{ "cells": [ { "cell_type": "markdown", "id": "c3d9578e-7526-4a58-b399-3402ce525e47", "metadata": {}, "source": [ "# Naive CD4 T cell subclustering and markers\n", "\n", "In this notebook, we use marker gene detection to select clusters that contain Naive T cells, then subset our dataset and perform a round of iterative clustering.\n", "\n", "The outputs of this analysis are used by our domain experts to assign cell type identities to our reference. " ] }, { "cell_type": "markdown", "id": "b18d5c96-9119-4785-bed6-ccada92b66d2", "metadata": {}, "source": [ "## Load packages" ] }, { "cell_type": "code", "execution_count": 1, "id": "f1712a90-fa7c-4736-82f9-e66e1c055204", "metadata": { "tags": [] }, "outputs": [], "source": [ "import warnings\n", "warnings.simplefilter(action='ignore', category=FutureWarning)\n", "\n", "import concurrent.futures\n", "from concurrent.futures import ProcessPoolExecutor\n", "import copy\n", "from datetime import date\n", "import hisepy\n", "import os\n", "import pandas as pd \n", "import re\n", "import scanpy as sc\n", "import scanpy.external as sce" ] }, { "cell_type": "markdown", "id": "0b2b992b-131e-4bf4-b503-1a1bf728f8ba", "metadata": {}, "source": [ "## Helper functions\n", "\n", "These functions will help with subsetting and performing leiden clustering at multiple resolutions in parallel.\n", "\n", "`select_clusters_by_gene_frac()` allows us to compute the fraction of cells in each cluster that express the provided gene (> 0 UMIs). This fraction is provided by `scanpy`'s dotplot function, which calculates these fractions for use in display. We then filter clusters based on the cutoff provided as a parameter to this function." ] }, { "cell_type": "code", "execution_count": 2, "id": "d01e3d42-c0f4-44f6-becf-92708c42ccbf", "metadata": { "tags": [] }, "outputs": [], "source": [ "def select_clusters_by_gene_frac(adata, gene, cutoff, clusters = 'leiden'):\n", " gene_cl_frac = sc.pl.dotplot(\n", " adata, \n", " groupby = clusters,\n", " var_names = gene,\n", " return_fig = True\n", " ).dot_size_df\n", "\n", " select_cl = gene_cl_frac.index[gene_cl_frac[gene] > cutoff].tolist()\n", "\n", " return select_cl" ] }, { "cell_type": "markdown", "id": "215a6050-26e6-4eb8-bafb-097d9bb7aae6", "metadata": {}, "source": [ "## Read full dataset from HISE" ] }, { "cell_type": "code", "execution_count": 3, "id": "ce51fff7-f097-46a4-b3a9-4e5466a2f8e8", "metadata": {}, "outputs": [], "source": [ "cell_class = 't-cd4-naive'" ] }, { "cell_type": "code", "execution_count": 4, "id": "fd31898d-1632-46b7-be93-96cc1013bfa3", "metadata": {}, "outputs": [], "source": [ "h5ad_uuid = 'd6ebc576-34ea-4394-a569-e35e16f20253'\n", "h5ad_path = '/home/jupyter/cache/{u}'.format(u = h5ad_uuid)" ] }, { "cell_type": "code", "execution_count": 5, "id": "5c9e19d4-0499-4306-be54-3d4a126c1697", "metadata": {}, "outputs": [], "source": [ "if not os.path.isdir(h5ad_path):\n", " hise_res = hisepy.reader.cache_files([h5ad_uuid])" ] }, { "cell_type": "code", "execution_count": 6, "id": "8aae664a-fc23-4099-b23a-841ccf9d22f0", "metadata": {}, "outputs": [], "source": [ "h5ad_filename = os.listdir(h5ad_path)[0]\n", "h5ad_file = '{p}/{f}'.format(p = h5ad_path, f = h5ad_filename)" ] }, { "cell_type": "code", "execution_count": 7, "id": "aab78ec3-4e68-49a0-880f-2131e757812c", "metadata": { "tags": [] }, "outputs": [], "source": [ "adata = sc.read_h5ad(h5ad_file)" ] }, { "cell_type": "code", "execution_count": 8, "id": "ad58bc0c-412c-42c7-a267-8d14ffb9a094", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 1191327 × 1487\n", " obs: 'barcodes', 'batch_id', 'cell_name', 'cell_uuid', 'chip_id', 'hto_barcode', 'hto_category', 'n_genes', 'n_mito_umis', 'n_reads', 'n_umis', 'original_barcodes', 'pbmc_sample_id', 'pool_id', 'well_id', 'sample.sampleKitGuid', 'cohort.cohortGuid', 'subject.subjectGuid', 'subject.biologicalSex', 'subject.race', 'subject.ethnicity', 'subject.birthYear', 'sample.visitName', 'sample.drawDate', 'file.id', 'subject.cmv', 'subject.bmi', 'celltypist.low', 'seurat.l1', 'seurat.l1.score', 'seurat.l2', 'seurat.l2.score', 'seurat.l2.5', 'seurat.l2.5.score', 'seurat.l3', 'seurat.l3.score', 'predicted_doublet', 'doublet_score', 'n_genes_by_counts', 'log1p_n_genes_by_counts', 'total_counts', 'log1p_total_counts', 'pct_counts_in_top_50_genes', 'pct_counts_in_top_100_genes', 'pct_counts_in_top_200_genes', 'pct_counts_in_top_500_genes', 'total_counts_mito', 'log1p_total_counts_mito', 'pct_counts_mito', 'leiden', 'leiden_resolution_1', 'leiden_resolution_1.5', 'leiden_resolution_2'\n", " var: 'mito', 'n_cells_by_counts', 'mean_counts', 'log1p_mean_counts', 'pct_dropout_by_counts', 'total_counts', 'log1p_total_counts', 'highly_variable', 'means', 'dispersions', 'dispersions_norm', 'mean', 'std'\n", " uns: 'celltypist.low_colors', 'hvg', 'leiden', 'leiden_colors', 'log1p', 'neighbors', 'pca', 'seurat.l2.5_colors', 'umap'\n", " obsm: 'X_pca', 'X_pca_harmony', 'X_umap'\n", " varm: 'PCs'\n", " obsp: 'connectivities', 'distances'" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "adata" ] }, { "cell_type": "markdown", "id": "ee048c77-b7fa-40d0-a5f5-11fd202a7af8", "metadata": {}, "source": [ "## Plot major T cell class markers\n", "\n", "To get an overview of cluster identity, we'll use a set of marker genes that are expressed in major classes of T cell types:" ] }, { "cell_type": "code", "execution_count": 9, "id": "52a64e22-c3f8-4c24-9cc4-6986b6eb1215", "metadata": {}, "outputs": [], "source": [ "markers = [\n", " 'CD4', # CD4 T cells\n", " 'CD8A', # CD8 T cells\n", " 'FHIT', # Higher in CD4 Naive\n", " 'IKZF2', # Helios; Treg\n", " 'LGALS3', # Double-Negative\n", " 'SLC4A10', # MAIT\n", " 'TRDC' # Gamma-Delta\n", "]" ] }, { "cell_type": "code", "execution_count": 10, "id": "411e9043-da03-4764-9b1b-967b44717f6e", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/conda/lib/python3.10/site-packages/scanpy/plotting/_dotplot.py:747: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap', 'norm' will be ignored\n", " dot_ax.scatter(x, y, **kwds)\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pl.dotplot(\n", " adata, \n", " groupby = 'leiden_resolution_1.5',\n", " var_names = markers,\n", " swap_axes = True\n", ")" ] }, { "cell_type": "markdown", "id": "6a72de3e-140c-4e3c-816f-9249d310f564", "metadata": {}, "source": [ "## Select clusters to retain\n", "\n", "To select clusters, we'll use `select_clusters_by_gene_frac()` to select clusters for our desired cell type. We can also select clusters that express off-target genes (like HBB and PPBP), and use these to filter our list of clusters." ] }, { "cell_type": "code", "execution_count": 11, "id": "fdfbab17-765a-48f0-b32a-238e9969186d", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/conda/lib/python3.10/site-packages/scanpy/plotting/_tools/scatterplots.py:394: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pl.umap(adata, color = 'leiden_resolution_1.5', legend_loc = 'on data')" ] }, { "cell_type": "code", "execution_count": 12, "id": "53ac50c6-a425-4827-8579-fbdc4dddd8f5", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/conda/lib/python3.10/site-packages/scanpy/plotting/_tools/scatterplots.py:394: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fhit_pos_cl = select_clusters_by_gene_frac(\n", " adata, gene = 'FHIT', cutoff = 0.3, clusters = 'leiden_resolution_1.5'\n", ")\n", "sc.pl.umap(adata, color = 'leiden_resolution_1.5', groups = fhit_pos_cl)" ] }, { "cell_type": "code", "execution_count": 13, "id": "3c027e01-8a0d-4870-b442-608ce08c6d55", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/conda/lib/python3.10/site-packages/scanpy/plotting/_tools/scatterplots.py:394: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mki67_pos_cl = select_clusters_by_gene_frac(\n", " adata, gene = 'MKI67', cutoff = 0.4, clusters = 'leiden_resolution_1.5'\n", ")\n", "sc.pl.umap(adata, color = 'leiden_resolution_1.5', groups = mki67_pos_cl)" ] }, { "cell_type": "markdown", "id": "95cef90e-0868-4f15-8ba4-459540e9a20c", "metadata": {}, "source": [ "## Select clusters and subset data\n", "\n", "Here, we use Python's `set` class to keep the clusters we want, and remove off-target hits." ] }, { "cell_type": "code", "execution_count": 14, "id": "b332cc49-eefc-4758-937a-7c7f00e4d400", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['0', '1', '16', '17', '19', '3']" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "keep_cl = fhit_pos_cl\n", "keep_cl.sort()\n", "keep_cl" ] }, { "cell_type": "markdown", "id": "c0d18382-dda1-419e-b4e3-09f8cd5f84f2", "metadata": {}, "source": [ "Now, we can filter the dataset to get the subset we're after." ] }, { "cell_type": "code", "execution_count": 15, "id": "1f90d9cf-52d6-4bd8-9705-dcf0c12c3445", "metadata": { "tags": [] }, "outputs": [], "source": [ "adata_subset = adata[adata.obs['leiden_resolution_1.5'].isin(keep_cl)]" ] }, { "cell_type": "code", "execution_count": 16, "id": "e6112150-52d0-4308-bc18-d6a016bff765", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(379659, 1487)" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "adata_subset.shape" ] }, { "cell_type": "markdown", "id": "b21de900-0f3a-4e0b-a740-411a0f24da40", "metadata": {}, "source": [ "## Normalize and harmonize subset\n", "\n", "As in the original analysis of this dataset, we'll need to normalize, select marker genes, and run Harmony to integrate across our cohorts.\n", "\n", "It's important that we redo this step for our subset, as gene variability may differ when computed within our subset of cells rather than across the entire set of PBMCs. This key feature selection step will affect our ability to cluster and identify cell types, so we do this iteratively for the subset we're using now." ] }, { "cell_type": "markdown", "id": "03b5238b-ab38-49b7-bbae-37ca5e4aac48", "metadata": {}, "source": [ "We previously stored raw counts in `adata.raw` - we can now recover these original count data for analysis of the selected cells:" ] }, { "cell_type": "code", "execution_count": 17, "id": "92039b6a-8857-4cd0-b1bd-ab403d870c9b", "metadata": { "tags": [] }, "outputs": [], "source": [ "adata_subset = adata_subset.raw.to_adata()" ] }, { "cell_type": "code", "execution_count": 18, "id": "caab2695-f02f-4eb4-8a73-5d38d0dc9953", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(379659, 33538)" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "adata_subset.shape" ] }, { "cell_type": "code", "execution_count": 19, "id": "1caf26f6-d7d1-44e9-9c29-ce6017808b49", "metadata": { "tags": [] }, "outputs": [], "source": [ "adata_subset.raw = adata_subset" ] }, { "cell_type": "code", "execution_count": 20, "id": "982cbf10-4642-4975-a64f-acbc45786894", "metadata": { "tags": [] }, "outputs": [], "source": [ "sc.pp.normalize_total(adata_subset, target_sum=1e4)" ] }, { "cell_type": "code", "execution_count": 21, "id": "a58df468-2c79-4130-a312-a609818a0fca", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "WARNING: adata.X seems to be already log-transformed.\n" ] } ], "source": [ "sc.pp.log1p(adata_subset)\n", "sc.pp.highly_variable_genes(adata_subset)\n", "adata_subset = adata_subset[:, adata_subset.var_names[adata_subset.var['highly_variable']]]" ] }, { "cell_type": "code", "execution_count": 22, "id": "21c0b089-e1f7-455d-9a22-f83fc6012b35", "metadata": { "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/conda/lib/python3.10/site-packages/scanpy/preprocessing/_simple.py:843: UserWarning: Received a view of an AnnData. Making a copy.\n", " view_to_actual(adata)\n" ] } ], "source": [ "sc.pp.scale(adata_subset)" ] }, { "cell_type": "code", "execution_count": 23, "id": "66ef0c55-4a33-41e2-bdf9-0df07e0449d9", "metadata": { "tags": [] }, "outputs": [], "source": [ "sc.tl.pca(adata_subset, svd_solver='arpack')" ] }, { "cell_type": "code", "execution_count": 24, "id": "23d33666-1351-4be1-9cc8-27bd306bd14b", "metadata": { "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-02-27 01:29:50,092 - harmonypy - INFO - Computing initial centroids with sklearn.KMeans...\n", "2024-02-27 01:32:47,370 - harmonypy - INFO - sklearn.KMeans initialization complete.\n", "2024-02-27 01:32:49,192 - harmonypy - INFO - Iteration 1 of 30\n", "2024-02-27 01:36:07,632 - harmonypy - INFO - Iteration 2 of 30\n", "2024-02-27 01:39:29,262 - harmonypy - INFO - Iteration 3 of 30\n", "2024-02-27 01:42:56,644 - harmonypy - INFO - Iteration 4 of 30\n", "2024-02-27 01:44:46,457 - harmonypy - INFO - Iteration 5 of 30\n", "2024-02-27 01:46:00,958 - harmonypy - INFO - Iteration 6 of 30\n", "2024-02-27 01:47:20,500 - harmonypy - INFO - Iteration 7 of 30\n", "2024-02-27 01:48:35,100 - harmonypy - INFO - Iteration 8 of 30\n", "2024-02-27 01:49:46,189 - harmonypy - INFO - Iteration 9 of 30\n", "2024-02-27 01:50:50,436 - harmonypy - INFO - Iteration 10 of 30\n", "2024-02-27 01:51:59,057 - harmonypy - INFO - Iteration 11 of 30\n", "2024-02-27 01:53:09,222 - harmonypy - INFO - Converged after 11 iterations\n" ] } ], "source": [ "sce.pp.harmony_integrate(\n", " adata_subset, \n", " 'cohort.cohortGuid',\n", " max_iter_harmony = 30)" ] }, { "cell_type": "code", "execution_count": 25, "id": "699af738-90a1-4226-b62d-a06db232679c", "metadata": { "tags": [] }, "outputs": [], "source": [ "sc.pp.neighbors(\n", " adata_subset, \n", " n_neighbors = 50,\n", " use_rep = 'X_pca_harmony', \n", " n_pcs = 30)" ] }, { "cell_type": "code", "execution_count": 26, "id": "4e6f833b-9e8c-41ee-9a79-71fd1414abaf", "metadata": { "tags": [] }, "outputs": [], "source": [ "sc.tl.umap(adata_subset, min_dist = 0.05)" ] }, { "cell_type": "code", "execution_count": 27, "id": "6951ac70-1dc0-410b-a270-9d7fef296c39", "metadata": { "tags": [] }, "outputs": [], "source": [ "out_dir = 'output'\n", "if not os.path.isdir(out_dir):\n", " os.makedirs(out_dir)" ] }, { "cell_type": "code", "execution_count": 28, "id": "4da77eb6-0734-4a13-a5b4-77f5acdeb9a0", "metadata": { "scrolled": true, "tags": [] }, "outputs": [], "source": [ "subset_h5ad = 'output/ref_pbmc_{c}_subset_{d}.h5ad'.format(c = cell_class, d = date.today())\n", "adata_subset.write_h5ad(subset_h5ad)" ] }, { "cell_type": "markdown", "id": "c752e2ce-149a-4216-b0bc-ec61d1b11b5e", "metadata": {}, "source": [ "## Recluster for iterative annotation." ] }, { "cell_type": "code", "execution_count": 29, "id": "7371a4ec-314a-46dd-8eeb-df2a2279f3fb", "metadata": { "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "IOStream.flush timed out\n", "IOStream.flush timed out\n", "IOStream.flush timed out\n", "IOStream.flush timed out\n", "IOStream.flush timed out\n", "IOStream.flush timed out\n", "IOStream.flush timed out\n", "IOStream.flush timed out\n", "IOStream.flush timed out\n", "IOStream.flush timed out\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 2h 23min 47s, sys: 2min 45s, total: 2h 26min 32s\n", "Wall time: 2h 25min 41s\n" ] } ], "source": [ "%%time\n", "sc.tl.leiden(\n", " adata_subset, \n", " resolution = 1.5, \n", " key_added = 'leiden_resolution_1.5_t-cd4-naive'\n", ")" ] }, { "cell_type": "code", "execution_count": 77, "id": "dcc077c5-f127-40d6-b6ae-779b3cda04dd", "metadata": { "scrolled": true, "tags": [] }, "outputs": [], "source": [ "clustered_h5ad = 'output/ref_pbmc_{c}_subclustered_{d}.h5ad'.format(c = cell_class, d = date.today())\n", "adata_subset.write_h5ad(clustered_h5ad)" ] }, { "cell_type": "markdown", "id": "83589686-e888-4af0-b6ec-2b7be0605a3f", "metadata": {}, "source": [ "## Plot reference labels and clustering\n", "\n", "Now that we've clustered, it's helpful to plot reference labels and clusters on our UMAP projection to see how they fall relative to each other." ] }, { "cell_type": "code", "execution_count": 31, "id": "8c9cbf9d-181d-4af1-8617-18bfd01c833f", "metadata": { "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/conda/lib/python3.10/site-packages/scanpy/plotting/_tools/scatterplots.py:394: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pl.umap(\n", " adata_subset, \n", " color = ['seurat.l2.5'], \n", " size = 2,\n", " show = False,\n", " ncols = 1 ,\n", " frameon = False\n", ")" ] }, { "cell_type": "code", "execution_count": 32, "id": "2a4bd40d-b3ec-4f5d-b727-d37823b0e526", "metadata": { "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/conda/lib/python3.10/site-packages/scanpy/plotting/_tools/scatterplots.py:394: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pl.umap(\n", " adata_subset, \n", " color = ['celltypist.low'], \n", " size = 2,\n", " show = False,\n", " ncols = 1 ,\n", " frameon = False\n", ")" ] }, { "cell_type": "markdown", "id": "d3b5ee62-78d5-4bd6-8bb1-fdc9ad1368d4", "metadata": {}, "source": [ "CMV status is also helpful to view, as CMV can drive expansion of some cell types." ] }, { "cell_type": "code", "execution_count": 33, "id": "6ffb79a9-30d4-4439-bc3a-846ea125195b", "metadata": { "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/conda/lib/python3.10/site-packages/scanpy/plotting/_tools/scatterplots.py:394: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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0Hl3BifJGbJrKoKQgOoT7oKq/kEQpCvhG/meHMQQNrTq3DmtLq9NgycFivJ3VjN0yjfvrZ1B7/U6uue4OogM8uWFwwhn7X5QSSWyQJzSWUVZWikVVTo0L/GdWpZb9R3FKkiRJ0tkikz3p3KsrgBX3gWqhxqWRVdGEoij0jAtkWPvQf75vx8n/0aE8bBqz+8Wd+v0vl3cnqWgx+0RHToiYM7ptT2kohbVP/W05cSTr60LJq2r56/p//nBGcV3rfxSnJEmSJJ0tcsze78yq1DJGdgzFqp3/efgbX86jR4wfw0aO/58c79ov9vDp1b3R/tpSuPRgMS1Og5RgqMk/yvqGKJ6e2u3ndxbiZELnF/Xz65fejmv8a6w7Ucf4LhG/zQeQJEmSpP/C+Z9R/ME0tLowf8P8O7W4nqomx29W/9+787uDZ5Q9+UMq98w7SFFtC0pQIgP7D/qfxALwweyepxI9gKndo9iRXUWY1kCUtZEOkf/k/baKcnqi11AK+7/82/LU9yioNzhe1nj2A5ckSZKkX0G27F1gtuzeQ3Lp97T2uJma0lyikgdyxWe7MHTBwlsH4O9p+6/qNU2BgNOSqYoGOwFeNt7fmI2mCFJiA4jy9yAh5Be6Sn9DdpeBTVPPGP9nmgK1pRKayiG8C5gmmC6wuJ1Rx/GyBtqF/nUMobMZKo5DdM9T6zPKGqlucjAgqBm8Q8Hq8Zt/LkmSJEn6V2TL3u9Iq9Pglm/2/+p68qqaT7454q9qmp2QuZbGD8fwU5aOkb2JEz+8QuOmtyn7eAaJ5WsYkBiE2PjiyR1KDlKTsZ3W4lSoLz698soTJxOif7AytYz3Vuzl7u8O4HAZ2F0GhbWtbDlRyYz6L7jdZyuD7Zv/d4lezmbY++mpxc+25bI3r+aMzVRVweURTLV3u5MFeVt/8QnfFUfLaHToJxdsXqclegDtw3344VAJVYeWQU3u2fkckiRJkvQryZa9c2BVahndYvwJ93M/Y12r08DD9q+f7vxn7ph7gCndItmcUcmd6kJey4lllvkTq/1n8nGmPyfcr6LE9MNXaeUzZTp3MoelxiDqe93DiAF9+fr7n3A013F9v3CS4tuwujac6OodJPcZBTv+AtF9oCoDBtx56pguw2TlK7P5wLyIRI8WBnWMoV+MJx8vXcvQXimMGX8xAEeL6tmaVcltwxJ/1Wf8l3THyR9333+62f78WpYdKSHCz52bhrT9VYcUQrDiaCmjOoXhZvl111CSJEmSzhbLuQ7gQuTnYcVm+flGVQ+bBi01sP0tGP3sv66stZZHF+5n+tAe9PSuhbSlXNX/GnZ/fj+b1IlMCswhrTIML0smWs1G/mLJ52vXCKLUSnYEX85N9W/jdFnwVJ20OfQkx1MjyfS7iThHAVVZxSyoiKWsIYf7tY2I+GiUHlfz6WEHI9p2pT4zH23JTbwT9hx+Hjaq/a7gDm07vVu3EdrrYx5YeJD2PUYR273rqXA7RvgQE/jruzeFEP98XjuL2892xf7jfinRfpTVtzKkXcivjskUsDunhqomJ1cPiP/V9UmSJEnS2SBb9n4j2SXVeHt7EZb7AwQnQtRfu/yaq6Bo/8nB/uG/8EouIaA2FwLaUFjbSqS/x2lj4f6ekb2ZLYfSKY8aw2WeeyF9GTXJV3L793mExrXj7pybyTPDUBAE0kCkUk2w0sjTrtl0tFXgbtUIs+cQr1SwznMyY+0/8omYTqnuxXP+K2gWNp73eIgAZwkpjZsZlehDXszFfJfazJDKObxlH8cwNZVvzVHMD5vLEbcepAwYR+cuKWirHkQd9KdffoL1vz23lU18ti2XFy/u8h/v+8j3R7lxcJvTupOXHyllYGLQfz1e8feq1XmyK99Dccrxg5IkSRcwmez9FhyNfPH2k2zwm8orY8OJDAujzOnOnN353NehFspSweYJ3WZhmoJWl8Grq47zzJS/JX8VZYWoKx/k6+hnmNUn9vQu38Yy8AxmT0E9zy9Lo2/jGmY7F+IwBULzoq3IpkSE8qJ2K3e4PsNEI1hrYrmrNyO1A3irrThMG2FKLXlKNPmEEEUFua4QBmrHme18FB2FD61v4qk40YXCYZFAgNJEpFLDdqMTwUo9A9TjGCjUCB/u8XqNG8b3ISbQiyaHTnFdK740M65Xh18+T7s+gN43gGY9vfzYEug4BdTffkhpcV0rb649wWuXpPzmx/pfm/HBDkZ0COXmtCu5rPUh3rx+NOG+HlgugGl9JEmSpL+Ryd6vZbhAs7J0zvuMnXw5S9euo3/VIvyiOuKf2IetTVHkLX+D0SNHY7QbT9jWx1iX66C3ZxlpnR9kX5XKdeP6s/RQMdcMaHOyC9deR/7R7bTWV9Ih3IfKgBT00C5EeCqQtQ5neTqLM3TqAruRenQvj3r8QKAjD8PUsGOlWAQTodSQL0Lxo4WVRi9ut/5IrfDmJ2MAV1rW8YprJpdaNhNIAw7VjRDqcJoqeWo0TkMlUqnmM2M8d1q+xwsnm4zO2HGng5JPnFqJAtiFFQsudpmdaOxxK0kDL6ZdmA9VjXZmf7aHVfcM+efn7sRqSBx9ZlK3/0vofiWo/5txb9VNDj7dlstD4/5JYvoHln/8AJ+kWxmV/RJzm3txyYxZvLY2g86Rfjxhm8ua4Ku4pHsYSnMNhLY/1+FKkiRJZ5lM9v4TJYcgshsuw2Tu7gKmGyvJOLCZqGu+5ME523hkSi9iXDkcPLiPdblOehoHORgylea8vbyofcyh5IepKMqmpamOYWIvdl1QaotjefxjjLQeZnByAvhF0VJ2gpnbIpneMxq9rpgthToRwQFcm3MfeuJoYur28E5OJF2UbEZp+8jVEkkyMqg0/agRPiw2BnO9ZQW+tKAAlcKXeLUCh7CgKibNwgM3DA6abQiytNBeFFAl/NDQ8VIcFJuBRClVOLHhpdhpFm74Ka2kGVGEK7UEKC1kiBgWmwMZpR7ieXE9y+8aDK4WiOpJs0Nne1YVY5LDTz9/+7+CxJHgF30urt7pNr0C8QMhfhBCCHKrms/JlDC/pZu+3sefZ6Tg52ll6baDVK18GS9aedK8iW5upey1R/KC5VNKRSA3asvwVezUWcMIeOgoWM8c7yhJkiT9Mclk79/lslO8+k3uSE3iumGdcN/6Irs7PMKqY6V4u9tobGriqwle/OWnnRg2bzKavblRWcImt5Hk2218oL7GykFLcDMaOH54Nx5mC0kih17tYrnjRDdcLXWEelm4cWgiHxw2MIVginc6XeJC+LYsjvHJYby2Oh2LqnKdWExho8Fe0Z4PPD7ljeYxrHZ1Y6PbfehAuhlPipoFQqGUQKKVKnKMMNqqZdTjySqzL/v1JGbZNuDERlsKsCgCbxys0rvTQ83GR2lhud6HcuHPbbZlaJg4hAU7bvgpzaiAQ1hYZA7mHe069t4cD5mrYOiDv3wOSw5CUBK4neOkytChoRgC4s5tHP8jpino88I6HnG+ha3daE6EjuPe5CYqfTtTUZJH5xAr2U1u+HzRlxDRhKmA69Z9uIclnevQJUmSpLNADt75d2lWvEbch0uxYnFUsdlIoai0hO5GGkM8coi2NuGW+SOVugcZ9RrD1QOEesAE50rcPPw4bulAzNb76LH9VpbUxVPZ7OJoaxDjD/QGN39GeRdyS3wZ367eQYCHlT87nmXSkH70ahfPlIha2kf4Mq5rFAPbhxHSdJw8Ec7D1iWUu7chigrilTIecF6PIqCjkk+2EUkpQVQJH2qFN35qM0JRECj0UjIYaTlEvhFKvhrHAbMDy41+LNd7kybaYFNcWBRBby0Tl+LGQTORJuFFnfDCHSfFZhAFZgjLzH7sMjsyMaoFIrvC0Adx6ibf7Sk4ddrsDicvf7/z5EJk93OW6F3zxZ6/LdQXwNEF5ySOc0FVFT64sieDH1jM+Fl3kRzljxLdi1Bfdzp36ABBbWkbF82PI7ey6bITFEZNJv/jK6C+6FyHLkmSJJ0FsmXvX9ANE0MI3OZdSpXpzZVpfZhp2Uy96cFGr7Fcm2QnVq3mgYx22HWDRYEf8U5pR8KVGnJEGBlmLM2KDwPds6gTXiQ4M3nfvIg7taUcEB351PYar4vLyXYGcL/PWj4yp5HTZCU+2JswVwFXaOtp46eQW1HPNPNVItwdfNz6J5YwmstZzkz9eRaqj+KuOGkVNo6ZcSSrBaSKWDooxRSaAfTQcjlgJmBiJUkppF54Y6LgrzSz2UgmWq3BgkECJbirOiVmIPeKP9FZZDBd3YRAJVqpYr3eleGWo6w1uhOp1FAj/FhsDuKusFQG3PMtr63OoF2YN1tOVPLCtC5oioKlpZJjG+aQPOXec3od/37+whPljbQL8+GVVce5rHcMcUFe5zS23wvdMNFUBUVRqGiwE+p75jyQkiRJ0h+PbNn7F5YeKmbr548yr64DG40uXOu+hS/MiYTGtadRtzCq6lsOHjlIlFHM7e5rOFitsN/Wgz7qcZKsNbTgzr3ad6Q4D7LO3gFfpYV7tIUkqWVkmBEsEGOINorp49/CPc7bOd7qRzPubKnyZYTYR6CPF5X+KRg2X27z2sCjzr9wWOvCVHMN4xyv8YjyBToaox0vowALzaFkm5H0UTMxgHZqGbrQ+MEYyHf6MAq0BEKVGryws89IYLJlD52UfMKVGhrxYrfRniItkueVD5hjjGSuMYoktYTPjHF8LsaTLuLQ0eitnqCtWky9FsguvR2T/rIVu8ugS5Qfob7ufLIlh80Z5WA4z3miB5xK9OwugwV7C7G7DG4cnEBsoOcZ287fW0BhTcvZObDLDktvPzt1/cYsmsrzy9OpbXbKRE+SJOk8IidV/hfeW59JUq0HcdY6frL041Izi3itkiF1S3H6jqC5voYA3YqhGAQ3n2CpMZAcw5uvGMUuOvOR5TXcFBcfGFPpSiZ9SeNNczr9lR940/o+FkNHVQSX1V7FG9aPUBSDV7mMwcoB5jclM6r1CFvrEihpiqbBGkpElAdfVbUjqLUrds2LucokysydRLiDr2hisC2LH1wD+cwxnkdsc2lFJ49obrP8hAKohskWsxt5hKOjkWQWE6dWU2+6E6C0oIsoHKY7aVpvuuvZ7BRd6et4jxbc0DB4xHUdj1q+4yNjIp8ak2gf6slGPYryRjt3j0rCx93KlG5RnChvJNm3lSs+3s2c2R34cMVuLpt13Tmfy+611RnM7B2Du1Ujs7yJjzZn88iEjqdt0znKj0CvsxSn1R1GPHZ26vofuHZgPAH/+NmPL4emCuh17bkJSpIkSfpVZDfuL/hmZx7l9XY2pRUyqXEBHzrG0cFWziF7JCm2IioML3KNEHpactENQSQVBLqbTNXXkOYKwwODTGJowJP19KIX6RQRRiKFPGH9jmf12YzW9tNZyed5fTYtuBFjrSfbFcx4dRdNeJKglDDPHMl06y7GiB3cJ+7mQW0uS7RxHDciOaR1QW+px001CA4O5dva2ZQQQJEI5VX9csYo+5iibaFJuNFNy0cAEx0v8Kb1Q+LVctYYPVioD+Ez22u4KQYtihsnjEg6qUWk+g4isD6dAhFKonsjTQ6de/XbGKIcJFuJpU4N5rAZx1i3VB5sX8nOvCbG3/UXfNytzN+WRmKgjTZxsfi4W7A2lfLOqoPceemkc31Zz2CYApdhcud3B/nkql7nOpzfJ0OHpnJYdD1c9DaEyOlZJEmS/khkN+4vGNY+lKFRBkpFGj+0dsNqttJkd6KgU+tU8VKcdLaWUKZFEkklYdTgby8lUNTRRS3kDWYRrtVSrfjTjyPYccOJhR104RXXJawX3XlKv5If9d60VYsJp4qexhE6iDxGqfvQcFEqAkiigDi1kqHOt3hB+5gq/GiJ7M9YdhDckk1XJZNe4ijHylt4SL+ZLUZXApRmIt3sjLAeQUWhs6WQHWYnWoSNhbZnaMSTVmFhgHKMJ6zfoiqCb/Vh1BleuKHztmsqeY0qCjq7jCRwNRKuVtNdyaKzdxMl3l0YPGwEb8/sSr0DbklLZnvYZYx+YzPNDh3P6qP0PPQYgV42rJoKflEMGzj4XF/Sn6WpCu5WjXdndT/Xofx+aZaTb0FpOxz2fgoH55zriCRJkqT/gEz2fkHuiaN8uKMUb02nrVrKLaFpZBCLB3YGq0foaC3F3d2L0fomeqoncAoLaSKey/UnedmcxUh1H4PUVEZoBygigv5qGslqPk14sojhgAJYaK+UcJv6Aw148pxxJd8xkjKCudWynK+MsWSZUbQzs3jYuoCrHA/xnONSOlasoLOaR4SvOxN7JhHj3spq20Ncrq0jQqkmV41hkrKDj51jMBUVRcAJEcvrrsvxUpwcNWMxhcBXaSFcqcElNGZbNhGu1lAkwsi0JaOZLvyVVi5yP4IHdizCZKfSlXsaZ9Pbu4a/rM9i/r5iruwZQostlN7t4vh8kh9782qYPOVSmPTmaeezS7TfObmO/y43y9mZwNk0BVd8uuus1PW7M+whiOxJ5pIXyZ/7p3MdjSRJkvRvksneP3DoBvWtTl7fXEyvUPBSXJQTxJKKcN60vI8LG1+Zo9ncGsc9re/QlRPsMjuyjl701TKow5vbLMuZqW7iOf0qNuspNOBBtFmOYpp8pL3OcOUgNyrLaUMxRQRSrfiSIWL5yPImX1pe5n7XzSzQh+KrtHK/dSHZRhihopJg6kgmlzH2lXzEJUS1TyH06EfY7U5eC3qWULUBl+bJBLbh0Ly4VNuETVWY4HyJY2YcIy37WWb0Y4q2E4sC1XjhjQMDhVY0FAXibDWEUMUPxkAmGG/wFLfiZ4EtSi++tL5CR18HTc2NTPFIBQGj4218OKsL7jYL7YoWU1xeRWWjA3wjz/WlPCdUVeGb6/r+rcDQ4esp5y6gs63bZdRM/py6nnee60gkSZKkf5Mcs/cPrvxsN7Pbw8bVS4iJiSctp4DjxGLHnWHKfhoUf3LNYJpw53ptJcdFLCZwVCRRI7ypxIcblBUUiWB0xcpWkQIYtKOYIkKIporLtfVsMruSouaxw+jIRMsentSvwgMHq22P8pJrJpdbNqOj0VXJpl54k08opWYg/moLT7iu5xbPjWywDaOz6ygDXLuwegWyr8GXYyHjubR5Dr1de5lhf4K33D+iyBJPsM3kkpob2Wm7nTrhRYRayyE9AZdioauajZviIseIZB8dyFTasM17HKKxHJ+weC6v+ZB+Yi8vcBOZnj2YHOvkxoa3cVXkUHXpjxxv8oK0pZT698bmF8riA0V8f9uAs9ZadrY5dIPNGZVnvuHjt2Ka/5P3/P5Wbp9zgPeu6HGuw5AkSZL+S3/cv0C/kW+u74vz0EJ+dPXmhxzBcWLQ0OlBGuMsB1hm9qJYCWekJZXjIp4OSgHXqivJF6E048ZK62M0KN6k0gZ/pYXhHOBebRGNeNKAJwPUVJ4xruER6wKmatt41DqXI0YcK2yP04Q7nxvjKCaU42YMpnkyD29WPLjG9QgdtSK+0kfj5u5NlcOCaq8jzwhhrdGT15tH082Sx+7aAJY3d6QFd96L3UyxtS1O3cBoruBh63x0NMLUOuqFJ90s2aSo2VgxSDXbUm4JQbe4M07Zib9eSS9xhKtq3iRIa0Jg4a4rLyUl2od7S+9nXms/noz4gG9Snaw6WkJ0Uyrhh97GJux81CXjd5vowcncq77V9b874B840QN4ZkryGWVCCFqcOlRlnYOIJEmSpP/EH/uv0Fm2K6eaYyX1RJjltGBDtbpRQhiKxZNVDORK16ME0cAQ9nOz+gNrzT6omGSJKC5WthJCPYVmMDYMyghkg5nCWHU3PrTio7RypbKWQyKJy9V1DHG+xYfOCdzluovVoh9lIpAvrW+QbYTwnvVd2qpl6IqVnSKZx1xX4Y6dz/Tx3GVZymTXMj42JjDYsZVr4io5au1Cg1PhRsefuGZgPH+yLaXZOx638c8T5Wejv1sem9xH003JZL3Zg0wzikbhyXx9MB6KC5ti4qc0sdWVTIAVDlpSCPF2x0SjwT+Z9ZE3cY3XexS3WnipZwNH+rxKccQobhgYR/swT7w93NAmvEyPWz4lpU0k/p5WaK0715fzF3nYNC7pFfObH6ewpoXnl6WRVdH4mx/r5zy25Cj51c2/up5g7zPfk5te2sh7a9Nh3+e/un5JkiTptyW7cf/OTR+u5FZjHour4jjYGkQJIfSz5VLrVCginHBqGKUd4GNjIokUcLG2i3nGUK7U1rLPSMKueLBHtCdFyWaEcohPzQlcrm3koJmATdFpTwH7zSR6qNksMIfxovVzvnGNYIy2jzuMe5ipbmC/2YGbLT/xin45lynrOCgSuMm6mh/1fhwX8YQqtVyk7eRe/Ta+sP6Zzh5VrGhNJt+vL95xKahlqWxpDGfRZZGUbvuGq4suYqxHOt3r1lJoBuI0VSZrO/FXmqkQAbzquoSR6gGKCSFKqWKLZSC91QwmBRbziP1KjuqxRPh7MKVzCH7bnmOARy6HU56hZ7du5K96B5JGE92h1+nz0pkmLLgSLruwn9q8b8Fhnp/a+dSEzv9rTt3EZpH/n5MkSbrQyb8E/89lJ69e4ebC0QxybWOgJYNGvLjeXESY0kQD7oQpVSiYjGQvqSSx10yiCj+eMq4lkxj2iSQGkEowDXxljqSEIOyGQl/tOJ1FDp+Yk1hHb742x/C09iXlph/HicNXcRBCLb05QZJSgApcqa0lVUlgonaABKWUVtzIJpxNojvr9e5cqm7kI30COWYEvbVMktV8erdso1yL4FHxKRd9V052VgYXtyxiWO1iKnQv+mqZ5JoRvOy6jGIRzFK9HzdbVlAigskT4awxevMSbxPStjuv+j1Gu3aduGN4W6jO5kSVndSIi1nR91tGxKr4ZS3Fc8ANtEnufeYExKp6wSd6AK/PTDlniR4gEz1JkiQJkMneKUcWPMeYkGqu6htBplsyW9R+6Kjcq9/BFG0rF7OVPmomzcKDVs2LOZYXKCOEIOoZoRwgj0jClHo20Y0TIpobLGsYqR5gN13YoHcj2VLAWGUPV6prcGCjSIRiVQwiqeQt/WKq8cdXbaUGfw6YCVQLX57SvsGOla1GZw6IJBy4E0I1dYofXtgZ7XaC7xwDqDU8OKpHoVamc0n9p5SbflznsZWjajKe2DkskuipZfG6eRnJbsU8b/2CAFHP7dYf0YSLSy2bGaAeI97TAT2uwZLxI175G+h37FnW70/jcmU1U7tFccn4UUzvEUV5gwvTI5g23w3hqg83nTqH/99l+NPhEuwuAzjZuvT/Fu0v+p9e098t3QFrnjjXUUiSJEkXCPm6NMDucPHSiUgCg23EFfxIqFFOlssPKy56W/K4T78VE5UJxg5W0hcLBq2KjVQRw0LLs6zUe7KKvqiYfKc9ywbRgySlEA/FTqRWyRXG42S4YqnEl6WWZzhhRuNmOnBobjThyd3WJdzmuot39IvwwUGhCOVe62J0VBYbA5lu2U4k1QRRT6Jayj6zPS3CQr7uZIvekY1aT/oH+LK8oIZmrSs9QhUqA3txhf0B7nNdSY0lEtMQRGh1NDiseNoceAI/KsOIVwqxoRNPBT84gkjZlczzlmzC9FIOaO3oraQjxr5I5whPbK5GDpbp/JgTRKCnxuw70rkltxqHbnDj1/uICfDkhYu7oCh/O7ePLz3KPaPaEenvceqBkwuexQ26zjzXUUiSJEkXCDlmD3jl9ZdY0ZjENSneJB5+mQKXP18a47hNW0qVGkioUcV60Z1h6mE+NiYzQD3GcrMvs7W1OIWV9moRC4yh1AgfeqsnmKptZ64+hPWiF69on+KvNvG+axIDtXTaqsWs0nsTotaTQDHfGSM5RjzB1BGsNBEmyvFWDZaaA/GjgSgqOUR7HtLmE0UFNfhSIEJZa/ZklrqBDDOKJtzJ0hK5UlvDSHUfLcKNp5zXMEQ7wqfaTAYmBNCv5Bv0lhpmqWtREGiYbDI6M0BLZ5E+hB5qJrrNj3gjj+LQoRhNNdxkPMBV/eOZ1iOasMY0qlLXEjz2IQAe+f4Itw1LJCbQEzj52jFNVXhpZToXd4+iQ7jvqfObU9lEQoj3Obm2vxv5OyFnIwx/9FxHIkmSJF1gZDcuEDXwcqw+wfRIbsc3AXegax5c5rmPL8QkBilHWGIOZJ/owEfGRHopx5mo7uIRbS6hooaOSj6etCJQyCWCDmYuDcKD/upxBiqpnCCGd11TuMSyBU/sPOS6iT2iA544OEYCBhpeuOihZjOC/fRXj9OIO19bXmCF7XFilBqiqeBjYzwPGLfSR82gHi8UIEypoaNWyHHa4GM2kBjiw4qQm7jbeQeP+q6gQfHlQf/N3F1wB+v1FAotbThqtuFzfRyHzQR6qlnsMzswXduGQGOtswvbtL40VOSysKkLj9tfQ83ZyCPfH4HmKl447E1h7cmu2pemdSWmaDnf7srn4y3ZPPPTMQDuHpFE278mdv9f9vGWnFPneuPxiguzhS+uPwx9+FxHIUmSJF2AZLIHWDWNvglB7CkXDKpdzJ+dU7Hb7VyprWGdnsLjtrl0V7IIo5ZtIoWPjQn40sxPZn9MFLboXWnFjRjKeZNLiKOcr4yxXKutptF0w4NWPtInEkAjQdRztbqadhRhN1QO0J4ksmnBnRC1gXSRQLYZyQ/GIN52TqGfms6N2gp8FTuRVFIh/HAzHXjQjAWTsdp+Rqt7uVJbi70yG6PyBI90qiZg8nNsFl3pYt+NgsKTrtexiFbi1Qr6asfpqOThhpNCM4RsNRZfpZkGLQibXxg2N1/cQxLIV+LwtAiGFH7Io98fosi3Oz8dLgXgjbUn2JyaQ+dIX24cnMCzUzoDcNucA7y8Ih2AGT2jAXh5etdT5zqnqhnjAmlMPl7WwNq08r8V/MHn25MkSZL+mC7obtzlR0r4eEsO4X7u9G0TxPcHi5hS9y2fNPdjqCWdfXoCVfizxvYwL7kuZ43oRRhVeKATQyXdlAyC1CYSlBJSzXg+NifRggetuNGFbDKII5wKcogmmTw0xWSiupsvjDGoCC5RNrNPtKOfmsEGM4VwqtlLBzop+UzWdrDEGEA7pZSJ6m4+Mi/iWcuXNAsblaYvh0UiRUoo49R9hCm1LDCGEuLrzaK6NrhwI0+EMy4ORjf+QDsjixq7QTclk0IjkASlDAOBqqj8ZPSj1JZAsmc9DQ01CJ8IhjWuoAofymYsY3O+nT6hgohgfzauXcYtHe14DL0HgOzKJrzdLIT5up/bC/n3Wmpgw3NnvJv3XKhotFPb7KJ9uM+5DuV3oWjDp+RvX8TAS++FdmPOdTiSJEkXjAs62Vuwr4BQq4NKlxs7sqqx4WJHei4RRjnH9RCu1tYz3xhMglLGfpGEHy18YH0TDZNnXLOpx4dbtJ8YpR3goNmWEjOInSKZGuFFHT5404yOG1ZctFHK6UQuLdjIVSKZoW0jUGnkGddV9OA4d9p+5AdjAM/o1/Co9i2fGeO4nHWcUOIox4+rLGt5xzWVq7W1uCku8s0w3jWn0od0tpDCpeomrtVWc5N+P/FuTYwytvK1x1VcZvxIRIA3EX0uZm+Jk2sOzqBG+FKJP7pQidOq8DRbOSbiaaOUkEE8uZa29DRT0T2C6DT4YhbtzSN43EMMaxcCpg6a9fQTWV8E82fDzG/A/7efrPhfaqoE75BzdviXVqZz/5j2WLUzW/JMU6Cqys/sdf4qrW+l7MhGcle9jZtiMHHaVdDjqnMdliRJ0gXjgu1Xyq9u5khuKf6bHuPpH4/R7NDxTf+Ol403iTfz6KEc57gZhQsVA5U4Sgmjkpf0y3nQdSONeJJCFu8ZU7nfeRNP6tcyzxzJHtGRcepegmkgQq3HT2k+2YqnbaRMCeR7MYQ0M45AUctOowOtWCkWIVzkeBZF6NynzSOTGLxpJU8JJ1NEcUJEUSGCKCOIeeZwvjDGEaNUEEM5x4jFl2ZasfKtMZIBPqVM8zzE7rhbuD4klbTWALT6PLoFOPFO/YZSEUKa2o4G04ul5jCyicJQFALURkrUcKyqSVevWl7xfojg8Q9zW1ZfKkP64m7VQFFoNVSeW5b2D2dT5SefSzF9o8/JtTzDOUz0ACZ3jTwt0atsdJz6/dNtOWzMqDgXYf2yzLUnf34L9SXkvjqIjmuvZJR2gDCjTCZ6kiRJ/2MXZMteVZODDzZlkVHWRIvTxcAYN/x3v84b+iVEKjU8bfmM3WYHhnGIg7Sj3nRngmUfP5gDmKZu5WPXBFbSjxgqmKzsYLEYwpXKGl4Ss2lPPkFKM3tEe963vIWCwk6zA+2VQk6Y0WQSQ6Xwp6+aSoEZThV+JCt5RFBBF0shDXhy0EjEi1YusWzlEef17KETnZQc0kQ8vdQMokQ1UUolfmoLy/S+5BKBHY0BpFGDH3tIxg0XNk1lcCTcZP+Uarc4KquqqHcpOITGAO0Y0UoNa60jCRB1rDVTGNG9M22OvIbNJxi/4XcTEejLTmcCX+/M574x7Wiaey3NQ54kLDqBxNC/e7q2pYZl2/YzcfQoFOV33GpluEAIsNh+dnWLU0c3Bb7u1p9d/9+obnLw9vrMU2Maf5ea/pp8eoeetSpdhkl9VSlpb1+MQ/Wkg5JHQ3Bfku+ef9aOIUmSJP17Lrhkr8mhU9lgp8Hu4sXl6aSXNbCg/WbWFijMb+jEPXxHFpF8aownghqa8QAE09mCn9KCv9rIEnMI+SIYFzZu1FZQbvoxTDnIMSWBYiOAK7QNbBbd2WJ2IYRawpVavhFjGc4BDpFINyUHX5rYK9rztvU9AkUj1+r38aHtbd53TaEWX/aIDiy2PMnT+tWkEs89lqUc1WOpwYcmxYc4SulMNn8Ws+hOFoHU4YbOUgaS4t3EXbZlvMkV1JvujG5exizLBkrVcHyMGoKpxc20s0wMwd/ipJORTo3w5l79Lp50+w5Fs3Cf6xYe7WmyIaeFey8dw5c78nA4deKCvZnSLYrPtuXy0rQu5/py/mdSvwdXK3S/4mdXbzxeQX2ri6ndo371od7dkMnU7lFEB3j+6rr+SOpbnWxePo9+R59E05vw0gRNphX7rbuJjoo71+FJkiRdkC64SZUf+/4IDXYdCnaSZ8bhYfPmuP8wxLF5dDEVPrLNZpRHOtMatxMhKqkxfQlWG/jMHE+oqONm8ROlIoABHKMJT7KNMJ6yfss9+m0cMdsyQDnGZ8YEThBDISEcpC2xoooUjiMUlR8sTzDG9SoPK3PIIJoMI5omxZNBahp79XbcZvmBfWYHCoxQ7tDv4W7LYt7Sp7BQH8Sf1MUsEMM4KuIIpxyhwDD2c4QkDtMGT5w8rHxHZ0cBtXZvivUmJvins8VnAkGtdvo591Cv+pDq3oMUazHpNVF01KpQVY0uIpeRbumUBfRgb4VKmzBPDmce412fJbiHTWNcp3AG1SymLGwwcbXbePHisUx7fzudIn15furfkj67yzjZ5ft71HnaP109vMPZadnSDZPDhXVcPygBgLyqZuKDvc5K3b9na4+V0bBvDq+nB/G9RSfE4sJpQPCjmeAZeK7DkyRJumBdcGP2OkT4kVpcT5K1kjA3Fx0jfDhWWIHT4kNbSsFRR4wjiyrTh+NmNN0tWRwRCfjRxKOWOUQq1SQr+ayiH12UHLaQwljXS3ji4GXrp1QKb1oUd8oJREFgAJOVHRQRjg0dl2JhGlv4SQzkKst6NAXmGsM5bsaxWAzjVddMJqi7maFuRkXnK30U79o+oBZfnjSvYay2j3nWF7jGup561Y+OFPCYZS4dKGSwepx9dOSo2YYgpYGPbW8QFeDJna0fUqBGEWDR+USZyQv145jb0Jk6WzgjzS3UBXdntTaCznoqG2qDmWjZzUVNi3hxcls8blyNomnUr3qOQ3UexMUn8ePhElaklvLhlT157q/dk07dZFVq6c+M5/sHRfvg8Dxorv7tL/Y5YtFUPrm696n34n67K58Gu+scR/UbcjRT+OYYnHNnEXPia96xvEmw1khB0ADcnq2RiZ4kSdI5dsEle0HeNlQFRtrXcqTBk00nqgiK70oHn2Y6uZURqDSzsjWZ6do2rrGu56DelkDRQHulkFilAl+lBW/RQDQVrBZ9maTuAmCL6MpdrluoxwensKCjcJdlKQNJY5XoQyOe1AovbnLewzxGkkYsgUoD643umEANnrQKK07VnW/NEUSoNYxW9nOJtoUgs4YJ2h76cYxP9HG85ZrGLr0D843hBFuamKMPY5h2mIuVdfRWMzhgtiXPDKFQhDHKcoDIoddxv+96/AdcQ6DNxSKPF+knjvCG+hZWzUZi1Ua6KplURA7nDd95fKnNpEuf4Wxe+hnPfrcOgD5XPE3PcVeyKaeBo179sGx6kbVbd54ao9fs0Cmus/PCxf+iaze4HUT3hlUP/ZaX+ZzafKLytOXHJnbE22bBON8mk67I4qtHp7DhmdFcW34xhYQhVBtxWiWH2txE3F0rQf2dtvJKkiRdQC6YMXtCCN5cl8m9o9vR5alVNDkMEkI8KK5pxkRlkFs2B50xjFP34dCdVAlf+pPGTtGRGCrxVVoYrh3mYf1GBnEYX6WVNaInE9WdlJrBZCvR+IoG1tMLUPDAzkXKduzCjf20pxN5+KvN7Dfb4UULJ4jhY8sb7DY68pMYgBUXBhp5hBJFFQoqKZxgmOUI7ZUibnXdBSjYcWO2soaeaiY/mf0ZoR1iu5nMUO0If3FdTAkh3KAtxxMHTaoffbU0ttCL1epgZkaWkZ1XiEUxaOvRgofNQoB/IEUihPCS1fygjGRmBzdeSfMnOLotY9zS2FrlyYvtcwntNh4iu1HzzdX4zPwAq7ORbaUKqqayJ7eGe0a1O9eX+HfBNAUfb81hYpcI9uTWML1nNEsOFqEbgq2ZVTwxqRMhPm7nOsz/SqPdhY+7lbIdc/li7QFcjmZ2imQ6KXlM1HYTJmpY6T6eqJE3c2nuE6iz5p3rkCVJkiQuoGQP4Ls9Bfx0uJjKBjtZlS1sCXwBe3M9eYPf5KENdQjTSQeK6KzmUWwGsI1uTFe3sMdsz2Xqet41p9OIB+HUMEQ5TIPiRS/lOKvNvviLehxYqcGPIcohconiAW0+k/UXGc0evFQXkWYFF1l3ss3syvPGFdys/sifzUtIoowCgrlC28Aw9TCf6uPJF2FMUnYxwnKYA2Yi1aYP+YSiKRCtVPOxMYEO5JKgVlAqAkgTbQCFOrzYabuLy1yP8pr1U55yXc2DQdt5xz6eQGcx9WoApQ4bG64Kw7HicdKdwRwU7ekR4YY9oB2BRRtIr2xl0O2fklWvYAhBTyUDr5yVlPZ7nPX7jjG5fwre7hY+3JzN7cMTzzjPTt3EZlFPW65udhDh5/E/vNpnz5trT3DdwDb4ef77T+nuz6/l2135vHlpt98usP8Vez3LUiv5ZP0RZjV8yXPGFQzhIDZPf1y6QTuvZm699lpsrkaI6nGuo5UkSZL+wQWV7AkhuOHrvezIqsLH3cpo7QC6Rwj51jYUFhXhabYyRD3I/daFPOuaxUj1IH5KMx+5JvCy9XO+1UexS3QknjIO0pZqAjCBG9WVLDIHUYsvfTiOAwuxlDOPkXji5EpWsYMu5BNBX46wje704jiRajVDtSM85bqGvuoxZmhbWWAMZaR6kBVGL9aJPkQpVZSLAO5TF7BVdKZG+HGCSPxpZpXtER503kg+oWQSSyfyOEE0NlXDarbwhPY1O0UyjYoPcZTR06+RAP8ADjZ4oXoGMiBCsGJ/Djssvbg3Lp/m4mMM9cxjk9qPgnqdsf6FWC77lqiwEJyrnuCx8uH8+eoRP3ten/kpjacvSuZoUT3Lj5by8PgOp9ZnljeyKaOSG4ck/A+v9tlz9ee7+eSq3qclsBeCVqdBfdpGbpl3BCcWWvAgUSlmneiBm2Zhdv84RnYII8THjaQw+ZYQSZKk36sLKtkDmP7BdjLLGmhwmIT72FAUhce7t7Jx117KHBZCqWew2wl6iGMcM9tQafqQQRv8aKAJD0wUjpvxxCllTFJ38rY5jTQRxzAOUYMP71jf40H9ZrxECzoadXhzhEQmK1sJFI2soh9J5FFCGO/Z/sIXrjF8J8ZgxcG7lnd5U59KAVFcpq5jqTmY561f8KzrSjqSy2HaMYUtuKkmB0RbPrO9wQ/OPkRRzediPAO1NPLNMH4U/RmpHOQ6yyq2mF2Ya46hB5lcHJiDs9N0uujHcGZvpTywD59VdcSuehPSksU94zpT5tmOnNxMjpQ5KK2oIiQihlfbHOIdfSp3jUwC4GBBLd1jA3hvYxajOobRPtyHJQeKGNExDD+PszdHHUBuVTOL9hfywNgO/3rjf1R8ANx8IfjM1kfp5+3IqsJlCo5/eSfuigs/pZkDZiIJooSAsFiC2vXmeL0b/u36MqPn7+BtKZIkSdK/dEFNvbIqtZSCqiYaHAY+mgub1Z1k+0Fy92Ti0oOZHZDNrbUzWeXox3faczxs3ISJ4G3Lu1QLXz4zJjFV2YKCi2OiHUvMwQSJOj7RFrHS7McW0Z3ZrocYp+7jGzGG9hRQjT9j2Mse0YlqfPGhlXTaUoMvzzlncYflJ7bqXSkniEX6IAqIJIBGOqmFHDfzmGcMx4nKJnrwnuUvvGzMpKMopEBE0MfxHg9p8/jCHE8G0eimjVIRwEj1ML2UDLYbHeilZfGOMY3ebtn4edhICW2C7UvId3lhK9rGg33akLDjTlpUb4oPT0CzBhGmeCOcCbSoXvRrE0BL1ysp31TB9Pe3c8PgBLZkVhLh50FxbSttQ05OKaKqCk0O/awne3GBnlw3sM1/tM+ywyXsza/lmW4uMJxnNZ7z1ZIDRaxdtQTvhiyaFG+qRA+maFs5rodx2xUXE95lJPP2FBAQ7ccNkX7nOlxJkiTpP3BBteztyK7imR+PEa9VcXXN23zidyeitpBrPLfhNFVsreWs0buxTaRgx8o4dR8pnEDHQoxSQYESzlx9JHdZFvOsPpuJ7Ka9VkiUUsNX+hgyiaIWX+7X5rHEGMR+2vOgZQH5ejCFagRtRDEjtEO8ql9KEx70VE6gYOJQ3DlsxgEKYdRxh+UH/qJPoZoArlGXk2tGMJ+RJFGIN6186PYOs5wPkibaEkgNt6s/cdRsg5uqk2eGYUGnSAnHTTioxY9hyiGS+k3gxN41+FtNNpld8HTWcrXHNlZ5TGK82EZSjyEoO99lufc0WmJH0zMxHLe0RSjtxtKtXRvSShs4XFhLkJc7vdsEEOTtxu7casZ3jvin5/zWb/fz9mXd/6ddoDuzqrAbBtszq3l8Uqf/up6SulbCfd1RG4r+5Tt/jxbV8+PhYh6b+N8f71yoqizn7XffYLWjMz3I4AQxBFPLDcoywvpMJ+XiP53atrCmhUAvG15uF9T/ESVJkv7wLqhBSInB3jTadfbW+XCd/W72lsNeZyyP103i45ah3Oy6B2/Rih+NBNJIlelFM57EaeUsFMMJETUIDD7SJ+PCjXrVl3QRyx6zPTlEYMFkqHoYd0UnjTaYCIQwCVXqyTQj2Cva8yf9NtKJZRR7GK4e5C7rUoJFLXcp3/OgZQGGYsGBlVp8maFuppeWTbPqxURlF0O0o/QknQwjkkhq6EYW12lr2Ch6kE84e8325BBNjFZNiKjDTdFJUIoJVWrR9n3CWr0bvQKaGWQ5QVSgF2FqPdc1vkfvpvXUbfmYZsWL6bVfUJe5nbCavXR0peGqL+P7LfsZEu9FeaMDP08rSWE+uAwT9a/TrpimoPHN3mAa7MiuIrW4HuZeCs5mXp3RleeWpZFX1Xxq29Ti+t/0OvdPDGZ4+zCuHhD/yxu57P+ynnl7CihtsMOml8DQ/+m2XaL9eHRCx/8w0nPA0QjA/swiij+5DM/3u6E4G3lW/YSDtGO8upP5A8vpeNscUnoOOG3XmEBPmehJkiT9AV1QLXvtHluB0xB42VR6uQ5wuW0ri/WBCGHSW81grdKP/a44QqhnrLKHeWIEGiaj2UsVfhwhHtCIoQINGMIh0pU27BAdCaIBEwiljl5qFlXCl1IRiIZJX1IxVSvetFKND/lmGHvpSAOePK19SaNwJ0ypY43Zi32iPT7YqcCfa7WVfGeMwImFN7T38aaZWtWf9koxNzjvpYNSyD7RHjsq3thxx8ml6iaOiCSusKzjoJHAarMPz1q+4En9ep60fkWg2oIR2YPC5NuxVafTP+NV6j2i2NcYyD6SubVNBbU978DbXsbXh2q4aUAs+VmpKC01dJ12/xnndM2xMioaWqnLT+WOiX2o3vgOLYMeJcbf7dQca3aXwfrj5cT62WjjCy9vKuWWoW1Pe5VYVkUjbUO8aXEaFNS00DHC92evoRACh26e9paO4rpWCqpb6N826LRtfzpcQqiPG30Tgv6xGvhmGlz5/X96C/2xNVdR+8MjvO5xF/aKLJpz97GHjiy2Pk2uEca26Ot44qbZYPljTg0jSZIk/bwLomXvmZ+O8dm2HBJCPIkNcKereyWRWh1NhkYyWXh6ejFfH0qDbqMXGcRRxnwxHB9acKGxh06kEU8zPthwUIMPQzjI9wygWARyDwuxYDKMQzTgQ4Co40HLPAQwTdnIV0wg1wxjnZnCCRHNDdaVPKB9Ryi1pJmxHDDb00Ypw09pwZdGxis7acHGj8YAvGnianUt3xij8dVcxFDFa65LUIBCEUIChTxgWUg8FVTjxzfmGNqpBTztmkWN4se91oVkiWicaLRxa8SueJJT4+IvG/NYTx92Tt1Ko1cbEl0nGB/VwiuNY5iTbvLlpqPcNKwjD2910aFoEWttIympbeHDTVlUNzmgNp+5e/L5YHM22bt+4o4pgygzfChO30VeQf5pk+m6WzXm7Slk2Q/z8N7yLOM7R1Df6oLUxZCxkqLaFh5cdITqRgf5Nc3sya2hxfnXlrTWOmitBeCNNRnszq3ho805p11f4XIgGstOLVc0nGy169MmkA6/kDT+y0SvNg9Kj/wHd9kfgFcwqVpHbq5/m1HFH1BCCP4WncDLP2L4kyt44rbrZaInSZJ0Hjrv+2QcuoGXzUJaSQM5lc142jTcbIHMVI9jGjoxlkba2VexkRuJEaU048EI7TCzxRrmi1Fki0je1N6jTnix1uyOXfHkiGjDXjrgjkFbpYQZ1m286ryCTfQggipOEMcDri4coB2zlPUowqRZ8aRcBOIvmnncdQ1PaN/Sl3RyiaC/ls5e0YGuZNPZkovTsBCnVPK65UNudN3LMTOGtloZk5wvMord9NZO4G60soxBXMRWhqtH6GvNYJ5rMGvpC8LkJm0Vw7UjrDR6YjWdJFDCLc03cbv7Ovo5tlJkaCzIjuQ+7zXMsY7iI/sY7vDyYk+RglpfQbAegn9sMi59E89b7+CBUZ257KOduAzBgCgNsWQG1sRHmdomnN4dZ4BHACFugvqrl9D3Z94D+831fTEa4qFkPwMTgwFo9hrOZZ/u4b1rBR0jfDla2kBGWSMxAZ6sPlZGSZ2d2yNOgDCg42RGdgyja7Qf/f6hpS6acp7amEaP5A6YQvDamgxenZFCmK/7f3SvrEsrJ6+6mRsGJ4CzGex1/+1t9/shBCgKGT+9xfG0Q4xrXcELrkvR3QbwwR2ziQwNPtcRSpIkSb+xC6Jlr6i2hfzqZgYmBtNgN7C5efCk62r62fL4SkzgPv02epNGpFLLA5b5JBj5PGneQLaI4Bntc543riCTGEoIpU54EUAjw7QjvGt9jySliNnOR3jF8jEBNHC3spCHrPPorx5mmHqYOsWXOnzZK9qRouRSTAiZRPMn4zbK8ccQKvGilBrhw2JzEH2V4zhVC+OU3Ww2OmNFZ7y2n1Qz/uTDGJafsJlOdtEZHZht3cidztvZbiazg6740cQJEcdH5gRyzDDqTU/auDWQRyipIo7+5l5W6L34zJyMKUwGbmjL4oxWngzezNG8EnRFZXb/Nnx0SVtWrViCYvWkc6fOfLRyHzcPbUt0gAchIeFY79jFJcleTKz7BlN3wpJb0FSFmEAPHLrxs9dB8w2DDhNOLf/phxxmD+5EmI87KdF+pBbVc8vQtkzsGsFFKVEMaBvEe6Xt0NtNBCAlxv/U69kAvt6ZR2pxPRtrAvjzjRfhbtXwtFl4dUbKacd1FBz4t+6TUZ3CuH7QX5/8DUuGNkPO3GjtU+Bo+rfq+y3dM+8gzY6fH0f4xfZcnLoJrlb0T8fx4TffseRIJQsdfThk6UzHEVfw4uNPyERPkiTpAnFBjNlrcersyKrm6R9TcTZUcpF1Dwcd0dzhu4VXuQqtqYx+fjUsqW3DKGUvu0RnuisZOISVjfREwySUKmyKYIg4QKRazVvmNDxxkUQJ4UoVyWoem41uHCEeFYWLlO0UiDDyCcKmCL60vs4zrtlYFR1NGCwWQ/lQfY1XzCtoxBMBVOJPMHVEUkURYdTgx9u8iWmxskgfRA4xBFJDBjG4sGLDpAN53GNZTCWBLDf60FXJYb+ZyJ+sS7Chs1XvjKIqFIkQ9ppt+ND6Hs+Im9hptCchxIuK+laiLfU8FrCeOEpYp/TnyhkzePTzH7nfMp/HlLvxd5Vxu7KY2K5DYMKfeX55GneNSMLXw3qyi7W5GmpzIH0ZOS3uHG1/B1O6x/7i9Why6Ly59gRWVSXQQ2Fox0iWHCii2amTX9PKV9f2PpXUffTyvUwaMYSoPlNJLa7neGk9Xm5WEkK82ZVTTY9Yf3KqmtmeVYWHzcIzFyVTXVfP90eq2ZFdxQeXp/CXL75i/ORL6RL9z6cMqd23CK8OI7BbfPB1/4UpZCrSIfR/8yBGUW0LZdX15NTpzOx1+tPA9a2uX5zmZuPxCgZpqZTsnI+HcLCtwp0RvTqyUJ3MVQPjsKoqqqr87L6SJEnS+eeCaNmrydrHge/foo2eR4DVicvl5ABJPCFuobLJSTeRTl19HXcqC1knevKW5R3aKKXspRNWHHjSjAsNi3DxA0NYZfbnWnUNvZUMZirruUpbxwfGFJLJJpoa2lLMcjGQTXTnYctCfLHzsmsmhlAYqKRi5+Qf6XnmCKaq26jED4HBFeo6nla+oDcZuLAQRRmble7sN9tjx50kpZBR7AMsDCSN/koaJYSwz2jHATORXBHGBHU3s7UNuNBOlhFKgQhkhdmbP1u/wFQ0St3bYhMOiqqb6R1hZZL7IX6oCmdzSzwbPEaztsoPz84TCQ4Mxie8LR5evhwyE9ETxwEnE40W58nWO+HuT2mzoMb0hIv+QkL34UzpFoNhCtJLGwA4UFDL3N0FAFQ02vnpcAlebhpd69YQe+g12ge78fCYBG4fnsSHV/Tg9TUnoPIET3+1gg5TH6AyfCiGKcjZuZRPV+7ks605bDxewdq0Mu5bcIiLUiKJD/IiIdgLZ1Ue29+9gZoWB49O6Mj7W/N58Nab2LvsE7JLqs64NxrsLo4WnXw6+PlDnuzIa+DLbXl8sCn7jG3tLoMjzn8+1cxZ8U4PWmor+HBzNh2338Ow9iEnk+rWWjg8H+BviV59ETSUwrpnwV5PQXUL3ef3Ys7eUtyq0jjm1Y/+gY34D7+bG4cm4GbRZKInSZJ0gbkgkr3wyFgS20TTWxzCYnMnSSnmM/e/0K1lJ4pp4C1a6U0aXoqDP6kL+VC/CD+a6M9RmvHicmU916trqMOHWrwpx5/1ZncMxcJr4nLeMC6hnVLMDlIoIRA3nFiwM1HdxZP6dbiEYK3owSr68hdjOhOU3TygzieXSDwUB7PVdVQSTE/lBIOsxxlrOcA16kquUlcToDSyy0yirVpCLb7MZSwAuqLRTinkKmUF3dVsSkUQHShkqv4sdsVGjh5Kmoijv5ZBFLU04MN+vQ279XaktGxlZHgruglpZc3Mq09muH85dao/Ca2pPPDtdgbWLmGRMRg//wCGjrmYo7Gz0ba/Tk2zkyOF9eRUNaGvfpKy+la+3nCQ7zfuZtOOHXxT0xEUhSa7zppj5RwpqqPFYTC6U9jfroefO/eObs+oKddQ2OkW9m9dxqtzV/D40qPUtTgZ3j6EL460gs2DoR0i2JlTzaUf7SS7qhkPq4W3Z/VgX34NYb7uOHRBZaODsdEuvt6Uyog3t7Hd1R6XLvB1tzIuFmgsI2XwZKJCAs64N+pbXGRWnJyO5MVrxqLavFidVsqCvYV8ujXntGliGuwuDhbUnbX70jQMXlqRztKDxWT9NYbF+4uoSpyBZ/46np/aBa+r5xPq4w7b/wLV2eDxd58hdyvs/hiqMyH1ez5espaHvz/MavdxfFsUxqOBr+PWeRLapNfPWsySJEnSH88F0Y1bWVPHmD+vpq2lkuv4gS1mN7oEOLE3NTLFWM235ihaDAufMxk3nIzkABVKIEdFLH1Jo4hwHFhJopBW3DhIIkM4SnulgL10xFtpJltEUSBCiaGCaeo23BUXTizsNJO5x7IQp2njOuMhgqlhOAc4SHuOkkA85QRSz2ESiaaMtpSQTyQ1+NJWKcGGi/ssi9httMeFiofiokwEsdAcSCxVXK2todAMZpkYQCMeWDF4yfoJ0VQz0/Ukd2pLOGZEs5gRvKh+xLvmJYQq1VSKAK62rKW9RwPXN97ANI8jPJzSwhfOkfgd/ZIxPjl8qM6ia/tEeukHmc8oRgfV0bthFTuUHmxRelJUUsK7N4wCewM0FKNXZqG3m8DyrXtwaywkMm8xAVd8ztFdaxjvkw+D7sLqaiSnson4qEiOFtezPr2CMC+Fartg/fY9dE2Mxs+oI9q9hVyvbtw/tgO6IWipryTn/em8oN5EYGRbnunRwufHBF+m6igKPKTNYYExnDrFh25aPhdNvwJVUfli/UEWTdC4d5c7t47rSXyQB27W059LWp9ezqHCOmoKM/CpPUafli20Tv0UTVU5UlyPAtw/pv1p4wV/jhCCTRmVDO8QevoKlwOK9lIu/LhjdSPzb+5/snXt66lUeiZSM+gpwn3d8fO0cqK8kXA/9zO7kbe9CVG9oM3gU0VllZV8vfk4XTsk0sexi5y9q1no7MesaVOob9EZ0i7k13xtJEmSpPPEeZ/sbTheTvfy77Fsf51PbVdiq83EX20l3lrLNS13MYGdHCKJSgJ4xvI5X+pj6EEGsWoV/S3HecU5Ezdc5BNKKSFcpaxilejNreqPdNYK2GF2wILgZeNyepFOOgk044YFF4PVNLJEBHXCh1hKKSeERmw044kPLXRTsvGgFSFgHd0RWAmlBg2FAkJ50/IeS/QBFBJKO6WQgWo6BSKM/WZbPHBwgPb404gbOrO1tRwRibhMhUssW9kr2tGCB1lmJM3CxnHi2Gi7n4/0iaww++Pj5c1dzOUbr6sYVT2H6V5H2es1jEw9lChHNtvU3lxj/wafftfg5unDlVt8WXt9W6wle2HHO9BuPKKxnI0dnuSLnflM7RlPv4Qg9uRWMznRHVqqKSvJJ7OilaTU1zgeN5s6NZCJEQ28d8jFdbNmEejnS5PDxd6Fb9ASO4SaVpNjdVaaDAs3JKs0rXuJjz1u4KthLbDpZQ4pHXG4BfFEUS8iW7PprmYwxxhJJYE8Z/kcu7Ax1xhJfy2ddkoBjUNf4NJuQfywfCmDwgWv5MSRXtrAW+OCqHcqlDncuDi0DHcvHzKavQhfcxvXuh4io8WH3RGvEjTsDuh6CblrP6ZNyhAIPfP9vFVNDprtLuK8XBhu/nyxKZ2jpc0kR/kxePu1dOw/nm/y/BhW+S2FZjDfxT3HO7N6nNxZiJOvc/uF6U4e+f4IT1+UjJtFO31FZQbs/ggcTdT7JrHzeAFtWw5T1GrF29uHkGvmEP8zT0RLkiRJF6bzPtnbllmFZ3MB5Zs/Y0NtMHVOjR1me9qpZVSZPtjQcWBjprKOYLWBchFIkRnIQTrQnjyyiCKBEtKIx4VKOA0UEcJodlFMGA9b5/GQfhOVwod2FNNFy2e30Y5K/OmrpNGiuLPK7EMSxVyrrmaV2YM9JOOBky+sr7JXtCdBKeUW1x1446CSIAZxGAs6N1pXcdBowwqzP+9Y3+NB17UUE0I/JYNiQkkXkYTQhBWDUCpJUCtoMt3IJ4xoKvBT7YwQe1gpBrKFzgTTzM3qUh43b6QdBURYm+ms5DI+opltZSo9LnuKPavmkOvWgQMiEY/qo0xz289u94FkV9t5N/kEke36gOnkiT0q+Za2BKkNbC1wEhPsz+1D41ibWU9SqDc35NzDhsib6Hrsz9xmfZarByeRk5uDp28A760/zu6xRYjUJUy2P8Pq8A95xnE5XXM/Y3/QZJrDevHU5E78+ObtrPOayIlmTwaHO+iU8zWfGJO537qADNrQXmSzz0zEX2llgJpKolKMj2KnRnhTYIZyh34Pf3F7n416F8Z7pOEX353PWgYzqeZrDviN5I6LBpHxyfWscnYh3NLEHOdQjqsJJAR7MznGQVRCR7pG+1NXmMYjaypY9sCE0yZz3nS8jEW7MglsPM4gv0paw3oSkrOUt+oGM6FLGF0bttDDrYTKEa9TWl5KmwAbPmH//nt+i2pbiPY0wM3nZEHWerDXUX1sA75hCVgjksmze/BFuoVoo4BrLp6A1VO+t1aSJEk63Xmf7AFUlhbgXPEYWxzt6FI8n5nGE4xTD9Fk2ohRK/hJGU6QUUmoUoNTWLHipJQgigmhD+l44qJK8eO4iMGDVjpQAGg4UajFn8EcooBg4tVKisxQwtVqFplDmMhOvDSdY0YcJibTtB38xZhGW6WUraILF6k7iDGL6WbJ5yn9GqrxxQM7PZQseqjZBFHL+8ZUrtbWMFQ9xBjXn3nZ8ikpajbPu2bhpThYZ/YknEpa8ORby/N8ok8iWKnHppqkiVhyzQhyCSOJQh61zEc3wUdz0Gra6KAV8Z56OWkkUGnXCPe1Yg2I4dmYAzy1W6N7oIPGhjo69RiEf95ylgffwBuTYqitqaLJK4Yofw9sFvXkmLMjO0iyVpMcaiUieyHvxL7JoYI6nprcie3Z1aimTre8T/AY8wQrj5ay/XAa33Y+yKS0ETzg+oj+XsW83jQOP4sDh93B0ZAJ3NnyPvdXjGaWtokNan8eV7+g1AggSqsiUlTixEqBCMQdg3f0qczQtlCHN24WK4dd0XRRstnjPpAQtZmrWYp26zY+/+Qt+jZvYo+tL9tsA7mj+V36iMO8Y17KWr0LI/v2xOEyePSibhxKz6SdpYQlRX70sBTQkL6GRRVRTOjXjbR9m3F3VOChmUxUd/C+egU1LhuPaN/wvd9V3HPv45C59mT365T3ITCe//+q/Vx38L68GpIj/fCw/S2ZrK6tpWXJPWjTPmBVajkpYRZ6Buo89+1yRk66jAFtg/lizV6+PtzIi+2yKbZbmXHpNf+bL5UkSZL0h3FeJ3sVjXZCfdx55tlH6WArpyFyGAePnyDfDKEZNyKooYxgrtDWUyIC+MocSzjV1OKLDSeB1OOOTh0edCGHHXQjgiqmKZt5XcxiuHIQL1poL/L5lnF0IA931aBeuLNHdKIzuURSSYJWziajCxUE04iNFjyIopw6/BisHCZZLaRJuNOEOwE0sdFMoQ1lLKc/CjBe2c00ZRM3mw8wir2spxfD2UcD3lgwGWfZy0q9O8dIohFPXuNdnJo70VQwxxjJavoiUBnHLjKJxk1xkS2ieapDIV55G/jEMYpwm50gm84wx0aCrE7etk/gusAjrA67kWY88c36kdj+08isdnIkr4KvjYd4y/9hLpswGq+fbuF24094uVv4bHALG6t8mZ+p0lxdRP/gViL1YvbUeDCiUxQNPklMPHAtjxu38NjEjkQE+ZH/40us0HuRUeUgJjKMoaVfM08fxihtH1+6xtHbs5SFjj6opoPn1E9YZvbjHm0xc42R3GL5kVClgYNmAgpgx8Zan2lMaV6IV6exRFbtYENjJKP1zWzwmsRBeziFjYLH3RawQfSinX6cMLWBWi2AuY7BeIQmMCZOwVGRx+cFwZgIThiRXKxuocn0IESpp1wJIM/ajjqH4A3vOXwgppPkPMbtbauZmj2BWzq6uGjWbSdvwupsCEwARWHZkRLqW11c0TfujHv1uz0FDGkXTKvTINGzlfoD3/Ny1QAUBVy6oGftcmJ6X8SOIhdZBYXc5L+fnuOuZtbnB7hjVAcGdO/MgYJaesSe+RCKJEmSdGE7r5/GfXNtJg2Fx4jo0I8+xmHyiwu5xLoDf6UFNwy6qdmEUUk6sewSyXQkn1DqGMZBAmmkD8cZqh2hghA6KwXEUYoDCxtFTxScFIkgfJRWsogmRqkgWc2n2vThKm0dbSjlCAmkkkBvkYaBhoKL160fMYr9FBLBUOUIa0VvPjLGE61WEUsZpQTztvUD2muF3MwPaOisFr05IWJoq5SQQSwGKvtIxgsH11tWEqFUE6PU0Y5C/GhhASPwVhxkEUUB4QRSzx3qYqZp27jfuogKEYAnLSypjCXEamdUn24EU8clrCXJx8niwBu4IeAA1aYPRwrq2JhWQoqSSUD2j7Sp380brheo8kokpPYQG3Ka8fQPZqBzG7fGlTJv+WpaPKOZ1iOKiNYshvrXcGX9h7yQkEZU8zGqdn7NOq9JuMf3Ij42jmcWbOfWkgmsdPWkOnIYe0sMsowQupDJRr0zr1veZbBzKyOMnYwWu7lDv5sHLAvIEtH4K01sNbrwjGsWEUotcUo5cUoF2e6d2NTuMRZpY2muzKW5pZWH9dvo2bSJBGcGU9RtlLo8qHMJntNn46k4sIW0Y7qyib41P/Ld3iI25LYQLKqZxhaiqOROyw/c7LYSu+ZNOm2xhbXnEm0zyWTTJtSXox59sF2zhBXP3Xgq0Wty6BDUFv7akjepa+Rp92eD3cUj3x9BrH6Cy1mDacLWzCqe+HYdH2f58NK0rrx4cVcCvGz0mnInfWK96Fs2h8v809mY18q+oga+vncaA7p3BpCJniRJkvSzzuvXpd3VTeXuObu5bspYFtTdhVJfxXFXKAWWOJL1dNqKIo4TwxajM1erq1gkhpGkFFEiQnDDRQHh5Bkqj6tfMcccxQRlFymWXCzC4Hr9AQZyhEoCySGUCFHLctGPBjzRhEE/jtFfSeVLMZ6PzUl0U7LZIZJZqg+ig1bIXqMdPjRiRecqdT3P6rO4R13CYnMwDcIdTRhsowuP8C1HlSSStQLixUI+MCYTTg11eBGtVvKjOYCl5mCGsI8EpZS/WN9ntvNBvtTHUIkfATTShnJKCeIbYyy9jTQMVAapx4huamCJnsKftI28YAmk2OHB982JROuHSHHsYCM9cOm13OyTxmJzArnVYbwVtJQ31Kv50GMhcZY9XHliJmri/RxqqePbnfV0CRlL05Z0vHx8eMFrJbaqED6xzGJ603GiW/KI9umKw+LHOJ9sPl+ZwfEmL3QBoXoFx4rcseq+ZGrRxNpauE1fxvvGVHrZCriXBRSZQYxW9hNELWF400dLx4mFTiKfUhFAoNJEhhlNdkkloqycIe65fCim4a43olBPo81CINUUKBE0CA8a8OVOyw887ryKkKIGkgljvnM0H1rf5CMmMlnZwSqzN3FqJZ+bE7iuRwDHj7VjglsuO209qRz4FDVDEnjA2426FucZ99/zy9K4b0x7Qnz+9gCGt9vfvnK5lc2E+7qjuHTY+Dw/Ng8jxb6P0OS2fH2wjrfXneDuUe24e3gCXs0FuNY8Q3m9P/srTPyESr1bOBbtvP7/miRJknQWnNfduDs2LseiKcwri6T0yEb6+lQR1JBGmU9nmhtq+Mocyww2sZ8kHLhTTgBh1HC/Np/FxgAqCcGFwvOWL1liDKJUBOJNC624k0YcV7OKSEstLbixUB9ELlG446AWP7qRiTfNnCCWejyZrmxlnhiOHy3EKWXcYFmJDYNdenuyRSRhah2etLLZ7EY+4bhQsGHyuGUOm4zO9CKDHaITuUTSjBcPaHOJUmq5Sn+U57TPOCAS2WKmEEI9NXjyoGUR6DqmaqGnlkkWUbzjmkwbSplg2U+j8KCaAHooaTRb/PENjGR7rT+GMBmmHSXVksymhkgy1ESiPJxohp2cVi8+8ngPQyh0920iy+nP1q4vszf1BD7NOUzrEsJWa3965H5M56RElENfkz/gBdK2L8PmqmetZRivxe3l1pKxtDoNZqib6NBtED/sPkaUWcY+LYWuIgMP3wC6NO/C36xjjd6DKdoODpltCVVqaRQexKiV1ApfKoQ/nxpj8aWJm62ryTNDCVHquE+/g+nqJm7QVnJCRNPVUshhow3rzBRetX7MWld3njGuJlYpwxM7UWotq4w+RFJNKYFEUU6A0kItXvi4u/G03woOV6uMjbewsyUcZ9xIzLgBaKqCqiiM6xz+H9+bPx0uITnSl+VHSxl15D46Tr6PPWpn9LlX0DD5UzpFBWDXTdqF+XDg2HGUPZ/wQmkPxhrbKfftwMQ+ndjWEsedI5N+g2+OJEmSdD45b1v2dmRXcSwnHy1uIHf0D+HFw62srotklvUE8+o68Lj2FX2VWKpEAFUE4UkzyWQzRjnA18Yo6vClHH98aeF6/T5a8cSfOgxsaOhYcPIOF+Ou6zyizSGLOJpxpwEfwGAv7TnZSy64nFX8JAbwiDaPNUYKFcKfPUZHDpttqcCfAeoxvEQzjYofE9VdzDdHUEIgAsEJPZybLSv4Vh+OmyJ43vIl2/WO/Nm4nHDqsOBkqdGfVtzpSC576MggjmKY8AEXcxmbmO56houUrRQTxte2P7ND70Sylsu7Rg9KCaS/kU5xTQN77B0Z4FNOqLsFlxpEXFMF0aKK75pGMCSoEaVV8H7Y83RRs3gpr5USr2TijxXx6PRhdN67ju2FOfha7QQHBVNcWsy3jhncvPkp5qqPMsSvlOGuY1ycNhQPXw8mJKm4p1XjOLyAjp5xeFq9eLzpCwrUaDzCwvHPrmWvmUiuX38szVuw4MBHaSZFy2GdK4VOWhGv65dwiWUbDcKTABqIVsvZaSTzivo+MdY6GvChjVlMtisIjVYe0BaAKYhTK+hpnCBZyaWfls5cfThdlWy6kUGFEsxScyCP+6zguDOE+E4D8cqtoM+lb+PdeQDDy9I5uuZLKtsOon/bIHx+4bVqFQ12Qn3df/H+DPVxI8DTxsDEYMwO30CkHz2O/UR9nzEEdok67SEOm38ETX5t8Ko08cLFxTOupsmhc2dC0Nn90kiSJEnnpfOrD2jXhwA0tDp5Y00G7jXHqcvdz5efv0N3LZMZwUU4VA+mq1soVaNwE3YKCOJyVtKIJ/X4sFz05iDt8cBOC5404UkSRfjQiIaBQBBLMR448aMVO1ZMQxBJJRPV3VzCBvqTSgzlDFCO8pHlLQqVKN61vstnxjj20YXbtWWsMXuRQxjtyOeQmcBcMRqXCbXC+9SDGsM4SJKllHeNqeykCzX48pxrNn6agzHqfqYqWwihnibcySCWHSTjjYNbrctYLfrSljJ81BauV35isRhKONWs07sTrVbipsLNyg9MUbaSZsbxgn0GL7p9zXp1EHfVX8aXrYOpw4cWvIjS6rFaLNzsu4s+Zd8yL9cTX4tBnCjl2rAc7liQwdaI66hocLCn1pP91Ra+KwoixsMJVg98jRrWOLvQ1ixkiE8xs32PkNByhGilgruariUpOpQj3kMod2/LsoSn0KvzSdW6kGVE8qfWt8gwohhjOUyaGc8BI5H+lgwClAZusvxEqKhhlrYeE40sM4potZpotYoKlxczHE+wyeiGA43+WgYInZf1y3jVdQkjtQMEKk18YEzlduty7rEsop9HKRUEEqQ0U++yMWHCxew5cowN0bfz8hF36ltdWELb0X36A4xJDv/FRK+6ycH7P/O6tb/XKz6Ql1amI1wOlh0pBcCSPJmPXeMprbcD8PXOPFanlhEb5Em/aXfgdA9BD27Hpl176CsTPUmSJOnfdH617PmeHADv427lxXFRBK0rwlDLec1/LM2E8mVZGBPUJgzVxsXKGnaRgBWT3XTBEyeeOEijDWFUE0oD5dTQhRz204kW3BitHKAJDzxwYAo3nDiowZe5jKaIUAxToZhQZqlrCRf1tFWLuE+/kQ8tb+MSGjZ0blZ+4FNjErepP/C6OYNBaiqtwg1P1cUSYxAFIoQhyhEswkUZvizUhxJJJQE0MUndybfGKI7oseymI+504SZtGbkikvHmXn5iEFdrK1lsDMUiXHTWcghQmgjUGvHXm3hS+5ptRmf205G1eneGKocZrR3gR200s6NK2VQ9iMDmTEDQzd9KebONUtOPYb55OFus7GsJwSkU3rR9yCfGJHKbVBJyv+N29zz2H4jDzS2ONq05jOsQjUivY0bLIu7iIZ5WPsAa0psNuX4o1BAWZKGoTmW+mIG7sHN/wQDe4lUcQiP7+EHK1XredF5EOUE0Ojy51LKRA0ZbXjcu5SptNR0oxAMXx8w4+qgZbDBS2Gp0JYtYvGlkhHqIIVoqA0UqXdVcwpQavBQ7NXizxUzhdcv7+Kh2touu2DR3dmr92G5P4OHYIl7XDzC9ojsjfWtJ6t2fsGOfYw69gRlhwX+b3Ngr+PT7LncLaG4Q2xeAoJqDPN3b48z709ABQXWrSUZZI3cOjSdm+Wx6XjYHgIX7Coj09yDS/+S+MQGebM+qoqCmhcv6xDCzoxs9LSE8netDo931i8mmJEmSJP298yvZ63TRqV8Tt9xDYWURcV2HkNiYS0mzhWvdjlEnvNniaMNubmOO5TmeNq4lW0TRn6OkEo8HLhrwZLy6m0hRRZQoI49Imghnn0gigmrq8aACPxrxQEclnXjuUhcTq1bymT6WcoK53LKOvUYHPHDxlH4NhYTQkXysqsFUsZ04tYwYs5TXzct4XPsSGyZN2HBiwV9pwaroLDcHEKeUYsedjkoBnxrjKCOYSKUaP2GnlAAmavtY6uqD0DRaDBsrjV6MU/fR3ZKNrlgoNENYZfRmorKLfCJoUjyxKE4SKGWl6M12vTOvW98mraYrbzsnoZlOuloL6FT+E7HugbzZ3JG8BoMJ6h78fSIob3SwxDIOm+nkFduneLlpPNcwlieCt9DXO5s73f9ET4vBpIY7eDLgOVq0CL4JeIemtHX0dsvjuYBt/OAxkwElX1CjDKbR5om/K527uR2bcBBt5vKePoFLbHuwmwodyCeAJjwVB9dryxmn7mWT3oVaxYfrLGsQQuBNK0sYwixtLaFKHa/ol/Gj2Y97tcUcFW14UL+JVtx5UfsEYfEkU8SywDmEWK2al9un8XbdQGpKGrmjehrf9CvhMvtRknqPAdMgftBlEPW39/pWNTnYlVNNkJcb/dv+tXXNNwrUv/sq2bzB8jNduMd/AkcT+UGTqGxyMCDKAh0mgLsvAAkh3uRXt0BjGVjcGJQUjG6ajOgQxvGXBtMUNp0gbRufX3U5WGSiJ0mSJP17zqsHNNanl9MhwpeSulZ2ZpZTm7GdO/uH8PaPOziqtkdvbeAWbSnfmSPxFnZCqCdMreFjczJRVBBNFf2VNJ4Ts2lDOT60IFApJJgYygmgGTtWoqikGXdW0Z8ECmjGBx8aKSGIMOoYreylSglgrdmLGCpowQNPWikliCiqyCGCG9XlVOHLJG0POWYYOUSxxBhEtFJJgiigg1pCveLFcqMfxQQSTS0aBjerPzDPHMk92kKWmwM4JNpSRgCxVJJDBO64WGN7iOucf0JB4MCdABpww2CYdpi2FNOoeLLPSOQ6yyoOiSSe1K/GAx1vi0miRyPuQfFU1VYTGhbNkhOt2FSVELWR/p5FzNQ24VRsPGG/gvZmJv5Jg+gfUE//7LeZW5/MHq0HjxkfsCP6Oo7VWbm+4QPWOFNYpg2jziGwefhyrXU12xojCLE5CXAXDEiKZE11KJHOXDpVLke3BfBi0wQ+sr5OkMXJc63TeNw2j7tdt3CX5QdUYQAK2SICu7CwUvQjRqlmtLofm+Jkm6sj9fgySEslWS3gT65beNwylyNKEu0p4nVjBo2mG+O9T+Bur+GgEU+yv8Gc1j5c7JvJU7dfD7s/hK6Xgn/MqfvLMAVvfTmHK6dPx81mwc/jv0u4lhwsom2IN/P2FnL/mPYEetlO3yD1e/AK4YRHN26be4C4QE9SS+r5ZLw/JVu/pNvVrxHu98vjASVJkiTp751XY/a83SzYNJXeodBWq+JAcTObM0q537qQK6LK6RPiwk0xSVFy2Et7dqpdKRChNOJJGm3ZRTJZIgp/mskhCgONdGLpzxEyicWKi8MkUoM3JQQBghyicKDhQyv/x959BtlRXQvf/+/uPnnO5KyJmqycc0IBJCQhkbPJ2WRsgjEGB8AmGGyCsQkmiCQQCCShnHMYxQmaGUmTc545ubv3+0Eyvjz4XtsX3/e5+Dm/KlXpdM+0plSrS0t777VWHg3UkEKndLPZHIEHKyaC5y2v0kwsXURxjCwWsItKmc4X5iR2moMYIDo4aaYSSR/3qp9wtbaJdXIs2aKFy5UN/Ep7mxYi8WKl1MyilCzeNuayRQ6jiFNE4cVEIYU2CqhlhzmIWpKpJ5lE0U2hUkea0sKrxnm8a85GR2G4eopXjEV4pJ1oPBiouCyCLi2J3oYSlL4W7rMsY6ioYaC1G4+hEmV082PPFTxs3EJXUKVFxuI4sYqeU8X8MTibYiOHrP6D7Pel8GFTMg/kNvN+8oPs0UbxnvYLPnU/R7L/JM/1nU1AapwTUUOU2Y/j2BKu8C3hWGuQW4P38GD/JQyO8NAk41AMDxdr22iScYwWFQwQHfTgpotIxqmVDFXreExbQr1MoFVG8rExmxVMo1tEslqOo9ZIJIZ+7tNv4+PQVDYbg+lR43g8bgMHlOFMjOpAqg5meNew/LJEEkbOB1sETHvgG4kegKoI7h/YQKJT/DXRMw049P63g7G9Clb9mCdXleELGt+4df6gKIZtuZkfTU8hdu9z37i3c+taPj5lh6wpvLNiHSvunMIbl+ax8f4ZDBs5hrl3vRRO9MLCwsLC/in/Vit7ACHD5NgLF9BdeCnr9x5hnTaDuQltTGt9n3WBwdwgvuB9Yxbr5WiKqCFe9NAgY2klhtGiig7pppJk0mnhUW0pb+pzOMUApFAokZk4CWAjSAR+oumjjWi8aLQTgwBCWMimgW7cWNBRMfFix0RwMZuJVAJsMIeTIxr4VE4nnRYaSGSoqKZOxpNGK4uV7ayR4/FLC94zK3NduOnFjQcbAayM4DgnSSEGH3+0PMeLxgWMo5zHzeuIoQsFiYUQdaTyS+11XtEXM0ScYpQ4zlC1hpdD5xEnekkW7RxmEIfMLH5veZmh4iRXhh4lIzmRtr4ALn8jR/QB5CvNDDCbGCyq+VjO5FJ1M0VKDQlKPz1xIxjSuQa3ZrAk4jqS/NUc7I/iCmUDB2PO5ivLbAr799PV08d4rZwVxnjSRBu5Lj+dQYXpcg+KUPhTcC5+ewIXBz/DK5zsNgexUNmJVZFEyR7uCd7Kw5aP8EkL8aKHZhmHkwAu4eP+0K00kMhs5RCXsJ5lTOfH1k941nIrLR6DwfZOsoyTrAyNYYq1ggtTu7i+cRGzImrpdufw6EQ712yL4sFFYxiWFv2NmLrnw4P8YvGQv31GzjTh2Ccw7JK/EYx+9td7KW3uJWRIrhyf8Y3Zupgm1WX7cKQPJ+lM5a6v7RRBn5eo3grQ/TDkAhrfu5UfBW/k91eO/fYqYFhYWFhY2N/xb5fsPfb2V9zneYH3/JMYmJlNqZ7I+M4V3F4zjWFUcr6yjcfN6zmHveyjkH6czBV7+ExOI5FO/FhpJYYY+oinkzZiUZGcwy62MpJRHGcfebSQxASOUUUav1Jf52HjZmLopYI0YunHiZffay9zj34rHUTix46Bylz2MF07ynZjMLtlEdM5xlYGcY2ynmIzj2MM5CZtJSGp8L4xm35sKJh0EYVA8qHlVzgIEELjB6GHuEFZSZ7SyBLjLPJFPSvN8dykrGK7OZQdDCEGD5H00UIsSXTSTQSTKCVG6eMabR3v6nNwCT+bjWFcYtnBcTONQq2ZL4OjsCiSi5TN1DmLmOLfwh2BuxhuqWWe2MmHcjZeXcOQkgjN4OdFjTRVFvOQvINJCUFmNr/Ob41LqJPxODUFm91Olmwm39bOCGcbu5oFVXo847Uqeg2NO9y7eLt/FLPVIwwQbfwuuJAm4jBR+ZX9XZr1SG7X72KL7T4ajFiWGZPYI4cgheAiNrJNjiKAxp2W5bzCZSxSd7I8NJan3R/zonk5FygbOZp7Cz1+6G+p4ua8Pt5qycPrSmOxbxmjb3jx6xjafLyVksZe7jgrF+A/LYbQDRNVEX9z1u1fBHSDo/U9WOu283FzCheOz2VwahRW7fSi+qbyVhIjbQxOjYK2Cih+G6b/GGp3Q/45ADy5qozr6n6CctEbJMWFp2SEhYWFhf1z/u2SPfpbob+FrZ++zKudoynxRHJVWjt7671UkM5vtNdZwtlYdS9CQI90sI9BTOQYRxiIhsF0DqNgsp5RgMI1rCJd7UAzQqwX49gn83HjI4ggiR66cXG2KGaxtpU7QveRJtq4TvuKh0M3YiOIByf51HOSZEZSyVTtCA1GPK/KxeRTz1RRzLWWjRzTMyiTGayT4yghmzzqGC2Oc5G6jc3mMP5gnsdYKmggliAaGgb3qct4xZjH5eo2ipQ63gzNRhEq5ylbAZXtciiTxVFWGOM5SB4KOlNEGTH00ydsFJuFp7d1lVP8JHYjj/ZfypDgYUKKjQ4llrFpLj6tsZMaoXDIyGa+70tcqo5ucbMm6hJymlcyTDnFaEczrmA7z3ANCwf081J9Dheaa3hBuZbh5jGG2lrIF7W8LxZyrv0oid0Heca4nIkcIV9p4AptAy1mFM/ql7CPwbylPo1LeNlgjkYBxillXBx8lHu1T+k37eQpjXQSSRALH9guYaa7loNtCqoM4cTPdnMwAWyMpYxakcSMuF7mWQ+zvi8TJf9sLkltI//Qk4iL3oD4AlD/Tq2SESK4/hdsTb+D2YNOF2y8tuUERSmRTMtP+PtxWb6K41oh25sFF4wcQMx/XKFrKYEDf4Zzn/nWt328vw6HRWXh8NRv3QsLCwsLC/tH/FtV4x5r6CEjNpoX9rVR3jWWE8EopsR180VzHLoSizBN7CLIqVAcE2lmgbaHa0IPMoQT6Kj4saJh8gWTSKAHJyHi6WKiVs4T+rVUMgCkIJUO8qhnlthPqRjIe+ZsPpYzWB0axx8sv+XL0EieCl15ZlpGC7tkEU9bX+fp4CVUkUG37uYnlvdYExpPPnU0ksgn+lSmKwc5ZqTRgRuQgE4tSSSJTuap+xkomtGFSjJdXKs/hJUgR80seohEw+DHoRvpJIoRsow3zQXkUc98dQ+tRGGg8YHlSdbIsYyiggYzjgfM2ymggRwayRAtWPtqGSSOk6W2UEEm+0ID2V5t4xfaG9zYcx+rLA/zXMLPONULS/V7OdURQyMxVIsAewPDGOHu5VBHMkkNJSTZdKo9idzCh3TY0hke2EcEfs6J2MvJDshT+/iJ8hYeNYZjZPLz0NVcoGxltFJJmxHFXaHbmWWvoDSUwEj1JL8JXUImLUwUZWiqTo90scKcyA7LZMZYmmhvb6fDPoYFqb18UWvnWn0dQ7R6Xgmeg93mpDmks71L5bAZwaSyjyhpsRE15l4c7nycn9+JJWUQjLsFNCu/XFHKeSNSiXFaWVPSzI1TB4JqIViwEF/PX8/f3TI95x8PzsJzOXWsiTiX+c1EDyBp8LcSvff31DI1L54LRg74L1cOw8LCwsLC/p5/m2SvpdfP7zZU8kDSAer3dREtJE9FrGFnTyJ79Uk8rf6BJ7mS3+iX4kflCNlcLdeTSx09ROCiiSS60VGxEsKBj04iGS/KuU+/g34cgGAyRzBQ2U8hW+VQNKkTTw9TOMpmRjI/9As0FNz000Ek0+VBohQPx4x0DpNHDL10E0G3dHODsgKbYvKhMYMYPPikg7FqNa3mYZabU7ha3cRbxlzcwsdDoZs5IHOZyHH2UMgUDtFGFHlqE6oueda4BBtBCqjmB9omIoSPh0PXU68nUEMCA2miFxdpZjP7RCEKJhcrm1mk7uRXocsZL6qYE3iWGephUhKHsaRnDnlmCT/W3uSu4G0MEJ18bEyjrNmDhRDn8hQXKlvY7bqYY33d3Gf7kjxvAzGWQnbZJpEdoVPZl8paOZ5IezKZgVLe1M/lEc8SkhLysXeb3Ba8E82Ei5OaaWjtY5+ZzxdyBouULWwxh0HIw1lKA4mim0S1g2NmNtuMwZSTzgRRRobZhD+4j+3BYdzj6mZn0MTVVcYfxSoOksnvzIuYqh5geEorZe06xZbhpCdmML5vO7/tvwJ35FSWfHiQWyY+xERRAsrp83SPLhgEnN6CPasw8esYi8gay8K/E4fbKts42ebhmklZ37o3oyCRv7WO/sHa7ThckSyePOzra9FOC1EOLTz7NiwsLCzsO/u32cbt9Yf41coyPJ5+bisK4PbW8XlpD7H+Rso7giTKdt41zsaJjxh66cXJaOUEO8zBOPCRSCcGGlWkUUANZWRyk1jBC/JSQghc+PFjw4GfQupw4ceJh1pSmCqOYhchXjUXkUMtabRhEwZfyknE0McoUck5yj52GUVUkYoqBIvENn5tXsFSy+McNbPJEq28aiygS0aQrbRQYyZylByuVDaQarbwCbP4Ee/gVd08b1yEgaCdGH6sfMBGczhHyCOXBlqJpINYFont6FLlanUNIcXKr/SriJJ91JDMSFFJsugiVbTTh5MymU666MSuSKJkF6awsVqZysFgGlcpa+kzLRQqDQQskYwyjvKGMZefWd/nzsBteLAzWz3El/p43tR+DY5Y7ME2jiRfwBF/MsN6NuO2CpItHn7nmUO+fpwJ2nH2mfnsdM7G0lfHY8qb3Bm6k8VxNST3lTHM3sa1gXtICjXQabpJop0e3PzM/j65so7bA3fwQ+tKio2B+O2JDBs0mIRTX/BUxAPE2SCm8lNModEpIwjG5DM8xkdBxyaq+i18YLmAwZzkV+NCHKis50DyxZR2gtOq8tZ1475zHOqGSciQOKzqN66XNfXy+cEGHj636NvfVLUBIgdgxBcQ0A2cVo2XN1WxYFgK7+yq4adnks+wsLCwsLD/jn+bZA9gx58fpX3oLTz6xTE+yl1HnEXnvsOppGnd1FkLqPeEUJE8on3Aq/pCyskgll7SaKVIqSFHNpKkdPOOMYc9DCaKfu4WS3lU3sQ0DrGNEeRQSxWZZNKAgUYIDQ8OLmcddSKFaNFPISepJh0Fg23mEJLpppQMkuiinSg6cVPAKWLwsYfBTKCEThHJ9cpX/Ni4jWfUV3jTnM8JmcxlbGSeZS9bjGEMEB00EUu9TGKHOYgo+rASIkdp5QJ1Ow+GbmCoOEUXblJkO1WkMVktod2MZL6yhyAaDxk3MomjPGX9MzqC1/SFrDNHMY5y8iICLO0fxj3aJ7yiL+Ss6bPwNh7nsbZ7OeRL4KiRSa0ll/3BDPLVBlCsXGKu4ObQ/VymbSFNNhEn+lhnjKJEDmSWowpvwI9UbbRpqVyQ1Eyw+ThL/WPI1jqxaCqbzFF0BmCR2Mkg9STFRi7nWotZp49ElwKbMHnbmM1YyrnD8gUf6jMolVncoK1miNbAc657uSnwDv22BMiZzbIaBz+J38zP6kcRE2gixhJihz+bGx2bWB93NfGJyRRQy+XZXizuOOrcI0mNj0ZV/rpVGtRNQoaJy/avXfj2h4y/VuNWrAWLA7Knfn1/76lODtZ2fWN7+FS7h2yHH1zh8WhhYWFhYf89/1Z7RJMHZ1NolDIw2sJj5ZmcKriOa2OPYBgGvww9RRG1nCKV2/S7OEgukzlMEMFEUcKX5hRelefxnjGLWpLJpJksmtkth5JMGz24iaebp9U3mcAxeogkll4WiN34sVJKJidlKofNbF4xL2SbOYSN5jAsGGxnCB5snCSVRWwDBAVKM/Gil3ns4meW92iVMVSZKWTQyAfGTB5R3iGSfqqJp1Kmc8jM5XNjCqNEJc1mNAXUUUUG52gHqZFJ7A1lc7O6ghqZwEGZSx1JFFHDZmMYq+Q4lhpT2W4M4nXL8/TjZJkxmeuCP8Zj2pgoShmtVXHQl8gzmfuxEmROsodhh37OtdGHUMZcj0sYpIk2ugImyUYDebKWKi2XR4LX85LyPMOdHaxhIjWkoKMwkRKkK4FqkU6bNYPkYDWPVQ+jMhhNZlIcPsXFe76J9AUMZqhHGetsYK05ntttq3BLHxomO+Vw9hgFDOcENnQ2hIazRQ4nX9TyuP4D7gvcTGRUDKv00XRO/AkVp04xRDlFUtNG5k6fzp2Z9QxwmjQrySgT7+CFH0xhUGokC86ezVt7m2H3q6TH2L+R6AHsOtnB8kON//L4/EbblaRBEJ//jfvjsmO/dQ4wO94FK+7+l/8sYWFhYWH/7/i3WNk7XN1G97pfM3HiVLobqlh6UmV3g0G1NpCEQA0lMoMEupjIUZYyHScBIggQwMImywPcG7oNLzaOMpAgKtk0U0syedTTgZsQFpJoI5luDKFxTGYRTR9+7PThJIAFG0FUdCxIFExaiCGOHkxOJxKPqu9SJ5M4ambRIhJIp5n9spBR4jhnqwdYZUxgsbKdPbIQKSUXKttZYs7iCzmFFdqDPG9cxgGZh0aI0aIKKzrtMpJE0cVncgpfaj/lLv02molDw6QHNxohzlX2ccDMxUoICwb3Wz5hjTGGICorzYlMp5hysvmZ+mci1SAO6SNa9NOPi1jVzx4jj2m2KgJJo1haF8lg8zhrQiOYrR7iGXkl1WYycaKP+9QPyNdaCBmSW0L3slDbSwZN7FAnkEw7rkAHTSKWZNFNrqWVSscIRni2k6O1cdwyiH2eeGK1EAcdk7nX8xzX6g/jkAF+aX2DKfIw78k5HDYGkqk0c4Gykw/j7uBIm4k9azTnuSv5oiuTR+Uf6fL4qfW7+I13Ph+OPs7qk3722SZzv+UTWi0pfGq7gJevHIXHHyJa8YEj+nQQNR2BxEF/vyr3/0cvrK/gthk5f53JGxYWFhYW9t/wb5Hsef1BQmseo2/oNazZvpsb5k4kULqKKzbacZoeamQK9UYU5ynbqTIHYEHHRFJLEgLIooUhnGQ3RQyihm0MJ4SGhk4UfQygjVKy6CKSKLzE0o0HF124cONjJvvJFO38Tl5ACAsF1DCQRrJFC4YQrDHH4cGBBYOr+YrXmU8/Lpz4mEApWxjBKutPmBt8ikJOcYgiHASIoJ9O3EwU5WTSTKlM537LZ1wbepA4unlEXcJzxiV04caFlyYSuFZ8RYeIxIOdGPrwmhoHKcBBkImilBYZiYMQI7Qa3tTPJpMWeojAI2zcqqxgmKhCVSQrjEnsMgYRJ3qpVAYSiYcXra9ynu+npNBGO9EMpJEfWpbzjj4Hf0Qa4z1bsJp+yrUCdus5/Ep7C11z0mTLoaU/QI2ZiKoo7Jf53Jxay+CWz3Dj40n1Zm7VP6CCdErNLFaZYwlhIYjGpcpmGswYakjhbvVTVsjJXGvdwEEzH79UqZDpXB19lHI9hYmZblZ3JDDa1c6KSh/XLZzDSFnCU5VpnNf1Nk+qt2J1RfPW9RNg9SMw/FJIGX46iLY+C2OuB2fsPx54vi5Y9zM473f/I3F9oKaTURkx4WrcsLCwsLDv5N8i2QOg4wTPbm3m/oyTNKuJ/H7pGtbKCYyhhAYzjgEug3aPwXFSTs+BxU80vbQTjQ8b8fQwg2KWMYNWYriNZWxkDDUk4saPGx/nKrt5zVxIBi304cROgCbiSaALE5V4OmkmgQAWNAye0v7EamMs7TKKJhJ4XPkjB8QQ9piFHJJZ/FRZwsPmLbjwMEscYoWcSBR9KBhM5wgOgky2lPJFaCLHGMh8ZSc90sVXcgKvqc/xW/MixstSljOFGpKJwEcU/cwTu8ikjX0UMlI5QTcRAHiknToznlOkAIKzlf0k08HPzR8wgDY6iMKHjXGUcYO2hnylDhGVwXMdEygli2u1jWSbNTys30gq7RhCISgtzFSLCQkLa/QxpNLGy47XWC5m8Qe5mOf1JzlmZmFIwZdM4VxlHw7NZAqH6VWieNR/JSlKFyOVk+zQC7hE3cLroXkoqkK74eAWy2p+b7uJC31LWW5O5Tn1ZZ7XrqfJjCVT6+Ru8x32iBGMczWyx59Be9xY7ATQe1q4PPQp5ann81WTk/ssn/JM0rPMG5LIQvcJKJj7r4k7Tzu44r/7c/pbYdOvYOGLf/9rw8LCwsLC/gn/Nsneg2+v56ICK93tTRRqjXxyoImv/IO4WXxOZs4g3q60YBom6+QoxlPCbgYhEaTQSQPxJNDDCCrZwjAEkoE0UkEWc9jLIXLJp5YysmkjilQ6MFFIoJtakgihkUMjM5RD7DIH00A8Gvrp6RNmIkfIoYF40mjDToAk0c0hOZBeIojAQxsxaMA8drGd4fTg5FplDc0yipu11Xyhj6eaFBplHFcr61hmTsGLkyS6cOFhFRNYoOxkvCjnD8Z5gMK57OAYObiFjw1yJIM5SQgLN2qryZKN/Na4kD4RwUmZjI6FJLq4WttIoxlFl+kmJCycox2gR4nBmZJLcW0fcZYg6RmZpDWuRQn28WToMupJZqpWwk+UtzlhJrPSnECPFs8V8iuKZQEBRwJH+yPIFG3EiH5OyBRmWUtYGpiAV7gpMQcwTS3nSm0dd5n3MVXfTbLSTVJsFI2dfVykbqPGTOCkkUinEstURw3LxGy2+PMY6WzhZK/gtcRlbOtwE5+YirPtMNNi2nnLXMgX6mwmJQZQ+lu5RlnJNW1X8tFcQbzZDmOu/b8csX+Drwsc4QkZYWFhYWH/Wv82yd6pdg/7TnXy8LIjfDYvxBsbj9KiuwgZJtm04FZ8vG3M4iplPeminb1GHg0knJlpa+DBwWCqOcZABBI/VqwEKaKOYvKIp5cQKjqC8ZSxhREM5wQdRBDAjo0AEoUk2rlI2c5z5oWYWInAhw8bnbhx0082zZwklWj68WEjTzSyTQ5ivtjLrdqXvG/MZq+ZTyOJZFKPgcokyviEaXhwcB47WcdYsmggjXYOkosXOz5spJ4Z9+bAQycxpNHKLPUADhmkHxdfmaNpI5YhVJ/uvSdaqJFJPG35E3VmAm7hw0qA3+kX00YU8dYQmqpyr+Uz2r1BVsppFE44lxEnXuHd1oHMZD8HZQ73WT4lIC0sM6eRKxp5Q59DGm2MVKtJpJOfG9eQTx0JdNFFFBUMYJhygnTZTqalkznsZqsxjFfMxcxkHxfZ9tHsKuSZzskM0ZrA8HGh2MxRpYjuQVcz/fgTDIkxSDzrdpbuKmdQ+2rq7QXU9Emc+HBFxVMUp/JI7Wis/g5+mbqTnGlXMnmFmx8P6Sc/J49BRf9AO5OGYmgtg5FX/s8HcFhYWFhY2P+Q7201bkuvn/f31AKw6mgT3d4gO0+0c0lCDXuqmqnRcrjasYtz1P2slmNZbk4jhn5shPi9cT4lDCSEBRPB7WI5XuxUkI6KgYsAUfQzRxRzhGzAxEQyk4MsErtoJxqAw+Rzu1hOM/GAgUQwQqlmiFJNF5E8pL2PhSC51DKCCjqJYj+FvGd5kj+rTxPASqt0MokyuqSb5/WL+cScyhWsRUNnvthPBEH8wsoz6muoSLYxhFnKAdqJZitDmcJRHlHex0mQGNHDhepWuokkjWZu0VaSRjurzPF8ak7FRogrxXpA8oT6Nlcpa4nAx8uhRewz8zlo5rDZHMVYrYrrlJWkBmvx+kMUBo6wTo5nQXwzy3Yco7e9iYXuSsYpZfiFk9+KaymVWWTIFt7Sz8EUNvYziE3GcAqUeh5WllDo7GOhtgeL002R2oQVk8/lBH4TvBBDKrTKKEwJ12lr+VXgYsq7JA+rS6jT3VyvnR5X90loMpe3PMPoiA72jHiK5syFbHXN5UTyfNI9JRimSVTORIptE6ho6iZL6+L6IpNdoVyMun1cMzGTxMJJ/Havhz3HG04Hkq/7Pw+yuNxvtEb5p4T8/73vAzB0/MdWcqiu+7//jLCwsLCwsDO+tyt7vqBBRUsfw9OjOVrfg0UVLDtQR0z5B2zoz+RO4890SzdP65cwzO0l5O2lx7DgFzZ0Keggmj6c5NKAHT/lZKJj4TfiZR6TN5BNIwYqFWQi0DFQCWElh1pqSSCLDqpJ5DHxDqvlBHYyiLuUT2mSCdTKeMrIYBIlVJFBPzamiKMclHlkKG1UmimMFRXkUYsqTDqIpst00UIMOxhGFo3UkEIEXkwEEo08ajmXXWxgFFWk00E0D6gfcsDMJ4EeckQDR8hhAO2sMMcTTy+TlWM0yDhylWZ+byxGOzM1Y58sQEiDwdTQhwMpVNJlC58yg0S66MNJHnXsp4izKKZKpPNkfiXL6xz0+UPMFIdYxjSuZRUlDOQdYw4jOM5hCgig4sfGGCopJp/z2EiE0FklJ3CH+jnvyHOZajtBe0AQkhoO6aGEgVSSySilih7TztXaBr7SR3OHZQUvhRZwsbqFl43FuEWA3+YUc1/jTAbHq9Q4h3J/cjFph15kSfTNNDfWMYMDPBr8AXOjG3D76unRNY66p9GjxjIxL4W8BAfph59nYmQ71nlP8eHnn+Meeznzh6X8awP03Qvg6mX/0JcGdAPT5K+NmPUA7bvf53M5nesnZ6Mo4QKNsLCwsLD/vv89fSb+SQ6ryvD06DOfTH67/gQ3+t/hbc8AVE1jm5jCG74p2Amwq8+OjUjaicYlfcwWxQyVm3iBiwFoJJG57GELI3lSXk4PkTQSpJsIrATR0DHRMFE5RRomknoSGEwtTiXAESMLNx6+MscRQYAj5HCNWE2JzKSGRIJY2SBHoqPQbMYigcMyB7vwssacwChRyX4KGaeUkWB2UUQNU5RSys1UjjKQOLq427KM20P3YiXEdA6SSTN/NBaiEaKdGGJkF0U04lT8KAg0gmw1h/GK9fd8qY/jTnUZzxkXs8YcgxWdHlzE0Uc70VzGBipIByTpohVdsTFOlhONhy4ZSYuMZm29hR2BXMaah2lVo6gW6TzPldxhfkQXkRwmn0y1g/PYSkjCKnMsV6tryBGNZKodaCGJFAoNRgwlvijOtRykVGaiIrhcbibK7aRcH0BxfwwrjHEcI5sGGYuTED8ybqOIGnTNxam4afS1J3PcH6Kio52dLceZYUTSZrgYkSAY0N7C+/Zf0+d3Y7VZsCtdrDd03tMuQ1MFyTERTL/9ZVp7/XiCBhdde8+3q12XXAwXvQW2CHj/MrjoDbC6/rkA/QcTPYAtx9vo9etcNDrt9AXNRvyU6whtPsH+mi7GZf8TFcJhYWFhYWH/h+/tNu5/dOub20hzGqx2zKXfEkemw89cYzPXKqsZTA0PaJ9yudjIEE4QiQchQ/yJ8xhAB/04mMgxDGGhhwhaz2zJAhhY6MdJN1Ek0AlAEp3E04sLPxH0cL9xK9k0M57j1JBKFH1IBDvlYMaLMiLxEkMvi5SdDKADPzbms5vH1D9jEWDHS4ZoQUdhlzkIULChk0AXWWobMXhZrOxmjT4GHzbu5FPWMZYpWhldRHC52MjD6hJi8XCMTD40Z3C5sp5eIgmgsdfM5yNzJiuM8ZiozBV7KKAG0Ckng4FKM2/Lc1jC2fxUfZefakuwGT4+NM8iR2nDK22k04rH6+HHyjsMVyqJE31Y9H4eEB+QonSiEMKJl8NGOvmilmPkYkfymTEFCyGChmS0UkGdmcB4Uco12nrGWqspTT6fNLWTg6KAx7oXsqR/OCOVKgqVOn6tvoYhBcPUU5goOAjRYkTwUWMiA/v3Et9zjAsdh1g8Po9D2mBaOnt5uy2PV2w34lMieDc4nZ8HLuch4za6pJtIu0ZTr5/aTi/eoM6Rhh5Otfejqcq3mipz5dLTiR7Ape/984nePynGZSUrzvmt67fNyAknemFhYWFh39n3dmXvL7q9QbaP2MDx9gDban10KgVoQQ8b9aGsUSbTZLqJ1vvYzhAMVC5mI+9zDgKTdqJJpAOborPZLMRKCAMbEpUOorDhJ4Ee2okmhj5OIWkjiiKqiaGf7YxAIBgvylgiz+YCsYUs0UyZmUYDcbwnz8ZKiALq2WcWcopUDOBjZnLUyKZAaWAQ9bxrziWObgJYcOOlnEw2mqMIoXKhsp0O6SZC+NFkiGe4mPGignIzBRsBPpIzaDHieF/9BT8xbiSdVkaqJ3AKPz83rqNbRlBANSqSflxMU4/xsH4jAez4UFljjuYZXuWUSGW3UchWcwh5aj21RhJVZjz3WZbyiTmTViOWCpnJWOsJXvDPJ1V0cnPobrJpQMPgEmUrW8yhPGdcjAcX0XRzt7qMj4yZXKRuxkQwUTlGnUzh5/J6XtV/i7/+MGUimWuVrxCqRBUmpUYWu8xBHCeVXNFEq4jjXeVJQorG68YCGuocNDrGslDdg6vnBI+vz6beGEqWw8cT8hV+3XsJ0bZ2NpvDUQImA9U2dovhzBuWSn9XO90ePydaPbQeXMUVU4cASf91gP3/0GTZZVUpbexlTFY4sQsLCwsL+9f73p7Z+4tfry5nWPdGhslKjrb4eMs3nehQC5XBGJ7h97xkLua4mYZER8eGFxserDjQMTFREXixAxBLL924iMSHF+vpXnJoNBNLCq30EYEHBzH0MFRUky+reZMF3KMu41VjAb24GSMqmCX2s84cQT2ptBKFFT9TOcYpUonGwxGyuVLZSJ9pZRkzmMV+8kUju2UhJxiAHyugMJwqwKQPF6minWMyg0+1X7JajmGVMYEuIjhFKiCw4Wc2uxmq1jNWlHOIfCLxoEqDB4zbOV/ZRh51jFBP8YkxGZ+0k0MDkYqP3xkXEkUfI5UTXKGsJ9ml4PH52GfkkysaKCeDEa5uNvcNoE+6qJXx5FPLF0zBh4NV2o8RQtAoY7lSfxQnfn5peZMR4iSfWRfypaeIYVTRiYtDMh83XiLpJ4iVBLpIFR3cFLGDPn+ISnMAnYaTLK2N2/V7uFcs5V15Nmm0cr1lLQ+GbuTskfnsPXacs9VDTNZK+Ln/Mn6hvo7V7EeaUGht4drgg+QaJ3jMtYzXi95k7qTR5JT/EW/BBTy/vpJfzk6E5GHfKZn7y6vzXZsed3mCbK5o5fyRad/pOWFhYWFhYX/L9z7ZA9i29wApjevR9H4eODWS2h4Th97FGMo5wQBaiMKGgURluKjisMw8M3UihAM/KgaVpBOBHz8qt/AFnzATLzZUdAw0XHhpJ4bFbMMjHGyQoyikjiMMRMPAQOF36ktsMoZwknR6cTJaVBBE4xJlC48Z1xLEQj8ODATjKKWVeDRCHCedszjEZk6f6wPBfHaxnaG0EM+9fEAD8TSTSJE4wX5ZRAWZJNNKCzHE4CFB9HJUZpJBCx4iuEf9hCMynVR6+MKcwHT1GK8ZC7Ggc7/yEU3EUWYOIF700Ssj2E8h6bRylbae9cZICpU69tinkuA9ySylmBUD7uSulsd4IbiIgzKPHGq5QNnBH8zzSKadH6jreMM4l3SllUViJ+vMMeyRRWTaPVT7nfxee4k/63MoppA8pZFDZi6L1e0cNLIZqxznbssyngheQwgFj3RSQTq3KJ/zLvMxTBhIPdlaBx1KHA9EbuC+nkupDMXyw6jdlBpppJl1GCYkBusRgJQGBykgV21ja8JlfHj3PLZXtnO4vptLBnSSkJQKUd8tufpoXy02TWXxyAH/kjgOCwsLCwv7n/D9TvaOLGV5jYVzhyTj7Wmly57GNe8eo0tE4tdNIvBxh3U1q8wJ1OjR5FFHFxEUUMsKJhKBDw/O0/3iyCeRbkpIx4aBjnr6vBkWIvGjI4iknxA2ckQjPdJFM1F0EU0snXRyuhnuNA4CcJQ8RlHKLkbgwEOC6GeULOMTZvKI9j6b9SEcJp9ZYj8ZShuvGQtJo5UWopnLXmwYvMNccjmFhuAEAxhDOYl0sZNhdOPkSfUN9hkFVJDGYnUHX5lj2ScLSaKTC5TttMsIzlX3s8YYwzCq6JKRfMAsCqihg2iaicOPlecsr/FhaBq9RNCOm1nKYQ7KPOplPC86Xudp3wVMtZaxyzIBnz/EEWMAdoLMZS92JchmcxhDqUYKhR5pI1L46JaR5NLAMQaSYPHRYMbRaERxjbqalcZYFmr7uVzZwDvG2awxRjBAdBBPDzdqX9EgE9ilF5IsumhW4lhpTKETBzPVwxQbuYy01ILVxcXBzzGjs/msJ5fiYDrv2X5Nj2HlWf1ixivHcSghRl71FDFRkRSmRLHqaBPtfQF+MCmLTcdbGZ4WTazL+g+F2oOfHOGpC4b+/cpYbyes+Qmc/+rffWZZUy8FSe5wtW1YWFhY2P+o73eBRnwe1VUlHKtuoqbmJMuWf0a02c2PeZsiTmFBx6ODXzeIoptFylY6iKKTCAqp42qxjjxq2cQouonABCxACAug8Ib6DDH0oxIkm2ai6aeNaI7LdPqw82N1KWdxkH7cpNDBSMoBjcMU0I+dzYzBixUQREgPeWoTb6m/5n19JpHCy2ViPbGij31mHneJT5imHCGIjZVMYAdDSKGRWlKxESSaflx4QAiesLzFeKWMZeZ0DpJDLH1oGKTSiQUDE8EmcxQfyTn8QH+YKtKoVtLItrThJEAxORwjiyZiiaCXdNnExeoWQghu0FbTaEaSbA3icLo5EYrHJ2zs13N4LuJDbrF8yaWs53yxlcWWHYxRKhgsaqglgR7pIkr4sEmTRuJYz2iGa7WUhlK4VX7MUstjXG3ZwDXKGhqMWNYbw9BkiHuVT6mWSVTJATxpv5/V+kiy1Ba61Fiu0jYRSR9j1JNMiOrmTvUzzpqzkFB0Dk58xASbGW0cIosmEkUPbxjzSKSLacphrpo2hKLWVRTauwCYNySZqyZkAmAYEvM/+3/O5l9D7e6/ft75e+4Y2PLtpMw0oXbPN685Y2Her/+h8F1T0kxfQP+HvjYsLCwsLOy/63u9svdZcT35SRGIDU/wcl0WbrOHbFlPq09htRxHF27yqQMEQRSu1dbyG/0yHhJL+FDO5AnLO+wJ5fE0V2EhxEr1IZ43LuUw2XQSc/q8mkwngBUJJNBNOzGohNCxEE83Fgxi6KGFWLpxMZRTtBLDSFHFIKWGzcYQWolnlijmUzmNCPz0YudSsYVjMov9FJBPLZk0s48iovAxWFRjFwG+MMfjIwIIEY2POeyjR0RgJ8QA2nhbno2Jxg/Vz3jLOIeblS+pk0l0SBcnSOdCsQW/YuczYwKtJBBEwYEfifb1FvQ0cRgp4XbLCrzYeD50EW56SVC8TFOOkB8RICI+iRWnVHpFBFvkGMZziHTZzNvmPGLoZZp6hIlKOTVaNicDbspkBv3SSQVpCCCeXnQUblOX0y6jGStKeMG4hPGUspPBZItm1sqxBFAZzikMFAartaw2xnCOso9KM42xlhO4RIgRsoQfhB4hxxVgln8dt1q+4JeBKxivHWevXkg/VvbKImLoIyUlg9m+r7hycgFMvfcbsfPl4UacVpVZRX+jQEMPgmqBv5zFM0KgaH/9/BchH+x6Cab96F8W0y3v385a92KuXnj2v+yZYWFhYWH/b/veruy19QV4/IsSunq66WptICsxGq+hsj+Uid3u4F3r0zgI0U4UR8mmnSh+p1/AANp5T84hQgS4P3QrOxiCjoYbP33CzR4G0UgiIeB8NjGcSrJoQCVEK7FIDBQEudSQQBdXKWspJ4vpHOZyNgAqEkkQKxNFKU0k4cfKSjmeR9T3qSeOIBZWyQlE4mEuewlgYyfDuVTZgsRkhZzAVnM4AWyASRLdjKac/RQQLfqRQnBcpuHDQSaNbDaG48HOKnMCkYqXWOElgMbv5QW8bCyilTimiKPoWHlJe5k/WH7Llco6CqmmQcZTTTJHjQwOG9ncqX7G7eoK8kUdnWmzqPFq/LBqAu0ykp3GIBTDy3RxmOfNS7lA3YYHB28Y89hqDOXT4Hj2ysEcl+lECB+3Wtcw1VGDHysKUGWmsskczl77FO63LMWi6NyjfMpncipg8pL2Ercqn6Ni0GPYidV0vDjoVOM4aSbxYXACv9EvYywlPO74iFHWWrymndFKBcvMWcx2nUSREgdBovCyqONPbNUmwcQ7vhU/0/ITGD8w7m8Hl2b9ZmL3HxO/v+htguU/hIjkf01An5F42UvMmjqV2g7vv/S5YWFhYWH/7/reJnu3vLuf22fksrXax+QHPsboayVXryIzUuNj/3heNC7kQmULZ6sHABMvDt62/IYakujFzQGZQxVpHCOHRLpoJo4r9EdpIfbMGDWNn8vrKCEbC+DEB0hUJAXU0E4cGjofmmehYhAtvHzBVFqIJoCVTXI4rxkLWCi2cTEbaSaO141zSKCPKRzmCfVNVGGyQN1NB1E8oH7IG+Y5RNFHNs2MpoJYPAygjTZiiaMLHQulZhbVZgIWTDJpoB8nQSxIBCFUThipDFJrGalUYSdIIl1k0UQAjXGU8KqxkDtDd/KGeS5VpGEnwARRwkC1lVfN88hUWjgg8xiunCS/YyNVeiKVpLHGHEsB1Syy7uOInsF0tYR1xihyqcdE5StzDGVGCum0kK11kU0Tm4JFOAPtjKCCJNo5IgdSQjYD/WVY0DlJKlsYgY0gEyjnR/ot2BSTacoRTFSq9SiOmtk0Gy72GXlkiHasmkazSGSnJ5Vq0nhUv4Glxln8TH2Dbb4s1jKOAFZGKpW8E5rJxvYo/FL9VvxEOSxE2P75Styl++tOV+FGpsC830DswO8cyyHD/Pr3QlFo6vHTUHUQ1v70Oz87LCwsLCzse5vs3X92ATfZ13Ff8DWo20u6I0Stlk15l0m+rGSjMZI15mi8ONGQ2AmywRzBlcp6bAS5mC048NNCDK1Es5BtBLAQQT9ptDGADlQkNnSaiCGIHQdBoumjByfxdOHGRy8RpNPO23IOPdhpIYZuorARZIccwmGZwzvMYygnGK6cogM3pQxkmTmNcjL42JzOInUna82xzGUvJeQSTydbKMKGnx6cLGYbs7RjgMkIyk83GCaaEUo1XUTRRQRns58JSjkPWj7klJnMHjOfHtz04wIUKmQm9SQxT+whlwauV75iModpJY6P5ExuDt2NDZ1lxlTc0ssIUckJn4NE0UOiy4ZLNbnCup33gtOIV/vpMuwsdpagWhzkaW0EsXK9WMlJmYxHV/hMTuUkaew0CxmunsSHjSCCX2pvcZwMWmQ0TWYsn5uTeEd7mg7cLFJ2cLt+N8Uyn0vVjagYXKRt4Qn7+3ix4Rd2EulkobKDq8zlrPYPJtIq8SlO9sgimg03bnycrezjA3M2h2QO6TEOer/6xb8s7r7RgNkVB1mTv/MzP/rsc5qXPfL159GZMUwcPxmmP/idnx0WFhYWFva9TfbaSzZB2ZfIxMEc3rGKI52CtfoIhopqMpQupnOAhcpuMmlGQ6eDSHaZg/jSnEANSexiMAEsuAhgovIl04iknwuUbajoSEwCWOnFgUTixIcfC11E0UMEDSRQTD4+bNSQiI0QiXQyiGri6SaNFlRM+nHQQwTlZBNHL8l0EcTCIFHNjeJLpovDHDfTeEJ5C4swuVNZRkjYCODESZB7lM+YoR0lCg8jKaNM5JCmdJJIG3crnzCUSgQ6uxlMmZnKJaGfsd4cRQAbQ6livCilhWgi6aEHBy+ZF+ISfjYzkmFqDaNFGTZCvGB5jRxqeds8mwKtiS3GMErlQLrUONo8AW6J3Mkz2s00kMwGcyQlZPNH7ySizA5O6rEUKPWYQqOZeJJFN14s3K9+yOvas7xnzGK6vYqfqB/RbTjYYAzjTv1u7IrOQnUPd+t30IWbdhnF5WID56q7OWmmYCJYr48i0ujlNctved/2JAvU3dicbj7XJ5EvaygNxJOvNPKe4xocSohsauk1ncxTdiMRPOl9jMSR8zlU180/fDw16IHg395GvWBU2nfuq/d/8iYO50XjInp8IQAau3209fn/OsUjLCwsLCzsO/jeJnsLF17ELm0MW0uquat2Giv78jhH2QOKxlY5nAYlhRTRwQ6jiAmU4STIXLEHE5WhnMBEJYSFNFoQGAhMxlPG5+YUDFQG0EkWjdgIoWMlgd4zf7LJZWITNvwYCHQ0BBIPTtwEKSOTCaKMn2rvM5wyQmhE4OUnyju8Z57NPGU3t6vLmaweY605hj+aCwlIC/OMX/GxnMXz5kXY8WFDR8Wk2MzjLX0mPzOuZQ9DOS7TwQxQSQb7ZT4dxNBEPB1EcoDB9OIkiU7GUc5cdT+RwoMPB6l0YcPASohuGUGi7OBd42w6ZBRzxAFazUimqscZThUKBh1KLOeKneSaJ1kkdrK0dxBlwXgWKdu5RN2OjQC/s/4Bv7SSRx3NZgyKNJgvdnK2spc5opgGmcC7xiwaiWOvP51njYt5X85Bx8In2uN0mW62GoNJpJ1F6g72yULqSeRDfRrbxEgyRTvdtmRuCt3Pb0KXcUJm0mG4mB7ayS5zEGsYQ5TsIWjCI8EX8Jga+aKZYvJRpckUjpI2agH7zRw2lrUQ0M3/Mqa+Vr4KTmz41wdtVw3s/sO3Lrf2Bjh/TBZRDgsAP1t+jAc+2HO6MCQsLCwsLOw7+t5W476wfBfdBz+jOyKXej2KDj+4g838SnmDamUAKaKD1wNnU0EGXqxM4QjXW9dRb8bhMzU+NqdzigEUUMMmxlBEDZ24aCOWO1jKcmbgwUEHEVzBetpEHOvkaCwEmSTK2CMHYSGIGw9ufBwnHZCk0oFEZY7YxwdyNol0cI44QLOMQiA5Si6TxRHWyrF0E8mFYit2EWCdOZIuojBRiKUXE5XFynaOmdnoCA5QRBLtDOcU7UQSwEofTpJoJ020MU05xgEzny/lRFwEmcE+epUoTplJJNFFH1a6iCaDVm6wrOZzfRyTlOMomISw0C6jaCCeIBZOyiQ6ZSSL1F0cMnM4KHOZF93IwnF57Nu2jld9M5muHCJDNvO5Moezze1coG3nNf1cCkUdc9X9OPHytH4FeaKBl8zFDOMkvUokw8zjbGEkP1I/YKc5hMniGBbV5LiRyhpzHHH0kiWaqSWFWplAsuiiXUnEavRxk7aKBM3L/lAWESJImmzmR8bNPGl9hz8E5/FTyzt4pZ1l+jROkoqOytThhSQkJHDP7Pz/NJbu/OAgj84vIinS/q17z689TqzLxrWTs7570Ib80FUNiYVfX2rs9vGHLSe4rP9tBhUOJtRcTo01j9Tu/VisNiyLXvjuf25YWFhY2P/TvnfJ3ql2D0ePHeZU2QF62lv40DcWO0HOtR5iiH6M4yKbDeYooo0OysnkFfV57jLuYb6yi04zgkbiyaGBrYwkml5CaLQQgwSc+HHjRyLoIAIQOPCTQwuHyUJiQcHgoPVGJgVfRmJyEVsB+JSz8GAjlzqi6aMPJ40kYqDixYqGiYbOCCqpIJ1M0UazjKKABrzCTlCq+LARTT8hLKiECGBjsFJLimzjLTmPXlxk0MoQTlBNMlk0c5AC7laX8rRxJQ4CdBFBHvUcIY8YeujAxQfq09xn3IaCSRsx3KUuY4kxk9vVL9llDmKvLOQesZRamcRhcugVbhSpk6b1skcfyG3KSj5XZvKS9SWWBccySJ7gYeNmNEVjmKgi36hiJRPow8XF6jb6DBvbGYIdnRh6yaOBtYzFRYDJyjHOUopJoJsSssikBQ2Tj41p1Mt4btS+Yqk+HROVHQzlXm0Za61zuCX4NpmimdfVS/EFAgwTJzko8xioNFFlDuBSZQPbGIVKiN3GYPxopNHCiMI87rv28v92vHV5giwrrueGqd+9EONvue/jQxQmuphY/zp58+/j5Xfexdd6klxqaJFx3P6LP2NRv7cL8GFhYWFh/wt87/4VcRi9DD/+IsLXyZy5i3h0cBeYIYocnQyyNHOf+hGPqW/TiRsdld0MBySNZjQVZJJJE4fIRSIxECTTRQqdSCAKHzqCEVTgQGcALSTRQwvRSDTAwEKIs4K/ZQCtBLHzLmezi0FY8WPBIItWDjAIiUoKHVykbMGNl2FUEU8vbcTiwQFS52xxgLvVT7lUrsWFhx4iqCWJErJpIoFmYvFLCwPVZuayl6kcoZNIjpNGNL1UkkE/Nj43p5JAB2m0sEDsIoSFS9iAGy/pdPGseSlebPxSe4t0WokTvXhwstkYznGZTjcRpKpdbGYUZWRyntjGZeoWsmQt96jLqBDpnCu38KL6A66ybGVPxCyGKTVMimjCY6p0EUWS6OE19XniZBf1JDJTFPMby5+4RN1KhBpgAscYaO1hsjiCHyt363cQNDW80s4xM5OdcgjlZPOgfhs+nFynrWGEqGKnXsDi4HK2KOP4wpzMPj2HvXIQX8nxpCodCEXFqeo8ZtyIZrGyyRhO4EyCXUwRqSlp7DnZ8fV5uNDRz0+vsP2DYlzW/7FE754PD/Kjcwq4wv8hmyq7WPz2cda3RPC6MZf1xhhylMZwohcWFhYW9p197/4lcVlV7mw+l8r2EHE1K7ii/QU0YXKky8F9vmuZ5f8NdwZvRcVgm/UurIYXL1Z+oG5kNKUcIZ8eIlAxcKAzWS0BBFM4ykwO4sdGCTk48dLA6R5qPTg53XbFIICFTqLQ0UinGRAk0w4ozGY3pWSiYOLHymSllONmCnZ0xivH6SCSE6SiYnKuso+TMpWfGtfzBDdQTCEtxOAgiEKISHppJ5rdMp+n9StYzxgOkosHGzoWrtC2INGZLQ4SkBZyaeEEaaSpHXhwUEcC8fTzW+33FFBLDxE8qN9ELL28qi/ARhAPdhqJZxDV/Ey/ip9o7xKBnySlh4Myj07DxVEzC59pZZpylH5fgNbUGST0lVNrxnOubyXtMhpFgYlKGb3CxVZzGHspYosczm6zkGNGGseNFCYrpeSGKkhSe1mtj2Uue3jPnMOfjHPZZI5irtjHcE5wJatpJIYGEviN9geylWZ2mkORKByTWYR0nUwamakcZK8cQkkojT16LhZ8fO4fwZViPXH0cq26ngS6OdTk5RcrS/lgby2vbTnBi4ckDywrYX915z8de7/bUIlhfnsh3BPQeWP7qX/6eS9cNpLfbajkie65DBk/m/nd7/Ok+hqgsIWhLHhs+T/9zLCwsLCwsP/TP99o7P8yt6pzfWoN9rp93FF+C3fLo6REuSjpzqYfF/PEHmpkErdoX9CPi6WcRTrtbJPDOEouEXhIpAMTuFxs4GXjQqLp4WbtK+7S76AfF268gMBGkFGUUc2MM59DRNCHgaANN2OppIZkDCzcqy3jGf1irhNfsV8WcoSBbDUHcYI0QKHFjCKWPkL0Y2Dl9+aFuPEwg4M0EYMdHQdeBtDMSKWKT81pAHQQQy4NTOIoUghiRT+rzfE8qV/OKI7TixMfNg6Qiwc7f9TncY26nn7pwETwsr6YZuIZzEnylXoetCxlUuBFALw4GEsZ3TjoJ4J15lhi6CECL0fNTJ62vEG/aeUVeREvG4uJVXqp6hGsNcfgxIebftq1RDbrNnpxMJUUFii7mc4xtptFuKSXc7RK/qSfS51Iog8XH4amk600Eif6aTOiuV6sIFttY69ZyN3qJ3xmTmWMeZxP9Cl4VBtpVi8+U2eHHMxL4il+yvWYKIzWTrI5MIJWorhRWcEvzWvJpIHn5KXE00OnEs0tkftJyxzAWYl5nDP4L82Pc/4aTHX7IDYbXPH/UOyNy479ZusVgCUXY7vsIwanRn77GzwdcOg9mHz3f/rM6ydnc/Tjx8koXYXdcLGTQWTRyOePXg1Wxz/0c4WFhYWFhf1Xvncre2ZECtMX3cDU0UO4PqmSLb4crD0nibAJXrC+jFfYOUwOS/TZ/Ea/nCS6uVZZjSYM7AS4V/2EiyzbOUkaT8urOZ8t3KEu5z39LEAwiUOk04JEAQS7GYqBgoaOBJLooB8nMXg4RB4SgYrJc/pF9OPkT3Ihw6kklm5OkAEI7AQpJYtLlE2stz7IE+ob3KSsJEc0kSfquV5dQzcufERQSzJebGTSgI0AM9mHBwdnaUfRpcZH5lmonJ4sMVBtYxAn6cJNEzH8QFnHHPZz3BjAhcpWAljIUZqJppdGEsiQLVwSeBQTlVkcwIGfQ+ShobNUe4LxooR2ovijsYA00U4xBfxY/pBamcB4UUqi2c6yjkyetvyJZDrZpg8iXa/HKkzSaOd8bQeduBmjVnCeuodakcpGcxQVZLDCGM8idQdHZDY+00YGLWy23kei0scHxizWMJGvzAmn/34VF1Kx86FxFusDRQR1g1+pf6ROJNNMHHVaBlvMkcxW9pFHDe+Z87Djw4udQlHDZOUY+0K59Bh2MhOi/0Oi93/oa4Jg/z8cexP+1sSNgnPRjn70t+/ZIyF7+n/6PMOUJERY6VASeSJ4Obca91NnJvDIKI3oiHCiFxYWFhb2r/G9K9A4WtuJ9c0Z1Ohx7Mm6lRyjGqVuNxsYQ69hI0tpIUr24lKCfGJO52pzJZ8ygxgtSJUewwxxlHoZT+SZ2RMrmISJQAFi6UNHkEQXTcRiPdNcpY0YYumlDxd2QvTiRMFAIjBRiaOHbiK4UVnJXnMQoyjjDc7DjpcEurAg0IFsWmgglrnKflpkDD0ygrWM4WXtRTboI9jKSCLxcKHYwnI5hRpSKOIUITTSaOd+y1LeM2azyhxPJxHkUs98ZR/b5VD2ySISaKcPFwHsDKQeHRBAEj34UPmp9iF/MuYTkArHyMWHRgHVnCKTsaKcsUo589T9HDMzqTPiSFJ7eUefyRztMJ/rk5mn7uVPxgJucu9ke18yFWTiFgGCUuFNy284aOawTxZRJrMokNXM1Q5QaqbTLGMZKk7gE3aKjXw2M5wcmhisnOJW7Uu8ppUXjIuwYHKBtp29RiGHzCxMVLpxM1qt4Ep1A5vkGFaHRjLQ5ac7ZKU7ZKVFurlEbGSdHI2dEL+wvEVj3CS2RcxF93Qzfeo0zh2Wgk07M0Vj759g7I0gBE09PvZVdzElN55Yl/VvxptumKwtbWFqXjyH63qwagrjsmP/+gV/eX3+id57L22soscb4MMd5XikhVh6KRB19EgnAxJiee3+q/87r0ZYWFhYWNjf9L1a2TNMSZTLTsHgkTwjrzqdbDnjeUk/j216IQGLm7XGKD41p2FKkyTZwQ6GECP66dcFXUSzVxZxhIFsZDSfMxUdBTBx4MOHSidRlJFFN25aiaGFBExUenESxEoEXhQkkXiJo5dI+rChIxEcNnM4TA5/ZgHJdHCNuoEI/FymbuRyZTN1JGHHYKU5kWKZTwWpOAjwtn4OAXF6K9RNH8UUkEs9bjxYMHDgJ51m/qzPoVYmkU0zKXSQL+rJV+rplQ40AiiYXKesJoYuOomgkRR6iKSOROIVP9fqD5ChtHKQHC5jPW78lJFHFP1UyBQOnRnF9pB+Iy/J8/nYmE4p2QRMjUFqA93SxW7r7ShJQ2jTBjBLFBOlBvmd+iI6GsuNyWSLRiZxBB826s141phjOUw2M9VDrDfHcJhcrlNWc6vyBdvNoSwO/oJn9Uv5kfYRt2rL2W4MYrM5HA8OrBhEWSWxERF0ymg2GcM5T9uFy9fEVGctTziWMCOyERc+rGdWXh1zHmW/NoKChs8oGhDD+aPSeH5dBaWNZ/okRiR+nZg5LRqpUXZ+8tnR/zTmJGAeX8vudx8nI9ZJXISFW1/6HAJnVgSF+NuJXsj3N5/32PJjRNhUdmzfjEeqTOMQAolPWjg3LzKc6IWFhYWF/ct9b5K9oG7y2uYTPLBkG72uHO7VPsHRX8OTZfGcaztKAbUsNtbixsvT2ut8ZkxlplLMU5Y3scggJ0jFQCNB9JJALw6CWAkRTw8XspUBtFNEHaM4jgMfDvwUUouLftz4yKKJHOpoIQ6BeWZYmp1EurESIgoPpWRiouDESwrt7DHyKSObp43L2GMWkUw7xxiIBzstxOPBwWBqyBBtKICBRgrtHJYD2cgYbAToIpLjZFJCJmvkWIplHudpO+kkkgaZyAv6hWTTRDQe2onhU3MGyXQTRw/zxG6i8TCOUs4Re/DgpNjMJYCLGpLpw0Uk/VysbKKbSNJFJ3/QFxLEwgTlOANEB7OUw/zRXIBphpiglnNU5jCw+kNiZBeGUGnUXTxrXk6hqMGCwQiqWCEnUKIU8J45m8FUY5WS8/UnyRMNxIt+Dpj5tBHNIKp5R3uKKWoJJ41kXtfnM5wTJCi9jLXW0mEbwEy5i0LfQd41ZnG1ton1xijO13ZT5o/maXEjff39RAovN1jWYCXE54caeKiogyFjp3Pd/Onw9kIenlfEoL+cqRu06OuYinJaGJMZw6tXjf762mcH69l0vPXrzxZVYcFF1zDnhl+QEeckJ8HNCzMsoHx73u43LL8DfN3fuBQyTIps7SzfU84d6jLOZzsebIygiuvPn0tv6sTv+pqEhYWFhYV9y/dmG7c/oHPTmzu4J/EQn3bncqTVoDMgmOssZ4dnADNC20hX2vlKH3Vm5c1POxHE08c6xhJLDwYqLvz40Pih8jlvmvO4QGzjuEyngxic+DhAHv3YAY0YelCQ9OLEgo4VHT8a8fTSSDwgSKOZepKxEkDB4EbWMFYp4xbzfrzYAIVkOnDhoZoBPMh7rGMc+yhkjKigXUbQSCKzKKaULEwEXmz04MJE8L7lSX4euvLMz+1goNKEy+wnRvWwzhhNJ5FcKdbyiZxJP3YKqEUAKXQQST+bGE0kXk4RTwo9ZCqt9Es7B2U+JvBj5QPGqpXcH7qVXlyMpwSPsKMiOSFTmc4hvmAKH1p+xadiFovFNg4oQ9kQKGSmtZy5YhcX+B5mvroHq5AsFNt4Qr+GkDQpI5cblJU4CLCRceTIas7V9nNX6A4AskUzBUoDedQSQx+fG5MBkyPkkxcRZH6enZnHf8n+YAY/N64myx5gsH6EWiOO9Gg7TruViyOP055+NvfsUDnLfoKiCC8Xjs8hctSFpydQSAMs/8X5tz1/BHfS10lgrz+Epgic1u9euySlZG1py9dnBl/ZWMW+LcupCMTwkPIed5n3Ek0vL914DpNz/7EikbCwsLCwsH/W92ZlL8Lfwm8XZVHR0oe/rZrLWc38AV6qu0I8JN6ilwh6pROHCNFJFBZF5znLH9lLIWk0c4fyOb24yKWOVDp4xzyHXBp5VS5mI6PZTy47GUIBpwAVCyHceBnOcSQSCyGc+LlZWUkGzWTTBJjUkkoGjfix4cXF77mAn5tXE0cv8fQyg2KaiUOg4CRAn+LGBGLoJplOGkhgKgdpxU0ADT8qOhqXsAGJ4LHQdZxgAHUk48VKpZnGCVJ5y5iHhSCx9LFbDiWBTvJoYKZ6iKYzq49rGE8XbnSh4sZPPw7KzTQOyzyceEmgh0qZzlfGGOpIpA8HFgyuEuuYLEp4Rv0Dh0QBViS3mT/iM30yS4LTiNVbcKl+DsuBvB2ayQPaUr40JmMxA/xOu4mLlE3UMYDLlA3skMOYoxwgSevjFstK0mQzc8QBLIQ4KVM5jy2sNsfxe+MCiimgngRSLF50Q/KHEo3zfI+RQCfptBATG8s8y2GePK+QvviRrGqNY01lD3v37uD8lA5+dN4oqtxjiBx8NpR9AWsehoPvfR1DB2u78IeM0x+W3XI6GRx/8zdW+yLtltOJ3hd3/qex6A3q7DrR8Z/e/+RAPXC6Afjx5l5e2ljJ5a/tYsn63fhDBh6cPGteQY6tl4NPXxlO9MLCwsLC/kd9b5I96nZz7OghPu/K5OFhHhJ9lfhO7ma+7RADzVoSXArNMpofqstIpItuM4ImGcvV6jrOVg4QpXgRmCQpXbyqvYgXG5WkITCJphcnfqyEOMAQTvfU0+nHyUbGYaDQSwQZNPOxOQud0zNMB1PDRI7SRCJgkkYrFvw0k4AdPzoKdSRiw08V6fTh4DVzAUfIQ8OkVzrR0SimkAMMBkw6iT7Tt0+SSDfxooMb1K9w4CeGfiQGFaQRSy8Kgh6clJLJYXIpJ53fGRcxSylmHwUIIIRGk4zBg5NW4gihkU4rzyivkUwbW+VwUkUHLryEUHEpIbbK4ehCo0qm0ixjmSt24lNc3OjeTaeIZFloIrfYNlAcSKXcSEU3wY6HL8xJlPoi2CDHspDteKWNIfIENnQS9BZ+p1/Ib81LGKqc4C3tN1yobqVSGUinjOQc9jCacjJpY7QsY4R/D7GhZn6pvMYpmUyHiCVLaaM2FMWak0F+5n2Sz7O+wKEYXJkT5OHMShI0P78ab5yugh20CEZeBfpfGyj/aOkRlp1JxJj9OKgWgrrJXR8c/Fa43V03nZoOz98MRX/IpK7Le/pD48HTv/4Spp1e/rJYvmRPDS6rYO2xRm5sfIw+00rAFHxqfZystFTWP3Hld3snwsLCwsLC/gHfn2RvyIVYD7+HnRAHyyo4kXA2tsHz6XJlstcs4mB/LHvlYDYxHr/iZKZazHP6RawwxrPfLKDOjGMMpXxuTmarHMaVykZCaChIdFRCWMmnBjARSEwUkujAgo4AJAqdRGAgKSETB0E6iCaKPmwEyaAVBXASwoOVSjJJoQMXfnJpJp0mBnMKOwGSaaMPJ9s53Sz4HLGfeWLPmZYvkj6crGYiQ0Q1O+VwdhmDGKeUEyW81JFMCAt5opEgCjZM0mkFFBawg1GUc5myiVkc5BxlH1PEUQZTTT51/En9NaCQobTwpHkFh8kjkl6eNS7DhwUXQUaJ46SIThKUHl43F9CNi0/lNCJCbTj7a6kiE7fLRWRUPClKF33SyavmIqZyhBnqEZZaf85o5TiztYMcl5lsZwg6sMUcyn4zF4GCWwnxqrGIR7T3yaWWB7SPyFDbyFZaOKYNIqA4sMamMU87SJXIYL9ZRJwWpC4UiV+LxFOymi/08Zz0O2mLGcXyUyDy5tC67EG27d4JnC7mIWkIJUnnsa6kBX/I4IFz8ok5U3X7+QmTjeUt3P3hQR4/b/Bf48w0AThn2mRSor69/fvsmuOsOtrEgmEppy+o1tO/znhvdw0zCxMBuG5yNt4jK0lp2cxPApexyvoQV6kbeDDlTV6/be6/9v0ICwsLCwv7T3w/zuzpQfB2sK/VZMnnKwkIO6V6Kk8bz/Jw38X4pYaNIBdY95Mr6vlD4BwG2dqpCMbRKCMJYSWASgENtBBNEh0cIxcDBZCYSJLppg8n/TjgzHUrIUxUwCSdFnpw0oubRHoRmAykjj0MJZJ+enHiIkAQjRniEMmig6C08qmcjp0AAWxE0Ucs/ZwgBR8WBODGywDaaCIBAxUT8GPBxEIcnSTSTRE1FKkNlJsD2C0H4SSAHxsqJiEEGlBHIio6SXRxjbKGkzKVzXIEJgpx9HKjshyrIlmrj+IQ2QwVdayTY1is7KTMHMC52n4O6LkUk8c05SjFZi7RwsMJmcwwSwuTzX1UWAaz3p/PFK2UGeIwVvzoumQPQ1ghxxGt6Lym/Qan9HHAyOUUyRyVedhkkK0Mw06QTJqIwUsUveRpbYx0dxPo76LEzOCQzGWmpYzPQuMYSymLncf4MO0Rpg6MZEOLE93Tw639L/NU82iuHuhF7W3gzZ4RZA6bzi/n58D+N2H0NWBzc/kfd/PBzROo6/Ty0b46puTFoymCBLeNzDgXPd4QmioIGSbRzv/QdmXdz6DoPEgb/TcCEbrqytjSbGPW0HTcdsvfjldf1+mWLI4Yvnjqch7pXcRYUUkQlay4SB6/53Ys2t8p8AgLCwsLC/sX+X5M0Oiogqp1NIsZPDeoiuaYcfRs+BlH/HGMjfWRqPTz57aBvGXM4QrWYCHAfGMdkWIYE5VjPGTcQD/R9OBklnKQEzKVW+RyXuM8BCYReOgmgkS60TAZShU1pDCKClYxkQS6mKscYIk5mzh66SICiYkgDQPBaCo4embEWg+ReLGzyxzESE4wlYOEsHCUbPxYKCGTZFrxkYwNH7H0UU88EQQRSOLpohs3CpIYPICkgUQe0pbyWuAXnC32US2TuVn9ipXGOKpII4lOJAZWTJzCxxJzNiYCE0kzUUTRx1GZi25aUBRoN2OJEmXEy27GyGM4FR/xRjs7WUwq7dgIcR6b2CbHYUdHGAG2yJE4giFmqIcptHUTG+rhnuBtDBcn6RMuRrn99Pf1UG4dykueWQgZpB8XYyknTWljv5lHCI0GEkgT5ayT49ir9zHf9wwLQ0+gYrBA3cszgUU4CJEvHGTpVVzj2Mmy/stp6OomOy6Gk52R3Dg6iqmjpnHTsjp+e8dMvlq3mhXlcSyY9MOvQ+aDmycAkB7r5La2X+Kc+TrCYvv6fpTzr4malBLxl/Ypc54AwBfQ+f2f3+GBYX6UcTeDevpViWnZzeKsSfCXRM80vq7MvfXd/QxOjWJI21d8VStIT4yiWRuLisKFA01yZ15JYU4O9DRA8xEomPc/9MKEhYWFhYX91fdjG/fQEhh6CbZgJz8tz+KcVQ5+FrwSbfqPaBexrO/PwkaAn5l/Yq9RgA8bm/UhrJdjeNucj0TDQYBMtYvF9oNcomzgdusKQliQqAyiHh0rI6miDxfbGc4oyiknEw0TCWwwRzCJI1gJ4cLHteo6uojAwEIlqfTgwocd0NklB2HF4FOmc4J0momlkxhyaCKHRry4iDnTua+DSECjHTcx9BJFHx1E04OLOmI5ykB2M5gPg1O5hM3kKc0cI5cbjR/RIuKIxINNGOTSjJ0AhUoDDcTRSwRtxLBQ7OZqbT2b5Uh2m0UETIFE4QtzEo0k8Ko8n53mYNLVTnxYCKCy0RyFl0gqSGOSKOVGdeXpgg5rgPmWYnp1jaCp8KL1VVplJL3SRURvFamylVf6p+GQXpLopkA04BEOvjLHACaXspFMWqmX8YyhnC/UR1DNICOp4AXLKxQbObjxMbkwhfjCKXwVdRnLXBdRXNtFaUM392kf81rvJD4qC/JocQSj092s2LKD35W7KUxyfytsypp6+epoEy+576F0zZ9OXyxfRWjHy3y59M/A6ZY+P3hz7+l7nnZ470JoKUOVIaZYKyB24DfbrIy57vQ5wLIvAQh9cgu+riZWHW1kwfAUfH4/x8impMfG8domDvdFc+64Qhbc9PjpRA9AtYA14n/iTQkLCwsLC/uW78U2bmnJEQbmDUKvL+a810uIcrtJ7z9KbGwUM/pXszVUyAFZgM9QaCcSP1YCaMxSDqJLlY1yJAl0MUY5wTRxiCeNy/FhR8HgXj7mCDlUkkk1SRgo2AiQQyOtxKJh0EwcQ6jiGLmoZ1qwZNDMJFHG2/IcxlPKPooYTRl1JBNAox8Xl7KRdzkblRAGFhwEGMIpTpKCCy8LxG72y0Jc+NjBMAJo5NBAH05UTHxYKaKGnQxBBWLopR87GgaFoo4WGcEr6svcaNxPCwnY8aGjMpZy4kQ/B2Q+c5T9fG5OwIeTWLp4WP2QjcZIvmICjyt/xqkEuV+/lQQ6sWAyTJxikxyBDZ1CqmkgiSniCPdYPuGgmc/bZ6qAg1g4T9lOljPIDz3XYzF9tBCHUzEImGAjxCrLg/xBX0gk/Rwni2yliTzRyPPmpay0PsRjoeuYyV5eMxYzwt2L6R7AtibJOO0kJ40ErrOspWjODRwShcxK6CF918/YHjGbt8o1fjFW5xN9Mh2d7ZS2hngo+wTps28m0W3/Om46+gN0eoIs3VfNwdJyrjl7AuO6VlGeNB/72h/ROes5Nle08/C8Iiz+Fn7+/Is4FZ0bXDuIvnsnR/ZvoaVfZ/HccwBY8LttPLFoMKPjDF5fd4Bzpk/joWVHuHnqQO784CBxETYSAzX8OW4Jf2or4uoZQ4hJTAuv4IWFhYWF/V/1vzvZC/mhZgddn/8Y7/WbWPXei4Q6q/mBdSvX+O9FCXmpkgMYY2+iLuAiUbaSKtrYIYfSh4ME0Y1FmpSSjRMfV7CWmdoRfqzfTCsxxNNLCI1OIjFQUQhhYiGeTjy4CKKSRAdeHHiw4SRAPw4kCiYCFZ1BVNNBJBqQRgt1xDOGKkrIQiDpJJIFyi48po1m4ihUannPnEMMvTSRSDS9LGI7cXSxlkkcJw0TwXBOoBHCQYitDGcBu2ghht0MJpYeHlWXUEcCrxkLGMZJenFSQRp2gvzR8gIPhG6miXgKOEUrMUxXjrHeHIUVnRvVlew2i5goylhuTqCVWBYpu1ltjmY4VexgMJeLTdSSxHXqWo7KLM5RD/Cr0FWckkmAJFL4aZHRXKDuYLU2A2egA1PRKJdZFFka+JH8M9WksNsYxChRTshUaRZxVJkDKCGb+9SlbDRH0oedkcoJ8i1ttEUO4QvPEKo8Gr9zvcfu/Pt5LOor+utLeCnhEW45azAOmw1PZwNxJ5az3HUh0U4LvpBE2/Ui+ef9iIykWNjwi9OrdFmTae3uJXHajfStfYqI4efxRVM0ihDEVX7My9UDiItLZISjlXEZTi7+IkiGrZ8fWZbylncSxOfz9Lx03JnDiXZaqWrtw6appMc6eX3bSdJjHGTFR/Cz5UeJVAIM12rJyMqjuamOt8pVXrx+JmOzYv9elIeFhYWFhf2P+t+9jRvsh86TuC94gV2b1/DnpizWq9Modk3lBrkMj7SSSCfH/LFUymRqSWCkOMkbludxEaRKZlBPPOqZObbbGMlN+o+Ippfn1T/gxouBghMP0XSTTDfxdGAjhA8rWTTSRDx+LISw0EMEGia51AMKUXg5ykAaSaSWOHYyjHliP3spooUYVEwUTN4257GKibQTRbGZTzJtnMdOJnMIH3YmKSUsYS41JBI409bFj4UW4gihkEg3Y0QZIQROvFzBOqplMgeNgcTSR4bSRorooohqfm15gzf0c+jDThIddBBNP06Oywyms49eHOSKRs5V9nBSJjNP3c8iZSfVMpFm4vip9X0uF5uZr+3Fh40f6nexzJjKR8ZZ6MJGPw4e1d7HkJI6EtGlYFxwL5owSFD7uUiuJSrYzF6jkA9DM0iSbZQZ6eyliF1yMMdJJZFOWommQFYTlBpOoTNDHGRDZzzOYDvpShd/NOfzmOMTmHArJyLHUnL0KL0hgd1mITopk57iT7B1VjAlL5G5Q5KZffXDZCTFsq60hR2uWTD3SerT5nPJrix8e94mMPwHvFJqY7izk0y1nR4tkRG+PVzZ8ARZqUnsWPMxl1i3MyzZihM/P3d8xJ29v+Un76yl+J0H4eRWMmJduO0aV/xpNxOyY5kU1Ul8hJUPrL9konmAIXoJ+0624LPGUpCdQX7it7eWw8LCwsLC/v/2vzvZc8XDuJvY4Mtj65EKZrpruVSuZl93BH3WJAq0NgpFHT/UPucW8QVNJBAUKsVmLjGin0S6uFTZQiy9zOAQVgKMpBLQ+LlxFTUk4sNKADs6Flz00UEUjSQA0EQ8EoU02rmALSxmG6OooJJ0TvfEiySTZmyEsGEQRzfvybNJoZ0gGp24iKebR9QljKQSPxYMYaEPN6+yiF5cFFBNv3ASTTejqABMcmhkhnoYPzbc+HHg5xM5k3j60VE5TiYHzFzihYcenBw1M/BJhUrSSZYdVMg05on93K0sow8XQeyUyiwOMYgxVFKo1POscRnFMpck0c1s9SBHZRYKBs8EL+ILOZmXQ/Ppl3bu15ZSShZrzAmsM4fTRCx/MBcTVJ1YMXnLnEus4qFOy2CPMYjVTEAIwcfmNI6TRcAezxFy6JJuSmUmXUQySRyjzEwjKCwMFjVs1IfwiP8HXGA7QL+pMdjRTkq0i08tc9nV4aKaFB4saCbtxIdc8qt3+HRHCS+67qGrownzzMK0X3Xxp60nGZYWReGQ0VCzE+2TH7BgUAxvbS3n+c+2cV6WyQCaiaxezYdVAneonQ3GKB75qpahZjmFRgV39L7IWiYSMkxeCCyg1D6CcckWiMlgxrObeHbNcRaPHEBhgg3vzj/xxaFGuHYlH/vG8XF7Fu6GbeRr7bx13bhvFIGEhYWFhYX93/K/exv3jGdXl7G1rI72zm5ut6/hlcC5aIrgBfNXHLSM4QtPAR6ctBDNj9WPeNE4Hy+nz27F08sCZymHvfGcYADx9DCWMpYyg1GUU0EGmTQjUNhNEUl00k4UkfTTQwQufASwUEQtpxjAUE5QTyzdROPDRib1tJOADwtBLJgo2PBhoJFHIwEU8qjnGLnYCTGYk6xnFFH4aSeSUaKCkzKVCHw0EodEogAReOnBjfvMnN1I+mghjkh81JB4+myeqERKyT4KMRAYaFwqNnJQ5lEg6vlUTuM6sYrRSgUPGzfgw44LL0GsuAlwi7Kcblz80TyP6RSzkdEMoI0cmogUHuare3hLn4eNAIu13fxGv5hu3Fxj38Yiy376gibP6ZfSpCQyTFZyRE8ngQ5yI018/T3MU/bwsTmTw2YWTgJcq66lxExnnFJBrOil2kyiUqYzIsrDCP9e7vNfTwWZzEo16Gs8zozkIKdIoVFL46nR/aQNO4sPVq6lkXiS0nO5KqkOHNGQNBhj+wvsSb2GSX+ZRmHofLZpBx+csHBRoRPX8U/Y50/j2jHxXLIpih5vkDlyF1VmCj+3vE2PaSVR6WOPkU+1TMEiTE6KDFwOOykOgx/ecjs3vL2PVE8pD10wGbn1GTKv/zOXvrKVV6OXsDLlDvLqP2FHRwRFk+ZTmJ3JwIRwEUZYWFhY2P99/7tX9s64OaUKZ7CTGbFdvBU4i8niMHfpb/KkfjVrvQN5UnsLiWA2+xkgOviV9hZDRA0mCvnUUOKNpol4OoikjgTWMA4Ng0rSmSv20kIMlQwghh6mcQgFSQ9uIvHhx4YNnSJquU6sYgdDqSGNcaIcA5VuonHTzwVsZQzlZFOPQMWCzkmSOUkq2xlOAIV6EthLESEsJNJODo1ESA8OvIykHIEkiJUX1ZewYpBBA076icRHMUVIVE6SRBdRJNFDvYwnAg8hVOaIYmYrByiTmWTTwFTlKDH0MUM5zL3GD7FgYKASTz8CwRz2EkLFK21E0kcFGaTThh+NNFpACvzSQgXpVJLKL/XLcBLgJnUVBwNpfGpMJZQ2Gb8Bc0YX4UzM4inrGxRqLezuT2a5OZGf6dfRIqMYTQVz1EMcMnOYqpWQKLp4x5hDGZmskeP4qieD180F3GtZzoWFFk62exiS4uQHI6NZkGvhirhKKo/tobbLR6B6L/l1n3CyuROcMWCLAEVFTRvNJEslR8or6fYGQdU4f9pYlgzaT0JXMSXBZAaOmMGPi+Np6wtyNavolG4KqeagkUVI2Hg0dA0rzMnMUA7TJGPoMmxU9yvEhRr5tLieKIeFC2eMIzGzkHv7f4Cv7gih5lJ+3TqWy6cNYcJVT3D/oomkp6YR5Qiv6oWFhYWF/e/wvUj2IrNGcZv6Oas6EjGlwtliNwqSLtPODHGYG/QHWG59lBSlE00YpIkWntDeYjYH2MZwisnnEmUjUfRix4+GQTzdOPDxZzmPOlLoIQIfDvqIYCSVWDBJpRXnmRbHByhgpRzPBWwik0aqZAoqQXpxkkkTHuz04mSe2A9IJDCDA0ynGA9OLhFbcdNPM3G48FJHEgE0NEKAym6GEU0/o6mg2MxhobKDOpLpIoZi8hhFBbUk4sKHio4TLwNoJVdpJIhGlUzGY9opJp9OomiRUdykrmCNOQaBySyKiaGXa5SvuFxsYBOjOWpmcoNlDTk0E0sfbuEjSfTyCTNYyzgeN64li0bqSSYGD49b3mOJMYvRlmrmOcp4vG06R8mmofgrjjZ5+Tg4hVliH4NjDPKpw4/2/7F33/FRXeei93+7TJ/RqPfeQIAQXfRiwBT3ggu44B53O25x4sQliUsqtuPecdxxTO9gwPTeJEBCvfeRNH1m7/X+AeEcv8m5b+7JjcO573w/Hz6CPXtmFqO14NF61noW+VIzFWSgiDCxUj9fhCaxSwxGFzIVegq3soKbWUU9SbwR9xjm5v0MKirisGkkevNhJo2dwCr/UL6xXM13jRr7k69l7E3P8YsrRoI9CXqbEELQdmoPNB/krR0NbChrA6Ciw8dre7qYppaRHarije0N1PeFuETeyXR5P+M5wn4G8md9Fru0gfxKeZ+5yl6swsMpkckgqR6HHKRUO8DvVh+D7hpimr7lz7vruGFiITtaJaao5dxo+JZNZU1nztpt3EtxupM4u+l/1aUjIiIiIiJ+MOd1GjcQ1uiuP0lyy2Z8bafYc/QEd/vvY0nMq3zRO4QyPYNa0viF6Qu0cJBspZ2TWgYHtVymSAeRZYXXtSuYzCHq5VSyaeKwXExj2I6MoINokuliOvv5gIsYRhUpdLKK8QzgNC2kMJFDZEqdfC6mk4iLE2RhxYuGioYgjAmVIBISNgLcpKznoJaHGzN1JHM526kniW6cNJBAF3ZkdKLwkYCLNmIYIVXhE0YcuJkiH8Ug6biFid/q15NFCzWkIpBQCDGYeg6TzzhOMFYp5xXtcsKo2PESwMxk6Qi5cgtH9VzuUFZSJVL4tXYjhdTSTix+jNgJMJcd9EsOhsi1qOikSx3UiCSWauOZq+zjFe1KBDLPKR+yWRvKFkZgJUAOTcw0HCNK8rFLG0CLiCNsT+FIn5V4XIQxMtlcy3f+NPyYMKARRuZWeR1f6pPJo5k7lVV8pF1IOw6GSPVEiT5apWRS4x0UeI9yWXI3htvX0OUJEt+2k/aeXrZJIzlU18PTlw7BqJ79GaW3EVqP48uZyem3b6D42mfYVOWmo/4kO8JFZMZZSYu2IPc1snv7Rpx4+Tw4HkmSSdJbKaCBwxTQhxUnbm5nFeOUcoKyiRdC13G1sp3j5JCgd/O+mEsIIyNN9YyeOIfWU7u5Zkw2baePUNHcyQOzSqD4qn/vgImIiIiIiPg7ztsTNHRdcOfiAwxMsmENFtNX4eK6tH7yqpu517UAmxTkAmkfPzJtZkNwMFcrW3gpOI8KMpCALKkTK35i6OcI+Ui6IEtqwaZ5OS1l8I2YTAodtBDHe1yMhsxJMjhCHmm04yaKbFpoJ456kUosPVSTDICFAEHC9OMgmj4KaKSVOJarP+Mp7TYukI+wTB9LIi4+YSZjKOcIuWTRhgsbYYz0YMKFAyMhVBFkNyOw46Zbj6KMHKZLhwlgpAMnsfSTJLk4InKoIh0FAYQxE8REiBBGFDSs+EgQncTTg51+msPRjDBUkaM1cqe6lr36QOYp26gJJ/C+uIQLpAMc0fM4JHJJpwsNFT9mjuq5ZNFCUHbwhnYxw6jkVeVlVmpjWMUEksIuhhhbqdSSSZG6+XluMwca/WxxxXEqnMxKfxESMI5jHCWfaLzUiCRkNHTFRLLcTYWWBsjsEyYEBppEPJe59vGidgXz7pjHFa/tIC3GzJ8yDpKYOpxtezt5YHrBfwR6AM50cKZj0TWK7/2U8pZ+QtUfMSu0lxJrFX1ZC6nb8SUf9Q5jVriat7SLkQgwQxxAQ6KbaC5gP1sZih8r5VIOXmFhbWgU+TTzknYNLhwUUUcaHXSYshDppXxb0cniYQHmrHXx04nFXDQuC5Kif/AxEhERERER8Y84b4M9WZb46Obh0HSA8NbXeFUdgiegcbVhJ/1hIzv0AexhIIaQxk3yauLxoEsqHmHhcraRILnw6yoJUje5tNIgJeKW7HynDaOQeuYpW+nSojhGJkGcOHETwoAdLw3EITDQQxRZNNNDFP1YMRPCSJheHAyilmipluMiizpSaMfJqPBbRNNPp3CiIOgkGg0VNxbyqaeKTAQSMholVJJMDy0ksInRgMCLGTMhZOCUSMWOm1Q6OE4hbmEmiw7yqcOHhRjcvK5djIEwZgLcJa9ikX4VmxnNJHGUCpGNDwuntFZS6eEP4atxYWe3nk8LSaTQQ49uYZp8kCMiD5MU4oDIIYUu2oSTMXIFy/WxeHHSg52h1HGQIWTQwtXKVqJ1L2tsF+CITec3JyvoDMhkKV3MUA7xrS5oFDFUK3nM0PbhIopDIp9r2MpebRBL9fGM5gQjlGre0S7GhZ00OlHjconuCdPv6iYnzszwrDgofZi3t9fgCXbj1Lqh3w2O5HP95KffHOORqM10G1NIGnQBRq2altSZdDsKOPbNH1HDXu5O6MbU08xEUUaDHst3DKMXKyoaJ8gijj78CJpEDGUihy4suIgilQ56seLFxBj5JOZgBZ7GOJYGRnO8fzWvTr6FEfHdkDPt3zZOIiIiIiIi/r+c32v2Av2w711Uk5XTxiKCfR3cnFLPYn0GrSTyY/UrPtQu5MbwU8wJvUixVEUUPsaqFbyrzcWnWDkoCvlETKdbt/OFNpUeHPRiZ6a0j1qS6CKaR+SvSMGFFyM9OAAJzp5+W0MqMfRhJEgi3QygiVzqOUo+8aKHJHrO1saT0ZAJoVBFIocoIIxCFG5icdNEMk48DKX63Jq969UtuLCiIyOdfb8dDMGPihcLg6iijAIALuQAPdjRUYnBzT6GIBGmSGrkPeW3vK5fhpnwmePW9CjSaaeRWKr0NJ4wfEErcVwlbeM2ZSPF1JBIDxsppVBuJpFuHMKNAw8VZHKEQr7Ti/mV+iF3S98Qg4et2lBGSycYQyWfyxezKfNB7rVs5khHmAP+ZFxqPA0kc0zL4g3197wuv4xJ6yMgm5inbuEOeRVXGbaTJndSKDezgkl8rE0nnTauZx1+DKxojeXrqd047DaucX+Cr2oHyDJ3Ts7jvZtHU3VsD80ndwPQ0uujYcXzTE2D1zwz6M2YQVxcPGmJsbxfE83Lez0MCJ1guTqbNQ0qAV1glsK4sHMZ2wC4mJ3Y8OPFRBReyshFQ+AmChlBJ7FYCWKSNGKFh4FKM3OiG1EViZdjHqdo/MUwJJK6jYiIiIg4v53fwZ41ln22KVzefge2+HS+9eXwunsyGhK3Wb/lLe1SFOAB+RvsuHHqbkqlMr4KT6aNaAYYOs/OxNkpJ4d2nHThoJJUfhK+EydurAT5UD9ThNiABsCF0kFAIBPCj4mBciM6KlVkcIwcQEVGZxVjcWEjkzb+pCyilGMEMOHHjEKY61mPFzNW/ARR6MVCFSncyAZcOLgj/DBPqZ+wUF6DGT+ptDJcqkZBo4No9jAMB15MBKghngAq+XIj46XjJErd2NAYQB1/1K7Ci4kRnKRErmU/A9AklVnKQSxSgEbiGM0JlouJ/EWbyG3qGmZI+8mmlfnhn7KPIlZTSi92cmjiRflNZrGXU1oah0UeJnzEyv1MUg4zQS2nUY9jSNdaVnUn4vd7mSodYUZKGBcOLIRYIU8nVnajIdGox6JKOoOoYYVWSq2eyF59AIOoAxSaiaVKSud+dRkGBaJad0DNdsbqh5g3d9Z/9IWQn0HNS7Bml8KaJ6hp6+XxmuFMHjaQ+6YXsGffbnYfKaOtcD47u2xcPqaAdMVFitZAtZrLY9o9VGhJNJPAl8zAiZvVjKOFeDqIopXYs+lwwVjKsePmdnk1Vys7aRFxjJPLGGeo5OedF3DzuCyeuXQIr687zKEPf/xvGBgRERERERH/uPM72AOsaYOJl/uZ3/hLrle+ZXDgEIsTPqFZzkBBo5hK6kU8/djZzHCOiHwkIJkevvPlYMGHBT+/UV4niIk8mmkgCUGYy+XtqIRwY6KDaIyEUdHYKkqIwk8Yw5mgTi8lnm7u5i9cyk7i6cWClyxaMKIxlCpWaWPYw9CztfZUwhgYqtQRwMQaSgmhEkc/foxsZDQqYdJo487wj9mjF5FOB82kYhQBHlOWkEQXUbh5TPkcGR03DmwE+EKfzrPiFk6JVAZSy1IxCSsBBlHDAQayWS+hkEa8QuFr7czO11+GbqaMbObJ33KHuoYt2hBK1VO4sBJAPVuWxUgBzQygkdf0K7nSuIMGkcAF6jHS6WafXsBxPZtfh68nVe7iOddsKvQcfmL5hgS5jwP1PdSGo0k2+9kWGsgX+jTiZB/1JLMyXEqllMmthvVYZA2fMNCPCTN+fql8iEtEcaVhF7/gbb6qs4GnHa77lNeWb+fIyaozHcFgJmroxUT7G2HkLWQlOnnvRzNRFIVYm5FxWVGUtbiJ2vwT5qW7GKUdZm3ircjuTi4MbyUMtOMkjh40wIMNC0FAwohGAQ1cywY6iCUGFz6sbBQjWKqV0o+ZnQwhVe5mzgAHN43PpigligcKuxhekPXvGxwRERERERH/gPM+2Bu44yEK1A7eFZfylTKHrbaL2BkezLbwQMpEHhoyGXIn46VyAhiZyiFGyicJYmKqcoh8qYmHlK/5TMwkizZ8mHlYWoIfK6/qVxLCgAcTAgkNiRAqQQw46SOAkRAGfBhpJZ4VTOQ7ipERxNNHF058GPmM6axhHDIh8qgnlyYsBDiq5SARRiAxgaP8yvAhIVQCKEjoeHCgEj5z7BgKNrzE0k+lnkwrcQBU66lYCZFFK88qH2AiiBMXN8qbGSg3kUoblyk76cVBLH2UUE2C1EsPUWgYSKONeLp4xfA6zSKOPKmJjWI0N4eeoJtorpa385DyFS8rr9KBnaNkkSu18MvQjWQoXeTTyGjlFNcbvkNHxkk/V+vrMRNAIsyyUCnr9NH0YiVV6WeooZkB1DNFPkKfbmQ0JwkIAxV6BmvDw3HovaxmLL04uFndwBJ9Cs3EcIHvRU6JDBr1BNav/AKiUgi5uziwf8e5vvBU/TD0tFGQOJCtpzpYeaSFP20+DcCgYeMYM2QA17ZcT0N9NV2bX2ZVk439FNCj2YjGTTdRuLFQQjUXsocr2UYu9QRQOEk23zIClTBl5DFSriRb7ji7a7qX9dooPOOfYPjQEZxo6efVzZUYBlwIEx78t4yLiIiIiIiIf9R5XXoFYPvJFk7UNhBz8FVecs/lQmkvFys7+aV2O016DM86V5Pv2c8DoXuJxkMNKZjwYkDnFnkdIUmlXM/GKnxokkqu1MTL+pUMoAE/Bk6STSrdhJHpx0IIFSMhcmnmOHmAQEIwnFMY0ThKHgCDOU0DqfRjxUiIXuyYCWLHQztxOOknkR7aiKOE05wkExlBP1Zs+LDjpQsnfdgYz2EOUoSBMBICDRUPZgqoQ8dAAj00ksjt0gpWivF04SSbFqLwsZOBaJjwY+AOaQUvi6sAGQNBJAQJuEijiwoyUAnhIgqBRBQe0mnDRRS/N7zJsvB4lonxuLERQx8ubAhklhmeQgZ+FbqeUfJpREwW60PDGe3ZzCk9k3KRwUSOc4gBqARxY2GIVINHWCmQGkmgh6/EVKxSiPHSMQaLal4VV3G5vJ2grrCF4QRRseAnYIhBtcXwdMw61KmPMywjmp6eHpJdB/iocwDTByaQn+ig4tB2Bgwbz62LD/L6ghGYdS93vLuF399yIdKHc9mjjqanu4Nt4SKSwh20mLPZ5YrChY1pHCaJTpYzHg0jmbRRRyKx9JJIP71YaSEOGZ2Fhq1s1EpwCQeXjB+MWr+TJyfF8qf6LMYXFzIiK+bfOTQiIiIiIiL+IeftzN6bW8+k71rcYY67VETqaBaatpKiuPgsPBNF8xItetjXH8UboTlcrWzjZmUdabSxkHWk0MXL+tWs0cbQIOLZQTGpUgd/1OdhxUc7cfRy5jirAAZUNPyYmMoBprOfduLIpI14ujGioWNgP0UEzs7M7aOYECoZtCCjA2HS6KCTaFQ0JMCLmbSzwYQbCwm4KKABDZmnDX9GAqLp4xCF+LGQSys2/ITPflvCKDjxEi17CGDkczGDbFqYJB/hMPl04SBVcjFaKiOXZlLpIh4XKmFCqGgoNJGEGzOPKp8DEhIaMfQxl50cJ5dWovkwPJslYioSgsFUs0DZzM+kxUyRjrJJH8VybSxhZCxSkEE9W3nZ/zOmcgibFOAJdQn3GJcTTT9DqOFGaT1XG3YTSx97xCBGKxXcJy8lRbRxSk8jLBvIoJVu3cpKxtJJFMM5RS0pPKa9x4zepew3llLT6cFiVMjRarlllZuh6U7WrV3OqdZ+lh+shZCPt28cidmgsPeDx8mxeHlu6REcxRejjfkRxYOHMG+AgT2mUna7oojHhQ0/NSTwORfiwY4PM5WkISFoI5ZMqR07PoZxigFSExY8vGp+k2dj1/HzS4Zy0+gkPqq2kRrriAR6ERERERH/Y5y3wV5h0plAzBLuJbd7J2+dMjEyzczC6KN0S06ckgcJwT59IFcZdnOJsotK0rHjR5UFHcTwpeFZGkigihSGStVkilaicePFhh0PUXgwEaYPM25M5NDIFkaymeH0YcaFjWS6icOFDwOgMZpTRJ8tiGzHQxWZBFHIopMn1M+ZyV6MhEigh06iz56Y4cdAmBAyVaTSj40fhR5iGKf4ufIJPuxk0kIPDjqJ5Wk+QEWjm2gS6GKDPhobXirI4Gsms00fhoJOACNpooMEqZ9pyhGeEreRiIssWgGFe+WlmAhwr7qSl7UrGUUFObSTSgchDGTQyVLDM9ylLKeQerJoZhzHGUYl28QInKIfjzCxQh8HGFijl1ItpfFc6HqeEPeRqXSQQjuHKOIXliVMlQ/SpSbyfnAGZrORFKmb0yKV1YzHi4nj5PGpNoX7lKWsZixurMgITpJOBh044tM5Si5NlYeJxs09nxzk1W31fG56nvG5cdyXXsPAlCgem5YGJ1agbnoagJ2hQvJEE6k1X/J89xRqXCF+sVugtJfh6K8kjEwHcYRRceAnhj4mcgwQjOU4VoLk0cItyhryaeJx9WuylC4KlVaeVB4hzXOc+W/v4tpvnRhTh1CUk/7vGhYRERERERH/287fNK67nfVbtpDTsYlHOuZyuedrrs5yc2P1bK4w7mKpt5gAKl04kRFMlw7zmPFz3g7NZbh0mq36UG5SN/JC6Bq2M4Jo+rlK2cYX2jSSaWeA3EoSXZSLLCpEOhI6w6kiWerBIrxsYzgAx8mmmCrKyUUg0FExEmCBtJkBcj2/1a6jlGMcYgDx9CEQCGTqScKGnyxaiJE8tIlojpPLTPkA7Xo0+ylCIYCEjIxgIoexSiHWiFFISITPnlE7RqqkX5jZQTFhBCEsJNJFP1a8GBlLOeOUUyzRJiIDdaRgwYMPCyCw4MNBEA0JOz5S6GIPg0iii1xauUHZwDPaTSThQpEkrpE386x2EzI6V0vf0SNsbGcoqXTSRAIKgvuVZTToMaCYWRUewTuG37NXL8QkhZmklHNL6CfMYRfHRBYTDJWslycyL7iMV/QrCaEyT/qWw6IQF1YeUr7mIe1+ZrGH2fGdrO1KoE1NJzopk9fvvYy9Nd2URveiR+cgyxJLDzVRnKiQEaVi7KuHtBGENZ0PdtSycEI2K199mK3x1/L86StZbr6EqGA7vw1djRQOMkSc4gTZNBPDGLmKI3oGPcRgIsAITlNJOtGSm2TRxVGyyacFlxJLwJxCtrmP3915Oceaemnt83Pj2MjGjIiIiIiI/xnOy5k9X1Djje2NJDjMvOi5FI/PT+/oh2j3SriEibhAI4VyI37MZEsdjJBO45C8vBmay1xlH2/ql3BKZHJD6ElqSGcYJ88EPcJLCl3UkEGFnk5Yl+kVVhLoQUdmPaP5QMzmda7kODm0E40dH7UkoyGTSRugoSGxRQzlKe12rmEjQcy0E8sxcmkgngaS6MeKBwuz5H0UigY8mEmnnduV1dhkP7H0cik7ceLmD/JrNJLMcZGDhoEwRgDMhMmihUPko6JRykkuYxudROHFTAHNDJIb8WsSCjoJ9AACKx5MZzd15NGKCysezMxiD6WUk0wneTTTRiwmQrQTh4pgrHScPmwEMOHDxBYxjDAqC1jPneoqbPgZQC2XKd8RjZsY0cUfbR/TqKTzrn4pedYgr4SvpFeJZb9pNMH4wfzFeTOn/E68kpkb5E3oGBggNVJHMveqy3ELEwtZiVUK8LuusWhCZn84h+dvmYMkSZTmxnEyGM8zK8o4UNfNoNQo1ld6uPHTSkgbAYAiS9R3e5izaBu+7BlcYznAKSmf1z3T+MB2B3IoRLewM9jUSbrciZUwBt1PgdRGKeU8Ln9BLckM5ySSEOxjAD4sHCcXj25ENpmINQri7UYuGJjItaMy/n2DIyIiIiIi4n/TeRnsmVSZFN9pnjwYRamphgSnHeuJL9neZuA5+T2ylA6OMoDrDFuZpewl2hDiS30SpXIFO8JF1EvZTDKcRCXMDGk/AhUPFjy6iU6c3Kd8w6fKM3ThoJZU0qQuVATz2UAuzYAABO040VDoJ4oovLQSf3YeTqGGNAZTzZtcxUZGk0MzUXgZTg0mvKiEGUAdn+ozeI0rqCWZGtJ4MHQ3FXo68fSwnEl8YPgNH+hzUAhxp7oCMz5A4KAfHwZOkYGOjJEgvThYSymgAHC9vAmvrvIFM6knnmPkEk0PdkLcLy1hnHSS06QRi4svDL+igWQ8so10OiknlzaiWaOXMphq0mjkfX0uL2rzcdBPAj20EcN6RrONoTwcvodOnOxiKFcHf0GP7GSWsp/9/jTaci7nt+rbvOmdQq8jn4RQEyd9DnRXAzUdLiCEWQqxRR9CPyZy5VZukteSSidrmIBbjmK/GEidSMQWn8nVynYe/OIwXe4AAF3uINeOzmBkViyFSQ7G5cWx+LYx5/qLVL+b+01rSIk2s/tUE18e6WSzVsyTWSdZIK1hmKGKu42rIOxliFTHJPkwCfRSKp0glj4qRTou7GxiNNPZTw6txOBBRTDU3k+6TWKe8i2qvxvl2BffP7ItIiIiIiLiPHfepnHblv2c3cooLuxczKfByTS3ttDqkxljqGY0ZXwVmkQHMVxgKufT4EQUIagRCTysfI1XsrI2PJIkujhFFt1EEcCAkSDTOcA49QRfhKfiw8hJssignVukNRwUeaxkIjoKYSRAJp4e8mimnSg6iaIfJ5M4wkEKiMJ/LiAEnTM120KEMJBKJyaC1JOMTAgdlY8NL/Kj0H14sKMho6JhJEQUPuKkPupFPKOoYDPDMaBRzJlNKh1EE0SliximcpA0uYtyPYNj5DOLfYxWT/FU+Bai8DCGkxykgFFUcIJsWohFR+Z+6SvsUohv9RK6saMh0UEc8fRygbSfOlLZKIZjw4eKYDQnsclBJD3MYLmBj/ULiaWHaMnLLfZ9vNw/hbnqPppFAiVOD4M9O6k2DqbLOYi3G7Pox0qpvRWr7mGJt4RpHOQ0Gbiw8mP5a74RE0mjnWjJxw69iG6cjJQqaCCBVhHHu3fNYExO/D/cXzxf3MH9LXMo0Y7xRtcIUs1BdNmE2d9GSLXyWOhtfqNdh45EJ9HkSC2Ui3SMCDJpo4MoPFhJo4NkqZeJ0hE+NV5Fl19iUkE8V9qOMnveXVC+DIqv/pf0+YiIiIiIiH+F83aKwjLsKnrUBH5ePwKLr5XtoYHskUfwenAOj6pP8pWYghUvRXoFHt1EL1ZCGGiQ0/hleD4HKeA0qYRQeIxPGcZJ4ulhjFLBn8Mz2cNgysijhNOAxCJxFX/hArSzNfAUdCR03BgRCBpIxYiGGS+nSSeOXgZSw0DqseHjAZaQSxPR9GHHQz8mbpNWM4wKghgZzzEeC92KCUEh9VzKDsyEmMJRQkhUiFR8fy3ey5n6dtPlg3QRQw8OpnOIiRziAfUvfKlPpYZUHlSWsJUSWvRYzPjpw84mRpFHEwcYiBcjUfRTSB1viitYok/hGuVbiqRGXESTQjsJ9FBBFu3EMp4TXC1vo4QqwpJCuZ5BjxRFK9HcKK9DRjBL3k+2vwyrFGCXNgg1ZxwlmbG8Ka5CaGFSRTsB2cqz6mKS6WKzNxcVQV6cFafkxYmXVWIcduHlkMinWY8jVvJwmbKHPmFjLCcIYGbpwUZOtvb9/c7h70Nb8RAcWwIhPyy+HFtCNu/fNY0ZMR04rQZ8ioPL2Ei23ohR8/GEfi8S4MRLFm00iTh0VGz4uUddxjT5KDdJa9GQOSDyWSpNI89fTj4NdHo05JxJoBgigV5ERERExP845+XM3sbyNsbnx2E1qpSt/5iEnb+ggiyapEQMMRm422r4ozaPKWoZQg/TLZw8oX7K29olpIlWWkQcOykmhn50JLKkDhpFHC+rf+KAGMC72lx0wIaPJhLwYcKGHzMhFDTacSIjEULBiIaERgLd1JGMhEQKnbQRfW5tXRQeVMKM5TgdxHKUXAKYSaKTHpxYCGIkhB8j06TD7BSDyKGVcjLJoIPTpBFGxkoAHyYEgiS66CQOMwEseHERTYlURT5NLBXjyaOZm6R1fCMms5cicmmghQRukdZilYK8r8/BiwkNhZns4xB5+DDjxUIWrUTh5lJ1D78LX0M6bXTiIJVuZssHeVufSx7N7KMI0LEQJAofBTRyhFwcUoA44aJIaWB+XCWPeW/iZyn7iek+TKy3lo/zfkN2xWKWBUdyiELGSeVcb9jK2rT7SK9bymbjBdgkP62+M0VrxktlrBYT8GJgormO2ZaTtI14gPumFfzdlGlrr5+3Vn7HL4b28mHPUHwhQZTWRfypz9mddSdf7W8kO0pwulvjvmk59B3fgCts4EiXRIrcQ4WezCTKOE0Gh8mjkCraiMOLhRAmpnCIo+RgJkQbCfy42MOyhigyUpJ49+ZRP+hYiIiIiIiI+GedlzN7nmCYF1afhICbwUee42Xj7RyMnsNXyiUs6R2AS9gZKlVTradSotSiEOJHoYdZrY/hPXExVaQzSj7FYKqpI5kiuZYC6vlQm8UevQgzQS5kLwvkzUThIYSBHhx4MFPCaUIYyaKZdDqIpZcgBmJx85DyDXYCCGQkJNJpxUiIAEYUgqxlLK3EoCAAnTbiyaCZCfJxDAR5TPmcfWIAQRRmSbsIYeCnyifE0osZHwbCKISx46ebaGQ0ApjIpAsdBa8wUCHSCWImBjcVZLKPQSTgwoaGAZ1PxHTe0i8mgIIPC0Op4FtG0kU0fTiYxgEeNHxDjtzOr8M3oAOl8ikMSAyRa6gTCdjx8qrpNZLo5kyBZo0C6jlGLiZCDJaqaSaeb7RJ/KU9jWq3gb3SEBb1TGCNGEdy/WrWilJsRoUL5X3IQqfDmMm3NV5O6ZmMDe7kcfE+4ywNvCi/Q4XIZFpsF3fFlVEWSkdLGMjhehcNPd4zHUIIcHec6x/JTjNPL5jJV57hVNU3cmvcMa6cOobiklEYFIlgWEP2tJNv89LgCtOaPJnSJEEH0dykbmawpZ85ljLMBImhh2ZS8WIlGh9ptHFKyiUKP7H08zPHamaPHEysBRaMzfx3DIeIiIiIiIh/ynk5swewuayJSblODJ3lzPraz8yYdtaf9nKVtJlXgnOZJh1hinKU/VoBsfSyTZRQJNVxUmQzU97HEZFDGCP1Io4SKqkiix7sTGcfJsKsYCKFNJBGG5lSJyvEONKkdrKldjp1B98wFdAxESAGHzoSQRR0VK5iE58xixAKEoJkuunGgRUfncSioGHBSwAz4yhDIDhCIYl0UU8qV7GZU1IOcaIXoxSiS0QRJZ1JDyeIbk6Tdrbgcj9dRDFCqmazKCGaPubJ21iujyMZF4okiBM9+DGSoXTRosdgIUC9SCKRHmJlN6v0UqZxkFNkcrm0gz+IaxhFGcfIJ4iBX0rv8R3FrBHjALhG2oyC4LDI5xJ5N7/T5zGIOhy4qSaddpwsM/yCB0P3YJY0Fhle52fmn3KDZzHfMJUYk0yJXMX7gWn0hFSi8NAmxTNJOkKM7Ga2ephFgYsZKlUzST7OC+FrAUGx0kCiMcQcsRW7zU7W/JdxpBYiSRJ018DBj2DGMwDUdXmo6/JSrDai1+9mydFOFt75CKZNPyc467f8Zu1JVh5t5o3LMzmw4RM+9E1hnuMIuxsCHJIGYyCApBhxhyViJQ8BIeHDyBjKqCWDTmKJxsU3xqd5Mnw7Ucn5jDecYvqCx0iKMv+bRkRERERERMR/z3k5s+fvbuSzlWto3PMNB3ZtYtHIbmLyRnL/wH4+Cl3AROkYoynj8/AUkuniEEXUkswxkYtKgGjZS6uIp1xk4sbObOUQBVIjSfSwjCn8hSm4sLGHgdSQRoOIpYsotokSPtensoZxZ1sioaPSSiw6Aht+3JjYwsiz84BuZMCMjyBGuogikU6i8FAotZJMJ6fIYJ7yHdM4SAgDRVRSRSoZtOHDwBZRgkHSWS9GUysSOUQhHsxM4Bg1pJFLM7dJy0mgFzc2luiTURE0EU+vsJBEN/FyP37NQLFUTbewU08SMbKbUsqIo5dVTKCNWH4vrkNH5ij5mAgyWTrC++IiUiQX0+UDDKcCg9D4SkyhkAZOiXSypBZmy3s4wCBs+MmgAwmJgOoknj7uDz3APZ43eFW/iuPkc0OxmaEJMk8on3Bf1HYcko8hxg4O63mckAeQaXTzp5jPWamXUqUlMJIKvFjIMPRSoeTzG/VuGh0liG2/RZIkfEGNW5d3woxnONzgYk91F0ZVxmpUiMkdTtzUu1kqpvC7jbVw0e852drHzcHPuFTbwKpjLXxLKfcnHGRHt5M6KY1khwGjyUJAKAgETtHDs5nHiDVJtJFIAIUBcj0S8HV4PBUig739MdRnX83mk228+Onaf9/AiIiIiIj4HyM7O5tFixb9u5sBnKfBnupMZX6xk7TmDfy5QqWztZ6ClhV4KzYzR97DRI4Sr3iYpJRzlHzGSMe4Q1pJAt1UkcEX4SnMlPdTShkTpSM8qd1JlUhGkxRms5Or5O+Yyy4GUcdxstjBMC5jOyFMZ9dtKRRQB8hICCSCdBLHIKoxEqIHBx3EIJ09KK2BZDQEAgO9OOghijKRSRCVOPp4XPsR/ZIdNxYs6OylmN1iEAcpYALHcAsZA2F0JOx40JGYoJSTTAf3qSuIV/pJk86cpPuAupQF8gZ6sdOLlU2MZr0+ipNk8mf9QgKY+MjwEv3Cxj59IEl0YySIgQDFnCaZDgbQjA8LYWGgiThGyRUMk6ooluuwKX7eM/yB0cop5kq7GU4Vq8V4LpW2M0I+RRiVeaFfcA9fUEgdrxkWEZZVvpjSzbOGxdy+P4Nf9UynTEtno6+QLnMW86XVfBb7LoV6NYedU9nCWIKYWZ9wC2sZQwiFnHAtbaZsvnlqAXOuuQvnJc8DYDEqvHvTKBCCGF8DcXYjKTaZUdmxHG5wEdZ0ilOdzC1OoXflz3ll3XEa8haQOWQSXUEDXr+PDd1JnNZTsSoa9xW4uDQrhKaFMBLChZMnm8bhCYRIVXvJkjoZSC2JdHJYLyRV6Sc/1kQwLChKcfJQ2knQ9X/r+IiIiIg4n2i6YFdVF8sON7GrqgtN/9cnDBcuXIgkSbz44ovfu7506dIzGaEf0Icffkh0dPTfXN+3bx933nnnD9qW/8r5F+x1V6N+dBHTEvr42nkj8+V1JDWupqzsOItCVyBkA98po1mk3sKdls1UkUqJUkMFGexkCLOkPUyWj7FVDMODmUOiEAteBlHHYvV5TpNBhZ5KsuSimViGUkMWbbTJ8dwjfcOZLiKhoaASIursflw7XhwEsOMjiEIq7QznNM8qH2ImQBqdGAgxiFoMBLHjQaAwQS4jiS6qRTI2POxnACp+rPjQUVhPKX1EM5A6QMKDhTAGvtIm0E0Ut4cf4brQU7SJaJLoYyjVfKVPJoxMF9G04cSNFQNBunFwmmTuCd3HCLmCalKpJBMzfrqJpZ4EXDhoOjtTuZ2hqIS4J/wg27UhgGCVNo4HQnfzvLYAn2ymQDTQJmLIktvpEzaGUwFAvUhkpxhCn7DQZcxi145NjDdWscr8FC/Lr3Bcy+Jp5T1yRRO7zJPR3J2MkE7S6+phmZjAKEcPt3ne5hPHG3xl+x3dOLhrSu6ZPhCbC/ZEAMqb+3huZTn4e8lq+Ib8KB3+cmbwbDrRhi7gyblFrCtr5cdN0yhVT7P2SB3S6fXsq+sh3SGRN2QkQpL44JYxrG2x8HWlwC6HEBgwEqZYKydb7uSwMoQ6kUhQtnCMAjYzFFdYpbq9h4P13QxMdmCe8hDI59+wiYiIiPh3WHu8hYkvbeb6d3bz4OeHuf6d3Ux8aTNrj7f8y9/bbDbz0ksv0dPT8y9/r/+OhIQErFbrv7sZwPkY7MXmwlXv0F9wBe8f8fKNMoc/941guzSMQQ4Pq5mAQfczM/QtT3iuZ7Cooks48WJmg+EJVonxhIXEOHEYO34yaaOABirJ4Jfazdjxc5R8DCKIlSDHyKGcLDp1B8vEBAxoxNGHH4UovHiwYSaIAw8rGU8X0Tjx0kU0J8nhDe1SerHThRMNiQoy0c+WXvZgYrdexA3KJnpwMJgGovCQTB83SusooIGpHMKGjzA6l7GVIdQAgmfVj0mhBwt+eojGg4V4enkvPAvl7LdNJYSFIBI6LhzE0cul8l5UYLtWxFHyseMnhW5AMImjOPHRixUJmUyamMlBkunkMPns1osYIVVQQjUmwvwifBNdcgyDqSGMQkjI3GlYzTxpM6u1UvKkJn4Xvg5DoJM99ll0BxW+ctzIcm8R2/XB6PEDaQ4YuUjZQ5OIpz/jAkYG9jLWt40PtZ9wRBTwe+8cng/fwG7TRE7u/xbX/q++1x0GpUbxzKWD8Sp21iTdwVt7OuGajyDk55HRFoyqzO7qLlRFpjVgYEGhhkUKkjpwDG+OauGPd13OPVMLePnaEXxZpXDMpSJLggF2Py/MSeWixC6MsZlYVYEsdGKlfjZpw7ggNwojYYZQTY9P0NDtpaM/8IMPh4iIiIjz1drjLdz954O09Pq/d72118/dfz74Lw/4ZsyYQXJyMi+88MJ/ec/27duZNGkSFouFjIwMHnjgATwez7nHW1pauOiii7BYLOTk5PDpp5/+Tfr1D3/4A8XFxdhsNjIyMrjnnntwu90AbNmyhVtuuYXe3l4kSUKSJJ555hng+2nc+fPnc+21136vbaFQiPj4eBYvXgyAruu88MIL5OTkYLFYKCkpYcmSJf8HPqnzMdgDKv1OApKRwXEyRcYWhhcV0igSuVLdxf3ax4R1iSXaJAqVZsZLJ1iujaOMXG4NPcoF7OegKOAN5pGh9jJErqeDOCZKR1H0ADsZRBx97KSYGlLxYOMyvmOsVM7F7EADOnESwEIfVoZymikcxYUDI0GsuPFgIYkufJgYLZ3Cjp/Z7AEkvJiQ0c4GfzLlZPGZNo1xlLOHQXgx0kQs34ipTJKPcYRcysnkFLl0E80pMvgR3/C78DzqSSSRbpLoYioHiKWPo+QioxNLL8XUYiNAPN00kkAn0azWR+NDJYiRXJqw4iWJXkAijIFZ0h4kZAZK9dSRyjImoQEBDFSQyRGRwwCpkRh66cfGGn00ZWRSp8XhwskxPZccpY0B1DFSqqBSpLBNL0Hub+QR/V7+3JHHV1zIRLmct8WVtIkovmEaFhU62lv5UlxAA4m85niAKWkwPbqZW3JcHPYlcntKNRaj4e/2idXHWlFlmbum5J25UL+Lpo/v5PnVJ5hTnMKjswaw6oFJWMfdRvHQkfhTxzJkwsVUd3q49E/bUVWJyad+xYODvDwQf4C5JRlsbICa2IkU2fsR5iii7VZqpXTSHRKbq/sIYqJcymF4AozPi8fV0YK25PYfaBREREREnL80XfDsinL+XsL2r9eeXVH+L03pKorC888/z6uvvkpjY+PfPF5VVcXs2bO56qqrOHr0KF988QXbt2/nvvvuO3fPTTfdRHNzM1u2bOHrr7/m7bffpr29/XuvI8syr7zyCmVlZXz00Uds3ryZxx9/HIDx48ezaNEioqKiaGlpoaWlhUcfffRv2rJgwQJWrFhxLkgEWLduHV6vlyuuuAKAF154gcWLF/Pmm29SVlbGww8/zA033MDWrVv/6c/qvAz2lh1upqHmJD1dbXwqX0pqnJPBziDvdxfzjn4JLmyEMBDliOagPABFhMkUzbxueJVKMllkfAMDIfrDClv0oQzjFJ0iir8wjSR68WIkjxZAx0CYkWoVn4kZfMaFBDGQSRvP8jaZtFBONmsZjYZCPs3czHr8GDARQkJnmnyAq+TvqCKNO/gLMfRhQENHIZZ+/iT9kRbiaSQWH8azGzr8lJPJZ/oFCGSi8BFNL72SAx9mvuBC3NjQkXFjpZMo1jGWHQzGi4ksqZU+7AQwM1vajY0Aw6iiiDq6cSBQSZe6GM8xGkjgNMnE4aKMLNaIUmJxYxYBTASJpY9u4kihG5kABgly5UYuVA4iUMinAR0VSVK4UNnLcT0DIxqHKWSAXM+dykrcWPALA9O0XdwoVlNqbWJSmszE0cPJljpw9XupESncryzHKnzkGHoxGCzcd3okW7z5HPHEMNpYw7bkWzgWNflv+sMvV5ZzdXI7MwclAVDV4SaYNYW0B9Zy65gk7nxj9ffu/+50J5UugbAn4T69iwezGnnw80P0jH2Crl43s8eW8OmJEELA/rpu6m0lzBuezLBUI06Lgb9kfMnMTIVfWr7gGeUjjLLOq/NH8ONVjbjnvPYDjICIiIiI89vemu6/mdH7zwTQ0utnb033v7QdV1xxBcOGDePpp5/+m8deeOEFFixYwEMPPURBQQHjx4/nlVdeYfHixfj9fk6ePMnGjRt55513KC0tZcSIEbz77rv4fL7vvc5DDz3EtGnTyM7O5oILLuBXv/oVX375JQBGoxGn04kkSSQnJ5OcnIzdbv+btsyaNQubzcY333xz7tqnn37KpZdeisPhIBAI8Pzzz/P+++8za9YscnNzWbhwITfccANvvfXWP/05nZfB3q0Tc3i/XCY6ZyQmReYnW73cyGoeVZYwX1qLKumk0MFSVw4Gzc9E+RheTFwc+jV+DPwkfAc3yuspI5cGEtnIGHZQQiI9mAnSSizVJCEhUcpRPtYuJJsWXFhQEMyXN/FjHqaadAIYEYAG1JLM61xJECPTpCMU0MjT2q18qU/lNOmsZCIKOkm4ABkPRhaJeaTQzSSOARI+TIzk1Nl9vjomgkTjoZcoFBHmGjbTg4nBSh15NCEjiKYPPyYulA7iw4YswoSRcWGhVqRQSyrHycKMnwKayaKZoXIV6xhDNq3k04IPE0EMdBBNCIkj5JFHM+OkcrJppJ0YnAQoEnV8pU1hjTYa0AlKZi5ks5RiGgABAABJREFUL3UiiZ16MUdEAbv0gcTTTabcyS59EMf0XGShscEwjSjJzXeuBKL8jexd+S4JVpk7LyiiUsnjucDVPFzUDyNvJt/iYlPKa/wp4Rsyx17Bn568H6vZeG5hbWuvnx5PEIAriuPh5Kpz/WNjeRsdZ8/NjcLNlfEN5x5r6fWR5rQghOCZ5WUEk4aR5YSvzM9zevdqFho38eAGNz8db+O380pYUJqJJ6hhOvQeL0/Q2P/zC1mS9wKlQwoJj7mb3xrv5spJwwB44cpioqzGf3n/j4iIiDjftff/14Hef+e+f8ZLL73ERx99xIkTJ753/ciRI3z44YfY7fZzv2bNmoWu69TU1HDq1ClUVWXEiBHnnpOfn09MTMz3Xmfjxo1Mnz6dtLQ0HA4HN954I11dXXi93n+4jaqqcs011/DJJ58A4PF4WLZsGQsWLADg9OnTeL1eZs6c+b32Ll68mKqqqv/uR3POeRns7TpSxpS+5VxZIDM9NcBwaxeDe9ZzUMtiqFpPG7G8Y/gdFuFlNeP4TpSwQNrEj/mSEqmKGL2Xk3oq5WSRRzNT2c9N0hoScfG54TlKpRPUkYJAsJ8ixknH8GPCiRcnblQ0xlBOLP0Mp4LhVKAj04cVEwHM+HhPzKWRGPyYSKGLOProIJYwgoHUYsODGwdVpJMttfI50wmiIlA4yEDCGAmh0IeVZuKQEGTTyh4GEYuHldoYakghiEo/dqy4OS4ygSAnyWIcJ3Dh4CRnCv0m0ocE9GOjjDwOaQV0EM1JsviOYsKotBKPSpAw6tmTO9Lpw8az6p+JwscgTrOWUbQSz2SO8Gv1Ay6U9yNJcIJMHlD/QgiVfKmZNKmbucEXGCpXM4BqNuklNAQd7NQHY1Hgne4SZturccSnMen0b4i3qriCMl+3xNF8ZBN63R56gxJHfAkc2b6a975eybGmXjJjLQAcqu/hVFs/dFUxRFTA9J9D4Mz0911T8kiLtrBoYwUfl4XOnFl7VkuvjxmDElm9bRcnW3oZm5fAyOq3yL7mJW4fGODZxuE4U3KIyyhi2eFm8hMcPDQ9nw+i7uXeXXZWHW1hV1UHv1t3kqO9VlqVZP6wuY7aTg/v76ihPxD+oYdDRERExHkn0fGP1Rz9R+/7Z0yePJlZs2bx5JNPfu+62+3mrrvu4vDhw+d+HTlyhMrKSvLy8v6h166treXiiy9m6NChfP311xw4cIDXXjuT4QkGg/9b7VywYAGbNm2ivb2dpUuXYrFYmD179rm2Aqxatep77S0vL/8/sm5P/adf4V9g2qhi6FmC2VzNnys6aPPZmBN8kWfVj7gr9Ag3KetZoU+gnGxkBEYR4kNmISPhEcYzp11IX5KGC1lorGY8q4TMMCo5ITIZKDUSL3pYwwQc+PhIv5B8mjATwo2Zj/ULUQjjR+UYeRTSwDAqSJe62SSGo58tyNJOAiDRRhQe7MTSi4zCMQqIoZ8AQaLpY6/IP1vE5cwcoRcrIGElQBgZDyZUNOqlZCZyhGMij3ipn2qRQgqdCGSOkUMQE17sNGLEhQM3FtxYkNBwYaOLKDxYUfBikQIIIWMgRBQ+AhgJA+OlU9yobGBR+FIGSA30CDt/1K7EQIB+nBgJ48XMPgq5XtrKLeFHcRBgiFTHe6HZ5NFIrZ5CntzKLLGHQ2IgigS50QYUKczFoUrepBiTp4t9OXfhPl3P0ujR3D9zELu3b+C1rpFc6F9HTJSZ464QpkHjSejXuP3iSezdvp74U3v5IDCFkVkxDE2Phu4+vqzQuSYb2PBzGHc/ONNBNRJvN5ERa+WltSd5cHoBNY3NbDrRywMXFvH5o1exqaKHX646wU9zp9K85Ke8Hv8znv3xJO75zTt8uM3EgPQklh5qwmZSmVaYQE23lxSrRmfjaW7L9PHYdRexaGMF7b0+jjS5uH5MJlFmA+39fuwmFavxvBw+EREREf9yY3JiSXGaae31/911exJnTjsakxP7g7TnxRdfZNiwYQwYMODctREjRlBeXk5+fv7ffc6AAQMIh8McOnSIkSNHAmdm2P7z7t4DBw6g6zq///3vkc9WYvhrCvevjEYjmqb9f7Zx/PjxZGRk8MUXX7BmzRrmzZuHwXBmnfqgQYMwmUzU19czZcqU/72//D/gvJzZsxpV1Fm/5O2uoYy0tDPG0sRPjEv4SJvFFWxlhzaIldoYZGChsoFj5HGtupP50nq6cVBGJqdJZ5BUy1EKSKWDKHzsopg3w5ewSR/BfoqYxBF+bfiA21iNisBJHz4s1JCIBEhIxOKighSOUshRkX02HWpCBwyEUAjjwY6BID1Y6cVGMVVk0E4AlXbiuE1ZRwmn0VGJ4q+LMzU0VPyYEMiEUViorOdzMZ0aEtkshuNHogcbsVI/xVTRTgwpdGElhIsoLmI3JkLE0o9A4kJpD7H0oGHlL2ISQWTyqaVUOokGxONmqnSQV8MX0UoSC+QNjJZOcrm8k3hc/M7wJsOlyrObNbL5Qp+GgTBFVDNSPgUS5MgtPKp+gS4kPtNn8q0+nPFyOYq7nRHpdj4OTcPo66BRSsbV1sSU8Hd0d7Ty7OY2Jsy9gYxwHW8YF/KY90YWSfNZ7R/CxMQgd31+nIbY8UijFnJJSSoDkh3ouuD2FZ3s73Py7cl2uPiP0LAbKs4UNr5hbBaTC+J5eEYhXZ4g33z6Fpf0fY6JMPJXN5IVZ+O7yg5OlzxBRnY+100pYeYftnLMl8Azs7K4vfu3XFpg4KWrhvLAjEICIZ3wike4fGAUj8waCMAlQ1NZdbyVoWnRjM6O5Q8bKti8fScnGzv/DSMjIiIi4vygyBJPXzIIgP93Vbu//vnpSwahyD9Mzbvi4mIWLFjAK6+8cu7aE088wc6dO7nvvvs4fPgwlZWVLFu27NwGjYEDBzJjxgzuvPNO9u7dy6FDh7jzzjuxWCznlhTl5+cTCoV49dVXqa6u5uOPP+bNN9/83ntnZ2fjdrvZtGkTnZ2d/8v07vz583nzzTfZsGHDuRQugMPh4NFHH+Xhhx/mo48+oqqqioMHD/Lqq6/y0Ucf/dOfz3kZ7FGzjYolz9LR56c3rOLp6+ZYOIN+zOxWhpMudZBJByM5yYfaLO6QV7IsPJaNlDKQepJx8YW4gA/12VzAXqpJxYKPVDqoIpWJHOECDvAdQ1kVGs1uqRizFGCmcpjhnERFowcH2tnUbRQBTASw46eABuLOnhk7ilOMohIjAZx4ceAnlxZuUtaxn4H4MJNDLa9rl3KYQmLpJYyKjE46rXgwYcOHShgLAQrkJuLow04QHQhiJYleNovhHCWfTuz0Y0ZBw44bgxQmi1YceJEBn2Qlh1Zi6SOAkbnsJF4K0CAScOLhBcM7LBOTuFnezO/VN9CQCUoq3+rFDJAa2KIPp19YGEAdEznIUS0bExpDlWpi6cMpB6knhWdDN3JY5HOxuoe3Db+lQ3dyIpTEkWNHkf29+MIynZqV7W0GPhUX4pC9rGyPo37XEkqdLn6Zc5yVgzbzYAm80nM3Qy97kJeuGcNfT+6Lt5vwLr6e1Z+/xkPT88mihV2nz56NO2w+DLr0XFfZW9PN29uqSIu2kDb5Zj6R5tJesZ/1JS8TYzPyxg0jSQy3sK7NQUlmLH+8dhgf3D0DOSqJ5Tk/57jLiEEE6Tq9B08wjKn0dso6/NyytJ3yk+XkOs8ElR/vquG6t3dRmh3DZe4vGKEfjxRXjoiI+P+12UNSeOOGESQ7v5+qTXaaeeOGEcwekvKDtue5555D/0//Lg8dOpStW7dSUVHBpEmTGD58OL/4xS9ITU09d8/ixYtJSkpi8uTJXHHFFdxxxx04HA7M5jN/p5KSEv7whz/w0ksvMWTIED755JO/KfUyfvx4fvSjH3HttdeSkJDAb37zm/+yjQsWLKC8vJy0tDQmTJjwvcd++ctf8vOf/5wXXniBoqIiZs+ezapVq8jJyfmnP5vz8mzcd7dVsbu6g721vRgUmWz/Cer1eGzCzXRbLes8+fxYXcJ+rYBlYgLPqh+yXRvCSPk0f9EmUMJpvqMYgUpQtjJML2Ml44jGwx/V13g+vODMebK08jvDW1wf+jmvKq/ye/1arMKLgSAbGA1IhFAZQg09OOg9W/DYj4lkOsmgg8Pk4ePMsWVuLHiwchOr2MAYWojDihcJiSAqIRSMhAAZFR0HfWd2uhKinURKKcOIRhNxVJPCmSx7CCOCIGemei34uUleTysxaEJhjRgNyBTSQA0pOPEwT9rCB2IOJVThxcQAqZEVYjwqPoJYkAAFDQdeFAQJ9BBAxUKILqLxo+LCjh8jWTQTg5cLlEMs0q4mkR4S6MFCkCAqi4yv8X5wNmVkEcCKQVXQzLHoJifP8TqdAQO9mpEN2jCMOWP59RiNIzvXMDk5zHsdA3D2VbIn7WZ+c/VQ1h5vZY72LYT9MOhyOLGcZ5pGEd+0hZThM7lq7IC/219OtvZRmOjgy+XLucx5mqPKYN6siuWDW8bgcbvxf3k7PVED+GPgMl6bPxwkiT/vrqOsqZcLipIYGRci9ug7MPEh0MJ899mLHIi7lCm2OuyZJTTLKby4/ADBYJBBSTZiO/cxLjHEoYTLePKSkh9iSERERESctzRdsLemm/Z+P4mOM6nbH2pG7/+0xsZGMjIyzm3K+L/FeTmzd9ukXAaFyvj0sig0XWOGtJcF8nruVldSFDjKVPUYb4XnYhVenHg4HU6mTiTyO+0a7jWsxC07uNa4m4HU0qbb6MFBBu08LH3OIS0fHyYGUUMIlefDCxBIDFLq+JX6Lj3Y2MNgMmnDh4kcmqgniToSkREMoBYDPtqIpZwsLpV2IqNhIIAHC7F0UU362bMqPHixEUM/GjJZdGBER0fhUmk7vTjxYMGLHQsBysjlAIX4MAEyGbRiQnApOwFQ0RhCDe/pc1itj+GESOdeeRk60EI8+TQQjwsTQeLpoYI0PFjYJQoppJ40upgpH0BGx4CGkz48mEihlTqSOU0qnThIoguBRC7NDKOGDmJYo5WiEsSPiRZiOUEWd6qruSL4K75jGDcpm7jKuJtp6lE+UZ9FmOyoY+9ggFzLIt9sakUKJ7t0wpJKhZzHbY1zOWIp5Rcd07nC/TlSXzMf7KyFoBti89jXDl9LM5g/Jgtv7gyqes78tDbuhU109Ps51tjLgboz6yq+3NdIWNMxZ47gXe0icodP4828ndz90W72nW7h28Kfk3f5z7i452Oq376e8S9swqjKPN7yMJMOPUJ5nxmSBoOnE+wJTJp5JbckVtKYNINaPYkv99UzKkFwR3Ilqe6jNCqpvNIxgmvH/mMLfCMiIiL+b6bIEuPy4rhsWBrj8uL+RwV6mzdvZvny5dTU1LBz506uu+46srOzmTz5b8uA/U92XgZ7mrePQOtJDh0+wD3hjxnv7OFD/WK26SWYhZ/d4ULc2NjMGAxofMNk6klhLrt4OPQj5smb2R/OoYxskuniFKm4sfB7MZ8/ixlcLW2ilmRaSWCcVA7oXBF8Dg8W5kp76cZJJm2AwEqA6ezHSIhunLQSSxgzdvrpw8LXYioygjbiseFlFFUcoIBWYgihYsfLIKkeHYUOnNjwkkIXI6RK3ld/wxCq+bH0FYvVFxHIeDEjUJAQtBCLBS+HyCSXJkZJp4AwebSQRxNVZLFJHwZoGAjiwUwdSSwSV+PFih8TVrx0EMcpMjlBLnv0fDLpIJUuWkjkInkvBlkmmW6Saee3hrfoIobhVFJLCnsYyGBqiKMTI2EGS7UYEFwpbeWkyKRUOsGl8i5q5XS+0cbTQxSb3NkMigqyZ9s6Pk5+Eo8xgSJDKwG/F2Xf2zSYB1DWLZiX3I5Rhbx4G2hBvrxrHK4hCyF3Cg3dXk639fPO9moenxjP4LLf8fbWKt65aRR3LD5AcN1T1BzaDMAvLhmEUfdy+YgM5gxNI9ZmpNExDEmSmLj3bo7WtfPnfc3YJt3LMssV3Doxm6tHpBNz3yZcF79LSNdh6DUQX3CmA2ZPoCL9SrZWdoCnkyhvPRdHneZkKJmZ3Z+RFG7mq/tnkJvwt7WUIiIiIiL+5wiFQvz0pz9l8ODBXHHFFSQkJLBly5ZzGyf+b3FepnG1T+ezv1Ohzq0S5zvNILWdG/yPcqWyla3hEi5U9pMmd/FBaCZReAlgoI1YGkkgjIKZEPPYzAZGs0DeyE69iJ0Uk0sTrcSRSQeNxDNL3k9IlxDIfMNkDITIpI0WYimmht0MxoSfFPoYQC3rGHW2hSoQBlRi6KaHaEAinTZUwngwM4QaDlBE4Ow2Dh2VDBppJYnr2cgqxlNMFUfJ4bfK2zyp3UI3sehITOUAFWQxUz7Ah/oc4ulBRqeYalqIp5VYenCgI5NEN4OpJYtmvmEKDnz0Y+FOVnCAAWxiJDH0U0QtdaQwRTqEGzMjpUr+qM/DhZ1SylmobuCe8P0UUoeKRANxyEjk0EQ78UyUj7FdL2KWdIC9oojjZPKY8gWVWgYnyOYZdTG/F9fyuPw5HbY8Tg5+jOuO38F6UcqLfdORUEh0WrnKeohdfQnIsVnUt7bzx1tnMFo/dvYbH+aplRWkBGrpshfwi/vvIhjWuf/TA6RKnYQc6fxqhIdXtjUSnz+abZWdvHnjmR1U+tJ7ebKhlEcmxvNJRw5lzf2Y/R3E+6vpcGvcY/sWp6+RRiWFp4K3ctfs0eQk2BiVHcuDnx/C5Q3yLr9k+4T3OVLvorXPz4tXDaXx6LeUVzfwdks+3U2VLJTXsDZ2Ph/dfzEG5bz8WSkiIiIiIuJ7zpv/rb7c34A/dGbrsjL/U0of+JhJCR4O6gP5juFYZI1BcgPZUjOtIoat2lBGyqepIp18qRkJCKPymPwFV0vfcoF8iA6iMRLmMIVYCTBOPkEMbi6Xv6OARkZzgkMU0ibFcYW0AzMhOnFSTA2txAGCABbmyxvYyyAUQpzZZ6QBChZ8DKCBWPpJo5VGklARhDCxjeGUcpxkOsmh6ey6vDhmsp9aKYWB1ODBRC9RPKLdhRcr0znAYKopJ4cQBqr1FBLopIsogihsp5hqUkiim+vZwI/5jB4cxMl9HKCI4VIlRkK4sPN75rGbASxQNhFAZS9F2PHRJaI4KvL4Sp+CHxkbfRykkK36UGJxczMbsOPHToBcmpir7KcPCwf1XHzYKBNZ5MktXC7t4EPtIgbKjfgVG7/lRlJMYT6XZrNMm0ivx0sXDkaK48y2VrA272tyo2F3t403Fowgp28/ExN8ZLZuIhjw43O1Q+pwfnXr5dyW08OA3u0sP9zE+vJWhifoCEcKqU4Lgehcrh2ZyoH6buLsRub/6n12vfMwrpl/RCQP5fnNraTt+SVXdr7BrnYDf27PZXT4IM0zXiW5YAS7k+aTFaNS2eHG5Q0BsOjaYXx0aymPWp5jTHYsD80s5MWrhgLw/LEo9htG0tjUwCzjUb7LeZA5Y4dGAr2IiIiIiP8xzptCYdEWA7IknVk3dWI5O20XEtPZwtW5dtbXyORyJhV6XOTgEGd2n+bKjTQThwEdkxQiUzRTIp/mzfDDjJQrceLmL/pEFrCeehLZrA/nTpaxVJ/CQQrw6mY6iMUgNOpIoIAGmomjmjTi6SERF+3EckzPpA8LMmAiwEwOcIAztfO6iUZCYEQDNOz0U0ciFvxsZSTR9DGIWnyYCGCiAydlIptEuonFzW2s5CNmkUsTuxmMhoSRAAFM7KcQgPEcpopsJPyMoZyJchlWEaBGJDOZwxzS86gmlaGiAid92HFiI4gPI416POM4TisxGAizmZGY8VFLKja8gAEZwTi5jMN6Ps9wMwOlRoSQyJTauUTeSauIpkZP4jeGd/kiPAWzHkZTFAZptZTpWQzlFHlKC595L8CIxgRRyckywe4Z7yKaDtJwysU39mvJt6dR4e6i26/zVImbtUfL2b43no6M2WxsjOPzE/dSW7CQzAGziBk4mseXlXHt6HSO7T3IlaMymTF8HMNf/I6/jD7JMxc9iPz2ZJ4Iz+NnXTNQ39rFZ/HvcWjiQ8TEzmLJvjqui3HS2tHFVflTcfjW8UrUQzw0b/CZXbR6CFQTwLkt9ndMzuOVtUd48rIzs4Uf76olO87GaN82DqYWsa5tFMO0Hm4cO+6HHyARERERERH/TeddGrfu6HaWrVnF3KhqHuqbzzzbITa2mFG1AGOMtewO5fG4/DnP6/OpFSnMlfdQKh/lx+EHyKWZCtLRkbhdWcs+rQAbPr6jBAd+ouillgwKqKWHKAIYuZQddBDFIQqwEqabKGLow0iYC6QDLBMTyaaZgwxEIoyGkaekxbwuLqMLJzqCGDz0YiOebrqIwYKf0ZykgXi6iaMfMyo6GjI3yBt4X78IhRATOMoBBqKi85ZhESvCpawXo9CR6cWGjoJ0to5eB7Hk0UA9Kaw3/oTrgz/FhR0BGAmjoAOC6+Vv2aiPxEiINDqoJJU+rPThIISRyRxkH0XndvdeJW1hqTiTwvZgIYMOwsiYCXGjsp5e3cpKMR4TIQyEKJQaqSADXcjYJR8O4eU7hmBAY6x0iuHWVk4EErHp/QQcWazoy2V8QpAE9wmGZSawvrKPmWNLGHj0N7zFVdQaCykMV2J2xrG3J4rCtFgGp0Tx5f5GPp4eIHf0HMpXv8EXx/rxy1a29iVyoXqY+XlBttb0Y0JjjTKVEqWK0/bRLJg+klPLfsPb7kncNcyKqWUPX3ZkESN7iMsu5k3taZj2FLQcgYkPg/QfC4mFptH31T10XPB7MmItqLKMLMFPPliLHOyljQRSEuP59ZWRHbgREREREf9znHe5qNSevcy85h7q46cytH8HK7szselepqhH6dHMvGB4h+e16zkt0pgiH8KFjV7h5E5pJWZFEEc/C6U17NUGcIm0ncMUICMIoHCFtAMTfkZKp/lc/SXJdPMVUzFKAoHMc+r7JNPFldIWZrCPTWLEuVRwCBkHQZz0skqMZRxljKUcJ24UNGR0XESTQwsFNLON4XQRh4aMOBuIReFlpz4YmTDDqaRNSiCACQ2JhaFHWCHGEU0vmbTg4EwJGAWJDuIACQ0jDnxMD75EAAN+DIRRSKON66VvmcBx3tLnUkkqZeSwnlJiz567eyb9LGglljuU1djwYiTMJjGKgdSQTz0ARgJ0YaGeBN7QLmaXGEIdSVSRSAK9XKAcJkO0kyG10yUcXKlsQ0KnQGpkpxjEktBkdlKCJKs4LUaiRS+3pdRQ4BR0WrM5IA3C115L54V/otMrsAe7ePjWG3gk4zTXDzZzQbyLSZkW5o/J4IrlYca/uIly5xQuMuznZzkn8ckO2tR0/tQ5nEyTBwmNo744Tvjj6Gqp57GvjvAnz0zMZhvbT7VQJVKYaijjcekTHjAsgzF3sdY/iJ+fzOTAt39h7fHWc31PUhQ+iH+ElYfr6egPoMgSkiQxS93P9iboaKpCks+7IRMREREREfG/dN79z2WY8mOKEi1onZUMUuopDJ/CjA8zGuu0EdwSehJkA0aC+HUjh/UCfqrdzndiEIrmp1BqZK0oZS9FrBXjUNC5nVXE0U+9lIwTD/1Y+Ll2KzWkIiEICYXr+Ja3wxcTh4vPxQyWMx4zQSz4sRHgGrac3WohKCOHOlIIIePGRiJ9mM7u2m0mkZuVdQzjJAOlBi5nC2FMTOMwBkJYCaCi0YmDNhFLEp14sKKh4sFKJVl4sDJGOsVcdjOJI5w5y0MnjVbCZ2v1hZGZyFFkoIdotonB1EvJyEjY8TGSU4BOB1GMpYxL2A7olFDNJ9o0hlJDAY0o6Jwgm2MUsFBaw1C5lji8XMoOovGgShoXso8AVjYyiufCN3CZuoMuEUU9KTyu/QgvVrKkDjQUJlobyFBc5OTksasvFk21s65Op7+rheWHmyl06hiTCjjWBcbUwXw8qZPq1m4u3FnEHRdNwlOxnQS5h4IkB3Mzw5g9TXywpxkpJpMlJwIYCbLVn0NNt5/f+K9guX8Ej5iX0ys7KRcZZPgrKdZP8bD/Nco8Vo76k1knTeIl7XruqJ5ElWUos4ekMP/iC+lOmkBNp/s/Ot+XN3NpbBP3i89Id+2HnjoAsnMKuK2gnztTqvnp3KJ/w6iIiIiIiIj47zvv0rgAS195mJEDC3huazdjOU6r7mSNGIuRAM+r75EudfCj0I9JkTrJE018wVRUBPPkLQgULpF28LR2C91EEUYGdDqJZqnyFFdpzyEhsOFnMofYwGgKaeI4uRjQKKCe4+QyjJO0E08NqSTQRS8OZHTmspsEyUUbcWwWI+jGgYKOjEY2LbQSywPyUn6jX8MAGqklGYFMAr1cJO3iEzGTWHpQAQNBysgFdAzoXMtmtjKcIqqpJINOnPRjQ0FDQwEkFDRS6UYmhB3/uefPkA5TRC3LxFgkZGQEzcQRwIARDZUgPqwohFEJYiIMKARR8WNEJswQamkjBhWdRhIYRC23K6v4SJtJGbkYCWHHRx92zPiIxUM/VrqJQgES6aKEWurMuSSHmtiiFaNIKnFmuDapliV1dn4yzI+sBfAPvBJH6y5mzL6Sy1/fRWdvPwvCS7EUTmFJcyzpdonuunKuNO6iKW8+n58M8kf1Vb6TRnEqEM9RkY3VYMQeauN+5S8Y0VikXU0l6eTQzGx5L5v0UdSTgmRxMCO6FVOwh15zOldPHMLUwgQq+o34qncxLHwUJj96pvO1HIXDn8DAiyEmi3eOhhni3U1JshnrsCv/TSMiIiIiIiLiv+/8C/Z6G/n0cA82h5PAysexyiE2efNIlPqIVQKMlQ4TEgYeDP6IKPqpJ4UblQ0c07JJpIcZ6mF+H57HQLmBQ3ou4ylnJeMZSiXpcg9Rwk25yKCcXBTCALixMZhK2ogjWepFEhrHySOWblw4EZzZ6RuNmyzaKKKW+4wrmB/8CY0kUkQtbSTQi4kwRlQ0QCeEEZAw40bDgEAhjEw8PUThpZo0ANLowI2FXJo5Ru7ZAFVGQceCGyOCPuyEgWkcJRYXQYwIFFYxjkS6yaGBfQxBRieDdmR0WonDcHatXQgjA6jhAEMwE8CHARsBVIJkSt3oAnrOFoAuIw8HXnqxkkAPqXRTRzIDqKNULmeRfg0WAgylCiNBWkigRK5mpV7KQ4YVnNDSOOmchNTfQm04hlTVTb/iIBwMsOKWIjJOf0JfSwXhzPHETrmXFeU91Gx+j9U96Vye0My32jA+uiab2xcf4MfyZ3zeO4Qv9ck8Jf+ZP+rXcKW0jU1iBDoq7USRQgcu7CTRSwwuysjFih83Vgzo3CSv4VvTdH6h/4kyuYijyiBmqYe5+N7fgSPpe92vusNN77F1DJ96Bcgy3mCYmk4P+2q6GejUGJsiQVykmHJERETE/422bNnCtGnT6OnpITo6+r+8Lzs7m4ceeoiHHnroB2vbP+O8S+PSVo5wt7F0Vxmj7R0QcDNEqqXGOYY94Tx+FriFP4Qupx8rHcQygHpmy/uQJaiUsqjWkjEQYKG8hgR6maYcQkZwlAKS6CJBclFFOrk082N5Cal0cRE70DHgwUqtSGY8RxnNCQZRhxUv5rMlV1w4OEIBnzOdm4OPkiF3IyE4RRZW3GgYMRIklwZCqJgIEE8ncziAGT9JdGAiSCexpNMOCGLpoxMnPoxE4yabVhLoAyRicFPKaRz4UNEwnZ1xM0s6axhHEzFY8JGAiwuVgwgE9ynfUE0KOjKx9KGhYCKEmSAJ9OGkj2R6yKGVXuzcx1IkEaacbIZxmmfVj8iiBQ1Ip5PfqW8zRjqBCzPl5NIkkijlBAAx9LNQ3UAiPezWixAoxIpuDIQYLNcyVezlorh2Pp3Whyeg86BlHcnH32B7xp281DUJl9sPRiuXBNdws7SaEnsvPo8XV7+Hn24PU6Sf5mB/NKf1VBQgRvEQh4tV6nReNLxDUFK5TtpINw48WImmnyrSzh5NZ8REkGGc5EN9DhN831Kjp1JT/ACGwukMuu2Nc4Hef/55Rxega0HgzDWrUaX1yEZKo7o5XttM9emTP+RoiIiIiDj/6RrUfAfHlpz5qmv/8rdcuHAhknRmXbXRaCQ/P5/nnnuOcDj8T73u+PHjaWlpwel0AvDhhx/+3aBv37593Hnnnf/Ue/2Qzptgr7Ktn6oON6SP4rSewlTXXzjeoyKhE6UE2d9j41JlJy7sSAKmSYf5mfophyjg1+H53CqvwSPMfCmmkUkHK/RxzJT2UUMq8XQxWKohWnLjkH2EUMiglQ36CAAqyMCCn59LH+LHSBMJBDGwg2GYCHOHtAonfVhxI6FRRBUXyEcZKGp5iTcBQT2p6AgCZwsWy2d/H8TAQQqRkWgmiVxaGc9xJGRAoRsHAQxoSBwjnzBGPFhw0oeBMEfIw4EPHRkzfmJwMVI6gYUghygkjEwjcSzSrsVAmG1a8dm08pkj0RR0LpCPMoQqVjKeLpy4sDFdPoiBIKsYTwATdrxsYzhPhO+iniReUV8nnTaeDN/KTlGEjRBejNxpWEUZ2WTRyhEK+TA8m2rSeVb5ADNh4nExwtiIsCWQpXRy3OvkvorhpMbZ2ZC4kK8Od7L/VA0ut5/N7kzu+sOn/PFUDJ1+QY/bywRrHT9L2sGxI/vpCBvZLYpJoZMhVPJq6ApiZD+WUBcuohgnl7NRjCZWDpJGG/Uko6FiI8B06QBzpL0EJQsBDKxgEi+G52Oo2sgfplnITbCz8kgzC97dzV0fH6DXd6bmXn6inZEzrwdZOdMxdZ0xHV9TmBLN9LEjSR0x+98zQCIiIiLOR+XLYdEQ+Ohi+Pq2M18XDTlz/V9s9uzZtLS0UFlZySOPPMIzzzzDb3/723/qNY1GI8nJyedKcv1XEhISsFqt/9R7/ZDOm2Cvzxugf/mTsOrHTPBvoz1qCC7dykC5iW7dSqzo4aXQNSTSTRZtnBSZeDHxS94jJGRUWdCDHTdmvmU4O/QhbBSj6dHtxOClViQREApFUj0TOMZdyiripT6mSEeIwU0TiVikEDH00UgyY6XjjOAEPUTTLWzYCODFgQBOk8n7+iy+ENN4loUU0MwYygEJmTBj5FOYzq6N68eGjkQyLqJw00o0TcTQhhMDPuSzM0gy0I2VWuJJo4MkerhC2kYi3RRTRRZN+LDilHys1sdRINWjomPFjxFBNP3E4mGIXIdCmDZi6cZOH2Y+0mezhWIEMiDRh5V39LkIZDQk7leWYiBEGIVWYnDSx13hh7nfsJw8qZmblc0YCDJKquAPwSvxYKaaFAbJ1XQbU7hK/haDLFjEH7AQolNEc7orxJrQCIIBH7Mywuh9HZjNJo4mX838vg+4ynqYt07a2N1loaIzwP3+e9imFfOStoDaXok3Yv5MtS+KTKmdE1IulWRxHeup0JNw4uGN0EXs1/IR6KSJNnJoxYcROx6yaeQmeT0hVPqEiUIayaWFXEMn63pS6P32ZYJhHbNB4eVrh/H2TaM4tO4jVh2u+9uOKcs8zY/Y3uUgPcaC2aD8gKMiIiIi4jxWvhy+vAn6mr9/va/lzPV/ccBnMplITk4mKyuLu+++mxkzZrB8+XJ6enq46aabiImJwWq1MmfOHCorK889r66ujksuuYSYmBhsNhuDBw9m9erVwJk0riRJuFwutmzZwi233EJvb++5WcRnnnkGOJPGXbRoEQDz58/n2muv/V7bQqEQ8fHxLF68GABd13nhhRfIycnBYrFQUlLCkiVL/qWfz392fgR7fS2MtLYxbMGv6Zj9Fh5hoiQ9hiJDCyf0dHZpRTjkAHk0Ms5QxQGpiMfUL9mpF/My8+jHxhqtlKukLXgwMZHjDOM0PsxsEsPQObMuz4DGa6FL2M8AbtZ+QouIJUZ204OdbFpYq4/GTIA75G+oJp0XDB+QTBdNJNDPXyP4MzXoDITJo5kSTlNNMnsp4g5pBcl08ph2D4l0YCSAQCGIwmBqeFj+GhdRJNCHBwsWNOLpI41OFHQUBCAzR94LSOwThTSSTCdOwhgIIbNXFNGJk3YRSynH6cdON3amywcJoPKJPhMNFRA4cZNLG2m0YkMjlxYkQsxiNyqCOdJeqkjjPu2+s3UHDUxhL3k0k0QXN4eeoE6ksFibTj822oWTdYxFIDATIkH0MU7bRwrdfBaaxD08zmJtJm8GZuLx9JFk8NIhnJS7VBxJmSS4jpMSbWaXJ4mXQldznWk7I3KTGGlqgrCfn9qWU9sveLF/Nr9N+h323NEkWTR8wshYyviEWVgIEEClgnQmSGWYCHFYZFFHErG48GOkkxhe0q6nWzhIlzpow0k9ibwh/4aH7Ru4ufESPvrqa3ITbMQ7zByo6+aUN4qLhiT/3e45blAOle1uDtb1/DDjISIiIuJ8p2uw9gn+uuTl+85eW/uTHySl+1cWi4VgMMjChQvZv38/y5cvZ9euXQghmDt3LqHQmQzOvffeSyAQYNu2bRw7doyXXnoJu/1vzzofP348ixYtIioqipaWFlpaWnj00Uf/5r4FCxawYsUK3O7/qO6wbt06vF4vV1xxBQAvvPACixcv5s0336SsrIyHH36YG264ga1bt/6LPo3vOz+CPW8X9DaibX+Z55Yd5jLzUS5M6qdLt1Mg6oiSfEzlEGZJw69J3KWsIF5yUa5nEAaukr/jG30CRWojU6VDvGL8E/2SmfuVr7lJ3kgqXeTRzGmRxk8NnzGaE2fX3+XRq1tIoI8unGxlOPUkcY/+GLvFQK4MPUsDSRwhjyvYxtVsJpdmrASIx8VV0hYOMpDB1BGLmw1iDM0kYsJPPamoCGz4yKOZQXIth/U8rHg5SRY5tCIQdBCNhIb/7FwgCD7WZ1JJBlH46MPKVoYSxIADHzH0cZh8fBjpIfpsjT/BaT0VFzayaEQB+rFTTyohVIIY6MNGDfFE42Ylk0ijnRqRTBj17AYUhRIqCGKnhUQaSCSIzA3KBlpIwEYAgcxt8ioshDAR5pDIp4AmduiDUJGw46VSysKKlwFSIwfDeeQ7JX7k2EVylIXt3Q7GFiTzUv8cBmiVHA5l0NjUSMyY6zGpCse1LGY4WxkUFSCnajHG3jre9l1AiaEBo8GIHR92fHQTDcBKUUofVoZTifvs1z7sWAhwlGz6saAK7dxO6uv8j/Fy3zSie44xJ7aVT/fU4w6EKUmPZu7siznU7P273XNkVgyTChIozY37gQZERERExHmubuffzuh9j4C+pjP3/YsJIdi4cSPr1q0jMzOT5cuX8+677zJp0iRKSkr45JNPaGpqYunSpQDU19czYcIEiouLyc3N5eKLL2by5Ml/87pGoxGn04kkSSQnJ5OcnPx3g8JZs2Zhs9n45ptvzl379NNPufTSS3E4HAQCAZ5//nnef/99Zs2aRW5uLgsXLuSGG27grbfe+pd9Lv/Z+RHsJQ+BwlkoQ+fx6vUjQA/DiRUsCU/kofCDrNFH0yM5qSaNbmHh7fBc7gs9yBx5DybCfCuG8Tv5NQ6E8pinbGdluJSNYgwteiyv6ZczXDqFQ/Jgl3ws0SbiluxcxncMpIFS5RRRuHlE/owhVDOak8TSh4IgnzoS6KYbJ4uZxVZK8GIinQ5aiOMX4nYCyNSQiBMXiXSefX4/sfTjwEM0/WRKnXytT2Yto/FiRkNiO8W4sRFLH33YsOInmxYM6KTRxv3y16TRTgYdXC7tRD57HFsLCaTSydPKR2jIGAjxB/V17HjRURlIA1m0YMHHXGknUXgZQN3Z2UOFIBZUAjSRQBmZmAlgx8d0+QDz1O2sZQyesyd+FNKEAY0smonCi4bMKr2Ua5VvyaeBK5XtGAmwjRJqSWaUWs3vlNe5Q13PfnkorXoUHa5e5FELuawklV6ieGVLHSFNpyVmFDFRTi5J7OaPK/cQr3r52ltCdMce8sIVrFGmI/oaCWqQo9VAyE09SWfS3pLKSCoYQjVuLEyTD/Go9Dnl5GAkRAexhJE5yABazxa6HkQt9aTTSjQiYTDps+7nqYsHYTepqGfPuW12+c/0Ry0M3u5z3fPVzacpa+79NwyMiIiIiPOUu+3/7H3/DStXrsRut2M2m5kzZw7XXnstCxcuRFVVSktLz90XFxfHgAEDOHHizObCBx54gF/96ldMmDCBp59+mqNHj/5T7VBVlWuuuYZP/h/2/jvKzrM8FPav991tem/SaNR7tyT3ItywsTFgsDHYGIiB0AmEQEg4SUhIIBB6L6HjgHFsY4x7xU0usqzeu2YkTe9lz977fX9/aMJZ+X7n+875vpPETs6+1prlpa1t71ej5/G6536e+75vvhmMjo6688473XDDDWD//v3GxsZceumlKioqfv/105/+1IEDB/63Pvt/1csj2JvywniT3d9/Bye3eqyrxM5wkStLNvtk6ha/KZwtlHd+uEOXGr9NfUKnOuNKfCx5q69Fr/eItX6ev8hnohutD7b4UXyFpIJn4+UOx81GoxI/jq4wGJfZbbZOdb6df61NFrkrOk/L1P24hMg0vVqDPkMqLLdPuUkFobS8asPSchJySmWNqNCjXrf63xd4zHXMoGqN+j0cr7HIUZUmJJCT1qxHxqSCQKseoUi7Jud7weXhJj+MrlQdjOpRba4OxzUZUiVlUiBWHY5bEeyXVeIz+Td6yOnKTGjX7IJgm9UOWBEcEQehrebpVGO+dq8Ln1Qi7+bkZ5TK6VNlWImd0SypeFJSXkGsQa+8hL8q/IESWfMdc5nnTAt6LQ5ONWN+oTDXJws3GVUhE+Rc7BmfzV3nl/kLzMqMCTNlMpUN7rjtZn926/P+5NwagwN9knHeucP3uvqsRfKJEusqB/zNzC0+sHBQVVWNuvoGxvtk8iPmxwedFu5zJGjVWlPmrGCX5fEez1tsm3lC3BJdZE5wwnXho86yU1pWQUq5cUdNVx8Mi7Ay2S4UO3nimK89vJf8pMGxnAPdI9rqyly5ctqphdi1kxd+9Pt1+dnXr/D6NTNeii1RVFRU9PJU0fw/f8//m/f9f3DhhRfavHmzffv2GR8f95Of/OR/WlgB73znOx08eNCNN95o27Zt1q1b5+tf//r/1rPccMMNHn74YV1dXX79618rLS11+eWnCvr+5Xj37rvvtnnz5t9/7dy58z/s3t7LKtjLJBP6133YHxT+XNeq97oseFZnNkOU98bEIy5KbPa5wvUusMlf5v/AWFDik5nbHI8b7NemV7Vjmq2y23Bcoty4Pwr/WWvQY5mD9phljT3GlDjTDqcHux3UIiVvuzk2WuSgVvWGHNHs4Xidqz2mV52USaNKZEx6zGlTDYppMGyRo9ImvDZ4wn6tChIuDLZo1mOzRcpMmBeeMCElKafGkJMapeWNSNttttd42hwnPWGtR6MVCvL64ioFtCSGrHJAqXEjKvx18CO35851e3yBQKRC3rLggLyECmMOxo22mOeB6DR/lrjZXCfM0OWA6Z6PFrgqeNo/5N9oTMapJZBUYdzPC6+UEBlUpUejTyZudnqwx5uSj1ubOGCL+aI41BXV6Fbnd04TSSB2Mq72ufy1tpivNTnkbU17nDE97ZUle8zIHvK1eS9w+Elfft1cs8snlTTMdsvBlAvXLdVVvtDb951t9MAGz0zM8b2DDVLxpOfjhZoM+kZ0ra64RvPYHvfGZ9plhhLj3uRBZ9uhS51fRa/wm+hsm83Xp0pS3seDXxhS5sV4vqetcCxf5X3Ju2WaF7j1+WOu/8yPHe0ftb3j/5K1m7aS8z/6+1/uOtbjA/+0Sa4Q/cdthqKioqKXs1nnUDXdqVGc/yMBVa2n3vfvpLy83Pz5882cOVMymQRLliyRz+c9++yzv39fb2+vPXv2WLp06e9fa2tr8573vMftt9/uox/9qO9///v/w89Ip9MKhf/5vcNzzjlHW1ubW265xc033+zaa6+VSp2aQb906VKZTMbRo0fNnz//X321tbX973wL/pcl/0M+5X/Fll8qyTX4yu86fXX8r0gu8ne5t6oJx21NFSSyg/4kdasbMo/4dvZVbovPdVZhp/4ooTmMzNTpjGCXF+MFXh9u8BfRTaqM+XV0vhITXhludH906o5XYzDoE6lfGo9SNpunPJ50Q+HPxUJ5LAw6rXbAkni/VBj6XXSaJgOOa5CTVGncfIccMcM8JzxijUDBD+IrRVjssF/Fr5AWWeKg4xp8MbpuasxZ0jCSchY5Yov58gJPWSoh8LbgPj+Kr5CQMxlkLImP+ov821QZ12DEMRkfiP/ITJ3a9BhUotqQYZVadRmVsd08LXqMKfHu/EdMSnpveJe7o7Nkpf0yvsi14eOa4gF74xku9Zw7rVdnRIMhI0ol5PyisN4e03ww/yFlJix0zH6t4ijQoU5K3uKg3Y3hA26N1tsczzUr0e/Z/FxlR4edl/yRfwyulU+tcGPH3SoTPV5921yhpFVDhz1fmOFVh35qduY815dv8ezYNDvHa2VMGFRudUm35yeWGYpKLHTYs5Oz5YViGbGkW6w3qVSFMXvNckKNNXZ52JmadLsvXqeAi7zoKSs0BcOmJQe9YmGjMxZM8+UHSzywvdNHL1ukZySrd2TSopbKf70us8MWPvMJFy3+tGT4P/+JsaioqOj/CGGCyz93qup2avb6fzf1/8rL//6/t7H6D7JgwQKvfe1rvetd7/Ld735XZWWlT3ziE1pbW732ta8FH/7wh73qVa+ycOFC/f39Hn30UUuW/I9HYc6ePdvIyIiHH37YqlWrlJWV/d+2XLn++ut95zvfsXfvXo8++ujvX6+srPQnf/InPvKRj4iiyHnnnWdwcNBTTz2lqqrK2972tn/7b8T/xcsnszf/UvPCkz73uiU+OXGD/sFhVyaeEUY5awpbiWMl0ajP5a4zGSS16faklW6JL/KPhSuUmPTb+CzvSN7nZ9Er5SWcbZsdZttvhm3RbENKnW675Q45Xqi1LZ5jbtjlTwvvEEmoNYyUy4MNtsbzfNs1/iG6zhp7rQ1O3RGbp927gztttky/Cs9ZpNagiz3v2uB33hQ8ptSEj/sne82wy1zzHVFqzCp7TXfSxV4UCNUYUWXMXB1IGJbxcLzWpcHzfpL8vGfjxfZoNaJUlxrEZjtpQolWnSYkDKjWr9bueKajmm02X1bCkEpd6nwq+VNznPBEtMIB0xzXoCDpt9FZOtU4J9zhm94goWBRcFTapFJZ5SbVGjZTj5v8xqgS+82w0n5HNImFRpTZGC+0JZ7jrGC3Klmzo2MaDHkqXm1Bol2TbjNKc7rGA4PpJn9c/6yScNKJoFFpWaWhoNrmXJufZ89XEo9ZkjrhdcFTXpd63ocKP1EVTpjnhF41QpFIwjV+JxCZVCIhEmOfGQoSnrZKs27tpnnGcq8ItnnRAlkptXGvbYVZ2p79lGfv/4U/fuUibz93NugdmXTf9hOe3Nfzr9dlplLmuh8oTSX+l44HioqKiv6PsfQ1vPGnVE37169XTT/1+tLXvCSP9aMf/cjatWu9+tWvdvbZZ4vj2D333PP7TFuhUPD+97/fkiVLXH755RYuXOhb3/rW//C/dc4553jPe97juuuu09jY6POf//z/7efecMMNdu7cqbW11bnnnvuvfu/Tn/60v/iLv/DZz37295979913mzNnzr/dH/z/wctnXNovr6d6poEz/9j7v3e/kxNptdljOuIGZbIysg5otcZeh7W4MvGCvYVm0/TqUmOD5T6V+LGSIO9T+RsNqlBr0IAaVYa16FOQ1GjAPq1a9DlkujXBPteFD/lY4X3SslY74KgWQzLKRF4XPu6X0YUaDcpKOaLZO9xtg6WOmCYrqVG/o6aZ7bijppvluHGl3uQBX/FmZ9lqZtDttvgVEiJpWeMyykxY6YDt5mk04JBpqg1qMqzKiBcsMl2nPnXOtMsj1k7NsD2iQ4NYLC1rVtDjzGCXb0dXmabPdL3elnjAnxZukpc2z3H7tPlK8ps+m79eIC8ro1el94S/8dPoMgmx1wRPqg3GPBsv9ppwg08WbjLbcRNK5QWm67HPTGPSVjqgQ73ljlgcHFEdjvh24Q3qDVlUPuKR0TkubWNidMCNr3u109qq/ewLH5E853329+cc3P68+alOb6zZ79muhFsTr3Z4LK2lusTbxn+ipjDglsJ6R0xTGYzrjqsFImVGXWCLu1wgKyWhIKEgnvrJstK4rIwJoQWO69BkWKmUSRmRmmBMU9Dv8sqDJha8Rr5qpj9+5SJwfGBcFMdm1P7rn9om85E7Xmx33ekzX4KNUVRUVPQyFxVOVd2OdJ66ozfrnP/wjF7R/7OXT2bv6u+x9DVqKir8rOmXbgs/pjRJmy6zEz1a9Zij3SdSvxSK7EwtVR5kRUFCrxrrbXFz4VK/yp/v28EXzXfcqz3jmvAxHwlv1WzQ9eFDFgTHVBp3QoOUvJNxjacKS8VoNugFi/SqUqJgbtDu9uh8ix11Ur2kCSk5SxNHvCnxqBjjSp3QIBAbUyopb1iZHlW+5lolsg6a4VA83WIHrLZbowElJgyrsMEyQ8okFDTqM6TSSTU2WiIjpyDtLe5THwwhUmnUUU16VSgzKavEznimb0WvlZOUlzQvPGFbNNuHg9sUJLwzea85Onwm/2bD0hoM6FchoyAQCITeFt4nHyTFIhNxyg8KlwmxLtyvLei0PtjqkFY1hnw9+Q3vTN3v7xM/ND88Lh+m3Vk434BytYlxJyfLfCH9fQ8cT9vYXyF5z0d86b4dXnHTZ5wcY1v7kL1m2pWbIZ0bUhbmJAsjTk/t9w53eDi30t8U3mKbeeoN+Hriq8akxAIjKn0odZfSqRFyaZMmpVUZEWBQqYwJgVCn2qnG1bzfnVbZrzoeVh1MmJndp21ai6d2HDy1/oaOm57vOBXo/eZD/6oat39s0vLW6v/wLVFUVFT0n0KYYM75rLjm1D+Lgd7Lzssms7f75JAoYmluhz/77i0y6VKV8ZC7syutTR01kE9YEh8xM9Xrx/lXSsbjMkHgvHC7LdEcn099z6fzN6qMRrxgsSa91iT2+afCpW5K3O+fChfKSVkSHFaIQz2q7damzjDoVaPUpNf5nVtdqEzWhLRLPe8eZznDLnlJO82WEGkwKCWnXY0hFVr0K0jrU6kgVGtIUuTVnlIXjLg5vlSFMe2aVRvSqU6FCSNKJOQtcthOixAhVmHMmIyMghojTmpQa8CHErd7uLDSE9ZZ4LCLveg2F+hTpdTk1Fi1rD6VLrDdCxZa5Ji9ZhhRZolDyk04K9jlRFyn3LifutxsJ1wePufxaLV9WqfuxiU16fPFxLf8ReEmJ9TLyCkzqk+dZcFh2ThhZXDQG5KPe2vuEz4R/lJlIudn+YstLh/x6MhMbbrUzFzmm4u3evu25RqbWjy++6Q3pp6SSSe9kD7TTRM/8+BQq1yQ9ERhhVlht83RLFXGjChXbVS9Pnmhw1pc7jmbLDYhpVWPPWaJxAKRauP+NviBz8Q3ykuoNOLcYIc74vO9OXjY45n1ZoedXv+6N7jwgStsf/OzHt+wwevnhTanVjqzOfBYe96JwQnve8V8ezuHdfSPu3Bx00u6R4qKioqKiv6/eNlk9vKFWCGKaVkhVTPDrokqq6Nt/qDqBecEW60L9vq5V2qPGh2Jm3WY5tLkFvdEZyhI+HLuWgNxhVutV2nE0kS7rxWukRS5P1rjjeHvLHeIOHZSnd1mqTTuCs8YVGmuDtN1Omi6vIRA3lm2O6jVH7hvKoAccJWnXB4867g6MaplBRK61Xlj8IgWPRJiixw1IeUnrvDl+I1OqnNUi3mO6VanwrjT7bZQu0jSLvNVG5Ix6ZKpO33n2W5SQr8Kr/CsKuMKUeAJ66YCulobLdGtVlJBtTGNhhQkzXHCfs2qjNlkoQ8Ed0jJOTfc6QVLbItnucfZfuUVQrGGYMid0Xn6VUrJTU3zKKgyqiTMudJTPhN8V7kxnRpPPVdcLpw6Rq0Oxp1lh29Eb7DPTFvj2V4Ilnl97QHt6vV2n3C4/bh1fb/1260nnV7W6bnkGrmSOsO5yESQdixocV90hgHljkdVaoxITI1xm5S2zwzd6uRk3OV8PVPj8fZqc5o9VtkvJ6NbrY/H7zYhoVu13WbbEC83KW1PPMNgIe01ZVu98PTDnnv907760D7jVXPlM9WGR8fsHkopSSa87xXzwcLmymKgV1RUVFT0n9bLJrMnKtB7gG2/8mL5uX7+0AveOHGLB4NzHYlbHMnVuNwG5UFWIox8tfB6SxwV46bwHtuj2Xaa42nLfShxu6Go1G3xBcpkzQ9OGIjLDKh0js1+4XKNBuWELvSCh63VpN9RLafm0AbdHozXGFKuypgqY+Y57gULzXXcu5J3++P8+2UlzXJSi157zZQxCZLyujSo02dUuem6ZaVMyOjU4BVeUGVUtwobrTQpod6gvIQJGYsc1aVKi37zgpMej1foUes8m2220KhSNUYMqlBu1HUekQxjz0eLDSkzqEK1UVVGnWaf73u12U44rBWxjKy19qgOxo3Eaecntjsv2O7q/N8ittwBuSBjazxPiRErg2PS8YStFshJyIvklKOA0Bp79ahUFuQtCDqUJAJrM8fckbrMG8Zu92zjNWo6N/j4267xhpsPk886od456cMeyi5067JnfXpblWnJYefNLPWDY9P15TN6CiXOtd31wQMeCM5wabjJe/MfREKdQX0qEGrR74xgl+fjxRY55DFrNel1tl3CIPRcvMBxjW5KPGBhcMQn8u9SZlImKDgruc9N73ifdbPr2PhDFl1B5f94bFpRUVFRUdF/Ri+fYG+kS37Dt01u/Jmx0unCkU5XjPyZPtVuCB/yeLTS3OC4/rjMwNSIsZagX19cgUCVUZ3qpeU067HVfPO122W2USVKTDo/3C4dZT1luYXaxehU75rgcU9YaZEjkgom49BMnTZY6exwp+9Gr7bCIdeEv/On0bu93W/d6QIn1akxIhboU46UtKwz7PaihTImEFrgqM0Wqpo6mp2j3YAavSrUGFFp1EkNhpV5tac8Z6kZutQbss9MkdgM3Z6xQixWYcJ7wjv9U/QK7VrNd0SnBq1OGlfmar8zLTHoi4Vr1RswQ5dDpjlimpy0QCScuq+31CH9Kq0O9ntj4nduyn9cQej94e3CgIPxNH1RhS3ma9FjeXjUi9FCozJiBb1qvTl42JrEQT/MX2G3GZr1SIpd1jTs9WO/kotDH8m+2/2vJfHCP/pQ6q/cv3/cwqqcY0M5b10c+MHeUt+7slbzzh/40cgZHjxZqVelmU5Iy1oTHpQMQ4fzdTZZKCVWaUyncnN0qjWqS70TauUkTNdrUKU2nUpl9ahSG2YdjpqMyDgn2Glt6ojL5qYtufBNbPgWb7r5/29ZvvWHz/nx208XFtuuFBUVFRX9J/WyOcZV0eQPjl5u9OqfONE/YqRyjpJ0RrURvVGlWTrsjGfp1mCmk67ypDOCnd6X+q15QYdaQ5qDftP02mmO13jK9cnHpOQ1G/St5Fcdjpq8aJHpejxviY0W61WtXaO+uNJgXO7JeKVHrfU9r/OElX4bnWFYuRPqHAuaJOV1qrPSAWfbLhaoNuJUY+JhBGoM+UbiKzImjUvbbq5JKd2q5YSGlBuXFgjVGVFl1FU2iAVOqjcuI6lgp7mOaXCpTZ63VAEZk2oNqov7tepXZdBbwod9JflN0/UpM+FoON3fFW5AXpc6ZXJW2SsS+kB4m2UOScr5aOJXtpovELsrPsMf59/tWg/7Qvgtv43OkYpzXowW2jA12i0nY1O0SKM+14cPGVUpIZKV8ev82UI5a+xVY8zp4X6bunl/9gMez6w3s7zg3DtLbBiqs7DjDm9MP+3CqnYXz0y7NvOcFckjPnnvMa8/cKXHu8qVlZZa5IgxJQ6Y6VfRxf4pv16LPhNKxPKOqxdL2G+Ww6aJRebp8Npgg2YDagxZHBzTqku9QTuiNmNBhTJZ5WVlLlw+07y3fNVzfRVUt5E9dX/zV88fM5k/1UD5H9+6rhjoFRUVFRX9p/byCfbwsxuXq/7l1W7JX+A3w4v8efJmf5v6oZGSZgudNKrEEfXSJtzqYtvN92xhkb64wgbLjcQZm8zXqtdBrf4mf6MqYyqM2hrNdcQ0CZNa9LvCBmvsNd8xD8brNOtzQ/iQaqNW2q9XhSojbvSAMuO6VRuKy305+S33OctjTvOk08QoNzFVPHBqEsWMsNfPC5cYU2ZcyqhyxEpNyElr16TUmEqD9ptmULX7rUOg1qmxKrHQqIz5jnvUGl9JfMMtyb+x3ou61flS/CbrEntllfpidJ0/z79TVkqXatuimcYkLXLcZZ61yUL3Oc9fJn7q2Wip0+wVCH2jcJUSE+Y4rtGINC5LvuhX8cWuDp90c3SRQeVeEW6WlpOTMCZtRXDIcFSiQa8Qe+IZDpihS41LU1tdNiPnkXitWYlenbkSG/qqrK0ZNphPeShxvjPbyrz/Ldd6V/IebW1t3rJ/vV3ZRi35YzLxmLc37pfKDTqkVb1BSfnfr5Hd2qywz7gydfpFU9nUpY7oUm1AhefiRfZp9e301zwSr/a0lTqn5uUW4rxKI66qOeLeXT3++ie/9bdPDYvmXezjd+53pHdURUnSv8R36eTLaosUFRUVFRX9v/byOcad8stf3yHcfbfEeJ/VwW6tuv3D5Bvsito8b6mLPOeoVj2qvSV8wB3R+QaVGlemSZ9eNT7kVj91mbxAEmkTDmlTr9+7gnskwtgPCpc7qUGZccsccsh0M3QpSDqgRZlJ/SqdG+6SiLJOqteh3gzdDmqd+vcOqzDhUaskME23Q2Y4yxZPWaNBjx71qgwrSHhV8Lwt8TxHNSqd6gdXLqtPhXoDetWb6YQjWrTptsQhz1imQZ8T6j2b+pCHCmt8IvpDkxJCsYSCKiPeHDzq2XipzqDOybhWWkG9YbX6VcjaYaYK48pNOtt2D1qjQ6NKWa/xhL3BTFvj+cZlzNLhiBZXhc/ZGU3Xq96IlFBotf1mBiftj2fYY7ovJr+n0rjeQoXdwWy/iC70h8n7jSerNOl1MlfuaGaxT6/o9M3NkYFCyqOJc/35eVVuffagk9mkJYV9gjhvIC53QqPjamWlVBuz3EFPWy4QSpmUk1RjWJUxxzXKy4mUeKv7/dTlSo2rN+T4VPXygGppBcFUrW79VPX1K6Zz6/EarQ01zlvQ6BMXz1ZaXiGKGcnmVZemXtJ9UFRUVFRU9G/lZRPsTeQKxvY94b57f22wr8us2rS7e1rlM9UOZcu8OfGI3xTO9bHglz4Qf9ikpI+Hv5SJs/40fo+0vAWOadBnejAgFLs7PlssEggMqjBPh4ycXtXeGDxilpO+Fb9OQajZgGFpR0w3psxV4QaPRqtkZOWE8lMFFqscQGRlcFA2zrjVK9QZMqjcOrvtN0OfChk5I8oEYhd5Uac6XcoNqpJVYroexzV4R3CXw1rtj5v1qjLXSVvNUWPcKns9abWPJX7pq4VrTNOrX5VAwZyg06Z4/lSXvIIZeuSEPpb8lU/l3yqloFm/Zn3qk+OezC9SLmtOcNIT8cqpps6jxpWarsu4EmfZLS2rR60XzTGhTMaE0xzyrEWuCZ5QGYzaGC3SocHaYJ+3Je/33tyHDSuTVtCmU07KivCwttZpWns2ONywXjpT4rnBWjv7IgubK3R09TnHFvlUuT3RDNXZTh/M3OuLudfpjCokxLpVqDZpSKkA87Q7oUFm6gj31EieAgLXe9jTFhtWaYF2wzIOma5Zv1a9Lk5s8t3Cq813wnH16g07GLTKxWnjEj7R8qK282/QWhl4+BgfunjBS7ofioqKioqK/q28bM6oNh8d8IGnMn4UXalDi9xQt/ud7mC2wlHTtcctslIOhjN8IfltGVlfja5xS3yhWkOItYXdMvLujM+3IV5mjpMWaneu7d7gEe2a1BhyeWKT78av9Wy81JhS30p9zenBbnvNkZH34eBXlkQHTUpp1Smaqrqd7bhMMOmo6e6Lz3Snc9UaMCEpI2eLuSakTdfrDX6n2rDZjttqjsOa1RvRYFiJCcFUkLIxnq/cqCNmGFFpl9lTWayczRY6zR55SZOSTqrzRg86z1YDcblKo1ImhTisSZdaH85/QCTpkmCTYaUet9LxfJXjGh3Uqjc+daRcY1hWiVhgSKU+1baZY6e5nrRCQiwSmlBqq7mWOSiICy71nIGpwofrk4/4Tf5sQ8rNddyFnlcQ6FFla2q173fMddv4GtMSA245kHR98hEJkeOjfPjMSsdrTzcepTXo11Z2avJJb1RmucMGVMoqkxealBKjxog+FfqVme8ICiqNSyi41zqxpPU22WiRBsOaDBpTYiwoMRGn/V3wQzvMNiptr1b9cYV3lz9mdqLXb5OXuHPTUcvGNhYDvaKioqKi/1JeFpm9R3d3KU0nDI3ndB7aKdj8M3ePr3AiPcuS5HFbhytdEGyWKS23fvJRn87fqEOTD/lnuSDpmBYH42lWB7s9Hp+mQ6MJSauDwy4PNnggWieB1yceFwQcLTRqi7v8N+8yT7sLbPG0FfaZrk2vhII8YglDymUlZaXN1TE1Mm2aWoNT/flOOKrZ4qligouD5/0ofrW1dttokTJZBQECeUmEshJS8mLB76tjk3Km65JVolW3HtWOmObD4W1uic53QouEcZES62yTVeLNicf8JjpXX1whLeeoJoMqTddtmcNetECPGtP0qDXoNPsUgrR74jPkJI3LyMjKyiCUMWHaVMZxUlqLLmuCgxrjPhusEmNSoEOTRkOuTzyoKRj0mfwNBlU4yw4NBhzRosy4ytoWm0dr5HJ5i2siVzUc9/VD02TKa53TmPPI/n4tQb9skLF++Ww1e37ljsnTzQh6jUdJJ9VKywsTKccKdQJ5zXp0qneBrZ6xTLkxJ9XLSSk37pxgh0fjVfISLgw2Wxse9NPChX6Y/Adfz7/W/c5CeOrgP4zl40B9atIHXjHP68q3Cc9810u3EYqKioqKiv4dvCwye211pWbXlztrXr2hPY+5JXONoLTaH0S3q5o4bki57fFcc+JjaoPxqQApNh5k/CS+wgvxfAe0+lF8lS61ljlkpi7vC++QjxKm69Oh3m8KZ9sWzbU4OOrXzldvQJUxt7pIQt4MXTrUO6rZzLBfQSgUmZCRMKlflVX2g341TrNPlxpXeUqrTlkpD8VnCEWqjGswpNqISRmT0iaUmJD+/Ws5oXr9ljgoJ21Z2G5UqSOm6VWlyqinomXS8uoNKEhp0e2MxD4Xhy+6tXC+ffF05SbsMMfrPeavEj91Q/iwhmDQWns06/dGj5gTdPqFS/w6Ps+YjGqjymTVGjLbCRScb5s/S/6SqeB0WJV1wT5POM1RjY6pMzPotcIh41KOxNN8Jf8Gix0120lHNTkzuVd5mLfVAvuGE8JUmUXVsZsuXOrOgXnmtc0we3y76RP7fL70Z7rVqaqqUbPnV56cXCQp9my0QKdq5caNKNFTODUcbUxm6v5gqUCsRFa7ZjkpSTlpOQ/Ga6XlfDrxI8fjaj8uXCwh0BdX6gnqLdBhpuNa9EpFo5riXhcWnrF101P2pBa/lNugqKioqKjo38XLIrMHevbZu+MFmzJn+G+/3m516ph9uQbfTH/d4/mlHozWuSLxrGVhu/tzq60N9lic6fX+iXcZUmG6bjFmO+m61JOeyC/zTLzEiBLvStztq4VrLHTEqIwu9bLSymVVGZZUcFSLKsNCsYKEC2x2t7NkZbzBY562ytBUEchb3O8Lrjc61SKlIKnEmEDCKzyv3XRr7HazywXyput11DSnmnlEUmIZE0ZUatGjUb/pelQHY+6Jz9ak1yoH3Ol8SXmLHJWXdEizKlmvDJ6xIV7pLNt0aLLBUnO1a9dsUkpOWpNuA6pVG7Y+2OqB+HRjkhoNmeeEJy0XY5Hj9pghlhDIeV2wwZ54hglJvapFUxOBGw04oc4Kh5TKGlDlhHrL7dMUDpunw0l1noyW6FNrTmLA0UK1IWUqEnzplfUOPvkLe6rP1dXdpT1qUp3KG6uYZVZ2rxkjm/208CrvT93pl7nzdauVMW5CRpM+OSmpINAdVyqRV2pMn3+ZVxshgYI6I8qN61QrRolJlSYUxN6RuN83Cq+Tmjr+Pa7e7cm/9KH8BzWHQ9asv8pFi5s8srvLxy4rBn5FRUVFRf81vCwyezD5yOfceiDh/EXTXLGgVJAft8o+X8+9zmiUdlKtgajCI7llHrFGb1DjCxOvlpOSNuknqc85N9ihNMgRFWyNZzqixVp7PRMttdgRh8zQqdGlwfPSci63wduSDzrPFufYJqMgKVJnyDFNaoyJJGy02AxdJqRdbKMve6OcpCrj0goWOqog7WqP2mSxreb4ucvN1WFSxjwdTkXUAZJykkaUIzKo3Am1nrDKaxLPGFFiXNL91ml10nm2SYq1a5KTNonb4/WOq3WHCyx0xALHhUIJkRZdGqeqklPy8tKei5eoMeyPk3eoCrJesEAsFEs5rk5KTqig2aCt8SzHNDupQYmsM4Jd0rICgUaDyqfGr9UFwy7womaDno0WuiM6x8PRaQi9J3mX/YU6FwRbTQsGfTP8ilufeNFQpllLXbUdky0ao5Pqmmc43DviscEm9wTrndYU2B9N94bwca26zXfCQu3mBD3W2aUrrrI+2Gq6k1Y5OLVyIhXGpUy6PnhIm26dauSkhGLT9RhQocWA7xVebV2w3yXh8xYF7a5ObPCl4EYDiXq9UbnLyvZa2xT68MULX5pNUFRUVFRU9O/g5ZPZG+1xaKzEofbjvnv303pGJs0pn7R/NCMn6a3hffbEM8HecJ7KQr8Pp+7wZLTcyUKlR621MjhkVbDfz6JLDSk3S6dV9ttsgU613hQ8rD4cdXnwtL+I3mNTNE+lYWPKrbfJY9b4y+BHbo9foUul45qUmHS130nJu9/p6gw5rslJNUrkTUgrkzUmhaRApNaQEjmj0iIJGTmDSl0dbFCII7e5CDFC1YadH2zTGdfZpc2IMo369avSpkuZCZUmPGOpeY45pkWzfrWG7DHTavusDvYbiUvc5gLnBDtl47Qu1f4oeafjca3PFd4sRkKEWLNeA6qVm/CV5Dc9WVjmBYv0xWXmO+F3VssLBSITyjXqs9IBz1vsNHuFYj1qREJZKY0G7TDTiHLlspY6YFiFxdNr7e3L+3DbfnWlCU+MzbTtaJ/ROKWlqdFE/0knx9MqU3np3KBt8VxDYbUFQYeKIOtIvtpH/MLGYLlb4oucaZvDWp1U7zoPusUlQgWx0HSdOrS4xEaPW25SiTqDrvaktrDTp6KbvCqxyf5Cg79I3uy/5W9yc+mXvXbiLyxvynhn5dOGW85yRWOft2xb4eZ3ngWO9o4ZHM9ZMaP6/2bhFhUVFRUVvbwlX+oHAMOdJkrqve4LD2vW769L7rA3VeLQeINs0CoRF/wousKElD8Nf+GBwlrlyuw2y68L5zk72KYqHlMRTNinTShWblyprBEljmo2y0lxHPhu4dVudrEKY0qNO8suv3GeCWkX2uRFCy0Ij3ltfNCX4uumWqWkzQ27HI7adJqQkVWiIBIgVGJCuUmfDb/jvdFHDSkxISWWMNsJPaol8VC8RrMBgYJAQkJBQei38VlTd/JO3ZXj1PHj4uCYinhUMsjZFM9TH4wYjQets9uYUp1qvWCx7fFMWWVigUDshuRD/jj/Pt/Nv0pWUsa4gpS5OswNOvXE1U6311OW+27+SqNK7dWqTNaxoEUmziFhVIW0CZVGPWyN0+2yzXwD0khJyXmrBzxlubOC3V6M51rlkFRFnR0jrfYeT/hK6puio9xXep7WqpOeLyzRlJ40u6bR850JVcGA7ZNtXhU8KyctH0UOa1SajHVJ+Yy3WxwfcbHn/c5KzQYQu8XFkiblpSVNGlKt1ISHrBYKEKsy5n5nKI/GTNdtkYPud5qv51/nHYl7XDb+18qNq6qZ7vGJpQ7vzVl21vVuPrP890tzIl8wOpn/v67YoqKioqKi/zReHpm9297J1d/1sdu2W9B5j/1dw66N7/f3hbfKxYFGvTY4TSYet84uL1jg/GCbgbjMtYkn/To6z854poKk29N/5cOT7/GCRf46+IHpiUGfyb/ZIdMkRc6wU6lJY0oNKjdXu0WJ4/4xfq0V0R51em21SKd6n/KPNlrsn13oouBFJ+NKp9uvU+3UPbfQOba53SuMS0uI5YWSCnKS3uN2z1vqRYs06jeoQiBGJCkSSRhVqtqI4algLRZ4g0c9Y6lR5Zr06lOpR51AYSqgC8RTmcFTfeYSKox5TfC0e+KzXOhF91rnS8nv+VH+Us9bIilSr99FwSYn4wZPWyYQW2Ov7ebJyKowYULKiBIjypxnmy3muzJ8zvaozYBqxzRZ4rB2jYadCoquCJ7TH5dJBQWLgw7fi65wTrhLTTCmPZjmYKHBgrIJS2oLEi3LDB7ZaldfXmVhWFA311k1A35zMFZpxD6tGgzrUSEnbbV9BlTISuhRK6VgTNq/3NGrNaLRgEkpk5LqDTqqxYiM6fr8YfhbP4he5bhqrwh3ORlV+2jqdu/N/ZExGQQuz+z0UHaRUlm1lZW+vuakVa+66aXaDUVFRUVFRf+mXh7B3pQjP7pJMtvvnweXeG6wxniyysLgqMEs9zpb/dTxZpmsH6c+b3thlgej03WrNqjMSgetsF9pkHN3fIZedYaU+WH6i94w+ZfOts0x05xUJ6FggXYFgcNaLXREibwSE560Sosew8q9PbjXz+JXyklYZ68bwgd9JbrGTnNVGDZfh16VLrPRo1Y7qM3bgnu9EC9WblReyhZzTcoIxP4guM+P48ssccRus8QK1ttsm/nGpgK/0+zzkHUigXITYoEqYwZUKDemX7XFDurSICOrS61xaUmRJQ44ZIaEvEE16gzoV6XEpLyEKmM+Ftzs7+K3Wh3sc2P4kM6g3ufz1xhWbqEOw9IGVSmZKsSoMyAnlBabkHR6sM+WeK51wV4Xhpv9sHCZUaWOa/Cd5Jc9UDjDU/Eys3RbkOoxIz3gtsJ6I3HGJ5f1+/HWEb2pGVbGu+2frNWdaFaWH3Q4blRhQm4qWzpdL1OZyUNazdDlsCYxxpQplVVjxLASVcY16rfbbLOcUCqnIJaR94KlWvQbknFt8Jjb4/VigTmO6lZnVKlRZd7UdFzt4vVeX7HNvAuue6m3Q1FRUVFR0b+Jl02Bhuyww82XCAfazZ4938VVx7w5eID8hBlhr08nfui64FFN+pUb86Hc+y0O2/1p8ucGlVvhkD4Vvud1vhq/wZBKXVNHsO+c/IiMnEPm6FNpniOSCtbb5COJ26wNdjtkuiaD2jVbZZ8xJWoNOBE0iAXqDMtKujm+1JuTj5qjw9XB0zZb5KhWP/RqR00XCd0Zn22vNo0GZIK8ChMCkTPtcGd8jhJZr/eYRv0yYrN0OzfYYVJKl1r3OnVf7Aw7NOqTkNelRptO83T8vhp2sSMGlIkEMvJOs9uYMqPKDKtUbmQqGxjJSkkbV2HU0/FSq4ODtsTzfbTwXrfk15uUFmJYqaRAlRH9qtXqN1O3cjljMoaVezpeqsykF+IF/rpwo72mT42eG7M1nmNJeMiwMtPCHk2F4zKFEQ31dWY2VBrfeqclc+e6b/r3XFu2yRcS31KZyDmZaFEia0TGpJRBVQ6Ybpc2h013sY1CkYRYvRGhyLgSJ9QYV+K4pqkD9rQjWmw11w7zbTFfQt4nEz+Tl3Rl4jmvCp5Va8IOC3SqNympNpnT3dvjmppdZuX2v7R7oaioqKio6N/QyyPYi2Nue6ctfRlfca0/31Lv2HAsUxhVYtJd0Xm+W7jSO1P3e2viIVkZfarEUUFlMKlEzo2pB12a2KTGkEpjZjopI3Klp4zLuMRzavQh77A2K+33dLBSQSATTyo3oV2tdg0WB8ek5UzT73fRCqUmXR8+pMmAI3Gjv8rf6KhmgYJ5OpznRSvtF+BMO/SpMyHpN871QrzQIkelFew2W70BY0p9x+t0q1Wn353O0R43eU/wa+u9qNKYBr3eknxUg2EJBYsdcU34uF1mmR90eG3iaY9ZNZW967fcPh2aHdRmtg7EJqT1qzLP8ampHaH3JX/rMac5GddKKIB2DabpNkOXBUG7zya/Z7GjagwKBWqCUUsdmCrwCNQatSBoN6bEuDKkp9q4HNNsQIjvlX1XNkq5PzhHt3rPdeQt6rrXtmCeBw9lfXn8Cl8av9InC++2qrTHZP7UsfSaZLs6QzKy1trvRvc6zT49qu0yW0HgmEaXel6TboSWBEddYoN6w1bZ7xw7lUwd7LYYcJWn/KRwiUlJf5V/q1Scc0KVhIIz7DYtlTMtGJBIhH64r1zy4k++NPugqKioqKjo38HLI9gLAq6/xZXZu+2YaPHP1V+1IVpmQdDuhXipWGyafu/M/Yml4RHNepWb8PHoff40906xgj/Kvd8XCtdpNGC5Izo0uyF8SGmYV2/QQFDtkGkK0iYl7DbTrniWDxQ+4qgWV3pKtzqv9pQudQaV22iRhY77m+B77o3P1qVWv0oFKa/3O8NxhUhgtzn2mCkraat5YKkjFjru6vBxmyyUljMmab9WxIZlRCKlsnJS+pQKAnab6RXBFhWyDkTTHNHkchvt1er26HwDyuyJW1UZFYq9xf1WBUcdNd2oUnO0G1MmLasgIS2vV7VAoMKEW/PnqzPqhuSD+lUrNWlUuYyc08L9WvT5Xv4qb0k8rF+VBUGHcxI7dWry9vAB/zJqbWVwwJgSSZOIrbVHJHRL4SKfLrxV32RoV2qRGYvWivOTZqUHramb9LTTBMm0krIK4xPjBuMSa8K9atORjyZv1ZYZ1Rb0KpGz2Ty3eYWdZrk++YgljlikXbmsx5zmdeHTSNgez/WQs2ywzFZzPGo1WGePvEBK3srwsJk6dWjUodFMnZak++w0T09Ubjjd6JHJJe7cPcy+h8B7f/6CsWJxRlFRUVHRf3Ivqzt748e26nr2V/5ia52Ghkb1hR73DsxwQWKH/WPlBpU5P7HNeJzxYHSaFv3eH9zhn+NXeNoytYZFQvOCE25MPuSvcjc6zX4vWmBIuXEpM3UbVCbAVxJfcySe7tFotSescn34kOejxU6q06fKND1GlMhMFVxMSojFclIyss602+NWqTGkyaC9ZihICISud78D2mwx17hSGRPKZPWrUmrMp8Of+G50hQklao3aZ5qchEhSqQmzdMmYsMtc9QbFTPUUzPvz5M3+Jn+jSKTKhIxJC7R7xDofC3/pq9EbjCo1IemCYLun4qVC5CQk5MzWY3rQ40DcbL4Tjmpw2HQpBRcEWxyIZ+hUZVyZaTrdlHjAdwpX+lz4j74bXSUW2Wy+vLQSWSsdkA9Smgw6GLeoMegL6R+4dvIv3NXyAycGJgzPvszcVI937l7niuRzxhrXWHbidvPrkr5f8YcOtPdIT/bKxklZKcc1GFKKULkxBaG8lEjgLNt1qdOjWv9Uhm6t3Q5p1adMQdoZdikNsn4XrwItes12zCbLpU0qkTc3NSCXO3XnsToVWJ9/SpipsOri67zy/LNN5ApKUomXcEcUFRUVFRX973tZBHvDEzkfu3Wr153W6uTdn7E0OKx3MuW+8DwXjD9iocNen/sbFwebHErNN33ysBX2uzS9VWk8YXswz12FczUVOrVrtMV8kdBp9loctguwOZplmj73O8tb3OcRpysI/E3yx/4k/25peSXyFjnsYWsVhGoNuyJ4zj/FF6kxaljZVJHDqDFpWSVigQa9GozYY4bpukUS3u3XPuXUnNUG/d6ZuMeaYL+b8h81olKlURcGG7UG/X4dnW9EiTEpBWnzHXJSo0Cszog6w8rCSZuiOc6w29OWqZzq7TfXcc0G7TLLB8M7PBiv8Wy8TCBnuWPyQnu0+VDiDl8oXCMvJRBrNKgl6Dccl2jXKCfUYtCtyb/yqcLb7YxnadZvh9k+Ft7qS9EbjCtRIqtUVtXUKLNBpQoSFml3VKNIQqjgHeG9tgZLlCQi3flyVclJ3yr9rr/Iv8O80mFV8ZCaaNDXhi/Wmc8oqayXHu3UE5WYGfTqistlpYwpQywpEk+11MlJqzAGYrExJWKhSCArMxUWxuoNOK5RIOf9wW/dEZ+vU7XXeNKLluhS7TPlt3pkYpGHC6dJynvrvFHve/vbikFeUVFRUdF/GS+LY9zKkpTXlm93z7PbBOMDfjp2pkvyD3vD5G98I3eVv83faJoez4WrrEoes91s3/F6T+UXe13ub9w2eb53JO/2vtRdyoOcElnn22KDFf4xusIF0WaDqj3kdBNStplnppMuD553KGq2xOHfN0F+3hKter3X7c623W3x+fKSWvSpMKbChOvcJ5KUkldpRFbKPqdm1E5KOqHBI86wzo6pu255xwqN/iT/HpUmEJmQ8Hi82q5opi8kvi1hUizUoFfnVLHB24P7dKuxz3TPR/OUydlnhjKT/tBv5CXs02ajRWbq1KpTkyFfTH5Hichmcw2oEIp9ofAmZ9spFrrYJkscUxaPeEviQZXGJNCn3EcL79cU9Ftrr31muNgmW6IZIoFSE2boUWUMBfWGXBs+YVVwQEmQE2ClvcZldMY1hqOU/tJZeqNy7eF0V4Tfcsa60y2YM0efancMzNNbSJuQ0js8ri9Kq05FTsRVJpS4xCYLHTVNn3oDykzIyhiXnpqTW22JY1NBXlqNYe8KfmOWTqXGVRpDIJb0zfg1RpTIS3nYOt2qTEp6amKOx6PlxiW9Nf2oPy75bTHQKyoqKir6L+VlkdmD7/z4x3aZpzJ73B1HSpydOmB+Yb878mc6zV6rEoc9EK1zdfCEz0bXa9OpzrAdZhpT5kw7fTb1Q+/LfdBx9TJTM2kDBe1avDNxt8cLy71okUrD8lOzX08NMIu8KXzIU9FK3w8+77L4C8pMSMvq1mCxI76Z+po/yP2xkxr9dfBDn42vd2GwVXtca4f5bnCPe5wvK61PuaTIdL3OC7a5P16rTZ8OdQoYUeZvEj/1D4U3WqDd85a40lOetNqYpHGlymS9K7jLL+OL9KhRECgxISEQiJQb06lRuTEJBWk5FSal5R1Tb752u8zxyuB5z8ZLXWCjp6zRrUaZUaMqNOozqNJShw1N9flLiuwzA7H1NksGsV3xzKnq15R19rrfWgRCgYuDTaKA9qjJGeFumWDSzwuv9BqPqw9HldVN11uz2o6BpCXJYyrH2o0MD9lfd75sb7tl5YOunpW1fajckePH3RJfam58RG4qgG40qM6QuU66y9lTfQYLIgnT9OlXKSdhruMOaFVuwphSoUipSRMSJmWk5FQb06PcWfbYaq4aI0pkLS2fcGXhQbl5r3LWigWaVl/+0m6GoqKioqKif0Mvi8wevGfWCW1xu0UrzjSzZMTGyRnmOWZOqs+C4FQvu1ElvhZdq8awUSUOTs2LXeyI5yz0+fwbfTR1m7eED/nDxN0WO6xDk9X22FuY5oAZlgWHlcqrMG6BDo36nGa3iSitXYPb43MVJNQZttpB03Rq1eVPcu/Sr1qNEX8Vv92oMvfFp9tisQWOucWlpk/d8Ysl5KScbYeN8SIJsXAqIIskvTe8018V3iqQk5UWyjkWTDNDh3GlSkyKxdJB3kLHVBrRrEcoMKrEmFL9qgXyRpUYVu5826wK9skY16pbh3qxwD3xOQaU2W2efmVilMsLxUaUyEk6psksXRY4qswwIlWGPWOp5+JF+pWIBJoNyEkgJSEWCTwTL7E/anVUo46o2uWe997MA35ntYsSm93fP8OthxL+pvYe8WTWLcMr/VN8meHRCXOT3Z4en+2aXev9Q9c6t0cXSMQTDpihIFRm0oAK28x1UIvvJL4ydVybss4eBaEJCUl5+8xCYFiFAk6zW5UR6alZx4369aiWUFBmTJtOAyqtT+w0mJnm5onzfGtHwkW3jHFkw+/X5aO7u/xmy/GXZlMUFRUVFRX9G3jZBHtWvlHYtETF4fv8UeJ2y8IjpgXdLg5eMBFk7C3McFH8vF5lMiZlZbzBk6qMqDdkZXDUUFzuz3I3+Xp0ta3RHI9aKyGnR43HrHGu7YI4p0+VrBJvDR/QYNiZib0ecIbzbPErl/hAcLsbEg96zhLHNepVY4v5yo0LRdp0mqYbzHfEHrMEYhstlBUi0KTHA1PHhXMdVxOMGlSiX7Wno+VCsW5NNpmvVaeRuAQJpcYtCY4aV+pn0Ssd0WRQhZTYpJSEguRUZisWSisg1hAMOSPca5t5OjQZVWGFg1baJxBMNXAOXeBFgYK0rKwSpcb1qXJIsxcs1atOi96ppsU57wvulBBIO/V9KwtzWvSoNG5FcGiqcCIwLu0RZ/pk4Z1eyLZqMmh/Ybp8YdK88KTuwRGbSk63fsV812SeszrT4cT0S7WGPRJySgvjBlUJgoyZTqgw5vLgeTWGkFAm6wOFDyLWpH8qSCajoExWi38JyPKqjdmvTWNwarJGg345KUsdlMIGqxzXIBa5P3G+p/oqPWOZkiBvVXjAroH/vi1On1Nn/YLG/8idUFRUVFRU9G/q5RPsHXjEZcEzyocOSgaROEyZFvSpiIY9Ga9wXrjNI053frDdl5PfskC7XJBSZtJNqfvN06FDg2Fl2nR7Il6uX4W8lGOajClxn9PVGLfYEafbZbYODfqdjKq16bLXDKHYQ/FaURSYrkeDIY0GlMk6oVGfCu1aDKr0yvAFJXIqjBlWLikvLZaUtSo4aESpUOw5y3wseYtJpYgMKzcpqcywOTqc0GSfNosc0RwMaYgHBLjMsxY6rMyExY4hcJp9Ppn4udPt0Kxfoz6xpN640qcLN05VJCfMctJyB6ZawcQCBZUmVMoal/EqzzvHDm1OKjfhzeGjqg0L0alOgwEZOb+MLzSi/NQ9PNUejk4zMVW8MhiXutgmJzVq1YXgVGNl870zea97otN1aPKp5E8MNZzmE4Xvum93j9/ll0g3LzIy0ONT55c7N7nXYCFWbsRKewTYaoHfxmfp0OJMWySmgl1Yap9y44ampmiMKTWgUiSBhBElPhTc5kRc613hXVY5KC9pp9nSJv1160Z/m/yJBU7IRYFm3dYEexyKGz1VWOIn+0ro3kMcq8gkVZelXqJNUVRUVFRU9L/vZRPsFda90x9vaVU+uM8Xhi61LtxtIs7oiavN0O1L0XWSJiyOD/tx/lKfTP7cWFAqJ+G7uSvNDk76UOKfBWJjSo1P3XCbkHFhsFmLLqvtcViTE+pttND7o4+6PvGoSuMSCkaUm+eYg1p8O36ddo0WOuI5i9UZlpCz1CET0oZU2BrN0aHeleEzqo1b6aBWnV7vcck4b1LKNeHjagz7Yu71VtonIXZEk7yUt4SPuSJ4Tigwx3GPWOtIXO8ha5UYcyRodcBsGXnPWWyO9lNTIwo1XrTYEsecKiWIdGgQiYwoVUC/Sj93uSUOqzGmyZARJR60VoUx91lnu5n2mus1nvT30fW6VOtVJRbqUWlUWp8KUGt4KoxNyik1M+h0XJMO9dYGe1UblZTXFvZIyfmr/FvNCnuVmvRHE+/0s9Ez/UPPueriIZVlpdKHHnZ+sNld2dV2JZeoT59qqjwj0WtYqfOC7f4q9XOBWL86myyQFJnnmKeskRdo0mdAmUrjao0h51RgG/p0/FZnh7vdEl3oIWsMqFBhwpgSn+1Y7lDc4rDpzo1eUBLkdcXVPhre4t41myTCiM3/RHb4pdoORUVFRUVF/2Ze8mDvnT/ZKIpi33p0v/fPOmpdYr8bFgc2TM730/wlHiqsMaTCueE2f5b6Z792voecoU+VZJxTYcJ2c3w9ep27C2d7k4eMSpuuX1pBgGfixcaUmVBmQLm0nErjvhB+0zcLr9Md19hsvoxJh7TKyFlm3+9brYwqmcpt5W22BATyOtTp0qAzrkVsqwU6NPmN8z1sHSIPROuMyXjMahstscIBkYRGfYbiUlssUmlEXqBHncRUdmxcuY3xfM0GlE41Lt5nphPqPGKNCWkbzXNMg4TIEdNMyjjfFnMcNyGB2Kgyixx1Uq2chEkpYzLGlRhR5hPhzfqDKrHAiAo1hqdm+pacKoZJ/cBMHdo1m6ZbUiwW+V28SiSyyWLT4x57zBaInIzqrHRQSzCgzJj6cNSZrWUOnOjSWpNRXl2razTW5qTvDp7lS0/3OT37jFnpEZc19rkncaETGq2Nd5iRGFJrUFZShLzAe4K7pORstUC5cW169KhyQhMSyo0riBWE9sVtBpVJyyMwQ6eUvH5V7khdZaHDdkRt6uMBCfxddKPbNnc4vPl3XPrXlFS9NJuiqKioqKjo39BLHux95U2rDYzndAyMmzV3iXf1Xe+2w2m741k2BKskgtiN4UM2R3P8Te4GPaqcZZu7C2cqC05NiRhRZtZUZuyXXqncmKSc9/iNVp2a9RpW4e+T3/G28GFvSDzpvGCbL0Rvtt1cT1tmoWNe73f+LHGzD4a3e9ppCCxx2ALH7DRbhRHVBhE4Fe6lJRU8FS9XZsyZwU7T9TnTdjVGvMVDao1abb+MvHiq512lEX1qPBkvUxcP6NRojuMqjcpLujh4UbNeNwQP22OGE+rlpLzKM8aUOqhVvQENRrToM9dxDQbVGNEX1BlSISOnzpCjWnSqtsBRSbHLPGd86vhzuk7/FF2iyihTo9OOazBDn0UO+2V8ie/mrtJqwLi0Vr0WOKRV/1R76YRyY+52tlpD5ujQGAzYbp6LPe/O6Ez7o0bJrm0+Wv+cP8z/0uRgl8bMpO96vfMXTze7go6SeapLkx4ZnS2fPdUk+p9d5OHJxZoM+svET0UChI6GLXJTbW9y0saU/v7vA+oMCTFdn31xi5yU+WG35Q4YVzrVZ7DgyETKmFI5KRcnXtCnUpm8m6NLvLpi30uxFYqKioqKiv5dvOTBXkUmqa487b0XzLJy4CGfuvEKn5y5Q20mNh5nZEz6YuENzgz2WuWgcllHTNcfl/tedJULwxe9L/y1S4IX1Rq03AEDanSp9pi1zg522m6hmU74fP7NpoU9bi2stzFeaECFGbqMKXFEizus99vCOb4cXeciL8jIutUliP3L8eCAakRm6JaRlReKxHrVejpeplmvDs3Scn7uMju02Wm2Zn2INRrw8eQ/S8jpVe2IZqGCIeVykhbbb088Q4kJj8arTUxNjchKO6rRDCfVGDKo3Am1utQ5bJqjmg2oJM6LBFNTPxKSJo0rtSRo95nwu1LyspImZJTKGpHxeLxSoz6zHdWsX07CHjPN0GmuDtcnH1KQcFiTFoP2ma7OkCZ9YK7jetTbb4YN8VIR2oMWrwmesSw4LBlnPXkyKR4fEKdKNWfbfeq0cZ9rv8GbV1bqGEtY3PuA4bFxF9ikMhk7x1YlQc4xjf608G6NhhB5urDUcoeNymjX5NuJr3hXeNdUIUegxKk//0l1Vjis0qit0UxdavWp1KLPMofVG9QSDDisSUdUb0xGvzJ/sLDgspKdL9V2KCoqKioq+jf3kgd7/yL/q5vsTi315An2Hj7m0uZhP6v4pp3xLO8N71QXjtpghT8I71Vn2ENOV2FcRTRqbbjf4/EqeUmXhi+IBTJyrkk8Zl/cZr7jdpmtLdHrt/F6ZcbV6zchpdSYi21yhacsDw571CoJBZss9PbwfqfbYZ290gqqjSqTda6t1oYHhFjhgIKUYCoA3K/VafZJTGXK8tJWOmBRcNw0veY5Zn80zTzHBQKXe8bZtjhomhUOKVOwOjikRE6XGjN1adVlvRdN12tR0GFSRoCsEgVJlcacE2xTYtJ2c3w6+WN5Se8N77LOTkscck98pk9E73Zq/NiEtfY4odlP05+3PnzRhDLXJZ62wn5tU8UWKXn3OdOH8x8QiPSo84JFCHSr1avKubYpNy6QV27cpKTzgm3yUeze+ByZOOvO3DrPxEvckrpK/2RoVjVf3F3rzJEv+8amSRPpWocTs725qcNDzpDL57UHLe4rnC4vqUeNTnVOt0tuqgCDhHFJHyx8wPejVxtQrt6gI+oRn8ruhpE6I14ZPKtXlbS8MuMSaDYgHwcS+Hl8qRgpk761t9L7038rX4heim1QVFRUVFT0b+5l01TZCz/2/X1Vth09KShMah9NWhLtUx2OG1Lq0uB5x4I2+ULWUFzpn6L1/jK82dei1zuixZXhBg9Ga43JmKbPpIz/Fv7I30ZvkVEwrES1rEqjzrTToXC6s4KdniksNT885hfRJUaUma5Lamo014BKZ9npSStdbKPHrZBQcKnNHrLOUgc9brWESCB2ns2estqrPGuzuQ6ZZo4Or7BFf1Dl1/F5MnKWOGpAuXJZ9QbtNFsslMOQKkROt8sLlmrRbUCVCmNWB/sdiluUyDpsGgIjyqaOf0/dxytIatOpRNagcp3qhVPTLtbZ7WnLXRBsVRWPecxqlUZlZXSpNq7EdN3ap7KNpcaNqhCKzNPhgGkqZEVMZdpyLrZZnyrLwyM2REs9ao0Zug0rsUC7LeYiYXZZ1uBk0uVLamxvH3TeutWefOoJx8YS/jx9m7+I3+U18xPuOpyQGx826lSl9XpbbLJAnyolJrU5aYe5GgwYV2Ku4yKxQZWyMiakLXHIzKDb0bhZdTjsuWipcSlJkVpDxlSZWzKiKXvI4/FSo8qcY7tY0jOWm11ZcO/HryxO0igqKvp/r+8gVa0kMy/1kxQV/d7LJrO3v+0aryrZYvnosx4fnS0bBWJUZlKeKiz3jfxrbZxsc1KjtqDL6uCwP43+0BFNKow7HtW5JflpsVBW2psTD9kdz5abml+blTQurVuNYWUORs0G43Kn2e1X0cXOCHapM6hHrQOm6VYnY9KD1hpS5llLNRgxpswdLnBxsFFBQkred3zOJcEmj1sjlJMXyEl4d/hbg6p0aHZvfJZKE2KhLeY7rEW3KuPSetQYk3KW3UpktegV4k3BwwJEmJCRjxMOaJVwagjYpJRaQ8ZljCnVqtsnwp9b6Ji92vSpkpAXiDTp1xb2qjRmXnjcRvOdVKddg04VckKhaCrQy0mZlJNiKpDdZ6aZul3rUaNKHNWkKsjZYoF7nO2ZaIn14Rb3pz7urxM/8ubwYVcmnplqMJ1waCxjWr7DzgNHXBputPVItxcnWvSp9lj5pV4zu+DZ3ccsndymIBALVRjznEVSChY5bLaTdplrnuN61bjaI1MNl9tcFz6mzLgZjttkodvjC+zWpkWfhIJJGVcHT+rQLCu0baLGg/EaoyqcXp21JbHcJvOtb5mQHRv1t3cXj3KLior+P9hzn1996y95meRRiop4mQR7XceP6n7oq3ZUnmdC2jIH1ET9Ho+We2RsjjeFjyiVd05yrwcLa3y+8GZvTDxqjhMW6PD2xP1mh13emv9zpSbNclJpNOHX8QVuCu9GYEyFlfapNWybeY6Ybn883Y+9WpkJh+NpBpS70tOm6XaVJ/SqkRAhMC5joUNiCY16PRiv85SlQrHfOs+meIHpuk0odZ8ztWt2IJpmSIUhJU7dGhvynvA3rg5+Z4mDujR4fqq6Ny/0hOUmZHSrMy50b3ymDs2qDJuu13ZzlMrKYbmD5jmhVY9QbKV9jpjma9EbrA72IxCJpeXEkuoNuDM62/mJHb5WuNoecxSmRomNqRCjICEtZ4YeJQoqZBEqSDrXFnOC47aZ69LgBa16bInn2WSBuqk7hP8UXeSS3Od9sPBBD0an+4fC9VLyqoy6PLnVBYktyiY6rXnDx3S2H/SLzN/7RM3DFo9u1H1om7enH1Iaj1kYnERCHKbVGlZqwqrgsF7VzrTDUXVisTu94vd/NxujebLSDpsuLyUSKpE1EVSYps/ZdngwPlUh/S9VyQsdEYpUDu9VFo36yvmBTQMVmlume/1prS/JXigqKvpP7sz3OJStdOOf/Z2ndx59qZ+mqAgvk2CvkKk0OW2d+Rv+zPvrN/tQxcPWhvstTnbLlJS5u3CG1rDf3+evc1XiaRG64hqvSmwU4t7oTENxuT6VljmkORzy2/hc5UbdFZ0joWC+Yw6Z7pXBs45qUmHEsbhRn0q9qvSrUG7CvOC4grR7nOP68GHJqbt3Sx32vOVqDflq4pteFTyj1qhZTugImqTkVBhB7APBbWqNaNdkmh6jyrQ5aUSZR6KVbo/X22OOGTo16XeZZzXrnwosTwVdbfqMOXUM0KfamIyF2jXqd8h0O8xHwSwnZCWVypnppFEl9sQzhCJJkZZg2Fq7LQpPGJdxZ+EckYQKY2oNI9amU0ZOmxOWOOyYZhd5wYSUUEGtfs9b4Ml4hfcm7/JsvEQkkpFVkHRCg40W2Gm2uY6fOupObDKkxKcSP/Hq4BkP5Ff4SuENUplSS7d+xvpgi59Xv0uicZH7Uhd5Olrhs9lr7I9bVRg2KzXk6oYOh7XqUO+X8UWWOSArKaMgIVZlTKtOrwqf06fGGXaZlFFpSIseLcGAJwpLHNEkEhiTUWJSyVQAHwVJV4XP2BQtNL21zQNDc/zp5Yvc8cH11syqewl2QlFR0X9q3Xu556M+/KGPKzfhz356v6G+7pf6qYqKXh7B3rRw0PqTP/Rs2QU+2XuprdWX+Gny9a4Mn7FlvMGV4QY9hVLDSh2I2yxwzGcL19tUmOuVnjUt7rUhXuZ0O+wx0wPRGrvNMKJUowEzdZvthBGl9pnlp+nPOdsOdcGpu26znFRi0peS39KpTot+M3TaGM33yfBnp3r1WaJfuQGlHorXejReq1zWIdM8Gy8xotResyx3SEFKjSFfSn5biawDmj1nqUpj2jWqN+wKT/9+ZFefaifVyUk7dWgbe8jpslO/Tik4oVZzOKggpdqYSYGChCetVGPUNnMNKFdt2DGNU3N4E8601S6z3R2d4TybxU4dLYwosdRB0/WoNywj76hWW80Vi93hPJFANJUFW65dWt6X8tda7cBUqUrGqQPlQKCgVNaQKkNK/aBwhTadNsaL/HO83ryKgsXhCRsnZ/rlvoTbovWMdPn8gTaJ7IB0nDXbSXPjE56Kl6vPHXdz10x5CQmBjEndQYO9ZhpRqURWj2p/GNxlVzRTRZD1iDUigWHVelVr0u9zye8rCG2yyLi0JkOyAufbaDJOO56Zo7q60q72Xr/ZetwDO7teuo1QVFT0n1vjQl79ZZlM2pc//n6fSv3MDZ//efFIt+gl97II9pQ36Shbrnzxxa5eUOLtg9/wkcYXhNEkYcrXoqsNBxWIPR0t8frgcTP02GeG73utpyy1NNGuS50xJf7lWv0JDTab7xXhi84PtknJuTc+w/sm3+9e59gTzxCIvCbxlEGVnoxWuTc+w2wdSNhltr+ObjJXuzJZJSadEewzHJdaERwQCXw8cYuMCdeGj2tzUod6/xi/2iGt3pX/iBPqVMta5KgjWqameyT81vlCkYycPdoQKP19+2Dq9bs0fE6JLAI5KTODk3pVyUnJyhhWZqYuDYZMCmTkzXVCRl6ZCbN0eiZeYpYOlUYsCE7KS5mmT7URW82favmSMNdxyalegIFAoyELghOgRN6csENSwTazxAHXhY/gv1eszgu6vSu822n2+HB4h9cET1jlkOlBnwrjukcm5aOCymDSZ3vP85amg+6bWGYkSllWPurqko3S1c12arM4aLfJQmk5NYalTFrkqNnBCXVTB+NjysQCfx3f5IQqG+Jlqg17T+njyo2LMBqX+Fz+TUKhqzxprb1GZUxKuyn1sAEVjk1W6Rsac05yr79dX+4r163+D1v2RUVF/3WV1k1zctFb7THbl/78rS/14xT9H+6lD/YG2/3q6x/3nk0zrA7369i/ySOFVQx26AlqrbLHsrBDd1ylRZ9SE34Tn2On2eqCU3MxArGKwrBGg6qNWOqgNp0WOyYtb2s8VzIkEEpNVXi+M/ytmTqtts8DhTM06VEWjepR6x5nGVbib4MfigRGlGo2qM6IVfE+O+M5DsbTDCs1EFUIJdwRneegNsPKVRlVZlSHZpUmVBizW5trPOISG2VlZEz4fOI7etUamprUMaTct1JfE4oNK7PEMRk5E0oQ+HLhGsuCIyqN+kbyG1Y4aLu5zg23aTbkY4lfWm2vsnBi6ui3RLcaO80zoNwus+QkDSjzycQvNRp0up1SCtJBwRs8LBCLBSakhSZdEGz2ak/LRaEWfQgEMU9Eq5FgajrFgbjZz6NLbDVPpzqDKhzV7EjU4DPJH1hunx41ahKT8lK+3zHTh86o1JQcM9ayxhOF5c4svOgzZb/0jdTXZEyapl+9ATkp/SpdknjBhKQJZf408Qt5wVShSgkKOjR5ZHyuMUmBwDOWOarePEdsMs9zlpmUEog9WX+td1y8Srow7jOlP7cnnuHI3i1ufvbIS7gZioqK/it581ve6dzMQTMSA+783Nte6scp+j/Yy6L1yuidH5OX8GJnTsPIHrf1zNaUGrcwv1d1MOapaJnvR1f5fuqLno2X259v8qTl3hncJR+kPRGt9Pfhd2ywzFeia01K+WzwXX8fv8UF4Ta/jU6XErkkeMHc8KQvFK71Rg8rCfJeiBfabaZK436e+qzLc3+vRFZGXqUhFwVb7YhnWxIc9Wy82Aw9DmjVqlMscMg0Cx2XMaHMpEOmadVtUKkVwRFPxisMKbM+2GxXPEunep1qVRnTpE8QhHbHM9Qa0KfKpTZ60VLTdVkeHHJXfLaEvKwS5ca8OXxEqx6/jc50drjHF6NrNBhSImeaHtvMVWdUhWFHNUsIzA2OC+LIYQ0mlJhQ6nybpBW8YKHzgh1em3jajwqvcmN4v/cWPuITiV+4q3COAWVy0pp1O2K6pmBAIp40osSEMr2qBApiSYGCFr0uC19UGw243XpvCB/3YjRPZUlG30RkQtr08tAz4SpDY1lBIeuWC/p8c0On0vyQe1xAHEkGBR8Nfu5voxsR+lry6/4mf70Bdb6Y+oYP5z5gWjDgeFztm8mv+XD+ffKSYpFA6GzbPWW57ya/7MuFa43GKQUJF9nsduepDGOlNc26R7Nes2qasWzBZ16/Qt9oTltd2Uu9JYqKiv6LiOPYr//b5T5VeKtz67K+9fGb/ofvG5vMK0sn/4Ofruj/FC+LYA82Helz8zNH3b+9w03hvZ7NzVKWiFwbP+CMxB4/mHylh+LTzQ5OGI1LHdVsrT3agk6PxOtcWH7Ez0bXmqlTJOGsYJvd8SwfTN3hxWihbJxyS3SRRr12miNQkBRJyxtRJlSwQIeMnN1mSssbUi5U0KzPZcHzjsYtnrBCtREEJiW16DchqVO9s2w3rkyfCoGC08N9jkRNnrJKg14X2uQxp03dJxu0zH5PW6nFgLxAkwGbzVVvRF7oMhs8Z7kVDjmmScak4xqcUCMhocwYAh8I7/Cz6DIlxrVrkJdwTfiU9rhBlREng0ZbojmyMgpCKVlLHTM96HV/vM5ix5xQp9aAceUGlGk26LAmzXqMKzVLl23m+U3qkx6PVvpS4Rrlxi11yD6z1BmSlVRiQp8qveok5BUkterUHzY4M9qC2GHTrFixxguHe32p5RFfPDpHZb7PHrNUhVnHclXKUgnTc0ecUKtPlRlO6lUrLxRKKDeqX8XUvcFTx8nzHXXMdFkJVYaNK5OTUGvEAkdVyArEdpirR61EMulHbz/Dxj2H3ba931vOmedd5899CXdBUVHRf0Xjfcdd+PkHJES+d96kZa9+z+9/b1v7oGWb/8a7TrzGD961/iV8yqL/yl76Y9wpP376iPnNFT77igrX1+3ylvBhF0anGiV3RA2WlA2apltlPKxbjes8ZIdZ7orPd3nieVtHT2XLhpQalTEz6HRMs43RUo8Xlnshno/I+xO/scBRrfolRQKBdXZKiowqkTHpo34hJ5SSE+Bqj6sORlUatdhRq+2XlVZjyAn1xpW4ItjgoBmes9h+M6wOD3o0Wm1R0I7IkEr3O1u3OufablSJFyw1KW1AmQ8m7rDFfLFAiYJ3hff4lcscNN2vna8mGFVjxGHTZZVb5LBBlXpU+3J0rcMaTlUbhy8aVeFVyed1xNWeild4MZrnW6mva9EJ5juuR5V0nBWKdKkUCbzK896TuNOZdjkVQCX0qTWswj6tmvR4Or9YpXGRhHEZWyw0IuOoJqsc0BIMGlblmvB3MiaFIh9O3OHa6H4tyWGlQd6EEvu2b/T4DTUOVq727vXznLF4phUlXXoKZc5O7FJVVWk4VWuV/d7mfoe0IZrq+peXkJOTEMorNY5QhybZqS6EQ6rlhEjoV2W/GR611tXJDc4Jd0orWFwy6NuP7veWzOMeekuLd5w756VZ/EVFRf+lldZN95tzj5iQdt2TNZ7YvItC3uTzP3XPPXcIX/npYqBX9O/qZRPsrZxR7ZVLm1118Xrfb/073ylcqToecXq4x4G4xQ/Hzrc4PO4Pk/f5u+QP7A/adKkzR7tfF862KtzninCDk+pVGvbX0U16VNlWmO05iz0Zr9Kmy4mo1qsSL/iL8MdS8lY44JDpKo06oUEs8AuvNK5MiawYk5J+GL3aXc6xzVx7tSI2odSwMk16tccNhqWVGNei12BUalSJX8QXa9EtY8KwMgTaNas1ZECFwtSdwO8UrpKfyjWeUOHH0aUKAm26tOq2M26zy2wterw+/J0eNVKyAuSEAgllRv06OlfSpOsnP2m/OWboUWbCD3OX6tAsKWdaYlivmqlMWUKPOm263O0cXylca58Zzgm2W+6QNwcPS8kqNWFcuafilT5TuEGFUXlpE1ImJeQk5SVcmtgkh+lxt8UOm6fdtwqvc25yl32F6d4y46Q/r7hLfdsCDwy2mp/q8dPD1R7ZedKG8dkaDCqJxlX1bffa+HeeCNbaa4Yljrow2GKJdikFFSaEqDJq3Klj148lbxWAf0lWJ6WNgayMmTr9ef4mW6K5zlnYLJUftHpGheR5H3QgMUsYBv+xi76oqOj/GA0LzrDKdiNKfOiXG5380nl+d/fPPDnc7LmO8Zf68Yr+i3vZBHvvXBqr3PkLT37n/aqq66yz17fia/wwf4WeQqXpcZdV4V5fLFznU/kbPRCfPtVXLqPRgH+MrtAeN5njpGGlVttrvg4PWiMtb64OZSZEQjWG3Ruf7XXhkw5r1qva2XZYYb8aYyqMu8AL3u5+zfqsCg8J5YViKXmtev0g+Q+adfP7mbFLDKgxoUxSXqlJJbJCBZGEUCgUa9ZjtuPmBydkZCXllZh0VrhXQlbKhGU6JMVCsXck7/W25EP6VDumUW0wqjQac0yTSSlLg8PenfitSKDahPnaLXfYdcEjGvQbVmJImXb1CE8dxxZaBSLbzLXIUSWyZjnhmGYVhnSr9VB8uj7lbo3XW+2g08JDhpXabqaC0IhSobxTSygplnCf0z1VWKZS1vfjVzugTbNeQ0p9JX+N9rjB7Sen+XlwlXWz6t29o9ufH1qlKXvUwtYGN0w/oTkxZE5LvbGyaYZKZ2iIB0wL+vSpcFa4y7sSv7U8OGqPWabpMaACgek6fS//KqHIu8J71BiRlBWKlRp3rq1OqDMmbThZb/u+A+qra/zhhYvc9KPn/frFjpd0/RcVFf3XFi5+lf8fe/8dpNldHQj/n3vvEzrnNDnnpNHMKI1yDiABElFEgzG2ARtY24sB+8XgiNc2GLCNMVFkJIQCCijn0cxIo8k5x+7pHJ9+nnvv749p2HXt7q/e2toXjfHzqZqqqeqa6dt9T82cPt/vOedDVy93red9Mvt9V3Z/1IuFGf5u7hZrZjS82o9X9mvurLkN+pGfnTDUWem2vp1eLOz2Z5VPeSVZKUxjzVGkdaTfutJCe01xQpO8gqZg2M50qkHVVtgjk5YMqNGvSiK0xGExFjjm51aLg5zDaYcoLmnT68H0PIFEjTF7TPep7Lc9myyRSYoeSVfZbK46Iz6UfFizAU36J+69Be6KL9GtEaFOjVbZZafpUqGSjGcs1z+RiNTrNyxvhpOOaLND4MrgZSsctDGdb1BkdzrJIkft12FcpE+tT4bftj2ZYVsyy2SnHdGu1qjvuk6kKCd2ffiiDek8icgh7ZoN6lFLGggk8kpKIodNNdMJtwVPeDZdJpJYGe21J57kgEnut9ZchxwwTSjWrU6VIaMqndZga9LkXLsd1TyxxTcrESEViV1tg59bY3M62/XBCzakC50X7vD95Gofj75rVbTPbxT/yLKabrdmdnuss4b+Md/Ofdtdp6Y6ULfGbeN3WxOW/EXP+yypHfDdntWEgYfSCyVST6fL7I7mqY1PqzfsmGYZqZJEpOS4VmTcnaxVmngPdYb0aPKwCwQTo2UGRbIpx5IaNSNH/enFNWbMm/tqhn9ZWdl/AiuXrXDh5s3+pPNdRlTZnE723pPrpKMDgurGV/vxyn6NnRWVvTRN7e3jDddc5Zv5tzt8esD60lynC5HDhSqdhdCxoM33XG22wy72smaDbg6eUalgnqOmOO1l8zXrl0qc0OaoNu0TXa5/FHzHv0R/Y22wxTGt1lkirzAx2iRnkf2+WHqddfF8LcGguY4aUO2wdkvtk5PoVq/OoF1meDBdbaaTag27zeMGVRqauPPXp9plXlESKYn0qzesRqikQZ+8ornhMSPpmWPfnMRaW7TrUWNcp3qh1FPJUo3poE71E2vAImlamGguSY2o9L34Ki8mi1QZEUmc0iRr3FYzRQIHdAiVJBIzg5NqwzFxkHGlje6LL/AzFwoEZjpuQJ2MohYDao1qMGqBA2YEJ7Xo9/7MvUoiNwfr5MSqDbvSJufaaZvZMmInNHswvcAHMvcZTKudY6eO9LS3jP+xVbY7PVSyruV1Tg+Pmzp+wJ3179ad1tuTW+Stgx/2+fhNjhRrbRlpUmXU/JbIe/KPqq9vEEldEO6031QzHJfIKAkQOq3JmZ9dAiMqJ+7uRXr8YhNGKmMcgaQ05tqKre5be1Aw0mNZTZ+6iuyrFP1lZWX/WWwYnWR3d1GjHrDOeR61RjFf9yo/Wdmvu7OmG/fBrSe01uYNn9znD+874GSxyutyGzSUTttvsupw3GOlZSKxdwSP+HF6mWb93ulBuaDok+n73Zf5uGNxo/rMmPcXPyqrqFuDDqed1GKqLn8Qft83k+sc16JZv+X222+yBn02WqRNn2k6HTTJHpNVKWjVZ7FD7naJFr26NKk25s+Dr/hI+qGJG2KBeoMaDMhKHNShyaBOjQKpDt261CtNbMUIBVKxVCRnXK0hsUgsh9iIKnWGjMupNeSURu/ysG+4USDWqteltnjUuZKJnbaDKlUoGRUpqhCINRjSr840p3w0+qHH4+UecJFIEaEm/WIZvxE96Hvx5UblrAgOGEirPGOZSXq0Bj2a0gHTw27PJUuMCb0xesa34muMyag1ZoZOL5tnXKRK0ZXhRvcla5lYTTbTCf9Q+TV/k/+Q/v4+u0z3d1OesqXjdUa3/sz2+oud232/O0pXaM+MKZWKusJWF82oVujc5+rCw/46vl1bNORkqcqUsE9LrmjjWBsiFwRbNYcj7o9XqzHiEps94CJZhYnNJIH3h/fZbJaNySIzWmo9MueHvP6fXq2QLysr+0/m7x98Rd/T/+ZA3Gad2RqUULDur37z1X60sl9zZ0VlD472jnp6z2nJ+q+7pL3kb3P/6obaA24MXvCW4DGPlZaa5YQpuj2bLvGvmc+Z5pRDQbsX0sXOtct1pb/x++mH/EHxA97rXrOd8AaPOWyycRltun0/ucKwCj3qvDe6x3WZjaYEpz1grTEVDmnXp8brwqfllUzRZUzemKxLbXaj52WUvN3PfDu9SqAkFGvVI0WlosM6rLIDqUuDzZY5oFe9VKhZvzNdpaRCZ0a45I2pkJk4ch1VKZZxkc2/3KqRCt1jrQrjltnrkmCbp5yDQCTWr8qYnHdFD6k36nYPi2UNy2nT5Zhmfx6/TWsw4OJgs0ZDqoz5r9kfekvwqG/F16pzZqj0qbTeM5ZNVD4Lmg3aZIGnk6UO6NCn3mPJuT6SudNcJ53UbFJwWkZBoyFrbPN4co7Xh49ZY6eZjjhokl3jzfb2pS4PN5lRn/F47nL1Ta2yC6724asXeCxdLQwzZjVm/LDu895Q8ZLu43vNK2xxZ+Ymr4nW6UlqzXdUkIxPJHqh0LgX00W2JLMEErGsj2TvkjOqKCsQC8UeS9c4nZksFXn/ZXPKiV5ZWdmvxPG+UXtODfrIVfO1Zce9Kf+cZeFJ/yXzA7FKR5/6+qv9iGW/5s6KZO9fn97nwOlh77xgqj87cZ6O7hddl9ssHD7mw/EH/UNym2ZD9pqmTY/9Jvt2fK2nnGOSblvN8YLFmnRrDEbUGJFVsjQ85F6XyhkXSWy2wF7T9KoWC/1J/H7vLv2hJ9KlVtshFhqR16HbfelFPpv52sQ2iEpj8qqCMT90lVojvuc6NcYlslKBVXaIpI5rFQuts0ynJk+lyxUFCiJZRVN0+ZPwOyqMazLs9cEzagwbVqXWsH/O/J1IUYM+lUEiFejUJJTo0SDFpeE2bwkfc5UNiiK3Rc+oN4zQ5+PXI3WvC63yikolscC4nLySDekCP0/Pk2BQjd8v/o5vpDeIFG01RyC10WIECvJOarYpnaM96JWb6LmtM+xY2mQoqbDbFJXGzQ5P+sfMl80LjhtRYUSFZ5Nl3ph50kmt6qOif43eqiKM9YZN2oZ2uv9AYvMj33PRwqnmT5vkdbMTScpL3VmfG7tZHGacKFR6KH+tw2M1XqxY629z/6QlGnFCm3AiZc6IBBhLQ1mxOY74XOnNxid290aYFA3pT3P2jTfJZkMLJpWPTcrKyn41eobHHe8fI1vpvee36b/hS+74w3e47GPfcUfwZ+of+aNX+xHLfs2dFclePhNpq8trqsj4TO1dJtdn7ex4rb8OPqBXjXPT7cZlTHPSRguESoK0JG/cV9JbfnmMWqOoO61zRJt/9EbfSa6yxAG1RrXrEYhNdkqVMR/xXT3qQa96O01XMdEde5+1cumZilqvWjd63vSg0/Z0ukhqrS2qjTqlQatukdSLlqo1BKY4ZYZTCEx10g6zBRP7bQ9r90SyXJ0hAyqsDTdPVPg4YMZEF2mq2SBpoludWKDJkKxRJTyYnO934w/6vqu06fNAvFq3WpBT1KfOgBp7zVJtFJFpTmow6Lg2Dfod06EkMMtJI3JWhActdFiTfldZr1WPWY55TfiCKuP2pJOd1GyqLgVZfWrsTadM7NQtWhnu88HSh7yYzndF+IpG/Ypyuks1KpS0xSel48O6k0pvCR5yfe5lb1k9RW+mVc1Tf+ZrzxyQPfyM6yq2aa/L29lwhe601puiJw0NDxsTCAt9jozXej6ery4XCJEVWxnuU21Mt3qx0KAqh9NWhKKJaunxuE4k8bYllf7rDQutmNrwK43xsrKy/7yWTql32fxWUHHDn7n9glkqGlq1NTao+e1HfDr7Ed97sbyqsez/O2dFsvfOC2e6bdU0t37lRZ8ZeYO096B798XGikXTdbrPxQQZ73Wfy4JXzHLSZN3mOeRaL9hrijmOmKLLJ4OvCSRu8Lwh1YZUW+Sg34t+otqIOmPmO+bLbtOi162eMtVpLXrdEKwzy0lXW6/GiB2lySoV3eMS30yv1qNWjBct0q3eTjO9w8+l6FPrLdFTRuQVZLXptcIuJ7Ug8RvuMccJJNZb7FPBt8133N/Eb1aYuFOWV/D50q3OsceAas9Y5sySr9Sg/MTds8gBbbonjoVf4xktQb9GgxoNCKXGJ1aXDag+sylCSY9628zWp8b11pnlmJKMEmYGXbYnbbaZ4ZQmz1hmWLURWXclFzqzVTjxgfAenZq9I/i5SmMeS8+x3RxDqtxbPM8yBzQa8Y/J683SaVLQ67uudJ5t6oIx+0wRSv1z1e+YWpXqHeeLv/sGqxfN8eKeY36cXilMxvWPxeIgMHf5WvvqzlNVVSOWM1Dk/vyNPhT91DXRJlmJZoOmpafUGRQYF8sal9ce9iMVTzRtpAKTssNa9Hh6z+lXK9TLysrK/p2p06f7jff+ruuWTHq1H6Xs19hZkezBC4/c6appkUvOW+PF3PnyQUlt3OPccK9aY+ZnTjmq3QvpIufYY5P5NlvgCedMbLoI/F72bl9I3yySyFfVebNHHdOgKPIv8U2GVcsH40ZUgAZDfuoin8l83agqk502qMZTzvGyBf7VzVK06UNGSdYqew2qdJEtZjrhB66eqIj1+VZ8jSUOGFEpp+iN4dO/rKx90w2OaNOn3riML6ZvkEgMT+ypJfA6z9pihmedo1+NCuNS1BmUEQuE3u0Bb/C0ZsMW2+snrvByukC3Bv2qlWRlFGUkKo1ZZbtzg73+KPyOFgNCsZ+4zDRd8sY1GbDMfvud2R6RCrzLz1wVbHRKm0TWMS2uDdYryXitp/08XaXCmD5V0onRK6HYtLBbSWhU3qi8gbRSVmC7GfrSSl/JfE6HXk1TZllc2auya7Oan/+BR3NX6x0YcuelXY5mZvjd9u32dw5pq8v7wJtvNjU94dxwr5mNFY6nLb4eX+2u0SXG5Hy+9tvudomj2pRUIHVCk6eS5QicGbCcqowC9bPO9cxgh6++a82vPsDLysrK/jcWT67TVJ17tR+j7NfYWdGNO1QoWffgdxRal/n21oKdx/t8rOIePx+Y5jezD9pcf6V7O1vUGjIpGrQlnmZArayieY7YZI5hVRr1ujHYYEl02OZ4tpa0xxFtKsLY6aTaixZ7d+bnni0tVmPEinC/O5PLTHdchz5dGnRplFPUptfzlk7cCgusstNzlskpyAh8Oft5f1F8o/PCvR5M1ljsoBcsNWWikzeQaNNvUN6oSh06DarVrw5Ffx1+1Z8k7zZZtyMTR6ohWvU6rcGng6/5i/SdRlRY4KAaYzabI29cJHVD8Lxn06X61LjZ845qlggc1epC220y307TJSKB2Dn2OaXBgBrL7NOv2iEd5jpmbzhbkpSMyiAywzG/G9zjH9I3mu2o/Sa7PHzZz5PVMhInNCEUTHQTn0n2EkVZBFp1e0P4jL3pFKfSGg1GndBqjqN2m+mIdm+qWu+h0cU+tmRY3/6Nvlx8jcsWtNvbNaiuIqt3uGhGfMgb2k/ZG8zwbE+Nwd4e3cXQyswhteG43fFkk2fO03Noh63FNqPO/GNZZUwgtdhB28xRZ9ic4JhLr3uzW1ZO0VFf8arFellZWVlZ2a/aWVHZG+07qXn8uKvT5/31yh53/vaFNhcm6Qmb3FG83PzeJwhSu0xTlwyqUvTW4Od61Tikw5uCJ7Tqs9YOO9KZ/rp0qyujl93pCr+ZfVCYlmw1T5te/1S6WRAEpobdNiezdau3yQKnNNpjmiNajMl41GqTdRmXMSovI1ZnxAV2CiU+WPyQfaa7I7nSmKynLJcxrtGgNj1KMr8chdKk34ga/WpUGrXYEfcka2Ul2vUoTexzTUROabHAAZVBUSg201Fr7PSS+dr0GFLtveH9xtKsXvUGVXnKMse12mCREZXucbHtppuk0zJ7TXPKSQ161BmT8YIlqsKSNwdPOK7Zm4NHXB+8oMaovDHHtfpU+h6n1dhggZOavJAstcJeN4UvOBM2qV9Uztba4hKbTXdKpWGv84w7kmtc4mWHTXVOsNvacJuDpro2v9nMsMu+0TpXVh20oz+rTZ+PXdxk3YFuV8ysdOjQfuND3Z4eaPGnh5cL6iZ58yXLDWUbTdbpleIUB0x2SIe9nQO2JVOFUd6bZo6qMC4Qi4X2marGoDRbLTN1lWnNVeVEr6ysrKzsP52zItlrNeic+XP8w542b7q/5HtPvuLh8aWu84J35p+xLZ2uK21UoeTe9EKrbfNv6Y2aDBgXeU30vCaD1lmqIhi3Ijjk90u/7bgWXyze7GTaZFwkCELTnLAxnetnyQWOa/UxZzpjj2oz2zGNBp0b7LPQfkvsU6mo2ohdZjnfdquCHYZUKmKBQzr0u9aLZjthTAXCiQHHsSEVmgyqNqZVjza9RuXtM8VhLUZV6FMNbgpekDWu2oCjJvtM8nZDKvVo8Io5cooSock6PZUsd7+1hlT6SHindn2mOikrnhjdkvO64Dkjqu011XXBhl/u/U2lUryczPZ8ukSPWo/EK1wVvGSK02KJUCwzkTAVZcxywpCcR5zn68l1CMx2XCrwlvAx04NOh7WpMiav6D4XKcrYZ5pE6Ivpm/0sOc9t0ROeKCz04fAHGoMhx4o1GkunTG1v1tzU5nNvXOGWWamOfKy6Iuexj13hG29d4MCebf718e3OndWqsmOBRS0Zo/lWa5LNvjL6R2YFJ7ypZb8fH6xUE8aaDLog2q9HnR7Nzp1c6c/fdokbl5XvxJSVlZWV/edzVhzj2v+EoVLk/U9mNVVlrdu6S70RH8n80GX5vd4x9Ls+mrnTt0pX2GO6AJHUYgdsNdvC4LBX0jkKIksdstN0pzWY7LSlwUHr0wVu9bhK4+5wvVSiyrjPhv/mN5I/lDNujuOqjFke7PeCJZbZbzTI25zM0aVBjTNVo7yCesM6NRpSaZVdnrVcXsHt0eO+F1/ulOZffmmtes1wyiZzVSgaUmmqExqM2mYamKJPv0qDquTEMkoyEiV+OVx5uk57TTGmUqURiVRBlXp9Ahn9qqWIlMR+sQ0iMMUpy4MDBtIKpzXar8M/Z79gazpbS9rl0/F7jMuY5aQDJiGQUZzY0RGqMqwgr1mvIdVG5F3hZVvMdlqjKiNaDTqhQU6iJHJp8IqH0zUqjSrIqTfigmCbJ9NzzHRKY8d0U3teNC9z0sMu9Paa9f6g52aXzG31vktnm3nPrb4X3mT5Ne/0Dw9ssqtz2Gvzm31oVd79Nbd56Nl1Xld8QDLzMv92cpZAoHuoIE5KKiNKcck0J+w33cqKk97bsc/l7/0LFdnoVxzYZWVlZWVlr76zorJn9uVGCuNuWj7J7zZv9PeVX/Pxd9zkvux1vpZ5k11m+LvSrd4f/cyQKoOqzHbMFmeOYZ9MVzimSSBwfrBDUeQDwd0ut9HOdJqMkqm6bA7mTKzZClUad19ygUSgTY+3ZJ7UFvR7MD3fWJqzNZ0lSThkklF5iUR70GtY3jZztAYDxuQc0u470WfdHD7vi/Hr9E3sw73FU2Y6IhRrDIa06RFPDAA+oc05wV7VSlI5BYxOzIR7T/iAWU4YVSESqDdkslOagyHFiVXGzfp9NLhLo0FvDp8wWZdVdiI1TZeM4sQ3NlGQ81S63H6THNNshk6FJPKz0mo5qdV2yUosdMClNrgm2GCtLf4++pKF9hmRV6Fgqm5TdCPUN7E3d4YT6o0YlXGhHXKKagx6Ll1inoOWOaRZv1uDJz2WrrTEQafV235y1E0Xr/aa62903aRhbfnYB1dVSKR+9JM7dbzmT3zk3W93Ve8P/c7l81Xkq/TVL7S/ZpWR8djSJctZ/iadDctlM5EkTVyZ2yYfhZorUnXBmNPRZMsnV8lnQxdcekM50SsrKysr+0/r7KjsYfShP3P+c2ssmVzrmoqdxk4f1hJ3++PeG01JjxuRN91J281ysS02WGBU3lxHbTXHZKf0qZdVUpB1bbBBfTo40X16hS9kPu++ZK17k/MRmOGUIZWaDNhvshnBKdcG60122r3JRTqc1qbfcFDhnvQiF9mqIC8TJF5MF1gSHPKW6DG/V/qgC4NtLg82+UzyLlcEL6tORzxrudd61ndco9KYrJKsol5n5r3VGFWQVW1UjwZZReMyqg1rMazSmPODXX6Wrtar3picNv1OaZBRMsVpJYGZQad16WKzHHVMu9mO2WO6Gz3v59YYUqHRkEhRSdalwWYPp2tUGzVVlz61MmJ/nf2qh+Jz3Z9c4PrMyw7FTbams0QSk3Wb46ifuliHblOCXi+nczTrc0QHTGz/yFlqj32mWWOzfo32a5eXGJY3KqslKOpOq5xbeUpfkveZpof8beF1pk+b4ROvWWrrkR5rX3i/O5d+yVs95A8f6vSBi6f6uxPLzGqpcqx3VEWhx0N7R8VRVjFOXL2ozZUNp/zBUyVLOqpdtHCK7PBJ9+4d99PfXOGOjV3WzJti1YzyovGysrKysv98zorK3uBY0efGb3X14naHjxz18pEB08b3mT24zlQnvaf6eXVGdehWZ8jMqEulgjZ9Xhs+L1JSlPN6TxmWE4vsTaeYG54QRxXe6DH3xJeYpNMMp5xjj1Z9JutUadyfZr6hlAa60novpos9b6nnLfGQ1Y5qVW/0zHq18F6llEZ9nk6X+bPS29UZVkwj30yuFUoEaSIIQ6vs8IhzVShMdKmeGd58ZrZdaEiVWz3ptCY5BW8OHlepaFS1/SbZapavpjc6qUVWUSR1XrhdnUFzg5OOaHNMh0lptyoFe8wyosIu0/1m9DOBVEHOp8JvuzbcaHbQqdqY59IlUoFe9XabYl54wrC8L5ReJ0kSI3J64yr70imW2afJgMXhQQUZBTnnhvsdSttd5hULHUOq1rA/9m1Z43aaZVRejxZzgmPOcUBGyUo7EBlJI0HA7tFqS9O9Pjb8Dkl1q6sXT/L9Fw97bHe3rtd9310bj7p3w34Xt40JZ1/ihW17Le+818rpjfrjnMvn1GjV47fPyXluX48XN26wMNcp17/fpPpK+w4dsjR7Qk0Ue+elC62c1vBqhnhZWVlZWdmr5qxI9qIwsP3kgGLCjy7t8rkFu0yND3soXqMYVbqtdJ+/zHxFLKdCyXPxYu36/Gn2276W3KDZgEm63Gutc+222CFvjp7yV8lbnErqPGO5UMnN4XP+Ofqc86PdltqvX40dptlcmumYFi+nc3WnNdZ6xb25T2o2aF26xHFNBlV5xTyHTFZUoULRJbaYpFsqEE0MaXnSSvl0TFHotvBpy+1RpeA3wgcUhVKBeGJ12o9coSRSb8id6eXe5mEEao1KRfLGJCKJ0EwnLEgPy4ldkr4kEWk04Meu9DfRP6vTJ6vkes/7Xny5Z6zQYMD0sEt3UqU+HdKn1izH5cSutk5eyf6kQ40xT6XLfcuNYllt6WmJ0CvmadGnxphV0T6NhjyUrHBUmwec72krXGSL9wY/80/eIJKa4xAC2013b3qRl8xzSrPdZulw2phAZTrqo9m7PBKvlI9HHD/d7+8e3mHn4RPW7ev0pSf2mVyf93fHF9ping/dc9ybLpjrLw7Mtf3wKUdP97vlwiXOW77UaNVka2fWuGp2tXOWr/R7C/pcsv3/ETVO955bb/bosUhVLiMMg1c5ysvKysrKyl4dZ80x7lih4Pgz37HxUK+798XeH/zEc/FiP0kv8/rwSTOCU6bq9kS0RrY46r70Qtdb5z5rdamXOjNfbVTeFF0uCzb7fnqlNr26NOrQbUReRiIjlgoMqzTXUa8NnvH99BrHNBlVaYkDfje625/H7zDHUU9bIRWY7oSjmkVnFrbJSKywywaLLbPfKY2Oa3GO/cZkhFJdmjQ7bafZCE1xSiLUr0ZRpCirzoAM/lv4j96bfFwiQGChwxKBg85U0g5r0aXRuKwh1SbrNMchPVqcVqtTo1qjBlQLJNr1WuaAR61SZVQoVRLJKRlRocGAQdWW2O+gKSIl4yItBpwT7HFfutaoCrcGT9iYLtChxwuW/PKdvS58xu5kkoOmuMwm+0yy2zRE5jmsU4N+tSjKSZWEEqEKRZe3FS2c0aG1dNyD+wredcFUO15+1pP97WbMX2lnT0mYFLXFJ+Wbpjk6HEjiku6TR3xw0k5hcdQV07P+cOAN9h086M8uqbb2iuv90Y+3+PwlsUIS6m9YbLBQMqe15lWJ6bKysrKysrPBWVHZg1wU+vn2E3Y3XWZHPFVv2CQOKzUb8lyyxFfjG30g/qj9463+JX2tXrUOa1NrxGU2WWWnUCwRmO6U26KnXGCbnJIZupyaSORGZNUYNirvzR5zTrDXv6a3eEP01MSGicSQCp+Jb9erxqBqb/CkSmNOaFZU4abgeVklDQZNC3rUKDilQV4RoU1mqzbm6MQ4kgOmItShy7AKGbH3uldGSSAxoNZvZB7wqeT9E4keNUZM1ekvM1+xwBG7TbbXDBlFBTlLg/2GVTknPOyw9oltGEOKQr9YDzbbcRstEClp0+8t4eMuscWfZO/wgeAeyxxQEurW4E0eMclpgcjC4IjLg00KsgJsSWc4qsULlk68rTPjWe5LzrPdbG8PHnZCo6XBIQ2GzHPILZ5RkFdpdKItJeP26HHVhtUo6O884qsbenX0vqR62jLNL33Rh37vEy659CofL/y9f7p9lUvntbou3OC/Xj3Lm1ZP1VhT6cqVC1xy+yccWfybji99n7bavFsvXemqa1/jK08dsOlon7H2lfLTz9VWV1FO9MrKysrK/tM7K5K9jYd6/c73N/tZcJmVTeMmVcYOxG02WKjakJGgVpWiMRl7J8aV3Bw+b3rYbZ9JTquXiJwTHPCh4MeSIOvHpYuts8SAKuMCiyc2yhbl3Rw+7/xgu63BHINBtalBl58naxzVZoEjGgwpyVhtp7dHj9hjmmqjpjlpsk5VQcG4jAol96fniYzrVafZgEhimb0uDLb7nfAegUSzPjmjCAyqcUS7Zy03LjuxfSL1tdINetRY5KBKYz7hWzaZ7cOl3zMk77Jgi3pDKpV8JPyResNGVLo7WWtUzpuDx9UZ0a4XZJWst2CimhY5rd4TyQpXh+v9afFddqXTPG6VRoMGVOsLGpzS4qJwi7pgxCvOVPKudWaI8upgj0u8zMSAl7mOmaYLie+nV6kx7rAOhA5rd6dL/Zfwe1YG+9UYFUgdT5oUVIoxEFRbPbnCVZde6hM3LXH3pN9TKBQcPD0kGu32pW9/1wevXuSZtre4f/MxFx34onnZ0148OupvH96prjLnRztGdQ8VvGHlFHDerCbfeM95ZzpvR3p+9YFcVlZWVlZ2Fsq82g8Aq2Y0WjntXINjJUPbHnRecYOHK2+QG+1Ub8SwGiUZc50wJeg21xEHkxb7TVFjzLCcU6aYnR7XGzbpS6o0hwOuTDZYZ5F3RI94OZlroSNa0x6PJ+caVKlHjZujZ1wU7PRYcbGVdjmuyUktIonrovX+Jn6TKgWJUF5st3Z3JZdq0++ASfIKRgUqjZsU9DqS9hhWbV86ybPpsomj4iMqjDlompySWM5LFsgoajLglvAFV0cbrI/n+1l6kWUOeNFi9emIFv12m25TemYDyLLwgL9Jbmdi9+1RzVJZjzrPUS3yipbapyBjj2lKsrJKUon9JquJzhyPPuEcl4WbPJksMys47afpRcZFKtMxD6ZrvDd8ULd6O83SoM+10XpfLd2o2qgxGVOd8oxztBvQr9IGC0xNT8gaFylo1esLyRvM0CkUq1VwWqP5DunSoqYyb1Zjxss1F1rZVGXdjoOuPTjqr958nj9/9PfcctkSb/rKCxa013jLxXNUn7zemuMZUanTqtouX97S4W/euFxHbYXq/JmxKhfMblaKEx/75hM6+l7yB7/30Vc3sMvKysrKys4CZ0VlD04OjDneN2JHtEASRP6q8FnNSbcDJulJq90YrXdb9jmZtCBMY52afTr6hsUOuC18VkngsnCT3clkA6q9kCzytJX+KPq+dt3OD7b7aXqJjRb63cxPzA1PuDJ8xYF0km8Vr7Ims8e91nrSCqNyPhr90LfjazUY1mhQvxq9E/fkLrLFCc1u8bT3h/dZ4qAaw+5NL9JkwCkNnrXMgBr1BlUbNznod4HNZjoqozgx+uS0T4R3+GZyrduLn/CV5CY70mm2prP8JL3UPlONqjAsb5cpcsbsTqYIxEgVZaQT+2BrjCgKTXfCbtP0qdZswO/4iWb9BtVYZo9vFK8xLme17a6OXnZb8Jw5DksFVtuDwHSd/iG51XQnHNdsRXTIP5Ru1RgMGZUXy3nOItcG611rnTEV6gxJJ3bj3h4+4UVLNRhybbTRnOC4T2W+pTod8juZ+2SUDIwUPHdk1J/d8ZBtr6z3vT9+u/PnTxOEkSVLl7l/97BrF7fbtPeIB5563un2te4+WmP5ygs9PTzNPZcetbDzIWn/UR/90eZfxlEmCp27YJZLXvuuVyWOy8rKysrKzjZnRWUPfrrpuMm1oQX7v2PWOZf68UupMTn9qg2o8qP4Ilelm/Sqd36w0550qh/EV4iDjN6kSrMBzyeLbbRAhXEp/sgdvhS/3nHNCNQblBMbTitUGvOD5DIt+i23Xyhwga2OaLPBIhvjeQZUe52nPBasMS89YkwOJTtMV2NYKcy4O7nEcc1iGW1OOzGxBg3qDOpVZ1zOnPSYo9p1qwM5JYsd8snkfcZFzqxZGzcgUJCRNT6xtCycODIu2GK+jNgVNnrM6ok9sAWwK52C0AFTXRJs8UK6UCLSHvZ5W/CEO+LLDas1MzhgezrTOdFBe5LJ7k9XeX34rLnpEV3qTdNpXEaL06brssgRP4kvFEjMdEp9MOyFdIExNdani7TqkVWUUXBSkxp9/im5WSjWpcmT8TJNBm2Pp9tktk2lBW4JntUZNGsY7zNn0Tk++UxB/WP36pgyU2n7/WZkarzjda+TiUIfmnmU3Q/68AOtDnQNuWBuq1O71hnY8oC6y35XY2OTf3zrbL3D4z5+1xb//I5Vbr9gxqsRwmVlZWVlZWels6ay99uXzzGrrd53d7J42+dtjqf7UPMG02oj12R3mB50+25ylY0WOp3WGJM3Kq8x7fdd1xpWaYs5KqNIKjUqrxSELgy3W+KQFfYYUmOTOT4Zv1eVgveGDxlQ67xgh9XpVk85xyEdVtrjR64UCzzoQofSFg1GrA52G1RpTM6IanOc8D73aDDoai8YVqVGQYBk4n5eilmOmhz2iqVMNGCMqLTJbCMTmzNyxgyqstR+cx1XlBOJTQ663R4+piQjkLjESzZYLJRIJ7p2KxX0qvPJ6FuKIs+nSwyrUpDz02StL8av1WLAXh02pzO1BT0OJe1eimebpNdFwXZTg24Dqh3UIZbRqcULFnvWMgUVKpXcn55vdnBMVuoCm51SZ6s5EqETOlwVbpTIqjVmhT3qDNlnik7NHknPNaLKuXZ5JDjPzsqVSlHe1Sf/1e9fMcutSxtsPjYgWnST09nJ3vsvj/qNLz/og/d3GjmwTtC73/G+MRsP9XjfW25V9/ZvMu08Bk9weJ3G6px/fseqVy+Ay8rKysrKzlJnTbIHg4XE4LzXeXh8qf2m2F1/iWXDzxkvFvSmtSKpubkex7SLJxoBaozq0KNSwZU2aI5PKqiQU/K59G3uTi52cbjVTtOkUkscUKlgPI2MJoHPR1+0L5jmzvRKPep0OO2wJkU53erNCE4aVG2nSa6L1huT16tOo35PJkt9x7VaDHjBMiOyjmmR8svxLkT2me6BZI3pEw0NxK4J1pvvqDlOmOOYvKJh1Y5od1IjUpGSnek0DUmvGqOqjXnMeQZUS9Ciz4i8bg3GZZxKGi10yJisSmNCRdvNNC4vMi6RMahGX1rr5XSOzeY7otXL6TyH0jafzNzhWNqk0qi/zXzFFF3+JvMvvpj9R3WGzXdUIjLfEa/NbLA62O36YJ0FDnuP+w2r0KVZrQGLwwNuDF5UFCkFgXdkHjUr6DQ3Oua38o9KimPetDBv7gd/YnH3Q76xsVuYyZrWVGmomKrIBN5zxXKvvXiNhxb+uc+852b/5boFrp+d52d/+N+DJswQZf9X4VRWVlZWVlbmLEv21s5t8ZnXLdFYlbMq2q/h6ON2JtPFIonUB9wtOz4gb9ybPK5djwdcqFODSGx5eEhW4p0eMCZnumOqjUiS1Eydsko2WmBIhQ6n3ekqfxu/yb6k3dZkulDJXjP8bfbfLHLAGzyuN61Cqluzz5bebllwQCh1WqNXzLffFPMddrOnNBmUN2qOY+oNg7wxJSFCW81WZQiRinTM85bpU22faSKBhQ4KlPRPHPXWKhiT8U03GlblveH9bgyedaY6mFFnSCg112FZibvTi+0yXa0RiYwmQ1r1SaX2ma7SiI9nvutqG8Vh3qLwqHFZ/5Zca5Jed8drrbHLsEpNwYCLo+32plN8pXi9PtVOaDYjOOWW6Fnr43ku87Ln06W2m+VrXuPRZDUCh0xxMm23I50ur6A/rXIkblGRFnw3vtLnRm/SN576wksFn753m1sfb/Lmebz7ohlaa/OWL1xgSWvOn3/nAWNh3iMnKm091u/da2dR1UTtJH9770vgp0er7IrmvQrRWlZWVlZW9h/DWZXswRPPPe/OeK1LZ1TYGM92OmgiCCxy2Be80dujR6y3wHrzfSzzI9dYp9aIU5q9nMxRb0CvWq165X8x1sSNmvSbptOY3JmWieDM8OVBla6LNjmiTSgQiv1x8T161XrYReY65s3B486xR6cGz6RLJ+7YpSoNu9YmB0yyx3RVCgqq7DN1YgRKMtGgMeam4Dnn2ebyYKtAyUPOEygZlTdZpyk69arUp56J49kmvQbUaNcrY9zXkxvsSme4xjpv8IRxFS4JNrsw3KlCwUp7zHHc30X/rEGfETlZiXrDSkLTndaYDnnQ+fqTvCNJo0CqQkkqdU641z3WqjbmruJF9ieT/CxeY6NFutSrMqYl6PfN+GqvDZ/zVHquEVlnxrGcmc091QmteryQLvCCJbo1WeyQI2mLE+plxC6Ptnhf/ctuWzPXI9tPeu/VK5xsONe2Y4O+9dwhx/vHHBuv9Ke3rHDLOVN86fZzXbTnb+k7om9k3Pu3L3Xpgg57OwdNbajUXpd/1eK1rKysrKzsbHfWbNCAE/2jBrY8LH7ui55Mlps+9Ir50Qlfc4uniotJxn08+q6Px++TUXKenQ5rV5Kxz2QznJQKLbNXnzqNwZB16Xx96sQCtcY06Vdv2J9kv+3Lxdfaa5pzgn02pvOFYgOqvd7jHnW+Uxq83lNeMddu0y1xwCHtetSLJgY4v9d9HrfKIR1a9RmX0atGgGojaow5rslMnY5rcnGwTSYdd1S7Q9qNyKpUNC6jNLF1o0WfpQ4YVGm9JSIlsaxJuvSqMSanQtFiB0wPutydXupmT3rUKiVZJaEqBVN1yYh1aZRT1KLX/OCEn6YXCTKVroqfUUoDGSVPO8cK+/WostNMXwi/6I+T9+pVJ5i4bZiTeHvwkEyYyKWxzcl0T1klMi6UajRiWKWiwPjEXURihJbZZ0C1UMlR7TKYVFly85zQ5AXne2jbSR+5ao76ioyHdp72vktmg72dg7qHxp3fEZyp6v0P7tt83JzWGosm1f1qA7WsrKysrOw/kLMq2fv4XZst6qixdPgF73yq3qXpeoOlyHOWucQWw/I2WqjGoFEVAoGskoKc24InbUjnW+CQTJAaUeHJ9Mzg4mk6ndTkXLvcHK1zd3yxNwaP+YlL1KUjnrXckLw3ekxNUHBPutaQKm/2qB+73JicSFEg1arfMe0a9ejV6Pf9wL0uRqJHkyojjmtVZ0i/OlWGzuyb1aMgMqbCJD06NYrETqt3psCagJxxVYoCFGSUhC61VZca54V7PJMstsMsuYnZeUVnqlofD7/jy8nNE+vJUvWGjcqJZSxw2NXRRnfGl2rT5+rgJV91i0GV8umI6U7pceZO5IAqwypNddIlwRb70sl2mmFMTglXeMnLFuvQa5vpE3P3Kq2yQyBwUbTd38dvEKHSqAbD2vQanGgYWR3uNpTmHMgv9vrF9V7Zc8CCNddoqclLjr3s5ubDTi/5DfPbax3qHvaJu7d4y+ppXrNiis1H+yyf2vBqhGZZWVlZWdl/WGfVMe5/vX6Rc9qzXnjxBYuL2+0vddhviib93p17TGs4oEWv8+zyOk/JKSqhJHRFuNFRLTZYbHc6zbZ0htV2q1CUUXS1jTJSfx/fqi047TPpuwR43EqUNBjyrBV+nq5Wacyj2Y/6ndx9cooqFBRlhULTdMkbFwrlFP2j25xSr0OvnFGFia0Y6URP7peiL4iFljmgR5MWvU5o1qvOaY3++ysI5ZSUZDTqFykpypjllKcts8MsB5Iz1cBGA5bYO5HoJVba5dFkhRIIhFLjIqvs0ahPpwZfjW9yTLstZns2Xei/RN81JT1mRF6TAS0GvDV8VJtuKXo1mJceM6zKiJw3hk+pVPKICw2psNckq4M9RlWoMahdr1DieNxgjR0TswBDA6qc0mCx/YblHEpavJAudWisWu2OH5g5qd2Ggz3Wzm6QTcZ8bu908x//bR77C+mO+926cqqn93YbLyUe3HryvwdLqcBo368sNsvKysrKyv6jOquSvfqqrOVzpnnv739WHESa9KgNxy0LD/rr4m1GkqyZTnjWcjvMMjs46XfC+4T4fPymibVgdX4rutfacLuqoCCr5JJwu0AslJjrqE3pAueFu21JZ7recwryIrEOPQZUudoGX4+vc934X7o5fE6tEURyCjaZJ0W/ahVK6g0ZUuNZy53SisA0nWY77gov+05yjelOecJKOUUHTVVv0FRdcgpqDQnEE92yZyqVrwnXOa1BpYIDOhREbghf1B/UGpfXrn/ibt+ZUS4FObGcWNaZoS+JOY45olVBhZJQkwFLggPeFj5io4U6g2YlOT/Kfca4nJ2mezFdZIX9qozIKNkbTDE6ke7ekVytKDPRX5wqytqUztGqz4hqY3Lmhcfd52IznDLTSSNyRmT1qNevVrcm28wyIi8V2rPiY35n+iFfe9NcI4c3yR9f5y/f/3pe+3ku+0Pf3Bl6YX+3UpzKZUJ/eP3C/x4sRzew5Ue/+iAtKysrKyv7D+asGar8P8o//mkVFfPsG23VkA46N9zj7qRVSzhoWbBZYzzqFTP0pzU+HOz3Ed/1ZW/QptuHo3t8Nb7BdjMscFibHtXGvDt7v+60XjHN+nD8QSNJdmIWXaUaY2Y5YYs5pujyW9mf+UFypRGVwjRWkjFNpyOaBELXedYGi43KGVaJRFbiTR71HdfrUSOrUSIjnxaNqlBtxIAapHrVqzQmkKo2osmQYRVqjBhQ5QfJ5XLGZRQnxjhXeS5ZqlUPEzfo/mv0XV+IX29UznazVSgYk5sYxhzo0qhHnXPstt4io/IqglSQlLQasK3iXKdLTQ4k7baZJafo+XSRWEZO0aCMrrTOkuCAw2mbWiPG5FFSEAgk8sb9YfRDfxa/3dOWyyUldfrd6XJznJDISIQSsRcsMcsxNUb1q3VYm59uOu7B4jSTt272p6+Z77z5U8Hnn+8xuWHE7Tdfp1BKLJlc/z8Hycy1Z36VlZWVlZWV/f91VlX2YP+Jbkc33Kc4PqZTk1Xhfg9V3KgoY3MyU3da62Hn6taoIOfHyeUes0ajAZ2a/bf4NjnjzrFPKnJdsN7xpMl3Stf4dOmdvhZfq0bBblO16rUm2CHAAR069Lg+WG9vOsmeZIrrgvVeSuf77fCnvzyWJPaY8/SqN6zGe/wMoaLQmKxVdkqF6o2Y6YQl9nt3+IBGg37RZVuQ9ZbwManASe2OaDMudNBkLQZUGZXI6FFvSI0aA3pVO65FSeSAyf4sfqdTmhwxyXWeFyhp0+2/RD9So6BXrVRqq9n+IPOjM5s4ksShYJrzw51eGmySprH744sURXKKUqErvSgQu9Qmj1ljTzpZKnKuXRKBtbZZbr+MRJ0RT6TLXResR2Bc1qgKU3Tbb7IOp0RSDfqttMdBk20xS6Gi3Uydfm/mcTMrx1w0u95AKetJK7nrt9y8vN1woWRGc/X/OtErKysrKysr+3/trEv2/uDunb6w6DsW5LpUGfZovMTQyIjfju4xqMbDyRpXeUmCCuO2mqHWsFhehTHVRhzSbr/JutX7cXqpZy1xKO2wy0zrLPWx6IcqjRtU7WvpTWY7ole9c4K9XkwX+mHpUrvTDnGaWOyAXnWqjKlSUGVchaK3+Lkaow4GU0ViFUqesdwHMvd5W/SYVoNu8oKXzfdIcq7T6mSNySgpyrovuUiVYbWGBWKT9QqlVoZ7RQLvcb9gomljQIPSxOq4jHFzHHNcszpDmvWoNWRcXp9ajyXnaNQnr2SO45oMGomzKhRlxU6nNU4mjUZlVSgYSSN542Kpv47+xZpon2lOe9YSqcQhU2QUDKq22CEzwtMGVWvRo8K4fekkW9JZXhs+Z/JE9+/t4c/9aeYbKsXqDZqmx8pgj2Z9cmKnxhIHtfrhsUbLZ7T64IEPuqjikFuvuczoZZ/ys62dZrfWyEZnXXiWlZWVlZX9h3PW/W/6F69f5p6tXW5uPuZfcp83rEp1OuTH8WUCsVhogwUyYlXG1Bux1WzEvp79bwoqJLJe41mkFjlkbnDCW6LHzXNUnX73JBf5WP5OS+3TYND84Kh2Pc4Pd9hgkRctNU2P55wjGyTSJNFoSFEoERpQ6Tuu1aTPG6OnrbbDfwl/YECN3yv9ru3xTJGib7nGuIzTatwUrpeVKMl4e/hzy4L9BtSb7aibwxcMBRUmO+W+5AK1Rn3VazUadEPwggb9Ko3KG9di0G3R0xoMOGSSk1rd5xJ1hs1y0oG0w4gKJeSC2IgKd6WXaDDoqHbHNcuHRZ/Nfl0YRHaZZo2dbgjXuze5wL/GN+jUiEBeUVZJkyGLHVCtoCupM6BWvSHvDh9UnY7rUm9LMluHXkOq3Zde6HOlNzmoXb1BIyodTDt0qxWK5RXURYnh8cSSxcuUpl7g7zex/fiAqH6y9vq8ylz0qsZhWVlZWVnZr4uzLtmb11ZrTq5ff36yHydX+Er+896eecwO07Xqc1q9VXZq12OF/UZUGJURSfxz8XpXW++t0WM2WCQr1qZPVuwTPqhVj3dETwoldpamOmySnKL2oM/fZb7kr+LbTXdMiq1mWW2r76dX+oYbvGKuotzEHbtBOSXvyTzs06Xb9Wj0+eRWo6qUZI2j0bCskqzYsFo/Ti6y2g5L7PNsssQ96VrJxMq39qDPqbRZp0b5iQHHkcSgCi+l87Xo0+q0cXm/FdxtitMTK9Miy+2XClQY8wfZHyrI6tWowaimdNAFtjqhxQlNzoyHqXN+us0LpYXG08DbPGqdRbam8+xNp+rWKFKUiHToMctxx7X4htdab6HKoGBApV2m+3Lyevt1qA+GtQb9XjbXhcE2J9NGk3RLhU5otcdkz1uMcOIGX2RpY2rG5HZXLu5Qd+s/WDBzqt2nBuVGu9y2apo1M//9TL0jPSN+uOGIUpy8ClFZVlZWVlb2H9dZl+yFYeC+m0ruOlLtsdJyf1n5MfeXztem104zfCT4kVuyL5rvmFDipKaJFOLMOrIoSCwODqlWMM9Rr5ilKh3WGZ+Zb/fD+DKPpyt9O75GpKRHrR8ml9uRznCddSqVdGm0yi7xRItEKLbAEYFUnzo96jXq96PSZUKJPaYaVO2G4HmTnbTLTM9YolZBhXEEqhRtMdcOs7ToAZFYUc534svVGpSiR60dpklwQbDbb4X36NTspDapwKZ0vn9KblGjqEOXeQ6JJE5q8VfFNxtUY7E9IrHnLPGklSoVRFIFFSKJZ9NlCmFeQc7LZssrOd92N4QvqlSQiLToc4VNTmpSIXaFDUoiO9LpVtiDjLxR3Rott9/JtF6FcevSRWY76rRG9YblFVQqGFapxrDZTohl7B3JW147aNuxfoqjghe/oqZwiuf/8X8ZF43VOW21eX9055ZfVSiWlZWVlZX9Wjirhir/j/7wx6/Y8NJ608PT3hve74H4fD+J11gTHjDVSY1pn6+kr3OFjTLBmY7Zeelh06Juj8QrDau23nyJyO3Bw/rTGrXBiBfTRYpSY6r9Q+ZL/qj0PpUK6gwaVG+XaVIl7wl/rpCEnrZStzrtevSqcW6wz1PpcsvstdlcnBl2Um3MJKd1abTaLk9ZoV6/OqOGVTqlRb0BBVmFidEjdYZcGGz3QHqBX6wcqzdoUI28MQV5N1jnARdO3N5LEJnnsEPajMsLJTITFcyjWpxrryPaXGqTl81zVNvEuJSiWCQU6NDthGZFkVuCZyVpqijnMeecaXrJftpbi3+s3qghFR7Pfsy9yfm+Hl9vULVBFeY5akiNcZEh1aY75bA2Y/JuDJ7zUjpfkz6NwZjTaa1JejxhhQpF87L91nSwuvMu1/zRdwT5On//0+f93s0X6hsZ11ZX8WqFXVlZWVlZ2a+ds66y9ws3DP7EjJnzHI0b7Qxmezxeaooem5NpfpxcanFwxDvDBzxthb1phxfSxb7teg8maxzX6rhaFwTbVRm1OZ1tfnhMTVhwbfiij2d+pNqoE2mDesMSkfWW2q/dHMfMd9zdyVq7TJMJYo0GTNZlTIXDaYtVdthmpkqjag2BWGi36dYEuwyrNNtxPRoF6FEnwa3B04oClUZ8KLrLZV72cLpaoITAPEe9M/q5y7yk2ZBEpDIc967wAZN0atOn0pgDJklEaoyqNCYRmKwbFIUKsq7KbNKl0fnBdlN0GZdXlFMUmJHtlxfLKerUZEbUrStoEklVK3hL8VMqjJvmlJXBXu8sfdzueIrlwQFFGamMLk0aDAolxuTtNlUoUWPYw+l5SiLHtDud1thlBsGZTuSSjLbiMdd13+HT2Q/JVjXIRKE/eMNax/tG/fnPdhgulP59MCTlo9uysrKysrL/U2dlZW+8lNi97SWPvrLXqv3/5PHgQj8YXalJv+NapahScHv4qO8nVxiRF8u4wgbHtFsYHPZger5qI0oyBlWa7rhq48ZU6FXtA+FPPJussDg84kfJJbo0yRk3y0n9qp2aSNRa9RpVYZWdXjbPmLyCrIySSCqnpN6wI5qdGVsYy0qkShPT985U8GY6arPFflHBa9WjW6OMkhX2uC162pGk2XPpCod0GJYzJq9VNwJdmmWVFIVCqWTic03W47gWJjZ2zHDizPy+oGgsDbUHg24Nn/T38a3WRAeti2c7J3fC68On9BWzvhTfoiDrahs87hzviR7ylfhGp7R4j/scDtqV0kguSF0SveJPS+82w1EHzVBvUL9qlUbVGzXPYestUmsYoUb9RlW5OXzWQ8lqe03ziw0fkzKDnv3s2/7dez/WN2r9gW6XL2jTUJX77x/4zht507fIVv4Koq+srKysrOzXy1lX2TvWN+pbzx/09P13eEPwpJnhKTXpoNlht5LITCdcbaM1dvphcqlrgg2usl6FMY9bZZepjqVN3hU9qNHARGpWksW54V4nNcorKqUVXhc9a3Myyx9E3/daT4okBlS5yGaR1EwnBLjYK56b2J87LuvW8BmkikJtukViFwXbLLdXkwExSird5Hm1RkzTZYt5E19haopOVQpa9BuXt94ix9IWL1sgo6RbnTGVAol+tSoUtetRaQyBRPDL71c8MeD4zO9Swyr1qHcobdOn1sZ0vp/Fq3VqNJ6mrgg2Oc82pVydE9mpWvQJpbqDhjNTBFOu8pJ6wzo16kh7HDDFc+liXy1dLxVJZZEakXWVjZbah8TksNdCB/Wq16XBbjP0qvV4snKiQeRMopsIvSP/DJ27/vuLP7Let57db+3c1n+f6MHtPyonemVlZWVlZf+Hzrpkr7Eq6/xZTW770F/ZsOBj6ueudbyQ151UiEUO6/CklS4JtsgoWR4etM90fxJ+02SnNRqUE1scHDY/OKpZnxQnNPphcoXpTqk37M70UpuTOdrDXn8Wv8ej1sgrWBHuNzPq9laP6FMlFnrQhaY5ZoGjFjhoIM1LRd4X3G+xQ84J99qdTrXZHL3qRBPJ1/0uNKRKlwahQN4YztS2TmpwWq0z9/ACu5Kp6tIR639Z/SOUeq3nDKrWq1oiUGtIVixvFKFYJBXITgxF7lcjkEoEmvSL8YTVKox6JDnX8+kys1trrCvM8L2xC3SrckKTp9NlCrKOp60OBFOtDbd4wrk2mysRWuCgSiXVBg2oNtsxk3XrU2ODpU5q9oPkcpssEAtljftAcO+ZgcrBHu8Lf2a2424Nn9QUjpo8Z7kL//WQfZ2D4IM/2ef3L5mstTb/7+Jh96nBX1HklZWVlZWV/Xo665K9qlzGjzce8+Hvb/L04w/43skOC6uGTAtOO61RWzCoXr9vp9fp1OIL8S0WOqAraJYRq1SwxSz7k3YLgsPGVIpl/EX0NZOcdkSbdOJe27fS6xxNWk13Up0RK+yxIVng8Xi57cEsRTk1xjTrs89MR7VpCwZtTWdbHeyyLl1ivcU2JAu06VOhIEVxYgtdIkKsU4MaA+oMqTDuknCzO7KfE/wyAUy9Yr7HrfTbwV0Tw1tIhIaDKn2qjcupUDKi0hIH5SZaNnrUyE100J75M2eSvKzYXtOVhHLGVRpXaUxG0aYuvl+4UCrwW9ED6o24zCYk7kiv9Xy62EiS8dboMdN0muakbeY4rVaFcb3qXBRsszg4rFu9P4q+N7E/mCojCGQQBbF3hQ/bkM73XLJEjzovJgsNJaE7D+UtasnqGy0SF/3l+29VWdf4P8XD9188YrxUvrNXVlZWVlb2f+qsS/bg07cscf6sJkvbKz1hlVemvt0fZ7/jUq9Ylu5RUKknbLLIQXlFsdADyfmqFJxWryjrZ8kaX05ucUS7WOhb8dVKMqbrdGOwznm2mu2IHrWOazImry0Y9LbwEU36DKRV/i7zz7o06NJojS1e52nPp0smtlaMmBsc0+E0UlXGdOjSoUeVEVXGLLZfKkKoX70uzTr0ejBZ5VPFd4mFMlKE+lTJip0I2sQTiVsq9GB6HkI5RSPySGwy26gcYomsrMQnw2+BJgMOmySQ+sXO3pLIf8n8RJt+Iyo8XVrk95rXmxz1uze5yCzHtIX96oxpmGgC+Vj2Ll+Nb3JavZuiF812zKgKRG4OnvHD9EqFNKNLrYNpu1lOusGL8lIXe8U8h72SzvV8stRJ9abq1K/amz1mjuOiltnq6xu9uGkL/3KZ2tFj/8tY+JPXLpbLnJVhWlZWVlZW9h/CWdmg0T1U8MXH9xocK1m/ZSfjg+ble9WNd1qfLpQIrQl3KSSRJ52jwriCrDY9jmpSVKHOiFRgjqNG5RzVYUTOEgedE+xxUrPd6XR1wbhsOqxVv0HVaowgsc9UFYp61CjIu8oGuSB2IO1wwKQz1bBok3vj81UrOqDDKrttM9OICmvs0KfabjNECiKBuY5aHByxK52iIOuoNuOyAokpOnVq9lE/dCTq8FI8xy5TlIQSOTUGFeUV/OKYMxVK1Rp0UbDDaJrxhNVI1BnWos8Mp+0xVQk9Go3LWGOHGWG3e12iOel2SbBZJoiNJNkzf18w6qfphQLkFPWpURJp0+vW6Fm7k8keS1f5k+hb/ix+u0l6zQxOOJy2uTDc6bFkhSrjjmkRIyc2Jutym2w2z59G3/CX8e0+vDLjxnmVdjdd4WT/mNeumPw/xcG+riFbjvZ73copv7LYKysrKysr+3VzVpZMojCwv2tYe13eqfGcVn2mNlVZGBz0uvBp1wfrPJSs1qlBVslKe4RS1cbMcUqNMeOyEhzT6t3hQ4KJJofdpvpBeqX96RQpmtNTdpvmFXPtNcVL5nvSuXrU4UyPa6jkqFab0jmuDdarM2Svye6Ir5aI9Kn2++GdtpgtVJIKVRhzyCTEYnklGeOyHk1X6lRvtxkTa80ysorGVBqT849e7+F4tQTjKmUnvifjKs1zRL0BWYWJ3tvA68NnHErbDctq1yMrMccJB011Wq1xoVNa/OIe4E7TxSm3+5kKYzrTOj+LrvCYc+0zxWiaMaTKLZ5xUrNxWVUKFgTHfDW+WnvQq0m/z8Vv1KxfjyqVacF10QZ7kkkKMnrU+kbmr8RyqoxY6pDnLZVI3JVcqrG6wo2vfaMttZcZLyVnprKgc2BMmqbe+431BseKWqrzFnTU/ipDr6ysrKys7NfOWVnZAyde8ePjjb507ws+GX/Zx4q/bWrQqTuttTg85kDa7jfC+81Kj1ofLPHV+DqLHJURuzjY7P70zLHuBgtVGTuzOzbsdCRpEYpNdlo+SD2TLhbLWG2n7WYYlzPXUXMds99keWP2mmaeIw6ZpFsNInnjZjrmhBY5idkO2WShWChFILDEfjvMllMwrAqJC2x1WIeTmuUUFeTc4DkHTVbCCc1WOGi7mfpUa9KvR4MKBSPObAE5oVmk5GPhj61LFnrSyomu4U22mO2zmW/4/dLviIyL5WUUTddplT02muvicJsD6SRdaa0+9U5pEkrkFYRi11nvYatdarNXzFGUlVe03xQ5BVmxKgW9Ew0m1cZNdtoOMxHIGdVkyHvDB/x18haznbDbdKSaDGoOR9wx5xG7LvmiqlxkelOVl4/0uuOFw/7mtuUm1Zc7b8vKysrKyv5vOXuTvQc/7qtV73Pp0M+885lG05KTLsjsdLX1/jK+XS4ds9sM051QknWunXJRaon9HktX6U8qnApadaW1ujVYZZcrw5dtS2Z4xGrw0eD7KsPYN+LrDKkwolKKekO6NKgwZpouQ6oc0iErNj7R/Vpr2JgKWeNW2G+naRqNqDZsqzkqjbkteNyd6RWGVKkxbEROTtFcJ10WbvYvyU0yYh36DKg0qFJJ1kwnLAiOeCg9T6gklkOqzrAao45rEUh/eS8vESLUpsf04JSKoOiZZJkzfb9nPr4sOiar5P3RXfriKvfFF9pkrhuCF21M5zmqRSqSVTCqCkx1So86wypEUhXGlYTa9ejWoFWf24Ofuye9UJcmp9VL+eWdQ2jQb15w0q50imGVYpFbMy/a23ixP7pltep8RiYKHDx63PIDXzPtzZ/7FQdaWVlZWVnZr7ezN9mDJNb9zdtdsutNIrFEIiP14cxP/LfSbVonRotMd8xxHaqNCjA3PGZTMt+AnNdaZ3Fw0GfSdxmT+2UFLxWYoltBYIZuC+33U5eDIXmJUEFelVF/En5LlwankzqPOdcsJzxvsTF50cS6sqySBQ7bbK5Ko0oyoomNEr0aJAIVxvSrceb0/Ez9D/JGhRhVqd1ptcZ0adCv2iXhK55PlkhEMgoCkYKc72U+6/7kPN9NrhZIJAJZsY9Ed/nn+CbDqpQmkkCY5ZhutSbr893cZz0cXGh6ctz/E7/H6zxun2nuT84zVacFjnjKYoMa1BlSZ8QxrS63wePO06zbkBqtei0NDsmkRfe5UCQVg0hGSUlWi17NBs9sI1FUZ9iMliaTWup9+d0X//v3XRgkXz62LSsrKysr+7/prLyz9wvP7u/V/J7v+8QN8zQaMKZCLPVEaZlLM7vcFj6lU71NFskr2WaWI9q8K/i50+rkldztYl9OXy8j1mTABgsMqjFdl09kvuON0bO2meE7rkfqp7lPqjVmvsNKMhoN+V5ylQ3pQnuCaSKJWsPe6QELHJFRVBCa6aQ9pssbV2Vchx4Daoyo9HYPadHvF00Vq+yQEQuNWeyA6bqcY586Qzo1m+aUGM0GLHNQiz65iUVlJaGlDvjT0jvcnVwgEaoxNlFtHPF0vNQH3G2KTk0GBIqySpqCYRWKTmiyN5miP9NsnynmJAfMDk94JZ2pzrADJqkNxvxirPGAahfa5vXB07aaK6Nkpb2W2GtAlThlv3aRxFvCx9UYlTeuXTdif5/9J2+NHhUpekv4hJxER66gPe3+5Xt+87887+8f3uWpQ2O/+iArKysrKyv7NXdWJ3ufvnebwbGi4Zd/bGWwV4tuiUgg8c70Hk8nS9QbUW9EhXGExuV8LP5tdUZkJCKp68L14KJgmwoF9QbsMNWHSh/27fgaXZrUGzJVl83xLCPyXrFApRGHdAiknkxXaA36lYR+6mI/cpUUBRVSOUPyKhTkFC102Eczd5qqy1L7bDdLQc48RyUypum02k4ZkSXRQZ2aPG+JUXkE+oJ62YlRK19JblSUdX34oiojEqEqwy6Otntr8IS1wVb9qp2pEqY+mv2xx6zSo06POhVK3uhRu9KpzrfTvFyfvwre4+HMle52uVeCpX6/9CEr0n1uDNa53nr3pBe5ykZ1Brw/uNd+k21IF2g0qEmfNIhcHb4iJ7bJAheEu0x30veTy42p9AaPuyp8WV7RHxR/07fia5xvpy3JLEsyx7zUl/fM0aLtx/vBD37rQttPDLpkXsurFGllZWVlZWW/vs7uY9wJ2/cf8tavPK8iG3lHep+vl67VaMjlNnjWCm+MnvS1+DpDqkzW6WKbndRip+luDx+zyVzPJMt0aXCV9Z62wreyf21zcYYvuFWlMc3BiP60yoXBNoOqvJLOljcmRI8G1Ub8NPyEtySfctgksVCrXpOCLtVi69KFE0epJQ0GDKs2LlJrWCRVEmg1ZJ9JQolUJBbJGFOSU23UVF1mBydcGO10Imn01YlEL6M0cUPvFztxi9oMujZ4wQ5z7Ek7FGXlJN4ZPeyn8UWOahNINBtQoSQNc270tIeSNfqjJr1xhUvCV7wpfNw/l17rlEbzHdarXqhkQK2MkqlOW2+hyTpVGZeIHNZqTCgj0WhILPK70b2+EV+NwBvCp8Uyfphc7vJwk03JXL1qjIn0anLVgjZhFLh8QZvbz5/xy/f82M5TVk5r1Fid+9+Fwv99pQLjw1Q1/eo+Z1lZWVlZ2a/QWZ/sdQ6O+dRPXvHQ9i4ZiVW2GwyqVaWjRlWoMuaCcJtHk3ONqnBEmyYDRlR4TbhOfdrvoswujxWX+7HLtOtzUqNWveoN65oYdlxlREnWO4MHbTbXc+liDYbNcWSizSGQV/SKebLGdTgtFAilTmjSq1Yo0aZHrzpjKtQYNKxKJFGSUWfExbbo0OUulxlUqdGw0+oQusgWI0HOvnSaqU46ok1RXoLixD24RGaiIQNSS4KDutLGidVrv9ibG5jihKGJhK1Pg3eED1id2a+/lPXl5PUSoYvD7Q4lLV4TPueu5BLjsj4Y3e3ueK03Bk/64/R9+tSqM2Rq0O1o2mhUtemOG1LtjeETLo22+kzxbfaYbFiFRF6kqEm/3wrv94XkVjcGL+hNqzzkQquzh7XNXOymNQusndsiE4X++K4tPnnTIq8c7bdqRqOmX2Wyd+h5Tm3lvN/81X3OsrKysrKyX6GzPtk72T/qT+54xMNHqDNqWM750T6z0yOeSJaZ7ajnLVOpYEC1Nj3OCfbbb7KDaZs/DH/gK8mNhtQYk9Oix4hKLfoUVKg1qMGIG6IXfSF+g3Zd9pkuFqkwJsCYrFSgWtGnwq/7fnq1ycFpb/GgQ8F0n43fLlI0MtHFmhX/cmXa+93tB64223GHtZrqNGIHTDOg0rXWe9JKBTkr7RFJ3BCt87n4jRY5bK/JE5srAhWG5SQT+3djJXnL7DQt6NGZ1tlgsSqjRlSqMapZny5NAqll4RGdQbPBJK8hGJZPhlwVveKe+EKRxDuCB92RXuc3w3t9M7lBn0oVxl3pJd9yo0tsst58bw2esMVsTWmfe10sI1ZvWEHeueFOTyXnCCVCqRmOa9PvtDp7TBdIZcPAiunN3rJmumwmdLh72NvOm66pJv+/jYGysrKysrKy/3Nn9Z096Kiv9KV3XeS2zHMm5Ua9P7rfS/EMdyYXuSba4IPZexVFBtTIGddgxM50it60Sq0x50e7ZKU6dGswJJYxJudcu1UYM88xe0w1Jehyjr0ajag3bLYjijJqDMtKtBrw237os8k7HUlblGTcm1zix/GlpjphnmOyin5RXctM7Lf9ocuNydttim6NXjHXFvMNyZuh0w4ztepzuY1yCraZ7v74PGMqdGpyWbjV+baLlHw4vFcsI1JUkkHJdvNUpOMTyWVgRKU6Q8ZETmhVqWBY3tFgkg9n7jGSZgxlW42ostYrfje620Htvple57gWJ9NG+0wyqkpBTi5MzHPYJvMMq3JnepEt6SynNFtqj3rDutWrNWQ4yaGkVZ9PRHeoM6rRoL/L/YtKo2oNy6dF//z2VS6Z1+LGpR1mNleLz+ofN8rKysrKyv5jO+sre7D+YI/vPLvX0e3P2xW3yovVGXZYhwpjhlS7MXjBUgfcmV5qWM5VwcueTpdJZCyzxzNWenf0oO/HV4jEirKGVLrCRustdl640/XBi/41vtEu0yy3zx7TlETW2qRPvZfNt9BBH4judUd8jVZ97neB7MTSs1SqQ4/l9hoKqvw8XaNFv09E3/Cj+AovWGyxg7aaI5S6JNji5uhZPy+t8KCLTXbKcW0T8/NiK+01EFSrSUfBXlONqDDffqNqHNUqnji2DaUiJUvt87JFQkWBQCxSo2Bu9rSmUpf16UK3R4/5ZnytFj3mBCe9IXrSvTVvku0/5F3RQ+4qXeSIJquig/4tvsl0x1Uo2mKOZgMisQoF05zSEgy4K73MdMfFso5pnXhrqVCiUkFJVk58JiEM67x3daM5cxdrrMracXLQey+e9WqFVllZWVlZ2a+9zKv9AP9vrJnZ5JM/GXUwmeHCaIeX45mG5ZWEFjpsSKVCmnEiaFISGlLj5+lq3erVGNQQjPhU9A3PlRbpVme24+YFe61Ot9lokVF5XUmNz3qbgaDBp6NveKC0eqJ6FjupxbAqV9hoTnDcp+Lf0GTAy+b/siM3UVSUc1ibfaaQxvJGnG+7UpDRHAxJ08hekxCYpNNxje4oXWWzOXLGNBtQH4w4kTbpV6M96Fet4GXzZMRG5UzR6aQ2FwdbHUo7kEzMtAsReMUCgUS7Xp1avMkjxjJ1WoMR06e32XQo8ZN4rak6DUSN3hZ8x8/jc7UM7fb99GJV8aj1FskreChulUjNddRmc1Ub1a9CIiOU6lWjlEaqjTipZeLou6DWsCpFrfpsN1VBTpNuRXkddZXyp7f7yvG877//QhfNLXfglpWVlZWV/X/prD/Ghc/ct93qmU0uDLbrCAdkgtCQKo2GzHNMv1rrLfTT9GJ96pxrp8UOON8OixzTndbZkcy0xwyBVEnkr3Jftc8kR4N2t3rMiGqj8nLpuDSJbTVLu26J0HYzHZ/o7q0NxsSonhizUm/IddaJJwYl1xlgois3K9GlxoPxBR5KVyM1ptoyO/So12JQSSAj0azPiLwk5W3hoyKpDekcz6TLjMkqiSRoMqRPrfvSi/xmeJ9KBelEopdBi34X2KpvojmjVNFsdzDbz+Lzfe7QHOfaocGAReER12RfsT1aYN6UVp2lKm8On1AXDFljh5mOK4r8ceb79pimX40RWYHQNJ0uDTbrU2dIjXF5OUWxrCYDFgbH1Bi20QKT9CExKK8ga6zvhAeKK121qN3AWPFVi6mysrKysrL/LP5DJHuzmqstmVynZ9LFfpJc7NbgcW369Kr2E2v1qDWi0mrbVRvxgqW2mqNflQPaDAS1Xk5mO6FZqOS0On9QeJ8fulZjMOBRq3Sqc7WNzrPNl5NbzHBcczCsVb86w8ZlHNHhc8lbLHDUZnNUG9an1jqLJLKgUurT0dcsdtDbw8dtsESvWvUGVSlYbq/V4UGN+q1P5xtQrd6wcVmHTXLQZPcka+WMqVSSYorTpupSZfx/mKnHK8ksJYFQjFBRZFTOLjNlxeY67OXCVJlkXJAWVUclQa5So0HXRy+a6qSXKy/w9aOTnNKiM6lzKm1xWr3V4V6TdHuitMiISosckpf4cHiXY1p1aRAqqTMsFGvVJ1ByffiiT2Xu0KlJILY82C8nNssJLcGg37n1Wn9z2wpz22ocPD38qsXU/+jZvacV4+TVfoyysrKysrL/T/yHSPbesGqKSfWVxkqpymwk7FjsE9nvgrzYDCetsNdJrTo1qjDuL6N/NS3sVZJxMG1xXrjba6PnzdRptd2esVyjAZmkpEJJt3oPW+OgScbkzHXc3rTdsEoXBDu9NXhUk345JYMqZBR1aURokUNIzXVYix7/FN/shFb/mtwgEU5s06g1Im+rGb6e3GhQtZKMwzp0qheKzAuOGZcRSIyoUmVUmz4mVq19ILqXIJBT1GjARgsV5dUYMis4ocaYvFH9Kg2osdMMxTRjLA7URuP+sf1nCnGgNRjwieJvuGvsPE/2tRhV4W9yX/Ffs9/3ULraovCIMTnHtdhujgEVDuhQlHEsaXCljarSYVP1OMcuNca8LnrBbCdc5SVfLV2nTbeckp+ka9Ub1BIMm5rpt3TwGR/9wSYL2mt99ZkDBs+C6t7eziHjpTPJ3m/fsdF4KX6Vn6isrKysrOz/nv8QDRpwvG/UoztO2fP0j00b3+tLQ5cZUC1FhXEltBq00EGHtcsqCST61RpRIa8kFvlQcJe/St+iQ7eLwx2KaeTKzEueLS7UHg6Y7qRvpTfoSyvsNt1Hwjv9OLlMjRHd6tQYclqz+Y7YYKFI0bs85OtuUG/UimCPJ9JzkYokYhk3Bc97KF2tJNJkQJN+e02REZvmpMOmmOGEJeEho2mlLrW60npDarzb/b7kFrGcvDFE/inzdx6OV9ttumFZYzIuCnb7aXKhdKLSFwvFcmbmhzW1tHv5xKhljYkPDHzep+Lf9Ce577o/XmNRssvz8WIlgaZw2K5kqhgZqS5N6gzpV22S0w6aLGfMXCddHb3sR/FlRuVUKupVbVSF84Id1qcLjU9UOrMKOgyYlC/qSav8w7mnHC01aFpxk/PmTXr1Aup/45M/2eJDV83TXlfxaj9KWVlZWVnZ/xX/YZI9GN3xiNvvPOHd84s++lKDENVGBRJDKo3LqTasoEIs1KbXgGqBRE7ii9Hn/Un8Hoe0ykhkxcZlXOtFNWHBT5JLrQp2gYNpm3pD3hg+4/PJ6w2qkog06devSk4slBhWab4jGgzq0uD28DFfSW40qmJiyDBtBn0i/JbvJVd4wTKhWEaqUb9TmoQTN/7+MPyeHtUag1Hfi6/SaECDIc9bbExOjYLbgsd9I71RVlGFoloDRlTqV4NAlTHVRtQbVRQaUu3v1yaeW/e8o0mrV/Ln6CsEVthlcbpPtwbr0sUyit4ePOyW7Dp/XnqrQpJzSqNrwo22JjNVGrXeAhmB673gi26VMS4vNttxe3UoyHm7n/uOaybuEYa/HPIcSC1ozjo5nNr01oC5VxOdnf1Bx/tG3f3cVv+/9u47us7qzPf4d7/ve/rR0VG3iiXLsuUm94pxwRgDwdTQIbQEJoFkAmQmmUxyM2lDkgmXJMBNJQESIJQECMRA6B1j3Ltl2ZKs3qUj6fT3fff9Q4Jkcu/czM2dG2P7+awlay0tn6W37LX88977efYNp83B45X+f0IIIY5tx1TYw3VZ9M3nmGm2U5HYT1IF2OpMJkyCajoZUkGuN57jIec0/GR5hQXcpH7HHfoypnOEU83tvOgsJI2HEGkCpOknhwweilSMk4w9vO3MYjc1AHzVfIAZNHKL8xlAk8VCAwPk4SGDiUuADDHCfJZHeZmlRNQoW/R0KujmMBMBF3P8C6CYQQbIwcVA4ZIkxBwOsosp+MmQwkcJfaTwMUyIIEnihAiSJkqMDgoJk8BHmn4KmEAfuSqBpV2aKSaOjym008oENFDKECkzhKMNTI/FjIml1DXew3Y9jd1qKmvcjbzCQqbRSgeF3GXdzZDKIaLj5Kg4zzpL6Hbz8ZKggUk4eNjKNKLEGCVAkBQzjTam6iae1qtYqvbztp7FEg4QZZgnWEOQUTzK5Nwqh/WlQyw778ajNYL+UwbjGS765n00UULjd84/2pcjhBBC/D85psLepx/axo2pn/NYS5RN6XK6KORs3mIOjXyDa1irttGto1xtvEDETIGGL9kfJ0aIICkKGWGRUc8mdwZVtPMpz7Pc6txKxs0SI0IWAwOYx2EsHIrp52lOJkiW09RWslrRQDmR8drdQXI5SAUKSOPBg00KDy4mHrKsYievsAgfaVJ4MXH5urqPe/V6Tjb28KB7KoqxCtsRvCyjnlL6eIc6OihiPg00MYEQGS5XL3K7vhyNIo8RPGTpJg8AjcJPhiApvGQZJcAoYepoZi+TsAyDUmuY7/ruY781nR8NLqbS6KNGdfCaM5tq1YXWmhAp1pub+IlzDrNUEyuMvbjA151r0cBcGqhVbTyhV5PEx/XqGd6mjn4dIkCaFkopo4cRcvCSpZt8ammhjygPVj3PF7J/xx2XzGXahMjRG0T/ST956DG+sztA461TMEpmHO3LEUIIIf5qx1TYS9sOvoEGdr21gcs211Ck+zlCCeV0EyLJbA4zoiLs0pP4mvUrHnDWsUdP4hw2spGZ9FDAbNVIl87jPONtmnQpfTrKRmbgJUOSACexl63UEiVOMd0cppo0BsvYT1Cl2aynMUwO5/M6z3ESLorT1WZGVIi33Nk4mIwtW2bwAh4yjBLGSxoHg0vM1/i48TwXZv8bw0SBPz7+XGKYaDw4lNLDfmpI4wEUYeJ4x6tbe3WIvUzFIIM7fnIGKKrooJMiTlL7mBJM8kh6GXHb4BPVQ7w2Wo4dH+Qjmed5gtOYbB+miVLqaMTFoFz18axexFzVxE3m03zVvpYS+rnJepofOhcwrAMcooIKeukjTIQkn1S/58v6ejJ4UThoDL6ofs2d+qMk8WPg4GIx2TvMA8s6IX8S5csuOgoj56/UuRNi7TD9rKN9JUIIIcRf7cO5aeo/4LNMCBWSdCCpveR4XMgaDBBhkCiGFcCy40RJ8Bn7FirpooYutjKNNibwA/N/kOfJ8rvUAg5Tyjt6Dv3kYOEQwKacDhRjJcouMEghM2nkCCVMVZ38Wp+Gi0bhsIHllDDACEFe1QvJaAONO/5phQ+H1HhvuWK66aEYhUOTW8Y653bGQp7GJIPD2L6wGBEMXG40f8+DzlpuNp/kDufC8T2JfooYZoAcGpiIgcMZbGPECPKWOxsDmzaKcVFs15PZETdJAF7lkuqqZzQFgzpAg1VFhTVEWUDBSCdnm+9QaIzSnC3g16zlE+Zz3G5fSgI/DiaFxginuFuJqQhZ18Nio55Wt4g8Y5iNug6AUno4mb00qzLu0JeSxcTEoYBh+okyoKLc3DyJfzRbKT8aA+evVTp37EsIIYQ4hh1TM3vva+mPc+7db3Jj9pd817mUKbQz1WjnZXc+WTyYOFTQxfnGuzzonsZi9rOFqYTJkMLDcrWXt/QcChkgnxG2MJNZNNJLlCij9JPLLA6zgEN8n0twMFjHe7xDHYPkMtY8OU6YFAXEWGHs4Ufu+Sg0XrJojPF9gSPEyQFs+KAPX4oUBqexnU3MYJgwHhzAwRlfCrYx8JKhih6yWHRQSGp8hk/hAiZhRhkmTJA4ifFzgR0UHlyu4CU0it3mNK71v0lm2c385pV3OUAl04oC7BjwUqIGSGYdyunlBs9z1HKEn9lnc7K5j032VN5hDkn8hEmgGCuEaaGAPEappJcGJhIghcLl25572aMns9OexOvM++Ds3kHyqKSTc3w7Oem8T5Lf9jIza6pg1gVHa+gIIYQQJ5xjos/en3tiUwNnebZwepVJgUoQJs7L7kJWqh2cbWyklAGaKedu9wJSeHmG5ZjAISaSIEiTLuPzxmMMk8NG6kjhZTPTaaGEQobwkeEQFbzAYvKIUcggMUL0k0sBg/zE+gEhUgA0UsoWdyrzqSeXEQDyGSRIgjQ+LGyKGCHMKMUM8kvPv7GAQ1SoASroxcDFwSCLhYXDebxJOZ04WJg49JFHkCQRkmgULh4MHIbHmysnCFNOLwvVQSw0Cs0DnMErLGAwWM2TmUX8/PUGzihLkPVE+MzKiTxjfZ4F7h4iKkU9VcS1j1GCrLH2gLZpYCLNlOIhzSpjB9caz9BHhM+opznD3M4+qpnDIQaIoDH41+xV3GOfxZOsxocNmATJAg795HJfZi1vdJq8FTkLZpx3tIaNEEIIcUI65sKe62pGXS9fuHAF9+jzmG820shEpqsWChhlv55IOwV4sPkn8xFmcIQgKQzc8dmwINuo4Wvu1YRIjTdsybCaHUyinVECDBAhhR/QTKeNbgo4zERCJJmu2nnVmccXIq+QQ5w4QX7quZP11nvMUw0AdFJMgiA2FhZZShgknxg95PFL53S2MoPf6pXUM4kSesknho8sQRIUqBHOMndwiXqVFkqIjbdVWUA9C9VBFBoDB4XGwmGuOsRidYDNegbp8RM0QiRooQQSA1xTk6LPKOC1Dot7pu8k+Oa/EsfiRuNJelQBl5mv0uoWYWNSSzM9FLCXav7eeJxpRjvb3WnsdyuZQC8bmUXSNcdnEG1KGCSLh09YG1hp7CSXGEOE+Kz1JLeav+F89Q4RUmhlUl0YYtmUYjCOuSEnhBBCHNOOqT17AK7WTC4KE3XqmVPiobe7nTY3n4BO84JeQiGDWDhMo5X9uopVxk7q3UrWsYVfcxpn8i7vUseXrQf5un01Cby4mLzNbLxk6aSYCQwSI8gOajEZO00hlxEGCaO1yzvUMTLSyOW8xLf5GCuz32OEMIyfj8v48WVgkCKABtooZZnay/PuQsbqZ8f+/KL1OP9g/x1jx505PKJPIeYEsdBkxvfyOShmGS2EVYIGp4JRAoDLmWxik55FEi8F4z37QOPDJkSSeZFhMtFqcgJekrafO/fAKn8xYRXmp9k13Gz9hofVmWSzWXa4NdzseZLHndWcxntcbz3HN+wrWW7s5jb3anKIE9BZ6owmojrOBk5mGi0UEON++ywsssQJMYlObrcvwcHEg0PaCPGtixcwqywXnyVBTwghhPhbO+b+9bVMgyuWVnJH+0yiJZO4J306Aa+XEp9NiTFCNwUk8bOLGpKuhx+5FzCMh/tYz38zHyKDxWXqZe62L2AiXWTwEyTFSewlj1FON7aRzyAZDC7kNWbTiINBFd0k8bGZmZTTy0t6PgHTxYvDdNqoU00ESKCwx6907CQLHxkaKWMS7WzXNSygnggj5BLHIsNetxwLmwKGsPFyprENhUkWkxzihEhRwDBv6Vlsd2vwkuVUtlDIEC2qhKm0Uqb6uNX4DUvZhcJhvbmJyaqTSs8wz2w9zPnlw6wr6GfJ7BlMdZop1d10UcyL9jzWGtvx4LKTqRQwQjuFbGQOX85cx2LjIPe667Gwudl6kiL6aNYTmEEzM2gmiZedTOEg5Sgc/GTIYhAkwwwaCaosl06McUGtn9qSHKoKQkd17AghhBAnomMu7L0vlszSve8NPrswyKhr0pwOc7nxAhPo58zAAdaxhW7yxgsXAnjJskvXsJ1aXtHzGcHHEDl4yJLBw06mklYBdriTAZNKemhWZWxjKoUM8QoL8WEzhTbWqq1EiZNSXrIYJPCwgIOUMIAF3O+5A9C4mGQwSeKnkXIMNDFyyOClnSgBkvzMPZsUQWppxSLLo+6a8Ts0cNEkMeknh7j242LSRy4vs4heClFo2ilijjrMbe5V7KGWUgZ5yVlEzFfJ2lWn8E52Bh/tuIO62Ks4w70MGLn8wVlMUcBhCzMYdjx82nqCteZ2rs7+I+eqN1nGPtopYrMznQrVSzl9/NZewQg5vK7ncYgKhghTrGL8wrqdr3Ef7zKbOH76yKOCbvZRQ9iCnaliXE/46A0UIYQQ4gR3TFbjAmRsF4+p+OeH32Z+/Q8YNnLZlKlmyAmQwaSHPHKI00ceFjY/NL/Pt5wr0FhgmEx3G3iPmWTwksDLScYBqlQvTzpLscjQSQlB0owQHD/j1uQ8XucllowXU2Sp4zA7qB0/B1ZRwgD95KIAH0ksHBxMRghh4RAkhYuBjzQlDLKfahQuK9jNRmYDkMcAZxlbeM+dTj1VeMiSxYOHLCm8gEGAJEUM0UIpFjY2FiY2q41dpLSHQ7oK2/Rzt3UXP8quJ6N8TIz6uDj7NJZp8L3U2VTnuGR7G3lBL8ZPigweJtL9QUVxKxMIkOa/Gz/kc+5n0GgSBKminVFCdJPHDeazNLnF1OsqGilnAQfZyEyiDGOhuGNZkvDCS3lsSyu3XTD7aA4XIYQQ4oR1zIY9AK01bzf0Mbz9cW7fF+X8zAa6KOINXYcGOighnyEGiHK6sQUNNLtFBMjSTRQv9ngTZIdl7GWp2cCvnLXsZSrv77szsamiHQ+aUUL4ydBFLh4cbLwY2KTxksbHUnayk+mU080IYXrIx0uGGbQwRbXzgl7ECCGiDBMkTQdFjDVEdse/j/Xem6cOsV9XksbHErWXBl1FjMB4A2VNBb3kqCQdOp8gKTopwksaCxcDFxeLa8s7GZqwnDX1X+Ox4lvJDrZRpAbJ9Wj2xHzkWVmiiSZ2u1XkqwSXmi9TRIxSY4AwCbw6w6vuQrbrGtrdAg4yEQOXJAEGCOPFYQH1NFPKJcbLPOauwcGkjWKCJLk1/DqBmmVccfk1R2l0CCGEEAKO4WVcgB2tQ9y/sZniKQtZkjfKE9Z6ntXLGCDKMGFMHKIkAMUbbh2b3GmESGHiYmMxQA695JIgyHZqec5dxhXmawRJ4CdLCf3MpIUUQRopRwEZPHzbug8NjBJgmBw0imL62cpMUvg4QhkaqKEVG0UDFTyuV5PBIsQoMUJ0UICfNBFilNKLic18dQgLlx16Kmn8KFzOMLdTRi8hkoz19xtlFB8BnSSJn27ysMiwmp1ksbCxyGOYp2I1NA1mCFzyc5YYB1CJXordPk5Wu5k2ezE7R3Op9fSw1rOHhWo/KXxs0dP4SXY9GsURXUwXURrdMrZTSwcFOCj+xfwVa9jGF81fs49qNJqfuecSJE0bJQRIYyiLurrZ6IlLj+bwEEIIIQTHeNibX5nHz69ZTCa3GsoXYgUifNLcwBrPfsrpZxH7GSREGd0oYJgwURXnHPMdBgmzQB0CDKIM00ERo9rH15yrSeHDR5rl7KWJCSTx48OmkzwKGOLf7EuJjTdXBoWDQR7DOJh4SWFjYGNwmInkEec8422CxFnEATxo1Pg5HdeYL3C18SJRlcJEs1tPxiSDD5sACabQwb/aV1Ch+qhQ/UyinTgh1hnbmay6yIxXEtv4eJV5BEmgcOmgiIHRFJsa+3GevpV3uhQrJricn/odt3Z/hDX7/oXfeL9B2oFn9HKeclfxnj2FPW41a8ydeLEpN/q50nwRlOJx619Yo3ZQY3Rzl3M+m5nJYbeEGTQxhU6CpGknHxObIoYp8jm0uwWcu6jmqI4PIYQQQhzjYe99C6ryqCuPYqUHeFKv5g2njjZPFbuZQpk3w0nGflaxAxOHIiPOM84yFAZv6rkU0kcnhSgUVUY/s1QrAVJ83/oJt5iPk8TPhbzKj63vM4EBMpisYCeVdLCOrajxpdODTCJIYrxdimKQCKAYIsjT7hJOUvvZxRQSBLjKeIkII3h1llfdecS18cHJGfmM8HHjWdKYDOMnwihv6jl82nyKQXJxgLfcmfxWnwJoPGRZzB48aPKIs8rYz8JgLxVF+Xzvwhl8avBKauxGTkq/xXf1NXwsuBGjaCqvqcXU64nURDQLzXpc08cN5gZK1QDvOtOw8TCgI5TQx3t6JmX0UUsrXrJcxMusMXaRwct0o5kvmg+TIMynrWf55eRXeOHmk/no7AJy/J6jOi6EEEIIcYzv2XvfPW80Up4XILblt9x9MELcKiSWhXwGKFdDlKleitUgDzinEyRNyHRxnQxeUtTSwTAhmihliBwWUk8hMUIk6KCQrUzHxGEhB3mPGWSxMHFZzVZeZQEKxcfZQKNRwWpjF7+xV7GHGsb24b3PoIxufDg0UUqIOHFCTFOtJLVJH3nMZz+tlNNNHunxgo9cRknipYQBzjPe4Ufu+bgYPOD5Djdmb8ZLmiFyAINChsb2EVo5LDLqyVStJjHUy9T0biYHk5y8/irK9txDqx3lD/4z+dWmNm70PsdZ1nscSYfY5tTwjjOLPp3DzdbjREhwWJezwVnCLNVCtdHBm85sRggRVmnyGaRUxVhnvkehEeMr7mfwTlrKbRfNJ+rV0PAizLnk6AwIIYQQQnzgmGuq/L9zw6rJALi6jJd1GdahF9hDBd3ksVvns1tPAjRVRj/roy0cGnRZobZxm76Gd8ljGi0YaKpVD3EdII2Fn1z2MIkcEgRJsYOpzOUQXeTRSSEHqcJEs5h9PMEqprlH+IE7dubrx40N3OueTZQhhogwSzXhaugiD3CpoJcmvCS1Qa3qZLnaxzBhFug3+aG+kLFiDQcDhwwmnRRSagxiuC6r1U42uEsYJYAXhYuFwiaJhwhxUCbhvEIOdzZyQ/B1hqefyZk5h/nxIYO2nYUss7dwZnk9U70jzC+yCHX30uWW0azLOcO7kwfSK9nvTmKW0czzziJusp6mWnXiVQ5b9XTmspsdbg2DKoIfm986a/C4Npf536T2gs8SzQ2OvRQJekIIIcSHwnExs/eBTT/lMfMsHtrYSEPnEH6dJmX4uU5t4HF7BR7lMsXqYk+2jBRe0viZwRF2MYnZNNJFAUGyuMrA1Fk0Dj5sDlJFKX14yGKrAD6dRKHJJU6MEG0U46JxcNF4KKWfDkoAFz9pKlUvQT3KHmooo5d+CtBAYvyEDABzfCbQT4oASfrGK2wzeAFQZDEBhSafISKkiOGnjwLCJFioDjFZdeGvXs4LHV5OKx6i2m0lkmqhJVvAz+yPcE36YfYXrkMNHqEhncd5y2fR++4jFDLM/dZFPGx8hdvSl6BcG8OAH1p38pY9g+c4iSa3jNs9P+IXzkd43D2F5ezmMut1fswlOFaQHy7qofLsz8OjH4NLH/zbv3shhBBC/G8dX2EPeHpnB819o7z61lv4A2EaBlzqjEYmqS4OMZEdbjWzaGZAhzjMBObSyGyaiRhx+ox89lmzyLd7qXGa+LVei42ihEFOV1u4X3+E5exhiuqkQZeykdl4yJD+ILRp+JP2JwrwkCGDHz9pFC4hkvSTi8bASwYTlyReDDQuCjABl9XsoIcQPZQwm0beYA4uihziLFYHeEUvRqGJMEycEJV0000+59SGqKyu5aboe9hzLuemHz3NKWob9yTXEHCGMfy5XGc/ylcGz8bWsJZ3WeRp5nfm6fhSfVybv4+a4Y28a0/jQustvmdfyDa3lq967mdQ51JnNPJzez1TjA6arMmU+F2Kzvg8A0mHa5ZPgng/hAqO1usXQgghxJ85Lgo0/tS5c8u4atkk+nyV1E6bQcKTi5q6lpDlkHFcDO2wW00jpQKAYprRzq9Zyy/cszhgl7MrVcg7dg3P60UUEiPKKL1EeV4vxk+GLdSyWdfSRR4VdJHBxMChgm4AoiRwMTBwySFBLsMsVPXM5jAaGMZPgCTgksFDEj9j+/vGKnvHvkMLE2ilAgeDYmOQIEmuN57Di0aN53ONQYwcbExAY2Py+MEMLU0HmfVkAVff+x5fn7iDyPwLqCoM8shnT+fsqX5WXvRZ1k4OcFKwjeFAFa1GBWennmWXO5kv9p9Bh7+GISPKfl1JoRri6977addFNOlSsniZ4EnQ4JvFxbn7WXfamaz2HaAyf3z5VoKeEEII8aFy3M3sve9A1zDTJ0S46aGtVOUFCRx6mgKvyy/bS3E1jDgWaRXAVCYeZxjbE2IgaxEmQSHDTKYDC5du8okS4x3m4OJSQT8dFAKaNH6A8eYnaRKMBUjQKFyixBkcb9FikcXGwhoPdl5SJAjzdeNevuZ+DAuDAHGyeEgSooh+kviJMEKhGqZeT+JK9QKv6rk0Uc4Vxss84q4EPCg0F/I676i5FJRX09yXRDlZrlk1jYjfYk/7EJ9YUcPMI7/k2Y07aS4/B51bwVWpR/hE40oizhDV3iGCfbuYZbVTqbrpI4rhpFliHOAJ1vL9zLl8QT3M97icLjeXqM/kngsrmVdXh/nOnbD8s2Acd/93EEIIIY55x23Y+1OD8Qy/3nSECbl+ntx0kODAXkqdTp5OzSM/kkNLzCGLwUzjCC1uPnH8XMbLbGYWWQxAMT2UoDHuoZViYKx8QqPwk2EUPxYOPtLEx5s5O38yaVpCH73kY2F/sAcvRILU+Oc0mhKGGCBCnADftX7GL5zTadJlZPBRQj9hlcbVkMEkRgg/afrIY65qxNGafvJYZexhozGPqSW5NAw6VBbncadzG60jGt/qWxgZTRDPqcbIJlk1KUCzWcXW+27htsRHmZuXZvnQ75litLPM2M9hXdkm9qcAAA6xSURBVM7z9iJuNJ/ip/Z6Rsnh2vJWflHwec5aUMnipp9gnHHb0XidQgghhPi/cEJMxeSFvHz61KlcuHAi162p49XkFJ73rGWav59yt4MCY5ilnsMUWQnmc5B/Mh7lGVYwXx1kqVFPpWeYlrhJATFSeMhi4SWDB5scEuNzeSa5JGA89E2kiwgxAAJkUbjc77kDhcZHFg82YRKEiZPBTweFXGW+hJ8UX7CvJ6k9vJ/CrzRe5IguoolSEvhZQP14Hz/NkA7SRDmO8tBNHpdPSjLH2cs5Uzx8vnwXBYsugrIF6P0bKBzaSZ+nhE0tw/zgmc0cbmmjLzKLi43X+e+jX2RYRak1Okmtu53nAucwJd/DU1Vf5u3I2Vx8+nImOB2EcnJZWjtRgp4QQghxjDghwl4smeXVA91sburnlkd2cHPpAdCaj8ws5mLjVeZRz5XmKwSzMeIqjKk0y9lLuy5iVPupdo7QQjEZLE5hJ1NoYwZt1NBBL3nkMorGoYNiwCRBkFYKGSaPEAmaKeNz1hNck/0HwiRJY1FCjIXqIEl8GGT4rPkEDzkrSREYP++2GBsDxlvCGDgUMMiXrYd4l1l4STPWvDlMASNcwOtUz13JvFPOJyfVyenLFrIhuxTqn2PeVd/htcn/QGblF/jD7i6MohoacpbgySunq2AJZwd2c1/Rlyj3JdgXXMKRtjauuvFLtI/YrPAd5EvB3+JvfQfP+u9y/Sm1R/ltCiGEEOL/xgmxjPvdPxwgbTt8+ayZPPTeETzNb7D81PMo1d08vLGBn703RK4epEdH6CUfn+GSdqGcXn5q3ck/uJ+m3i3Fg42BppgBhsjBQ5YBoqznLZ7lZMrpoY1i/pihXTxkyeJjsdpLqy5hiBAZvARJUMIAjVQALnNoIocEg4Q4RAV3Wz/kRvsWHAxMsnzT+hXfti/jOvN57nI+ikJhYFNInCReIl5YFW7l1uuu5rNPNHCZu4HzpgbQ3bu4LfTPXLh0ClOLw2xs7Gd3W4wpxWEsQ/HI5lauWFBM1s4SOPIy39xTxG8+uYxAXgluw8t0bH+e6o9+DXzho/b+hBBCCPHXOyHC3p8aTmU55+63ePiGZZRFA1z3i4283tDH3OAAruNwLU/xYOYU9uhKzjc3scFZzELVwBt6LgESVNDDMCEUmi4KMHDwAGlMchkhSYB8hugjhE2AP1bZKr5t/Zxv21cwTACw8eKMl254AI2fDA6KLNb4Z96nKaePdophvEELuOSQJEkA07S4NedV9gXmc/JJK9iwu4dfXTsfnCwMtfDRn20mUjaNOy+bz12vNLC8Jp+68lzufauZyoIAK0sNMm//kCmX/xu/295GfzzLjNIc5pRH6Pjt56k98++hcMrf9kUJIYQQ4r/ECRf2ALpjSb717H6+t7Cfz20rpKM/Rk6yne2JIqZEDT7a8z/4qn0tpxtbmEYLD7mnkvUXMTu1ldeYT4GZZqpqo9WO4mLTTz42itnqCAuNgzzirMbFwsQhhwS9RHEwMcgABsX04eKhn+h4mxYbB4tchsngI4kPMLBIY+NlEh0YODQzARcDLy4ZvBQyQK3RRbt3EitKFTkV03iveQQNhLwmlYUhvnXBbF490EMq69AykOCTq2v4/ov1FIX99MczeExFeevvOVK8lhvX1eExT4iVfSGEEOKEcUKGPYCu/iEmvPdtDlZfwUWPdPKv58/mrNmlzPvGi2Rtm6yj+c6U/exp6ePRzBJcDBZwgE3MwsQlnzi95BImwSgBwsS513sHt2Y+RTvFXKlepEmXkMRLOyX0kMdYGYeL8+9OqXPJIc4oAQqIMUAYhYGDSQGDDI4HQlAESZDEx0p28AZzySWF5Q2QxMtdly2gsiBI+0CC9liKc+eV8UZ9L6umFRHxe2gdSDAxPwivf5cjwTqGS0+mIuQSCEcwN/2EbXoqS1asQyn1HzwxIYQQQhyLTthpnAkFUZh5PrXFET4yI591rXdhmQYLJ0UpCPtYPSlA5chWnuAUwCBiOuxm2ng1bYaT2UkOcbykAHCwuCbzRRIEMLE5okvYzlS2M51+whQwCCgsHEyyFNIDwEpjHwpFDknS+NFY421bFP3k8/5ybgk9/JP5KBqDN1hAHgm8pMljhBtWTOb2F+qZXBjiYM8ovaNpdrXGyLouIymbH792mNue2Y/WGlZ/garFZzG7yCTvpc/h95h45l3C0oWLJOgJIYQQx6ETdmbvfzHcAZEyzrv7TXpG0tRFs/zbKUF+ubmLLfsP0ZG/jJzYAbqcCEkVYkR7/uTDY3NvBi5l9BHHh5csneM9+cZoFAqN5seeO/lS9loGieIlC2hmcITdVJPPCINEuFS9QqOewCnWbr5nX4SDwkQxUfVSoQZodEtIKx+PzdtF09zPsaQ6n5BvbMZQP3QJ6opHQSlwHZo7uymfMEGWaIUQQogTkIS9P5PMOHQNp3ju0R+xvCrMXX0L2Vp/hJS2KFZDGNplkBBxlUNAjzJKgGKGKaCfZspYxxaeZ/H4ebl/egTa+0HLYQKDdBPFwhkvxjDGK31dwCWNnzxiuBgk8JPFBAxuUL/ndT2fHJVkq57G5XPz+fu6DJuyNawtt4lEohCIQiYO3tDYr+vciV3/AtYpn/9bP0ohhBBCfAjIVM+fCXhNqgtDfOwTt3C46HRKMke48cz5LA738c2CF/hc+HnKQiYlxjBpvLx/FFpsvEL3aZajURi4+MnwfuDLYxCLLItUA2eYW9CYRBnFxMVDiiwW6fFWzeAySC4xwmTx4sMGFPfos2mmBMMbpDDkYUN9jAfaijl5SiGR7s10Nu/HcTWP7Rz44w2VzuW6w6uOyrMUQgghxNEnYe8/sKNlkJc27+ar1Qc5tO01rs7dwWMFn+bW+DWsXDCThBkhi4ciRumkkA4mkMKPAdiY1NLCRLp5f2aviAEUmp26miedFShshggDmix+TGwsUmgsChlmLCRqAiTI4sEkC5jc6v09GW0yv9TPkkn5/P3aqRRH/DDnYh5pK6BjKIlp/Pu9dw98Yunf+vEJIYQQ4kPC+st/5cS0qraYVbXnQ/YMTvFsRxeup+GFegA6Bob5Kj/lW1zCACE0kK9GKdL9xAjTRw5HKCFCkjL6KGYQG5MsXkwchseXeLMoLFL4yOAljQHE8OLBAVy8OGTwUU077RQSUJoq3U6PzmFV22NkqlYznJxD0Dv2Gm9dN3a6xcT84NF4ZEIIIYT4EJKZvb9AW372JPM43Bvn+pWTOWdOGba2+Ir+JFeVNPN93y8Ie01MnaGHHLrIw0eWLAbd5DMp6mMQP42UfrAPD2wUGgMHMPGTQmMSIwcw6KQQMPCTxsGgiVJS+PjCnCRLSuDvZltcWdjA4+1R8kNe3j7Ux+bmgf/zjQghhBDihCRh7y+IZxz0aC83mU9y6eJKCsI+bq44yKNTXuCN0XK+5VzFhFw/MbOAYXIBkzghCnNyKKefrqFhjjCRLBaD5GKRxcRFY2DgYGORR5yfeH7A2NKti480Cpc4fibSS4kf/GhKUw0ULr0Eb6SYvE89y5fOmsHWI4NsOzLIawd6iCWyJDL20X1gQgghhPhQkWrc/wzXgVQMgvm4rubp7c34yfKH3R1M9MR4sSfKsnAnb7bYVNPBG9mpZPAyKRBnJJmlnwgWNvb4MWgr2M5ks5tt7mT26KmAQ4g0aSxsfIQYodyI0+pGiQQDpLXFz69ezC/ebuL2j0wgHMnnqb0DdA6luHJZJTn+sTYwj29toyjHx6raoqP6uIQQQgjx4SFh768wlMjgMQ1CPot73jjMgy+8i5lbSmI0xlxvJ51uLvWpKBkHNO74pzQeZWJrh+mqjeXGHg6ElrF1JA9bZwmRxkIzQA5BUpwyNR+6dnPuwhpeOhynpm4xn1pdA527oKQODJmUFUIIIcRfJonhrxANej9oYHzDqhqe+tLFXHfyZL4ys4frT51Gnx0gaDpjZ9SSotbspYRBsnps+bZXR+iJ1NGrc5hXGUXjwesPM0IQjUtewEOhHsCwvGQChbT1DfOxKZmxX37gGcjGj97NCyGEEOKYImHvv4DfY1LrHmJTf5CFS0/l2VtWc+rMCqb7B5lcGCblyaWXfIp9Bvevz+XMBdOIVM4lPjLINZ23UWP1UhiN4FUaE0Wp7udwSxt3LxninOXzefhjtYQLJ479sjX/DG/fCd37/t01fPWpPXQMJY/C3QshhBDiw0yWcf8LNXSPMLUk548/GO2FV76BPucueva9yT///jD3fnIN2xq7ye/fyiVvl1NdWkTvaJrbL57LTQ9tw2MoEhmbqqiXW2anWb3mTABcVxNLZskLecf2D3pz/t1SbiyZJTfg+fNLEkIIIcQJTsLe/yff3LCPW06bSo7fQ+tAggc3HeFz62rxjp9Pu6N1iK/8bg9n1k3g4kUTKYn44fEb4LSv0dO8l5zBfXibXsa87ve4ruaqezdRGPZx4YIKZpZFKAz7jvIdCiGEEOJYIGHv/5Mj/XGqCkL/y8+f3d1J/2iaq06a9B9/ODkETgbCxR/86DtPbebqlTM49PR38esks+vmECioHDsHd/pZ//U3IIQQQojjgoS9Y0TPb/+RoimLyAx38p13s5RFfdywuhZK50Gk9GhfnhBCCCE+pCTsHStibdB/CCbMoX7/LhK7nmb+2Z+EomlH+8qEEEII8SEm1bjHingfuDYE83m4vYj5131Pgp4QQggh/iKZ2RNCCCGEOI7JzJ4QQgghxHFMwp4QQgghxHFMwp4QQgghxHFMwp4QQgghxHFMwp4QQgghxHFMwp4QQgghxHFMwp4QQgghxHFMwp4QQgghxHFMwp4QQgghxHFMwp4QQgghxHFMwp4QQgghxHFMwp4QQgghxHFMwp4QQgghxHFMwp4QQgghxHFMwp4QQgghxHFMwp4QQgghxHFMwp4QQgghxHFMwp4QQgghxHFMwp4QQgghxHFMwp4QQgghxHFMwp4QQgghxHFMwp4QQgghxHFMwp4QQgghxHFMwp4QQgghxHFMwp4QQgghxHHsfwIqtdQmMZnA9gAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pl.umap(\n", " adata_subset, \n", " color = ['subject.cmv'], \n", " size = 2,\n", " show = False,\n", " ncols = 1 ,\n", " frameon = False\n", ")" ] }, { "cell_type": "code", "execution_count": 34, "id": "1a0aca18-ceca-47ff-a2e5-a4287f84bbaa", "metadata": { "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/conda/lib/python3.10/site-packages/scanpy/plotting/_tools/scatterplots.py:394: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pl.umap(\n", " adata_subset, \n", " color = 'leiden_resolution_2', \n", " size = 2,\n", " show = False,\n", " ncols = 1 ,\n", " frameon = False\n", ")" ] }, { "cell_type": "code", "execution_count": 37, "id": "18c4f87d-3e65-46de-b0b1-dfe72ef92819", "metadata": { "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/conda/lib/python3.10/site-packages/scanpy/plotting/_tools/scatterplots.py:394: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pl.umap(\n", " adata_subset, \n", " color = 'leiden_resolution_1.5_t-cd4-naive', \n", " size = 2,\n", " show = False,\n", " ncols = 1 ,\n", " frameon = False\n", ")" ] }, { "cell_type": "markdown", "id": "9a240c73-8c36-4abe-bd6e-b14e98526470", "metadata": {}, "source": [ "## Save UMAP coordinates and labels" ] }, { "cell_type": "code", "execution_count": 64, "id": "453f6295-f338-4fa6-a7d0-9367b407955b", "metadata": {}, "outputs": [], "source": [ "umap_mat = adata_subset.obsm['X_umap']" ] }, { "cell_type": "code", "execution_count": 65, "id": "5c3ea986-a993-49cf-9908-6ead3b58d8f0", "metadata": {}, "outputs": [], "source": [ "umap_df = pd.DataFrame(umap_mat, columns = ['umap_1', 'umap_2'])" ] }, { "cell_type": "code", "execution_count": 66, "id": "d812a1fb-2076-45a8-8438-c7dced685eab", "metadata": {}, "outputs": [], "source": [ "obs = adata_subset.obs\n", "obs['umap_1'] = umap_df['umap_1']\n", "obs['umap_2'] = umap_df['umap_2']" ] }, { "cell_type": "code", "execution_count": 67, "id": "4963701b-cba3-4baa-b6ad-6d867ffa482a", "metadata": {}, "outputs": [], "source": [ "out_csv = 'output/ref_{c}_subclustered_umap_meta_{d}.csv'.format(c = cell_class, d = date.today())" ] }, { "cell_type": "code", "execution_count": 68, "id": "6f2b245d-ce94-4c0b-a621-314947e3f8c7", "metadata": { "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n", "/opt/conda/lib/python3.10/site-packages/pandas/core/internals/blocks.py:2540: RuntimeWarning: invalid value encountered in cast\n", " values = values.astype(str)\n" ] } ], "source": [ "obs.to_csv(out_csv)" ] }, { "cell_type": "code", "execution_count": 69, "id": "f5c0f411-061b-49d5-b285-696947ecd932", "metadata": {}, "outputs": [], "source": [ "out_parquet = 'output/ref_{c}_subclustered_umap_meta_{d}.parquet'.format(c = cell_class, d = date.today())" ] }, { "cell_type": "code", "execution_count": 70, "id": "0a4cc3a1-393b-4e53-9db1-fdaec15cfff4", "metadata": {}, "outputs": [], "source": [ "obs = obs.to_parquet(out_parquet)" ] }, { "cell_type": "markdown", "id": "a912d4ee-d392-4b27-9538-3af821ca87cf", "metadata": {}, "source": [ "## Compute markers for each resolution of Leiden clustering" ] }, { "cell_type": "code", "execution_count": null, "id": "66e63fc4-7faa-4e2a-a136-b47f7d198dbd", "metadata": { "tags": [] }, "outputs": [], "source": [ "adata_subset = adata_subset.raw.to_adata()" ] }, { "cell_type": "code", "execution_count": null, "id": "88a7fff3-291e-4e85-bf43-7c0289bce0a1", "metadata": { "tags": [] }, "outputs": [], "source": [ "sc.pp.normalize_total(adata_subset, target_sum=1e4)\n", "sc.pp.log1p(adata_subset)\n", "\n", "sc.tl.rank_genes_groups(adata_subset, 'leiden_resolution_1.5_t-cd4-naive', method = 'wilcoxon')\n", "df = sc.get.rank_genes_groups_df(adata_subset, group = None)" ] }, { "cell_type": "code", "execution_count": 85, "id": "4b328678-3a3a-4dc6-b0f8-97feba4b943a", "metadata": {}, "outputs": [], "source": [ "res_csv = '{p}/ref_pbmc_{c}_res{n}_markers_{d}.csv'.format(p = out_dir, c = cell_class, n = 1.5, d = date.today())\n", "df.to_csv(res_csv)\n", "marker_files = res_csv" ] }, { "cell_type": "markdown", "id": "69f65516-7e5e-4f63-bfd4-f8c47d993453", "metadata": {}, "source": [ "## Upload assembled data to HISE\n", "\n", "Finally, we'll use `hisepy.upload.upload_files()` to send a copy of our output to HISE to use for downstream analysis steps." ] }, { "cell_type": "code", "execution_count": 79, "id": "b821bba8-647c-4c0d-9169-9c6f0a0746a3", "metadata": {}, "outputs": [], "source": [ "study_space_uuid = '64097865-486d-43b3-8f94-74994e0a72e0'\n", "title = 'CD4 Naive T subclustering {d}'.format(d = date.today())" ] }, { "cell_type": "code", "execution_count": 80, "id": "02a243a7-eb88-43bf-bd5d-6f47d5a812af", "metadata": {}, "outputs": [], "source": [ "in_files = [h5ad_uuid]" ] }, { "cell_type": "code", "execution_count": 81, "id": "d051b485-f6b4-498a-80c9-23c1a3d11e2c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['79a24651-47db-48fb-a0b4-607b94eb0493']" ] }, "execution_count": 81, "metadata": {}, "output_type": "execute_result" } ], "source": [ "in_files" ] }, { "cell_type": "code", "execution_count": 82, "id": "0d2bb993-7610-4759-b94d-5ed7da01989f", "metadata": {}, "outputs": [], "source": [ "out_files = [clustered_h5ad, out_csv, out_parquet, marker_files]" ] }, { "cell_type": "code", "execution_count": 86, "id": "519045f5-ccb8-42d9-b56a-5bb4d3990149", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['output/ref_pbmc_t-cd4-naive_subclustered_2024-02-27.h5ad',\n", " 'output/ref_t-cd4-naive_subclustered_umap_meta_2024-02-27.csv',\n", " 'output/ref_t-cd4-naive_subclustered_umap_meta_2024-02-27.parquet',\n", " 'output/ref_pbmc_t-cd4-naive_res1.5_markers_2024-02-27.csv']" ] }, "execution_count": 86, "metadata": {}, "output_type": "execute_result" } ], "source": [ "out_files" ] }, { "cell_type": "code", "execution_count": 87, "id": "0db95405-4f3c-4167-b6ff-c7ed260ce969", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "you are trying to upload file_ids... ['output/ref_pbmc_t-cd4-naive_subclustered_2024-02-27.h5ad', 'output/ref_t-cd4-naive_subclustered_umap_meta_2024-02-27.csv', 'output/ref_t-cd4-naive_subclustered_umap_meta_2024-02-27.parquet', 'output/ref_pbmc_t-cd4-naive_res1.5_markers_2024-02-27.csv']. Do you truly want to proceed?\n" ] }, { "name": "stdin", "output_type": "stream", "text": [ "(y/n) y\n" ] }, { "data": { "text/plain": [ "{'trace_id': '11b87090-c0bb-4a46-b72a-0cf611d887d2',\n", " 'files': ['output/ref_pbmc_t-cd4-naive_subclustered_2024-02-27.h5ad',\n", " 'output/ref_t-cd4-naive_subclustered_umap_meta_2024-02-27.csv',\n", " 'output/ref_t-cd4-naive_subclustered_umap_meta_2024-02-27.parquet',\n", " 'output/ref_pbmc_t-cd4-naive_res1.5_markers_2024-02-27.csv']}" ] }, "execution_count": 87, "metadata": {}, "output_type": "execute_result" } ], "source": [ "hisepy.upload.upload_files(\n", " files = out_files,\n", " study_space_id = study_space_uuid,\n", " title = title,\n", " input_file_ids = in_files\n", ")" ] }, { "cell_type": "code", "execution_count": 88, "id": "01a93b15-c0c3-41ce-8e09-a1672072c243", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "Click to view session information\n", "
\n",
       "-----\n",
       "anndata             0.10.3\n",
       "hisepy              0.3.0\n",
       "matplotlib          3.8.0\n",
       "pandas              2.1.4\n",
       "scanpy              1.9.6\n",
       "session_info        1.0.0\n",
       "-----\n",
       "
\n", "
\n", "Click to view modules imported as dependencies\n", "
\n",
       "PIL                         10.0.1\n",
       "anyio                       NA\n",
       "arrow                       1.3.0\n",
       "asttokens                   NA\n",
       "attr                        23.2.0\n",
       "attrs                       23.2.0\n",
       "babel                       2.14.0\n",
       "beatrix_jupyterlab          NA\n",
       "brotli                      NA\n",
       "cachetools                  5.3.1\n",
       "certifi                     2023.11.17\n",
       "cffi                        1.16.0\n",
       "charset_normalizer          3.3.2\n",
       "cloudpickle                 2.2.1\n",
       "colorama                    0.4.6\n",
       "comm                        0.1.4\n",
       "cryptography                41.0.7\n",
       "cycler                      0.10.0\n",
       "cython_runtime              NA\n",
       "dateutil                    2.8.2\n",
       "db_dtypes                   1.1.1\n",
       "debugpy                     1.8.0\n",
       "decorator                   5.1.1\n",
       "defusedxml                  0.7.1\n",
       "deprecated                  1.2.14\n",
       "exceptiongroup              1.2.0\n",
       "executing                   2.0.1\n",
       "fastjsonschema              NA\n",
       "fqdn                        NA\n",
       "google                      NA\n",
       "greenlet                    2.0.2\n",
       "grpc                        1.58.0\n",
       "grpc_status                 NA\n",
       "h5py                        3.10.0\n",
       "harmonypy                   NA\n",
       "idna                        3.6\n",
       "igraph                      0.10.8\n",
       "importlib_metadata          NA\n",
       "ipykernel                   6.28.0\n",
       "ipython_genutils            0.2.0\n",
       "ipywidgets                  8.1.1\n",
       "isoduration                 NA\n",
       "jedi                        0.19.1\n",
       "jinja2                      3.1.2\n",
       "joblib                      1.3.2\n",
       "json5                       NA\n",
       "jsonpointer                 2.4\n",
       "jsonschema                  4.20.0\n",
       "jsonschema_specifications   NA\n",
       "jupyter_events              0.9.0\n",
       "jupyter_server              2.12.1\n",
       "jupyterlab_server           2.25.2\n",
       "jwt                         2.8.0\n",
       "kiwisolver                  1.4.5\n",
       "leidenalg                   0.10.1\n",
       "llvmlite                    0.41.0\n",
       "lz4                         4.3.2\n",
       "markupsafe                  2.1.3\n",
       "matplotlib_inline           0.1.6\n",
       "mpl_toolkits                NA\n",
       "mpmath                      1.3.0\n",
       "natsort                     8.4.0\n",
       "nbformat                    5.9.2\n",
       "numba                       0.58.0\n",
       "numpy                       1.24.0\n",
       "opentelemetry               NA\n",
       "overrides                   NA\n",
       "packaging                   23.2\n",
       "parso                       0.8.3\n",
       "patsy                       0.5.3\n",
       "pexpect                     4.8.0\n",
       "pickleshare                 0.7.5\n",
       "pkg_resources               NA\n",
       "platformdirs                4.1.0\n",
       "plotly                      5.18.0\n",
       "prettytable                 3.9.0\n",
       "prometheus_client           NA\n",
       "prompt_toolkit              3.0.42\n",
       "proto                       NA\n",
       "psutil                      NA\n",
       "ptyprocess                  0.7.0\n",
       "pure_eval                   0.2.2\n",
       "pyarrow                     13.0.0\n",
       "pycparser                   2.21\n",
       "pydev_ipython               NA\n",
       "pydevconsole                NA\n",
       "pydevd                      2.9.5\n",
       "pydevd_file_utils           NA\n",
       "pydevd_plugins              NA\n",
       "pydevd_tracing              NA\n",
       "pygments                    2.17.2\n",
       "pynndescent                 0.5.11\n",
       "pynvml                      NA\n",
       "pyparsing                   3.1.1\n",
       "pyreadr                     0.5.0\n",
       "pythonjsonlogger            NA\n",
       "pytz                        2023.3.post1\n",
       "referencing                 NA\n",
       "requests                    2.31.0\n",
       "rfc3339_validator           0.1.4\n",
       "rfc3986_validator           0.1.1\n",
       "rpds                        NA\n",
       "scipy                       1.11.4\n",
       "send2trash                  NA\n",
       "shapely                     1.8.5.post1\n",
       "six                         1.16.0\n",
       "sklearn                     1.3.2\n",
       "sniffio                     1.3.0\n",
       "socks                       1.7.1\n",
       "sparse                      0.14.0\n",
       "sql                         NA\n",
       "sqlalchemy                  2.0.21\n",
       "sqlparse                    0.4.4\n",
       "stack_data                  0.6.2\n",
       "statsmodels                 0.14.0\n",
       "sympy                       1.12\n",
       "termcolor                   NA\n",
       "texttable                   1.7.0\n",
       "threadpoolctl               3.2.0\n",
       "torch                       2.1.2+cu121\n",
       "torchgen                    NA\n",
       "tornado                     6.3.3\n",
       "tqdm                        4.66.1\n",
       "traitlets                   5.9.0\n",
       "typing_extensions           NA\n",
       "umap                        0.5.5\n",
       "uri_template                NA\n",
       "urllib3                     1.26.18\n",
       "wcwidth                     0.2.12\n",
       "webcolors                   1.13\n",
       "websocket                   1.7.0\n",
       "wrapt                       1.15.0\n",
       "xarray                      2023.12.0\n",
       "yaml                        6.0.1\n",
       "zipp                        NA\n",
       "zmq                         25.1.2\n",
       "zoneinfo                    NA\n",
       "zstandard                   0.22.0\n",
       "
\n", "
\n", "
\n",
       "-----\n",
       "IPython             8.19.0\n",
       "jupyter_client      8.6.0\n",
       "jupyter_core        5.6.1\n",
       "jupyterlab          4.0.10\n",
       "notebook            6.5.4\n",
       "-----\n",
       "Python 3.10.13 | packaged by conda-forge | (main, Dec 23 2023, 15:36:39) [GCC 12.3.0]\n",
       "Linux-5.15.0-1051-gcp-x86_64-with-glibc2.31\n",
       "-----\n",
       "Session information updated at 2024-02-27 05:44\n",
       "
\n", "
" ], "text/plain": [ "" ] }, "execution_count": 88, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import session_info\n", "session_info.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "806e2a3f-fc44-4108-9dc2-3241f5a51602", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:root] *", "language": "python", "name": "conda-root-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.13" } }, "nbformat": 4, "nbformat_minor": 5 }