRWfvyND532Pa3yGWTX/oNTUdMRMXRux2YkFtuw1T6C+kzG7ahKvx3jhdxg/eFU7kPQi/wrGss1TaMis67oJeiOnA+zIHBRmVZIhGbgB0aET+PoQVUO+ze5CFDkm9W9xxW94cU4UvhXnEn7LoulSm98E3ln/gaDKBT9ylwY+TLmvqaRxDBx4kfrz+CTDWeYQM4dJDSryLkX+4v/CZ1DF/NE0BPuLK6j775EFrjGBoprJ7cfcvEbcZKzsK5u+h2t3b6Ik0DsQHMvDreNFN8PFT/PaW4oM/dj4dHbkFf2W7vrFQqFx8u5XgA+n/k6jeM61Tqc7PB/QchKhMzzwkp+tArr0qMQKRWx8zVbPBXwMStahbXpMazoVtY5gI3V7Xi/qh0f9Cfgg75YHGzuhcZgxIFW/xaciYWHvuu1nkC355f/HpPFkaLncCrn5071AjomDMmSsHFdOZuXBxrHmpHVVdETnhxTuBDedwKVmXfgqwXvstrQ56uPoDTvlwGrL/gag+Qr6fWv2/09EFGM8vQ7fa7t0fbtEUuwdfmXaE64YnR8MVFE9B3Hhk+zJ8kdn1pauUHP5+iMp3Fyxu9wrhkMLcD2JZ+yxWlqjGTCNZ6I/f3Fyt3o91AbIneS9RkxUIjPChzlMcDi30C4+llMm3c9kjnE+RH1Axo0Dmh8msuEynxzdpyKfJ3Os5MFicEEbr5E1vjZQHJs1lN2f4cOnvb7Meh+WpFv8wXWnGQcn4ujJ6xRkS3xF+PLpVtQk3wDm09qJLFojV2D3fPeQmTvYbdzaXp+8Z1fIqPmn14fK3zwlMfbaV/LD17H6g5XfpqAlV+uhEzd6OcrA6K79nndJr/C/vN1flJ87J3zqsdzYWfEAnRHLvTpuVFzkS8IJsml2pXAyzFO1BXkbudIU/xlAXkObVHLsXHNcVRl3ul+I74Q25d9ga/mv8vShNSSGHapSboOn685gdLpj7HNhqXjcar1Pgdemhxl97eFL0ZT4jdY9OqWlbvx5fKtkGnbMLvsV2wd1LH+RpJonTCE1SSMfClao1bg4zUVODj3ZbttQyRjTQd5Ue4bU6zkRio4vL4gQYIECfJ1xedWNoPBgI8//hivvPIKNm/ejJkzZ+LHP/4xrr/+eoSEjBTlP/jgA9x6662sMyaI76gkQiQqpayDlArf7izIy+b/DcDI4oiV7vA5qEr/PloSLmV/UxGjddhBRWU2Y9WutQi1c+tqxvzjd6Cl9UMcLPo7zAJuk30rNRm3YVgSi4XH7gCP9YJyi2xRab27fMX27hoVyiXs+zkW3fpvj9vLtc2QaFqhczFIdWT2iZ8ilTppfSh/NcddAoN4pDutL2w2ds9/G3OP3c2cNxwnCmT/SwtuQn0vEls/Y479HeGLsPTgt5Da/D+cr9DCXEPiNUhrdh8V0BNWiJ7wOW5vJ+vhisw7Me3M3/1+HmYOnTxTgfrkb6M+6VpcsnkGJAbPsSPu8CRC5EpN6i2sQ9gTdcnX4UIjtf4N5hhDUabd4XNxcvpvYBS5XkTmCsX1kqn6sdZ+VvC0ZD6CBV3ViO/c5vRJ0dGlNul6HJ/1R+f8Xw+UdQ1igcr7hHwyCJ77gwTxDXGAcyW5dtt7I6XhHYh96Jxk8eSaBsw/+n0c0/8OdWm3BOR5xLd9gflHvucUhxg6WMEWumn8RMVqIY+HqLOLRDQWNLtwAHElEsmpeX7CFgwFFj1C+koxEDbiWEaUFDwGC4+PnJoX/donvaqy/F/5dV+KVBhQZrF4SF+ZiMV5JywWZNW8wIqdgYhztPDsHeTq+tVIDpEhVikdnX84Mv/QbUhst3enovEYXdqjlmLvvH+zIq6VuNZNyDrz0ui+rM/ZKJCjMfEbKM39OesKpsu2ZVuRUfcqUpreZd3T1Gzij0OAO6gw35D4TUwkiqEa5Fb9xe1nQ8eAOcfvxuEiz2P2TptoT4M4AvuLXsKCo7dz+sxza55DZfQVPj7zIFz5uo7jyDVsvJB7pStnQkdIrErxldbztc5kZjFXoVoD9rf0Mmc9W2izpiEtu4wHWmziKmJyRGAcwvSSR6AarsagIgs1mbdhMCQfgaAq5x52iezcjbCBkxhQ5aHTS4TdeLHWjAZ6uplzGBfaYtcgv/KPfp+bwgbLEFZeBo00HrvnvxNwgfWwPBUyXQcmirCBUqfrThc8jMbka7DkwHWQ6do4vTdmnhB7Fo3Vhuj9UGgnLg4tums3JJicRXNfvxuRPftRHcG9IWwi0ciT2eI0V+bGhyFJJbUbW1MjXNuwDiazBWESESLlYhgcjmeeONM7zMZpmWEKVHI4JqeEnJ+R0V/X8+xUgL6v8UopWlycTx2XQ7hQm/xtNMmLAbV6VHg8LEse1zymLXoFVOo6RPQd5Ra7zpdgUDWNuVz5ColAqSHG3ePQ6zg1bSzhYlCVzWqVrF55Fpm6iY0NvJFf8UfWEE1iKleE9R7h9Hp5Nv8PV1dg/ZfzcXzar1CbfQd8QaJtA59JbTwj07Z43aYzZgW2L9qIRYdvhlQ/5kBLc9rGhCtxdJbvQk96r6ZXPMn5ezSkyII/UAJPSvN7COs/xQwOqEm5I3o553o0OZ82JF6NzPpXPW5Xl/xtp+sakq9ltZjxRqKezrmf09pkfNsmzD16p52QMaPpbaSw9c0X0Ra7GgeK/o4N2xf49fu18NwvndP+liZHsHXcMIkQfW7ciSXaDuRWPeN2P/QIfOMAPtpQD4sHN/m0MAVzxKUUqJo+z+LRlBAZ8qLGt+4RJEiQIEEubHwWh8XHx8NsNuO6667DwYMHMXu2czTcypUrERY2+banFxLF8WGwtPaiZUjnNPAQ8QA9m5WMDb43rj4KiUIFk3BMFR4uFaHKxeR78cHrWRHLFQntX6Cw5Oc4MvtZp9sEJjWk6mYmqtC5iLZpT7wUHyaOiNJg1qPg1KPIaXjV4+CL6yRBYBiESaRCRv92Tttn1r2Csrxfetzukk15PttCk4LfMSawM3oZiytMbN3IBt4kWGqNXYve8MKx+4nDUZ96A/v3rJM/g2KCOyknEopK2L3gPxhUZjNBXFznl07bDMnTcaDY+wJpad7D6A0rQvGRuyGC74Vx6mg6b+DxcTrrx5h1+hGfJyQ0+ezysSPJFeQI4kmQN6hIR6mfi9N+YbFAbOhlxWRfxVpyIR9qo+eipGqgHKt2r4fAPFYRUqlrkdr8X9bhXZrn32ulI++ylEjsbepBt8Ywev3++f9GaO8JzCp9CCGDFVDLEtEatw6nc34G8J3j0LwxqBvb97kmeO4PEsQ3Ms+6XXmDNGSehF/kUJ8doUB5d2AWwNIa3/brfnTeKjz1SzQkXQ2z0HuXokcsZswse8RJGDb2WGbMKHsULXHrYASfxdJEyyXY1dDl1ZFNp1EjylAPkdE+kjyQ0HuxYvd6dt7SiKOhl8Wgg0Xo+bdcQC/pQOELfruMSLXtiOw94pfoXC9SYcGhWyEy9GNImYHalBvRFzbmjJZL372ecXz3LGas3r4MIeoaBApHl7Qh/VgRlqJmNtd22t2eUfuKkzDMltiuXcioe3009nnhvm8jrpviU+xhjhtm4ETB43aL/1ppHMpyf84uhEjfi7TGdxDbsQ1RPQfcfs8Jg0COktyHkNCxFXGdznMcE1+Kg0XPwyiaWKH4zLJHvX57E9s+g6/yw9aES7BNuQ1Fx3+M8IESr3PCGSWTOAb9mvF1Hcd1DLt3KOfKzGjvc5QddV3ocTFubxjUsstEQhFFQqPOZweq1dsWQaWpG/1dxvQdQmbz2zAIlDg28yk0JV4ZkOfXTa6U0Us4u4JHde0Fz2Jic9/e8CKfH89XV8X+0OkIBOQEsfDQd7B55VcscjpQkBiZ4ocmSvBO77V14ZIEVyR074xeiqGQadi05ii7TaxuYy6vcn27y33Q+XF/4dnaj1mPWaceBs9m/j0RJLZ8MEmuYb7TGxKY79S5wCrkInQGE/Y09zgtdkuFfGi91GFs6dGSaNaCvCgVE+x6umdKiNStO5RaZ2Aui0yEe3YOFaeQIF0euN/bePi6nmenCjRfbh3SOrVnxI4YB/kIRa6Oxa6SIyUJjymOldJK/GEwJA9Hi/4GxVAt1u5Y7PX41Rx/CWpSb0J6wxsetyNnZqFZzfZnhgBNcetxpOh5pDS8jaJTD7qcz7B5fekvkVP7Ak4UPIn22FVO+43rcG56dYXYNIiw/hK7+WNY3wnEdXwJnoV+q/7FK9Njz654HK2Jl0IrT+Z8P4MwhHk9WmMw3WEUcHNU6osoxGdrS6AcrEJE71EYhQomsvJ3bmYSynGw8HnMY8YK3qlNvcnnxyDH9+IT90Fk4zqWWf8a+kLysW/u69DIEjjtpzLrbjb/k7oRqDcmXM4cuh0xCpXYNf8/WHj4OwgZshcYaiXRkOg6OUU0UwOcN5RD1Zh39A4IzM7jYKFJg/mHb8fWFV9iWJEOrTAMMuNY1DFXusOcx6ISAY+lPhVEh0DI5zHBNDWFuIOayEiw6W2d4bLPs/DxJfUub4+Ridn5d3dTDzpdRSnZsCw5AlHyiUvICRIkyNRGZzShX2eE0Wxhx6hQiRAS4dQYLweZWvg8SiML5GuuuQZSqfuOOJrs1NbWjve5fa2hH+6CxAj0aw1oHNTAYLYwpxrqopIIR0Rhrd1jwiZaoBIKx4pgtEVqiAzHHWIUhPp+xHTt8vjYyc3vsygVjSyR/R06UIrCEw8gvP/46ACOFmZIZFKVeZfrzgOyUE2+BtMaPHcZcEWhbsBAaAF4Fm5FiLDeo+CbtG47Nxft+abPwjAanH618D1o5M52tFbLWLp4QqTrQnqDfwuz5xoKmNk75xV0xI3Fme6d9xoS2jYjreFNyDUNMIjCmKNCQ9I1bELAhZb4DShmq+O+PZ/u8GL0RMzD+URN5u3McaSg/Hfg27xgbx1oLXEXj/4exwsJ8ihekpy0rIvJBqESzXEbcHTmnzEZ8MxG5FX+EVnVL0CIkQmSkSfBqbxfoibDezTXwvgwxIfI8H6FvR2zLXyjBhd9tdrufR59fHKVOfM86/6r8xJv6uhCIuQBmeFK1pVoKwyz0h8+C18tCUz8mkLsOcJmMgme+4ME8Y3MCG7nwMLYULbAQmJ+W1cRik/MDlcgJ1KJhrNxLIGA76JwxhVyQ5pZ+iiOz3p6XM+BFh9pXOcJhaYRMV1foSN6BWp61cypoNPFMdcRcgqZnyHFmjt8Mmr0GSHFbxp6ISU30OFKxHbthplD6JCtExUresqScKD4H8yJ1l/E+h6/nKqoKD679Nejf0f37EN6w5ssWvH4jN+zN1Ak4BqkBLsFgczafyG2ayeEul4WER9IalNvtvvb1tFHKRbiiuw4HGzpRetZUUh2zQte9zmz7NdMsEifjLvFBBYTZ1Hjoi8XY8sa92I8cheuyryDXSJ6DmLp/mvtROq2i8c7F30Is1CO+tSbkFHzD6S0fsTE5SaBnI39qjK+z1wDJpqwfmdHIUfoNciH6zkV6m0ZCMlj4kMuP8dARKgHcc3XdRw3Xg8/qr/Eqzw7QZV3D7kUhk0WJB4qOuW5KY6oyPjR6L83bJ4Oqb7H5XYi0xDmHbsTsR1bcaSQnOonHpmmBXOP3YmonoNOTuQHC//u83HHV7pCCxHdf2zc+1GqaxHfvgWtcesRKCiyilzdQjg4uPg7L1+1cxVCB8tHj9NsfCKKxt5F/2XnIL08Dl+s2ouZJ3+B9JZ3WcS27W+L7rf46G2wjGjJOIu2aB8WCDi5vDgSqOWNQDiaOu6vIe2mUcehyUbCB3Q+1tUchVxqgwmV3YOo6Xc9//BFGGaF3mM+n4e1GTHYUtvhstkjUSnBnPiRhAZb9EYTttV1QeOw8E7NNdRMXdtxbt5rR76u59mpQqRMzJrsj7b1jUYMU7RwILBGFJdl34/plb/3vdkXfNSkfZf9e1iZjvqkbyGt6T8eG3hK8h9lKSSemnv1whB8dtExmEUygIS+NsLk+rSb0Jh4Neae+BGi23dAZNHYxW8yd3B1AxYduhHHpz+JWoe6KLlNcUVoOuuwpu3A/KM/YM0xgTjO0n1W7roEn687yfk+NK9qiVvPRE2eKM2zb/r3xpAqm10CwQDHuV190jVo99FxNaLnEBvDkZO1I2EDZVh84HpsW7bFozuVFRKR7Vz0AQpPPoiY7t2j1xsECtZQVpr3kNv7DiszsHX5DsR2bEds5w4mRO8JL0ZTwmW4eGuxnRObK3SiCOgk0V6fY2btyy6FYVYEFh0ya/6JkzN+i8/Xl2HV9mUIHa62+z56+n6S0PBAsX10arRcNBoj2T6kxdH2fmg8nBcpSWiaB9cw++drgEjTAYMsxuX5eVtdJwb13sdMXzWOjPGlfB4KolVICZW7dNsPEiTIhYPBbEZdnxp1/RoM2jTQWlGJhUgLlSEtTM7JFT3I1wOfxWE33eS7aj2I/4RKReziihCp+4+PhiWOwjAio+F1rwtI1OFOcT9kd0udm0sOfNtpYCk29GFG+ZMsnuBg8T/cCMQCKGw4u38qEALe7X/jevbiis8zcHjmX9CY8i2n22N79/r08Mx2Ofch9PnRvWpl2a7LENnPzVL5XEAZ7Aptk1tnA3ILc+oK4QlY7BNdOGMxY0bJL5DZ8CZbgKOJL5cFVVuo42V/8b9wLiErX3Io8ZWqrLvYbyyv4qlR4ZKn70Rv6Awcm/EUAklzwhXsIjCqwTPpYJQ4F+EmDIsJ67bNg1xnH4EitOgwu+wRZJ95AV+sPuxxVX9/ax9mmMwstk3vxnKn+MRPXArD7BwqTj85Kg5zFIGFiIUojgtFadcgOmy6cowWoKJniHWqTjR5UeN05wkgwXN/kCC+4a7rHQ7HmdTQEWF/VrgCnRodjCYLE7iE2Yz9em2i2sZLX+hsRPRzL7A6Etl3duVvHMg5uqfK1SPbUcy6qdX98dxxAeBAjRZ02FZIJndBkM453vbZHr0K++e8BImuGzpJVEDipygS0JfXQsV+6nwnAYArMhr+jSF5Kqqz7kRJp28ObKnUpX7yAa/d2v4yLEvC6eyf2F2XFCJ1+u0tTIoYHatZPrd3EnMFz2aZ2hsqXSuW7PsmW9hpjr8MZqH7z5CaGHbPews5Z55jBXmhcQhDyizUpt7I4sathXmK7jiTdScac+5iDUGBC6XkCrdvDzm9+gPXKFsSHASZGL6u47gIqZi5T/rLsMEEjdEEmUOnbbdGzxxwKEqSOnLPJTSXmX3qIY+/H3ITaU4eaWLLrH7OrTDMlpTm99lititXiEBCx8Ul+6+FatjZYTKi7xiW7f8mvlz6BYvxnShq076L6BPjF4cRMZ1fBVQcRuxY9AHW7FrL3MkCDd+iR9hgudMZQWHoxOqdK7F98WfoC58Ni1CGE0XPsItE04r12+ZgJCza/n6+QI4y5LSt0rh2yZgMqBblqT7qy/iKtm2MvwwThWK4DqlN/2ViSp04krn5DjjEwMYqZaxGUu0lbsoTB5u70aPzXbDnDoqHty5Ky0UCXJETj9ZBDcq7BzFkMMNEYzULmKh/V2M3c2u01sCNZjM+r3EtJrMyVUYOX9fz7FSCYtRi5GIcauljTl8k6Fq18yKo1PVuvzvHpj+BRhfReATVe20jiikqmYS0ya0funXkckV1xg+YY5SVo7OeZk344QOnXDwnHg7P+gsThlmbe8mVOLX5/VERDAlWuiLmYt+cV0eEYYQLx0qzSI5Ds/8PV2zKdvvc6PpZp37J5jVm4ViEH81xik/+1Ov6EdXyBxWZ4Jt0LIo4dPC0y8fwF6mhy+f7VGbeyYTa7pyaBhUZaI4/m3ozAfDMBiS2fIrUxncgMvaz1BUS8mvPNnwXlHMTGDYk+O7gSnNOV8IwKyFDlUho24TmBG7nKnLc2r3wv8yhi76zZr4EnZGLuTmn8fhoj72IXWzZX/xPLN/3DY+xp7sXjMVUe4Ic7ryRWf8KYju+RG9YIQ4XvYABVRbyyp9C6GAFhmWJ6IlahLlH73ISqlO0KxlE6KVRYy8JwJKkkd/mmd4hnOjwXitZu2M5xDYubp6g/S/bdxW2rRoT41kxWiychGG2aM0WHGkfYOfbtRmxQYFYkCAXKOSWfqSNhKrujxEkGKP6bnWvmq13xngrmAf5WuBfhTfIeYvQMMC988NiwryjP/A4sExq24imtk0uxUEDqhxoxZFeOwK4LGINKkdy1inKBdjIeVA15+R90IvC0R4/5nal6j/t0+SEoiQPFL2I9jj/IwxX7FyDiMFSnEtogN0cvQaJnVvsXj8t9JxJuQlGUSizrKaoSJqQmvgiDCnSUZl5D5oSr7CLMfUXsa4TG7bMspOC0WSTa7covYaynJ+iMvNHsAjOnasSLTY+dP0VqDjma8AOkFb/Bgoqfu/2dp04AgahClppLFs4bEy8KiCLx65gBQqbIsVksHTvVU7CMFsUulas/Go1ti/f5vF7cLJjgMUONAy4jmqJb/+CU7yKRNMGnSyO7XNOXBhCJEK2AEQOjfQYtsIwWyZjHUgsCFq+BglyIWDRa5yCk2MVYsyLVmF4eBhyuZwJWuIUro/1bQGIxbJSkvtLpDf82y+nKVfiEKmAB623rEcHuC7w2m7X5cE6nxacaAFgoKd7tIA/fHZzudi11pie8c6FHyC8v4QtjKY0vovQoQqfXofL5+JhcYDGxCcLHoNZIHPpQusRcs6llTOHiOLCQz9AWvsnPo1rzWYeRPBcoMyt/iuqM3/gUzSWcqgKhSU/mxBhGI1L26JXYt/cV8l6YvR6iYCP9LMCSytaikFq7EG/YWT+chlzJQksMd172aX45P3YteC/6I5c4Hbb7qhF2Be1iNN+E0NkLEqWCjaTSXf4PCS1eXY9NQpk0Mr9c7ElhzyJoY99hT2lYHhJyAgSxOPcTO3CqSdebEFTt9qvhh62XxJ5avRIVI0tmNb2qXGs3TcH8olmy4pdWLNjictjHR0/P1815uIxo/x3nPZJ55Xpp5/ArkUfYCKhxVNXwjArck0zcymvzBpzPgs0FKE598Q9ARGM+zu+8oRREonh79RCduY1YPt9gDFw5whvcb8r9lyCDy9ttruexBaOwjB/EMB4joVhFMmmhNg86FLoMSRPh1TbBpHZu4Mvbd8etRSHi1+cgCdqYXHr5Pxu+/3KqXkeLdFrcGDOC7AIRo5R9DrqfXEctpgR3b2HNWTQuLs9egV6dIFdLAoT81Hfr2bHToq4oZSMeIWEzR9IEG/zMllU1rb6LrZoRQ00R9v6vUbK2zJsMIJbWFyQCxWpUIClKZGoZcINHvau341FB29GbOd2O3dE+rUcK3gcnem3wpdq6+Hiv6NE+ygWHroFIYOVbD9dEfNY7ZwabGzXT0w8MSoz78Dp3Aftd8ITYPuSz5Ha9B9Mq/orFJommPlCtEctx+lpDzjFHR+f9Sd2Ce89wkRYvWGzmUMWF4pO3u/dIIAaUyufRmn+WLy7SaREV/hcRHtx9W2NXQ+dNAbJTf9zKQwLBDJNE0SGQQgNg5AYull0ZHfEfNZc4wqKpD5Y9DyKj99rF61I9KtysXfu6yz9ZSIgERVFQUt1Y81J1JiX0vw/NCZ8A4eLnmMiKy6oBivQ6YNzGKXnxLVv9rpdTtUznMVhVqi5iS6BoCdyPkulWXj4NlY3sFufgoBFUg6E2gufCZojh4oFduJlajDwBu2fxhp0IWHnkCIT2xdvhFE8FhvfHHcpcs78jR0nLDwBS8SpT7nBaV/0SyK3f/q/N2EYiTpnlP2GrbH5gq/bc2HYaMHexm4sThkTugUJEuTCoK5fzcbLXCEBGcXTFsWFIs2hlnoh8uqrr+K73/0uXnnlFXznO57To76OBMVhFwhcCp7krNAZuQS5Z57zuu2AKhfx7Vs5Cbsya/7hUhxGg+261JuQ68E+VS2NZx2QnopSlRl3sH2F9RxG8Y5vwhdovwuOfh8fXVI3ep2EIoB8oCty4biEYVJ1M8LPsTDM+l4cK/wLDgmUSGj7DMrhGmglceiOnItFB7/DYhDGtrVAaNZDquticTCBEIYRF28p9HuBjgbfx6c9jNrsO3GuoQ40W2EYOZbQ78srFjOmVf/V4yZifR+2L/kMankKzidEfLIw9b5dVK93a/fwwdMI7z2G3nByCnRP+7AeEgEPOhcVQ3ddYo6/CZl2RBxGNA9pkBIaMdqlSgOsIEGCBBkvNy6Y4fH2xYsXY9euXW47+WixJFCYxCGsg3ju8bv9WgS1LSTS+Zzvx5Nrj14JnSjc43iMbm+LWWXn2ugJeu8U/LHib+xjI/9fnAbscpGArhVHs8IkXdjjiSMx58R9Pr8WN88GHZGLENO9Z7TJoSVuA4tsH1ak+bSn7KpnkVf5DItEGI2ilCbhqwX/QXTXLp+FYYQIOk5OT2H9pegLG+uW90ZG3evMGTWQ9CjycHjuCxiSpzk5ElPc24LEcEhsHH3O9AzhhI3bmXKwCgJT4GJZHaEFoCX7v42PLq4G3CxQ+AItnJ4LSLSY2LbR4+JRfeK1fu//2PQ/YOWeS7DkOWDv2JQsSJCACcOWLFmCvXt9cwb3B+q4PT7FhGHW+J4PN9Rh9smfI7X5XXYsJlem3qybcGzm76GzcRrwRcDrLQI6ECQ3ve91m5Sm//ktDqM6Gc3TPcXpSNWBc+SixsKJQC4RAjO/D8TOgeWN4klzo6fzQmzzRrQnXsL+FhiGIDX24UKAxUWbXS/uNiR+k7m3k3uaUFPv8f3WCULw+eqDMIvGFpoDCdWPsmtfcnlbQucWzCp7bCQOnJ73gIazbI9EBDNLH4HSxlWJGhnKs3+MmvTbECiq+7UAXc5iMllQ50XARu4H8UopWgZdNwK6Y1dDN9bLg/KwIEB6uJJdBnQGdMd+gs+b6zH95EMQGfvQlHC5W7cwLpAYasfSz52up+i6lMb/QDlcy9ypmhKvcitgooaf+pTr2YUr/jh5JrR5b5olortG5q22UEykJ/R8GU5Of5T9O7nZu5DcX9fui7fNc7rOwJejK3I+BkIKoJYnozHhChhtjsEt8RvQEbUUKc3vIay/hDletcauYQLYQK1vOCIwqbFs7zdcrqPR605p+QAmoYxz8/eggzOk98fXclpvIcesc0173Dp8eGkTEpveR2bdK6xYU57xI3TEu197o7I/CcPCJEJIRQKYzRboxZ5rSi6FYsNnsGbnMny+5vjYDXw+KrPvYRdvkNjZ1RrE6K5MOsw4/RvmqC40+3YOIwYV6ZgI2jUGj3F0jf0adGsNI5GzHNZTggQJMjUcw3wRhtlC95MLBUEHsa85QXHYeQyJF6zYWh27gwQszFpZFMa6tz1FttCCXG7Vs5yeh6fukNPZ9yG0/xTiO7Y63UaFh4OFf4fI0I9Fh291W6gkO96OiIVYdvDbUPuxQCqw6FnHn1Y6IgDpUxX4NCmhCcV4mHv0h34X7wIZeUT+XGaMdMcktm5EfNumUccud49Bk5q5x+7EtuVfjvvxIzt3e4z58/Y+1KTcOCWEYY68vOckQiIiOdnzhvcdY11hnqDfQWLrp6jKnHqv1RNchGGRXfs4f5/zKn6PvQv+43EbHUVLutmhiS8F34t1M32vBpWZo3/3accmQH1a46THxIgFPMyID53UxwwSJMjEQG5gJPras8e50OoIbUOOJwqF68UMipgMpHtYU9JVUMuTmH2+XNvsQxyhBJUZd43+TYd9tR+ndbNAgvLs+zCr7Ndut6nIvtdn18woYwsTg+2xEZ/Qv11FTPZEzLH7m1w6k5vfR2zXLgRiIXXvvNchNvSzMa5WEguDOMzn/Szcfz3iu3Y47BssAnz9jsUwgT+hi8MUg+ELUT37A/r4dAbeteRDmM7GVpAIPS105DcSJRcjTiGxG3v16wx2wjCYzVi1+2K/x56+zDPyqv6E09McXAHOI7SyeByf/gSLpnP1neoNnYkTM7m5DbmiL6IQfWYV9tZxiymlYycdQ4ME4QKdP7kKw/KK5kKpkCNOKWXRU0fbPbuq0+8hQia2E3BOlQgzJ/hiHJ/9Z3YZvYoHJElEPsfQWDFNkHu1LRIOzYjicTjRU53MWgejc4ZI38eEveTWbV0gLiohZ5XAQE4fgYaeJRXvGbFFXqMQAwmLHDv9KDafFYfllz0+acK0QGHkS1gcm61rkLfXQC4v0V27PTqeW/f1xap9AROG0W+WuvhJ0NKlMYBv0iCr5h9e3fdO59wPnSSa87citn0bFhy+zUnUT/W/2aW/At9sQHXmD3EuOdU54PMIjhbsT3UNIk8ZdGAPMkKIRMQuSaG5qEv4N8r71MyxLkzIR1a4gjUQNQ9SRLQZKrEQ6WFyFilN8dEdPPcpKu5oSP5WYN56kwZ5p5+GWN+F0rxHYJT5F60s4ChOsTgIpsJ6DiFE47mjg46rGtmIGzbNeb1Bx92apOtYyoPI0MscKL0di93dLjKrEd+5nV2IGWWPsejGM+nfG92Gog8pHpuOo7OP/wQLD9509tzJQ1vkUhwrfJYldgQKEsh5M1hIbXgHBwv/hvnH7vT42g0CJTqjl/n0+AoPLqy22K690bkgr/JPLG6SHLM6IxbgVN7DGFJlYzJoTrqKXXyhT2cEdEZkhMrZHNWT+6w7ZLoOlupSl3qjz/clXVjrkMPvymJGQutnyKh/HZG9ByEw+2eHTd/O/XNfw0TR1K9GkoNTUPuwDgdbeu2cPLUu3JiDBAkytSBRJzVTjAe6/+r0KIhs0hmCfL0IisPOY5QKBSt0lR/17sRD0HbkeLRz0Ucsw9rVoJUW/o7O+jMrlJkE3OzEzR7seC18EfbNfQVJLR8jveFNKIdqYBQqWKdObcpN0J517CFHAJXa9YAuRH2GCcPGU4QiNyarOMwoCWUdnSIOkySK96sf5+QudIispv2DLHVpshoIJ4ZBZQYb7F/+eSYEHGMcidDBckR2H0D3WXcNfyk68RNOnyFNU2g7q0MGiQj3F/8LvZEj3UIC4zBmnHoUSW0fg2/SQyuJxpGZf0Z3zBKcCyQyOefcdpGR26IYF2vkyYKsqdMa3hr5/Q7XwiBUst9vdfrtUCtSfdqXwofYiJDBKk7b6d1UQOuSr0N23T893lcrjhpddCb4HD/HicAanUARc0GCBDn/ofMCuYG5irmyQr/32FjvBcmMcHlAxWFET8Q8fLH6EIT6XsiHG7Fyz6Us3scdZp4IX83/r12k33g4k/E95vCYW/lnu7gHo0DOHAuqM77v8z41qnR8dReg0Y/ESlrdw1zRkHSNi/Hqa5hR+ihSWt6H6Ox52HJWXO+LwIjK3DQ2pnGndezpK3FtW5yEYbbQ2UowwaKnfmWuT9s7LiqMB+YWm/eY3TmaTOpmxLhffKWoBEenDaFpcgqbiS0bz2txGFGb9l30hM9hLiLhfcfBs5iglcagKuOHAXEQ+XIZOReMxGu2PwIoHKeP6euBy99j/yRhGNexdZAgtrj8bgllwPX7gPAsp+9W46CWxZi5I1ElZXHzVihi8nyC1nkaBrWj82piWJoEpdZzs5Kte5KvSDWtiOv4EnyzFv0h073WENSyRCg0jR63sS4+22ExIanpQybisfB4qE25EW1n3ezJKcy2Tkb/jy//Bwobn4dMP+KEYoIIveGzsK/4ZUh0gYvwkWsD50JmZUa0w7nv8k9h+fiSSRNpCW0cOEOGzuB8gr7325ZtY+49CnU9ZpX8AiEcFpJJQOBNGDayHVB46kEcKvYs4OLK+vQY5ojSPqRFV3Mvorv2enVFoUXo+LbNqEt1jsByx/Ty33qsMRacfpI575xLN3tPx2ZPkNtYunTiha1Bzi9o4TM7QskujiSH2IslSExGznXD8rHzf6xcBF+XYKWaJsw7eicizo6rSXBdl3gNTs4ccfpzBd8wjHXbF0Oq7xg9xme0vMvml5+uOgqjfKx2QLdTLNSZXjX6dM5OP0XHfsT5PDEkt6/tzjn+Y6/3oblobPtWtMeuZu5dkX1HPG4/LEtGT9hMpDe9HfDzF835ZpX+GmaeGLVpN49eH9v6ORYdofhCWyyI7/4KcVsLsWv+f9EVHZi1BIrW9AbVFOiYTi7mMv1Y9KT9swPKpv3U58cngZcvzD16J5JbPrS7LqFjCzN3OD79t6hNm9rxWzX9agwnfRMpDq+BKxTV7I84jOYGTYM27pcWE/udJ7V+gvGiEUdBL43BRNE6rLUTh5Ej8v7mXpg8pAHojOZgXHOQIFOQuj41i4gcD3T/+j4NsiImx3V3x44dWLlyJR555BGsXbsWjz76KA4ePIj+/n7mBk8Xin/817/+hZKSEhiNRuTn5+POO+/ErbfearcvrVaL5557Dq+//jrq6urYttHR0Zg3bx4eeughzJo1i8VIvvbaiOCWoiXpYoUeK0hQHHZeI+Dz8c8PP0d9V59XK31bZzHqANix+FPkVf0ZSS2fsE4SM0+AflU+KrLuQmfUyMC4NXYdpp9+wuugvSl+pIvQLTwBmhK/wS6uUA2WQ+lGGDa6C/gP/dQ1sni76yiOZ9XeKzzul4Ry++a8DIM4fByPTotl/mswKYbIJFIgrfGd8T0HsnNPuw0Xb5vjkzDMSmTPwXGLw4RGbqIX+kw+uLSFdV442j2n1r6ColJ7VwMqbi87eC20onB8uWIH65icqgwqsjh1+g4qszAVEBjVWHzgOrsoSIFei6y6l5HS9B72zH/TJ2tzOsZwxTDO7tvSvF8iveENtzbO9AkcLHrB7jpyIbESJhVCyOd5dQ8LEwvQ52c3PhEtF7OCP3UJV3QPYXBo6ggDgwQJMj5Y1KEbNzBfiFNIkRkmx5kJiJwzisMxIA7HJ+vLMe/YnYhr38qKliOiKAHMfBEak65GSe6vYBQHNi6nKvMOtphLbplSXQcTezfHX8a6fP1BJ41jrmQKib2QzvEoPqDIZLEStiiG61B04j5E9RwcPUebwUdb9CqUFDyCtTuWch6L9oQXsbHveJhe9ojXbSZyUVgjiYVe6jyeEvN5iJCJ2GN3qg0w2kyoKbo+vL9k3I89LE3AwaIX0RthP74QehAmUtecxiHeIaHNOe5loiAXmsmGihk0xwsk/aEzsGuR94g3f9BJxgrdZMQ0OuQSyIDCu4HlT03I4wb5ekHCMEenSEADfLwGuNM5HmlOXBh2NXZjyOA8lg+TiDA71t7R93zVLNoeHbcu+xJXbM7xeg4xCmSo8CHKkeaNs0/9gjln2B4TSfx1KvcXLF7LFfUp1yHai/NknUP8FzmSLzlwnV1dg9xDzODheMFvUZf+HeYUNtDTPVoHo+g9mc13QwADonoP49KtMzEgD1yEj04ShUCSHiJFpkPBnp+9AY05P0JS5f85fY6BdJ53NYenWmFs78RHuAaKlriLWewqQUIn1XBtwB8jse1zHDFqYCYh6jj5rGZEEBIlG4nSFnpxQrfCdTsirO8EawD1BDWMrPxqPb5cvgUaWSLOBf4u2rAIdhfH9CBBxsOCpEi06iw4aetS7IG4ts+x8LC9KImEtlkNryOpbSM+W33MKZKeZ9Lh8i9yRxM+Rq8/K1i97MtCfH5xBSTycETLJax+KRbwMS8hDDvqO6G36RsqKPsN0pq9i5WspLZ+hLaWDWhOuIz9Lde2cLpfdOdOJg6rS7neSWjkSFvkMhSf+sWEzmFzav6O2pQbWGzntKq/oqDCvRCPnsfSA9fiw4vrYBG4Nz3gisjg2Y3WikzThs9XH8WaHUuhVNfZvR9mnpAl8Jzxo1FOJ+YmKjLyZUive9Xt50XftdmnfomOyMUYniQHMX8ZjL+Ijf34fripijwkKnmCHAYTlFJU9Iycd7Nr/jFuYRg9ez1fgU2rbaIuJwClaGRsYaW6Z9ijMMwaoxkR6l99LkiQIBNHXb/niHau1ParJ00cZoVc35988kkmFPv+97+PhoYGNu6/4YYb8PbbbyM7OxvXX389xGIxtmzZgttuuw1lZWV4+umnR/dxyy234L///S9mzpzJRF8SiQSNjY3Yvn07Dh06xMRhV155Jfr6+vDRRx/hiiuuwOzZsyf1dZ4PBJ3DznNyIpVo96Ojihx/jsx+FsenP8k6JSnuxiCyL34OKTNZHntcp3vnAhNPiDPpt2M8TKtyLmpxgVwh5GIuRVqe02vrj5iLLxd8gFX7r3IS6tBfXRHzcbjwOWhkCRgvTXGXILPxDZ/vR8/jUPHfwTcbWXa848CdBH21qTdDJ46CRNcBsbYLCR2bIXDIBrcKw+izLDz1C79eQ0LrRlRmcy8Ou1twknV/xV1M5ygMq3vdSRhmha6TGXqxetsibF59cNyCvolCI086+5sasb52BUVctMS5FlyK9L1YePCWsx1ZFiY0ownbwbkvwyh07oAbL/kVf7AThtkiNg5gwZHvY9OqA6wTlwv9YTNh4CsgMnsvXlal/wDjgeLINq06iNW7LoJE12n3vTHxRNhf/CK6o0YcLAgSZ2WGK+wWoSnSobrX83MlYRjtOz1Uhho/BmZdaj0OtPQy63pH++ZOtS4gwpIgQYJMfbRGEyrb+zCkMyJELEJBtApCwch5UG0wIkYhgYDPY130vTYRuIHCLJRj/9xXmT2TyDjABPK+xjr6AwnBaGHYF4TaLiw9eD1CBii6yYIhRRoOFf0dA6HTcbzgSRSX3G+3/dLngKP3jYwXKaJhx9LP7cRbcnUjVu66GGKHGEUSySV0bkX4vhJ2P7HJu3iXXMZOFDzh8jZV/2mohqqhkcWNCKvPjnOiunYzh86IvhPMfWtQmc3cLc4lJ/MfdXm93mxBGw3Az2LrRlOTdgsy6/7ld4yClT3z38GQylkknxHmPmZQb3R2UaNF4PCB8YvVuNAfMrZwLhHwMSNKhfLeIQzrTRMS/EWFk4euvwIVxw7jfOTTdWUI5/VDIpZiWf4sdmwLEsRvBpu9b6PpBM58BmRusLtaJhJgZWoU6gc0aOhXQ2sys/g+cvNNCZE5fTdj5BJ0awJ/Dp5MzGIlTuQ+glnlj7mtwZAwbPvijU4L155Y9+V8l870ck0z5h67G3pRODpiVjrd3phwBdIa3mTibFf0hs5CffK1o3+rBiqx7MC1Lp87LQ4Wlf4SSa2fYu/8N5jDtzdoP6Hq2oCJqsgdP1CkhkhRGO+irtGyz6UwzPa8HKijKu3rcNHfRv+unPZjFFQ9NeWjJel5V2bcgdK8h13cEljIgSt04BR6I+a6vN0q5CZHOy6umPQMO88eZ2hMyIUBZQ7n5yvTendEIyTGPhSduB97FoyvUdVf1C7GdlyhJr8gQQIJOX5LBSKXcWuuftsLD3/P7XGSzpUkcN698F2765ftvcpJGGYL7W/+3m9h19LP0K8zuq1V8sxGZNe8CF/JrXpmVBzmWI93h14cOSocpvN5cstHLrfrV+Uirfm/E37uUKgbENF3FDJ1o0dhmBV6Pvmnn0Dp9N+M+7EHVNMQNljmdTu2zsQXYMuqvZBoWjHtzHMQ63vQH1LAHJvpNn/ojFoIE08MgUXv8fxSkXUPcqv+6j1SuuwR7J3/FqYy1BxWmvMgZlR6/6zdfXd95URHP2bFhI6IwyxmZNS9Cn+hz8MIEQ7MfRkdsRdhonEUgLQ4xmO6oL5/GIUT+JyCBAniOzqjiTn/BQLaDzkESoSTFy1Jgq+XX37ZzsnrpZdeYsIwuu7FF1+E6KyYVa/X45vf/Cb+9Kc/4brrrkNxcTFzGnv33XfZvw8cOACBYOy8aTKZMDg4IuS3FYfRv8lJLIg9QXHYeQ51i1Ac2dG2fr/KHCahAmqhe/EBde4v3Xc1wgdOOd+XJ8S+Oa+NduL5i0Tvn40/xQUtTgN23eVeIMaEUSljlsK29EfNxweXNiO++VPkVf+F2Ty3x6xEefZP/HatcEVV1l3IaHzDp0kQdT5sXraDLV6aBQK26FmefS9Smv4HsaEXalkS6pOuhdbBEY0GphTjENe+BQKzjhWJmhIug0aejAX7b/J7IibzMR4houcgi2aiBVe9OAK1abfgYPGLuGxzntfnUOOioEr7KeLQYSQxD7OujbLcqRvtc7LgMYTvPQGJvsfpNhL8HZv+e+Z84khYz1Gs3Hup3XtAwsa47t24bFMOvli+C2pVZsCep8CkRmrjf7x+LxLaNqI54QrO+z06+0+Yd/SHHj9LvUCFpiTXToO+oJdG4bM1J6AaOI2c6r+zTr3GhMvQkmj/fAU8Huu2U4rtT4kFUSr06wxeIw3oOEPCsBi5GB0+inXpvlZhmCMHmvsQrlIhVGrf3RMkSJALjy9qOiGVjyxi0oLQmX41ZAIeQqRitNtESgp5QHa4HHmRKlYQLusOsNsgz1lQP5WYfeIBpDe+aXcOCR2uxkW71qI1ei32z38VUl078iuewuwE4HjLyIUOzbqYWawI7yimLij/nZMwzBaZrh0N8VciufUjj86fJKg7UPQC+sJmsQJvUtMHUA7XQKGuQXTnHghtYjsNfDnOpH8X8e1bnOLHVcPnLrKJxVjkPIBmh/Okp+1txViHZv+NOdA5Omn5slBtchNXrxIJ0DighkosQpjDeZG65gPtwso6eIVhzI3DsfHCcbsT+SMZpmESIRYmRbAYupSzYrZPqtpg8OJC6is6jcZOGEbxabQwNRUQ8XmIkotZVzUJWV2NoSx8MdTyVNDyGsVykBAnSBC/KR2JCvBKyT+cxGHsOyvgIytcwS7eSAuTo5JDl/1UpybrB6jJuB2rty+GSjMmRtYJw1GRfQ/OZPrWpJN55kWXwjC7RcbSh7ElZo/L48GeeW+ySNuU5veZq731nNqUcDlOFDwOMzkMnmXu4du9nk9ievYy14u92a7F2u4Yr6iKajjNiZcjUAy5cadWf3wTPB01AykQ61PlQ+cQcdQatQrxXV9OeYFYaf6vJu2xhCb3C6xW9zo6V5OjnS+xyQMheegOn4PI3sMe4+A6opdx3qdeyN0JOKbrKyiGazGsCJy73mSgEAWXOoIEltjYsThHRxx/2/MPftdrWkR09x4WIWkWjY09Ivq9uwZF9J+AN9lkYusnfjkphQ6ehmqwCoOqbHbcie3a5XF7tt6S/r3Rvw8V/g1DinRk1L02Goc7ci6/AmVZP8b6HWPNuRNJdNceZFeNiZq9kdHwRkDEYRXZP0ZKywcetyFnMBrbWNHJ4nFyum9jFbf7Zo6vdyO/6s9utyFzgaqsOzC98g9e9+fpvDNVoO9gVc49mFbzvMd6jivKs+726zHr+jRMHJYSIkVXW5XXaHR3GIQqHCh6Hh0xqzAZKEQCNuexxcShRqE2WjCkP78bY4IEudAggXhg92dAjNB5LXqiKCoqshOGEX/729+YQQZFRVqFYQS5h/32t7/FJ598wsRjJAij8RY1zEqlUvAdEiZIKBYWFjZpr+V8JzhjugCggjo5SlDWLOXMG4xmdAXIVYJEUtuXbUZc+2bm8CXXNMEkkKI57hLmJBWIBcS+kAKvkw4r5BRGgrA9dSN/0/9pzcE5PmJkkNijmo6Smb/zuM/WxEvZZaIws0UuW28FF9vQ7TwB6/KoTr8Vp/N+6bTNoGoai8rzCI+PttjV7OKIchyLjRYeN3EKdSit3ToXcn37aLFQZujG7NKHkV/6BPoVOQgbrnT/OOCjIuc+p+vT61/3Orke3bbutQkTh41E+GjGFeMzpMzCjkUfo6DiD0ho2wT+2QXHroh5OJ39E3S6Keyt2HuZ2wIsXb9m5wp8dKl/kxJXUFGA3MG8QYJFX8RhzQmX47BZh+Lj9zFXFkd0glAWXxBIx5rBkDwcKfo/l7dNi1AiM1wOqdC5O4vcAhYnRaBpQIOTHf12Nu3uXMDIMURn8r/L1RZaeKroGcK8hKnphBckSJCJ74TU2AjDCKMFqOpVo0drQO957l7iKykNbzkJw6zQdfGdmzHt9FM4k3UHqtN/gJcTnkTRDf9it+9c+C60CYud7ic0DLJYS28ktH+Ozy46iAWHv8eK8tbnQNGT/cppqE3/LhoTv8GaLnIr/ozcqr947PwWmdXIPfMcxksg3UEMQiX2zH0TPZGunS+4kH3mBfDGGbHo7n070DZW8BULeJgZHYKUs6IiKnSKeYDeZqhI8SbTqslZhfs52Xp36tw+mf8IuqKWMGfeddsXQuQisom2b8u9G1mpucxRyFG0ZjCZXQvDLCYmwKf3i8bnZp4YrXHrWbG+L3RkEZkrL+85iZCISJ8WmycKAQ9YnR7NxHFmiwUfVXp3J2ke1AbFYUHGh4ljY4Z5/OdM+m4vSAzH/ube814gBj4fWy/aF5BdZdZ7F+gph2vBN6qZU6kjdO48NutpnMp7CJG95JBtRk9YMfQSB1cHiwWh6ipOz4nmqEdS7uX8GugIOiRNhELb7Nd5lb4NZ1JuRlzbF0hveAshA2WsvtMdXoTTOT/1q6GyW2tg5xHbxbyazm6kc6jrBOKMoBWGYvvyrU7X71/wBpbsuQrRvfvtHmciIi39xeIm3psc7KyiBU8MKLIQMlzN6bFI/NAZaT/GDEUfZuen4HhZw+h15UcPsVqStRmEKy2zH4Vq1/UuazMmvhTHZv6Rs8uPNeqVK/R5hvceOe/EYcdbvX/GQYJ4Qy6XY/Hixdizx1nYbIvjb5uiArn8tgrKn0TJjN/aXMtlXOF9m5hO74kd7hAaR9w2jk//HdbuWOLxmK6WJsEssmm64glwetrPmDNVeO9x5uBFDVPKoUrknvEvMcYfCip9i6rnWwJTvyVRXV3StUhr+q/bbSiueyKTTspz7mcGDJn1rzvd1q/Mwfalmzjvi9Z3zhc2rjnBYjpJqMXlezYkS0Fzon8N6fRtGTYYESoRwR+rC/ocSnN/jra49ZgsqMH0orRop+tDJEJWV/TGiY4BzAgJNq0HCTJVMAa4+TTQ+/PG3Ln2NWe1Wo2SkhIkJCTgD39wFi8bDCPHqfLycvb/kJAQbNiwAZ999hkTml1zzTVYsWIF26+tsCyId4LisAsEKlTmRY24XZHDRFeTsyvReGiLXcsuE0HZtAeRU/MCpwEcrXuQU1jn0IhzmKPAyiog0gtCsHv+m+iPKMa5JqnFs9MEQV09W5d+wToDfYVv0iCp5WOE9Z9iQrTW2LXojpzvtJ2J77+jQHM8t0Hrui1FkBtcD4/F0MIy3IDu0Fl2C6ujz48nwpfLtkAniXK6b1TPAc7Plezv+SadS/etqRLhQ8VhclKjiTK5b+lFYdB4KNKl17zstfNLABNi2ragI24NAgFFW3HbzvfTSGPSNWhMvBopDe8gq+5liAwD0InDUZ59H9ri1nHJig0IK1OiEC7zPGjg83hs8fmwzaK0p0niosQw7Gvpg3YcMQiONs/UzROMXAoS5MKD4iL95XyPtfKH2SW/9DhWZLEQZ55BwZlnoBVH4nT01aO39YUVwpXkWKprc3K5coXQrIPYOISdFElJ0ZuGPnb+c3Sazap+HvlVT2MyIGGaEWKIoPWp2E6jCXru1tdNwvzW2NVsEcDJkdYHio79CJH9R13exvX5GflSaCXuO/Ot6E0Wdl4m4ZU1EtrxrKuWJ6Ns2k9RUMF9gcD2efaFzhp5LGkUvrhoP+YcuxsxXbtZfBS9h/Q8K3N/hhkX3Yd4N+MWV1dToX3Jvm8iuncsQo1v0TFnusTWj3Cw6CW0JLiOF3cFxaZNtjAsWi52cgSLkokxNz6MzUkJEodxKTHRdkGCjIsscmDgcNxNC8wiTKxCgrXp0ajtV7O6C80RyeW3qV/jQRJ8YSM6u5jsCTpKiYxD0LkQh1mhBVNXTW5W+GYd5/MJNWDFt3wOX7CMo35Azyu74TV2sUWhaUByy4eoTb4Rx2f+3icRD1HaNYhZMSFoG9ahoW8Ys/+XOSkL7H2qPHy1yL0Dyu7F74NnUGPR4e9ANXQGBlEITmfchXknf+yyAWyy6Q6b4/L649N/yxxOPb2HvSEzsGvhe1i9cyXk2havj3Uy79dMbGk9x88q/RWLSt3wXSNrZKU0bsfaJUFVFC4zAVPiEogvfRPYegcsQ01n2075LPWAmgt7w7kHPkVIhDDpfGvCo1rN+UaLj27uQYK4gsbXu3btYouWxKDOgC/rx1wyqWnY6gxoCzXUB+rc6Q8aqX/zOXK1Iidoa826JuVmZDY4i4zG6vdfuLyNnLOLSh44p27YvqCmmMcAcWzm0zDyJUhvfMfOeZqEvKezf4zK7HswofB4ODHj9ziTfhtrRFKoG6GVRKMh6Rrmbm7FIFC4bHyyRTOOusBkYxGIsfmiA1AOVmJa1bMI7y9h5hbCs260o9uxuPLZ2LH4w3E9Xm2fGgkqGUpkSRiSp3EShBI6UTj2zXt99Hc2GSSrpCiOD2NrG46kh8nRw2Gto0ttAILisCBBpgyBjk+f7Dh2RzfW3t5eVlNpbm7GY4+5mDTZRHxboVjJJ598Em+99RYeeuihUdEYOZLR9STwD+KdoDjsAiRMIvLiUzW1oCJcY8KVSGnhNjij8YzCIXFGJwzBxvUj6tGphqv4QNfbuY9icEds+1bMOX6vXfdjTs3z6A4rxv45/7KLALDY5O/6An2Pyqc94HU7Ve9JyNwIw6xIoEVFwuXYufhTzDl6JyL7DrPuTRIItlMh2M3ilsWHEqgBkoALw1xF+AQixociN+nijRyO7iJUiNwSIHHYgCoPGkksi9PyRE3aLW5vmxahQF3fMHSu6sM8PhpSr2eXc0FBlNKzMMxsBt6YA3PncSbuvBI89KkKsGfB2zA4drHbQBGRtGC0rbYTwwEQiJF432ixQDBl+rCDBAkSKI619Y3+25sjJZ1rpoIz0LmCHDiEFu8LPdZ3iOKtcmr+Yff+unoPDSLudtNmq4sqRW+66PjlGzXIK/8jJgtafCXhvbci/5gIjNxsJTg08xm0x61mwnu+2YC+0AJoZEnjezIWC1Kb/ze+fVCkauQimDwIBxw52TGAlBAZc1UhVz1HwnqO+eVkEjZQityqZ3DqbCSVXhyJvfPfZv8mJzGKJjULpWzB3lWh1YqQz4dUwIfWxlG04PQTdsIwW2hped7R2/FZVAl7zKlIlEyEpcmRrHhDdvb0f4VYyOIkafGMFsGtCAxaDBvMHo9xIZJgZ1+QcRJb5H0bmhsW/Shgb7VMJEB+lIpdrBTGhuJDDm55FyK02OWtlkHulFzmvZ4gZ2lfjulyzdhiHR2byIXe01BKYBiekBkX7TOj8Q3opNE4zaGuYkvDgAb9WgNzEZtW/kdIfIxN8obt+8mEz+JonM79GRoSr/bq5G0RybFnob1DylG+BcXHf8zZ9X2iiOw9iJD+UgyEFthd35x4JWq7diG98W2nz5qecWPcZTg850X29+YVO7ByzxUIGTzt9ntB9wnvOYL65G8xVzyKM01veGPkRqpbOpSlKJGhL/1K9m+uLSJsvSbzUnbh9dWiraUUhw2pTLzOBbp7SqgM06NozAJ8Um306XfkqvF0qnO+1MKDTH1o7kgxRwT9T9Wt9RoX3xWxgDVEe43DS7/d7jozTwCBxbPM3CjwPk+qT7kOudXP+Hw+a41dZ9esfWLm7zEQko/8iqcgMfSM1uY7opbiYNELMIid59EyTQuW7r+W8zqIq/dFLU2EVNsKwSQJjQ8Xjt/Nm2/Ssrp9ev2bkOlGxoJaUQSGFJmoSb2JNf7YRmQHAomuE+n1/0ZC22cQGjUYUE1DTerN6IhZgSFlNkrzHnZ7XzrHuxP+WanIDNy4ebIYUuXgSNHZz9NsQGrDO4jp2gWhSc3WOKozboNOGjfux6nr12BGTCg7PpxJuxWzyn7t9T69oTNxZNYzkyYMI7FHQZRqtJHOFVRHOcKlET7YzBUkyJQiVBJYSQ85IU4mjnV5EnURFBl5+DA3UxYSfz3xxBPsUltbi+3bt+OFF17As88+C41GgxdfHJnPBfFMUBx2ASIR8pEcImOFJEem6uLj4aK/s8F0YvsmnycwTTEX4fTCF5BZ84+RaCCLhWW416R/b9IciDyhlnNbcFP7uDAX1b4DCw7fZteNYiWy7wgWH7we25dsgoUvBMwmhA+cgj/UJVzNKT500ZFbOX120yqfRXXmHaNFNy50Ri1GVO8hTts2pVyDiYYifMipYbJ+LwKT82/ZFTThCRT0valJ+y4KKn7vdpt+VS46olzHYBIVPZ47kc4lVd1DmBZp7/hC0CLnoapKFH9SwNzYrL3dVOCOGDyFS7fMwOHpf0Rj2g0u9ysW8Nli8Or0GHxUNb4FIjpe02KrXqOG0eF7RoOgr7NQJEiQC4Eh/Vjx11XXsaMY+Yk3P/za/u6lus5x3Z/eX1fvoU4SzeLNSQzkiWFpotdInczal5mL10RguwThyzeAhGH7i/7BOn+H5Wl2EV3tMasC9vyiu3YFZEF9WJHm8/tC8x1W9LSYETJYDoFZj0FFBpbs+QbCh9wv6HojtfEdlOY+CAtfbNd0Q4uxrNgaqfRYbLWSHibD6e6z4yGLBZm1L3ncnsYdM04+hCNzXsBUQy7kY1nKyKIR/Y6sMZo0dlqyZAn27t3r8z6pYzlIkImFB2x4c8LfZBKKrkqNtHMVuRCgKBpX4ltbWqNXe43go4VIVpcYJ0a+nEUzc8F24ZqcmxanjbjQux9KTexCdGbNS6jMvMsnETTFfJAwjKBYrkDTGHcp2uI3sKjBngj/Y6WtkDsJOaSQEFqpacS5glzXV+y5FJ+tOQGjaGTBwcrxWX9CY+JVmFn2GEIGK8CzmNAfko8T059AT8S80e3MQiUOz/ozVu2+2O3j0FcprfV9JLd9ggOFf0Naw1sen9e06r/iwFlxmCPhvUcR0/UVez494XNG6iw8HhOZjxKWjriwdEhrO6HXc3cgTlBKWZ14+Ox9yFlIrm31ej+9UIWBEHuB3fly3AoSZCJYlRqFL2o9z0up+Tm79iWP0fYUKT8YNsPuuvK0HyK/9jmPYtSTeY+MuhSqBitY4gMJgWzPr+SezDVC14pWHMWinR2pTbuZXZRDZ5h757A8lUVBuyOz9l/jEoYdm/YI6rJ/gJj2bVh86KYJb5EdlKX45L7oCkouWXTwJsR028ePSg09kPb1IKL/KKoHS3GKxFpuIo+tyDTNkGrboZXEQONhLSms7wQWH7je7jNWqmuR0L4JdcnX4ejMpz2uh52c/hvEdWxjUdqu6AmdjYbkiV9b4YJiuBZiXQ9LXBlWZXK/I1+E+rSb2CXQULrHaKR4+q0I6z+J1Ob3nLYzCmQ4k3YbWuIuHvf3zBtzYkNhsFigN5lZE0uSSsrWJjxB83khj8ca0j1B6xJBggSZOkiEAqjEQgz6MBdwB+2H5gjnEpVKhby8PJw+fRp9fX0IC+PexE2kp6ezy3XXXYeYmBh8/PHHo+IwwVmzHJPp6+rx7pmgOOwCZWZMCPq0egzYLDxO9cXHg3NfhlzdgNyKPyGx7TOvFrdWWuIvx+Vf5LKYFytRfUcw8/Tj2F/8j0nN8XYFuaLNKHsMQg8Cn86IhT4viE2rfcGlMMxK2EAZ4ts3oyV+A5uU+vuJtse7L4b5s3ArNg1ArO/2yRGhNuUm5Jx5HgKzzqtrWGXGDzHRkDBMOgn2lDSYbxnUoi9sBuK6dnndvj/AhbuKrLtYwSGl5QOXHeL757w8JQSY/qC3AC39aiSEyu26Yajj/+JNi5kwzBX0auecegBtsetgkDl368YoRjqsKQYyVSVD/SA3YZ8rPB2vFy9ezCzuv65CkSBBLgRUCgUbd5Uf9S5+pm3IwXIyzj1TEY3U97gHcgihheA9dZ7fw5P5j2Lp/ms8jpMqsu/1er6jovlE0RK7HgfmvIT12+ZzijiyheKrWxIuxUQiHw7MAjA5cvnKgM4I4yfXYV3jXhbfRZgghICzJ4drqNgu1XawwjyVS2dGq2CyAFIhH4kciq0EFWvO9I6JGJSD1RBw8LNIavsUR1hkOJAaJkdDv8Zr0TbQiM4KQuhRxXwe5ieGI1ru2pmXHMO4CsNsXXfJdYmKUUGCBIzEpUD3XoDVBXhAzGzgoueAhIUT/iZrDEYWB58RJkPLkM4pYp7ElSSk1NCB5DzCmzAspe7fyKnzLGalSKPKrLsC8nyOzngK80/c7XW7vpB8dGVci8Vpfx0dB9D/KW3O0c2JqE+6BuE9hwH9+MTonhCbhhDbuRMt8RdDJeRj0EeXaS4x2L5Sm34ruiMXBHSfzQmXIafqrzjXUCR4XsXTKJn+G6fbuqMWY/uyzU7X0wJvTOdOCIzDrL6V1PQBpzoa1eUWsLjKsc+UTtvWWMnR/Q+UI771c7Ta1NjIaWfe0R8gspfO/GMMKjJxoOgFlKKANf82DZIbpxEKkYD9nysJLR9DtfPPsOjaIOeLURy5AvuLXsTKvZd7fW0kcjkfIQf7IEEmAoVYiEsyY/DZmQ6325C78LHpT6Lw1M9d/sbotLpjkXNySkXBQwgbKkdC5zaXzoZDslTMOP04ik793C5fwwQRGpOuxLGZfxoViW1dtg0Xb5vjNeaXnLFb4tajNPcXHtckhpTcRDnJze7jiD3BRDYpNzNhGNERexF2zXsH84/9EGJD34SIxOid2bJq37j3k17/upMwzBZaq8qpeRESXTeOFP7VrTi4oPz3iOnebbdOVJb7M3RH2Ls3krHCokO3uBX/pTW+jb7Q6azZ2x3U/LRl5VcsiSahbdPo+IIiMeuTv42TBb/xKmSbaOLavkB+5dOjTXzM3VQSiyOz/oyOmJV+71fC50Hnxf2PawTbyPkYODL7WTb2ISc3Ep0bhXK0xG1AbepN0AbAqcwbuREKpPjZcJWgkro0F7ElxWbdJEiQIFODtFAZSjrHH0+dPkV+3/fccw/uuOMO3H777Xj11VdHXVutkDsYrYGmpaWhs7MT7e3tmD59ulM8pU6nQ1TU2HptRMSIc3lj47lrWprKBKuxFyjkXrM8NYrlYFd18wK++LgkPgR7WwcC3ltJ9qpHC5/FYHUOZpT/ltN95p64F3wXBT4a3C48fCt2LP4EveHFnPblaxynSNuOtKb3kNb4DuvwIEeGhsRvss4BcqMgqFOxdNrPMatspMPHVScB6yDxAZ5Jx7oKvVF4/D4UH/8R+GbfrONt0XEUcVl4QsCDWM0KPQflcC16fBCHaWXxzLaaimbkCOFyG0EY9i18C8PKDFwI0JJjUWwoKwLuL34ZV3yR7fHzo8/3+Mw/BPZJ8AQ4XPQc6pOvZeK86L6j4PMFMKSsxRcZj8Howkb8fOJIx4CdOOyTqjbIh2shNXru+KfPYeXeDdh8kX0sVOTZmMqWQQ0OtPT5FWdAC6Zcjtd79uxhi7GOg6UgQYKcP8xLCGeCfBp3eXIQ9Cbs/zowqMpmEeIS4wDn+5CWixxCOodGHENsHXRtnT+7ohbj2Iw/oLCECvjOR+6qtO+hLvVGr49nEE3c8ZhHsQj1b/ksDCOExkEoh6qglcb7Jb7igkaRGJD9UKykryTvvAnCpk/sJrXjFYZZsY3UGtAbURTn27jncGsf9DbFZ5l6LOLME9aFHJK3CHj0rTzbnWyxsOOFNyfoQGCwAFdNi/f5flSksR2bUGd1Vc8Q6gfU0Bot7LcXIRMjO0KBJFVg41WCBME3Px/JfaJ4eA4CzkCgMZjwZX0XdDbxsTgrqsyNUkImFCBGLmHxt1tqO6ht9YL5oJLMLSg+9aDXOequeW+PP774LM3JV6Gl9UMkdGx1u41eGMKiezTKDGy6PwHqrpbRcYCr59enmMZcNhJaP8W8Y3dNqFOJ4GwD5KzYMAzqDTjhQ1HfAr5HJxpfMfBlAReGWQkb9OzIyhV/a1hWkpvfdykOc4ScWuYevQPRPfv9fizbZlUShi15Dtjr4rQv14w5tQiMaizZfy1UwzVO26mGz2DJgW9j+6KP8LnzzZxYvvtSRPYdtbuO3E2SWz7AibxHMKP8SbcNp9Vp30VN+q0+PR65i3iL3PMHx4hub0TIXIvZgwQJlGOHQsSHJzlFXdrNzHV6ZumvETJUObrSQA5dOxe9D7Uyy+k+qoFyFv2qFkRBaupiNWEWsyiJh1zfAZWm3uVjCWBAWtO7CO87gW3LvwR4fOhkcdi49iSW7b2KPf6okIwnREPStajKvAMi4yCGZcl2ztLjhYRc3tCJwiA0DrNjD72+fmUujhQ+i/5Qeye1rphl2LiuDDJ1ExPckBM2uV1NL/+d0z6tUjmukca01Z7iVwLS7JxR7zme0fbYW5n1I1bXsCWy+wCWHLgOArO9A3l0zz4s2f8t7Jv7Gjqil49en9TyMaQ69+JEq4NbTep3PL4+irk8WPwPCExqhAycZjPQ/pA8r5HSk8Hskz9HesPrdud/+rdM147FB2/EHnpPYlf7JObKDlcgWi5GlFyCjypbWdOXv2SGjcx100LlKO0aZO9zW+wadjkXNAxokRel8qt5nMxFqLmFnGrdndenRSihUw8F4JkGCRIkUKSFyVHdq4bG6H9tgeoUqWFToyb3gx/8APv378drr73G1jxXr16NhIQEVl8sLy/HgQMH8NZbbzFxWHNzMwoLCzFr1izMnDkTiYmJ6O7uxkcffQSDwYCf/vSno/tduHAhZDIZnnnmGSYei44e0Ws8/LBvWowLlaA47AJGxOcjJ0LJLhsOH2BCgpL2ftT0a8a9+NhvMOPKafFskaJzWMccd/a2eJ8EcIVsV0lwRQURV+hZzOFILjbr/hS7HvPSVcXHf4ytK727LhG+jA0Vg9VYdPi7ds9RqGlGbvWzSG38D75a+N6oUOlMxu0wChXIq/qLXTGoJ6wIJwoe89leNmzgFKcimcQ0PgXxsDwF3RzjBRoSrkRG09uctjUKfFclt8atw9bl25FR9xoS2j6DRNfFLLQHFdkoz7lvZBB+AbkoUemrtHNkEdwsUqArfAGie90XK/tCpk9Ydn1n9HJ2+UZOHHuPhRYLjJXji0ycCtgWLsu7BtjkMLv6b5x+WwpNk1PBcnlKFLrUWuwfx7GQJnO2YpHVaVGsO9HK8PAwYmNj/d5/kCBBpg6hMjFzGfy6uoH5yqHC53yOl6BhAY0RrVjHuiTCfe+hucir/fvo/qz/pzODiS9DR+QilOX9AgMh+Zweqz1mNXLq/oWJIL5zG+si94eCyqfZhV6XkSdBSf6vUOfjYp83OiOXjHsBt181DZ1RS326DxWyo5o+wUTQFTYHOslYx1m3xn7xVK03oKp3GK2DWubqRYWVnEglElUyFi/Xo9Gj92wUmBV/iu30GATNuR66/gpUHDuMyWJIb4TSR2cvEoY5CteLVUoUkWOS0QwBb2RRLUiQCWWShGF6oxmbajpc1hBIGFrSMYiLM2OYMExnNGHQwdX9fCemzPu8icXuNf0XJaGPBuxx9897HYlNH2BW6S8hMfSPPo6ZFr0Tr0ZF1o9G6zCHip7H3B1Xuq300P3Chyuw9KtL8dWKL2A5djfnxWV/GFTmsMi7GKUE0RYxavrVnL8XFDMl1wVmDk6v8EDhC4joOcRiwnTSmIDsd2TnpgmPAuMKlzQCcglbuvcqqNS1AXtcqlE6CsPIzVYmpriuWaPXpTT/z6UwzIpU342MxrdQ6mMzKVF44n4nYZitkG1m+ZP48OIqpDS+h6y6lyHTtsEgUrJIS3I7cXSr8UaUTMQaX2p6h5hrKonMAwVF9p7sGEDTkOckASunu4OL2EEmFhJLdPV7/p51Ri/FthXbOe1vztG7mGjT1bFToWvldEwNHapEZs0/cCZzJE3DII7AthU7WASlTNMECwTQKJIxkQzLkxEyVOVxGzq2HCh+EWJ9H2tc8ha1TC7O1ohFmpfTMWpa5bOI6KM5EY+tWZRn34dp1f+HeA/Cccc1ic74dRgvLN7TzbqVK9LrXsHJGU/aXTf71C+chGFWqDl+dskvsXnl7tH1jmgPLmVW6Lwi0zZzEuabBHLOhgrjQaTvg1zbDL0w1GNkJiXNOArDbKEx2pwT9+OztSc4P/bChFBEK8YEEEVxoTjUOjJ+9BWay2addafMCJezJijbZrBzgdpoQkO/GkNGE2p61aw5iwRxOREK5ESqvJqLXJQahV2N3VC7cLSdHqVikXPczr5BggSZTN1HcVwodjf5F+VM0P1pP1MBWg8lx7ANGzbgpZdewqeffoqhoSEWE5mdnY2nn36aCcYIEog9+uij+PLLL7F161YmDCO3sKKiItx7771Yv369nXPYe++9x7an/WrOrrcGxWEjBMVhXxPoB0aF+vnpchgau9CpGV9HfdOgDtmRI6r0GOXIQkecQoO24cAMF8iGefvij7Ho4M0IHSx3KuqIzxYBCeoCpUILuUO40gbRQJ2ERLYLPOOBDpk0XJpe8Xu3kwCZro11nW5f+vnodfUp16M++VuI7DnEummoCDcQkufXc5Cr7YUpE0VFJr2p3E4Sx2f/CelNb3udtA4qMjCg8u91U+dVScGj7PJ14IyNkHPX4vexZO83Ed2z1+k97g2Zjq8WO9uSBxLqFqFuTVr8ZMcTER/DhkB7B04u1veRJlFl3SPHGJGRW5ytFersK4wJZbFPxO7G3vE/L96YWKTLxEdM0B0sSJALlssyY/BRtefOz0A4nU42M6OVzOGi5KzIORBQvMSx6b93G9HhDr4qCrlFaSg/OiaqIXfG1PJDLp1nad9Cs4YtqFl4I46QXKBC93gFUu7gBWgfIosORaUPo6D8D9i4vjxgonoLT4BhaRKUWv/Gp2ppPA4U/9Pn55NX6znKbDzQ3IM6qalgThjJiYjGonoj9jT1YMhgv5iv15tYkfl4Wz/WZcaix0EYRvSH2Nuee4JipjSysThVEo07CsNsIxonAupC9FUc5mlsIxcFRWFBLiz2Nvd4PBfTbUfb+rEoKWJcDgVTlfAubnFM0V1jMUmBojnpG+xiddcUGQZgEKlYVJItvZFzUZpzL4BnPO4vaqgEWVV/A8ma+BM0wuoNnYW+sJmYHxsGs8mEgR2/wvKyF8E3qmEQhuJk/q/QnHSV2/sfKHoeK/Z9Y9xjAhbNJAzHkiO3jP6tE4ShbNpPwROIYBCq0Ba72i+30fi2z5Ff/oeAjIdoHx2h8xDbb+/W7QtcmhKTWz4MmDCM3GscxYXtj4w0KlDcuZkvwsJDt4BnMaI7bA7EpgFOMW3+iMMSWzd6vJ1vMSC/4o8oy3sIDanXY7x0aQzY09iDfn1g409nx4RAKhIiPzoEbepOcElj7dK4ThsIEiRQpIYpYHsG9Obqa+ta7UhuxdNIaXEdx+jrcTS36tlRcZgVippUe4iMDCR1KddjZtljXrehc7U/omSptg25lX+xi1+M69wBvtmAU7kPIXSgFHJtq8d9MEfTBe/5/Ngu98UTwMQXu004cUTVW2L3Nwm0ac3LE0p1LaK7d482UfEsHOvwU2TcKVc3sMhMavK3vk/dYcUoz/4x2mMvctp+3qHbvX7vJfoult6jkXFzL4+S2zdokXt186CWxcD7ykVp0azpgyBRBTliB2otdDwcabcfT5Bg7VTXEMq6hrA+I5qdR91BDavujk/HOgagVClBFh1BggSZWsQoJEzsSvUGX6H70f0nkxUrVrCmV09ce+217OKJsLAwPPLII+zCBRKc0SWIM0Fx2NcMOtkvTYlGr0bH3G2og5vwVSNKY4ZOtQ41fWoM6IxMkR4m4b6AxgWjOBxfLfkEYd2HsOzgdRCaxiZbVFghQdies9149H/mIOZmkS+Q4jB6x6SaZsS3b/a4XXj/CZYb3xc6Exm1LyF0sAL9IQVoSLoGBoc4PpG+F2J9L4uiNIo8q/ppn0UlD2AysObOUzdMfPsXiOrej5D+UoQOlbPPg6Ik26NXsO5cvSgEJogghOdoycqsuyfE4Ytn1iOt4U3I1C3ojFqCzpgx2+VA4O3kNRnsXvQeFMO1zCJaNVQNtSwRdSk3oDe8aFJctj4/04HcSCXyo1QojAnB7ubAuQWeC5RiAer7hu0mUc2xG5DS+jGHe/MQIhZidfqIHSlB3TmBlstRF1KfVo/8qBCESZ2PsbRIXdevgdpgZB0/kTIxW3xViIWQnJ2wBgkSZOoiEAhYdNvxtj7U9mtGa3hKoQDzEsNwpt35fEkRtikhMhxzKABNJYwWwGDyHjXtKxTR0Zh0NSsKJ7R9zhbgaIyi8CBKqkn/Hp5480ejcXxcnXIlhl7MKHsMe+e/wbmxoTNiIWJ6uC2Wn0vIWfaSL/KxcT1FSHDEYsH0st8grfFtiM7Ge6plSTid8xOYBDKfhWFm8DEQkoumhCtRm3IDDOJwn+5P5+AYDp3T/hI6eBrFx+7F4cL/Y45fMiEfWoMJW2o7PZ7rySnj8+p25Ec7j+eNknD2uq2xke6gX/26L+ejJvUWnCx4jMV82/LynpOQyOQeF5oCQXAcESSIZ1yJQB2xLhhJhRfeuNzscGzytHg6kVj4Io+xWFk1r4z+e1g/UktydegsqHgSE/VMDQI5js34PWbHqBDZfwT45zKE2azcCvVazD9+NwwnHsChi/ejjT82x7TSx9zm/WsPoHtQ7WZAmY2wwdOQGccammiPUlMfisrGBEhGiFGd+X2U5f6CU+2G4tCW77kMYg5OXVxpi16FA8Uv4bJNWRD4ucrdHH+J120otjtQDCoyETJcbXcdCcOoTkmvgGLUBMaRGkpC9w5Or4pLTJsj5BIk5hDFnti2iYnDAkUghWHhUiFmRIewCDCCxOorU6Kxu7ELmgtRbRvkvGNJcsTov73NL6mhgxICXI3bp535W8Cek9jonxtSoKhNvoHF+Yb324ugrLTErkVbjLMgiAtCwyCW7vumS7dFmhPOPX43vlr4Pgoqfs+iF125gFLs9N55/0Zf+GwEBB4PLXHrkdzCpYYMhKjtn7tymJswmbazisO6IhYw10lPUFyobZPRuRSGrdhzuVMMZmTfESw6dAsOz34GjUnftLstqte7SzZ9torhes7iMBKCJYXI2LpOde8wzvSpoXZo9OJKl1rH3MEpQSlcKoJiijc/UdVhU20nrsyJd7tNWdcghj28H8fa+rE4+tzHjQYJEsQZireVCwU40tbPKWKSTD+Kz4EwLMjUJCgO+5oSLpPg4sxYu6gyX9nVaG9bSIMjEom5y6n2l5kVv7UThhE0nyKnsM6hEecwr52RUufi2niI6Ds5KpzyROGJnzBrZ9vp38yyR9ASdzGLR6IOkdzKPyOuY+tIFAJ1FkavREnBbzCkzHR+3O4DWB6AblGuKIbrENZ3EgsPf4fZzDujR2LbZ6wDxChQeBSG0edQNu1B1Cd/O7BP0mLBwoM3Ia5z++jkL7fmOda9czz/cdSn3RSAh7DgVzdSHMW5h9zTTk5/4pw9fnn3EBMhZYUrIVt9ygABAABJREFUwOf1wa+fu9mI7Np/sAkuTVorqbPNocubC2IBDyqREN0cFmZckR4qd+quaU28FObj3jvGu8LnIi/Kvpv6TG/g4wuo7tk2rEfbcBf7O085trB0qmMAzQ4NajTJtTqaJSilmB6tgtxDh1CQIEGmBrPjwtjFkWGD81iD4u3oUhCpRP2AxsnBaCpA54Ze7cQ8L5NQgdL8h9mFEOt7sOjgTYjoO+a0bW3y9UzAbuvIaKXoL8DR+9xHkxOxnTvYAhuXSAZi77zXsGFLMcR+xnrTmcfME8FkEUAE7YSO92jxILX+DdSn3ujiiVjAsxhYV3dq3b+R2vAWK8Q7xpVTxHLxiZ9AK/a985sHMw4U/WM0+su3+wIDeiPaQ4uRpG7BRJHUthExW3ejLvk6hC/+OQ61eZN1jUDf/JJO19+Byow72DjVGxT5RDFP5DJyKv8RuyYFEoZNdBwtieFCAtz4EyTIhYLWaEKvD8401EBCXfkXGs3xlyF8sIzDdue2U1di5OY6H4jlPYtTVDWPRWANzn0EK6evA0/XD8vLS92e30UWDeZ/sQCnM+5ERP9xDMnTUZl1D/TSKEh1nX5FXtI9Prr4DAQmLTZsLuB0HyH0yD3zN8i0rThS+H92t8W1b0VG/WsI6z/Jxiy9qgIkdG4J6JiFnvPBOf+AWSDDxjWluHRLvs8NrSa+FKdsHLeiOnYireFtGEShKJ92/6hrjbL/dMCe8/45/2Lj0eRTfwLQaHebq/eHy3s2LE/x+bmQiw4XeJapMYegw+Os6BCkhclZPZmOlxTR7YhKIkRWhNLtGCtIkMkkMTIMCxctwr69e71uS67Vuv5+rCm5EQp1I7rDi3Fi5lMQ6zs5u06dD5hESuxa8C5mlj2K5OYPR+MS9aJQ1gxEawJc00kcSW38j8cYXrotof0LFid9suA3SKv/N3MVo1oBNTTVpN6M1gkYj1Rn/PCsGM07Zoe6t1Ho2RzAisHGybMx8RsoKH+SNbK5oybtO36/zx4x65Ff8SdEdu2HUShBddZd6Ix235g/o+w3TsIw21rA7FMPoSVug120KA/cRMZGkdKndQwSh5F4omFgLKHFH446rCGESaZ+vZ1qc+VdAyNjUo2e1cZiFRKkhMrYAKVxwHWsqRWjxYLGcb5vQYIEmThI6LU6PQr1fRrU9qsx6KJZQyUWsnXQ1DDZlImSDHLumfpnsCDnVZcsTeSpyzxKJkLrsM4/4YgD4X2uc8SpVkALet4YUGRBL3bfSeoPFo6D7LChSqfraMKQ2PY5lLvWQzlUZdcFSXuN79yO2B1LsXPxx+gNn2N3XxJpTWZZmW/UYOn+ayAyDnqPKvLSJUrbtHuYNPjLyl3rED5wyul6mmAXnXoQfJhQSxOjcUBuI7WnS9m/0/MKJjTC53ygpGMAGWFyFMeG4VCb+05WmiQtTopgLhtkaUzMKP01MuteYYueVvIrnkJ9ynU4NvOPnJ8DDWrmxoehtnfIL3FYvELiuqjI4+NIwVOYU/qA298avRLN2jeQorL/HjQNTvxk6VjHkJ0QzN3iML3dTYNadKn1WJ4a2ONfkCBBJocTbX0sxtsdpd1D2JARDbXRzFwGm/2wxZ8oqHOpVzs5hW69OAI7Fn+M+PatrFNZZOiDWp7KCtB9YbPstqXz9+wE4HgLUNUFqB7yHE1ORcuRrlRu4jCzUInP1hxDYcnPkdTy4ZgDK8fXQtt9tfgjFJQ9PuEOZLyzBVtbcVho/ylk17yAxFaKfdByioVijiN6/6JRyfG1NP9XPt/XOnJuSrgCSa2f+HV/rp8JRdnn1LwAS+Mb6F59AhCMbwxYlv8QEls/hUpTz2n7zLpXUZF5N356Y4CbK7wwKyZkUh8vSJApT9thGCrexRm1BNXxV0Mv4y6KtQrDEhQitAwH3lXzXFGXdhPyK59m8213mHlCVGXehXOJL67z/mCEAI2J16Anshj1KTcAZjOUw9XgmS1YkBqPyNhpsM7GtJvvhDfvBYFJg+lVJC4aIbvun6hNvg6l037p1/PrDZnFRFbpDW/6LIAjd5KK7HsxpMxif88q+QUy61+z20auDbxIuyescDTWWWDR+1wDMwgUbGxoFIUgvvEDzD95DxNCWfeT0fhvaCXR2LxiNxPjjxcaV9QlX48hVTa7VEaQY1k2u21IFAMFfB8nWaH9+goJIbTiKEj1Iw1m7ugLncF5n1JNK1Kb/ssitzsjF3kUBHCt5+REKJAaal/PEAk8f9qJKhlOdQ56lEkqg81xQSYBEljs2b0bbT392N7Q7XIbW9fqy7flQ3n2vCPv2ISkrZug5wW22YNEsZOFhM+HzuzcNkPH3aOz/szEuRTzaIEAveGzYeLL2Pw4o/511oRu4kvQFrcG1em3oz90utfHS2l+1/s2Te+iOuP7LJWlIucn7DLR9IbNhk4UCanB9XfAllYH17T2mOVMOEfzTU/xyG0xa0b/JiHVgTn/xMKDN7tch2mKvxRVGd/HeAgZKEdEz0GED5RAqu2Ahcdj60Mx3bvshNrx3bthhAibL9oHrYNTmUTb4TVxh9aakls+YIkovkDH/76QGT41dRwPgDDMFX06IxM4u1v/ZAkf0pE10nNJWfewk7NxaecAZseGwsQhKWfQRdNqkCBBpg4k+MqKULCLzmhCv87IdBpk5BMqEUFyAbqYBxk/QXFYECfSQmVoG0fNUmcyI14pZZP8vc3uOxm4wjlP3QU0vDlS+FcEmq6IeTDypRCe7YLxB3IUcwcdrsl696N1lTCf7YYI6zsBiYcJw0SQ3viGzx2ankhueh99YQGybybhYM8hl8IwK1RWmln6CGpTb0GERIhFKZHMOvjLeu+TNnc8/oZrK/CvE/S7ItFRcqgMFlhwtL3faSIUpxBjUdJIGfzS7DgM6Axo33gnsmr/6VTcJR8OKlbDYsaxWWOFcFvIqpkEafQ4ETIRouUSlLT3o9ZLh4srcsIVCJEI3U7OGtNvYD/COSU/c+rOJkc6y7U7kJI4Uuy1hbpwJhMqNHmCRBBakxmlnYPIVU5tq+sgQYI4c6bfe/Fqc20nLsuOY2OvqQKNG0519jPnw0mDJ0Br3Dp28bgZj4fDPwbmPDMiEOOySMy1o9eKWShnY0/r+HN66WPIqX2R8/3Fum62MDwZiExDSK9/HbWpNyO240ssOHwbBOaxc6MvojZ/SG7+AFk1/2AiPCp8Uzd5Tcb3ON+/NXYt+kLyETbg3bnGH2GYLTzDEDLqXkM1uZ2Oky0X7UNO5bPIq/ozi5jyBH0eEXUfT1qTAq3JFsaFIsFGAE+uZWq1+zGHPw7UQYKcN3SeAv63DpbhVohgQS7FFFY8jfqka1GS92uYhd5/j21DWsQppViQFIX3K1oxlUmrfR3RndugkSbh1PTHAL7QozibHDMXH7zJpaMVXbN37muweNjHZEAOjLvuMnBynfeH7vA5OFb457Er+HwMqXJYDLgqNoo5x1H8EBXnxVVv+7x/OmdlNL4NyXCrX+cwI08CntmAuJZP/Xrs6WVPYP+8V1ktx1EYNlHUpN02+u+0ulc5vWaWGCCJQVP85Sghd1m+GDmn/4CCM8863Z/+luk6ccmWmbCwkat/42h6TL0oHJVZd6Eq806bBxh7RIWhA/BTiNgbOtPnRXP2vPgidr/c6mfdbwPgZP6jXvelGizH0t1XQmIaGH0fc6v/DzpRGBModEUu8um5rUiJgJDP3Z3U1RgkVmRB3dl5kquaSG6kwqfnFCSIv9DcMj4yDGG9OlZ787iti78lFs81PV85k/pdTBYkDKN5g7s5P40RrFGI5Eo95/g9dnGIQrMGqU3vIrnpfyxZpTnxCo+PJ9F5FruObON/rX88bFm6GZd+WezxXMWOuTOfsruORNBVGT9EQcUf3N6vOv17MIrs6xFdkQuxbdlW1nid2LYRAqMaA6pc1KbehKaEy/12DZMP16P4xH2I7tnP+T6UIHPxtjn44OIGQDA23lOo6zgl7iiH7KOY6ZzqyRWNMFB9xod1GWpWr+kP7G/NFlqnoIhJcuuxTVOKlIlRGBvCznflXYM43T3kZ0j2xGC0gLmpceHrvQoWJMj5hUQoQIwwuA4YxDvnVDKYlpbGBtKOl7vuGuks1Gq17N+RkZFQKpW4+uqr0d7ebrePhoYGXHLJJZDL5YiJicEDDzwAozGoZh4Ps2JDkRri3G2iGKrBvCM/wLI9l2Pe4duhHKxyu48OtT5g0QlaSRSn7Yb1bL4xioknxP7il5kYKa71M6zbNhff+DSJXdZsX4Lozq/8fk4GcTgakq7BRELv3vrNxZDoOiEwDiOq27tV9VQ/QPC9LID5SuGpX3jdhhbd4ls+hYnHg1ggQJhUjMuzYzl3zVIxyrbg9HUXhlkZ1hvYe0O/8yiZBFIhH1IBH4lKCS7JjB4Vhlmp6OxjE1dP715a4zvgG52jGefEhmBdRgyyI5SYFqlkwjCi6myEoq/kUBSbF9FFY+oN+ODSZuye+zrqE65Cdeot2LXwfZjvUUOYuJC99sqeIWysbsNHla34pKKVqfInE+pAvKEoy+3l4RuuZM+zZUgL/RQSjnz11Ve47LLLkJCQwH5PH374odM2p0+fxuWXX47Q0FAoFArMnTuXne+tBMcHQS50Gr0Ur6I7diKx5WMING3YXNOJLs3UcSKJV0mgnzqHHCeoVkpxku2PeN92UJHhk6uCK04VPMIW0LiikSWgJ2IeJgM6J88u+QXi2jZh7rG77IRhEw0N2eW6NghgYlHOYtMwZpf9GpdtzATPxE34TYKDPfPeYgvz3B/X/3FcesO/MR5CJUKIzs6PKnPuZbEnXBDaRKIFskkhTCLC6rQoZi+fEiJDUVwoLs+OQ0rImIsBjSOWLFnC5uLuLrGxsQF5PkGCTAb0nSbngJ0NXfiosg2fVrfhSGsf+l05EffXA28UA8MtduInoUnDRDILj9zKmlu8QQ1zn1S1wWAyozDGN8HxZBHb+hku/ywDRaU/R3LHFuQ0vIJvfJaC+Qdu8ni/jphV+GLlHnRGzLdf8BKFgnfNduiSx9wuzhU7Fn/ETni2rvOOtaNxRQnOdz430LE+WSXDltoOfFTVhk+q29n3bTxH74SeHX7dP6b/IGacegQSvXvHb0+E94/EdmfW/QuTQb8yC41JV43+LdXa14A98fma4yiZ/hsmDCs+do9LYZgtQrMOOo4pA5azjmRD8jSUTPslNi/bgc9WH8XGdaX2wjA/odGQFWpErUv+NnYt+K9d3JYvlGffg66I+W7HQmXZ90Mri/e4j7imD7F65ypIbYRhViSGPizZdy3Ceo/77BjmizDM1RhkcWbiaM3D6spk/d0VOQjcgwSZDNakR7N6qCPzD97s9b6BEovQ8ali2n2YTLg2g6U1vGUnDHNsFp537C5INJ7F8xqpvTOVy228HNMmCoM8Hj1hRW4/S7reDD4u25SDOUd+CJjHascVWfegIvMu5rRqi5knYMKwsmk/c7lPtSIVJQWPYtNFh9h5aNei/6Ep8Uq/hWHk9LVs31U+CcOs0Pnhki327m9GmyhMTzhuxyIxvUCCOs64cLebCHq1BlycEY0FCeEs5YTm2MtTIkfPd7lRKlyZE4clieGIV4jZ8ULixSlzMuB6/BmY5PWOIEGCBAky8ZzTFr5Dhw7BZBqzoD916hTWrFmDa64ZEd3cd9992LhxI9599122QHz33Xfjqquuwp49e9jtdF8ShsXFxWHv3r1obW3FzTffDJFIhCeffPKcva4LgW6NfRTQkn3XILp7j11BgLoTuiPm4atFH7ocXJAqPhBUpX8fs057b/GkLtD5WUp88vNpaEq4ErXpt7JOgoUHbmBRjY5Z9EsOfBv1Sd/C0dl/8et5nSx4FEp1LWK6djvdZgaPLXSNF6llEJdsmcW6GQdUOTjfaY317OjhKzIvk0cr0d37UJJ4GevYbR3U4Ghbv+vwC4sJyc0fIav6bwgZqmbdH4telOFwdWC+yxcSwwYTW+hod3DfolizPl0PliZHQH7Wzp/ed+nJv9pFSbqCFl1yq55FWd5Ddtcfbh9AadcQZsaGIEYugUjAR8M4un74TIjMbduO2NXsQl1AixPDIRIIoDGY8EVNh11/sedXFjjILSS3aC7Kjx7yui1tQ5GoFD1Jn9dUgRxGZs2ahVtvvZWd0x05c+YMKwLfdttteOyxxxASEoLS0lJIpWOi5eD4IMiFTr0by/tZJ3+BtKZ3RkU8NNIYVGZh35yXMXw28udckh+lRI2fwt3JojbhGmS2vMspmpyilHzpSnXHposO49Iv8ry6RA3LkjEQkofqjO8hq5YctSYeOvdOL/+dxzgLLvjqZuJuW5FFgw1bZmPj+nJO+9FJY1gUe0r9m5hT8oDX7Y/nP47Csof9em9Vw7UjQhA/i+6FsaEo6ehHt3akuDqsSOV0P7VsbLtACcOoID0/MQwKkZA5hbl9bLWazbO5sHjxYtawFSTIVIWEBodaKbJ5TIBK5Sg65zYOajAvPhwJKpsmuS23A2b3EcmxnTsR377Fq2slYTBbsKmmg7l9ykRCHGzpg9FGnUS/bLmQj2Hj5Kur49q+wMIj33PpapLYuQ1rti1kjofuUCvScHDph7gkK87p/e6vbMO5ZiBsNrTCMEDXZ1c78hQrzZVhaQJMNgubtCty0VeI+DjeMWC37Xg/2fEc/TMbXkVF2u0IG670/XHNZvBNOkT0jYjExsOIwEoJscm5IYzQC5TYttS+dtcadzEym3xzXMs88yJSmt/j9J5J9P2cxzCfXOy+QXa8dEQuQVX2PeDBhL6Q6awhdTxQlOju+W8jo/41pNf/m9VAKcatJe5i1KTehO7IhR7vz9MNYuHxOz2+LyTqKD55H7Ytt//MPPFJdQfi5BIsSo7wuq0vY5A5CxbiyulprFY0MGD/2wsSZKKh7x01tDYNalDVM4RBvYkdV2I5NHlzPbaTuIh+c+7ORTuXfDomtLGYITb0sZhJfwWmgSSz5h8ebycX6cKSn2P/PPfulPXJ30Jk3xGP+6lP/jbOFfT+Fx+5EymtH9p9ptbziwBmCMxqpLR+jOTWj3E66z6U5z7ABiGleQ/hTPptSGl6jwmitdIYNCZeBY0scdKef1btS5Br/Xe3FRvtj7sDIfkYUGaxtRVPNMdfZvf36WkPILXhbdZE5ooBZTYqcryLIFMa3mEJJTR2sfD46Ihejqr029EZvQwTxc6GHqxOj3Z7O83jY5RSdrGOkz+YAuNkLvS4aqIJEiRIkCDnNedUHBYdbX/C/P3vf4/MzEwsX74c/f39+Ne//oW33noLq1atYre/8soryMvLw/79+7FgwQJs3rwZZWVl2Lp1K+tYnj17Nh5//HE8+OCDePTRRyEWc1j1CeKSIcPYhGPBwVsQ0z0iyLOFBrdRPQexeP+3sGfBf+xuU4kE0PqTR22xgGcxMht0K2cyf4CYrq+cBF6EXAzMmRaJwxUj1sEHqoewpeg/TAxBZFU/7/J+1uef2vQftMStRxuHgq67YktC2xdIa3wbMk0L6zrsDclHTq3niY+v0EQpdLDc7yicqYBOFI6OmBUB3adJIAO82A2z7fgjUr0ddZ3o07sWyVDUwgISEnaPif20etgJw0iUM5FRPucT5Lylc8ySPAsJkQ609GFl6ojrX22fGkpaUOWA0ORaVKAxmVFZ+iWM9a8ipnsfInlC5CZ9E7UpN7GFYa6ESYQs0iMjTMEcDrlANtDpYWPRBI7CsMmEJpNPvPkhE325g5zubDtoCatTyVTg4osvZhd3PPTQQ9iwYQOeemrMcp3GBlaC44MgXwfELjqPFxz+LjIGdtldR79sKrit3nkRti7fdk4FYmkhMuRGqlDR7XrBb6pwouhZpLVSY4PBzkHEOq6kRWIzT4RTeQ8FzCWWivK7Fr6L5XuvYmM6V9AZ9ejZqAmNLAkNid9EavN7mAxUQ+Nf7KSFzNCB0+AHQC5NxeWsqv+DhIrMVMyNWoLOyCUeV/AbUm9AftVfINeezQt1ATVv9EVydxlzxEjjTi/CsPDeY4jv2MIW0nvDZrJFWAt/ZE5KLp62kTP9IQXoCZ2NiH73rhsacTTqVAsQaBYnRTBhmC+Qgze5ebqDhGFBh90gUxkSL9sKw2yhac2h1l6sl8VCIjz7O2/0LnhIbXybkzjMKhDrHNaxiMnLc+IwoDWiR6uDRCBArFKCIb0RW+u8xyYFmrnH7vZYY1Bq6pFe8wpqM9zHVelc2IecchBHnUs+X1+GFVuXYnHaGRYnzSVWmgsUCWWFXCIoxoNqWhvPdGAqQZ9vV/RSWOpe8rmeRA2hlgAIk8mt6kTB46hJv5W5epGLjNWRj/47LEvB5pW7Ab69x3tH3GpOdbAeVcHov6edeY7z6+SDW02A9qcYqsKwMhu+MCRLgNLsfmxC0Os7Uvg36KXcUhO4YhZIUZ3xA3ahepeFnGk4fpYX7d3A6T0MGayAQN8Hk5i7S26bWofSjn4UxLgXpzsSHIMEmepQqkJqqJxdCLXBxLlu6O0YpxWF47O1JQjtPwXFcB2iuvchZLgaBlEIqtNvR3fkyFxBYFIjt/zPyKp9kbkzjwhy5Tg0669oT9iAyYKSZ2geS25UtE4SOux9rhntRUjXkHQ10hveQHj/SZe394bOQH3SN3EuOVL8dxzB3xHRexiJ9e8gq+ktl58rXZdX/Rf0q6ahNfFydp1WGofKrLtxrqCIz/FAr4lnMsAiGFvPq8i6F3OP/8jtfZrjLsagCyOETWuOYuGBGxHXuX10nGDii9GYcCWOzn7G63OZd/h7SGr7bOy5WcyI69jGLifyH8OZjNsxEQzojWgd1CLeptGExvZNAxo0D2qgNZohFvKRE6Fkrt00b45VSJya7oMECXLhQqLQIEGmynfsnIrDbNHr9XjjjTfwk5/8hJ0cjxw5AoPBgNWrV49uk5ubi5SUFOzbt4+Jw+j/M2bMsIuyWLduHe644w7mMlJYWOjysXQ6HbtYCXYVuf8CCfX9iO/Y6vGzi+naBbG2y66QUdY9hOVJ4djZ5F24Q4T3HkHB6d8humcvG1DqBCpUZd2Jqsw72ILKvvlvIqXpXWTW/hPh/SXsPjSIrkn7Ln7+wY0Y6O1xEkMQudXPeI/TOfUQNvkhDhvZgQAt8RvYJapzFxYd/g5ibMRFgWbqyDt8gzqc6pKvQ2LLR2iLWROwzqXqtNsws/xxj9vQt/n0tJH4SXfCMGJa5TN2wjBH2h4BKlb8CF0XcKykQkSFWAuGbcSh7nAnDLO1VCYHwkiZGAM6A0SyZE7PoSvCdQdrXsVTyKuy/z3nV/4JWTUvYd+819DtJjLBkYLoEPb/aLmY/Z68nS4TlBI7YVjTgPqcCcOs0DnSKoDl+rkqxVPmdO8Rs9nMHEN/9rOfsfP5sWPHkJ6ejl/84he48sor2TYTNT4Ijg2CTCXyIpROC9gxnbsANwuY5Eg17+id2L5sM84V1mOjgMeDaZImvBE9BxHfvhkCkw59odPRlHA5E+9746MNdViysZjO7qMOIsTsBOD9p65C6czfQC/27mjgCxQV+cXKvViy/1ooNA12YzqdKAKHC59FZ/Ty0euOzH4GYl034rqoKOofXJsKxjuyoccR6XuY24WnbcgJd2RU6P35zKz43ejf06r/D/2qXOwv/ieGlRlu77dl2VZcunkmBLBvULF+G6lVYNWu9X57+zp2Ntsi0XVh3pHvO0VxaCXRODT7/1iXcoRUBBF/5D2wcmL641i6/1oWU+eI2cLD/BdDUFJK39XAQc8jVMot0skWEoZ5EocFCTLVqekb9ng76Zvq+9Usgp5hE/vjDrnGs+jDkZOd/bhIMdLYEiIVsgvVX75q6Eb3OejKD+09AZFp2OsxeUbFbz2Kw1xRPcWcRHes3oX7lw/i94eewtJbAxORGDpcjZj2L9ETt2o0Omh/80jjoivOZbNfWP8ptEZfhITObT7dryz3QVaTowjnyN7DPj8uveb26JVsP32hIzW7I4V/ZZeIjt1MVN4bvQxZ9Lvrcf1dbIxajeSurW7fO3qMnUu/YP/mG7WQ6H0TWXL9TBTDDT6Lw/Ys+C+u2rvE42OQu0+ghWGO2DbgcoGcxjiL5jTNGPBBHEZU9Kp9EocFxyBBzjfkIgE8n13tf0cacSSk+m4n1ym9MASfrSlhDSr9YTPZpeWsoMgWEoat3boAMsPY8Y/2JTapsejo99B9phBfLd3I+fnzjUNQqJugkcbCyNXJ0GJC0cmfMeG8r+c6GovQa7AVXTs16C/4D2ad/DmS2jaCbxkZo1EcY3P8JTg+/Xec6gCTQU/4HCzb8w2P7wHdNvf4PfjYxWc5WUR270dS8wdMgCXVjU/Uzub6PHtxd2PS1ex8XFD+OwgcnHhbYtfi8Oz/c7u/ffPfYP9XDFZDpOtCXxS3ZimK0bYVhjkys+xRdEQvw6BqGiaC092DTBxmMltwtK0PjQ41PZ3ehCNt/eyyLDkC2eGKoDgsSJCvAQLByPGR1rNkQeORIBMIfcdsv3OemDKrxR9++CH6+vrwne+MZEu3tbUx56+wMPsJJi300m3WbWwXfq23W29zx+9+9zsWVRXENbYd3zk1z4+q9N1BW0+rfhYl0+1FOofbucXTJDf+B3NO3Gc3aJaYBjG94g/IrPkXvlh9CGaBhLk30EVEsTcW86jNOt1PInM9eRAZvccBysZhm2slvOsAlh741nkr3go01qInLf9Z+EI2CZhW83d2G01sqRsmEB0x1Zk/QEHlU6PxWq4YlKXALPK8kMUzG5FT/TeP2yjFwKJj38fH8dyKZOcj5PiVHiJBrSEwXSsdwzomDiPXqsrMH6Kg4im3jinW70Zb7Bqn6xNaNzoJw2zdRRYe+i42rdoPo2hE+EWE9J3A3OP3sk416qaryvghQub9iHXlkHPHrsZur4vDKSop5iTYF0FOTqEOeK6kh1GB5PzoTOjo6MDQ0BBzEn3iiSfwhz/8AZs2bWLxk9u3b2fOohM1PgiODYJMJVRMRMKDbSnJ2xgjbOAUK+KabeKNJrsArjGa2P/1Oj/cY31AouvEgsO3OS1Szix7DIdnP+vyXGIHj4ddlxxB7puXo/zYWDzF8Rbgot9W4E/vjy/Kxx1qRQo2X7QfAuMgUhv/A7FhAJ2RC11H+/D42LfgTSzedy1i3YjXzTyB28hmcujYO+dV5FY8jcjBkcYKd2jFUZD6uJA69jgjF6Ubxy4jX4o9898a7Wi/8tMEvx6HHHRprL1t2VYYRK4XE3k8AXrDCxHVax+97CoqzVcoiqkq4weub7SYsOjA9QgfOOV0k1TXiYWHvoN9Sz6CWLgWmWEKHLGZI/WGF2PXwv+h4PRv7Zyae0Nn4kjKPSgp/V5AHWzptedHqca1jyBBzkdo/E8xT97oJutoK+QUSFGyHtBJIn16Hjrj2JjcbLGgS61ni0fqcxAnSUT0eo5oskILtiJ9r09Rd1Nx9mERqdAwmxrH/jXqHGp1DfWXwpMPojxr7PjfMuTeiep0+j0oqP2r/w82DoYlyaic/2Ms3X05ovoOczoXNkeuGHX1IHcaf8RhdOaJ7DmA7OrncKLgCeilIwkSESSMTFkJhViIokgla2YKl4lxkn4PJgtU/SWI7D2G3vAiHF7wOgR7r0NCz04n4QTx+eoTABNfA3yzxqfzPEVZStzEXDqik3B3LB+9jzQOp7J+iunVT7t8XuRq+jHHKO3JxcJ5K63Uft7NFY3ByGJ2gwS5cBlrCrE6VbujJ3Y+KrPvRUbtvxA6WMFETyV5D6M3ilsjbPHhO+2EYbbQsSey/xhyyv+Eytz7XW9j1iOp5VOkNfwbkT10jjCNNtSqZUk4UfAbtMWt9/gcZp76NUtW8Qeau9Jr9gTNAQ8XP49TmlZk1rwEvSgEjcnfhlZmH2vtL2SQkFn3Covk7Ixc4PX1ukM1WOGxacqKwMLNudKKfYuR/6TUv4WikgdHP+OAcfY8bAs5VzYmXo2Upv9COVzHPrOmhCvQHzqD0y6HVVkAXThCCUGeoDXOjLpXcWLGWCNaoNdViMNtfWh241Zs5avGHqxNj8asmBCccLPWQN+l7KrnINM0YUiZjbq0m9AfOn1cz5GaUrylkQQJEiSwiEQiSCQSloajUqmCjvtBJgQ6vtN3jL5r9J3zxpSZhVGEJMVMJST4t2DgC+RAQg5lts5hycncXG2+LlD0Wp/OyBbfuCDRO3dHcnEfEut7nIRhttDEZvnuS7F9+ZbR69wtCDnCd9GB7xoLImUiDOtNMFLx18KD0UfHi6X7J1cYRhE04f3Hp6wYTSONZxPHBUd+AL5DdwiJeaaXP8niQyuyfzy+B+LxsWXFTqzesQJCs9a5SCWOwtaL7B0cXJFV9RyENvFS7hDQY9AirEM3zHgJ7TuJOcfuZt2ZNFHRi8JQkvswGlKvw2RT26dBUuuHkOh70BU+j3Wl+YvOZMbGqrYRlzG+GHUp1yG94U2325fm/oIJQR3JqvEc00oT99Sm/+JM+vdYjMf6LUWQ6dtHfx9SYx+KSn8JS+kvgW9uw2HBbPR7ES6sSolEmMw5mljvxTFtqiHh85AToTpvHDLJOYy44oorcN9997F/U2T03r178cILLzBx2EQRHBsEmWqsy4jGeye59huPFH2pkExik3OB1mjE1toOcBj+jQ+LCYsP3MDEcK7OB/OP3I6vFn7AREJeY3rf+pgVxmgC9cBV69BaX4Pa06Xo6+lGSETkhE3YTUIVauicxQGKbs+t/BNyzjwPoXlkbEtnoo7IpTg+40lk1/wDqY3vMPc42yjCI7P/go6YVRgIzcO6Lxe6FZFZF3yTW95n3x9foAVNrSAUclOf221ofBbd+dWoOMzIl0Ns9q/gKNc0s9dKRWZXFJY84CQMCwR6YShbnBkIyXN5e1r9my6FYbbvwfwTPwLmVmDI4Dz+6A2bjd0L34Vc3TASUy+KQJcwya4w+/Kek+P+TkoFfMyODUXMeDLUggSxgcT8NH6699578cwzI40cWq0W999/P9555x3mykrOrX//+9/tRPsNDQ3MzZWE/0qlErfccgsT6QuFvpWn6NhN8S1WPqtqQ25CNHIiFCPxfjZw/eXYbteTdAkiGj/xuD1FAPsCCaiJ6t5hlHcNnvO5BdcFVd7ZxjtfxGHnA+QcujgN2HWXs0CMq8uXXNeMvGhuwvyKvJ8hv/avk17HodfSnHIV+/euJR9D0XUEy47eCqm+0+Vzoe27wubiwMK3Rq9rTrgMFf0nMO3MSNMfV6i+ITKpkdz6CZJaP8Wu+e+wiMserXHUcbx+QMNqkISqZQuWlfwcMm3L6HMbVGSiPPs+HJr3CgpP/gSR3QdhEipYzakrZmR+GCIWskgncriheHC+zbjI0/uyfeHHWLd7ldfPhLbtD+O2mO1IVe5P0B6/HosPXA+p3urOwkNT7Hocmuu/i50vQgEurun+3EMjiYNe4p/r2YDeFBSHBbmw+cbHwEOX2jlVu2N2/ik8/L/pqMm4DdNLfwO5pgmzTj+GqswfojnBvbuU0DgEibYNiZ2bvTeIVP/FpTgsZKCUrWtQHdjV/RSaJiw8fCuOzXgKdak3utw/NfJn1L8Kf+mKXMhcKrmglcWjtODXCBhmMxYduhGxnSRAHjnuZdf+AwahEkdn/omd/3whpsNeyOwOntWlls9t/MuO97RuRc0LfjL7xM+Q0TjiyhVIukPd16B0kihUZd6JyYCLSURcx5c4MUGPz+fxWHqKN2GYlUMtvViZFs3m5yfa+1kCC0tqNxuxZscyqNRns9DpGNK7H5mN/2Yx2kdn/RkDfoxJaO700PVXoOKYP2L/IEGCjIeoqCg0NzejqakJoaGhTLwzUTXnIF8vLBYLcwwjYRiZbiQmJnK635QQh9XX12Pr1q14//33R6+Li4tjUZPkJmbrDtLe3s5us25z8OBBu33R7dbb3EHKOboEcU9xXBi21XehPySf09s0oMr16+3MP/1b704Yg6XgmbSwCMYyuz1BCynUVT+r9NecBuNGgRzdmpHCkUokQFqoHCVd3geTVkSadgjgW7fHeOkJL4Ji6AxzWJuKDCinIb+SOiPdl6ooIohiQbmK/dyhlqfg4w01yKj5J7JrXoTQpIZRIMPBmX9Bb8xSj/eVqJtx8ZfznZ4naQPVeufOLmbJre+D3scOcU/MPPkgMhv+be+cZ+jFnJL7kXvmr9i8ah8mi6KjdyGl5YPRuKcRgV00DhX9HV1Ri33eX41DlMixmX9kE9m0xnfsHAmpQ4xiR2vTbnHZpc5loTem8ysmDrt4yyzI3LifsPLmexehfUMtwPd8DqBYF1fiMHLy0bGZ2tSAzyPXAfe3z44b3+/rXAyUaWEwP9/+3JOXl4fdu3dP6PggODYIMtUQCwS4LJt7Jz4dCnRiboszcgGg9t7M6hN1/dwKYOMlvn2LS2GYFXIrzTnzHA7M+adPMb1/fP8L3Fg8EhVEUeXk0vTEmx+e88m6Ql3HCuU1aTezv3vCilin7bAijf19fOYfcGL6bxHXvpm5VFHs00Bowej9NbIknCz4DWadetilG3Bn5CJUZ3wfTYlXYMn+b0NpU4D0xuns+5Bf9Wev202r/hsTQBWe+ClEfgrDrCQ3f+hSHCbTNCOxlXtUiifoXapPugZmvpTFQg5LYiAgcR0JmK0d0RYzc9yR6Lox69Qvve5T1F8J6NVsEdzTmHZYluyyYEsuyf58F2dFq0BGReTIEq+UsIJ1kCCB4NChQ3jxxRcxc6Z9IwmJ+yki/N1332VFz7vvvps5wO7ZM+KMZzKZcMkll7DxGIn/W1tbcfPNN7Pi6JNPPunTc9hS0wG9TVCtwQJU9Q6zy4qkEERoGwBJKKBMgEjAR7hU5PE3SFjFk7Q4c2DaY1jVccBt1E5fyHQ0x48s+nJlbnwYyjoHUO4mPm+yaY3fwEkERW4etLjnjvQQ+1qNt/f5XEK1IjrHlx8dmWPuqRuZ+zvqZkmoKzU4L5S7Qs7V/ciFq8ZkYOBL7dRvw1HF+HztyNJoRPcBFJ386cj53wIMKdKxb+5rGFamO+2nNO9htMdchMKTP4Nq+IzPz4PGIUsOXIeP11fBLLR3wqTm1CV7rkRMr/0cjqDHmnv8bojzf4MjRa7FaeSKqTr9EiQn/3bW9c/zc6Gbj0z/A9RhuV5/A3R7W6gLl1d327toNh0Izcfna48jkPjSj6EQ8THkQwdHb8h0RAx4dp6lV3kq/1fwF6q/BrHn+eefZ5e6upHxeEFBAX7961+zZvrJFmAHGT/y3A1YnKXAnmrv5/zjZQ1YtGkx4kx1Y8cjTT3mH/0hNKd+hS9W7bFzCKemkrzKPyGp5ZORRmYO8GGGYrhudB5JxLRtw+LDN3kdB9Dts089hLrk612ey1Ib/kPZIfCXysy7cK647ItsiFwYDIiMQ5h39AfYx5egLW4t5/2ZhK7TbRxh7xYHYVh0x07MOfFjiA294JsN6A8pQE3aLayO7otQLL7t8wkRhtHrODDHc1P3ZEExzdaGOncoNI3YsCkfm1fthdHHSGRvxMjFTlGSnug927hOsfYdNBg9y8VbiyHTuzbsiBgsxUW710EvCmdN9u4Em66gxkiuwjBb13KZQ9NNkCBBfCckZCTxqKuri4nEggQJNLS2ScIw63fNG1NiZvDKK68gJiaGFQmtFBcXswLhtm3bcPXVV7PrKioq2CRn4cKRSTn9/7e//S2LoaL7E1u2bGEv3nFhOYhvhEpFWJIcgd3m72JG2W/s3AhcRdpU+tkBkNj6uddtWHdL+R9RWsCt6EALenmFhTh5Yymn7WtSRhbbiEGDySdhGLHooPdJVKBpjVuH8sx7cMm22ZP22CTgoWIeRUVSYdF9jBHQFH8J5pQ84HF/QpMGiS2f+DSI9URNxvfYhTMWCzZ8Odfp/aM63pLngL11rl+bkeMkjwsJLZ84CcNsUarrWUzR3vljHbsTxUXblyF0uNruOnpeNBlZuv8afLXgf+iO4l4QdcexWX/C8elPYFr1X6EaqoVGloDyrB/DKHZz0uLo4sezmBHVucutMGx0O1ooPfELHC/0vJjdr3N9zCuIUuJo+6DPk8OccAV2N/cikFAxdVVaFL5q6EGvm+cbp+Qmqp0qUFzk3Llz2fnelsrKSqSmprJ/B8cHQb5O+CLkINdJtSLV+z4ReGHYZJLU8rHXbeLbN4Nv0sLMsbGAIJGY7WIx/Z+KZ1bx2GRDz58Wa5ObP7ATdRmEKpwoeHy0qJ/a8CZyq56FTDMSk66WJeJ0zv1oTL5m9D4kxh+WpyH7zPOIORtROSxLQm3qTahO/z5z7SRh0tblXyKp5SPm7CEbqkOI+ozbMUp75GIMhORzGofyYcSiw98JyJhVZBhwKxL35I7GFSME2LjuNMIHSjCj7FGE948tjOZV/QWns3/CxsG5VX+B3IdoevbatV2wWBQ+F2z9jZNUiYXIjDg3MbNBLmyoG/GGG27ASy+9xGLArVCnIjnCv/XWW1i1atVorYdE/vv378eCBQuwefNmlJWVseZAWswmh9jHH38cDz74IB599FE2FnSEFsDpYsXqiKs1W5zWJ4X6Xsw/+gOEde0dk05IwoDi+5FVcD8Otbp3OhQL+EgJGfmtVXQPQiuNw1cL38W8o3c5iZLbolficOFfXboeu90/HxDweVNGGGalK3w+onsPeNymPvFqmASuz4cCHlAYH24njDncGth5TyBhzqFvfojh9nrcsmKR0+3WM66YozDMzBNj85l2ZIUrkBnu+RjP1e+Jq2sZV8RmLdZuW4CTBY86xWT1RM7H1pW77K7LPPMisve/xBICSBhIQnISmtM4k9xdGhOvQn7lH/16LiROIFH1sdl/sbt+xVfrvIqRZpY9iua4ddDKx5IfQvtOYVrVnxHX+aWTa707NKJIfL5u7LE+W3EAl+ygpkHXn4UJAuxb+j9O+6bv/69uvBJTDYVYiCED96bWPfPexKVbZ7r9HtL70hB/BZoSv+H3c5KLp8SSxJQiKSmJuXJmZ2ez79Jrr73GXNWPHTvGhGKTKcAOEpjzza7KQajfux6oesflNpREHHfWVSxEXQeei2EF1WVXfHUJvlz5JUuyUA6dwbI9V3AWMNsi1veOziMVA1WchGFWyJExp+Y5VGb9yOm22M5t8Ac6lpTkP4r2mJU4F6TVvszWJzyL4n6OTT6IwxoSr0Jhyc+8vq9asfeo4pTG/6KYJe6M1QNoTFp08gHEduzAgeIXOKebkBO5v6jFcSyG0tZxdKQ5MQI7Fm+EThaPqUB7zCoktnlvGKOEEUqh2RRg0TaJqAwm36z0KWK+0mZukNz4X7fCMCu8s8YC9D0T67pRmXOvz8+1rLYBKdER7Pluru2E0aHznOoP1ua0zLBzUxMLEuRCg3QrdCGXJxqzBQkSKAQCAacoSVuEUyFCigqG1Mli28VCk5zbbruNxT9GRESwH82PfvQjJgijoiKxdu1aJgK76aab8NRTT6GtrQ0PP/ww7rrrrqAz2DgYHh4ZkFBZa21yKCqz7kPyqafYwEMutrfbp2FDRdY9nC1wHeGbx4q8nlA5iFa8dX+ePnYMum8CQi+1Wr1AgdJxdLpZFfuTSW/oLHRGjThiDUqSEaJr9HtfZghGM+ZZ0YsngdDi/JloJTHYufB96KQxzJUrZLASCw99h3VbOArISPijl3JzOiGHi3PFnCM/cDlRo0YNR2EYRU3Qd9/El8As8H1xzh3UdeVtski21uO1jfZGWt2rCPHwG6PnSLGXX6w5wml/Qj7PaVJhi0UgQ/m0Bznti+Ii+lT5CBss87hdd8QcFJb8gtM+05vfQVneL6GXuu9+J7eAU50DiJSKEK8a+8zTwpQ41j7oUz/c4qQINqES8sDcOwLF9JgQCPh8rEyLgtFsRtuQjkV5Qs/Niv1cLihWV49932pra3H8+HF2rk9JScEDDzyAb33rW1i2bBlWrlyJTZs24ZNPPsGOHTvY9sHxQZCvK/0mGSlHXN5Gh5Yzuc5FWl/dBs8HuEQF8C1GCEwan8Rh1sXigZ5u1mhAWGP9bAtjkwUVgZNbPnL5+uk2cl5NafwPEto32Y0llJoGzDlxL4tLOFQ8VgCmgjtdBMZhtnhqEIU5ZWjR+9WQ/C12IRTDtZh7+HaED5aNPoZBoETptJ8xQT51MXMhkO/ckE2nu2OkSiAQwITYjm2Ye+LHEDjMU2S6dhSd4jZ+cbnQr0yApov7Ig5FSZJjmL/fvxQHJx+3z81igVqt9jgvDBLEFqq30OLz6tWr7cRhR44cYYVOut5Kbm4uG9/t27eP1XHo/zNmzLBzOSHnE3I5KS0tRWGhcyQwOZ489piXPCYaI/YexdqS25zPE7o+YO+vkNxdiv75L9otwNi6Ay9KDIfwrNqs46yF9JAyG18u24yInkOI6DsKCwRoj1nOrveVdZmxON7uXpx2rti1+ANcuikXYqNr8S3N8atTb3V5m0oswJp0+8XNTrUeg/qpXexmc7OQseddHboc0zU7mdDNerTletRtj14BjdGMks5B1PV7d8fsiFqE2K4RofZkQuODRYdvxalpD6Iy280iotmM1TtX2NUGBNAhoWML4ju2Yd+cfzJxWXP8JX6Lw6wusMds/g7vPsRE2d4gx/f0hrdwOvdB8E0aFJb8HMnN73MWh1NMdHX691A+zT5WTa9MxsZVR7Fu+0JWD7MNVGwLW4R9S97j/NpI5E0R5UR6XoFf4u6JoH1YD6mABy1HF3SDNAo7F/wP/8/eeYC3VZ5f/GjLkvfeeyax4+y9QwZ7lA2FQksHbf90QQstlNFSoC2llFIKpaWlpVA2AUL23jtxbMfx3ntKsvb/eT9ZtsaVdCXLToD7ex5BLF3de7Xu/e73nvecpQeuZ4I+R2gNZ3PvQ2Xh/QHvz7QYQbzOxRVXOMfXUUM8OYmRwJqEYxMhwBaY+PON+vo3gKZ7gY++AmjbR39HmpB0nMqhmsQ3fK4nUluF9ZtnojL/B6wRKhBhGG1Tauxn87vJbZ+y62V/rzBieg6zJiZqKEpregdKJiKWeHX29gYJkMkF7UKR3vy+z/cgZLgN6qEaaEKzea3TIlWhI3ohEnqoUcHzZ7F/zqvet6trYc1iXO7fBImgsuv/hZrMO33v1IjrtT9YR4TC5Cg6/+g9bp+xLXJ8CBGDFbyaFCeDquxvsO+2tyQbOyGGDkT2HkdflPu1R6BQTHb4SEw27+e4jB2Lyx/n/VxmqHHutziX+22AI5Y1VCaBzmRmUZV0hZOgHluGhGFqta2pYUWeHPubemHiaNCnxpksleA+LiAQTEjE46+QR0Ag2FxwcRhdsJAb2F13uU82PfvssxCLxcw5zNEu2VENt2HDBjaRSKIxOqGRyOyxxx6b5FfxxcJxotYVEsnsvtdWSyKRUEXefZwdI3whsZFMW+9zuYGwfL8Lenw4SwKVcRT7onqPeRyk+4t9LSZRCDRh2YgYKHO7QOkLn4L9c/4x+vfZwgcw7+R3Ay66VeT/EBX5P4DYpBu19aeBMTkjqHSNrHBYnXEnmpOvcBInDYQXYdOKvUhq/4w5NdB70BU1By0Ja2GWhyOin99FoY6niGwiSG37xOcy7Y9Qh6VNGEZv8qnCh4O2fZmxHwofLlcEvbfJrR+jhT6DCaKk/Amf3yGVvhUhmnrofFzwJYcq0KHhJ/rkCzmezPTiREeivbr0W5F//k+81kevtbj8MRyd8UePy1BBY3C0cNSH7AglShNtHfErM2Kwtb6b17aWpNmEYVR4DVYapWgkkibJwRWMClmpI04HF3sd98iRI0z0ZYdE4ASdv//xj3/gmmuuwV/+8hdWCPz+97+PgoICvPPOO1i8ePHoc4TxgcCXkZSHvdvjF87ciCf+/S1OEQmJdlNClVDLJTjbFRwRzYViUJ2NRHjvTB6Wx8Ao42ej7Ai9d4lRYaN/28eUVNx7+p3P2HXJeBBZjGyykgqZCkMPixCsT78ZnbFjxzcidKiKUxg2uh5YUXLm51ANN3Oev+m+1NYP0NK8Bs0ujg4kujazFhDfaNRZ2LFsC5TD7SzeklzLBkPzkdC+FZl1/0RPxIygu5v4gs73XBgl/F6TL1h3eNlDbsKwYDBkAoaMZt5RVCQMG49zXWa47+fS9uj8Su4SAgJ8oCirY8eOsVhJV6hZjwrPjrHf9vkFesy+jOt8g/1v+zKu/OxnPxsdL9qdw9LS0lBY8QzyG/85ev/yAzdA5q05rPK/mDbrh0hOn46aPi1zCiaHThpTZ0aEQOkQmeJaUuqJnsNugVIQrYZMLEbzQPCPLcFgw7oKTDvzMHLr/8EE1gQdjYYVCTgw+xUMRhWPLisXActaX0FY2R8BXbdtniC6EFjyGyDncvR5cDS+mCn97k6nuS6+0HVoWeFPR//mI4qjaMb43es9ziNN9Hl1WuVTaE1ch8GwArfHKD7LU9MYFVrnH/0GPlxbhcGwfDb3k9z+WUD7oDD2ILr7EHpi5rK/ye2P72uWG/ttzzn6TSR1bOH1HHpPtyzZgsEIzwkTBlUiNlxWC6vFwubCyJHXJI/AeHj89QsfT+4IX2GYnZ7YBXj/8iZkV7+IvLq/AxYzOuKXMzf48ZAbGYL82LHxtgA35ChBDmEk1Keax0QJsL05dAoEkdTFwLfbAMMQ0F+Hk7pQ1OgUGPbQoMEFuQmVnnkw4CoERe6Rm7OEp8uiJ8H4yl2XIDyAaGEuJFYTcuteRdjQeeydz+2uFkxCh84ju/6fiOo9DqtYyisimY7iYUOVvMVhxN4Fb2LN1oUIHXZv6KfP7/iUx9EXNdPj8yP6TmFa+a9Gx2SeyK77Bz9xWADfGpYmMtzGms48if/ouzT7xPfxyepjbJ7hQtMTPRfHi5/CjNM/4RWVOrXscexd/G7Qtk8N29QkwRfahy6d8/Jyo3+NJGKYbQ7nHE34RTGhrFZgtlohEYk8NoTFqRRYlRmL6j4tWoeGYbZYEa6QITtSheQwpXBOEBAQEPgCcsHFYeT+5TgJ7ohSqcQLL7zAbp6gmKlPPvEt8hDwjkqlwqJFi0atqD2xtw44lH0/zDGFbnb0gXBoxvNYsfdKrwM2+nbUZN3tc1006UJFFMfn+aI3ejbGQ/iAdzcjx33xNSg9n/UNnJ461hGtGqhEVvPbCBuqgkmiZgKt1oRLnOyCx2Pbq1Gls4x6wi4MI6hjYv/csUl2T9BFVEvSZezmSn/ENPSFT0XkgGdXNSriNSdNnODJG9RlyqeLhIRhaoXt86vK/Drqsr8WtH0ghwu+04RUQJ5IJGbfkxG0r1EDZ3yKwyIUUrQO6d2K4bk1f0FMzxEYpaGoyPshNGE5vPevLv0WxPQcREaze8euRSTD4dLnoVfEsagTGY/XQtDFrT/U9A9Da+rBwtRoRCjluDQnHsfb+tHqRQgXLpNAKRFDYzBiU21XkGSkwFX5iX5FzV1sLF++3ON53w4JxrlE43aE8YHAlwW+4zOC3FMvSQmHViTFgMGESIUM8XQSc+Bw88SeTyaDuvTbkFf7stdlGlOu4x2v4IoyRIWimXNQPuJGS5ADxP3XrcUz724KuMgnN/Rg0cFbENV/avS+mN4jSG95D01Jl+PwjBdgFds6x9Ka3/e5PvVws9fHaS9nnH4QiZ07WbdvfeoNGA5w3DisTGC36aceQFbDv50cJCbTiI7GwS2Ja0f/Tmt4k3VT04RoMEvpygkad9VvehAZslg0pN0AK0cUXbCjqHY3dWN+SjRCvcQ20QQxH2EYHYfoeCTw5aaxsRH/93//h82bN7Ox2GShUCg4neHz615hTk9+sfPHiL5pJ6JDvLunODoHBQMquhgtFh5XoP7hO6CQP2emPYYzU3+JyP7TCNE2YSg0B4PhhW7LLd2+lBVxRyHXpu4y4P0rgLkPQjztQVyMkKjNYPXsPk9zXZ1DQFwoP4EYNUvun/0PzvfIG30RJTg462XMPfZtFtHliO2zFAWtAdETObWv4kTJU853Wiw+xV7k0DWl8imcmfoIDs/4E+YdvQeJndv9nvuix5fsvxafXnICBkUslHpuYSgX5JxKTn58hWH27aW1vIezXsRhBHvXxeIxBxSrhcVZmyUhfkXIjm73c3zN7khNzrfZLRhclZfA3M8FPHP69GkmBhseHkZoaCjee+89lppCbusTIcD2x6FTIAjIQ4G4aWiqos8jsGN9IEcWtiWrBRLreIRhNnFVuLYWwSahaxeSW6gx2r3G4A+K4Q7k1L6MuM69UGtr0ZR8Nc5M+QVz8yIh1fQzP+dVD3BFq+LvjKXUtSK15X3Upd8Ms0iOvNpXoKCYQJEYnTHzcXDWqzDLuIVUkb1HsXTvtZCCn9A+fOgcJCYtzFIf12kiCfrCp/Fy6XR6mtWE9Kb/eV2GHHvTm99FbcbtuBioy7gVxWd+AZl12OeyEUPluJAwB0GX5jGrSGobW/tBZB/355oWYfteSHmMR9RyKUriw9lNQEBAQOCLzwUXhwlcHNCkxe7du90U5FqjGZtrO1msjt09oTrrnnF1sTvSFzUbWmWK1wJXR8xiDCsT/V53fehsTDEc8Tix1xM5A72RpU73JbZuZJ0Zal0DrCIRBsKm4PCM56EJ5Ray6EKSee+PSayE1MI9MCUnhnO533W6TxtegLLwh7yuc3oZXdT4xgqx08VPe+wSHJv+exjk0Qg2NnvpD1kUpRUUQ8R9sUsXJQp9J0yyye8YXLz/Bo/vm+veDirTsXX5DlikwS2A6OUxsEAEsY/JAHq0OyrwLnWfWG2xonzQKn0Xlc91O9tWFVU8hYLzzzsVkqkQPiyPw85FH/KznhaJcLT0ObTHr0RW/T9ZwcIilqMt4RIWC0FiRKI+5ToU1L7E67W4TsTzoU2jx5DBxIqs5CywIDWaFXIPtvSixUUQRwzQ8bPOtzucvzT1a5EeeeE7sgQEBCZ3fNY6qMOhVptbgiOOYzSJWIREtRKeRk2OriifVwbD8lCZ8x0UVI+5CTtCE7DVmdxibnI2LTz3eygM3dCoMnCm8GduQvtevRmP//t9FgtEx/ifXLsWrfU1TCBGDrXh0TEBFfvmHP+ukzDMkdTWDUy0T24iBBUig4Hc1I+MprfYv4sqf4vygh+j0lOUlA8WHLwdSZ3ujm2TUfbUy6JQl3Ebzub/eFT0t2rLQkQMO+aAB8/Jd6Je09RKWwQXRVP2hBdj5+JPWRGabddqZd+vYEZRDRjM2F7fxeKtfQlhiPb29tFoCVdIGPZFKXILBA65lnR0dGDmzJlOzia7du3Cn/70J3z22WcwGAzo6+tzKl7Tdysx0XZmov8fOnTIab30uP2xCaf3HK/FQuUSXi5QfMVZMSFyDATZUStSLsb81BhsrOkM3kpFYvRFTmc3Lqaf+inCHYVhrhz6NRJzb8IpxOJiw1EY5ug+X7TxMkz9wQl2X8Kjzm75rm4pHbFL2AMdsUtRn3ZjwPMpLUmX4pNLjiOj8U3WBBXWW4ZQQzP7Pk2G7Jq26Upszz6fDiVEYudWnMEjzCFk37x/I6r3KBO1y0wDbGyVV/0iZGbfVtYSWDDt7GM45sXNm4vGlKuRQy5WfuKPo4nM0If86j8jo/G/UBq6WENaS+xKhGuqEKatGV1Oo0xl83gkHKPvQnvsUr/368sEiXkFYZhvyDmdhGD9/f14++23mcP6zp38otwDxZNDp8DEYbBMXosNbaklfjVS/BDVcqGXRk6IMMxO8dlfjkscll/1HKZWPuV0LZfb8BpyGl7DqcKfo6TiVwGJr/WyaAyEexcXE4rhNqzctYadNxz3wSANx/bFH2Mg0nvSTVhfGVbsvcLva1Erz6a4c7n3Yt6xb/FfL0TQhqR5jB13hG+CzGRhkoVCZvAtDjPIbAkhFxM0lqA4b38wSd2jmhV+d9AICAgICHyZEMRhAk6TY64FgYrWvqAJwTzx2aoDuGT7UoRqa90GwBRVuG/e6wGtd9r/HcH8HAX2fUvvNrGnUyTgSKnzJNSCA7cgqWvH2B1WILr/BNbsWIKK3O+j3CEuwE5n7FIWJeAreuZc1j2oz7gdiw/cCNVwi9NjmpBU7Jv7L+Z85C/hg/w6HIYVsSgreggiqxndUbMwFJqHiZpknHfk61AafEfuxfUexOpdK5lTBpf72ESh0tQjpu+o2/1kZKQxADOfdbgPwPblW4IuDCMsEiWaEtYjvd2786FRGoEBHx2u40IkgUUkYV3Avi4KvVle23FcS8G5Z1F4/jm33zWzpjZ04pIdS7F5+S7eArGmlKvZzRNnCx9kbjKOQjRP6AOcyD/U0ouVmWO/1U6tnlMYNpEcaR/Amc5BrM9NEAq1AgJfovFZrlrNusePtfdj2DR2nJOJfU/6mCxW1PRqUD/AP7biYoZEVDRRmVfzEkK1daPn7CF1DvbNec39vGIxYcWeS1kcgv3diu09jPTmt9GceBkOzX7Z7T23j3+fefcz3DbLNm4iER65jFAx2R+hTNhgJRI6HcaYHGTVv86cNanr1+oQ5R0sERO5a9FkuUmiQnX2N/x0yi1nxeALATVz7FrwDhs32SmqfNpFGHbxI3L5d8zAaVz+WSE2rD/HhGEP3XIVKo8f4RVF5Y+jkdFixY6GbqSHKTElLhwqmefiAR1nPInDBASIVatWMUcTR772ta+xWKsHHniAFZJlMhm2bt2K6667jj1eWVmJhoYG5oJC0P9/9atfMZFZfHw8u4+cyMLDw5kzyoQz4tDoi6mx4TjQ0ut1mdgQGdLDQnCsw3vRLC1MycTb1HgXTAwWEVQyKZakRmFPUy/ncYEm/HzLffgT3Xfc5zKhe38MFP8DnwfoOBsbJmeCMHIOI+j/lAjkYr5qeyyIkVckJqrK+TasJj2S2jdNakQziZ1cEVv4iRdFVtsYlBr9qGmLitIUrWkXX3VFzceSg1/h9XqSWzfi2AxbfKlKbxOJekOjSGZxmAq97/kmV9riVrndF917BCG6Vta41xUzn4kj5YZuLN13LcKHqpway1I73V3VQoebMPPM2DyhQaTCWYXtWHcxkdLyEXPMieo7zj6voZB0hOrqITXr2HGDGnbLCx9AU/KVoy62E0FGxPhE718WyB0sNzeX/XvWrFksxvm5557DjTfeOGECbE8OnQITB+k2/Ex6DRg6HgdDGKYwuTeqBRPVcDPEZn1ATo3TTj2IvIZ/cJ576L6SiicCdlwrK/qZz+Xkw51Yv2XOiKO1y2OmAazasw5blm7FYHiRx3UsD0AYRoYKfN+v5uQrUdexHZlNb/Javj1uGbQqfiJRywSeOwKBojannvutz8/21NTHcbFxctoTSNq2mfd3wToi/HOlNCECx9p62fVHklqJnGh3AZmAgICAwJcXQRwm4BXX3Gt/rXynVD7NrHSlLOpNDI0qDeV5P0Bj6vVjrZgiCTav3IvQwUrMOXYvM9EfUmfgbMH9GArL92+bLtEAB6r1OJrxfRR1vguVrgXDijg0pH4F1Vl3O7mR5Z971lkY5gDtZeH5P7Lu0O7YhW7RipU538WUqt953CeDNAJlU3/J/r1x1WHEd+1CXPc+pkbqilmA9rjl/HILPOwbH0L0HSis/B0TAA2E5eJM4c8xEDEVwUSlbcDCQ7dDZhri/RzKpp9z/F5sjiiGVpWOyYAcNEQcwrDFLwD7HOqMpcmANnY6Z/eFv0T1nWA3moRtj18OXUgKu/908a+R3LEVUqve4wB//5xXMdG0xa/2GSHREu8+meoVq5X9brx9RyVWI4rLfoGDPGJMeW1SIsO+ua9j0aFbfP42QrX1uGxjAbYt3QydH9+9Ab1zeeVYW3DcXfxlmIq99V1Y4SBUExAQ+OKTGKrEpaFK5j5CkzxyiRgKH8U8g9mCLbWdGDYHL8wqM0KJhoFhTGLDsxu1mXegNv12RPceZmOQrpiFGFbZzq+uLN97OYtGdoXOFaltH8N48kc4Pp17LEciMcexJf2fXMX8aZ7gE2VMk8YxvYfREbcM1Zl3Irf2Za/nMhpT0HnUX8ghtybjTnbO5MuMUz+e1KK1I43J1zgJw4j8qucndJsT6R7miNw8hFmH78HeqX9wEobR983T96s0PhxVvRq3+AlfNAwOs9v0+DDkRAkTwwKBERYWhmnTbI69dkhQGBMTM3r/3XffzdxHoqOjmeDre9/7HhOEzZ8/nz2+Zs0aJgK7/fbb8fTTT7OYq5///Oe49957J6cwnXMFr8WSw5RIDlV4bAKRi0UstpXOw506AxoHud0JwuVSzE6yFfGlkmBHqdlOwnFqJS7PS0B9nxbNQ8Ps2jZCIUV9vy6owjCJWcsvjqjjGNLDFWgYmNwGGk9IjYPIqX4ZCR1bYZSFoqLgJ+iNnj36eHn+D7Hr3pvQNWRzDpvswmdx1dOTfo4l5zJXuqLnuTnOc9EbXozF+69nc1p2BxazSIbGlGtwvORpdMUt5H0elVh07P/Hi5/GwiN3+HxOyEj8pNYPB39CL4tAf2Tx6N8JHdtRevoBqHVNo/dplCk4W/hTxHXvdRKG8YV+dyv+pMW+ugsjpvfEjFP3I6vBueE2yiFGSzQicptz4nvIqnkVexa9DYtkYkRcA3oz9CYzFF8AJ+PJxGKxQK/XM6HYRS/AFuANufp2khLZAWpY9oVKHnAJISBMkKNsys9hligw8/QDE7otelmJHVv8biCP79zpURjmuG5fuJ67qJG6rOAB1KXf6vO5Cw/dxikMc9z+ql2rR7YjRUfMfByb8Tz0StvvVGQehpRHDKIr57Pv8Wv5Y6XPsvrWlHNPQa1t8JqqEt+5G6t3LodFJPXpLErJHhcSmb4b0yqeRHzXbhafSg64Foi9No/T6+pI9LPWMQnoVGk4Nu0p5jbO53tLDZL9EWNjHIKed7Clb/TvDq0RJzsHkSwLdsC9gICAgMDnFUEcJuCVQB1IQ4eqsGzPlS5dJRYmyJhz8j5WJDs880WnK5qhsALsWLZlXCb69mgAimWxRyydTvk66osf8Orw4CmaaHS9AGafvA+frXLuwCIqCn4EmbEPuXWvOtkTs9xwVSY2L3MQnVEEQdwydvOE2KyDWtPA1jAUmuO1c88CCSReLj4cCdU1jHbiJHbuZPtnlKhxaspjaMi4GeMlp/YVv4RhjgIxigq0Ryn562Qx99g3EaqpZbNxw8oEnMv5Dmqy7mbdRmKLHiZpmNP3jCuqia7HXYVhR+8DNs3hF1HoibDBKizZdy2UxrHOVnrf2+JW4PCsl9hFIAkjF+2/HmEOznnss5GGMaFTT/QERkqOcGT673HpllkeY08N0jC/BVwpLR/4dNQjkjq2sO5cgzwGwaAjfjk2LduJ5fuuhsLovdtfYRrE2m0L8MmaU/y373AYIacPrSm4DgD+0Ks3wWSxQDoSSSUgIPDlIVwhYzdCo/EuENrd2B1UYRg5D81IiERyqB77mr0fZ4MNHYLlEhFzQmOd1mIxemLmsZsnQgerPMY5OgrHjxc/BYilvMaWFOVpb0rg4yAm4hHTxJaz2JbTqrPQmrAGye2bPC5LwrBAREwSqwE5da/gfM63eT8nzFuE2ATHSTakXe90n3qolvfYNxAmu0Cf3r4BB/MfG/371b2nvEaXnvDhUOSLkx2D7NgRpxLcIQQmhmeffRZisZgVrqmYvXbtWvz5z2PX2hKJBBs2bMC3v/1tVsQmcRlFZj322NjvYMKgY/zSp3gvPi85ClU9Gpzr1TChNVuFCEgOVWJmYsToGHxOchSKjUbsbOiBZsTZk6Jc5iRFIl49Jm6NUgZXXJQWPibgkInFyI0OZTe6PvisppNX3KU/kJM0HywQIS1cdVGIwworn0FR1bNOe564bzcTM3268jCMIfHojl/KpgvUcucCvWsBvjVhbdD3L6llw6Sfd8yQoIYjftsiVaEzZh7iu/d7/Q4kdO6EwjRWcLSPSTKb3kL4YAV2LP4UVpEU4DH2MYpt32FbM6lvqMgb07UX9Wk3McdwPtA+Hy790+jfqU3vYc4Jakp1Rj3czARSZtr3AHCdU5pSWjrueOjxktr8npswzBuxA8cx7ewTOFX8qwlrPt7b1IPlGbEQC1HVHuMd169fj/T0dAwODuI///kPduzYwWKbIyIiLn4BtgBvpseHY0tdl9N93gTKdjxFH08EdK25Y9EHSOnYhPyzY8fRiUQ57NtF0pXiMw8H5VzaFzYFg+GFTFTeF1nCUmR4Oc5aLbzE8+LRmpERSd27cemWUpY0Q6L1mSd+6NdroHPbmaKH0JZgE5z5E4PelHoNu7H7TRrk1L6KrMY3WDy0yGKEzDTI9kVE19w8inR94dOY4Mwf1EM1iOvazWofbYnrmHt6oKQ3volZJ3/g9P6p25rZrnuaL6H798wLnhtsMElq24jpZb9wNzbgeC2akBRsX/Sx2zo8fWw1/f4LEAUEBAQEvpgI4jABrySQO0WPxu93ad6Rb3i1G05r/RCdDYtRl3Gb0/3BMKCgYooiZGxQ6SsCKLvqT5CZfb9GlUNXoSunpz2Oc3nfR271SwgfqoBRFoXKnHvZRQVfZIZelJT9kkUc2UVm9F+dPA57Fr6DoVCbrbgjA2H5iOIZLclZYDVrMOv0j5DStgH75/0b44Fs6gMlvmsPygKY6Jp94v+culdUw60oLfsFis79FnLjAHsfTeIQVmA9VvIUzLJw9ERO97re9keAODJUEJFAKzzAVwSE9Zdj9e5VnJGKSZ3bsWznOmxduQuy8DRsWbkXCn0XEts+ZQK75sRLoeMTtRgkTPIofLbyAJbuu5rFc42J1EToiF2MvXP/4/c6w4aqeV+gpja+i5oc/yKuvKEJy8Onq4+ioOo5zlhL5+1bsXbbYpTfVIvzfb4vkqIdijoX0jHHTm2fFnmCNbSAgIAHNAYT+l0cD8eDVGQrdtN4ilzMyMVovGIVf6DDrt7P/I1Cl6IwF+SsmtXwL9S6FEtFFmrfFrFJYdexJZFVNBVPv/MZE0J4ozfC+9jD3rna7+DqSs6y3sRhBMUgKQzdfk+GJ7Vv8UscFpQBup8YZJEsdt0oi3C6XzbBcSaTCbmMUDE57vzYGJy+Z/5ElgbC8dZ+rMmxdakLCIwXKlo7olQq8cILL7CbJzIyMvDJJ59M7ptPwrBrPgHk/J3z6LeYHxPKbuR2Q+cDhZT7eK+UybA2J8Hr+shlzJsbmSdkhj4UVP4e8d27YZKq0ZRyDRpSb8CUWO6IsIruIeiDKAq3Q25CPZEzEd13zOtyHeGlONl+YdyVHcmufhlTqp51u5+OsFKrEZdtLcUH6+pglcpxcNrvMe3oD50K9I4FeDpHn5wafAFjwVn+YkW+0Ccv9nI63zv/DRjlY5F0jlA09/qt8zibrKwjrmHRA54F99H9p5De9D/0RpQitm/MEdMT9Rm3I6v27ygte4j3WGbJAZtoXC8Jg8I86HE5FjeuysKx6b9DN0VGsnGdEbM5hGGOSHgK+n3NKZkyI3HgAgug6LjhL1n1/0BZ0YOjMaHBjsrr05vQOjSMlDAhYpILcvz66le/itbWViYGKykpYcKwSy655OIXYAv4BTVr0LX08Xark0u1Lyj6uFsUh1h0Tvg7Tkewlfuu8OkaFUyooTu2ez/6wwphlEf5XJ4cxCM0/rs9ctEVuwinp/JQ6Lmg1tQHJE6j5+TX/hW59a/xaq4m6PBanXkXajPuwGBYHu9teRoVWqRqVOV9j93SG/6LWaf8E6kRzYnreasVo7sPYsHhO5hrumODPN36Q6cwlzpq+uZL2ECZmzDMjmh0vfnMEZRqRPT3QGg+jsx43s1t62IgbLAS847cxTmOc3y/huVxOFH8a7T66bInICAgICBgRxCHCXhlSkwo65b1h5ieg4gYOudzOYrLcRWHBQvXeElPEUDxDW9jeuWvea2TDcKsZhaDyYVeEccGsURM135k1b3GLPlbE9ehw0d0JAnDVu5aw7oVXbepMnTikh1LsXP+O+iJtVmFB3Piitk2d25HQutmtCcFZgM8/cQPxrUvIqt/k9dqTR1mn7jP4wWqwjhWOJRadEhr/QDJ7RuxdclGNCdfCTPtrwfXCeoYpo+KLhY8TZryYcWey7xeUEXoalh3S0O6zbVNr4hlk6OBkNz8IfJqXmIXCGcKf4aeuMV+r8PmYrYPSk0j4noOsAinloS1sEocWqj9gFzv+FJS/phPcRg5v8w/dAfCdGPtuFp1NjYt2QQrR4cR7X9/+FReF7VUaC5JiML5vlafy6aGhWB/cw90Rlscgq/Jz4mmd9j/SDEBAYEvD7X9/JwY+GK2WlHXp2UxWURGhIq5o1CcFhWijWYrBgyTN3nMB4Whh9dyIQ5dylPKf42c2r9BNhJ3ZIIEtem3uk3c15aX4f7r1uKZdzd5FfR0xi7BoDoHYRrPwumWxHUs8jz3/Asslllu8lzwtKM0dONoyW9RcP5PUOkaIbKSrJvPmMq/cddAeBFie93dc8cDmwQWSWEVSVjHsEEaDqWBuuetqE+9ERX5P+Qchw2EFk5a7ONE4hxp7jmefiIYMpmZ++lEi9AEBC4sYkAVb3N8yL0KWPKkX8IwV4IVgzYrKRId5ztgooMAD6aWPYr82pecjnmxfcdQXPYLVA69htAp1yNWJbc1yEnEMFusqOkL7rnfkfNZd2Pucc/iMKM0FEen/Ap6P6NvJ4KS8l96fZwKb6t3LsbmVYfQknkTFPpOLMp8khXeCfo/CXhl6jDsXvA29Erv4r9ACBuuD/o6vR3ZqfmNq+nQjkUaik9XHUbpmZ8htXUDJGYaB4nY3MjpKQ9j/pG7fW6/4Pzz2LHwfVy+udjrvpghRmXBD3D5xgK/zun2gqldGEbrkTiMa8gVTmw12uIStbWYfvpnOFr6HPojS1B8+hcehXPjFXo7xsHRnJK017c4bkKxWhGu5dew54gEVua42xXjPPfIp4FkekI4TrT7FvE3DtjEYcyJXev5eKXR+N+o/Hnnb3/7m9fHL1oBtkBAZEepERMiR9L7n6Kxux/z9t2AuL6jnMvSMcbuLFYfdyliOqnmMPFMpjCMrmSnnnua/dssVqIx5SqcLnrYq0iM77W+722LURvgnLxpHK5X9BnyFYYRFpEMp6Y9wf4tMWmQ3vwuIvrPwCKWY1CVjtrswBuvi6r+ENB3ihr0z+V8GxlNb7OGO0pRoWYGigc9n/X10XFHbNdeJvDmaqKnW9TQWSw6dAvqU6/HsdLnnJZR6NqQXf8apGYNOmMWojthLZZmxMLw30d8xomqdY1479JaKPXdGFbEcbrFXyxMLfuVz3EKvSaloRPhg+cEcZiAgICAQMBcvGdDgYsCiViM6XHhOFg/dsFuj9LxRHQ3v+IRqfalpiGYpIFP0nqCKwKIi/ln7uc98KVuUU/CMDsqTR1W7F7v5JqW0/AvGMUq7Fj0IQYjpnA+j6IOXIVhjtA+Lj1wHd6/vMV5e1rPbmb+wGIzT92Hj5P89e+ykdX09ri23xU9z7/t1b/GJvz8gS62lu27Fh+vOYXjxb/BrNM/YZVJ14k8gqbqj097EoFCF2YSq28XqimVT42KwwIhvm0rFh35qlOc6bKDN7BPdPes19CVxM9e2pFhdRoa1WkYL0UVv+G9rBhmJLV+gtakSzkfz6j7F2aeecA9+kFTg6s35mLP0o3oDHf/nUcMnOG9D+Zz72Nxyjrs8RKRphCLnB1ygujG4w80iUpiV/ZvuRUajbOA78s4iSogIMD9+x8aHMKwVudXBKI36GxTP6BjNy7kYhHSQ+VoGHI5sV5ABkNzkdC1y+dydnevFTtWImqowukxKczIa/gnjt4ejfdfPscmrn9y7Vq01tcwgRiNN71FAZLq/PDMF7D4wE2QG/vc91GdjZPTfoXlu9Z5deTggkTv9em3jE4QX7kx32lcwMVgaL5f2zhT+CCW778awcQCGfbP/js6ElZCOtyFFXsuhdRkO8emNr+DutQbOcVhFulYRNvnGdf4KYLEh5MVQUXCFJkgDhP4InPnWSCmABcbFP+4ND0G2+qdo6T4CsPs0KxE/t478JmyCLqQVHafVAQkhSlZ9PJEQa5lkf2nkF/zkttjJokKB2b/DXq1bX8uJNGd+xzimzwT6uAOX1vwPfzg0+/id3t+gPnfeIvdV5l1F+pm2oqw40Fi0kJkNcMkC3O6vzesCPGDvqOo/MHbSI+cOrLq/onywvs9LkPxklSUdS3MEhKL7zmOkOFWGBUxOFX0CErKH+XcHwvE2LRiL7Jq/s7rc/IGCcMqsr4NqXmIzb1RxKUd2nbkUCVW7lmHPXP/g6ymNzBxQm9nxKILK5CUGsfh3sdDvLowJQoyiRg6kxlKiZgJXOjQc7TNtzjMaLGwOY3Fixdj3759ge+ngMAXgAilDAvTYgC6lR4B3lkP1G10X1BK1wi2a/CCptcg+gKmhDpew9L5JrPxTUT1ncLOhe/BJONO9tAqk3k3DhlFcsis7vMUdG1/ctoTXsXT3iDxuFms8EvkFShl+T8ZjR6kNBWKgHSkuOJJ7FzwHvqjfDuXuxKi81yX8gadx1fvXIkw7djJUGoYRnb9P5He9DZzJSVXtvmH7/L5OdHjGU3/Q3f0PDbHITZpsWLnGoTrakafm1f7ChOGH5z1Eub1+K5BSs06hA9Vs4a3i52Eri28lqP3gkwCKvN/MOH7JCAgICDwxUQQhwn4JCdaDathrDjjTWxFzJiShqNf4+coS50ZE4VrvCSJ2pwKo1Yrr8ktO01Jl3t9XGrox5rtizgnt2QWLVbtXo2NK49iWJXk9JjYPIys+n/63D69U5l1r6Eu846x+zguagJFzhEdwAeJoY+JewLFIpKgxuE18SGu+0BA26J4hOTWT9CQcSssZhO++fWf4USL+/4cnvE8ul1c2vwht/rPvC5MlfrAbcCjeo9h0ZHbOTtu6Je15OhX0ZB0DY7O/KNPUWOwmXL2CYTpGvx6Tkrrx5ziMJWmnlMYZofuX7RrHTat2A+tSxSnUcbf+e1M/TnEJa3D2qw47Grshs401n1MhRbajj6AQotcImJOOsEq0dAk6kO3XIXK4xe4E1lAQOCiJCHBs6uFt4jtYGGwWC8qYRhxNv9+5NT93atgigrarUnrUVDxlJswzBGVuQcrTt6F/QvfwjPvfobbZuXxijAn+iJKsG3xp2wSL635XVag1SmTUJd2E+uoLT35Y7+FYeRG5thkQRFA5PqZ0s5RUHCgLuNWv7bTEzMXrXErWCx2sJDAiEWHb0Nn5CzWIe/4roUYe7F6zyXoCS/GzqWfQT14HkXnfofwwSqIRtxAvkhs//d9aCn6blAEnP44fAgIfO7JWAM0uMTvhmcB1356UQnDaPx+rkeDmj4Nc/ZSySRICVOiedD7XIQnYZjj/EB+xe9xcoYtOs5ktTnyBILYxVNSPVTD3B/ouEuOGC2Jl6I56TJYxTKcmfII2hLWILvuH4hkbhUytCZcgpqMO6BTXXhhGJHYtS2g59ExuHoWOcvbxGEnM+5D+DicFqeVPYycutdGBUtmSNCUfDWOzqBrdBHqsu9G/Mn7MJmktH3sVRw2XlhTJcVe5XyTuU/NOvEDRLCxlZU91pByLY5P/z0gEiO95d2gbDOn/u+QWoa9zhksPPzVoDvgcAm9KY5UJQfaw2fiQhLVfyKg8RKNlvsivc/5RiqkLF7eFXJVJwdDX7G2dAwkxzC+wrBFixZB5ZICISDwheW6T4HucmDX/cBAPaCIAuY8ACQuAx6wXfdd7KN4nSIB1el3YGrV0+Pe14jBcuTUvYrKvPs8pmC08bhOpWPbJyuOILlnF7Lr/46ovhPMwbo9bgXOZ9/jt1uiK5XZ38GU8+5R1sFEJ4vB+dx7WT1g3tFvcjbN07lw+f6r8NGaikltqnIUhjntj1mLeUfvwYGZL0HuJQraEfrOFJ37PRpSr8f6TSVQWLScwvAFR7/Be6695NQD2LP4Q1zs+FMlpfmk0KEqDIXyjxcVEBAQEBCwI4jDBHiRkxDNLsj37t3rc9njZxvZJInaRxdLT2QpzOOw3vUX18IdWeTzvUgxiRTM0cEb8w7d4bXrkQZ4Cw/djm3LnbsAYrsPQGIx8LbqdRSHGSWhTi5lFwSRLOCnkhDrePHTAXfnBEJa83toTrocN/3oddS6CMNKp6Rj81W7gACjFO1IzBMX5WFn4aHbfFonZ7S+B8PZWJyeOuI9Pknk1b7s93PMEm6njEUHb/X5O6Xf1sodq7F92WfQhGaP3t+SdCmKyx/z+Xz61TZHL0NNSy+WpEVjfU4CLFYrE3U1DehwqnPAb3EXbTM9XImZiZF471wbggU5hvEVhgmTqAICXw6oWMJnjOYpYvuLjkkejtr025HV8E/O8wEd30+OnCcLz3uOaLGT2LOHnefpffQWYa7SNkBkMUGrSoVVbBtXkIj5ZPGv2Y0eszpEGqS2f+r3a+MS1x+b/ntE7ToF1XAL93MyvsqEam5YLUhtegclZ34BhXlgtInjZOHP0ZRxM6oz74ZVJENC5zZeUeJ8OrjpcVdhmONj0QOncfWG5NGoiS8qLYX3Turvkoq6QqSkwBeCK/8HSCTAQyMi2W82ATEpF0wA1jAwjKreIehNZsglYmRHqhGhkGJ3Y4/TtYRBb0KfDwfijFruc5YrmS3vjIrDAqUwWo1IpRwHWmzNYgVVf8CUymecRNUUMTh4Lgd75r/BnMqoiDreQup4UepaMb3sF4jv3AmxxQCjLAJ1aTfibMEDLII4GPARf3ti9bYlbrF+EpiR0fIO4rt24dNLTqAl8QpYT943qec4KtQGik6ZApUXx3tXV3iKcty2fKuXpYPTQuVNGGaHxi4T56kHtD9ii5MkYRjtzL4Fb2IyUQy3Y/rpB9nvgYR3/rrE2rFC4jXdITVMibnJniPeMiNVqOwe8rqNrAgVYBkTNbS3t0OtVnu91hHGLQJfKmKKgGs+cr5vghICSMpploZCZhr73eplUay5OhAoDvLAnL+jN7IU/WFFWHjsax6Pz0aJGr0RJYjv2e91nVn1r3OLw6wWLNl7FWI9RHE6MhiSBbMqFo2qa9GYeq3NITGIzTIVhT9BbPdexPfyS9MJhLPkGiYSIb/6Ba9pKlRjmlr5G5ye6j1e2xVdSArUfjZ684G+S5lN//PrOSHDLSgof4pTGGbHn08vtu+L2WAtNwT2OxUQEBAQEBDEYQK8oAvx3bt3s+4uk8WCIy09aNc6T2iSM5fdVawrcibUumNe11mV/a0Jf/epA9+1cGeP/iExCp/CFS2zddkWrxn3RHyf7wuAiKGzbq5Ic47fC76IHSZQiMbUryC37m8IBnQB59FOXiRCTPdB5Na+griu3RDBgu6ouajOugvt8SvZBR918/CFio2D6ix2cdeYep3f+9oZswBR/ScRCCKzgX0HKAaKSMrIZu4fNqe5kKBcHHbHLkZqu0sXuwdW7ViJw6XPYSCymPf6yW2OK5aKC7Jxrsz9PgyKGASLsN7TyG74F4aVcSzffiDcIS7VavE78pO+Zeezv+F2v1zfjVBtDa91yK0azDr1Q+xa+P7ofVpVOrqi5iLOx8V5T0QphkPT2b/Lu4ewRKWAxmjG9vqugGNZciJDUJIQiU/PB08Y5kpdcwtiI7it1QlhElVA4Ms3RuNiY3k9vjJnKr7MnCj5DYzSMOTWvewkyKf7Tk35JepHIp7F8C16olFCfMdO5jTmGmFOY+GMxjdRWvsHqE2doy4hDak34GTxE7A4CKEdhWGweHdY4MLm0nKn2/0UxbhtyWdMHJ3a8sHo69UpEnE+++uoyv62+2uyGLF092WIGXSOY6bx3oyKxzC94rHRLlazSIb2mMVoTr6CRXGmtH3CxoeOxWaKyTxR/CQWHbjFp7usL6H7F1UU5jS6mGQXrznJ/J1VBQQ+VygvzHfbbLFgS10Xu36wozebcdIxjt5PUlvHrmm84e91lyvZkSpMiQtHt852rkhtfg9TK5/mXDZMU42Fh76KrUu3MPHJuLCakdS+CYntW5mwqy+iGA1pNzCBFx9iuvZhycEbIbaOvecSQxcKq19ARtNb+GzFflhPfp/XXA+fOSR/xfWFZ3/jJgxzJMTQibWbpiPE2DXp57mB0Hwoh9uQU/0ykts/hdisR3/ENByd/jsYFbFen3u24IeYffJHHh+naK7TUx7mtR8ktJcYgyN24N30KQ6BzMIdjR4Ijt8fEobZG2Q10hhAPHEpCa7MPvxNpLV/5PQ+xPR7n4/1RHXGVznvJy/6hWnRiFN57wLOi1KjZVCHQQP3+C8jPATRIXJoNGPHLhKGeROHCQgIAHjee00iUMziEHyy+jgSOrZDZh7CYGguonuOoKT8Mb/XRdeAx0ueYcIwoj15LTZGHMDyfVdCqe8YPUbRsbMzZhH2znsDS/b7rglQ05NrYxWxZst8hOrH4qG5oG11R8zEriUbnB/gef0lFoFF5voiYqAM4RrP5/1gMP3sw2jIuAlJ7Zt9LpvS+pHf4rDyvPvYvPpEjEtUDjHefKB9KKj9K6/l+K7vYiM1VI6mcbju05hLF5Ic1H0SEBAQEPjyIIjDBPwqPtov2FcVhKFfb0RNrwbNgzoYXWpax0ueRsqRK1iuNxeVOd9Bc/KVk7LProU7x+5Pk1jFIh+9YRHJoAnNmZD9K6p61q9uHBK6OHK24CfIqftbUAa55Xn/N/rv7Nq/If/8CwjR24QtBlkUEyM5dg8ndm5jt8rc7zFhz6yTP+S9LSo2qnTNGAgLrJuRIivIVpqv45qj1u2ypypxonzMMeP3/3sP8aZqZic9YC2AdSQGgQu1phbpTf9DyHA7dMoEVuzVqDPdliN3jZKyR7xGWBHkNEcRC6v2rIVBEoFP1p52u9jlQjE8dlHtC4lFj+S2T1GXcRvGS3rtPzGz7EH2+dm3P7XqWQzLY7Bn/v8wEF7IJvf9/T4OKxIwGOYe/RKqqfGvE6jnEMIHzjqJ1fbOfwNrt85nE/BcGEUKHJnxp9G/O7UGDBlM2Frb6RSt4i/n+3Ro7tdBF+T2ZDnNTIxAwjBhElVAQMB1jObKrIxEv94khZhidL9472vZlIfYLaX5AzY52R8+BR3xKwJaV0z3ASYOc40wt481S5OBo/fZ6oLkEpLV9AaSmz/Ap2tPwcLhmis19fM+39lPK4ntm3HVJxmoTbkJJ2f8zmkZigAjYXhV9j2QGYdgEctZ4d3TGGNq+a/chGGOOJY3KRoroXsPZGYN6tNuYq4g53LuRWLHFtZxPqTOYpP9tlaAwGPHJxqtIoEVKby5/k4ENBbVGICZE5s64tnFODUKYfLAXX8FBATc2dHQ7SQMCwZaZTJvl59AiJBLMS8lCqFy23khWimDVCzCjOPeIw4jBiuQ2LENbQmrfW7DU3QmNcgtPHw7wofOj96X0fw2c7k4Ov0PTHzsi8WHbnUShjkSou9kwrFBVTbCvTQa0dH/bLbL67VakNK2Edu/H4Lh1gRk/ayd3a3QdwKqDPCloOZFn8uojV24EJBYfP2WmU7jDnVHK5I2l2BAkYatlxz0+NyGtJsR3Xsc2Q2vcxYpj5U8w2vuTGTW4/KNRaNxm+OFT9Mn0R09Bwldu4Iyf0bn8yUvuO/HQEgOtq7ajcli1tHvuAnDAmUgJAOni7kTE+jXRi6IRTGhKIoN87gOck1cmhaDU52DbK7YLqqguMmcKDUKogURmICA32i7nNz2gklv5HSYpWq0JF8+ep9GlcHOyXzm3DXKZBb/1xW7yHYN6CK60qnTmVOmUteCyP7TrMbSGbsEVonteoSPKJwcxlyvY+PbtvIShr13aQPAY56di9gQGRakROOj87axwCgWC9Ib/8vGLhEDZ9m1tsQy7OS+NhFIrQbEde7iFZEsMfsfM96QfhMb46W0bQi6mEobksr7XG1v4pOa+MVQfh4Jl0sxNyUGww1d6NKN/bY7ouYjofcAr3V0xC1lbr4CAgICAgKBMHmtTAJfOCIUMsxIjMTleUm4piAJV+WPFR+16kxsXHUILXGrWHSgdWQw3xm9ADsWvo+yop9P2n5S4Y6cwkgQZsfe/bl/5steS0L02P6Zvp25lNomvwfO1CmZ0sI/75z25cjsvzjdZ5KFoznxMowXnTweVSPisMX7r0dp2S+g0reNOjaQgM2T0Kng/PPQKRNRm36r39b/BefHRDn+QLFMR0qfYxeV/jBkEONE+VgMwszCRFyzbwlW7l6HVbsuwbpt85BP+2R1qYpbzSg9/VOs2b4YRVV/QGbjG+z/a7YvwvTTP3NfXiTCqSkP8y43svfY3I81W8ciGLyhV8b5VcqUBeGCKvv8S5hV9lOIHYRhdpSGbqzctZqJ5ywSpV/7ZhIrbd3nXI95iTPwBE02OEIuLZ+uOYna1Bud9pz2kZxPti3b6hRFSZztGhyXMMxOsIVhVLShIo6AgICAP/jq8HflYhaGUXE2/9wfMP3UT5FZ/6+A1tGcchWqcu8NWBhGOE7I2h1GHDnRAsz6w5gBK1vOqsWKXWs512eSR/E6d9onVO03EjblNL+BKz7OZhuTGfsx9/BduPLTXKzZsQSrd12Cpfuvw5SKJ1m3NedrMQ8jp/YV+Et033HmMMP2XxaGppRrUJtxOzpjF9uKAqLJll3xh/Zr56IP8cH66kndR/o+LPyzBGEPAVUjmoCsoqk259oJgEVzKmWIU8kxPT4cVxckIV7N4RQsICAwyqDBhJPt/dhc24nNtR041taHvmHPBVl6rN9HRGQgnCx5mtfxqTtqlt/rTlArsDIzdlQYZp8zWb1pDmTwXXzmM4cRrZSiND4cKzJiESobE7CRS9Xigzc7CcPsUGMhuapH9XqPh8qp/itrgPK6/d5j2LH4YxjFNrd4V+i+fnU+zk253+FOM+YduQvzj34diV27EGcZKwbP3boG8rbDGNZqWYSoL8Q83scLAUU+kmDdU5xzhL4RqzfN9rqOEyVPY+eCd9EZPR8GaTj0skg0Jl+FLct2oD79Fl77sXrniqAJwwgLD5EkfWrnsr+Dc1nfCsq5X2uwjffsTQEUJ0nvYZiuBsWnfobJIr31/XEV8em9MInkODbtKWxZ5T3aze603sIh+nREIZVgTlIk1mcnYElaNJalx2B9TjwKY0KFeEgBgQAwvHeN379rjSKJ17L16e6NxHpFHFoS1vrYhgi16bdh08oDKC98YOwa0APDIcloS1wLnSoVSR2bEN+xg40JGlOu9rmPTRzLzOTRoE57M+OUw3neD9Zlx2NpeixkEjEUEofXZTFh7faFmH36x4jrOQC5aQBKQ9eEC8PshPWdZe+9LwJ1lDo0+684Mv05DKkyWT3PXtPzBp9zamviGvRGzuC9H/TdCiZ83rPJhFKZqvs07Du2IDkSIYY+JLZvQk3OPbzeT6qxnil8aBL2VEBAQEDgi4rgHCYwIeRHqaAVR6Llkv/hwID/3QqT4SBG0T9N4fOwP/sXmF/9OLMKdoQGYyeKHkNHku+u2LwaZ9EW31xwEkjxpSX+Epgl7m4TFC2Z2vYxxuOcsHG1zXI+7/wLiO/e6/c6cmtexr55/0Zb/Grknv8TYvpPQGQ1+xx6J7dthMSkhZnDRcMXzclXYSBsCrLrXkVC53bmRGaQRkJh7Hbbrt2l4WAuiRJt1thn/zADhcbjEDnM5YcMt2Jaxa8RNlSFo6XPjd4/teI3LJ7RFRLM5dS/BqMsEmcLH3B6rDr7mzCJ1Sgte4j3xKdK3wr1UC00oVlelyPBk1msgNTHpLidIQ53M7+wWjG94lGvnyeJxmac/BH2LHwX/aGFiByq8L5Keo/SbsOp4l977OIaCC2AWSSHxMrfIc4i5hYMHi99lt3CBqsgNQ1AG5IGvTLe/XWIgHYNv/d1stEazdjd2D/694HmHszLVDgVdgQEBAS+iNDE8YLDX0U8i7YeY/qZn6M8/4c45+B+Oh7onEMdub7oj5jqNsZc9OkChOoamCMUCX+oYNg5BMSFjs2TU8SU1DjIxFRchU1yGfOGp/OwzDqM1dsWs3gqV0E4uX2S09flnxXh4zWnYZaFuomqJQFKoguqX0Bj2g0eHx9SZSOMZzz0ZFKf8hXoVGmseDsZ08Q0DqUicps0Ewdq60bvJ2HY0+/Yos19QeOTvKhQJKhk2NXEz3X4kqw4YYwg8KXGYLagvl/LnIGJWJUcmREq5mzDReOADkda+5yKMoMGHer6dUxgSa43rpzvDU4snivkMqkNSYFaN9bY5Art56FZ3iN3siJC0K4xwGy1IkwuRU6UCsmhNpFo69AwE7dJRCIkhSoROswv8id86JzPZXqGTfi42uZ2bXWJOQrVjh0HucTX+dUv4uBsz6LlFB5zH3SdTtHKH11ajayav2H6WXL1toye6w/MegUdic7zPFPP/gop7Zs415f+czq3XsX+bXeh53PsvlgwyCKZ43tK/Ts+lw0ztEA83IU5WbksGnXY7D5G6I6Zj90L3+W/A1YLEju2IqX1Y8gM/V6/A6NP4ekwQsudmvooZpR5b0ClxsKu+KXs1ha/EnOPf4cV9G3rELHH+YwBHbdrZ/e9Y2M9ksbnNbwG9XAzDsx1n0PyhnqoBiHDbRhWxmEoNM/n8rOPftMv59mxSDcx9NHTcG7NRpwPQM9Ax8n54ijE23M0XWnZDxx+BgrDIOISZgMLH5n0CG0BgS8KNO83p/2gX5Jj+rUdL34Gi47c5vUYYRbL0TTiGEbX21F9NJdvwkB4EQ7PegniwyYkt290ahbXKeLRkrieOUeT0IsvlPIw5/h3mQOpo8ClOXE9EyB5cgM1SkNRlf0tt/uVxm5e243r2oNAsDgIwWcmRmB/cx/79+wT34da14BgopdFQ2Hs4bXs1PO/95lSQpzND0wURzSmXc9udqT6XlyxeRrndume3rCpiB4s87g+nSIOrQlr0Rq/GpdumekzQYfir8sKH0BW/T+ZW7k3bHsk8vme1KRzRyZfKLQmC062D6CmvQMr916Bdb1lo79V+6jL02+3K2oOTk19nEWCCwgICAgIBIpQURaYEIrixuLOGgZaL4p32VP0j7048+7PZqCw+yM2Z1GXcj3Kim0iIj5EDXiO4nFEp0gY/TdZJ1tEUp92wDS8rU+5HsdmjImVHGlNWA29PBoKA78LCVeaqQNnZKImr+algNZB4iyFvgutiWvZjZh/+C52EekNsdXIiph2cZhU34MlB25AmKaaiZ8q8u5DddY9tlwmDgbD8nCy+Emn+5RD9Vix/yr2ftB7a7EApc+H4HQjRZyOfabpmuMQeZjLymj6H7PFps4nqXEAOXV/9/o6KNrzXO69bk5X9Zm3sVt09yEs2f8VSOD9s6ZPofTkD7F3kc2JwxtHSp7FvBPf8TkZSLERbfGXYDxkV/+V16QjdU2JzTrsXPAertxc5PU5vRElODX9ae8rFItZJFZhNT+HOfrOdMQu87oMfWe8kRoWgqZB7jjcC43rxDwVenY2dLNOXEEgJiAg8EWG3CnDNdVu95P4elrlUxBZLajM/4HXdbgWqLk4W/BjlFT82usyFojZGMFp3SIREiwNbFxx7AdgzlBEwqPAosyxoiHtQ+G53+HM1F86PT+r7rVxRzCG6Wq9nnelVj1W71iKzy455rzvru6nfqDSeJ8YPzTjz1i5d91F1afbFzYFx2b8EaUnfoTMpjcmfHtUV1j8ArCP1cHHiuGv7j3FnI35igtWZcQhTGG7dKdRsa9PLUIhFcYGAl9qqNnjQFOP05G1TaNHeecg5qdGM/csV8cwV2GYIySSiVTKEBMid7pfzyGcCRafrTiIKzfmQWpxvzah/Tw+9UnOZhc7tL/k9O5Kl9aAw6190JnG3h3Lth+ikOd+0TUXX1zfTxIH+SKpfRNEFiOsDk0/EpMG2fWvIbX5Q9bIxQfRyKdfm303u3ld1mJCXu3LTveRExSdw/e66JjsLvRKFXeDW3a1/26cE43c2AelpgHR2rM+l6Wz0sxTP0Pc1A9waW4CE1nubuwO2CFPOdyOhYduQ+SA58Kxp/3gS23WXUhrfh+xfUc8fg93LPxg5A8LZBYtWpIuY2KEnsgZCB8sR54fLqp20be3fU3q2IJV25dBJLKiM2o+Tk/9JWe0OBHTcxDTKOK7d2z/ab/KCn9mc+PxQFwX/8bOzct22prurFboIgogkSqgGwrs+GWyWrGnqQeJagXmp0RBbB/LDPcBr88C+h0aAxq2AEeeBhY8CiyYvAQJAYEvAmc6B9AypOcVI+iKJiwTVVnfYOc2rmMUiWJ3LPwQVpEERZW/RXbd30dFO5S6QCklJ6f8AodnPI/cur8BZiPaE9cEJEgJ7y/Dyj3r3V4HCX8ym9/2+Dzax71z/40hzrhifmcJinz0F5lYhBDpmCNlgkoxev2V0vYJggmdn7Yu+Qxrti+E1EdjOS3LR8RMrrJtieOrAzhiUkTh/fU1WLL/OsT0HXNKAjla8lu0pFyDGafvR1bDv92eS8K/Y8XPjMSCSlmz2rSzjyOn/h+jLrB28TIJAevSbsaZoodgFctxtPgZzD/xHe/7JlHhxNQnMPvUDz1+I0iEeKrEuXZkZ0w0PfnQ2HPGnq9A4jI+slfA9GI1zLJw5vROTnBkDtEev9JnXUNAQEBAQIAPgjhM4EuFPfqHJvQcqS0vw4yvlgXcBUpZ6Hwoyx9zlyIhUUviOqS2bvD6nJ0LP0BPtHNckRMiCfbP+huW7b8moOJbY8qYPbVipHPSX2i7Cw/diu1LPhu9T6NK4/W+6eW2mLz8c89i6rlnRl8DuWJNL38MUyttsQX9UaW89mU4NAOfXnICItMw5IZufO+W21Hb6OxiNT8nBCq5dwFQVv2/2ERcYsc2SM1ar8uSfXRCx3Y0J1/hMQZT7EMYZidU615ojencg3nHvjl6oU4XLV1R81CVcTfy6v/m8XOni7ATxb8auQgLHJqI5wPtR+jgeQxEFuPjFUdx6fY5zFHMFY0yFTsXvM9rnWeLHmTrza/+k8/vd0PqV2BQxCBQaP1TYkPRNHBxisO4oIIUxWDOTRbiJgUEBHzjXxjzxUF6wxucwjBHiqqeRVXOt5izpif4TPhVZ38LRVV/hMzs2UaBhGGOBWtX1C7FZPo/FRDtOgTHbml7QbD0jO1cNx74PJ8iw9Mb/oMGh9in/vApvN05XPHl7NkfVYJTRQ+jpPwxzvWb/HBBHS8sTjp2OQ7OfhnLd69DdP+pCduO/f8tsatRFXcV9tV9z2kZut7wRxhG2IVhRHqECnX93semU2Js1yYUf6bVel5Wo5kY1yMBgQvJkMGEvU3cjVMkF9rf1IPVLs56Nb0an+eJ6l6NmzgsXC6dONdhsRgfrj+PhQdvQULXTqdr6BPFv0ZTynVen14U49y4RPTrjey9IScxR9LafEdF2umJ8h476A2Jj+tqgorHYosB5pFzbXTPISw5cBMkfrius2Nw4nreyye1feom0qZDNIm77SIgciIn0bc3pp15GHl1rwRVFB3oOdoVcrPiS3z3Pmyv7cDavCTmtEduc/36ACymrFYsOHyn38Iwf6D3JrH1M4Rq6903z1zTorB90QZoQ7Og1tRiweE7nGJNsxpeH4fo2/t+RWhsQkbaXlrzezg452/ojFvq5mpD4jmJxeAW373o4C04OPOvaE1aNy7RA4uYU2eNzgspxIDONH5hKwluSbxSEh9hu+MfUwBNK4eIzgJs/wUgCgeKbUJNYfwhIOCbcz22cToJuMBzTpktD2DN9sXsOGTL9JCwOWnRSKNTd9RsHJj9CoyKWMw+di/SW5wblMkBMa1tA1LbNmDrok9wLtf5WsZf5h+5KyCBG7lBhQ5WcdZEuiNLEdd31Of7cKbop6N/y/XdiOg/gzByQBVJ0Bm7CINhBW7Po7EeOcOSSCw5TInd9d1sZjtE2+h2rB4vw/I4DKtSYGXxyN7FYb7GAsxcIPV6HHNIQgkWVokCuxZ7rl8dL3kGjcnXIKvhXyyxg76zGnUGTk55DPqQxLEFRWKcmfoIu0lNQ8zJkkSA9P1wdVdvSb0avdV/QtTgWY+vd9PiLdCHZbLPc+apHzsltzBXs/Bp2OFQq+JaB33ORsvky8OSWj5C7IBz454jCosGw2Yp9s/9J3q91QUFBAQEBAQCQBCHCUwoXZqLS2Rhj/6hTk97weQXt13NxGF8ukA90ZR8JZI6tnpdhga8rSk2u2YitfF/kA13eHUPa0lY510YNkJPzDzUpN6CnKb/+LXftG2jNHxkB8c3EKZYIpWmngmhiPq0m926b11pj13GukEKK55G0fk/cF7oUPTmin1XYsOaMs4YJk9YpUr0G6JQW2ErwiZlZOOZd23RPTdsL4LIx8sN1di6HaUmfkUzqRerY5W2nveELsWHsPXpe7Fy9xoWR+D6XPo7vvcg4noPYv/Mv6Hw/B8QOXCGXTiLHDqFzub/xG3yMRDI4Y0vSn0HBmgSVp2E9y9vYsI26giSG/sxEFbAopz4Cv3slBU9yC5wp5c9hLju/Zx2423xq3By6uMIFHrfLsmMhUomvSAdQ55QSETQm73vUcvQMOvo9hSRIyAgIGDn0vxEbGsegPFiOtD5oKjq9z6XoXFUevO7qEu/dVzboqLZjsUfY9m+K9l5i2vccqz0Wa/eZPZiMkVK2ovIVFC2u5BoQ5zjN3JrqIg8OR8I7eG08l87icNobNUWvRhJPYFEblgRNlCOwfAij0tU53wLDak3Yt7RryOm7yhzKhuWx+Joye9YbMniI3dgoiGx/JGSP6Ap7TqkN745IcIwKrQcK/4NGtJucXK81TmIr8gtjFyMqVnF30aUnfUdWJZhcwgqTQhHh2aYxVFwQU4eSWFKdp2zePFi7Nu3L+DXJSDweWRbXafXx+mXU9E9hNlJY65a9uhJb3RwLJMVqULVBEVLMkQi7Jvvn8uhVCxCaXw4i4p05Vz3kJswjDDSdbah3ee66Zl16TcjUKgIm9C12+sympBUmKU2F3qpoQ9L91/v1/UoMRBWBL3SoRjpg+Q27sIhHaq5kvP0ujGRm+MxfSKEYTXJ1yOn5X9BWx+f/TNLldBYSJgwhJxINfueV/YMwd/aaVzXbkT1n8REM/vEdyHnmI9hIzOxFCZ5BCQmLRYfuAlqXWPA26GX3ylJxr66ltH7qCGAxne+kFs0WHjwZmxbth2DYfmj908/85BHsQGNb0vKf8nSAsDR8Fee/2PMPv1jn9vWSmOcGgb1QTQ8rO3Toig2DLKK/7gJw9xFdBQDH5woeAGBLzok5rZDcXyRDd6TORxxPM5L2JHLxFyItq7YjmGHa9HYrn1uwjDX9azaeylzezLIA2vEpTrBeI67Mf3H0YCxa1c7x2Y8z9y2RD7qMG1JlyOl5QMUVP0RkYPlbst0xC7G4dI/jTqxikaEr3SzO8eONf8Ed86VZvB3zX8HEuMgpFb+AnhP0L7r4blZbqLpil3IbnxxTF/xdFravmwLis/8Ajl1/xgV8TPBsyoD2xd8CGNI3FgUZuq1SGt6l6W7SI2DLJ7yXN73fcYaXwhhGDHz9JiBhCeUpn6s2HcVDNIIbFq5J+DfIRc6owm20baAgICAwJcRQRwmMGGUdw6gfKTL5WKCJu4cxV/PvLsJAz3dozGTNNHnb9GmKfkqTD/zC8hNA56XSbqMDXynnH0CBTV/drqAcZ2kI9FWQ+p1ODGN2/aWi5PTn4Hc0IvUjk95T0jSZNPK3Wvx0dpy1r2hl8dAaehGINA2Y3sPoWFEHDYQXojqjDuZMMgT1IUUu3EKFKY+r/tM+zmt/HGcKPERQzgCFcNI5Oc4aUvCsJCRqFOTLBxSH6/T7gY3GJrLa5uD6hzP65JF8Ntviouc9SLkujZctnWmz8+RHl9w7G7snvsGuuKXIUTXjJDhVvY5UmdosNg1902s32XrOvO1/wPhU5zu645bzG7jZSgsD3vnv8VmGeO7diG98S0mRBtWJqA+7UZ0xi4JeN2xIXJMi1GxiEb9Bboo9IQvYRhBu6wzmgVxmICAAC9KEyJxuK3vc/Nuhej4xZOTc2UwIJv+jSsPIb3pLWQ2vAHlcBtz16ICXE/MXI/P64qchbiROCNWTHYoFNpFYqXJwG/fdp7cjndwg5kMFMYeFplNYyE7h+e+iss3FnK6fXqDxgUkyisLH8nR9IBREYU9C99xu7/kjPfnBQNNSAr2z/knBkYEbFMrfhP0bejksdi8fCdMI2649nEo/f8n19ri1gkShvnbgGKne9iMqp4hSEQilHcPcUbZUddzXpQaBSNuQeQYxlcYtmjRIqgC3DcBgYuJ6p4hmHgM56m5whFeVwAjoiqj2YKGAS20RjMUEglSw5RoGhx/US9Y5EermcOgKxarFc0ur9tOU/IViKzyJH4eo1+VjSGe18dc1Kbfjlwf8X21GbeP/ru4/Fd+C8MoPmj3vDf9e45DgZIP9rkjwu4+T0KoYAvDuiNm4PT0p5DV8o7f52gu+OwfiywdmYc60zmI8z1DWJ4RhzlJkTjU4jl6lYvktk8x0dD+cAnD7Cj1nchs+A+bkxmPQGHX7NcxEDUdoq5KAF9h97U/AsSF+qw7O4k0Sk/dj92L3h91jw33EZOq1jYgr/pFVOW5O/c0ZNyCWad/7EMcARxcHtwYNEdouoLEtclHnY8fpKX15a5GCOMPAQFuaI7PDsXsLWwgEXPg85XkQrR01xUQi6yQmQZgkEbBoPQtNKHjy9xDd2LP4o8C2m5ix+ZxnRvlBu55C406EzVpX0VO4z85H6d3ave8t1B47veYcu63Htcf37UHSw5cj+2LP4VZqnJ7hx3/JocvkyQEUrN/Rgh6aSRkpn7mkWVfp06ZhF3z3oI2LAdRvceDNn7Ia/onykqDf717ITk97XF2kxn6ILYYoVfaBGGOSEVA8ckHkNn4n9H3Mlxbi9SOz9AfVogdizfALLl4rnUpUtKbW70rclM/1m6egw3rK5jJQjDYXNuFq6aFQiUbi1AVEBAQEPjyIIjDBCasw6W85+JyDeOKKZpy7hmEDHdAo7fiLoeJPn/jJWlgdmD2q1h06NbRzHRHBkLzmMXu1LJHkV/7EqcTFGGBCKenPILmpCswHJLk3wsSiXB47t+QsiHZr4sKmWkQedV/QVXud3A+6xuYVhm8i4iT034FXUgScmtehtJDZKXSxK9ATTb8fMRhzA3u1qtR7hId6vhZ0vvrTbTGlkm+kv2/O2Ye+/y8Tdr1hxV5dXijDmlaJoKjS8mRYVk0dCEpuPLjLN6fIS235NAt+GzFHmjVWez5wWY4PJtNsnubdCUM0kj/v7dcWK1QaRtYbBddMDvNtopE6Ihbxm58sXm5uBOvkmN+ShT2NPZgR9PnRyjBhUxwDRMQEOBJWkQIL3GYWiqBxuTu1HixMuyHQ4gvyE2rJutuduPLsdI/YM2OMSG1yiVekjjRAnzj7gdYY4J9XCLicMOcSGirFJftKA6j5oUP11fh0k3T2SRlMIvb3jBPQtDp3nlvjAoZZpz4EZR63844dmjsYIEEEpeoMVdCDF2jk7Q0Dn3olqtQedwmFLSTVTSVNZ+Mh9Odg14fX5kRA7Wc+z1tb2+HeqRJggsShvnrZiYgcDFyysfvxI7JpSGEIoQGDd4jj2JUcmyp6cCAQ8HWTphMDI3J4rez0kTQRaqMGO7X7Gn/qnK/h8LqF5lrtyfoqduXbxu3ALs874ceXUHJ/bra4dyb1O45CshxvwizWImWxHWswY6covyhJelS5DRwF5jhcF4vmZaLU2ecxejkPk/NhgvLn0GwoNfUlHg5Ds/+K/t7y5LNWL17VZA9SzzTkbRm9N/DZit2NXRhXU4CZiVYcbJzYNRlI1wmQWFcGJoGdGgZcp8H8ycKdCJJad0AA8+GPS7ou9WZsMLWgChLH72fGgH8PXVSQ+Xo8zXuUZhcRA5wR2oRWxdtxKq96zjHbkzoV/hz9CnTMJHQ2Ad6z9cWJKIbbZq46l0gc+z7JYw/BAS4iVCMjek1oTk4Oe0JAA+Nyxky1Dh2HSQztEJt4NeEFdt33Ocy1HyU1L6ZCc+G1FnoiF3KmtDp+DkeNCrPx6+T03+D/ogilJx91Gn8olUk4sCcV2GWhHgVhtmh+f70pv+hNtO3o3V96g3IqX/N6+dAr5ma3IdUmThb+ACLuSb3bBIEk8CJmpZI3EbvD3uOOHjiHPoOKPRdTJxNn8lQaDba4i9xco8MOlYL1BrbpAdFSVLEIxcqTS2mlz2CmJ7DEMHCvidnCn6Gznh+8/tG+ZjjrytTT/wEWY3caToRgxVYvudybF02vjFsMAnV1Po95yKzDrMUosaM8bnlO4nHW3qwIsNdbCcgICAg8MVHEIcJTAhHW3sBqX8XAGKzDpn1/2b55FKjBlpVGo6VPANNmHtnavhAOWYduxeRQ7bIQEIvi8bJqY+hOfVan9tasu86xPXsH/1b7VLAs0/wUYc/wcdJjKxzty35DHk1f0Fq8/vswkSrTEZN5h2ozryLRSNwCcOc3gNYEdlzHNXZ9yBQAinrZDa+wcRh53K/h4TOHYjrORCYxX70ApedEbF1Sgz9KKr5M8YDfT/4uoW5CsNI7OdYkDuf/Q2kN7/DhHFcaELS0JBq6wYljpc8jUUHbuacLKeuoeMlT/nc//K8H2D+Mc+fq1kkxWerj0Cua4fE6j6x6g2Ko5p56sfYs8DdlSNYfLy2DFd/kunx+0Wf/4li/k53XER37sPCI3c6FabNkKIq+x6cLXpw9MLZX2jfimJCYbBYMGyyIEQqQUZ4CCKUMpxs70fPsH/d6MFAJQG0QdIDUDFL6PQREBDwhNEy5jSxp7ELJim/DsVwhRQKqfiCHCMd6QufhuiBU76dK8fhZBIMNKHZODjzJcw79k12DrPHS1KNnvZvxh/EON9pYVHmNMYMj45hY8ueqFmsY3myoPhDchh1u18Sgg3rz7Eu1umnH0BU7zFEDZE7hmfodTUmXxPwvrQkXYb8ur9OmBitLW7FqDCs5PSDyGriH83WFrMMh2f9GbNP/B+SOrb4XJ4KACarlX22XMKwp9+xRZtPJFvqunBFXiLEHNshYZg3cZiAwBeFQLVZOZEq1PWPuU5z0T6k9+jdNGi0IDlUgbTwEOaiU9PnfV0X4j0gd0G6ccXnWCVKHJ75IuYfuYsz6pju2bbw46C4FZQX/JgVTPNq/zIqehmWx6A+7WZU5N3n5OzAR1xER7x3L60DxrFvnXFLMSyPhtLQ43EZkywUD/9vJ5tzIGjewe4gRv+n+SQ674/nUE8xyCeLHkVt1tecVjQUUYQPLq3DvENfQ1LX9gkVce+Z6V70phjj9ypb3b4ZJJQ83THAXMW4xGEU7znR8HkvpKYhWEWBT383Ja7nFH6PF74O83qFZ3efgagSfLS2Ekv3XcUK4HY0yjTsXvA/6NRjYrYJFbGEJgP9NZyP03zraDxr+hwalEz4PgkIfN4JkUmcGl0b0m4cFYeR2FUuNbMmXpHVBIMsCuGa4Lhoc0FCHk6sVuaaOa3iSUQMnIHYoelJo0pnYu2u2EW8I405o6zT3CMlHanLvAN1Gbcjuu8YZMZBDKkzR5M0pp9+kPe20pve5iUOO1n8JKL6TiCaIzKZzYtP+xVqM7/m9lh85w4UVD6L2P6j7O9haRSr/VTlfBODqhx2/nd8/wKF9mHd5hI4yrOG5bGsrtGauG7c63femBmF5/6A/JoXWfOZbfsidEfNxp65/4VFNlaHSWl6D7NP3geJgxtsVP8pLD50M5qSrsThWX8Zx35YkNnsPX47fLACkb0n0BdVis8z084+ETRxGNE7bMKwyQylVHAPExAQEPiyIYjDBCaEQYMFSj++XWEDlVi+Zz1kDpN/an0L1uxcio6YJdi7YCwWILv2b5he9gu3CwulsQdzT3wXjW2bcWT2ix63VXDuWSdhGBwKeJ1DY9E/jlEBVNR5/PX3WRSMt8LOYFg+jk3/PbtRcc2xMyOz5u+8LobS2j7AMcsfmWuS34xEXfiLxO4IJRJh94J3kFP7CvKrX4RS38Yu4Wxxk9zOX3Z6IkqhU6VyPpZfM45Bvh2HzhO7EMzx71/cdjUruDry6t5TTODnKu6jC8W9c1/HwsNfhdzY7/Sc/rACHJj1N+aiYac7eh52LXyfOc0ldNBkrAVWiNEWvxJnC36C/ohin7vfknw5jhufQjF1NI1cNLF9p/VHzsbeef+BRaJEfs2TAV00x/aMdaBOBFQI+GhNOdZuWwC5SwwoxaCemvIomlOuCnj9WbWvorTs526vXQITCmv+jKj+09g7/78Bz7Y3DOiwNjve7f7qC1W4EYkhEVlYDMO4VjMifBMQEBDgio/a39SD+q6xTv5unQlKlYW3C+yS9Bj064w40Hrh3BXP5X7Xq7jafixcdPh2DIbmYdviz2Dxs0EhWLQkX4EP4lZhzgkS229ngiFJWCTK8+7DYx9fiVvmlri51FZnfs2rOCzQyXRP0JjG2xiTxq4npv+O/fuKjfmQmTyLCbUhqRiIcI6T9ofemDkwQwKpD2euQOgLm4IjpX9k/5Yberx2eHPGfM/8E4zyKPRGzvApDhtUZ0M9WI2H77oHJypafI5DJwoaU1CkXl6MLRpdQEDAM65TFdQ0UhofjhMdA5zLk0MSl2OYIySOmRoThtMafu5lE0W0klskRcehjAgVzvdyu0G3Jq7F7gVvo6jyt6PzJVTk64xZhOPFv2Ei6GDRmPYVdgvRNbOIIG1IMqfwjOYhvJ2HCCqojkcYZmff3NexfO+V7NzNtQ2KqqT30B4PTMd2OpdTYyFBjYY0n+RPzCBzqBTJ2NxDTcbtLMIaHtw9mFv9/H9DqWtFSdkjiO/axfaVhHUUlxiMs4wBKihMvbjikxxILbb5FpNEjZMFP0VDNrebqs5kwa5GblFdfer1mFL+JKR+Nr8Fm5DhViZIDASzWI4z8Tej8vgNTvcvzBJBJR/fxXx73DLoZVFQGHs9LkNbqMj9vk/H220XyBElTiVHqFwKLHwc+N8K7wuHZwJh3HOGAgIC7sxMjMDRNuc5a+L9RbtHm9kZZhOu3FTIzgPkcjkZZsB0Llpw5E42V+spEnfB4TuxZ/5/oVMkQOWHe7MdehnLd6/FhvVVnM3CuedfQF7ty5CaBmGURrDGYjqu2gkf9N7o5IjCR83DkR1LPkVW3d9H6iYdrD7QEzUDp6c8iv6IaW7L59S8xNzNHD8WpakXU889hayav0IiFgdFGEZwtVRTPWfekbuwd/6b6IxdEpTtUP1p4aGvIrFzu9Pd1GAQ23sYV36Wh09XH4VemQC5vhszyh5yEoaNLQ+ktn6InuoZqM75ZkC7ktT2KSQWg9dlaDuF5/+AA3O8p8hMFoOh2WyMzdWQ4Q2FuR/hA2cxED4lePtiMAniMAEBAYEvIYI4TODCfgGNg1Bp67F8zxWcE0Y0eEvo3o35B2/DgXmvI7L3OKcwzHF5Elc1tH8FHQmrOJchZy/O54psE3muEUAEiY5um5XnV9ykq2VvSvsn4DuQp4uLQOIBw4bOBTQpyKL77IhEqM7+BrsxsdnIa120/0b2WXChl0Zg/7zXOR+jgpzEY481f4bU2V7jelyhz8ruysEFxUB+vOooCs6/gFBtPYyyULTHLUdb/BpA7H451RdZgn1z/wWFvpOJGSMHzsAqkkBu6HV6n7xRm3E7GpOvRlrzu8xC2CgLR1PyVRgKzWEdN/bXFwiTEUtF8RwfrzuLiN6TyKt9CVKThjmedE65D73GwD9jkVnPKQxzhL57yW0b0ZK0PqBtaDmKOboLGJcmEYsQLpGiV+89vsYbcokIc5MjET/ahisgICCA0XPJZ9Ud0JkDPzaTS8SWmk4sTo9BolqBNs2FKeyRuLq28xaPMQF2RCORECv3rMOW5TtwobDIVDg4529u98utVqciMv2fhO6tietxPvNu5Na5P4dGBF1Rc1hnsq8JTz6YIcbh0uc9Pq4cbkd2/WtIafmQFeOHQtIROVjB2S1uEiuxe95b496nk9OexMwz94+rqE1uaCapGhLzMBtbVWfciaqcb8EiVUMqEiGr/jW/J14N8mj2/9r0W1Fw/jmv77/IYsS87ZfjxJhhB+bnKJAuaUa/ajomk6perSAOExDgQXqkQ1F1hOwoNSKVMlT3atChNbCjRkyIDDmRauxp8uwo5cjx9n7O647Jgo6lWRyvzU5+tBotQ8Me97ErZgF2L3wHyuE2yA190CkTmFDWTopageYgjgd8zXmcz/oGu070RlfUXLfYorTm91gTGB3L6fpbSzFHPuiLLMXmZTswvexhxHftZIVaaoLqiFmME8W/gdbFgYnmGWhuKG/rLZj+3Z3sPmo09MdBjC1iNTOBV1PipR6FYY4MhyShOuMORAychkrbBBVPYZjtLOi9EGmVSjH31H1O98nMGsw6+wtMq3wG25dtgS4kyWNklCs052GVyADThRWHSc06JHT6L54ySkNxdNpT+N73HnUTfkegB71Hvo6ogVOj7z8/Qf/YEtQcSM2J8V6c+0mYaBwZk1xsyCViJl5hpC8HEuYA7c4u/mOIgDWvTObuCQh87iFBd0XXIIutdsSxmd2VYLhYumIWO885UjP8okO3OrkVciG2GjGl8mnsn/NPrNizHuIAagNyiw4rd67GNodY66juw1h24DonMbfMrMP08scwtfxJNo7pjZ4Ns4R/w5gFUiw4fAdCdK3MrbEh5StoSr7Co2MquYPZHcLUQ9UoOvd7TK14EgOh+Sgr/CmsEtt7FqJrchOGOaIyeRYHBxOqcsw9dDc+vvRcUNaX1L7JTRjmvD0LLtm+FBvWVyKj6U3IjZ6bDem9Kah+IWBxmFrbyGs5hb4bFw0iCbqiZiOu19M50/PnuGLXJdg77010xS0Oyq5IJkNNKiAgICBw0SGIwwSCxr4m/oMslbYRRZXPILV1A6+ogCSayLGYMPvEfT4nW+jx0jM/w6YEDiclq9VjlKCjg5jGAHx0yRlYJAonRyp7Ic/eLeoPWkUy72XNkjHrXU6sFuZgld78Nhvc6kKSUZd2E0KHuG3cfRHVdxzXbLDtn14WiWMlv0db0jqnq0lyb8uufRVF534H+UhnI10gNqRci9PTHneKf3BEbA7ORCBNDLP90+k8CsPsDm80UcvHpcEqVaGi8Ce894Fey9SzT7D3nSJA7Wjkicytjtw4fEFdnXar6piuA1i4/0bmkkd7aiGXNmlUgC4hkzeY74+ajiNRYzGhiXIZYAz8cy49za8oXHDutwGLw7i+CsMXsHAzaPC87ezal1Fw/s9QjnTWkUV8TcYdLGYlLXxscmNNVjzCw3wcKwQEBL6UnOvRjEsYZoeOVHsbu5mDGMVkmQMUMBOOsRj+cnz6b1kxsvDc7zi7YV2F8lG9x9EbNQMXE/YiMsUO2if0KZKKoFj0ztiFyKn7O6J7jjDxeX/4VCYgr8n6GsIGK5Fb81ektnwIqVkT8Bm/OfEyDKu4x6MR/aex+ODNUDhEalGzAjEsi4bcNMAm4MlBoyVhLU5NfQJ6ZRzGS2/UrHGPYGjy2SSSY8Nl7t3hSWoZEto9T1xzwWJBrWYWQUXn4p7IGYjtOei2n/Rz6DerIOtrZNcOdtofoYYTPYwHb2aR81pVGiaL4SD87gUEPs9Mi1HjTLfG93Jx3A570SFydguUfkPgjR98IdErxdi6QseoWYkRXuPmKTZmaVoMTnX0o3VI7/G8PKxMZDdHVFIxpidGoKWaXDImh5rMO5Fb+1eEahs4H6f5iCOlz43+vfDgLUjo3OF0vJ5S+Qzq027E8eKn3Br4XCF3tH3zXmeiX2qEIkcvb8+hc3uCyuTUYOivgxg10kVozmP1nnXQyWOxadVBFvXsiUUHbmbitUDOnRV5/4eiqj9wPqaXqKEwcTvn0baU5gGs3zYXekkYqrO/icq873l1IlUMd2DRodt8Or9NFr7Gj3Za41YyQQG50ZLYvFMrQW35vaPzTfYGRD1U2LF0o615cLCKPWfOse8gVMf9XbXTEbNo9N+hQ1WI8yIMIyRWM0tPCLRoHghqqRjxoQrU9+vAkUJrc3oJV2JaXDhCHKOobjsEvHcFUEONsQ7jEWUUcNXrQAZ3A6+AgIBnLsmKw/tV7W5ulZ6gc5DW4BDlGgSakpxTIpLaNvoUhtmhayijPAI7Fm/A/MN3Q6VvHX3MfnjxdT6LGBrblmK4Hcv2X+NRaCaFEUv3XYONlxxjMYreBEyOhGur2c1OQudONv7YO++N0aYhNywmFJ/9JXLqXoN4xAmbtpfe8i5OTn0CzclXYMbJH03ibL13FJYhqDV10KgDc9J0ZErFkz6XkZsHWZQj1a+C6dzmCs2b8EEzCTHL/rB7/lu4amMBJFb/mgAlsGLJwRvw/roaWMfpmE/fzShlAMlFAgICAgKfewRxmEBQaOrXoVPrbg/LhUpTj+X7rhotOPEdrOTWvIRQzXl+29CNRbo443sakybwQhW2CymTQo1n3t3EWcgj7AKkiO4TmHviWyPbtUIbkobazK+iPu0mGOWRbNnjJc8gs+V/Pi8KtPI4zxce9KM1DWHx/uvd8u0zmt5CvyoH450oUxr7sODoXahLvQnHS3/vtFxN1l3s5g96RVzAkUg0500XtQZpGKqi18Gi1Tq9//auTTsTHdsznyyTOdzT1IY2LNl3DbYv3cz7oqSo/NcorP6T0/tCgrMQE7+udFf6wt2tqyeLYQO/374nktu38loufJDf758LGcfXIsRL4eRCseDg7UjqdH4/KGai6PwfkNixBTtmv+XkPiYgICDARUV38CKtTFagdVCPJWnRzBGlPwDHQzoGG8dTSbaakdH4Jq/CHus8Pf/cRRMZ4IhNvD42brGPLUuTgZ0Ubx67CHsvOQOrzFlwPxhWgOPTf8ecsdJb3gt4+zRBzYnVjPlH7nYShrlGt1fk/h8TKVPjRDCReChE+4vK2I2rN6ThwOy/oS1xDbuPCra5u2/zGHfiCZM4hIkBMutfx4zTP3VyTqOxKQnBdMp4rHheh7J699+aeiTOhTqkc2tfxqmpj0FsHkZS+2bmzjasTEBrwiXMMSTYCCMDgS87+bHhqOzVwsilaHDgw6p2RMjFWJgW6yxu+BwwIyEMIpEYNX1a9A4bQZcE5PCZE6XmJWwj8dj8lGjojGZsqu3gHXO/IjMWCokE0xPCcaI9OMdun4jE2Lp0K4suiu3Z73SMGwpJY1GQwypbTN3sY/cisdPdOZSO4ZmNbzBx88li38VMgkRP9nkcX5hlatZgSIIwcg4LxEHMtp+AytCFNVvmY+Na57keO1PPPo6ELptLmb9QPGR5wf3QKZORX/1nhGrrRp2p9LJoKA2dvNajMA9iStVvEde1C3sWvO1RPJfV8C+vTiEXKzTeovM0l2O9vRHRdb6LbsSORR/hsi2lHt3Z6N6jI9HdRE7t33idt/PH4agSCORS1DKox7L0WEQqbJ8vvW6zxcLEYlKxyPO82zUfAQYtcJBEmw/a7vtmI6BWT9r+Cwh8kRCLxViYEoV9zb2s0YgaprnIP/B9zPkOv8QSf6nKtQlk7aS2fuTX86n+0xM1GxsvOcqanmK7DzBnztiufchofY+fK+r5F1Gb+22UnP2lTwcyCcwoqnyaxTwWVP0BquExQZo/0DXkrBP3Yf/cf7rvk9mASzdNg8LsLoBW6jsx99i3sU+iQnzXXlxM5Jz/M05Nf3rc6wnT8DMnoAY3cpDjhcXEy0HVlc64JczVXOrFfILOv2UFP8VFhUSBj1cdx4p9l7JEG3+u42nZSzdPx8fr+UencpEXrZrQOpqAgICAwMWLIA4TCAqnOvlPDtJA3h9hmOPA099IGDdEYlhEMs6cc0cskMAki/BayCOmlJbiyJ31CHGxAQ7T1aGk/DHkVv8Zexa+i6HQXEAqZ7E33iIW6dUdL33W674t2XMlohy6ZhyJcOhy8YU3wRbdn9n0XzSkXofu2LHOxkCgyUIrJBCNdNHwfp4VWPwCsI/NWVLhzV38RJ9LIC5ugRDVfYRTGGaHCtZLd1+Bjy7zfYGkHjjnJgwbD5RTf6L417hQ9I0jUtIGv+dbeff7uqO3AHqTBQqp2KlzniY2TT6KR5NFev1/3IRhjkQNnEHe6bFICwEBAQFPeCr0OgqsufAksq7u02BKXBhWZMSiXaNnBWU6njYO6NAy5Ns5clzCMBZbsAVqXRPv5S/mYiS9xzMKk3C8YmyS+kQLEPEQ/WsvFmbm4v4PymFWjMT0OLjuprV8EPB2zSIpWpMv53wsue0zn+9vZsPrTBw2XkgkNbX8CaQ3vcv+bS+oBgPq2F5w5E7WhdsVuxgLDt/ptzCMoAiRiIEyTmHY2NiU+1qGxAAqB21GavN7GAzNxZSKp5jY245eFoXygp8wV5xgEib/fIlcBASCiUZjcwxbmRyGXQ1d6B02eT3H9Rss+LS6A/OSIpESHhw3XqVUDLHZCv0EufglqORIi7CJLFLHuc8Gi4W3MIzY39SD5RlxyI5UM0Hd4dZeuCRdjTI1Ro12rQFduvE1ERFmqXo06jKxfQvEFj26Y+Y7N2VZjEj1cY7MavgPKvPuY8KfYNKSuB7J7ZuYU9h4HMTsqIydiOk+wF6ja4xXbs3LAe/nuexvsf/XZdyGuvRbsWjfVxDfu5/FZ4bwFIY5Etd7CBkN/0bdiCu6K8ltn/q9zkCbCoOFTpkEnTwG+pGmREdhGDn2+Jp7Mijj8Mmqw1i1ex1zQXGMm6Q5xh2LNmDYwU2Ur2hAbhyYvCKBcZAlC4TomnFEtwrLpxRDJrHNoUjENJ9pg8RzWq3n6wpNwd1j4jABAYFxkRiqxNrsOJxsH0C7yFYZoanNUKkEfSOpBFVzSXgafHFYTfrtGAzLc7qPnDX9QefgREpNT1plEtZtW+B0beSL0orHkdi9H3Hde3gtT+f8zpiF2Dvvv1i9c1nA55bEjq1QD9UwZ1HH8/Flm4sh5xCGjS4DC6ace9rpWvJiIDKAa2Mu+BrKS81D6I0oRWwPR7qPa4JOAMIwO8MFtyG03HN0cWvCGugmws3bYkHRuWeQ3PoJc1qn7/q5nHuZa50vt1rCpIzC5pX72Tl36d6roB72ZHbB7cwmH+6CQRkb8LzBtDjnOScBAQEBgS8PgjhMYEIiTDwVH2lCL6xhE6wjHfX+INN38xJ2EQZ5jMfHmlKuQkbT2z6LQhCPFVc82TefPXECg72AZaQIpHJ5XdT5Of/QndiyYjd74IPLm3D1hmSPEpeu6EVoj1/pcb9i23ci0oMwjO+EGj3eGrUEyb2ehU4YWcfsk/fhs1X+5Z9z0R63zBYN6sMhzCySwSoSQ2rRo9+kwL46zwVn+jzoc/EGDa5zal9lE8UUJzqkzmQTofWpN/rtfDGt4nGfy0itw4joOoj+WO/xksv3XO73haknu22K0jg480UWy/R5pSt6PlLaN/pcrj1u8bi2U9c3hILYcKf75idHYk8T/wmJiaTw/FgkiicoildAQEAgUBwF7pzHoZlzWEeyq0CMHFjKOgdR26eBYURQS7FWgQdF+ge5x/rDkHps8jZQJCLPIrvxIDYO4MjdrdAZbO/ekhds4jA7JDya+f4s7L7ilJOQIan9s4Anl2k7p4uY+oyTWB+RRoTS0I2woSr0RwTuVBrfsRWLDt3uNJaRDTcimLDx67Hv4ujM5xHdd9zv51Ox4ljJbzHz9AOj77d9nEqOYTZh2Bjk+sacYcB9LaAw9DKRmStUDCk98yAb99ZmfBXBIkoZeByegMDnnYSEhIDOcQdb+7A2RAbViIOY4+MGswUNAzqEysQY4tEQQ9Hx6eEh7DnBRiECFqS6O4z36AwY0JsgFouQoFZAMSLk4GLYZGbndBKxddOBzQ96hk0wWiyQicVIClXiyrwk1PZocKprYPR8SROMVhFQxiPakwvac0/vMsVckrCJi/jOnT6dRMi5Irn1Y7+d0H1BEdAlZY+womAwHMSIaWcfw84lzkX+6N4j1MIY0D7Sue1c7vecGg7j+o8GtC6n/Sx/wqM4jNxO/cVRTGUWK9mbJjUH/7fkiZq0W/HQrdc6icLsjvUUJxkxWMmEU1Tw7Yhdyik01Ick45M1p6DQtSCv5q+QG3pZrGl37EK3Zcm1jQ8UNz7RSExaFJc/jvSm/0Fqts3nWk5LYDxcCNy8CwgZO/aQMGzx4sXYt2/fhO+XgICADbVMioUcY4B3K20NR44xvybmTmw7BlMSB82H+6oTuB+HRWiPW44T09wdN6nxJdHLHL8jBokaWXX/YvGS5FhJc9his84vYZh9v5I6t/CefSAJ3dzj9+LkVN9z+b7WQ46dNQ7isOKyn0Nu8u3UTk1KFogCNjqgz+Bs/o8w5dxvgyac5pt24hUrWR/wMwBoi1+NztjFyK19xetcBo2lAp2zWZgcjdCClwGLBtbKN5zeK2oyb0y5GkdKn0ewERsGccWmqU5jsxB9O+YfuwcaZQq2LdsC44jxhC90ISn4bPURLN+1FlEDp3l93rTMogPXY/tyftGprqzMDF6TnoCAgIDA5w9BHCZwQYqPgUyQpXRsQmf0AsT37Pe57Omin3t87Oj055DQvo1F5HBBF06npj3hdB9NEDvaN5P4zf4a7RN/XAUiQqKvQXzHNnQkrGJ/v395C6ac/iUK6v9qWzf9R6yA7sb92DM41k3DxbwT3/E5QLSXaj0tR5NY/RHTfYrDCJWu2e2+sIEK5v5GBTeR1YwhVTrK83+M1qRL3ZalSSN6z8oSbkZ4E/eFo3Nh1FH4p/cYH8knQjKy/xQWHbjZ6YKTLsyiTv8Uac3vYe+8f8Ms4e86FjFQ7nMZ2pulB2/CR5fVel1ObvHcXeRt3d3hxcxlgjqgxFYT2uNWoCbraxgvUd0HodY0ojdqBjRhgUWTjgcqwiZv3uhzsuIUzxgQT7i6BxDxaiUWpkRif3PfhEkcsiJCmEtZebeXz91qgVrnu0AuMwdWaBEQEPhy4eiK6EngzgUtQ+dtLmeEyh7nY5iJb7voOKFuSD7iJTu0V2cKxudUIJeIYLVY/fQ85cfyvVeyCDCKLyeO/WBMeGQfU6Y/ogUeyXUSMkjGURyl6dua7MmLI5Lpe2GWqpyE+BQr7yoMmyhCDB1Ib/ivX8+hBoWWxEtxeMYfWddybPd+DrewMdofAZQKKcJkJq/XM1aRCCIvP5Wiyt+iLu0mWMXBEXXxiZQTEPgioVKpsGjRIuzdu3dc57jPasack0hclRetZser053+xzR3aPQIlUkwZAzeWSRKLsWyzFiIHQ44fcNGHGvrR59+7Bqazi+ZESqUxIc7Ldup1aOiewidI4IwWi5SMVZI5sug3jR6nDnc0ovGQWcBELvaGsfw4Kr8RBxv60edn+I6vs5KVCAPNhQRvHf+f7Fk/3VMyOTJQYwih7lExFyoONw8A9l3Kiy3xq/G4Vkvwiqx7YBc24bYIAjD2LrMGuSff95JeGZnIKyQd+yUK/T2iC0GnM++B/k1f8Fk0Bk9H6eS7kDl8d863U9jsUTFEBbtvA7hQ1Wj99PX3CgJw/GS36A55RpOkdiZqb/0us2OuOWIGDrnc9/a45ZiIhFZDFh06FYm3nCEXOUUvWWwvJKNvq/WITQ0HHKJmDmG8RWG0fGZjtMCAgLBp3WQ+1z58SWnESYzMMGYSRqKkpM/RU7jP72mhzhCx7dzGV9DWbFzbcRObcatyKu11TR8oZfHoLA6eMIcf6P3Ss6OP31BZHEez2XV/5v3c40SNWf0JB9InKcc7gxi6ghYjGdW81tMtFSXehPKCh/w27Fr9Q5yYrPymoOoT7+FCapPTnsc08/8nPN5mpBUHCt2Pvd6QiYC5iRHQWe0IE4lR+hI9DHj8v+gY/Ff0LftJwjVNaAregHq026CSRaGieDSLTM8ivbVw+QEdjW2+inc2rH0M8i0rbh82yxen3vYSES4gICAgICAvwjiMIGgIBOLYPWj+EgTZDQvaS+M8YEGRTE9h1nxxpt7WE94CRrTrveyIhE+ueQUFh68GQnde0YHpvTf7qjZODj7VRjk7t04VJizTySnaI47TfjZIYFTGIcxw8zCn+DB946OipkqS36J7GteZBMro/s9qIN10HsMkpxnZ41BGsGy1iUWvdPEIEUeHJz9CorK+YlsRCN2yXYr3NzqF1k3oeMANXKwAguOfh3tMYuxd8FbY9uzWvHQLVe5dV36C32nqEvTrwx0qxnzjt7jsROJJr2mVvwGp6Y+xnuVfDt9pFY9sxWGOPAIRE9Qp2pHwmp2CwZTzzyC3LqXx6IB2IS+FMdm/AHNKddisjAqolGTdhuyG1/nvPih/SrLuQ86Veq4tuMYKelIYmgIZidZcbi1HxNBnEqBpkEtn1/bpLnwCAgIfLGZGR+OQ239nAJ3LhxF7xcbxeWP+TUh2pDylYCt9YlIpQyzEiOwva4LE0GEZqywSNDwhsbDVCx2HVs6ChkGwooC3mZZ/v1eH6fIDerm9cawIg4DYfkeH1dqGrF835WsW9bR+aM5fg0Ozf0Hc0GZrKgo2k7ciLjLF4dLfo/2hNUwKLi/M3S94ioMo8+Jiv8GeRhEPsbmVFj1htLQhcSO7WhNXMtrf71uSwSkhpFTgIDAlwc6x+3evdtjvNkH59r8PsdRJOSZAERhjq7qs2LDcbQ9OFFwdE7KiHAWVwwZTNjd2M1cwByhP2v6tNCbLJiXEsXuax7U4WBLn9tyPcPOcyrk5EFNVHRMElmN6I2cibr0W6B3OD6S8I3iKBv7tWgc9B0r7Q9qqZh9ntmRIX6Lw7Qh/KKCyEl8IuiNLMVnK/ZjasWvmEv9rnut6BgSIelRq1tDIZ9GSSqmB+qKSlvcPe9NQCRGX+R05tJCYjNy4afr6SUHbgzq+big6o+oyfwaEyA4UpPxVaS0BR5xxpzgrJYJj6Kk+cXWhEtwuPh3eOimr7g1KEZaOrB2x2I3ZzrRSKTTvOP3YvjMw9i0Yi9McmeXcl/UZN7h003FOtJMxxexWY9QTS1zJh0MzQF4uI6lN7/rJgxzWqehHz2b7sOOkifZ66bYTTvt7e1Qq21Rt1yQMMyvuTwBAQHelJHymAuRCEa5bQxAnJr+G/RGTsfMMw+wRmNfTeV0f379q6jM/jZM6hS3x4dC89ARtYBFE/siTNeACwm93vHOsva4JHXwdc0iDs58CUsO3+r3eYrO3eX5P0TB+T8hWNA+2N04FYZuFNS8gPTmt9j4xSLlJ+KVk5u4ptrncvSeHy9+erSeROOEwdA85Na+jAQ2zjTDLFGiKekKHCv5Pe8aitFKcYhSJIY6l7SNZguOtPahVaMHfAizg0F8y0bILN7n+cOHKlmDnFaVzpKU7C64vjoEjKokJqyT8HCNp3O9gICAgIDA51Ic1tzcjAceeACffvopm9DLzc3F3//+d8yePZs9fuedd+K1115zes7atWuxceNYBFlPTw++973v4aOPPoJYLMZ1112H5557DqGhzpMTAhNHfrQaZV1DvouPmgHctWRmwNsRw4QDpS9hRtlDUBi6XKxige6IUuxysd/nXpEY+xa8yYRPkX0nmNiMCl7e4ijtUNb8oiN3sAk9exIDVyyQI8cq2py6lNMjQpyEYcGGOkA+XlWOjIY3ENF/BnpFHKqyvw7LyIRdU8o1rHPH18UJva45R7+FQ7P/ytbjKgxzhIR2i/dfhz0L3mF/0+v1RxhWnKbET989CrjEPfpyCOMiqX0L1FrvF6AZjW+irOABmKWeJ7JcO19j+nx32NKe5tT+FdU530LQCZKrBDF//81I7t7ptu8ymDD3+HdxQt+D2uyvY7Kwrn4RHTvFiKv5FxPi2ScryAJ617y30BPnHsPgL1PiPE/WUod6sAjRtUBi1kIbkgKLJASnOwcQJvcxKSsSYSA0z2fnsEVEp+3A4kQEBAS+PKRGqHC2e2jUtcRR4G4nSiFFr96/44nYpEFi+1aIrBZ0xS6EXhk/rv2kAhZF5dgnDbmgyUM+UGRDddY3cDqAycDp8WEQi8SIVEpHY/kkYhEsLkX3YOBxEl5kKxa7uoiR2J5oi1/JumrVHG4i3qBnn8//vtdlqCg6pMpAqLbe4zK16bd7dLdSDVZjzc4lbrHp9FpTOzYh7uMcSK3+xZeNF7nRe8MFYZSGoSXlSk4n2c7oeRD11rHPwtEtjJxf7K4v7bHLIDVrkNyxmXP9OkUiQvS2iWBvKPTBESJOiwuHbAKvLwQELlboHOdJnMDlEjYZSCRixITI0K3z3NTGl6Nt/ew1UlylHXIBcxWGOdI8NMziJukKxFUYxkVE/2ksPPRVJvC1k9y+CYVVz+Lo9GfRlHI1u4/GFhPF3KRIvFfZGlARtydmDozSUMhMnvdvWB7LmuUmChoTHSt9jt3s5+/Cj652a560O4mRyJhrmoNe/wkOx+yh0Bz2GkhU7I1BdQ664pZAbB5G4fk/IrPh31Dqbc54A+ochGq9u5z7CzlbJ7d+goa0G5zu74xbygRi2fX/DHjdNKczpMpkUWSeoPmCQGO3ydHlo7WVzOVzoKcbteVl7P6soqmjDYorP7vCZ2Sp0tiN1TuXY+Mlx/zavkadhcMz/oQ5x+/lbEakew6XPg+jwvc8JX3es49+B8kdG0fHY3pxKM7l34cqmpvyUkCm74gvIoYqR/fJ8d3Y0TqEq6bGQDESyysgIDB5WPw4YzZm3Mxu0V0HsezANbxSSRYe/yZ2Ld7g9lh6/X8Qx0MYdrEwqExH+HDgIjV6vZS04S/06XQlrEBb1EIk9u7z2AxNiFyioI9N/x16o2axc+BEEqLvxOKDN2HXog95LZ93/s+8hW71Gbc4/U3xknRjDfU0rx1gjYNcc5ekj50Xh41mbKzpCHAkEBjzj3+L129o7tFvQWYeGhXUDamyUJ35NVRTxLmX8/Lxac9g9pkf+dyPnkhb/dwfcw8BAQEBAYELLg7r7e1lFtMrVqxg4rC4uDhUVVUhKmqsu4FYt24dE4zZUSicxSO33norWltbsXnzZhiNRnzta1/DPffcg//85z+T9lq+7BTEhKG2TwutyTKhE7A0hIkaOIVP1pxCRO9JZDX8CzKTBq1xy9CUfhPn8syRQSZBSmgIdCYz6h26UKkY2Rvt30CKuhykZi1buaPzmT0WyBHH4h51LNuRqsXQaJzj4ZQWMww6LWRKz2IokszwcbDqjp7L/l+ffjPn44PhhTDIIqHwVTizAlENn2BBxwIMq1Og9dEcrGrZj+GhISa+c3y99q7LtMY3MePMQ24D6PbYxSib/2cYFc6//UCJ6TnkcxmKZQgfrGAXW3ygSbu12xfwugii76Q3uiJmIS6AKAfpjG8jVa1AE3XCeIEuL7xdFCmG25DkIgxzhF5j6dmHUZd+G6zSyXGgoMgW65TfAFN+A9VgDftsBiKKoFVnBWX9UpGIRcR4whSE+j9Nihecfx5R/SdHi84NqV9Bef6P0G12dyN0hcSKC4/e7XUZce4VAN4b/84KCAh84bkkKw77m3rR5nLypvmg2YkRSA4LwfvnfAtXCJFZhxW7L2WFIUdXKBIU7Vr4gX8iMasFmQ1vILv+74gcOMvGNh1xS1GV9U10xC93W1zs4ILqDb0sxmusuDe0RjOK452bSrIiVDjXG/woX29jObuLmCM/uXYtnnn3MzY23JP/JOYf+TrCpXpe0ey0lYMlf/C9oEiCA7NfZRPD9gKyIy0Ja1GRd5/Hp6/Ye6mbMMwRhVU36b6YzA1VrGROup5oSLkOJnGIkwMGe67ViksePoJqF702CcPsnw99jrXpt2DBEc/nbamRn/BcRx3E44AmeafFhSErkl/Dg4CAwMRDDgbL0mOxt7Eb7a6TBAEItM92DiItTMnOBWaLlbmB+aKiaxBtHNt2RWbsx6KDt3KKjsiJfPaJ70OjygioMMqXaTGh2N7YM651HC9+EnOOf4/zet0ikuDktF8FLcKXD67OrY4OdjRH5MlBjK4he2Lmc65z/6xXsHz/1R7nJOjcd2TGn5j4nj7TuB7n4n04D7ePQFBwjB2IE8W/YcL2wnO/h2zkfOyP0xc1Rh2Y/QoWH7iJ8/vZHrcMQ8pU5DTyj/hyhESPJAxzdbx//HVbpLdc3w2FsZvXukgMHtVzFL3Rs/zeh/7wqSguexhx3ftsLjciCbqjZuHo9OegVaf7XIfEOIjLP5sCiYubjcIyhOKKJxDdcxAH5zo3XTui0vpuPPDUfEkx9hTLe2X++MYyAgIC/pOoVuB8n7t7keN8vCs5Jx7mfSCO7jvhdp98uAOzTv940hyhvcH3fDIQNR3Kjh7IA4x3zG76N05O/82oEyNdP8osvsdh9uvf/YveRlrt6ygtfwTS0eeJmHMlVwOVxKgZdQutyPsB8mpfmtD3O6b3KKSGAV7ul1xzBX7DXMICH4+5Ot/uauyaVGGYzNALCc/Gt+gBW33ADgn0p599GFF9x9l4zdOkTnPWLbzEYWem+Df/ZXcVFhAQEBAQuKDisKeeegppaWlOwq+sLHchAInBEhO5LzTLy8uZi9jhw4dH3caef/55XHrppfjtb3+L5ORkt+fo9Xp2szMwEBy7/y87a7LjcbC512bh6oBcLGLuCzqT81At0CJRQfULyK9+EW0xi3Gy9PfQhbh/xkR2pAol8eHMEYgEYRU9wely9WSNz1XQc4RvlAXFKNIkIpdArCdyFmL7fLtxnc/+hs9lti7ZjHXb5kLs4ZMgo4rFL9ijdBpHbjx4yD1yiIRh4RIdBjIuw6b8O5FT8zISunZiIDSfCdgGvcQUBQJ/W13+7gpadQZ0inio9B28nNu8sW/Bf3Hlxjz/L+6WPY2mylafi9EvLTMiBHX93BerS/Z9hVeHy4JDt2Pfwv9hMnD8FmrDstktmKzP4RAumAzAfxcDnSexXhqBcznfRHW2965aT+TUvMIu8FwFiDl1f0dc1x7sXPg+zA627ly0Ja1HdcYdyKn3MHEbmgpc+i/6h9/7JyAg8OWDxhEL06JhMFvQOjTMCtWhcikS1IrRMUZ2hAo1/d7t8EUWI67cWOQ2AUZrCNPWY/2WGfjkkpMeY/mcsFow5/h3kNYy1plKQqmEzp3sdnLKo6h2GcP0hxchrtd3ZHmIsQuX7FyGzSv2wl+qe7Uojnc+dxfFhk2IOKw6/XbkNXh30QiRA1mFRaitKEdrfQ1um5Xn9Pic/Cjsv6efRQ2YRdLReBA3Ydj0F9CSdg2v/RoIL8KWpduQ1fA6Uls+hNQ0yCala9NvQ0vSeo+xRKqhWshNgcevTRRWqQpnix5Eycn7OR1FaAxalv9j3hHoVMQnxzC2bohwasqjSG95j0VKeYKKBkaJCjJqKvGATpmEdg5RpC9opFIYE4qYEDliVXIhsklAwAPxKjkaPEROTiTkGJYVCSxKi4HZYmFOX0MGM3OozIsOhVgkQu+wAQdbeqE1+i5paU1mdOkMLK6eYh3NPCZT+AjDiPTGt7y6UdE5Jrf2JRyO+guCjUoqxpykKJxo9+1u5oumlOtgFclQevpByI09o+fFnohSVOT9H9qCEN/rL47OreSITnM9dicxu4MYCY8JOseYpCp8vPq0x/X1xszF/ll/w4Kjd7ud98lB9XjxMyxKMqf2FTdh2ETiaU4utn0rplX82mlf/ZkDaUm6DAPhU7B16RbmQJba8gG7xh5SZ6E27VabuEssZVGeUqt/MadkvHcw8yfQ9XQ7jQPoM7J/ZokdW3jvLy03tfIp7FnwFvxlMCwP++a/gUBZu3W+mzDMkZSOzUhp+QDNyVd5nL9ydA3kwuBlLsNktaKqZ4gd2wQEBCaPvJhQTnGYr/oDn3hjgusaasXudReFMIzwFY+Jkcersu/BoVkv4fJP8yA3+399T+uP69qHTubKqUN3zHwkdG73ud19s8bqnY1Zt7GbncX7rkO8h/O0wjyAVTtX4dPVx5hgi9ymwoLs+ukIzcektH3s0WDAkb7wachoftvncrY8kInBcc1kAjHkYRxNjpqzjv8fq+OJRs6RWkUS9s95FQOR0wPefmI7/7GBJ2geoSXpcts8CwchUjGw6kVg67c9rqMtdhn6I4r92q5EiHkWEBAQELgYxGEffvghi4i8/vrrsXPnTqSkpOA73/kOvvEN56LQjh07EB8fzxzFVq5ciSeeeAIxMTb70P379yMyMnJUGEasXr2axUsePHgQ11zjXhB58skn8eijI3ZOAkGDJjgXpEazTtZOrZ4NhKOUMihH7MWHTWa8f2bMDn7Xgncwu/73UOmaWXdk5MBpXoMr5gYGC5K7dyFp62xUZt+Ls1MechvsTI0Nxe76TnTr+WfB80HqJaqAq7g3rWQKzpw6y/s5NFlIlvYkqHJlX/7jWLl7vdf3qTb1RrTLcgAfk+DDiMI7iw7ikh1LIONw5SDXM5swbHzMyQvHDdunjHbDDMtjcC7nXuyf85rXGKnx0BG7hIkIvUH70R8+xa/17lz0EdZtm+fjAlCEtoTVXtdDUZZbFm/G6j1reDnBMS79LzQG/rEknVoD1DIxNBwXSd5iGRzxdKH6eWN6PEfM0id3AOVjxfkQQyemlz+B4vJfYfe8N9Edt5j3+pXDbSguf8zj4+FDVSis+gNOT/V93jlZ/CSLO5la8STCB23RDTT53VrwHRQt+y7g4jgoICAg4AuKsc6I4HZ1nZ4QjmGzGTUexgzhMjFmbb3Ma2ckicxXbVuCT9eX+9yXjKa3nIRhrpSc/SU64pazIpkdck1Yu2MhrzFimKYWmXX/RF3mV+EPdKbcVN2OIYdGhnC5FLMSwnC0PbjCp9Mlv0Fuwz+9vp6+iOl4+t2Pcf91a0cjjhw5fK4X/569D2EyI0QRyaxQWlL2KHOuJIE8OX2V5/8EFj/dPw2KGFTm/R+78YXFjPJYbrKLCB3R8zFlxQ9wXCRHauObiO/eyxofeq2RaEi9FlXZ38HQkMWrMIxipZ5/4QlkN/wL6UMHQJL7rpgFLAqiN2omrtjou7mBIlg9ucXR/cztzoPwzptT2IKUaCYKExAQ8M7C1Gg0dI1feOQvg4YxVzCJWIypHPH2FGO8LjsBJ9r6fQq1ieGRc5RcLIZEBF4CMT4UlbtHGLqS1PpZcDZGLgpKGTIjVEgNV0LK3COAfkNw5myak69kt6je44gYKIM2JAUd8StwMWB3EqO5HkcHMTslU7Px8Nu7fYp9qaHowzUVmH/kbuZIYY/SpPHYjDM/Q0zfYUT3+BY9Bwu9LAotieuc7suufQWFVc9BaeDnusUFnSObU2xiJnKoLS/4Mbtx8eFltbjs0wIm2OYz3qDxwBJqhPxJqdP95Hhvj5MkpGbfzjCOkNPYZCPXtUFh6vW53MyTP/IoDmtMuYYJ27xBy3jjfK9GEIcJCEwyIVIJEkKkaNeZ3ATI3iBxMunHvTW4exLbqPT8nMcDxR93SfBYVhOSPpoYUp15F4qqnw9ov9TaOnRaFmLlrrUI15z3ubxZJEdHErcoPa3xLZ/z7RTZvGLPemxduhlbl27FVRuzJ/h62uJ1zltu6MGwMgHVWV9HcfmjHo0G7Byd9jQmiugQ2ei/24e4heESwxCu2FTgtp9qfStW7VmPyqxv4uzURwLafmz3PgSDrIZ/ehSH5UapAGpeNw3DsPdhp2Y8Gh/Vp96A4yXez9tcRCguqBRAQEBAQOAi4oKeEWpqavDiiy/ihz/8IR588EHm/vX9738fcrkcd9xxx2ik5LXXXsscxaqrq9ly69evZ6IwiUSCtrY2JhxzRCqVIjo6mj3Gxc9+9jO2TUfnMHIwEwgO5BKWGOpejNrf1MO68+xQR+Oe5DFXooV7v4IEDxnsnqBlC2teYJNFdqcJKoIuS4vGyfaBoAvDiMHQ/NHYOG+YIcWWZVvxy8tzR6MEPEERT4b+btyxfJ5fLmPcvDlyCx7tj4x1tHqDPt5PVtk6W2jGbc32hYixdkLk8LnTBGFJ+WPMTWk/Wdv7WRAbXc9wOzIbXmdFSbHViL6IEtRk3sH+3xm7BP1hRYgY9Fyors24HRaJf1fCOlUaiyDKaH7H4zIk7NGoM32uazByKt67vBnZNS+joPrPkBn6oFfEwiIOQZjW4UJTEQ1cvxVIKMWAQySqLzRGMxakRGJ/c+DFEK4usc8T1GkzNTYM6a6iiEO/cxKGOUIXjksP3oBPVx7GsCqF13YyGv/LOuq9LtP0FsoKfgqLNMTn+jrjlmJH3FKn+7IjfD9PQEBAwF+o+DU/JRoZIWMCWpVMhLTwEGRHqVjh2vreGZ/rCTH3I7XpPTSlei8cZdf9w/v+wIqs+n/i1LTHR+/ThmZiQJ2PCI1Lxp8H8mv+wsRh0UopBg1mGB0Hn15wFIYRAwZT0IVhdrYu2YRVu0kg7o5GmYKdiz9gjS7PvLvJaQzpGEl1x/KFTo6zh2e9iAuBRaqYsMn+QKHtnJr6OFZYLGhI+wrqUr8Cqb4XP/3qzSg/eYrKvyM3uEWgO0JFFr1IhPLkeeAaUUpNvsUcYosBh2b+BdMqfuUUyaRRJrMY+ISO7SwOvTnxUnTFLfG8npGmm6RQJTIiVV6jsgUEBBx+OyIRLs9N4BW1RL95X8Icf0Sc3tAaTdjd0A2Ny7nHGz06A3P/pPmOlLAQNPhxbegRsx4yq+f4XTtMJE6KmnG8P3TUuiw3HjIJv+t/ci6l46PUrGVuj+TkzReKwJzIGMxAoe8XiY+4CvinymqcmgS9fR/DNVWI7j/BiseO0LxIZuOb44py9vdcfbbwp7BIxq5VS0/9FNk+HFJ974MIWxd+4NdzPl5fibj2bVh8+DbfYgGORkj6TByFYcRAWIFf+zAQmovJpvjsY7w+L/odqTW10Kjd0zpqM25j42/VMLdLPYks69Ju8bp+Y7DUqgICAn6xMC0W751rc4sydmTJvmsQ3X+aHfscRcn+MuNk8OMk7UcOW5zubHRGzUNR9R+Dsp1heSy2LfoQhZW/Y4JxkySERTlKrPwbr+0MqHNx+ae5kPtwqaTXY5Ko8NF6DgGZxYDVu9YgbIjfvEaYpgYZjW+hNvMO7J77BpYcutnv90Urj4PK0Olzn1vj3YVsMd0HUVL2C0QNnBldritqDmuUyq171eO+9IYXozHzVkwUpQkOju8eduLyzdM8CtjoKQW1L6Ey+9swh3CkjPigO2YBsprGX3eLGPBcs1LLbQK4loJv4kDoDYjr2o3wwXMwS0PQmrAGekWc39uLUcoEt3EBAQEBgYtDHGaxWJjj169//Wv294wZM3DmzBn85S9/GRWH3XTTTaPLFxcXo6SkBDk5OcxNbNWqVQFtl2Iq6SYweZgsFvTqvYsn9i16G4t3X464/mN+D3bzz/0RHbl3YVpiLBJDFegdNqJh0PckpyMh2iYWd6jWNWIwNAd16bdxTkDSxEnUKe/isJMFP0d13nfYv+m12G3pvaG7AHEXfCC76Thyhxf5niQcUmVAGpnIDiyL912LWHR6fFJS5zakN72NhrQb/d6n2O79WHD4TuaUYSdyoAyZjW+grOAB5nhxYPYrWHzgRqh1TW7Pb05cj4q8MYGoPxyb/iwkFj1SWzdwds0enf6sX+uryf4Gu9kpTQhHWKSac9mIEP6HbKpHJIWGIEw+yIrjjmhU6Qjj4R5mFgf/OKnSNiKn5q9Q6LvRFr8KTWnX8Xpe2EAlc5SJGDwLq1WEzthFOFP0cwyHJLktOyU2DLEhcsSEeLjw2c3dcWyHnrFk79XYfIn3jjupWASTxTrq8OUNubEfiaYmtEido8H4QiIBAQEBgYkiXDHWfbkwPhRqtQwwG6GpPQG4zH+SWRHXoTX//PPexWFWKyL7PUcl2eES4O9c/CGLzFGYfAueFSPRWHTuI0EATZZfbAxETMN76+sw/8hdSGSRFFYMy+NwesojaEq9ljOOiuDqCKd/UxGAz1gzUEJ0TUhu/ZS5kwyG5jKHEJrAT2jfBuVwK+9CMpssF4ewuMWJpC+8mI0PqroHRxtThsyKEWGYO1wFYT5YxFJILN5j26xiGZqTr0Bz0mVs/KrUtyO69xiL70xveX90OYqUNkjDsW3JZ5zXHyQf6dUbMSMxUhCGCQgE0Lxmx1sTll1sGwyBGIm3PNEwoMWR1n6/11ndp0VNn5YVxShWlkVG8xRAe2L28e/xOn6bIBmXMMx+HKPXTW7zvsirfhF5NX+BUt85KhbqiFuKk1OfwFBoDj7PuBbwHYXfjt9PcqD/5ZubOb+PM0494CYMc9rGePaP53I6RQLKCn/qNJ8TPlA+bmGYThaLTav2M7d1X9BP2/En0JmwEkMhmQjT1fl0DXMVh3OJ8cgtdFCdzQr0vqDdOD7995hsQni6+NAry2z4N8rIsdQFgzwGu+f/D/OO3oPIQefUg/6wQhyY/SqM8kiv65eSnaGAgMCkQ8etddlx2FjT6XbtSCS2fYa04dNAANO7jtGACn0n0hyuXYKFaKQ56rPVY9e3UQOnR66R+VOTdgsiB86wcYNRGo7z2V9HyHA7Lt86C2Kr2elY7a8I2gIxZh//rk9hGEHb3rCugvOxZfuuQThPYZgdqnOQOKwrfhneW1eHxQdvRFzvQZ+RlpTQQw3KLZk3Y/0n+V4bmikq0qCMdbovoXUTFh690y0WOq73MGJ6D6MjaiHieg9A7NBUTtttTL4aR2b+GRNFQbQaoXJbbcRitULGMUaSGHoh9uJ8T9Cz1u9YhA3rq/zeh4a0G1B65mde3UX5fMdIROiJMLkETQM6HGrtY+NvaiKnW6DQKXppegy0F2ntUUBAQEDgSyYOS0pKwpQpzrFuRUVFeOcdz6482dnZiI2Nxfnz55k4LDExER0dHU7LmEwm9PT0sMcELg4GfAjD7OxZsgFybRuW7r8GoboGVizjM2APMXVjavcGJOV9i/19qMW3rbodqaEPa7fOc7agbweLJewLm4JDs19xcoIi69aU1o+R0LmDc321abeMCsP8gYpSNDFFyJXB61r2RenJnyCj5T2Pj9uLwP0hORiMKERq28ecy1lEEmxb/An7t8isQ1zPAZ/bzj//Z7/FYTJDL+Yf/pqTMMwRssPvDy9CW8IabF26hTk2pTZ/AJmpn3VJ1qbfirb41YAoMLENRWEemvVXnO89goyG/0Kla4JeHoOu6PmoS7+VVDwYz2A9PdxzIUElGyve8y1I6Izu7nl75v0X67bP9/nbakq+EsGCPrcVu9ZAPdw8ut301vcx++T/4XTRw6jOucfjc4vPPIzculec9je95T2ktbzHPs8TJc/Y7rRaoZZLWLFkvITqmxHZfRh9MXM4H1eSQ2F6NIaMFsgP8yvumCBlr4FPCSeq5zAiBs5iILQAPdFzWEyDWiZBopAgJSAgMMEkJIw5rHgSje++171GHDFUAVgtns+vIhEsYplPMY1F7H6gM8nC8fG6s7hmQ7LPc5dZbHOvpYL51jqbUOyiRCLHgXmvB1xQdiwmOzrhBNP5RmzWY9bx7yO17SOn993M+nDFkILf+N6OVpWBTSv3I6P2Ncws+9mEuIjpFPHYudA2rq3q0zkV3z25hAX6ntHYL6Frl9dlOmNsDm/0u+iKXYScmldYpzUXctMAVu2+BB+t4y4aUAF8e30XLs0h5x1BNC4gwBeVSoVFixZh7969XpcLltiWxuxp4UqPcZMkkKLGtITOnZAZ+zAQXoT2uGW8HLWZAKW9H/NTorA0LQZH2/rRp/ffAcNOYsd2XstJEBxH9laNnhW7Ul2ueR2vkaadfRT5NS+5PG5l79fSfVdjx6INfrmIXYw4FvDpHFRalIoT5c5NbWdOncW8/+Xj8MqPoFOlj52rLBbWMHWhIaGAyOw8pis697txr7creh4vYRiRHaHC+T7nQueBOa9i9a6Vo2MMEoNRfJodcs450WL7d1ZhkU9x+NHSP2DJ/utZg6A3yLneLPO+36FD1SzGNal9EyQwQS+NxPmcb7GYLrNUFfD7Fc9j7o1Q6Zo9PqYJzca2ZVuYkJ1u9jFMd8x8XuvO9DKPJSAgMLGoZFJckRuPLbVd0JmdHUlLzgYWnUcYpWMOTQkd25yEQMFENdzMrjvt6R775/0b6bWvYZYf14tZJKJKvw0nin/NxlPZNa+g6Nxv3Z4vcoh9JLdNGl/4oiLz2yiqc1AVe4Gu5xxfi50QbSOi+44jkAZrO2kt77LzY036rchqeMPj50Fir+1LNyFKIYXJYMLhGX/C3GPf5nyt1Jy0e76zC5bIYsL8o3d7fO/pKpSSf+yYIWKisGMz+b1HfHCNTyfX7BkJ4UgOC4HVasX+pm60abnHv9PKf83PUdPin6mEI2QMMPfYtzi3YxFJ0RK/BqntthqZJ1wjuR1fq1IqwcmOwKKqaWyW3P4pIvvL2L50xsxHTP56wTVMQEBAQODiEYfRBF1lpbPjyrlz55CR4Xmip6mpCd3d3UxYRixYsAB9fX04evQoZs2yZYhv27aNuZLNm2eL6BO4OOIc+GJQJWLLKttkBBUB+ZJgGBswa3nGM0iMQ7h80xQ2sHWF9jhq8CxW7FqHrcu2QKdKHXUA2DfnHyg4/zyy6l9HiL6d3T+kysT5rLtRk/E13vvstD2RCBExzp0ak0HVnKdRtPE9n10np4qfYCKVnroZmHLud5A4uD70h+Zj18IPbXGSLDf9DV4D8TBNtd/7m9n4X3ax5Y3cmleYOIyKyTTRRrdg0xM1m92CSXq4ClIf4rK4EBk6dd4LAPTe50XZJiZNHNe5OnU6uiJnIbbvqMfPaVgWjZNTfolgQBfGa7fOhZyju5kuZkvKf8m6eqpyv+v2eHrjW27CMDt0X1bDvxHXvhNqPYnOHF5synLgJo5ih4XfsYHWPffE97BpFfdE67DZgq113aybR5V+J+a1c4tF7Qyqs9ChdI9wcGVa2SPIrX3Fyf6a/kUTx5vWnkRMchSv/RcQEBCYiMI5sbfOVmRTu3Qfk1jIV39ke9xKJLdv9LoMuUp6YoiHe0Nz4mVO0ZBfNLg6wh2dRrKKpuLx192dbwIRQM0/cCsSHSZ+7UjYRLT/xYGq7G+z/9dn3YFp556Cwhh49LUjToVffQeWfTwDZ/J/gjsefBO15WVuy5MwLBhOayen/QqrdyzzODFvgYQt48jUyie9rpPc2TLr/oW6zNs5HzdbrUwwXhQbNo49FxD4ckHHvt27d3vslq/t6EZxdsaoM3C8So5ElQKnuvyPFg6XS7EgJcrjNd3R2hrMPfpjpLRucLp2oZijmsw7UFb4kFtBkYuKrkGszIzDysxYvFvJHQXHBxHPYzm5RQaL6j6NmzisKCYUZ7uHoNbUIa/mrx6fqzR0MwHS0Rl/xBeFyP5TOHpXE3Qj5zHH2K+0hzXAwyudnO0Uhh6ebp0iXkXvQKFz38wzD2BG2YPoiyhBfdqNiOjjduj0B406nf/CHG/EYHghDkx/AfNP3ssupBe/4B4haefxf3/oc2xEcz47Fm/A3CNfR5i23qMwffuST72uJ7FtI3OMdTwyKE19mFb5G2TX/g1bVuyBSeb/ub2i4H4UnX+OXyHcNORzGXJLo5u/hMiCd4wQEBDwH4psXp+bwNyUOjTDbOozViWHbMNYrcQf6OxxcurYnLCvBi9P6+BzbKJlEts3oyX58tH7GrLuQHrbBsR3+56fsK3DiuyGf7Ex1Kmpj2HquWe8bpvmoPfN/jsMijgkt3yA/NqX3Zan/W9KvAwqQytvkRolinCN46g5PpDGKIM8mrl4Lzx4OyKGnGuoNoGbYXS9JARqTLoaR2f+kc1VL0yNxme1nWhOvhLb1FmYfuYhRPedgMhqhlkSgqaky3Bi2q9gkTo3WKc1vuVXU4AEVmS2vAetKh0VhQ8gGORHh7LrXfo+O9YUhwwmbKr1HpMpMvl2eBtZMuD9o/d0rzQM0888CNVwGxOQU/pKT2QpFPoen8IwozQUNZnc9cOS+HDmDqx3EXryIb5zJ2af+P6o8y5RdB4wHIuE5bbDgMI9fUVAQEBA4MvJBRWH/eAHP8DChQtZrOQNN9yAQ4cO4a9//Su7EUNDQ3j00Udx3XXXMRew6upq3H///cjNzcXatWtHncbWrVuHb3zjGyyO0mg04rvf/S6Lo0xO5i8sEphYIhQT/1WTpC1m/6eBI19W71zOKQxzRG4eQFHV71icoB2rWI6K/B+hMvf7ti4OkRgaVca4oxYuBNR1cqrwFyipeJxzWEzvZmfEbMw9/h0ojL2j9/WTq9qMP2MoPN/tOTIjPyclawDuXTTQ9UVc917W6UIuXxPNjIQIJKrlqOgeQqdmGENcaiyehPH4nSxJj8XH59s9XiTQZ0gFiUild5ex3Ys/wpzDdyO1/VOnz532vjeiFPvm/gtmeZTTb3hlRizKuwbYa51S8RQSO7ay97g27WbUp9/ChJNc5Ff9kVMY5rjPUyt+wykOKz77S6+Xa/RYmN49OhTNO4BnQ4AfBB5dpdY1oFDWg2ZRPOvyd8VktbK43N74S9AbMZ0zCs3+njakXO95O1IxNCYL5h3+GlLaP3N7nEXTmvpwxccZqLjGf8trAQEBgYAL5/0NwD+muBUrueiMXexzHFSV/U3mluCpGE2TqXVpY5HyhFwsQnKoAnUDw0y0vOjwVz2eF8xiOU5PeYjzsYj+0yziVxOS9rl3HPEUMUmQGOq2WXnjjksLHzjLKQwLlJ6IUtSlj322n646gss3TYXUhxOHL6ychV8SdDzMuTy9D/TeBQOKNts7919YeOQuN0cRmhzeN+c1J/fhqN4jXuMn7IS7TPy7Ut+vE8RhAgJ+Qsc+tZrb1Scrfuzfl+UmjC6XFKbEqY4BdGj1Tu4FXKSGKZEeEYIElcLjcdZk0KF4762I6T3i9pjEakRe7SuI6j+F3fPfYvMN3ujTm7C5pgPWcYp/6Nic0GtrzPPGQKj7NX+gdOuMbsW+wtgwNA0OI7Xivz4FTWnN7+Jk8a9hcilmfl6ZcepHLB7RLron53ZyaSUxviN0vh/o6YZCocSgQeIUk2V/nuNXj9wtKWLLk+N6MKDNUZGZ3FDoZgZ/p3Mu6JOvyP0+7+XP93ILPltSr8bhnkpknH0e++q4v09FM2bwE4pb6Tr9bjY3wLW/bXErcHD2q15/szJ9NxYcucvj+FVl6MTC/Tdg11LvAjNORCLUJX8FmS1v+yxztybY5tH9JVIuQZ/Bu1CgvHsIGREqvxqDBQQEgg/9BhNDHa51aN7d5XzBB508Hk1pNzi5UfkDpYuYxCqW0sKHkOFW7tSLrbOhGmnK50NW7d/REb3Y57mPjlS5tX/D3gVvoTdqJirzfsBENbHdByC16GASK7Fl8SYMh2VhzaYZvLffkMo99ysPsCmqKekK5l4ZyiFOllgNMIhDcW7KT6FTZ6A3eQ1UMglmhYcgNSyExapHKWXo1BrQH1GMXYs+5LVNivYOBBIqV2d+HUZlDMaLPTrS8ZyiN5mx2YcwjDhbeD+yWn2fE3VK7475dkI0DZhz/LsIH6xgzRKNKdfg9NTH0BG/AptX7ofEpGV1sPSm/zHBty9ozuvg7FegVaW5PRYuJ/fhEFT1+BZzczUbLDj8NUg4HNHo+2d9fQbwNY76iYCAgIDAl5ILKg6bM2cO3vt/9s4COo7r7uJ3mXfFjBbZkiWZGRNjGBpoGEppqPClaZIG2nDaNE3TNIVg06Rpw2gnZmaSZVm2ZDEzLON33pNW2tXCzIpM73fO2NLM7MwsaN+b9+7/3k8/xUMPPYTf/e53SE9Px5/+9CfceOONdLtIJEJRURHeeecd6g5GxF4rVqzAk08+CZlsUIX/3nvvUUEYiZkUCoVUTPbnP587lYTnAmSANFohRW2I2dZ2yCABj0kjqQ5IX00HGXfX84yUdLmgNPf7yXOQVPcpjuQ95WNvT8QwxH79bOdU5l3QqzMx88h9tEPrjnWwC+To1uUhpst7AJtsD+stwfKtS7BrxttoilsBibULCaQC2uVEt3oir/P2qjJCvlZyfM596NWPjd21p8UxqcKJVvZ9F02NCxvY1tRrQm2vGSa7g97IqCRiVPcYaRxQMEiVOh/IpEVpey+Ot+kHhs7JgHKqVoH8GK1XpbpaIqTRh/7YN/MNkCnlxLpPENO2HQZlChoSLqWTnZ6k6xSYEqujf8eRu36FK8v+4XWTRSYxCot/g+2z/4P26D6RpidZlYGrvz0rjxPrP0d94uUD60R2w7BvoCnkhui/FwLXbfA4EX9BInmOyeZSlIoiOHYUYOesf2Huvtt8bMJd/VG0J7J/FvDhRBim7S5Ggh9h2NDrSfxw0B2GwWAwxnziXDUJkAl5tal8XDrbI2fjYMELmHr0QZ9JTTJIRr5LbR7CZMKKCTE43u/e0hK7jFa3Til+1EdgZhOpsHXeJz6VrwkNXyH35B+g1Q9G9XWGTcGh/Oeo08XZimfEJIHEKzx60xV+nbK8JpU94hSDOYrlHxl+1a9nlTgZWCex28WTHvaaOHWKlfjiokpMKP87Jp98gTrSCobhFkZEi4EcQQgTcrLxu/e/HniOoxm7SWiNWYrPL6pERsU/kND4NUBiJOJW49QE378HUkXMB7Ej+P2SnUdfmMFgjBwVcQFLisCu2nY0eubS+aG114xZHA6/nTteQLQfYZgnUR17MaHqX36/Q4bSaxt51OPuWW/jsm9zOL9/908dvagggr/zLUuPRvfWPbzuG1X6cnSHTcHZjtBhQniPd0QkaaJIfLf7I+cpzvd0CuWK/T6RdR86wqcjpe4jhHcdRlzzd6Pm2BkIEYYfcUro0ubDScb2RgDpDz1yw2U4ceiA1/rmxwGxSoey9B/S4jaJLo5Xf+DCLcug9iMMI5BHx7duojGMLTFLAh5jWtEDnH9jkT1HILF2wCblGHvww6Fpf4bc0oK49q0Bz9OrnICq1JswHLiEYQSz3YlmgwXxav+RugwG4zQRMxVoDt738Edj1CKv3zvDp6JTl4/w7qP8Hh+zHE6hBMmNX/La3yLzIygSirB2+SHM3XMT4lo38rpXJI5XiU1f8ToncSN1Y5eGYfesf/ndzyBPhNrazOseuHzCj/xuI45SyY2fIxSM8gQ4RDK/wjA3UqceiS3fIfxm30J6h9NFhWGhMty+Anl/lu64CN9dyN2X46KopRtamRg62aDo/GhLD6+SCKsqibqqiV2Bnzs5zp5p3HMVM/f/EElNX3t99jKr30ZG9dvYPvPfaI29AAKJEgJbJ3JP/j7osXpUmfTzUZt4VcAo6R6rg7alElHoZgrZ5a/6FYa5Edj0wN4XQj4ug8FgMM5NTqs4jHDJJZfQxR8KhQLffht8spwQERGB999/fwyujjFaOJxOtLp98kNBLAE47GDpBNTKN+jPpzoNaDLwcyBQGmt4T0KRDiUZbDGIuWPhzlaa45bjq7jjkFrbIbO0wSqNRHTbNsw6dHfAx5DXb/b+O6mNvsoyaLPslmYF68qSffZPGXRj40tHxAzEtG8Puk+nroCz2tqNWCBAepiSRvQEuslwT4uT56cQC5EVoUaaTkmrcPwRp1HQxRNS1V3VbQoqDNN63PRwMTFSQxcuSETHvqbgMZz1SVfRJRDdFjsdOO3d9DBihgjDPG/AF+25FusXbaRRDqFMcrohzlue4jCFuWkEJs99uOo2oqJTD7PdhUiFBHFksFIeBZjbeD2+0h5GnhwnFlk0Ni/4mv7NJDR+QyNRnNTB5nFeAtIpRb/m9VzJBAKDwWCMKwU/Boo4qkfDJyIi9wo0tXNXOBKnydaohUivfpdOVrqEIjRFX4jq5GtpHPRQrA4nTnUNtiOVabejOun7yD3xPCI798IlENMKXX8TXqm1H2D6kV/4Xm7XYSzaeSW2zvv0rBeIebpe/P6T7wbEYm4sJuPAZLK/SeVAjmJR3d5i51BwCqTYtPAbKujvVWfCKQo8UViR+WPUplyHi9cVQOCyj8AtrG/iVzWk+9eQORtHA7gFjSanJvyILv4gr2y0UoqpU5YBPOZmejQ5QbcLIYDd6URNt4k67ZC/EZVURPumcarArkUMBmN4cAnDCGQEotNsow4NgVBUfMTrfOk1/MRho4FDokFT1BLEt20OuE+HrhC92uDfS6EQpZAG/J7SCbjHcmgRm9i3vzAeKA3ViO7YRRuitojZIy4UlNgNfu8BBTycxIZCtrfq+9rB5uhFqFHOAKwClMRcC8Rci4jM++n9utJUj7GEb4zYUKxiLTbN/yy0c7lcvv0eQ6+PMIy8ftFq8rp2I6vjO9Tn3c/L9V9urIdWX8q5X3b5y0HFYXEtGzmPQa4mvfIdnMz5OYbDrrkfILZ5PWYf/LGXSymJFyWR7fsL/oixhgjEGAzGGcbqfwNv+xZwE+FxMGLbfOMcDxT+CQt3fW8gVSQYCc1rUZL1S15tAvn+b4xdFXD7rtn/hkp/ChduXgoxeNwv2gILZDwxyvlF7BVPeR6xW5dz7lcXcxFMCv8pRqfSf4jJpc9Qp1g+ECHe3ml/w+z9P+TcV9e2y6dtJP2sI808zROGoFelQt41KJwLBZVpeDGmQ7E4XNhR14EV6TE08p1Qp+f3vhLWL1iHldsWB0zIIX24rvDgjnCTSp9HctPXfreR4y7YdxM+X34cWfEJEJS841P8OBSZtZ2OeXHNV+2p78DcpPAB4wY+CB1mJDSt9Sqi84fh8L95HpHBYDAY5zqnXRzGOD/YUTe8DmmPZqLf2AVPBETokX017fxWeEweckGsYHnvS+4tJCOrYDxbIKIwshAyK1/n3J+IgtSWRt94AY7Xszb+8mFV+1am3EirIYRBbqhOBchtdyMVCTA5WkuFYbEqGa3III5bJ9p6qR2+e0hLJRFRcRWx9B3pRBvJjNdbHWjzI5IkkY0z4gedx0aTRK2SUxzGhb4/UlFx5E+cEY9z993qUyVE/tb4TPha+j93bmxibvEbF+SajtXXewkOplx7Eun/iuAetJZqUavII1m1vM9HBA9kCRVd73Fe+7HpXgaDMe4s/ytQtxloDPA9FTEJuL0EzTX8BxCJhf6xSQ9z7kcE2dU9vqJYp1iO4rzHgz5W5DAi/9gTAbeTiTOyfdu8T4IeJ5JM9Av6YrDONrFYsPhJN2Q9mVgd+jiuWK9gEMFfj7YvjpQPMmsbhDyFYQQy2DlUGDY48eu9PqZz5JXLwyFJLUdqmBJKscg7Npz8vXQEbvMdQnnAOBI3ZocT6ytbYfSYhO2x2tGot9AIVuJexGKdGIzRwerg787VZbYGFYeRaDk+aPXlEDjtcAnHZ7hu15z3Me3gPUht+MTrXoO0As1Ri7Bz9ugWYmaEB4nym/4zYO1tnPeM4+3eTgroph35JeKb1w20j0R00xy9BAcL/wgzz2iioVglOs6Jc08nsW8u3A+btG/cQG2oQOHRX0PRfHDAWWww/nsr8e/2Og7pCzz/1ndYvWEmJM7QHP1DwT2ZGeg5mcXh6NGRcb4DA59z4jCzd+rfSHxEiA5hl+PEocDjhW7RuGfkZkRvETJPvYbyrHs4z1FQ8jiv++/ojj0QOG00WcAffMXvSguPZAOnHZPKXkRazQc0Ns0uUqI28Qocy/k1mmOX4cuVpTTCncRfOURKNMYsg17jGzc+FsiG4XTCYDDGmEj/4u7B9sI/szO68MDyPpGRmx7tJFoUm132MlIaPoXIGVhhRh6VW/Yi9hb+GbOO3Bf0u7Q062cBnZTcGNQZvMdDI3oOwyIOg8we2AGLtFMlE3/N63jd2jzYIIUEwZ2o9s/4W+CDCIUonvQoCkoe8/s8HEIZqpKvh0mRiLbIOegIn0HXS23cztOkLe0wWWnRe6PeTKPQyTwDKfQeDi1RSxDVdXBYjyXPTWms9RuZOBzBcW2PiRb0E0IYmodRl4W1i3fiwu0rIHHoB/omZH6iIuVWFOU/xXmMnPLgrrnkmAv3XAfxzfshbPqG83hEVCm3tNL3OBh2F7CtNrR5VLHDQOfJAhXRDeLfCZXBYDAY5x9MHMYYF/wJYvhQkXoLpzgMcx6h/9mcLhhCiFYwKZN4VzU2Ry2BdRj27mc7uu7iUT8mec1r4q/EgenDi6YgnegDhS9h+pGf+Z1IJBF+NUnXBj1GolpB3RWGkhOloQsZaCSMpvMCiXpckByBhl4zdRAjkZNk8CxFp0CyRhHQhWykkMlBiZD8fQz/GORvC417IOLhWkWqhMS2Xtglg8KuLm0eIrqPBH2cy4+ozyKPoTFhEodh+BdPB2O9vxcOd5hRtrwIK4hLSZDrMU//1bipsUYyCc9gMBhjzu0lwFoSj/vy4DpFNDD1PmDub+iv7rZzNCFx4aZ+gXKoJDZ8Bak9uDg6umM3kus/o5NqQyFf/xPClCiM7SsOsNodWFPRQgdbz+b4SX+OYuTnofTYZJAMiSXwnFwNRmvE3JCukfSxPR1ng1W7Dq109zfx6wlx8TwdNOjNmJXoJ2Luso9heX8hrRweChEaHMl7ktc9h6cwzPu8FhrDmhd9elx1GIxzjVCMcAQcNw4SnvH2DqE0pEK20eDgtL/g0JQ/Iav8LwjrKYZelY4TmffDIfGOauZDfMNXmFr8MBX+EpwCCaqTvoeiyU9TJ0mNNMgwZN6twNZfA8Ymv5tJE3xsIre4fDQhYvMFu69D2ND4R7gQ17qJuqhsWvCN1/0vH1Ir3kZhKcfsvPtcAkAhE0GiiYRI1GcpZldOxoELvoKmqxhT/3cbDh0PLiwiYvB2vQNrpryPC3ZdwVnMF2g7n77AydQfIq3hQ69oKnLMbk0eNs//kor8h+MK5gnpuwQThgUSjRMmlb/ESxxGnMz5QIsjXXa44F8cRj73Qh5u6u3hM4NuF1s7sXLTfK/Xlbi0Z1W+jvSa97Fu8SaYlMloiL+YLuNNnLrf7o7BYJyR8HWiJOw5ZfJbQBTXsh5JjV8GFYZ5fjcWFD+GTy9pQF7JU8is/KeXcxZxDCPCsPKMn/B7AgIXbyslp0iKYCZjnbpCdOsm8zsYgA1Lt2L5prkQ+bkAsmbd4i0+on7y/IlIa2KkGkUtvdQV1i5WYfLxpyC1dfYLloRojlmKkpwH/Dqa61WZUHK0RS6RHFtq2r2ubLjCMLgcSKv7ACOBz9wBX462dEMpEdG0lVCctAgmTRq+Wn0ScDigsDTQ155vdLPE2gkhD5e6iJ6jcJJ+rZhfH58IuscCqyQMFkk47PrOIMKwQebPnw/lkL9tBoPBYJxfMHEYY8whk2nDpTbxSiQ0rUFi0xr/O0Tl91WXUhFM6McnzkRSe2/QfUjHszR7eNbuZzt0UJqn5TFfyNsU17phRMeoTbqKxhSRG0tyYyp02uiNXUXarahPuIzz/LnRwQduxyqOhwi1krQKuowncxIjsK2Wu9ooKLVbeOmkyD6RHXvRHHvhwLrDeU9h6c5Lgz6+QzcVTj+VYsezfoGC0ieHedH9rn9S38lZgywKXy87jGVbL4R8yARtn1DtDlTE/QDhEjGaeETJDIV8H6VpFagIEiXqdT2qNOh6uSMrPG+EDzV1YUHG2EdlMRgMBmXh0wPiMMMPmgF3VJ+hT8Arc1hhNpoG3KpGoy0lcQLD1TarjNW89ptx6KeISS5Ajy6ffsuSiGe1VEzdX8gzINHEvVYHJELBWScMC+Yo5om/uEl/TEnocy/hmlDelfkEzEbvSVD3Z8LfZK8ZcrQ7o6C0tdHHL3wVOMzDPINAhGHu6C1/VKTeitMB+dw2GyzUodaLyEnYNP9rZFW8hpT6jyGx90WxtofPwInM+9AUu2zE567sMvKKHmcwGL4Y+ts0N+Q7y/P7LFj7FkwY4XC60JZ7L2L3cbtUNMaupBNhgUSgXEzQKajDIBGLhgKZ1DyZ3Te2Mlzm7rkJ8a3eEXpkInhC7X+QUvsRNi5Zj06zjra1AbntGPDvGUBPpff1QYhjOb9Cdcr3MZ6k1H3sIwzzRGM4hbTa/6A8QLSwD04HLl+TDlEIjpmExrgVcPYLwzzpDZuMRz7pcwH1B1e8dKgQYQHtCwTpDNSmXItj+b9FYv3niGnfDrtIhbL0H8KsDO6WEYormCdv7iiCTNHXz7lsTWafc0kQEZtn7GIwyJhTJA/3FItYA6co8BjPqZSbkVP596DHcEKAusSrgu6zZOcVXsIwT4hIbMmOy7Bm+fBjwUdCmFTEXEsZjDMVsQogMcYeTpTBinACuYoRt8qM6n+FdGq5o+8761jub1Ay8VfUgVNhaoRFFonGuJXU4ZAvZmksVDwcFvWqCYhvJw6agWmICxxj6Q+jKgVfrziOycW/QVrDRwP3w6aIaZDfshcTus0oavUuTCP3tV0WO4pbezE9Xoe9DV20D0MWUoxPogCNyhRaGB2IqpTraTsajKKJj/gVTSlMDUiv+Tei+iNC2yLnojL15qDOVcSgQWnmeSPuB1LsZFQkYbQgLlokXpK4uWuH64YmElHhdCiIrd0893TRYn/HpBuB3cEF/y1RC/zOT4wKAhFqkq9FwvG/+xTReXHx+0DmZVQYNlZzXwwGg8E4O2DiMMaY4xxh52bvtL9TEdCEqrcHssu7NTlwJC9HxOpXvJyZohTSkFzKts79CMu2rQy6T2XyTeiICF7Bd67SEr0YCc3fjvpxZfYeSK0dI3Jj6worwP6pg+8/H0i3d05i+Hlndx+tlGFqjAaHWoILIQNBbsAQP5e3054A3oLQrojpOD7hbkyqeNXn8eSYemU6tiz82uc4OqkY5Rk/RkTnfiQ1BxCIcqBXpgXcZpXH4JsVRxHX9B0yK/8Bsd2IHu1EFE96pC9a1eaEVDS8bzBitsZXGEYg1XKzD3JXy/VFbfa9jzU9ZnSbbdAFia9hMBiMsSA2Nnh8EokuIm5VozHg5BqmsyKpnuQDucLU3fcDN3tPQG6rbkWreZgVt2cBXHGT/iCCLU2fYS8Hi3zWkHM9+e9P8Zsbr+A92ctngppM/gbCIRCjOvXGEZ0j1AplT440d2N5erTX34HZZqeTC0fyn0Vx7qOQm5pojIpZHofRwup0octsA7cvC4PBGK32TSQA5GL/bl9WhxPbatrRHXMTFkZ+gej2nUEn1com/ASFMVoqtDjRYaCO06E4pCdqFfT+r6xdj6Ntw7v/Gw5plf/yEYZ5IoYNS7ZejKbUCiLdCXwgRQTwwwqgfgew/0XApocrZhrq8x9Cl94Opc0BsYDE6Q6/CNEHlxMKcyMVoJkV8V6bUur+x/nwlNr/8RaHEfFSqMIwJ0RUQDwcEfhw2vtgEMeZVr2fCcd+LBIdWiTpgNGIU+HL6TLAEOH4cF3BPCHPTRsROfA3STTZozXdWZT3O6TW/Y/zeMRlLxilOQ8gs/ptiJyBBZsnJ/wkaJSs0lAJjb4s6HnklmZEtu1Ee9Q8jDfZEaG7DDIYjHFi2v3A3mfoj+SrMlhhjSvId9CEEIVhQ2MGXUKpj6shmRsgbbBVFsV5rM3zPsVFm2ZzFirxiU5Oqf8EJ7OCf3cPxS7V4vC0P0Ny8TtI0vQVC5CWl/TTjg4RhnmitzlQ32vGsvRoVHcZUddrhiUyHyaifOKgPv5StNT8BzHtfQKvoXSETUWVH9F8QuMazDz0U692J6pzH7Iq/o59U15BQ8Ilfo8nsY2s30jitrkiQodDu9mGWKUEfCVbI8WkSuY9B7K/sRM1EXdipeINqEx1fvchxzqRwe1YGgyJALAF+ciQ42ur1wxER/oU0UUXAoXjW2DBYDAYjDMXJg5jjDmBhDj+ImwCcTT+VhyNuxkKSzNcAiHMsljoZCIsGVLZmyAD6tr5H9csycD+5Hsxqdy/yKg5ch72ZDwCF89BrHONQ8l3QVvz7Zgk69n07TDLx2faSioSIEEtp1bOMoHDpyL8fCBGKsDiOBWdJGgxWuiNSZhcQsVFeo/MSX/V8Ok6JfTKOZALJBBzOMmRAfUuXaHP+tLcR1CX9D1MLHuZCg5J1KNZFo3qhKuR2vAxLvsmAw6RFHXxl6Io7ylIpXJMilRjd2MX9s54HfUNXyD3xAtQG4k/sovGRPWoMhDWezxoNOSGhes5X5umuBV08UfHOAkD6uMvoSI5tbEyYJwWqSZeO4vYew8OppABiAXJkeNyjQwG4/yGVBcS+/kdO/wPTHpCJiD9xVAMh2a9BSlaBWp6TCF/r+Yff9JvBLUPrYe9oiy/KmuiVarnMoHiJj1RGSpx4da+Sd1Q3LwCfSZaG+p4T/YGcimrjrsEh6f+CZEde7D80E0QkHgRP5C1m+Z/iZGiloqoc9xwIBMBx1p7kayWQdd1GHo7sNOWMrCdVMob1BMwFgxXVMlgnI+MRvu2OCUy6KRRN4lIFgixc9a/sGr9LMhs/l2dSVShrucYilunY/mEWMSq++6Xvy5rgoVUn/CACMMIWZFq6mZwpKVnXL4RCkse5dxH6tQj7tATwPJXuQ+YOL9v6Z+cIz4USR6GC6c69TjS0gu1vhwpdR9BbmmhQtvqpGtgUKXzumaBw4IFO65FZM++gWhjB8Q4nv1znOx3j1eY6jmPQ0Q5fNB2FkHkCs3RjcSM7p7+BrrCfO+xR6u9H4paLIB+SEeou6MNP102h/4cyFWmf08AmRgtPF3B/DE8t1p++9slWurkF6xg0iSNogVtwSAT5d8u3Ub7VFJbt9fZqWt56m0oyQ3+9zOh+l3Oq6aR6NXvnhZxWJyGSdIZjDOW+U8CR/8JmFr9bnZ/27eHzcCmvNcA+BbITy59bthzAySeeSiptR8go/L1AWdOMr5bkX5nn+tzgO90iyoZekUqNKbqgM+jNv4yJLSsG7XYYH8YrA6vdqe628jZzyJjGfnRWmRHqulS32vCngb/TpCeuIQS7Jr1DvJLnqRidbfzpUMoR23i5SjK/Z2PcyXpF808dJff6E8iFpt5+B5s1GSjV5Pts12vClxgzac4L9Qi/lBoNtqQG6lGSXuf8/aYIhDBJlJB6gg+f9QYs4IWbkMoxuYFX2PuvtsQ0eXt4Ek+Gycn/BSt0b4FdKEQTBhGsMoisX32+wAWeG8QCIH0S4ArPx/R+RkMBoNxbsHEYYwxh3SYU7VyVJPOkgejYWk/9pCq3kmn+yLOURaf7gtg8KiGJ9bNpe09ONwCJE55GbMO/TTogEB9/GqY5f4r7vXaHOyf/teB31dumIVJFX8eOJ7YaUJGzb8xoebfcK58FwL1DX0bBALUJ15Ol6FMqHwDhcceoxMpnpDfNs/5FE6J8rS4hYR+MiG2zvsYc/fcjEuePYadRAPnA7ka7yq7XjLRxGAwGOMAaRe2bdsGYxDBPBFfc7muhAqJcpwWp4NEJKBxeZ5z40qxEFanE/6St4jzR2XKjciofofzHC6Xg37ntxgsNLbgfJHVcMVNOpR52HzpUUw58gAO/Hytl3DZ3XaTQdOTmT9B+YS7/B7DczLZ/X+gyd6F2y5GhP4E/dlfHBSNep//D+qIZVAuxX7BK5h+5Jc+ThzkmrbM/Qw9YXkYKfqRONO4nBBtfwjqqn/SmHbiqXEBJHRwuHTSA30DtWOASCCATiaB9Rx2vmMwxrt9a+7oQkaKb0wO+ZpamByBMLl/GyWjzYEmktHUj66nJKAwzE32qdewcYjr4aQoFQ63cE+GRSsGr6PVaAlZGKYw1tF4Or0qnU5I8mVpnITGR/JBeuozfuKwIBB3xIr2bszbfSPi2rZ4bcspexkVqbfgyOSng37PCuwGXL42B8IhXvci2DH55O8R27wR2xZ+yctFI9D971BmH/gBr8l18p4ZFCk4lX4HKlNvgVMkH9P2nu5DBIVhCuTF6LCuqhX2Ie2fxTT6TiChuoLxwSyNhsLqXwDhpkuTy/t4u2e+hVn7f4jEpq99RF1dmjxsWrSWTiJzXpciCV+vPI7Itl2YdPJFiB0GdIRPR03ClZh84hlc8u0k6hzYGVZIJ/v1miyvxwuc/P6+BCG60o0Gkv4kBwaDcYZC/j5/0gD89wKgYduQbVLsnvUvNEb1CVdsAfpCEW27h3Vq8l1pVHhH+hUefRgZ1W97rdMaTmFK8cMI7zyIA1NeDigQW3fhLizduhJhPUd9vpNr4q/Agel/xep1Uznjg82ywFGOXBBxUoRCiph+W6ZeHlGHdqeLOoyppX1TsZIQvjNJQdFh4jo98SFEdB6k49+krQiUxpJR9ZZfYZgbso3sczz7F0ir+Q8iOvbCJRDRqM26xCvRGjEH0R38328nhLQw70j+MyNKiOFDS7BMVPJxdpgR1bEbIocZ3ZpJMKpSh32uXTPexKI91wXst5HnvWf6YIyjRRZNBWLRbduoc5vC3EAL6I/mPj6i6wgFi4cbuXnBc1CFRwEk8lLMBNwMBoPB8IaJwxjjQmFsGBp7m+AaZUt7BoMxurir4XUaNZK1cpzqHKyAqk+8Asd7T2BS+ct+b45Ipdfh/Od4nWfx9osD2i2TY4u+vRnIvZ5GhgRzbyGVZbVJ30NGxT8R1bkXIrsBrZHzUJLzUN8AyAgIl0vQYeY3CDsakEr3NTM+w84q74Fgf5DvUVIlTeJmGAwGY7wgk3MqlWpcX3C5WEi/6wpjdJgYqUGT3kwHVzVSMaKVUpjsTpS09fRVbA6hKO9JxLVsHIglD4RdpMKaE40436U0SmMNhE4rHcB3ivoGu0nM8t6Zb0JqbYe29yQiOvYhvfodKM2NtL12CKxIMh1Fs8gCm8zD0iXIZPLQyV6ZuRkz9v8IMbYTEASIOSFdgZ1T3/RaV5d4FZqjl9LIJyK4IK6ixOGjKeaCURNekfMKBX1x0aE90IWl21YhvKfYJ1Ytt+JlpNe+izUrjgac+BgJxGlPIhIi+NA5g8EIpX3zlP4kaWRQquRIVCsQp5YFFa7U9XhPssY3BXYgckOchPucNBIG1qWHqXGkRc8p9MqP0Q78XNrOvb+biSdeRGblPyG19wxMeLVFzsPu6f+AXRo8plkiFCBMHMKXpM23vQ4Fg9WOPafKsGjTUigsLT7byaQpEYbbJGEomfhgwOOsXj/LRxjmSXT3AcQ1fgNn1tVAafAoreqk63ldu9TOL66JfKLE1m6c4hlVORqoJSLEa5U40NRFXVGGQtptIuwmSOXDcesKneG4gm2f8x8s27osiLu4ADtneIsSuNg745+YevBupDV86rVeYLcDLgcvcZib9qi52B71Ef05r+RpLN15qde1xrVuQeyWxSjJ/hVOZP9sYD2JYsuseoNTXNgUcyHGm4WpzMmcwTjjIbG1398KOJ1A3VbA2AKkrQLkWogbOoHe4G2zmGf7NZSWyPleMYNEODNUGOZJav1HaIxb6RM/6cmmRd9CaDdh8vEnoTJUoTNsGkpzfj7wXUza/ulHfhH0uqqTr8VI2F7Xgaty+mKo+YpjxeSmsp8opZQm7Vgcgfsh/twsW2KWcO4X27KJc5+Ehi+RWv0viDx6isRxrbDkcRzMfw5hPccg4fmen8y4GyWTHsJI0HYfRVTHflhkkahPuCzgfm2mAHe4Licmlr2EjMo3IbN19q2CgMZcHp78zLDEWe3RC7F76muYc+huCDz6i+QVs4uU+G7xNrj6x0w8aY1aSJfTzQbdNbg2f2xcyhkMBoNx9sPEYYzx+aAJBViREYu1FS0hW9oHgkQ3kFi8QOys60ArR0XBcNBIRZgZH47NNW2hTxSNEcQhYH5yOMI9KpYrOwwoavPfkY9RSTErPpzGTLix2h042taDZr0VNp5PLKzrIBbtujYka2ka9Tf/Gxi0ffbFEXIxZiaE49uK4NWdbi7OiMHxtl5UdPP7DE2L1SJZN/5Vrmcbnm4vS1MjEROmo39DQz8JpRMfRFXqTZhx+H5Edu6H0O4jbDgAAPiiSURBVGmDSZ6AirRbqf23XaLhPJfQbvSxWfbLh6uw4qq1+Ibjs2GT6FCa838YbWbFh2FDVSundfOo4jH4HSxCwz1QntgfNcNgMBjnKtnhg5P1ZAA1dUibriSTmWoSO+k7oO0SitEePoNTHEbiJ85nYVhqzfvIqvgHtPqT9HeLJBzVydfjePYvqYNMfslvkdjwhV9XGLIuofk7RG+cjW+X7oRVHsU5mexuw4QOE1ZunEujwPhEJU079iDWJK7yWm+ThqN8QvA4p5GikoQeLZld9rKPMMwTha0DyzYvxvqlWzHakChMo+18/kQzGGOL1emCSiCgIkwu4UqHyft7kzgZ8MLZJ4R2TySS8yxKjsCW2sCuYwlq+cD4iMXu4D0WMuvAj5DU+JXXOiKaimnfjtUbZ2HNBXuDCsQywlVwKdW8w/pc0XnDjqYilHUaMG3fD/0Kw7yuq+oNnMi8Bw6xr+hPZO2FzN43eRiM6Ud+huIrSpBTux1qQ4XffXrU2ahO4ScOM8niIbOT2EVu5I5uhHUdGXacZKj02hzYUtMecDv5DOoivdv4M5FebS52zvwX5u6/HUIi3PKATBS3hs+ETn8cLapE3se8eE02ZA5f574w0wlc8U0aPruoirrvhEJc03fIrnjV798CWZd78gW0Rc5Be2Sf6yr53yKNgtzaFvCYZLK6hudncbTIjVQFdE5kMBhnIETIlOItMCJxh7Uc4rCOsELEde4J6VQOgRT7pv2NOlMVHnuUCrn49IMyKt/wEoepDJVUqEQcNW39/RGnWIGi/Gf8Pr424QpMqHoL4d1H/W7XK1NRmXIzRsqBxg5MiwtHokaOyu7A7rOEKIUUcvGgkJgUv+VEqlHU0jO4zmFGbOtmSK2dMCqT0Ro5f1iFRGScngviYuvvyBK7HjMO3Y/tcz/Eol1X8eqvie3BoxcJUpEQSRo5qogTvMd6lb4C+cd/h7jm9QOCfcehe1GVfAOOFDwLvkw9+iDSa97zKRaIa92ExTuvwOYFX8Gk4N/uu2lMvByfJl6O5Jr/IqXuQ+rkejzrl+iKmIrxZDjJJuQ+orHXhHiNd+wog8FgMBgEJg5jjBukI7g0NQo7atshEPgKHnIiVKjrNcNg4558IZ3qxMjgFayz0qTYWtPOW+jEtzO2JC0KGpkE0yHC0dbekB8vFwnogDKJSQq0T7xKggYDP8ciMl48JzEccSpvkchklQoTE6NQ22Om2fZWh5NObqXplIj3U+FMhkwX6QYrjY82d6KsK/hNm1m5AFXz/oK8A/fwHuCtj10JR9wUGgk0KVKFSVF950yJsnHaA0/QKaDTajBTrUZ3VSvnZyUvSkNvthihoZVJqHCwNUBFjlmRiO1z+6pdh0NWxd/5fV7qN0MuEePC1EhsqA48UM0HciOXWvcRbGJVX0Rl/MVwBRnAnRqrhVIqRmaEGsfbuSNc3O42Zn/ZZjwhN8rlHhbuRBgWLP6D1KblRrHPN4PBOHOo6xm5+H8oJW29iFRJESYL/J3tIBXQfohrXoeUIS4PQ+nUTqYRCOcrecefQc6pv3itI9W22RWvIaptJ6T2LqiN1ZzHkTj0mLfvFmxe+A2/yWSXExetm8LbRYUgt7aioOhh6lBGBsxJfIVdPPbtYKjCMELOqcEY7UBoDOXQdhejRzcZowm5PyGLTsAEYgzGaGCyOfDtqeaB31sMVvS4TKjuNtH76qFFV54oJN6OQt1a7jg7u1COblUmdcUsiNENrI9UyrA0JRK7Gzqpa6Ybcub0MCUKPFzD+I6BRHTs9xGGDZ0knH3gR9gx938BC+eyI1TYXd+BrLCZiO4K7hBPrurIlBdR6HIN23mqu3o3prTv5NyPXDuZZPXnPpJe+Rav+1GpXY9qsxgN87/EtKIHkNC0dsA9gkQFEafKg4V/5N0W7Zn5D6zYvIj32Im2t5ROupJzdmnzqCB6KHJTIybUvIvEhi8hdJrRo5mI0qxfoDN8fCcuzySaY5fhi1VlSKt+D+nV70JrKKOTxGSJ6dyL6H23UKHVlvmfw6BKD3qsObu/71cY5nlPvnzdTKxbeSSka5xc+nTQzwHZll/yO69+1Y6Z71KnMaGf6EjyeSROf+NNvd6MKeN+VgaDMZrIJSLMitNhb1Ng8fLeGW/g0nWTeUcjkzZr94y3sGjH5dAa/YurAxHVsWfA3WrK0Ycg74/jdvW7Ix7Ofx4mxaC76lCIgGf77A8w/cgvEd/8nZfrU0vUAhwo/NOAyGwkVPdY0GhoxoKkCGilYvRYA997ZUf6CtUzw1WwOZzU6TWj4h80FtvteuUWsRVPfAQNCZfwup7E+i+Qd+x3UFobOPcN9j6K4MDEky/y7qtYJDrua9PIkR2hRmWX0Uv0t3jn5ZBb232KzzJq3oHc0ow9M72dw/2h6znmIwzzRGFpRm7pCzgw9WUMl9qU6+hyuhjuzObJTgMThzEYDAbDL0wcxhhXSATQ8vQY1PWa0KA3w+F0QSeT0MFMkrtO4oJqe010crHbYvdrr0sEFLMSfAfFhkKOuyglEsWtvWg2WAbWk84tiX+YEafDyQ4DrTzlM3YqFwkxPymCCsMIWRFq6mBBOvF6D5GSSAAf4Rep+CUuRHH9Lj9Olwul7b042W4YuEWRCImYSUtfCzJQSl6DfY1dQTuA7s41ib/zB7E2JscjS6jkx5LXuBtlHh33oeRGqjEx525g0V3A9oeBqm/7bJzbSwCH7wRxlyYXh6a/hiydAvlx3jdiROC2rrLVa6Dbk3iVDFP6H0MG3y9Mi6LvbVW3ceD9I+8tEcCRz0h6uAoKj6ocRhDsVmD7Y4O/v5UHzLkP0Hx/TF42mSVwtasXrr7Pgk4uxWWZMfiiPHh1uD8yyl9FwZCB18SW72A/dD/2znwDTbHL/T7O/dmZGKmG0eZAdQDBA/nbI7FmxBI8RiHF2srWYQnE6HdEQjiS5YNXmhWuggFidFh8haJkrwXJERCOMDqTwWAwRgtXf99mtCHujRur2lEYrUFGhDqgqNkfGZWvcx7fLI32GwdwPqDtKfERhnkS0RPaRGd49xFILe2wyrjjhZLqPglJGOZu+zJrBmNICoofRWn2L1CWcRfGEoHdiNyTf0Bs2zYarWkXK9EQdxHKJvwIvZocv48RB5lIHjgu6W8ffxI75vx3DK4aaDawYEkGY6SY7Q7qfm4OUNnVqLdQ14epcf4nxpK1CpzyuJ+uS7ycOiRIbYEnYOsSr6DOyOWdRsSq5IhVDbZR4QopVmfEosNkRY/FTu+LyXZSiOcJcacg7uIOV/CBjsmlT4GLmPYdEDjt1I3T6xwi4mYWSROqmgxWNM/9EJetzfLrMkkgV3Is+0FUCJIQb7R6PS++kHGU6OZ1vPcP5Gah6XfK5AsRZe2Z8ToUxjpEdeyGwOVEW8TsgZgiubkZClMDLNKIoNFFBnUm7XcorPxc06cV/d+A+5VTIKZuKEfynoRd2vd5i27bjrm7b4DYw/9UZapHfMsG1MZdhn0z/obzFSIO6AybgsKSx6gozKdo09qGC7cux1fLj1IHmkDEt23hPJfa1go47X2xbTxR609x7kMisz0xREzBusWb6ecismMfBCCfDQE6dYU4VPA8unX5QY9HCic1EhGK23q9xizIWCcZ9yBjtFwFm0PptoQuoGcwGGceSTolFaF/fazK73a7LAIOiL3am6GQb9rvFm2BSZWM6PadWLFxtldsIX8EyD/6CLKq3xqyFrR9i944D+su2BlUIEba7d0z34TSWEPbSoHLhfaImejV9KWYjBZWhwsbgxQzk9qBqbE6n4J+N5OiNIj69hpE+4kdJwVacw7+CObiaJRP+CHK039A2zZ/5Bc/hqwq7rEPvkS37+C9b2P8Rdz38GEqVHQZvD4NeaXP+gjDPEloXkudxQzq4NGIqTUfcF5jQtM3OOR4Ac7zbNyHuIcxGAwGg+EPJg5jjDtkAJNEAg2NBXJvI85WZHEP/tV2m9BptkErEyNNpwhJDEEEYkTQRcQdBpsdUqEQOg8hVV60loq8mvRmWl1LhEVkkLLbYqPRhUa7E+EyCbLIIIrU988lRaekA75EyGZ3EmcuMWRiIRp6zVSQ5uoXj6ToFJB4XDexD86N0tLFPaE6tHI2SaugS3WXASXteiqUI0eIVspQEKuFXCQKWKE8WuTH6qhAZWNNm9eAeJhUhBkJ4YOTseS5LXqub3GLjXY+Dhx/F7DqAXkEMO0+hE3/GQLVuxAh28oJMSjr0FPRnrvaWSURYnZ8OMIUUp/9p8TqqDsYef3JyxfW73jFCIHuauCdyYDeYxKzpxrY8kvMjtuAvdNeg0sYOL51ODRHL0TmkJt8v3hEVIqGIYKadvAepDZ84rfaiQxozNl3K7bO+xwdETN9th9u7sYqtZz+XU6PD0NmhArlHQZ0mG30eEQMRgZQPW3BCeSmf3d9Z8jDH+TvbKjAITdaA5VKhTajFcWtPdQpj3y8EzRy+rknfwMMBoNxptBussFgG757IhdHWntp1SOJkRwKidEi/S3SXxzA6aSD0lyE9R7H+cqE6ndH9Xhk8jWyYy8a41dz7ltw/HcjPp/EYaDiKodQior0OzEWCO1mOnmsMVYOrCOijrTa/yCp/lPsnvEmWmK8o1lCQcNjcpjBYJw+tte2c/brSZRQbpSGjgMMhYwreOIQKXGg8CXMPvBjCP2IqHpVGdQlws2Oug5MjFAhN3rQFYwQoZDSJVjhSYpWwRlzpDYMfrcF+24n7g56TZbXejI+sLmmHeL+my2XSIo1yw7igq3LobQ0ee3rhAiHJz+NqrRb6O/EOWI44jAyjiKzD0YwcdGr9r5mNzXxlyGt0f99oicugfcYkEmZhFrl9wZ+Jw6bRKijMlYNHMski0NR3m9Rn3Cp32OuWX4YV36dyMuRwzMWkbhFpdZ/hISmNVizdBd9LebtvhaByuGSm76AsSQBx3I9isDOM6YWP+QjDPOERGfnnngexXlP+N8hgDPtUGiRor4SBq3/z5v/x3CPGHi63RDIuESRKBPb5n2CUNFKRXA6nEiKVNMxzGajBWabk35vkb9F8nmaEK5Cj8WGTdVtAZMOGAzGuQtxO12dFRdw+zfLi7B6/VRIXIMF+G7IV8buaf+g34PanuOYs/emgO0TN86gY8ZilxVLtiyn8YkSZ99YdqduKoryn6aiYE+MyhRUp9xAf1ZLRJigklHX1x113NHSo4FYIEBSkFg/c0cVovwIw4a6Z08ufQZxLRuwffb7cIq8jxfeeWhUhWEEvqPN5H3vCVAs5SZCIYFGJqbF/W5IQRlxY+VqWycff4rTPUxpquM1biAzN8OkSsH5RASLfWYwGAxGAJg4jHFGQwYoUsOUCFx7yQ8ykehvMpFAqmyJyMuTMLkUc5O4XQ8IRDxCJiX9Cbv4EixSITVMRZfThVwqxkWZgW8O/SKWAoue7VtCfL9zIkkU5KAoiAuJSEiFOoxh8p+5gM2/u0Vi0zfIK30GxbmPj+rL2xy3ik7kipzWoDeYgqu+8/47k4nRZeEfkRRIGOZ5s5tf9Ci2LPG9ISXCUCL4dAuwiNCUDMZyEa+WU0cvEoNGhBJ8IG6DGf3iMH+Qz/eSVD+RXAwGg3EGYXF4OwdYTIEnpGUKxbDipHbWtWNZeozPepvDQauBhyLwmFQNzNgJ2s50NPqyUT8m32pciY3/5D4XE8v+hKqUm8akEpg4q3kKwzwRO82YdegurLnwABxi73sJEl7FZ+LXIRz+NZPiEospcJSr598g2ZfBYITuGtbjJ1bWX/tW1dpB7/8NVjt6XSIaN5+oVaLGj/twY9wqbJ33MXLKX0Fc8wYqALFIwlGdfC1OZt4LqzTCa//SDgN1DCduyoGw2h3Y09CJVp73H26cAn5FQHax/3sVUrzidR2ySKxdfhCa3jLEtmyE2N5LnTpaoxf7iOaOtvTQCCbicEaeH1nIeAAXUl0yr2vuVucEjFZsT1gBHOQ+RumEnwbcFtu8HvP23erzXa+wNGHWwR/jkLVzQAznhYA4PRUgorsIw4FMcGZV/h3x9Ws4J96zKv6OY5Me6XN3Pw8hUVNcpNR/GlgcFkJf1RFizDVxmQvmmEIwyWMHxgtIYST5G3G6nNjXGNh5MBDku6zHaqTJAIlqGWYnen/PuCHFajqZGA0dgftpnt+Baun5+dliMM5H7LIwfLXyGCaVvYSMyrcgdhrpPU9r5FwcmfwM9P2uXLP23j4CYVjwyEM3Cru3uCuy+xCWbL8Ix7J/jZPZ9/l9DEl90XcZUREkIWW0sTpdNCHHbYIwFPPmX8O/F5j/uM2c8r/geM4DXusLjj7M6/HdmolQ9lZCAl9xn98xeR7H7NDkcbpmkrHx+h4jdVlzozTV+41IHora6N/JzpOh/eZArNi0ENUp1+HI5KdHvQj+TGViVGh9EwaDwWCcPzBxGIPBYJyvVK0DDI0+qz1TiGLK/g170l2whzjY6Vm17s/GeEfW05hW9IDfm02yt12dAnNYISrqOtBmsg5UefGloOhhXjeyEfoiSKyd1HJ8KGTAgMS2DsXqcNBIU+LoRSCxkpOjtVSo2Pe7DItTZKjqMuBgM/fkd6RC6hMFw2AwGGcbQ6Oc75hfEHDfidNm4qn3PgtZIOZvkr5Rb8Ku+i7fnYVC2MQazuhCvTIN5yt2Ueix48EgkVetkfN57esQySAiTrOjAJlcjW3djMa4lRhNSIxaWs17QfchLmIp9R+jMvVmr/WtEfMQ28Edx1GdfP2wro2IvR654XKcOLSf1/4sUoLBCJ1Gvdnv+mDtm1cb19gd8H6kI3wGds18ByK7gboXWSXhPrGNnhxq6sKSNF9xNKHbbMOG6jZwoes+ipT6TyC1dsAkT0BV8vVojF2OjOp3gj7OKtbBHCS6yR+9miy6BIKIyso6ByMfSZzd8TYRLbJRSoIPU8bMvR+W4pcgswV2/XAKRDhY+GLQ4+wpeAWzi+4N+B7ZhXKUTnww4ONnHro7oAiYHLPw2KOoTrkeLqGvqG/zwrW4dE0mJA7jsCZkU+o/h9LM7ZQhhAtxTevQFL8K5x0uBy+RtsjPezAAz34qOYtZGR/K1aEi9TbklgX/jFZn3Y2scCWNgKztMaHDZEOcWkbFW8Q9P9D4y+KUSGyqagtY/lCvt2BPQwdmJ0T47V88eP3l2Lt7F6/nkRtCYSeDwTjzIUWywXCJlSiZ9AhdhkL6NAt3Xw+NuQanA/KNnXfyOTTHLuWM2R1PWgwWv+KwvXXtSCdpHiGQVvM+SrN+7tVnDO8p5vVYkywWLocNYUZ+ztVd2skIC3JsJwTYsnANr2PtGSJqtkm8HXEDQcZzuKhJvJq6enMhgg0Tav4Njb4c2+Z+HJIA/GxELRH6jNExGAwGg+GGicMYDAbjfKXob35Xx/7W8zcyaO9tyz0+1GDiO4u8xAOhuIZFtW3ltR85stzcRAViMw7fD43hFK2gb4hbhbbpvwOGiMMqugw4PETwpe82obLbhOlxOq+43BgVqf/iFocx5zsGg3EuQOKtonUaOileenBf0H3JduJ4JFf2f2c6HUir+TdUxhroVWl90Q8BXC5I5LjbWYQIXvwKw/qpSr4B2ZV/DzqZV5z7G5yv1MdfjPiW9aN2vIbYVbzdu8rSf4y8sj+M2rmlHO4bw0FpqoXC0sy5X0TnAR9xGIm/uPTbnKAT/A6BBCcz76Y/R8nFaDPz7+eQvx++wrBJ02ZCoz59LsQMxtmKYIjjJZ/2bWgbxyVNcYhVdOGiw+LAJye8i3rI98asxAhOYZjQYcGMw/ciqfErr/U55X/GqdTbaOSjEIGdNssn/BDjAXH0IDFPy9KigorHZQotLLN+BefOR/26TthFCuya+TY6w6cFPV9DytXYIxBi9pF7vERE5CeDIgnfLd0RcOIwruk7TvG5yGVDRuWbKM/4id/tX64ux/SD9yC54bOB+EAXhBDycDRVmOt4FUIRtL0neInDZOYWpNe8h9jWjRA4HegIn4bK1FuDivzOaAQiOHm8njaJLuh2oywBKktD0H3sQv6pAW5Kc36JxKavoest9bu9PWwaSlNuAzo9xWtWGhVLJnwjFRIfp3JSTDczIRxNvWbOT1F9r8WrT+3GaDTyFoYVzJyNjFh+ji0MBuPMx+Jw4uvylpAeo5OKqDuWTmDGrDWFVPB+OqHi7CO/xtZFX+NMwWhz0Lheq8NJxTq5UWqUd+jRYLBCnHAFojt28z4WuTeVW5phUiR6rOXnEC2xduFo/jNYsOc6zj6EE2LsnfYqFu26BnKL72eCtK8bFnzH6RoWCIMqDZ26QoR3Hwm638mMuziP1RY1D83RixHbuoXXucnrHde8Hk1xy3EukxHOXMMYDAaDERgmDmMwGIzzFfuglTRJ5pyfBuzgdmweN3zEAyHQFjkfYcYKXvtOO/QzRPQe9bo5zqh5FxNq3gWm3A9c+Ce6rt1o8RGGeXKgqZtW8ZJYWgKJsiWuYO39zmf+IOdM1Y6ucwuDwWCcLgpidXj6vc9gDhB1R2JohjquLN6yChG9RV7fwVOPPoiTaXehZPKjfp1cYlUyGvu7vzGwawihOO9xOuGbVfkPn21kCLU87U50hs/A+UpdwuWYWPZywLgGUg1MXEf40K2ZhL3TX+N97pNZ92FS+UsQ8or+5Mao5BczFgouAb9bZZcfIaNdosGOme9h3r4baYz1UIgYY9P8bwCBEEkaOVI0crQ1BBY6uiHRUhKhAJ5+Rm/uKIJMEbgvkR0bAVF/TDaDweBPokYx4AJMxEqkaIUrypXLVWw0IYLSb05xT+JOKf61jzCMQNrHzOq3UJl8A1Lr/udXaFUbfylKs3+B8aLXakeTwYJ4dfCQJdmcXwPaJPTseQnqziJ67VaxFrWJV+B49gM03pIPDclX4tPkKzG/6wtIyz5AsyoXJ7LuhYNDMBTbxm8CMq363wHFYYQD0/5CFzcRHXuxZOcVPI5Mek382mez3L/jnCfRbdsxZ/8dkNj1g9fSfRgZVW/jyOQnUZF2O85GjPIEqDkc1ipSbgq6fcOidbh0XV7AiXTyLmxYvHFY10ceV3j0IaTUfUTjQt0uKZUpN6I497GAj9PbnDTKbWlKJFqNVpDfwuVSxCil9LtqMw8nQUJxazcKYsICbt9acgoNFhc8ksAocpEA2ZFq5CVEDysmnsFgnJmsPcVdFOPJlBgNJrgFKB8uB06zMMxNRM/h0T2gy4WYlo1Iq/kPRE4zOiJm4lT6nbwTNjrMfULe3GNPIrPqTQhdNuRoc2Gb+GvUJ16OguO/hdgRuH85FKdQ5hP9zSVYp9cRPh2t0QvpfagoSFEA+co/VPAs9OosbFy4FhmVb9B2SmZtp07hbRGzcTj/ORhVqRgJx7N/gbn7bgvo8lkftxpNcfycT3dPfwPTin6JpIYveLmGTix76awRh2kkIvQOiXHnQ5KWb2Apg8FgMM5HmDiMwWAwzldSlwGVfdVUZExv291Af1KiN9esozeRTXozHRgMk4kRoZRifWXwQcdwhRiLkqMCbjfZHKjuNsJod0AiECBBq6Biqq2n6nFRYc6IntqxSY8go/ZdzmoocssY2XvU7zb62MMvA2nLgIxLUNTKfbNd1NKDRSmDzzk/WoOtte3wk6xJyQxXQRFCXCaDwWCcyRDR1vzkSBxt6UGPldsFafn62dCYa33WExnLxKrXILO149DUPoGumz39AhqVRERjqdwk1X2CwmO/gcRGIguE6AgrxJ7pr+No3hNoiV6MCVVvIbzrMBXymGXROJF5HxpjVyC88yCETht6NDmwSQNPkJ2LOEVybJ/zAebtvRlafZnXNptYjSN5T6Kg5LeQ2vyLlsjEpEGRjBNZ9/W5vYUAicL45oK9WL1xNkRDBAmkyXRB1D/Qze3AqVem0hjH0Sa86xCv/Zqjl/hd3xK7FOuXbMGkk39EQsPX1JnHIZShIW4lDhS8BJdYDrkQ0MkkOMqjj0HIjdJgQpgSnxwdFPQRYVggIT0RkuVEscgnBmM4kMj4KIUEbf3uPEQEMZyildOJwtRAJ/SCEd/8LdYsO4SVh26CuL2YToLq1RnYV/gSp/vWWHCkuRtamRgqjnhJ5N4Ec+o12FhdD7HdSB2ggkVzBmNH2GVQzL0CJju3axfBJuLnxuhPcBeMHs1EOIRSiJzBY5etIg3kDu72kbSnZOI5GDJLq48wzA1xNCss/g161DnUmeNsYtKx30HFIQwj7+PJzHuD7mOXhePrCw9ixeZFkDj0A+MLfX0VATYs3DCiCfIj+c/SRWjvE1U4xfy+Y0gfuNtqpyKtofCTDQK1PWYUBNEOTkuJxUKVCnqrDVaHC3KREFKxiEZXMhiMcwuD1eYjBA2EVCjA7IRwRKs8REq1wxPJjg18vwW5UZjqsWTbxVBYB8X48a0bMenE8yjKfQoVE+7gPEZ45yEs3nGJV9EViYJcuPcmGvXYFLUYSc1reV1Ph24KLDLvcfaSnF9hyjHfojpPyJmPT/o1/fnzVadw5do0v+PlZL9eVSZqUm6kv5vlcXR8nSyjTVPschyY8ifaz5B4iNtI21qXcCkOFL7E+1gOsRL7pr2GhpgVmH24z5mbyyF82Did0PaWwiUQolc7cViHiJSL0WG28/qkDkcYRiDFlAwGg8FgBIKJwxgMBuN8ZfrPgG2/BhyWAYGY5709RRkLZC0DGf4eqvOalSpGUav/QWmpSIBl6TF0UiUQ5JhRYVqf9SaeTh3BcEi1MEujoLDyq5oNylc3Afd3oau/2otPRZhnzNqCpAjqOOYplCCTtUQYNtHPYC6DwWCc7QKx2PRodJisMNkdkIqEKG/Xo3GI+litPwm1H2GYJ2n1/0PJpIdgkcf6bPMUhl28Nhcyu6eAyYGoroO4aMM0HM59EpUT7kRzzNLBzS4nssv+jNXHfjMQk+AQylGXcBmO5j4Gq3R8I3LU+jJMqHoHUe07IXARsdFCVKTdMeJqXD4YlSlYv3gT4lo20EXotNKIh9qkq2k1dGfYFMzZ/wMau+xJt2Yidk9/HQb1hGGf26qIx+cX1yC16l3knXiexpBYJGHYO+1v6Iychci2XVi0++qgQm8SwXU09wlAOMpCa5cLuSd+z7mbUZFI4zQDQSquyUA1AugrzE7gWBs/YRiB9KpaDVasSI/2chMj87RDhegkXmpGfBg0UnbLz2AMl3lJEfiushXmAKKheKUEjUbue4TTBRF+cTk0yq3tWKr/BuJbB502HGYbOnm6D/FBKRbCyFN4Rfb7tqIVs+LDkKQNHtcXrZRCIVfDYAs91m8ofIVhhIrUW5Bz6i8c7RNQPLFvIpYvdokWNYnfQ3rt+0GOK8TWuR9h+fYVnIVQdqEcDlFwsVFazXt+hWFeDnOV/zy7xGEOMyZW/o3z9TFLY3j1H6yKOHy1+iTkveXIO/lHCAQulKX9BN0RhaN2yXxFYZ5UdZmQphu+YNXicPmNlhyKWioZ9jkYDMbZAUlC4MslWXG+K13829Cxhq/7sz9I4Vhe8WOI6iZFQn03V/5Gtcm6wpLfwOWyojKIQ6jQrsfiHRf7PYY7JjKRpzCMUObnXBXpdyL3xAsB3cPIs6hOuobe20e27sD0okFHWNeQ/kVN4tU4OPVljBc1SdegPu4iJDV8Do3+FGwSDerjL6VFCv4g97ckhjwQBo3/xw2FjP2EjMtB48Inlz4DkbNvHoUUfhG3z6LJT/E6RJhUjEWpkfR1/7IsNKc+Lsg8Q4yOuYUxGAwGgx9spJjBYDDOZ1a9A3z9ff+VVeSG+krfCBI3mREqaGUi6nbRbekTPokEAmpdPCVGO+wIIwHnMC4/1i7bj8u/yaBOHf5wCkT84qzsfYMkfCp6XH52ilLKsCw9msZL6q12Wmkbq5KzilsGg3FOQ8SxbmQiIZqqvCeZZx64m/PbnmyfWvQgds96O+A+K76bNkQY5v34KSWP0spTm0es0rSi/0Na7Qde+5KICBKrFdZ9BFvmfU4naMcSMhVJWqDUmv9gatEDEGJwQF2nL0Vm5Rs0rqEqNXjc0aggENLKXbIMpVeTg3VLtiK2dTOiOnbTQePWqHlojVrI+/BChwWJjV8jvOsgXEIJddpqiVrUp0ong9VpN9NlKO1Rc3E865eYVPai388KiRDbN/VVNMdeiNEmrLvIRxDnjw5tAVyi8Zs0PdLvMGY2Dsa2ZISrUJgcA4vdiSa9BQ6XC2FyyUC8FIPBGD6k6n5VejRK2/Wo7DbB5nDSv6sYlRSFMVrUdhvPaHGY2N4XVceF0u4d06yTS+hEJp+p3pwIFY2DbND3TZSFOpEXiL2NXYhSSiEXBxbvkPdiWpwOO+o6Ajo1jwVmZRK6dAUI7y4KuI9DqEBDIp+ISEDTewIafTmduC3OeRCRHXug9dMGkTZ435SXoQ+bDJtACakrcIQXeTmIIxwXsS2buPdp3YyziUW7ruU1oqAxVUJs6+Hd5zNrMnFg+l9xpiCo3QR8dA392f3x79ZOBhaupX07PlgdzqB/YwwG4/zAZHP6jcv2h8FggFKpPGPvM05M+OmwHpdb8jRyKl7lPSJNxxqO/w61KTcEbEfyjz0ZUBjmeRw+VCTfiPqEy/xuI+39ss2LoDQ3eB2PtA2VSd/H4SkvIqX6fUw/+n9e290/k3efREj26CZjvHGIVbxcyMm1To8LQ6RSioZeE1oMVsglQsSr5NjQX9DQrcmFXaSkRWfBqE+4NLSLdDkx6+BPkdT4pddqIhIjUaESWw8OTP0zp3jrgv4Crzaj/z5zqKjEQhTE6BCvkQ/8bTIYDAaDwQcmDmMwGIzzmYnXAep4YP3dAIkRoQiA+NnAyjeByElBHx6jkuNClRwul4vedHJVnfIhWjUoKBgJLqEUn68ux6JdVyGi65BXBESnbgqUphrIrR28j0du5Gwcsw4SYt8RABKZSRYGg8E439DKJNRFcVO5aWCd0lQH8PhKjOzcG3BbWtU7UFmbgj6efCsv3PN9bFy8gf4e0bnfRxjmia73BDIrX0dp9mBF7VhApsnDuo5QoRpx5RgKEYtNPfor6FXpaIuaj9OKQECd17zc13gS1bYTsw7+BHIPJ8+sir+jS5OL3TPfglGZHPTxpTm/RHPMEuSVPofIzv2A004d1aqSr0dZ5j0YK6Q2b6FEIGQ2/v2IseJkhwE9rnYsTI6kwn0GgzG6CIVC5EZr6TIU4tpzrP3MnYjp0WTz2zHZNx5XKxGhi4eoixQHEZfCbrMN+xq7BhzCSOxUuEJC3Q6Hy/G2XkyNCx75HK2UYXFKJI636dFk6HfE7ncVaxniWjqabJv7ES7ccgFUpD8zBIs0Eocu5HYC0XUXo7D4EUR17htYR9yvT6XeQiOn4lo2QuCyU6FZS/QiFOU+DqMqje731epSXPZNOsR+CqFIr2Lr9Hdhl+o4r4FPsZSAT0HVKEPeQ9cYx0KP1GHmdJJ97HnkVQ66u7hHIcJ6inHl10k0CpM4nnHBIiIZDAZBJxfDoPf+rr9jfkHAF2f+/PnYtm1bn0DMbgV0E4DuitP+YpIeSGl/fGIoxDZ9F5IwzA3Zf97uG7B1of/C6oiu/RgN6uNW43Dh74PGKm5ctB5RrduRWvdfKlpqj5iBE5k/7ytkcjl8hGGeEAHb0m2r8fklI4hbHGMmRaqpMIyQoFHQhdDS3/cjkHjxU2m3I+fUqwGPQ9y+juf8X0jnJs5mQ4VhnqTWf4S6hMuDFq2R+YQNVa0Il0mow/5w0UlFmJsUSdtv4tLPYDAYDMZwODvvghkMBoMxeiQtAm472vezuQeQh+6WQgYERqtmLF03ehObLpEMWxZ8TV1Lotu2Qui0oUebC4MqDSs2zCaeH9zHIE4dTV1I1ipQ0RW8+ih9BLEODAaDcS4TrZJhdcagexeE5DaE223FJfDvZiCxdWNK8SO82h5t74mBn9NqAkc1uUmveW/MxWGEjIrX/QrDvKpjj/wC3164B2cjJC5z3r5b/FbuhvWWYMHu67Bh8XrOyKvO8OnYPvdDjCdGRRKv/QxK7+hPpbGGxk0kNn0Nkd2IHk0OKlNvpoPFfF08hkOXxY7j7XoUxIyt4x2DwfBGJhFTcRRx7DsTaYq5EEZ5AnWSCIgsDEhf6bO6h6fbV0m7Hic79JibFIFVGbEDbkRba9rRPAJhGKFRb8ZUHvuRSGZyTregiMRYpmgVdPKt1zo2wibi8vXd0p1IrvsQ2RV/g9TaCZtEi/K0HyBy1k8xVaNCQ0VrwMdrekqxcNf3ILX3eK0nYuq8sj/iRMZPsXtmYOdU0o/64pJapFW8jYKSxyBEn5O3SRKFyvQ7YAwLXuTlpj18OiK6DgbdpyOMz7swuuTHaHCstReOYf1puXjvRSbUxwMyiZuslVOx5HCc9DxR6iupMCxQH5isX71hOr5edQKptR8gpe5DyC1tMMnjUJ18HWqSvjfQ9yLuiAwGgzElVocGfQtkCgUmTpuJ0oODomV/7NixA8b/rIKqcT1Pn9HxYbjj0tOP/HzYj43sPgiR3UAdsIYidgwWxw0X0lbtmf7PgNsT6z6jRWUSh37gORikcahIv2PA4Tq39DnO5yeCA/E1n6Ax5SqciVicTqBpP7Dp54CxCYjMBZa9BiWJiPbg2MSHodGXIaH5O7/CMBLNzTX+MJQJ1f/i3IfEdHM5mpPUFXfyynDptjrQZbEiQT3ySHUGg8FgnL8wcRiDwWAwBhmGMGy0IVFIo41TJEPzkLisuoQrMPHUK7weX9Ft4qxgJpMQuVGaEV8rg8FgnKt4uktasm+D4fhrAfclRaFkdxo/6IfU2v96RTEGw1OApTJUce6vMDdSUTFpO8aS+BYymB4cpakWClMdTDzFSmcSWaf+HjTSQW2sQlL9Z7xiJMYbvToTbRGzENUR2LmOfKqKJz488HtU+y7M3XcrJHb9wLrojt10SWz8Cnun/Z1WM/OBOLJaTIEnE/zFvFR3G5EXpYFIeGZGvDAY5ypLUyOxfkh0cqAoptGETOByRjoJRDhY+CLm7ruNukj42QFY/Y7fh4Yy1Wt3ATtqO7A8PRoqqRhFLT3osY5s8ouvxOd4ay+Odwx+7xIMdif2N3UjXC4G+Uocq8hJ8p1ek/J9ung6W6RE9N0TzojXYX9jt9/Hzt9zg48wzBPislmRdgdMioSg19CQsBqTTzwFkcNO71VVtjZMPvkC8k6+gB71ROyb9ip6tIGFYpWpt9Aoa0GQd7wi7XaMN8SVTykSYneA1y8Q2SdfCqF/CFy6NodOFHfr8jFapGoV1CGk12qDSCBEokaONJ0CxGR8k6F9xMdfsPNqzkl+IVy4cPMSqDyEoaR/SxzV06v/jW1z/gu7NHzE18JgMM4NSLwsiagj7edT730W8D5kUawKyYnxfb9UfQeM7e3yuCBwWiHj6Rrt9/EkVaNtOxrjfIX2xAVcY+Qef+A6flh3MbrCfJ3cCo48gIza93zaBOKuPmf/HThY8CKqU76PxPoveJ1resnD+MqPOIwU5qXU/g/R7Tvo2EpbxBwqNrZKIzAeiO16pH+xEujuL2wndJXDdeoLqCInA7O/6S8+7HM9J+L6iPY9yD35ItSGU3AKZahNvBwnMu+HU9QXwRgKxOmVC42hHOPF7voupOmsmBqrPWPjXRkMBoNxZsPEYQwGg8E4Y5kQpoRBIIbN4YCRzDqMIiU5v0LOqVc4B1Z71INxLOQKJALA5udSLHYnWowWxKpCv9FkMBiM843YqwILwwjz04CtdwPHcx7wuz2qfSfvczmFg6Jjm4Q7YskulMMpHPsYYIGL2zmNtFG6nuNnpTgsWPTCwD4NX5yR4jDC0dwnsHDX1QErvmsTroRV3lepLHIYMXv/D7yEYZ4kNq1BZsXfUZZ5Ny9h2CM3XI4Th0KLISET0Ua7Axopu8VnMMY7OvmC1ChsOFnLK4pptCDOHmQCl2tSqDV6MU4ueBdZ+38GsdHDQUybCiz/J5DmXUBDcLpcIcf6ETlOeacBEyM1qOsZuVMGQScLXjTUbrL4CMM86TTbkR6mRJvRil4OsZpEKKDPe3hOVYN4nidFq4RcJMSOuk6v11LTewIKSxNn3CNxfDqRdX/AfcSWbly8fqrf+1naf9CXYsn2i7Bl/pfo1k32ewy9OgOH85/BlKMP+XUzrUy5EXWJV2C8Ic4a9Xp/gsbAzN11A+LbN4f0GIm9F0t2XIo1yw7AKo0cEAqEdxdB4HSgRzuRV9/Rk3aTFSsmeDuZWO0OfFHewvlYIiDj+gxyRaoTqFAwgGMgiZ4kooHSC7/mPA6DwTh/WJYeg28rmmF2AHKlr7PSsrQoiEiE5FkI6U0opCL0+HETldh6R5yEIXT6f13aw2chvnXTCI9OxgN8xWFhXYf9CsPckPVTih6gDtaiANfnT4Q1lOi27Ziz/07aXrqJb16HSSdfxJ7p/0BzzAUYSwROOxbuvBLanmO+28g/7cVYtuUCrF+61WtbR+RsbJ/7v1G5Bj4OcA7R+Dp5VXUbIRUJMNlP7D2DwWAwGFww/2gGg8FgnLFMUIkwJ1qJhXEaXJigRqLMBafZBJvJBJHVBLvJSCdRh4VQhAOTnw866UG2Hc5/zmudP2EYgQwxkIH/0rbewMdzuWAwGIIuDAaDca6iVCoxf/58XvvuqAIOptxLY4BHSlnaDwd+pvF+HNBJ0HGowDQqknntR+IPzjpcLr+Dy0MJJKY6E+gMm4Jtcz5ErzLda71TIMGp1Fuxf9qrA+uIAxpXxXlG9duAiztKilTq8xWGEXEIcQ/ynFRmMBinx/n4qvx0zJ47b9zOSSKfgjkMEhRiIa7IjsOkmddAfFc9cFspcNU3wA+rgR9W+RWGEZoMlpCEYW5qe8zotthGLWCqkCMqd289t9NHTZeRivdkHF+QRGBLRDkjNV+s6zWjxTAoaopRyXF5Viwyw1X0/SAxpJGGMl4T0UpTfdDty7Ys4jyO2GlBwbHHg+5D3MOO5D0FkywWTuK7JRCjLXwW9kz9Kw4V/B6ngy00lpS/OCyybWfIwjA3ZNI8v/hx2kZPPPlHrF4/HUt2XIbFu67E6vXTMPXI/1HXFL6QOFOC2e6gn4Ueiw3rhrgL+iMnXDVigQJfojr2YFax/wIMBoNxfkLchy/KjMPCpAioJELaHhLhdH60GlflxFMxPPTcItfTSbvGvzjf1i9+I89j6GSoTaIZVp/Hk24/Dp3Z5a9g8snnMRo4/LhdzTz4Ux5RkU4qNG+J4tc/HSoSVxjrMGf3TV7CMDfEIXz23tug1p/CWBLftBbhfoRhQ127VIbKMbuGHnUW5z4NcatDPq5KX4GEhq8Q17weInvorsMnOwwDfQ4Gg8FgMEKBlRUzGAwG44wlNjZ21Krm/VGTdjMcEg1mHr6XVmf7CMMmP432yDkhHbOkXY8YlQwRCqmPMGzBggXYuZO/2w2DwWCcS5Dv6W3btsFo9Bj4qtsBfHElYOtbp7cCcb/t23Qy634E8mJsi5yLhObvOM/pgAjHJz448Ht9/MXoLp8EXe9xv/vbRCqUTbgL48HJzJ9i5uHAjiD0esQatEfMwtmEO3aCiNrETnPQfXvVGTiT6QyfhnUX7EBM83qEdx+FSR6PmqRrAaHQZ5KVzyQ/WYzKFN7nf3NHEWQK38p9f7FyOpkYSgm7vWcwThfkb3HXju1ebZzD6cLO+nZ0mPy7VsWppZgVH87rPobcS/Ra7DAZDchI4ecmmRGm8j52ZE7fwoFhmJGQDpcLh5tDiwEMRJJGDk0Q5zDyeph42HyROzy7y4X5SZHYUdcBiyO4dG00Iigruoz0ftCNUChEQYyWLhTNFICHBtjS72TlD6HDDIW1ldf1RHfsopO3xCUs4DWn306XUYcUcg1TcG8N4c2YcegejISE5m8hOHQfUho+9XELSa99H+HdR7Bl3mdwiFWcxyI9hE9PNIYsNijvMvD6/LkgDBoDygfyjsiOvwUs+wsgDdzPYDAY5x/RKhlWTggwFvvO6EXwjjbk6/PAjL8F3G51OCEV+QYPu4RS2t7Kre3DPm98/Rcoy/nFwDqVoQp5pc9xPo5P60j2a45a7LNebazmdX3RLZuwd8abSG34lPN8drHa6/esspchQWDXMTHsyDnxBxyYHtwVfiSk1/ybcx/yvFLrPqQJISNFLBTAPqQxPpr7KObvvSng62eRhKMq5Ube5yCfj+mH7kVk14GBY9qESpxKvxMlE39FY+E9UZgakFT/KWTWNpjkiahNunLA7XTtqRZcnh0HIYuXZDAYDEYIsNFjBoPBYJyRzjI7duwIqWren+05H+oTr0BD/MVIaPwGqXUfQGWoQVvUPByd+BvYpaFFSLg50daDuclRXuvIRBFfYRh5/uR1YDAYjHMNMkmtUnlMrOWsAB7od03srkK7SQH8Nq5v3yDHqU66jkYZBHOeckKE9auKAeHgLY9LKMH22f/B7IM/QlTHXq/9ifBn79S/olfDXRk6GtQmXYOcslegNZQH3Kc8/Ydw+qkUHi6kAlwpFsFoc4yas4snYV1FmL/nOsh4OmyQuKqzgZbYZXQJBN9KXzKhGwpEGMa3f5MVzj1hzWAwxrmNI04V2UoUt/aipsc0MNlEYmDSdUpMitKENJmjVgMG+aBgSisTBZyyU0lESAsb3v2ERCQctjhMbxu5g0FmmBIFsTpOpy++uJwu6u62PD0a1d1GHG/X+0z8jSZ6LnFd/ExAFgZYuoLuVpN0dcBtuu7ikFymyERkMHHYaBLRuR+ZFf+gsVMkaqtbm4eK1FtRlXK9z4TnaKGwNI/o8SKHyUcY5klYzzFMqHqbVzx0IKdxLvhGmpal/xA5lX/HqLDzUWDJi6NzLAaDcc7jshvOXGFY/h+Cuo5vPrwNC088jlnQwiKNQE3S99AZPp1uIy6ZJG53OFJm8pjJZX9AWs3/IHJZ0KOdBKM8zm9U81A3apGLeJoFxyBPhk3mTyzOr9EQkv2EQvSosqEznAy6r1GeQDpNgKCvH5he+wHn8ZMav8ABjJ04TNt7gtd+cvPI+gFuSP9wbmI4dnm407bEXIBj2Q8i7+TzPp8RszQSu2a+A4ssmtfxFaZ6XLj1Qp+oSonTiImnXoHSVIv90/7at9LlRMGxxzCh+h2vgvbJpU+jNOt+nMj6Gf0U7K7vxLykiJE8bQaDwWCcZzBxGIPBYDDOfGcZD3bXd6DZYIXFZMQd8/1bhocKEQvUJ15Ol9Gg2Rj8Br+5udln4sgTIgwbjhMag8FgnNXo0hApHhxwDvYt6BRJYVCkIKy3xO/2Tm0eNi1a53ebRR6DrfM+Q3jnQcS1bIDQaUNnWCEaY1fC5SEkG3VcTiQ0rUVazXtQGypphEVtwhV0QFWn9x2orUq+DsezByuQA0HiG+XmRtjFWpjlwR03U7RKTIvT4YuyJjhHeWKcCKTm77k+JGFYx2lwRYtv+hYZVW8gsl8c2BY5D+XpP0BzzAXDO17DV0hs+ppzP70yHSZFIsaCSZFqpOiYqJzBOBMRC4WYEqvD5GgNui122rbpZBIa3zRS5iVGorTXRmMgPYlWSjE9Low6ZAyHBLUcRwTdvMUqo8nCpHBEq7hF0SSekS/i/khJ8nokqWU42uobjzSaENcJLizznoZk888gDDAxXJ10DfTqzICPFzj4Ry4SSJ9jPEiu+wjTj/zcaxIzrKcY044+QPtcu2f8c0wEYoJxeHx6zfu8xGFjzbG8x5FZ+TpE1Bdv+G40lLbgUV0MBoPh/f1Cvl1OQ+fAD+6rsIo02Dr3Y/SGTQ6wowsFxx5FZtWb9Fe392pG9TtojFmGvdP/hsa4VSjJ+j/klv1h2AIxjaWG/qxs4ydS4iMMswtlWL9kk99tDqECYmfweHHCqbQ+V9DD+c9i0e6rgz4/nf4EJpa9jNLsn9PfhQHaGR/x2RjSq0rjJQA3y2JG7ZwWu28Z3cns+6mgsKDkCUR0HaLrqpKvR1nmT+EQ8b8Pn3nwLh9hmCcpDZ+hfMJP0BVWgMnHnx743HoiclqQd+IF6jJfkX6nz30Ag8FgMBhcDG+kiMFgMBiMcai6H7oQ0VSPS0xdNILFLAVDbOtF5qm/YsHOqzB39/chNbfQ9dEK6YgHld1w3Rr7e26ey7ksDNu6dSsuvfRSJCQk0Of52WefeW2/7bbb6HrPZdWqVV77dHR04MYbb4RWq0VYWBjuvPNO6PXe7kFFRUVYuHAh5HI5kpOT8cILL4zL82MwGCOjrH3wbzmYs9XkkicDCsMIAhJjxCMy8HjOAzg26WHqIDmWwjCB00arkecc+AHiWjdBbayiMYV5ZX+A1NaD/QUv0ongppgLcSr1VmxcuBYHC18aqNoNVHU6/fDPcNF3BVixeTEuWj8Vi7dfiszyVwM+ZkK/i4xGOvrPNaX+Y8hswV1QCCZ5HIpyH8eh/PH/Xs4rfRZz99+OmLbtEDmtdIlt3UxjIiae/GPIxxPZejDn4I949R/K0+8YdrQWPRcVQwBigQBqsQgxSil1CyNOOMR9iMFgnPkisUiFlEbPj4YwjCATC6lTwIr0aEyN1dFlWVoUFiZHQikZvgCHiKgyTpMbYaeFX6QleQ2lPF5HwRAh2Z4G7nZqpMR6REoGwjr5R9g1860+l44hTiLEZetgwR+CPr4jci7v6VijLB4d4TMw1ij1lZhW9H9ewjBPEprXUvetsYDEgo/o8TziIlXGKpwpfLHqJKxCpc9ngPwe0jS9gjmNMBgM/nRrJg38bLACRJMSaOFxOz4i2sJn4vDkZ7FxycaAwjCFqQ4zDt/nV2BDiG9Zj6lFfVGEJ3J+gW8v2IO62FVUlOWAGEZZHBz0Lmz0IY7Slck3BNzerZyALy6qhFPsf+z7ZMZdnOcg194aswQCpx0zj9zH6541o/J1Gl19plCR/gPOfchHjYyljBaVXf7d6c3KROyd8U+sXbafLqU5/xeSMExoNyKy8wDnflmn/gqptQMZVW8F3W9i+St0nInQa+EWGzIYDAaDccY4h9XX1+PBBx/EmjVrqEtMZmYm3nrrLcyY0Tdw4XK58Pjjj+Of//wnurq6aNTWa6+9hqysLK9J4nvvvRdffvklhEIhrr76arz88stQE899BoPBYJxTjGR8If/Y48iofANCD8nBxeunoEeVgb0rdyE7XIkTnfyioYKhkY7N4MG5gMFgQGFhIe644w5cddVVfvchYjDSF3Ajk3lPsBBhWGNjI9atWwebzYbbb78dP/rRj/D+++/T7T09PVixYgWWLVuGv/3tbzh69Cg9HxGSkf0YDMaZSYfJihIPcVggxLYepNb8N+g+RDgW3boFrdGLcSYwqewlJDR/53ebwtKE7IrXsH7xFt7iITLQvWTH5VCYG73WR3YdQETXASjNjSia/JTXNlH/vRUhSiFFpzm0AUQymJl34jnEN6+HwOVAl3YyivKegEmZTLcn1X3M6zh7p7yC9qj5GE9EdgMmnnwJORX9EQ1+yD35B7RELURHxEzex52/+wZeg+x1cRejIu0OjISVGTGQi1n/gsFg+KKWiukymuRFaWhMZEWncVw9QkKJeyTC2CMtPUH3IaJoz8KbDp7is5HQZgoU9klm7+qA9uOQa1LRGnMB1l64hzpqafTlsIvVaIhbzS+aSCiEXaiAhIdrSHnabUHF5qNFRtWbVHQdDBKNRFwuRpujkx7B9OKHhvVYq1iHTm0+Yju2B99PEoYzBZdYga8uKodSX4X8Y49BYW5CW/g0FBc8h0vXZEHo4Bn9NvuRsb5UBoNxDnFwwf9ImRb9Ofa3wfednwZsu3tEtTF+nRDd66I799HFVfwQmogD2LTX4OgX+ipMDSg8+msq/uI6fXL9ZziW82uYlEkwKpOxd6a3kOzitRMhsgfvawyH5pilOFT4B7RGLaDtZ0TnQbgEAnSGTUVT9AU4kf2zoI8vn/AjZJ/6K8RO/0IuGjc44w36c3zTWihN9byuS2brRFTHHrScIeMoxN29UzsZ4T3FAfepSbwGBvWEUTkfqTvotIw8It0f0e27OONG3VHW5D0TBXhv3cgtLYhu34GW6CXYUtOOpQmsYIzBYDAYZ4E4rLOzk4q9li5dSsVh0dHRKCsrQ3h4+MA+xOnjz3/+M9555x2kp6fj0UcfxcqVK1FSUkLdQPhMEjMYDAbj3IAM7IfJJegKcUKbMPnYb5FV+U/fYxLrbMMpzFs7E8qfVKK808jDODs4eVHaER7h3GX16tV0CQYRg8XFxfnddvz4caxduxb79u0bEJK/8soruOiii/CHP/yBOpK99957sFqtePPNNyGVSpGXl4fDhw/jj3/8IxOHMRhnMHsbOnntR2z8xS7uatbckuewZbH3oKa26yimH/45lKZa2CVqlKX/CJXpd9B44bFC6LAgrfrdoPto9eXUwYoMEvMhv+RJH2GYZ7tGBphJHIRVGjmwnrRtm2raqdNKRpgipOcQ07we8/bf7uUGojLVIqF5DU5OuBvHch+BlGecpLb3pF9xGKmOTa39Lx0YdwpFaI5eirqEy+AUhXatQ8k49Q/kHX8GYli59616i7c4jLzOkd0Hee2r7ikd0cwIEfMxYRiDwfBXdDFWMfXksYUxOmSFq1HXa6IROwqJCBEKCTZXt4/ZmxGKyI24m9X2mNAR4N5QLhIiJ3L8i0ZbjVa06C0QiQSQi4VQScTA3heAHb8B+h0eSK/jQmU6Dha+iKbYFXQJlS9XleHKb5ICTnyT6cf66BUoz7oX4wERqHNB+jvEyds+yjGX1Wm3IvfkH6Gwtob0OOIOs/aC3dTVjEscVpdwOc40jOo07Jn9L691JCYtpfFz7gfrMoCovLG7OAaDcc6hDo/B9JxoHDjB/V27owowWgEeZppBqUq4EmpjDRwiBWLat/u0eeR3IgJbtPNKbFq4FjJrB5ZtmAsJ+I0bC+BEfPO3AYXL1YnXILu6T2Q1WjgFIpzI6Isprku8gi5wkSJmAa97xqi2ndSR3J8wjLT9DoEUe2a8jubYZX37d+wJ6fpE/c5hxM2UK/7SIeSOAh8JxN1927xPMGv/DxHbtsXr/XcS97WUm3Ak/+lRO1+gGoXYpnW0oE9hboBNEoaq5OtQk3xdSM5hLp5CfYdQBomdXwS6xNYnXLSGUFzBYDAYDMZpjZV8/vnnadQTcQeZNWsWFX8Rp4+MjAy6nVS2/+lPf8JvfvMbXH755SgoKMC//vUvNDQ0DMRQuSeJX3/9dcyePRsLFiygk8QffPAB3c8fFouFuop4LgwGg8E4O8joj8QKBZHDiMyq4DfzSmM1BL31SNWO7MZWKxUhXjO2N8fnOps3b0ZMTAxycnJw1113ob19cAJq165d1AHMLQwjEIcw4hy6Z8+egX0WLVpEhWFuiLD8xIkTVJjuD9Y3YDBOP0a7d5CkxWSE2ei7mExmXlEVYb1HB34WOMxY9V0hLty+EuH6EsgcvVCZGzHl+G9x+TdpSKj/cqyeFrS9pZBbuSfSo9uCT0q6UfWeQkLTN0H3IYOmC3dc7XcbGTg83sHfJZPEL8/b5y0M8zxPdsWrSK77GHoVv2pdq8w3wiihcQ1WrZ+B/ONPIrHpayQ3fIEZR36OlRvnQdc9+D6GyoTK11F4/AlewjBCeNch3jfRoQy/ao2ncMGmJVi89SLENn5L73P9fbbJQj73nmgkIixKGRT5MRgMhpvY2FjqmO9vIfHqbrfIkUDiKbMj1JgUqUZZh35MhWFEvJyoDu0+qiA6sMgoUS2DTDR6w54k2pcv2+s7qIvDtxWtOL7+ebi2PTggDHOjMVZi0a6rEdf07fAuSCjEpxfVoVeZNhAn6F70kmh8vawIe2ePTYyjP2TmFl77uYRj44K5dtk+dKuyeLfPZL9tcz+GXaqjwq8e9WBCxVCsYi11aTkbKOcRNUa5LbALC4PBYPgjVafEQ58dxrZPn0DPM0L0Pg3onwb9v+sZCb5a9wHe3FE0ai8eaXbTGj5FU9xKKkAO1gwTZ6m4lo1YvpG/MMyN2BH43rg67aZRdVAlcZUHCl9Ce+Qc7w1EOMRDGKY01mDu7hshtfmPybZDgnUX7BgQhvUdWxBS3GW3Npf+XJL1S459gQOTn8dYQ5xV98x4A9WJV8Pe73VCzt2tmYhaIqwTiMa0b7N84wLM338rojt2U6FieHcRphY/gtXrpiG86zDvY3XrJsPFw3e8MW4VDMpUXsc0yhN5n5/BYDAYjDNCHPbFF1/Qyd1rrrmGTgJPnTqVxke6qaysRFNTE530daPT6agIjEz88p0kHsqzzz5Lj+NeiECNwWAwGGcHKVoFkrWhuYik1nwAoSt4hAi9Pfv8crQEiwHhIEwmxgVpPGJAGAEhkZJECL5hwwYqIt+yZQt1GnM4+kQJpF9A+gyeiMViRERE0G3ufchkmSfu3937DIX1DRiMM4875hfgxmmZPsuKFbdD/Qiw8NXgAjHPCOHV62dBaW31OxQnhAuzD/0YUTzFWaHCJzqgD29xXCCi27f7FWoNRWs4icxTf8NIKSh5AsIgnprkNc098TxKch7gfKYOgYTGHnhCxF+zDv7Eb+WzwtKM+XtuhMTqf/A7GAKnFQXHHg/pMS6eA8vud8oVwk13mOEkInsOUwe2F1cn+v1sk4V87t3MjNVi+QTvNo/BOF289tprtGBPq9XSZe7cudQB3o3ZbMbdd9+NyMhIKk66+uqr0dzc7HWMmpoaXHzxxdTVivTnHnjgAdjtYx/zdy5BXjviwM/Fjh070NY9OoWQTqcTX5Q3wzRExD2akLZkSpwOIpLnw5M2gxmbazsCbj/VbcLRVm/nheQQxWcEjVSEeYnhWJA0mHIQSluUfeThgFOBpI8w8+DdAI923S9CIdZdsBOfXtLgtXy38gis8iiMJ+0Rszj3aY2YE5LLBh+mxWqpSNAllGLD0i34cnkJirMfQJcq02877eqPktw873N0hk+j65wiOXbMeAedusE22I1RkYgds9+DQZWGs4GusALUxHO4nN3dC4jlVEDaoDdjR10H1pxqwYaq0JzXGAzG+UWqTgGdTIKWST/Cuqvq8N3VDfj2ylr6/4arqmFJXgSZYnS/4wmTSl+A2MEdo1xw9GFI+cbqehDZvgfTD92H7PK/QGrpE8ErTHVYuOt7WL5lKQ85T2CqY1Z5tUUi2DHj8H2Yv/OaYR0vs+wVSGAJuJ0I4yYdf85rXWskd7/RDXEyJ/GahLLs+9ASMUTE1g95TnVxl6I+hd/zUIqEtAhgOIjteqzYMAdp9R9DjL77BnKk8N4SLN51FdKrxkgI73Jg4a6roDFW+N0stfdg/u7rIeVRCEggseHtYX39jmDjJaVZ99GoVJPMf6KGmy5tHjojptOfx04ex2AwGIxzkdMqDquoqKADjFlZWfj222+pO8h9991HIyQ9J3D9TfB6TgBzTRIP5aGHHkJ3d/fAUltbO0bPkMFgMBijDYk4mRGnw9TYwehG4rIRJrQjVQ6/LhzC9lLqMhNoGRAX6OsDWkj7a0AjFRI6WZCgkmJutAKzo5UwGY004sXfwuDm+uuvx2WXXYb8/HxcccUV+Oqrr2iEJHETG0tY34DBODOQKRSYOI1frJ87qoKLiLbdkNnagu5DBhenFj2IsaBbkwOrJIxzv/YAA68EXXcx4pvWILJ9N6xSfpPT5DnlH/8dxFZ+cZ2BiG3dwrmP0lSHXu1EtEQtCrpfRdptsEl0XuuyKv4BYZC4Crm1Dal1/0OopFa/T4V/oUCiLEOhMdJb6MYH8pndVcW9HxF/ZMaP78Q+gxGMpKQkPPfcczhw4AD279+PCy64gDq8Hzt2jG7/+c9/ji+//BIffvghFfcTJ/errrpq4PFE6E+EYST6e+fOnXTc5+2338Zjjz3GXvgQ74W2bdsGvV7vsxytbca/dw+6La6rbMP22nb0WocvwOswWfH1KX6OUMMlQi7BvKQIJGlCKwDaWsfdvpV3GmC0DT7/mYmhC7yMNicVrUlEoU+9zTh4L0Qc4m+J04jEhq9xtlOU+wSnI8Zou28J+p1sijxEgHZZGE5m/xwbl27F56srcCDvOXToCtCrTEdz5Hxsm/0Bvlp1HJ1DYqRN6jQaSba/4EXUxyzHiYx7sGvGmzR2sjO8b/J1pEisHSg8+hAWb78M83d/H3GNazEW7J/+Gk6l3konmb2IyAPuNwFyNRWG7W/swu76TjQbLDDZHdBbHV5/+wwGg+GJWCjEguQIxHpmRXq4QZJx0mHqf4JCBFV8UJnrhnX8+NaNSK3/CJNLn8HqDdNpgdWind9DdPtOjARyJ5rSstZvFGZsxw6s2DA75GOm177PuU9Kw8devzfGLodeyS1wJmKkw5O9Ixq3z/sE+6b8CSZZ7IA7qUGRhJ0z38G+GX/ndc0TdEqsyozFhWlRIbmwupm97w4oAozn0OKC4ochHkYxGRcJTd9Ca/AvDPMUiKXV/If3MfdO/zvMUv+u4OS13Tftr1TsTuI0D+c/TSNI/eEQSlGUO1gIR1pvJvBmMBgMBl/6fDhPE6T6kDh+PfPMM/R34hxWXFyMv/3tb7j11lvH7LwymYwuDAaDwTh7J0VSdIPVaJ4uG8Nhfhqw7W5AII9EokaOsk7uuC0y4LEgMZw6VZJIYzLJxRh9JkyYgKioKJSXl+PCCy9EXFwcWlq8J6iI40RHRwfdRiD/D3WqcP/u3mcorG/AYJx+IuUStJtteOq9z2Ax+a8MJoOJJmMvbp8/lfN4DmGfO8i0o7/iVe2rNlZCbOuFXRI4omo4OEUKVCVfj+yKwC5eBmUKHbT1V8U85eiD0OlPDqwzi7RwQujljBZUIFb6DA4V/N7v9vwoNYrb9EElVMIhMViBzgOnFTtnvYt5e29GbNtWn31IDETxpEd91sc3c8dpxTetDXlCOefUqyHt7xDKqHgtFPbOegtXrEkfdjV50+OA+gF9QHcg0t9hMM4ULr30Uq/fn376aVrst3v3bioce+ONN/D+++9T0RjhrbfewqRJk+j2OXPm4LvvvkNJSQnWr19PC/6mTJmCJ598Eg8++CCeeOIJrzhwRnDId4NKpfJad6y1BycNDgik3gKrFqMVm6rbcEFqFNTS0IYAW40W6ijEt3gmVNJ1CuREamh0ZajU9fCPR67uNmFS1GDbfkFKJDbW8I/HdPSLaMikZki4XEhq4hdbHdf8LeoTL8NoIbCZkFn1OnUuq028BiZ1CsYaqzwG+6f8mTqi+HNNLZ74EI1KGk1IK1ncEtghjziCVaffQhe+1KR8ny6jTf6xx5BZ+YbXaxPbtgVmaTQ2zfucitNGg4kRSsjEIiRf8QZE4reB9hOA0wJE5gJCsZdwsrbX17XVzd6GTiREhIXk5sdgMM595GIR5idFUOE56SeQYltSNKuTSSETC9HdMyjW7RMMj1EnYowQOa20wGq0vvmCHUdtqkVKzQeoSbme9/H4FD+Rc4qtPbBL+4uqBULsmvkWFu6+DnKLr+CfCJCqkm/Aiaz7YVIk+GyvTbqWLsNBJhRQZ1iCQiLGpVlxNKb8WJv/e+ChiBxGxLRv5x7zKHkSh6a8OKxrDERi4xe89iNjFScz7+G1r1mRgA2LNiCv9Fmk1v138PMhj0TbzKfRoLt4YN/GuNXYOevfyD3xAiK6Dg2sJ+K8vdP+NuB+6sZT4M1gMBgMxhkrDouPj0dubl+GtRsyePjxxx97TeCSCV2yrxvyOxlIdO/DNUnMYDAYjHM3UoVEpowUt/uMavk/kBet5SUOs7uAz8tbECV2hCQMI9dMrp3Bj7q6OrS3tw/0A0iEUVdXF3WtmD69r4J748aNVHBOYqfd+zzyyCOw2WyQSPqqpdetW4ecnByEh4fuFsBgMMaHOYnh1J2ETHrLA3xPzk4IB6zckRKEU2m30/9l1uCuYW7IwJzCVI9eyUSMNiU5v0JYd7HfgU2LNAK7p79OB209iezYg4W7rvYRgckdocWEaXpPBNyWFalBZoQaFV0GOnneZfGtyjYp4iHRlwU9B3WmIBWupE2d8wF0XUdRUPI4Xa/X5qA6+Tp0a/P8PlbkCDwx6YZPjMhQJLaekIRh+6a+Cr06I6RzuEQynEy+Azm1b2I4qKWAqvzfQOGPh/V4BuN0QVzAiEMYccYl/S7SLyP9rmXLlg3sM3HiRKSkpGDXrl1UHEb+J86wns7wK1eupA7yxH2MFAv6w2Kx0MVNT8/oRCWeS5hsDpzoCOxSbHe6cLCpC4tS+IubiKvQwabuMROGEYggfDjCMMLRIIKgoZjtTtidThxp7kaLwQqiu80Mk6O8i7v9cUMiNVuN3GJpT7LKX+U9uaw01WNUcFiwesMsyD2itPPKXoRDIMauGf9Ca2zojpehUJt0NdoiZqHg2GOQWTuoEIrEHlWm3ooe7ej3r0gP6VQ3f6Hg6SKn7GVkVb7udxt5ry7cvgprLtgDh1SHBLWcRj0OB5lIgNxob4dWROb4/fuu6Ar+ulkcLtT1mqgzG2N8ePbZZ/HJJ5+gtLQUCoUC8+bNw/PPP0/HMTwjnH/5y1/igw8+oG0jaUf/+te/erWtJMKZtK2bNm2iMc+kAJ8cmyStMBijhUYqpstQxKLBe9qtsz/AktKfQWFuHGwPhVJaVDQWjIegiy9WoQpSJ3eCxOTSp6HtKUFG9dsQuvruxfWKNGxa8CXsMv8OU3yuP7Hxc1Sn3jywrleTg/WLNyCt5n0kNXxBoxoNylTUJVyOmsQr4RKFHrvNB4vThWMt3UjQKmCrXA9txyHkhCWjSrYCBgd3JzOx5mNe70d02zaMNhKbdzT5aI1VWOQxODjlJRya/CRW6rqg0CVhR7eU9lGH0hK9mC5qfTlk1naYZPEwqrgF/6SdZzAYDAYjEKf1roBMkJ844T1ZcfLkSaSmptKf09PTqcBrw4YNA2IwMhC4Z88eepPDd5KYwWAwGOdupIrR6D2o6XS5sLWmDd0W74qZycceR0bNe17ryH1X7G/7f5GHA0nzqQ36hDAFKrr43dzV9Vi8xMtDq/iHcr47gZDIG+IC5qayshKHDx+mcdBk+e1vf4urr76atv+nTp3Cr371K2RmZtJBT7eIfNWqVfjhD39InUbJROQ999xD4ygTEvoq3G644QZ6nDvvvJO6URBX0pdffhkvvfTSaXveDAaDG+JycEFqJDZXt/v1xCqI0VB3R4OBuyLSKtahZOKv+36WhEFm4xczYOMZ2RgqxLlix+x/I6X+E6TVvAe1oRI2sZYOxlak3gKzYrAQxs30Q/fwcgfjwi4O7oRG2qQ0nQpHWvwPfh7P+gVmH+q79wpEU8ygIITQHZaPbfM+4XV9PZqJCOspDrpPt9a7oEitL0Ni49d0ULtXnY26hEupQ5snVlkEpEbuAd0uVTZ2zXkPJkUihsOxwqcQ27kTYfrSYT0e7X2RfAzG2cDRo0fpGAyZnCYTzp9++ikt+CN9OeL8FRbmHaFLJqubmproz+R/z8lr93b3tkCQCW3Sr2MEprSD+7uuzWSD1eGE1GPSNhjEccxgG1sHgh6LnUbXRSikdBLrWFsvTnUa4J4rlAgFyI5Qw2SzU5GKzdnnIEr6ArYQVGtdJiu+KPN2FQ5FGOamupt7kteTlNr/8t5Xra/AxWsnwiUQoTFmJYonP+4Tw8yJw44r1mRCSMOFhjiIuOxYsO8G7JvyKuqSrsRYYlImY8/MtzBeDP0oEJeR5LpPkVz/CaS2DpgUSdQRpTl6IUROC6yScB9B/lgicNqQU/4KZyxVdtlfcDLvEfRYbMM7D4AlPAWgRruD1993q9HKxGHjCIlkvvvuuzFz5kxa+P7www9jxYoV1HXTPc5EIpy//vprKtDW6XR0LIREOLuLJt0RzmQ8hRQxNjY24pZbbqFFc+7kFgZjvFg852JIln4Pro4SCBp2UnckaFKB971jfc8F3E2RXaTA8awHoO0tQVr9R5yPI4Kf7Cpv8bDGVIVL1+XjcO5vUTnhh8O6HqkfYZNVGomTmffSZTwxFL8L1dFHaFvnZr4yHSU5D6Au8YqBdUKHhd7jawzlEDrMiG7dCl3vcV7nENv5CblCQa+aALRu4tyvS5c/rOO7xGpUyeNgMzrRYggu2NarM6FHJu9jk368Wj2sy2IwGAzGecBpFYeRGxpSBUNuTq699lrs3bsX//jHP+jinqj42c9+hqeeegpZWVlULPboo4/Syd8rrriC9yQxg8FgMM6fSBXC6kkqVHYZUdZpgNHmoAOlvYv/DNH6Ysg7jvg/2O2DN5xTYsMggACnOKpph0KuhUscdr6zf/9+LF26dOD3X/ziF/R/Us1KoomKiorwzjvvUOE3acfJYCiJHPKMg37vvfdoW09iJkmsJxGT/fnPfx7YTgZJSXQRGVglwnESS/nYY4/hRz8KLZKMwWCMP2FyKa7IiUdNtxGnOo1wwoU4lYzGQQn9CGudQ6IqyE/dmknYMu8TuIR9zoEHC17Eot1Xc1acGuXxMMu9hQujiUsoRXXy9XTh4/alHgUXEfJ6nMi4O+B2Iqgmr+um6taA+9QnXo62qjcQ1bk/oBDvQOHwxbcVqbdi2tEHOPbpi4MS2Y2YcehuJA6Joiw89hscLPg96hMuH1hXnXQd8k6+wPn6bCVV2SOMEt24eAON/0yt/S9ErhAnddXJIzo3gzGeEPcSIgTr7u7GRx99RPtvZDJ7LHnooYcG+ovugsHkZPZ340kbsUDmQafZilgVP2eIXj9OkmPB5pp2zE8Kx466Tp9tRABGBGND3Zure0ITdnVaR+e5tPN8nd0IQmgPFLZBl9P0+g+QVv8BSrJ+iRM5v+R9jPl7rvcRhnldDxGeH74HjfEr4RCdm25QcnMzFuy+DlqPOG5d7wnEtWygbT55DUiMY1XKDTiZeTfs4rGfOY1u3wmxg3tcIan5GxzPewT6IKKtQAFtUQopZsaHQTFMJz7GmcHatWu9fn/77bcRExNDC+IXLVpE296xiHBmDp2MsYI4zFIU6UBGOv2x6cPrETdYYwullIztngvvgQBrlh2AWd6XZJRf/Buejwq8fkrJ46hO/j6cktDbqo5w/468401S/ceYeehen+epNlZi1qGf0mKvqtSbkND4DaYe/RV1HR0O9jHo11Sm3ozMqjc493OPVQzX/be2l7s4nRRRWEzB97OYjF7HZTAYDAbjjBSHkUoYUmlKBvt+97vfUfHXn/70J9x4440D+xDHENKRJBO6ZKJ4wYIF9GZJLpfzniRmMBgMxvkFmejOCFfRhUx8k5tQ6tZ1+2Gg8xTw1bWAvh5QEXeDfgdLqffNdmGsjooRvir3rjJnjIwlS5YEtbf+9lvvCX9/EIcxMiAajIKCAuosx2Awzk5SdEq6cPHl6jIk9exCTOceKgarTL4BZqW3A1R71Fzq0uVZqToU8q10OP/ZYV8vcTLhkYrAm/CuAELmIbgnOgPhFEox7eivYFIkoCr5etTHXzogmkP/Y0ncWI81+ODh1vlfYErRr5Ba9yF13eg7txCtkbOxe/pbsEu1GC4kcjK+5TvEN6/zu/1E5r3oCiukP8/Zdxti/URzSux6zDp4F7ZLwtEavYiuOzXhB5hU9seBeA5/dGkmj1gYRhEIcLjgBRzOfx7hnQdplOnc/bfziySZdv/Iz89gjBNkUpk4uhKIAH/fvn3UnfW6666D1WqlYzae7mHEVZe4lxDI/6Qg0BOy3b0tEKRAwLNIgOGLjWcD5AzBjLLXOjaRT/7wJww7EyEtpdBhgspYS9tXgyot6P41SddgctmLwzqXoD8OkkQPVXnEQgUjpmMX5z4iuJBS819UpvdFb59rzDz4Uy9hmCcCjxjHieUvU8HY1rkfwS4Zfh/GjcpQCaWxhjrQdukKvLZJbN28jiF26ANuU4pF1O3L3186cdibGqcLSRhGjkciXUkhXTCiiWqDcdogYjD3+AdhrCKcmUMnY6wY6hjrj/lpwLa7z36BGIlRlllaB8RhlWm3IavqzREeE1i062psXjQ4TlqWfBuya98O+ji7QIr2yLk4E5hy9DdB74nzjz8JozwOsw7+GELX8AVNZin/6HS+9GqycTL9J8iu/FvAfcrSf4TO8GnDPgdp17nMcMkY+iM3XI4Th/wX6/lDSgaoGAwGg8EIwGkPm7/kkkvoEggymU+EY2QZySQxg8FgMM5PfJxmwjOAmw/0/Uyq2O4KXIHFN3aFwWAwGKcHncCOOu1cugzQHzcsUygGYny/WXYQF39XAInT6F8Ylvc0mmJXDPs6yLw8EQVFtfdNzLZFzkFneF/k/XCwi/lVvjqFMlglOigsLX63i5xWaAwVdIlp247W6vewc9a7cIiViFFK6evTbfIo3e4nqm07JlT9C0KXDS1Ri1CRfnuf+KngBei6j0JoN6Nblw+nmJ8DTTBcQjF2T38DmZX/xITqd6Ay1tD1vcp0HM/+BeqSrqa/h3Ue9isMc0Pe6alHfoHvlvUNmhI3kB0z38X8fTf5HWg2KJKwadGa0K6VR8Vuo3wSIAeS5PmI7D7qe15PvUXKhYCYTbwyzl6cTid1HCFCMRJZtWHDBlqsRzhx4gRqampoDCWB/P/000+jpaWFOqEQ1q1bB61WS6MpGcNHIhLC7HAGdRAg2MwyGIT8Jt5ONHXQySrPtvR8Jl6kR9zhp5FY/+mA2Lxbk4OyCXehJvlav485mfNLKvAayauXW/I0qlJu5BmD6OLtZDXm4jB3MdA4fnZI/ySah0DODYm0nnTyjzia98SwzxnesRdz9t4BhX3Q6cQJIU5k/BTHJz1MfzcoUngdyyQPnH5BhGGBIA57RS09mJ/UJyDi6scY+/vJcRIXSrqNAb8zZCIBkjTekd2M8W1fSZrK/PnzMXny5IEI5rGIcGYOnYzRRKlU0s+tO+qUix1VADHmVJ1hdQA2kQoSB/84aVI4ZZH19W/dMYBGeQKU5oYRXUdYzzGv34sLn0Fqw8eQOfzHKJLW98CUP+FMgIwpSO3BBdISey8KS54YkTCMYOIQ7A+X4rzHYFAmI/fki5DZBtt6izQSxTkPojr1phEdn4iwa3q4HMFMIQnDJk2bifRo7j4Bg8FgMM5fTrs4jMFgMBgMBoPBYDCGwyVTJwbcNnHaTDz13md0UtspVuLL1SeRVP8Z8kt+C6mti7p+1MdfgqK8343IPUphrKOuVZFd/cLjfjrCpmLvtNdgVPKbFPSkKWY5pysYwahIxLql2xHRvgepdf+D1NaNyI49kFvb/e5PJk3n7/k+ts7/HFkRap+pZLmxHkt3XAK5pXng3AnN3yL/+O+wb8oraEi4hIrCRhsiECvLuItW3pJITadICoO6z53Izax9d3IeR21ugNzYALOyb4K1NWYx1i3ZiuxTf0VSwxcQOi0wy2JwLOdXqEu8iudk+/Ardjm58vPROxaDMcaQyePVq1dTh5Le3l5aoLd582bq+koive+8804a/0iK94jg695776WCMOJkQiBR4UQEdvPNN+OFF16gk9S/+c1vaAw4cwYbGeFyCXr9RCfeMd/bwWg4eLal5ytiWy9mrZkG0ZBJYhJXOOPIz6io+XjO//l9bE38ZUht/GLY55Y7ehDdtg2t0YsxWjhFIxd2ByKt+l1MPvY7SJx9r5VdoMCJ7PtwMmvsXTJjWreG/JjUuv/i2MQH4RSFLoKKbNuJRbu/59NXE8KJSaf+gvDOw9g573/oCp9CXVGUZv/CHDelWfdhuDQbLDDZHVCIRUH7MSSNY+fOnbyOOTMhHCLh+ft3f7ohbWNxcTG2bw9cGDFaMIdOxmhC+gvExd8tRPXk85N934PLNy2Eq6cRsb8N7dgmeTwU5kaMNT3qLOye/k8s23IB/U7nQ3P0Epjl3sLMjQu/xaqNs/1GC/O513c7kg3l61UlWLjzKkR17vM6hl2owIGCP6A+8QqcCfB1QyeFbCPFqAgssB4pRFBPnODIOIXc0gq9Kh0mZdKIjzshTInYEFWRb+4ogkwRvJBwRkoMxKzYncFgMBhBYOIwBoPBYJy3eMYbkghjfzjNJliDeDwPrchnMBgMxplRjVx6cB+tspQr+wfPBELUJV1Fl9GCRAWRiUG325UnEV2HsHDXNXRQ2Cb1rvDnwimSoVeVAa3hVND9SjP7JhI7ImfTRddzDBduXR70MZGd+zFV1opYVTz9PUze71zltGL5liV+K6RJlOTsgz/GVtknaI+cjZGQWv0eEhu/ouK845k/Q3eER7yNUIRenX8HIZWV30RAUt2HKM8enIQ2qNJxqOD3dBkJoVbsckE+w+SzzGCcLRDHr1tuuQWNjY1UDEYivIkwbPnyvu+cl156CUKhkDqHETcxEmP117/+deDxIpEIX331FY22IqIxlUqFW2+9NahLPIMfSRr5gOsAcfoigi7SBo4GPm3peYbYrqeTw0OFYZ5MLHsJtYlXUJeQoRyY/jdId/cirm3TsB3EJlS+yUscZhPrOB06CI2xg5F0wyFMJkKXxdfhY9G2ixHVfchrncRlwuQTzyOt8i18t+IwxhJNgDjJYBBRvdJU7/e942LenhuDvqexHduh6j0BgyYHBwr/hAV7vu93kp/QoStEU+xKjIRDTV0QC4WIkEuRGqaAROgtgCdCDb7CsLnz5iE5MrS+K2P0uOeee2h7uXXrViQlDQoQSATzWEU4MxijLRAj/byhuPsSey/8Ggu/mUXkTLyO54IAdYlXIqL3ODDK4jCzNJrGDROsYi2NhCbu1SQm+KuVJbjk21xOgZhdpEBJzq981ltlkfhqxVHqUplR+SZETjNcAmGfQ3b6TzC7+P84+wbEwcwHgQjb5n8Okd2AlLoPIbe0oT18GlpiLsCZhEkxft85Rnnf2MaYIRCgVzsRvQhcnBgKWeFKTI7W0r+VMLkEXWYbr8cRYVigPjnRc0+K1CA7MnBCCoPBYDAYBCYOYzAYDMZ5i2cl21DrfQaDwWCcPdXINV0GHGrpHRDtjoZbCh9Sa/7jVxjmRmWqRVrt+yjL+GnIx94++z9YtWkehC7/g+Y9qow+9ysPotu43QXIxGR63YdAWt9rJBYKoJOJkXj46aDRGeRxeaXPUNcxvkgtrZi391ZoekohcNkhgt1rADy+ZR1sIjXWLd4MS7/bF5nKJAY1GWFKlHUa6TRqTMsm3ufMqnrDSxxGcTkwqfRFZFT9E2KHCS6BCK2Rc1A0+Sno1VkIFXfFbphcjMUpUQNV8HxI1spRGKODRq06r514GGcfb7zxRtDtcrkcr776Kl0CkZqaim+++WYMru78hrgOaKVi9Fjt9HuFOH0NjcAtjNEiLYyfwKvbYsO3pbXj1paeqYR1HcG8PTdBbvPvxunVrta8h6O5j/vdvmvOe1D1lmPq0QehMZyCQyiHWRaJqC5vIVUgYnm2gYfyn8GsQ3cHnWg2i7VoiLuI1/GEDhNS6z5EWs1/oDTVwioJR23iVahIvQWQRXrtm3HyFR9hmCdqawsKD/0CR6b+EWNFTEvozmHuiG4+SCxtyC/5HZTGGljFEZC4fGO5PSHvw8Ld38fa5QfRGr2I9utmHL7PKwrcCREa4i/Cvql/CcnN1B9N/bnVdb1mFLX2oCBag8x+l9ihELGQP+GGGyJeZ32U01O8SFw3P/30U+rMmZ6e7rWdRTgzzmZ6PMQvFnkcvr2AiFVnDbhokcUi0sElkkJi76H3wDaxFq1R83Es5yEY1OmYceheqHqOj+p1EcHW2qW7IHA5YFLEezlJ2iVafHZJHSYdfxZZFf+EyGWm6z3b2W7NJBzKfw5dYf77TOR4xyY9QpehuIofhACB4xRpRGRB4HbTIVZRR6szlbrEqzH98C8gctmCPkcnxHScYCSQwrqzCVKg525n5yaE4bvKVjh4pIOHyYRwiQSweOwsEQqQqlNQYRiJmmcwGAwGgwsmDmMwGAwGYxRgDiAMBoNx+qqRJ6lUEMgVKGnTj+vbkFL/Mfc+dR8PSxxmViZh3aKNmL/vZqiN1V6V083Ri7F3+j9oHKMXHo6YwXA6nVSE5YYMSAq++ojzcdreE7yvf/qBnyKl8bOgk9Rkm9Shx+qNs/DlylI4JGosSo6AXCKGQixEklaOjdUdSKn7iLfjitzaBqFdD6e4b0JUamnHqvUzIe4fzKe4nIhr24bYzYtxcPLzqE67GaHgrtglRxTJ5JiSFI3SjsDCOjez4sOQpA09uorBYDC42sS5SeHYUdsBvc1Bf/d0FcgKVyEvRsv7RSTNq0oVXBDlJkohgdXhosK0c4nk2g8x/cj9Xm1lMDT68qDbDZpMbJ/3sVck9aqNs3i1bXwnTOsTr0Rl206k177n97h2gQzb530Kl1DCK0pzwZ7rqQuqG5m1A7knf4+0mn/j8Pz/okkx6LY1uYzbnXNC/QdjJg5TmBqgtPa5I4WCTSCDUZkcdB+B044Ltl4Arb48ZPc3EtPthgjE1iw/DF3nEUR17oVFGo6G+IuHFWnJh6LWXloAkBbmKwIjfehg4jDG6YuSJJHNn3/+OTQaDY1fJhC3ToVCwSKcGWc1LcY+AasbmzRi4OcvVpfzciiti7+E1/13KEjsvfSe2qhIDbjP8UkP0YVA3LpiWzfTxxFBUkfEzGGfe8eMd7Bg/00B2xaTLBaNiZfgbKYi7XZkVf4j4PYedQ4ssijEtAd3hQ8GGQFpj/F1WNX0HEf+sScQ3b4TQjjgghBGRTJ2zHwHBm02RgOFSAiTg1/0qCcnO/RI7h8XUEjEWJEeg72NXWg3ef+dkH6oXDT4CVmcGkMF3N0WO+xOFzRSEWRBIqUZDAaDwfAHE4cxGAwG47wlOjp6wGI/WHWs2e7Ahqo2euM1FFKhszAlErFhfXbQDAaDwTg9TIzUIFGjwLH6vliI8UBq7RiVfYJNJn93wS6o9WWIbt0KqbUb1ak3wCz3H9HQHtFXfR0MIi5zJCzwmvDe39SNuQ7umGSpvQcCpxUuYX8UZQCyyl7hFIZ5QqI6Zhy6B3tmvY3NtX2vl1oiwoRwFabFaCBw8R9wJefU9J5Cd3gh/X3Z5oXewrAh+04rfhCd4VPRo5uM4WB1OJEbrYXR4UBNt//zECZFqpkwjMFgjBkqiRgXpkWjrteE+l5z/4SRGOlhxOWQWww0lMJobjFZQbQamREa+rPN4USj3kzbk7MddU8pZhy5PyQhkF0UWuymSZlEHcTEzsDthht+su8+Dhf+Hicy78HC3ddBZepzNnUKxKhIvROl2ffRmCw+FJQ87iUM80RpbsTkvT9C19JNMPffHwdyOR2KSl8Bg3oCRhuxvc89NlSqU77vvYL0NzwdvJw2rFo/A4r+yLFQ8fcZIv0Tdx9lNBA6zEir/QDp1e9C23ucuqN26gpRlPckDmEqUnXMBexs4bXXXqP/L1myxGv9W2+9hdtu63MHYhHOjLMViYfAZbg0xS6HWRYNuWX07vdJK2YT9/Vl+EDcuoiwdzRojbsAW2d/gAV7b4bQZRtoM6jYKWwGti74AqON1NoOubkFVmkEzPKxT9A4mvcEHQ9Jqfcu9nL1C8M2LVgDuaURS3ZcBrmVX2HCUHoVyT5Fc4n1n2PWobu8zimAE2pTNVZsXYKq5O/jUOGLGCkrJsRgT0MnmgzB3USHQsRdxKlXJ+vroyskIixOiaRFfL02BxV3k749wWDwLkJzR1EyGAwGgzFcmDiMwWAwGOct5IYqJiaGcz9SU3vFZDVOdRpQ0WWkE8FkYCNNq0RGhAoKVqXDYDAYZwRkIjw/BHeUkWJUJNFJ0qD7KJNGfB4Sfcgn/rAzfBo6dFMQ0X04aPyVeN3tQOZgFGK7yQarREcroINBBuO5hGGE3BO/D9ldI75lvdfvxP2mqKUHKrEA2oTLkNzIL86SRpLI+9r28I79kNu6gu5PrnPGwXuxcSn/6ErPx8r7+wAz4sKRG+nAnvpOOtDr7N8erZQiK0JNY98YDAZjLBHRWBklXUZKEscxpsdqkerhSERibJr03EKn0UIoAKbF6jjFaLFKKSZHa7Gpuo1+Lw9F0O/q2GG2oarbSEV1i7dfFnIbVh+7KsRHAEfynsL0o//HuV+vatChiw8mVSr2rt4HqVjk49TCBzKJm1z/WdB9tL2lULXsgDlqHu/jktc0uf5TlOb8EqONSR5P2/9Q3jcili/Kf4ZOlGdWvoGMsr9DAlN/xJUAB3N/D6mze9jCMILFwxlnLCAONgv2fB+RnfsH1pFotMiug1iy4xLsnfYa2pJvQ7SS9UHOllhJLliEM+NsJUmjwMGm7pAEzz4IhNg18x0s3PU9iDkKm8zSaMh5fH+TvoHYYaIRkqeD9uhF+PziakjMbYht3QizLA5tMYtG/TxRLVsw++CP+4q9+u+ZSdtZmnk/qtJu8dpX01uG9Op3qEicCMybYy5AVcqN1OFrOByY+mccnfQYJp94BmpDBY2pPp75swGhtFGcji3zPkdhyeM0SpuIuPhCnsf6C/f4uInOPPTTgH0Csj6t9j/o1E2BdfIP0Gyw8Ip09Mf+xi4YbQ5EyCTUxau6l39fmDzOLQ5zIxQKoZOxaEgGg8FgjC1MHOZx89XT0zPGLzeDwWAwzmYSpUBijHfsg81ogA1nNu72jc9gI4PBYDBCc5yI6twXdB9SlTqe7C98Ccu3XkBFYIEQGJuBU9+gJ3E5ttS20T0rUm9FfunTQY9dnXw95/kllnYIeUZgeV1TgEFgg90FQ/xqtEbMRXTHLs7jWKRRMCvi6c8Fxx7ldW6t4QSNjfKJ6eQgUSOHVDQ4eKuUiLA0bXiD5gwGg3GmkhelRqu9b4otO1yFFD8xdQQ/JstjAjEfuSgjFoebAwvDyDfzvKRwxKjk9PcrcuJR3qFHWacBNqeLuj+n6ZSYEKaEUCAYWC81t0DqDD2imkQGhgpxAiXtlMRpCrgPeUn3zHg95GMTgbXd6sBwCO86AhEPRzMiSGoPQRw2lpBJfYMiGWpTLa/9yeu6fdb7dAJ54bZLoLYOCubJJ10EF2aUcAv3uDhYwB23GQxdzzFEdB6EEyK0xCyCSeFdcDD5+NNewjBPSD9w5qF7UJJ7DROHMRiMM0LAnqCRU3fTkdAZNgXrF61HZuXrSKn9EBIHKW4SDNz7OoQy1CVchpNpd2LZ9lWcomFS5rN6/VScSL4NJYXP4HRhk0ehLvnaMTn2wh1X0DhjbxetPifQqcW/ps5p9UlX0vUZFf9AQckTXvuS8Y7s8lexa9Y7aIucO6xrsMqjcLAwcLQ0cRXdOetdKEx1UOsrYBfKEd+0BllVb0LkCjzqXpV0nc+6CVVvQ8ghQyTPL+/Es/g67eaQCwI8qfcojOiw2Gj/k6+0TeYxjsBgMBgMxnjCxGGkCq+3r0I+OTl5XF98BoPBYDDGu73T6XTsRWcwGIxRoibxKqTW/CegQKw9bDpqE68e19ebOFwEE4a50e//M9bbpw78XjbhLmRW/hMKS4vf/cmka3n6DzmPK7e2jWiAVWQ3YtKJF+igcK8qA+WZd1EnsP1TX8HCnVfTKIhAkGddkj04mas0NfA6JxmWVZrqYFCl8b5OIizIjeIfQcJgMBhnK5kRahSq/AvCPIlUStEQYqyO53d/es27SKt5H0pjLWySMNQmXoFT6T+ASZHgte+UWB1ajRbUBplgJhNzxAnCLQ5zPw+y+HN9IM5hhGkH7w25DSNtD4lGrk+4pE9ELehzlOTDd0u3YfXGOX5jGclxj+Y8BL0mG2JrN53E7GvXXOjW5aMy5QYfsZAb+wiEesRRixce8YtmWUzA/sPgcYGapKswVuye/jou3L4y6NWTa9CrsrB32qvo1k3GvL03ewnDPBlpAFq3OgtNcaE7yhFUhipMP3y/V//SKRChIe4iHCz4A+wSDcR2PVLqPgx6HPK5ij36eyD22WFdB4PBYIwmxKlzs60dnf1t7nAxqtJQNPkpuhCEDhMiOg9B4LKjW5cHqzSSrjcoUqDuj1gOBvm+z6l9G61Ri9CaOLzv7TOV6YfuQXTn3qDPffrRB1CfeDkSGr/xEYa5kTj0mLv3Vnx7wS5YZX2v71hA+jXuvk1n5CzUJV+H+Xu+D4Wl2Wff9rCpODTlJZ/1MS38HMFlti7qlkoiNkcLt3s4VzdMLREhnEVDMhgMBuM0wcRhABISElBbWwuNRkMjxvi6sBAxGXmcVnt6bGfPFthrxV4v9vk6c2B/j+fn60Ucw4gwjLR3DAaDcT5hMQWPm5ApFF79f/JTrEqKJgO/GCYSsbhj9vsoOPY4kus/gbjfacMhkEKvngChy4pFu65GS+R8VKbdApMiEWON0Mnv2g1mw5AHCvHt0u1YsvNK6lThflVcEKIp5gIczn+OV5QEEZGFGu1E0CvTsGTbaoR3Hxl8bOt6ZFf9HfUxy7F35pvYtHANFbBlVfzdJ0rEKglDedrtXrEYVmk4FcsR40yuZC2j2QazwMjrsxQmF2NBSiTUUnY7zWAwzn0MhiHtRQAiRE6YjUbOtnYoEls3Fuy+FuHdRwfWiS1NyK74G1Lr/odtc/6HHm3uwLZ4tRzrKoMLkQhlnUbkxwQvjDHbHajtGXTuCustRaiQZxbXtoUuhcWPYdfMt3g7iVkUCfh89SnkFz+K9NoPaL+BiLN6VdnYOfNtmNSpiGtahzkHfgChh3NGfMsGZJe/QqMpK9NuxWjSGT4VdpGCxmwFozVy/sDP5D1avmVJ0LZfr0yFUZXud9vcxHDEqWToMluxqaYj4DGIIErTe5I6fXZrcr0cP3vC8rF36l8x69A9Pm6kpF9yLPtBnMy+n4q7M8OVcNYcQ2zLBowGnv0e8v7VxV+CfdP/PqxjycwttO+oGBJbLnQ5kNT4JV2/de4ntK8mcXD/beqaQo/NZjAYjLGA9AWWpkahUW/GodrQY48D4RQp0ObHyXLnzH9h+bZlVDTGeW0AZhfdi68Sy3CuILSbkVL/Ked+5L46pfa/mFb0QNB2nAjE0mrfx8nMezFe9GgnYt2SLVQMndi0hhYTkHWVqbdQFzn/uEKKZ8YoR0CTs8erpGgMMqY0KYr/PDSDwWAwGKMNG83uz3JOSvJfbccFEQuczYKB8YS9Vuz1Yp+vMwf293j+vV7MMYzBYJyP3DG/IOj2idNm4qn3PhsYmMsIV6EgRov1la3osfKLRnSIVThU+AcUT3oEEV2HkFbxFuLbNkDnMcEc0XUQWZX/xN5pf0XjMF0k+NKtmUTdJcgkYjDaw2f7rHOK1di4aB3kpkYkNH0NszweXbp8GJUpvM/vFCthEykhHSLe4pxUdZgRYazy2UbemaSWdcCeO7B3zjs4nvMAXcK6jiChaS1EDhO6tZNofAiZGPCkIvUWTCn+DRa8Cuz0PfQQFvO+3sUpUVDJJLz3ZzAYjLOZ2NjYET1+aFs7lPySJ7yEYZ7IrB2YfeDHWLdkK5lVRrRCSuN8LQ5+E39Hmrtpux7o3O0mIsYapFedCWVnK4aL2GnC/D03YMPiDejV5PB6jEsoQVHBc3QR9kdvkYhLejxrJ+bsvwNC+LbppJ2fUvwwDKpUtEQvwWhhk+iouCktiCuVTaRCpy4f+ceeQErd/yCx9cIlEAMuu9+JZbM0EpvnfRkwtpQI/gjhCpnfSCaxrQeTS59Bct3HA4Iokzwe5Wl3oCzjp/SzQahPvAKfxV+MSSd+j6TGr2gPg4jYjk18aMDphLy27SYbdJ5i9BFA3qm1i7ZAZ6yAXaRCW9TckNzjhkKi0oYKwzwhMZLxTWthlvP7u5SIhn8tDAaDMRaQ73xtCnfRUSjououRXvUvqA3lsMhjqSBYr83GyUt3I27TTV735oHgI7g9m8iofpOXozghs+KfEPIIRIxvWDuu4jB3dHRF+p104UNLzAUI7y3h3I+Iufm2paFCHGmzI1Qo7zR4xa4TgfrkaC2Std7jFgwGg8FgjCdMHMZgMBgMBoPBYDDOGZRKJebPn48dO3Zw7lt6cB8sJhPkSiXCZBJEKyTUbTFMJuYtDnMT07YVMw7eA5GfCVyCyGnGrIN3Yf3iTSHFF4aKWRGPxtiVSGz6JuA+RDxWmnV/0GNUpP9g2Newdc4nuHDHKl6TrmSs9FTiDciofz/ofolt6yA3Nw8M4HaFFdIlGDXJ1yPz0BPYWRXaexkM8tkinzEGg8E4lwmlLQ2lrR0KifNJrv8s6OM1hlOIadtCBVDzk8Lh8Jxl4+BUlxEWhxMz48P8CsSGHmnH7Hdx5drMEYmGyORqXslT2D373ZAfG6+SIStSjV31nfS6C44/6VcY5oZM+hI3zdEUhxGK8p5EQtO3kNp7fLY5BWLqarZ6wwzvKEnX4H92oYK+hnpVGsozfoLahMup2yqBiL+IwC9GJaXCPekQ8RLZZnY4vVw9Fu6+xkdASARU+aVPQ2OowMHCFwcvQyhByaSH6RKIFqMVCYLREXl3aXJh0mbRZTRIqfuIc5/8kt9i/aINdGKba+JfkH3NqFwXg8FgjCYme/BCJr4IHRbM3nc74ts2e61PavgcPZocbFi8CcKohbzEYecacjO3y6objZ6fY5rKxFlxdVqIVUrQbOxzWD2VfgeyTv2F9jeC0RYxe6BvMtpYHS4qAssKV6Neb4LV4YRSLEKiRkGLABgMBoPBOJ0wcRiDwWAwGAwGg8E4ZyCTv9u2bYPRaESvxY5jbd1oNgxGMUUoxIiTAFMzvQVaXRYbdjV00RukUKVEsc3rqPCLa5hP5LQgvfodFOc+jrHkyOSnENZTDJWxxmcbmUI8PPlZwCOKabTpCS/A3sKXMevI/UFfE7tQTieYpx/+BedrR7Znlb2Co/lP8b4Oh1iJvVNfBfBj+nvz44BqyPhvZdL1KOJxzIszYyAWCqlggkVAMBiM86ktDZVeqw0bq9ppHG8wB08iyJ7f/f/t3Qd4HNX1NvB3e1PvvbjJvRt3MBjbdFMCARwHMIGE3kKcUEPohIAhCQbyBcifmBQSWoxpNmAb994tV9mymtW7tG2+5155Ja20TbYkS6v39zxra2fuzo6uZmdm5545ZxnUzka/y4wp3YCMkXNl5n+nqBXcASeqG5AS2oik0KbsVK1FG/Xy+NK8RK1ZllNuW5awoxKKv4PKaZOBSh2RX9uIiSlRuKhfHE5U1yNxuf+SgHHFq6B21LfLnnmmWTqWXbgVI/Y9LYP3tI5aqDQG1KdciO/7P4Hx2+92DwxrRfSnRrHik4sPAx4GXUXPRpl0GBMf0W6AdMfJSrfAMKF/zjteM8sJGbn/QE7q9SiLmtCh37EkcnzAZbC9taszJOC7c79GZzJ66dfWDLYyqAzhqI2ZgJCSjd4bak3AuPs7df2IiM7UquOlOFFa0SkdOW7bPe0Cw3Bqnx1enY3Z307C5tGvyyzefY3IAB4olY9A9NYUlb+Qq+43OyMGIQYdTtY0YENBBRqMCdg05k2cs+0XXo/xDrVBZnXvDCqnHSG1R+TZQo2lnzz3c51XGrRq9IuwdMr7EBERdRYGh50mg8GAJ598Uv5P7KvOxG2L/dWVuH2xv4iI+sqgtsVigcUCJESFo9HuQJ3dCYNGBbNOi6rqGq+vPZ0cU+O33RNwlpH44u+xG10bHCYuiH4/dSkGHl6M9Nx/wmArlxcoa80Z2Dn0KRQmzEJXy0u9Fp8kXYax2x5EctGXUCl2ODUGWa7KodbjSMYCHE37CZxaE4zWwEp4peZ9DIcuRJaRshrjAnpNUfzM5p/NesBiaCohUWdKwfGRT8A64FoYK30HP0Sb9AgPDQ3o/YiIgu1Y2lHiJYmVNngvjNdkbEIE1CcDK3mX3ngAprCmzGNqlcpj6UFfDpTVeAwOM+k0SAoxIq+moXnashkbcen34884e5goe2zvYHCYazBRBE2lh5vFiKPf14jMUTprFcbu/Bnii1fJAV6nSocTiZdjy+hFpx0MLspE7xjxvHwIQ6JDMDg6BMjOQWzpep+vFSUvh+1/EXuGPu5xfn5NI1YeL8H56THNAdeldY04XN7+eJx5fInfdRVtOhoc1u/YewEHhn06ez/G7HlMlrMWwYxWXTg2jv4zSuOmo7PVGxNgbsj32UatD8PF/eOgy/gO+Gt/oK6wfSNR5vMq71lkiYjOhnUnylBSb+2UZRnrC5BSKEoIeydultLY6wIKBhbfUYNJbso1MruouGnMF6s2TB7bAgnWrwwbhp5iWLQZWTHhzc/jQoy4dEA8vjpyEnnJV2C5pR9mrL0CWmdD899ebAcio9yacz5AozHhzFZAcSDr0J/R79jfmstBNxjicCR9PrIH3Csz0vOmMiIi6okYHHYGARa//e1vO/evEaTYV+wvbl89Bz+P7C8ior7IoNXIh0t+dX2nLTu8ag8MHsoueaN2dl6JQ18aDTHYPfRx7B78Gxgai2HTRcKpbT8w3pUUjQlbxi/GFn/t/BZ9aGK0l2PwodeRdeh1lEWOw8rJ//WYlcSb/83aiRijHcnx/dA/OhRDNE3vKy7cHqvyvE1o1SqckxQR8HsQERFwblo0/lXu+9i4taAC04f+BFj5kN8uMw1pKY1Xb3N0OK9XZWNLBtG2RieEo/q4vbmctDUkCV/PWIWZK2dDo7QMKAo2bRh0ARzzHSot7NqQDq5lU8lFNxEDgHrfAdR1xkRcsmKM23pqFBvS8z+SZbW+vGAjGs2JOFOHymsxJCYU5zs2+C1lKMQXr8QeeA4OEyoa7SioacnotvOkh35VHB6zoLbVlLGjY/rlBFb2s9aYAqc+DFvGvO73fKYzHEu9DkMOLvLZRj38FqjFOYzGDPw8F1jzBLD7r0BDBaDRAxlzgPMXAaEp3bDGRESBsTsVFNT6D0BqTadWwealnHRS/qcBZZ8etecJbB38NMbuf9xre/EO68a8iWCzY9hTmLbhBmicngPynNBgzTlLMODoX5Ba8JnPZYk+cgWM9wQJISYUVjfAqTgRazFCp1HLGwgGRJixq6QG1RHD8b9LjgBOJzKPvoNGQzROxp0Pu74TvtsrTpyz9U6kFPyvXfbPoQf+gP6H3gRiNwMxg8/8vYiIiDoZg8OIiIiIiKhPOdEqQ8iZMtfldqi9SnEgrGovqsKGojuonVYMOPr/EF69DzZtOLIH3IOq8O5570CVRE9CQsnKgNuLi/rR5Vswa+X5+Ob8NQG/bkb/VCRGtb8YPDYhHGadRg58tx58iDPrZWYbU6vAQiIi8m9jXrnfNsUNNlRpYhAWPwEo2uS9oS4UGHFL89MN+WUd/hN4GVeWDBo1ZqRHI6eyHscq61Bvd0AdNRiHbypGZsMe6A/+W4Zt2YfdhK8L1bjk6xF+y07mJ1wMnEbppQGRTdnRmp33e+Cf03y+xthQ6HWwWwMH5qychs9EicczJI6PdqcTJl3nXUreU1Ilg8NEqdDyRg/B8yoNbCoTdIrvoH4RtNdRWkdgJVMPDLgb3elw5q0YdOQtmXnOI0MEMOWpluciM9z055oeREQ92OFy79m7vWlTfdiNpf5EQMswNhbj2IBbEVG7D/1yP2h3zBSnCNmZv0Bx4kUINqXRk7F60r9lgFxk5U6337ksYqzMMFoTMgDbQ/ohpeAzn8F2dYZ41FoyO2W9xLmLyMaptdegKnQQCuNmymN+R6w4VtrqWaUMsL8gI7Y52L+ZWo2j/X92RusbrteistVyE4u+ahcY1prBWQv8bQgQNxa48E0gsWPZTYmIiLoSg8OIiIiIiKhPsTk6mnPEO6s+skPtQ+pycP4Pl2DTmDeQn3hJh98v2qjDsJgQbCioRKOf32PovmeRdXix2yB2SsGnqArJwnfTvuj2TGLebB7zJ1z6jRhs75jQ2qNIyl+K/KTLAmqfU1HnMThMlHsQ2VAGRYWgtN4Kh6Ig3KCTAWNERNRxBXWBlYzKrarHsOu+Bf46AKgrat9AZIe8doXbpLKGjmfgFBkiReYIMUDoiVatxoBIi3y4mwgkT5Q/NVrtaCwrxonEy3xm13CqNNg17GmcjuFxLeWRpOSpwKBroRz40OMxstqcgdC6HJ/LFEFGUaXrURY9CZ2R9cWZOhs6qPxmDzsZe67f5VVbHWiwO6A5VVqyLY2tGmrFf0D/ieS56CibLhTaRv+ZZGstGehO5tB4aK77Dvj4UqChtH0muRvWANrgKn1GRH1DTdugnVMa670H64ojgMFk8lierzx8ZEDva9c2BV7vGPUydg99CtPWX9dcarE0YgzWTP4PlNMswdwblEWdg++mf4mQmkPyxjaHxoCyyPFQWmXgtukjsXrCEkzfNM/j+UajJgTLLwj8pixvVE4rRu96BOkn/g21YnfLgrp15B9wMm7GaS9bXPFYnlOMBHPnHyMTQgyoLGtZ38xj/kteSye3QllyDupChwDXrwZO4/pLbW1th19DRETkS/Ce9RAREREREXnQmUE/pZETZPkoTauLm/6Isg4Ttt2NL6M2oNEQ26H3m54WjR0nq/wGhmXk/B+yDv+53cVd8Ty8JhszV8/CN+evRk9gNURjz6CFGHbgxQ4HiA0+9FrAwWF51b4HmDVqFeIshg6uARERna4aqwPQhwE/PwGs+x2w8y9AY0XT4Fm/y4EZrwDmGM8vdtrR79j/Ie3Eh1A7G1ERPgK7hzwOq6GlffzJ7zDg6NuILfkB+NzRlIVs2E3AzD92eF1FuSJxjNo6+hVY6nMRVbGtXRu72ojvp32OBmNch5YtlntxPy/nA5f/G6p1z0DZukgGC4m2teY0HEmbjwGH/ZfAEu2HZr+EH6Z8hDMhwur0GjV2lipIjpqI2LL1PgPk9g76VUDLPVxei6ExoR7nzVh1CTR+gtBqdAk4kXg5Oiq7/90YvfcJn20cKh2KY6aiu6SEGqFVqbC8oR+US/YhpXobBhZ9Aq1GC4z8ORAzrNvWhYios0Ua9ThW1f772IKpvoO8Bo+dgGeWfNIuQOxEyjUYv+NBqP1k8zyW+uPmnx06C1ZO/xydSeVogKLWdTjzVXcTGcLEw5uS+PPx+axdGLX7USQWfiWDt2y6EOwb8ACO9L+9U9Zh/Pb7kJr/abvp5oYCTN58M1ZP+hBlUWeWZaswwBsUXGVLRR41m49N6JyEcIQYtMguawnSiigLrNC0uDdh2p+BtTn7gF94OZ8lIiLqZgwOIyIiIiKiPiUtzBzQncrwcadyM5Uaewc+iBEHXurQOmicDcg4vgTZA+9veq4CHL7HP5vW1+7AsQr/pZAG5LzjM9AqpPYwIso2oeIML752lgOD7kNl2FCM2/EAjLbAS4bpG0rQUOe9P1r/fa2+6ooREVGX8Xqs1SuorT2V4WH0wqZHa2K3fSpjgtlsbj4eJxR8gUlbf+6WdSKiej/ST3yIA/3vxp4hj2DQoT9i+P7n3Zdnqwa2/wnI/Q64uSlrSKBEYFS8xYDCWmDllE+RWPgl+uf8FaE1h2HXWnA07ac4nHkznBqT32VZdGoZ5K1TqTE8Ngyp4X5eM/kxqCY/BtSVALZa1KtjcTC/EoMO/zmgddfY/WfI8if5VPnH41X1yDnn77jo20kwWkvatVOgwqbRrwecnVQMtpo9lKrU2qoRVu+/HKbZVgSnpuOZOI5kLsDQAy9Db6/yvm6ipGQXDvaLrblfhBkJIUYU1zXiQKuBZ2GfYQT2pY3AkOgQmeGUiKg3y4wwY/vJqubv2CLoa/9WH2WlTxFtGuvrYTS7l142151AYewFSCxe7vV7r0NtkMFNnc7pxGVfDoTOWS/f2/UtszJ0iMzSJYPFeiFx09amcf4Dz09HWNU+j4FhrW+gG3LwFayZ+I9288waICXMggPlnZtFS5TMnpociYPltTjpIahsUlIE4swG/O+Qe3ZbnSOw9RCLXOs7wWvApk6dKs+FiYiIzpTnfOp90PPPP48JEyYgNDQUcXFxuPLKK5Gdne3WpqGhAXfddReio6MREhKCa665BkVF7icGx48fx6WXXioP1GI5Dz/8MOz2jqe87+kWL16MkSNHIiwsTD4mT56ML774onk++8q3F154QV7UvP/+psFA9pm73/72t7J/Wj8GDx7MvvIhLy8PP/nJT+T+yWQyYcSIEdi8ebNbGY0nnngCiYmJcv6FF16IgwcPui2jrKwM8+bNk5/piIgI3HrrraipqUGwycjIaLd9iYfYvwvcfxERBb/W2aHEncrzxg7w+nhs3pVN5ah8ODjofhxPvMJPbov2kk8uR0a4CRekx2DuoETMTIv2+5ovjhT7uTcaMNceQ1jNAZ9txEXshJKekTnMpShhFpbN2Y2vZ6zC+tF/9tuf4s9ywaJKn3+/tneii/JVRETUtWQihla8HWsn9UuW19cCeUyfPl0ejy2NRZi85Va3wDAX8baDDv8JQ/e90D4wrLXSPcCq3wT0u5yoqsNnBwrwUXYBCmsb5TRRfkpkrVw95WMsm70TX1+wDgcH3BFQYJhQa3PC7gTqHU5UNjYtMyDmGNhDUrEqv1I+rQgLLJNUfsIcnAmDRo0RcWGoszmaSktqzVh24WYczLgVVm04FKibsmxFTcS3079CXvJVHVr+tqJK+R6tJeb/L6BsorK8pT3wLCEtL1TjqwvWoUHfPpOHOP84kvYT7M96GF1JBIaNig+H1eFsFxjW2r7SGplhjYioNxPXXlNDDc0/i2xgS7Ye8vr4dpfn77OiPOLUDTdgzndTkHQqMMzT90a72oRvpy0DNO0DtSIqdmL4nqcwctejSM77DCqnLfBfxOnEVctSoD8VGCZ/n1OPiOp9uOKL/rJ8YnfoaNbtsyk1779+28QVr4Khsbjd9BkZcZ0aJK1y2pGUvxQTtt4B1X8uxLRVl+Aq415MTo7AmLgwzM6IwdVZiUgKNWF9fnm77cuuDex8r7WiJ4Gaf1wmx1pO57F69WrfNy0SEREFiJnDTlm5cqUMDBABYiKY65FHHsHs2bOxd+9eWCwW2eaBBx7A559/jg8//BDh4eG4++67cfXVV2PNmqZ62w6HQwaGJSQkYO3atSgoKMBPf/pT6HQ6PPfccwgmKSkpMsBp4MCB8uLc3/72N8ydOxfbtm3DsGHD2Fc+bNq0CW+99ZYMrmuN25c7sR0tX768+blW27K7Yl+5Ky8vl3ePnH/++TJIMzY2VgZ+RUZGNrd56aWX8Prrr8vPamZmJh5//HHMmTNH7uOMxqa7bEVgmNhvffPNN7DZbLjllltw++2344MPPkCwfQbF/tpl9+7dmDVrFq699lr5nNsXEVHwEzdyiGOn6zz+dO5UbmvzuDdxpGwBztnyC5gai5oGK/0w1uYgZfOvEXHuI4AxDUcq/WcEC4TBGljmLYO1FD255EX9/mdhbsj3eSfuhiO+S0W6iDvTxR3qYgDWqO3ZJT+IiHq7ETGh2O5UAs4KEghxzK6rq8P5O+7wORgq5g08EkDWi11vA+f6CCADsPRgEaxOfyHZZ+ZAeT2Kaq2YmeleirKkthE7i6tQZbXLYGgRPNU/0oz8ViWSt456FRd9e47P/lBOBbGfrqQQI0bHh8ljp6N1Bk61HruGPy0fnaFtueyYso0BvU787lEVW1AWM7lD7xdetQdZB1+D3lYhnztFYTK1DtXmftg+6kWUR45HV0sNaxpcrtz6Li7c+3vobZVoNMXjSMYtOJ58DRzalnPPPcXVyAg3yxLYRES91YSkKNQfK0FJg00Gunj7jh1j0iPFQ1JIS20Ozlt7Zbvvu649owhYrjMlIyf1ehzJvFVEobm10zeW4tw1cxFWd6R52oBj78K6w4wNE95Bcey5fn+HOcvH+zzuahQ7zvvhCnx/7pfoClq1SpYgNmjV8hidXVaD3pAgO5BrD+Iait5ajkZDS6ltrRryHMTfDXuBMtXnY+qGG9vdTCeCxBLTLgSu/aZ5mnhPTxnFcuMuxoD8f3fofS16wIIq4NRYMxER0dmiUjrrqBpkiouLZeYvETR27rnnorKyUgZciCCJH/3oR7LN/v37MWTIEKxbtw6TJk2SQRmXXXYZ8vPzER8fL9u8+eabWLhwoVyeXn8qVX6QioqKwu9//3vZP+wrz0SU/9ixY/HGG2/gmWeewejRo7Fo0SJuXx4yh33yySfYvn17uz7kZ7G9X//61/JCubiDxBOxm09KSsJDDz2EX/7yl839KPZT7733Hq6//nrs27cPQ4cOlYFT48c3XQT98ssvcckll+DEiRPy9cFKZPBbunSpDKirqqri/osksS2IQHDxWRHZ9Igo+IjjoxhkFgOd5Q1WeUE13KCTF1m/PFyEqpra5qxT4s5lf8FhbZ235gpEl7dk8fTFrjFCe/4ifGK8wm9WsEAYGwpx8fJxfgPUdg15HAf739H8PFSngU1R0GB3Nt39rMJZvdCcKMqGbbnV68X3EsQi9pdNdxa/s2YnDCbvfyMRGKZWqXDpgHhZGozobOD5BfuwL1mRU4yKBpsMsG5L7Ncv6h8X0P64tra2+RqbuKZieSscUDopC+RD3g9y3xw9iWpr92WbnJQYgaRTwUK7i6t8ZpJqbeLGm5F88muP88Rvt3Pw4zg8oOVY3xEheg1mnwpaE+dNBTUN2F5UhYY2gVydJcqoQ1lDU/aW1OP/wISdD/l9jfgdvzh/HRos6QG/T3TpekzdOA9aR/tts94Qj5VTPkFdB5bnSUbOexie/SJ0tqYsbyJD2bYRL6Ew8SL5PESnwezIGijv9JfP257rNOoisHryR6gKa8miPzEpAsmhHc9W4vociQx8zZ+jIB2c5nGWfUi9Q63VjrV5ZaixOuR+3JV5K0SvxbDYUCSGGLH+aAEm90ty+z4+ftvdSMv7yOtyRSbLLy9Yj3pzioeZDlz61XAY7E375bbEN2CR/bIqfLjPdb9qaZLfjF3id1o6aw9shpYbt3scMSx8GpmovGVq82dI9suybKQvTpUOn8/aAZs+onnayNgQDIhqyhomsrieEUXBBatnIaJqr/c2o+4ELmwq2y0ypn555ORpbwci4WzIo00/1zwLWMb/DJj9F/QmPK4SEQUfXhX3QgwGuwKehC1btshMOqIUm4soc5eWliaDwwTxvyjl5rpoJYjMPOIAumfPHgQrkYHnn//8p7zQIMpLsq+8E9npRHa51tuRwD5rTwTqiICkfv36yYxWomQr+8qzzz77TAZ0icxXIqh1zJgx+MtfWr5oHD16FIWFhW7bnQh6mThxotv+S5SSdAWGCaK9Wq3Ghg0bEKysViv+/ve/Y8GCBfKONX4WiYj6DrHfFwNjYaEhSI+NQmZcFKLCQ+HQ6KEymHwGGgXiYObtAbfVOhqgLL8T+jrvWbI6osGY4LfUlEOtx/GUppteXGptDlzcLw6XD4jH8JiQs34HckHixdg68veyVFVrYrWqLf3w7bSWu7HF30sMGHh7iL+3uLOagWFERN1jZkYshsSEyGydrffH6bERuGZkJiLDQuVxOJCH+0GgcwKTFJX3S6IOp7NbA8OEjQVNGayKahsDDgwTNpzzHg6l3yIzX7U+Torj/JYRr552YJgw7FQJp4NlNfjkQCHW51d0WWCYEGnUYUJCuAycyku+OuDB544EhontZ/z2+zwGhgki++vo3Y/gTFywcibG7n5EZgJzBTyYrCWYsmUBzl81Wz4/N94EvNO/eX5bBlsFpq2/FupW6ymC94mIgoFFr8WszDhclZUoy/eJ/6/MSsSFmbEyMExqk9NCa6tCcsFSn8tVwYmM3H94nDf4wCteA8MENRScs9XPMTPA8pNiv37JNyMRU7IWPUls8Spc+O1UXLk0CVd9nowLvr8Aabn/atfX3ujVKphFKq/TILK5ieA9X/ITLnILDBN2Ftc0/5wk0m8FyNBwEqN3PITzVl2CSRtvRlTpRsQXf+c7MEzY/U7zj75i57ZnPdHxILlpvjPWEhERdQeWlfTA6XTKTDKi1Mzw4U13CojACpH5SwRPtCYCwcQ8V5vWgWGu+a55wWbXrl0yGKyhoUHeffbxxx/LzEMi2xP7qj0RQLd161aZmaktbl/uRNCSyGiVlZUlyxw+9dRTmD59uiz/x75q78iRI1i8eDEefPBBWRJXbGP33nuv/BzedNNNzfsfT/un1vsvEVjWmijlKQJkg3H/5SIy1FVUVODmm2+Wz7l9ERHRofLAB2R9yU+6DPur7sPgQ68F1F5cyB5y6DVsG/lip7z/juHPYOrGn0Bnb7mY2lr2gPvcyjUIYshR3L0datBiX6nn13W3Y2nz5KP/4bcRU7YBdq0Fh/rdjsrw4bDX1XWo/MbQ2KZBbiIi6h5DY8Lko8HukJk6RVmgMy6LpzUCds+BPS6uLCS+1BmSYXHaAXX7S6O7Tlahu7nCfvaWVHf4tTtHPIudw59BeMV2hNTnojR8DBosqWe0PvFmg8xStb+0GntLuuecQARwp4ab5cPmcEL5ygKVs9bn3/lE/MUdeo/4k9/BUp/ru03x9zDXHjut7GGjdi5ERPU+r/Mjq3bjwn33wfjl//wuy2gtRWr+pziWen3T89MckCci6o0iTe6BQMbGImic7Uv8tWWuz/M4vf/RlqAfb0JrD0PltEPxcG7QJPBzGA0cmLr+x/j6gnWeM5l1E40IGBdxSWuuQmz5BrffIKJmP8bveADxRd9i07jFgI/A+WiTFuelxWJ7USWOVAT+PdxF9MGB/r9A1uE3PM636iKwN+thj/NEpvdIox6TUqLx2YFC2H0FsylOTFr/EySWft/yu1YBSSe/hk3loVZpW44GIG8NkDwVJq0Geo0KVkf79zs68BeotqRj2tamTOd+t4yh8wBzjP/3JyIi6mL8Vuklu5MIQhHBPOSdCNwRgWAiq9Add9whg1D27vUTed9H5ebm4r777sOSJUtgNAZwEtrHXXzxxTIL1siRI2X2vWXLlskAnn//u2O13PtSQKsoV/rcc8/JrGG33347brvtNlnWlnz761//Kre3YC6bSUREHdNot3dal+0dvBDfTf0fjiX/CEoAF5JTC/0PFAaqLOocrJ78H5RETnCbXm9IwPZhz2D/oAc8vs7mbBqetp/lrGFtHe5/OzZM+Cu2jHldBoZ1tEzVjLRohOp5bxQR0dkggsIseu2ZB4YJ4xf6bVIZOhh2te/ye5aGXOA9z1k2689ShiZRurH8VFnFDlOpUBk5BnlJV5xxYJhQVNeIE1X13RYYJqSeKqsp6DRqqO/wnlFVnKY06KKwacJfO/Qe4dX+r1uKstzh1ftxOjK9ZKxpLeTwh4C9IaDlDT7wB/m/Tg0kWHg9kYj6jqRQ932eTRcZ0Hdqq95zKUdvN021Jpaus5Z7b+A1aMx7gNigw39Cdwk3tKyfUaPG0CiLDAwTGbTaBoa1vQ6Rnut9LHRAhEkGhgn9I06/LPGeIY9h15DHZKnl1oqjJmPV5I9QEzLA4+tEBlOXKwYlIC3M+/Fw0oafIKl1YFgrOiWwYy+sLe83ONr7DWYlSRfjk8vysWt+OXBrDnD+nwCDe3KRZrPeCuy9iYiIuhivjrdx9913Y+nSpVi1ahVSUloi+hMSEmT5MRGg0jp7WFFRkZznarNx40a35Yn5rnnBRmQlGjCg6YRt3LhxMlvRa6+9hh//+MfsqzZEqbqTJ0/KAJ7W5TjFdvanP/0JX331FfvMB/GZGzRoEA4dOoRZs2axr9pITEyUWftaGzJkCP773/+67X/E/ki0dRHPR48e3dxGbKOt2e12lJWVBeX+Szh27BiWL1+Ojz76qHka9/VERBRtNqCg7jQHZj0ojxyHLZHjkFLwmd87nQO5E7ojKsJHYtXUTxFanY2Q2qOwaUNRGjXRx53QTSU+guEOqCkpUbA7FZkFjUFhRERBZOqTcG55GWqb50FeUbJow9i3MGXTLQitO+J7WeUHgP3/BgZf5zY5xqRDQW0j+jpXqcvTpbeWISXvI4TUHEW9KRHH0m6EVR/lsW1amAkhbc9BjGHAPbWo++R6mHJbAuhFcMD2YU8jJ3NBh9fJ4SdosLmdpuOBWPqa41Ar/m8y6EiIpMiAo28owZC0fp0TXElE1EuoW9X0a6yvQ6XJjKOhUxBfssatnVnvXv7vePLV3stJK/5LRjs0vo8TJRFjEVuxFYFKy/0Pdox4Ad2hstGOJIsO4xKj5MFm2aGmscnM3H/6PfYMOvhHeZz2pHVQnvh+PSYuFNtOdjzTqXCw/504lPkzxJSuh9Zei+rQAagJGejzNWX1Nqw8XorKBqs8ForMprMyY2HRaZq3lf9lH8fYTbcjseR7nBkVkDhRBuzX1dUhUQ8Uap04XuU5sCw93Ij+Fh1qEQNk3dz0yP0eKNqOWk00gNMv701ERNQVev+V/04iDvb33HOPLI34/fffIzMz022+CH7S6XRYsWIFrrnmGjktOzsbx48fl6UVBfH/s88+KwMsXOXZvvnmG4SFhbUL3AhGIntRY2Mj+8qDmTNnyjKcrd1yyy0YPHgwFi5ciNTUVG5fPtTU1ODw4cOYP38+ty8PRAlcsT9q7cCBA0hPbyqBIPZnIuhJ7L9cwWBVVVXNWf9c+y8R/CoCGcX+Tvj222/l51qU+QxG7777rtxXX3rppc3TuK8nIiKTtnO+IunVKticisxsIVSEjUB0xRafr3GGuX8HORNRBg0cigqVVjuqQ7Pkwx+NSgWDpim5tPjXW94UldMGna0Kdm0InBoDehqtCoiz9Lz1IiKizqG+txoNb2bCUJvTPFwpjrc2bRhWTfoQtaEDEeIvMMxl47PtgsMGRodiVzdmzBKSQgxQqVQyoLna2nlZTM+WoftfwKBDf4Za5ixpMnz/8ziReEVT6apTxN8vPdyE0fHhnhekN+OH8f8PNaP8D+gHoiBhNkbu/a0s5+1Noy4SJVEdvw5iCCArTUeJ/jkv5yWEjnq/05dNRNRbLJg60uu8qRnA6ruaAsTyEi5BZfgIj+0qw4YhqnK7z/dxqPVw6EJ8tlk9bSkuX9YfOqfvEtcuGmeA2ao6SX6tDUWHizA0JhSiGmLa8X/JjJj+hNYfk9/zFbWu3byMCPeAucKaMwugV9R6FMeeG3D7OrsTdfamG+nsDkWWtRSPMXFhyIy0AHYrZi2fCGNDIc5Y3FgohnBMmzYNa9euPfPlERER9TAMDmtVSvKDDz7Ap59+itDQUBQWNp1IhIeHw2Qyyf9vvfVWPPjgg4iKipIBXyKYTARUTJo0SbadPXu2DAITASwvvfSSXMZjjz0ml20wBNfgxG9+8xtZii0tLQ3V1dWy70RQnciAxb5qT2xTw4e7l7+xWCyIjo5uns7tq8Uvf/lLXH755TK4KT8/H08++SQ0Gg1uuOEGbl8ePPDAA5gyZYosK3ndddfJDIZvv/22fAjiAvP999+PZ555BgMHDpTBYo8//rgspXjllVc2Zxq76KKLmstR2mw2mUnx+uuvD8qSiyLoTQSHiXK42lZBANx/ERHR8erALvL6IwLDJiRGNGfdOJJxE6K3+w4O2zDspU77A5Q1dnwQdVRcU8mEBrsDeo0aDQ73gVNT7TGM3fkrRFdshtZRD4faiBNJVyB7wD2oCel/WjfoNNaffn+LO8g9iTQF13cvIiJqUltb29IV83djT1k1HOufhrqhDLlJc1ER1VRKOf7Ip6gLdNyyrFAs2G2S2WzGwEgzDpZ7Ps50RQDQ2ISmKgVZURZsLqz02T7aqEPp6Zaf7AZZB17F4EOvt5suBqdTCz6FZmMd9k9fgrRwM5JCjDCfyvzhSb3NgRpb5wSGCXXmNJxIuhyp+Z96bXM482dwdjBzmPgbVocPlsPvnZ3fK7T2UEDtXFlO/H52iIh6AXEsFjdEr1njnimsrTU5QK0VUEWkYfPI33ttt3Xky5i5+kKf++gj6TcFtG7/u+QwZq6YjPD6Y37bOtXd/91UBIXtKW7K7BVe5Z6wwBvFlV3Ng4KaRuRWNcgMXeK4XVjXuRnPT9e2k1U4Vl2Pqbse6FBgmNdjtdYEXPmJPJZ2ZmCY2I7F9kxERNQTMDjslMWLm+5amzFjhlsHieCBm2++Wf786quvQq1Wy8xhIkPWnDlz8MYbbzS3FcEroiSlyMQjgsZE8I8IPPjd736HYCOyo/30pz9FQUGBDKYYOXKkDAwTJf8E9lXHsc9anDhxQgaClZaWIjY2Vt6psX79evkz+6q9CRMmyKyHImhT7G9E8NeiRYswb9685ja/+tWv5MXA22+/XWYIE3365ZdfwmhsueC5ZMkSGRAmMt259nWvv97+gm4wEOUkRebHBQval6HgZ5GIqG+r7aRsHeKCY0m9FZOTI7GloAK5SVcjsehrpBQs9dh+/6CHUBg+BmfTruIqOVC75kRZu8CwkJrDOHfd1TA2FrvdBZ1+4t9IzfsYG8f8EflJVwT8XmIA89Eb5yJ722Z0tn6RvPBKRBSM4uPjfcz952ku9STwQEi7QbzVq1cjv7oetXb/2TYCEaVXo9zqbJe7w6hR44KMGBmULaSGmWRJy7xqz5lGQvQa2Jzes16dbWpHvcfAsNYST36DXaXZKNYOxc6TVc3T9WogzKCHQaOCWadFWpgR6/LKO30dt478A/S2SsQXty89dSRtPvYPvL/Dy5R/V5UaVeb+CK877LuxNgSI6A+U7Ahs2YYIvwFn4ryKWU6IKJiIm53Fsbh10KvY1312sAhqewPSdv8eUxf8TU5fNfFfaEiZ7nN5VeFDsW/ggxhy8BWP+9Sy8FHYNfSJgNdvzeT/4OJvJ/jdP5dFjMGAI2+jUR+N/ISL4NBa0B1cZwrVfko2utg1ZkDlOVh7b6tsqvtLuzezqj+i5KT6wH879BpRJrM+bBBMVQdlJtEGQxxyUm9Azcj7MMSYAFhb7jAoKiqS47xnQgSGie2ZiIioJ1Ap4oyKiIiIiJqJ0qsi+LmyslJmCyWivuOrI0WotTnRUFeHeWMHyGlLth6C8TTu9DRq1bikfzyciiIHeSvr6hCzYSEicz+DwRVkZYjA9hEv4EhC4IFVXSnSqEV5Q/sAuelrr0Fs2Tqvr3OoDfj0kqMBv0/r/j1Tg8dOwDNLPpEXXDUq4IqBCbz4Sj0Szy/Yh9Rx4rLl9OnT/WYO6Ww1NTUwmc344nARGkUKDg90p0pIB0oMC46MDZXHKHFukBhqRGW9DSUNVkTodUgKM0KrbgoS219SjYPltc3L12tU6B9hkcFjXx9tCdTuaZLy/4dJW3/ut11u4uXYNO4tnE3RpRuQlvdf6K2lqDOl4FjqDagKG3xGy9RaK3HZ10Oh9lXC65qvgYxZwB90UGD3GVgglrJrxv8wctxlPt9X3AwYEuK7FFrrwMdgHaTmcZZ9SMGtqKYea/KaMnOf7vf1mJIfMGLv04io2i33siIw6ED/u3E4c4EM8u2I2SsmIaT+eMAZqmwaC7IH3osDA+5BdxGlIq9cluG3tOTugQ/hQNZD6HWcTly1LKVDWTurzJlYfsEaaBx10DgaYNVFNP/tDRo1JkQbER8V0Xw+eKbBYb0Zj6tERMGHmcOIiIiIiIhOsXkZAD4d9lPLEuUXxGCueGDu/2uaWVcCqPU41qjFET/lozwJq9qLjGNLoFZsKIy7EIXxs8Tt1We8zp4Cw0KrD/gMDBM0zkZk5ryLoxm3dPg931mzEwaT+8V8o0YFq0NpvuPZF4PJ1DzIKcpyBeuAJxFRX+Qpc4g3+VV12FTYlIlq9reTYWqV7dJrBqe7Ct0CbFpnJ6uzOeDrltqOBIYJovWOU2WehJ2tfpaKKpFg1kOlVskSTm6rqlYjzmzAscruKXXZ8r4q2Dvwe5rrTwTULqQ28IDyrlIaPVE+OpNdH46ls/Zg1soZMFpPug1W21VGaC//Z1NgmPCQDda3MmGoyfG6vFpzBg6FjEOW3QGD1nv5zdZ8ZTlh9hIi6s0KRP3IM1QSMw3fnftV0xNxkD+D747fT/8cF62YCK3D87G57ZJ1jloM3/+8/Lm7AsQUtQ7Hk69Bet5/vLaxacy9MzBMOBVUHyhxRrN24j/kzw6NWT5aa3Q4sbe0zfkZERFREGFwGBERERERkbj72O6AtYMDvb7oRBorb8wxyKmsw9YOBoYZGk7ivLVzYak71nyxud/xv8OqDcO6Ce+hNHoSOlt41Z6A2sWWrDut4DARGCbu9BYD0EOjQxAfYkSovumrar3NAYei4GRNA7a3HURvIyXUKB9ERBR8AWKBZG0YaLEgLTYK6/LKsGfSYpy7/lofmTLUwB2HAbPn5X55uAgqgwndrbDO88C3CFRbmVsKTTcGQFt0Glke+9uckoCCtYVaS2ZA7az6SAQruyECX8zeDrWtGil5n8osYiIIbeywyYg26d3arpq9AUPW3orkwqVuQQRiq601p2P5uV/L56L85oSkwPpMfFb6cpYTIgpeFQ22zl3gGR5TrfpofH7hDozY9xTS8j6CxlEPBRqZFdJXOO+w/c8jL24OakMHdDhbWUeIG64aHAq2jHkdWnsNkoq+bHesEeUuv7xgPXqzemMizA0FAbU9GT0NdZY0n20Kqt0D9ImIiIIJg8OIiIiIiIi6QLKPQKXjVR0PDFM5GjHr+3OhtzdlRWlNTJu+7lqsOPcbVJ9hSaS2nOrAAq4cmtMLzAo3ajE1PRoRRvcBU8Gka7qsHhIVgvQICzYXlCO/ptFtqN+gVmFQdAgGRFqYNYyIqI8T2ZVmpMcC6dcAxteAlQ8AisO9UdRQ4Bbfgc+ilGRPDDcWAdPdQa0ChseGwupwItSgQWVjmz70oiB+DuxqI7TOBp/tjqbfhGDn1IXieMZP5M9hei2ijDpZTlRklHWptTmwcfzbMNXlYsS+Z2Twv1UXhgP970Fx7PTmdqX1nRwQQUTUC9XbAzsWdSeHzoLtI1+SDyG6ZA3OW3+tz9eIo8CcVTPQoI9FTvo8HOh/J+wim2knE4FhLhsmvANdYwlG7X4c4TUH0KiLwO4hj6MicjR6u/0DH8CYXb/yW6b5aNp8bB/5ot/ldc+ZFhER0dnB4DAiIiIiIiJxZ61WA6NWjQZ7oPkxfA+qDoryfIH3dDKGCcOyn/cYGNb8nnBg9O7fYPWUj9GZTsZMg11j9louw3UB9VC/205r+Xq1ymNgWFsatQoTk6Oa3k9R5ICqK7MJS0kSEVE74+5pehxeBhz9HAjPBCb80mtHrTh6sk91oshCFmvWobBNmS4RyCSOuRvyKzq+UJUK2QPuw9ADL3odpK0zJiM/YQ76CnFOKB4fH2gqYRph1KF/hBkRBm1z2dJ6cyo2jnvL6zK0rJhNRASdWo16D7ksG+t9l1w2mEzd9n1x5O5HA25rtBZj8MFFSCz4Aiunfga7LrRL181miMHmcYvlz5HlW2DVhULltENR9+5h4pz0nyCicicyj/9dXphonYTVprVg76BfIiftJ02Z4gIoU+5veyIiIurNevdRn4iIiIiIqBMNirRgp5/yhYEMtk5KjpTBZrU2O2qtDug0ajkIKEpXnk5gmJB+4r9+28SUbez0C7ziIvWR9PkYdOQtn+UZKsNHnPZF/o4SF/dDTpWeJCIi8qn/JU0PH2wOB2psZx4c3psYNCpMSIyUKUwqG2wQlbXF0Pn6/HLYzqDMdvag+6C3lWPA0b+0K+tZa0rBqikfASpfBbeCR4hOgxqbAxWNdreyaFs6eC6YGt79JU6JiHpiZu6q0pp20xdMHenzdYPHTsAzSz7plgCx0NqcDr8mvCYbM1bOwvILu76849jt9yNVlMBUmo5LIttnYdwF2DLqVTi6ODitI0L1GlRbA88UJzK3HUm5EY/89DpsOtR6G6kF8NSpBxEREfFqOhERERER0Sn9Iy0orG3E8QDuKG3NpFXLUlYJFgMyw82wOp34IbcUJ1vdtioGCJ3OjpXCiDPrUWezywFrrd1/0JoYhNU6amFTh3fq33TP4EdhaihCav4n7eYVxs3E+rHeA8fOpPwmERFRd2gbuN0dWSO6M5OJJ3V2J77JKcbF/eIQYzbIaeLc5UwCw1x2DfstDgy4C4MOvo6Iqr2w6sJxPPXHKIi/sM8Eho2ICcWukjO74cClzubAgbIapIWZ5M0HRER9UWaEGUcq6tDocMpjqAj62r91k9/XiTaN9fUwms1dvo6KSn1adQnDGo5j7OY7sXX8G+gq56+chchq97Laogx0SuEyJBYtl8Hb5ZFjcbYNlNdkfJen9uSkcVCbwLAzM3XqVJi7YZshIiLqTgwOIyIiIiIiOkUM0k5LjcZ22DtUpmJmRiz0mqYMWJWNNqw63n5wVWSO6KjWwWUOjQkap3vpp7acUMOm9VzO0heV04bxW+9GfPF3UCkOVIYNxaaxi1FvTpHzRSayTWPfwKHM25Ce+0+YGgrQaIjFsZRrURo9qd3yRNlHcQHem9Z9mhDC4DAiIjq76tuUlPaXhaQzdGcmE29EKe3D5bUYEBWCWqvd7bzjTInzhF3Dn0ZflV/b2GnLOlrZdE61t6QaQ2NCvZYuJyIKZiI4dlpKFNbll8ugWXEM9fedszuO560Vxl2I1MKlp/Xa9MJPsM25CIpa3+nrlZS/tF1gWGsaxYpp66/DVxdsgNUQjbNlQIQZx6rqYHWcWaD6O2t2wmDyHtgVZ9HjZJuy2qIE9LCYUPSLtMjnIjDsbJ6jERERdQUGhxEREREREbUxsNWgm78LyqMnTMLVG9Y2P99dXN0pWTfayk2ai/7H/s9nm/LwkR3OyDHw4J8wPPs5WUrKJaZiCy769hyURozHD5M/hFPTlFGkPHKMfPgiAsMevXEusrdtDuj91bzgSkREZ1mkUYfSDmQh6QzdmcnEl0MVdTI4rLS+8wLDCKjqgv4Up5fiPFPckJARzmwmRNT3hBt1mJMZi4KaRpldKqeHfZfcNO5NpHye4vbdOlDiNek5f0dOvwWdvl7D9z/nt43OUYfM40uQPfBenA1atQqlDbYzDgwTRGCYp/Mri06DCzNioVGrZJnnE9X1sDsVhOi1Mjun64Y/IiKiYMXgMCIiIiIiojbEXaKijMCaNWv89s32TetRV1cHi8Ui72Au6sRMEa3ty/oV0k98CK3D893R4hLq/oH349yUKGg1aqzNLUWDnyC1uJPftgsMcxHTYio2Y8qGn+CHKR8GvJ5ioDvQwDCWaiAiop5gRFwYDlfU+c1CIi6kTkyJQoxZjzUnSlBS15JpNFBnI5OJL432psymxZ2YNcyXyIrtGHjoz4g9uVKkbMXJ2POQPeh+VIUNRbDQqABb598n0Cy7tAbpYWe3LCkR0dki9n1JocamR4gJa/PKes4fQ6XG/v53Y/DhP51WgFhi0VedHhymcdTBUncsoLZJhcvOSnCY6Ksoo65TM5i6iOXGWwxIDTPJIDCXCKNOPoiIiPoSBocRERERERF5uOC8evVqGfTlUlLXiNzqejTanTBq1YjWKBiSker2OhEc1lWs+ih8O+0rnLvuahitJW7zxPjj9iG/Q/TwqxFjMcDucPoNDBMmbLnT70XruLI1iKjciQqRlewMyjlcNiBe3qHbGks1EBFRTyCyWCaHGJBX0+gzk5fIVmI5NbA4O8uCY5V12Hmyyi1jqDjUuZ6Ko55Zq8bQmDB57rCxoAKV6FlcGTxrbR0PdOuoQQdfx7DsF9zOPUT5rZTCpTiQtgB7Rj6DYJAZYcGh8touW36tzYGKRrvMeEdE1JclhBhw+YA47CquRl51AxyKApNWg7Hx4Vh92Huwd1faN+QR1JozMGbXr6FBx46t9cYkv23CqvaiX87/wdBYjKrQgTjU/w7YdOFe2+utFVDJKwaBBZKdDWLtuiIwTC5bUTAkJrRLlk1ERNTbMDiMiIiIiIjIS4CYyAbmIn5Oj22ZX1vbftBPL1JFdKGa0AFYNnunzLaRfuKfMNfloij2PBwd+itZXsio1SCvuh6FNQ0BLU/vqAqoXVruh6cVHNa6nEOZQ4WM0Jb+JCIi6kkmJkdhQ1458jwcQ/VqFWZmxsoB59bSw83yIQYelQBKJV86IB6llcbm53MHJWBLaT1K6m04W0Q2DcGpdGGqK5GNtOQHDM9+weM80WuDjr+D2Mot+GHSv2DXhaG3ijXrMTw2tEuDwwS709mlyyci6i10Gg3GJkRgbIL79Dn948/WKuF4+o3yEVqVjYTiFRiy/wVoFd+BYuIofGDQ/V7na+y1mLruWsRUbm+ellz0BQYfeh2HMm/DrmFPeXydVR8BJ9RQw/9xozokC8GmvNEOq8PJkpFERETimgV7gYi6Q3FxMRISEvDccy317deuXQu9Xo8VK1bwj0BERERBIcygQ7ih6+/BKY47D5vHLsaqaUuRnfUwrA4FB8pqsbWwEhvyK3CsKoDgMEUJuNSFqT7vTFdZZrggIiLqySYmR+LKQQnIijIj1qRDeqgRVw6Mx2UDE9oFhrUNKPcXGOZi1LqfJySEtASLnQ0isE1ItHTteohspX5LSlXuwNQN86By9t5zBlGe82BZ7WmVE+sIi473fBMRBWpOvxgMie7+G5Wqw7JwsP+d2DzqNb9tnSo96izpXueft+oit8AwF3G8GXD0LzjHy3HWoTEjL+HSgNb3SPp89BZ6TeDD21WNZy8In4iIqCdhcBgRdYvY2Fi88847+O1vf4vNmzejuroa8+fPx913342ZM2fyr0BERERBY3D0mZUsENnA+uW8iwFH3kJM6Tp0lZiy9QG3bTAmePwyObwD5Rm0bUpKEhER9UQiyGtYbDimp8VgXFIk1OquvXyaGe69jGV3EKU0D5dWYV9pTZe+j9HmXhLbm+iKLUgs/BK92Z6Saui7cLNJsBhg1nkPViQiovaB2cmhprPWLfnJV6LanOF1vgjT/n7Kp17nxxauQETdYa/zxTft5IJPAMVzdrB9g38Jm8Z3cNzRtHkojj0XPYm+4SSM9QXyxjYRzN5QVycfZsWK6fFmOBqanotHY733kpgaXosgIiKSeIsREXWbSy65BLfddhvmzZuH8ePHy9JMzz//PP8CREREFFSSQ40YmxCOXSerYHO6l2gKM2hR5SWDligTMXbnQ0jJXwpVq5IPVSGDsHnM66dV1tGXiMqdAbUTv0FOyo/bTRdrOCg6BCV1jSiss/pdTtJZzoxCRETUE+k0akxMDMeGgsqztg47Srq2BGJHpZ/4N/KTLkNv1thFVR8NGjVGxPXesptERGdLqF4rb1iyt/mO3i1UKiyfsQoTtt6B5MLPm7NLijVp1Edj7TnvozJilOeXOm2YsvVW/28BICv7D8ge/HC7eTUhA7F6yn8xdtv9iKjZ7zbPprZg7+CFOJzZ8h4i/DglzITcqvoAilF2vnFb7kZqwcdQyx4Spa+BKYuN2HAkgAzpbYi4sAiDrgvWkoiIqPdhcBgRdauXX34Zw4cPx4cffogtW7bAYDDwL0BERERBJyPcjJRQI05UN6DWapcDv67nu4ur279AUTB5082IK13TblZYzQFMW/9jfDf1c9SG9Ou0dXSqArtA6oQOlZGeL1RXW+2yBNdnB4tOXbb1LNKoQ5RJf5prSkREFJxqa5uCsiI0wLBQLbYUVXXo9QaTSZa0DDamhoKzvQo9isiWYq2vR2KoAUOizVDbGlFra2y3HRERkXfieDkiNgzbis5OMLai1mLj+L9A5bQisfBr6GyVKIme7Pc7flLhF9A4/d+M5Qqu9hQcJoibzb6d8S0GHvoTBhz+C0y2Yjld56xFav7HqAgfjtLoSXJacqgBA6MscDgcOFEb2Ht3llkrJiO0/pjbtHorAg4MGzx2gjw/an1tJhjPlYiIiE4Hg8OIqFsdPnwY+fn5cDqdyMnJwYgRI/gXICIiol7P26BcrFY8NDCbmy5IxngJkIorXukxMMxFb6vEoMNvYNuolzttnQvjZkLZ84RblrK2RMDXlzPWuk9TFDTW18ufyyqroDYbcG6CBSuOFsOuoF05hzC9FlNTojptvYmIiIJFfHz8Gb1eDIA+s+STXjHoadWEwuDwECDvgdpp69J1UTsakVS4DCG1R2HThiEv8RI0mJLQ1cxaNWLMegyKCsHyHP9lNrMiTUgKNeOiC2Zg4/quKzVORNRXZEaYUW93YH8Xl1L2RVHrO5QdMyX/s8CXrfJdcjjlxEcYvv+55sxlLlEV2zBt/fVYM+kfMmAtr7oRx6tbgpC7y4BDi9sFhrVV9CRgebjl71dc24h1eeXNN6u1DpyPNekxitk2iYiImjE4jIi6jdVqxU9+8hP8+Mc/RlZWFn72s59h165diIuL41+BiIiIgnpwd+rUqVj9zeeI+mEhLjn4PyhOB0qiJmLX4MfQYElBWt5//L6HuJt3+4gX5B3HnaHOko78hItlWQtvysNHojEk2S0w7NEb5yJ72+aA3mNSUgQy46J6xaA1ERFRdxAB4+K8YM0a70Hhgdq/dZMM2DaazejpNox7C9M33thuQNqT3KS5XbYeyfmfYfTuR2CwljVPG7Hvd8hJvQE7hj8DRd11paesDgXjEiLkedHo+DBs95MpLru8HjvySgMODBPbldi+iIjIu6ExoUgLM+Hro02Zs3o6nT3wrKLHUq73Ok9kLBu7/X6vx2GNYsXI3Y/i2/O+hQNnx5DsP/htY9EDlsZ8IGpg03OLBcnREdhTXI382gY4nQoseg2GRIciIcTYDWtNRETUezA4jIi6zaOPPorKykq8/vrrCAkJwbJly7BgwQIsXbqUfwUiIiIK6sFd0aZuURQseidclydTCz5DSsFnOJo6DwZrqd9laB310DjqYFeHBbyO4sKvr3KPW0a9gpDaIwiv3tduXr0hAasmf+Q2TQxABxoYJvqGgWFERERtjs0qFVavXo26OvdMm55sK6zA8ar2ZZREls4FU0f2qq4tiZuBw+m3oP+xd30GiFl14Tgy6L4uWYf4ouU4Z+ud7bKmqhU7+h1/H2rFhq2jXkFXsSsKCmoakBRqQr8IUa5Lwa6SwLKpCf/euAcXD0nzGnTvylRLRES+2RxnK/yp42rMmYjDD37bie/9B3wcPwceXgwt7D6XEVG9HxEVO1ARMQpng1bxf24kfX0bcP33zU91GjVGJ4RjNMK7buWIiIiCAIPDiKhbfP/991i0aBG+++47hIU1DWi+//77GDVqFBYvXow77riDfwkiIiIKusFdUW6yOauY0r58oxi+y8xdgqqwoX7fTwyW2rUhHVrHpBAjhsZY8E2O5+Azuy4UK6Z/hSEHX0V67r+gtdfCqo/Aocyf4UjmrT6X/c6anRieFIMhMaEeByI5QElEROSZOG6KTBf+nJNuROmRYjgUX6HevcfOEc/iUMYCnLv+WpgaC+U01xmEQ61HbvI12DXkUdig7pL3byql5b2ctjgX2j/gPpldtaucqG4KDhMGRodgQJQFOZV1OFpRh4pG34P2Nq0BuQ0KhsR07HyQiIjcFdRYO6VLIiu2Y8CRt5FwcoUsiVwePgJHMm7GiaQrxcG+U94jJ32eDGD2GxiW8lOf79n/0NsBvZ+l+tBZCw4LmLXibK8BERFRr8TgMCLqFjNmzIDNZnOblpGRITOJEREREQX74K7PZQAIr8/12+5YynWAqmODpYW1DRgRF4oZadFYk1sKW5uxZZ0KsKm12Jf1sHy0FmHQ+hykNJjMyG0ETPVODI8NPJsZERERBUav1WBWRgxW5pai3u49qKmnC6/cjVE7f4WIyj1yALssegJ2jHgWVaGDEVmxDYpKi+LoqbAaortsHUJqDiO8er/PNioosox39sD7u2w9nG0C/cS5pFmr9hsY5nK4ok4G5hMR0enTac48cCv1xEcYt+M+qJWWLGQx5ZvkI774e2wZtahTAsQqwkficPrN6H/sPY/zFaiwdejTONZvgc/lGB3lAb1fUsHnyEu9BmeDVRMGgyOAMpqJU7pjdYiIiIIOg8OIiIiIiIjONls1oAtt+t+DOmMiDvbveKZVhwIcqaiTwVuXDUxAUW0jyhpsMiAt3mJAlEmPygYbdpdUo6SuUQ7Yhui0GBkXhuOV/jNYCIfKazEw0gKDVtPh9SMiIiLfzHotLu4fj4oGG/aUVKGotnOynXSXaT9cidiKjW6lJONL18qHKK29bdTvu2U99NaygNoZAmx3usINOrfnVY1WrMkLPAOK1dF7gwSJiHqKaJP+jF5vqs/DuB0PuAWGtZZ+4kOURE3CsbQb0Bl2DH8WNZZMDDzyFswN+XKaQ21AbuIV2DXst7DpI9Fp1F2TvTMQG8f8GdM2z/dZflo676XuWSEiIqIgw+AwIiIiIiKinsBDYJgI1qoOGYi15/wdDcaE01psXnWDDA4TmSkSQozy0Vq4UYepKVHtXrfmRGCDo06lqURS/8gzy6BGRERE3hm06l4XGDZl3Y8RV7HR63xRWrskehJyU7o+Q4lVEyLPq/wNONeaUv0ua9iepzAg512olaa/h11jwpbhzyM/9TqfrxPvnRFubnqN04mcijrsLPZ8YwAREXWe2tpat+cGMThqb0CNtSng1mAyye/Lgco8vgRqxb1KSlv9c97ttOAwkYHscL/bcDhzAcKr9kLttMrrBHad9wzeWhVgb5WsUoEGKngOZmtpA+QlXtY569x6uYqCxvp6v+1ywyYj1zQSURU73Y7Xbqc/g28A9CyvTEREdDoYHEZERERERNRDiQuioTWHobW7X8zuCEeb8kWB6sirGpnFgoiIqEvt7QFBRCKXSKB5q/SNpYgvXe233eDsl7osOEzjqJOD4U6NATXhQ9Coj4bRWuq1vUNt9Lsul3w1HEabewC9zlGPiTvuR9GJj7B28j+9vnZEXBhMOg0a7U58e6z4tEqFhup5OZ+IqKPi4+N9zh88dgKeWfJJwAFi/Q6/7bdNRNVuqB2N8hjUaVQaVIaPCKhp68AwITfpCqTnf+z3dfnJV6KzA8MevXEusrdt7pwFzvlL5yyHiIioD+K3SSIiIiIiom7gL9mHWS9vCG5HBSf6Hfsbto94/rTeVwxAfnG4CMmhJgyINMOs6/yvgWYdS0oSERF1JVEa2pPG+rpu63izVoWGtqPNp7TNujJy96P+y0KJYKf6XKicVijqMyvx1UxRkHH8A/Q7+g4iavbJSTXmDOwa+gS2jXgBk7bc5nW99mb9ElZ9+2yqLtPWXt0uMMxFluwuXYX4/GUoSrrEbV6EQYus6FAkhzZlb12XV3ZagWHC8JjQ03odEVFfYzabMXXqVKxZs8Zv2/1bN8nMVkZzU3ZHX9T2BuicgR17FdXZK9HY1r7BC5GW/wlUXm4DE1MPZNzW6e8r+rWzAsPE31P8XYmIiOj0MDiMiIiIiIioG8Q/5Xv+1Axg9V2eA8Siyjad9vuKi7xiAPJQeS2OVdbJEpJRJv8DsGF6Laqsdr/ttGoVUk4NdhIREVHXEGWcPVkwdWSP6PK2WVciy3d04NW+B8+np0ThRE098qsb0OjwkdtUUTB++z1Iy/vIbXJIXQ4mb16Ao6k3YOPYNzFm56+gt1c1z681pSB74H3ISZvnY9lOxJat97me4jefsPMBLG0VHDYzPRrhxpbzrjqbHWUNvkuReZMRZkAiz7mIiAIijkerV69GXV2dz3KTrqxiJo23sCl3A46+FVDws1iWotZ16l/LVH8C0fLagEqWZW4wJgT82jpzGtZO+D9M2XSTvAGt7boeT7oGe4b7uWhxht5ZsxMGk9njNYXZ/WLljW2bC8pR1eiQ62TRqTE8NgwJIU3XG0RgWEfKfxIREZE7BocRERERERH1gLuV1+QAdVbA4qnqRCddALU5FazPL8dF/eKg9rPM89Ki8L9DJ/0uc1hMKLTqnnNHNBERUTAy6zWwNjibs3SJYCyR6aSnaJt1xaYLBRoCHTz3fYm62mrHmPgIxJrqsbGgwmu74fueaRcY1lpm7j9QGjkBSy/aj+iSNdA6G2HThqAscjzgJ7tLWNW+gIIBdPaW8p9RRq1bYJhwoqoep2tUQuRpv5aIqC8SgUQWiyWgtjMz41DuVONweS0aHE4Y1Gr0j7QgyqTDt8dKmoO0zXV5XbvSAGJLfkBywefQ2mtQHTIA+fFzMPTA75FU+FVzYJcTGuQlXYZtI16EXRcW0HKL4mfiiwu3IOPY35Ga9x8YGktRFTIIm8a+gXpLWqf/HmoV0D+iJRhMBIZ5ys7WL8KMiNCmzJiXRoZ3+noQERFREwaHERERERERdefdytV5gLUWiOwHqLWofWMA4n9V6HM5J2Omd9o6NdidMvNGSpgJjQ6nHKQU/xu1aqSEmqDXNA2O6jQajIoLxY6TLYOcbY1NCEdGOMs6EBERdbXB0SFYn1fefH4hsnSJYKy2xsSHIS3cDEVRmrNr1FjtWJFT4nP5GeEmDIkJxc6TlcivbmzOniKWkBxqwIi4cNidCr45WtyurKWn7GU7h/0WM9b/yO/vVWtK9dtmX2m1/J3ya7xHm43e8TD65S7xu6yxO38Jx9CbcFI9FbYOVHbUODoW1GXRqjA9NcZjoD4REfU8GrUK6aFmpHv4fntx/3isO1GKsgY7qsKGdO4bK05kZb+KATn/D1p7NdRQ2pV+HJr9YrsAZTUcSM3/FJaao1g19RM4NYFl824wxmN/1kPy0dUMamB4nO/AtQijDsNiWTKZiIioOzA4jIiIiIiIqDvvVrYMcpvfOOXXAO73+nqHWo8j6Td16jqV1ltlycgDZTVuZap2naxCVnSoHIButDtwuMJ7CY5xCWEMDCMiIuomSSFGRBl1zSUJxflF2+wb0UYdshKj22UHFachExQNdhV7DviOtxgwKTlSvu68sFDU2x3yXEEsJdqkh1GraW6bleDEsQCyX5XFTIEdOmjhvYSiOAVZO/EDv8sSpSS3FXrPGJaS90lAgWGCGk5MtG3BjpCxOFxlRaCqwofK9fWXPUy0mZYSiTiL0WtfZ5fVdijIjIiIzi6DRo0Z6bH4KLtAfjcftedRv8eDyhD/QWS6hmJc/O05MpOlL77eK6pqJ9JOfIic9PnoaeodQHWjzS0QvdShkoHSIToNMiLMMmsYM5ETERF1D9b+ICIiIiIiOouOpPzYZ2DYpjF/Rp0lvVPfs7zBhv2l7oFh8v0UYG9JNQ6W1WBPSTVqrA6vyxAZxezODqTcICIiojMyPTUaKaGeg47Sw0yYlto+MMxlYFQIJidHItbcUuZQDMyOiA2V01u/zqTVyGyiyaEmt8CwlqyhpoDW9/PZO+D0cvlZnILsGfAQakL6B7Ss3OoGxJh07abHnlyJ0TsXokOOf9ehwDDBoTGj1uS/5FbJgJ8h2uSpRniTGLMBgcR7mbRqTEyKkGXOiIioZxBB2FCrkZt4ZZvcXu7EvI3j3vS5LLWjPqDAsEAM3fcceqrNBU1ZT4VR8eG4fGACrs5KxOx+cRgUFcLAMCIiom7EzGFERERERERnUV51S/aNo6nXI7V+OxSocTJ2Oo6m34RaS0anv2dlq7t3PRGZRfzdSSRKS+VWNSAzgmUliYiIuqvk1TlJkRhld6CwthG1VgdC9FokhxrlPH8SQ4zyIY7houyk7lQp6Y4QGcvGJkRgaEwojlfVo6TCe6C4Qx+Br67IxeDN9yI9/2Oo0NS2xpSOzWP+jPKosR16bxHUrlM3ZRzJOPoehh14CQab94xi3tTmrgXi7wmorehVVwDAxhlf4PwvhnnN4FJtzsAPg3+H6BOlmJoSDa2Hv0lRbSPsfipLDoqyYHhsUxmu2trAs4wREdHpC2R/Oy7aiM8OVuKHIS9jUnUR4krXtTsmiF38llF/QIkmGahrn4nbYDLJY+nQ/b/vlMAwuUx7JbqCOFfwVMK6I6rrvWcjJyIiou7F4DAiIiIiIqKzyCrSdZ2yc/gzONCmRFRnM2rUaHD4z/jl7IQgMyIiIup8Bq0G6eGnf77QFLR0ZuUKRUYxkfEj2dCynDC9Bq58XCLsLDPSjKyoEJyIfg+fFP8RZ6rG5sCkpEgUf/s4hhz4/Wn/BmWqpsCrQMwdlIAGuxMalQoGbSKQdBTOdwdD5Wxsfn+RHS036UpsGfsn+by0XmRorW4O8GptX4nn0p6tZZ7B35aIiE5PfHx8J3bdQ6ce7Q0eOwHP/P0jZBx9t9PeTRyPjA0FaDAmdmpg2KM3zkX2ts2dtkwiIiI6uxgcRkREREREdBaZdB3P2nG6jFq1LAW1v7RzslCIgVIiIiIi4fyMWBhNZticTug16uZSlQOiQmDWarCxsKJdSeuOEFnDYk0axBx4+YxC2wrjLgy4rfgdzLpWpTUjMpBzSym2F1ZCby2GU22CXRfa7nU5lfUYEh3qltGtxmpHWYP/wHqRkW1ITPtlEhFR5zKbzZg6dSrWrFnTbV27f+smKJX50KNzsoa56KwVnRocJjKGdWZgmOhn0d9ERER09jA4jIiIiIiI6CxKD2u5QNrop+SCqwRFR4jBWINWjZRQIyKNehwqrz3t0hFt1y8pxNihdSEiIqK+UZKr7ZlEuAaYlRyGBrsDlQ02WdIy0qjD7pNVOFIZWMkqS6QBtd//Dmj0HWFm1ovyl97nn0ieG9D7heo9B/CXN9hk2bAqRwjgAGBrf/7WAKC4wohQQ8vl9/J6Kxo8lBhrq1KnoNbU9N4sK0lE1HXEd+vVq1ejLoB9sz8b88pQUOvKn+n5u/SCqSPlz061Hp1JHJOshhh0lXfW7ITB1HLdQhxiL8iIwYqcEr+vPT89GmEGnQwM6+i1DCIiIupcDA4jIiIiIiI6i9JalQ5yXSz2RpagWPJJhy6qxlkMGBMfhq2FldhVXN1ppSOiTFpEi9FXIiIiok4vyXX6pmYAq+/yEiCWMgNKgIPyExIjPU5XKWCpLSKiICG+W1ssljNezvmDLNhZVIlDFf4DzUTGSRHQ1VmhUjZtOBoNsegqIjDM2Crr18AIM+Ijw5FUZfOZETPcoEViVESXrRcRERF1TPfVLyEiIqI+b9WqVbj88suRlJQkL7588sknXvvkF7/4hWyzaNEit+llZWWYN28ewsLCEBERgVtvvRU1NTVubXbu3Inp06fDaDQiNTUVL730Up/veyLqucJCLJgyZWrAJSi8ZfXypriuEbuLq3Gsqr7TSkcMH38OZvRP7tB6EBERUfCW5OpJ1uQAdW2St8hcY/ETgB9/J8tsByLC6DmILEzt6NRSW4FgOS4iop5vZHw45g5MwLj4cEQYWpUkPgN2tbHpGOaFmLd+3F/QXcxaNYbHhcmfz0uLRkSrDJmtheo1ODc1utvWi4iIiPxj5jAiIiLqNqIkxqhRo7BgwQJcffXVXtt9/PHHWL9+vQwia0sEhhUUFOCbb76BzWbDLbfcgttvvx0ffPCBnF9VVYXZs2fjwgsvxJtvvoldu3bJ9xOBZKIdEVFPIwJhf/ihqZSF1eGUpYrEHcSRJh10ajWKaxvw3aF8v1nFvKm1OfyWkvRVOqJ/hCj/0LQcrVqF5BAjMmIjoVbzXiMiIqK+rrNKcq3JLUFJvd3jvBGxoegXeSqrS+Vx4L2hHtuJal7xTzX9bFWboNZZoIINDaEDEX7dl4ClaZA6M9yMfaXuNxi1lWgxeJ2X0Gpe21JbLqPiwpAR0X56RYMNa06Uwe70PNQ/ONqCrOjQdtNZjouIqHfQqFVIjzDLR1WjTZZe9LTHrwrJQnhNts9lOaDF0jl7oHY04KJvJ0Nnr3LLNuZUabB+7FsoiZ2G7iDee3a/uOZM5uL/CzJiUVZvxf7SGtTbHTBpNegfaUGcWc8ykkRERD0Mg8OIiIio21x88cXy4UteXh7uuecefPXVV7j00kvd5u3btw9ffvklNm3ahPHjx8tpf/zjH3HJJZfg5ZdflsFkS5YsgdVqxTvvvAO9Xo9hw4Zh+/bteOWVVxgcRkQ9vpSFGPaMbLoJt1mlU+1x0LEjfN1p7K90xLDkWITo+dWRiIiIuq4k1+zBFjicCjYXlKOk3iYD0jPDTTIoTNs6IN0yBEifCBRu8Lm89ZP/CV3aJIyIDUN8iNFtXr8IM45U1KHR4fT4WvHe4xK9l8FqXd67baktYUCkBcNOZVVpS3TTLIsFO09WorS+pRSXyGaWFRUiB9SJiCg4hBl0uCorETmVdVh7xD2IesPYtzBr1QyfpSV3DXkcTo1JPpZetB/mmqPIOvwnqB2NKEyYjbzESwFV52QoC4RJq4baQ83mKJMeU1Kium09iIiI6PTwCj8RERH1GE6nE/Pnz8fDDz8sg7raWrduncwA5goME0SGMJG9ZsOGDbjqqqtkm3PPPVcGhrnMmTMHL774IsrLyxEZGdluuY2NjfLhIrKPERH1FOJC69mSFGJkYBgRERF1W7aVickBDC7f8APwf2OB0l1em5w7fqbXgDWDtqnU1fr8clRb3bOVheg1mJIcBb0msAypIkNYuVMDh+JEqF6LzAgzIr2Uo3SJNOpwXlqMzChTY3VAp1Eh2qT3OOBORES9X0a4GWvbTKsJG4SNY/6Mc7bd1S5ATNzcdTR1Po70v81tel1IJraN+gPOFqO2+wLRiIiIqPOxDggRERH1GCKAS6vV4t577/U4v7CwEHFxcW7TRPuoqCg5z9UmPj7erY3ruatNW88//zzCw8ObH6mpqZ30GxERdc4FWDFQ2d3iLXpM8JE1g4j6DnGuNGHCBISGhspzsSuvvBLZ2e5lcBoaGnDXXXchOjoaISEhuOaaa1BUVOTW5vjx4zIzrCiPJpYjbgiw2z2XkSMi8kqtBW7eCdywFki7AAhJASIHAxe9G3CnhRq0mJUZi2kpURgcHSIf01OjMDszrkOB8aJ05LTUKBnsNTYhwm9gWNuMMkmhRsSaDQwMIyIKcrFmXbtpeclX4bM5B3AkbT4a9DFo1EWhIPYCfHX+Wmwf9SJ6msQ2mTiJiIiod2HmMCIiIuoRtmzZgtdeew1bt251K9PRHX7zm9/gwQcfdMscxgAxIupJzuniIC2LToNYsx5lqpbyRpOSo2QGDyKilStXysAvESAmgrkeeeQRzJ49G3v37m3OzPPAAw/g888/x4cffiiD7e+++25cffXVWLNmjZzvcDhkYFhCQgLWrl2LgoIC/PSnP4VOp8Nzzz3HTiaijkuaDFy7ouV5bS2AWzq0iDiLQT6IiIi60uDo0OafG+tbl5hUY/2AJwHxaK3OvQylJ0mhBhRUN8pMY53NfR0hM2qKDGhERETUezE4jIiIiHqE1atX4+TJk0hLS2ueJgYRH3roISxatAg5OTlyMFG0aU0MUJaVlcl5gvi/bZYK13NXm7YMBoN8EBH1VKGG9ncZdxaNSoUBkRaEGbTob+FXRCJq78svv3R7/t5778nMXyK4X5TzrqysxF//+ld88MEHuOCCC2Sbd999F0OGDMH69esxadIkfP311zKYbPny5TKr6+jRo/H0009j4cKF+O1vf+tWEpyIiIiIKJgYnC03Yi2YOhK9iUGjwtSUSBi0LEZFRETUm/HKPxEREfUI8+fPx4UXXug2bc6cOXL6Lbc03f09efJkVFRUyIHIcePGyWnffvstnE4nJk6c2Nzm0Ucfhc1mk5kohG+++QZZWVmIjIzs9t+LiKizzUi0wKE1QK9RwaDRwK4oOFpei4PldTCYTF6zL4oykXq1Gnk1DXAqgGglmjoUBTtOVsk2DQHcnUxEJILBBFHaWxDnZuLcq/W53ODBg2XQ/7p162RwmPh/xIgRbuW/xbneHXfcgT179mDMmDHtOraxsVE+Wmd3JSLyRlFacqfUyixiXaMrl01ERNSTjJs4GVcMy4BOw8AwIiKi3o7BYURERNRtampqcOjQoebnR48exfbt2+XAohg8jI6OdmsvgrtEti8R2CWI7BMXXXQRbrvtNrz55ptyEFKULLr++uuRlJQk29x444146qmncOutt8pMFLt375blKl999VX+pYkoKCQnJnqdN3jsBDyz5JN2AWJ6tQqTkiKhUauRUFmPbUUVsCtiEDWwAVYiIhcRlH///fdj6tSpGD58uJxWWFgoM39FRLiXwBWBYGKeq03rwDDXfNc8T55//nl5XkdEFIi6VkHubfc3REREZ1NsbGxzZQOz2ez2nX1DfhkKa6wBL2tIlAWDYlrKVDqcTnx+6OQZl5cUazSnXywMWk3ztLbrSkRERL0Xg8OIiIio22zevBnnn39+8/MHH3xQ/n/TTTfJ8kSBWLJkiQwImzlzJtRqNa655hq8/vrrzfPDw8Nl2aK77rpLZheLiYnBE088gdtvv70LfiMiou4hLsiKQIw1a9b4bLd/6yY01tfDaDY3T4s26TE5KUIGhpXWW7G5sCKgi8bfHj2JK0aEdMLaE1EwEedYIvj+hx9+6PL3+s1vftN8vujKHJaamtrl70tEFAhxbibO0YiChevmEGbqJOoaRqOx+WaL1kbHhGJ5TTGsIsW3H/FmPfpFmOBwONymX9o/FpWNNmw4USaXY1CrMD4pAkcr63CiuiUTrzcRBh3OSYyAVmQXb7Xs6urqDvyGFExcxwLeOEhEFDwYHEZERETdZsaMGR36QpmTk9Numsgy9sEHH/h83ciRI7F69erTWkciop5I3Kkr9mutM2K0LW/kypBxQUYMGtU6eddvrMUAU6u7frNLawK+m7jGrmBfSTWGtLojmYj6NhGgv3TpUqxatQopKSnN00WmV6vVKst/t84eJrIjiHmuNhs3bnRbnit7gqtNWwaDQT6IiM40K0tXYDYVCjauIBAGYhMRUetjg7gZm4iIej8GhxEREREREfUCYoDTYrH4bReq1yLB0j6Lhc3pRGGt/zuGW9tXWoPkUCPCDLoOvY6IgosI7r/nnnvw8ccf4/vvv0dmZqbbfJGtVZQDX7FihczqKmRnZ+P48eOYPHmyfC7+f/bZZ3Hy5EnExcXJad988w3CwsIwdOjQgNdDYEYTIupoVpauwGwqPQsznJy5pKQk5ObmIjQ0NKDgSldGT/EacTwn9ldn4vbFvuoq3LYQ8Hcvca4jjg1ERBQcGBxGRERERETUB9gDKFHhyZGKOoyO512iRH29lKTI3Prpp5/KAePCwkI5XdxBbjKZ5P+33nqrLAEpsryKAWIRTCYCwiZNmiTbzp49WwaBzZ8/Hy+99JJcxmOPPSaXHWh2MGY0ISKiQI4VzHByetRqtVtm0ECJ4z6Dw9hfXYXbF/uK29bZw+MpEVFwYXAYERERERFRH2DQqKFTq2DrYJBYZaOty9aJiHqHxYsXN5cIb+3dd9/FzTffLH9+9dVX5aCyyBzW2NiIOXPm4I033mhuq9FoZEnKO+64QwaNiUyIN910E373u991WUaTYMHsBuwrblf8/PUGZ3tfxQwnRERERERE3jE4jIiIiIiIqI9kDjud3GHqPhSAQUS+yzn6K+X25z//WT68SU9Px7Jly7o9o0mwYOYM9hW3K37+eoOzua9ihhMiIiIiIiLP1F6mExERERERURA5UlF7WqUlE0OMXbI+RERERETUe4my0E8++WTA5aH7OvYX+4vbVs/AzyIREfVVKiWQ2z+JiIiI+lg5DHHHcWVl5Vm745mIqCNqampkmTWhqKhIlmtra/nRk6i1OX0up7G+DgumjpQ/L9l6COGhIZidGQudhvcVEZ0pnl8Qt52ux88Z+4rb1NnDzx8REREREVHPxbKSREREREREvVxdXV3zz/Hx8Z2yTINGhSkpUQwMIyI6y5jdgH3F7Yqfv96A+yoiIiIiIqKei5nDiIiIiNrgHc9E1NucPHmy04LChHETJ2Pdmh8YGEbUiXh+QURERERERERERGcDM4cRERERERH1crGxsbKcpGA2m6FSqdq1yS6txv7SWp/LGZcQjpQwk9dlEBERERERERERERFR78LgMCIiIiIiol5OBHLFxcX5bDPcaEKxvQS1NofH+ZFGHQYmREPNoDAiIiIiIiIiIiIioqDB4DAiIiKiNhRFaS7/REQUTEaF67CjqA7F9dbmaSI/WGKIASPDTKiprj6r60cUzFznFa7zDCIiIiIiIiIiIqJuoRARERGRm9zcXDFqywf7gNsAtwFuA9wGuA1wG+j0bUCcZxARERH1BCtXrlQuu+wyJTExUZ6nfPzxx27z//vf/yqzZs1SoqKi5Pxt27a1W0Z9fb1y5513yjYWi0W5+uqrlcLCQrc2x44dUy655BLFZDIpsbGxyi9/+UvFZrMpwdRfVqtV+dWvfqUMHz5cMZvNss38+fOVvLw8t2WUlpYqN954oxIaGqqEh4crCxYsUKqrq93a7NixQ5k2bZpiMBiUlJQU5cUXX1SCcft68sknlaysLNlfERERysyZM5X169f3yf7y11et/fznP5dtXn311T7ZV4H010033dTue9icOXP6bH8REREJzBxGRERE1EZSUhJyc3MRGhoqS7X1dSLTSWpqquyTsLCws706PRr7in3F7Yqfwd6C+6vu7yuRMay6ulqeZxARERH1BLW1tRg1ahQWLFiAq6++2uP8adOm4brrrsNtt93mcRkPPPAAPv/8c3z44YcIDw/H3XffLZe1Zs0aOd/hcODSSy9FQkIC1q5di4KCAvz0pz+FTqfDc889h2Dpr7q6OmzduhWPP/64bFNeXo777rsPV1xxBTZv3tzcbt68ebIPvvnmG9hsNtxyyy24/fbb8cEHHzSfe86ePRsXXngh3nzzTezatUu+X0REhGwXTNvXoEGD8Kc//Qn9+vVDfX09Xn31Vfm7Hzp0CLGxsX2qv/z1lcvHH3+M9evXe/xO0Vf6KtD+uuiii/Duu+82PzcYDH22v4iIiCTGyBERERGRL5WVlfIOO/E/+ca+Chz7in3VFbhdsa+4XVFvITJltM1mIDJn9MUsLIE4ceKEMm/ePNkfRqNRZmXZtGlT83yn06k8/vjjSkJCgpwvMo8cOHCgw9kherv09HSPGQvFtiRwu2pit9uVxx57TMnIyJDbS79+/ZTf/e53cjty4TbVoqqqSrnvvvuUtLQ02V+TJ09WNm7cyL4KQr6yFR09etRj5rCKigpFp9MpH374YfO0ffv2ybbr1q2Tz5ctW6ao1Wq349jixYuVsLAwpbGxUemt/GV3EsRnRbQTx2xh79698nnrY9gXX3yhqFSq5gxjb7zxhhIZGenWNwsXLnQ7TwjW/nJ9n1u+fHmf7i9vfSXOh5KTk5Xdu3fLY37rzGF9ta8Eb5nD5s6d6/U1fbm/iIio71IzRo6IiIiIiIiIiKh7DRs2TGYrcD1++OEHtyws//vf/2QWlpUrVyI/P98tK4IrC4vVapVZWP72t7/hvffewxNPPBF0f0aReWXq1Kkyw8wXX3yBvXv34g9/+AMiIyOb27z00kt4/fXXZVaHDRs2wGKxYM6cOWhoaHDLDrFnzx6ZHWLp0qVYtWpV0GV92LRpk9s2JX5X4dprr5X/c7tq8uKLL2Lx4sUyW82+ffvkc7EN/fGPf2zuS25TLX72s5/Jben999+XWVNcWVTy8vLYV4QtW7bIjDtim3AZPHgw0tLSsG7dOvlc/D9ixAjEx8c3txH7aJGVR+yXg1llZaXMSC8yDbn6Qvw8fvz45jai79RqtTx+udqce+650Ov1bv2VnZ0tj4nBSpzTvP322zL7nMgIJbC/WjidTsyfPx8PP/ywPIdsi33V3vfff4+4uDhkZWXhjjvuQGlpKfuLiIj6NAaHERERERERERERdTOtVitLbLkeMTExzQPJf/3rX/HKK6/gggsuwLhx42RJHBEEJsoICV9//bUMkvr73/+O0aNH4+KLL8bTTz+NP//5z3JwNZiIwB1R2lX0wTnnnIPMzEwZnNK/f385XySMWLRoER577DHMnTsXI0eOxP/93//JgLpPPvlEthEBQF9++SX+3//7f5g4caIskSYCgf75z3/KdsFClOBqvU2JIDjRT+eddx63q1bEZ0lsKyLAMiMjAz/60Y/kNrVx40Y5n9tUC1Hm7b///a8MlhPBKgMGDMBvf/tb+b8IsGNfUWFhoQxicgU/uYhAMDFPEP+3DgxzzXfNC1YiQHnhwoW44YYbmkuTi99XBKu0PR+Iiorqs/0ljlUhISEwGo2yrKQIRnWdE7G/3M+HxLZy7733euxH9lX7kpLifHDFihWy78TNFuJ8Wdxgwf4iIqK+isFhREREROSTwWDAk08+Kf8n9lVn4XbFvuoK3K7YV9yuqDc5ePAgkpKS0K9fP5nV6vjx43I6s7C4++yzz2SGFZH9SgyojxkzBn/5y1+a5x89elQOiLbOWiOyjoggsNZZa/xlagk2IkhQBA8uWLBAZq3hdtViypQpcrD4wIED8vmOHTtk5j4xaCxwm2pht9vlQLoI2mjNZDLJPmNfEXkmsqldd911MoBSBFKSd+effz62b98uA3dFQI/ot5MnT7LLWhHH8Ndee01miRXHdPLv+uuvxxVXXCGzFl555ZUyCFFkWBXZxIiIiPoqBocRERERkd9gC3F3OIPD/GNfBY59xb7qCtyu2Ffcrqi3EIFLYoBPZLMSg8YiwGL69Omorq5mFpY2jhw5Ivto4MCB+Oqrr2RZIJE1Q5TSbJ1FxVOWldZZWPxlagk2ImtaRUUFbr75Zvmc2X1a/PrXv5aDxqL0nShXKgIO77//fhmk6eorgdsUEBoaismTJ8vMhCLLnggUE0GHIuBSlC5lX5HIUiiCUcX+prWioiI5TxD/i+dt57vmBWtg2LFjx2QWLFfWMNfv2zbwSQRhlpWV9dn+EqWgRTbCSZMmycyp4vgs/hfYX01Wr14ttxtRrlX0j3iI7euhhx6SGTDZV/6JmzFERrpDhw6xv4iIqM9icBgREREREREREVE3EhmKRCYsUQJxzpw5WLZsmRxY//e//82/QxtOpxNjx47Fc889J4N4br/9dtx2221488032Vc+iIF1sZ2J7HTkTnzOlixZgg8++ABbt26VgYYvv/xyc8AhuXv//fdl9qPk5GQZiP/666/LMnki8x6RKH0sgixFNj6X7OxsmQ1TBBYK4v9du3a5BUW5gqaGDh0alIFhIjvo8uXLER0d7TZf9IU43otMUC7ffvutPNaJwHFXm1WrVsllte6vrKwsREZGItiJvmhsbJQ/s7+azJ8/Hzt37pQZ1lwPcXx/+OGHZeA8+8q/EydOoLS0FImJiewvIiLqs/gNjoiIiIiIiIiI6CwSJQ8HDRoksxkwC4s7MYjXNnhgyJAhzWU4XVlUPGVZaZ2FxV+mlmAisomIoISf/exnzdO4XbUQg+mu7GGi3JQYdH/ggQfw/PPPN/eVwG2qSf/+/bFy5UrU1NQgNzcXGzdulEErIgsL+6r3E39XV7CJIDJZip9d+1ixnxTP9+7d2xz4JZ67ssaJMr633norHnzwQXz33Xcy6OmWW26RQT0iE5Qwe/ZsuR8XnzVRxlUEszz22GO46667el2Gcl/9JT4XP/rRj7B582YZgCoy7Yl+Eg+RXc11/BKlE0WQs/gsrVmzBnfffbfcH7mCeW+88Ubo9XrZr3v27MG//vUvWVJQ9HFv46u/amtr8cgjj2D9+vXyuCW2HVEKOS8vTwbQ97X+8tVXIshw+PDhbg8RlCn2wSJosK/1lb/+EvPEsV5sWzk5OTJ4de7cuTJDnbgpoy/2FxERkaQQERERERERERHRWVNdXa1ERkYqr732mlJRUaHodDrlP//5T/P8/fv3K+Iy3rp16+TzZcuWKWq1WikqKmpu89ZbbylhYWFKQ0ODEkxuuOEGZdq0aW7T7r//fmXy5MnyZ6fTqSQkJCgvv/xy8/zKykrFYDAo//jHP+TzvXv3yv7bvHlzc5uvvvpKUalUSl5enhJsnnzySdknNputeRq3qxZRUVHKG2+84dZnzz33nDJw4ED5M7cp38rKypTw8HC5z2Ff9X7fffed3D+2fdx0001y/rvvvutxvtjPuNTX1yt33nmnPI6ZzWblqquuUgoKCtzeJycnR7n44osVk8mkxMTEKA899JDbPioY+uvo0aMe54mHeJ1LaWmpPLaFhITI4/Ytt9wizwNa27Fjhzz2iWNZcnKy8sILLyi9ka/+EtuN2FaSkpIUvV6vJCYmKldccYWyceNGt2X0lf7y91lsKz09XXn11Vf7ZF/566+6ujpl9uzZSmxsrDynFn112223KYWFhX22v4iIiASV+IdxckRERERERERERN3jl7/8JS6//HKkp6cjPz8fTz75ZHNmltjYWNxxxx2y1OR7770ny27dc8898nVr166V/4tsJKNHj5aZDV566SWZlURkZBGZokT5xWCyadMmTJkyBU899ZQs1SWyO4gsD2+//TbmzZsn27z44ot44YUXZFnAzMxMPP7447L8kuhPo9Eo24gSiyITlChHKbK7iMw248ePl6UFg4koxyX6QJT9E33SGrerJjfffLPMrPbWW29h2LBh2LZtmyxXKjLWiG1J4DbVQmR5EkMIIjuNyG4osrGIz9Xq1atl5hr2FRERERERUc/HspJEREREfZRI1f+Tn/xEpqc3mUyypIoof+AiBgCeeOIJWcpHzL/wwgtx8OBBt2WIEhNiUE4MWopySCLVukjfHkwyMjKgUqnaPUQJDKGhoUH+LPoxJCQE11xzTbsSNCKt/aWXXgqz2Yy4uDg5oCJKGQUbMVAtBmPFgKTYZkQJmqefflpuSy7crlpUV1fj/vvvl4EBor/EwLcYAO/rfbVq1SoZMCECHsRn7ZNPPnGb31n9IoIGpk+fLgc3U1NTZXBFsPXVRx99JMv4iP2TmO8qudFaX9mH+eorESSycOFCeRy0WCyyzU9/+lMZsNMXtyvqHidOnJDBOyLYQgQ8ic+gKH0jAsOEV199FZdddpn8TJ577rmybJD4TLtoNBosXbpU/i9Kd4lzOrHd/u53vwu6P+GECRPw8ccf4x//+IcsoyTOLRYtWtQcGCb86le/kgF0IsBHtBefzS+//LI5MEwQJb4GDx6MmTNn4pJLLsG0adNkgFmwEUFPYr8tAp3a4nbV5I9//KMs/XbnnXfKslIiWPPnP/+53LZcuE21qKyslOcK4vMj9jPisyMCxkRgGPuKiIiIiIiod2DmMCIiIqI+qLy8HGPGjMH5558vMwiIgUgRXCGCecRDEHeAP//8824ZGHbt2tUuA0NBQYG8696VgUEMyAVTBobi4mIZ9OSye/duzJo1C9999x1mzJgh++/zzz+XmT3Cw8Nx9913Q61WY82aNW6ZPcSg7u9//3vZX2JQRWS8CLbMHuL3eeWVV+Q2I7IwiGBDsU08++yzuPfee2UbblctfvzjH8vtafHixTIY5e9//7sctBWfseTk5D7bV1988YX8/IwbNw5XX321DAi48sorm+d3Rr9UVVVh0KBBMrDsN7/5jXy9GEQXwQYisCBY+ur999/H0aNH5fYl9jkiM4rYH7XWV/ZhvvpKDHqLIAHxO40aNUoeI++77z75u7cOmu4r2xUREREREREREREFGVbXJCIiIup7Fi5cqEybNs3rfKfTqSQkJCi///3vm6dVVFQoBoNB+cc//iGf7927V6SDUjZt2tTc5osvvlBUKpWSl5enBKv77rtP6d+/v+wj0Sc6nU758MMPm+fv27dP9su6devk82XLlilqtVopLCxsbrN48WIlLCxMaWxsVILJpZdeqixYsMBt2tVXX63MmzdP/sztqkVdXZ2i0WiUpUuXuvXX2LFjlUcffZR9dYr4LH388cfN/dNZ29Abb7yhREZGun0GxX4xKytLCZa+au3o0aNy/rZt29ym99V9mK++ctm4caNsd+zYsT69XREREREREREREVHvx7KSRERERH3QZ599hvHjx+Paa6+VJcJEFrG//OUvzfNFppnCwkKZ/cRFZJSZOHEi1q1bJ5+L/0VZLbEcF9FeZJzZsGEDgpHVapXZnUQmGFGWbMuWLTJ7TOt+EuVW0tLS3PpJlCqLj49vbjNnzhyZYWbPnj0IJqIs4ooVK3DgwAH5fMeOHfjhhx9kth2B21ULUZJPZCVqXe5KEGUSRZ+xrzzrrH4RbUSZNr1e7/a5zM7Ollmj+gruw7wT2cTEfl5sSwK3KyIiIiIiIiIiIuqtGBxGRERE1AcdOXJElrIbOHAgvvrqK1lWTJT9E2XaBBF8IbQOaHI9d80T/4vAsta0Wi2ioqKa2wSbTz75BBUVFbj55pvlc/F7iuASV/CAt37y1I+uecHk17/+Na6//noZIKfT6WTQ4f3334958+bJ+dyuWoSGhmLy5Ml4+umnkZ+fLwPFROChCEARZevYV551Vr/0pc+lL9yHedbQ0ICFCxfihhtuQFhYWHNfcbsiIiIiIiIiIiKi3kh7tleAiIiIiLqf0+mUWXWee+45+VwE8ezevRtvvvkmbrrpJv5JvPjrX/8qs2AlJSWxjzz497//jSVLluCDDz7AsGHDsH37dhkcJvqL21V777//vsxCl5ycDI1Gg7Fjx8pgFJHNiYjODpEN8rrrroOoPimCqImIiIiIiIiIiIh6O2YOIyIiIuqDEhMTMXToULdpQ4YMwfHjx+XPCQkJ8v+ioiK3NuK5a574/+TJk+1K5ZWVlTW3CSbHjh3D8uXL8bOf/ax5mvg9RalJkU3MVz956kfXvGDy8MMPN2cPE6U058+fjwceeADPP/+8nM/tyl3//v2xcuVK1NTUIDc3Fxs3bpSBKf369WNfedFZ21Bf+lz6wn2Y58Awsb//5ptvmrOGufqK2xURERERERERERH1RgwOIyIiIuqDpk6diuzsbLdpBw4cQHp6uvw5MzNTDoSvWLGieX5VVRU2bNggS+EJ4n8RFNU6y9G3334rs5JNnDgRwebdd9+VJcUuvfTS5mnjxo2T5RNb95PoVxFk17qfdu3a5RZU4Ao6aBug19vV1dVBrXb/iiEyYoltQuB25ZnFYpEBm+Xl5bLM69y5c9lXXnTWNiTarFq1SgYDtf5cZmVlITIyEn0F92HtA8MOHjwoA4Gjo6Pd+orbFREREREREREREfVWLCtJRERE1AeJbE5TpkyRZSXFYLjIWPT222/Lh6BSqWQ5wGeeeQYDBw6UARmPP/64LA945ZVXNmcau+iii3DbbbfJcpRiYP3uu++WWaOCreyiCCoRwWGiNKJW23IKHR4ejltvvRUPPvggoqKiZMDXPffcI4MIJk2aJNvMnj1bBoGJLFovvfQSCgsL8dhjj+Guu+6CwWBAMLn88svx7LPPIi0tTZaV3LZtG1555RVZOlHgduVOBIKJ0nUiIOnQoUMy89rgwYNxyy239Om+EpnURH+4HD16VJYoFZ8xsW11Rr/ceOONeOqpp+Tnd+HChbKs7muvvYZXX30VwdRXIluaCFbNz8+X811BwSLATjz60j7MV1+J4Mwf/ehH2Lp1K5YuXQqHwyF/T0HM1+v1fWq7IiIiIiIiIiIioiCjEBEREVGf9L///U8ZPny4YjAYlMGDBytvv/2223yn06k8/vjjSnx8vGwzc+ZMJTs7261NaWmpcsMNNyghISFKWFiYcssttyjV1dVKsPnqq68Ucerc9vcX6uvrlTvvvFOJjIxUzGazctVVVykFBQVubXJycpSLL75YMZlMSkxMjPLQQw8pNptNCTZVVVXKfffdp6SlpSlGo1Hp16+f8uijjyqNjY3NbbhdtfjXv/4l+0iv1ysJCQnKXXfdpVRUVPT5vvruu+/k563t46abburUbWjHjh3KtGnT5DKSk5OVF154QQm2vnr33Xc9zn/yySf73D7MV18dPXrU4zzxEK/ra9sVERERERERERERBReV+OdsB6gREREREREREREREREREXW34uJijBgxAvfeey8eeeQROW3t2rWYMWMGvvjiC8ycOZN/FCIiIurVGBxGRERERERERERERERERH3WsmXLcOWVV8qgsKysLIwePRpz587FK6+8crZXjYiIiOiMqc98EURERERERERERETUHZlNEhIS8NxzzzVPE4PYer0eK1as4B+AiIjoNF1yySW47bbbMG/ePPziF7+AxWLB888/z/4kIiKioMDMYURERERERERERES9BDObEBERdY36+noMHz4cubm52LJliyw1SURERBQMtGd7BYiIiIiIiIiIiIio45lNxo8fz8wmREREneTw4cPIz8+H0+lETk4Og8OIiIgoaDBzGBEREREREREREVEvwswmREREnctqteKcc87B6NGjkZWVhUWLFmHXrl2Ii4tjVxMREVGvpz7bK0BEREREREREREREp5/ZhIiIiM7Mo48+isrKSrz++utYuHAhBg0ahAULFrBbiYiIKCgwcxgRERERERERERFRL8HMJkRERJ3r+++/x6xZs/Ddd99h2rRpcpoIvh41ahReeOEF3HHHHexyIiIi6tUYHEZERERERERERETUSzz88MP4z3/+gx07diAkJATnnXcewsPDsXTp0rO9akRERERERETUA7GsJBEREREREREREVEvyWyyaNEivP/++wgLC4NarZY/r169GosXLz7bq0dEREREREREPRAzhxEREREREREREREREREREREREQUhZg4jIiIiIiIiIiIiIiIiIiIiIiIKQgwOIyIiIiIi6oDi4mIkJCTgueeea562du1a6PV6rFixgn1JREREREREREREREQ9BstKEhERERERddCyZctw5ZVXyqCwrKwsjB49GnPnzsUrr7zCviQiIiIiIiIiIiIioh6DwWFERERERESn4a677sLy5csxfvx47Nq1C5s2bYLBYGBfEhERERERERERERFRj8HgMCIiIiIiotNQX1+P4cOHIzc3F1u2bMGIESPYj0RERERERERERERE1KOoz/YKEBERERER9UaHDx9Gfn4+nE4ncnJyzvbqEBERERERERERERERtcPMYURERERERB1ktVpxzjnnYPTo0cjKysKiRYtkacm4uDj2JRERERERERERERER9RgMDiMiIiIiIuqghx9+GP/5z3+wY8cOhISE4LzzzkN4eDiWLl3KviQiIiIiIiIiIiIioh6DZSWJiIiIiIg64Pvvv5eZwt5//32EhYVBrVbLn1evXo3FixezL4mIiIiIiIiIiIiIqMdg5jAiIiIiIiIiIiIiIiIiIiIiIqIgxMxhREREREREREREREREREREREREQYjBYUREREREREREREREREREREREREGIwWFERERERERERERERERERERERERBiMFhREREREREREREREREREREREREQYjBYUREREREREREREREREREREREREGIwWFERERERERERERERERERERERERBiMFhREREREREREREREREREREREREQYjBYUREREREREREREREREREREREREGIwWFERERERERERERERERERERERERBiMFhREREREREREREREREREREREREQYjBYURERERERERERERERERERERERAg+/x+l+rXqqp6oPgAAAABJRU5ErkJggg==", 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot distribution of single transcripts\n", "pt.pl.cells_in_grid(1,\n", " 4,\n", " adata,\n", " genes=gene_subset,\n", " cell_list=random_cells,\n", " cell_boundaries=cell_boundaries,\n", " nucleus_boundaries=nucleus_boundaries,\n", " hue='gene set',\n", " plot_type='scatter',\n", " )\n", "\n", "# plot transcript density of gene set\n", "pt.pl.cells_in_grid(1,\n", " 4,\n", " adata,\n", " genes=gene_subset,\n", " cell_list=random_cells,\n", " cell_boundaries=cell_boundaries,\n", " nucleus_boundaries=nucleus_boundaries,\n", " hue='gene set',\n", " plot_type='histogram_relative',\n", " )" ] }, { "cell_type": "code", "execution_count": 33, "id": "7ee5b4de", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Computing CLQs for gene set:\n", "['AGO3', 'ARL10', 'BUB3', 'FZD5', 'MCF2L', 'NKTR', 'POLQ', 'RAD51D', 'RNF152', 'RP4-671O14.6', 'SRRM2', 'STARD9', 'TMOD2', 'UMPS', 'XKR5', 'YIPF4', 'ZBTB43']\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "cells: 100%|██████████| 3/3 [00:04<00:00, 1.38s/it]\n", "cells: 100%|██████████| 9/9 [00:08<00:00, 1.00it/s]\n", "cells: 100%|██████████| 9/9 [00:09<00:00, 1.06s/it]\n", "cells: 100%|██████████| 9/9 [00:14<00:00, 1.62s/it]\n", "cells: 100%|██████████| 9/9 [00:16<00:00, 1.84s/it]\n", "cells: 100%|██████████| 9/9 [00:18<00:00, 2.10s/it]\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# compute CLQs for each cluster for random cells\n", "gene_subset = cluster_gene_sets_subset[subcluster]\n", "\n", "print(f'Computing CLQs for gene set:\\n{gene_subset}')\n", "clqs, clqs_adjusted, clqs_permuted = pt.cell_score.clq(adata,\n", " genes=gene_subset,\n", " graph=None,\n", " n_neighbors=n_neighbors,\n", " radius=radius,\n", " n_permutations=100,\n", " seed=RANDOM_SEED, \n", " use_obs=True,\n", " n_processes=5,\n", " z_key=None\n", " )\n", "\n", "plt.hist(clqs_adjusted.values(), bins=30)\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "pytrance", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.13" } }, "nbformat": 4, "nbformat_minor": 5 }