{ "cells": [ { "cell_type": "markdown", "id": "e7c16e8b-2abd-4e7b-a68f-14a84ff7ce01", "metadata": {}, "source": [ "# Python API for the pycmplot package\n", "\n", "-----" ] }, { "cell_type": "markdown", "id": "f593ebb1-2155-4b53-9159-64631ff683dc", "metadata": {}, "source": [ "## Installation\n", "\n", "Follow instructions in https://pypi.org/project/pycmplot/\n", "\n", "-----" ] }, { "cell_type": "markdown", "id": "8f49dab7-5795-49b4-88e9-dba30208fa49", "metadata": {}, "source": [ "## Import the package functions\n", "\n", "Eight main functions are involved in generating plots\n", "\n", " - `prep_pycmplot_input_info`: \n", " formats input streams correctly for data processing function\n", " - --> auto-detects chrom, pos, snp, pval, and build columns\n", " - --> auto-detects delimiter\n", " - --> returns a dictionary with these information that the function below needs to appropriately handle sumstats.\n", " \n", " - `get_sumstats_and_merged_sector_list`: \n", " processes sumstat for plotting functions (work horse of the package)\n", " - --> trims variants based on `trim_pval` threshold to increase speed and memory efficiency of plotting functions\n", " - --> fixes chrom labels\n", " - --> adds **logP** column if specified\n", " - --> adds a **LABEL** column which is simply the labels provided by user.\n", " - --> converts hg19 to hg38 genome build\n", " - --> identifies lead SNPs based on significance threshold and generates hits table\n", " - --> generates sector size dictionary for circular plots\n", " - --> generates dictionary of genome-wide significance and suggestive thresholds per summary stat\n", " - --> returns a **pycmplot_dict** dictionary containing input information for plotting functions. These include (these are the dict keys):\n", " - **sectors**: a dictionary of sector sizes for circular plotting.\n", " - **dfs**: the loaded summary stats with `trim_pval` applied if set.\n", " - **annot**: a hits summary table generated for potential annotation.\n", " - **lines**: a dictionary of values to use to plot genome-wide significance and suggestive lines.\n", " - **pvals**: a dictionary of raw p-values extracted for qq-plotting before applying `trim_pval` for Manhattan plotting.\n", "\n", "\n", " - `plot_linear`: \n", " generates linear Manhattan plots\n", " - --> returns plt.Axes\n", "\n", " - `plot_circular`:\n", " generates circular Manhattan plots\n", " \n", " - `plot_qq_single`: \n", " generates a qq-plot in user-supplied axis.\n", " - Useful in creating customized multi-panel qq-plots in one figure.\n", " - --> returns plt.Axes\n", " \n", " - `plot_qq_separate`:\n", " generates separate qq-plots per sumstat in different figures.\n", " \n", " - `plot_qq_overlay`:\n", " generates qq-plots in one figures on a single shared axes with different colors per sumstat,\n", " and lambda values included in legend.\n", "\n", " - `plot_qq_combined`:\n", " generates multi-panel qq-plots using `plot_qq_single` arranged \n", " in a configurable column grid in a single figure.\n", " \n", " \n", "***NB:***\n", "> _Auto-detection of column names and delimiter is very important when dealing with multiple sumstats from different projects or tools with different\n", "> column naming styles._" ] }, { "cell_type": "code", "execution_count": 1, "id": "f778281e-94cc-441a-8ec6-143d3fcb6ad1", "metadata": { "tags": [] }, "outputs": [], "source": [ "from pycmplot import (\n", " prep_pycmplot_input_info, \n", " get_sumstats_and_merged_sector_list, \n", " plot_linear, plot_circular, \n", " plot_qq_single, \n", " plot_qq_separate, \n", " plot_qq_overlay, \n", " plot_qq_combined,\n", ")" ] }, { "cell_type": "markdown", "id": "7d0afb20-2412-4161-a7f3-54caf87ee43b", "metadata": {}, "source": [ "## Getting help\n", "\n", "To see the options of a function, simply run `help(function_name)`\n", "\n", "Example:\n", "\n", " - `help(prep_pycmplot_input_info)`" ] }, { "cell_type": "markdown", "id": "8381f317-72a7-4c0b-92c1-4b402ba82229", "metadata": {}, "source": [ "# Example plotting\n", "\n", "- Prepare lists of your summary stats and their corresponding labels" ] }, { "cell_type": "code", "execution_count": 6, "id": "6d216762-004e-4b94-9f09-13c4fa7c58d7", "metadata": {}, "outputs": [], "source": [ "sumstats_list = [\n", " '/data/awonkam1/kesoh/gwas/sitt/sumher/pycmplot/sitt_all_panels_nHbF_agecut-5_kvik1.step2.assoc.gz', \n", " '/data/awonkam1/kesoh/gwas/sitt/sumher/pycmplot/sitt_all_panels_nMCV_agecut-5_kvik1.step2.assoc.gz'\n", "]\n", "labels_list = ['HbF','MCV']" ] }, { "cell_type": "markdown", "id": "d6862585-29a4-4fb2-8d3e-59e56383351e", "metadata": {}, "source": [ "- Pass these lists to the `prep_pycmplot_input_info` function\n", "- These files include summary stats from multiple imputation panels in different genomic \n", " coordinates concatenated together and a column 'BUILD' added to indicate the build of each position" ] }, { "cell_type": "code", "execution_count": 3, "id": "c27038b7-04c9-4029-80ec-017ab390f94f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'HbF': [['CHR', 'POS', 'SNP', 'P', 'BUILD'],\n", " {'CHR': 'category',\n", " 'POS': object,\n", " 'SNP': str,\n", " 'P': float,\n", " 'BUILD': 'category'},\n", " {'CHR': 'CHR', 'POS': 'POS', 'SNP': 'SNP', 'P': 'P', 'BUILD': 'BUILD'},\n", " '\\t'],\n", " 'MCV': [['CHR', 'POS', 'SNP', 'P', 'BUILD'],\n", " {'CHR': 'category',\n", " 'POS': object,\n", " 'SNP': str,\n", " 'P': float,\n", " 'BUILD': 'category'},\n", " {'CHR': 'CHR', 'POS': 'POS', 'SNP': 'SNP', 'P': 'P', 'BUILD': 'BUILD'},\n", " '\\t']}" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sumstat_info_dict = prep_pycmplot_input_info(\n", " sum_stats=sumstats_list,\n", " labels=labels_list\n", ")\n", "\n", "# take a look at the dictionary: the function has auto-detected column names and delimiter\n", "sumstat_info_dict" ] }, { "cell_type": "markdown", "id": "5c726956-fedb-47e2-aa3a-2c2018e1ec92", "metadata": {}, "source": [ "## Important notes\n", "- Hits table will be generated here containing variants and their gene annotations at the set significance threshold using the `signific_threshold` option.\n", "- If say you use a different p-value threshold to highlight positions in the plotting functions, those positions will be highlighted but will not be annotated because annotations in the `hits_table` were generated using a different p-value threshold.\n", "- If you wish to annotate all highlighted positions, then use the same `signif_threshold` and `highlight_threshold` everywhere.\n", "\n", "- For instance, below we use the default genome-wide significance threshold by not setting any value" ] }, { "cell_type": "code", "execution_count": 4, "id": "ab4a538f-1ea6-43f2-81db-e7d469945ab4", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Loading MCV from /data/awonkam1/kesoh/gwas/sitt/sumher/pycmplot/sitt_all_panels_nMCV_agecut-5_kvik1.step2.assoc.gz …\n", "[INFO] Loaded 82710042 variants from summary stat file, using 6.84 GB of memory\n", "[INFO] Extracting raw p-values for QQ-plotting ...\n", "[INFO] Excluding variants with p-value less than 0.01 to speed up Manhattan plotting ...\n", "[INFO] 854187 variants remain after trimming, using 7.74 MB of memory\n", "[INFO] Adding a 'logP' column ...\n", "[INFO] Normalizing chromosome names {\"23\": \"X\", \"24\": \"Y\", \"M\": \"MT\", \"MTDNA\": \"MT\"} ...\n", "[INFO] Converting hg19 coordinates to hg38 ...\n", "[INFO] Loading LiftOver chain file: /home/kesohku1/projects/gwas/scripts/pycmplot/pycmplot/data/hg19ToHg38.over.chain.gz\n", "[INFO] Extracting variants to highlight ...\n", "[INFO] Loading HbF from /data/awonkam1/kesoh/gwas/sitt/sumher/pycmplot/sitt_all_panels_nHbF_agecut-5_kvik1.step2.assoc.gz …\n", "[INFO] Loaded 82710042 variants from summary stat file, using 6.84 GB of memory\n", "[INFO] Extracting raw p-values for QQ-plotting ...\n", "[INFO] Excluding variants with p-value less than 0.01 to speed up Manhattan plotting ...\n", "[INFO] 890427 variants remain after trimming, using 8.07 MB of memory\n", "[INFO] Adding a 'logP' column ...\n", "[INFO] Normalizing chromosome names {\"23\": \"X\", \"24\": \"Y\", \"M\": \"MT\", \"MTDNA\": \"MT\"} ...\n", "[INFO] Converting hg19 coordinates to hg38 ...\n", "[INFO] Extracting variants to highlight ...\n", "[INFO] Loading gene info from: /home/kesohku1/projects/gwas/scripts/pycmplot/pycmplot/data/Homo_sapiens.GRCh38.geneinfo.tsv.gz\n", "[INFO] Annotating lead variants and generating hits summary table ...\n", "[INFO] Locus summary written to: test_pycmplot_python_api.tsv\n", "[INFO] Computing per-sumstat sector sizes (chrom → [min_pos, max_pos])\n", "CPU times: user 4min 26s, sys: 22.6 s, total: 4min 49s\n", "Wall time: 4min 50s\n" ] }, { "data": { "text/html": [ "
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12604931112:60493111:SNV3.039700e-18hg3817.517169HbF60493111hg38True...False46BCL11Aprotein_coding4.00False1.01.00.0
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2 rows × 24 columns

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" ], "text/plain": [ " CHR POS SNP P BUILD logP LABEL \\\n", "1 2 60493111 2:60493111:SNV 3.039700e-18 hg38 17.517169 HbF \n", "0 16 258003 16:258003:SNV 1.094200e-13 hg38 12.960903 MCV \n", "\n", " OLD_POS OLD_BUILD genic ... promoter_upstream_flag gene_density \\\n", "1 60493111 hg38 True ... False 46 \n", "0 258003 hg38 True ... False 150 \n", "\n", " top_gene biotype priority_score distance promoter_flag \\\n", "1 BCL11A protein_coding 4.0 0 False \n", "0 FAM234A protein_coding 4.0 0 False \n", "\n", " distance_score biotype_weight promoter_bonus \n", "1 1.0 1.0 0.0 \n", "0 1.0 1.0 0.0 \n", "\n", "[2 rows x 24 columns]" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "%%time\n", "pycmplot_dict = get_sumstats_and_merged_sector_list(\n", " sum_stats=sumstats_list,\n", " labels=labels_list, \n", " file_info=sumstat_info_dict, \n", " logp=True, \n", " table_out=\"test_pycmplot_python_api\", \n", " trim_pval=0.01\n", ")\n", "\n", "merged_assoc_sector_sizes = pycmplot_dict[\"sectors\"]\n", "sumstats_loaded = pycmplot_dict[\"dfs\"]\n", "hits_table = pycmplot_dict[\"annot\"]\n", "signif_lines = pycmplot_dict[\"lines\"]\n", "pval_dict = pycmplot_dict[\"pvals\"]\n", "\n", "hits_table" ] }, { "cell_type": "markdown", "id": "fbae272e-d994-4825-bcb9-9befeeb33a1a", "metadata": {}, "source": [ "## Generating a linear plot\n", "\n", "- We use the results of the function above.\n" ] }, { "cell_type": "markdown", "id": "e20dcb76-db04-436f-bb0b-c47b32dd5d2c", "metadata": {}, "source": [ "### No highlighting of significant loci" ] }, { "cell_type": "code", "execution_count": 5, "id": "ade50836-6f94-4e19-b3d1-8559b27f6fe9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Plotting: HbF ...\n", "[INFO] Plotting: MCV ...\n", "[INFO] Saved linear Manhattan plot: /home/kesohku1/projects/gwas/scripts/pycmplot/testpycmplotpythonapi_hbf_mcv_lm_logp.png\n", "CPU times: user 47.4 s, sys: 3.01 s, total: 50.4 s\n", "Wall time: 48.5 s\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time\n", "axes = plot_linear(\n", " sumstats_loaded=sumstats_loaded, \n", " hits_table=hits_table, \n", " plot_title=\"test_pycmplot_python_api\",\n", " output_format='png',\n", " dpi=300, chr_spacing=9e6,\n", " point_size=5, linear_track_spacing=0.01,\n", " signif_lines=signif_lines,\n", " logp=True, colors=['steelblue','orange'], \n", " figsize=(10, 4), \n", " trim_pval=0.001\n", ")" ] }, { "cell_type": "markdown", "id": "80f5fd44-bca4-4498-838e-e7e9633a73c3", "metadata": {}, "source": [ "## Generating a linear plot\n", "\n", "- Let's include annotation\n", "- We will use the **top_gene** column of the hits table for annotation\n", "- We add an extra annotation track to `track_heights`, the first value" ] }, { "cell_type": "code", "execution_count": 6, "id": "5ff0ddd7-47ee-40f9-81f5-fdc5d106d17a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Annotate by: nearest_upstream_gene\n", "[INFO] Plotting: HbF ...\n", "[INFO] Plotting: MCV ...\n", "[INFO] Saved linear Manhattan plot: /home/kesohku1/projects/gwas/scripts/pycmplot/testpycmplotpythonapi_hbf_mcv_lm_logp.png\n", "CPU times: user 49 s, sys: 3.13 s, total: 52.1 s\n", "Wall time: 50.3 s\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time\n", "axes = plot_linear(\n", " sumstats_loaded=sumstats_loaded, \n", " track_heights=[0.5,1,1], \n", " hits_table=hits_table, \n", " plot_title=\"test_pycmplot_python_api\",\n", " annotate='gene',\n", " #label_col='top_gene', \n", " output_format='png',\n", " dpi=300, chr_spacing=9e6, linear_track_spacing=0.02,\n", " point_size=8,\n", " signif_lines=signif_lines,\n", " logp=True, colors=['steelblue','orange'], \n", " figsize=(10, 4), \n", " trim_pval=0.001\n", ")" ] }, { "cell_type": "markdown", "id": "c8a1342b-3fbb-49ee-b3c4-5d576af577eb", "metadata": {}, "source": [ "## Highlighting significant loci and annotating by SNP" ] }, { "cell_type": "code", "execution_count": 7, "id": "ef679dd5-7a10-46a8-94c9-063271a03f81", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Annotate by: SNP\n", "[INFO] Plotting: HbF ...\n", "[INFO] Plotting: MCV ...\n", "[INFO] Saved linear Manhattan plot: /home/kesohku1/projects/gwas/scripts/pycmplot/testpycmplotpythonapi_hbf_mcv_lm_logp.png\n", "CPU times: user 50.9 s, sys: 3.81 s, total: 54.7 s\n", "Wall time: 52.5 s\n" ] }, { "data": { "image/png": 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I33//HXd3dzp06MDdd99tGiG6RYsWbNiwgbZt2wLg7u5OfHw8169fN71fEmFhbdJnWIhCBAYGUr9+fV544QUAtFqt2bRIiqKg0+l4+umn8fPz44cffuDRRx9l0qRJeHl5WStsIYQQQogqcf78efr06cPu3bv5/fffefLJJ/nss89Mrzdp0sSUCCuKQmRkJF26dKFDhw7WClmIAqRmWIh8wsPDeeqpp2jXrh379+/nr7/+YuzYsWZzCms0GoxGI25ubixevJimTZtSu3ZtDh8+TJMmTawYvRBCCCFE5VEUhezsbD755BMeffRRvv76a0JDQ1m+fDkzZ87E09OTqVOnmppLg3rftHz5chwdHWnYsKGV90CIXFIzLEQeiqKwZcsW2rRpwzfffIO3tzcrVqwgPDy8wLJarZbMzEy++OIL3Nzc2L17Nz169LBC1EIIIYQQVUOj0eDo6EhYWBjNmzcHoGnTpkyaNIlnnnmGRYsWceTIEVMifPToUd566y2+/fZbvv/+e+rWrWvN8IUwIzXDQuSh0WgYOXIktWrVYujQoTg4ODB8+HD69u3Lq6++WqDv8MGDB9m8eTM7duyQZj9CCCGEqPaMRiMGg4Ho6Gj0er3peX9/f8aPH8/GjRvZt28ft9xyC1euXOHtt9/m6tWr7N69my5dulgxciEKktGkhSjBZ599xttvv82OHTsYMGCAWbOfmJgYjEYjfn5+Vo5SCCGEEKLqvPrqq5w9e5bly5fj6+trev5///sff/75J2fOnMHNzY3Dhw/ToEEDGjVqZMVohSicNJMWNV54eDj//vsva9asMT2XM1E8wKRJkxgzZgzTp08nODgYjUbDnj17SEtLo27dupIICyGEEKJaCw8PZ9++fezcudP0XK9evTh06BCnTp0CICMjA4ChQ4cCkJaWBsCtt94qibCwWdJMWtRop0+fZsyYMQBEREQwefJk5s+fb9YUul69ejz66KPMmjWL5cuXc/HiRc6dO8fmzZtxc3OzVuhCCCGEEJXuzJkzjBw5EldXV+Lj4+nWrRvr16/n4Ycf5o8//uCxxx7j5MmTpr7AGo0GV1fXAlNSCmGL5CgVNVZgYCBDhw7loYceYt26dUyfPp0LFy6QkpJiWianhvi+++5j8ODBzJgxg7///puFCxeaNQkSQgghhKhuEhISmDJlCk899RRbt25l2bJlBAcHc/vttwPwxRdfUK9ePYYMGUJkZCRZWVls376d+vXr4+LiYuXohSiZJMOiRkpKSmL69OlMmjSJOXPm0KlTJ3r16oWfnx+Ojo6m5bRaLQaDAVBLOr29vTl06BA9e/a0VuhCCCGEEFUiNTWV5ORk7rnnHpo2bcqdd97Jr7/+SkhICFOnTqVly5Z8/fXXeHh40KBBAwYNGsTChQtNM20IYeukmbSokTw9PRkyZIjZqIYHDx7k6NGj9O3bl/vvv58333wTJycndDodixYt4uuvv+bIkSMyarQQQgghaoTY2FgSExOpX7++6bmePXvyv//9j0WLFnHy5EkGDRrEf//9x99//42zszM9evSgRYsWVoxaiNKT0aRFjWMwGNDpdGbPzZo1i48++oipU6fi4ODA119/zfz583n++ecBNVGuW7cuLVu2tEbIQgghhBBVLiUlhbZt2/L888/z9ttvm54PCwujd+/evPjii7z11ltWjFCIipGaYVFjZGRk4OLiYkqGc/6flpZGdnY2a9euZfjw4QCkp6fzzz//MGnSJNzd3enTp4+VoxdCCCGEqFyxsbFERkbi5uZGs2bNqFWrFvfccw/79+8nOjqaevXqkZ2dTaNGjZg4cSKHDx8mOzsbrVYrA2YJuyRHragRzp07x/jx4xk5ciRjx44lLCwMnU6H0WjEzc2Nd955x5QIg5oMa7Va3N3drRi1EEIIIUTVOHPmDAMGDGDcuHG0atWKn3/+GYAJEyawceNGfvvtNwBT67rk5GRSU1NxcHCQRFjYLTlyRbV36dIl7rjjDpo3b07v3r1JTk6mV69eBAcHo9VqMRqNODs7A6AoChkZGRgMBvr162d6TgghhBCiugoODmb48OHcc889/PXXX7z88st8+OGHpKWlcfvttzN79mzefPNNVq5ciUajAdT7o27duqEoitwrCbslzaRFtbd48WKGDh3K119/DcCIESPo3bs3999/P9u3b6d27dqmZQ0GA7Nnz2bPnj289957AKaTvhBCCCFEdbRy5Ur69u3LZ599BsCwYcOIjo42jQj90ksvERUVxcMPP8yyZcvQaDTs3r2bvXv3yn2SsGtSMyyqhDVLDQMCAmjSpInpcf369Wnfvj3JycnMmzfPNJfw33//zZQpU/j222/5559/aN26daXFVJ1LUavrvlWn/bL3fbG3+O0hXluO0RZjs8WYQOKyte1X9XYrsr2AgAAcHHLryA4cOEBgYCAvvvgi69evR6vV8vXXX/P777/j6elJw4YN2bNnj8Vn2Kisz8wS67VUbOVZT3m3be3fXllZI1apGRbVlqIoaDQa3N3dCQwMND0fExNDgwYNcHd3Z926dbz//vsAJCYmkpSUxN69e2X6JCGEEEJUazn3SaBWFPz8888sXLiQo0ePsmTJEh599FFOnz7Nv//+yzPPPMPLL7/MhAkTGDduHBqNRmqERbUgUyuJKpFzmFXFiTM4OJi4uDh69eoFwIIFC/jpp5+44447uP3225kwYQLvv/8+U6ZMoUWLFmzdupXu3bsD6hQCtWrVqvQYq/LzqGrVdd+q037Z+77YW/z2EK8tx2iLsdliTCBx2dr2q3q7ZdneyZMn2bFjB8899xzOzs4kJSXxwgsvEBERwZkzZ/jpp5+4++67ARgzZgwJCQns2LEDrVZbqftVWeu2xHotFVt51lPebVv7t1dWeQtoqoo0kxbVSlRUFLfddhvPP/88V69eBWDixIl07dqV1atX8/DDDzNlyhRee+01srKyMBqNZGRkmN5fFYmwEEIIIYS1nD59mh49ehATE2MaQNTT05NffvmFL7/8ktatW3PLLbeQlZUFQI8ePdDr9XbV3FaI0pJm0qJaSUhIoH379oSGhrJ582aefPJJPDw8WLhwIQkJCSQkJNC2bVtAnTC+Y8eOtGzZ0spRCyGEEEJUvlOnTnHbbbfx5ptvMmfOHNPzRqMRrVbL+fPnyczMpG7duqbXQkND6dKli93ULgpRFpIMi2rFw8ODadOmsWnTJmbMmMHw4cNp0qQJOp0OPz8//Pz8TMv+/vvvaDQaU6moEEIIIUR1deXKFbp3787MmTOZOXMmBoOBwMBAXFxc8Pb2xtfXl65du3L06FFmzJjBiBEjWL16NRs3bmTnzp0yl7ColuSoFtVKfHw8hw8fZvbs2fj4+DBlyhRAnWs4x759+xg/fjyLFy9m/vz5eHl5WStcIYQQQogqERkZia+vr6mF3AMPPMD9999Pz549ee655zh+/Djt2rVj7ty5fPXVVzzxxBNs2bKFzZs3065dOytHL0TlkGRYVCsNGjRAURRq167Ne++9R0REBE2bNmXEiBGmvsH16tVDp9Oxe/duunTpYuWIhRBCCCEqX4cOHXjmmWdYtmwZXbp0ITExkZkzZ/LKK69w4cIFFixYQFZWFi+99BKBgYGsXbuWHTt20K1bN2uHLkSlkdGkRZWoqtHssrOzee6551i0aBEA3bt3JygoiEWLFvHQQw+ZlsvMzLRq82h7G92vLKrrvlWn/bL3fbG3+O0hXluO0RZjs8WYQOKyte3b4mjSJ06cYOzYsbRq1Yrly5fj6+sLwKeffsoXX3zBmTNn8Pf3r/B2yktGk7bstq392ysrGU1aiFIKCQnh119/ZdGiRdy4cQOj0QiocwiHh4cD8NRTT3H9+nWcnJxYvXq12fuln7AQQgghqrNr167x999/s3TpUuLi4lAUhe7du/PLL7/w0EMP4e3tTXZ2NgDPP/88Go2GgIAAK0ctRNWSAbSE3QkICGDQoEF07NiRgwcP8uOPP/Laa69x7733Ur9+fXx9fRk7diwHDhzgyJEj3Lhxg169etG9e3feeusta4cvhBBCCFGpzpw5w1133YWvry/nzp2jf//+/P3339SpU4f+/fvTt29fdDqdqebw2LFj+Pr60rx5cytHLkTVkpphYVeysrKYPn06TzzxBDt37iQ6OhpPT08+/fRT9u/fD6gXgCNHjrBhwwaaNGlCt27dWLBgAaNHj7Zy9EIIIYQQlevKlSs8+OCDTJ48mW3btnH06FGOHTvGL7/8YlomZ2TonCapmzdvpkmTJtSuXdsqMQthLdJnWFQJS/VZSEtLo3///rz33nvce++9ACQlJXHbbbdRt25dduzYwbZt26hfvz4dOnQwvS9n/jxbYW99OMqiuu5bddove98Xe4vfHuK15RhtMTZbjAkkLlvbvjX6DBsMBr7++msuXLjA559/jre3NwBDhw6lQ4cOfPPNN2b9Mo8cOcKKFStYsmQJO3fupHPnzqXaDkif4apcj/QZrjzSTFrYFZ1Oh16vJzk5GYCMjAw8PT1ZuXIlffr0YdGiRabplPKypURYCCGEEKIyaDQa0tPT6d69uykRBmjatCmurq5AbsJx/fp1fv/9dzZt2sT27dtLlQgLUd1IhiBsXmxsLDExMQA4ODjg5ubGjh07AHBxccFoNNKyZUvuvfdedu7cCeSWhAkhhBBC1BRarZZp06bx3HPPAWAwGFAUheDgYFMynFNBULduXR577DF27NhB165drRazENYkybCwaWfOnOGee+5h/fr1pKWlodPpePnll9m4cSObNm0C1JO6i4sLQ4cOZe/evaSkpFg5aiGEEEKIqqcoCrVq1TL9rdPp0Gg0ZGZm4ufnZ1ru0qVLODo60rNnTxo0aGCtcIWwOkmGhc0KDAxk8ODB9OrVi+HDh+Pm5gaocwe3a9eO3377jYsXL5qWNxqN1K9fn1q1atlN3wghhBBCiIoyGAyAed9QjUaD0WhEr9ej1+vp2LEjAK+//jq33XabqcuZEDWZJMPCJmVlZfHZZ5/x+OOPM3/+fOrXr2+aC699+/ZMnTqVLVu28MMPP3D27FlATZ4bNWpEZmamNJMWQgghRLWWlZUF5NYAK4rC+PHjzSoKtFotSUlJhIWF4eXlxQcffMAPP/zAhg0b8PDwsFboQtgMGUBL2CQnJyfCwsKYPHkyer2eqVOnEhoaisFgYMGCBUyYMIGEhAS++OIL1q9fj5+fHwEBAezYsQNnZ2drhy+EEEIIUWkCAgJ46623mD9/Ps2aNQMgJiaGnTt3smDBAubNm2daVqvV4ufnx8yZM9m4cSP79++nZ8+eVopcCNsiybCwOUajkcjISK5du0bt2rUZP3480dHRtG/fnkOHDjFixAgOHjzI1KlTadu2LYGBgSQmJvLjjz/SunVra4cvhBBCCFFpAgICGDRoEKNHjyYxMRFQa4fr1q3L6tWradOmjWlZRVEIDQ3l1KlTBAcHc/jwYRksS4g8ZJ5hUSXKOs+ZoiiMHj2avn37cuLECRYuXIivry+JiYkMGjSIli1b8tdff1VmyJXK3uZ9K4vqum/Vab/sfV/sLX57iNeWY7TF2GwxJpC4bG37lbHdhIQERo0axS233MLcuXMLbM9oNKLT6cyeDwkJ4ZVXXmHOnDmmfsMVIfMMyzzDlcUa8wxLn2FhkzQaDb6+vsycOZPw8HDc3d1RFAUvLy+efvppoqOjycjIsHaYQgghhBBVJiEhAUdHRz744AOMRiNffvklb7zxBqtWrSImJsY0bRJgqjRo3rw5v/zyi0USYSGqG0mGhc3IGSDLaDQCMHv2bDp06EBqaiouLi6mkiIXFxeZPkkIIYQQNc7Vq1cxGAx4eHgwcOBAli5dysqVK3n11Vf59NNPTc2mDx8+zIMPPsiiRYsA8PLysmbYQtgsSYaFzXBwcMBoNLJkyRLS0tKoXbs2EydO5Pr160yfPt20XEBAAG3bti3QDEgIIYQQojpzcHDg/PnzfPTRR/j7+7Np0yZCQ0N54oknWL16NRcuXACgadOmvPrqqwwYMMDKEQth26TPsKgShfVZuH79OhcvXiQjI4Phw4cDsGTJEp588kn27t3LbbfdRkxMDB9//DEbNmzAwcGBjh07sm3bNnbu3Ennzp2tsi+WYG99OMqiuu5bddove98Xe4vfHuK15RhtMTZbjAkkLlvbviW2m5aWhpubG0ajEa1Wi16v55FHHuHq1asMGTKE2bNnm5bt06cP3bp1Y+HChQDo9XocHR0rthOFkD7D0me4skifYVFjnDlzhoEDBzJx4kTGjx/PsGHDAJg0aRJz5swxjQpdt25d3nnnHebNm8fAgQPp0qUL+/bts+tEWAghhBCiJOfOnaN3796cOXMGrVaL0WjE0dGR+vXrc/jwYQwGA5Dbzaxly5bo9XrT+ysjERaiupGaYVEl8pZMBQcHM2TIEB5++GEeeeQRdu7cyaxZs1i4cCH33nsvBoPB1ATaGiVEVcHeSurKorruW3XaL3vfF3uL3x7iteUYbTE2W4wJJC5b235FthsaGsqoUaM4e/YsvXv3ZsOGDdSuXRtQx1bp27cvKSkp7N69G19fXwAmTJhAp06dePfddyv1/klqhqVmuLJIzbCo9jIzM5k/fz4jR45k5syZdOjQgWeeeQYXFxcuXrwIYNYXOCQkBMgdVEsIIYQQojrLysri999/p3fv3vz000/o9XrmzZtHZmYmAFqtloULF5KamsrIkSP55JNPeOGFF9i+fTvjxo0D7Cf5EcLaJBkWVcrZ2Rl3d3datWqFk5MTWVlZ6HQ62rRpg4+Pj9myX3zxBXfffTfp6elmUwUIIYQQQlRXTk5OdOjQgdGjRzNx4kT69OnDH3/8wcmTJ03LdO/enW3btuHl5cWmTZu4fPky//77r6mbmRCidKSZtKgSiqKgKAparZaYmBjq1q0LYBoQolu3brz44os89dRTpvccPnyYhx56iJ07d9K4cWNrhV4p7K3ZSllU132rTvtl7/tib/HbQ7y2HKMtxmaLMYHEZWvbr+h2c5qMZmZm0r17dxo1asTWrVuB3PsnUGuSjUYjzs7OFdpeWeKqrO1IM2nLbtvav72ykmbSolrLObhzEuGc5BjUk3pOXxiA4OBgbr31Vk6ePFntEmEhhBBCiJJoNBr0ej3Ozs789ttvHD58mLfeegtQ76EuXboEqDXJLi4u1gxVCLvlYO0ARM2l0WjIzs4mOTmZlJQUWrZsCcDMmTPZvHkz27Ztw8PDw8pRCiGEEEJYR86I0B06dODNN99k2bJl3HLLLRw8eJCrV6+yZMkSXF1drRylEPZLkmFhVQ4ODiQmJpKUlISPjw8fffQRH3/8MQcPHqRWrVrWDk8IIYQQwupcXFwYO3Ys27ZtY+rUqSQmJnL48GFJhIWoIEmGhdVptVpatWrFe++9x7Jlyzhw4AA9evSwdlhCCCGEEDajbdu2uLu7YzAYOH78OJ06dbJ2SELYPUmGhdWFhIRw+PBhLl68yMGDB+nevbu1QxJCCCGEsCmvvvoq69ev58SJE5IIC2EhMoCWsLpmzZrRoEED9u3bJ4mwEEIIIUQ+iqLQtWtXTpw4QdeuXa0djhDVhkytJKpESUO7p6Wl4ebmVpUhWZW9DXVfFtV136rTftn7vthb/PYQry3HaIux2WJMIHHZ2vYtvd2Spp2pqv2UqZVkaqXKIlMriRqrJiXCQgghhBBlZS8JjRD2RJJhIYQQQgghhBA1jiTDQgghhBBCCCFqHEmGRZXS6/UkJiZaOwwhhBBCCJsUHx+PwWCwdhhC1AiSDIsqFxQURHR0tLXDEEIIIYSwOZmZmZw+fRq9Xm/tUISo9iQZFlXK0dGRLl26EB4ezvXr160djhBCCCGETfH396dhw4acPn2arKwsa4cjRLUmybCocjkJcXR0tNQQCyGEEELkU69ePZo1a8aZM2fIzs62djhCVFuSDAur0Ol0dOrUiWvXrhEfH2/tcIQQQgghbIqvry8NGzbk7NmzGI1Ga4cjRLUkybCwGgcHBzp16kRQUBDJycnWDkcIIYQQwqb4+/vj6+vL+fPnURTF2uEIUe1IMiysytnZmY4dO3L+/HnS09OtHY4QQgghhE1p3Lgxzs7OBAUFSUIshIVJMiyszs3NjXbt2nH27FnpFyOEEEIIkU/Lli3R6/WEh4dbOxQhqhVJhoVN8PT0pEGDBgQFBVk7FCGEEEIIm6LRaGjbti2RkZGkpqZaOxwhqg1JhoXNaNCgAXq9npiYGGuHIoQQQghhU3Q6HW3btiUwMFAG1BLCQiQZFjYjp9QzJCSEzMxMa4cjhBBCCGFTPDw8qFOnDsHBwdYORYhqQZJhYVOcnJxo2bIlgYGBMkiEEEIIIUQ+TZo0ISUlRaamFMICJBkWNsfX1xcXFxeioqJQFIXk5GTOnj1LYGCgtUMTQgghhLAqjUZDu3btCAoKwmg0YjAYCA8P5+DBg9KfWIgycrB2AEIUplGjRuzduxcHBwfS09PJzs6mcePG1g5LCCGEEMLqnJ2dcXFxYdeuXaSlpWE0GqUfsRDlIMmwsCmZmZmcPn2aqKgokpKScHV1xcfHh7S0NNzc3KwdnhBCCCGEVYWFhREYGEhaWhqxsbE0adIEnU5HamoqTk5O1g5PCLsizaSFTdFqtaSkpKDRaPD39zeVdhoMBtzd3a0dnhBCCCGE1aWmpuLu7k7t2rVJTk42Pe/gIPVcQpSFJMPCpjg6OtK/f3+8vb1JT0+nVq1aJCYmAuDi4mLl6IQQQgghrKtRo0b07t2btLQ0XF1dSU1NJTs7GwcHBzQajbXDE8KuSDIsbI6joyN9+vShbt26aLVaUlNTURRFmv4IIYQQQgD+/v7069cPvV6Pm5sbiYmJODs7WzssIeyOJMPCJul0Onr16kXjxo3RaDSkp6dLMiyEEEIIcVPt2rUZMGAAzs7OJCYmSgs6IcpBkmFhs7RaLV27dqVLly6kpKRIMiyEEEIIkYenpyeDBw/G3d0dg8Fg7XCEsDsaRVEUawchhBBCCCGEEEJUJakZFkIIIYQQQghR40gyLIQQQgghhBCixpFkWAghhBBCCCFEjSPJsBBCCCGEEEKIGkeSYSGEEEIIIYQQNY4kw0IIIYQQQgghahxJhoUQQgghhBBC1DiSDAshhBBCCCGEqHEkGRZCCCGEEEIIUeNIMiyEEEIIIYQQosaRZFgIIYQQQgghRI0jybAQQgghhBBCiBpHkmEhhBBCCCGEEDWOJMNCCCGEEEIIIWocSYaFEEIIIYQQQtQ4kgwLIYQQQgghhKhxJBkWQgghhBBCCFHjSDIshBBCCCGEEKLGkWRYCCGEEEIIIUSNI8mwhSmKQlJSEoqiWDsUIYQQQgghhBBFkGTYwpKTk/Hy8iI5OdnaodgURVEsUkBw9uxZC0RjfZb6PGxRdd236rRf9r4v9ha/PcRryzHaYmy2GBNIXLa2/arerqIonD17lri4uErfTmXtV2Wt2xLrtVRs5VlPebdt7d9eWVkjVkmGhRBCCCGEqCYMBoO1QxDCbkgyLOyHIRMUOcELIYQQQhQlKSnJ2iEIYTckGRa2T1Ew7riPMy80Inr6GM7MfgZjdra1oxJCCCGEsDmOjo7WDkEIu+Fg7QCEKNHFhZxZsZeAvXUBDZEhezDWmk/Xl6dZOzIhhBBCCJvi4uJi7RCEsBtSMyxs37U/uHS0NqC5+YSGS8uXWzMiIYQQQgibJIO4ClF6kgwL21dvAIZs80PVkCXNpIUQQggh8nNycrJ2CELYDUmGhe3rNAPfxlogd7h13y5drBePEEIIIYSNkj7DQpSeJMPC9mkdGDjrcdy9DWi0Cu7+dRi4YIG1oxJCCCGEsDmpqanWDkEIuyHJsLB90Xu5sPgLUhN0KEYNqZExXFi61NpRCSGEEELYHBlAS4jSk2RY2L6UIGKuuZF3AK2YY0esGZEQQgghhE3SauX2XojSkl+LsH0+PajTKI3cPsMKdXr0smZEQgghhBA2KS0tzdohCGE3JBkWti/4dzIzzZ/KTIy1TixCCCGEEDZMmkkLUXqSDAvbd2k+lw7XxWye4WWrrBmREEIIIYQQws5JMixsnzHL2hEIIYQQQtiFjIwMa4cghN2QZFjYATlMhRBCCCFKw83NzdohCGE3JMsQdkApeREhhBBCCIHRaLR2CELYDUmGhe3TOls7AiGEEEIIuyDNpIUoPUmGhe3T6JDaYSGEEEKIkrm7u1s7BCHsRo1Khnfv3s2oUaNo0KABGo2G1atXm70+adIkNBqN2b/hw4dbJ1iRy5BE7kjSQgghhBCiKHq93tohCGE3alQynJqaSteuXfn222+LXGb48OFERESY/i1fvrwKIxRCCCGEEKL8srJkFg4hSsvB2gFUpREjRjBixIhil3F2dsbf37+KIhJCCCGEEMJyPDw8rB2CEHajRtUMl8bOnTupV68ebdu25dlnnyU2NrbY5TMzM0lKSjL7J4QQQgghhDXIAFpClJ4kw3kMHz6cX375hW3btvHpp5+ya9cuRowYgcFgKPI9H3/8MV5eXqZ/jRs3rsKIawqdtQMQQgghhLAL0mdYiNKrUc2kSzJhwgTT3507d6ZLly60bNmSnTt3MmTIkELfM336dF599VXT46SkJEmILU6SYSGEEEKI0vD09LR2CELYDakZLkaLFi2oU6cOQUFBRS7j7OyMp6en2T9hYVona0cghBBCCGEX0tLSrB2CEHZDkuFihIWFERsbS/369a0dSs2mlQYMQgghhBClkZ2dbe0QhLAbNSrLSElJMavlDQkJ4eTJk9SuXZvatWvzwQcfMHbsWPz9/bl8+TJvvvkmrVq1YtiwYVaMWqAU3WdbCCGEEELk8vHxsXYIQtiNGlUzfPToUbp370737t0BePXVV+nevTvvvfceOp2O06dPM3r0aNq0acNTTz1Fz5492bNnD87OzlaOvIbz6mztCIQQQggh7EJiYqK1QxDCbtSomuHBgwejKEqRr2/ZsqUKoxGl5t0WOABorB2JEEIIIYRNMxqN1g5BCLtRo2qGhZ2K2Y8kwkIIIYQQJfPz87N2CELYDUmGhe1LDbd2BEIIIYQQdiE6OtraIQhhNyQZFrbPycvaEQghhBBC2IXiugQKIcxJMixsX8ORQL4Tu1YOXSGEEEKI/Pz9/a0dghB2QzIKYfsMmWh15k9pHWrU2G9CCCGEEKUSGRlp7RCEsBuSDAvblxpM/oERjTKhvBBCCCGEEKICJBkWts+jLRqteTNpjU5XxMJCCCGEEDWXNJMWovQkGRa2T+eMg4N5Muzg4mylYIQQQgghbJc0kxai9CQZFrbPow1Orgazp5w8Pa0UjBBCCCGEEKI6kGRY2L4WE2neHfKOKN189BirhSOEEEIIYaukmbQQpSfJsLB9Tl50+vwwnR+9Ha8Ojen8/PN0mjrV2lEJIYQQQtgcaSYtROnJ/DTCLmhda9N5+rdozp6lU6dO1g5HCCGEEEIIYeekZlgIIYQQQohqQppJC1F6kgwLIYQQQghRTUgzaSFKT5JhIYQQQgghhBA1jvQZFvYh7TpcXYV3XCoY24LW0doRCSGEEELYHGkmLUTpVTgZvnHjBjdu3ECj0VCnTh18fX0tEZcQudKjMK7vRsAOiLnmSvzGrXT8aBtaBynLEUIIIYTIKzIykpYtW1o7DCHsQpmzidTUVP744w/WrFnD/v37uXHjhtnrderUoW/fvtx77708+OCDuLu7WyxYUUNFbCZgh8KZ3XUBDZEhMdBoAZ1feMXakQkhhBBC2BSNRmPtEISwG6VOhmNjY/n444/54YcfyMjIoEuXLowZM4YWLVrg4+ODoijEx8cTEhLCsWPHmDx5Mi+++CLPPPMMb731FnXq1KnM/RDVmWsDYq65ATkndw0xJ85YMyIhhBBCCJtUr149a4cgRKV74oknSrXczz//XOzrpU6GmzVrRqtWrfj8888ZO3YsdevWLXb5mJgY/vrrLxYtWsSiRYtISkoq7aaEMOd/J3V79CQyJBDQgAbq9uxp7aiEEEIIIWxOVFQUtWrVsnYYQlSqxMREs8epqals376dUaNGlWk9GkVRlNIsuGXLFoYNG1amlVvivfYmKSkJLy8vEhMT8fT0tHY4NiPnMCtv0x1jZgoB38wk9MhFmt4+go5Tpth1n+GKfh62rLruW3XaL3vfF3uL3x7iteUYbTE2W4wJJC5b235Vb1dRFAICAnB3d6d58+aVuh2onP2qrHVbYr2Wiq086ynvtq392ysrRVHKHWtISAhdunQhOTm5TO8rdTZRkWS2piTCopJkp8LGbhCSiFu6G0RogCnWjkoIIYQQwuZ4eXlZOwQhqlwp63cLsMg8wxEREZw6dYrU1FRLrE4Ic5cWcmZzImd21yUypBZn/g7izIJvrB2VEEIIIYTNiY+Pt3YIQtiNCiXDa9asoV27djRq1IgePXpw6NAhQJ1uqXv37qxevdoSMYqa7sYBLh2tTd4BtC6tWGXNiIQQQgghbJKDHXcjE6KqlTsZXrduHffffz916tRh5syZZlXTderUoWHDhiWO3lXVdu/ezahRo2jQoAEajaZAsq4oCu+99x7169fH1dWVO++8k0uXLlknWJHLsx2GbPND1ZCVZaVghBBCCCFsl5ubm7VDEKLS7dq1y+zfwYMHMRgM7Ny50+z5kpS76GjWrFkMHDiQHTt2EBsby/vvv2/2et++ffnhhx/Ku/pKkZqaSteuXXnyySe5//77C7z+2WefMW/ePJYuXUrz5s2ZMWMGw4YN49y5c7i4uFghYgFAi0n4NviN6Ku50yv5dulq3ZiEEEIIIWxQUlJSibO+CGHv7rjjjkKfHzJkiOlvRVEwGo3FrqfcyfDZs2eZO3duka/7+fkRHR1d3tVXihEjRjBixIhCX1MUha+//pp3332XMWPGAPDLL7/g5+fH6tWrmTBhQlWGKvLyaMXgBZ+xc9qHxF834tOhG4MXLrR2VEIIIYQQNsfR0dHaIQhR6SzVN77cybCbm1uxA2YFBwfj6+tb3tVXuZCQECIjI7nzzjtNz3l5edG7d28OHDggybA1pUegPToVv4YOaI2u1PUPtetplYQQQgghKou0ZhQ1wT///FPqZSdOnFjka+XOKG6//XaWLl3KK6+8UuC1yMhIFi9ezD333FPe1Ve5yMhIQK3RzsvPz8/0WmEyMzPJzMw0PU5KSqqcAGuyiC0E7NRxZncdQENkSBw0mU/nF6ZZOzIhhBBCCJuSnJxMvXr1rB2GEJVq2rRppKamkp2dbRo0Ludvd3d303KKohSbDJd7AK3Zs2cTFhbGLbfcwg8//IBGo2HLli28++67dO7cGUVRmDlzZnlXbzc+/vhjvLy8TP8aN25s7ZCqH9dGZv2FQUP08TPWjEgIIYQQwiY5OTlZOwQhKt1PP/1kms0op3Ly0KFDdOvWjZ9//pm4uDji4uJKbE5d7mS4bdu27N27F19fX2bMmIGiKHz++efMmTOHzp07s2fPHpo1a1be1Vc5f39/AKKiosyej4qKMr1WmOnTp5OYmGj6d+3atUqNs0YypKH2fc8ZsVzBmK23YkBCCCGEELZJ+gyLmuD111/nm2++oVevXqbnevXqxfz583njjTdKvZ4Kdbzs2LEj//33H/Hx8QQFBWE0GmnRooVdjmDXvHlz/P392bZtG926dQPUJs+HDh3i2WefLfJ9zs7OODs7V1GUNdSlRcRHuZC3Zjj+wgVrRiSEEEIIYZOKG9NHiOri+vXr6HS6As87OjqWqXLSIqMQ+fj4cMstt1hiVZUqJSWFoKAg0+OQkBBOnjxJ7dq1adKkCa+88gofffQRrVu3Nk2t1KBBA+69917rBS0gKw6DPt88w+kZVgpGCCGEEMJ2yQBaoiYYOHAgL774Ij///DNt27YF4MKFCzz77LMMGjSo1OspdzL8yy+/lGq5xx9/vLybsLijR49y++23mx6/+uqrgDrC2JIlS3jzzTdJTU1lypQpJCQk0L9/fzZv3iwnFWtr9QwOjnPQZ+YmxA4yobwQQgghRAFabbl7QQphN/7v//6PCRMm0L59e7y9vQFISEigX79+/N///V+p16NRFEUpebGCivuhaTQa098Gg6E8q7dbSUlJeHl5kZiYiKenp7XDsRk5h1neY6PUrvzOv1PfJuaaO2pTaYW6PXow9NffLBpjVarQ52Hjquu+Vaf9svd9sbf47SFeW47RFmOzxZhA4rK17Vf1dhVFISAgAFdXV1q2bFmp24HK2a/KWrcl1mup2MqznvJu29q/vbJSFKXMsR49epTz588D0L59e7M+xKVR7prhkJCQAs8ZDAauXLnCd999x9WrV1m6dGl5Vy9ErhsHSUtyJG+f4bTICGtGJIQQQghhk6RFo6hJevXqVeYEOK9yJ8NNmzYt9PkWLVpwxx13MHLkSBYsWMC3335b7uCEAKBufzSaTWZPabQFO8wLIYQQQgghqr/SVroWN8cwWGgArcLcc889zJgxQ5JhUXGNx9Ksx3uc3a6QUzvcbNRo68YkhBBCCGGDMjJkkFFR/U2bNs3ssdFoJCkpydR/WFEUEhMTS0yGK62H/eXLl8nMzKys1YuaJHABjdpeRJ1nWAGMNLr7bisHJYQQQghhe9xkkFFRA8TFxZn9O3HiBLVq1TI9vnjxYqn6H5e7Znj37t2FPp+QkMDu3buZN2+eTEkkLOPU/9j8fTvUWmH1oN48ahQPBwRYNSwhhBBCCFtjNBqtHYIQVU5RFPKOC53/cVHKnQwPHjy40GxbURR0Oh0PPvgg8+fPL+/qhcilyfmPJu8TQgghhBAiH2kmLUTplTsZ3rFjR4HnNBoNPj4+NG3aVKYVEpbT+FFgP5IECyGEEEIUz93d3dohCFHltFotHh4eZs9VajPpQYMGlfetQpRNl7fx8h9CYqQbOfMMe3Xpau2ohBBCCCFsjl6vt3YIQlS5Zs2acf36ddNjLy8vFi9eXOL7Km0ALSEsxqMlw35bTr123ji46ajXqyfDfv7Z2lEJIYQQQticrKwsa4cghNU5Ozvz5JNPlrhcqWuGmzdvXqqq5rw0Gg2XL18u03uEKIxD/b7c+dd+zp49S6dOnawdjhBCCCGETcrfVFQIUbRSJ8ODBg0qczIshKUYQ/8hYP4nRATpUQaPpeML/0PrUGnTZAshhBBC2CUZQEtYmvHmqMzaapgLljqbWLJkSSWGIUQx4k8T8MkznNldB9Bw49Lv4ORN5+eet3ZkQgghhBA2RfoMC0vacCyUhVvPATD5zvaMvqWZdQOyMOkzLGzfjYNEX3Ul79RK0UcPWTMiIYQQQgibJDO6CEuJTkxn3sazZGUbyco28u3mACLi06wdlkVVuJ2pXq8nMDCQxMTEQif5HjhwYEU3YZ/GjwdHR/j9d3j7bQgNhU6d4IUXYOpUdZnJk0Gvh5xa959+gk8/hQsXoFUrePddmDRJfe2xx8DNDX74QX383Xfq36dOQePG8PnnMGGC+tq4cVC/Pnzzjfr4q69g+XI4fBjq1VPfd9996mtjxkDbtvDZZ+rjTz6BDRtgzx7w9ITffoP774fsbBg2DG69FT78UF32/fdh3z74919wdoY//oCHH4aUFBg0CO66C955R132rbfg7FlYv159vHYtPPEExMZC377wwAPw2mvqa6++Clevwp9/qo9n9qT16TjaJsQR7+LCZR9vOm/dDqNHw3PPQWKi+jkD/PorzJwJwcHQvr26rsmT1ddyOtH/9JP6/8WLYe5cOH8eWrSADz5QP2eARx4BLy/1cwZYsAB+/BFOnICGDdXPdNw49bUHHoAmTdR1AXz5pRr7gQPg6ws//6zGCnDPPepx8Mkn6uPZs2HrVti1C2rVgmXL4MEHITMThg6Ffv3Uzxlgxgz1O9yyBRwc4O+/4dFHISkJBgyAkSPVzxngzTfV42jNGvXxP//AM89AdLT6HT70EEybpr728ssQEQGrVqmPV6yAN96Aa9ega1f1fc89p772zDOQlqZ+zqAeux99BEFB6nH0v//lfs6TJqm/gZyR/BYuVD/Hs2ehaVOYM0f9nEGNx9dXfR1g3jz45Rc4elQ9lhcsgLFj1dfuuw9atoQvvlAff/aZup/79oGPDyxdCvfeC0Yj3H03dO+ufs4As2bBzp2wfTu4usLKlepvNT0d7rgDBg+G995Tl33nHfX73rgRtFr1M5w0CeLj1e9lzBj1cwZ4/XW4fFldBuCvv9TfekQE9OoFjz8OL72kvvbCC+pxv3y5+ljOEeqyFTlHrFqlHs/h4er3/dRT6ucIco4o7Tni77/V407OEeU/R6xeDRMnWvcc8eOP6v7a2jli7FjrniNWrlSfqwnniLffxm3SJNDpKvc+YsIE9bMBy54j3nxT/X7AsueI+fPVzxns8xzx2GPq5wxVeh+h+/Ib3t+0mxivuvzfXU8w/Y/PqLV7AUx8pPLuI56v2pafGkW52Qi8jIxGI9OnT+e7774jLa3oEgKDwVDu4OxRUlISXl5eJCYmSslcHjmHWbn6na9ry/LpWhQltyGDRqflodNnLBVelavQ52Hjquu+Vaf9svd9sbf47SFeW47RFmOzdkzxKZn8uvsiSWlZ3N2jKT1a1LGJuIpi7bgssv2seDj7EaRHQItJUP+uqtluGSiKQkBAAK6urrRs2bJStwOVs1+VtW5LrNdSsZVnPeXddkVjzjYYefmnfQRFJgHQvJ4H85/uj6OuchoXK4pS5eeJctcMz5kzh88//5xnnnmG/v3789hjj/Hpp5/i7e3Nd999h0aj4bOcEgAhKiIrHkWpY/aUYijYCqGm23rqGv8cCsHLzZnnhnekSZ1aFlv3/sBIPl19gqxsI92a1WH2w7eg1UovCyGEqGqKovDOssOERCejoLAvMIrvJvenuZ8UwJfJlWVw/A3QOUH/P8G3Z/HL774fYvaAokDoShh2CHx7VU2sZeTj42PtEEQ14aDT8sXEvuw4q87fO7hjg0pLhK2l3HuzZMkSxo0bx/fff8/w4cMB6NmzJ5MnT+bQoUNoNBq2b99usUBFDeZ3J5CvAYONlXpb27mweL5ce5rgqGROXYnlnWWHKWejj0J99NdxMvRGjAocD7nBb3suWWzdQggrSguDw1Nh73iIO2XtaEQpZOoNXI5KwqgoKIo6yuu5sHhrh2VfYg7C/kcg4zqkXoEtt0BWetHLK0aI3gWKATCq/6J3VVGwZZeYmGjtEEQ14urkwN09mnB3jya4OVe/mVzKnQyHhYVxxx13AOqkxpA7lLuTkxOPPvoov+b0BxCiIvwG4+phPjKiq5+flYKxTSFRSaa/jYpCdGI6mdmWqT03Go0YjOaJdVBEUhFL5xF3HMLWQlaCReIQFZOQmsnmE1c5cCHKNEWCqOGy02FTDwj6Aa79AVt6QNwJa0clSuDsqKNhbTezKU5a1/eyYkR2KPDLfE8ocH1t0ctrtKB1NH/OkGnxsCylsDF8RPECwxN467eDvPHLAU5euWHtcGxKQmomv+26yNIdF7iRVP2m7Sp3eu/r60tKSgoAtWrVwtPTk+DgYLNl4uOlpFLkEfEfXJgLbo2hx5fgWMpJ4a/+SXaWDrV2WAMoZKckV2Kg9kerNa8p12o0FmvGUljfjZjEEkYSPD8XTr6u/u3aEIYfBVd/i8RTbvpk0LmBVmfdOKwgITWTqYv2EJ+i3rzd3aMxL93d2cpRiQq59AOcege0TnDLt9D4vrKvI/kCZMbkeUKBMx/AoNWWilJUAo1Gw5yHe7P4v/MkpGVy7y3NadPA29ph2Ze6A+Han+bP1bm16OUVIxizzJ/T2O61xE8qDMokNVPP9N8PkZ6VDQq8u/wIS1+4HV8PF2uHZnV6g5FXl+w3jSC95dQ1/u/ZwdWqhrjcd8vdu3fnyJEjpse33347X3/9Nfv27WPPnj3MmzePrl27WiRIUbUSUjO5eD2BTL0FBz+L3gc774KIzXB5sVobUVoaHfosLXmnVtKn52nOlBEDIb9D1A61L48tiT0KYevVEQkrUf501ago6LMt8/0lphYs/Q6OTin+TWdn5f6dHgFXfrdILOWSnQ7bh8EfnvC3H8Tst14sVrL3fKQpEQbYePwaWcUdH4oCNw5C5HYwVsF8lRlxsKYlLNPCX3Uh8Xzlb9OeJQbCkamQFQsZEbBvPGTGlX09bk0ocPZw8rZEhKKS+fu4MePBnnw58TYGdKhf+jcmnIV1bdXf2fHXKi9AW9fuRTUhztHqWajVvJg3aECT7+bfaBs1w1nZhgLdoqKjo60UjY3SJ8H1zZAQUOjLkfHppGVmoyhqtYs+28i1GyXc55RH3Am4sEBtpl8CRVE4HnyDLSevEZtsvdrYazdSCI9Lw6iAUYHY5EwuRiRYLZ7KUO60fsqUKSxZsoTMzEycnZ2ZPXs2AwcOZODAgSiKgo+PD8tzhvwWduPwpShmrjyKUQFPV0e+nzKQOp4WKBm7+I3545QgMOhBl6fZUVYCxJ8Ej9bg1jD3eRc/NJqQmyd7tWZYk1O7l3Yd1reB7FT1caspcOsPBbevKFXfz3jXGAi/2ezK0QfuCwMHt0rZVOv63jc/GVU9L1dcnCxTapelzy77m3QukJ18MyIFdK4WiaVcLi2EyK3q31mxcOBxGB1kvXis4HJUwWbtxY7WeOQ5CFqo/l23P9yxTR1kprJsvxNSb7YsyrwB//aHB2KLfcuV6GT+ORyCg07LuNta4u9dOb8tm5R2zfyxUQ8Z0eBcu2zrca4N3T+HE28ACjj5QOeZFgsT1MLV//vvPJEJ6Qzp0pAR3ZtYdP1kRKv9OF3LkBBagKIo/HkwmO1nrtOmgTfPDetgsXNupdrcKzeJC5wLbs2h3QtlX092Khx9BW7sB/871eOoHOcIRVEwKgo6awzIOLSsfX51QJ7roXOdIpesCtkGI5+uPsnucxF4ujry3rhedGqsDpxlyTFDimNUFAxGxbYHVEqPUvuEp13DoGjR9fwGTb5jvqGvOz7uTiSmqbX/rk4Olh+Q7voW2DkC051a3+XQfEKRi/+66xK/3xyfpZaLI98+3Q8/K1znfD1c0Gkh77i1/l7V63pb7jP36NGjGZ0z5xnQoUMHLl++zM6dO9HpdNx2223Url3GC7Owutl/nSCne2hSup65604x55HeFV+xxjH/E6C9efgpCux7BK6uABS12d/AtdBgmPp6dkrue0z/V2DfwxCar8AlaDHcsjA38U26CLvHqP9vcDf0X1lpCamZjNjcRBhAHw8np0Ovb4p+TwVcuJ5gNsRYdGI6WdkGnBwq3ozLzaUcp4mmD+UWgGidoeljFY6j3MJXmz9OCS50sersxOWY4hfIiofAb8CQCg3vzU2EAWL2QtR2aDC88gJMyNdPNav4Ws7EtCxeW3qA9Cy1dvvQxWh+fmGwRY53q4s9CmFrwKMlNH9c7auYX50+aq1uWhiggE93tRCxPLy7gHsLMKRD9y9LqB0ru4//PsHp0DiMisKZq3EERyax/ex1dFoNzw3vyOCODcq34sSL8N8gyIxUHzt6qU1Z698FA/4s/r0W8Pvei/y26zIAIdHJhEQlMv/pAZW+3bwMRiP6bGPpk3CjsWBt5rk55UuGT/wPQn5SP/Ok82pBSpf3y7SKo5dj+PjvE6Rl6rm7RxNeGNHJ5qaEMtFo1ML77Dyfn3O9gsulhMCZ99XCgrYvq4WJlWTbmXB2n4sAIDldz6f/nODXl9SxfPz9K79b0qGLUXyy+hQZ+mzu6dmU54d3tM3vL2QpSmo4P8Y9wV8J9+J6JYM3Hoiib9vcpuQujjq+nHQbK/cFYTAqPNCnBV5uFi4APvM+ZoPBnplRbDL896Hce5W0TD27zl1n3G2tLBbOtahkpizajRHwdNWx4tVh6LQFvz9XJx3kqW7RAE6ONlz4UQ7l3pvCSp28vLwYM2YM99xzjyTCdiojX9Noy41Qme8H5towN2E9OR2uLsd0kjBmqX3hYo9CchCkXUUxmh+qSnZ2wURYfcX84eEpkHQBMML19WpJeFUo7GY+7qjapDvgYwj4BDIsN0CDd56TtgZwc3bAwUIltdlKOdaTtyWAMQMOPm6RWAC18CR8vVrwkXa95OWTL+dfgeViqWSKorDnXAQ/bQvkWHAJCW0xMoubikwxwn+3w9kP1b7eO0ZQ4PeqrcRa4XK4HJlIamY2xpu1SjeSM7geV0I/dgvIyMrmq3WneX/VUYIiKmG01tgjsLUvnPsYDj4Bx18tfDlHDzVxdWuoJq89vy5fX/jMWNgxHFIvq6PqHngIkkMqtAv5BYYnmAZs0wBrj4aSkqEnMS2Lz1afJKGQbhglykqEDW1zE2EAfaLaGuXaX7DvUcsEn1diIGzsDn/Wg4BvWHfEvHb+4s1BBWOTMwi8Fs/P2wP5ffclsiw0kGF+e89FMOaTzYz5dAuz/zpeukHxCltGKWd88SfM35twukxvNyoKc/46TmqGHqMC649d5cDFqPLFUoTkdD1Ld15g1f6g4ruFlIZizFMwf9OJfM3Mjdmw7Xa1W9C1f9QWLymW/T3llZCaZbqNUlArMHJERkYWfEPSBTj8LBx9EVKvFr1iQybcOFTsMgajkY//OUl6ltq0eN3RUA4H2WjTbJ0Lp9I780fCWIzoSDW68fHfx9Hnuy42rO3Oq6O68saYbpUzTVniOfPHacV8B6i1wTlXYqMCHq6WvQ4/fTMRBkhKNzBh7tZCl9t+JtxsEFUF9fuuTspdM9ywYUMefPBBxo8fz2233WbJmKql5HQ9RkWxfElTJcupeTEqCkERiWg0Glr5e5a99M+lDmrZi1H9v3en3NeCCmnWnHhObdZi0o6CPWNLIf4UZsnPjcNlX0dZpYVBxJaCz9/YDxs6QmYsIZlN+HCDP8naBtzRuRHPDe9Ypk0oisLfh0LYcfY6jXzdmTK0PX3b+nHgQhQ6nYY3Rnc1G2m0IlwdCq6nzGuOujnN2tW/4OK34FIPun8G7uVoMnn8Vbjwtfq3ky/cfRLcGhW9fHr5k0hrW3PkCt9vOYdWo2Hl/svMeKAH/dsX3xzUYDSiKJgVhgxsX5/VR66YHms15B4faeGQkGdKHUMyNJlws6UG0HQC+A220B5ZRiPfWjhoNRiMCgrg7KiljqdzkctvPxPO0csxNK3rwdg+zQstKPrzQDAr9wXh6uzAq/d0oVvzgk0gH/1mG8kZajPJAxeiWDR1IE3rlnIgwNK49jeg3Jy+Bbjym5ro5pd6FfY9mPv4v9thXCI4uKuP9Slq7b4+GVo8AbWaFb69mP1AvmTo9DtEd/qRQ5eiqOvpSu/W9SpU29OlqS9HL0eb+uLlZTAqxKdk4u1e9HdXqJ0lDBYWsbFs6yuNDZ2Am9/LqVdw1qwlb32CRgNrDofw3RbzG971x0L5/eU7LDovu8Go8NFfx02f5+5zEfRqUZdh3RsX/0adDnAE8owD0PGdkjdoNICiV7u/5Ghwt3pN0+jU47X+XWXah2yDkdRM8y44CalZBZZZtf8yF68n0rWZL2NubVbq61pcchoPfb3D9HjlvmD+eO3OChzLhbwvI9+1JT0CUvMkCcYsiDtm8dYWOQZ1rM/KfUGmz3HMLc0AcEs5TL1ryyG6AXT+QP39Z8bB1tvUQiOAsNUw6pL5dwpqd7V/+91M3LTQ+/+g5RPqa1eWw8X54NYUffeFBSpPcpoYl5dRUQi4GofRqNCxSW0clDS1gNCtEXiUskZUMar3X/ok9Rh19IAWTxJ3NO+0cRoys41ExKfRpE6tCsVcJk7ekJ2ny5LOvdjF3xjTjVl/HCMlQ0/fNn7c2aWY+xwLSEovvEucUlgFgv3UKZRKuZPhQYMG8dNPP7FgwQIaNmzIuHHjGDduHLfeWsxofDWQoij8uusiv+9R+yiO7dOcKUM7kKE3sOn4VdIysxnSpWGJ/d0URT0c818IohPT+Xr9aSLi0xjatREP9W9l8WYqRkVh9p/H2RuoljQO7dKQ10Z3Lf12QldB8M+Ybrp0LtD1k9zX9YUMUmA0n+/PzVNPWpITOU013HyLOYEZstSbSK+O6gkxr8oemCflCmzqDvqEwl+/OXLrq+Gfka64AtmsOXKFBrXduPdW9YIZGJ7A7nPXqeflSs+WdQmPTaV1fS+zUQ13BUSw6F91Xy5HJhERn0ZguLrNbIPCd1sCuK1dbjOp2OQM4lIyaVbPo8x9e3IKRPIq83nQkKFe1PY+qL5bo1NrEu45V+JbzcQcyU2EQa2Bv/oHtJtWzJsKuUBnp4OD5fsxH7wYxblr8XRo7EOfNhUfzXPbmXBA/Q1qNOpNb3HJ8PpjoXy/JQBFgccHtWFCf/UGYspd7bkclcSZq3HotBr+N6ZrbnOo7ELm1vRoBfddV5vOuje37rzeccchIwrqDgBH9Xdfz8uVD8b3YsHms0TEp5OpNzL1hz24OztyR+f6jO+X22R4Z8B1Pl19Eq1GrRiLT8lg6rCOZBuMnAqNRadVR15f/J/6e0pK1/P+qqOsem2oWbPryPhUUyKc4//+C+TDh24xey4pLYu4lEwa+bqXvXVGrea5iTAatT9nXooRjr8OF7/P90aD2h+tyf3qTu4YfjNR0cLFBXDPebUAKr/Mgv2yI6Ou89y+3aYb7Ns7NqChrzst/Tzp29avzNeXt+7rxpKdF7gel8rgjg34fXcQkYlpoEBzPw+a1C3jzajBAHFHil9Gnwo771FrLxvcA73mV6zPe2YKpkT4ple85vB26rumx8O6NWbh1oLns7iUTE6HxhVauFJeyRmZBc7Bq4+ElJwMA+ic1fE6cniXMNDp2Y/g9Iyb73WDYUfAuwN0nK42TY/ZC/UGQatnzN+XEa0OOFVEP3YnBx2ero5mtZmt/c1r437ddZGV+y6jAAcuRqHRYLpOgtqSbdvpMPQGI3d0aohnnsqG5xebD5SYkqHnaFA0t7Ypb/PhQq56+UeXdvUH1wbq+Uoxqte5kj7fcsjUG1h39Appmdl8ML4XoTdSqOvpwq2t6kHSJZqFPINGMUKCBqL3wNB9ELnFvMVaWhgkXwLvPLMKJASo11fTfZJRHWSt5RNw9W/Y//DN5w/gEneMO7us4r/T6jWqdi1nercu/zVPyXefOailA9PdpqJJu6IucOtiaPV0ySs6+CSELFX/9mijzmTh6EGv+77F+7vtJKTnfo8zVxxh8bODLNaKrkRdPjJvJdfx7SIXjYxP43BQNHd3b8yInk1o4ONesEWuokBigHpPXaslhPyqPm4wHPxuL1eIT3+/i2eGtqdzk9okpeup6+lCK/+C07Z5upU+fbwcmciq/cFoNDChXyua1TMvQE5IzeSTf04QGJ5At2Z1eH1MF2q5VG3FYbmT4eXLl5Oens769etZuXIl33//PV999RXNmjVj/PjxjBs3jm7dulkw1Krx/vvv88EHH5g917ZtWwIDA8u8ro3Hr/L9lrNkZecewH8dDOGOTg1Z9O95ToWqNyK/7r7I3d2b8PyIToW21//7UAi/7LyAPtvI2L4teOL2tqYbktl/Hefi9USMisLSnRdpUNu9/H2wihAUkWg6QQH8ezqccf1ala5ELTsN9k3A7EJiSFMH8Xgo6+ZNdsmpVbPOiZzbVzf38ah7gSJuiFa5k//GxSSrlE2Ts9PUElLX+mVLBK6uKpiAF0JNhHPXu/tcBPfe2pygiEReXbIfRcGs2ZtWA3Mn9aV9I/XGIigyEa1GY2ommpMI54hJyiAjKxsXJwfmrT/NhhPXTOv54/W7qOWSvw930ZwdCza/LHNqpNGqzcRzvmvFoPYzy5uUKopaaBJ3DPyHQOP7C65nz735nlDAuW7B5UpyYgbc8oX6t+HmKI15S8iPvaZOA5aj13fQemqxq9xy8hpz151Wv5f9Cq+N7sJdXUtxc1qMhrXdCYpIMh0L/j5FF5rFJmewYONZ06/p5x0X6NPGj2b1PNBptXz+eB8uRybi7e6Cr0eemrj8TbcArm+Crh+WP3CjAa78CunXofFY8GxbvvUEzFG7TIB6sR922HRz3a25LzF55juMScoghgx+2p5MdGI6L97dBYDjwTGm3wrA4aAYJg818vbvh03n4Db55mhNzzKQlpmNk4OOuJQMvll/hmOXCzYBdHEyv4k6eDGKD/88RrZBwUGroV0jb94Y3bX0g56Y9UEsZOC5kF/hwleFvzfzZpeWjEi4se/mKgzqDXDUTvV3FbkVfPtCrwWg1apjKeSzO649aVm5Sf+OgOtoNWozvWeGtuf+Pi1Kty83BV5PYOvJMDL0BjKzjXz6eB92n7uOTqtlWLdGZR846e+6YCxhlFfFCNc3AgpcXqTWjHWcXvK6jdnwT0PIjFbHubhjG/gNyFNAketKlnmrlpDIJIxFXMo83Qqeb7OyDTjqtOUqvE7Jk0DmSC3kOTMx+yH6MBjyfXY77oKHihipNjsrNxGGm9fuHjA+HdBAymW4ulJtmq4BWj+rnsd3jVa7JQG0fk6d+iufTH22WSIM8NOOC3ycZ4ySk1diTeczDXA6NM6UDBsVhem/HeRcWAIa4J9DISx8ZiCuN/tPxxXS/F5RKlCoV2gz9HzHhdYRhmxXz1n6ZGj/GniWsy9/EVIy9Dz57Q4S09TPbsW+y3z7dH9Ts14l7hgaJVu9RitAagisboRaGZFn3BUH15ujyd90+Wc49BQF7sdymsIHzMkXyCWmje9CnzZ+JKfrua2tX4VaPobGpJjuM29zO8CEjF+APF0Rjk0rORnOjMtNhAGSL6q1xE0ewNnREScnZ0jPPdavx6fx4R/HqOXqyIR+rWhc2bXELR5TW0le+xv8h0GTsYUulpKh56Wf9pGcrgcU9gRGqkl73vxAMcKeByHsb/Wxb1+IPaD+ff4zGLw5d9ydMgi7kcLMlUfRaTVkZRvp0MiHafcUnIZxy8kw7uvdssT1JaVl8frSg6ZrytHLMfzy4h1m0zIt/u88p66o40ocuhTF73su8czQsrWWrKgKDX3o6urKgw8+yIMPPkhqaipr165l5cqVfPXVV3z66ae0bt26XEmktXXs2JH//vvP9NjBoewf08Zjofy8t/D+ALEpGaabMFDPsRuOX6VpPQ9G92rK2iMhLN15iUy9gfo+blyLTTUtu3LfZXq0qEO3Zmopc2hMsukmT6tRH5dFbHIGK/ZcIj4tk4cHtCl0mdTMghcVo6HoEYazDUZW7A3iYkQig+pHMaTQZDcbgn+Flo9ToJleYXGGu5H3RB578iAUmfMX0zdIV4qb0rB16lQlhnTwGwKD1xdsSlQU57qUuD8u/rhp00kz5ibE58LiuXYjhf0XI836ZuQwKurgZr+9PASArs18+eNA8QNBZejVZDgnEc5Zz+Pzt/P3G6U/SRaWDDsX0nS6WI5eUKcvuU3lbwpbDc0eUv8+9wmcelutTbj0HfT9DZo/Yr4efb4+7Dp3tRlvWYX+Cg3vhNjD6jRQigJdP1JvmEP/ME+EAY4+B03GFTta784Atf9yzu9xV0CEKRk2KgrBkUm4OOlodLNVg8Go8PfBYM6HJ9C5Se1CmwBOvasDCamZXIpIonvzOjzcv+imYsnp+gK/tOR0teYi22Dk/ZVHOXI5Bp1Ww7R7Ouc2uUrNNzIxQHoF+34dngLBP6mFIGdnw4iTZb8pVIzqnLc5Ui6rhU03CyUMRqXQ3wrAf6evm5Lhln6ebFHCTK+18vfgfFiC2Tn4YiH9f3NuPGb/dZyzVwuOnaABpg7tYPbcd5sDyDaoMWUbFc5ejWfigp3otBreG1mfPnWjIP2aOhZC/tL79CjYk6/574095o+TLpJ3IBMz9W4O1OPkAw4eN/s33lzu0g8QfbOrQvxJtZBi0Gp1cJ98jWW8NDEF7vtzPuatp8LKnAx/ueaUqTnlmdA49gdG8mDfkm+iChW5s+A5oFBGSuweY8hUWx241s9tRr6ho5oIg9oseNtgeNgALl6ot0u5170NiUPNVnehiD7kfdrUo4VfbmFLpt7AR38e43BQDD7uTnww4RbalmKO4GyDkdCYFGrXci60JZm7i6P6W977AMSfhvpD4bZlamuKo68UnNEhh1JMn+2cWrm8jJnq4FCJZ3Nb6SjZ6gj04Zug5ZO5iTCo5/J209TCrLwKa3WcZX5f0aGRjzo45M2vMu/nFBGXxrmwBHXzQGRCOgHX4unVsujC0V6tKlA7X+ipppCCHM+25gO4FdGXOyvbwKFL0ei0Gm5tVa/E2smElAx+2h7I8ZAbpkQY1PPgf2fCmZzTx9WtkVkBgirnmquoLX1c/NVuSk55CgFPv1v4TuZc85IKtqrTaTUMaF+frGwDwVHJZBuUEmcfiYhPY/XhEDQaDff3bk49L7XAz9FB3f9hHluZVm9evvgxL8RRjOrvN3/rLp2LWoil5ClkcfSC61vYu28b0YmDCsST08/5SFAM3zxxm9oaS6OhX1s/zl6Lw9PVif7t6xdaUVVqCQFw6l31dxN3SK0wubJMbUVQr2A300sRiWZNziPi0/h+cwCDOtSnSzNf9cmYvbmJMOQmwjkCPipXMqxgfm09HxbPZ38VPH+GlDS95k2XrseZFa4mp+u5diOZtg19TM9FxKeZ7psUBaISqn4aKYvNA+Du7s5DDz3EqFGjWLJkCe+88w6XLl2y1OqrlIODQ4VH4lv8XyAOLgUvWBoNdG1aG1cnnVnzU60GrsYk89S3OwmPzx0IJm8inCM8NtWUDHdvXof9F9RBJ4wKxV4I8gsMj+fln3KbEu05X/jgFT9tK1h7sPHENZ4b7l3o8kt2XODPA8EowLFLWdzRAhRNIdc+06iWJdcMq9P0KuTcCBpTy3mz7pin5E8xFj5S66GncmsLo7bBrvHg2wvaPlN4U8O8mj+m1r6Erih6mcwbfOg3g9civsgNRYF1R6+w5+bIkIVJynNyvKVVPe7o1IDtZ4seQMqjiNrf1IyiCzIKozcULFzIyC75OzOTnQo+3aDFUxC8OPf5/Q9Do/vAweVmf0nUGyu0EL7OPBlWjODaCFLynFdaPJ07Knl+0XvUQUwKkxVzc4qDPE69rdZiFjowG7DtDhh2CKPOmQMXokz9eHKa5jWs7c6J4BumozkiPpXkdD1uzjreW3GUozdHdJ7QryVP3NGOJTsusGq/OrjXvsBI9Aa1FLaWiyNN69YiJDoZg1FhziO9S9VPrkndWjSv50FItFog1ryeB20begOwNzCSIze3bzAqnN75DUPCtqKp1QLqFdLXz+HmDY3RqA6AVtYR2IN/Uf+vGNVCpbDV0OGNsq1DoWAzxIwYOP0eJF/GqfGDPNi3Lav2FywUynvf4p7vd2AwKoUW8OSXrjdQyxWCIgpv6aEACWlZ+Hrm3pBlFfJbARhV6x9uDfi/POV5Ojj/OQzelHvDElbEsZqXRkeR58ucwX10LjBoDRyaot50dXwbjr9ivmx4TrJSsODuTpc1nOj0DjvOXsfZQUtWttHURac801fF5+sHGhgeDxTsQ7lkxwXWHA7BxcmBt+/vTuemvgVX5lja/tn5PqPEM+aPsxJgSx9IvqA+bvsK9PxKLaQwk+fzcfQwS8Sv6wtea3Nq0EFNk3q1rsupK7E89NV/zH74Flr4ebHhWChHgtTfYkJaFnPXnuKHqQVv0vNKydDz8k/7CItNRauBF0Z0KrCM3miEoy+oLQAUg3r+XNtSPWcmHC92/UVKL3j/oVLUzzC/6+sKbxmVfLlAMuzs4GD2eQGM7GHekuaJO9qCBs5fi6dNA29G9sx93cPNEd3NcQNy+NYqvu95gX7bf9UzdV2i4Wj1d1OUQgcaK9/o9dkGI2/8ctDUoqtTYx/6tffHt5YLAzrUL3C+T0jJYPxX24pc355zEcQmZzBlaHt8gr4HNGiKOk90egdaPlXw+awiBgRMv3mPoXVWWwbkk5iWxSs/7eP6zfvWOh4uDOjgz1ND2hfokrX7XASz/zqe5/F1fnr+dlwcddT1dMFRp+URn2VF7icAkTtg1yh15gO/O9RzaE4XCAc3tY/z4cnqtaPVFLVlzL4JnI1+rtDV5Rw+OTMUxKdmoijw++6Lptfu7BLNG2O6FR9XUdLCYVO3m/c1eRgy4Oz7cEfBQavq+7gVKPLccPwqG45fpU/rujw7vBP+JQ18F39S3XbEFnUqPsfa0PhecC9bazUFCI0tf3L69YazBZ5bvucS70/I7VI7sL0/AdfiTdtrWLvqp+K0SDKclpbG2rVrWbVqFZs3byYzM5OWLVvy0ksvWWL1Ve7SpUs0aNAAFxcX+vbty8cff0yTJoUP9JOZmUlmnprTpKTim8gqCuy/EF3gZGdUoF4tV7NEuDTO5xvt+XxYAh0bl24k7zd/LXnSb6DQErHi+p2eCs1t2uSpSy26lXHOoAylEB/pQt6a4fgrCaV+r5nkS+qgWrvvg9Qraqmhcx3oNANa3OzLkZ2K2Wkocq36L+A9eDDZPKHOT+tQ4qAIKNkEZ7Ugf/FAcrqeuHw3jnl55muC1K+df7HJcFxqJnU9Kz6NlLNj0U2qDUYjodHJHLgYzeGgaBrWVgfzKtDDJOfEXVghQdhGaHa/2sc7/kRuk0TPdubLnXrbPBEGtZQ1r6wENSlIDlZH9SyssEMNqPCnEwLUlgGFSTwNx1/hy4ippn5SdTxd+H7KADxdnZh0e1v+OxVG+s1asOtxaczfeIZh3RqbEmFQm7UN6tiAP/abj3L9266LZN4cebZ1fU8u3UzC+rfz550HehSZEBsMBiYv3EN4nPmNq6IofL76JMO7NyY+JfccNdB9F9PqfIkmETVJCP+3kI/HoI54fupt9bPyaAe3b75Z2+ugNod0KaaWRecMptYjN/uI55UZp/ZFSzoPTR4s8HYADk4q+NzZD2+W+mtJuLye7TGF3zilZRl4+Kv/yDIYycwyb4q5NzCKdx/oyaheTU0jYg5o78+e8+ajr+YkzN1b1OHAhcILCl9feoB//pc75ZS3mzPxKQV/w5Pr/J/5eVAxABp1JH1DqlogZCik73aOrBSIP36zkC5f64ocCWfAt6f6t9/tMPrmb8WoL5gM57SeMRS8ydGSTaPa7vh6OOPt5oS7syMXIxJp7udRaBJWHINRKXBT7nNzsKyUDHWk38iEdFAUDt9MENOyDPzvt0Osmz6i4LXHpztqAlLSyMD5ft/5j7/gpbmJMKg1nPUG3RwMqpDPNvTPAjXSSiGJUN7EzggcvqTuU3qWgecX72XTuyNJTMtCo9Go44AocCUmhWEfblDDBBr5uvPgbS0Z1q0xe85HsO10ODFJ6YTdLBg3KvD95oI3mB4ujuo1LW+T7szo3Jru4ix3VKfmGn7UvODr8rzCl3dwVz8v7y4FR5E2pOcOqgVqa6x6BZP9bIOhQLPy/05f586uufdaTg46HujdnA/D4llz5AqbTlzlnbE96NPGD09XJ968txvzN54h26Dw+OA2NPfzJC0zu8AowYXaOiA3EQZ1KsSoncUMFljYOvVqq4PaPYoulC3E+fAEs65NZ6/Fc/ZmMjAsOIZXR5n3M/7h3+LHOolKTCcmKYOohHTmNrxK0RUMHnB5mdpkvuN080GpivrM/NSpmmg0BkKWAJBk8GBt4kiyN+8j29HXlAgD3EjOYPXhK3i4OPHIQPPWQJ+tPmH2ODY5k9DoJM5ei2fF3kvoDUZqOxQ/rR677slNyqO2qzWgXWblvt7icWg6Tq05dvKC9WpzW2MpmsjH5rlO5q3Q/+90OM8O68CCTQFcj0tjZI9GDOvetPiVGfUQ+R+EbSiYCKsLQFbh+cKNpIwiv8GDl2I4EbKL5dNux73BSLi+ofAFs1NgQwfzwqkz78Hdp8G9cYFWGMXp3NCVY9fMr0/OpezdciOpYMsTg8F879YeM29Fu2p/CE8NMW91Vdk0Sjln5s7IyGDDhg2sXLmSjRs3kpaWRrNmzRg3bhzjx4+ne/fulo61SmzatImUlBTatm1LREQEH3zwAeHh4Zw9exYPj4Kl0oX1MQZofMtJfFupN2HxV2rj2yqG7AxHEsO8qdsuivQEV1IiPfHrFEFypCf1tP70uj2e9Vv0ZCS40qjXVaID/chKcaZJnytcP9mI7AwHmvUPpkXKbXi7uPHee9DtbrVWpMXgSwTvbE1tDxe2r2zArFng7AwvvwyffQZeXjBxIsybB35+MGKkgdFTQnHxTsenWRwRJxviVicVD/8kos7Wp5Z/Eq7e6cQE+vH6xHr8vC+A2KC6+DRTT1T963bHo2kUe07HkRrhw/+e9SEj0Y1TpyDOK4DDx4yk3XCnZY+LjErcxNXYpky+YxFrj40hKtGPl4bNY2nIWhK1XXizlT/fbH6ZzGxn3rtvFrP+eQ/A7O/2wSv4J+Z5HDRZDPf9jfU3nqD34BAmDlzKvC0v4ecVxZiea1h04AOauu9nULtd/LL3cdrWv0DXJqdYdWgcXZucommdUNaenUjvxpvxdk9gy+lhDGq3C9CwK+1bhg2KJiE0gEO7oxndYy2hN5py6mpXxvVexamrXbkQcwuPz3qaXbsgNBSmDP+HNX/EEpXelpfeqMPST7aQmGjkzXs+K3Kf3vnrI7YmD6HxoKsE72yN1sFIkz5XaBLXj/3B12jQLYyrB5vhVCuTeu2iCDvaBBfvdAYPBkNIa5IdYqjXJI2Nax1xqZtg+p68GiXg4KI3fU9vjunCkUNO7LpxqMCxd1ezbox9wMiqTYlcvqRh2vPOnD3uqu7TFFizBiIijBzX7jQ79q4ebIYxW0uLwZfION2VpDQ99fqcI3hna9NxeG13C8bW/pNXhn/DZ+vfxMs1Uf2edn+Kn9Nx9XvaPoWmdULV7+nyctre2p6uHZJYtWAXXf120LRdfdZenEbvW/R4R89ny846DGqzBQwZ7AocxLAuW0hI9ebQ1aGMnvY0oaFwatcZxjWbyqnQTlyI7cPjvb9l1/l+hN5oypQ7FrEm77G3eyKJ6V7m39PjK5m1eSFE7yj0OHR2yOSBkbsZu/RbHFyyTd/Tnbf68vpUL157P4HLSeFmv6fmrbPwjGvHmcRLZt/T0F51+XO13vR7KukckR3nQy19Xb6YUZv9+3Rm39OaPVE4tAko8nsK3tkaZ0ctDftdIHhna+702MZnY9/go9XqPr2c/3va8hJ+XjcY0/MfFm2fnPs97Z1E2/rn1d/TkYl0HTuZpk1h7S+n6N3mFN7Ne7DlUAcGNVsFV/8w/55ipzK6z25CQzI5FX0n4/r8zalTBi5cb83j/X9hV+Cg0n9P983i3b9msT7pbloMvmx27OX9PV3Z28Lse8r7e5o2vgWDBsEP/5dNmzYKyc6R/LRUb3be++Sl5vj4aJj3cwLXtUFFfk/junXlyiVnHntEx9MfnyElxp363cKJv1LbdC6/J3oTUYl+vDy86H2atXoWKNkFj71jZ3COWMbLw77is/X/w8s1oeB5b/sUmva9m0Gj2vHLL9C2LXTtnM2qVdC1uwNNLw1m7fHR9G55KPe8NxBo8yK7/m8+w7ps4VR8F/YG9SOzhQPhsY3Mrk91NX6MGatHH+1P1HWd6diLioKXXoKlSyExEd58E775BjIz4ZmX0rjviVjSMvWm7wbgk9k6Dq9ryqHLETi3CyB4T+HfU/L5Vgy+xYMGrRO5tEvDLR1S6Nolm1Xz/s09l+ffp3a7ANgVOJhhXTarx97l3oy+4wqhWXdxKnoE4yboOLVlOxcOnTQ/9h6LZM16b6LiXcyPva9G882sk2TGXzX7bk5263BznzSlPva60Z86ftnsjDrGlaP1i7zmejVKoGsrD3bv1JX6HEFCbXo4pPBMp8ll/j2ZjrexnzBrw1fgdwfv3fUUsxbfWfAccecm5u2ahZ9mR8Fz+d7Hadssga7Nz7Nq1+10bXGRpj16s/bYSHr398DbG7Zs0TBoEGRlZ/PGl1fN9qllj3gev6Unx08Yuf8BI5/8fI3z5xWz31PHgZEM9LmNqCi476Fk3v00icw0HV9/4sbcrxWOXIij+aCLBc4LoHBiQws+/FCj3hs1acRn6141P+95xzHmlcdZtKINTZvCoEGov6c2Cl2bXWbVvLWFH3sB9zGodzR4d2TXiQ4Ma/wZCakeHIqdwujHO6rXp1Maxo2DU6fg8IlMzmkPm50j8t7vNUzpTv1aPqbf07pD1wpcZ4s677mcdKKvxzYeH7iU+fnPEXm/pyaRdH10Fqv+dqFrV2h67QnW7u+c7/e0B/otY9c+V4bdcpyE/Z9yIKgPlxq34NqNJiRFetC4awyx4bVIu2F+3hs9Lo2GmZ2IioIXX1RYuhSWbA0xuz61HHwJj9C+nAy5YdqPe71WM/P+WXz4TyHXpy8/YN5zc833qYnCoKmv5Z73uqKe97pC04bprP3q/+jdYi/rM+5iT8BgfJrFl/q+PO8+6TI88el0mejAujimGZk1LYazpweQmOyofk9fG8nM1PDeTA2z3jdC6DLeu/uFQu8jcvcpiYkfPcu8xX7Uq6fQtOsN/lrmQqQ+GkPt68Xelz94Ty3u7FGHLasjGNR8FUTtNL/mXu7N6B7rCL3RJM89bDcuGKbw+Cs9eOajS0Rd1xWba+R8T71GhnJ0Q1PzY08DJze0KDHX2BO3h7N7GprlGq8/3JhevRxZtQq6dFH4dvfBfPewdbiyv5xdacqp3Mmwh4cHaWlpNGjQwDTFUu/evUt+o51JSEigadOmzJ07l6eeKti0pLCa4caNG3PH26sKbSZdHJ9ajsSnlDAIBvDjcwOp4+mGi6POVKKco0uT2nw+sW+J6zAYFe6eXbrpJ+7s3ID/zpjXQD4+qA2/7FKbT2uAup4uzHmkN5cjk5i77pSphmuU+x+84L+0kD4sgKM33P4v/HubeR+PQiyb3T7fuxUefqew0lIddHwXLs0Hl/qQFFCqfVTj8SzV4FcM3goNhkLAp3DqrdzntU4Fm3UWYmfyQD6OftM8ag389PztTFywo8j3NfJ1N9UOlMYLw9szokczRs7ZVOC1LTNG8sk/J9hx9joawN3FgYXPDKRuniafYz/bREpm2eeg9HeIYEnTyaUfZEvjCPVHQLuX1ZJqfZI6ImKd2+DMLAj+v6Lf2/5t6D5breFa5VnicVQR8QZPnrn2A4kG80KxDyfcwq2t6/H60v2cyde3tF87PzKzDBwNzh24zc1JxxN3tOPbzWU4Nm9ydtTiqNXSvXkd+rX3Z1DHBjz17U6zkvmSfFH/TTq5qYNmVWiM6H5/qiOUXv6/3Jqguv0Kn67HwmZHvMHutOKblhZny4yRZo8nzP23QHPe9x7oTp+2/oz/8j+SM4o/rrQa6N++PrsL6ebQ2PEaixo/i6awriKlkb8PXFGaT1JbVrg2UJs0RmxUayfaPK+OKF145ICRPxLu4/9ic65vOd1RCvfuA90Z0L7kQRo/+fsEOwOuF6jh0Grgz9fv4tF520nLLLl24nGfX3m49koANPmnBSqKxgn6LoGLP8GN3PE/cG8FIwPU2Qr+aZSnH6IGOs+EM+8XsUIn8o9KP+zyOsr6jTo7aHn3gR40qePB8ZAb7AoI5+SVEmrCCuHqAEXMgsK65qNx1Bor9tvWeoKxqGthES0TiuWAMmgDNBhqGjAsOT2TB774z2ypWs46+ndowOYT13DUaQut4a3l4sBfbwwjNUPPuC+3kjONswbQ5BkorzCb3707d8CyFZ5gLGSMFZ0ruDZU7x+ajIW2L8GBieqAgOWgDNkN9foXGCjtizUn+fdmC6PCuDk70Nrfi9dGd+Hx+UXfF+TX1vkCXzZ4A0dtKb6ju0/njia9TEeB77X/Omhyj/r3P00g/RpXsxox+drCElf98sjO3N2jCRuOhfLD1nNoNJCVbSzQGqC1vyeXInOPtX+a3YurTj24CxzDDyuwLN+zXp1g5Jn8S4I+Hf70Mp07P4r8H3tSB5QYd3GaOobyacO38NYlq7G5NoK79kPAbAharI7X0H8FXFoE1/4odl2me+IeX0G7V5j++yGO57lPKMkDfZozeWgHtS9ywMcU95s0u//ut4LzuqG88vOBIpfPz9fDmdjkgjW8L97diasxKdzaul6RXTSPXo7hnWVqn2MtsGBKP1r6eZteX7DxLOuOhRZ4X/5rdGUrdzPpSZMmMX78ePr372/JeGyOt7c3bdq0ISgof18ilbOzM87OZZwjsQilSYQBnvpuNwDtG3kXeE2r1XD1RjKnrsRyS6t6RfbxKstgAPkTYYAL4bkXcAWITsrg6e93FVjujlrFnMT1CbD1lqJfLxcDBNysqc8qw02GxvFm8+hS2H0/DNwB5z4zf74UiTBALV3BC7BBgaU7LxSydK6yJMIACzafZ+PxQgZHAq7FprDjZhNrBUjJyObwpWgGdKhPeGwq3u7O5UqEy0XRw/W16r+8PWW0zmAsYdTr+JsjihuzKzURBjiZ1q1AItyhkTe3tFIvAg183AokwwHX4snKNv8c07MMDOvWmO+3BtzsC196mXojmRjZExjJnsBIzlyN486ujfhlZ8F+/UX5KOotfms6EQdtucpBc135G25sQZ0XN1ttPn3jEJWdCGcYndmXZtm57fPPlwnw0V8nihr7pgCjQqGJMMAoz/WFPl9qpT2uQ5YCivmc0VBMIgw539VvsXkHoSv+2vDRnye4q2sMft5uPNi3RZH9r1Mysgpt6mdUYO6607Ty9+R0aPHnaCdNJg/5rMzzTCk/CyULIreZJ8IAqUGwur7az9BsVGUFQn4pZoUVmz81R2a2kRkrjlLPy4XoxPL3w3toQCt+2lHwnmRkrXWlS4JKUmQiDOX7fWfD/glwfxTo1HO6tpB7kMxsI5tvDvhYVFPnHi3q8v2WANydHch7alWg4NQz+QRci6NTk5t90XUuhSfDhnRICVL/3dgD1zdD5OaSd7Eo8adyB7fLIyKh+ALMtMxsToXG8swPu0u9qQYO15nb8A20qHPNlzjUhGveeWsL+bzPvA0Rq6HLbHXgP6C2Lh5HstCT99pccODHVv6ejPp4o9lsKoXJmwj7aONw1WYXHfuNQrr2JZ5VE+Q6t8Fd+3KfD/jQ7NzZyflMhZPhZ+v8gJc2zzGTHqb20w9fqz7OioM940o5yN9Nro04FhxdpkQYMI0HQuxRSv+b1EGTBzl74HLJi+bRpI57ocnw/I1qd401R67w0UO3cEurgmPqdGrsg5ebE4lpWRiBL9acZv5T/XHQaTkZElNoIlyhgrxyKvfkWvPnzzdLhFNTU5k1axZXrlyxRFw2IyUlhcuXL1O/ftFze1rL+ZsjKeZ1ITyeyd/vZsGmACbO38HefP3gLOXI5dL9cEP1JfSrsBWKvogBMgphTIGdtxQ9l3AxMo1OLLwxpdDXiuv/W17BRYz49+vOC3i4mieaGVkGHvziX175eT+TiqmhLkm60aXUSURBeTvdZQIljFgYtUudV/Bq8aWwlhCeVXAOxXNhCaYRTQu7mCWkZhUYyExBvdB3K2yAoDLadPwqjwxoTSPfEvqp543JWJvDabeiVPSSE70VPNvn9sdUKr9AAuBcelsMlFBIUoI5fx/n7NU4YpLSeWze9kLn0jYqN2+wK7QlaOQUVvJCFlH+SDMoWyum/06H8dvui8xdd6rQ19Mys+lQzNgVBy5Gcf5ayYWVilKBG6PgHwt/PitOnfonv5QrpV91ZsWuaxVJhIFCE2GAyXWL2GdboI+HY6+YHl4MLzhgU3GF9Hd0bsiwbo3YfS6CdUdD+X1Pwc/AxaH4W9oPVh0jK/vmb11fysLyiiTCaKDewALPXo5MKjS5KExh56aiDPfcgk5jVFuhlOaHcyPPXMyaQqZFSjwDl3+Ef3Lvf2vpUmnnnNMqT0P+X6i/tyujejXh1Z/3lZgI5zfAfXfxsec5fgq4sR+2j1ArKY6/CTfMaz7TlNJfI4vSwjmkYGw5iTAAinpfqCnD9SntKh+tOlbmWNJyWivlHw+hWAYS0vSFDjpZnIthJSf3By4WPq7Gon/Pm42MHRyVbKopXlbIbxjUOaurmsVmmk5JSeGDDz4gOLhsH7Ktef3119m1axdXrlxh//793Hfffeh0Oh566CFrh1Yq6XrzhG7BpkKaj1ByCWpJippPMb9/kgqZK9ZmlfUzKXsJ+bG07lzTV2zuWUvYdS4Spzw3Di38PPh9l2WmQWvkcK1MUzNXiJIFwUvg0JOVupkbem9+TXi80NeWbg/EYFS4UcTNzfjbCo6cO+rjzRwPiS1k6bIxKvDgF1vK1GrA3yGSXm7HipzyI1cJX6I+Dm77XR2sqbAbqUrybuSMkhcqwZ5zEbz+ywEe/WY70YnFDFxlAdlGh6r7PVQRo6IePjmDXuW1/Uw493++haXFtFYwGBX0pTh9eukSK+ezyyzst1f68/nahJFYp/6ieC6ass0UUOWCvoMMtdDweHDBYyejmIPi+OUYtp5SC5aKmlItI7v47zApXa8O2Aalm2axorp/Dt7mg84dvBjFc4v3EFHGwVJLI1Mp43lYm2d5pbjWD+af95nMThR1/EcmpLPo3/Ol+n3n18K5hPwhtpAp0sw2vhlO/g8CP4do85aKXVwLvxcurdq6OLwKadVXQMunoMNbJS9309WIMNLK8WEt3HJOHYAxonTdHUEdRGz+xrMkFdXHogip+pLvjXOmjMzvwIWCFXInr8SSkJJBUWVfhbUaqWwWm1oJKp5g2YKwsDAeeughYmNjqVu3Lv379+fgwYPUrVv6KYtsSf5J7XOft0yzr5K87P1llWzHXoTrS+5rV1XylkwHR5VtfuriPFF7qcXWVTqVf97ZnDSUoi7+p67Gsf1MeJFRLN5WfPP3iirrhW1grb04aLJLkWTk9B0tas+M4NYIPDuoo2ZWgfAsfwyUcs7vYpS2MM8S6jgWvOmvLprXKzio5NfrT1egZYi5VIOrui6L3xtVLGkMySp8dglr0ysOOFCa37YVRWyB5o9wObps15yENMvcs3i73ay1U0pf41puJ16HhHPQe7GpunPFvsJrwywhJLNZ2d7gcnMK0TL8YFMM7pRUj3asjE1+c9TVFV67mKssJxbzZZMMBea4KJNsRVfyuajhaOg5H+KOqs20S2HDtbLN256jsS4Qzn1S6uUj9H5Mvz6byOzKaS3ar60fscnpzPn7BBevJ5JtUGhSx73I8TZ+2RlY6LSdADFJdjzPcHWxYkUx88PaIacipkBSquhu0MOhiLnraihXjeVLg22Nr0PFazxtzcqE4ls4LNlRdK16WZq5VYV4g3eRJbIFlXCeCFoEF4uYfqUS7Eu9DVuskStOE4eqaiZdfp7EkUTZm+13bORT4LnMEmrnysJNm4lGUxXFXWWjq+R+8RVh04kwgFtDAK7FWK4AtizWH7vKwwNag7GKrsUhP6lT0dXpBVCqOePLy8+hjAVvqdfApzNsvb3Ub7mY2YqSzsEpJQw4WJQ4fWnnES+7M+ntK/T+JKMXGYozLppimreHr4VT70DT0rckrZW4h8LmXS+Jj0MJXcjy+Sl2EtHZlVepN+evYwRHJZOVZ9qkKzFFx7jhRNGDx1mDxZpJ63Q6mjZtiqtr1U+WLIpW1CVbb6ia24sYfcEO9TXZhcw21g6h0l3Wtyp5ITuTRTFzS0ORTaRtUZTe12I1d5z/xkIrKp36jhHYXmpUPJ0lBjSqZEl4lut9qw4EFzr4mKXEGX0sd6xa0JUs2xwL40Z2bZv8vMzc7EMbXcj8o1Xh4vWEqt/okammP58d1rHSNtPI8WrZvv/949S+8rEFBz8tir9DyTWLCanlq8XvUcGmzMXZk1yxQRdr62Jx1mSW/PlemAvbSz8Sspu2fIUyJ9I6gmOdUi2breg4k94JYyFzo1tK4PUks0TY3lgsGa5Tpw4hISH07VvytD6i6hgLqQH+51AIj87bXiXbd3Wo/jWhZaGrYPM8exCeaZ9dCoqSpVSfBjQO6JlTv+J9bk1SKrcJeH6H0m6t0u1Zgq1X1KnKf4zHJlXeOT7nfGlrCV4atlnofzq1pe3XDGclWHXzscmVO0ZAoeKPQYw6oFPr+l409q2c/sqdXM6X7fvPToWQ38q0jd2p/coWVBm46so2Y0ZZxCkVG7CylXMw2tIOTJYdXer1bk8q3+fp4WAAfemao+9IHkyCsWArHpGrwnd5cXFx/Pfff6ZRpJs1a8aQIUPw9a34SKmi4tydzUuCYpMzWLj1XJVt309X+HQjNVUnl7NsSqna+dOqkgNZPFh7nbXDsKjQrKbYS0pTkhZOwThqLVm3WrVZSoTev0q3J0p2IzmThr6V07yxpVOQTSZ3niSSiO0V+vVxPWLtEEqmcSl2LuDKdjHCOs2zOTML7tgEUCmDZwF468rRRSm7bM1tD6VYejrMXBarnStELZJIpA7lvZaHZdWvlPELMgzFtzorygj3VaVe9lCq/RUiV7UKJcPvv/8+n376KVlZWWaDZzk5OfHmm28ya9asCgcoKiYhzbzvxm+7Sz8fqSV4V90gs3ZhR3LF5rmzdcM9/i1Df1T7UIskcgeTsm++uvINbGIr+rvs5mxGZ2uHUa1EZ3hTkWPbw7li01wV5wHPZZW27oqozOaGFeHhbActj0JXEu833tpRVL2o3OkKLdit3oxneVritX4Jzn9a6sXdNZVXmOBYiZdYP4doEivQZ/ZW18OVMn5BM+fLhGWWvc9wZ5fSV2odSutBdbmHqSzlToY//PBDZs2axciRI3nhhRdo00btC3nhwgUWLFjA7NmzcXR0ZMYMCzbJExX27ynbH8ylOjuRWb1v5Nua5h+sPv5Kuo/qchEZ42XftfYn0rpYO4RqJzijYYXe7+hUed0I6uoqZ+TTikqm4nOWVobKrFmzmOMv8ElG9R87owCl8vtIl+sqderNMi0elFm+0Y9LI1upvFF9Q7JbVuj9t7qVMK1TOanTVJVdlrF0hZAGRYveRrt12JJyH3cLFy5k1KhRrFmzxuz55s2bM3z4cEaNGsX3338vybCNqaqBs0ThDFT9ZOJVqbY2ztohWNyF9OozIFhblwBrh1AhR7KkuZelRSRWLLGLiE2isW/lJIfpelvtr2+rcdkBQzoXwxKsHYXIEfp7mRaPp3YlBQIOlVjmrK9ga44YfeXsd2I5RvEHqO2QUKrlNIoRqRUuWbkLEhMTExk+fHiRr999990kJ1upb4YQwirqONl3M9zCXNHb5pyi5eGose/CMCNVMz96TXIlu1GF3h8WlzvoTUaWZZvp+jvb1vQbueTGsvwUvGrV3P5TBqPtjy5fPLtof1CIisXd08b64ztrStfX2xbHXLBF5T46+vXrx6FDh4p8/dChQ/TrV3mjzomyM1TR3MKiONX7zOSvu27tECwuCxdrh2Ax9n/0VV7/1JoqroJN6JrVy52WycnRsn1pb2SUb3CZymf/vyRr8nSpuZ/fvvP2PqiovX53FYvbU2eFUciLUd+xdIOlSTJcOuVOhhcuXMiBAweYNm0aQUFBGI1GjEYjQUFBvPLKKxw8eJCFCxdaMlZRQZl6Oxhco9qz11LV0nGslrsnhUi2Q5qnWlowZR+8Ja+o+NwaCq2F77xae5RtpFthHy5F28+87JYWn2rv+26v2VXF4q682dTLF1dpByo1VF7g1Uq57yy6dOmC0Whk3rx5zJs3D61WvQs23mwC4uzsTJcu5oOdaDQaEhMTKxCuqIjMbPlViEpWLfNGe2/WlsvOW0ljvzditusGFWuyuvHYVUb0rJxBdXTVsnBN1GTpmfqSF7Jp9noOrli/2cobP75yP0+jYq/fV9UqdzI8duxYNFL/bhf0BiOOOi3fbjxt7VCE3V5ISqla7l71qY20/1O23e+ADSrfAC45antU3qCAqdngZJuzGAlRokyjE0FZLajjcAM/B3U8jYOXoq0cVU1VsWuHLUwZ6e8Qhrc2kcCsjqV+j6Z61lBYXLnv8pYsWWLBMERluhqTTEt/LwJlBEcbUL1PTPafbAlR01Qs2/T3cTP9rTdYthWFu9QMCzuVYPDklbAviMhugBYDb9b7ktuBC+FJ1g5NlIO1b21+bDyFBo7X0WhAbyz9OfuPqGFYP3rbJ5eaGiBnOqX+bf2tHImo7uSUKyqXHGGW51Ohd+uU3ATYwcLVJxq5QxF2alPSMKKy/QAwomVx7JM3/xb2yJoF/U0cgml4MxEGcNKWvstjQobMMVwapb7ULF++HEUpe62WoigsX768zO8TluPmrDYAqFWr+oyKa7/kZt7+yHcmqrOKdQMIi0sz/W0oxz1CcWyhaaL9qN6tjuyNBlDk2lE28nEVqq5DbLmTcb1G7vtLo9TJ8CuvvEKbNm347LPPCAkJKXH5oKAg5syZQ6tWrZg2bVqFghQV09jXHYA29b2sHIkQwpqkGbuwtHaNvE1/p2bIjAXWopE6R5sywnMLDRzVaZR0GHimzv9ZOSI7IOU5hTqWcQvZSm66VpYyR18XaZZfGqUuEg4ODubrr7/myy+/ZPr06TRr1owePXrQvHlzfHx8UBSF+Ph4QkJCOHr0KNeuXcPX15eXXnpJkmEryxnorEeLulW+7atp0KwWUuJnEg/Uprp+IIpSHROuIKA11eE70xvAya7HA8uACs6LK8z9z+kdPs36nPIe3+P6tTX97eVWsZGp87uWAU1dqQ4/vUqnVOJ4t5bWqQGcrX5T0pvx0iWxsNELBGc1o45DLHUc4gC4s1N9/jtrz3MNG6mssZWPp2i4xUuppN97xUaTPpxcnz5eEZUQ20WgfYlLjQlexUf1P8Bdm8LnUdP4vuFLaEtRnTnBbyO/XHkWOYkWr9Q1w+7u7rzzzjuEh4fz559/MmDAAE6dOsWXX37JO++8w7vvvsvcuXM5ffo0gwYN4o8//iA8PJx3330Xd3f3ytwHUYzfXhpo+ttBp+Xjh3pW6fanRq9Hn60mSYpSkYI/hdx35/3bvmxpORF1xjoFe96PoowOWY7RaInv23ZsafkqkEV1+M5Gha7HYMffz6bmDwLZ2NP38N7VSbmftw2GfEfjQCCJ8hzf7eo74+BgXrpyV2vLtUB6JsJS1w/LesvxDWzxfLApurVNH2sAjE3my6dGWm3zTw5upv7R9cdK35aTVk9bl0v4OsTBA6kAvDqmW6Vt79WrM8r+/Xf/vkzb2NJyDGpCbPljf0bsOrIMVMoxvK7ZfVQk7vdjF5ORbfnYtrT8sFTLZePCWxEf82L4fK5mt8Dh8dIFoNPBQ5qF2Nq5ytZolPJ0BM7DYDAQF6eWeNWuXRudzn5KJytDUlISXl5eJCYm4unpae1wbEbOYVbe6biunznDzgkTTI8Hr1hBg86dLRKbNVT087Bl1XXfqtN+2fu+2Fv89hCvLcdoi7HZYkwgcdna9qt6u4qiEBAQgI+PDw0bNqzU7UDl7FdlrdsS67VUbOVZT3m3be3fXlkpilLlsVa4wZxOp6Nu3apvfitqlgadO/NwQABnz56lU6dO1g5HCCGEEEIIYecsMnGBXq/nq6++YsiQIXTp0oU777yTL7/8kqysLEusXgghhBBCCFEKGRkZ1g5BCLtR4WbSAFOnTsXR0ZFHHnmEOnXqEBMTw2+//YZer2fRokWWiNNuSDNpIYQQQgghhLB9FkmGBw8ezM6dOws8P3DgQHbv3l3R1dsVRVFITk7Gw8PDbtrnCyGEEEIIIURNY5Fm0llZWSQnJ5s9l5SUVCObSWs0Gjw9PSURFkIIIYQQQggbZpEZJ19++WW6d+/OiBEjqFOnDtHR0WzevJnZs2dbYvVCCCGEEEIIIYRFWaSZNEBYWBhbt24lOjqaevXqMXToUBo3bmyJVQshhBBCCCGEEBZlsWRYCCGEEEIIIYSwFxbpM1yUsWPHVubqhRBCCCGEEEKIcrFIn+GrV68W+vyJEycssXohhBBCCCGEEMKiLNJMWqvVotFoyL8qjUaDwWCo6OqFEEIIIYQQQgiLskgz6QYNGhAXF4fRaDT716JFC0usXgghhBBCCCGEsCiLJMMjR47kypUrBZ6/5557LLF6IYQQQgghhBDComQ0aSGEEEIIIYQQNU6ljiYthBBCCCGEEELYonKPJv3kk08W+7pGo8HFxYVGjRoxePBg+vbtW95NCSGEEEIIIYQQFlXuZtLNmjUjPT2dmJgYAHx8fACIj48HoG7duhiNRmJjY9FoNAwbNow///wTNzc3C4UuhBBCCCGEEEKUT7mbSW/atAlnZ2fef/99YmNjTf9u3LjBzJkzcXV1Zd++fcTHxzNjxgw2b97MjBkzLBm7EEIIIYQQQghRLuWuGR4yZAitW7dm4cKFhb4+depUgoOD2bp1KwAPP/ww+/btIzQ0tPzRCiGEEEIIIYQQFlDumuGDBw/StWvXIl/v2rUr+/fvNz0eMGAAUVFR5d2cEEIIIYQQQghhMeVOhr29vU21voXZvHkzXl5epscpKSl4enqWd3NCCCGEEEIIIYTFlDsZnjx5MmvWrOGBBx5g27ZthIaGEhoayrZt23jggQdYv349kydPNi2/ceNGunXrZomYbZqiKCQlJSHTNwshhBBCCCGE7Sp3n2FFUXjrrbf46quvMBgMZq/pdDpefvnl/2/vvuObqP8Hjr/SvRddFGjZew8RQRBEhoPhwIEKbgVEXHyd4FZwIk4UFdzgD5ChLGXK3pRRCpQWuvdeSe73x7Vp06Zt2qZNx/v5ePCgSS5370sud/dZ7w8LFy5Eo9GQl5fH77//Tu/evenXr59FAm+oMjIy8PT0JD09XVrCSyk+zDQaTa3WExoaSs+ePS0RklVZ6vNoiJrqvjWl/Wrs+9LY4m8M8TbkGBtibA0xJpC4Gtr263u7iqJw6tQpWrRoQcuWLet0O1A3+1VX67bEei0VW03WU9NtW/u3V12KotR7rDUuDBdLSEhg69atREVFARASEsL111+Pv7+/RQJsbKQwbJoUho01tpNTdTTVfWtK+9XY96Wxxd8Y4m3IMTbE2BpiTCBxNbTtW6sw7O7uTkhISJ1uB6QwXJ/rkcJw3bGr7Qr8/f255557LBGLEEIIIYQQohZcXFysHYIQjUatC8M7duxgw4YNhimTQkJCuOmmmxgxYkStgxNCCCGEEEKYIXEPXslbydFcC36jrB2NEI1CjQvDBQUF3H333axZswZFUfDy8gIgLS2NDz/8kMmTJ/Prr79ib29vqViFEEIIIYQQZejPfsGpRfNJvOyCb/BX6F9bh43/QGuHJUSDV+Ns0q+//jqrV6/m2WefJTY2lpSUFFJSUoiLi+O5555j1apVvPHGG5aMVQghhBBCCFHGqS8/5eROP+Ii3Ajd4c2pT1+zdkhCNAo1Lgz/8ssvTJs2jYULFxIQEGB43t/fnwULFnD//ffz448/WiRIIYQQQgghhGmJUQ5AceIhDYnns60ZjhCNRo0Lw7GxsQwePLjC1wcPHkxcXFxNVy+EEEIIIYQwg9+1k4GSCWL8hk2wXjBCNCI1Lgy3bt2a7du3V/j6jh07aN26dU1XL4QQQgghhDBDj9mv0mvmLNx6dqfdtGn0ePxJa4ckRKNQ4wRa06ZNY/78+Xh5efH000/TsWNHNBoN4eHhfPLJJ6xcuZLXX3/dkrEKIYQQQgghyrCxs6PnE0+gGT4cZ2dnbOxqPWGMEM1CjX8pL730EhcuXGDJkiV888032Niojcx6vR5FUZg2bRovvfSSxQIVQgghhBBCVM7JycnaIQjRaNS4MGxra8sPP/zAM888w19//WU0z/CNN95I7969LRakEEIIIYQQomrFDVRCiKrVug9F7969peArhBBCCCFEA5CTk2PtEIRoNKTqSAghhBBCiCZCukkLYT6zW4ZtbGzQaDRVL1iKRqNBq9VWOyghhBBCCCGEEKIumV0YnjdvXrULw0IIIYQQQoi6pc+O59SbdxF/Oo6cbh1o+dYqbOwdrB2WEA2e2YXh1157rdLX9Xo9V65cITAwEAcH+fEJIYQQQghRH069MYWT6xMBGxIuXMTZ/XF6vfKdtcMSosGz2JjhxMRE2rVrx+7duy21SiGEEEIIIUQVEs/GA8U9ODUkngizZjhCNBoWTaClKIolVyeEEEIIIYSogl/PDkDxfbiCX/8B1gxHiEbDooVhGVMshBBCCCFE/epyTS6ungVoNHpcPQvoMr69tUMSolGQlmEhhBBCCCEasZ2fXSQ73QFFsSE73YGdL39j7ZCEaBTMTqBVFR8fH7Zt20bfvn0ttUohhBBCCCFEFZJjnCk9Zjj5sjRQCWEOixWG7e3tGTFihKVWJ4QQQgghhDCDjZ2CTlvqsYOt9YIRohGxaDdpIYQQQgghRP3y9NdSOoGWZytHa4YjRKMhhWEhhBBCCCEaMUVfSOlu0kphrjXDEaLRkMKwEEIIIYQQjVhqrDOlW4ZTL+usGY4QjYYUhoUQQgghhGjE9DobSrcMq4+FEFWRX4oQQgghhBBCiGZHCsNCCCGEEEI0amWnUpKplYQwhxSGhRBCCCGEEEI0O1IYFkIIIYQQolHTVPFYCGFKsyoM79y5k1tuuYWgoCA0Gg1r1qwxel1RFObNm0fLli1xdnZm9OjRhIeHWydYIYQQQgghhBB1plkVhrOzs+nTpw+ff/65ydcXLlzIp59+yldffcX+/ftxdXVl7Nix5OXl1XOkQgghhBBCCCHqkp21A6hP48ePZ/z48SZfUxSFTz75hFdeeYWJEycCsHz5cgICAlizZg133XVXfYYqhBBCCCGEEKIONauW4cpEREQQFxfH6NGjDc95enoyePBg9u7da8XIhBBCCCGEEEJYWrNqGa5MXFwcAAEBAUbPBwQEGF4zJT8/n/z8fMPjjIyMuglQCCGEEEIIIYTFSMtwLb377rt4enoa/rVp08baIQkhhBBCCCGEqIIUhosEBgYCEB8fb/R8fHy84TVTXnzxRdLT0w3/Ll++XKdxCiGEEEIIIYSoPSkMF2nXrh2BgYH8888/hucyMjLYv38/Q4YMqfB9jo6OeHh4GP0TQgghhBBCCNGwNasxw1lZWZw/f97wOCIigmPHjuHj40NwcDBz5szhrbfeolOnTrRr145XX32VoKAgJk2aZL2ghRBCCCGEEEJYXLMqDB86dIiRI0caHj/zzDMATJs2jR9++IG5c+eSnZ3No48+SlpaGsOGDWPjxo04OTlZK2QhhBBCCCGqoAAaawchRKOjURRFsXYQTUlGRgaenp6kp6dLl+lSig8zjaZ2J+rQ0FB69uxpiZCsylKfR0PUVPetKe1XY9+XxhZ/Y4i3IcfYEGNriDGBxNXQtl+f2/2lRzeMRz/quefUmTrZVl3uV12t2xLrtVRsNVlPTbdt7d9edSmKUu+xyphhIYQQQgghGrWyBYjGUfgRwtqkMCyEEEIIIYQQotmRwrAQQgghhBBCiGZHCsNCCCGEEEI0akrRv7J/CyEq06yySQshhBBCCNH0aCgZJyzjhYUwlxSGhRBCCCGEEEI0Gg888ECVyyiKwg8//FDpMlIYFkIIIYQQQgjRaKSnp1f4mqIoHD16lKioKCkMCyGEEEIIIYRoOlatWlXuuaSkJH7++We+++47MjIyePzxx6tcjxSGhRBCCCGEEEI0Onq9no0bN/L999+zfv16hg0bxgsvvMCtt96Ko6Njle+XwrAQQgghhBCNmI2dDr3WFjV5loKNgyTREk1fVlYWXbt2xcHBgenTp/PRRx/Rpk2baq1DplYSQgghhBCiEbOxgdLZpG00eitGI0T9sbW1RaPRoCgKen31j3spDAshhBBCCNGIaQtsjR/nS8uwaPrc3Ny4dOkSX3zxBadOnaJ79+7ccMMN/Prrr+Tn55u1DikMCyGEEEIIIYRodDQaDWPHjmXFihVcvnyZW265hYULF9KyZUtmzpxZ5ftlzLAQQgghhBBCiEZj8uTJFb7Wrl070tLS+PLLL/n8888rXY8UhoUQQgghhGjUlKL/NUV/K5UsK0Tj5+3tXenrI0eONGs9UhgWQgghhBCiUdNQOoGWEE3dd999Z/g7NTWV8PBwNBoNHTt2rLKgXJqMGRZCCCGEEEII0ahERERw44034uvry9VXX83gwYPx9fXlxhtv5NKlS2atQ1qGhRBCCCGEaNQUjFuEpZu0aNri4+MZNmwYtra2vPPOO3Tt2hWAsLAwPvvsM4YOHcqRI0cICAiodD1SGBZCCCGEEKJRK9s1WrpKi6bt7bffxsfHhwMHDuDs7Gz02uzZsxk0aBBvvfUWixcvrnQ90k1aCCGEEEKIRq1sS7C0DIumbf369bz++uvlCsIATk5OvPnmm/z1119VrkcKw0IIIYQQQgghGo3Y2Fh69+5d4es9e/YkOjq6yvVIN+m6cuedYG8PP/8ML70EkZHQsyfMmgWPP64u88gjUFgIP/ygPv7uO1iwAMLCoGNHeOUVmD5dfe2++8DFBb7+Wn38xRfq38ePQ5s28P77cNdd6mtTpkDLlrBokfr444/h11/hwAHw91ffVzw318SJ0KULLFyoPn7vPdiwAXbtAg8P+OknuPVW0Gph7Fi46ip480112ddeg//+gy1bwNERVq6Ee+6BrCwYMQLGjIGXX1aXfeEFCA2F9evVx2vXwgMPQHIyDBkCt98Ozz6rvvbMMxAVBX/8oT5esQKefhqio/Fv1QpefFH9HAFmzID0dPVzBvjxR5g/Hy5ehG7d1HU98oj62oMPlnzOAN98Ax99BGfOQPv28Prr6ucMMHUqeHqqnzPAZ5/B0qVw9Ci0aqV+plOmqK/dfjsEB6vrAvjwQzX2vXuhRQv4/nuYMEF97eab1ePgvffUx2+/DZs3w44d4OYGv/wCd9wB+flwww0wdKj6OQO8+qr6HW7aBHZ2sGoV3HsvZGTAtdfCTTepnzPA3LnqcfTnn+rj1avhsccgIUH9Du++W/1MAZ56CmJj1c8Z4Lff4Pnn4fJl6NNHfd+MGeprjz0GOTnq5wzqsfvWW3D+vHoc/e9/JZ/z9Onqb+Cbb9THX32lfo6hoRASAu+8o37OoMbTooX6OsCnn8Ly5XDokHosf/YZ3Hab+trkydChA3zwgfp44UJ1P//7D7y9YdkymDQJ9Hq48Ubo10/9nAHeeAO2b4d//wVnZ/j9d/W3mpsLo0bBddfBvHnqsi+/rH7ff/0FNjbqZzh9OqSmqt/LxInq5wzw3HNw4YK6DMD//Z96jMbGwsCBcP/9MHu2+tqsWepx/+uv6mM5R6jLWugcQb9+8NBDTfsccdtESL8CI4fAuAfUuKB254hVq9TjTs4RNT9HrFkD06ZZ9xyxdKm6vw3tHHHbbdY9R/z+u/pcEz5HDI+6QqGNDXtbt2bY5cvYKAosXlx39xF33aV+NmDZc8Tcuer3A5Y9RyxerH7O0DjPEffdp37O0PTvI2bOxBx+fn5otdoKXy8sLKxyvDCARlEU6UdhQRkZGXh6epKeno6Hh4e1w2kwig8zjaZ2Y1hCQ0Pp2bOnJUKyKkt9Hg1RU923prRfjX1fGlv8Fo03Lwk29oOcK+rjLnNgwMe1Xm1D/kwbYmwNMSaQuBra9utzu7/06IZxh08995w6Uyfbqsv9qqt1W2K9loqtJuup6bat/durLkVRzI518uTJjBw5ktnFFYllfPzxx2zbto21a9dWuh7pJi2EEEI0FldWlRSEAcI+BX2h9eIRQjQQkkBLNC/PPPMMX3/9Nenp6eVey8jI4JtvvmHOnDlVrke6SQshhBCNhb2X8WM7F9DYWiUUIYQQVYjZAtFrodWNEDTe2tE0Kddeey2nTp0y+ZqHhwenT5+msLDqymJpGa4HOr2ek1HJJGbkWjsUIYQQjVmbWyG4aJyhjRMMWQYauZQLIUSDc+ZD2D4Gwj+D7TfCqXetHVGzERoaytNPP01QUFCVy0rLcB1Ly87ngc+2kVOgA+DOazrw4PVdrRyVEEKIRsnGDob9DgVfga0L2DpaOyIhhBCmnPmgzOOPoMeL1omlGcjMzOTXX39l6dKlHDp0iM6dO/P8889X+T6pTq5jX2w8ZSgIA6zYc8GK0dQvrU5PRk4BkqPNfHkFWs7HpaPV660diqgmRVGISckmI6fA2qGI5sDBWwrCQlhb1iU49wVEbwC51xFl2bqUeVx+PlxRezt37mTatGkEBgby/PPP06tXL3bt2sWZM2eYW5ytuxLSMlzH8gp1Ro+by6nyZFQK8387SHa+lj4hLXj9roE42cu4tspsC41mwepjKIC9rYbPH7mWED93a4clzFCo0/Pqrwc5GpGEjUbD07f0YkyfNtYOq2HS5kJ+Eri0Urv3Ju6BmL/Aoxu0vQcaScZL0YylHoPI38CxJXR+XColmqvM8/B3f9Bmqo97vAR93rZuTKJhGbIM/hkJilbN7TDkB2tH1KS89957fPfdd1y4cIFhw4bx+eefM2XKFFxcXKp+cylSGK5j00d24UB4gqEQPKC9r1XjqS8frTtOTr4699eJyGT+OhLJrYPbWzmqhu3Tv0INx0mhTuH9P4/z2cPDrBqTMM+u07EcjUgCQK8ofLrhJNf3ao2tjRTsjMRvhx23gDYLfAZCz/mwc6JaAFZ0kBkGvd+wdpRCVCz9DGy6Wr25VfSQvEftti6an8jfQJdT8jhssdUKw1qdruqFRP3zHwZ3ZEPmaXDvCnZO1o6oSXn55Zfx8vJi7dq13HTTTTVej3STrmM5+VpDAac5NXhk5xnvd1aeTP1Rldx844nDM7Il4ZpFFaRDxM8QvV69ibWgjFzjrtGFOkWGB5hy8AnQFt08phyB0LcARS0IA1xcZrXQhDBLzAbQFxQdswpc/j/pHttcOfqVnLuwASd/q4SRkpnHbe9vscq2m73kQ7DnXtj/CGRHml7GzgG8+0pBuA68//77BAYGcssttzBs2DC+/fZbsrKyqr0eKQzXsV93nzf8rShwPDLZitHUnynXdDD87exgx+hera0YTeNQ9nYqOUsqECymIB029oe996otk/serPNNyu2xCdosoKgiQqOB3MsYfVL5idaISpRSqNOzbFsYL/9ygJV7L6CXgp4xt44YjlmNLbi2M6rpLtDqWH84kpV7LpCcmWedGEX96PAgBN+h/u3oC0N+tEoYn20MLTckT9SDnGjYOlztIXDxe9g6QuZ8r2fPPPMMp06dYu/evXTr1o1nn32WwMBApk2bxvbt281ej3STrkNRSVkcumB8c9fCrXnUDN0+pD3dWnsRl5pD33a++Lg1gzFVGecg7FOwcYBuz4BL7SoAtHq5CbWY2I2QdbHkccQyGPAJOHiZXj71GFz4Xr3B6fo02LtVunrbMt0+bDQa6SJtSs95cOBR9W97T8rVx+qsV3i4nJTF2/93hIzcAiZf1Y47SlXoNSmRf8DR59Tx2gM+gdYTjF7+/t+zrNofgaLAoQuJ2NvaMOmqdtaJtTRFgawLakIal6qnyqgzrSeq3fvPfQHOrWDo8lIhKsz57j8uxKtjSH/eFc7y2aPwcHawVrSiLtnYw7AVoCtQ/7ZS97/8wvpNuHnwfAJ/7L2Is4MdD47qQnBzzW2Scgh0pXrwZUdCdhS4N/xrR3RKNqcvp9LO352OLT2tHU6tDR48mMGDB7No0SJWrFjB0qVLuf7662nXrh3Tpk3j1VdfrfT90jJch+JSs8s9l5Cey60LN/Hcsr1Nvta4Rxsfru/dmhbuzaACID8FNg+B81/BuU9hyzDQ5VdrFfa2xj9HHze5gbIYB2/jxzYOYFvBcZl5HjYNgfDP4eRrsHOC6eVKKVttoVcUsnLNzyqdnV9ITEo2uqZeAdLxERh/DK5dBTefAbuylQzWuyQ9uXQ3EQmZJGfm8+0/Z9l1JtZqsdSZzAvw3x2QEwnZEbBzktq6UcqJyBRDr18NEBqVWqtNxqXmcOZKKgXaWrRc6XXw352wrhOsaQWn3qtVTLWiy4eL30FBIqQfg5i/DS/FpeUYCsIAuQU6/j4cZYUgRb2ydbDqOLjpIzvX27aik7OZ//shjl9KZn94PHN/2o9WV7vC+JWkLO5d9A+3vr+J7/45a6FI64FnT9DYARq1l4ijr5oYsoE7fSWVR7/awQdrjzPz293sOBVj7ZAsxsXFhenTpxsySd9+++18/vnnVb5PCsN1yMam/MerANn5Wk5GpfDOqqP1H1RzlJegJj2x8DhRIymHoSBFHT+k6NQawszzVb+vlJsHGrckPz+hrwUDtIKcaHXC+QvfqTXn1hR4A3QsapG0cYSrv6+4MBz/L+jzisaC6SF+m5oBuRIBXuWnS3js613EpeWYWNrYgfAEpny4hQc+386sb3aRnd/Eu1l594E2k02Pr7PSDWVegZbcAuPC2s4mdINgUKrgplIgbqvRMz3beBu+BgXo3tqrxpv760gU0z7bxpzv9zDr291k1zR3RMJ2uPxHyePjL6kVkNZw8DHIuVzy+NgLlS6uVDFg4vDFRGZ8s4sZS3aV60lWa7oCSNqnVoKI+pF1CWI3Q379DInT6fXsO5dQL9sCuBifgU6vHtV6BVKz8knJql7Ff1mPfLWDxIw8svO0/L7nAmsPRlgm2CpcTsrirT8O8+Ha4zU7N7l3gBHrwO9a9R5j1D8V31c0IOsPRaIvVfH+x76LlSzdeHXu3Jn33nuP6OjoKpeVbtJ1KNjXDQ0Vjx08F5NWj9FUT1p2Ph/8eZwL8RkM7uTPzPE9y7VcmqJXFLaHxpCYkcfQrgG0buEGhZlw6l3IjYF290Hg9fWwB0UuLisaH6oH36EwagvY1cE8b+4djR9r7KrdTXrdwctGj7/cfJpvnhhR5fuik7M5dCGBIB9XBnW0XAKPSwmZ/HnwEg52Nky5pkP1Wvhz4+HvvkU3BApEr4Phqy0WW7VpNHDV19DvA7UwbFtJq7tH11IPbMApsMoL3FUd/bnzmg6s2HPB8HtPyy7gj70XmTW+Z6XvXbDmGFqd+q6LCZms2HORB0Z2MWOnaiY+LYfdZ2Po3tqHbq196mw75ilTQVVH41NTsvL4cO0JLsZncHXnAGaO64FdqfOZg135c5tjU5wKztS519/4HPPg9V2xt7PlXEwa/dr5MmlwO9YdusTfRy7j7+nMjHE98Pc07xz61ebThr8jE7PYejKaiYPaVj/ucpVpiprNub5lnodLv5aPRa8HGxsCvVwI8XMjMlFN4OJkb8v4/iEVri4tO5/5vx0ytKzN//0gP84ehY8lhlMVZsHWa9UhHwADFkGX2bVfr6jYlbWw6zb12HTwgTF7wb1TjVeXnlNAbGo2bXzdcHW0L/d6oU7PCz/uI/Ry7XpvVEenIE/sbW3Q6fWABg9ne+Yu34tOr/Dg9V0Z2bN6LaNZuQWU7RC1+dgVJgyqYGhGbjz8O1qdnq/zk9DzpRrtR0J6Do9+tcOw7b1h8ax4drTJRqxKBY1T/zUUiqKOW7Z1UM9XCTvBoyf4DjIs4uZUcizZaDS4O5U/tpoSW9uqr+VSGK4jX285ze7wNGxtNDg72OLu7EBeoZaUrJKLuk6n5/ONofQOacHQLgE8sWQ3lxIzsbPR8NzE3gzv3spq4w4X/xXK4YtJ6BWFjccu09LbhTuHdqzyfV9uPMXaQ5FoNPDzznN8/si1tDk5BeI2AxqI+BHG7oMWg6pcV60pChycieGGO+k/iPxVTXphabllulQqWihIBgfzx2KUHSOcllV1N/qL8Rk89d1/FGjVfZw+sgt3D6v6e6pKalY+T/+wh7yi1rL94Ql8+8QIowJEpaLXqRerYlfWqEmsqvF5WFxBqnqzYu8JrW4BmwpOkF69wKGF+v2hh8BRRVP/qN+PTq/w+3/nOXIxiS6tvJh2XWcc7Gx58PquHL2URHhMuqFAbE5G6bKZ1g+eT6izwvCRi4m89PMBQ3z3De/EvSPqr4tdOW0mw+kFJY89u9fJZj7dEMqRovPZ30eiCPJ2MRoTbKp7utnHurm02XD+a7VysP00cDNjHG5GOJz7TL2x6foMOLesXQye3WDQV3D8ZTUjsoMX7JkK/T82nJMd7Gx56PqSCqGD5xP47O9TAEQkZJKUmWf2lG9lu0ZHJWZWsGR5adn5XIzPJNjXjRYtrlIrsfRFLVAuIWom3/oWthiUMi1ILu2g6AZao9Hw6UPD+PtIFLkFWkb3bo2nS8UVb3FpORSW6mKq1SnEpeVapjActaKkIAxwdC50mlnxeU/U3ol5JdmlC9PVHCIDF9doVSejUnj55/3ka/V4ujjw0fQhauNCKUcuJtZrQRgg0MuFBfcNZs2BS9jaaNgWGkNxB6j3Vh+jtY8bHVp6kF+o44uNpzh9JZV+7Xx59IZuONiVP/bcTIyn79bau9xzBn+2VXtuAZx4Wb2n6Dyz2vux/nCUUSE8M6+Qc7HpdG3ljaIoHLqQSHx6Lld19C+p/MtLgIMzIP20mjit13w190JDEb8Ndt2u9lJsOb6ol1vROfOq76DjAwDcc21HTkQmE5GQiY+7I4+PqZvrbmMiheE6svHIZeyc1EmfM/O0PHVTbz7ZcMJoGZ0CGw5HsfZgJB1benCp6EZBq1d4b/Vxfth2jnuHd2LHqVjcnOyZPqoLgV7Vm0i6pqKSsgxZRDVouJxcfvyzKZuOqa2biqLWWu4+G8fdcVuMuygfnw+tblLHD1bWQqfLV7v1aWwgaLyaoKJaTLQe1FWmP72JVgozGrl0ej3nYtJxcSz/UyzQVt3y8e/JaEOrIsCfBy9ZpDAcFpNmmCcaIDY1h/j0XFr5uJq3ghxT4+SsmFCqIA3+7g/Zl9THIffA0J9NLxu+pKggXOTSLzD4W3WcMfDu/x1h19k4QL1h0Wp1PDFObf2dfl0X5v1+EK1Owd3ZvkZza5fuvnQpIZMftoWRX6jjzqEd6NvOl+z8Qn7bfYGkjFyu792agR3MLxR8veWM0WH5+54L9VsYzolT5xXOvgTBt0Pr240LwwGjIPxryIuDkLvAo2aVAudj08nMK6BfO/WzMTqfaTRcKXM+05jonu3sUL1Cw75z8aw7FImHsz0PjOpq3HqalwT/Xg/poer57NxiuOk0OAdUvML8FNh8tXpTDXB5Fdx0pvJzpjk6PaZ2+z/6DGgz1eEM28exteMh/jwYg4uTHbPH96S1r3rjfT4uw1AXpFcUIhIyzN9WmXOgt5mJFC/GZ/Dssr3k5Guxt7XhqxEHaKUv1RUzJ1LtaWTu+DxFgcIMsPeoXVd8GxO3TDmX1PUXrdfJ3pbJgyuv6FAUhT1h8cSmZOPl4kBGrnpd8nR1oG0VyYiy8wtZdzCSnAIt4/q2IajCc7KJ/WwG8zt++88Z/th7EUWBwZ38eeOueqh4L1aQhuGgV3RqhVMNLdsWRkFRRUlmbiEr917k6Zt7Gy1ja0Yrpl6rxcbOArf62ZFwcBbkRNKl3aNMHHg3205eKbfYrKW78fNwomewDztOxaBX1GRN7s72TLvO9Pn8yRt78vnfoegV6BTowcyKelPp9SUF4WLnvqhRYdjUvUzxOXv59nP8UjQTjIujHZ8/PEz9ne17AGI3qd9t6Bvg0gY6Plz1xrIjIeWoOkTInErQmtp9l1oQBoj9G6ORsGEfGgrDXq6OfPbwUCITs2jl44qTgxQF5ROoJ9tCo7Ex0cqr0ytogMiE8jXm8Wm5fLC2pAB96nIqy2aPxKYeLmjDu7fkp53haDTqDdA1XSq5aSvFx82R2DR1fKVeAV93J7WbUEappAhxf6v/Dj8Jw9dC65vLr0ivVbvCJO5WHweOhpGbqrcTGhvo8xYcfV597N5FzZx6+BlIOQiBY6DHS5apKU8/Vf65nCvgXqYwlBOjdqNKPUqB3/W8GPk/TkWbbi3J06oJ1yrrkujl6mhofbTRgI+rZbJ2t/F1w0ajQa8oaDTg4mBXvW7Snr3LPGFTg8oMC4rZWFIQBoj8BQZ9VpJYK+JnOPBIUdKzMnfwto5FSTLUQlZxQbjYzjNxhsLwgA5+LH9yFDGpObT3d8fVjO5HZYdS+Hs68fuu8+wOi+NKchZ5hToUBU5EJfPdjOv49K9QjlxUxxZuC43h4weuqbwmvZSy46Jqm/ik2jb2h7yiXhThX8CFb41fP7cY0KvJSE4vhBtPVDsz52Nf7+RS0fnU2cGW/3vuBkZ0b8kvu89ja6NBp1cYYsb5zNPF/N/Shbh05v9+yPA4LDqVpTNHqoXstFOw+RrQFhUiFZ16wxK/DdreVfFKUw6V3NiAmg0964LaultMl6cmeUs5Ci3HqK3HlV0fdDpY5Q+Fpcfb6jmVHsgH684Ynnnkqx38OHsUvh7O9G3bgmWKen4B6N/Ot+oPpMhVnfzZH55gKJYN7mTedeT/9l0kr0CtjPMkAf9L7xiX7Wzs1YKtObKj4N8bIPOceg0YtQVc25i9D0a6PqO29hlVshZ1kzajK16xb7ae4f/2qeMiHe1tuL5XEK5O9ky+qp3JilHDlhSFl34+QFhMGhpgw+FIvnlihOmW5JAp6m8s5RCggf4fNaxWrDqw5kAEK/eUjH/cH57A5uOXGdOnht+3OWI2Q/iXasVdbpmxiaXve+pAv3a+eLs5kJpVcaH71JIl9Joxo3Yb0mbD5qGQG0OhYsv/TuVwKm9fhYsnZ+Zx8HyCoeVVUTCck00Z1bMVKZn5pOXkM6ZPJcPLTBb+a3ZMj+3bho1Hozh9JQ2AiYNCDL+jNQcuGZbLK9Cy/VQM91zbCVKPl7T8a+wg7WTVG0rYpZ5/9PlqhfrITRBwXY1irpSimBinXjyNYVFyryJJGXk8v3wvMak5eLo48O7UwXQINPN82kQ17TNjA/JfWDy5FSXG0YCXia5UZRsWEzJySc+uXaICcwUUFcAUBWxtNLRwdyIxI5ekjMq77pbt6uvj5lhJVmVFzdQbv6P8SymHSgrCoCZ5MVXgrEq35+DGUDWxwfijcOodCFukrvvkfPVvS0jYX/651HPlnzvytFoQ1+dz6GJ6hQXhYk//sKfS+QMnDArhqk7qOOEW7k48O6FsIbRm/D2dmXJNewK9nOka5MU7U6/CqcwYyv3h8Uxb/C9TP/mHLcfVGuLo5Gw+XHuCLw+7olBq+RaD62astrkcW5R5wlbNUAvqjeze+4umSNBT7pc38AtDhUlxz4fScvONW/BbuDvRK9jHrIIwQFt/45agK0nZfLc9jHOx6eQU6NArakRanUJEQiZHI5LQK2plExo4UY25y9sFGG/LrSZjhfSFNR/bm1dmOEG5lpOii7eiA10OxGyocFU6vd5QmM8t0LLvXDybj0cZ3XTlFuj4avMZ7ruuMzcNCMbFwY5AL2f0eoX0nAIuxmeg1emxtdEQ4OlsVI7s2srL7N06edk4mVN0ai5P/7CH7adi4OyHRfMrl+HWTm2t3P8IbBwEJ9807kHj3lG9iUED2ICda0lL6Plv1Z4O67qqlQZxm9XpksK/rDzQc4vKFIQBbDivGWL0jF6BD4sqYru19ubte65iZM9W3HFNB168tX/VH0iRl27tx30jOjO+fzDvTxtCpyqm8Cieo7f0d9jB6SL2mjLHSZ8FYO+udlfcdDWsbgOhb5k+Lo+9pFYiAGSdhxOVT7FhRFHg/Ddqi9D5b8E5SM17YURTriD8x94L3LvoHx75cgcX49PLrXb9ochS+6ynja8bT4ztQaB35T2/UrLyORudVtRKD1l5Wk5GVpBIzM5VHbM6aquaub1zLQtEjcD3/5YvfEbEV36NrZWYTbB9LESvgTMLTPREM+9+TavTl5vPe9p1nXEoGqrh5mTH7VeX72Vka6MpN62fMQ2JB/eYFUPFweXCxquKCvoKR3L6ciqvR6Vv0Svg4qBeW4obbyrrwfT6ikP8sjucv49c5tkf9qrDKXT5kHxIbUAozbZMi25mJRUOuoIKE6dm5BQQk5qDjUY9w4bFpBu+Aw8XB8O1QK9QMtSh1c0YMkcrWmg5tmQ7h56EdV3gv6nqkLBiZz8q6ZGoL4Qz71ccbxGtTq9WhBdUIy+CRgMtBpR5sqiI5xQIAz4zPPvbf+eJK2q0yswtYMnW0zR30jJcxmuvvcbrr79u9FyXLl04e7b2NXxlyzRO9ja4OtnTr50vEXEZJGZWfeLMydfiXfmUpxaxan9JNj+9XuGDP48TlaTe0I3sGUS31t70bONNh0Djm5vEMoXlxX+d4IcWkVRMUcfRBZRJFGWq1t/OHTBxU1kVrx5A0ck7cS8lSXs0kFymEKvNhbCPIfuyOrbY3LHNiTvLPxf/N3Qt04Um8wIoOi4XtOLduDlVrjYpI4+oxEw6B3mZfN3BzpY37hqETq8v12VKq9ObPe7xSnIWH687QUJGHuP6teHYxUROFE2p4u/hjLerI3pF4eN1J9gfnoCPuyOXk7LQ6dSskh+uPU6HAA9e+mU/6TmFPOzzDRqvUgd88l618Gmt8WqBo6HlTRBbXLjSwd57YciPkLiHcomcSgsYY/jz6k7+rCszVUrP4NoloXr19gEs/PMYcWk5XN+rlaHFqDQbjTqGtUOgB+0DPLgQl4FeUVAUaB9gfo3u8G5BHAgvyVg7okc15mvVa2HfdLXbuGMLGPaH8e82N1a9STCVJbqmSg9rOPupWoFl587fPsv44r889IrClCHt2XE6lphU05m7z15OZM/ZODYUfW+ZeYW8vvKwoZW4TQtXPpp+DW/ePYhFG06SmpXPxKva0rcaLaBRJroOn7mSxpkrR+kzVIeXRlNSx6Kxhy5z4PR7kHywpDUp5RA4+UKnJ9THbu1h2Ep1HKKto9qyZ+8B8dvVXgymxG6pvNCjNTHcxX84vTq/AsuMb4hKZ0If0MGPAdXojl/MycGOe4erCYT+OhLF4r9O4u3qyMzxPWnTwpVtoTGEx6XTJ6QFV3cO4J1VR9kbFm/UCJygtEfR2KMpLmg4eEOnx9W/d05WC7qKTi3kevUuN2+ymuW/uJJFX70sv2GfwJFn1OP64g/quaLVLerfxV+o3wi0Wi13f/KvobtzabOX7mHtC2ONEvPY29mSX5TnQVHKT6tXEXdne1wc7cjN1xoOp5YVFaD1Wth9J1xZBbbOcM3P6hj9RmL9oUj2hMXRt50vU0qN7z8WkcTJqBQCPJ0Z2i3QZGKp0pIz80hKz6GFRx1Uxp75oPLXW02q9GVFUViy5QxrDkTgYGfLcxP6cG13NS9Ar5AWLJ+t9jIK8XUzVK7GpeZwMiqFtv7udGrpiZerI0kV3jsq+DltgaiV6hjX6sqNhXU9QVtS4WKrqbo3kQZ45IauZOQWEhadRq8QH27obbrFV6vTc+xSclG0CnoFTl8IJ3jH9SVDRPq8Cz2KsrZrytxDKCYaC+L+hb3TIPeKOn3fsJXqdSk/HfyuATtHQqNSSMsuqWQ7G51GUkYe/p7OzJ3Uh9dXHCY9p4BhXQMZ07eoZ8GAT8G1HWSGqfONt7pRff7MQrW7NvqiudCd4OqlRR+YS1HOkaJPpopZTZIz83h22V5iU3PQaCDI24UXJver8B7QSL8PYOtwDIXg1pNgyPdg64qChvSsfDxdHYpywahnEL2CITdMXUlIz+XwxURaervQt63519X6JIVhE3r06MHWrSXTTdhZYryFCd6ujvzw5CgAJi3YWO71Wwe3ZdX+S0bPeZk55qo2UrLyyMgpOUkoYCgIg9o1c1toDDYaDW/fcxVervasPxRFSJkWLij6kbUcX6oQUpaNUfcNA42Jz3zTVQS5DINuv6o3hzUROApSj6DulR78hxu//s/1asEN1DmDxx0Bn35Vr9dUIc+21MX3yjr1ZJl6GIC34l6ikKr3wc5GU2E36SvJWaw/HIWDnQ23Dm6HV1EX6dSsfF797SDhsem083fnzbsH4VfFjcAbKw9zOSkLvaKOlyntRFQK9y/ehqeLA+lFx0V6jnFLjQKciU4jteji4mpjotJCm2WZBFp5SWpLTcphdSz5oM+rns5Aoym5sBaL3QRr25kuIJRWaozSgI7+dAr0IDyupPBT23m0W7VwZdGDQw2PyxaGNRoY2jWQ265uj5+HM/PuGMCXm06RkJ7LuH7B1cogPrp3Kwp1eg6dTyDE3427h5XKdHp5lTp+195DLXh59TJ+86Vf4FLROOv8FNhzD0yOVu/mD89WEz0B9HpNTSxiiq0r6MzLPwCUtPTF/gtHngLgj8QRfBOaTXG/2V//q3zamMjkPJNTRxQnzbqcnM1H644zb8pAPpp+jfmxlXI8ouIC1kHHB7jBcYvaKm7nDsP/hN23q8dj2Ru546+o30OXp9UbrTaTyxdgSidFKiuvkumg0k6qN2Iau5IWLI0T6PII2HMNYNxlPcTPcrWuJ6NSWLRB7VJ4OSmbV389yC0Dg/lm61lsNBpW7YvguQl92BsWD5TUG9xzbUfuGDIWTXIQHHhYzUVQkAqHZsLgpUXT15W6uUw/U74w3HkWxBZfXzXVG18YXXTdKv6eIr5X/5WWuJ0nl+4xWRAGNXdGckY+fqWmXyubWKzQzOEKDna2vHHnQBZtOElOgZZJg9rh7GCHXlHKD5+KWqkWhEHt9bJ3mnpzXHa53Hi1C7lXLzWhmpVsOX6FdYcicXe2J8DTiQ1H1F44hy8mcSU5i2du6cOqfRf5ektJd/5v/znLF49ci6+Heg5+bEwPw3FWbMfpWHacjuWVW/syrHs1Kv/M4VRFt/+Yv0oKcSYcj0w2NDzkFepYsOYYV3Xyx9Helqy8Qr7cdIpzMekM7OjHozd050KcmjCz2KM3dOFifOVj+HsMTVCHitWkMHxqgVFBGKCf8zGGuOxlb84Qk2+5eUAwN/YPMXS7vXmA6Wzq+8MTWH/4Eq19XAnwciYxPdfQrbpd1IugK3W9PvFKyefY8WG1tbVY4FjjFWdHwraxJec4bRZsvwUoeuwcBBMulLuvsrVRM2MD9Gjjw+/PjKZQpzdO+mXrAN2eh6S9UJCkJkO0dzfuLq3oIO14yePer6tDYvJiAb16LgpbrJ6XTPhj70Viiyp2FQWiU3KYvfQ/fnxqlDrssCI5MZAXD4O+gKT94BoC3f8Hdi6EXUnlueX7KNTpsbPVMOem3uw8HUO+Vo+NBu4cWr2hSNVxJTmLWd/uNkxd+OCoLmYl461vUhg2wc7OjsDAwDrfjn2pH1mhtnzNzNGIpHLPmcp6WlPZeYU42Nsa1UorisKLP+03a944vaLwxcZTXE6uuLU2xM9DbV2tqDCssYWuT0PET2rGYY8u0OMVNYFOWfmJeOevUbuZ9HylyvhMB12IUTdYl7Ylf2vzSwrCxXZOgptPq13OSks9UZTl1Vk94dibSHqSFw87JgAaiF5r9FJ0YUvMGaVgY6MxmSQjLTufp777j5x8HYqisOt0LJ8+NBR3ZweW7zjHhaLCWmRiFkv/OcsLkysv0F8pKghXpmwBGNT7Kg3q2OXBnfxwdbQjt0DL3xnjGOu+teS+y9YDLv0GedHQagK0GFjlvgOwoa+azGrMYXAtKvQdnq3eZKCHi9+rJ/1e8ypfj15XPuM3VDl/MAD5iUBJF7XLKcaFuc3HL/P0LTXvnp6eU8DXm09xKSGLIV0C6BXszcmokgyhEweF8MTYnpyMSuHHHWHsOB1LVq6WyYPbcctA9UZDp9cTHpuBu5M9rVpUnORMo9FwY/9gxvdrY3gMqGOhdt2O4bexdSTcGms8zjs/EfWY1av/ilvYUo+WFIRBHcPqM1BNkldOVecvjTqusbjw4VPUJTfsEwCiC4L4JvlhqpOMTadX8HSuvPVo77kEFq0/wdO39DF7vaVdSTV9HGmAdu37wVXhaq8Q97bqPKQFKSaXpyAF4v5Rb55uPGE6u7Z9JRVK6aV6MOXEqK2l+UnqHJhHnykaGqAv6mVjB9p0SN6Hk2KDEznk4UzxZ3skIpl95+K5urN543wrc6lUy7leUYhLy2F1UUVvcdfEPWFxuDvbk5VXaKgD6RToyRcbT5EUk8w7nmrLvgZF/d0H36ken0ZdUU0UKm3sSo4pTVHugrwktUcSijr/eEW9Gbz7qt9FZT1HwHDzWpHX/zjM+/dfjXNRohpXRzsKtCXnUxcTrZupWflcSc4ixN+drJxCXJ0d8HSxp1dIC76dcR1bjl/ho3UnWPrvWXq08ea9ewcb37gXlikk6XKKPoNSt33xO2D7eLWw7OADN+yqs4zulTkZlcIHa49X+PrO07E8c0sfVpcaywnquXPGN7twcVR7INzYP5j+7XwJj0vjrT+OGi373prjrLdUYTjxPzjwhJp8rjIZlXc/Tc82vqYW6vTkF+pwtLfls79PsuN0LIoC6w5G4u3qyF9HjHslLdkSVmWoaq6aGvbIit9a7ilbjZ75gW9zubAVP2c/wfaUvkavh8Wk8eSNvcq9r7T/zsbxxkq1YeAAibTzd6dHGx8uJWSSmVdIdmYiinOpepvSrannyg4FKXNNST1hYtq1Uo9zY+DMByTYPWS0hE6vUKjT4VRULNJoNCazX3PiZbVXD4BbRxh3EIJuVLO3a2zV31hurNqw0v9j8O6tVg4ffLxkHYefgU4zTI7hL1tRVryH20NjuH1IBQk5i4eLaDMBDQxZDu3uLdr1bN77Y4+hZ6pWp/DTznN8O+M6zsWkEeLnThtfN5Iz89DpFbOnzTPXPyeiyS8s+f7+b1+EFIYbi/DwcIKCgnBycmLIkCG8++67BAcHm1w2Pz+f/PySi3FGhvmZNnuV6l6pNXGtjUgwLmQ62duWG7dZEzq9woLVR9lxOhZHOxtemNyPa7qqhf/MvEIuJZrfFbmygjCgZh4tSKF8mqAiSqE63dLJ+UXLaNTEU73fqWCNGsgwMRbXHClHDTfVBpE/QeubIOUkbDRRoMmJgkOz1S4v+kL1pkGbDVuGFo0xRS2YFZpo7UoovpAU7Vep/R/ocoR9OVdXGXKBVk9UUiY92hh3xT0bnUZWXskJPiY1hzs/2srciX1Jy843JNXSKwqpFVRsZOcXEpeaQysfV1q4O5FQxXjwsrxdHZgwqC1ancKN/YPx9XBiwX1X8/2/Z3mM74zLK7oMOPS4erE49Q7csBt8q9j/X0qt4M8AuPE8eHUo061ZgYTdpt5dIukA7Li5qDBXAy7BcPp9opJz+OrisHJdimpbP/XWysOciFILRxfiM3C0N75ARiVl83/7LrKkVIsIwHf/nqV9gDu9Q1ow98d9nI1OA+DBUV0Z0tmfBWuOcSU5GzcnOzxcHMgt0NHSy4VXbu9fPknPvgcw+n0WJENunHGioeDb1XGZhep2DN15dSYKgrtuUyuR3MpcvCvMH1BMAf9RkHtZ7UocqPacKU6ilahrgamCsL9HxcfvgPY+3D6kA/vCK//+Nx2/UqPCsKmbF1B/H6N6tSIjt4D83Gwcc2PB3kUt7Grsy0/RY6CoN1QpR0wXTMr2cChNm1F046hRW0cyzqiPo9cV3XgV/W60xuMobTV65rV8h3fiXyRLr1am5BfqeHfVUf7v+TG1nmaqT0gL7Gw0Rb8Vha6tvTltYkqY16YM5P0/j5ORW8Dkq9rx3b9nuZyczWDn02g8y3zz578tGfdfzNRvMWxRqW7SOrVVKT0Msi+WrOfm02Bnortx7zcg+TAkbq9w3wpa3opXigO5FVSIAITHprP5+BXDHMtP39Kbt/44QoFWT+8Qn3JJg0KjUnipaFqd0mw0sOiBa+gU5MXiv0MNFQmnLqeyLTSGsX3boCgKekXBrs2tcOot9XoKavKvstmwT84r+U0Wpqvdfq/+ruiz0qvXOlMVvdVRmAmxm8HeW00cVKplOjkzj7TsAsJj0ypdhbuzPYqi4O5kR0KZwz89p4D0nALe//M4rXxciUnJ5v1KCtYmKYr6m9AVQsI2NSu0/3DwMJFpX5cP228uqmyookW/okqvIgM6+Bmdu67tFsiiDSfZXSZJowIcuZhU4bW8Uho76P+hecue/hAuLVeTng75Cbz6VJqrJcgxrdxzgZ7Gv6MjFxL5ZMNJCnV6pg7vRJsWbnyxMdRomYiETBbcO5i3/u8IAD+l3kU/52OlVjpa/V+vA32Z31ncJvVYLUhVh1B49wWNIyiVfFYFGfxzpnwvmlOXU7m6cyUNYboCNUdDsazzcHk1dHhArWSL+kNt1MktaqX99waYdFm9BzGiVcebtxpfbhMTB7Xl7yNR6Mqcy4J93TgXk4afhzM+ZVuIw78udR1W4NTbamG4IBU2XkVO9nzAi+IzaE6+Fn9PZ0PB98cd5/hpZzgA4/q2Yc7NvUzOsFAT7i4OhvtRjQZD63tDo1HMmQizGfn777/JysqiS5cuxMbG8vrrrxMdHU1oaCju7uUvCqbGGAO0GXSMFh3Vm53USz606JiINs+e9Cte+HWNJzfNmbxEL666LhP3gkA27cqkZd9oUi/5kJfmTOuBUSScDaAgy5Hgqy8Rd7wNfVu35NMFbixaBPn5MG8evPGGur3iv/WKQtfrL7D0M1cCWjjy1UIvPvrQBk9PmDYNPv0UssnglPYIVw4F4+SVi3fbFFzjunHHWF969NRx7/ORuAVm4OyVS+LZADxbp2HnVEjyeT+826ag0UBKhOl9yorzIKBnLJlxHuQkudKybzSDsyKwSUrikVFLWHt4IvHpAcwe+ynLdk4jPdeLuTMusuib1uQX2jNv8hu8sW4h+A5l3pChvLFabfGbN/kN3lg9D0e7fJ6a34eFP99otE8BATBxIixZAiEhMGIELF8OXVpF0Ec/lxU7RtCnezYhDn+z9sgEBnfYj5drGpuuvMyIO4bDjonsODuCsb03kZbtxf4Lg5nQfy2RSSEcjxvJlKneHN+4kbDYTtw/Zhs7jrQnMimER0ct4c/DE4nP6sTs0W8V7ZMnc29eyKKNc8jXOhhiL70fBXo7zvXvwLnt3bCx0xN89SUu7W6PnZOWoL5XiNrXFge3fPy7xqO/2I07bwhgxAj44QcFe68MWrTJ5quleeW+Jxc3PW2VboTlq1PopF7y4cnpnrT2bMH+/TBhAkRGwvY9+UTYHSXhsiv5KW4E9LlCSoTpYy/mWGu0eXa0HXaRqH1t0WttaH9dOLpT/RnQwa/8cfhaIY4XP+CpcYtYuH4uns7pTBu+jE83zSbAM56JAzaw5NgXhAwazohhOpa//h1d/A7RJ/g4K8Leoc/YUYRkLmTtX3Yl39OJsYzotgeG/8GObz5nbM+1Jd/TsKNEtvqR48dhyhQ4fhzCwuD++2HHDojc/iOPDn2XPw/fUubYK/6eniJf62jyewKY9+h2Xvt6FBtzRhM4OJZLuzuU+55CeifjGd+Hawe6lxx7XaBPH1ixQv0/JATWroXBg8HTU2HNOi3DrlX4cO2JCs8RWXEetOufQGa8B0nRTuXOEV4ZXXDWuxPve8DwPbW/9iLRB9uTnwftrwvn4na1K3Tx366O9uxe1Zo33wRHRw1PPalj4cOLyn9Pc59lyY/+hAQkMqLXYZZvuIou3jvp4/IlK/bfRZ+xownp3oa1f+oZ7PIGXrq96vfUVU2ItyPtbcbe2ZO0NEqOvd8f5nhkd6YMXsHxqD6ExXbh/mHL2XF2RKnf0yTi0/2Zfftmll1aQ3qWE3PnZLFo1mKyC10I7deZi9s7F+3T+XL7V/b3NH5SDqnHO3PgciT+XeONznuxx1rh4puNe2AG8aEtef2x9kbfk5cXbNqknk9APZ7GjsWwT4OH5/DRigjiLzmXO+8Vf0+Dh+yhV3QYKRnezB67mGU77zfv2AuawLzpf/DGuy442hfw1FxfFv4xHU/7K0wLGlbq9/QnS/59lBDfSEZ03cHypGN0aRNNn4zbWLF/Cn2CjxPiG2l83iv9PZ0dwXU9t7Ei/nYOXBiEZ+d0o3P51N5Xs3N/Dv1HppAXE0BWihOPPgp//gnx8TB7NixbBunpMHcuFV6fnno+j8jETO54MJXQze3ZdOKS0ff02MO2xB7qYDiXT3j0EjZu2Xi3TSHuWCDPdf2Y/iFHWFnZPvXYB8NWqN/TGD1pB75g/349E/qtUs/lUX2ZMj6C48fyjY89l7k8OqeV6X169CyL5q42/p40Drw6aT5v/vk6x20mQM8zXDBx7JU+R8x60I0L+1rRMkjP2BtsWfq9npZtChg51JHF3+QSkX8Je/dsdNHBOAWkkFGYSVLRNbfsfYR7bivy/S4afU+9PDqSm+JOnOdxYs65087eiQ+fS2Htegfi01ow+3+tWbZcQ3piKnMnLmbRbyPJT4th3rgneGP1K4CGeY9t542/PwONPfOGXMsbvz2Bo2cATy2cxMKPXc275pY+7/XIISTuEdb+N0D9njoPZ1PETEaMgKMXE/nhj0xadEjECSeiz7ubvI/IT3Hnf08589nyFDKSHSu9Pjlc6s25K1kmz3vdWnvxy9fevPmmBkdHeOopWLgQPF2zmdZhCp+uuN749+QXzYhp97F8fV/jfeqWRkjkpEp/T0b3EXOfJjISjh/XmLw+hZ/X0XtkPId3u2FT4MIph50mr7njpyaw448gcvK1JvfPxk7Pc/EPsj7pIZxtMxnu+SebUqYy4unbmHi7e+XfUx8I0fzB2t+iSvbp7FRGDFfgyiqjfdp7/mrS2npwKH4AWXHuBPSMMzrvjQoYQHqyI7Nm2LLyDx1L/44keHDF9xFG+7Gj6O8R4STv8mNo4GXmzU5g4aqH8fTSMO1+hU9nflz+vNfvPMu3XE+Xdmn0uWMWK37T0sfrN0J8wll7+lEGuy/EyzWl5HvqOZ/v/+nAZduzRtfc6VcNYPf+QtK8z5B02ZU2jq25cXIuv/+ZS0GGC++/6sa2D98mPs2n5D7C+x7mvtlZPe8lhTFv8NXG5/ItP0HWOeN72HGLWPjPp3j2voNp0zS8+Ho2l7MS6X5VOroLXWndWmFzzEGj61PGuTbY+qTg5p1HO30vJo1zLbk+tflR/Z7OXMvY3ptJoy/7C95T72F3/x+/ht1JaicPMuM8yUlyZcrdOlrpOxEZCbffk8f0lyKMfk/DOgbz3htOlZY1Sv9t9Hsqc44Yf6OOR/6XSDrJBHfNICizH0MGOlV4b6Tuk8JHH1mmMG4uKQxXIS0tjZCQED766CMeeuihcq+bahlu06YNo15aYZhnGMDBFnzcnQ0Z3Goi0MuZH2aNrLTG5qeiGh4FtQ5o6vBO3FdmHtFP1p/g76Pls+I+Oa47I3u15tb3N9c4xvIUNra/BUVT0j5qZODnaoKDfdPUxxpbaDURFA1E/1+5tRXaeGB/V1HVsC5PzZ6alwBtp4JXmbnpFAVWt1Jr6EzV4Nq5qeMbw78syTZqiltnyCrbGq0p+d/BC1zaQdrhitdRxhcJj/Bn5kSzlx/duxW2Gg0XEzIIj1V7H3i52FOgU4zmA7bRaFjx7GheX3GYsOg0OgR68NY9V5XLGvzKrwc4dD7RnKmQK6TRwBt3DjJks07JyuP7f8NIycrlDa7BtrK1D/gUujwJ+x5UuzyWdmc+7H0Ion4qs0F7uLsAVnoadwF06wgTwive1uog012kq6QBz56QfpKI/GAev/JFpUvbaODnOdfj6eKIrYlp1Irp9Xre//M4/4ZWMr6zDH9PZxLSy587BnXwY1SvIBasKWkJKZ4SqyIa9Px90y6IWI7Go4vapWrTVZCfULKQc0uYdAUSdqgtjPpCSrpIG7akZqn16KxOH/RXb+PXx+wD38HGG//FBrMm4C7W4RHo+TKknYYdN5Khc+eOSz9RnW5/djYaurTy4NTlSlpUi8yd2If49BzG9wsxa07c11ccYt+5+Ep7Bzzr9zGj3Ldhq9FXb6Ztx9aQX2Yez4mRcPYTNclfRaYUwgoTte8txxfNPVneKzHzOJhbnCywJEpPFwdG9mzJmgOR2GjUXhB2NjC0SwAv3W7mUAcTsvMLuXWh8XVmaJcAJgxsy3fbzpKVW0h0ma7HD/j8wF3ef1S98p7zoec82DsVIn8r/7rftZC4y/i54etMT/FXbFUbyDP+LhRAp9gw5dKvZOsrn389wNOZB0Z14eP1J8gv1NOppSeXk9Rp0/q2a8HxS8k1TtBe7NpugRy+mERuvpbn/D5gtMd29QXPnjD+mJrXIicG1ndRW5EURe25kRdblDeh1O/b0a9oGIRefb7Pm+o0hGXF/QNZkdD2XrBzUDPzh3+htiY6+Kgto+e/MnxeAJopWSi2LkxeuMkwjtCUm/q3ZvZNak+NOz/cQpqJYTrm6hbkyd3XdqRncIvyWf4Pz1GHeZRLxKRR7ysGfQn2pcbPK4raJTXlEFW2DAPK3eoy5rS0LdpwslxX6GJ3De1Aek4+fx8tP7dvsWm/PY/xXZbCPYf2gLOX2qNq34Pqd9LtOeg+t9RiejUTctb5Mmt0AIw/90M5/Xk59g2T23d3siczrxBnB1venTqY7LxCXv71YIXxmuLsYIterzC8exBzhtthF7dJzaxfnAtgdRs1MVYxGye1l42iU+8f290PvkPgyLPq477vGbooG47Ba35mc/q1hoz5xebc3JPP/z5tcgy/jUZD11ZefDTwXzj5atGnrFGPc22mmrek4ww4855Z+6kE3Qwj1nIlOZtHvtph+P27OdkzY2x3Fv5p3LuhuG+hBgjyceW7mdeVvJiXBP+MgvRSY5dtHMC1LWSeY0vGdXyQ+KxhTRoN/DDzOi4mZOLsYMcLPxknkv1g2hCjnquWkFugxdHe1qypYRVFsVjLtLmkm3QVvLy86Ny5M+fPlz1JqBwdHXF0rPqmqUBHrQrCoL4/I7fQkOZ99f4I1h68hI+7I0/d1JtgXzdOXUk1/OAV4FSZKT/A9GTjAJ9vOs0f+y5iq6FcF42qjO4dxKmoVMMcwyXUglqFh3Wb24qy/CVA1P+pc2j2/xBWmc48aKvkweGn1SQoR54t6f4XtqhoTtJSYxEUXdHY47I7owHfa9QEBnvurnzHbJxMFIQBtw5qMihbFzXZ0Im3yheGHf3ByU8dI1gmadDaTFPjKSu29UT5sUlpOeW7Wbo52fHFxlOcLOp2eyY6jQ/XHmf+FOMb17Ts/FoVhEG9J3j1t4OGhAjzfjvE+dh0pnitwKZFFWtPUbtDmZyHMTcWhv0Iv5QpDF9fdAPre02phDhUMDa1FHvvGhaGFci6DI5+LI0p7kZcSSFXgbnL93E5OZuurbx4/c6BhqRmAMu3neXn3ZUnezJFQ8kcr2UdvJCIv5czbXxduZykHmM3DwhmbampW8p6sMUyOFtU0ZQYD5sGq7+bgjR1rJV3P7hug/q7OvtJqa6oZW8Q9HBoFozarM6jW7ag7BpiYuvVPOoufKP+s1MvzJcKQqju+DetXuGimdOrFN+ALN8ezrInryPAy5XM3EL+OhKFTq9nXL82RnO65uZrq+wmr63pZbZsQRjg3OcQsbzy9201kdjGbziM/Esdt7yu/Hit47m9MHVsp+cU8OdB9Vgq3k+tHnaciee/tzew4eXKf3sZuQX8tCOc5Mw8bujT2jD+2NnEcJ//wuL5ryiBVlnOmhymeJlREAYIfV0tBFdUwZlmYhynm4ljNX6bmqDLdyhoy3fpBjid173KgjDA148PZ9ribYaxc+GxJRUzxypJvlYdF+LSyckv5Bm/T7i+uCAMkB4KG3pAwCg1AV7pab6yzsP44xC5Ak6/XfJ86SElGo2aMK+sv/qWJAo68BhMToC/ulQ+HEVjq1ZqUvXwko4BHkUVTYrJfBXVcSYmnXm/HybA05nPHh6GR+mpLLMuVJDhV4FLP6n/Os+C/ovUaXzsXNVz3rnFarfyyoYtVFOaiakzbTTQIdADRVHH2lbbam9oeSMk/ad2WUcPx/6nTndYPBvAgcdMFIShbEEY1AqgimQWzWOfW6Dj261nePyG6o8/1+r0fDhtCJ2dLqL5ewBQdP3xHwmj/4WrvlKHPRVX3ri0LvmtKzp13ufSFewHHwcHPygoOi41duA3nC07yjcIrdkfUWEyO72icDY6FcXjs1JnSkUdUgTqNIFmFoSx91AzZAOHLiQYVYRl5RUSm1pxkkkFKNeGmZ8IIXdC6LmSHAr6Asg8h1ax5ZPE2ZQ+vysKPPzlTgp1agWtnY3xUM3l28J4f5rpBGnFTl1OIT4tl0Ed/XE3o+tzcb6EhqphR9cAZGVlceHCBe67r+zcgtahQSEyMZNXfj1AQro6ziQ2NYf5vx3k+1kj6dnGh6MXkwy37T2Dy86vCqN7t+anHWcpNeQUUC9OsWnVGzcK4O1iz7CugXQJ8uLzjWVvNKr4kRyapRaA/UeqSXyu/KnegOhNJyTRKAVqwffclyVjQhSdWtMd/Rd0nV2ysI0dtL4VrpRtYVbUk8eFb6mSvoLPw7MXjFhV8jjRxFx++QnGrW3FW1dAqV4bkdkycgvZF258Q1lcMC62+fhlQ+tyWTf0bsUWEwXvynz/bxjdW3sbbvCmeK2s+k0RP6gJXbq9DLtKtcjYOJbcmN6jwOpgKMiE8UfAo536fGGZY0NXVCmQuBe2DAe04OAP/T6ExG1VJjGplC4N2j5ORHhHzEnadKUouda5mHSWbT/HUzepiUQKCwtrVBAG6NLKi3gTrcLF9pyNM5oi4q+jplsWADxs0rndq8zvIT++5Di1sYfh/wfORUmT7D1LTQtRtmUYSD4Ka0LUsapG9OrclF49od/7RdOb1UJRRtNWdtEYWquqIbfAvGy9xRTgo3UnePuewTzzwx4uJ2epHU32RzDrxp4M69oSWxsN7s7l54cv67fUO7jWfT9upFUrBpMyL5XcfFUk5VD55xJ3qvNfpps+Bh00hRQophOnVNRiaSrPRVlvrTzCySi11XP32Tg+mj6EHm18CIutXgHiWb9PyiVBrlRmJYmFdDkQdAvErFMfB96gtp5Gr1crWhUtePSoZAaEEhozK3ecHezIzq9ojHjFxvZpxabj5p2PY1JzGR90gTHO/5R/MTOsgs/EVu1ZU8m4UBQdRK5U58sGtXLxplDjjLlo4e8eVedlUHSgaNFoHHj4+q58vrHi7S7bEW6o8LXU1TI+PZftp2KYUDR2m5iN6vdelXOfqdOgFU/F6NlLLYQ5tayiMFy9yG/sH8yeUhVCV3XwpX2gJ7/9d4HzsRk1r8CO/av8c1FFU+Nps827FyrS3+UYPZxOVTnX8MX4DNr4u+NoZ1Nu7HtlCnUKs7/bw+JuX9K5uCAM6ljuxL1q5feofyBuqzqVmp2rmui0+NPJM/F7KSg5LnU6HV/8uoITsV3KLebm5ICvu9bkVFU2Gg09WzmjyTddYVct7p0h7CPo9aZRIl1DuCYK5PZ2NhQUfY5Xdy6V8C/pgJrDplzSMFWWzg0t5a9TWr26LoXy5/ITUSYqv0p5/89jhgYaBzsbvps5Ej+Pms2qcSEug2//OQMKjOvXht4hLfByrfq6amlSGC7jueee45ZbbiEkJISYmBjmz5+Pra0td99dRQtiPZnxzW4URTH6sSqoCZQ+WX+Cfu18mTAohKikLHoFt+CuYeVTpnu7OZYrCNdGak4hr604UuHrXyQ9zBO+35q+mbn8B1zWAG9i6AhStgtbKeoqlKKCcHHHkSJpx9XkFmkn1fT5LkHq9DumZJ5T/9WUU5k5NytL1lCKXtEwN+Ytapzd0QxlP2bvMieWLyq5AaluQRjUb+CPfRG0aeHK5eRs7DRmJvmIWgGXy1ykW5RMMYSiqHM9X/gW9k0Fp1YQvab8Sf/Sr9DrFdhSalqcggTYb6EKrAtf0yVgFEkV904zChnKJy47eL6GybtQu8eFxaTz627TvVOcHewMU1qBmi2yIgNcjmK6o3Jx4AWQFlrSqtv7DUjcDdkR6s1fTpmCdmESVHSPn3tZ/Ze4C25LVqelqKWTud2pbkG4pnLydVxOyjKaVi4jt5B3/u8oXYMu8smDQ8nMq7rFKl4byKrUm7jP5+fa39SbSuhjrshfKnypsm71tXEyKsXQAqgBPl1/grTsfDJzzb8A+dkmMszdRGVjTelzSwrCAHFb1J4qu24rmW0g+1KVq0nWenO5oBU93C5zKqtNpcvO++0gTva2ZOmqd+HdXM3zsU0FLdgV0xVVhJn4/m0c1PMBQG6p331hKuwwMcQnz9zeN+q1b8Kgtgzo4EdyZh7PL99XbqnSPZ8seXQ6lu6VcOJV89+YXKorafpJtcW9ysgUdThXVVP/FRnU0Z/PHh7GmSupBPu6snLvRVbuvVi8JssK/wzaTwPvPuqsGKYSIZpgr9GyMOgl5sa8XVQgNn1WyynQ4WRvi4eLA4nVSM7ZziGC2X6f0S7vXPlTfX4SFObD3nvVBI+2LnDTSTUhZ+nrfwX+zbyOjxNmU2iicAjQrZUnp66U/w11CPCgU5AnD4zsAn+avSsVSzmk/ov8latHnuVLGw3aUl0ldoTGlks5W1CqxPrnwUvcf10XtbU14ocKC8IAnrbpBNrGEKdrSdnWYagwtS2bjl1mRPeWOJVp0VUUxainYoFWz/f/nmXupL6V7rJeUcjMLcTd2d7QVTopI5dZ3+4yXCOORCThYGfDu1OvMtmQV5ekMFzGlStXuPvuu0lOTsbPz49hw4axb98+/Pz8qn5zDbT3dycpM6/COQrLquyk8vfRy4axwK6Odswa37PctDyKonDLu6bHjdWV9Rm38GiLb7Gr8E5QKfN/xYw7qpbtKpIKf/VRa8A1tjDkR8i5VIOIzWDvWTRnZ9Hna+eiZkyuwu7sqzmZ16duYioS5O1qNA9umxZu/LQznItx6fh6OFc6TqumbDQK13YL5JfdFziYPYhh7vurfhOAUiYbeeK/UFgAdnZqzXVoUXK63EpuCrWp8Ge7mgVuFoWI2GTARLbZSni7OZKdV8g7q45y6ELNC8N7zsVzMLx8D4NicWmVT+tSWorWjHFAJ98AnwHgHKge135D1aEMnr3govktCAbaLDj1nmGO7drYnV2zeYBrIqSFK472ttjaaMpNaXc2Jp1LCZm083fjaBXdXAPt4rjVY7VlWreyzR9nXh351G6u7LL2hsXx5aZTlD5HK8ClpGrMMV3ETmPBmtuK7JteUvAzQ6K2BU9cXkym3gOA4d1bcvh8PNkV9EDYb+L327WVJ+5Othy8UHErTHXrKP5N7MHdTj742lfesmPkrz7Q/oHyz1f2eWTWrJcLoLbM2zkSHpvO9/+erZPrUUXsbW0Y0N635Im0ExUvXCUzvxwzCsIpWXnYaDR4uTrSqaUnHQM9uPmdv40KSHUicZc6zeGQ5bDbvHmI9YqGb5Ie4FRezyqXPXoxsVoFYVB4I/A1WtilYKMxse+Bo2BNm5KWXl02rOsKU6ruaZKlc+X9hKdRKqlMPReTbvI3F5WUSYCXE247rjd3R8yjy8M3bT3j+g1n/eGSCqe49Fw8nO0rLBfo9JCVV6AWhh0rL5toNICm4iFerk52ZOdpyx3NH607wdqDl1j04FCj2QRMVZxWVJmqKArnYtL4v30RHDifoM5o4e3CgnsHE+DlwtYT0eWGSxRo9fy86zzvTpXCsFX99puJhBt16GKCeWPZqis7X8v7a46x6KFhRs+vPXiJwuoOCK6l2X6fY2ehxpxKbyhzoyGzKJGSojOe183Szr6vjr8asBgoVMdc5lc9nudYbt+6i6lI6ZYsgL3n4tlzLr7WCVoqs+9cAnvCEmjrEME1bvtRFKrXrbG04y/B+c+oVl243szW6BqK01U+16qPm2O5ubn/OhKFnY2GIxdrXhAG2HbiCoWV9DKrzv3SqbyO6nFQ2XeTcgBWtwanADXZSvFQgWQzKzhMCZ1f8/diqxbOUw7Q0eE8u3JG1GJd5tsSGsOW0BhG9gxi95nYcufNx5fsqnAsd2mz/D7H1db8CotKRS6retqQGjC3u29Zm45dZmxf41bRxIxcXltR+4qPYrHaQI5m96Kf68mqF66p9FB17mWtedfjXVlDydSXzC6x83T1cxI429uSW2DZk7KfXSKedqnVO/9qM+Dcomq1DqJUlifFDqN5Xcty8CKvQMsLP+0jx4wx95ZUqNPzX1i8OsVV+tlqVYAYK/5wax78pmNRfLzuZLk1DO8WyL3Xda77gjCo51VQp83zGQIpe6t8y87sYazJmFT0qOKLibuTPScuVaNSBrBHi799csWf6oXlRl2e1RAK1AoH186QXXFvv4j8YJQqeuQdjzLds6JQp3Dl4iHsgv+zfAu9o5/JpFJVNZAZ7ufsvarchE5ver/9PZzw83Ti1OU0k6+fj8vgfFwGXVuVbMPWxobBnfwNFXx2NhoeHNWF7LxC9p6LJyuvkGBfd7q28uS91UfZX2ZKw/i0HJZtP8fcSX0r7A59MrJ6x40lSGG4CbuUWP7CXlGCkrqjMMZ9iwXXVsl9fNmuy4VVt9TWSl4M/Hdbtd7S1eEMG6he8qzqKjs+pz6uqcXbuMPz/9Ss4bVpBjtn5pyI9ciNLDKouFW1bEG4WHhceq0//8oKwtU1xGl/yRDgSunU47tKNmrm6cpa7mtNpxbQga7O57HE0Nvq2FZJ1m9zvtsujrUYjlGOzkTW29qraZKvJVvOlCsMH41IskRIRkIcKh4HbzFmFoQBovJaUduRrMciUyxeQTnX/0PsUGp2/jW3IAygq6zi1x2opLu2RkN8ei5ZlhyrVQ2OxTXzp96ufMFKKWDrqnaBporfYwU1Ex+tM125s/NMHDvP1CBRVnXZualzKYOa8yTFvKzPEfkhlNyJVXyg2dlquJJSvcYeBfWcWvxxGd3vuXeHwzNMv3HHJMiuZEYJIKKgdr3HHDS1S+JWoTa34XGp+j0tcotnEQl9q8plnTDdIychI88wx3VFPF2MC6xanTo3ulavEOjpzP3XdcbR3paZ3+wiOqWk0tdUAwGo329mXiHxaTkkZZg+5xSPZ65P9TP4SlhFXqGevELjE3Wwr1sFS9cVDXo0FrvoV3qNd/ABR9/KlrC6/Gp2tW1sknUtalcQbqAmeq2reiETLlQzUVBdy8LTsit07VTHBWFj6ToLx18PNFXdLDcINfvRmvqt97LwWK8N7SbgY9+wfkfnC8rn4qiuuuip084xogGcf6sYt6zX09LbBUd769x+9g4pqtQsqO746jJ02VRZEAb4zR5OvWP0lLaCjMX1SpsFJ99Wh3ttGUGlrfml+NslYs75IjW7gJ1nqtf4EuJwyai3jdFWtJWcA6L/pKoq3q5OZ6tcpjJRBW3qpndd3FaGda2855kpqcWZxwurPo6j9ZXnNKiIp4sDdrbG3/Vnf4fy7dazHLuYxIYjUUQmZnH0YpJRQRgqbiAAOHUpgfsXb+PHnabzoFhjwl8pDDdxv+wyri0L8DKdMbTu6LFDXz8X6Eu/mMze3JD429ZDja8V/ZByH1H5raxyMqtLwQ7lp2EwR0E9D0moSiuHOAt+N3aQXUnW3jpgp6l+Rt7asq3lucvVJq8BFFCqUrMAR/YMKvdcS28XJg9uW8t4VDN8PsPOxlq/oYo/kxY2tRv6UFf0SoM/0ODSj6Rm5Rummapvs5f+p/6RV1/3Cno48Yqa9bdI2RkerObkK2psZhaEAa5yPYRaCaBg6bRejiamcjKoZaWrsyaX2vTmGOr6X52cx9OOLGTOd7ur/b7IxMyimTSq/g70NfyeMnML+XmncRliT1h80RzrCjYaDQfPJ5g1tVJp2fV/Ga+SFIabuI1HS27iT0Yl8+1WE/O6NhkNvwXmcHY/a4dQp/TYkaz1sHYYFrcxbbS1Q7CIDJ2rBS/o9d/NUavUXRb2itS2PqMRFE+oaZTrD0WWm5czK6+Q1fsvWSAmCLS3ZuVmxV98bH7dJNSsLb0Vfh/VlnW51vMG10ZmcffsgrT63XCpKc+SqpVUqnaq7HEaX/HsHaZk6lxRiw6Vd5OuiYuF7SuvrHXrWuN1/5Q8pcbvBejjXJtkaxXbm9qtRrO7+Lo6qMnEzFKz84KCQk6+cXDBvm6GMc56RSHAy4WewT5MHBRSo200FFIYbuLytSUFxH3n6nu8MNijs2htWsNqZ6u+M3nl57ZrSno5HqWvy5lG0BJWPccK+lo7BIvYnz2oUbfa70y/2tohiFL0CmSWKdhciLNcl+a34uc2yOM1kk7WDsEkR5sG2ORSVsw62gdYr8LUvrirh7b+CqQAuAYb/txw+FK9bfbUf1UMHfPqVa31heV3oa6q+Ho7Hqn83iGr5o0523NH1vi9ALuyr6mTc9GxrI41el9O/G4we87jmn1figITr2pr9Nz/JvfFy7WkJXjJltPEp+Xwb2j9DZeqC1IYbuLySk1bcFXH6o9LqK3OjqEWXV9jL2M5aqqRpKQResx3aZMrCF/Mb4uOyrKnNh5vBc5r1N/PgXwpDDc0bmW6yLXzt1xeigLcyNQ1xNbORvwjsrbCdL7ZXPFc93WtT7C3+kd9Dqmyc4eAUYaH52Lqawy8hoSoKvKU6KqX6X6g82HqqlniOteddbJeVe1i9rVNrpNrZ1Sma43elxtnXsIztQBf86JeO393o8ct3BxJySqpAC3Q6nnxp/3Vmju+IZLCcDPSp22LklrRehJg3zDHVlmLi42FplhpoC7lt7V2CBZ3NLcvjb9PgqqrsyUzG9c/N01W1QuJatEpNb8NGNjBFwc748JqQoYlp31ScLNt+MNfRDX0fJuw2DSrbf5KalGFtKYeK1m0meqc7UXqL5WEUnVrZkz1Zvs4nd+NuqoMitG1rJP1Asz1XUhtruODXMwrfFZXcn7NKtpPpbc1a7l0vQe1+b6Wba/6niElu26ntqwPUhhuZup7juHjOb3rdXsNXaauvrN516+Def2tHYLFBdtH0VROlVk6J2uHUCvXOm+nqVRMNBSRBcHU9GbpRGQKujLzS2kteI2xo1DaYM3WSH4XefG4OFhvVs+4tKLCsL6eK1mubKzf7QGgqbo104xsxKVtyxhe83CqkKatePrC2tqRMZzaFAp3ZF1ruWBKyaRm1+QeLZLNWs6JXGpzbth6oqT787mYNJ7+YQ8OpeqRNMDADg0zh0J1yDzDok4l6wPVmkm5owEgVW/ZaUcamgHOx6wdgsVpGstNphny9I37lL8+5ybkZGJZ3rZpVDGDe4UKtHqycgvwdC1p3Wgf4F7JO6on0D7OzHmxRaP5XYR/TE7BD9aOAqjn1qyIpdB6XP1uEwX/4Cp6o+mrl8zseG7PWsRTOZs6TIJ6sKB2FfU2mrrpBqyv4RCsPcndmGDGTIMONrWLOzuvkPdWHcXWVmNUMC6mAEcuNv4eoI37zkg0eF6aSLmZKSXIIZbYvOCqF2yk+joctXYIFteUkp752WVYO4RaaSpjtxsSb7u0Wr3ftszQm0nvWa4FrLNjeNULWUUjKXg2RFkXiElMs3YU9S/DOkNUegxNqnwBO2/QVrFMKTnU3fScWfqajZ81h76GGZWL3ei+yUKRlFVITYpiffRrzFrORlO7u28F2HYqptJlcgoawLzZtdQ0+v6JBqu33Rlrh9Cg2FQ5z0Hj5mtfvS5XjcHp3G7WDsFiGv8tvPWmZGmqCpXa1Ym7OTkY/k7JyrLoeMjYAv8GmU1a1IZCenP8Gec3kLmFy+ryXDXfUHdjrdvY111GYntqlz3cto6mEvSmZonc2jtesHAkzZsUhpuRzJz6H+RuY98QM4Faz8mC7tYOQVRThtJ05k22aeSl4RY1vHEQFTuV05naVJMoRqVVy95S+NjGN9Ds51JCF9VUaJ3CcJVTK6Xsr+Ya6+7Y72Bfdz1BdLWsCva3q5trT01b2lvYVN5aW6w2CRKbE/mUmpGPN5ys922Odfu13rfZkOVhX/VCjVhTzPva3uGitUMQRdJp2mPureHf9NolhkkvNc+wp4tlE7RN9/zaouuznAZZQhcNWTWnMLIMDYmXq5haqdrFgLq7yufW4TAYPbXLZeBim22hSIzl1zCBVpCdea3otpqm3RvRUqQw3IzY29T/193eUVpyjDXtwnA9z9xVL9K1bjSVlqDGvhdaKYRYXJ7iUPVClXCwK7muWLpLc4BD056XXYi6peDXpopCePzeaq6z7u5hThd0rbN111ZmYe3OkxWrWWHY0czb+Wx93Y3xbkqkMNyMBPvWXXKCitg39rtvi2vaN/NNce/25/WnqexZ498LubBbWp62tq0xJUeVjYX74ec3xa4mdUY+rMYgO7+wXrdXZQItvXndbetDQ86p4mtfVxVzNRtKaO6ZtvFf8+uHFIabke2nY+t9m02xpbB2mvYH0jDH99WWnCYbjiZ5gFmVXS0Tw2i1Je/XW/hmVmm498YNkOTnaAyy8uq3MGx5ddfC0dJBehJamjpmWK6bVZG7vGbE0a7+v247uT6XISelxke6aoqmK17rXav3n41JM/ydWWDZNMFOTXtUiYVJN6zGwMWhfmc0rTKBVrXV3T2Mr018na27ud572Wu0yLmhajLPcDOSlFG71PI10TxPP5Vp2iclRWmKrcPSNVc0XefpVKv3n4lO4apOgQDYyhnfiqQZvTFYuvV0PW5NQ0JUVQm0Gg5Pm2Rrh1Aha8/E8KD3d9zuvQoNcDavi9nvc9A0x3nMqk9ahpuR+h6rIkTTkGntAISoM24k1ur9kfFphr/z8+u/wlUUk9u5xiA0KrUet6Y0qnm6FUXGvZviZpPOlKKCsEYD3Z3DzH5vnr7uMnQ3JXL2bEYKrXCeaXqthLXVxD+QJrl7ntYOQIg6k4VXrd5/ITrD8HdSmmUrjuT6IZoaL7e6ykpsiqZR/YaCHeOsHUKD1M4+Eo2mZufDlEIvmuiNmUVJYbgZsUYFYWOqlRS11zRPuU3oNNk0vyBRK7UbBtDav2T+TjdHyw7ybUK/PCEA6BFcn3OlK/gEWXp+47q7iDTk37s1L51n87ugr+G99OnMEMsG00Q15GNPNAVy8y0avaZzEDedPRGWU7ssh8G+JYVhWwcLj0+UA7YaZMxwY5CWVb8JGc8f9qnX7dWGuXPnNjeFOPJyzBtk6lzJ1zvwc8oUs9+7P2tgHUbWdEgCLVGn5F5GCGE5ckZpaDJzSxK0OFk4U661k9Y0LtINqzGISsyqx61pKMxvPFN6yM+9Ykfy+nPHpd8Nj+/2WmHeG+1sQXJoVUnqYUSdkm7SZckH0vg0ne9Mfo+iLEdqN53JiF6tDH+7OFp2PKQcrtUhbRuNQf8O/vW6PY2NpX9FdferTGrAOV4tPIV6rZn7LYzy/K9O42gqpDDcjHz64NX1vs2Xox6RG/BShvAbTfkWLyO/6RW4XnZ7gabynf2WPLJRfz/t2Edj+y4a+ue9pt0MavOZDurY0vC3pVuG37z8ZAP9/HQ0xOOwod2wV+Sz6YOsHUL9c1B/J1Ovrd1UZpVTMD4uFbpenVTFe6rXjboHW6mrY//B2DV1+HtPpTZx3x21pE5iu89mUY3eZ9P5XbOWG+pxGPV8JSojheEmbtOrNxn+7tKqBYsfHFKv2z+qn8gbkY+g11vmQt1IrvUVeq3Dr1zNr6h70tj3prwp0esJz8Ri33dDMDzgDB/4zAC0NPbvbFnGsyyMm4pO1zi/n686vM0N/I56cW8cOzA+Yj0F2qLfhLWDMcHGBv5ofRvVPb41wIaXx5d7/m8Tz9XUXu1YnrvyIjp9w/r8NnWYBCTRcCJS3XhpPXl5DeuzMuLYFu5R6NTGn7fu6GmVEAz3RPfUY2VGhyfh9hgAbGxs+MuCv5HSdmBDSYFYARLpM6KiwrAN3Hge7kmGgT+ZvY2POnzKNayjLu5h9NgxOeJXtHVwvtzU4X7acpCaxp1JEA9cfM9w7bRUbPe+tJV7hrSp1nvWvjAWzVUvQHfzCsQbO0ykNlNE2tuCp7MdAe7GCRJtgI4BbjVeb0OiUZSGWe/aWGVkZODp6Ul6ejoeHh7WDqfBKD7MNLXM8x8aGkrPnta5iFqSpT6Phqip7ltT2q/Gvi+NLf7GEG9DjrEhxtYQYwKJq6Ftv763qygKp06dwtvbm1atWlX9hlpsB+pmv+pq3ZZYr6Viq8l6arpta//2qktRlHqPVVqGhRBCCCGEEEI0O5JxwcKKa2AyMjKsHEnDYqmaqaysrCbx2Ta2mrrqaKr71pT2q7HvS2OLvzHE25BjbIixNcSYQOJqaNu3RstwVlYWWq0Wd3f3qt9Qi+2AtAzX53qaW8uwu7t7vcUshWELy8xU++W3aVO9MQBCCCGEEEII0dzV53BTGTNsYXq9npiYmHqt0ahIRkYGbdq04fLlyzJ+uUhz/Uya6n43tf1qKvvTWPejMcXdkGOV2KqnIcYEDSsua8ZijW3X5zbrelt1uX5Lr9sS66vNOmr63qZ4jErLcCNmY2ND69atrR2GEQ8PD6tfyBqa5vqZNNX9bmr71VT2p7HuR2OKuyHHKrFVT0OMCRpWXNaMxRrbrs9t1vW26nL9ll63JdZXm3XU9L1N/RitK5JASwghhBBCCCFEsyOFYSGEEEIIIYQQzY4UhpswR0dH5s+fj6Ojo7VDaTCa62fSVPe7qe1XU9mfxrofjSnuhhyrxFY9DTEmaFhxWTMWa2y7PrdZ19uqy/Vbet2WWF9t1lHT9zb1Y7SuSQItIYQQQgghhBDNjrQMCyGEEEIIIYRodqQwLIQQQgghhBCi2ZHCsBBCCCGEEEKIZkcKw0IIIYQQQgghmh0pDDdBO3fu5JZbbiEoKAiNRsOaNWusHZJVvfvuuwwaNAh3d3f8/f2ZNGkSYWFh1g6rzn355Zf07t3bMCH6kCFD+Pvvv60dlsW99957aDQa5syZY+1Qauy1115Do9EY/evatau1w6q26Oho7r33Xlq0aIGzszO9evXi0KFD1g6rSm3bti33+Ws0GmbOnGnt0IzodDpeffVV2rVrh7OzMx06dODNN9+kIeXBzMzMZM6cOYSEhODs7Mw111zDwYMH6zWGqq6BiqIwb948WrZsibOzM6NHjyY8PNzqca1atYoxY8bQokULNBoNx44dq/OYqoqrsLCQ//3vf/Tq1QtXV1eCgoK4//77iYmJqdc4QD1Pdu3aFVdXV7y9vRk9ejT79++vl22X9vjjj6PRaPjkk0/qfLvTp08vd14aN25cnWwL4MyZM0yYMAFPT09cXV0ZNGgQUVFRFlm/qXOsRqPh/fffr/W6s7KymDVrFq1bt8bZ2Znu3bvz1Vdf1Whd8fHxTJ8+naCgIFxcXBg3bly584M595V5eXnMnDmTFi1a4Obmxm233UZ8fLzZ71+yZAnXXXcdHh4eaDQa5s2bV+l7UlJSePLJJ+nSpQvOzs4EBwcze/Zs0tPTq/x8zaXT6bjmmmu49dZbjZ5PT0+nTZs2vPzyyxbbVn2SwnATlJ2dTZ8+ffj888+tHUqDsGPHDmbOnMm+ffvYsmULhYWFjBkzhuzsbGuHVqdat27Ne++9x+HDhzl06BCjRo1i4sSJnDp1ytqhWczBgwf5+uuv6d27t7VDqbUePXoQGxtr+Ld7925rh1QtqampDB06FHt7e/7++29Onz7Nhx9+iLe3t7VDq9LBgweNPvstW7YAcMcdd1g5MmMLFizgyy+/5LPPPuPMmTMsWLCAhQsXsnjxYmuHZvDwww+zZcsWfvzxR06ePMmYMWMYPXo00dHR9RZDVdfAhQsX8umnn/LVV1+xf/9+XF1dGTt2LHl5eVaNKzs7m2HDhrFgwYI6jaM6ceXk5HDkyBFeffVVjhw5wqpVqwgLC2PChAn1GgdA586d+eyzzzh58iS7d++mbdu2jBkzhsTExDrfdrHVq1ezb98+goKCar1Nc7c7btw4o/PTr7/+WifbunDhAsOGDaNr165s376dEydO8Oqrr+Lk5GSR9Zfeh9jYWL777js0Gg233XZbrdf9zDPPsHHjRn766SfOnDnDnDlzmDVrFmvXrq3WuhRFYdKkSVy8eJE///yTo0ePEhISwujRo43uGc25r3z66adZt24dK1euZMeOHcTExBgKkea8Pycnh3HjxvHSSy8BsGfPnkrfExMTQ0xMDB988AGhoaH88MMPbNy4kYceeqjKz9dctra2hvX+/PPPhueffPJJfHx8mD9/vsW2Va8U0aQByurVq60dRoOSkJCgAMqOHTusHUq98/b2Vr799ltrh2ERmZmZSqdOnZQtW7YoI0aMUJ566ilrh1Rj8+fPV/r06WPtMGrlf//7nzJs2DBrh2ERTz31lNKhQwdFr9dbOxQjN910k/Lggw8aPXfrrbcqU6dOtVJExnJychRbW1tl/fr1Rs/3799fefnll60SU9lroF6vVwIDA5X333/f8FxaWpri6Oio/Prrr1aLq7SIiAgFUI4ePVpv8RQz557hwIEDCqBERkZaNY709HQFULZu3Vov275y5YrSqlUrJTQ0VAkJCVE+/vjjOt/utGnTlIkTJ1p0OxVt684771TuvffeOlt/WRMnTlRGjRplkXX36NFDeeONN4yeM+e8U3ZdYWFhCqCEhoYantPpdIqfn5/yzTffVLiesveVaWlpir29vbJy5UrDMmfOnFEAZe/evVW+v7Rt27YpgJKammr2e4qtWLFCcXBwUAoLCytcpiYWLVqkeHt7KzExMcqaNWsUe3t75dixYxbdRn2SlmHR7BR3GfHx8bFyJPVHp9Px22+/kZ2dzZAhQ6wdjkXMnDmTm266idGjR1s7FIsIDw8nKCiI9u3bM3XqVLO7pjUUa9euZeDAgdxxxx34+/vTr18/vvnmG2uHVW0FBQX89NNPPPjgg2g0GmuHY+Saa67hn3/+4dy5cwAcP36c3bt3M378eCtHptJqteh0unItSc7Ozg2mp0NERARxcXFG5w1PT08GDx7M3r17rRhZ45Geno5Go8HLy8tqMRQUFLBkyRI8PT3p06dPnW9Pr9dz33338fzzz9OjR486315p27dvx9/fny5duvDEE0+QnJxs8W3o9Xo2bNhA586dGTt2LP7+/gwePLjOhtnFx8ezYcMGi7VaXnPNNaxdu5bo6GgURWHbtm2cO3eOMWPGVGs9+fn5AEbnMBsbGxwdHSs9h5W9rzx8+DCFhYVG55muXbsSHBxs8jxTk/tSc96Tnp6Oh4cHdnZ2Zq/XHE8++SR9+vThvvvu49FHH2XevHn18jusK1IYFs2KXq9nzpw5DB06lJ49e1o7nDp38uRJ3NzccHR05PHHH2f16tV0797d2mHV2m+//caRI0d49913rR2KRQwePNjQ9ejLL78kIiKCa6+9lszMTGuHZraLFy/y5Zdf0qlTJzZt2sQTTzzB7NmzWbZsmbVDq5Y1a9aQlpbG9OnTrR1KOS+88AJ33XUXXbt2xd7enn79+jFnzhymTp1q7dAAcHd3Z8iQIbz55pvExMSg0+n46aef2Lt3L7GxsdYOD4C4uDgAAgICjJ4PCAgwvCYqlpeXx//+9z/uvvtuPDw86n3769evx83NDScnJz7++GO2bNmCr69vnW93wYIF2NnZMXv27DrfVmnjxo1j+fLl/PPPPyxYsIAdO3Ywfvx4dDqdRbeTkJBAVlYW7733HuPGjWPz5s1MnjyZW2+9lR07dlh0WwDLli3D3d293NjTmlq8eDHdu3endevWODg4MG7cOD7//HOGDx9erfUUF1hffPFFUlNTKSgoYMGCBVy5cqXCc5ip+8q4uDgcHBzKVRiZOs/U5L7UnPckJSXx5ptv8uijj5q1zurQaDR8+eWX/PPPPwQEBPDCCy9YfBv1ybJVBUI0cDNnziQ0NLTBtFLUtS5dunDs2DHS09P5448/mDZtGjt27GjUBeLLly/z1FNPsWXLFrPHMjV0pVv2evfuzeDBgwkJCWHFihUWHe9Tl/R6PQMHDuSdd94BoF+/foSGhvLVV18xbdo0K0dnvqVLlzJ+/HiLjQm0pBUrVvDzzz/zyy+/0KNHD44dO8acOXMICgpqMJ/xjz/+yIMPPkirVq2wtbWlf//+3H333Rw+fNjaoYlaKiwsZMqUKSiKwpdffmmVGEaOHMmxY8dISkrim2++YcqUKezfvx9/f/862+bhw4dZtGgRR44cqffeInfddZfh7169etG7d286dOjA9u3buf766y22Hb1eD8DEiRN5+umnAejbty979uzhq6++YsSIERbbFsB3333H1KlTLXYNX7x4Mfv27WPt2rWEhISwc+dOZs6cSVBQULV6j9nb27Nq1SoeeughfHx8sLW1ZfTo0YwfP77CRIW1va+syfurek9GRgY33XQT3bt357XXXqtRXFX57rvvcHFxISIigitXrtC2bds62U59kJZh0WzMmjWL9evXs23bNlq3bm3tcOqFg4MDHTt2ZMCAAbz77rv06dOHRYsWWTusWjl8+DAJCQn0798fOzs77Ozs2LFjB59++il2dnYWrzG3Bi8vLzp37sz58+etHYrZWrZsWa6SpVu3bo2qu3dkZCRbt27l4YcftnYoJj3//POG1uFevXpx33338fTTTzeoHhIdOnRgx44dZGVlcfnyZQ4cOEBhYSHt27e3dmgABAYGAhiyuhaLj483vCbKKy4IR0ZGsmXLFqu0CgO4urrSsWNHrr76apYuXYqdnR1Lly6t023u2rWLhIQEgoODDdecyMhInn322XovALRv3x5fX1+LXxt8fX2xs7Orl3P4rl27CAsLs9h5Njc3l5deeomPPvqIW265hd69ezNr1izuvPNOPvjgg2qvb8CAARw7doy0tDRiY2PZuHEjycnJJs9hFd1XBgYGUlBQQFpamtHyZc8zNbkvreo9mZmZjBs3Dnd3d1avXo29vb2Ze26+PXv28PHHH7N+/XquuuoqHnrooQY1q0F1SWFYNHmKojBr1ixWr17Nv//+S7t27awdktXo9XrDmJjG6vrrr+fkyZMcO3bM8G/gwIFMnTqVY8eOYWtra+0Qay0rK4sLFy7QsmVLa4ditqFDh5abGuLcuXOEhIRYKaLq+/777/H39+emm26ydigm5eTkYGNjfNm2tbU1tOo0JK6urrRs2ZLU1FQ2bdrExIkTrR0SAO3atSMwMJB//vnHJRR7hgAADrNJREFU8FxGRgb79+9vMvkULK24IBweHs7WrVtp0aKFtUMyqI9r2n333ceJEyeMrjlBQUE8//zzbNq0qU63XdaVK1dITk62+LXBwcGBQYMG1cs5fOnSpQwYMMBiY0wLCwspLCy0+LnR09MTPz8/wsPDOXTokNE5rKr7ygEDBmBvb290ngkLCyMqKoohQ4bU6L7UnPdkZGQwZswYHBwcWLt2bZ30nsvJyWH69Ok88cQTjBw5kqVLl3LgwIEKp7JqDKSbdBOUlZVlVGsYERHBsWPH8PHxITg42IqRWcfMmTP55Zdf+PPPP3F3dzeM1/D09MTZ2dnK0dWdF198kfHjxxMcHExmZia//PIL27dvr/eLt6W5u7uXGyPj6upKixYtGu048Oeee45bbrmFkJAQYmJimD9/Pra2ttx9993WDs1sTz/9NNdccw3vvPMOU6ZM4cCBAyxZsoQlS5ZYOzSz6PV6vv/+e6ZNm2bxZCOWcsstt/D2228THBxMjx49OHr0KB999BEPPvigtUMz2LRpE4qi0KVLF86fP8/zzz9P165deeCBB+othqqugXPmzOGtt96iU6dOtGvXjldffZWgoCAmTZpk1bhSUlKIiooyzOFbXDAJDAys01bryuJq2bIlt99+O0eOHGH9+vXodDrDNdTHxwcHB4d6iaNFixa8/fbbTJgwgZYtW5KUlMTnn39OdHS0RaZAq+q7KVsBYG9vT2BgIF26dKmz7fr4+PD6669z2223ERgYyIULF5g7dy4dO3Zk7NixFt1WcHAwzz//PHfeeSfDhw9n5MiRbNy4kXXr1rF9+3aLrB/UwtrKlSv58MMPLRr7iBEjeP7553F2diYkJIQdO3awfPlyPvroo2qva+XKlfj5+REcHMzJkyd56qmnmDRpklEyrqruKz09PXnooYd45pln8PHxwcPDgyeffJIhQ4Zw9dVXM2PGjCrvS+Pi4oiLizPE+uCDD7J161Z++eUXk+8pLgjn5OTw008/kZGRQUZGBgB+fn4Wayh48cUXURSF9957D4C2bdvywQcf8NxzzzF+/PjG2V3aWmmsRd0pTsNe9t+0adOsHZpVmPosAOX777+3dmh16sEHH1RCQkIUBwcHxc/PT7n++uuVzZs3WzusOtHYp1a68847lZYtWyoODg5Kq1atlDvvvFM5f/68tcOqtnXr1ik9e/ZUHB0dla5duypLliyxdkhm27RpkwIoYWFh1g6lQhkZGcpTTz2lBAcHK05OTkr79u2Vl19+WcnPz7d2aAa///670r59e8XBwUEJDAxUZs6cqaSlpdVrDFVdA/V6vfLqq68qAQEBiqOjo3L99dfXy/deVVzff/+9ydfnz59vtbiKp3ky9W/btm31Fkdubq4yefJkJSgoSHFwcFBatmypTJgwQTlw4ECdb9sUS02tVNl2c3JylDFjxih+fn6Kvb29EhISojzyyCNKXFycxbdVbOnSpUrHjh0VJycnpU+fPsqaNWssuv6vv/5acXZ2rvY5oap1x8bGKtOnT1eCgoIUJycnpUuXLsqHH35ocnq8qta1aNEipXXr1oq9vb0SHBysvPLKK+XOsebcV+bm5iozZsxQvL29FRcXF2Xy5MlKbGys2e+fP39+hcuZek9F+wUoERER1fq8K7J9+3bF1tZW2bVrV7nXxowZo4waNarBTUloDo2iNOJO3kIIIYQQQgghRA3ImGEhhBBCCCGEEM2OFIaFEEIIIYQQQjQ7UhgWQgghhBBCCNHsSGFYCCGEEEIIIUSzI4VhIYQQQgghhBDNjhSGhRBCCCGEEEI0O1IYFkIIIYQQQgjR7EhhWAghhLAAjUbDrFmzrB2GEEIIIcwkhWEhhBCiChcuXOCxxx6jffv2ODk54eHhwdChQ1m0aBG5ubnWDk8IIYQQNWBn7QCEEEKIhmzDhg3ccccdODo6cv/999OzZ08KCgrYvXs3zz//PKdOnWLJkiXWDlMIIYQQ1SSFYSGEEKICERER3HXXXYSEhPDvv//SsmVLw2szZ87k/PnzbNiwodbbyc7OxtXVtdbrEUIIIYT5pJu0EEIIUYGFCxeSlZXF0qVLjQrCxTp27MhTTz1l9NyaNWvo2bMnjo6O9OjRg40bNxq9/tprr6HRaDh9+jT33HMP3t7eDBs2DACtVsubb75Jhw4dcHR0pG3btrz00kvk5+cbraNt27bcfPPNbN++nYEDB+Ls7EyvXr3Yvn07AKtWraJXr144OTkxYMAAjh49Wi72f//9l2uvvRZXV1e8vLyYOHEiZ86cMVomMzOTOXPm0LZtWxwdHfH39+eGG27gyJEjRsutXLmSAQMG4OzsjK+vL/feey/R0dFGy0yfPh03NzeioqK4+eabcXNzo1WrVnz++ecAnDx5klGjRuHq6kpISAi//PJLuZjT0tKYM2cObdq0wdHRkY4dO7JgwQL0en25ZYUQQoiqaBRFUawdhBBCCNEQtW7dGkdHRy5cuFDlshqNhj59+pCQkMCMGTNwd3fn008/JS4ujqioKFq0aAGoheHXX3+d7t2706lTJ8aOHYuiKMyYMYPp06ezbNkybr/9dkaOHMn+/ftZvnw5kyZNYvXq1YZttW3bFicnJzIyMnjsscfw9PTkgw8+ID09na+++oqXXnqJGTNmAPDuu+/i5+dHWFgYNjZqHfjWrVsZP3487du35+GHHyY3N5fFixej0+k4cuQIbdu2BWDq1Kn88ccfzJo1i+7du5OcnMzu3bu58847mTp1KgA//PADDzzwAIMGDeKee+4hPj6eRYsWERAQwNGjR/Hy8gLUwvDvv/9O+/btGT58OL169eLnn39mz549fP/997z88stMnTqV4OBgvvrqK86ePUt4eDjt2rUDICcnhyFDhhAdHc1jjz1GcHAwe/bs4ccff2T27Nl88sknlvjKhRBCNCeKEEIIIcpJT09XAGXixIlmLQ8oDg4Oyvnz5w3PHT9+XAGUxYsXG56bP3++Aih333230fuPHTumAMrDDz9s9Pxzzz2nAMq///5reC4kJEQBlD179hie27RpkwIozs7OSmRkpOH5r7/+WgGUbdu2GZ7r27ev4u/vryQnJxvFamNjo9x///2G5zw9PZWZM2dWuM8FBQWKv7+/0rNnTyU3N9fw/Pr16xVAmTdvnuG5adOmKYDyzjvvGJ5LTU1VnJ2dFY1Go/z222+G58+ePasAyvz58w3Pvfnmm4qrq6ty7tw5oxheeOEFxdbWVomKiqowTiGEEMIU6SYthBBCmJCRkQGAu7u72e8ZPXo0HTp0MDzu3bs3Hh4eXLx4sdyyjz/+uNHjv/76C4BnnnnG6Plnn30WoNzY5O7duzNkyBDD48GDBwMwatQogoODyz1fHENsbCzHjh1j+vTp+Pj4GMV6ww03GOIA8PLyYv/+/cTExJjc30OHDhlawp2cnAzP33TTTXTt2tXkeOqHH37YaP1dunTB1dWVKVOmGJ7v0qULXl5eRp/bypUrufbaa/H29iYpKcnwb/To0eh0Onbu3GkyRiGEEKIiUhgWQgghTPDw8ADUcbPmKl0ILebt7U1qamq554u7/xaLjIzExsaGjh07Gj0fGBiIl5cXkZGRlW7L09MTgDZt2ph8vjiG4vV06dKlXEzdunUjKSmJ7OxsQB0zHRoaSps2bbjqqqt47bXXjAqola2ra9eu5WJ2cnLCz8+vXHytW7dGo9GUe7705xYeHs7GjRvx8/Mz+jd69GgAEhISysUghBBCVEaySQshhBAmeHh4EBQURGhoqNnvsbW1Nfm8YiI9h7Ozs8llyxYKq7ut6sRQlSlTpnDttdeyevVqNm/ezPvvv8+CBQtYtWoV48ePr/b6ahOzXq/nhhtuYO7cuSaX7dy5c7XjEUII0bxJYVgIIYSowM0338ySJUvYu3evUZfkuhASEoJeryc8PJxu3boZno+PjyctLY2QkBCLbQcgLCys3Gtnz57F19fXaJqnli1bMmPGDGbMmEFCQgL9+/fn7bffZvz48UbrGjVqlNG6wsLCLBYzQIcOHcjKyjK0BAshhBC1Jd2khRBCiArMnTsXV1dXHn74YeLj48u9fuHCBRYtWmSRbd14440A5bIif/TRR4A6DtcSWrZsSd++fVm2bBlpaWmG50NDQ9m8ebMhDp1OR3p6utF7/f39CQoKMkz1NHDgQPz9/fnqq6+Mpn/6+++/OXPmjMViBrWVeu/evWzatKnca2lpaWi1WottSwghRPMgLcNCCCFEBTp06MAvv/zCnXfeSbdu3bj//vvp2bMnBQUF7Nmzh5UrVzJ9+nSLbKtPnz5MmzaNJUuWkJaWxogRIzhw4ADLli1j0qRJjBw50iLbAXj//fcZP348Q4YM4aGHHjJMreTp6clrr70GqGOlW7duze23306fPn1wc3Nj69atHDx4kA8//BAAe3t7FixYwAMPPMCIESO4++67DVMrtW3blqefftpiMT///POsXbuWm2++menTpzNgwACys7M5efIkf/zxB5cuXcLX19di2xNCCNH0SWFYCCGEqMSECRM4ceIE77//Pn/++Sdffvkljo6O9O7dmw8//JBHHnnEYtv69ttvad++PT/88AOrV68mMDCQF198kfnz51tsG6Bmvd64cSPz589n3rx52NvbM2LECBYsWGBI7OXi4sKMGTPYvHkzq1atQq/X07FjR7744gueeOIJw7qmT5+Oi4sL7733Hv/73/9wdXVl8uTJLFiwwDDHsCW4uLiwY8cO3nnnHVauXMny5cvx8PCgc+fOvP7664ZEYUIIIYS5NEpNMmoIIYQQQgghhBCNmIwZFkIIIYQQQgjR7EhhWAghhBBCCCFEsyOFYSGEEEIIIYQQzY4UhoUQQgghhBBCNDtSGBZCCCGEEEII0exIYVgIIYQQQgghRLMjhWEhhBBCCCGEEM2OFIaFEEIIIYQQQjQ7UhgWQgghhBBCCNHsSGFYCCGEEEIIIUSzI4VhIYQQQgghhBDNjhSGhRBCCCGEEEI0O1IYFkIIIYQQQgjR7Pw/8FEPvH2PUAEAAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time\n", "axes = plot_linear(\n", " sumstats_loaded=sumstats_loaded, \n", " track_heights=[0.5,1,1], \n", " hits_table=hits_table, \n", " plot_title=\"test_pycmplot_python_api\",\n", " annotate='SNP',\n", " output_format='png',\n", " dpi=300, chr_spacing=0.0,\n", " point_size=5,\n", " signif_lines=signif_lines,\n", " highlight=True,\n", " highlight_color=\"brown\",\n", " highlight_line=True,\n", " highlight_line_color=\"lightgrey\",\n", " logp=True, colors=['steelblue','orange'], \n", " figsize=(10, 4), \n", " trim_pval=0.001\n", ")" ] }, { "cell_type": "markdown", "id": "85ac4fd7-33b9-4fd9-9c84-cda3626eb0b7", "metadata": {}, "source": [ "### Highlighting by a different p-value threshold and changing plot colors and removing track labels\n", "\n", "- Notice that a chrX locus is highlighted but not annotated. \n", "\n", "- This is because it did not meat the default significance threshold used in the data preparation function that generated the hits table." ] }, { "cell_type": "code", "execution_count": 8, "id": "7ba54f61-b2ed-48aa-a1e5-1d06180e67a5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Annotate by: nearest_upstream_gene\n", "[INFO] Plotting: HbF ...\n", "[INFO] Plotting: MCV ...\n", "[INFO] Saved linear Manhattan plot: /home/kesohku1/projects/gwas/scripts/pycmplot/testpycmplotpythonapi_hbf_mcv_lm_logp.png\n", "CPU times: user 50.8 s, sys: 3.63 s, total: 54.4 s\n", "Wall time: 52.2 s\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time\n", "axes = plot_linear(\n", " sumstats_loaded=sumstats_loaded, \n", " track_heights=[0.5,1,1], linear_track_spacing=0.01,\n", " hits_table=hits_table, \n", " plot_title=\"test_pycmplot_python_api\",\n", " annotate='gene',\n", " label_col='top_gene', \n", " output_format='png',\n", " dpi=300, chr_spacing=0.01,\n", " point_size=5,\n", " signif_lines=signif_lines,\n", " highlight=True,\n", " highlight_thresh=1e-7,\n", " highlight_color=\"brown\",\n", " highlight_line=True,\n", " highlight_line_color=\"lightgrey\",\n", " logp=True, colors=['silver','lightblue'], \n", " figsize=(10, 4), \n", " trim_pval=0.001\n", ")" ] }, { "cell_type": "markdown", "id": "7b137a05-59f1-4c80-b5c5-019d2d83a285", "metadata": {}, "source": [ "## Generating circular plots\n", "\n", "- Here, we specify gene annotation by the ```annotate``` argument.\n", "- It takes either `SNP` or `GENE`. When `GENE` is specified, the `top_gene` column in the hits table will be used." ] }, { "cell_type": "code", "execution_count": 9, "id": "35344386-9bba-4126-9c56-30783a7fecfc", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Plotting : HbF\n", "[INFO] Plotting : MCV\n", "[INFO] Annotate by: nearest_upstream_gene\n", "[INFO] Saved circular Manhattan plot: /home/kesohku1/projects/gwas/scripts/pycmplot/large_inner_circle_rmin__40_hbf_mcv_cm_logp.png\n", "CPU times: user 1min 44s, sys: 3.84 s, total: 1min 48s\n", "Wall time: 1min 46s\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time\n", "fig = plot_circular(\n", " sumstats_loaded=sumstats_loaded,\n", " hits_table=hits_table,\n", " sector_sizes=merged_assoc_sector_sizes,\n", " annotate=\"GENE\",\n", " plot_title=\"Large Inner Circle: r_min = 40\",\n", " #label_col='top_gene', \n", " output_format='png',\n", " annotation_size=10,\n", " dpi=300, \n", " highlight=True,\n", " pad=1,\n", " r_min=40,\n", " r_max=100,\n", " signif_lines=signif_lines,\n", " logp=True, colors=['steelblue','orange'], \n", " #figsize=(10, 4), \n", ")" ] }, { "cell_type": "markdown", "id": "45e3ba54-d381-4b74-a7f7-b27904fde5f2", "metadata": {}, "source": [ "### Controling the inner circle size\n", "\n", "- The inner circle size is controled by the `r_min` (minimum radius) argument. It indicates the proportion of the figure the inner circle occupies.\n", "\n", "- When dealing with a few sumstats, it should be appropriate to use a relatively high value so the tracks (Manhattan plots) a well represented.\n", "\n", "- With many more sumstats, `r_min` should be lower. For instance, I have noticed that `r_min = 20` works well for >= 4 sumstats. 20 is thus the default when `r_min` is not set.\n", "\n", "- The total size of the circle is also determined by `r_max` (maximum radius). It is recommended to always use the default of 100.\n", "\n", "- For instance, we will use `r_min = 10` below so you see that the plot looks messy with 2 sumstats.\n", "\n", "- We can control the size of the plot title using `plot_title_size`. However, anything fitted within that tiny space would not be visible." ] }, { "cell_type": "code", "execution_count": 10, "id": "d0c16dff-746e-42eb-8107-502edcfcb795", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Plotting : HbF\n", "[INFO] Plotting : MCV\n", "[INFO] Annotate by: nearest_upstream_gene\n", "[INFO] Saved circular Manhattan plot: /home/kesohku1/projects/gwas/scripts/pycmplot/small_inner_circle_rmin__10_hbf_mcv_cm_logp.png\n", "CPU times: user 1min 43s, sys: 4.1 s, total: 1min 48s\n", "Wall time: 1min 45s\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time\n", "fig = plot_circular(\n", " sumstats_loaded=sumstats_loaded,\n", " hits_table=hits_table,\n", " sector_sizes=merged_assoc_sector_sizes,\n", " annotate=\"GENE\",\n", " plot_title=\"Small Inner Circle: r_min = 10\",\n", " #label_col='top_gene', \n", " output_format='png',\n", " annotation_size=10,\n", " dpi=300, \n", " highlight=True,\n", " pad=1,\n", " r_min=10,\n", " r_max=100,\n", " signif_lines=signif_lines,\n", " logp=True, colors=['steelblue','orange'], \n", " #figsize=(10, 4), \n", ")" ] }, { "cell_type": "markdown", "id": "1ef524d4-f708-4c89-b284-799eb30b490f", "metadata": {}, "source": [ "#### We can make it look better by placing chrom labels outside, and excluding plot title and track labels" ] }, { "cell_type": "code", "execution_count": 12, "id": "91615634-380d-481e-804a-ba141a3ada47", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Plotting : HbF\n", "[INFO] Plotting : MCV\n", "[INFO] Annotate by: nearest_upstream_gene\n", "[INFO] Saved circular Manhattan plot: /home/kesohku1/projects/gwas/scripts/pycmplot/dt4kk3raov_hbf_mcv_cm_logp.png\n", "CPU times: user 1min 43s, sys: 3.54 s, total: 1min 47s\n", "Wall time: 1min 45s\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time\n", "fig = plot_circular(\n", " sumstats_loaded=sumstats_loaded,\n", " hits_table=hits_table,\n", " sector_sizes=merged_assoc_sector_sizes,\n", " annotate=\"GENE\",\n", " #plot_title=\"test_pycmplot_python_api\",\n", " chrom_label_side='outside',\n", " output_format='png',\n", " annotation_size=10,\n", " dpi=300, \n", " highlight=True,\n", " highlight_line=True,\n", " no_track_labels=True,\n", " pad=1,\n", " r_min=10,\n", " r_max=100,\n", " signif_lines=signif_lines,\n", " logp=True, colors=['steelblue','orange'], \n", " #figsize=(10, 4), \n", ")" ] }, { "cell_type": "markdown", "id": "d52d4639-43df-4136-a43e-b13577120178", "metadata": {}, "source": [ "#### SNP Annotation, highlight threshold and color change" ] }, { "cell_type": "code", "execution_count": 11, "id": "7c815f2a-1d08-4384-b463-07a261983377", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Plotting : HbF\n", "[INFO] Plotting : MCV\n", "[INFO] Annotate by: SNP\n", "[INFO] Saved circular Manhattan plot: /home/kesohku1/projects/gwas/scripts/pycmplot/snp_annotation_hbf_mcv_cm_logp.png\n", "CPU times: user 1min 44s, sys: 3.71 s, total: 1min 48s\n", "Wall time: 1min 46s\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time\n", "fig = plot_circular(\n", " sumstats_loaded=sumstats_loaded,\n", " hits_table=hits_table,\n", " sector_sizes=merged_assoc_sector_sizes,\n", " annotate=\"SNP\",\n", " plot_title=\"SNP Annotation\",\n", " #label_col='top_gene', \n", " output_format='png',\n", " annotation_size=10,\n", " dpi=300, \n", " highlight=True,\n", " highlight_line=True, \n", " highlight_thresh=1e-7,\n", " pad=1,\n", " r_min=40,\n", " r_max=100,\n", " signif_lines=signif_lines,\n", " logp=True, colors=['silver','lightblue'], \n", " #figsize=(10, 4), \n", ")" ] }, { "cell_type": "markdown", "id": "66409ec0-582f-41e6-8d72-b46676e505bc", "metadata": {}, "source": [ "## Ensuring all highlighted loci are also annotated\n", "\n", "- We set the same `signif_threshold` and `highlight_thresh` values.\n", "\n", "- Remember you can give these outputs any name: `merged_sector_sizes`, `sumstats_loaded`, `hits_table`, `signif_lines`" ] }, { "cell_type": "code", "execution_count": 13, "id": "4728e4b1-330c-4545-82da-7604ad8405da", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Loading MCV from /data/awonkam1/kesoh/gwas/sitt/sumher/pycmplot/sitt_all_panels_nMCV_agecut-5_kvik1.step2.assoc.gz …\n", "[INFO] Loaded 82710042 variants from summary stat file, using 6.84 GB of memory\n", "[INFO] Extracting raw p-values for QQ-plotting ...\n", "[INFO] Excluding variants with p-value less than 0.001 to speed up Manhattan plotting ...\n", "[INFO] 86296 variants remain after trimming, using 0.782 MB of memory\n", "[INFO] Adding a 'logP' column ...\n", "[INFO] Normalizing chromosome names {\"23\": \"X\", \"24\": \"Y\", \"M\": \"MT\", \"MTDNA\": \"MT\"} ...\n", "[INFO] Converting hg19 coordinates to hg38 ...\n", "[INFO] Extracting variants to highlight ...\n", "[INFO] Loading HbF from /data/awonkam1/kesoh/gwas/sitt/sumher/pycmplot/sitt_all_panels_nHbF_agecut-5_kvik1.step2.assoc.gz …\n", "[INFO] Loaded 82710042 variants from summary stat file, using 6.84 GB of memory\n", "[INFO] Extracting raw p-values for QQ-plotting ...\n", "[INFO] Excluding variants with p-value less than 0.001 to speed up Manhattan plotting ...\n", "[INFO] 92724 variants remain after trimming, using 0.841 MB of memory\n", "[INFO] Adding a 'logP' column ...\n", "[INFO] Normalizing chromosome names {\"23\": \"X\", \"24\": \"Y\", \"M\": \"MT\", \"MTDNA\": \"MT\"} ...\n", "[INFO] Converting hg19 coordinates to hg38 ...\n", "[INFO] Extracting variants to highlight ...\n", "[INFO] Loading gene info from: /home/kesohku1/projects/gwas/scripts/pycmplot/pycmplot/data/Homo_sapiens.GRCh38.geneinfo.tsv.gz\n", "[INFO] Annotating lead variants and generating hits summary table ...\n", "[INFO] Locus summary written to: test_pycmplot_python_api.tsv\n", "[INFO] Computing per-sumstat sector sizes (chrom → [min_pos, max_pos])\n", "CPU times: user 4min 13s, sys: 18.3 s, total: 4min 31s\n", "Wall time: 4min 32s\n" ] }, { "data": { "text/html": [ "
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CHRPOSSNPPBUILDlogPLABELOLD_POSOLD_BUILDgenic...promoter_upstream_flaggene_densitytop_genebiotypepriority_scoredistancepromoter_flagdistance_scorebiotype_weightpromoter_bonus
12604931112:60493111:SNV3.039700e-18hg3817.517169HbF60493111hg38True...False46.0BCL11Aprotein_coding4.00False1.01.00.0
01625800316:258003:SNV1.094200e-13hg3812.960903MCV258003hg38True...False150.0FAM234Aprotein_coding4.00False1.01.00.0
2X6309419423:62313664:SNV5.633700e-08hg387.249206HbF62313664hg19False...FalseNaNSPIN4-ARHGEF9intergenicNaN253034-540773NoneNaNNaNNaN
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\n", "
" ], "text/plain": [ " CHR POS SNP P BUILD logP LABEL \\\n", "1 2 60493111 2:60493111:SNV 3.039700e-18 hg38 17.517169 HbF \n", "0 16 258003 16:258003:SNV 1.094200e-13 hg38 12.960903 MCV \n", "2 X 63094194 23:62313664:SNV 5.633700e-08 hg38 7.249206 HbF \n", "\n", " OLD_POS OLD_BUILD genic ... promoter_upstream_flag gene_density \\\n", "1 60493111 hg38 True ... False 46.0 \n", "0 258003 hg38 True ... False 150.0 \n", "2 62313664 hg19 False ... False NaN \n", "\n", " top_gene biotype priority_score distance promoter_flag \\\n", "1 BCL11A protein_coding 4.0 0 False \n", "0 FAM234A protein_coding 4.0 0 False \n", "2 SPIN4-ARHGEF9 intergenic NaN 253034-540773 None \n", "\n", " distance_score biotype_weight promoter_bonus \n", "1 1.0 1.0 0.0 \n", "0 1.0 1.0 0.0 \n", "2 NaN NaN NaN \n", "\n", "[3 rows x 24 columns]" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "%%time\n", "pycmplot_dict = get_sumstats_and_merged_sector_list(\n", " sum_stats=sumstats_list,\n", " labels=labels_list, \n", " file_info=sumstat_info_dict, \n", " logp=True, \n", " table_out=\"test_pycmplot_python_api\", \n", " trim_pval=0.001,\n", " signif_threshold=1e-7\n", ")\n", "\n", "merged_assoc_sector_sizes = pycmplot_dict[\"sectors\"]\n", "sumstats_loaded = pycmplot_dict[\"dfs\"]\n", "hits_table = pycmplot_dict[\"annot\"]\n", "signif_lines = pycmplot_dict[\"lines\"]\n", "pval_dict = pycmplot_dict[\"pvals\"]\n", "\n", "hits_table" ] }, { "cell_type": "markdown", "id": "af22c1de-a9e0-40a1-a8c0-9b4fcbf33ecb", "metadata": {}, "source": [ "- **See that we now have three loci in the hits table**" ] }, { "cell_type": "code", "execution_count": 5, "id": "8b595f43-7521-45f1-b3b4-19defb7eb3b8", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Plotting : HbF\n", "[INFO] Plotting : MCV\n", "[INFO] Saved circular Manhattan plot: /home/kesohku1/projects/gwas/scripts/pycmplot/highlight_pval_change_hbf_mcv_cm_logp.png\n", "CPU times: user 15.8 s, sys: 1.37 s, total: 17.1 s\n", "Wall time: 15.8 s\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time\n", "fig1 = plot_circular(\n", " sumstats_loaded=sumstats_loaded,\n", " hits_table=hits_table,\n", " sector_sizes=merged_assoc_sector_sizes,\n", " annotate=\"GENE\",\n", " plot_title=\"Highlight Pval Change\",\n", " plot_title_size=9,\n", " #label_col='top_gene', \n", " output_format='png',\n", " annotation_size=8,\n", " dpi=300, \n", " highlight=True,\n", " highlight_thresh=1e-7,\n", " highlight_line=True,\n", " pad=1,\n", " r_min=40,\n", " r_max=100,\n", " signif_lines=signif_lines,\n", " logp=True, colors=['steelblue','lightblue'], \n", " #figsize=(10, 4), \n", ")" ] }, { "cell_type": "markdown", "id": "bbfb3658-ef2a-4f2e-8855-a4015d2f8483", "metadata": {}, "source": [ "### Explicitly speficying directory where output files should be stored" ] }, { "cell_type": "code", "execution_count": 7, "id": "568655d2-0aa6-4619-b7d1-aaba0483610d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Plotting: HbF ...\n", "[INFO] Plotting: MCV ...\n", "[INFO] Saved linear Manhattan plot: /home/kesohku1/projects/gwas/testpycmplotpythonapi_hbf_mcv_lm_logp.png\n", "CPU times: user 6.81 s, sys: 794 ms, total: 7.61 s\n", "Wall time: 6.76 s\n" ] }, { "data": { "image/png": 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e0+nkueeeY968eXz00Uc89NBDJCUled6/4IILOOaYY3j88cfZt28fZrMZu90OQExMDDExMb4K/aigxIWIn8nMzCQyMpIpU6bw+eefM2PGDPLy8jzvq3eXiIiICAQHB3PRRRfx0EMP8cEHH7BixQoAUlNTAQgLC/MUVFS3Wzkci8XCeeedx/XXX8+4cePYtm0bp5xyCuvWrfPMM2fOHEJDQ7n66qsBCAwM9FW4Rx0dwSJ+pm/fvowfP55evXrxxhtvsHLlSsaNG8fXX39NXl4eJpPJ66mBiIiIyNHIarWydetWLr74Yq6++mquvfZapkyZwtNPPw3AlVdeSUJCAvv37/dxpNIUGIZBcHAw8fHx3HTTTTz99NOMHDmS448/nldffZXt27cD8O6777J8+XL+7//+z8cRH12UuBDxI6W1LFq0aMHu3bs54YQTSEhIYODAgZ5qxqVN09TyQkRERI5GpQ9wsrKy2LhxIwAPPvggVquVlStXMm3aNABCQ0NJT09Xl1upEZPJxIQJEwgJCWHZsmUMHTqUDz74gM6dO/PII4/w6KOPMn/+fEaMGMGjjz7KlVde6euQjypKXIj4kdIf1hkzZrBgwQJsNhvgbt6YnZ3NmjVrmDhxIgsXLlThHxERETkqJCcnM3/+fFauXEl2dran20fLli0JDQ0F4IEHHiA9PZ2YmBi2bt2KzWZj5MiRbN26VbUHpEZcLhdOp5OAgADWrFkDuIfSdTgc3H///WRlZXH22WczZ84c7r77bnr16uXjiI8uSlyI4G4a5ssWDGW7frhcLlq1akV+fj4AN9xwAwsXLmThwoXMnj2brl27cskll5CTk9Ng8fj682hozXH7mtM2NfVtaWrxN4V4/TlGf4zNH2MCxeVv62/s9dZ1fRs3bmTcuHFcf/31TJ48mQ8//NDzXvv27cnNzWXGjBn8/vvvLF++nLFjx/Loo4+ydetWAKKiony+DY2x3PqKrS7Lqeu6fX3slWc2m7FYLFx77bXs2LGD6dOnM3/+fObNm8ftt9/OU089xR133MGYMWN8HepRyWT4094i4iOlh0FjtmLYsmULP//8M3fffbcnhrLrv+666/j6668JDQ3lm2++4bjjjgMgLy+PgoIC2rVr12Cx+eLzaEzNcfua0zY19W1pavE3hXj9OUZ/jM0fYwLF5W/rb+z11mV927ZtY8KECVx66aXceuutPPDAA2zdutUzZPzatWsZMWIE3bp146uvvmLYsGGUlJQwceJEPvzwQ3r27OnzbWis5dZXbHVZTl3X7etjr6yy1+HLly9n0qRJxMTE8NNPPzFgwADPPC6XS12PfERjAYn4QGxsLBMnTiQtLY2OHTty0UUXeU6WpSfOdu3aUVJSwuLFi72aokVERBAREeGr0EVEREQaXF5eHrfeeisXXXQRzz//PAAXXXQRX375pWeeYcOG8dRTTzFp0iSGDx+Ow+EgICCApUuXahQRqVT5B4XgrjFnsVjIyMigVatWjBkzhunTpzN48GAGDBiAy+Xy7E9KWviOjmiRRpadnc2sWbM4+eSTOf/88/n444/ZsmWL5/3Sk+lFF13EoEGDNNa4iIiIHHUCAwO59NJLueSSSzzTFi1axPLly5k+fTr33XcfAPfeey/Dhw8HDt1UKmkhldmxYwevvvoqcKi1R2nSYu/evfTr14+PP/4YgPDwcE/LHu1P/kHfgkgjs9vttGzZkpkzZ3LVVVexbt06vvrqKwCvfn5BQUEkJCSwefNmX4UqIiIi0ugMwyAoKIipU6d6khIvvPACzz//PFOmTCE0NJTPPvvM0xJD5HDy8vI455xzuPXWW1mwYIHnQaHFYiExMZExY8Zw7rnnehJl11xzDWvXrmXHjh2+DFvK0KNckUbWtm1b/u///s9To+Lee+/lnnvuYfLkyZxwwgme5mjdu3dn2LBhfPvtt5x22mmYTCa/6AMoIiIi0hAKCgoICAjAbrcTHh5OmzZtAEhJSWH79u3Mnz+fSZMmYbPZmD59umcoVJHDiYiI4Mwzz+TYY49l1qxZdO3ald69e2MYBi+//DLnnHMOL730kuda22w2YzKZaNGihY8jl1IqzimC74oDuVwuTCYTF1xwAatXr+aPP/6gS5cuFBcXExwczNtvv81JJ51E7969GzUufyqW1BCa4/Y1p21q6tvS1OJvCvH6c4z+GJs/xgSKy9/W72/FObds2cI999zDvn376N+/P9dddx0TJ070vJ+bm0tkZKSnRsGll15KWloav/76a43X0dDb4Mvlqjhn1UofCj7xxBN069aN++67j2uvvZYHHngAk8lESUkJVqu1QhzZ2dlER0d7xetv56+jibqKiDSwxMRE9u7dC4DD4fB6rzSbe9NNNxETE8Nzzz1HRkYGr732Gj/++CPXXXddoyctRERERBrTtm3bGD9+PJ07d2by5Mls2bKF1157jYKCApxOJ4CnMLnJZKKoqIjCwkJOOukkX4YtTYTT6aSoqIiUlBQuvvhizjzzTGbPnk16ejqffPIJCQkJlSYkyiYtxPfUVUSkAe3YsYMBAwYwbNgwVq1ahdVq9apMXOrEE09k8uTJfPXVV2zcuJFly5axbds2H0UtIiIi0jgyMzO56667uPrqq3nmmWcAGDRoEDNnzqSgoICwsDDA+6n8E088wZo1a3j22Wd9ErP4v6KiIkJCQjAMg4CAAAICAggNDcVms/Hqq6+yceNGOnbsSOvWrdm+fbuvw5UaUIsLkQaSmprKzTffzMSJE8nJyeH//u//gIqViV0uFwAPPfQQKSkpbNmyhXXr1tG3b99Gj1lERESkMaWnpxMeHs7pp5/u6TowdOhQgoODPa0tSn311VdccMEFvPnmm8ybN4+ePXv6ImTxc8nJyQwaNIhdu3ZhMpk8LZ4zMzPZt28fAK1bt8ZisTBx4kQiIyMB7yL54n+UuBBpIJs2baJnz5488sgjnH766SxatIhFixZVmM9sNmO327nlllsoLCxkyZIlDB482AcRi4iIiDSO4uJiDMMgLCyM888/n3HjxnlaVQQHB2M2mykpKfEkL0pbrNpsNpYsWcLQoUN9Gb74saioKKKiorj22mspKCjwtHgOCwsjICCAm2++meXLl3P++eeze/duPvvsM8D/6u+INyUuRBrIuHHjOOeccxgzZgx33HEHmZmZvPHGG5SUlADeWd2EhAR27tzJ0qVLOeaYY3wVsoiIiEiD27JlCxdddBGpqal07NiR6dOnA4daoWZmZtKqVStiYmKwWCyA+7rpnHPO4eOPP9a1klTJMAxCQ0OZNWsWRUVFzJ49m5KSEsxmMy1btmTMmDF8//33LF26lJdeeonc3Fw+/fRTiouLfR26HIYSFyINwDAMAgMDmTx5MgCdOnXi/fff57vvvuOVV14B3Fnd0h/oLl268M033zBy5EifxSwiIiLS0Ox2O+eccw7ffvst99xzD+BufVq2BtiuXbtwOBwEBQUB8Nprr/HJJ58AEB4e7pvAxa/l5eV5RusDmDJlCsOHD+fbb79l/fr1nnlKSkr4/vvv6dOnD1FRUfz666/Mnj2b4OBgH0YvNaHEhUg9Kk1ElG9q5nK5GDNmDA8++CBPPPEEv/32GwBffPEFiYmJBAYGeqpli4iIiDRXgYGBnH766YwdO5ZNmzZ5CmyazWZPa1S73U67du0A+L//+z9mzpzJcccd57OYxb/t3LmTiRMnct1115GWlobNZiMwMJBnnnmGnJwcHn74YQCeffZZli9fzpAhQwD3aCOdO3fWCH5NhBIXIvUgLS0N8P7RLav0CcKMGTMYM2YMc+bM4dxzz+Wee+5RfzoRERE5qrRr1464uDiGDx/O77//zurVq4FD3WhTUlIYOHAgTz/9NC+++CKrVq2if//+vgxZ/FRJSQlz5sxhzZo1fP3114wePZqnn36aP//8k4iICObOnctff/3F/fffD+BV0LW0G5I0DUpciByhzMxMJk2axJNPPglUX9inX79+zJgxg6+++ooFCxbw/fff06lTp8YKVURERKTR2e12r9dnn302w4cP5+KLLyY2NpZ33nkHOPSgJykpiddee43HH3+cZcuWMXz48EaPWZqGgIAATj/9dIYNG8add97JVVddxY4dOzjrrLOYNWsWdrudRx99lEWLFvHDDz/4Olw5AkpciBwhm81Gnz59WLJkCWvXrq1yPsMwcDqdrFu3jujoaJYvX86wYcMaMVIRERGRxrVp0ybOPPNMvv76a1JSUgBo27YtGzZswOl0MmfOHN555x1PDQuAjIwMAFavXs2IESN8Erf4t/j4eGbNmgW4C+JfccUVPPvss4wZM4bPPvuMN954g3nz5vHoo4/y1VdfYbVa+fzzz0lKSvJx5FJXJkMD1op4mibWptuG3W7H6XQSEhLCihUrmD59OhdccAGzZ8/GMIxKl/XDDz9w1lln8c8///j1D3FdPo+mpDluX3Papqa+LU0t/qYQrz/H6I+x+WNMoLj8bf2NsV6Hw8GIESPYuHEjZ599Nu3bt+eyyy5j5MiR3HnnnURGRjJr1izuuOMOvvnmGz777DPGjBlDbGwsTqeTvn371mp9Db1NDbX8+lhufcVWl+XUdd1H8nezZs3ik08+4fXXX2fq1KkAXHXVVfz888+sWLGCbt26sXv3blasWMGcOXNYvHgxMTExbNq0idatW9dqfWXX62/nr6OJEhci1P7EGRsbyyuvvMKWLVv4+OOPad++PZ999hmXXHIJX3/9NWeffbZXdWyn04ndbicgIIDU1FQ6dOjQYNtSH3x9EdfQmuP2Nadtaurb0tTibwrx+nOM/hibP8YEisvf1t9Y6124cCEXXnghQ4YM4bjjjuPbb7/ltddeIyMjgwceeID169ezdetWHnroISIjI3nuuedo3759ndalxMXRkbgASEhI4PTTT6dLly589tlnREZGsm3bNv79738TExPD66+/TsuWLT3zv/HGG0yaNOmICnEqceFb6ioiUkubNm1iwoQJ5OfnM2jQIMLCwgC46KKLuO6667j11ltZt26dV9Li2muvZdq0aVgsFr9PWoiIiIjUl1GjRnHdddeRnZ3NgAEDuOGGGzj55JM9I6zl5uYyZMgQxo8fz8aNGwkMDPRxxOKvMjMziY+PJykpiS5dujBnzhx+//13XnrpJQD69+/POeecw65du/jpp59wOp04nU4AbrzxRo0e0sQpcSFSC3FxcUybNo3LLruMt99+mxdffJHIyEhPxvjKK6+kZ8+evPbaa56RRu68806++uornnrqKWVpRURE5KhQem0UHh7O6aefTkREBCtWrODmm2/m119/5Z9//mH79u3s2rULcF8vLVy4kFatWvkybPFTmzZt4sQTT2T8+PEMHjyYX375hZEjR/Lwww/z7LPPMm/ePABuvvlmOnfuzIsvvkh2drZGDmlGlLgQqYHSH99PPvmEcePG8eCDD3qdCEsTEqNGjeKMM87g119/ZfHixdx22228/fbbLFmyhFGjRvkkdhEREZHGsGnTJk499VS2b9/uedINcPzxxzNjxgzee+89/ve//zFp0iQ+++wzVq5cyejRoz3ztmnTxlehix/bsGEDxx9/PKeccgr33nsvo0eP5uyzz2bXrl1cccUVTJo0iffee4+tW7cC8MUXXxAbG8sdd9zh48ilPll9HYBIU1CamFiyZAlDhgwhJCSkwjylNS3uvPNOVq1axfnnn09oaCh//fUXQ4cObeyQRURERBrVrFmzmD9/PlOnTuXuu+9m6tSp9OzZE4Drr7+edevWccMNNzBmzBj69evn+Ts9FZeqbN++nZEjR3Lvvffy2GOPATB27FhWr17Nzz//zK233sqFF17I7bffzk8//USvXr0IDg5m3rx5dO7c2cfRS31SiwuRGnC5XJSUlJCQkEC3bt2AQ60wSv9tNpux2WwAzJ49mzPPPJO///5bSQsRERE5KlxwwQV89NFH3HvvvXzwwQfcd999LFiwwPP+rFmz6NOnD9deey15eXk+jFSaivXr1+NwOJg0aRLgrh03cOBAOnXqRGhoKADnnXceV155JY8//jibN28G4OSTT671qDTi35S4EKlGTk4OeXl5ZGVlERAQQGRkJHFxcYA7mVGqtEXGk08+yYIFC4iJieGzzz5j4MCBPolbREREpDHExsaSn58PQEhICM899xw33ngj9913H5GRkVx00UV88MEHOJ1O2rdvz2233cbWrVv5/PPPfRy5+LPU1FS2bt3KBRdcwCWXXMJ5553Hrl27sFgsbNu2jfj4eM/DRIDHHnuMfv36cf3113tdo0vzocSFSBW2bNnC1KlTGT16NLfeeis5OTlMnjyZzz77jP3792OxWLxOjDt27GDTpk2YTCZMJpMnCywiIiLSHG3YsIE+ffrwxRdfAHD66afTr18/EhISOPvss5k9ezbh4eFcddVVXHPNNWzatIlzzz2XM8880/MEXaS8rVu3Mm3aNJ555hmSk5OZOXMmXbt25b///S/r1q1j8uTJXH755UyePNnzNyaTieeff565c+diNptVEL8ZUuJCpBLr16/nuOOOY9CgQYwbN44///yTxYsXc+qppxIUFMTTTz9NRkYGZrPZk7z46KOPSE5OZsCAAT6OXkRERKRhbdiwgTFjxnD//fdzzTXXAO6bx7y8PD766CMAZs6cicVi4Z133mHJkiWce+65fPrpp8yePZsePXr4MnzxU1u2bOGEE07ghBNO4Pzzz6d9+/aMHDmS6dOn88MPP3DiiScyffp0nn/+ecC7BfS4ceO0XzVjKs4pUs7mzZsZM2YM9957L7NmzQLghBNOYPfu3dxxxx3861//4tNPPyUsLIyZM2eSmZnJ559/zuuvv86SJUto3769j7dAREREpOFs3ryZ448/nnvvvZeHH37Y672rrrqKDRs2cNlll/H777/zww8/MGLECI4//niee+45Ro8e7Zugxe+lpaVx3XXXcdNNN/H44497vXf//fezZs0afvzxR+677z4AHA4HVqtuZ48WJqNshUGRo1TpYZCbm8uYMWOIiYlh0aJFGIaByWTi0ksvpW3btrRv354rr7ySe++9lx9++IG0tDQGDhyI1Wrl/fffZ9CgQT7ekvpR+nk012Z2zXH7mtM2NfVtaWrxN4V4/TlGf4zNH2MCxeVv66/renNychgzZgzt2rVj4cKFnumvv/46/fv3p3Xr1gwePJhOnTrx/fffM2TIEFwuFyaTCYfDQUBAQL1uR1kN/Vk21PLrY7n1FVtdllPXdZf/u/Xr13Pbbbfxzjvv0LNnT8xmM06nk+TkZCIjIykqKmLChAn069ePefPmeZbRWMdOY65LKlJXEZEyoqKiGDNmDLt27WLbtm2YTCaefPJJPv30U1auXMmzzz7L5MmTefHFF/njjz/49NNP+eijj/jll1+aTdJCREREpCql10o7d+5ky5YtADzxxBM88MADBAQEcOyxxzJ58mSeffZZT9LCbHbfcujpuFRn1apVbN68md69e2M2m/ntt9+4/fbbGThwIGPGjGHOnDncd999rF+/3tNVRImEo4daXIjgzqCWDmkKMGrUKKKjoz0/vJ988gmjR48mISGBSZMmcdVVV/HEE0/4OOqG4+unTw2tOW5fc9qmpr4tTS3+phCvP8foj7H5Y0yguPxt/XV9sl46/6hRo4iMjGTKlCk888wzfPzxx0ydOhWASy+9lNzcXL777rsjWl9tqcVF025xsW7dOs444wxOO+00wsLCmDdvHj179mTMmDH88ccfZGdn88EHH/DAAw9gtVqZO3cuYWFhtVrnkVCLC99S2lPkIJPJ5Dkhvfjii1xwwQX88ccf/PLLL5x88skA9OnTh86dO2vscRERETnqlL9WOv/881myZInnWqm05sC5557Lk08+SXFxMcHBwb4OW5qIrl27ctppp7Fo0SLy8/N58sknGTduHL179yYuLo6ePXtitVp55plniIyMbNSkhfieEhciZZRmUYcOHcoVV1zBL7/8gsPh8LzvdDrp2rUrw4YNA5R5FRERkaNL2WulK6+8kl9++QWn0wkc6grSqVMn9u7dS05OjhIXUmMtW7bkxRdfJCcnh8jISCIiIgD3yCHx8fEMGjSIVq1a0blzZx9HKr6gGhcilQgNDeXaa6/F6XTy5ptvkpubC8BTTz3F+vXrmTBhAuB/zV1FREREGkPZa6W33nqL/Px8wP2QZ/jw4Wzfvp2YmBgfRylNTXh4OB07dvQkLQBPvYsOHTp4TZeji2pciFB137xVq1YxduxYnn/+eUpKSvi///s//v77b4YMGeKDKBuPr/v7NrTmuH3NaZua+rY0tfibQrz+HKM/xuaPMYHi8rf119d6S6+VHnvsMe65554GX191VOOiade4qEx8fDxvvvkmb731FsuWLePYY4+t1Trqk1pa+5YSFyJUf+J86aWXuP3227FarSxfvpwRI0Y0dniNztcXcQ2tOW5fc9qmpr4tTS3+phCvP8foj7H5Y0yguPxt/fW53tmzZ3PHHXfwyy+/MGXKlAZfX1WUuGheiYunnnqK5cuXExsbyxdffMHgwYNrtfz6psSFb6nGhchhXHzxxWzcuJG7776bfv36+TocEREREb9yySWXsHHjRnr37u3rUKQZOeusszAMg1deeYVu3br5OhzxMbW4EOHwGd+SkhICAgIaMySf8vXTp4bWHLevOW1TU9+WphZ/U4jXn2P0x9j8MSZQXP62/vpe7+GuldTiomGX2xxbXIC7ZorFYqnVchuKWlz4lopzitTA0ZS0EBEREaktXStJQ/CXpIX4nhIXIiIiIiIiIuK3lLgQKcPpdJKVleXrMERERET8UmZmJi6Xy9dhSDPjcrnIzMz0dRjix5S4ECknPj6e/fv3+zoMEREREb+Tn5/Pli1bcDqdvg5FmpmEhAQSExN9HYb4KSUuRMqwWCwMGjSI9PR0EhISfB2OiIiIiF/p0qULLVq0YNOmTTgcDl+HI82E2Wxm0KBB5OTkEBcXh8aPkPKUuBApx2KxcOyxx5KTk0NSUpKvwxERERHxK506dSImJoYtW7ao24jUG7PZzDHHHENhYaFaXkgFSlyIVMJsNjNgwABSU1NJTU31dTgiIiIifqV9+/a0aNGC7du36+m41BuTyUT//v3JysriwIEDvg5H/IgSFyJVKG15kZCQoIKdIiIiIuV07tyZwMBAYmNjlbyQelPa8iIpKYmMjAxfhyN+QokLkWoEBARw7LHHEhsbS15enq/DEREREfEbJpOJnj17UlJSotpgUq+sVisDBw5kz5495Obm+joc8QNKXIgcRnBwMAMGDGDbtm3Y7XZfhyMiIiLiN0wmE/369SM7O5u0tDRfhyPNSGBgIMceeyzbt2/HZrP5OhzxMSUuRGogLCyMbt26sWPHDjWFFBERESnDbDbTv39/4uLidIMp9SokJISePXuqlooocSFSU23btiUgIIDk5GRfhyIiIiLiVwIDA+nVq5duMKXetWrVitDQUPbt2+frUMSHlLgQqYVevXqRlJREYWGhr0MRERER8SstW7bUDaY0iB49epCSkkJ+fr6vQxEfUeJCpBasVit9+/Zl+/btGrdcREREpBzdYEpDsFgs9OvXj+3bt+N0On0djviAEhcitRQZGUl0dDRJSUkAFBQUsG3bNjZu3OjjyERERER8y2Kx0LdvX3bu3IlhGJSUlJCYmMiKFStU5FyOSHh4OG3atCExMRGAwsJCduzYwfr1630bmDQKq68DEGmKOnTowJIlS4iNjaWgoACn00nr1q19HZaIiIiIz4WHh+N0Olm6dCn5+fm4XC4Mw8BkMvk6NGni2rdvz5IlS4iLi6OgoACXy0VkZKSvw5JGoMSFSC04HA42bdrE/v37yc3NJSAggNatW2Oz2QgJCfF1eCIiIiI+FR8fz86dOyksLCQ7O5suXbpgNpspKCjAatWth9SN0+lk8+bN7Nu3z9MNKSYmBrvdrmvwo4S6iojUgslkoqCgAIB27dphs9lwOBw4nU7CwsJ8HJ2IiIiIbzmdToqKioiMjCQyMpKCggIMw8BqtarFhdRZ6TW4YRi0bdsWp9NJSUmJrsGPIkpciNSCxWJh9OjRtGnThvz8fCIjI8nJycHhcBAaGurr8ERERER8qmfPngwdOpT8/HzCw8PJzc3F4XAQFBTk69CkCTObzRx//PG0b9/ecw2enZ2N0+nUNfhRQokLkVqyWCyMGDGCzp07YxgGxcXFGIahH2QRERERoEuXLhx33HHYbDaCg4PJzc1Vc345YmazmWHDhtGtWzdcLhclJSWUlJQQHBzs69CkEShxIVIHZrOZwYMH07t3b0+/TSUuRERERNzatWvHCSecQEBAANnZ2UpcSL0wmUwce+yx9O/f33MNrsTF0UGJC5E6MplM9OvXj5EjR1JYWEhAQICvQxIRERHxGy1btmT8+PEEBgZiGIavw5FmwmQy0bt3b0aNGkVxcbGKvh4lTIbOIiIiIiIiIiLip9TiQkRERERERET8lhIXIiIiIiIiIuK3lLgQEREREREREb+lxIWIiIiIiIiI+C0lLkRERERERETEbylxISIiIiIiIiJ+S4kLEREREREREfFbSlyIiIiIiIiIiN9S4kJERERERERE/JYSFyIiIiIiIiLit5S4EBERERERERG/pcSFiIiIiIiIiPgtJS5ERERERERExG8pcSEiIiIiIiIifkuJCxERERERERHxW0pciIiIiIiIiIjfUuJCRERERERERPyWEhciIiIiIiIi4reUuBARERERERERv6XExVHGMAxyc3MxDMPXoYiIiIiIiIgclhIXR5m8vDyioqLIy8vzdSh+xTAMJXPKaO6fR3Pcvua0TU19W5pa/E0hXn+O0R9j88eYQHH52/obe72Nsb6GXkdDLb8+lltfsdVlOXVdt6+PvdpqSrE2R0pciIiIiIiIiIjfUuJCpJ64DAOXMrEiIiIiIiL1yurrAESag7VJ6cS+9x7ObZtoP3w4J956M2arDi8REREREZEjpTsrkSOUUlDMzrffxvX1pwDs37CWdRYTw2+71ceRiYiIiIiINH3qKiJyhPblFeP65Tuvabu/+NxH0YiIiIiIiDQvSlyIHKHWwYFQYvea5rLbq5hbREREREREakOJC5Ej1CUqhIC+A7ymtR40yEfRiIiIiIiINC9KXIgcIZPJxClvv0XokGGYIyJpM3IkE95809dhiYiIiIiINAsqzilyhOxOF8uSc7H3G4hhQGGfY8Fi8XVYIiIiIiIizYISFyJHKLPYTuGXn+CY+xEYBgUb17EhIpjhM2/2dWgiIiIiIiJNnrqKiByhsAArzq2bwDDcEwyDrHVrfRuUiIiIiIhIM6HEhUh9cDq8XrocjipmFBERERERkdpQ4kLkCG1Py8HYvctrWsbWbT6KRkREREREpHlR4kLkCO3Pt0Nxkdc0o6jQR9GIiIiIiIg0L0pciBwhq44iERERERGRBqNbLpEj5HT5OgIREREREZHmS4kLkSNk0lEkIiIiIiLSYHTLJXKEAs0mX4cgIiIiIiLSbClxIXKErL4OQEREREREpBlT4kLkCOU6DF+HICIiIiIi0mwpceFHli5dyhlnnEGHDh0wmUx8++23Xu9fccUVmEwmr/+mTp3qm2DFQ2kLERERERGRhqPEhR8pKChg8ODBvPbaa1XOM3XqVJKTkz3/ff75540YoYiIiIiIiEjjUvd8P3Lqqady6qmnVjtPUFAQ7dq1q/EybTYbNpvN8zo3N7fO8UnllP0TERERERFpOLrnamIWL15M27Zt6du3LzfeeCMZGRnVzv/UU08RFRXl+a9z586NFKmIiIiIiIjIkVPiogmZOnUqH330EQsXLuSZZ55hyZIlnHrqqTidzir/5r777iMnJ8fzX2JiYiNGfHSwajRUERERERGRBqOuIk3IBRdc4Pn3wIEDGTRoED179mTx4sWcfPLJlf5NUFAQQUFBjRXiUcmsxIWIiIiIiEiDUYuLJqxHjx60bt2a2NhYX4dyVAuxKv8nIiIiIiLSUJS4aML27dtHRkYG7du393UoRzWb0+XrEERERERERJotPSr2I/n5+V6tJ+Li4li/fj0tW7akZcuWPPLII5xzzjm0a9eO3bt3c88999CrVy+mTJniw6glyKK+IiIiIiIiIg1FLS78yOrVqxk6dChDhw4F4I477mDo0KE89NBDWCwWNm7cyJlnnkmfPn24+uqrGT58OMuWLVMNCx/rEhlacaJJyQwREREREZH6oBYXfmTChAkYhlHl+/Pnz2/EaKSmbC4XtGoNGemeadY2bX0YkYiIiIiISPOhFhciRyi90A4ZGV7THGmpPopGRERERESkeVHiQuQIFTqcQLmWMtW0nBEREREREZGaU+JC5AiFWXUYiYiIiIiINBTdcYkcoU5RoRWLcZp1aImIiIiIiNQH3V2JHKESpwus3nVuTVbVvRUREREREakPSlyIHKE8mwNcLq9phtPpo2hERERERESaFyUuRI5QZJAVAoO8ppmDg30UjYiIiIiISPOixIXIEbKazRAe4TUtMDLSR9GIiIiIiIg0L0pciBwhs8kERYVe0xwFBT6KRkREREREpHlR4kLkCLULD8LcrafXtJb9+vkoGhERERERkeZFiQuRIxRktXDK228SOmQY5ohIWo8cyYQ33vB1WCIiIiIiIs2CxmwUqQctoyKY/unHvg5DRERERESk2VGLCxERERERERHxW0pciIiIiIiIiIjfUuJCRERERERERPxWs69xkZ6eTnp6OiaTidatW9OqVStfhyQiIiIiIiIiNdTsEhcFBQV89dVXfPfddyxfvpz09HSv91u3bs3o0aOZPn06M2bMICwszEeRSnNSVOIkPqcQi8lEt+hQAi1qzCQiIiIicjS68sorazTf+++/38CRNB/NJnGRkZHBU089xVtvvUVxcTGDBg3irLPOokePHrRo0QLDMMjKyiIuLo41a9Zw7bXXMnPmTK6//nr+85//0Lp1a19vgjRRJU4Xi/akUPDlJzi3bWLbsYM5/e5bsQQE+Do0ERERERFpZDk5OV6vCwoKWLRoEWeccYaPImr6TIZhGL4Ooj5ERETQq1cvrr/+es455xzatGlT7fxpaWn873//4+233yY2Npbc3NxGitS3cnNziYqKIicnh8jISF+H4zdKDwOTyVTrvz2QX8zS/76MY+5HYBhgMtH3+hsYPvPm+g6z0RzJ59EUNMfta07b1NS3panF3xTi9ecY/TE2f4wJFJe/rb+x19sY62vodTTU8utjufUVW12WU9d1+/rYqy3DMOoca1xcHIMGDSIvL6+eozp6NJsWF19//TVTpkyp8fxt2rThhhtu4IYbbmD+/PkNGJk0d6EBFpzbNrmTFgCGQdb6db4NSkRERERE/EIzaSvgU82mI35tkhb1+bcikUEBdBwxAkozsCYTMcOH+zYoERERERGRZqLZtLioTnJyMqmpqfTq1UvFOKVBjL3lJrYEB5C2di1thg3jmOuu83VIIiIiIiIizUKzTlx899133HvvvezatQuA33//nYkTJ5Kens7kyZOZNWsW06dP922Q0izsSM9jW0Y+rkIbgbYSX4cjIiIiIiI+smTJEq/XSUlJOJ1OFi9e7FUnY/z48Y0dWpPVbBMXP/zwA2effTajR4/moosu4uGHH/a817p1azp27Mj777+vxIUcsaxiOxvfegvnlx8DkLBhLWEWM0NvmenjyEREREREpLFNnDix0uknn3yy59+GYeByuRorpCav2dS4KO/RRx/lxBNP5M8//+Smm26q8P7o0aNZt04FFOXIHcgvxrn4d69pe3743kfRiIiIiIiIL2VlZR32v+zsbF+H2aQ02xYXmzdv5sUXX6zy/ZiYGFJTUxsxImmuLCYzFOR7TXNqqCMRERERkaPSvHnzajzv5Zdf3oCRNB/NNnERGhpKQUFBle/v2bOHVq1aNWJE0ly1CQ2E8Aiv5EVQZKQPIxIREREREV+5/fbbKSgowOFwYLW6b7lL/112sAjDMJS4qKFm21XkpJNO4sMPP8ThcFR478CBA7zzzjuccsopPoisakuXLuWMM86gQ4cOmEwmvv32W6/3DcPgoYceon379oSEhDBp0iRP4VHxnRYhgbQ79TSvad3PPNNH0YiIiIiIiC+99957DBs2jJUrV2Kz2bDZbKxcuZIhQ4bw/vvvk5mZSWZmJllZWb4OtclotomLJ554gn379jFy5EjeeustTCYT8+fP54EHHmDgwIEYhsGsWbN8HaaXgoICBg8ezGuvvVbp+88++ywvv/wyb775JitXriQsLIwpU6ZQXFzcyJFKeX2uvIrAQUMxRUTQcsQIBlxzja9DEhERERERH7jrrrt46aWXGDFihGfaiBEjeOWVV7j77rt9GFnTZTIMw/B1EA1ly5Yt3Hrrrfzxxx+U3cwJEybw2muv0b9/fx9GVz2TycS8efM8o54YhkGHDh248847ueuuuwDIyckhJiaGDz74gAsuuKDS5ZRm+Erl5ubSuXNncnJyiFR3Bo/S/aPs8EQ1VWB38NMzL+KY+xEYBphMHHPjjQyupChsU3Ekn0dT0By3rzltU1PflqYWf1OI159j9MfY/DEmUFz+tv7GXm9jrK+h19FQy6+P5dZXbHVZTl3X7etjr7YMw6hxrKGhoSxbtozhw4d7TV+3bh1jxoyhqKioIUJs1pptiwuAY445hgULFpCens7KlSv5+++/SUlJYdGiRX6dtKhMXFwcBw4cYNKkSZ5pUVFRjBo1ir///rvKv3vqqaeIiory/Ne5c+fGCPeokmd34Ny2yZ20ADAMUtas9W1QIiIiIiLiEyeeeCIzZ85kx44dnmk7duzgxhtvZPz48T6MrOlq1omLUi1atGDkyJGMGjWKNm3a+DqcOjlw4ADgHg2lrJiYGM97lbnvvvvIycnx/JeYmNigcR6NooKsmPse4zUtZthQH0UjIiIiIiK+9O6772I2m+nfvz8tW7akZcuW9O/fn4CAAN59911fh9ckNdtRRT766KMazXfZZZc1cCS+FRQURFBQkK/DaNby7U4Mp9Nrmt1e4qNoRERERETElzp16sSff/7J6tWr2bZtGwD9+/f3qnkhtdNsExdXXHFFle+V7ZvUVBIX7dq1AyAlJYX27dt7pqekpDBkyBAfRSUA+/OLcf3ynde0PXO/YOQdt/soIhERERER8bURI0YoWVFPmm3iIi4ursI0p9NJfHw8r7/+OgkJCXz44Yc+iKxuunfvTrt27Vi4cKEnUZGbm8vKlSu58cYbfRvcUc7udILNe2QXpwruiIiIiIgclWp6n3n55Zc3cCTNR7NNXHTt2rXS6T169GDixIlMmzaNV199tcqhR30hPz+f2NhYz+u4uDjWr19Py5Yt6dKlC7fddhuPP/44vXv3pnv37jz44IN06NDBM/KI+EavFuHsCg6BgnzPNGtoqA8jEhERERERX7n9du+W1y6Xi9zcXKKjowH3CCU5OTlKXNTCUVGcszKnn346c+fO9XUYXlavXs3QoUMZOtRd2PGOO+5g6NChPPTQQwDcc889zJw5k+uuu46RI0eSn5/Pr7/+SnBwsC/DFoAu3b1eRvXu7aNARERERETElzIzM73+W7duHeHh4Z7XO3fubDLDwPqLZtvi4nB2796NzWbzdRheJkyY4BnPuDImk4lHH32URx99tBGjksPJKCqBjDSvaQXVjPQiIiIiIiJHD8MwvO7zyr+Ww2u2iYulS5dWOj07O5ulS5fy8ssvq4uF1IuwQAuUy5iaTUdtYyYREREREZF61WwTFxMmTKi0+Y1hGFgsFmbMmMErr7zig8ikuYkJCyL85FPI/+xQEZ4eZ57hw4hERERERMRfmM1mIiIivKapq0jtNNvExR9//FFhmslkokWLFnTt2pXIyEgfRCXNVf7YyVAmcdHlzDN9GI2IiIiIiPiLbt26sX//fs/rqKgo3nnnHR9G1PSYDHWuOark5uYSFRVFTk6OkjdllB4Gdcl8Lo5PZ//pE6DsoWQycdHmzfUUXeM7ks+jKWiO29ectqmpb0tTi78pxOvPMfpjbP4YEyguf1t/Y6+3MdbX0OtoqOXXx3LrK7a6LKeu6/b1sVdbhmE0mVibI3XEFzlCOfYS76QFVHwtIiIiIiIiddJsuop079691hkwk8nE7t27GygiOVq0CrJQ4OsgREREREREmqlmk7gYP368mu6IT/RpFUVCYBDYywyvGxzsu4BERERERESakWaTuPjggw98HYIcpdqEBRJ17vnkfPaRZ9oxl1/uw4hERERERESaj2aTuBDxFZPJxNR77mB9ZBiZ69fRbvhwjrnuOl+HJSIiIiIi0iw0+8RFSUkJ27dvJycnB5fLVeH9E0880QdRSXNjCQhg+MybfR2GiIiIiIhIs9NsExcul4v77ruP119/ncLCwirnczqdjRiVNFcHcgpY/fqb2LdspPNxIxn+7xswW5vt4SUiIiIiItJomu2d1ZNPPslzzz3H9ddfz9ixY7n00kt55plniI6O5vXXX8dkMvHss8/6OkxpBgpLnCx7+TVK5n4EhsGu9WsItJgZfNO/fR2aiIiIiEiz9dOqOP6a/QptUuLofsIoznzwLj08bKbMvg6goXzwwQecd955vPHGG0ydOhWA4cOHc+2117Jy5UpMJhOLFi3ycZTSHOTYSnBs3QSG4Z5gGKSsXu3boEREREREmrH9mQUsfv4ljlk/n5jknRR8/TGrXn3d12FJA2m2iYt9+/YxceJEAIKCggAoLi4GIDAwkEsuuYSPP/7YZ/FJ82EYBobD4TXN5XRUMbeIiIiIiBypzHwbMWnxmA6+NgFpa9b6MiRpQM02cdGqVSvy8/MBCA8PJzIykj179njNk5WV5YvQpJlJyiuGuFivadnbt/soGhEREd9yugyWbNnPT2v2kpVv83U4RwXDMEgpsBGXXUhhieq3ydGhT4coirv24WCbZwyg8/EjfRmSNKBm2wFo6NChrFq1yvP6pJNOYvbs2QwdOhSXy8XLL7/M4MGDfRihj51/PgQEwKefwv33w969cOyxcPPNcMMN7nmuvRZKSuCDD9yv33sPnnkGduyAXr3ggQfgiivc7116KYSGwltvuV+//rr73xs2QOfO8NxzcMEF7vfOOw/at4eXXnK//u9/4fPP4Z9/oG1b99/961/u9846C/r2hdJ6JE8/DT/9BMuWQWQkfPIJnH02OBwwZQocdxw89ph73ocfhr/+gt9/h6Ag+OoruOgiyM+H8ePhlFPg//7PPe9//gObN8OPP7pff/89XHklZGTA6NFw7rlw553u9+64AxIS4OuvAch9+hVG7tlNSEkJWcHB7G7RghHbtsGZZ8K//w05Oe7PGeDjj2HWLNizB/r3dy/r2mvd71111aHPGeCdd+DFF2HbNujRAx55xP05A1x8MURFuT9ngFdfhTlzYN066NjR/Zmed577vXPPhS5d3MsCeOEFd+x//w2tWsH777tjBTj9dPd+8PTT7tdPPAG//QZLlkB4OHz2GcyYATYbTJ4MJ5zg/pwBHnzQ/R3Onw9WK3zzDVxyCeTmwrhx5E08hbzb7sCEiehHHiAkbjd89537b+fNg+uvh9RU93d44YVw++3u9269FZKT4csv3a+/+ALuvhsSE2HwYLj+elw33sielFzmjzqNQa1DGLdmgXveDz6Axx+H2Fj3fnTvvYc+5yuucB8D77zjfv3mm+7PcfNm6NoVnnzS/TmDO55WrdzvA7z8Mnz0Eaxe7d6XX30VzjnH/d6//gU9e8Lzz7tfP/usezv/+gtatIAPP4Tp08HlgtNOg6FD3Z8zwKOPwuLFsGgRhITA3LnuY7WoCCZOhAkT4KGH3PP+3/+5v++ffwaz2f0ZXnEFZGW5v5ezzoJ77nHPe9ddsHu3ex6A//3PfawnJ8OIEXDZZXDLLe73br7Zvd9//rn7tc4R7nmP4BzBl1+69+ekJPf3ffXV7s8RdI4oc45g2jT35wzufXfHjkPniG++ce93dTxH8O+DNYeuvx4KC92fMxxd54hvv4XLL2+Uc8Se6RcSmFvMyuFT2B5o4pbUNQRYzO598Nln/e8ccc45vj1HzJ3rnlbmHGHcdBMFJU5yr76Wdo5izKWfdxXniHy7gz1nnAtAyDdzCQwJxDrnXf87R3z6acOcI47wOqLG54h77nGfw6F+zxGvvOL+nKFpniMuvdT9OUOjXkcEvvUW96ZsYW9wBOu6dmXyrq1E/fqre99uqOuIm25CfMNkGKUd85uX77//ng8++IDPP/+coKAgtm7dyoknnkhWVhaGYdCiRQt++uknjj/+eF+H2qhyc3OJiooiJyeHyMhIX4fjN0oPA5PJdJg5K9qQks2WiSdUmH7Rli1HHJevHMnnUZliu4Mb3lrGgZxCMKB7TASvXjMWi7l+Gn3d9eHfbErI9Ly+aGwvLj+pb5Xz1/f2+YPmtE1NfVuaWvz+Hm+Rw0lxiZPIIGu9nTPqkz9+fr6Mqdju4Kxn5ntNu/PMQZwyuLNfflbg+++w/PqdTic/xKbiOvh+gBnO6N2+2mV8v+sADtehS/r+rcLp3zqiVuttaI2xvoZeR0Mtvz6WW1+x1WU5dV23r4+92jIMo8nE2hw12xYXZ555JmeWZn+BAQMGsHv3bhYvXozFYmHMmDG0bNnShxFKc9EhPIQtVqs7E3uQKSDAhxH5nx37c0jOPjQs8Z6UPBLS8ukeUz/Js237vLt9Ldm6v9rEhYg0DXuzC1iTkguGgdVk4uTubQgLbLaXLs1CgNVMcICF4jLdFaJDg3wYUdOzNSPfk7QAKHFBYk4hnaNCa7wMV/N8LnnUcjhdbIjPwGQyMbhbKyxm3TyXVWx3X4MH6/ehWWu2325lGbGoqCjOOussH0UkTUGJ04XZZKrVD0K2zQ7RLSE91TMtqFWrhgivyYoIrpjIiQipv+RO2adMAC5X9RdsJU4XG1JzyLI5iAkNYmDbSMzKoPvUip0pvPbrFhxOF1dO7MPkQZ19HZIcAZdhkJRXTInLRcfwYIKsljotZ11qruffDsNgxf4sTu7Wpr7ClAZgMZu57+yhPPvteorsDk4f0ZWRvfSdNbTD/e5J0+V0GTzw+SrWxaUDMKp3Wx45f4Se/B/0+ZIdrHvjDdqmxdNh5AguePw/Gg61mWq232rHjh2ZMWMG559/PmPGjPF1OOLnDMNg+b5MUotKABjUJoJeLcNr9Lc5xQ7IyfaaZsvMrHzmo1S+raTCtJzCElpHhjTI+pKzi6p9f1NqLvtyizFMJvLthQRZzfRrVX2T2oZU7HCSmFuExWSiS1Qo1qPsSUpukZ1Hv1qN8+Ajxhe+38SAji3p1Lpmx2BjKHa4iMsuIMRqoVt0zZ96Hq1WJWe7CxcD29PzObl7G4IsdejmUe5eTEUHm4bj+8Twv7tPwWUYte7eU1TioMjhIjrIitkPuwY1hgGtwtmdVejVVeRwrS1MJryOFzW4aD52JWd7khYAK3elEp+aV2+tVpuy/ZkFrH39DYZs/h0TYPywi7/bRHDCnbf6OjRpAM02cTF+/Hjee+89Xn31VTp27Mh5553Heeedx3HHHefr0OQIGIbBbxv2sScll6HdW3N8n5h6WW5cdiGphfaDv/ywMS2PblGhWGtwod0iOIAKV9dlJOcXsz0jn0CzicExUYT7STM2h8vF2gM5FJQ46R4VQrfosAZbV+uIYMpeU5lNJlpF+K7pcI7N4fWN5dp8N3xtidPFH3vTKXK4L1ET84o4sXOro+pJSlpOsSdpUSohLa/KxIXDZbAjI5+CEgedIkLoEBHcoPEVljiYvyfNs8/E5xQwoaueIFfF7nR5khYAxU4XKQU2utQhUdk1KpS4nEPdzDqE1/937XQZ5BXZiQwNbFYtrwzDoNDuIDTQ6pPziclkwlLL9W5KzWVXVgEAAWYTU7q3JdBat+SF02VQ6HASarU0uWb1FouFM3q1JTa7CIsJukcd/tgpfxXiD5ucmlPE+vh0OrYM45jO6p5dlaS8IpJyiwgNsNKvdUSFhxfBARWvG+u7S4TTZbApNZf0IjutQwI4tk0kVkvVO1FabhFv/76N9Nxipg3vwskDO9ZrPDVVYHNUGA41c/06n8QiDc8/7qAawOeff05RURE//vgjc+fO5Y033uC///0v3bp14/zzz+e8885jyJAhvg5Taundhdv4+u84AL79J57//GsIJx175CfL3EpaBBQ7XISXSVykF9rYn19MeKCV7lGhngvBIqcTrAHuqsgHlda4yCku4e+kQ/UX/tibzum9YrwuIoscTnJtDqKCrATXsTl1XSyMS6Pg4M1yVnEJJpOJrrXoP1sbVosZk+nQEyCrxURAHS9G60NMeBDZZb7zmDDfJVHSCm2epAVARlEJhQ4nYZVcqDRXWQUVW8gY1Vx0rzlw6Gn+vrxixnZqSdsG/A7XJed43RRkFjtwuFxYq3kavGpXKi/8uJEim4PzT+jFxSf2brD4/I3VbMJiAmeZD61OrS2Aoe2iCAuwkJxfRJuQIPq1qd+WUUkZBdz7yQrScovp1CqMZy45nuISBwU2B73aRR5RMVCHy8W+vGJMQMeIkEZtSZVdYGPmnL9Iyy0mNMjCy1eNpbMftWCqjMvl8iQtAEpcBmtSshjdsfZdL3NtJSxLzMTmdBFkMXNil1ZE1OFGb/eBHDLzbRzbpSUhjfzQwWKx0LdVzb+z8AAzufZDvyVRlXTRbEwJ6fncMudPiuzuVlLXnzKAfx3XrdHW7zIMNidkYne4GNytlXtUGz90IL+YlfuzKSlxcCCjgN0twzlrYCevebq1jeCc47vzvxXu69+LxvWifYv6vV7bkpbLnoNJ4lxbCRYTDIyJrnL+WV+sJi41D5dhsHVfFjGRwRzbtX67SRfaHOQU2omJDqkyqdwjJpKiTj0wUnZ5HpB1HjGsXuMQ/9Gsr4xDQkKYMWMGM2bMoKCggO+//565c+fy3//+l2eeeYbevXuzfft2X4cptfDtyniv1+/8vq1eEhflEwYmICzQPc3pcrEgLp0Cx6Emynk2B4NjogCwmkyelhqevzeZmL87xZMYKFXiMigocXpaXWQU2lm2LwOXARaTiXGdW9IyJPCIt6cmyse2MzO/wRIXiRn5lO1+a3e4SMspJqytby6syl++VPNQocFlF1dMmjlcrkrmbL6Wbj1QYZqjzPFW5HCy/kAO+SVOOkeGkFpg87xnwp38acjERWqRvcK0YoeD8MDKj1W7w8nj36zFXuLCAD5aspPB3VpxbJem/8QxOb+YXZkFWM0mBraJJCKo4mWE2WRiZPsWrD6QjcNl0KtFKG1D63ZeS8orYkt6HoZh4DIM+hoRUI/H6zsLtpFxMAm2P7OQh79cxa5kd12NYzu34KlLRhFYh4TyxuRMYnMP7adrDuQAEGQxMbV7GyyW+k9Suz8jsJhNPPb1WtJy3dtVaHNy90cr+OKOSfW+zursScklr6iE/p2ia/QZOp0VuwGlF1Q8P9bE1vQ8bAebcdmcLral53Fchxa1WsaXy3czZ6H7GrFddAivXD2WyDrux42hbNIC3MdqxwjvlhpphTZWJ2djdxr0ahFG/1ZhDdYa5/cN+7CVHIrp67/3NGri4vnvNrBwUxIAAzpF8+xlo/0yeZFWaMdud/DNgh3k5LvPGQXZRVw0zjvZfd3kAcwY3ROTCaIb4PcuMc/7AcK+vGIGVtGo2WUY7EnJ9Uro7zyQU6+Ji1d/2cQPqxM8r+fedhLRERWvUVOyCwhN2Ok1LXHFSoaop0iz5H9HcAMJCwvjwgsv5JNPPuG5554jPDycXbt2+TosqaXyRRhzCiveUNSFrVw79QDzoaGZNqXmeiUtABJzi0jMLWJfbhHpRXYo9j7hOwuLKiQGSpVtaLA9I89zQ+80DHZm5h/hltRdicugwO5gzYFsViZlet0cHqle7aIIC7JiNh3qJlLfTwtqY1uG9+e8Jjmn3pZtGAbxOYWsT8nxai5flfySit1Uiuy+67pSW/PXJ/LgF6t46/etdY47vJIng2bToQPln6Qskgts5NkdbE3PI9hq8dy7GjT8k8VKO4JVk1sqtDmwHUxalErPPfy+cDh2h9NTOb3S9dod3PfpSi57eRFv/Vb/wzHn2kpYkZRFepGdAwU2liVmVDlygcXkzi+YADOmOt8crdqf7fkcs4odbE7LrXb+2iqwlXjOwS7D8CQtADYnZvHPrtQq/rJqyTkFXkmLsmxOgz/LtMKrL8n5xczbeYDvdh1gRWIauw94f07ZBTYMw2B9XDpfLd/NPR+v4OEvV5Odf+T7ZWXeXbCNG99exj0fr+CGt5ZWu9+WqqyeRaC1bvuN0yj/unYFHwzD4OMlh26GDmQX8ceW/XWKpSpJGfnc+/EK7v14BUkN8Ntf/vfHMAxWJGVR5HDhNAx2ZOa7u8g2kPDgAAxKh7o8fEHufblFLIxPY2lCRqUJ/VKFJU725hSSUU3sqTlFnqQFwNZ92Wza65+1x6KDA9idmO1JWgB8unQXzkqKrbYID2qQpAVUvL62l++/WYbZZOKYLi0wlznP13dXoLJJC4CLX15c6XyLNu2nTUaiV1eR3K31//sn/qFZt7goVVhYyPfff8+XX37Jr7/+is1mo2fPntxyyy2+Ds1v7M8swOky6NSA2feGUHqidboM1u5Jw+kyGN6zTa2z6tFlbnxMQJuwQ/2okyq5sCtxGaxKzj40ofxFkVH1Cd9U5nFhfrmLubxGuGEt/dEvV8eLYoeLBfHpuAyD1KwCnvp0FfYSJz3bRfLiFSfUup/x3L9i+d+KOKJCA7nzzMHcfOoxvPX7NiwmE/dMH0JQQON1izmc0rTU/vxiNh8cxWBg20ja16E//Y7MfLam52MC9mQXMrJ9NJ2r6dtfUsnFQUkTqQ6/bFsyL/6wEYDVsZCRV8z9Z1ffRLO4xElBcQktw4M855qLx/Xim5VxnsPIZII+HaM9f5NZ7iI2IsBMZFAwBXYHnSND6NgAdQ/KsnBoHzmk6uMhKjSQET3bsHp3GgARwVb6d676ae/iLfv5cfVeWoQHce2k/rStpD/7D6v38sb8LThdBueN6cnVJ/erMM+/31rqKUz7zcp4wMT1pwyofuNqIbdcbZhipwub00VIuafpLsPgrzI35zuzCmgVEkj7g7VInC6DXVn55NuddAgPrrZGSfmjIyG3kPbBgfy2PpGgQAvThnUltJJWHzV19qgebErIxDDcyRaXUV3FoppZk1J9ciWvnmvqGIbh1SVxf6GD6LBADpQpUhwaZOW/P25i/vpEr79dH5fON3efUq9FMG0lDr76e4/ndVJmIT+s3suMMT2r/TuLxUJ0kJXsMp/P6I6HbyVR4nThcBkEW82ec0rflmGkFdpwGe5aD31qWGy7LKvZRNlb4/K/gXaHk7d/38bGvRkc26Ul108eUOPftfScQq56fYnn9TWvL+WruyYREVJ/N6Xlf0acRsXfloYsdnvWyK6s3p3Kxr2ZRIYEcvvpAwHYnVVAXE4RwVYzQ2KiiAi0kmMr4Z8y11R/7svktJ5tK3QPyLM5+GNvOo6DPxaD2kbSq4W7PtemtByScosJtVroXck5NCjgyPbxYruD5TtSCDCbGNU3BieQXmgnPNB6sNbZ4TlcBom5RTgNg84RIQRZzXSKCKZrtHe8LsMgJbuQDi0brvZYecFWMwVlWsiEHqaV1KzzRvDp0l1k5NmYMqQTfTtEN2h85RMrpdpGBZNcblpD3Me4DKNZ1UBqqppt4qK4uJiffvqJuXPn8vPPP1NYWEi3bt245ZZbOP/88xk6dKivQ/QLhmHwxvwtfLdqLwAnD+zI3WcNprjEyfer4skvdnDK4E6H7RtrGO68evmDOjmrkGfmrSMps4AJx3TghinH1HuRLMMwePSr1azY6X4ydkznFjx76fE1KqwJ7iz/+oPNeE1AsMXMMWX6lTrLP7qhkgvbVm28hkMNadeuyovfYrud/Xkugqxmisu1yihq4Ir5NoeLRXvTKXG6Ko2v9KnUz0tiKT7YL3VXci7Pf7ee+89x35DuPpDLL+sSCA8OYMIxHUjMyKdrmwi6lNlH1sWl896iHYB7xIgHPl9JXtGhi9H7Pl7Jd/dNIfDgcFXZBTaSMgvo1jaCsCDfdB8pcjhZmZTl+VxWJGVxas+2tao7UljiYGu6+8lZ6XKS84urTVykFFZ8spSYk0/nqPq/YNm0N4M/tx+gfYtQTh/etcbHSFW2JGZhMZtwutxN1DfGV/9Ea1VsKo99tQabw8Wgri15/MLjCAqwEBYcyOwrT+Cd37fidBlcemJvr5v38vtqfomTSd0bb8jhyo5Ku70IgiPItzvIsZXQIjiA0IN1SUwmEw/NGMY7C7bz45q95BU7uP7NJUSFBjKgUwvu/deh359t+7J46ht3ITGzyURCWh5v3TAewzDYlJBJflEJPdtF8tqvmz2JnS+X72Zs/3YVLhTLj6azcFNShcRFkd1BUkYB7VuG1vpYaxEc4JXwDLWaCS63D+3MzGdzWl6Fv43NzvckLtan5LA3twgTkJBbxJiOLWhXw+RTXpGDm9/9k7wiOwawYMM+RvZuS9vIEE4b1qXW+/TovjG8evVYNiVkMLxHG5bvSOH9P9znrkFdWzKqlgWgnU4n9sNkPpyGwaL4dPLsDtqHBzG8XfQR/S7m2yueQ04+oRtf/LzN0/LgltOO4al5GyrMV2R3sjM5h341SBDUVG5hxdYmCzclHTZxAe7CyV6vi0uIDKq6e8am1Bx2ZR0q3jq+SytahQTSOjSIU7q3JaPITlSQlchy+3qxw4kJqhym12QyERYcQKH90NHfqZV3K8FPluzixzV7MQx3PYeQQCvXTurved9W4uTX9YkU2hycPLCj1znt9g/+9lqWAfywOp6LxvWtcltrq/xuaDWb6BAexP6DT/YDzCbaNcDT+7xiO18v34PLMLht2kCiw4IIDrRiMZtIyS9mY2oumEzk2+HvfZmM7dyKlHzvfcZeSVI0s8jOjsx8r9YzOzPy6dUijO0ZeezKdO8HhSVOCkscXDWxH+8tcnf1mTKkMwM61X0ftzuc3PHB3+w+mJQcM6AdQwZ28BxfQ2Oi6H6Y0aYMw+DPfRlkHhy9LjazgEndW2M1mznvuO78veUAsQevRQ3gvk//4f2bJzTazfLI9i1YmpjhSfYNryYREZeSy/er9xJoNXPjlAG0igjGKPcAzzAMsm0OrGYTYQEW4rILD57zgutcV+yi2QuYeepABnVtSV5xCTFRIXRtE8me4HACCrMPzRhV8+96S2Imny6LxWI2cdn4PvRuH+X1flpuEbPmrmbPgVwGdG7BrBnDifJhXbSjXbNNXLRp04bCwkI6dOjAddddx/nnn8+oUaN8HZZfmb8+kVd/2YTdcehks3BTEmeM6Mq7C7axOdH9BOer5buZOrQzM087ttJCZb+sS+Dt37dhK3Fy1shuXDe5vyfb+cy369ixPweXYfD96r10axvBtOFd63U7EjMKPEkLcN9MbU/KrlF/cpfL5ZXlN4Aip4vf4tM5q1dbdz/k8k0TKmE68WSMbz73vO506mkkVjHvosTsKhdXSY6kUoZh4DAMrKbaNcFOL7JV2/wP3JtrK5dA2XWwK0VKdiG3f7CcEocLl2Hw+Z+xnnnu/dcQJh6sN5Jc5kLSMPBKWoD7Kepf2w5w0sBO/LE5gafnbfK8996/J9CxVeM9ZShVWOL0+l6Mg9PKJi5SC2wcKLAREWilW1RIhc++tB97WXUZReZAkfd3ZBiG17r25xWzYv+hJ6wdwoIYdZgbjy2Jmdz98QpMmHAZBvGpedx2+qBax1ZWv47RzFvp/tTMJhhQTasCgP/+sBH7wWTdxr2ZzF+fyJkju3mW9cRFx+E0DEIP85nl2Y88wZdWaCOruIRWIYG0qkNdGRdWUgpsLN+XeTBpC+M6t/IsK9BqYX18hufcUWR3UmQv4kB2EXtScnnrhvEA7CzTTcllGMSn5eNwunjr9618fzCh3C46pEKjrtwC97Ngu8PJnIXbWbgxifIiyj0FTEjL466PVpBTaMdkgs6tw7nttIGH/d5KmUzep0JHuaCyiksqTVoAmMrMeuBgNzQD9/kmtdBOicsgNss93OyI9lFVFj7dn5bn1UUwPi2fhHR3DZ3tSdncM31IjbalVEJaHg98sYqsfBvtouN57rLRnDigPYU2B91jImuVUHA6nfyw+/BdS1wG5NhKMHD3I48OLqhRiwCn08kvcWnYnQYmYEKXVrQICay06Oe2PZlevyfz/tlb5XLb1WDEitooKK54fDoPU7cn11ZCRkFRhd/GVQdyq0ziOp1Or6QFwJKEDP7Vpx0mk4ndWQWeYp8D20TQu2W4p7tE8sF9sEtkCCPaR1dYtmEYnhohpd76bTuvXjPW8zr2QK7nuDQMiC1zLBuGwYOfr2LD3gzMJvhmxR7euXG8p5l/RiVdx1pHNMzw4GUd16EFe3OKsDtddIoMrtBa6kil5xZz1et/eGpbzFsZz1vXn0jHg+ei3DKtSg3cSehf9xw6Zkr35PBAq1dSdEdGPlvSK55bSvf9uDJFXQEKHS7OP6EnU4d2xuF00eoIR57aui/Lk7To1jGKTp2jvY6vrel5h01cFJQ4PUkLd4xO0ovstAsLdtf9yvW+bjqQXciT/1tLREggF47tVWlLvPrUMiSQKT3akF5YQqsQKyHWyn+HM/KKuf2D5Z7v+J9dqbz77/FeCRaXYbB8X6anK1LZllR7sgs5oVPLOiUvMvJsPPb1Gky4W2AM7NKSG6cMIK5NHwbt/cdzub6vXY8aLS8zv5j/fLISu8OFCdiSkMknt57s1Yrvnd+3EZeSh4H7QcMny3Zx09Rjax271I9mm7i44oorOP/88xk7duzhZ25CHn74YR555BGvaX379q11kdEVOw7w4q+V1/jIK7Z7khbgPgn8si6Rrm0i+Neo7mzdl8UL320gu8BGl9ZhbE069GP9zco4hvVozchebQF3sbPSPtBmk8nrhrYmShxO/t6ZSlGxndH92lc6j9VU8W7fZK46A2AYBgs2JrEpIYM+HVtAWOVPHTem5TG0XXSNkglGrPfnn7ZpE5x+YeXzVrOcmjwrzC4uYfm+TIqdLloGB3BCp5Y17hoTWoORKtqHB9E2OpSUMt/V/qxCtiRmkpxVWCGpUWr2Dxs9iYthPVoTaDV7blIrsz/L/XS4bNIC4Oo3FvPrA9MOG+eRKJ+LMgFRQVZCrGavET7SCmyeYqkpBTb+2pfp+duCEgfHtvEeQ718rRSAvnVoogzuC/nCEidrDuRgc7roGhnCsHZRlDhdXkkLgP0FNg7kFdGumgvflTtTPUkLgD+3HfBKXBTaHJQ4XUSVKT63Li6dv7YfoF10KGcd163CfjZ+QHvyiuws23aAzq3CuGpixe4LZRWVSQ6ZTHiqzYP73PHO71txGXDemB7VLutIm/In5BSyukyS6fiOLaodZjPMCgXlWve3jAjmr4NJC3DfjMYe7BJRqqpb3vi0Q/3Zjyn3FLB3+0hKnC5P0gLwavLvWfbB894nS3bx7T/xFd8H7j/Xu2XhF3/t9tz0GwYkpOVzx4d/YzbBZeN7c87oXuTbS8goLiE6OIA2oYcuLA3D4Lc9aV7LszsNsovttDjYvL3IUXVCqWyLiuigAFILbRi4v0uny+XpepdFCb/H2Tm1Z+UtHSIrudgtbUG8dGtyrRMXby/YRvbBp70p2UV8vGQnd545uFbLKJWYV1yheX5lys9S2ahWhmFQ7HARYDF7bs5+j0/HfvAHyQD+SMjg7L7tCQkIwGqCMs8g2FmuP//OpOwK6zABl47vQ3SZ78bucPLstxv4e8cBOrQM48EZw71a01W5TYZBgc1BSKCFzq0rJhqiQgIpdjhZvT+LHJuDduHBDImJwmI2sSUtjx11qPFgr+LnxeZ0UeTwHqFkU1oe2cUldI0M8SQtwN3ip1d0aIU6OZU9ECj/RHlErzas2ZOG+WAXoxG9Dg2RnFNoZ8PeDMD9Xm5RCevjM5hwTAeg8lZcjTGcpNlk8rrBLr9NpRxOFzv2ZxMSaKVHTGSl85RVaHfw/T/xLNqU5FWQs8Tp4s/tyZx/Qi8AIg+TlG4TFkhkYAB9Wnp3W95WSdICIPDgb1JxFRdqUaGBuAyDjLxiIkMDD3utlJpTxO8b9hEUYOG0YV08N7ClSeCBfdoyZnDF7+lwD4RKYy1/7RFisZBVZOfzv2LJqaT15V/bDwAm1u5J46WrTuDP7QcIsJgZ2asN2/dl0zIi6IhbSxXYS4jNLMRhGOzPL6bEZRBognFdWhEVXDGpvyMp2+u3e39WIV/86W4FWHquSC20edVPyS7Xkio2M7/OrS7K1v7YlJDJ41+u5OS9/3jN03Hz3+X/rFJxB3I816kG7qFVk7MK6NnuUKuL9Lxiz3WTYUBWfv3Vf5Paa7aJi1deecXrdUFBAS+88AKXXXYZ3bp1801Q9eSYY45hwYIFntfWKrKi1Xnm2w1Ygytmhy1mGNq9NRHBAeSV6VduNrmbQj78xSr+LlOsrGzSolTZ5MT4Ae34/mCBHZdhMLpvzZvdZuQVcfHsRYdO8j9trnS+T5bGVpj2xbLdPHZh5U3Jf1qbwCs/b8YEzF+/j2vPHepOGJS/TjG8/lctU7muF85KCi7WRE1Gt1ifkuO5Qc4sLmF9ag4dwoNpGxZEwGH6KbcIDmBQ20i2Z+RX+UObY3Nw+oRezJm30Wv6l3/tJqCaAMsmKdpFh3LVxH68+dvWKucfXkVT/1rWUKuT8qswAKvZzPEdovkj4dAF/5aMfFoEB9A2PJjk/GKvi459ucUVEhftQwPJLfMD3TokoMontiVOF/urKYy3ID7d6/Xe3CLahgVVOaTiP8k5nBYaRIDVQkZeMSk5RfRoG+EZ671T6zCvQooBVjO5hXYiQwP5YXU8r/+6FZdhcNqwztxy2kA27c3kP5+s9MyfkJ7PTVOPwTAMggOtOF0GJU4XZ4zoxhkjulW5HWWdc3x3Pl7iTphGhQZ6LtQz8op5q8y+8uPaRHp1b0XriGB61zHxU534HO9EQEJOYbWJC5dRsdmVrcRJYbF3cTi700V6oZ3UgmKigwO4ZlI/HvlyTYUia2W/weiwQM+ND7hHhLCYTVjNpir79MKhxN+O/dmVvm8Au5Nz6Blz6ALMUcUxHxkehLlFCD/uTvGaPqxdFN0OjjSUVVxSaT3S2ORMRvZwJ5WDqzk/lK3lMrx9FBtSc8mzOegUGcyudO+b1qJqEp6tW4Ry09Rj+HTZLgzD8Fzsm03Qrg4Ff+NS8zzfrMGh1mXl7difzas/b8bpMrj+lP4M7ta6wjx1HbGgfPcIh8vFn/syySwqwYR7SNhuUaEUVvO5mMuONw3kl7sJcoGnWxdAWJCVK0/qw7x/9rIhPoNHLhhJSKCF71bF8+e2ZPdTy4wCXvxhA7OvPKHa+G0lTh78YhUb4jMIDbJy+xkVW3Ll2xysT8klrdDdxWdvbhFZxXZaBgcQX8fCtS5n5QUcTZgqHZkpMa+40uRyfomz0gK/oYEWr64i5472for7r+O6EWQ1syUxi/6dWjBteJdDfxtkJSTQQrH9ULL2cE/My9cZWbo3nfSD12Hdo0IY2i662r+vL3aHk3s/XsnWfe4E+b+O68bI3m1pFxVaaWvI7PxiLpy9sMqk3arYNEwmE/8a1Z3YzILKZzqoZ3RYpbWlqjoTFhx8kGI2Vd5iNbvAxn8+WUlcah6BVjPHdm7J5MGdmFhJkuifXSk89MVqz7qWbk1m9lVjMJtMdGoVTlCAmaH9K7+GLf2bzCI7K/dnUeIy6BEdyjGtIzwJmECLmZHto1mX4m6FPKB1BPklTlbuz2JjQmaly3V/pgYHsou4Zc5fpBz87bJaTDgObvDlE/pUGIGkpopKnPwWl17h87W7DLan5zOqU8WWy5V1Hf9oyU4+WrKTC8f24IITDh9LVnEJTpdBrt1BycHRhFqFBNWpy9yBnBJPgVCo+oFBZV7+ueJ9xbf/xHHnmUM8r08b2pktBx/mGsDInhXP/dJ4mm3iorz8/HweeeQRxo4d2+QTF1arlXbt2tVoXpvNhs12KDuYm1t90TCnC1Kzi+nZLoL1B/urm3CfPLu1DuHntQnV/j3gdXO0vdxTnn3p+TWuPHzH+3/XKGlgr2QItaou0AFPlXgDMJtNmM2mSu+WB9bgKUMpI9W7NFBe0j7q0jDRbrgvWjem5pJZZMdiNhMeYKFrVKhnuEd7uSRJYm4xiQcv/M7oFXPYi+eYsED25ZrJrOIzKihxkp5T8QlvRn4xielVPxUrX5RsVO+2vLNgGy6XUen3uCkhk371XIW6rHW79zO0p/vpVmJ6Pr9t2EdYkNXTNaEycVkVt29Tei4nhwcTHmA91FoAiCj35Ci90M6Oci2Kqiq2WuJy1xopqGVNk6ISB/vzKn434O43/3dSFtYiB4//by1Ol0GbyGBmX3kCrSODmTSoE0u3JrMq1v3UPCvfxoNfrOKJi47j9V+3eC46f16byPgBHXj5F++WMAs27uP3DftwGQYTj+3AythUCoodjO3XjvvOHlptbYFf1yXw9u9bvW4C2kaFkJJdSFRYgKeeCrgTKhedNoAMu4OMzAJ2V9FKq9DuYGliBkUOF5FBVsZ3aUWuzYHN6aJNaGCVXQ3cjGpeuR3ILya10E50kJWiSq6IU/OLKCh3CKUV2kkrzPCcT5ISsiqtDG8AL/20iQPZheQV2b0u+Lcn5eB0Gdx6+kBm/7gJp8tgVK82rIz1bu1QOirP0O6t3V1SKvHCD5s4Zcihm6mOVRR6O3Vcz0q/v50ZBbQJCSQs0FplP+vEEhh58N/FjqrP2OllhpQNtloYVWZoyq3VnFcq06dDNMO6tyYowILFbGbZtmTaRAZz91lDarUcgJBy562w4EPH9Zo9aexIyiYmOpjnvt3o2U/u/Xgln9w6kdblatd0jAjBRNVdAatS/ucnPrvI06TcANYeyCGqmnokqQU27DVo6lF2XyywOXj1V3eyMCmzgItnL+Cbe6aQnluM2WTCeXD42djkHKY89hMALcODGNW7LacP70qv9lEkpOfz944UYpNz2HBwHyy0OXj5h/UV1t06Mog8u3dx11y7k9wadPuavyeVdmGBDI6J9pq+O6fyc0OAxUSrkECigwLILteapbS2RWkcZhNVPvktLBfbr+sTvYZfN5lMnDasCynZRby3aDvzVsZx77+G0LeDe/jXh2aM4MUfNlBkd3DBCb1qVWNh/YFsT9ICIC6niO5RIUTXY/HOqqzeneZJWgDM+yeeef/EYwLuOmswkwZ18pr/hR82VtvSaEtiFpsTMknKKKD/gKofXkUFWci3O9ibU0jnyBCvc05Viy8dZrl1SCApB5/wO10G+9PyWGW1si4ug70Hu6/ZHS7WxqWzNi6dAIuZcQO8W/E+/OUar/Xs2J9NWk4RSZmFfLJkB7YSF0HVtBgxDINliRmeBMrOzAKig6x0ijyUUO0UGUKnMueN+XsOXY8eTkqZ6zJHmd+kT5fu4sKxvVi8ZT8J6XmcOqQLbQ/TbQXc1yHxOYVVd112VX5sVjdc++d/7mHJlgO8feOJtA0NrHLUGrvLYEF8mvsa6OAJMDIogPFdWxFgNlf6u1mVsb2jazxveamVJE1zyg3B/Hu5bpgv/riZKUO71nmdcmSOmsQFVN0krqnZtWsXHTp0IDg4mNGjR/PUU0/RpUuXSud96qmnKnQtAdj1ex9a9XIfnFnxLWnVKw1HcQA5+6KZHreRouwQ8g/0J+bYZPIORNI3sgsb2mWx9+9uFGeH0GlEAqnbY7DnB9Hl+Hj2r++Eo9hKt7F7+N+7bVj6BTz0EPzwXkegIz0m7GLP4t7cu9TCqK/g0UchKAhuvRWefRaiouDyy+HllyEmBs4802DJF90Iji6iRbdMktd3JLR1ARHtcknZ3J7wdrmERBeRtj2GC7t1IX3XGjJi29CimzvZkn1gEB9YC1i2MZOk2HBuvSaC1GQrGzaApXNLElcFU5geRvshSfz4YShp+81MPr+QVQtDyE43M+3SQu54rwRrSRDHnG3mp4/CKLHDeTfl8+Vr7mxz2X+feaCIeWn3YDXZmdrqE37cdAWRr4YzYXoRP30cSnRrFyNPLmbZ/8KJiCnhmJF2Fn8bQsfuTrr1K+GvX4Lp1s9Bmw5OvnnRTkw/g9AIC+v/DOKY4+xAAbnbrZw1zcKOpEh+X+pg5EQbafstxG+3csKpxcRvD+Cj+EIevjWcJUtg7164+hqDz752kJVu5q7bTMx+005cqoPp17j46aOIKrcpLslB25FW9izujdnqosvx8cRvGciu9FRiBu0jYUU3AsNttO2Xwr7VXQiOLmLA4CJuv90grE0B3XrZefdDO/lBHTzfU1SnbKzBJZ7vaVVgGH//D9LTW3v2vTb9UijKDuGOO+C88+Cf1U42bnFywzVW/vrTzN69cN118N13kJICMcNieec9F47i/nQbu4eEFd1wOcz0mLCLK6530j0mF6Pvajb82g0IpMeEXTzyQCD9+0Qz7bJCvn03nLAIgwnTi7jhFQcFwQGMPNnJ73NDadPRyTEj7Sz7LoTY42HgoFC++cBK257FdOsGfyyPYN9oMAXb+eEXg77Disl3BLHln0CGjLVRmGdm14YAwq5wfxdr1rk4ZmIemzeaSNsbwMhpJrasCiUtyXJw3wv27HuLvw2hIM/E9GsKPPveBTfn8+KrISTlmSr9zgICDaZdVsALD9qxm3rRYcg+/vy1OzduzuWxO4N55XUXC2PDaNHN5jmeshJzuXMNJCZ39PqevvzWzqKvunqOp/LniMy4FIqyY8g/EEl2YjLLfo4nqLgVD98dwZ/LvL+nnXE2doXGsn99D885ImFFN3Y4zGzZvYo9i3vTOjKYyGHu/a1d6zCKJ7kObpOJaZcVeH1PpcdTxinZfP9ZmOd7euWRQtp1cx9PK+YHc8a4UHp2N/PNty6OGeqgXWsLSxZaOG6Mk23pVtauCPZ8T/u2BJN6rp3d8bBzi5mpZzn49S8b++MsjJ9eUOn3lHppIYu/Da/wPZV+H3v2ZRNz3D72LHYX6ys9B5YeT/99IgxrcBAdhuwjYUV/r+PpxQAn06Z2pmdqR3r0dDKkA3z0SqLXeW9Dp2gyd8Oi77qSV5hHkd1Z4Xtq0y+F1960s3tnIOedBx9/YCV2V3/aD0kiK76l51y+4LOW5GSYmXZpkde+98lHIbxiL+bCmwv43xsR2J0RFfa9r14L539hhUy8MI/v54QRGhHO+LO8z3u/zw2ld3czEWfBRx9B374weDB8+aX7/wmmQP5ZFESfwSWERrhY/2cQ+04qoGt0GO/Pi2DIWBv5ubB9nZX2A9J5eHUKuclRxBybTEFKJD1Cj+Pae6P47nMqnCNuuQU+/BBycuCee+Cll8BmgwcfNLjo+mx2JXejy7gd7Fnsfko49U4bd9wB+3NyOdBqA/F/9sAaXESHISFe571Tz8vmjPFmzjw1yLNNXfrYee/DCM+5fFW5bXKfy2HrP4EMPrjv7dwQwFlnwpsLHezcauW882D+XxZWb4pgwvQitqwKJC3JAlcX88P3YaSneZ8jRj9lcO8TLrLyvb+bkg5W9izuBZgq7HvubXIc3PcObdMdd0BwVHdy0zLZt64joa28f3Mzo4v4+6twPu66h7PHduTdzwto0TXL3Xw6vr9n39tR5lyefyCSmGOTWbajJfuWRjFwSvbBbbLW6Lx33k35vP+a+ybsitvS+P6tKKKDArjytkIefDiQgMDAg+eIMMIiDCb9q4ibX3WRF1TAyJNd/D43wnOOWPxtCH37wsBBBt9/Y6HXAAcnDgzh3jfNjBplEB0N8+fD+PHu66Qdv/T3Op7sQzL50AkbNrh/nz75PoNFfxcQ1T+NrPhOFOeEkLpvG+OiR5OSAjfe1JKAnSMpyjUx/LwQ/n2rjX92ZNB/0h52/OJ9XgCD7Jvhscfc10Z9ptn45t0Ir/PeD23s3Ha5lQ/fs9C1qzvOssfT+29W3PfWL8sg9p8wJk4wERJgYdVfFgaMLiI7B/ZuDmLG2e7zdek2bdgAi1dEkBsS6XWOKL3eeyJnFz+aWmN2BnuOp2//jqH9mCzPMXRom7zPe47CeBZ80YWIlmYmTC+ucI5wf0/uc1D/foX8a3woX31lYvBg2G8KZHm54+nY4+yY2kfz+TIYNjacdXsL2bEhAEfLWPbFw38P5NP/+HwSYrtQcPB6Lyu+JbacUObH5LH8h/aec8T7H7jY+ls/r+uIXiftYuatLv7ZlUuPCfnsWdyfD3ZHcv5NeeV+n9z73qDbDd59MsJrm5Z2N7iiivNe167wxkdh9BxoZ09cBLtWt6dFt6xKf3PLH095ByI917DZe1syeloK1l67SN3ellkFyXzyUgwLfwqvcN576CF45BGD9CI7p1yddfB8EVHmOoKD2xRKRKRBu9tcvPqqmZgYOHWak3ffMbEpLYPi6Mgqr8t3/BLDc858hvVtycKfXQw+voQ92YVe10Y7NwQcvIYNJH675eA1bCBfpDq5+Voz981OZMfO/tXea5R+T62D9/HngXsAOLvNG3yTdiMA07IPf6/hzApj599dvO41zrioMytWHPqeFi0xSNvev8w1bGt4sPL7M2l4JqO53M0fRkpKCu3bt2fBggVMnDjR1+HU2S+//EJ+fj59+/YlOTmZRx55hKSkJDZv3kxERESF+StrcdG5c2cm3v9lpV1FqjOse0vWxlU/aoDZBN/eO9Xz9H3qYz95ZXP7doji5asPX3fEMAymPv5zjeK6+6zBPPedd7X026cN5PX5WyhxGhgY9O/YghevGI3JZOLGt5ex52CRJbMJrjl36KGmZWUy/CEWmNIjhp92px52eMrisydVmBb8zYIK0ywmd/PrbRn5WE2mCv3+3POYKh1zvlVwADk2B1YTFFcTz4mdW9I6NIjCEie/7Un1NO8OD7CQX4Mn/GlZhXzzu3fNjkCrmY9mnsQlLy2kqtbKo3q1ISmrkH0Z1TcFLXX6sM7MnDbI8zSvrPkPTmNdXDqzvliFzeGic6swXrhijFf9hY3xGdz98Yoarau8684d4m6+WcPCpse1j6ZjRHCFfs/phTaWJlZ9TEQEWJjcw13vZfm+TFIKbEdUnyHcaia/qi/AMPhn037WbT/U3N9sgvPG9OTKif3434o9vP37Nq8/CQuy8sgFI7jrw0Ofo8Vs4tHzR/B/n6+qcVylrdSP7dyCnu2jOGVQRzq0DCc0yMprv2zm+9VVFwYsb+Sx7RnWv92hBVe1Tqp/StUrKoTO0WEsTcjAaRju4qGtI9iSllfh7yof7rTucvIL+eLn2tUdKuuBswcz7phDTzXfXbDNa3hJcHfDu/+c4Tz5v7Us23bAq6VbWW0ig4kICeD8E3ry8k+bKajknHPduUMAMNVhSMwQCxTV4MMb2jYCJyZCA8yEWi3E5xRRYHfQISKEDSk5lXZDKS3olpNXzA+Ld1FQVHnXgFIm4I3rxtK9TPeYqvy+YR/Pf7+hwvRAq5n/3T2ZBz9fXWVLlrK6tI9k/IguBAZYaBMaSFYNWhBYTNC/VUSFfuClQycXljiZvyfVaz/t0zKMnZU0s7eYwGxA+U/mrS/XHjaO8qYO6cxVJ/cjI6+YVbFp/LVtPzuSq2+lWZkAM5RU8oUGB1i48LT+BAYG1PjcW5kwCxRU8THXoJZ2BVFBVo7v0ILQAIvnHO8yDE4tdw0SHmTmwfNG8v2qeIrsTtbuSa+wLJMJfrr/NMwmuOW9v9i53931qGVYIFaL+WB/+crj+PWB0zzr/25HcqXnpKggK31bhtEyJIggixmL2cSB/GI2p+V5Fb6sStnPxwSc1LUVUUEBXr9tTpeL+z5dyYYqRokKD7Zy0rEdOaZzCyYc06HG12rg7uJw2ZnHEhBw+BGNTiszqtc3O8oPeAnjO0XTKszdemF5YjoHCktITsvn+z92HnbZt58+kKlDu7D7QA7frYonOMDKT2viva5vOrcKpWPLcFaU6R599TlDDnXXLLcPn9mrLd/HehfnbRMSyLgulXeL/S0ulfyD54t5C7aTmlm7GnDlBVjNnDC0E107uosbD2gbyTGtI0gusJGYW0SI1UL/VuHEZhWwLeMwrdwO/p4c16EFnSJD+PafON76bRsuwyDAYqLkMMXfrjm5LzPG9CI+p5C1lRQtr2xdmEyMaBcFdifXvrm0pptNy/AgTn33dqxlfkUcmDnzn9Wk5RbTtU04gVUUoS3/O/D2NWPpWmZUkVWxqTxQybXQ/Acbtg6bVO2oaXFhsVjo2rUrISENX7W5IZ166qmefw8aNIhRo0bRtWtXvvzyS66++uoK8wcFBREUVD9NCw+XtAB3l5I7P1hOt7aRDO3RusIFREhgzSpY12akjDfnb6kwbdn2ZGxlfoG27svitvf/IjY516vfeJtWB29GK7noL3LCj7EpVNP6udacBqyqog/1oXkqX2HGwWajh4tnc1ouE7q2Ye2BbK+bgZokLaDy/oF2h4tPluyqMmkBVGjKfjg/rk1kUCX9xAGKS5y8/usWT92MpMwCvl0Zx+UnHRoqrq5Ji7r4JzmbgBQToVYzmEzk2RxEBFkPW5E9sEyf/+yDowiUMkOlN2vVqTJpAeQV2r2SFgDhwQGerjH9O1a8mQsPDuCjxd4XeU6XwTFdogkNsFBYw32mdJfdnJjF5sQsvjvYrPjKiX0Z1bttrRIX67alMKhP28MOa3m4w3JvThHFLsNzPLkM99B5lf1dfQ9CvHz9/iP6+8By256VV7E56/IdKcz+cSPbkrKrbU2YlltMWm4xT32zvtL3u3aIOqIx72uStABYl1p5cb2UQnuVfZJLE7t/b0g6bNIC3PvEDW//yVvXn0hokLXamgJxqbmV3uTaHS4e/Hx1jSr4Wy1mJo/ugcXs/s2qSdIC3MdLt6hQNpcrOLgqOZvsYjsDWkcSaAbbwcM9wGwisIqkktOov/331/WJbErI5IqT+rB2TyqxdUhaAFw8rhcfLKlYeyokxEpADQpEH05VSQuoW+HeHJuDFUmZTOzWptr5bA4X93/6Dy7DqLIW09h+7UjLKaLQVuJJWgBkFlTeZL6s3EK7Z5jFsEBLpd1ocmwO/ilzDTEsJpL1Kbk1/i0xyv07Ob+4Qjck9+hxpiqTQPnFDn5cvZcfVu9l0aZ9NVwzBAVaOGdyXwJqWJet+u5+kFrkIMBaQmRQAAcO1nSxWg+ffL1sfG8mHNOB579bx+8bqz5XJ2YUkphxKJkQYDFVW4OhsppE6UV2/kxMZ0hMtNcIYzsy8jxJC4AObcKPOHExfmRXenSM8jyUKU10lk145haXkFp0+H2xlNVsIiW7kDfmH6pBdbikBUDHg7WpEirpdlzlukzu7nbvL6pd0v/YztE4AoKwlpTpShMQxAUvLsAAYqJC+O+VYyodWWby4E6sj09nwcYkTMCKPemexEVukZ1Zc1fXKhZpeHWrJNUEtW7dmri4OEaPHu3rUOpVdHQ0ffr0ITa24kWCr+w6kMvvG/fx7LfrK7xX4nQx890/OevpX5n57p8UVlJNvbbyiis+ZdhfyQ/A9qScCj8shqn6Q6A+kxZHIqAWBYsyix18syOZXFvNf5zKys4rrvRh2I81qG9SW09+s67S6a/8vIkSr1oeJuwOJx8u3sZZT//CWU/V/AlPfSlxGeTYneTYHLhwX0AeKKi+unRGsYPCEqe7v2a5K93aJi0Ox1VJv9MCm8MzisQ/uyomllJyiryGlixlNZu551+DjygeA3hv0Q46tQ5n4rGVjwhUGYfTxcpNSUfcta8Ed8HCsrtyLbrNHpGE/XW74Su1KTHNM3xkYlq+1xO/UiVOg1/XJZKaU3EIydqIjgjyeTfKw609KbV2n+f1by3l0pcXMfev3VXOM7xnmyrXu/FgkcnDCQy0YLWaa534cUGFQqildmUVsjQh3ZO0APe5p3ySozr2WtbOKSsps4An/reO9fGZdU6I/Lx2T6XTJx7f/YiSZA0px+YgpUyx5NxKzovmg33vKztc2kWHcOHYnmyIz+DyV//g/z77p8I8UaHVtzJ49Ks1nmMxv4ZJsLW1SFpUJrSK5HtCWuVJ3lKl7/0TW7HVSVUG9WlLeC2GnnYd5oS9LSOfBfHp/J106KFa6+gQ2lczCs4xnVtw0bje3Pre8mqTFpUZ0KtNtftvbFbFFlEGkFpYwm9xaeQfvFY1DIOsYu9r3+rqstVUx7YRFeJLLJc4SKtF0gLcLbqe/Kb2rbfatXAnfmtTbNNhuFuJplTyOVYnKaOA7T1HehVZLvs6NaeI71fFV/q3f2xOYsHBGhbua5btxKW6E4Nv/7a10lobrSMavs6MVK3ZJy4yMzP58ssvefbZZ3n22Wf58ssvycg4fPPPpiI/P5/du3fTvn3Nbwx8aUtiNjuTcygucbIzOYf7Pq34414f9tdw2NW09EKfX7TXxOG6qlSmuA5XnUU2B4tWxjfKyB7V+WNzEpMGdvC8Dgm0EBJs5bNleygucVVbBNDf/LonlV92p1Q5XFt9WbamYmLJ6TKYs8DdPWRHuSFUS3VsUfHJ8m3vLa/QraSudiZlsaqSpEl1WkWF1ssNTr9W4QSVab3gaIQde9feI/99+WrFPq59Ywmv/7KZa95cQn4l3TvgyIeFdfPPG8myHHU83t//YzuF5T47wzD4dOkuPvpjR5V/54JKh5gtz9pAN+G5VXzfNbVuW8Vm9Y0pNa/ym7BWNWjF4kv/JB9qvbQuruINub2y/i8HXX/KAFbFppF/8Ia0shYWlQ13WdbmxCz2pNQ8QXWkYsIC6VyuwGx2gY37PllBXnHdHnxUp0Vk7b7/IkfNjoPkMsNTmkwmDlTTDWJvWh5/7ThAfFrtP+e2rarvXr3zMNedC/amMW9HMvN2HmB/uSE1w+s4NGipoEALgQEWDMPwuqYtKpMQMeEeWa5FNYV+y9uXXcT2SkYPPJxPFu+ksMRJdlHthg79aW0CS7dXntStyu7UfNqle1//lH1tUPVodV8sq9it6Ia3/gTcI6lVpnwhemlczbqryMMPP8wzzzyD3W73OpADAwO55557ePTRR30YXd3cddddnHHGGXTt2pX9+/cza9YsLBYLF154oa9Dq5PYKrpNNFYy4XDN0Y82WTlFPk9agHt0m0+WxnqaqhbbHcxdtqtelh0eWvMnPvWlJhX/j4TTZZCUWvlTitV70im2O9hYRX/lfRkVL+Bi6/Hi+YkquihUJSo8iL7dWmIYxmGTF5YqhsArFR5oZXL3NixJSK/R6AX1YdHKmneLqU5SZiFJmfWzrOo4HS6/fQp+pAyj4m/Jm79trVFSoibCwmp+A1AbR7qnJqfV7ollY6rJce0rDpdBcn4xHSJC2J5UMdFb3Vn8kS/X1FMU7rUEW0wUNnCyO9RqJd/uJKJM66IXvt/I2riGebi3LyWX7pV0WaxKbVqalnJV0SKmVH6xg/cXVZ20rE7kEV47VNemol3rykd8qqmI0MCDI+RV/r4ZaB8ezKCYSDIKbV7djaqzbGPNuwKVtTEhg0V707HXoiHJvgO5/FmLbqVltc1I8BoOtW2GdyLj9BHuUUCcLoM9B3LZl5lP97aRpORWnljZvDedod1bs2N/xc8pt6BuwzdL/Wi2iYvHHnuMRx99lGnTpnHzzTfTp08fAHbs2MGrr77KE088QUBAAA8+2LRKw+7bt48LL7yQjIwM2rRpw9ixY1mxYgVt2lTfN7OpcVYz3FJ96tMtvMoaF+JbZb8RpwGVjHpbJ4P7tq2fBfkR22Gejq2NS6+y21NChn/9CEeEBdb4xuZw1/V2p4u/92U0WtIiv4qh3/xZq5Z1Gbi5cUWGBZJbgxoB5Z01sithwd7JhSVbjqz+SFn5dYipMdhKjqzFRkOx2Z0EBfj3w4JCh/tckXyE9Qbqquhga5uGTloAxOUUkphTwJSeMQQd7DKyKzm7wdZX2iKgpuf3AIs7prxadClOqMENeWXdgGrCXIP6GXW17wgfFmTlFeNwurCYKq8R5wKyikswjNp139hdRW2iw+neKRp7Lbq/bN2TzrI1iXVaF1TM15R/HZ+ax+rdabz00yZq4qWfN5OQXnkCOM/WOPcnUrlmm7h48803OeOMM/juu++8pnfv3p2pU6dyxhln8MYbbzS5xMUXX3zh6xDqVYCl8hOouZGeyOTkNs4NTVPhn8/B6pe5Dk9x/N2nP1YsUFvWU/+rvJaIP0rJKKDIVkJwoPWIn8xuTcsho5IaOA3FVoOq/v6mS7uaPwH1lfZtw8iNq/3NxrJtyVx1cn+CyzTttTvq75wf4K9Nhv00Dx9Qh3ogja3DwVEqdu7P9sn6v/hrN493rXwUiobgMCAuu4B+rSMB6N+pBct31K6pfk2FBNeuhVJibiHdosP4Pb7mdTQKiw+f5MivwTyVMRqw5eT+lCOri+R0GpiqSFqUKnQ4Wb0/i37V1AApL+QwdVmqklmLopwAW2tRK6UyhUHhhBcfKrhcGOS9jc9+t468opr/PleVtBDf8+/U9xHIyclh6tSpVb5/2mmnkZfXeH0JpXIlVWRkdx5u+KT6Wr9x5MVBm5MjrWrdFOyIy/D7i+faOlz+vzZPPnytdcvQeklaAOyrZDSOhhTorzey1ahJFX5f2xlfeX2Ww8nMt7Npr/cFcX025svMKfbLGknZebXrV95YEg8c2c1ZYwi0us87WYepR9FQsnzQDH1Her6nCOH95wwluIEeabZtUbvaRRtT89ifW7vPoyZ1VOqaf4gMb7jWaQeO8Ea5fevwg6PBVC+9uIQ/99X8fFrXbhGpGYUE1vAhUUGRnczc2iU6yjNMZq+uIuUL79cmaSH+zf+vWOrohBNOYOXKlVW+v3LlSk444YRGjEgqU9mP2Ou/bubWOcsbZ/1Gs210VCetov2/2fiRMptNfnmzIW6njP5/9u47vo36fOD45zS9945jZydkQwghEAgbAmWXVcouFApltKWLAqWU2QKlwA8KZRTKpswAgTASCCF7h0zHI97bsixZ6+73h2zFsmVbHrJk53m/XryIJOvuOel0973nvt/nO3gzD/RlfO1g2F3c+5TRkSaYxm64DeTn+u2OSr/HrQOYcaOz5ATziEuChpKmRX4Px0BTWg6lum7G3IeSByhom8nBqNcTcFqxQZDQx9kYVLzTtfbFmq2DNxSss1B21hzobhfbz54RvSkp61+ycVx2fNC1vXbsqx/waG2Tu7XHx2LkiPwWSz8988wzfP/999x2223s3bsXVVVRVZW9e/dy6623smrVKp555plwh3nQi+005Vxji4MP1oa+IF27WZPShmxdw0FsH6YqG65OP3bCiLrY8Ayj3hS90SlgNg3fZGJv0/dFopGexLPY/C8EB3Nrs9Mic5aMPvbIHzLpSQMrQDgUhqq+VncawlQnZ1/jgTv+ra7QHBNM/ahv0tehnY0DvHMfLmbDwNoktQ22LjOKDAZDP0/HObkpQf9tX6e7DsTgcfX4WIwcw7eF2IuZM2eiqir//Oc/+ec//4mu7a6S2nZSMpvNzJw50+89iqLQ1DQ0QxSEV2On7phvrdw7pOvPzUoe0vVFurIhnIotHOJijBgN+hFVjHUE5WAwGPTDuljutPHpbPihsvc/jCAjKYkXSGIIZxGaMTErZMseiCGqRdtnMTEDm/JxKOyua2ZMfM/TXo5ENre3bewJYfK1P727JiXFUNyHZIShm7ppkc5kMuBw9/9ie/aUrJAcy6NMRuzOvseVEBfcb13TtAEPkwHQqZ4eH4uRY8QmLs4///wR3yAbiZZs6H9V4f4ZnhdIobKjsDrcIYRUSuLIGwpTXBH548aDlZMefNGwSFRTP/wKeo3002S0MXTNHF2EXiSFudNAt4bDvlZocbD424JwhxE2kfYdra9s7NPfW2yhq2UQynx68wBrqqSnhKb3V4O1f3G5giyC3DoMC1qL8BqxiYuXXnop3CGIfhjM8cei7xz2kd29zmgYfsUTe2OzR2Yhvv6YmJcU7hAGZMOOsnCHIDpZuauS60+bHpJlD9OOQaIXe0qHX62aQRNhO3V9BHUfirSkTkfWFgcpiZHTUygmKrieboNZr0AD36wiYuQasTUuxPA09DNVRvCZKAx0/RiDOpy43BF6K3IA7P2c2i0SmSN1cH6QDPrheC8gso+BA63h0hzC6XBNw2BGFtF3mcmRcwE41Jrsw7NGxMEuPTmy6sfog2zMK4PU6FfAb1aRyD6riYEYMWfd119/vV9FaTRN4/XXXw9BRKI/dEOe0pbcbEc56QnhDiGkKmqsI64YYWry8B5e0VFdw/Cejnf6xMxwh9API+v30FlOiLpQg3RzHqnOOGJsuEMIG7MxcuqQREfYUKxIbjp4Iiy4iprg6qUN1pB+tdP0p50fi5FjxHyzt956K5MmTeLhhx+msLCw17/fu3cv999/PxMmTOC2224bgghFMA4bnz6k69tZWDPiLmQHYsFheeEOIaRcbhXbCOqhADB2VFK4Qxg0q7eUD+vf45hRieEOoc+awjD9Yl/o9QNrptxz4RGDFElXn3y7b1jvr0NtOMy6MyU5htljhrYdEglGx3l7u8WEcFan6lprn/7++Pw0piX1LfGYGBe6XnubdoXu/DR1fOqA3v/JNwUhiW3ejIx+vc9S1RhUrwejQT8ovSO2TT7Gl4LX2h6LkWnEJC727dvHlVdeySOPPMKECRMYP348F1xwAb/97W954IEHuP/++7n99tv58Y9/zJgxY5g8eTL/+Mc/uOqqqygoOHgLMYWTUQ+f/PE0v+f+9OM5zJ88dHctv9tYgb3VOfBppG66vefHbdIjfLZRg0HPogVjhmx9o0N4N7Q7//1oG802+4i64Lj0jKn9fu+o5Mi5w6Zq8L/Pd+J2e4bl96MoCmcdN2FQlnXUpAzmjw/9dM1vfb4Du8MVkqn0BsvZC/t+B1yvwD+umk9aov8x5tM7Fg1WWFhtLvYU1UXcZ3f52TPCHUJAL32wBVf7bzuCPq92o2NNTM1IJCnWzONXzQ9LDP++wXvBtWjswC5k+yJWB3NHHTjWvH7rCRhD0Nnh/a/3sLukLqgE1oJRSUQZDUzOTCLFFPylygWnTgvZdMDrt9dga2svDrYFh+UxeUzwU4h21mBp5cOvd+N2u3uNb0FOUtDLvf202cyb2Pfz0INXHss5k7LIj++9IPrFp08jLqbvCTO9AndfOIf3f3cq97z6GO5FF9GUdwh7D1/E9tmnYTToiDbpfBe6prYePAoQazYQazaQEG0gpdPMU3odRBkUjBHW40d4KVoknW0Hgdvt5qOPPuKDDz5g5cqVFBQcyEIqisL48eOZP38+Z599NmeeeSZG4/AeU91XFouFxMREmpqaSEgY2cMC+qLjPiJG/ucxErdvJG3TcN+W4Rb/cIg3kmOMxNgiMSaQuCJt/UO93qFYX6jXEarlD8ZyByu2/iynv+sO92+vrzRNGzaxjkQjLnHRmcfjob7eWyE6JSUFvX7kzSrQF5K4CGy4HThDbaR/HiNx+0bSNg33bRlu8Q+HeCM5xkiMLRJjAokr0tYviYvIWb4kLiLrmNAdSVyE13Asgd4ner2e9PSDb7yiEEIIIYQQQggxEoz4xAWAy+XiySefZPHixdTU1JCRkcGiRYv45S9/ickU4UUHxJCQ7Km/kf55jMTtG0nbNNy3ZbjFPxzijeQYIzG2SIwJJK5IW/9Qr3co1hfqdYRq+YOx3MGKrT/L6e+6w/3b66vhFu9IM+KHigBcf/31GI1GLr30UtLS0qipqeG///0vLpeLZ599NtzhDSlN02hubiY+Pl5+fEIIIYQQQgghIt5Bkbg47rjjWLZsWZfnjz32WL755puhD0gIIYQQQgghhBBBGTHTofbE6XTS3Nzs95zFYsHpdIYpIiGEEEIIIYQQQgTjoKhxccstt3DooYeyaNEi0tLSqK6uZsmSJdx3333hDk0IIYQQQgghhBA9OCiGigCUlpby+eefU11dTUZGBieffDKjR48Od1hCCCGEEEIIIYTowUGTuBBCCCGEEEIIIcTwc1DUuOjO+eefH+4QhBBCCCGEEEII0YODosZFSUlJwOc3btw4xJEIIYQQQgghhBCiLw6KoSI6nQ5FUei8qYqi4PF4whSVEEIIIYQQQgghenNQDBXJycmhvr4eVVX9/hs3bly4QxNCCCGEEEIIIUQPDorExRlnnEFRUVGX53/0ox8NfTBCCCGEEEIIIYQI2kExVEQIIYQQQgghhBDD00HR40IIIYQQQgghhBDD04idVeTqq6/u8XVFUYiKiiI3N5fjjjuO+fPnD1FkQgghhBBCCCGECNaIHSoyZswY7HY7NTU1ACQnJwPQ0NAAQHp6OqqqUldXh6IonHrqqbzzzjvExMSELWYhhBBCCCGEEEL4G7FDRT799FPMZjN//vOfqaur8/1XW1vL3XffTXR0NN999x0NDQ3ceeedLFmyhDvvvDPcYQshhBBCCCGEEKKDEdvj4sQTT2TixIk888wzAV+//vrr2bdvH59//jkAP/nJT/juu+8oLi4eyjCFEEIIIYQQQgjRgxHb42LVqlXMmjWr29dnzZrFypUrfY+POeYYqqqqhiI0IYQQQgghhBBCBGnEJi6SkpJ8vSkCWbJkCYmJib7HVquVhISEoQgtrDRNw2KxMEI72gghhBBCCCGEGGFGbOLi2muv5YMPPuDHP/4xX375JcXFxRQXF/Pll1/y4x//mMWLF3Pttdf6/v6TTz5h9uzZ4Qt4iDQ3N5OYmEhzc3O4Q4komqZJMqeDkf55jMTtG0nbNNy3ZbjFPxzijeQYIzG2SIwJJK5IW/9Qr3co1hfqdYRq+YOx3MGKrT/L6e+6w/3b66vhFOtINGKnQ7377rux2+089thjvPfee36v6fV6fvWrX3H33XcD0NraypVXXsnMmTPDEaoQQgghhBBCCCG6MWKLc7arrq7miy++oKSkBID8/HxOPPFEMjIywhxZeFgsFhITE2lqajoohsYEq/1noChKmCOJDCP98xiJ2zeStmm4b8twi384xBvJMUZibJEYE0hckbb+oV7vUKwv1OsI1fIHY7mDFVt/ltPfdYf7t9dXmqYNm1hHohGfuBD+JHER2HA7cIbaSP88RuL2jaRtGu7bMtziHw7xRnKMkRhbJMYEElekrX8o16tpGtUtDmxuD1mxUUQb9SFbD0jiYqhjkcSFGAojdqhIu+XLl/Pxxx/7pjnNz8/njDPOYOHChWGOTAghhBBCiJFvR1Uj2557Ds+OrRinzuDUX91MfExUuMMSQgwjIzZx4XQ6ueSSS3j//ffRNI2kpCQAGhsbeeSRRzj33HN5/fXXMRqN4Q1UCCGEEEKIEeyHfz+H+82XQdNwbtnIumgTx//61nCHJYQYRkbsrCL33HMP7733Hr/+9a+pqKigvr6e+vp6Kisr+c1vfsO7777LX/7yl3CHKYQQQgghxIim7tgG7aPTNY2WrZvDG5AQYtgZsYmL1157jSuuuIKHH36YzMxM3/MZGRk89NBDXH755bzyyithjFAIIYQQQoiRL/+IudBeG0BRyJs7N7wBCSGGnRE7VKSiooJ58+Z1+/q8efN44403hjAiIYQQQgghDj5zb7yBGKOe6vXryZgzh2nXXRfukIQQw8yITVzk5uaybNkyrr/++oCvL1++nNzc3CGOSgghhBBCiIOLzmBg+g03AMNnBgkhRGQZsUNFrrjiCt566y2uv/56du3ahcfjQVVVdu3axQ033MDbb7/NlVdeGe4whRBCCCGEEEII0QNFa59Ad4TxeDxcc801vPzyyyiKgk7nzdGoqoqmaVxxxRU8//zzvucPFhaLhcTERJqamkhISAh3OBFjuM0jHWoj/fMYids3krZpuG/LcIt/OMQbyTFGYmyRGBNIXJG2/qFe71CsL9TrCNXyB2O5gxVbf5bT33WH+7fXV5qmDZtYR6IRm7hot2XLFj755BOKi4sByM/P5/TTT2fmzJlhjiw8JHER2HA7cIbaSP88RuL2jaRtGu7bMtziHw7xRnKMkRhbJMYEElekrV8SF5GzfElcRNYxoTuSuAivEVvjot3MmTMP2iSFEEIIIYQQQggx3B1c4ySEEEIIIYQQQggxrIyYHhc6na7PXXcURcHtdocoIiGEEEIIIYQQQgzUiElc3HXXXTLmSAghhBBCiAjjVlV21jZjd3nITYwhOy4q3CEJIYaZEV+cs52qqpSWlpKVlYXJZAp3OGEjxTkDG27FgUJtpH8eI3H7RtI2DfdtGW7xD4d4IznGSIwtEmMCiSvS1j+U611ZXE3pyy/h2bEV/SEzOO6WG8lIiB309UhxTinOGUpSnDO8DpoaFzU1NYwdO5YVK1aEOxQhhBBCCCEOGmUvv4T7zZfRNm/A/ebLbHv2uXCHJIQYZg6axAUcyOoJIYQQQgghhoZu13Zob4drGo7tW8IbkBBi2DmoEhfStUcIIYQQQoihlTJzht/jrNmzwhSJEGK4OqgSF9LjQgghhBBCiKFVtW6D3+Oi1WvDFIkQYrgaMbOK9CYlJYWvv/6a2bNnhzsUIYQQQgghDhpq8T6/x60Fe8MUiRBiuDpoEhdGo5GFCxeGOwwhhBBCCCEOKkpMLJq12fdYHxcXxmiEEMPRQTVURAghhBBCCDG0tIxMv8fGrOwwRSKEGK4kcSGEEEIIIYQIGR3+BfJ1UjBfCNFHkrgQQgghhBBChIzaqUC+0+0JUyRCiOFKEhdCCCGEEEKI0CnY7ffQtXdXmAIRQgxXkrgQQgghhBBChE6r3f+x3R7474QQohuSuBBCCCGEEEIIIUTEksSFEEIIIYQQQgghIpYkLoQQQgghhBChYzD2/FgIIXohiQshhBBCCCFE6LhdPT8WQoheSOJCCCGEEEIIIYQQEUsSF0IIIYQQQgghhIhYkriIIN988w1nnnkmOTk5KIrC+++/7/e6pmncddddZGdnEx0dzUknncSePXvCE6wQQgghhBBCCDEEJHERQVpaWpg1axZPPfVUwNcffvhh/vnPf/LMM8+wevVqYmNjOfXUU2ltbR3iSIUQQgghhBBCiKFhCHcA4oBFixaxaNGigK9pmsY//vEP/vSnP3H22WcD8PLLL5OZmcn777/PxRdfPJShCiGEEEIIIYQQQ0J6XAwThYWFVFZWctJJJ/meS0xMZN68eXz//ffdvs/hcGCxWPz+E0IIIYQQQgghhgtJXAwTlZWVAGRmZvo9n5mZ6XstkAceeIDExETff6NHjw5pnEIIIYQQQgghxGCSxMUI94c//IGmpibff/v37w93SEIIIYQQQgghRNAkcTFMZGVlAVBVVeX3fFVVle+1QMxmMwkJCX7/CSGEEEIIIYQQw4UkLoaJsWPHkpWVxZdfful7zmKxsHr1aubPnx/GyIQQQgghhBBCiNCRWUUiiNVqZe/evb7HhYWFbNq0iZSUFPLy8rj11lv561//ysSJExk7dix33nknOTk5nHPOOeELWgghhBBCCCGECCFJXESQdevWcfzxx/se/+pXvwLgiiuu4KWXXuK3v/0tLS0tXHfddTQ2NrJgwQKWLFlCVFRUuEIWQgghhBCiZ4oCmub/WAgh+kDRtI5HETHSWSwWEhMTaWpqknoXHbT/DBQ5kQIj//MYids3krZpuG/LcIt/OMQbyTFGYmyRGBNIXJG2/qFc72vTpnV57ifbtw/6ekK9TaFa/mAsd7Bi689y+rvucP/2+krTtGET60gkNS6EEEIIIYQQQggRsWSoiBBCCCGEEEIIMUiuuuqqXv9G0zReeuml0AczQkjiQgghhBBCCBFCCqB1eizEyNXU1NTta5qmsXHjRkpKSiRx0QeSuBBCCCGEEEKEUOeSelJiT4xs7777bpfnamtrefXVV3nhhRewWCxcf/31YYhs+JLEhRBCCCGEEEIIMchUVWXJkiW8+OKLLF68mAULFvD73/+e8847D7PZHO7whhVJXAghhBBCCCGEEIPIarUyZcoUTCYTV155JY8++iijR48Od1jDlswqIoQQQgghhAiJ9ikvhTgY6fV6FEVB0zRUVQ13OMOaJC6EEEIIIYQQIaEoUohTHJzi4uIoKiri//7v/9i+fTtTp07l5JNP5vXXX8fhcIQ7vGFHEhdCCCGEEEIIIcQgUxSFU089lbfeeov9+/dz5pln8vDDD5Odnc2NN94Y7vCGFalxIYQQQgghhAgdgwHc7g6PjeGLRYghcO6553b72tixY2lsbOTpp5/mqaeeGsKohjdJXAghhBBCCCFCZ+IU2LHN99B4yNQwBiNE6CUnJ/f4+vHHHz9EkYwckrgQQgghhBBChE5Ntd9DT2VFmAIRYmi88MILvn83NDSwZ88eFEVhwoQJvSY1RGBS40IIIYQQQggROrX+iQu1UyJDiJGosLCQ008/nbS0NI488kjmzZtHWloap59+OkVFReEOb9iRHhdCCCGEEEIIIcQgqaqqYsGCBej1eu6//36mTJkCwK5du3jyySc5+uij2bBhA5mZmWGOdPiQxIUQQgghhBBCCDFI7rvvPlJSUlizZg3R0dF+r918883MnTuXv/71rzzxxBNhinD4kaEiQgghhBBCiNDRd7pXapB7p2JkW7x4Mffcc0+XpAVAVFQU9957L5988kkYIhu+JHEhhBBCCCGECAlN08Dj9n/S7Q78x0KMEBUVFcycObPb16dPn05ZWdkQRjT8SeJCCCGEEEIIIYQYJOnp6bh7SNC5XC6pb9FHkrgQQgghhBBChISiKOEOQYghN2fOHD7//PNuX1+yZAmzZs0awoiGP0lcCCGEEEIIIUJC07RwhyDEkPvVr37Fv/71L5qamrq8ZrFYeO6557j11luHPrBhTCrjCCGEEEIIIYQQg+SYY45h+/btAV9LSEjghx9+wOVyDXFUw5v0uBBCCCGEEEIIIYbAtm3buO2228jJyQl3KMOKJC6EEEIIIYQQodO5zoXUvRAHmebmZp599lnmzZvHrFmzWLJkCbfffnu4wxpWZKiIEEIIIQaNqmlUtzjQgMxYMzq5QBFCCHGQ+uabb3j++ed55513MBgMXHDBBTz22GMcddRR4Q5t2JHEhRBCCCEGhaZprCytp9rmBCA9xsSC3BSZVUCIg5j8/sXB6MEHH+SFF16goKCABQsW8NRTT3HhhRcSExMT7tCGLUlcCCGEEGJQNDncvqQFQI3NSaPDRXKUKYxRCSHCrvPMIjLTiBjh7rjjDpKSkvjwww8544wzwh3OiCCJi4PVRReB0Qivvgp//CMUF8P06XDTTXD99d6/ufZacLngpZe8j194AR56CHbtggkT4E9/giuv9L522WUQEwP/+pf38f/9n/ffmzfD6NHwt7/BxRd7X7vwQsjOhscf9z5+7DF4/XVYswYyMrzvO/dc72tnnw2TJ8PDD3sfP/ggfPwxfPstJCTAf/8L550HbjeceioccQTce6/3b//8Z/juO1i6FMxmePtt+MlPwGqFhQvhlFPgjju8f/v738O2bbB4sffxhx/CVVdBXR3Mnw8//jH8+tfe1371KygpgXfe8T5+6y247TYoK4NDD4VrrvF+jgC/+AU0NXk/Z4BXXoG774Z9++CQQ7zLuvZa72tXX33gcwZ47jl49FHYsQPGjYN77vF+zgCXXgqJid7PGeDJJ+H552HjRhg1yvuZXnih97Uf/xjy8rzLAnjkEW/s338Pqanw4otw1lne1370I+9+8OCD3sf33Qeffw7Ll0NcHLz2GlxwATgccPLJcPTR3s8Z4M47vd/hZ5+BwQDvvgs//SlYLHDMMXDGGd7PGeC3v/XuRx984H383nvw859DdbX3O7zkEu9nCnDLLVBR4f2cAd54A26/Hfbvh1mzvO/7xS+8r/3852CzeT9n8O67f/0r7N3r3Y9+97sDn/OVV3p/A8895338zDPez3HbNsjPh/vv937O4I0nNdX7OsA//wkvvwzr1nn35SefhPPP97527rkwfjz8/e/exw8/7N3O776D5GT4z3/gnHNAVeH00737zH33ef/2L3+BZcvgq68gOhrefNP7W7Xb4YQT4Ljj4K67vH97xx3e7/uTT0Cn836GV14JDQ3e7+Xss72fM8BvfgMFBd6/Afjf/7z7aEUFHH44XH453Hyz97WbbvLu96+/7n0sxwjv38oxwvtaL8cIw0svc8Qt16F3Oqg66ljqD5tL/K+fBJ0ysGPEu+969zs5RvT/GPH++3DFFeE9Rjz/vHd7I+0Ycf754T1GvPmm97kReozQPvuMY0tKcOl0fJ+by4L9+9FpGjzxxPBrR/z2t97vBwb3GPHEE97PGYb8GKF+/DE6vX5gx4jLLvN+zjDy2xE33kgw/va3v/H8889z5plnctRRR3HllVdy8cUXExcXF9T7RVeKJpMrH1QsFguJiYk0NTWRkJAQ7nAiRvvPQLozeo30z2Mkbt9I2qbhvi3DLf7BjveH2mZ21lkBmJwSx7T0+AEvM5I/00iMLRJjAokr0tY/lOt9bdq0Ls/9pJupIgci1NsUquUPxnL7uow6u5NvS+pQAb0Cx+enk2A29CuW/sYf7t9eX2ma1udYV69ezb///W/eeustPB4P559/PldddRXHHXdcaIIcwWRWEcGLX+3kkse+4IZ/fUNlQ0u4wxFCCDGMTU2L50cTMvnRhMxBSVoIIYY3VVXDHYIIYHVZA+3fjEeDNeUNYY1npJo3bx7PPfccFRUVPPnkk+zbt48TTzyRCRMmcG977y4RFElcHOQ+WlfEG98VUG91sK+6mRv/vSLcIQkhhBjmTHodJr00MYQQB+6qi8ji7vS9OCXBFFIxMTFceeWVfPvtt+zYsYMf//jHPPXUU+EOa1iRVsVB7vtdVX6Pra3uMEUy9DYX1fHRuiJKaprDHcqwsWRjCXe/uZYP1xaFOxTRRxa7k7e/L+Dt7wuw2J29v0EIIcSwVtRo46uiGlaW1tPiDF/7TqeTy41IlJcQ7fd4XJLMdjFUJk2axIMPPkhZWVm4QxlWpDjnQW7WmFTW76v1PY4y6sMYzdD5aF0RT37qHVtp0Cn8/YojmTIqOcxRRbb/fL2L11bsBWDV7mr211m58bTpYY5KBMPp9nDbiyspq/cOBft0w36e+fkxmAwHx++9L6xON/V2J4lmI4lRRkqb7eyua8GoV5iZnkBilDHcIQrRoz31VgobWogx6jk0K4lYkzT1DkY1NgcbqpoAUBxuVpY1cPLY9LDEIj0uItPszEQSzAaqW5yMiotidGJ0728Sg0qvl3ZYX0gK9CB34VHjGZ/pLdJp0Cv89uxZYY5oaLy/psj3b1WDpVsk49mbJZv2+z3+Uj6zYWNflYXSuhY0zTsDXVl9C/uqLOEOK+LU2Z18UVjDusomviyuZU+9lTXljTQ6XNTYnKworUeVBriIYBXWVrbWNGN1eaixOVklY9YPWk0detBqQLPTHbYEQnm9NSzrFb0blxTLkaOSJWkhhgVJXBzkVu6qoqDtAkZV4aVlu8Mc0dBIijWjaysKrKGRFGMKb0DDQOeensOj/vPw4VE1ippsFDS04PAM7jjTuAC9BAI9d7Db19BCx09+X6PN73WHR8U5yN+NEIPJ4vC/WO34WBxc0mJMKBw4V6dFm8Iyc8OW4jp+9vS3Q75eAWXNrSwvqWVlaT3NYRwqJMRgkcTFQe7j9cW+f6uaRnn9wTGryC2nTyejLbs8My+V848cF+aIIl99s8PvsVUaxING0zS+K61nQ2UTm6stfF1ci2sQi2RZW11BPXewM+p1vkZ+xwZ/R3rJ2IWVpmm8t7qQP766mn9/sQOHyxPukCJKRqzZb9/NijX7ve5wefhkQwnvrynEYpNaNyNZUpSRBaNTGJ0QzcRk7131cPj3lzuRfmpDr6nVxeryBursLqpaHKzYXydDdsSwJwMfD2IlNc1+9S0AxmQcHFPX5aXH89JNx+NWNYx63UFxMHerKoWNNjwa5CdEE93HeibqyP+Iwsbm8lDboWCmzeWh1uYkOy4q4N+7VZXiJjuaBqMTozH3MntDYoAeRYGeO9hNSY2jxuak2enGbNCRYNJj7XRhbHOpJIZhTKrD5eHJT7exp6KJo6dk8dNjJw6bee/7otXtYU15I06PysSUWPIT/YvFfbpxP898/gMAGwprsTnd3Hz6jHCE2oWqad6kQRi/l+QoI8eMTqGkyU6UQcek1APndFXTuPn5FRTVeLvtv/bNHv5z8wlESw2MESs9xkx6jLn3Pwwh4xDPLrSpsJYlm0pJijVx6TETSThIz3WNjgM3JzTA7lZxqhrmYZB9t9idFNdYGZ0aS1JsePdfEVnkbHUQq+10Bx2guKaZ372yinGZCVxx/OQRXaxTURSMw+AAPhg0TePb/fU0tN1lL2ho4eSx6X2arnBUSgxl9Qe6zsdFyeFjsLTf6e+YG4rqpnCmpml8U1Lva5QUNLZw4pg09D1cLDUFuLPaZHORLfVo/UQZ9Jw0Jg2nqmHSKeyss1Le4v/ZhavRd9cba9lUVAdAYXUzqqpxxfGTwxJLKH1RWIOzLUu6vrIJk04hO/7A2Osf9jegU7yJVE2DLW2fyUBomjagZIOmaWyttlDQZMegU5ibndRt0jHUVFVle20zdTYnesWbyGj//IqqLL6kBUCT3cWybeUsOiwvLLGKg8OtZ8zgumeWD8m6Ciqb+ONra9HwJhF3lzfy2FVHD2iZdqeHB9/dQHOri1+cOo3xWQmDE2yIpUabfO0KBYgzGTDpIr/NW1Bp4faXv6fF4cZs1PPQT+dxSK40VoSXDBU5iCkBOu+5PBqbiup4d3Uhj320JQxRiVCwuz2+pAV4x+rX9nFKzD+ef5jf4/svnTcosYWT3e3BHgFdzU16HXOzkzDoFHQKTEuLJ7mbGhTNTrffnZQWl4d6e8/DPpLbuo939PjHW6husvcam83h5t531nPRI0v5y9vraBnhQ0wURcGs16EoCroAg0XC1e7bVlLv93jZ9vLwBBJCblX1JS3alVha/R5PHZ3s6/2lKDAjP6Xf66tstHH9v77h9Ps+4Q+vrqbF0b99u9rmpKCtHopb1VhT3hi2Iq7ba5upazseeDRYVd7oe80doNucq5eaLXXNrfxn2S5eWb6bxpauNzuE6M3+2qErzLmtxFtAWdO8yc0fShvxDHDY5YWPfM6qPdVs39/Ajf9eQVH10BS2VlWVnWUNVHWqtRSsOJOBY0ankhsfxZjEGBaMThkWvfTeWlmAva0eh9Pt4dVv94Q5IhFJ5JbpQSyzl/maV+2uGqJI+mfNnmp2lTcyIy+F2WPTgn6fqmk4XB6/7rE2lwe720NSlAnDEF6ZtLo9bKxqwur0kBsfxZTUuJCcWEwB7ujH9HEqzL++s8Hv8X3vbODlm08I6r0eVUOnDH4X6v21VpxuD2MzE9D1cdnbayzsbvA2CMYnxTAzIyGsJ/XchGhGxXvv0vYUh1mvD9A7o+ccdGZSDLf+aAZPfrrdd6FSVG3ln59s5a+XHNHje59d+gMrdlQC8N3OKmLNP/Drsw6O2Yfs7q51XGxulVD0rN9aUs+mwlrGZyYwf3Jml32gc6J5GLQ/+0yvKF327c4JvEWHjsbudLN2bw3jMuO54rjJWFtdfLezErNRz4IpWRiC7En21KfbKKppRtNgY2Etb64o4OoTp/Q5bofbP/np0TQ8mtbnY9JAeVStS6Kn42c5PiuB1DgzdVZvAsJs1LNwWk63y7M73dz8wnfUN3uX+eXWMp69/thBm0Z5V52VgoYWogw65mQlyVTDIdY+DKux1UV6jInDc5IwhHgffX3FXl5ZvnvIhppOyE70/VunKGQnR/PWyn0Y9AqnH5pHbB/3sR/2N+B0+yc+XvhqN3+5+PBu31Nnd2JzuhkVH4Wuc1XzIDndbq54Yhn1bb/VU2bl9uu8mxZjIm2YDZXpuEuGe+idiDySuDhIWexOvtnTwFGTM9lYWIsCxJgNfsNHVE3F2uoi1mxAURT2lDfy7upCxmYkcOHR48MXPPDJhhIe/3irr8vwn358GMcckt3r+3aXN3LnG2tpbHEyKz+Vv1x8OLWtLtaWN6ABMUYDx+WndttNf7Ctq2ikxuZEA3bUWYkx6ruM6R4siuLtWt3xcV/UNfs3iNtPqD3RNI3/+2w7i9eVEBdl4PfnHcqccYMzj/zzX+7grZX7ADhiQjp/vmgu+iCTTlanm931Lb4PoaDRRn5iDElhbjgHc4I2G3RMSI5lT4O3kO7o+CgSzEa/Oi0Ol4fdFU2kxpnJSYkF4LRD8/ihtIGlm8tQNQ1V06hq7L3Hxfe7/BOYoU5oPvHJVj7fXIrJoOPXZ87iqClZIV1fT9Jizezr1CslLgRZi7V7q/nT62t9x7OfnzKV8+aN9fsbg0GPy3ngAjlUs8L0ddiEW1XxaPRaZyUYiqIwLyeJtRWNeDRIjTISazLgVlXfUChFUTj/yHG+gsp2p5ubn1/hG8Y2b2IG91x0eFDbsK+q2XdM1DTYU9nUr7gzYszoFWj/dlKjjRj7ecEyEHsarF1mJIrqMLRJr9Pxf9cdw3urC3F6VH40J7/HWjd7Ky3UdkiEVDTYKK6xMrHDxWF/VbU42F7bDHh7AH5fVs9p4zMHvFzRva3VFurs3vZGRYuDnbVWpqf3r65Zs93Fs0t/oKTWyoIpWfx4/rguv7kN+2p56etdgxB58KaNTuH2s2eyeF0JCTFGfiip98WwZEMJz96wEH3bb3NflYX9tVamjU4hLSHw0K5Az2ckdl9zYVlxLfVtvRLXVTZx+rgMzP0Ycv3K8j1+bazPN5dy/SlTe0281Nud2N0e0mOiMPdyQ2OouVWNfW2zpmXHRbG73kq1zUGSycDcnGRi286tFx89gXUFNTTbXUSZDFy+cFKYIxeRRBIXB6mrn1qGYvSOezUb9fzr58fy+/+u8vsbp1vj/L99Tl5aHJceO4EH3t3U9ko576wq4JYzZnL0lCxqLa2YjDoSoocuq/vFllLA28hXgK+3lgWVuHhs8VZfJfUtJXW8v6aIxOx4310pu9tDYaONQ9KGpkhpo8PtW7dC6Kauc3jULnc8WpweEs3BX/wY9Dq/Ow/B5AhW7a7mw7XemWua7S7u+98G/vebUwacQW+wOnxJC4A1e2vYUlzHoUH2vHG4u3Ydtbs9JBG+xEWtzcGmaguqqnFIWjyjEwLPqe70qBQ0Hpj9Z39zK4c43cS2NY4sdie3PP8d5W29SW45Ywant41hP376KD7fVOq7QD519uhe4+p8N7nz45ZWF40tTrKSY3yJI62tV5PZqO/Td/3V1jIWry/xbqdb5S/vrGfxHxdhGMKLQLeq0uz0EGvUkxsfzd4oK/Wt3t/lpOSYkMTy9bZy33cCsHRzaZfExWBMQNxkc+JRVVIC1F9oaKtAb3er5MSZmZud3GsisLjJxobKJjQgLyGaOVmJA/5t58RHc3Z8NBsqGylqslNX3kC8ycDC0clU1NswGvS+ZBzA5qI6v9o7q/dUU2Np9c0a1Sd9GN6xbFs5n2/eT3piNGcdORZP+0ByoKnVjRqGHhctzq7D3jrvr0mxZq46IbheJZmJ0egUxTfsxaBTSO/mAq+vrE7/aVttbjUsn9lQU1WVt1buo9bSyvnzx5GdHJobFYG0uDx+PXBsAxgm+djizXy/qxpV09hZ1khSrJmTZ+X6/U1lP4c49FeL041TVTl++ihOnJHLsu2lrN5T43u9tN7GPz/eysJpo2iwtvLwB5sBiDbp+cdVRwcsTp+RGM3h49NZV+BdTkK0kRtOmRpw/Q6Xx5e0AO9+vaG6ifmj+j6czRagLehyewAjRdXN/P3DzdQ3t/Kjw/O5ZMEE783Feitb24axmAx6TshPIyaC6tStLm+gqm24WfuNF/Cee7ZWN3FkbirgnSTg5V+eQGmdlZyUWJm6XfiRxMVByuPRMLQdCxwuDyt2VNDczTj50roWHv94m99zTTYXf3l7PVNyEtlZ3oSiwA2nTuPsuWNCHLlXVlIMO0q944gVBTJ6GfbSrtnuPDA+GoXmVhcd7x1pwM46K7vrrRySGudXkb0zi8PFjlorqqYxKSWO1H50x8uONVNssfu6R2fEmtE0DbeqYdApg9ZFzhTgYqu7Yo6tbg8NdifxJgNWu4sP1hShKGDvdCINdPHfWUOHMdEa0NLqxuVRB62rcX8F2nRDGNvLblVlZWkD7rYLhLUVjSSZjcSbDxyirU439XYXrW5PlySUzeXxJS5u/8/3vqQFwL8+/8GXuDh0bBqPXXUUGwtrGZMRz/xJvd/hNBr02DtcEHX87lbtruKv72zA5VEZn5nA3y4/kuZWF398dQ1l9S2MzYjnvp8cQWp8cBc7Gwv9ZznSNKhpah2yxn1jq5NlxXW079mTU2J8SQuA3Q02LE5vvZj0GBOHZSX2OZHh9Hj4y5vrqWy0cf78sSw6NJ/MDhfZOkUhK6nrRbfZoKNjWZq+zgTx2rd7+M+y3QCcNTefX5w6zXd8qbE5WF3WgKttvyq3OihqsjE+Oba7xeFRNV/SAqDEYic3PoqsAEmRvsy24fR4WF5SR3OHfc7icPHXdzeyelc1AEdNzuTuC71dtTvPGKDXKcSag/tsxmXGU9fc6iteNyE7Kaj3bS6q44H3NgLe7ysxI5akDolGdx+HijS0OmlsdZMSbexTMrmzUQlRFFv8ewh1nhUnGJUNNp5cso06SyunzM5l475adDqFn588tdcK/+sKavjH4i04XB5+csxEzu2SgPPKiDWja+sFqOGdtnWkJy08qsplj3/lG6rz8YZi/n3DQkalxg3J+p2deuMM5NPeWXagjotep7C7orFL4mLOuDSMegWXJ/TjRPbWt7ClxnvR3mKxU13RzJdtN7g6WrKplCWbSknrcE5yuFQ+3lDMjadND7js+35yBHanE7vTQ0pcdLez0AUaDuPu57b/ZMFElmza73v/xKwEktqOrXe/uY7qJhuqBv9ZtpvxWQnMm5jJzroDtUScHpUSi50pvexbqqaxp77Fd04blxQTkqEZqqb5khadaXiTah0VVlvYvr8Bu9PDrDGpgx6PGL4kcSEAbze07OQY9lZ2LTqkoaF1M0BxZ7m3a62mwf8t2c5JM0cRO4CGV7CuOXEKP5Q2UNVoJy8tjp8eMyGo9506ezT//eZAoZ+TZozCqsCe+gMHfA1vUbNttVaqbU6Ozu1a0MijemfpaO+WW2VzcMrYjD5nt2dnJhJnMmB1ucmJiyLRbOCr4lqaHG5ijHoW5KYMStf0hgCFOEutNjLj/BuhFoeLZSV1uD0qLreHdz7b6euhEsgnG0p8F8WBzJuYQUK0EUtbUuykmaMGJWmRHGfmgvnjePt7b6+LuePTmRmgSF+Lw0VLq5v0hCi/7zDBbMCow3ehZlAgMSp840Bb3aovadHO6nL7Ehd7661sqWkO+F6zXuerA2C1O/1mDQBo7dQgOCQ3uU8VukenxrK9wz6QmxLLH19bzdaietzqgZ48+6osfLKhhN0VTVS0JU6Ka6y8snw3t/5oZlDrygxwlzwpZujutqwub6Rj035Xfdc7hpVtja/S5lZijHqmp/etwvxPH/uSprbfwz8Wb8Pj0bjo6PEU1TSzYV8tYzLiAjagk2JNNLZ9DwqQ1YdkTnWT3Ze0APhwbTGnzBrNxOxE6u1OVuxvK/zZPhwDbwKzXaDhIx5N61LeuWPxR28CVmVVuXc4XIxRz1Gjkkno5fzwyd5qOqdEq+pafEkLgJW7qvj3lzv42YmHMDU3mYuPHs9bKwsw6HXcesaMoMex33jadO5+cy3FtVZm5ady8YLghkDuKG3wDb3LyYjzS1oA5MSZfUNF3KqGR1Uxd3PcK222s6atgKYCHJ2bQkY/p//Lio0izth1Ct++uvvNtZTUWlE12FfdzAOXzuOwcb33Zmt1efjLW+twulU04JnPf2B6XkrAoSXxJgPH5aWx32LHbNAxPqn7JNlI8Y/FW31JC/Be6L6+Yi+/OXt2SNanaRpbaywUNdox6nV+v2mAhn4WowU4bGwaX2wtA83bHpqV3/XiMjMphoQYE3UBZrAbTLU2hy9pUd9k53+f7wC6n8JdwbuvHhg+qxFt7L6dta2knsc/3orN4ebiBeP50Zz8gH8Xbepaf0rV+lcYNDUhil+cOo3/frOHuCgjt589q215GlVNNr/OYWV1LTDR2yOq40+/Y702rS2Zqlf8b4jtrLP6Eh7lVu+wsJ4S1v2ltMUTqEAw4DdEeuXOSu55e73vs/zt2bM4cWZuwPeJg48kLgQAJT1UfdYpCrPGprBqd023f9POWxMj9Bcan27cT0WDDZ0CRTXNfLWtjLGZibg9KjPzU3xjGDt7f02h79+qpvHR2iImHtL9Xedqm5Nd9VamdOp5YXN7/MYSq5r3or+viQu9TmFyh4z4pqom33ARu8vD1moL83P7XzXfF5/atduhJUAyo6DBhqftxFLbaO8xaQHw+MdbmZyTyPiswGOeU+OjeObnx7JiRwWJMWaOmdr7cJ5gON0ebxftw/OZMy6dIyZldLlb980PFTz03kbcqsbssance/FcyuttPPLRZqytbn50/ESUjuO/w3i3L8aoJ95koLlj9+kOLZP2seCB5MWbMep1aJpGY0vfZooJxoVHjefPb67z3ZV2ejzsKGjs8neK4p2hoMnm9N2J0zQt4FSs3clNC3B3qI/fi62tQRrdjwRZX7tON3dq+Hf8zppsTprtLkalxmJzuPliSymKoviSFu3e+K6AHx0+hnmTvPWGdpY18czn27n8uEkUVVsZn5XAqJRYLjp6Ag+9vwkAo0HXbeM5EFeA3lE3P7+Cw8dncOEJXccP6xQYnRCNy6OyuryBapuTRLOB+aOSiWlr4Jv0OsYkRlPUVgMkzqj3JUL3NrSwrcbiu5sO3s92Y2UTC/O7vwB2ejxdkhbgrSHR2afrS/jZiYcAcNUJU/jpwknoFCXoOjfgTf786/qFQQ9RcLo9vPbtXrYW1/kuHKICJJZnZ3qPh6UWO+sqG1E1yImL4oicpC7rKejQZVoDCptsQScu3KrKlmoLdXbv3dIZ6QnMzExgZWmD729iAoxzv+O11WzYV4vRoOO3Z89mQYdhlpqmUVxr9bswKqy2BJW4aLY7u/TEq2q0dVsTI8FsYFR8FGa9rk/f23C1cmdFl+c69xgaTEVNNva2JZHd7q7Htugg6tKomkZ5fQvx0Sa/eii/PH0GaQnRlNZZmT8p028f6qhzYcvO6u1OUgYwzNjS6uTb/QdmXCqrau61EKiiwOET0lm/t4bmVhf56fGcP39cwL91eVTuemMtNqcbTYMnP93OpOxERqXFeY+LUUZSe4i/Y4+9jjRNw+ryYNbrAk5Lv6eiiX9+4u3p3Nji5I7X1/LyzSegUxTmT8rk+11VKG3Hu8PHe+uGHZaVxKrSejyaRlq0kTFtyQCby8N3pfU0O93EmwwcnZvia6tWd+oFUWNz9Jq4qLe2sqeiifz0eLKC7O2sKAqj46MpbDpwM8CkV5iQHEuCyeA3ffTSLaV+CaDPNpVK4kL4SOJimPnzn//MPffc4/fc5MmT2blz56CvKyMhip8unMSUUUk88O6GLq9nJUVT2am4X7PdRebA63b1an2B9+5b+wnqze8KfIVFvVX5M5iam8Kc8f6FIK2dTiJfby9nwpSeu8tXtziZ0ulmQoxBj15R8LS17hQgYRB6Rjg9qu9grUGXQmseVWNnXTMWh7didV6QhTzLrV3vrDQ7uzYoFMW73sbmVj5eHtwUVOX1tm4TF+BNXpx9RNfuwnand47uYC4YKhtt3PPWOoqqrcwZl4bL42FTUT0K8MWW/fz5orkckpvMM5/9wBdbSjEadLg8mi+7v6mwjq+3lfPat3upbrIxbnQySoeGsluDapvD7+Q5lHSKwqGZiXyzv8733OryRk4bZ6TJ6aan3qYtrgPfY25aHCaDgtN94A1HThxYMdQjJ2XyxM8WsLOsgSmjkvnViysD/l1ynJlTZ48mPz2eLUV13kSHovTpAvvISZmMz0qgoK3n10VHjw96SISmaWyusrCvrWE0KSXWrzdEq9uD06MSbzJ02xXWoFNw9aH8vdahs3Vpk411lU2oQFNNM28t24uqaUwZlYi11e29KxZAY3Mr20rq/aaf/nZHJd/trETVvMnN+35yBCfMGEVeWhwltVamjk4OusEIkJrQ9UJY1WBdQTUT85KJSz2wLO8MD4lsrrbQ2OryfR5NDjebqiwc1SGRemhmIqPio3GrKhmx3l4GVqebLd1MF9hbT4BAqabsWBNHTMzi+Y+3+l2QqJ36exgHUBxUpyh8saWU55buQFEUrj9lKsdNz2H59nJW76kmLy2O8+eP46lPt/PZ5v2+FvXYjHgmpccTbdBhb7tAy0uIJsqgR9M01lc2+WIut7ZSbm0lN96/d0bHGZ+UtsfB2l7b7EscNTvdtLg8ZHW6EI43GWi0tvKTf3zZ5TjicKnc/+5GPrnjwEWnoigkx5r9CgPmBNm7Jy0+iqm5yb4eKfHRJmYGuBMP3qTL8pI6mtoS9bMyEkJypzdU3vhuLyt2VDIxO4FfLprumz1i1e4q1hfUkBofxcmzcv2GyeWlJ/BDh6SS2QAlNc38sL++T73gglXZSwHtzj0uO3O4PPzh1dVs39+ATlH49VkzOantAtJs1HPl8ZO7vGdXeSM/7G9g8qgkpuYmk58Wx7b9DV3+rt2ykjrmZCX2qyh5vd3JspI6v+dSAgyz6yjapGfWmFRuPn06JoMei81Jclz3w5SsdhctnYbJljTY2N5s9yXVO55r9J16FQTKx+1r8A5raa/RdnhWIiaDDrdHJTM2CoNeYV/VgWOoqmnUWFqxO9zERhn5w3mH8uHaYuqtrZwwfRR5bQVWM2PNnDEhE6eqEm04UF/qh9pmX00Zq9PND7XNHN42LC4l2uRXl6O3hP/eiiZ+/Z/vfT05k2PN/P7c2UHN7HdIWhzVNgctLg8KB84fmqbh9nioamolKymG1PgoX28YnaJ0Wzh1sBRVN7N2bzXZyTEcPSVLZjGJcJK4GIamTZvGF1984XtsMITma4wyGXzF+2o6TbEGcO1JU7j3nY1+z+WmhH4susXu9BtzD/jNhlJQZWFftfdu32/OmsXssal8uLYoYDd0g17hkLQ4NvZQTb7zdHwATlX1JS3A2+j8sriWtBgTh2cl9bsRPTYphrK2MdcAEzo15FaXNVBp825rRYsDDYI64SeZup6MzB2KOtTbnexpsFLW9jl+s34/niB6OEYZ9UzPC9wjpMHq4P01hbhVjTPn5Pu6trc63dz95jo2FdWRFGvi3ovnMiknqcf1PPnpNoqqvfVE1hYc6PmjATanym9fWU2MSY+tbb8IWHzT6fZ1sXQEKGI3WDf8VE1jc1UT5VYH8SYDh2cnBdUTp9rWdRrDL4trcfYyRrbz3fQ7LzicO19f63tc0dD7zCG9mZid6Ltrmhhr6nI8+Oslc5mam0xslJGjp2TxxM8WsKeiiUNGJTE2M/ihFFFGPf+46ih+KKknNsrIxA77hbeAlwWPpjElNa5LkqnJ4fYlLQB217cwNjGGWJOBfY0tbGprCKZFmzg6NyXgHd6sODP7AxzreuNRNda0HUOKyxtZsuJA4didZT3PVOHSYMXOyi7Pt7d9ParGk59u46lrj2FCdqLfdH/B2lJU2+1r5dXNnDclk6ImGzFGI4dmJfBdaT0tTk+XoSCVLQ6Wl9SSGx/tGwud2al3QOdx9P7b1P2+7HB7KG1uJTPWRFVbz6EovYJOUfi4oAqdTkHt8FuY3Msxoy+qGm38/YPNvu196P1N2F1u/rF4q/faRIPa5lY2Ftb6eiLodQpTRydz8+kzcLo9rC5voMbuosRiR69TmJWR4HeOAHxTEXc0Mz2BxtY67G6VOJOeQ/pQ76Cx1T8hXdXi6DKOvMrm5Ml3Nnab/PSoBwrpgjcB2NDpgreiIbgii4qicP+lR/Dpxv20Ot0smJKFy6MGHGpU2tzqS1oAbK2xBBxf7/KotLg8xJn0Q1qkt7Nl28p5d3UhsVEGspOi+XjDfsB7Z7y83sZDlx3Ju6sL+dfnP/je89qKvTxxzdHkt11Y/u7c2fz9g82U1jXjUcFid7G2oJa1BbVcumAclx3X96l4e5IeY6aim7oCAEVNdialdL+/Ldtezva2pIOqaTzxyTZOnDEKRVGoa27lH4u3UFxr5dhDsrnqhCl8v6uSeztMm37tSVN6TFq029vQ0q/Exc66rj0RR2XEc8xho9m2twYDGjUW/+1/8NK5TMk9kEzrrv7Syp2VLN1SyqScRA7JTWJnWSNoYDLoaNA8GDpcPu2tb/ElLmalxbO+Q+L2iGz/hFRDq4tNHV7XgLXt7U9NI0qv49TxmUzNTfJ7X2ZCFDFtQ0dNBj0/7qaHiE7x9ta1Oj2kxZjQKQqOzjfEOvS+mZYWj9ujUtJsR9W8M6zFmQyM6yYx/u7qQr/hpw0tDn7339W8dsuJpMR3nwhrdXtrQ83PScataUQb9b4kyfqCGu58Yx2qpmHQK9x3yREUVTezfX8Dk3IS+dlJg/u76KigsombX/gOj6qhafCTBRO4IkBCTkQOSVwMQwaDgays0E8RqOt4RzpAg+vjtur/HbU4PESZQjtU5O431lFU3X3XeThQHP6tlQU8+tHmbrsO5qbG9ditUId3vF+d3Ulps50Yg55xSbG+4RQduVSNSqt3irfZ/ex2YutU9btzw7c9adFuS3UTo+KjujTonB6VwkYbGhr5iTF4ApTh8mjeoSmaplHUZPdbb0s3hVo7c7g8WFtdJHe6c+PyqPz6PyvbGrwKSzeX8vwvjiM+2sgHa4vZXOy9S9Jkc/LY4i08fd2xPa6n1tLa40UP4EtaBJKRGM3x00exqbCOVburKK9upqXVSWy0N26TzjtUpLDRRnKUMehpUVtaWiizq0zqMAtNQUMLhW13QR12Jxsqm1gwuvfhPoGKePWWtABo9fhv97+X7vB7XNzDMLBgqJrGB2uK2FpSz+ScJG790UzueG2N7/UFU7KYOyEDi83Jmj1VfL65lOIaK/MmZnDq7APdO1udbjya1utQMpNBz6xOd288qsY3JXW+38OqsgZOHpvuV/8l0P7haZv2tWMPgFq701t8N8DMQfYgh4q03yFvT540tHovtD0elaUrC7t/Yzeye7lLWFrXwm9eWsmT1x7T52UDPP/FjoDPqxqcOGMUE1PimJgSh6Io3i7MPfyW6uwu6uwuzHoduQFmvunpjp1L1XB5VN/QpoJGGxaHi9RoEz/UNvt6LcSbdKSYjFTYnJS1XURnpsZR1uG4v7OskS+2lPruAA9EbYdkMXj3pS82ewv7te9Wq3dXccjoZGos3ga+R9WYlJ3Ih2uL2FzawNQpGShtx+HCRht5AS6IAiVHm11uWtu2u8XlwebyYNAplDW3ogCj4qO7HUaRFRtFXRDHamtrz39z7zvrufvCwzHqdShtdzhrm1t92x5ohhaP6h0WltSpqGa0ycB588ayfHs5Nzz7LW5VY97EDO66YA6GPib06+1OVpTW41Y1zHodC/NSQzIdcW/2VDT5irEG0n5x/9nG/X7PO1we/vT6WlLjzFxyzATmTczk71fMx2J3csHfl/r97evf7Ru0xEWz082WKgstzp6/9841LzrrnGjzqJqvZ9AjH21h474aVA3e/n4fWckxvPiVf8/ff3/Re0/gvvYy6qipm/166vg0po5P44Ovuk7F+tnmcr/ERSCfbijhHx9vBbz1dOZNTOeq4yezfHsFBVXeKYIzU2K7JNk0TfNLWgBUWO1kdzgWdBwOGkirR6Wwycau4nq/56ssrXhU74V9T7ZWWyhotIGikBxl5NjRqYxLivFLaDo9KusrGpmaFk+0UU+82YBq8V9Gd4kLUzdTrK7eW82iQwPPUuarnaZ6+yjOG5XsGx6kaRoPf7jZd/52ezSeWrKd525Y6LeM9mGYg90bYtn2ClT1wHH+k40lkriIcJK4GIb27NlDTk4OUVFRzJ8/nwceeIC8vMAFEh0OBw7HgQOWxRK4C28gCzvUI2h1dU1cbCg80EVPAaJMeuKjBydp8b9V+3h7ZQFxUUZuO3Mm09ou/Dyq6tfVsjc91e4Ab/HAHu8QAvstNn5oW46GN2M+JysRXdvrHWn4T/PWFw63h41V/ndnCxtt5CfGoGka7+3uelfWpcKa8ka/7tuq5r3Is7TFUdhoIzO26/fS6tHakhtdTR2Xyqot5b3GrAGFVRZGd6pNUF7f0mGKQm+dgyue+IrbzpxJs92JguIt+qqBxdZ7w3tsRjyFvSSrOjMbdDx02TwaW1zMHJNCrLm9i2URrXqI7VCM06nCNx3Gyc4fldzrsJEPdlXQ3uzbVmdlblYCoxNjaexU96Dz487cqsaGykbKm/t+px8gLdaExeGizuZg9Q+Vgz4F3f++38e/v/Q2QL/bWUlCp2KZW4rrKKi0cPvL3/t1qS2ptRIXZeTiBRN4b3Uhzy7dgappXDB/HFedMJm3Vu5ja1EdGhpTc5OpbLQRbTJy9UlTiO7UQ6Wgwdqlh1Otzel3EZMcZSQzxkxVW3JvVHwU8SYDGl1nudxRZyUtxkR6p9oJvTXkAQ7LTKCh1U1ajInctgZpjNHbmHO61YBJzZNmjOKrbWVA14JxqbFGzpiTz7+W/uDXy6nj9KgAeyot2BwuYvpRQygzIYaiWv/9wqhX+M2Zs5iR135s1dDrvBfPwRR4bGh1BUxc9FYnxOpyk6w3sa2mmT0NLSjgG+7Qrtmp0uz0T9KecGQ+y9eUUNI2jMju9PDIh5uZNSaV9G6mDg7WhKxEspNjfL+d3JRYyur9h/aYjXpuOWMGsWYDRdXNzJ+chc3h4l9LdzJ5TNcCzp3HjgNoWtdG9+66Ft8xWNW8haKtLo+vN8K+RhsL81IDNtgnpcTSYHdS3sNd9YlJMYzNiGNXeffn/rV7a1i+vdyXBLrzgjk8+O5G6q0OfnR4PkdP8b9RUlTdzB9eXU291eE3Fj09wczzvzgeo0HHox9t8XWZX72nmm9+qOCEGaN8y8iNj2JfQwuNbds5Iz2hyzZur232LcPpUdlVb2VOVlK329FfDre3Lo6xmx4dHbvtB9J+TMxMiqaoUxHl6iY71U127npjHY9dOR+TQc+f31zXZRnBDlDzqBo2t8c7XDVAQkvTNL4rrcfu6tpjqsuyevmD46bl8O6qfb5z+eXHTeLZz3/gvTVFXf52W3E9LZ2G4gazTVEGHbMzgrvRU2tzsN9iJy3GzOiEaBLMJuy27vf9tMRoKuv8j3sTMv0T1mV1Vp5p6yVz/anTSE8w89bKAr+/WVdQy90XHs7Ly70FjlduKuOc4yf5bgdNaJueOdCxr8jSymEdyn+kRZsCth07UlWNZdu7tr+qGmyMClQHqo13qvQD29vQ6qKqxUFOfBQn5KdR1tzKrnorDQ43jQ43Da0uThyT1iVhr+JNNgQqpHzxggl8vbWUVrf/t3vIqKRu49rboXaaBuystZITF4Vb1VhRWoetU5vZ3unxJxtKvN+RpnHtyYdw5uFjul1XX6XGm31JE52C32wzIjIpWnfz+oiI9Omnn2K1Wpk8eTIVFRXcc889lJWVsW3bNuLju95BDFQTA2D03E2kTvBeUDUUpZA6oQZ3q5Gm0iTSp1Rhb4yGplR+eW009pok/vF6Cdmzy2goSqG1MZrcw0uo3pmJ02pmwoISqreMZuaoHP5+XzSPPw4OB9x1F/zlL971dfz3pdc1cc9fICPZxF/vjObhhyExEa64Av75T8BsY03LGkrX5RGVZCd5TD2zdEdy6Awjs2bBT35TSExGE9FJdmp2ZpKY24ghykXd3nSSx9RjMuioLkgiZXzXbbJWJpA5vYLmygRstbFkzy5javRUqutMnHyRjbVfRtNYq+OMy2wsez+almaFm3/l4ekn9biccOGNVt7+vzhy46OZf1kNbz3lPYlceKOVt56Kw2iC3/9axxv/ivHbpsxMOPtsePZZyM+HhQvh5ZdhwkSVpDF2PnpPz7QZKmqinbVfmZk0y0VMvMqe1bFc8qMoNlY0sn6VgdkLHNiadezebGTuCQ5qyvWU7DLwq2ui+OCbVvbtVTjvYg/LlmvUlOnbtikKT5ORYy9u9m3TOT9r4eOXY33b1Hk7QEM3cR2bP85HZ1DJO7KIohXjMES5yZldSsmqMZjiHGRMqYLCQ7jgpEzfNk2cpDFhsovr7ywjutP3ZI5xc4hxJjscP+ByqzQUpXDZRTFMz8pi9Wo46ywoLoYNG1WcWXv4fo0b1ZJI3mHl7N0W22XfyzuyiPJNubhbDYxZsI+SVWNQ3TrGHbcHZeccZo1JC7gfltqsnPpTK+//O47YeI3jzrHz8SsxJKWpzD2xle/ejeeo6dEsXAhPPOvEnGVnzBQ3O5bFc9w8E/n58MhLVt/3tGmFmWlHOJk/KoXXFtuZNM/m+57mnehgtJrK5s1w4YWweTPs2gWXXw7Ll8P6HQ4OP7uJtV9Gddn3ev+e4I4/adz3V4XyukbiD9kZ8Hs6ZZGHxm3jmTsz2vc9TZ4Ms2bBW295/5+fDx9+CPPmQVISfPaZdz99esk2dm6OCXiMsFYmkD2jgixlNBu3usme5X+McJfmcVhOHttM3/h9T+ydTlGljXHH7WHfsokAvn+bDDq+f280992nw2xWuOUWuPEOG8YYj9/3dOVFRj5+PZr8fDj2WI2XX4axE1Ri81r4arGJ444wMnG8ng8/hNypdhqw+b4nBdi/OYbLzouisRHfvvfZegvbtuo4elErRTuNlBXqOe4cO9vXmny/p81fx1BTDZde62Lb54m0NOv47W/h1ntaaLFrtOZ+x56vJrRt017f9o0/bg8Fyyei0/v/nmYeU8vopiNZunMPKZMqfMe9vCkWdq/KJCathfgsC1XbsvnN5aOYPsUc8HsC7/506qn4tulHZ2q8uqSCb1Y6SDmk3O+41/49jZ5bQrpzGi57FGddbufL94Lb91KjjTx4r5Fb/+BEb1L5w6/1vPCkmbh4ldEL6/jw5Wjf72npmzGkj/Iwba6T/cvSOOQQhZbUer5ebGLMFDfpOR6/41779wSwfY2J2QscVFY6WbtCxZhT4ncsP338odSVR3Ha2XZ2bIqmrFTHddfBBx9AVRXcfDP85z/Q1AS//S3dnp/uuNNDUU0zF1zVwLqP8/hsSxGjjij0fU+nnm3DXDzbdyz/zZ8b2WspI3lMPVVbRnHSSUmMneJh5ZLobrdp7lFuZmUm+b6n4konS5a7mH1cKzXleop2GvjReR42bsRv34tujuOXv9AH3Karb2rlrgfdft+TXoGrb2vljSdjqW+w45y4ln3LJvZ4LL/tugT2rBzld35qP0b891UPNbpS4lJaUcvyqTftp6y5nto93nNux3aE5jQxzjiBYuM2v+9pTupkVEsSxnG7+WFjNOmGDO76XQxv/c9DXa2OX9+q4z//gcZGjWtvdvHc/+kpa3By5s+beOupOBTg1t+5+ejZRFQNzr6+if/7u4mUOD33/M7E3/6mBHXO7XjcmzlTwxHfwuKPYNIsJzPzotn8nfcYWdlo48mX64nLr2RUfDLr1ipd2hHWygScjfE8/KcUXnzTwvZdLrIPK+72/KTbN4OSKjt5x+zqctybmJ3AW/9O5d57FcxmuOUWePhhSEjQWHBWC08/pSMuxc2cE7y/p5xclSvOjuGd1w1+2zR9hkapvr7X31P7+enXV8ZSXAybNysBz08FhSoLz2hkzfIYWq0mNuqWBTznXnJtE/97KRmnSw14XNcZVH5TdQ2La68mWt/MsYkf8Fn9Tzn29ss55xylx+9p1iyISnXw33dcvm0qXBfH/Pku9rc4u2xT/NhSdmxz0lKdQPLkMt9xb+wRlZwz9iiKi+G66+Ctd9y8+Ol+Rs8r7LYd0XE7ir6ZhKppjFu4h5IVkzhsUhp/vsPMv58wkZgIl1zq4dd/tXc57p14nI5339Az7RCF046O4tXXVTImtJKR42Hzshhixze3fU8mph3hZFZ6Ai++2UxdzB6/c+7Pjz6CNetV4iYUU1YYTaI7gwsvcfPmBzas9VH84ddR/O0la1s7ws6y96NJ1KK5508GHn8cqi0ujruyzu9Y/tWLKdTanH5t2DMub+GLlxOYMiqKK65QePBvLixqE8ec5GDnt9lk5bj5qGg15ZtGEZPWQkpOM2rpeOzRVeTnQ6btEE5YaPSdn/JmtVDV4mBb2/ekazXSvC+BuSe0snJbK9+vsKPP2ef7nm65wYSuPpfiYjj/klauuqPQ7/d04pSx3HOXsddrjfZ/d/w9dT5GnP4jlRt+X0O9WseEmS1kNMxi7qGmXtpGGo8+KnUwwkUSF8NcY2Mj+fn5PProo1xzzTVdXg/U42L06NGc8Me3MET5F2RLS4ymNEABuc7TO3XnlJmj+HUv03qtK6jhT6+v8d0B/d05s/3uwgC8+s0eX2a7o2euW0BeegKn3/dJr7H0Ze7wa86ffWDaqE53fCYkxZAaY2J1h+nq4k0GpqXF8n1517HrCnDu5APpdbeq4vT4F0rqaE15A6U93Gk/bnQq9a0u31RfgSSYDNhcbtw9bO7ExCj2NAV/R7+ytpmPvt7Ta3Xudi/eeBxGg46dZY38/YPNONwejpqUwd5KC1Wd1vvvGxZSUmvls037GZcZz+XHTe5SGOuNFXt56etdQd+F6s77vzvVr7hjSU0zJbVWLDqNVo1uZ6zIjY/iiJxkmp1Olhb6F/86Pi+V5GgT7+7qWiH+vMnZfFVc6zf2vPM+0dnq8gbK+tnbon1/tDjdPPfORtQevjC9TuHp647xjbfuSVF1M898/gMtDhclVc209lLw5ITpOXy9rbzL9zUxK5E/nn8oVz21zO95o14XcLx/u4cvP5KoWBNGvY78xBhWltZR06lL/GnjMogy6FhX0UhpcytmnYKKRnvnMB1w8th0Ytu+/88Lq/2GQExNi+syW9Dn+6qDnkpSwVuTpn1YWPv+8MqHm7G1Bj87iV6ncMVxk3nhq967Vb/96xNJiAn+jtDSzaX8/cPNPf7N5LGpHHd4W4+9PnTD1eE9L3T8zo/PT8Wo0/F5YfczUJ03OZtVZfWUd6qjkBFjorqbGWgKSxv4PMAQnJQ4E3deMIc7X1+LtdVNSpyZR66YT07KwIs8nv+3z/yKOc8Zl8r9lx7J1uI6Smqtvor/7caOSuSEeWMxdNOVut15bceC3fVWtgWY4nhMQjRFFv8eKAvzUnucueDjvZU4Op/v2k6yr3y0DVsvQ0UyEqL4yyVzeef7fdRbHSycms0PpQ3UNTs4ZeYo/vHxti53RfvqrMPz2FhYR1l9C6MyEzhmTh5JsSamp8czvq3OgqpprNhfT23bjFc5cWYqWxy+IobgLaAbbzLQ0Ory7XuHZSYyJshitZqm4dY0DIpCtc3Jd6X17S+gAGdOysKg03Ht08sprbN2ew48YkI6915yBAB/em01awu6ryPTbs7YVNZ3Op8ALJiSyZ9+PAfo2hW+oKGFzd0Uu81LiPYVWezo67ZzUDDnz3MnZQVcbyB//2gjSzcF7ol5xXGT2F9r5att3ffUvOKN33Z57ifbtwMHhrd6NI0xiTFd6kJ9XljTpTerAei8VxaXN7FkRQGdmfVw5JRsdpc3MXtMKr84bRpfbCnj8bYhIcGKNRtwuD2cOns0Ny2ajoL/Z/fh7gq/tphB8fZsaX9qeno8ufHRFDa2YNApZMaY+aq9wGjbb/bI3BSqq5r5XYchmQD/uek4bn1xpW/2MKPBW9i3vabXTxZMYN6MbG8PYUUh2qBjVFwULk3DpNORFGVkbUWjb3k99fzIiTUxb1QKDS0Orn36G1ra9qfDx6dz0sxRPPjepoDv0ykKs8ek8sBP5/mes7s8LN9f553xC4gz6UkwGzEoCsUWO822Vl5bfKA2TF5aLM/dcBzgHaZ1079X+K3jsauOYmoIitkGK1DNHjF0ZKjIMJeUlMSkSZPYu3dvwNfNZjNmc+9Tq7W6VRzdNNiDvXj8fEsZ15481Te9l7XVxbq9NSTEmDh0rLer65KNJX4LXLy+uEviortZBH710vfcecEc0hOiAhYL7ahz0mJiViJOt5vi2q6JmZ6mYRubHEuc0VswzVu8Ts+crCTWlHc/XMXpUTHpdVS1OFhVVo9H83ZjXzA6pUtX1OoA3RwVwKxXmJ2ZxJrKxh67XivgGxLSkUnnnSZL02BaejzRel2XxEW8HtDrcXrULo3eb9btDzppAXS5MAX4bpd35he9TvF1E0yLj6KxxcG9b69Hw9uF2O70cMOp0/zeW9Wp63h//eSxL/nzRYcza0wqy7eX88C7G9EbFK44cwaGHsbiR7WNuS0JkOwpsdhJDnAREdc2XCAt2uiXuAg0HWFH8X2cQrejBJMeg16huLypx6QFeLsYf7W1DE2DUamxnDwrt0vC6PUVe/h0QzH1VlePiYXOMhKjAx4n9lQ2sWJHBUdMSGfNXu/F7LjMBIq6aYiDd8hZod2BaneAolDUZOOQ1DgaHY24VG9DsL3gaWGjzZf4c3TafhVY2VYLo6ixxS9poQD5CV0vdDrXlOmJhncYVnVLKxOSvRdeTpenT0kL8H4v3+/qOgwskMufWIbd6SErKZp//fxYv6k4A03pub/O2mviOcpkCHo60I4C7R0bK5tI6aU+jN3t7pK0MOkUjspNQVNVPthb3eU9G37omiQEqLc6+dv7m7G1DTeotzp8x6K5E1L56yVH9rodLa0uqprsjEqJ9RWohK6zlKzfV8cVT3zVZSYtAINex3FH5PeatAB4b1cFh2UlsrMu8DDGQOeEnqZq1jSNeKMBh6drcqKm0dZr0gLgmZ8fy+0vr6KwuhlV09iwr9Y3VGldQfdJqL4oq29hf10LmakxnHb0OHR6HR5gc00z0UYdGbFRbK22+JIWAOVWByfkp1Jtc/qSPC5V85sFQSHwcLyK5lbWVDSgat5E9NycZPbWN7O1xtrt70HDe5FpwDvEo6dD6onTc3z/3hQgGRFIoKQFeIciXPbPrzhp5iiuOG6y30VRo8PV7W+4odXJpqom8hNj/IqIH52bws46K8WNNlyDeG+yqCrwzEgz8lI4e+4Ybux0gRmMTwuqOGVsOt/u984wo+A9rp48Nt1X+6LC2hpwCG6gVFpzN8OmHB74ZnsFGlDZYCMhxkRuPxKc6QneKd6dHpVvSuqob3Vh0ikcOSqZtBgzk1Pj/aYv1+kUv/pVDa0uttc0+77PPYoVk07B2bazKUCi2cCjK7q26Z/4dDsNHaY87zzV7Afrihg77sCwYbtbZW/b0BEFMHY6jHR3hleAiW3JxO92VPrVyFlXUMPknK5De9r3UVXTqGzyH54TbdRzyth0viiswery0Oz0/gfe49f/PvOvRVJS28Jf3lrHrvImpuQmkRRjoNF24Nt2uAaWRBXDW/hKNItBYbVaKSgoIDu7+zu6weotGRAMj+o9FK4tqOaqJ7/mgfc28odXV/P0Z95salKs2XdS1imQEmA6riO6mb7R5vTwh1fXBB2nTlG8tTeMOv5yyeEs6mFaxu46HmmqiqIoHJIWzwn5aUxIjsWtar5xuV3+Hli8t4q15Q1srGzyjSFtaHVRGKD2QJLZ1KVspoZ3Wiud0vt48e6aJEa9wqLxmZw+IZP8xBhqAjSGmz3Q6vIEHJPf3cm/Pzouv7a5lWeX7vCL++P1xX5/r2kau8oaA27b6YcFLv7UHZvTzV1vrMXa6uL1FXvRgKNmje4xaQHeceW1Ngc5AepctD933uRs33eXGmXglHHeaXU7z7KQ0eGxxeFiW42FurbvQ9P8G+F91eT0kGg2sLdTIa/uvPldAW9/v49HP9rCvzsVbLzqya956evdVDU5+pS00Cmwv4daMi98vYvUDtXGrXYn0cbuTz0nzhvj16BqdLj5vtybtIg26DhlbDo5bVNKOjy91FNwuml1e9jQaYy6BmypttDsdPv99vt6D0UDrC7VVyW+pyRoT3a39ejqTftsSpWNdn77ymoAtu+v5yePfcEZ933KIx9u9vu9Tc5J7DXxXLC/AVcQtT2C0eJ0U9Hc87Hji31dL4RVTaPF5UFVlICNElXt/nMtb7AFvMBcu7f3i8nt++u59PEvueHZb7n6qWVUdRwf3tK190egpAVAdkYspl6OKe00YH1lk9+UiR15VJUk84GEVEq0kUSzAU3TqG5xUN3iwOp08U1JHZ8WVLGqrIHabo4hll6mw2xnNuopqLL4FbgNJnF95QmTgv7NbC6qZ3x2AmccO8Gv8DfAqvImPtxT5Stq3FG00dBjHSoNSIkysaGigWXFNVgcLjweD9+XN/judO9vbmVzVSNbekhaQNvFXVtsJ8/y1vvo7ie9dEsZN/17Bdc+vdxvau3+aHV5qLG08vqKAr7cWuZ73qNqtDjd3cbc7PSwr9HG18W1VFpb2VDZyKaqJuwuDxOSY4kLMJvYQMwe41/UclRyNA9dNo+qRhsXPLK0x9lnuvuI7G6VD/ZU+Wq6aHinga9rS2C5VJXVPdwo6iwvO7FLEdj2PFD756gBm4tqmdJDXYbuFNVYeeTDzWwsq/edu52qt6eQS1WZlBLLtLR4MmPNHJIa1yVBXtapELBTw5e0aI+tor4lYHLfpIfucqOKAplJMdR2U6xXa1tXME4ek+YrnlkboDdooBg0Dpw/T5l5oJ3mUTXWljfw4e7KgL0Zm1ucAW+artxdRW1zK9/tqPRLWgB+s6YFUlbfwg3PfsNP/vEFb34X+KauGL6kx8Uw85vf/IYzzzyT/Px8ysvLufvuu9Hr9VxyySXhDg2A/XUtLP+hwpeoaPfB2iJ+dtIULls4ib0VTewoayQvLY7rTp7aZRm5qXHcddGh/OXNjQOKZWZ+CjvLGlF0cPPz35GfFji7vr+yidHdTNn4RXEdJr1CapSRWrsLV5DdEPY3t3ZpgFsDJDvGJ0UHvMNWbGmleACJpJhOjWiHK/DJzBVgcxxONwa9DncvF4X9VVzr3z2680f6wlc7KeimGFp/kmutLg9//3AzUW0Xy5lpvXcpVvEW6zx6VBL58WaK2y7GxiVEk94hEXHOpCysTo+vUWZ1utnZqft3icXOoVlJ7K23sqXttd31LUTrFVTo2sW7j/Y12pmSkcDeIKadQzkw+8ZXW8v9fn/lQU552Nm8SZlMykli5a6qgA1sTYNPN5b6HldbWkmJNdLi7HoxYjLqycnsfiiL3a1SYmllUtuUkbnx0eyqa+m2p4QGfFLQ9Q4+QJm1lTJrK5kxJo7K9RZX7G1ITG86X5AFqz+7QEnb7+iBdzdS3+JA0+DzzaVsLa7nhtOmMm9iJsU1VhSla3HSjhwOF7Z6G+Y+TFvbnXiTgfpukrrtAh1z3Bp8UVjT7QVaUoKJesvg9MLq6Pkvd/qm9qu3OnhrZQG/PH0GTd0MWQnEYNBx8pFjBy0mhwoxHXYjPd4E56ryRirbEsod78Db3d0nJ7LT44gy6XG61B5nZdLrFHJSYiivP3AM6G2/AVi+rSLoHpluVWPi6GSMQSZ4wLudegUsnfYpPZASbaKm7eJ2XWWj77UvimqZk9H1GFLQTdKpIw1vj8kog54bTp3G5JwkqprsfLS2kMZORaTX76sd8FDGznSK4pcE3lVv7fZCtLNVZQ2+oVv72hJw0UHcmmzvIRqMK4+fTJTJQEFlE7PGpHL23DFc9dQyajrMQNOdvn5WBQ0tZMWacXrUPvX+TIgzc97Jk9m4o5KScgsej4dos5GWVpffckrrWshLj+dHc0azeP3+7hcYwKq9NWTmJRHbobizCjS1FW2emBJLnjsac9sVvkmvsD2I2b08qsbuojqe37Qp4Cxjh09Ip6jGSnmAKc6TYs38ctE0dloHfgPy86JaDApMTYtnRn4qb3znP/Smyd71GB9l0tPalljf3WE4yu56K/t7GApr7ia51r4/BfrqexsGftNzK3xD2174ahdZSTEsnJbT43u6889PtvLJ+hIUxVvEedFheZw2O1eGioSRJC6GmdLSUi655BLq6upIT09nwYIFrFq1ivT0wL0UBsKogyuOn8JrK/b6uuL25vaXV3U7XdN1z3xDdlIMJ8wYxfWnTus22727vH7ASQuATUUH7rjZHZ5uL3o//XYfV54zHbMxcBdnp0ejIsDdt950vgSyub1T3ZU12zHpdYxOiGZd+/zdg87/O3AGqGYfiKpqvPHpdt8JKBTizUYcrgON7emj/ccqLtnYdZrddmv39q/b8g/7G/jzRXO47cXvqW2wkxwfFdSJ57uyRr/H+yx2pqfHYTB474CubauvAN7hJYEufD2at+vrlk4JDfsAExYdJaYHO77b+38FyGqbgtOjquwPMIQqWIeNTWVmfhqvLN8d8C7y7PwUNnXqEVLfErgxHhNlQKfT9XjF1PHua5zJwElj0qhocRBj0LOqD3fm2lXZnJQ02clPiulTAzkQ6yD2VOpNbFvX8Ia2pEW7ikYbd72xjv+7bgFmo77XCwqXR2P13hpOG4TERXQ/pzWEni9s6pv6l1TrjUc9MPhc1TQ+27SfxQGm+e5JamJ0ny7Gg9HQobZGjd1FscXuS1pAcBeBheWN7C1pYOqYVMamxPG/Vfu6/dtzH/7Ml8BpNyk7kZomO/U9nPv6OtPT1sJa8vKSg270a3h7zXWeZcgDvqRFIBv7GFdHStunq9cpnDwrF4+q8kqAmluDnbQA7z54xMQM3+P9luD3+0ApV3sQedi+XH8Z9Dp+eqy3WOWyraX86P5PcA8s19utapuTapuTjBgTKVHGPvVMjIkyUFja6Lv4bw6Q/LE53LS0OvuctJg1JZMjZwS+CI4x6ilrtrG6Q/2zOVmJjIqP7jVxoWkan64ooKyq+303Ny0uYNLiwUuPYPbYNOxO16AkLsCbaNxSbeG4/DSm5ibxQ2mj77Wlm/cTH230+1w7thlX7qqipdVFbJSRll56DZtNBjJTY6kKUF+v88xaHZ9/6L2NXLJgAnmdanbZnO4u9XhW7KzoNXFR2WBjX5WF8VkJZLbVy1m3t5qP284Hmga7K5rY/fFWWhxOLpg/ocflidCRxMUw88YbbwzZulwqvLJ8NwlROnqYcaqLQJligIoGGxUNNjYUeotY3XH+oRw71f9g4lFVbn7++37H3B8GvTIk2VOXqvJVUY2vW2BViyPoHhx9FW3U4XCrvox/epSR8iCSL+U1FlodoUtaAGQkRVPboQvz/jpv18v1BTWkJURhCZDNH6gJWQks21ZOtEnP7qI6Jub1v7DT2som5mQnU2tz+BVW7elufedpbgfb0nXFPb6eHh9FTYdYNbw9gBpbHNzx2hr2VgY/TXJn/1m2h9T4km67vndOWvSkyerA6fJ0O1c8wJ6GFuJMesYkxeJwq6yvbKKh1X9q1L4qaGxhd0P/kzft7M7+D/vpK1VV2VHawKLZo/kowMX2h2uKOHde7z0B4mNNnDhvzKAUHCuzOYlS8Ba+HUT97fzlneK16zZ9vbWMRz/ajLPTuSrYgs4dWVoceDwqOl3oziPba/t2IV5W3czn3xX6HjtGe4dn2QNMaw4HhiB1lBJnZmx6PEs2lwZ4h5dB573MDzTcMGBcNS3sLKrnkLGpvf9xmy+K6xiXGEO0QYc9yKtkfTcXPMFQ25L8K3dV8o/FW7tMzRhKnQs92rr5vgZTd1PAtnN7vMcZo0FHfloc0WYjTTYHD7zfc9Hfzvrzy3B5vEN1F4xOYcmeKoK5fWR3uHnvi13dtkPbmY16nlqyvU/xmIx65nWTtABv4mLJPv9z/frKJs6ZlNXrFKj1Ta09Ji0A/tZNQczfv7qGrKRozj7lkB7f3x8Wh5vJOYl+iQubw0OMuedvtP24mx1npqSX3nIN3bw+PS+F02aP5rGPNtPxp6BqsGx7Oev31fKfXx7vVxcvyqhHryh+vTBn5AU+3jjdHj7dsJ//rdrnq6tm1Ot46LJ5TBudwq4ABfgBvttRJYmLMJLEheiRw61SYw3NyfO5pTu6JC7e/K4gJHcyerJwbj5G/eDeMQtEh+I3lrGn2UQGQgFKLK2UWFqZkBRDgtlAc5CNL+cQNJT2dRoGUm91snRLKZoGdUGOye6r9ftqWb+vlugoA6cvnNh7H+ge1NudLN5bNYjRDZyth7uPABNyEqnZ5b+/7a+18t9v9gwoaQHeIrzWAdTp6EjTvJXSe/wbYEOVhc3VFr8hFk1B9goLpLuaNcFKj9JT0+ohOSF6QMvpi3qrk1tfXMnErAQWTs1i+Q/+BT6XbCplyabuLzrbzZyUgUGvG7SLboMO7y3xQRQbZaTZ1vd97P7/beDOC+b4PaeqKg99sGkghwA/9lY3OwrrmD5h8Hs9tnN6tD5duJd36nGwfX9jn9eZEG3stfZKd8nK7uRkxDFlTEqfk2T7+tjjJtBwpHa9FauNNuqxO93c/7+Nfar1MxgURWH17iqm5ib7zZoSDo98sInPt5R1eX7u+PRu65ANpii9zlcvyqDTYTTqgmqfbNtTTXMQN2mm5CQdmE0uSIrSlljq5uCxan/gHqE6RekxaQFQW9974rymufvtMphDczmXEm2kudX//KgBLb2cM91tv52qIHqAmLr5bsvrbbzx3V4Cfe2qBk02J2V1LUzIPlAsVKco/PmiOdz/7iacbg/HTs3mzMPzqbe28s0PFTS2OJiQlciU3CT++Ooaimv8e8K4VZX/rdrHtNEpjM8K3Atxd0Vob0SJnkniQoRNQ4ADWncZzlAanZUwJD0uog16IPR3ZDueUvcGKAjak7Tk4IYcDETrECRHujN2VFKfZ0/ozBG+8Ls1NieFrXsC13IA+H5X4ERLYTe1RMLF1/spiKvKYG+OH5qRwMYeZjEZDDVtM4m4erpiCpE9lRb2DCD5lJ4SM6jHP2sIOmwFOlcEY8XOSuqaW0mNP1Bk1+Z0D1rSArwXM+NHJw3eArsRbNICoHEQkuKfby4b9AvnBW3FlcM5PjwK6K3aRbO9b7MqDRZV08htq99TMMAeYOa2KeF724pASSRra2vApAXA2oIa1vZjppm+7kuapvpm9qm0ttISZLshmKQFQH1LKzFRfb8E0tqmzW174Btrc0hKLDu6ST6sKu2912FTP4YjdxSq4b0JZmO/Zl9pdanERXtvovWmuxnRaptboYdOKLFmA9kp/m1Wl0eltK6FU2fnsuCQbGbkpWCxObnxuRXUd7gxlhhjpClAMlzTwGTQY211UtNNT5DeZnAToSWzioiwcaneGQY6mpmf0s1fh46qad3OKjKYXKpKboBZVCKJPchCYINtCD5+AKrqW9CG6PseSrMmZ/T+RwFsD6ag5xDyqIP73cQZdCFPWnSkDMMzqiOE9WwGi6r27yJSr1OI6lQfIS7KREJ0z1O29sXPzp/tNy1tJKirH3gh01AcIRPjgqstFEq9fTJOt5v0hCgyE4eu91Q7vQKHjhucNpAjiKQFwId7KtnVaWreXWWDf8zs67fuUKHUYsetqqwsC/48lZzQdSawQIprWvhuZ996To7KiPPffzv8u6SHZGF5ELWPxo5K7PVvetLU3BqSdk293ckps3O7TA/dG3fbTFXB7IN9nUK8XUZidJdhav/8eCvPLt3Bh2uLuf3l79lR2sCGfbV+SQsgYNKi3Z6KRs7/21Ke/DTwUKKR1XocfoZhM0uMJO+tKfR7PHtMKmbT0DZszMbQDxMBqLE5KQ/RUIjBEh8b2YmVgaprsLNhR+WIO/FE9+POEUTeCTgtaXDv/ruHOEEVjkuyga4zNTG4hn44ufo5kueMw/J8RUw7+r/rjhlgRF4nzx+LTjd4w2z6oqezVmxMZCVS2vU0s0mkKLG00mx3+ca8DyWPBtf93zcAPU4BO5hUDX6obfabMr0hBMNY+3OTel1FI9v7mHgel5vU9xUFSd9DPZDeilCG2qQxKSE5Dm0oa+CGf33T5x5IZY0DrxnVm+KaZt5Y4T/d6Yqd3vadqmkoKKzZU01KfN/ataV1oSkGLQaHJC5EWHWs4F5vbeWmf6/AEexk04NEUYamOKdKcNnncGoIUfX+SLK/whKWC8xQ2j/AOhWRItB87gPROogztwQjHBewA93CqBCNjY4EH60vpi7ARdgtz383KMtP7GODeDD19EvR+tlDJdQcQ1josr/sbg8NQzg7UGctbT2g7O6hvRCu69D7daBTdAfSn0OjCn4JlWA4Q5hAKK1u7rFXQ9IADqU7Cmr7/2Ygr5t6DAO1vbA24PSnvUmLM/Pt/rre/3CAOk9dnZsa65ue3jv0KpYZeSn8ZMEE+jlbuYgwkrgQYWXvUODni81lA56OsD8i/x7Q0Cmt6X2u8eHuzOMnhr278mDbsjuyioX2l8XqwO1Rh+1Qns5D34aDkfZb6EjTYNt+//HlTrdn0IoAL125LyL31Yq6gfcWiO9nL66exATo/RJpGuxOclP7PqZ/sLT/Gnub7WOwdVzfV9sC17cYiP7+TGJNfdtn9vWjEG2w0pN6HurUOIC83I7CgV3kl4eo7VbWz6mFa5od1NhCez7UgNMOzfN77o/nHearyaHg7YGhKAr2Qa5tJMJHEhcirDp2PxubEd/DX4aGQa8bcXffB0I/wg8JY0Yl9tjdczjSNI2GptDMUDPUDHpvXYLhejG9sx9F60RoJXca/tbXsdo9abI6sYWpLlCodZ5J4GBhcXooDmPR4nFZ3nZQ4xAnQbPjDgwZ21YSObWPMqL7lkDLSAtd0umwqd1PhRpu1W31uwZ9uX0s8N6urGUI2iQaTB/tP7V9ZmIUpW1FUjVg5a4qHvjfet5bUyQ3KUeIkdWCF8NOxx4WcydmYNIP7QVLRurgjqkf7qKiRvYhoXOhvpGgpt6G3RH5BRaDcfy8McP699jfImMiNGJMeqZ1atgO9v7V3/oyIjJlx5r53/f7wrZ+fRiOf3EGiInQc+PePtYaiY8xhSgSb+HWUMlIGVgx2MOnZofk3NkQxKwggZRWBjdDoH0AU6lrwL4q/x4hdpenS8/tVXvlhsJIMrKvUsSwYzIO7S7Z3OKMyK6+4WIYxLuRkWhvScOI+76HQ8G7YJkjbHaGvjpsama4QxhxBvJ79Rbm9G/MOwexdoBBr0M3wnpwHexyE6JISwjdxW9v9lR4e3sM5Xh8qxusEVp/xNbH6dM37awMUSRg7WEmioGakJfc+x/1oDVEtT1a3f07/manB1dzw92HaZ4D+b/Ptvk9jjEZiO80JC0phMksMfTkjCsiinWI71gGO+f3waK2m3nIR4rsjPhhfUc/kPTkmN7/aJjYvrs63CEMSE3dyP79hINnAIUCayyt7C5v9HtuMIcHjuTCpgerPfUt1FnDN/ynfW8f4rrC7KjtXy2DUOvrxxCqWg8ArSEcPrV6S/mA3r9lV2VE3ZRxOYNrW+sNA7sMLezQ4+LV5Ts57a+f0NyhF0d2cjSXL5w4oHWIyCJnXSGEz0BPIpHObBp529cYgqnrwiU9JXxF8QbDtoLhnXiJRIYBHpNqO/0+dIoyaGOdU5MifypZ0Te1dhdpCeH/Xod60FmTw3uh6RzgHfBws4cwuRDKYWEDnf126oQM702ZCEleVNW3kJsU1+vfRQ2wl2WLw83P/m8ZOkWhuLZr0qqiwc7DH2wZ0DpEZBl5rXgh+mCE3XwfsJyMxHCHEFKpyeFvkA421zBvaHaUnjK8vx81HNMiiR7lp/sXfT7rgU8HbdkJceGbDlWEhgp8sXXwZ9WIdE5fpiQ0x7D+trWiIqiN1tQcvmlye5OZElk9L02xwZ3LdYMwJmp/XUvApIUYmSRxIQ5q0WbDiBs6MBC2YTidY19kJQ/9zDWhVjmCprA1GiJ/usSejM4ahom/EX78y0vzv+vnGMREX9MI6u0kDqi1RO4Faqi4Ve/vYjBn3emovx0B8hIjJzkYycd3T4iS5v0tOxfsMDpJ9ou+ksSFiBgez9BX5Jcxyv52FtWGO4SQiurj1GrDgWsQiw2GW3zs8E5c5OcMrMBaOER62kJVB5ZoqLH0bVaCvshM7b0rtBh+DsZLqaGuqRGsOlvk3EyJjY7c81NMVGhi62NtVB8lyASYZ4DHd3HwkcSFiBhvrRz6KchyM0feHfiBiB3h1Zd3F4+8xExW+si5eBruw14qpbvqoGt1DqxQ4sZ9/r/5wWz0jM2N3DuwQvSFryhoiO6A93dEgC6CEiq21shJonSmj7AZ4aKCrAdiNAzONLxHTc7kvHljMRsiPRUvBiqy9nRxUBtoEbb+aDgIu4T25MgZo8IdQkjtKWoMdwiDTj+CpmPctCt0U9kNheQIKOo30hgNA+sllRjr39U8IXYQk7OqNJJHosRIKqwwRNrrVg9GzYFA+psPOaSPN5dMIewUEcqpVgdqT4huyhw1u39twgzj0PVOSYg2cveFh/PzU6bywe8XkS7n4RFt5LR4xbB33hFj0A9xe2F/pWXAXZFHkoS4kX3At9pcEV1gqz8yU2OJMY+MQ/muwgY8Ay2vHkZjc4ffUJHK2saImkavs4HckYszGzh8fJrfc7f+aOZAQ/J5f+mOiPzsxo+KzNl56ptCN2xnsOTFR/HSzaeEbf2JbcMRZg9xT7oFuamAd9Ydc4TkbeKNetJiYzH1IZ4LTpkasnj2V1lDNjTzsKlZA3r/t+vLQjLcetFheUT1o3lx/ORsUqOCO3ZnpA2s3fnEzxb4/q0oCi//8nguWziRk2aM4v6fzO13bx8RmRQtEs+6ImQsFguJiYlc/uhHVFoP/JoNCsSboaGt1lhGvBGDouHW9NQ1OwJOzRVj1GE0KGQkxlBa34zD2dYdUAFVhbz0OK49cQr7appZsaMS1aOyp8Ocy6OSo3jhphP9lunxeHjlmz1s3lfND+XNKMCkNCO7av27C8/JT2RjcRMqMH10IofkJvPe90V0NxGWWQcpcUYqLIG7HZ9+zFhGZyUFLFQXBbQCZqCnS14FiNGBXqegaRomPdQ5vVWxj81LJS7KhKZpFDRYKW9qod6pocdb/Mip4os9zQAW1ftcf+iB0fFGTKjsbu79RJZmNqBoKjUdVvjNmiJ2FNUHtT4dYNRDtMmAgocGe9dDig4wGaDV7f0ujps6ii+2lxEXpSc9Rs/eOm8XzAnpUTQ7VKosTsxGhRiDHofbja2b3uJ6ep82LjXWgFuFJrv3E06JNXLSEWNISYtD6/R9mxQYHWeixaUSa1Qobnb57VPRQKCm94R4E/uanbR/ggqQFWPAqYLT5abZ4517OtFsoMHhRqPncdRGvJ+ZA4jTQ7RBR51DpbtdIlbzsG5nFd9sPXBHyID39xgVbWBsRgJZCVFsLKyjscUBioLRoOOGU6cxMTuBl5fvYXJ2ImX1LXy22VtRP0oHbtUbZ5QBVEVHlF6lxdk2HloDvR7GZCRg0Ct43B5S4s1s2FeHo8OXYlC835OjbYNzkqNxttqpbfsgY006ZoxJZdXuGt97Tpibx8TcJKKNBpxtn5XaYXnubj68eD20erx/PyklhiSzkU1VTdgCfHAGQKeDjBgTo+Kj2VXXTGOH30B7kyvQ/mVWQK8QcLmaprFhUwnr9tQBEG0AjwecbTGnRCvUd/iNGNu2p+MmHZITT22zg5pmJwqQHGtk2uhkKhttGI1GiiubaGkbfDx3XBrjsxMoqmpiU2EdigL2XmYEvGzhBHbsb2DdPm+MR8/OZur4DHT63huaCpBqUkiLi2FnfYvv+SQDNLatN0EPlgAfXIoOrCoE6nCtx/sZxLR9hx03ISda4ZWlO9lb3tLlfQYdpMQYvNusunG4vcmOs44YwyULJmI2dt2mxhYHVU12spKi+c1LKylrsJGTFAM6jfqmVqKMBuptLr/vpP1YowOOnZJJXkY8y7fvp7LZwU/PmInBoA+q0GmSQSHWZMDqcNHUw8HLBGgKJEcZmZmZyBcd6g9lRhsZkxyLtdXBjnp7wONCUWk9n60s8j1OjzeRGGVkb43/Z/jCTcfyxcb97K6w4FE16pvtXH78FD7fvJ/t+xsZl2Jme0ULHg2OHJ9ESa2VaosbVfP+JqePSuSQvCS+31WFTq+npNPyowwKrR1+sD89aSKx8dFg7LknTXqUgZpOU1tmRRlQFQWby41H1XCrYDIoJBp1lNs9be/ToQcqW7s/gcYr0Nz5GKJpzEiLZWKad/iPxe7kT6+uZm+FpdtzTE5SFMdNz2FTYT0NLXZaHE7cHgVb23EkxgDRZiPNdhdOFVLj9NRZuy5NAcwGHcdNz+G2M2f5nq9qtrGhvAkH3uNVvElPvdOD1v4eDvyWYvTeqTDjzUay48w0Ot1oKNQ32WkKEHuSUUGv15MWbWJCShzmTgnCpZtKeOHLHTS3uv3qHKTE6MlMjCEnJYovt9fQF2M+f5Fj63ccqKsz9yii/vCXgH87NSWWKekJvsfVVhvry5r8zr8GYEyimb1N/i0zq83OB1/uwRrgQJidaOKei49gb0UTT3y6HbtL9bbDjJAYbabG4kDF2xbwtH3Q7fU/zIBbgaPnjGbS6GT0bftwnF7hmLxUdtRZKLIcOLolGBQMCjS6vAvobo9U8B779hTXsW1XJW6nm+ZWD27Ve+yPMRlIiDVx3LRRfL1hFztqvPtQjBEOj0bhTwAAIGxJREFUG5dBaZ2VqkYbdjdMHZvEMYePDXgsStBDgkmh1K5hxvsTdHkg1qBgcWl+x9wUk55D0hPIbLuZtbmojvveWUuT/cD+qwB5qTHERxspq7PS7PAwOTuJR646yq/ovUfV2N/Ywu7GFhJNOhpb3HQ8SiiaRkVRDZ+sLyXGbCA9TmNvjYcxabHc8eM5fLapmB2lTcwZn87ErASe+XwHcWY9p83J46RZozH1ct6yOdyU1lnJSo4hIdqEw+ViY2E9h4xKIi7ayLaSBr7fXcHO/Y2Mz07k6ClZbCqqw9bqIiHGSIPVQUm1lUa7g1aXh7T4aB6/ZkGP6xShI4mLg0x74qKpqYmEhITe33CQaP8ZyAwjXiP98xiJ2zeStmm4b8twi384xBvJMUZibJEYE0hckbb+oV7vUKwv1OsI1fIHY7mDFVt/ltPfdYf7t9dXmqYNm1hHopHRv1gIIYQQQgghhBAj0sibG1D0qD2zabFYwhxJZBluGd9QG+mfx0jcvpG0TcN9W4Zb/MMh3kiOMRJji8SYQOKKtPVLj4vIWb70uIisY0J32ntcxMfHD5uYRxJJXBxkmpu9NSZGjx4d5kiEEEIIIYQQYniRIffhITUuDjKqqlJeXh4RmUKLxcLo0aPZv3+//PjbHKyfyUjd7pG2XSNle4brdgynuCM51kiNTeLqm0iKK5yxhGPdQ7nOUK8rlMsf7GUPxvIGsoz+vnck7qORcB11MJIeFwcZnU5Hbm5uuMPwk5CQEPZGR6Q5WD+TkbrdI227Rsr2DNftGE5xR3KskRqbxNU3kRRXOGMJx7qHcp2hXlcolz/Yyx6M5Q1kGf1970jfR0XoSXFOIYQQQgghhBBCRCxJXAghhBBCCCGEECJiSeJChI3ZbObuu+/GbDaHO5SIcbB+JiN1u0fado2U7Rmu2zGc4o7kWCM1NomrbyIprnDGEo51D+U6Q72uUC5/sJc9GMsbyDL6+96Rvo+KoSPFOYUQQgghhBBCCBGxpMeFEEIIIYQQQgghIpYkLoQQQgghhBBCCBGxJHEhhBBCCCGEEEKIiCWJCyGEEEIIIYQQQkQsSVyIIffNN99w5plnkpOTg6IovP/+++EOKeweeOAB5s6dS3x8PBkZGZxzzjns2rUr3GGF1NNPP83MmTNJSEggISGB+fPn8+mnn4Y7rJB48MEHURSFW2+9Ndyh9Muf//xnFEXx+2/KlCnhDqvPysrK+OlPf0pqairR0dHMmDGDdevWhTusXo0ZM6bL568oCjfeeGO4Q/Pj8Xi48847GTt2LNHR0YwfP557772XSKoB3tzczK233kp+fj7R0dEcddRRrF27dkhj6O0cqGkad911F9nZ2URHR3PSSSexZ8+esMf17rvvcsopp5CamoqiKGzatCnkMfUWl8vl4ne/+x0zZswgNjaWnJwcLr/8csrLy4c0DvAeJ6dMmUJsbCzJycmcdNJJrF69ekjW3dH111+Poij84x//CPl6r7zyyi7HpdNOOy0k6wLYsWMHZ511FomJicTGxjJ37lxKSkoGZfmBjrGKovC3v/1twMu2Wq3cdNNN5ObmEh0dzdSpU3nmmWf6tayqqiquvPJKcnJyiImJ4bTTTutyfAimTdna2sqNN95IamoqcXFxnH/++VRVVQX9/meffZbjjjuOhIQEFEXhrrvu6vE99fX1/PKXv2Ty5MlER0eTl5fHzTffTFNTU6+fb7A8Hg9HHXUU5513nt/zTU1NjB49mjvuuGPQ1iXCQxIXYsi1tLQwa9YsnnrqqXCHEjGWL1/OjTfeyKpVq1i6dCkul4tTTjmFlpaWcIcWMrm5uTz44IOsX7+edevWccIJJ3D22Wezffv2cIc2qNauXcu//vUvZs6cGe5QBmTatGlUVFT4/luxYkW4Q+qThoYGjj76aIxGI59++ik//PADjzzyCMnJyeEOrVdr1671++yXLl0KwAUXXBDmyPw99NBDPP300zz55JPs2LGDhx56iIcffpgnnngi3KH5/OxnP2Pp0qW88sorbN26lVNOOYWTTjqJsrKyIYuht3Pgww8/zD//+U+eeeYZVq9eTWxsLKeeeiqtra1hjaulpYUFCxbw0EMPhTSOvsRls9nYsGEDd955Jxs2bODdd99l165dnHXWWUMaB8CkSZN48skn2bp1KytWrGDMmDGccsop1NTUhHzd7d577z1WrVpFTk7OgNcZ7HpPO+00v+PT66+/HpJ1FRQUsGDBAqZMmcKyZcvYsmULd955J1FRUYOy/I7bUFFRwQsvvICiKJx//vkDXvavfvUrlixZwn//+1927NjBrbfeyk033cSHH37Yp2VpmsY555zDvn37+OCDD9i4cSP5+fmcdNJJfu3FYNqUt912Gx999BFvv/02y5cvp7y83HfBH8z7bTYbp512Gn/84x8BWLlyZY/vKS8vp7y8nL///e9s27aNl156iSVLlnDNNdf0+vkGS6/X+5b76quv+p7/5S9/SUpKCnffffegrUuEiSZEGAHae++9F+4wIk51dbUGaMuXLw93KEMqOTlZ+/e//x3uMAZNc3OzNnHiRG3p0qXawoULtVtuuSXcIfXL3Xffrc2aNSvcYQzI7373O23BggXhDmNQ3HLLLdr48eM1VVXDHYqfM844Q7v66qv9njvvvPO0Sy+9NEwR+bPZbJper9cWL17s9/xhhx2m3XHHHWGJqfM5UFVVLSsrS/vb3/7me66xsVEzm83a66+/Hra4OiosLNQAbePGjUMWT7tg2gxr1qzRAK24uDiscTQ1NWmA9sUXXwzJuktLS7VRo0Zp27Zt0/Lz87XHHnss5Ou94oortLPPPntQ19Pdui666CLtpz/9aciW39nZZ5+tnXDCCYOy7GnTpml/+ctf/J4L5rjTeVm7du3SAG3btm2+5zwej5aenq4999xz3S6nc5uysbFRMxqN2ttvv+37mx07dmiA9v333/f6/o6+/vprDdAaGhqCfk+7t956SzOZTJrL5er2b/rj8ccf15KTk7Xy8nLt/fff14xGo7Zp06ZBXYcID+lxIUQEau86l5KSEuZIhobH4+GNN96gpaWF+fPnhzucQXPjjTdyxhlncNJJJ4U7lAHbs2cPOTk5jBs3jksvvTTo7rmR4sMPP+Twww/nggsuICMjg0MPPZTnnnsu3GH1mdPp5L///S9XX301iqKEOxw/Rx11FF9++SW7d+8GYPPmzaxYsYJFixaFOTIvt9uNx+Ppcoc2Ojo6YnoQFRYWUllZ6XfMSExMZN68eXz//fdhjGz4aGpqQlEUkpKSwhaD0+nk2WefJTExkVmzZoV8faqqctlll3H77bczbdq0kK+vo2XLlpGRkcHkyZO54YYbqKurG/R1qKrKxx9/zKRJkzj11FPJyMhg3rx5IRtqXFVVxccffzxovQGOOuooPvzwQ8rKytA0ja+//prdu3dzyimn9Gk5DocDwO8YptPpMJvNPR7DOrcp169fj8vl8jvOTJkyhby8vIDHmf60SYN5T1NTEwkJCRgMhqCXG4xf/vKXzJo1i8suu4zrrruOu+66a0h+hyL0JHEhRIRRVZVbb72Vo48+munTp4c7nJDaunUrcXFxmM1mrr/+et577z2mTp0a7rAGxRtvvMGGDRt44IEHwh3KgM2bN8/X/fLpp5+msLCQY445hubm5nCHFrR9+/bx9NNPM3HiRD777DNuuOEGbr75Zv7zn/+EO7Q+ef/992lsbOTKK68Mdyhd/P73v+fiiy9mypQpGI1GDj30UG699VYuvfTScIcGQHx8PPPnz+fee++lvLwcj8fDf//7X77//nsqKirCHR4AlZWVAGRmZvo9n5mZ6XtNdK+1tZXf/e53XHLJJSQkJAz5+hcvXkxcXBxRUVE89thjLF26lLS0tJCv96GHHsJgMHDzzTeHfF0dnXbaabz88st8+eWXPPTQQyxfvpxFixbh8XgGdT3V1dVYrVYefPBBTjvtND7//HPOPfdczjvvPJYvXz6o6wL4z3/+Q3x8fJdaCf31xBNPMHXqVHJzczGZTJx22mk89dRTHHvssX1aTnty4Q9/+AMNDQ04nU4eeughSktLuz2GBWpTVlZWYjKZuiT3Ah1n+tMmDeY9tbW13HvvvVx33XVBLbMvFEXh6aef5ssvvyQzM5Pf//73g74OER6Dm+ISQgzYjTfeyLZt2yLmDmAoTZ48mU2bNtHU1MQ777zDFVdcwfLly4d98mL//v3ccsstLF26NOjxt5Gs4x3zmTNnMm/ePPLz83nrrbcGdXxqKKmqyuGHH879998PwKGHHsq2bdt45plnuOKKK8IcXfCef/55Fi1aNGhj2AfTW2+9xauvvsprr73GtGnT2LRpE7feeis5OTkR8xm/8sorXH311YwaNQq9Xs9hhx3GJZdcwvr168Mdmhggl8vFhRdeiKZpPP3002GJ4fjjj2fTpk3U1tby3HPPceGFF7J69WoyMjJCts7169fz+OOPs2HDhiHvhXXxxRf7/j1jxgxmzpzJ+PHjWbZsGSeeeOKgrUdVVQDOPvtsbrvtNgBmz57NypUreeaZZ1i4cOGgrQvghRde4NJLLx208/cTTzzBqlWr+PDDD8nPz+ebb77hxhtvJCcnp089Mo1GI++++y7XXHMNKSkp6PV6TjrpJBYtWtRtEeSBtin78/7e3mOxWDjjjDOYOnUqf/7zn/sVV29eeOEFYmJiKCwspLS0lDFjxoRkPWJoSY8LISLITTfdxOLFi/n666/Jzc0NdzghZzKZmDBhAnPmzOGBBx5g1qxZPP744+EOa8DWr19PdXU1hx12GAaDAYPBwPLly/nnP/+JwWAY9LtRQy0pKYlJkyaxd+/ecIcStOzs7C4JsUMOOWRYDXkpLi7miy++4Gc/+1m4Qwno9ttv9/W6mDFjBpdddhm33XZbRPU6Gj9+PMuXL8dqtbJ//37WrFmDy+Vi3Lhx4Q4NgKysLABfdf92VVVVvtdEV+1Ji+LiYpYuXRqW3hYAsbGxTJgwgSOPPJLnn38eg8HA888/H9J1fvvtt1RXV5OXl+c73xQXF/PrX/96yC/Wxo0bR1pa2qCfG9LS0jAYDENyDP/222/ZtWvXoB1n7XY7f/zjH3n00Uc588wzmTlzJjfddBMXXXQRf//73/u8vDlz5rBp0yYaGxupqKhgyZIl1NXVBTyGddemzMrKwul00tjY6Pf3nY8z/WmT9vae5uZmTjvtNOLj43nvvfcwGo1BbnnwVq5cyWOPPcbixYs54ogjuOaaayJqdivRf5K4ECICaJrGTTfdxHvvvcdXX33F2LFjwx1SWKiq6hvDOZydeOKJbN26lU2bNvn+O/zww7n00kvZtGkTer0+3CEOiNVqpaCggOzs7HCHErSjjz66y3Ruu3fvJj8/P0wR9d2LL75IRkYGZ5xxRrhDCchms6HT+Tcr9Hq9725pJImNjSU7O5uGhgY+++wzzj777HCHBMDYsWPJysriyy+/9D1nsVhYvXr1iKr/M5jakxZ79uzhiy++IDU1Ndwh+QzFOe2yyy5jy5YtfuebnJwcbr/9dj777LOQrruz0tJS6urqBv3cYDKZmDt37pAcw59//nnmzJkzaDURXC4XLpdr0I+NiYmJpKens2fPHtatW+d3DOutTTlnzhyMRqPfcWbXrl2UlJQwf/78frVJg3mPxWLhlFNOwWQy8eGHH4akR6rNZuPKK6/khhtu4Pjjj+f5559nzZo13U4/K4YXGSoihpzVavXLxhcWFrJp0yZSUlLIy8sLY2Thc+ONN/Laa6/xwQcfEB8f7xtjmJiYSHR0dJijC40//OEPLFq0iLy8PJqbm3nttddYtmzZkDe0QiE+Pr7LuM7Y2FhSU1OHZd2S3/zmN5x55pnk5+dTXl7O3XffjV6v55JLLgl3aEG77bbbOOqoo7j//vu58MILWbNmDc8++yzPPvtsuEMLiqqqvPjii1xxxRWDXshssJx55pncd9995OXlMW3aNDZu3Mijjz7K1VdfHe7QfD777DM0TWPy5Mns3buX22+/nSlTpnDVVVcNWQy9nQNvvfVW/vrXvzJx4kTGjh3LnXfeSU5ODuecc05Y46qvr6ekpITy8nIA30VkVlZWSHuD9BRXdnY2P/7xj9mwYQOLFy/G4/H4zp8pKSmYTKYhiSM1NZX77ruPs846i+zsbGpra3nqqacoKysblGmLe/tuOidrjEYjWVlZTJ48OWTrTUlJ4Z577uH8888nKyuLgoICfvvb3zJhwgROPfXUQV1XXl4et99+OxdddBHHHnssxx9/PEuWLOGjjz5i2bJlg7J88F5Yv/322zzyyCODGvvChQu5/fbbiY6OJj8/n+XLl/Pyyy/z6KOP9nlZb7/9Nunp6eTl5bF161ZuueUWzjnnHL9Cn721KRMTE7nmmmv41a9+RUpKCgkJCfzyl79k/vz5HHnkkfziF7/otU1aWVlJZWWlL9arr76aL774gtdeey3ge9qTFjabjf/+979YLBYsFgsA6enpg3ZD5w9/+AOapvHggw8CMGbMGP7+97/zm9/8hkWLFsmQkeEuXNOZiINX+9RJnf+74oorwh1a2AT6PADtxRdfDHdoIXP11Vdr+fn5mslk0tLT07UTTzxR+/zzz8MdVsgM5+lQL7roIi07O1szmUzaqFGjtIsuukjbu3dvuMPqs48++kibPn26ZjabtSlTpmjPPvtsuEMK2meffaYB2q5du8IdSrcsFot2yy23aHl5eVpUVJQ2btw47Y477tAcDke4Q/N58803tXHjxmkmk0nLysrSbrzxRq2xsXFIY+jtHKiqqnbnnXdqmZmZmtls1k488cQh+d57i+vFF18M+Prdd98dtrjap2YN9N/XX389ZHHY7Xbt3HPP1XJycjSTyaRlZ2drZ511lrZmzZqQrzuQwZoOtaf12mw27ZRTTtHS09M1o9Go5efna9dee61WWVk56Otq9/zzz2sTJkzQoqKitFmzZmnvv//+oC7/X//6lxYdHd3nY0Jvy66oqNCuvPJKLScnR4uKitImT56sPfLIIwGntO5tWY8//riWm5urGY1GLS8vT/vTn/7U5RgbTJvSbrdrv/jFL7Tk5GQtJiZGO/fcc7WKioqg33/33Xd3+3eB3tPddgFaYWFhnz7v7ixbtkzT6/Xat99+2+W1U045RTvhhBMibhpx0TeKpsmgHyGEEEIIIYQQQkQmqXEhhBBCCCGEEEKIiCWJCyGEEEIIIYQQQkQsSVwIIYQQQgghhBAiYkniQgghhBBCCCGEEBFLEhdCCCGEEEIIIYSIWJK4EEIIIYQQQgghRMSSxIUQQgghhBBCCCEiliQuhBBCCCGEEEIIEbEkcSGEEEIcBBRF4aabbgp3GEIIIYQQfSaJCyGEEGKYKygo4Oc//znjxo0jKiqKhIQEjj76aB5//HHsdnu4wxNCCCGEGBBDuAMQQgghRP99/PHHXHDBBZjNZi6//HKmT5+O0+lkxYoV3H777Wzfvp1nn3023GEKIYQQQvSbJC6EEEKIYaqwsJCLL76Y/Px8vvrqK7Kzs32v3Xjjjezdu5ePP/54wOtpaWkhNjZ2wMsRQgghhOgPGSoihBBCDFMPP/wwVquV559//v/bu/+YKss+juOfg7PD4SAcCk5q/DgBiRCIC9OxhUwGaxRL25xOaXpcNOvUyn5Z2SY4l3WGOs1V5NoSW66Gg2qtkDmz1nBWU0uWENmCzQqm82CZywl3fzDudT+H/PE853mei/V+beeP872vc13fA3/x4b6vyxFajMnNzdVjjz3mqL333nsqLCyU2+3Wrbfeqvb2dsf1hoYGuVwuffvtt1q+fLlSUlJ0xx13SJIuXbqkjRs3KicnR263W4FAQOvWrdMff/zhmCMQCKimpkYHDx7UnDlz5PF4VFRUpIMHD0qSWltbVVRUpPj4eJWUlOjo0aNRvR84cEBlZWXyer3y+XxauHChTpw44Rjz66+/as2aNQoEAnK73fL7/aqqqtKRI0cc41paWlRSUiKPx6PU1FTdd999OnXqlGNMMBhUYmKi+vv7VVNTo8TERN1000165ZVXJEnHjx9XRUWFvF6vsrKytGfPnqieI5GI1qxZo4yMDLndbuXm5iocDmtkZCRqLAAAuHouy7Ks/3cTAADg2qWnp8vtduvkyZNXHOtyuVRcXKzBwUGFQiFNmTJFL7/8sn755Rf19/frhhtukDQaXGzYsEEFBQW65ZZbdOedd8qyLIVCIQWDQTU3N2vx4sVasGCBDh8+rN27d2vRokVqa2uz1woEAoqPj9e5c+e0evVqJScna/PmzRoaGlJTU5PWrVunUCgkSXrxxReVlpamnp4excWN/j9l//79qq6uVnZ2turq6nThwgXt2LFDw8PDOnLkiAKBgCSptrZWe/fu1SOPPKKCggKdOXNGn3/+uZYuXara2lpJ0q5du7Rq1SrdfvvtWr58uQYGBrR9+3bdeOONOnr0qHw+n6TR4OLdd99Vdna25s+fr6KiIr399tvq7OzUm2++qeeff161tbXKzMxUU1OTuru71dvbq5tvvlmS9Pvvv6u0tFSnTp3S6tWrlZmZqc7OTr311lt69NFHtW3btlj8ygEA+GeyAADAhDM0NGRJshYuXHhV4yVZ1113nfX999/bta+//tqSZO3YscOu1dfXW5KsZcuWOT5/7NgxS5JVV1fnqD/11FOWJOvAgQN2LSsry5JkdXZ22rV9+/ZZkiyPx2P19fXZ9ddff92SZH3yySd2bfbs2Zbf77fOnDnj6DUuLs5asWKFXUtOTrYefvjhv/3OFy9etPx+v1VYWGhduHDBrn/44YeWJGv9+vV2beXKlZYka9OmTXbt7NmzlsfjsVwul/XOO+/Y9e7ubkuSVV9fb9c2btxoeb1e67vvvnP08Oyzz1qTJk2y+vv7/7ZPAABweTwqAgDABHTu3DlJ0pQpU676M5WVlcrJybHfz5o1S0lJSfrhhx+ixj744IOO9x999JEk6YknnnDUn3zySUmK2kujoKBApaWl9vt58+ZJkioqKpSZmRlVH+vh559/1rFjxxQMBnX99dc7eq2qqrL7kCSfz6fDhw/rp59+Gvf7fvXVV/YdJvHx8Xb97rvv1syZM8fd/6Ours4xf15enrxer5YsWWLX8/Ly5PP5HD+3lpYWlZWVKSUlRadPn7ZflZWVGh4e1meffTZujwAA4MoILgAAmICSkpIkje7zcLX+GhiMSUlJ0dmzZ6PqY49AjOnr61NcXJxyc3Md9alTp8rn86mvr++yayUnJ0uSMjIyxq2P9TA2T15eXlRP+fn5On36tM6fPy9pdI+Prq4uZWRkaO7cuWpoaHCECZeba+bMmVE9x8fHKy0tLaq/9PR0uVyuqPpff269vb1qb29XWlqa41VZWSlJGhwcjOoBAABcHU4VAQBgAkpKStL06dPV1dV11Z+ZNGnSuHVrnO2uPB7PuGP/9Q/4a13rWnq4kiVLlqisrExtbW3q6OhQY2OjwuGwWltbVV1dfc3z/Sc9j4yMqKqqSmvXrh137IwZM665HwAAMIrgAgCACaqmpkY7d+7UoUOHHI9l/DdkZWVpZGREvb29ys/Pt+sDAwOKRCLKysqK2TqS1NPTE3Wtu7tbqampjqNZp02bplAopFAopMHBQd1222164YUXVF1d7ZiroqLCMVdPT0/MepaknJwc/fbbb/YdFgAAIHZ4VAQAgAlq7dq18nq9qqur08DAQNT1kydPavv27TFZ66677pKkqNMxtm7dKml034hYmDZtmmbPnq3m5mZFIhG73tXVpY6ODruP4eFhDQ0NOT7r9/s1ffp0+3jWOXPmyO/3q6mpyXFk68cff6wTJ07ErGdp9O6PQ4cOad++fVHXIpGILl26FLO1AAD4p+GOCwAAJqicnBzt2bNHS5cuVX5+vlasWKHCwkJdvHhRnZ2damlpUTAYjMlaxcXFWrlypXbu3KlIJKLy8nJ98cUXam5u1qJFi7RgwYKYrCNJjY2Nqq6uVmlpqe6//377ONTk5GQ1NDRIGt3bIz09XYsXL1ZxcbESExO1f/9+ffnll9qyZYskafLkyQqHw1q1apXKy8u1bNky+zjUQCCgxx9/PGY9P/300/rggw9UU1OjYDCokpISnT9/XsePH9fevXv1448/KjU1NWbrAQDwT0JwAQDABHbPPffom2++UWNjo95//3299tprcrvdmjVrlrZs2aIHHnggZmu98cYbys7O1q5du9TW1qapU6fqueeeU319fczWkEZPP2lvb1d9fb3Wr1+vyZMnq7y8XOFw2N40NCEhQaFQSB0dHWptbdXIyIhyc3P16quv6qGHHrLnCgaDSkhI0EsvvaRnnnlGXq9X9957r8LhsHw+X8x6TkhI0KeffqpNmzappaVFu3fvVlJSkmbMmKENGzbYm5ACAIBr57L+nd2wAAAAAAAA/gfY4wIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABiL4AIAAAAAABjrT/cxikSaS4amAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time\n", "axes = plot_linear(\n", " sumstats_loaded=sumstats_loaded, \n", " track_heights=[0.5,1,1], \n", " hits_table=hits_table, \n", " plot_title=\"test_pycmplot_python_api\",\n", " output_dir='/home/kesohku1/projects/gwas/', # <--- output directory\n", " annotate=True,\n", " label_col='top_gene', \n", " output_format='png',\n", " dpi=300, chr_spacing=0.0,\n", " point_size=5,\n", " highlight=True,\n", " highlight_thresh=1e-7,\n", " signif_lines=signif_lines,\n", " logp=True, colors=['steelblue','lightblue'], \n", " figsize=(10, 4), # (with, height)\n", " trim_pval=0.001\n", ")" ] }, { "cell_type": "markdown", "id": "bf60365a-4b4a-4ae3-b52d-0be375a6514b", "metadata": {}, "source": [ "# Handling other use cases and QQ-plots\n", "-----\n", "\n", "## Summary stats without **BUILD** column and no `build` information provided" ] }, { "cell_type": "code", "execution_count": 2, "id": "3fe68ad0-9982-4587-ac1e-386294c2aec7", "metadata": {}, "outputs": [], "source": [ "# susmtats\n", "sumstats_no_build_col_list = [\n", " \"/data/awonkam1/kesoh/gwas/sitt/sumher/kgp/nHbF/kgp-r2-0.60-maf-0.01_nHbF_agecut-5_kvik1.step2.assoc.gz\",\n", " \"/data/awonkam1/kesoh/gwas/sitt/sumher/h3a/nMCV/h3a-r2-0.60-maf-0.01_nMCV_agecut-5_kvik1.step2.assoc.gz\",\n", " \"/data/awonkam1/kesoh/gwas/sitt/sumher/gmv2p1/nHb/gmv2p1-r2-0.60-maf-0.01_nHb_agecut-5_kvik1.step2.assoc.gz\",\n", " \"/data/awonkam1/kesoh/gwas/sitt/sumher/gmv2p2/nRBC/gmv2p2-r2-0.60-maf-0.01_nRBC_agecut-5_kvik1.step2.assoc.gz\",\n", " \"/data/awonkam1/kesoh/gwas/sitt/sumher/caapa/nHCT/caapa-r2-0.60-maf-0.01_nHCT_agecut-5_kvik1.step2.assoc.gz\",\n", " \"/data/awonkam1/kesoh/gwas/sitt/sumher/topmed/nMCH/topmed-r2-0.60-maf-0.01_nMCH_agecut-5_kvik1.step2.assoc.gz\"\n", "]\n", "\n", "# labels, same order as sumstatst\n", "label_list = [\n", " \"HbF\",\n", " \"MCV\",\n", " \"Hb\",\n", " \"RBC\",\n", " \"HCT\",\n", " \"MCH\"\n", "]" ] }, { "cell_type": "code", "execution_count": 3, "id": "01a0f26e-d6c0-4d22-84ad-e0b930e6b772", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[WARNING] No build column or --build values detected. Summary stats will be plotted in their native coordinate systems. If your data are in different coordinate systems, combining them in one plot is not advisable, especially if ``--annotate`` is set!\n" ] }, { "data": { "text/plain": [ "{'HbF': [['Chromosome', 'Basepair', 'Predictor', 'Wald_P'],\n", " {'Chromosome': 'category',\n", " 'Basepair': object,\n", " 'Predictor': str,\n", " 'Wald_P': float},\n", " {'Chromosome': 'CHR', 'Basepair': 'POS', 'Predictor': 'SNP', 'Wald_P': 'P'},\n", " '\\t'],\n", " 'MCV': [['Chromosome', 'Basepair', 'Predictor', 'Wald_P'],\n", " {'Chromosome': 'category',\n", " 'Basepair': object,\n", " 'Predictor': str,\n", " 'Wald_P': float},\n", " {'Chromosome': 'CHR', 'Basepair': 'POS', 'Predictor': 'SNP', 'Wald_P': 'P'},\n", " '\\t'],\n", " 'Hb': [['Chromosome', 'Basepair', 'Predictor', 'Wald_P'],\n", " {'Chromosome': 'category',\n", " 'Basepair': object,\n", " 'Predictor': str,\n", " 'Wald_P': float},\n", " {'Chromosome': 'CHR', 'Basepair': 'POS', 'Predictor': 'SNP', 'Wald_P': 'P'},\n", " '\\t'],\n", " 'RBC': [['Chromosome', 'Basepair', 'Predictor', 'Wald_P'],\n", " {'Chromosome': 'category',\n", " 'Basepair': object,\n", " 'Predictor': str,\n", " 'Wald_P': float},\n", " {'Chromosome': 'CHR', 'Basepair': 'POS', 'Predictor': 'SNP', 'Wald_P': 'P'},\n", " '\\t'],\n", " 'HCT': [['Chromosome', 'Basepair', 'Predictor', 'Wald_P'],\n", " {'Chromosome': 'category',\n", " 'Basepair': object,\n", " 'Predictor': str,\n", " 'Wald_P': float},\n", " {'Chromosome': 'CHR', 'Basepair': 'POS', 'Predictor': 'SNP', 'Wald_P': 'P'},\n", " '\\t'],\n", " 'MCH': [['Chromosome', 'Basepair', 'Predictor', 'Wald_P'],\n", " {'Chromosome': 'category',\n", " 'Basepair': object,\n", " 'Predictor': str,\n", " 'Wald_P': float},\n", " {'Chromosome': 'CHR', 'Basepair': 'POS', 'Predictor': 'SNP', 'Wald_P': 'P'},\n", " '\\t']}" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sumstats_info_dict = prep_pycmplot_input_info(\n", " sum_stats=sumstats_no_build_col_list,\n", " labels=label_list\n", ")\n", "\n", "sumstats_info_dict" ] }, { "cell_type": "markdown", "id": "94d10f15-bbac-4c1e-902a-b5807e1126c9", "metadata": {}, "source": [ "> **NB: Note the warning about no build information**\n", ">\n", "> Also notice that there is a mix of imputation panels in 'hg19' and 'hg38' build coordinates." ] }, { "cell_type": "code", "execution_count": 4, "id": "8fec58e5-b07d-4222-af6d-27e308111494", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Loading MCV from /data/awonkam1/kesoh/gwas/sitt/sumher/h3a/nMCV/h3a-r2-0.60-maf-0.01_nMCV_agecut-5_kvik1.step2.assoc.gz …\n", "[INFO] Loaded 12070968 variants from summary stat file, using 98.6 MB of memory\n", "[INFO] Extracting raw p-values for QQ-plotting ...\n", "[INFO] Excluding variants with p-value less than 0.01 to speed up Manhattan plotting ...\n", "[INFO] 125028 variants remain after trimming, using 1.12 MB of memory\n", "[INFO] Adding a 'logP' column ...\n", "[INFO] Normalizing chromosome names {\"23\": \"X\", \"24\": \"Y\", \"M\": \"MT\", \"MTDNA\": \"MT\"} ...\n", "[INFO] Extracting variants to highlight ...\n", "[INFO] Loading HbF from /data/awonkam1/kesoh/gwas/sitt/sumher/kgp/nHbF/kgp-r2-0.60-maf-0.01_nHbF_agecut-5_kvik1.step2.assoc.gz …\n", "[INFO] Loaded 12198661 variants from summary stat file, using 94.7 MB of memory\n", "[INFO] Extracting raw p-values for QQ-plotting ...\n", "[INFO] Excluding variants with p-value less than 0.01 to speed up Manhattan plotting ...\n", "[INFO] 131771 variants remain after trimming, using 1.13 MB of memory\n", "[INFO] Adding a 'logP' column ...\n", "[INFO] Normalizing chromosome names {\"23\": \"X\", \"24\": \"Y\", \"M\": \"MT\", \"MTDNA\": \"MT\"} ...\n", "[INFO] Extracting variants to highlight ...\n", "[INFO] Loading Hb from /data/awonkam1/kesoh/gwas/sitt/sumher/gmv2p1/nHb/gmv2p1-r2-0.60-maf-0.01_nHb_agecut-5_kvik1.step2.assoc.gz …\n", "[INFO] Loaded 12863787 variants from summary stat file, using 99.9 MB of memory\n", "[INFO] Extracting raw p-values for QQ-plotting ...\n", "[INFO] Excluding variants with p-value less than 0.01 to speed up Manhattan plotting ...\n", "[INFO] 127819 variants remain after trimming, using 1.09 MB of memory\n", "[INFO] Adding a 'logP' column ...\n", "[INFO] Normalizing chromosome names {\"23\": \"X\", \"24\": \"Y\", \"M\": \"MT\", \"MTDNA\": \"MT\"} ...\n", "[INFO] Extracting variants to highlight ...\n", "[INFO] Loading RBC from /data/awonkam1/kesoh/gwas/sitt/sumher/gmv2p2/nRBC/gmv2p2-r2-0.60-maf-0.01_nRBC_agecut-5_kvik1.step2.assoc.gz …\n", "[INFO] Loaded 13848274 variants from summary stat file, using 1.07 GB of memory\n", "[INFO] Extracting raw p-values for QQ-plotting ...\n", "[INFO] Excluding variants with p-value less than 0.01 to speed up Manhattan plotting ...\n", "[INFO] 141947 variants remain after trimming, using 1.21 MB of memory\n", "[INFO] Adding a 'logP' column ...\n", "[INFO] Normalizing chromosome names {\"23\": \"X\", \"24\": \"Y\", \"M\": \"MT\", \"MTDNA\": \"MT\"} ...\n", "[INFO] Extracting variants to highlight ...\n", "[INFO] Loading MCH from /data/awonkam1/kesoh/gwas/sitt/sumher/topmed/nMCH/topmed-r2-0.60-maf-0.01_nMCH_agecut-5_kvik1.step2.assoc.gz …\n", "[INFO] Loaded 13896844 variants from summary stat file, using 1.07 GB of memory\n", "[INFO] Extracting raw p-values for QQ-plotting ...\n", "[INFO] Excluding variants with p-value less than 0.01 to speed up Manhattan plotting ...\n", "[INFO] 144353 variants remain after trimming, using 1.23 MB of memory\n", "[INFO] Adding a 'logP' column ...\n", "[INFO] Normalizing chromosome names {\"23\": \"X\", \"24\": \"Y\", \"M\": \"MT\", \"MTDNA\": \"MT\"} ...\n", "[INFO] Extracting variants to highlight ...\n", "[INFO] Loading HCT from /data/awonkam1/kesoh/gwas/sitt/sumher/caapa/nHCT/caapa-r2-0.60-maf-0.01_nHCT_agecut-5_kvik1.step2.assoc.gz …\n", "[INFO] Loaded 4921533 variants from summary stat file, using 38.2 MB of memory\n", "[INFO] Extracting raw p-values for QQ-plotting ...\n", "[INFO] Excluding variants with p-value less than 0.01 to speed up Manhattan plotting ...\n", "[INFO] 50211 variants remain after trimming, using 0.43 MB of memory\n", "[INFO] Adding a 'logP' column ...\n", "[INFO] Normalizing chromosome names {\"23\": \"X\", \"24\": \"Y\", \"M\": \"MT\", \"MTDNA\": \"MT\"} ...\n", "[INFO] Extracting variants to highlight ...\n", "[INFO] Locus summary written to: no_build_info.tsv\n", "[INFO] Computing per-sumstat sector sizes (chrom → [min_pos, max_pos])\n", "CPU times: user 2min 11s, sys: 6.76 s, total: 2min 18s\n", "Wall time: 2min 19s\n" ] } ], "source": [ "%%time\n", "pycmplot_dict = get_sumstats_and_merged_sector_list(\n", " sum_stats=sumstats_no_build_col_list,\n", " labels=label_list, \n", " file_info=sumstats_info_dict, \n", " logp=True,\n", " table_out=\"no_build_info\", \n", " trim_pval=0.01, \n", " signif_threshold=1e-7\n", ")" ] }, { "cell_type": "markdown", "id": "3897f0db-5d46-446a-9013-bd82a0afb10a", "metadata": {}, "source": [ "- Observe the `pycmplot_dict`" ] }, { "cell_type": "code", "execution_count": 17, "id": "49c3364f-c14a-4a7c-b829-d1a735ff1c81", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "dict_keys(['sectors', 'dfs', 'annot', 'lines', 'pvals'])" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pycmplot_dict.keys()" ] }, { "cell_type": "code", "execution_count": 18, "id": "2a6c0c7a-0232-416f-bfde-715d386935f6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'1': [1310551, 248406983],\n", " '2': [0, 241760212],\n", " '3': [0, 197863134],\n", " '4': [0, 190705620],\n", " '5': [0, 181138716],\n", " '6': [0, 170746947],\n", " '7': [0, 159088708],\n", " '8': [0, 144656280],\n", " '9': [0, 140171117],\n", " '10': [0, 134955752],\n", " '11': [0, 135072575],\n", " '12': [0, 132758138],\n", " '13': [18076444, 114061271],\n", " '14': [19272226, 105539859],\n", " '15': [22400483, 101942574],\n", " '16': [0, 89820497],\n", " '17': [0, 83094852],\n", " '18': [0, 79785225],\n", " '19': [0, 58605740],\n", " '20': [0, 64276603],\n", " '21': [12853295, 48039473],\n", " '22': [15917910, 50704264],\n", " 'X': [2556489, 154982868],\n", " 'Spacer1': [0, 113881222]}" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pycmplot_dict[\"sectors\"]" ] }, { "cell_type": "code", "execution_count": 19, "id": "c0a19514-0dba-47e9-bb05-8b7f8e7e62e2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "dict_keys(['HbF', 'MCV', 'Hb', 'RBC', 'HCT', 'MCH'])" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pycmplot_dict[\"dfs\"].keys()" ] }, { "cell_type": "code", "execution_count": 20, "id": "05ed984a-c723-46c7-814a-7d5abc25f661", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[{'genome': 7.0, 'suggestive': 5.0},\n", " {'genome': 7.0, 'suggestive': 5.0},\n", " {'genome': 7.0, 'suggestive': 5.0},\n", " {'genome': 7.0, 'suggestive': 5.0},\n", " {'genome': 7.0, 'suggestive': 5.0},\n", " {'genome': 7.0, 'suggestive': 5.0}]" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pycmplot_dict[\"lines\"]" ] }, { "cell_type": "code", "execution_count": 21, "id": "24ac6444-ddc5-41db-b99a-c212f7d8257f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'HbF': array([0.80238 , 0.1593 , 0.70696 , ..., 0.10506 , 0.044299, 0.044299]),\n", " 'MCV': array([0.43549 , 0.38235 , 0.23061 , ..., 0.24768 , 0.7078 , 0.015747]),\n", " 'Hb': array([0.36697, 0.84087, 0.84771, ..., 0.91971, 0.7597 , 0.61939]),\n", " 'RBC': array([0.46497, 0.10017, 0.34216, ..., 0.98986, 0.33426, 0.4835 ]),\n", " 'HCT': array([0.66248, 0.96457, 0.79573, ..., 0.38697, 0.64664, 0.55925]),\n", " 'MCH': array([0.94428, 0.96713, 0.86231, ..., 0.35127, 0.4025 , 0.38731])}" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pycmplot_dict[\"pvals\"]" ] }, { "cell_type": "code", "execution_count": 5, "id": "c7f405f5-3049-4ead-9f96-11ef3b35ae82", "metadata": {}, "outputs": [], "source": [ "sectors_sizes = pycmplot_dict[\"sectors\"]\n", "sumstast_loaded = pycmplot_dict[\"dfs\"]\n", "annot_df = pycmplot_dict[\"annot\"]\n", "sig_lines = pycmplot_dict[\"lines\"]\n", "pval_dict = pycmplot_dict[\"pvals\"]" ] }, { "cell_type": "code", "execution_count": 6, "id": "2227fcd9-4382-4f17-bb3c-6725b0989320", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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CHRSNPPOSPlogPLABEL
522:60721347607213471.567800e-1615.804709HbF
31616:258003:G:A2580031.094200e-1312.960903MCV
\n", "
" ], "text/plain": [ " CHR SNP POS P logP LABEL\n", "5 2 2:60721347 60721347 1.567800e-16 15.804709 HbF\n", "3 16 16:258003:G:A 258003 1.094200e-13 12.960903 MCV" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "annot_df" ] }, { "cell_type": "markdown", "id": "7bf37175-6a2f-426e-8ec7-97542fde6ad8", "metadata": {}, "source": [ "**Notice that there are only two significant variants in the table.**\n", "- Is this a true reflection of the data?\n", "- Or is this an artefact of lack of build information during annotation?" ] }, { "cell_type": "code", "execution_count": 6, "id": "670a78de-1d5c-4d04-b68b-780c52041371", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Plotting : HbF\n", "[INFO] Plotting : MCV\n", "[INFO] Plotting : Hb\n", "[INFO] Plotting : RBC\n", "[INFO] Plotting : HCT\n", "[INFO] Plotting : MCH\n", "[WARNING] Annotation columns 'gene' and 'top_gene' not found in hits table: ['CHR' 'SNP' 'POS' 'P' 'logP' 'LABEL']; falling back to 'SNP'.\n", "[WARNING] Annotation columns 'gene' and 'top_gene' not found in hits table: ['CHR' 'SNP' 'POS' 'P' 'logP' 'LABEL']; falling back to 'SNP'.\n", "[INFO] Annotating by: SNP\n", "[INFO] Saved circular Manhattan plot: /home/kesohku1/projects/gwas/scripts/pycmplot/no_build_info_hbf_mcv_hb_rbc_hct_mch_cm_logp.png\n", "CPU times: user 42.7 s, sys: 1.81 s, total: 44.5 s\n", "Wall time: 43.1 s\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time\n", "plot_circular(\n", " sumstats_loaded=sumstast_loaded, \n", " sector_sizes=sectors_sizes,\n", " annotate='gene', # remember there was no build info hence hits table was not annotated with genes. Let's see plotting behaviour in this scenario\n", " label_col='top_gene',\n", " logp=True, \n", " highlight=True, \n", " hits_table=annot_df, \n", " plot_title=\"No Build Info\", \n", " r_min=30\n", ")" ] }, { "cell_type": "markdown", "id": "e43181d8-a6cb-4a7e-9a55-d5dfee3e4669", "metadata": {}, "source": [ "- `annotate` is set, `label_col` is set, but **annot_df** does not contain gene information. The package defaults to **'SNP'** column.\n", "\n", "## Supplying builds with summary stats\n", "------" ] }, { "cell_type": "code", "execution_count": 7, "id": "d2756a8a-bbea-4ff3-a7b7-7764f4181222", "metadata": {}, "outputs": [], "source": [ "# susmtats\n", "sumstats_no_build_col_list = [\n", " \"/data/awonkam1/kesoh/gwas/sitt/sumher/kgp/nHbF/kgp-r2-0.60-maf-0.01_nHbF_agecut-5_kvik1.step2.assoc.gz\",\n", " \"/data/awonkam1/kesoh/gwas/sitt/sumher/h3a/nMCV/h3a-r2-0.60-maf-0.01_nMCV_agecut-5_kvik1.step2.assoc.gz\",\n", " \"/data/awonkam1/kesoh/gwas/sitt/sumher/gmv2p1/nHb/gmv2p1-r2-0.60-maf-0.01_nHb_agecut-5_kvik1.step2.assoc.gz\",\n", " \"/data/awonkam1/kesoh/gwas/sitt/sumher/gmv2p2/nRBC/gmv2p2-r2-0.60-maf-0.01_nRBC_agecut-5_kvik1.step2.assoc.gz\",\n", " \"/data/awonkam1/kesoh/gwas/sitt/sumher/caapa/nHCT/caapa-r2-0.60-maf-0.01_nHCT_agecut-5_kvik1.step2.assoc.gz\",\n", " \"/data/awonkam1/kesoh/gwas/sitt/sumher/topmed/nMCH/topmed-r2-0.60-maf-0.01_nMCH_agecut-5_kvik1.step2.assoc.gz\"\n", "]\n", "\n", "# labels, same order as sumstatst\n", "label_list = [\n", " \"HbF\",\n", " \"MCV\",\n", " \"Hb\",\n", " \"RBC\",\n", " \"HCT\",\n", " \"MCH\"\n", "]\n", "\n", "# supplying sumstat builds, same order as sumstatst and labels\n", "build_list = [\n", " \"hg19\",\n", " \"hg38\",\n", " \"hg19\",\n", " \"hg38\",\n", " \"hg19\",\n", " \"hg38\"\n", "]" ] }, { "cell_type": "code", "execution_count": 8, "id": "c93a8606-d362-41d6-a584-ea0199992c46", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'HbF': [['Chromosome', 'Basepair', 'Predictor', 'Wald_P'],\n", " {'Chromosome': 'category',\n", " 'Basepair': object,\n", " 'Predictor': str,\n", " 'Wald_P': float},\n", " {'Chromosome': 'CHR', 'Basepair': 'POS', 'Predictor': 'SNP', 'Wald_P': 'P'},\n", " '\\t',\n", " 'hg19'],\n", " 'MCV': [['Chromosome', 'Basepair', 'Predictor', 'Wald_P'],\n", " {'Chromosome': 'category',\n", " 'Basepair': object,\n", " 'Predictor': str,\n", " 'Wald_P': float},\n", " {'Chromosome': 'CHR', 'Basepair': 'POS', 'Predictor': 'SNP', 'Wald_P': 'P'},\n", " '\\t',\n", " 'hg38'],\n", " 'Hb': [['Chromosome', 'Basepair', 'Predictor', 'Wald_P'],\n", " {'Chromosome': 'category',\n", " 'Basepair': object,\n", " 'Predictor': str,\n", " 'Wald_P': float},\n", " {'Chromosome': 'CHR', 'Basepair': 'POS', 'Predictor': 'SNP', 'Wald_P': 'P'},\n", " '\\t',\n", " 'hg19'],\n", " 'RBC': [['Chromosome', 'Basepair', 'Predictor', 'Wald_P'],\n", " {'Chromosome': 'category',\n", " 'Basepair': object,\n", " 'Predictor': str,\n", " 'Wald_P': float},\n", " {'Chromosome': 'CHR', 'Basepair': 'POS', 'Predictor': 'SNP', 'Wald_P': 'P'},\n", " '\\t',\n", " 'hg38'],\n", " 'HCT': [['Chromosome', 'Basepair', 'Predictor', 'Wald_P'],\n", " {'Chromosome': 'category',\n", " 'Basepair': object,\n", " 'Predictor': str,\n", " 'Wald_P': float},\n", " {'Chromosome': 'CHR', 'Basepair': 'POS', 'Predictor': 'SNP', 'Wald_P': 'P'},\n", " '\\t',\n", " 'hg19'],\n", " 'MCH': [['Chromosome', 'Basepair', 'Predictor', 'Wald_P'],\n", " {'Chromosome': 'category',\n", " 'Basepair': object,\n", " 'Predictor': str,\n", " 'Wald_P': float},\n", " {'Chromosome': 'CHR', 'Basepair': 'POS', 'Predictor': 'SNP', 'Wald_P': 'P'},\n", " '\\t',\n", " 'hg38']}" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sumstats_info_dict = prep_pycmplot_input_info(\n", " sum_stats=sumstats_no_build_col_list,\n", " labels=label_list, \n", " build_list=build_list\n", ")\n", "\n", "sumstats_info_dict" ] }, { "cell_type": "code", "execution_count": 9, "id": "be51bff1-16ed-4b6d-ae29-94e4586658a4", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Loading MCV from /data/awonkam1/kesoh/gwas/sitt/sumher/h3a/nMCV/h3a-r2-0.60-maf-0.01_nMCV_agecut-5_kvik1.step2.assoc.gz …\n", "[INFO] Loaded 12070968 variants from summary stat file, using 98.6 MB of memory\n", "[INFO] Extracting raw p-values for QQ-plotting ...\n", "[INFO] Excluding variants with p-value less than 0.001 to speed up Manhattan plotting ...\n", "[INFO] 12873 variants remain after trimming, using 0.117 MB of memory\n", "[INFO] Adding a 'logP' column ...\n", "[INFO] Normalizing chromosome names {\"23\": \"X\", \"24\": \"Y\", \"M\": \"MT\", \"MTDNA\": \"MT\"} ...\n", "[INFO] Extracting variants to highlight ...\n", "[INFO] Loading HbF from /data/awonkam1/kesoh/gwas/sitt/sumher/kgp/nHbF/kgp-r2-0.60-maf-0.01_nHbF_agecut-5_kvik1.step2.assoc.gz …\n", "[INFO] Loaded 12198661 variants from summary stat file, using 94.7 MB of memory\n", "[INFO] Extracting raw p-values for QQ-plotting ...\n", "[INFO] Excluding variants with p-value less than 0.001 to speed up Manhattan plotting ...\n", "[INFO] 13741 variants remain after trimming, using 0.119 MB of memory\n", "[INFO] Adding a 'logP' column ...\n", "[INFO] Normalizing chromosome names {\"23\": \"X\", \"24\": \"Y\", \"M\": \"MT\", \"MTDNA\": \"MT\"} ...\n", "[INFO] Converting hg19 coordinates to hg38 ...\n", "[INFO] Loading LiftOver chain file: /home/kesohku1/projects/gwas/scripts/pycmplot/pycmplot/data/hg19ToHg38.over.chain.gz\n", "[INFO] Extracting variants to highlight ...\n", "[INFO] Loading Hb from /data/awonkam1/kesoh/gwas/sitt/sumher/gmv2p1/nHb/gmv2p1-r2-0.60-maf-0.01_nHb_agecut-5_kvik1.step2.assoc.gz …\n", "[INFO] Loaded 12863787 variants from summary stat file, using 99.9 MB of memory\n", "[INFO] Extracting raw p-values for QQ-plotting ...\n", "[INFO] Excluding variants with p-value less than 0.001 to speed up Manhattan plotting ...\n", "[INFO] 12505 variants remain after trimming, using 0.108 MB of memory\n", "[INFO] Adding a 'logP' column ...\n", "[INFO] Normalizing chromosome names {\"23\": \"X\", \"24\": \"Y\", \"M\": \"MT\", \"MTDNA\": \"MT\"} ...\n", "[INFO] Converting hg19 coordinates to hg38 ...\n", "[INFO] Extracting variants to highlight ...\n", "[INFO] Loading RBC from /data/awonkam1/kesoh/gwas/sitt/sumher/gmv2p2/nRBC/gmv2p2-r2-0.60-maf-0.01_nRBC_agecut-5_kvik1.step2.assoc.gz …\n", "[INFO] Loaded 13848274 variants from summary stat file, using 1.07 GB of memory\n", "[INFO] Extracting raw p-values for QQ-plotting ...\n", "[INFO] Excluding variants with p-value less than 0.001 to speed up Manhattan plotting ...\n", "[INFO] 14201 variants remain after trimming, using 0.122 MB of memory\n", "[INFO] Adding a 'logP' column ...\n", "[INFO] Normalizing chromosome names {\"23\": \"X\", \"24\": \"Y\", \"M\": \"MT\", \"MTDNA\": \"MT\"} ...\n", "[INFO] Extracting variants to highlight ...\n", "[INFO] Loading MCH from /data/awonkam1/kesoh/gwas/sitt/sumher/topmed/nMCH/topmed-r2-0.60-maf-0.01_nMCH_agecut-5_kvik1.step2.assoc.gz …\n", "[INFO] Loaded 13896844 variants from summary stat file, using 1.07 GB of memory\n", "[INFO] Extracting raw p-values for QQ-plotting ...\n", "[INFO] Excluding variants with p-value less than 0.001 to speed up Manhattan plotting ...\n", "[INFO] 14008 variants remain after trimming, using 0.121 MB of memory\n", "[INFO] Adding a 'logP' column ...\n", "[INFO] Normalizing chromosome names {\"23\": \"X\", \"24\": \"Y\", \"M\": \"MT\", \"MTDNA\": \"MT\"} ...\n", "[INFO] Extracting variants to highlight ...\n", "[INFO] Loading HCT from /data/awonkam1/kesoh/gwas/sitt/sumher/caapa/nHCT/caapa-r2-0.60-maf-0.01_nHCT_agecut-5_kvik1.step2.assoc.gz …\n", "[INFO] Loaded 4921533 variants from summary stat file, using 38.2 MB of memory\n", "[INFO] Extracting raw p-values for QQ-plotting ...\n", "[INFO] Excluding variants with p-value less than 0.001 to speed up Manhattan plotting ...\n", "[INFO] 4968 variants remain after trimming, using 43.2 MB of memory\n", "[INFO] Adding a 'logP' column ...\n", "[INFO] Normalizing chromosome names {\"23\": \"X\", \"24\": \"Y\", \"M\": \"MT\", \"MTDNA\": \"MT\"} ...\n", "[INFO] Converting hg19 coordinates to hg38 ...\n", "[INFO] Extracting variants to highlight ...\n", "[INFO] Loading gene info from: /home/kesohku1/projects/gwas/scripts/pycmplot/pycmplot/data/Homo_sapiens.GRCh38.geneinfo.tsv.gz\n", "[INFO] Annotating lead variants and generating hits summary table ...\n", "[INFO] Locus summary written to: with_build_info.tsv\n", "[INFO] Computing per-sumstat sector sizes (chrom → [min_pos, max_pos])\n", "CPU times: user 2min 16s, sys: 5.15 s, total: 2min 21s\n", "Wall time: 2min 22s\n" ] } ], "source": [ "%%time\n", "pycmplot_dict = get_sumstats_and_merged_sector_list(\n", " sum_stats=sumstats_no_build_col_list,\n", " labels=label_list, \n", " file_info=sumstats_info_dict, \n", " logp=True, \n", " table_out=\"with_build_info\", \n", " trim_pval=0.001,\n", " signif_threshold=1e-7,\n", ")" ] }, { "cell_type": "code", "execution_count": 10, "id": "b7b6dcba-8079-482f-a644-f80372e752ff", "metadata": {}, "outputs": [], "source": [ "sectors_sizes = pycmplot_dict[\"sectors\"]\n", "sumstast_loaded = pycmplot_dict[\"dfs\"]\n", "annot_df = pycmplot_dict[\"annot\"]\n", "sig_lines = pycmplot_dict[\"lines\"]\n", "pval_dict = pycmplot_dict[\"pvals\"]" ] }, { "cell_type": "code", "execution_count": 12, "id": "349d083b-14c6-4222-8f14-926f364bb0be", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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CHRSNPPOSPBUILDlogPLABELOLD_POSOLD_BUILDgenic...promoter_upstream_flaggene_densitytop_genebiotypepriority_scoredistancepromoter_flagdistance_scorebiotype_weightpromoter_bonus
122:60721347604942121.567800e-16hg3815.804709HbF60721347.0hg19True...False46BCL11Aprotein_coding4.00False1.01.00.0
01616:258003:G:A2580031.094200e-13hg3812.960903MCVNaNNaNTrue...False150FAM234Aprotein_coding4.00False1.01.00.0
\n", "

2 rows × 24 columns

\n", "
" ], "text/plain": [ " CHR SNP POS P BUILD logP LABEL \\\n", "1 2 2:60721347 60494212 1.567800e-16 hg38 15.804709 HbF \n", "0 16 16:258003:G:A 258003 1.094200e-13 hg38 12.960903 MCV \n", "\n", " OLD_POS OLD_BUILD genic ... promoter_upstream_flag gene_density \\\n", "1 60721347.0 hg19 True ... False 46 \n", "0 NaN NaN True ... False 150 \n", "\n", " top_gene biotype priority_score distance promoter_flag \\\n", "1 BCL11A protein_coding 4.0 0 False \n", "0 FAM234A protein_coding 4.0 0 False \n", "\n", " distance_score biotype_weight promoter_bonus \n", "1 1.0 1.0 0.0 \n", "0 1.0 1.0 0.0 \n", "\n", "[2 rows x 24 columns]" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "annot_df" ] }, { "cell_type": "code", "execution_count": 13, "id": "dea82805-3515-425c-90c4-25519e88c721", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "dict_keys(['HbF', 'MCV', 'Hb', 'RBC', 'HCT', 'MCH'])" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sumstast_loaded.keys()" ] }, { "cell_type": "code", "execution_count": 14, "id": "588d7c08-c8c7-4627-aea0-daf444bda415", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Plotting : HbF\n", "[INFO] Plotting : MCV\n", "[INFO] Plotting : Hb\n", "[INFO] Plotting : RBC\n", "[INFO] Plotting : HCT\n", "[INFO] Plotting : MCH\n", "[INFO] Annotating by: top_gene\n", "[INFO] Saved circular Manhattan plot: /home/kesohku1/projects/gwas/scripts/pycmplot/with_build_info_hbf_mcv_hb_rbc_hct_mch_cm_logp.png\n", "CPU times: user 7.23 s, sys: 1.27 s, total: 8.5 s\n", "Wall time: 7.1 s\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time\n", "plot_circular(\n", " sumstats_loaded=sumstast_loaded, \n", " sector_sizes=sectors_sizes,\n", " annotate='gene', # remember there was no build info hence hits table was not annotated with genes. Let's see plotting behaviour in this scenario\n", " label_col='top_gene',\n", " logp=True, \n", " highlight=True, \n", " hits_table=annot_df, \n", " plot_title=\"With Build Info\", \n", " r_min=30\n", ")" ] }, { "cell_type": "markdown", "id": "96d12865-ab5c-42d8-8a16-f78e24b0df26", "metadata": {}, "source": [ "## QQ-Plotting\n", "------\n", "\n", "### Overlaying multiple\n", " - Use `thin` to speed up plotting. Otherwise, using all variants is extremely slow.\n", " - By setting `thin_below`, you apply thinning to only variants with p-value >= the value set.\n", " That is near the null base." ] }, { "cell_type": "code", "execution_count": 6, "id": "892c8078-6b75-481f-ae5d-03f8e59cf66b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'HbF': array([0.80238 , 0.1593 , 0.70696 , ..., 0.10506 , 0.044299, 0.044299]),\n", " 'MCV': array([0.43549 , 0.38235 , 0.23061 , ..., 0.24768 , 0.7078 , 0.015747]),\n", " 'Hb': array([0.36697, 0.84087, 0.84771, ..., 0.91971, 0.7597 , 0.61939]),\n", " 'RBC': array([0.46497, 0.10017, 0.34216, ..., 0.98986, 0.33426, 0.4835 ]),\n", " 'HCT': array([0.66248, 0.96457, 0.79573, ..., 0.38697, 0.64664, 0.55925]),\n", " 'MCH': array([0.94428, 0.96713, 0.86231, ..., 0.35127, 0.4025 , 0.38731])}" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pval_dict" ] }, { "cell_type": "code", "execution_count": 7, "id": "50a8ae7a-ebe5-4980-a9e8-2cef39667bd8", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Saved combined QQ plot: None.png\n" ] }, { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time\n", "plot_qq_overlay(pval_dict=pval_dict, thin=True, thin_below=0.001)" ] }, { "cell_type": "markdown", "id": "cf4891cb-a37e-4db0-975c-637047d385ea", "metadata": { "tags": [] }, "source": [ "### Separate qq-plots saved in separate figures\n", "- As 'png' and 'pdf'" ] }, { "cell_type": "code", "execution_count": 11, "id": "11af8f18-55cb-4b25-8503-80e314353f8e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Saved QQ plot: /home/kesohku1/projects/gwas/scripts/figs/test_HbF_MCV_Hb_RBC_HCT_MCH_qq_pval_HbF.png\n", "[INFO] Saved QQ plot: /home/kesohku1/projects/gwas/scripts/figs/test_HbF_MCV_Hb_RBC_HCT_MCH_qq_pval_MCV.png\n", "[INFO] Saved QQ plot: /home/kesohku1/projects/gwas/scripts/figs/test_HbF_MCV_Hb_RBC_HCT_MCH_qq_pval_Hb.png\n", "[INFO] Saved QQ plot: /home/kesohku1/projects/gwas/scripts/figs/test_HbF_MCV_Hb_RBC_HCT_MCH_qq_pval_RBC.png\n", "[INFO] Saved QQ plot: /home/kesohku1/projects/gwas/scripts/figs/test_HbF_MCV_Hb_RBC_HCT_MCH_qq_pval_HCT.png\n", "[INFO] Saved QQ plot: /home/kesohku1/projects/gwas/scripts/figs/test_HbF_MCV_Hb_RBC_HCT_MCH_qq_pval_MCH.png\n", "[INFO] Saved QQ plot: /home/kesohku1/projects/gwas/scripts/figs/testrasterized_HbF_MCV_Hb_RBC_HCT_MCH_qq_pval_HbF.pdf\n", "[INFO] Saved QQ plot: /home/kesohku1/projects/gwas/scripts/figs/testrasterized_HbF_MCV_Hb_RBC_HCT_MCH_qq_pval_MCV.pdf\n", "[INFO] Saved QQ plot: /home/kesohku1/projects/gwas/scripts/figs/testrasterized_HbF_MCV_Hb_RBC_HCT_MCH_qq_pval_Hb.pdf\n", "[INFO] Saved QQ plot: /home/kesohku1/projects/gwas/scripts/figs/testrasterized_HbF_MCV_Hb_RBC_HCT_MCH_qq_pval_RBC.pdf\n", "[INFO] Saved QQ plot: /home/kesohku1/projects/gwas/scripts/figs/testrasterized_HbF_MCV_Hb_RBC_HCT_MCH_qq_pval_HCT.pdf\n", "[INFO] Saved QQ plot: /home/kesohku1/projects/gwas/scripts/figs/testrasterized_HbF_MCV_Hb_RBC_HCT_MCH_qq_pval_MCH.pdf\n", "[INFO] Saved QQ plot: /home/kesohku1/projects/gwas/scripts/figs/testnotrasterized_HbF_MCV_Hb_RBC_HCT_MCH_qq_pval_HbF.pdf\n", "[INFO] Saved QQ plot: /home/kesohku1/projects/gwas/scripts/figs/testnotrasterized_HbF_MCV_Hb_RBC_HCT_MCH_qq_pval_MCV.pdf\n", "[INFO] Saved QQ plot: /home/kesohku1/projects/gwas/scripts/figs/testnotrasterized_HbF_MCV_Hb_RBC_HCT_MCH_qq_pval_Hb.pdf\n", "[INFO] Saved QQ plot: /home/kesohku1/projects/gwas/scripts/figs/testnotrasterized_HbF_MCV_Hb_RBC_HCT_MCH_qq_pval_RBC.pdf\n", "[INFO] Saved QQ plot: /home/kesohku1/projects/gwas/scripts/figs/testnotrasterized_HbF_MCV_Hb_RBC_HCT_MCH_qq_pval_HCT.pdf\n", "[INFO] Saved QQ plot: /home/kesohku1/projects/gwas/scripts/figs/testnotrasterized_HbF_MCV_Hb_RBC_HCT_MCH_qq_pval_MCH.pdf\n" ] }, { "data": { "text/plain": [ "['/home/kesohku1/projects/gwas/scripts/figs/testnotrasterized_HbF_MCV_Hb_RBC_HCT_MCH_qq_pval_HbF.pdf',\n", " '/home/kesohku1/projects/gwas/scripts/figs/testnotrasterized_HbF_MCV_Hb_RBC_HCT_MCH_qq_pval_MCV.pdf',\n", " '/home/kesohku1/projects/gwas/scripts/figs/testnotrasterized_HbF_MCV_Hb_RBC_HCT_MCH_qq_pval_Hb.pdf',\n", " '/home/kesohku1/projects/gwas/scripts/figs/testnotrasterized_HbF_MCV_Hb_RBC_HCT_MCH_qq_pval_RBC.pdf',\n", " '/home/kesohku1/projects/gwas/scripts/figs/testnotrasterized_HbF_MCV_Hb_RBC_HCT_MCH_qq_pval_HCT.pdf',\n", " '/home/kesohku1/projects/gwas/scripts/figs/testnotrasterized_HbF_MCV_Hb_RBC_HCT_MCH_qq_pval_MCH.pdf']" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "%%time\n", "# png\n", "plot_qq_separate(\n", " pval_dict=pval_dict, \n", " thin=True, \n", " thin_below=0.001, \n", " output_path=\"/home/kesohku1/projects/gwas/scripts/figs/\",\n", " base_name=\"test\",\n", ")\n", "\n", "# pdf rasterized: low memory\n", "plot_qq_separate(\n", " pval_dict=pval_dict, \n", " thin=True, \n", " thin_below=0.001, \n", " output_path=\"/home/kesohku1/projects/gwas/scripts/figs/\",\n", " base_name=\"test_rasterized\",\n", " fig_format='pdf',\n", " rasterized=True,\n", ")\n", "\n", "# pdf not rasterized: higher memory\n", "plot_qq_separate(\n", " pval_dict=pval_dict, \n", " thin=True, \n", " thin_below=0.001, \n", " output_path=\"/home/kesohku1/projects/gwas/scripts/figs/\",\n", " base_name=\"test_not_rasterized\",\n", " fig_format='pdf',\n", " rasterized=False,\n", ")" ] }, { "cell_type": "markdown", "id": "f2734baf-20bf-4171-9433-1af77f0f45fe", "metadata": { "tags": [] }, "source": [ "### Combined multi-panel" ] }, { "cell_type": "code", "execution_count": 12, "id": "2d086651-bb37-4f05-9280-eb7dafc26c35", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " [,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ])" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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PCk5OTsL58+eNxy5evCgAEAYPHiykp6cLRUVFwiOPPCI8/vjjVV4/a9Ys4W9/+5sJvksiskcGg0HIzMwUBEEQ9Hq9yGkaB9a5yqqrc4IgCO+8844we/ZsQRAEYevWrYK3t3edzhMRCUJFbbt9+7bx68bu999/FwBUecTGxlZ7fbNmzYT//e9/dXoP1rnKaqpzZ8+eFXJycgS9Xi/s379f8PDwEL7//vtanyciEoSKf49ycnIEQbCeOseRnRbyww8/QKVS4eWXX0ZERITJ13lJS0urslvxnj170KdPn2oX6HZ0dMTq1auxbt06BAUF4dNPP0Xv3r0RFRVV6Tq9Xo/nnnsOL7/8Mjp37mw8fuPGDQDA8uXLERYWBi8vL0yYMKHav3CePn2a63USUbUEQcCWLVvwyy+/QKfTQSplWbJV9lbn1qxZg/379+Obb74BUFHL7h21+aDzRERAxb8xv/zyCzZv3gxBEFjnAAwcOBCCIFR5xMfHV3t9ampqtRvHWZq91TkA6NKlCwIDAyGVSvHII49g0KBBOH36dK3PExFpNBr89NNP2LVrFwBYTZ1zEDtAY5CXl4e33noLW7ZsgUwmQ0REBC5evFjttdu2bcOECRNqvNerr75a7dQHZ2fnSs+1Wi2+/fZbvPfeezXeKyYmBjExMQCA/Px8dOzYETt37qx0zcKFC3Hnzh28++67lY7LZDJ4enoiNDTUeOzSpUvo1KlTpevUajUuXryIHj161JiDiBong8GATZs2IS0tDbGxsXBwYEmyVfZY5z7//HNcvHgRISEhACo23RMEAZGRkThy5MgDzxMR6XQ6rFu3DgqFAjNmzOBmRDbMHuvcX+l0Oly6dAnR0dH1Ok9EjY9arcaqVasglUrv+++eKEQbU2rFTD3tITY2ttJC06tXrxbatGljknvfdfLkScHV1VW4fPmyUFhYKMycOVPo06dPjQtnp6SkCDk5OYLBYBDOnz8vPPzww8L8+fMrXZOZmSl4eHgIiYmJVV6fk5MjuLq6ComJiYJWqxXWrl0reHh4CKdPnxYEoWLocnl5uXDo0CFBJpMJhYWFgkqlMun3TES27fLly8LChQsFpVIpdpRGh3Wuwv3qXFZWlpCRkWF8NGnSRPj666+FvLy8Wp0nIjpx4oTw/fffC2VlZWJHaXRY5yrcr87t3r3buIxQRkaGMHXqVCEiIkIoLy+v1Xkior179wrLly83y4ZtDcVmZzVMWRz37dsnNGnSpNK9Ll68KEilUpMXis8++0wICgoSfH19hbi4OKGwsNB47uDBg4K3t7cxx5IlSwQ/Pz/B3d1d6N69u7Bs2bIq95s0aZIwatSoGt9v48aNQvv27QVPT08hMjJS2Ldvn/HcwoULq6zD07FjR9N9s0Rks3Q6nfHfIrVaLXKaxol1rsKD6txd2dnZAgAhOTm5XueJqHFRq9VCSUmJYDAYWOdEwjpX4X517plnnhECAwMFNzc3oVWrVsLcuXOFO3fu1Po8ETVepaWlgkqlEnQ6naDVasWOUy2JIPyxxRsZKZVKeHl5QaFQVLs+CpGp3cgrgZNMijBfV7GjEJnV3Sl9EokETzzxhNhxGi3WOaI/3LkBSCSAb8sHX0tUC3en9AUEBGDkyJFix2m0WOeosSlQFSCvLA+tvFvBQcqloch8SktLsXz5crRv3x4DBw4UO06N+FNAJLLFe2/g55MZAIA5g1pj/ENNRU5EZB5arRZr165FeXk5pk2bJnYcImrsji4GTvxQ8XXkC0DPWeLmIZunUqmwcuVKyOVyrmtIRBZzIf8C3jv8HtR6NTr5d8KHD3/IhieZRXFxMRISEhAcHIxHHnlE7Dj3ZR3bJBE1Yr+evmX8+pd7viayN7///jvUajVmzJgBFxcXseMQUWN39qfqvyaqp99++w2urq6YPHkyHB0dxY5DRI3EjtQdUOvVAICL+Rdxo+iGyInIXiUmJqJJkyYYN24cZDKZ2HHui+1+IpE19XFB2p0yAECYD6exk/3RaDRwcHDAgAEDIJFI4OTkJHYkIiLAOxzIvfzH183EzUI2TaVSGUdzyuVyq/8ASET2JdQ91Pi1k8wJAa4BIqYhe6RSqeDs7Ixx48bBzc0NEolE7EgPxGYnkcgWPN4FK46mwclBitjI5mLHITIplUqFFStWoEOHDnj44YfFjkNE9KcR/wWOfw9IpEDvp8VOQzbq7pS+/v37o2vXrmLHIaJGaGLbiQCAzJJMDGs2DL7OviInInty584dJCQkYPTo0WjVqpXYcWqNzU4ikQV7OeO16HZixyAyubKyMqxYsQIeHh7o06eP2HGIiCpzDwQGvyV2CrJhCoUCCQkJCAsLQ0REhNhxiKiRkkllmNx+stgxyA7l5eUhISEBERERaNnStjZzZLOTiIhMThAErF27Ft7e3hg/fjyn9BERkV0xGAxYsWIFmjdvjpEjR9rElD4iIqLa0mg0SEhIQPfu3TFo0CCbq3MSQRAEsUNYG6VSCS8vLygUCnh6eoodh+zEhqRMrDt1CyFezpgX0wE+bly3kOyTXq+HTCZDfn4+fH19IZVyLzxrwzpHRFR/d+tcbm4uAgICbO4DYGPAOkdEVH/31rnAwECx49QLP4ESWUC2QoUvdl9HZmE5TqYWYumhFLEjEZmFQqHA4sWLkZGRAX9/fzY6iYjIruTl5WHhwoXIz89HYGAgG51EZDFKjRJKjVLsGGTnbt26ha+++golJSU22+gE2OwksgiNzgDcM4ZapTOIF4bITAoLCxEfH49mzZqhadOmYschIiIyqZycHMTHxyMiIgJ+fn5ixyGiRmTLzS2YvnU6ZmydgW2p28SOQ3YqPT0dK1asQL9+/eDu7i52nAZhs5PIAsL9XPFErzBIpRI08XHBzMhmYkciMimVSoX4+Hi0bduWa5cREZHdUSgUWLZsGfr06YPBgwezzhGRWa2/vh6zts3CWwffQqGqECsvr4QgCDAIBqy8tFLseGSHcnNzsXLlSgwdOhS9e/cWO06DcYMiIjNTlGlxMDkfvVr44qlHWkIq5S/HZF8EQYCzszPGjBmDFi1a8AMgERHZFUEQ4OnpiQkTJtjcbrREZHsySzKx5MISAEB+eT5+uvITfJx9UKwpBgD4OvuKGY/skCAI8Pf3x5QpU9C8eXOx45gER3YSmZFKq8cLP53Gf3ZcxWtrz2L7xWyxIxGZVE5ODr7//nuUl5ejZcuWbHQSEZFdSUtLw5IlS6DX69noJCKL0Bl0lZ5rDVq82ftN9A7ujd7BvfFG7zdESkb26OrVq1ixYgUkEondNDoBjuwkMqtbheXILCw3Pj+WUoCYiBARExGZTlZWFpYvX46+ffvCxcVF7DhEREQmlZKSgtWrV2PYsGFwcODHJiIyr2NZx7AjdQfCPMLweJvHsenmJoS6hWJK+ykIdA3EO5HviB2R7MylS5eQmJiIcePG2d2gFVZtIjNq4u2CAA858orVAICuYV4iJyIyjZycHCQkJOCRRx5Bv379xI5DRERkUmlpafjpp5/w2GOPoVu3bmLHISI7l12ajQXHFkAv6HE8+zimdZiGX0f/KnYssmNXrlxBYmIiJkyYgLZt24odx+REnca+f/9+jBo1CqGhoZBIJEhMTKx0Pi4uDhKJpNJj+PDhD7zvokWL0Lx5czg7O6NPnz44fvy4mb4DovtzcZLhq6nd8eyAVnh/TCeM684dqsk++Pj4YOTIkWx0EhGRXQoICMD48ePZ6CQiiyhUFUIv6I3Pc8pyRExDjUFISAgmT55sl41OQORmZ2lpKbp27YpFixbVeM3w4cORlZVlfPz000/3veeaNWswd+5cvPvuuzh9+jS6du2K6Oho5Obmmjo+UY12XcrBs8tP4YPNl+Dq5IBJvcLwSJsAsWMRNVhKSgo2bNgAR0dHdOrUSew4REREJnXp0iVs374drq6uaNeundhxiKgRKFQVQoCACP8IAICboxtGtBghciqyV6dOncKBAwfg5eVl12tRizqNPSYmBjExMfe9Ri6XIzg4uNb3/O9//4unnnoKs2bNAgB888032LJlC5YsWYI333yzQXmJaiNHqcIn267AYBBwLacYPq6OeGFwG7FjETVYcnIy1q5di8cee8zu1nQhIiI6f/48Nm3ahAkTJogdhYgaieuF1/HWwbdQritHS6+W+HzQ5whyDYK7k7vY0cgOHTt2DL///jumTp0qdhSzs/rd2Pfu3YvAwEC0a9cOzz33HO7cuVPjtRqNBqdOnUJUVJTxmFQqRVRUFI4cOVLj69RqNZRKZaUHUX1lK1UoU+ugNwgAAEW5VuRERA137do1rF27FqNHj+aUPiIisjtJSUnYtGkTnnjiCbud0kdE1mdX2i6U6yo2tL2puIliTTEbnWQWhw8fxt69ezFjxgyEh4eLHcfsrLrZOXz4cCQkJGD37t349NNPsW/fPsTExECv11d7fX5+PvR6PYKCgiodDwoKQnZ2do3vs2DBAnh5eRkfYWFhJv0+qPHIK1bjw82XUKbRI1upgpvcAVP7NBM7FlGDubu7Y9y4cejcubPYUYiIiEzO09MTU6ZMQatWrcSOQkSNSBOPJsavHaQOCHQNFDEN2TMfHx/MnDkTTZo0efDFdsCqd2OfPHmy8euIiAh06dIFrVq1wt69ezFkyBCTvc+8efMwd+5c43OlUsmGJ9XL9ovZSC8og6eLI7xdHTG5dxha+LuJHYuo3s6dOweDwYBu3bohNDRU7DhEREQmdezYMfj4+HA0JxGJYmTLkdDqtUhVpmJQ2CCEuvP3bTIdQRCwf/9+tGzZEh06dBA7jkVZ9cjOv2rZsiX8/f2RnJxc7Xl/f3/IZDLk5FTeuSwnJ+e+637K5XJ4enpWehDVVWp+KZYcTEFBqQbZShX0goDWAZyCQLbrzJkz2Lx5Mzw8PMSOQkREZHKHDh3C3r174ebGP0wTkTikEinGtx2PV3u+ih5BPcSOQ3ZEEATs3LkTp06dgouLi9hxLM6mmp23bt3CnTt3EBISUu15JycnPPTQQ9i9e7fxmMFgwO7duxEZGWmpmNRIHU8tAAD4u8nh6ihDTOcQ9GnpJ3Iqovo5efIktm3bhqlTp3JKHxER2Z19+/bh0KFDiI2NbTRT+oiIqHEQBAG//fYbLl68iLi4OPj7+4sdyeJEbXaWlJQgKSkJSUlJAICUlBQkJSUhPT0dJSUleP3113H06FGkpqZi9+7dGDNmDFq3bo3o6GjjPYYMGYKFCxcan8+dOxfff/89li1bhsuXL+O5555DaWmpcXd2InPpEOwJiQRwcZLB30OOx3vwF2eyXTqdDtOmTUPz5s3FjtLo7N+/H6NGjUJoaCgkEgkSExON57RaLd544w1ERETAzc0NoaGhmDlzJm7fvi1eYCIiGyMIFZtIxsXF3Xf2FxERka1ycnLCrFmz4OvrK3YUUYi6ZufJkycxaNAg4/O762bGxsZi8eLFOHfuHJYtW4aioiKEhoZi2LBh+OCDDyCXy42vuXHjBvLz843Pn3jiCeTl5WH+/PnIzs5Gt27dsG3btiqbFhGZWkRTL3w2oSvOZhThoWY+aB/M5RDI9hw/fhytW7dG3759xY7SaJWWlqJr166YPXs2Hn/88UrnysrKcPr0abzzzjvo2rUrCgsL8fLLL2P06NE4efKkSImJiGyDIAg4fPgwunTpggEDBogdh4iIyKQMBgMOHDiAPn36ICoqSuw4opIId/+0SUZKpRJeXl5QKBRcv5OIGoW7i1cfP34cM2bM4EgXKyGRSLB+/XqMHTu2xmtOnDiB3r17Iy0tDeHh4dVeo1aroVarjc/vbsTHOkdEjcXdKX3Xrl3DzJkzG+1Il8aCn+fImgmCgPTidJzLO4eM4gz0DenL9TqpwfR6PRITE5GTk4OZM2fC3b1x7x9i1buxExGR+QmCgD179uDMmTOIjY1FYGCg2JGoDhQKBSQSCby9vWu8ZsGCBXj//fctF4qIyIoIgoBNmzYhJSUFcXFx9/33kojInAyCAR8f+xh7M/aiQFUAX2dfbE/djv8N+h9aerUUOx7ZKL1ej3Xr1qGwsBCxsbHceA82tkERkbXSGwR8tu0Kxi46hPc2XoRGZxA7ElGtGQwGFBUVIS4ujo1OG6NSqfDGG29gypQp9x25Mm/ePCgUCuMjIyPDgimJiMSl0WigVqsxa9YsNjqJSDR3yu9g9rbZ+OX6LyhUFUKAgFJtKQyCARlK/m5G9VdeXg6pVIqZM2ey0fkHNjuJTGD/9Txsu5ANZbkW+6/l4bcLWWJHInogQRBw6tQpAMD48eMb5S59tkyr1WLSpEkQBAGLFy++77VyuRyenp6VHkRE9k6v1+PUqVNwcnLCxIkT+W8fEYnmdsltfHP2G9wquQUppNALekAAZFIZAlwD0C2wm9gRyQZptVqcOXMGbm5umDhxIlxdXcWOZDU4jZ3IFP6y8q2BS+GSlTMYDNi8eTNSU1PRtm1beHh4iB2J6uBuozMtLQ179uzhB3gior/Q6XT45ZdfUFhYiE6dOsHZ2VnsSETUSG28sRGfn/ocd1R3AADOMmfIpXIMCRuCES1HoLN/Z7g7Ne71FanuNBoNVq1aBUEQEBERAQcHtvfuxf82iEwgzNcVgR5yZClV6N/aHzGdQ8SORFQjg8GADRs2IDMzE3FxcWx02pi7jc7r16/j999/h5+fn9iRiIisik6nw9q1a1FSUoLY2Fg2OolIVInJiSjVlkICCYQ/Rsm82O1FTOkwReRkZKtUKhVWrlwJR0dHTJ48mY3OavC/EaIGKijVYO7aJJSodJBJJOjT0g/OjjKxYxHVSKFQGNfobOy79FmjkpISJCcnG5+npKQgKSkJvr6+CAkJwYQJE3D69Gls3rwZer0e2dnZAABfX184OTmJFZuIyGrk5eVBp9Nh5syZbHQSkehC3EJwreAaNAYNnKRO6ODXARPbTRQ7Ftmw27dvw83NDePHj4ejo6PYcaySRBA43/avlEolvLy8oFAoODWQHuhsRhH+vibJ+Hx452D8Y3h78QIR1UCn0yE1NRWtW7eGIAiQSCRiR6Jq7N27F4MGDapyPDY2Fu+99x5atGhR7et+//13DBw4sFbvwTpHRPZIrVbj9u3baNGiBetcI8c6R9akSFWEhEsJuJB/AW182mBah2kIdQ8VOxbZoNLSUhQUFCAsLIx17gE4spOogdoEuaOJjwsyC8shlUrwSJsAsSMRVXF3Sl9ZWRlatmwJqZT701mrgQMH4n5/h+TfKImIqro7pc/FxQXNmzfnB0Artn//fvzrX//CqVOnkJWVhfXr12Ps2LEAKpZqefvtt7F161bcvHkTXl5eiIqKwieffILQUDaHyDZ5O3vjpR4viR2DbFxJSQkSEhLQpEkThIWFsc49AJudRA3k6uSAr6f1wOn0IjT1cUGrAE4LJuui1WqxevVqaDQaTJ8+nY1OIiKyK+Xl5VixYgXc3NwwadIkfgC0cqWlpejatStmz56Nxx9/vNK5srIynD59Gu+88w66du2KwsJCvPzyyxg9ejROnjwpUmIiInEplUpjo3PUqFFix7EJbHYSmYCHsyMGtOWITrJO165dg16vx/Tp0yGXy8WOQ0REZFLnz5+Hp6cnxo8fz00abEBMTAxiYmKqPefl5YWdO3dWOrZw4UL07t0b6enpCA8Pr/Z1arUaarXa+FypVJouMBGRyE6ePInw8HCMHDmSA1dqib8NEBHZKZVKhdLSUnTq1AkdOnRgYSQiIrtSUlICg8GAXr16oWfPnqxzdkqhUEAikcDb27vGaxYsWID333/fcqGIiCygsLAQzs7OGDhwICQSCWcu1AF/IyAiskPl5eVYvnw5Dh48CAD8AEhERHZFqVQiPj4ex48fh0QiYZ2zUyqVCm+88QamTJly342G5s2bB4VCYXxkZGRYMCURkenl5+dj6dKlOHv2LKRSKRuddcSRnUQmkFeshpNMCi9XR7GjEKG0tBTLly+Hj48PRowYIXYcIiIikyoqKkJCQgKaN2+OwYMHix2HzESr1WLSpEkQBAGLFy++77VyuZxL9RCR3cjNzUVCQgK6d++OPn36iB3HJrHZSdRASw6mYMXRNMikEsx7rD0Gtw8SOxI1cnv37oW/vz/GjRsHmUwmdhwiIiKT2rFjB1q1aoXHHnuMI13s1N1GZ1paGvbs2XPfUZ1ERPZEEARs2bIFvXr1wqOPPso6V09sdhI1gE5vwMpjaQAAvUHAiqPpbHaSaEpKSuDs7Ixhw4ZBJpNxSh8RUWk+UJACBLYH5B5ip6EGUiqVcHd3x9ixY+Ho6MgPgHbqbqPz+vXr+P333+Hn5yd2JCIiiygqKoKXlxemTZsGJycnsePYNH4SJmoAB5kUPq5//iMU4M7pMySOoqIiLFmyBGfOnIGjoyMbnUREd24AK8YDic8Cq6cC5YViJ6IGyM3NxXfffYerV6/CycmJjU4bVlJSgqSkJCQlJQEAUlJSkJSUhPT0dGi1WkyYMAEnT57EypUrodfrkZ2djezsbGg0GnGDExGZUUZGBr755htkZGSw0WkCHNlJ1ECfjI/A0kOpcHWS4dkBrcSOQ41QQUEBEhIS0KZNG/Ts2VPsOERE1uH6DkBTUvG18jaQcQJoO0zcTFQvWVlZWL58Ofr06YP27duLHYca6OTJkxg0aJDx+dy5cwEAsbGxeO+997Bx40YAQLdu3Sq97vfff8fAgQMtFZOIyGJSU1Px008/ISoqCuHh4WLHsQtsdhI1UOtAD3w0LkLsGNRICYKAn3/+GR06dMCwYcM40oWI6C6/1n9+LZEBPs1Fi0L1p9frsWbNGvTr1w/9+/cXOw6ZwMCBAyEIQo3n73eOiMjeqFQqrF27FsOHD0f37t3FjmM3JAKrSRVKpRJeXl5QKBRcDJuIrJZKpYKzszOKi4vh7u7ORifVGuscNRqXNgDZF4BWg4Bm/cROQ3V0b53z8OCaq1R7rHNEZAtY58yHi7oREdmgrKwsfPXVV8jKyoKHhwcbnURE1ek4Bhj8FhudNig1NRVffvklioqK+AGQiIjszuXLl/HVV1+hvLycdc4M2OwkIrIxmZmZSEhIQGRkJEJCQsSOQ0REZFI3btzAqlWrMHToUHh7e4sdh4iIyKQuXLiA9evXY9SoUXBxcRE7jl3imp1ERDaktLQUy5cvx8CBA9G3b1+x4xAREZnUnTt3sGbNGowaNQoREVwTnYiI7MutW7ewceNGTJo0Ca1bt37wC6heuGZnNbjGCxFZI71eD5lMhtzcXAQGBoodh2wY6xzZDZ0aSD0AOHsDTXuKnYYaSK/XQyqVIi8vj3WOGoR1joisEeuc5XAaOxGRDbhx4wYWLVoEjUbDwkhEdOEXYOe7wKpJwG9vAOufAU4tEzsVNcCFCxfw3XffQRAE1jkiIrI7x48fR0JCAgCwzlkAm51ERFbu2rVrWLNmDQYNGgQnJyex4xARievaduD3jyt2Wk87BOg1Fcdv7BE3F9Xb2bNnsXHjRgwdOhRSKT+eEBGRfTly5Aj27NmDoUOHcmNZC+GanUQNUKrW4bv9N5FfosbkXuGIaOoldiSyM2lpaVi3bh3Gjh2Ljh07ih2HiEhcp5cDSSsBTSng6ApIHQG9FpA5AcFc39EWXblyBVu3bsXkyZPRsmVLseMQERGZ1KlTp3DgwAHMnDkToaGhYsdpNLhmZzW4xgvV1r+2X8Fv57MBAK5yGdY+EwlXJ/4NgUxDEATo9XpkZmaiWbNmYschO8I6RzbpyhZg5/yK5mZxNuAeCHiHA+1iAI8QoNM4QCoTOyXVgSAIUKvVuHPnDpo0aSJ2HLIjrHNEJLa7rbbS0lKUlpYiKChI5ESNC7syRA2Qq1Qbvy5T61Gi1rHZSSZx9uxZXLt2DRMnTmSjk4gIAJS3K/5T5gh4hgK9nwYeigWc3MTNRfVy5MgRFBQUYMSIEWx0EhGRXREEAbt27YKjoyMGDhwId3d3sSM1OlwUh6gBJvUKg5NDxY/RsE7BCPRwFjkR2YNTp05h69at6NmTOwsTERm1ewxw9a/42r8t0GMGG502av/+/Thw4AC6d+8udhQiIiKTEgQB27Ztw4ULFxARwSV2xMIhaEQN0Ku5L9Y8E4lilRZNfVzFjkN24PTp09i5cyemTZuG8PBwseMQEVkPrybA9F+A4qyK6esOcrETUT0cOHAAx44dQ2xsLKf0ERGR3dm2bRuuXbuGuLg4+Pj4iB2n0eKandXgGi9EJJbc3FxoNBo0bdpU7Chkx1jniEgsGRkZcHZ2RkBAgNhRyI6xzhGRWG7evAk/Pz94eXHzYjFxZCcRkRU4cOAAXF1d8dBDD4kdhYiIyKQEQcCOHTsQHh6ODh06iB2HiIjIpAwGAzZt2oSuXbuiZcuWYschcM1OIiJRCYKAPXv24OjRoxzNSUREdkcQBGzZsgVXrlxBcHCw2HGIiIhMSq/XY926dbh9+zZnLVgRjuwkIhLRrl27cO7cOcTFxbE4EhGRXREEARs3bkR6ejri4uI4pY+IiOyKXq/H2rVrUVxcjNjYWLi6ch8Pa8FmJxGRiAICAhAXFwc/Pz+xoxAREZmURCJBaGgoBg8eDA8PD7HjEBERmZRUKkXz5s3RvXt3ODs7ix2H7sFp7EREFiYIAnbu3Inc3Fx069aNjU4iIrIrer0eW7duRVFREXr16sVGJxER2RWNRoPNmzejvLwckZGRbHRaITY7iYgsyGAwYOPGjbhy5QrkcrnYcYiIiExKp9Nh7dq1uHXrFpycnMSOQ0REZFJqtRorV65EQUEBHBw4Wdpa8X8ZIiILMRgMWL9+PbKzsxEXF8eRLkREZFe0Wi3WrFkDlUqFmTNncqQLERHZFZVKhRUrVsDZ2RlPPPEEHB0dxY5ENWCzk4jIQgRBgJubG+Li4uDm5iZ2HCIiIpMyGAzw8/PD4MGDOXuBiIjsjl6vR9OmTREVFcVRnVZO1Gns+/fvx6hRoxAaGgqJRILExETjOa1WizfeeAMRERFwc3NDaGgoZs6cidu3b9/3nu+99x4kEkmlR/v27c38nRAR1Uyn02Hv3r0wGAwYPnw4G51ERGRX1Go19u3bB0dHR8TExLDRSUREdqW0tBQHDx6Eq6srhg8fzkanDRC12VlaWoquXbti0aJFVc6VlZXh9OnTeOedd3D69Gn8+uuvuHr1KkaPHv3A+3bq1AlZWVnGx8GDB80Rn4jogbRaLVavXo3k5GTo9Xqx4xAREZlUeXk5li9fjoyMDNY5IiKyO8XFxYiPj0dOTg4EQRA7DtWSqO3omJgYxMTEVHvOy8sLO3furHRs4cKF6N27N9LT0xEeHl7jfR0cHBAcHGzSrEREdaXRaPDTTz/BYDBgxowZHOlCRER2paysDMuXL4enpycmTpzIkS5ERGRXFAoFEhISEB4ejlGjRkEq5R7ftsKmfiNRKBSQSCTw9va+73XXr19HaGgonJ2dERkZiQULFty3OapWq6FWq43PlUqlqSITUSNWUlICd3d3jBo1ijvSEhGR3VEoFAgODsbIkSMhk8nEjkNERGRSBQUFaN26NYYPHw6JRCJ2HKoDm2lLq1QqvPHGG5gyZQo8PT1rvK5Pnz6Ij4/Htm3bsHjxYqSkpOCRRx5BcXFxja9ZsGABvLy8jI+wsDBzfAtE1EiUl5fj3Llz8PX1xfjx49noJCJqqPxkYP+/gKSfAINB7DSNXnFxMS5fvoyQkBCMGTOGjU4iIrIrd+7cwY0bN9CiRQvExMSw0WmDbKLZqdVqMWnSJAiCgMWLF9/32piYGEycOBFdunRBdHQ0tm7diqKiIqxdu7bG18ybNw8KhcL4yMjIMPW3QESNRFlZGRISEnDp0iWu6UJEZAoqJfDrU8DZ1cCBfwMnfxQ7UaOmUCiwdOlSXL9+XewoREREJpeXl4f4+HikpaWJHYUawOqbnXcbnWlpadi5c+d9R3VWx9vbG23btkVycnKN18jlcnh6elZ6EBHVVUlJCZYtWwZfX19MnDiRfwGketm/fz9GjRqF0NBQSCQSJCYmVjovCALmz5+PkJAQuLi4ICoqik0Hsi+FaRWjOE8uBfRaoCQHUN+zxFA+//8ulsLCQsTHx6Nly5YYNWqU2HGIiGxCqbYUJZoSsWNQLeTk5CA+Ph49evTAoEGDxI5DDWDVzc67jc7r169j165d8PPzq/M9SkpKcOPGDYSEhJghIRHRn9LS0hAcHIzx48dzSh/VW2lpKbp27YpFixZVe/6zzz7Dl19+iW+++QbHjh2Dm5sboqOjoVKpLJyUyAx0amD9MxWjOI8sBA59Afg0B4I6V5yXyIB21W9uSeZ3/fp1tGvXDiNGjOAf9IiIamFvxl5M2zINU7dOxcYbG8WOQw9w6dIl9OnTB4MGDWKds3GiblBUUlJSacRlSkoKkpKS4Ovri5CQEEyYMAGnT5/G5s2bodfrkZ2dDQDw9fU1roE3ZMgQjBs3Di+88AIA4LXXXsOoUaPQrFkz3L59G++++y5kMhmmTJli+W+QiBoFhUKB8vJydOrUCR07dmRhpAaJiYlBTEz1zRxBEPD555/j7bffxpgxYwAACQkJCAoKQmJiIiZPnmzJqESmV14IlOb9+fxOMiBzBMZ9C9w+A3gEAb4txcvXSOXl5UEmk6F3794QBIF1joiolpZfWg69oAcAJFxMwOhWo0VORNXJzMyEl5cXBg4cyBpnJ0Qd2Xny5El0794d3bt3BwDMnTsX3bt3x/z585GZmYmNGzfi1q1b6NatG0JCQoyPw4cPG+9x48YN5OfnG5/funULU6ZMQbt27TBp0iT4+fnh6NGjCAgIsPj3R0T2r7CwEEuXLsWFCxcAgMWRzColJQXZ2dmIiooyHvPy8kKfPn1w5MiRGl+nVquhVCorPYisklsgENoDEAQAEqD9yIrjjs5As0g2OkVwd0rf1atXAbDOERHVhY+zj/Frb7m3eEGoRmlpaUhISMDNmzdZ4+yIqCM7Bw4ceN8NPGqzuUdqamql56tXr25oLCKiWrlz5w4SEhLQoUMHDBkyROw41AjcneEQFBRU6XhQUJDxXHUWLFiA999/36zZiBos/3rFRkT51wEXH2DIu0CHkWKnatRu376NFStWIDIyEpGRkWLHISKyOa8+9Cp+OP8DtAYt4jrHiR2H/iIlJQWrV6/GsGHD0KVLF7HjkAmJ2uwkIrJlhw8fRkREBIYMGcK/ApJVmzdvHubOnWt8rlQqERYWJmIiompseQ3Irhglj7I7wNUtQJeJ4mZq5Pbv349HHnmEjU4ionoKcQ/BO5HviB2DqiEIAn7//Xc89thj6Nq1q9hxyMTY7CQiqqP8/Hx4eXkZN2hgo5MsJTg4GEDFtNJ7N97LyclBt27danydXC6HXC43dzyihlErAYkUEAwVD9e6b0xJppGTkwN/f39MmjQJUqlV72dKRERUZ1lZWQgODkZcXBzrnJ3i/6pERHVw+/Zt/Pjjj7hy5QqkUikbnWRRLVq0QHBwMHbv3m08plQqcezYMY68ItvX/xXAPRhwdAFaDgAGzhM7UaN08+ZNLFmyBGlpafwASEREdufSpUtYunQpsrOzWefsGEd2EhHV0q1bt7BixQoMGDAAERERYschO1VSUoLk5GTj85SUFCQlJcHX1xfh4eF45ZVX8OGHH6JNmzZo0aIF3nnnHYSGhmLs2LHihSYyhY5jgDbDKr52dBE3SyOVnJyMtWvXYsSIEWjZkptBERGRfTl37hw2b96MCRMmVJolRfaHbWwiolowGAzYsGEDBg8ezBF0ZFYnT55E9+7d0b17dwDA3Llz0b17d8yfPx8A8I9//AMvvvginn76afTq1QslJSXYtm0bnJ2dxYxN1DA6NXDsW+DAfwHlbbHTNEparRabNm3C6NGjuXYZmdX+/fsxatQohIaGQiKRIDExsdJ5QRAwf/58hISEwMXFBVFRUbh+/bo4YYnIbpSWlmL79u144okn0LZtW7HjkJlJhNpsed7IKJVKeHl5QaFQwNPTU+w4RCSyoqIieHt7Q61Wc91Dsgusc2R1ts0DLiYCDnLAPRCI3VTxNVkE6xxZ0m+//YZDhw7hoYcewuOPP47169dXmp3w6aefYsGCBVi2bJlxBsP58+dx6dKlWv9hj3WOiO7FOtf4cGQnEdF9XL9+HV9//TXy8/NZGImIzCH3MpC0CijNA4qzgJJcQKUQO1Wjce7cOSxevBglJSWsc2QRMTEx+PDDDzFu3Lgq5wRBwOeff463334bY8aMQZcuXZCQkIDbt29XGQF6L7VaDaVSWelBRAQAR48exffffw+NRsM614iw2UlEVIMrV67g559/xpgxY+Dv7y92HCIi+5Syv2KNTgkAgx7wawW4BYidqlE4c+YMNm/ejEmTJsHd3V3sOERISUlBdnY2oqKijMe8vLzQp08fHDlypMbXLViwAF5eXsZHWFiYJeISkZU7ePAg9u3bh6lTp8LJyUnsOGRBbHYSEVVDqVRi/fr1ePzxx9GpUyex4xAR2a+AjoDMqWInds8mQPQCQCIRO5Xdy8nJwbZt2zB16lS0atVK7DhEAIDs7GwAQFBQUKXjQUFBxnPVmTdvHhQKhfGRkZFh1pxEZP1u3ryJI0eOIDY2Fk2aNBE7DlkYd2MnIvoLlUoFT09PvPDCC/Dw8BA7DhGR/TLogYvrAIMWEARg6HwggJsGmJtKpUJQUBDrHNkNuVzO6alEBKBiOQy1Wo0WLVrg2WefZZ1rpDiyk4joHmfOnME333wDnU7HwkhEZG7514DUg4CjK+DkBmSdFTuR3Tt48CCWLl0KQRBY58jqBAcHA6gYeXyvnJwc4zkiopoIgoAdO3Zg7dq1kEgkrHONGJudRER/OHHiBLZt24Zx48bBwYED34mIzM7Vr2IK+12eoeJlsXOCIGDv3r04cuQIxo0bBwmXCiAr1KJFCwQHB2P37t3GY0qlEseOHUNkZKSIyYjI2gmCgK1bt+Ly5csYOXKk2HFIZHX6NG8wGLBv3z4cOHAAaWlpKCsrQ0BAALp3746oqCguBE1ENuvatWvYvXs3pk+fzn/LqE5YG4kawNUfiJhYsUlR84eBXn8TO5HdSkpKwsmTJxEbG4vAwECx45ANMXWdKykpQXJysvF5SkoKkpKS4Ovri/DwcLzyyiv48MMP0aZNG7Ro0QLvvPMOQkNDMXbsWBN/Z0RkTw4ePIgbN24gLi4O3t7eYschkUkEQRAedFF5eTn+85//YPHixSgoKEC3bt0QGhoKFxcXFBQU4MKFC7h9+zaGDRuG+fPno2/fvpbIbjZKpRJeXl5QKBTw9PQUOw4RmZlerwcAFBQUICCAOwBT7dhybWSdI6vx+wLgwrqKr8MjgTELxc1jhwRBgMFggF6vR0lJCXx9fcWORDbCXHVu7969GDRoUJXjsbGxiI+PhyAIePfdd/Hdd9+hqKgI/fv3x9dff422bWu/ni/rHFmLzJJMlGhK0NanLUfUm4nBYIBEIoFKpYJWq+XPPAGoZbMzLCwMkZGRiIuLw9ChQ+Ho6FjlmrS0NKxatQrffvst3nrrLTz11FNmCWwJLI5EjYMgCNi3bx9yc3MxadIkseOQjbHl2sg6R1Zj2ShAebvia4kMmHOMO7Gb0N0pfQAwYsQIkdOQrWGdI2qYHak78NWZrwAAg8IGYW7PuSInsj96vR7r169HQEAABgwYIHYcsiK1anZevnwZHTp0qNUNtVot0tPT0apVqwaHEwuLI5H9EwQBe/bswZkzZzBz5kxO6aM6s+XayDpHVmPPR8DFXyu+DusLjF0kbh47YjAYsHnzZqSmpmLmzJmc0kd1xjpH1DCv/P4KbhTdMD5fM3INXB1dRUxkX3Q6HdatW4eioiLMmDEDbm5uYkciK1KrNTtrW+QAwNHR0WqKHBFRTQ4ePIizZ89i1qxZ8PPzEzsO2SDWRiITGPgmENIV0KmA9txMwJS2b9+O9PR0xMXFsdlD9cI6R9QwYR5hxmanv4s/nB2cRU5kXxITE1FcXIzY2Fi4uLiIHYesTK1Gdv5VYWEhfvzxR1y+fBlARSGcPXu23awBxL8EEtkvQRAgkUhQUFAAAHbz7xaJz5ZqI+sckf26W+dycnLg5uYGd3d3sSORnWCdI6qbMm0Z1l5di2JtMca3GY9Q91CxI9mFu3Xu1q1b8Pf3h7Mzm8hUVZ2bnfv378fo0aPh6emJnj17AgBOnTqFoqIibNq0CY8++qhZgloSiyORfTIYDNi0aRNCQ0PRq1cvseOQHbG12sg6R2SfdDodfvnlF0RERKBjx45ixyE7wjpHRNZArVZjzZo1ePTRR9G8eXOx45AVq3OzMyIiApGRkVi8eDFkMhmAikVhn3/+eRw+fBjnz583S1BLYnEksj8GgwGJiYm4ffs2Zs6cyZ9tMilbq42sc0T2R6vVYu3atSgrK8P06dM5pY9MinWOiMSmUqmwcuVKODk5YfLkydVumkZ0V52bnS4uLkhKSkK7du0qHb969Sq6deuG8vJykwYUA4sjkX0RBAG//vorcnJyMHPmTE7pI5OztdrIOkdkXwwGA1asWAGdToepU6dySh+ZHOscEYlJq9Vi6dKlcHd3x6RJk+DgUKvtZ6gRq/P/Q3r06IHLly9XKXSXL19G165dTRaMiMhUJBIJOnfujJiYGLi6cgdEMj3WRiISk1QqxUMPPYQ2bdrAyclJ7Dhkh1jniEhMDg4O6Nu3Lzp16mQcXU50P3Vudr700kt4+eWXkZycjL59+wIAjh49ikWLFuGTTz7BuXPnjNd26dLFdEmJiOpIq9Viw4YN6N+/f5VfzolMibWRiMSgUqmwYcMGDBs2DJ06dRI7Dtkx1jkiEkNJSQk2bdqE0aNH898WqpM6T2OXSqX3v6FEYtwdS6/XNyicWDjtgcj2aTQarF69GjqdDtOmTYNcLhc7EtkxW6uNrHNkNQpTgdwrQGg3wCNY7DQ2pby8HMuXL+eUPrII1jkisjSlUomEhAQ0bdoUo0ePfuC/Q0T3qvNvRSkpKebIQURkMhqNBitXroRUKsX06dM5pY/MjrWRqB5yLwPrngT0asDZC3hiJeAZInYqm1BWVoaEhAT4+PhgwoQJnNJHZsc6R0SWpFAosGzZMjRv3hyjRo2CRCIROxLZmDo3O5s1a2aOHEREJuPg4IA2bdqgT58+3KWPLIK1kageUg9WNDoBQKUAMk8BniPFzWQjHB0d0blzZ0RGRrLRSRbBOkdEliSXy9GzZ09ERkay0Un1UqtxwEePHq31DcvKynDx4sV6ByKyJVeylVh1LB0XMhViRyFUTOnbvHkzdDod+vfvz0YnmRVrI1EDBUf8+bXUEQjsIF4WG6FUKrF161ZIpVL079+fjU4yK9Y5IrK0/Px87NixA3K5HP369WOjk+qtVs3OGTNmIDo6Gj///DNKS0urvebSpUv4v//7P7Rq1QqnTp0yaUgia3QjrwQv/XQGPxy4iVfWJLHhKbLS0lIsW7YMpaWl/PBHFsHaSNRA4X2B0V8Bvf4GPP4t4NdK7ERWraioCEuXLoVOp+O6ZWQRrHNEZEm5ubmIj4/nGtRkErX6f9GlS5ewePFivP3225g6dSratm2L0NBQODs7o7CwEFeuXEFJSQnGjRuHHTt2ICIi4sE3JbJxl24rodNX7O9lMAi4kKlA5yZeIqdqnIqLi7F8+XIEBQVh7NixbHaSRbA2EplAs34VD7qvgoICJCQkoG3btoiJieFIF7II1jkispSsrCwsX74cffr0wYABA8SOQ3agzruxnzx5EgcPHkRaWhrKy8vh7++P7t27Y9CgQfD19TVXTovi7n1UGxkFZXhm+SmotHo4OUjx1ZTuaBPkIXasRqmoqAgnTpzAkCFDONqFRGFrtZF1jsi25Obm4tKlSxgwYAAbnSQK1jkiMqf09HRkZmYiMjJS7ChkJ+rc7GwMWByptjIKynA+U4EOIZ5o4e8mdpxGp6ioCFevXkWfPn3EjkJkU1jniGxDbm4uMjMz0b17d7GjENkU1jki25Ceno6SkhJ07NhR7ChkZ+q1GIJer8fq1auxf/9+FBQUwNfXF48++iieeOIJrq9AjUqYryvCfF3FjtEoFRQUYNmyZWjXrh0EQeBIFxIdayORjRIEwApryL1T+oisAescEZlSSkoKVq9ejWHDhokdhexQvUZ2xsXFISwsDGPGjIG3tzcKCwuxceNGZGRkID4+3gwxLYt/CSSybnl5eUhISEBERASGDh3KRidZBVuqjaxzRPfQlAJO1jU749atW1i5ciX69++Phx9+WOw4RABY54jIdJKTk7F27Vo89thj6Natm9hxyA7V609wKSkpVQpar169uJAsEVlEXl4eevTogYEDB7LRSVaDtZHIBum1gE5tdc3O7OxsDBw4kKM6yaqwzhGRqdy+fRujRo3ixmZkNvVqdoaEhOBf//oXRo8eDR8fHxQWFmLDhg0ICQkxdT4iIqOsrCzodDp07NiR67qQ1WFtJLJBmhKxE1SSmpoKNzc39OzZU+woRFWwzhFRQ127dg1BQUF49NFHxY5Cdq5e09jLy8uxZMkSHDhwAIWFhfDz80P//v0xa9YsuLi4mCOnRXHaA5H1uTulb8CAAejbt6/YcYiqsKXayDpH9AfFLcDRFXAVfzfpu1P6ONKFrBXrHBE1xIULF7Bx40ZMmjQJrVu3FjsO2Tnuxl4NFkci65Keno5Vq1Zh0KBBnNJHZAKsc0QADHqgIKWi0Slys/PatWtYt24dG51EJsI6R2RdkpKSsHXrVjY6yWKkprwZ12shInM4d+4chg4dykYn2STWRiIrZSVT2AVBwNmzZzF27Fg2Oskmsc4R0f0YDAacP38eU6ZMYaOTLKZea3b+85//rHJMEARcvHixwYGIiO5KS0tDUFAQRowYwY2IyOqxNhLZGE2p2Alw8+ZNhIeHY8KECaxzZPVY54ism0EwQCox6Xi2BktOTkbLli0xffp01jmyqHr9JHzyySfQ6/UQBMH4qI/9+/dj1KhRCA0NhUQiQWJiYqXzgiBg/vz5CAkJgYuLC6KionD9+vUH3nfRokVo3rw5nJ2d0adPHxw/frxe+YhIPNeuXcPKlStx69YtFkayCaaqjURkAQYDoC0XNUJSUhJWr16NnJwc1jmyCaxzRNatXCduXfurw4cP45dffkFhYSHrHFlcvUZ2duvWDePGjUO3bt0qHd+7d2+d7lNaWoquXbti9uzZePzxx6uc/+yzz/Dll19i2bJlaNGiBd555x1ER0fj0qVLcHZ2rvaea9aswdy5c/HNN9+gT58++PzzzxEdHY2rV68iMDCwTvmISByXLl1CYmIixo4dy6kOZDNMVRuJyAK0pYCIjZpTp05hx44dmDJlCpo0aSJaDqK6YJ0jsm5l2jK4ObqJHQNAxcC2o0ePYubMmfDz8xM7DjVC9dqgSBAEk3fmJRIJ1q9fj7FjxxrfIzQ0FK+++ipee+01AIBCoUBQUBDi4+MxefLkau/Tp08f9OrVCwsXLgRQsT5EWFgYXnzxRbz55pu1ysIFrYnEo9fr8d1332Hw4MFo166d2HGIas0ctdFcWOeo0SvOBtR/rNlp4Q2KVCoVvv/+e4wZMwbh4eEWe1+ihmKdI7JeGr0Gd8rvIMQ9ROwoUCqVWLZsGSZNmoSgoCCx41AjVa9p7JYocikpKcjOzkZUVJTxmJeXF/r06YMjR45U+xqNRoNTp05Veo1UKkVUVFSNrwEAtVoNpVJZ6UFElpeVlQWpVIpnnnmGjU6yObbyAZDIalzfCayZCfz+8Z+NR0sQBNHW68zKyoKzszPmzJnDRifZHNY5IutVpi0TOwIEQUBWVhY8PT0xZ84cNjpJVHWexj5u3LhqC51EIoGzszNat26NqVOnNrhRkZ2dDQBVfkCCgoKM5/4qPz8fer2+2tdcuXKlxvdasGAB3n///QblJaKGuTul77nnnoO3t7fYcYjqxFK1kchuJO8B1kwHDHogeWfFzujRH1vmvbVlokxh379/P44dO4YXXngBLi4uFn9/ooZgnSOybmW6Mkgg3h8kBEHAtm3bcO3aNcyZMwcODvVaMZHIZOo8stPLywt79uzB6dOnIZFIIJFIcObMGezZswc6nQ5r1qxB165dcejQIXPkNYt58+ZBoVAYHxkZGWJHImpUjh07hp07d2LatGlsdJJNsmRt1Ov1eOedd9CiRQu4uLigVatW+OCDD7hRBNmWq1srGp0AoNcCuTX/UdrkLDyqUxAE7NmzB8ePH8fMmTPZ6CSbZI+fAYnshdaghUavEe39BUHA5s2bce3aNcTGxrLRSVahzv8vDA4OxtSpU7Fw4UJIpRW9UoPBgJdffhkeHh5YvXo1nn32Wbzxxhs4ePBgvYMFBwcDAHJychAS8ue6Ezk5OVUWxb7L398fMpkMOTk5lY7n5OQY71cduVwOuVxe76xEVH8FBQXYv38/ZsyYwU0ayGZZqjYCwKefforFixdj2bJl6NSpE06ePIlZs2bBy8sLL730kim+HSLza/IQcP7nisajVAZ0n2a599ZYcMo8gMzMTCQlJSEuLg7+/v4WfW8iU7FknSOiuhF7Cvu1a9eQmpqKuLg4eHl5iZqF6K46b1AUEBCAQ4cOoW3btpWOX7t2Df369UN+fj7Onz+PRx55BEVFRbUPUsMGRa+99hpeffVVABUL3QYGBj5wg6LevXvjq6++AlBRhMPDw/HCCy9wgyIiK6NQKODl5QW1Ws0/OJBNM1dtrM7IkSMRFBSEH3/80Xhs/PjxcHFxwYoVK2p1D9Y5sgqXNgKZJ4G2jwHN+lrmPbXlgCKz8jEzbVAkCILxZ411jmydJeucKbDOUWOSXZoNlU4FuUxu0Q2K9Ho9ysrK4OHhwTpHVqfO09h1Ol21619euXIFen3FdCRnZ+daLWBdUlKCpKQkJCUlAajYlCgpKQnp6emQSCR45ZVX8OGHH2Ljxo04f/48Zs6cidDQUGNDFACGDBli3HkdAObOnYvvv/8ey5Ytw+XLl/Hcc8+htLQUs2bNquu3SkRmcndKX0JCAgwGAwsj2TxT1sYH6devH3bv3o1r164BAM6ePYuDBw8iJiamxtdwIz6ySh1HA0P/ablGJ2CxKex3p/T9/PPPEASBdY5sniXrHBHVns6gg0qnsvj76vV6/PLLL9iyZQsAsM6R1anzNPYZM2bgySefxP/93/+hV69eAIATJ07g448/xsyZMwEA+/btQ6dOnR54r5MnT2LQoEHG53PnzgUAxMbGIj4+Hv/4xz9QWlqKp59+GkVFRejfvz+2bdsGZ2dn42tu3LiB/Px84/MnnngCeXl5mD9/PrKzs9GtWzds27aNO4ERWQlBELBz506cP38esbGxxqlQRLbMlLXxQd58800olUq0b98eMpkMer0eH330EaZNq3kaMDfiI6tTnA1c/Q3wDAXaRlvufS0whd1gMGDjxo3IyMhAbGwsmz9kFyxZ54io9sp15RZ/T51Oh59//hnFxcWYPn26xd+fqDbqPI1dr9fjk08+wcKFC41rYwYFBeHFF1/EG2+8AZlMhvT0dEilUjRt2tQsoc2N0x6IzOf8+fPYtWsXYmNj4etr+mmDRGKwZG1cvXo1Xn/9dfzrX/9Cp06dkJSUhFdeeQX//e9/ERsbW+1r1Go11Gq18blSqURYWBjrHInjzg3gh6iKUZbOnkDU+5ZZs1OnBoqq2YTSxNPYjx49ilOnTmHmzJnw8PAw2X2JxGRrnwH5eY4ai5zSHGPD01LT2Hft2oXU1FRMnz690kA0ImtS52bnve5Og7O3AsLiSLWVfqcMckcpgjz5j/yDCIIAjUYDR0dHlJWVwd3dXexIRGZh7toYFhaGN998E3PmzDEe+/DDD7FixYpqpxjWlJF1jkST+AJw7icAf4x4jBgPjPvW/O9bVlDx+CsTNTv1ej0MBgMkEgk0Gg1cXV0bfE8ia2QLnwFZ56gxMAgGZBRn4G5Lx9zNTo1GA5lMBp1OV/F+nLpOVqze80fz8vJw7tw5nDt3rtI0cqLG4uu9yYhbehxTvz+KreezxI5j1QwGAzZs2IDNmzdDKpWy0Ul2yxK1saysrMryDzKZDAaDwSzvR2RSBgOQfhgw6ACDFoAAhFlozU4zTmHX6XRYs2YNdu/eDQcHBzY6yW5Zos7p9Xq88847aNGiBVxcXNCqVSt88MEHaMAYHSK7VK4rt9jPhVqtxooVK3DkyBHI5XI2Osnq1bnZWVpaitmzZyMkJASPPvooHn30UYSEhODJJ59EWVmZOTISWR29QcAvp24BAAQB+PlkNdPiCEDFL6zr16/H7du3MWzYMLHjEJmFJWvjqFGj8NFHH2HLli1ITU3F+vXr8d///hfjxo0z6fsQmcXZVUBh2h9PJEBAB6CnBTaR1GsBncYst9ZqtVi9ejXKy8sxcOBAs7wHkdgsWec+/fRTLF68GAsXLsTly5fx6aef4rPPPsNXX31l0vchsnVlWsv0X8rLy7F8+XLI5XL06dPHIu9J1FB1bnbOnTsX+/btw6ZNm1BUVISioiJs2LAB+/btw6uvvmqOjERWRyaVIMDjz79mhXi7iJjGuu3cuRN5eXmIjY3l2mVktyxZG7/66itMmDABzz//PDp06IDXXnsNzzzzDD744AOTvg+RWWSfB6RSQOoISB2A5v0s875mHNW5ceNGaLVarl1Gds2Sde7w4cMYM2YMRowYgebNm2PChAkYNmwYjh8/btL3IbJlgiBYZHMiQRDw888/w93dHU888QQcHR3N/p5EplDnNTv9/f2xbt26Kn+5/v333zFp0iTk5eWZMp8ouMYL1Ub6nTIsP5oKFycHPPlwC3i58h/+e+n1ekilUhQXF3NKH9k9W6uNrHMkmgu/ADvnA+piwMkDeGoP4BFk/vdV3AK0qurP1XPNTr1eD5lMhoKCAri7u8PJyamBIYmslyXr3Mcff4zvvvsOO3bsQNu2bXH27FkMGzYM//3vfzFtWvWbmXEjPmpsyrRlyC3LrXTM1Gt23q1zeXl58PX1hUwmM9m9iczNoa4vKCsrQ1BQ1V9KAwMDOY2dGpVwP1e8NaKj2DGs0t0pfR06dEDPnj3FjkNkdqyNRLXUeTzg7AUUpgJthlmm0anX1dzorKfy8nKsWLECjzzyCNq3b2/SexNZI0vWuTfffBNKpRLt27eHTCaDXq/HRx99VGOjEwAWLFiA999/36Q5iKxZmc68v18qlUqsWLECI0eORHh4uFnfi8gc6jyNPTIyEu+++y5Uqj9/aSwvL8f777+PyMhIk4YjItuj0WiwcuVK6HQ6REREiB2HyCJYG4nqoHUU0OtvgLeFPjypikx6u7KyMiQkJMDDwwOtW7c26b2JrJUl69zatWuxcuVKrFq1CqdPn8ayZcvw73//G8uWLavxNfPmzYNCoTA+MjK4nj7Zt3Kt+aawKxQKxMfHo0mTJmjatKnZ3ofInOo8svOLL75AdHQ0mjZtiq5duwIAzp49C2dnZ2zfvt3kAYnIdgiCgJ9++glSqRSTJ0/mlD5qNFgbiayUQQ+oFCa7nV6vx7Jly+Dv74/HH3+cU/qo0bBknXv99dfx5ptvYvLkyQCAiIgIpKWlYcGCBYiNja32NdwdmhqTcl059ILeLPdWqVRYunQpWrdujREjRkAikZjlfYjMrc7Nzs6dO+P69etYuXIlrly5AgCYMmUKpk2bBhcXbtJC1FgJggCJRIKBAwciNDSUi1dTo8LaSGSlVAqgbsvT10gQBMhkMkRHR6N58+aQSus8QYrIZlmyzpWVlVX5+ZLJZDAYDCZ9HyJbZa5d2AVBgLOzM0aNGoWWLVuy0Uk2rc7NTgBwdXXFU089ZeosRGSjysrKsHr1ajz22GNo1qyZ2HGIRMHaSGRlDAaTTWFXKBT4+eefMWHCBLRs2dIk9ySyNZaqc6NGjcJHH32E8PBwdOrUCWfOnMF///tfzJ492+zvTWQLzLFeZ25uLjZs2IBp06ahVatWJr8/kaXVqtm5cePGWt9w9OjR9Q5DRLanpKQECQkJCAgIQEBAgNhxiCyGtZHIyqkVFQ3PBiosLMSyZcvQpk0beHl5mSAYkW0Qq8599dVXeOedd/D8888jNzcXoaGheOaZZzB//nyTvQeRrVLr1dAbTDuFPTs7G8uXL0evXr04I4nshkQQHjy3p7bTdCQSCfR686wdYUlKpRJeXl5QKBTw9PQUOw6R1SorK8OSJUvQpEkTjBkzhlP6qFGx5drIOkd2TxAqdnyvzQdCV9+KRzUUCgV+/PFHdOzYEdHR0ZzSR40K6xyR9SlUFUKhrn4tarlMjhD3kDrdLzc3F0uXLsXDDz+M/v37myIikVWo1chOro9CRNVxcXFB//790aVLFzY6qdFhbSSyYmpl7RqdD+Du7o4hQ4agS5cubHRSo8M6R2RdBEFAiabEpPf09vbGiBEj0LlzZ5Pel0hs7E4QUZ0VFBRg9erV0Gq16NatGxudRERUO4pM4MB/gBM/ADq1+d6nvLBBL8/OzsbPP/8MAOjatSsbnUREJLpibbHJdmFPS0tDYmIiHB0d2egku9SgDsWOHTtQXl5uqixEZAPy8/MRHx8PHx8f7rhOVA3WRqIaGPTA+meApFXA0cUVTU9zUCkBva7eL799+zaWLVuGkJAQyGQyEwYjsg+sc0TiKNYUm+Q+N2/exKpVqxAeHs4/5pHdalCzMyYmBhkZGabKQkRWLi8vD/Hx8ejSpQuGDRvG4khUDdZGohqoi4HirD+f5101z/s0YAf2W7duISEhAY8++ijXLiOqAesckeWVacug1WsbfJ/k5GSsXr0aI0aMQI8ePUyQjMg6NajZWYu9jYjIjjg7O+ORRx7BkCFD2OgkqgFrI1ENXLyBFo/++bzDKNO/h7oE0Gnq/XIXFxdER0cjMjLShKGI7AvrHJHlKTVKk9zHzc0NY8eORZcuXUxyPyJrVasNioiocbt9+zauXbuGgQMHok+fPmLHISIiW/XYv4GM4xW7nwe0M/3967lW582bN5Gbm4u+ffvCz8/PxKGIiIjqT61XQ6VTNegeFy9eNO63EBJStx3biWwRdxUhovvKyMhAQkIC5HK52FGIiMiWqZTAz3HAxhcqNigywW7plWjK6rXp0fWbqVi9ejVcXV1Nm4eIiMgElOqGjeo8d+4cNmzYADc3NxMlIrJ+HNlJRDVKTU3FTz/9hKioKPTq1UvsOEREZMt2zgeu/Vbx9aUNQNvhQOshprt/PUZ1XrmZgV93HcaYMWPRqVMn02UhIiIyAZ1BhzJdWb1ff/r0aWzfvh2TJ09Gy5YtTZiMyLqx2UlENdJoNIiOjubi1URE1HAp+4G7S/2VFwGOLqa7t1YFaOu+O7RKo8XjI6LRno1OIiKyQsWa4gatk6vRaDB16lQ0a9bMhKmIrB+bnURUxfXr1yGTydC2bVuxoxARkb3wbwuU3QH0asCzKdCsn+nuXV5Qp8vPX0uBn7cnurVvWbF+KBERkQlp9VqsuLwCmSWZGN58OHoG96zzPfQGPYo1xfV6/5MnT6JFixbo27dvvV5PZOu4ZidRPSjKtfj7miQ8/vUh/HDgpthxTOrKlSv4+eefoVI1bBFsIiKiSmI+ATqOATpPAKauMd19NWUVj1o6fSkZm/ceh0qtNV0GIiKie6y5uga/Xv8Vx7KO4aNjHyG/PL/O91BoFDAIhjq/7uDBg9i9ezfU6rqvY01kLxo0snPx4sUIDg42VRYim/Hq2iTsu5YHmVSC3GI1+rfxR/tgT7FjNdiFCxewceNGPP7442jfvr3YcYhsEmsjUQ18mgOjvzT9fUvzan3pifPXsOvIGUwdORDNQoNMn4WoEWCdI3qwnLIc49c6gw6FqkL4u/jX+vU6g67OozoFQcDevXtx4sQJxMbG8ueUGrUGNTufeeYZU+Ugshl5xWqcTqvYBEFvEKAo10JvqP86KtYkMzMTEydORJs2bcSOQmSzWBuJLKi8CNDXboSmIAi4nVeA6aMHIyw4wLy5iOwY6xzRg41sORLHs4+jTFuGh4IeQkuvum0OpFAr6rxWp8FgwJ07dxAXF4eAANY5aty4ZidRHTnKJPBydYJaZ4BWL6B9sAc6hXqJHatBLl68iBYtWiA6OlrsKERERLVj0Nd6rc6zV2+iQ4swjBnMtcuIiMj82vm2w4/DfkShuhBN3JtAKqn9CoJagxYl2pJaXy8IApIvJqND5w4YP358feIS2R2u2UlUR96uTnjrsQ7o1cIXY7qFYvH0h8SO1CDHjx/Hxo0bUVBQt80diIiIRFV2BzDcfy0zQRDw+7Fz2HHwNBQltV/Xk4iIqKHcndwR5hFWp0YnULdRnYIg4Njvx3D22FmUl5XXJyaRXeLITqJ6iOoYhKiOtr/W15EjR7Bv3z7MmDEDTZs2FTsOERFR7WjLAZXyvpcIgoDdR5Nw9spNxI0bigBf256FQURE9k+tV6NEU7tRnQaDAUd2H0HOrRwMnzgc7h7uZk5HZDvY7CRqpLRaLa5cuYKZM2ciNDRU7DhERES1Iwi12pSoXKVG2u1cxI0bCj9v299EkIiI7F+hqrDW15YWl0JZqMTwicPh6u5qxlREtkci1HXV20ZAqVTCy8sLCoUCnp785ZjsiyAISE5ORuvWrQEAEolE5EREZGmsc2TTygoqHjUQBAHJ6bfRplkTCILw4Drn6lvxICK7wTpHtqhUW4q8sgf/Mc+gNyD7VjZCm4VWqnNymRwh7iHmjklkE2o1svPLL7+s9Q1feumleochIvMSBAG7d+/G2bNn8fTTT8PDw0PsSEQ2i7WRSAQ6DVBe86gXg8GATXuPIy0zB+FPBELu5GjBcET2hXWOyHIEQUCB6sF7KOh1euzbug9lJWUIbhoMqYzbsBBVp1YjO1u0aFHpeV5eHsrKyuDt7Q0AKCoqgqurKwIDA3Hz5k2zBLUk/iWQ7JEgCNi2bRsuX76M2NhY+Pn5iR2JyKbZcm1knSObpbgFaFXVnjIYDEjcdQS38wowc8wQeNZ2Sh9HdhJVi3WOyHIKVYVQqBX3vUan02Hvpr1QqVQYOm4o5M7ySuc5spPoT7X6M0BKSorx8dFHH6Fbt264fPkyCgoKUFBQgMuXL6NHjx744IMPzJ2XiOopLy8PN27cwKxZs9joJDIB1kYiCysrqLHRCQAZ2XnILVAgblxU7RudRFQj1jkiy9DqtVBq7r/pHgBkpmRCq9Vi2OPDqjQ6iaiyOq/Z2apVK6xbtw7du3evdPzUqVOYMGECUlJSTBpQDPxLINkTg8GA3NxcBAcHw2AwQCrlVAciU7O12sg6RzZHp64Y1VnNr606vR4FRcUI9POuX53jyE6iB2KdIzKf7NJsqHQ1/zFPo9ZAVaaCp4/nfescR3YS/anOXY+srCzodLoqx/V6PXJyckwSiohMw2AwIDExERs2bIAgCGx0EpkJayNRLeRcBA4vBJJ31+11ggAUZ1fb6NTqdFi9dR92HDoNAHWvczIHwNGlbq8haoRY54jMo1hTfP9Gp0qDnet34tzxcwDqUeeIGqk6/6QMGTIEzzzzDE6fPm08durUKTz33HOIiooyaTgiqj+9Xo9169YhJycH06dP567rRGbE2kj0ANd3AEsfA/b/C9jyKnB9V+1fW3YH0GurHNZodVi1eS80Wh0mDn+kbnkkkorRnN7N2OwkqgXWOSLT0xl0KFTVvOmeqlyF7b9uh7OLMyKHRFowGZHtq3Ozc8mSJQgODkbPnj0hl8shl8vRu3dvBAUF4YcffjBHRiKqh7Nnz6KoqAixsbFwc3MTOw6RXWNtJLoPvQ7Y9iagKa14lBcAORdq91pNGVBeVO2po2evAACmjxxUt13X5R4VTU5X34qmJxE9EOsckekVqApgEAw1nj977CzcPd0xcORAyBxkFkxGZPvqvGbnXdeuXcOVKxW/ZLZv3x5t27Y1aTAxcY0XsmVarRYajQaurq7QarVwcnISOxJRo2ErtZF1jixKUwosfhgozgIMesDRGYjdBIR2v//rDHqgKL3iP++hUmsgkUjg6CCD3mCAo4ND7XI4yAG3gIr3J6J6YZ0jqp1DmYdwJvcMugV2Q/8m/aucL9GUIL88v9rXlpeWw0nuBAECpBIppLLajVHjmp1Ef6rlb4dVNW/eHIIgoFWrVnCo7S+ZRGRWGo0Gq1evhre3N0aPHs1GJ5GFsTYSVcPJDWg/Ejj7EyBzBIZ+8OBGJwCU5lVpdJap1FixcQ9aNwvF4D5da7d2mVQGuPoBzmx4EDUU6xzRg53PO49Pjn8CANieuh0e/T3QNaCr8fz9pq+XFpdi+y/b0aFbB3To1sEieYnsUZ2nsZeVleHJJ5+Eq6srOnXqhPT0dADAiy++iE8++cTkAZs3bw6JRFLlMWfOnGqvj4+Pr3KtszP/gk/WT6OreQpDbajVaqxcuRKCIGD48OEmSkVEtWHp2khkU3KvVKzZ6ehaMYU8uPODX6NSAOqSSodKy1RYlrgL3p5uGNCzFvcAKhqc3s3Y6CRqINY5otpLVaZWep6mTKv0/E75HeiFyn/MA4ASRQm2/bwNIU1D0L5r+zq9p1QihbuTe52zEtmrOjc7582bh7Nnz2Lv3r2VmohRUVFYs2aNScMBwIkTJ5CVlWV87Ny5EwAwceLEGl/j6elZ6TVpaWk1XktkDdQ6Pco1VQteXWzbtg2Ojo6YOnUqR3QSWZilayORzVBmAb/9A8i/BigygJI84HbS/V+jUwOlVaf2bdhzBIG+XpgwrD9ksgesXSZzBLyaAO6BAHeuJWow1jmi2usT0gfecm8AgJfcC32C+xjPKTVKlOvKq7xGEATs3bIXTVs2Rd8hfeu0uay7kzuauDeBh5NHg7MT2Ys6zz1ITEzEmjVr0Ldv5R/ATp064caNGyYNBwABAQGVnn/yySdo1aoVBgwYUONrJBIJgoODTZ6FyFwUZVrI67notFqthpOTE4YOHQonJydOKSISgaVrI5FNSD8GJD4HFNzzM6BWAP73WePPYACKs4F7lpRXqTVwljth1KC+cHOR33/qukQCuPhUPLj5EJHJsM4R1V6gayAWDlmIFEUKWni1gJfcCwCg1Wurnb6uUWvgJHfCoNGD4OrmWutGp7ODM3ydfeEk40AXor+q85+68/LyEBgYWOV4aWlpnf76UB8ajQYrVqzA7Nmz7/teJSUlaNasGcLCwjBmzBhcvHjxvvdVq9VQKpWVHkSWotEZUKLW1eu1paWlWLJkCZKSkuDq6spGJ5FIxKyNRFZr/2dA4T2zayRSwOkB09hLcwG91vi0UFmCb9dsxfXUTHi4udy/0enoDHiFcZd1IjNgnSOqvbN5Z/H56c9x+PZhOEodAVSM3Mwrz8Nf94cuzC/E+mXrkZ+TDzd3t1r9PDlIHRDgGoBgt2A2OolqUOdmZ8+ePbFlyxbj87s/jD/88AMiIyNNl6waiYmJKCoqQlxcXI3XtGvXDkuWLMGGDRuwYsUKGAwG9OvXD7du3arxNQsWLICXl5fxERYWZob0RNVTlGsffFE1iouLER8fj8DAQHTt2vXBLyAis7F0bczMzMT06dPh5+cHFxcXRERE4OTJkyZ/H6IGyb/+R9Pxj183Xf2B0V9W7IpenfKiSut03ilSIn79TrRt0RStm4XW/D4SCeAeAHg1BRz4oY/IHMT8DEhkS87mnsXTO57Gphub8Mv1X7Ds4jIAQIGqABq9ptK1d3LvYPu67WjftT38g/wfeG+JRAJvuTeauDeBm6ObWfIT2Ys6DwP7+OOPERMTg0uXLkGn0+GLL77ApUuXcPjwYezbt88cGY1+/PFHxMTEIDS05l94IyMjKxXcfv36oUOHDvj222/xwQcfVPuaefPmYe7cucbnSqWSDU+yCJ2+fqM6DQYDVqxYgaZNm2LUqFG1242WiMzGkrWxsLAQDz/8MAYNGoTffvsNAQEBuH79Onx8fEz6PkQNFtixYqMhwQCEdAXiNtd8rbYcKLvz51OdDgkbdqNzm2aIiuxe80gXR5eKdTlljiYOT0T3EvMzIJEt+e78d9AYKpqahapC5JXnoUxbhmJNcaXrVOUq7PhlByJ6R6DzQw/edM/ZwRl+Ln7GkaJEdH917pD0798fSUlJ0Ol0iIiIwI4dOxAYGIgjR47goYceMkdGAEBaWhp27dqFv/3tb3V6naOjI7p3747k5OQar5HL5fD09Kz0ILIERbm2ylSGB9Hr9ZBKpXj88ccxevRoNjqJrIAla+Onn36KsLAwLF26FL1790aLFi0wbNgwtGrVqsbXcLkWsjhtOZB3GdCUVExL73Wf39/0ukrrdOr1Bjg6OGDKiIE1NzolEsDNr2ITIjY6icxOrM+ARLbGWeYMF5kLgIod0ke0GIE75XcqXWPQG+Ds4ozoCdEPbHTKJDLjlHU2Oolqr14L/LVq1Qrff/+9qbPc19KlSxEYGIgRI0bU6XV6vR7nz5/HY489ZqZkRPWjNwgoVtVtVOedO3ewcuVKTJkyBUFBQWZKRkT1YanauHHjRkRHR2PixInYt28fmjRpgueffx5PPfVUja9ZsGAB3n//fbNnIzLa/jZQmFrxtSAAF34BOo2tep0gAMVZgEEPAMjKK8Da3/Zj9vhoBPvXMFrZwQlwD+aUdSILE+MzIJEtUagVyCvPg9aghYuDC/6v9/8h1D0Uar3aeE1WRhaO7DqCUdNGwTfA9773c3dyh4/cBzJp/TayJWrM6jwkLCoqCvHx8RYdFWIwGLB06VLExsZW2YBl5syZmDdvnvH5P//5T+zYsQM3b97E6dOnMX36dKSlpdV5RCiRuSnLtTDUYVRnXl4e4uPj0aFDB/j7P3hNFyKyHEvWxps3b2Lx4sVo06YNtm/fjueeew4vvfQSli1bVuNr5s2bB4VCYXxkZGSYPSc1cufX/Pm1oAecvau/rjQP0FV8CLyVnY+EDbvRK6IdPNxcqr/exbtiEyI2OoksSozPgES2Znf6bhSqChHsFgw/Zz/oDLpKjc7M1Ezs2bgHXfp0gaNTzaM0HaQOCHILgr+LPxudRPVU52Znp06dMG/ePAQHB2PixInYsGEDtNr6bbBSW7t27UJ6ejpmz55d5Vx6ejqysrKMzwsLC/HUU0+hQ4cOeOyxx6BUKnH48GF07NjRrBmJ6sJgEKBU1f7nRqlUIj4+Hj169EBUVBR3vSSyMpasjQaDAT169MDHH3+M7t274+mnn8ZTTz2Fb775psbXcLkWsiiDAdCq7zkgAQa+WfW68iJAVdE4yStQYMWmPRjUuwv6de9Q9VqpFPAMBdz8udM6kQgs/RmQG/GRLSlUFWLa1mn44MgHSFOm4Xbpbaj0KjhI/xyolXs7F3s370W/qH5o3bF1jfdyd3JHqHsoXBxq+KMfEdWKRKjrgoGo+KC1a9curFq1CuvXr4dMJsOECRMwbdo0DBgwwBw5LUqpVMLLywsKhYIfCMksiso0KCitvBufn5scXq5V/8J390f05s2b912Tj4jEZana2KxZMwwdOhQ//PCD8djixYvx4YcfIjMzs1b3YJ0js7p1ClgSDRj+aIQEdwWe3V/5Gk1ZxfR1QYDwxyM1Mwctw0Kq3s/RBfAIBji6hUhUlqpzhYWF6N69OwYNGoTnnnvOuBFfq1atav27MOscWdKHRz7EuuvroBcqlmRxkDiglXcr/HvAvwFUfJ4z6A3Iy85DcNPgau8hk8rg7+LPJieRidRrZxOpVIphw4YhPj4eOTk5+Pbbb3H8+HEMHjzY1PmI7I4gCFCW126tzlu3bmHJkiXQ6/VsdBJZOUvVxocffhhXr16tdOzatWto1qyZSd+HqN52zv+z0QkATXtWPq/XAiUVGxIlp9/G8o17IJFIqjY6JRLA1bdiEyI2OolEZ6k6V5+N+IjEpNQoK206K3eQI9wjHABw88pN7Nu6DzIHWY2NTncndzRxb8JGJ5EJNWgb5+zsbHzzzTf49NNPce7cOfTq1ctUuYjsllKlg85geOB1aWlpWLFiBSIiIqqsVUtE1svctfHvf/87jh49io8//hjJyclYtWoVvvvuO8yZM8ek70NUb7eOV34eHPHn1wYDoLwNGAy4mnILa387gB4dW1VdnkUqAzybVDQ7iciqmLvObdy4ET179sTEiRMRGBiI7t27P3BjJLVaDaVSWelBZG7FmmIMXzccv6X+BgMqPt/JZXJ09O2IJ9o9geSLyTiy+wjadG5T7eulEikCXAPg7+IPqaRBrRki+os6/0QplUosXboUQ4cORVhYGBYvXozRo0fj+vXrOHr0qDkyEtkNQRCgKHvw+kYZGRlYtWoVhg4dit69e1sgGRE1hCVrY69evbB+/Xr89NNP6Ny5Mz744AN8/vnnmDZtmknfh6he4kcC+nuWaZE6Al0mVXx9d+d1vRbXUm/hlx0HMW5oP3Ru07zyPZxcAe9wwNHZYrGJ6P4sWefqsxHfggUL4OXlZXyEhYWZNBPRX5XryjHi1xHILK28hFDfkL6YHzkfxWnFOL7vOIaMHoImzZpUeb2zgzNC3UPh5uhmqchEjUqd1+x0cXGBj48PnnjiCUybNg09e/Z88ItsDNd4IXMpLNWgsExT7bl71+wsKytDWloaOnSoZpMGIrI6tlYbWefILErzgX/9ZZpp50nAhD9GZJXkGjckUhSXIq9QgdbhoZWvd/XlaE4iK2TJOufk5ISePXvi8OHDxmMvvfQSTpw4gSNHjlT7GrVaDbX6z43RlEolwsLCWOfIbGZvm40TOScqHZNAgintp2BK+ykoulMEjVqDwNDAKq/1lnvD29nbQkmJGqc6zY0VBAFffvklpk2bBldXV3NlIrJLOr0BReX3H9V59epVpKamIjo6mo1OIhvB2kj0h2PfVT026I9d2MsKAJUSSZdvQFlahkd7RsDL457RLFIp4B4EOHGEC5G1sXSdCwkJQceOHSsd69ChA3755ZcaXyOXyyGXy80djQgAcC73XJVGJwAMCR+CjsUdcfXcVbTr0q7KeZlUhgCXADg7cOYCkbnVaRq7IAiYM2dOrXd7JaI/FZRqcL+B1NevXsYvv/yC8PBwC6YiooZibSQCoC4B9v+r8rHQnoBfK0BdDJQV4OSF6/jtwEmEh/xllIuDE+AVxkYnkZWydJ3jRnxk7V7f/3ql51JI8fXgrzFQOxCXT12Gf7B/lde4OLgg1C2UjU4iC6lTs1MqlaJNmza4c+eOufIQ2aVyjR4l6pp3YE+5fhk7ftuMCRMmcEQnkY1hbSQCsHoKgL9svhc1H9CWAyW5OHbuKnYdOYNpowaheZOgP6+Re1Q0OmWOFo1LRLVn6TrHjfjImr2y5xXcLr1d6djzXZ9H3oU8XDl7BdETouEX6FfpvI+zD4LcgiCTyiwZlahRq/MGRZ988glef/11XLhwwRx5iOyOIAjIL1Hf9xpnFzeMHDMebdu2tVAqIjIl1kZq1NSlQMrByse8mwPhkRUbEgkCPN1cMGP04MqjOt38AI8g4K87sROR1bFkneNGfGSNskuy8Z8T/8HujN2Vjns6eiK6RTQ8vTwxfMJw+Pj7GM/JJDIEuQXBS+5l6bhEjV6dNyjy8fFBWVkZdDodnJyc4OLiUul8QUGBSQOKgRs3kCkVlGpQVMOmRNcunoWrmzuaNm9VaYMiIrIttlYbWefIZAwG4KtuQGFa5eNvZkAou4NDJ84hPDSgcpNTKgXcgyt2XScim8A6R43ZztSdeG3fazD8dQYDgOke0zGs67BKTU4AkMvkCHANgIO0TtukEJGJ1Pkn7/PPPzdDDCL7pNbpoahhU6LLZ0/h7IkjGDxinIVTEZGpsTZSo1WUDhRlVD4W3g9CeSH2HD6FM5duoG3zJn+ekzkCnqGctk5kY1jnqDH7v4P/V22js4usCxzSHODYs3JN83DygK+zLyScuUAkmjo3O2NjY82Rg8gu5ZdUvynRhdPHcfHMCUSNmgD/oGARkhGRKbE2UqP161OAcM8HQAdXCEPmY8e+o7iYnIa4cVHw9/lj+p6Ta8WITmmdV1EiIpGxzlFjdeDWAaj0qkrH5DI5mhmaoUdBDwyfOBxuHhUb7EkkEvg5+8HdyV2MqER0j3r9tnnjxg28/fbbmDJlCnJzcwEAv/32Gy5evGjScES2rKhMA7VWX+05g16PoWMmstFJZEdYG6nRWfY4cOt45WM9YgFXf0ilUsSNHfpno9PFu2JEJxudRDaLdY4ao/239kOCP0doOkud8b9H/4eJnhPx2ITHjI1OmVSGYLdgNjqJrESdf+Pct28fIiIicOzYMfz6668oKSkBAJw9exbvvvuuyQMS2SKNzoDCssrT1wVBwKWkkygrLUGXXpHw9Q+s4dVEZGtYG6nROfQFkFJ5kwYBwEl1U6g1Wgzt1x2+3h4Vmw+5BwJu/uLkJCKTYJ2jxirMI8y4i7oDHBDrHYsQtxD0HdQXLm4Va9c6Ozgj1C0UcplczKhEdI86NzvffPNNfPjhh9i5cyecnJyMxwcPHoyjR4+aNByRLRIEAbnFqkrT1wVBwKnD+3Dp7CnotNVvVkREtou1kRqV8kJg5/xKhwQARQ7BOJqugUarqzgolVaM5nTm5iBEto51jhojg2DA4qTF0Bkq6poTnCDcEqDX/Tl7z93JHUGuQcaGKBFZhzo3O8+fP49x46puqBIYGIj8/HyThCKyZYVlWmh0f65fJggCjh/YjfQb1xA99gl4evuKmI6IzIG1kRqVLf+o9FQAoIMDfvJ8DnFjh8LT3bViAyKvMMDRpfp7EJFNYZ2jxujjox+jRFcxihkCUC6UY8i4IZA7V4zg9HH2gb+LPzciIrJCdW52ent7Iysrq8rxM2fOoEmTJtW8gsj+XM5SYtelHBSrKk9VL9foUVRWeeSmTquFqqwMw8ZNhoeXtwVTEpGlsDZSo6EuAS6srXI4seWniB0XBXc3F8DRGfBqyh3XiewI6xw1NilFKVhzbc2fBySAm5MbXF1cIZVIEegaCC+5l3gBiei+6tzsnDx5Mt544w1kZ2dDIpHAYDDg0KFDeO211zBz5kxzZCSyKnuv5mLOqtP4eOtlzFl1Bqo/NiHSGwTkFauN1xkMBiRfPg8HR0cMGD4a7h41T+OTSSWQO3LTBiJbxdpIjcYX3YxfCn880O8VTHxsINxcnAG5B+DZBOB0PiK7wjpHjc24jVVHMr/Y7UU4SB0Q4hYCV0dXEVIRUW3Vubvy8ccfo3379ggLC0NJSQk6duyIRx99FP369cPbb79tjoxEVuXg9XwYDAIEALcKypB6pxQAkFeshs5QMX3doNfj4K6tuJR0Chq1+j53A9ydHdDUxxXOjvxgSGSrWBupUXjPCyjLA/BHk/OP/9R1mVLxxNUX8Aiq2JSIiOwK6xw1Jt2WdYNe0P9Z7AAEOQdhcLPBCHELgSNnLhBZPYlw7y4qdZCRkYHz58+jpKQE3bt3R5s2bUydTTRKpRJeXl5QKBTw9OSi+lTZyz+dwdYLWZBKJGgV4I41z/SF3iCgoLRi+rper8OBHVtQolQgavQEOLtU/1c/R5kU/u5yuDixyUlkL2ylNrLOUZ190hxQFQKo9NkP+o6T4DDkTcAtgBsRETUCrHNk76LWRiGnPKei2N3zt7sd43cg2C2Y63MS2QiH+r4wLCwMYWFh0Ov1OH/+PAoLC+Hj42PKbERWZ82JDGw6dxsGAXB2lKBNkDscZVLkFZcbr1EUFkCjVmHomImQO1fdmEEikcDLxRE+ro4slkR2hrWR7NKWfxgbnfcSZM4VjU6PEMCJ0/mIGgPWObJnCrWiotEJVGp0vtnrTYS4h4gTiojqpc7T2F955RX8+OOPAAC9Xo8BAwagR48eCAsLw969e02dj8hqlKp1mJ94HoY/hrSotQZIAOQoVQAArVaL7MwM+PoHYuiYSdU2Op0cpAj1doavmxMbnUR2hLWR7NqJbwH8uUanBAD8O0A652jFRkRsdBLZPdY5agwGrB5Q5di4luMwreM0EdIQUUPUudm5bt06dO3aFQCwadMm3Lx5E1euXMHf//53vPXWWyYPSGQNfj11CzGf74da/+fkPYkEGNoxCHqDAK1Ggz1bfsX5U0chCEKVRqZEIoGPqxOaeLtA7sBp60T2hrWR7NaHoQAqT12HWwgk09cCXmGAg1yUWERkWaxzZM+yirMQsSyiYp3Oe3g5eeGfj/xTpFRE1BB1bnbm5+cjODgYALB161ZMmjQJbdu2xezZs3H+/HmTByQS23ubLmLuz2eRXlhe6fiAtgHoEOIJjVqN3ZvWQSqVYlDM2CqNTkeZFCFezvDhaE4iu8XaSHZpxSRAV4oqi7s/vRvwbArI6r0aEhHZGNY5sle3i29j2K/DqqzRCQAf9f9IlExE1HB1bnYGBQXh0qVL0Ov12LZtG4YOHQoAKCsrg0zGEWtkf9YcT6/0XCaVoEe4N94a0QEAkHL9Mpzkzhj82Dg4OFbemc/D2RFNvF240zqRnWNtJLuzoDWQvL3KYUnzQYBnKCCt86+QRGTDWOfIHq24sALRv0ZXPPlLo7ODTwcMCKs6rZ2IbEOd/yQ/a9YsTJo0CSEhIZBIJIiKigIAHDt2DO3btzd5QCIxvb3+PMq1hkrH2gS64x/D20OjKoder0fbTl3RpmMXSO/54CeTSuDvLoebnKNeiBoD1kayGzod8KEfAFQZ0SmR+wBxiRaPRETiY50je6PRavDpqU+rPfdIyCP4etjXFk5ERKZU507Me++9h86dOyMjIwMTJ06EXF6xVpNMJsObb75p8oBEYhEEARvO3q50bFqfMDz9aCuUlJRgR+LPaNKsBR7qN6DS9HRnRxkCPeRwkHHUC1FjwdpIdiH9BLCkooFxb6PTWOHmpVo4EBFZC9Y5sicqrQq9VvWqdur6+33fx+PtHhclFxGZjkQQhCpLMTV2SqUSXl5eUCgU8PT0FDsOiURRrsUjn+6BUqUDADjKJFj/fD8ImnLs2vgz/INCEDkoutKITm9XJ/i4OnJtTiKyaqxzVK33vABUM6ITAOYXAFJOVSUi28A6R/cTsSyi2kbn5wM+x5DmQ0TJRESmVa+hZ7t378bIkSPRqlUrtGrVCiNHjsSuXbtMnY1IVLeLSlGmqWh0yiTA+O5N4erkgFOH9iIwpCn6DR5ubHTKpBIEeznDl5sQETVarI1ks3RaY6PzryQA8J6CjU4iYp0ju1BTozM+Op6NTiI7Uudm59dff43hw4fDw8MDL7/8Ml5++WV4enrisccew6JFi8yRkcjizt0qRMwXh6D7Y7lOvQA4S/UwGAyIHByNvgOHGpuackcZQr1d4OrE9TmJGivWRrJZ6nLgQ38AFZ/97o7qlACQtBtb0egkokaPdY5sXbm2vKLRCVRpdP6929/xUPBDlg9FRGZT52nsTZs2xZtvvokXXnih0vFFixbh448/RmZmpkkDioHTHhq3ozfzMfm7Y1WOd3O+g5eGdUTzNn8uwu7h7Ah/d47mJGrsbK02ss4RAEBVBnwSAqCaNTqlLsD8bDFSEZEVYp0jW1fTiE4/uR/2Tt4rRiQiMqM6j+wsKirC8OHDqxwfNmwYFAr+9Z9s28nUO9U2OqUw4PEu/mjWuh0AQCKRwN9DjgAPORudRMTaSLZn27yaG52QsdFJRJWwzpEtq6nRKZfI2egkslN1bnaOHj0a69evr3J8w4YNGDlypElCEYlBpdVjwjdHqxx3gBaf9ndC/0cehUQigYNUihAvZ3g6O4qQkoisEWsj2ZQfxgJHvwZQTaMztDfwXoEIoYjImrHOka2qqdHp6+SLkzNPipKJiMyvVosMfvnll8avO3bsiI8++gh79+5FZGQkAODo0aM4dOgQXn31VfOkJDKzYpUW3d7fUeW4BMCvT/eGu0fF9Be5owxBHnI4yOq1txcR2RHWRrJJZUrg1u8A/vzsZ/wM6OgLPL1TvGxEZFVY58iWaXVa9FjZo+LJXxqdLVxbYOPEjZYPRUQWU6s1O1u0aFG7m0kkuHnzZoNDiY1rvDQuGp0BHd7+DfoqZwQsm9oRYSGBAAB3ZwcEuHPaOhFVsOXayDrXiP2x63qVEZ3enYBXDouRiIisFOsc2aqRq0ciTZ1W7YhOZzjjROwJUXIRkeXUamRnSkqKuXMQiWLvlRzExVc3fUHAU13djI1OPzc5vFw5bZ2I/sTaSDanpkbnrL1As+4iBCIia8Y6R7bIuON6NY1OAGx0EjUStWp2Vic/Px8A4O/vb7IwRJZUXK6psdE5uaMbpkT1glQiQaCnHK5O9f5RIaJGhLWRrFZNjc5WI9joJKJaY50ja3a/RqcUUpyNPWvxTEQkjjotPFhUVIQ5c+bA398fQUFBCAoKgr+/P1544QUUFRWZKSKR6am0evT4Z/XrksX2DMTTMb3gKJMixNuZjU4iui/WRrJ6NTU6AWDGKkunISIbwzpHtuClbS/9+eQvjc4nWj3BRidRI1PrLk5BQQEiIyORmZmJadOmoUOHDgCAS5cuIT4+Hrt378bhw4fh4+NjtrBEptLhnW2oulitgK+ndEX7UB/IHWUI9nSGTMr1OYmoZqyNZPXu1+h8T2HpNERkY1jnyFb8nvN7tcfPx563cBIisga12qAIAF555RXs3r0bu3btQlBQUKVz2dnZGDZsGIYMGYL//e9/ZglqSVzQ2r51e+83FKkMfzkq4MVeXhj3aHe4yx0Q4MGNiIjowWy1NrLONQKrZgPXfgHARicR1R/rHFk7QRDQJaFLtVPX2egkarxqPY09MTER//73v6sUOQAIDg7GZ599hvXr15s03HvvvQeJRFLp0b59+/u+5ueff0b79u3h7OyMiIgIbN261aSZyLZF/Xt3tY3OYHcHjHu0O7xdnRDo6cxGJxHVihi1keiBFo9io5OITIJ1jqxdTY3OgxMOipKHiKxDrZudWVlZ6NSpU43nO3fujOzsbJOEulenTp2QlZVlfBw8WPM/WocPH8aUKVPw5JNP4syZMxg7dizGjh2LCxcumDwX2Z5u7/2G5HxVleMPhbjgp2cfgb+HHL5uTiIkIyJbJVZtJKrRe15Azn4AbHQSUcOxzpG1EgThzw2J/tLodIQjvNy8LB+KiKxGrZud/v7+SE1NrfF8SkoKfH19TZGpEgcHBwQHBxsf99v574svvsDw4cPx+uuvo0OHDvjggw/Qo0cPLFy40OS5yLZM/eZgtSM65VLgP9P6IshTDk9nR1GyEZHtEqs2ElXrnvU57zY6JWCjk4jqj3WOrJFx6noNTseetmAaIrJGtW52RkdH46233oJGo6lyTq1W45133sHw4cNNGg4Arl+/jtDQULRs2RLTpk1Denp6jdceOXIEUVFRVXIfOXLkvu+hVquhVCorPch+NH9zCw6n/vUDXsVch52vDuKO60RUb2LVxnt98sknkEgkeOWVV8z6PmTl3qv4Y3C1C7EP+IyNTiKqF2uoc0T3MhgMf05drwbX6SQioA67sf/zn/9Ez5490aZNG8yZMwft27eHIAi4fPkyvv76a6jVaixfvtyk4fr06YP4+Hi0a9cOWVlZeP/99/HII4/gwoUL8PDwqHJ9dnZ2lfVkgoKCHji1YsGCBXj//fdNmp2sQ/v/21LNUQESSLD/H4MQ7OUMR1mte/5ERJWIURvvdeLECXz77bfo0qXm0Q3UCLxX/VQ9CQA0GQgMesaSaYjIjohd54jupdVp0WNlj2rX6ATY6CSiP9W62dm0aVMcOXIEzz//PObNm4e7m7hLJBIMHToUCxcuRFhYmEnDxcTEGL/u0qUL+vTpg2bNmmHt2rV48sknTfY+8+bNw9y5c43PlUqlyb8XsrzsojJUmbkOAJDg0JuDEeTpDJmUGxERUf2JURvvKikpwbRp0/D999/jww8/vO+1arUaarXa+JwzGOzI/RqdHM1JRA0kZp0jutf3h77Hl8lfVjyp5iPcycknLRuIiKxanebutmjRAr/99hsKCwtx/fp1AEDr1q0ttk6Lt7c32rZti+Tk5GrPBwcHIycnp9KxnJwcBAcH3/e+crkccrncZDnJOvT95Pdqj//2Un+EeHHHdSIyDbFq45w5czBixAhERUU9sNnJGQx26p41Ou8yVraRv1o6DRHZKbE/A37yySeYN28eXn75ZXz++ecWeU+yLsaNiGrAEZ1E9Ff1WqjQx8cHvXv3NnWWByopKcGNGzcwY8aMas9HRkZi9+7dldYt27lzJyIjIy2UkKxF8zf/On29Yq7DibeiEODBxjYRmZ4la+Pq1atx+vRpnDhxolbXcwaDHaqm0Wk0diXQbYhF4xCR/RPjMyCXayFjo5NT14moDqx6scLXXnsN+/btQ2pqKg4fPoxx48ZBJpNhypQpAICZM2di3rx5xutffvllbNu2Df/5z39w5coVvPfeezh58iReeOEFsb4FEkHP9+5tdN7dk1aC90a0Y6OTiGxeRkYGXn75ZaxcuRLOzs61eo1cLoenp2elB9mwGhqdEgCYlwt0G2npREREJnfvci0+Pj5ixyER3K/RKYWUjU4iqpFVNztv3bqFKVOmoF27dpg0aRL8/Pxw9OhRBAQEAADS09ORlZVlvL5fv35YtWoVvvvuO3Tt2hXr1q1DYmIiOnfuLNa3QBYkCAKav7kF+ap7j0pwtzLGPdJajFhERCZ16tQp5ObmokePHnBwcICDgwP27duHL7/8Eg4ODtDr9WJHJHN60BqdXJaHiOzEvcu1/D979x0eVZn+Dfw7M0kmPSGENAgkQKiG3osCIkVEQAVBSoKoq8IK666FXREsLKK/taC8YIMA0lSkd5BeBBJCLwFCqAmElEmd+rx/REaGFJIwM2fmzPdzXXPpnPKc+zCBO+eepzyIVquFRqOxeJFzsxi6fl+hs3tIdxyLO2bfgIjIqVRrGLu9LFu2rML9O3fuLLVt6NChGDp0qI0iIkclhED05A3l7r/8yQA7RkNEZDuPP/44Tpyw7MkwduxYNGnSBO+88w5UKpVEkZHNVTRHJxcjIiIZqep0LZybWj6EEGixsPxpC9ibk4gqw6GLnUSVcSOnEF0sFiO6+xhY8giY9J9edo+JiMhW/Pz8So1Y8PHxQc2aNTmSQa5O7QR+GQSgnDk6p2TZMxoiIpu6O13L1q1bKz1dC+emlofuC7ojBznlzs+5qvcqO0dERM6KxU5yanlF+goLnezRSURETu3rkcCddQDKmaOTPTqJSGbuna7lLqPRiN27d+Obb76BVqstNYpBrVZDzWk8nBoXIiIia2Kxk5xa7AdbytjKQicRuZaypnUhGUhLMRc678dCJxHJFadrcT0Vzc8JsNBJRFXHYic5rah315exlYVOIiKSgXsWIuIcnUTkSjhdi2uxKHSWgYVOIqoOh16Nnag8loVOgbuPgu5goZOIiJxcOYXOv/az0ElERM7PYuj6fbq4d2Ghk4iqjT07yal8+/spzNhy+Z4tlnN0prDQSUREzqyCQieHrhORq+J0LfJT0Ryd87rOQ/uG7e0eExHJB4ud5DTKHrYOcOg6ERHJwj2Fzvux0ElERHJR0Ryd7M1JRNbAYic5heFfbihnDwudREQkA2X06Pzr+U8BTMuxbzxEREQ2UNEcnSx0EpG1sNhJDu/XPcdxMP3ewXyWj4EsdBIRkVOrcI5OT2Bahj2jISIisroRC0bgJE6WvClj6DoLnURkTSx2kkMrPXT9r0Lno1FqLHy1t71DIiIisp4HLkbEQicRETk3i96cLHQSkR1wNXZyWBXN0fmvxyNZ6CQiIudW4RydbThHJxEROb1Sw9ZZ6CQiO2DPTnJID1qMaMITLewXDBERkbWV06NTAQBhjwOv/mbviIiIiKyqy4IuFe5noZOIbIXFTnI4ZQ9dLylyhnoBf0zlHJ1EROTEKip0dvwM6P+KvSMiIiKyKg5dJyIpsdhJDqWiQuesIfXwdMdH7B4TERGR1VRU6Hw/G1ByhiEiInJuLHQSkdRY7CSHUVGh8/sXmuGJFtF2j4mIiMhqKip0cn5OIiKSARY6icgRsNhJDqHsOTpLMuO5D3pDrVbbNyAiIiJrYqGTiIhkjosREZGjYLGTJFdRj87Ln3B+TiIicnIsdBIRkcxV1KNTCSWOxR2ze0xE5Lo4MRRJqqJCZ/K7Xe0eDxERkVVVVOgcxwc/IiJyfhUVOqMRzUInEdkdi50kmQf16AwMDLR3SERERNZT4arrS4DIKDsHREREZF0VFToHYADWxK2xe0xERBzGTpKoaI5ODl0nIiKnd1+hU3HPf/HmVcDfX5q4iIiIrKSiOTqTRyVDpVLZNyAioj+x2El2xzk6iYhI1sro0WnOdJyjk4iIZKCiHp1ciIiIpMZiJ9nNTzt34r1NBfdtZaGTiIhkhIsRERGRzLHQSUSOjsVOsouW765H6Uc8FjqJiEhGWOgkIiKZY6GTiJwBi51kc/3fK6vQCbDQSUREsvFnoVPct5mFTiIikouK5uhkoZOIHAmLnWRT/f69HmdN929lj04iIpIRFjqJiEjmShU678FCJxE5GhY7yWbav7set0ttZaGTiIhkhIVOIiKSOQ5dJyJno5Q6AJKnL1az0ElERDJ3zxyd92Khk4iI5IKFTiJyRuzZSVaXmpqKrw6UtYeFTiIikgn26CQiIpnjHJ1E5KzYs5Osrue3p+/b8tejIAudRETk9MoodCrAQicREckH5+gkImfGnp1kNYcOHcKw3+4fvM6h60REJCPl9Ogs2cdCJxEROT8OXSciZ8diJ1lF43fXQ1tqKwudREQkI5yjk4iIZI6FTiKSAw5jp4cWVWahE2Chk4iIZINzdBIRkYzduHGDc3QSkWyw2EkPpc276+/bYvkYyEInERE5vfsKnXc7urDQSUREcnDq1Cn03dq35E0Z87Sw0ElEzobD2Kna2r+7HlkWW1joJCIimeEcnUREJGPvLHgHG7Ch5M19w9YBFjqJyDmx2EnVElVuj04OXSciIpng0HUiIpKxFxa8gBP4s5jJQicRyQiLnVRlpQudwL2ZkYVOIiJyelyMiIiIZKyi+TkBFjqJyLmx2ElVUnaPThY6iYhIRsro0WnOdCx0EhGRkytV6LwPC51E5Oy4QBFVWvlD10uw0ElERE6Pc3QSEZGMWRQ6uRgREckUi51UKZyjk4iIZI9zdBIRkYyVKnRy6DoRyZRDFztnzJiB9u3bw8/PDyEhIRg8eDDOnTtX4TkJCQlQKBQWL09PTztFLE/lz9HJQicREckE5+gkIiIZ4xydRORKHLrYuWvXLowfPx4HDx7E1q1bodfr0adPHxQUFFR4nr+/P27evGl+paWl2Sli+Sm70PkXFjqJiOyrOl8E0gPc06Pz3nELLHQSEZEccI5OInI1Dr1A0aZNmyzeJyQkICQkBImJiXj00UfLPU+hUCAsLMzW4ckeh64TETmeu18Etm/fHgaDAf/+97/Rp08fnD59Gj4+PlKH53w4RycREclYRUPXlVDiWNwxu8dERGRrDt2z8365uSUPHUFBQRUel5+fj3r16iEyMhKDBg3CqVOnKjxeq9VCo9FYvFxdRYXOILDQSUQklU2bNiE+Ph7NmzdHy5YtkZCQgCtXriAxMVHq0JwP5+gkInI4HMFgPRUVOlugBQudRCRbTlPsNJlMmDRpErp27YpHHnmk3OMaN26MefPmYfXq1fjpp59gMpnQpUsXXLt2rdxzZsyYgYCAAPMrMjLSFrfgNCqao3N4AyCJhU4iIodRmS8C+aVeGcqYo5ND14mIpFfdqczIUkVzdCbEJmBx3GL7BkREZEcKIUSZI7cczWuvvYaNGzdi7969qFOnTqXP0+v1aNq0KUaMGIGPPvqozGO0Wi20Wq35vUajQWRkJHJzc+Hv7//QsTuTiuboHFAXmP06C51ERI7CZDLh6aefRk5ODvbu3VvucdOmTcMHH3xQarsr5jkApXp0WqzRwEInEZFDuX37NkJCQrBr164KpzK7l0ajQUBAgMvmuYrm6OT8nETkChx6zs67JkyYgHXr1mH37t1VKnQCgLu7O1q3bo0LFy6Ue4xarYZarX7YMJ1e2UPXSx4Bm3qw0ElE5GjGjx+PkydPVljoBIDJkyfjzTffNL+/+6WeS+IcnURETqWyIxju77ziqioaus5CJxG5Cocexi6EwIQJE7By5Ur8/vvviI6OrnIbRqMRJ06cQHh4uA0ilI+KCp2DI4CNH7LQSUTkSO5+Ebhjx44HfhGoVqvh7+9v8XJJZRQ6zc+ALHQSETmcyk5lxmnJSrDQSURUwqGLnePHj8dPP/2EJUuWwM/PD+np6UhPT0dRUZH5mDFjxmDy5Mnm9x9++CG2bNmCS5cuISkpCaNGjUJaWhpeeuklKW7BKZQ/RycwqgHw5RssdBIROQprfBHocq5fL3eOTgAsdBIROai7IxiWLVtW4XGTJ09Gbm6u+XX16lU7Reg4Kpqjk4VOInI1Dj2Mfc6cOQCAHj16WGyfP38+4uPjAQBXrlyBUvlXzTY7Oxsvv/wy0tPTUaNGDbRt2xb79+9Hs2bN7BW2U6lojs6xscDUkSx0EhE5kvHjx2PJkiVYvXq1+YtAAAgICICXl5fE0Tmg8+eBJe0BcI5OIiJnUpWpzFx9WjLO0UlEZMlpFiiyJ1eZ0LqioetTOwNjB7HQSUTkaBQKRZnb7/0i8EFcJc9h1w5gx2AAHLpOROQshBD4+9//jpUrV2Lnzp2IiYmpchsuk+fAoetERGVx6J6dZDsVFTr/3gUY+zQLnUREjojfUVbSnHFAxq8AWOgkInImHMFQeSx0EhGVjcVOF1RRoXNCV+CfA1noJCIiJzatLYALAFjoJCJyNpWZyoxY6CQiqgiLnS6mosWIvurrjUE9e9o3ICIiImu6ZyEiFjqJiJwPRzBUrLCwEB1/6Wi5kYVOIiILLHa6kIp6dO74WzOu6EtERM6NhU4iIpKxlbtW4v3L7/+1gT06iYjKxGKni6io0Hn5Ew5bJyIiJ8dCJxERydiQBUNw4c8pWgCw0ElEVAEWO11ARYXO319pavd4iIiIrIqFTiIikjGL+TkBFjqJiB6AxU6Zq2iOzj3jWyAyMtK+AREREVnTn4XOu0VOBe57BmShk4iInFipQifAQicR0QMopQ6AbKfsHp0ldr8ey0InERE5t/sKnXf/n4VOIiKSgzJ7dN6DhU4iorKxZ6dMVTR0/czUXvDy8rJ7TERERFZTRqETYKGTiIjkgUPXiYiqj8VOGeJiRERE5IpKMp07MC1T4kiIiIiqj4VOIqKHw2HsMlPRHJ0sdBIRkSxMC4CA5bNfyX+DWOgkIiL5YaGTiKhKWOyUkYrm6GShk4iIZOHPQue9/hq6nmrnYIiIiKyrzAWJAAQikIVOIqJKYrFTJiwLnZb9XVjoJCIiWSij0PnXPs7RSUREzs2i0HlPwvOCF/bE7bF/QERETorFThng0HUiIpK9PxckuhcXIyIiIrko1aPznqHrh+IO2TcYIiInxwWKnBwLnUREJHsVDl1noZOIiJxbeUPXAc7RSURUHezZKRuWj4EsdBIRkSzcV+hUgIVOIiKSD3Ohs4x5WljoJCKqHhY7ndhfvTpZ6CQiIhniHJ1ERCRjFoVOheU+FjqJiKqPxU4nVbrQqSjvUCIiIufDOTqJiEjGWOgkIrIdFjudkOU8nRYD+tirk4iInB/n6CQiIpk6e/as5RydLHQSEVkdFyhyMpY9Oi0zIwudRETk9O4pdJbKdCx0EhGRE/vXgn9hMzaXvGGPTiIim2Gx00kUFBSg+Uc7/3xXegYzFjqJiMipXbkCzIvlHJ1ERCRLLRa0gLib5VjoJCKyKRY7ncC+ffswcm3On+9Kz9HJQicRETm1he8Al+Zy6DoREcmSxbB1FjqJiGyOxU4HN+L/1uNA5r1bOHSdiIhkZFo4gELzs1+pr/RY6CQiIidmUegEWOgkIrIDFjsdmOVCRJyjk4iIZObPFdc5RycREckRe3QSEUmDxU4HVbrQaYmFTiLXdel2vk3arV/L1ybtEpXpvkJn6f0sdBK5rMwLtmk3uKFt2iUqAwudRFSey7mXbdJuVECUTdp1RkqpA6DSyu7RyTk6icgxbNq0Ce3atUOLFi3QqVMnHDt2zLyvR48eiI6ORqtWrdCqVSt88cUX5n1/+9vfEBsbi169eiE3t6SQJYRA//79cfHixQqvuXz5crRr1w6NGzdG27ZtMXDgQJw4UfKQEBUVheTkZOvfKNlOOYVODl0nIkfAPEcPi4VOInJkrpDn2LPTwVgWOgEOXSciR5KdnY2RI0di9+7daN68Ofbs2YORI0fi5MmT5mO++OILDB482OK8kydPIiUlBSdOnMCHH36IRYsWYcKECfjhhx/Qs2dPNGjQoNxrzp8/HzNmzMCqVavQrFkzAEBiYiJu3LiB2NjYcs8jB/VnofNeHLpORI6CeY4eVkVzdHrAA4lxifYNiIjoHq6S51jsdCCco5OIHN3FixdRs2ZNNG/eHADQvXt3XLlyBUlJSWjTpk2557m7u0Or1cJkMqGgoABhYWG4efMmli5dii1btlR4zalTp2Lu3LnmxAgAbdu2tc4NkX2V0aOThU4iciTMc/QwShU67zEIg/Bx3Md2jIaIqDRXyXMcxu4gWOgkImcQExODO3fuYP/+/QCANWvWIC8vD5cvXzYf8+677yI2NhbPP/88Ll26BABo3LgxevbsiTZt2uDSpUsYNWoU/vGPf+Czzz6Dm1v537vdunULV69eRefOnW16X2QHFRY6a7LQSUQOgXmOqqvU0PV7LG27lIVOInIIrpLn2LPTAVRU6KwB4CgLnUTkIAICAvDrr79i8uTJyM/PR+fOndGsWTNzglu0aBEiIyMhhMDs2bPx1FNP4fTp0wCAjz/+GB9/XPKL/urVqxEZGYmoqCiMHTsWGo0Gw4YNw/PPPy/ZvZENVVTorPEsMHGevSMiIioT8xxVR0VzdHJ+TiJyJK6S5xRCiHIXQnVVGo0GAQEByM3Nhb+/v02vVXqOzr8MjwI+eZWFTiKy5EirsWu1WoSFheHw4cNo2LD0Kreenp64fv06atasad6m0WgwYMAAbN68GTNmzECDBg0watQotGzZEkeOHIGXl5dFG5GRkfj222/x5JNPlhlDVFQUVq1ahVatWlU5fldlzzx37xydd3/hMD8DPrUVaNfBttcnIufjQKuxM885J3vmuYqGrrPQSURlcaTV2OWa5ziMXUIVFTrXjqzLQicROaSbN2+a//+jjz5Cr1690LBhQxgMBmRkZJj3rVixAqGhoRaJESgZFvH+++/D29sbBQUFUCgUUCgU0Ov10Ol0pa43bdo0vPnmmzh79qx529GjRx84Nww5gHt6dN7t6GKx4joLnUTkgJjnqLJY6CQiZ+QKeY7D2CVS0dB1zs9JRBWpTg9Ma3r//fexZ88eGAwGdO7cGT/++COAkm8FBwwYAK1WC6VSieDgYKxZs8bi3H379qGoqAhPPPEEAGD8+PEYMWIEZs6cidGjRyMgoPRK3ePGjYOXlxdGjhyJ/Px8uLm5oUGDBpgxY4btb5aqr4yh63/t4/ycRFSBavTAtCbmOaoMDl0nouqqTg9Ma3KFPMdh7GWw9bAHFjqJiEhKNh/eV9EcnSx0EhGRjdk6z7HQSUTk2DiM3c5KD11noZOIiGRkWulvc1noJCIiuSg1dJ2FTiIih8Nh7HZU0RydLHQSEZHTu69Hp8JiHwudRETk3DhHJxGRc2DPTjspPXT9Lyx0EhGR0+McnUREJGOlhq7fg4VOIiLHwmKnHXCOTiIikjXO0UlERDLGOTqJiJwLi502xkInERHJGgudREQkU0VFRZyjk4jICTlFsXP27NmIioqCp6cnOnbsiEOHDlV4/C+//IImTZrA09MTsbGx2LBhg50itcTFiIiIyFaqmhttYloABCzn6GShk4iIrEHqPLdk2xJ0+LlDuftZ6CQiclwOX+xcvnw53nzzTUydOhVJSUlo2bIl+vbti1u3bpV5/P79+zFixAiMGzcOR48exeDBgzF48GCcPHnSrnFzjk4ikquoqCgkJydbbOvRowdWrVqF+Ph4fPnll2WeN23aNNSqVQutWrUyv27cuGH7gGWoqrnR6vR6c6GzTCx0EpETi4qKQkhICPR6vXnbjh07oFAoMGnSJADAxYsX8dxzzyE6Ohpt27ZFhw4d8MMPP+Dnn39Gu3btSrX5xRdf4Omnn7bXLTg9qfPcmAVjMOP6jL82cI5OIpKR6j7POROHL3Z+/vnnePnllzF27Fg0a9YMc+fOhbe3N+bNm1fm8V999RX69euHt956C02bNsVHH32ENm3a4JtvvrFbzBy6TkRUtpEjRyI5Odn8ioiIkDokp1TV3Gh104NLFTrZo5OI5KRu3bpYs2aN+f2PP/5oLmKmp6ejW7du6Nu3L1JTU5GYmIjNmzfDYDBg8ODBuHz5Mk6csCyGzZs3D+PGjbPrPTgzqfPcURz96w3n6CQicjoOXezU6XRITExE7969zduUSiV69+6NAwcOlHnOgQMHLI4HgL59+5Z7PABotVpoNBqLl3Ww0ElE0sjQFOOLrecxe8cF5BXrH3yCFR0/fhxdunRBo0aNEBcXh6KiIrteX+6qkxttl+dKsNBJRHaXdQnY/hGw/xtAb/08M3bsWHNhLTc3FwcPHkS/fv0AlAyv7t69O15++WXz8TVq1MCrr74KDw8PjBo1yqIod+jQIdy+fRsDBvBZoDIcKs+x0ElEEjmXdQ5fJX2FZWeXwWAy2PXacniec+hiZ2ZmJoxGI0JDQy22h4aGIj09vcxz0tPTq3Q8AMyYMQMBAQHmV2Rk5MMHD4CFTiKSyrsrjmPtsRtYkXgNn2w8a/X2n3/+eYvh6EeOHDHv++OPP7B582acOXMGWVlZ+OKLL8z7Fi9ebD5n7NixVo/LFVQnN9oizynu+y8LnURkN0Y9sPI14PQqIHE+sPv/rH6Jrl274vLly7hx4waWLl2KoUOHQqVSAQASExPRuXPncs8dN24cFi9ebB4GP2/ePMTFxcHNzc3qccqRo+Q5ACx0EpEk8nR5mLJvCralbcPiM4ux7Owyq1+jus9zzsKhi532MnnyZOTm5ppfV69efaj21ozvaPGehU4isichBK5m//Xt25WsQqtfY/ny5RbD0e+dn2zYsGHw8/ODSqXCuHHjsG3bNvO+e4exz58/3+pxUdmsnefw1GwALHQSkUS0eUBh5l/vsy/b5DKjR49GQkIC5s2bhxdffLHS58XGxiIqKgpr165FUVERli9fXqXzqeqsneeerfusxXsWOonInu4U3UGR4a/nuat5D/m7exmq+zznLBz668Xg4GCoVCpkZGRYbM/IyEBYWFiZ54SFhVXpeABQq9VQq9UPH/CfWkQGs8BJRJJRKBQY2CICq5OvAwCebintvJgKheLBB1GlVSc3WjvPod2okhcRkRS8g4CGvYEL2wCFEnjkGZtcZsyYMWjTpg0aNWqEmJgY8/a2bdviwIED+Mc//lHuuePGjcP8+fNRWFiIRx55BI0bN7ZJjHLkCHluWs9pmIZpVmuPiKgqIv0iERscixOZJ+CmdMMT9Z6QNB5nfJ5z6J6dHh4eaNu2LbZv327eZjKZsH379nKHjnTu3NnieADYunVrhUNNiIjkZmLvGMwZ1RY/xrfH0HbWmpqjcn799Vfk5+fDaDRi/vz5peZRpodTndxIRCQ7fWcAz80HRq0Amtimk0FERARmzJiBmTNnWmx//fXXsWvXLosRCjk5Ofj222/N70eMGIHdu3fjf//7HxcmqiLmOSJydSqlCh92/RCfPvopvn3iW7QLa/fgk6xIDs9zDl3sBIA333wT33//PRYsWIAzZ87gtddeQ0FBgXmutzFjxmDy5Mnm4ydOnIhNmzbhf//7H86ePYtp06bhyJEjmDBhglS3QEQkicZhfogO9rH7ddu3b4++ffuiadOmCAwMxKRJk+weg9w9KDcSEcmeUgmEtwAC69r0MmPHji1VYAsPD8fevXuxbt06REdHo0WLFnj88cfh7u5uPsbf3x+DBw/GxYsXMXToUJvGKEfMc0Tk6tyUbmhasylCvEPsfm05PM8phBBC6iAe5JtvvsFnn32G9PR0tGrVCrNmzULHjiXzYvbo0QNRUVFISEgwH//LL7/gvffew+XLlxETE4NPP/0UTz75ZKWvp9FoEBAQgNzcXPj7+1v7doiIiB5aRbnxQZjniIjI0THPERFRdTlFsdPemByJiEjOmOeIiEjOmOeIiFybww9jJyIiIiIiIiIiIqoMFjuJiIiIiIiIiIhIFljsJCIiIiIiIiIiIllgsZOIiIiIiIiIiIhkgcVOIiIiIiIiIiIikgUWO4mIiIiIiIiIiEgWWOwkIiIiIiIiIiIiWWCxk4iIiIiIiIiIiGTBTeoAHJEQAgCg0WgkjoSIiGzBz88PCoVC6jAkwzxHRCRvzHPMc0REcvagPMdiZxny8vIAAJGRkRJHQkREtpCbmwt/f3+pw5AM8xwRkbwxzzHPERHJ2YPynELc/dqLzEwmE27cuPFQ34hqNBpERkbi6tWrsvhFQ073I6d7AeR1P3K6F0Be9yOnewHY44V57i9yuQ9APvfC+3AscrkPQD73Upn7YJ5jnnP2+AHnvwdnjx9w/ntw9vgB578HW8XPnp3VoFQqUadOHau05e/v75Q/kOWR0/3I6V4Aed2PnO4FkNf9yOleXBnzXGlyuQ9APvfC+3AscrkPQD73Ipf7sAXmub84e/yA89+Ds8cPOP89OHv8gPPfg73j5wJFREREREREREREJAssdhIREREREREREZEssNhpI2q1GlOnToVarZY6FKuQ0/3I6V4Aed2PnO4FkNf9yOleyDrk8jMhl/sA5HMvvA/HIpf7AORzL3K5D0fn7H/Ozh4/4Pz34OzxA85/D84eP+D89yBV/FygiIiIiIiIiIiIiGSBPTuJiIiIiIiIiIhIFljsJCIiIiIiIiIiIllgsZOIiIiIiIiIiIhkgcVOIiIiIiIiIiIikgUWO4mIiIiIiIiIiEgWWOx8CLNnz0ZUVBQ8PT3RsWNHHDp0qMLjf/nlFzRp0gSenp6IjY3Fhg0b7BRpxWbMmIH27dvDz88PISEhGDx4MM6dO1fhOQkJCVAoFBYvT09PO0VcvmnTppWKq0mTJhWe46ifCwBERUWVuh+FQoHx48eXebwjfS67d+/GwIEDERERAYVCgVWrVlnsF0Lg/fffR3h4OLy8vNC7d2+kpKQ8sN2q/r2zloruR6/X45133kFsbCx8fHwQERGBMWPG4MaNGxW2WZ2fV2t40GcTHx9fKq5+/fo9sF2pPhuShrN/3tXJfc7gk08+gUKhwKRJk6QOpcquX7+OUaNGoWbNmvDy8kJsbCyOHDkidVhVZjQaMWXKFERHR8PLywsNGjTARx99BCGE1KFVyFZ5295ska+l8qDP5F6vvvoqFAoFvvzyS7vFJ2fOnOPklt+cNa85c05zxjwmhxzm7PnL0XIWi53VtHz5crz55puYOnUqkpKS0LJlS/Tt2xe3bt0q8/j9+/djxIgRGDduHI4ePYrBgwdj8ODBOHnypJ0jL23Xrl0YP348Dh48iK1bt0Kv16NPnz4oKCio8Dx/f3/cvHnT/EpLS7NTxBVr3ry5RVx79+4t91hH/lwA4PDhwxb3snXrVgDA0KFDyz3HUT6XgoICtGzZErNnzy5z/6effopZs2Zh7ty5+OOPP+Dj44O+ffuiuLi43Dar+vfOmiq6n8LCQiQlJWHKlClISkrCb7/9hnPnzuHpp59+YLtV+Xm1lgd9NgDQr18/i7iWLl1aYZtSfjZkf3L4vKub+xzZ4cOH8e2336JFixZSh1Jl2dnZ6Nq1K9zd3bFx40acPn0a//vf/1CjRg2pQ6uymTNnYs6cOfjmm29w5swZzJw5E59++im+/vprqUOrkC3ythRsla+lUJl8DQArV67EwYMHERERYafI5M3Zc5yc8puz5jVnz2nOmMfkkMOcPX85XM4SVC0dOnQQ48ePN783Go0iIiJCzJgxo8zjhw0bJgYMGGCxrWPHjuJvf/ubTeOsjlu3bgkAYteuXeUeM3/+fBEQEGC/oCpp6tSpomXLlpU+3pk+FyGEmDhxomjQoIEwmUxl7nfUzwWAWLlypfm9yWQSYWFh4rPPPjNvy8nJEWq1WixdurTcdqr6985W7r+fshw6dEgAEGlpaeUeU9WfV1so617i4uLEoEGDqtSOo3w2ZB9y/Lwrk/scWV5enoiJiRFbt24Vjz32mJg4caLUIVXJO++8I7p16yZ1GFYxYMAA8eKLL1pse+aZZ8TIkSMliqjqrJW3pWatfO0IyruXa9euidq1a4uTJ0+KevXqiS+++MLuscmN3HKcs+Y3Z85rzp7TnD2PySGHOXv+coScxZ6d1aDT6ZCYmIjevXubtymVSvTu3RsHDhwo85wDBw5YHA8Affv2Lfd4KeXm5gIAgoKCKjwuPz8f9erVQ2RkJAYNGoRTp07ZI7wHSklJQUREBOrXr4+RI0fiypUr5R7rTJ+LTqfDTz/9hBdffBEKhaLc4xz1c7lXamoq0tPTLf7sAwIC0LFjx3L/7Kvz905Kubm5UCgUCAwMrPC4qvy82tPOnTsREhKCxo0b47XXXsOdO3fKPdbZPht6OHL9vCub+xzV+PHjMWDAgFI5zVmsWbMG7dq1w9ChQxESEoLWrVvj+++/lzqsaunSpQu2b9+O8+fPAwCOHTuGvXv3on///hJHVn3VydvOorL52hGZTCaMHj0ab731Fpo3by51OLIgxxznrPnNmfOas+c0ueUxueYwZ8tf9s5ZLHZWQ2ZmJoxGI0JDQy22h4aGIj09vcxz0tPTq3S8VEwmEyZNmoSuXbvikUceKfe4xo0bY968eVi9ejV++uknmEwmdOnSBdeuXbNjtKV17NgRCQkJ2LRpE+bMmYPU1FR0794deXl5ZR7vLJ8LAKxatQo5OTmIj48v9xhH/Vzud/fPtyp/9tX5eyeV4uJivPPOOxgxYgT8/f3LPa6qP6/20q9fPyxcuBDbt2/HzJkzsWvXLvTv3x9Go7HM453ps6GHJ8fPu7K5z1EtW7YMSUlJmDFjhtShVNulS5cwZ84cxMTEYPPmzXjttdfwxhtvYMGCBVKHVmXvvvsuhg8fjiZNmsDd3R2tW7fGpEmTMHLkSKlDq7bq5G1nUNl87ahmzpwJNzc3vPHGG1KHIhtyy3HOmt+cPa85e06TWx6TYw5zxvxl75zlZperkNMYP348Tp48+cB5Azt37ozOnTub33fp0gVNmzbFt99+i48++sjWYZbr3m+bWrRogY4dO6JevXr4+eefMW7cOMnisoYff/wR/fv3r3BuC0f9XFyJXq/HsGHDIITAnDlzKjzWUX9ehw8fbv7/2NhYtGjRAg0aNMDOnTvx+OOPSxYXka1UNvc5oqtXr2LixInYunWrQywUWF0mkwnt2rXDf//7XwBA69atcfLkScydOxdxcXESR1c1P//8MxYvXowlS5agefPmSE5OxqRJkxAREeF09yJnVcnXjigxMRFfffUVkpKSKhzxQ67NGfObHPKas+c05jHH5oz5S4qcxZ6d1RAcHAyVSoWMjAyL7RkZGQgLCyvznLCwsCodL4UJEyZg3bp12LFjB+rUqVOlc+9+43PhwgUbRVc9gYGBaNSoUblxOcPnAgBpaWnYtm0bXnrppSqd56ify90/36r82Vfn75293U08aWlp2Lp1a5W/ZXvQz6tU6tevj+Dg4HLjcobPhqxHbp/3w+Q+R5CYmIhbt26hTZs2cHNzg5ubG3bt2oVZs2bBzc2t3B7ZjiY8PBzNmjWz2Na0aVOHmdqjKt566y1zr5jY2FiMHj0a//jHP5y2hxJQvbztyB42XzuCPXv24NatW6hbt675735aWhr++c9/IioqSurwnJaccpyz5jc55DVnz2lyy2NyymHOmr+kyFksdlaDh4cH2rZti+3bt5u3mUwmbN++3aJX3b06d+5scTwAbN26tdzj7UkIgQkTJmDlypX4/fffER0dXeU2jEYjTpw4gfDwcBtEWH35+fm4ePFiuXE58udyr/nz5yMkJAQDBgyo0nmO+rlER0cjLCzM4s9eo9Hgjz/+KPfPvjp/7+zpbuJJSUnBtm3bULNmzSq38aCfV6lcu3YNd+7cKTcuR/9syLrk8nlbI/c5gscffxwnTpxAcnKy+dWuXTuMHDkSycnJUKlUUodYKV27dsW5c+cstp0/fx716tWTKKLqKywshFJp+Su2SqWCyWSSKKKHV5287aiska8dwejRo3H8+HGLv/sRERF46623sHnzZqnDc1pyyHHOnt/kkNecPafJLY/JJYc5c/6SJGfZbOkjmVu2bJlQq9UiISFBnD59WrzyyisiMDBQpKenCyGEGD16tHj33XfNx+/bt0+4ubmJ//u//xNnzpwRU6dOFe7u7uLEiRNS3YLZa6+9JgICAsTOnTvFzZs3za/CwkLzMfffzwcffCA2b94sLl68KBITE8Xw4cOFp6enOHXqlBS3YPbPf/5T7Ny5U6Smpop9+/aJ3r17i+DgYHHr1i0hhHN9LncZjUZRt25d8c4775Ta58ifS15enjh69Kg4evSoACA+//xzcfToUfNqcZ988okIDAwUq1evFsePHxeDBg0S0dHRoqioyNxGr169xNdff21+/6C/d1Ldj06nE08//bSoU6eOSE5Otvh7pNVqy72fB/28SnEveXl54l//+pc4cOCASE1NFdu2bRNt2rQRMTExori4uNx7kfKzIfuTw+ddmdznrJxt1VohSlYUdXNzE9OnTxcpKSli8eLFwtvbW/z0009Sh1ZlcXFxonbt2mLdunUiNTVV/PbbbyI4OFi8/fbbUodWIWvkbUdgjXztKB70mdyPq7Fbh7PnODnmN2fLa86e05wxj8khhzl7/nK0nMVi50P4+uuvRd26dYWHh4fo0KGDOHjwoHnfY489JuLi4iyO//nnn0WjRo2Eh4eHaN68uVi/fr2dIy4bgDJf8+fPNx9z//1MmjTJfO+hoaHiySefFElJSfYP/j7PP/+8CA8PFx4eHqJ27dri+eefFxcuXDDvd6bP5a7NmzcLAOLcuXOl9jny57Jjx44yf67uxmsymcSUKVNEaGioUKvV4vHHHy91j/Xq1RNTp0612FbR3zup7ic1NbXcv0c7duwo934e9PMqxb0UFhaKPn36iFq1agl3d3dRr1498fLLL5f6Bd+RPhuShrN/3pXJfc7K2R4K71q7dq145JFHhFqtFk2aNBHfffed1CFVi0ajERMnThR169YVnp6eon79+uI///mPwzyMlMcaedsRWCNfO4oHfSb3Y7HTepw5x8kxvzljXnPmnOaMeUwOOczZ85ej5SyFEEJUshMoERERERERERERkcPinJ1EREREREREREQkCyx2EhERERERERERkSyw2ElERERERERERESywGInERERERERERERyQKLnURERERERERERCQLLHYSERERERERERGRLLDYSURERERERERERLLAYieRC+rRowcmTZpktfaioqLw5ZdfWq296nr00UexZMmSSh+fmZmJkJAQXLt2zYZRERGRvTHPlWCeIyKSH+a4EsxxVBEWO8nlxcfHQ6FQlHr169dP6tAsWDupyc2aNWuQkZGB4cOHV/qc4OBgjBkzBlOnTrVhZERE0mKekwfmOSKi0pjj5IE5jqzNTeoAiBxBv379MH/+fIttarVaomioOmbNmoWxY8dCqazadzhjx45F27Zt8dlnnyEoKMhG0RERSYt5zvkxzxERlY05zvkxx5G1sWcnEUqSYVhYmMWrRo0aAICdO3fCw8MDe/bsMR//6aefIiQkBBkZGQBKvqmbMGECJkyYgICAAAQHB2PKlCkQQpjP0Wq1+Ne//oXatWvDx8cHHTt2xM6dOy3i2LdvH3r06AFvb2/UqFEDffv2RXZ2NuLj47Fr1y589dVX5m8rL1++DAA4efIk+vfvD19fX4SGhmL06NHIzMw0t1lQUIAxY8bA19cX4eHh+N///mejP8W/XLlyBYMGDYKvry/8/f0xbNgw85/VXR9//DFCQkLg5+eHl156Ce+++y5atWpVrevdvn0bv//+OwYOHGixXaFQYM6cOejfvz+8vLxQv359/PrrrxbHNG/eHBEREVi5cmW1rk1E5AyY56yLeY6IyHEwx1kXcxzJAYudRA9wd8jB6NGjkZubi6NHj2LKlCn44YcfEBoaaj5uwYIFcHNzw6FDh/DVV1/h888/xw8//GDeP2HCBBw4cADLli3D8ePHMXToUPTr1w8pKSkAgOTkZDz++ONo1qwZDhw4gL1792LgwIEwGo346quv0LlzZ7z88su4efMmbt68icjISOTk5KBXr15o3bo1jhw5gk2bNiEjIwPDhg0zX/ett97Crl27sHr1amzZsgU7d+5EUlKSzf68TCYTBg0ahKysLOzatQtbt27FpUuX8Pzzz5uPWbx4MaZPn46ZM2ciMTERdevWxZw5cyzaeeaZZ+Dn54f4+HiLtl977TV0794dgwYNQm5uLgBg79698Pb2RtOmTUvFM2XKFDz77LM4duwYRo4cieHDh+PMmTMWx3To0MHiFyAiIlfCPFc1zHNERM6DOa5qmONINgSRi4uLixMqlUr4+PhYvKZPn24+RqvVilatWolhw4aJZs2aiZdfftmijccee0w0bdpUmEwm87Z33nlHNG3aVAghRFpamlCpVOL69esW5z3++ONi8uTJQgghRowYIbp27VpunI899piYOHGixbaPPvpI9OnTx2Lb1atXBQBx7tw5kZeXJzw8PMTPP/9s3n/nzh3h5eVVqq2HUa9ePfHFF18IIYTYsmWLUKlU4sqVK+b9p06dEgDEoUOHhBBCdOzYUYwfP96ija5du4qWLVua3x89elTMnTtXxMXFmbetXbtWvPrqq0IIIb7//nvx4YcfCiGE+OKLL0T9+vVLxQXAfPxdHTt2FK+99prFtn/84x+iR48eVbtpIiInwTz38JjniIgcE3Pcw2OOIzliz04iAD179kRycrLF69VXXzXv9/DwwOLFi7FixQoUFxfjiy++KNVGp06doFAozO87d+6MlJQUGI1GnDhxAkajEY0aNYKvr6/5tWvXLly8eBHAX98GVsWxY8ewY8cOizabNGkCALh48SIuXrwInU6Hjh07ms8JCgpC48aNK2x306ZNZU70fe9r7ty5ZZ575swZREZGIjIy0rytWbNmCAwMNH8Ld+7cOXTo0MHivPvft2rVqtRcO3v27MHTTz8NABg0aBB2794NACgqKoKnp2eZ8XTu3LnU+/u/DfTy8kJhYWGZ5xMRyQHznCXmOSIi+WCOs8QcR8QFiogAAD4+PmjYsGGFx+zfvx8AkJWVhaysLPj4+FS6/fz8fKhUKiQmJkKlUlns8/X1BVDyj3RV5efnY+DAgZg5c2apfeHh4bhw4UKV2wSA7t27l0oi9wsLC6tW2w8jOzvbPP9OYGAgsrKyAJSsxJednV3tdrOyslCrVi2rxEhE5IiY5ywxzxERyQdznCXmOCLO2UlUKRcvXsQ//vEPfP/99+jYsSPi4uJgMpksjvnjjz8s3h88eBAxMTFQqVRo3bo1jEYjbt26hYYNG1q87iaaFi1aYPv27eXG4OHhAaPRaLGtTZs2OHXqFKKiokq16+PjgwYNGsDd3d0ituzsbJw/f77C+/Xx8UGTJk0qfAUGBpZ5btOmTXH16lVcvXrVvO306dPIyclBs2bNAACNGzfG4cOHLc67/31ZgoKCzIkwOzvbvOJe69atkZ6eXmaSPHjwYKn3988Hc/LkSbRu3fqB1ycikivmOeY5IiK5Yo5jjiPXw2InEUpW10tPT7d43V0Fz2g0YtSoUejbty/Gjh2L+fPn4/jx46VWwrty5QrefPNNnDt3DkuXLsXXX3+NiRMnAgAaNWqEkSNHYsyYMfjtt9+QmpqKQ4cOYcaMGVi/fj0AYPLkyTh8+DBef/11HD9+HGfPnsWcOXPMcURFReGPP/7A5cuXkZmZCZPJhPHjxyMrKwsjRozA4cOHcfHiRWzevBljx46F0WiEr68vxo0bh7feegu///47Tp48ifj4eCiVtvur37t3b8TGxmLkyJFISkrCoUOHMGbMGDz22GNo164dAODvf/87fvzxRyxYsAApKSn4+OOPcfz4cYuhI2Xp3r071qxZAwBYs2YNHn30UQAlCTI4OBj79u0rdc4vv/yCefPm4fz585g6dSoOHTqECRMmmPcXFhYiMTERffr0sdYfARGRw2Gesx7mOSIix8IcZz3McSQbUk8aSiS1uLg4AaDUq3HjxkIIIT744AMRHh4uMjMzzeesWLFCeHh4iOTkZCFEyYTTr7/+unj11VeFv7+/qFGjhvj3v/9tMcm1TqcT77//voiKihLu7u4iPDxcDBkyRBw/ftx8zM6dO0WXLl2EWq0WgYGBom/fviI7O1sIIcS5c+dEp06dhJeXlwAgUlNThRBCnD9/XgwZMkQEBgYKLy8v0aRJEzFp0iTztfPy8sSoUaOEt7e3CA0NFZ9++mmZE2Q/jHsntRaiZBLvp59+Wvj4+Ag/Pz8xdOhQkZ6ebnHOhx9+KIKDg4Wvr6948cUXxRtvvCE6depk3v/CCy+IkJAQ4efnJxo0aCAMBoMwGo3i1VdfFd26dRMDBw4UOTk55uPffvttMXz4cItrABCzZ88WTzzxhFCr1SIqKkosX77c4pglS5aYP2siIjlinnt4zHNERI6JOe7hMceRHCmEEMKu1VUiGerRowdatWqFL7/8UupQnNYTTzyBsLAwLFq0qFrnp6eno3nz5khKSkK9evUAAAqFAitXrsTgwYPLPa9Tp05444038MILL1TrukREroB57uExzxEROSbmuIfHHEeOhgsUEZHdFRYWYu7cuejbty9UKhWWLl2Kbdu2YevWrdVuMywsDD/++COuXLliTpAPkpmZiWeeeQYjRoyo9nWJiIjuxzxHRERyxRxHzoDFTiKyO4VCgQ0bNmD69OkoLi5G48aNsWLFCvTu3fuh2q3oW7+yBAcH4+23336oaxIREd2PeY6IiOSKOY6cAYexExERERERERERkSxwNXYiIiIiIiIiIiKSBRY7iYiIiIiIiIiISBZY7CQiIiIiIiIiIiJZYLGTiIiIiIiIiIiIZIHFTiIiIiIiIiIiIpIFFjuJiIiIiIiIiIhIFljsJCIiIiIiIiIiIllgsZOIiIiIiIiIiIhkgcVOIiIiIiIiIiIikgUWO4mIiIiIiIiIiEgWWOwkIiIiIiIiIiIiWWCxk4iIiIiIiIiIiGSBxU4iIiIiIiIiIiKSBRY7iYiIiIiIiIiISBZY7CQiIiIiIiIiIiJZYLGTSGbi4+OhUCigUCjg7u6O6OhovP322yguLjYfc3e/QqGAm5sb6tatizfffBNardairfT0dPz9739H/fr1oVarERkZiYEDB2L79u32vi0iIiIAJXlu8ODBpbbv3LkTCoUCOTk5AAAhBL777jt07NgRvr6+CAwMRLt27fDll1+isLAQUVFRFvnw/ld8fLxd74uIiFzb3ee4V199tdS+8ePHl8pNlXlWi4qKwpdfflmqvWnTpqFVq1Y2uAsix+AmdQBEZH39+vXD/PnzodfrkZiYiLi4OCgUCsycOdN8zPz589GvXz/o9XocO3YMY8eOhY+PDz766CMAwOXLl9G1a1cEBgbis88+Q2xsLPR6PTZv3ozx48fj7NmzUt0eERHRA40ePRq//fYb3nvvPXzzzTeoVasWjh07hi+//BJRUVE4fPgwjEYjAGD//v149tlnce7cOfj7+wMAvLy8pAyfiIhcUGRkJJYtW4YvvvjCnIeKi4uxZMkS1K1b13wcn9WIKsZiJ5EMqdVqhIWFAShJmL1798bWrVstip2BgYEWxwwaNAhJSUnm/a+//joUCgUOHToEHx8f8/bmzZvjxRdftNOdEBERVd3PP/+MxYsXY9WqVRg0aJB5e1RUFJ5++mloNBoEBASYtwcFBQEAQkJCEBgYaO9wiYiIAABt2rTBxYsX8dtvv2HkyJEAgN9++w1169ZFdHS0+Tg+qxFVjMPYiWTu5MmT2L9/Pzw8PMo95vz58/j999/RsWNHAEBWVhY2bdqE8ePHWyTPu/ggSEREjmzx4sVo3LixRaHzLoVCYVHoJCIiciQvvvgi5s+fb34/b948jB071vyez2pED8aenUQytG7dOvj6+sJgMECr1UKpVOKbb76xOGbEiBFQqVTmY5566ilMnjwZAHDhwgUIIdCkSRMpwiciIqrQ3Tx3r7tD0gEgJSUFjRs3tndYRERED23UqFGYPHky0tLSAAD79u3DsmXLsHPnTgBVf1Z755138N5771ls0+l0aNasmVXjJnIkLHYSyVDPnj0xZ84cFBQU4IsvvoCbmxueffZZi2O++OIL9O7dG0ajERcuXMCbb76J0aNHY9myZRBCSBQ5ERHRg93Nc/f6448/MGrUKABgHiMiIqdVq1YtDBgwAAkJCRBCYMCAAQgODjbvr2qOe+utt0otujdr1izs3r3bGuESOSQWO4lkyMfHBw0bNgRQMuyhZcuW+PHHHzFu3DjzMWFhYeZjGjdujLy8PIwYMQIff/wxYmJioFAoOLE1ERE5pHvz3F3Xrl0z/3+jRo2Yw4iIyGm9+OKLmDBhAgBg9uzZFvuq+qwWHBxcKmfenauaSK44ZyeRzCmVSvz73//Ge++9h6KionKPU6lUAICioiIEBQWhb9++mD17NgoKCkodm5OTY6twiYiIHtoLL7yA8+fPY/Xq1aX2CSGQm5srQVRERESV069fP+h0Ouj1evTt29diH5/ViB6MxU4iFzB06FCoVCqLbwVzcnKQnp6OGzduYNeuXfjwww/RqFEjNG3aFEDJN4hGoxEdOnTAihUrkJKSgjNnzmDWrFno3LmzVLdCRET0QMOGDcPzzz+PESNG4L///S+OHDmCtLQ0rFu3Dr1798aOHTukDpGIiKhcKpUKZ86cwenTp82dUu7FZzWiinEYO5ELcHNzw4QJE/Dpp5/itddeAwDzin4KhQJhYWF49NFH8d///hdubiX/LNSvXx9JSUmYPn06/vnPf+LmzZuoVasW2rZtW2qeNCIiIkeiUCiwZMkSfPfdd5g3bx6mT58ONzc3xMTEYMyYMaV6yRARETkaf3//cvfxWY2oYgrBGdyJiIiIiIiIiIhIBjiMnYiIiIiIiIiIiGSBxU4iIiIiIiIiIiKSBRY7iYiIiIiIiIiISBZY7CQiIiIiIiIiIiJZYLGTiIiIiIiIiIiIZIHFTiIiIiIiIiIiIpIFFjvLIISARqOBEELqUIiIiKyOeY6IiOSMeY6IyLWx2FmGvLw8BAQEIC8vT+pQiIiIrI55joiI5Ix5jojItbHYSURERERERERERLLgdMXO3bt3Y+DAgYiIiIBCocCqVavM+/R6Pd555x3ExsbCx8cHERERGDNmDG7cuCFdwERERERERERERGQXTlfsLCgoQMuWLTF79uxS+woLC5GUlIQpU6YgKSkJv/32G86dO4enn35agkiJiIiIiIiIiIjIntykDqCq+vfvj/79+5e5LyAgAFu3brXY9s0336BDhw64cuUK6tata48QiYiIiIiIiIiISAJOV+ysqtzcXCgUCgQGBpZ7jFarhVarNb/XaDR2iIyIiIiIiIiIiIisyemGsVdFcXEx3nnnHYwYMQL+/v7lHjdjxgwEBASYX5GRkXaMkoiIiIiIiIiIiKxBtsVOvV6PYcOGQQiBOXPmVHjs5MmTkZuba35dvXrVTlESERERERERERGRtchyGPvdQmdaWhp+//33Cnt1AoBarYZarbZTdERERERERERERGQLsit23i10pqSkYMeOHahZs6bUIREREREREREREZEdOF2xMz8/HxcuXDC/T01NRXJyMoKCghAeHo7nnnsOSUlJWLduHYxGI9LT0wEAQUFB8PDwkCpsIiIiIiIiIiIisjGFEEJIHURV7Ny5Ez179iy1PS4uDtOmTUN0dHSZ5+3YsQM9evSo1DU0Gg0CAgKQm5v7wCHwREREzoZ5joiI5Ix5jojItTldz84ePXqgovqsk9VuiYiIiIiIiIiIyEpkuxo7ERERERERERERuRYWO4mIiIiIiIiIiEgWWOwkIiIiIiIiIiIiWWCxk4iIHJ7RaJQ6BCIiIpthniMiIjmzd55jsZOIiBxacXExEhIScOLECalDISIisrr8/Hx89913uHTpktShEBERWV1WVhZmz56N9PR0u12TxU4iInJYRUVFWLRoEby8vNC0aVOpwyEiIrIqjUaDhIQEhIWFISoqSupwiIiIrCozMxMJCQlo3LgxQkND7XZdFjvt6LHHHkNwcDA2b94sdShERA7PZDJh0aJF8Pf3x/PPPw83NzepQ6IHYJ4jIqo8nU6HhIQE1K1bF4MGDYJSyUczR8c8R0RUefn5+UhISEDLli3Rp08fKBQKu12bGdWOdu7ciX79+mH+/Pk2u0ZycjJ69OgBPz8/xMbGYt++fRUeP3fuXDRp0gSBgYHo27cv0tLSzPteffVV+Pr6WrwUCgUmTZoEoGRo6fDhw9G4cWMolUp89913VWqfiKg8QggolUr06dMHzz33HFQqldQhUSU4W54DgF9++QWtW7eGv78/GjZsiAULFpj3VSbPVTUeIiKgJM95eHhg4MCBGDhwIAudTsLZ8tyDnudOnTqF559/HpGRkfD390enTp2QlJRk0X5FeZKIqDxCCPj4+OCZZ55Br1697FrovBsA3Sc3N1cAELm5uVZve/78+aJ58+ZWb1cIIVJSUkRQUJBYtGiR0Gq1YtasWaJu3brCYDCUefznn38uGjduLE6cOCH0er149dVXRe/evcttf8GCBaJmzZoiMzNTCCFEZmamWLJkiUhMTBRKpVIcOXLkodonIhKi5N/g7777zvxvDVkf81yJzZs3i4CAALFnzx5hMpnEmjVrhEKhEOfPnxdCPDjPVTUeIiIhhLh9+7b49ttvRV5entShyBbzXNnuf55bu3atWL58ubhz547Q6XTib3/7m2jQoIH5+AflSSKisly7dk189913QqvVShYDi51lsGVyfPPNN4W7u7vQ6XRWb3vgwIFiwoQJ5vd37+PixYuljjUYDKJmzZpi8+bN5m27du0SHh4eZSbTrKwsERISIn744YdS+/bv3y88PDwsfpCr2j4RkRBCZGdniy+//FKsXr1amEwmqcORLea5kjz097//Xbzwwgvm/Xq9Xri5uYljx45ZtFVWnqtqPEREQgiRkZEhPvvsM7Ft2zbmORtinqva89xdq1evFkqlssp5kojorrS0NDFjxgxx4MABSePgeAk7On78OH788UcYDAacP3++zGM2b96MwMDAcl8ffPBBmefduHED69evx4QJE8zbhBAAShb4uN/Nmzdx584dNGnSxLzt3LlzMBgMZXYvnjx5MmJiYvDiiy+W2peYmIjmzZvDw8Oj2u0TEeXl5SEhIQExMTEYOHAg/61wQs6W51q3bo0DBw7gypUrKCoqwr///W9MmDABLVq0sGirrDxX1XiIiO4u0tC+fXs8/vjjzHNOyNny3L0qep4DAKPRiK+//hoDBw40Tx9U2TxJRAQA165dw+LFi9G7d2906tRJ2mAkLbU6KFt8E2gymUTnzp3F//73PxEdHS2WLVtmtbaFEGLp0qWidu3aFtuOHj0qFApFmfeh0+mEv7+/mDp1qtDpdGLv3r0iPDzcYtjCXQcPHhQeHh7ixIkTZV577Nix4qWXXqp2+0REQghhNBrFsWPH2NPFDpjnSly8eFG0adNGKBQKoVAoRJ8+fURRUVGptsrKc1WNh4hIp9OV+/s0WRfznKUHPc8VFRWJZ599VrRq1UrcunXLvL2yeZKISIiSf0tOnz4tdRhCCPbstJsffvgBxcXFmDhxImJjY3Hy5Emrtp+Wlob69etbbPv999/RsWNH+Pv7lzre3d0dy5Ytw6+//orQ0FDMnDkTHTp0QO/evS2OMxqNeO211zBx4kQ88sgjZV47KSkJbdu2rVb7RES3bt3CsmXLYDKZ0KJFC/Z0cVLOlucSExPx2GOP4ZNPPoFOp8OZM2eQkpKC//u//yvVVll5rqrxEJHrunLlClasWAE3N7dyf58mx+dsee6uBz3Ppaen47HHHoNer8eePXtQq1YtAFXLk0Tk2s6fP49169bB09MTTZs2lTocAFyN3S5u376N//znP/j222+hUqkQGxuLU6dOlXnspk2bSq2Yd+9r6tSpZZ7n6elp8V6v1+Pbb7/FG2+8UW5c/fv3x8mTJ5GVlYV58+Zh//79eO211yyO+eabb3Dnzp1yr6vVanHq1Cm0adOmWu0TkWu7efMmEhISEB4eDjc3N6nDoWpyxjz39ddf49lnn8UTTzwBNzc3NG7cGI8++ihu3Lhh0UZ5ea468RCR67l8+TIWL16MevXq8cs8J+aMee6uip7njh49ivbt2+PRRx/FypUr4evra95X2TxJRK7tzJkz+PXXX0t9WSM5qbuWOiJrD3uIi4uzmGh62bJlIiYmxipt33XkyBHh7e0tzpw5I7Kzs8WYMWNEx44dy504OzU1VWRkZAiTySROnDghunbtKt5//32LY65fvy78/PzEqlWrSp1vNBpFUVGR2Ldvn1CpVCI7O1sUFxdXqX0icm3Xr18Xn3zyidi7d6/Uobgc5jkh/vWvf4m2bduK9PR0YTQaxYYNG0RAQID4/fffhRAPznNVjYeIXM/FixfF9OnTxdGjR6UOxeUwz5Wo6Hnut99+EzVq1BDz5s0rs/0H5UkiopMnT4rp06eLs2fPSh1KKSx2lsGayXHXrl2idu3aFm2dOnVKKJVKq8938umnn4rQ0FARFBQk4uPjRXZ2tnnf3r17RWBgoDmOefPmiZo1awpfX1/RunVrsWDBglLtDRs2TAwcOLDMa33zzTcCgMWrWbNm5v2VaZ+IXFt2drZITEyUOgyXxDwnhEajEXFxcSI4OFgEBgaKTp06iXXr1pn3PyjPPSgeIqKMjAxx8uRJqcNwScxzJcp7njMYDMLLy0uoVCrh4+NjfkVERJjnTn9QniQiunLlikhJSZE6jDIphPhziTcy02g0CAgIQG5uLufdIiKyssuXL+Pq1avo3r271KG4LOY5IiLbOXPmDAoKCtCuXTupQ3FZzHNERLaTlJQEtVqN5s2bSx1KuThnJxE5JFNBAW7PmoWb709F0YkTUodDVnLx4kUsWbIEfn5+UodCRC4k81oedi45hwOrLkJbZJA6HJKxkydPYuXKlcxzREROIP3CeRzdtBbpF1MeeOzp3b9j89xZOPH7FjtE5rgOHTqELVu2WMzx64i4GgQROaTM779H3qbNAICikycQ9dNPUHp7SxwVPYzz58/j119/xcCBAxEbGyt1OETkIowGE3YsOgtdsREAYDKY0PW5GImjIjk6duwY1q9fj2HDhqFhw4ZSh0NERBW4dfkSNv6/LyBMJiRv2YCnJr6NWvWiyzz22umTOPjbcgDA9bOn4FczGFEtSy/SLHf79+/Hnj17MGrUKNSpU0fqcCrEnp1E5JAMt2+b/18UFsGYny9hNGQNer0egwcPZqGTiOzKoDOaC50AUJCrkzAakjO9Xo8RI0aw0ElE5ARup6VCmEwAAGEy4faVy+Uem5+TZfG+ICfblqE5LJPJhNGjRzt8oRNgsZOIHFTgs89B4ekJAPDr0wfuISESR0TVderUKVy9ehXNmzdHs2bNpA6HiFyM2tsdjTqEAgBUbgo06xYhcUQkN4mJibh16xbatWuH6OiyewUREZFjqd24GdzUagCAm1qNiEZNyz02ulVbBIaFAwD8a4Wgfpv2donREQghcODAAeTm5qJbt26IiHCO36O4QFEZOKE1kWMw5ufDlJ8P97AwqUOhakpOTsaGDRs4pM/BMM+RK8rP1sJdrYTa213qUEhG7g7pGzlypFP0dHEVzHNEVBma27dwKy0VIVHR8A+uuHON0WBAQXYWfGrUgMrNNX6XEEJg27ZtOH78OMaMGYNatWpJHVKlcc5OInJYKl9fqBx84mMqX2JiIrZs2YIRI0awpwsRSc63hlrqEEhmdu/ejYMHD2L06NFO09OFiMjVFGpycXTjGhgNBrTq+xT8g/8q2PnXCoF/rcqNIFS5uVX6WDkQQmDTpk04e/Ys4uPjUbNmTalDqhIWO4lIEsVnzkCXdgXe7drCLThY6nDIyoQQSE9Px8iRI1G3bl2pwyEimREmAW2hAWpvNyiUCqnDIRdkMplw584dxMXFITQ0VOpwiIjoT7m30nE77TJCohvAP7gWdv80DzfOnwUAZF5NwzPvTpM2QCdhMBhQUFCA+Ph41KhRQ+pwqozFTiKyuqJjx1B07Di8WreGV+wjpfYXHDyI9A8/AkwmqGrWROT/mw1VQIAEkZItHDt2DI0bN8aAAQOkDoWIZEivNWJbwmlk3ShAYIgXer/YHGov/kpL9iGEwNGjR9GiRQsMGTJE6nCIiOgeWTeuYd0Xn8Cg18Pd0xOD/vkfaG7fMu/Py7xdwdkElHyZl5SUhDZt2uC5556TOpxq4wJFRGRVRadO4cbkfyN7yRLcePddFJ87X+qYwsNHgD9XvjPeuQPtxYv2DpNsZPfu3di8eTNyc3OlDoWIZCrt5B1k3SgAAOTcKkLqMT64kH3cHdK3a9cu5OfnSx0OERHd59qZUzDo9QAAfXExbqScxSM9nwAUJaNAHun5xEO1bzIZHzpGR2YymbBy5Ur88ccfKC4uljqch8KvwYnIKvTXr6Pg4B/QXb1qLmTCaIT2/Hl4Nm5kcaxXi1ho1q8HACj9/ODB+RydnhACO3bsQGJiIof0EZFNefpY/vrqyQWHyA6EEFi3bh0uXbqE+Ph4BAYGSh0SERHdJzS6ARQKBYQQUKpUqFU3GjXrRKJOs1iYjEYEhj7cwrf64mJ4eHlDoZDfFDpGoxErVqzAnTt3EB8fD29vb6lDeigsdhLRA2lTU6FZtx5utYIR+OyzULhbPlga7tzBtYmTYMrPh9DrAZUKCqUSSm9veLVuXao938ceg9LbG9rUVPh06Qo3J5wDhCxptVqkpaUhPj7eqVbpIyLnU6dJEFr0rIMbF3IQFh2AerHONWE+Oae8vDxkZmYiPj4eAZx6h4jIIYXWb4h+4/+B9IspiGjUFDXrRAKAxaJED0NXXAQPL+cuApYnKysLRUVFiIuLc/pCJwAohBBC6iAcjUajQUBAAHJzc+Hv7y91OESSMhUWIi1+LEwaDQAgcOhzqDlunMUxBX8cQvrUqeb3vr16wrtde3g2awr3sIf79owcmxAC58+fR6NGJb135fgtpxwxzxERVY7RaMSlS5cQExMDIQTznJNgniMiaxMmE3IybiIwLEJWuUCv1+Pq1auoX7++rPIce3YSUYWM2dnmQicA6NKulDpG3SgGqoAAGHNzAaUSvj16wKdDB3uGSRK4d0hf3bp14eXlJXVIRCQzd67n4+yBm/Dy90CLHnXg5qGSOiRyIXeH9GVlZSE6Ohpubnx0IiJyVXptMeTWVVCn02Hp0qUAgOjoaNkUOgEWO4noAdzCwuDVujWKjh4FVCr4PVF6Ume3GjVQe9YsFB4+DHX9aHg2ayZBpGRPJpMJa9aswdWrVxEfH89CJxFZnV5rxO8Lz0BXXLIYgFFvQvsBnOOZ7MNgMOCXX35BXl4exowZw0InEZGL0zn5gj3302q1WLJkCVQqFYYPHy6rQifA1diJ6AEUKhXCP/oQEZ/ORN3vvoVv925lHuceGoKApwaw0Okibty4gfT0dM5dZgO7d+/GwIEDERFRMkRm1apV5n16vR7vvPMOYmNj4ePjg4iICIwZMwY3btyQLmAiG9EW6s2FTgDIy5LXQwY5tkuXLqGwsBBjxoyRxdxlRERUfUII6LXy+j3kzJkz8PDwwIgRI+Dh4SF1OFbHryiJ6IEUbm7watFC6jDIARiNRmRmZqJOnTp45ZVXoFTyOzNrKygoQMuWLfHiiy/imWeesdhXWFiIpKQkTJkyBS1btkR2djYmTpyIp59+GkeOHJEoYiLb8AlUI7JpEK6eyYJSpUCjDpwDmmxPp9NBo9GgUaNGaNiwIfMcERHBoNVCmOQxhr2wsBA6nQ6tWrVCixYtZJvnWOwkIqJKuTukT6vVIi4uTraJUWr9+/dH//79y9wXEBCArVu3Wmz75ptv0KFDB1y5cgV169a1R4hEdqFQKNB9WAyyMwrh6eMOb3/59Togx6LVarF48WL4+/vjueeeY54jIiIAJauwy0F+fj4WLVqEqKgo9O/fX9Z5jsVOIiJ6IL1ej+XLl6O4uBijRo2S3Zwuziw3NxcKhQKBgYHlHqPVaqHVas3vNfcsOkbkyBRKBYLCfaQOg1xAUVERFi9eDC8vLwwaNEjqcIiIyIHoZTBfZ15eHhYuXIjw8HD07dtX6nBsTr5lXCIisprDhw9Dr9dj9OjR8PT0lDoc+lNxcTHeeecdjBgxAv7+/uUeN2PGDAQEBJhfkZGRdoySiMjx7d27Fz4+Pnj++efh7u4udThEROQg9DotTCaT1GE8tO3bt6NOnToYPHiwrHt03qUQQshj4gEr0mg0CAgIQG5uboUPj0REcldcXAwhBNRqNYxGIx8A7UyhUGDlypUYPHhwqX16vR7PPvssrl27hp07d1aYr8rq2RkZGck8R0Qur6CgAB4eHlAoFFAoFFCpVFKHRFbA5zkispZCTS6K8/PN72uERzjVKDeNRgMfHx/zs5wzxf4w5F/OJSKiaikqKsKiRYuwZ88eKJVKFjodiF6vx7Bhw5CWloatW7c+8EFOrVbD39/f4kVE5Oo0Gg3mz5+Pw4cPw83NjYVOIiIqRe/E83XeuXMHP/74I06ePGn+Ys9VcM5OIipXzspVKD5xAt4dO8K/bx+pwyE7KiwsxKJFixAQEIBevXpJHQ7d426hMyUlBTt27EDNmjWlDomIyOnk5uZiwYIFqFevHjp16iR1OEREVE0ZqRdxZO1vcPPwQOfnRsA/OMRqbRv0ehgNRqu1Z0+3b9/GwoUL0bJlS7Ro0ULqcOyOxU4iKlP+rl248+23AICC/fvhHhEOr9hYiaMie1m7di2CgoLwzDPPsKeLneXn5+PChQvm96mpqUhOTkZQUBDCw8Px3HPPISkpCevWrYPRaER6ejoAICgoCB4eXK2aiOhBhBBYsWIF6tevjwEDBrhUTxciIrnZPm8OivPyAAB7lizAgDfeslrbuqJCq7VlTyaTCcuXL0ebNm3Qo0cPl8xzLHYSUZn06Rn3vU9nsdMFFBcXQ61W46mnnoKXl5dLTF7taI4cOYKePXua37/55psAgLi4OEybNg1r1qwBALRq1crivB07dqBHjx72CpOIyCkVFxfD09MTQ4cOha+vr0s+ABIRyYUwmaAr/KsgqS0ssGr7zrgK+908FxcXBz8/P6nDkQyfYomoTL49esAtOBgA4F43Ej6dO0scEdlabm4uvvvuO5w9exY+Pj4sdEqkR48eEEKUeiUkJCAqKqrMfUIIFjqJiB7g9u3bmD17Nq5cuQI/Pz8WOomInJxCqUT7p5+FQqGAm7s72j01xGptGw16GA0Gq7VnD9euXcOsWbOQmZnp0oVOgD07iagc7qEhiPz+O+jT0+FeuzaUHB4ra9nZ2ViwYAFiYmLQpEkTqcMhIiKyqvT0dCxatAjt27dHZGSk1OEQEZGVNH/scTTq3A1KpRIqN+stqKpzsl6daWlpWLp0KXr16oXgPzstuTIWO4moXEovL6ijo6UOg2zMYDBg4cKFaNKkCfr27cueLkREJCvFxcVYtGgROnXqhO7du0sdDhERWZm7h9rqbTrTKuy5ublYsmQJ+vbtizZt2kgdjkNQCCGE1EE4Go1Gg4CAAOTm5sLf31/qcIiIbMZoNEKlUuHWrVuoVasWC50ugnmOHFlBjhZCAL41rP/gQq7n3jwXEmK9FXrJsTHPEdHDMBmNyMlIL3NfjfAIh3pmYp4rGydkI6JSTAUFuP7227g0cCAyZnwCYTRKHRLZQHp6Or7++mvk5OQgJCTEoZI2EbmmswdvYtUXR7H6y6M4tee61OGQk0tLS8M333yDoqIiPgASEVGl6ZykV+fZs2cxZ84cGAwG5rn7OF2xc/fu3Rg4cCAiIkqq6atWrbLYL4TA+++/j/DwcHh5eaF3795ISUmRJlgiJ5W7YQOKj5+A0BuQv2sXCg4clDoksrIbN25gwYIFaNu2LQIDA6UOh4gIAHB6zw3z/5+65/+JqurSpUtYsmQJunfvDi8vL6nDISIiJ+IMq7CfOnUKv/32Gx5//HG4uXGGyvs5XbGzoKAALVu2xOzZs8vc/+mnn2LWrFmYO3cu/vjjD/j4+KBv374odoIfViJHobhvYmeFu/UmeibpZWVlYeHChXj00Uc5dxkRORSfe4au+wRyGDtVz40bN7Bs2TI8+eSTnLvMCRmNRkyZMgXR0dHw8vJCgwYN8NFHH4GzrxGRPQiTCQadVuowKnThwgWsXr0azz33HJo2bSp1OA7JqefsVCgUWLlyJQYPHgygpFdnREQE/vnPf+Jf//oXgJKJWkNDQ5GQkIDhw4dXql3O8UKuzqTT4fb//ofi02fg07ULav7tbxziLBN3/8lPTU1F/fr1JY6GpMI8R46qIFeLY9uuQgiBFr0i4RfkKXVI5GSEEDCZTLh69SqioqKkDoeq4b///S8+//xzLFiwAM2bN8eRI0cwduxYTJ8+HW+88Ual2mCeI6Lq0hYWoiAnu9z9Us/ZKYSAXq9HRkYGIiMjJYvD0cmqr2tqairS09PRu3dv87aAgAB07NgRBw4cKLfYqdVqodX+VbnXaDQ2j5XIkSk9PBA6ebLUYZCVXbp0Cbt27UJcXBwLnUTkkHwC1OjybEOpwyAnderUKRw7dgwjRoxgodOJ7d+/H4MGDcKAAQMAAFFRUVi6dCkOHTokcWRE5CiK8/NxbOsGCJMJLZ7oD2//AKu17cirsB8+fBjXr1/H4MGDWeh8AKcbxl6R9PSS1bJCQ0MttoeGhpr3lWXGjBkICAgwv/hDQ0Ryk5KSgmXLlqFt27ZQKmX1Tz8RERGOHz+O1atXo3379hyN4uS6dOmC7du34/z58wCAY8eOYe/evejfv3+552i1Wmg0GosXEcnXzoXf49Su7Ti9Zwe2/zjHau0KIaDXOuYUiAcOHMD27dvRtm1bqUNxCnziBTB58mTk5uaaX1evXpU6JCIiq7lw4QJ++eUXDBo0CC1atJA6HCIiIqs6ceIE1q9fj+HDhyMmJkbqcOghvfvuuxg+fDiaNGkCd3d3tG7dGpMmTcLIkSPLPYedV4hchxAC2Tf/WsQwJ/2m1drWa4vhiBM9Hjx4ELt378aYMWP471slyWoYe1hYGAAgIyMD4eHh5u0ZGRlo1apVueep1Wqo1ZwEn+guIQRMBQVQ+fpKHQpZQWhoKIYNG4aGDTk0lIiI5Kd27dp44YUXUK9ePalDISv4+eefsXjxYixZsgTNmzdHcnIyJk2ahIiICMTFxZV5zuTJk/Hmm2+a32s0GhYEiGSkICcbmdeu4Nz+3bh+9jTc1WoIYYJCoUSTro9a7TqOugp7vXr1EBcXZ6550YPJqtgZHR2NsLAwbN++3Vzc1Gg0+OOPP/Daa69JGxyRkzDmF+Dm5HehTbkAz2ZNEf7f/0LpyQUinNHx48eRmZmJXr16wc/PT+pwiIhK0RUbcGb/TUAATbqEQ+0lq19NycYOHDgAhUKBTp06ISgoSOpwyEreeustc+9OAIiNjUVaWhpmzJhRbrGTnVeI5OlyciLOHtyLqyePwWQ0oigvD75BQRAmE5p274lGHbsiONI6X3QJIRyq2CmEwO+//45atWpxdF41ON0w9vz8fCQnJyM5ORlAyaJEycnJuHLlChQKBSZNmoSPP/4Ya9aswYkTJzBmzBhERESYV2wnoorlb98GbcoFAEDx6TPI37lT2oCoWo4ePYr169dzgQYicmj7fknByV3XcXL3dexeek7qcMiJ7N27F7t370bdunWlDoWsrLCwsNT84iqVCiaTSaKIiEgKt69cxu8Lvkdq4mHkZ2XBqNNBmEww6HQAgIBaoVYrdAKAQad1mH9nhBDYsmULjh07htq1a0sdjlNyuq/Pjxw5gp49e5rf3x2uEBcXh4SEBLz99tsoKCjAK6+8gpycHHTr1g2bNm2CJ3umEVWKEAKmwkIo3N2hcHeH0pc9Ap3NkSNHsHXrVg7pIyKHl3Wz8J7/L5AwEnImu3btwqFDhzikT6YGDhyI6dOno27dumjevDmOHj2Kzz//HC+++KLUoRGRHWlu3wKEgNKtpGylUCqh9vGBf3AtRDRuZtXh64DjDGEXQmDDhg1ISUnB2LFjUaNGDalDckoKIRxx+lVpaTQaBAQEIDc3F/7+/lKHQ2Q3hqwsXH3tdeivXIFJp0ONoUMR+u47UodFVZSSkgJPT0/OVUXlYp4jR5G0Oa1kGDuAmPah6PBUtMQRkTM4ceIEQkNDERISInUoZAN5eXmYMmUKVq5ciVu3biEiIgIjRozA+++/Dw8Pj0q1wTxH5Py0hYVY9+UnyL2VASgUqN+mPRq274Q6TZrb5Ho5GekwGY0PPK5GeAQUCoVNYrgrMTERDRo0QGBgoE2vI2csdpaByZFcVf6evciYPt38PnDYMNR8cayEEVFV7Nu3D+Hh4ahfv77UoZCDY54jR5JxWQMhBMKiA6QOhRyYEAI7duxAkyZNEBERIXU45OCY54jkQa/TIufmDfjXCoHa28dm1zHodNBk3q7UsbYqdppMJmzZsgXt27dHzZo1rd6+q3G6OTuJyHbUDepDcc+UD57NmkoYDVWWEAI7d+7E/v374e3tLXU4RERVEhrlz0InVejukL7jx4/Dy8tL6nCIiMhO3D3UqFUv2qaFTgDQFRfZtP0HMRqNWLFiBS5dusTF1qzE6ebsJCLbcY+IQO3/+wwFhw7BMyYG3u3bSx0SPYAQAtu3b0dycjLi4uI4pI+IiGTFZDJh7dq1SEtLQ3x8PIf0ERGR1Uk5X6fBYMCvv/6K3NxcxMfHs/OKlbDYSUQW1A0bQt2wodRhUBUolUrEx8cjODhY6lCIiIiszsvLC/Hx8RyOTETkAkxGIzSZt3DtzCl4eHqiYYfOUCpVNrueQaeD0WCwWfsPIoRAQEAABg0axNELVsRiJxGRExJCYO/evWjbti169eoldThERERWZTQasWfPHnTp0gV9+vSROhwiIrKD/Kw72PD1/yH90gUoFAr4BAYi8+oVdBn6gs2uWVyQb7O2K6LT6bB//350794d/fv3lyQGOeOcnURETsZkMmHNmjU4evQo9Hq91OEQERFZlcFgwC+//IJz587BIGFvGyIisq8z+3YhL+sOjHo9DDod9FodMi6l2Ox6RoMBuiL7z9ep1WqxePFiXL58GcZKrABPVceenURETsRkMmHVqlW4ceMGh/QREZHs6PV6/PzzzygsLMSYMWM4pI+IyIWYjCaYjEa4eXjAoNNBqVKiTrNYm11PW1hgs7bLU1xcjMWLF8PDwwPDhw+Hu7u73WNwBSx2EpFZ3vbtyF6+HG61aiHkX/+CW40aUodE99FqtTAajYiPj4evr6/U4RAREVlVYWEh1Go1nnvuOa5IS0TkQpI2rsHJHVugLy5CYFg46jSLRf1W7VCvRSubXE+YTJIUO/Py8hAUFISBAwfCzY0lOVvhMHYiAgAYsrNx6/MvoL9yFUWJScj68UepQ6J7GAwGJCUlwdPTE0OHDmWhk4iIZEWr1SI5ORkBAQEsdBIRuaAze3ZAoVDA09cPSpUKPce8ZLNCJwBoCwshTMJm7d+voKAAp06dQq1atTBkyBAWOm2MxU4iAgAInR64Z74QU1GxhNHQvfR6PZYvX47ExETO0UlERLJTXFyMn376CSdOnIDJZJI6HCIisrM7167CoNNBV1QIAAgICbP5Ne25MFFeXh4WLFiAs2fPQgj7FVhdGYudRAQAcA8NQY0RwwGVCm61aiFo9CipQyKUrNK3dOlSaLVajBkzBh4eHlKHREREZDWFhYVYuHAhvLy8MGLECCiVfDwhInIlxfn52Dj7c+h1WhgNBtSIqI1eY/9m02vqigphstPCQBqNBgkJCYiIiMCQIUOgUCjscl1Xx36zRGTm3aEDvNq2hdcjj0gdCv0pIyMDKpUKw4cPZ6GTiIhk59q1a6hRowaeeeYZqFQqqcMhIiI7KsjJxonft0CTmQE3DzW8/PxRIywc3v4BNr2uPXt1Xrx4EVFRUXjqqadY6LQjFjuJCABw58cfkfPLrwCAwKHPoea4cRJH5NqKi4uRkZGBevXq4YUXXmBiJCIiWcnLy0NeXh4aNWqEmJgY5jkiIheTnX4Dq//vY2TduA5hMkGpLIBvUDAatO1o0+vqdVoYdLafGiwrKwtGoxGtW7dGq1atmOfsjONEiAgAoNm85a//37hJwkjo7pC+Q4cOAQATIxERycrdIX3JyckAmOeIiFzRlRPJKM7LhwIKKBRKeHh7I7bXE4hs3sKm19Xm275XZ2ZmJubPn48zZ84AYJ6TAoudRAQA8Iiq99f/14+WMBLXVlBQgAULFiAwMBDPPPOM1OEQERFZVU5ODubPn4+oqCj0799f6nCIiEgiQbUj4ebhDoVSAYVSAU8fXzRs18mm1zQaDNAV23Yh3oyMDCQkJKB169bo3r27Ta9F5eMwdiICAIS99x5yfvkFEAKBQ4dKHY7LOnr0KEJCQjBkyBAu0kBERLJz8OBBNGrUCP369WNPFyIiFyWEwJ2rV1AjvDZqRtZDWMNGaNK5O2qE17bpdbV2mKtz37596NChAx599FGbX4vKpxBc974UjUaDgIAA5Obmwt/fX+pwiMgF5ObmQqVSwcfHB0IIFjrJppjniMje7ty5Ax8fH3h4eEChULDQSTbFPEfk2E7s2IoDvyyGys0dCqUSAya+jdDoBja9pjCZkHMrHcL0cCWwGuERZeawW7duISgoCEqlks9yDoCfABGRxLKzs5GQkICkpCQoFAomRyIikpWMjAzMnz8fp06dglKpZKGTiMiF5d7KwIFflqAgJwf52XdgMhlRkJ1l8+sWFxY8dKGzPFeuXMG8efNw8eJFPss5CA5jJyKS0J07d7Bw4UI0adKEc7oQEZHs3Lx5E4sWLUKnTp3Qtm1bqcMhIiKJpZ04CqVKBaVKCZPRBC8/f0Q2j7XpNYXJZLOFiVJTU7Fs2TL06dMHjRs3tsk1qOpY7CQiCIMBxRcuQqEA1A0bQqFSSR2Sy9i4cSMeeeQR9O7dmz1diIhIVoQQWLt2Lbp164YuXbpIHQ4RETmAoPA6UKpU8A0KhjCZ8PiLr8Fd7WnTaxbl58FkMlm9XaPRiLVr16J///5o1aqV1dun6uOcnWXgHC/kSkxFRbjyyisoSj4GhUoFv8cfR8SnM1nwtLG7/77o9Xq4u7uz0El2xTxHRLaWk5ODwMBA6HQ6eHh4SB0OuRjmOSLHdunoYaRfOI86TWNR95EWNr2WyWRE7q0Mqw1hvztnJ/OcY+NkAkQu7tasWShKTAL0egi9HgUHDkCXmip1WLJ28+ZNfPvtt7h48aJ5oQYiIiK5SE1NxZw5c3Dz5k0+ABIRUSn1W7dHl6EjbV7oBIDi/Hyrz9V5+vRpzJkzBzk5OcxzDorD2IlcWPbKlchesBC426XfZIJCrYYqKEjawGTs2rVrWLx4Mbp3746GDRtKHQ4REZFVXbhwAT///DOefPJJhIeHSx0OERG5MJPRCG2BdefqPHnyJNauXYvnnnsOgYGBVm2brIc9O4lclP7GDdz+9LO/Cp0AlP7+iPi/z+DGYqdN6PV6LF++HD179uTcZUREJDsFBQX49ddfMXDgQM5dRkREZRImEwo1uTCZjDa/VlGeBtacuDEnNxfr1q3DsGHD0KhRI+s1TFbHYieRizIVFABCACoVoFAA7u6oM+sr+HClVJsoLi6Gu7s7XnnlFXTo0EHqcMiB7d69GwMHDkRERMl8QKtWrbLYL4TA+++/j/DwcHh5eaF3795ISUmRJlgioj8VFxfDx8cH48ePR2ysbVfVJSIi56TXabHuq0+x7P23sXLmhyjK09jsWkaDHrqiQqu1p9VqERgQgPHjx3OEnhNgsZPIRXk0bAi/J5+E0tMTSm9vBP/tFfh07Ch1WLJ04cIFzJo1C/n5+fDz85M6HHJwBQUFaNmyJWbPnl3m/k8//RSzZs3C3Llz8ccff8DHxwd9+/ZFcXGxnSMlIipx4sQJzJ49GzqdjnmOiIjKtTPhe1xMPISCnGzk3LyBlEP7bXatorw8q/XqPHbyFH5etRomk4l5zklwzk4iV2U0wuuRR+AWEoLAIYPhHhoqdUSydO7cOaxYsQIDBw6Er6+v1OGQE+jfvz/69+9f5j4hBL788ku89957GDRoEABg4cKFCA0NxapVqzB8+HB7hkpEhOTkZGzYsAHPP/88F2kgIqJy3bl+FanJRyBMJhh0OhQXFsDL198m1zLo9dAVFVmlraTjx3HkaDKe7t8PSiX7CzoLFjuJXFTm3G+hWbcOAFB06BAif/geCv7jbVUZGRlYsWIFhgwZgqZNm0odDslAamoq0tPT0bt3b/O2gIAAdOzYEQcOHCi32KnVaqHVas3vNRrbDRkiIteRmpqKjRs3YsSIEYiOjpY6HCIicmRCwM1DDU9fXxi0WoTVb4iGHTrb5FKFuTlWaSfl4iUkJh/D4AFPIiQ42Cptkn2w2EnkogqTEmHUaKDw8ID+xg2YCguhYs9DqzEajQgJCcG4ceMQyl6zZCXp6ekAUOpnKjQ01LyvLDNmzMAHH3xg09iIyLUYjUbUq1cPL730EmrVqiV1OERE5OBq1qmLhu07IfXoEQRF1MHjL70OhUJh9evoigph0Okeqg0hBEwmE6Lr1UVwzZqoERhgpejIXtiNi8gF6a9fh+7iJRg1GhgyM+FeN9JhC53CaPtV+qzt6NGjmDdvHoDSRSkiKUyePBm5ubnm19WrV6UOiYic2L59+7Bs2TIolUoWOomIqFL2/bwYFw4fhMlkQtNHe8Hb3/oFRCEECh9yBJMQAvv+OITf9+yFm5sbC51OisVOIhekvXQJSi8vuNWqBbeaNeHdsZPUIZXLZKW5VuzlyJEj2LRpE3r37m2TbyrJtYWFhQEomSLhXhkZGeZ9ZVGr1fD397d4ERFVx65du7Bv3z706tVL6lCIiMhJ6LXFOLd/NwBAmEw4tXObTa5TnJ8H00N0lhFCYPf+A0i5dAntW7eyXmBkdxzGTuSCPJs3h6pGDSA7Gwp3N/h2dsxipxDCqYbXnzhxAtu2bcPIkSNRt25dqcMhGYqOjkZYWBi2b9+OVq1aASiZf/OPP/7Aa6+9Jm1wRCR7Bw8exOHDhxEXF8eRC0RE9EAphw5gz9IFKNLkAhBQ+/hBqVTCP9j6owJMRiOK8/Meqo0Dh4/g8tWreHbgU/DnqutOjcVOIhfkFhSEOt98jaITJ6CuXx8eDlqYE4WFgBBSh1EpQgg0aNAAcXFxCA8PlzoccmL5+fm4cOGC+X1qaiqSk5MRFBSEunXrYtKkSfj4448RExOD6OhoTJkyBRERERg8eLB0QRORrIk/c3HTpk3RsGFDBHORBiIieoDTe3Zgy9yvYDQYAADuHmr41glCvdhWaPPkIKtfr1CTW+1HRyEEFAoFmsQ0RGyzpvBzks42VD4WO4lclFvNmvDr0UPqMCpkKiyUOoQHEkJg9+7d0Gq16NOnD7y9vaUOiZzckSNH0LNnT/P7N998EwAQFxeHhIQEvP322ygoKMArr7yCnJwcdOvWDZs2bYKnp6dUIRORjAkhsHHjRgQGBqJLly5Sh0NERE4gNfkINs/9CqY/C50AYDIZEdOhM9oOGGz16+mLi6Gr5vRnRpMJW3fuRFRkJJrExFg5MpIK5+wkIockhHD4+TqFEPj9999x+PBh85BioofVo0cPCCFKvRISEgAACoUCH374IdLT01FcXIxt27ahUaNG0gZNRLIkhMDatWuRkpKCZs2aSR0OERE5iUOrV0CYTBbbakXVR2yvPla/VsmiRDnVOtdoNGLT9u3Iys5B3Tp1rBsYSYo9O4nIIYniYgijEY68xM+OHTtw7NgxxMfHc0gfERHJztq1a5GWloaxY8dyYTMiIqo03xpBUCpVMEEBQKBN/6fRY8xLNrlWcX4ejIaqL0okhMDG7dtRUFCIIQOehBdHSckKi51E5JCcYQh7/fr10apVKwQFBUkdChERkdU1bdoUPXv2hB8XaSAioiqI6dgFt9MuQ68tRrPuPdF56AibXMdo0Fd7UaKSOTpjEBkRAbVabeXISGocxk5EDslRi51CCKxfvx4XLlxAVFQUC51ERCQrRqMRK1euxLVr1xATE8NCJxERVUlG6kXsXbYIJqMBKjc3RLVqC6VSZZNrFeTkVHlRIp1ejw3btiErJwcNo6NZ6JQpFjuJXNT9c6g4EpNWC3HPZNaOwmQyYfXq1UhNTUVISIjU4RAREVmVwWDA8uXLcfv2bdSsWVPqcIiIyAll37iGeyuQWTeu2uQ62sICGHS6qp2j02HNxo3QanXw8/GxSVzkGFjsJHIxRceOIXXoMKQOGgzNxo1Sh1MmR+zVaTKZsHLlSty4cQNxcXGcu4yIiGTFYDBg2bJlKCoqwpgxY+Dl5SV1SERE5IQiGjeFQqGAXlsMDy8v1HukldWvYTIaUajJrdI5Wq0WqzZshLu7Bwb27QN3d3erx0WOg3N2ErmYzO+/hymvZF6TzP/3/+DXpw8UKtsMK6guU4HjFTsVCgVq166Nfv36wYffAhIRkcyoVCpER0ejXbt2HNJHRETVdmTtShiNBgAK1GnaHP61rD8irjA3B8JUtfHrbm5uaBBVD61jY6FysOdfsj727CRyMUqPvx5gFB5qQOFY650LnQ5CX7XhCLZkMBiwfv165Ofno1OnTix0EhGRrBQXF2Pt2rXQarXo2rUrC51ERFRtGZcu4MLhA4AQcFerkX4xxerX0BYWQldcXOnjCwsLsWPvXggh0K5VKxY6XQSLnUQuptakiVA3aQyPqCiE/nsyFErH+mfAkYaw6/V6LF26FOnp6RzmQEREslNUVIRFixZBo9Hw4Y+IiB7K9bOnseHr/4O2sBD52VkwGY0Ia9jYqtcwGY0oqsLw9fyCAqxYtx56vR5KB3vuJdviMHYiFyKMRmQtXATt2XNwrxsJj+hoqUMqxVGKnTqdDkuWLAEAjBo1ij1diIis7M6NfBzdfAVKNwXaPRkF/5qcI9KeCgsLsWjRIgQEBOC5556DmxsfC4iIqHoKNblY99VM5GfdgUKphNrbB406d0PXYaOsep2C3GyYKrnQriYvDyvXb0CdiHD07NaNxU4Xw0+byIUUJiZCs2kTjLm50KWmInflKqlDsiAMBpi0WqnDAFCyIFFoaChGjhzJQicRkQ3sWXYeGZc1uHkhF/tXXJQ6HJdjNBoRFRWFoUOHstBJREQPZeUn05CfdQcAIEwmGA16tOk3ECor5hdtYQH0xZV/VjSZTGjUoAF6de/OQqcL4idO5ELyNm+BMScHxrw8GG5nQuHpWEU8R+jVWVRUhN27d0OtVqN///4cvk5EZCPFhQbz/2sL9RJG4lo0Gg32798PX19f9O3bl8PXiYjooRRqcpFx+ZLFtpp1IuEbVNNq1zAaDJVefT07JxcnTp9BYEAAOrdvB4WV1qhQuangW6OG1doj25JdsdNoNGLKlCmIjo6Gl5cXGjRogI8++ghCVG2lLiI5MuZpoAoIgMLdHQoPD/j26CF1SBakLnYWFBRg4cKFuHnzZqWHRxARUfW0fqIuFApAqVKgVe+6UofjEnJycpCQkIDMzEypQyEiIpm4cvIY1J5/TUXj5uGBPn+baNVrFORkV2r19TtZ2fht3Trk5edb7doKpQJe/v7wrxUKDy9vq7VLtiW7MSszZ87EnDlzsGDBAjRv3hxHjhzB2LFjERAQgDfeeEPq8Igk5dfrcRSfOAmVnx+8WrWCe0SE1CGZCaMRpqIiya6fn5+PhQsXIiQkBEOGDGFPFyIiGwurH4C+rzyCgGAvuHnw31xby8rKwsKFCxETE4Mnn3ySPVOIiMgqAkJC4eUfAHdPLwiTEX1fm4RadaOs1n5Rfh4MOt0Dj7t95w5WbdiIFs2aoUOb1la5ttrbG15+/lDy2dDp2LzYaTKZsGvXLuzZswdpaWkoLCxErVq10Lp1a/Tu3RuRkZFWvd7+/fsxaNAgDBgwAAAQFRWFpUuX4tChQ1a9DpEz8u/XF+qGDWDMyYFXy5YO9aAjZaETKOntEhkZiQEDBnBOF6oSe+c5Ijk4vuMqTuy8DqCkh2ezbo7z5Ztc3blzB82aNcMTTzzhUPmf5IG5kMh1hTdsjMdGv4irp08iIqYxolq2sVrbBp0OxXmaSh17JysLrWNj0a5Vy4e+rpuHO7z9A+Hm4fHQbZE0bPZEX1RUhI8//hiRkZF48sknsXHjRuTk5EClUuHChQuYOnUqoqOj8eSTT+LgwYNWu26XLl2wfft2nD9/HgBw7Ngx7N27F/379y/3HK1WC41GY/EikiOh18NUWAj32rWhcLC5KE0FBZJcNycnB+fPn0edOnUwcOBAFjqp0qTKc0RycGb/TfP/nz1ws4Ij6WHdunULly9fRkxMDPr06cNCJ1kVcyERAUCDth3RY/Q4NOrUzWptCpMJBTlZeNCMhDczMnArMxNNYmIeutCpVKngE1gD/sEhLHQ6OZv17GzUqBE6d+6M77//Hk888USZi3ykpaVhyZIlGD58OP7zn//g5Zdffujrvvvuu9BoNGjSpAlUKhWMRiOmT5+OkSNHlnvOjBkz8MEHHzz0tYkcmTAYcGPyv1F88iTgpkLYlPfh07GD1GEBKElkQoKenXeH9DVp0gSNGjWy+/XJuUmV54jkwC/IE9npJfM0+9X0lDga+UpPT8eiRYvQqVMnREVFSR0OyRBzIRHZSqEmF0aDscJjrt+8ibWbt6B7p44ICQ6u9rUUCkDt4wsvXz8o2PlFFhTCRiv3nDlzBk2bNq3UsXq9HleuXEGDBg0e+rrLli3DW2+9hc8++wzNmzdHcnIyJk2ahM8//xxxcXFlnqPVaqHVas3vNRoNIiMjkZubC39//4eOicgRaC+l4trrr5vf+3TrhrD3/iNhRH8x5hfAcPtWmfuU3t5wDw21+jUzMzOxcOFCNG/enD1dqFqkynPWoNFoEBAQwDxHkinI0eL4zmtQKhVo0bMOvPzYe8Larl+/jp9++gldu3ZFt27W62lDdC9HzYXMc0T2YzTocWbPTui1xWjarSc8fX0fuk1tYSEKcrIrPObK9evYsHUbunfqhOZNGlf7Wu6eanj7B0LlJrslbVyazYqdUomMjMS7776L8ePHm7d9/PHH+Omnn3D27NlKtcHkSHJkzMvDlbEvwvTnynQ1Ro5E0OhREkdVQn/rVrnD2G1V7Ny7dy+0Wi169erFQie5HOY5IvnbvHkz/P390blzZ6lDIbI75jki+9m9JAEXDh0AANSsE4lB/3rvodozGvTQZN5+4OrrW3bsRN06tdEkJqZa11GqVPAOCIDHPSvJk3zYrXSdnZ2NH3/8EWfOnAEANG3aFC+++CKCgoKsep3CwsJSc+6pVCqYTCarXofI2aj8/BAx47/QbNwEt/AwBD7zjNQhAQCEEHYdwp6eng4vLy907doVAFjoJKuxV54jIqrI1atXUbNmTY5aIEkwFxK5nqunjqNQkwOVyg13rl2ByWis9urlQggUZGdXWOi8duMGQmvVwhM9Hqt2nvP05ZB1ubPLJ7t7925ER0dj1qxZyM7ORnZ2Nr7++mtER0dj9+7dVr3WwIEDMX36dKxfvx6XL1/GypUr8fnnn2PIkCFWvQ6RM1LHxKDWG39HjaFDoahmArI2UVQEYacvI65fv44FCxYgJSUFCoWCD4FkNfbMc0RE5bl48SIWLVqEtLQ05jiyO+ZCIteTeTUNmVcuQ1tYiKL8PPgGBVe70AkAhbk5MOj15e4/f/Ei1m7egluZmdXKc24e7vCvFQJv/wAWOmXOLsPYY2Nj0blzZ8yZMweqP3/wjUYjXn/9dezfvx8nTpyw2rXy8vIwZcoUrFy5Erdu3UJERARGjBiB999/Hx6VXE2Lwx6I7MeQmQljXl65+601jP3q1atYvHgxevTogU6dOj10e0T3smeeswbmOSL5OX/+PH799Vc89dRTaNGihdThkAtypFzIPEdkH798/B6unEgGACiUSrTuNxA946q3CJmuqBD52eXP03k2JQU79+5Dv96PIyoyskptK5QKePn6W2U+UXIOdil2enl5ITk5GY0bW04ae+7cObRq1QpFEqzCXBEmRyL70V29CmEwlLvfGsVOIQR++uknNG3aFO3atXuotojKwjxHRFIymUz44Ycf0K1bNzRr1kzqcMhFOVIuZJ4jsr0iTS7mvjoGJmPJiukKhRJD3nkf0a2r/rz1oHk69QYDlq9chce6dEZk7dpVattdrYZ3ABcgcjV26bfbpk0b87wt9zpz5gxatmxpjxCIXJ4wmZDz20rc+uJLFB0/LnU4AABTUVGFhU5rSE9PhxACI0eOZKGTSPBJdQAAdwdJREFUbIZ5joikcvPmTSgUCrz00kssdJKkmAuJXMumOV+ZC50A4B8SWq1CpzCZkJ+VVW6h81ZmJtzd3PDCs89UqdCpUCrgExgIv5rBLHS6ILt84m+88QYmTpyICxcumIePHjx4ELNnz8Ynn3yC4/cUXjjshsg2cteswZ3vvgMA5O/Ygcjvv4d7aIikMRlzc23a/t0hfaNGjULdunVtei1ybcxzRCSFY8eOYf369XjllVcQHBwsdTjk4pgLiVzL7bRLgEIB/DlYuHXfp6rVTkFuDozldIA5euIEDiUdxaihz8HH27vSbbp7quETUOOh5g8l52aXYez3r45eKgiFAkIIKBQKGO/5ZkAqHPZAcnR71ixoNmw0v4/4dCa8JPxF06TVQn/jxgOPq+4w9jNnzmDlypUYNGgQmjdvXp0QiSqNeY6I7C0pKQmbN2/G888/j/r160sdDpFD5ULmOSLbOv/HPmz9/hsU/7n2gk+NIIz59Gt4+wdUqZ3i/HwUasruAHMkORlHj5/AoP79EVKrcl/oKZQKePsHQl2FwijJk116dqamptrjMkRUAd/HH0fe7zsgiouhjmkIdaNGksZjzLFdr87i4mJs2LABzz77bKl5o4hsgXmOiOxJo9Fg+/bteOGFF1CvXj2pwyECwFxI5Epup12G2ssbKpUbhEmg72sTq1zo1Ou0KMor+5kwMysLx06ewuABT6JWzZqVas9drYZPIHtzUgm79Ox0NvwmkOTKcPs29OkZUDeKgVKtliwOodNBd/16pY6tas/O3NxcBAQEQKvVQi3hPRI5MuY5IufFPEeu4Pr163jnnXewceNGFBYWomHDhpg/f36l519nniOyrR0Lv0fy5vWAAALDwjFy+v/g4VX53pQmoxGa27dgMpkstgshkF9QAD9fX+h0Onh4eDywLYUC8PIPgKcPV1qnv9hsgaKDBw9W+tjCwkKcOnXKVqEQ0Z/catWCV+wjkhY6AdvN1ZmUlIS5c+eiqKiID4Bkc8xzRGRve/bswY8//giDwcA8Rw7BFrkwOzsbXbt2hbu7OzZu3IjTp0/jf//7H2rUqPEwoRKRFV07dRK+NWrCOyAAHl7eVSp0CiGQn32nzELnnoMHsXbzZgghKlXodPNwh3+tEBY6qRSbFTtHjx6Nvn374pdffkFBQUGZx5w+fRr//ve/0aBBAyQmJtoqFCJyIEKvh6mcfxMexqFDh7BlyxYMHz4cXl5eVm+f6H7Mc0RkL0II7NixAwcPHsQLL7wAN64qSw7CFrlw5syZiIyMxPz589GhQwdER0ejT58+aNCggbXDJ6Jq8g0KgslohMrNDYGhYVU6tzA3Bwad3mKbEAI79+3DpctpGPBEHygUige24+nrC7+ataByc6/S9ck12Ow3pdOnT2POnDl477338MILL6BRo0aIiIiAp6cnsrOzcfbsWeTn52PIkCHYsmULYmNjbRUKETkQo0YDa8+ece3aNezYsQOjRo1CnTp1rNo2UXmY54jIXs6fP4+kpCTEx8ejVq1aUodDZGaLXLhmzRr07dsXQ4cOxa5du1C7dm28/vrrePnll8s9R6vVQqvVmt9rNBqr3B8RlaYtLETu7dvQFubDzd0Dj/R8otLnFufnQ1tYWGr7qXPncPX6DTw78Cn4+VbcS1OpUsGnRg24e3CEA5XPLnN2HjlyBHv37kVaWhqKiooQHByM1q1bo2fPnggKCrL15auMc7wQ2YYwGKC/dq1Kxc4HzdlZXFwMtVqNvLw8/n0lyTDPEZEtCCHMc3Pm5+fDz89P6pCIymWtXOjp6QkAePPNNzF06FAcPnwYEydOxNy5cxEXF1fmOdOmTcMHH3xQajvzHJH1LZo8CbcuXQAAqNzd0XHI8+j87PAHnqfXFiPvzh2LbSaTCQajESqVClqtFt4PGKHn4eUFn4BAKJQ2G6RMMsEFisrAh0CSI2NREfK3bYNbWDh82lducndrM2Rnw5iTU6Vzyit2CiGwc+dOXLx4EePGjavUUAciKsE8R+T4hBBYv3498vLyMGLECKnDIbIbDw8PtGvXDvv37zdve+ONN3D48GEcOHCgzHPK6tkZGRnJPEdkZeu+molz+/dYbOsZ9wraPPl0hecZDQbkZd62mKfTaDRi844d8FSr0at79wrPVygA74BAqL19qh88uRS7TfhjNBqxbNky7N69G1lZWQgKCsKjjz6K559/nvMOEdmYMS8PlwYPhiHjFhRubgh+9VUEv/o3u8YgTCaYrDSkSAiBbdu24fjx4xgzZgwLneQQmOeIyFpMJhPWrl2LK1euYMyYMVKHQ1Rp1siF4eHhaNasmcW2pk2bYsWKFeWeo1aruWgXkY2lHDlYqtCpVKnQpNtjFZ4nTCbkZ90pVejcuG078gsK0PPJbhWe7+buDp8aNTg3J1WJ3Z6+xo0bh8jISLz88ssIDAxEdnY21qxZg5deegkJCQn2CoPIJeXv2QNDxi0AJUPJc9ets3ux05ibC3HfinvVdejQIZw8eRLx8fGoWbOmVdokeljMc0RkLTt37sS1a9cQHx/PoevkVKyRC7t27Ypz585ZbDt//jzq1atng4iJqDJMJiM2fvN5qe09xrwMb/+ACs/Nz8mC0WCw2LZz334UFhVh8IAn4VnBFxVqb294BwSycwtVmd2KnampqaUSXPv27fHYYxV/C0BED889LAwKDw8InQ4AoK5f367XF0LAlJdnlXaEEGjVqhUaN26MwMDAhw+OyEqY54joYRmNRiiVSnTo0AEdOnSA7wMWaSByNNbIhf/4xz/QpUsX/Pe//8WwYcNw6NAhfPfdd/juu++sHC0RVda6L2dCX2S5sFCLJ/qjdb+nKjyvUJMLffFfU0wY/5yfs33rVvBUq+Hh4VHmeQqlAj4BgfDw8n744Mkl2a3YGR4ejs8++wxPP/00atSogezsbKxevRrh4eH2CoHIZXm1aAG/vn1RdOgQPFu0QMTMT+x6fZNGA2E0Plwbfw7p8/b2xhNPPMGhSuRwmOeI6GEYDAb88ssvqFevHrp06SJ1OETVYo1c2L59e6xcuRKTJ0/Ghx9+iOjoaHz55ZcYOXKkDSMnovKc3LEVKX/st9jm6eePJ14aX+F52sICFOfnm9/rdDqs2bQZsc2aonHDhuWex2HrZA12W6CoqKgI8+bNw549e5CdnY2aNWuiW7duGDt2LLwesOKWvXHhBpKbjJmfQrNhAxRqNTzq1EHk999BoVLZ5dpCiJIV2O8bulBZSm9vqGrVwsqVK5Geno4xY8ZwSB85JOY5Isdn1Jugcne8FVz1ej2WL1+O4uJijBw50uH+zSCqLEfJhcxzRNaReysdi96dBG1BvsX2oVOmo+4jLcs9T68tRn7WHdytNmm1WqzetAlqDzUGPNG73Dl8OWydrIWrsZeByZHkRJuSgssvjISpqAgKlQpuoaGI/vUXqOz0s23My4MhM7Pa5yu9vbHh4EHcuHEDY8aMgY8PV+AjeljMc+SKjHoTjEYTPDwda8EwIQSWLl1qLnRy5ALRw2OeI7KOnz94F1dPn7TYVr9dRwx5a0q55xgNemgyb0OYSkpNJpMJv65ZC28vL/R7vFeZhU6utk7WJvlve4899hh27doldRhEslVw4AAUajVQVARhNMK9Th27FToBwJhb/RXY734X0759ewQGBsLbm3O2kPNhniNyDLpig8P16hRCQKFQoFu3bggLCyt37jIiZ8dcSOR8rp4+WarQ2e7pZ/HYyLHlnmMyGUt6dP5Z6BRCQKlUokuH9ggPDYWqjNGFKjcVfGrUhJs7h62T9dit2Pnhhx+W2iaEwKlTp+wVApFLUsfEQOXrC4W7OxRKBcLe+4/drm3ML4DQ66p1rt5gwKpdu9CuZUs0ad/eypERWZ+98pzRaMS0adPw008/IT09HREREYiPj8d7773HIT9EFdAVG+HlQMXO4uJiLFu2DL1790bdunWlDofIKvjMRyQfKYcs5+lUqFToPnxMuccLIZCfdQdGQ8laDQWFhdiwdRt6P/YY6kRElHmOu6caPoE1oFTaZ4o1ch12+43vk08+gdFoNK+mzNHzRPbh07kzQv/zHwSNfAG1v/zKriuxm3JzqnWeTq/HL7//Dq1OhzphYdYNishG7JXnZs6ciTlz5uCbb77BmTNnMHPmTHz66af4+uuvbXI9IjnQ64zmXiaOoLCwEAsXLoRarUYY8xzJCJ/5iOTD2y/A4n27p56BsoJ1HwpysmHQ6QEAefn5WLF2HWoEBiDAv+z1Fjx9feEXFMxCJ9mE3Xp2tmrVCkOGDEGrVq0stu/cudNeIRC5LN/u3eDbvZtdr2nML4BJV/VenUajET9v3w6lUolhvXtDzSF95CTslef279+PQYMGYcCAAQCAqKgoLF26FIcOHbLqdYjkRF9slDoEM61WiwULFqBmzZp49tlnyxzSR+Ss+MxHJA+azNvY9/Mi83uluzs6Dh5a7vGFmlzoiooAlPTo/G3dekTWro2e3bqWGnmkUCrgE1gDHp5cjI9sx27Fzn379pU5vG7Hjh32CoHIJWlTU3H7q1kQxcUIfvVv8Lrvl09bEELAmJ1VrXNVKhVaN2qE/9/efYc3Ve9/AH8naZvudNEBFMqmlFGggIAMAQFlCCoIVJZeHBQFUS/gvchVkYr+VBxccIKD5QUZLjaUIbtMKQXZAi10JZ1pm5zfH5XQNG1oac5JcvJ+PU+fa85Jcj7p1X6Sd76jeYMGcK9ilz4iRyRVn+vWrRs+//xznD17Fs2bN8fx48exZ88efPDBB1U+Rq/XQ6/Xm27rdPe+li6RsxEEASX6UnuXYeLh4YFu3bqhTZs2UCodZ1o9kS3wMx+RPKx/b67ZbaG0FEZj5V8cFuXnoSjvzm7tXp6e6NyhPVo2a2bx90Dl5gbfoCCo3Lg+J4lLsndYXEeMyD7S356HgoMHUXT6NNLmzZPkmoacHAilNftgWVhUhDU7diC3oAAxjRsz6CSnI1WfmzlzJkaNGoWWLVvC3d0d7du3x7Rp0xAfH1/lYxITE6HRaEw/kZGRktRK5AhK9AYIRntXAWi1WqxcuRJ6vR7t2rVj0EmyxM98RM4v7eJ53Lx03uyYlyYAXr6W09GLiwpRoNUCALKys/Hrlq0wGo2Ibt7c4u+Bh6cn/EPqMOgkSUiSJgwfPrzSxqdQKODp6YmmTZtizJgxaNGihRTlELkMQ24uCo8fh/HvKQVQKk07v4pFKC2F8e+GV135hYVYuWULgvz94a1Wi1QZkXik7HM//PADli1bhuXLlyMmJgbHjh3DtGnTULduXYwfP77Sx8yaNQvTp0833dbpdAw8yWWU6O0/hT07OxvffvstmjRpAjX7HMkUP/MRycNP//e2xbGJ7//X4lhpcTHy/57Nl5GZiXW//obW0dGVLs/i5ecHLz9/2xdLVAVJvlLWaDTYvn07kpOToVAooFAocPToUWzfvh2lpaVYtWoV2rVrh71790pRDpHLKLlxA0ofHyiUyrI3mi1biv6Ne2lWVo0Wo88rLMTyzZtRJzAQj/TsybXLyClJ2edeffVV0+jONm3aYOzYsXjppZeQmJhY5WPUajX8/f3NfohcgWAU7L5eZ1ZWFpYuXYoWLVpg0KBBHPlGssXPfETO7cqp4zi+dRN0GTfNjjdo3Q6eFUZ1GkpLkJeVCUEAbmVkYO0vv6Jd6xjcF9fRrM8plAr4BgUx6CTJSTKyMzw8HGPGjMGnn35qmrJjNBoxdepU+Pn5YeXKlXjuuecwY8YM7NmzR4qSiFyCR8OG8GzRAvpLlwClEoFPPinq9YwFBTDm59foMR5ubmjTpAk6t2rFKX3ktKTscwUFBRb/rahUKhiNDjBPl8jBOMKoTk9PT3Tt2hVdunRh0Emyxs98RM7r9/8tR/JvG6DPzzM7rnRzw4jZ5iM9jUYD8rIyTe89PT090bVTHFpHR5vdT+Wmgk9gMNzcOW2dpKcQajIE6x7VqVMHe/fuRfPmzc2Onz17Ft26dUNGRgZOnjyJHj16ICcnR+xy7kqn00Gj0UCr1XL0Czk9Y34+Co4eg3tEONRNmoh2HcFoRMm1a9VeqzMnNxeHUlLQNy7Oasip9PaGe1iYrcokEoWUfW7ChAnYunUrPvvsM8TExODo0aN45pln8NRTT2H+/PnVeg72OXIVedlFKC2+80WAt8YDHp7SrAmdnp6OkydPom/fvgw5ySU40mc+9jmimvkwfhiMlXyOi4xpi5Gv39n3QTAakZuVgdLiEly7kYYb6WmIq2QDXDcPD/gGBUGp5Kw9sg9JhlGVlpbizJkzFsfPnDkDg6HsG3dPT0++ESQSgdLHB773dxc16AQAQ1ZWtYPOLJ0OyzZtMk1xInJ2Uva5Tz75BI8//jgmT56M6OhovPLKK3j22Wfx1ltv1fq5ieTEaDCaBZ1Sun79Or755huo1Wr2OXIZ/MxH5JxO7NxSadAJhRL9/jHZdFMQBORlZ6G0uARXr13HT5s2wdPT0+Jham9v+AWHMOgku5Lkq+2xY8fi6aefxmuvvYZOnToBAA4dOoR58+Zh3LhxAICkpCTExMRIUQ4R2ZixsBCG3Nxq3TcjJwcrtmxBm8aN0atDB77hJVmQss/5+flhwYIFWLBgQa2fi0jOiu20Vudff/2F77//Hr169ULXrl3tUgORPfAzH5Hz+fPIAWxZ9JHZMQ8vb7Qb+DA6DX7MbAf2Am0OSvR6XL76F37buhW9undHdPNmZo/19tfA09dXktqJrJFkGrvBYMA777yDTz/9FOnp6QCAsLAwvPDCC5gxYwZUKhWuXLkCpVKJ+vXri13OXXHaA8lJzrp10KeehW/PHvAR4UOXYDSi5Pp1CCUl1bp/WmYmLl6/jvtat65W0Mlp7OQM2OeIHE9uVhEMJeYjO6WYxn7hwgVkZmaawh4iV+FIvZB9jsg6fUEBlkx/HvnZmRbnOg97HD1GTzA7VqDToiivbD3PcxcuQBAENC83c1ChVMA3IAjulYz0JLIHScLO8nQ6HQA4dNNhcyS50G3ajFsfflh2Q6VC/U8+gbpxI5teozQzE4a//7u2Ji0zE5laLWIaN67R8zPsJGfDPkdkf4ZSI3IziyyOixl2Xrx4ESUlJRbrFRK5Inv3QvY5Iuu+fHEStOk3Kj333Offw0cTYLpdlJeHAp0Wf168CB9vb0RU+GymclPBNygYKjduRESOQ9Ktj2/duoUTJ07gxIkTyMjIkPLSRC6p5Nq1OzcMBpTcuG7T5zcWFlYr6Lx26xZWbNmC/CLLD55EcsI+R+QYSiSewv7nn39ixYoVKCwslPS6RI6IvZDI8VUVdI54PdEs6NQXFKBAp0Xqn39i684kFOn1Zvd38/CAX0gdBp3kcCQJO/Pz8/HUU08hIiICPXv2RM+ePREREYGnn34aBQUFUpRA5JL8+jwApV/ZOiseDRvCu5Kd8u6VIAgozbSc9lDR1fR0rNq6FT1jY9G5VSubXZ/IkbDPETmW4qLqbZhnC6mpqfjhhx8wdOhQtGvXTrLrEjka9kIi53B86yaLYzG9+mHKklVoENPGdKykqAgF2mycTj2LHbv34OEH+6FRgwam8x5eXtyIiByWJGHn9OnTkZSUhJ9++gk5OTnIycnB+vXrkZSUhJdfflmKEohckkdUFBp8+QXqfbQA9T5aAKWPj82e25CdXa11Om9kZqJPx47o2LKlza5N5GjY54gcR2mJAUaDdKs0/fXXXxg+fDhat24t2TWJHBF7IZFz2L38a7Pbnr5+GDh5GtTedz4rlhTrkZedCaNRwM1btzB4QH80KLfWrpefH3wDg7jZLDksSdbsDAkJwerVq9G7d2+z4zt27MDIkSNx69YtsUuoEa7xQmSdsagIJTcqn/pw28Xr1xHg64vAWv43xDU7yRmwzxE5jsLcYugLKh/Zacs1O1NSUlC/fn34+fnd/c5ELsCReiH7HFHl/jqXilX/Nv/yoePgR9F77FOm26UlJcjNvIUzZ88hqkEDqD08TOcUCsBbEwi1t7dkNRPdC0lGdhYUFCCskrAiNDSUUxqInIwgCCjNsD59/eyVK/hx507czMmp1bWU3t5wCwys1XMQSYF9jshxSDGF/ejRo1i7di0yq7GcC5GrYC8kcmyFeTqLoBOAWdBpKC1FXmYGDh89hqS9v0OXm2s6p1Qq4RscwqCTnIIkYWfXrl0xZ84cFJXbnKSwsBBvvPEGunbtKkUJRGQjZdPXi6s8f+bSJfy0Zw8G338/WpRb06UmFO4ecA8Lg3tYGBTlvkkkclTsc0SOoaTYAMEo7jUOHz6MjRs3YsyYMYiKihL3YkROhL2QyLGteH2GxTF1uWXOjAYDcjNvYf/hw0g+fgLDBz2MOsHBAMp2XPcLCYG7h1qyeolqwzbzeO7io48+woABA1C/fn3Twu3Hjx+Hp6cnNm2yXByXiByTUa+HQaut8rwgCDh54QIe6dkTTcut6VJdCqUSqoAAKP39uf4LORX2OSLHUFwo7qhOg8GAP/74A/Hx8Whwj1/oEckVeyGR4yrQapF97arF8bHvfgoAMBoNyM3MQGFhEa789RceHTwIwUFBAAA3D3f4BgVzIyJyKpKs2QmUTWtYtmwZzpw5AwCIjo5GfHw8vLy8pLh8jXCNFyJLgiCg5Nr1Kkd1Xrx+HQ3Cw6FUKO4pqFT5+UEVGAiFik2UnBP7HJF9CYIA7a1CwMo729qs2Xnu3Dk0bdoUAPiFHFEVHKUXss8R3aG9mY4f3voXdDfTzI5P+OAzBNerB8FohC7zFv48fwFRkZEA7vQ5Dy8v+AQEsu+R05Es7HQmbI4kF3l79+Lmu+9B4eaG8Dmvw6tt23t+rtKMDBjKrdlSXnJqKnYmJ+PJgQMRWsM1NpWenlAFB0PJ6epEkmGfIzkqLipFgbbqZVaAews7BUHArl27cODAATzzzDMICAioRZVEJAX2OaIyq+fNweXjRyxPKFV4ecV6CIKA3MwMbN2xA5euXMWo4cPg6ekJAPD09YW3v0biiolsQ7Rp7Bs2bKj2fYcOHSpWGUQuy5CXh2vTX4YxPx8AcO2l6Wi6bes9Pld+lUHnodOnsef4cYzs27dGQadCpYIqKAgqX997qonI3tjniBxLSZHB5s8pCAK2b9+Oo0ePYsKECQw6iSpgLyRyXD/M/Reunjxe6bne4ydBEAToMm9h89bt+Ov6dTw6eJAp6PTWaODpw89p5LxECzuHDRtWrfspFAoYDLZ/c0rk6gwZGRCK74xwMeTlQTAaoVDWbF8yoaQEhsyMSs8VFBUhOTUVox58EBEhIdV+TpWvL1RBQZyyTk6NfY7IcRiNAkr0tv/vLDs7G6dPn8aECRMQUoM+R+Qq2AuJHNPv/1tWZdDp4e2LjgMHIy87C9evXUfazZt4bMhg+Pr4QKEAfAKD4OHpeMswEdWEaGGn0SjyVphEZJV7ZCTUTZui6PRpQKFA4Kgnah50CgJKb92CUOG/Z0EQkJ6VhfDgYEx65BEoq/m8Cnd3uAUHQ+mAaxgS1RT7HJHjsHXQKQgC0tPTER4ejoSEhGr3OSJXw15I5HjydTrsW73C8oRCgX7/mIx2/R6CLjMDaTduIKxOHYx+dDiUSiWUSiV8g4LhxuXFSAb4zo1IpopOp8CQnw9VnTpwj4xEwOOP1/g5DFlZMOr1ZscEQcCuo0exevt26EtKqvUBUKFQQBUQAPd69Rh0EhGRzdlyF3aj0YiffvoJa9asgcFgYNBJREROQzAasXjSmErPvbzyp7KgMysT63/6GTv37IUgCFAqlVC5qeAXEsKgk2RD8ndvmzdvRmFhodSXJXI5RadOQmE0QuXpCYUgoCglpUaPN+Tlw6DTmR0TBAHbDx/GyfPnMbp/f6jd3e/6PEq1Gm5168ItkLv4kWtgnyOSltFghKHENqPLjEYj1q9fjytXrmDs2LFQcbkVonvCXkgkvXNH9uOD0ZWvjfvUJ18AAHKzs/DjuvXIy8/H4P4PQqFQwM3DHX4hdaByu/tnOyJnIXnY+dBDD+Hq1atSX5bI5aijo2HIzUVpdjbgpoJXTEy1HysUF1e6TueV9HSkXrmC+IEDEayxvjOfQqmEW1AQ3OvW5U7r5FLY54ikVWzDjYn++OMP3LhxAxMmTOAOzkS1wF5IJK1bVy9jw7tzKz3XZ9IUBIZGoCgvD4cOHoJer8ewQQ/D09MT7p5q+AWFQKnkl3skL6Kt2VkVQRCkviSRS8pZtQrGwkJAEAA3d7iFh1frcYLRiJKb5ut0Go1G5BcVoWF4OJ4eOvSuIzqVnp5wCwmBohojP4nkhn2OSFrFRbWfwl5aWoqioiK0bt0azZs3h1qttkFlRK6LvZBIOhdPncCPb71W6Tkv/wC07zcQuTnZyM3KQtuYVohp2QLu7u5Qe3vDWxPA2XckS7JchOjatWt48sknERwcDC8vL7Rp0waHDx+2d1lEkhFKSpC7eTOEoiIIxcUovX4dxoKCaj229FYGhJI7u7gbjUb88vvv+HnPHgCwGnQqFIqy0ZwREQw6iYhIdIYSI4yltQtVSktL8cMPP2DTpk1QKBQMOomIyGlcO5daZdDZsH0cJn/xPbTZ2Vi+YiUOHT0GpVIJd3d3ePr6wieAy4yRfEk+slNs2dnZ6N69Ox544AH89ttvqFOnDs6dO4fAwEB7l0YkmYKjR2Es+HtUJwCltzdUfn53fZwhJwfGgvw7t41G/LR7NzJycjCqf3+rj1V6eEBVpw6nrBMRkWSK9bUb1VlcXIxVq1ahuLgYjz76qI2qIiIiEt+vn/4fUnbvrPTchAVfIDgiAtqsTCxfsRJeXl7o2ikOAOCt0cDTx1e6QonsQHZh5/z58xEZGYklS5aYjjVq1MiOFRFJ7+b7H5iCTgDw7tbtro8xFhSUre9Zzv5Tp5Cl02HMgAHw9vSs8rEqf3+ogoL4zSAREUmqpJbrdW7duhUGgwFPPvkkR3QSEZHTKCkqrDLofPiFVxAcEYGSoiL8/PMv8PXxwcC+feDmpoJPYBA8PL0krZXIHmQXdm7YsAEDBgzAiBEjkJSUhHr16mHy5MmYNGlSlY/R6/XQ6/Wm27oKO1ATOZPi69dRdPy42THNQwOtPkYoLkbprVum26WGsg+PnVu1QocWLeBVxQdAhUoFt5AQKL29a1k1ERFRzRQXlsJouLcp7Hq9Hu7u7njggQfg5uYGdy69QkRETmT9gvmVHn/y/YUIq98QuVotSvJz0atbV6g9PeHmpoJvUDDcPfjFHrkG2a3ZeeHCBSxatAjNmjXDpk2b8Pzzz+PFF1/EN998U+VjEhMTodFoTD+RkZESVkxkW7kbN5ofcHeHz/33V3n/ihsSFZeUYPX27fj9xAm4u7lVGXQqvb3hXq8eg04iIpKcIAgozCu5p8cWFhbi22+/xaFDh+Dl5cWgk4iInM7lo5Z7ksS/swBh9RsiKzMDXy9ZgnPnL8Lb2xvu7u7wC67DoJNciuzCTqPRiA4dOmDevHlo3749nnnmGUyaNAmLFy+u8jGzZs2CVqs1/Vy9elXCiolsSxEUBKhUptuB8WOsTi8vvXXLtCGRvqQE/9u+HUajEfe1bl3589/ehCgsDIpy1yEiIpKKvqAUgrHmozoLCvLxzTffwN/fH3FxcSJURkREJK6vpj1rcUzt54/wRk2ReesWvvn2W9QND0eTRlFQubnBLzgEbvxij1yM5NPYFy1ahPDwcNGePyIiAq1atTI7Fh0djTVr1lT5GLVazXWaSBYMeXm4+fY84O9p6PD0REjClCrvX5qVZbZL+0+7d0OlVOKxBx6Au5vlnweFuwfcQrkJEZE1Yvc5IldnNAooyq/5qE5BELB69Q8ICQnB8OHDoeIXdkSiYS8kEk/OjWsWx0a9+S70hYX4ftn3aFg/Er26dYW72gO+QcFQKtnvyPVIHnY++6zltxC21L17d6SmppodO3v2LBo2bCjqdYkcgXb9Bgi5uXcOGAwQdFrAz3K3PUNuLgxabdk/G41QKZXoExcHfx8fuFXyAVDl5wdVcDA3ISK6C7H7HJGr0+eXADUc1GkwGKBSqfDwQ4MRUS8MSqXsJjcRORT2QiJxvP/EYItjnv7+8AsKQWFONh7q1w/BgYHw8PSEb2AQFOx35KJk92/+Sy+9hP3792PevHn4888/sXz5cnz++edISEiwd2lEosv8/HOz226hoXCLiLC4n7GoCIbMTABAQVERvvnlF1y8fh1B/v4WQadCoYBbnTpwCwlh0ElERHZlMBihLyit0WN0Oi2+/2EJ0m+loU6dOgw6iYjI6RTotJUGnQDw6Bvv4b///S+yc7QICQqC2tsbvkHBDDrJpcnu3/5OnTph7dq1WLFiBVq3bo233noLCxYsQHx8vL1LIxJVwcmTKE1PNzvW4OuvLJqcUFKC0ps3IQgC8goKsHzTJgRrNGhQyVQjhbsH3OvWhcrXcmQoERGR1IpquClRjjYbqzesRIP6UQgNCROpKiIiInEtmlR5nuEXVhfffvcdops3h8bfD54+PmUjOjlIhVyc5NPYpTB48GAMHlz5tx5EcpX11ddmtxVeXlBXWL5BMBhQkn6z7H9LS7F882bUDQnBw926WYx0Ufr4lI3m5DeCRETkAEpLDCgpMlT7/oWFBVi9fiWaN22JHl1784MfERE5pf8+O67Kc1l1G6Nj27bo2K4dvPz84OXnL2FlRI5LlmEnkSsqvvaX2e3AceZNURCEshGdJcUQBAHubm54sHNnREVEmH0AVCgUUAUGQqXRSFI3ERFRddRkVKcgCPD09MKDDwxEg/pRDDqJiMgp5efpUJiTVem5iQs+x5WrV9Ggfn14azTw9OFsPKLbOGSLSAaEkhLoU8/eOaBUos7k583uY8jIgLGoCNk6Hb797TfkFRSgUd265kGnSgW38HAGnURE5FBK9AaUFhurdd+bGen4Ye0ylJSUoGFkIwadRETktBY/PabS45q+Q2EwGNAwsj58AwMZdBJVINrIzo8//rja933xxRfFKoPIJZTcygBK7ox4UajVULi7m26XZmfDkJeHTK0WKzZvRnSjRvDx8jJ7DqVaDbfQUCjcOOCbqDrY54ikIQgCCnOLq3XftPQbWPfrasTFdoaHh4fIlREReyGReLYt/azS4/q2XdGyWTO4uangGxgEd7WnxJUROT6FIAiCGE/cqFEjs9u3bt1CQUEBAgICAAA5OTnw9vZGaGgoLly4IEYJ90yn00Gj0UCr1cLfn2tekOPLWr4C6W++abrt3a0bGn79FQDAkJuL0owMZOl0+H7jRrRr1gw9Y2PNRrqo/PygCg7m6BeiGmCfI7o3hXnFOLr5CkpLjGjbuz4Cwryt3r8ov6RaU9jTb6Xhx59W4b64+9G+bcdK7+Ot8YCHJ7/UI7IVR+2F7HMkB5Xtvq73DcAD4ychunlz+AYFw41f7BFVSrRp7BcvXjT9vP3224iNjUVKSgqysrKQlZWFlJQUdOjQAW+99ZZYJRC5jNzt281ue7ZuDQAwFhTAkJkJAPD38UGfuDj0at/eFGoqFAq4BQeXbUTEoJOoRtjniO7Nvh/P4+LxDFw9nYWdy85Yva+h1FjttToD/APRr9fAKoNOIrI99kIicVQWdALAgH8kILpFC/iFhDDoJLJCtJGd5TVp0gSrV69G+/btzY4fOXIEjz/+OC5evCh2CTXCbwLJmQiCgNROnSHk5ZUdUCrRYOlSeLVri9K0NFy7eROHT5/GkB49LNfnDA2F0pPTHohqi32OqPp++uQYdBlFAACFAhj1ehcolZV/4ZaXXXTXtTovX72IPy+eQ9+e/e96bY7sJBKPI/VC9jlyZlUFnY+9NheBERHwDQqGikuPEVklyQZFN27cQGlpqcVxg8GA9PR0KUogko1biz/DmfYdkNq1K/IPHkTaG2/eCToBKP384N0+FqXp6bialoZVW7agbp06ZkGn0sMD7hERDDqJbIR9jqj6Yu6vh9stKaZHvSqDzuLC0rsGnRcun8fPm9ajXkR9W5dJRDXEXkhUe++PGmJxTAAAhRJBdevCLySEQSdRNUgSdvbt2xfPPvsskpOTTceOHDmC559/Hv369ZOiBCJZuLlkKTIWLIBQWAhjdg6uPvsccnfuNLuPunFjlKTfxOVr1/DDtm14oGNHxEVHm84rvX3gFhFhtoEREdUO+xxR9RQXlSL9kg5BdX3QaUgU2vWNrPR+RqOAwjzrmxKdv3gOv235Cf37PISWzVqJUS4R1QB7IVHtvP/EEKDCxFsBgALApE+/gl9wCJRKlV1qI3I2koSdX3/9NcLDwxEXFwe1Wg21Wo3OnTsjLCwMX375pRQlEDk93abNyJw/3+yYUFQEj6ioOwcUCgQ9MwlCSTG8PD0xoEsXxDZvbjqtCgiAe1goFEpJ/tMnchnsc0TVc3zbVVw4dguZ1/Jx5NfLVQaahbnFEKwP6oSXlzce6jcYzRq3EKFSIqop9kKie/fZ1Gfx9xhOMwoAzyxaCr/gEH6GI6oBSdbsvO3s2bM4c6ZsIfqWLVuiebkQxpFwjRdyNIIgILVLFwi6XLPjbvXrIer773HjrbdQmpaOwPgxuF6nDnLz89G+xZ0PfwqFAqqQOlD5+khdOpFLYZ8jsm73qrO4cjrLdHvwlLbQ1DHfjb24qBQF2qpHdZ5OPQV3N3c0a1LzkJNrdhKJzxF6IfscOZP3nxiCyoJOAHh28bfwCQjkZrJENSTpu72oqCgIgoAmTZrAjetMEFXb5X9Msgg6AaDZ1q0AgAYLF6Lk5k2knD6Nn3ftwqDu3U33UahUcAsLg1KtlqxeIlclVZ+7du0aZsyYgd9++w0FBQVo2rQplixZgri4ONGuSWQLre6vi7QLWhQXGdA4to5F0Gk0GFGYW3XQefL0cezetwNDBg4Xu1Qiukf8zEdUfZVtRnR76vpzn30Hn4BAyWsikgNJxkEXFBTg6aefhre3N2JiYnDlyhUAwAsvvIB33nlHihKInFrhsWPmB5RKtDh21HSzNDMTp06dws9792Jojx5o2bBh2d1ub0TEoJNIVFL2uezsbHTv3h3u7u747bffcPr0abz//vsIDOSbYXJ8wfV88egrHfHoqx3QdXgTi/MFupIqp68fP5WMPft34pGHH0dkvYY1vrabhwpu7pwCSCQWfuYjqhlrQeeYdz5m0ElUC5K845s1axaOHz+OnTt3wrPc7s/9+vXDqlWrpCiByGmV5OYC+flmx4Kefsq0k3ppdjYMOh30JSUY3qsXmkWWbfag9PbmRkREEpGyz82fPx+RkZFYsmQJOnfujEaNGqF///5o0sQyOCJyRCp3Jbx8PSyO6wtLUVpsqPJxJSUlGD5oRI13XleqFPAJUMM3UA2limEnkVj4mY+o+ioLOoGyoHPs//0XEY0aS1sQkcxIMq9g3bp1WLVqFe677z6ztSZiYmJw/vx5KUogcloXBg+xOBb28ssAAINOh6OHDyMiOBjty29E5O8Pt+BgyWokcnVS9rkNGzZgwIABGDFiBJKSklCvXj1MnjwZkyZNqvIxer0eer3edFun09m0JqLaMliZvn7sZDIaRzVBXPsuNX5eT193qL3duNYZkQT4mY+oeqoKOgFgypJVUHtznwWi2pLk6+1bt24hNDTU4nh+fj7ffBJZofv9dxjT080P/j1S05CXj/179mDboUPQl5SYTrsFBTHoJJKYlH3uwoULWLRoEZo1a4ZNmzbh+eefx4svvohvvvmmysckJiZCo9GYfiL/HgFO5AgEQSjbkEiwPL7v4B4cPLIPxSVVr+NZGXdPFfxDPOHp4873mkQS4Wc+IusEQbAadL6w9AcGnUQ2IknYGRcXh19++cV0+3az+/LLL9G1a1cpSiByOkJpKa499bTF8boLF8JYUIDfd+7A7uPH8US/fqgfGgqFQgH30FCoNBo7VEvk2qTsc0ajER06dMC8efPQvn17PPPMM5g0aRIWL15c5WNmzZoFrVZr+rl69apNayKqjaL8EhhKzBfqFAQBe/cn4Y8zJ/D4I6MQElSnWs+lVCngE6iGj4ZT1omkxs98RNZ9MMpyxt5tL36zGh5e3lWeJ6KakWQa+7x58/DQQw/h9OnTKC0txUcffYTTp0/j999/R1JSkhQlEDmd80OGVnrcr3MnFF+/jvTsbIx+8EGEBwdzx3UiO5Oyz0VERKBVq1Zmx6Kjo7FmzZoqH6NWq6Hm3wdyQCXFBujzSy2OGwyl0OXq8NjQ0QiszgYNCsDTh1PWieyJn/mIqmZtROeL362BuwffpxHZkiRfed9///04duwYSktL0aZNG2zevBmhoaHYt28fOnbsKEUJRE5D+/s+pLSMRsnFixbnGu3eheQ9e2AwGjHk/vvLgk537rhOZG9S9rnu3bsjNTXV7NjZs2fRsGHNd6cmsiejwYgCrd7smCAIOJVyAkqlCg/3H1qtoNPdUwX/YE5ZJ7I3fuYjqpy1oHPqdz8y6CQSgUIQBOHud3MtOp0OGo0GWq0W/v7+9i6HXEj6Z58j68MPKz0X8NyzOB4ZiT/On8eTAwciwM8PSk9PuIWGQqFSSVwpEdnLoUOH0K1bN7zxxhsYOXIkDh48iEmTJuHzzz9HfHx8tZ6DfY4cQW5Wkdn0daPRiK07N+JG+nWMGDYa3l7W1y1TqhTw9veAmwd7IBGZY58jR2Et6Jy2bC1Ubu4SVkPkOiQZ2dmvXz8sXbqUu78SWZH9y69VBp0AcKRuXaRcuID4AQPKgk4fH7iFhzPoJHIAUva5Tp06Ye3atVixYgVat26Nt956CwsWLKh20ElkL0ajgAM/XcCGj49h37rzKC02mM4ZDAZs2v4L0m+l4fGho+4adKp93OAX7Mmgk8iBiNUL33nnHSgUCkybNs2mz0skpqKiorsEnesYdBKJSJKwMyYmBrNmzUJ4eDhGjBiB9evXo6Tc7tFEBKS9/HKlxxWhdVBn9f+QlpGBMQMHItDfHyqNBu5/b0pERPYndZ8bPHgwTp48iaKiIqSkpGDSpEmiXYvIVi4eu4U/D9+E7lYhzh1Kx43zWtM5rS4Hefl5eGzoE/Dx8a3yOZRuCvgGqeHl68EeSORgxOiFhw4dwmeffYa2bdvaqEoiaSwc/3iV515avh4qN0m2TyFyWZKEnR999BGuXbuGdevWwcfHB+PGjUNYWBieeeYZLlZNBMBYXFzp8Qbbt0Hx3nvw8/Epm7ru6wu3oCC4BQVJXCERWcM+R3R3JcUGGEqNMBjKpq4bSowoLS3Flb8uIygw+K4jOj193OEX5Ak3d47mJHJEtu6FeXl5iI+PxxdffIHAQOvr9+r1euh0OrMfInuxNqLzpRXroeTMPCLRSRJ2AoBSqUT//v2xdOlSpKen47PPPsPBgwfRp08fqUogcljnBw+xONZwx3b8un07tu7bh1KDAUqlEm51QqHSaOxQIRHdDfscUdUEo4Abf+agKK8YBdpi+Id4ok4jH/y0cS32H94LQRCqHKmpVCngF+QJT19uQETk6GzZCxMSEjBo0CD069fvrvdNTEyERqMx/URGRt5L+US1Zi3onL5iA5RKBp1EUpB87HRaWhpWrlyJ77//HidOnEDnzp2lLoHI4ZReuWJxbMPmzcjSajG6f3+4u7vDLTQUSi8vO1RHRDXBPkdkSXurEH+dyYanrwcEQYCXvzt+2bwORsGIYQ8/XmWIqfZ2Y8hJ5IRq2wtXrlyJ5ORkHDp0qFr3nzVrFqZPn266rdPpGHiS5KwGnSt/Yi8jkpAkYadOp8OaNWuwfPly7Ny5E40bN0Z8fDxWrVqFJk2aSFECkcO6/NJ0y4MP9oM2NxdjHnwQ3r6+cAsLg9LDQ/riiKha2OeI7kIBKFVKGEqNUCgUKCjRAm7AsIceg7u7ZX9TKBXw1njAnRsQETkNW/XCq1evYurUqdiyZQs8PT2r9Ri1Wg21Wn2vpRPV2oLnJlZ5jkEnkfQUgiAIYl/Ey8sLgYGBeOKJJxAfH4+4uDixL1krOp0OGo0GWq0W/v7+9i6HZC6lZbTFsca//Qqj0QiV2hPuYaFQuHOnPiJHxj5HVLUSvQH5OXrcupqLP5PT4eGtQGzvRlCoyqa8VuTmoYK3xgNKJT8YEjkTW/XCdevWYfjw4VCVW9fQYDBAoVBAqVRCr9ebnasM+xxJae+2jdj/+aeVnnt51c8SV0NEgAQjOwVBwMcff4z4+Hh4e3uLfTkip5LSoYPZbQFA0d9vyNy8vOAWFgYFF7Amcmjsc0RVM5Qaka/VI/tmAc4euo5L1/5EaAs1VO6Vj/Ly8nOH2ptf8BE5G1v2wr59++LkyZNmxyZOnIiWLVtixowZdw06iaR07Pc9VQadkxZ/K3E1RHSbJGFnQkICevfujWbNmol9OSKnUXFE5+0h1s2+/w5Kb2+4hYZyugORE2CfI6qc0SggP0ePw79dQuq+NAgQoFAEQXHdcpSVUqWAj0YNlbtke2cSkQ3Zshf6+fmhdevWZsd8fHwQHBxscZzI3rZ99E6lx5sNGAL/wCCJqyGi20R/R6lUKtGsWTNkZmaKfSkip1FV0KmIiIBXYCCDTiInwj5HZEkQBBRo9bh8KgOp+9MACCjragrkZuohGO+souTuqYJfkCeDTiInxl5IrkYQBKsbEg196lkJqyGiiiR5V/nOO+/g1VdfxalTp6S4HJFD+3PiUxbHFH//NFuzGm516jDoJHIy7HNE5gpzS6AvKMWhXy/+/Y3e7U4H1I8OhOLv9Ti9/D3go1GbbhOR8xKzF+7cuRMLFiyw+fMS3YtT+/fig1FDqjzPdTqJ7E+SDYoCAwNRUFCA0tJSeHh4wMvLy+x8VlaW2CXUCBe0JjGVH9VpGtEJoPmB/VBpNHapiYhqh32O6I6i/BLkZhZh/89ncflEDhS4E2TG9quPmB71OW2dSIYcqReyz5FYzqeewbrXXzHdFgCU/7qOQSeRYxB9zU4A/BaO6G9VBp2HD0Hl62uXmoio9tjniMoUF5UiP0eP7cv/wK1LeWZBZ8uu4YjpUR9uHir4aDw4mpNIZtgLyRUw6CRyDpKM7HQ2/CaQbE37xx+4/tjjptvlg84WRw5D6eNjl7qIyDWxz5EYSksMyMvSIzs9D78sPgaFUYXbHwPdPFQY/koH+Ad5wtOXu60TkbjY58jWBEHg1HUiJyLZ3KHz58/j3//+N0aPHo2bN28CAH777Tf88ccfUpVAZBf5mZlmQSdQbuWymBgGnUQywT5HrsxgMCI/R4+LJ9Pw66JTUBjdcDvoVKoUaN2rLgLDvBl0EskceyHJFYNOIuciSdiZlJSENm3a4MCBA/jxxx+Rl5cHADh+/DjmzJkjRQlEdnOl+/2mf644jDp6zWppiyEiUbDPkSszGgXkZ+ux7+cz2Lv6onmzUwAdBzbEfcOawF2tsluNRCQ+9kKSI71eb7bresXPcww6iRyTJGHnzJkzMXfuXGzZsgUeHh6m43369MH+/fulKIHILlIeeMD0zxZB55kUaYshItGwz5GrEgQB+Tl6HNl5Bn8eyDZboxMAPL3dENuvAVQqbkREJHfshSQ3SZt/xafjHjPd5hqdRM5Dkg2KTp48ieXLl1scDw0NRUZGhhQlEEnu6tq1wI00AOZrdKJvX0Qv/NReZRGRCNjnyFUVaIux4ZNkZN8otAg6PbxUeGJ2Z3h4SfJ2k4jsjL2Q5KT8aE6AQSeRs5Hka/aAgADcuHHD4vjRo0dRr149KUogklTKuPHIm/Wa6bZpjU6AQSeRDLHPkSsq0BVj23enkXOjyCLorNsiAJM+7AXfAE87VUdEUmMvJLlY/c0Si2MMOomciyRh56hRozBjxgykpaVBoVDAaDRi7969eOWVVzBu3DgpSiCSTErLaODgQQCcuk7kKtjnyNUU5Zdg3acHcOWPLItzAWHeGP5SBztURUT2xF5IcnH51zVVnmPQSeQcFIIgVMxjbK64uBgJCQlYunQpDAYD3NzcYDAYMGbMGCxduhQqlWMtWK/T6aDRaKDVauHv72/vcsiJpLSMNv2z2dR1AD6vvooGTz8leU1EJD72OXIl185mY92HRyEIgsWIzmadQ/HghBgolIoqHk1EcuVIvZB9ju5Vxc2IOKKTyDlJEnbedvXqVZw8eRJ5eXlo3749mjVrJtWla4TNkWrqyudfIP+DD0y3Kwad6NYN0V9/JXVZRCQx9jmSu7zsInwz63cIsAw667XQYNhLHe1UGRE5CkfohexzVFMnjhzBlnfnmG4z6CRybpKuGB8ZGYnIyEgYDAacPHkS2dnZCAwMlLIEIptLeX4ysGOH2bHyjbHJkcPw8PGRtigisgv2OZKzXT+k4tTOawBgEXRGxgRh6AuxdqiKiBwNeyE5m1MVgk6AQSeRs5Nkzc5p06bhq6/KRrUZDAb06tULHTp0QGRkJHbu3ClFCUSiSOk/wCzorGyNTgadRPLHPkdyps8vxqIp23Fy+zUIRssJQT1GN2fQSUTsheSUNqz8FpsqBJ3lMegkck6ShJ2rV69Gu3btAAA//fQTLly4gDNnzuCll17Cv/71LylKILK5lJbRwJUrAMpCTm5GROS62OdIbvSFJdj2zR9Y+Nx2fPnyHhhLAcFiUh8wcX43tO1V3z5FEpFDYS8kZ7P9lw04t/YH0+2Kn+cYdBI5L0nCzoyMDISHhwMAfv31V4wcORLNmzfHU089hZMnT0pRApFNVbYREfD3R8AZMxh0ErkY9jmSE4PBiG9m7cWZfemmYxXX6FQogT7jo+Gt8bRHiUTkgNgLyZm8/8RgHP32c9NtrtFJJC+ShJ1hYWE4ffo0DAYDNm7ciAcffBAAUFBQ4HA71BLdTfmgEyhrird/3EaMQPTECXaoiojsiX2O5OTb1/aipMhodqx80BnVNhjPL3wA0V0jpC6NiBwYeyE5i/I7rt/GoJNIXiQJOydOnIiRI0eidevWUCgU6NevHwDgwIEDaNmypajXfuedd6BQKDBt2jRRr0OuoeKIzvKjOkNXrUSzt96UvCYisj979jkiW8m8louv/rkLBdqSv4+YT+hz81Bi7Nv3YdDkdlAoFJZPQEQujb2QnEFlQWd5DDqJ5EGS3dj/85//oHXr1rh69SpGjBgBtVoNAFCpVJg5c6Zo1z106BA+++wztG3bVrRrkOuobOr67Y96nLZO5Nrs1eeIbCVl3zVs/ya13JE7K3QGhHli2Esd4ROgtlN1ROQM2AvJ0THoJHIdCkEQLLfVlIG8vDx06NAB//3vfzF37lzExsZiwYIF1XqsTqeDRqOBVquFv7+/uIWSU2DQSURywj5H5Z1MuoJdK/4sd+R20KmAh68bxr3ZFWpvd3uVR0RUY+xzVJHVoFPpjpdXrJWuGCISnSTT2AFg27ZtGDx4MJo0aYImTZpg8ODB2Lp1q2jXS0hIwKBBg0zTJ6zR6/XQ6XRmP0S3VVyjE2DQSUSWpO5zRLaQcyu/QtAJlMWcCjTrUgfj53Zj0ElE1cZeSI7IWtDZasijDDqJZEiSsPO///0vBg4cCD8/P0ydOhVTp06Fv78/Hn74YSxcuNDm11u5ciWSk5ORmJhYrfsnJiZCo9GYfiIjI21eEzmflC++5IhOIqoWqfscka2seONAuVt3JvsMfakt+sS3goenJCseEZEMsBeSI7I6ojMiEg89+ZR0xRCRZCSZxl6/fn3MnDkTU6ZMMTu+cOFCzJs3D9euXbPZta5evYq4uDhs2bLFtFZn7969rU5j1+v10Ov1pts6nQ6RkZGc9uDCKo7mZNBJRNZI2edsgdP7qLTEgB3LTuPs/lt/H7kzdX3Ev+IQHOELlZtkE4CISAYcqReyzxHANTqJXJkkYaevry+OHTuGpk2bmh0/d+4c2rdvj7y8PJtda926dRg+fDhUKpXpmMFggEKhgFKphF6vNztXGTZH18agk4hqSso+Zwvsc65t0QvbYSwpf+RO0PnoP9sjrKEGShWDTiKqGUfqhexzxKCTyLVJ8k526NChWLvWch2M9evXY/Bg63+Eaqpv3744efIkjh07ZvqJi4tDfHw8jh07dtegk1xbZetzAgw6icg6Kfsc0b36/KWdWPhcxaCzjAIKKN2B8KgABp1EdE/YC8lRMOgkItEWYvr4449N/9yqVSu8/fbb2LlzJ7p27QoA2L9/P/bu3YuXX37Zptf18/ND69atzY75+PggODjY4jhReZWN6FT8/YP69RG9dYsdqiIiR2WvPkd0LxY+t93K2bKv9J79qDcUSoWV+xERmWMvJEfDoJOIABGnsTdq1Kh6BSgUuHDhghglmNxtzc6KOO3B9Viduv7PfyL6qYlSl0REDs6R+lxNsc+5lo1fHMP5I1kVjpov0jJmbhcEhvhIWhcROT9H7YXsc67JatDpocHL3y2TrhgisivRRnZevHhRrKeusZ07d9q7BHJg1oJOTlsnoqo4Up8jqkrlIzrLOp27txLj3rofnj7u0hZFRLLBXkiOwlrQOeStD9C8eXMJqyEiexMt7KxMRkYGACAkJETKyxJVydoanY2PH5O0FiJyfuxz5CiMRiMWTd5ZxVkBI//dCf7BPlB7SfpWkIhcAHshSc1a0Mlp60SuSfQV6HNycpCQkICQkBCEhYUhLCwMISEhmDJlCnJycsS+PFGV7jaiU61WS14TETkf9jlyNMnbLlkJOoExc7pCE8Kgk4hsh72Q7IVBJxFVRtR3uVlZWejatSuuXbuG+Ph4REeXhUunT5/G0qVLsW3bNvz+++8IDAwUswwiC+fOnTO7XX7hWk5dJ6LqYp8jR7Tvf5WtiycAEPDQ863hG+wJdw+V1GURkUyxF5K9MOgkoqqItkERAEybNg3btm3D1q1bERYWZnYuLS0N/fv3R9++ffHhhx+KVcI94YLW8paVlob03g+YbnONTiK6V47Q59555x3MmjULU6dO5UZ8Lq5AV4Ql//zd4rgAAQoYMeaNrvAP8obKXfSJPUTkQhyhF1bEPid/DDqJyBpR3+2uW7cO//d//2fR9AAgPDwc7777LtauXStmCURm9Hq9WdB5mwIAunWTvB4icm727nOHDh3CZ599hrZt24p2DXIO2Rn5lQadAKDwL0T8m93gH8ygk4hsz969kFwPg04iuhtR3/HeuHEDMTExVZ5v3bo10tLSxCyByMyFdrEWxxR//2/0119JWgsROT979rm8vDzEx8fjiy++4NRAF3fgtz+x/N8Hqjz/5Kt94B/sBZUbg04isj1+5iOpXLlyhUEnEVWLqO96Q0JCcOnSpSrPX7x4EUFBQWKWQAQASNm61WxDIgFcp5OIas+efS4hIQGDBg1Cv3797npfvV4PnU5n9kPysOmbZBxef8XiuAABgAHj5nWDX7AXlCoGnUQkDn7mIym8Pyke/3t1sul2xbX4GHQSUXmivvMdMGAA/vWvf6G4uNjinF6vx+zZszFw4EAxSyDChfPngSkvmG6XX6MTYNBJRPfOXn1u5cqVSE5ORmJiYrXun5iYCI1GY/qJjIy0eU0kvdJSI/7cl2NxXIAAhVcxxs27H74BaiiVCssHExHZCD/zkdjef2IwoNOabgu481kOYNBJRJZE3aDor7/+QlxcHNRqNRISEtCyZUsIgoCUlBT897//hV6vx+HDhx3uQxcXtJaPlH37gIlPmW4z6CQiW7JHn7t69Sri4uKwZcsW01qdvXv3RmxsbJUbFOn1euj1etNtnU6HyMhI9jknt/C57ZUcFQBPA8b/pyd8NGooFAw6iUhcjviZj5/n5MPatHWAQScRVU7UsBMom7YwefJkbN68GbcvpVAo8OCDD+LTTz9F06ZNxbz8PWFzlIeUx0cAp05VeZ5BJxHZgtR9bt26dRg+fDhUKpXpmMFggEKhgFKphF6vNztXGfY551d50Anc91hdRHdpDG9/D4krIiJX5mif+djn5IFBJxHdK9HDztuys7Nx7tw5AEDTpk0det0WNkfnV359ToAjOolIfFL1udzcXFy+fNns2MSJE9GyZUvMmDEDrVu3vutzsM85t8qCTgECFFDgqffuh5cfg04isg9H+czHPuf8KgadnLpORDXhJtWFAgMD0blzZ6kuRy4spcJmHQw6iUgKUvU5Pz8/i0DTx8cHwcHB1Qo6yblZCzqffr8HPH3c7VAVEVEZfuYjW2DQSUS1JVnYSSSFS5cuAX9dM91m0ElERHJhLej8xwc9oPZm0ElERM6tsqnrDDqJqKYYdpKsFA58yOx2+cbIoJOI5Grnzp32LoFEVtUanQooMH7+fQw6iYjI6XGNTiKyFaW9CyCylfLrdFZciJZBJxEROauFL1Q+ohMAHv93G/hqvKUuiYiIyKYqm7peHoNOIqoJhp0kCww6iYhIjn5bfhAoMT92e+p6n6eaI6x+HfsURkREZCNco5OIbI1hJzm9yoJOrtFJRERycGFXntnt20Hn/fGNEd25vp2qIiIisg0GnUQkBoad5LRSfv/dLOgEyhojg04iIpKDytbpVECBR15phXY9oqQviIiIyIa4GRERiYUbFJFTsjaaE2DQSUREzq1i0Hl7RGdgA6B+03A7VUVERGQb3IyIiMTEkZ3kdFI6dDD9M4NOIiKSm6qCTgAY81ofe5RERERkM9Y2I1I2bcWgk4hqjSM7yalUnLYOMOgkIiL5sBZ0Jixm0ElERM7N2tT1+56Zhu59+0lbEBHJEsNOchoMOomISM6qWqMTYNBJRETOz9rU9YfmvItWrVpJWA0RyRnDTnIKXKOTiIjkzDzoNO90DDqJiMjZWQs6X/juR3h4eEhYDRHJHcNOcngMOomISM4qBp0COKKTiIjkw1rQyfU5iUgM3KCIHBqDTiIikrPv51dco/NO0BkzQGOHioiIiGyHQScR2QNHdpLDqrhGp6LCeQadRETkzFKO/QntRfNjt4POht090Xt4RztURUREZBsMOonIXhh2kkPiiE4iIpKzn77ajiuHbt8qG89Z3uCx3aQuiYiIyGYYdBKRPTHsJIfDoJOIiOSs8s2I7uA6nURE5MwYdBKRvXHNTnIoDDqJiEjOrO26DjDoJCIi58agk4gcAcNOchiVrdFp+vjXuDGDTiIicmrmQSdQodMx6CQiIqfGoJOIHAWnsZNDqDii02zlsmXfI7ojN2kgIiLnZTmi03yNTgadRETkzBh0EpEjYdhJdlfZ1PXbOJqTiIicHdfoJCIiOWPQSUSOhtPYya6srdHJoJOIiJyd1TU63Rl0EhGRc2PQSUSOiGEn2U3FNToBBp1ERCQf1tboHPV2OyR8wqCTiKiixMREdOrUCX5+fggNDcWwYcOQmppq77KoguLiYgadROSwGHaSXXBEJxERyZm1qeuDXmqM4OBgaQsiInISSUlJSEhIwP79+7FlyxaUlJSgf//+yM/Pt3dp9De9Xo9Pxj5a5XkGnURkb1yzkyTHNTqJiEjOrAWdnLZORGTdxo0bzW4vXboUoaGhOHLkCHr27FnpY/R6PfR6vem2TqcTtUZXlpqaip9ff7nK8ww6icgRcGQnSYojOomISM7KB51ChU7HoJOIqOa0Wi0AICgoqMr7JCYmQqPRmH4iIyOlKs+l7Nmzh0EnETkFhSAIltuCujidTgeNRgOtVgt/f397lyMbFdfoFMCgk4jIHtjnxGG5RuedTsegk4io5oxGI4YOHYqcnBzs2bOnyvtVNrIzMjKSfc6Gvv/iv0jf+muV5xl0EpEj4TR2kkTFEZ13tmhg0ElERM7PMugEGHQSEdVOQkICTp06ZTXoBAC1Wg21Wi1RVa7n/anPAmnXqjzPoJOIHA3DThId1+gkIiI5qzh1vSziZNBJRFQbU6ZMwc8//4xdu3ahfv369i7HZVXccb387DyAQScROSaGnSQqrtFJRERyxqCTiMi2BEHACy+8gLVr12Lnzp1o1KiRvUtyWQw6ichZMewk0VRcoxNg0ElERPJRceq6otxHQAadRET3JiEhAcuXL8f69evh5+eHtLQ0AIBGo4GXl5edq3MdFYNOgEEnETkP7sZOomDQSUREclb5Gp1lGHQSEd27RYsWQavVonfv3oiIiDD9rFq1yt6luYzKgs7yGHQSkaPjyE6yOU5dJyIiObOcus4RnUREtiIIFVf5Jylx6joRyQFHdpJNMegkIiI5Y9BJRERyxaCTiOSCIzvJZhh0EhGRXGm1Wnw/40i5Iww6iYhIPrhGJxHJCcNOsomKa3SWb4wMOomIyNmZB50AGHQSEZFMcI1OIpIbWU5jT0xMRKdOneDn54fQ0FAMGzYMqamp9i5LtiqO6Cy/yg6DTiIicnYVp66Xx6CTiIicWWVT18tj0ElEzkiWYWdSUhISEhKwf/9+bNmyBSUlJejfvz/y8/PtXZrscOo6ERHJGdfoJCIiueIanUQkV7Kcxr5x40az20uXLkVoaCiOHDmCnj17Wtxfr9dDr9ebbut0OtFrdHYXLlyA/uFBptsMOomISG7KB51co5OIiOTE6hqdai+8/O3/JK2HiMiWZBl2VqTVagEAQUFBlZ5PTEzEG2+8IWVJTi1l3jzg2+/MjnGNTiIikouk7Uk49YOhwlEGnUREJA/W1uhs8/ho9B8RL2E1RES2pxAEoeKyHLJiNBoxdOhQ5OTkYM+ePZXep7KRnZGRkdBqtfD395eqVKeQMnIkcOIkAMvRnACDTiIiZ6DT6aDRaNjnKrHyi+3ILLcXEaeuExE5H/a5qlmbuj7w9fmIiYmRvCYiIluT/cjOhIQEnDp1qsqgEwDUajXUarWEVTmnlAEDgcuXATDoJCIi+fni8+0oTr5zm0EnERHJibWp64PffB8tWrSQtiAiIpHIOuycMmUKfv75Z+zatQv169e3dzlOLaVnT+DmLbNjDDqJiEguzNfnZNBJRETyYm3q+qPvfIJGjRpJWA0RkbhkuRu7IAiYMmUK1q5di+3bt/MPdy2ltIxm0ElE5CASExPRqVMn+Pn5ITQ0FMOGDUNqaqq9y3JqFYNOAAw6iYhINqwFnfEffcnPy0QkO7IMOxMSEvD9999j+fLl8PPzQ1paGtLS0lBYWGjv0pxOSsto0z8LuDN9/TYGnURE0kpKSkJCQgL279+PLVu2oKSkBP3790d+fr69S3NKFXdcr9jpGHQSEZEzsxZ0vrzqZ4SHh0tYDRGRNGS5QZFCoaj0+JIlSzBhwoS7Pp4LWpepGHQCHNFJRORobt26hdDQUCQlJaFnz56V3ocb8VWuYtBZtkkDR3QSETk7fp4rc7egk4hIrmS5ZqcM81vJlQ86b2PQSUTkeLRaLQAgKCioyvskJibijTfekKokp2C5RieDTiIikg8GnUTkymQ5srO2XP2bwMqCzvIYdBIROQaj0YihQ4ciJycHe/bsqfJ+HNlprrI1Ostj0ElE5Nxc/fMcg04icnWyHNlJ945T14mInEdCQgJOnTplNegEALVaDbVaLVFVjs1yjU4AHNFJREQugEEnEbkKWW5QRPeGQScRkfOYMmUKfv75Z+zYsQP169e3dzlOwVrQqa7LoJOIiJxfVaM6GXQSkSvhyE4CwKCTiMhZCIKAF154AWvXrsXOnTvRqFEje5fkFKwFnQw5iYhIDqxNXyciciUMO8lijc6Ke9kz6CQichwJCQlYvnw51q9fDz8/P6SlpQEANBoNvLy87FydY7Jco5PT1omISF6sBZ2Tl/5PwkqIiOyP09hdXMURnWa7VYWEMOgkInIwixYtglarRe/evREREWH6WbVqlb1Lc0iVj+gsw6CTiIjkwFrQ+dCcd/llKBG5HI7sdGFWp64/+SSi//0vqUsiIqK7EATh7nciAAw6iYhI/rjzOhGRJYadLspq0Pndt4ju1EnqkoiIiGyGa3QSEZHcMegkIqocw04XZG2NTq+NvyEqKkrSeoiIiGyJa3QSEZHcMegkIqoaw04XU3FEZ/mgM2L/PgQEBEhdEhERkc1Yjuhk0ElERPLCoJOIyDqGnS6q4opv3IiIiIicHdfoJCIiuWPQSUR0d9yN3YXcHtVZcY1OBp1EROTsygedAtfoJCIiGWLQSURUPRzZ6SKqXKezTRvJayEiIrKlimt0Kjh1nYiIZIZBJxFR9XFkpwuoakQnAET/7wfJ6yEiIrIVTl0nIiK5Y9BJRFQzDDtlrmLQWR6nrxMRkTOrfOp6GQadREQkB7eDzso+zzHoJCKqHKexy5jVEZ0MOomIyIktTDAPOjl1nYiI5KZ80KmocI5BJxFR1TiyU6aqXKMTDDqJiMi5LXxuO2C4c5tBJxERycmtW7fMpq4z6CQiqhmO7JSh8iM6FWDQSURE8lFxM6LyGHQSEZGzW7NsCS5tWFPleQadRER3x7BTZrhGJxERyVXFNToVFmNdiIiInFf50Zycuk5EdO84jV1GuEYnERHJ1d2CTo7qJCIiZ8agk4jIdhh2ykDKjh1co5OIiGSr4tR1Bp1ERCQn5YNOgEEnEVFtcRq7k0sZNRo4dszsGINOIiKSC2trdAIMOomIyLlVDDorYtBJRFRzDDudWPnRnJy6TkREcsOp60REJGecuk5EJA5OY3dSDDqJiEjOrAWdPo0ZdBIRkXNj0ElEJB6O7HRCDDqJiEjOzKeumwedQ15rigYNGkhfFBERkY1YX6PTDS+vWidhNURE8sOw08lY24gIYNBJRETOzXKNzjudjqM5iYjI2Vlbo7Pl8CcwaNRYCashIpInhp1O5HbQWdloToBBJxEROTdrU9cZdBIRkbOzNnWd09aJiGyHa3Y6CQadREQkZww6iYhIzqxNXWfQSURkWww7nYDVqethoQw6iYjIqVlbo5NBJxEROTtrU9cZdBIR2R7DTgdnNeic8zqik5IkrYeIiMiWuEYnERHJGYNOIiLpcc1OB2Zt6jpHcxK5Lv3Fi6I8r7pRI1Gel6gqd4JO4e+1yxh0EhGQk14gyvMGhHmL8rxEVWHQSUSVybp+TZTnDapbT5TndUYc2emgGHQSkaPauHEj4uLi0LZtW9x33304fvy46Vzv3r3RqFEjxMbGIjY2Fh9++KHp3LPPPos2bdqgT58+0Gq1AABBEPDQQw/h/PnzVq+5atUqxMXFoUWLFujYsSOGDBmCkydPAgCioqJw7Ngx279QEhWDTiJyVOxzZAsMOonIUblCn+PITgdkbeo6g04isqfs7GzEx8dj165diImJwe7duxEfH49Tp06Z7vPhhx9i2LBhZo87deoUzp07h5MnT+LNN9/Ed999hylTpuDLL7/EAw88gCZNmlR5zSVLliAxMRHr1q1Dq1atAABHjhzB9evX0aZNG1FeJ4nLfDMiBp1E5DjY58gWGHQSkaNylT7HsNPBMOgkIkd2/vx5BAcHIyYmBgDQo0cPXLlyBcnJyejQoUOVj3N3d4der4fRaER+fj7Cw8Nx48YNrFixAps3b7Z6zTlz5mDx4sWmxggAHTt2tM0LIslVXKOTQScRORL2OaotBp1E5Mhcpc9xGrsDKT91XahwjkEnETmCZs2aITMzE7///jsAYMOGDcjNzcWlS5dM95k5cybatGmDJ554AhcuXAAAtGjRAg888AA6dOiACxcu4Mknn8RLL72E9957D25uVX/vdvPmTVy9ehVdu3YV9XWRNMpPXa/Y6Rh0EpEjYJ+j2mDQSUSOzlX6HEd2Ogiu0UlEzkCj0WD16tWYNWsW8vLy0LVrV7Rq1crU4L777jtERkZCEAQsXLgQgwcPxunTpwEAc+fOxdy5cwEA69evR2RkJKKiojBx4kTodDqMHDkSTzzxhN1eG4knLS0Na/5z+u9blp2OQScROQr2OboXqamp+Pn1l6s8z6CTiByFq/Q5hSAIFQcRujydTgeNRgOtVgt/f3/Rr8egk4hqwpF2Y9fr9QgPD8ehQ4fQtGlTi/Oenp64du0agoODTcd0Oh0GDRqETZs2ITExEU2aNMGTTz6Jdu3a4fDhw/Dy8jJ7jsjISHz22Wd4+OGHK60hKioK69atQ2xsbI3rd1VS9rlff92OixvKHylbpfM2Bp1EVJEj7cbOPuecpOxzX7z5GnR/nKjyPINOIqrIkXZjl2uf4zR2Oyu/RqcCDDqJyPHduHHD9M9vvfUW+vTpg6ZNm6K0tBTp6emmc2vWrEFYWJhZYwTKpkW8/vrr8Pb2Rn5+PhQKBRQKBUpKSlBcXGxxvf/85z+YPn06zpw5Yzp29OjRu64NQ/a3cFbFoBNg0ElEjo59jqrr/ScGM+gkIqfjCn2O09jtiCM6iehe3MsITFt6/fXXsXv3bpSWlqJr16746quvAJR9Kzho0CDo9XoolUqEhIRgwwbzpGvv3r0oLCzEgw8+CABISEjA6NGjMX/+fIwdOxYajcbiek8//TS8vLwQHx+PvLw8uLm5oUmTJkhMTBT/xdI9M9+IiFPXiaj67mUEpi2xz1F1WFufE2DQSURVu5cRmLbkCn2O09grIfa0h5Tdu4FJzwBg0ElERNITu88x6CQiInsSu88x6CQicmwc2SmxlMcfB079AYBBJxERyQ+DTiIikjMGnUREjo9hp4TKr88JmIecAINOIiJybuZBJ1Cx0zHoJCIiZ8agk4jIOXCDIomUDzoF3BnrchuDTiIicmaVj+i8g0EnERE5MwadRETOg2GnBCoGnQCnrhMRkXyUDzoFBp1ERCQzDDqJiJwLw06RMegkIiI5qziis6zHcY1OIiKSB2tBp3fDpgw6iYgcENfsFBHX6CQiIjmzukZnEJAwj0EnERE5L2tB5wMz3kSHDh0krIaIiKpLtiM7Fy5ciKioKHh6eqJLly44ePCgpNevbERneQw6iYioNuzd56xNXW85nEEnERHVjr37nLWg8+VVPzPoJCJyYLIMO1etWoXp06djzpw5SE5ORrt27TBgwADcvHlTkutbDTobNWLQSUROLSoqCi1atEBsbCxatGiBd955BwBw6dIlqFQqxMbGIjY2Fi1btsTcuXPNHrtw4UK0bt0a0dHR6NChA0aPHo0rV67Y42U4NXv3uYpBp6LciM7x/9cZfQcw6CQi5xUVFYVjx46ZHevduzfWrVsHANi6dSt69OiBJk2aIC4uDn379sXu3bvx8MMPm3qgQqFAmzZtEBsbix49ekj/Ipycvftc+aCz4uc5TlsnImcXFRWF0NBQlJSUmI7t2LEDCoUC06ZNAwCcP38ejz/+OBo1aoSOHTuic+fO+PLLLwEA//nPf0z3u23p0qUYNmyYRK/g7mQ5jf2DDz7ApEmTMHHiRADA4sWL8csvv+Drr7/GzJkzLe6v1+uh1+tNt3U6nU3qsFijc8Y/Ef13TUREYivNzoZCpYLK39/mz71q1SrExsbi2rVraNWqFfr06YPQ0FD4+fmZPiBqtVq0aNECw4cPR0xMDObMmYPNmzdj48aNqF+/PgBg27ZtSEtLQ4MGDWxeo5w5Tp8zDzq5PicRSalAVww3DyU8PKX7SLN161aMHTsWa9asQbdu3QAA586dw/Hjx/Hrr7+a7qdQKLB7924EBARIVpucOE6fM1+KjEEnEUkpLysTah8fuKs9bf7cDRo0wIYNG/DYY48BAL766ivExcUBANLS0nD//ffjzTffxOrVqwEA2dnZWLVqlc3rEIvsRnYWFxfjyJEj6Nevn+mYUqlEv379sG/fvkofk5iYCI1GY/qJjIy0SS0K3GmO9Q4eYNBJRJLJXrkSl0ePwaXRY5C7fYdo16lXrx5atmyJy5cvW5zLz8+HIAjw9/dHfn4+3n33XXz11VemoBMA+vbti86dO4tWnxw5Vp9j0ElE9nH410tY+34yfnwvGdfP5Uh23TfeeAOzZ882BZ0A0KxZMzz++OOS1SB3jtXn7mDQSURSEQQBO7/9Ej+8+RpW/WcWbl66YPNrTJw4EV9//TWAskEq+/fvx8CBAwGUzcbr0aMHJk2aZLp/YGAgnnvuOZvXIRbZhZ0ZGRkwGAwICwszOx4WFoa0tLRKHzNr1ixotVrTz9WrV21aU/SZFPiLMLKKiKgygiAg6/vvy24YDMhetky0a505cwaZmZno3bs3ACA3NxexsbFo06YNGjVqhGeeeQaRkZH4448/4OHhgVatWolWi6twxD7HoJOIpKQvKEHqgbK/d4ZSI07tumbzazzxxBOmKemxsbE4fPgwAODIkSPo2rWrza9Hdzhin2PQSURSykm/gQvJhwAAxYUFOLVzi82v0b17d1y6dAnXr1/HihUrMGLECKhUKgDV63XLli0z65Ovv/66zWusDVlOY68ptVoNtVpts+eLPpMCfUYGCs9fQEAXjlgiImkpFAq4BQah9NYtAIBbSLDNr/HEE09AqVQiNTUVH374IerUqYP8/HyzaexZWVno27cvOnXqhPDwcJvXQNVn6z6XsLgPstPzUJhfjLqNg2z2vERE1aFyV8JdrUKJ3gAA8Pb3sPk1bi/XctvtL/XIMdm6z7286mdcP/8nVB4eCIvkUjtEJC21tw9Ubm4wlJYCALz9A0S5ztixY7F06VKsW7cOy5Ytw7IaDJKJj4/HggULTLdvP4+jkN3IzpCQEKhUKqSnp5sdT09Pl/TDtjokhEEnEdlN+BtvwLtzZ/j06IE6L79s8+dftWoVUlJSsHnzZsycORMnT560uE9QUBAefPBBbNq0Ca1atUJxcTFOnz5t81pcjaP0ucAwXwadRGQXbu4q9I5vgYgmGjRqG4K4h6Mku3bHjh2rnEpNtuEofa5uk6YMOonILrz9Negz8VnUbRGNFt16ouOgR0S5zrhx4/Dxxx/D09MTzZo1Mx2XQ6+TXdjp4eGBjh07Ytu2baZjRqMR27Zt45QTInIZ6saNEPHmGwj/12twDw0V7Tr9+vXD888/j3//+98W5/R6Pfbu3YsWLVrA19cXr7zyCiZNmoRr1+5MN9yxYwcOHjwoWn1yxD5HRASENvRHn3HR6PZYU3j6uEt23dmzZ2Pu3LnYv3+/6dj58+dNGzhQ7bHPEREBkTFtMfD5aeg+Ml6UDYoAoG7dukhMTMT8+fPNjk+ePBlJSUlYsmSJ6VhOTg4+++wzUeoQgyynsU+fPh3jx49HXFwcOnfujAULFiA/P9+0mx8REdnO7Nmz0bRpU2RmZprW7ATKws4HHngAzz//PADgzTffREhICAYMGACDwQCFQoHY2FiL5kp3xz5HRGQf/fv3x5IlS/DKK68gLS0NXl5eCA0NxRtvvGHv0mSFfY6ISBqV/V2NiIjAnj17MHPmTLz55pvw8/ODu7s7EhIS7FDhvVEIgiDYuwgxfPrpp3jvvfeQlpaG2NhYfPzxx+jSpUu1HqvT6aDRaKDVarmxEBEROST2OSIikjP2OSIiuleyDTtrg82RiIjkjH2OiIjkjH2OiMi1yW7NTiIiIiIiIiIiInJNDDuJiIiIiIiIiIhIFhh2EhERERERERERkSww7CQiIiIiIiIiIiJZYNhJREREREREREREssCwk4iIiIiIiIiIiGSBYScRERERERERERHJAsNOIiIiIiIiIiIikgU3exfgiARBAADodDo7V0JERGLw8/ODQqGwdxl2wz5HRCRv7HPsc0REcna3PsewsxK5ubkAgMjISDtXQkREYtBqtfD397d3GXbDPkdEJG/sc+xzRERydrc+pxBuf+1FJkajEdevX6/VN6I6nQ6RkZG4evWq7N9o8LXKk6u8Vld5nQBfa3muPuKFfc6SnF6PnF4LwNfjyOT0WgB5vR72OfY5KfB3dHf8HVUPf093x9+ROY7svAdKpRL169e3yXP5+/u7zL+IfK3y5Cqv1VVeJ8DXSuxz1sjp9cjptQB8PY5MTq8FkN/rcUXsc9Li7+ju+DuqHv6e7o6/o+rhBkVEREREREREREQkCww7iYiIiIiIiIiISBYYdopErVZjzpw5UKvV9i5FdHyt8uQqr9VVXifA10q2JbffsZxej5xeC8DX48jk9FoA+b0eqh3++3B3/B3dHX9H1cPf093xd1Qz3KCIiIiIiIiIiIiIZIEjO4mIiIiIiIiIiEgWGHYSERERERERERGRLDDsJCIiIiIiIiIiIllg2ElERERERERERESywLBTJAsXLkRUVBQ8PT3RpUsXHDx40N4l2VxiYiI6deoEPz8/hIaGYtiwYUhNTbV3WaJ75513oFAoMG3aNHuXIopr167hySefRHBwMLy8vNCmTRscPnzY3mXZnMFgwOzZs9GoUSN4eXmhSZMmeOuttyCHPdt27dqFIUOGoG7dulAoFFi3bp3ZeUEQ8PrrryMiIgJeXl7o168fzp07Z59ia8naay0pKcGMGTPQpk0b+Pj4oG7duhg3bhyuX79uv4JlRA59Tu59TA79Si49ydl7jtz6CnsH3Y0cepyY5N4/xSCHniwGufR5sTj7+wd7YtgpglWrVmH69OmYM2cOkpOT0a5dOwwYMAA3b960d2k2lZSUhISEBOzfvx9btmxBSUkJ+vfvj/z8fHuXJppDhw7hs88+Q9u2be1diiiys7PRvXt3uLu747fffsPp06fx/vvvIzAw0N6l2dz8+fOxaNEifPrpp0hJScH8+fPx7rvv4pNPPrF3abWWn5+Pdu3aYeHChZWef/fdd/Hxxx9j8eLFOHDgAHx8fDBgwAAUFRVJXGntWXutBQUFSE5OxuzZs5GcnIwff/wRqampGDp0qB0qlRe59Dk59zE59Cs59SRn7zly6yvsHWSNXHqcmOTcP8Ugh54sBjn1ebE4+/sHuxLI5jp37iwkJCSYbhsMBqFu3bpCYmKiHasS382bNwUAQlJSkr1LEUVubq7QrFkzYcuWLUKvXr2EqVOn2rskm5sxY4Zw//3327sMSQwaNEh46qmnzI49+uijQnx8vJ0qEgcAYe3atabbRqNRCA8PF9577z3TsZycHEGtVgsrVqywQ4W2U/G1VubgwYMCAOHy5cvSFCVTcu1zculjculXcupJcuo5cusr7B1UkVx7nJjk0j/FIJeeLAY59XmxyOn9g9Q4stPGiouLceTIEfTr1890TKlUol+/fti3b58dKxOfVqsFAAQFBdm5EnEkJCRg0KBBZv/fys2GDRsQFxeHESNGIDQ0FO3bt8cXX3xh77JE0a1bN2zbtg1nz54FABw/fhx79uzBQw89ZOfKxHXx4kWkpaWZ/Xus0WjQpUsX2f+NAsr+TikUCgQEBNi7FKcl5z4nlz4ml34lp54k557jCn2FvcN1yLnHiUku/VMMcunJYpBTnxeLnN8/iM3N3gXITUZGBgwGA8LCwsyOh4WF4cyZM3aqSnxGoxHTpk1D9+7d0bp1a3uXY3MrV65EcnIyDh06ZO9SRHXhwgUsWrQI06dPx2uvvYZDhw7hxRdfhIeHB8aPH2/v8mxq5syZ0Ol0aNmyJVQqFQwGA95++23Ex8fbuzRRpaWlAUClf6Nun5OroqIizJgxA6NHj4a/v7+9y3Facu1zculjcupXcupJcu45cu8r7B2uRa49Tkxy6Z9ikFNPFoOc+rxY5Pz+QWwMO8kmEhIScOrUKezZs8fepdjc1atXMXXqVGzZsgWenp72LkdURqMRcXFxmDdvHgCgffv2OHXqFBYvXiy7hvPDDz9g2bJlWL58OWJiYnDs2DFMmzYNdevWld1rpbINJ0aOHAlBELBo0SJ7l0MOSA59TG79Sk49iT3HObF3EN2dHPqnGOTWk8Ugpz4vFr5/uHcMO20sJCQEKpUK6enpZsfT09MRHh5up6rENWXKFPz888/YtWsX6tevb+9ybO7IkSO4efMmOnToYDpmMBiwa9cufPrpp9Dr9VCpVHas0HYiIiLQqlUrs2PR0dFYs2aNnSoSz6uvvoqZM2di1KhRAIA2bdrg8uXLSExMlHXjuP13KD09HREREabj6enpiI2NtVNV4rr9YfXy5cvYvn07R+bUkhz7nFz6mNz6lZx6kpx7jlz7CnuHa5JjjxOTXPqnGOTWk8Ugpz4vFjm/fxAb1+y0MQ8PD3Ts2BHbtm0zHTMajdi2bRu6du1qx8psTxAETJkyBWvXrsX27dvRqFEje5ckir59++LkyZM4duyY6ScuLg7x8fE4duyYrJpU9+7dkZqaanbs7NmzaNiwoZ0qEk9BQQGUSvM/gSqVCkaj0U4VSaNRo0YIDw83+xul0+lw4MAB2f2NAu58WD137hy2bt2K4OBge5fk9OTU5+TWx+TWr+TUk+Tcc+TYV9g7XJecepyY5NY/xSC3niwGOfV5scj5/YPYOLJTBNOnT8f48eMRFxeHzp07Y8GCBcjPz8fEiRPtXZpNJSQkYPny5Vi/fj38/PxM6zJpNBp4eXnZuTrb8fPzs1h/xsfHB8HBwbJbl+all15Ct27dMG/ePIwcORIHDx7E559/js8//9zepdnckCFD8Pbbb6NBgwaIiYnB0aNH8cEHH+Cpp56yd2m1lpeXhz///NN0++LFizh27BiCgoLQoEEDTJs2DXPnzkWzZs3QqFEjzJ49G3Xr1sWwYcPsV/Q9svZaIyIi8PjjjyM5ORk///wzDAaD6e9UUFAQPDw87FW205NLn5NbH5Nbv5JTT3L2niO3vsLeQdbIpceJSW79Uwxy68likFOfF4uzv3+wK7vuBS9jn3zyidCgQQPBw8ND6Ny5s7B//357l2RzACr9WbJkib1LE12vXr2EqVOn2rsMUfz0009C69atBbVaLbRs2VL4/PPP7V2SKHQ6nTB16lShQYMGgqenp9C4cWPhX//6l6DX6+1dWq3t2LGj0v82x48fLwiCIBiNRmH27NlCWFiYoFarhb59+wqpqan2LfoeWXutFy9erPLv1I4dO+xdutOTQ59zhT7m7P1KLj3J2XuO3PoKewfdjRx6nJhcoX+Kwdl7shjk0ufF4uzvH+xJIQiCYOsAlYiIiIiIiIiIiEhqXLOTiIiIiIiIiIiIZIFhJxEREREREREREckCw04iIiIiIiIiIiKSBYadREREREREREREJAsMO4mIiIiIiIiIiEgWGHYSERERERERERGRLDDsJCIiIiIiIiIiIllg2ElERERERERERESywLCTyAX17t0b06ZNs9nzRUVFYcGCBTZ7vnvVs2dPLF++vNr3z8jIQGhoKP766y8RqyIiIqmxz5VhnyMikh/2uDLscWQNw05yeRMmTIBCobD4GThwoL1LM2PrpiY3GzZsQHp6OkaNGlXtx4SEhGDcuHGYM2eOiJUREdkX+5w8sM8REVlij5MH9jiyNTd7F0DkCAYOHIglS5aYHVOr1Xaqhu7Fxx9/jIkTJ0KprNl3OBMnTkTHjh3x3nvvISgoSKTqiIjsi33O+bHPERFVjj3O+bHHka1xZCcRyppheHi42U9gYCAAYOfOnfDw8MDu3btN93/33XcRGhqK9PR0AGXf1E2ZMgVTpkyBRqNBSEgIZs+eDUEQTI/R6/V45ZVXUK9ePfj4+KBLly7YuXOnWR179+5F79694e3tjcDAQAwYMADZ2dmYMGECkpKS8NFHH5m+rbx06RIA4NSpU3jooYfg6+uLsLAwjB07FhkZGabnzM/Px7hx4+Dr64uIiAi8//77Iv0W77hy5QoeeeQR+Pr6wt/fHyNHjjT9rm6bO3cuQkND4efnh3/84x+YOXMmYmNj7+l6t27dwvbt2zFkyBCz4wqFAosWLcJDDz0ELy8vNG7cGKtXrza7T0xMDOrWrYu1a9fe07WJiJwB+5xtsc8RETkO9jjbYo8jOWDYSXQXt6ccjB07FlqtFkePHsXs2bPx5ZdfIiwszHS/b775Bm5ubjh48CA++ugjfPDBB/jyyy9N56dMmYJ9+/Zh5cqVOHHiBEaMGIGBAwfi3LlzAIBjx46hb9++aNWqFfbt24c9e/ZgyJAhMBgM+Oijj9C1a1dMmjQJN27cwI0bNxAZGYmcnBz06dMH7du3x+HDh7Fx40akp6dj5MiRpuu++uqrSEpKwvr167F582bs3LkTycnJov2+jEYjHnnkEWRlZSEpKQlbtmzBhQsX8MQTT5jus2zZMrz99tuYP38+jhw5ggYNGmDRokVmz/Poo4/Cz88PEyZMMHvu559/Hj169MAjjzwCrVYLANizZw+8vb0RHR1tUc/s2bPx2GOP4fjx44iPj8eoUaOQkpJidp/OnTubvQEiInIl7HM1wz5HROQ82ONqhj2OZEMgcnHjx48XVCqV4OPjY/bz9ttvm+6j1+uF2NhYYeTIkUKrVq2ESZMmmT1Hr169hOjoaMFoNJqOzZgxQ4iOjhYEQRAuX74sqFQq4dq1a2aP69u3rzBr1ixBEARh9OjRQvfu3auss1evXsLUqVPNjr311ltC//79zY5dvXpVACCkpqYKubm5goeHh/DDDz+YzmdmZgpeXl4Wz1UbDRs2FD788ENBEARh8+bNgkqlEq5cuWI6/8cffwgAhIMHDwqCIAhdunQREhISzJ6je/fuQrt27Uy3jx49KixevFgYP3686dhPP/0kPPfcc4IgCMIXX3whvPnmm4IgCMKHH34oNG7c2KIuAKb739alSxfh+eefNzv20ksvCb17967ZiyYichLsc7XHPkdE5JjY42qPPY7kiCM7iQA88MADOHbsmNnPc889Zzrv4eGBZcuWYc2aNSgqKsKHH35o8Rz33XcfFAqF6XbXrl1x7tw5GAwGnDx5EgaDAc2bN4evr6/pJykpCefPnwdw59vAmjh+/Dh27Nhh9pwtW7YEAJw/fx7nz59HcXExunTpYnpMUFAQWrRoYfV5N27cWOlC3+V/Fi9eXOljU1JSEBkZicjISNOxVq1aISAgwPQtXGpqKjp37mz2uIq3Y2NjLdba2b17N4YOHQoAeOSRR7Br1y4AQGFhITw9PSutp2vXrha3K34b6OXlhYKCgkofT0QkB+xz5tjniIjkgz3OHHscETcoIgIA+Pj4oGnTplbv8/vvvwMAsrKykJWVBR8fn2o/f15eHlQqFY4cOQKVSmV2ztfXF0DZH+maysvLw5AhQzB//nyLcxEREfjzzz9r/JwA0KNHD4smUlF4ePg9PXdtZGdnm9bfCQgIQFZWFoCynfiys7Pv+XmzsrJQp04dm9RIROSI2OfMsc8REckHe5w59jgirtlJVC3nz5/HSy+9hC+++AJdunTB+PHjYTQaze5z4MABs9v79+9Hs2bNoFKp0L59exgMBty8eRNNmzY1+7ndaNq2bYtt27ZVWYOHhwcMBoPZsQ4dOuCPP/5AVFSUxfP6+PigSZMmcHd3N6stOzsbZ8+etfp6fXx80LJlS6s/AQEBlT42OjoaV69exdWrV03HTp8+jZycHLRq1QoA0KJFCxw6dMjscRVvVyYoKMjUCLOzs0077rVv3x5paWmVNsn9+/db3K64HsypU6fQvn37u16fiEiu2OfY54iI5Io9jj2OXA/DTiKU7a6XlpZm9nN7FzyDwYAnn3wSAwYMwMSJE7FkyRKcOHHCYie8K1euYPr06UhNTcWKFSvwySefYOrUqQCA5s2bIz4+HuPGjcOPP/6Iixcv4uDBg0hMTMQvv/wCAJg1axYOHTqEyZMn48SJEzhz5gwWLVpkqiMqKgoHDhzApUuXkJGRAaPRiISEBGRlZWH06NE4dOgQzp8/j02bNmHixIkwGAzw9fXF008/jVdffRXbt2/HqVOnMGHCBCiV4v2n369fP7Rp0wbx8fFITk7GwYMHMW7cOPTq1QtxcXEAgBdeeAFfffUVvvnmG5w7dw5z587FiRMnzKaOVKZHjx7YsGEDAGDDhg3o2bMngLIGGRISgr1791o85n//+x++/vprnD17FnPmzMHBgwcxZcoU0/mCggIcOXIE/fv3t9WvgIjI4bDP2Q77HBGRY2GPsx32OJINey8aSmRv48ePFwBY/LRo0UIQBEF44403hIiICCEjI8P0mDVr1ggeHh7CsWPHBEEoW3B68uTJwnPPPSf4+/sLgYGBwmuvvWa2yHVxcbHw+uuvC1FRUYK7u7sQEREhDB8+XDhx4oTpPjt37hS6desmqNVqISAgQBgwYICQnZ0tCIIgpKamCvfdd5/g5eUlABAuXrwoCIIgnD17Vhg+fLgQEBAgeHl5CS1bthSmTZtmunZubq7w5JNPCt7e3kJYWJjw7rvvVrpAdm2UX9RaEMoW8R46dKjg4+Mj+Pn5CSNGjBDS0tLMHvPmm28KISEhgq+vr/DUU08JL774onDfffeZzo8ZM0YIDQ0V/Pz8hCZNmgilpaWCwWAQnnvuOeH+++8XhgwZIuTk5Jju/89//lMYNWqU2TUACAsXLhQefPBBQa1WC1FRUcKqVavM7rN8+XLT/9dERHLEPld77HNERI6JPa722ONIjhSCIAiSpqtEMtS7d2/ExsZiwYIF9i7FaT344IMIDw/Hd999d0+PT0tLQ0xMDJKTk9GwYUMAgEKhwNq1azFs2LAqH3fffffhxRdfxJgxY+7pukREroB9rvbY54iIHBN7XO2xx5Gj4QZFRCS5goICLF68GAMGDIBKpcKKFSuwdetWbNmy5Z6fMzw8HF999RWuXLliapB3k5GRgUcffRSjR4++5+sSERFVxD5HRERyxR5HzoBhJxFJTqFQ4Ndff8Xbb7+NoqIitGjRAmvWrEG/fv1q9bzWvvWrTEhICP75z3/W6ppEREQVsc8REZFcsceRM+A0diIiIiIiIiIiIpIF7sZOREREREREREREssCwk4iIiIiIiIiIiGSBYScRERERERERERHJAsNOIiIiIiIiIiIikgWGnURERERERERERCQLDDuJiIiIiIiIiIhIFhh2EhERERERERERkSww7CQiIiIiIiIiIiJZ+H+FbE8wwXPK3wAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time\n", "plot_qq_combined(pval_dict=pval_dict, thin=True, thin_below=0.001)" ] }, { "cell_type": "markdown", "id": "de052308-c4ff-4472-bb41-3d1c449c24c6", "metadata": {}, "source": [ "#### Customizing the grid arrangement\n", " - Use `ncols` (number of columns)" ] }, { "cell_type": "code", "execution_count": 41, "id": "a5527f08-11cc-480f-9a15-2a08e8d58114", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " [,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ])" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time\n", "plot_qq_combined(pval_dict=pval_dict, thin=True, thin_below=0.001, ncols=2)" ] }, { "cell_type": "markdown", "id": "d1d42d8f-3f67-468e-b8dc-3e5dc2fa01d3", "metadata": { "tags": [] }, "source": [ "### Flexible handling of each qq-plot using the base `plot_qq_single` function directly\n", "- Define your own axes\n", "- Pass them to `ax` parameter" ] }, { "cell_type": "code", "execution_count": 13, "id": "955fe64b-3176-47ed-8a54-b75bee72cae0", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time\n", "import matplotlib.pyplot as plt\n", "\n", "fig, axs = plt.subplots(2,3, squeeze=False)\n", "\n", "plot_qq_single(thin=True, thin_below=0.001, pvals=pval_dict[\"HbF\"], ax=axs[0][0], ci=0.95, show_lambda=True)\n", "plot_qq_single(thin=True, thin_below=0.001, pvals=pval_dict[\"MCV\"], ax=axs[0][1], ci=0.95, show_lambda=True, color=\"red\")\n", "plot_qq_single(thin=True, thin_below=0.001, pvals=pval_dict[\"RBC\"], ax=axs[0][2], ci=0.95, show_lambda=True, color=\"blue\")\n", "plot_qq_single(thin=True, thin_below=0.001, pvals=pval_dict[\"MCH\"], ax=axs[1][0], ci=0.95, show_lambda=True, color=\"grey\")\n", "plot_qq_single(thin=True, thin_below=0.001, pvals=pval_dict[\"HCT\"], ax=axs[1][1], ci=0.95, show_lambda=True, color=\"green\")\n", "plot_qq_single(thin=True, thin_below=0.001, pvals=pval_dict[\"Hb\"], ax=axs[1][2], ci=0.95, show_lambda=True, color=\"black\")\n", "\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "id": "d4eb9028-9a89-4f70-8cb1-2b32de288c46", "metadata": {}, "source": [ "### Or overlay them by simply using the same axis" ] }, { "cell_type": "code", "execution_count": 22, "id": "cb0f39af-fd0d-456e-ad9d-8ce47a9486a6", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time\n", "import matplotlib.pyplot as plt\n", "import matplotlib.colors as mcolors\n", "\n", "# We will need separate colors for the sumstats\n", "labels = pval_dict.keys()\n", "n = len(labels)\n", "cmap = plt.get_cmap(\"tab10\")\n", "colors = [mcolors.to_hex(cmap(i % 10)) for i in range(n)]\n", "\n", "fig, axs = plt.subplots()\n", "\n", "for label, color in zip(labels, colors):\n", " plot_qq_single(\n", " thin=True, \n", " thin_below=0.001, \n", " pvals=pval_dict[label], \n", " ax=axs, \n", " ci=0.95, \n", " label=label, \n", " color=color,\n", " show_lambda=False, # However, `plot_qq_overlay` and `plot_qq_combined` handle `show_lambda` better.\n", " )\n", " \n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "id": "f0fcef08-88b0-4644-94f6-93fed0012515", "metadata": {}, "source": [ "### This gives us the flexibility to place multiple overlay plots on one figure" ] }, { "cell_type": "code", "execution_count": 28, "id": "c62d2e4d-2357-411b-a19c-88da970552dc", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time\n", "import matplotlib.pyplot as plt\n", "import matplotlib.colors as mcolors\n", "\n", "# We will need separate colors for the sumstats\n", "labels = pval_dict.keys()\n", "n = len(labels)\n", "cmap = plt.get_cmap(\"tab10\")\n", "colors = [mcolors.to_hex(cmap(i % 10)) for i in range(n)]\n", "\n", "fig, axs = plt.subplots(1, 2, squeeze=False, figsize=(7,4))\n", "\n", "for label, color in zip(labels, colors):\n", " plot_qq_single(\n", " thin=True, \n", " thin_below=0.001, \n", " pvals=pval_dict[label], \n", " ax=axs[0][0], \n", " ci=0.95, \n", " label=label, \n", " color=color,\n", " title=\"Plot 1\",\n", " show_lambda=False, # However, `plot_qq_overlay` and `plot_qq_combined` handle `show_lambda` better.\n", " )\n", "\n", "for label, color in zip(labels, colors):\n", " plot_qq_single(\n", " thin=True, \n", " thin_below=0.001, \n", " pvals=pval_dict[label], \n", " ax=axs[0][1], \n", " ci=0.95, \n", " label=label, \n", " color=color,\n", " title=\"Plot 2\", \n", " show_lambda=False, # However, `plot_qq_overlay` and `plot_qq_combined` handle `show_lambda` better.\n", " ) \n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "id": "c5e1d9dc-dca9-4740-9d8d-e149f3a020df", "metadata": {}, "source": [ "# Final Notes\n", "-----\n", "\n", "- The `prep_pycmplot_input_info` function saves the hits table as a TAB delimited file (.tsv) with the plot title provided combined with the labels and type of plot (lm or cm).\n", "\n", "- If plot title is not provided, the function generates a random string for the file name and plot name.\n", "\n", "- All files are saved in the user provided output directory using `output_dir`. If not provided, the current directory `'.'` is used." ] } ], "metadata": { "kernelspec": { "display_name": "Python3.12 (gwas)", "language": "python", "name": "gwas" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.6" } }, "nbformat": 4, "nbformat_minor": 5 }