{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Getting Started with Kompot\n", "\n", "This tutorial introduces Kompot's core functionality for differential analysis in single-cell data. You'll learn how to:\n", "\n", "- Perform differential abundance (DA) analysis to identify cell states that change between conditions\n", "- Conduct differential expression (DE) analysis to find genes with altered expression\n", "- Visualize and interpret results using Kompot's plotting tools\n", "\n", "## What Makes Kompot Different?\n", "\n", "Kompot uses **Mahalanobis distance** to detect expression differences while accounting for the covariance structure of gene expression. This approach is particularly powerful for:\n", "\n", "- Detecting subtle changes along continuous cell state trajectories\n", "- Identifying genes with complex, coordinated expression patterns\n", "- Analyzing data where discrete cell type labels are inadequate\n", "\n", "## Dataset\n", "\n", "We'll analyze murine bone marrow cells comparing Young vs. Old mice to understand how aging affects hematopoietic stem cells and their derivatives." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2026-03-26T05:05:18.758755Z", "iopub.status.busy": "2026-03-26T05:05:18.758221Z", "iopub.status.idle": "2026-03-26T05:05:35.603645Z", "shell.execute_reply": "2026-03-26T05:05:35.601676Z", "shell.execute_reply.started": "2026-03-26T05:05:18.758711Z" } }, "outputs": [], "source": [ "import anndata as ad\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import palantir\n", "import pandas as pd\n", "import scanpy as sc\n", "import seaborn as sns\n", "\n", "import kompot\n", "\n", "# Set plotting style\n", "plt.rcParams[\"axes.spines.right\"] = False\n", "plt.rcParams[\"axes.spines.top\"] = False\n", "plt.rcParams[\"image.cmap\"] = \"Spectral_r\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Configuration\n", "\n", "Define analysis parameters. Adapt these to your own data:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2026-03-26T05:05:35.606112Z", "iopub.status.busy": "2026-03-26T05:05:35.605228Z", "iopub.status.idle": "2026-03-26T05:05:35.611998Z", "shell.execute_reply": "2026-03-26T05:05:35.610725Z", "shell.execute_reply.started": "2026-03-26T05:05:35.606070Z" } }, "outputs": [], "source": [ "DATA_PATH = \"../data/murine_bone_marrow_aging.h5ad\"\n", "GROUPING_COLUMN = \"Age\" # Condition column in adata.obs\n", "CONDITIONS = [\"Young\", \"Old\"] # First condition is reference\n", "CELL_TYPE_COLUMN = \"highres_celltype\" # Optional: for visualization only\n", "DIMENSIONALITY_REDUCTION = \"DM_EigenVectors\" # Cell state representation\n", "LAYER_FOR_EXPRESSION = \"logged_counts\" # Expression data layer" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Load Data\n", "\n", "The dataset will be downloaded automatically from Zenodo if not already present:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2026-03-26T05:05:35.613128Z", "iopub.status.busy": "2026-03-26T05:05:35.612879Z", "iopub.status.idle": "2026-03-26T05:05:42.358228Z", "shell.execute_reply": "2026-03-26T05:05:42.356497Z", "shell.execute_reply.started": "2026-03-26T05:05:35.613105Z" } }, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 8090 × 16285\n", " obs: 'Compartment', 'Replicate', 'Age', 'Sample', 'Info', 'batch', 'doublet_score', 'n_genes_by_counts', 'total_counts', 'total_counts_mt', 'pct_counts_mt', 'total_counts_hb', 'pct_counts_hb', 'S_score', 'G2M_score', 'phase', 'leiden', 'phenograph', 'highres_celltype', 'midres_celltype'\n", " var: 'gene_ids', 'feature_types', 'genome', 'mt', 'n_cells_by_counts', 'mean_counts', 'pct_dropout_by_counts', 'total_counts', 'hb', 'highly_variable', 'means', 'dispersions', 'dispersions_norm', 'highly_variable_nbatches', 'highly_variable_intersection'\n", " uns: 'Age_colors', 'Compartment_colors', 'DMEigenValues', 'Info_colors', 'README', 'Replicate_colors', 'Sample_colors', 'batch_colors', 'draw_graph', 'highres_celltype_colors', 'hvg', 'leiden', 'leiden_colors', 'midres_celltype_colors', 'neighbors', 'pca', 'phase_colors', 'umap'\n", " obsm: 'AbCapture', 'DM_EigenVectors', 'HTO', 'X_draw_graph_fa', 'X_pca', 'X_pca_harmony', 'X_pca_noregression', 'X_umap'\n", " varm: 'PCs'\n", " layers: 'MAGIC_imputed_data', 'logged_counts', 'normalized_counts', 'raw_counts'\n", " obsp: 'DM_Kernel', 'connectivities', 'distances'" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import os\n", "from pathlib import Path\n", "import requests\n", "from tqdm.auto import tqdm\n", "\n", "Path(DATA_PATH).parent.mkdir(parents=True, exist_ok=True)\n", "\n", "if not os.path.exists(DATA_PATH):\n", " print(\"Downloading dataset...\")\n", " url = \"https://zenodo.org/records/15587768/files/murine_bone_marrow_aging.h5ad?download=1\"\n", " response = requests.get(url, stream=True)\n", " total = int(response.headers.get(\"content-length\", 0))\n", " \n", " with open(DATA_PATH, \"wb\") as file, tqdm(total=total, unit=\"B\", unit_scale=True) as bar:\n", " for chunk in response.iter_content(chunk_size=8192):\n", " file.write(chunk)\n", " bar.update(len(chunk))\n", "\n", "adata = ad.read_h5ad(DATA_PATH)\n", "adata" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Data Exploration\n", "\n", "Before analysis, examine the data structure and distribution:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2026-03-26T05:05:42.359341Z", "iopub.status.busy": "2026-03-26T05:05:42.359103Z", "iopub.status.idle": "2026-03-26T05:05:43.365124Z", "shell.execute_reply": "2026-03-26T05:05:43.363506Z", "shell.execute_reply.started": "2026-03-26T05:05:42.359320Z" } }, "outputs": [ { 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f32qsonfv3qxevZq7776bOXPmUFVVRVJSEoMGDeKOO+74Be9QCCF+GkU/XFVghThMrr/+ep577jmcTudBiwuLn2fQoEHExcWxaNGiNvvuuusu7r77bioqKn7SCgUhhBBCCCGEEOL37oMPPmDmzJksXbqU448//mh3Rwgh/idSU0AcVW63u9XrqqoqXnvtNUaPHi0BgcNs9erVrF+/ngsvvPBod0UIIYQQQgghhPjVOnCsIhgM8tRTTxEVFcXgwYOPWr+EEOJwkfRB4qgaNWoU48aNo1evXpSVlfHf//6X+vp6br/99qPdtXY5nU6cTuch2yQmJv6qAhqbN29mzZo1PProo6SmpnL22Wcf7S4JIYQQQgghhBC/Wtdccw1ut5tRo0bh9Xp57733WLZsGQ888AAOh+Nod08IIf5nEhQQR9Upp5zCO++8w/PPP4+iKAwePJj//ve/nHDCCUe7a+365z//2ZRD/2B2795NVlbWL9anH/POO+9wzz330KNHD958883DXqtBCCGEEEIIIYT4PZkwYQKPPvooH3/8MR6Ph65du/LUU09x9dVXH+2uCSHEYSE1BYT4CXbt2sWuXbsO2Wb06NEy8C6EEEIIIYQQQgghhPhVkqCAEEIIIYQQQgghhBBCCHGMkELDQgghhBBCCCGEEEIIIcQxQoICQgghhBBCCCGEEEIIIcQxQoICQgghhBBCCCGEEEIIIcQxQoICQgghhBBCCCGEEEIIIcQxQoICQgghhBBCCCGEEEIIIcQxQoICQgghhBBCCCGEEEIIIcQxQoICQgghhBBCCCGEEEIIIcQxQoICQgghhBBCCCGEEEIIIcQxQoICQgghhBBCCCGEEEIIIcQxQoICQgghhBBCCCGEEEIIIcQxQoICQgghhBBCCCGEEEIIIcQxQoICQgghhBBCCCGEEEIIIcQxQoICQgghhBBCCCGEEEIIIcQxQoICQgghhBBCCCGEEEIIIcQxQoICQvwYPQDVn4Cv1Hjt2Q168Gj3SgghhBBCCCGEEP+DkoZyNpdtBcDlc1PnqT/aXRJCiF+Eouu6frQ7IcSv2u6boOif4OgOlmSo/w5ip0HPt2DbuRCsgx7zwZp0tHsqhBBCCCGEEEKIDnD6GvnzR//AHfBwRu9T+HDr52i6zn0TbyK1upKaxXOJHDCR6OHTjnZXhRDisJOVAkIAVH0ExU8ZqwIORg8aAQGAhpXg/AGqP4S6xVD7ubHduQZK/wua74BjfyT25q82zql5/tc7EUIIIYQQQgghRGjg/4O8z9lRteeQ7TaXbyOgBdF0jYK6Iup++AxfeQG1Kz4EIKAF+XrXsnbPc6i5tv6gn9KGcoobyg7D3QghxOFjPtodEOKoc22DvBnG53tuNVYAFP4fuHdBxGDI+RdEj4PwwbDzSiMwkP0kFNxpxNXCB4ApBmoXw+bxxnm8+yDzLmOwf/sFUPsNhPWE/t+DKaz19fMvhbKXjM/jToXeH/zCb4AQQgghhBBCCPH78+mS/xK+eTkBt4/S7iPYMGAkX+Qu5MwaH716j+ehk26lylWN1WTlkaXPkhAexwglgrKCzShWO/7ep1BW7eLht74mf4cPR843vPLHG3BY7Dhzv2fTFx8zt7Qb00+byOSRma2uXVxfyq1fPow74EFB4Z6JN9AjIeeovRdCCNGSBAXEscVfbczmjxkP+ZdBxZtgz2rerzXC1rNBcxqva/bBHqsRKIDmAfugC7afD2jg3WsEFaydm8+jhgb+K+ZCzWfG543rjWBBWA/w7AFzHJijoGpB83G1i2DvXUZA4UANP0DRI5B0EcSdcrjfGSGEEEIIIYQQ4jfLU7wD1eaAYJDiuXfiVCLo7mkgKmis5G/ctpIPXds5tdJJsttPddFuOncfRmpyTwBeOO3/AKj+dj4EA2jBIP9Y6MPz5RdYlCAJiovG+hTMqgmAqi9fJrmxhhNtLtZs7cvkkZn4/EEqat2kJ0aQV7ETd8DIBjClogHlvSfxn3UbltjWqYd1XWfuwq3UOr1cOqMvDpsM1Qkhjjz5TSOOLZtPhMa1kHotVL0Puhfc21pk0tKaAwL72dqJ5JvCoMfrUPctVL5rbPPtM/5VIyD5YgjUQsxJYM8x0gmlXmsEBKo+hLyZYE2HIVtbpCxSjGvvuxvSrgZLQutr7v071H4FzrUSFBBCCCGEEEIIIUJcu9ZT+ua9KCYLMaPPQHPVE0Y967yZDLI1oIWe+v9YXEed2Xj+V8xWzBGxbc4VPewUNI+THa5IGr+zQVDjz4kfkxOoR+s3A2/Ah0kxEdl/PNVrvsKfPIwLT+kFwN+f+Z5te2u4eFpvojKMtEIx/iBj61yAi/IP/0X6RQ+1ut6Owlrmf7UdgO4ZsZw0IrNNn4QQ4nCToIA4Nrh3QO7p4N5svG5YBaZI0DTQG8CUBMHS5vaO3sbAfs0XYI6BYCOYwluf01sMpS+AKQosqRCsN1YaaC7YMBx8RdBnIQzdYbQP1Bv/enYDOvhKoPZrSDgbyp4ztoHxp0rFu5D2p9bXSzjL6HfiOT/vPdB1UJSfd6wQQgghhBBCCPEr9Pbmj6he9iEnAnowwLyGXWQkpJBZUUMXSyUP+SZzhrKebpYyYoIacePPo6GgkvX+TNz76undJb7V+RSTmfzCzRQ4y+k3cgI7GneQVuWHALhqd3DpBzfRIyGbeybeSNz488nSgmhaEICyKhfhigd9z2qG9DmOCIuDBt2FT1WxahrrcRPpaSDKHtl0vU5JkXTrHENdo4++2fFt7q8jdF1Hked9IcRPoOiHqogixG9Z7WLIv8gY0LcmgSu3eZ/iAN3dorEZCM3Yd/SArIeg8m2oeMPYFjkKwvpA5r1gTTHS/GyZBnqoMHDkSIg/M1QvwAY7LzW2J10M3V8yUgLtuxsSL4RANXgLwLUxdG0V4qaDJR4a88C5HBQbWFOh7+fg6N723or+FapbcF/bYMV+uga7bwJ/iVGrIP8iiBoLfRf+7++tEEIIIYQQQghxFGi6xtMrX2f5dwoReiJVyV9wen0ZI+uN5/Nvo+3YgzrDnV4Altl6sKB0EFclL6ZnZmcYezmX/d93YKzX54QpLgZmd2ZSzmh0Xad0/gO4d64F4J3sDLT0rszufDyO0j3MKdtG7L7N7Ai3cufs53D53dz8xQO4/R7uTj0ebet63LU1ONzGpMNgYife7tGVfondeH/tuzgtZqwmKxOyj+OSwWe3ubfSqkbe+mo7w/ukMLJv6kHfgx37apn7+VbGDEilV/4rePblkXzmzYTlDDoi77kQ4vdHVgqI36+yF418/wCBytb7dHfov//9MbEAdH0ddl1pzPiPGmcMqO/XsNz4CFRB1xdg82QgaJzDnAgNK6BhJQzZBWv7NB/XuAE0DzR8b7yu/giCNQd0VANLMnR7Dqo+gJ3XgK8QvHugbjFYkmDP341CxWnXGsGN3TcYh9q7Qtqf27//xvVQ/C/jc1+Z0Y/aL0Hzgmpr/5jqz6Dk35B2PcSeePD31l8N/lII633wNkIIIYQQQgghxGFW7a5ly6bVnNZgYbO/E7P8dXTG07T/hDoPXlVtfp0axuDsfdi2luFJPp4YVxkPxM6jLBDNf5wnsWzHNr7fXEiv2b2xLHuzKSDQYA0n16XhKtlMRkw63asUhm3YRqrZxfAGN25nFRVBD9XuWgB8yz7A7HUTZo9oGmnQq4q55YTHCGpBcssL2bSrHK+jiKV7f+CSwWfzQ9EGfijcwMzeU0iNTGLu51tZvKaQpRuKeeuBqQd9D975Op/VeWXs3FPOXWGbQNdw79l40KCAP6Dx/AebCAY1rji9P1aL6aDn9pUXYIqKx2Q/yAREIcTvggQFxO9X3DSj0O9BHbBIZscFxr++Bih9Hjw7jdemaCM9kGdrqA6BORQQCJ0jUA6KHUwOWNvTqFOwX+MmWBYGkWMAkxEQsGVCxGBI+iPkhf6TL5tjDPqDERDABPGnga8Ctp4DtZ83t8t6GMIHGCsFokYbNQZK/mOsSogaBfXLoPRZCOsHjl5G4CJqjNGXhHNAOeDH3rnWuEdHjlG3oHG9EUSIHGakTtI1KPonKFZIv94ILqwbYPQz+kTo+SaoDvBXgj3jf/iCCSGEEEIIIYQQhxbviOVCs5lk2x76WfdhIUjLxDmaDjZNg9BT/2tb7JwYtgG7orN7w+ekeRsJV3xkWyo485QA87/ozVClkLyXHyPTUYUpdFykr5GLCm282T2Jz3I/Z/jOclSzkZnXZ7FQ8e+rUC02JvboySJPCSuiwxjnjyZ27Ln8sPoDbOUFeBSFyvcfwjNwHNWbu1O3O5GUjBwuP95G9ffv8p+CRbhUnR8K1zMqYwiDeoxh6foiRvRJQdd13s9biMvv4Zy+01F8HurXfYm/qogpcUm4Y1zk9O+PtTILzd1ARP/xrd4nl9/Nruq99EzsxsYdlSxcvgeAEV3sDB/WA0VR8ZXvpWHD10T0H48tOYv6dV9S+emzKFYH8ZP/SFT/cQTqK1HtEahW+y/6dRZCHFkSFBC/X3GngqMPuLf89GPD+0DsKVDziZEWKHEWbJls7Kt+u2173QMBT4sNYZB5G+y9zXjZ8C0oYaC7IP0mo/ZARH9w9AP3JsAHu//a/COpqKBYoOAfoRUNIY3rYMtJ0Os9iJ9pbNs4Fuq/hYYfwNHVCFy0lHoNVL0LgQooewaq34OBq400SNWfQe4poIbBkO1GHYV994N7K6xKM1ImOXpDxauh96U/RAw1VkwA1H0JRY8a13Rvhe6vQ9L5P/39FkIIIYQQQgghOkBRFPqNOot97z9BTdBKCo0QCgaoCmgoqOjooafpGMXFmw2jGBaex47wLK4aejKLdy6j3GLitGFjWb1mE+d530L16OxfcOAHrECGuZrzdmg829VMjdlEdCDIjj7T6Vm2BqqK0f1eBtY0sMgBa9JSmZkxAUXXSZh8Kcs/eJATqxohbw0PuvbgbZgCmMiMSiN+0dPUBnyMi3HwaUIkEY0N9FqygED8D7z70L9QVZVtlTuZt2kBAF01C0mfvw5BPwBRwGyzicSsDCo27wKg6Pm/EHP8GcSNOw+Ah797hryKfCbljOHc3mfSPSOGYZ7lJH75Kqu3ZLGwS2f+sLMIrXQXnsJtpF/8EEGnkdlA97mp/OjfKEDFR//GHJtM5z89jmKyHI0vuRDiCFA70EaI3yaTA4ZshvQbfvqx2y+CzPthZC10fxFiTwI1pp2GB/kRsiUaKXhaihwGcadD4cOw52+QdxYM2WgUGjaHigmZo6HXR2DvDpXzQufqDOHDwN6j+VwV7xj/+sqNQXpUY0Z/zedt+2JNhfQbwZoBesAogNy4xai50LjOaKN5oeAeqF8JEcNDBZPd4FzdHBBQrEZ9A3MU9P0a7N2M2geRo4xURwDu7T/pbRZCCCGEEEIIIX6qiJ6j6Hbz6yRZjEHyfUQ17dMUhQbMRsJgHQqC8ewIpPJm3QQ25HZm24rNzLjoKf548TOkRSZz3tS+bPZ3wqeb0ELnUEzN6XWSlAYGN3iJDwQxAwMGDyKvV/+m/Ym+ILe4kpil9KdiwZOUf/g4OZ4Afzj1TohOYHdMDPVmlYmTTJx3aiob7fMpCZ0+NrUHXeOyGNLoJ90bILN4H7q7wbiuy0Nneyw2k5W8HcubAgJNOQ/MFuyZfQnrOgTNbMzir8xbh9PbyLKC1bh8bnRNIW+Twgcr1hE/cCMDU+sACFbsY1PZNrY7jdoHekwiADHHzSRq+DRQzdgzehGorwR0AvWV6H7fEfpqCiGOBlkpIH7/vCWhT5S2KYMOJlAJ6wdC/DmQ8y8jZY6jS2gQXTUG6r17255PsRnpg/SgUXQ47nRjZj5A/ZID+rUHtl0IlfON13GnGsGBvbcZs+4B4s6Enq+BGlqml3e2sS/9L1D+Nmw/r7lA8v4VEeY4o5gxGH3t9Ddj5QEK5M82NjtXw95bjG1dnoK9t0LZ8819S73OSDNUs9Dop9YIug+cG8HWCaJGwtDtoPlg4xjQ/BA9wbjWfnXfGfUSosd27D0XQgghhBBCCCE6yBPwsiXCSs9aH0uTVDKrkhgRqMCqaFhDw/tO3cbWcDNKsAK9IZ4/RCwldd0+cvNeJ+6Sh9HQsVjM/Nc5DtDpN3Q9l+7ajCUYxG+2YAn4WRkWTpXDjk9poEE1owdcDBl8KttXryDR3YCtYi8xwOqdGvEO0BWFD9YUs6i0kEF+E8NMPh7oPAHz9rV8qNWANci/O0Xzr3F/5dSU7pwKVPXZTuknTxOb2Y99vnpqFs4leusi/oTKYxkxFHrr+TgunGRLGMPKKgAIyx6EJSaJlLP/zl0Pz6eLZz317l7Ur/gvG0rz6JfckzERZ/Hl6np2bC7F1n8PnhgHf8k6mxXBKpIai0h3GedqrChA83tRLTYSTryY+IkXUr9nI3vffQRvWBhdpl2LGqoxoHkace1ciyOrP6bw6KP4HSCE+F8ouq53cJRUiN8gz25Ynf0TDlBBDQetoXmTYjFm4SvWUIHiFqJGQ8NaIy2QKQpiT4XK14waA8N2wYaR4C1o5zodDFA4esCQrVDzJWy/0KhH0LjOCB74S9o/xhQFQZcRLLBnw9CdxvQIfylsmmAEFUxRRkFlzGBNAl9x6GCrkVao51sQNcLYVPIM7LoOdD9ggcx7jQBCp79BzBRYndl8T6ZoY3/kCNgw3Njc/3uIOu7H77WlQB2YIsC9zbj35AvBHPvTziGEEEIIIYQQ4nfr2VWv8cUPu/HvGgBKgPui3yVS9eLVTQQ1lTCTn43edLYG0jnFsR6rw4rq92DWjIl11VYLz6VGEWbqz67VnelmLubM2MWYFY0YXaFs5BSeL1mJV1U5s/dUPviomMaqRCaMTGfK8K4or12OWdGp1+z4dDOlwWj6WotYSQ617jByzOV0MZdjUnQIiwVXDbWKhX92iSGowJ9HXsyYzOE89OoPbN1TTUTPXNzWYqYWFNPP6cMcGjMotqik+TVcqsI3PXtzwrZcIoM6SaddT3jv0SiKwkff7cL67VN0o4DcjC68am0kyd+PvevSm96vYdkrGd81jdEnXYWiqASCAZa+cRudCnaiouPoO4bno3T8wQA3j76Ckk+exrJ1FQDfpCSQm96JO8Zdh/vjZ3FtW4k9ozdpf7j3J33NdC2I7vOg2MJwblqMKSyasK6DD+v3hRCiY2SlgPh9Ux2gRoDm7OABWuuAAIQGw2kbEACoXwo5z0LVBxAzAfw1obYeIyARqD3IdQ4MCJiNYsD137TeHHSCv9pYPeAvNT4A/BUHv4VgPXR9CcJ6gSUdVmUYNQD6fgXxZ0Dh/UabnGdg900tAgKALcUIYuy4FLrNgcaNEDcTdt8Yeh80KPm3UWR4713G6oCwfuDaZNxTsBYq3jSCJfvLM5W/bgQzbOkH73NLlW8bxZUjhhj36d1jFD/u/nLHjhdCCCGEEEII8bsX44hC90QAYNIV/LoZTfdiU4JgCgLQ11pEP2sRigJ4jfQ3Xk3FpmrE+fx0c/vIi9+FtUcpxzcUkuIJEAw9zaZvXcflQ0/GUbqbnuZ4vvDpNKCRv8fJcT1qiAs91+f603gnOYq/Ve8AIEsrJ9lhjCvsDcSREKOQr3QhS8slz5fGHbt3UmtWCQz1U711DeHbP6fO05u6nXZs2U4GOL2oQJ1mo9jkIEZxAhphmk638nLi/vgISaqdXTtWYnnobBxdBjD9nNvYvbwM3Q99auqYfPxEPlpU3vRepVjquaB2O6zehjO1D7qmYUvKpCzlEgI7HyPbUkFhbTH28nJ0RWGnMo9ux8+idNsPqLoOtVBgr2Bn5S7SLVYAfI21NGz+lsi+J3To66XrOsVz/o63dBdRQ0+m/odPAIVOVzyBNb6D4wVCiMNGggLi982aAkPyjFz7++4H7+4fPyZ8CDSuabHBbKQCCta3375uCdQuND5a2ntHO8eYgGA7Jwm0DQiAUSg57yxw/tC8TXFA9uNQMddYxVC3qO01qt6FKsCSCr59xubaRa1n7NcsMmoJ7D9n1Dhwhe5bDYdNY0FzQadbjXRIYPTdV2h86i+BNT0g416o7wS1nxnbG5bBhhGhegt+KH0GPLuMoIJqN4okqzajreaDgjuMwE3n20BRjILJaEaKI3t3o509C8rnwq5rIfkS6PJI+18LIYQQQgghhBDHhLP7zqBvwi7WrHOx5Jv1xJmMgsNeTUFDRVUwAgRAuRaGGuugwpXMhxXZ/C36YxQFJrsUZlQUsleP5IuYOGJClYa7ePy4XHV0/m4BmquO8g1LOdeUQli0izp3NCvKjmOw2UZSwMcmXwa6x0ed6iARJ0lqA7utNmw+B281jqLQGY0pcS/B+tMYa9mOVddJ8gdJMsdSPv8OpoXBKFs+99RNo2/8IALpkWj7tjLf0sh5+fuI8AUp1iPA6kGJTkBf8Bw1A05i3ap3GakFce9ah64F0WISUSoK2RlspKyhEkvaThQgLg6uzIqHlUYQw71vK871X6FYbHh73MTzzolkWIuZVr6Ms3wBdB2UsoV8vTePITNvoGzBHGLqwrjBXUnMnnvZk5aF22Ymo6qYig+fwFexD2f+aiKOn0l8n+YAwdaKnXyzexmTu55AdlwmetCPt2wP6BolW7cQrppQrQ6CJju3Pr2U8moXd/5xJBkpUe1+vYUQh5cUGha/f7ZOkHIp9Prw0O3MidD3O8i40xikbhI4SEBAMWbJu/PbP1/dIsB2wMYDAgLm1EP3qe4LqP+69TbdDWVzjDz/lnaOV8xQ84nx0RRMsED4wNDKBcXYVP2OMWi//5x1n4E/NJPAtRVMoXQ9jm6Q8qeDdFCDgtug7sA++prPDaCYjDY1n0LeLOM907xQ9Z5ReLngdqj/3mjb+e9g62KsMvBsg76Lja9J5VtGrYSif0HZ64d+34QQQgghhBBC/K4pikLf1Bxmn9KP+OwkPnUNoDbowKbqONQgLs0CoSp8u0+eSu/z7sTWbSQ+zE0FhSOd9Vj1IN2opXZPf16MyOTl1Gg+T0nAntWPel9z1oEYvY5kUz3dTfvoueo7koJeTIrOqWFrMFUk86WrB35dRQGSfRr/YRKFwThOtOZxYl0DiqayxZdOccDIw1/yZnPqnVi1EYJmfvg8hQX1Fl5PDKcrkZg0Y9hutbs7j0X2IrmsjEBJPvmfvMmGuJ4sJ53FURPxB3X8WhC3AoUmhdySTSgWH5bMPBoi8wjkGZMQdaCqsRIAkyOSGeO6o9jt7PGlkOJrPV5RsSuM1+cvIyZQySBbAUmKC4Co0r1keAPogGILo3bTYoIVBaz//BkqqgtDxYnhv2ve5Jvdy5iz7m0AVLOVpNOuJ6irhDfsYVv0cXS+8t9UeCxs3llFeY2bu1//En/QjxDiyJOVAuLYEdEPLGngL267L2YyJF4Em8cbfzKY4yDzadh91SFOqIfS5hyK99C7AwepC/BjnMtD/7Zc0WCC5Esh4WzYejoE68AcaQQO/CVQ8gQ0bm4ndZECtiwIHwDVHxibtHojgBHWH4qeBte6Q/dH9xo1Fxz9wLW+dfAjfAhYEpvrKNR+CWu6Q9RY6Hw7qFFgSYCwnkZ7c4yRfqgitKrDF3qP0v8G1QuMQMTu6yD5gp/33gkhhBBCCCGE+F259Iwcbnq0jnRzDTEmo66fWdFZbe/KkIknsWVzMf0X/pVsJcDfx87EUpCGVlOMBiz3dsWnmbk1+iO0SghWgqooqKWVhIXO79NNzRPsgByKmwILSaYGzrGu45XG0VRYN5NmrsWh+1F8dfQIL2GazXie7mYuJsda2fRIbtKaB7/dqgq6ig589y2EZdVycVU+JkVnvTeDvKihXDLWjrmojuJlH/KNpxe9Isbxac026qvDGLnsW8KqjGfnExo8WIAwXcdrtbMxpzvBhhKor0EBbPnrmZuVRnR6D1Leuo377IXsMiViDXXMp6vk+jrxgXsYEYqbAREp2GNt6FY3EfWVrHM4GFPvpkRLYG+X2WilS+lq+4FlUTY6z/k7DR4XSbNuJSk8gb11RQxO69d0n2FdB+NRbYTrbnb465hks5ORYqFzmo19xV7KS8ws2rqWKX1GHNlvGCGErBQQx5iMO9rfXvs55J8fmkMABGqgcv5PP7850Rgc77DQHxWmuB9vgxUSZx/8/KY4SPszOLKNIEfkaIgeFypIrELYQAjr286BupFWSfO13qw1gmsjuFY3D/K3WkGxv3uO0Gl8ofRDBwQdGtdC+Suh1EkKOEIpgeqXwJZJRgDCFG4EBsAo6tyyFkPt58a/RS1SBgWqYU1fcK430grpgdbXdG6AgvvAvaP990oIIYQQQgghxO9Gz6SupMZH8JpzNDv9iQAEdJUoZz3fvvs1adu241CM58aqfUtpDBiz3nVgQVwEViWAqhgzZ22ARTeea5uexpUgdbE98Oit59buf/r1hYbX1vqyjGujosZXUp9dii90TLa1EgUjay6AV7FSrEew0JzKB3GncFKOxgzHahI0DydXuzApOroOm5N8DBxfzkndjyMjMYKoTllMGN2bE/bN4Z7YdxiXuIPkHt0IqGpTf2KCQQY4vQyvrmNGXiHVNgurwy34gWKrmVyTn6VlW0itLcGk6HRxNGdHsKkaA6wFnBa7mfMillEQiKbKU88ndj+RfpjU0EierxOP1U3hvWVl1BQF2EsCtZHRmDxu0HVefPlTKr5wg9dKdmxG07kLiqupNEeygxi+d3iodteyq6iOkjIfoDMlejner55k445lNGz+1kg31EJAC1KzYRH1675E1w+c8CiE+CkUXX6KxLGmbgnkng6aG+w54N7csePMnSBQ2M4OS+tUOXBA7QClndn5+3dFQsw4qPmo5YWagxMdtv8aJuMvjAMHyQEUO3R9HvbdA55isCaCb2/751Fsxuz/Azn6GoP/nu0d71rYkOZaBeY46P0FbBzauo0pBlKvBGsa7LrOWA2wX+d/QOa98EN225oQargRvDAnQrcXIX6GkY5ozy3G/shRMGBZx/sqhBBCCCGEEOI3yeMN8OKCzSxesYOpnYuIophBjcZEsW3+RHpYKoyUN8CiGAeD6jXiNC95dCaHYqyhZ/hqRaXCYqWrz0NVTBzOOj9VnkTeaByFudf3/Kmsnhy9Gk1ReKR2KhGql12BJIKY+EP4d/S0FPGRaxDK6Ey2b/PTvX4XZ5g34DJFEa21Tk38aN0pFATjAJVboz8kxVTHNnM0pTaNsY0NlCgOnsiJBGBSo86kkgoAGrFj1X1YFI2vHAnsSziVYf1MfJr3AXGWMDKrqjixqqHVtfbf+5rEeN5o7EpSRQzDY9YxPpRGOGbc+VQtnosJ8Ggm7GrrdEIbzDEMCE3gqwqG85R2HjHeQq6PMOoLxk/+Ix9vamBf/h7G27eQaHLytT2R0qG9mZY9lriP/4unqhizYoyPPN84kQfvv5JVG/by8bwPqQhGcnPMJ8b545OJryoDRcHRZQDJZ96MWw/y2Pv/4LwdxjhG8lm3EN592GH/PhLiWCHpg8SxJ3osjCgCXQeTA/Ivg7KXWg9Et6fdgAChgIAVaDnTfv/M+tCg9cHoDQcEBDCKB7cc1G93gP6AgsVpf4XiR41tBwvz6R7IvxAy/wn7/tFOQIDm4EV7AQEwaiv4ig5+P5hD76NmfJ78Jyh/ocXp9eaAgBoBmtP4syRYC4UPgiWl7deh7GWoX9k2IGBNN94nrRECFVD6vBEEKHu5uY1ihT23GXUKTOGH6LcQQgghhBBCiN8yu83M1WcN5KKpvYkIs+KrKmbjy/ezvT6CvpZ9EHok1RUos1moVq3EaV4SgzVYTc3P1wsbhjEzbC0mFRJrq8l1JFDbGE1ceCkjfBV0pZE6i4XXXEMptZvQA9GACYfiZajNeG6dFraeu7aqZJZHclbkBlQgWqtnTWwUOXWNRAeDBFAImMwQNCbn7SGKFOpIUF10b/TjVhU+7pZKgs1Kpasat99t3AOw2ZfCSk93cqJ3s7h4MBOrf0CrdHP26AnEfv0WLsXETn8CsaoLmxIgXPU1rXroXdvAVZ4dZIVVofigRrWgm4I4d64iAmhQIlntTWO8YxsAAR08uo2uuou9/jjc2NgSP54ZKT8waPt6NB08mPlszXtMqKohLDIRs2aMLZhsLjaW5lFZmMe11eWYQ50I6gq7g/Hc9cGbjMzP5eLIPApUO7kOK8neALEZfaGqDHQd9671+Ep3801JkJ0lUbgUFZui8tH6eroGyxjaK/mX/DYT4ndDggLi2KTamz/PfsxIr1P2QusZ/WH9jfQ5HeJrf3NTQOAQqwUOpLsP2GBtUZtg/6qEAwoWB+sh7XpwbQEtAPVLQ+3sgKf19ffdCZrn0H1Q7EYQ4UC+fT9yH6FghuIIFUT+zwH9rGn+PKwvZN4D2843BvUBApXtXLOo/UBE0uxQSiETRAyCTjfDun7gL2tuU7/E+HBvg17vHPqehRBCCCGEEEL85kWEGSl3rfFp2M67nm/f2UB2XQkReFEV0FQVT2oWc6rD6O7JJsdWRAJONB1qNAf5gTRqtG041FoUYJy7EsIqGW41U2yKBBqJCvj5s2U59ZqdJeZeLPL15ZKIxeh6aPG+SSM6opikhmhMSvNT9OCaehpMCgFF4bXAYBqtkcwwrcEUYeX9TA+rfDFcW2jMxndoOmpjJD31qcRkVrAleg3fpWisrNuL6grStXYbPl8YadZapjg2ghv2rK0hKqgRhcYjruEUBhMw4efipE/I8bmoCYaTTh05pio0HVQFVjb2ZETENurKdhEBVPrtpFman90VIEz1ogbBZKnlltrz0RsU+lYXo5iN+32idjInmZZh03X66uXEXf4ou7Yu55MN21F8NXR1Gfe0//1R0bk38m0+3NCXqmAA7BC06LyaGkOsPZq7fD7cgBoeTXjXIWyoieC5+WuAQdyt9CHZ3MCJmxdQlvsh/r/eiSUq/ih8pwnx2yY1BYTYfSOUPQ9qJCgtcubrP/PHI+0mMMUesPHHAgIK2Hu0v0tvueTvgFn0aoRxXNkLUPw4ZP0f9P+6Rd2B/QP7La7f3sqFA/ur2tq5h47cx/5m7aU/UsCc1OKaEeDd1xwQOOhxtP662HJg6E6IPQn0UIDEVwR137YOCLRU9S40rIaS52DtAFg/FPxVHbsXIYQQQgghhBC/ObWeeh74/gmqkxexoEciO8ONssG6DjEeMxnVDiq8sYygCF2Hnf5EYlQ3f4r9lOeS4ynSI1udz2YLZ/zAUyE0UK4oEG3yMMW8kWilkW7msqZ6AVG6nxH7IvihoS/Lo/sTwNR0XFRQx4JOtFdlWHAjEx25jAuuJ9MboIgolgc7U0k4y9L6UJLXje0/rGPnpmgennIbQ7KGcd2+Gv5atY8Zwb3MNOURo7kpNNmpMauU+JxN/a3XwjCpENXJydzkGJw4SLfUocZ3QlNUPLqZF+rHkm2pIFbz4dB0XnGP4IWG8bznHIa2vyCyYgweBoECq5XhVmMFwYLGodQEw9gaTMdviaK/VgehgUZbVSkvrjXRqzCGS3e7ifcaKZcbdRvBUGDArOicYs7lI30o67RUrHqQO/uexWOn3Im7phiAQGMdDfZw3li9qOm+EtV6rov4lH62QnpZiqj89FncBbl88+lX/OGuhXywRGoLCtERUlNAiL13Gnn2I4ZDp9tg66mH4aSmtrP5IfTf44+kKTqUmJOhduFBBudVGFkFpmj43ta6zkGrNEYt+6Yaf5aYIo0aC4odtLpQCqMD6yTQNk2SEga66yCdbXEdR28YvAnWDgJ3i9UXpkgIts5ziDnJKPTcpk5DyzaJEKjq+HupWI33rOU99f4E4k7p2PFCCCGEEEIIIX5TXD4313x6Bw1eJzce/ycKF81hYKGRRsgfWoe/2x9PF4sxYaxplj9wtzqK+spspjrWEqc2YI6qpJ/Xg2K2ogd8aKF18rpu5ht3bzb6O3Fz9KfN19YsFAbj6Gouo5R48jzJ1GkOwlQ/DUErUSYv33u68Y+YD7AqGl6rnbf69mH9NhOBfT3pYi4nWa1lRtgawlU/+dlnMPnc86hduYDqr15puo4fM//URlGbswPFFCTV6+e80npKAgmYvSppDh9LPF1xxZdztrMAVQuyI9xB10YjQ8F37u50tZQRaw9iDjhx6nb+r3YGHtXOIHs+PWy76aNVE676KAtEkmw2nt//UX8aDYEoQOehq0fRLc7E3qeuwKQ0j1Usd/Qn27mHZFM9uyx2vo63Y2kYxXnOz7EoGkHdCDh86e7DiY4tAGwy9yKOUuL1euzB5jGVd7WefO+IJ7HOxg22JViV5n1FYd1Jdxl1D+c7R1AcP4ynbhx/xL6vhPi9kPRBQmTcZRSodfQwZq8nnAeVb3Z8Vny7gmBJg6ATWhUSUsGSDP6Sn3fa2s8g80Eo/jf4D0ypo8HO6yD5Euh0BxTe3rzL3h1c64zPI0dA9HhQzEaaobpFRk5/CM1bwEiy2K4DBuqT/mAEKbwt6xPsT1UUev/UMOi3CPIvBXuX1kEBFMh6BPY90JxaKFDx4+99y9UFB+p8F5T8u3UqIv2A9E6mWHD0OvQ1hBBCCCGEEEL8ZoVZHfxryu00eBvpFJ1K5ylXs+OtJ0mpK8ISeuStVm1khtLoKApoOqzyZhN0pxPERKTJzSBrIcFQRl89YDxbfpjVn8VrB5Kk1jHVsY7B1t0URCfRqa4cBVAVnUxzFaoCaVSR5qhC141pbTVaBP9XNw2TCgHdjFXxsb0hjh2re3DOyTF89M4+ron4HJOiEww9GsfVL6NqiQlLv/Fs3vAZOZUV+FV4tlMMg2zljNtRyg6HFce0K9lQW8CYiAxs7z4OQTjVUgX1EERBQ2FZuIkujaDqkGCqI9Vchx4wnuRjFA/RqhuXZuePZ43EtWAllXo4z9RNwqoEuCLqK0pNdhoVE2pUBdPHZtBgLuKpzaupU6ZzenAhUSbjPTqpXyb5FdFU71xHUUMaJWoklSWJlJtOJl51cmr4KuIVNxmmKty6GQtBNtVGcV5EHgCFVhNJPh0rGvXuBKJ77+XuLlPxfPY1AJt86bzdOJLjXNtJNxaBEB9eiaOvEyHEj5OggBCKAhFDml/HngiVbxyGE2sHBAQw5hIcGBCIHAPOFW1n5itWMMVD4ID2wTpw9GkbFFCsUPGq8XGg/QEBgIZlkHq1kYe/6P9at2uqI3CQGgkHDtbrPvCGCjCH9YX0v0P+BaF2+2fxK1AxH8rnhF6G6g1ghsjRsOcmYyXDwa5xUAesxlCiIWYchPWGuJnNBY7bK9QcrIGG5eDo0sFrCSGEEEIIIYT4rYm2RxFtjwIgNbkrVV4vphZz4AaainEpEKbDFl8amm5ipH0Xw2y7WePLIMfUuu6djjGG0EWrJz9pM6d7C+gaauNscBpphQC7EuBbRzbdw3Qs5WXEqS4UxXiKTTA5GZzoJdWZ2/T8289WTJF7E4M6/5EPIzfj0SyE4cOkQKFip1NlCXVL38L33bt0N4Gq6ziC0MXtJaOxCrum06fRy/fL3+fi8x7mlXVv44iyM7LegxIq7Lt/Fv+F5U700FBIsqmOgkAc2/xpNOo2nJqN4mAsJnMA044fMKGRaGrgnNNG8dHaMm7eE0+CrYoMvZG9ATsJSRr/XTufOk89sd3SeKmgB5f6c4mMiKV241KSPTXkB1MYY99OV7+DJ2JiOJvVRJucROnG83yGvRyHZowfNOhhfOwawMD4nXRyO9GA/1oGY+vm44HUMZSqXYiKTEBtqCQrrB6HVssk22Y0HX4Id/B1aj1x/hXo+jQU5WCTHYUQSFBAiHYEajrQqD0RQIuItL+0Y4c5V7YOCCgWYyGjOab9HPmNuVD/RdvtbdL9mJsL/x5Y6LhiLpijjZRB/4vyOcZ51XDo/y3sur5tSh8dCLrBFGesGvCHgggEoOF749OWdQ7s2aAHD1h9cADFblxv6zng3RW6Th3UfGh8AJiijA8lDLzbWxxrNbbv/DPsvt5IGZV+3f/2PgghhBBCCCGE+NULV32tpqGpQIRuDJq/6JzEo7GvAWBSdIbbjGfSgkAsKWE+TL5GY229rtO/YA8D2cPmYDqYjDX1EZpOcTAGXQeTEuSHZCefmiGo5zDaXclJ3jKsikpteDor94bzr9htxpN6KG1RVLKXuWsX0FCdyfOmMK6M/BK7EiRN86ArCgq6kTZHA68CZh1c5Zl0VvKNQX4go6yIGk897qJ8unr8eBUFq6Yzr3EkCjDRvtlIARQ6IFb1cF/9TIJBM9icpNjLuML2JQWBWBq35Br96j+erOE9yP30LcaHV5JtLcOKhhcVa+4Q6sLi2dToQg8WMUWpJVILQn0lhO7LFJrMZwtzMCyjmIzculbDEw5NY4W3C3VaBPmJLiL6ptE960Sc7z6K22KhLmkX1xTW4i1eRbT+BpsDGfQLd6Bl9SHStRZzoXGy/EgLx3kU8qszOe2mBQwYpHLF9GGkRaX8gt9hQvx2SE0BIQ6kB6D8NaPWgG/fkb+evTt4Wg5aHyyff0ccULMg9S9Q8tgBbRSwdwNvEejtFB0+GEtn8B/i/VAjQPuxZXoHBCfCBoJrfesmGXdD2ADYetrBz5F6LUQdD5XvQVh3KPy/Fqsc2utbOGiug69C6PO5UbhYCCGEEEIIIcTvlq+igPoN31C9cgEBRWFNhI3jG4xnyS+8PfEFbYy354Ku4DD5UIFcXxq9rUbh26a6A6F/P3f1xWHycYLNeKZ3aWbCVGNy3oqUJD4Nh9MrnHjRWBkbwblFdVR64ljs6sMVkV83FSYuCUTxktqHyb4SdgcSOSVsA+Fq6xX8Pt1EvWZneXgkSSNHsGVFkJ0lDu6JeQeTolNhMbG0UxpbHCYu2l1KJ7fHWMOvwzpfFkNte8j1pdLDUtq0akDX4e24WOKK05hgz6XCnERy0Jic6NbM2NUAQYuNBt1PbODgNf321wfQQqMSfpsd3evFio6ugx8T9aZohv71Cfb++wp0jzEWUauouP3hNOoOCgLx9Ilzkzp9Fqu85dTXlFJbEU/m5iUMMRU2XculWQlTfezwJ7M92s4kXzGrw0xkeoOke/2sDabzSt1E1Igaeh5fzMMn/f1wfgsJ8bshKwWEOJBihuSLjdntu/4M5niwpoBrS+t29h7Gj5Bny8HO1DGBhuYUN2pYaPD6p2i5IqDFf9LhQ6Hm43baK62DEB11qIAAdCAgQNtBeW9x2yZFj0Onuw99jpInjA+AqpZphFp+3uJ92b8SIe16KH7COIe9l7HKQDGDLbMDfRdCCCGEEEII8VtmTcwgfuKF3O/Mo9RTy0kJvdF/WApakJNsW9nhT+Y2/8lMn5TA0n0fQmlnxunVAAQ0MKutzzfOkYtVaX4O3x8QAMjXPUyqH8rAeiMHfoQtksSAn0RzGeFhvqaAQL4/gXddI7km6gui7D6GsqfpHKs9WaiKTmkwhq88fTjZsRGbyYkp2JtNxfsAna3+NGLURl7KMuE2+8is89LJHZo0FxqsH2Q1Vj30spaioDc9mSsKnFVTg9tRj4qOrjdnTnCE7sXs9xL7I+/rgYl6CpUAnRQV9CCKAlaCJGjVbP/qfRqUROJpRAd22WwM1huABnLM5Shu2PfBo+yJCWN1lAPvxhMI6OkMCivEbYrE69fYqafRjUJWeXMY596AVfczyp6KJTqcwL489Ggf6bFeKsPy6BwltQSFOBhZKSDEodR/D7YuYImHyrdg+4WhHRaj6G7iBVC/xMiT3zTQbjIG59XwDg6U/xi1bUqelpIua86f38YBM/MxQ/aTsPvG0Mz6Q5z3p7KkgX//IL85NDivQ8RQcK4+oC+WtkWLfxYFIkaBc5nxMmKEkY6pJXMKRAwwBv9RjK9lp1vAWwDbzgFrJ+j/PZgjD0N/hBBCCCGEEEL82tV56imqL6NXYlcCtWUUfPIflL255NrDeSUtkqSIGGId0cQ3NDA9bysBTWF+4wjOiliNDT9BWzRmby1aqEhxQFMwq8bzbhAIKvBUSiI1ueO4PPJrAmY/axM1elerFDoz8Ia7mK7tYqMlildsPVBjyrivaB+2FkN0bnsij5iHU7UvGiJq6etp5LLIJQA0qiYsQajXHCSYjHGH7X2HkpeQQN7mfK6r2ItdCTQN1u9f2bC/vwArI20Mb/A2PakXma1U+GOwm930CDaghravTUmhW0ktUYoRaPDZYrF6jeDBmqRkysodDKeCOBopsFhw2kyUWc10cnvp4W773L/Fl4YOFAfjGOvIxYaGDuRp8WSbarDrxjjFf9K6Ul4ynNoqMw5LkPsi52MmgKbDe65hfG9L4NxBtYxpcBK0xbDS1Zlu2an0HzWM8g8ex5W/mrhJFxEz9OQj+a0kxG+W2oE2Qhy7oo4HWxqoNog/EyJHgS27eXBbc8PAdeBrXspGxl3Q+xMjIKBYfuQCClizQ4PoB1m4o0Yd/PC4M1oHBKydDzjPgTG/UB5/S3zrgIBihfDhP9LXQ7B0OqD+QSD068UE3v21FVr2xf8/LFQ6YA6CawvYsgBrKPhwgISZkHkP1HxqrJwofwUK7oPcGUb9CNcmWJUG22f/zP4IIYQQQgghhPgtibZH0TupG4qiYIlNoaL/5cwJzmB57Gn4dvaneH021w27kgts6ai6hlUJ4lSjyfzrqzgyemP21vK9txvPOyfi01XMqk5d0I4bFRNg1aG/MwUtpZ4lSi/iVSdnVjjJ0Rr4vk8p32c7uatTT/5bdiqBgl5oNSnMSY2m2qyyy2RnfWx3Ps3uRFVBLFZdZ7Ypl3PT8tkfMwjXgliVIAkmJ9v1OApsZj5wFmAqHkT1nhO4p/YMyoPGWEJleA6qIwIADYWAplCuWknw6dSpSlM9gnS/j0FKOTFenWCL5+4YemHHSGX0rac7C6uzAPBGRFMcdLLREUECjahAlt9Pns3GxGpnm4CAFqrd0MdaTF9rMSc5NmMLjUvUBu2UepOx60aAwIeZ8i39yYpLQVHgjzErCISKEasKnBH2A38My2dql2EQ04nAtu/oVzCPf35UyJp3XsO1dQUEA2z6+ksuuPMztu6t/iW+rYT4TZGggBAd5c6DhuVGyhlLQmjbdth2XuuUP5HHNRcr1v1GaqDEC8AUmomutpyRroNvV2gQvXmZYXMwQQWttnl7xAhIudIolGtJAfMBAQPfvtbnaTqfvfnzirltayXoGqT9FczJB7l5y6EH8f2FLdL27Bc0PvyFBzmonX4CZDxoBBkwGUWCCQUtmjvb+nOtDvzVoUDDgX0ASp+BHVe2PkflXCNdE6FAiuaEivkHvz8hhBBCCHHMueuuuxg4cODR7sYRMWfOHGJiYppe/57vVYiOWLyulHV1MWzPt6LVpBCoTWDrthIa1n3Z1Ob8wR7cegOapwEAm6OOiqhMKvqexqZgCs8HR1KhG4PvdZqDrwr64HYpjIpYSXRoQDugmQk6o9B1yCkwc3nE13QyVaEEbAwecDLB1Gxqom3s6JvORl81KHCCPY/B6h4iGorRgPJABGWqmTVqAu/5h/N8QipPd46j2gxfrtyH1xfEbVJ4xDWJO2rOYGHcFOqOm01pMAqzomNWdZI0HzleHyh2Fpq64sfUlM4o1ezEEnru9ukmckq/wapoBHWFLb5OjHfkGvfvrGN6VSNdPV5KA9EANGg29tms+FCbntz3/1sTFUv9gPNxEk61KRG9xb5Yk4dxduO8CmAlQB9rEcU7d3JRl2V0De7ErmoE9VCNZAX6+HZQseBJGhrdAGio3BU5n8ItG42TqmbeqOxDndPH2q3lR/C7R4jfJgkKCNFR4QMh7S+QeC5k3gvhA6DTTRAxpHW7LROhcWPzALvuBV8ZdH8d+i+HnOfbnjusP1haDMg3FRpuMZs/arwxG7/idQjWg78U3PkQOfYgHW4xo173hFYkhAbGTdFGsKJJAPLPgUBVO6cxhwbcDxjEV6w/4VeI6YDX9oO0AwpuhWCtMcCvh4Ituu/g7QG0+oMXEQZwbw0FGA7MdAj4SiBqDGTcE2q7HfY9AJ6CQ19TiJCLLrqI005rWxh78eLFKIpCba0R2HvhhRcYMGAAERERxMTEMGjQIB588MFWx9TX13PbbbfRs2dP7HY7KSkpTJo0iffeew/J9ifET3PRRRehKApXXHFFm31//vOfURSFiy66qFXb/R/x8fFMmTKFjRs3tjquZZuWH/PmzYMWP/f7P5KTkznjjDPYtWvXL3TXQvw0P+XnpCP27NmDoiisX7/+MPe04+bMmYOiKEyZMqXV9traWhRFYfHixR0+14033siiRYuOQC+b7e/v/o+IiAiGDBnCe++9d0SvK4Ro7cwJ3RjaK5lLZ/RlRJ8UBnVPZECvTihWR1ObHYXLuGnhfazPOoc3/IP5KCaKi9K+ppu5gaHX3MZdN53D5yl9+dg1kMcaTsSjW1Fccbj6jGSvzcyXnt48Ujcdf1k/RpfpzCKPPtYiTonayMTeCjVbviNx3w6GVNdRvXMdp/WZyMguXzI9bH3T065JgVcaT+CfCdm8VjeRJQ09iXT2JDEsnkBFOpa4YqZHbWFS5HoCKtTp4awtzuXe5RuxK8Y4g1c34dKs1AXtfNvQi4UVx3Fz9bks9XRH140Z/ahmnJoVU4vnbFXR+VPU10Sq3qYVCzpQnVRNpc141rbYrMwuq8GnmY20RC0eYcyuWmI3vs637m40eozURi2TDKstHtd9QEUwgr9Ff0T/2h1N2wuUCD539aVBszWNlqzY5eNh/9mY0FAVyDAb4xp+PcB5nbZxZl84eWgKAA0bvqZhY8f/HxDi90wKDQvRUYoK2f9qfp3yx+bPzQmw54bm141rIRBKp2NJgrovjQ9rZ+M84UOgcY3xX2BYH+iz0Eh9kzfj4NevX9z836UpylhN4NpgxA0UixFIMMWEBtQxztvlCcidCtZkGLwJ1vQwUh0F61qc2BoKPgTamb1vhuhJULuwxftgBj0A4f1bp+sxJRgrJvR2CiVb041ASulz0LAM8Bzyre54LYaW9RaU0P3XtG2muYCDFXAOQP0yqF8KkUNgz9/AuQbqFkPsVLClQ8KZHeyP+DXQNZ2GvRX4nR4sEXYiMxNR1HYCQr+gl156ieuvv54nn3ySsWPH4vV62bhxI5s3b25qU1tby+jRo6mrq+O+++5j2LBhmM1mlixZws0338yECRNazegT4rdG0zW2uoqoCTQSaw6nZ1g6qnJk56d07tyZefPm8dhjj+FwGA/1Ho+HN954g4yMjFZtp0yZwssvvwxAaWkp//jHP5g2bRoFBa2DxC+//HKbwcYDfza3bdtGZGQk+fn5XH755UyfPp2NGzdiMh0YJBeitaCusbK2jHKviyRbGCNikjH9in5Ofkk+nw+r1dqBlm2ZzWa++uorvvnmG8aPH/+z+xAREUFERMTPPr6joqKi2LZtGwANDQ28/PLLzJo1iy1bttCjR48jfn0hBHTtHMOdfxwJwJRRWU3bI657kcL/3kiguoSYgIZPC/DW99XUNPRldNheOlcvwVW0h7lrVTa40hg5aATf9ZsL/koclV2ZOXIgp406g7+rXvI2WtDLw8hqqGC6UgEqNOoWvPZaTl73LQU2M87IaFx6EF9cEvO3fMxZsRFQawzS7/NFURWMoCQYy3WDr2QxhazbVsGpQ4aREDOGRxavpa9lH5Mi1wCwN5jO4NRVOMyVFNVm8kMgmzRbBV+nKOwqHsyg7EjG7P2ePpZCXnWOppQEFGW7MZXOEU5EYx1fuftQp8bgtUVzHp82TbNr0O24glZSzPVc3GUk6uju6O8+jt3fYEwBDP3XtX/1gQaYQ8MZnax1pKnNGRFaPqnpTSsFwKebUdFRgU3JqeSVRZATdDElbDNbg4n0oAIAU2MF55i3YQ6NDUSbjPEGiw7pDTtJb9iJa8FybGPPpeLj/wBQqeqsUdxMyD6OOIc8Y4ljk6wUEOJwSL8WMu6FTn+HHvMg51mIOgESz4PUa5rb+faBdy8kXwRZD0P8LHBthrxTm9PZHMgcF/ok9D9o2CDo9R70eheCDaA3QNY/odtLEBcKKth7QPc5RnBC9xjX3HY+2Lsb+y2Jzec3hbUOBphTWqQ4CkLd1y06o0DnuyH9BiNN0n6WdAhWtggIWJpXJQD4CiC8DzSsanHdKHD0bftryJLa/oz+lqyZYIoFNazFRr39gACE6kAcimYcX/466KH++Epg9/Ww9SxwbfuR48WvRXVuERse+5Rtc75l1zur2DbnWzY89inVuUVHtV8LFixg1qxZXHrppXTt2pU+ffpw7rnncv/99ze1+fvf/86ePXtYuXIls2fPpnfv3nTv3p3LLruM9evX/yKDEkIcKavq87lmx4vcW/A2/y7+lHsL3uaaHS+yqj7/iF538ODBdO7cudWM2/fee4+MjAwGDRrUqq3NZiMlJYWUlBQGDhzILbfcwr59+6ioqGjVLiYmpqnd/g+7vfUKuKSkJFJTUznhhBO44447yM3NZceOHQhxKJ+W72HE929x1tpP+fOWxZy19lNGfP8Wn5bvOaLX/Sk/JwsXLmT06NHExMQQHx/PtGnT2LlzZ9P+Ll26ADBo0CAURWHcuHEAjBs3juuvv77VuU477bRWqxCysrK49957ufDCC4mKiuLyyy8HYOnSpYwZMwaHw0Hnzp259tpraWxsPOQ9hYeHc8kll3DLLbccst3f/vY3unfvTlhYGNnZ2dx+++34/c05sFum1Pniiy+w2+1NKwD3u+6665gwYULT65/TX0VRmn6fdOvWjfvuuw9VVdusVjrQRx99xLBhw7Db7SQkJDBz5symfV6vlxtvvJH09HTCw8MZMWLET1olIYQwqFY7yaf9haihJxM3+VLun3gTZ07sTnZaNJNOOgVXWBoFgXg210fj9QfJy3dxw/GXMXvYdMydtvN+wRusKlxPUA+i+60EAyoVwUjqdBsuVeHZrFi8DcbzeazfxOZxM+h35TPEx6QBsCImgsQZ12A/7R885TmVV1zjmHxcDicM7ER+QS1pahUp618kpWY9ZpNCjTmBRt1OnWbHrMIobyEDGz1MtWxjoiOXkqw0Lq6q4OLor0nRS+miFJFjKefOmPc4OaGQmDFnEz/5MjSvkZInmFDKt405bK+1UxyIpioYDsDqSDs2q/H8rxXvJLZgG0pozMKvq1QnpfOldSBVmtFeBcI1HcURRV91DzVa87O8TzdRpxl/S1UTBo5oCsN6sSeYxOP1U/gPA5nfkMr31aOI1ozf0Z2UehRAU80sC/Ylw1TVFIBQW2Rc0EJjC/6aUvy1ZcYkTUVlbt6nvLX5I15aK2mExbFLggJCHA6KGTL+AVn3Q+LZ4MiG/kugx1xje++PIf1mI29/6rXGKoNON7euCZBwJqRc1fza0RusGdDnC4g9JbRRBdc62DIFwnpD9pNGQCDtaki+GLr/FwauN1YFRAyBiEHNC4KqP4CE02DIdiONkSnWmFlvz2l9L7Z00BpCfToLoka32KmDZxt0+Sd0+T/o/A9IuQLCBrQ+h6NbaMHf/m6Hhwb6Qzn/Ey6AUXVgz2ydIon9s/pDARBzCmQ+0Db9kL/MCAB0ZEVB5PHg3fcjjULzEcrnQOMPxqagx0iRZE1tHUQRv1rVuUXsnL8cf7271XZ/vZud85cf1cBASkoKK1asYO/eve3u1zSNefPmcf7555OWltZmf0REBGazLO4Tv02r6vN5rOgjqgOtf2dXB5w8VvTREQ8MXHLJJU0rAAit3Ln44osPeYzT6eT111+na9euxMfH/0/X3z/z2uf7kVR44pj2afkeLt+0iBJv68HjUm8jl29adMQDAx39OWlsbOSvf/0rq1evZtGiRaiqysyZM9FCubJXrTImgHz11VeUlJT85BQ4//znPxkwYADr1q3j9ttvZ+fOnUyZMoUzzjiDjRs3Mn/+fJYuXcrVV1/9o+e666672LRpE++8885B20RGRjJnzhxyc3N54okneOGFF3jsscfabTtx4kRiYmJ49913m7YFg0Hmz5/P+eefD/A/9bflOV955RUIBWwO5pNPPmHmzJmccsoprFu3jkWLFjF8+PCm/VdffTXLly9n3rx5bNy4kbPOOospU6aQn39kf+cK8XtkS80hYfIfGdz3RLJiOzNjTA5P3DCOIQO7knPVYxQO/wtnnTyYsYM6ceUZAxjZeTDHZQxFUZonu908+koivJkAhCfG8J/uXfh+wgz+MfUO0s1OvLqZT2xZfJD3OW9s/IBLB5/N9B6T+PPIi4jsN470Xv14/tZJvHDbiVx5xgBMJpXuGbFMsm8hxbUD69q3ePG2E3nk76eTNuokolUPlwz2s8NhocFk9ENB59TISCKCGv0avYw7bhprA10pC0ahKmB3FhJz3GlED51C+h/upWToBLKmnIU5uppB1j2kmeuINzWihMVwvNPJpw1D+DY8mj29B+OvMGoJaqqF2CtfJueCe/nUm4wlNAbQVF/A40RVdLYGO/NR/Gxye5zB/XWn8Uz9JADicfFpXXceKRwGKOwNJpLjDnKfay1nhy3n1cbjeKdxOG83DqfUGs2e9CkUeiMJhIY33ZqZ3GAia72ZBHSVAn88FUoCmruBqs+eM+op6hrZZmPCVUZ0+i/4nSTEr4uMMAjxS4ibanwcKOcpiJ8BkcYyRbL/ZRQxtqZA6pXN7cxG0R5UG2gesKYZA+1p17Q+n2KGiBYD9DETYXiRsUrAX2wEFxw5UP1x86z6tGug5hNoWGMUUY4cDkkXgHOtMfBvTQHPHtg0yVjNkHlvc1/2f57XIr2OLaO5v4TqF/T9Eqo/av5ToOZj8BZBwjnGtVsK1oEaDeYYSDoH0q6HwkeM/ppijOvas42izz8qLFQnwd+BtkrrugT+Iuj+KsRONvpCKCGitwBsoTRQ4ldD13QKPjt0/uJ9n60ntmfaEUkl9PHHH7eZyR8MNhe+vvPOOzn99NPJysqie/fujBo1ilNOOYUzzzwTVVWprKykpqaGnj17Hva+CXE0abrGK2XfHLLNq2WLGRqZc8RSCV1wwQXceuutTUG577//nnnz5rWZMdvy57ixsZHU1FQ+/vhjVLV1v84999w2aYByc3PbTbNSUlLCP//5T9LT0yUFiDiooK5xx/YV7VZH2p9G4c7tK5icmHHEUgl19OfkjDPOaPX6pZdeIjExkdzcXPr27UtiojGRIj4+npSUlJ/cjwkTJnDDDc0pOf/4xz9y/vnnN60y6NatW1MqvmeeeabNKp2W0tLSuO6667jtttvarf0D8I9//KPp86ysLG688UbmzZvHzTff3KatyWTinHPO4Y033uDSSy8FYNGiRdTW1ja9Lw8++ODP6m9dXV3T7x+3243FYuH5558nJyen3fYA999/P+eccw53331307YBA4zngIKCAl5++WUKCgqaJhvceOONLFy4kJdffpkHHnjgoOcVQvw0DpuZC07u1WZ7XFgMD590K/UeJ72TugHw9wuPY+mGYqYd34W0xJMB8NeV41aNIrg58S7WAykRSaREJvGHga1/58ZFtf4dcselI6nZAs5vXiaiz2jio42JCEWFxkr3CGcJnlMuYcPuDRy/dgWKaiZq0IkogL1zL6K65pBz2wN8uXQrO5a+R0bfQXQzGyv+HWldOT6tK8X1pZhSvmN9fjcG2Ivo0a0z3p2rsSmg62ZKsqZzwcDp7PvybQBUzY+69m2iJ84mId6Lv8L4f6vpCUzX2BufQEqchbNG5LCi0Yd/VS4NejiuxGwifU4aKyO4KHwJKaZaCoNxxJiMSYtdLaVMjKhnrS2WQi0Wd9Q0CrZa6WQq5+3G4Ux1bMCiBPimsT/uzALsNTH0tlS2W35wkBLOyEm3kBXb/Pdbo9tPUNOJCv95qeuE+K2RoIAQR5Nqg7hprV9n3t22Xec7jVUC8adBxHAwx4bS/nSANQn6fdl6W+wpkPV/Ri2C5NnGR6DBSDcUdXyouHAL9iwYdoi0B91eMNIBlb8CEcMg6yHYfQtUv2sM8rvyIOZkKPw/YyVAsBZ8xZB0HuT/oe35tDrw1UHhw+AtNNIkgXFczlwo+lfbY9rlMooMd8iBKxbcsO0c4/P0G6HLI7D7L1D8BMSfA92eNr4O4lehYW9FmxUCB/LVu2nYW0FUl6TDfv3x48fzzDPPtNq2cuVKLrjgAgBSU1NZvnw5mzdv5ttvv2XZsmXMnj2bF198kYULF0oRYfG7tdVV1GaFwIGqAg1sdRXRO7zzEelDYmIiU6dOZc6cOei6ztSpU0lISGjTruXPcU1NDU8//TQnn3wyq1atIjMzs6ndY489xqRJk1ode+AKn06dOqHrOi6XiwEDBvDuu+/+7Nzo4vdvZW1ZmxUCLelAsbeRlbVlHBebekT60NGfk/z8fO644w5WrlxJZWVl0wqBgoIC+vbt+z/3Y+jQoa1eb9iwgY0bNzJ37tymbbquo2kau3fvplevtgNxLf3tb3/jueee46WXXmLWrFlt9s+fP58nn3ySnTt34nQ6CQQCREVFtXsugPPPP5+RI0dSXFxMWloac+fOZerUqU11RX5ufyMjI1m7di0ALpeLr776iiuuuIL4+HimT5/e7jHr16/nsssua3ffpk2bCAaDdO/evdV2r9f7P69+EkJ0XKeoVGjxK6V3l3h6d2n9M2iJTiJu0mz8lUWcOvYcxhIgJaJjK9VVVSG+3yji+41qtT3x5Cto2LCIiP7jmZGcBT1PwjdkL4rZgiUuDUdmn+brm02cMq4PjOvTzhUgLSqFO2ecyzPL3uElv52/jz+TTj2G8tny79gQ5iVeWYnZNBOyR0D+UgD85XtRVZUTEyKJr26u7bc/0B1ZV01cVSUlu/LontaNB6LzeDchimdS03ikz5846817m45JNdfxuasvxVo0I227GBtooIdSyWMZ8Wz7oStdzCVcG7UQHQUFHVWBE2xb6V1biolg0zX1A5IU/1CwkXcf7US4KZdHrh2DzWLir49+ieb3c88lg+jSLQtFJgKK3zkJCvzGeOrrsdjtmOTB8tgS1gN6vH74zqeo0Omm1tvMkRA99uedr2lwXIOahdDrHej2LKxdCoEacHQ1Bti10B8E0RPBuwdqF7XsVOi/anPrGgeu3LYFkL27O9gxa+s0Rgd1wCqBA9V8brw3xU8Zr6vmQc1HMHCVkcZJHHV+548Ur/6J7X6q8PBwunbt2mpbYWFhm3Z9+/alb9++XHXVVVxxxRWMGTOGJUuWMHbsWGJiYti6taNBLCF+G2oCh86j/VPb/VyXXHJJU/qO//znP+22OfDn+MUXXyQ6OpoXXniB++67r2l7SkpKm5/3A3333XdERUWRlJREZGTkIdsKUe51daBVx9v9XB35OZk+fTqZmZm88MILpKWloWkaffv2/dH0WKqqtgmAt8zdv194eHir106nkz/96U9ce+21bdp2pAhyTEwMt956K3fffTfTpk1rtW/58uWcf/753H333UyePJno6GjmzZvHo48+etDzDRs2jJycHObNm8eVV17J+++/z5w5c/7n/qqq2ur3Sv/+/fniiy94+OGHDxoU2J+arD1OpxOTycSaNWvarGySGkW/XroWJOiqxxwhE4+ONTEjZjR9/tPXWLVlTcog/sSLD9iWedD2P6ZzdBqV/mIAtlbuoPegk7HbdUwb3ycjuhfLNxWzd3Mxw23GWEN+v+FQVUD/Pd+g6+DWLWhmjQqrQoY3yF4lkjjqcCoRULILgE4+H3uAOmdV03V1HRoIY40vm5hAI2OtRg2bcL8CWwdiMimoaKgKaDoEUVHRyHA4MWnGqu3tJgeZfj92tXlMIQD0avRym/0znqyfwo59tYRtepl/2Naj2oC336C8z2iST/vLz37PhPgtkKDAb0jRunUsuvcerGFh9Jk5k76nn9EqR50QR1XGXaDaIfZkqF0MeTMgfDD0nAeWJCM4AGDLNIoX1y1qjtUrNqPegB5oO2O/cZ1R1LhhmRFMiBoJgeoWDUxG7n99/yzxlgP87T2gKsaqhmBdi20/Mktb90PuGa37pjUaaZUkKPCrYIk4ePqAn9Pul9C7t/G909jYiKqqnHPOObz22mvceeedbWYdO51O7Ha71BUQvzmx5vAOtOp4u59rypQp+Hw+FEVh8uTJHTpGURRUVcXtPvQqpPZ06dKlaeawED8mydax1Z8dbfdz/djPSVVVFdu2beOFF15gzJgxECqq29L+FTEtU+gRWolQUlLS9DoYDLJ582bGjx9/yD4NHjyY3NzcHw3EHco111zDk08+yRNPPNFq+7Jly8jMzOS2225r2naw2j8tnX/++cydO5dOnTqhqipTpzanCD0c/d3PZDId8vdP//79WbRoUbu1HwYNGkQwGKS8vLzpayV+/Urn3Yd790bsmX2JP/FibMlZR7tLQgAQ44jmimF/oKCuiMldx/LAnFWs2erjT2f9lQmDsvl8eQGLPb2IUd34eibxet5HHLd4CdO9TqP4b6euRBTlEeExnry7eH08UD+NWi2Sqb0VzMGFLIk0c9WQc/iwaAMJETYGO714VYUnuiRSuTqaSi2SbVo8PdQqIglwkb6Z93QHCaYGvvN05wdvNtPD1tHNUsb3ziyyzBVkWsvJCXpY6O7PyWEbMSnGc78ZiNcCYHIyLSaXT9YqXFG2vtVSAn/Fj9UlFOK3T9bC/IaUbtyIHgzibWhg7auvUrJhw9HukhDN7BnQ9WmInw51Xxkpf+qXGAP2imqkFDLHQ8wkMO2fNRkajI8cCZH7H1gOCHSF9QU1NBOqYYWR8sjRciA+2CIgAESfeOh4Z9SJENzfvsWvwLC+RmHn9ri3tg0wxJ0Gcac0v/YWGcEQcVREZiZiiTr4jDkAa5SDyMyjUzT6yiuv5N577+X7779n7969rFixggsvvJDExERGjTKW+95///107tyZESNG8Oqrr5Kbm0t+fj4vvfQSgwYNwunsQGFtIX5leoalE2c+9KzUeHMkPcOObJE3k8lEXl4eubm5bWbN7uf1eiktLaW0tJS8vDyuueYanE5nm1m6tbW1Te32fzQ2HtmVDuL3bURMMqm28AP/AmqiAGm2cEbEJB/RfvzYz0lsbCzx8fE8//zz7Nixg6+//pq//vWvrdokJSXhcDhYuHAhZWVl1NUZkzAmTJjAJ598wieffMLWrVu58sorqa2t/dE+/e1vf2PZsmVcffXVrF+/nvz8fD788MOfVLjXbrdz99138+STT7ba3q1bNwoKCpg3bx47d+7kySef5P333//R851//vmsXbuW+++/nzPPPBObzfY/91fX9abfJ7t37+b555/n888/59RTTz3oMXfeeSdvvvkmd955J3l5eWzatImHH34YgO7du3P++edz4YUX8t5777F7925WrVrFgw8+yCeffHLQc4qjR9N0nEXGjGnP3s0Uvd/RdKlC/DImZB/HRYPOwmF2sGpLKT5/kPzdLsyqiZNGZBKWlsN80wyKUo3aJqkuP4oCQV0he9w5aKoZj8mBAkQoXpwmEz7VRFzvHrzv7UJcfhbla9cxMKU3c33DebhuOvfpJ9CoukHRCWLiVX0Erk7d8OkmelmLmRW+gvMiljPGvp2EmAJeSU7ks6zBfOXpy7zGUTj0AGZ04hxuijpNxIuCVzeh68bKAoBh5BK2s5iKYPPfq7qikHTAKgF3wRYCdRW/7JsuxBEmUw5/pXRNo6ZgL566OjbMn09DSQmeurpWbTZ/8D4Bjwd3bQ1xXbJJlAJ24tci7TrwVxj1BSxxxrb6742ivxVzYchOCNZDwb3g3gY95kHVB1D/jTHIn3iRkYZIVaD3x1DyrLGyQGuEzSdBxFBw54YuZjKOAYieZAzU133RTqcUIwhQ32KfrTN4QzPCXJubz9dq5cFBaG4jCBAzDjQ/rB8C/jLo8i9Il2WGvzRFVcg4eSA75x+8AHXnkwcekSLDHTFp0iReeuklnnnmGaqqqkhISGDUqFEsWrSoKbdvXFwcK1as4KGHHuK+++5j7969xMbG0q9fPx555BGio6N/9DpC/Nqoisrs5PE8VvTRQdtcmDzuiBUZbulQecIBFi5cSGqqka89MjKSnj178vbbbzNu3LhW7dqblfvggw9yyy23HOYei2OFSVG5p/tILt+0qE1Cw/3/a93dfeQRKzLc0qF+TlRVZd68eVx77bX07duXHj168OSTT7b6GTGbzTz55JPcc8893HHHHYwZM4bFixdzySWXsGHDBi688ELMZjN/+ctffnSVAKHZ8EuWLOG2225jzJgx6LpOTk4OZ5999k+6r9mzZ/Poo4+Sm5vbtG3GjBn85S9/4eqrr8br9TJ16lRuv/127rrrrkOeq2vXrgwfPpxVq1bx+OOPH5b+1tfXN/3+sdlsZGZmcs899/C3v/3toMeMGzeOt99+m3vvvZeHHnqIqKgoTjjhhKb9L7/8Mvfddx833HADRUVFJCQkMHLkyDZplMTRUdvgxeUN8PmyXfTc+zZRgSrmVw3k1LC1xJpc+KtKcO7ZRGNlJdvIYmjfToTZLUe720Kgqgp/PW8w67dXcNZEo4ByfaOX/H1GoDfG04MHTxyIrT7Izk/mEdN9EGFZfXkieC7VtS5mZLvQUs3o7tWc2esETh3UlyUfr+SKsE9hA+zSU7HUdKU4GCSyzkaKbzNFvZej1SZw65mzePs1MxewA12HPF8qSaZ67KqHAeE7mexWSK72kBJRwSuN45njHksa1ZwYtgVT0Xa+UdNxBMP4tqEnM20r6GarQFHg3PDlvNs4jN4RpaSYC9kSYeXUgs3EhsdgCoukfu0XVH72HKojgoyrn0O1/npWnwvxv1B0qW74q7TqxRfJ+2gBlrAw/K6O5Q+d/tjjxGVnH/G+CfGzNG6EPbdA3AxIvQIKH4HCB40iyunXwbYLoeI1UMNguJGvkMr5xsoCzQ8bRhyQ8qcFe45RPDntBljTCzhgQD9sgJHqR2txvCneCCYEDzJLLWIkOFe03a7YQd+fl16BQRuNIs2bx4HuM1ZEdDr4A5w4sqpziyj4bH2rosPWKAedTx5IXO8jOxNZCHFwq+rzeaXsm1ZFh+PNkVyYPI7hUd2Oat+E+LX4tHwPd2xf0arocJotnLu7j+SUJEkjIsTvRU29hysfXoTbGyBGaeDOGGOFSr4vCT8meluNVFuaoqLqGqu8XSjLOoXrLplwlHsuxMHNXbiVPSV1/GlmfyxmlX88uwxN17nvT8cRZfKy9clrMAU97Oz3J6aeOpHc8u1Uu+s4PmMo733wLf1y/40C/LPuFCpM0ag+jTvj3iMcL9sGj8HafSjufdEkf/sI8Sbj/8nnGiZQHQznH1MdBL9/q6kvu8xhrEi/mJXrGuhr3c1F4UuxKDo1QQexJjdqcjeC5TtR9Ob0wFt86TzvnIg5rpQ/s5Js6gjrNozks26m9K2HcO9Yg2J1kHndC6jWQ69QF+K3QlYK/Eq5KisBCLZTgOtgFv7jNs6e84oUIRa/TuH9oc+nza8r3jDqDFS8YQQFWtYcMEc3BwkcPWFIHowog4p5kH8ZqGZjpv5+mhdynoRNJ7cNCAC4NkD4AGjcZNQFUKwQrDp4BjXFDJ4dB7mRlnFUExTcZaxyIAhqBKTfdJDjxC8hrnc6sT3TaNhbgd/pwRJhJzIz8aitEBBCGIZHdWNoZA5bXUXUBBqJNYfTMyz9F1khIMRvxSlJWUxOzGBlbRnlXhdJtjBGxCT/IisEhBC/nEaPH5c3gK5DtR7JOm9nBtn20c1aDkBVMJx4UyN+TcGmwDDrbpSS/1C5pIKEsT9tlYwQv5Tzp/Rs+nzN1jL2lNQDsHVvDUOS/Ti0RlDghGwzFY1V3LP4CTRdI6gFOWPmWPzjevDfBZsprm4kKb2RYMz32It8oMNxiT2picti0Tv/pHcoIODULPwp8mv8usrrhSmc7Yig1OdjlSWJNSUjaaxqIEpxMc2xAYuiU6GFkWgyJtzubrCQ2SIg4MTC194eoAYJVKfQGBEJ1jr81cWUzL0bz14jq0D0sFMkICB+VyQo8Cs18qqrqCsuom5fx4ub+BsbmXvuOcRmZpJ9wgn0OPkU1r/xBmEJ8fSePqMDZxDiF9Tln1DyNKRda7zu+jSUDoGEM4zX1lDeXEvoX9UGybMhZqIxaO/eBprPSP8THVoq7d3ZfP7U66D8ZSNNEYC3zKhHoHuN43VfaIC/5UJ91Qga6AEIVLborNpcZFj3Gq/DB0HjWqh6t7mZORb23AZZD4AUAT9qFFUhqkvS0e6GEOIAqqLSO7zz0e6GEL9qJkXluNjUo90NIcQR1CkpkntnJhG29N8UuCMpDLQuTL/Ol0WM2khQUxlu39X0WFG/9C1ceUuxRCWScMqfCNSW48z9nujh07AmdDo6NyNEOwZ0S2TGmGyCms7QXslYzCpJp11P0FVPRJ/R6D4XDosdl89NtN2oN2iJTeGyC5I4udxJbKzKpvJuJGg2zM5aInofz7biTZRFO9GqwG+NImnUabiWvIpZ0ehWVcV/4k5hx6ZI0sNczApfQYLaQKq5jr0WG+6gQkFEkEQn+HWVF4p6c254Db0tJdRpDv6vfhqNugNLj1UES7KZHxhD94ytULAOf1VR0339UF1N96KtdEnveYi7F+K3Q9IH/UoF/X7mzjoLXdNabbeEh+PvYDE7k9VK0GcUR536r8dIyMk5In0V4ojQdWPQ3dELTGEdO6ZxE1S8AwmnQ8QAWJli5PkHIy2RdrBUXC3qErSrRVAAwJYBQ3fBprHgXAuJF0PZs81t1DBjZYPp0MU1hRBCCCGEEMeemqXvULPkzabXfl2lXrOzQ+uMWXMzxFbQtE/X2843qgiPwOF1ExEIYuvci/QL7/sluy/E/6zWXYfL7yYtKqVD7XVd56udSwn3+xnVbQzuPZsonX9/0/6XrT1YXzqCUyPWMcG6qWl7WXg4j6WGA9C70UfZrkEUujtzecQi+liNAf8PPENZHOiCrc8yFIufPw+fzbCglbJ3/g9rWg7lvkaiy4wJu/W6laLTLmRq35MP8zsixC9P1qL+SmmBANnjxhGemNhqe0cDAkBTQABg19dft9qn6zqFq3+gvrj4MPRWiCNAUSBiSMcDAgDh/SDrbiMgAMaM//300KB/xPFg793iOg7o+iKYE4z0P53vAFNkaGdoMZU1rbm9NQOy/w2+YrB3h5xnQoGHFkEDzQXbLwPXNvCV/YybF0IIIYQQQvxeWZOzsXfu3bReuVExYzX5GGHZ1iogoOmwNxhHvi+JIn9zIfDERieEJhB6C7cRaKhpdf7yahcrNpcQDLaeZCjEr0WMI7rDAQEARVE4sesYjus1AcVswak3T+rzY6K0JgdHegHpY/rj1I2U2jpQGTmOk7KNehwx3YZzU/dKbor5hMXeXngUFV1RyOlZj23AElRLgOMzhjKi00BWqG4Wjj8FbcbV7HI2P9OH4adg6TzKa4rYVV2AzLMWv2WyUuBXasWzz7Lts09bzfb/qRRVxR4djbumhkHnX0D/WbPwu934XC72LvueH158EUt4OLNenoPZZjvs9yDEUVdwDxTcCdbO4DsgFZcaCVqD8bmtKwzJBX8pbJoEnu0HP2fSxVD7hZGKyLvnx/tgjoUh28GS8D/ejBBCCCGEEOK3LuiqZ++Tl0EwwFpfF8z42avFMN2+uVU7Dfgk2J1Gu49Z/j0EdBV0MCsaqgLFiamkVZSg2sPpfNV/MDkiKa92ER1h5fIHv6K63svZJ3bngim9jtq9CnGkeAJennnrb7jcDWzYejJuzUJ4SgWXq1+R6fGzf3HNl+6+5My4hNGDksn7YRPR3zwEQI3mIFp1owJ1kdE8mGzDpJg4IXM4q4s30uBrpHujl8nVjaR6A+z0J1EciGWsYxsAQUXhmfQYBg+cygUDZh7Fd0KIn09qCvxKhcXHwQGz/X8Kc1gYM595FpPZTF1hIYk9euD3ePjw6j/TWFVF5qhREAocCPG7lXEHpF4JQQ/suQkC1VD7pbFPawBrFvj2gDkcar8yggjtBQSs6RA1GirnQ8XroHe8ADiBOqj5AqwpxgqC2KlSb0AIIYQQQohjlGK2YHJEEnTWsN7bmWxLBVNtm6kOhqOqAWIUL8FQgtNp6na8XhVVBauioQMP15/MlHF9OP2UUXhLd2MKi8LkiOSz5Xt4+p0NpCeGY1aC2BUfFpM874vfJ7vZxtVnP4I36GPZukpW5ZaSb15JekEABfDHZrK5wsxSXy8S/OWUrtnBix/uZri1B3Gqsyl1UIPZhLff8UTVbaXe62TxnhV4tg6hq8vHJVFfNVUh7GouZ603g0bNSrjqw6TrpHoDlDkr2Fi8hex6J7bkTCyxHV/9IMTRJkGBX6keU06mobSMHV992XqHohhJBX9EwOVi7StzqN69h/D4eE648UYCHg+u6mrQdfYuWwZASu8+skpA/L5ZEsEC9JwHmh+2ngvVoeLAgdAywMYNkHvKAQe2qCPgKwJLqOifHgR7N/Dkt389UzQE60CNhvS/gmcnbD+/eX/O00agQgghhBBCCHHMUa0Okk67nvfnfsDsiO/w6WZUBUwmPxZF4TtXdwY7dhJOEEUBu9KcAkhR4OywFURtX0+5bxXe0h3EjplFRJ8xFFc4AaitrOKW6I+IjA+Q3mfgUbxTIY4si8mCxWThpBHhnDQik4LaTjz7zwWca/uW8Jq95HtHUBt0sOP7eQzy7+HaSBN31s3kuOj19AH8CiyNtqNZgoyr87JF86Gk92BTfTweUxVBXUFRdGPVgQKzItfyWO1keliKGNIzlv7D+rJt+VuULl9EhDeA4ogk6/r/oqimo/3WCNEhEjb+FdJ1nXcvv6xtQAA6FBDYb+fXX1OzexeFq39g3dy5qGYzE++4E4vD0dSmaN1a3LU1hzyPEL8bqgW6PASWJOO15m7bRrGGPmmRfzPqhFAhYSDpD9D/O4ieAOZ4iJ4EcWc1t93/I6rVgT0Lqt5tfX5f+WG9JSGEEEIIIcRvR+2y9yl5/U5G6usxKcbDw+5AItH4CNO9jLZvJ5zgQY/PstQQ31iCc8u3+KuK2fPps+wsrOXck3owZmAaUaqbKNWNovlZunTFL3hnQhxdGTHpDBwzFrNq/FzFhpeh2Fw01hg1Ak1mlZnxX5OmG7U6LTqcVO1iqtvEcYVF/LG0nr+PuoRrzx5EdpyOM7wz0ZOv5EtXHxRA0TUui1rM1LCNJFdtZoQXphZX0NUbqmXo9x69mxfiZ5CgwK+Mz+Vi28KF+F0uACKSkuh96qkMPP+Cn3Qee3Q0YQnNOczzPlrA25degjU8nO4nn4IjPh5C6Ynevewy5s++0FhFIMTvnS0D9IMU3IoYDnrLlF0msKSBv6Y5kGBNBW8B2DpDoArqvoLo0c2/TrW65sMLHwLN0/oaRf+E+uWH+66EEEIIIYQQv3Le4h04c78PvdIJ6zWa9DNvYJu5Z1MbRYESk5kDpwM2hhI9KIqCKToRTVHQgG8bsvjsmSfZ+PYLXHdKOtf2LuEHUlni6Unehj3sfOAsCr566Re8SyGOnpicCp6O6cS8xpEsrD4OXVNY5+vKwvBTUYN+hgWrydFr0HXQrWHYopOwFe0EFMxhMSglexicFcYE5QeiXQX4tnzDvtTxvN04jOWeHCIVY2Kh0lhN44avUVrM3a31mXngldVH9w0Q4ieQoMCvzPdPPM7KZ5/BHhtDdEYnJtx+O5nHHc/6N+Y2tTFZrcRmZaGY2i5JSurZi6GXXMLpzz3PlAcepOfUqUR16gRA0Ovls7/dzJb33sVdVdV0TNDnw1Nby8a33/6F7lKIo0TzgrewxXR+jCxq5kTj0zYLcYJG8WH3JtBCOwsfgg3DofwV47UlFVzbWq8sMHaAOw9MkQf0wQlVHx7e+xJCCPGbpigKH3zwwUH3L168GEVRqK2tBWDOnDnExMT8gj385WVlZfH4448f7W4IcdiMGzeO66+/vum1fI8fe3wV+yiacyu+st2oYTFEDJhIyul/IX/ZN4zRVrLQ3YddNiu10XF40jI4sArZvMbj8Q89j5RzbifjyqcIP+tmPjtuAmbMnBK2gaSCRWx7+R7CilYzlBLG2rdyXNh2FF1j34YvCWoHX30gxO9BwFmD7vdRbLOw3NuNAAoJsVas4R6WR28n4AgHINrkQVHA6Q4QqC3DW7QNU1QiQWc1ZW8/yK4XbmFRXRY1wTC07JFMrZ/PWeE/YEIj15dGgzkO0PHuy2OdN5OF7r5s9aew3NOVlVtKcO9fOSDEr5wEBX5lVLMFAHOCSuo5max47mmK165tlTbIEhZGzoQJ6MFg0+v9yrfmsea11/jkpht570+Xs/3LL6kvLGzar2sHmSENNFZWsu2zz1j/xht4GxqO0B0KcRRtPB7W5ED6DUZKoP0CFca/jWvaOSj0M+Pf1/45I49rTi20ny0LEs8zPg/+P3vnHV5Fmfbhe+b0mt57SELvRYoiKAiKqKgLi6iLWHYtn12xi3XtFXUVFXRXxYoNFUWkhd47pJDe6+l15vvjhIRIEeng3NfFxcnMO+88MyczmXnK72n63QZCqFqgdvZhH4bCycXkyZO55JJL9rsuPT0dQRCYPXvf77tr164IgsCsWbP2GS8IAiaTiT59+vD5XgHbadOmta5Xq9Wkp6dzxx134HA4jtHRKSicukyePLn1ehEEgaioKEaPHs2mTZtOtGl/msGDB1NZWUlYWNghb7P3sYeFhTFkyBAWLFhwTO08mqxevZobbrih9ec/CpwoHB57rpN//etf+6y7+eabEQSByZMnnxDbjhXDhg1rd33ExcXxt7/9jeLi4hNtmsLpjqgCIeSCkVxNfLzSxuL1ZUTUbsAk+ohSOXjdOYLfYqbQKSi2buNT69jlj2OHN5H7ftXw5Mdb2T39FtyfPcuAlZs5V7eldRe7bEbckrpVfChM8OASocBqoXn5NzQu+RzHDqVqWeH0w5W/jpLXbqDzr19y57AxGLsvQ52yi7oaFT6nnubdWcwyZVGnbnODWlRtKgFBe13rZzHoY5G3C18GhuEtXEacHPIX6MQgbztGUNfnWkRdyA/XVVvGSMNWOmqqGG3cRA91CXe9sgj5T0h/KyicKJSgwEnGkFtvpe8dk0id2A2VSUN9YT6pgwaSPuRMckafD4CnqYmG3btJP+ssMoaezfhZHzDurf8Q27kzALLfT3NpKcgyks/Xbv74Hj1Q63QI6n17TJetWsmK/7zFxk9n88u0R4/TESsoHCfkILh3hj7bV4aaAQNoIkHQtwzaX/ZMS46OYNqr38AeVC1Ni38XbPNVgq+ibV7RtLchof0U3X80jkphPwSDEpsWFrHoky1sWlhEMHjgYOjxICUlhZkzZ7ZbtmLFCqqqqjCZTPuMf/zxx6msrGT9+vX079+fCRMmsKylOTwtwYTKykqKiop49tlneeedd7jrrruOy7EoKBwRkgy76mF1eeh/6di/LI0ePZrKykoqKyv59ddfUavVXHjhhcd8v0cbrVZLfHw8gvD7vNGDM3PmTCorK8nNzSU6OpoLL7yQwsLC/Y71+/1HydqjQ0xMDMa9El+OFifbcf4eWQoSqFyKv+BLApVLkY9DZm9KSgqzZ8/G7W7rteTxePj4449JTU095vs/HGRZJhA4/EzM66+/nsrKSioqKvjmm28oLS3lyiv/nFyrgsKfRRuVSPJ1LyC0OBMjaWb19mriL7wRKa0fvq6jwRbJwlU1SD3Gok/tQuy4O+g09WPsZ92OJcxCIChzQfBXcIQcmNGB2nYVBb+Zx/CadAleQYUkgyhLGCUYXFNP08KPaFw8m+ovX6CsYscJOgsKCscGf0MFyBIBWz3pOzfRR2pAFVlDeJiKdG0dT2t+4rzqEmbHWvHtJRIgt/xzxmQA4JY0vG4/jyjRzhTdD4hluwBoko3Mdg7k4vDFWDd+hC0y5H8LqvSoWpoRB2WBZtlIaY2DFVsqT9i5UFA4VJSgwElG1ZYtqD1WEuPOxL9ZhdEazbI33mDADdfT58or0ZhMCKJIYq/enH33PQy96y7UOh3WxETOf+ZZEvv0aZ1LpdPtM3/A66Xn3//eWmVwIBqVTBmF0w1BBV3nQdrT0DAXnBsh8iLosxXCRx94O1P/0P+yE2Q/6LP2mnPfawxEkL3Q/AvILf0EJOe+w8wDjvSIFPbDsq+2c236azww/L88f8UcHhj+X65Nf41lX20/YTZNmjSJRYsWUVraVm3y/vvvM2nSJNT7CdBaLBbi4+PJycnhjTfewGAw8N1337WuV6vVxMfHk5yczIQJE5g0aRLffvvtcTseBYXDYn0lPLQAXlkBMzeE/n9oQWj5MUSn0xEfH098fDy9evXivvvuo7S0lNra2tYxU6dOJScnB6PRSGZmJg8//HA7x/HGjRsZPnw4FosFq9VK3759WbOmTS/2yy+/pGvXruh0OtLT03nxxRfb2ZCens4TTzzBxIkTMZlMJCUl8cYbb+xja11dHePGjcNoNJKdnd3uuv69fNChEh4eTnx8PN26deOtt97C7Xbzyy+/QEvm/VtvvcVFF12EyWTiqaeeAuCtt96iQ4cOaLVaOnbsyH//+992c+7YsYMzzzwTvV5Ply5dmD9//j5Z/KWlpYwfP57w8HAiIyO5+OKLKSoqal2/p8LqhRdeICEhgaioKG6++eZ2531vaZX09HQAxo0bhyAIrT8fir0HOs6TkUDRd7g+64Xnh4vxLrwBzw8X4/qsF4Gi7w5h68OnT58+pKSk8NVXX7Uu++qrr0hNTaV3797txkqSxL///W8yMjIwGAz07NmTL774onX9nt/VefPm0bt3bwwGA+eccw41NTX8+OOPdO7cGavVyhVXXIGrpYcagNfr5dZbbyU2Nha9Xs+ZZ57J6tWr95n3xx9/pG/fvuh0Ov73v/8himK76xHglVdeIS0tDekgFdJGo5H4+HgSEhIYOHAgt9xyC+vWrTvoefJ6vUydOpWUlBR0Oh1ZWVm89957reu3bNnC+eefj9lsJi4ujquuuoq6urqDzqnw1yLoceIqXE/06Buwdx1HXtwINuXVMa8mnqwr7+fsODcvRf6PO1M2kNh7CIlXPYG50yAA/nZuDi/dfjYqUaAoEOod2KyPar8DUcXjozR0tjgxyUFEIeSkLPZH4pS0e1KTqNOoWF2XdyJOgYLCMcPadxRRI6/B3H0o3g2/8rfKJh4feiXP3zycTLEKo+gnVdXIDZVNqIEFro7M0Y/jCXkoUxv+zn/yOlKtSWKJpiv1khU/6tb8FVmGWbazCMoi54hFRHkrMFaEVAZ+dnTkNdsoZroG8kTzOIoDMahEgZiIo5/YoKBwtFGCAicR9uoqFjz5BCvfegvXdhtp3c/GXlVJfV4e5evWYa+qwu90tkgA7ZtdV7NjBz6Hk6jsHHLOPx9dmHmfMXU7d7L2gw9a5YhEjWa/tkTn5PDZlGv4+IqJFC5efAyOVkHhBGAdDCn3h/5HBbFXgiYafCUtA/aTgenbO0Amgyc/1C8A9m1KjAjapPbztKsSEEGfHfroLULh6LLsq+08ffkX1JW1lz+rK7fz9OVfnLDAQFxcHKNGjeKDD0J9KFwuF59++ilTpkz5w23VajUajQbf76q+9sZgMBx0vYLCCWd9JcxYB02/a7ze5AktP8aBgT04HA7+97//kZWVRVRUmyPFYrEwa9Ystm3bxquvvsqMGTN4+eWXW9dPmjSJ5ORkVq9ezdq1a7nvvvvQtDw/rV27lvHjx/P3v/+dzZs3M23aNB5++OF2smAAzz//PD179mT9+vXcd9993Hbbba3O+T089thjjB8/nk2bNnHBBRcwadIkGhoajtrxGwwGgHb3i2nTpjFu3Dg2b97MlClTmDNnDrfddht33XUXW7Zs4Z///CfXXHMNv/32GwDBYJBLLrkEo9HIypUreeedd3jwwQfb7cfv9zNq1CgsFgtLliwhNzcXs9nM6NGj2+37t99+o6CggN9++40PPviAWbNm7XPe9rDHObyn8mHPz39k74GO82QkUPQdnl+vQXZWtFsuOyvx/HrNMQ8MTJkypV1V2/vvv88111yzz7h///vffPjhh/znP/9h69at3HHHHVx55ZUsWrSo3bhp06Yxffp0li1b1hokeuWVV/j444+ZO3cuP//8M6+//nrr+HvvvZcvv/ySDz74gHXr1pGVlcWoUaP2uQbuu+8+nnnmGbZv385FF13EiBEj9qnGmzlzJpMnT0YUD+1Vt6Ghgc8++4wzzjjjoOOuvvpqPvnkE1577TW2b9/O22+/jdkcet9qamrinHPOoXfv3qxZs4affvqJ6upqxo8ff0g2KPw1aPjtfzTM/4D6X96n5yVXIqn0NNg8/LY8D1kKoq3diQBkiuWoxPbvJbIsEVj+EdOy11GZPALPefdg8dQjCNAQaHE+SkGavn+VlKY2OaH5+oG85DgfnyggAGU6Na+mRlPlqOFfn/4fD85/Dpff/XtTFRROOQSVhrABF2LpPgxBpUEbm0rn5O7ovfWMNGwlKAvIgFYOOUK7aivJ88fT0JSOFy1D9TuI85czIriRPuoC1CrI8yeE5hZAJwbQGk2sljrjR4WMgCRDgzqSQimKTQYLPosGk0FNUJKpbVSuK4WTn31TFBVOGFqjCZ3FgtduxxwbR2yXLmSPHEnFjvVsX/ElPa1XkzZoMMXLl1Gxfj0+u4OChb/R9+p/kNCzJ788+ggBT+iFuz5vFyrj/h3+eyOq1UjBIPwuk6Z2+47WcuVtX88hc+jQA8ygoHAK0n0hSG5Q7XmA3qPH/rtgm64TePdXWrsnk3HvsvWW6htfKagjIdAAohE6zIC8lv4C6mjQxoEnDzy7j/JB/bUJBiXeuW3e/uKloWUCvHP7z5xxcUdUquMfD58yZQp33XUXDz74IF988QUdOnSgV69eB93G5/Px4osv0tzczDnnnLPfMWvXruXjjz8+4HoFhROOJMPn2w4+5ott0DMexD8njXMofP/9961OO6fTSUJCAt9//307Z+FDDz3U+jk9PZ27776b2bNnc++99wJQUlLCPffcQ6dOnQDIzs5uHf/SSy9x7rnn8vDDDwOQk5PDtm3beP7559vpsA8ZMoT77ruvdUxubi4vv/wyI0eObB0zefJkJk6cCMDTTz/Na6+9xqpVqxg9+iDVbIeIy+XioYceQqVScfbZZ7cuv+KKK9o5fidOnMjkyZO56aabALjzzjtZsWIFL7zwAsOHD+eXX36hoKCAhQsXEh8fD8BTTz3V7jg+/fRTJEni3XffbZU7mjlzJuHh4SxcuJDzzjsPgIiICKZPn45KpaJTp06MGTOGX3/9leuvv34f+2NiYmCvyoc9vPDCCwe190DHebIhS0G8Kx7Yb9LPnj9i3hUPokq9AEFUHRMbrrzySu6///5WXf3c3Fxmz57NwoULW8d4vV6efvpp5s+fz6BBoezlzMxMli5dyttvv93ud+vJJ59kyJAhAFx77bXcf//9FBQUkJmZCcDll1/Ob7/9xtSpU3E6nbz11lvMmjWL888PyaXOmDGDX375hffee4977rmndd7HH3+83e/bddddx7/+9S9eeukldDod69atY/PmzXzzzTcHPd4333yTd999F1mWcblc5OTkMG/evAOO37VrF5999hm//PILI0aMaD32PUyfPp3evXvz9NNPty57//33SUlJYdeuXeTk5BzCt6BwuqOJiG/5P+Ro/Pt5Hcn05zHM/j1lb/9IzLg78RRvJei24yzYgG3lt4hGC7Fjb8G5cxWONT9gBS5lC/6F2tYMTy9qArKAukXCpIeujDwiyKSRTgn1ZIpriHL7kWRY1dibYF0CQwu/Y6Qs867LxbaaXfRL6nkCz4yCwtHDkN6dtLs/RFCpEQQRja0Co+BtN0YGBI0Lk0lErgWVWmKFN5OemiK0osQ/rLkEZYGf3Z0xCD5S1fUM12/jLXsSq31J9LduBwGqOl5OfKWH1NImSmxR/OtiFWt+3Mo6IYW6ehuQcMLOg4LCoaBUCpwgAgEPOws/Y3v+R2zaPoPt+R9T0ZxLv0cmcuk775DQsyeIEmlj+5I8Ppuki3Kod21s3b5y40Y2ff4Z9fn5bP8+lDkkqtq/JGgj/7hcKeB27xMQoOXlZA97SxIpKJwWCEJbQAAgeybEToawc1sy/luw9tlLIugQY6iCHqwtL8WSC/KualmhCVUo2JaGPNSBWqj578FmUvgTbF1Ssk+FQDtkqCu1sXVJyYHHHEPGjBmDw+Fg8eLFvP/++wfNVJ06dSpmsxmj0cizzz7LM888w5gxY1rXb968GbPZjMFgYMCAAQwaNIjp06cfpyNRUPiT5DfsWyHwexo9oXHHgOHDh7NhwwY2bNjAqlWrGDVqFOeff367hqKffvopQ4YMIT4+HrPZzEMPPURJSdu94s477+S6665jxIgRPPPMMxQUFLSu2759e6vjcw9DhgwhLy+P4F5SjXscqHv/vH17++qlHj16tH42mUxYrVZqamqO6PgnTpyI2WzGYrHw5Zdf8t5777XbT79+/dqNP9Dx7LF1586dpKSktHPMDxjQXg5v48aN5OfnY7FYMJvNmM1mIiMj8Xg87c5d165dUe317JqQkPCnj/eP7D3QcZ5sBKuX71Mh0B4Z2VlOsPrYNQeNiYlhzJgxzJo1i5kzZzJmzBiio6PbjcnPz8flcjFy5MjW79ZsNvPhhx+2+2753e9zXFxcqzzX3sv2fN8FBQX4/f5236VGo2HAgAF/+F1ecsklqFQq5syZA8CsWbMYPnx4O4mp/TFp0iQ2bNjAxo0bWbp0KVlZWZx33nnY7ft/ltiwYcM+QbW92bhxI7/99lu787InkPj7c6Pw18C+cQEl029k/tfPcPWXt/PuggW8uiUO+/mPkXDlNACyVJWcZ9iEgIy/oYKgrQ7J44CAD8em33Dv3ohz61K8VbtRmSOQ5VDBv4CM1uelpqVhaoLahlpoCyoKyAh6OyogrLCUbHcooUlGwCNp6S9WYJBlRGBsk5fsyIwTdJYUFI4NolqL0NLU25jTn4izJ2LsNAh1eCy01PVHy0FSI43cYf2Bf1s/RVYFCezlCxCROd+4jTR1PaIAmeoaQEKf1o3lcg+WeHJQ5S3ifNv33GH9gX4dbKQt+5JLDSt5IuJLem5/HcnvPaCNCgonA0qlwAnC4arA6Qo9/MuSjNfVjNsTejCOje8OQFnVEurtW1DpQxn/0Zmd6JCdjS7MStqgwTQWF1O48Dc6tTiLIjt0oGrTJrRmMwk9elK8fNkB938wTDExqPX6ULNiYPPnn5P3yy9YExMZNvU+DOHhR+UcKCicNFgHt0gKAaXPQHFLE2Bddqg/ALSlm+83iw8QzS23VDEkGSSaWyoQWpxCho5g7g0NbZrL2NdA7FX7n0/hT9FY6TiEUYc+7mijVqu56qqrePTRR1m5cmWr82J/3HPPPUyePLlVk/j3jUU7duzIt99+i1qtJjExEa329w2wFRROIpr/ICDwZ8f9SUwmE1lZbb1g3n33XcLCwpgxYwZPPvkky5cvZ9KkSTz22GOMGjWKsLAwZs+e3a4vwLRp07jiiiuYO3cuP/74I48++iizZ89m3LhxR9VWze8kHQVBOKgm+qHw8ssvM2LECMLCwlqz7fdmf83OjxSHw0Hfvn356KOP9lm3tw3H4ngPxLE4zqOJ7Ko+quMOlylTpnDLLbcA7LfvhcMR+hs6d+5ckpKS2q3T/a6X2d7fryAIR+37/v13qdVqufrqq5k5cyaXXnopH3/8Ma+++uofzhMWFtZ6b9jTGyAhIYFPP/2U6667bp/xe+S3DoTD4WDs2LE8++yz+6xLSFAyRf+K2NbPJ9Bcg9XThCclnF+W1OOy2bE5vbzYR0vA0UTlJ0/AnmQ8tRZdYhbRo6/H31SDtc8ogq5mVAYLurgMfLUl7Hkk1HboxyLBBlXlxDpCvcsCezl3RGCL3oTdaWKLK51J5mWIAqgEmUmmZWzOuQ45bw0CoHEH+Pm1+xlgkgjrfwHhZ4w9QWdMQeHYIIgqIs68vPXnD55+lnR/PnnhQ6iprCFdHer9cq6hCKMYCqAFpFABq9CST9isCUcV9DM6toJ1jWYyYrrSq/Y7IloUBwQBBnbohSp/I4H6cgRkAg1VSB4nomZ/fQgVFE4OlKDACcJqTiXMkgmCyK6Pf0MwB4gdkoXJGovREIpe6rRWAATUOHY3EtbViTUzkUE3hkqkE3v1ouvFF7fO2e8fk9kyZw4dzjmHggW/tvYN+LN0v+xyHLW1rUEBAE9TE56mJuY9+ABJffrS/9prj/AMKCicpESOhfLnQGUBtQmiJ4F9KXgP1nxb2EuCCKj7pC0YAKHqA/cWKM2DsOFgWxlqQhw5Zn+TKRwGEQn79lA5knHHgilTpvDCCy8wYcIEIiIiDjguOjq6nRPz92i12oOuV1A4qQjTH91xR4ggCIiiiNsd0nldtmwZaWlp7XTx964i2ENOTg45OTnccccdTJw4kZkzZzJu3Dg6d+5Mbm5uu7G5ubnk5OS0y4JfsWJFuzErVqygc+fOx+AI2xMfH/+n7hd7jucf//hH67Lc3Fy6dOkCLUHJ0tJSqquriYuLg730/vfQp08fPv30U2JjY7FarUftWDQaTbvqi0Ox91RBMMYd1XGHy56+D4IgMGrUqH3Wd+nSBZ1OR0lJyQEz5g+HPY2ic3NzSUtLg5beFKtXr+b222//w+2vu+46unXrxptvvkkgEODSSy/90zbsuV733Bt+T/fu3ZEkiUWLFrXKB+1Nnz59+PLLL0lPT0etVl6xFcA0+BJ8y+fgScmk1+7lWM0r2SoP4tz+qQCIWh0qYxgBRyO/+bqT74rnnzaRjL5tknGJk6a1ftbGZxJ+1niCziZ0gyYy593/4ndmstwJZsFF/4SVpHj9RAUkBMBRmY1HaGK8eWWrOl9QFqjSpnLR5SO597+fM7Dej745jL7aCoLN0Lj4U5w7lhM1cgr6ROVZU+H0xNPpfF7I3c1tXWWGJISzYfN5eGvKWOjIIN5cg0YIYhXbklUagwZUahGz5KSzbxM/2ZKJ8S0hQusIVe8AP7p78POPZWQmjmBCzHbia1ehjU1DbYk8oceqoPBHKE8sJwBJClBTt4FmeyEgENY3An2CGQgiihrcnnrMpkTiovuzbvqn2Gsq8VQ4aOhSSbFlPQOuvwFTdBSNzbvQ6yJbgwhaiwVrYgJ1u3ZStHQpAGq9vrXPAHt6CAQCB7QNYMvXc4jMyNzvuuayMprLyuh26aUYDuLUUlA4ZTF1hTNqYUNfKLoXtCmgigShsn1jYXUchJ8LdR+3VRFo4sFf9buAAEBLJpzshea9mh8G6o/PMf0F6HpWKtHJFurK7fsv5hAgOtlK17NSj8n+m5ub2bBhQ7tlezcypcV5VVdXh9H4x9JuCgqnDVmREK4/uIRQhD407hjg9XqpqqoCoLGxkenTp7dm9NLSH6CkpITZs2fTv39/5s6d266Sx+12c88993D55ZeTkZFBWVkZq1ev5rLLLgPgrrvuon///jzxxBNMmDCB5cuXM336dN588812duTm5vLcc89xySWX8Msvv/D5558zd+7cY3LMR8I999zD+PHj6d27NyNGjOC7777jq6++Yv78+QCMHDmSDh068I9//IPnnnsOu93e2pNhT1XTpEmTeP7557n44ot5/PHHSU5Opri4mK+++op7772X5OTkw7ItPT2dX3/9lSFDhqDT6YiIiPhDe08VVHGDEEyJyM7KA1QkCgimRFRxg/az7ijaoVK1yvWoVPv2LrBYLNx9993ccccdSJLEmWeeSXNzM7m5uVit1nbBmT+DyWTixhtv5J577iEyMpLU1FSee+45XC4X1x5CIlLnzp0ZOHAgU6dOZcqUKX+Y1U9Ln40994bq6mqeeOIJ9Hp9a8+L35Oens4//vEPpkyZwmuvvUbPnj0pLi6mpqaG8ePHc/PNNzNjxgwmTpzIvffeS2RkJPn5+cyePZt33313v+dT4fSlvtnNQ1u/o17fRK+qLfy9qhloZrShnJ0mLd5AElqNjobhD/LZx99yrXkRwzSb+XS+iy4DunJRp/Morbazq6SRs3olodWoQArQGN2LBQ0+Yr74iic9i1gZ6ECjxsxFxnUQKhhAaqls7qmqpKumAlGQ8csChf44vKjoIFSz8tMPEOjJ1zE7udYR+vvsFgR0Pjfesp3Y1v6EPvGWE3sSFRSOEf+8tAeTuvmp+fxp2Ak7O+dQzUAqmuFp1zhMATcXGdfSv2MUzqYmIpoKqPRocFvC0fhl/qWay0pXDkmqeiJUbgSgSTQhEEBTU0NVcxXxOpC8zhN9qAoKf4gSFDgB7Cz8rFUqCGT0sZbWFwC7swT77pIWmRIgPIBvZ+gPtRT0U75xLbvmzSNpVCfKq5ciCmq6d7qB3QuXkPvavqWyyWcMpGjRotb55UMo03VUVeFoeUjem7C0NNQaLVEdMtErEkIKpzOCCjQt2Xi+UqAUIsdBQ4ujKGZSi+yP0BIUIHSN+av2/zKv7wS+MpBadGojxoQqEqInHKcDOv1RqURueHUUT1/+xb4qTy230xteOe+YNRleuHAhvXv3brdsf46M3wcKFBROe0QB/tYFZqw78JjLuxyTJsMAP/30U6t0h8VioVOnTnz++ecMGzYMgIsuuog77riDW265Ba/Xy5gxY3j44YeZNi2UnalSqaivr+fqq6+murqa6OhoLr30Uh577DFoyQ7+7LPPeOSRR3jiiSdISEjg8ccfb9dkmJbgwZo1a3jsscewWq289NJL+83EPtFccsklvPrqq7zwwgvcdtttZGRkMHPmzNbzpVKp+Prrr7nuuuvo378/mZmZPP/884wdOxa9PlTtYTQaWbx4MVOnTuXSSy/FbreTlJTEueeee0SVAy+++CJ33nknM2bMICkpiaKioj+091RBEFXoBj6N59dr9iNVGLo2dAOfOmZNhvfmj76jJ554gpiYGP79739TWFhIeHg4ffr04YEHHjii/T7zzDNIksRVV12F3W6nX79+zJs376CVdXtz7bXXsmzZsoP27NmbGTNmMGPGDGhpet2jRw9++OEHOnbseMBt3nrrLR544AFuuukm6uvrSU1NbT3uxMREcnNzmTp1Kueddx5er5e0tDRGjx7drrG5wunPmu3VPPHeCmRNN9Sp2ymqjiSoKUMFyAEfn8/fwJYvd3KZdgUVmkzsUk6LRIlMQvMa/rdxFyM7DGXq9KXYXT5Kq+1MvrArpf+5HaGpCqMnC1HtQ6sO0sdQhjarC+SBT1ZRGQwnTR1KOuquLcclqTEKATSCTLamCqFFDsVUOJcbW3KahJbbyvtJ4fwjojOR1RVYe+1bDaOgcDqhNllBEAkKUOyqxx41n4R4E41OJxbbIIw9/4WjQxDToh+gqQCVIPGVSce/6mpJEmCNrCIvkMAAVSEy4I/P5OLGVQwX8mgUwjAPmUhYp5O7n5GCAoAgy4epMaNwSHh9Nnw+G7UNG3C6KklPPp+Ckm+RJB+CoEGW/QfdXg6Cq6yJgNOPJSuS6jkldLnyQiS9h2Z7ARq1ia4517DoxWep3LwBf3NbI5PUIWfiiOtGw/ezwHdkWr2m2FiMkVFkDjubTudfcERzKSicEgTd4NwM1TPBkwdBBzjWgCEbUp+CnZeBoIb0V6Hozr16D+yNCkQ9SHuyBFpe9Dt+CjHjj/MB/TVY9tV23rltXrumw9EpVm545TwGX3rspToUFBQOwPpK+Hxb+4qBCH0oIND79NbbTk9P5/bbbz8kGZRTkdzcXM4880zy8/Pp0KHDiTbnlCZQ9B3eFQ+0azosmJLQDXwKdbqi830wnnjiCT7//HM2bdp0ok1R+AshyzKe4i1IPjfV895Dik9nW/x4Zny9JeToVwWRgiqejJiNRfCxPdzK22XncZVmDX11RTgkHY/FZfBAQx4RwSBFFhMl3QdyoU/HW+u0rKqzcs2FXRk3rAO7nw5potcHTbxtP5fxcfmo+6Sya8diRjS6sAd1zFOlMZ5d0FKnfKjhKFmGBZk3U+YwcOuEXkSF/XG1jYLCqY6/sYpiWyX/LVhAF28CCXm5rDC46D18Cpt2LiJm9w702f1IbbQTUbiRBo2aWrWAqjmCskA0EaKTXsZqVJIPSZLY5Euht64EdXgcqTe/eQgWKCiceJRKgWOE01WJ29NAScX8dtk+eUVfkhx/FtV16/AH9m14mZ50AaWVvxKUQg7GhPiBEA+yHECSg2TceQHF5fPADxFhnREFkYbG7YSdb0HM7EjJZ9uQPAHC09JIHnAGG5es329AQKXVEvT59ll+wOOpqcFZU0Pj7kIlKKDw10BlAOuA0L+tY6D519DyhJvBtTn0WQ5A7ewDBAQIyQhJrrYfkx+F8CEQrmTfHCsGX9qZMy7uyNYlJTRWOohIMNP1rNRjViGgoKBwiPROgJ7xkN8Qaioc1iIZdIwqBBSOHXPmzMFsNpOdnU1+fj633XYbQ4YMUQICRwF1+lhUqRcQrF6O7KpGMMaFpIWOQ4XAqYrD4aCoqIjp06fz5JNPnmhzFP4iBN0OPOV5FK74ElPxdmSVGiEYQLTVER+exqNdK/DXFvNRfQ8SdU1YhNB7ty46mRGx2fywKohH1lJlyuau3uFEaM/GUFpAZOxgOhZ8j61wHVdaYzGmXodVK1E1+ylo8SoEUOEQTDgGTmS3sJShdg8iEKbychm7kAFZZ2R5UM/AQEOoQkGmtUkxbcKnbZ8FGFjwNlt8aaxYBmPOP7ZSZQoKJwOaiHiyIuK50ZzD0tceJVlbxaUuHVlZZ6H/8X2SbG5s2zewJBDOGFkmzufnq+hwtDoN1zZuBWCNN5V+6hJUAujMViyj7iQio9OJPjQFhUNGCQocAxqadlJU9uMB1spU16/fb0AAoNlR0BoQAJGa+rVIkp+E2MFU1ywLtR1WGwkGfTQ2hzQ/65tCNyRXuR3JE+oXoDEYWPbyi6h0Oqxp6fhtNtxNjSDLpJxxBqUrVx7WsQW8XprLywlLSjqs7RUUTkk0ob4diEaIGAWiASpfBckPjiV/sLEMqjBIugNSHz0e1v7lUalEegxLP9FmKCgo/B5RgBxFQutUx263M3XqVEpKSoiOjmbEiBG8+OKLJ9qs0wZBVKFOOPNEm3HKcMstt/DJJ59wySWXHLJ0kILCkSAFfFTNfgJvRT7aPcuCAcQWx7t546/ovU0A3GKtRtgrQXCpq5LqmmbqJAufuQZyQ3w+8T/PRRubylvS31j/WxHXdginB+B1u+mR9y41Oyxk6gugxZEfp7LRVVXM3PJN2KklMbsrUcVF2HV6LI21yMCS+Is5u/iT1v0KAjQG9YS3NE/dEyDYOzhgFAOcoS9A1bgQUIICCn8dVKLIhkAmmepq9Fmh3/2srufgXv41lXIHFlZ2xmxcT19dATdWNLHE4qUhaEQUZJb4M+lkriXcEM7oq+9AbVZkthVOLZSgwGEiyzKNzTvRacPQacNxuWuwmFMoKP4Gm6P4oNsKHDgrzu93YjYmIcsyTncNkhSSF2oLFEB2+qUUl/2Mq7UvQcgeQQBBoyIyLZOU/v2p3bEDtVbLOffdx8q3/0PG0KFojQbK92qGKajVyH/QeBhBIOf88ylatAhTTAym6OhDOUUKCqcPWW9D7JVg7g/qFq3dAdVQ9Q4U7qcJl2AO9Quonw36DtAzF1Tm4262goKCgsKJp6io6ESbcFS5+uqrufrqq0+0GQoKAMyaNYtZs2adaDMUTkMqah1sKaznrF5JCHWFiHoTks9DxYcPQTD0/lynVhPvD7T0BAhtZ9SpkfxqkAJohGC7jPyuTi9ZfSPIXQvR8V4amkLVx0GXg6A2FDzYburPyJFnUP3Zv+mgsWMXQi4bh6RFjYRPbaLfuedQ5fkSuxM0HfvTFDuasrw8+vWJZYerlNyCWmRPZzpqyokxBlB7XVhET7tqAfYKCDjDMoiJjcKVv46ITn2Py/lVUDhZiIkwcNMdV+NyX0FWSsipn3DOVQSHXMbSNz8gR1OFT1ZjFkK+uQgpyKIhF1JRoqZGs4KqgTfQI2voCT4KBYXDQ+kpcJjUNmyitGJBy59SAZBQq80E9qkA+H2zsD9CpE+3Wykp/5W6xtBDQmR4V9KSRlBQ8i02ezGpiecgihoqa1bg9TW22zohZhAJcWcAUL11K+bYWBY+9yx1u0LaglHZ2dTn5QEQnZNDt8suZ9U7b+Oqrz+gRcboaP723vstgQelzF9BoZVVKaEGwsY+4GppomnoAr1Wgcp0oq1TUFBQUFBQUFBQUDgMrn3yZ2oa3QyM38pE31qCoorasCjiG0OJed+4euNLruFvDeVwEA1/GaFdtUDBsEvo1+NvXPf0T8g+P4Myc7l1wj24PD7qPpmG1hxG8lWPUzX3DaqaqnnJ4iUmEKTaHYMoR/LfG+5GFAWaPDbKmivpaE6g8OXr0AhBtkSfy//CQz4EvS+O/hnZXGmMpv7Hd3BJOsyit8VWAREZj6xiizeF9PF3MqB7kvK+r6CwF/bNi6j99jVkBH6N7sTZtTuwCTrCrrqH7JSeCIKgXDMKpzyntMhyldfJzVt+4+2Szcd932qVseWT3PIIwH4CAhxSQCA8rCNh1iwABEFgd8kPeH2hkkNR0JCWdC6CIOByVwMSjc27KK1c0BoQiAzvTFLcWcTHDCAupi2yH9e1K6aYGMJTUkNzq1QE/aHopkqr5bwnniRt4ED+9v5MMs4edkD7Ah4ProYG5WanoPB7DDmh/9V7VQEYsqH8FdhyHji3nDDTFBQUFBQUFBQUFE5lfl5ZzDMfrKaidv/Su8cSq1mHhgDn+1p8DVKQjRUhSVGXpGWhpwurNXq+DnTBL6taHSt7Ui5tkjYkzyOqiB5zE36dgYCoInXtQkqLtuLzCfjREpY2CV10Eur63ah8DoIN5VQt+AB3/jostZXE7R7IhYMnM7J/L6ZeciFiSy+ecL2VbnEdUWm0+FV6AGpUzWjEUGXBmZ2y+b8zJxHRZxSRt73DVk2o70tQFnBJGoKATgjST19EdNNiJFlS3vcVFPZCEx4HohqV0cLimgTesZ/Ly41j0esymPZeLrO+36pcMwqnPKd0pcCzBWt4rWgjAJvPmkSkVn/M9ylJforLfsHmLCUirCM2+258/uaW+Ip0WHOajUkYDXHU1K9vDSKIoh5JCmn+9epyM6KoobZ+M3ZnMW5PfbsKgbjo/iTFD2k3p89np65xM2HWDpgMcWyb+z2r33kHgL6TJ9Nx9PloDIZ223idTr64ZjIB775NUzVGI5dMfwNjlKIFrKDQiuQLVQr4m2Fjn9AydQIEKlsGiKFeAhkvnEgrFRQUFBQUFBQUFE4pZFnmknu/Q5Jkzjsjjf8b3+u47NdWtJmfls5irSWcYbFnkb3gdUQglyw+axhMF1MdpS4TdlmPvu98/Dv7cL9qMTEqOwBbfUn84u6OIMjcZp0HQPSFN1P/28fIztA7/E6DnvfKx+FFw9gzM7hhXA+8XifF897BKqtwbVnUas+Ltgt4dtrVmA2adnYuWldGfbObi4Z2QPA6eGPBGyx1lhClD+fh4beRaI3f59iKF3yJb9kniISkh+UW78O7ieHk9DiPKX0nHOOzq6BwahGwNyJotHz11mv0da3BJWn4PKwP64o7AhDdfy1PXnATSfu53hQUTgVOyZ4COx2NvFOymd0uGxEaHT2tMVR5nIxd8x0djGG812MEGvHoFUF4fTZq6tZitWTgdFXSaAtJ8TQ15xOUvAiCCqslE5M+ltqGDfgDTtQqI4Ggq2UGgYTYQZhNyRQWf9OuP4BK1JMUP5Rduz9vV1UgSR5EUYfZmEh+0RyCkh+3pxZBUCGKoZZGgqAhzJLerjogKPnxepspKvsJj7eOhqYdmGtzWPPuu6j1enQWC+mDh+wTEACQAoH9BgRoqRbwezxH7ZwqKJwWiFrQZ0LRlW3LWgMChAKFVe9BykOgPsKmQ3VfhP6lPAymrgceZ1sBQRuEjwA5CARBPPYBUwUFBQUFBQUFBYWjwby8Rayv3EpKehyN1Qb6dYmi/tcPcGxdSvSo6zF1HHBU92fbMB9/fTnhgy6l9tOn6Bfw4wg3kuiREAGHNQNrl38wpMxB7ibQ61So4zcRLvkYG/4rNeZsuo66gpV5G/lwYyHBuAr8BT35n2sQIwZHEubxtAYEJKCj28OImKVsUl9AVb2LO15ZiFNVSWN0PmeFJXFei8d+oXUoEy44r11AoMnupXnLEn75Zhsb/WkY9WqWOD6jwFWGRlQzKK3ffgMCAJqy9QSFNp+DAPhFkUKjlliP7aieUwWF0wG1JQJJkkl37AARjKKfv9tXoTX7qNRo6NlQROn6n0g6e/IR7cfl8fP+d1uJtOq5YlSnA45z+lzsrNhK58gMDNZo3H4PBo3yrq9w+Jy0QYEGv4dXdm8gQWekye/jsvgO5JgjALhr+xLW22oBsKq1LKwvo9Hnochto8hto8LrIM1gPWIbfH4HzbYCbI4Smu0FNDTvICVhOAACIpIcQJZDcjzNtjxEQSQQDDnOBUEgOqIndY0bARmvr4mYyG6IKn27oEBQ8rBr9+fI8r7NfhNiz6CiOhdZDrYuk+UgwaC75bMfjcaCuqVc0OtrZkf+xwQlX2uAwWiIo2rLFmRJQgoEuOydGQgHCJgYwsJIOeMM6nbtIrlvX8rXrye2S1eS+vTBFB1FWFLSEZ9TBYXTkkDtgdcFm6D4Yejw+pHtI/+fEGgATyGkPQO+CvAWQMwV4K+F/JvB2AXqPg6N1+eArxTkAMT9ExrnQsKNoM8AQQtRFx2ZPQoKCgoKCgoKCgqHyaqyDWyp3kmUMQKNSs352cMRBIEt1Tt5b93s0KDozRgTDLy582ceK6wFnwfH1iVHLSjgzFtD0N5A3Y9vAyAaw9BGJOCvLcFpNCFXhRrFl9e7efeHPC4amgmAx+fn/L6Z9Cz3k+DaBK7NiOGRaOKToGoxanUA0WRjXVUaqxdEcVfGOlIBvyzQJEYQJTfgTA4yNCGZj37Iwyh4UCEgaaJYX2RhaFCLRfCirmukZ3Zsq70zv9vKlqWLudk6nykWmO48n9hoHfmlxciyzLjOo5nQfewBjzdyxGSqv3gWdXgcctCP5HGiP/NSrjOoGZyiNBhWUDgQLlnDHs2MgKxionZ9SB6sEeSl3xMccDkqg/kPZjkwi9eXM29FMQDxSUF0VhdZNTUYRA3mXiN4d83HFDWX429u4KqdRZQgsbj3AH6xF5IZlsw1jX50bheG869jvaOCAUm9iDQeYVKiwl+Ckyoo4Ar6sQV8mFUart7wc6vjH2BOVT6LBl1OoauZWG1Iz19EwKzSYAv4cAR9jI3NoIMx7IgCAg5XBR5PAx5vA022fHx+G3ptKBgRDHoJSj665VzLll3vI0seREGN1OLQ93qbEAQ1shzEH3BiNiXg8dXjcJbR0LSNhqZtAIRZcmi272rd5+8DAukpF2A1paBWG/B46qlv2gbIv6s+aDlnrkp8PjuCIFJZs6JdwMGgjyEj5QISJjQhqlXE9+hGQck3BIIeMlPHotXse9M654EH93tebM1Otm0oIDImjJj4SFSqU7odhYLC0aXzV7CuJ3hLAd++632V+9vqz2HqAc0LwbEatp7btrzsJZDsoUCga0Pbck/bPYaq6aH/i+5tW9ZzBVjOOHK7FBQUFBSOCEEQmDNnDpdccsl+1y9cuJDhw4fT2NhIeHg4s2bN4vbbb6epqem426rw1+Ov+vtWVFRERkYG69evp1evXvtchwqHR52rAavOwpbqHbyY+w7yXpXynoCXsR1HUGmvwag24A6EMmBd/lBCXGPfc0iqrSZ88KWHvX9f0M+SopWoRBWleSsYsnppaIU1Gp+9nv+ULOGWSY+wdMcCluTPJ1+loqccwdKK/ohaL5X6XLollnK5L5+aHTH0Pf92dpbsRPT7KHv9XyTJMv38Z+EapGE7W5BdFgRknHU1oAkJDn+lHcdjNw7mNr2ZshoXy5Zs5V/qOagFiRnGRGJL9FhNoXf6zqpi1u2sYVifZFaVb2DlrnIk2YBfFpFFmXtuOJOE9ERu1V1DQUMJsYFu3PDv+Yzon8r4ETn7HL8+MYu0W2fsszwR+Dl/MW6/h0EpfYg1Rx/2OVZQON0QRQEuupI5C+exoyKHWyy/gBBgTzeByoCVBFmN8Q/mORjdOkSh0nmR1G7e2vQWmV4X/6xoxgnk/vwr5wTzmR9pYrM9CzMh/2FFXhkp4X6GVmxB4/IhAbO/fYrccCMry9bz6PA7jsrxK5zenBSeXVvAxw81RQxb/iX9l37KI7tWtAYELKpQqVy518mLheu4YNU3zKsr5qGsfiwedDm2gA+dIPJQ1gD+0/0c7ulw+BHuQMBN3u4vKamYT039Onz+UAmdwdAWna9r2Iw/4ESjNqESda0BAQC3pw5pL6d8Udk8BEG1z36a7bswG9PQ66LRqNsHMHTaCAIBF4Ul3+NwVYSijy23G5VK126sKGpxuivZmvcBJRULaGjajkrUIwgheaEwSwcEQcAQEcGA664nsmsaNkcxLnc1dkfxnzo365dvJ29rMSsXbmLV4uPf2FlB4aRGZYL++ZB8535W6iFpf8v/JKmPA/veT5Bse0mP7bVeHXPw+TaPgIBSJnw0qaqq4rbbbiMrKwu9Xk9cXBxDhgzhrbfewuUKBXTT09MRBIHZs2fvs33Xrl0RBIFZs2a1LtszXhAETCYTffr04fPPPz+ux6WgcKoyefLk1utHEASioqIYPXo0mzZtOtGm/SkGDx5MZWUlYWFhJ9oUhdOQva8TrVZLVlYWjz/+OIHAvlXMCgqHS15pI5+sWMhN3z3IQ/Of4/UVM5GRkX06sEcjy/DFlrl8sOELZqz9GK1Ky6xLX2J4xmAAsiLT6TVsMvETHkAXn3HYdnyxdS5vr/mI/6z6L8urtxEQRVCpWd2tD9Myo1mPizJnPd2qa7it2o3ZEMFPCRpicpZxa9RXGItX0EtTRIQUoENlNTe9X8hnUbGYJBl1i07/OM1S/pa3hW7haWRnmLjAuoPOmnIABEHmyrPiaJr7Fo3z3kXUNjI6bSl6wY+aIN2skcSFlbba+413IC99vI7nPl7OS7kzqIv+DUOOgWfjk3mtQyKWxBQAhqT25+pel7F4bTWVdU6+X1r4p87LluodvLv2Ez7aNIf/m/sIW6p3HvY5VlA4HTm71zD+eePDuExRbPeHFDSqJRPzPJ1ZmHwdBoPuD+c4GMmxFgafX4++6woEVZAxdW3N1SO9VYhAjj1ASXVPZjnO4ktfX7ZGyoypc9DJ5cMlCuwyaNhk0nJNRRN/W5HL4qX/O+LjVjj9OeGVArIsc9nauWxzNLQuq/O5EQCNIGIP+hERkJBb/wE8mb+GRfUVOIIh+R6DSsPi+nIez1/FpfEduCmtx5+yocmWj1qlQ6XSEQi4EAQ1yGpUahVuT21rI2FR1FFcNg9/oO0iVavMBIIOZIKoRN1e2foyDkfpfvfpcBUTGd6ltXpgDzptOJXVywlKXsorl+J0V7SuU4kG1GofgZaghF4fhd1RgiwHEFsCAWZTIimJ5+Dx1GExp7Wb22SMJyqiG8GghzBrhz88L82Ndpb9ugG9QUdEtJWm+pADsaainp/nLGPg8B5Yww+/REpB4bTAVwObz4ZAE/irfrdSDQN2g/YIGw8FXWDuDRmvwO7/2/8YY3cwdIH6TyH675DzIVS9DWXPgyBC4h1Q+mSb1JHkgLU9ATdo4qD7YtAoDqfDpbCwkCFDhhAeHs7TTz9N9+7d0el0bN68mXfeeYekpCQuuigk2ZSSksLMmTP5+9//3rr9ihUrqKqqwmQy7TP3448/zvXXX4/NZuPFF19kwoQJJCUlMXjw4ON6jAoKpyKjR49m5syZ0BK4e+ihh7jwwgspKSk50aYdMlqtlvh4pYGdwrFjz3Xi9Xr54YcfuPnmm9FoNNx///0n2jSF04CVO4p4ckZIUlcM602h2U1SJx8Onwd5x9l4PCLqlB1EZzbh9oWqApq8zVz/zVSSLXEAyMgICExfMYtqRy3/N/CaP5XNXuusZ2vNLsyaUC5vR79ApDtAY1wGMY3VJDfWIQkCSCJrcqsZsm0+CcAlbiebUzMY0FiG0ecnsVnkrXgLRq+aOlsyt2k/oNYeRQABNTJ+GTSCjNpWw8QtDv7t7IHdG3olcMtqPooN46ZgEa68NQDsqN5Bp4oyJGButAWdYSib6wvoZF1GSo8+7FwSD8hszbcR2TucJtHGP8/ujUxvoowRmLXtnxsvPycbnz/I8L7Jh3Rear5/E+f2ZYQPuRSjxkBitZfx9Y1s3v4euT2v5J/jDt2noqBwutK8+gcafvsfKyOtuMIy+Kh0CHNc/XDJes4YoOOhCUf+ThZ0NnPrgCk88p8PSG0qJEYdemf3yyKfu85gcFgJcu+OmBdp2OLvwLPXnckEi4uGFd/AxiWI3QdToOqMY1E12aavEAH96nls3ZyLyeslrN8FRJx5+VE4GwqnGye8UuCzyrx2AQGA5Y1VyIBPlqDlIQDg7ZItqIU2k5c0VhCjMfCvlG6cFZnI2yVb2O5o4LmCteQ7D17i6vM7aLYXUVq5kOq6tewunUte0RzCLB0w6GKQ5QAyHgIBJx5vA5oWqR2nqwyPr7HdXIFgKEAgCKp28j0h2yU0Gst+bRBFDUZ9LMJe2b02RxExUb3QacNwearbjXd5KggEQtmm0ZHdSUsahU4bgdEQT2rSMLp1vJbM1AvRasxYLaHs0r0RBJG0pBFkpl7Y2ofgYBRsL8Xn9WNrchATH0FialvmsdvlYd3y7fj9ShaRwl8c5wZw79hPQAAgAKtTYOMQkPyHN7+3NDTH8sj9BwQ0idB9GfTZBJ0+gb750PF/IGog8RYYUAz9d4eCCu16H6jAXwT+anBtglWJUPbi4dl4kiEHg3g3r8e9aD7ezeuRg8FD2OrIuOmmm1Cr1axZs4bx48fTuXNnMjMzufjii5k7dy5jx7bpu06aNIlFixZRWtoWNH7//feZNGkSavW+sXqLxUJ8fDw5OTm88cYbGAwGvvvuu2N+TAoKRxtZDhKs20Cg7FeCdRva9Uw6Vuh0OuLj44mPj6dXr17cd999lJaWUlsbuh9OnTqVnJwcjEYjmZmZPPzww/j9bffrjRs3Mnz4cCwWC1arlb59+7JmzZrW9V9++SVdu3ZFp9ORnp7Oiy+2v4+mp6fzxBNPMHHiREwmE0lJSbzxxhv72FlXV8e4ceMwGo1kZ2fz7bfftq5buHAhgiD85eRb/qpIkkzFtnoKllVQsa0eSZIPYasjY891kpaWxo033siIESPa/Q7uTUFBARdffDFxcXGYzWb69+/P/Pnz24158803yc7Obq2au/zyNkfEsGHD+L//+z9uv/12IiIiiIuLY8aMGTidTq655hosFgtZWVn8+OOPrdsEg0GuvfZaMjIyMBgMdOzYkVdfffUPj2vr1q1ceOGFWK1WLBYLZ511FgUFBa3r3333XTp37oxer6dTp068+eabh3kGFQ7Ge2s/ba1q7e12MqjORVW+Hn9lOl5/6O+ACg317iZWlW1s3c4X9FFmqyIlLJGbz/gHxU1lLC5eyc76Qt5Z89FB9+kP+qlurqZx8Wc0r/6BpxdN581VH7K9Np9hcd24urSWsbU2YioLwOPAsjMPgEB9PJ8trWWZJ4sgEBWQOKOkGKPPi4yAiMDwehuzY61oTU1YRA+Z9nLkFrdKs9CWMCd63YwdmMxmXS9es43i6aZL2Eksy0QXuqQc6uKSWSk1EwSa1SpWWfXM276SkmA0z9ovwTryBq4Y1Ylws44rzuvIyxc8yttj/02X2By6xuYQb963KrhrZhRP3TiEEQPS9lm3PxybfkP2uQms/I7/XPRvejQJWAUv/dQFRK+fSWn+OmT52N+DFBROZpw7VyD7vWQ2NqKOL8IUt4NsdRWRop3VazxMeP9BcktWH/b8DQs/ofiVKcx/7Wam2H/hAnUeOmS2GTS8mhRByohELp76NJeNvIYZD4zgvYdGkp0SQWp4Er1G30Tm1E/ocsH/UVtiwuU186mnHzuMWqJdLgwNNUjOZhoWfcJTr3xLQ7P7qJ4bhVOfE14psD9cUntH895/hoxCgPvCPJgFmbftegr8bmaVb+f9sm2tQQS/LPHy7g280W0Y31QV8Ft9GX9PzGFgRAIATbZCCku+a53dZEho/VzfuH9pHL9/X5kNUdAgiloCQWdo69+93Go0FkRBhcWUgj/gwqCPxmpOp7x6CTptBEnxZ6ISNTTZCqiqXYXLXYPZlERi3CAs5hTydn8BQHrSaBpsO7HZdxMT1RODLprI8E6IopquOf9o3d/v5YWOlNSsBMqKqhAEkYgoKzHxEVSX1xMMhs5zc4OdHz5bzJkj+xAVq2hrKvxFCT8XkqeGsvkr3wCk9uvlANiXQaAOtAkHmuXAeHaHGgz/HjEMOrwGcVe3LRMEMBygCsg6COJvhMYfwFcLYUOh6ae97HRB0d0Qfx2oT92KAc+yRdjeeRWpvi0AIkbFYL3hNvSDzz4m+6yvr+fnn3/m6aef3m+mPy2a4XuIi4tj1KhRfPDBBzz00EO4XC4+/fRTFi1axIcffnjQfanVajQaDT7ffnpXKCicxAQqFuPf/Aayp+3aFPQxaLrfjDpx6HGxweFw8L///Y+srCyiokLt4iwWC7NmzSIxMZHNmzdz/fXXY7FYuPfeUA+WSZMm0bt3b9566y1UKhUbNmxAowlJW65du5bx48czbdo0JkyYwLJly7jpppuIiopi8uTJrft9/vnneeCBB3jssceYN28et912Gzk5OYwcObJ1zGOPPcZzzz3H888/z+uvv86kSZMoLi4mMjLyuJwbhZOD3auqWPHhdpwNntZlpkg9A6/uTMaA41ctYjAYqK+v3+86h8PBBRdcwFNPPYVOp+PDDz9k7Nix7Ny5k9TUVNasWcOtt97Kf//7XwYPHkxDQwNLlixpN8cHH3zAvffey6pVq/j000+58cYbmTNnDuPGjeOBBx7g5Zdf5qqrrqKkpASj0YgkSSQnJ/P5558TFRXFsmXLuOGGG0hISGD8+PH7tbO8vJyhQ4cybNgwFixYgNVqJTc3t1UW6aOPPuKRRx5h+vTp9O7dm/Xr13P99ddjMpn4xz/+sd85FQ6PoLEWXZdGoiqiuVpcDoCj+gzWeDoiWOogqCGodiACXslHoDaJgY0eTGFVLImVKW2u4JlFb1Dravud3FS9gzJbJQkqIxvXfkOR1cqYbhegU4eq5x9f+CqG3Vv5e3XoHT6tWzfKgbWVm4muCuMcSUYDCIAsgy7gxNwQg1lbi19TTy99GaJKQ1CroxE/ukAAERmNz0NPH+yqSWaBQUvXVBMFJgPRcWdTXdDAgBHnIBf8iLdkKymDLqdDVg/GDO/K23M2Y6vaSDCsmQ6pvUgaeBUfLHqd7VXb+KhXOlf2/TssfYOYtCYu7N+ZjsnRmAwaJozIYcJevQH06qP7vq9P7YyneCuGtG7o1TrCBl/IhgXz6Kopo7euhNovnuG9rucxbex1R3W/CgqnEpHnXE3zqu/YqDFyxspqLtWtBgs0SwYeafobfruFDZXbGJLa/7DmbyzZggB08TW2ehL8skhJl/48M+wGrPq2JGOzUXvAeSaM6IjT52GbRoWU2oOonTuwOBzoW+51I2xf8uonkTz2rzMPy06F05MTGhRwBwP8VPvntO1H6v3014Wc73eFubmp3oxPCrZePGpBJCBL5DZW8F11ITdtXQjAT7XF7Bh2NT/UFPF83nJ6qTRcZQ45VSLCO5KadC47Cz5Hkr0H3HcbQqgGQPYjS9IBR5mNSTQ278DrayIyvAt2RyleXxNqlZ6k+MGoxNBLZbi1A+HWDkhSEFkOUFgyF5WoITVxJIIAkRGdiAjPIRB0o1Hv3+F0LIiOjWD0ZWchCKDRhmw9d+xAcn9dj9PeFmFcvnAjF44/Ns42BYWTHkEF6c+EPtfObpeN7zEMxC2pMSdMQPNnAwKyBM5N0Lx0/+s7z4GI4X/CTjVk7ZUBJ/nAWwJbzgPv7r2We4AwCLpD1QbCSRk73i+eZYto+vdD+yyX6mtp+vdDhN//5DEJDOTn5yPLMh07dmy3PDo6Go8n5Ni5+eabefbZZ1vXTZkyhbvuuosHH3yQL774gg4dOtCrV6+D7sfn8/Hiiy/S3NzMOeecc9SPQ0HhWBGoWIxv9bR9lsue2tDy/tOOWWDg+++/x2xuqfZ0OklISOD7779HFENZnQ891HbPSE9P5+6772b27NmtQYGSkhLuueceOnXqBEB2dnbr+Jdeeolzzz2Xhx9+GICcnBy2bdvG888/3y4oMGTIEO67777WMbm5ubz88svtggKTJ09m4sSJADz99NO89tprrFq1itGjRx+T86Jw8rF7VRW/vrJ+n+XOBg+/vrKec2/vfcwDA7Is8+uvvzJv3jz+7//2L1fYs2dPevbs2frzE088wZw5c/j222+55ZZbKCkpwWQyceGFF2KxWEhLS6N37977zLHn2rv//vt55plniI6O5vrrrwfgkUce4a233mLTpk0MHDgQjUbDY4891rp9RkYGy5cv57PPPjtgUOCNN94gLCyM2bNntwbycnLanKuPPvooL774IpdeemnrnNu2bePtt99WggJHkQ2V20I98ox2mm09abYaMAg+agIRABj9Il2kOnaUpxGIqQQgoSyGyy0/gx2ajFZcokBMbRV1kRpkFYiISEisq9hMz2XzCa8sQDDrmKc3cWGHoVR8P52e5RtZatHhV2swmMK5fvgtZFds4r2fV3FOfR1anYQcat4XetcVJG6oqyFWdOAxV6MnAEGosFtIUYdUAWQ5NNaHinx/HB5NNDOjm6h01JDVtA1cvRFy1zDEv4vITmdiyuoDgFaj4v/G9wJ6EZCuZG3FJh777WXOTh9I55hszkjpTaIljncuega1qG4NbBwPEiY9RsBWi9oaqjo4/+zRfCfm4Fv8MBo8hAWCXLR+Eb9En8PIQZnHzS4FhZMJfWIW+kvuIGJdKZnCS63LdXoNfTMchHfQ8bduF/7peZs8NuxuG5ttTrq3eBmDCHxgPwtfTDbPjr7gT83XOSOS528eDoR8BN7hLhYUrUTz3X/I9AaIUTnoIW0BzkSWgsgBH6LW8KftVji9OGHyQT4pyPc1u/m57s9puq72qbG3+OE3+0LOqr3d8lmGUIZrrc9NQG5b080SygiblreCXR4Pnzl1VIUPpVeXW7BaMlhf/COS+lD7hbfVLuy/9F0gLrof8TEDULXI9DQ0bcPprqCxeSfN9kKqavYtLxJFFc323TTZ8qhv2oZOayUqomtoRkE8rgGBPWh1mtaAAIDBpOfcsQPRaNokj4L+IGtzt+JxH0pARUHhNCZnFmhTW3/c5dTziWM8K909D7rZftl9N2zoDSUPti1TRQBaEHSgjT3Y1gen7nNYZoSNA0PyQXvQJEHVO7A8GpYbIVcPzYsOfz/HETkYxPbOwaUEbDNeOy5SQntYtWoVGzZsoGvXrni97e+PY8aMweFwsHjxYt5//32mTJlywHmmTp2K2WzGaDTy7LPP8swzzzBmzJjjcAQKCkeOLAfxb95XLmdv/FveOGZSQsOHD2fDhg1s2LCBVatWMWrUKM4//3yKi0NJKZ9++ilDhgwhPj4es9nMQw891K7fwJ133sl1113HiBEjeOaZZ9pJj2zfvp0hQ4a029+QIUPIy8sjuNe9ZtCgQe3GDBo0iO3bt7db1qNHm26zyWTCarVSU1NzFM+EwsmMJMms+HD7Qces+O/2YyYltCd4ptfrOf/885kwYQLTpu0byKOlUuDuu++mc+fOhIeHYzab2b59e+t1M3LkSNLS0sjMzOSqq67io48+wuVytZtj7993lUpFVFQU3bt3b10WFxfSkd/7GnjjjTfo27cvMTExmM1m3nnnnYP2BtmwYQNnnXVWa0Bgb5xOJwUFBVx77bWYzebWf08++WS7a1zh8AkEQxUZH6z/HLvbgxxQ49IFeKLpEh5p+hslgVhUMcVcGbaIK825PGb+lptKG1BLMk0RNholA25BpEklMrmymYuaGzkjPwrZHolOCL0TlzRVoG5xaAVFkcyIFNwFG/BtW0afZhfxagOJt75Nyk1vsH3rAso3/oRBsLLDn4AkC+wp4vRIIZdIrBhy/uuFNtWCFHUDftRIhHoC1ARMaAkyIbmMR68dwuDkXtxY3sxVW3KxFW1H3voznuIt1Mz/EH9g379ralHFZ1u+Z2vNLn7JX8y4LqNJbOmbYNIaj2tAgJZKVk1YbLuK1rFnZaK68AEckgZBgDDRxXcbf2DR7hXH1TYFhZONwd0TcXQdh0MIVezsVnuYYJvDReuXESn9Oddqk7uZ2+dOY9F70+jRXNqSdgw7w85kgz+diJh95cEOFVkKUj7rfspenMz6r/KYo09t9Zme3TuZsvfuYfezEyl6/krK3rv3sPejcHpw3IMCQVniwtXfkv3bBzxXsBYR4RC2aqMooOKKWgt/qzHzln1fXfwdrpDevxqBoZFJvN7lbNIMFqK0Bl4r2sC5USkIgFoQSAtLQxTVLM//Er2/nkJXE0ZDQqjJ8BEhY3OU4PHWo9eFghGCIGLQxaASQzY32wuob9xKUdk8fH5765YWcwomQwIWUypGQ9wR2nFsEASBwSN6ozfoWh+myoqqWbN0y4k2TUHhxOGrhqb5oG/LotGpjBiwEW05QCO0oAt2T4XK/+y7ztW+CTmqCBhQAv0LoV8+mLoevq3Ni4AgBOpBckFEqAEukhvKnoXgnvLsIFQfXM7mZMG3bVM7yaD9IdXV4Nu26ajvOysrC0EQ2LlzZ7vlmZmZZGVlYTDsm4GhVqu56qqrePTRR1m5ciWTJk064Pz33HMPGzZsoKysjMbGRqZOnXrUj0FB4Vgh1W9uJxm0P2R3LVL9/uUbjxSTyURWVhZZWVn079+fd999F6fTyYwZM1i+fDmTJk3iggsu4Pvvv2f9+vU8+OCD7eS5pk2bxtatWxkzZgwLFiygS5cuzJkz56jb+XvHpSAISAepRlU4vaja0dBOMmh/OOs9VO3Yj5zgUWBP8CwvLw+3280HH3xwQDm8u+++mzlz5vD000+zZMkSNmzYQPfu3VuvG4vFwrp16/jkk09ISEjgkUceoWfPnu16Yuzv933vZXsclHuugdmzZ3P33Xdz7bXX8vPPP7Nhwwauueaag0rp7e9v7x4cjpDzd8aMGa1Bww0bNrBlyxZWrFAcn0fKuootXPXV7Uz+z3Qat3XCs/EsvBuHoU7diZy1EbesAUFCHVeCSQxVn6uAVG8Aa1DCl1TKM/HJPJkZRYVegw0tkgxnUcyjlflEr09FcptweX0k/O0+DDkD6K8Ox168hbWyA1tYJEV6DYbEjlgMYXiqi4hc8Bkj8gsZrt9EYpqLJyxD8EqhJDc/bb97pRgJtLhI9oTgNC1LjGKAWHVINjjeuZOIbV8wRhtPmtuLTvIxMLoJR/IAqoNW5js7sWTFDmq/f5Pm1T+0Oz+jsoYSZ45hZNbxkc47HLr07Ept96twqCzk6qJIFtew7ac32VWdd6JNU1A4YfjyVjAmajdV+tDdwaVW0yhZEcPjEfX7TzDeUr2Dd9d+QpWj/bOwO+CluSADmkP+wqagAdfZNzLm5tt47a5h3D2p72HbKfk8eCvyEeQgEc4KBP+5CNbQfrzFG/FVFYIUClr6qgqQg4fZ+1DhtOC460I8lb+a9bbQBVHhdR72PB754MGEADK9lnzCWZGJFLvtFLvtfF+zmyERCaw/8woCskSCPvSwWyOpCQOiRBmXu/IP9x0b2Rd/0EFj884DjnF7athdOhcAlagnNWkEEWFZVNetpbxqCRZzGsXlv4TWq3SkJAwDQKM20bHDhD91Lk4E4ZFWRl06hKXz11FfHXrIb248/O9TQeGUp/RJqJweirUKemR9Jjn+FeRo5yOYRu5/m+r3oPy50GdBA/VfQOJtEDEa4q6DpnmhdaqIULNglTn070hJeQgkL9hXgrETWAZD47cgu0GTAN7CtrGuTSEpI+GE96U/KFLD/rWPD3fcnyEqKoqRI0cyffp0/u///u+AjpTfM2XKFF544QUmTJhARETEAcdFR0eTlZV1FC1WUDh+yJ5Du+YOddyRIggCoijidrtZtmwZaWlpPPhgW0XWngqCvcnJySEnJ4c77riDiRMnMnPmTMaNG0fnzp3Jzc1tNzY3N5ecnBxUqraKyt87GVesWEHnzp2PyfEpnJq4mw6t2vZQx/1Z9gTPDoXc3FwmT57MuHHjoMXBXlRU1G6MWq1mxIgRjBgxgkcffZTw8HAWLFjQKtXzZ8nNzWXw4MHcdNNNrcv+KKO/R48efPDBB/j9/n2CEHFxcSQmJlJYWHjQoLzCn6fKXsOMNR8T8IMjL6XdOqvdhBRZiSN1Gzl2iXPqK0nxhrLya9UC6y1Gwn1BKvIHIntNaJJ2MMDpwCQ0IAoQqQpVnHRRV7Fr85ks2RqkYMvnTG1aBcDulV/zdayFBy+7g2xjOENbMvCDWh0+AdQynF1bj0quwxdpQiuGnGIW0dsqDVRqlVgb34Hru46l9tvXIBjAIekwi17klkCBLIMRF/a1P2FbOw8B0Gf0ZOK4f+JGz52vRGLzehnVvBb7xl8BMHUejNoc6sF3XtbZnJd18kvvnnvJGBy+4fz2/o1cXhsKpGmLt0Nc9h9uq6BwuiF5XdR8/QrIEvGWMHZYtRTHTOLDIjd9YmJ4TLP/fh+vr5hFo6cZu8vGlXYZORggevT1JFhiSdF25EtXEjvECPqe15NxQ0YAkJF4ZP39VHoTsRffyo616ymsyWbSiJ6oF3xJEHBpNWw36Uh3ezFLYMfIhoI6euccRu9DhdOC4xoUcAcDvF1y/LLJJWTWNFXTPywWVzDAVkcD2aZwYnTtM0fmu1RkGyGs5f1NFDXERw+gsXkXbm8tIBAR1gmXuwqfr5mahrVYTGkkxw8DZMqrliJz4LJ3vS6ciLAsZFnGbEqmc4dJyEBD03ZkOYhed+o2kZP3KmO2hh9/eSMFhZMGY0giSEZCkD0E3AVoaHl59xSBZcC+21gGgsoCutRQk2LnevDVhIICMZdD8L2QQFrclKPrlNfGQ/aMtp9lCXRJoM8KVQ6UPBWqesAPjjWQqwJ1FPTeGBp3EiJGRh3VcX+WN998kyFDhtCvXz+mTZtGjx49EEWR1atXs2PHDvr23Tfbo3PnztTV1WE0Hqp0nYLCqYegP7Rr7lDH/Vm8Xi9VVVUANDY2Mn36dBwOB2PHjsVms1FSUsLs2bPp378/c+fObVcF4Ha7ueeee7j88svJyMigrKyM1atXc9lllwFw11130b9/f5544gkmTJjA8uXLmT59Om+++WY7G3Jzc3nuuee45JJL+OWXX/j888+ZO3fuMTlehVMTQ/ihNQ891HHHkuzsbL766ivGjh2LIAg8/PDD7apavv/+ewoLCxk6dCgRERH88MMPSJK0T9+dP7vPDz/8kHnz5pGRkcF///tfVq9eTUZGxgG3ueWWW3j99df5+9//zv33309YWBgrVqxgwIABdOzYkccee4xbb72VsLAwRo8ejdfrZc2aNTQ2NnLnnXcetq1/dRYVraTe3Yhk31MlGxLuT1HXcLt7Hf4yFc/YBnCeeQnpXk+roz3KLzOiwYkowNeqfH6jJwOcTsaL20La/y3YJD2LAzkh9W1JTUVhGLv7nUGGt4F1Wjt6tYYYUySJ1rb+G3m+Jmr0GrLdfuQWkY7w2AzkPr0QFn8BPg+GjB7s1Kuo9tQxblceVXkvY714KmVNMnJNAWz7AgEIIFAXNBOvClX6B4RQw+KwfuejMljw2Tw88I9++AIyu9avJVHS4TImkGG0/P5UnRJom+oYWx8KCEgIRCYdQaWygsIpjKDRobJEErDVYbY30wlItH1ElXogFfUHfpfrHt+JJUWr6CcYsa//GgBjdl/MnQbxwFVDWLSujDO6Dyc9/sAJYoeDuetZ9Ot6Fv1afvYnPY6nfBeGTmewctuPVG5bR3x+AQX+KCI/fYAtGgfh/S4gecQ1R9UOhZOf4xoUMKjU/DO1G3OqCqjxuQ9hiwOjBgKHMM4lBVjdXMPIqBTe7TGCFP2+WbZp1mQavXWYVSKd0sZgNMSjURsx6KOprl+Dx9NIIODA62tsm9ddhd1ZjEplIMzagSbbrv3u32RMIj15FLIsU161mJr6UAMxQVC16ueqxOOrHXg0iYi20lDbDIDLefCyZwWF0xpjqHndnhqm1oBAymMQ/bf9b2PpDwMbQ82KK16F0gqIv7ZtffyBdeaPKoLY3sbws6Hpx/ZjAvVgWwoxJ2clk7ZLD8SomINKCInRsWi79Djg+iOhQ4cOrF+/nqeffpr777+fsrIydDodXbp04e67726X3bg3UVHHxhGqoHCyIEZ1R9DHHFRCSDDEIEZ1P+D6I+Gnn34iISGU/WSxWOjUqROff/45w4aFKjTvuOMObrnlFrxeL2PGjOHhhx9u1VJXqVTU19dz9dVXU11dTXR0NJdeemlrw9M+ffrw2Wef8cgjj/DEE0+QkJDA448/3q7JMC3BgzVr1vDYY49htVp56aWXGDVq1DE5XoVTk/hOkZgi9QeVEDJF6YnvdOITiV566SWmTJnC4MGDiY6OZurUqdhsttb14eHhfPXVV0ybNg2Px0N2djaffPIJXbsevjPxn//8J+vXr2fChAkIgsDEiRO56aab+PHHHw+4TVRUFAsWLOCee+7h7LPPRqVS0atXr9Y+INdddx1Go5Hnn3+ee+65B5PJRPfu3bn99tsP204FODOtPxurtrGrIfQcfJFhLWcYdrJOHYc6IKEWJLKt+SzzZBKmbSZM8rfqGe+RpR1t2MTmMIHOUgn4wSOrKcFCFk1UyybSU5fR7OhIsCGBkYbNhBXvol6t5v6J09BGJ2HRtX/fT7ImsMFsJtvdiCanP/FnTyQjKhGbK8DypiRKN6yktKET26O+YXSLzJUgy/z41U9EBWqxDrsaf9BKnMqGWpaxSwYS1KGgwOywJCYMHYc+qx/1zW5ufm4BTk/ISxEdbqCuaQIxgoGBoopTEdFoQRK1iJIPEZmKeidZJ2d+kILCMUUQVWijkwna6qClYsgqOJiUWkLkpQeuOLvljMnc2P8q8Hmo3LUZOShhSOkCQHyUiQkjDz9g/mfQRCagiQw9D0/sdjF5P3+HVvTSS1caGhAEx+ZFoAQF/nIIsiwfm45VB+Ht4s08nr9qn+UqBIIcG3N0oorVvc5AknxER/ZAEAS22RtoDngZFJGAw+/BqFJTVbuKqtpVhFuzaLLlt25vNMTj9zvwB0KRcrXKRCAYksvJyZhAQcm3BINtgQ6VqCc6sgd2ZxEud6hJlk4bjtfXpqcZG90PtaglLqYfwkkuzXEgfF4/P365BGSIS4pi4LDDaKiqoPAn2FLj4aONjQxINnJRRyu7m3ykhmkpt/nZUedhaJoZk/YEXE81H0P1e8jNC1obBQEIPVaCtX2VgGvnrwRd5Zi6/Q1R01K5tHEw2JdD5quQeOvxt38PtpWwafDvWri30GstmPucCKsOCc+yRTT9+6EDrg+//0n0g0/+cm0FhdONQMVifKv337QUQNt/GurEk1db+UhIT0/n9ttvVxyNCn/I7lVV/PrK+gOuP/f23mQMiD/gegWFkwVZlrnmf09Qv7Ebz4d/glaQKAuEs14dywXsQgW8kxhOoVFLjtPLJZVeIvEQkAXUQugJOt8fS5Ym9A69xJ9BL1UlFjEUNAsgcFfDlUTH7+Bh3+rW/arPuJzcYG8Gdk8gIzEMOejHlb8eXVI2GK1IHieiFKT8/XuRAz4+1f6Npbvbqv0HnuPkrPyfSHY48Wj16H2h/dXGDWRX3Ei6bHqFCELBgFVSN/zhCcQMHM5bn+5ApRLRqEXc3kBrZUPn9Eg6pkUwqHsCXTJO3SSQ0jlv4Nu2AAmRtDtmojUeBSlTBYUDIEkSb6z6gHJbFbcOmoJW1OAL+ogzx/Br4VKijVH0Sex23O0K2OpoWv0D1etzMXjrCCKiQkIbn0HytS+0G+urK6Ni0UdYswcQ2WM4AO7dm6j85AlUpnCS//kKKv2JU9mYOet70ou+IU0T6lMkySAKoIrPIO13x6Jw+nPcewoAhB1Ab2t/AYG9nWuHgwiY1VruTMmmuDykz61Wm3Bo47hg9Tf4ZYkXO5/F3xNDWb52ZxlAiyM/lK5gMsYTE9kDizmD7fkfEgi40KhNgITRGI8oqtsFBACyMsah10VSvW1N6zJZlkiMHYzDVUGYNZOYyGOTsXo82bIur/ULaqy3/dFwBYUjYku1h/fWNVDvDjJ3l428ei9barxkhGuocQZx+iWqHQEm9z6OmXT+Otg2FuwhzWgBwDoMbAsRgKadt7Mt4jkijVHUOKrpEpaIteI6jJoifDu2o+3+79A8rhZpNce642f7HhzrQnJBcddBySP7DwiIRlAfoGHySYJ+8NmE3/8ktndebVcxIEbHYr3+ViUgoKBwglAnDoX+0/BvfqNdxYBgiEHT7ebTNiCgoPBnyBgQz7m392bFh9vbVQyYovQMvKqzEhBQOGUQBAE8YUwxLkYrhJ4pHbKeLYF4xqhD1fV70ndqGtP5zBbFcMM2VnizidLXkiM3kNMSEKgRdJg0LuY6etFHV0gHTQ3VQUvoGdsZQ55VQ4ZPRhWbyhdFMfy2fSeL1pfxn/tGUD//A2xrfiQYHkv2zW+B0Yq7ZBtBe8gRlqSpBGKJjTDQIyuaS/tl4UuOpnD++6wM03KBrgvG2iK6nTuaFcvcrQEBCYjPCDLsyn/x8bwdSDJIAQl/QOKy4Vlk+7Yh+D10HD2SqLBTWyJS8nnwb/8NAVAhESjfiTb78BugKigcDH8gyH++WcuC4noM8cVsXPw/vrUX0iDInJHcmxVl6xAEgeljniDGdPwCbfbNC6mf9x6S10W5P5aFgVHcEL8Bqbkab9VuZn/yE+nZmWh866iOjCJs22qm+0sI21TIy50HYdDo8dSXgywRcDYieZzHNSggSRLzC5cQaQinpzmBM8s/QKVpe9+vCoaRqG7GGN/huNmkcPJwQoICXcyH7rDbOyDwZwMEmUYr07sM478VO/i6rpJEg54EIcAGj58Y0YvUMtuTeauYkJCNIAgkxg0mf/dX+PwhB7fZlIxaZaCobB56XTRmYxJNtjx0ujA6Z19BIOCmtHLRPvsuLV9IbEwfMlLOx2YvRiZIVERXqmpWYneWEgi4TougQH1NW+VDdOzR1UFTUNjDj7tszNlhwxuQW+8B/iBsqQmVJu9u8rfK9sRbNAec55hQP6c1INCKfXmrPbInnw2lbZl/ZfVFTNSE9K2bPZuoLNtIj+SeIV3/dvN+De6docbDov7YHsPWC8BfDa7t4Nq27/rw8yBrBuhTj60dRwH94LPRnXEmvm2bkBrqESOj0HbpgaA6Ncu2FRROF9SJQ1ElDEGq34zsqUfQR4WkhQTl2lRQ2EPGgHjS+sVRtaMBd5MXQ7iO+E6RiKJwCFsrKJw8RBFLD+1iaJHZ+Fzqgi8jj6UuAzUaFTuDsfTfYmG8fi2VxjCesY9FlbQLdaSbgrooYl12ygJRxKma6KOqRqdV85XrDO4L+44klY1eugK2plVS3mMcQ+N7U//jO/RnC7+RQecYAU/5LqSWlP0aVwMFeQsZnT0MQ2oX9KldcZdspbf9J1b26ENWZgrrf5OYv7qUa8Zl8nlqNLIsM3HElWRGprGqbAPbaytQu7szXL8VvSCRXLydbxft5MyeCQQlmfomN+EWHZf3UFPz39kA6CqzIGzQCf0ejhRbYzl7Sh9kQB2pBCcVjj4Bn4ePP3mZFaXRlDbGAtlMUOXTcfcyrtKqeCU1KhQQAMJ0FowawyHMevSoX/QpkjfU6LxesmDGidRcDS0+yvxNW0nK+4JYVSPbwwyUduhB0C/QqBGYsfZjLu1yPlsterZFm2nUqLhFLWJ0+fhu6W66ZUbRPevYJt4tKlrBu2tnIyDwQvooVC0JgF5ZhZYgXrUF/6ibiO7T+5jaoXByctyDAg0+D+PX/vnmagZBhVs+cDPf/fFcxzN5aNdy1tlCWWmPei1cHJfJf7Yso6MpnKsSOzGrfDu6vZxFDmc58l5Zso6WygEAv99Gx8wJxEb1wmiIA6C8OpfG5h377NvlqaSodC6ioKZT1hWtzYSb9YXYnaUYDDF/+hycjMQnRVO4swy9QUe/M5XGQwpHn2qHn0+2NP9uaas4DyoCBFEjAw8OjaFj9DF2oO/BUwJ5k0Hc66Ek9XkomwZSSFqsTk4kQqjiAtU7/BC8AYAwUxRC2jxqSz/hu9pUPHmLSQhLJNI8AJXtN5bXBOjv6IfatbblELWQdEfbPirfCuVXJfzz6B2LoVMoKGBfDb6yfddbh5wSAYE9CCoVuu7KQ42CwsmGIKhQRfc60WYcV4qKik60CQqnGKIokNjl1JUaUVD4YusPlDSV4ifkcKoWtUwKW4KhTiLBF8QlCizXRhMph57vI1QuBFkmJqOBZq+bymQ3T9Zn4S/ozgTjKmJU+aRparhCWIosh94C6mUTMZEaMiNT+XHOy/RqriGJ3fxrYme6LvqQilkOIi74F5+kxJKvlhi/l2KyrboALaCXwasqZmlpJT77CEAg6NXx0uhHkGSJJGs8noCX+fNeY7AYIC0mAr0j5CcQgapf/sfU77oyqH9Hbp8YktcM2BsQjVZkvxdNRMIJ+gaOHtrIRL5LjCHCaSd72NV0iFIaCigcffLmvs6ZZWs4A5G1pnQ+DfZCDIZ6c8T5goT5gzRrVHSJ7cg9Q/6JUXt8ggLNq77HsWUJu4LJWIJutmp7IPc+l9Lla/Hq1UiihE9Qc7lpBXZCaigiAmf1vYS4+t18v/NXlhavxu51cmmX0XwQYcbq87P66x94d1M4gaCMTqvis6fGtAb//Q0V2Dctwtz1TLQxKUflOOLMMYiCiEpUUb99KdaW5VohiABkUE5Gr54Ip2jvE4Uj47gGBd4o2sicqgKc0qG0CG5fGZCgN1Loth/yvlTA5E2/4Aj6W5dV+jxscYSaBRe6bDzdcTDnRKfQ2RwZKnME/AFn63i9Lh6PtwaVqCU2pi9h5jRUKg1mU9sfQ7/fcVA7JDmAy13bGhRIThhKbHSfFvmhU5u8bcW4nB7OGNaDqJjw1nOosH+CgQA+twuPy4UgCITHxp1ok04JvtzWPiCgJsDZ4hY2ylnUyWayqcSqkeiXlUiqYxOr3F3Y3RxgbEcrRs0x7C1QcDM0/9bygwbwQ8k9ILQ8pKQ9Q7S3CKr+Q6q4A4ISGpWOIVlnsaO5kgLpAjwUoVFpsOgtVKfM4scNH6PDzSDXRy3zimDcSzOx8j9QEGpY62pajTG8P8RcAWrLkR1Lpy9gVSy4t4KhC7i3h+6+ogmiLoX4fx3Z/AoKCgoKCgoKCqc1AVs9Nd+9TqyvGZI8PL/9HGICXlKjdjHaU9U6rkGjQh1byi+eDjS5+1Lki0Nj9tHsteHN70E3p5eR5nUsNun41DkYh6znPMMWzJrQe3xAFqlKLSMKibdXf0RYVXcs6s3kqS347Tvp6HcjAq7187nu8seoctXRI64zAEEpyPdWNaPqBWxGEz3NSSQW70J3VhNCzDBG9E9Fo257f1AHAoyvakYEJLWvdblfFhhh2EaOuor/5rcF8dSWSFJvfhNZkk6oZvjRIGCro/6X9xmXcy5Sl4GkRxwdB+XpTF2TG7VGYmdjHj3jOqHXHKdktVOYOlcDS6q2MALQCBIDdYUsi/WyvLgTXQ2h6vsL6+yUd+zNJfo0XGUlfLYtQE5qBIN7JB4zuySfm7r5HyDIEhHmLIoCUQxSrWJeaSEpmnSmSxN45l9nUvv2TSDI1JjhR7OVTv0uJq2pmXDRwqe+UHVBkiWezjHZPCXF4S/eyJc+G4FgGABp8Za2gEBAouCz19DW51G6ZQHbhl7I0KReJEYkH5HDvktsNqOyhvJj3kI+FFxcYwnDZG9GALTxmVj7nIegPs5qCwonDcc1KPDi7vV4pVC2v0YQ8f9eLqPVKIH7OvTj08pd5LlCDsFCtx1VqCn2PuxPVigIrQEBEdCLai6P78CHFTsB8MsSX1Tl80Lns9ptFxvVi2ZbAf6AE4+3BpAISh6CQQ+1DZuIi+7T6uAHiI7sht1Rgk4Xicdbt49tFnMGEWFZ7ZZpNad+cx6vx8e29QUABAJB4pNObq3xE40syyz+7GOcTY2tyzJ69qbrkKEEfD7UWu0JtU+SZarqXURYdBh0anYUN7Ihv44OiWF0y4jAoD9xfySqHe2DiOeJ6xmh2crQzAQ2O1X0bN7Cz6ohzNgOA6gjl4ZQBYEAl3cNPzZG+euh8ee2nwU1yC0BSNkNggYMORA7CYfXwdJaLYKgYnS3C/hh8/c0uRpRtUhmGDRG9Bo9CeEp9Egfji/oR9IZEd07IeUhMGSG5vUUQ0GoAbEkCxjr34P690JBgpRHQW2CqHGgzwzZV/8tVP0Hoi+DmCtBd5CHJk0kmPqCcw0Em9vuqAn/ggyl2ZCCgoKCgoKCgsLBcWxfhqdoM8lAWnQvdroSqAFqaq0MMs8nTPSwWa/jY0MHsmPCGXpGN95d+iPBBgOqmK0IkojUkMg5lh9JlZ1coN1ChtzMWjmRZDGeclcEKjFAnjcFX3MczeHzyXH7KDPBa3WjyenmxSKXkWvWclazG29lPrFBibj4Lq02qkQVmQPGYfjhf5gcDlIqawk4PIi7l5KbFsbcvJ1c0nlU23idAUNKZ7zleWgMVoL2egDElobIMVoXd0xoX50qHqcs5mNNwYJZaHashB0rie55zok256Rn+eYKfvjf52TrS/mpgwvBm8qrf7uNMLMGQQC16oQod7dSVe+ktslN9w7ROHxOHv/tFVw+N/838BrSwpNOWABDaqpFFwxSqFOT6Q3gFgXKq7oQDE9HP7gL0vbfSAxY+WJJFqulRrK137PdncCvgkjvJy7HoDs253XXiq/QtvgrIxwFROpkBGCMoxKNsRJHth+/6Rxixt5Mw6JP6GyrJyM6kxRdPNWfP4MMjLXo+TbWQnZUOgCJw6+m2fQdf08eiHa7QKe0SEYPTGvd5/vfbUFdrma4HlT2RqLmf4LL/SGl0UmE9RmNaDBj7jIEZAl/cz0liz8iTyWRNehyUsOT0KkP7FMakNybuCXf0cHl5fOECLpLOlJEHd0vvQtNhCIL9lfmuN6Zrk3uwpslmwFI0Jko8dj369CXAZ8sUfS7yoADiQf9UZ+BV7ueTYzWwOSNvyC0BBG6W6KZnNz2gOBy16DRmNHrIkmKP4uisnkYDTHIskQw6KGhaQeBgJNAwEWHtItatwu3ZtGr6y0UFH+zV1BARBRE1GojGSmjTku93ObGtu9GqRA4MHXlpayd9wNSMEjQ72+3bvfG9ezeGNKaj0xMZvAllx1X2yRZxh+Q0GlUbMyvZ+vuBixGDecPTGXdrlokGXaWNrGztAmrSUNilIk+HWMQj/H33eAOYFCLGDQihQ1edjeFztuee0Ws0IwhfQCa9F7oy12Yukxh1c+V+IFcuiO2CICtKHMdu6DA9nFAW7YQcvtG48h+2HEpdPqShoSnKKz5BpDZWrEFtRi67QZb5NBsnmacXgcmnZn+GWe0THDmfnYqgCCGEviFve96EpQ+Gvq4+x5Iug/K/9222rEKiqZCh7dCTn53XqhHgW6vbB9BBF1yKCjgq4CwYaBJBHUk+KpBq1S1KCgoKCgoKCgoHBhzp4HsXjuXgoCdCp0bQQjJ0QfNcVQFIwgTKwl36XFV9MOgj+en7S78Nf1RpW5F0PiQRQlVZAULHR0xim5iRQdD9Hn0EvJ5oO5KQGCANp/LjKvI8SXTd3cjVjlAMHwz0TdPYeaW/7KiNI+yCCPZopGcrIGow0PPsA6fk0p7DdlRGYzrMZbytbn4qoswZvbC7mjElpTJNztCCT9dYrLJiQ4l5QiCSNLVT+KpyKdi5tTWY5XDopFtDSQOu4yIDqdnclywogANUK8WMSG3So4otCH53Py4+nPWbVtKUmMaky3rEATIKArnuebOXPvM90gBNWprE8/cNJSO0ce3kavL70YravD6ZG5/aSFOT4DbJvSiTL2SoqaQZOzDC15ALajoHJvNpV3Op2tszjG1KRAMUO9uJM4cktOWln3DWc1u/C2S3i61mvBOeTwy4lIq7TW4k8fTVBqNpWABYaKbEm8YD4fNQUKgvDyLrMx+R91GT+kOtEu+Qm7xQYh7eRydajXh/gDL6rez/beXefWCx7Bv+o2grZ7y5goETxPlei3hgQAD7R4KTFrmFSxmSFp/dHHpxI79PwDu2o/SrSgKfO3qD6oAwzV5ZLlDfpBAXTn1P78HwPZVq4l2FiDbqhGBbOBxez5mSzQvjn4YlaiipKmcjIgUVHtVF6SYY9E7PAjIjDYk8nWyCXt0Bzz2cgYrQYG/NMc1KPBg9gDOiIinwNXMVUmdKHM7iNYaWNxQzi1bF7aphAvwQ03RASsJ/izP5K8hSmPA01KlcFZkIjmmiNaGx/WNWyku/wW12kiH1IsIBr1063gtGrURQQiVD5ZU/Epdwxas5jQkRzn+za+jSjkPdfI5CIJIXHQ/JDmI1ZxORFgOOm3bn01ZliipWEAw6CE1aQRq1alTRuZyuNEZtIiiSG1VI2aLgaAkUVrYVgLapZfSpXx/lO3czoZffz6EkdBcU3UIo44uv64po7rRzRldYnF5Qn9w7C4/P60oQfpdpM3m9GNzNpEcayY+0njMbNpY5ealZXWE61XcOjCKVeUu9GrwBEIBgRijyEbLBejMZmb9XIU3KPPdTju+vW4VUkuL3xpnkO93NnNhx7Cjb6j0uyDAgdqgC2pSI1NJi0yjuKGYwtoCNKr2VRciIlrVIVSK6FOh93oINBIofwtV49cIEaNBEwVV77aETWWo+3j/2xfcCEX3QdAW6oPQZxvoWzITXDug4evQ57jrIPsdWJMVmsu5CTrNPrTzoqCgoKCgoKCg8JdEHRZDx+tepih/EY/EZJE8PpW6ZjfR4UZe+rCJ3c0r2OANvTd6fD4KymyAFim/N9GmMq43LURQL+B9S18+aBrGPdbvAZAEUCflEyjPYrAuj2iVg4G6AgxyqJrY7ffw5LLn0dZVYBaCDNPHky6oMXce1Jq89uAvz1HpqOHv3S7G6uxC3Fl30zXVjKg3ET3qOirs1Vh/fQGjxkCiJY6Fu5dTZqvksi4XYNDo0cVnYO0zioC9Hkvf0RjTuyPslfntKd1Ow6LZWLqfjeUUyqqXfB4ktx11WAwNriZKmivoEd8J5+ZFmGUIAJaULsSZT8/Ax5FSPvM+OteVERKnqoc9uXMtr4WSDMgiAVs4O2t3H9egwLaaPJ5a9BqRxgge6X0dYXIzTkx8sPpLXJKHQFNvNCm7EA1OAnKQzdU78Pg9PDVy6iHMfvg8tfh1ttbs4oruF3OOR0RuuUbdchARSErpxr8FMyvyc/l418/ogxIP1svcFVaPAMx3d0UthF7+P8udxT8TsokwHOX3/Rab9nyddknLL1Em7HqJQoOWKH+ACp2G5Jbk35hL7+L2OVOpQ0XU1p3UJkRiEIJcX9ZAqU5DH/OhJdhNubArfTrGkmDswe65z1Cn1dA/rR9CbQnuwo0AVFbVEylV06I4hFMUMAQlOpaX8fPzdzJf3ZeqxI2c23EA/+p/Zevc/938Dc1xFrr4BC48///wNxfx8rJ3AUi0xJEekXw0z6DCKcRxr2EaEZ3KiJbPOeYIAC6MzeC5wrUUu+3cnt4Lq1rL4/mrEBGQkf+wEiDTYKXQbdtn+R43XbnXSbk31Csgw2BlcUMFixsq0IoiD2YNIBD0ACBJfvKLvyYY9ODxNZKSMKx1rtTEc0lJOAdBEPAsvplA3mz8+Z9ivmo3ABZzChbz/nX2nO4q6hu3ABBmySAq4tRoyFuUV87GVTuxRphJzUxgy9o8NFo1waCEFJQIi7TQvW824ZFHqGd+muJobDjgusiERBoqK1Cp1egtVjoPHHLM7Vm5rZrdlTbO6BJHapyZ2qaQY3vtzjoCwTavus3l32dbtUrAatISadHhcPtRqwT02qN/+6hxBpCBZk+At5cWURUwYtS0OdxrXRK1Lh+baxsItJjsCUh7tR2WkWmrZPhsq+3YBAUyXobNQ9ue+CIvhMYFIKpD8juCATp+BFGhqiKbp+3+5G+RNTPrzDi8DjrEZaE5SKlfO4yhR061dXD75Ym3Qt4NoI0F8wAovn//2wdb+jNILgju1Q8lUA+qCJAcYOwK6/uEGhwDGLvsfy4FBQUFBQUFBQWFvTBqDYzrMrr1Z7Mx9Dw5fFQWr69YTJSujodyLueLkg9Ru9UYHVmE2xu4QbMUS8vD/QCPjS+DnfnI15tu1p3MjTMSY62lqi6RnzzdOZdtlASiGKArwCx6CXjs5BTuYmSjC0kQEE0SHkcjaxqL6TLlRSL0YTj8IW3vzdvcrFmxHpUo8N5DI4lqydVLtMQx4+LnEASBBncTb676MGS/1sQlnUchiCqiz7/hgMfdtGwOnuIt+OvKTpmggBwMUP7e3fgbqoi++DbuL5xLo7uZ24PRxO/eBkD4kMsJH3jRH871V0SWJdwN1e0capIMO4Rwfk0ZhFFaS1DlxGLvTsf0cM7LPusgsx055bYqnlj4KuF6K9OG38HKncW4ijIxRBXS8MFd3G2SKdVFkdJYzyfOQeiFes4vL8GvknkrNYqA3sSZaQMIBANU2KtJCUs8JooQFfZqAJxrfqKutBSAmfFhXF3VjArwFISUFCrynciJKmJ9fjS2Ngnmkkg3NQEVsf4gvSrs/LBjIZN6X3xUbdQnd8SQ2Qt34QYABIOa6sx0yorVyFXJlMVtoW96CjcPuBqALU2l1KoFArt6kOFuxGRMojyrhJkdUvAG/VyQM/yQ9qtSifTtFAogJN74dutyWQqyddGvrNlcSuezR/Lj998wWl6ESpCxSDJXVNtI8QYABzW2YoqazqAppU3ZQ/J7yfJJzDTrkOI6MnjRJ0TUFhGpF/AbjITpFX/eX5kTK2zWgmgvZN7uhwlqLISd+QtftzhTNYLAFYkdmVm+IzQOGBSRwIrGynZSQiLQ0xLNRnt7Tf/9BRMEwKTS4Az6+bIyn3vTuqJRm0hNHInREENx+c+4gx60mn0vjD03RVX8EAL5n6FKHHpIx2fUx2A1pxEIerCY0w5hi5MDhy308OS0u5Hl0Nn0+9r03Y0mPVGxx0ie5TSgsrBgv8sNZgt9R43B0dhAWGwsas3R7Sfg8gRQqQR0mvayVSXVdgJBmdIaB/6A1FoNsHdA4EBEWPSkx5tZt6uW/HIbWrXI2CHpR03DL+ioA1HNsHQrK0pd2JrqiA42UEU6fSL85NkEArJAjwQLi4udBCRQixCQICNCS2mzH6dfJgw7TVhbrv7Q9WrzBrHqjrKEV9iZ0CMXCv8PBB1kvwe1n0DhbQBUp7yLSncmkZLE/O2/0Ohq3GeKlkuKJue+6/40xi7Qc2nbz9azYesokA7QnF0wgqklONm8FDafHeqLkP4M1H8JzvWh89djOVgHHrl9CgoKCgoKCgoKf1m6FO7kmcJ6LEPPJaZrEp+VBtAkljA8NpKk1cVY/D5kGUSjFcmaQa/KfNa4O7La2R3B1sD1F/emoeQlBtucLFbF081XilUMJfaFByG7RdVTlGVI7UTTrpUs0kk4yjaQIHdlSsd/EjTUo3Eks3blGsxGDbrfJTjtede3aE2khydTYa8mJyrzkI7P0msEvvryUyYgACAH/ASa6wCZQGMlsiwjeQzIxaWgCmVLW3qfi3iKN0w+VuwsbuIzW3+uNC8DoCZg5iPnYCoyy7lqUAqDUi7GE/D+P3vnHSdFff7x98xs3729vd47dxzl6EfvIEUUxK5oxG5i/8UkmmKNLYklRmNMYo9GYsSGiAoKIr23g+N673d7t7d9Z+b3xx4HJ0VEjmL2/Xrx4nbmOzPPzO7szvf5PIU028mNwA4oMo3OZhLDekaf720qptVtp9Vtp66zia9XygTsmWh9MhK1iECK1IIkqMwxbidCCvp6kGFwu4vxw64kpbKUV4rWs7yzkvNypvGToRefFJuVgA9fQzn6hCyuGnQh/9q6CE9zUBxAqycmeQAfS2VM1cVicXTS1NDE5oZUZINCZXQNrf1HUlq1g81hJkqb4xnk9hGrqabVGU/13ig4QimeH0rcJb+i7etFdBasITV/Dn8cdT4/eXAZbQ4v/cOncWu0CYuko72hjM+/eIEU1U+6UsEccyGyKrCt0ch/44LfKbWOBlJtSSdsiyBKDJwyg4Fd2kL/7Jup+yoCtr8PgEsU2GE2kOoQ2elPgYCFTPngRWl8/2myizbzZHIOEckTaP7P4+iAuX3zmDznV5h+JH1QQpwYZ4QoIDdtRfA0o/E0o7QXMz8+n08ay1jWVNEtCADMiE4jzRTGmra6HtsXuzs4loaZa7JxXlwmnzSV8Yfc8dj9Xp4o2cxliTkUV3yA29NElK0/0ZEDyMm4FJ+/A6Ph6Cly2pwr0WRdjHA8JT8AUdTSJ33+cY09U5BlmY52JwaTnuz+qZQX1fZYL0kiw8eFIoiPxaHKutZgwO/xYLBYmHzlT5A0GvSmk1+Gp7HNzRebq9BpJKYMS0RVoaHVRaTVQGK0meZ2DwPSI1BUkEQBjSTi9R+tW8dBOl0+Nu1r6n7tCyis2l7D6P7x2ML0P8hmf2sl7WteoYwEChPnUtQaAKxE08ID2n+jaQ0wAT0etJQ5RnNxSjif1uow6PU0OmV0znosUjhOv4QJP3boFgSMGqE7te6kYx0DQzYffB0xG4x/wyXE8H5JPSqLAI6Y6yQJEnMGnUdJUwnZcdkn37bwMdD/fWh4HcIngLcWnLvAXweOtRB+SGaK3B7sS6D6oOznEH4gl0sFXxUQEgXORARB4P333+eCCy443aaECBEiRIgQIUIcE1fR5mBzzPJdMP4Sfjr4Jj7/5+tMLV5KRSCKcqLZ60/k/GtuYfLbdzPZ7OW/Tj+rvf1QnRH8/e0KfhuhIgkwSa7nQKns2kA4XyuZzL58OvrVH6K1xRFx/q0s2fQvfK429K4UfvvGWkQBnv/FVFLSw/jbveFYjDosRu0RbdVKWp6c8WtkVUEjHl9gkbnvSMx9R57MS9breCoLEE1WdLGpFHs1DKyR+bK5L0tcfqYZdpE47ny04bGn28wzFlEU2ObLIM9XTZjOyWvOqbTLRq7rP4kL+uX22nGfXvsPNtfsYG7fcxiWmIcn4KG0rYqJEZnc4TbhTu5DRkQKuWn1fGOvpTNCx+eCmRmtTryCwHY1gVjFT4Tkwi90OZTDDExZt4T22hKGawx8qh3KKs1mBEHg6iE/vO9h4+KnaSzdTHnSFL6WY+njtmOVVWRgt0XPl7tVdPVjsJtcjJowkPfsjciiiGRtA0Hgv4E4SuPCQVHx1WfyFpmsNjio8IRxQVjESbmu30bU6IiaejVRU6/uXjZjdBorNlYy1reF5vc30WKyoro6uKSrkO92OQxFArtixjJ4Pj9LjcPldzMyechJtS3MpMMy8zJajeAPeAnPyWNvzQ5a/GnULfMhCgp9U2K6x8vuYIUAuXo/bUv/RkF4GBaPm5VqB+eGBIH/ec4IUUCTMQ+ltQBBH44Umw/Ajo7mHq60KZHJ/KHfON44RCQ4lGOVGCp02Rnj9/D64Bksri9hTmw6n48KOukLS4JlfYSu5p+SpMMofXfNvOMVBM5WOuxOmuqCGRu7Nhcdtn7c9KFI0o+vgfLJZNyFl1K6YxuxaelYIiKo3V9IVFIKkqb3bjunx4+qgtcvs2xDVffyQyvet3R4yUmxccnkLBrsLr7ZUYdfPvwOOhCJD+D2yYhdzcIOjGxu97K/2s7Ift+/CW19p5//7mlnT6OHgTaZSHkwnyojoOJgJsoe0rlcXcMfAhfRiRE9Pjwteka1FvKgZjVK8mR2VTTQ11/Mdm0eRVIEE9XtfKyOIVVoJD81gvi+I7HoTtHn1JgNwwtoaC5F2fXJMb+VZFWmqbOJUZm96HC3TQv++zb+FtAc8vAUOQdy3obiG4JlhTp3HFy37woYOgDMIQHwWCxcuJDXX3+dm2++mb/97W891t1666389a9/5ZprruG11147bTZ+m/LycjIyMrpfR0ZGMnz4cJ588kmGDu2FcJsQIU4DB+7NbzNz5kyWLVt2Uo/14IMP8tBDDwEgSRLJycnMnz+fRx55BIvFclKPFSLEyeTAffL4449z7733di//4IMPmD9/PqqqsnLlSqZMmUJbWxs2WzBLuLa2lpkzZxIREcHHH39MeHgvlGsM8aMhevbNdO78CuuI2QDUNQSw+ZtBD1FiJ496FnDjvDyS48Kp0OpQA148qjboahNVUDS84xhPvr6YHEMFkarM5+4BLHMPQTAGKN75Xx684G4qOupwl2/g9lELEQSBXcXNCAKIoohGCvYKTIz+7u9kQRDQCD/uuW7HjhXIjhbaHO1EFW/jPAF0PjNLxb540yfx1PQ5p9vEM5qc1Ah+c8M4KurymDghk4QqOw2tTiYPO3JJ6ZNFY0cDw+s0lHZs4SPrFwhdBXSTnQYS6yoRmxth+k/55dUjuGG+kzd3LcK7W0IEjChkyZ38uXMmmYYaOoc3Ue9rZ3S7C8ERDLwtciYRcGbTCnwcWM65OVOJMn1/x3v71s/5cm0hH7ZksSBG4d8pUSQVeMliDzNM9u6g3kKjFl1UCRrRy7bqgWz/tAHdoNWYwxRGCbNZvb2WMqeRn2Vb0HZUsNO4gy+FNJrTy/nV6GsZ3e/UVeK4alY/rprVj5pXv8LrAtV1sESwBBQQy4f2fNyqDnP5bt6Y1HvBW4JGS9TUYM+AeGBselCUvGa8gs8vYz5E9Iy76B6al/0DV+EG/KqC6veS6g1w3f4KvljyJ845755eszPEmc8ZIQoIkh79yAd7LHsidxx/LtvOEGs0N6fmkWQM/njflT6ELFM4fyzZ0t1H4JqkXN6qKSRwiBMux2RjTmw6y5oq2Ots4791RaxuraHY1c6ypnI+yQ/WHctKn4fL3UiYOZjOowZcIBl7pX7a2UR4hIW0PolUltahfqvrrCAK2KKsR902RBCtXk/fkQedvmkDB/XasXwBmc82VNDhDBxxfZhJiySKuLwBosMNrC9ooLLBgc9/9NJBgW+tUlQwaEU8fiUYfS8I2CwnliXw6rY29jZ5AdjYpGFy3CBoOLjeoIEB4QphA6/D9bUXVRWwCF48qp44wQ4IaJv3MViup4Uw3nUPRUXAKWgZIRTRSDhxmk5izKf+Ky7GEkt8eAL17XVHHaMRNcRZv7+YclLQRh2+LPaKYOaDr66rV8IBZNg2GAavgbCzJ/pJURXq7LW4fC5MOhMJtkTErqbxvUVKSgrvvPMOzzzzDEZjMOLC4/Hw9ttvk5qa2qvH/iEsX76cAQMGUF1dzR133MHs2bPZt29ft9MnRIiTiSrLOHZsx9/cjDY6mrDBQxB6OcBg1qxZvPrqqz2W6fVH/+3y+/1otUeOHv0uBgwYwPLlywkEAqxZs4brrrsOl8vFSy+9dBxbhwgRRFVl5I61qL4GBF0cknUsQi87Jw0GA08++SQ333wzERHf7fwpKSnhnHPOoX///rz77rvdv3shQhwNY2p/jKkHg0xGD4ynqGg+5e1bGDRpMq+n5Xb3K0u58Rm+3PEp2z4xAiIpCVpSY8PYuC3AfNMmTKrKv+KsjMq/iHEFTjbI79DeZOWZRZupMqxCNLgJ01sYmTyEvD7RPHPXJPQ6iYRoM4qqEJAD6I63n9ePGNvouQTaGpAbyg/0VUVARYqpYfSIfv/z/pDjYUS/OEZ0BcgNyIxiQOYR5lknidWlW3ju45WMbtcxX6pF7qzjodI5eHJ3IRrcCOkDERrrMPUdSVFLGe+vfZM5BXuYIiv8LTmcvUYt/dx+YqQOVJOTwtRm1GorUlQn01tcGBSFvUYdS+WJgIxWHyDWHIVV//0DGzy1xbR8+hKDgW0emeKYqeh8r3KNcQ2iAG5DFCbVjW3k+UQbA1C6GtXiRkJGL/pQNH6sgXRWbXADEVwYvpHU5lJ8AsRHFxIdVUObXke/DBtSr5UFODrW/Dk0ffhsj2U7LXp2JTfh35+GqnEwrM/padyr1YhoNT3nvRpLBHEX/QJPxW7qSrcyYN1HAOiAzB3rKPU8QcZFvwrd8/+jnBGiwJGYFp3CtOjDVVZBEJgbl8n4yEQe2L+eXR3NvF6zj0M/9iICz/afyODwGObGZbJw5xdUuB04XMEmm1mmg84OjWTAagk6bPxF7+BdfTtS0hSMM/9zCs4yiNyyCwQJKfLMiMZtrGtBq9MSZjP3EASGju5Hh72TmITI0BfGGYSsKHyytgKn58iCQEKUiclDE5HE4F1i7/RSXN3eY8yhWQEGnYTQlR3wbTxdIoKiBoviN7S5kESBTrefgRmRSNLxOV5dvuB+REArgay3oRFcBFQAFW8A8tPCeatYJsqkYVK6mempUTTs/AJL4y4EjR5dXF/cHfWYTSbMHR46MbJfTWa/mgQIGGsKuTi1Bu0PqN/3fQnIAf6z+d94/B7irPE0dNQfNmZY6nBGZY458+4hQ3rwX9g46Fh1yIoA1L9y1ogCJU3FfFO0Gqf3YCNls97C+OwJZMX06bXjDhs2jJKSEhYvXsyCBQsAWLx4MampqT0i8t944w3uvlkPgIAAAQAASURBVPtuamtrezgmL7jgAsLCwnjzzTcB+PDDD3nooYcoKCggMTGRa665ht/85jdojpJptGvXLu68807WrVuHyWTioosu4umnn/7OCOWoqCji4+OJj4/nT3/6E+PGjWPDhg3MnDnzJF2ZECGCtK78ispnnsLX2Ni9TBcbS+rdPydy8vE1YDsR9Ho98fHxR10vCAJ//etf+fTTT1mxYgX33HMPb731Frfccgv33HMwcmr79u0MHTqUoqIi+vQ58neJRqPpPtZll13GihUr+Oijj0KiQIjjxt/yEZ7Se1F9B8t2CrpEDJlPoI3qvWaf06dPp7i4mMcff5w//OEPxxy7c+dOZs6cydSpU3n99deP+rsUIsSx0GokrrtkDDDmsHWasAhmjL8Sg7maz9ZXYK7dxOjOfci6LJI1wV5c+bZ0puUNZOZgicW7nLz+hpNiBXSRA9D23UGM+aBzNis5OPcPKDK//uIJqjvquXfCzxgU3++UnKvi8+Cp2oshpR+iznBKjnksAp12PJV7aI/IZY0rg3yhHICt+tHkXj6ZMGcN5+UcIds4xGlj9bYa/vCvKiCLVm0FqgXcqg6v34Jij+U3l5zH0MSBMPV6ABatf5Vxe3djDATn8/NqZQwGLeBHFOCujDL+WZpLo8uG4rSywhNFvljNal8ybW4HYMJdlkO9YSP7m0vZWrebwfH9j/ueEaSDwRURljb2KZtJiMmkpaaNSL+MwdOCzxpFTXYeO7f+m7y4XK6ecSFKq5Nfr38eQSMzJqsfjn0inW4PHp0OZKjRa/lvYiR+VQFVYdGuj7hl5NWndF7dvmkpLZ+/jKg3URwXj6a+glSfTEAQEA1uLEPX8/y5jxBhOrOy5wRBwJieR4IoUbvhE5BlBKGr6HLhJhS3A8kUCvz9X6R3Qyd7gadKtzJp3X/5V/U+/jJgMp1y0BF6IKhZBAyixAVblvBlcxU5lojuKh56UeLLUfN5tv+RGwTLDRtBVZDr152q00Fu3Iz7gym4P5iM3Fpwyo57NGorG1n35Q5Wf7aF3YeUDTJZjKRmJTBweDZxib2ngIf4/jS2uY4qCKTGmRk/KKFbEACwmnSEGXtO4A7NCvD45G5BQPyOH9hwk451exrYVdrK1qJgz4HjaVycagtG5yiAV4avKw8IAnTFqAgUllWxqcZNo1PGW/IN3k1vEhcbjzFzLGEjLkPOmEStsQ8GdwP3SIsx4QZAK4KGAGm+EjwVW2j3yBS1eLvOU+UP3zTxi8/qqOnwf6ed3xcVFUUJnn+YoWezcrPezIwBs8jPGHXmCQKHkrcchG9F/BnST5c134uSpmI+2/1pD0EAwOnt5LPdn1LSVNyrx7/uuut6RCS/8sorXHvttT3GXHLJJciyzEcffdS9rLGxkU8++YTrrrsOgNWrV/OTn/yEO++8k4KCAl566SVee+01Hn300SMe1+l0dpdw2LRpE++++y7Lly/ntttu+172H4j09Pl832u7ECG+i9aVX1F83696CAIAvsZGiu/7Fa0rvzptttFV+mf+/Pns2rWL66+//rB7GeDVV19l4sSJRxUEjoTRaAzdTyGOG3/LR7j3XdNDEABQfXW4912Dv+Wjo277Q5Ekiccee4y//OUvVFdXH3Xc2rVrmTRpEhdddBH/+te/QoJAiJNOvaOR377/Gve9vIysZBvzJ/dhqnY7qVIT+YZS3nWOZIc1m7f8tTz+9fN4Az4ydINRlOCz9fisQbx43qNkRBweXOjyu6mw1xBQAuxvKTtl59T40XPUv/N7Gj949jhG9z4N/3mMxvefZvvrT/FhVRTF/li+dPdn4MXXMykrnysHXRBqPHoGoSgqy9auoq8m+NuQo61HEEAjyGiMeu45b05QEDiEaZnjiD2kb2CZYiPVGWwsrAJxtXu53LwHAEHrxY6R8kA0l8n7Ga8pQYefyfpCcuvT+LpiIx/uXMOTX/+Ndk8HasCPqh57vi8ZzRxo/DFOLiNrZxulxW08FZvMapsRARA6Wli57X3qO5soqN+H9O5TmLZ+yO35lzG/3ywuHDSFSy7TwYDPaXNo2GIx8I/E8C5BQEB2hLN8exEtrjb2N5fS6g52Ftxau5ubP7qXf27590l+J4Koga7nOkGgRPWQ2uU3GebwcEf8KB6f/qszThA4FGNqf4pH/47H7HNploNNxAWtISQI/A9zVj3J1Xg6ebpsGwBPlm5ho72eS+L6sLixhCxTOFcn5WKWNFyx/TMArt7xOfdljaDB58KoeDAi8XXtbvrmHFkU0A37JYLWjJQ0+dSdlCoHv5pVBZQjO3ZPJQcivYWu+vEHiE8OCQFnIl9uqaK2xX3EdYIA1Y1OzIYWUuPC0Gklws06RFEgLzOKtXuC9Xp0WgGf//D690adhC8gH7NhR02zs/vvwsp26lrcOJw+clLCSYy2kBRjPuJ2Pxlso87hp7i1p7NEQqEf5WRJTYwTWlHEZJpVK8MCuwi0u1ECHiKn3klnXTG/WVZBuzyZyyWBkWIReUolG9S+mIQAv9W8gSSotFqn8ejndXgCKlcNtpEXa2B3oweAXQ0ekqwnViLiaGglLRcNvwS7y05KZCptzjZanM0MTx3B4NShGLSnPzroOxE0kLsIWt6HQBuofoi/8XRb9Z0oqsI3RauPOWZN0WoyojN7rZTQVVddxX333UdFRUXweGvW8M4777By5cruMUajkSuvvJJXX32VSy65BIB//etfpKamMnly8LfnoYce4t577+Waa64BIDMzk0ceeYRf/vKXPPDAA4cd9+2338bj8fDGG29gNgfvueeff57zzz+fJ598kri47y5VZbfbu2ufjxx5dmSFhDg7UGWZymeeOuaYymeeJmLCxF4pJbRkyZLDMmZ+/etf8+tf/7r79ZVXXtlDwFu4cCH3338/GzduZOTIkfj9ft5++23+9Kc/Hfdxt2zZwttvv83UqVNP0pmE+DGjqjKe0nuP0o9IBQQ8pfehiZzTa6WE5s+fz5AhQ3jggQd4+eWXjzrmsssu4/nnn+8VG0KE+LhwOTs3GlB9Xh53fkXuyBYG9p2Kt34j/cdcTKytPytbPsZXuZldDfu4c+kDjNFc2b39rqI2fB4NHOGR26q3cMeYa6mw13BuTu9lqB1GVxCjKp/+uT6A0FU6SWcwMMmwjz7aRjJ1LWQmHXneFuL0UVPTxL//9jLX6DejsapUBKJIkVoA8Is6fm1+G93SMDwX/BzF58aYPhBB0tI/NodVcYkkNtTiRaRZiERWqhBQOVBtpzrGiSVhI9lKA9d42rqPOc60l0yhjeH6chQEfv/pArwdk/CFN/AH373cUNOGYI2iaMp88tNGYDMe7gDXWKNJuvYJKl/+FdGSk/NM2xneYuWJkgtYH7eLodJ2HPGpDNmzg9poC7lOL/72RvxNVQzKyWd0zlQ+/vIl3rbvQ9LAjmgv6Q4rSteURq7ui68unZT0AP/Z/TEry9cTpjPz1/MfY13VFtrc7XxVupYbhl9x0t+T8NFz0UYkoI1JYXJrOf76v6A1hpEw904y0wac9OP1BpPG9qOqQ8CuxpNkX0VY3qTTbVKI08gZKwqo/k48y69B9XdimP4GoimO6ObNzNV5+dinxyRp+aq1hnX2eorHzsP9xQKoAeM5b/H3vKncVfA1LjnAbkczXkUmPdBBmS6Wf5Vv4sajiAKiKR79qEdO6XlKcaMwzvkERAkpehCqtx33F1eCEsB4zlsIxu9uenwyiUuKZuKsEWi1GgRRYP1XO3A63MTERZ5SO0J8N60dnqMKAgadhMcnowJ7K+zsrbAjiQJzx6djNmiRJLFb+PEHjuz1P1L5oG/T0uHt8brDGXTyF1a1U1jVzuxRqUSFH/5UrteIZEXqDhMFZER2k0F+3xwMLUuZJ23ouV3SYAL2Wuyb3sEtBycAhUoSWUYn84z7ie20kyM1ogtPRBudyV9L9Xi6zs8bUEkI0zK3r5UmV4BxqabvPL8joapqd6T/st1LqWypwKA14A/4MegMDE/PJ7crtfKykVegKAqieJYlZUWdH/x3FlFnrz0sQ+DbdHo7qbPXkhTROzUeY2JimDNnDq+99hqqqjJnzhyiow//Dr/xxhvJz8+npqaGpKQkXnvtNRYuXNj9udqxYwdr1qzpkRkgyzIejweXy4XJ1POzu3fvXgYPHtwtCACMGzcORVEoLCw8pigwduxYRFHE6XSSmZnJokWLjktECBHieHHs2H5YhsC38TU24NixHeuw4Sf9+FOmTOHFF1/ssSwysuczzYgRI3q8TkxMZM6cObzyyiuMHDmSjz/+GK/X2y3kHY1du3ZhsViQZRmfz8ecOXNCztMQx0Wwh0DtMUaoqL4a5I61aMIn9JodTz75JFOnTu1ROutQ5s2bx/vvv8/q1auZMKH37Ajxv0HnvnW0fvkvrEOmYxs7n/ZOL8bOPhhsO3A3GqhlF40VVcQPPA81/0qeL1jKeTaVa4deQkAOsLFmO61uO8X+8u59NtndvLtiPz+9aPARjzkuNZ9xqfmn8Cwhdt6duMp2YswI9pdz7FxJ29fvYM0/F9uo3isLdjTiL70PT10xqUm59N26hsCXBRji0hA0JzdYKsQPp33Js1xo2NcdrBkpdiIK4FdFwnCBDHS00vD+U8iOVsKGTCdmzk9RAj7StGEogAmF4TiQhINz/h0mHbt1AVRtC+0+8HcJBV5BJFHxYNIfyBhTae0IrlQdUUTW6VEDPtTWOt7bvIgN9Xv47eQ7jmi7NjadrxjCSKUAq+hBVoPz4WbVxsvZ6Tw++W7KX/wFP6lxUCfbqEOHzmwhNXMozUv/RlPDToiykOL2EevUsyF7JHKRiqztJCesP0K2wLmj9bxQuBwAT8CLoirMy52B0+9mRGLeCV/3A/P9wopWHn55AzqLG33WGq5qcpJpTSBu/v8hGcPoG5WIes8oEMQzuxLAtzDoNdwwbyAwEAiVjP1f54wVBZTmHci1wehKuXYViiEK/2eX8kdB5OkBt/FN2pXcvX8Ds2PSKCz9jOSGoPPQX7+eOWmzideb+bqlhvERiXzcWM5ITwmJsp0FOg+KqwH/vtfQpM5Gih6E3LgJwZSAaDk9zUCk+IPNaOWmzSgN64N/N6xDk37qHXNh4WaK91YiiSKTz81HDijo9KGHhDONnSUthy0ThGBT4WF9olm9qx4VSI01U17fiayobNnXyKj+8eytaOt+uFBVyEwMo6LegYqAAMhdvSSMOgm3T8Zm1mJ3HrvcjtAVyyaJoCggigI67ZGd4arsZ0dNR48KZuF6EadPIaAKFFVW0+SyUaT24wLtFhLMIoa0YZgyxyB3tmAQFW7TLOETeQTb1D5U+NL5neYdpkgNFMkJLGmJY6J9M3FygGIGMDBWz5ycYDmfiweceDrfnprdrC5aRb+E/ozPnkhZUykqKp1dzmiv28v2ym3dogBw9gkCZykun+ukjjtRrrvuuu6yPS+88MIRxwwdOpTBgwfzxhtvMGPGDPbs2cMnn3zSvb6zs5OHHnqICy+88LBtDYaTm22yaNEi+vfvT1RUVKi5cIhewd/cfFLHfV/MZvN3lvw5VFA7wA033MDVV1/NM888w6uvvspll112mCD3bfr27ctHH32ERqMhMTERnS7UyDLE8aH6Gk7quBNl4sSJzJw5k/vuu4+FCxcetv6ll17il7/8JbNnz2bp0qVMnHjkQKsQIY4Hx7blBNrqad/8Kbax83n89U3sKW0hNT6Lm24ZyNK6asrbwhkSP4AnVr9Ah7eTjwuXMztnCneNvYFlRSuJNkWwsXoHmrYqAhV5oIrk94+jfd8mWlvspI+dTqfPSYW9hv6x2b2WLXosRIMZS7+DvRMcO1YQaG/CsfWL0yIKiAYzVZYwvtn1PlNyxpA2+FVEvRHhNFybEEfH6XMhtu6Hrjl+mT+at51jmRJRQd/R49DZN6Ip3o4UHotZ1CA7WnHs+hpD/8nIsh+luhCAfb549iTPwB9YhclTR4bXQYoMt1Y2s9dm5Y1oI39MiyI/eRhDNnyJRQGjEKBcMLFNZ0My+Ah49KBoWFM/HpNxF9o0lVZtIwMNRy85s37vl3yR2sgXjj7k6GuoUsPJTXdTLhXSFAiw97VfY1IV1nr7sC5hAEmmJG46bwSaMAuS2cbkNhfRfplBnV4EYSuOsEyetAvk62rZbK/CkFCG+fNCjMk2Alodd429AaPWQHJ4Ar8cf8sJXXPF56H29d8Q6Ggm4aqH2L7fi9/lwOD2MNTYQmKHA09LE+6ynVj6jwu+N2LvZO+FCHGqOGNFATFuJJqcq1Cad+BddRviAce5qiDvfo5J5lh2T/wpAH/cv4Z4czC6bE7cGCKB4eGxDA+PBeBP/cZT7xnKY+E69LYc3J/MQWnain/7U+hGP4Fv3S9AZ8V86XYE/emt/yUljEdKPgfFUYYQlnEcW5xcmhvbWLt8O2qXxzg8MozYhFCWwJmI3Xkwyj4yTEdWcjib9jbhdAeIshm5Yno2dNUhbHOU0+70U9nopLKxhLhII+FmHR0uH6oaLDNk0GkO601gNgRFgeNtIAwgK3DemDS0goxebsfzzW58u7ZhvvwadnpMbKpxMVXZSJZXpJ7+WHUiiqpwoaYGvdZBkcvFOHcBDyvBTIA1gQ4u7FzHp+UBvtpeyHmRNUyfejvG6p0k7rVTKKcgqyKqoqKq8LI8Ax9aXBi4UFzL7LhOUkZfdFLU+4rWchRVobylnEl9p5ARk0lpU0mPMamRqaiqSmH9Psx6MzFhsWwsW09MWCz9Es6MZuI/Rky648v8ON5xJ8qsWbPw+XwIgnDMZr033HADzz77LDU1NUyfPp2UlIO1b4cNG0ZhYeFx1y7v168fr732Gk6ns9u5uWbNGkRRpG/fvsfcNiUlhaysrOM+vxAhvi/aI2TL/JBxp4pzzz0Xs9nMiy++yLJly/j666+/cxudTve9eg6ECHEAQXd8GVrHO+6H8MQTTzBkyJAj/n4IgsDf//53RFHk3HPP5ZNPPmHSpFDZgRAnhm3shQT8fj6sTWDNb5cSHxV8Rqusd/DIKxtZ9OitSKKAoio4vMGSpQlhwfm9RpQ4r2+wGW5OVCYRxhXknN+XdGs6Nl8DNS8/AcDHZR2sitpDVUcdF/SbyZWDLjht53sA67iLaXT/E3vWQA7vfND7vPX5s3zTsIcWnYailjKemHHfabAixHdR0lpBo1Yk06tQLUcgnnsvkY3v8ZGzjhm2Rm6YdvB9q9qzCz54EGQftW89wJ9d53PPgHwamhp4k3QGy/8lVjTS2aFH1LRhlYPz4ohAMKPdodGwp7MWn1XPnBYXehU+bh9PcSAeXfYWhJpsBI0Xv8PGUs8ApvUJ8MTg60lUNTg6mniv+CtSbUlMThlB68q3EUQN2m1LMSda8Ue3UKOxkquJIl/V8aFHIqnDQbSnE0SYbCxkja0Z1ZbM75b/F5es57ZhNzE0dwzKijfwO8rRCTJFnTVcaCujw2ujwxVJR0UEQngZ95a3EHvl74hKOnJ20Pch0N6ErzGYeeSp2sfMEWPpv/lRzIqTZldXmW2dAWPmEOocjWyv28P4tHwKmorYUVfAhQNmE20K+c5CnF2csaKAIGqR4sfirf6SFtFEbP0asPUFVyP47Pj3vYbSvBO5fi3XjP4DDw68j8HWaCINwUhHuWEDctN2tLlXc0XiwYdaVfahejsOvAB/e/Bv2d9V3//0Ikh6lPb9qI4KfFsewzjj7VN6/HVf7ugWBDRaibDwUG3BM5WhfaJZvbMOgFaHj/6aoEqtdqW8HWBHcTPt34ry93hlVFXtzhbwBRR8Xd2GtZKAX1a799sv1QaicFipoG9z4Ih6rcjS9RUkCjUMdK9EXleMuqsSJImXky6mw6vgNCdxmfgB65RcOnwwXdtCjWBDG9AxW/oGEYWxagHFSiJDhVJEcyTr7eF0YGJdWxhj96/EV7ObcCUHgHa/SINqIE7wkiw0U6bGk5EYz3r1EsyRCaSepHS+MZljMWqNZMUGBRedFIwCFRCINEdh0ptIiUxlX/1evtq3AgGBgUl57K7ZBUB6VAbGUOOuXiHBlohZbzlmCSGL3kKCLbFX7ZAkib1793b/fTSuvPJK7rnnHv7xj3/wxhtv9Fh3//33c95555GamsrFF1+MKIrs2LGD3bt38/vf//6wfS1YsIAHHniAa665hgcffJCmpiZuv/12rr766lApoBCnnbDBQ9DFxh6zhJAuNo6wwUN65fher5f6+voeyzQazRFLex2KJEksXLiQ++67j+zsbMaMGXPM8SFC/BAk61gEXSKqr+4ofQUEBF0iknVsr9uSl5fHggULeO655464XhAE/va3vyFJUrcwcKAnTogQ3wdfVB/eUs9jTVMd4EffWMAdfTz8syQJ2aDwyfo3GbpzE9rIRG4adjk7Ggu5YtA8APwBmWXrKkhPsJLXJ5qrh1zUvd/mOhmvqkFCoaRVxWcLzoN8gTOj8ftOjZ9nwwPQvJ2E5hL6Rp+64IzWHSsYs2k1I4E1NiOavjmn7Nghvh/9Y3OojesDlfsIE9zsbnYhaIPz8YBy0G/ldPu5/+393Ky3ECt1ohVkjLKTr8LO45OthWgFHxfzNSLQoiSww5dKQ7yBUfYi4jo7udwXT/rUn/DU2n+Q3Rm8R1QgSmynWIzEZALvwLX49g8FVUu02M65+zYjbPqYWr8Xv97IiiQzXlGkf0sbro1LAIgSNYyxu1gRZUH2uZlTsIcwYQt3AhJQrjES6VPY70/EVZ9Jf9cO9lpFEF289+lHLB2kMMZRy5L2WcGyx7vcDEl0kNGgIiIjGgMIMy5mo7uWc6LiT8o118WkEHXOtQTamwgbNBnF58GsBvsRRpsikXRGhCGTaZE9/GH1i9Q46ilsLmFTzQ78SgAVuDl/wUmxJUSIU8UZKwqoPgfer29FQqV72mYvBEEK1tVsLybQXgooWKs+5a8Tnj24bcCDe+kFoPgING1FCs9Eih2JJnkKns8vQ+0o7hoposm7AzGiP4IlFcFwZqh6UuIkAoVvIMaPw7vhfhAEtMN/iyAE3y5B7J16Zbu37EeRD3aSt1hNGE36XjlWiB9OdLihuy+ARhLwBRQGZ0VRXGNn074mhufEYDFpsXf2fAC2GLXERxkprGw/4n7DTDrsnV4UFRQV9lbaMemPPy3O6w9+hhqUaAYCUkYqgb116AYNY7jOyNcVTuzaWJS+V5BVpqPUHiBaG6AVQBSDtRGBi6W1wScGwJA2kzmOTaxTcpki7sJX3QiqTJZUjzngIUJwEEHQGfwzaSm+sBTqEi/lLxvtUONCI3UgBCoZljYcs95yNNO/kzCDlQ53B6v3r8Sit1Bjr4HgNxIR5gicXicf7/iQjOhMBAR0Gj1JEcnsrd9LjCUavSZ0P/UWoiAyPnsCn+3+9KhjxmVPOCVp41br0VNpDxAeHs5FF13EJ598wgUX9IxamzlzJkuWLOHhhx/mySefRKvVkpubyw033HDEfZlMJj777DPuvPNO8vPzMZlMXHTRRTz99NMn7ZxChDhRBEki9e6fU3zfr446JvXu/+uVJsMAy5YtIyEhoceyvn37sm/fvu/c9vrrr+exxx7r0YQ4RIjeQBAkDJlP4N53zSEFGbvXAmDIfLzXmgx/m4cffphFixYddb0gCLzwwguIosicOXNYsmQJU6acwsatIX4UfLS6lDVdAU4DtZXcYF6J0ArX9c/gDX0ndTs9DGxx4G+pZeI51zIt+2C5qv9+WcTbnxUiCPDLq4ZT1dDJ3IlZVHVW8uDK5xHt89EIMhPzcnlg6lSKWsoYkTjoNJ7tQdIjUgjTmdFr9ER3dNCw+mnChpyDKSOPgBxAI/WOiybQ3oR92T+hyyk70e4mznh6yieH+G40okRKdCJU7sMi+phY9waz5v2M53a8S0FZC0vkfcwZ1RfV3cFV+hXESsG58BLXEIaOGsKIypeZFFFJh2roLthbaxT5IjyMn8YbsbaqCEBSdSlL968kx+4gwxusGiAAV1o2QMDDth2DyE7cQoNoIU5bzQ2WLxFbD/5KaXxeLGIEyZFJhKfl4TaFY/frKMq5muFZnazat4RUazw6YWf3vgFWR+vYUjEJ1Wmjf2wkowx1VLZXIQITPdt4pd5Mf6eb3dpm1nv7cIlQyEc2IyVGPwbNl9w8egHvlq6ipK2Ckg0uMtyzSIq1MGNU2g+67vuTUvh73WqGb3+Xvuu+IO1A4HBHM64L7+DBnYvQVH1JVkQaOCDaHMXQxIFsrd3N4ENKCIcIcbYgqIeGFJ9BqKqKZ9lFBGrXoeA74BtEMCWgettBdiFlXAABN/qRD6C0lyK37EA38FbQmHC+lghqAPSR4G0FUYfpsu24P5yG6qpDsGagG3Yf2qyLvsOS04Oq+JGrv8TzRbCEil8TzX7djbRp85k4ayQmy8mPNv74nZU9RIHsAWn0HxIqK3GmUlRtZ0PBwcjLiDA9JoOGmqZgeq3VrGP6iGQWryrtsV1GvIWy+mM3ZD2Ub09Nj0ZOlExRi9Q9dniannR9A4bkITh9KkZDMKr+ug+qUYGpGWauGRKBX1HZt30t/6mOIlJt4fo+Tvzl61FqWlC3V6MdMwrrhTfird6Gu/gbUIOfUdEcjeI8pAa1Pgy8DkDANv1uGvwmHlrZgFYU6GtehgYXAxIHMqnviU9amx1N/GfzO4ctDzfaSLIlU1C3O3gt4voyMmMUWkmHUWfs0Zw4RO9S0lTMN0Wre2QMWPQWxmVPICvmzCrrMW3aNAYMGHDUaMwQIX5MtK78ispnnuqRMaCLjSP17v8jcvKZ6UxcvXo106ZNo6qqKpR1E+KU4G/5CE/pvT2aDgu6JAyZj6ONOvW1x0OE6E12FjfxyMsbmKjfw1hxFxGSG4DalHHEVa0lYLESkZiLLiYZ25gLsK//CH1iH8zZI/jHB7v4aHVwjiOJArKiMntsOgOGuXlh4+sEGpMZFTmFm+cOxxZ25gXlKIoCAtS98Vu81YXU6TRsS02jwNfGyIEzWDj02I3tT4S2de/T9uW/AFARkExhJC18HG3EyYmyDnHyufXj39C/porZLcH5vTTrOn6+ZznenRNBFbn7iqEMbP6czi2fogJF/ljelmYwT7OdoUpwXqoemM+rsDgslmw6GNTp6aouAEv8eaxOULjRVUSOu2cw4cuucYzUVJCnq6Y8IpoGtS+j7GsA0NjisI48D31sGtr4DPB70VgiWLS8kH99Ggy8eOW3Mwi3agjIAV5643ZcaoDBshax32her9vE3HoP6UIsnpGXMTY3leZFj+BrqWGTRc+mrD5csbeScK8DEfBFxFIodzDI4aG171BGXPxb/rH5bb4oWU2uaTjbVsYEbf7NOcRGnni52L9883fWVG8l2StzbW0bRkXFp9VjzRzMw1ILrT4HAvD4OfeiETWkhCciCEJovh/irOWMzRQQBAHDzHdxvtUHyXfwy0kV9SAHG0XKlZ+jyX8A19KLwB2MMghULMM8fyXaQbfh3/cGmoy5BPa9DqqMa9EQhIhcNCkz0I/4DYIh6rSd33chiFrE6CEIllTUzkqkQCsDAo9TrFlAR/uAkyYKqKrKjg37aKxvxWDU4er0YIsKY8KM4aEGqWc4sREmTAYNkgBGg5Z+aRFoNSKtHR7cXhm9VmT1juCkUhBgSHY0qbEWNuw5egmHA2MPlQqPJAiEmbRIItg7D5Yl8jbsIwYLjZqgOq8Ls2FMTKOgvI2t+5uI1nYyWruNIbGz2d+mUNPhZ/WuYkYY69lWZadSSaMSC2KfeDT2SryfbEWtbsW39AvsES4ErbFLEBCQwuOxDDqfgKMZjTUOVJn21X/vtlj1OkmyhfPcuYmIAny+O4aqtkoSbUknfL2bHE2s3LfisOVRpmguzr+UpTs/BsCgMTAxZzI6zcEGk6EHhFNHVkwfMqIzqbPX4vK5MOlMJNgST0tjuaPR1tbGypUrWblyJX/9619PtzkhQpwSIidPIWLCRBw7tuNvbkYbHU3Y4CG9liHwQ/B6vTQ1NfHggw9yySWXhASBEKcMbdRcNJFzkDvWovoaEHRxwdJCpyhDIESIU8mgPjG8fJmB5k82AsEMZUVjYEehg9kmFcHRzjuOEShuA9HfPMV4YTuyKiJf9mfmT+7D5n0NGHUaFFWlrLaDT9eWs3Wfiaz4ecydG8eYtKGn+xSPyoF5tjl3DM66Yto0IucWlzBVFHgzsgBOoumOxjpWv/MmstbCgK5wr/jLf4spIy/UJPUMZ0zqCFZ4nYyzppNgiiBq4GQmedpZUQBKAJrtHl5c7WKBSUCTlE3sjAU8Zcpgz5+Xdnv6DsxCG7UaLuoM+gFkoAM9j7XNx4eOMZX7sVhV6kWRCAUCokjVyCkUVVQyrsEBCri8HXwQW0KmW0+M14td9pKafy6K30v1S3fi72hhaZ8MTFGjSQ8XCIRpeHPPW8SGReL0uVhn0YCgxRydw9S+Y0mq2MAYpwNw8J+PV1C6zsw0dw0CsDvSxuzcGXjy9GiUWLLCw3it8AOGffMZAJI9GBh444gruWzg+dTW+ylYu5aEKPMJi4D+gMLm1es4d8OXjBFVJFnGqKjU6DVkXPUwKgqeL58CSWROzjQyI3tmJITm+yHOVs5YUaCbbz8Euw+pCyu7CKzvmY6utu7Cs+EBDKMeQjDEEKheAfqIYLaAKqO27ETRWs5oQeAAoikO82Xb8O54Dv/2P0DATUxiLHGJx2e73x/A7fQQZjXj9wfQ6bXd61RVxdXpZs+2YuqqDkZbDxvXn/jEqJAgcBYQbtZxobgf/vkYjJ8N+cFmQxdOzKSlw0uYQcN/vw5G0OQk2xiQHiyPNbRvFMs3uZEVFaXL4y8KdP8dbtYdVnLo2zhcfsbnxfPNroP3Y52UgU84qMrLXX0JqhuDEdvtPg0fFWrZFisTYRApbPFR3iLST/6U0dvbaM6SyBmUTZhBizr2Wpq27UB1uPHlD6BdiCNCaUeV4ZsVKoOG1yF3vAyqjGXIfPQJ/REtMSjOFgwZo5Cs8Xy6awltrjZmDZzDeYPnIisy0vd88FUUBZ/sQ1VVFm99F1k5vO/I/GEXsmz3UqraqogNi2Nc9oQegkCIU48oiCRFnLnp0EOHDqWtrY0nn3zyOxsBhwjxY0KQJKzDhp9uM76Tf//731x//fUMGTLksJ4fIUL0NoIgoQmfcLrNCBHi1KAEM4BVNTgfEWUPbsnEek8WGZpGZtX+DS0yNXIEihQs2en74EGsC3/HCz8dTMtX/8Le3Eapy8HbHfk0tEJDK1w8rnd7SJ0sbKPOx9N/FHzxEuzdjiRpuX745ce9va+lFsloAVFC1OoQpIPzfcXrwtdQTsO/HiJXDZaF8ccPIG3GlRhScnvlfEKcXC4bMJddq6N5qsnJgzeOJk5v5vZxV7Igz4PT7WfNzlo2e9LY6b2Cl++YQ3qYAQBz//Eo+5cgCoCq4LZF868wmZ/W2DEKGgpNBnwOPbqwZvydCZxn3IJF9ndnFWgVhQ6TiVR9Pz7RS2zERpFJg2vHSJ7Hxfnxy5EsRvLkAA5HE76OZkRVJaa+msHFbzNFI/BShJX1NV1z4rZEAv4UzLFtXDT8UlJsSYzNXsCuksXYRBd2k49mr5lxiPgULSWNKXTuX0Gto54IQzgvzXuCIQkDeSdhAxNkA/Pm/Rp3+S6alvwVU59h5M66kUW/PxdJ+v4+LKfPhV6j59+fF1L7zRouNfuJlKHYoCXc40fqM5wYVaDm9d/xW1Fiz5R5nNvV2yREiB8DZ7QoIIgSpnkrcH1xNbTtCS6UPUcerLWCP9hAOLD7BfzxY/Bt+M23BomgC0ebffw/tGcC+sF3oO1zEUp7CeaECcetQq7+bAuOdicmswGX00Pe8GyMZgOqALs37cftOrxxrMGgQ6vTHnF/Ic5ANq8CjwvWL4cbgqJASU0HXr9MZFoEEwYl0GT3MCDjYL+MKKuRy6Zl0+n28+XWGvRaEVWF5nYPRr3UM03gW4LBoewqa+3xWtCaIHDI+tIWclJsNNmDqcBVTpV9UeMA8PllTPgYLJahFtQSvrOEBTt3Ez37HVRFxluzG13+aHzp0WzQXYBXMJHj30amVIDJLLBzu5HJMxXUgIyg0SFodEROuQ1VVRAEkQ53O2XNZQCUN5cRaY783oLAASGgydHEpL5T0IgaZEUmOSIFh7uDdk+wJ8OWyi20u+0AOH1OLPpQc+4Qx6a8vPx0mxAiRIhjsHDhQhYuXHi6zQgRIkSIHz3WYTNoU8wsXvwV88zbAJip2YxelNEIBycgcZoOREBExeJroXbpP9CawvDuX48W6CvCpSaZnWoOrVF55KRGnMaz+n7Eh8Vy3oW/w12xG40tFm147HFt59y/iYZ3n0Q0mFC8HqTwGOIuuBNF9rOyZA19Nn6JFPBzqJtU114ZEgTOIlraPRR0zbl3FDWTlWwj0NEMW5YRkzOS88dn4vYEyEgKx9YlCADkX3INcA1ta96jfeMSDIOn0FSziifTorgubSL9Vy4GHBT72lljE3BowRIICgIK0KERKar3k7u3nKnGArZ60yloGQ+yiiJoGeZ2IrqddGz9nNVWHevjrcT4ZZo0IiMcXkAlRQ6j1AeB9igClbkg60jQmkixJVHdXofBIvGKbzLjYldQmliDQalGKFOxil5sTZEkjJSpddRj0AYj/yekj2Rc2oju7O+mNe8RaG+kY+vnRM284YQEgW11u/nD6hdJCItjpPYSNnj7kGCW6Zcfy9LdFfyUAiKLd+BMGwpyAFEOYJRltFLIXxbix8MZLQoAiGFpSGEpyAdEgcOQEGOGImVfgX/9faD4ABXv8gVBEQDlkLEKYmQ/tDlnX0dw0ZyEaD5y6RNFUWiqb8NkNhAWHnRIqqra7fR3OYNCyq4tRcENjlEk3ulwExMqK3j2cMlNoNHAyGA95pYOD+sLGgAwGTRkJFhJjQs74qYWo5a549IBqG12srOkhaykcHaXNvcYdyRBAKD929kEQvB+O1B+yKJ6cX6ymFSfjSrBxk5iQAKbKDPW6mV659u4VS2avMH4dlcjRkciRcfSseVd/PV7D+wUpetRVrQmYq8oorpGy4UPXIwtKRrV60RjOxgJJHQ9JFiN4QxLG4Hd1UZu/Ik9+CqqQnNnMyoqdpedy/KvxOVzotfoeWvDm93jtlVuYUDCQOwuO05vJ9srt2E1hhNvjScuPHQzhQgRIkSIECFChAhxNNSkPAr8RcxUdmEQA5ilQHeMkhsdbjGMjNlXYd++AqV6D5Kgsr+sCZfoZVBXzI9PFRmgq2EANSRfORed6ezL2jWmDTzquhannZLqDgZlJGLQBV04sqMFUAl4nIiAv62eqtd+g4RCdlcz4QMoXZ4RjpD1HOLMJT7KzLXnDaC2uZMZo1IBaPniVZz71tO5ezWpt7/EtecPOOr2EeMuImLcRQQUmYmbPLR7HOgT+7BfaybcI7HPn0Smw0W0NVgS2CfAU6mRuCQJd1UDQ6RgEFys1A4EEAQJj6rFp7FgCDjZUqOiasMpsZgoFQQCSoA3EwSsAYX9rnw8BRbSk03UxuzD1xRPXt943H4P93z2CL7GBPy+Qahd4p8C+CKSKW1ViR8SxT3j5lPUUkayNaH7fA4tBxs+8jzkzjaMmUNOuHRPWVsVsqpQ46hn9txkBvWJJSlmDm8s3YutqQOtRQWvhz/v/5RZSZnUttfwbvnXRKXk0ehsZlrmuFCFgBBnPWe8KACgn/Acrrdyul51ebQlI2J4JvoJz4Gox7vq5i5B4FAOEQRELSh+pKSpp9L0U8LGVbtoqG0BICUzDq/HjyKrWCMstDbaD9/gCE5ei9VEbGIUyRkhJ+ZZRVIG3PZI90uzQYNRL+EPKNgsx19PLzHaTGJ0UFASBdhd2oLZqKXJ7kZWvnNzALz+g+m/AL6yUho+fx3H9Ouwii7OMdRRqIklX9PKhKHj+HjbfFa0RTGrj4mLn5+HJjwRQatFdbd371NEZYzvMzp9YaR4IzFf/HOyFhjwN5WAqqKxJVLfXsfm8k30jc8lOy74PVHWVEq8NZ7RmWOO+xp8G0mUODfvPOo76hicPJSAEqCuvQ5VVdFr9HgDXgQEVFQqWyugq5agx+9hV81OREEkxhLD6KyxZ3QpmxAhQoQIESJEiBAhThfpCVZ+OVFA2nkw5diHhBQWQ2zWQKLPvYX/LN/Pv/cMJ0VMYbiuFBGF8doifKqETpDRCQoyEqLBhGQKP63nc7Kp6ajnjr+9h68hmTDTLh49R0BbuAJf1iDeC4wjW6lgkK4aj6pFhwzCQUHALQgYVRURMOWMJGzwj88X8mPnwil9erzWJ+Xg3LcefVLOUbf5NhpR4rZRwQxIb8DHn0aOwNeuYikM58bAp2i75u/bLXqcksTlDR0YOip4zzWaMsFKgZSAodPNIH0tHlmLNtBJo1bDXzY3oW5uR2E0UnQN2vhy9pl0DIzP5WrbJJ6u3kZDk48HbpqLxSqQGZlKfWcTyiGVCTbWjifF+hXhSX3QTpvPnNhsZnY04y3bSd/MwYBAy4rXCXS0ED3rRiRjGG0dHtYXBRg5627Cw0+81+a5OVNRVIXU8CTCDWFo/Jvw72kgR1R4wZdGouSjJWovdp+DuJpW4oBAYgxPrf07fq/Ah0s6yIlP5o7LhqI5gUyFECHOBM4KUUA0RKHNuwN/wT9ADpYiQXajtO7Bv/cVAo1bwR6MLBZM8RDRD7X2a1APKuFi8gwMYx5HtJx4o9EzFZfrYEmlqtKG7xyvN2rxug82iE3NSqD/kCz0hpDKedbxxjPw5ftw7hVw6U8x6DRcMCEDVQGN5sR+mPaWt+FwB3C4A0iHiO4aEQJHEAgkkSMKB+1JOay7+jFUTTC9LsddxTn//D/EqCgiZk2mnATAx/6aZoSMCFSfE1Wjwxg7kraXf4OQGI525kTi+kxFd9tNOA1a/Nu2QJIRJVZF0JmIPOfnbC7fRGVrBc32GlIDXppNEXy6+xMALhx2MfHhCYcbdwgNHfWUNZURbrTSN75fdz8NVVVpc7VR1VqJx+/B7rJT3VYFgEFrZGrudFbt/4owfRhZsX3YUrGZvnG5xIXHU9S4H1VVaXA0sLN6e0gUCBEiRIgQIUKECBHiKKSPm0FNzTaqGp0scQ5iqrGAbEc9ju31FEdN4l/Lghnv5UoMsX0HMqBtJXjAr0i4BS07vGmcc/PtJMTaEPUn7iQ8E2n3dCD7g27+Scp6lNUF+AAay9kRMZDwDhtQTbNi4W3neMLC2pA7zVxhXkuM5EATHkvk9J9gyT3xYKkQp4c2Zxv3vfM2st/In35yGeEmM7bR8wgbPA3RcGIla4tayiit2c2dla0Y1dU0yDbiBS+r5Dw+j2kgxetnoNMLkpcUYy0bY2Jpr4zhV5bPSNTYqdFokQIQ5Q8Q1ncD7eVDUe1x0JBNbJaDRlcLebG5WHV6/AEFf0Dh601t3HJuBrKznXhLDOm2ZMqpRtB5uH7MfDa1NLKzfi+7v3qa+bkzGPL5u+h9XiKnLMCYNYz29R8BsA0X4+fczdP/3sH2/U2s3l7LYz8bd8zz9QcUVmwoI9NTQNqAAejjM7vXSR2thO1280FLG/pRqwlb9iwA2cBzc67kDdXIvlYLl2RNQWP/HNndydxx17B225tU1euoqYGammrmjMugb1rkMawIEeLM5awQBQAEU+xBQeAQAiWLeyxXVRVqvgJAjBuN0rAeAE3S5B+lINDa3I4lzIQkithbHYet1+m1+LwHBYCMnCSyB6RTU9lAQ3UzGq2GvBE5aDTfr956iDOARX+FpW8F//74Tbj0pwBIogg/QKh2HCIYyYdmlRwiEJgNGgZlRWE16/hsY1X3clEASRTwd214QBAAKDEkkiJK0N6Br6GYy8PqWeuWyPdvo2OtH9XnxJA2AnVnA7Q7wWoA2Y9jx7tIl49GMBsI7KwBxYyIDdXnov2blxkmaWlBJN3djmPrf/FFpCJ2NepDBVmR2Va5lX11BYzJGkdW7MFoC7/s54Oti5G7BMTNFZtJtCUyJXcaO6u2s7ZkDQANHQ1Y9Jbu7Tx+N1vLNyMrMna3nRHpI/HJfoobi0iNSmPB6J9Q1LCf4sYiBiTmnfibESJEiBAhQoQIESLEjxxtZAKeDjtJkoMR+nLMQrAMrgq8/N4mwNY9dvv+Jjb7+6LNDqe//WsE2UN8mEp0fCyi9sc3pzUUbefuITKLt9dwDgXdy9sEE/7YBgqzkyhoiqAxYMUse7h9/pU0Naroq+LRVX2NbcwFIUHgLCTQ2UbD3+7kZ+4AT3ecy7urd3HDzNEAwebSJ0i5vQprQMHSVSM4Vmjj/raLcAom8lwf0aKTKIiwMiwyi1+e9zMeW7SHLYEWnAQDSKON4TidbXSICgua2vAbvuENy0QCUY20eYI9Pu3ONpIblzM3R8dH+zVs2bCLipI/IIqQdN0fqOqoA2Cq1UvO0qcwGPWc73LiFQUWuT4m3xe8/9u3fo5jzzfo4tKpaqvmA2cFi99+BWdNcD4fadES6LTTLuv5/asbMRs0/PbaURj0B92cH6wqpv7LReSYtlOzUYMuJpnIaT/BmJ5H9Wu/JtvdQYl7EM99qefXkhZB7iqlVLSBLfV9kWKj6cwG/TUP8fg3L2Ld+wEPT/0/GoY5eWVxKVazjsykH1d2Uoj/Lc4KUUDprMa//+2gV1IQe2QAHCYUuBtA1IHiDwoCoh4xdjjavledcrt7EzkgU1pYTcGOElCDZUu0Wg1+fzDtMsxmYty0YbicHtYs34YckDGa9DTUtmKxmuiTm0qf3NTTfRohTgSvB1Z+BEvfPrgso99xb97Z5kYQBczhhiOuH9k/lm37m/D4eob/B7puO4tRy5A+UUSHG1m9qw6NJBDoEgEUFRS5Z30qvVbC65exmA1Yb7kLbVIKnXuXEuXtZJ4pEkW2gxB8sHGvX4Gwz4U0dxxCjBbFFSyLJZiCtoq5SajSQbsC7bXogPkJA/F1NgIQ1lbJ+Qi05Uzh/e3vYTWE4wv4cPtd7K0r6CEKSIKESWfC4Q0Kag5PB4X1HaRHZVDSVNLjPJxeF9mxORQ17gfA7gmW5ooLi0cSJYob9uP2uyms34eqqpQ2FTMgcSCpUWnH/d6ECBEiRIgQIUKECPG/hn3DR+gIzmMbNAl0+AwkatoRgJH6YsoCsez2pwACRr2GCLWBfs3Lg0FLGj3jzz8P/Y9MENjXVMKO9e+Sv3MTKUC/8GkEOkCjgkM1IJ/3CC9m21i99X1WNFVwlaed/uxCs6SSoRf+HE3/ucDc030aIU6A4pZydn69liFeJzoRkrQtjMudfVzbqqpKs91DtM1wxFr7s7OnsLlmJ9tdBQxqacOhGJERmBazivPq2+kURDYNvA/9pH64dn3GpZ1f4tD052Vtf6aFeTinoxk9YFaAgB/wMzJnFxs1Pi7oNwej1sDozgD2Nf9gGrDXfAF6fAiyF1WG3z39CUPHnMMW1zJsTfWoAR/JnX4EVSVMhiHNkYgEywnL7U3IgDFjMM+H+wjIfuaXVRAh7mVFzAyuEJZQ+ec9NOdeRHFVMHOipKadAZlR3ecbYzNSpHb5PVQZX0M5+796gz4TrgB/0Jfol2TaI9t4LSaHG2rakFtrKahXUDqiiXeKnDN/OHuaS6h1NFLraKS4pZzkTSu4I9xO7Ly7QgG2Ic5qzgpRIFDxCWpbUBXXz3wXuW4NgR1PfWvUwe65QuJE1OrlAEiJEzDOXHTKbe5NHO1Odm8torG2tXuZqqqkZSdSXFAJQGx8FHqDjm++2IockBFEobvxcMneKjL7ppw2+0P8QP79F1j2rc/0Tb85rk2r9jZxd/7LSBqR57bfRFy67bAxWYnhZCWGs3FvA/ur2g9b3+n2882uevqnR9DSHixdlRJrpqrRecRjDs2JItZmwqjX0Pn1x3gqtiHoTADoEgcgCCK6uL60v/Ik8qYCcHoxXXATvvZiRHMk2ugsRFWPe/tXKHYHqH5IjUbQSmgiU5FMEVgGz8NbnUVn+SZor0UvCPh0RlRVpcPTzvg+EylrLmV42ogetomiyGUjr6TV2Yo/4OWTXUtQVIWv9q3AJwd7lKS2+qiPMuFTA3gDHs7NO4+yphL2djVDbnDUs6NqO4NThrC7ZhfVrVVUtJRDVxPiWGssK/d9RWZMFvkZI4/rfQoRIkSIECFChAgR4n+F9nUfgt+NIWMwV02+lMa3H4Tg1JVphgIEoYDl7v587B6ByxOgn9GHKICCQPI1j6KPzzjdp3BSWbGpko82vcqtbXtRgYAqUFEtEzHjIhzr3iNM8DKwTwSO6kLyVi1hoCgiKEqwWWtbPa7iLViHzTjdpxHiBHB4O3ngy6fo2DCZKfrhaAU/7rHt9EuLOo6t4cXFO/l0bTmzx6Tzs4sHH7ZeEiUenPp/yJMUXn/wQSYb9nB3zBdUGL3gALOi8MXX+2ntULik/j0MXhd3DovnLXcFdAi0ySYMgg+NKKNBpdMcxk8veIgFio+2jgZa/v0o9bKCQdIhGMP59VQbkiWSltYk3lpWQIEvnnH2GCSDhpURJobH9yex71gqNi/B3+HG3miBrspImqhkJJ2B8JHn8VRcCjv2rSS75B0QIbpPO/6K4Jw7RdvGhCE5mI1actMiepzv5OEpZKf+FLN7PiU7PsJZuIFPBTvXLv4jmkAAGfBPjEds3kWhG5yzbiCurYVPPm1jqK6MhZbVeP69mvwb/8RSzyRaXR28vvwv3FXTBoBr/0ZK7dVQV0b/8+9CFx7zwz8EIUKcQs4KUUCTMQ+5ajlozHi/WACy/wijDkYnq7VfAyJi0hQM0149pbaeCjat3o2j/XAHbNn+aixWE50dLprq22hvddDZ4QLAYNQT8AXQG3T0GRDKEDirCev5Q4c1EhKPLxq9vsyOxxm8f5qqOo4oChwgJ8XWLQrkpIRTVNXefZfptSJxEUZa2j2EmXV4vcHIHkkUkJWemQJFVe2kSh6QRWRnMPJf9QU/l56y9SD7kR2NBFZtB1VFmzeUsHGX428uw99WhbtoNWxvI7Bxa/c+hex4pCn9seZfQaC9jkBbNY2WaDZ6nQyRtMT2mcCg1GEgSkSaI0mPziAvedBh57i+ZC3tnnYmZE/CpDORHZdDYf2+oCCgqiAIVNo0RNQ24EuIIt6aQKItiaW7lvTYj9PrpK69lk5vZ/cySZCINEexdOcS3H43Lc5mhqUNRxJDkQQhzh4mT57MkCFDePbZZ486RhAE3n//fS644ALKy8vJyMhg27ZtDBky5JTaGiJEiBAhzg6+/duSnp7OXXfdxV133XW6TQtxmoiYeBmOnSsRRInWV+8+opNismEfLtVArraWHG09jfoUYmdc+6MTBDbsruPZd7Yx1yig6WqPoBVUrg9byRbvRLJEkUatRGtLKaX7ljMCUBUFjTUaVQ6gi03H3HfU6T6NECeIVtRg1BrpEOArzwBA4b684w/orKgLlvAp7/r/aEiSyJiBMVAMsQYBNbE/FG5FEGCeaTNxZjO28Rfj3LsO64DxXPbhVkBlkS2OLQ0jedL4MYIAPpePwoo2BqVGULTzS5K7Slf/xzkcV4eehV++BsDufrex2ZcFwPyJuSyw3Yfb0YLhw7/SUvkqZk9wHj3HXH9gGk6nLprkBXezpa6AoXoTGx3VtIcZyNFaGTR9NrJjFO7ynViHz+KXJuth51hpr+HtXR8yPCGPc/pMIDb8cn7jq8QT8FIjQVoAAorEhjU6hL4QprOQkdyfDzu/wJ61ktxGBRygeJ2UVHRSuNMIGDk/XsYvgBiZyPuOMsatX44I7F3+TwZfdN/3eLdD/Bg5nvnzmfTcc1a0yBZN8RhnvYs29ydd5YICx95A8QEKur5XIWhMp8rMU4bZcuTmSXJAQW8I1nDvsHciy3J3Hfgho3I599KJDBvbn7L9NRRsLzniPkKcBVx0AyR0iQCCAA/+A0QJPK7v3DT/3Gxue2kOd706l4ETji0O2Sx6ZuSnMGFQAvm5saQnhHWv8/oVvtlZz6QhiYzuH4ctTA9AjM1AlFXfYz8tHV62vfB3Wh+8LbhAawraC90Cn69+L5obpiAOzUQ7eyyCpEVwgbtkA6Aie9uQLsqH8K772S+jVnXQuXMJHevfoH3tK7jKdtKo0fKFwQpJg9BIGoalDSc9+sgTBburja2VWyhpLGZ//T4ApvU7hz6xOQBkWbsevkQRe0ywTuCump1oJA0Rpp7CTJur9bBmwrIqU9lagbsrLdGkNYUEgR8pCxcuRBAEnnjiiR7LP/jggyOm7Z4o5eXlCILA9u3bT9o+TwZ1dXXMnn18Kc0hQpwO6uvruf3228nMzESv15OSksL555/PihUroOvB/GgP7gfuuwP/oqKimDFjBtu2bTvFZxEixMnn0M/2kf49+OCDp9vEEP8jWIfNIGnhY6j+rl4C6uFjJBTmmraSo60HIMkcIHPQ4ZHQZztRNiNajUgNPSOORUAp3MDDGTE8l2xjS0MBrQmpvJoQzqcDB5F2+0uk3/Uyy/rm8Nu1L1Jprzlt5xDixDFoDdw4/AqkhKC/pn9fE2PTRuCX/ciK/J3b33n5UK6cmctdlw/9zrF9L7yJmPNuJfnqRxgx4xaQgr6kUfoy0gteQ3a2k3TtE5iyhiJZbCBqmD58KqrHwi5/CooK33QO4NFXtlL+55tI3vo1Hr2RfbYsNnmzaFH1qIAC5O19np/FrCAyqwZDuIsofQzVxSUE7I2ons7u4EMVUBFoCITRnDyJax/+jD/+vZinV71Bqb2a/8ZZ+TC3L1pbLIaUXCImXIp0BEEAYEnhCrbW7uKVbcEqCynhiTw89R5MWiPv5mTxhmY0T3TMxesN+hgcvk5WlW8gJyoDUYCq8EDQLjlAnOQg0mrAoPOT5+tAq8KWgItl1Tto1OjwCGDqM/x43+YQZxkH5vu33HLLYetuvfVWBEFg4cKFACxevJhHHnnkNFh5YpwVmQIH0CRPRT/xr3jX/gICRy5VAiClzUGTPBUp/fxTat+pIn/iQOwtDlZ/vuWwdR1tnSSkRBMTH0lkjI2U9Hja2zoxmoKO2oqSWtpbHbS3Oug3KBNBPHkOqxCnkEtugn//FTpaee29byiNbubGlY+SMu8SOPeKY24666Zhx32Y2IiDAtS4vARcngANbV19PLo+Oqqq0uHyYzFqcbp8ODwyggA5yeFUNjpxe3yY7Q2ojq5G2H5X18ZC8MGjq0wPAoj56fg6inB9voSOvz+FdMkoMOoQMqIQosKQ5o9AaegAr4r1nGtxli/vti+hrJ7hmzZidLgwDbikO+3QJ6v8fXMLnoDKzSMiCdMHHfNhBitpUem0u9tJjUrv3s+MATOZkjsVj99D6brXUVEJD4vB7m4jOSIFURC5fOQC6tvrWFe6lvr2OkRBZHTmGPLTR7K5fBNbKjYddi0jzBF4/B4M2iP3cghxElFlaF8N/jrQJkD4BBB6V5AxGAw8+eST3HzzzURERBzHFr2Hz+dDp9OdsuPFx8efsmOFOLtRFRlP5S7kzlYkSySG1DyEXhZLy8vLGTduHDabjT/+8Y/k5eXh9/v57LPPuPXWW9m3b99x7Wf58uUMGDCA6upq7rjjDmbPns2+ffuw2Y6ecRcixImgKjK+ik0onY2Illh0afm9dp/U1dV1/71o0SLuv/9+CgsLu5dZLCfezDJEiBMhZu5tNH/1Du49q7qX+ZDQE5xfOBUtZqMe65CphOVNOq229hZ9km388zfn8O7uj/h8m4kpdle302aPM5XkwAiSsjuZ338WTp+LvzSXYo7tC0Cn18my4pUAfF2xkats80/jmYQ4UYYkDGBM/gYKxDZclTLbnr6FQoObVSlJPDnj11j1R/9uToy2cMWMvsd1HFGrJ2zw1O7XCVf8jrq3HwJFoatxJQD+5hoErR5dbCRRqxbxh0gVuzGZjQN+w5efV5EktSISFCycgsJr0Q7CbXsJ+BsRarrdBvSRa3BH+dlYncryjw1kOQpJM0OdTkO8L4AA1Okk3gqPJzZyHDPisvB52gANAWeAgBIMDjbregbJukq20bbq34QNnop1+Kzu5ePSRrC7sZARSQcrBqRHJPPPeX9AFETetL1Nv3WraY8wsl5nwif7yYxIJSc6k7/P+wMlRWsRav4BKkSEaXnldzNAVfnL76tJkqvY4OvH2LIi4sUmVARMUUmoqnpSg8JCHI6sqBSUttDa4SHSaqB/ZhTSKfBrpqSk8M477/DMM89gNAY/gx6Ph7fffpvU1IMBt5GRkb1uy8nkrBIFALTZl6F0VuLf+Rc0A25Ck3Yunq9uAq8d3bin0abOQND8uJ1uoigSGRNO7uBM2lsd5AxMo6K4lvKiWvx+GVlWSctKxOf1U1UWjKSoLK1jwNA+pGcn4bA7iU2MDAkCZzMZ/aC1AYdk5MukiQCsS51Iyr5t3ykK/BCmDk/G4fLh9gawGLXotBJOj5+KekePcaoK3oDCvHHpNFTWsn7OLVQZRMbF1OMr/RokDeHjbkD1uelY/1r3dlJECobkwcjr90C4CaFLzPJHhPGWfxoup8rVte9h2rsH+/pfYn34EXztRRhShqLRx5BTWIpmQBqauITufZa2etlYExQydjZ4GJcaVAskUWLOoJ7CYYe7g093f4JZZ2J6vxmoXTELdncbOXF9sRqsNDuaiA6LIcGWyHmD5lLXXkuiLal7n4m2RLZVihi1Rpy+g+Jljb2GN9e9xuUjFxBmCCNEL9G8GErvBF/1wWW6ZMj8M0Rf2GuHnT59OsXFxTz++OP84Q9/OOKYb775hvvuu4/NmzcTHR3N/PnzefzxxzGbg5/JQ8vwHMBms/Hss8+ycOFCMjKCWS9DhwYjfyZNmsTKlStZuHAhdrud/Px8XnjhBfR6PWVlZezatYs777yTdevWYTKZuOiii3j66ae7nTwHths6dCjPP/88Xq+XK6+8kueee66HqKAoCr/85S/55z//iU6n45ZbbukRPXoku0OE+DbOfatp/ewFZEdT9zIpLIbImbdizp3Qa8f92c9+hiAIbNy4sfteAxgwYADXXXfdce8nKiqK+Ph44uPj+dOf/sS4cePYsGEDM2fO7CXLQ/wv4i74jI5PH0bpqO9eJlrjsc6+H2P/k/9ZO1TUDQ8PRxCE4xJ6vV4v999/P2+//TaNjY2kpKRw3333cf311wOwe/dufvGLX7B69WrMZjMzZszgmWeeITo6+qSfQ4gfF9rwWGKmX01VbTE+GVIvvJ1VhS6E9W8QkZBMv0t/hsWo6XVB+XQTaTVwwaApvK60UhyRxjmpI7nuH3+nvaY/MfYO7ho/iVhzFG8UraS6o47qjjouz5uLRW9mbu45FLWUMSVjzOk+jRAniF6jI6JlHK1VpVwW9gXh7iZGuuGTiBaanS3HFAV+CMa0AaTe+iKy24Hc2YYxI+hM79j2OYG2g79LAhDhruLiYdFMH5mLf9mz+Cp1WAZN4S1/DQOaqhjQL405uTewcfG/CK/dhlXyYg+PZ0RSHpPSxvKuYx19tbUIgElReMUzhjpPHAONFcw2mPnHOgOxNDNvUgadfge3zJnNN5WZbKjexoX9emYot29cgreuhECnvYcoMDi+P389/9EeY+1rF9Ox9XMip1zFeYpIe6AZmmCjJZbLhl3I/pZSsiLTCDeEMSxvJt6YHFAV9AlZ3WffljCKFYUZ9E0P0NYUi2ouRhBUPv3wcZTRc7hheO/5Y/7XWbuzlr9/sKu7tyVAVLiBmy7IY+ygxF499rBhwygpKWHx4sUsWLAAurICUlNTu+fpHKF8UGNjI9dffz3Lly8nPj6e3//+971q5/flrBMFAPRDf4F+6C+6X1su3Xxa7Tld9B14MLrZNNhIc30bnZ1uGmtb2LKugCEj+5LZN5m25g5SMoIP+LbIMCbMDKU1ndV0dsD7L4McIEx2MGfvYkojsphUtgJ+9qtePbQkCtgsemyWgyWC3N4jpzE2tLpwevw4NGbcogu3DzxxQykuLSM9UEv71y8GMwUECVAx552Pr24P7qKvCZt+CWJkNB5vAQpOarw2dukzwAJ7nFZGpkSiljTgWfwRosmEbvBFCHo9Eb95DPfXy2m6ZQFSTCwAqTf/HyMSjXgCCoPiegqGSkc7/v0F6AaPQNBqqWytoKWzmRZgZeFXRJmjaHW2oqJSZ69lv7eQ4sYirhx9NQA6jY60Q7IMAFIiU7lm7HVUtJTz5b7lPdb5ZT8unyskCvQWzYth38U9eswA4KsJLs/9b68JA5Ik8dhjj3HllVdyxx13kJzcs5xUSUkJs2bN4ve//z2vvPIKTU1N3Hbbbdx22228+urx9b7ZuHEjI0eO7I5YPtRxv2LFCqxWK1988QUATqeTmTNnMmbMGDZt2kRjYyM33HADt912G6+99lqP7QwGAytXrqS8vJxrr72WqKgoHn304AP066+/zv/93/+xYcMG1q1bx8KFCxk3bhznnHPOSbhyIf4XcO5bTdN/Dy9DIjuagssvfrBXhIHW1laWLVvGo48+2kMQOMCJRvkfiA7y+Xw/2MYQIQ7gLvgM+6JbD/sNUzoagssve6FXhIET4Sc/+Qnr1q3jueeeY/DgwZSVldHc3AyA3W5n6tSp3HDDDTzzzDO43W5+9atfcemll/Lll1+ebtNDnAVoLBFk/Oy57tezkoCpT51Wm04HcZYYfjn+YKmKSyZNY8X7u7nd+CnOf39M3cWPMCltFIVNxeREZ2Hqip6+anDvBcGEODVsKqhnc0EDAFmaoDO+XiuSEp5CZuTx9RI8UTTWKDTWKIg7OMcNOFp7jGnXatlq0SOXr+am/AVUNJaiBnzIjlbO02XRWV1NUuMS6r76EF9cJg/5ZzEiXODcC4ZQtPlN3tnzIU/ceiE7thvYWPYGO8wadjdlgiqxxdWHCzreJVGKoKzBTFTePqZljseg1TE9azxTU/NpXPwUZR3tvOWbSkZWGvPzz0V2thM2ZNph57O/uRSDRk9qVxBfx5bPCHQ0U7vpIzbGxzNKb6RYkukU4c0diwGw6MxM7hLVjtSz5P7rR9Hu9PG7pX+l1p9IVSCCeK2dIpMek6PhpL8nIYKs3VnL468fXpGhpd3D469v4r5r8ntdGLjuuut49dVXu0WBV155hWuvvZaVK1cedZuFCxdSW1vLV199hVar5Y477qCxsbFX7fw+nJWiQIjD0em1TJs7htWfb6G1qZ3aikaa6loZOrof9TUtbFy1C3OYEVESiY6LICv3+JvVhDjDeP9l+PqT7peX7Xrz4LpnfsnOi+7ls+gxzOhjYXD8kftPnExMegm9VsTrV7qWqICA2yvz1vo6TBEWMuLCiLDoeGe/j83+mQwUyrlOs7xH03A14MXfVAyAv7UU04zzMKrn4ty7gpTitQwPFOFs9tO/ZTfac4ajHZmE899BZ6p+xBgM4yYD4Fr6AXJNJXJNJQDaL5dyx09uPqLtrQ/cQ6B4H8ZZ8wi/9R76xGZTY6+m2dFEaXOwjuN5g87HG/DR6mxhS8VmosNiDtvPtsqtFNTuwRvwMCItn0EpQ+gTm803xavxBYK1UUVBZGrudOKscSf1+ofoQpWDGQLfFgSCK4MxLaV3QdS8XislNH/+fIYMGcIDDzzAyy+/3GPd448/zoIFC7qbCWVnZ/Pcc88xadIkXnzxRQyG785wi4kJfvYORCwfitls7o7kB/jHP/6Bx+PhjTfe6HaGPv/885x//vk8+eSTxMUFP4c6nY5XXnkFk8nEgAEDePjhh/nFL37BI488gigG2w4NGjSIBx54oNvu559/nhUrVoREgRDHharItH72wjHHtH7+AqacsSc98rO4uBhVVcnNzT1p+7Tb7TzyyCNYLBZGjhx50vYb4n8bVZHp+PThY/6GdXz6CIbc6ac9Qnr//v385z//4YsvvmD69OkAZGZmdq9//vnnGTp0KI899lj3sldeeYWUlBT2799PTk7OabE7RIiznXnDRzIzNozaNz4BBR79x2ryxowkNTmZNRWb2NdUzFjVRL4HIsdfhC4q6XSbHOIE8HgDPPrqRmRFRaN1Ux6IIVlqISogc+22bVRW3I4+IRNB0hA96yZErf449vrDMCTn4infRYtsok22YJbaKDVI7C9aR8WeCOZkzSPLV4in7yweerUYRT2Pu6zLSNc0E9tSwfSkBjIMEWyrFWj3OlhTsYmfjfwJmUnTaHUNZ+miFwEFm8bLdN0uBOCCyX34RtjKtrq91DuaGJk8BABfQxmu4mAZbbUzlndKPcyffC7JNxwe+Lqzfi+/X/UckijxzKz7iQ+LJXLq1XTsWMFz/ipK2x1s7p/NdcMu5dcqvLDpdTq9TpKsPedZjW0u/vnfzfRxfoacJDBn7r1EWi3c1bcfYsk/AXglIRxjeh635F/d6+/H/yKyovL3D3Ydc8w/PtzNqIEJvVpK6KqrruK+++6joqICgDVr1vDOO+8cVRTYv38/n376KRs3biQ/Px+Al19+mX79+vWajd+XkCjwIyN/Qh5Fe8opLazG7wtQXd6AqzNYOsXZ9X99dTPxSVGYw358TZj/J8jsB4KAGh6JYG+Bgy5P8Pt4ry2CMsWDo6aKwdMSIbp3632bDFqmDkvm0w2VXUuCX8KKCtsdAqrDRZlVy2SrHp+qAH6UsESEgBFVFVFamxCtJtxFX6OJzUEURQxpI4J7EkSMGSPxlHzDAu0q5LpytCPziLjyXlS3B2/pdjCLaHIPfqlaLrmaTlUFUUR1dmKY0DNioNHRyPbKreTG98OkBoWM7TEihateZGyfccwcMJuv96+ivWYndPUeaGoqIT48gYVjr8OoO3jf1NlrcfqcrCtZ071sbckaylvKGZ89sVsQkASJGQNmkRGTSYheon11z5JBh6GCryo4zja518x48sknmTp1Kvfcc0+P5Tt27GDnzp289dZbBy1SVRRFoays7Ac/GOTl5fXIHNi7dy+DBw/uER09btw4FEWhsLCwWxQYPHgwJtPBz/SYMWPo7OykqqqKtLRgJNKgQYN6HCshIeGMim4IcWbjqdzVo2TQkZA7mvBU7sKYPuSkHls9UqfKE2Ts2LGIoojT6SQzM5NFixZ130chQvxQfBWbepQMOhwVpaMOX8Um9BmjT6Flh7N9+3YkSWLSpCPXc9+xYwdfffXVEfsRlJSUhESBECF+AIaUfsRfeT8vLd5NRasFa10Hxb5vEFUVl9tOWkULLllFkH3EXXjPcewxxJmGViuRnmilrLaDqWHbyabrmbvrkSbQWkugtRaAAn8yky/s/b4RkZMup626gqjyjdhEN5KsMqrdzT57Ls31jTwphzP9gmRGac0oCKgISKmDERpXUxlmZHZLO+DEHDWA7KgMpmSMQdMlcEeabAw3TWe3WEBjIIw9A+2Mzr+L2bnj0RSJlH8OOZHZ3bboE/oQNngqHa1ttDf0Z3ZmIiaDtnu9qqq0rf4PirMddWAweEPx6Ljv2a0Y9Voe/9l4YnNHU7X4blAC2IxWsr0Knso9PDvll8h6PRZdcP7k8XvYUL2dfTt1GMtXM8K0D/ZD9T9/QeLw2dhaazhQRHlCZB/Gj7uxe9sQJ5eC0pYeJYOORLPdTUFpC3l9eq9UYUxMDHPmzOG1115DVVXmzJlzzNKIe/fuRaPRMHz4QdEqNzf3jOpJFhIFfmQYjDoGDs8mzGbG6/FTurfysDEmiwGDqfcV5RC9xLhZMGQcbQEBze1zsfo6OFQLnVj8Ge39LmLivvdhWyk89gZ8O6rM6QDzyStho9WICEKwl8ABRAHGm7yowLoOlVe3tXHv+BjGp5oZGKfHrP0VLa//GjHKFHTc+F0EGvcjmiIQ9RZU2Y9r35fBuv6CCIqCWtWCb2clrmmrMOVMQk3UQiCAt3EXmqigc0Y/fBT64aOOauv6krVUt1XR6Gjkyof+hG/fHqqVEgKeDkqbShiYNIgJ2RNJsiURaY6iuLGITeUbEAWRa8fd0N04qM3Vxvvb3gMgyhxNq7MFFRVFVahuq6K6rYrhqSMobyljQs5EEm3JR7UpxEnAX3ccg77HuBNk4sSJzJw5k/vuu4+FCxd2L+/s7OTmm2/mjjvuOGybA42JBEE4zInp9/sPG38kjlQa5WSh1Wp7vBYEAUVRjjo+RIhDkTtbj2PU8Y/7PmRnZyMIwnE3Ez4WixYton///kRFRZ1RD/IhfhwonccntB7vuN7kQPmso9HZ2dmdlfZtEhISjrhNiBAhjh9TxmAu+0kWiTtqqGUHFcUJ3Naxhyh/gCKTlmx3AFOfULngsxVJFHjqjol4fDLLPt8Nu4PLW2QzTYoVt6LFJrmQUPn7Wi/6wQWMyerfYx/+gIKsKBh0J8/dZ7VZcQAedHTIer4xmrncuY/h4RsolqN4t1yg0VvFE7deR0BWGNQnhsr6GeS8Eixv7FcELNtWM8IoYcoMlozcWdzEV5urOUddx/nhq9ihsfFvnY7H9izmyaS+2EvDyKiCtRUOrhnnw2LSIUgaYs67lRjgT0ew01dfin31fwDISMjk4ak/Z2+Rm1e2lwJeyms7GJwTw5/PfYi9zcWMTx1B+R+vQvV7sbocRM+8vntfr257ly/WVaP3JpBjSsTHdmRRxWhvpO3rRSTf9DS+xio04dHMnHd3qMFwL9LacWxB4PuO+yFcd9113HbbbQC88MKxs6HPBkKiwI8QQRBI75PElrV78PkC3cslSSQ2MYr+QzKRpB93c6YfPeYwIoF1v1tE9Pt/JatyM6KzA9xOppUsY1rJsoNjd22CwYdElb33T3j3bzD5fLjlgZNijtWsIy7CSH2ru8fyA5lbWgG0QJJVQ65Gxle7k9aCz1CtUlDQ6E51AMXVTsuyx5FsSQSaSg7uTAApNx3VBL76fWj1acgfbAJVRU4cQfPfbwCdFtPCS9HEpKOLPrz+H0BWTB/qO+rpE9MHMTwCw6jxTGhNZV9tAVGWKP6z6R2c3k5UVWXGgFlYjVboijpweBzou1I0NeLBr88WZzMGjQFPwINJZybcaCUjOpMwQxijskJNvk4J2uN0NBzvuB/AE088wZAhQ+jbt2/3smHDhlFQUECfPn2Oul1MTAx1dQdFi6KiIlwuV/frA5kAsnzkPh6H0q9fP1577TWcTme3YLBmzRpEUexh144dO3C73d1OnvXr12OxWEhJCZWYC3FykCyRJ3Xc9yEyMpKZM2fywgsvcMcddxwmntnt9uN28KekpJCVlXUcI0OE+P6IltiTOq43ycvLQ1EUVq1a1V0+6FCGDRvGe++9R3p6OhpNaKoZIkRvkBhj4dJpOcz//deY27OJse0IzrsS+7BzwBiyB/ReVmyI3keSRMxGkekzb2OZZRGdO13sURIoqpOCk2I12JNPsNh5v+iDHqJAh9PHnU99RafbzxO3jicr+eQEMgTGzmXt/o2MdXVgEH00+FJJM/rAA32kFm6qFdmUE0dWsg0h4KX2zd/R3FiGThDQqipaUSUCFxE+KF72Mk/HfMCe/VNpbPUwJK6KFCDLHPRRuQMe9reU0b/uS4aHbaaaeL7cMoLFXxUxebyZyEQ307PGY9IeLlJrIxPRxWchu9oxpPQnNyqRrAiFliaBMLmN5pYvuOXDnSh+D9kRaYxLHYHbGoGhpZ41zlrmHbIvxWMku87KNZZPabWm8mB0DGmdMjcpWiIGTkZriyNp4WOH2RDi5BNp/e5Su99n3A9h1qxZ+Hw+BEFg5sxj93rKzc0lEAiwZcuW7vJBhYWF2O32XrfzeBFPtwEhegef14/BeDAbIMxmxhphoa6qiU3f7DmttoU4eYzJjiH7lw8gPv8x/PQB0Bshfwrc+RjEJUNSBmT07blRUbAsDvuPXZPt+3Jo8+EDlHg1bHNraVdErhsaDjsW0frpY7iKV6P63Qja4ION0KPum4Lq9xBoKkHQ6EGU0MX3I2z4JZjnXoImJxMyJvBFs5aqmCwQBESXSqC4EFnfiat4JR0b3kTpKt3TvVeXC1UOMCBpIDdNvIXRWWO716VGpqLXGthQtp7mzibcfjeegIc169/HZggHQEWl2XmwBEaYIYyhqQejcKym4DiP343VGB5qJnyqCZ8AuuSD6tJhCKBLCY7rZfLy8liwYAHPPXewSd6vfvUr1q5dy2233cb27dspKiriww8/7I4yAJg6dSrPP/8827ZtY/Pmzdxyyy09ovRjY2MxGo0sW7aMhoYG2tvbj2rDggULMBgMXHPNNezevZuvvvqK22+/nauvvrpHyROfz8f1119PQUEBS5cu5YEHHuC2227r7icQIsQPxZCah3SEXiyHIlljMKTm9crxX3jhBWRZZuTIkbz33nsUFRWxd+9ennvuOcaMOSja1tTUsH379h7/2traesWmECG+jS4tH9Eaf8zfMNGagC4t/xRbdjjp6elcc801XHfddXzwwQeUlZWxcuVK/vOfYGTmrbfeSmtrK1dccQWbNm2ipKSEzz77jGuvvfa4RO0QIUIcH/tbSomxRGAWvXwpZBMYNo1/Ky38Z88S1lVtOd3mhTgJhBusXDbtRq6/+07+dPfFDDunjuiRG/nZVRlcfrmB8EHbGZM6rMc2Le1umts9eHwyFfUdJ80Wo8FCWYQWBXAJEsO05XxlEjnwra7XmZkRM52f3P8Jjzz1Hp7KAmweN0UGHVvEDOxy0FmrAn3a2phZXIImoglBUPnAmoJm4sWkXfJrMmwp5ERlEK4PY4/VRwDITIniq82VtLS7+bRhEf/asZj/7v6kh32KotLp9iPqjSRf/wfSbn8JXVSw6axWI7JwahIji18k48v3iGlpxC572dS8nw079/LpgIE8kh7NUo2zxz6vGzWP/PB6DEKAhM4ypKJpDKkOR3b5MKYNPGnXNsR30z8ziqjwYzv8o21G+mdG9botkiSxd+9eCgoKvjPYum/fvsyaNYubb76ZDRs2sGXLFm644YbvzLo8lYRm/T9SNqzaSXFBZXeZoIAvgMUajJAzmXtfPQtxGhg5FV5fDT//I4yZAX/+AJ56F6wRPcct/CWcfzXc+vBJPXzf1MOjEMr8GppkDSZBYUDVIvyN+7vXaWxJSNa4ozTVA9EYEZwgKzK+xmL0iQNxFX+D4m5ncZGPRdUSL899iKhnX8Y87zKM089FlxGMkpCMNoRDIvm92zfTuGAOLbdfi+rzHvF4shLMqtFJumBDBEBoqGfTV++QHZvN8LQRZMfmICsy/9n0Dn9b+QKqqpARnYkoiN2noagKhfX7CMiBIx4nRC8hSJD55wMvvr0y+F/ms73WZPjbPPzwwz1K7AwaNIhVq1axf/9+JkyYwNChQ7n//vtJTEzsHvPUU0+RkpLChAkTuPLKK7nnnnt61PvXaDQ899xzvPTSSyQmJjJv3rzDjnsAk8nEZ599RmtrK/n5+Vx88cVMmzaN559/vse4adOmkZ2dzcSJE7nsssuYO3cuDz744Em/HiH+dxFEiciZtx5zTOSMW3uteWpmZiZbt25lypQp/PznP2fgwIGcc845rFixghdffLF73J/+9CeGDh3a498nn3xyzH2HCHGyEEQJ6+z7D7z69loArLN/d9qbDB/gxRdf5OKLL+ZnP/sZubm53HjjjTidQWdKYmIia9asQZZlZsyYQV5eHnfddRc2my0kOIcIcZLY21TE71b8CaJX8MuIT5lOEWZRg05nQBJEIo2hMnc/NkRR5KGZt/HqpU8we+ggFuTP4s2LnmV+/1k9xmUkhnP7pUP4ybn9mDj05JWvtRnDieo3nh1mHRYCnN/aybAWOwd+lYr79EN4507uMHzA7jYT1cl5aDOHMNjlZbhSxnZfOqp68BeuWq/lgknRzOyzGIN+B5ujbKxtL6PMXsX+ljKeWP0C//XXs2Py+SRedi9Xz+7P8Nw4Ys3B+u2J1p59nR7653qu+O1SPltffuQTUGVUJShhDPeJDOj0ML2lk38tWUer18HIPuO4bVSw9Gtb0WY2PXM1/170fwy//EoKxFw+VqfgcwqM0pegcbfQuXftSbu2Ib4bSRS46YJjBxDdOG9grzYZPhSr1YrVaj2usa+++iqJiYlMmjSJCy+8kJtuuonY2NOf+XkAQT2ZXdhCnDF888VWWhrtmMOMOB0HS7okpceRkBxNUlqoOV6Ik0t5XQff7OrZJK/SJ7LPpyPWIHCv8iqoMqIxHMUdjHAWjTYU9+GpU6YBszGkDKH1sydBVdDGZBM++io6d3yEt66ADbEX8065nnSbloenBhsp+yvKcC/7AO2YkQTUZnSx2TTqLaiqSuRX39D5+t9AEIh5/X2kiMMVZL/sp6KlnOKGIkqbg2WLND4/sigSbYvnkvzLaels4d1N76Bw0NlrM0Zgd7chCiJmvQVREBmQOJAhqUNP+jUOcRw0L4bSO3s2HdalBAWB6AtPp2VnHAsXLsRut/PBBx+cblNC/A/g3Lea1s9e6NF0WLLGEDnjVsy5vZ/BEyLE2YC74DM6Pn24R9Nh0ZqAdfbvMPY/dop6iBAh/ncobC7h/hVPES4r3FvRCl3OTsEag27QROKGzUITdvLL8oX43+afi+5lSnFRt2N/WaQJnSrQphHpkzSAwdvXoyLwx6iR9GcPU50yOlkg4PPxXMcsbgtfjgkPot5M2s9fo23VO9jXvIcsCNh+9he8Ajz69V+INkXQ6m6n2dnK3WNvYHRKMBuifeMSvG4HG+OiaXK1cWHWJMTyPRgzh3DVE+twegKcMzKVOy478jzcW19Gh72W3UufJ83tY3W4kVWmSDrNfv5v7I2MThnGzqV/wbxtJQIQQODxsPNorohAS4CrU3eSRQeRUeHEzbkFbUT8Kbz6IQDW7qzl7x/s6tF0ONpm5MZ5Axk7KPGY24Y4MqFCjz9SRk3Ko7WpHX9AZssh5YJqyhuoKW9g1+b9TJqVjzGUNfCjory8nCVLlpCTk8OMGTNO6bEl6aAqK4kCw7KjmBlupLxiPzEVn4CgIJqjQNKAux2PqmVjZxJ9bCkkOnYhhiehdDaB7MO1bzmCKCKZo5A7mzGkBR8ELIPnYhk8l3OB4TkBIowHI+YcLz2Db9c2NHIlpFiprdnNiq5+AHPGz6JF6iQ2OuWIggCAVtLSJzabsuay7mUBnRYBgT5xOXj8Hj7e8UEPQQDA4QmmZSqq0v23Rgp9tZ42oi+EqHnQvjrYVFibECwZdIoyBEKECHFkzLkTMOWMxVO5C7mzFckSiSE174yJfA4R4kzA2H8mhtzp+Co2oXQ2Ilpi0aXlh+6TECFC9KBvdBaPnfMrNKJEy9uPYmsLNiFXOprwfvMeX2xdQuvUS1gweP7pNjXESURVVV7c+CZlbZXcPvpaUm1Jp/T4UzsPZsKL/UYzYOgE0mzJPPz539mwPgqXbRCeVB/+Di0TagLUm2WaoqP4RKfFHdgFtpGoe75G9vup+ec9WPPPBQQM0SlEW2MRRIkXzw/W6Pf4PTh8TmLMwbm7p2Y/LV+8iksUeDMzBhXI27aOyPpK9Ek5XHvZ5WwsLeTySUfv36aPz0C02thjMWAKyHwSEwb4GSJaGBSdzdflGzDt/BpL13hZEchvKGePTSBNU8DgzmIA/AEzmvBjl8YM0TuMHZTIqIEJFJS20NrhIdJqoH9m1CnLEPgxEvJc/UjR6rTEJUVTWlh9xPVej5+2VkdIFPiRsX37dpqbm2ltbT3lokB8pJnkGDOKqjI+LwGdNjiBNdW34Ba81Ks2VrX3Z6hYQo4InygjWKMMwGwP8P/s3Xd4FNXXwPHvzPZsdtNDCqmQRgkl9F4FARUVQURFQcWGBVT0VVGx/+wVURFERWygYKH33gmQBEIa6b1ttu/O+8dCMFJEJaIyn+fJA9m9M3NnN7PlnnvOfVZxELfNBC67Z2cuB7aCVHz63gEuO6LG+7TjtfBu+vIlBnmyX0S3HregQOcfgWitByC7Jp90XztK6TiTXM5zDtoPSBhIS9+WmGwmduXuQEJie/ZW3G43Zrv5tPYu6fT6uKIgvyldVIICfOUF1mSyfxpBVKCL7nixuyGT/aMJogJNTI+L3Q2ZTPYP18o/CoBcwYUvUCsIiIgYJBeVKpHdhQfkoMB/TK2tnvW52wDYmr/nbw8KtOg9huotizF2Goqx81CiAafbhakoEJs5gG+NdSgdmbgqwjCJCuaGG3AJbgxqFXa7ifqsLLwA3HbsZXkojMFE3v8xCq3+tOC3VqVFqzo1ViX4BGHVeqFwOYjzaUmuqRSDMQhKjiNo9XyROQ+r08baAi3X+1151nMI8PLj8jFPU15xnOjs9ZRVFdDv+HEqlr7NEoOLeKOGYdWeShsa0c1wr4N0VaTxkzYUhxlUEk3KFMv+fgpRoH3rwIvdjf8M+a/5Py42oSWV5dUU5Z1K19doVUTEhBIS3vyLcMj+Xt27d6e2tpb4+Pi//dgqpciATqd/MPGK74+rvoyfSlpzWGrBUSmSWcG7CCg2AeAvnSgfZG26aKqzvozqVa/h03PiGYMCANaCVKzH9+AV1x9nrqfkj5RTRsA9H+BrquCqY1tQhSRQJkmkFx/GS6Xz1P//FbfbTVrxYXx0Pug13uzK2YFerUf61VoHkiSxI2fb7z4GyeEdiQmKIdzvwtVvlMmay/z58y92F2QymUwmk8lkf0H8tTM49O2LuMpUxKvKkIDq5N7cljDwYndNdoH5ao1cnTScnOrjDIrp9bcfX5/YA31i06C1UlTw6OhRzPlpJ9VBRwBI7uRmx4Fo9M4S6pQiyoYaUCmpdLloAUgSrBNa8tPsbLq3s/HoxK5nPJ7bZqH8p/cRVGqKOvXjxXA9AjCt3Ui6hCez/MgaXEFBDO1+Pb5rX6HEVH7G9TTyago4WHqEATE9WJ21meyq4wTp/bmtxISysAIA+7G9NMQGk6k/FRRwn1iEdVGokXytnafN8cwdcD3qgJZyBp/sP0MOClwCqsqarjrfsXsiIS3ldKf/otDQUCZOnHixu9GEICowdr2eLtkm0g9U0znSH1HQMUB5kDbuPHw5Nfte1AfgbqgCpRqcNiTAUX0cpe+Z68OZj6zFba7GIgjo+g/FVF6Ktv9QBEGk4fByVOVZKKoLaDNoKiE+oeg1+tMWuTtcdJBNmRsBMOp8qTvDGgcnqUQVKoUKs+P0jAGAaDkgIJPJZDKZTCaTyf4m3qX5tKquBhVY3EpKtKHc2/dOBDlz+T9pfPJVF7sLp+kcE8tbU8J4Ys0xqiw19IpJZkPtZqZlVmFWCOwz6FgVoGRTiJugoiBSnX7s0HfCWSWwJ6P0rPs1Z+2l4cSCvi0TuhHpF4FbchMfEENudQHzDywGwFDSjpcue4xKczURPqePG7yw8V2qLbXUHtuFkH2QfKOWTEGgR2E1ABLQoBDoX1FPvKTGqdaitFspVymokLzwdbrIR4WfJgSvmA7N9jjKZBeDHBS4BPgFGinO92QKhEcFywEB2UUxONabQTF6rHm7aTh4AIBgoQ5tq17Yju9HcloxdLgSVUA0AJacHbjNNWhPLCx0JrrobljydqON6oq6ewKqft1RnUijVAW1wlGehSooFoCsskwKqwvoG9+fAG9PupnFbsFbYwBAISrPGBDw1fnRp3VfdubuoKy+FKfbyYCEQZTWlZBdnkXrFvGE+4ajU+nkgIBMJpPJZDKZTCb726iDIkGpodah4LWGK3nutmFyQED2t9OqtLw6/AkkSeLuHx+n8GACa1xu2vk1ENClI+RsQNcyju43T6M7cFW1mW/XZNIlqcVZ96mLaoemZSKiSoN/VDLTQmOwOm346nxQKVS08A7CZDPRyj+Kujo3H3ydQ0xYFbdd1Q4AyeXAbbcRoPPD1FBD9/27EZHoXmdtchz/IbdQ4KWk59KPAQuGzsMQdN4sbcjhiLuBe9vfQEqViwFtk5r9cZTJ/m6CJEnSebST/YtJkkTusSLsVjtxbaNOmyktk/2d7JV51G395MRvAn5DHkRQajEd+gln1XF0rXqjiz49hdDtsCAIIpIkISjVCL8qA2QrycBybDPO6nxUgbH49PRkS0huF4KowOV2MWfD+wC0D0+mb3x/DhcdYsORdfh5+VNtrjpjX4MMwVzV8WrUSjWldaVsOrqByIAousV0b5bHRiaTyWQymUwmk8n+CHtVCdX716Ju1RW/qLiL3R3ZJe7h5c9zdFcQ7poWpCQbeHriIPYXpzH/lwPonME8NK4XAT66JttIkoTLVI2o98XmsqP71XoC9TYTy46s5scja3C6nTw54H7at0hEkiQkSUIURRauyODLlZ7yRfNnXoafXkHhxw/hqC7hx9gotkj1zMgx4eu2IElwMm4WfM10vJM8pZgqVn6CrfgYQSPvRh0oT/aTXRrkTIFLQNmuX0jN9Lyoehv1hEcFX+wuyS5hrvqyxv9rY7qj0Plgr8jBXuDJHmg49DMq/0hcpkrUoYkIgoizrpSazR8hICC57Cj9IvDtcxsAjtoSamY/Dw4Xtd3jybSZKNjwPj1b9Sa5pSe9TxREovyjKK0rxVvrWZ+g/EQ/fh0QCDuaT2hOMRm9O+ATHsuQNkNRK9UAtDC2YEyXsX/jIyWTyWQymUwmk8lkZ2dz2tn57bOEl5dgTd+M3z3vX+wuyS5xtYX+oLRjaHOAh69/GIDFB9aRdbglYGL5tlxi2jQQ5duScGMIABU/zab+wBpSW7RgkVFgWq/b6dayo2fbjXPRp+8gxltLpl7DG1s/xqDR88yg6fhqjQD0jlVTGlxCgU8LRJUNySbgqCoCSaJD/nHaA/O9IhlaZcMqQHKIRFCbPo0BAYDAyyZdlMdLJruY5KDAJcC591OUuhtwK3ToDbrz2EImu7DcDiv2knRUga1w1hQ13u6VNAQApSEYUWPEbatHGRhLzcYPQHKjb3c5upgeuBoqweVoXPrXWVNI5cpX0YS3Q2n3QdqbC0BByxDyjAEgwbZjW9iZvR2Hy4GAgBs3ANuyttIqqDXdY3pSUFVA3a8WOO6yfCdKpwu9Ws9Gbw2Hig7RI7bn3/pYyWQymUwmk8lkMtn5SCs/SpqrnnDAbDh9kVWZ7O9gzU/HZa7HHdGR4jRPXf92Ue3QazzjTz1i2nDQ/xgaexBBFYvJ+yGNBaHBvHvNqyhFBfYyz/d5fV01boMvnx9YzOcHFvNQ7ykk52bjU28j2uLkf3oNDTYTfYtKKJjzIOVmE2aliN5u5yqgvlrg6+0FTBl0L+oRU1i15VP613gWDh6uKCBRbQdAsBip27McQ/IAVL5nL2Ekk/3XyUGBS4Bf9+tI2ToXbY/J+PobLnZ3ZJcgU+pS7EWHURhDUPqeSsWzHNuEPmEQgkqLOiwJyWnHWVsMkmcAX1BqAFCHJKJvNwIAt7UeR9VxnFV52I7vxavPvShaRmEz1XA87FQWjEty4XK5AJBoWiWtJHs72uoCzE5b420GjQFF1x5Iu3dS52dg6Cc/0xBzCGbJQQGZTCaTyWQymUz2z5MY2Jpf2nRlidXMHf3vvtjdkV2CHFVFFH02EyQ3vgMmkOzTQGqtkYNHazDZG/BW6xmkD6Nz3HaUYQHUbdhLa6Beb0XEU8cn6Mr7MB3eTGBIKMNMxaw4tgGAPUUHGZwykopVn3DE6Kl+EWNxnBjot2AXYLu3nhY2geQGGwa3RNjRcubYXyVfcHA0wBuVBC3sTgydh2HauRGNVoeqrgQJMKXvwK/nlRf18ZPJLiZ5TQGZTNbsTKnLsObtRlDpkByWJvcpjCGog+OwHNvU5HZRH4D/oPvOuD9nbQkNR9agCWmDNrITAHmVeaQXHSa/+jhOl/O0QMBJ3i4HJlGJAIiCgAvQKDW4JYlei1YRkF+Kw+CNqt4EQNBnS1H4+l2gR0Imk8lkMplMJpPJZLL/BmddJfkf3IfksDVOx3u9dgQFGiVT4w8RrjHiY3dizTuE2a3CS/RUAPAZO4PAuG5n3OfXh5ZRUFfCpE5j8dX5YLI3sOLIJlavdGOuqed29XJaCPVs8tOxPNAbJAlvl5sAh4u+uVraqUpI9dKyKNSAt1vgvjIr+c5QPijpikJl5UX992gEJ5qWCYRPfOFvf8xk/03R0dE88MADPPDAA2dtIwgCS5YsYfTo0X9r385GXnH2ErbuYCF7ssovdjdklwB9uxH49J6Mwif0N/cIuOpKsGRvQ2EIanKPV/wA7KVHcVlqcZsbcFVWnNpKqUYdEIM6uDUApXWl/JS6lOyKLBwux5kDAifin/oTKwtJgoBOqUUURFQKFQ6XHWNppaepWuU5jn8goo+chis7t1tuuQVBELjzzjtPu++ee+5BEARuueWWi9K3X3v66acRBAFBEFAqlURHR/Pggw9iMpkudtdksotiwIABjdeERqMhPDycK664gsWLF5+x/bp16xgxYgQBAQF4eXnRpk0bpk+fTmFh4d/ed5nsQiopKWHq1KnExsai0WiIiIjgiiuuYM2aNY1toqOjG68XnU5HdHQ0Y8eOZe3ataftb9euXQwePBhfX1/8/PwYNmwYBw4cOOOx169f37jfs/2sX7+e+fPnn/E+rfbUYpT/lvdjmezvUGmuZm32Fkz2hovdFdl/nNIYQMSUNwm+ehoIIhKgjMwgLmorscez0WTup1ajwazQctAegVMSUfiFY/ALw5y1D0mScNSUITkdjfsMtneim34EvjofAD7Y9Tlf715F39oNjBB280bNSF6uvQKHQ40gSejcEialgjydGh9tNQBhZiXP51TxeI2Id0MdFbWAJOKy66iXvJAAfZteZz0vmezX8vPzmTRpEmFhYajVaqKiorj//vuprKy82F37S+SgwCVq3cFCHv50B3d9sIncsvqL3R3Zv4SzvpLiz6ZRtfbjP7SdICpQ+Udi7DIOQ5fr0UR0Rh3RGaWvp96goFAh6gMa2/sOmIrbXE3dzi+o2TiHirtupHzSGGz7dwNQt+drGtJWUH9gKQBqhQqFqDh1vBNpiMaKWkZ88AMjFm0kyOzAz+nABajdLpSikganDbfkxuV2YWxwUBvgQ0WXDqwZ3ZPVNw5lzzUDEQThgjx2sr+PJLmxV+RgKzyIvSIH6UQ5quYUERHBokWLsFhOZcJYrVYWLlxIZGRksx//fLVt25bi4mJyc3N5+eWX+fDDD5k+ffrF7pbsEuF2u8nJyeHgwYPk5OTgdjf/tfl7br/9doqLi8nKyuK7776jTZs2XH/99dxxxx1N2s2ZM4chQ4YQEhLCd999R1paGh988AG1tbW89tprF63/sv8el1tiT5GZFcfq2VNkxuVu3qTu3NxcUlJSWLt2La+88goHDx5k+fLlDBw4kHvuuadJ21mzZlFcXMyRI0dYsGABvr6+DBkyhOeff76xjclkYvjw4URGRrJjxw42b96MwWBg2LBhOByO047fq1cviouLG3/Gjh3L8OHDm9zWq5dn0MZoNDa5vbi4mLy8vCb7+7e8H8tkze3VLXP4YNfnfLDr84vdFdm/yNL0Vcxc8yr5tUXn0foUpU8Q3m16EX7ryziunkpohxiG9b6O41o1paKWTe4OPB3hz9c+oSxJHEvEbS9TvOBxShY9R+l3r5D/3l0UfT4TgL1Hynjtiz28vGA3aTmeAVeD2pvWVNNDc4yummza6goZrt/H0IYaXsgqZ6IqnOgGF8MrTGicKr5t6IojsA2C24W7upTDgQHQogjvyDwSjfUEinVIErgC45vlcZQ1H8ntwpJ3CNPhTVjyDiG5Xc1+zOzsbLp06UJmZiZffvklx44d44MPPmDNmjX07NmTqqqqZu9Dc5HXFLhEGXRqRAE0KgVateI8tpBdqhxVRZR9/YSnvr9Cib0wDVveAQydR6HyDflD+xIEAXWLeDShSXDiBb12y1ycNYU4yjJPNkLh7Y/bbva0cdpx11SB242ruBA6dkHh5YerthiF3lPWx0/vz/huE1iVtpLSuhJaBbemxlyD4cAxtGYbmEuwmc2YNAbcSgU+Ol+uTRlDXskxsn/8nLhN+znSow0+FTWsGjOQxA37iE3NoqJze7jqQj+isuZkK06j4dAvuK11jbeJWiP6dpejCW3TbMft3LkzWVlZLF68mAkTJgCwePFiIiMjiYmJadpHm42HH36YRYsWUVdXR5cuXXjjjTfo2rUrnJg1OXDgQFavXs2MGTNIS0ujY8eOzJs3j4SEhMb9zJ49m1dffZX8/HxiYmJ44oknuOmmm87ZT6VSSUiI57odN24ca9asYenSpcyZM6cZHhWZ7JS0tDSWL19OXd2pa9NoNDJ8+HDatGmea3PAgAG0a9cOgM8++wyVSsVdd93FrFmzGgO+Xl5ejddEy5Yt6dGjB4mJiUyaNImxY8cyZMgQCgoKuO+++7jvvvt44403GvcfHR1Nv379qKmpaZb+yy49a7NNvLa1nLKGU19wg/UKpvcKYlCsd7Mc8+6770YQBHbu3Iler2+8vW3btkyaNKlJW4PB0Hi9REZG0q9fP0JDQ5k5cyZjxowhISGBjIwMqqqqmDVrFhEREQA89dRTJCcnk5eXR+vWrZvsU61WN+4TQKfTYbPZmtx2kiAIZ7z91/7I+7FM9l9m1HheM4zq5nntkP13fHf4Z1Yc28Blrfvz9aFlALy7fT4vD/u/P7QfSZJwBYSSFBpLEgMA2KWMY9YH+6HCiSo2CFVEJpowI4KowO5yogSsdZ6KAI5KTyAiwKhFrRQRRQFfg2eNwdtSrmdPQCuO//AuKmDU2C6s2LCfjqWemc7RRw9w84nSRAgw9sYriIiOJPVnJz/VHOOoTsRhCsPqbkBlBskAAqB0mi/woylrTg0Z26lY+Qmu+lOz8xWGAAIvm4Q+sUezHfeee+5BrVazcuVKdDrP4tmRkZF06tSJVq1a8fjjjzN79uzTtsvMzGTy5Mns3LmT2NhY3nrrrWbr458lZwpcorq0DuLrh4fyzSNDCfH1utjdkf3DWPMOULttEVVrP6J6/VwcFXnYS45iL8qAEwsAKw0Bv7ufk2ype7Ec2EjlipepXvcOtds+xXR4uSeDIDjO0+hkhFeSsBan43Y5T9zuwPeJFzDeOQ3dZSMBMHQeg++Ae9G3vbzxGEadD9emXMfdA6cysGVHDG4Xx9tEU96zC2l9O1AX5ItPeQ2i04VKoUJRVELI0hV0+nkr3vVmUlbtBkEgQuVHQJlngMf/0BE2zH+OvMrcC/XQypqRrTiN+t1fNQkIALitddTv/gpbcVqzHn/SpEnMmzev8fdPPvmEW2+99bR2jzzyCN999x2ffvope/fupXXr1gwbNuy0GQaPP/44r732Grt370apVDYZnFmyZAn3338/06dP59ChQ0yZMoVbb72VdevW/aE+63Q67Hb7nzpfmex8paWl8fXXXzcJCADU1dXx9ddfk5bWfNfmp59+ilKpZOfOnbz11lu8/vrrfPzxubPdJk6ciJ+fX2MZoW+++Qa73c4jjzxyxva+vnKZOdlftzbbxIxVJU0CAgBlDS5mrCphbfaFL/VWVVXF8uXLueeee5oEBE46n7/t+++/H0mS+OGHHwBISEggICCAuXPnYrfbsVgszJ07l6SkJKKjoy/4OZzJ+b4fy2T/ZdN73cFzgx9mcsr1F7srsn8Yu9POz0fX8uPu/Xz0w0EW799AjbWOrw8ta8y4jws4/yBqnc3E9vy9vLjxPW5ZMo3Xt3zE02vf4FhlLvGhIfga1CA6Eb08FSpKaovJqy/ltVA9c8N82NKuI/6DbyZ0/JMARIUa+ejxoXz0f0MJC/QEtRSigm6xPRjw4Of0fGABx221pPvoWRDuD8GeALRacFLm1pOpU2H1U9CQvpU8HFSqFDyeW8mjZXm0qw8mxF+LIIAgwKff/cKrGz/B7pS/D/3TNWRsp/S7V5oEBABc9ZWUfvcKDRnbm+W4VVVVrFixgrvvvrsxIHBSSEgIEyZM4KuvvuK3y/W63W6uueYa1Go1O3bs4IMPPmDGjBnN0se/Qs4UuARZLXY0WhXRwYaL3RXZP4zbaafh0Boqf34T3M7TG0huUKgx9hxL8YIH0Ua2x3/wlLPuz1GZh/3IEepffBZat0CwOnD3TcBtqMZRkY29OB1jl3G4rbXYju8DlRYcVhr2fI0qJBFRa0QVGIu2U++mOxZEnFoDyjOU9rHt3UH1rEdICPEjZ+wgNvdsRZhvON1tSmwa2K+ECN9wat94DmfWUcQWobjLSkCS2HZlLyqoJfCKUfh88jmi3U7s0tXsTk4iKuDv+SIr+3MkyU3DoV/O2abh0C+oQxIRhOaJh99444089thjjaUMtmzZwqJFi1i/fv2pPjQ0MHv2bObPn8/ll3uCWh999BGrVq1i7ty5PPzww41tn3/+efr37w/Ao48+ysiRI7FarWi1Wl599VVuueUW7r77bgCmTZvG9u3befXVVxk4cOB59XfPnj0sXLiQQYMGXdDHQSb7NbfbzfLly8/ZZvny5SQmJiKKF/7ajIiI4I033kAQBBISEjh48CBvvPEGt99++1m3EUWR+Ph4cnM9AeHMzEyMRiOhob9dF0cmuzBcbonXtp57na/Xt1bQP1qPQrxwZQ2PHTuGJEkkJib+6X34+/sTHBzceL0YDAbWr1/P6NGjefbZZwGIi4tjxYoVKJV/7atnbW0t3t5NZz337duXX35p+v5/Pu/HMtl/ldthA5cTtVZPfGDsxe6O7B8mu7CWJfs3sr3+Z2z7ByI5NEz2sdJKVc4qfz1d6m2oAyPIFhQ8vuplbu9yA9F+EWfcV73NxJGKbJakL+doRQ6u/CT09kR2uffgEgWeWfcGPSNSeG3aKKYvfw6bZOHqOjfdj+1nY+6TtG7fg5zqfFJiuuMb1KrJvn01bgSF6ozHvf/tFeTmW1G39sdPyMNscxPQYSj73eF8Xr8Jtc7Jc5VlVCz/kGTAFhiBimpUopVb+RkkJeboPmhytjDCuZu5+6M4HHeUTqHtmuUxl/11kttFxcpPztmmYtUneMV3RRAvbCWUzMxMJEkiKSnpjPcnJSVRXV1NeXnTz3GrV68mIyODFStWEBbmKZv9wgsvNI4B/FPIQYFLTPqBbI4eyqVlTAgpvTzp+vUWO14a1QX9kiH793E1VFP2zVPYCg7D2QZNFSpw2ane9CUiTuyF6fj0noBCe3paqiV7Gw2HTwwEeWshqwzJT4/CcCq66iopom7xJ/jeMA1tZBdc5mpMe78FwFGSgaHzdWjCT39z/il1KcerjtM3rj+ldSUU1xbRPrwDHSI6Yk/dCy43uqJKBJcbSSlQWFNAry7jCOw+irbHDmN9fDrOE7WsJbO5cRHiXt9vYfXEYVTW1BDq8szUcyuVdFmynopPluL72LMow+V6tP9Ejsq80zIEfsttrcNRmYc6sHnKBwQFBTFy5Ejmz5+PJEmMHDmSwMDAJm2ysrJwOBz07n0q0KVSqejWrRvp6elN2iYnJzf+/+RgZFlZGZGRkaSnp59W87x3796/m5J48OBBvL29cblc2O12Ro4cybvvvvuXzlsmO5e8vLzTMgR+q66ujry8vGYp7dGjR48ma8P07NmT1157DZfr3PVHJUlq3O7X/5fJmsP+EstpGQK/VdrgZH+JhZSwC5fh+9tZbX9lPyevEYvFwuTJk+nduzdffvklLpeLV199lZEjR7Jr167TZtn9EQaDgb179za57Uz7O5/3Y5nsv8jVUEvBx9NxWxsIu/k5NKGtcLldWJ029Gq5OsClrjh1Bw99XoLDBarolii9anDUtqCNWITSLdHT7KaFzQGF2TRUHucXfQzfK7bzwKAzBwWeW/Y0Oa4GwgUNksWAoySKq/Qbqawxs8+goVKCNXuz6Wys481RT2J12qhd+BwA0Q0W9tWV8PbIWSh/M4hrLThC8RdPo9D7YB3+JK99k05QsMBd17Ul2CuY4/l2kBS46wLpJ6Xj5XRDfRmXj7+TvrZBfPT9YZ749AiPBWgRFbCiOI4woZ5w5Ylyjy4nhrocXILnPbC7t4T/4veoTOhOwBB5Mfp/Imt++mkZAr/lqqvEmp+OLqp5gjt/9DNTeno6ERERjQEBTnwP+aeRgwKXmNqq+sZ/axpsTH53A3nlJtpG+PLp/fJs0UtZ5fJ3PAEBTmQE/Iag1hEwchr5X72GTm1Fkjwpd7VbFuI/+I7T2jtqTi1OpL9nCpbU9bhT85AcLgSVAmVQa6xffIqrwUZtnQu/B55C6RuGs7oAa84OQMJZX8qxImiwmUiJ6tq4mHBZfRmcSD3MLDsKwNaszbglNx1GX4/b0oAiOpoRnbqwL38vBq2BAH0ggiAgbtmEZPHUDlTEJ+I6mtHYT6XTRYfUfFoPHYfZexuSw0HQXQ9R9/pzOAHbrq1yUOAfSrKdX1mF8233Z02aNIl7770XgPfee+8v7UulOjU75uRgy19dmDUhIYGlS5eiVCoJCwtDrVb/pf3JZL/HZDq/a+582/0dXC4XmZmZjet8xMfHU1tbS3FxsZwtIGsWFebzWyTvfNudr7i4OARBICMj4zxan1llZSXl5eWNQb2FCxeSm5vLtm3bGrN/Fi5ciJ+fHz/88APXX//nS5mIonjamgRncyHfj2WyfwunqRqXqRoAe2Uhm83FzN27CJfbzfTed9CtZceL3UXZReKoKubg0jk43KMABUkmGzVmN4P168lxBmI11qPqOoQWedmQe4gYq5PEikA25miY2MWKn1F72j5d5jrQKAhHRbRBQ5FPGsVuPSOrckmStHyijqfyWCzPZ+1n7uOXEe7nR+DoaWxd8R5LqaW0oQJLVTG2favQx3VBF90eAHv5cSSnHWdtOXv3Z1FU0UBRBTy6/DU+vPpZHprQhV1HCrm8b2eU2UFojh3Ap9sVAHhr9Gw9fByr28hL0jBcEdtQ5tUT5PCMgyEo8IpLQRUYTu3WJeiik+ll8Md0cD21u3+RgwL/UCdf1y5Uuz+idevWCIJAeno6V1999Wn3p6en4+fnR1BQ0AU/9t9BDgr8h1VX1uGwOaipqicz7TiJyTEkd40nJ7OILcVmVi3eT16550v44fwa7p6zifen9L3Y3ZZdLOpzz9yS7BbcDTXsLe5HrG4zfr4OtGoH1py9uO0WxN9s7912GHXWepTegTiq8hAjAlDGRaMMaYM9dwduUwVoVdBgQ9R7Zq5IThuizrMorOS0Y/byY3PGWlyCgLfGQJuwtgBc3m4kx6vyaN+yA75efuzJ241bciEKIgpfP3zuesjTByAqsGnZH023PhzfuoKaEH9amX4T7RVE2t06A1VEFN6de4AkUVVlZ391S+K8y6C8gdMr7sr+CQTN+S2idr7t/qzhw4djt9sRBIFhw4addn+rVq1Qq9Vs2bKFqKgoABwOB7t27eKBBx447+MkJSWxZcsWJk6c2Hjbli1bfnfBVrVafd4DKjLZhfDbUh9/td0ftWPHjia/b9++nbi4OBSKs6cWf/rpp1RXV3PttdcCMGbMGB599FH+97//NVlo+KSamhp5XQHZXxLodX6p7ufb7nz5+/szbNgw3nvvPe67777T1hU4n7/tt956C1EUGT16NABmsxlRFJtk15z8/a8Gtv+I33s/lsn+7dwOG+bM3diDwnlu9wIAZg58gKArp2IrzcVanMW+qsMYbVYGVZuxf/0/KsY+QWDLc39WlP03iVo939MOJAUgEexznGR7NRlaL6LMIr/4aRBL9/H88Gkc+OxRtDYFaY5wXALsyShjSLfTJ8ZNb3cNhzK30qlVb+qWfwgKcI+YzCvLkinMUhAV76ASCVHhRqPyvH8dwUZ992H0dTlpoY0gd/UP6LPWYjq0kegHPWvBGJIH4LaYUBoDGRDama3FG8h3HkapciMIAn07hdO3U7inE+Hjoe/4Jv1q06kWffoxNDHebEHicWk36hNZAbpWHQm5zlPX3bf7VSi8DCzftpCtoT7Ue/vwpKUGf538me6fRuHtd0Hb/REBAQEMHTqU999/nwcffLBJhmJJSQlffPEFN99882lZxUlJSeTn5zeZVLR9e/Ose/BXyEGB/6iGegubVuxBkiR0XlqcDidFeWW0SoygWNTw4doDp22zM7Oc2gYbPnrNRemz7OJS+fzO7EdBRBnQkstv17D3wx0E+Xtm29tLMjGnb8S7wzCc9WWYj6xDHZKEtmUyvr08kfaKH2chmW24quxI7kMAuGrKUV43FKHOhP7quwAwp6/BmrcLQaVDG9MN9n7DIKWW9Xo/ggynIq+hvmGE+nrSsLrGdCMprA2Vpgr25u0hteAAw1t0wftIJtr+QxH1pwaaJJeT6s8/ZPOY/rhUSgQhkNi3ssHpAFEBkkTNi4+zv9P97Pg5h5ufH0h1QRWBihr0Kjuuld/C7ZMv/IMv+8tUAVGIWuM5SwiJWiOqgKhm7YdCoWgsA3SmQUe9Xs9dd93Fww8/jL+/P5GRkfzvf//DbDYzefL5/209/PDDjB07lk6dOjFkyBCWLVvG4sWLWb169QU9H5nsr4qKisJoNJ6zhJDRaGwMkl1ox48fZ9q0aUyZMoW9e/fyzjvv8NprrzXebzabKSkpwel0UlBQwJIlS3jjjTe46667GtfnOLkuwb333ktdXR0333wz0dHRFBQUsGDBAry9vZvsUyb7ozqG6AjWK85ZQqiFXknHkD9feuds3nvvPXr37k23bt2YNWsWycnJOJ1OVq1axezZs5uUtquvr6ekpASHw0FOTg6ff/45H3/8MS+++GJjwHno0KE8/PDD3HPPPUydOhW3281LL72EUqk87zVvzkaSJEpKSk67PTg4+LQ1SX7v/Vgm+7erXD2f+r0rcfkEUhDk+fvPqsojpf0Aanc8hL00h9EAEpysErx59RxG33LuUpOy/yZRo6OtupR8IRqNoZKBNSY+j1KQq3Mi1lno6IAKQwIRAZG82CqGCnMVKpcSd6XEZ7+kNQYFFqf9QmFdCRM7jiG083BCOw+netM3jccxF1RSYDIiIKGr02E0wJDuUfh4a6izmXhx47u4JDdjk65m9oIC6kwtuc07gm4Jp0qsCAoVvr08M7K9gbenjiCtrDVF9WXcvexxurfsRKKiPz7eajrGBzc5z33Fhwgr28xQqQ5yVdR0TMYlVAISglqH5dgeyrb/woJjwYQEeHHj5Umsqs0iX68BycrW47sZlTDkb3teZOdHG5GEwhBwzhJCCmMA2ogz1/3/q95991169erFsGHDeO6554iJieHw4cM8/PDDhIeH8/zzz5+2zZAhQ4iPj2fixIm88sor1NXV8fjjjzdL//4KOSjwHyWKAqIo4HJJRMeHUVtVT2yCpxZcTAsjgufzwWlszgubliz7Z7DZbBQXFxMREXHWL0Zu86lUK4V/S1xVBU3uN/a6nq2bNBzdVEv/MDtqX38Uej8kmxmVTwR1s1/HTgm01GEvTsOatwuVXwRK/0gEfRDOz74Dsw3VmKtxuCy4lu4AnQrFmO7UbngPvwH3ovAO8BzfOwC31ZPiF6DSMKnP7Y2lg87EW+ON3WmnuNZTsijzmzm02rIfx7EjGO98kNo3XsBVXYluxNW4Dh1A1yUUk58BvdnhCQgAuD1/+67CfBZ89iPVJiVeRg23X15Ng9GEBGwujWF9m9k8t/pGAsLkhbr/SQRBRN/ucup3f3XWNvp2lzfbIsO/ZjQaz3n/Sy+9hNvt5qabbqK+vp4uXbqwYsUK/PzOf2bD6NGjeeutt3j11Ve5//77iYmJYd68eQwYMOACnIFMduGIosjw4cP5+uuvz9pm+PDhzbLIMMDNN9+MxWKhW7duKBQK7r///ibrcXz00Ud89NFHqNVqAgICSElJ4auvvjotPfjuu+8mPj6eV199lauvvhqLxUJ0dDSjRo1i2rRpzdJ32aVDIQpM7xXEjFWnD3ifNK1XYLOs/xUbG8vevXt5/vnnmT59OsXFxQQFBZGSksLs2bObtJ05cyYzZ85ErVYTEhJCjx49WLNmTZPB/sTERJYtW8YzzzxDz549EUWRTp06sXz58r9cfquuru6M+yguLiYkJOS023/v/Vgm+zcTVZ6JfFqdgRHx3UGS6BDiyQJQeHm+p4gAJ142JEChk7+//FcV1BajFBWEGILPeL/bbuNyZzaX+R6jMiwSr+JTo0FuoESrYVb3yVQs/4j+Dg3fAcltdezbKdCvU0tMhzdRkbWHH+vTMSlForOPkOJU4jdgAs76StB4g82EIXst8eETGGz+hUR7LksdnVmypRZDZDFXJgzB38uPioYq/NT+mMxFSIBy6D2E9Ik75/m1CY5nbfZWTPYGNuRsZ9NOgXr0vD9jMH61R6nasAhty3jSfDSUnxg2UHj7UWypIdVbQ78aC5LdAkDe4YNsSEsAoG+nMErrPQvEeosqwn75nKrSSvz7jbtQT43sAhBEBYGXTaL0u1fO2iZw6KQLvsjwSXFxcezevZunnnqKsWPHUlVVRUhICKNHj+app57C39//tG1EUWTJkiVMnjyZbt26ER0dzdtvv83w4cObpY9/liBdqBWmZP84pnozmYXVPPH1AQJ9tIBAl1aB3DGsDYNnLsPqOD2Fd/GMy4gMat7yGrK/34IFC8jOziYqKorRo0efcfDRZamnfs9StFEdcDZUU/Ht003utwd2Yfrd3gQESQy9KYExj3Sj4ocXUfq2QOXywv7zBqTqBhQ39wbBjag5MZtNVCI57LgWbAKHC90116IMCqd+ztsAKK7viWDU4dPnNlR+EbjM1YgaA5Lbia0wFVVADErDueuzWTaupmHJVxyO9sEkumm/YT9qmwP9uImokztT/fj9jW29Ro3B7naiGDMOH7WemndfxZl1BHddDe72vch2x7CnIJA9vxxj6kejaGfIo/aVZ6h2Gnh0RXdckshj346h97XNE4WW/TW24jQaDv3SJGNA1HpKUmlC5XRpmexiSUtLY/ny5U0yBoxGI8OHD//dsld/1oABA+jYsSNvvvlms+xfJrvQ1mabeG1reZOMgRZ6JdN6BTIoVv58LpPJTpHcLqzH06jauwJr3mF2J7YlTSMwvv1V6PMycKyYh0sChUDjv7qE7oSOeeRid112gWVW5vDEmlcQEbmxw9WMiB90WikTAHPWPuxleRi7XE7WJw9jqyoiV6sizmKnTiHik9Qb5cFNSID2rjfYuNvC2l153JtUhCF9GQAbfXX8HODNC1nliIAmLB5b0dHGYzgVSkLufZ+KTx6F+ioOSC35PMCP5EQfnhr4IFaHlQaHhQAvPw5lVVBaZWZASsQ5g94mewNLdy4iPOMAy0WJzvWVtKt38Zb1al54ZDS2H/+HJcdTCUMRFMmKTl1oqw2kZ3w/NhUd4EjqSgYfyUDjF4rCNxhbeGde2CDQwt+LmZO7839rXiKvpoDRVTZ6VNUi+oQQfa+8Fs0/UUPGdipWftIkY0BhDCBw6CT0iT0uat/+reSgwH/cLa+v4lBRfZPbwv10FFZbmtzmp1czrm9rbhuS+Df3UPZ3+OijjygsLIQTKdZ33333725Tu+sHqle83fi7yyWw9mAXrp6owWZ2oVIqMKdvRhffCYVOj1Rcg2tvDtaWZrTaGFQJrdBEtsF+/BhORxXur7aB04U4rheCtxFp7xF0HQcjxoUjKjXoWvVCcjqpfedl3DXV+Dz4OApfPxwuB2lFh2lhbEHIr0ocSZLEzpwdmK31tH7iRVQOR5P+C0YfAt/9FNHLm+rnHsN+YDdIEn5P/Q9NlzOv+n5n0vsUZFTSqnMIb+6+rfHD1DO93yZ1RyU2lye5atqCqxh0U/KffDZkzU2S3Dgq85BsJgSNN6qAqL8lQ0Amk52b2+0mLy8Pk8mEt7c3UVFRzZYhgBwUkP1LudwS+0ssVJhdBHop6Biia5YMAZlM9u/ntFs5/soEAFzAa1EBVKkUdFP6E3iklt7uEhSCRINbjW9CMsH9x6NpEf27+5X9uxwqzWDW+lNloe7rcSt9orqdcxuXpZ6fP32eNpWZCCf+fhb5xHND7VEEIFuv4/PqcQTZ8rnLsAYAJ7AwzJ8MhR9ja3R0UtcS0H0UBT99TL1bjUtSsE+vp7xzLLX5afRyaek45DY2lKdzWat+RPqGczCrgk9/SqN/p5Zc0TcWAGtBBraiYxg6DW3MgAGwl+VRvfkbDnnrKD66lV611sb7JECbMorw4bfSkLmb8mXv4rbUow6OouXtr5/xnBuO7KD02/95frnqGWLbtQPAXF3C4Q+nEuB045KgWB1N34dfPWNgRXbxSW4X1vx0XKZqFN5+aCOSmi1D4FIglw/6j+sUbjgtKPDbgICXWsHiR4dh0Kn+5t7J/i7XX38933//PVlZWXh5eVFTU4PRaDznYIzl6JYmvysUEiMuK8FlDkCt9UIQBXSteiJU1ECEHsnuhD5RiBnHkHZk4NiQgeaR9qi9orG/8wO4PJkp0vZsxIGJCB0iUbZLQBfdtfEYzuxMrGuXA2Dbvgmv4VeyJ283e/N2oxSVTOpzO+4jabgbzNQs/478CDVlUSF49e9G1GpPfwX/QKSqCqS6Wqyb16G/Ygz+z76OI+cYkrkBddsOZz1n9YlrIGtvCXtXZpMyrBUAgcmtsW2tbWz36WNr5aDAP5ggiKgDYy52N2Qy2W+IokhMjHxtymTnohAFUsK8LnY3ZDLZv4FSRbVCxM/lRgFE1ihwGgSuLMjwDPScLB3U8RoirrjuIndW1lzatUjkgZ638cGuz7A57agVaupsJoyas2eY5VS4+DCzJ0O1ekZ57SfNHs7unG5c53cMteAmtsHCbe1qKM0zgc0zCP+jvx4fu53A4kjm1UewKcqb8UEBfOU9hYHVS2ijLqSXo4EfiKVQq+IXtZbrIjsSF9mx8bjLNmVzJK+aonITV/SNRXI6KP7iGSSnHZe5HmPKMJx1lTRkbKMhYzvOmlKiNV44FJ65zG5BQZU6hEBbIfbU1TD8VvRxXfC6/yPMWfvRhsef9ZwV3n64EbFLIguX5/DciaCAVu9LIEok7CgEaOnIpSF9K95tel/Q50l2YQiiAl1Uu4vdjf8MOSjwHzf1um5kV21kS1bVafd5aZTEhRp57oZuckDgP85gMDBhwgSKi4s5cOAAb775Ju3bt+faa6896zZKo6dkj6ZVN2xZOwFwlOXjKMtH4ROAT+9xWD/5FruzCHErCEotttZO0IIrWocqJIyqrR/hdpgIenwm9S+/BDYrVNkw9rgZ6461uPZmIkWmIIgi5p+XYP55CcrEtggKJYJWh23/bnxa+ADgrdZR++ZjONZvB40GbDY65QawJTqSgH2HQKUGhx3Rxw9VUntcFWVou/dpPB9VTOvTzjE/vQKb1UHugTIi2gTyyJdX82DKh4i4CIs89YX8ntkjGHRTe1647luqi0xEtj13OSOZTCaTXXzr16+/2F2QyWQymazZKEUF2ptnsfX7l8Cko3WZjtByBU6NgFKSSGsRQtu2g0juefbvfLL/hl6RKSQGtaK0vpxXt8zB6rLz7KDpxPpHnbG9t5cKjVrBOkcHqkOS2Z0m4S82ICB41p5UqGjb0kDlod2sdrWlvzadNhY78RYHZtUmFqu7EWwu5s1NJpKS2+Bt6UPpwcXs9tXQLbwjbYLiKDdXcawyl9YB0bgs9ZQteZ1r3RLlIb1IaR/B6p3HSUkMQukThKOykIPFDkLeuw+V69QkVkGlId3fh30uG6ENIjutsXTuOQhV5vd4J/Y61U6hQh/ftck5Ol1O0soz0at15FYX0CeyKzsSp/LTtiISk08FTES1lqgH5lK1ZQl125fAiQCCTHYpkIMC/3GiKPLWXQPo8chinL9aQiAlNoDXJ/VCr5WDAf90ZWVlOByOxgXadDodO3fupF27dowcOfKc21ZXV3P8+HHatGmDSqUiPDycdevWAVBeXn7ObQNGTsPY7RpUgVGYM7dhyd6DOWMTbnMNrtoqtGEp1CrfxxWiBLeIMeVa7Ie+R3LYcMd6Q5g/WmUI5vTdVO+ch6JPJIqMBryvvgHz7rU0fPsZiko3ypBw1B1SqJv/AVjMKGNaY7h9ClX/dx8AqRMuI7ZtCl3rSnFWeBY/tiMhaNUEXXY1ozNrMVfWNk6Fkepr8X30k999XNO3FfBwr3kAGDU2uoWVcMQcxgt9t6EV7HjvDYOkyY3tk3pFsKDgAfIOlxMeH/C7+5fJZDKZTCaTyWSy5tQ2LImjA8Zj++F7umjyAPjB38DowXcxKq77xe6e7HeY7A3U2xpYs7mS/ZnlXNE7htUbUimxqHjk5q7ERZx7cHr7oWL8DBoSovzx1/lSa62n3t4AQGlDxVmDAiEBej58bAhOlxtvnYovVx4hwZGOMsOFAGwPvIqeZhdzTQOQEHGERtEpuhbX/i38FKQl0P8AQ6oaaKjx4UCRPwelStTREcQGhnODbzSbVs/moFTL0cps3hrxDDXbfsCSk4oKeHrsKF5fV8NXq47iHWDGO17kxo4P8v63hTzjawcBapQiXlojETc9y6Orn8Nt92JX7UjcboEwdRQpd/x+acin1r5OZlUOoluiR1ooB93rMcW3xtFpC+kqNxZHT3QqLQCixovAQRPw6z4Kt9OGyufMCzbLZP81clDgEhEX5kN6gaf8iSjAnLv7X+wuyc7D5s2bWb16NRqNBpvNRn5+fuN9u3btwuFwMHr06CbtKyoqGDp0KHq9nnnz5lFXV8fOnTu5/fbbARg1ahSpqakkJZ17oVxBVKBu4Smfo0/sC5KEae+yE/dKlC99HqFVONQWoo1uj//IO/AZNJ7C2TfjbqjFVpSDzrcVokuLs7oYMcONu9aJrfwotbm/QGslgqhEGRGNedm3YDED4Cwvw3bYs1CQJIrYlQKFNQV03ZGNdLgASa9j3Zj+NAQYGd/tCox2wO1C1ToRZ0kRyvAIql94AmVEFIabPOdcmlvDgTU59B6ThN7H88Zv3b6J4a1yWJUdyc3t0+gYUk5eTRGv7uzO1a3TWfWyiSuEgwy4of2px0QQiG4nf0CQyWQymUwmk8lk/wxJQXGsNTZAjef3G6P7ECQHBP7xbE4705c/S2WtBdv+QQDEla3hVt0h9tiieegdE/OfvAw/g2dWe6mpnEUHl5LcIomBsb3YuK+AVz7fgyBIzJrakY5R0cT4RfBAz8mY7Ga6t+x0zuP7G7WN/598ZTsK5i7ADpS5DKgbynAfzSVI14dKm0jPwVfQOTGYtRGJ7Dmx6HCM1UFPKYT1RQbAgKUkhGy9GnPBXJILszFoVWTEeUrw1O78EYAKpUiWrZKQmhwCRG+q3Q24XDZyJROu2Exm+gUSY1WRo7PRtWVHHvYP474et3KkIpukzh05VlyOIug4L278ievbX0WMXwQAOwv246XS0q6FZ41Mk9nOsTQNLi8/2tZZWWP2lDBKycjCHRGMwhzBqwv288D4zhi81I2Pg0Lvg1ydXnYpkYMCl4gP7uzHq98fYNnu4yRH+V/s7sjOU1ZWFgA2m+2M9+/fv5+srCwMBgOjR49m9erVcGIR3kGDBtHQ4JklUFhYyLFjx2jdujW+vr7069fvd4/tdtqpXPYqkstO4BUPowlLQNT7Idmt6Fp3x5zuKcvgN3gK1RvmsX/mBJSDZuFtt4EgIGbV48rbgTrYB2uYhFDnBMCx7wD4CuCW8L58HMqIKFQJbUFUgNuFunM3Gr6YC4DQIoSwuE7EtIjD+d4SkEBosBBT48C3Rz/89P6gB+OUB3FkZ1L7zssgSeB2Y9sGustGoWwRyltXfYSzqJCDGwYwfcFoXJUVhK7/gKviYU1OJJUWHQAVFh2FVRpWScM5crCEhlmbOH64nPStBdw9ewQRiYEX5HmVyWQymUwmk8lksgshMagV2rGzcHwxC0VDPV6tOp7HVrKLzWJtIDhNib22LTZAg4Nwhafsc2d1Lm3VBdzzgoRCrefaQXHUKjegPrCebDbQe2JbcgpLAZAEF+/v+oQPo2YB0Cuyy3kd35y1j+rN32LsPBRD+wHo4rpgLc2lIiiFFOtepKo6nm6XyRGTEdt3T7C3dVdqYsJROkV83HbCbA4M5iNE6sPId/kiWQ1ozJXY6ioQAbPewE0dPaWrNJFJWHJS2dwigH77DjDMsYOuBj27etyAZNASIsQh+PwEokSOSqBLyw5MSPZMfuwd2ZXekV15e/s8NlfsRFEp4pLc6FQ6Hug5md0F+/lh5dtUqFU8ccVTRPiEsXDlEczHo+mrbWCI9jiHBDt2SUmyKh9JNYa9xRXsLC5lxfY89h0pIz7Sj4kj2zTTMy2T/XPJQYFLhF6r4qnru3DPiHb46tXnsYXsYsrIyGDdunWUlpb+btv6+nrq6+tZtGhR422pqakcOHCgSbvjx4/TuvXpdfXPxnY8lYbDawCwtBmALq4nuJxIDgtuuxldq6446yupXjcX3E581SU8MvJTHpikJCzEjso7HDRFCFERaPYcQtKAtsdQbOtXoTnxymOtXIuiXSv0nfrT4tuVSAol+TuPIaxfh1p0ofTxQ7N4MbVaAy1umET9vPfB6SR++RYC+o1Dcrtx19Wi8PXDtncHuFwAiH4B7HW0I+vpPVw/ozt3RKxAG2njkDII24GWVM36P8oa9ChEJyovDV8eTmB9XkvKGrzwMqq5anovFs3ayGW3d+LjB1cBsPLjfUx+deh5P34ymUwmk8lkMplM9neIDorBfe8cJJsFhd7nYndHdg6Sy0H5sveoOLKfW131SPp0lgqdGeW1j3KXkUqXFwEKM1qcGF11VDe4mL90Py+23ILG7Mmu3zPnOXqbc/DxbsmCwAAapGrckhtREM+7HzXbvsdWkEG1qRpD+wGstCazsFIDlfDG5RFo87bgLM0i1nRifcpjyzHkRFNffhlhflkYvQ+h9PajVn8QjaAg2NyVCfZMxMoKbMDnvgoKDixhbLtRhN/wFG6nnQcVKnLnPYEEOAUVaXX7KK08TmibCKKsXah0H6RB34DdaSfEOxiz3YJCVGB2WDhWkQOAUlTSQqljWEkldftWY6w6zuTiWhoUIhpESr55iUGZ+3DrEtH5+OFrt/CIYSmSIHDIEUliVAAqhRKTxUFFjZnUYxWkHqvg6gGtMcpjZbJLjBwUuMQE/ipFTPbP43a7+eWXX9i7dy+uEwPc5yIIApIkAVBVdWoxab1ej8lkatK2vr7+D/VF07ItulZdkZx2tNGdqN26CLfVsw9BqSHg8vsofP9mcDux2tVs2RWMUiViMDhAoSbg0f+h9G2BNf8Q5T7PoWnZBuc6T+aD4ASxVSwW7XHM381CedscNCGtEYAlczLYu7YXBi8Xt90aQ6qfA4AW+w8jOj3ZBtis1H/2EYJWi237JrQDLsO6fuWpvg8fzeyJhbic+5Bsdq5SieCETmEVmH/+HsFuIUgLz6dfyfhn+jJ3+iqKTZ60TIVKQdeRcfQb1xaA4sxq0rfmM2CCvMK9TCaTyWQymUwm+2cSlWpQyoOa/2S2omOULn0bZ2UhJ0dmBAHiVCUoBIlgRR2v1F7ODd7bKHL6EWW0M52fKHMZMZkcaE6M+atsNYiCRLyqGBR+ONxOKhqqCPY+/8x2Y8pwXA01GDsPw+Vy8+2aTACStOUYg9ui9B1EzYqPAbCjQo2DEoMKhVRARGx/YsZNA6DHjvkcLMlgWIdw1mzZyBhBIMvfD6PWyLqcrVRbavi//lMRlWqcpmqk4gwAorv3obR6JwBLj/3Ek3YbVBWzzs+LFYoM1mRv4dP93+Cl0mHUeFPS4FkT0eayMzOkLzUbvqQibQeOjv1RAnpRjbh7BaajuxCBy3SHcAx9hs9+VJBj8qPSrQdErndLPDHJU14rp6iW9Jxq4qP85ICA7JJ0/mFEmUzW7EpLS9m1a9c5AwJKpRJBEOjbty8zZsxAEITT7v91QECpVOLt7Y0kSThPDqr/hrOuHGte08wCUa2jxfiXCLnpdRRePqj8wz13qLRYjmyi/NtnkFwudK3aE9ClK/2fmM5L74kYvOwovHxQ+rbwNA+MpOV9C9H5tMNmy0UCBKMP6jHDkQxKBI0ehdep2Sx9x7VBDGxBm8va0aJ1B0S3hNZkxr3RU64IhQK89Gj7DMSRddTT/6KCxvvUnbriPWwkbftFIioFju6r4MmVKRy1RuA4sBvbrq1sK27JgtQ21NSL5Kc3XXC5vtLCgTU5jb/f9d7lDJ3ciScvW8h3r2w99xMok8lkMplMJpPJZDLZGdRs/x5nZSHgqXp78t8vTT1YbklmvqMLVRHVzA/oydDpT3F7Xx9PsEBZx5y6IXxcP4AGv3D83VVIEqgFFxNVJYQbQigxlZ/1uJa8wzjrKpvc5p3Uk4gpb+HTdQSiKBAW5E2IooYpXssxLXuVw7X5ZOpUuABNdCKasY/wU1A96thDJKV4MhYcTjeTOkxgzlUvsTRjNQcNWp5qFYS7/3Xo1V4AhBpaNB5TofdBn9gD0SeI0tBwEgJiAWiwm6k1efrnq9QR5dsSAbC7HNRY62hdU0f3WjNBOj9u7jgGr6h2SEo19oBQnqs7zGchRiSHlbrtS3EHtsItQZ1bS2aVi8PWSCrdhsbhz437Cxr7ExPmw+v3dGV03ULy59x/2mMkk/3XyZkCMtk/iCieX5yuV69elJeXk5qaiiiKaLVaFAoFdXV1pw38O51OTCYT+/fvp1WrVrRvf2rhXJelDkGhoujjO3Gba/Affh/GLled8Zje7YegjWxP9bpPaDi0GkGlQROegMLbM6AfFlSN1RJCXQ6IOiPW46lYC9OpWfMhXgl9cNZVIlgkBEBy2Khb/DEKixP1ZYNQGoMaj5MyvDWzP2tD7WuzYJaWa8dcj+2rxSgRMUy5D1V8EsrQcESDEZxObIf2IZ1YO8Gp9GLxGi+iQ/PI3FWE2ylRXWoixMuCl04EBAptAczd46kXGNVez+p5nmCI3k+LIEBMcgva9Y9qcu7rvzhIXYWZdZ8f5NqHe53nsymTyWQyWfOKjo7mgQce4IEHHoATGYRLlixh9OjRF7trskvQgAED6NixI2+++ebF7sp/0q+v79zcXGJiYti3bx8dO8r142Wyf4typwWtBCen9ZW59Kwwd8QhqPjF0hF16320ilERG6BhadZP1ApV6Pz1tAjpQ9kOLQ2iG6+qQhA8GQYCErG1dXxhhDm7v+C9Uc81HsvpcmOzu3AeXk3lio8RvYxETf0QQak6rV+CIPDq/f2oLszH8tVyJJeTULWBAyoVCosDKe8wPtdMQ5eqw+w043a7yass4bk5B6mstTLjlmTq7KcqExwrPERMfjY2Lw0j4wf96jgiLa59mOm/zCI/bQlDYvtQWW+m3FzB9s49uSmkM1e1TOQagx8uqxntsQOofIIIWvs1hU4/qsqT2Zinoi65nkXlYxBMZvy89+Fvs2Lz9kHbUI9UmUsdGt42tqJjbQ0Wi+fYPkYBQVJyzYC4JuduL83BVnwMAGt+Ot5t+1zop10m+8eSMwVksn+QjIyMc94vCAJOp5OdO3eSkZHB1q1bcblcNDQ0UFdXd8ZtkpOT8fX1RaPRkJmZ2ZhFUL9nGfmvXU3pV08g2U9E+ivzG7dzNVTjrGs628CSvRtVUDTBN76Go+I4tuMHQWFEG9UFUeuHNXevZz8VuZQseBDTvl8AsBWkodiQi2CVcPoJKOKTUGfaURW4EdalASA57NS+8zK177yMZc9Gz212K84v5qN0ukChQDfkcqqfmk7ZDSOp/eAN6ua8gW3zOkQvPQBKWz3X+G/A8cmruE/UWxTM9dzfbS8tpTwWp8fy9C8ngiICjLyrC5NfG4p/mDcN1VZMVVb6Xd8Wb9+mZbYmvjiIHlfFM+mVIQAc3VXE3W1n8+6Un873qZVdwgRBQBAEtm/f3uR2m81GQEAAgiCwfv36897f008/3bhPpVJJdHQ0Dz744Gklw2SyS90tt9zSeK2o1Wpat27NrFmzzpo191dER0c3HkuhUBAWFsbkyZOprq6+4MeSyS6kk9fJSy+91OT277///rRs1N+zePFinn322Qvcw9OVlJQwdepUYmNj0Wg0REREcMUVV7BmzZrGNr++JnU6HdHR0YwdO5a1a9eetr9du3YxePBgfH198fPzY9iwYaetzXXS+vXrG/d7tp8/8p4uk8kuLe68o4gnXloFAYIVDVzutZ+X/L7i+cBvuMp1jNzaAtZmb2H5sfXsKz/KWn89a8qNSA4tKVIJv35ptmp9qe5+GVoJxtS5qE9dB4Dd4WLqq+uYMPMXCvJLPMe2mXG7PJ+BJEmioLYYp+vUZ6Jak40Vh804rpiF34DxiBu/JcUu4N2uH4Gj7mF5xm4qd3bHdqwdn+xbxP+tfYHS+kocTjdr0g41Oc/exeXsM+ioUSmottYCcLA0gxc3vsv24wfITQ3CntOWFakHyN/cHuu+AbTwT6autp7j705hx6sPUr78I8L2rCMsdRuil5FPTANIrdKRnlvNDytLkCQlbrOB3ke8GVltQqiv5+v6FBSSCz/BRqSXnmt6tyUlMRiQqK2TcAZlcFn3phMAtRFJGLuNwtBxCF7xXQGoWP4R+XPux1pwpFn+DmT/DpIkMWTIEIYNG3bafe+//z6+vr4UFBSccdt/CzkoIJP9g3Tp0gW1+uy17CRJwtfXl/bt2+Pl5UWPHj3o3r07vXv3JjEx8Yzb9O/fn6lTp2K320lNTeX999/H4XBgK/aU3rGXZILomS1wMgjgqCmh4L2bKXjvJmwlntqC9Xt/ovKn16lZ9zHu+kokhxUApXcQ3slXUPbdLM++AJfTDYAmNA6fXuPxSboaqboW0QaKOglXRhqczIowWZBcLmz7dmFZ+SOWlT/i2L/Pc77CqVkU2KxU3H0TkskzA8G+fxeo1CAq0F01FsPDz+BGpN6m5HCJL6HeDST2CsdiE6m2anBLUFRv4OSnKI1OSXC0L1fd3532v8oMCNCXU/HT69gKTwVokgdE88T34+h8WSsANnx5iONpFSz/cC9zHljBwQ15f/i5ljUftySRXm5lW34D6eVW3Cdzcy+iiIgI5s2b1+S2JUuW4O3t/af217ZtW4qLi8nNzeXll1/mww8/ZPr06ReotzJZ83C5JXYfK2f5vnx2HyvH5W7+a3P48OEUFxeTmZnJ9OnTefrpp3nllVfO2NZut/+lY82aNYvi4mKOHz/OF198wcaNG7nvvvv+0j5llx7J5cJ2cB+WDauxHdyHdB5rTP1VWq2Wl19++S8Hsfz9/TEYDBesX2eSm5tLSkoKa9eu5ZVXXuHgwYMsX76cgQMHcs899zRpe/KaPHLkCAsWLMDX15chQ4bw/PPPN7YxmUwMHz6cyMhIduzYwebNmzEYDAwbNgyHw3Ha8Xv16kVxcXHjz9ixYxtfZ07+9OolZ5XKZLIzU3e9mgqXvsnAvlH0TGbzdlvoU2uhX3hnInzCiPZtyV3dbqJPZFeu7JaE0Qh9vDzfUU9+vakO9KNf34m8HtiDqJyjlC17l11bdtFgdVBUbsLllii3nCgQ4nLirCoC4LMDi5m2fBavb/0IAIvDystfbuTbtZn8b0kuolrnOY7LScCw29jjreartCVISLjtOtwWPS7JxW2j23DT5UnUejcNCuSITswKEZcgkFNWBsDXB5exr/gw89avx14Whqs8AntGN0CBDjfCyq+o2rEMAB97KQ0uz7iI0tuX8DvfpmVMBAAdVbmMVa6jlb6WlDb+lDqNAFS6jGy3x7HV0QaTW8sktZnIAB+mT0hBqRQACZ1W5Os1R/n8l3RcLs+YhSAqCBx6K0Ej70JUaZCcDur2LMdRUUDmtm/5+tAybM6/9hlRduG43W4Olx1lc94uDpcdxe12N9uxBEFg3rx57Nixgzlz5jTenpOTwyOPPMI777xDy5Ytm+34fwc5KCCT/YPo9XomT57c+LtS2bTClyiK3HzzzVx55ZU88sgj1NbWsmfPHrZs2YJOp+OOO+5AoVCgUqkatz9ZWuhkaSKz2Uxubi5+Ayfh03sCLcY+i0+PMSgDIjB0GoGt6Aj1e5d5sgdcDqrXzsWctYvKn1/3dEKhwllXirHfTWhjUtC3HwqAKiASTnxAUQhu1GGJSIKAy2rCpbGh7NQJtwoEF2Cz4T3pXgRff9zlpZROGIUiIAhlbByCwYgyPAr0Xgi/eX13l5citghFbBGKZuzVSINa47x+LJP6r2DSlbuZtqIfT6zrw9aCcHJrfbg6wkhgbCBPb+jFqxnDaTVmIE//NB6VRoHN7GTjosMAFB3zfAlWa5Uo0hdg2vcTlcvfPuvzNOLOFDoNjSUmOZhlb+3kpeu+vQDPvuxC2FVoZtryYl7cVM7sXVW8uKmcacuL2VVobtbjut1u/ve//9G6dWs0Gg2RkZFNBh0mTpzIokWLsJzMXwU++eQTJk6ceNq+Dh48yKBBg9DpdAQEBHDHHXeclgWgVCoJCQmhZcuWjBs3jgkTJrB06dJmPUeZ7K9Ye7CQK55fzp0fbOKJL3Zx5webuOL55aw9WNisx9VoNISEhBAVFcVdd93FkCFDGq+VW265hdGjR/P8888TFhZGQkICnOc1eCYGg4GQkBDCw8MZOHAgEydOZO/evefcpqamhilTptCiRQu0Wi3t2rXjxx9/bLx/8+bN9O3bF51OR0REBPfddx8NJ0rmyf57rFs3UD75Oqr/7z5qX32G6v+7j/LJ12HduqFZjztkyBBCQkJ48cUXz9qmsrKS8ePHEx4ejpeXF+3bt+fLL79s0mbAgAGNpaz+7//+j+7du5+2nw4dOjBr1qzG3z/++GOSkpLQarUkJiby/vvvn7Ovd999N4IgsHPnTq699lri4+Np27Yt06ZNOy0j7+Q1GRkZSb9+/fjwww958sknmTlzJkeOeGZ/ZmRkUFVVxaxZs0hISKBt27Y89dRTlJaWkpd3+qQPtVpNSEhI449Op2t8nTn5c7YJPgUFBYwfPx5/f3/0ej1dunRhx44djff/8MMPdO7cGa1WS2xsLM8880yzZDbJZLKLJ3HANbRITG5ym1qQSLWFk+0IojxqKPf2uZ3Xhj/J890mE/zTfGJ3rGbe0Q95+cFuRLbrDIBd45lYFB3UGgBR7cl0F4B1WzLwM2h5dGJXJgxPpOtlQ9GExeEV1xWVfxh1+1bhLDqGxuUmPv0AdXuWM2f3F2TbUlHgYqh/PuoW0ehap+DT7QoUWj0hhiBEhRvRqx7J5I/jcG/u0LanXc12qo07GRzbA7EoGXtWMpJTyXY/PVeHDMeR04b35pby/rf76R/TE21da8SKVoQG6lBq7OD2jFt0UOfRwVmGl7mUY17J7G05nhX04kefG/glqh03fD+DtPwaAK7T76CTOo8Bwl46B7rYYY/j6Zpr2NJqPKMHJXDZkBS8RStSwSEcNWVkF9TieSkVsOXF8/kvGXy1+ig7Dpec8TkSlCr8BkxAEZnEB9Zcvj38M6uyNjXfH4XsvO0o2Mc9Pz7OM+ve4O3tn/DMuje458fH2VGwr9mOGRERwVtvvcVDDz1ETk4OkiQxefJkLrvsMiIjI+nWrRsajYbQ0FAeffTRJu/b0dHRp5VU7NixI08//XTj74Ig8PHHH3P11Vfj5eVFXFzcad/rly5dSlxcHFqtloEDB/Lpp58iCAI1NTV/+fzkoIBM9g/TokUL+vXrR3JyMlFRnhnsCoUCTgw8fvjhh7zxxhtUVVWxbdu2xhcdq9VKWFgYM2bMYMaMGdx+++3cc8896PWe0jrjxo3D29ubli1bEhERgULvh9/ASWijOuDb72Za3jUfXXQnSj6bRt3WReiS+oEgYs3ehenAChBPBigkatbNpWbl+1hz9lC7dREAwWOf9SwifGLWg6MyH/OhNZj2LqN2y+dgNiM6AI0KzVVXIAwYhcN0YoC0wYR55Y+4G+qQ6utwHE7Fd+YLCCF+AIhRsSgiohB9/TBOvpfgj7/GWnkIW3Um9txfqC03c2vHFrx7fWd6xOjw8xJpH+ZNspeS6PbBiF5edL6hN+GdYijNreW2Ny7Dt4WeQxvzOJ5WzmWTO6L31WK3OtmxTQsI6GK7ND4nx/YU89LYb5n/2BqqiusJjw/g2ZUTGD4lBQBLvV3OFvgH2FVo5p0dlVRZms6qrLK4eGdHZbMGBh577DFeeuklnnzySdLS0li4cCEtWpxaVCslJYXo6Gi+++47AI4fP87GjRu56aabmuynoaGBYcOG4efnx65du/jmm29YvXo199577zmPr9Pp/vIsZ5msuaw9WMgjn+6grNbS5PayWguPfLqj2QMDv/bba2XNmjUcOXKEVatW8eOPP/7pa/C3CgsLWbZs2RkHRU9yu91cfvnlbNmyhc8//5y0tDReeumlxvf8rKwshg8fzrXXXktqaipfffUVmzdv/sN9kf07WLduoObFJ3BXNi3d6K4sp+bFJ5o1MKBQKHjhhRd45513zpoGb7VaSUlJ4aeffuLQoUPccccd3HTTTezcufOM7SdMmMDOnTvJyspqvO3w4cOkpqZyww03APDFF18wc+ZMnn/+edLT03nhhRd48skn+fTTT8+4z6qqKpYvX97k8+2v+fr6/u653n///UiSxA8//ABAQkICAQEBzJ07F7vdjsViYe7cuSQlJREdHf27+ztfJpOJ/v37U1hYyNKlSzlw4ACPPPJI4wzHTZs2cfPNN3P//feTlpbGnDlzmD9/fpMJBjKZ7L8hdOA4vBK649tvHAgiEgIrrB15q/5yXjgQyvjPZvD5gSXUbPseobKINg02EurM2Jx2QkffR/T0BcRPfZ/QCU8TNvx2APz6jKEyZhir6UWHfn0B6Nk+jOuHJqAPDCH81pcIGfsodXtXUPHzBwxI3cu92miSy8upWP4RvnYnqrAcbm67ia5VP1H82Uwsx/ZQs+VbnLXlJAXF0S90MO66QAAEScDvwGbYvYLstHX8uH8PDQVhuCrD8Le247aU8UhSOM7ySEBg/d5CjlRkUZsVRUGhi+BADVeO8kKhr0frbUOXHIrJ6Is2uj1D7n2U/iMGs3x7PqtylGw9XEWI3cEMr8Xc4b2Go44WNLjV7LVHU3okjaciNnNX+EFuuCwBr6hcrK3boI1si6DWUbfzJ1pH+NI2NgCFKFDX4ECtEvEzaIgO9WQYSJLEt4d/4pu1s6k94gnU+vW+hpDxMwnX+fFobiUJu9YjSc03I132+3YU7OO1LR9SaWk6EF5pqeG1LR82a2Bg4sSJDB48mEmTJvHuu+9y6NAh3njjDUaMGEHXrl05cOAAs2fPZu7cuTz33HPnscemnnnmGcaOHUtqaiojRoxgwoQJVFVVwYmshDFjxjB69GgOHDjAlClTePzxxy/YuckLDctk/0CDBnkW47Hb7eTn5xMSEsJHH31ETU0NVqsVq9VKcXExAQEBVFZWEhQUxFVXeRYIPjk7KTw8vMk+4+Pjeeihh859YFGBwjsAZ3UhXrFdwOnAkr0Lr4Te+HS/lro9y7Ac3YLbdWrGpKPyOAC2/FQEQQTJjaA14N1+CPV7liIo1eB2QWwwFObj8LVhLVvNsukJxBw30CXMAmo11m0bkaorkQBJDRW/vIIzqgH9yBEEjX7stK56dRjJks/q0YW24oqpsVzmcCEKAnf0kCgq202O7Ure31bEEYsTS72d3T9ncmyPZzZASKwvNaWemZY7f8xkzCO96Doqjv8b+BkHSwMZM2IytSuexZq3j5Cb32TejDUcWJMDwP5VOby5+zYAhtzagdn3/ILd6uSLp9Zz3aO9SRne+s8/8bI/zS1JfJF67kj5F6k1pITpEP9gjeTfU19fz1tvvcW7777bOPO/VatW9OnTdJGqSZMm8cknn3DjjTcyf/58RowYQVBQUJM2CxcuxGq1smDBgsYBj3fffZcrrriCl19+uUmg4aQ9e/awcOHCxtcNmeyfxOWWePX71HO2ee2HVPq3DUMhXthr89ckSWLNmjWsWLGCqVOnNt6u1+v5+OOPG987P/rooz98DZ40Y8YMnnjiCVwuF1arle7du/P666+ftf3q1avZuXMn6enpxMfHAxAbG9t4/4svvsiECRMaZ17HxcXx9ttv079/f2bPno1Wqz3rvmX/LpLLRd2Hb52zTd1Hb6Pp3gfhRNDoQrv66qvp2LEjTz31FHPnzj3t/vDw8CafI6dOncqKFSv4+uuv6dat22nt27ZtS4cOHVi4cCFPPvkknAgCdO/endatPZ+VnnrqKV577TWuueYaAGJiYhoHxM+USXfs2DEkSTpryczz4e/vT3BwMLm5uXAim2D9+vWMHj26cT2EuLg4VqxYcVrG7l+xcOFCysvL2bVrF/7+/gCNjwMnBgQeffTRxvOOjY3l2Wef5ZFHHuGpp566YP2QyWQXnzoogpAxjwDgndgDJIlRR518sOQQbjfYLUp2Fuzjmvgrqd+3Cgm4rseNtPL3TBgUtJ7PJ7ro9o37FEQFXW+4g66/c2yl0TOor9D70j7lSkqzDqPyC2FCz4nod3VBn7kPOA6/GgCXJHC5XRTajiH6+eA2e3PDgED803U0SCpK1Uq8NXUkxBjJLCmiUnmELce9WVuwF+gLCMTGqFi7NwfB3w+qQihT7+dofgaatgKvDHucSN9wYELjMUMD1YxuqyCofDdhnfqRe6CIQPEggWrPOMQaSxtUOEmJduKbmQ3Aym3zWG4pZmlRGTe6BeLtFur2ryZg+O28dE8fVq7ajWPvD0R368NXmQbu/t9aHroxhZCWDlbt+4GH8iqpZDWKax/CO7EnGqWaKYGdqD2SBXlpVG9Y5Mmc8GreMnmy07ndbubv/fqcbebv/YauYR0aK2RcaB9++CFt27Zl48aNfPfdd3z44YdERETw7rvvIggCiYmJFBUVMWPGDGbOnPmH+nHLLbcwfvx4AF544QXefvttdu7cyfDhw5kzZw4JCQmN5U8TEhI4dOjQBZs0IGcKyGT/YGq1mlatWqHX65kwYQL9+/ena9eu9OzZk4SEBKZMmcLNN9/MHXfccUEGBwRRQdhtHxB+13wMnUbiP/QuUKip/PlN6vf9SEPqCtx2K8a+Nzduo/DyzMqq37+88cOD0ieIgGH3Ev1/KzGkXIXktGOq2oGjZwCucAWqoGgCIox8fqgNmxo6Y7xrGlJ1pacPgGgHV2kpAKLWG3PWLvJeHknpl48inSigmHrYyLJlfnz9YRV7lmfx/sZ8yqViqmt28+zGJN5Zn89xlcj4p/qR0COcK6Z2Q2f0DPqUZHsGj5MHRTPklg4ArPvsIEWZVeSnVbD2kz3gcmArSKNm73Liu4UhKjyDVcfTyrmt1TtUFNSh0amY8s5wYju24NCG4zwzahGVRfV/+XmQ/XFHKmynZQj8VpXFxZEK2wU/dnp6OjabjcGDB5+z3Y033si2bdvIzs5m/vz5TJo06Yz76tChQ5MZkL1798btdjeWOuBEeRNvb290Oh3dunWjZ8+evPvuuxf4zGSyv25fdsVpGQK/VVpjYV92RbMc/8cff8Tb2xutVsvll1/OuHHjmqTstm/fvkmpj/O5Br29vRt/7rzzzsZ2Dz/8MPv37yc1NbVxwdORI0fiOktN+P3799OyZcvGgMBvHThwgPnz5zc53rBhw3C73eTk5FyAR0f2T2FPSz0tQ+C33BVl2NPOHWD7q15++WU+/fRT0tPTT7vP5XLx7LPP0r59e/z9/fH29mbFihUcP378rPubMGECCxcuhBOBuS+//JIJEzyDPg0NDWRlZTF58uQmf+PPPfdck+yCX5Mu0BpBkiQ1LqJssViYPHkyvXv3Zvv27WzZsoV27doxcuTIJiX//qr9+/fTqVOnxoDAbx04cIBZs2Y1eSxuv/12iouLMZubtwSiTCa7eNRBkaiDoxjZpxVTx3bkhlGRDEhuzW0p4/GK60LLKW8RcccbtG137u8Z58u7bR8i7nqHlre/jldUWwwdB2MvzaFyxSd88X0h7x4MYl/CXaDzDHxLgCAKlDVUcqw6h7bhOxkVsYKuybFE3f8RiffPxawQKbOUIrXajLHjTkSthVZ+kRi9Fajj9jG0vx9Ktw77sU64G4zoOq2nRutZG0GpUKJRqnl+wzvc+O397Cv2rE2gEAWGs4l2zoMY9/zEd0cS2WOL5rgzAIBB2jR6aDMJ7H81XvFd0bfpjS6iDfacNtQWBvBtaSzHlKEEXjYZQRCw2p049/1AkjMN3Y75HD5WzhjtFhTr3yfI7qSN2g/3ifeFsu/fpGq9573LJ2U4+ja9EdQ6arZ8R+WaBRfkeZD9MekVx07LEPitSks16RXHmq0PwcHBTJkyhaSkJEaPHk16ejo9e/Zs/DzBie8MJpPpDy8+nJx8qqSYXq/HaDRSdmItjiNHjtC1a9Nw35kmY/xZcqaATPYvERQUxMCBA0+7/dezCi8EUeOFqPECwFFVAHYzEuCoLQdBRBUYiWnX4hPD9xLmzO1UrpuLV0JvLEc2e7YrzcbttCMq1egT+2JOWw+iAmd1IUgS/iMeoN/r02gzUU9dn4cRQ73YmBeOTuWka1gpIKDOdKOMikL6aQ+1ftuR1FYsWbuQHFaK8sz89N5utN4q9D5aFJKF5WlWrO2iUBT4U2XxLIxkqMikl4+RwVtuZfsPR+g4OIZtS04NrPYd24ajOwspzqrmwGrPDANBFIgZ1J8d3x4mOTaHii9n883rnvIPWm8VVpODkuwadv2cyeV3pHDFvV0JbeXHrCsWERBmwMuouaDPh+z81FjPbyHG8233R+h0uvNqFxAQwKhRo5g8eTJWq5XLL7+c+vo/F0RKSEhg6dKlKJVKwsLCzrlAuUx2MVXUWy9ouz9q4MCBzJ49G7VaTVhY2Gkzf89UguT37N+/v/H/RqOx8f+BgYGNM3/j4uJ488036dmzJ+vWrWPIkCGn7ef3XjtMJhNTpkw542LFkZGRf7jfsn8ud1XlBW33Z/Xr149hw4bx2GOPccsttzS575VXXuGtt97izTffpH379uj1eh544IFzlq4bP348M2bMYO/evVgsFvLz8xk3bhyc+PvmRHbOb8tsKc6SDREXF4cgCGRkZPzpc6ysrKS8vJyYmBg4MYM/NzeXbdu2Nc7qW7hwIX5+fvzwww9cf/31f/pYv3Y+1/szzzzTmDXxa3JWkEx2abisexQQBXRqvE0deOEXMVX5hzX+35LjCTabD60nIXQyGcU2EmwHkSz1pOrVbPD1wrnhLR7sdRtBah9uOZaJErDs/BGufBBREBkc24d9RYfIrytCkmBoqz5UlhyjU3EJttj2XNcrkQ/mbGWI9hB7zNHY3Cok0UFHRzRjKgqwrP6cA7ajAGzP30en0HYszViFQuUiCWgIjKQhS8tCWz9ah+i5oX4+PgoLrZQVvPFpJv93+/24VSaCC3OQKj1rFJS6ffg0qAWD2/ahZutiqnRRbKsKpJW3iDmgLTMTajGkHQMTVHwygysAEKhX6jA4LRTtW4n/gBtQGvxocfU0ij6fiTXvMOrA8DM+prLmVW2pvaDt/iylUvmHsghFUTxtQoPD4Tit3ck1QU8SBKFZF1D+NTkoIJNdgsq+eQpLzh6Crn4Cr7geZ22na9UNQaVFclhxm6oIufkN7OW5VP38xqlGLjv1W748MY/AQ2EMRlB4Xtg04YmE3v0Zb175DpdTgp+XG8uPS1AebSCEBn587lPSBo/gx4NtAQjy2kbHN2dy4OV5RGWlASCUe6EIdqHyj0ZU61j8yqlyPre/3JN37tmIIEj0H+LmtVWJgBVRcNM3LIf8JZUcLWjNh/evQKX2fMn0C/Fm8C3JdBgUzZ2Js3G7Ja59uCdevloG3ZTMgifWkXeoJclJGvyMp2aWW02nXsD3LM/i8jtSMFVbKDxSyVUPdmfTV2msnrefK6ZeuMit7Pz4as+vnML5tvsj4uLi0Ol0rFmzhttuu+2cbSdNmsSIESOYMWPGGQc9kpKSmD9/Pg0NDY2DlVu2bEEUxcZFUDmRRfTrsgMy2T9VoOH8BrPOt90fpdfr/9C1cj7X4Pnu7+Q1frbZxsnJyRQUFHD06NEzZgt07tyZtLQ0+Vq/BIj+ARe03V/x0ksv0bFjxybvOZy4Dq666ipuvPFGOJHKf/ToUdq0aXPWfbVs2ZL+/fvzxRdfYLFYGDp0KMHBwXBiDa2wsDCys7Mbswd+j7+/P8OGDeO9997jvvvuOy2oV1NT87vrCrz11luIosjo0aMBMJvNiKLYZKbfyd8v5Bfy5ORkPv74Y6qqqs6YLdC5c2eOHDkiX+8ymewvsxVnU7BoFqqAcCImPN34vfxM9Ek9qSk/Dm4XDyWX4nXXOCo/eRAnoBEUFOnUYK7gybWv4LAoKMablpgIiz4VuJjSdQIZx/cz9/sfyMjrQI07mOTS9+lqtnDUspenrBXcqzTj7VVEnKqY3cGJ9PDpj33ZRyjVRbhritDFBGJRiHQKbYvFYeXT9ZtxVccwrE93dlVtR52chyBIdAy6g2UbOnG9fhuFTn/qako5dLSYRSUfUmWuR68fSkODQIeudq7tdw3VG76kbvcvCBovEvr/Hyvq+nFjOxs137/SOHpx6tVfwtthwSYIuJ12rIWZaMPjSC1Jp6JzX+KddhrSt+Ldrj9Kg1+zPoeypvx0Phe03YWQlJTEd9991yT7cMuWLRgMBlq29ATzgoKCKC4ubtymrq7uD2f7JiQk8PPPPze5bdeuXRfkHJDLB8lklx6XzYz5yGYku4XabV+ds60gCITc9BoKYzCO8hyqVn+Ad/Jl+PQajyHlil83bLKdsfu11G5ZSN5LI6jduojPHl/Dup/reGldFySLDZUxDBQidkmko6GM6LzlqEQXsX41hI6/Bmerjry0OJwfM2OotGigwYwxfgSBUzx104Rf1Z0uyLIAEhq1i4guyTz10/UIArglgXkHO/DIl62pKKg70U+44Zn+fJI7lVteHIxviDdevhoEAaLaB/N/316HzqDG6fB8CUxND2LDjjPPzti+5AhWs4OPHlzJRw+u5PvXd1CRX8cvc/b+6edG9uclBGrw1517wN9fpyAh8MJncmi1WmbMmMEjjzzCggULyMrKYvv27WesyTx8+HDKy8uZNWvWGfc1YcIEtFotEydO5NChQ6xbt46pU6dy0003nbOWuUz2T9UpNpBgn3PPkG3hq6NTbODf1qdz+SvXYH19PSUlJRQXF7Nz504efvhhgoKC6NWr1xnb9+/fn379+nHttdeyatUqcnJy+OWXX1i+fDmcWKNg69at3Hvvvezfv5/MzEx++OEHeaHh/yB1m2TEgKBzthEDg1G3ST5nmwuhffv2TJgwgbfffrvJ7XFxcaxatYqtW7eSnp7OlClTKD1R6vFcJkyYwKJFi/jmm29OG/x/5plnePHFF3n77bc5evQoBw8eZN68eedci+O9997D5XLRrVs3vvvuOzIzM0lPT+ftt9+mZ8+eTdqevCbz8/PZuHEjd9xxB8899xzPP/984+D70KFDqa6u5p577iE9PZ3Dhw9z6623olQqz5ih+2eNHz+ekJAQRo8ezZYtW8jOzua7775j27ZtAMycOZMFCxbwzDPPcPjwYdLT01m0aBFPPPHEBeuDTCa7NOzbtRjBXI8zPwN77bkzzPx6X4uxywgA6nf8AMcPEDTqHgydL2NrQlJjO6fbhaMojterRjOzfiyGVp3Inz2V4+/djaOmDNdXr3BXfSp9NEdIzzIREOYJLJe6DdSmJZEledbzE4Pd3JJyDZEFu2mjLsItCazz9iE4IJLbUq6nR0RndCot7tyOuCpakp+tR6PQIGosBPvqmTA8iWvbW1EKEjq1lcd9lxKXMRe1Uk3POhPTorcw94EUnh03lo6hbXH5egLRDXpvbrw8iVtGtSW9yIZ0IhQgnJjaKEmeH0EADRLedhumwxupMFfxwsZ3WbFzEfbCTGzFWVjzDjXbcyc7s6TA1gTozh30D9D5kRT49wXW7777bvLz85k6dSoZGRn88MMPPPXUU0ybNq0x83DQoEF89tlnbNq0iYMHDzJx4sSzZkOezZQpU8jIyGDGjBkcPXqUr7/+mvnz58OJ8bq/Sg4KyGSXGAEJTswW0EZ1/N32mrBE9G09X4q0Ee3Bacd34GS0jbMDBFCqEXQ+CBo9INBwcA0N6RuQnDZMh9fSsHcJABaXEmnw1RDbhsxKHyRBSZewMjoqUnmy71b+r/dO9BlbULhM3HlLOvGDatH2lnCGqXDm5zUGH4be2hGNlwqdQc2S13eh0ip5+9BUQjp1xml348nQErA5RNwuiai2QXS/Kh6HzcXCpzZwPK0ct1sia08JpiorkgRHtheSui6Xxwd/TuERz4cnldLVJAOiyeMowtxpKwmO9kSjJbenXV2FmR1Lj5xxG1nzEQWBCcnn/qAwIdn3gi8yfNKTTz7J9OnTmTlzJklJSYwbN66xDuCvCYJAYGDgWcv9eHl5sWLFCqqqqujatStjxoxh8ODB8noBsn8thSjw0OhzD2ROvyq5WRcZ/iP+yjU4c+ZMQkNDCQsLY9SoUej1elauXElAwNlnd3/33Xd07dqV8ePH06ZNGx555JHGNQiSk5PZsGEDR48epW/fvnTq1ImZM2cSFhZ21v3J/p0EhQLjHfefs43x9vuabZHh35o1a9Zps+SfeOIJOnfuzLBhwxgwYEDjAPfvGTNmDJWVlZjN5tPa33bbbXz88cfMmzeP9u3b079/f+bPn99Y2udMYmNj2bt3LwMHDmT69Om0a9eOoUOHsmbNGmbPnt2k7clrsnXr1tx0003U1tayZs0aZsyY0dgmMTGRZcuWkZqaSs+ePenbty9FRUUsX76c0NDQP/ConZtarWblypUEBwczYsQI2rdvz0svvdQ4ODBs2DB+/PFHVq5cSdeuXenRowdvvPEGUVFRF6wPMpns0lAS0YpdRi2rg/1Q+J474CyICnx7XY1C74uo80YMCEcIa0XQ5VNwnPhs5qXSohSURISpcSNgM1jYfeAXHFVFOGtK2bjza7A5AQg0OHhgXCdW+mj5yKclS8qGY67wY2F9N+oEJfHVZfgX5eKvMFOvEHgtyp/VwWquzMmna9GpQPOgdi24Wr+bIq8VVFqq6RnYiXdGeSZV+Z8YxQz18hQ+cdWW83Tve2nfYGOuqpZFuz8CoKLGwg82BS9EB/C8n0SluZoXPt3OS8treKHmStZZ23jKJHtGSJrMc5SA+rStKMoKMGi8ydOq2GXQYFWpqEtdi9tx4depk52dKIrc0nnsOdvc0vm6Zltk+EzCw8P5+eef2blzJx06dODOO+9k8uTJTYL5jz32GP3792fUqFGMHDmS0aNH06pVqz90nJiYGL799lsWL15McnIys2fP5vHHHwdAo/nrEx4F6UKt2CSTyf417GXZOCoL8ErsgyCIWPNSMaWuwNB1NJqQuDNu47ZbqN/3M9Wr3kcb2wV1UDT2ynyseang8JRGMHQfQ/2ObwHwHzGN6qPbWWBtQXzNMcQtpUSEm+n28pe8NGwuWzfU0KlFKXd3PYBbqUDh9AyCSGot3k88QOVPp2aJCfVuNGlOdGMnUt9tNDaLkwe7fIzbderlK6FnGHe/N4KHes7DaXeRcnlrRtyVwqGNx1n61g4UagW2E+V/bnx2AEXHqlj7aSp6Hw2CKPDwl9dwZHsBC5/e2LhPH3+orTr3Y6nxUhLbKYSa0gaKs6pBgpBYXz7OmvpXniLZn7Sr0MwXqTVNFh321ymYkOxL13Cvi9o3mexStvZgIa9+n9pk0eEWvjqmX5XMoPZyfVaZDMC6dQN1H77VZNFhMTAY4+33oe3V/6L2TSaTyWT/Di63ix0F+4nyDSfcGILL7eLrQz+iEEXGtB2JKJw+cCq5nFidNl7+aRauumr69bmR3UUHkSSJ/SWHAYj2jcBktVBhraBDcCJ3Sv5szdvF51o7xgNdCRPqieoxkBt7B5D74QOIbnirfjh1qBin30acWIFCkPAffDN1e1Zw2F7NvDDPpK6bi2poY7YT8dDnHK3NJzh9D7Wbv+XF6ADqlQqGVDYwcexLVGxejO3wOrKEKJKvGI/WUsqne2H1MSftEn/hmMFzbh+MeJU7XliDzS7hm3SE+NZqHus3lRv/9zmaSgVjvXbgVGpoI+bw23C7W4LGuSqCgKDRs6ddJxw5B+le6VnsNvjah/FOPHsZZlnz2FGwj/l7v26y6HCAzo9bOl9H95adzrntf8nzzz/PBx98QH5+/l/el7ymgEx2CVIHx6IOPrVAceUvb+KoyMNRXQSShKu+ghbjX0QVEAGAs64cZ00x9XuWAmDN2Ys1ezcAyoAInJX5KPzC8OlxHS5TJbaiI5j2r+Jg1Cj21CnZb0jkuaHfE9FhIvYD+7B7+QM1WF1KJC9QmD0DuFaHiOa6W9C17o6mZTschcehohqxRCKnxsj6j01snzQHSZKI7RRC9v4S3E5PYODItiKWvr0Th82zr90/H6O6xET3K+Nx2t047Z4ZbzqDmiG3JnNbjGfWp8vl5r39d5K1r4T07U1XiT9TQCAgwpteo5P48b3dSG4Jm9lJ+pYCvm14lJtCXsdSbyemQws2fHmI3b8cY8LT/QmJlWsO/l26hnuREqbjSIWNGqsLX62nZFBzZQjIZLLzM6h9OP3bhrEvu4KKeiuBBi2dYgP/MRkCMtk/gbZXfzTd+2BPS8VdVYnoH4C6TfLfliEgk8lksn8/haigV2RK4+/7ig+xJN1TmlCSYGXWRnpHdGFSyrjGNhlVOShtFq7POIZaguXbvmWf2kGglz+9ai1EWJ2Ete+BYPBl5/6fiSrIJys+jG+93EgI1CRkkhJ8JfHhgZRV1KKQQBAk1DjoHbybRKsn2P0TidyTMhxBoSJx10/0rTYhCRDWoGCdrQ1FKxdz0LyZy7ShDFaqmVzswizUEW11ULz4Ncw11WiBWHcepqUv4T3ucdZlFyBJAody+qJpu50+MZ1Zn7MDm8OJVnAxLrIPrdsEs7cwFVfEDsYoTCTZGxrPXfrVugImBA50mErOoXxKqm3c7L2JYKmeAYIRZco1VK38BBBw+YXw4a4vCDEEc2Xi0L/tub3UdW/Zia5hHUivOEa1pRY/nQ9Jga3/1gyBi+H999+na9euBAQEsGXLFl555ZULVk5UDgrIZDJ0cT1wVOajCY2n7sRMf0vOHpT+Lanf9zNVK94BlwN1eFugAIUxCMnlRHI5UPqG4azMx1VdROFHd6BP6o+rughXVSGdf97LFVfehqtlGPEj/kfq1eP5cFs8If4u7rm3Na1dGVg1BvJ3qYkxVvP5oSS2T8xmTNoBBvYfi2bZU+CEDKEtr24ORaluwOX0DO5PfHEw3/1vC/tX5zRW+FkzP7XJeWXtLeH2Ny9j+Zy9VBWbQAC/UD17lmeh1CpwOtxYTQ4mx7wDQLt+kfj5WqmrV+Fyeb6Ahyf4I4oC+emekkJBLX3J3l+K5JYQlQIdBsXQdVQcWi8Vb+6+jY2LDmOut/HqhCVIEihVCu6fewWyv48oCCQFNc+ipTKZ7M9TiAJdWp87jV0mu9QJCgWa9pfObDeZTCaTNa9ovwgCdH6IgkBebSH1NhMbcrczKWUc5Q2VbFj7IfbcQxwKCmKSQgVOB7EB0WxuyKaVPogryzMAWL9uHpruoxh8NAOd1QLHc3gkMIyPIlowpvsIKvICcPzwDFZFFe7WndimVVCSrcLb1IYyaS+FLj/6qo+T9/YUjDc8ztcZE2hz7Ctae5t4u64/Ba4ADAfsSK0E8ry9CL56GsKP7+G2eLL9c6rcHK6PZoTXgcZSP0d2fc/1Q2/g8+VHkKwG3KlDcRihXixkdMhGBlirEHZB+mE1C8L8GCL40NZ+qkxRgyggdB1ORvo6WlidfB1sYHBLBbvWGwADe7z6MCa2DkOXkaj9gnGqDGTVKHnj61QKyUMZvJlu4R0IMQRfnCf3EiSKIm2D4y92N/5WmZmZPPfcc1RVVREZGcn06dN57LHHLsi+5fJBMpkMoHHV9Or183DVleOymrBm70Jy2hvbGPtNRBueiK3oCLUbPIubICoRFEokh7XpDm0SmoMODDfeiSqpHQ0/fMuSz4+zJN2z+MuLQzZi7OBk3s9t2J0eQsfgUsrMXhSZDHgZ1fTwP8YN7TKwu0T29fo/Fry0D1uDA58AJYkdvbh21jU80nt+4+H6Xd+GTV+lIYhCk7JCeh8N76fdxTMjvyR7/7kXxBtwpT9XdfyeyhoN/5vdBbtDQcrlrXhy6TjKcmtZ91kqK+fup7KwvnEbpVqB0+6i1zWJmKotpK7La7LPm54bwLjH+/7JZ0Umk8lkMplMJpPJZLK/7nhNId8c/oko35b8krkOm8PKzKNFKIE9vt6MHPccgrmOqXvnU2czIUgSD9Wp8Kou49tAL66rMKNxuRBODCOKOgPh985h2epUyvNzGFL+FYIANQqR74V4Rtny8RPNCMBScydG6/cC8GV4IDsyBiM5NIxIEAjXmPg4VUeCqpgrww7Ros8ojNmHMB/ZAYCk1LDA5//Zu+/wKKr1gePfme2b3fTeE0IgoffeFKUIAhYUUUQEG4qigvrz2lDs/aroRQU7qCigKEjvvUMoKaT3XrbvzO+PhYVIESWI9zKf5+EhmT0zc2Yms7tz3nPecy8FmVk8GvArguykQqvi8wh/ru44ClNdKu99uxuAnrojjPbZhhu8qYEsgsB2fyNdtDEYSw7jlqFC1JLjq+bqEU9gjEhiT/FBtuTuYmPuThy5LXGXRoOswqBXgywz8yqBw5s3cLTezDZHMyyyjoAe6/h41Ctoj8/ZqFD8t1FGCigUCjhl5vKA/ncgS25yXhoM8slJ5tSB0fj3GoOo0mDN2nlyRa2B0Bufw15wiPrdS3BVFaIJb46uyIjLvZ36b+aAwzMRT49IHZkVfkSY6gkMdeD0V2N1ez5A95cF45Y9H9t2i5P19ZEkJ2nI82nNkqe2oTdpUakkaipcbF1ZyxU37ebqO9vz26d7QIaoFsEMnNCe0pxqWnaPYteyLNK3F6HSqKgqrifvUPlZjz080Z/irGoKD+Wh6SIRHmJl9ANxfPlmPjt/zWT5J3sYcncnAiLMjQICAC6HJ13RzqWZ2C3O07a9Z+Uxrry9HcHRvhd2gRQKhUKhUCgUCoVCofiLYv2jeKTXXfyQ9it19noAjvhoaWlx0r3HzRiDPemDbds8z++yIFDUvhftIlvT9uh69MUrAPAfMI7qtV8hWevI/OAh2tWXIgiQLZgIkhwsdqXQQ5NDsKoBWfZM4jvMuBtJhhrJAHUimsR9dNb0ZFDpF+ByMDi4E62ko0TV1VG65mtiRz9FcUEJGRUya+rb8szoMKrXrMAv8iqOmU38O38dbllCI6ppX7KYtwLX4JBUpLvCABABi6TGqvMn0FlOv6oG1EF1uIBaXRg+wSa6FGZS+8ObmCb/h27RHZi76zsQZEIiDlJeFopLNmC1udDhRNw0j1bItPKBltpCdjtjiTsiYju8DU3LbggqpXlV8d9H+atV/ONkbSli3X/2E5ESyKBpnS91dS5LgqjC3HEYtvyDnnkGHFY0IfFULnsffXQqanPw8ZIiupB4Sr54GHPnkYSNeYn6fcvxaX0lZa/c74nMSy7vdgMNdqZ09UTwJQuo3L7EB1ZzkABvQADA7ZLpfUt7ur50BZUf7YRFG3HYnEhugSB/K2aTk5Y94+k2vhX71+RQlFmFy+Fi+Sd7ANi7IhtR7Qly2BrsbP/5qHeuAQBRBdLJXxFVnhx05qR2hN40EiQ32U8Xe19//55fqCqu55r7OrN18RH2rc7BaXMhqgUkl0xYgj8pvaLZ+N0hnHY3KrWA+/hcB/tX53Bnwr/5IO0eopoHXZTrpVAoFAqFQqFQKBT/dLIsUTDncZyVRYTf8hSGyMsrDcg/RffojmzJ24VOpeULsjCIGsbbq9CtmEtAl6FoVVocbidX+yXSeuUPSOIihk16E2tgc2SnA0Hn432g1jaUepPyZxLIe9W90Qgu2jSPRC7/FUHwzGWgFjzPxwEqK6PqZfqPmECP8DbkvvsNkstBQ8BRdjh1+DY0cCwsgu7RLaju/RCffb2L8CAj2cu/J6jsAHWFBwgBblWbCaIBvfEAlsz9CIBOdBOsq8EtCagEGZsa0DtR6wJxW2sJ7DcGyVJLZFg8hZ//C4CKWgfPPv8Lrz50JTe1Gc6xTd/TLzcbOWABh5yRzLFcQfMkH0RdS+T8IyBLJOmrSdEUAVC+8E0szTsTPrpp0rkoFH+n/+3ZGBT/dRY9vYlV7+7BZXOTt7sMl9N9Hmspmpqzupi6nT/hLMnk+Gc31iMbqN/1E+WLX0EX0xpDy774tB6A5LAA4G6oRHbaEUQVotaAuks77K3VaEYOQjD6sLMolLt/uYp1Va2Q1eBoq8GtrqeqxnD8rUhGFE+OTNCbNGz4Lo28NE8Pf8+EwgKVNQYe+Pp2glq1BeDN7XcyO2Myam3jSfhOTEDssLpBFOk0pNnJ1373Z1WYXskNj/WksqiO/7t5PxmFkZgDDY3KbF54BJ09m5G9N+GyO7376DYimZJj1az58gBPLb6Jj47cx81P9220rtslsXvFsQu+LgqFQqFQKBQKhULx38jeUM/RF2/CUZSJbLdQ+sNbl7pKl62fj64kuzqfrKpcAKySE/O6H6nf+hOli/7NA11uIzUwkU7+iSC5kV0O3LZ6ZJcLUe+DLiQGVBrQGTE0P9mR8wpDLU/7/8gL/t/RofxXBLUW8IwUkADX8eiBbNBhrdHx/ZoMJIcnDXFAWTBrsofyqf+N3HDziwD0aBfG7P8byDsP92dBTjDVbiPy8QmTU1x1hLokfPdtJOTaB8jX+LHTFke43IBKkJFkCJRcBNXVINkt7Bwyhq/2/kBJWTai0Q9B7clY4C82MFBaT3puJa3TD9G/wNM5UJAlUtX59B6YT6bvYj4MNxI//Ssixs1Ea/RpdD6txxrPbahQ/LdQRgoo/jGKDlVQllHTaJnT4kLtpzrrOoqLRJI8H/JuJ0FDHsSau5eGPb96Xy7+bCpInoZxv/53oOo4HJ/UfhTNuR9XZQGO0ixCb3iW+t7FOAVfdBVu5v9kwS0J7KuIoFfkQdAIIEu0a1XDpkORgMDY1IP8lNuK6jqBZf/Z7d2fqBLwDTZSXdIAgoDVbuT2mLepLKhDpRZ56LMR9BvTmg3fHcJa56C6tB6X3RNgiEgKIDzBn0Vvbml0iL8fLVBRUMux43MO/N8VX3LluLbc8lw/vn5mLQDH9pSwb/YH7NvagFYThN2hpsf1LWl/ZQJbFx8FGZ675ht0PlosNXYS24chCwLHdnu+VMSlKpNrKhQKhUKhUCgUisvTvln/RxAnO4HlE07cJa3R5ct+fN7AMFMI49pfz4bfPkAjea6NLS8NzRfPcz3wSUIuM6+fjqDR4qotp2LZbACi7niFuAdn46qrRNToyEvfAYBgrcb3lK7H9Q4QtWaMrjqK3b6sF2IY4J/Pj2aBQ1+nITv0RAWHESGUUCzFAhDrk8g3y9L5dd0BbgpYRkRYAF1ufZE2ffrw9o5whvnsQltVRWtNPiqNFlfLq1hwWMem8t7cbV5FtWSg3G0mXl3q7QXt1Pmzcd8vTMmtALI4sHcL4Tc8h2vFe7jK81Eh8e3CDUxRL/HWXWUKwLf7tRTXHMTf6eaWvfs5tPcOVIBOlilK6UzY0T2IbhcqU8DfdekUiialBAUU/xh1ZdbTlrkc0hnLKi4ue/5BcHu+KNTt/hlHSVbjAtIpufMlCbVfKJXL3kPtF4arsgBtaCL11Q7uTv2E+jqZafe5uOe+ILZl+TPikT5o99twlm8DWaZVuxJuVkUg7S+mb1whpqQ45m+LoLKw3rsLUSXw7p5JHFibi3+YD4XplVTke3L7u5wScx9fSbsB8Wj1au/IAoA+o1PZvTyLN25deNoxth+YyK5lnuPSGtSMfrIPu1cco7q4AYCVn+9j7Ix+PPrNKF4f8yMAr7waikHrwO5QozNq2L74KLuWZsDx0RRul4ylxpN/MWtvCciQ0DaU/re2oU0/5SuvQqFQKBQKhUKhuDxpJU+PcEmGJQ1tcScMo9elrtRlKqsqB8lmpCS7GZsseQzJL0bA81jrEsAqCnwSFYBbFHDGp7AwbSmBFittNDoEtRaVOZCqDQuo3fYTdrUa3YAxaA9vx9isA5qQWEp+eg/RZcckOrC7YZ0qli01bShwBxA7rBPHji5FMNQjOwy8XD6QYd2jmXRlKp2PlNK7XSQPvbWWJKGItq5qKKjmiy+XYg8JJSpqEZ0Lq0ELc+r6kNhzAD+szcZHn8kN+gP4iZ42JV+txLfuoURYsohWV6JNvp4BoVW48r5BLcv4OWvJm/8qnR54ld1fv0/X8t20kgq88x8ALKxpxc7fRGLDj3FLTQ2VAkTZHaiPn6dN5UeoDDNzn38KYb1vvLQXVKH4i5SggOIfI6l3FEWHKqnIriWpVyShzQMwhxjOY01FUzM0744+oRO2Yzux5x04Z1lHcTr1e37FXVuKvllX/HqNwVGegy0nh7pakGWRqtxDtO1UxajOOowLNiLpJCSjiICEAPTpdBQxtA7J7Ufr8Xdx6J39bP85HafDjcPqwmDW8d2LG1HrVBhMWq6e2IHUPjEUZ1ZRU2qhPLeWlZ/tQxAFb738Q33oNDSJjT8cBkClFnG7JFQaEbdTwuirwxSgRwaeXXIzMS2D+bLoYR7t9SmHNxUAUHi0kpJj1d5t2m0idrserUGN2y3hckpIknzG82Ly11NfZWP4lK5cfWeHJroyCoVCoVAoFAqFQvHfJ+nWJ1j94yKK/DuQ0iyO3u2jLnWVLlvXpw7h4/Q0KkpNrCqtY1CgZ7kAOICtvgYqNSqQnazIWM8v6asBeHjUfWwt3EeL4n20OOZpJ9C5XOxftZY2QiGZxDB3bQD3B8cRUHUUAFGr5pdQCQcNXNU2miCTluZBCRxN3oX6yEDqa1XUyPUsObYYlV5FRk0r7rsyiKwtDopdwRTW+rBgv4RMCUMDwrGKtYiymk4tQym1e+Yv7MBhOupyvMcnup3ENo9j/pZgerSJ4PFBXRBFgbKoduz+9GWSqCJIrsKavZ8wqQQX4CN6Ove5ESgxxrKlIByNUMNQTR3hbhfH9BoWh5gZWVrHJntzdutdBAUaCBk0Ga1G/3dfQoWiSQiyLJ+5RUuhUFzWZMlN2Q/PY80/iFxfeeZCgkjoTTOxZe2gbvcS/PqMo3rVfwDQhCawa10tVdUarvTJRUCgOlJPSYGeFtYqcnveySfvHCaxhZ57X2tP9W//BmDZrh789KOOsAR/3j9wDx/e/ytHtxeSe6DMu9vuI5PZsvAookpAcjd+CzP66ug3tjW/zd6NIIB/uInyvFq0BjUOq4vrp/fAL8STA/DTaSvwDTYyJ3cKWr2a4qwqtAY1u5ZlsfLzvUgumbQNeWh0KpK7RVFwtAJzoIH8Q+WceOfUmzQ47W7czpOjWjR6Fc/9cgtxbULxCzY2+bVRKBQKhSI7O5uEhAR2795N+/btWbNmDQMGDKCqqgp/f/9LXT2F4h9NuX8UCsXl7mBWBW9+vROHo5intItRCzIujRa104FNgF+DzfgHxzJ04GSeX/suRo2Btj5hFB/eyD51AMYjnbjVsIYqvZsUZz1qQcIlC3xa1w9HWCtUchmUVzB4aGd+qvuFwroSfDQGGpye3vx3dBhNjNiGr5cf4qi4AtG/FACNqObFYjvu2gry/dqzpVDDNnsz7GgZ77MW/4SWxGkqEHN2YAtvy2Np7WmlyWOSeQ0qoxmfvqPR+oXxeNr3lFuqGNP2Wq5LHYLF5sRVV4VWpyF95TcUa20027sZZAltRHNq6qzIOjVvBthw1Rl4pKgIH8FOSXgLzGXp/Bbkmc/g+rI6lgWPY+ztV2LQ6NCoNJf4SioUf50y0bBCoTgjQVQResOzBPS9vdFylX9Eo9+rVn5E7bYFaMKSGuXSE1Qa2rSsoG+HIlQWEC0yaZv8CU+2UpbiR93y5fQIKGTjOpF3n6vnhX934aflCdjKCgGwW5wcWJvDijl76Ze8jgfG7yEw0IGogsBIMwCiSiQ6JdC7T1ElYKm18+usnbhdnp78KT2jCY71JbxZAIPv7kj6jiI+nbaCI1s9owHcLglZhg8fWMqkpPe5PeodsnYXc2BNLmkb8gDQ6NQcXJdLdXEDeWnHAwLHByXYLS5mrhhLj+ta0PbKeAQBnDY31jq7EhC4TIwfPx5BELjnnntOe23y5MkIgsD48eMvSd3+iuzsbARBYM+ePZe6KgrFBTlxbwqCgFarJSkpiRkzZuByuZp0Pyfumd/v64UXXkDpe6P4b1BcXMwDDzxAYmIiOp2OmJgYhg8fzsqVK71l4uPjvX/jBoOB+Ph4Ro8ezapVq8663YqKCqKjoxEEgerq6jOWmTt3bqP750z/srOzL8pxKxQKxeWsVWIQn/zraqwuP96vu5pv6rvza1wix3z0WFQqRpXV0dcKDy56lZKMYG5rcTs99+/mhtI67rBJFLvMvFY7nDq1iFrwdJBTCzJ3+a5hvN86etduxOLWsW//Lu48ksWthdU0q6zkRO+6OkcD3648yv6MSuzpHeiQEUzXaisJAbGUq44/bAcYCVI18Jjfz0wx/0pzfRnz0rRkZnvmAvQRncRH+NI13I42ohm2K2/mwaxfeCLte5ySC0EAl+SirMrKqy9+QulH91H42f8x31jNp3VHqdCqkQWB/1RpqK2pxViRzaDiGjRu8BHsiIKMyRhERe+piEFDuKLOyCFnBIeqDfjqTUpAQPFfTwkKKBSKczI26wriyUxj7toyQm95Ff8rJqKNaIGzzPOg5sg/gKumBBAQtEZMqQM96+kE3GaBnGozi/cn8eWPKZh8bLisFo5UBNC8mYptvxyjuNSHZeviWL4hnit75VJdUs+XT68hspkZo9HFTysSqazUktg+gpVz9wHgcrgxmE8O1Tt11MANj/ek+6gWrJ+fRnluLbkHylj60S4Ors8F4MjWfO549Ure3DYBvVHDsX2l3nV3L288h4Kl1u79WaNTMeSejiS2DwNAlmQe7/cFB9flMv6lK1BpPBNj2xqc/PTvbYzUzuSTR5c3+XVRnJ0kyxRXWjhWVEtxpQXpb2iUi4mJYd68eVitJ+dGsdlsfP3118TGxl70/SsU/w1kSaa8pIr87GLKS6qQz5J+rSkNHjyYoqIi0tPTeeSRR3j22Wd57bXXzljW4XBc0L5WrFjh3ddzzz3HzJkz+fTTTy9om4rLj1uW2F6Xwa+Vu9hel4Fbvrjza2VnZ9OpUydWrVrFa6+9xv79+1m6dCkDBgxg8uTJjcrOmDGDoqIijhw5wueff46/vz8DBw5k5syZZ9z2nXfeSdu2bc+5/5tuuomioiLvvx49ejBp0qRGy2JiYpr0mBUKhUJxUq/OAWTJgST7ZjI84zBh0a2Ivv1F0tv1YJbJif1YCo78RN75Zi9GczAAbeNSSY7xJ0BVx1ZDAM7fbdNYfIA22gLuMK9mkF8pPpYGWlsc3FJSx+PZFegkiR/TlhIV5aSjLoeO6mPcRBrXldfRuSqaFyvb8VpYFN+pRZZY2rPe1oJmmjJMsoU22nx+1LdD6HMnbxZ2Ja+oivYNm3AWZSCs/Iboegsc1dLZ2p+He9zNDanXUFFjxc9dgSjIyLXlFG1JwJLRgVfNCcyQh7DPHYxV9jTwR4QmMqr/YBaZQgEwH9tI3LrXud3Pxq6ke/mw7ioanGBxWHlk6fNMWvQYBbXFf/t1UyiaghIUUCgU56T2CyVm6vfoEzp7FkguqlZ8iD0/DUfhoeMBAwFBrcWnZR98u45Gt89JwxvvIJbY0e1woAqPoijEjH+InaISI3O+TeGDLR04WBaMXWXk2imdCQw/0bgvUF2rQ6uRyNhRRGFmHR992Qadr8mze7eE3XLya8fIh7txzeTORCQFIAig1qlo1SeWqqI6tvx4BABRBUY/HYA3zU95Xh0L39xCVPMgAKbOGc7AO9oxYmo38g9XnKiKl3+4J+VQXOtQ+o1pjdPmbnSeasutPNH/c6bMHsYzP99MvzGt2fZTOi6nxJZFRy/OxVGcJrekjoXrjrFiRz4b9xezYkc+C9cdI7ek7qLut2PHjsTExPDDDz94l/3www/ExsbSocPJOSXsdjtTpkwhNDQUvV5P79692b59u/f1NWvWIAgCK1eupHPnzhiNRnr27MmRI0ca7W/WrFk0a9YMrVZLixYt+OKLLxq9Xl1dzd13301YWBh6vZ7WrVvz888/09DQgK+vL99//32j8gsXLsTHx4e6ujoSEhIA6NChA4Ig0L9/f2+5jz/+mJSUFPR6PS1btuSDDz5owrOo+F9WmFvKb4s2sXHFbnZuTGPjit38tmgThbml57H2X6fT6QgPDycuLo57772XgQMHsnjxYjg+kmDkyJHMnDmTyMhIWrRoAUBeXh6jR4/G39+fwMBARowYcV49lYOCgrz7Gjt2LL169WLXrl3nXOfgwYMMGzYMX19fzGYzffr0ITMz0/u6cs9dXlZU7WPI/ueZePQDHj/2JROPfsCQ/c+zomrfRdvnfffdhyAIbNu2jeuvv57k5GRatWrFww8/zJYtWxqVNZvNhIeHExsbS9++ffnPf/7DU089xdNPP33Gz6nq6moeffTRc+7fYDAQHh7u/afVajEajY2WqVSqM66r3D8KhUJx4aZe15dXH21HS7EKAOORnTgr8vmkIZN8WzU6k2eC6FZx4aiG3U1WsxRqd//GzTWzedbvR6ZU51FtMCCfmKgYjv8EgaIVU1wLtFHJx2cTBH+3hJ9DwiW5Ue1axu0+a7nRvBOXSo+gNfDTdieOqii0ZWF0F8qYPr4r9Z3jKTUEYEdDaVwDN45syYOLnWRVyrhRkabvCIDGUsfdhdU8at9P38y5yMV6RFGkZXwg7a+9mdKkYaS3uI3SWiNSVTj2ghZUVgbjZwklQlsPQPsO11ByJIwsRzwu75FAzdbFDLP/zLRbO/HSfb0pri8lr6aQGlstR8qzTjuvCsV/A2WiYYVCcU4Vv76DLXsP/ldOwnZsBwCStQ4CPRNDyW4XkqBFJUsUfjQRHBIa2QVqUFXLCG6Qswto31FDq7YVVFbreP6d7gBo1G76tt5Oty422vQfSdmxUtZ8so6d+0M9gQYRTnSQu+bxUfzflQmU5dbw9KCvsdbbkSX4+KHlfFE0le9e3shnT6zCZXcz/IEuvDrmZOPs+FcGAgKf/q7HflVxA9eqXyCiWQC9R6fy0KfXAhAW78+uZZlcO7Ubcx5dQVVxPdXFDQDkHSrn+RHzaaj2jB4QVaDz0WKtdWC3uLBZnFwxztMr7o7XriTwLRMDbjt3LzlF08gtqWPd3qLTllvsLtbtLaJvO4gNM1+0/U+YMIE5c+YwduxYAD799FPuuOMO1qxZ4y0zffp0FixYwGeffUZcXByvvvoqgwYNIiMjg8DAk6mwnnzySd544w1CQkK45557mDBhAhs3bgTgxx9/5MEHH+Ttt99m4MCB/Pzzz9xxxx1ER0czYMAAJEliyJAh1NXV8eWXX9KsWTPS0tJQqVT4+Phw8803M2fOHG644Qbv/k78bjab2bZtG127dmXFihW0atUKrVYLwFdffcXTTz/Ne++9R4cOHdi9ezeTJk3Cx8eH229vnGZMoThVYW4p29efPmm9zWJn+/oDdOnTmsjY0L+lLgaDgYqKCu/vK1euxNfXl+XLPZ8PTqeTQYMG0aNHD9avX49areaFF15g8ODB7Nu3z3s//JEdO3awc+dOxo0bd9YyBQUF9O3bl/79+7Nq1Sp8fX3ZuHGjN72Rcs9dXlZU7ePRrLn8fvxMqbOGR7Pm8nrieAYGNO33icrKSpYuXcrMmTPx8fE57fXzya3/4IMP8vzzz7No0SKmT58OQFpaGjNmzGDr1q1kZV2chhLl/lEoFIoL5yjNpWThWwSFxbOzdRea79mMAGhUGrrW2rm2tIZMYw2xoQL706N54J1O9AgpJEAt4o9nhLRKdhFi9bz3rvMzoJahZ60VGchRa/k8bw0Tuj5MpChQv38+yw87yTnQBk3SbhxOLagArZ6kKf8GZFp8vw/rgUwmS7tRp8sEJeyj26gxjH/Bj8pqJ+2DQml++CAv+y/nR0sXtjuTGTr1cXLfnoBkrff269PgJnDFv1i7Po6f1COYclN7YrvdQWWtjV31+4gK8SEwQMPhlcsJ0rlROZwgwLzF2/mpJAZowauBKoLqdIwNO4LJUog97xB9R0cDEEocY9qMoNZeT+/YzpfsGioUF0IJCigUirOSXQ7qdnp6VNqydqCL64A9Zzfu+grcteUACAKocMCJjvNaAWeKBqFGQtDrACvuQM+gJI1aJqJNS1pENNBQ7+bBgbswdIC3n4snI+N7BtzahoSeHTiathuAhHahZO329CKV3BLzZ64nOMqXofd24vtXNsEpPfgXveXpzaYzavjgvl+8qYTMwQaue6QHAPmHSvntk72NjlFyyxQcreTbFzeS2juGDycvJTolmKcW3YRKLfK1UUN1SYO3vN3ixG7BO8mx5AZrrYMRU7thNGsZOL6dt2xiu3Cmzh1xUa6NojFJltlxuOycZXYcLiM61IQoCOcs91fdeuutPPHEE+Tk5ACwceNG5s2b5w0KNDQ0MGvWLObOncuQIUMAmD17NsuXL+eTTz5h2rRp3m3NnDmTfv36AfD4449zzTXXYLPZ0Ov1vP7664wfP5777rsPwNub8/XXX2fAgAGsWLGCbdu2cejQIZKTkwFITEz0bnvixIn07NmToqIiIiIiKC0t5ZdffmHFihUAhISEwCm9nk945plneOONN7juuusASEhIIC0tjY8++khpYFGclSzJ7N+Zfs4yB3amExEdgiBenHsTQJZlVq5cybJly3jggQe8y318fPj444+9jf1ffvklkiTx8ccfIxx/r5gzZw7+/v6sWbOGq6+++qz76NmzJ6Io4nA4cDqd3HXXXecMCrz//vv4+fkxb948NBrPkPUT9yzKPXdZccsSr+b9eFpAgOM9FAXg1byFDPBvjUpouoHeGRkZyLJMy5Yt//I2AgMDCQ0N9Y6msdvtjBkzhtdee43Y2NiLFhRQ7h+FQqG4cPWHN+Msy8VZlku7O2ZSc2A7OpcLx+p5tLfZUQPJFjsC0EmdyTwxls3BOrYHamlZI9G1TMQhSoSrq/BzS6SZdEQE9uHfxTvRlIZzqCYebd1BXvskDVGAlybfw7ot6wCBVlIsmxMKsZbHUhWj4Ya8apbtyOCmga3Zr/oMS7aAr1tGZQpgfc42avXpIMRRqjpA9aE1mAQX7TS5pF49ElFUEXPv+8yY9xDtaxrQyWAXoF2DgyhrDhlV5Sxcl8nNfruwHt7Cg0Puwie5Fdacg7QSV4ETfrB0xldtY2WV51lI0DVQaguhxOnHt3ICU7uWYkjq2Oj8jUodfImunELRNJSggEKhOCtBrcV/wERsOXswdx6JLWcv9pzdIEs4Cg8hSSB6n01F0OrB3uCJFLhlJBxIzdUgy6iyXYg1EntyDBwp8qTyyXf70pxaXKIv4MRRnsv+3Z5he6JK8AYEAD77v1VUFXka502BnlRDYYn+vLLO82DnF+pDdakFp92F3eJEq1ejN2t54bex3m3c9sIVNNQ4KDlWTVC0me1L0pHcMhGJ/pTl1fHc0HlIkkxRZhUVBbX4hvhQW2457byEJfgz7etR7Pw1k9KcasITA7jpX30QL2KDluLcSqusWOznnjzUYndRWmUlPPCCFM9qAADwHElEQVTiTAAdEhLCNddcw9y5c5FlmWuuuYbg4GDv65mZmTidTnr16uVdptFo6Nq1K4cOHWq0rVNzMEdEeCb3Li0tJTY2lkOHDnHXXXc1Kt+rVy/eeecdAPbs2UN0dHSjxpFTde3alVatWvHZZ5/x+OOP8+WXXxIXF0ffvn3PemwNDQ1kZmZy5513MmnSJO9yl8uFn5/fnzhListNRVk1Nov9nGWsFjsVZdUEhwWcs9xf8fPPP2MymXA6nUiSxC233MKzzz7rfb1NmzaNev/v3buXjIwMzObGo4psNhuZmZmsX7/eG9QD+Oijj7z39Pz580lJScHpdHLgwAEeeOABAgICePnll89Ytz179tCnTx9vg+aplHvu8rKrPosSZ81ZX5eBEmc1u+qz6GJOarL9NtVE2LIse4NoTzzxBCkpKdx6661Nsu2zUe4fhUKhuHDmdgOwF2agC4snIKIFLp8AXDVluCoLkQ06pOM5x6tUIvuNfcAiIbtVuOr8MNQ18H71AAB0STugMBFnrgt7cA5Ffi4kVR2kmdDigwNPhHvztk95LXAbdkGLT6WNapWIv1ui+pjAtsPvo3Ea+TlzGY9pqjhi1JLY40YSU3riU7ifhNADXCds4ahDw3xjMN3sOioSr+CO/p7PRZXBxID+d7IicwNqUYVcX40jJ5NCVwr+kg/Lt+YyKGg5GtlJfdoGfJK7cLhUwihoAInowHS62mtooysmrc0DdOgsszMjn4bCUIb0SCAoLvDcJ1Oh+C+kBAUUCsU5+fcaA73GAKANjkVyO6leORvcDkQRyir1+PnaCeo2DFPHYRR//DCyVIfsLyKXSEihahryTQQXV2Jxakiw7CYsYTC1ReXkOsx8/XZLyiqctO/tj6ryAOUlUYDQaNJgwBsQAKiv9OQ1LMmqZvdvWfS6PoVpX4/i/rb/QXLLBEaaqCysx2FzsWtZJontPb2dA8JNPPHdyZQpTocbp91FbloZj3afA8dHPsS1DSU0zp/VX+2nML0SgI5DEtn1q6e3W5ehSbTsHk3L7tEX/fwrzo/1DwICf7bcXzVhwgTuv/9+ON6L8a86tZHjREOLJJ3fZJMGg+EPy0ycOJH333+fxx9/nDlz5nDHHXd493Mm9fWeYN3s2bPp1q1bo9fOlutZoQCwWc8dEPiz5f6sAQMGMGvWLLRaLZGRkajVjb/6/j5lSn19PZ06deKrr746bVshISFotVr27NnjXRYWFuZNRxQTE0NSkufBNCUlhczMTJ566imeffZZ9Hr9ads7172q3HOXl3JnbZOWO1/NmzdHEAQOHz78l7dRUVFBWVmZdz6aVatWsX//fu/cNScCD8HBwTz55JM899xzTVJ35f5RKBSKC6fxCyXi5ie9v0fd8QppX7+FVJqB2ykgAhIwr1kMN/ccQFiRwPyFOiqsYdRpsxDNFQg6K9qqFjitOgSLijDRSJlQhs2hw5BwmKuch4mKymRjQAQ9Mg+jBlSSDQTP/AIAfpLMQM0h0ECloMXodNLB6US9dSl0GUmnyDYE+qUi528k0u5km/kaZlcZEGucjD8lMN0/oQf9E3p4j6fe0YBRY+C52VupqLHxg6UbbbS5NI+/kjDg4zVlVFSOIi7SQB/zr1AKWl0tY4ckodfo6RjZ5hJcFYXi76MEBRQKxTnJskzxFw/jKMkkZNTTNCz8EowOkGV+WxnH4rWJNIuuYap6MfV7l6FL7oLtyAZA5nBVIM5DIl18Snh9S2eOVARy69BsnvpxJFO7fcGPS5t795O2oxZ/U0Dj2X3PRDhlth/g6LYC4tuEEpMawqBJHcg/UsFDc4az6K1tpG3MI6VnDC6nmx/f2MKeFVm0HRDPTU/2AUCjVaHRqljzpSfXtd5Hg63BScHhCu5v+xHXPtSV6JZBGMw6HvvmesZFvY29wUlD7cVpvFL8dQbd+X2cnW+5v2rw4ME4HA4EQWDQoEGNXjsxMfDGjRuJi4uD4/nLt2/fzkMPPXTe+0hJSWHjxo2N0h9s3LiR1NRUOD7KID8/n6NHj551tMCtt97K9OnTeffdd0lLS2u0rRO9pt3uk5Nph4WFERkZSVZWlnfOBIXifOgNuiYt92f5+Ph4G+rPR8eOHZk/fz6hoaH4+vqesczvt3fqHAWnUqlUuFwuHA7HGYMCbdu25bPPPsPpdJ7W21m55y4vwZoz/6391XLnKzAwkEGDBvH+++8zZcqU04Jk1dXVfzivwDvvvIMoiowcORKABQsWYLVava9v376dCRMmsH79epo1a9ZkdVfuH4VCoWgaO9KKee2rnbSIDeCaIQZeSG8N7g509c0kSbURAVAdjOC5XQe4dlAQNtHzPFWm1hHWbAu3F1cT6ACVv0y1ZCRH/SDmWAfr5W0EuiT6Z3tG3rsNIvrjz/EbbM1po8vDX7Qhy56OeU4B6lUqCrXgb/GMUHDVVVJrq0NGJrzbSEory/Bt3oFpCVfzwYK9RIWYkWRwlRzj8K6fWW8QuLbDKGL9PfMfmrQ+VNXZOJDlSX28yZrIXlskj6//kuKjgQxoN4wf1tvp260lmkAfvt74JTl6Dc9aq4nShJ/tlCkU/zOUoIBCoTinmvVfYM/dB4BlzypcUpVnEKEgkJtjAiAz35eyCgMhQVbMXUZhz96N7LCSklqDRi0hVEFOjedB9liZlsqnPsBpP5nCxcdfT4erEsjbnw/ldai1oifaL4DT5mmY1GhVTHz7Kmbdt7RR/XYtz2LBq5vpMqw5e5ZnIYgCy2bvJjjGl6zdxTw/Yj5jZ/TjsydWAbB3ZTZ9bmpFZNLJ4X9ul6eHQlCUmZReMWz76SjZ+0tZPz+NDw/d5y33+LfXs2NJBtdP74HinyU0wIBRpz5nCiGjTk1owB/3or8QKpXKmwro970RfXx8uPfee5k2bRqBgYHExsby6quvYrFYuPPOO897H9OmTWP06NF06NCBgQMH8tNPP/HDDz945wTo168fffv25frrr+fNN98kKSmJw4cPIwgCgwd78l4GBARw3XXXMW3aNK6++mqio0+OegkNDcVgMLB06VKio6PR6/X4+fnx3HPPMWXKFPz8/Bg8eDB2u50dO3ZQVVXFww8/3ERnUPG/JijEH71Rd84UQgajjqCQP57Q9O8wduxYXnvtNUaMGMGMGTOIjo4mJyeHH374genTpze6V36voqKC4uJiXC4X+/fv55133mHAgAFnDS7cf//9/Pvf/+bmm2/miSeewM/Pjy1bttC1a1datGih3HOXkY6mRMI0fpQ6a844r4AAhGr86WhKPMOrF+b999+nV69edO3alRkzZtC2bVtcLhfLly9n1qxZjdLb1dXVUVxcjNPp5NixY3z55Zd8/PHHvPTSS95g2e8b/svLPQ0xKSkp5zVx8flS7h+FQqG4cDa7i1e+2IHN4Wb30TLwdyG6VdxuWkO0uh7heIP9VWRw0JFMbqaVgYN82L91O3dbMqDAjf54b38ECBTrmbXyEANiVvJCjZU6lUCZTkuYMYCY1B6wYSEAEYZ6fjS15arqdKLVVdSgZUWnjoywiLRO23Tys1CWeWTxkziQSK6/ni0Hu5PgtvJgai1F5Q0cza0mKsSHHoffxFxbToRJx/daHQ/3Opk6Dvlkp8Iru8QQZ0nDtygTS20m19w6jBuu9qSFtLuiKHPU0tkYQJSvEhBQXB6UoIBCoTgnt6Xa84NTjeuLJWh0Eo5kDegFrhqcR/2vWjJy/Kmu0xEaAWVfPkLAoPupXvMpst2CM0mNu0QmNrAG2Qh704Ko3964R6jD5mLDdycfOl2O09OkOB1utAYNkcmBlGbXMHB8O9RakeWfetI4bP/55ESW37+8iZBYT85YSZKJbB6IqBZAhpSeMYTENG6guevtq+lwdSIpPaMJCDOxdPYuln+6h1GPdG9UrsvQ5nQZ2hzFP48oCHRuGcK6vUVnLdO5ZchFm2T4VGdrAAR4+eWXkSSJ2267jbq6Ojp37syyZcsICDj/XOojR47knXfe4fXXX+fBBx8kISGBOXPm0L9/f2+ZBQsW8OijjzJmzBgaGhpISko6La/5nXfeyddff82ECRMaLVer1bz77rvMmDGDp59+mj59+rBmzRomTpyI0WjktddeY9q0afj4+NCmTZs/NcpBcfkRRIE2nZqzff2Bs5Zp3an5RZ1k+M8wGo2sW7eOxx57jOuuu466ujqioqK48sorz3lvAwwcOBCOBwQjIiIYOnQoM2fOPGv5oKAgVq1axbRp0+jXrx8qlYr27dt75yhQ7rnLh0oQmR4zikez5v5+QKR3/OT0mJFNOsnwCYmJiezatYuZM2fyyCOPUFRUREhICJ06dWLWrFmNyj799NM8/fTTaLVawsPD6d69OytXrmTAgAFNXq8/otw/CoVCceEcLgnn8Q5y4QEQu38PEUaR9tpcAOyCiA6JIE0VMwO/w1TmQm3157oeg6ledYhsjYbfwswkNdjxb9Ah1pt50vcHqPH09A9wy5SoJBpqSnFtXoQkCIiyTBJF6BpqyHLFEK2uYo/eRH6FiZDUFlSlbUYTFo8+NI5qlcD0PauPt+vPolh9FTlF8NGapdRZwgAQBdAER+OqLafaYKB7TIdGxxjgq+fNqf2oqrXRPjkUtzWZssW5CDoD+qgW3nI6tZax7Ub9redfobjUBLmpZphSKBT/kySHlfp9v1H4837M23/jcEUARc4A+k5QIVVlA3AkP44W0TmeFdwyelMyLrEWV0MJeAL8PPFKT+obtOfa1ZmdeBo+/k4lqgXGPNMXvVFDaq9opvf+3NvTX++jQRAFQuP9yD9UgdslMfCOdjz06bVUFdej89FgNOv49aOdrPn6AONevIJWvTzphWZe9x1F6ZU8uXA0MS1PTg7rdLhxO93off5C3RV/u9ySOnYcLms0YsCoU9O5ZQixYeZzrnu5+eKLL5g6dSqFhYWNJlpVKC6GwtxS9u9MbzRiwGDU0bpTcyJjQy9p3RSKf4oVVft4Ne/HRpMOh2n8mR4zkoEBbc+5rkKhUCgUf8XBrAoKSuuoXPkmXSkAwBXdHG1ZAZLdQoNOh9Fub5Tkt6r5UALSf+HZhGBsKpG4Bri3qBT5d8mAd5t0zA/3w9/p5pGcCk5N9mYXBF6yX4HTEoRF0JIiFtLFbz9FKWEkJgzFqDOQWrSP+k0/etdZ79uZX8z1tDP2ZfNWzzyDc566miCzBlddJRr/UNx2C2u//54KXQyjRvVDrRKxZO2lfMkHGJO7Ejyo8Qhtt60BUWc85/xqCsX/KmWkgEKhOCdRa8C38wgeHJnBNUHhfL6/FZIs4ntDW9ob5iCotSQNH4F7x7vUWzQEVumg6CCyj4icqgYBJBtIbhmzjx2bXYVKo6HryFQydxZRcLTy3BX4XdhScsl89dRa7+/DHuiMpdrO+m/TkGWw1TmITApk7HP92b86m9FP9gZg6+Kj/PrhTq6Z3Jn37/kFgNdv+YE5OQ9Skl3tHWmw/ed0b1CgKLOSJ/p/Tl2ljZm/3kzLvvF/+vzJsozL4kDjc3HyZSsaiw0zEx1qorTKitXuwnA8ZdDfMULgv4XFYqGoqIiXX36Zu+++WwkIKP4WkbGhRESHUFFWjc1qR2/wpAz6p4wQUCj+CQYGtGWAf2t21WdR7qwlWONLR1PiRRkhoFAoFAoFQKvEIOKsaZRS4G3UVxXnYO44iJptPxHaYRDrSg9hLjyGShBJtLkISP+FMreJELtEnlEkoMbT3C8ANgFMMamITgdH1XWATL1KxC0IaE7pk6yTZZ7UrqZE9OPbhu7c5LMZP8mKLt3Ch+sLGWLYQ21sDb16Xs/BwgMcripkVVEyjjwNQ+7sQJi+lLhwX4L9DdRbHLz2XSZa9TFGGbYRn72GIEnPlubJ9G4XRf3BDbhqy6nd9Zs3KCBJMsUbFmNb/zmqhE5Ejn4cjfrPf95KDisIIqJGed5X/PdRggIKheK8+IX7MXdnG7QGNQ6ri8Uf5zJ0139YMOVFvnhoHyZzf+rrYGKHfXSPguIyIy/N6IpOLxESYCE6soF7b9uPw6Fi6a+tuOONq3hz3KI/Dgr8jsFXi7XW4f1997IsxjzTl1Vf7Ac88w8UHK2k56iW9BzV0juK4PtXNlKcVc3id7ehM6qxW1xEpwTz/SsbuerODtz4RC+KMiq5YpynJ96RrQU81mcuLqdn/fVvriQyZji+CefXo1WWZGS3RPZPO6nYm0tkvxSirmj1p45V8deIgkB4oPE8Sl6eXn31VWbOnEnfvn154oknLnV1FJcRQRQIDjv/VFkKxeVIJYh0MZ//5NgKhUKhUFwo0WAGBASVCtwuCm0+FAYPpOG6KObuX4gkSjztkjG6HN4+e5nOUO4syMahBr3r5BABrQy2HtdQIErkL9zAdZq9hNtd6GWZJZa2HHVF0sV/F72lUjRIRKurGB+4Dj+3FbcgkOUTTnN1CYMMB6AM9H3HsMieSY4zGLtNDcjU1Nu589rWALjdEruPlrHrcCkAg7sb0QP1gg/F7nS25ZfRvvtwJEsNxqRO3mN+7csdJGSsp7MOKjPTmPXRJl6e3Pu8z5nktOOsLqVw7hMIag3Rd76O2jeoKS+LQnHRKUEBhUJxXl5cfRv5hytY/O+trPniABWFdRxbt4mKvFogCIvVU+7zva2wB/rw/bpYQkKsXD8kk5wCP4ICGtCoZTRqF7kV8PXYqcglBuCPG9lVGhH38cZ5nUFDx8HN2PitZw6CqBZB9LohhfzDFSCAwaSl6/BkANZ/e5DXxy6kw9WJpPaOpTirmtwDZby9ayI6g4Ynr/yS3cuyyE0r5+HPRjTaZ87BUlxOCYNBRY8egbRp7Yu9sgESTq+frbKeygP5gIyluJrIPi05tngXlqJqxOO9DRoKqy74GigUTeHZZ5/l2WefvdTVUCgUCoVCoVAoFP8AxsT2RN/9NlZZw7tvf0Ox00R85hHyDRuQ5OPP4ccnFK5FTZ3Zj+5kIcugd3sCAukGDRv9jfSstpKx5CcKa0wUOsMxiQEEacqxCAL9DWm0FrLRYWeZpTUdddn4q2yABYAKtciQrn14SdhKWZUOvVpGZ/blni63svbYFsJTktDIPvTtEI1bknnsvfUcK6jh0Vs7YQiqwS5Z2RRp4K6+b1BQm8e3u76GdHhzyNNE3/R/jY45v6CC/ZZOOLR+bK8Po9xZd9bzs3pnHrKljtYVv6EOjEAblkDpD68hqHXIDiuyw4qrplQJCij+6yhBAYXif5lbgjoH+OsveFNGs47kLpEc2eTJM+i0uXnylv0MH+CgZ9dyhr80hSeu/BqHpOJQqQ82t5q+3QpJTqymeUIN2/eezNNfVadn6eoA/E02RrZMZ0lGM5yusw/VOxEQAKguafAGBAC2/ZTOijl7uXVGfwrSK9i66Cgmfz0F6RW8dfti3C6JPSuO8eiXI1j1+T58AvQc3VZIUqcIolsGUZ5fS3SLxh/eeYfK+OTh5fj46xj/ypW0a2mkaP1hqg4XENwxHkEQcNbbKNmSjm+zMApWHqQ+r8K7vq2sDmtZLcggOd0YwnyxFFeT+d0Woq9qQ+X+PAJSotAHKznuFQqFQqFQKBQKhULx59U2ONCqRfS6C2/a0wZH4zi8mbHG9bgQeNUaRJ3b84zeKrQFuxs6EZK7hZ8sHehj3Ew0cCJDq0WnZ0mwgWKdBpsgcFfBEUSVzFExkOXqaIxmuKO6CAQXPtSCBAZdJn4qT8/Cw2Yfgu0Okq1O5GVzeRz4oq4ve1UhhGz/lNkjXqF5UALrsreiUdkQxXjmbPuRIzkCIJCZX0NC62qyajLR67qx2VJEsG8IKlGFUWPArPVpdKzlyz5mqvQr+akDiB3yIC0XvU1A3XosmeEYm3kmKm44vAV7aQ6FYb158+udzPSfT73oyVhgbNkdJAnZ4am/LrI5JT++Sei1U3Bb65Fs9ZjbD1TmKVD84ylBAYXif40sQ14trMuG7YXglGBUS7iqWZNsXqM/+bZht4vM/6kFLbpFUVli9S4/mBFMy7Zatu4Oo1UrG1lF4aw7EEN8zHosFjW1dZ4c5lrJzbCkY9g0/izdH/KX62QK8AQ9Xr5xAcf2lvDtixtof1UiDptnstlbnu3L969uBiChXRjv3bUEnUHNJ9lTsDU4EEWBn97bTp/RqfiH+nBsXykNNZ7JMBPahuGuq0JyuKk5Wozb5qR8VzYFa9OQ7C5KtmViCPFtfI78jET0TSFv2V6c9TYkl4SzzkblgXwcdVbqcyoo3Z5F7ND2BLSM/MvHrVAoFAqFQqFQKBSKy0etvZ7dR4pZvfwAhSU11GlDmP1/AzEZL3yeMEH0POtLAkQ6nATbYItJy5Dm/QlK+xRBU8X9fqvYpw8Aq+d5GZ0Bm9kXm0GN2WGhXb3NOzFgslBJgliPVONEBsokIyGiBTdgVp1sP8hz+3MooJ5m1lpEWUYtQAtNIXtdYRg1BkRBZHfRAd7bOheAH/2X4XA70CSK+EtxJEb58e3ncei1iWzWbWZ55nqGJV/JrGEz0aq0SFl7aBBU+LToCoAt19PJMElbSkSYD1LlfpAlLEe3owtPpGj+TBxFmQCYO9qY5rcBk3gyhbF/j5EIgkj1kR1ky9EkFWYgIFOz41csR7YCsCOzjvZXDyXQ98I7aCoUF4sgy7J8HuUUCsV/i6/3w4bcxss0InSKhHHtLnjzNeUWXr/1R3YvywJAZ9Qw5pm+HN6cx5aFR73ldEY110/rwTfPr+f4iENCAhsoqzQCAv2ub8Z1up8wOSqYW3gl6zc5zrZLL6NZi6XOU04Q4doHu9H/ltZs++koGp2a9J1FbP7hsLf8FePaEpMSzMDx7bg9+m0kt0yL7lEc2VKAf5gPH2fej95Hy9Sun5C+vZCuw5vz9OKbcbskFry6CYOvjuH3d8FRayV/xX5M0UGEdm3G3rd+wVHtGeKoMetx1tka1VPto0VjMqAPMlGV5hlZIWpVSA73acfU6t6BGMP9/9rFUCgUCoVCoVAoFArFZaHe3sCH8x7FkRXJDZp9iMgccETTLsROxMgp6GNSLngf5cd289z6D7g/vxKNDPaOV7IxNIB+2zeiqigCIEuvIb9Tf5JLignP2A/AVl89rtoAOkjlFAuBtOvcgbqdS9HFt8GavR8RSNdraG5zAiABJ3IFLLS3Ir15EbZD/UiWC+hmSKfGHE7U8FswmAQ25+0iNTSZD7Z+htMFgspNoMGf9hGtGJzUjwUb9rNmjRNBkInreZgSZw43t7mW61KHYD22j6KvnwMg8vYX0Ue3wF6USd2Bdfh2uAptcDR1e1dhPbaPgP63YC84QunCtz0VEwREgxnJUtvoHInmIIzNuzBlpRmt4ObO2ExiaveCqAbJhQT8YmlPVfxAnpnU44KviUJxsShBAYXif83Dy+B4D3k4PuHPibv8javBoLngXWTtKebl0QsoTK8kIimAogxPvvwrx7djz4osKvI9+fhElYDkPvtbTHCsmchYEw/Pv4k7ot/mj96NBIFGZUSVwBW3t2XFp3sBeGD2NXzyyHIsxyciDogwcd8HQ8jZX8qXT68F4JEvRhLXJoTACDP+oZ5hhDOv+5bNPx7hxgc6cMvMgWjMjaP5siQjiCeH/pXvzaFkczqWkhqQ/vgtVG3S42qwnbwOp4ge1IaQDgmoDRfes0OhUCgUCoVCoVAoFP+bCvetxPbTB3A8QcCp2Wl8Ow0mePCkJtnPN3t+IHXlAsw2G7tT2zHPWkqA3Y8n41ph37wANZDpa6JZbT0S4BI8EwzXiiK+0vEegSot+Jjw6XsTu2py2Zq+gQZR5I6iaiwqgQCnhCCARdKQpvajs1ROvaDCJJ/sSLc5ri9r7GpKss1ExFnoFdWT71YcIyzoKON0O0mM64rh6jt5as1rFOdrCPY18vbo+ymsKyEpKB4Ae0k2BXMeAwRCrn0AU0rP09L6yLKEIHhCFJLdQunP72MvysRdU+YtY5VUGEQ3EgLi8Qd7u6RCLUioYtpC/l7kk/MtA1CvDaLF+KfQBkUiiKomuTYKRVNSggIKxf+at7fA0QroEgmpIRDmA79kQGIADE5q0l0VpFdgMGmZ0n421aUNjV7Tat1ojEYaqu34mW04nGqstjNnLAsI90GjVVGWX+sdVfBXhMb7UZpdc9bXW/aM5orb2rD0P7sYfFdHBk3siEot4nS4yfgtjfrtR1D76Gj74BBs5bVILjdlO49RsTeX0C7NiBvmyS8oyzK7X16M+3gvB7WPDkEl4qy1nnG/Kr3GW/ZMBLVIysQB+EQE/PWDVygUCoVCoVAoFArF/yxbwVEKPnsSWaUibPgDqPQ+OMpysR7bT9DA29EGRzfZviS7FbelhjXlmbz7SR44DfiqLTzt+z0aoDAkjMiykkbruIHfN33LQFqPq/i+bB/R9TKlWhfDKhpIqnMhCvCNLoE+qhyaWZ3e0QM2WY1bVrHUEMSu0u7Uu00ABAVLVJSLDDTuZbje0zHQJqvZa9byY7iJB7vczaotZYiGCh644gp8/UIBcNVWUPTVMzgriwjoexN+3UdgzdxNgzGc8u9fRi9ZiB73PNrQOABqdiylYtlszwGotYhqDQ59IOrqPNyAIIMoePoHigKIeh8kWwNnY2zRjfAbpjfZtVEomooSFFAo/tc43VDSAFHmxl0HLqJPp63gh9c9OfsFFYhITL5xL80HDuc/s0roEL+Xzxek/vGGThnVIKpFJJeE3keDf7iJ4qyqM/a053gqod8HEwTRs70THQ1ElcAjX4zg9bELvaMNwhP8mT6jAwhgjg8h/7f9iBoVybf35fAnqxvvT4C4oR0I7eqZm+HghyuwFFUT1D6Oij05AAS2i8VSUIWtvO7kehoRXNJZ635C4o3dCGod88fnSKFQKBQKhUKhUCgUlyVndSmCWoPa9Pd0KLPaXdzyr19wHR8hn5C0hiBtDdURsUzWJyNuXnCybsCJvAS/H8lQoRb5OtyXOwpq0Asq1JInu8HmxBRSi/MwWepRHV9vtT2Jnvos9EjUo+FflTeDABFxW+lUouGoM4Jrg4+isVYTpqrFJgh82aUL8dar2bNhF1N9f0EUwLfjIOz5R/DrNpzK1V/hrq/Er+sw3LZ66vetoUodTICrHACVbzDRE15F5eOHJWMXxd++hGgwo4tqjjV9B4JGh7ZVf+x7lnmPSUJE1OiQnVbvCAH5lGaNE8tE31DiH5h1cS+UQvEXiOdRRqFQXAKuvBXYd7+KZPUMWZMkF47972PbNB3JUgIWJ+wrgd/nqdeoINr3bwsIANzyXD9G/18vhtzTiff23sUHPybQ1lHN3Kd2UFtcQbO4WnxNJyccimoZyKNfjSShXWij7ag0J9+SJJenld9uc1GcefaAAEBsagi3vdC/UYqfiNRgXl1/Bym9otGbNITG+ZHSKxa/4ymDAIqPVVN5uIiao8WofY1YIyIJGdQJtV5zckjhif9lT9qgE1LuHECbBwcTdUUrzPEhaP2NVO7NxVZZ37hyzj8OCAAEpjZdrw6F4kwEQWDhwoUXfT9r1qxBEASqq6ubZHvZ2dkIgsCePXuaZHsKxeWsf//+PPTQQ97f4+Pjefvtty9pnRQKhUKhuNy4rXWU/fIRNdt/8S47VpnLs6ve5Me0pQAcza0iI+/079Ma/9C/LSAAYNCpefG+XvTrEMUDo9szceQk3PGp5JU0MPVXPaWSHxx/0tcAVRoN1g4jMF37MM5TUub4uSSKdVq2+xlQSy6cAmQYNBxrKMDveECA44/fPbXZ6PG0B5hw8t7t0UzstJ/brZkMNBxkuHEXuqHTqe5yF05TGAa1lkfV0bSOD+U203pUgqdBvmjPbzhKsynd9D3uq6dR3WEcfv1uQRA8exM0euolHQDu2nJsBZ45Eo1JHYm9fxax972HIa41mpA4FtR1ZOrqAOpFs/fxXkSCUwICnBII8AYJZCjxb30Rr5BC8dcpQQGF4h9GqsnAvuctHLtewp27FNum6dg2PILtp6txZS1AKtuBO285zN4JH+6AL/Y23c5/y4SFhz092/8EvVHDuJlXMHnWUOJahRFx5Q0IOgO5NWZyCnzZWdiHe19p6/1oLDhcydzHV3FsbylBUSbvdlp0jSQyKdD7u0ojktgu7A/336xDOF/8a40n978KMKlxP9qSpG6RhMX7Y6t3UpxVzdbFRxj34gDveokJRlwuiYJCK4s/TePVe1fy+FVfc2D+Dprf2pvUu67AHB8Mx1P8aP2MWIo9X8wkp5vSbZkc/WIDddllOE6kDjreg0JQ/bm312M/7/xT5RX/HOPHj0cQBF5++eVGyxcuXHhavsqLpbi4mAceeIDExER0Oh0xMTEMHz6clStX/i37P1XPnj0pKirCz8/vb9tn//79z3gNAK655hoEQeDZZ5/92+rTFJo6uHI5OnFvCoKAVqslKSmJGTNm4HK5zmPt83cicPX7fb3wwguca0Du7wNeSgBM8Xc79e/2TP/+2943FQqF4p9OlmWqNy+kZMHr1O3+jYrfPiHnxzfI/vfdOGdPoyYvjXn7F3M4u4JH313HI++sJTO/ab4LOsrzKVsyC+uxfX963ZSEIB69tTNXd4ujbUQqnaPaIdp0NBdL+aDmCmypQ9AmtgNAJbn4smwDtT+/g0Zy4zB5nu+d6OgS2hEXnkb4WpXID0mJZOjD2OxjZotZxy5XJFZJg1485buaSoOw7RtaZ+0h3OnpEJntCqG8ysrgqzqjqS9Bdtqp3vYzPdtGERns6QRYK4ossrcjV/blaGQyj849wjMrYeI7i1nn04vwm/9Fy+smYRLtAKgDwnGU5yFLnn3syHXy3YK1VK6Yi7MshyKHCaus5eWKQVRqws/rvMnHgxwheWtwnyO9kEJxqZw5wbfisuWq3Yo99yW0kfejCRx4qatzWXLsexep8sDJ4Wb1OUj1x3uoizpEcxyqyL5AoWdZUyUAy6ryBATAk3qoS9Rf3pRoNNJwz+tUfLsAQZA5ciyExfOOEhLnR1mOJ+d/eV4tABUFJ3vWp23Ib7Qdt1Mi52AZZ6JSi0Q2D6TfLa2x1tu9y8O7hlNybRilj2zjgVcOEdc6BFEl4BuoJ1aqQuVS89Anw3BLMj5Zmeg0AmHJIdRVewY6atQClFVy5PMNBLWOJnZwO4o3HcVSXE3F/jyyd+QT0zuJ+n3HkJynjNI4pe1XlmVw/7nASsXObKL6pKAL8DmP0opzkSWJiqJC7JYGdEYfgiIiEcSLGwPX6/W88sor3H333QQE/L1zQ2RnZ9OrVy/8/f157bXXaNOmDU6nk2XLljF58mQOHz78t9ZHq9USHn5+X5SbUkxMDHPnzuXxxx/3LisoKGDlypVERET87fVRnE5yuylNS8NSVYkxIJDQ1FRE1cWddG3w4MHMmTMHu93OL7/8wuTJk9FoNDzxxBOnlXU4HGi1f33S9xUrVtCqVSvsdjsbNmxg4sSJREREcOedd17gUSguJ5LkpiR9E5bqYoz+4YQ174l4kSYnLCoq8v48f/58nn76aY4cOeJdZjKd7LghyzJutxu1Wnl8VCj+m+1Y+xk2ewM9B96DeJG/HytOZ8tLo3LVF42WudM2wfHGuXaCkQ4t+jXqWNRUj/uVq77Akr4Da9YeYh/46IK2dW3Lq2i5bxvqyuXU+CfyottOgFrNIKOWVIuDWwoqQfI8I2c6wkihko3+araU7UIyBnCsIQZnaC7mglqKj13FarmaKQFLsBor+VIVy622LIxaI4bYFAJ630jB5//y7vtt60g6CYdotv5pFmUNJzUgHnV1DrrwRHLemYi5/VWoTX4szLawbZOKbbTlicT2CFt2g0ugoliLvPpzivyriLz+EQL6j8VRnEnD4S1Urf4KS8YuHFo/ag8fY7O1HR391IiyhEXWoBccTPRZRZCz8qznRj7DaAFkieJvnifqjtM7MCkUl5LyKaDwkux5WA6OwF2zBuuR2y51dS5bqpBOnh/O8Omv6z4TTdsHQR8MkzrBPZ3htrZNs+NQHwgxgkkLsRfew1cy+SNLMrLsSdMDnkl4TjAF6AEajRQ4QRgRhX+Ep3HcZW+cHimpUwQdBzXD7ZLIO1ROl2HNGTypI1q9GrVW5O4ZV+D/aylyhYP8QxUcXJ7JY8+04anXuuKoqMNaUIWvUaTkWDWhvVMwxQXT+sZO3PrCAKbM7Ea/fsHIsoyATOWBPHSBJhKv64pf8whycy34GaBqW7o3ICDqNWjMenDLqIyeXg/n3Ttc3fgt2Gm1n7Wo4vwUZWaw8os5bFm0gN3Ll7Jl0QJWfjGHosyMi7rfgQMHEh4ezksvvXTOcgsWLKBVq1bodDri4+N54403Gr0eHx/Piy++yIQJEzCbzcTGxvKf//znnNu87777EASBbdu2cf3115OcnEyrVq14+OGH2bJly1nXe+yxx0hOTsZoNJKYmMhTTz2F03lyQuy9e/cyYMAAzGYzvr6+dOrUiR07dgCQk5PD8OHDCQgIwMfHh1atWvHLL57hz2fq4b5x40b69++P0WgkICCAQYMGUVVVBcDSpUvp3bs3/v7+BAUFMWzYMDIzM895zGcybNgwysvL2bhxo3fZZ599xtVXX01oaONUZVVVVYwbN46AgACMRiNDhgwhPT3d+/rcuXPx9/dn2bJlpKSkYDKZGDx4cKMGNEmSmDFjBtHR0eh0Otq3b8/SpUsb7Sc/P58xY8YQGBiIj48PnTt3ZuvWrWRnZyOKovd8nvD2228TFxdHVlYWAwZ4RjUFBAQgCALjx4/37vell14iISEBg8FAu3bt+P777//0+fq75WzexIJJE1n2rydZ/8YbLPvXkyyYNJGczZsu6n51Oh3h4eHExcVx7733MnDgQBYvXgzHRxKMHDmSmTNnEhkZSYsWLQDIy8tj9OjR+Pv7ExgYyIgRI8jOzv7DfQUFBXn3NXbsWHr16sWuXbua9HjsdjuPPfYYMTEx6HQ6kpKS+OSTT7yvHzhwgCFDhmAymQgLC+O2226jvLy8SeuguHiydy3i28db8cvrQ1nz8QR+eX0o3z7eiuxdiy7K/sLDw73//Pz8EATB+/vhw4cxm838+uuvdOrUCZ1Ox4YNG87rPWjx4sU0b94cvV7PgAED+Oyzz5SRTwrFP8AvS34hcMNiIrevZOeWby91dS5LmsAoVL5BOBG889yd+F+Ma8P1w59hRHh3WsQF8vqUvrzxYD+Sov2bZN+GxA4giBiadWyS7fmpPc++eo0dh9tJiWQlx8fzjK9Rq3nP3of3aweyO3AQ8xq6s0mKB8BXW4uuxsikwjrurSzidv1quusyMMluQhw2enZORqczItsbkGXQhidgatXbcwzNOtCpR0e66rPQSlacGdtYUxKAJiQOV0MV7voqKg9vRHLYuC3WTLdW4QzsEku3lBievqct/i3T0Yg2OuqyEaw1VOzfRECv6wgaNBHB4AuAPe8QcuYWkjQlxKgqKYkfgoDMwwEreDHwB+K1Zw4InLiO3oCA3qdRz0G5iUeqKhRNQQkKKABw1e2m4cAokGwACJrQP1xH0fRkZz3O3F+9w8waEXU4M+ZjXz8Z22+jkfUCtA0DXRP12DJp4bkB8MpACDu9of7PSuoYwcvrbufF1bfxzM9juPmpPry4ZhyPfDGCsAQ/6qts3PJsHz7NfpC73x1E12uTEYZGID7cAm6MpabCesbtZuwsQhAgLNEfg1nLgx1ms/abg3x45D6iWoXw6vhFVK7zNNypNCIdOvojyS6+cjawzyqxcGEBM2/7mW9f3MjCL46SMqE/5vgQBEGg2129GfDMNTji4qipdVJd7SDr+60AxFzVBjEiGEmSqa1zoTbp0fgZCO+ZjLPOc9+4LX+iUV+gUZqm8L4tMEUGnnMVxbkVZWawc9kSbA2N53WwNdSzc9mSixoYUKlUvPjii/z73/8mPz//jGV27tzJ6NGjufnmm9m/fz/PPvssTz31FHPnzm1U7o033qBz587s3r2b++67j3vvvbdRz81TVVZWsnTpUiZPnoyPz+mjTPz9z/4QYTabmTt3LmlpabzzzjvMnj2bt956y/v62LFjiY6OZvv27ezcuZPHH38cjcYzomby5MnY7XbWrVvH/v37eeWVVxr1KD3Vnj17uPLKK0lNTWXz5s1s2LCB4cOH43Z7AmsNDQ08/PDD7Nixg5UrVyKKIqNGjUKS/txoG61Wy9ixY5kzZ4532dy5c5kwYcJpZcePH8+OHTtYvHgxmzdvRpZlhg4d2igoYrFYeP311/niiy9Yt24dubm5PProo97X33nnHd544w1ef/119u3bx6BBg7j22mu9wYX6+nr69etHQUEBixcvZu/evUyfPh1JkoiPj2fgwIGN6gowZ84cxo8fT1xcHAsWeCZtO3LkCEVFRbzzzjsAvPTSS3z++ed8+OGHHDx4kKlTp3Lrrbeydu3aP3W+/k45mzex5uWXsVRUNFpuqahgzcsvX/TAwKkMBgMOh8P7+8qVKzly5AjLly/n559/xul0MmjQIMxmM+vXr2fjxo3eoNCp6/2RHTt2sHPnTrp169ak9R83bhzffPMN7777LocOHeKjjz7y3nvV1dVcccUVdOjQgR07drB06VJKSkoYPXp0k9ZBcXFk71rEylm30VBV0Gh5Q1UhK2fddtECA3/k8ccf5+WXX+bQoUO0bdv2D9+Djh07xg033MDIkSPZu3cvd999N08++eQlqbtCoTjpy00rmb+mCqukwYlAYEjcpa7SZWnlgRrSKjRokBs978syiAnd2fve41R8MoWsVYtIjg0gKaZpAgIAfp0Hk/DEfEKG3t0k2wu55j5CR04l6ZbnGNf+Bu7vNp7rxrxCXp/hvB3lh6NzOVOn38i9N3RGnTIAk9yK60rquKugija6bG/a3Xa6PPoZ0jjxzb/VpuWYEzuAzkh99l6y351EYL8x5F87icelOhauOcxKSyppxPKbrQ0DtPtwlmZjra8kV6uivLaEylVfUPfbh0y7JowHb+6ASiXSNjqOT0eP5/EHUkg3t+egI5L/W2ukqLwBtSmAmLtOmWPJHEKROprQFq2Itx4EZFSSA5V89u+Cja4nINsavD09VX7BhF43tUnOu0LRlJTxnwqsee/izH260TLBt98lq8/lTKrLBWvpabPVe160I5Xu9vzssiDVZaPyS7rwnVqckFEJLYNBq2rSCYpb9Y71/pzcJRKAoEgz/560BABbvQuVWmT4A10Z/kBX3n98OSurynE8uBMcnq8FgnAy6n5C2sY8rHUnP5C3L0mnVZ9Y8m8IQy73h7c8Dahup0T6MRshE4LYZ4R9PQy43jwKbs8Gmx+v04lt/t8VX+AbZGDSHTH4+WrIyKgntKyW3W/+Qm1xHQUHaontEkBAgJZWd11B4brDFK46iMqgBUnGbT/ZoIgISCAaNIhqFa7jgQOv3x1T+Y5jxFzZ5gLP+OVLliQObjh3o+jBjWsJT0i8aKmERo0aRfv27XnmmWca9dw94c033+TKK6/kqaeeAiA5OZm0tDRee+01by9wgKFDh3LffffB8d78b731FqtXr/b2Yj5VRkYGsizTsmXLP13ff/3r5DDc+Ph4Hn30UebNm8f06dMByM3NZdq0ad5tN2/e3Fs+NzeX66+/njZtPH+ziYmJZ93Pq6++SufOnfnggw+8y1q1auX9+frrr29U/tNPPyUkJIS0tDRat/5zk3JNmDCBPn368M4777Bz505qamoYNmxYo7zY6enpLF68mI0bN9KzZ08AvvrqK2JiYli4cCE33ngjAE6nkw8//JBmzZoBcP/99zNjxgzvdl5//XUee+wxbr75ZgBeeeUVVq9ezdtvv83777/P119/TVlZGdu3bycw0BPwS0o6+Z49ceJE7rnnHt588010Oh27du1i//79LFq0CJVK5V0nNDTUG9yx2+28+OKLrFixgh49enjP/YYNG/joo4/o1++f99ktud1smz37nGW2ffwxMV27XdRUQrIss3LlSpYtW8YDDzzgXe7j48PHH3/sTRv05ZdfIkkSH3/8sXfU15w5c/D392fNmjVcffXVZ91Hz549EUURh8OB0+nkrrvuYty4cU12DEePHuXbb79l+fLlDBzoSfF46r333nvv0aFDB1588UXvsk8//ZSYmBiOHj1KcnJyk9VF0bQkyc2WeY+dJUmE5xvhlnmPEdt+2EVLJXQ2M2bM4KqrroLzfA/66KOPaNGiBa+99hoALVq04MCBA8ycOfNvrbdCofCQZIkx776DpSAaJBMzakahT97OG1Gnf69UXHzb04rpTuOR8Ccev3M3LiRY8IyoOrhrL4lXjGiSfdoKjiKIanQRiQhC0z0HiTqjtwf/sBZXepdvD42kskhEtFdi9tHipzcw/bbOlNTF8/3nmRhc2bRVlaBGZr89ita6AsRT2z7cLuzFmWC3oAJkVw2O8nx+PppL5c7u3GbaQGdtNnt0Zqo7bKfcpwthaTvROp3oNCpCnZ4e+aLBF7X5ZKe7kh/ewHJkKxHNuhBctweXRsAo2KnatoT6vQvZaw0n1eSL3lmLKaE13fqNIfLDB3A47YhGXyRLrXdbgtGMbKkDQJ/YHltW4/mgft+i4q4px5K+E23QX0/RrFBcDMpIgcucveTb0wICADTsOFNxxUUmBqSgaXkHYkRfBMFwhhInh5zJ9po/t/FqGzjcpy//aIdnwuKv9v3pPPh/hVqj4tlfxzBu5gBufqpPo9cmv3wV8XssUOFp8Df66hjzTF/v66ZAPYMmdWDSW1ej0XkeijV6NXe+cRWpvWPQN/NFCDyZD1pUi1S18WNdkI4ok4HWQX4Muacj5iADd/97EKMe7u4tW3C0ApfDTWVRPYLsOQ9JSSb8ksJx1VgwGlSEBmqQZVAbNIgaNZLDcz10/kaSx5+sJ3gCAgCyw316QOBM5+X4UEvFX1NRVHjaCIHfs9XXU1FUeFHr8corr/DZZ59x6NCh0147dOgQvXr1arSsV69epKene3vNA7RtezIl2IlUDqWlpWfc37kmMf0j8+fPp1evXoSHh2MymfjXv/5Fbm6u9/WHH36YiRMnMnDgQF5++eVGKX2mTJnCCy+8QK9evXjmmWfYt+/sE5adGClwNunp6YwZM4bExER8fX2Jj/cMLT61LuerXbt2NG/enO+//55PP/2U22677bT814cOHUKtVjfqwR0UFESLFi0aXTej0egNCABERER4r0NtbS2FhYVnvJ4ntrFnzx46dOjgbdz/vZEjR6JSqfjxxx/h+KiGAQMGeI//TDIyMrBYLFx11VWYTCbvv88///wvpVz6O5SmpZ02QuD3LOXllKalXZT9//zzz5hMJvR6PUOGDOGmm25qFCRq06ZNo3kE9u7dS0ZGBmaz2Xt+AwMDsdlsZGZmsn79+kbn/quvvvKuO3/+fPbs2cPevXv59ttvWbRoUaM5Li7Unj17UKlUZw3+7N27l9WrVzeq34mg3j/170PhUZK+6bQRAo3JNFQVUJL+942qOaFz587en8/nPejIkSN06dKl0Ta6du36t9dboVB4Ug6++cWbhBcawe35rLNq3Vj9GiipO/O8bYqL67ahKRxJGkta86v5LtjEUUw4ZU+zXJijDPF4cPjPfsV3utyUV58+0t6Wf5jCuU9QMOcx7CXZuP6G5/3BzQdwa7tRTO99D356X+/yMHMwE4YOo41cgfr4cTZEdcUZlujtFKlt2R2/HiMxxKQCUKhVkZ/aCUNCW9oHdgZETIJndH4SDiYXV/NjQy6ZzVqiMgcR32s06oBwNKFxRN/zDirjyf07yjzPFgVFnu+cakFmdNAhfI4uQyXZaa/NocDqeSZXmwORJTey2/O8Hzx4EsIpAQaH5eRzp7OmcZpG+Xf/n6D2V7JxKP55lJEClynZ3YD12JO4Sub+7hUV4Ebl8+d6ZyqahiAIaFrchgawbXwYqXzPmQvqAhF9Gzcc2Xe9grtwLdoO01BHDfBMHLyzEDbnQXwAHCmHICN0jYJuURDyu1QjlVZ4cKlnxMD9F/fhrW3/eNr2P3PDV02pBYBOg5vxyJcjsdTY+eH1Lbidbl5cNY7EdmEAdLmmOdVlDYTF+2M0e/IZvjy4C/s7VeHfugVr5uxj2+KjNCzOx3ZLHJM6JzOsWTQvv5dJXYWVjd8dYvgpx9m5dzi9+4dhqbWza3c13bsGgizjqrMiqFU4rE7SDtUSGamn3UODURu1xA3riF/zcHQBPhyZc+Ze6rJbOvNwh98RxKYboXE5slsamrTcX9W3b18GDRrEE0880aj3/59xIkXPCYIgnDWVTvPmzREE4U9PJrx582bGjh3Lc889x6BBg/Dz82PevHmN5jh49tlnueWWW1iyZAm//vorzzzzDPPmzWPUqFFMnDiRQYMGsWTJEn777Tdeeukl3njjjUY9sE8wGM4U4Dxp+PDhxMXFMXv2bCIjI5EkidatW/+pVC2nmjBhAu+//z5paWls27btL22Ds1yHPxOE+aPj1mq1jBs3jjlz5nDdddfx9ddfe1MEnU19vecBZMmSJURFNe5ppNPpzrtufydL1dknYvsr5f6sAQMGMGvWLLRaLZGRkacFiX6fdqu+vp5OnTo1auw/ISQkBK1Wy549Jz+bw8LCqDge9IiJifGOBklJSSEzM5OnnnqKZ599Fr3+wgO/f/Q3VV9fz/Dhw3nllVdOe02ZbPufzVJd3KTlmtKp98h/43uQQnG5akjfzpE1XzCypADRF96tHcQxE2gTDiAKIibd6WknFRdfXLgvk2/tw+GyCL5cvY+d/hLNMhOYJO9HRqRYoyHKZSe+c0qj9bKLannqo00E+xt46b5eaAU3tQc2MGuDlcOVaox6Dfml9VzVNZYWcQEM6n7qs7bnOfPNr3eyvXg//5rQjY4tLl4DtVal4dqWZx5Z6fb2thcIHTWVW1J7Ub7cSW1JFvpmHYm6fhoAsixh7noNPgYDYWZPXW/q14EgQxDBulYEudLht48xAa0rqvg8QsUXU/6Do6KA/LXzQZZwFGWibtbBs1+3xErzEGyVK3Boa+lJCEGWMnbVBhHRJRXVgV8od5tYbU2hpM1Ixva7GkEQiBw3E8lSS0P6DuS6k99VNac0+burSyh1m5nf0INodQWjjDuPH2FjKr1yzyn+eZSgwGXI1XAQy55+jXqdewhoI+9B7X8lKr+el6h2ihN0PV7FceB93MeO55BVm0BjBmsR2CuxrZ6IOvk2VP7JSFWHcBeuBbcNd8Fa1Ibu2Jc+gzs0A615EOqjSZ5QdbkFfkn3BAgeOX6N7+4MW/MhtwYyq+BohSe/3yVqpJ7x2y0cWJtL35tbYTBp8Q0y8nHm/ciSTED4yZzlAeGmRr/bGhx8e9cyBFFgyifDiYj2oyKvFk3bAGKSIugf4wkmqLWeEQYqtYjkdCNqPL/nL9vLlX0DPZMMCwIafyPOags1WaVozXpempmG3S6hM+sxvv8bokaNxqTDHB9C+Z4c76iBM/p9Q6JGRJCOBwyOc9ucp6+nOG864/l9yTrfchfi5Zdfpn379qel+0lJSWk0CS7HJ+BNTk5G9RfTpgQGBjJo0CDef/99pkyZcloDZ3V19RnnFdi0aRNxcXGN8jzn5OScVi45OZnk5GSmTp3KmDFjmDNnDqNGjYLjDaD33HMP99xzD0888QSzZ88+Y1Cgbdu2rFy5kueee+601yoqKjhy5AizZ8+mTx/PyKENGzb8pXNxwi233MKjjz5Ku3btSE1NPe31lJQUXC4XW7du9aYPOlGPM5U/E19fXyIjI9m4cWOjXtsbN2709oht27YtH3/8MZWVlWcdLTBx4kRat27NBx98gMvl4rrrrvO+dqL3+qmjSFJTU9HpdOTm5v4jUwWdiTHg/OZKOd9yf5aPj0+jtE1/pGPHjsyfP5/Q0FB8fX3PWOb326s4y0gIlUqFy+XC4XA0SVCgTZs2SJLE2rVrvemDfl/3BQsWEB8ff1rwQ/HPZvQPb9JyF8v5vAe1aNHCO/H8Cdu3b/+baqhQKACKf3gDy6FN+J/IbS6D2T+bsBQ3kzpPJMwURKy/ksbkUmoZksQHw15g8s9PkR5dw3/y+qL205EVegC124mtdBVXbLOTGtocg0bPhh3lVNfZqa6zU1hei8/Wz2hI28ANssBca1+qrGYe8d2E9oibT3f0I8jPQOeUMPTRLQkY8zwl1Ta2fJ2LJEukZVVc1KDAufik9iJUEFD5+GOI86QTDRo4Ht8OV6EJOPkZJwgi+tA4Tv32tLtoHxsbljMkagB+MUNwVhVRl70Pe2wUk1p6Ru0LogpEEdwSkvNkB6NtB4v5YbeL0UYdvaqrsWj8mVZ5Cw7U1JYG4WPpzI0+25hgWkdpTSbfv/8VrUUf/AOj0EU2p273b2c8HhkQ3E6221uR4QonwxXOlfqDyMYg/GyNRwC6bRe3c5pC8VcoTwyXGclVj2X/kDMEBEAdeiv6BCXf5z+FIKrRthyPU1AjBqSgjr4Cx8EPcWV86yngqMF14D1cog4kOxhCwSniLlqPK6A/7ohDILpxh2WgtqZC/Sm9bg0asLk8owMOl8P3aRBkgH5xnpECl7DXelTzIKKaBzVa5h/6xw25u5dnsf5bz1DAAbe2ocs1zXln16TTyk35eDi9hichHTzK3rd+Ifm2PlhLa7CVeXICnsghHdw2lqJ1h5HsLux2F/36BrNxUwXdO5iRXRJulwO31YGtrA5BdTwTmwCiRoV0pjRNx+lDzCSP7cW+t5c2Wi5LZ19H8ceCIiLR+5jOmUJIbzIRFBF51tebSps2bRg7dizvvvtuo+WPPPIIXbp04fnnn+emm25i8+bNvPfee41y7f8V77//Pr169aJr167MmDGDtm3b4nK5WL58ObNmzTpjKqPmzZuTm5vLvHnz6NKlC0uWLPGmsQGwWq1MmzaNG264gYSEBPLz89m+fbs3//9DDz3EkCFDSE5OpqqqitWrV5OSknLafgCeeOIJ2rRpw3333cc999yDVqtl9erV3HjjjQQGBhIUFMR//vMfIiIiyM3NveB0KwEBARQVFZ3W0//UYx8xYgSTJk3io48+wmw28/jjjxMVFcWIEeefu3XatGk888wzNGvWjPbt2zNnzhz27Nnj7WE+ZswYXnzxRUaOHMlLL71EREQEu3fvJjIy0puLOyUlhe7du/PYY48xYcKERj3B4+LiEASBn3/+maFDh2IwGDCbzTz66KNMnToVSZLo3bs3NTU1bNy4EV9fX26//fYLOncXQ2hqKsagoHOmEDIGBxN6ngGZi23s2LG89tprjBgxghkzZhAdHU1OTg4//PAD06dPJzo6+qzrVlRUUFxcjMvlYv/+/bzzzjsMGDDgrMGFPys+Pp7bb7+dCRMm8O6779KuXTtycnIoLS1l9OjRTJ48mdmzZzNmzBimT59OYGAgGRkZzJs3j48//vgvBx8VF19Y8574BETRUFV4lnkFBHwCIglrfmk77ZzPe9Ddd9/Nm2++yWOPPcadd97Jnj17mDvXMzJZaMJ5qxQKxZnV7lxGw6FN3l7KJ267Xtpcelz5Nn7m4EtZPcUpAo0BTO05kQOlR7juxsGoRTWTf/4X1uNzDqw6tpFVxzwdimS3isTmA8izZvH+vn08Yj0+ga0gM8G8FhkV4vH12hkKcKlrcNVrcbncPPpNPqWVFgZ1i0OnUzGiX7Nz1OriEgQBU2qv05Zpg8/+/eqEH9KWklGZjcVpo0dMJ4KvnkAwcOoTvyYgnOiJb1C1dh6lC17F1m0Y/l2G8fVyz5yD9bInzOBUm0iIC+ZITjXZuRkMM+bhlsEti4RX5eMJTzRgrSrFmrkbQaNHdtoQtAZkhydNk1VSoRc957yT7hhHnBFEqytpdsNkCvdsg6zGQQGpofoCz55C0fSUOQUuM9ajd4K79oyvuUq/xFW97m+vk+LsBK0f2jaTUUdfAYAmZRKari80vnU1ngZz0TcR3A5ARpby0KZMRVXSEk1Wt8YBARE4UArPr4UX1sGmPM/yBifckArtwqmtsDDnsRVsXXzk7z3gC9CmXxxtr4in/cAEUnvHnLWcVq+mZdtAtIKMq8FO2kcryVmyu1GZwPZxRA1oRUTflhjC/QDo0SOIB6ck4et7ekOjJ0WQ5zn+REBApdPgn/q7HjiCQGS/VA7MWtFosblZKGqjnn3v/Iq17Mz3p+LcBFGkVe9z95xu1avfRZtk+PdmzJhxWsqfjh078u233zJv3jxat27N008/zYwZM/5ymqETEhMT2bVrFwMGDOCRRx6hdevWXHXVVaxcuZJZs2adcZ1rr72WqVOncv/999O+fXs2bdrknQCZ4z2cKyoqGDduHMnJyYwePZohQ4Z4e/u73W4mT55MSkoKgwcPJjk5+azBjeTkZH777Tf27t1L165d6dGjB4sWLUKtViOKIvPmzWPnzp20bt2aqVOneienvBD+/v6njZo41Zw5c+jUqRPDhg2jR48eyLLML7/8ctZAwplMmTKFhx9+mEceeYQ2bdqwdOlSFi9e7J2QWavV8ttvvxEaGsrQoUNp06YNL7/88mkNs3feeScOh4MJEyY0Wh4VFcVzzz3H448/TlhYGPfffz8Azz//PE899RQvvfSS9/wvWbKEhISEP3mW/h6iSkXXSacHaE/VdeLEizrJ8J9hNBpZt24dsbGxXHfddaSkpHDnnXdis9n+sHF/4MCBREREEB8fz1133cXQoUOZP39+k9Zv1qxZ3HDDDdx33320bNmSSZMm0dDg6Xl2YvSK2+3m6quvpk2bNjz00EP4+/sj/k3vfYq/RhRVdL/5RNqn3zece37vfvMrf/skw2fyR+9BCQkJfP/99/zwww+0bduWWbNmeUelKSmGFIqLy91QQ/myj097F5GBZJuVugWvX6KaKc6ma3R7JnS8CX+DHyadD68M+j+6R3dsVEav1qHWQHKHetSRWRTVleI3fDKaYM8zrwDegECRRs3uZgV8vuV1ct6/j8IP78doKQIgJMDApBFtMBu1bDlQxNyfD1Jn+WvpOi+Fwc37E2UOZ0jz/ucspw2OxlXjmTOjfu9qst+7h0TWcL1pI2rcvGsZRrM7X+De69rRv2MUIwPW01kookHWIx+Pov0+PC87PXMEnggIAGTHjURQeUb2hqtqeNjvV8alNmDPO4Qma/3JlfU+6BM7ULVxAaU/vddUp0OhaBKCfCGzFCr+K0jOCiRrJoKop2Fv33OW1SfNQhs25m+rm+KvcZdsw12xD1VoZ45ojNQ15NE5rA9U7EWqyUSdMBJBrYcFabDueEoQ5/EGSlHwpAcyasDihKRAzxwDcf4Q7Wnw+HTaCn54fTMqtch3dY+h1f9vDSqSJZmSLek0FFZRuT/vtNfNCSEk3dwTtV6Do9bCvreXIrkkwJNaSNCIyCfOp14LttO/TAkqEY1Zj6PaM0dCUPs4gtrGUn20iNItGWetW0BqFEk39WjKw72sFGVmcHDD2kYjBvQmE6169SOi2fmnEFEo/i7PP/8833333Tkna/5fkLN5E9tmz240YsAYHEzXiROJ66GkLFQoALJ3LWLLvMcaTTrsExBF95tfIb7j+Y9k+qeZOXMmH374IXl5p3/nUigUF85elInKFEDF8jk0HNqEDLgkEY0o4ZIFVMgIAghaPQnTTp8zR/HPYnPZWXz4NwINAST6JbA7rYZmMSZaRoeyNGMtSYFxtA5ric1Wz4G50zA11KO1WXAJ8GJ8MBaVSKzVyX0FVQBIA6dyjBj6d4pBoxaxO93c9H9LcEsy1/VP4o7hrS71ITc5R1ku9QfWUbtnFUsMLtYG+BBjczI5v4rl1tbcdOtw/Ft2BuDAkk8w7vmFfJc/0erjvflFNUguRL0JyXbmkeiGFt2wHtl6/DeBkFFTUZsDKZ73ArLDdta6xT30KSofv6Y/aIXiL/jfaulTnEaWZRr2DkC256IJfwDZpQLRjXCWDmOS5fQ0E4p/HlVYV1RhXalw1vFCxmxkwFB3iCdjb6BZaJeTBbcXeoIBLYOgWzQ43BBugjoHhJsoX5nFt79m0DzAwNbXNhOTGsLtL15Byx5RiCqBFt2i0Oj+XK+0Ezn5AeqrrNRWWPnp3W30uK7lWScXvthkWWb2vgwOVVRze+tmtA8NJLxnMpJbovJA3mldAeqOlZExfzMtb++L1teI2qTDWWPF6hLR60RwulEZtRRZNMz6vx107OjH8GGN09LIbskbEACoz6ugYl/uuSccFgWCO/4ze/v+t4holkR4QiIVRYXYLQ3ojD4ERUT+bSMEFIrzVV9fT3Z2Nu+99x4vvPDCpa7ORRfXoycxXbtRmpaGpaoSY0Agoamp/5gRAgrFP0F8xxHEth9GSfomLNXFGP3DCWve8x8xQuDP+OCDD+jSpQtBQUFs3LiR1157zTvaSaFQNK36A+spXfQ2osFMaXAnggGnLKISPB2Y1MLJZw/Z6cDdUKM0SP7D6dU6RrceDsB/Fu4nc8s6Wpo2UNOqCyNHPewtt7lwH7MCAH8fXkwajdo3mHFqiXBTKIIAYRUV1B/cgFi+H8k3mOc/2cK4a1JpFuVHcmwAR3OraBkf8Kfqduqzvkty43Q72Zi7g7KGCq5PHYJWrW3is3F+CqryKfhlFhE+QUQNux9tSCyBA25FdruxZq0GoE4UKXObuMpwgIoFB9BMehef0CgqIwfx4mofBGTuj1xLVb0em0tL+1AHuGy4bVZq3DoCVZZG+7Qe3eb9WRZUVG9aiLMkixONbTZZRIfEqZnztKFxiMamSSupUDQFJSjwD/BbRh2LDtcypXsQx6qcbM6zMKlzINFnSFPy50ng9kQ27dkf4q4WkO06NFF2hDNcfUEX0QT7VPxddKIGH1FHvWTHKjnYVHuEldX76GpuTntTAnQIhy350DXaExQ4weKkKq2MqY+toqqoHv3idGwNTrYsOsqQuzvS87oUvq19DJ1B/afyv748+nu2LDzCw1+MpLqkgf88uIzASBOVhfVsXHCYzwseujgn4ndcTjc//Xs7wdFm+oxuxdq8Un45ntPvoz3pBNVYaVtmZcDQTvgmhFKbVQpAs5t6kPntZpChPrec8j3ZVB0qRGs2YI4JIqJPS44t2omlsAq3xcG6hZ5RGFWVjScJ1vgaQJZx1p3sIWCvONnDwBjuj6W4cU7BgDYxNBvV5eT8BIq/TBBFgqP+OC+lQnEp3X///XzzzTeMHDnytNRB/6tElYrwNm0udTUUin80UVQR0aLPpa7GBUlPT+eFF16gsrKS2NhYHnnkEZ544olLXS2F4pKQXA6yFn+CxuBDYL+b+WxJGpHBJq4b0DQjWCW7J4Wc09bAhvRKGpzdGWve4n1dPiUpmaA3IVyiRlvFXxPsZ0CvyccgOGg4tJnqqJ9x1ZQR2PdmWoYkEWQIwKzzIbLdQIwaA4nH18utLqC8aDPuw5sBOGirY7elBWafDKbd2plX7u+N3elGrz3/JsGsyhyeX/MOIT5B/Kv/FP614jXKGypxyZ7URQEGPwb/QWqfppKZX83Wg8UM6h5HoK+en5e9w1XZWTiBUrcby9Ht6ONaE9BnNMN2LCHW5qS5PpDi1qMITPsEq6zl1XkHGdBLYuHaDJKSY2kRG4gu/gpWzvmRyb7LoRIkQAXUyQYCOREUENAntMV2bC8ALklALbpoKMlFC9j1QRi0IrrqkkYBgdgHP0Zt+nNBGIXiYlOCAv8Az6wuwSXBY78VU1TvQpLhYJmNuaNiMGkvrIHQum8xlo1atKk+qMwNECBg3WRGE2M/razg0wld5L0XtD/F38uk0vNmswksqdxBjctCsaOaXfWZbK09ilpQ06lPInfdNLjxSpIML60noMJKryADPxfVY2twIqoE7rwxlZBvDpAb74++ZwyhsX+uF8n2n9NxOSV2Ls3A5fD0TrHWeVLrtB0Q13QHfg4b8kv5dX0Ge59fB9VO1C38+CA7C45/IU7w8yFlVyHhVjd5v+6l1S292Pf2ryDJOFwuEkZ14djincguiYLVh3BUe75or0kOpODoMSZc1RpWHsRSUMmV/YMxGUQ69o3EJ8qXhuNDNJNv6UV9QSU5P+06vYIC6IJMpwUFzDGBVB0uxL9FBKL6v6tHoEKh+PPmzp3rnXxToVAo/pe89dZbvPXWW5e6GgrFP8KBlUsxHVqBG1hXaUBMOwiqGvIMw4jpfuUFbVtyOajdtxZZo0Nw2hmp34dd2/g54tQxyuEjpiDqDBe0T8Xf67oBSWRHT0K3fxGGiAQql88BYH35EZb5CDza626SghqPxt+Qs513t3yKySUxXQBZUnHE5MJH7aIqaAMvrdvKoKS+tI/4c2mDDpdn0uC0Ul9ZQF51IcX1nrz9vjozdreDpMCLnxXAba2nat18ft1hYVllLNlFtUwM3MJVmVlUq0RUPv6IeYdBcmM7thep8xCC2l9N552/ola7SR58BW8VyOzPqUdVU0m9ZQ+ZZRIdQu301y1Br0ul/8Du2PdsQ+OysN0aQ5XkQ3hKB2KLfkSw12GIb0PY9dPI+M90qCnCigadAFrZgUXSkBk+iLYFCxoFBASdEUdJNu76anThSmYAxT+HEhS4BBxume8P1jB3dyUWp4R0/JNapxa9P+dUO1lytJabWvtf0L5sacuQapy4iyVUZpAtKk+40yWAtnEaE5Ve6Vn738isNnBzqKdH2ZrqA+ytP4ZO0FDlbmB1zQES9WFIyGhFNf39W3vS11g8Pdv9jZ63AJ1aZGDLIIbF+yLk1lC3tYDp9/3KpzlTMJrPf1K4cS9dwZzpK9m7MptnfxlDSKwvXYclk9Qp4qLPS1DvcLIhv5SP9qYj60F9Qyz+S8tYV1OB4/iEr9PaJbM3s5CqcF/CcqoJbxWDzs9I8sQBvL/pALuysnkgOASjy1PeUd2A1t+IK9TMb5WeRvwtwf4Mv6oNR+asJcBfw5BrIgCZhuJqIvp4JiY2Rvij8TWcMShgiPCn6mD+acuL1h3BWW8jrHsSsUPaX9RzpVAoFAqFQqFQKC4OR3k+Fau+wHZsLwY0WCUN1bIPSZUbSDF6ngNc6z6BCwwKuGrKcBQe9Y4EkGX4/SBv8cRyUUBlMF/Q/hSXRnzzRGg+Fclppz5tI47KQjRF2Vwvyyw1LqRTzNVk56jo1yGKyBATtfY6AGwqFZWykR/qelKenE1s5AEyaouhFnYXHeC61CHc3Oba867HFQk9Wba6mqyjKg6FiTzYYwLFdWVc0+JK1IIKteriPu9bc9Oo3bGUhkMbGQpsEm4kOtRE3p69BAC+kakExiRjObYPp8OKqDWgC0/E2Kw9gkpF7bYlVH/3HMdq+mMWrEzz/wUVIl9E3MTIsELsuYex5x/mmuk3UFKegDVrDy11pRzTNKd99ufo49pgiG+NuU0/RJ0BdUxrqC3ELDi80TdRpaZD/Xpcp0xIDCCodRTPewFUamLvex+1b/BFPVcKxflSggJ/M1mWeWJFEeuyG+cjCzGqSAnWklXlQAAC9CKdIg0cKbeTWeng6iQTavH0NC6WXd9Rv+FDTL3uwtjpJs8+pOMToooqJIun57LzmBFXiQ5ZMqAKsSC7QUAFx2epF42tMTSf9becA8XF09+/Nf38WjHp6AcAxB4sZsfKWezv1wxJrSJM60+KMRoe6Ykzu4Jcmw22FTGueyQj2oSCzUWtXs2ifaW4nRKS++z577f+dBS1VkWnQc28y0wBelwON+V5tbjsbsa/dH5fdDOr68iuqadvTBiac+R+d0sSH+5Np97hZGRSDEZB5P/Zu+vwKM714ePfmXXLxt1DBAvuLkVLS92pu5x6y6m7nrqdKu2p0JbSUkqxYsVdAiGQEOIum2RdZt4/NgRSKKfn9xaozOe6uEhmntHdJDvP/Tz3/fFVP1JT2Yrzti40mQUMahV+SeLWe0fT75UIblm1hVCPn4wGL57t6+gvwMJEExc8OB1dey5rKcLEZrWELEOpz0tXCH6ilmUMUSHYQqMRF27H0CuckeOiMWq1mBLDCXj8JI7vQdEX6wAQtWp0oUYA6jYVoQs34WlydLoGV1UwuBBMEyQjt99jnyOYakhQZgkoFAqFQqFQKBR/Sp7aUio/vAek4HO2Ch8GERh4BvbtiwgjWMTU3G04shTAvmcN2ugUdDFHj7KWPC5qv3ke2e8j5px7OmoByAEfgkpDGT5+irTQs9VFnNePLMB73jNQe1pwSFouMG8kQdWMDxWRFzyOLv73SVmkODVEjY7Eq1+gtHAj3b56HoDUjauRN6zm89ZJbN+Xw/O3jmBSl9FYtGbCZB2PlqzDH+lBZ26jsrWVeEs09Y5mfJIPX8D3q8dqbnOzaU8NA7vHEmbRA6DX6PHarICdnYX1nDt26G86b78UYE3pJpKs8WSEHz97gLt8L02rZqPvNoLq0D4k+UtoWT4LlSkMd9meYCOVBl1MGm/cdDrrDxzkQ9tQemlL0ZYbGFk+FwBL/8lETbzmF3uX8VQfQCOMwiS60OCHANx/USZNKzfjEURMOYMQNTrM3UfgrT1ISp8JxNWV4twPPkcLB0xD6KsNRWqqxuCqxS5qUUle2iQtFtGLXnbhry8FlQYCPkSdCcnjQHIE++UEUQWC8ryv+ONQggInQUmzlw+2NTEmzczSA22dAgIaMVgHtskVYEFhMOe4RSewaEYapTYvV82rwOWX2VXr4o4hkejUnTtMnZs/JdBYgmPTpxj7XUCgrZ76Nycj+5yEX/IBgZZgHnVVdDaoKpA9zYjmAKJBRtBGo4m5koB9C4YubyGojCf5zihOBEEQcEpeDK1upr+yClVARgzI7JuUS6Q6ODqkJVrF/fbFOO/1cM7QIQxwWyC/AY9f4mOPxNAnRnNp71jMocEPAD9/uYeQSCO9xwWnuu1YdpAnzvgSgJc2XU3WgGCR3ZEX9qCqsAlrlIku/Y6uT+HxB5i7v4yttU2kWk1c3yuLKruTe1dsJQA0ub2cl33sDwptXh8bKutZWlINwIaqBsSDdjzz9gMgrjUjTowjyWLk2VF9EQWBVeW1NHt83FrUSohPwt+eVTPLaESnUuGxOSldsB1jrJW7B3ajrNXBWZnJeFPjkWVwVdsI75nEBzNX4n1rP36VQPyV41CpRbpdOxZPi5PG7SUkTeqFz+6mctluKpdB9OAu1G0oOu7rFDUwA1EUqFnbfv4aFennDCI0S6nroVAoFAqFQqFQ/FnYNszD11hFyMDTqfzgbpClwyvbBxptXbWB4YZgHTPn+PtJ6ZlF8+qvsa35GjRaEmY8fVRaEXflflwHdwHgKt2NudswmtfMoXnVF+gSc6gedSbLQw1sNWm50RtLaWkbY9jIt4EB1ElW3GPuourgz5jTexCZkXNyb4rihMnzNZPdnuteRTA97XB9AY1xAwEQRZGe1VU0Lf8Pz6X1YEevwZRuK6JLYxNmKZyczImUxcTRP6EXAPWORrZX72FIUl8sOjMA//psKzsLG+i9o4onbjjc+X/b+X1Yua2c04enH/PcihpL+GrdFprLQzlvVA8Gdo/l9bXvs6FyO1q1jvfOfA69Rn/MbT01B2n++SvcpbtpLj/I/Q0O7k3cSIKzCl9jVUe72PPvx5genFm/rO47yk3xlLX2Y4y8B4zBQfuH1i8qXMnWql1c3GMioWot+uRuPBPdlYOVfYj0dUdUiehiUvFUFACgDo0BwJI7GkvuaFZvr8QR6MqgcV15f7NMzNw3cISbyNFWI9lqONS9r1JrQfIevhhZJvmODyl77bqOReaeowkbcR5qi1JXQPHHoQQFToLn1tSzpcrFkgP2jvRAAGmhahxeiTqnxJEDsts8Mk+srGP+/jYM6uDsgG/yW2l2BXhuQhyy34vscyEarJhH3Ypj/YeYBl8BgLd8K7IrGIVsW/kq4Re+g7twJcZ+F2L7/iy8+xxITWAacg265NsQtcq0pb+iK2LG8JO0CV+YBaGxDU9MOOn6GELUwcCPze/AFmgfwZ4iULbQRjygC8gUfLOXqGQroy8OFoNc83U+z184F1EUeCv/BrYuOsA3z69DVAmo1CIGi5b13xWQmB1BWKwZe7Ob+rJWygsaSMrp/P56fVsBayqDuQeLbG1srmnE4w+0z1eBeYXlrCqrxenzcUXPLoxMCv5RlmWZu1dspdbpJkKvRW4PIASSTSSdk05FmQ1hSPBYV/Togtg+b1Zd4kS7v42qUB2Wehcb8ttI7ZnABRcG0y01bD9Iy/5qWvZXM2BABgPMZvz1bYSkRQNgTQ/+f859Q3HZvfQal4rqiMBc6fxttBTWYIixkjK1NzVr9gFQv6W403VH9k+jtagWr+1wQNC2t5IeN56GqFEhqlSE9UhEH27+vd4CCoVCoVAoFAqF4gTzNtfQtOwTAHbuLSe9PSDgE7TY4gYSVb0OkOmpLcMvi7hlDbv3VWNa9RKyv70T0eel8sN7ib/8KfQJWbR57Bg1BgzJ3TD3HI3s92LM6AtA3dYVaABPRQEDDNdxVd8LCNFZiBBTCf042AEZmlCLt+8YxvZPghFdT9WtUZwgozKGM7/PLnIqygmtr0JGYJu2P5PSwjvaeGqCz6OqxhrcfjfT6ltRuTxQXID74H4G3fd5cNQ68OKaf3PQVs7u2n1c0/8iXlj9NmWOOMBCiFlLrb2eg83l9E/oRavDg83TzM76HSRED0MUDj8b19jr+eeSF3FtGQc4eOLARsanO5jcsoQxokibRk31m7fynW8otcZMHr56EEa9BgD7njXUffcygtaARx/ODikbgHxtLgmuwo5AmyY6paPD3+sLEObNRpOwnYAjkpXurvi1IVxy4ThMmcH3/Sc7vsEv+bHqQ7h59OV4KvcRovbTNycaiO4498jJ1+OuLMQ68PSOZQerWnj+0y0AGC7pR7iwkuH6/eAEu0OLsT2Rh6DWknjaJTQt/PfhF0ny4yrOI/b8mTgPbEefmI0pe1DHPVco/iiUoMBJYPcGuzylX2RiOWjzH7O9Xg2rSoIdtl0itAgI7Kp10+qRkH1u6t+eSsBWSfgl76PPGY8+ZzwALT8+hnPTZx370WWOwTZvJoLGgMoSgzbtSvw176HLGIWhy+Mn7oIVp9yE8N5MCO9NYPYlrKnaRr5/MzjLOOiuI8eYQIo+ipviJ9HksPNB7hI2mrV0v6QH9W1eWhDoNe7wKJWQKCOiKKAzaTBYdCx8eytNVXYy+8dxxj8G8vZNC9m1ogRjiI5J1/VlwZvBP5wF68p5t/AWaJ8hsLO+mRaPt9N5tng6T1m0+/zYfcGfize370OSZUYnx7KjrolaZzC9TqM7uI/zs1PIjQ7j69hwquubQZZJ2usiYWywBkLFvgaeG/MZUkBG/+U0nolvRu4dyZBB3dtT90BY1wSa9lRgjA1FEAXyXl9CwO2jy4VDCOua0HFe0clW7vz4zKPusyE6JBgUiA7BkhJF9KAu1G8rRvZJndqFZcXRuKO00zK/04NKryFhzP9W4EmhUCgUCoVCoVD8MXjUITgkLSbRS4p7H4cS/Nd6DcRXrgUh2AlgVbmRZKgNhBBbtwHZExwsZB0ynZb180CWkDwuVh3cwFubPiEzIo0nx99D9Bm3AlDT6ODVF77E6kjmLFMdAV0I83e0sHyLk+ty64nO1VOX1BOptZ7+U85An5h06m6K4oSy6MxcPOVeAHy2Ou54ezulDW5YX8KYfsHXPWL8FWjC41grOplXsASvHkYHDMgBP8b03ggqTcf+Qg0hYINQfQgF9UXsayxGjj/IVaMux62u4t4ln+HyuZmeM4mvPhMIBGQ2VpRiNqkZnTYEgJLqVmrratE4dbg4HCjwV5aiNYE2IBES8CLTRKJnN8trwpn51lqeunEYZoOGhbt/pB/g83p5tHkaYZER3H5hFv3STDT9+2sAXCoVDf3Hcuid/c7cXWzapCM9YQKWNC07ixo4qO9KQvbhQNikzNFsrtzJyJRB2NbMofnn2WgiEki64bVO9zSk7wRC+k7otCzUosNq1uJ0+4mPMtHv4slUf74ZVVs1xiNmBajDYjlWAuSAvRFLj+EdQQyF4o9ICQqcBLcPjuTmBVUcJz17Jy4/uJCINav5x+BIXt/QgFqASKMKyd1KoKkMZAlfTQG6jOEd2zk3fwFy+5hrlRaptQZ/TT4ALeVbARA0Bizj7j4BV6n4I1KZTPRPH8CgahtGlY5Mw+HUNCOs3QiYJVb2yePgjhoKJmcyYGomn/5iH7mjU3ln303oTRqqiprJHZdKeIKF82cO48npX+F2BDv2NToVOUMTEUQBWZLRnRbH8xt3s72uGUmW8QQ6d5TrRBGfJKFXq3D6g+9btSgQrtPS4vHiCUj8WFzJwRY7W6objthOwC9D/9gIZGQKGluCKwSB8q4GZi7dwqMDevDtW5uR2iv+pIdZuDApFL8kMyA2goBfYt3cvaTmxtDzlokAeNtcSL7gedRvL0EKSFT/XIDkD5A9YwS6UNNR9zdpQi7RA7ugDTEAkDKlN+E9Etk36+dgbQ8ZUs7oS2h2PKJKJOA/fA/ihitTeBUKhUKhUCgUij8zi8WILWkEpsplqI4oAZigbuko+nuoALAoQIamHlz1bPWkkj14GJERobgMRpo0ajQRkRw8sBYZmRJbOZIkIbbXWyvcspmr+QrJJNIm6TBHprBgQwUjfOux7sqnOk8EWSKk/xT0idmn6G4oTjZNaDQXTO7BwnUlnDsus2O52hJO+KiLiK/KQ1W9jf2Z3bh83L0d76cj3TXseipaqkg2R9O6awVTwnNwhoShNrfx7c6FHe30Gi05KSb2FDehsjSzZW8NlqWPEda0l/XOFPpri7lPUPGsppk2yYRO1LNZyiZCf4A+PhvmAAgaLW2GTHBAcWUL+zesIdpZwGJfPftiQpA9A3E26ckOMzJuQDIvf7GNfv4IEtWNGAIB9D9+hMMcy1Z7LLuKgn0EHm+AOy7qyfzVxcHZMUB5bRsl1a1c0vMsZvQ+B4DG3ZuC7R12/rNwL2aDmq+XFTJpSCozpnQ76r6EWfS8O3M8Pr+E1RwceJh5y6vUfvMijoL1wfsfkUDCFc9g3/0zEExdtM8biyHESkrP0b/ra61QnAiCLMu/sata8f9jfZmd2xbWHHNduA6aPEcvPz3LzLpyF02uQMey9ddk4CtYiH3FayAIhF3wFurI4KjuupdHE7CVd7Q19D0Pyd6Ip3gt+NsPoNYRfedqVKaI3/0aFX9OkiTjdfvRGzXHbddca+fKpFfx+yRufHMyU2/qz0MTPmPHT8WcN3MYU27qT9vKpbz7fBHu+DiKr0xE0Px60eAjTUyNo9XjY3175/9ZXRJZXl6L3esncMSvKKtWwwtj+iLLwRoDH+8+QF5DS6d9WTVqEl8pYeeyg5BiRHV/d2LSrKSGmEkPtXB+TgpfPbWGTx9aiSlUz6e1d6LRBqfxOaqaqVq1F1tBVad9pp3Vn8jeqdSW2Hjxkm+JTQ/j9o/O6JRK6EgBrx/ZH0DyBdBagymb9n2ymtYDtZiTI0id1g9DdMhvujcKhUKhUPyVzJo1i9tvvx2bzQbAo48+ynfffceOHTtO9akpFArF/1n5e3fhqyvp+P5QIKAhYKJEm0Vv/04CMmiF4CChHwODyczJIKvo8Ez/zWPOYGr/c5m1/Wt21+5jaFI/ZvQ5FwBbwRaavnmmvUJa+zFHPUbN5mUMcP6MXxBQyzIh/acQOfHqk3z1ij8yj9+LRqXulOrnWBqXfUzLhu8R9SZS7pzFvoaDPLHqVcL1Vq7udyGJIXFsWvkh6ZXlLDIYWLZjMC+FfYpKkHFLKvRisN+q2mflPccYGqXg825uDz09+roYtOAzkCXU4fG8LpxOU2MTM+U5iAKUa9WUGNSkDz2fxNjRWIxaiqtaeOqjTYTIbTwQ9j0a/AiAu++F3PeTFgC94OUf0euIi9KyPCuL0TljSbWmcNmji3C4fFw6KYcLTgsGyWS/j5Y967j7i3JyVQcZZ9jNanc2qxjEF09OBeD7gqWsLtnIpb3Pplfs0YEC2lMby14XAVcbKnMYolqLp+YglR/cA8g4R99Jl/6D0OuUMdiKP77f1mOn+P/ml4VfXZcWoe+oHXCkJQfsnQICuTF61CoB0RyFv74Qf91+nDu/JdBWh69qN5qEXMTQBLTZ49BmDMc84kbCL3mPqBvmd+xDE9dDCQgoOhFF4VcDAm6nj4//uZxF725DZ9BgDjcgCBAeH8x9//jii/mq9T5mPDUWk6+RZY98Rt4uL4WLSmF/W8d+LBo1E1M7F9C1atUkW4ykW82c0SWJwQlRHesq7S5aPL5OAQGAFq+Pe1dsY86+Mu5eua0jIBCq1fDo0J4YVCItPj/VY0IR+oQR0TUc1YIqql/LZ2N5PbMLSnhtawHGkGCk32DWIqoEbB4vD63ZwevllVh7JHa+CSqBsK7BZevmFrB3XQUrPs2jqrDxV++pSqtGbdR1BAQAMs4bRPq5A8m8aJgSEPibEQSh45/JZCIzM5MrrriCrVu3HtVWlmXeffddBg0ahNlsJjQ0lP79+/PKK6/gdDqPuX+FQnFsV1xxBdOnTz/Vp3FMJSUlCIJwSjvCZ82a1en3k9lspl+/fsydO/eUnZPi5Dvy5+S3/Mxs376d8847j5iYGPR6PZmZmVx77bXs37//JJ2xQvHHJGqDzxcBUYstYOiomWbDgiN5OHc1X8p9LZfiQ0QQYHC0k5+21UJ7muEtgWR6pY3CrDUR01BHXH0Ni/Yvx1tXhs/nY0ujBSkiHW1sOoHU7lhHXsCo4T244I5/8PPAkfwrKYxZcVYYMu0U3gXFH5FOrf3VgMCuonr+PXcX1Q0O1JZgP5HKHIYgiOREZfDh9Bd5Zcqj9I7rzuzd3xO2ZzPa+goGN9WCxsM2bwoBQUSbOZjSkODzfpymhUvM6+mWFk5UmIG08Hgu6jUddVh7vUCfh/Lw75E8zYjt3WCJXj8jWtwkLPyEul2fcvdrq3jig41IkoxNNtMw9iFqu13EOncmW7fkM8G8lxCVh9MjS4n3lSFUFVG2OZ9H3l9LaU0LhvZBfwZ9sGN+8YZS/vHqGnbTBWtcEqcZ8jAIfkbpCxjW63Da4HkFSyhtqWRx0c+/ej8FQUDUGdGExiCqg8EJXWwa8TOeJO6SR+kxbJgSEFD8aSjv1JNkWLKRmwaEI4oCKVYNmytduP0S3+9rY2uV+5jbHJp+qBHBJ0Fk0zZqXzwf0RzsPBV0Fhxr3sHx85ug0kAgmMbFa6sEtRZ/QzGtC59Em9inY5++2n14y3egTVLymimCCl1VvFqxgAxDDLdFTaRty2ZMPXqgsYby00c7+PqZtQD0HJ3Cm7uvp2zuQnTOIr54tJrB3R3EjxwA5hgCTifpofUkWxoJ75nFkLP78GlRCWqVSJvXT4vHR6+oUHbW2wjRanh9/ED+sWwzzR4vn+YXc+/A7uxvakUGcqOs7KhtxCfDL6cy2bw+lpZWH7VMksHdnqKoqZsZVbceXCBG89b0bwBQ9wkn0C+MleW1nH/VQLIGxhOZFMLcx5ZjMrjwxWrZEKpjzKAYluRGM2FXHaIokH3pCJoCfj7fUkiXcbH0Hp9GbHoYCdn/W5FutUFLRM/k/6/XSvEbSQHYux1sDRAaCV37wCku6vTRRx8xadIk3G43+/fv7+j4//DDD5kxY0ZHu8suu4y5c+fy4IMP8sYbbxAVFcXOnTt55ZVXSE1N/cN2cCoUv4UsS9gdlfj8DjRqE2ZTAsJ/GbWm+O+8Xi9arfb/tG1ISAj79u0DoK2tjY8++ojzzz+fPXv2kJ2tpJ84FQJSgNWFq6m2VRMXGseIzBGo/iCFCX/44QfOOeccJk6cyGeffUZGRgZ1dXV8/fXXPPTQQ3z55Zen+hQVilMmctJ1tG1fiqbrKNbt9pOlrSOh+Fu6NFRgLf2CuUxBluFnd1fG6PdiacqnRU7lLc90GlwCjZKFyBWzGBFmZPSOjfQDHFEhVLx3B361kTXNfUi3FOMD/hNnJUKdwow1c/DUFOPQusl2evE6rRxcPpeIadcgqJSuHkVQ/Q9v4jywnahpt9IUGU2bx07XqGCqoZc+30Zji5vGVjf/vOJ07KGZbC33sy1vFX6vQLIhi/5dg5351fmxrLT1Z7xlD1ljZtCrajs7qwMMqJLgwDpyz7iVpkXvovK66TdmFII+hVe/3M68n4sZ3TeJmDPuomr1PKIGjiO3dA3bItr4qHokMSobk427Os63vGAdNkc8IKLBzyj9Xg7sLydGHcFQfWGwkRYmpgcwyXY8leBXa8iv7o/Xb+TrZYW8fMdoapociCYbd304h7JCHW6vxPzVxYzsk0j5yhi6qKrwx/bgpnN60bp9Ke6KAi7IHM+q6p1MzRr7P99nfZKSHljx56P8pThJREHgyr6Hq8GPTjPzwLJjpxM6TODlSbGYSpbi3zabWNs2JAJIjiYAZJ8z2PkFHf8LxnBkZxP4vTR/eTP4PXj2rzy8S6+dxg8vQLTGoUsbjHXqYwhq3Qm4YsWfxda2Yhr9bTS2tVHw5R4cc77F1LUb3T+cRdbABAxmLRGJFvJWlpL/wxb6VH2CSeNF12alfnELzR9Y6btoKd66OswaD1d0X0fXt6/C0i2Zqd2SeXzdLrbVNiEh0+zxkWY10TXcytbaRvrHRrC8rIa+MeHsbrDxY3ElKlHgx+JKjGoVYVoNtU43OlHA84tK3YNjI3D4/R2zBR5fn9dpvQB07xdPXLdIahwuNNlW9GoVoXotUUY98YMTWfl5Hu795aRmW5hS6SOqRxI+SWarKLG7Rzj3DelJSGIUj6/dyba6ZlYAH80/jzC98jPzh7VpOcx6EZrqDi8Lj4Yr7oaB//uHu99KkiRefPFF3n33XcrLy4mJieH666/ngQceACA0NJTY2FgAUlNTmTBhApdffjm33HIL06ZNIywsjK+++orPPvuM7777jjPPPFzYOjU1lTPOOIPW1tYTdv4KxYnW3FJERfVKfH57xzKN2kxi3GjCrF1OyjmMHj2anj17olKp+Pjjj9FqtTz55JNcfPHF3HLLLcyZM4eYmBhef/11Jk+eDMDKlSsZM2YMixYt4v7776egoIAhQ4Ywe/Zstm7dyp133kllZSWnn34677//PkZjcIbYokWLePLJJ9m9ezcqlYohQ4bw6quvkpGRAUBaWjD1Y58+wYEbo0aNYuXKlYwePZrevXvzyiuvdJz39OnTCQ0NZdasWdD+O+Hqq6+msLCQ7777jrPPPptZs2axZs0aZs6cyZYtW4iMjOSss87imWeewWQ6uibOIYIgdPxuio2N5cknn+TFF19k165dxw0KzJ8/n8cff5y8vDzMZjMjRozg22+/BcDj8fDAAw/wxRdfYLPZ6NGjB8899xyjRyu5df+budvm8o/Z/6CiuaJjWWJYIq9e+Cpn9z37lJ6b0+nkyiuvZMqUKR2vNe3v5UGDBnWkg1Io/q50ManoJl0LwOUp4K0zUba9CRFweSXOM25gsSuXXd5kxhv2oELinwNthIy6lIKv30FwlWMqa2C9zYBXAFEG0Rn87Kf2O5EQKZST0Ic5OICFkp98TBO/AGCkRovJ50WW7Qh7KllYVI3eaGLgpEmY03NP6X1RnFqyLNG2ayXIEk27V3GftwhfwMfdw65nYGJvemVGsWJrOX2T9dQv/Dc/7A7wQ00CorUeqTUc5GauPqM700d1wdViYJcni5aEITybO5wnc8fgqS6m8qP7gseqKUat0mDKHYrktpOVKBNi0hJi0hIbaeKF/+xl2740QvaUM1Su59HYFmaJ2Sx2p9IY0cIlrlJEwNsSTcaASk7TJlK9bzWjvOXIFcHne4lg4n5RAL8hFHN6X9pqD7LMqqVviBNjbSXdMtMJtegItei4Zc77lO7JBiSiQg2cNboLX/20n6KWcXSP1/DMNVPxtzXT8OM7AHRvqmHC5U+d2hdNoTiJlOFZp4g/ILOkyH7MdVkRGkb71nNFw6u8+tNu4re8QKJtM+pDkxAlX/v/AQz9LwZRA7IECJiHXYcqOqv9IB7QGNB2GdH5AJIfqbkc17avce2cd0KvU/HHd1pYL4aEZHNp9CiM3uBIe1kO/p81IJ7Zzffwr41X8eYNC1g+v5b1NZn4RR2JlmBnvL+lhb033cDOFSspPfMCdF0yUVutHfu/Z2A3Hh2Wy9D4KMpaHRxscfDjwSpe21rARd1SmXPmSE5LjcflDyAD/vbOf6c/QK3TjQBHBQREYENNI3kNLfxaYi4ZyHPbuXzxOahe7ovbLOLwB6i0u3h7+z4K99TibPOwfEUDCxZUE9sthbsGdGNgXAQTU+MY2SWBFimAzeMlxmTo2K/D5//dXwPF72TTcnjp3s4BAQh+/9K9wfUnyMyZM3n22Wd56KGHyM/P5/PPPycmJua429xxxx20tbWxdOlSAD777DOys7M7BQQOEQQB6xE/VwrFn0lzSxEHy3/oFBAA8PntHCz/geaWopN2Lh9//DGRkZFs2rSJW2+9lRtvvJHzzjuPoUOHsm3bNiZMmMBll112VLquRx99lDfeeIN169ZRXl7O+eefzyuvvMLnn3/OggULWLJkCa+//npHe4fDwZ133smWLVtYtmwZoihy1llnIUnBv6+bNgWL3f30009UV1f/zyl7XnzxRXr16sX27dt56KGHOHDgAJMmTeKcc85h165dfPnll6xZs4ZbbrnlN+8zEAjw8ccfA9C3b99fbbdgwQLOOusspkyZwvbt21m2bBkDBw7sWH/LLbewfv16Zs+eza5duzjvvPOYNGkShYWF/9M1/t3M3TaXc98+t1NAAKCyuZJz3z6XudtObVqnxYsX09DQwL333nvM9aGhoSf9nBSKPzLHvo2IvuDfkkRVM8P1+znNuItadQzbjEORAXnfz/jXfEJc8zZi3fVYAjI9XDqetE3nGYaysnsuvsh48kw6SjNLqMiwEDntJhz1adhssWz3pKAOjQFTQqdjZ7t3k9q8kdq5L52iq1f8UQiCSOTk6zDlDEbXb2Kw2AUgtT/v33FRX755dhoDhTzati1hvHcZBsGDqPGCHOwuXL65jFueW8qEqCp6RXlJjbN07F8Xl07iNS+SeM2/cJfsRna1Yc9bSevmH9Hvmc+nj03i7fvGYTZocLiD/Vjd/XuYbNiJsaWE64xLiIypYE+Ci0K1BUkWKHHHM/LgJrLy/sMwfw0BWcAjB8cziwRrdfhkkY/KtGh6jOeD3j1ZFWZieutiztSsx7/1BRxl+WytyiNanQRqDwYDPHbdEAb3iOPyKd0Y2D2Oi4ZE4DywHZXRjNCeBqijOrhC8TehzBQ4RdQqgcGJBjZUuI5a5/bL/KPxaVSSl9D6NmTBB4ZQNNFZqMOScO0IpkNBa8I65WH8tQX4yrcBMm1Ln0UwJ0KzHvR+LIPvwln0+bFPQhDQxHc/wVeq+KOL0Fi4LSFYWEe6swehw0dg7tGzY71KLWIw68gdm0bB+gpG3n8eXVIlyt79N1J9LdqYWOrz83nrxrPxabWcVl5ByOzPSbtvJgAGtZre0eF4/AH2NLTQ5vOxraaJBIsRi0aDIAh4AwEGxkXy4JCefLX3IPtthzuOjgwHTO+SRElrGzvqbMdc/0tf7itBq1IxLCGKshXllGfpAVheVsuKzfn4nskHoL7OzXRrcCaPw+fHrNWwt7GFpSXVdI2w8vSI3uxrbKHJ48XjDxx1nEBAwmFzExJhPGqd4iSRAsEZAsfz8b+g/6jfPZVQW1sbr776Km+88QaXX345ABkZGQwfPvy42+XkBKeYlpQEi9IVFhYq6ToUfzmyLFFRvfK4bSpqVhIakn5SUgn16tWLBx98EI4I5kVGRnLttcHRnQ8//DBvv/02u3btYvDgwR3bPfnkkwwbNgyAq6++mpkzZ3LgwAHS09MBOPfcc1mxYgX33RccLXfOOed0Ou6HH35IVFQU+fn59OjRg6ioYCrIiIiIjpH6/4uxY8dy1113dXx/zTXXcMkll3D77bcDkJmZyWuvvcaoUaN4++230ev1x9xPS0sLZnOwTpDL5UKj0fDuu+92zGg4lqeeeooLL7yQxx57rGNZr169ACgrK+Ojjz6irKyM+Ph4AO6++24WLVrERx99xNNPP/0/X+vfQUAK8I/Z/0A+xqcaGRkBgdtn386Zvc88ZamEDgV1Dv3tUigUx2fpNY7Vy9ZR6Q8lWdVIpqaGfd54NH4HXeMNCO3x8O93OxlijCbEpEYTGsPulgxaqozQbCIlKQRt/3P5fMkzXFRdR25NOSU1xagikpFaIphtySR+5Jm89fEKHgs72NGfKQjBvl9djJK6VAEhfU4jpM9pADw7YSatHjvdDw0kBTRqEUNaLi2bf0Qbm86lw/sgWWr58JtSZI8Ju9tPP9cGskp2kihpeWDt+Zw9OpPo8OCzrzY6BYDwsZfSunUxAVcrnspCDCndEQQBf8CPKIo8cMVAtueXE7/sP0ecnYxBbsYBfJ+dRA/PGQytnkOxRmax2cTwJh/P287Cp/VwrmkzfahDADSChKcebn95FRrNQMYMycRW8gMGHHRtdVDzn4f4LDGMkuIx4DeSGBdKUkwwmJERKOSG+D20rlhMDTKxF/wT09S7aFz4NoI+AlmWEX4RHJDcDgS1FkF97FqMCsWflRIUOIUeHh3DPYurKbF5cfiCDwEaEcpa/BQacsl2bKG/ax0yfhBUWE67G3/FLjzWeKSWKpAC1DyVi/m0+5EDfvxVwTxs2tgcvGv3QSCA+twsxEprR6EjTVJf/A0HkF0tCIZQnDu/wxAIoE1UphUqQNTpCBsx8ujlosBTP12Kt6mJnWefSYnHQ+r9/yR83HjkQIB9zz6NTgAfYNJpiRg3/qh96NQqbu4b7PD0SRLq9sKGz2zIY2N1I5d1Sycj1MzB1l8vprqirJqII1L3qAQBST7WI3SQxy/R5vVT0eKgtLIFMetwp4gcZ0A1exiqSheJn1aR0SfYKfNRXhE/V9R3tNOrRPY1tVDc6gDgre37eWBoT8KPOI+HTvuMXStKuOXdqUy69tdHVypOoL3bj54h8EuNtcF23fv/vofeuxePx8O4ceP+p+3k9pE6hz50yvLxQlwKxZ9TsIbAsWdGHuLz2bE7KrGYk074+eTmHv68o1KpiIiIoGfPw4HwQzN86urqfnW7mJgYjEZjR0Dg0LJDo/9p70B9+OGH2bhxIw0NDR0zBMrKyujRo8f/93X079/599jOnTvZtWsXn332WccyWZaRJImDBw/StWvXY+7HYrGwbds2aE8P89NPP3HDDTcQERHBtGnHLla5Y8eOjiDKL+Xl5REIBMjKyuq03OPxEBER8T9f59/F6sLVR80QOJKMTHlzOasLVzM6+9SkYVL+RikU/xt1SASq025j/dL9LHJ4kSUJk+jikYh5aIu8+ASBRsnIQlsO39t60D09ghsmpsDuzaibqhGstXy6q450Uw7nxF2DunwWUIkXmUHZyWyxrCbJGo/JoCFM5SQgC6hUKtTxOfgrdiMI0GjKYNdP25k4phcqlZIkQgFJ1vhjLjek9iT1nk+Z9WMec7/Px2rWMufRC5Bk2Li7htLlBeABn6hlYLdYIqxHDzYwZvTBmBFMiyj7fQhqDcVNpTyy/CWMGgP/mvgAXavn42h/evcJKjQEmKTNZ0VTFCNb6uht/YQyrZtFEcEBC3ssVtqEFlRRlQheF4ItOChwoTOXGnUMrobgM3pMtZqX6qbRTVPF5ZZgkeDEg/GMETaw2tCbYX2Dn738bc3Uzf3XEWctIGh0rJ6/iD5eG3LhGlwHx2JI7YHQHoR3leVT/fljqC3hJF7zEqLOgELxV6EEBU6hKJOaWWcHH4Cf+7mOijYfBrXAihInb8c/xquF09CoRAgAcoC2JS/gK9t8eAf+YIFi+6LHg9+rNJiGXYdlxI34R1Yj29vQdu+Ftlcv6l8Zg+RsQh2eQujZL+JY+x7uwtU413+Ic+MnhF38b/SZSq5XxfGVv/k6sscD7QEEdfvowh7PPMfrbg+1tfWkj7wHbcTxi/BqRJH3dxWysqwWV/vI+y/2FgMC/l88dGpEAV97+qAWr58Wrx8VwR+LwDEeUIUjZg942zthesWEUTra0blhojGYlzDNRNlDmTyVt5f0UDN59S0dTeJMekpaHRQfMXPhgK2Nq+et5b70DAYPCI6KKNxSBUDRlmo4dj+J4kSzNfy+7f4HBsP/7YPh3r174Yjc4llZWRQUFPyu56ZQnGo+v+M3tPrt7f5/aTSdR3gJgtBp2aEg3aFO/GNt98ttDi07cptp06aRkpLCe++9R3x8PJIk0aNHD7xe73HPTxTFozpffT7fUe1+WSfAbrdz/fXXc9tttx3VNjn510eKiqJIly6Hazrk5uayZMkSnnvuuV8NChzvd57dbkelUrF161ZUqs4j2g/NSFAcrdpW/bu2OxEOBXoO1dVQKBT/3dRh6Uwdls6BShurf1jE0Awj6k3BVKSbu2TxXZtEoEUNEuw92MiLaxdR52hE0x5z9jVHkrcxiTzKUTOaaT2aGTJhEONjc9hZu5eM8BRC9SHcNS2JwCoZJD+xU6/FXboHW3kxgbylZAnzySvtR8+Lb0FlsBz/hBV/aw3OJhYW/QRkIIqgUasQBIFRfROh7224KieiVau4PyoNlXj8IFOtq5knV72GJMt4Al48AS8bF7xKWsF2RCAgC+R74uilq6BWr+HChmaiRAdyE4RrdYSHmPEIApPqS/gpoYEqvYYtThU9bSINkpXe2lJy1OV8aOqKWh9FoDUVL80YRTcVmFllz2WSIY8oVRvRKjvrVjkoa9agkQ5n6pBkWK4ZhWbRbqrELKy+IoyCG754nJq4JIZeFazv5K0rhYAfv62egKtVCQoo/lKUoMAfREmLjy1VLvrF6bkrdg99DfVEn7kOQa2l4Z0zCdjK8dUXgaACuX3cv6gO1hJozwdHwI9l1M0Iah2alMOj10SdmfAZH+MpWo2x73mIpnCM/S/Cue2rYAPJT/Pn1xFz72ZEQ+ec1XkVeby2/DVmDJ5BYlgiiWGJaJQpU39L9vx8GhctBECXkkLkpMmd1hvqa7FfcSm7ZJnuH32MIS39V/YUtKq8FrvPT5RRR73Tg1GtQhBFWjydOz8CkkyKxUhpW3AGgVoA/y9iARpAFoOzBiQZ1IKAz+VH+qIUIVrHjgsMaFQqfL/o5DlSQVMrBU2dC7lWO4KBt6/2lRKqUWPz+UEQkLUCa5YUMXhACs4aG7c+O4yScg9n3jn4V/auOOFCjx+I+p/b/Q8yMzMxGAwsW7aMa6655jdv98orrxASEsL48cGZNRdffDEXXngh8+bNO6qugCzLtLa2KnUFFH86GvWvF7n9v7T7M2hsbGTfvn289957jBgRrOu0Zs2aTm202mDu2kCgc0q6qKgoqqsPd/wGAgF2797NmDFjjnvMvn37kp+f36mD//9KpVLhch2d3vKQ3Nxcli1bxpVXXnnUuj59+hAIBKirq+u4dsV/Fxca97u2OxEmTJhAZGQkzz//fKdCw4fYbDalroBC8SsSqGNkw9fQAOLws9jZWkm/QWcx1RLDhu1NvPv9DuTQcjRi5+dsq5xAffuQJz8CdVGhdE0IjnjuF394llvy0NNoMwioTKFoIxPRRibSVvIyVsGFIEBIzRYaV35B9OTrjjq37wuW0OpxcF7mOFSBAGpL2Em4I4o/ove3fIEcU4hZX8dVYy44KoXO5zXbWVy0iqFJ/bh96PGfeXbX7afO0QiARlTjk/zojnhvSch4UbPVn0xFRgzWxiqicGCXNDSpIri3tAq5fcBfo9uAt3sI++sM3NXUg0G6Yi42rQXgSXkdS/VG6rXBzySnG3ZgwkuctYw8TyRjaSNKbOVMVuHfDf72AYQCUBBIYn5zMtTBJaNiaGo0k64LZgxwN9fg9LnQq/Rs9GUR3/1MUrMy0IQev2acQvFnowQF/iDCDMHRVBFyM6O23QmALzkVXdZYdNljcW78GFzNhF81m6ZPrwavAyQ/gs6M7GkfxawzB4sOH4MmrhuauG4d33sOrAnm4D5Eko5ZVOXOr+7kp70/8f7q9yE4uYqBqQP5+b6f0R4qxqL405M8HspeewVfUxPxl1+BKefoNAOOvfnB9wngqajA19qKJiSkY72vsRHJHexE99Y3HDMoUGV38sGuIrpHhnJD7yzWVtQzMn8zB5YuY/7Zl+NVqbGoVbQdkbdfAkJ0WmgPCvwyIADQOzacPtERvLsrmO82zqyndMEB5PmVwVkDIxN5eHIuD63ZeczrNyHi4HDAQCOCXwKdSsQdkLD9IlARsqCGs+8Zx5vb99F7cQGlWoHug2KxRv11OrX+dLr2gfDo46cQiogJtvud6fV67rvvPu699160Wi3Dhg2jvr6ePXv2cPXVV0N7Z0lNTQ0ej4f9+/fz73//m++++45PPvmkoxPl/PPP59tvv+Wiiy7iwQcfZMKECURFRZGXl8fLL7/MrbfeyvTp03/381coTiSzKQGN2nzcFEIajRnzL4ok/pmFhYURERHBu+++S1xcHGVlZdx///2d2kRHR2MwGFi0aBGJiYno9XqsVitjx47lzjvvZMGCBWRkZPDSSy9hs9l+9ViH3HfffQwePJhbbrmFa665BpPJRH5+PkuXLuWNN9741e1kWaampgbaawosXbqUxYsX8/DDD//qNo888gjjxo0jIyODCy+8EL/fz48//sh9991HVlYWl1xyCTNmzOBf//oXffr0ob6+nmXLlpGbm8vUqVP/p3v5dzEicwSJYYlUNlces66AgEBiWCIjMk98oKWlpYUdO3Z0WhYREUFSUhLvv/8+5513HmeccQa33XYbXbp0oaGhga+++oqysjJmz559ws9PofgzEnVGBJUGWZb5vu0ga5xVJG6dzUuTH6ZPtpqInIO06IuIMXdnZMpAvtj9PQBtxiIgDhBQJ+2nf9djz9IRRBUh/SZ2WuYr2Y4ggEdWoxP87GjQM+EX2x1oKmXutm+4ttxG+Q+fIgDNQhjhU28ivZeSEvWvJK+2gBV7lnKaMZ7sfqcjanRHtWmuL+WpA3WoqcO8dzVkdX5uqnMEZ1zX2n995vU3ywvJO9DAZVO7MjZ9GAa1jjWlWxhcU0t80XJ8YbH8WBXDRN0eBuiCddV2V7SwuHskDXuTmCSWo3XWIAvBjvtqfwjb/V2ZYJ3IWioowMYOTzJjEuzENu9EEGBwi5vAmTG0UMOqvdmExhzgpxgvhoCbgSWgktWgMaPztSIiUeUPJ0HdhFkjYRHdyEhE5L9Dui44QLBGraV1xJnsLmxh9pJNtFSWEqVu49ahuShzHhV/NUpiuT+I3rF6NCJEWEMQQ2IRzZGoY7vi2PBRMCCg1hFy+hPoUgYc0ZkvBAMCogYMoUTd+APCf5nGdYgmtjuapH7osoMfDYSQGATN0dOgJvfoPBpcRmZjyUYuff/S3+GqFX8UtrVrqJv7Dc0rV7DnmqvwVFfja7Gx95Yb2Xfn7QScTqKmng6HUgEEAjgL93XahzGnK4k330r6o49jHTiwY3m13cXMVdt4c9s+FhyoYGttE5/sKaZfTAT3DupO6NZNePQG3Co1EmA9Ile/KEDXCCvnZqegFQ8HrcL1WswaNQNiw1EJAptrmnh3VyFalYhKgBt7Z5MyIBaMKkgxcv6wLBIsxmP+wpNrXeTMqmZS6uHRd5F6PTLgDnSeWSAAwxw6Zr17AYVaH0tLqlkYpeObtBBew/17vBSK/ytRBVfcffw2l9/1uxcZPuShhx7irrvu4uGHH6Zr165ccMEFnXKSX3nllcTFxZGTk8ONN96I2Wxm06ZNXHzxxR1tBEHg888/56WXXuK7775j1KhR5Obm8uijj3LmmWcyceLEXzm6QvHHJQgiiXHHT0+YGDv6pBQZPllEUWT27Nls3bqVHj16cMcdd/DCCy90aqNWq3nttdf497//TXx8fMfsoKuuuorLL7+cGTNmMGrUKNLT0//rLAHaR++vWrWK/fv3M2LECPr06cPDDz/cUez317S2thIXF0dcXBxdu3blX//6F48//jgPPPDAr24zevRovv76a77//nt69+7N2LFjO9VT+Oijj5gxYwZ33XUX2dnZTJ8+nc2bNx83jdHfnUpU8eqFr0J7AOBIh75/5cJXTkqR4ZUrV9KnT59O/w4VlT7zzDNZt24dGo2Giy++mJycHC666CJaWlp48sknT/i5KRR/VmpLBOrwWES9icz2Aq+5sV2RJJl7XltNbV4GGZ7xXNn3fPSaw7naBZ0DTcYOtImFnDY4nvEZvy0wKAd8mLoORZ+ay3+Es3iw+TzcqcOOahdrjiJXMBHn9yO2P+uEy80E5j+FHPD/jndAcap9unMuudvWoFv2OQ2L3gVgRfE67lz4OD+XbATgqrj+HaOGbfu3HrWPazInckX2ZP4x9OpOy23r5lLxwT20Hshj1oJ8thbUsWxTFTcMuJRhyQNo8bTS1xZME6lprqVaikUvBt9fDqOZkYMu5DZ9KpPkcgAkUcMXqUl8n96fyvC+3KZfhmH5i0ywzydTXU2X9FgiTr8FF8F+A7PeTN+E7kSKyWzxdkEWg8H1gAAaBN6PCUO8/B4eTUpkpmoYX0VOxCNrSJYruT/kW56wziEt0IoAuEMjib/gHqYPvJB/f5tHaXk9d4b8yHXm5aj2rzhhr49CcaoIslI16g/h1gVVbKhwkhCi5tsLkpFlGVGlwrHxP7T++CiiKYLoO1cjqHU8+fNDbKOJO4qr6HJwF5bT7sU8/PrffCzZ66L2+QHIPhfmMbejzxmPKiQW0XjsqYKL8hYx9bWpSEeMpJ6WO43vb/3+d7l2xannra8n/9qr8NbWImi15H71Dfa8XRx4KNgpkP3qG1gHDuTgC89TP3cOAJnPv9ipKHH+dddgz9tFwjXXkXD14emEX+8r5bP8gwDM6JbGT2U1dI8I7Sg6/P2WXfxwoBKn3oisUvHE8F5sqW6k1unijMwk4k0GLluwtqOD/tysZC7tHpyFsKm6gac37O50LRflpHBB1zSq7U7uXL4FBIFuEVZsHi8HbMcYqSrJXGeN4wN7LQFZRiOKv5pm6OzMJC7rno4gCFS2OXls3S6kgESDx0u0Uc+7E5X0QafcpuUw68XOMwYiYoIBgYFjT+WZKRR/a80tRVRUr+w0Y0CjMZMYO5ow6/9/yhuF4q9g7ra5/GP2PzoVHU4KS+KVC1/h7L5nn9JzUygU/3eemmIqP7gHgMgpN2LqNQaxPRh+1ZNLabC5mDGlK+eNy6K2LI+Sb56nxRzCBxYJi97My5MfwaL77WOUbevm0rTiMwS1lojr36HeLpOReOz0XnLAz+aPX0NdsY1QVTB1nCxD+gNzjkofo/jz+mHfT1gWfEiSy4Ol1ziiTr+JexY/RamtgoywFJ6ZcD+Sz8PmF2/D6G/hB/UkZs68omN7V0ke1Z8/jqgzkHj9a6jNh99PB1+4BNnrxpaYwVrDRewpbuT2C/uSkxpOwGUn/9MHEJ1tGJwOjNkDsfe/itYtC0iLNWMdPI2NOxehX/wR1oCMoDeTdO1LqEMiAFjz6kPE2/OR5OCAQZc5jLQb38Co1dP40yxaNs6nMXYQi4VRFO0tpFUyMEqfT2xUMcleBzqPlo/CJ5DTX2ZVyQYCtki8+/tzZ8gC4jSNlPii6KKuZ7dJS4TayKBLnkEbFg3AJz/ms3RdEQ9ZvkbtdxI5+XpC+v5yvo1C8eemBAX+IPY1ePhsl43JmWb6S7U0zbwVVWg41plP4Nr0PYZhU9HEZmCvKmFY9WsAnC+lc1/qZNRRGf/TseSAn/rXTyPQXIZ1+nMY+5z7X7e55fNbeHPFmwgIRJgi2PXorlOa11RxYrTl7UJtCcGQmorfbufgE48h6HQk3/oP1FYrkttN4X33IMsyWc+9gPqI/OY7zjoDb00NUWeciT45BXdFBbafV9FssfLt0AlIgoAzI4uPpnQepXLz0o1U2l10i7Dy9Mg+lLc6sOg0mDVqHly9g6Lmto7iw6JHIu6ZQi597TTyQv30iQ7n3Z2F1Ls8nfb5+enDMWrUNLo8PLB6OzWOzqP4NaJIqE5NvStY8NGoEnG2Bx16RYWxs775V++RAGhUIqFaDU+M6E2UUc/uBhvJFhOheiWl1h+CFIC924NFhUMjgymDTsLoSoVCcXyyLGF3VOLzO9CoTZhNCX+pGQIKxe8hIAVYXbiaals1caFxjMgccVJmCCgUihOrec0cAg4b4WMu5b0f9vPj+hKuPbMHlphWWmwy0/r3RhAEfvriAdKLCwAwXfs8JmssZt3/lqK0bffP1M97FbU1iqQbX0dQHb8mYF2zk7tfXMJ1uvlEq9oI7TeB6Em/vU6W4s8h4LLjqSrEkNIDQa1hfflWFuxbzunZ4+gWlUmI3sKyzWXMXrqP6SMzmDr8cDpg++7V1M17BQQR7WUPs6h2N21eB5tK8hleGEE3SlgQq2P82HOZlHl4hqijYAO13wRnS8Ze8AD65K74GqvQxqazeW8tr368hodDvkJDMBvGlpgY6nsOIicyg6q2WlIc6TQs+Q+9taUd+9zbZxhTpwRTbtduWsK6BT/SELAwzpBPlT8Ul0rEFJvIG/uzaQvoUccVo/dH4Y3Mp0tUDM4t0dSG1EHyPiS3AZXOyQMlDZgDMmvcWczzD0KfmcfY3Eyu7n8h/tYGfLZaDMndT+KrpVCcHEpNgT+I7Egdj48NFi1xLt6N3NaKv60V29MPEqgoJXCgEVVULMgSlzVXsTPFzFlp2f9zQABAUKmJvOF7JHs96sjjF4M95PWLXue+SfeRGJaojBj4C7P0zAXAWbgfbWwcmc+9gG3DenaedQa6hAS6vfchvuZmvLU11Mz9BkNSEhHjTwMg+tzzqZ71EQ1LlyK7gvn/6yNi+HLSBYS2NDFx2ffs6Pf4Ucc8PyeVhcWVnJ2VzLryWp7fsheLWuTZ0f06Ff4VBfDvaKLigUxeX7MHZzcLq8vruKJnBq9v29epnaY9jdam6oajAgIAPknqCAgAHQGB09MTWFRSddx7JAPegESdy8O8wnKu651FbpRSkOsPRVRB9/6n+iwUCsUvCIKIxZx0qk9DofhDU4kqRmcfP+WWQqH48wkbfngg3ua9tUiSzIqdByiPnIuAgDVyBnsbinCEmgkYNDit4ZwV/b8/6wNYeoxEF9cFtcn6XwMCANFhRt55aCqSNAWzURnk9FelMpgxZvTB7nHQaK9lSFI/hiT144mVr/DSuve4uu+FhEQbSY/5kuLm7ny3ahpDesYTE25E6tKbivSuxJcdoPy7V9gQJmLXaplQJjBA3M0c5yBKJDuJIbGdjmlI64UpZzCIKvQp3Sn96AHk+oNYh53LDlsPPH7wSSo0YgCn3sT8kj7YivSsyPkW0eDk0l5ns0o3lmjfXOLULQhAmHC4G7Nt7Vf00jbTFAgGzqI0NjQyUNuEVs4ABAKNcdi9RhK0w7gldA8+/Te8ak2gGhB0LmRBwKbVYnZ5aJAseL0CgZpIFptWcVGvMzGGRKIOiTzpr5dCcTIoQYE/IMPoifgrylGFR+DZtpFARSmeNSuC8/iAS4EZ0bFE/btzjllZlmnwtxGlCfmVPR8m6i2IestvPidBEEgKVx7k/w5qvv6Sspf+hag3IKhV6JNTkAMB3BUVOPYV4C4NFgSqevcdADThEegSE6l447Wj9lXarRet1jBarWFYJ0/mgSE9j2ozKimGUUnBgNiXs+eCLhynx4tBlrixdxYlLW30ig4nJ8LKffZ11GpA1T0UUQ6QGx3G8tKaTvt7pHcXatrs/GdvKSkhh0fVpFtN1DjcpIaYONjqwOUPoBHA1z5XKiPUTE6ElR+KK3/TfdKrRCw6DVV2J/Fm4/9yixUKhUKhUCgUCsXf1K3n9+bn7ZX0ztXxxlY97vz+vLTrACnp66g3SWxMCOOS3OlHbefyBQc7GY6oO/BrtBHHrynzS0b9fw8eKP78/FKA+5Y8Tb2ziVB9CAICLn/wfXXQVk76gQIuqGnGWb2BB5tTWLuzihduG8nKNZ+QVbwXEYhp9XJ3G7ydnEE/XyUm0UsfYyG3X/4MYcbOfVGizkDMOcHUWQFJprmunlAB9u8v45wLpuP1BbDFz6RLsoYdTgO2d3cCEC6l41LtJ5R4SpqKeE4+k7TonYzIFJg86nq+XrafwnIbQ0w9ibBvZImrB+k5DdRp/UywS+xwNNFCG5N0u0jwNTPfPpJzho1E3LsWgKH1Ab50J6OKKsPsVlGiEWkLGJH9bgSVDU1sCaNMiUiF25C7DlFmtir+spSgwB+Mv64Gf0kxrp8WoIqNxzj9QnyFBciOzrnQpboaWl59mtC7Hu5Y9ljpV3zbuJEZMaO5K/GMU3D2ir8Cf1MTAJI7mFPSWbifsLHjiJw4CXOPnghaLbLXC6KIoFLRuGwpBI6dg/+0bhnU5G0hXPIx7O5bUf1ilkm9082zG3cTotVw/6AejFD5cM7/nEg5gHXaCNLfeZno/Hy6PP0Mlvgo7ju9H98VljM+JZZukaGoBIFz5q2C9rQ+px3Iw/PCfRRkZLPp7KvYVNPIPQO6kt/YynnZKR3pfZaXVvPm9v1o1CI+XwABeG5UX9SiiF+SKG91UGV3Yff62NPYwrGuTqdS8WVBKd/uLydcryXZauLa3EyijP/9Q7pCoVAoFAqFQqH4e5EkidKWStY1r2CdsIkM8RyGRozlJ7fEBcZ1DK2pJc+k47M4K1/kzSM3titpYcGBeTVtddy39BkEBJ6bMJMYc9SpvhzFn5AkBbC52wCwuYOz8tPCksiJzOCcblNoc6nwHNiLVpDQCT5c2Ni6Zxld92znyER2ahnSw8JZWZVBsrMAcdioowICAN+uLGLB2oNcOrkrI3sn8Jk0lXBXGd0HTSLUW8Eu7Rd46cKwxGsYLAhcMslNi93DlaefjkoF360sRmofxFcdZWdhwWg+W7+YQPvCyBFjORAzjoFxIYwfmAztg2U/WPI05qYdTC5uAGDoaD/Rg1LwZd9B294NJNe4OVfTxvrqFAaX7WSIvhqAruo9lKRVY7OlM6FmB3U7t7H9h37kWO0k9BpM6GCln03x16IEBf5AbM8+jHvt4Yrm/qJ9tL742FHtVInJBCrKkJoaOy3f5wqOcN7n/G0jnRWKY4m/8mpat23DvmsnmshIfA0NNC9fhr+lhapPZiH7/QAIKhWyz0f93G+OuZ+wCRPIvOJKHpMkhPZ0PiUvvkDbti2kznwAT0UFeZKKA15dcF2rnezzLuDcrGx0CYnIbjebKutoSO+Gdc1aLD1zKWt1sKaijhaPD41Kxc/ltZyensgBWxuXdU+DgnW0yjKG0uLgzBpBwKrTcU1usIjlv3fsp6LNSVZ4CAFZxukLEKbX0jc6HHX7OY5OjuX6xRuodR6dduhILV4fAF5JosbppsbpRpLhwWPMhlAoFAqFQqFQKBR/X1WtNdy9+Cn8kh+VoCIgB/hkxxwCkow6NoswXyPI0EUfDgSQZIk2z+GBgXWOxo6ZAnWORiUooPg/0aq13D7kal5Z/wEyMlpRQ1FZK31rt1C1v4Ddnib6Amokummq2FKehHPB54T5fHhkARDRCQHWuLK5bNTNhE+1IEkyoijgrSujbt4raGPS8A2+gh2FDSxYc5DaZidLNpQyum8iD95xBpV1dnpkRPLh1i+xuVvZULENt9+DVqVhuzyXMn8V/etuYP8eDX5/gD5ZUaRG65k+/lGueGwpsgxRYitnGLfiqaxk4tWXEqoPobipjI+2fUmvuG40OpvxiCIVMfGkun2EdB0CgCY0Gq01gpjlLxEJLPGP4qA/msFyEZIADRoVLQEDUlkKTutuLKKfHM8uDA0+mpbtw5CWiy4m9VS/jArF70YJCpxisiwju11IbjfutSsPr1CpIBA4/L1ODx432l79CLnjAdw/LUTdJbvTvp5MvZjFzTs4I2LASbwCxV+NqNXS9e1/Y8/P5+CzT+NrCEbX27Zu+UXD40+hi54WnPIqBwIgSch+P3XffA1A5Xvv0rp5E2aVirH/fBZtfBxdwkL44UAFSxp8XBIF2RYDc86agSyqSEiJJh0oaGpFAvY2tfDGtgIq7S7E9jz/T6zfzUVTzqKwvpWitBxon5Xw4JodTMtI5PSMBBYeDNYL6Bph5YyMRBIsRiamdZ5au+RgVaeAgFYU8Eoy3cNDSLaaWFpS01H4WGg/9iFdw/976i6FQqFQKBQKhULx9+D1e1GJKubuXIkv4EcQICAHn/MlWUIQQJO8j2/8KnraLZw/7Wbuk32UtlR2zBIAyI3tyrX9LkYQBHrG5JzCK1L82Q1I7MW7Zz7Lgn3LmbOgFm2DiQFhwed0sz+qo5ewwh8GkoZ6XzQJVLLOnc1AXTE6IYAQZiHc3J6OOuAFUYd971q8daV460p5c08y+xugW2o4MRFGzh+fRYvdw4ufbkWvVdMlKRRvIDjYUCWIaFUaXH43JbYKZFlm5Y6DrFwenK8/Tr+b0Q3bCGjHExPehZpGJ2P0+eRqy5Fs5dz2wz5emPQgSw+sZl9jMfsbD3LviBvZWpVHds5pnQJoHr+Xj3bPYyrgFwQ04Q42lnRjuzeFe86Oo65mKXfs340h9Fvy/fEkim24AwKJog1BZ1RqCyj+cpSgwClme+qfeDauAY2mc/fiEQEBITQcQa8Htwvd4BE0XHVesK0kEXrf4+iHB2sLZBhiuckw6VRchuJPrnX7NkStDnVICGWvvYK5V28aFy3EfaDoV7ex9O1H6/p1x14pihjT03GXl7Hn6qsQdTq6z/qYxOtvoHXbNsLHjad16xZUJhM3Du2FJjQUgHmF5VjztlM+73N01aXcWdfApxdeS4TOC3TjwpxU9CoVvaLD2FTdQKXd1ZHax+HzM6eiibjp5+N2uMF9uJBwndNNlFHPuJRYKlqdjEmOIe5X6gBsrek8AyfebKTS7sQtSSw8WN1p3ZEBgYxQM+dkp/y3W61QKBQKhUKhUCj+Bg40lfLo8peQqrvQWpKMGNoHXdb2Tm0EBHrGZLO3vght76H8e++P7G8sRpIlVh5cz2tTH+9oe1qXEafgKhR/dnavg921+8iN7Yp36xLcZfmoBkxm3u4f8Hj7I8s6ioVkIgL1LHb0plRbTbPGjE0dCd4Ac5oHMU/lockfwVpPDvEJO0geGgxYNf70MS0bvyd02DlYeo/DU1WELjYNfUEkNDTQNS2cK07vDsDKbRXsLaphimEHcz4p48cCE2JYLsasfGRZxqw1cceQayhuLmNw9FC2bdyE0+0nQ10LQOW+tRjTA3Sz9mRHWQrdNBXs1xtwB7y0eRyMTR9KcVMpveK60S++J/3ij57B3+hsYrvPRm2clTqtGrvYQEibB7XoI2rt20T7gimUEWR6ayoAWGe18GV4OPee/hAqg/nkvXAKxUmgBAVOMW9e+4cCn+/XG/l9SDXBPO/udatAOhwwkJyOjq+XNO+g3NPIZdGj0IrKS6v4bVq3bKbg1ptBFDF374E9bxe2Nav/63au8rKjF2o0mLt1J3ToMDTh4bTt2kmgrZVAG3gqKoi/4iriLrscQaUipG8/VGYzgbZWfPV1GDOzOD8nFcNzM9G6nXgBHXDZ5++QevnlAITqtVzRM4Oi5jZiTQZu6ZPFjrpmfAGJIlsbjW4vFq+Gp0f2YdHBKnbVNXOgxU5GqJnKNichWg039c0izmxElmW8koROpep0CVp18Hu1KOCXZNq8fnySTGlL8GdNLQhYtGrE9pkIje3BhySLCYVCoVAoFAqFQqEAONhcjifgxdsaLOIruyyd1suSgK8kl/wDofiSDrK3vog6R0PHeqfPhSzLCIJAq8fOosIV9IjOplt01km/FsWf18vr3ievtoD+kT05d8Oy4MLCrdwvwgsJe7DZh/NW42CmG3fQTVvJfFdfBMGBVutkiiqfiYY8NklxfC71RhceijE3nTO7TgTAXban/f98wkdfTPQF/0Qlqnh4eICqejspMSZcpbvRxaTRv2sM56fWM7A1n/8cCEOWMwi0RIEs45V8qFVqBif1ZUBCL5YVr+X6y+Io3Kum1jaNRM12PvPsp1rYwy1TB+Ctm8ymmj6scn6KRasj1hzFuvItDE8ZyNTssQD4Aj5UogrxiCLB0aiZWdGK4PfzTkIobUYPvowVeNssNFeLhItQHBFHjV7AjEh8WxubrSKNei1hprBT8fIpFCeU0nN8ihlOm4pz3lfHbSPb20CtRpPdHcu1t9J0+zUgSSCK6EdPAGDbxs/4dus7bOmdS63XRq4phanh/RB+UdhVofil1m1bg1/IMq6Sg51XCkIwN/8x+CoqjrHQh33nDuy7dhI5aRJhI0aScN0NqAwGtPEJbBk9EsnnJeeNtzD36Imnpobdl16M7PPR5dnnGZWTQ/nIETQu+wnr4CG0bNyAXq8j6vQz8Le1IRoMiGo1j63dSZvP33HYewZ2Y0JaPHMLy5iankCMycClGfFcU9Y+qsDu5K0d+9nb2MKaijr6xYZT1GynuKWNrFALjW4vVp2WuwZ0xeMPBt2ijXr0KhW9o8LY1WCjye2hye2lX0w4A+IieWP7PgDuG9gNlSAyMF6ZSqhQKBQKhUKhUCiCRqUO4pMdc5CTCxAMdlShdZ3Wyy4z/oY42oCIiAzOHNqbHdV72Fy5E4BBib0RBAGH18mTK1+lxFbB/IKfuLTX2fSIySYhJPYUXZniz8Lu8lGyM4qenmrSW8qp9IcSKbahEwOYJEj2yjQH1PTQljNcvx+AvXo95am1dGv1M7jJBkCS5ELUO2mI3EZDpcgc/Y/cPOhyIiZfjz1vJSG9x/PWpk9YeXA9KaGJvDDxARJjjDQt/YjWrYvQJWYjTZrJtHMmUP/FOs6w1mH0xJLduoFsSzcMKi0BVxsqg4Xlxet4f+sXeA/0ItAYR1yEiSvuu5P0rZ8T7/PQPz4XQ7IWdXEZK7b6afP62Vqdx/tbZwNQUpXPQDGEt+q2YjFaUbuiaDvQhVG5aVw4wIzK7wdkxtMLmyeS6jQnFZUyLxb0I0K0c9cV5/L9jn9RY6+nV2pvLsoYTnpYMiF6y3HvtULxZ6QEBU4xVeJx0o201xFApQK/H9+eneD1YrniRto+fBN1agaCRoPX1cqOD2+mvxTArTfwlU7Hl/VrsfkdRGutjAntiUZQ4ZP8OCQPoWoTZTsXUrHnJ3pNuhNTeMLJvGTFH4CvqYnKWR/RvGoFvrr2D6eyTKCtDQDBYEB2uX41IKBNTERUqXGXlgQXiGIwUHWILJN3xeXIHg+S30fchRdT/urLSJ5grv7999yF5PGgT0gIFi6WZYoffhDJ78eUlY0hNRXroEG0rF2DZLfT+NNSKt55C0NqGt1nfUKs2UBbcxtaWUICjAcP0Gf4EHoIfg48OJPdHjfOwkJuHTma/Bk3MCU9gXlF5extbKHe5WHREWmACpqD11zv8rCmsp6b+2bTu7KeOQWlVNldlLU6mDN9FFV2J9tqmxiZGEOT24NRoyJEq6FnVBhmreZEvVQKhUKhUCgUCoXiT0ij0mDSGHFrm1HHlCIHOj8zmK0B/BGVqAJmHMYDrCvz8+DI2/jHwkeoczR2zAiYv28pJbbggCydWssH22YTaQjn8vRbiIkwkRoXrGvWYvdg1GsIBCS+WLKP2EgTk4coRVH/jtaXb2XL/g0kri9kpMfACH0h1Ad7AO2Y0WLHB1SFuMDQykFPNLWBELyymoq2TM5N7UPvnz9EI8jUYeJT9xCEyArcO0eCX8s67w6aCm/hoop69FHJGNJ6sergBkRZpvf+vawqvZkPzAHuJhoz0NjQwgPPL2d6WgvjtQZSuvfkoqIteN2V6BtCqf70EdzlBURNu5no6BhEQURn9OBsDHaHuTwSNw2cwXerDvDPV1Zxs3YeyR4b1wyfii6+Cz2jc7DqLLR57fTZupYor59JIXq+i/LRtVjAabMyZ7mfSyedQexFD1JbWkrq2s/QCgFqLJdwxwVnsyqzAoNeTXqClZ7VOdTY6+kZ25XBSX1P9cupUJwwSlDgFNP1GYAjMhqpoe6odaLJjKzTY75gBvYvPkI0mlHHJaLN7o5+9GmI5hAEQcCtVmFO7Ia9Yi/0GolMMNXQm2Xf4xRlEtWhTIsaxOd1q2kJOBkR0pUB7z6I3+vE57Yz6qp/n4IrV5xsnupq9t97FyqjEU99A77qqmM31OmCAYHjiJo4mcoP3+/43jpkKCF9+1H++qsdywLNTR1fV38yC11CYsfMA8kRTMXjLi0l/eFHqfrkY9ztsxQce/MBEFRqEq65DpXJRMDhgEAAV8lBJJeLp0b0Ztdrr+OcNxe/So3P7cQzZy62tWux787rOK5/9SrOveVWdHot8WYjZ3VJYv6BCvyyjFoUGB4fxc+VdUgymDVqrFoNVp2WKekJ/FxeS5PHi6E9nVC82ciCA5XctWILN/XJ5j9ThiEKgjIbR8EVV1zBxx9/zPXXX88777zTad3NN9/MW2+9xeWXX86sWbO44oorsNlsfPfddx1t5syZw6WXXspTTz3FXXfd1bE/AI1GQ3JyMjNmzOCf//wnarXyZ1uhUCgUCoXiz2JM+lDm7voJR94Q8OnQZm1DFVoPgEoUyR3kIjUsgkWFHnrG5KBSqXh58iM4fC5C9cHO/ghDGCpBJNoUSb2zCZUsE6hL4MlVmwAY2C2GsBAdizeUoTcEGD8kjh9WBvsXcrtEkBCljHD+O/hu72IWF66id1w3lhWvZVQl9BLqQA8OSYte8KESZEL0MpIbZAHsahF8OmySjqdbpgOg16oY423B3j5AcG2EyE1XjeTFD/bT5AvOqne16YhTtSAG/Hhriqn96hlOy8igwN3EkFYX4KKbYGFt92T6x6XxweZgyt2E1jwCcgOt25cSe+GD2PNWYukzgapZ9wMynuoD9Modw3MTZnLv4qehNpqKOvj33DzuvrQf360qQmyr75h146s9yIRhl+JtrOSZ8H585i4nUBasEZgSnsK1ah3p8i481kK+Sr6ANm8b1vTeRFgTqVz3BRAgJjL4c5aeYOXpWZtYuK6EB668kCv7XoBaVB3zXisUfxVK78Ip1vTIXccMCABITcF8gu61K4j66BsEnb6jA1IVFgGAXw5w8b5XKJ88iEfin2ZPzY8d1U/9XjfodVT4mvlx4/vk1NTSY28Bm/v1oTSnGwm7tnBg45fE54wkc+gl+D1O1LpjF19V/Pm1bt6Eq+jXCwcfYkhLw1VQcNw2zevWYMzOwbmvAGQZldGIq7j4uNsEXE4GrttI/o3XYd+xA4Cos87BsW9fR0Ag9rLLkb0efE1NRJw2AbXFQsDtpnHxImIuvJiQvv1QW4IfahOTEihrn3mASoVoNBI+diwNa1ZT0OZGarERX12Oq+Qg20U9b+/Y33EuUXodj4/oTaRBx84GG81uL3afn7d37KdPTDhRRj1PjejNxn3FRG5YjfNAHMaMDBYfrMIvy6yuqKNPTPh/v+mKUyIgy+S3v65hei3dIkNRneDgTVJSErNnz+bll1/GYDAA4Ha7+fzzz0lOTv7V7d5//31uvvlm3nnnHa688sqO5ZMmTeKjjz7C4/Hw448/cvPNN6PRaJg5c+YJvQ6FQqFQKBQKxe8jr6aAOXsWIAd04NMCArJH37G+zWunoKGIqdljmdH73I4OSI1KQ6gqOKtgTekm3tv6BRGGMMamD2XZ5jncUNmMT1zP08I0nLKOTfm1GAU3d4UsQ0Dmw7weqMRUAhI8PWszL90+Cq0KZCmAqNaesvuhOLGWFa+l0dXMsuK1AOwLlRns1FEjW5jVMhoRFQIyTyYuodAXi0bwcXdpI9rQObzqHEujKxpRBrcXSqVoIlRqKnwhrC+ZwkRnOM02P+cZN5Kgq+dHE2zQGrD4JPravaiQGJU0mbN7dmfz+7dhkGSc4ZmkuAbxn9b5NMbXEB8m0m3oZWjyvsfcbTj6+C7o47vgqT5A6JDpyFIA64DTAYi3xNBFZaZE30yr14iksQNw0YQcvlnt5ztdHF0CjWwTXEwF6ue9iqf6AP20at5LCOXG1DEMGXQubTuX07BvFz61RIFmMZ/ssHHr4CsJiYhEe8PL2Hf/jEbnRZYCbNlbS0WdnYo6O7VNThKilKLCir8+JShwCnm2b0aqLP+v7Xz5ebR98CbWm+8+ap1fDlDvawNBoA4PD6WczyMlswkg4ddqQJbpu30nwzdtRgYEIGd/IXPOnMb1+TvQ+P2s/vhmWmqK2LnwRdIHnMuY6z46QVesOJXCxo6jZdNGmpb9dNx2roKCw+mADv0vCEROPZ2GH+YD4Ny7t9M29j276fb2v7Hv3oW7tPTwikMdsbKMv6mJxuXLiD7vAlRGE97aGuq//QYAU/fuaKNjSLz6GkSdjoDTGZwdYLFQ9srL1M/7Fn1yCin/uL1j101LFnd8bczKYvelFxM6bATNdz/IgkUrue7DfyHKMsgysWYDAh3xMrIiQogzBztuXx7Tn7WV9XyYV0SYXotZE/y1qBJFIj98G9ua1di/+oKu77zHtb0y2VzdwPTMpP+v10Jx4qyvrOf9XUU0uj0dyyL0Oq7J7cKQhKgTdty+ffty4MAB5s6dyyWXXALA3LlzSU5OJi0t7ZjbPP/88zzyyCPMnj2bs846q9M6nU5HbGwwT+yNN97It99+y/fff68EBRQKhUKhUCj+JN7b+jkAgtaDNnsLsseIKuroumwvr3uPD6f/C7XWcNS6BmczAK1eO8NTBuLYuAu9tAG95OQ0fR47vCmUBqI4y7CFZHVwhHSCTcSll/A5Zfq0rGDLZ/kku/bhb2sk7pJH0ScohYr/ii7Jnc7nO+dRUapG1DuIEOqxCh5EUUKWNTjRIFgaeUwdh61tAIIg80/hO0JUbYxPa6VH43a0Hhuf2YdS8nMZETo/ckDG4xMprWnjrukZJK36DwA3VUOrWmSnxYoKN2W+cPLrLOQ2ldE8/hI2VtWwa3kM2wPFJMT3Jr3HDs7q1o/kpFzonktdkxO9P4DgaqXy439CwE/UtFtQGYMDAP3lBVy9vxiXtpgXuyXhjEripvlLuHPotVhbdpCwr5keTi/dq1sAUJmDRYDjvX6SvTIR2YMQVGpC+k5AG5PGm/nfE2gqIska33G/RMlH65pgfc+8cidjTjudfWXNxEealICA4m9D/A1tFCeIaA09foMjqqT7ivcfs4mmpY3/NPTh4ehpXB4zhu8aNhIgmNtdEkUQBOqjIpEBu8mEJKqw2loYs3oNLZbgNClZCrBz4YsAVOz5iZrCdb/fRSr+MNRmMxmPPo5o+A2zQdrrA5i6dgt+L8s0/Lgg+PUxRlx7q6pwFBYharXBQEI7U/ceHV8bs3M48MBMih+YiaVXL7z19R37izn3fGIvujgYEHA4yLvofHacdQa29etRmUwAHf93HLM2WETY1K07xrR0fA0N1M/7lvB/PcVgrYzcPtIm4HSSZjUzKC5YCHhAbAR3DQheV91339L24XtMSojgg8lDeGP8QAyaw7FSQ0YGAH6bjeLHH2ViWjwPDs0lOaTzuSj+GNZX1vPcpj2dAgIAjW4Pz23aw/rK+hN6/KuuuoqPPjocVP3www87jf4/0n333ccTTzzBDz/8cFRA4FgMBgNer/d3PV+FQqFQKBQKxYkTZ4nu+Fo0tSJ7DUi2w4NUBILPVZIs4/A5j7mPVGsiZ+ZM4JHRt2NuaUY42MhGdzr7fNGMNeRzU8hS4lWNDNQHZ207JC3nGDcS529gimE7Yw35xFWuwNdUhezz0LLpByTPsY+l+HMbnNSX8dYZ+Ipz8ewdSIhbRgTMsh+t4AeVF132JiR18FlfFAW2q3rxk6s76ypCsXgb0Al+Ljevpp8uWDvwO3c/AJZuKqVflAtENQjBd26IX2JCTPC5OlwfYG3DTzz3Vgnffi0x0DCMXFUxQ3UFJBj1nB59OT0iewLw47qDXP3UUu59fTWCSt0xe0XUHu6n8NttIMvoJbhh8Onk1xfS4Gxi1tKXuUCyojOEM9/Zh7XObADCxl4aPDcE7hxzK5kRafhbG2lY8gGSq43bx93O29OeZnrXiR3HUBmtyPoQfLLI7A029pY0c/+MAcyY0u2kvWYKxammzBQ4hTTpmYTc9RCtb/8LnL/4w6xSQSDQ8a1//14CdbWoomMAcATc/PPgZ1zx0nziyhsZPmoMl03eQqG7uvN+ZJkmawhLxoxiX3YWuXv2Mnr1GrruK+wYNX1oBgGA12njxxencMGz+ZjC4lH8tTgPHOgo9gsg6PXIbnewI18G5MPFgnVJSWS98C8KbrsFV1FhR6BAF5+ApzI4wkUTFY2/JfgHu2XTBpyFhcH9arXIXi+OvfmkP/wociBAzewvOvZd8fZbh09Klil+7BEQBHp88inqECvehgaQJNwVZSTdfAthI0Zg6JLZsYmvxYa/vSiyI38PAYcdQadD9niwb1jP0OZmvGYT/pYWyl59GWNWFncN7EaxrY10qwVREHCXl1Py3DPt1xFJ7HkXHHW/km64CV9jIw0/zMfYpcvv+VIofmcBWeb9XcdPj/VBXhED4yNPWCqhSy+9lJkzZ1LaPltm7dq1zJ49m5UrV3Zqt3DhQubNm8eyZcsYO3bscfcpyzLLli1j8eLF3HrrrSfkvBUKhUKhUCgUv797ht/II8v/xYHGUjw1afirMkCQ0PddhkGnxu0/PJDli13zuG3IVR3fbyjfxue75lFjr0MQBIxiCJXzvmaQNjjIpcIfHGDYGDDTVVVBe/p3TKIXE3C6bhsZmmDtNPHQ5G3Akb8WUaMj6vSbT+q9UJwcqSXzeCFsA1+7+7HFoidRChDp9nB6xs/kOyxML24lnHrmJLaRO/5ydN6+vDl/NXLUfuaoLfQUTGTV1YEs84O3D/6EKCiBMIuen79fQI7kR0LALevY4k7F7RvCRadlgSmd1g/3ESfauEi9noiNHq4wB1P+FNttPP9pGwO6xfDw1YOpqAsur6x3IBrMJF73MgFnK7rY9I7r+LEqinz7COwaie4bvmKi3sR62c45FVVYAxVUd7+JnwrsUA095n5K37MvJenG10HyowkP9mM1/zybtp3LaduxnLR7PyPCGNbpXqlMVkIue4n7X19Bi0pLfKQy8E/x96MEBU6xQMmBowMCcDgg0F6YFSDQ3NgRFPjZls/Klj1MFb3EATt81RS67Z12oZFh8Nr19N69h6+nnwHA7pwsvDFJnO4w418yCyngw6/VofEe/kAiSwHKdi3EEpFCYo/xJ/DqFSdb/Q/fd3TuA8GAAMGZAR0BgnYBl4sd06ch/2J0sqeygoiJkwkbO5bSF57HmJWFqNHQtHRpsIEgdGyjMhgIGTiIxsWLcLXXDfglQatD9npAlnGXlxM+JpOsF1/CXVFO9Fnn0LJpI0UP/JOQfv3Iej44o0VyuTsFNzqlLALUYWFILhf+lhb8Nhv18+aRcsedZIdbO9poIiPRp6bhra3B3K0Hvybtnw+SeO11aKKif7WN4tTLb7AdNUPglxpcHvIbbPSMCjtuu/+rqKgopk6dyqxZs5BlmalTpxIZGXlUu9zcXBoaGnjkkUcYOHAgZvPR01N/+OEHzGYzPp8PSZK4+OKLefTRR0/IeSsUCoVCoVAofn8iAkWNJcjIiCYbCBKIftzbxhJI2Ys6+nAqoYO2zmmFPtv5LbWOYI1BURD5bNNSRrkSSDbUIwgQrnbzZOvZTNZt5Qzzzo7tAqhwWVMJs8RDRR1uQYeB4GfkQ8NiGqur0G7+EXO3YahMVhR/DZIsoanZglYI0Csij3IMuAmQ4vGR4qkliTbC298LY0wSr+37D36/j8Q0H8lON/3bAph9Dr6NCeWaEdcjNu3BVbOZPuaJOOwevqrLZIrBQb4vga3eYAf+WSYLcmZ3HHNe5mpzM5/ah1HpDyfZW9jxhhNEFXeGLMDfloQsD+KSiTlEWvV0Sw/WyXz66yL2FDcy83IzvbOCz9w+Ww16wcd+bxQ31zQADQwUdch+DT6VjMOvQa8KECLb0e35Ef+E09GEdn5e16d0p23XSgypv/6sHxUdxusPTEOSZMxGpd6G4u9HCQqcYvrhY3FvWos6JQPPzs3QPvq5g0YL7R32DU2VNDssdDclEaIOTq165KJMngj0pzgtHOqWAZBrTGF0aHcGFBSzefd7AJy2YhU/Dx1CZEMDWr8fbZ0XPxCZ1p/G0h0dswYOWffp7SAInPPYJkLjck7GrVCcBIdG8h+LNjYWT0kJCAKm3n1wbN/2q20tvXvTtn07voZ6fA2dU7IIGg2y10v4hIkIosCO0yd3BLaOJeGGG6h47VUAmletJHzMWEKHDMVns9Gyfh0tGzciOR3Y1qxG8noRtVpaN23sqHmQcOPNVH/4PpLL1bFP18FifLW1qKxWdDGxRE6ZctRxVQYDPT+fjRwIIKp//VehIAho24Nxij+uZvdvS63zW9v9X1111VXccsstALz55pvHbJOQkMCcOXMYM2YMkyZNYuHChVjaC2gfMmbMGN5++220Wi3x8fGoj/MeVSgUCoVCoVD88YiiyMTMUeysyadraheWhSzDvXU8IOCrzEATXYnc/iTu8Do50FRKpDEMqz4EoyZYX0Cv1vPQqNt4atXrLI+IZJtvCE/0CiOu2xDkWeXEyi0dx5MBFQHcgo6S8kZsYjKpKfEIJRs6nZem6SCNSwpwle4m9tx7T/JdUZwodfZGZkfo6WkXWBFmwKZVs8OsI93lpUSvQ+3IJMK/hwZDEt9oVXgCrZzR0MbQFlen/cTIIv6EdH7e/gGSy0jt7kN9VBbmu/qSqa3DopW5cHJPZi/ZR8Han7nBsotcLeRoqikLhDMIUAEHQ0MRtFGkuPeCo5GAw4bJHMbZYzJxlxdgr2hiy95aZBm2FtR1BAVG1H9FwFTL1NQ+aLUD8O7fjEny8KO7F9s1valb30yM2MbdKTuISB99zOCWpedozF2HIag1x71vRv3x1ysUf2VKL8MppumSTdRbnwLgKyyg6dF7kFttoNUhGIzILc2g06EeOpILTWupL1jIfUlnsbRpBxFqC0PisxiWch7jRS1GjYmv6tdyRsQAzoseihwrU2jVod+3jbRWG0Mtvdm78GEADs0paDi45dgnJoho9Ra0hv9S90Dxp6IyHFG86lAR4XaekmDeQGQZx/ZtHSmAjqSOiMDUtSulr78KPh/mvn3Rx8XTvHJFsDAwBLcRRaLPPoeimfcdDgi0p8QSTSYsffvRsvpnAJwF+zr2f6gGQfUXn1H14QcE7HbCx59G5NRpWPr0CdYsANTh4SAIqC0WYs44E0u37pS99goqsxl3aQm+Q/UGcrqS88prv3o/BEFAUDpb/xLC9L9tZMdvbfd/NWnSJLxeL4IgMHHixF9tl5KSwqpVqzoCA4sWLeoUGDCZTHRRUlYpFAqFQqFQ/Kld1fdwilKVSsWP++z47RbSU7RUtwcEwg2hDE3qz8ylzxJmsHJRz+k0uW0khcRxQc8zyIxM49XJT/DMfzYQ8KkwDRuMwaLnmSutVG9twuArR5/QheaNP4KzGbGxhP4qZzBKUFLWcfxDaYNVKhWSH9QhR89oVfx5aVVq9pp07DXpAAjRmSl1wPO20Uhuc3tJ0V7QLEOVgL7LTkL9tk77sCdl0pqcxPX/eYVYfV9S08HmCSOvuBZZErjZuoRooQ1NcgtFxj6cLq6ij/kg5f5wXHqJ4oQmhuT0p2xHEcneRtbpZQzeLnh9+2nVxZBuDqPB5uK72fMZ2/glCCJ3TrmHnXUapo/K6DgPtTmMgK2WxPg0wkZfRMOP/8ZeXUpLIAuXajcUZVAnmzGd9zhRMZaj7sUh/y0goFD83Sm9YX8gmswcYj6bT6C5CUGnp+2D13Et+QHLZdchTpuOY+cjABS6qtnmCKZiGW7tikEMdnKtatlNhbeRT+pWcV70UOY3beFxeSf6bD3vusex9/vnaAwLQ+v1YmnvwD2SzhJFj/E3odYaSO59OhqdEYMl6qh2ij+vxBtuQnK7CXg8WPsPwF1VQfOyZcdsK2q1BAC8XkSDkagzp9OycQMta9Z0tPFWVdPtzXfYXVSEc1/B4Y0liX3/uBXVEZ2cYaPHEjllCsa0NLTRMeTNuBR3yUEixo/HOnAgssdD1FlnI3m9lLfPHABQGY2kzXyg07mFDR9Bzy++Qm2xoA4JIaRvX3rM+oSaL2dTtvVwoCv+0st+pzun+KPrFhlKhF533BRCkQYd3SJPbKBTpVKxd+/ejq+PJykpiZUrVzJmzBgmTpzIokWLCAkJOaHnp1AoFAqFQqE4Na7tfzFX9ZFoaHETULfy4LJ16NU6nj3tfpYfXAeAy+fm55INtLjb0IoaBib2BqCq1sOe/cGhfVv31jJ+YAq+Bc9ibaxC3WcCnqoiPE4Hwe5gGbesRocf4Yh6AiH9JyOq1Ji6DUdUa9BEJZ+qW6E4AcKNYUzvOpGd1fmYtCYujsqlbemXWAzfUacL4Wd3V9Z6u4AsApAT2oNvpErKdU6GWFIgZwBPH1iEVOLHWzicMgTO69mXvpdGc8nDiwCQ1CoIgK9sF63N39BbW4ZOCFAnWek9407ulpvoHdeNzTnxPLz2PZLDk7iu/2iWb85gaG4w1/+SjaXsOdjM2JBg6uGhvRIYHZHQ6VriLnoIX2MV2tg0BEEgauqNRAEl8+7DU61Dk7qb7LQQko4TEFAoFP+dEhT4A1KFhQNgvfU+Qm64E0ETjG5+knMrRa4aRof2QETAJXkZZe3esd3lMWPwyn7OjxoGgEYIdkiJsszeBS+yxyjx/ZRz0Ph8XPHVtxjsrZ2O67E3kDPySvTmiJN4tYqTyZSdTdiYsZS9/C+ce/N/tZ2g05H20KMYM7sgiCp0McH0OXmXXtzeIFjrwpgVLP4bN+Nyih97BFGnR/Z5kdxuZI8Hv8cDajX4/djzdtKyfi3ZL79G07KfcBcfIHzceMJGjOx8bK2WqGln0LJ5E+HjT6Nh4UJazz+HLk8/g6uwiLBRo1EZjRhSUo46b3P3HghqDbLfR8iAAYT0H/D73kDFH5ZKELgmtwvPbdrzq22u7tnlhBUZPtL/0rGfmJjYKTCwePHiE3puCoVCoVAoFIpTR6USiQk3AkbeO/M5BEFAFESmZY8n0hhOsjUeh8+JKl/F6LTBHdt1SQpldL9E7E4fA7rFAiCogt05vqYq3KW72wMCoFdJ6PF3Oq5AsG5hxMRrTt7FKk66i3Ons/Lgeg7aynFvWI1VkkGAWFUr081b2JpahuS0kGXuyQNnn0+NfSAJ1hg0Kg07qvcQsi/A1OYaDhp387M7l6gwI2aDluwMA5qaIsI0AgFJjUr2U1LrZFNgCD215VSLsfT7+A7iUnNxn53BJzvnolJruabvRcSEm7ho4uGU1IN7xPHz9gyWRVxGeLiVO5/dyqWTnUxJakXUG9EndUXU6tHFpR91fQn0oKYw+Kx18YRBJ/XeKhR/RYIsHyfZt+JP7/P5/6RmxSxi0LMr2sKi08YhShK3rtyFWJJPSu8pWOOycLfWE9NlCBkDzz3Vp6w4wVp37aTgxus7pQ4STGZ0UZG4D6UQAlRWK4GWFgxZWXR9422alv1EyXPPdFrfe+48WrduwdwzF19TI7svueio48VccCEhAwZRePcd0D5bwZG/h+afV6GLj6fXN991ai/5/R05/huXLuHAww8CoIuPx1NVReSUqaQ/9EhHe19zM2WvvYI+ORnn/v00r1wBQOS0M0ib+QCCICAHAtjWrcXYJRNdXNzveDcVfzTrK+t5f1dRpxkDkQYdV/fswpAEZeaTQqFQKBQKheKvwdtYTeUHdyP73NQQRajUjF70I2tNlAtxCEC3ocMRPa3g92IdPB21JexUn7biBHvm5zfYXr2HayubyXD5qJNCibSI7I+wMkvrQAACTjNSwXBA4OppPRg/OJE7Fj5Gv7IyxticAJSfcQdpUbm0OLz0zIikeu7LuPauwSeLfMII8jyh6Awyz8w4A/22L/HmLQVRhebGl7hr8VMAXNf/EsZnDO84N1kKgCAgCMHZCre+uIKS6lYmJtiY4voeBJHE615GG5nYsY1992oc+zbg6zee25d/gSd/CCpR4PXbR5AUHxzQWmOvp6q1hj5xPRBOwiAwheKvQpkp8BeX1NyKq60Nv04m60A9qkAAo8uFXFvHhDt/IL7rqFN9ioqTzFVU2CkgACA7HXR5+j32XD4D2ecDINASLFrlau9ob9nYuUCVSm+g7NWXqf9+HprISHp9+z2i0YjkdIJaTdjIUSBJJF57HW07dmDMzkGXmEj02ecQmDABXWIS4WPGdNpn6UsvUvv1V4SOGk3U1GmEjR5D7CWXojKaaNm0AU9VFSpzcIqgq+Qg+/5xKzICvrpgDYHw8RMAMGR0oWHBD3irqsh54y2qZn1E5fvvogkPp/f8HxFE8QTeYcWpNCQhioHxkeQ32Gh2ewnTa+kWGXpSZggoFAqFQqFQKBQni6jVIQeCMwKW2zNJVDcwUr8fwesgI9JN0vWv/td9KP56SporAHg/JgLV9hG0yQam56YTSMhDLlqDvzEW2avH7weQ+WRhPv16malrcrO9Yhi9DWspC0RisMdy+6cr8fllLj87maTIoTT5isjzJqPq0oPeKdsYlz6c9FgTDfggJhXrkOlYQhO5aeAMGp3NjE49PNvFZ6ulatZMZBlC+p5GSL/J3HB2Lks3lTKxSywsno+gUiOog+mxP905l6UHVvNQUS2iz0NzvYOoGAOtvdbxsN2D7+MvcJ53L+q0XGYufRaH18mM3udyeva4U3XrFYo/HSUo8Bc3+PxnickYREtNIbsWvUxGSSkAKo2eiOTcU316ilPAmNElmJJKFJE9wdHU1sFDMKZl0O2DD9lz1ZXg93ekCEIUCRk4CEvvPrRsWI/kdgOgCrHgrasDwNfQQOvmTSRcfS3VX36BISkZ2e8j7f4HUJnMlL70Ip6qKpz7CtBFR5N82+0k33pbp/Nyl5fT3F582LZqJbafV9Fz9lck3xJsF3vBhTiLCjH36AlA67atHcdXmUwEHA6aflpC94//Q/3873EdKKJt107kQADhUG53lRqUzuG/PJUg0DNKGQWlUCgUCoVCofjrUlvCiZ/xBM6GWornO8nwLu9YZ0jrdUrPTXHqZEamsaliByEmE41JJajtYZw2ZCTxkd2QyuKw1i7EgZ/vw6qQWyPp2SOEWEs0Y2InsmiXi0e9wewRNwtq/FIAEPnpwGqeO/t6Ht/uJlaq5Vr1SqyhQwlJG4w9fy32vJUANC58F11MGqPThnQ6J0mSyd+6C4sjOPDQtmYOvoZKup9zN93Tg6P9vSkvIWh0aEKjAVhbtgWXz01RVBSJVQ18WxJOunkIN5+VQc1r14Ms4a7YjzktF7F95oFKUAb/KRT/CyUo8Ben0ZvJGhYsttp9/M00lO2iKv8n+p7xAFqDUtDy78jSqzd9Fy5G0Ghp2bgRx769xF10CQAtGzfRPmQAVUgIgZaW4Eh9g4HaH75HPmKGQdKNN6NPTiH/6isQNBqMGV0IHTKUkP4D2HP5pQA0DRhEzLnnYR02nLpv/l979xkfR3n1ffw321dtV12ybMm2XOUiF2xjXOmGgEOz6R1CCSEk9x1KSCO5IYRAEkpICBBKILRQQzHN2MY2BmzcuySr2Opdu6utM8+LdeQokDxPnjvBsfX/vrF2Zq6Za87HbefMdc6fwDTpXL2a4utv6DenRDDA1ksvIhEMkjJyJKHKShwZGTjSD/wetaemkl4+qe9zzokLCO3ajSs3h+516+hZ/xk4HDizc0gvn0SkoZHchQsx7HYKL74EZ3Y2zpwcLScUEREREZHDgqdoFJ6iUfymLEEkdBTx9X/GmTOE9PFzDvbU5CD59lFXEoyGsNvsvL7zfUZklVCcl0lLsA1X0ypmuCsBqChppynFxVUn3sqO6naOb/6MYzLX83xwBu05U1hw5FDqzW28uW0lcydNx5fm5p5vzqPppXsIbt9KW1MVGVMX4C4aBSmZEOrAjISI1Ff0K/8D8OIHu/nDmwEWZkzlhPxG4m37cGYV9DvG9TeNry+fcg4raz7BnzePW36T7Ic4F4Oo5cUz+SQciV58Ry7EbndyxzE389H2auYMnvBvj6/I4URJgQEkxZdP8YTjKZ5w/MGeihxk9tQ0ADLnzCFzTvI/jJ0frWbvr+9PHmAYDLvxZnwzZmBPTWPnDdf3Kx+UMmYMviNn0rnyQ5w5ueR99TRcecmMvs3tSjYXNk0wbGw6dzHhvckljP7Zcyg47/wvntT+h/V5Zy7CP/MoOlavov6xRxl02RU4/f7PHW5LSSXW0UbrW29gcyWXGKZPmMCen/4PXatWAeBITyNz1myizU1U330XVjTK6HvvxzddTYlEREREROTw4HbacfvSYf55B3sqcpDZDBvp7uT3/cXjT+nbfufbT9EdjTLO7iTVn8dtZ96OzeWhpj7IjQ8s4x7/WtyGxblpazC+uohY3KSlIpfS8EmcWHJE33kskm1JHf5clr/2Bru27uL11q9w/uAaji3PJq1s1ufmZBgGFjaWW1O45PJj6Wmr4eX6dYyo/pi5Q7/4u7nPk85nGyKsblqPPSNAoieTsqGZPHHXvZzq+ZSE3U140tkUD07llff38frKvSz/KMAvb1CJbJH/V0oKiAxAlmnSvXYtKSNH4sxMllnp+vSTAwcYBjW/+gVOv58xD/wmWW7or8RaWjAMg6Y/vUBvZQUNf3yK/EWLk/va2/tWG9Q/8XtiLS1947KOO4GqH/+IRCDImF8/SOqo0bA/STHusSeJNNTjmzadzlUrqdnf1Njm8TLk2q9/7h7iXV10rkiWG0pEo2C34xpURNsbr/cd07bkLVJKS8mYcSQkEgCY0ei/LpAiIiIiIiIi/0Fagm20hToYkzsC9pfvqfqkhPEGZKXFaYl6ufAnKzh/wRgmjsjBMGx8EillpqcCw0rQ1RWgpqGblRvrAfhkayMnHTUMACuSLCdsxhMUbXqMIYZFmzvG8vgRnJASZM/dF5IybCIFZ3+3bz5nHj2C4YN8DMlPx7DZueONrexubcZV/CFTB00g1ZXyuXv4qHYdHbU5uIZtxuVvZaxvAk+86WQKyRJBoZjBDx9cxSM/OIneaLIvYiyW+BKiK3L4UFJAZICJ1O+j8se3Edi4AU9xCcN/8CN61q/DM3jIgYNMk1hLC7GWFro+XkPG1CPoXr8em8tFvKOdzGOSzXsKzj2PRDBI9nHHU/njH2GGwxRdcSXDbv0+VixGYNtWWl//M/a0dIbedDOG00m0sRGAfY8+wqif/bzvkp7Bg/EMHty3D5LJifQpU/rN3zJNau65m1BlBdmnnkrHBx9gBgJgWgQ2bvzc/fbW1lL3mwexp6SSdexxZM7WUloRERERERE5/LxX8SGPr3+BqBnjqiMuIGbGyEvNpjAzndGBeuxY5PTsoTdyFMvW1zJ7ahYjZ1UTbLDY1DKMj+Nj+EbJEPIzUzh22hA6uiPYbAY/eGg140fksPDEK/FsWY5n+CQq/nAHnkSAEWWjuHjBDLqe/S9IxAhVrMOMhLC5kw/7DcNgyphkZYGNu1rYsQ2gmPwiJ16Hp9/8d9V28MirWygpKmbEuK00mgkSQMyM0RtJsIrR1CcyaUukYXrs3L7ifnabexg6eTzXHj35YIRc5JBlWJZlHexJiMiXZ8f119G9f1WAs6CAeE8PVjAIDgdFl1+J4bDTsXwZZixOuK4WKxRKlgPa//a/p6SERG8YMxJm9L33YwYCVHz/VuIdHQDYUlOZ+vZ7GHY7iXCYXd+6nkQ0RuG55+EtHcHO679OrLOTUXf/Av+MI79wjo3PPcu+3z9C4QUXMejCi/rtC2zfxrbLLun7POyWW4k0NVL/+0dxZPhI9Iawud0kAoHkPebm9lutUP7SK7gLB/0bIisiIiIiIiJycFS213DLu3f2fT5q8DRW7tyBlXBSUpjClaVnkLntDbo7OvhzZDyr3Zuwp3eyqLGLqYEIABVT5vNkcDcT8sZw45yrafnzr9m1cTOPd8+iyfRz4UljWXzcKADWrK/m+bc2MWnSCMqGZVPSuZZP33mbEYNSGXnFHV/Yzy8QivK9h1YTiSb4n6uPItvn7bf/x4+sYd+uHXwj/W2c6X7yL7uNm/64hPrKVAoyM2hsC5Gbbac11IFr6HaIu4h35uAYVMXskeO4Yebl//Y4ixwutFJAZIDxlpbS/eknpJSNI1xdjdUbSu6IxwlsWI9/zlyCW7b0H7Q/IQBgWRBrbgKg8gffI61sXF9CAMDh84HNRqK3l+q77qRnw4bksd+/FZvXixWLQSKBzen6wvlFGhpoe+dtMqZMpeCcc/vtC+7cSf0jD2PP8JHo7gKg9r57sXmT/5GIBwOUv/gKzS++QMMfngQg1traNz6lrAxnTu7/Kn4iIiIiIiIi/2kyvT7SXalEElGGdC3g/ZdiwFGAQU1iHdZ0O5G6HTiCHZxi7KRqsB9fwOxLCGCz88qGGAHbCNbGt7Czej2uzcsYZIPJrmqWhCfhS0t+j+/ds4nWZa/T3D6UF5dW8IK1m2GDMtjTfSxjs7K46wsSAgDvfFxDJJrgkq+UfS4h8NSS7fSEohQ7WkmxRSHYzAP3v8n0aA2bbYWMHj2CC08ay3k/eIshtiiTm0Os7hpLSzwDGw6OmDfx3x9kkcOI7WBPQES+XDknLsCRlUVo5w7MUDD5lB+wZ/go+trV1D/x+N8da/f7k2P285YMJX/x2djTko2MnDk5jH/sSax4nK2XXULbkrcA8JSWAmAlEljxOFhW8te/UXXH7Wy55CKC27bSsewDwjXV/fbXP/YonatXYRhGXwmjRDBArDW5EiD/zLNw5+eTOXcehmf/MkTLwnC5SB0/nrLfPoztb/ojiIiIiIiIiBzqsrx+ZhRNYkFLDwvqX2awvQ1IPpyfUTyJIS0tJIL7V/hbFt+q6+CSpq6+8RVDz6KutZREcwlmwE9u/nCs8vns8rrYMLKJ8xb7OPHIoYQq19PwzI8pC63jwvxtpKUkv2O3h7oBCEUjn5vbnvourvrpezy1ZAd7mwMsWVPTb//e5h6ee3cXO2o6KJpxLJ/4i3kpPImy6AaOdm3i2qwVXHjyWNJSXBw9dTAXpX/IMVYd5/jW47AbfPOEU5hdMu3fGl+Rw41WCogMIFYiQcUPvke8vb3fdsPpZMJTf8SZnY0rP59YSzOG14vV2wuAZ+hQwtXVJDo7cY0YgZVIkDlvPnmnn0FgyxYSoRCGw0HhJZfhyMggVFVJuHoPAM7sbMY/8hg9mzbR8tqrtL//LgAZRxzRd/3emhoqvv9denfvBsCekUH2ccfjHZ5MJsQ6Omh87hm8paUEtmwm56STSZ80mY6l7/e7j6bnn6P17SWYvb3JFQl/YbORVjZeCQERERERERE5LAVrtzHzvZdJtZKvAM/w7GJvcCYnzCjmGydPJli1CQwDDBvLQyM5xrMDLINdtlKqAl6yaqs4oSCbbfYivnHSJXgba3nQ1cvmIj95qdmcMin5HT6weXnfy4Uzj5vHEcNns7W6mfu2/BxXdw6TJ5f3m9em1c/x3qpK6lvHATBisJ8zjh7Rt/+jzQ1U7u2kfGQuzR0hjplRyiNpRVTuzWZh6iYAmmwJbr37eVJtPtp6OxmWmk2u2YMtGuJnJUspKRz3JUZa5PCgpIDIANLw1B+I1NX1fXb4fDhzchl683fpWPYBNff9CkwTR2YWdp+PyP4H+9gdYLdDIkFvRQXZJ51M/lmL2XLBgfI+lmkSb2sDwFMylLwzzyLa3MTQm76LzePBDPcSqqzAmZND9vEnYNhsxAMBOj9cQf0Tj/dbFZAxbTpDv3NT3+d9Dz9E88svYfN6OWLpcsxYjF3fvgGH348Vjyf7BxgGWBaJrgNvOrgKCog2NmKFwzQ9/yyDr7kWu6d/IyMRERERERGRQ5mViNP07O3JhADQ6nRQN9zGibl2Lps7hht+/wz+3Y2cl+EkZcxRvL6yiFQjSnPCT2vhRBbGXiA7HsTC4IrrHqbl/Udo3L6G6V4nm4syaQm2kuJMlvtJP2IB8WAXqSOnkjH5eGLxBB9vbsHXeDQZo3Zx7Ohk8mBnayW9+3aR8cHznAY0OzPYGhvCTRcdQUF2KgDdwSh3PvEJpgUXLBjD2ccfRWj3Oi7duIWGIYOgI7nS4QN3DuHGdMKYQAaP9s6h2DeL6TkvsdYV5uyN7zKssPRghV/kkKSkgMgAYv7V2/Npk6eSNXcudr+f8J4q9j32+77eAfGOdvIWLab+d78FIFxZ0e88be++Q8a06Qc22B3YXE5i7W18evRcnP5MYi3NjLjjThwZGQA0PP0U4eo9eEqGUnz9DVimSeWPfkDXqpUHTpOeQf6ixRQsPhvLNKm+6056q/fgnzUHgJRRo9n+9WuItrUSqUkuNyw49zyaX3kZyzSxIv2XKZbe8TMaHnuEzg8/xLDblRAQERERERGRw5KBhQVg2Nh53JksLBxPVUct71etZE9tmEtctTjMKIma9Vw41Mbk7ipMC9Y1d5DtTpYJ7jI9LHm7imOaduEG8qIJbNiYkT2c+oduwIyGSYS6cOWVkDb1RBJmgl21naxYvw9wcP788xmaOYSq9lpuffkxUnaP4mafE4cRp7Q8m9MmTKcgO5VwfQVtSx7GPaycofl5NLd0EArHueqn73F1+nv4ensoiFSSNnEegU1LmeiOsNbXiNVVAEC2z8FPvjObq19LViIYlpXBsIMZfJFDkJICIgNIwTnn0vT8syR6egisX0dg/bq+fdknnUzHhytw5eSQXj4ZT1FR3+qAv2VzOLA5D/z14czNIefEBbS9vQQrHCba2ADA7ptvBMsiY/p0suYfTSIYJH/xYgB2XHctPes/6zuHIz+fsl//NnldIFK/j5ZXXwHAisb6tsVaWvrGpIwaTer48ZjP/BEA76hR9O7adWCedjs5J59Cz4YNZM6b/y+MpIiIiIiIiMh/BsPuwHfkaXR++BzNDoM/7/6AJZUfEjPjFKUXUDrRx5qaUsqyc8iYPAtH1WaszcmOA83xdMxk/2Ae7plPucNJWkYuse524k4n4/JGMtXmI9a+uu964cYqLn/+ekynm4WjF3Dk+AJC4ThTRuezrb6a217/A/HObDoSPm7rOJ1rFo3igilj8TqTL+r1rH+XSEMFkYYKbnCnYPlCPLX2WEpiQXzmbrDZyT7hUoLbk9css1x8xb+V7UGDNjONRWl78LlPYmL+WGq69jG19KiDE3iRQ5hhWfsLgYnIgNC1bi07r7u2/0a7nbJHHydt9GgAemtr2Hz2oi8cP/q+B3AXFNJbU031z36KFY8T7+zs2+8pLSVcXf25ZILN6yXn5FMYfPU1BLZsZte3vgmA4fFghcNgs4Fp4h05EkdqKsN/9BPqH/894eo9BHfswPzLMTZb34qG3NNOJ+u44wnt3Ilht5NaXs72Sy/uu2bBeReQdexxpJWV/esCKCIiIiIiIvIf6JF3fsHytp1EbDashB0r4uXIUSP471lXAZAwEzyz/HcMWfUJg+nGMOD54AzWREZQPtHkqzPmMGF4Jq0v/5xQQyWPZcCuVDc2y+L0rjgzrVTibXvZnOri6UI/AGbEw7DIcSycNok5k4r4+i/fonZvFCOjCas7H1taB56yT0l1efB7/MwpmcbJ/hG0vv0INm8GvZXJlxWr08pZ0+TlnNQ1WC4PwdN/RKYFKbUfkTZ+Lrue/SWpgb0ARHzF7JlyPcdNK8bltB/EiIscupQUEBmA6h9/jODunXQsXXpgo81G0TXX0vnBBwS3bf38IJsdw2Zgc7sZ99gT1NxzN10fr8Hh8+HwZxKu3wexGCljxhLasf3AOKcT/qpskadkKNhthKuqkhv29wL4WyXfuZH8M84CoO7BB2h68U/kLz6H5ldfJtHR0e/Y7AUnUfrD20iEw2w846vE/2q/4XQy9f1lajIsIiIiIiIih7X67kZe2r6E+u5mele4MaIuKu0ZlE7uZN64UkLLnmFUIExmLPmi3a5oPvVWJkvsYzCHrefYMZO5rHgW+x79DgAbR5Xxnsdk3N46JkVgsCudeEcju7xOfl+UiYFBZM9YEi3F2GxQdtwOGj4rImxrIhZ3c0Q0zDavQWTYgZLEKU4vj5/xCwDiPe3UP3krmBZV067inhdqGOXcS5vhpS2ajWEY3Pvt+Qwb5KN944e0v/4rbEBtIpsd0UFkTj+JsxfOOEjRFjm0KSkgMoBtvuh8enfv/vsH2GzJX00Td9FgIvuSWflRv7gXDNj38O/IPeVU8k4/g5pf3EPTC88BMOjyK+le+ynhfXuJt7YC4PD5iXd1/v1rORzkn3Em0fZ2Ej3d5Jx8Cu68PGLd3YRrqrF7U/DPmcvG00793FD/nLkUXfE1Oj5Yit3no+7+ezFsNqz9KwomvvgKnkGD/jehEhERERERETkk9Ha1U3f/VdzWeQbdVgo2fzODhn7Cd2rbAbAMG2HceK1eAN4fMYJ36WZQej6/XPB9Wt54kERPB7kLv4EtxceeO8/GsExSRk0nmOLnjY5OxrZvJR6L8Zo5k/rmYvA1MaVwDTbTYHOGm/QI3FrXTLvp5bnSE5g5MZt1jVuZlD2ZAqOMnIIo9p5GsusqSJ8wj9uXreGzNW7ABGx99/Kz62ZRE9uM0+akcPlSvI0bieLARZyegqmUX/7dgxZnkUOZegqIDGA5C06mbve9YLfjzMwktv8Bfh/T7PsxHug5sN3lwj91Kv4jZ/Ztyjv9dAJbt5A6ZgxmuJfAxg39TvUPEwIA8ThNzz+HMzePosuvoOqH3//cKoLg9u3JlQemiX/OXCJ1tfhmzWbQ+Rey9crLidTW9B3rHl5KpHoPrvx8nJmZ/z/hERERERERETnkuFPTcKRnMTu8k5WMI6U4SLvTztpYCcNtLWTZQ3jppc1hI8UEs6sFe4YLRyyKYbOTd+o3+p0vc9YZhHavwz/zNK773Ua+bv+UEkeyOfHU3mb2mYPJDtk5v7Gbd7JTATcpcQOAiOVm+LYqJu15lfmzzuQny5xU7F1LanYt17hW4ojECezZRHt+Cq4RNgp8fjJCY7GZNhbNn0jAuZcnP36OUOV4aJ9Anr2EW8ZVw95NDJ1YflDiK3I40EoBkQEuXFeHKy8Pm9vNjm98ne61n/5fx7iHFFP+/J/+7v4tl1xEaOeOf3gOw+3GikQAcGRnE29r69tXeNHFNDz5RL+kgOFyYTidmMEg6dOmM/quu5OJgL11jPrVfey+8b9JdHf3ncOWmsbkV1/DcLlVOkhEREREREQGFDPSSyLcg9OXx56OOm565w7CW2fiC9n5VtbrxBxx3sxM5eLm5AuAEcAF5J/+X6SVfXHj3o7eLi66bQk/SXmNDHsYE8CCOjOH33XP5wf+l3EaCd51lPJ2yxFMyAqxoz2Va9LfY6ijFSN3GM/0zmHn3h5u8L9BOlFsQNSfy+0ZBr3xNP7nlKsZ3NJI86v34hg2EWvMdKJvPERtIpt7u07GwuCGs8uZPyEbuzf9yw2qyGFEKwVEBjjPkCF9P5fe9hOaXniO9uXLiDY0JJv7foHI3rp/eM5k89/PJwXSJk6kt7KKRDCA4XJjxWJgmv0SAgCNzz0LkCxZtP9aVjTalyAI7dhOb10dvRXJ0kd1999HIhCA/QkGMxSi5Nv/jT017Z+MhoiIiIiIiMihz+b2YnN7ARiWOYQbZ19DKPUDCqq24+iJQgwKo3EswADc+8cFNi/7u0mBVFcKmRM2YdbEwUqOMwwYYm/n2GEW7s4EAAn7aBKWmw2BGFguXghO5yjPLlpqMjgn5UnMvFSMaBRj/3ldnS3M6iznjfZy1hZGcIZWY5gJeqvWk+LPww4MdXSQ5rLIzvIxe/IQ7GowLPK/oqSAiPRxZmXh8PkJ79mT3OBwwP66/H9huN1kzT/mH55n0AUXEqqqpP2tN/ttL7r0cppefonOFcsxe7r/7nhrf2NiMxrBcDj6egMYTidWLIYZCuHMzMSRmUW8o53gzh34ph+Jd/gwBl1yGY50vS0gIiIiIiIi8hdHFE2k5oVfkQh2EbO7CWFyQmcvfeVDDBs2bxqZ8879u+dw2Z386OSrqH3qh/i7u8GCpeEywlkjuebSU/jkFx9gmQk+akxJDjBt5Ns6uTBtFU2JDOqt/Y8hYyHeG1ZCqLuNqW0OcgmxIzgYgPauCF2TZ7Jj3wZ2p7jpam/hmnHHUThmEn8cM/Pvzk1E/jlKCohIP5nz5tH61puEdu3slxBIHTeOwvMvIOvoYwFofu0Vos3NDLroEmwu1+fOM/y73yO4ZTORuuSb/oUXX4rvyJm0LX0f/vKAP5HA4fMR7+npd63BV11D88svEm1sBKcTw+PBCocxQyHYXxqo+ud3YsWTyQPicbrWrMZTUqyEgIiIiIiIiMgX8M1YSN2Hb+CNtuPb/5q+adhJm3EaudMX4EjPoi3UwXPr/8SUQeMZnz/mc+cYnllM/lduoO6Pt1Mbz+IT72y+d95MQni4q3sh8YSJL9VFabyRa/1LCcTs+OmhwN7Fp0OK6R11Bo9XLaWisZDCzsksD6YCcJxnC0N9LWxzrSUtMJ4leRkkurOIrhvHjXaDh+aWo1oAIv86SgqISD/uwkGM/c1DbFj4FRLBILbUVMxgkODWrYT31rPzO9/Gf+RMau7+OQCJQADPkGJq7/0lGAZFl16O4XBQ9+ADZJ1wIrHOTty5eQy66GIA7B5P33UKzr+A6p/eDoB3xAh6KyrAMDAcDqLNzckJxWJYsRg2rzdZzsiySHR30bliBd7hw+ntOdAAObhj+5cfMBEREREREZFDgH/maayLlZK//A48RpRViWGsDY6mc32CEzPfwx3oocEBK+vW8k7lCu47+cf89MNfs6+7gUyPj+/MuZpfrHqYYDTEmOE3sHJ9K1edPoriggy6AhFsNgMScNlJIxix7jXiXSH8QJM/j21GgJRSO0b1Fs5u6mZ7qIVZ7jVUOgpptjKZ6dgGQHVPJjUd/uSEE3bcxMmih0gs/o9vTkT+KWo0LCJfKBGJENq5k5r77iW0dTMAdn8mic6OZNFApxOiUQy3m7SycfSs/wwA77BhOLNz6F77KZ6SoUx45jkMwyDa3MSOb16Pze0mf/HZ+I6YRuVtP6Tns3UYDgclN92CFYvRtXolnStX/sO5eUqGknX0MRRedDGbz11MtKkJAFtKCpNffwu71/slREhERERERETk0NPR3ILTFuX8Xy/B7M7BlVfPpa4VlIWibMzP45n9C/CPL53Du5Uf9o1bNO4UXtj6OgBfn34xc4fOwDAMOj96hc6PXsEqX0jboFmMz+ii/vFbAAjllzN46kw2Ok1e2PYW396drCZQb/MwyAwTNdy4rAiWBUFHGu9Om8wZU85kV2sVj372LN/a00l+IkrG7EXkzDvnYIRL5LBkO9gTEJH/THa3m/SJEyk858A/ut6SkuQPltVX7id13DhCVZVgGLiLi/HPnsvg664n96unU3Tl12h8+ikiDQ30bNhAuHoPoZ076Fm3DiseI+fUU5Oni8epvv0n1Nx1J92fJZMLGMm1jHZ/Joan/0P+rKOPIbxvL92ffkLJf92Iq6AAADMUYvt1134p8RERERERERE5FGXm5ZKWU0TxpL24xnxM4dgGcs3kI0J7oIt0VyoOm4OEmWwc7HG4mZA3mvKCsVxQfganjT0Rs72QZZ/tBSCwZTlmbw+921fS3h3GXVjKZtck1kaGsbO2g/Y3f0veildotiIsyUplU5qbZ4u8bBl8BKtCwwDoNL3cGTiLyzxDSPvoDY4pmsLcnOPJspJz6F75Ar01Ww9azEQONyofJCL/UOacueScciqGYVD8X9+h9t5f0vLyS6SOHs3o+x8k2tLClnMXAxBtbKThD09g2G0Mu/kWtl19JYGNG+n8aDWj7/kluV89nY4PV9D65uuEdu9i5M9+nnz4b1lgt4NpApA2eTKRujpira2YkTBWuBcAe4aPtHHjaPrTCyQCPXR9vAZnZlay98D+80Rqaw5qvEREREREREQOBVfOWMyfd77HiSPmMWFWNi+8cRdLHRGumHoOUwdN5NF1zwJQHIpQHd7Gj9uqePDUO6jbF+HmXydX+PvS3Iw59mLqVrzGw9vz6K5ZTprnGDZlncAnjY0sSv0YgLZYkPHkEJ80jaer1hNvGczToUJCvRlsjhWTNaSE2f52Opa9CEBdJIO3V6aSnT6CGc6dAIT37sRbMu6gxUvkcKLyQSLyT4t1deJITcNwJPOKre+8TfXPftrXCHjI168jEQ7T+MenMXt7yT5xAYOvuoZIYwN7H/otgY0bAEgdP54h11xHz4b1ZB19NFsuuRgrGsHm8TDoiq+x94H7+q5pz/BRctMtVN1684GJOJ3YnC7MUJC0SVOItbYw5JpryTrm2C87JCIiIiIiIiKHtLiZIBwLk+ZONv/tjgTY8O5DDN64mh67wQMjS7h5/vU89M4KdqzNwGYz+NW355EfqaXd8LPi0QeY4a7gk9hwSi45j3CNwcgCDzXt60lb9ifSTYjOOYO7P3PQVJfsN+jw9jJregbt1DBmfQWzHdXELdieeySr96RQZ+Xz01FrcbrdFJz7fWx2vd8s8q+gP0ki8k9z+vz9PmfOnUfNXXcCkHfWIvyzZrP5vANlh1LHlrHl4gtJ9HRjz8zs2x7csoXKH36PWGsrnatW4szKJNrYiBmLYU9NwXC7sSIRABLdXTQ+9WT/icRimLEYaRPLGXPvfdhcrn/vjYuIiIiIiIgcphw2e19CACDDncbEnBG0s5p0u5s7j7+JP257g50VMSwySPE48Ncso+H9J7G8PrJsbgAyCbByxWOcubeeqAWOGZfiMh1AnN0N2zly+CJerasGIBF1UBnZQP3ObCYmbOAAhwETWtcwPt3AXPgjSiacddBiInK4UlJARP7X7B4PZY88Rm/1HjLnzsOKRkkdP4HQ7l2kjh6Df/Zs9v7uIQASHR3JQU4njswsYs3JJsHBbX9VGzCRoPHpp8k7axFNTz/VtznW2fGF10+fNFkJAREREREREZF/Md+MU3H6C3DmDsaVkce0onLWFL2OzZ7D2XMnYCXWAxDujfBM8GjK3XXsLIpwRbg9WSoYeHXpblrjJ5HvaWSXVc2VZT0MXtXBCZ5kFYEd1Q4CBXZe3FXONFdVsjowYHN7KSkpPKj3L3K4UvkgEflS9FZX07NxPbUPPIDd5WTc43/AmZnJ7u/fSueyDwAwHA6cObmY0Qh5C0+jc9WHhHbvPnASwyBj+gx6KyuItbZiuN2MfegR0kaPPng3JiIiIiIiIjJAWZZJaPc6XtnUy7MfdXDG/BFceuo4emu2UPHcPewIZPFkcC4pXjtZw5pJGbSX+f7FvPXqxyz0fMIoZyMA70ybxe5oF1dt3oHDjJM++Xiy5p2LPdV3sG9R5LCkpICIfKnMaBRsNmyOAwuV9j78EO1LlzL05lvIKJ8EQPOrr1B95x39xroKCyl/8RWsRIL2994lZeQoUkpLv/R7EBEREREREZH+QuEYKR5n3+eO7jD/8/QycrPc3Hz20X3br7j9XZraQ4x0NHBtxru0O+2YZ93AkcOPItpcS6RpD2llszDUP0Dk30ZJARH5jxRpamL7tVcRra/H8KZQ9rtH8A4d2i+ZICIiIiIiIiKHlleWV/DaW59ysmst82aX4ZqzCJ8342BPS2RAUVJARP6jda/9FFd+Pp4hxQd7KiIiIiIiIiLyLxAPdBBtqMJbOgnDZj/Y0xEZcJQUEBEREREREREREREZIGwHewIiIiIiIiIiIiIiIvLlUFJARERERERERERERGSAUFJARERERERERERERGSAUFJARERERERERERERGSAUFJARERERERERERERGSAUFJARERERERERERERGSAUFJARERERERERERERGSAUFJARERERERERERERGSAUFJARERERERERERERGSAUFJARERERERERERERGSAUFJARERERERERERERGSAUFJARERERERERERERGSAUFJARERERERERERERGSAUFJARERERERERERERGSAUFJARERERERERERERGSAUFJARERERERERERERGSAUFJARERERERERERERGSAUFJARERERERERERERGSAUFJARERERERERERERGSAUFJARERERERERERERGSAUFJARERERERERERERGSA+D/r6itqeRcDNAAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pl.umap(adata, color=[CELL_TYPE_COLUMN, GROUPING_COLUMN], frameon=False, wspace=1.3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you have a clustering or cell-type annotation, cell type composition can provide a rough understanding of the data and help identify underrepresented cell types that could complicate differential expression analysis." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2026-03-26T05:05:43.366085Z", "iopub.status.busy": "2026-03-26T05:05:43.365870Z", "iopub.status.idle": "2026-03-26T05:05:43.775983Z", "shell.execute_reply": "2026-03-26T05:05:43.774554Z", "shell.execute_reply.started": "2026-03-26T05:05:43.366065Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Cell types with >=75% bias toward one condition:\n", "Age Mid Old Young\n", "highres_celltype \n", "HSC 22.257053 75.548589 2.194357\n", "Naive CD8 T cell 8.000000 1.000000 91.000000\n", "\n", "These cell types might show disproportionate changes between conditions.\n" ] } ], "source": [ "crosstab = (\n", " pd.crosstab(\n", " adata.obs[CELL_TYPE_COLUMN], adata.obs[GROUPING_COLUMN], normalize=\"index\"\n", " )\n", " * 100\n", ")\n", "\n", "# Plot the distribution\n", "ax = crosstab.plot(kind=\"bar\", stacked=False, figsize=(12, 8))\n", "ax.grid(False)\n", "plt.xlabel(\"Cell Type\")\n", "plt.ylabel(\"Percentage (%)\")\n", "plt.title(\"Cell Type Distribution by Condition\")\n", "plt.legend(title=GROUPING_COLUMN)\n", "plt.xticks(rotation=90)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "# Print extremes (cell types with high bias toward one condition)\n", "bias_threshold = 75 # Percentage threshold for considering a cell type biased\n", "biased_types = crosstab[(crosstab > bias_threshold).any(axis=1)]\n", "\n", "if not biased_types.empty:\n", " print(f\"Cell types with >={bias_threshold}% bias toward one condition:\")\n", " print(biased_types)\n", " print(\"\\nThese cell types might show disproportionate changes between conditions.\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Diffusion Maps Preprocessing\n", "\n", "Kompot requires a continuous representation of cell states. [Palantir diffusion maps](https://github.com/dpeerlab/Palantir) capture the geometry of differentiation trajectories while reducing noise:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2026-03-26T05:05:43.777069Z", "iopub.status.busy": "2026-03-26T05:05:43.776818Z", "iopub.status.idle": "2026-03-26T05:05:44.496178Z", "shell.execute_reply": "2026-03-26T05:05:44.495500Z", "shell.execute_reply.started": "2026-03-26T05:05:43.777046Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/fh/fast/setty_m/user/dotto/kompot/.venv/lib/python3.12/site-packages/joblib/externals/loky/backend/context.py:131: UserWarning: Could not find the number of physical cores for the following reason:\n", "found 0 physical cores < 1\n", "Returning the number of logical cores instead. You can silence this warning by setting LOKY_MAX_CPU_COUNT to the number of cores you want to use.\n", " warnings.warn(\n", " File \"/fh/fast/setty_m/user/dotto/kompot/.venv/lib/python3.12/site-packages/joblib/externals/loky/backend/context.py\", line 255, in _count_physical_cores\n", " raise ValueError(f\"found {cpu_count_physical} physical cores < 1\")\n" ] } ], "source": [ "palantir.utils.run_diffusion_maps(adata, pca_key=\"X_pca_harmony\", n_components=40);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Differential Abundance Analysis\n", "\n", "Identify cell states that change in frequency between conditions.\n", "\n", "See [kompot.da](https://kompot.readthedocs.io/en/latest/simplified.html#kompot.da) for full documentation." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2026-03-26T05:05:44.497068Z", "iopub.status.busy": "2026-03-26T05:05:44.496732Z", "iopub.status.idle": "2026-03-26T05:06:26.152621Z", "shell.execute_reply": "2026-03-26T05:06:26.150710Z", "shell.execute_reply.started": "2026-03-26T05:05:44.497050Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2026-03-26 05:05:44,501] [INFO ] Condition 1 (Young): 2,917 cells\n", "[2026-03-26 05:05:44,502] [INFO ] Condition 2 (Old): 3,116 cells\n", "[2026-03-26 05:05:44,506] [INFO ] Fitting density estimator for condition 1...\n", "[2026-03-26 05:06:09,199] [INFO ] Fitting density estimator for condition 2...\n", "[2026-03-26 05:06:26,116] [INFO ] This run will have `run_id=0`.\n" ] } ], "source": [ "da_results = kompot.da(\n", " adata,\n", " groupby=GROUPING_COLUMN,\n", " condition1=CONDITIONS[0],\n", " condition2=CONDITIONS[1],\n", " obsm_key=DIMENSIONALITY_REDUCTION,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Visualize Abundance Changes\n", "\n", "Results are stored in `adata.obs`:\n", "- `kompot_da_Young_to_Old_lfc`: Log fold change (positive = enriched in Old)\n", "- `kompot_da_Young_to_Old_lfc_direction`: Categorical classification (up/down/unchanged)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2026-03-26T05:06:26.153894Z", "iopub.status.busy": "2026-03-26T05:06:26.153646Z", "iopub.status.idle": "2026-03-26T05:06:26.493578Z", "shell.execute_reply": "2026-03-26T05:06:26.491979Z", "shell.execute_reply.started": "2026-03-26T05:06:26.153871Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pl.embedding(\n", " adata, \"umap\",\n", " color=[f\"kompot_da_{CONDITIONS[0]}_to_{CONDITIONS[1]}_lfc_direction\", f\"kompot_da_{CONDITIONS[0]}_to_{CONDITIONS[1]}_lfc\"],\n", " color_map=\"RdBu_r\",\n", " vcenter=0,\n", " frameon=False,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Volcano Plot\n", "\n", "[Volcano plots for differential abundance](https://kompot.readthedocs.io/en/latest/plotting.html#kompot.plot.volcano_da) show effect size (x-axis) vs. statistical significance (y-axis):" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2026-03-26T05:06:26.494794Z", "iopub.status.busy": "2026-03-26T05:06:26.494485Z", "iopub.status.idle": "2026-03-26T05:06:27.090339Z", "shell.execute_reply": "2026-03-26T05:06:27.088976Z", "shell.execute_reply.started": "2026-03-26T05:06:26.494773Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2026-03-26 05:06:26,496] [INFO ] Found DA run info for run_id=-1\n", "[2026-03-26 05:06:26,497] [INFO ] Found lfc_key='kompot_da_Young_to_Old_lfc' from run info\n", "[2026-03-26 05:06:26,498] [INFO ] Found ptp_key='kompot_da_Young_to_Old_neg_log10_lfc_ptp' from run info\n", "[2026-03-26 05:06:26,500] [INFO ] Successfully inferred fields: {'lfc_key': 'kompot_da_Young_to_Old_lfc', 'ptp_key': 'kompot_da_Young_to_Old_neg_log10_lfc_ptp'}\n", "[2026-03-26 05:06:26,500] [INFO ] Using inferred thresholds - lfc_threshold: 1.0, ptp_threshold: 0.05\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "kompot.plot.volcano_da(adata, color=CELL_TYPE_COLUMN)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Points above the horizontal line and outside vertical lines are significantly changed.\n", "\n", "Adjust thresholds using `ptp_threshold` and `lfc_threshold` parameters. Use `update_direction=True` to update the classification in `adata.obs`." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2026-03-26T05:06:27.091204Z", "iopub.status.busy": "2026-03-26T05:06:27.091024Z", "iopub.status.idle": "2026-03-26T05:06:27.821542Z", "shell.execute_reply": "2026-03-26T05:06:27.819702Z", "shell.execute_reply.started": "2026-03-26T05:06:27.091186Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2026-03-26 05:06:27,096] [INFO ] Selected 1,075 cells out of 8,090 total cells.\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Visualize only significantly changed cells\n", "kompot.plot.embedding(\n", " adata, \"umap\",\n", " color=[CELL_TYPE_COLUMN, f\"kompot_da_{CONDITIONS[0]}_to_{CONDITIONS[1]}_lfc\"],\n", " groups={f\"kompot_da_{CONDITIONS[0]}_to_{CONDITIONS[1]}_lfc_direction\": [\"up\", \"down\"]},\n", " frameon=False,\n", " wspace=.5,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `mgroups` parameter in the [kompot.plot.embedding](https://kompot.readthedocs.io/en/latest/plotting.html#kompot.plot.embedding) function allows plotting increasing and decreasing cell types separately:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2026-03-26T05:06:27.823125Z", "iopub.status.busy": "2026-03-26T05:06:27.822861Z", "iopub.status.idle": "2026-03-26T05:06:28.526901Z", "shell.execute_reply": "2026-03-26T05:06:28.525464Z", "shell.execute_reply.started": "2026-03-26T05:06:27.823101Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2026-03-26 05:06:27,853] [INFO ] Selected 585 cells out of 8,090 total cells.\n", "[2026-03-26 05:06:27,952] [INFO ] Selected 490 cells out of 8,090 total cells.\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "kompot.plot.embedding(\n", " adata,\n", " \"umap\",\n", " color=CELL_TYPE_COLUMN,\n", " mgroups=[{f\"kompot_da_{CONDITIONS[0]}_to_{CONDITIONS[1]}_lfc_direction\":[d]} for d in [\"up\", \"down\"]],\n", " frameon=False,\n", " wspace=.5,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Summary by Cell Type\n", "\n", "Aggregate abundance changes by cell type with the [direction_barplot](https://kompot.readthedocs.io/en/latest/plotting.html#kompot.plot.direction_barplot):" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "execution": { "iopub.execute_input": "2026-03-26T05:06:28.527953Z", "iopub.status.busy": "2026-03-26T05:06:28.527725Z", "iopub.status.idle": "2026-03-26T05:06:28.984365Z", "shell.execute_reply": "2026-03-26T05:06:28.983071Z", "shell.execute_reply.started": "2026-03-26T05:06:28.527931Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2026-03-26 05:06:28,529] [INFO ] Found DA run info for run_id=-1\n", "[2026-03-26 05:06:28,530] [INFO ] Found direction_key='kompot_da_Young_to_Old_lfc_direction' from run info\n", "[2026-03-26 05:06:28,531] [INFO ] Successfully inferred fields: {'direction_key': 'kompot_da_Young_to_Old_lfc_direction'}\n", "[2026-03-26 05:06:28,532] [INFO ] Using DA run 0 for direction_barplot: comparing Young to Old\n", "[2026-03-26 05:06:28,533] [INFO ] Creating direction barplot: comparing Young to Old\n", "[2026-03-26 05:06:28,534] [INFO ] Using fields - category_column: 'highres_celltype', direction_column: 'kompot_da_Young_to_Old_lfc_direction'\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "kompot.plot.direction_barplot(adata, category_column=CELL_TYPE_COLUMN)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Differential Expression Analysis\n", "\n", "Identify genes that change in expression between conditions.\n", "\n", "The `batch_size` parameter in `GPSettings` controls peak memory usage during prediction. Set it to `0` to process all cells at once (fastest, but uses most memory), or to e.g. `100` to process in batches (slower, but much lower memory footprint). For large datasets, start with `batch_size=100` and increase if memory allows.\n", "\n", "See [kompot.de](https://kompot.readthedocs.io/en/latest/simplified.html#kompot.de) for full documentation." ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "execution": { "iopub.execute_input": "2026-03-26T05:06:28.985320Z", "iopub.status.busy": "2026-03-26T05:06:28.985142Z", "iopub.status.idle": "2026-03-26T05:07:26.550601Z", "shell.execute_reply": "2026-03-26T05:07:26.549377Z", "shell.execute_reply.started": "2026-03-26T05:06:28.985304Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2026-03-26 05:06:28,988] [INFO ] Condition 1 (Young): 2,917 cells\n", "[2026-03-26 05:06:28,989] [INFO ] Condition 2 (Old): 3,116 cells\n", "[2026-03-26 05:06:32,589] [INFO ] Fitting expression estimator for condition 1...\n", "[2026-03-26 05:06:37,078] [INFO ] Fitting expression estimator for condition 2...\n", "[2026-03-26 05:07:22,007] [INFO ] FDR analysis complete: 192/16285 genes significantly DE at FDR < 0.05\n", "[2026-03-26 05:07:22,010] [INFO ] Mahalanobis distance threshold for FDR < 0.05: 27.3487\n", "[2026-03-26 05:07:26,143] [INFO ] This run will have `run_id=0`.\n" ] } ], "source": [ "de_results = kompot.de(\n", " adata,\n", " groupby=GROUPING_COLUMN,\n", " condition1=CONDITIONS[0],\n", " condition2=CONDITIONS[1],\n", " layer=LAYER_FOR_EXPRESSION,\n", " obsm_key=DIMENSIONALITY_REDUCTION,\n", " gp=kompot.GPSettings(batch_size=0), # 0 = all cells at once; increase for lower memory\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Resource Planning\n", "\n", "For larger datasets or production workflows, you may want to optimize memory usage and computational resources. See the [Resource Planning section](https://kompot.readthedocs.io/en/latest/notebooks/02_differential_expression_detailed.html#Resource-Planning) in Tutorial 2 for more detailed guidance." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Results Interpretation\n", "\n", "Results are stored in `adata.var`:\n", "\n", "- `kompot_de_Young_to_Old_mean_lfc`: Average log fold change\n", "- `kompot_de_Young_to_Old_mahalanobis`: Statistical significance (higher = more significant)\n", "- `kompot_de_Young_to_Old_is_de`: Boolean flag for significant genes (FDR < 0.05)\n", "\n", "The Mahalanobis distance accounts for covariance structure and is more sensitive than simple fold change." ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "execution": { "iopub.execute_input": "2026-03-26T05:07:26.552016Z", "iopub.status.busy": "2026-03-26T05:07:26.551733Z", "iopub.status.idle": "2026-03-26T05:07:26.574874Z", "shell.execute_reply": "2026-03-26T05:07:26.573682Z", "shell.execute_reply.started": "2026-03-26T05:07:26.551995Z" } }, "outputs": [ { "data": { "text/html": [ "
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kompot_de_Young_to_Old_mahalanobiskompot_de_Young_to_Old_mean_lfckompot_de_Young_to_Old_mahalanobis_local_fdrkompot_de_Young_to_Old_is_de
H2-Q771.5253891.2351271.283051e-141True
Cd7460.0454020.3520171.641288e-80True
H2-Aa59.3867370.4736192.138015e-77True
H2-Ab157.8216720.5109851.587428e-70True
Igkc53.6325330.0539611.449781e-53True
H2-Eb153.4200150.4116158.317419e-53True
AW11201053.3976250.7914541.114916e-52True
S100a948.791349-0.1702845.227218e-37True
Ifitm347.6089680.3675471.495789e-33True
S100a847.399107-0.1650965.666264e-33True
H2-Q645.9948740.7823284.653634e-29True
Cd5245.333064-0.1279242.354772e-27True
Aldh1a144.5987960.4908441.680908e-25True
Ifitm144.3426280.4277467.277377e-25True
Ifitm243.9621760.2858125.729668e-24True
Ighm43.241943-0.1737953.048712e-22True
Cd79a43.137389-0.0043665.438479e-22True
Apoe42.951821-0.1312191.452203e-21True
Fos42.2805620.5315054.706711e-20True
Gm4728341.9555310.6271692.573640e-19True
\n", "
" ], "text/plain": [ " kompot_de_Young_to_Old_mahalanobis kompot_de_Young_to_Old_mean_lfc \\\n", "H2-Q7 71.525389 1.235127 \n", "Cd74 60.045402 0.352017 \n", "H2-Aa 59.386737 0.473619 \n", "H2-Ab1 57.821672 0.510985 \n", "Igkc 53.632533 0.053961 \n", "H2-Eb1 53.420015 0.411615 \n", "AW112010 53.397625 0.791454 \n", "S100a9 48.791349 -0.170284 \n", "Ifitm3 47.608968 0.367547 \n", "S100a8 47.399107 -0.165096 \n", "H2-Q6 45.994874 0.782328 \n", "Cd52 45.333064 -0.127924 \n", "Aldh1a1 44.598796 0.490844 \n", "Ifitm1 44.342628 0.427746 \n", "Ifitm2 43.962176 0.285812 \n", "Ighm 43.241943 -0.173795 \n", "Cd79a 43.137389 -0.004366 \n", "Apoe 42.951821 -0.131219 \n", "Fos 42.280562 0.531505 \n", "Gm47283 41.955531 0.627169 \n", "\n", " kompot_de_Young_to_Old_mahalanobis_local_fdr \\\n", "H2-Q7 1.283051e-141 \n", "Cd74 1.641288e-80 \n", "H2-Aa 2.138015e-77 \n", "H2-Ab1 1.587428e-70 \n", "Igkc 1.449781e-53 \n", "H2-Eb1 8.317419e-53 \n", "AW112010 1.114916e-52 \n", "S100a9 5.227218e-37 \n", "Ifitm3 1.495789e-33 \n", "S100a8 5.666264e-33 \n", "H2-Q6 4.653634e-29 \n", "Cd52 2.354772e-27 \n", "Aldh1a1 1.680908e-25 \n", "Ifitm1 7.277377e-25 \n", "Ifitm2 5.729668e-24 \n", "Ighm 3.048712e-22 \n", "Cd79a 5.438479e-22 \n", "Apoe 1.452203e-21 \n", "Fos 4.706711e-20 \n", "Gm47283 2.573640e-19 \n", "\n", " kompot_de_Young_to_Old_is_de \n", "H2-Q7 True \n", "Cd74 True \n", "H2-Aa True \n", "H2-Ab1 True \n", "Igkc True \n", "H2-Eb1 True \n", "AW112010 True \n", "S100a9 True \n", "Ifitm3 True \n", "S100a8 True \n", "H2-Q6 True \n", "Cd52 True \n", "Aldh1a1 True \n", "Ifitm1 True \n", "Ifitm2 True \n", "Ighm True \n", "Cd79a True \n", "Apoe True \n", "Fos True \n", "Gm47283 True " ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Top differentially expressed genes\n", "adata.var.loc[\n", " :, adata.var.columns.str.contains(\"kompot_de\")\n", "].sort_values(\n", " f\"kompot_de_{CONDITIONS[0]}_to_{CONDITIONS[1]}_mahalanobis\", ascending=False\n", ").head(20)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Volcano Plot\n", "\n", "Visualize effect size vs. significance for differential expression with the [volcano_de plot](https://kompot.readthedocs.io/en/latest/plotting.html#kompot.plot.volcano_de):" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "execution": { "iopub.execute_input": "2026-03-26T05:07:26.575894Z", "iopub.status.busy": "2026-03-26T05:07:26.575640Z", "iopub.status.idle": "2026-03-26T05:07:26.874456Z", "shell.execute_reply": "2026-03-26T05:07:26.872928Z", "shell.execute_reply.started": "2026-03-26T05:07:26.575871Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2026-03-26 05:07:26,577] [INFO ] Found DE run info for run_id=-1\n", "[2026-03-26 05:07:26,578] [INFO ] Found mean_lfc_key='kompot_de_Young_to_Old_mean_lfc' from run info\n", "[2026-03-26 05:07:26,579] [INFO ] Found mahalanobis_key='kompot_de_Young_to_Old_mahalanobis' from run info\n", "[2026-03-26 05:07:26,580] [INFO ] Successfully inferred fields: {'mean_lfc_key': 'kompot_de_Young_to_Old_mean_lfc', 'mahalanobis_key': 'kompot_de_Young_to_Old_mahalanobis'}\n", "[2026-03-26 05:07:26,581] [INFO ] Using DE run 0: comparing Young to Old\n", "[2026-03-26 05:07:26,598] [INFO ] Using data columns from var - lfc: 'kompot_de_Young_to_Old_mean_lfc', score: 'kompot_de_Young_to_Old_mahalanobis'\n", "[2026-03-26 05:07:26,602] [INFO ] Highlighting 192 genes marked as DE (109 up, 83 down)\n", "[2026-03-26 05:07:26,614] [INFO ] Labeling top 10 genes by score\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "kompot.plot.volcano_de(adata)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Fold Change Heatmap\n", "\n", "Visualize fold changes across top differentially expressed genes with a heatmap. This provides a complementary view to the volcano plot, showing the magnitude and direction of expression changes.\n", "\n", "Note that the gene selection is based on Kompot's Mahalanobis distance (statistical significance), but the fold changes displayed are simply the difference of mean expressions from the input expression layer (in this case `logged_counts`), not a Kompot-specific metric:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "execution": { "iopub.execute_input": "2026-03-26T05:07:26.875381Z", "iopub.status.busy": "2026-03-26T05:07:26.875167Z", "iopub.status.idle": "2026-03-26T05:07:28.466410Z", "shell.execute_reply": "2026-03-26T05:07:28.464981Z", "shell.execute_reply.started": "2026-03-26T05:07:26.875361Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2026-03-26 05:07:26,879] [INFO ] Inferred condition_column='Age' from run information\n", "[2026-03-26 05:07:26,880] [INFO ] Inferred condition1='Young' from run information\n", "[2026-03-26 05:07:26,881] [INFO ] Inferred condition2='Old' from run information\n", "[2026-03-26 05:07:26,882] [INFO ] Inferred layer='logged_counts' from run information\n", "[2026-03-26 05:07:26,883] [INFO ] Creating fold change heatmap with 20 genes/features\n", "[2026-03-26 05:07:26,885] [INFO ] Using expression data from layer: 'logged_counts'\n", "[2026-03-26 05:07:26,958] [INFO ] Excluded 7 cells from groups: Plasma cell\n", "[2026-03-26 05:07:26,965] [INFO ] Applying gene-wise z-scoring (standard_scale='var')\n", "[2026-03-26 05:07:27,037] [WARNING ] standard_scale is ignored in fold_change_mode as z-scoring is not appropriate for fold changes\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Selecting top 20 genes\n", "genes = adata.var[f\"kompot_de_{CONDITIONS[0]}_to_{CONDITIONS[1]}_mahalanobis\"].sort_values(ascending=False).head(20).index\n", "\n", "kompot.plot.heatmap(\n", " adata,\n", " genes=genes,\n", " groupby=CELL_TYPE_COLUMN, # Aggregate expression by cell type\n", " exclude_groups=\"Plasma cell\", # Remove cell types with too little representation\n", " vmin=\"p1\", # Color scale minimum at 1st percentile (handles outliers)\n", " vmax=\"p99\", # Color scale maximum at 99th percentile\n", " fold_change_mode=True, # Display fold changes instead of mean expression\n", ")" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "execution": { "iopub.execute_input": "2026-03-27T01:03:17.657759Z", "iopub.status.busy": "2026-03-27T01:03:17.657169Z", "iopub.status.idle": "2026-03-27T01:03:18.531026Z", "shell.execute_reply": "2026-03-27T01:03:18.529694Z", "shell.execute_reply.started": "2026-03-27T01:03:17.657710Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2026-03-27 01:03:17,660] [INFO ] Found DE run info for run_id=-1\n", "[2026-03-27 01:03:17,662] [INFO ] Found mean_lfc_key='kompot_de_Young_to_Old_mean_lfc' from run info\n", "[2026-03-27 01:03:17,664] [INFO ] Found mahalanobis_key='kompot_de_Young_to_Old_mahalanobis' from run info\n", "[2026-03-27 01:03:17,666] [INFO ] Successfully inferred fields: {'mean_lfc_key': 'kompot_de_Young_to_Old_mean_lfc', 'mahalanobis_key': 'kompot_de_Young_to_Old_mahalanobis'}\n", "[2026-03-27 01:03:17,667] [INFO ] Using DE run 0: comparing Young to Old\n", "[2026-03-27 01:03:17,669] [INFO ] Using fields for gene expression plot - lfc_key: 'kompot_de_Young_to_Old_mean_lfc', score_key: 'kompot_de_Young_to_Old_mahalanobis'\n", "[2026-03-27 01:03:17,670] [INFO ] Using layer 'logged_counts' inferred from run information\n", "[2026-03-27 01:03:17,673] [INFO ] Using imputed layer 'kompot_de_Young_imputed' for 'Young'\n", "[2026-03-27 01:03:17,674] [INFO ] Using imputed layer 'kompot_de_Old_imputed' for 'Old'\n", "[2026-03-27 01:03:17,674] [INFO ] Using fold_change layer 'kompot_de_Young_to_Old_fold_change' from run_info\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "kompot.plot.plot_gene_expression(\n", " adata, gene=\"Apoe\", frameon=False\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Functional Enrichment\n", "\n", "Use [StringDBReport](https://kompot.readthedocs.io/en/latest/plotting.html#stringdb-integration) to analyze gene sets using [STRING database](https://string-db.org/):\n", "\n", "> **Privacy Note**: This sends gene lists to the STRING database API. If working with sensitive data, consider local alternatives." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2026-03-27T01:41:13.294841Z", "iopub.status.busy": "2026-03-27T01:41:13.294457Z" } }, "outputs": [], "source": [ "# Selecting all significantly different genes\n", "genes = adata.var_names[adata.var[f\"kompot_de_{CONDITIONS[0]}_to_{CONDITIONS[1]}_is_de\"]]\n", "\n", "# Create STRING report\n", "report = kompot.plot.StringDBReport(\n", " genes, \n", " species_id=10090, # 10090 = Mus musculus, 9606 = Homo Sapiens\n", " include_enrichment=True\n", ")\n", "report" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "execution": { "iopub.execute_input": "2026-03-26T05:08:04.425691Z", "iopub.status.busy": "2026-03-26T05:08:04.425460Z", "iopub.status.idle": "2026-03-26T05:08:11.123363Z", "shell.execute_reply": "2026-03-26T05:08:11.121897Z", "shell.execute_reply.started": "2026-03-26T05:08:04.425670Z" } }, "outputs": [ { "data": { "text/html": [ "
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categorytermnumber_of_genesnumber_of_genes_in_backgroundncbiTaxonIdinputGenespreferredNamesp_valuefdrdescriptionexpectedstrengthsignal
774FunctionGO:0042605103110090[H2-K1, H2-Ab1, H2-Aa, H2-Q7, H2-T22, H2-Q4, H...[H2-K1, H2-Ab1, H2-Aa, H2-Q7, H2-T22, H2-Q4, H...1.600000e-123.910000e-09Peptide antigen binding0.2818181.5500310.899806
772FunctionGO:0003823126310090[H2-K1, H2-Ab1, H2-Aa, H2-Q7, H2-T22, H2-Q4, H...[H2-K1, H2-Ab1, H2-Aa, H2-Q7, H2-T22, H2-Q4, H...1.940000e-123.910000e-09Antigen binding0.5727271.3212330.680418
777FunctionGO:004260883110090[H2-K1, H2-Q7, H2-T22, H2-Q4, H2-T23, Lck, H2-...[H2-K1, H2-Q7, H2-T22, H2-Q4, H2-T23, Lck, H2-...1.290000e-099.050000e-07T cell receptor binding0.2818181.4531210.678800
780FunctionGO:004261072410090[H2-K1, H2-Q7, H2-T22, H2-Q4, H2-T23, Lck, H2-Q6][H2-K1, H2-Q7, H2-T22, H2-Q4, H2-T23, Lck, H2-Q6]7.010000e-093.440000e-06CD8 receptor binding0.2181821.5062790.672675
782FunctionGO:004697972510090[H2-K1, H2-Q7, H2-T22, H2-Q4, H2-T23, Tap1, H2...[H2-K1, H2-Q7, H2-T22, H2-Q4, H2-T23, Tap1, H2...8.910000e-093.920000e-06TAP2 binding0.2272731.4885510.657889
783FunctionGO:004697872610090[H2-K1, H2-Q7, H2-T22, H2-Q4, H2-T23, Tap1, H2...[H2-K1, H2-Q7, H2-T22, H2-Q4, H2-T23, Tap1, H2...1.120000e-084.230000e-06TAP1 binding0.2363641.4715170.645364
775FunctionGO:0042287105210090[H2-K1, Cd81, Cd8b1, H2-Q7, H2-T22, H2-Q4, Cd7...[H2-K1, Cd81, Cd8b1, H2-Q7, H2-T22, H2-Q4, Cd7...1.310000e-101.280000e-07MHC protein binding0.4727271.3253890.628116
781FunctionGO:004228884110090[H2-K1, Cd8b1, H2-Q7, H2-T22, H2-Q4, H2-T23, T...[H2-K1, Cd8b1, H2-Q7, H2-T22, H2-Q4, H2-T23, T...8.800000e-093.920000e-06MHC class I protein binding0.3727271.3316990.562132
788FunctionGO:003088162510090[H2-K1, H2-Q7, H2-T22, H2-Q4, H2-T23, H2-Q6][H2-K1, H2-Q7, H2-T22, H2-Q4, H2-T23, H2-Q6]2.340000e-076.040000e-05beta-2-microglobulin binding0.2272731.4216040.532037
786FunctionGO:007188985510090[Zfp36l1, H2-K1, Zfp36, H2-Q7, H2-T22, H2-Q4, ...[Zfp36l1, H2-K1, Zfp36, H2-Q7, H2-T22, H2-Q4, ...6.820000e-081.970000e-0514-3-3 protein binding0.5000001.2041200.452814
\n", "
" ], "text/plain": [ " category term number_of_genes number_of_genes_in_background \\\n", "774 Function GO:0042605 10 31 \n", "772 Function GO:0003823 12 63 \n", "777 Function GO:0042608 8 31 \n", "780 Function GO:0042610 7 24 \n", "782 Function GO:0046979 7 25 \n", "783 Function GO:0046978 7 26 \n", "775 Function GO:0042287 10 52 \n", "781 Function GO:0042288 8 41 \n", "788 Function GO:0030881 6 25 \n", "786 Function GO:0071889 8 55 \n", "\n", " ncbiTaxonId inputGenes \\\n", "774 10090 [H2-K1, H2-Ab1, H2-Aa, H2-Q7, H2-T22, H2-Q4, H... \n", "772 10090 [H2-K1, H2-Ab1, H2-Aa, H2-Q7, H2-T22, H2-Q4, H... \n", "777 10090 [H2-K1, H2-Q7, H2-T22, H2-Q4, H2-T23, Lck, H2-... \n", "780 10090 [H2-K1, H2-Q7, H2-T22, H2-Q4, H2-T23, Lck, H2-Q6] \n", "782 10090 [H2-K1, H2-Q7, H2-T22, H2-Q4, H2-T23, Tap1, H2... \n", "783 10090 [H2-K1, H2-Q7, H2-T22, H2-Q4, H2-T23, Tap1, H2... \n", "775 10090 [H2-K1, Cd81, Cd8b1, H2-Q7, H2-T22, H2-Q4, Cd7... \n", "781 10090 [H2-K1, Cd8b1, H2-Q7, H2-T22, H2-Q4, H2-T23, T... \n", "788 10090 [H2-K1, H2-Q7, H2-T22, H2-Q4, H2-T23, H2-Q6] \n", "786 10090 [Zfp36l1, H2-K1, Zfp36, H2-Q7, H2-T22, H2-Q4, ... \n", "\n", " preferredNames p_value \\\n", "774 [H2-K1, H2-Ab1, H2-Aa, H2-Q7, H2-T22, H2-Q4, H... 1.600000e-12 \n", "772 [H2-K1, H2-Ab1, H2-Aa, H2-Q7, H2-T22, H2-Q4, H... 1.940000e-12 \n", "777 [H2-K1, H2-Q7, H2-T22, H2-Q4, H2-T23, Lck, H2-... 1.290000e-09 \n", "780 [H2-K1, H2-Q7, H2-T22, H2-Q4, H2-T23, Lck, H2-Q6] 7.010000e-09 \n", "782 [H2-K1, H2-Q7, H2-T22, H2-Q4, H2-T23, Tap1, H2... 8.910000e-09 \n", "783 [H2-K1, H2-Q7, H2-T22, H2-Q4, H2-T23, Tap1, H2... 1.120000e-08 \n", "775 [H2-K1, Cd81, Cd8b1, H2-Q7, H2-T22, H2-Q4, Cd7... 1.310000e-10 \n", "781 [H2-K1, Cd8b1, H2-Q7, H2-T22, H2-Q4, H2-T23, T... 8.800000e-09 \n", "788 [H2-K1, H2-Q7, H2-T22, H2-Q4, H2-T23, H2-Q6] 2.340000e-07 \n", "786 [Zfp36l1, H2-K1, Zfp36, H2-Q7, H2-T22, H2-Q4, ... 6.820000e-08 \n", "\n", " fdr description expected strength signal \n", "774 3.910000e-09 Peptide antigen binding 0.281818 1.550031 0.899806 \n", "772 3.910000e-09 Antigen binding 0.572727 1.321233 0.680418 \n", "777 9.050000e-07 T cell receptor binding 0.281818 1.453121 0.678800 \n", "780 3.440000e-06 CD8 receptor binding 0.218182 1.506279 0.672675 \n", "782 3.920000e-06 TAP2 binding 0.227273 1.488551 0.657889 \n", "783 4.230000e-06 TAP1 binding 0.236364 1.471517 0.645364 \n", "775 1.280000e-07 MHC protein binding 0.472727 1.325389 0.628116 \n", "781 3.920000e-06 MHC class I protein binding 0.372727 1.331699 0.562132 \n", "788 6.040000e-05 beta-2-microglobulin binding 0.227273 1.421604 0.532037 \n", "786 1.970000e-05 14-3-3 protein binding 0.500000 1.204120 0.452814 " ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Get enriched functional categories\n", "report.get_functional_enrichment(\"Function\").head(10)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Inspecting Run History with RunInfo\n", "\n", "Kompot tracks the history of all differential analysis runs, including parameters, environment, and results. The `RunInfo` class provides easy access to this information:\n", "\n", "See [kompot.RunInfo](https://kompot.readthedocs.io/en/latest/anndata.html#kompot.anndata.utils.RunInfo) for full documentation." ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "execution": { "iopub.execute_input": "2026-03-26T05:08:11.124388Z", "iopub.status.busy": "2026-03-26T05:08:11.124162Z", "iopub.status.idle": "2026-03-26T05:08:11.130564Z", "shell.execute_reply": "2026-03-26T05:08:11.129427Z", "shell.execute_reply.started": "2026-03-26T05:08:11.124367Z" } }, "outputs": [ { "data": { "text/html": [ "\n", " \n", "

Run 0 (DE Analysis)

Run Summary
Analysis: DE  |  Run ID: 0  |  Timestamp: 2026-03-26T05:07:26.115269  |  Conditions: Young to OldAll Fields Present
ParameterValue
conditionsYoung to Old
obsm_keyDM_EigenVectors
uses_sample_varianceFalse
layerlogged_counts
timestamp2026-03-26T05:07:26.115269
Fields Created9
All Parameters
ParameterValue
auto_filteredFalse
batch_size0
compute_mahalanobisTrue
condition1Young
condition2Old
copyFalse
eps1e-08
fdr_threshold0.05
groupbyAge
inplaceTrue
jit_compileFalse
landmarksFalse
layerlogged_counts
ls_factor10.0
max_memory_ratio0.8
min_cells2
n_landmarks5000
null_genes2000
null_seed42
obsm_keyDM_EigenVectors
result_keykompot_de
sigma1.0
store_landmarksFalse
store_posterior_covarianceFalse
use_empirical_varianceFalse
use_sample_varianceFalse
used_landmarksFalse
Environment
ParameterValue
hostnamegizmok39
package_versions  anndata: 0.12.10
  jax: 0.9.0.1
  jaxlib: 0.9.0.1
  kompot: 0.7.0
  numpy: 2.4.2
  pandas: 2.3.3
  scipy: 1.17.1
pid23834
platformLinux-4.15.0-213-generic-x86_64-with-glibc2.35
python_version3.12.12
timestamp2026-03-26T05:07:26.142933
usernamedotto
Fields Created by This Run
Total Fields: 9  |  Present: 9  |  Missing: 0  |  Overwritten: 0
Field NameLocationDescriptionStatus
LAYERS Fields
kompot_de_Old_imputedlayers[imputed] Imputed expression for OldPresent
kompot_de_Young_imputedlayers[imputed] Imputed expression for YoungPresent
kompot_de_Young_to_Old_fold_changelayers[fold_change] Log fold change for each cell and genePresent
OBS Fields
kompot_de_Old_stdobs[std] Posterior standard deviation of imputed expression for Old (same for all genes)Present
kompot_de_Young_stdobs[std] Posterior standard deviation of imputed expression for Young (same for all genes)Present
VAR Fields
kompot_de_Young_to_Old_is_devar[is_de] Boolean indicator of differential expression at local FDR < 0.05Present
kompot_de_Young_to_Old_mahalanobisvar[mahalanobis] Mahalanobis distancesPresent
kompot_de_Young_to_Old_mahalanobis_local_fdrvar[mahalanobis_local_fdr] Local FDR values using empirical null estimation similar to R's fdrtoolPresent
kompot_de_Young_to_Old_mean_lfcvar[mean_log_fold_change] Mean log fold change valuesPresent
" ], "text/plain": [ "RunInfo(analysis_type=de, run_id=0, timestamp=2026-03-26T05:07:26.115269)" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Get info about the most recent DE run\n", "de_run = kompot.RunInfo(adata, analysis_type='de')\n", "de_run" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Saving Results\n", "\n", "### Optional: Cleanup Large Layers\n", "\n", "Imputed expression layers can be large. Remove them if not needed for further analysis with the [cleanup utility](https://kompot.readthedocs.io/en/latest/anndata.html#kompot.cleanup):" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "execution": { "iopub.execute_input": "2026-03-26T05:08:11.131727Z", "iopub.status.busy": "2026-03-26T05:08:11.131427Z", "iopub.status.idle": "2026-03-26T05:08:11.154276Z", "shell.execute_reply": "2026-03-26T05:08:11.152941Z", "shell.execute_reply.started": "2026-03-26T05:08:11.131698Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2026-03-26 05:08:11,132] [INFO ] Cleaning up all 1 run(s)\n", "[2026-03-26 05:08:11,144] [INFO ] Cleaned up 3 field(s) from run 0:\n", "[2026-03-26 05:08:11,145] [INFO ] layers (3 field(s)):\n", "[2026-03-26 05:08:11,146] [INFO ] - kompot_de_Young_imputed\n", "[2026-03-26 05:08:11,147] [INFO ] - kompot_de_Old_imputed\n", "[2026-03-26 05:08:11,148] [INFO ] - kompot_de_Young_to_Old_fold_change\n", "[2026-03-26 05:08:11,149] [INFO ] Total: Cleaned up 3 field(s) across 1 run(s)\n" ] } ], "source": [ "kompot.cleanup(adata)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This removes:\n", "- `kompot_de_Young_imputed`\n", "- `kompot_de_Old_imputed`\n", "- `kompot_de_Young_to_Old_fold_change`\n", "\n", "Statistical results in `adata.var` and `adata.obs` are preserved." ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "execution": { "iopub.execute_input": "2026-03-26T05:08:11.155421Z", "iopub.status.busy": "2026-03-26T05:08:11.155119Z", "iopub.status.idle": "2026-03-26T05:08:23.053073Z", "shell.execute_reply": "2026-03-26T05:08:23.051044Z", "shell.execute_reply.started": "2026-03-26T05:08:11.155392Z" } }, "outputs": [], "source": [ "adata.write_h5ad(\"../data/murine_bone_marrow_aging_processed.h5ad\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Biological Interpretation\n", "\n", "### Key Findings\n", "\n", "**Differential Abundance:**\n", "- HSCs show increased abundance in Old mice\n", "- Naive CD8 T cells are predominantly Young\n", "- Consistent with age-related HSC expansion and T cell depletion\n", "\n", "**Differential Expression:**\n", "- **MHC class II genes** (H2-Q7, Cd74, H2-Aa, H2-Ab1): Upregulated in Old mice → enhanced antigen presentation\n", "- **Antioxidant genes** (S100a8, S100a9, Apoe): Higher in Young → reduced oxidative stress\n", "- **Interferon-stimulated genes** (Ifitm family): Age-related changes in immune response\n", "\n", "These patterns suggest aging leads to chronic immune activation (\"inflammaging\") and altered stem cell dynamics.\n", "\n", "## Next Steps\n", "\n", "- **Tutorial 2**: [Differential Expression Deep Dive](./02_differential_expression_detailed.ipynb) - Advanced DE analysis options\n", "- **Tutorial 3**: [Sample Variance Analysis](./03_sample_variance.ipynb) - Account for biological replicates\n", "\n", "For complete documentation, visit [kompot.readthedocs.io](https://kompot.readthedocs.io)" ] } ], "metadata": { "kernelspec": { "display_name": "kompot (dev)", "language": "python", "name": "kompot" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.12" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": {}, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 4 }