{ "cells": [ { "cell_type": "markdown", "id": "8e04e77f-ac7d-497b-83b9-e870ac93d40c", "metadata": {}, "source": [ "# KP 3726" ] }, { "cell_type": "markdown", "id": "11a73848-2b7f-4f91-ac34-bd7ba96ae252", "metadata": {}, "source": [ "Comparison with deep learning RNA velocity framework (DeepVelo: https://github.com/bowang-lab/DeepVelo, UniTVelo: https://github.com/StatBiomed/UniTVelo and VeloVAE: https://github.com/welch-lab/VeloVAE)" ] }, { "cell_type": "code", "execution_count": 1, "id": "bcda31b1-5035-478b-b039-880d51cdf2fd", "metadata": {}, "outputs": [], "source": [ "import anndata\n", "import numpy as np\n", "import scvelo as scv\n", "import scanpy as sc\n", "import torch\n", "import os.path\n", "import pandas as pd\n", "from Bio import Phylo" ] }, { "cell_type": "code", "execution_count": 2, "id": "c8eb58a0-991f-42c7-9fad-e1cb9eb98392", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Variable names are not unique. To make them unique, call `.var_names_make_unique`.\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "Variable names are not unique. To make them unique, call `.var_names_make_unique`.\n", "Variable names are not unique. To make them unique, call `.var_names_make_unique`.\n", "Variable names are not unique. To make them unique, call `.var_names_make_unique`.\n", "Variable names are not unique. To make them unique, call `.var_names_make_unique`.\n", "Variable names are not unique. To make them unique, call `.var_names_make_unique`.\n", "Variable names are not unique. To make them unique, call `.var_names_make_unique`.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Filtered out 25368 genes that are detected 20 counts (shared).\n", "Normalized count data: X, spliced, unspliced.\n", "Extracted 2000 highly variable genes.\n", "Logarithmized X.\n", "computing neighbors\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2022-10-29 15:02:57.081900: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 AVX512F AVX512_VNNI FMA\n", "To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.\n", "2022-10-29 15:02:57.234333: I tensorflow/core/util/util.cc:169] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.\n", "2022-10-29 15:02:57.240422: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /usr/local/torque/lib\n", "2022-10-29 15:02:57.240438: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine.\n", "2022-10-29 15:02:57.266916: E tensorflow/stream_executor/cuda/cuda_blas.cc:2981] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n", "2022-10-29 15:02:58.444390: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libnvinfer.so.7'; dlerror: libnvinfer.so.7: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /usr/local/torque/lib\n", "2022-10-29 15:02:58.444486: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libnvinfer_plugin.so.7'; dlerror: libnvinfer_plugin.so.7: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /usr/local/torque/lib\n", "2022-10-29 15:02:58.444496: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Cannot dlopen some TensorRT libraries. If you would like to use Nvidia GPU with TensorRT, please make sure the missing libraries mentioned above are installed properly.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " finished (0:00:08) --> added \n", " 'distances' and 'connectivities', weighted adjacency matrices (adata.obsp)\n", "computing moments based on connectivities\n", " finished (0:00:00) --> added \n", " 'Ms' and 'Mu', moments of un/spliced abundances (adata.layers)\n" ] } ], "source": [ "adata = scv.read(\"/data/liangzhen/wangk_DianYang_tumor/RNA_velocity/KPTracer_KP_TRCR_scRNA_6/velocyto/KPTracer_KP_TRCR_scRNA_6.loom\",cache=True)\n", "adata.obs_names = ['L6.'+i[25:] for i in adata.obs_names]\n", "\n", "wangk_cells_df = pd.read_csv(\"/data/liangzhen/wangk_DianYang_tumor/data_for_modulescore/cellname_3726.txt\",header=None)\n", "\n", "adata_paper = scv.read(\"/data/wangkun/KPTracer-Data/expression/adata_processed.nt.h5ad\")\n", "xdr = pd.DataFrame(data=adata_paper.obsm['X_umap'], index=adata_paper.obs.index)\n", "sc.pl.umap(adata_paper, color='leiden_sub')\n", "\n", "tree = Phylo.read('/data/wangkun/KPTracer-Data/trees/3726_NT_T1_tree.nwk', format='newick')\n", "sel_cells = np.array([i.name for i in tree.get_terminals()])\n", "sel_cells = sel_cells[np.isin(sel_cells, xdr.index)]\n", "sel_xdr = xdr.loc[sel_cells]\n", "\n", "cond = sel_xdr.iloc[:,0]<2\n", "cond = cond & ~((sel_xdr.iloc[:,1]<3)&(sel_xdr.iloc[:,0]<-5.5))\n", "cond = cond & ~((sel_xdr.iloc[:,1]<-5)&(sel_xdr.iloc[:,0]<1)&(sel_xdr.iloc[:,0]>-2))\n", "\n", "wangk_cells = cond.index[cond]\n", "\n", "adata_paper_select = adata_paper[cond.index[cond],]\n", "\n", "wangk_cells = [cell.replace(\"-1\",\"x\") for cell in wangk_cells]\n", "wangk_cells = [cell.replace(\"L30.\",\"KPTracer_scRNA_L30:\") for cell in wangk_cells]\n", "\n", "adata_select = adata[wangk_cells,]\n", "\n", "adata_select.obsm['X_umap'] = adata_paper_select.obsm['X_umap']\n", "adata_select.obs[\"leiden_sub\"] = adata_paper_select.obs[\"leiden_sub\"].to_list()\n", "\n", "scv.pp.filter_and_normalize(adata_select,min_shared_counts=20, n_top_genes=2000)\n", "scv.pp.moments(adata_select,n_pcs=30, n_neighbors=30)\n" ] }, { "cell_type": "markdown", "id": "a051646b-74e5-404c-92c6-af8a27eb7dde", "metadata": {}, "source": [ "## scVelo - dynamical" ] }, { "cell_type": "code", "execution_count": 3, "id": "ca4976d8-d9c5-42b9-ac36-1cfe9fd0cd37", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "recovering dynamics (using 1/64 cores)\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "616d6bf0d4714732bb4159f411c7228e", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/1286 [00:00 added \n", " 'fit_pars', fitted parameters for splicing dynamics (adata.var)\n", "computing velocities\n", " finished (0:00:00) --> added \n", " 'velocity', velocity vectors for each individual cell (adata.layers)\n", "computing velocity graph (using 1/64 cores)\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "0f545c6feddb412ebf92d9f8a190eccb", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/754 [00:00 added \n", " 'velocity_graph', sparse matrix with cosine correlations (adata.uns)\n", "computing terminal states\n", "WARNING: Uncertain or fuzzy root cell identification. Please verify.\n", " identified 1 region of root cells and 1 region of end points .\n", " finished (0:00:00) --> added\n", " 'root_cells', root cells of Markov diffusion process (adata.obs)\n", " 'end_points', end points of Markov diffusion process (adata.obs)\n", "computing velocity embedding\n", " finished (0:00:00) --> added\n", " 'velocity_umap', embedded velocity vectors (adata.obsm)\n" ] }, { "data": { "image/png": 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wsTbykjtJNn4G97fl3/Had4/Q1LxDGjgmKp746GTsNjtVdduorN1GYmxn325nK6X+AfxakFO0Gbh+/bYVfPzTC2zYvpIenfy9NgD08P3FMJCviMixIpKllJrie15EcoD70CF+Xg5B+5/9x6kXkWgRabTShS0sdh1hRy+E8ON6z0f4GlyDaOAe9Bf7PcxjY/8O/C4ibwG3oQ3nBIzHbDPmrviOU0dNOA74GJ2C3AMY5FGevwHzC3KKDjfpdgKhN9C8r8eG9t2G4lT/AwcPPJrzx91AtE9ccXREHHabDuvt2Xkgm8pX4/a08rokFeQUPVyQU1QAnA009uw8gOtP+TebK9awfpupN8Q0FE8p9S3QKCJH+LweJ/rm4B+TOyLQC1NaUN4ZTvibhYVFeLQrZCzEo2ac/yaOgXe5lwycBfwgIpOltXj3NrTq2AXArcCMN6Y/clGgyzU1N6CUhwhnVBuj/OnPL+F2uxKBDwtyivzPHxloB9+EEWi/dChMw8LGpp3MhMw7SYpNASAmonVix6AeB1Ky9hffQ6nA7egU3yfwSbw4eMDRbKncwLqtrVy1HnYom7VBKfUV0Ed0CSSUUs3GSnq4cZ3FRtM2Dma/caz4XQuLXUhYRjcMt4KdHcbVH/+d8E3Ai6p1FQlfYx0NDK9uqLQFuuyc5dMZNfDYNsdd7mbcHrdXmyEFbcS9c+wLrA72Ovzogc7iCsUvgU4M73MoV5+YR3JctyZ/J4ndZicptgubKwJWEGrl+jlowJGs27ac7dUtZdEKcgszVwSbmBGDe4KRDOE9VqmUehS9YXcN0MlwCwXFWPlbWFjsJCG/SKHcCt5xjLhQM3xXSrOBE4xVmC++Rncb8O+ckx+4yWwwj8dNTUMFCTFtS4OVrP2F9N6tSpkd6fPzqeg05XCJIfCNxJeXCJJO3LdrGtlH3HSPx+Np4x/o1WUQG7avQCmlywot+YoZCz/2b9biDhgz5AR+LP2sodnV9E+0Wlg4PAtcYUQ3tGCsfF8ADkSLwwfE+Nsry81gYbHzhLV6CRGtYEc/6gbCu9J9GzhJmauMeY3uerQO779zCzO/x0/0BmDB6tkM7zvW9EJLNvzOkB4Ht5q6z8/9lFKrgszTH29ac4LokkOm5BZmlqH9z4FuOm8O7zv24XXblmXXNlRdiVG92GDrAT1H8c38d/nvp3/lzRmPsXJzG5nhBOBc4BOb2FaNSztlzdQ5k45Hq7iFfhHanVIAXGdmNI1NspVGXHSwcRRhFN60sLAITlCjGyo8zDtGCD9pJDpy4SKzEDIDB1ABXOUN1jc4Gz8hnOWbiume3K8aaPVo3dhcj8PubNmsMvjKeB0xtHVztEFEvhCR+SJSijZUq4GVaB9rQHILMycDhwFvoV0SzegNuwnAJbmFmQr47Y5JZy3MLcwcCXQCOq/YtPCbV4v+zWe/vsqyjfNxuZtwu9vYbkH7bk8H+nWK7zZkSPcDD1u+sfiXgpyi20O9JgAjIWIycEqQ8zUSorilYaAto2thsRPslOBNGKtc0NloH4ZoYwMuVEp94XvQ0Kk9viCn6FDg7Or68qRNFWt6oDO/zgBaCk4Wr57F8NZJBGvRURCgJbnCic3dgo5wsPkde8K3UUFOkR1dJLM2tzCz0Zjrr8a8TFE+Iji5hZnlIpIQFRF7fENTa80cd1svjUK7OloY2mcM38x7h+6d+j1ckFM0N7cwM2RyiNLi6oeJSLI3y8/v/GYRSQ7jRqvCvBlbWFiY0O7kiFadRZzBRGaMdN8+ZhlSPm0EuEMp9VAY1zsHLWwzC6Agp+hh9E48H81+ntMPvcqbMrsJOCm3MHO+0e8fwH+C+J294yehlcd8425/V0odbFyvEzoF9y9AF/SK9iPgodzCzLlhzH8gWgBoNsC49FMGl1dvKV22aZ7N5dZv4/C+h5FzsmnRjFY0u5r4et5kTjr4wk9vfP7ENqI2Aa5vBy5XSr0U4LwAiUqpinDGs7CwaD8d3pE2vqChLPZAIFS67ZFAQA0GP8YALcUZcwsz/wYc5vG4X62o3bLNJrYf0XG+Q70G1yA9lMEFrT+ArrnmjVqoA/IBCnKKugDfA39DG1zQ4WLnAT8U5BQdH8b4y43XAMCPJZ8tvf6Uf1+ZdcgVqlOcfrL3Gl8DsxA8fWFHBGk9RzJr8bQTQl3X5/pu4FcROTTAeQW4RavHWVhY7AZ25sslYRiymjAeQ8fRWhfX/GJ6lab8/ce5hZmzRaQcmP/L0m8C5cu2Zzn/DFp7djjatfCOcfxfaGFyM6KAVwtyivp4RdWDUC0iCV7/9o3PH/+KLce2Ma3XqPtfm/7wmHVbl4KO4PgferPMVK0coH/qMH5dVmT3HS8USql5InK5iPymTApkKqWqjazAsEoQWVhYtI/dFntpJD8EjXM1VlRl4fgHO8WnHt2v69BVBTlFZoriIzHUvEyukUjgOmhtMDaLrkL7qr9QSjUV5BQlABeH6NodODOMS3yM9ke3kFuYOe3f711z6NUn3tet2dU09bkv7hqSW5h5O22rabThiGGnf49OKGkP76EjIgLR4B9iZmFhsWvokNENM2woyWzDxo8RgGllYC8FOUV9CnKKXhp3wPgvbsx6+Flga0FO0ScFOUWjfZodhE8o1oh+h+elJvfZ2KvLoLLO8d0XOezOk0TkPRF5QcITFv8JHb72inFoIH6bWUFeT6ixt6Oz89pw75sXlzW66i8rXj3rMuPQi4SIuuie3PdhtEtgQBjz886hBpgS5Hw9QVKwLSwsOk5HV7oBpR3bySh0RQhTCnKK+qMTKv5S21jljHRGg57zacCMgpyi44ymSUqpioKcopiCnKLPTh516b01DZWp67ctT9lWvbGHy908EF3DbRSB42n9eY0dK+RwkiQgjLA0g8UiYuqqMIxyk4h0N2KAzyOwSM89uYWZX6CjK24J89re64Ra/VcHi0+2sLDoGB01ursqXCgyRG7/Y+jHdjOigBevPOEe39fwPDC+b8oQUhJaSdsSG5nABUfeGlDD14Tt6HhacgszS4GS4M0BCBUa5+VrdDHOQLwMXGpc+zO0f/kx9FPBcuATdLLJRQU5RcufvvabF4b2Hl0lIkeHef2QGP76QIU3LSwsOshu8elK6Eq7IV0UBTlFPdErWmrqK4mNSjBr1s8m9kuBVQU5RX3w0Vo4/dCrWonMpCb35YihWWcX5BSFu3nYYnQN/h2i/Ye5hZmLQ7QBWqIIehlJG2bnG9A11oYD5BZmLs8tzJyYW5iZjhYqPwH9WtPQ1X0vyBn/r39cfPRtE8K5fjuos1a7Fha7lt21kRaOP7cPQQRo3vju0YvfnvmE/avf3+b7kk+xiZ3t1ZtpdrfecK+o23ooOmvsVHxWZkN6HEin+FQA4qKSOO+IG0GvmscQHlvRCRAA5BZmvgbcCZhl300DLjM5Howf0ZKUgXgWyPE9YJQsehctCtQKm9g4LG38FQU5RaZZZx3BWu1aWOx6dqYwpS2IXzecR/hxBCmZ3uxqqp6z6luaXNqd6bRH8O3897DbnTxwydst7cqry2zoEKs2bohTRl3GC1/eS+8ug+jVuUVaIKSilkEdfgY6tzDz3wU5Ra+hkyMGoVOX38otzJwV5pi+fAk8zo6suVYopSpFpFxE+iulVhqHrwRCrTxvQldM3lXUiUiskSpsYWGxk3TI6CqlQilOhbPJFq2U2hbo5Ih+455bs2XJE2WVayMAmt1N2GwOzh97rW+z5rkrpi9FuwLa1CvP6DcOm83OeUe0CJY1AQGrD/uxAb/KDAC5hZne2m87hVKqXnQhyGB+7afRGXe3Gb8fFcbQu8yvC3q1G8gNYmFh0X52xr2ws8InQUOSXvrqfk98dOJ032O9uwxmzJATKKtcx7KN8/l9xYxPy2vK+gFdbnjuuE3bqze3UjATEUYOOIauiT29h943IgLCYQOBN/F2Fd8QJPlBKbUZQES6tWPM3aGJUB+O5q6FhUVodsqnu7tl/saln/pQXFRiI0BybAqXHvM3RITvFnyknvr0NveLX913AnA18CYw85+TL4/AL5PKZ4pLaV8SQRU+Pt3dxGeYlPvx42kg1/g5HNGesIputgdDe9eqIGFhsQvosE9XKeXN0W8V9xqOJkMYkQuRwKRDh5yYPav0C5ZtnMeoQZl0Tkj1ADP6d02/47sFH74D9DW6REY6oz3nHHb9SuBBdLHFi4E4t8fVgA63eiy3MDOgO8Pk9an23lMKcooErSUxEO3ymJZbmBmwEKaRchstIvZA8phKqVUiUiki8vS137wM3I3W2A3Ef9s1aQsLiz+UnY5e8H/sDDMOtgta1yAQBegqu4wZfDwOm5PTRv8F9HyPOWTwcQclxXZplcnWLam37bC08aOBF9A77glAzJzl376bW5j5j/YYXB+aDaW0kBiCNyXAd+g424+AdQU5RaFW19eFUbftJ3TW3TC0OFCgBI+/5xZm+lflsLCw2IvYKaNrhBSZGYxQS8QB+ImQezHic1viTQemZnD08LO9dc+8/H3imU+NSorVYl8xkfGcPTbH15VwFXBVbmFmfYD5hctGdMHIoBTkFB2FLgV0gN+pzsBjBTlFdwTqayY648+tZzzx+ymjLnsNbXCzaP2E4hXHGZ1bmBlSHtPCwmLPstMr3QBKY6GMbn90bK0ZZ+BjVGobq+jVpU0lmX7JcV279O4yBNCJD4N6HOjf5kbj/51RUvuJADoJfvwLCLYivtsQzekQA1Mzno+NShwW4HRnoNgQUbewsNjL2Z0qY8EMr4PA0oGtwpOq68tJiDa3e2eOvQYQzjv8RrPTGQEUydrDAkKI2BTkFA0EDg8xTizBVb2Cjd8XyO4U15Vt1ZsCNZvYjkw7CwuLPcjuMrpbMYlx9SEqiO+3VRxtVX25WeVfBdAtqTcDug2ld5dBga6zs6I88wmtHBbS/WDQ0fCzLMB2QK9RLF4XUBuoJ2EWqrSwsNiz7Baja2SqecLdhPJjGj6uhyZXA9E+GgoGLdUjuib19j/nZU5uYWYlO1EJQSlVBqSEaLY+zOHWdWQOGCm/EY5Imt0BKyOBJcVoYbFPsNvcC0qpsDah/MktzPQAV2DIKdY31uBwtJLAXYsuABnKiHlDpxoIP/XXjKD+6dzCzFWYlIr3owp4v4PXbxFnT+99SKA2TYSngmZhYbGH2W1G16BWRMyWokHDynILM79DazO853I3eZz2CNCGqwAYm1uYuQKtQFYWwCI+ZgjUgFY725lV4FYR6RKizf8RXHP37tzCzDZVNApyihwFOUVnFeQU3V+QU3RnQU7RcJO+53t/6JrYy+Q0ALVAQUFO0QlGrLCFhcVeyk5VAw7rAroC7lalVKXPsbPCKMsOgNMR+fTEM598pHeXwZu85c69FOQUdS78/B+Tc8Y/GIfegJsPPJtbmPmDz7WuBz5VSq3t4PwnAGuUUt8Ga1eQU3Q48CStfavrgftyCzNfMGl/FPAG4G9JPwMuzi3MrCjIKRpP+8Vr3gQuyy3M3JlQOQsLi93Ebje6ACIyQCm1wuf3YUCTUmppGH0LgBsCbbyJSKFSKsfsnHH+JHTORkBFsxDXTwSylFJvhNO+IKdoJDoOeTsww6xQZUFO0TB0OFogxbCZaOGajzE0hdvJXbmFmQ92oJ+FhcVu5g8JM/I1uAaLgNPRegjh9N+ZO8N8dEpwh4yuIbEYtpB3bmHmXAIUyfThdoJLNB6JFsIJWXMt0DQKcor+E0ZlYgsLiz+YkEa3IKcoE50h1h39uPy/3MLMGTtz0XbqGuysj3ITIcK1CnKKotE11Aag44ffzS3M9A2KXSQiQ5VSi3ZyLl59huwwml5I+LXZ/OmOLvHzewf7W1hY7CaCbqQV5BRNQcsPXoYuEXM58F1BTtH7BTlFHQkH82WjiLSJBTNhWYjzQY1yqFVyQU7RpeibyWvAfWi/7JqCnKLHC3KKvFUTfiB0AkS4RBHexl4SWr+ho+zuTVILC4sOEOqLGUh28GzgPzt57V+AjDDaNYaI93WFUVbdtE1BTtEZwCTapvo60dV1H4EWwx3OdUJi6EGEE9u7FHing5fZjnbhWFhY7GXszGro6oKcog7rzRqGTMLQ5F2OfuwPxBx0RlYwSmkrRgN6ZRvs+rkFOUVdjZ+nASeGuE5QCnKKxEjrDWVMFfAicFyIdoF4MZikpIWFxZ5jZ4xuLDtfGmYBWns2GEuAIUHOzwCODTHG1/gZ7oKconSgjUqOHxEYmglKqQ10MMnCMLY3o1evq9Bi6sHUxR7ILcxczg694PZQDNzTgX4WFhZ/ADvr99spv65SqkopFcpnuxroF+T8ckIYbiNG1z/BIVwxnJZ2SinTIpJh8D/gCVrP0/ve+eb2LkZLUnqNZjDNYTPcwGn+8cwWFhZ7DzsTMuZBP9rvVowKFQGNj7dIpohIiE2zchHppJTabvy+Cv0aQt14lrdvxq0xEhwmBGniRFfw/QpdgfiAgpyiM4FDgePbebn3cgszA5a1t7Cw2PMENbprty6lur4CMXF7NjTXzX7pq/v63/Ac8UDxTsbShqJJRKKVUoFCqJaiS6IHi/v9AjgLnbFFbmHmhoKcoqkETz7YAoSVOReEa8JocyZwEjCejj99/AxcG7KVhYXFHiWo0e2W2Httr86Depvsda0AzldKrReRrsBxIuJSSk3fTfP8Gr3q+zTI+XEFOUUbAcx0DoyS5/6hWrejNR46m4zpAW7cmUd1owrG2DCaHkv745Hr0DeF5cArwDuWW8HCYu8naBqwsXN/Ezo+NxUjOQJ4yr/mmIj0BUYBH+6OVa+IXKSUejPAPC+Z9tubD5508EV9jEO/Ak/6iN54xxgHlCulSnz6HgA8hF7xeuNyfwHuzS3M/Lwjcy3IKYoDngUuYNdn/X2BDmX7Nrcwc/fncFtYWOxSdqn2gogkA6cAk5++9hvQpXdGonfqPwXmtyc1tSCnaBBwHXDobyu+i09N6vtx9079nswtzNzq0+YJ4OaFa36ia2JvUhJbaaf/N7cw8xaf+QlwqVLqVZNrpQJ9gPLcwsyw0pONftFAs/d1FeQU2dAr71ARFR3l59zCzEN309gWFha7mV0ueCMiCWm9Rv39hlMfvoS2Clqgw8SeQseSBqzsUJBTdDV6tWgHcHvcLFr7Mxl9D6sAsnILM38oyCk6FigC8Hjc/FAylSOHne4/VGZuYWaLQpiIXAF8pJQKVC4oJAU5RU4gF7geGIyOGpiKXoEmGD/vLubkFmYGFNa1sLDYu9nlqaJPX/tNj+NGnH/z+m0rAom/DgeeA94xVoVtKMgpGgcUsuNxH7vNjiC43M1JwKdG/bPrvOdtNjsigqttdYXr/X6fjI9GbXsx0p+nAI+jDS7GPE9Hi5nf3dGxw+TH3Ty+hYXFbmR35OdPTO99SPSyjfNxe4JKup4DXBng3C2YzG1Iz4NZsv430LGzl+OX3DCsz1gWrf3Zv1urNkqpOoD2KIf5cSOBM9PswJgOjhsOHuCZ3Ti+hYXFbmaXGl1DIOZygJEDj2HOsqJQXfxXoV5MjVqEIxKXpxmP8oAOsWoVQpYcl0JF7Vb/bmZhZjuz2r0uxPndKTTzXG5hZuluHN/CwmI3s6sNxPUYu/Xx0UnUN9XS2KxtXk19JWu3ttmfOshHycuXgDv+g7ofyLKN871tPvI/f0DPkfj5qdvE2SqlKoDY9hbOLMgpiid02vLuZNgevHa7ERGHiOxMfToLi/2O3WF0Wxgz+HhmLvqUd75/kkc+vJ4fS9pUnmnGvEx6QL9lTGQc9Y01eJTnR7RvuNWGWLek3vjEFZcbbcx4D0NXoR00EaK+227mqIKcolB6EXsNSikXYDOJj7aw+NOyy4yuoTiW5v29tqGKT395ma9+e4sZCz9mW/UmbLY2l/s0QKzp08Gu1a9rWtNTU26fm1uYuRGdxVVm0qwMOMVo0wal1CYg0QhzCwsj+eCLcNvvJnZXKFrYBNoANcPIIhTL8FpYaHZl4H5L/G1l7XYe/+Qmtla1tnd+0WluIN9soNzCzE8KcorygYlm10mM7XL50g2/20TEppT6qSCnqB+6GoM3s+tb4G1DuzYYk9CKX+2pJ/YI2p8cluHpd3Aya1w/uz1uj31Q15Esm17bjkuZkha6ya7HSJS5FbgC6FaQU7QVeBXIzy3M3BCsrzcbMEQqt4XFn4JdGqdbkFP0HXAUwJIN83j/h6dZv31HebSjhp3B+UfcBPox/ercwsw2SQp+450C3IAWf2kGPkcnPPxuFIwcrZT6emfmLCJjgRSlVKAUY7N5XYEOaQvqE45LjmRd7AzuuvtOAN763/tsm520E7MF4JPcwswzdnaQ9lCQU9QLXSyzn8npjcDR4SSUGKtdsQyvxZ+ZXZ2imo9hdIf0OJCbT3+M1759mIVrfsKj3HiUagYeAJ73q0FmSm5h5mcEKEHuLRgpIk6lx+0QSqnZInKkiIxVSs0Op09uYeb/CnKKPkOHvN1JgCKT3ca4uO7ifzJq1CjmzNllgmx7orT6swSW1+wOvIwuphkUpVSDiESKSIRSKpiesIXFfssuz0gryCn6G1rLQACUUnwx9w2+/P1NT4Q98uOahsqzd9W1jJXTcUqpnc4AM7Qjhrd3rIKcojIgxf/44LEp3Pn0FYwdOxZBeLrg6V210v1PbmHm/+3sIOFiuG6WE9qdMiK3MLM4nDFFxAHYlVKWQI/Fn45dHlOaW5j5MJCOztj6VkSmjh91yVWRjqizahurYnbltZRSDYBnJxIdfMdaTYBVdQjaBAbHJEYwe/VHlJeXc+MVd7Qcj4qNJKFL9E7MEgW8sDMDdICDCfI5qW2o8v44KtwBjaiGZmtzzeLPyK52LwCQW5i5GPhr62MViEiSn5D4ruArdKXiDimC+dJBdbQv0DeZFlJ6x/NIwVvU1taSfeXprFmjdcXvuGsiD9//BFXfdrjghgCvFOQUXZBbmGla3LIgp8ieW5i5K10QQd0AtY1V1DRU0i2pd7vcBUopj4g0ikg00LCb9ZgtLPYadovRDcI76Iy1wl01oFLKJSJzRGScUmpP6BI8g97Vb8HV7OHCiy5k6RK9t1RTU015eTkDBgwgMjIK89DksDkC+Logp2gUOmLkALTRPxut6hZVkFO0EO2HfT63MLPD/m6D74AqtJBPG7om9qKidmvjE5/cuim3cF67BjYMbb2IRItIo1Jqp94YC4t9gV3u0w15QZFLgc+UUttCNm7fuAPQvtUlO6Mg1hEKcoqa0GV3WohJiACBiCgHxY0fU1DwNK++8DZlP8biatoltuVTdFRH1yBtPgfO2FnDW5BT9BBwR5AmhTc8d9zfgQzg+46sWo3sQJdleC32d/aE0Y0Eximlvg3ZuGPjH4COJhD0klKxoyqDnR3+SQVsVUqtDHdsQ9/3HLRGcF+gEViGTs8NqHGbPq47zkg7W9ZWs3FZZfte0M5ze25h5qM7M0BBTpEDXZ3iYpPTHwPZuYWZjYbhPBz4sSObZCJiB10Xbyema2GxV/OHG10AEUkDqpVSpn7JXXgdGzvkIRXg7sgqrCCnKBYdFnUe7S+rs6dZAQzaFVUmCnKKxqCTI3oBm4BJuYWZ3/u2MYTixwGrOvL39f7NdiYM0MJib+aP9ukCoJQqFZFMdPmf3XkdDzvpQDV4G8jaBePsCQYASfhpVHSE3MLMn9EFMANi3NR+EJHRItJTKRW0vUl/j4goY9XcbG2wWexv7BGja/CbiIxUSs3dg3MISkFOkaD1cfdVg+vlD09EUEr9IiI9RSQLmNaelathaJtEJMIoeGr5eS32G/aIe6Hl4rpQ5Fwj3naPU5BTFIUu056JNrZD2bM3pl3Btzc8d9wDaD9ru99n42/Ut+Ef8b9GOiQXXQPPgV7xFpBXOTNEfydaH/n3DrobHGg7bPl5LfYLdqfgdjjMBg7bw3MAoCCn6FJgHfAmcBUwgr3M4EbbKujpnN/ebo+gw75ON/yl7UIp9eNzWVFJj/zYtKiyQd2MLlHUHy0wNIO8xLwQ/ZuNLL8eIjK6A9d3wY5NNguLfZ09utKFlgrCLqVU9Z6aQ0FO0VnA++zFm2ROapnQ9Wo8OJi89TFqPV1CdXEDt+QWZj4NICIxwIlKqY/8G4pIEnCEUmpKm1HyErsCK+ubVcwzvzRxZF8HY3q2sX/jyasMKXkpIr2AQ4Cp7d0oM24YN6H3AWYopTa3p7+Fxd7Cnl7pYsTU1otIotlqRkScIhJv/IszMph2NfezFxtcgGZi2dw8hGhbNWd0updOjjVmzcrRGXoPAAO8BhdaasPNEpHj/TsZlTQiReQ2k9XwVUBMtFOYOC6SsloPL8xpwtP6Zn1TOK9BKbUOXSn5FBHpHU4fn74etNLcO8AmESkVkRdE5FIR6dGesSws9iR7fKXri1cIBX0z8BpBtcukAPMS7cBl6DpnI4C6NQ0HfvdpRd6Zobom2jdQ6d49320bzUTZKqkLsXo9Jelf9I/6peX3dY0ZrG8ahqD4tfa8o64vPCGofxVARAYDyWZRBSIyHB0Sdr9SSgcU5yVOw69m3ZpKDy//1sSZaU4OSrUD1JNX2S5dDUNSU5RSs9rRJx7tAvLNjqsCDldKLWjP9S0s9hR7lc/S8N+5QjbsCNrgvgec6XM00ibuM03b+zEs5kvsNDGz+pqdnkp350Li7NvwKAfdIhaTHl1ElK2G76quZkHdKQF6KaJsVa2O9IospldkMcCGMfnPhzS4AEqppSIyRkQuByb5hmQppRaIyANAnog8p5QqxaQ8UZ9EG7ePi+TObxrpmeDir4dFeNr7QTIkNXuJyFnAlHDcDUqpahF5GV0tGnQ44AWWwbXYl9jj7oU/kBtpbXABSLBvJpxQ3gT7ZkbEfs7Q6C93ahK9IuZxWvI/OTHpcU5OfoSDYz8hylYDwBHxLxNr24aNZqJtFdjwtUPCqsaA+1D/a+c0fgF6Ak/4u3QMd89twJkicqbbo0xLOsdGCP8dH8WwFBsnv15XKSL92jkHr7thCnCWiHQLs1sBO24Ef2XPl0+ysGgXe5V7YbeRlyjAYvTOexs+3n4v65oOCtg92lbOhJSrsYub7c29eWvbkx2axri4lzko9lMkiPd4S3M/kh0bcEgTzZ4oljQcxZyac6j2dCXBvolLU9pUgF95zjt12R+UuGqVUovaMx9DByMLuMLw+bY5H+Xg/FW3xB3TLdYWF2icopWus497te5M4BvgtfYmNBhZbBcDP4STli0inwBr0DdSB3oj9k/wQbbYH9i/V7p5iSeSlzgVqCGAwQU4PP4VIsS8dpng5sj4F7GLDhPt5FxLjK1jypTz67Ko9XQO2ibFuQqH6FwGp62BYTFfcm7nO0i0b6DRE+trWDzoTamjPihx/QqMFJHLRYKZ9NYopV4Dngc+EJE2QuxKqdcaXNw/vKB2xRfLXIH86qWZ/R1nN98d/5ZoA/gfs7FCzEMppV43XkNGGF1uB24x+jUDzva8bguLPcn+u9LNS/wHehc/LLY292VG1TVsbE7Dey9KcSxjTPxb9ItsnTT3StkL4YRsmTIkajonJP233f3WNo7g0/J7Zl+feu4D6Npsv5FXucq3jYgMAS4CCo1qx2FhGLr/AtcopZaZnI9LiuL5w3s7+r97XnRktFP6AGZ3jxkjnq25u7jM8yBwk1Lqt/BfYcu1fkYLFk1Di+nMDCcjzUobtthX2D+Nbl7iWCDsXXEvpXVH0TtyPpXu7kTZqunkWNemTaWrm3p967PS0QgzO01c3vUvRNnaVxVYKeHzijvuOOW/f384WDsjA+w69C7/J97kglAYMbQPoDfXTBXgROT8gcny4JSLYgaldQmYq/CB3Fd1PbpS8CtKqbfCub7PNQ5BF8GMQm+qLgF+R/89nw2UmWasdJ1W7TWLvZ391b1wfXs7KAVpMTOItVfQI6LE1OACOKXhHpCajk7MTQTV7nD3jHYgojgxKX9FqHZGBtiTwEDgTcMIh8TY1LoV+D/D19u2zb0JH3x1aWzCf2c38XFpwGCDs9S9CXHAacCRIvKf9mSTKaV+ZccN04FOxb4IXfA04ArBWOG6wn29FhZ7iv3V6I4Jp9GWWg/TlrlYV+UJurnlZVn9OPcrW15sQJcd7xDdnYtItG/oUF+HNAdctWZMyrBlTMoYnzEp438ZkzLeH/bysERHsmMTMNl49A6JEblwOnCCiNxr4icd1T/Z1vXJ8VF8tcLFv2Y2YvKkJMCpSqkmpdT16KKWHxqZh+Hyjd/vXwCXhHIzeFXlrJRhi72Z/dXoBn2kXlflYcpSoXR7IicNctArwfxtUEqocSexpvFAPi//G9Mqb7MrHI+gA/LbzZCo6ZzZ6W4ibB3W9znC9xcROUxEHBmTMrqgV4efocshnS02+Ufa42m5CYckxAHvGeLxITHExyegV6ouEflWRHJFZFCzW0UAOO3C06dEkxwlXP5xA/XNbQxvhM94zwP/AR4xUpHD4Wm0ewRgIXBtuG4Dw/0gHdGZsLD4I9hfP5imVX1XlOuVbUWDolf3UxnbK3hxAxHFnNrz+LQ8jxWNh+H149ppGhbOJLZUbqCpWRvYaFsFmYkF2GSnVAovJy/Rd9VaClxY8VNFkbvebba6t/W5oc8JscNia9ErXtM6Z/4Yj+qnALXAMcATwA+RD1S/fcJrtZ4pS7Rr4brREVx+oJOz36ljQ3Wr1/Wr33g/OJIdrzs7Oz8e9uKwkzImZQQrMYSRDfe9Mc4xwBHh3jSM/i7AbkU0WOyN7K9G9xmgDqDJrfh2pYsvlzXj8ihOGuQgLSXKvbppZI1TQi+eEu07ggC0LfKQ7FgXsnR4Ze02PMpNhFM3HRr9NXbZ6WS7zkBLLrJSqnz4K8OX2qJtGavzV+OqMh+//+39D0AbsE/D1a5QSpXR2rfaVUGPmavdnqXbdhjYY/s7eHp8NPd918i2Og/AIvIqp3vPZ0zKsGdMyvhn2uNp76dmpx5f9kHZF8DajEkZbxgr9EA8DZyvlNoKvAuc185wuGZ2VA2xsNhr2C+NrtxXtfrRHxtvm7KkuX7Gajdje9k5cZCTIZ3tALUOaT71jE73DwpnrEbPjpyA70um0MP+Cz0jgmeduj1uVm5aSLekHZouXZwh98DCxT+J4fSEEQmknJ7CqvxVNG0xvZEcnF6Q/iqwzhZp+2jY88OuyJiUcWXGpIx0s8Y+5AG+BURr7TbevvUwnXvsZWAnG7cdFsFVnzQ0baz2XOY3xiTgLqBT4phE3M1uFt+xOKJxc+NFwPSMSRmmq2+lVEuihGFAP0WvvtuD23IzWOxt7BMfSBE5UUTOF5E+Idp1EZHxwMm3f9X4cdYQZ5/jBzj+L9op09Bxn/8H9COvchp5lZsB0xRXL0oJSxu0G3VVWSldErozKOZ3hsdMQ4KkDi9c8xNDeh3c6phb7ZJN9R/IqyzzOxYFED8inh6X9WDNk2toWNvWZ2yPtXca+sJQe8yQmBM2vLrhZeVRLwKLMiZlfJUxKaNXgOvNZkeZHxdQWdfMBLRv+R/ASnREwbbBne1PVjSqK3s8VtMS+ZAxKWMcfsUsu53djeYtzSy/bznL718+bPOHm58OZ+PLcDn8ICLdQ7X16aMAZbkZLPYm9ok4XRG5BHgNrRG7BCg2/i0HFgFeK1MFbAo7QD4v8WjgawII/5TWH8M3lTfT7GpixsKPOO7A88lMeJL0mG/5onwiyxuPaNPH7XYxd8V3jB58XKvjAyN/4OTknSrKq4DTyKuc6nswY1LGpeiYWAAaNzSy9tm1dL+0O7FDYr2Ht6HToMd5Gj2semQV0QOjSb0gFcMeLQdGF08oblNHTURuAPKBpcBzQG+l1N/822VMyhgDXL35g83HiF2qu57R9SHgZLRqWSuW3rWUxnXany4R4lFNagVajOhRpdQ2//Z+8+kLbDFLWw7Sx4aR+BZuHwuL3cU+sdJFa8TWoX106cD5wD/RugHFSqnFxr+N7fpi5VV+B5wLtFo9KoWnpO4497eVOtz3x9IpXD3SzkVdbiA9RucNHJ4wia6OxW2GLF49i+F9x7Y5vqJxLM0qrMgtM5qA6/wNrsE7wFbvL5E9Iul7a182vbWJil8qvIdnoiv0You00ffWvtQsrGHr1JZuA4FrA1z7f8Ac4Dil1FNAlYi0GN2MSRmSMSnjGeAn4KquZ3Ud5KpwHVy7uHYy+r1tQ8yAHUEMqknZgEHADehqy0FRSq0G+oZq59fHqrFmsdew1xpd0UQYMabl6C++lyZgolLq4p3+QuVVfgz0RpefyQc+FqEgzr7l3w5pmrZqc7HntF6zGJ/yOsmOHSW+4u1bOa/L/5ERs8MONruacHmaiY6I9b8Kw6M/I5yNOz8U8ALQi7zK58waFE8obkQ/wrf4FJydnPS6rhcbX91I+YzypUAr34Y91k6/if2oW1FH5a+V3sP+vlg9AaVqlVLjfCo1PAgkicgZxu83ozPgABARUi9KZeu0rTRtaYo3GzNhdAIS0eqJfzNwq1Kq0Ky9CctFZGCYbb2vw3IzWOwV7HGja/ZFMMTMnUaAfZMRo/mDcboSrYr12K66Hlo85li0TusZwI29I+ffdXGni8c2bfz7b5emtZEjaOGI+JeJt+uFcvHqWWT09S35phfdB8d+yFGJL7d3qtXAyeRVXkNe5ZZgDYsnFH+JrjX3BtAIENk1cnVqduqz619e36V6XnV//z7OZCepF6Sy6a1NXh9wajiTMp4k7gNudSQ4UtBZbK2wOW2kXpjKxtc3miVPEDskFnuc4ca14QKuV0q9GM71jTk0oVfc7RLWsbDYG9jjRtcMpZTLJBh+Fro+1jlKqTfbO6aI2EXkFMwfTf8L5OAXYvTcr02J9x1tHxVsXJt4GBb9Jc3uJhpdDUQ6dURWN+diDo9/mWgpZ3Tc20HntqlpCNMqJvL85jcp3DSZD7Y9qKaU/+M/5FUGFe8VkZbQteIJxb8XTyi+BIgBoosnFPdb98K664HL1z67dlDDuraba5FdI+l5VU/WPL2G5vLmsLPsjASKv4tNXgJMNzcjUyKJHhBN1S9t80hskTbsMXacKU5XZK/ICZjoHIcxhy1AfDvDyCyfrsUeZ5/YSAMw4ksPUEr93oG+fYCDgS/blP7JS+wJrMJvM23OBjdrqzycmRY66mB140genncSsdGJ9E05gAipnXFF178c6pCmyCZPVNAMtNL6YymqzEWZh5S+kFuYaVqqwljl/QQcr5QKGo+WcHDCk/Vr6m8c8I8BRHRu61feXrSdLVO3rGje1pwebuZXxqSMpPUvrV+aMCqhS/xBpl4EPE0eVuWvou8tfRfao+1p+NzUqn+vXuSuc/9l7XNrfxKRfwHTlVLtVogXkQhL5MZiX2KvXOmaoZSqb6/BNfzCxwFdlVIftzG4mnPxM7guj2LKEhdnHBBeERqXimDN1qX07qIle5tU7FHlrp5zgaAGt9rdmW8rrw9kcAGuLsgpOt/shLHS+w8wJZSuQd9b+t6ScGDC0tWPrcZd21akq1Nmp/muKtfXwLPtWDm+3v2S7l22fL4Fd72p8Be2CBtdTu7CqodXFQMD0Jt1NwBjVj2+atja59b+ZDR9ADiugz5XS+TGYp9inzG67UVEuqIfW+cYylWBSPQ/8Nq8Zv5ysJNwbcDy+jGAwuFx0Wvdt4z+5V9s/kgduvTjbk1l8+NxNZi/zYvqTsQTukzdDYFOKKWeQ6c8vxdM1KZ4QnHCvA/nnTPq6FELNryywaU8LU83zcBb9x527wXrV69/aujQoQfgsykWCCOp4lRbpI2up3dl8zuBq6HHHxS/vH5lfdSCyxdEFk8ofr54QnFB8YTiX3zbGOFfL6KjUdqFdyPVSoKw2FfYLz+oItIZSFJKfah0efFgtNolc3kUxWUeeifueGuCeWAqXd2Yvj6VATGdGPn74wxZ9h7xteuxu5tsrnp7xLZF8ayclkJjVdvV7ObmgMUsfAmlmHYHOj7ZbJWa8sknn2y6+eabt+VcnDN3dMroYSeMOMG99fOWUDEZkzqm69L3l86/+uqrf7v22mvHDRw48HIRCZWp1mIc44bF4Uxx4mk2DyIRkfeBvwEPB1vJKqWWAqnh6kP49W1mLyuyamERiP3K6BruhN5Ag1JqSZjdPsAn1XXaMhcnD2r9/W1Q8SXNnrZyCxWu7nxafi/LVv/ERes/JaF6jekFXPV2Nsxq6wGwifljuR9Bq+QaqlqXoEvK3+F3uvPHH3+cMmvWLPXZZ585PvzoQ+l+ZvfIbV9to2ZRDQ6bw3F07dHH/eMf/3BMnTrV8d1337mPPfbYR4H/GREkgWj1OJ9ySgo2Z+CPkmFQpwPHB3st6ASYi0O0CURzuBKWFhZ7kv3G6IpILNALWKeUClqWoZUPNK+yAcjFKAn89Qo3xw9otSrdHG2rPu3tbY//fWbVX9Ti+qMoqcvk8/K/8ebWp2iojaJy2Rc4QngiGsojKN/W2ib0jFgQTkkds4SIVhiv93TgdD8B8hUvvfTSDd/P+v5Np1PbSXusnV7X9GL1f1dzvuN87rr1Lq6++uqWDi+88MKvaIUvfwPuy5wg5/zxRkU8C9zgG3Fh8joagFIROagd43v7KrSW7n7zmbbYP9kvPqA+cb1rQ4UFGa6HC1sdzKucDJyyqsLzS7c4waafgpvR2V7jyKtcfmnBRQ898n3VMZ9vz338+y2XLijfmMSAZR8x9uf7sbkbQr6RFW4369fZeLBTEvd06cT13VLm/Vh9+RCMbLiN21fhcrdZ1LqBx8N5D5RSG422L4jIcONwE/DszPUzW8kixg2NY9SoUawoWkGP7j244uo2mbp3oVW9DgxwuS/RacGhaALeNObXhJaIvD3E6/gWOLojxtMINbSyzyz2avZ5o+vduQ7Dd+vlRLTRaE1e5bT+/62555Xfm/8BjAS6k1eZTV5lSzjWp7+8fN26rUs32DyufuWd0lk+6Bx+GfU36iMSQ1ZM+7K6mjeW19HX5eLD+DhmxkQPzS3MrAbGA5tfm/4wxatblXVrBq7MLcz8yXRAE5RS76JvFK/76s9WNVa1KSJ5be61vPbaazzyyCNsWKMrWTQ1Ndk2b958t1LKAVwNvGT2yF48oVihb1yhxNwfLp5Q3JJibRjU3iISSuHtXXSyioXFfsc+bXSNFa4n3OKLBgPNKt4aOBZv82wmr/I38irbCK8M7zM2I8oZ+0hDdJcWvce62O5UxvfF4wiusX1gVCRzqxs4obYlas0NkFuYORcYlJrc962i+e+WoW8IDwADcgszJ5mNJSL/FJFAj/83AknA/cbvA7rFdmvxl6TGptItphuVWyppbGzkqKOO4pxzzgFgypQptmuuuebyV155ZZxS6hfgc7SaWBuKJxTPQcc+v+99LT6UA38vnlB8t0nXu4F/hthU2wDMCuFXtrDYJ9lnP9Q+ylFh7Ub59gnSxE6AUj8FOUXH9ew8cFhtY9vFnQdY3zOTQWunBRz4oP6w+Dc3ke6W6X7h/SG3MLPmBjnuemDdDc8d9xel1HrTQXZQBdwnIm8bAjAtKKUqDb9uUVZW1uzx48e/P2XKFHdzczObN21m+n3TufKyK6kdVstjj+lMarfbze23386YMWPIzs52Fxfr1WmPCT0e2fzB5s/7/63/z3HD4r4rnlDcqiBn8YTiFRiiNhmTMsYCQ9Bp2l8WTyg2i4lGKbVZRGYY/d4N9AKVUnVGJEOHSiNZWOyt7LNGF3CYZSKFyFDqTnCj6yBwfbWcmKh46hrbFgJOjOnM/G5jGdw8A7Wpra2JTmmgz7hyBq22sWA7HNS9Uf0eFfmEbxulVIWIfIwWnvl3kDmCTlv+C9qHe7b/SaXUTBF5dO7cuU+efvrpREdHc8aZZ3gQ/WRjt9v57/r/suShJTSVNfHYY49x7rnncswxxxAfHz90StqUVVMmTXmo07GdrrFF2pJrF9dOiRsWV50xKeN/wP+ZGdTiCcWz0fq74fA8AQR2/KgTkdhQG6MWFvsS+6R7wXjsDBRKFcxfWEVwYRcHgY3y8JiIeOpMVrp2m51VZYspHXwhfTK3ktC3jugujcT1rKfv8Vvom7kdmxPG9rKzdHUTr23cLMUr19xHXmInv6FeAv4SKjPLuKncAJwlIidlTMqIyJiU4X8DvXfjxo1Ln3nmmec++OCDtBffeDE9+i/RrzVe3Oh6xv0MADGDtMTi3ffc3fz7779XJScnD79z+53L0CvQO4DkxEMTqZ5fjbveHQ/cBHyWMSljpzLAjKeTt0IphRluI2W5GSz2J/ZJowsdFi+pAeKCnK8DAhWdrI2PTqK+qe2iq2/XNFZvKaWyvhv1WyLoeVgF/Y7fRu8jy4np0txS3v2wXnZmr2txLxwNfOQ31HS04T8y0AQzJmUkZ0zKmDj8leF3xh8UXx2REjHV0+xpBJqMKhAnQ4thvn3evHnXiMigztGdl7x56puXra1e23dbw7abgHsMKcWK2pra45YtW/bUxRdfnINOfDjdez2xC8lHJVM+vUXf/Bj8oz86gBEe5jZC/YK1q0OL+FhY7Bfss0a3I4RhqH8DDvU9UJKWnlSSln5Lr3XfRifEdGLRml/adOrbNY3VZaWkbPmdLcUJrJ+VRP32tovBsb3slG714NqRhnukUb3COz8POp51gtlqN2NSRia6NPmjQGaPy3rEu6pc9m3TtoEuVXw88HnGpIyJxnhzgKeAZ7wFKYsnFG8onlD8VPGE4n9Wzqq8AeihlJoJ/As4tba09q/+100+IpmK2RW+WWdXBXwH24FSahXhCZLXhVtQ08Jib2d/NLo2EWmjp+BDl0CZS0qpdUAPb4xoSVr6sWgFssf7rf5iaP/4FDaWr8Ttab13l5LQk62V6+m24XsAqlbHsPqbzm3ShxOjhOIyN9+vadXfv1rCt2h/7eG+BzMmZfRFRza0rPqcnZyknJ5CzaIaGje1Kif/iE/RybuBSHTsrf/rdQ9/ZXh8xqSMAcNfGe4B/rZl6paD/NvZImwkjkmk4ocK76E2+rxmiEivUCtZYL2IBKrR5p2nK4BYkYXFPse+anSD+TxLgUBB/aDDmdrW02ndP60kLb038DGGIE5Ecw0ji5+ld1Jv1m5tnRcQ1VjBmEg7y6t2VP2x2RX+a1WHTTh1iJOPSlvt1bVydxihWt/RNongPUxKinc+vjNNm5vY+EYrwXBB6wOjlKpGh5H9TURaXCcZkzJOyJiUMR1dtWE5sHnoC0OPblzfGFm7uK0LpVNmJ2oW1WCI5QStY+bDeiAtWAOj4GSMlUlm8Wdhv/ugG5svwarLfgmcFOT8T2ijnAO0EoqNr13H8U3rqZtTwIj5BRw47ylGznmUw2bfTU+a+KqmuqWtu8m20eOSSvw48wAHH5U2m1ZU8OFRdEpvGkDGpIwUwFRM3RapqzTUFNdQ/Vu17ynfcsQfodXInhMRW8akjIvRIWtH+7RJsDltN6RkpTSWfeJfcBjs0Xbs0XZqS2sBXg82eS9ed04YG4NLCH4jtbDYb9jvjG4YfAWcEOT8j+gwrNYyg6IAYUx0NIu2rabL9kV0Li8lqXolNhRHx8bxXU0t6JCzD0GWbCuNbePmOGmQg001inmbW/yjE8hLvN6v2WdACeD1r44kiFFKGJVA3PA4Nr65EU9Ty7gt/gbD+N0IDLLH2a8ECgnwt086KimxcWOjp25522K7yUcks71oew1ahjFcStDFREOxb6jpW1jsJPuq0XWFCCPaJiJdzE4opcrQfl/T8+hY05HVbrePMIsCpW3e0Kgo3ECtp3WK/0HRUaxpbqq/Z9PGccBq4OjtpXFtNtTiIoQTBurVrg+Pk5fY1WeOHvRq9zIR6UYIpTERofvF3XGVu9gytaWc2sd+r3sN8JSnwfOEq9oVMILD5rCRMj6ladPkTW1cCNGDomdV/169ZsHlC8LWNzCiD8LZBFOWi8Hiz8A++SE3Vm7BHkcXAMODnP+KADKDhjbrVx9WVrYoczuid2x8OUXwKJhR0zpJwiE2RsVEb/+yuvpI4EoAj8vGmm874fEzmdrF0MqvGwH4q868gfY/34i+EbRxVfgS2T2Szid1ZuvUrTRuatwCvGrS7HFbpM1d9mFb94EvyUcnR9Utq3NteH3D+ejV9kRg9ILLF4xTLvUGYZRK96PMuHkExKpfZvFnYZ80ugYB526sFIMZ5S/RwjeB+PB/5dtb6uzYI1sv7I6Pj2vlv/VyRkJC10iRbHx8wSJg84seO+0AB9VNivmbWkUx5JKXmE1eolfApxF4CLhiweUL4oBngswXgJTTU7DH2t0r/7Ny+oLLF7SZoFKqrvMJnb/a/u12bwVgU2wRNhwJjoLtX28/vHhC8ePFE4ofK55Q7K2+8RpwacDOJiil1gJBja63qbXatdjf2Zc/4KG+oL2CxHb+AKQF0Xb9crPLlVHn8TwAYI9qbXSPi4vn+9paGv1cDEfGxju3ud0j6nyOe9yCv9hg11gbUQ7h2V9bZSv3Bt5WHmYtHz34wpK09L++3aevAJ2Bm4F7gMkB5lsFvGePsl/ubnRf5Sp3nUeA0jcpWSn3R/SMYNm9y3A3BZStmOGqcD0IjBCRVllzhgFtDEMpzJ+SUA2s1a7Fn4F91ugaGVfB0lG/JYDhMfouDXK+Dph9yNIlPwCnN5Y7Z9gjdxioLg4HaZGR/FDXOrQqyW5rPiAycmlRdXWLQ0G5bdRsbKtAdtkIJ28vbKbBtcPOVG+IZNmn3UY1VTveBPJHREc/fl5ioiNSZGKPu5ckFk8ovgAdcfAqOqzs3aEr4m+59PM+51z+Wd87iicUT1IN6jV0ksejZvHIC65cMC+6T/QyPLD0jqXUr2kT/uoB/mU8LTwB3GLyFv0b6Gf23gXBHWY6r+pggUoLi32CfdboGgRcGRmJDj2D9A31mPwhMD69tOTTIfOWHN31wMrJvpc7IT6er6r9n+DFOS42NuONivJW89q2KB5/LbSLRzipbIApS7Rvt8HTC3dMH1JGu0kaVIvNoZfHV3XqbE/PyIg8c+zhZTzQ7a3ilWsqiicUT7j8s74Fl3/Wd/iY0k5P2JV8BSzPz8765tHzTx0O3IpW/PKPigCgcUNjNoCr3MXye5ez+cPNeFwe0GnSVxRPKPbKpX0KHOlfbVgpNR1o618JQhguH287Za14LfZnZF/+fBsrp4DyjiJyATBdKdWmLI6I2NGr3TFKqa0m53ugEyVSlVJ1y0YN7uKMdX1fVxZ1AMDG5mbOWrWSmYMG4zQWZhIdTcWhh/JJp2Su6NbNFbu5zFFTVIS7ooK4nvX0OLQCe8SO9/vE12o568qJNEZ2Zv6ChTQ3NXHzRSdxyC83424SyjaNZfaR2bzwzjvU1NRw6QXnckXSj42ffLP2iZW1nQLp6VYBR972ztR7gUxgkFKqVSSCiKSyo4wOCMoeY9/sSHZkN6xtmOHX9kzgIKVUnt/xNGBTO8TjERGnsVFpYfGnZZ9e6RqJEElBmnyKj3iLX183Wk0rO8D5DcC8Xk7n+SVp6f9rrnWs9RpcUKq708kRMbF8WbVDdSzprLP46/x5PPLIIxxw662OkS+9yLcXX0TEgAHba9ZHz18+tevf3U3yhLf9hAMjaIxOJf/xJ/nyy695/c23WbdFBynYIxS/nXgeZ//lL6xatQqx2bjmhlt4Yu2IyK3S/W9BXnMC8B90Bd4YIM+kTetICIW4a90pjesavxURf8nFT4BjRCTJ7/0pBQ4IMg8zrI0yiz89+8MXIGAFWEOHNZhCVVAXQ5LN/tGAiIj/ApcDPptuemmb6nTyQdUO+6U8Hk4//XQKHn2Ux/Lz2bZ9O7m33ooz69QI4Igh85Y8ZI9QeWg1M85MczD9m2m89NcsrvjLX1pfvOdI/vvSWwD8747/4/ITTiQ6OpqH85+g36HHhHpMP+nR809tROvuXufNbPOhgba6wR60y2Cz70HDLfAUWtaxDe3xvxo3yf3hM2dh0WH2hy9AKP/IPBEZadpRqQVAhIiYrthe7dOn6y91dQm1HvNd/lMTEvipro4tLm2/Kt5/n+w5czm6oYGu3boRGxtLfHw89qqqOLzGPa+yEm3siY0Q+m4p4qWXX247eHJ/FpXoDf++VVX0W72Kbt26sWXrViIS/GV42yBo9a4Hga/RCmK+r1uh/bewo9TO20B/pZRZ+YsPgd9Njs9Hl37f5VgrYov9lf3hg10uIr2DnF/AjnRaM6ajS7C3YVBk5IUHRkfzbU3bahEAaZGR9IuI4Itqw8XQ3EzckUdy8H33cfHFF1NbW8vLL79M/TdFiMNzAXmJBeQllgPXoivlctIgB+8uMilWITY8PqFng6OcLQI6irASwrYYYjIfo8XOD/c7712iTwfmASlKqXJMUEp5lFKfmByvJ7xsMwsLC4P9wehGAW/6Vr/1RSm1BUgJ8hg8A5NEiZK0dAfQe3x8Ap9XmW/Uiwinxicw1cev27BoEa898ggFTzxBdFQUF1xwAQ1nnUlUUvNh6GiCJKNpBMCJaQmMHrZDKVHsEZDUByrXcsCQwQCsjYslcWwqZWVbSE5OpmzThiBvBwC/TJw8ZYnx84vAEuARv/fgNuBUtA7FdcDJInJyqIFN2O4f3RCC/wT6W1lY/BnYH4zuocARaAWtQIZ1EYFFV74FBolIKzHt9NISF1B1fFwc65qbKGs233Q/JSGB+Q0NrGlqggmXoUaOZPTcuRzd0EhaejpNTU2st9mI6tRsGqO6ctQ9DBg2msmTdd7DYy+8Qc6isdB1GDdceQkANz5XyF8+nEdtbS25ubm8MunZgG+GoBjfY3EjeYlHQEta89+Bw4CzvO2UUu8ppT4zIrRmAQXAOQEHDsxSdHhaSETkQHQ4Wzj10Sws9kv2B6Pr9ddOAO4L0OYb4DizE8Yj+CzM04LfTHY4aFCKrwK4GPpGRNw3OCKi5rPqKlb178+wiX/ltJ9+YvxTT/LLL7+QlpbGkI0bSR7UVrULwKWEmpoq+vXrx0knnkBsTAzVxrXOqn+b1196FrtNWLpkCY8+9CCHRK7gi99Xk2pbjEPcrfzZcY5GTutZwtDEsiOAGeQl5hinPjRe479FJFBCyX3AhSJiKiEZCMM/HG7c4b1of/MdVt0ziz8r+3ScLoCITAbON35VwDVKqRf92iQALymlTIVaRORu4ECl1Lm+x0vS0gcCv967aVPSNreLp3u2KXAwHcgcurj0hgFO512f3PmPrjOTk1izaRMRERGkdunCypUruXntW3QfWoer3gYKHDEe3E02yn5PoKaiGwlDk8hdspnURKHgFCNIYttycDeBzQ69x4IjCtbOpqq6ht6PV3P+UCdPnxrHsurONLgdJEY0MCBuO7bWa32FXon2nb7KVXvspLpOB3S23V261f1AgPfhUWCgUuoss/OBEJHRwBwj0iFQmzForWIvlymlXvM5L75JESLSwwjbs7DYr9gfjO5SWlcAbgDOUUp95tfuLWBCgLLtY4Bp6M2kVrtaJWnpoz6srPzkobLNPX4YNBiH9mAo4APgivTSkmrD6Pz8YGpq3lmJSWfgdB6M260W19f9eNaqVYffmBbDzXHdaarWi0xnrAuPS3A37tBaf9e2iftLK1j/1zi6xQV/AHlgRgOfL3Mx5cJYkqPDz5i96P066ptpfuOc6MNjHqxqU+xNRLqjq0gcqpQqDndcEekHJCil5gdp8zng6zMuAYZ7DbWIjPDtLyJDlVKLwp2DhcW+wj7tXhCRAWiDW4t+fP4ncAbaT+tPJ6BPgKHmoDVr25T5SS8tmfPA5k0HVns8vFdR8SzaJzk4vbTk3PTSkmqf/pv+sWmTSi8tGUlzcxQeT8SZK1ceAfBUaR2rtu8Ys7nW0crgAlx+OBzd184Xy0wiGfy44qAIfl7v4eXf2tw/gvLYSVF8sdzl/LjU9Sl5iW3+9kqpjegy8P9o18C65FBAHQwROQTtU65C/60a0H+3c4zzPYA2WYMWFvsj+7pfTdAZZzPQq9RlQdpWE6D8ulLKLSL16N38OQAlaelHoCtIxMwZckDx0MWl3F+2ecL9ZZvj/LUBlFIeEfkUOA24P720pNEY43gnQjOKi1av5o2+fejpNMvlUPTu4SEhSnhrQTMTDgqY7wFAzwQb5w518PQvTdwyNgK7LbzVbmqcjWtGRvDwj43dzhvmONWhM/b8eRhYIiIHKKUWhzWwTkAJpsWQgE5HbpNubZCilJoX5rUsLPZp9umVrlJquVLqU2MzLBQ1BDC6BhVAUklaeueStPQZwEz0qvZaj1JPG29UDDq91oxPgUOMVRsAW12uG5qNPaatbhcXrV6toxzaoOUfzxvq5JuVbrbXt3b5TF0Ry6nvxPBk6VieXjyWT9elccGIJFZVKKYuDb0y9uVvh0ewaIuHJ2Y3XWJ23pBufI0AGWgBiAFMq/WKyFCgLJDBFZEUYIvZOQuL/ZF92ui2k9PREQ6BKEfH0H4MHOl7YnVzk286wr9F5CKT/t+gDU+LXOS65uaWbC0PsN3t5uI1q1llYnhr1keRNcSBXWhVymdmWT8+X9ePz0o2sXxbLY0eJ0uqU1jWPJqhXSP5709N7XLK90ywceXBTp78qenwICF2DwJnBIl08Cce7TJohYh0BrobmX+BsDbMLP5U/CmMrmE8YoATgxiams52ezrgn7lFcX2Drx9GgFdF5FjfNoYG79f4COysaGpstQx1A+WG4d3sF/e7rTSOeKcYGWr63KqaJJZVd2bC0HJ6JTjYumUBvWMqjFnYOLDfARStdMvCMne7lLvuODySdVUqFZ+qyPnZWc787Kze+dlZKUqp1cAy4Jgwh8zEL2xMROKB45VS3wTqZCRVVLRn7hYW+zr7k9GtDXLOGwrWhQCqY8Cp29zusWYnihvaPDnbgE9FxL8O2wdAX28M6qzauiW+TnM7esXrYEdhy9huDaSOriAysZn1s5I45wAnX69wU16vaFY2rhg4h9FdNnDFQTa+WlrFWb3mc26f+ThtLg7s3YMIh73+qFfqXkXH2X6NLkX0QZD3gr5JtpkK/gfced8ZJ8TmZ2c9CKwD1gBl+dlZP6R371pK+LXQ+iilNvsduxdd2y0YWYaBN2OEmQi7hcW+zv5kdE1Xe8bKNg+IRK92n/Z/bDaMZBPAvPq2rsk59fX+klwCxNK2+OMv6IKYIwCKaqrLfPsdHBXN67378O3AQQyIjMQe6abHYRUkD6yjscJJ9doYhi7rgQ14d66HwfE7Qh4uHeFkS51i2nIXfWMrObn7Ehx2O4cP6lu2vV6dI/dVPU5e5QnkVZ5EXuU5wJMB3qf5aGP6ENB3fUXVbOBOoKtPm3HnHZJxrdNuuyBUEoNRzmec37HTgOIgBhUROQKdKRiIA4E2gdEWFvs6+5PRDcRhQIrP78m03SQ6A0ML4f7Nm/D4BCc0K8WyxkZstCp7UIwuWXOV3zglaCGZcQD1Sk3pYre/V9Cz5/rM2FjiHXZGxsRgE8EZ46LPMdtwRHmo3+akoVwv6mLdTs5JSOKnza3vIYM72zm0p53X5uvjg+O3keisZ1TfXmVAIv4SlXmVNwOjgOfQ/uYP0drBh5BXuVkptTw1Ib7u11XrTKsmJ0RH0Ss5Ka53p8Szzc5DixLYF0CM121jbIyNx7wasbefA52MMidQG2Atum6chcV+xZ/B6N6PNrReYoG/+4m03IJ+8qeksZGPfTVylWJUdAznJyZxYlwc0VCrlBqhlLpTKTXX90JGoP9sDKOrlPpgi8t13rFx8X0ReeaH2trmJmfzqz0P3+4ZmFVGVLJRqqei9X7V8GQH7y1porl1li+XjHDycamLygaFCAyM205qYvyH6MSO69r4q/Mq55JXmUNe5fHkVZ5NXuU75FU2A+RnZ8kpIw7oPG/tRqrqzSsDH9i7uzjt9tsCv7X8B70itbND4vEQ4N4QJXfOB94Jch60u2Onja6I9NvXBXZEJDpIEVWLfYz9wugaK6c2orci0gtdyLEaLRxeDmxFG95rjTYZaMGclvfikbIyatx6uAibjf/16cM9qamMi41bXg+x/hVy/diO1jBoMYDppSXuopqaR5qU+mnB4PVlCb0bbL5qsTZ7a/t0TKcYqhph1rrWL+m8oXZGdrcxeYGOfnDa3A1oFbFngaHG6wiX+LTuXVM6x8Uwe8Ua0wYjeqVSUVc/2GzzUUTGo6NBItDv54UASqnPDWU3U4yQOgnWxmAtu8a9cDYwX0Su2FN6D0GqUoeFIaHZZRdNx2IPs18YXXTwfZXJ8UrgCrRxeAG4BDgWrTj2uNHmBvyqKFR4PJ7/lJWt9TlUBvz79fLyi43rDPaeKElLH1ySlv5ISVr65yVp6e+lOhzDjFP3+I6plFoFDPhpvXug/yTjejQg9h1BaZ0boxiWYuNzvxjcbnF2Ih3Cmwv08QRnw10TJ0/ZAnyGXhnmEIBeyYmjYiMj3rr88FHeG0aDTcR9+KB+zFq+Bpe7rWxCQnQUfz/l2Pf8V60i0hNt6H3dNpmBru3H34ApYbTbVe4FO1oF7WW0oP1Fe0Ag3R66icWfhf3F6NrMilMqpaqVUq8rpT4EVgA/KKUWKKVWKaUaRSQRbZAd7Ah5agLk/arK7p9VVfVEr7Z6ppeW3Lm0qXEuelU3AKAkLf0OYDFam/Zk4JzhUVHex+x7RcRfuWzu9FXuNqsee4RqpULmabbRP8rBf35owv8p/YJhTmasdrOqwrNqRPLmx4zX6ULfVM41fKot5GdnDcnPznrj3EMyZtU1NV/Q7PaU5WdnTUan4X5ySL9eNLncFK83z8IVkXf9fhd0lEQrKcyk6KhDHjjrpNn52VmX5mdnmX6ujAodm8JMZtkGdA6jXSh8Dd5Q4A208T1BROL/INfDrigp32RFc+wf7C9G19wp2ZpIoNHk+HR0mNVXxu9PofVnL7pt44aN6aUl6w1tXa827WpgUEla+tnoCICWL5RSijk7oh8EeF9EBpekpdtK0tIvuyQp+SBVFXFSc52tjb+z64FVJPbbYXgryh0o4B/ftH5p5wx1YBPIfq/uA/Iqfcd5Ce1GucB7ID87azhak+Ki3p2SnP27JDNjyUq7Uup84/jHUU5H8yH9erJg3aY2Bh59I/q//Ows3zA7AR7sFBv9da/kRE+E3U5sZATVjY2yrGzboegNtHfys7PMVne5wDMmx9tgrK5rd8Gq1H8eP6KjNb5WSlWji2XGGf9id/JarRBNuAkmQVFKldH6ycJiH2Vf117wEo7R/Rw/o2usuE4GEJF0dAjTIyYxp74sBwYCp/ifWN3cTLm71YI7Gvh8m8s1r7PDcfahMTG8U1nB6lmpDDh6OzbfjAsb9BhbQULfOtZ934k+jgigjn//0Ey/OAfXjHXicYmKLI9e0S2yvnb+Bk9mSVr6KWg/9U9KqfUi8hNwp4gUGjeIZ9FCPwAcNaQ/k36cy6pt5fTv0ikBuBk4f3S/3u8+8fX3jmPKB9C7U5Lv/AXtjjk2PzvrZeAqpZQnPzvrA3RImq2g6EfOOySDDRXVdI5rWcSfg3bb/LdlIJ0OvFYpZeYGgrxEOzqK5GK0/3JVfATjqptII3hoWSi8Rns62qX0qa+7xFCdazLmKCLiTRW3A3U7WTI+ivA+mxZ/IvaXlW44NITYUfeqlIda7Sx36NLjbRIpfq2r839D7QL9/75x49lupRgaFUWTUixcB6u/6ULV2ii8CrTuJmH7klg2zE5GuW0sbNjxXc2ZVk/BS3Esfq+7rJvZeeD1SSkjGpQ6aH1z01T0ym1pSVr6ZehNtVTgzPzsrGEYG2t28dAzupLxgyLpHBvFzCUrvUMfDHTt1SnR0Ss5kdnLzTfUDP7CjhC5izAiQjxK0TUhnoP69KBHUqJv+9z87Czfx+qLgZ9NR85LTAZ+AN5Hb3wdBVx2UYZz0P3HRr5oGOSOMh/tyz9PKfVJsM+AUUWjxvhXCSSISKrxryPfFQnxmWsvbkv8fd/nz2R0Q7EeeBdYGaLdMo/h0/Xn57rW1SFs4FFg+7Gulg3NzaQ6HCTb7SxqaKShPIL1P3Ri8QeprJ+dyJKPUtk8NxF3ox2lFIsbdyzKFXDLug38aox/XFw8DuCzHbXZBgCT5g4e0gvYgN5QGwqKsV1Wc82gn7ig33yy+y/kjnGwYP0m6hpa+l4KcNjAPvy2dgMNAcoSGfxffnbW28Cj3gN1jc00u0yrJQ/GZ5WNDiX7NcC4r6DLLrVibC876yo9hwF3BZtUIAz/8xrg8yAKZwFRSm1TSm1Cl6XvIiLdRCRYvT3fayeijWQMkNbeawdgKz7uo3CxDPXehWV0DYwY2xp2FI4MxHIPdK31eNosC+c31ONhx5uaERX1fX73Hnw1YCC9IyIQETJj49jq2mHYlMuGctuI7bbDyK5rbqbBb4HkBq5dt5ZljY3EORwcn9KZd2prWNUpnka7vmKUzfZgjMgkIPOrhUu7n9R9KYenrCHGsSMK4pqRTmKcULZpDhE2F+jIDw7q3QNBmLs6qPbMAHSCRcuS1mG3UdkQ8AnaDSAidiBKKdU2VTsvcTBaErMNY3vZmb3eDXADeYkd2fA6DVijlNoesmUQjBVwmeF22gb0EZHhxr82ynWG0I9HKdWIfn93xkXhOw8XgWv9BcO2r8cq70/8mYyux/jyB2MF0D9Em2UAP9bWfuh/4t/du/Nq7z580V8vhG/oklI5PiGB7s4deykOEUoaW+/niU3R+8jtdBupNRhK/c7b0KtdBcyPcvDNsL7E9+3B+voGpkY5+HZoX0q7d0JB/DM9e20DmLZwyROD4tpGJCRGCRMPi+C9RXWkx69rBBYCRDodjOzbg9kr1phtqAUkMTqKSvPkitkTJ0+pMH4eBgRSGjuZALv7QzrbWF+lqG5UXdAr5bARkaOBJUqpbe3pFwqly9GvNpTTFqJXwIN8/vUFKoxNOtByouYF9jrGOhEJJMYfaM5NBBGZt/hj+TMZ3Tr0xlYwVhLa6C4GluVt2jgJnQLbwsHRMRwSE0NPp9Mda7NR7XG3WcF1czrY7Godfxub2rhNbNBpSB0Dxm/xLO1ZtrTlnAjJdjv/692bj0YdRNSIIbjsdkb06o7DZmPO6vV4bDZWdE1mSWonDomJiTe6yrGTatto8wJkD3OyqQYWrV3pRvuBARg7oA8bKqpYWx5ORJcmMSaKyjpTo5vv83MG5pEjEGQz1ybCqB42ft3ghnYYDRFJAsYqpUrD7dMRjBXwKqXUMp9/q/3CF+MJLvDeXj4CztyF41n8wfyZjG49WvAmGCsJ4K/1Yuxm28o9nmS0Ytn16M0aN1rprFlE7EfGxlJrknCQ6nCyqbXfdFXd5sie6E2vk4GBT//SPP6K5E4ffDtgIH/v1o1tbjeDIiJZ2WNHUlJ0hJOhPboyb+0Gmo2IiZUpiayzSYtY7+x1Hsa+WMvK8tbzSE+xc2w/O//7rSHmtnemfgtMBeiZnMjwHt1YECBm14wAK917Jk6e8p7P781AtwBDBFUiO7qvg/mb3U1AeypL5ACF7Wi/O9mlK12jpFJqB7o2W3G+ewf7hdH1LyYZgBoCr7a8hONeAL2hkZJeWtKcXlrybHppyYHoldhG43+2u9xsc7fdYOrmcFDmcnlFdRQwvscXqxvJq/yBvMpp5FWuUkotv71r19xuTmftuBgdTPGNq5HaqNbfmeE9U6lvdvHK93p/ymOz8UWXhFYrx+XlHsa8UMsv61vPJXd0BL9v9oCOwjgXLYzTNDi1Cz8sXUWjK5y3VBtdQ7uhDHgaGD5x8pR/+jUrp7X+xQ7yKmcBc03PAYf0sPNhqWsteZXl4cxHRIYQfgLGH0EM+ilrV7JJRNpleA3/smV09wL2C6MbDsYjXyiju5nwVhFbaJsLfzw+VYkjbEKjSUXyVKcDF3gN8qb00hLTR+D00pJNwDmpTmfdSXHx/FTddg9qQBcdHLB481ZWbNF7RWXNTa3itjwKtjcojnqllu9W7TCkZ6Q5SIykBsidOHlKw8TJU3KAngNTOt/U7PZ4fl21bhXwGzAJw+9rRmxkBOvKK/EoddfEyVNunDh5ilnbCoJvUF6EvmG1IaOrbd7MNSaPDIG5Bl1uaG9hFMZm5S7kIzrmYtgVmXEWO4kVSuKDUkqJyEthNN1KW6N7kO8vUSI0mWxIdXVo1+Sm5mZSHI43g10kvbRkWklaelqjUu/MKi8fc5TLZXM6dvzJmnxW0s9/9xNXHHEI6yuq2qzwlIIGF8zZ6Obofrq/wyZlMU55rbJR3Sgif1VKlU2cPGUr8NSjIkd9OHdhpw/mLDgOID876yJ0+mwbOsfFsnJrOU989f3s2wO/lO0YTwD52VlnohMnjkAru30NRz4xMX3mKOP4Jej3diXwUvd42/MexQIRiffZnDJFRI4B5pilhIdDfnZWL/RNd+PEyVPWd2QMEwLpgnQYpdQao8Jye2kWEUeYT4YWuwnL6LYlWDaaly20Tcls5diMFBsNnrZGN9ZmY3R0NA1KVRBYaLyF9NKStdNFbgO+n7du0++H9Ot1kPdced0OwXWXx8NLM39BKeV9jFcYK5sJBzrVTYdGyMHdW4I35gKXbKxRFeiEh9PQacReXgGmiEhfpdTqiZOnvJmfnTUaLYHZitSEuEq7iGdDRdXhaJ1hM6qBQ/564pHP9kxO9BflOQ04Lb/kyFsnTp7yD8zKv98nv6FvajMDjO+NyT0fbbjbRX521hh0Xbjj0O+Zys/O+hq4c+LkKYFii8MlvASJvMQIdCbfeejNt0XAc+RVBsrGqxGRdKVUSbgTUUo1GIpnltHdg/xp3AvtIJxHMLOV7qewo35lpE1oMnEvACTY7TW/19dPSC8tCZoC5sNsYPPU+aUr0cppAFT4GF3QgaFKp/aCFlR/DOCn9e47D+5uvw59bhx5laPIqywxNmXeAy7zu9409M2nRRh94uQpt6KVxN4DlqIN7AMiMsyt1DSCqIwppcqcdvvGsuragCpowGOGVoQZc9GP6cE4HZ3i2x5XBPnZWUcC36HdQ96/vQAnAN/lZ2eNC9R3l5GX2AvtynkTOMuYy03AQvIS7w/Q6320kbbYx7CMbseYiv6itpBeWrIKmOz9PUqkTYIDWoJx/Dc1Ne88vnVLuAbX64/+pLqh8ci6puajjOt7KtqGagk7DMcVaPWzhSVbPeeRV1lIXuWTxsaVL28DR044fNT5+dlZH+dnZ1U9ev6p5aP69qx12u2thNEnTp7y7cTJU86bOHnKELQRnA6M7pmUsAg4Nliq7MCUTq5VW4PmKAhwXYBz89E6BuYdtahMJn4hfGHyTJCxY9CbgzuNiHQSkREBTn+EVkAz427yEi8xOf4jfmWSwiSceHWL3YhldNsSTmbAOsxjL69CG1YGRETS29ESWqqAh9NLS05NLy35Ah1aFip8zZ+PgC73fPRl0sTJU7KA3r+sWjvVZL4udGHK5cZj7QNAYxC1q+lOu722orZ+Mnq1GA/EHZs2YECv5IQeVxx+yBP+HfKzs25B691+DXx46biR9wNdjhjc78xAk0/rnpKwamvIAIQxAY43ETzG+hrg/fbqHORnZ41F17QLxsH52Vkd8Z968aYfN6JvhK3JSzy20aVGLdkW1A3dpnqHcSNeJSJBQxxN+llRDHuYP5vRDWeDJRz3gt1srPTSkrr00pJTgcMPiIx8c3h09Ndo+cch6aUld/g0rSO0sI4/36DD3s4CmDh5yoaKuoYIn/luQ0cZdFNKneOTifU+OiOsjbYBwKPnn3rgAald4j5bsLhVJlpqYgKNLjebq6pv8n3Ezs/OykOrdbXE3XaOjSEpJorOsTGv5WdnHWB2nYFdO9dGOOyt6s+Z0BTgeDMB9h9El3o/WCk1I9jAARgUukm72plRA2CkQJvdaE9p9sCVnwQVIzuQvMSeJsctF8M+yJ9qIy1MmT6PiNhC+AZNja6X9NKSH4eKNADNSimzzaV2r3QN0fUr/fr9F/2I/zY66+t9/P6mSqlmESkCTgS+Nxn6+giHHZfbwwdzF3D2yOF4PQpDu3dl0YYyMtMH5QI/5mdnpaK1aFshIozu15vqhsYYdOXlC/3bdE9M+LiyvuE6l9tDhCPg0+3UAMdd/q/Lh1vZUQWkvVTs4natMPQOfG8kNSKS4CdvGREXIXSKFtZUeuiTGHAdZPak8h3wV+CRdk4tnM+4xW7iz7bSDYc1hL4Z2Qi9ao5FG1czOrLSBa2C1lLuRyk1VSn1L6XUCrRe8GpgtEm/L9FG14yxPQ1JxlnL1zBlfmnLindoz26s3lZOVX2Dd6V7CQHScft0TmLN9gqAc/KzsxJNmjzVKTbGs602YJ5ABT4pyX5EYKLdICLdgc5KqYBxxCH4Cv2EEIzNQFEHx++N/jx5mUVbSdCfAc5Oc/BhScA1wUa0S6sVRujXk+Gonvn1a+RPtuDam7De+LZUhLEituMTqRCAYEa3nA6890YcsRKRNmFISqkmEXkM8xI3XwJPi0gnE8Wt5vLaeh0nBcxYvAK328MZBw+lV3Ii8VGRFK/b5N1oClgosk+nJG+ShNMm0hWfKAuAiZOnlDyaGP/VtpraY7snxvv7FMuB0ydOnlIWYPhT0SFd/hxEiFWesWl0ILpAaRI7nhQagZQRvVJ/yujV/ZROsdF0io0hJsKJ3dZqLfKviZOnBHJ7hKIfsMrn9x/QKcpf+hx7D3jstAOcXc97t46bx5qKgT1HXmWgMK+f0Ztw7b3xdCiW2WLnsYxuxwjqXjAIZnQ/oOPZQcXozR8zt8U8tAj4q74HlVLLRWQFeqPKf4f/87LqmgO9FlwBPyxbhUcpzho5jPQeXfl11TqvdkDAGObYyAhiIyLYUl3r7pYQZ7p63FRV8/XHvy36bHjP1Dh2JEd8BbwycfIU07RdQwu2kzKpHqyU+jzQfAzJxVx0ZMI84FV/xTERiZq/blPfvp2Tt9Q2Nl00b+1G59aaWpSCbglxrgiH/e0vFy59f+JksyuEhcJnpauU2miszneQV9lIXuL5naJlqsNG7OYaD93iWhl9776A+QWUKjeqcrQbs5u3xe7HMrodo5rQYufBcu7tdFxj9Rt0MU0zozsfuDdIPzN30rNbqmvvwLfWG/Dj8tVEOR2M6NW9ce7q9V6D+AbwTwJUt+3dKYlFGzbPe/jz6YFiwyLK6+qnB0o4yM/OGoj+TK70WV0ejfZbh0V+dlbMd4tX3Duyb8/zxg8fsik5NmYOsGTi5CltbgRKqQa0atzl+dlZt6K1gns0udybnvtu9rzV2yrSgTyj+nEtcLNSKqjgsB9NxqO8L20lLvMqvyMvcdSB3ewvvF/iGnn96IgIvMkR8BJ5lU2GC2GwUmpJO64fEKWU2wjxs4zuH4xYN7rWhJMmaXxYI4wvbaA2Fyil3g5writQayrqHd4cc5RSpipaInKPUqpNQL2IPA+8q5T6yu+4Df2o7QAtp+hRirjICE4aNqSpb5fkSx/7cuZbQLxSqi4/O+txTDLTAL5furLxl5Xr/ruuvPIOs/Mi8kFZWdlfU1JSWvmzX77l2uPLN67PYUeFhS3A/zwe9etz382+bHxG2nP9uiRPnTh5StAPa3521uBfVq79UUS6jOrbEz9X590TJ095IFj/YBhFK5vC3Iz19jlSKTXT71g6sMWskoWxCr5GKXVfgPEOVUr9ZHI8BUhur0G2NtP2DJbR9UNEnKG+WEYqZdCaa8GMt/HlKg9mtENc/zil1Dft7PM/9CP2t37HUzHEZgTc/VM6bTv2gIGrh6R2+cRus70wcfKUzSKyGjhHKfWrUV79PrTh9a2asPCFGT+/v3jTliqllK+Wrvc6A4Af3nrrrZRXXnml5X1zOhz23MsuloXvt5V2KCpZTv+UZPprYZ+lwA0TJ0/5sk1DID87q8uqreUrV2zZFpeZHjDC69yJk6e8H+jkrsRwb/RRSi3yOy7A4Uops0gSRORApZSpjKWIjAF+NTOUInK4UuqHds7RhiEL3J5+FjuH5V7oIDv5QQ3HJ7yrqUSvIP3Zgg4D+1nBdSu2bH9yedk2/5jXb4CuABMnT/EAd+dnZz0MjEcLupRMnDzlh9tErsPkcdWIpS0C1OLFi23Tpk2Tww47zCUgTqdTzN7J4nUbiY+K8Bpc0DXXpuRnZ504cfKU6b5t87OzErbX1v3++9oNcacfFNS9OREdVvdH0MbgQstmaLB+W0UkxcyHjd4sG452I+00SimP5WL447GMblv+iA/gzhrddumzGsURh2Oyw21kNv3baHc95q/fxY7MKgAmTp5SDbzj1y4SP4NgZMJ9CfRBhz0JwL/+9S+Hw25rinM12n9+t/Uqd315JevLqzg5o02ehRP4F37pr7WNTbfNWLyy5/gRB2ALbtAOy8/OSvIpI7RbMCImgsmIekTEbqaGppRaLyIHYnKDVErVGn9LM34VkQilS/O0B8vg/sFYRtePP0j2TjrqSzMC7tvrC74UeE0ppYyy6McDR2JED0ycPMX7WCrA7yb9u6OrDAeblw0tEvOU99h1xx5mR8cWjzHGjvWu8o499liAiJ49e/Ly449S/N7rAFTVNzBr+RrOGjks0KUOy8/OGjJx8pQW/+UXCxbfctSQ/kQ6wvo4/xGf+RSl1PIg5+ejk1l+78jgAUIGGw23l8VejpUc0TF2Vgy6PTvg/gQKFzPF2GQ5EHg7PztrGHpX/EvgbnSkw/f52Vk/HZCachawKoBmbS2hJS/HA589ev6pSfnZWf/Mz85aX7xuo8smcgY7PmedTjnllOYff/xx2oYNGwom/vWvav369XxY9B3R8Qms2V7BzKUrOXVEmn+srD8tKch2m+3yId26xKfEtynKa8ZSQidD7BTGJmnQcu9KqRpa+8P92Wr83cxYSGBxnHZ/Li1/7h+PtdLtGDu149uBR0AARCQR2BjuF8XYJHsSuPnR809NRvtmzWqVjbHbbJP6dk5uI+wiIucBRcE2F43Ku+PuO+OEp9FZV4PnrdnA7BVrWmkt9OvXj9LS0rJLLrnkDmD1oWNGXwh02rhhAyIutlZUcUpGmn/UgekljesOBwZn9OpeRXjVGZ4JFQHRUYxVZjywPcynpcRAm7YhXAzVIhLo89MoIlHt3aC14nX/WCyj2wE6GnWwM4hIZ7RbIqxVsoj0B24HblBKleVnZ92HicFVSvHVomUM79kt/tABfY4Clhj9Bb3Bdi4wMsh1zkanJt8VGxkxGRi8ZlsFK7eWc+GYg1iyeStrtldQ39TEsPR09dJLL/V8++23fx04cKDtzTffFICsU09l6UdvM3BAeJXFaxob7xaRlWgd4ASgEzrTKxg/4OP62FUYN0I7OpwsUEadGSvRqm6BNvZigxhDl1m4lxF7a5rSFgrL8P5xWEZ397FLohMM4xcL1CulQm6gGZs416KlEG/xWVVf4N/WoxRT55XQIymBUf16gRaqeVFEjgWeQLsynjT7Mhpxq3cDPyilHsnPzurucnvOmrl0JbGREZxx8FBEhIP69ACgvqmZCrtT0s85x/XJJ58wc+ZMNXbsWHXmmWc2Ra9ZuqJrfExAJ66X+qZmPi9eTOmmLccbh35VSjXlZ2c9ary+pABdS4GjjMiLXYKIdEGvuLebbYiFQim1yLhhBWIDWrPYLJFkNdCXAAk67TWgRkSFVT/tD8IyuruJXbFqMHb+I9GJFCHHE5EEdOrrJyYiMEm+v7jcHqYtXEz/lE4M76lrca7eVp4qIt8BI4z2TcAUk+sMQBv2J5VS6wF+WLbqtK3VtY4jBvenc1zbDfboCCfRuKn65pObTz755MW///77pSLy/ZVXXvkK4DLkI09Br6rH+/ata2rm8/mlLN68he21raplLACYOHnK8vzsrBPQGXNDfM4r4GNgwi42uEPQesU7e2NdJCLDzAR7lFKrRMTU6BqhXoGMZD169d/eashe+Q2L3YyVHLEXYnyhhDAD141Hyj5AtVJqk1mb/OysmWi9AzZUVPHDslUcObgfqYnaFTrpxzks3by1oaHZ5VtFYRMwWinVonBlpMQ+C1zh1TIQkcsGde18yDVHHXqjzRZ4wVTX1MxbP/3+QcnGsiLgRZMUWfKzsy5El61p4fulK5m2YAn1za1dpZ1io6/fVlP3rE9fb2TGKHTI1pSJk6csDTihDmC4bTbuCheToStxu1Lq3wHOHwvM99eMMM51RT/9tNn4FJFjlFLT2zkXAZwd3W+wCB/L6O5lGKFXhBNSZnxRBgAupdTqYG3zs7Muc3s8k75bvBIROGpI/1YRAvPWbODNn3/f5vYoX5Wy5eh8f2VcLwVdwPJapeurISK5gOPR8099Dh2H20blzOV289OKtdQ3N3uinI6MD+cuDFRskfzsrE7AevxK6JRsKGPyL/OoadQ2ISbCyfXHHrY4NTH+oImTp/xhPnYRSVNKlZoc762UWtuB8W4G/qdaa+x6z9mAM5VSHwToO0BpWU//48PQqcbt8TEjItFKqfrQLS12BitkbC9BNN60zHAMbi/0BtbKUAYX4O6Pvpz32qy569K7p3Bs2sA2IVk1TU1Fbo/6Ei2M7VUVq/QxuIlovdubfAzuHeh06P8ahq/NRtXyLdv4tnQ5ad27cvzQwa8FM7gAEydP2Q684H/crTyM6tuTfp2TsYsQE+Gka0LcAZgIpu8ujMSEQEbpGNEl4NvL25j422HHjVcC154Ts40zw13REeUxq37aH4BldPcCvO4EpZQnlDtBRByGr3erUmpZmAb6qvqm5vGDunZJ656U8CCtQ5HWfrlwySsfzl34NVqk/FjgfvSq1dcv+ATwnFJqlTHmtUCNUsq3dPs/gZcBGpqa+XLhEmoamjh+6GA6x8V8AVwfaq4GE4G3vL8s3rSFtdsryDowneuPPYyxA/sQ5XR6s8/MijbuMkTEV/t3CCZi4gZvARe1d3yl1GbgEBExC+UDmAEcFeBcf+CuAOdOEJHe7ZyLVT/tD8ByL+wjGCsQG+Bubzab/2NjfnZWJNqAeO5477Ohbo/qq5R61K/PEOAApdSnIpKMLhE+WOnyPzZ0kP5hSqkK/+v9/ZRjx742a+6bFx560PLUxPg1wKsTJ0/5zr9dKPKzs8qWl21LWbRhM1kHpreK3212uXHqsj9l6OSNzujd/JeAFydOnrJLHpNF5BCl1K/Gz70Bu/fGY9L2UmBtB/yp5wBjlVK3Bzj/LnCjv7/e+Ex8Dxzt74sVLWh/JnCGMi8ZFWgulothN2MZ3b2cnTG2YYydDaQqpf4bot11wECl1G3G78cDlyul2qwyjVX7S8BLqp2qV/5kjzmwZFNldVrWgemhNBX8+Qk4wdCH6DBGNEiqMiQTjZvNOBVYIcwBPKOUuqad17Gh44hPVyZCNyLyEDoO+B6Tc3egMwkn+x1/CrgBWAZcqcIs3Gn8/aIsw7v7sNwLezFe/5pSqnk3GNyLgS6hDK7BFcArPr//BcONYMKFwIqdNbgics38dRsXndZ+gwu68vHDO3N9g8Ho1OGWaRHEh2xkov0gIu1yMxh/28fQySxmPAVcJeZiNy8DV5oc98qzDQLeDhET7DsXaxW2m7GM7l6MUsq9C2JB2yAiR6KfcgrCaDsYHa9bYvweDaRnjx7RJT876/H87KzC/Oys6/Ozs7xpuKei9R06OjcRkTsBuerIMReKyMyQncy5NECBzHbha4SMv0Wc8Z4E4kvgYcMl0x7eByaKyMP+MbhGLPTX6Aw8//ltATaJSIbfKd/rdwdeFpFwV+BxRmigxW7AMrp/MkRkINBfKfV6mF2cwOEYoWAPnn1SvAgHdUuMn4wWMr8WKADW52dnnYuOkZ2zE1O8G1imlHrOKNkz3hi/xqdNOI++segkjw4hIp0wF8d5DghovIzIjknA39pzPWO1WwPcDHxlRIv48hK6uKhZ5t4ztN2k9DW6ZWijvizMuWwBAgnuWOwkVkbanwhjBTUCeK0d3byxnin52VlbIh2OKTEREdQ3tdFpiXN7PG85bLLV5VGmZdrDmN/ZQKJSqkWnd+LkKbXADfnZWXcCB6PFhg4lRBVgg52R6Rzg3UDzYxbwgAQXlnkEWBDtlKfq/5FwBFoXYgRaB/lD4EnyKrX0Y17iaPRKdD3gFe45GpgvImcqpX4zxlyP1nj4RUTOV0r5Zgr+BNzql93WCR3+twydqtyumwBQKSKJSqn2ZrZZhMAyun8uhgNftNNvtx2tI9EV6AmM7hYfR21j28Qlu83mcNrtyS6PayBhrqq8iK4ddjlwjtn5iZOnVKGNCPnZWVsIbXS34LfiFl01N1Yp9Ut75uaLoVPwnjHPtjWGdJsKu02eOnGgYzraL+ylM3AT8BfyEv+FDndriaftFivNm2sV6O9lH+BLEXkArRQXi14Jx6F9tA8BDyoDEfGgw8e8PueLlFJzjH2BHyWMMlR+r2GliPxLRO7a1fsJf3Ys98KfBOPL52zvrrTxhfsQbXTPAa2jsKGiTQIVAF0T4iKddlswn6fZ3BLQhuWqcAzDxMlTSoGA5dcNCrwVhUWkj4g8B1yNT0n0EPMJVKEB4HVCxAdv+Gtcw7xN7sHLtpvaqzh0BYxWCQwOG/5PCPHomOnuxny8K/dY4A7gQ9khXP4CcLZoIR6UUnOM/91o/YzTg803AKcB74hIUgf6WgTAMrp/HrrTwUoF6CSJQzGEt/t2TmL1tnLThp1iY7z6BO3hAuAf7UxbvRRzBS7QiQoPiEgXEXkEuAf4j1LqViMZIRSnEsQvbaTsLhaRQwO16RZnu/bvR0SSN72B9gYEGLtoNcCDQA+l5Txj/ZrFoQWCfjbcRtOBtZhstqH9wWYRDqGoRd9op4lIWqjGFuFhGd0/Dx0uEQT8iK5LthCgb5dk1m6vxOVuO1z3pITyJpc7PGFcWvzMnZRSP7dnQhMnT9lmzCkb+MSY4xvAsbe9M/Wa296Z+nf06vl1pdRVZhoFQeYTp5QKVRJpBvAf0zN5iclA+qUjHHyzwsXMNeEFoNS7FN3jhOxhDpw2GoCHfOYRS+vKEDXoah6PGh4GDzp87G6T6IcN6GoU7c2Y8672xwBfiMhJ7exvYYLl07UIhx+BwtKNWy5I656S1zs5yemw29hcWU3PTq032SPstg/Qj6XhcgQ6q6rdTJw8pRldHPMdaBF6vwm9k/+0UuqBDgw7AQjH5/sxkC8iBymlfvc75wGIibCRNcTJ0z83cVTf0F+1yedEc3gfBw4bfLy42t7s4QzgPeN0LFojuRqI7BYrPy6/Ke722AhZ4DPE9+jV8dcicqJfuOFm4G8i8lY7fPq+Ndf6Au+KSI5S6s1AHSxCY610/zzszGbIEuDrF2f+HAXcGOGwqy5xMWytbaOpPmvO6vUPAV2N0LRwOBydjdVhRKS74UZ4DvhGKXV+uBlYfuMcA/Q0MaJtMAza0+gQr9bkVVYCPwPkjonggxIX66pCv/3HD3QS7RScdmFYV9vH6IwyLysi7Hw89aLoKfccHaFEODHSwTxgBXmJ3jl4Iw2OAT4QEV+ltufRtfICukRM8K50PcAX6PDAt9vR38IEy+j+eehwWqfx6BoPdJ84ecpzQFZsZOSWbTUtRncTWuzm+LXbK70+08dDjSsicUBdR7OgRKSvke76KDBZKXVuR4ytMVYa2lVhqm0bgJeA0wKI1eQDHJRq57Dedp77tV0ytatKt3ru1dOSwwHUvQnzG+9K6HPKYOeFV4+MiCyrVUxd4gK9An2CvMQn0eWY3Ojv9cnAt95NMKXUUnSCRaiyRkDLxqtCxxxnA3cqpd6yIhl2Hsvo/gkQXVqnvWXb/dmI3oxj4uQpny3etOWFrxctfRXoBfSeOHnKPRMnT6kDMtEro5NFxFSy0Iez0JER7UJEehuCLtcDhUqpiwPE1IY73unoVNvbzIyKiPQTE8lDQ+znbXRURGvyKt9B34i4YXQEz89tptHVcm8x34XcwZ3VjWoN0AWdgg3aWB4K0CvBxrlDHXy5vFUY8o3H9LOPBrzRHxHoKhw/iZYBBSgEso3Ej1Ao4Cil1OVKqfeAfmH0sQgDS/DmT4CIdFJKbd/JMZ4A1nnVyETkSrS61WV+7V4ArjJ+bQBGKqVKAoz5V6XUY+2YQz/gVrRRf1wptQbAKC2fi95Y86BTcZ+dOHlKUJ1hY8Ppr2jpxEuUefl5RGQhcKjSpdP9z2WhV7w9lVkV4LzEkXXN6vq+T9Rcds9RkUtvPDTiOfQNcCJa6c3XmG8C/kZe5WvG2Pei3Rfd1L0J84GWCILX5jVx+ccNbPhrHN3i9Nop97P6H5/5pflgWvtilTFuf+O9WQM8rJQK+STi9zpHAdtUAIU1i/CxVrp/DnbFI6Gd1gkPTegMqxYMI+a7iRYBfGa4EfBrewSGnkMoRGSgj2rWw0bol9fg5gDzgevQPsuD0TGsJfnZWVlBxnSiV349gbMDGVyDWDODazALnTJ7sOnZvMq5MQ9WXbW1Tj048cuGYo9S56DF4NNpbXBXAgd7Da7BO+h03uPRgvUtnJnmJMIO7yzcYecbXPTwG9MNbO0cLS833RU/XN2b0Nu49jX+EQ6hMOJ+A1aFtggfy+ju5xjGZWfSYb0cTutd/WG0FbYZROtyPTYgFXjF5Es+Hr05ExARsYvIDeg43n8ppW4zxF8AyM/OOhStO2D2OY4G3snPzmoj3GKI0XwKzFVK/TWYqJDoygwBHbJK1y+bjxZ/D8YPzR6yF5Z5ggmSP+83dkmEndIj+9gfwq9oZHykcNoQB28t2JFLYmzWRaBvslVxEcxsuit++ta/xf/NaZdfgeVLb4zNinbQCTgsxHzN2GB2A7VoH5bR3f8JtkoLC8NgfuFr8NCP8P5G82Rar6ob0cbibLRR8Y53GDAr2AaakRb8EDBNKfWgISTjz020jl31Jxo/cRoRGYPO3npUKfVckL5eUtGP58EoIoTR/SA7emG0A75YFvT+l0Ve4oCW3/ISr7z7qMgh8ze7RzS6VJuKDhcOdzJrnZuV5fotH5hsewP4O9BrUCfbEzbhaJeH82BHptugTvaDThzo6Dq8q+2hEK/JjJ/RMbsWO4FldPdjjBTRnTK4YJQkVupOv2NFyhD39mEceqW1Db2SzENXL+jml5zgAKYGmLNDRG5E+1n/z9h1D8RxYUz/OGPcRBEpAO4E/qqU+jqMvgDno+OUg/EtcKTxVGHKWWnOkcf2dzBteVCjK+hwL8hLPAJ4PnuYw1bZCF+taNtv/GAHiZHwtl7t/vrMqdH3qnsTXlD3JmTPvCLm4vpm5MPStv2uGeVk2XbPkecNc3YP8bpaYWwyKrNNRYvwsYzufophcJtMN3d2z/Ui0Rtn9yqluiilTldKPaSU+lL5VUNQSs00W+WKyAj06vYLpdRzwR77vV1CzUspZRNdIeMrdMjUWV5/cJiv6WZCq7L9DCxAh28F5KSBdqavclPTGNTF7n1NfwVsgzvbuXC4g9nr2r4VUQ7h7HQnL/7WVIN219yAViN7PDXONvD60U6+WNZWyuKkgQ5SYgQJlFEXnNnA2A70szCwMtL2Q0QXU2zcHTGV/f5v6hnoUK2D0e6Dj6t++eht9Kr2eeUjy9geROQQdLztySqwZKI/M4BzA53cWlPLpB/mdAXGdk+MP2HiSUcdBdyWn51VDXw0cfKUUG6DS4A5PnKJgShHh3MlBWkze0CyNLkVEae8WceMK0xdowqtoQBaVwGAwZ1svF/i4oHMNu0X1jarx1eUq8umLWu+6KRBzid8T54wwMHZ79Tz5HhFUtSO+5PdJlx5cATPzWk6SUSkPXHSSql6v6QLi3ZirXT3M0TX6VK7yeA+B3wEnAikKI+7V03x17mNm5Z+m5x59fs7YXAHoHUSstthcDH6tKGmoZGp80r45LdFnpT42JsePf/UzyaedFQxWqPhYeBZYE1+dlZBfnaWdgnkJR5CXuLd5CXeR17iKdeMinCgoyDC8X02oyMFAiuT5VVuq3cxDWDmGg9Tl5iKqX1GXuVy8hIFHz9sZn8HC7d42FzT5k+68p2FrpeBwaXbPH/3P3nCQAdxEcJHpW2v9ZeDnWyqUSl0zEe7QNpWqrAIE8vo7n/Et0c3NVz6/d/USzE2pZRS1C37mc1v3Ym7rpLOJ9/kSBh9xn/6/d/UdpfHEZEU9OP7hDAVwFqYOHnKTLRhBKC6oZFP55Xwyg9z6NUpyXXZ4aMuvmzcqO1oaUP/cuRO4PpEZ/0r5CV+h47MuB+tSDa1T6Js7J0g85RSs0LNw1gp1hFcDpKrP2n41vvzOe/UM3tdK8/PAuAK8hLj0JUyWhjby06UA75d1cbF8LNSSnWPk5++W+VO9T8ZYRfOSW8d4eCld6LNHePkGyBgWF0gjL9Te8sRWRhYRncPIyKddnEYTrurOIbJjQCN60soe+ceGtctJOWcu0k89BxszkjQacKXt2dA0YUW30ZvbAXbMAvIxMlTHp63dsOpr82aW/rSzF8aeyYlbLr+2MOePbB39wPvePezt9FGtM3OP4AND6f3KrkIvWnXwiu/N/FBiavLb9fGHUdeYriKaT8AFcEaVDYyHL0iptkDJ75Wp+ZscP/GjmyzanRUyHX4fDcjHcIRfewUrWxlpJvQMbeM6Wn/9esVLprcbb0EFw538s0KN2W1bVbJL9Y2czO6SkVH+Ml4qrJoJ9abtodRSm0Xkb7sgigD40uwywtZ9vu/qRHNlZtHV3z7PyQims7jb8KRYFpC63AgnOrC3rm+js4s+6kj8xJduvx6tF/3DuDTN2b/1mJ58rOzOgMB5QgHx2+ja1Tr7Oh3Fzbz6I9NFE2IoXOMJKPD0m4LMY9E4zoBKwUDRDs4ut6lkxc8CuqakZNerxv29ClRZRe8V1dHXuJ1BIifPTvNyYKylj+tC7iCvMqNAEf2tb/91QrXA/M2uRnds/VX+qi+dk4b4mDxVg9dY22gPx8vAjcopVwiEi8iqUqpUP7tViilGo2b5h+yUbs/YRndvRjDGPdXSk0Ps8sp6Dpb4bYPZw79ENsNCYeeQ+LhFxKREnSDvj0G/36gSLWu9dWeeR2ATiaYA5waQP82mSBPcwck7giqUErx6rxmHv6xiWmXxHgNFGhDGtToojO1VhhaDKasuiX+sCZ366wyt4Jt9SrijflN71+Ql/gyOuTOlL5JwruLPACrgfPIq2xJVJk4rWH5691tm7fX00Z4x24TUuOEuRvdjUf2ddwFvE1e5TqfJh+gNTCeDfEaTWnvRpyFZXT3Flwi4jAJ71qPftSc3o6xjm1ne1NE1xPLAbajPP9JPnrCwWgxm2B8GebYI9EhTu3exDFiYW9DVzS4QSk1O0jzTegwtv9v77zDo6q2Nv7bM+mdhBYYkgCh9yY1dFGqqDR7w97lqnP1ejneaxn14rX3LirYQYogPYIgvXcIMBBCgPQ+mf39sc+EyWRaQvD6Sd7nyQM5Z599zkzOWWfttd71LrfZ9mCD+rp3ZZZz74Ji6oUIlt0YVqFloCPGj8vqhY8OyMdy7O+WSxX7cVioJpGC0a0CuKNHkMBHZ4foYEFOiQTIdza4DhzKkutO5NkHoBpSVkLnxkbbq2tLVzz4c/F/3Ez9HUrspyZGtwgVxz5fMaWLCnVG98+BE6hGhJUEWvTln0EIYfCTjbCNc6pUNYKuSHUrylg9JfVusEnm+f/Fu9E9iR9aq3pY4R3gHkfCb8bkMSaU0WmH8tS/BpZOmz1PuhzbHCWZuA3oL6Us8XauabPn5c+YPGY2Spi8Ana7pKC0lGWHJGuPFLLyiJ0ZI4IZ1apybUNxeQBbsuKzV08e8yZKq3bWtNnztrlckwFVcfdPjxeiRU8OCxSdYkOgV1Mjh7LsDEoM4L2xIfgrgRAdIsgplgDN0aIFWk6l7ya3BOu/VpW8cku3oATgWpQxtAOLDp61f7v3jP1ed/NKKXcJIRoKIepLKU/7dTHnjpXVlHCoA3UqY38aCCESpZRVVLGEEBOAo9KPdjZ6ue5GKWW1hUl0ub9rgdPAt+6KKpLM8/+Oaqjoikzg8jTL6E1+nOd9VNHGvQAzJo95BEXjcq1yWgOM09vyIIRoiPLgH5dS/uTv55oxeUzih6nr95wtKAwpLC2j1FYOSKSE0vJyejcVLL8pgtDAysZjW1Zjlme0wCarFF/9CFyny1gihHCwOga6XWZr0T2BVJy87Ud+LiI6xMD0wcH+fgysuXa6vVtA5qORAJeh5VRaVQgh/gXYpZQaWnQ4Sls3Gy3nrB57PY1qb1+FyiCE+DeQJqX80O8LOndsAGD09QKswznUsRf+PBAeyisX4SUZ5Az9oc8XQkRW88SdUN1iP5BSzvJUxZZmGf08SsnrHWAdqjhhGtDGl8HVNXBTUbKP/wWYMXnMRJTn6u5z9wO+0Y+NRJUNv1Qdgwswbfa8IwdPndmckZtPXnEJJTYbJbZySsvLCQ4wnl55c+S7rgZ3f14cv5xs5c7ggipr/kS/rmjUS+gRL3HN/+AS3rBJQXA115hRwdCtccXj2tXNkNOo8mvQcgrQcg6h5ZwFkFIWonQyPFH6ZqFWWtWGfq/UubvVQF144c+DOFSccobzRillXjWN6HagI0py0CeEEL2AllLKT/wZn2YZ7ZBR9At6DPZxlHGORvFZD+q7zT4OH/LPccP7oardvpNSfuzveQFmTB4TCQwd0Cpp+bI9B3tCpRbnOSW28hFv7h/QoWu9E3f2iD1OdJBy1n7L9Gl/Jk7q1bk/ykN/SUrpvqeaFt0SN5Ss0nJJsLF6duq3Y3Za1KswulX6JKGSYXe42e5YATX1FD6QUu7UwyQ1RXldQs1/1BndPw8240T0d8ERIUSSnwLS24DO+GF09YdxQHUFrf2FEGIQ8BnqheJoIV4kpZR6HNdrGMQuJZ+u2fg+SjfBb52AGZPHGPOKSl7YeSLj3t8PHwuxS0m7+AbsyzhjL7fbDah49ZdSys0zJo95aXNWUzZnNSEuqBAJnC117XZeGdaz2czftmcu8KiU8iMvQ91SPUrKFffWH5TY25JvG8OHW3/h2s4DyCnLkWBf5+yy6qGXI164zrEoUZ4LAillmR5mqKOP+YE6o/sngZTSLoQ46yGhUQh8K4To7YcITBnwkBBiliMJ5gVtqCxMXmsQQlyFSoi5rtEdHSxC8YHluw8SHhhUgvflu+t5O7dv0nBWRk5eu7bxDbmqR0dM9aKxldt5fsFyQ05RMUKQLyWP6ofoeruCM16MrZSSI2ey+HX/EUrLyxnXtf3Cr9Zt8WZwQcW6qyAyCBKifRvdnLLryStXHY8mdIyiu6kreeUGASzJM6eOMVlSUvVrO4WXwhRd89fXquLfPi/IO2qdH/5XRV1M98+FebgvyzwD9MALj9MJOUAnlD6CLwwDtvp9ddXDT6gHOZvKAtwOEv5RzhngKrBm5bD20FFGd2n7vi/mhhAiTAhxsxDityCj8YsOTRq1e+SygVzZXRlcgACjgcm9OgNwZbeOG/8zafTtMyaPmQ809DZ3ic3G+jQrry5ZzZwtu2nXpAE39u1GzySTR3qcEKKVECIILWc7Lt+vzS6Zv9/G4CSv/s6WovI+dofBBeiX2B3DuQhAFPCj1Zxardi9N0gpq9U5sw41R52ne4EghAjTExjVwVIU4f8Tl+1LUJzIK1CZcG/4BeXtjkFPRHlBa1RizC+pw+pAz5I/LYT4BZUEM6CMxVGAabPnlcyYPOZjVKy3Esps5Xy1bgtXdu+Q2zg60mMcVwgRj5JAnAwsBO597urLr0XFtKugdeMGPDR8AKbY6Mvwkpw8W1DInvRMdqef4nhWDq0bN+Cq7h1JiIupGILy4t1dUyhKWGcMKnb9D2CO/vn55aCNfs2UEI0DUoJNNqPE3j5LEvxNqb393cX2nmvw3i49FrgB1TnjzwBnCnIdvKDO071wKNclFv2GlLIIKh5c5+2FqMKD8b56W0kpc4GVwCg/xKZ3o7ixFxL3ACko7YYCKoczngaqdPFdsH0PLRrElbdv0uiaabPnVVEdEwpTgV+BvUAHKeWdUspNVIQL3MMUWzWBbysv5+CpM8zbupuXfl7J2yvWcjI3j37Jifx91BCmXNLF2eDagNvdXZeOx1GUO5Us1HLmodoNFQB8tq2MGztX5gMLAUZxihzbLfVybHfcUWQfcEgS4k/hiK9ilQsC/fsPF0KE6j+B1Blcv1Hn6V4g6LXpEXjpr+UBS1DlvN+5bJ+D8nTbA770XeehmhlegveE2m6qKVJTHegauXuklDtQcoBzcWrnM232vLwZk8cMQXmrdwBN953MtG2zniy6feAlI6fNnrfazZzJqNXAKaCvHs90xglf1yWl5GROHvtPnWF/xmmyC4sICw6iXeMG3NivOw0jIxBClANpqPBDJMqoLAGenTZ73koPn7cFysC6JgjnACVZRfbwDSfKmXll1XehQZQQblxKfvkV4EMM/UJBCBGHZ+96G2oF5fBoz14INbuLAXVG98+HEyidWFejOw9lsK5AN7pJ5vkBqHYyt6OaQmYBX4W26ru4aP9voDrz+jK6F8TTFUI0QgngPOvY5k6bYNrsefnAv2ZMHvPvWb9vbbYhzboSmPzSzyurFIMIIW4EngKmSSnnejj1JygjXglZBYXsyzjN/owzHMw8Q2RIMMkN4+iXnEjz+rGEBFY8CqdR3SJSp82ed2zG5DEhqEKDvGmz53mMQes6GR8Bd7sJKzWUUsbev7CEGZeGYDS4X6wEiGOepq+AlJKsohzS8zJZlbbhxHNi4DCUWJLrT2l1KFxCiOdRWhX3+pGsrcN5oK4i7QJCDxOUeSo28HBMCOrB7y5depDpxQVBQJ/Ex+cFoaqjLnczjfXIf8aXUG4rlFJ29nIugVruJ9cmx1IIEY4KJ7zk7wOsL1HnAnOllG51AHSRm5O+WBkzJo/52C7lzcfOZrPrxCl2ncggOjSYmLAwkhvFkdwgjogQj9Vg6dNmz2vizzU7XVcf4GNUaXNVapYWXe+fy4vPhgYI/p7iuQotz3YlOTYlwVBiK2VL+m52Zuxn28m9pOedoqCsCIB6IdE0jIgrXbB3xYv5pYUNgAg3P4dRydeDwCGXn4NAhvPfXAjxE0oPYxUwUWc81OECoM7TvYDQW5tEUA3ZRillsRDiZ5RH+5LL7u9QiacOwHW4N7gApui+U47n/DrTLoSI9mSk9Nr5dCAeP5bl/kDnaz4AvFINgytQwt0ZqGo3t5BS7vUxTxDqOxEhgQH58dGRoe2bNDLe0Lc7DSLDcfqs3uCz3NrpfAbU3+FR4ArXl2TFuKdzx13ZNuD4d5NCPcabS2ySZWkNST3yKVvSVWf7rvHt6dG0AwOb96JxRAMigis00vOAcbO3zV/h4/qiUV2YWwItUOyX61H0rkuEEDtQ7IotqKSqESWYtFIIMdWHmFAdaog6o/vnxBzgTqoa3d8BkzAGXo0KKXhEeNsBTXN+nQnKCM32MvQnoD61YHR143k/8L4jKegnHkOFRy6vicete9ZTUWGB+cDi4jLbI/cO7VeGim2HooyLQMUmvSUj3/Syz3G+CFQs/B5Uee0Qd56h/gKaDsS8PzbkJiHEItyXPPP7iWRSj5yhT0JX7u59DcEBFTnY+1GJyO6onnQ/AW+bLClHAazm1MnAvSivtlTf/1+TJWWz/rLdov+4+wydUCXFQ1BG2YEOwI9CiOellH7pI9fBf9SFFy4whBD1gOxqxtdigXSgmXOiSGcjnBCBIZkJj3zbwdc8x1679rS9KHexlPI6L+fqDHSSUn7h7/V5metWYGVF5t6/Yyaj4rQD3MV89c88AsW0saGSOWX6/+uhRL9vQr2oXpI+Ov3OmDzmIXTtBzd4cdrseZ6qAh1JvDtR5dpfA29KKd0GYvUY7yeol8DLUko7WvQUVBKwEr+2uLw7Z8oeR1KlOGM/0MZkSZH6nFGohqMlVnOqAD7EvapcGXCdyZLiizLouNbrUILyzshCvSA+Q0mM7ke99K115b7nhzqjex4QQhh9LaF17y+2ujEyIcRy4HPXMlMhxAfAbU3v+ZSAyDivc5z6RkstOrShEyqR4zbTrC+Rn5NS+qpY8natRlT77xVSSr+LLYQQ/YEvgMGeSpx13YnTKC9PSYQpTzVE/1mJamjpd381nTHxEHApypj/Crw2bfa8Ssk5/W/XGaVrcCVKenMh8Jl0L5ruiOPfhlJse7CKLoMWHanv61Bib9csu+yOK8pkK3eetx240mRJqbgmIcSnwGBg9LHHV3UHPvXyMYuBRJMlxZXd4e6aP0PFc9NQ8d6fUbH1s/p+A2olcgnqb+Fg5GQBO+sKK6qHOqN7HtBjiGW+3vxCiLgaGN2HgHZSyjtdto8F5tYbdkduVM9xUd7mOLP4rTvzNy94FxjqNsFzbs4XAHMNl/bRqBjuB1LK9GocNwDl4f7Dk2DMjMljDEDnZ+ct+2dWYdFYKofDylCMjqtrOQloRHnPV6Li6meAH4AfpZR7vBwXgRJ9vxn4ChXT9inubTWnTkDpSjgv7/cDj5osKXNczrEV9RI4e3+fGwoeHTi1mQ/a9hMmS8rzvq5BCNENyJRSWn2NdTkuFhWKcBCPz6BKn9PrvGHPqDO65wHdEwr09aavodE1AF9IKa9x2R4KnA6Ma3a8ydS3W3mZYu2RF8YMQCWnZkopH/JyrtuAVE+JIC/HJQMTUX3O/G6dLoS4AxXrvEZKucrdmBmTxzwIPAwkZhcW8eLClZSWVywqJIp10aWasWNP1yNQ/NQbUBKHoShDO8eXIdKPfRyVoPoUeFtKWa1+d3qoYCAqyXd86Ac3rN1/5khjlBB5LooTWyKEyEAvW44ICqNN/ea8f9WzNAiv0izCgTkmS8r46lzL+UIIEYz6HI63gUS9IE/UGWKFukTaeUDP/vtzI+V6YxF4mNsuhDgthGggpcx02l4khFhcdubYKHtx/veGkIir3By+H5gkpSwXQswDrhBCPOzlpk9FZa/9NrpCiCGorLjF34dJp4W9guLv9vcUUpgxecwrqKQYAOk5ecjKBU+5qKTbeRlcoTpRXI8ytkWoVvDPSin9Tirq98B2oJe/16N70+1RJdhJqCq6xpxLstlQGhUZ+r5YoYTIYxxz5JcWsvHETvq+PYmJHUdyd59rMEU3dtZnAGXs/lBIJWae5rxNXxGahBAlnKtcy75YiyvqPN3zhBAiyJ+YlqhBOxQhxOVAY+midSuEaAdMS3x83u0odkKl4gjg8zTL6AJ9bFtUwmeYl/PEAWNdz+NhrAEVszwmpfzZj/FNgL7BAQGTSm22q5vFxWTdPvCS7aGBgYuBD6fNnldJiWvG5DGd0UViSm3lzNu6m4OZZxjVqQ1frtsKSIa2Tf5kwfY9NWpLpHtiV6Bi0C3Rv6/qxKKreT6BMqi9gT6ouGgUsAtYi+qtdhzFP/bI59ar+xaimCYYhJDhQWFCSkmz6MY0iWqENeckQcZAWsUl0TAijvzSgvdnbpn7OrD3zxZ31RPMAZzziHPkRdJ9os7TPX+UCSECL9BbezluBHCklLuFENlHXhhjklIuRD2MbiGl3CMUWkgpD3kYlovnrgIV0A3ua8AaTwbXib51GcrAhAiBscRmCzEaBHcP6l0/MCBgCIqm9MSMyWOunDZ73lKnKaYCHM/KYenuA0SHhvDQ8AEEBhhp0/g49SPCGdY+OcXXtbq5rlB97keBZahKuaXeDF1NoBvZdijx8sGoppW/ohJUy4EXHQmqaqItylifBjK7NG736xvj/jk1IaZJpaBusa2EQ2eOsv74juynl71RBrwBtBVCnIwKjjg4tGWf4M6N2+Yn1Wu6rXX9pNf7vzMlt8Yf9jwgpcxy/l0IEaHHxQGK/YmH/39FnadbC/DH6ApVFmusztJVP+5jVGlpscv2wahEm88urkKIx4Fcb2OFENOklDO87Bcog7vWG71MKP2Bvbi80I0GwahObRnUpoXrIflA22mz5x0H+M+k0QvWHTo28ucde7m6R0c6mc7VMkgp0RNHEtVeyA6snjZ7nsewjVOC62FUGOU5KeU2T+OrC52L2xWVfBuE4svuR7EqVgLrPXlwVnNqA1QS6qTJkuJLvrKbfo7vHEwNqzn1LhSv2FW46iRwmcmSsg1gwc0fBAQZAz+15pycsifzkOHg2aOsObKJ7OJcIoLCD50qOLMExV/eCmyTSjTpfwb9BekQfbL9r6+ntlFndL1ACBHlzx9cCNEV2O4HfaynlLKKqpaPY64HsqSU8122BwKfeOPgulyfJqUc72XMg56I8LrBfRVlQD7343zXAu+jEkEABAUY+efY4c4aB87417TZ86YLIcJbN6q/Lb+ktMWNfbtTP9J7BwcdBSjNg0enzZ5XYdx0qtkDqOKCRcDz3tgH1YEQIgnFHR6B8mb3oXjCq4ANvl7AVnPqNajKwh76pqMo4/myyZJSLc/bak5tgeIOOxdHfG6ypOQ7jXkLNy2Wsopy2ZN5iPd+n/XRkoNrQDEjslBx5q0oQ+z4SftfJML0+7wJ6sVy6q/gAdcZXS/QEy3HfC1BhRDNgCQppVet2xoa3VjgISlllRbfQoiPgAd8Zct1o3m7lPI9D/vjgTFSyvc9HPsKsElK6Y0X6nzMIJSOQigQaBSCfsmJXNHNYz3H73/7ev6NwHcNIyOsD1864LLAAF+qlFWwEBjzt6/nS1Ry7FmUIfyvl7CKX9C95cGo+PkIlHe6WP9Z5rpU9garOVVDMTfcYRUw1GRJqTXBGas5tQmKX+wtlLjbZElpDxUhpCSUAe6i/9sZaIDq0Lycc4b45B9piIVqSxSGomke/6POW9uoi+l6RxqKP+m1wkpKeUznnfpCmb+JN6e5z+rZcXf4BUXw/8HHHFII4Y36NM7LHHcBm/0xuLpXMh0lbzgKeMYgxGCDQTC4TUuPx60/bK2PWoo/9tjIQTNRMdC+vs7ngpFrDhy5A7gG1Y/tanf8X03T6qOquLqhGAtzgHmaplVa3gslPDRS/yxjUEmv71AvoIM1MTZWc+pAPBtcULSxBVZzahlKiD2Sc8nRN02WlJNejnV3vkhUibCv57yd1Zw6xWRJmSVVlw6HMM6PjgH6iycZZXw7owo84oUQNpSnvw34ubrhs+pA6tWZQoggfbUhpZRHLtT5LhTqPF0fEEIkSyl99hETQlwDzPL2MOrxv05Sys3VvIaJqFieq2GIAUZIKd12MXAZO0pKucDDvn9IKZ/xsM/gel4P45oBz6Oy0fdIKXOEENHhQYHpLRrEhd7Uv0eVY0psNuZu3sWBzDMZZ/ILh0ulu8uMyWPqoehbo32d1zHPkl0H+O3gkZLiMtsjwLvuQj2apl2PCnuEuOzaAYx6+umnT6JeYlNQDIdDqPbkX0spD/tzLe5gNaf2RnU09iRQ5A+yUcUkxcAxYIknj9hqTm0MPIN6AYW5G+MG6YDJV2zZFfqLtjVKxyESZZRBxdsPoHQfDvlzD10sqDO6PqAnho76EWJoBcS4865cxtUkxNABVKtsN/uGSimX+TGHW6OrhxbGego9+Hl9A1He2EvAq84vnrsH9xnXtF70nNCgyt0STmTnMnPtZlrUj6Vvy4ReLy9OrfSdJJnnj2hYcsrStOh4NyN2umdvJthNqHT3iVN8t2kHLRvEMrJTm03//mlpVesOaJqWgloaV4lbFBQUsGbNmow1a9YcRrE4ZgGzpQ9VM39gNacOBRYAnjUda4ZjwMMmS0ol3WWrObURKgxQJWPpB8aaLCnzauPidC5yS1SSsSUq9h6DSrKuRT1TF6XxqQsv+MZh1E3j1duVUu7XvV2vRhdUnLSaN9xulMiKr44R3uCpNdMzqD5e1YYe771HP/56KeVS1zFvr1g7d8bkMRrK00NKyeoDaSzdfZDx3TrILs3iH5g2e56rwZ0MfHkquKHhVLDqG9kmfz/BZedCpyVlNn7cvBNrdi5TenUmuVF9AG8hlEdxMbgZGRmsW7eOHTt20KpVq0ZDhgyZsXz58v/UljHQK83eo/YNLkAz4Bs9LOC80vkXNTO4AD1RpdXnDX2lsQ+nghs9XtwaRRdM1JkohcA6FCumVrnEVnNqX9RnKgUWOpTZ/teoM7o+oMdDfffLVhB+GNQ+qGXz09W4Brv/l+ARjV03CCFSUOWZfmsmOB0bgsq490C1zUnzNHba7HlPz5g85rfswqJp327cPrSotEzcOaj3osbRkc9Pmz3vV+exSeb5oahmi5VeEnsiWtMvax2gOgV/sXYz8dGR3D24D2HnvOjP3J1f07RA9FCFlJL9+/ezbt06Tpw4Qbdu3bjnnnuIiYkBaL9s2bIaG1xN07qgwhIhwOYbGJgXTKDnYPb5QwAzrebUy1HhgW9Q+r41hd9GT4/x9pJeND1coYcY9ug/zvN0Be7XQxV5wApgl5RSWs2pASiH41ZUG6NMVOhppsmS4rbxq9Wc2kEf081pc7nVnPo1cIczs+N/gTqj6x+aCSFC/eB3GoC/UVUH1xlbUZl1v42uDk9Wd7wQormU8kOPBypJwDyXbUaU93eN24O8XYgKSfyAWgX0k350PdZZBUGoz/7MSz+v9BSumYDqdFsJOyI70C53F9t3beWXXfsZ06UdlzRvhtPLaDUqKeYOQVJKw/79+1m5ciVCCDp37sykSZMIDq7khIZ6ON4rNE2rhwqvVOow/FXw6pwRZZ1pYveojVAbCOScvOMT3gYePHOUwrIiIoMjiA6JIDI4nABDJRPwUzXOewnwQ7sGLTf8cP1biyKCw04CP5osKbkAVnNqNxTV67jJkrLF0yQ68+ZX/cdxrw4GxoYGhgQ8MeiuyVO6jO4YGlgRhm8DDADut5pTh5ssKZXU5azm1GaoMFIDKsOIutcbWs2plzrkMv8XqDO6/iELVc30gI9xmcBzQghvS9TfgU6i+i3aMzxUlcWjDO886VnecDiqqaIz7kAJ6vjFe0wyzw8GjEdeGJOAilG+CrzmaymuezIvojLzN0kpN/o4VWt3GwuLi3h17V5CsjO4b1g/GkVVSNKWA98Cd0ybPc+tIX/66ad7x8fHFxcXF4cMHjyYjh07YjC4jbZUuxRY0zSBosdVYa/YRHn0osCtXFHai1gZUfXgPxi5JfnsO51GXkk+uSX55JYUUG5XubiCsqJD32xf+CwvUI7SfDjh8rPP+X5NSep5b2rahqj9Z9KGTvrqgaFvjptO89hm+VZz6jeo1U9FmyirOXULSjXN9R6sAp0XPxeYazWnvp6ee6rjisO/U1xWTEhgCP0TuxMVHAGK3fEJimHijEeoanCdMUz/cXstVnNqAmACMk2WlP2+rrcm+MsbXSFEgB9JMG8lsqAysF38yOQvRyViugGb3A2QSi1qA0r05RevF18Z4Six7grKkb4c646K770phJjowQhWUjkTSmthOMqr9Iok8/xRKCL/0JKTBzCERtlCk3vPqj/qwdfTLKOly9jeqGV8ELDx6MsTTqHYAnOBntI/JbIq1WUlJ/aStfJTAhskEnbVU/xiL2DkqcXmuLKzGcCSabPnuY3lCtW77FmgTZMmTX4aOXLkRKPRI/+3FCUKXl0Mw43BdaBc2FkTsJd4GUNieQPqy8pqnHZpJyP/DEhJfFTDGpzef3Rr0p5uTdq727UWGP31tgVndYZNQ5SX2gRIaF0/6ao29Vv0GN1mcP1Se1lxcVlpbkb+6e4A5dLO9ox9XDPrEe7sPSXilh5Xu9PE6Aos0jnKz/rDkLCaU6OBW+KjGlZ8L4WlRaw+uom8kgICDQH0S+x+OebUtiZLinPRy/V+fBU34GJ0rebU7iiJzWHoq0qrOXUd8A9/XhbVwV/e6AJ2P7ixjYUQhz15bXpcdw2qx9Sv7sbo40qFEAuB8XgwujqWoZIJ1TG6h6gaChjPuaTJVSjj+B83x7qyFqYDT/vyUpPM8x8GXgYoPraDzB+eI/bSuwLC2w28HghMMs+/Ns0y2p5knt8QFU8cCCBtpWSnzsQYFl0e2nL4Q7kbf3rD/4/JN6ib3yClJH/zArJXf0ncZfcR1lpRd7MIWv/czM9e8DaJEOIxVKjneWD0mDFj7Kjs+aVuhtuBOzRN8yn47QZTPO2QUlJQUMDGnOOILBv9aIs19yRHsk5wJPs4R7JPkFWUQ8PwOK7tOpYbu42vwemrjUWoxGwyiob2FfCzwxDqDsoJ4ITVnGpAvYhudp7AZrcx7vO7Kk16PC8DbclrvPHbTJ4YfBet6ieRHJtAWFBFxMaASvLdrGsIZwBDUTboN5MlxZUp0gsqt9IICwrl0uT+gGrcud66nb4J3Yagx4j1xGV9P76DSp6w1ZzaAxVHdl2O9AYWWs2pV5ksKdUJvXjFX97o6kkoX1moXSipPW/sgG9QnqZHo6tjDmAGqlSQOWE5imRfHRxGNRl0hrNymAAeE0KsklJWaq7oXL2j82kP+YpPJ5nntwJmABQd3MDpeTOoP+YRQlv2cgyZDMxPMs//ElUN1h2gNOMQOb/NxhAaSfytbxgNQaHPJ5nn/5JmGe0X/SrNMvpIknn+J/bS4lvPLn6T0lOHaXzdiwTGVvR0lMC//Zjqc+At52o9TdPGoEJEd6EYKXZUl4SXNE1b4c/1OaAnEptOnDixpc1mIzc3l7KyMnJycip+cnNzKdc1gKNCIihuO4yGEXF0btyasW2HkFivKbGh0fi+PWsER4cNZ3wN3GyypPgrifkPXAwuQIAhgKLSYv3/RuIjG9I0qhHDW/bjslYDyCstYN/pNBbuW4XdbqfIVkx0cCTtGyXToWFyi2bR8b/pOYUK+2M1py4DbjJZUvwSUg8OCGJAUmV2oMmSIq3m1KMoTWRvSHP5/RWqGtyKjwu8YTWnzq8uh9kT/vJG1x9IKbOFEG7XXU7YDLziR4hhAfCpntzyRKjfCLTxV9tBv8YSoXRJgQq6lmvVlkR5d5O8THUHiibmC3cComDPr5xd/BYNrnqSkGYdXcfcjUrQdZf2cnLXfUfelp+Ju+xeQltUPBARKA/8Dj/OCYD17VteRsorQxI6xTS+4T/CcC6Jkgs8mGYZ7dPrcMfI0DStFLUS+I+maZFAqaZpHuUEdYpTIkrhq21wcHDXuLi4zmfOnGmPCqHwzTeqDVl4eDiNGjUiKiqKhIQEoqOjK36ioqK4Vg4kRvqlJVFbcJRvl6G+t59QoZsgVCWeV1jNqcEo3YoqyC8pJL+0iCEt+nBl++Fc1irF2aMFoFPjNpV+zyrKZfepAyza/yvWnPRgCQQaAujZtCNd4tsSH9lwqBBij9Wc+gAqRBeGKgRxLWRxxUqX3z/Ed5L6A6fP2RYv4SEdCagkqUc1v+rgYjG6fpXfeqN7VSPEkCOEWIGiDr3iYUyZEOJ3FBXmY/8+AgAFQogI3XtLRJUnL0R1i30Y2Cq9aJLqmgjrvI1xQreC3avI+f0HGk58muB4t00qugCTy7LSOTP/ZYyR9Ym/+RWMoVW6CE3GT6MrlIbw58ATcZffv0gEBE1GhQX2A7McOsHnC03TXNkcAhWqGYhaQXRCJfVCgOLQ0NCM5s2bN2vcuLHBYDAQFRVFVFQUkZGRp6OiomIDAgI88aABsJXUmpxCdRCJMkDTUQUTYYC0mlPPAhtQL6CluocYikog5ZssKemopbXbpXpEcBi/3/NttTz0eqFR9EvsTr/E7hXbSmylHDp7lFWH15Oel4lEhocFhn7YJb4tnRu3ITzIZzHdCpMlZZfLttdQIZ92Ho75yGRJcQ79+ctprin3uQoumoo0IUSwD4MUjeq+u8PLmMtRRQBeg/WGwOCHpWRCs/tnjj3634lutVOFEO+h4pZT/fwICCE+RFV8bXPdLqW8zcexAahl+RP+kP9jL71rY85vs7s3mvRvghq6RjUUpJTZeRvnluX+/kODeoNvIbz9IE/TScDomnhzub5IFNWuF3CrvECi4k7nEyj60SD9ZyCKqvYbKnF6DJ1T+sQTT8QFBgauxbOTko/n5SkAXW1J9LT5pOwuQlGx6vn3KXxiHirs08TLmIWofMENKL1eUAZ6HvBcLV2H3ygoLWTbyb1sTd9DbFg0gYYAmkQ1omt8O+e29A5kAz1NlpRK2ii6ZOYrqESx46BMlEF+zjlMYDWn9kH9zX3hWpMl5asafSgX1BndymP6SSnXeNnfFPUwtnBXDJBknh8LPFV8ZNvUjFlPRMTf9pYMqp+wFHg2zTJ6hctctwB/k1L6bKXudMwTKNL4jy7b/TG6t6Pao/tsySOEmCwCgt9rfMN/ojwZ3PLCHLJ/nWm3ZZ00xI18kIAor/mLfWmW0W087dQ98PdQSZ1n5QVq46K/eAahloo3ohI1qwMDA9cMHTo0uHv37lFBQUEFwI+apq11HKdp2uf4zop/hqp+chumCpGBXF3Sh1CqGA4HzqKaPI6iZiwKd9iNZ4/PFySKjvc/Xw1bc06y+cQuyuyKhJQQHU/n+LYEGQNBhUw+B+LQCydMlpQNAFZzakMUda0UWGeypFR5/vXk235UjN8T8oAmtVVUcTEZXQMQ4C3EIIQYBfzi7aEXQqwGvpcugt9J5vlxKJHsdtJejvW1a4nqO4no3leDunmvTbOM/tppnjYoT6qelDI7yTw/CqUIdRtKWi8TmAm8kmYZfVw/5m6gkZRSc7mmD4GpnjxYPRY8VUr5lqfP5TR2MvBqQGzTcU1vf/dbFB2tEoqPbuP0gleJ7DGWqJ7jEMLryhrg3TTL6LtcNwrV9+s5VBb7Fj84vNWGTqsbivJ6rkCFZL5DyShumj59+igU39PVu1wBTNA07YymaVk49SfzgIWapo3SNC0ZFZK4G1UiXYE4eyQjSjsTXjVMmQ6MczIW1wIW3Hz31YAjnlFtjcw/M6SUHM1JJ6c4j86NPb7Hf0B5pn41S9W/b4/C/Cja2LPVvFSP8Pm0/FWgJ798fd4tKE/IG77FPb9VQ/cqhMFISIseFB2skGEwAu8nmec7Z1IcHufLusFejTJALfXxjVFJsY1J5vkOb+UU7h9EK94frpH4QU8TQgxHLTNHlJ2x/o7Sjk1z7Jf2crJ//YIzP78hG1xhJrrXeH8MLrghqwshLkHFFUuAS2rT4AqFPkJ13UhHZeF3AD2klH2llP+RUv4+ffr07qi/p7vl/GAUvxjw7J46IQhA07QDmqbtQN0PlfQ6zhjymB28huWBO8gQ2WtRHu31QJLD4AKYLClfol6856MZu4C/mMEFEEKQGNPEm8EFuBJVou4X9O/7DlS4whlFgOZqcK3m1DCrOXWS1Zx6j9WcOspqTq3W93zRGF1/IJUWqLf4FygvqbdOvQIq9AJudB4U2rIXJdZdlBdXrEiiqMyzdSzbris7e/xdVIWNOzRCebygHsKmbsbY8F7C2kpK6bW6Rqh26l8A/3HEjNMso/cArYMDDNdelhy+rH/B6vTQ03u2Nb7+pZUeEmueUPGdCiEChRDPoLo93CalfNzPogmf0I3tpaiM9ucolkhnKWWKlPJVKeUxl0MeR5XRekI/TdOG6fP4QqUxmqZlorLiH6Oy8ADYhdxx0JhxbY/nx/Y1WVKmmiwpX5gsKVVWX3rc0R+WiTvkoPjJFzNu1AXc/YLJkvI+6tm6EfWSvgNoarKkVGJCWM2p01DP4WyUYZ8PHLaaU8f7e67/ebzmD0apECLEx0PutdGklPKoEGI9qhjB0d6mGeeSEAAVlKniQxudE0zO8b6eqLhZYOYcy1XxN8xAVE0UONA9yTy/D4q07u5GykIlgfJcdwiltp9Z5YjKY6JQXt10KeUK531pltHtv/jii7def/31mOzsbHn3tdfWD+zSfv+7v1XLCXOIT7dGvUB2ozQbaqX3lZ4UG4nSm62HMlazvFUiapoWhBJv94VJqJ5j3lAOvOPmHBnArZqmPYLKfhdomlYducjf9XNXESvygb+hDG8eisFwMSIAJT7vt2SpLqDjsR2V1Zz6GKpwxxXNgG+t5tSxJkuKT1rZRWV0/SyUWIFaWnpbjn+HCjE4jG4VY2cMjSK4aVuKDq53NrrOdKfBqAB/cNmZY5xe+Br1x0zzRsO5BHgbpbXgirMoY+NORX+Mfr3eMA2VZHM1HOL777+fd/3118d06dJF9u7dW06fPj3wgQfPtm3aeBzHs/3j2EtpX6cn8v4JTJN+iK77CyHESBQlKgJlbL+RPnrVATSyx0RmGLL9uf8bAmN9jFmpaZpHkXNN07LxXqFYBbpS1nJcXuZOKER56c6eei4qa38C5Xn74rh6hK3cRpndRmFZMYVlRRSWqn+LyoopLCsmQBiQAEIgEAgBAoFBGAg0BhAeFEpIQDDBAUEEG4PUv/r/L1AxiDvUSMDIHfQuHN4kUI2okvM6o1tdSCnT9SWqN3wB9HHwetMso9OTzPN/w6VYIbLXlRTtW+u86Vun/1+GQ2e13EbhnlRyG7ckuteVns5ZqvN7y91461l4phmFSCm9dctNQL1AurjuW7duXa9PPvmkKcALL7yw6bLLLnvv559/fufdd94x/OuHO0rfWnnYZ6xT2so4vej1B4DtKO/WdYlfI+gJspdQyce7gI99FK1UwpjS7s98FbyaQuGTshyJ79hoD03TAjVNq03WxXQ8G1xw3xEiCvVi85i/KCgt5GhOOsey08ktKSAjP5PMgixOF2RxtjC7giEQFhhCVEgEYYGhhAaGEBoYQljFTyj1QqOQUiKRSAkSiV3akRICjEYyC85SYiulxFZKsa2EknL1/5LyMm7rMYH64bXFivOK2qQdjsf3qqGb1ZzayWRJ8dReC7g4jW6JHyEGm48Qw3EhxBlUiMCRLXsWVfVT8RoPS76ErKXvIcvLEMbAeWmW0VuhwmD0qTSpvZzsZR8R3KglIQmdcYGjXBXOhRicBXqycB/rxfl6POAxYIa7pfiXX3759z17lJZIy5YttwD74+Pj7adOnTJ2Ds9bjxL28chgt5cVk/nDcxjDYxuZ7v/i8mOvXVtbBrcxqqS1DTBMSrmqOsdbzanxAjG1ra0JmwK9duGxAae9DZBSkp+fHz1z5swJTz/9dAuUuMst0kezUB/XF416yKuNcns5x3JOGvafSWP/6TSKbCUcPHOUYznpnC3MJjQwhISYJiREx9OuYTLtG7aiQXg96ofFEhcWQ6DxL2MS9pgsKStqcT5vymXO8Kla9Jf5hv2FnyGGBahqJG9aDN+hKsrWA6RZRs9PMs+/HXgdfVkjDEaCm7Sl6OCGtWGt+17rdGwPznUTKAchQBqMEbGUF7l9Vr9Ls4xO0///LU6JGR1n8ZyI8wghRCOU2tjDbvZ1HDt27HCDwWAHjFJKgRPFsHFU8HEU0+EdFMsBUEao7PQR8rcvJW/jXMLbDyZu1AMIYUhAsUNqBCFEMMob/wdKtGYrio3gV62+C64CAjqVJ3DUeJrThirRIQDi7BEvnzHkV/JyS0tLsVqtHDp0iJMnT3Ly5EkKCgoAvkSFdzajyljPh9PZAO8Jvor26dacdI7nnmL/mTQOnDnCwbNHiQqOoFVcIslxiVxi6szQFn1IiGlyIXUe/mzIwSWxXQvw9z7z2Z3iojO6/kDXYvBVPrQM+Jdz6XCaZfSHSeb536P+4G2B3PL8s0WZPzwbLKV0frIbowznNsAKsl7Tuz48FRDdaLKb86xEafk6sA9VC+7cdfUsNUuYTABWuHr0+ktpWnFx8TudO3d+aO/evezfv79PUlLSXqvVaggLC6NDhw4b0ixdDyeZ578vbaUjio9up2BPKkUH1iHLy5GlhWAwUu+y+xy0Mq8eoyuEEM1R9L1LUGXO7Ti3zC8FBvlZzuwOUQCBBDCqtDtbAtLYazxBiVBfQwN7FF1siSTZG/704P5XQoxG47Rjx45x9OhRTp48SUxMDAEBATRu3Jj+/fsTGRm5/LvvvrtaVqMVuw9kotqMBx7LSSezIIsj2cfZk3mQPZmH2H3qECfzMwkwGOnZpBMdG7emf0J3bu5+FclxidSrWoZ9MWEzSpy/u9WceglKwaxa8XQPmAOcQRVheMKv/mjwXjTFEc7QjUqIlNJjJkgI0QPY5K1kVgiRBnziWqzgMqYJMF9K2c1lu9D1HJoBi6SU7XU92qkoXYXTqEzqz87ls0I1qbxESvmx0zYj8IaU8m43n3OalNKd3CNCiBdRshKPu2xvhMqad1u4cOGXo0ePbpeQkGBPTk6WS5YsMT755JNlzzzzTAJwMrRFj2Ylx3YcxWBEllb+OiO6jyHu0rtAFSS08lYG7ObaTqFucDtVnYMuvlTSvEGn91RqOV+OnQJRQmlJCRuPbGfriT32t9Z9cbRc2pPCwsKKWrRoEdqsWTMSEhJo2LChswh6IYpaVhE/1AtfHkMlsxbjR8t2IUQoqiKtC9C1Tf3mk9PzMhvkluTTp1lXjmafoF3DlrRt0II2DVrQtkELWsYmOKqyqoulKKbHY9QwjPEnh6vC2m/ADa7lwtWF1Zx6M561UoqAoSZLyloP+ytwURpdUDe5D6MbDiRIKXd7GXMSVal0hZRykZdxW4CR7pSvdMN4HGjj4g17misIpYX7d5ft70op73TZFokifMdLKatoxQohPkWJ5Lzssn0ISuQ5XEppmjt37pJPP/3UdPr0aTlhwoSywYMHP/3dd985uKUrLR//8N/S9H0DZdm5qIcICCL+5lcJjGsGqhrvK4AZk8eEoRKOgcCmabPnudWwFULchOLyOieE7MBSKeUI57GaphlQvcHuRgnVFADfA6+6o2jpfbeOoNPvjuWks/Tgbyw98Bu/Hd1Mo4g4+iZ02zN7+4KngdXTp0/PRIVRrqdyUu0wcJOmaaku134H8K7TpjSUrsJi1AopBBVi6oHSRuiBUgNz1FxnhQeF7Z/Y8fIunRq3Ce7RtAMtY32pFVYLo02WlAVWc+oMVKeFPyP2omL2tYVjQA+TJcUrfdIXrObUySgNE2ei+jpUZ2Z/NBzqjK6PMT28VUoJIY6jHtzTwBTpphuuPu4FlGbCp172fy+lXOfntf9HSvk3l23/BZ6ULi2AdIP/TynlXFwghJgNLHeligkh7gUekFI6bnoBtD1w4EDzWbNmPW6z2QY6j5dS/vrSR99EFZ881Fna1Io/ILYpTW9/9wzwWJpl9EczJo8JQIlY3825ktoylE7xA9NmzzuDC4QQb6M8f4enK1FhhQojp2maEZVUu8rNV1UIjNM0rcrf5dkRD9+dX1r0+g87FxsPnDlKL1MnhrXsy7CWfUmOS0wXQvQ3WVIO6+eIRIU5GqKUuASKjbFI07QqjAkhRG9UNwZ/kIeik81HlYVvBY5JKaXVnNoVZex7+zmXL0jAbLKkvAhgNafeh8pB/BkxAqXo9zd8iAlVA5prsQNU0MFuQoXbIlD62u+YLCludVh0vQaHCtsRX2wFV1zMRve8QgxC9f46gKoYA2V4J7oWF+hj2wE3unqnTvvHoZJC093tdzPendG9GdgjpVzrsv0tIFdKaXYzz3ogTUo50WX7IyjPvII6p2laBKps1633YbfbDzxneeFAeVnpZSBkaPIlnza8+ql70iyjiwFmTB4zCyXx6A47gP7TZs+rVCyh09n2o4yuQC3XL3H+e2ia9iDeBeHPAs00TSvU/+bDUbzky0xRjeff2XtKwvj2l3aMCYkUqDj7bGC6yZJyRNO0YFRl11TOxcwLgR9RxSTZwCpN0yruISGECaVYNhPPzJFjwOMP978l78F+N04wGoxXo1ggu1Fc7PdMlpSKOLtufNuiDP/9VC8Xsx9VnLIZeNshhagbmvtR3OZaya4VlBaSlnWcQ2ePcTjLSmbBWe7pfe35tCEqQRWIpNTG9QEHTZaUZOcNVnNqa9Sqzl15/asmS8pDtXTuCly0RhfAF3VMDzE0km76pwkhuqOWjM7yWpnAlVLK1W7Gfw9MdkdD0+N5S6SU/f287n8BL0inppJCiM7AAFdRGyHEDcDtUsqBLtM4vOPr9c9od9ru6GgcJ6U8C6Bp2j34qGfPysoyv/baaxZUGKCh1PuyzZg8ZiBVxaZdYZ42e15FtY9QnRlWooxRE1TF3RXOHrveFHIv+lLvxIkT/PzzzwQEBBAcHExQUBBBQUGcOnXql6NHjyaglvVNUDzrl6WU26FCjaoekO7oZqt70POAy91dbLAMoAQbuXm52Rs3bly2atWqTNS9cLU+xF3nhr3AVVLKXVZz6mUo4+2ugGEJKgRQpTzYak5tgxLSGYxKLvoK6q4wWVKGuMzRAFV44bfCnQMO1sSezIPsOnWA7OJcGkcoNlVYYAjN65lIijXRol4zGoTH1hZbwt13WRMUmSwpFRRHvR3RLryHMaaaLCm1pfoG1LEXbMJL40opZYEQHtnzbalMXreh4n2PodSsXLEYRXVy7VeGlLJICHFKeO824YwMVBsVZyO4G/dC4WuA94R7EfflwEOoh895ieQIc/RCvVhAxUy9ori4+DqUcM+X0qkRJnCrr2P1MRVGNzIyUgsJCak/ZcqUktzc3Nw1a9acmThxomv8N47KsTWOHXNLBXZ47JuAvq6x9Q9ClnYGHgQGoSIRK1BefRWDm5+fT1paGmlpaWQcPoH1bHoMcFVYWFheYWHhx6h2QGtRRRs3cc5gfIPSmsizmlPDUDKWnirGhqMy8FWUrfReYg8KIcTqO2ed3pmxP3ZYcj9vCTV353gXHwZXSsmJvFOst27neM5JfrduY3fmQWz2cto2aEG7Bi3p06wr7Rsm066hT53g84WgdgxvqNWc+gFwu96CfRS+48YPU3tSm8BFbnSllDad/+mtW3CecN9WpycqyZOBKr/8AvhAOvUjc8HXqCaPVYyujjkoLYBXPex3xklU5VGF0dWr1dyNPYTyGK9ELZ2dsQrllQ6hstHdiNIT6M05o+uNKgNAcHBwDCqR9bLLLn+yQBVjrrnmmknFxcWPDxkyhNjYWGJjY0lKSgL4TdO0pzRNcwjBVPq7NWnShKZNm3L8eJU/gUSxOx5w3aFp2t+pKtY9Vv9BSklmZib79u1j3759GAwGjhw5QkxMDG0TW/Fwn5sobhFEaZyIBD5ysBj00M1NqO/3byjxecey8hp8C5Xf+cVT7/xnv/Hk9VLK23NyctpardbiXbt2Hdi/f38Z0LH/u1NiARbc9H6V9jhO2OL8i95ivJJTIKWktLyM3ZkH2WDdzsbjO9lwfAf5pQV0a9KeIc17M7XXJNo2aEGD8Fgfl33BUFsE49tQTsX7uG9S6ooOVnNqE5Ml5YTvof7hoja6OuxCiIbusvsAUspcocTLXY3uahRn9jtUPHe4F4OLlPKsECLAgwEHtZT9Cv+M7iLgCzeecZWeVjotLR/lSc522ZcthPgcvamk0/ZCIcRHVC5rPowPryAmJmY/yji7Cmf702U3E0DTtNhdu3bNjI2NpUuXKpXJAP/WNG2jpmkLNU3L1jRtHU6Jpn79+lX0LQMwGAyEhYVtz8/Pr1IAomlaH9x0R7DZbBw5cgSdn0x2djYhISEkJyfTunVrxo8fT0xMDGEymEklA0gXWcxX0gq3oFYOoO6LgcDrUkrX9k49vX0RZwqz2ZS+s9l7R3/cd/rsmYSioiLHiyQaPYdgNBqPNotq/Ot1XcYNqO/dEL7t8nsfwHA0+wRrjm5mzZFNrDm6mfjIBpwtyqFn0470TezG/f1uoE395hgN/qkWBsSFENq1auxWlpaT/+tx9drzAru0cyr/DKcLsziVf4bckgIEAqkf2CiiPn0TutZWmOEBlNH1V2WxVtUYL3qjq3uIq4QQt0rPXSOKhBBhzswAKWUlERkhRAX31svpHFVsVbh+UsrTQgiDECLOZWnu7przhRBLcenD5uXcM4HvhBDxbmhr64HXhRCarNwNYwtwuxCii5Ry60l7xHcRovTyMMowCPenMRgMH6A8OFej+zmek2gOfAawc+fOJ7Zt2xZ4ww03OHNhXfEg54RFZqBWEZw+fZrVq8+F04UQhIeH2wIDA4dI9yI49zr/kp6ezsaNG8nIyMBqtRIXF0e7du1o3bo1CQkJVa4nVKolfbysR7gMpkCUmBz7pJQnvXzmMqdxHMk+wQbrdpYfXseW9N0cza5wqhIAoqOjad++PU2aNKFJkybEx8cTEhJSDAycWjzsAzyHb540WVK26au5XqPbDB5rNBjv2nxiJ8dyThJgMNItvj2TO41ibNshtD2PMEFIm1gSJ3QhJ7eyzMf9993P43FTkMWVv/6TeafZkr6bE7kZ6tkBkuOSaBxZn56mTkQGhbuLB9eWt9vRak6NRTlO9/kYe5jKhUjnjYve6OpIAlYIIR4FXnM1XrqX2hSVufaEjagsqzcdgAUoD3W2K7VLx2+oLga+VK1AZXUtQohXfRh6x3mzUcta16X/TOBFVIa+QkUpsH7Cl2Wnj74Y2KD5i0nm+fWgXS+AEMpoYzxFp4B0Aiob3yWouOVYqhrdhagQhyeB+OPAGwC//fbbja1ataJFC699ACsSQ5qmfaNp2vQjR448vWrVKgIDAxk8eDArVqzAaDTKjh07jlmzZo3bPnVA75KSEnbs2MHGjRtJT0+nQYMG9OzZk/HjxxMX5z2iklx+TvAtRAZSIEoyvB6A0t14NGXq3rDAENZbt7P++HYyC87So0kHNp7YSWRQOP0Tu2M0hdvjTU0MTZs2JTLSbbFhaxStaiqqY8n96CsWu7SvmLll7vdPLn45kBdYiPK4w7ak7yYurB5j2g6hX0IPepk6+tP80S/Yskt48bkXKC0rxWg08M0P37F8+XI6tuuAtJZzIjeDxQdWIwC7lDSKiKNrfDsuazXgfJNtK1BJxerCjnKCPGlUO/BmbbVed+CiZi84IIQo49wLaDZwh2sIQChd2mw3ySjHfgPKaI6TUnp8+ITqFLxaSvmkm31DUOT5TtJLg0x97CMoL+994E4/Kp7eBnpLKbu72fcBMDq849Ck+qMfuQXFpe185ufXZcHuVcJ0z6cYgis/nA1FHiOC9hIgZA4q0fCkpmnFQoinADMQ6cyImDF5TKR+rROoXGCwFrhh2ux5B4QQjSMjIw9MmjQp3GQy4QWlOp3Lcf3dhRArW7RokXbttdeeLSsrK3799ddbNW/e/JWrr75aoha3yzRN2+V0TJdOnTqt2Lt3b4zdbqdDhw706NEDk8nklxGIsocyvvQSggjAjp0vgn+lRJT10cMdzt+tAaWjPBgVVpiILhIUaAigc+M29DJ1pkfTjiTHJdAithlZhgJ+CP7d5zWgQi3/FKr3W/fQgOA+JeVlfezSPpRzVMZSgVj9yIBbLpnUaWR4k6hGXqarHRj6xdH+xn4YjUY+/dfbrJi1iPjIhlya3I/YsJjaPt0BINnnqMrYaLKk9ASwmlN7o8SkYtyM+xaYYrKk1Gor54ve6OrczXIqL132AJdKJzEVfdzrwIMelqoIIa4ARkspPbYbF0LciaJjJTnoWC7nWA9sk1J6zfgLIR5D9dGyobo9POFjfD9g9TXXXPNG69atT6H4pSv1fb2A32NH3LMustuoivhoacZB0j95kNjL7iWy68gqczYQ+W+ODt79uKZpztS1CSiPN0lKWUXfd8bkMQkoDy0QWDdt9rxNTsdeGRAQMPOJJ54I82H4FmuadhlAYmJiz6NHj/6MinPfIKW0a5pmQnnwrp714rlz5z65efPmx4H6kZGRHfv371+/c+fOhIa6l14VUhyWyObOd0d8eQyDyjoQoRMDDhtOsTRo+3eapk3Q/4btUd74YP0aHLTCeaj77NcBiT32f3j1c8+EBYa2dTmlPGLIfOWXoG1VYtAO2O12Tp48yfEdh/cdPXQkeN/ptPjS8rIgVCmqEXX//qL/pB57fNXV6OGbC42dZw6wt0MuDz78EP/+17+ZUNibCFljWd8LhRtNlpQKsXKrObUZKtRUqTgCxXbphuILLzdZUnxWjPqDi8LoCi9NKXUvwZk7+wvwb+eqJ6exY4COUkqLh/MIFDVsmvSgDaDH1w4AH7krhhBCTEE9IElStQ/y9Jm+Aqbov5YAz0gp3bZ30TQtSUr5zeuvv96zffv2DB8+3LFrCzDx6aefPmgIizkS1LB5s0aT/13p2PTPHkGWlxF/82vuPMADaZbRlShbQogWwAfAu1JKV7aEVwghXjIajZ3/8Y9/9MW7gM/VQPjp06cf/eyzzzrFx8czceLEbQEBAa+j4rsbcfF+SktL+fXXX1mzZo0sLy/fA0x78skn9wYEBOzAg9h1cXFx4euvv/5tv6TuTYZ07j88uVEibUITiZPnLq2YUr4sWP79M++++FNZWdlwVEmvw5AeRi1/l6NE4ispUFnNqYEoVskEVGfincC7H4QsTUOxThLgHIMiLS2NM2fOsG3bNoqLz9HLo4Ij6N2sC0n1TBsW7//16rQsq+t55gGjvXyf54W8kgJ+3LWEDce3c92N1/PIm/8g49Qpdn+9joDVHqWcaxPH8L+J5zsmS8rd3gboDI93UZrXjps+H2WI/26ypHhjO/nERWF0oUJ4Jt11Ga4XJhSiBFAsqDLPH6UHQWwhxKvA51LKDR72d0XxTS/3tOTXy2yfRRnWbJd9ARgCjgQ1bL46/qb/vpRmGb3ewxy7qBw7LQH+LqX8r/M4vYR1C9BizZo1bNiwgbvvvpvAwApe5zGg62urrDuyln8YH3/7uwTFngtx5W/7hTMLX6XRdS8SYnLbXTwozTK64qWlv3i2o0Re3PGVPUKoTsvzp0+fvh719wj3MDQ7Pz8/5uOPPyYqKoprr73W+fOsxUmrWErJ9u3bWbJkCWVlZQwePJiuXbve9fzzz7+rfz+jUJ65a3CzYOPGjQ/NmzfvfeeNDcJj6dy4DWXlNpmen1lkzTlpLSorbq3vPoIKT+1EGVl3nTz8+R6MV1555X8KCgoeOnLkCEePHqWoSBW91atXj4KCAlonJjPeNJh+Cd1o3zDZmWVQxahYzamOcvVag5SSTSd28sOuX5BSMr79pfQ0dWRNOytTbr6Ohx54kMcaX0N5jsfm27WFPFRi9SM/x1cpBdaLJKTJkiL1Qpn1eKY5zjJZUq7xsM8vXExGVwCNXbP3QgmKd5BSbtF/DwMGSynd8mn1/V8C1zlXhLmM+RD4QUo5z8P+EJQn87aUssK1TDLPTwFezt0wp2f2r19iuvtjDMFhu4En0yyjf3A6XqCWksGuc1O1aut+4DWAM2fO8MYbbzBu3Di6dTsnemaT4slPc9o9e+q7pwms14T6ox6q2FdeWkTG53/DGBGLqxeMMvShruphQojHUeWl8VJKvyQd9RVALnCZlHKFpmlPo7jIbjF37lwyMjK48cYbCQ529zVAcXExixcvZtu2bXTv3p3BgwcTFhYGqr3OYMc4TdMaofibQ1Dx3+XAh08//XQmqpuwt0DoAlRMcBGw34+kplsIpew2RP9phur5BkB4eDiJiYkkJiaSkJBAq/qJjLH1dNfKHVSCaDmKpjcbFdLIohZ6pUkpWX1kE59v/pHYsBjaNmjB+PbDiQ5RU4e0i2XcO7fz+/rf2fzDauqt9t/g5pUUEBEUVpOk2ioUS2QcKhnrq0LvgMmS0krXT7gFFVbohgoxLkB5tNd6OR6gj8mS4pdOijtcNEYXKhS6oqWUvho1JgMRDkPsZn934GZ3ZHt9fzyqNj9FeigzFkI8iGrJkiSlzE0yzx+ICk0E20uLOPHRfUT3m0Jk50tBGYJr0yyjZ+nHJqCUqwQqNBKI0hj4BlUeXMHd1TRtNUo4BICZM2dSVFTE7bffXnEtUrLl05Jenc/8/Lohf8dSmt71EQER57ifZ5e+T96GOTS+6RWCG1datX+ZZhldpVJNKLnKI8D9UkqPpcOaptVHVV8F/fDDD2Xbtm37HIiePn16ESoE09zTsaWlpdhsNocRrYKcnBy+/PJLSkpKmDhxIk2bVkpQ79I0zWcJrF4GPg8Vl3W1BvtQqxl/KgjdzR2rzzsEGMq5CjE7SiGtBFh52WWX5ffu3XukEKJ1sAyw9y5r3beFvSEB/ndX34DiTnv8Ln0huziPb7YvZOaWOZSVl3Fd13Fc22Us9UKjK40L6FqPZXmbiA6Poke6CVumfz30AG7//h9kFpzhnj7XcWly/+oaXxtq6d8L3+JA2aiS8pn4Nq6e8K7JknJXDY+9uChjUspSIUShECLGdVnvMu6AEGKEEOIKKeUcN/s3CSGGCyEmA1+7oZilCyEWA8uEEAOl+zLj91FapreiuLYz0D1XQ1Aokd3Hkvvb10R0HIowGAUwI8k8/9s0y2gbyhMSKJ3aWaiS4Oc9GLhKlU+9evVi1qxZHD9+vMIQCUEMsDCq15Wj87cuIm/jT9QbdFPFMVG9riRv03xy135Dg/EVmj0lgFudXinlMZ2lcQNu9Bp05sGrKE8jCKBTp06kpaUVPfzwww1RLxGvRsKhq+AO6enpfPnll0RGRnLbbbe5o1yleZpXj/8PRpVUj8V9O6KfgQmeVjpe5k4SiJGNI+vfmBDdJPlozon6AAGGgF02u+0VFHNllaza0+4rAKs5dTDKi60OeqJoUdVCZsFZDp+1Mnv7AubtWU6/hG5MH3ofg5pf4rFgwrYli4H6n82G/wYXQAjYeGIn9//0b9o1bMl9fa5neHI/3wcqBKD4tj4FxFHOwA3U3ODCeYZqLiqjCxV6CvWEEOE+HprdwBohRImU8mc3+/+L6vyQhPu2zF+gyj//hooVu15HoRBiFvBigyvMm8LbpVSqUorsdjm5676lYOcKIjoNA/WHHonqw/YbSqTG0do8D7hHCPGWm+XtAZxiv61atSI6Opr169dXGN18GZQP/CcwzjQyNLm3IX/zAqL7TCAsOAA7RoiqT3iHIRRsX0LZGSuBcaazwPVpltGbvXx/nwMf9Q0P7/FRs4TN7fbsdo6RL0ZxRysQFBREbm5uaGlp6bagoKDbvMzrFfv37+fbb78lMTGRCRMmeDLMVWrpda/2JlR8MBklTvMpimM8h3Oe7qcoASGfTSj1MNIglIbDSPSKvsYRDRie3I8Wsc3om9CN2LDo1lbDmZWLgra6E2x3xl7UMthvN1eHNx5qBWx2G8sPrWP2tgUsPbiGAYk96dCoFUtu+4Rm0e6aUPsNn63gHTdtYVkRG4/v4J4502kZm8hVHS5lmG58BYLGkQ0IDXQfTsI/6th+XIpiaoCT53PwRWd0AaSUWUKIK4UQW6UbBTF9zDEhxNXAXCHEUCnlLpf9ZUKIZ4FPhRCbpJS/uOzfJYT4J6qlzzwPvNsPgYdyfps9LbxdZfU6Q2AI0b2vImfNLMI7DEYo76KZPredyqW1HwFPAwNQRHlnvI9TsYXBYKBHjx6sXLmSESNGEBYWxoayZh1R4h93tOk98N0tB9YZ7991K4/2NZJLOF/ZR/B1v/4s274E45oPcgdcdWOHmf++3+ONt7ttu86/tkweNezQQbqGhG4AMne3bfch8OLsKZOvwsXgAkRFKe2gvLy8iLi4uC/w3uHYLdLT01mzZg3t2rXLHzduXISHirZFKCMKVEgx3ofybOuhaEI3olq5l+pjNqFYCR+hyoY9kuWbNWtWPy4uTjt9+vSYsLCw2MLCwkjU32rRcyMeMYxuM7iVG65qQDN7/bsTyuvffdR4uljTtC+AhzRNq9RnzWRJSbeaU+eiGA+1hoNnjjJ7+3y+27GIUwVniQmJ4sZu47m+6xW0qp90PlOfQjFZnkWFT1YDgWXlNrad3MPBs8ew5qRTbCthb2blx7DIVkJm4VkW7ltFw4j6SCQCWHtsC8W6ZrPdbqdV/UQGJPXEoFpCOYfbPGEc1X9pucKtLra/uCiNro55wH+EENM9hRqklL/rsdefhBB9XGPBUsqZOsd1lhCip5v43gzUA/KJEKKvq3ckleDO42WZad+XZZ0gsF7lVUtE11HkrPuegl0riOg4DDxoGCQ+Pu/0kZcnfkZ56WNUNbrzUCTvCY4N3bt3Z9WqVWzZsoVmvUdyxF4P4NHrjb/crrX4uHBAU2PkG+sKebh3BFGGAu40/MCVjWMZ2LYt+/ZsjkrPunpTknn+TcAS1yTa7rbthgDzYgMCwq6PqcfCvFzujItrEGwwmIHx2O1RuDGGjhBAbm4ucXFxAVRTuNpms/HDDz8QExNTdvnll3czGAwPocIuDgZELsoAPKFpWrlQPfCmo6r0jChD/F8g1c1q4X6Ul/oxKhxUJoQ4jNIB3qvPPSw4ODi0rKysv9VqJT4+ngEDBpCYmEjjxo0N/cvb/t6hvNkN3j5DZ1siR42nQ1BJvTaapg3TNM01G/UIKm5Z4yWulJJdpw7w464lHMk+zsJ9qxAIBjW/hKc7j+LS5P4EB7gP3VQDZuBlkyWlTA/ZlN7S4+pNBaVFvQMMRlUU0rQTY9sOITQwhMNZVg5nKVp8q7hERrYexH19b/Dm1QJwNPsEs7ctICQwmBHJ/QkPCvOVSAtCGeaaGt4fTJaUKtKt1cFFlUhzhRAiBuUh/s3bclEIMR2lSDRMujRD1NkPqagH4RIp5XqX/W1RlK1/SymrSPXpTIQVoS17dWs4YXqVJVjOuu/J37qQJre9fVYYA0xpltEVwbIk8/xg1EN4Z2nmkcT0j++n8Y0z1gY3bqWlWUZXtA/SNC1gj63h9gRjVtswvfnidz/OZc+e3cTf9RGGEOVljjCsL30v6L9B3+0q4+75xSy/KYwODY0UyGAeK7uDH07UJ3Pey4S27EnskNuIJffsU4Gff32lcfWbaDk7drdtF4CKlzYF2FZUxJSjR/hXo8ZMiIkhNyKChaNHqQCeG8yYMYNhw4bRtWtXx6Y9nOO8OiML9eBUKKwsXryYrVu3yrFjx46ZNWvWAv1zR6FimnZgg6Zp+UKIeqj+YPejPK+tqNLvg1ZzamNUiKElKjH5pcmSss3p73QIFU5ywPHwCIBGjRqVdunSJahdu3bExMRUuuA+Za1LO5Y382nJPg9eSYlQKYDOtsTvL7ElJ6PiyttQIuRLdDL/P1FxSb/reNOyjjNn9xLm7FrC/jOKzTao+SVcYurMhI6XUZvVatlFubl935n09/zSwm4oA7dtQsfL9s4Y9ffvDcJQhXZx87ePcyw7nZFtBnFf3+sJCfBubF1RUFrILwdWEx0cyZCWfXwNP0zNE4vB7nSOq4OL2uhCBZn/VuApL7xagYrRlgG3ulak6dxcR3zzG+A5Z+aDUJoOz6K6Q1Rp7SGEuARY2/j6/xDctG0li2QvLeb4u7cR3m7gzNwNcys8pSTz/CAUxWWYY9upb5/GEBZD/VEPSuCeNMvod5zGpwnsiTGiGAFknDjGic+mET3gOmL6K9phG3GURcFmyu2S0nIIDVSXckOpmVR7ZwDSvzRTat1F/K1vEFQ/gUgKmBP0FC0MJ5euW9dubsDJ0ldDi4oqAqA3Hj3CmfJyvm7bjmWXDqcwwrMD+/7779OmTRsGDqyIPixAJZHuQHmaOSga1NsoZbcJwLAdO3bEf/fdd5eHhIRMKSoq+trd3HoRzJ2ol2w0KsH3L0dVoNWc+uhZkf/cYeOpgDLKiZFhtCxvTCDGb1FNDYuFEn1/gMqqU1IgSu8ecsPuy/sO63rWkE+aIRPpIgp0aWlnEu0NPH52B74M/pVCXcI5vjyG0WU9XIe8ZbKk3KtfcxiqXfujuIlTSinZk3mItce28MPOX9icriJkgYYABrfozfj2wxnesh9hQe6r8aoLu7Sz+sgmvtm+kLzSAlISe26cvvS1fs5FSVZz6lUozYNK2Hf6MAkxTaptbF1xLCed345uYXz74d40hovxrGXsDQdMlpRWvod5x0VvdAGEEP1RHWbf8jImFJUcMgJXSyntSeb5Iaha+h7HXp1yi704P4pziY5lKEO7HPWQfoAqvLjcXRmxEGJWQEzjFk3v/KAplZeOZ3PWzP46O/Xzl6WUFdnZJPN8h/ZCBYqtO8n46kma3vUBAZH1bUBimmX0CX38bly8xoyvp1Oavo+md32IITiMLuIgc4KfqnRda+1tmVJ6ji5rO76L4zMfo1HrbrS66hGOyWiGGLbyfOAHlIgwPmYi4fkFtNq/n9Z797EiP497jx/nrhEjaNS3L94we/ZswsPDGTNmjGPTPE3TvIr/6AmwnahW8jd7GHMZSuinPaoX2d+klHsc+/eaf5m6JnDf+0eMlZmEgdLIJUUt2Lxt67LHF710GsU2cfZWy8MCQ+0/Xv9WoLOQdyElrAzcxXHjuSrvUSXdaCK9a9EWUsJXwasrDHaUPZRJpW4z+LeiEqqdUY7ATlTit6GUkq0n97Bw70oW7FtJWtZxepu68Lt1G30SujK+3XBGthlUq23aj+Wk8832haw9tpV+Cd2Y0PFyTNGNHbvbmSwpe5zH61113+cChTeLbSX8uGsJg5J6nU+rIHd4zGRJeel8J7mYY7oVkFKuFkI0E0JcI6X8ysOYIiHEyyhj+nySef5SlPdbHyC0dT8Ktv0CSEesaBCKf7kFxUV9ClWp9Tfcsx0esWWf3HZ0xlU3J0z7XqCSZqeA+VmrPityUzpfhScYYupAcHwr8jbMpd6QWwNQClT/0nf/iIqzVSC63xQyvniUvC0LiO49gRHGqsVvc8oHVPy/ozGdzi2K+KFtW/bs2Uyo1QpN67Hc3o3+Ja8xzLCJDgGZZEU0YEu3bpyJjWPgmjUkhYSwYPdubvFhdBs1asSBAwecNy0B0DQtENWlI1fTNNcw0H0ohsaD7ubUDe7PKKN0uXTp2mw1p4pVgbv/62wgATIzM9mwYQPPbNtGVGD4UBRF7ntUaWg9oDwyKNz+w/VvBbZpUHmlGkYwl5Z15iexkTMGVa5f7FUnX2Gv8UQlDzkUj9GIGShvPxjALu1ZG6w76i3Yt5Kf963ieO45vaXm9UwMT+7H62Ofqk0DlINaLWCXdt5Z9xUjWw/iof43OxJazpiAKpSpgMmS8onVnLoaJax0A5VbXp03QgKCmdJ5NL8cWE16Xibdm1a7K5E7rAc8OmXVQZ3RPYfZwM9CiHqePF4p5RohxK3AF3lbFz0c2eWyivVLcJM2FOxYBvaKh8uIIm2HA2VSyjN6+e8nQoifpZRbXeY+IYR4TtpK/3vkhTEdXWPHztA97FZB2GhlzMRkyEEIyWl7BOt7j+XYvNeJ7jsJQ0hEJ6fD3kL11qpwcUJM7QhJ7Ezu7z8S3X0Uk4JWVDlXtlR5qI7GdHoGqkRHk4GT2LP3GdJXfkGja55HCEE5Rhbbe7GhNI9hwYcIF6UcS0yg2bFjjAsM5LWdO7BarXhTD4uNjeX48eMUFRURGhqaDSzVNO0dVKugCKBA07Qvgec1TTushwzuAz5xw2114BdUH7jZ7vjSvwXsu+q48WwEQFlZGbt27WLTpk0cParkC+Li4hjRZzj3NLtK6/v2JIteBv5AgCEgd+6N79RLjkt0e9IAjHSxJbIsaAdNy2NJlN5lIjNENlsC0gClC5yWlsag6K5k1DtNw/A412KBeiW2UtYc3cyifav45cDqeg0j4tiRoRZCbeo3Z1SbQYxsM4i29VvUVDrxF1Su4giqIaZD+GUOqiJzG9DYIAw8O8JrF3e38SSTJWU/8IjVnDoTZdBqVSgc4NLk/uw6dYD5e5Yzss0gdy8Ed5Ao/ruDfpaDklt9ymRJqRYv2xPqjK4OKaUUQlwLpAohDnng5iKl/DKiywjz2cVvdQqsF09Igop1Bse3dja4DixElQs71Im+Qi1RPxdC9HJjWF9HeaePoLrQekJpA5FfPixonzFEnItUNDbk065DCG9vSSZ/53Kieoyt0OxNs4w+lmSePxYlwFLxFEb3m0LGV0+Qu+UXNvRrw0gqe7vNRCYBlNM5QFVPF8pADtXrTHjHoRRsX0Lx4U2EtjgXdzxLJFtt8fQLVImag8ktGWYQfHLsKFu3bvVqdBMTlQFLS0srbNeu3b3AUpySZagX2O3AlZqmDUKFS+JR4iRuodPrvvC0/7jh7Jjc3FzWrl3L5s2bKS4uxmg00rFjR3r06EFiYiJCCKJKKtbL7wLtvrnm1ZPJcYle2QhJ9gaE2gMZVtYJo0uyXFGgBHkUsSfgODuMxygXdhrZo5m/8Ac2HNrGfOYDEBUcTqu4JBLrNWXv6cPszNhPaEAIRbZzxY79Erozus0QRrUZRItYf7VfvKI7MM5kSSnGzTLLak6dALh2xHCHPd52miwpm6zm1DtRFWXnS+WqgvYNk6kXEs3b675kas9J/rAyBNAFSESFkvabLCnedLSrjVp/u/x/hlQdG8YDbwshOrobk2SeL+Iuf6B1WOt+ZP7wPGVnVbFPYP0EqAjcCzAGlqGoRBVcSz1RdzdqOfUvl6nRGRT3A08LIcZ7us6bQ9ZHjgjaW+5scB0wGgRDe7Ynb/WXlJ09Xkk/Is0yehUqllaB4GadCGs/iKJD65lWfBuryysvxSYbl9PMkE2Qfq4D5XFIDMQMuBaMAeSs+xbXvMCh8jhsUtn13KgommaeplfPnmzYsIGTJz3zyqOjowkPD8//6aefPkcZV0/r4fr657gPpXFh9TDOIzRNazB58uRXPvzu04mvvvoqR48eJSwsjEsvvZSHH36Yq6++mqSkpAovUSAetJpTlx57fFWclHJET1MnH2cAAwbaljclyI1vIxAUUcqawH1sNR7BgGBkaTfGlvakd8POlcbmlhSw8cROvt+5mJ26N1tsKyYlsSf/vvQhfr/7W14f90/u63t9bRlcUKXDHluf67Qpjy8zHdlU7cvnbq4PUIbuLVQIzp/2Tn4jPqoBN3Qbzzu/f0VOsU91xt0mS0qhyZKy22RJ2VrbBhfqjG4VSCn3ocpTv9dFSFwRKIQIjhv1EAH14slOnQmAMBgJatQSERRKw4kaDa98cg0qyVYp1qgb9tuAvwkhqtzUUsqlKHL390KIqcL92vDmQGH3+Mpu17YN0dHR5Sc+uLu1m93P4FRRI4QguvcEitO2cnLLSq4re/IdVCx6iR2oZyigj3FvxcH5UmWXA6IaEjPoJkqO76Vo/2+VTmDDSLHOTy8JDi5fMXjQwR49ehQGBweTmlpFMbMSGjRoYLXZbP3x0Q3g1KlT/VC6BW94ndAFQgjRr1+/pz/77LOTX3/99YM7d+8Kb9euHSNGjOC+++6jX79+hIdXFjcLlEbCZBCo72Wp1Zw6Gj9KTosoJd4em+9pfyhBXFbWhUmlfbm6pA9N7SrR1tvU2dMhCASt45LYfP9cvpzyMjd3v8rfWO0yoKSs3MaKQ79zuiDLn2N80dGmoZbi7lAO3GGypPhVD2yypOw0WVLuNVlSOuMmX3G+iAqO4O7e1zJzyxxOOMW83cBr3NZqTg22mlPHWs2pN1jNqX7XKTujjr3gAUKIW1BUpaFSyko3TpJ5/iGgeXlhDiIgGEOQYp/Yck+BMBIQGQfw/JEXxhxAVTfdKaXc6zL/XcAcV9Uzfd8ilNB3GSredZOU8gCApmnNURl415Y4lXDgwEFmz55VEhsba8rIyKik9JVknp+MSsQMQw81nJ43o7Rw3xqbITSqiS3nVA5adBv0peEeWjBLbyC7qawp28oVucJeVsKJD+5CGIw0ue0thL50E9i5NngzgaJy4dbSpUv59ddfueeee2jQwD19avPmzfz00088/vjjHtXDAObPn8/OnTutRUVFCf4oe+kvr6sDAgKes9lsrYKCgujevTu9e/cmJjrGa/et9jYT/WyVenIeR4kIHcRLiK4U2ytBBLTBSTHME07kZrBwXyoL961k3bGtbseEB4Xy2cSXuMSLUXaHcnv5qRu/eeyBrSf3jC4tL7u6qKw47OlhD3BrzwneDpNAssmS4rZi0wFdClFDxc0jAXkiNyP1X8veXDF/74oSFOc5DKq0UT+D6tYgUT3I0lD82cPLbvssplX9pMpv8lqClJJPN/9Ab1MXd63jfwAmeuoUYTWnPgI8QeXO2DuBe0yWFG9tuiqhLqbrAVLKj/USUU0IYXZ5sN8BXjCGuagsnfM47MB7Uso0IUQk8IMQordTbBcp5Tt4hqOyLRCVxNgVHBz8r8cee6yT0WicgB8rlJYtW9C0adPg6OjoFUClUEmaZfQB4NIk8/zWqJbpRWVnj++TZSXby8syHwX+gZazFy16BTC4FWmEUUAh4bQwnqkwuobAYOoNvpXTc18gd8McovtMBCDBkF3F4AL06dOHdevWsXr1asaPH+/2uhMTE5FScvToUVq18kyJLCkpoXnz5vN27tzpj8HtiBIVCgoICGgyePBgevToQUiIE1XTQ5/ZaHsY3WxVePRNga7Ak7hnogDsDiLgWZSalVscPnuMhftWsWDfSramq9Bnp0ZtaFO/OcEBQWw7ee49HRUcwZvjtNRLTJ09Lvl1ZKEn2rZn7JWfb55zdM6upSHlsnyWvr8A+LJlXEJPVJ81T1jky+ACmCwpp4QQT0WHRK4KNASMzC3Jb15aXpaOksRcgdJrLpKe9akNqLh8c1ThSc+hH96YdFP3K880DI+LG57cj3YNWp5vHzXn83Fz96v4cdcS4sJiaBhRYT9LcTG4VnPqZFQIqw/qDnFH/O0ALLKaU4eYLClr/bqGOk/XM3Tv6D1gh5TyVcf2JPP8UFSSxxMH6u9pltEWpzk+Q73tJ/jplf0beBynP7IQQsbHx4upU6f6fQMeOXKEL774gnHjxg3/9ttvl/px3udR4ZBWUsrjaNHtUXqlcfMZwnq6ApBa2pyDdsXykVKS8aWZ0lOHaHL7u4RERDMyaA9xBvehsEWLFrFu3Truv/9+6tWrKq0gpeTjjz+mZcuWtkGDBnlzCvKBppqmuWtn7/g8sahiiLtRWfjHnnzyyTcCAgIaezrGgUBpJLm8Md1tLTxRtx4zWVJesppTr0dR8RzB8AJUrPMfqLhzhZC7lJJ9p9NYsHcFC/atZI+uNyAQ9DR1YmTrgYxo1Z/EmKasOrye676eBkC90Gi+mvwyHRq1GoTqjOG2dCy/pHB1jzevfLVeaNSdGfmn+xqF8XBJeWkHFOtgPkqRbr6UstBqTu2C4pC707c4AQwwWVI8ylbqobebgVYo+thKfb5d/tzjvmA1p07OLDg7a+nB39hz6iAhgcEMSOxJ72ZdCDReEF+xyGRJqQinWM2p76JWuv5imcmSMsz3sDqj6xN6me98VKlohSh5knl+OOrBug1VFQRKLOUlh+6t0xxhqEzvN1JKb6wEx/iHUbFXx01gMxqNAUOHDqVfv+qFkWbOnElQUNDGXbt29fQ1Vi+LPohKTk0FQItuBUzfQvtJP6IocnYpWGdLYH95fewYKDl5gJOfPkxMp8FMHj+axgbPyYq8vDxeffVVunTpwtix7useZs6cCZB1/fXXexO8eVHTtMe9fJabOSeX+SzwXyllsaZpZ1B6qm5Rzx7GsLLOhMsQAr0n0+80WVLec/xiNae2Rv29DposKXm6lzTLURU2b89yFuxdwYGzR2ka1YiTeafpl9CNy9sM5LJWA2gUUZmqWlpexoB3p1But/PVlP/Sun5SLsojTEBRtrqBKn9devA3OXPLnOO/Hd0SS+U47KeoWO6P0qXRqn7NyagXxrWolkW5qAIgi8mSUiU5qXulw1HGKBalRfGta/ittmA1p05FyYdGF5UVk5q2gbXHtpRLyapRbQal9zJ1Gkc1NTq8YJfJktJBP6+jz191kWCypBzzNaguvOADuprYZBSVrD3wkpRSpllGFwB/TzLPn46qNCtJs4x2q1uqyzheBfyuK5ItcjfOCQ6mvgRkYGCg7Z577glwref3B6NGjWLmzJkthBAh0oOgutN1Zute9jQhRJyU8gxazn7g+s3a1BdBbgEhDELSN/AIXQOOc7S8HjZTENu69mLfluXY+yRDE89aLJGRkfTt25e0tDQHH7fKmIYNG7Jjx45A1CrDnbfxMSq2VgFN02KApJKSknyLxXIXSgtjPmCWlXvNbUTpaLhFligkWAb6MrilqPhfBUyWlH2O/wshxDfXvvbIysPrmb9neYWQS5AxkOEt+zG+/XAGNu9VRQTcGUHGQJbe9hkGIRxt0j/TM+l7hBCDh7bs+9DxnJNXpedlNsktyW+AugdByX5+C3wvpUzz9iFMlpQDwFSrOfVuVDw2113/L6FE+W9FMXtSUSXzu73NXRswWVI+sJpTvwImhgaGJI1oNeD0iFYDvm72wsAzH2z4ekRUcMSW5y+b9sTlrQfGeCn59Rdznf5fU+nHxqhwilfUebp+QgjhaHtzFHgR+FhKWS06iRBiOMpL6eNJUlIfNxZ1ExwC7omMjPxu0KBB4T16VKnD9wvffvvt+p07d86UUr7mxzUGoYzaNillpXilpmkeGxzm5+fzww8/EBUVxRVXeG+Nlp2dzWuvvcawYcPo379/lf1bt27lxx9/5PHHH58TEhIShgrjhKNCCl8AT2madlq/piYo7uzI8vJy45w5c9izZw/Dhg2bvXDhwimuc2uadgWqOs89JFxT0t9TKxwH9qGM7oc6yR+oEDeaDIwNMgb2KC0vI9gYxKAWlzC6zWCGJ/cjKrhGjtn2fy97c/x762cPQjXlvJRz5cgrUDH+b6khfc4TdAW9u1E9BFfr83t9cf+RsJpTI4/nZuQuObAGiWRYy77no/srUbKf/0SFSqorSCFRnq7P77/O6PoJPURgRcXAilDCzD+iOjakVWOe64EmUsoXvYwJR2ngfielLLviiiu+XrRo0cR7773XXRcEn9i3b9/Ar7766n2guz8vCiFEErAO1Tuugvmg9xJbhtIwqIKdO3fy7bffcvPNN1cUOnjC119/zYkTJ3jggQdw1b09efIk7777LlOnTnVts+PAYZQmbxiqEWW90tJSvv76a9LT07n22msdx63VNK1K3F3TtLdQxgQAgxQ0tzekSXksDWUU9aTfhlGut2775Kov7juIMrYO8m7BpE4jS1KSesUOb9mPiGC/hcAq4UxhNt9sX3joxVXvHyqz24ZwrnigFFUx9j0wV/rZh84f6Bojk1GdprcD70gpPdHC/qewmlProa8Ky8ptLDv0G8Nb9vPY2eICY6XJkjLYn4F1RrcaEELsQVf/12FHGeC/+WAjuM5zDZAtpVzoz3hN09qvWLFiZ1lZGZde6nFl7AmfaZp2ky5PWSil9EuwQwjxHyBg+vTpj6C826ko+k8uagnVERfjK6Xk008/pbi4mDvuuKOKMXXGkSNH+OSTT5g0aRLt2lVmv9lsNp577jnGjBlD9+7dPU1xDCUMZLTZbMyZMwer1cr1119PXFylklu3sV9N06YA98XaI/pcVtrF6MOzrYRT+WdYuG8Vs7bNqyi9Rd0H81DFAAuOPb7qUVQSrxJeWf0Jq9I20LyeieS4BFrENiM5NpGEmCYEGgM4kZvBz/tSWbhvFb9bt2FXSf/1qETdQpRC1wIvZc81gv6ivQf14piNKpu+ILHa2oTVnJqOWtb/GbAC+JfJkuK1pVKd0a0GhBBvUDneU4DSYx3pLlHhY65ngPeln226n3zyyVc//vjjB0aOHEmzZlWqjg6iuKPOHRnyUFxch2h3NPA70NOZuuYOmqYFZmRkXP/xxx+/OXXq1LP169d3525WiJ44IyMjg3fffZdRo0bRs6fn3J2Ukvfee4/g4GBuvvnmKvvfeustmjdvzsiRPimurFy5kk2bNnHrrbcSHV3lkuxAfU3TqlQDWM2pcRK5SyB8VhfklRSwcN8qftz1C6uPbMIu7bSKS6RlXAKXtxqY9eXWn5qvO7a1whDq/NVtuDANxn52J1vSq4ZDDUJgd3kWwwNDSwrKir5AhQ5WVjec5Qu6VzseJbR/GLWy+r2W5o5EJf1MqGSm0H+3ARmo+/U4cNKdJoa/sJpTp+GhV9//COXAZJMlpYp8pQN1ibTq4ScUCTwa5fHNQxUu1OSmeQaYIYR4xJu4jQPPPvvsg3v37i2bO3fug3feeWdAQEAAKCrQN8AjmqZlaprWBsUfLQaWaZrmzAvOEUJ8hKKEPVP1DAqaprUD5jdq1Kj5oEGDWL58edOJEye6G+o2C9SoUSN69OjBsmXL6NChg9tEGSi+ZO/evZkzZw4nT56kcePKzsqkSZOI8KK968Dp06dJTU3l6quvdmdwQcU7b0LxdF0x1ZvBLSu3sfTgb/y46xeWHFhDSXkpAQYjQ1v24cr2lzKsZV9Hkqve1R0v64iKewKKv2o1pw5HeaYVfNihLfq4NbrOBvfS5P62Ecn9v9156sBNH2/87rwEs12hUxh7or6TBqgQ2U3n49UKIYyogoEm6C2lUPH3o6iXRbHT2ADUi6gpqntvYyFEKUqIKRtFUTxUDdrZPNSKItzXwD8IRlSOwaPRrfN0qwH97X0Y9dZ+HpXsOuKP0fQwX3OUKPpTPgfrMBgMz8TFxZnuvffej1CtxP2O5+mx4jf0c1b5w2uaFgnsQs+E22w23nzzTa6++mqvQjWuKCws5PXXX6dz585ePVWbzcYrr7xCu3btGD3abX7OK6SUfPLJJ4SGhjJ58mRv/OVvNU2reHPoTIfJk4v7PRVJaBUvPqsol293/Mx3Oxdx+OwxCsuKucTUmSs7XMroNoM9sQ6GmywpVbjQVnPqIJTWL9sz9vH55jnM2jbPzeEQH9lg99wb3nmmcWSDeSZLil8rJz3XUCLdaDQ7jQlBVTj2RVUybgA+k1Ie9eccHuYUnJNktANnz5efq3f1GIgKY0lUoccyT9dpNacmonIPtdfyopZgsqR4vBnrPN1qQEqZJ4RYA7wrpZwPqtpJCLGzJjeclPKwEGKdEGKKlHKW7yNASvnv06dP//70008XVjeBIlUn5O9Rugbu4k43cI56REBAAKNHj2bLli3VMrphYWEMHTqULVu2kJeX5y75ZwP+GxAQMGH48OHNFy9eLC+99FLhqaW6J2zfvp2TJ09y7733+ioYqaiG0jTtMVRvtLAyYatouCOlZEv6bj7b/CM/7VlGia2UHk068I/B9zA0uS9NvbeysaFeVpUghBDvjP/X5F0ZB1h68DcOnDlCSbl7x7VBeOzC9LzMcT3fvKq6q6aNQCshRAaK7bJDv5bjKC7tQFRSdgtK5e6J8zGOepgqCPXNna6NQggHpJRZVG4aGgf0FEI4EhnlqOTeNl0c6u/8CQ2uL9QZ3WpCSjnOZdMu1JKqRl6DlHKeEKKvECJCSulRHMVpfIkQ4g7gfb20uLrLz/nAS7g3uuNdNyQnJ7N+/XoyMzM96iW4Q8+ePTl48CDLly9n3DjXr4w9KCPw5JYtWwxFRUUHN27c2KRv374eLWdERAStW7cmLCyMY8eOceTIEfbu3cugQYMqOgl7wRYATdPuxals96zIJ1ZGsu3kHh7/+SV2ZOwnLDCUiR0v54Zu42nf0J+O3gDMMVlS0qGigOASFLXrqrt+/GcLUC1yrmg/nA4Nkzl49igzt5yjhU7oeBlPD3vwyfavjKxJmGo5KnzRRP8ZwLnuJfmo4ofHpJQ1bhuue7UO9z7Pm1ddm9DFoSo47XpooiNwbZAxMOjFkY/dZBAGAgxGYkKiiAmNIiYkkpjQKCKDwmutdLi2URdeqAXoD5pRemlu6cccfaSUftVu6+PvQy1b3bV293XsnfqxlUR4NE37FahCnE1PT+fXX3/FQ2zXE8qzs7ONb731FjfeeKMnT3kNMPLHH3/89ODBg+MffPBB9Fh1JSQkJJCRkcGrr77K2bNnSUlJ4ZFHHmHixIncdNNNNGrk09mRqNjfJTh5RmF5RrYv28DX2xfSq2knRrYZxFUdRhAZXK3w4GFgQLMXBsagXlr3oDfmBIobhsf+/sTguwcOT+5HdIjy+Def2MW4z5WQ1jWdx2C57G8nDQZDgsmSUq37RzeGU1Ai287LhDJUEm/g+STf9Pva8UbLqalXK4SYiIofv11bnrHVnBqLEs2htLyMnOI8sotyyS7OI7s4l7ySAsa2HXqhSoZ9oi68cIEhpbQLhYDzyMRuFUJ0lU4NLX2c8w0hRE37kHyOquj6h8v2bbgxuvHx8QghSE9PJz6+Evl8E2qJ9wBqGStRyZAEwBgTE8OAAQNYsGABU6dOdUch6we8NWrUqL6vvvoqW7duxV0BSFBQEE888QSTJ09m/Pjx3HLLLeTk5HD55Zf7630L1BIbgPLyctavX8+KFSto1TCJuTe8Q4dGbsV1vkJpu96I4mcXoIxbIHD2t6Obf7jrx+mnzxZlL+ac9sJ2VNXW98DCjPwz+VZz6gag4oN1iW/LdV3GUj88lkcG3IJBGN721+Dq8dmewCjgKhSF0VlMphjl2Q+rqcHVE2ORKAno7JrM4YKuqPstRQhxn+7Bni9yUX+P8CBjIA3CY2kQ7r0HXS3gOIqedl5E4DqjW0uQUpYLIQKEEMaaLL+k6sF2WgjRTErps5RQx2EhRAtv1W0ezlUohCgSQtR3iQu/jVPRgDMGDx7ML7/8wjXXXOPYdBSYpGnaQWAxVDAfKsU2+/Xrx5YtW9i0aZMnCtl1QUFB9O7dm9WrV9OtW7dKxlkIUdE3bdiwYdhsNlq2bMnGjRu55ZZbyMzMdDenR1itVubMmUNZWRljx46lffv2ZNpLybTl0kBWhCm2obp4fGiypEjgIas51WCypNi7NWlf7+CZow/mlRaMR+luAGTq393XQKqbv/9ElEBScwCDMGC5/FHHvu+A57xds66JMQrlSY9EafmGoJf7ooRn7uGch1sjg6tXIwYC9vM1trrhFroT4miIOgXoJoSYKqX0p+uER5gsKTarOfVLlNj9hYJEVaH+jArVrAX+jUuvweqizujWIqSUNiFEoBBCSg9Sdj6OtwohugohTvtD4dGNZ4AQIqgGsd2PUGLtFcUSmqZt1zTtn7jpalG/fn1CQkJsBw8ePNyyZcv3gQ81TTvrMux61+MCAgIYOXIk33//Pe3btycszH111iWXXMLq1avZuXMnnTqdqZcSNwAAC5FJREFU68ogpawITfz444+MHz+effv2VcxdHRw5coRly5bRsWNH+vXrR2Cgqtc/YDzJAeNJAqWRejLi8nv+9XAVbQyTJcUOsCV9dwmquWgJSkVsNooW5XGFY7KkHLaaU7uijOM1KB3ZA/rx8xxzO6CHDZqjmmCOR4mnB6BCGe+hynF/dRrv6BW3HaX/XN3y9FAUta5MSlntPmB6GMJ1OW0HDEKIYCoX0bQBfhGqyetTNXlOnPA8imNcq40tdawHNJMlpVL3Fas59R8oBoj3WncvqIvpXgDoHkPZecTA+kop/RJx1h/QdlLKKtlzP469FvjK9To1Tbsa1afNIWm2C3jz+eefX1haWvqolPIed/NpmuZRDm/WrFk0aNCAYcM8q9+tWbMGm83GwIEDK21v1aoVmzdv5tNPPyUwMJCIiAj279/PV199xZ49XltwVWDnzp2sWrWKKVOmuJWUdAzTNM1tmyZnCCG6oCQMaxzDdzNnIKqD9BX6TxqqXc5mFJf2R2C7u3tKvwceRBXb+GU0dUPpIFEXX6jkmO6lZ3LOwUtHrYzWoLx/B5c8BmU8JSqkk+7Py8NqTm2Penl5kt+zo7QjwjinQ52Hqu5bhVpBJOrXuBBFQTuuiwF5OqcBeBX1onMLbzHdOqN7gVDTMIPjWCBQ+ikuIoRojN5xuJrnaQq0kFK67aGjaVoEYNQ0LcfpmLtQlJ01TuNaomKeV+Ki/uVAUVERCxcu5PLLL/fo7QKsXr2afv36Vco8m0wm2rZtS2hoKMnJyXTt2pXc3Fw+/vhjNm3a5PNzrl27ll27djFlyhTCwsIcmX1XFAOXaZrmdweA84UQIgq4HOXNjuIcQ2A3Shjpc38rFp3mjEB5w1aUZ5ym/3sYpdngqDix18SrrS6EEIOB/6IM7WJ8rAr0l0EDFBMjFGWEDag8gSscxmv1scdX1QM6o8qxV+nHZJssKSUAVnNqECrBWexgmpwvrObUR1Hetuv95FWHoc7oXiDo3oeo6fJJ95bt/ibmhBDNpZQeRae9HDdZSumzeaDTeEfFzZ3Tp0+/DNWqpZe+24a6Ad2+5bOyskhNTXVHIavAiRMnKC4upkWLFhXbUlJSuOWWW0hKSmLPnj2cPn2ad955h6ysLIqKvEdh9u/fz+bNm7nyyisd4YRVqAdzBOdayCxFKZf5zR45HwghmgDjUIZ2rH4Nq1Ec1TlSSp/913zMvxBlzJ2RhYotL6tNbq0f11Jj5+P/A6zmVBNK9rINqjR+tsmSstLbMXVG9wJCN7ycR5ghDNXqxJ9uEzWirQkhuqO4l34/6EKIfu3bt7914sSJt1DN5qabNm0iMDCwUtzWFatXr64k+diqVSvOnDnD0aNHiYmJoUuXLvz000808aLbC6ri7ddff2Xw4MHOm4tRHk8Iyps6qWlarckhuoN+H7RFebRXoDyyJagETTEwT0pZax1whRC3o7xdB4qAq6SUP9fWOepQc9QZ3QuM8zG8+rEh/tbF1zChVm1vV9O0kIULF2YNGjQoxEuooAg3mqRSSubMmcPQoUM9FjXs3r2bhg0buqqFERgYiM1mQ0rJxo0b3dLLnLF27Vo6duzoTsPhak3Tvvd6cC1AX63cAdyPWjLPQ8VmF/tTCFPNc4VxrpowCkVbC0EZ9QmOCso6/O9R14L9AkM3tsJhfGtwbJn+8PoDm56QqS5y9ISHv7g6JSUlZPXq1d7GBAJjUBn44agqKYQQDB8+nCVLluDpPdSmTRv27t1bZXtZWZnHY1yRmZlJSEiIJ9GcC8ba0dkkI4QQr6PoRkWoluKNpJQ3Sim/ry2DK4RoKIToJIRoA8RJKffpPxtQXnQpMOX/m8EVQiTW5Hn5/4I6o/sHQI/r1ugm0mO6Bj184M95avI3XcI5AW5/0CoiIoKoqCgyMjI8jQkATmmatphzsV5AlfS2a9eOLVu2uD3QYDAQFBRESYlnHSFfz+TOnTvp0qWLu112lMRlrUEIYRRCDBFCvAK8hdI8+LuU8i4p5YdSyuW1wXTQC3BaCCE6CyE6o8JJ26WUe91wu2cB10kp57iZ6g9FDQzo48AqIcTVtWl8hRBBQoj2Qoir/HmeLhTqeLp/EM6Hj+gvi0FHmRAisDoPuc4vzhRCNJJSerSiTsgC6NWrly/jl63/W6VUqF27dpSXe86v9OjRw+vcXsTNARg4cKCn4+drmpbm9WA/obMPbkR9vsPAP2U1dZX9OIcBpe3hYDYc9qcYpjrhoj8Aris9R8N76SHsVo7SkBgArBdCvIpq8ukzIaefpx4qbt+Jym3Ty1D86KXnyQ8+L9QZ3b8YHCXJNThujxAiBSUw7QvfAv8xGAze7p8NmqY5knNuWRVGo+dqyvN1cDx0rdhH9dpqu4UQIhFlbEFJJFaL1uXH/KGAQ+dXAsdq+xx/JDwYOKl77gFUXZ05j+8FzASeEkI8gipacKApqly5Yk7932wU7/ab2uRS1xbqEml/QehG11Bdqo4Qoj7Q0J9CC03T3kSVnrqDHbhCb2TpGL8epRnwRyEb9eDFAydQzTbf0TQtu6YTCiF6oGhXVpSxrTWvVijJRIc3W1ybbIb/bxCqVdQ0p02LgOeklH8Yh/pCos7T/QtCSimFEFIIVY9cjeNOCyHihRDB0rcw+4P6v3dQ+T7KAh5wNrhO45dQ/S6rNcWrmqZptTGR/hIbjlqe/sNf7rQf8zbgXKw7T56HqPhfDA5nYSXK2C7+I06qe90tUTTNC/a3qPN0/8KoKTFdqI4WJ/wwvGia1hTl/dVDxcu+1f9/j77d0Y3iQ1R/uao912sfJ4Bumqadt7eoG8Z+qDjgebEO9Ie6AeeWwadry4D/lSCEuBn18p7roex5MqrIo3pqR1XniUZxtR2woWLmF/RvUmd0/8KoaZhBP7YFcNwfw+sMTdN6oJaDcb7GXiBsASZrmrbvfCcSQvQEgqWUXrlxPuYwoBozgopdFv6RFWF/RQghVqJivT+iZEoXe7vH9eegIZXLdYOAUinliQt4qe6vp+7v/9eGXrZrr2FxRrUMr6ZpAShBkwuh+uQP7tE07e3znUTnRV8ObHZDxfLneGdDK6vJPrmo4Jz09fceFULMBiY5bTqMWmF9iIq3OxDJOUN76s+SVKuL6f7FIc/p/JZX1/BKKQ8JIRoLIYqlD31VTdPCgF/43xncObVhcHW0BBZUd5mpF6YYQekj19K1/KXhuCd1JoM7yoqgKsfdlWHTCJU4PexSkXnBBX1qgjqjexFA5+HW1PCeFEojuAFKySzbdYymaUEoWTxP8np+n44aFpEAj53nuc9dhJRVe6R7gW5sDYDtz+JN/X+Dl/vSXUzXWSVsEfCgdGk99WdGXUXaRYLqVLa5ObZMT1oUCiFinX4cL+3rUO16zusSUUa7JkvxjbURw60u9JdRCMpmeG2DXodaRQZwEsWVHvn/yeBCndG9qKAbBaF7vdXu8ySlLJVSnnX8AOFCiHr5+fl3FhUVUVRURFlZjR29xbq04mgqk+N9XhbwdE1PWhMIIQy6sbVLKYvrGAh/OFYAnaWUn/9/TErWGd2LDFLKct1ISN1TCxJCBPtjhPWx0Y4ffbPdYDBUCEzbbDaKioooLa2W2NkhYCqApmnLgN6Auwos1wcsC7hR07SfqnOy84FjpaAb2zrP9n8AKeWh86WL/S9Rx16oA1ARlwykckzVNeZfhht9X03TtuGfYI4EXgAmoGvZotqHv6VpWpWuFzr97BL9vItQpPlJKB7wQeAbTdP+kISVnuTxphdQhzr4hTqjW4fzhqZpjwMWP4ZO0zTt5Qt9PbUN3bsVdZ5tHWoDdeGFOtQG3kP14vKEYuCG/6cG1yFCX2dw61ArqPN061CHOtThD0Sdp1uHOtShDn8g6oxuHepQhzr8gagzunWoQx3q8AeizujWoQ51qMMfiDqjW4c61KEOfyDqjG4d6lCHOvyB+D8xsBNh8sCV5QAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "adata_scv = adata_select.copy()\n", "\n", "scv.tl.recover_dynamics(adata_scv)\n", "scv.tl.velocity(adata_scv,mode=\"dynamical\")\n", "scv.tl.velocity_graph(adata_scv)\n", "scv.tl.velocity_pseudotime(adata_scv)\n", "scv.pl.velocity_embedding_stream(adata_scv, basis='X_umap',color=\"leiden_sub\",figsize=[6,6],s=380,alpha=1,density=1.5,arrow_size=1.5,smooth=1)" ] }, { "cell_type": "code", "execution_count": 4, "id": "547862c1-bd0d-4f69-b15c-26751442cfd0", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "computing latent time using root_cells as prior\n", " finished (0:00:00) --> added \n", " 'latent_time', shared time (adata.obs)\n" ] } ], "source": [ "scv.tl.latent_time(adata_scv)" ] }, { "cell_type": "code", "execution_count": 5, "id": "b5be89a9-c717-4570-8915-990f05389628", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "scv.pl.scatter(adata_scv, color='latent_time', color_map='gnuplot',figsize=[6,6],s=380,alpha=1,legend_loc='None')" ] }, { "cell_type": "code", "execution_count": null, "id": "02952594-5f91-4f22-a4d4-7f0533ae5894", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "e5bebfca-7460-4802-b861-2584442c9cc0", "metadata": {}, "source": [ "## deepvelo" ] }, { "cell_type": "code", "execution_count": 6, "id": "26b50904-d03c-4966-8169-218f6c86d092", "metadata": {}, "outputs": [], "source": [ "from deepvelo.utils import velocity, velocity_confidence, update_dict\n", "from deepvelo.utils.preprocess import autoset_coeff_s\n", "from deepvelo.utils.plot import statplot, compare_plot\n", "from deepvelo import train, Constants\n", "from deepvelo.utils.temporal import latent_time" ] }, { "cell_type": "code", "execution_count": 7, "id": "1e45a874-d731-427f-97c0-dc3e0b703e0d", "metadata": {}, "outputs": [], "source": [ "adata_dv = adata_select.copy()" ] }, { "cell_type": "code", "execution_count": 8, "id": "af0bb757-da73-4978-b65d-743d06e99fde", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The ratio of spliced reads is 76.8% (between 70% and 85%). Suggest using coeff_s 0.75.\n" ] } ], "source": [ "# specific configs to overide the default configs\n", "configs = {\n", " \"name\": \"DeepVelo\", # name of the experiment\n", " \"loss\": {\"args\": {\"coeff_s\": autoset_coeff_s(adata_dv)}},\n", " \"trainer\": {\"verbosity\": 0}, # increase verbosity to show training progress\n", "}\n", "configs = update_dict(Constants.default_configs, configs)\n", "configs['n_gpu']=0" ] }, { "cell_type": "code", "execution_count": 9, "id": "7bb28163-278e-4d4c-a05b-6c83c36e2bb2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "computing velocities\n", " finished (0:00:00) --> added \n", " 'velocity', velocity vectors for each individual cell (adata.layers)\n", "Warning: logging configuration file is not found in logger/logger_config.json.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "INFO:train:Beginning training of DeepVelo ...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "building graph\n", "velo data shape: torch.Size([754, 2000])\n", "velo_mat shape: (754, 2000)\n", "--> added 'velocity' (adata.layers)\n", "--> added 'velocity_unspliced' (adata.layers)\n", "--> added 'cell_specific_beta' (adata.layers)\n", "--> added 'cell_specific_gamma' (adata.layers)\n" ] } ], "source": [ "velocity(adata_dv, mask_zero=False)\n", "trainer = train(adata_dv, configs)" ] }, { "cell_type": "code", "execution_count": 10, "id": "5a8c8c07-a289-41df-886e-043785f7c14b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "computing velocity graph (using 8/64 cores)\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "718aa4710bf44b3a91940a3de5c89c98", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/754 [00:00 added \n", " 'velocity_graph', sparse matrix with cosine correlations (adata.uns)\n" ] } ], "source": [ "scv.tl.velocity_graph(adata_dv, n_jobs=8)" ] }, { "cell_type": "code", "execution_count": 11, "id": "e6e2caf7-a534-4d59-b471-308ef7cb6370", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "computing velocity embedding\n", " finished (0:00:00) --> added\n", " 'velocity_umap', embedded velocity vectors (adata.obsm)\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "scv.pl.velocity_embedding_stream(adata_dv, basis='X_umap',color=\"leiden_sub\",figsize=[6,6],s=380,alpha=1,density=1.5,arrow_size=1.5,smooth=1)" ] }, { "cell_type": "code", "execution_count": 12, "id": "90c1550f-dc45-4fa6-8ac8-e87edbf8588a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "computing terminal states\n", " identified 0 region of root cells and 1 region of end points .\n", " finished (0:00:00) --> added\n", " 'root_cells', root cells of Markov diffusion process (adata.obs)\n", " 'end_points', end points of Markov diffusion process (adata.obs)\n", "WARNING: No root cells detected. Consider specifying root cells to improve latent time prediction.\n", "computing latent time using root_cells as prior\n", " finished (0:00:00) --> added \n", " 'latent_time', shared time (adata.obs)\n" ] } ], "source": [ "latent_time(adata_dv)" ] }, { "cell_type": "code", "execution_count": 13, "id": "683630b5-dd36-4650-98b7-c4083cad6dc6", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "scv.pl.scatter(adata_dv, color='latent_time', color_map='gnuplot',figsize=[6,6],s=380,alpha=1,legend_loc='None')" ] }, { "cell_type": "code", "execution_count": null, "id": "b0a6aea3-dfa7-4151-83a1-79959ed71964", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "2b4b70e3-60f8-4998-b84d-560c345f09e3", "metadata": {}, "source": [ "## UnitVelo" ] }, { "cell_type": "code", "execution_count": 14, "id": "606861da-b6a5-4de5-9d2c-847dadec4813", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(Running UniTVelo 0.2.4.3)\n", "2022-10-29 07:05:39\n" ] } ], "source": [ "import unitvelo as utv" ] }, { "cell_type": "code", "execution_count": 15, "id": "cb65ce8f-7334-43bf-8d72-749e37d3ac43", "metadata": {}, "outputs": [], "source": [ "adata_utv = adata_select.copy()" ] }, { "cell_type": "code", "execution_count": 16, "id": "79e97524-516c-4e48-aa8f-e0def4d35130", "metadata": {}, "outputs": [], "source": [ "velo_config = utv.config.Configuration()\n", "velo_config.R2_ADJUST = True\n", "velo_config.IROOT = None\n", "velo_config.FIT_OPTION = '1'\n", "velo_config.AGENES_R2 = 1" ] }, { "cell_type": "code", "execution_count": 17, "id": "4dac28b8-b0d9-4839-8410-e3ac105c0004", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "-------> Manully Specified Parameter <-------\n", "None\n", "\n", "\n", "-------> Model Configuration Settings <------\n", "N_TOP_GENES:\t2000\n", "LEARNING_RATE:\t0.01\n", "FIT_OPTION:\t1\n", "DENSITY:\tSVD\n", "REORDER_CELL:\tSoft_Reorder\n", "AGGREGATE_T:\tTrue\n", "R2_ADJUST:\tTrue\n", "GENE_PRIOR:\tNone\n", "VGENES:\tbasic\n", "IROOT:\tNone\n", "\n", "\n", "Current working dir is /home/wangkun\n", "Results will be stored in res folder\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2022-10-29 15:05:39.678619: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /usr/local/torque/lib\n", "2022-10-29 15:05:39.678677: W tensorflow/stream_executor/cuda/cuda_driver.cc:263] failed call to cuInit: UNKNOWN ERROR (303)\n", "2022-10-29 15:05:39.678719: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:156] kernel driver does not appear to be running on this host (node1): /proc/driver/nvidia/version does not exist\n", "2022-10-29 15:05:39.679393: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 AVX512F AVX512_VNNI FMA\n", "To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "---> # of velocity genes used 1192\n", "---> # of velocity genes used 1040\n", "---> # of velocity genes used 1037\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "1,704,411: 100%|█████████████████████████▉| 11998/12000 [07:58<00:00, 23.11it/s]" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "1,704,411: 100%|█████████████████████████▉| 11999/12000 [08:09<00:00, 24.51it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Total loss 1682989, vgene loss 1704411\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "a7132831a67342e3951dcb6d3a7d6a5a", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/754 [00:00" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "scv.pl.velocity_embedding_stream(adata_utv, color='leiden_sub', basis='X_umap',figsize=[6,6],s=255,alpha=1,density=1,arrow_size=1.5,smooth=1)" ] }, { "cell_type": "code", "execution_count": 19, "id": "3eb04232-5006-4f05-a847-5bdedc0b0b90", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "scv.tl.latent_time(adata_utv,min_likelihood=None)\n", "scv.pl.scatter(adata_utv, color='latent_time', color_map='gnuplot',figsize=[6,6],s=380,alpha=1,legend_loc='None')" ] }, { "cell_type": "code", "execution_count": null, "id": "ec49b0e6-17f2-42dd-90b0-5bc8e09df1e8", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "6f310e12-f3d2-4085-97bc-2750c248fc3c", "metadata": {}, "source": [ "## VeloVAE" ] }, { "cell_type": "code", "execution_count": 20, "id": "23fb316c-a027-4e5a-9306-b46a8f0b0791", "metadata": {}, "outputs": [], "source": [ "import sys\n", "sys.path.append('/home/wangkun/VeloVAE-master/')\n", "import velovae as vv" ] }, { "cell_type": "code", "execution_count": 21, "id": "e29696ed-2650-4032-89b5-5ba299423f74", "metadata": {}, "outputs": [], "source": [ "adata_vv = adata_select.copy()" ] }, { "cell_type": "code", "execution_count": 22, "id": "f9f22f5b-0cb8-4b48-ac07-216825ad6655", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Initialization using the steady-state and dynamical models.\n", "Gaussian Prior.\n" ] } ], "source": [ "torch.manual_seed(2022)\n", "np.random.seed(2022)\n", "full_vb = vv.VAEFullVB(adata_vv, tmax=20, dim_z=5)" ] }, { "cell_type": "code", "execution_count": 23, "id": "239117d8-42b2-4ae4-95e1-cf10531fc5ed", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "--------------------------- Train a VeloVAE ---------------------------\n", "********* Creating Training/Validation Datasets *********\n", "********* Finished. *********\n", "********* Creating optimizers *********\n", "********* Finished. *********\n", "********* Start training *********\n", "********* Stage 1 *********\n", "Total Number of Iterations Per Epoch: 5, test iteration: 8\n", "Epoch 1: Train ELBO = -102666.477, Test ELBO = -705217.375, \t Total Time = 0 h : 0 m : 0 s\n", "Epoch 100: Train ELBO = -5215.188, Test ELBO = -5655.866, \t Total Time = 0 h : 0 m : 20 s\n", "Epoch 200: Train ELBO = -3610.744, Test ELBO = -3941.016, \t Total Time = 0 h : 0 m : 40 s\n", "Epoch 300: Train ELBO = -2449.842, Test ELBO = -2814.940, \t Total Time = 0 h : 1 m : 0 s\n", "********* Stage 1: Early Stop Triggered at epoch 308. *********\n", "********* Stage 2 *********\n", "Cell-wise KNN Estimation.\n", "Percentage of Invalid Sets: 0.147\n", "Average Set Size: 29\n", "Finished. Actual Time: 0 h : 0 m : 0 s\n", "Epoch 309: Train ELBO = -1759.281, Test ELBO = -2148.402, \t Total Time = 0 h : 1 m : 2 s\n", "Epoch 400: Train ELBO = -1492.844, Test ELBO = -1875.515, \t Total Time = 0 h : 1 m : 22 s\n", "Epoch 500: Train ELBO = -1482.987, Test ELBO = -1836.995, \t Total Time = 0 h : 1 m : 43 s\n", "********* Stage 2: Early Stop Triggered at epoch 552. *********\n", "********* Finished. Total Time = 0 h : 1 m : 54 s *********\n" ] } ], "source": [ "full_vb.train(adata_vv, plot=True, figure_path='/home/wangkun/fullvb/kp3726', embed=\"umap\")" ] }, { "cell_type": "code", "execution_count": 24, "id": "f99cec7f-624b-47a0-8afd-cc54f6aa9fc5", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "... storing 'leiden_sub' as categorical\n" ] } ], "source": [ "full_vb.save_anndata(adata_vv, 'fullvb',file_path='/home/wangkun/VeloVAE-master/', file_name=\"kp3726_out.h5ad\")" ] }, { "cell_type": "code", "execution_count": 25, "id": "db687096-7dfd-4ae8-a506-32ba6124b36c", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "7554d7e0ce3d4f468aaee22d1396931e", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/754 [00:00" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "key = 'fullvb'\n", "scv.tl.velocity_graph(adata_vv, vkey=f'{key}_velocity')\n", "scv.tl.velocity_embedding(adata_vv, vkey=f'{key}_velocity')\n", "scv.pl.velocity_embedding_stream(adata_vv, vkey=f'{key}_velocity', color='leiden_sub', basis='X_umap',figsize=[6,6],s=255,alpha=1,density=1,arrow_size=1.5,smooth=1)" ] }, { "cell_type": "code", "execution_count": 26, "id": "74f2e0e8-3606-477a-b061-5ffef2926cda", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "scv.pl.scatter(adata_vv, color='fullvb_time', color_map='gnuplot',figsize=[6,6],s=380,alpha=1,legend_loc='None')" ] }, { "cell_type": "code", "execution_count": null, "id": "cadc28ba-fff2-4eba-859c-ee2db58a7d22", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 27, "id": "71796207-977f-42a2-9a89-93c913d44c13", "metadata": {}, "outputs": [], "source": [ "import phylovelo as pv\n", "import matplotlib.pyplot as plt\n", "from mpl_toolkits.axes_grid1.inset_locator import inset_axes\n", "\n", "def norm_time(x):\n", " x -= min(x)\n", " return x/max(x)\n", "\n", "from matplotlib import font_manager\n", "import matplotlib.patheffects as pe\n", "c = adata_paper.obs['leiden_sub'].astype(int)\n", "c.index = [i.replace('-1', 'x') for i in c.index]" ] }, { "cell_type": "code", "execution_count": 29, "id": "efd223c3-fe01-40c4-9634-dcdf5f9d2988", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "a2f13272-81f2-4485-94c3-d554b99936ee", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 35, "id": "0dda7991-6cc3-422c-b629-6d12be3f7257", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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kYxo6Wy2Xphsykre4stnh5HiBrKkPMWfXWW95N80Vv9Efq3l4qsSRA8ZqUqS4V7De8jANjZ4fEUT93rsaZun3njWyps56y2OidCPIH4bNfi8F+Tu93oP2ub/83DFevlrjraUmQgSEUZwcJFSmLQhjxSGSSMIYpATL0MjbBmMFmzCWzI3meWupQb2n2pBBFNN2A168XGO15WLpGqahYeoCTWgJbyJrqes1DZ2RvMV7q+2bCHif9opiGuQ/JG5V2t/vprpe6zHV3zAAHD/i6pYirUgJr883APixsxN8+8I6P7q2Tc42yAWR6vkbBn4Yc22zQxBFzNd6zJSz1Lo+sYRSVpXNmj1VGfjaK0v0/JD3VpoYmkY5Z+EGEc1eQByrPc31Ixa3HYQGLSdksmQzN5JL2KvPnBgha+qMFzJ86711ZioZnCDeMVccxpKeF9DZZ6wmPWGnuNcwWbLxgpgwilXWGd/ovmv9crIvBJMle8ff3YrN/typsU/6rRyI273e4eB40D43/rjN5Y0OGVPn7eUmjh9iaoKon8GHMfiRJGOqsWNdU6x6TQgMXfGFpJRYusZaw+VNrcFG22Wz7bHWcggjScZQU0iaJpISvaGpKSNNCKo5i5NjBZwgZL7WpZqz2Gi7vLfS+tRXFNMg/xHhdk6Ju/tjjh/x8vUaQTg0o4vk7eUm17d6vLXUwDKUKE4pY7LZ8Wj2fCSqzDa/1WOkYBGjSmNZQ11H1tRxgoier3zv/+mfXkMKMHXBQr3LdtfHC2I0ochHHS9E65fsgkjScAJWmw5TpSx+FHFpvcXpiSICWG069PwITYjkmoMo5p3lJllTY6HW3TFWAzeTez7tJ+wU9wZKWQtLF3Q8iaFrGIYaaQXRV7KMKdqCUnan2+Ot2Oz3WiA57PXeavZ/91rNmDpPzFX492+u4AUx9V6AoWtkTY0gjFE0YHACiQbomkQXGjlLxw8l5ZyFF8ZkTI2lfnuzkrPp+T38ICKIJLWej6EJRvM2vb4mSRTHOL7kyEiOU+MFNAGWrrNQ62Ibgt97fYUwlvfEeOPdRBrk7wJ298eubnUIQpmMvMV9kspsJcd8rcOVrS6PzZSBPuGlnGWyaBNJSRzD6wt1bEOn3vXIWDu/UkMXzNe6ZE1dGd9YBm1XlfODKCZnKqKRH8YEMVi6EtVxgpDtjk/bCbm80WEkb3FpvcNqwyWIY1YbDjnLYHyIrSsl2KaGRLDd8xMxnwEG5J6Ntsd7K2nPPsW9gabjK8a2CFS/V7vBrh/0qm1T6z8uu+NvD0PSvRcwfKA+6HrvdPb//LEqv/aDeZquTxhLRgs2fhTjBBG6BhowIL1HsSSMYzRAExK9rwjacUKaXoht6LTdkHrPJ5KCjKVaKQiVxUsgbxs4QUTOMpgbySWJDyg9E13XeGhS59hoPrnGT2tFMQ3ydwHD/bGRvKUkboeU9Ybn5EcLNo6n2KhSKDEJXQhV8gLcWGXTYwWT9aZDztpJqul6IUEkOVK1qfd8ul6I08/AkdDtK0cNKpR+BNudAE0TynTHELh+zFrTpWAbWKZO6EvcSFLreFRyVhLIVWVCjcu03fAmvn4US7ww4uuvLOKEEVOl7J6EvjTQp/gk4QWqpHx8LM96y8XxI6RUJeGspXgoXTfEC/YfzbpXg/tBWXklZ930+L1m6WMpKWYMtrvevsHR0jUeniny8tVt4jhWY8UCcrZBEMYEUZyMIOqaQEMQxJKJrEUviCiYBjVdydvGMmaj5asDgoA4FmQMDdFn7IVRDFLD0jWyhmB5uwdCkDE1vCDGMgWNns/VrS4TpQzZXd/LJzXeeK9UKtMgf5cw6I8tN3pISTLL3vECTF3foWOfMRV7FalKiKBKXOMFm25fs/7hSXVo6PlhX+ZWEMUxLcfH0jUmSxncIGK74+H2N6uwv+r6HKMEgYS8JgliQRCqTEairHBXGj0mSxkmiza9IGK95XKkb2+ra4JK1mSj7VDIGDcpVy3Ve1zb7LDd9fvufJ1EkvLDnLDvlcWU4v6EbWrkbR0Zw2jepq0HSZWtmDGRsQpWtqnd+sn2wd24R283K989Sz/MExq0Lq5vdTl/tMpEfz8Zfk9hGPdbAErW2wsVibFgG2pULpbkLb0vAS6ZqmSYG8mx1fZwwhA/lORsnZ4f0XRUkT+UkDEhZ6lR5LGCjW3qNB2fom3ghTHdtoeuiYQ78OR0lZYbEsVxYvQ1jI97vPFekToeIA3ydwmD/th3L27w+nyDGJWhD4Le4PTphbFiqjoBOdsga2pIAY2uz1bbZaxo86UzY4QSnj42woXVFk4YA5I4Vr2vuZEcbTeg60V9xzwYzkn2kpHsBVCwtaQ8FscgdUVCKtoGPT+k60U0nTZSSqbKWXRNYJsCQ9exdS2R1Y1iyeXNNi9f3abeU4uz27fyXdzuJaS+2z1h32uLKcUnh48yaJazFkeqWV5fbBDHst+NF4RxjN/x0DTBU3MVytmbM99b4bD36GHfz+7HHfR3t6twN8wV2s0TklLJbq+3PP7J965wfCTPcsPB6FfxTozl2Gh71Hs+owULKWGro9Y+xFjo5G2DjKFxYqzAUqPHVsvDD2IKtk7Pi7BMjYJtkLcN/Eji+SFOEOMR4wc+lqGBlJiawAticoaknLVU7z+WOH5IGEtOjud5Y7FBzjISyV244QWiCfGxjTfea1LHkAb5u4py1kzG5N5ebjJbye3oYQO8sVjnRF/9bqPlKGOafh1cE4LxvM1f//JJ/uDNVUbyFtOVLH4YYRs6jh8SSYllwPVaF0PTEi1u/xaiUIqIFyX/DSCkZLsbsNF2mSxlVR/NC/qLO2C2kuHoaJ5T4wXFEej5SKlkd99faWH1y3E5yyBG0nJDun7IaEEmJ+7dJ+z9NrF7cTGl+PjxcRzsMqbOdCXLq/N15S0hFbNrYBgV9y2g9woKBwXZw9yjsLfWxO7303QCvntxg7eWmhi6IIzUyKqUMnHNHP67O1G4G+YKDXhCWUtnreXS7PmEMTR6Hte21Ez80dEcR6o5jo3m+faFDerdgJG8RdsNyNsq8zYSI68YUzMVSVdTo8QrjR6Pz5Xxw5iNtk/GNBKdEC+IEELDMhSB2A9j/ChmpemQs3SmSlnOTRd5bb5Ow5EwkBHXYKnuJLLhQRTz9nKDWsdP3nvW0vnJc5OHCvK3e5i816SOIQ3y9wR+7OwES3WXWtfbMdqy2nSodwO+8vCEIuhtdljc7iV9+dlKlkLGYLxgJ6zZWEqW6j222j5jRYvT43k2Oz66EOQzhiIWHWTzNIThDF8D3FAiREi9FzJXzdH1Qixd49xMia4XMl3KMFqwMDWNn3tqhnLGRAJ/8v46byw2ODKS59JGB9mfqR+w/11fmV2cGi8kJ+xbbeb34mJK8fHi4zrYuUHEVtujkjXp+CFuIJObP2MICpbBVtu7befGW92jw1oTB72fxXqPv/fND1hqqAAXxZK2oxjsI3mbZ0+OYhnajr9T/l63p3A34Aq9vdRkpeGQMXWubXWIYjB0jVrXVeZZElquIsitNl3WWx5eEGKZgpF8luUm1LsBSEkQKSJvLCVuENHoSZpOgBtEVLJGf59zKWctMoZOxwuo9/y+iI4i5UlgpprlSCVLz1ctwkdnSvSCiJytk7d1DE1pdjphxKvz23z1yVmWGw7Xt3poQiT8g5YT0OwFzNd6NJ1g3/vlTg6T96rUcRrk7wHsN9pyajxPGMUUbPU1PTpT5uRYXt3cpk62X45yg4hKztrBmh302VcaPf7Wb75OreOx3fXxI0k0lMUP9+N39+YHPwP6znb0ne9QuvhZk5G8pcbw0Li00aGUVeN0v/vKEgBnJwu8sag0p01do5I1aTpB0o6wTaWupzIGh/NHq3hhfOBm/vPnZ+/JxZTi48VBQXOp3uVb763x5x6fua3v3A0i5mtdNtoeOdsgBgwtQiIQKJnbrG2w1fFo9HymytlDHTZsQ7vlPfqt99Y5MZZntnpDEGv4EPDdixs8MVfh//eND1hveUyXs2hCsFzv0XJDspYq11/dUlWw4QPu8w8pf4rbVbh77tQY76206XghHTckitUa3eq4SKlm061+lXCr7XF0NM96q8fitoNl6IRxzJFqjrxlEEYRfqi8PMIoRtfUFE/HCxFC4Ecx76y0kFJSyqggPFvJ0uj5mIZO1wvQhYZtaBwbyWPogpWmw2bH49JGGy+IMQ0dPwKrb9iVMw3qgcfSdg9TF0yULHRN0HIDBDBbzXJyrEDT3d+W9k4Pk/eq1HEa5O8R7DWKA3C9dpkolvhRnDg8DTBVylDIGDeJ7wxnG7/3xgpOEKH1b1SBRNdujLMMB3hDg70IxNogwKP6Wl1Pzc+PFCxmylkqWZPJUobXFxpommCumk8WxjvLLS6utRPRi7GCTccLcIKITF/KN4olHTegaJuHcsv63qXN5Gd74W7rhqf46Ilm+2VJjh9xaaPNwnaPl65uc3mjwxNzlVuW74czta4XslDrkjF1Rgt2olOhoYRWen5Iyw2TCthhqkjPnhwljGK8MMLUtZvacLGUbLQ9npir3HRtThCx2fJ48XKNcnaZd1fbHKlmkwmblhtQzJp4QYwTRjusXocPuHeicFfOmvzl547ywXqLCystbFNX3u1SMJY32e4FSKkU7FqecpVbqKnAW8oYxFLg+CGFjMlEMYtlCGpdn822T8cLkSgyo2mo7NoLIq5vdal3fLKW0RfGgVLGpJq1yNoazV5A1wtYa3lkTY2ybRBEUMyaOEFMywlAQs5W78XQBBc32ti6xk8/NoNtaPR8Ne2TtQxMXcMy9k8E7rRKeK9KHadB/h7D7k3x0ZkSry80uF5TBhCJWI6UXNnsMlvJ4PUj9u5N9cUrW8zXelimTlXT2Gy7aMnNJ5NAL1BlSS+S3Pjtjf9XN6aGH8QEkaTthWqxZUy22i4r9R69ICJr6jxnjaoyG8oneqaS5bWFOgaCjhdSypgcH1UOfA1HbRhdP+L5h8b5pS8cP1QGdHmjA9x7iynFx0eG3CtLqnd9/ujCGo1ugG0okuh6y+WNhcaBGdfuTM3PRuiawAtjah1FHDO0G0F5cO7NGIdzc3ttvk7PC3nlep28bSAEilA7VkhkWAfVtt33qBNEvHxtmyBS4jBtLyRvG4q/4nWZrao5fQ2BbWq0nYCcqSeksuED7mEU7vY6jE0UM/xnD42z1nSYKGbwgohLGwF1x1cjt1KStwyiKObCags3jPo6A0qrvuUowlw1ZyaE35G8ktbOWFrfb15jJGexuN1D05TkreiXEru+SkoemS4TxZJzU2UiqbL2ctbk4nqbnh+hC42CNRAugp4XJnK3YSzJ2QbvrzbRNI1ax2NQqxx8F4PPafB9DN7/nVYJ71Wp4zTI3+N47tQY33xnjXrXZ6qcuTFq54ZU8yblnME/euGyYp728ehMifPHqry52MAJIkbyFvNbXZQKt0ATIDShxD760VyK/oQeqv8uAdPoE3sMZeUYazExqoJQ6/r0/IisZWDokvWWh+OH/P4bK8xUMhwbzSdTAqfHC3yw1iJr6rRcn4KtrHfHizarjR7npor89z9xlnLWpNHXrj4oS9c1jRNjORa2nXtqMX3a8XGSIQU7qwOOH/HHF9ZodgMqWRMpACS1rgpEx5H7Zly7MzUJjBczbHY8vDCi7YZUcxZSStwwJo5jTo7nkdy6JOuHMW8uNfDCmBPjObY6AQXbYLXhstXxeOb4KFlLcU7Gi1YygTLA1c0OQb9Ftx1GmJqOJkIyuoYbRdS7HkBSaYilKocPKgXDB9yMqe+rcPfobHkHkc/QtB3mUm8tN1nadri62e0z6yU5U8fQhGr3Cdhsuxi6Rs4y8Ihw+gcXIQRBL2K76xLEStq250Pe1gGTkYLNeMFms+MRSxjLW4RSMlG0ydsmlZzFZttltekwW80yN5Llpas1ylmLjhtybqrEm0sNen5IxtLJWQYdLyCOFEmvkjOpOwHtns+fvL+Bbeh85kiZgm0SS8lqw2Wj5TFTsfnepU0urneSz//4aA4viO64SngvSh2nQf4eh21ojBdtMqZiuQ4m5WcqWWbKWd5YbNBw2vzMY9M7hGXeW2mrE7EQSllKE5iasoCK+so3QggMIRnJGpiGzlrTU2dioUr0Uax6krqm9Y0noJgx2e75mLogbxkEsRLKkUhs00TXlbjIsN796Yki12s9ZqpZ/CBmreUSSYnjRRwbzSf2t7Cz5DWQFB0udw42sS+fHefrry7fU4vp046Pgww5XBlYrju8udjkzGSBnh/S6PqUcmpcq+eHVLIW1ZxNveex2fZ4c7FxU8a1VyauRKcsIilpOz5tN8A0lGCLZQimK3lOjBV2PM9eVSQniHjh/XUWaw4ZQ+87sillyWpOBajLG23GSzbFjMlPPjLJlY0u1fwNQamBMFbHDZmt5Nhou5QyBm03xDaVElwxY9Du2636YbxjKmf3AXfQBnzu5CgNRx2IWl64g8inCcFUKcNLV2v89ssLnBgrsNH2mShnWGn08AKZvD/b0BPyn9pHJD0/VHuFrox83FDZbUeRxDREMiefswwMXWO8YKMJaPZ8Ze2LZLJgM1nOUOv4WIYKpG0vIGsUeOlqjYXtHgKHSt7k6WNVdE3wwXoLL1Ajvm0npJq3EELQdEImixm2ux70TYfeX23zxFwFTah5+pVGl6brU8nZOw6kV7e6vL3cYqyYSbhQw7hVlfBelDpOg/w9DjeIsE2d42MFHo7iHUHv3ZUmUSzJ26qXBTuJSOstlyiKabkhk6UMG22vb8moFpFtaFRzigEfBBFZS8c0BF1PmeDEsVKXMjTVixdCcGJMzcfmLINeENJxA2xToGsmApHY1E6VM8omcrPDw1MlPjNb4jNHylxc71DOqfGax4+U+bGzEztu/Iypc2Isz7curKteYB8D/YCm4/PoTImJYuYjWUxuENF01KhfJWel2f8d4uNgFu+uDFRyFi9drfHBaovNjocAmr2Athck3I6GEyDjmOtbXUYLNv/hrRV+8pGp5H7YKxM3dY1jo3lEn4W92nAYySu299xIjoJt8NTRSnLde5VknSDixSs1rm51malkqOZtxUQXSmZVSommCS5vdPjC6VGePFrlR9e2eX2hQRDH5CyDkbxJ1wuU/LSpc3ayiKELFmo9er5S3IulpJq36HoOW22P8YLN2cnivgfc3e0TL4h4c7FBGEtmq7mkMrje9qh1PQwhuLLZUZ/JSJ7Ntoela0Syf7ARQlU0whgnlID6PDUgZ6sKYcdTJXPdUJ9xEKtxWTeMGcmpDH6sYAECP4ooZk1sQ+PMRBFD67BUd5iqZLm83uaNJeWMKRCMFSxytsFbyw3OTZfY7nn4YZzoBRQsnVo3UMI8ccx2x8OPYiQCN4h4Z6WBrev4UUzPi8hZGgJ2tBdnKzmubXV5c7HOF0+P33RPHqZKeK9JHadB/h7HcGY7nNEGkRo7y9tGP3DvJPZMl3Nc3+piGhp+FJO3DKZKGTbbKosWCAxNMF7MUOt46JaBpmu4YUzWlMQSgkid1tWC0DENncmyjWVoyhAnVryArKXT7Pm0vQhDaIRERFJSsE1WGg7lrMn5Y1V++rHpWxKymk5/vKUXYOpaoue/uN3j0lqHZ05Wk03swyymphPw7QtrfOu9dTbbPlLARMHmJx+Z5CfOTaYz9reJj4NZvLsykNV0nj05yoXVJguNHh1XkTeLWZO8pbPd9QkidYjN24qQenWzy2/9cCFpFexHjjo5XmCr46NrIcdHc3zx9BiWodNwfExN45GZcnLte5VkL6+32e54ZEyNyXK/by4EI3kbQxdMFG1OTxTZ6ng8MVflD95cxQ0ivvLwBBfX27y30uSDtRYdL2S2kuXxIxV1XWOKvwI2vSBkqx3i+uo6ShmDh6eL1Hv+vkYzu9snbyzUWayrNRnFEk1X5MK8ZXBls81ozmKh1uOx2TISSSVrEcbKrz1Coglo9HwENwi5oHgLXU9lzVGsyHMSKNo6lqEh41gpbvY8dA1GcxZuGJE1NUxNUM2ZvLbQIIhiRvI2K02HYsZgrqpEth6bLdFyQjKGzlK9x3K9RyVn0+j5dD3VJqh1fSo5k5YT0uh5eJFE13SCPst/pe5wpJqjkjPp+SFbHY+vvbrI0dE8J8ZutBefnKvynfc3WKp3mS7n7rhKeLeD+wBpkL/HsR+ZI+g3xnp+mOjcD2NwKo2RvL/WoesFZPv+zbWuj+OHZLImpqYe+2cfm+KVhTqWodFxI9puQNAvydmG4PmzE/zw+jbrTZdaL6DW9SlmDCXJi8DUdXKm7G/26sQfxXG/xy6ThXGrG//FK1sA/GcPT3J1q8NCrct2L6DjqrngD9bavHhla8dmNiycM/zv/dB0Av7F96/xyvVtLF1juqI25ZYb8LVXl5jf7vHLXzyRBvrbwEfBLB4+AMLeBKisqfOZ2QrvLrcIQ5eRgkXBMmk4ypVRCadEtJyAzx0fYbaa29Eq2G89ZU2dZ06M8Or8NkhJx4vwuz5CCBwZ8buvLAI3AulwFSmIYi5vdDg9UWC16dz0/gu2yXrL4+xkCVPXeHOxnhxenCCi5YaMFzPMjeRZrHcBqHV8Xr5e45njozxzfJSrWx0urrd5aKrIsdF8UgWzDe3QindBX0ymYCsxqs2Ox0z/QBLFElvXablKTlb21zB9BzkhVPvCj1R1wtAEeizxokHrTwV8L1ROc4OWn65paAimKznWWy49P6Le86n3fLKmRqMb4Idqn9D71QMpJZstV43nRpLVWk9N4HihqizqgqxpMFPJYeg2OTOi6wcEEay3XJqOYtJLqSaJolgo5ztNJHa29a6qrmx2PDpeSKPns9p0+eLpMQq2waOzJU6NF7he690TJfcPgzTI3wfYK3PQhCqLVXJWonM/jCiWZCydv/LsMaJY8v1LW32XJhjNm5w5McqpiTxrTQcvbPH2SouWE9Lul/ZPjOXRNIEuBPWezxuLDSaLNlIqYwk3iPpOUR4gsQyNE2NlVps9olhwdaurepu62oR2B+a9MFzy1TXBybEC6y2XkZzg+Kgay2s6Pm8vN29bMWwYL17Z4vJGG9vQk0oBQCVr0XJ9Lq23UzGd28SHYRbvxcg/PppLJJ33gq6pkSldaHT9kJ6vRtUkillt6hon+g5ku1sF+5Gjmo7PZ2Yr/Pz5WdwwSqxKxwr2niTCQRVpveUigLmRPOaKxmrD3XFfaf0S91rL4TOzqmU1OLwMiHbFjEEkJbOVHJc3OkQyJg6UQ+XDUyVGCxY/Vhrn556apdz3hbANbd9D8/BaCvptviCK0YQGQmDpgmbPZ7JoJ/7uCIGM+/rzCGLZL8v7qv8vDYHjBER90U1T1xBRv6Umb+hsxKjAkrMM/FAFZdvQOVLNs9HqEUrwwpCcaWCVdIoZnfWWRyTVmHAlZyKEoOdHRF6EH0b4kUQXEieO8SM1OvnaQp0vnhrlc8dH+b3Xl9noVymNPjnXC6Ok5WcZOjKWXK91GOjwK6ipn8XtHq0+Z+Gpo1Uyps6fe3wm+Szvlaz8TpAG+fsA+5E5zh+tAtzksgQ3NtWJUob/4aceYjSvCEmjeZtCfwxvqd5lvqbm7vO2Qc4yuLrZZqPl0nYDTowVkALWmg7jxQyfP6Gy8QtrLV6brxPJCCHU6NGZySJeGDFRyiakuZGckr48MVY8FMN6d8n36laHOIbRgp08RghBNWfRclW5fb3l3xab2+33JDtetOd1FGyTpuPvSdpKcTDuhFm8HyP/6maXd5aajBds8rsIUEEUU85a9PyIsaJFzwupdXykVG6NOdvgSCWD3hdI2d0qOAw56hvvrBLG8pYkwoypXOoMXSOKZVJebzkBhYyBJpQGftcNKdomT8xVuLjeQdcEQRSzUOviBjHL9R6DMGkZGpWsRcPx+WCtTSlj8MRcJWG+H+ZA6wYRXhjz/lor0daIYslWx8PWBW6glC8jKdH7762UMVipB5ycyOMEER0v7JN54/5np2yk6Wf6kZTkLDW+F8bqN4NpHctUhL6wL7srgbYb4IXq/YWR5NHZInMjOa5tdliqu9iaoBeEjAiTrKklnKAYgR9GSCnJWyZRrIYas5bO9e0elqExXrKpdV16bpzsh5ah0fUjZKykvaUGrg8aEtGvYGoCIoRS3gxj/vTiJj0/5D9/dCrp9d/vSIP8fYK9+s8DZbhbbarlrMkvfeF4sqk5ba8v7CF4ZKZExwtZbbqUMiYnx4tsdjzWmw7z251+78/kKw9PJjO+549WOTNR4NJGm+XtHgt1h42Wy9nJImGsSmCm0DANlY0flmG9m1m/24I3ljLJIBLFsPECs5XcjscoW8y9Fa3cICKMlazu7vEloG9ecaNakQb5w+NOmMX7WZtW8xbFrMHri3W+tIsAZeqKZzLIuJbqPQq235d5NRkvKoe0vcbKhq91Pz5Hs+fz6nyd6fJO7/gBdlcGdlcxBuX1lYaDRNk9nz9W5f/8uTnlrNbvW7fdgOWGi6lr2KaOhiCSMS1HeTo8d2qMrY7HX/3CcbKWcVvjiX4U885SE8vUKGVMwkiy0XbZbHt4YdzPdiGM8lg6faJtTDlnMjeSVXK1TZdixgBpookQpOyrXoKpafSTf+XOF6r3NBDY8MOIKI7RNY28abDZdnGCiLyto2uCIyP5xPPi/NGKUhy0FAu/4wbKyQ6J40f9QE+/faBGfXVNULINam2Pt4OIs5Mljo3keX+trebwNWV7XbD0PpFY3QcSMHSwTQMvVIZdUqr3EEYxPU/16i+ut/m3ry1ybauXfKZpuT7FJ4LhzeigOdjdN+PuTU0A/+z715QYSBSz1fFvzLCXs4zmLdaaDk8frYIQN42TFDMm54+O8JnZClc22zwyXWK+1uNHfQGQ6Wpmh/gH3JphPbxZFjMGsDMQd7wg4R8EkTK1eHJOvUcniHYoAia2mMeqO/q6mf6s72C+eHegV4pbyukqDfC3j9shQ95kbbrrO/TDiK2Oz0w5w7HRQhLYal2PI5UsYwWbY6N5zk4WebvYYLPtqyqPE+zgqRzUKtitEPnilS1ena/z+mKDyxudm1whYW8S4e4qxqMzZU6NF1hrOZi6xqnxPL/+0jwA87Uu89s9MoauCKqm6lur96yqB3EM81tdKjl1f3/34sZtjSe+Nl+nmjdx/JgwUmXqKFZCN+ttl1jGZEyTS+ttxos2fhRj6xoPTRVp9gJqHVUhi2VM0TYZK2Q5Us1zbbPNu6utJIgOzHIEyqlSH5hnaUp0XkNS7/m4YUQxYzJRsOn5EYYmsDMmLddnYbvH3EguaXNEUlLKmtS7AUEU4wWxcprrH45U+0MpBvqR0sLPWQZZU01DNJ2gf7ATydx+MWPQ6Hj43ND90IUgRE09xLEaTpZC8tSRCm8tNVnc7vHsybH73vwqDfL3OW6XYT74/bDoTFZTpKPBBjuYxZ8qZ/iFz83x+2+s7Euo0oSgnLX4L546QtPxCWPJkerNbnqD1xreHPdi2g82y+2ulwRiUAHe1PWEf+AGqjFom/oOlbBhRcDVpsNvvLjAX//yiR0kvSfmKixs9+i44Y7e6eB18rYqj6ZB/s5xmB7mDmvTfb7Dnh+x0nARQvV1B4fYX/jsHH/w5moSVM9Nl2k6NVYaPcpZi5NjhdtiRA+3DabLWS5vdMjbxg69h0Gg368ysNeB++EpdfidrzlJBl7MmLxwYZ3FusNY0cIJYiV2Eyp997GCjUTy8vVtTk8U+FcvXueVa3VOTxQoZUyy/RL5YJx29+F5cHh6Yq7Kq/PbLGx3lQKcqQh35b4TZc7WaXYD1poutqkxMZbnxHiRgm3QcQP+4M1lIpQfvKFprLUcpitZFuoOLVeNLRYyJnU/IIgkmgZ5S2eqnKXeVQE4Z2l4oeT4SA4vUgE/jCQfrLWo5G1G8xYrDYfPHquy2nTY7o9G2rrG0ZEsWx11IEFoiaxw3Gfv6wJMHUIJm22PkYLFw1Ml3l5uoGsaliHQhEbPD4hi1UowNVVskMg+d0PdVxIIwoicZbDVU7a2PT/aMV53v5pfpUH+AcHtEkN2s6Gzps6jM2XOThb7BB1FuJur5m6DUKXmzPcqgweR6utFcYwfxnzjndV9e4uDzfL6VpfVPht4d0bVdHwm+jrjVzdVia6U2RmwC7ZBGEc3LcrnTo1xYbXNj65vE/dkEuhbro8fSj5zpJKK6XwCGL4HBwS03d9hJWdxfCzHuekSXz4zvuM+3x1Uj4/m0MYUO3u/sbL9sLttMLAqLWVVtjmwQoaDdd93H7i/88EGwI61U7ANvnhmjH/3+jJeEBOEMW4QMl7IMFHMIFFB0A8lj06Xydk6OVuR09b7bnkbbRdNaOiautZcP7gP95ELtsH5uSrLdQekpBco1nk5q8r3YwWbYyN5lus9Rgo2YQSvzm/zzPFRdF1D0zQ2Wy5OECuZXylZrDtUc1b/+eJE7EcwyOJV9e1zx8dASNZbLvPbylAnbxucmC5R6/g0HJ9mL6DpBAgkL15VffZB23C0YFHr+IwVLPxQ7UeWrtMLQsJIBee2F/W5DRIrjMgZalzv+FiBzbaLF0R4kZqfn6lkqeTM5D4jVv34jGkgpQr4hqYxlrfZ7viU+7yfwUFqgPvR/CoN8p9S7MeGHszir7WcZCM7LKFqr+ccLsF23JBKzuB//sMLTJQyHKnm9i2F/fRj05w/WuU3fzhPEEmmy9kdFrymrvHjZ8dZqPdu6t0DdFw1Wjhdzt20KMtZk1/+0gmOjWb51nvrSXl4omjz1SfSOflPCoP75e3l5i2/w4vrHX7qkakD++oDdvfg/w978N1LyGeYQJezjcQKueH4t6wMDF73IIGgYsbkSDVHHMc8fWyEtZarRsyCkK22S9YymKmYlPvlek0INA3eXmoQS1SgFYosN7/VJZJKUnfw+tA/wOtKC6Ng64lF9VrTRQgY6duvdryQuZE8GVOn5QRc3VIyrzlLJ4ylcpsbyWFoOrYc6Pvb/NXPTPON99ZYbymr2ErWImfrbLU9Lqy1mKlk1aFcwnjBYqaqph0GJlV+JNnueOhCcGJMqRjOVbMcH8sBgq4XIoRJKRPihhJLh8jrK+1Jidk3uBov2AgBa31vji+fHefKRoeL6y2KmsYTcxWeOTHCo7Nl/qc/eI/XF+tIqZzpwjjuW9oqIaSHpou03RC4MUEwjPvR/CoN8p9iHDZ43w6havg5C7bJq/N1vDACCSMFi7xtsLzt0AtiJkoZspoi4ozkLZYbPb57cYM//8QsABOlDL/8pZPJ67pBpLISVEvgymaH5YZD0wmSADHQ9R8m/e21KMtZk//q/Bx/9jMzqeLdXYSqqrTouOFtf4cDeGHMS1dre1aGDhvkYaeQT9bSdxDo2m7IatPh6WPVQ5OvDhIIMnWNI9UsF9fbFDIGj5cqBFGM44e8eLWGEOyQqx0r2Hz34gZBpCpvGVP5p7fdkO0o4tREgdcW6jdpAYzkLUD1py1NI4pjNtoeE/3ROTcMk+sBKGQMlupqNtyPJJWcRccLcYMITVMZ+2wlqzQw3IAvnh7j3ZUW5aySF75e6xBJ5QTnRzGjeYswitns+owVs1iGprLt0QIXN1qqn6/DQq2LEGoNztccmo6v2i7jBUxD49pml46nrtXoS2obuki87qWUBJFkod7jlWvbNJ2AqVKWiZLNU0dvuBL+jz/7CP/Lf7jA++vtfssjomSbVPMW05Usj86UeelqjZYTMFu9WX/kfjS/SoP8pxi3E7wP2/sffs7ff2OF7a6nyu3VLEerOV66VmOynKHp+FxYbXJ6osjitsrGpYTX5xsAidxtktUfq/IbLy5wYizP1FBWH8eSyxsdal1Pze2y0/HrVotSvY+9WdQpPn6Usya/+PljXFpvq9Kt4La+w4/CFGc/IZ+spScEutWmw9/6ymnK/ez3MLiVQNBsJcsHa2pkdW4krzQl+vPhI3l7h/5FFMd4YdzXelfCM5oGCFW7yJsGr87Xee7kKOWclRy2a12PqVKG9ZZHIWPQcHx0TTBRyhDFkpYTkLf1pN+tRv4ksi9FmzE1NGFwakJdiy7UDPpWx+XV+Tp//olZOl7EatNN/Oezpk6MpNnzMXSYqmTxgpiF7Q4nx4v9CRYIQslkycYJYio5K7H5Dfq22vVuwLMnRzk7qbLrSxst/uTCBmafw1E2DGxLT4K/Hyjp3M8fH+ELp8cYeHlc3uiyVFeqh3PVHP/Tzz/Ody9u8NLVGu+vtgDB2ckipyeLSn/f0mn2Ak6O3aw/cj+aX6VB/lOOOyXu7cYwia6cNXn+oQneXGwkBDZTV57OQSRZa7nUuz5XN7u8er1OIWNwpJrDNtTm8PZyk6W6u2ODfm2+rrKb6o1xOV0TnJwostJyiGL43PGRm7y778dF+WnDRCnDV5+c5e2lZmLWctjv8MOY4gzfs8NtpmFSm6lrNByfp49VsfuE1cO2AfZriTl+lCjYVfMmS3WHpXqPybJ6zEje4rPHqgn/RE2SeIwWbMJY0nYC3DBCF6rvLk3J64t1Rgs2/9u3LvLYbJkvnx1PDtuv+XWu13q03YCjo1kcL2Kl0WO7G6BrYBs6Vzc7zFZyCKF06EMAKfFDKOcsLP3G+x2QYUWfHHlyvNDnCzg7OBVuGGNqOqN5JTO8XHdo9Hw0TRBGMcWMjqVr+FHASN5OuDxqpE2NCF/aaHP+6AgjeYvPzFa4tN5hu+cT9x/nhzFW/17xQiU69P5ai3N9/sRe90I5a/Lnn5jlpx6ZYqPt8uZig4vrHepdxeP4yXOTSlrb9bGM+9/8Kg3yKYA711nezz/8kZkShq7t6LNGkZp9NzRB1tLpeAGWbuBHkvlaj2OjOXSh5HhrXS9ZlLcyP3lyboQX3t9gu+sns83386L8NGKQebbcgPGC+p5v9R3eqSnOXvfsibEcXhjx/csbtJ0o6e0XszpHq3l6fsQ/fOFy8vjDEvp2t8T8fmuh6fhUchbPnhwliiWvzW/z1lKThyaLIBUB7rHZCsWMoYiwWl9KVgjGxwtMlGzCKGa+5vTlW1UF4PJGl3dX2nz91WX+wmeP8BPnJnn+oQmubLb5d68t8+p8nflaDz+KmSxlODVeIJaSt5eafb0Bg0rOopQxaLkB1ZzJ+JAYFfRHWctZrmx28IKYQsbgybkKa01HzZ2jZs+LtsEXTo2ysN1jtekyVrT5/ImRpOL23YubXK91Ge9XYAbQ++N3pibYbHk7DlyVnMVa0yWIJKauVP8kEEQRQRhTsJV2/aX1Fo8fqd7yXihlTH7qkSl+6pGdynbD90gqa5viU4uDSqWX1jt4QbSjVLlQ7/UVstRonBfGjOWVla0ThizWezzRN+bIW0aiOncr85OCbfDYTIlT4/mbtKbPH60qX/ADxvZS3H3ciZDOnZji7HfPXlzr8PpCHTeMqfd8BvS9as6k1lHjprMHEEUP+74ub7RpOD5nJ4tJOf6lqzU22y4tJ6DrKu+HzbbHW4tNjo/nODqSJ4olRl+pbiRvsdXxWdru4YUxAokTxMxUMuQzOhXNpO0FfOvCOustj599YprvXqyRt01OTxTJmDrbvQAviLi+1UXrz5FHTowfSUpZA9ePVGl+6KMNopiW6yupaycglvDC+xtkLI3pcpZqzqSUNfsCQBFHqlmKGZOT4wU22h7tXoBt6EkZ3TI0wljedEjTNYFlqJE50VcGHAT5mUqGKxudvp6+Ev0RqCQliCRF28A0NJbqDuemy0lFaPhe8MJ4XynsYXLuveQk92GQBvkUd4xblUqFEGx1vKQEutJwmBvJMV/r0uj52H2v+hiJjKHthzh+lIwdtd2Q//DWCl8+oxTPDjI/yVg7tab9KOa1+XoiQOIFUVJeHCzW+/Vk/qDiTlpHcHumOPvds7Wuz3LDoZq3+MxsOcnkF7Z7LNddjo74HO1r4d/uzPSwp/s/eOEynzs+mlzT6wvbzNe6GJpG3jZYb3lUcyaVvEXHDdjuBARRJxH4iWLJ5c2OEnKJJRlTo94NiOKYWtdH9iVzByp3bTfgN16cJ2PqjOQt3lpqMF7MMJJXlq9XN9pIYCRvc2JUkdyeOVFV2bKU1NoeW9drGLpAoJG3dVquEp85PVHg4nqHsBOzuN0DIZiOJDlbfW+DQ0zW1Dk5lgfy1Ht+coD7yXOTNHoBPT/E0G9oI3TckImSTSyh64ZJGT+KJZWMiamrcbpKzkIKRUtww5ieFpGz9UQwZ3j8bXAv+FHM119dPjSH41b34P2QNKRBPsUd4TCl0oXtLkiltlXOmND3mx8tWOi6oNH16fpBkkn4HZ/Njks1p8qDsYSrm1022j4nxnLM15xDmZ944c6F7IcxL60qxmwpZ/LsyVEsXbtvFawedHzYnvcAu++L/e7ZIIq5sNok2zdU0frksoGmQ8bSubDa5LHZ8qFmpvfb+HeP9anXbWEIpVPRcHxk/xBqaBq6EGia5D97eIKttst2N6DjheRMDTeICcIIP4Qwjilk1N+Efe3+lhcSdGOemhP8aH6bn/nMdOJcqQmBH8f4oZJ4BuXYJvpKkG8ttkDAsZE8ecug7QRsdTwsQ2nWl7IWXhBxcb3DyfE8LTek0fVoOSGXNzs8NVfh6T6nYNByqeQs/tLnj97kmmcagm9f2KDtBsnBakC63Gg7gNhxMPjsiREmyza/9cNFnCBSynooP4uibbDd85JJob14Ha/N1++YwzGM/dqU92LSkAb5FPvioFPqrUqlfhSzVO8pa9uOz6utOnUnYLpkc3yswPPjBS6utVlu9qhmVZ9NCuUEpwlBywk4Us0mVqFgkzH1Q5mf7M7Wrm51iGLJdCW7Q9jkflWwSnEDt2OKs9896/ghbTeikjVxwigxbYn6BLN8PwA7foiZvcGu390OuNXGv7vy4ATqdcs5U6n7eSGGfkPKeRD4BXB8rIikTc+PGC1kCOMYL4zUY4UgZ6qtvOdHlDJmEkyXGj3lDNd/L44fUu96LNad/iFGYhoCQ9do9JRAzcnxPNW8hUDp+CMEpayF4ysjoFLOUtazGjR6AUeqOSaLNkEkWW0pbk3bDWj1pyV2B7/hveQnzk2x3vJpu2pkbiCmpQ4G9o6DwaA6t9FWinRNJ2CqnGGqpEbz6j2Ptqf0AKZKGcy+adDgXjh/tMqvvzR/2xyO3fgoJjo+SaRBPsVNOMwp9aBSadsNePFKjbYX8Lnjo5ybVr3wl65u0XZDNRpl6pydLNJwfFpuwHrbZbKUQfQD/GBGGtTiu7bV5a88d4zX5usH9mx3Z2uDNsGAAFiwTVYaDmcni3tKgqa4v3A7vfz97tmB6ajKc28YoQz+P971uAGG2wGH3fh3VB4GqSsQ92VWS31JX4AIJfwyMFzRNI2jozmOVHMEUcx7K01evraNqQuViQ+uV0IQxkwUbLbairh2cb3FSsPlykaHhhugCTA0jSCOCX3Jdtcnb+n0/IjrtS7bXR8/itho+UyWlHOlZQja2yHrTZVhZy2d7a4PSCaK2f5kjToA/MqXThxKkGj399d2wz2/v+Hq3NGRPF990uKP3lllo+nRdAJmK1nmqjlOjRdo9pQD4ErD2fFcStlOHY52T3DA4YVuPsxEx91AGuRT7MBhN6uD1O3eXGyw3fUZyZtc2ewk886fPznGH7+7xotXN/nCqXGyls7Tx0b40fUacSyxDY22G+yYkYYbi8/StVv2bN1AuVYNFvJwiRJueHsP+nX3o4JVip04bC9/v/J+zjIoZgxajs9kfzrDjxTxrJyzWG+qQ2LO2rldDrcDvvPB4QxkhisPlawqMTt+CAg0TZDPGIRxTMcNaXk+utB4Zb7OTDlL1tKwDR0/jLle67LSdOl4aizV0+LEklfd+2oWfrXRQ9dgfsvBj2PCvnK7cmWL0YQaRWu7/d64phHFaqyu0QuQUpH68jYgBV6f6GZoSkNe1wQNJ6DnRxwbzSOkah84QcTUPi5+d/L97Q6s1ZzFV586wqX1FhfX2uQsg7GinQT03W2BphPwvUubvHKtTs5W1YLdUtmHEbq504mOu4k0yKfYgds5pe6lbqdKkAHlrMncSJ7VhstWx+Px2QorTQddF1zf6lHvrjBRspmr5vjqEzMcqWaZKmWTmfph7F58w5vAcEvBC2O1kPtOeEIo160gioilkRB7huUq70cFqxR74zC9/L3K+5oQTFcyNFYD2k5AveujCZURG5ogkjBdyewggA23A25n49+duU6VM7y/2qKSM5mrZmm7UV/yNUYgmBvJkbN03l1tMlfN8YVTY/yHt1fJmDqjeZuxgo0bRGx3fba7HpWMUm8bzVt0vZCuH/HMiSqrTY83F+vogK3rxFLihxJNSAxdlbiJY3KWgZQxXS/o9/f1xBZX9uVfB+6NQSQxNNUq6AUR76w0KdmqGvCvfnCdJ+Yqt9WjPkiDY/D5DmsYZE2dx49UOTtZYrXp8CtfOrFDrGiviYrTE4VEGGhgPnT+aAVdE2x3PR4/crAx1Z1MdNxtpEE+RYLbPaXupW5nGxrFjMHRkQKWoTKPWsfjjy+sMZKzGc3bmLrG545VaboBRdvkx85OYPaJcLv1y2FnxjQI6oP+3KCl4AYRW23F5D892V/ItsFm26PjhQgEo33N7MPakN7O53avM2xTKOxX3n/+7DgtJ6DW9UGCFKoEHsSS2UqG58+Os9Zy92wHDDs67oXdG/9w5rrR9vidHy1wbatLs+ez0rjhu541DepdnysbHaXN3nS5vNEhZ+lkjL4cdMGm0fOxDJ22G1DJ2+QstU5sU+PoSI6zk2VG8y5vLtQRQhDJvoubpkr8GVPgBDF9SXj8UFLImkgEYRzj+hG9vq/7SN6i7YUEiQ+7OiDUux5RLDnSz45nKrmPrEftBhFeEPH+WqvvM6HGG4crfgMnub0wnLiUMibbPZ+OG2KbGovbXZa2u+RsA1PTOD1RpOkE+17vnUx03G2kQT5Fgjs5pe5Wt9M1wX+6vIUxNGDrBBGNrnK0A7VECxmTat5OqgO3IlA9OltOnOu8MOadpSbVvMkTc1UKtsHbSw1WGi69IOLxI5U+EzmgkDEJopimE+CFEeWc0sP+KMRy7ieGbYob2M8t7qm5Km0vZKne67uSCY5UcxRsndGCzc8/PbfnYe5ON/6MqXN0JMev/tipvo/9Ni03JIxiZZ/acpFAMWuiCeh6IVc3u2RNjYemNYIowur7uecsjTOTVRw/4nPHRuj6AYamK2U8TWCbOjnbJGNpuKESjslaBlEMpq7jhjFCSqZLFhGqp1/vehi6RtcLVUC31AElbxssbfcIZYyuQ73rYxsauqap0bm+38BH1aP2w5i3l1tkDK3/WfStpPtVwqePjewbWHcnLgNPgvfXWrw6v03Ut639zJEyJ8eLzNd6/NYPF/Y9mNzuRMe9gDTIp0hwp5uVG0Q71O1mKtnEMjLqa2CbhkYkJa4f7sikh6sD+xGoHp0t8wdvriY8gffXWlimhuPHvDq/zVNHq6y1XCbLGTpuyErD4ZkTI1xab7NU7wGga2oha0Ik8pUfJiDfbwzbFDdjEKwHgWAgdjOwWx6Qs6JYJvdoZQ/t+g+78Q8OHU/OVQB1sPij99bw/IhixmS75xHEYBnqejRNsN5yOTtZ4sm5CqYuWOj7P/T8KJHhPX+syq+/ON9ftyowLm07im1Pf91qN3gpQig529G8Tb3rk7EMvCDqjxaGxHFMz48Se9tyVs2sLzUcLF19ls+eGE24NPDR9KhfW6hTzZu4QbyDW1PKmrScgDcWt/nqE7P7Bnm42XzIMjTmRnLkbYOOG3J6okjOMijYxi0PJrcz0XEvIA3yKRLc6Wa1+3BwcrzAVsen5fpK81oqGnHXC8mYxg7jjeHqQCVn7UnA+cY7q0m5bcCWH7CQW07A5fU2oBZ+IWOwUOsSxcrLWtMEcSwZL2b4q184zkQx85GU1u83hm2K/bE7EOxmXh+mz/pRbPwDF0Q/iFjadijnLNpuQNx3WoviGIQka+p03BAvUM54j86U9zXSeXSmxBsLDa7VuuQtnc22OrwYhoYXxgT9wC0QVHMmMpJoAk5PFDkSRFzb6uAEESfH8moszg0wdA1DE2RMjbGiTSwltqlzpJqjuOtg+2F71IMD2FNzVV6Zr9NyfQr2jWw+JqbRlZw/Vt3z7/dKXAZ7SLk/Drl7pv5WB5M7UWe8m0iDfIoduJPNavfhIGvqPHNihKubHRa3e7TdkJG8MqEZZrPC3tWB3cS63SNxQHKiL2QMNjseUqpZ4CiWLPf7dtW81XfVillvufze6yv80heO75mN3Q7uR4Ztiv3xUfRZP4qNf7COXrxSg74bX9dTzm49P1ClZaAXxAgBlqHvGAcdZPDD5LPnTo3xzXfWqHd9Zqs5Njo+URT3td9VFp+zdB6bLaFrGhfX28yN3phqqeZNbE9D15XzW9uNODJicHxUvWat47NYdzgzUdzTte3D9qgHB7C8bSR7ytJ2T2kZCMGRPjHR2kXW3f2ZDicuwxM3LdffUVkcvO9bHUzuJ9nbNMin2IE73ax2Hw6yps7DUyXKWZNiRme6nOXkePGmv7tVKXOvLAtIGL7KtlIwXrTY7qpMI4pVVjQ4CPT8UJVg4/iOM+xhct39yLBNsT8+qj7rR7HxP3dqjAurLYIgxtVDnCACqRzfDF0x2VtemGT1g/us1vX2PITbhsq2M5bOSt0hZ+lEsbpvB+S9jKnz5dPjuGHMcr1H1w1YbvTouCHFjEm1L9YzU8kwW80xU8lQ6/g4QZRUrwwBErlDSvZ2Pru9MFhzYRQTxXvT6uL+zw96/t17k6lrxFLScDxsY2dlEW7vYHIvB/cB0iCf4ibcyWa13+Hg8SNl/uLnj/IHb67eUSlzd5alTCpu9PwHI3FnJoq8cn2blbrDdEW9RiwlHS/A1JWOtqVrt51h70WuOztZuMl8Zxj3IsM2xcG4kwrWflMVh1kv+/1tOWvyy186yXurbV6+ViOIlJWqqQsyho6mCSwdNMNgpe6Stw0aPX/fcbXBa5wYK/DwVInx5QZbHZ+ibSTZcNsL0XWB54acGMsTS6jqguOjeUxdJ4gi3l1ukrEMxgrK8hVURqxY721em9+m7iii65FqlmOjeTpesOdnd6tplN1rbr7W4/JmNwn05f4BPpaSK5tdZisZvDA+MOvevTflLQ2E4OljIzsqi3Bvkuc+DNIgn2Jf3O4p9aDDwZ2WMvfKsoZ7/nEMs9UsOctgppplYbu3Qw50ppLl6EgOKZXz3e1k2PuR6y5vdNlse2hCJKYlw3jQNolPA26ngvVhpioO+7dfPDXCi1c2EVIFU8vQiWRMy4mIY5gomdR7Pk8fq/DXvnRi39bR8CHZ1DXOTZd5+do2XT+kYKvXkxK2ux7FjMVsNcuFlTbTlRtCNhI1Kuf4yuTJ1DUcfxDc6+qgLZRzXBhFXFxvc3Wzyy98dpafODeVvK+D3vuwdO1uA5lixuTrry7S9aKEPDswsqnmTSZK9i0rdLv3Jj+M+fpryzQdH0u/98lzHwZpkE/xieDDlDL3agU8fazKG4t16t2AnKmz0Xb57LEqtq4xVc4SSyUTurjd46WrNUBtDHlLww/jW74mHEyuc4OI9ZaLZWr3BcM2xa1xmHv0w0xV3Opvf/7pWdwg5vdeX6bjhTw6U2Gz7bLSdBMCXj6jM1vJJD17Q9f5+qvLhx75GubLrDQcOm7IeNHi8SMVzh+r8k+/e5VSztxBcBMoi9usqYGUtJ2A1xbrrDQcDF2QMQ1cP0zY/8/NVej5ETnL2BHg93rvbyw0+OY7a6qlYOqJJsD5oyNJlcw2NCaKNtu6z+J2l7FiZoeRjWUcvkJ3O4nHg6J/kQb5FB8ZDqt5f7sLxjY0/tzjU7y52ODieidZkF99YobzR6tYhpY870BUp5QxeX1hmyCUFPtM/IbjgRB8/bX9N8UBbkWuO1LNEUvJmb7d5r3OsE1xeBx0j36YqYr9/raUMXl1ocbbSw0Atjo+J8bymLrgsdkKp8YjLq632O765PrjaSXbxC5onBjLU+t6tzXyNcyXMXXBL37+GBOlDI2er8bgTo4mh4CBvP7R0RwC0DTBpc12kg1nTB0viKnkbao5m5YTsNp0eXiqxLsrLZ47OYoEvndp86b37ocx12rd/rieYue/tdRAQ/Dy9RrPHFfjeEEUY+gap8aLNB2fZ0+MkLWMHb3/IFLk2slS5tD7y36HuqYTJJocA9zP6zoN8ik+Enwcc+P79cOfmKsy0T/578ZgQ3t1oYYfxJRzFrGUtFwf2zB4+tgITce/ZXnvMOQ629D58plxfuqRqQfixJ/iYHyYqYq9pkSCKCaMJa8v1PGDmCiOEUIwUbLZbHu0nZAoklTzNrZpcGzUTKRZnSBiupw9lMnSQXyZvUynLF3j0ZnyDr2AMJa8dLXGdtcjiiT5jE4swQtidA3GC8oeemAMc3Qkx+WNNv/ghcsYmuCV63VOTxYoZc2kB351q0MQSqbKWdaaLsdGcmhCUM5atJyAq1vKLdLUNeJY4vdV9oyhEUcniLi83ubyRqdf2dBuuUfsxvC6fRD1L9Ign+IjwUc9N35QP3yp7vKXPn903w3t55+e5e2lBjFyR29+ML5n6bcecTvsWJWANMB/SnC7UxV7TWT4UczVtU5fnhU22y5CCI6O5Gk6PvR5Ix0/ZLvns9aKsBoOYRQzWrCVS6MbkLPMhBX+UY58HR/NcXWry2wlt0MvwNTh5FiemYpaO8JTmfhE0Waib+sK9DXtY168WqPnRXzuuGqd5W2D9ZbHdjfgmRMjGJpI3CEHplGJI5+UOw4LC9s9al2fdq0LwOWNLGcmiiDg5Wvb1Ls+pycKjBUyXN5o88Or2/z2Dxd5dLbE08eqt5WBP4j6F2mQT/Gh8XHMjX+YxWbpGqcmCowV7B3KZcPPc6tN8VZjVQMlvX/2/WuEcUwYSR4/UubHzk7cdyf9FIfDYQ9+fhjz799c5q2lJoYuMDSVXTYdn/fX2kSxaiFJCct1B4Tk6laHas4CJFc3O8QSKjkTx9coZAyubnbxGw45y2C2kuXMZOm23NOG38OwBsWg7P7agvKB8IKIt5dbXNvq8mRfMnrANankLH7+/Cz/x3+6RjVnMVPpsNH2d5XNI7Y6PjlT51yffBpEaq6/YBt0vICrmx1OjOUZzKoPJmSyprFjciaIYl66uo0QMDeS44O1NllLY73pUu/5FCyl7V/Nmxyp5nj5eq1fGcjQ8QI6bnioDHzwOQh4IPUv0iCf4kPjo54bd4OINxcbVHPWTXO3cOvFNviZJsRN9qBw+E1xv7GqpXqP99danBjL03ID1pousZS8sdjgTy5s8Lf/zEOJTn+KBweHmaefKmX4n//wAksNNZOuCcFUKYMfxirAh5K5/kSGH8UgIGcaNByfsYIABG4QJWpsmhYzU85haBpL9R5HR7M8fqR60+vezjTHcBtsENSreZOn5qrky1nGihneXKzznfc3eHRWPa8qgVcoZU2emKtwYbXNmckS9d52vxWmU+v6rDYc2m5INWfhBTGOH5G1dGYqWZa2HbKWzuJ2rx/kZTLmOhCkGUzONByPetdnrJihYKk++dGRLOPFDFsdj82Ox+Veh2eOj3B6opiU/kv9QF6wTdZaLg9Pl/blLOxuB7pBxHK9RyVr7ZDmHeB+1b9Ig3yKD42PQjEM1OLZaHv84PImP5qvU+z7Y+/2fb7VYrtTcZPdbNr9epkAJ8byrDY9gihOSo7lrGS54fL3vvkBf/fnHksz+gcQB83TCyH4wZUttto+0+VskqWutz22Op4aQUNJMRcyhlorUok1ZU1dCdwgyFg6Thj2VdwEQkDW0ijYBj0/Tu7RO5nm2N0Ge39NGb+4Qcwr83WeOTFCwTb44ulxlupdpstZ8rbOW0tN3lttYWgaJ8ZyIKDZV9i7tN7ilet1vDDG1AXTZZvjYwW2uz4vX6/x+GwFL4hZrPeIY0mEZGLVppq3WNruUc3bSethwP7/0bUaPT9iq+1yfSukmDGo5CwsQ+PZk6M4QcT3Lm7y8HQJICn9DzBoAQRRvGdSsFc70A0i3lhs8NLVGs+eHL0p0N+v+hdpkE/xofFhFcMGJ+pX5+u8u9zCiyIcP2K8oGxpB77Pz5wY6W+Gt15styNucqupgOFepkCV6FtuQBDFlHZtLFPlDEsNh+9e3ODPPzF7B59minsZB83TNx2fFy/XmCpndhqpZExqXZc4loz057rX+w5zliF29uSBk2MFNjse602HQsag54ccHcnz7Mkx3llusNp0sA19z2mOvca+hn823AYbaLgPnN1ars/VTUV2A8iYBr/x0jwF26CQMXZUJTKmzvHRPNe2unS8kJGCxYnRPCfG8rwyX8fUb7aZfmiqyFbbY73lcq3WRUORDI9Uc4ksbRRLmo7PsdE8Wy2PbMbg+FghUakb9oAXQgVmlViI5DMHkhbAQLp3d1KwVztQVSyKXFrvJKS/Ydyv+hdpkE/xkeBODTqGT9QdLyRj6YzZNte2Onyw1ubhqRKljLljAzrMYjusuMlh2bSDTbPR8wnjmLWmuyNzGEATSnr0raUmP/XI1H23IaS4NfYisQH8r3/0QVKi341SxmKh5jCSh9MTBc5Nl3aw67teqEbUhMrcC5ZBabLIk3MVihkzccM7PVHkV750AsnNrPDdB9VBSfzaluKPhFHMfK3HU0dVuX9Ywx1UiXughe8GEX/87hotJ+DEWIGMqSdVie1ewPFRpRn/K186wT944TKfOz6aXMtwX33YZlrXNIpZg1MTo5yeKLLd9Tk9kSdnGXsemF5fUC273QemlutzfavLRFGN7E2UMgxK/4PHDrcAdicFB3GITo4X2Gh7XFxvc2q8cMcVk3sJaZBP8ZHgTjXvByfqkbzFW0uNpPR9dCTPhdUmC9tdTo4XKNgmS/VeXwvfPNRiOwyj+HYJfhlTJ4x2bijDiKVE00DvZxlpkH9wMXw/NXo+hqYC9F73hqlr5G2NjhcmRNAB1+SZ46O8ulADqSORbLQ8zkwWmBvJYQy1vwaH2/Iug6W9DqodL+Rrry4hgB9/aIKCbdB2A16dbyRlefX6N+5lKSW9IOKNxTofrCmbZkPT2Gp7TJQyWIaWBNmWEyh3uKOVm9bVoK9e73m0nADT0AgiSdf3MXU9IQ3ahs61rR5/8yunbzow/cMXLnNqPM96y0v67AMUbJPLGx3+wmePsN0NqHU9pkoZ1lsehYyxQ8p6+HMbDvKwN4co29cJeOV67cCKyf2ENMin+Mhwu6p2wydqL1QLb7A5mrrGQ1MlFrd7NHo+miboehGnxvP85CNTt7XY9ruOO5kKyJg6jx8p88Zig3L25s2844ZMlTKYfYGeFJ8OZEwdQ9eSYLM7MMVSkjGU4Eut6+2odjVdn8/MVhPFu9/50QLXtros1XtJXz9vG5yZLO55uN3roDpf66r7T6r/fnSmTMbUyds6XhgmVbGZipKC9sKYWsel1vFZrTt4YYwuNIoZk7YX0qt1OD6q1OUGpLZyTk0IgFpLsVTSuYO++oXVJte2uggEjh9yZCS3L7dmYLML6sAEyu52u+cnHIZhOVtD13ju1CjlrMWLV7Z4za9zvdaj7QacnihwerKIpWustZybMvBbcYgsXdu3YnI/Ig3yKT5yHHZRDJ+od7vLAdiGzljR5vMnRpRiXc/nzz0+85EtuDudCvixsxP8yYUNlhtu0n8dbD6mIShljfuyd5fizjHgpbyx0NgzMK01HY6N5vnbf+Yh3l1u7lvtajoBhqb1R8b78+MI9e89jNj2OqgmvfZ+O2nYjnamkmWl7iQ/m6lkefnaNn4U4wUhedsgb+vUnYAokmQtnYyh4wQRWx2PmYoiFEZ9W2dNCPww5hvvrJG3DUAmcrOfma1wbavLsdEcTxyp3jQlsx+3JhHlMTSeOT7K1a2d6ntTpQzFjMFEUanbDRKLjbabqGLWu/6+GfhhOUS7Kyb3K9Ign+KuYbd5xnAvD26QZ3KWQa3r8cRcZd+M/CCy0YcVvNn99+Wsyd/+Mw/x9775gRqVMg00TW0+paxBJWffl727FB8OA17KcSQtJ2St5RLH0AtCjlSyyWjlXDW3b7XrxStbAHzx9Hiiijco7e/VPtrroKp67TeqYgOWualrnBwrsNXx2O74uEHESsNhomRT7/jUuz5ZU7De8ojjGAGst1xmylkMHeo9j8lSBiHA8SJOT+T5+mvLAJRzJlEck7MMVhsuGy2Pk+M5jlZzib3rbuzHrdkdhHer79W6Ho9M7/y7jKlzdCTP0ZH8odb+nXKI7kekQT7FXcPuxTzsLpc1DZqOGkXazyt7b7JRDhBc2+omPzuIgXynUwFz1Rx/9+ce47sXN3hrqYkuBKah3de9uxQfDrt5KeWsSST3FknaKwDtzsp3izjt1z6CnQfV4aoYkLDMAbKWztPHRnhjYZutjscHa23ytsHpySIdP8QydDKmRscNaTkBHS/k6lYnEcVZrHfRhODYSA5T13EDj2OjeSZKmUTvPooljV7AsVF1sLkTm+m9POA1IQ5tT32rKtqdcojuR6RB/hD49re/zT/+x/+Y559/nueff55HHnkEsQfp6tOMO3Vs2r2YHz9S5gdXtnh/pY7QoOuFjOQtfuGz0zfZff7aD67T8cLElKLjhXz91WUk8JWHJsj3N6YBU/5nn5hOSqUDKAYyd3SiL2dN/vwTs6l2fYoEH8Zt8U7aR3sdVIerYkgSlvkAHS/gq0/O8tTRCv/se9c4Us1xYbWFEIK8qSOEIGuq8TchwNAEXhihC8F606Wat/irXzzOty9sJAeSrKmIblEcs1R3yGcM3lxs8sZCfce6O2wwVaZU07y5WP/YDKA+zHd1PyEN8ofA5uYmL7/8Ml/72tcAGB8f58d//MfToM+H89aGnSfqV+frvLPcIoolXzwzxrHRHDnLoOkE/MGbq8k4W9MJ+EcvXOb1hQZ52+DiepuZShY/jLENHYTkep9sNGDKz9c6/L1vfsDR0fyOUbn5Wg8EHB/JcW2rd0ebyYO6OaS4c9zJPXGn7aO9Ss/H+jPscSyZKCp5592ZsN0nh0axZL3lMl6wabtKmMfpBz1NE1i6hhdGTJRsnjo6QjlrcGWjA9w4kDhBxMvXtgmimJG8jSYEdXzeWW4lXhN7BdPdycH+plSVpAf/UeNBX79Cyj3YHPcxPvvZz8pXXnnlI39eKSXXr1/nO9/5Dt/5znd44YUXWFxcBHYG/a985SucO3fuUxH0h0d3xgp2Eji3Oh4ZU79tx6Z//+Yy7yy3bso8QGXaj0yrwPtrP7jOdy9tMlnKYGhKJKPp+Cxu93hoqoSpa7TdgOcfmkie5+2lBpc3O/zs4zP7PveDfqJPcXdxmGrXN95Z3bd9NLhP9/JsGA6OUoIXRgRRzHK9R6MXIoGJos1PPjLJT5ybTNblN95Z5bWFOpfWO2RNg+u1DkEkafT8fkavYRk6fhTzXz45w0QpSxRLVhpq9n6mkkPXBO+uNG/i0wzW4KCHPnzd+7Xa5rcdkBy4nzwoPu8fMfYNOGkmf0gIIThx4gQnTpzgr/21v5YE/RdeeCEJ+sOZ/iDLf/755x/YoP9ROja5QcTF9Q5Hqrk9s5hBPzKIYtpeQME2MLQbzleqNA+1js9MJbuDbBREMWstN/GmPkgLv/KAMGpTfPLYL/jcTrXruVNjXFrvcL3WYaqUPbQYy3DpeaPt8XuvLxPGklPjRWIpcYOIlhOw3vL2fL2Oq5j1x0cLrDR7bLRiDF1g6kZfDEqjmld2srom0PvytgvbDiN56yZZ2Y4bJof13VyC/QSovn1hg3ov4CfOTSZ7wPB+8u0L6+Qs/YHxef+kkAb5O8Rw0P/lX/5lpJRcu3ZtR6b/u7/7u8CDE/SHNzH4aB2bDtOPDMKYt5aaTJezXFrv7Bi304XANtSY3XjR3kE2CiLlQ60LsSfL9341nkhxb+CgIA4c2p988DwtN2C57vD6fIOxosVcNcf5Q1qmZkyd91aahLFMDt866r4vZsybDt/lrMkvfeE4HS/k9YUGOVunYBlMljPMVrIUbJOuHyTe9XCjbfDlM+N8/bVllhu9ZC0Oj5KeHNvbCnev5CCWkp4fYRlih7TuAAXb5GuvLPHU0QpT5ewD4fP+SSEN8h8RhBCcPHmSkydP3hT0B9n+IOhPTEzsCPoPP/zwPR3099rEjo/m8BLd6Jtxu4HzMP3ISEoMXZAx9ZvG7XRNo5K3WW+6tFyfoyP5IS9sja4fcnqisGeQv1+NJ1LcfdxKFnmyZB2q2jX8PEdH8pwYK+AGEWsth6JtHjpbvROBJ9vQ+MVnj4GUXK11iSIlCHN1s6Pm0UvZRD0O1NTJ2UkljPPz52f54bUar883QPpoGsmc/MDgZXh97Xd9PT8kiCTlrMnido8j1Sw5y0jW63ytSxDHVPPWnln+/ejz/kkhDfIfEw4K+oPA/2/+zb8B7u2gv98mdnWry9vLLWUFad+5nesAB42zBVHMcqPHueki17Z6RLHcMW5XsJUUbjVnslLvEYSSY307zyiW1LoeRyrZHWYyw7hfjScGSHuUdw8HtayW6j3eXqrz3KnxPf92OODuZ5hyfLRwW0Hsdhj6XhjfsJwNY95YahJGEVlTp5Iz6XohbhirUTxJ32a5y0ZLOepdXFfku0dnSvyFzx7h6mZ3Tz7N8PoaqNklhD0/4upWh8XtHvNbXcI4JoglfhST7R/m50ZyLNV7O4L+fp/jbkKfgAdCte7DIA3ynxD2CvpXr16954P+fpvYbCXHta0uby7W+eLpmzexOwmcu1nCfhhzeaPN5c0OpqYhpeq/L9d7HB3N88yJkWQ2VwJtN+DLZ8Z48miVpbpDywkSpvwvfHbujuZ17+UA+mEnG1J8ONwqay5nTTbbPrGU6HvwogYBt+n4t5V9H3RPKm+FmI4bYJv6vipzfhjz9deW6XgB5YzJZrujzHVQwk5PzlUwdY2F7R4X19q8Ml9jrppjs69jP+DODKoWABlLv0myd7PjYmoaj8yUd1T1oljihzEvX68RhEq2VwJeGCOBZi+gOmax2nBZbaq1/MhM+ZbttsHB5dX5Ost1h822x3jR4shttDweNKRB/i5BCMGpU6c4deoUf/2v//V7MujfahN7cq7Kd97f6PtO5w4dOPdDOWvy80/P8r2Lm7y70uTCaocwjpUW9YTSol6q97iw1kIiOVLN8+hMmdlKltcX6hiaoJgxWao7e47d3I74xe0G0E/6MHBY97wUHx9ulTVnTB3Zf9xBbaLBgNOtsu+Ntsd7K81978nBPTtf6/LKfJ2CbajS+ZBe/ODw/f3LW7y93MDxI+JYcr3WY6JkM1HM4PgRq02XR2fKPDpT5tR4gdWmw8PTRbKWsW/r4fhIboejnB9GCCFwZMTvvrKYXO+JsRzzNYetjkcQSkpZ5X6XMXXcMMI2NCIpqXV9pkoZVhoOXT9KqnP7fY6Dg0uj53O9pip+k+UMPS/i2pbyAfg0ro27OkInhPhp4O8DOvDPpJT/y67fHwX+FVDpP+b/LqX8w4Oe8+MaofukIaXkypUrSdD/zne+w/KykpCcnJzcEfQfeuihjyXoN3o+//z715guZ/d9zLWtDg9PFbleu7MZ8wF2B9WLa20kkqePjdxk6TpfU2p2lqGpg8hyi2re5Im5aqLMddAY360C8u2MBt6tbPpOR61SfHRwg4h/+MLl5JC1G1EsefHKFifG8sxWczf9fnh081bPs7DdpZQxCWO55z35s09M8wdvruIGEXnb4NX5bbwgBqE8IJ4+VqXjBWRNg596dIK/8+/exTK1/nPGXF7vIDSBLgTHRnO4QbRjBPXqVhsviBPb2b2ucaPt8je/chqAjbbL772+suf1IiAMY16+vq1kchF8sNYCIRFCI2/ptN0QP4w5PppjppJlq+NxdrJ44OcIcGG1zVbH28HXAWg5AdOVDKMF60FdG/feCJ0QQgf+IfBTwBLwIyHE70sp3xt62P8T+DdSyv9dCPEI8IfA8U/8Yu8ChBCcPn2a06dP8yu/8it7Bv3f+Z3fAWBqampH0D979uxHEvQPQ4bLmDp/7vEZgDvOZHdnpbGUvBU2EQJeub7NE0Oe2gBHqjk22i6/8qUT/Md3VoljydHRG0S7WxFybnWNhx0N3Et175PIpu+EXJXio8dhZJF/8pFJ1lvegW2iwzyPJsQOxjzsvCd/48V5Mqae/H7Y2GW76/HGQp2vPjnDc6fG+NZ7a4SxZCKrxkV1oSxybUOJ3tS6Prn+uGkYSS5vtHl/rYUmBEt15yZi3eBahh3l3ltpHXi905Us4wWbrhcqc5wwZrKcYbxg9z3gY+o9n+dOj1LKWFzb6qBr2r6f4/ljVX79xXmquRuW1cMoZAxWGg6nxgufurVxN8v1zwCXpZRXAYQQ/xr4OWA4yEug1P/vMrDyiV7hPYRbBf0XXniBf/2v/zVwI+gPBHruNNO/XW33O100u4Oq50eqZxfFrDdVT268mNlRenSDiP/4zipff3WZvG1wdat70+ZzECFnv0B/2AB6/liVf/69azep7p0cK3zsjN87dc9L8dHjVkYnP3FuElD3+JuLDYJIYuqCJ+YqO6o9Bz2PqWm4UlWV9kIla/EfL6/yM5+5ca9lLT0xdnGDiEbP5/mHJgC4vNEha+nJ2JuuaZRzFs2e6uM3uh5ZM0sYS165XmO763FyPM92NyBvKwOarY7HM8dHb4tBP3y9VzbbzFYzTJdz+GHEi1drlLNWMhIr+uOuWdNIkom//NxRXpuv79luG1SkB3r9uy2gNaEc/WIpP3Vr424G+VlgcejfS8Dndz3m7wJ/JIT474E88JOfzKXd+9gr6F++fJk//dM/3Tfo30mm/3G7Ne21IShFLQdDF5SyJn4YkbMMluoOKw2Xz8yWeHe5RSRjcrZOJWcRS3nT5jOYrV9vuWRNndcW6rcsqx8mgLpBxL/8T9d5baG+Q3Vv+PU/zmz6TuVPU3z0OIzRSdMJksfvt+wOep5HZkr87itL+96TsZRJANuNgclN2w2Te9vQNY5Us6w23MT3frxg03EDvCDGDWMqWZPvfrDBlc1OciDWNY2mEzCat2k5AVe3bsyzH8SgH8AJooQo23ZDKlmD5YbL08dGOFLN7biejhckTP2leo9T43lKmf215gfvbRDchzU0Bv8W/d9/2tbGvU68+4vAv5RS/q9CiOeAXxdCPCaljIcfJIT4VeBXAY4ePXoXLvPuQwjBmTNnOHPmzKEz/cME/Y/brWmvoLqw3euXCyV6v0y52uzR8WL8MOLCapOZSoaJYpZrmzeEOEpZM9l8To4VFDN/o4MfRVxY7VDNmzw1V73JuGa4rH6YALpcd5iq2Dep7g2//qMz5Y8tY/gw7nkpPnocZHQy3IqaqeQS9bm3l5s33Xv7Pc9gjey+JwdWtHF8I4Dthb0OfcdG82x1vMT33tQ1jo3mub7VxfFDXl+os9H20IXADWO8IKaUM4limVzroPzdcPwdB/691tCwtn2+P3J7/tgI/+nyFn/87hpPHa2yrrnqgCAktqEIft+/vEm9GxBGMddrl5N9Z7cy5fCa2K2hATcU+BqO/6lbG3czyC8Dc0P/PtL/2TD+OvDTAFLKF4UQGWAM2Bh+kJTynwD/BBTx7uO64PsJ+2X6twr6X/nKVzhz5syOoP9h3ZpuNfIDNzaEIIpZaTjMjeSYr3VpuwFNx0cTgoypIWONuu+RMXReX6gzVrCpdf1kQRcyBgu1Lustl5YTcHqygBdKMoaGG8S8Ml/nmRMjZPv9y91l9VsF0NWmA0iOVPI7DhgDDPf+Ps6M4dPkh32/YK/7e9CKKmVN3l9rsdJwkt9lLZ1vX7D5r84fOfB5dt+Tg9ly9VyCjhdQyVust9w9Gei7D32D5xru2wdRTKMX4AQRINhq+0hA9O+rlhfS9UMKGQM/jOl6IW03ZLXp8PSu0bS91tDVzQ5BFFPKqIPwTCWLbehMl7O8sVjnj99bo5Ax0IDRgs1kyealKzWqeZOvPDyREGoP4rsM1kTBNtA1Qcv1yVkGPU+JdhVs/VO5Nu5mkP8RcEYIcQIV3P8vwF/a9ZgF4CeAfymEOAdkgM1P9CofEAxn+n/jb/yNA4P+9PT0jkx/EPRvN7gfhnm+e0MIIlWksQ0lBPL2cgPRL7H5YUwxa+CEFpW8heurmVpT13aI4mx3fWxDY7yU5fhonpeu1ihm1e9arr9DNnOvsvqB/VFdcKSa21N1D270/tZaDuePVj+2IP9p8sO+XzFoRZUyZpLFFjNmIv/acgO+9soSXzoztm//eoDBPTlf63B1U42H5W2Dnh9SyVnMVjK8v6bW2fAM+16HvsFzNV2fh6dKHB3J8eLVGhlD3asDfYkoAmRMxtKJI4kTxHihjx9Knn9ojLmRHH/rK6cp7+H3MLyGCpbBfK1LsR/gTUMwU84mM/IPT5doOwHPnBihF0RkDJ1KzqBoGzvY9Lci1A6viVhKluo91ptuIg381NF0Tv4ThZQyFEL8LeCbqPG4fyGlfFcI8f8BXpFS/j7wfwX+qRDif0CR8P5r+aDZ5t0l7BX0L126tIO9/9u//dvA/kH/INzOHPfwhlDpM37DWGULpq5xbrqEoavxnlgqExqBoJAxqHU8nj05ysJ2L8lItrsBXz47xkNTpT4hR6AJ9fqWrrO43ePsZBFT1/YkqR0UQM8frfLrL83vq7o3uO6BFOnHiU+LH/b9ikGZ/Xqtm2SxA2hCUMlaLHs9vndxk59/em6/pwFu3JP/6IXLNByfvG3Q9cIdZFTbUK2jjbZ74KFv8FzfvbjBW0tN5rd79LyI05MFrm528YIITdOwUOpzPT9CEwJTE0RS4gYhVza6nBjL70syKGdNfvaJaX7jxXm+d3GVtZaLpWscHc3z9JFRtVb7M/KgKga2qVPN20oL40rzUEqBu+/33WsiVby7yz35/sz7H+762d8Z+u/3gC9+0tf1aYQQgrNnz3L27Fl+9Vd/9aag/8ILLyRBf2ZmZkfQP3369E1B/3Yc6nYH1YypsdHyODqaJZKSnHXjNu26PkdHczhBRCljIvvPO2ASX93skLcNnpyrAoO+ZcRSPaDlhoDECyLeXmpwbrqMZWg7WMGDYHlQAB2uPOxW3eu6IeePVfmlLxz/xDKGT/MGdi9joD63VO9Rzt6c7cb9e/v9tRZrTYdKzjrwe7QNDcvQ+JnHpomlTEh1Axyp5pPR0oMC26DCpmRpJZtNlzOTRY5Uclzf6hJJMDUQQiOII6JIohtCBXQZ40eyr2lv7ztB0nQC/uDNVTKmzs88Ns13L21SzJh4YczrCw28IExc7QakuMF7OaxS4EF8l3RN3MC9TrxLcZdwq6D/J3/yJ/zWb/0WcHPQP3LsxG3Pce9llekEYbLYQTFuTV3n6WNl3lpq0nA8pBT9uVqlUT9WsJViVr/HH0aSjhfS6AaUsyZSAFKy2fFoX69xfDTHQ1NF/vi9Nd5aamLoAkPTkgxokB0NY3c5f6AKNjAT+SQDfIp7FxlT5/REgVfm61RzNweretcHAa8vNPnn37+WtK4OUlUcPO9eGEyTNJwg0W3Yjd3aDrE0KeU6bHV8tns+cQy6BlGsnk8AmgYxEmJJHEPW0jh/rMrYARn18CE/iGKmShk2Ox7VnE2t61LvBYwW1P4wzKQfvL+BUiDcsIze7YKXBvHDIQ3yKQ6FvYL+xYsX9wz609MzTD18nvOf/xKPnH+WybnjOzL9g07iGVPn6EiOX/rCcV68ssX1rS6rTecmic5nTozw6vy2Cthtb0dp8sUrW0mmfXWrQzFj4odqNEgiqeRtylnlge2HMQu1Hlt9ARBNCKZKGV66WuOb76wxVrR3ZPCDDXivcv75Q/b8blcC917Wz09xML58ZpyvvaqkVkvZG/34etdnreUyWbTJ2zpHqjk0IQ4klh00+eH4UTJNIjR2HFSH1Rn/0QuXd2g7TBQzRLGknDcSi1hV1YqR8aAzKiCWRFLJqpUyFlnL2HcdD3MR3l1pJm00JczjM1nK0HZ7eGGEF0aYulrzPV+15zQhKGUMXr5aI5QSTWiATHQomu5Hy5B/0NfXXZW1/TjwoMja3m8YDvrf/pMX+Ma3/oT2tuJIVseneOT8s5w7/yznzj/H2MxRNjsef/Mrp2+5qDZaLr/5w3mCSDI95CM9IBT9/PlZLEPbc2yp7fq8u9KmnDUJopjFepeeFzNRsum4IUEUs9FyyZhqk50oKe5Aveez1nQpZQzOThX5zGxlX1nb23G7ul0J3NSA5sHAv31tkW9f2KDnR4qxDoSxcnYzDcFE0eb0RDHJVg+SJd5LztjxI16+XqPe9Tk1UdjzfgX4tR9c57uXNndoO3TckO2eRzFjUs1ZbHc96j2fpbpDFMd0vRgNlc1rmppwmSnnODqa4+ljI9S7Hn/1C8d3tBoaPZ9/9J0rzNd6BFFMwTbQhMALIxa3e+pzkJJqzuTURBEJ1DoeIAiiiJYb0HZDglCiaTBZzDBWtHH9CC+K+dzxEX7x2aNYuvahAvMDtr72JUmlQT7Fx4L/+PYKf/rym2xeeoP3Xn2RC6+9RLMf9Mtjk5z//Bf5S//Fz/D8889z6tSpA4l8w4vxsCzyphPwrffW+O0fLVKwDQTK53q8ZPPWQpNYStpewKX1DrPVbFKmPDFWYLPtsdFWpfhCxtih4b17Az7sRnE7evh38vgU9y6GD53lrPJD/96lLaI4ouNGyZw6qHv02Giethskh+DhTNMLY37rhws4QZhMfry91ODKZodq3k7GQwcY1nV/baHOpfXOTfyAWsej5QWM5i2iCD5zpMQLH2xwfauLG8QYusDSNQq2QSlncXq8QMsJ6PoBU6UspyaU1/xwi+tv/84b9IIoIdLueL2ui4bg3HSRt5Zb2LpGsX8Qf3+tRdMJKNoGD02VqHd9NjpqXn+2oloQs9XsDtnaO/XKeMDWVxrkU3yyGCyiwWakCVi6dpkfvfR9rr/9IxbffYWNjXUAZmdnd/T09wv6d1Lm/vvfukg1ZyW2m++uNFltuuQtnfdWmtR7QVIqdYKIYsag5YbYhsAPYyZLGX7s7HhC/hs24hhsuIfZKG7XUCY1oHmwMHwYdPyIV+frSCkpZlUGPSjjd/oTJUdHsvyV547v6Tr36GyZd5fVz4Mw5tX5OqcnlVNjdte6UOqRPQDGixm+1yfA7VaDq3c9pstZrm11eWKujOOHvLXcwtCg1glAqIx6oqS8Jd5faxGEkl/8/FHKOWvHff/z52f5u7//Do4f7zleV+t42Ibg+Ycn+MGVGk6/wrHVdpXdbBCjaVDJ2cyUs0RxTMPxGS9kaHshzV7ATz82lXhFHFRh22+veADX171nUJPiwcZefWtj9Ai/8jd+ledO/Y+UMgYffPBB0tP/1re+xW/+5m8CcOTIkR1B/+TJk3c0p58xdZ6Yq3BhtY1t6rRcn6XtHuWcRRir8SDbVPzdWEoMHba7Prom0IVOLOOExTzAcB/ypau1Q00QuEHEm4sNKjkrIRENYy+/8NSA5sHCMLG06fgs/l4PL4x3ZLqqF23ScDyub3X5vdeXlZHMPiOozz80wXrLRWgwV93bhlXXBEFfEe8gbQdd18jaGk/MlRFCYBkGGUPn5HiB6gmT9bZLrePT9UO22i4F26BcMTH7xNRYKsb9dtfne5c2OVLNMb/dSxT1dpfrixmDr7+6xMPTJZ44UkFKyYtXa2RNg6tbSkq32fOZLNromkY1Z3Nxvc1YwSZn6wkZd/d6G3ByDqqsfdrWVxrkU3xsuNUc98MPP8zDDz/Mf/Pf/DdIKXn//feToP9Hf/RH/MZv/AYAc3NzO4L+iRMnDq29/+hsmW++s8YPLm9hGoLlhst4oDyrDU2ocZ2Ol8h1+mHUz/pVJn+kmt0RlAfMXgGHNrL53sVNXrlep5AxGSYQDcw9dhOYUgOaBxfq+7LQBYj9iqhSUOt4uEF0SzGYQX/9IBlms//zg7Qdmj2fy0HMifEcM+Ustqlzcb3Fu8sNekHMTCWLQJK3dDzbYLSYoeuFRLFMyHWggv2VzQ6zlQxPHxthvtZVBNcoZrXhkLcNzkwW6HohAsF6y2O7G/CZ2TKaGDDoBUJRFoikREdxftp9adr9Dsqvzat2xEEHo3LW/NStrzTIp/jYcZgMXAjBuXPnOHfuHP/tf/vf3hT0v/nNb/Lrv/7rwOGD/mBWdzBOtNJ0kLFks+VSyVs8PFXivdUWfhQnYh/S0JESFusOx0dznJks7XjOgUToYH++lZHNb7y4kBjpFDNque020tk9EpQa0DzYcINoz0x3QIQzdEEMiVDMbuzONG8lw3x6ooBlaFze6O6p7dDs+Yr93nNYaijZ5pyl0/UipABL01hruWhIrtdi2m7ItBtydrLIawuNm5T8VpsOhhBY+g0nvLeXGhiaoJqzabk+R6o51luqItDxApbqPUDd15WsScPxESgbXIAgUivOC9VntzvI65pgsd5jbiTH8dHCjp/vPhh92tZXGuRT3JPYK+hfuHAhCfrf+MY3bhn0B7O6R/t63g9Pl3i72GCz5aPrUO/5aJqgkjMJQknbC7F1gaELIqkxVrCxhmZzhyVCB/PztzKyOTGWZ7aao9ELkjLpbiObvSx7b9eA5kEfA3qQkDF1bFPfkekOWPczlSwTRZvvX9o6cB5+ONPcS4a544W8sVhPzF0ANttecsAYaDvMb3d43w9Zb3nkbZ2sZSAkbHRcen6EoWl0ZQjAbDWHbarD83bH46omqOQsRvM7LXALtsFUJcN6y8UyNSpZi1rXV7K2ro+p65yZLKJrgtWGSyFjst5ymShm2GwrrYutjkveNpLDe9cPMXWwdJ2TYwV2ww0itto+nzs+mvxsYOBj6tptHYweNIOnNMinuC8ghOCRRx7hkUce4b/77/67Wwb9L//YjxNOnuOZ576MLB5N/KnPTZVpuzUcL2K57nBuukSt57PZcilmdKZKGU6MFZipZHl/tclKo4euaXsy+g9jZDNVzgLcVCYtZJR1bjlrUMxYN0ngHtaA5gEbA/rEcDcPRcNBZpDpDgu+LNV7jBetQ7vK7ea/uEHEu8utm8xdNCFYb7nEUmIbunoOwyBn6liGRt5S90uMJIpUmT+IIvS+02LPDzE0wXjRxg0i6l0fy9B2BPmB29vx0QKa6HJmosBbS03arjooDGtdnBwrsNXx6LghkZRMl23WWw4b7YCjo3nGCjabbU/Nz2saXzozTsbQkzbXMNZaDuN9TYthS9sBZipZcpZ+4MHoQTV4Stn1KR4I7A76L7zwHba21Mje6NTs0Jz+sxRGZ3h/rcX3L9c4NZHH0jUmihnmRtRozqAUuNJw+CvPHcU29D2Dwe4JguGNQqDml48PZR2DzWdxu0ckJY4f8YufP8pPPjJ1yzn5/XzKH7AxoI8d98qh6KB7J2saTJYs5mvObbO/3SDiP7y1wtXN7o5+/vDfnpko8OUz4wjgH//pFd5dbrLa8shaOnEsVabe9RECXD/CtjTG8jbnpkuAYLPtcmmjTRwrUuqpiQLjxQxeEGMaImlDrTQcfuXLJxDAP3jhMtPlLBlT35Fhh5Hk3dUmby02KGcN4r7gzmjB5vhYHkMTnJ4o8OWz49iGzq/94DptT43uDdj1mx0XU9NouQETxQyvzNd3zOcPzID8IOZ/+4tPJjyaOxnNvYeRsutTPNjYnek7fsjf+VffZOOD13n/9Rd54wcv8L0//Dqggv5DT36eYOwhHjr+n3Ps+PGbenyDbKmc3V9P/LBGNkk5Xw6uFWSsVqW1h2zu8PMfRFy8HX+AFLdnmvRx41YuggC/9cOFO8o0r9d6SQVpN8YLGS6ud/ipR6Zwg4gwlui6RjVvsdX26HoBioOqJGwjCa4fU5M+K02Hnh/T8wIEghiJE0Rc2+qy2fH53PERzk2VbuKZZEydp49VeWOhQdsLE4tckIwWbJa2e5yeKPBU37VRE4K1poOuafzl544yUcwkAbntqv796/MNxooWR6q5xOr2xStb/P6bK3uaAWkIKnmD1+brOzwzPg0GT2mQT/FAImsZ/MRz57lw/Ax/5hd+CSkly9cu8d5rSpjnzRdfoNv8t7z2G/8zY1NHkiz/kfPPMj4zd+i+3GGNbAaqZEEoKWctOl7AsZEclze6LNUXDgwwe20+n7YxoI8C99qh6FZB5k6shG+XOW5oAj+MCMKIjbZLGEkMXRBEUhnHCPU3GUvrK9hJbF2j0p9/b/bV8mTfZGZQSr/Jw362zG+/vIDjR0z0JwLCOOaNxTpBKPnxsxM7BG4mShmWGz1+eLXGj52dSA5ncyN5jo8VcIMoIe4NPo/zR6v8qx/MYxtKzW+YzGgagifnRvZcEw9qcB8gDfIpHljs7rsdOXmW6eNnePw//z9h6xoPZZr809/597z/+g954wd/wvf+8GsAVCdneOjJZ/kr/9Wf5XrhJzh+/PgtX2uvjWL49TdbHkEoKWSMxGjn9KQSL7mTAPNpGwP6sLiXD0X7BZk7yTQHzndtNyDTF4Aaxu4M+8xkgT95fwMniMiaOpEu6fkhcSyJAU1AxtSwdJ2W4ylNCU1gGxoN1yeSyn9eSskPr9Y4MZbHDaObqg3vLjc5M1Gg4QRstjyEJpCxJGNoTJYsVpoO1byF40dc3eoz/yW8Pt/gzcUGhqYlBNrB+zw2mt+xdixD4zOzJbp+dBOZcTCy2nKCT92aSIN8igcWtyqJlv//7L15nFtnfe//PufoaF9n9Yz38ZLETuzEcUIMzmISSoACvwu9P2gvSwtcSgstLRQKtyXkx6ULpeUWWmjLBVooDfQSbklKINCkIauz2Ymz2Injbezx7Iu2kY50luf3h0ayNKOZkWY0q5/362XISEfnPNJozuf57j6da67azcGTwzzfE2eg+ySnnn+SoePPcOzQQ3z4Z/8XgI0bN1Zk79ci+uXXf+j4IAdPjODzaKQMsyL5COYmMNOVARXjnaqirKoyoPmykjdFtVqaRZd290iGp06P4XWrrIv52dYWmtbChkKGvJE0sB2Bz+0ibzu4NLBsp+A+V1Uy+UJNvMelkLMszo1lQEBTQEdVNQzLYmQ8z/0vDfDfXrWRmy9rL3kbBlMGdz/by3jeKiUTtgTdrIv5OHIuQcir0xvPsiHm5/CEZV8sybMch8PdYzQHvbSGvFOS7ib/7Xh0jfVNgSnJjLD6SuNqRYq8ZFUzmzVU+fwWvPob8OoajuNw9OjRUiLfj3/8Y7797W8DF0T/wIED3HTTTWzcuHHG61+/rZWjfUmaA54pM8BhbgIzuQxockZxemKufc5yLrqbWjWWY210IzP8i/kGiUwen1tjNJPHSjucG81wrD/JzZe2YzlOhYVtTMTTb7msnWN9SR5+ZYjxnIllCzy6SpPfi9ul0tUa4OxIhoSRRojCGFqfu9DL3nIEKoXEz5RmcXlnGL9bq5h8992DZxlO51kT8ZZc6KPjJonMhfI+AbwylMK0RKk/QLGrXcinYzuiVHJaTvnfTtTvrvibmPx3ttpK42pFirzkomC2G+nk51VV5fLLL+fyyy/nIx/5SEn0H3jggSmiv2nTpgpLf7LoF2KfKh6X1lCBKYYDukfGOTU8ju0IAh4XmVzhhqdQSN6SWfZz6z2wUCxEhv/Bk8MkMnlOj4xjWoJL1oQYGc8TH88xlMhxz3O9/OaNXdx82YVKjqJ3I+BxsXdTE7qmcnZ0nIGUQcCtoykKGdPCpamoqkLQXfgOZ0y7lLmuagqm7RDP5GkOuNnYHKywrA+eHMZ2HAKesr+tifa9SSMPikLSKLj7B5O5UqwfCnPm18V8DCRz+D2FbP3t7aGqHSiLv7eLqTSuVqTISyQ1UC76v/M7v4PjOLz44oslS//f//3f+ad/+ifggugXLf0NGzYsiMAUwwFfe+AEiYyJ36MxnrMqYpAyy/4Cy0EAFiLDv5hvkMiaFZZwZ8RHe8iDaU+UmWlqxbkneze2t4eIZ/OkcxY5a8KrJEQpjr2xOUD3aAYVpdSkRkz8y+ZttneF8OpaybKGQuvnNREf8axJX9yo6OIX9OiMjucw8g4hn6swWlYpbBqSRh6vS2NbexhNTdOXKAyvmdzSdvLfTi0huosNKfISSR2Uu1ivuOIKrrjiillFf/Pmzbx6/w1oay9nw+VXs72rq2EC43GpuF0qt16+pjRMp/wmKLPsL7AcBGAhMvwN08ayHfqTRkWGeuHcKppasNaf60nwuh1rpu2s6HNrXLupmWP9SQ53jzFkGDRNdLQbTuVJZi1UFHKOQ8rITzTUUXBp4HO76WoNVVjW5XkQxcY35W18oTBxbs/GGF2tfr7/5DkGU1nGcw4hr4uoH04NpemM+hhM5UhlzNLrZvrbuVhK42pFirxEUgOzuVhVVZ1W9B944AHu/cmPGRkpuPdj7evo2nUN26+8jjf80mt5y6t2z1lgijfSWlugXuwshQAUN4a1DjWqd0Pm1TUsRyAEVbvkOUKgKUppnkL5uSd7N3xujd3rokR8LvrjBtGAzomBcZKGSWfEy6UdYU4OpRlK5bAdiAY0mv0ePLpKyOuq6pUqJPQVNhClzHlACGgNuXn//s14dI1HXxmhJ55hc0vBJV/og28wnM7TGfXS1RJgLJOveXN2sYt7ESnyEskszMXFOln0x8ZzfP9nj/Kz++7nxJEnOfr4f3LoP/6N730Rurq6KmL669evr3ltyzGhbCWwGAIweWNomDbnxzJEfe6qrVnnuiHz6hq71kU4ci5B2CemCH06Z7JmIhFt8nmn825cs6mJfVtaeOj4IEGPzqaWAEOpHH63i0vaw+hamvG8RdSn4/doNAfdDEx4EoqWdTVPQXkb39HxHLvWRWkLe7n3hT46oz5ytkM2b6N5FVRFIehx0Z/I4tdVPvbWS/C4VGmd14kUeYlkFubrYk1kTb7/VA9GaB1vf/cH0d77m5iWzQsvPM+Z55/COPc8P/rRj/jWt74F1Cf6yymhTHKBahtDw7R59lycx0+NcF1X8xShn8+G7IbtbfznsUHOx7OsifhKWeyJrFlw17u1ab8HEZ/OTZe0cdWGKEJA1O8uuduPD6RZF/PTFnKIZ/Mld3tXS5DziQynhsYJuF0ks16MvM0tO9orzl0tD0KdSLYrzmwo5hSsjflpDXkrrH0F2NIaJOR14XGpUtzngBR5iWQGGtFEpdomQXdpXHXllXR0XcKOjjB37Wjn+eefL8X0/+3f/q1m0V8OCWWSSqr9zr26xvb2EK8MpKuWg81nQxbx6Xzs9ZfwpZ+9TM9YFt2lkMxaCOHgcWm8mHfYsTZMImtWeJ1mCkMV55poqjLF3Z63HVJZk6aAzut3dpQ2Ft0j2YqKjsmeAtNysIVg17oIN2xvI+LTiWfyFdepNrSnN56VIac5IkVeIpmB+TRRMUybeCbPkXNxOqNTh4VA5SZh9+7d7N69m49+9KM4jsNzzz3Hgw8+OK3oF7P3161bt+QJZZILzLQx7GoNMpjKcXwgxZbWYMWQlfluyNbH/Nz+1su594U+7nz6PLqm4Hd7WBfzs6UtOEWAZwtDvX3PWuBCKKhcgJ/viZfi/GsivlKyZzXvVsRXcOGbtsNzPQlcmsLxgTS6prJvS0vVkJNsYtM4pMhLJDMwl5h3uXVkmDbPno2zfY1VKmsrZ/ImoTx7/8orr+TKK68sif50lv6WLVtKVv5bX3M9Le0d0q25hMy0MfTpGtd1NfP0mRH6EtnSyNdaN2SzNdCJ+ApTFJuCOuO5gmt8MGXg0hS6WoMksvmSAE8XhmoKuAt940+PTBsKGhnPo6qFlrGTm85M9m6VbyY2NAWq5rTIkNPCIUVeIpmBemPek60jRwiOD6ToHcsynM6VxnAWKW4S8pbDvS/0zZi9P9nSLxf9//t//y/f/OY3Adi6dWtJ9G+88UbWrVu3wJ+SpJzZNoZuTWVrW4gP7N+MoLYkwFob6AymDO58uge3rtIU8JRi88Us9as3xnixN8m+ruYp3oZi3/iescIgmkNnxvh/rymEhspDQYZpk85ZNAU8dLVeGKVcZPLGtZacFhlyWjikyEsks1DPDWjyDU1DYV3MT1/CwLSmtuYcShtsbvHzw8PnMUybmN9dmqA1W/Z+Nfd+sWTvzjvv5Bvf+AYgRX+xqXVjGCnr7jYT9VR3PHx8CMsRtPkunLu8w1z3yDgxv5t41gQueBtSWZNHTg4zOp7DtBwURSGbt7n/2ABdrUG2twc5PZyZaGvr0Br0cNWGWGn+QjmTa+VnymmJ+twc6h5jX1ezDDktEFLkJcuKRvbzbhS1NlGZ7obW1RpkOJ0nZ1n0jBVac6qKUtokgEIikyeVs3iuJ05x1nZn1EfQo9XUIEVV1ZJ7//d+7/ewbbtk6c8k+jfddBNr165t/Id2kdNIy7TW6g7DtDkxmMbn1kobxXKCHp2esQxhr4voxHc2nbPoHhnnUPcY/QkDVVUIeVwEPBoulyCbt3muJ8H29hAfPrC19Lf5i5cHOdaXIuCZKiHl3q3ypLpyymctpAyLv33gRGkuvGxi01ikyEuWBQvRz7uR1NJEZbpYrE/XuHZzE6eG0rzcn+LcaGYiiSnMno0xvvHQKU4PZ7CdC9O3HCHoixsl12e9DVI0TZsi+keOHCkl8v3gBz+Qor+ANKq7Xj3VHYZp49JU1sV8U1rIQsGiz+RstrYFifjdBQ/SofO4tMIm0+1S0RSFeDbPYCpHxOdiMJXDpcFPn+/jjVd0lHrL17qJqRa6yJo2T54exbSd0iahI+Kr8ExEa/RySGZHirxkyVmIft4LxUzWxUyxWJeqsKHJj9+t8oHrNxPxuUuWTs9YQeDLb8qqohD26SSzJufGMvMuH9I0jT179rBnzx5+//d/H9u2ee6550oDd8pFf9u2bRWi39nZOefrXsw0orveXKo7NjYHprSQdSZ60Ls0leu3tU68WpnoBy/IWQ4evTD7wHYEqgJuV2F0ay5vc7Q3ybnRDNvaQ6X3Vssmplro4tRQGtN2CiGEbGH0cvGzkbMWGo8UecmSsxD9vJeCaje0YjJTbzxLOmfRGvTwzNl4qXRIAYZSedoj1S01v0djIGFQ/RY/dzRN46qrruKqq67iYx/7WMnSLyby/Z//83/43//7fwNS9OfLfNzO9VR3lH//JreQVQC/R+UtV3bQFvaWxsweuKSNo30JXjwvGM+Z2E7hXB6XSs60Qeh4dY2kYXGoe7Qk8lC7d2tHZ5hXBtL0J7NEfW5641kCHhfJrInuKvS1LyJnLTQeKfKSJaURzWaWE+VuzKBH51D3KHnTQSiCpoCHKzfEKjwUAmgNecjkbcJedcr5MnmLlpAbscDrLrf0pegvLzY1+zk+kKI15J0ygGhydUfx+5cw8ly6Jsz29hCGaZPI5gl53dx82RqgcszsletjHOtL0p/MEfJqKBNbShuBIwR5yyEW0Okeqe5Rqibuk8NvOdNGURTOZMZJGRZAxbTEInLWQuORIi9ZUubTbGY5Uu7GvPvZ84yO5wl6XKyN+ulqDeLTtUI/7gkPxU2XtLE25uPMSIakkSfouRCTT+dMNFVlXcxf83tvVOLiXET/wIED3Hjjjate9BcjObQokoe7xzg9PM7RviQ+t0Z72Mum5gAbmwOkc+aUJL7p3Oi71kWnuNGh4AnQNZVL2kP0J3JYtkDXFIQQCApufNtx2L2+CU1Va/o7nC78NpzO4XWp7OgIsaklWPU8svFN45EiL1lSVuOAlWIv8CPn4ly5PoZH12ZsGHL1xhiqopDOWRXu1UJ2vYurNkQbVkc9V6YT/WJM/1//9V9Lor99+/aKkr3VIvqLlRxaFMlEJj+RkAmXr43QG8/SO5Ylm7M4NTTOf927lpsvWzPl2rW40SeHlnZ0Fgbc5GybvO1g2Q4el4rHpdAWDrKtPUTKMGv6O5wt/OZzu0hkq59LNr5pPFLkJUvKah2wUsx0Dnqr3/zLPRRFF6tHV9nSGiyVP8Wz+ZrKrZYicbFc9D/+8Y9j2zbPPvtsydL//ve/z9e//nXggugXLf2OjuWfXzGZxfyMiyKZmkiCKyZkbmkNMZbJ0Rry0Bby4ne7ZrzmbJ6GyRny12xu4mhfgpRhobg11ka8bG4Nljrl1fJ3WEv47ezoOC5VkY1vFompQUCJZJEpJqH1J7PYTiH6bDuisOtfoX/05R6KapR7KIou1h0dYcYyeeIZk7FMnh0d4ZrEo9xyKnpDipZT1rQ4eHK4sW+uCpqmcfXVV/Pxj3+cf//3f2dkZISnnnqKL37xi2zbto3vf//7/Oqv/iqdnZ1ceumlfOhDH+L73/8+fX19C762RrBYn3FRJCM+nd54lqC30g6L+NyMpPO0BD2ltslzpfx7N5gyiPp1Il43l3WEedtVa3n95R1cuiZMosbNZnH9MHP4zePSeOtVa0vX7Y1nGUwZNX/fJfWhFCcNrRb27t0rnn766aVehqROyl2hK7HbVbU47b0v9E3roehPZtnREZ5SNVBvvNcwbb76wImSdTkZ2xEMpgw+fGDrknpDJlv6Dz30EMlkwe19ySWXVLj3l5ulv5ifcTyT55uPnCbi03n0xEjV7348m2f/1hbiGZMPXL+5ITXlxe9d3nY43D0257/Dej+r5dj8aoUybQGOdNdLlgWNqCleCmaK086l61m973ulJC4WLf2itW9ZVoXo33HHHfzDP/wDsPxEfzE/4+LrC93qxJTOdY4QKBPPNzJXpfx7N5+/w3rDbyvl73wlI0VesqxYSX/0tcRpF7of90pNXHS5XOzdu5e9e/fyB3/wBxWi/8ADD1SI/qWXXloh+mvWrFnUtS7mZ1wukp3RqZ3r0rlC85h4jTHy+axjrueWw2aWF9JdL5HMkXtf6OP58wlifveU+uXJ7viFdEvOJSyw3LEsi2eeeaZk6T/88MOkUilgaUR/MT/j4uYxnslxaqjQDdHv0cjkLTRVpaslQNTvLsWvl6PLe6WH31Yg07rrpchLJHNgMGVw+10vMp63Su7UzqivVAu/mLHwoihkTauq5bQakpmKov/AAw/w4IMPVoj+ZZddViH67e3tDb9+8TNOGflSS+LyIUON/ozL6+TPjWUYTuVpCblZF/OXBrkASzLvoZ5NxXLcgKxSpMhLJI0ikTX55sOnefzUCGsi3rLmNRa6pnLt5iZ8ukZvPNuwxKha1nQxWU4zWfrlon/TTTfR1tY27+slsib3HxvgvqMDDKZzIKAt5OaWHe1Va9UbRVEkCxH6C2708lBRS9BT2XBG16bddMxHdJf7EKmLHCnyEkmjuPeFPp7vSXC0L1maGlckaeTpiPi4dE24YZa8tJxmp9zSL4p+Op0GYMeOHRWWfr2iP1lQHSEwTJukYRL06EviKak1fFDKmrccDp8dm5NAG6bNYCrHXc+cx3JEXZsKyaIhRV4iaQTlJUIv9SenJEY5QpAyTC7rCLNrXWRecVppOc0dy7I4fPhwKZHvkUcembPoL7ech1rK1M6OjrNrXYTjA2lyps3z55PEAjpXrY8R8LhqEujy79/JwTTD6Tzb2oNT+s0vZd7HxbqprYIsoZNIamG2m0Z5OVVXS3DKSE+AtGGha8q8sohX0vjd5YjL5eLaa6/l2muv5ZOf/GRJ9IuW/ne+8x2+9rWvATOL/nIcoDRbSV/ednjhfBJVUVgX8/NSfxKvS8UwHZ7uHiuFk2aa8lj+/Yv53WRNm7awh764wXA6x7WbmktCP5/PYK4iLTfAtSNFXiKh9ptGeTmVz61NGekpBLSG3Py3V22c181mtYzfXS6Ui/4f/uEfYppmSfQffPBBvv3tb1cV/Suv2Qcsrz4Es5X0nRhIYTuCzqgPRwh641lCvkJYKWnkeWUgxda2ILqmTivQ5d+/TL4wNc6lqoR9KsmsyanhNDs7I8DcPoP5iLTcANeHFHnJRU89N43JzT58bo2dnRG2t4cwbYfR8Ry71kVpq+LarZXlaD2uNnRd51WvehWvetWr+NSnPlUS/WIiX7not2/cxhV797Hj6uu47KrrCMeaS+dZij4EMzWcMW2HE4PpkogXBFpBVRTylkMya3FycJjeRBZNUeiM+vBPdJ4rvofJ379iaWixMU/Q66I3nmV7ewhdU+v+DBJZk+88doZ0zqI97MU7UY1Sq0jLDXB9SJGXXPTUe9Oo1uyjYCWZhLzumnt8T+emXCld7FYT5aJftPQPHTrEgw8+yJ3//jMeuudO7vvhdwBY17Wdy/Zcx449+2jauptrL9u06L+H6RrOnI9ncGkqW9tChfelqYAgZ9l0j4xjO+B2qQQ9LlyqSu9YFsNyyFtO6dyTv3+6phYa8yQMwhOJpoLChkLX1LqGSCWyJl974ATPnI0T8Lg4PpAqzZWvRaTlBrh+pMhLLmrmctOYbmZ3Le7GWtyUK7WL3WpC13Wuu+46rrvuOj70ux/jnx89yStHj9B37DAvP/sED91zJ/9xZ0H0d+zcyT0HDnDTTTdxww030NrauuDrm+47eMXaCIiCkMMFgT5yLo7tgEdXyZkCTSlsTBUVYgGdw2fHSsJa7fvX1RpkOJ0naeTxu12l1rr1DJEqWvCHz47RHvbiUlUcISri/LOJtNwA148UeclFzVxvGsWZ8Veuj6IolBqkzEStYYHVOn53pRLx6bz7NVs4uCbCi5deybX/z/twbBN97AyJU0d4/NGH+cd//Ef+9m//FoDLL7+8FNNfSNGfbt6DrqkV350NMT8HT47gUhUM0ybqd6NMxOd1TePK9bEKYa32/fPpGtdubuLUUJrj/SlaQm7GMvm6kt0OnhwmlTNLXgQobBTCPr0izj+TSMsNcP1IkZdc1MzlpjHXpKF6wgKy//fyorqgXg78MgCmafL000+XSva+9a1vVRX9G2+8kZaWxv7uJod8pnx3NIWOqI9ENkcm5+DWFFKGWdGhMZk1K4S12vfPrak0B93csL2Vt17VSVvIW7OYFj1ma8I+XhlITxm8U4zzb2kNzijScgNcP7JOXnLRU08d9Hw6jdU7rvRi62K3migX/V/84hc88sgjZDIZAK644ooKS7/Rog+V3x3TcjjUPcbW9iCbmgNoqlIxa2G6FsyN/P4VR+h2RHy82Jsoxfcrjsnm2d4eZM+G2IyJcxdDG+c5IJvhSCTTUc9NY66NUcpvctMxXRtc2fBj5WOaJk899RQPPvjgoop+8bvz8CtDnBgcr+t7O11L3bmuo7jJzdsOT54exbRtgp5CIp/lOAwkDW7Y1sp7Xr2ppjI6uQGuQIq8RDITtdw0DNPmy/cdJ+p3l2Kf5cw0lGYulrxk9ZLP5zl06FCpOc+jjz66oKJfz0Z2oRrNlG+Qs6bNqaEL/SXGDYs9G2P89oGtdV1DboBLSJGXSGphuptGImty39F+vv/kOYJeHRCl0p/yFp8zDaVZyvao8ma4vMnn8xXu/elE/8Ybb6S5uXmWs1Wnlo3sXMNRtV5/8kbDMG36k1lCHr0mC14yLVLkJZK5Urw5pXMmL5xPEPEVBDxtWOgupdTiczZrfL6xxHKhLv48m2jL9p8rk3LRf+CBB3j00UfJZrMA7Nq1q8LSr1f0Z9rwNWIjOtP5pZt9wZAiL5HMlfIb3+SkoWTWpCPqZWdnpKab4FxucuWvyZk2PWMZQGFdkx+PS5329QtplUkWl3w+z1NPPVVh6U8W/QMHDnDDDTfQ1NQ0p2vMN6Q03YZyz4YYbpdaEdsvXk96lhqGFHmJZC5MvvFlTbsiaQgKN7ednSFCXnfNwlmr+7xcqAMeF4e6R8mbDkIBj0vj6o0xxnNWVdFebtPTJI2jKPrFmP5jjz1GNptFUZQpln6toj+f5NBqG8p0zuLZc2MMp3JEfDrxjElryM26mJ89G2PSem8s04q8Ot0TEolkarOcYlOQjoiPlGGSNEzGcxZbWoN1WcZeXSsl8M1EeW1998g4piWI+N1EfW5Mu9CqtJDIZHHw5HDFul/sTdIS9FQ9b7GzWPH9SVYWbreb17zmNfzxH/8x9913H2NjYzz88MN87nOfo6Wlha9//ev8l//yX2hpaeHKK6/k937v9/jRj37E6OjotOcs7xlRjekazRimzX1H+0nnTNrDFzbDh7rHSBkWQ+kcfQmD9ogXwxScHs7w7Nk4dzxxlkTWbNyHIqmKbIYjkcxAtWY5Pv3CUBrDtIln8rxpV2fD3Y7lLXdN2ylMEyurLQ569NKgkMntQGX7z4sLj8fD/v372b9/P3/8x39MLpercO//wz/8A1/+8pdntPTrbTRTdM8fORfn6TNj+D0a8YxJV2uQU0NpTNshZxX62+dtgcKF7napnIVbV+UwmUVAWvISyQwUb3zD6dyU53RNZTxvsXt9dEGEslyoTduhOE2sSPmgkHLRLq4b6rfKJKuDougXLf14PF5h6f/DP/xDydK/6qqr+P3f/33uuusuLo2peHWN/mS29N2xHTGlR33RPX+sL0XU7ybo1Yn43PQlDB59ZYiTg2k8mkoik5/4jonS+Yrd7aI+t/QmLQLSkpdIZmGpWsyWC3Vxmlh5O1BHCBSoOu5zslVm2k5pali9k8MkK59qlv6TTz5ZsvT//u//nr/+679GURQuv2IXW3ZdS3TLlWy+fC+BcGRKcmd5GKmwARWYtkM6Z9EXz2KYNhGfTiZvTfSpV0pepeLm1BFCepMWASnyEskszGfq3HyYLNSdUR99cYPwxPXSuUL/cV1T6RnLsKU1UPH6fVtaONaX4pETg4znHFRFwRGCgEdlW1tY9r+fhouhp4DH4+H666/n+uuv5zOf+UyF6D/wwAPce+c/Yxj/G0VR2L37Sg4cuIn8TTdx/fXX4wuGp8ybbw54OHx2FF3TCPt0xnM2bpfK2LhDfzLLxqZASeSLm1NVUaQ3aRGQ2fUSSR0stgCU19YHPTqHukfJmQ4oAo/Lxc7OMC/1JxkbN7libRjPxMagKODfevQ0rwykGM9ZKIqCEIKAx8W29hDve83mOW1QVqsIyp4CF5hs6T/22GMYhoGiKFyxazfRLbvZe931XHrltQTCEZ45O8ah7jF0TcXrUhlMG/jdLrJ5m4xp09UcYENzYRNaLDttDrplhUfjkCV0EslyoV6RLBcfI29zPl6ok28JeTgxkCYW0Nm9PkbQ46qog28Pe+geyVR118+lhG41i6DsKTAzuVyOJ554ggcffJD7//M/efTRx7DMPIqisGHbDgKbdrFh5148a3eSUQrVHi61EN+3HIe87bCjI0LOLOSPdLX6ifo9F/3n2kCkyEskS818RXJyx7t7nuvl1NA4a2P+Kcf2jI1zcmicqzfE8NTZZ3+6ta9mEZQ9BS5Qyyb07kOn+fkvHqP/5cO88PRjvPL8YRwrD4pC0/ptbL7iGq599fX4NlzOgKHRl8gS9uisiXpZL+vkF4JpRV7G5CWSRaBcJIuNdWxHcKwvxenhTE0iWX7TNUybMyMZ1lRpXJI1bfoTBs+dS2DkbVRVqZgdDvWX0JUnWhXRVIX2sJf+ZHZFl0KVlypWY3J54mqlnk3odds6ODm6lw07r+aN7/kIDxztYfzcy5x+/kkGjh/myH/8gEP3/MuEpb+TdTuu5m3v/GVuuP4G2lubV/XnuNyoS+QVRWkCfh94LdAGvEcIcVBRlGbgw8D/EUK81PhlSiQrm0aL5HR18MWOfIZpo7sUfB4Nt6bRlzAYTue5dnMTPl2rq4RutYtgPT0FisevxnyE7zx2hnTOoj3sxTvxHZm8Ca3WYvnM8Dgejxdj7Q7euOdVdLUG0RyTky8+y9HDj3PkyUd48iff59EffRtFUbjqqqtKbXj3799PNBpd6re/qqlZ5BVF2QA8ArQDLwNdgA9ACDGiKMqvAi3A7y7AOiWSFctCiGS1Jj1AqQlJxKcT9hYSn7x+F2GvTtLIc2oozc7OyJQSuplctKu9sc50n2UR2xHkrMJM9uMD6dLjqykf4WsPnOCZs3ECHhfHB1KlCYvlm9B9W1qmeKPWNwXoT2SxbIHuUlBVBbemouletl/5KmJbd3PLf/swb9vdxkvPHS4l8n31q1/lS1/6EqqqlkT/pons/UgkstQfyaqiHkv+C4AXuBIYAgYnPX8X8ObGLEsiWT0shEhW605W3hUvbVhc1hEhaZgksyZBr4ugR6dnLEPEpxPy6uzb0lKTi7YWEVzJpVCzdXrrGcswnMpxYnB8zqGW5UrRgj98doz2sBcFMB2n8J7TOa7d1FzahJq2U9UbtTbmpz+ZZVOzH7/bNW2ZafuNN3LjjTfy2c9+FsMweOKJJ3jggQd48MEH+du//Vv+6q/+ClVV2bNnT0n09+/fL0V/ntQj8q8D/loIcWzCPT+Z08D6ei6uKMqtwJcBDfiGEOLPqxzz/wK3UxhgdEQI8Wv1XEMiWWoWSiQnN+kxbQdHiNII3EvXhAE4NZymN55FAOM5my2tAW7ZsQagpjyBetudrkRmang0mDRoD3tXZT7CwZPDpHImXl1jMJUjkcmXnnO7VI71J9mzIYZpOTzXk2BDU6DqeVqDXk4PZ/jwga3cdEnbrCENr9fLjROiD2AYBo8//njJ0v/KV77CX/7lX0rRbwD1iHyAqdZ7OaF6LqwoigZ8lcLmoQd4SlGUu4UQR8uO2QZ8GniNEGJMUZS2eq4hkSwHFkokJzfpMW2HTM5ma5uPrW0hfO7C+abrs3/vC3015wksVde/xWK6hkfb24MYebtqBQOs7HyEYhgp5nNzfiyLS1Pw6hoqCg4Cw7Q53D1GV0sAWwhcmlKTN6qWwUuT8Xq9JSEHyGazPP744zz44INS9OdJPSL/MnAd8PVpnn8D8EId57sWOCGEOAWgKMr3gbcCR8uO+e/AV4UQYwBCiJk2GRLJsmWhRDLi07n18g72dTUTz5psbw/SPZItCXwRXVMZGc+V+uzXmyewVF3/FpPiZ1luiRqmzfGB9KrMRyiGkXriWQIejbwlUCcqsVQU/LqLMSvH4bNjvPXKTo4PpBctZOPz+Thw4AAHDhwALoi+tPTrpx6R/wfgy4qiPAL8eOIxoShKCPgccBPw3jrOtxY4V/ZzD/CqScdsB1AU5VEKLv3bhRD31nENiWRZsFAiOTmmbpg2w6kchmmxLhaYdjMxlzyBaiK40oStFqq9r9WYj+DVNSy7EH9fF/PTPTJO1rTx6CoqCrZwQEAqa/Gqzc3omrpkIZt6RP/qq6+uEP1wOLwga1op1CzyQoi/UxRlJ/ANIDPx8J1AhMI0u68IIb67AOvbRmEDsQ54SFGUK4QQ8fKDFEX5IPBBgA0bNjR4CRJJY2i0SE5Xe+8IQc9oFtN28Lv1qpuJ+eQJrFZxr8Zqzkfw6hpb24I83T1GzO9hc0uQoXQhLi+AnGmzoTnApe0h3C51WYVsphP9YiLfl7/8Zb74xS9K0WcOHe8URdkHvIOC+KrACeD7QohH53Ce24UQr5/4+dMAQog/Kzvm74EnhBD/OPHz/cCnhBBPTXde2fFOcrEwuUtbNm+XkuzSOYumgJtf2tHO9dtaaasiULLLW22Uzw+oJm4rObt+MGnw0e8/i8elEvbpqIqCadsksoVkvGs3N5MyzFJnxHLP0XIO2ZRb+g888ACPP/44pmmiaVqF6L/mNa9ZLaK//NraKoriAo4DNwPngaeAXxNCvFh2zK3Arwoh3qsoSgvwDHClEGJkuvNKkZdcDBimzVcfOEHM78YRAssRPHN2DNMSBL0FB10im+fytRGCHr2qEK1m8Wo0K0Xc5sL/PXyO+48NksnbCApqUayTTxj5qpu92VrfLrchRplMhoMHD5YS+Yqiv4os/eUn8gCKorwR+GsK8fZvCSH+RFGUzwFPCyHuVhRFAf4KuBWwgT8RQnx/pnNKkZdcDJwdzfDnPzlGdiK2PpQqTAjb0BQo9amPZ/Ps39pC0jCntcpXs3jNldkaAy0n8WoExc3e2LiB360T9LrwuLQ5bfZWyhCjTCZTcu//4he/4Iknnqhq6e/fv59QqK7CsaWiMSKvKMoHgPdR6HYXq3JiIYTwzGWFjUKKvGS1U2xg8vArw7SFPSgovNyfBAVcqsrmlkLCXcowuemSNlRFmXUYzWoUr3pZSIFazp9vImty/7EB7js6wGA6BwLaQm5u2dHOzZetqUvgV+oQo6KlX0zkW4GiP3+RVxTlLyn0re8Fngbi1Y4TQvxG/etrHFLkJaudYix9OJ2jL27g1TVODKXw6y7G8xYhr4uQV2ddzMfOzkI5UW88yweu30zU717i1S9PFkqglrtlO/l9O6JQH580zGnDPNOxmnI8ykX/gQce4MknnyyJ/t69eyti+stE9Bsi8qPAY8BbhRB2gxbWcKTIS1YzxVh8W8hL3nJ48swIRt6hJ57Bsh0yeZu85dAUcLN3U4xLOyK4NbWusbIXIwshUCvBsm3U+y7/Xk5XrbGSv4Pj4+MVlv4yFP1pRV6d7olpTvLvy1ngJZLVTnl9u8+tFXqLhz2kDYuxrImiKPg9Gl2tQUbGTZ48PUrPWGbFlnktBsXGQC3B6pHGYmOg4mdfK+WTB4vCV+womDUtDp4cnvfa50Mj33e9k/xWGoFAgFtuuYXPf/7zPPLII4yNjfEf//EffOpTn8LlcvGlL32JN7zhDcRiMa677jo+9alPce+995JKpZZ66XU1w/kZcA2FpjgSiWQJmFzf7nNreFwqW9uCDKfz2EKgIvC7NRRFoT+Rxa+rK77t7EKyEAOEVsJ43ka+79U+xGgyRdG/5ZZbgKmW/l/91V/xhS98AU3TuOaaayos/WAwuKhrrceS/13gGkVRPqsoytqFWpBEIpmeYnOW4XQOuDB5rjnoYUtrEK9Lxe3SSOUsUobJltYgrSEPHlc9f+oXF+UCVY25CNRysmyLMwsmX6uR73vy93IyK7lpUC1MtvTj8Tg///nP+cM//ENUVeUv//IvufXWW4nFYuzbt49Pf/rTmKa5KGurp+PdoKIo/0xh5OxtiqI4FCbDTTpsabPrJZLVTnnnsYD7wp+wYdqsjfnYsz6GpinomoquqfTGsyuyt/pisRBd7ZaDZTtb0l+j3/dy6oi31AQCAV73utfxute9DihY+o899ljJ0r/zzjv5sz/7s1nO0hhqFvmJ+vU/YpbseolEsrCU98E/ci5OyrBwBKyLFRqYlA+nWW1u0oWi0QK11O1wp2t5PHmMcCPf98UwxGiuTBZ9y7IW7dr1ZNcPUOhKJ7PrJZJlgmHa3PNcL6eGxquOQ11ppUtFlqKuvNGNgZayo2A9WfPV3vf29iC710dpC3nn9Pkv574Aq5SGlNAlgE8KIZZ14p0UecnFxmpqT7sc6sobKVBL0VFwruVshmkzmMpx5NwYxwfSpccnr1cK+LJkWpGvJ7v+58jseolk2bFa3KS1upgXmkaK11KM551r1nzOcrjnub5pP/9f3t3Bi+cTvNibxHIcLFuwa12EG7a3rZjv2MVIPSL/EeBeRVH+P+DrQojzC7QmiURSJ9OJSTGzeiZxWS6WWXldeZFiXXl/MsvBk8MrLuxQZDE/27km/c30+XePpPnSz16mLewlaZj0JwwcIXj2XJz/PDbIx15/CeurhIskS089It8z8f+7gD+W2fUSyfKjKCaJrMkvXh6c0e3dCNd4ozYIK6GufKUwl6S/2T7/ZNaie2ScdM7CFhDyFsbSRnyC83GDL/3sZW5/6+XSol+G1CPy/8JUUZdIJMuMWtzewKzHeFzqtALe6Nj5QjSkuZipN2t+ps/ftB36kwaGZWNYNs2BCxsBVVFYE/HSE8/y0PFB3rxbtlBZbtRTJ//rC7gOiUTSIGpxewMzuma/9sAJ3GUNdMoFfCFi58uhrnw1UW+exkyfv2kX4u/jOYfNLVMHHKmKgl938VxPgtftWCN/R8uMeix5iUSyzKnF7X3kXByAzujUGGo2b3NqKEM8m+cNl3fg1bUpAr4QsfOlritfjdST9DfT569rKumcSdCjoWuVnRNtx8F0HFAEmqJIT8syZFqRVxTlBgAhxEPlP89G8XiJRLL41OL2Nu2CVVztmFPDaWxHEPC4cCbKa8sF/KHjgxwfSDckdj45ni87pi0MteZLTPf5j4znWB/z0zOWwRECVVEwbYehdI7ERLvcgMdFwJ0hbzuL8I4k9TCTJf8LQCiK4hNC5Is/z3C8MvG83MZJJEtELW5vXVOqHlPsgx/wuBjPWVOsttagl+d6ErhUBUcIcnm71Dq3SC2x85ni+auhFHClMpOL/7/uXc+XfvYy5+MGzUE33SMZLMcBAQGPi5jfjaLADw+dX1F9GS4GZhL5AwATAl/6WSKRLF8mu11N28G0nZIYD6UNdq+PAkxxzZq2Ayhk8hadUd8UkS9adqeH0hztS6EqhX19Z/RCO93ZYue1xPMXu65ccoGZXPwfe/0lfOlnL/P8+QR528Gruwj7XPh0Db9HY8+GJhJGfkWXOq5GphV5IcSDM/0skUiWJ/u2tHCsL8UjJwYZzzmoSsHyDnhUtrWFS27voms26nPjCIHjCNI5k6jfTVdrcMoGIZ2zeKkvRcjnwhIOEZ+OIwR9cYPhdI5rNzWTMPIzxs5Xcy38cqeecsdqx6yP+fn0Gy/jMz96nlTORlMVXKpSsclzu2Sp43KjngE1/wn8iRDi/mmePwB8Rgjx2kYtTiKRzBGl+D9iIsYmCj9PeOcjPp1f3t3Bdw9289MTfcVniQbctATdnBpK0xvPls7RGfUxmDKIBXT2bGziydOjJI08QY9O2KcTz+Q5dHaEK9bGpo2d15IUeLh7DNN2Zmyrupgsl0ZB86GR5Y5ul8r2NWFagp6KDWARWeq4/Kgnu/4m4BszPN8G3Div1Ugkknlz8OQwCNi/tXWKNV60lvdtaeHHR/rw6hpvuKKjlFB1bnScXxwfosnvpiPqw6WqWI7Dy/0pBpM5fmXvOny6xrWbm0obAcHEVkIovP3qtdMKx2xJgXnL4fnzSVBgfSywZG1tYXn00G8EjS53LAq3qij43VPlQ5Y6Lj/qLaGbKfFuC5Ce4XmJRLLATLaWJ1taxex303amuM0B8ragya/jn0i+sx2BIwTrm3w4jsNA0qAl6MGna+zsjLC9PVTaRAylcrgnxfHLmS0p8MRgCstxWBv1l55fClf+XIRxuVr8jQ6PyFLHlceMIq8oyruBd5c99GlFUX6jyqFR4CrgPxq3NIlEUi+1ldA5PNeTYENToOK5YnZ9R9RPPJOnJeihL2GgKQqj6Tw5y+HMyDjb20OljUNxE1GLBTeTQJi2w4mhNFvbglMS/mBubW3nKrz1CONytvgXqlWwLHVcWcxmyTcB2yb+WwBrgNCkYwQwTqHt7R83dHUSiaQuaimhsx2BS1WqdjaDQky1N26gKApNAU8pcW80k+fM8Dgpw6IpUNn5rFYLbjqBOB/PoKsqW9sm314K1BPrnY/w1iOMOctZFlPzpmOhWgVPLrUzLQdbyIl0y5XpfWuAEOLLQojNQojNFDJwfq/4c9m/LiHEFUKIXxdC9Mx0PolEsrAUreXhdK7q80Npg13rIrgmrO9yCha0YCCRxRGCqE+fKJMrxGDXxfwowPPn46XX2o6gP5mt2YIrCsSOjjC98QynhtP0xjNcsTbCzrXhad39tcZ6i672Y30p2kJeOiI+2kJejvWluOOJsySy5oyvr0cYyy3+yeGFrGmV2gcvFeUbvmrMJ34e8ens29LC9vYgthC4NIXjA2kOnhye9TOWLC4zinw5QghVCHHHQi5GIpHMn31bWvDqGv3JbFUxvmF7W9WNgK6ptIW89MYNWoMeNLXy9pAzHa7takZToDeeoTeeZTBlsKMjPGertSiluqZyWcfMm5NaPAXzFd5ahVEBXuxN0hKsPnSzaPEXNw1LQS0bvrnGz4ubqROD42xoCrA+FqhrMyVZPGTveolklVAeg56tc9xkt7kjBIZp49LApal4da2Uce8IQdqw0F0KOzsijGXyvHvfBjwure54d3lSW+dEgl3RxQ2AwpxjvY2IQdeaWFbcAiz3qXkLFT+X/Q5WDlLkJZIVzkwx6Ok6xxXd5vcfG+C+owMMpnIoQFPATVern+agh9HxfKl+vtjwxO1SURSI+NxzEq/ZxGFTkx+/2zWntraNikHXIoyeiQl9y31qXr3T6GphoRL6JAuDFHmJZAVTS7lX1D91PGiRgWSOzS0Bdq+P4tU1VEXh8VPD9CUMbtzeiqYqFWV4/cnsnF28tYjD6eEMHz6wdU5tbRs1rrZWYVwppWT1TKOrhYVK6JMsDFLkJZIVzHzcpsXXro1Vjpzds6GJ+18a4EhPnH1dLQ1z8dYjDlF//Z4Cr66xvT3IC+eTVXvv1yO8tQjjSisla1QNf6M2U5LFoebEO4lEsrwoWsZzSf6a6bU+t8ZNl7SBEA1LsIOFzfZOZE3ufaGP53oSPN+T4MfP9fJ8T5xs3q67AmDymqfbcJRXCgymjIZ9TsudyQl9pu2QyVsTJZjLy4shkb3rJZIVy3zcprO9Nuhx0dUamnOCXTUWqltaechiQ1OANREfJwZSnBhKc2YkwxVrw+zZGFuQBjWNdoWvFGodglQLy7Vb4GpB9q6XSObJUt2k5uM2rfW1c02wm46FcHFPDln4VI0r1kW5tCPM+Yka/IXO9L4oBWqWIUizsZy7Ba4mZO96iWSOLPVNaj6W8VL1IC9PajtyLo5pC3RNYff66Jw+N8O0OXIuTszvLvXQL6JrKutjAY4PpGUSWIOpZQjSTBurRg/OkUyP7F0vkcyB5XKTmo9lvBwSx5Qarb5qJLIm9x3t56nuMUKewq2sM+qjqzWIb0LQZaZ346l1CNJMJXSyzn7xkL3rJZI5sFxuUvOpg16IGurZmKkZTj2bo+J50oZJwO0i5C28pi9hMJzOc+3mJny6JjO9F4D5ltDJOvvFZUaRF0J8GfgygKIoDoXe9bK1reSiZrndpDwuleu6mtnX1YygvvjwYieONWpzVF7+F8+a9MUNwj6dsFcnaeQ5NZRmZ2dEZnovAPMtoZN19otLzTF5IYQst5NIWD43qZlyAuZSY77QN9RGbY7Kz2PaDh1hHwNJg2TWJOh1EfTo9IxliPh0Ql592dWrr3Tmm88h6+wXF9kMRyKpk+Vwk1ouOQH10KjNkWHa5Eybl/qT9MazgIJl26AojI7ncGkq4zmbLa0BbtmxZtl9DquBWvI5pqs6Waqkz4uVukReUZT/DnwA6KIQr5+MEELIjYNkVbMcblLLJSegHhq1OcpbDs+fT+J1qYQmxuE6wkXasFBVuGJtBMO0edOuzhUrFMu9dnymfI6dayOzVp0sh6TPi4V6muH8GfBJ4DkKSXZjC7UoiWS5s5Q3qeWWE1ArjdocHT47RiygY5hOxbz7sE8nmTV5eSDJW3avXVbvvVZqLctcDpuAavkcOcupycO0FEmfFyv1WN3vA34khHj7Qi1GIlkpLOVNarnkBMyF+W6Oihucq9bHeLp7jKSRJ+jRSx3XHBzi44I9G2OL9I4aRy0hGGDZNZAp32j84uXBmj1MF2u3wMWmHpEPAD9bqIVIJCuNpbpJLYecgLky381RcYMT8Li4dnMTp4bS9MazpZG4a6N+/G4Nt7by8oRnC8Hcf2yAgWRu2eZhzNXDJMV9YalH5B8Fdi/UQiSSlcpStLNthNt7Li7fRriJ57M5Kt/g+HSNnZ0RtreHSh3XVEVhMGWsONGoRSDvOzrA5pZAxdTA5ZSHsZI9TKuZekT+t4H7JpLvvimEcBZoTRKJZBKTxXXflhZeGUhzZiTNmrAP70Tjl1rc3nNpx7sQLXznslGotsFp1Lz7pWQ2gXSEYDCVY/f6aNXnl0Mexkr2MK1m6hH5nwI+4O+Bv1EU5TwweYalEEJc0qjFSSQXO9XEdXOLH1BIGibnx7I80x2nJeRmfcw/67S1uZTelbrL5UwiXh2PrqEqStXXLEZC2GrMzJ5NIA3TRmF6gVxsK7na73k5VJ1IplKPyPcC54FjC7QWiURSRjVBTucsfnjoPAI4cEkbm1uCGKZNfzJLyKPPalnPpfTu/mMDPH++MJu9SLFHfCKb5+DJYfZtaVm0hLDVmJk9m0AmsiatIXepmmAyi2Ulz+bRWY0bsJWOIsRMg+VWHnv37hVPP/30Ui9DIpk3977QN+Wm/2Jvgr64AYqgI+JjZ2ek9Fx/MsuOjvC0cVnDtPnqAydKG4bJ2I5gMGXw4QNbS2IxmDL4ve89i1tXCXsvZLGncxa6pnL1xhhDKYOwV8dyBC1BT+nGPpzO4dW1BU0IWw6lZI2iuKnLmlZVgWwPu+keyVbdBMz2u2/k+gzTnvH3XL4RWA0bsBXCtKOeZOMaiWQZUi0Ry7QdeuPZ0jCW3niW7e2hUjx6trjsXBKjHj4+hOUI2nzu0nGqopR6xHePjDM6nmNDU4CNzYGKczUF3JyPZ3jo+CBv3r12np9IdVaDuBeZzUMBcMcTZ5fMSq7VCyRL45YX9Xa8awJ+H3gt0Aa8RwhxUFGUZuDDwP8RQrzU+GVKJBcX1QTZtB1AKblsxcRjRZGfLS5bb2KUYdqcGEzjc2uYto0ANEVBUwvXC3p0zo6Mk8nbXLOpuXSerGmXStscIXimOw7ADdvbpCU3C7MJ5FL2Zqi3PE6K+/Kgno53G4BHgHbgZQqtbX0AQogRRVF+FWgBfncB1imRXFRUE+SCmAuciRCbUnqM0rEzxWXrTYwyTBtbFDK7XzyfwDPxeMTvpjXoQddU0jmL5qCn9JqsafPk6VFM2yE04d5H5HnhfJKeMWPJa7kXi/mGEaZ73VJZybI8buVSjyX/BcALXAkMAYOTnr8LeHNjliWRXNxMVyrWGfWVYvKdUV+FyNeSvVxPYlTednihJ4Gigs/twhHgdikksiaprElT0I3bpbKhyVfajJwaSmPaDuGJkIIjBKpaSNQbGc8teS33QrMQpYbVWIreDCDL41Yi9bSFeh3wFSHEMQqewsmcBtY3ZFUSiaQ0MrY/mcV2Cn9yG5sDGJaNYTqlGLjtCPqT2VnjsoZpk81bvG5HK9vaggymDHrjWQZTBjs6wlOs7MPdhR7xHk1jc0uQiE8nZwmEEGRMi2ze4h3XrOfazc0Mp3OlnIGg54LtkDas0mak6NItWoXV1hfP5Kd9frlTTEw71peiLeSlI+KjLeTlWF+KO544SyJrLvUS50xx0zmczlV9XpbHLV/qbWs72XovJzTPtUgkkjKmS8T6lavXAgqnh8dJZs1Z47KJrMn9xwa47+gAg+kcioDWkJsbL2ll35ZW2kKeKTfnYgx29/oYh7pHMUybNREv7eHCDPfxnIXlCPZvbcWja5weznA+nilY7sUMfMNCdyl0tQSB6V26i2X9LjQrcTJgPcjyuJVJPSL/MnAd8PVpnn8D8MK8VySRSErMFIOtJe6byJp869HTPHV6FLdLpTPiAyCVNbn72T564znet39zVZEHCHpcXLupmVPDlT3iNzT78esabpda2ow8dHywkGQn8qgqtIW8rG/y4dIK7t1qLt25NOdZjqzUyYD1sBr7E1wM1CPy/wB8WVGUR4AfTzwmFEUJAZ8DbgLe29jlSSQSqB6DrSUue/DkMK8MpPDqWilODoXkuWTW5JXBZFULs6JHvHv2HvERn14qk3v6zBg5y2EgaTCYMgBoD3vxuFT2bopVrHmy9WvaDqbt0BRwr6gY/sWSmCbL41YeNYu8EOLvFEXZCXwDyEw8fCcQoRDb/4oQ4ruNX6JEIpkLhmlz5Fyc8ZxFpKzOvUjQ6yKRNTlyLl51MthcesRfuSHGnYd6yOYd2sIeHAcGUlle7k/h0hSEUjjPvi0teFxqyfrN5u2St6DgKxCsCXs5nB9bEdbvUiWmLVUzICnuK4e66uSFEB9RFOVfgHcA2yiI+wng+0KIRxdgfRKJZI4Ypo3lFGLk1dqhqoqCooBpiwoLsygcezbE6o7Bvng+wWVrwqRyFt0j45yPZxGOYG3Mh1dXMU2n5Ip/0641AOQthyfPjGBaolR25wjBQDLHmZEMgymDDU2BKdeaz+fSaGFc7L7tqyWPQbLw1N3xTghxEDi4AGuRSCQNxKtruNSCYBYT4spxhEAI0DUFr67NMAzHw+nh8VljsMW49NqYH01VsGwBCsR8bjRVxRGC/qTBpR1hRsZzHDkXB+DEYArTEoTLzqcqCkGvi5RR8DQ0QuQXWhgXKzFtteQxSBaHeprh2MC7hRB3TPP8O4A7hBDShyORLAO8usbu9VG6RzOkc1ZFTB4K5W0Bj8ru9VFyllNVOLpHsnh1jXfv24hbU2e0fsvj0qbtMJgyaPJ7SpsLVVFKXfpag16OD6TZ3OLniVOjrIlMtX7TOZOtbUGOD6TnHcteDGFcrMS0hc7iX03zACT1WfLTNsCfQKN6/bxEIlki9m1p4Vh/iqdOj+IIh7C3EJtPZk3ytsMV65pKE+RmEo7D3WOzCkd5XHpyC14oeA6KXfqKiWgbmwMIIUhk80R87rIBOCa6prG1PcTYeH7OIl8UrIdfGVqU8raFTkxbyCx+GQJYndTrrq8q4oqi+IFbgJF5r0gikTSMiE/nfa/ZzMYmP/cdHZhIbIO2kJu37Ojg5svWVCTAVaNW4SiPSzcF3BRb8BaFPp0zS41x0jmLU0Npclah3n44nWMknSPid+Oe6OzX1RrEralzSlgrF6ycafPUmVG2toUIe3V87spzLUR5W1Hciw1+GiX2C5XFn8iafOexM6RzFu1hL15dW5IQgPQiNJ4ZRV5RlM8An5n4UQDfURTl21UOLf42pquhl0gkS0TEp/O2Pet44xUdxDN5FAUiPnfpJhrP5IHGCEcxLj0ynmNN2MtAMkfQ6ypZ5l2tQbKmzS9eHiTm19nQFCSTdwoJeqKQmX7t5uZSaKE8i79WASi65uOZPEnD5NxohpHxPGOnR3hlMMXrdqwh5r9QbbAQ5W0LZRUvRBZ/ImvytQdO8MzZOAGPi+MDqcImqyW4aI18pBdh4ZjNkn8O+BcKrvr3AI8BpyYdI4Bx4BAgS+gkkmWKV9dYM9EMZ/Lj0BjhKI9LH86PcWYkQ8ooxNa3todwayoHTw2jAHs2NKGpCl2tQYbTeUzbxnHg3GiGS9eESwlrO9dGuPeFvpoF4ODJYeKZPGdGMpi2Q8TnxqfncLs0xjImPz/az1t2r8VX9r4bWd62kPH/RmfxFy34w2fHaA97cU0kSPbFDYbTOa7d1LzgjXxkIuHCMqPICyHuojB4BkVRNgKfF0LcvxgLk0gki0OjhaM8Lj2YMjhyLs7xgTRj43lsxwEhuPGStpLb3KdrXLu5iVcGUpwdHedYX5Kw18Xu9VF2ro3w4yN9NQtAMWadNMyKQTkRv5tExiTq1Yln8rwykGLXuuic3t9sLHRiXCOz+A+eHCaVMwl6XLgmRgirikLYp5PMmpwaTrOzM7KgjXwOnhwmbZjEAm4cIdBQVlU74KWmnmY4BxZyIRKJZOlYiPIvr66xoSnAhqZAydWes2y++/jZiiE2xUY4A0kDl6bi5G02NvtrSgicLACF3gAO/QmDUFk1QWvQQ9owMSwHXVXpGcuwvT1EPJtvaHlbIxLjZgtLNCqLv7jWNWEfrwykp5RZBr0ueuNZtrQGF2zC3GDS4O5nzzOedyauLUqhAp9bWxXtgJeauuvkFUXRgUuAKFWm2AkhHpr/siQSyWKy0OVf5YlocCE0kM3bFY1woBAbPDeW5TuPnSFlmKyfpka+mgB4dQ3LntoXQNdUNrcEGUgZDCUNMnmbvkSWqzfGGhr3nU9iXD1x6UZk8RfX6tW1wgjjhFFRZlkseexPZtmzIdZwkU1kTf7liW6G0nk6Ir5SZUV5qMDn1lZFO+ClpC6RVxTlfwIfpTCRbjrkb0IiWYEsRl/yyaGBU8PpikY4SSPPupiftpCXU0Np+pMGmyam2E2mmmB6dY1d6yI8ey5OxDdV6MMenc2bA0T9Oh85sJWIf2q73/m+P6g/v2Gucen5/I7K11rMi0gaeYKeQtdByylMGwx59AWZMHfw5DCWIyq8OpNDBZeuCcs59fOk5nnyiqJ8HPgj4F8pDKJRgE8BvwUcBZ4BfmkB1iiRSBYRr64R9bsX7Ma6b0sLLlXhxFCSsyPjBL0uHCFIGnlAIW8Vsu9PDaV57lyCZ8+Nka0yY346wbxhexvroj76EwaOKFT9OkKQzJroLoWmgM7VG2MNF3iY+9z18rBEcXNQDEtkTYuDJ4cXdK3FvIiOiI+UYRLP5hlIGOzZEOM9r97U8MS38lBBZ9RHOmdVPF8MFfQlMnJO/TypWeSBDwA/EkL8d+CnE48dEkJ8HbgG8AH7G7w+iUSyiii6pFOGydnhDCcGxzk5lGJ0PEdzwAPAyLhJyKvTHPTSFNA5OZDmydOjU4R+OsGM+HQ+9vpLWBv10pfIMjaeJ2WYtIc9bGr2E/V7ZrRMi7XtRpWNRS3s29KCV9foT2axncImw3YE/cls1fh/UfBagp6q5yuGJea6nlrX6tZUdnZGuH5bK9vbg9ywvZXfPrB1QTLby8MaXa1BdE0laeRLmzKAdM7CpWpyTv08qcddvxn4ysR/F79tbgAhhKEoyncoWPX/X60nVBTlVuDLFFz83xBC/Pk0x72dwsS7a4QQT9exZolEskwod0mvbwqwNuYnZzkImChnK9zgi3FhRwiaAm48usbYeI4TAymuWBetKSFwfczP7W+9nIeOD/JcTwJNUdBd6ow5Bo2q1a43v2G2OL4jBNmJjUe1Esj5MN1a92xobK7CZCpGGU94EU4NFaYQCkAIQWvQw7v2yfK5+VKPyCfLjk8BFrB20vNttZ5MURQN+CrwOqAHeEpRlLuFEEcnHReikAfwRB1rlUgky4zJmfIaChuaA/TFDfK24Fhfkq7WUOn4tGGxoTlAV0uQE4MpTgymifh1FGBrW5Drt7fOKADFGfev27Fm1hyDRtdq15PfMF0cP2vanBpK0zOWIZOz+fZjZ9i9Ptpw8V2KGfGTczN8usbOzgjb20OYtsPoeJ5d6yLTVilIaqced/1LwE4AIYRNofnNexRF0RVF8QHvBk7Wcb5rgRNCiFNCiDzwfeCtVY77n8AXAKOOc0skkmXEdC7prpYguqsQh4+Pm1iOUxE/L5ZSXbEuyuVrw6yNFizZMyMZ/vlgN/e+0Ecia8547VpyDBYqJj7dtctDAtXi+FnT5snTo/QlDBQUtq8J0Rn1c6wvxR1PnJ31PTdyrQtFtbCGqigkjUK4RrrpG0M9lvxdwO8riuIVQhgUxPduIE7Bz+YD3lXH+dYC58p+7gFeVX6Aoih7gPVCiHsURflEHeeWSCTLiJlc0mGvzrnRDGPZwljZmN/NpWvCXNYRLjXMSecsXupP4/e46Iz6G9oVbSGHvkxmupDAzrWRij4Fhb7+NioKHl2lqyW46hrELNbUvoudeprh/BXwV2U//0RRlOuB/wo4wN2NrJFXFEUFvgT8eg3HfhD4IMCGDRsatQSJRNIgqrmky2vku1oLZXIRn45b00jlKi3VZ8+NEgvorI36S481SvTqqW0vHj8Xl/ZsIYFf3t3Bi+cTHDkX5+X+FAGPi46Yt+TNKLKYDWIWemDMUoQKLjbqboZTjhDiIHAQQFGUDYqivFYI8Z81vvw8sL7s53UTjxUJAZcDv1AKta5rgLsVRXnL5OS7iQz/rwPs3btXjruVSJYZ1VrnltfIJ408OzsjJA0L07bJmU6pTrovkSE+bnHg0uopP/MVvVpq2/NWYVzt8YF06fF6Lc6Zuvf1jI3z5KkR3rSrk6s2RLEcwbqYH12bGlGtdaDOfAR6sQfGSHFfOOYl8pN4N/A5am+G8xSwTVGUzRTE/Z3ArxWfFEIkgFJQRlGUXwB/ILPrJZKVSXnr3KjPTW88S8DjImnk0TWNSzvCAKVks5f7U4S9Lra2BbEcCHiq367mO0Vutt79PWPjDKVynBgcn3NS3nQhgWJL356xLE+eGePEYJodnWEUqGjkU85sA3XmI9CGaTOYMrjrmV4sR8iBMauARop8XQghLEVRPgL8jMLG4FtCiBcVRfkc8LQQ4u6lWptEImk85THYQ91jpIxCA5Ti7PjiVLhilvW5sQzvffUmon43Zx440dDxqpOZqXf/YDJHW9g7r4Ez1UIC5eGKiE9HUSDqd3NisLCpUJVC9cFkZhqoM9cqgfKNwcnBFEPpPNvbQ4R9Oj5VW3X5ABcTSybyUIjrAz+Z9Nht0xx702KsSSKRLBzFGOy+rmb+9oETdER8VcVKVRR8ZdnejZySNxnDtBFC8PY9azl8dqwiCWx7e5Bs3mZdzF/1tbWGCqqFBMrDFY4QKBPHhbw6hmkzkDRw62pdA4PmMgGvfGMQ87vJmg7tYS99CYPhdJ5rNzeVNmByYMzKY0lFXiKRXJxE/G6u3hjjWF+qqlhMFu6ZLG1dVdnRGZ7irp8tJj2dW/vd+zbi1tTSQJ3jA+mSMJu2g2k76JqKrqk1hwomb1RM26E3ni0N5UnnTDqjvlIMfl3MjyME29qCHB9IV2w6dq+P4XFNjdXPtUqgfGOQyVuAgktVCXsLXehODRXGzcL8QyOSxUeKvEQiWRLqGW9brdwqZ9moioIhbH7wdA9woRztxfOJGWPStbi1y0VsPGdxZmSc3ni29Fhn1MfG5kDNoYLy9xtwuyiM/6CUk1CsMICCmHpcGtdva+V1O9YwmDI4ci7O8YF0Kflv8nuaywS8yRuDwibjwhS/oEenN55le3sIXVMbEhqRLC4ziryiKK+u41yydk0ikdRMvXXS5eVWg6kcdz1zHssRtAQ9JZF+9myc7z15lkvXhFkXm76evla3tlfX2NwS4M5DPSVXemkkasLg9PA4v3L1uppEr/z9HjkXJ2WYOMJhXcxfkZMAlXkGOcvhnuf6Z42zz2UC3uSNga6phbGzcYOwTy+Nmy16L+YbGpEsPrNZ8o9QbCg9O0odx0okEsmc6qS9usbR3gSWI6aIdCpnkc3bpHPWlM51RfG+6ZK2Ot3ahXj5lLubmPIfdb3fe57r5fhAitaQF9ckUS4X01+8PFjzhqRa7kIxxDA6nmPXumjF51ttY9DVEmQ4nSOZNfF7tFKm/3QDdiTLm9lE/jcWZRUSieSipDxuHq1x9Ot0sedinLst7K1wMRcpivdVG6JA7c1vTg9nuPGSNron3PWCgkVTdNefHs7UHaPOWQ6KAs/1JLHsOH6PxrqYn43NAdI5sySm9cbZy0MCQY9O98g4PWNZMnkLXVXZ2hYikTVLXpJqGwOfW+PaTc2cGk5zfCBFS9DNWCYvO9GtUGYUeSHEtxdrIRKJ5OJhvrXcMFWkTduhmDRW7mIuUhTv4jTTWtzaxWsFPa6KASrFxDuAZNasS+TL8wEOXNpWEuLjAylOD43zK3vXcfNl7UR8OvFMvup7nfyeitcvhgTuP9bPD54+j+U4+N0a29tDbGwO0D2S4Y4nzlaU0lXLjXC7VJqDbm4It/LWq9bSFvJIF/0KRSbeSSSSRaWWpDePS61w31fLlJ8s0sWkMctxUEo/X6Ao3lG/u+6SvOK1iucsbCgKbux6E9Em5wNUTl/L4XdrFZZ2tfc6+T2VXz/i0/G7XezZGCXmd1dsSIIe15RSOtlDfnUjRV4ikSwqMyW9dY+k+doDJ3BPlIgZZiGDXgiBp9QsJ8zmFj/dI9mKcxSTxl4ZSLFtkqseKsW71sz+cnd22Ktzajg9kWFfSEHyuVVuuay9ZpGfzv1eFGKPS6twv8+lR0DxGmvCvqobg2qldLKH/OqlnlGzEolEMi+mGzkLEy1ehzIcPjtGzO8udLobyfDs2TinhzNEfW7aQl6O9aXoHi2UspWPKbUdQdCj4XNrBD2uiscnJ40VrdcdHWEGUwa98SyDKYMdHeEpXeGKr7n/pQF6xwq17SGvC4EgnrHoHs3WPPq13mE4xetPHsla7T3N5xpFFnvcrGThkZa8RCJZNGYSoFPDaWxHEPC4cITg9PA4tiPoiPpIZk1ODReashSzyjc1B/C7tQoX81UbYrxr36ZSnfxMrudardeIT2djs59XBlNk8zZJw0QB1kYLpW+JbL7mVq9zdb/X406fyzWKLPTUOcniI0VeIpEsGtMJUDEzPuBxMZ6zUKCiI1zQ66rImG8Nejk9PM6HD2ytKtLrY/6aXc+zPW+YNqeHx9nX1YIjxJTEO7dWe6vXubrfhRDcdElbTe9pLtdY7KlzksVDirxEIlk0ZqrlBoVM3qIz6itVnhcnsU1uylLucp7OvTxXa3SyNVvufdBQpsT6i2uJZ/Kl18x03cn5AI4QGKZNIpsn5HWX3O8zCe9s76ueboJzHWojWRlIkZdIJItKNQFSFYV0ziTqd9PVGiw1hym2Vy0OcCkK7EK0V51OVPdsjJWuWc39nc5ZnBpK8+3HzuCaWN9MVnB5mdt9RwcYTOVBgbagh1t2hEprmY/w1uPin8tQG8nKQRFidTWp27t3r3j6aTlyXiJZzpQLalGA8lahLG3jxHjVF3sT9CUMwl6dZNakI+otDUrpT2bZ0RGuacTr5F7t1SztclEtb5M7nM7h1TXawx66RzJT3N9Z0+b+YwPE/DrXdbVMed1Mo13veOIs6ZxJxKvj0TVURSm7nntK9UCRWt97tc9g8vs2TJuvPnCitJGYjO0IBlMGHz6wVcbolzfVsyyRlrxEIlkCqiW95SyHO544W7Lwu1qDDKZy9MYzRHxuulqCNY1bhcpNRM5y6BnNAIJ1MT+eiZBBuUU7mzUL7lKGe7n7+1D3KAqwZ0NTSSQdIQh5XYyO56a1govXWxutHGHbHvbSM5bh+Z4x9m1prfre6h33OlP4YC5DbSQrCynyEolkySgXoKLlW27hb2r2o7YEEEIwlsnX1KSl3CoPe3We7h4jZ9koArpHM1y9sWlK453ZWseeHs7w7us2Vsybtx0HhODGS9rwubVCCWBZHb0jBGeGx9mzIUZb2eZhtla1EZ/OUCqPIwRaFQNNUxVMy2EgaRD16Qjmnn8wn0x8ycpAirxEIlk2TFfWVk9pV7lV/mJvAtN2iPoKffGTWZPukXF2dkZK8ebrupqB2a1Zt0utWFvOsvnu42cJelxk8zZPnhnBtMSkSXVZ/uWJbt63v6vmkbBeXUNMHDc5yS+btzkxmOKl/iSnR8YZTedpDblZF/OzZ2Os7mz4uWTiS1YWshmORCJZdkxuylJrk5byZjvFsrygp2DL2I7A7VI5N5rBtJ2S27sotcVGM5OZbM0W1xKZ2DjYjuDUcBrTEqXxrEWCHhemLTh4crjivc10PVVRaAt5SE5qsFPcSBwfSOI4AtMWtEe8GKbg9HChadAdT5ytuTFPkXqb7UhWFlLkJRLJisIwbeKZfNWObeVWcrG/vGULeuNZXh5IcWo4zZnhNIfOjJLJWYWBNRRCAMPpXNXrTWfNFq3g/kS2sJnwVjpG0zmTzqiPjoiPF3uTpbUVXzfT9W7Z0U7Qq1cI74nBFGPjeWwHwn43Ya+OS1UJ+3RsRxTG7JpWxYaiFurp/idZeUh3vUQiWRHU0rCl3ErWNRXTduhPpHEEuFWFVK4wa/7ZnjjPn0+ytS1A3nLqqisvZ9+WFo72pkjnrFLjHkcI0jkTXdPoag1WTV6b7Xo3X9YOUHq/puVwYjDN5lY/vXGD2KSxvMVmQVtag3Ul5RWRvetXL1LkJRLJsqfWuvHJMWZFUciaNkGPi5F0npxlE/LqxPwexjI5Rsfz/PDweX7tVRvmNIkt4tN5174NnBhMkcjmURSlNGu+qzWIT9fm1aq2KLwDSQNFheaAh6FUviIkABeaBTlCzCsbXor76kOKvEQiWfbU07ClaCX3jI3jCIFP1xgZz5GzHDy6StCrk7Us/B4XPrdGyjBLr5+LNdsW8vKWKzt5/nxiymhXmN7dX6v1XKib9+JS1ZK4F5sEFSk2C5rL6FvJ6kbG5CUSybJmpsl1cKFuvBjzLlrJW1qD5CyHmF/HsgUel0LA7cKynVLdvUtTifj0KTHz6IQ7fLrY/2T2bWkh6NFJGmZJfGtNXqslqbDooUhkC3H+dM6qeD5tFNoBx7N5mQ0vqUBa8hKJZFkzl4YtEZ/Om3Z1cmIwjdel4XKpRLw6thBoioKmqiXr16trpAyr9Pq5DGupd1LcXCh6KIIeF5qqkDTy+N0uMjkbTVUKY3ZlNrxkElLkJRLJsmauDVu8usbu9VGe70mgKQqKouBWLzgvi9nv5S7uybH/4vCY53sSs/aMn+x+Vyhk7ntcjXGYlm8kHCHoGcswkDBoCblZH/Nz1Yb66+Qlqx8p8hKJZFkzn4YtRevX51ZJZU0ifveU7Pfy1//i5cFSp7yX+pOl7nUg8LlV7j/m5m171s+43pzl8PipkQUZ2zrdRmK1J8zJOfdzR4q8RCJZ9sy1xO3CxDc3P3j6POmxDH6PxrqYn43NARLZfOn1xdh/yKtX7V6Xypr84Onz7N/aWtGmtpz5To+rVcwuFrGTc+7njxR5iUSy7JlPzDvi03nbnvXs39rKw68McWIwjaaqpAyz4vXxTB6Ak4NpxvMWMZ+7Yp59xO8mPZbh4VeGePvV1a35WqsAJot5Imvy0PFBnutJ4FIVXJq64GK23K1jOee+MUiRl0gkK4L5NmxpC3t5+9XrpxW3vO1wvD/Fsf4kXpfKUDJHxO+mNehB1wqJen6PxonBdNU69NkGz7QGvRzuHsO0HY4PpEuPt0e8HHxlmKF0Hr9bQ1FgTdjLs2fjCyJmK8U6lnPuG4MUeYlEsqKYr+U53Tz5Hx46P5Fxr+B36zgIElmTtGGxuSVA1rRYF/Ojqeq0Ig/TVwHkLYfnzydBgTVhH44Q5C2Hf37sDJmczeXrInhcGo4QDCRzjGbybEI0VMxWinVcy4ZpLp39LkZknbxEIrkomKnnfdFq3LuxMBc+ky/UoftcGpbj0D06jq5pbGwOTNtsZrbBMycGU+RMi2TW5OFXhnj0xDA/fq6X0fE8Hl1lJF0IF6iKQtinY1qCZNaqqOGfL+XWcXEzUrSO59L3fqGop2xSMjPSkpdIJKua2dzT5Vajpirs2RDj5YEkOdNGAEKA4wgu6wgSz+TZtS4yrchPVwVg2g4v9Remxw2m8oS8OkIIui0H2ylk+wMV4hv0uuhPGqU1ztdiXUnWsZxz3zikJS+RSFYtRff0sb4UbSEvHREfbSEvz59P8K1HTjGYNKZYjZd1hOmM+lgT8bK+yU/Ep5M2LB56eYhnzsbJ5K1px7lON7b1fDxDJm+XpseJifp7FSbi/QrjebvCC6AqCo4DthANEbOVZB3XMqlPdvarDWnJSySSVcvk5K2saXNqKE1vPEvasHhlIMUbrihkuxetRp9b49pNzRzrT3K4ewzLcUCBbe1htrQF6R7JcscTZ6vGr4tVAMVMeU1V0DWVS9eEeOr0KH63Rm8iSyKTxxEwOp6fEFeB5UCh6r2AIwQZ05rWc1APxWRDy3ZWjHU817JJSSVS5CUSyapksns6a9o8eXoU03YIeXVCXp1E1uSlvhTDqRyqorCxOQCAz63hcamsb/LjOIK1MR+71kUBCHpc02Z3F0MDxwfSuFQFyxHs7Ayye32Mnz7fzysDKXRNw6NrqCjkfQ7JrEnOtPG5NYqGvCME/Yks66I+btjeNufPYHKoonskw9nRDHs2NOFzV4r5crOOF6NV8MWAFHmJRLIqmeyePjWUxrQdwt4L4qAoEAu4sRyHwaSBR1dpDXpLbWMVFPwejW1toYpzV4tfT5e5fmJwnDPDGfK2c+G6AlAg5HExnjNxaSpeTSWbt8iYFtmczbqYj4/cvLXk2q9XfKutJ+TV+cXLg9z/0gA3XdJG0ONa1taxnHM/f6TISySSVUl58pYjBL3xLKEygS8OqNE1lXWxAELAtrYgxwfSZE2bTM5m+5oQXS3BKVZvtaE4M9V194yNk8xadER9mJYgnjUpuOYVNjQFyORNLBu2rQmioLC1NYjuUvjRM72lc9VqwRZd8w+/MjRlPUGPi5sva+dQ9yjPnh2lqzW0IqxjKe5zR4q8RCJZlZRnu4e8hVtd+Qz24njW4ux3t0vj+m2tvG7HGuKZPN9+7AydUX9N8WvDtDlyLk7U78a0nYp58gARX2F0rV/XsF2CpgnvgUtVyds2rSEva6Ne3n3dJnxujR8eOl93LXu5a96yHZ4+M8bW9iBhn46vTCB9usa+rhZ64xnevW8DEd/MY26XkuXelW8lIEVeIpGsWorJW6PjeRxRsOihIPC6S6GrJQhUirZX11gT8bF7fbSmoTiJrMl9R/t5+swYPrcLRzisi/nZ1hYqeQC8uoamKmxrD/L8+SQnBy+U821o9nPl+jCm7dAe9paG5NTT6W2yaz5n2QQ8rkJTnXGTazc3VQi9phbG7Xpcy1M8V0pXvpWALKGTSCSrlmLy1q51EQJuF32JLCnDpCPq5dpNzSURrpZ0Nl05XH8yW4pfXyjRSzKet+hPZBlM5jh4coS7nzvP2PiFBjcxv87h7ji6pnL52gg714a5fG0EXVN5/NQIm1sKSX8v9iZpCXqqvp9iLsDkMrfJTW50TUVRCu550y5UFJSz3DLpy5mu7PFYX4o7njg7bfmipDpS5CUSyaqmmLx1+1t3sq+rhcs6Qly6JozPrU0R7cmv+7VXbWBHR5jBlEFvPMtgymBHR7jkMj94cphEJs+5sWzBra+A3+0i6tNJjJv8x7F+snmbvkSGlpAHZWI2rKYquLWCdX+hak7MqZa9WEVQvjHQNZXOqI+0YRH06PTGs5hliX/LLZO+nJXSlW+lIN31EonkoqAt5OX912+uqyRrpuzuorgmsiamJdjQFOD08DhZy8Lj0gj7dYbTee5+7jw+TSNnO/jdKqbjMDaeQ9NUFKAz6mNjc4DTwxmK0l5PLft0G4OuliADSYOx8TwCgWk7qIqybDPpYWV15VspSJGXSCQXDXMtyap2XLG5TH/SKM2d39wSYCidI5HJYzmCVDaPrircuKuV53uThLyugrtZUbhyXZRYwF1K0ktmTQRM2xoXqlvg1VrAZvM2p4bT5Eyb0XGT0fE8fvcom5r97NkYW7ax7Xo8GVLka0OKvEQiuehoRLa2V9ewHIEQF7L2dU2lM+KjPeShZyyDabtZ3+TH59EwbZveuEnSsMhbNiPpHLvXR+lqCeJ2qSULvd5Ob5N75mfzNk+eGcG0BLGAB92lsrMzRDTgJuTRl63Ag+xZvxDImLxEIpHMAa+usWtdhEzeLmXtlzOaMWkNedBUBRWFdM5iOJXD51IJ+3Tylk3PWIYnz4zQMzbOzs4wAEII3n712hlzASZTniR4YjCFaQmCXhfpnImuaVzSEWFTcxDTcZZ1TFv2rG880pKXSCSSOXLD9jb+89gg5+NZ1kR8haEyQhDP5tEUBb/uojPq4+xYhpBXJ285GJaDR1dBUfDpLobTOYRw6GoJ8tUHTpTOvbMzzLuv24jbpc7qeSjvmX/wxAg+j0bKMOmM+uhqDZbK51ZCTFv2rG8sUuQlEomkDsobtER8Oh97/SV86Wcv0zOWxefR0BSFjrCXccPCq2usb/LzxKkRYhMT6IbSOcbGC3Ptz46O4zgOvfEMI+Mm29tDbG0L4dbUiuY31fIBJucURHw6129r5WhfkuaAB11TpzTlWQkxbdmzvrFIkZdIJJIamKlBy+1vvXzK5LlYwIMCuFQFUFAVBVVT6Iz40DVIZiyagx7SOYus6dAa9FY0rylvflNMFMzbDoe7x6ZtEuPVNVwTTW5Wckxb9qxvHFLkJRKJZBamGz5Tbm2/efdaXrdjTUmUcpbDHU+cZXQ8V9ltL2cybtiFRDhvoYbd41LRNQWvrpM08pwaSrOzM0LQo3P3s70cORfHFvBCT4JYQGf3+lhpuMzkdrf1ZucvZ6S4zx+ZeCeRSCSzMF2DlqaAm7FMjoeODwIFUYr63SVXfqHbXpSAWy1122sLeQh6XcT8bmxHYFg2Qa+OLQR528anu+iNF4491D3GUDpH1O9mPGfh1lWyeYdD3aNk83bVJjHFJLyesXFShok5MUN+uqY/ktWNtOQlEolkBqo1aMmahVaxvfEsjhA80x0HCol45THjott5z4YY//JEN6YtiPh0BpI5TNvh7Og4iUxhnvyZ4XG8uobfreHRVY72JchZNkGPC01V6I1nCU/U4yezJqeGC9Y+VCbUAbSHPTzfE2cwPQYC2kJubtnRzs2XrZEx7YsMKfISiUQyA5MbtGRNmydPj2LaTqkJDiLPC+eT9IwZVcvc2sJe3re/i4MnhzlyLk48kyeesfDqKn53wbXvc2tYtiCdszBMhefOJVgbK3TDK1Ksxw96C9b+9vYQuqaWEuoGUwb3PNePYdrs29KCMzGLPmmYDCTzi/SJSZYT0l0vkUgkM1DeoAXg1FAa03ZKVrUjBKpaaE87U2/1olX/0Vu2s2tdlJaAm5BPJ+DR8bgKAu9SFfK2g64p5CyHdM6iqyVYypI3bYe8bSOEQEz8XFybosCRc/Epg2pCXp21Ub/s+36RIkVeIpGsSgzTJp7JT5nYVi/lDVpM26E3niXoueAELZ9LP92UuMm4XSphv4uBpIHPrdEcLMTxs5aNAgW3vlcn4NZwaQqWI7AcwYu9CU4OjvNyf5LhVA7bLmw8htIG29uDHB9I1z3BTrK6ke56iUSyqliIWeTFBi3n45mC5T5hwU+eS19LHXrxuas2NDGQzJG3bATg1VVaQ0FifjeGZdMe9tA9kiFlWDx/PgGAz63hCIHlgOoInjg9yrb2AFG/h93rYxwfSMu+75IKpMhLJJJVQy2lbnMR+vKOcs90x0HkSy76rpZgaS59LXXoxef8bo3WkAe/24VAoCkKmqpOiHihA975MYMXzsfJWQ7NAQ8el8rxgRTJrEnQ6+JYn4mmKdz25k20Tljwsu+7pBzprpdIJKuGhZxFHvHpvHn3Wt7z6o1c2hHipkva2NkZKQk81FaHXnT/J7LmRBzfnpgtX7gdF93/hmXz/1zVgaqAEIVznxpKE/HpXLu5mV3roly5IUo8k+dHh8+Ts5wF7fveqPCHZHGRlrxEIlkVLNYs8hu2t9EzZjAynptzb/Wi+79YHpc08vjdLjK5Qu170KOVztUzZtASLJTEuVSFmL8y5h7wuEjlCiGKan3fDdOmP5ktTaCrl4UIf0gWDynyEolkVbBYs8gb0Vu9/ByOEPSMZRhIGLSE3KyP+blqQ2Hmu8dVsO5tRzAynific1ecxxECBVgT9pU2MMXzHuoeo2csw3AqT2vIzbqYv7QRqFWcFyr8IVk8pMhLJJJVwWLOIm9Eb/XJ51BgIgGv8lw7O8M8czZOsf99OelcweXv1bXSBibqd7NvSwuvDKTZ0BTgmk3NeHVtTuJcHv4oUgx/FPvq33p5R13vW7K4yJi8RCJZFSzFLPLyNrbzPUfE7656rn1bWgh6CrPhLadQF+8IQdLIo2saG5r8pAwT23FKrz14chjLEWxsDpQeqzc3oRj+kCV5Kxsp8hKJZNVQ7Nven8yWmtfU07d9OSaXRXw677h2PTs6w/QlssSzeVKGSXPATdjr4vFTI9x3dIDukXF+8fIggymjIeJcT/hDsnyR7nqJRLJqmGu8fDkmlxmmzWDK4Mi5OMcH0ng0FZeqoKsKl3WEeXkgTc6yQUBT0M2VG5o41pfiaG+KnOXMOzdhMcMfkoVDirxEIllV1BsvX27JZcUNx+HuMZ4/n8RyHLa2BdnaFuLmkJcj58b42Yv9BNwaEb+bztiFWv2gx0XP2Dg9oxnWx/zzEudi+GO1jK29WJHueolEsiqpNV6+kLX19VLccBzrS5EyLHy6RkfEx0Ayx5OnR9FUhWs3N+N3a3RGfbxma8uUWv2OiB8ohCiqMZM4Tw5XzDf8IVl6pCUvkUguWhartr5WihuOpoCb53ripSl3Ya9O0sjzUl8SIQrldKPjJqmcRUfEx7qon5DPVZpItzbqx6UqFfXyM9XyzxSumG+5oGRpkSIvkUguWhartr7WtRQ3HDnLZnLJnMelcah7lLUxH16XiuUUxPnMcAZNHWFt1MeG5kAho96t8d9etZHDZ8dmFedawhXzLReULB1S5CUSyUXLckouK99wFEbLitIwHICRdB7bEYS8OmnD4vRIBk1ViPp0DMshazn0xQ1OD4/zK1evpS3srUmcy8MVpu2Qy9vomjqlFl6K+8pEirxEIrloWU7JZeUbDl1T6Yz66IsbhH06tiOIZ/J4XCqaomCYDp6JGfOWI3C7FBIZk0ApNq9UnHemiXgv9iYJe3Ve7E3QG78Qx++M+tjYHODIuThXro/Oux+AZGmQIi+RSC5qqvV7r7cXfSOYvOHoagkynM6RzJq4XSp526E16CFpmGTMwija4XSOEbOQEKepcFlHiMvXRjk9PF5TiMEwbXKWw9PdY5i2U8oBcITg7GiGF3oTqBQ2EsX1yVj8ymJJs+sVRblVUZSXFUU5oSjKp6o8/zFFUY4qivKcoij3K4qycSnWKZFIVi/F2vodHWEGUwa98SyDKYMdHWHevmctQohFa/hSns3udqlcu6mZ9rCHoZSBaTu4XQpRnxsFyNmClpCXdTEfayIefG6NbN6uq0mNV9foGc2Qs2zCEwIPYNmCkXSO+HievOWwLuanLeTlWF+KO544SyJrLvAnIWkUS2bJK4qiAV8FXgf0AE8pinK3EOJo2WHPAHuFEBlFUX4L+AvgHYu/WolEspqZXFuftx0Od4/xz493l45ZDCu2WjOflpCHV29tJpG16EtkGUnnCz3uNRUFBRSwHVgT8WELwYmBFC0hTx2udYEiKh8ZTuewnUKyXzH3T/asX5kspbv+WuCEEOIUgKIo3wfeCpREXgjxQNnxjwPvWtQVSiSSiwqvrpGzHH546HzDm+MYpl1Tdvp0zXwSWZPvPHaGk4NpWoJu0oaNR1fJmQ6aCq1BD5qqcGIwzau3Ntfkqh9IGqyJeDkfN0hmTYJeF0JAPJMHwKUpRP1uTNuZSAZc/LJCyfxYSpFfC5wr+7kHeNUMx78f+OmCrkgikVz0NHry2lxb5k7eDER8Om+9qpNjfQmShsXoeB7DtGgNe2mf2IykDQuXprJ7fbSm9ViOw/M9SdY3+9G8CsPpHHnbIWc5tEe8NAfcGKZdEvjiZ7FYZYWS+bMiEu8URXkXsBe4cZrnPwh8EGDDhg2LuDKJRLKaaHRznOlq0J8/n+BYX5L/9qqNtFXJ6p+OtpCXLW0hYn43mbzFudFC/sB43pqYK+8l5HUR8erEM/kpG4Vq64mPm5waGica0HlVVzMIwcFTI0R87tIo23KRlz3rVxZLKfLngfVlP6+beKwCRVFuAf4IuFEIUXWGpBDi68DXAfbu3SuqHSORSCSz0ejmOJO9AlnT5tRQmt54lrRh8cpAirdcubbmWP/kDPymgAfTdkru9GIJ3DceOV16TbnXoJqXYmt7iNGMydh4ju7hca5YF6Uz4uPkUJpYwENXa7BiDbWWFdYanpAsLEsp8k8B2xRF2UxB3N8J/Fr5AYqiXAX8A3CrEGJw8ZcokUguJhrZHGeyVyBr2jx5erRUqhby6iSyJs/3JOqK9U8u+dM1FVVR6BnL8FJ/ksvWhKvmErz96rVVvRQ+XePazU2cGEhxYjBNxKcT8rpYG/XRFvbinrDiay0rXI4T/S5mlkzkhRCWoigfAX4GaMC3hBAvKoryOeBpIcTdwBeBIPADpZDieVYI8ZalWrNEIlndNLI5zmSvwKmhNKbtEPZeEDpFgVjATdIwa471TzdOF+CyNWE2NAdKx5bnEjx8fKhiPeX4dI0r1kWJ+HV+9doNtIe95CxnTiN7l9NEP8kSx+SFED8BfjLpsdvK/vuWRV+URCJZ1czmRm5Uc5xyr4AjBL3xLKEygXeEQAF0Ta071j85A1+h4KKfKZfgxGC6tJ7pvBTFdrbFz6benvWNTlqUzJ8VkXgnkUgk86VWN/J0lnK9Ludyr0DIW7jVlg+cSRtWRVLbXDLWi8JbLHmbKZdAU1U2t/g5O5qty0tRa0x9uU30kxSQIi+RSFY99bqRp6tVr5eiV2B0PI8jChY9FARedyl0tRSS2uaSsV7NIzFbLsH121r54eHzC9LCdzlN9JNcQIq8RCJZ9czVjTzfzPByr8CZ4XH6ElmCHhedUR9dLUF8EwNl6on1T+eR2NwSoHskM6OV3hb2Lth8+OU00U9yASnyEolkVbNQbuR6O9jt2RjjuwfPYjk2HRH/nKzomTwSACjMaqU3yksxmeU00U9yASnyEolkVdNoN/JcS8TaQl7ef/3meVnRs3kkNjX58btdNZ1/IerXl8tEP8kFpMhLJJJVTSPdyPMtEZuPFV2LR+L0cIYPH9jacCu9VhqVtChpHFLkJRLJqqaRbuRGlYjNRXzr8UhE/e4l60i3UOEAydyQIi+RSFY9c3Ujlwsh0PDYfj1CW49HYqbz1hpumO8mQIr78kCKvEQiWfXU60auJoSbmv3kLKchsf25xPVr8UhsbvHzi5cHpz3v5HCDIwSGafP8+QutdQHZlnYVIUVeIpFcFNTqRp4u7n5qaJwXehK0Bj0EPFNvnZNj+9NZwvOJ68/kkVBQ6B7NgmDa8xbDDWGfzkv9ydJAGwCfW+Pfn3ORylqyLe0qQhFidQ1t27t3r3j66aeXehkSiWSFcu8LfdNay4+cGAQU9m9tnfJcfzLLjo6CxTuTJTzT+YvnmCmuX+4FKPdIZPL2tHXy/cks29qCHB9IE/bqPN09hmk7BD0uVEXBEYKkYdIXz7J/WwtbWkNzWptkyajuXkJa8hKJRFJitgz2K9c38cBLg/SMZeiI+KbE9neujcxopb99T/VJcEVqietX80gAfPWBEzOe97meBC5N4czI+JRBOaqiEPK4eNkwGZtokTuXtVVDjpxdWqTISyQSyQSzZbAHPS4u7wyzpTXAmZHMlNj+bNn3D78y/SS44uO1xvXLRbOm3vWKgpG36RnLEPG5pxxjOg5uTWU4lS/Np5/r2kCOnF0uSJGXSCSSCWrJYPe6Nd60qxOgwkKtpY69lklwc2n9Wsu6dVdhQM0LvUli/qnHZPN2YZCOQlWRn2s/gZjfjSMEqqLI2P4SoM5+iEQikVwcFDPYh9O5qs+X19R7da2iHr2WOnZNVdnaFqzp/Aux7gOXtuNSVeKZfGlYjiMEyayJV9e4pD1MNm9PEfh613bw5DCJTJ7hdI6HXxni0RMjPPzKEMPpHPFMjoMnh+t6f5K5I0VeIpFIyti3pQWvrtGfzGI7BSG0HUF/MjtjTX25NV2N0iS47a1zOn8j1t0W9vJf964l4NFIGSbxbJ6UYdIR9XLtpmZaQm7WRX2MjOfmvDbDtDncPcbJoXH64gYhr07EpxPy6vTFDU4NZTjcPVbaFEkWFumul0gkkjLm2pq11s56baGFmQQ3ed2m7WA7gl3rItywva103psvW8NAMk/KyBPxFTwRqqIwlDaI+j28a98mXjyfmPPaDLMQ97cdQdhXmdwX9ukksybnxjJy5OwiIUVeIpFIJjHX1qy1dtZbqNavEZ/Ovi0tmLZTyKZXFY4PpNE1tSTSkzcDKcOaIuTrY/45r00BhlJ52iPVcxP8Ho2BhDF9zZekoUiRl0gkkmmoV+Dq9QI0uqysPOFtQ1Ng2mY2tWwy5ro2AbSGPGTyNmHv1IhwJm/REnKzujq0LF+kyEskEkkDWcoBLfUO0FmItXl1jbUxH2dGMiSNPEGPXmq4k86ZaKrKuphfuuoXCSnyEolEsgAsdvOXWkr45tLMpl68usbVG2OoikI6Z9EbzyIouPE7oz6CHhdXbYhKkV8kpMhLJBLJKqCeUbQLLbDF3ASPrrKlNViqk49n8/OqIJDUjxR5iUQiWQXUM4p2oZlrhYKk8cg6+TnwT//0T1x99dWEQiFisRhXXXUVH/vYx5Z6WcuS22+/nZtuummpl1E3R48e5eabb8bv99PZ2cltt92Gbc9e11vv686fP08wGERRFNLpdOnxO++8k1e/+tU0Nzfj9Xq55JJL+PznP08+X72vuERSTyOfxaCYm/DhA1v5wPWb+fCBrdx6eYcU+EVGWvJ18md/9md85jOf4ZOf/CR//ud/jmEYHDp0iO9+97t86UtfWurlSRrA2NgYt9xyCzt27OCuu+7i5MmTfPzjH8dxHD7/+c839HWf+MQnCAaDjI+PVzw+MjLCa1/7Wj7xiU8QjUZ58sknuf322+nv7+dv//ZvG/p+JauHWkv4JBcRQohV9e/qq68WC0lnZ6f47d/+7SmPO46zoNetB8uyRC6XW+plCCGE+OxnPytuvPHGpV5GXfzpn/6piEajIpFIlB77whe+IHw+X8Vj833dgw8+KGKxmPjiF78oAJFKpWZc1//4H/9DRCKRZfVdkyw/4pm8+OnzveIvf/aS+OK9L4m//NlL4qfP94p4Jr8k6/jznxwVn//xi+LPf3J0SdZxkTCtJkp3fZ3E43HWrFkz5XFFuRAD+/Vf/3X27t3Lj370Iy699FK8Xi/79+/n6NGjU1738MMPc+ONN+L3+2lubua///f/TiqVKj1/8OBB3vKWt9DR0UEgEODKK6/kX/7lXyrOUX69nTt34vV6eeKJJ0qP33PPPezYsQO/38+b3vQmRkdHOXHiBAcOHCAQCLB3716ee+65inPWc93/+I//YNeuXQQCAfbv38+LL74442f44osvcuutt9LU1EQgEOCyyy7jq1/96oyvARgdHeX9738/zc3NeDweXvOa13D69OlZX1cvP/3pT3n9619POBwuPfbOd76TbDbLgw8+2JDX2bbN7/zO73DbbbfR0lKbddXc3Czd9ZJZWQ5u8kTW5FuPnubuI70c7UtyYjDN0b4kdx/p5VuPniaRNRdtLRc7UuTrZM+ePfzN3/wN3/72txkZGZn2uO7ubj72sY/xmc98hjvuuINEIsHrX/96DMMoHfPoo49yyy23sGbNGu68807++q//mp/85Cf8xm/8RsV5XvOa1/DNb36Tf//3f+ftb387v/Ebv8H3vve9iuudOXOGT37yk3z605/mpz/9KZs3bwbg7Nmz3HbbbXz+85/n61//Oo899hgf/OAHeec738k73/lO7rzzTizL4p3vfCdCiLqve/bsWT7xiU/wR3/0R3zve99jcHCQd7zjHaVz3X777fziF7+oeM2b3/xmNE3ju9/9LnfffTe/8zu/U7Gxqcbw8DCvfvWr6e7u5lvf+hZf//rXOXr0aMVnJYTAsqxZ/83GSy+9xKWXXlrx2IYNG/D7/bz00ksNed3f//3fk8vl+PCHPzzjWmzbJpPJ8Mgjj/CVr3yF3/qt36rYUEok0zF5gM5icv+xAZ46PYphOkR87tI/w3R46vQo9x8bWPQ1XbTMZOavxH8L7a4/cuSI2Lx5swCEoihix44d4jOf+UyFO/a9732vAMSjjz5aeuzMmTNC0zTxd3/3d6XH9u/fL2666aaK899///0CEM8///yUazuOI0zTFB/84AfFgQMHplzvmWeeqTj+ve99r9A0TZw4caL02Cc+8QkBiG9/+9ulx+655x4BiKNHj1Z9zzNdV9M0cfz48dJj//Zv/yYAcezYsarnGhoaEoB47rnnqj4/Hb/xG78hrrnmGmFZVumxP/3TPxWKopTc3P/4j/8oKDTcmvHfbLhcLvG//tf/mvL42rVrxac//el5v254eFjEYjFxzz33VKy7mrve4/GU1v2e97xH2LY96/ol8yObt8TYeE5k89bsB0umkM1b4rf++Wnx3m89IT76vWem/Hvvtx4Xv/XPT8vPt7FMq4ky8a5Odu3axbFjx/j5z3/Oz372M/7zP/+T//k//yff//73OXz4MMFgEIC2tjZe/epXl163ceNGrr76ap588kk+9KEPkclkOHjwIH/zN39TYV3u378fXdc5dOgQl19+OWNjY3z2s5/lrrvu4vz586VM7bVr11asa+3atVx55ZVT1rtp0ya2bNlS+nnr1q0AvPa1r53y2Pnz57nssssAar7upk2b2LZtW+nnHTt2ANDT0zPFqgVoampi/fr1fOhDH+J3f/d3OXDgAG1tbVU/6yJjY2N85zvf4d/+7d/QtAtWyZYtWxBCkMlkCAaDvPnNb+app56a8VxFhBAVWe+KolSceyH5oz/6I6677jre+MY3znrsY489RiaT4cknn+Rzn/scH/nIR/ja1762CKu8+EhkzVLJVxFZ8lU/8UyewXSOzoiv6vNhr5veeJZ4Js+aaY6RNA4p8nPA4/Hw5je/mTe/+c0AfPOb3+QDH/gA3/zmN/noRz8KUFW42tra6OvrAwrCZds2v/3bv81v//ZvTzn23LlzQCHu/fjjj/OZz3yGHTt2EA6H+bu/+zvuuuuuiuPb29urrjUajVb87Ha7pzxefKw8lFDrdac7f/m5ylFVlZ///Of80R/9Ee973/vIZrO85jWv4Stf+QpXXXVV1dfcd999CCG45ZZbKh7v6+sjGAyWYtpNTU1EIpGq55jMgw8+yIEDB0o/33jjjaWwQiwWI5FITHnN2NgYsVhs2nPW8roXX3yRb33rWzz00EPE43EAMpkMAIlEAk3T8Pku3Pj27NkDFDZ/LS0tvPe97+XjH/94xcZNMn/Ke763hbzT9nyXzI6igFJDY3oZdVocpMg3gPe///188pOfrIi7Dg4OTjlucHCQnTt3AgVxVBSF22+/vapF19nZiWEY/PjHP+arX/0qH/rQh0rPOY4z5fhGxmnrue5cuPTSS/nhD3+IaZo8/PDD/OEf/iFvetOb6OnpQVWnpok8/fTTRKPRCvEDuPfee7n11ltLr/n2t79dEaOfDlEI61RY/aFQqGJ9k2Po586dI5PJVPVO1PO6V155BdM02bdv35TXr1u3jve///184xvfqHr+ouCfPn1ainyDqbfnu2R6Ij43rSE3qaxJxO+e8nwya9IWKsToJQuPFPk6GRwcnGKlDw0NkUgkKqzpwcFBHnvssZLL/uzZsxw+fLgkQoFAgOuuu46XX36Z2267req1EokEjuPg8XhKj6VSKe6+++4FTb7K5XKLcl1d13nta1/Lxz72MX7t136NeDxOU1PTlOOeffZZ4vE48Xi85Dl47LHH+PnPf85Pf/rT0nH1uOtDoRB79+6t+twb3vAGvvjFL5JKpUri/6//+q/4fD5uvPHGac9Zy+v279/PAw88UPG6e++9ly984Qv85Cc/oaura9rzP/roowClpEpJY1guPd9XC15d45Yd7fzw0HmSWZOg13VhQI1hkbcd3rKjQ36Wi4QU+Tq54ooreOtb38ov/dIv0dbWRnd3N3/5l3+J3+/nve99b+m4lpYW3vWud/H5z38en8/HZz/7Wdra2vj1X//10jF/8Rd/wc0334yqqvzKr/wKoVCIs2fPcs899/Anf/InbN++nWuuuYbPfe5zhMNhVFXlz//8z4lEIiSTySqrawyRSGTBrvvcc8/xB3/wB7zjHe+gq6uLsbExvvCFL7B79+6qAg9w5MgR1qxZw7ve9S4+8pGP8Morr3Dbbbfx/ve/n1/6pV8qHdfc3Exzc/O81gfwoQ99iK985Su87W1v4w//8A85deoUt99+Ox/72MdK5XHf+c53eN/73sfJkyfZuHFjza9raWmZ0gHwzJkzAFx//fWlnI5bb72VW265hZ07d6JpGo8++ih/9Vd/xTve8Q5pxTeYhej5bpj2ok+gW07cfNkaukeyvDKYJJE1URQQAgIelSvWNXHzZVPLkCULgxT5Orntttu46667+N3f/V1GR0dZs2YNr371q/nXf/3XCgtr48aN/I//8T/41Kc+RXd3N3v37uWOO+7A671gLezfv5+HHnqIz372s7z73e/Gtm02btzIrbfeWvIK3HHHHfzmb/4m73nPe2hubuYjH/kImUxmwbueLdR116xZQ3t7O3/yJ39Cb28v0WiUAwcO8IUvfKHq8X19fQwMDHDXXXfx7W9/m7e97W1Eo1E++tGP8pnPfGZea5mOWCzG/fffz0c+8hHe/OY3E41G+f3f/31uv/320jGO42DbdkXZYS2vq5VrrrmGf/qnf+LMmTO4XC66urr4sz/7s4rwiaQxNLLnu0zeKxDx6bxv/2YOnhzmyLk4pi3QNYXd66MX3Wex1CjlN6nVwN69e8XTTz+9pGv49V//dV544QWWeh2rgZ/+9Ke88Y1vZHR0dMakN4lkPtz7Qh/H+lIVMfki/cksOzrCs8bky5P3WoKeUvLecDqHV9cu2uS9i92rsUhMG0eVzXAky5pnn32WjRs3SoGXLCj7trTg1TX6k1lsp2D42I6gP5mtued7efJe0SNQTN7LmhYHTw4v6HtYrixlUx6JFHnJMufIkSNV6/8lkkZSHI26oyPMYMqgN55lMGWwoyNckwVeTN5rCXqqPl9M3ivG/+eCYdoMJLP0J7JzPo9h2sQz+XmtQ7KykO56iUQiKWMu7uV4Js83HzlNxwzNXXrjWT5w/WaiVcrKZiKRNbn/WD/3HR1gKJVHKNAW9HDLjnZuvqy9phDAXHIFyj+H4s/S5b5smdZdLxPvJBKJpIy5CFkjk/fKSWRNvvXIaZ4+M4pbU+mIFjYRScPkzkM9dI9meN9rNs8o9PU2+infEOQsh57RDCBYF/PjmZhZL5PnVg7SXS+RSCTzxDshfsPpXNXnh9IGOzvDdYv8wZPDnBhM4XFpRPxuVEVBVRSiPje6pvDi+QQPHZ/aeGvyOWrNFShuCI71pQh7dbpHMmRMm2zeoXs0Q8irc6wvxR1PnCWRNae4/2U4YPkhUQQVygAAKxNJREFULXmJRCJpAPu2tHB6OEN/Mktr8ILFPJQ2ak7eK8cwbY6ci5PO2RVWc95yGE7nCmJq2fzTo2cwLYe9m5toC3krNhL1Nvop3xC82JvAtB2iE53pklmT7pFxdnZG6B4Z52sPnMDtUkvXURUFIQSeietLi395IEVeIpFIGkAxea/o6hai0J99rmJnmDaWI0rWOxQE/sxIGtsBn64VusjlTL77eDc/OHSeK9aG2bMxVrredI1+TNvBtB10TS01+gFKGwLTduiNZwl5L6w56HXRG8+yocnPqeFxEhmTWy9fgwAePzVCMmMS9ulc19WM26XKvv/LBCnyEolE0iAiPp1bL+/gpkva5p2o5tU1XGqhHawjCmI/nM6VBN50HMYyJgGPxtY2P9m8TcqwKsR1cq5A1rQ5NZSmN54FwBGCgNtF3r4wl0JTFXL5guirZW2sVUVBAK8MprAdgd9T2GScHh7HdgQdUR/JrMmp4TQ7OyOy7/8yQcbkJRKJpME0ojbcq2vsXh8l6NFIGxa2I4hnTbwTLvKxTA5VhTURH6oCbl2hN5GlKeAuxdrLcwWyps2Tp0fpSxiEvDoRnxsFBUWBHx46XxJ62xHoWuEaTln1lTMxn3wwmcPv1krp3L3xLEFPwV4Mel2cG82QyOYxbachpYOS+SFFXiKRSJYB1ZLW9m1pYWtbCMOyGR3PgRAIBdJ5k0zOIeLVsWyH4wMpTg9lODM8zvPn4wQ9eklc921pwaUqPH5ymGzeIjzhgk9mTTy6yp4NTWRNi8PdY6UNga6pdEZ9pHNWaS1pw6LJ78YRglTWojN6oVxQVRTylkN/wqB7ZJxHT4zwi5cHeak/iZG3pcgvIdJdL5FIJEvIbDXs79u/mY3NPn72Qj8nhywM08bvcdEW9qAoCuM5G4+uoQgQQmMomSdljLIh5mcwZXDkXJy+RJaTQ2ksRzAynqfJr7OhOUBXSxCfW0NR3BzqHuM9+zaWkgc3NgcYTueJZ3OYtmA8Z5HNm5wZyeLVNVpDHqyJ7oA5y6Z7ZBzLEXhcKjG/jqIo9I5lMSyHvNWYMdWS+pHNcCQSiaSMxey1Xk+/e8O0ueuZHl4eTLM24uPfnunBtAQ+d8FWy5qFLPzOqI94Jg8Iwj6dvoSBW1PoGTNoDrpxu1SCHhf7ugrZ/qeGCzH6lGFx1YYol3WEAIXTw+MYps2Z4XG6RzME3Bphn44jQAiBW9PQXQphr86xviSmXdCSiF+nM1Ks58/j1TXesrtTxuUXFtkMRyKRSGZiISfITbdxKC9ZK1KsYZ+ctObVNW69opPRJ84yMp5HCBBKQXANy0FTKbXVNR2b00PjdEb9dEZ9hVh6Ks+4YWFoCrqqcqwvSSpnYlqCwERMvSPio3vCUn/3vo24NZWHXxnipf4UMb8bXVOxHMGTp0cxbZucKbDcgvGcjSMc/G4XrUFPKetf1zSuXB+rKNOTLC5S5CUSyUVPvV3h6jnvdBsHj0utq4YdLpTp3Xe0n4MnNbJZk7iVpzXopS3kxaUpJI08qWwhUa8lVGigg6IQC7hJZE1sB7KWzUv9SZoDHmIBN0kjT2fUV9qE9CezHO4e46ZL2jg+kGZN2Fcqw9M1uHZzE6eG0vSMZTg9lCbs0wj7fCAE43kLBeiM+uhqDeLTNZITjXOkyC8+UuQlEslFTz0Wda3MtnF40641petUQ1OVUg17uThGfDpv2tXJicE0Pt1FbyLLQNIgY1ooJrSHPaQME4/uQlcv5Fa3Bj2kDQtLOMTH8+Qsh86oj6SRR9c0ulqDZccWNhhXro9WXaNP19jZGWF7e4jTI2kUAV2tIRwhSvX3xQz9ubb0lTQGmV0vkUguahZqgtxs7WSPnIsDlEbbTmYmcSyW19lCcFlHmFdtbuK6riZuuqSNrW0hHAfCXhdKWZ27rqlsbgkQ9bsxTJu8VQghdER8XLu5CV/ZdYobjOLLp1ujqiiEPDp7NsZKWfl+t6sk8DD3lr6SxiAteYlEclEzXVe4ItNZ1LOdczZX/PGBNNvbg5wYHK/wIBSZTRx3ro3wsxf6eezEMH6PhqoorAl7Cbg13C6NjS0B4uOFLnRFdE1lTdiLZdlE/W72b2utev7iBiPic7OzM8yxvtSMa9y3pYWesbMNa+kraRzSkpdIJBc15V3hqjEXd3OtG4dLO8IIAT1j46Xr246gP5mdURwTWZMfH+mjPexla1vBzZ6zHI4PphgZz/PLu9bQFvSguxSSWbPU1MYRgv5EoTzul3d3kMiaVc9fvsHYt6WlFKefbo3FXIEdHWEGUwa98SyDKYMdHWHZ1naJkZa8RCK5qCl2hZvJWt3eHiwJdy1iP9vo2XTO4tRQiv97qAdbQM9ooZHN2qgfr3v2ca7FUEBr2EsqZyEEIARuTSVj2ghFIeJ3swlBMmvRnzRwHMiYFuuiPj72+ksIe3XueKJgfUd97lLr3Hg2X7HBqLUnfyNb+koah6yTl0gkFz3FJLmsaVW4m3vGMgwmDVpDnrqnq937Ql/VjUM2b3P/SwNE/Tr7ulpK1+pPZnGpCv/tVRtpq7LZKJbhKcA3HjlN2KvzdPcYmbxFNm+TNCwQgpxVENgv/Mou+hMGL/YmMS0HWwh2rYtww/a20trPjWX47sFunj4zWtqQ7N3UxLv2bWR9zD/tGqSALzumrZOXIi+RSCRUlrsJUejiNpzK0R72sjbmn7FRzXTnq7ZxOHhqiHjG4ubL2iuS3QD6k1l2dIQrMvknl+EZps35sQwBj05/0mBkYmiN16WiTIx7HUrnuGpDlD992y48LrWqMCeyJt965DQnBlMksyYCBWWigc7WthDv279ZutlXDtOKvIzJSyQSCRfczR8+sJUPXL+ZXesibGgOsKE5UDU7/uDJ4dJrq/Wdrxan7o1nsB24bnMzripu/MmZ/MWNwrG+FG0hLx0RHx0RHwOpHE93j5IyzNJUumImvVAg4HHRnzR46PhgSdyLVniR+4/18/SZUbJ5h1jAQ0vQQyzgIZt3eOrMKPcf61+Qz1myuMiYvEQikZRRtHaPD6RnbVSzZ2OMw91j03bJK49TD6YMHjsxzFPdYzxzbgyobBgDUzP5q9Xve3WNzS0Bzo9lMUyHtkmlfznTIRZw49VVnjozVnov5evbszHGfUcHcGtqRfa9qiiF1rUZwX1HB3jjFZ3SLb/CkZa8ZNXywgsvsGfPHrZt28Zb3vIWUqlU6bnf+q3fYu3atRV1xBJJkVqy4w3T5rsHK63smN/NM2fjfOexMxWZ6znL4Z7n+jk3miXgdhHy6oS8hb7yT54eJTtxvfJM/pnq97e1hXBrKuM5C5uJzHkEWdNGU6E54MZxBC/3J3nhfLK0vraQl2N9Kf7pkTP0JXKEpnHHh306g6k8iWx+Xp+jZOmRIi9ZtXzoQx/i85//PK+88gqXXnopf/EXf1F67ld/9Vc5fPjwEq5Ospyppazu/FgW23FoD3vJWw4v9iZ4+JUhjg+keeiVIb72wImS0Bct8rUxP+tiPtKGVbCavTqmbXNqqGBpl5euzbTRCHl19m6KoSkK2ZzFeN4ik7MIeV1sbgmSswrSL4RCZ9Q3JdxgWBYpo3r5XDn1pmxVC1tIlhYp8suYH/zgB7zlLW9h7dq1BINBrr76ar73ve/VfZ7z588TDAZRFIV0+oLb7s477+TVr341zc3NeL1eLrnkEj7/+c+Tzy/M7v3EiRP85m/+Jrt27ULTNG666aZpjz169Cg333wzfr+fzs5ObrvtNmy79hvHwMAAp0+f5o1vfCMA73//+/nhD39Yev6GG26gvb19zu9FsropltUNp3NVn+9LZAHBmoiPbN7myTMj9MUNQt6Ci7497OXw2TG+89gZBlNGhUXe1RIs1a+bto1b0zg7Mk73SBoF2LMhVloDTL/RuLQjQnPIjS0EtnBQFIVE1qR7dBxHQDZnsaU1UNF9rsi6WACA+DSWetLI0xb6/9u79/CoynvR49/fXJNJSDJJCBe5U8Vqi4K21VNRixfwisdqtTytiNoeq/hYZVN362k3x13vR93lSLVudXvtrhvPqVdEq1UQREFrUbEKhEu4GCDJ5Db3mfWeP9ZKnISZMBGSwPD7PM88yVrrXWveeXP5rfVe/VQEfHmVV0s0yZJPvmDhmxt4ZPkmFr65gSWffJFzHL7qP9omfwC79957GTt2LPfddx/V1dUsXryYmTNn0tDQwHXXXZf3debNm0dpaSnhcLjL/sbGRqZOncq8efOoqKhg1apVzJ8/n/r6eu6///79/XFYu3Ytixcv5oQTTiCZzP3HHwqFOP300znqqKN4/vnnqa2tZe7cuViWxW9/+9u83mvbtm2MGDGic3vUqFFs3bp1nz+DOnScOL66c2317rO4ed3CCKfH/caGdpIp06Vt2+NyUeL30BZP8va63cCXT+TFPjcTR1Tw7sZGare3YRlDWyxFSzTJpNFBnnx3S2e7fk/j9xvb44wJBtgcihJPpnF7DSBgDK2RJB6Pi6/VDMr62Yq8bsZUldAWS9LqSlDq9+IS6Vw9LpEynH/MkLza4/tqcR+1f+gQugNYQ0MD1dVdZ7yaOXMmK1euZNOmTXldY9myZVxwwQX86le/Yt68ebS1tVFaWpoz/c0338zChQsJhUI526s//PBDBg8e3CWIdli8eDHTpk3D7d7zn4NlWbicBTMuuugiGhoaeOutt/ZId/vtt3PXXXexZcsWysrKALjrrrs6b0A69k2ePJm6uro9zp82bRo33HAD1157Le+99x4A0WiUmpqaLu3yQOeQI6Wy6T6srmMSmMmj7GAcDPh4e/1uAj4PxtiB3O0SJ3AnmXL4YHa3xQAYXmHfFESTaWepVguPS9jcECaWTDGmupRin4fjRgcJx1MUed2ceVQNL6zZQTJtGFZe3GX8/odbQ6RShoDfQ1N7HAuoDPjwegS387f7vSOHZK3uT1uGrU1hfG4XGxvDhOMpRIR02qLI62bC0EH85OTxlBd7aYkk2NkWo8jjpqasaI/An2s+AMg+JFD1CV1Pfn+qrKzk2muvZePGjSxZsgRjDBdffDELFizA78++yMVX0T3AA0yaNKlLtXNP0uk01113Hb/5zW+oqKjI65yqqqq9VtfPnz+fdevW8fbbb3fJ4xNPPMHs2bNZsmQJZ5xxxh7nuVz5tQ698sorTJs2rTOYA1x66aXcdNNNLF26lPPOOw+gxzb1+vp6tm3b1rldV1eX9aZEqZ50n8VNAMOX1flL1+1iWyiCMeByCSBUFHvxe4VRlSUUed24XS7GVgeoa4oypKyIjbvbSaYtyoq87GiOkkhZDK0IUFnipzWWYEtjmHGDS/lgSxMfbwsxIhhgWyhC7a52asr8eNxCY1uCZMrisGAAj8tFZYmPxrY4jZE4Aa+bYq+HnW0xVtTu5lujqyj2dQ3Mu9tjTB4d5MTx1aysbWDVpibqmsK0RdMMKvIQSaR45v06Nuxs54MtIcKJNGJgaHkR3z9+BOdNHE55sTevOfp1LfmBpW3yvVRXV0coFOK+++6jsrKSRYsW8fOf/5yHHnqIhQsX7pHeGEMqldrrK18rV67kiCOOyCvtgw8+SDwe59prr+0xXTqdJhKJsHz5chYsWMDPfvazHnudP/bYY3i9XqZPn05rqz106Pnnn+eKK67gtttuyxrge+Ozzz7jyCOP7LJv1KhRBAIBPvvss7yuMXToUMaMGcPixYsBeOSRR7jwwgv3KV/q0JLZiSyesnh3YyMPL9/EI8s3cdviT3nq3S28+Pcv2NwYZntzhFA4gWDY1RalviXO8Irizt7yU5yFYLaFImwLRSj1e0imLXa2xvB7XZQXe0ik7Pb5zbvbebe2gUgiTThhUVnqp7zYR0M4zqc7Wtmwq532RIoSvwePc+PcFkvyj52tbNwdZt3Odv5R30pbLMX2pghvfLaT9rj9PybbnPMnjq8mGPAxfvAgTvv6EIIlftbuaOP+19fz3IfbaY8lqQ74qB7kJxSO8+9La3ngLbtTYW8W91EDQ5/ke2nNmjUAzJkzhzvuuAOAqVOnsmzZMpYsWcKNN97YJf3jjz/O7Nmz93rdfKqM33jjDZ577jkeffTRvaZtbGzk17/+NU899RReb8/tYSUlJcTjdgejyy67jLvvvrvH9MFgkFdffZWTTjqJ888/n1/84hdccsklzJ07l5tuummvedubUCiUteYhGAwSCoXyvs4DDzzArFmzuP7665kwYQJPP/1057GrrrqKJUuWADBixAimT5/Oww8/vM95Vwe/7jPMxZNpdrfFqSkrYkQwQGssySufNNHUHsfnEYp8PiLxFG2xFOFEmsNrSjuf0uOlaY4eXkZNWREzvzOK1z+tZ/WmJkSSRGJJkpYFScPa7a3EnOlo48k0NYP8jK0eREsswapNjcRTFpZlaGhPEG1MUeyzbwqKvPbqcx9saSKRMhR5XSTT9tS24USKeCrNCGD1pkYmDC37srlhdBBjDLFkmpW1DaQsQ82gIlZtbiSZsmf1MzhDBVMWjeEEVaU+KgJ+mqMJVm1q4tiRDZw6oQbIPUe/riU/8DTI99KaNWsIBALMmzevy/4jjjiCVatW7ZH+vPPOY/Xq1fv8vps3b2bmzJnMmDGDyy+/fK/pb775Zk444YTO3uU9eeedd4hEIqxatYpbbrmFOXPm8Pvf/77Hc4YNG8brr7/Od7/7Xc455xyuuuoq7rzzznw/Tr+YOHEiH374YdZjGtBVNtk6kX28rZkdzTEiSYuasiLe3dhIIpXG63ZhjKHI58bjEruXe9oQTqQZWRngs/pWvjOmismj7d7y5cVezpk4nLU7WtjVlmDT7nbaoynSxsLjclHsc5NKG8LxFPFiL5sa2klbFi5x0RCOYyzAZY+5rynz0NCe5uNtLRT53CRSBr/XRSJl2QHX46LU78FYhqZwgoDXw4xJwygv8vG3uhD/sXwTKcsAhu2hGJNGBTs7EBb7XITCCQzg97hIW5A2hvZYioqAj0FFXhra4nywJcSpE2ryWopWg/zA0SDfS2vWrOHkk0+mqqqqy/76+nqGDx++R/rKykrKy8v36T2bmpo466yzGD16dJen0VzWrl3Lo48+yrJly2hubgYgEokA0NLSgtvtpri4uDP95MmTATjppJOorq5m1qxZzJ07l/Hjx/f4PtFolEQigcvlor29vUvHun0RDAZpaWnZY38oFCIYDO7z9ZXKpfsMc8m0RX1rjCHlRbREk3y0NcSWxjAlfg/xZAKvx008aVFd6iecSBGOp9jZEsUNxNMWLbEET678src8QCic5PP6VvweN35vmva4hWUgkkjj9QgetwvL2FXwrbEUJT77ad3nc2GASDxFQ3uCqhIf25tjNEcTeF0uUmnTuaSsYHcoTaTTRMJp0laYR9/eRHmxj62hSOdc9am0RUN7nHAijWXZ09tGkyks5xo4vRDcYncYLDP29yLSOU1uT6MQdC35gadt8r20Zs2aPYJ5W1sbf/3rXznttNP2SP/444/j9Xr3+solEolw7rnnkkgkeOmllwgE9lwZqrv169eTTCY58cQTCQaDBIPBznb5ESNG9Dj8riPg7633/ubNmznzzDM54YQTWLp0KS+99NJe2/7zdeSRR+7R9r5161YikcgebfVK7S/ZZphLpi2SaUN9qz33/OrNIZojScLxFBYGjMEA4oKKYh9VpX5SFrTEEhhj2NoUpaEtzt/rmvnje3W88Y+dlAe8JDMCstdtV3On0haptP1E3hpNkk4bjDGkDfgyxrr7PHZAjyYtyou9CPaTdiJtYYx9HIFk2uBxuxEBv8fDO7UNvPjRDjbtDrOzNcbuthgN7XFaoklqd7fT0J6wbybcLlyA/cnsPLqcqnjLGNLGzlfHnPi6lvyBbUCf5EVkOvA7wA08bIy5o9txP/AEcBzQCFxijNnc3/nsEA6Hqa2t3SPIL1iwAIBZs2btcc6+VNenUikuvvhi1q9fzzvvvENNTU1e55100km8+eabXfYtWbKEO++8k8WLFzNu3Lic565YsQKAsWPH5kyzc+dOzjjjDMaPH8+iRYsoLi7m+eef5+yzzyYYDHLbbbfllc9czjrrLO6++27a2toYNMge5/vMM89QXFzMKaecsk/XViqXbJ3I0pZhR3MUj1so9rmxjOlc2jVpGYyxcIvgwq6ur2+JYlkWJT4/VaVFVAR87GyN0xRJMDiR4rW19QR8LtKW3R4eTabxe9ykLHsyGxfgc7lIYvB5XbhTgmUZ+z8kkLLswJ5IWbREklQEvHjdQonPTXM0jc/jwuMSkmnjdHqzA3JliYetoSjJtMEYqB7kx4VgYYgk0rRGE0QTKcYNLsHrdlNZ6mdnS5RE2tjz6js3JC4RWmNJqgf5OW50sLMaXteSP3ANWJAXETewEDgD2AasFpEXjDGfZiS7EggZY74mIpcCdwKX9H9ubR9//DGWZVFbW8stt9zClClTeO2117jnnnt46qmnsnYWq6qq2qNqP1/XXHMNixcv5ne/+x2NjY00NjZ2Hps0aVLncL0nnniCK664gtraWkaPHk11dfUes8lt3rwZgClTpnSOk58+fTqnn346Rx99NG63mxUrVnDPPfdwySWX9FhVf+WVV1JeXs6LL77YWe0/depUnnnmGS666CJOOeUUpk2btsd5kUiks7f79u3baW1t5dlnnwXg7LPP7qyluPrqq1mwYAEXXnghN910Exs3bmT+/PnceOONXYbVKbU/Zc4w1xHo65oiBHxukmk7yHlcQmWpn+ZwAq/brrIe5LefpluiSSKJFCU+D36vm+pSf+eCL43tcf4WCtEcTnLMiAoCvgQetx2s3S5haJk9hj6cSDGqMsDG3WEsY+H3uEmmLQyGlGVwiVBebM9C90VLBJ9HCPg8WBi8bsHncdkT47jsZ/F4yiLg81AR8PP5znZK/W67Ld6ZN8eFUFniJ55KE0ukaQonGFJWzJiqAI1tMZLJNCJukpb95N4xl/23x1ZmrYbX4H7gGcgn+W8DG4wxGwFE5E/ADCAzyM8A5jvfPwvcLyJiBmj2kjVr1lBWVsbLL7/M7NmzufXWW5kwYQKLFi1ixowZ+/39XnvtNQCuv/76PY5t2rSJMWPGAPYkM+l0uteTunzrW9/iscceY/PmzXg8HsaNG8ftt9/O1Vdf3eN59957L5WVlXsE3BkzZrB06VJOPPHErOft2rWLiy++uMu+ju3MzxMMBnnjjTeYM2cO5513HhUVFdxwww3Mnz+/V59Pqd7oGPve0YksmbbY0RxlZGWALY1hWiJJBpf5qQz4+DAaIp60A3RNmZ+2WIrdbXFcIoyqKuGwioBdbe6IptK0x1K43YIRQ3nAR0skSVmxl7ZYknAiRXmRF7fLhWUMx40O8tG2ZgI+IRRJOJ3evJQV+3CB3T5e5OXE8VUcVhFg2boGtjVHCMdSpA2YtEXKMvg8wsQRFcSSKQTweeyhe5aBjgoLjzOf/bZQtHOt+oDfzckTatgWirBxVzuxtEEwDK8IdBknrw58AzbjnYhcBEw3xlzlbP8Y+I4xZk5Gmk+cNNuc7VonTUO2a0Lfznh3zTXX8NFHH7F8+fI+ub5SamB19K6PJu0n8nc3NjKoyEsonKA1nqTM78HtdhFPpGiOpmgKxxlWUWzPh2EZSrxuhlYEcElmlb/Fup1tpC1jB9TyIkr9du/5RKpjGlmLSmd52GEVAcZVl7CrNUZVqY8ir5tl63bTEk3h87gQEbxue5nayaMqmfmdUbTGkjzy9kZeW7uTlmgCj9tFVYmfcYNL7Hb0NHyyowWX2LM8Di0r6pLHSCJF2hgW/PBYPvuijQ272nG7XIjA2KoAY6pLqC71Z53xTh0QCnvGOxH5KfBTsCdN6Str1qzh2GOP7bPrK6UGVkcnspW1DazZ2kxbLIVlYFRVgHHVpXjcQjJt4XW7cIlQ19TORceNJBjw8uS7dTS0x9nZGqes6Mun3I6Oasm0YeKICsJOm/7oqhIawwmMsYgl00QSKcZUlzGmKsCkURUcfVg5L635gmgyxbnHHMbG3e3UNUWIO+34Z31jGKd9fUjnuvXzz/8GV04Zy8I3NvD5zjbKAz7SlmF4RTGjKgPsao2yozVGic/TGRIsDPGkRTJt8bWaUsYPHsTRwys6e85r9fvBbyCD/HZgZMb2CGdftjTbRMQDlGN3wOvCGPMQ8BDYT/J9kVljDB9//DGXXXZZX1xeKXWAyOxE9vJHO9i4O8xhwS9HtXSs6lbfGuW40ZVMGGo3Wx09vIwP65ppCidpjX256IsgtMfSVA/yc/RwezjtxoZ2djRHCfjc+CuKGTu4lF+eNYGq0qIugbXjhqOj138w4OVrNaVMOWJw1qlkRwZL+OU5R/HEO5tpiycZWlZMkddN2jKMqArQnkhR6vcSS6TsifiNwe91Ux7wc9Y3h3a+rwb3wjGQ1fUeYB1wGnYwXw3MNMaszUhzLfBNY8zVTse7C40xP+jpuoW0QI1SamBlVt9nGwOeOUSsI21zJEFrNEl9a4y0MUTjacQFRw8r4/AhX/ZjsYfnWTSF40wcUdHjIi69fbLOtrDO2OoS1tW3URcK0xa1x8K7gEHFHg6vKeOKk8ZqO/vBK2d1/YCuQiciZwP/hj1A5FFjzK0icgvwvjHmBREpAp4EJgFNwKUdHfVy0SCvlNqfcq1E1zH3e660ybQ9+9zEEeUcOyrYWfW+t5uF/an7zUFH/tZsbSaZtnvkHzOyIutnUQeVAzPI9wUN8kqpvtCbp+lsaXtzs9DXtM294GiQV0qpA4EGWNUHCrt3vVJKHSw0uKv+pHPXK6WUUgVKg7xSSilVoDTIK6WUUgVKg7xSSilVoDTIK6WUUgVKg7xSSilVoDTIK6WUUgVKg7xSSilVoDTIK6WUUgVKg7xSSilVoDTIK6WUUgVKg7xSSilVoDTIK6WUUgWq4JaaFZHdwJY+uHQ10NAH11VdaTn3Dy3n/qHl3Pe0jKHBGDM924GCC/J9RUTeN8YcP9D5KHRazv1Dy7l/aDn3PS3jnml1vVJKKVWgNMgrpZRSBUqDfP4eGugMHCK0nPuHlnP/0HLue1rGPdA2eaWUUqpA6ZO8UkopVaA0yOcgIpUi8hcRWe98DWZJc6yIrBSRtSLykYhcMhB5PRiJyHQR+VxENojIP2c57heRZ5zj74nImAHI5kEvj3K+UUQ+dX5/3xCR0QORz4PZ3so4I933RcSIiPYE/wryKWcR+YHz+7xWRP7Y33k8EGl1fQ4ichfQZIy5w/mFChpjbuqW5gjAGGPWi8hw4APg68aY5v7P8cFDRNzAOuAMYBuwGvihMebTjDTXABONMVeLyKXAfzfG6E1UL+RZzt8D3jPGRETkZ8CpWs75y6eMnXSDgJcBHzDHGPN+f+f1YJbn7/LhwH8BU40xIRGpMcbsGpAMH0D0ST63GcDjzvePAxd0T2CMWWeMWe98vwPYBQzurwwexL4NbDDGbDTGJIA/YZd3pszyfxY4TUSkH/NYCPZazsaYN40xEWfzXWBEP+fxYJfP7zLAvwJ3ArH+zFwByaecfwIsNMaEADTA2zTI5zbEGPOF8309MKSnxCLybey79Nq+zlgBOAzYmrG9zdmXNY0xJgW0AFX9krvCkU85Z7oSeKVPc1R49lrGIjIZGGmMebk/M1Zg8vldPgI4QkRWiMi7IpJ1BrhDjWegMzCQROR1YGiWQzdnbhhjjIjkbNcQkWHAk8AsY4y1f3OpVN8TkR8BxwOnDHReComIuIB7gcsHOCuHAg9wOHAqdo3UMhH55qHefHpIB3ljzOm5jonIThEZZoz5wgniWat+RKQMu63tZmPMu32U1UKzHRiZsT3C2ZctzTYR8QDlQGP/ZK9g5FPOiMjp2De2pxhj4v2Ut0KxtzIeBHwDeMtpbRoKvCAi52u7fK/k87u8Dbt/SRLYJCLrsIP+6v7J4oFJq+tzewGY5Xw/C3i+ewIR8QF/Bp4wxjzbj3k72K0GDheRsU4ZXopd3pkyy/8i4K9Ge4n21l7LWUQmAX8Aztc2zK+kxzI2xrQYY6qNMWOMMWOw+z1ogO+9fP5nPIf9FI+IVGNX32/sxzwekDTI53YHcIaIrAdOd7YRkeNF5GEnzQ+Ak4HLReTvzuvYAcntQcRpY58DvAr8A/gvY8xaEblFRM53kj0CVInIBuBGIOfQJJVdnuV8N1AKLHJ+f7v/41Q9yLOM1T7Ks5xfBRpF5FPgTWCeMeaQr/3TIXRKKaVUgdIneaWUUqpAaZBXSimlCpQGeaWUUqpAaZBXSimlCpQGeaWUUqpAaZBXaj9zVhqbP9D5GCgiMsYpg8sHOi9KHeo0yCvVCyJyuRPAsr2ey3HOGBGZLyIT+zm7yiEiF4jIbwY6H0r1t0N6Wlul9sG/Yi99maljAY1iIJWxfwzwL8AG4KM+z9nA24JdBsmBzkiGC4AfAbcMcD6U6lca5JX6al4zxizPdsAYc0gvJ+pMP3xIlIGIFANxXZhKHai0ul6p/SyzTd5pl37TOfRkRtX+5c7xt0Rkg4h8TUReFZGwiOwSkTucFcy6X/tiZxnNiIi0isjLIvLNbmlqROQPIrJFROIistt5n1N7k6aHz/c/RGSNiLQ7efhURP4l43jWNnkROUlE3hORmIjUicivRGS2k3ZMRrrNIvK6iHzLWTY0KiJbReTGLHmZKyJvO/mPi8hnIvJP4qwG01HG2OsguDObV3rKa0Y+HsvY7miqOV1E7hWRHUAYKHOOTxaRF0Qk5OT5fRG5YG/lqVRf0id5pb6acmcRjEwhY0y6275lwG3Ar4AHgHec/e9kpBkEvI69lvufgWnATcAm7MVjABCRf8Kea/7P2EsblwI/A1aIyPHGmI7mg0XAscBCoBaoBL4DTALe6kWaPYjIbOBBJw8PAAJMAKbkOsc57xjgNSCE3dSRAH6CHSSzGQW86HzOp4BLgHtEZK0x5tWMdDdirwL5LHYTyRnYZRTkyyWjb8V+oPkuXy56tC/+DWgD7gQCQEJEpjif71Pn/WLYa1v8WURmGmP+cz+8r1K9Z4zRl770lecLe11wk+N1pJPGAPMzzjnV2fejLNd7yzl2dbf9fwdWZ2yPxG7jvrVbuiFAE/C0s13uXG9eD59hr2l6OPfPwCd7STPGuf7lGfueB+LA2Ix91U7eDTAmY/9mZ9/0jH1+YCewqNt7BbK8/8NAO+DP2PcYkMonr93y8ViWn/0HgDdjv2AvmrIMcHfbvxy7r4YM9O+uvg7Nl1bXK/XV3ID91Jj5qvuK10piB6ZMS4FxGdvfx655+08Rqe54AWlgJTDVSRfFfko+NUtNA71Ik0szMFJETsz3BBFxY5fPy8aYTR37jTENwNM5TttkjFmSkTaOvUxrZplgjIk47+ERkaDzed4CSrBrGPrCvxt7zfIOxwBHYn+WYMbPpgpYjL32+RF9lBeleqTV9Up9Ne+bHB3vvoLtxl5KM1MIuwq9Q0eQ+DjHNSwAY0xCROYC9wH1IvIBsAT4ozHm83zT9OAO7BuKd0SkDngD++n+JWNMriUta7B726/PcizbPrB76HcXAroMQxSRs4HfAMex5/+zihzX3le13bY7fjYPOq9saoC9la1S+50GeaUGXvd2/Gw6at3Oxa72zskYc7/Y68KfD5yG3W79SxG50hjzZL5pclz7cxE5ErvfwJnO19nAKyJyrtl/vcxzlUlmh7r/ht1uvxK4BtiOXUMxGbu9PJ+ayp7W2nbn2B/ttt3xPr8CVuc455M88qLUfqdBXqm+11MgydcG5+tWY8xex9obY+qA+4H7RSSIHQhvwe7IlneaHNeOAs8Bzzm92G/H7ig4BbuZobtd2IHx8CzH9qUa+2LsoH66yRi2KCLjsqTN9TMIOV8rMneKiB8Ylmc+On42YWPM63meo1S/0DZ5pfpeRw/yin24xv/F7j3+v3IMrRvsfA2IPXa7kzEmhN2JrCLfNLmISFW38wx2J0FynWvsEQd/Ac4RkbEZ16oGZvb0fnthYQfvziduESkCrsuSNow9hK60W95agd3A97qlv5rcT/Ld/Q272WGuiFR0P9jxs1FqIOiTvFJ97x/YT7LXiEgUO+C8l9kJbW+MMZtE5BfAvcAqEfl/QAP2ULPp2NXBl2M/Gb8pIs9iD+dqB07GrlZ/wLlcPmly+YuI7AZWYFePjwSuBerpYegd9ox/04DlIrIQu7PhT7BvLIJ8tdqOF7A7QL4uIk9iD0WcRfaJeD5wvv4fEXkdSBtj/uTs+wPwP0XkP7A79x2P3e+gIZ9MGGMsZ2jha8CnIvIodp+CIdjDEo8Cxn+Fz6fUPtMgr1QfM8aERWQWdlX4g9h/d7Oxx8H35jr3icg6YC7wz851dmAP0+ro8LUVu7p9KvbYchew0TlnQS/S5PIA8ENgDvZQvJ3AS8AtxpiWHvL+dxE5E/jf2AG/HnuMfhR7bH6vZ8gzxiwVkR9jt4Xfi90s8BjwNnbAzfQUcAJwIfaNgAAdQf5W7OF8l2CPbX8Tu5/CW73IywoR+Tbwa+Cn2LUaO4E1fDleX6l+J7k7xCqlVN8Skd9hB8VSs+dEQkqpfaRt8kqpftG9H4DTVv1jYJkGeKX6hlbXK6X6ywYReRq7k9phwFXY7ei6MpxSfUSDvFKqvywGLsIempYC3see6nfFgOZKqQKmbfJKKaVUgdI2eaWUUqpAaZBXSimlCpQGeaWUUqpAaZBXSimlCpQGeaWUUqpAaZBXSimlCtT/B3A/OP1sR6/BAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "name = 'kp3726_scvelo'\n", "fig, ax = plt.subplots()\n", "ax.scatter(adata.obsm['X_umap'][:,0], adata.obsm['X_umap'][:,1], \n", " c=c[adata.obs_names].apply(lambda x: adata_paper.uns['leiden_sub_colors'][x]), \n", " s=100, alpha=0.3)\n", "ax = pv.ana_utils.velocity_plot(adata.obsm['X_umap'], adata_scv.obsm['velocity_umap'], ax, 'stream', radius=0.8, lw_coef=100, arrowsize=2)\n", "ax.figure.set_size_inches(8,8)\n", "ax.set_xlabel('UMAP 1', fontsize=15)\n", "ax.set_ylabel('UMAP 2', fontsize=15)\n", "# cbaxes = inset_axes(ax, width=\"3%\", height=\"30%\", loc='lower right') \n", "# plt.colorbar(scatter, cax=cbaxes, orientation='vertical')\n", "ax.spines['right'].set_visible(False)\n", "ax.spines['top'].set_visible(False)\n", "ax.text(-1, -3.5, 'Early EMT-1', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-4, -5, 'Pre-EMT', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-5, -3, 'Endoderm-like', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-4, 0, 'High plasticity', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-2, -1, 'Lung mixed', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-6, 2, 'Gastric-like', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-4, 3, 'AT1-like', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-6, 6, 'AT2-like', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "plt.savefig('/home/wangkun/modelcomp_figs/'+name+'.png', format='png')\n", "\n", "\n", "fig, ax = plt.subplots()\n", "scatter=ax.scatter(adata.obsm['X_umap'][:,0], adata.obsm['X_umap'][:,1], \n", " c=norm_time(adata_scv.obs['latent_time']), cmap='plasma',\n", " s=60)\n", "ax.figure.set_size_inches(8,8)\n", "ax.set_xlabel('UMAP 1', fontsize=15)\n", "ax.set_ylabel('UMAP 2', fontsize=15)\n", "# cbaxes = inset_axes(ax, width=\"3%\", height=\"30%\", loc='lower right') \n", "# plt.colorbar(scatter, cax=cbaxes, orientation='vertical')\n", "ax.spines['right'].set_visible(False)\n", "ax.spines['top'].set_visible(False)\n", "cbaxes = inset_axes(ax, width=\"3%\", height=\"30%\", loc='lower left') \n", "plt.colorbar(scatter, cax=cbaxes, orientation='vertical')\n", "ax.spines['right'].set_visible(False)\n", "ax.spines['top'].set_visible(False)\n", "# ax.set_ylim(-1.43,9)\n", "\n", "plt.savefig('/home/wangkun/modelcomp_figs/'+name+'_lt.png', format='png')\n", "\n", "\n", "from scipy.stats import spearmanr\n", "sigscores = pd.read_csv(\"/data/liangzhen/wangk_DianYang_tumor/data_for_modulescore/fitness_signature_scores.tsv\", sep='\\t', index_col = 0)\n", "kii = np.intersect1d(sigscores.index, adata_paper.obs_names)\n", "adata_paper.obs['FitnessSignature'] = np.nan\n", "adata_paper.obs.loc[kii, 'FitnessSignature'] = sigscores.loc[kii, 'FitnessSignature_NT']\n", "\n", "\n", "x =adata_paper.obs['FitnessSignature'][[i.replace('x', '-1') for i in adata.obs_names]]\n", "y = norm_time(np.array(adata_scv.obs['latent_time']))\n", "x[np.isnan(x)] = np.mean(x[~np.isnan(x)])\n", "\n", "a, b = np.polyfit(x, y, deg=1)\n", "y_est = a * np.linspace(-0.2,0.7,60) + b\n", "\n", "fig, ax = plt.subplots(figsize=(8, 8))\n", "ax.scatter(x, y, alpha=0.4, s=70)\n", "ax.plot(np.linspace(-0.2,0.7,60), y_est, '-', c='k')\n", "ax.set_xlabel('Fitness signature', fontsize=17)\n", "ax.set_ylabel('Latent time', fontsize=17)\n", "# ax.text(50, 0.9, 'spearmanr={:.2g}\\np_val={:.2g}'.format(*spearmanr(x, y)), fontsize=15)\n", "rho, pval = spearmanr(x, y)\n", "ax.text(-0.2, 0.1, r\"Spearman's $\\rho$={:.2g}\".format(rho), fontsize=15)\n", "ax.text(-0.2, 0.0, r'$p={}\\times 10^{}$'.format(*r'{:.2e}'.format(pval).split('e')).replace('^', '^{').replace('$', '}$')[1:], fontsize=15)\n", "\n", "ax.spines['right'].set_visible(False)\n", "ax.spines['top'].set_visible(False)\n", "\n", "plt.savefig('/home/wangkun/modelcomp_figs/'+name+'_cmp.png', format='png')" ] }, { "cell_type": "code", "execution_count": null, "id": "25883cd6-cd31-4909-b64a-985849b0ff48", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 37, "id": "d79d1443-7c1e-42c6-a8a6-4b5c5fea550b", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "name = 'kp3726_deepvelo'\n", "fig, ax = plt.subplots()\n", "ax.scatter(adata.obsm['X_umap'][:,0], adata.obsm['X_umap'][:,1], \n", " c=c[adata.obs_names].apply(lambda x: adata_paper.uns['leiden_sub_colors'][x]), \n", " s=100, alpha=0.3)\n", "ax = pv.ana_utils.velocity_plot(adata.obsm['X_umap'], adata_dv.obsm['velocity_umap'], ax, 'stream', radius=0.8, lw_coef=100, arrowsize=2)\n", "ax.figure.set_size_inches(8,8)\n", "ax.set_xlabel('UMAP 1', fontsize=15)\n", "ax.set_ylabel('UMAP 2', fontsize=15)\n", "# cbaxes = inset_axes(ax, width=\"3%\", height=\"30%\", loc='lower right') \n", "# plt.colorbar(scatter, cax=cbaxes, orientation='vertical')\n", "ax.spines['right'].set_visible(False)\n", "ax.spines['top'].set_visible(False)\n", "ax.text(-1, -3.5, 'Early EMT-1', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-4, -5, 'Pre-EMT', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-5, -3, 'Endoderm-like', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-4, 0, 'High plasticity', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-2, -1, 'Lung mixed', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-6, 2, 'Gastric-like', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-4, 3, 'AT1-like', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-6, 6, 'AT2-like', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "plt.savefig('/home/wangkun/modelcomp_figs/'+name+'.png', format='png')\n", "\n", "\n", "fig, ax = plt.subplots()\n", "scatter=ax.scatter(adata.obsm['X_umap'][:,0], adata.obsm['X_umap'][:,1], \n", " c=norm_time(adata_dv.obs['latent_time']), cmap='plasma',\n", " s=60)\n", "ax.figure.set_size_inches(8,8)\n", "ax.set_xlabel('UMAP 1', fontsize=15)\n", "ax.set_ylabel('UMAP 2', fontsize=15)\n", "# cbaxes = inset_axes(ax, width=\"3%\", height=\"30%\", loc='lower right') \n", "# plt.colorbar(scatter, cax=cbaxes, orientation='vertical')\n", "ax.spines['right'].set_visible(False)\n", "ax.spines['top'].set_visible(False)\n", "cbaxes = inset_axes(ax, width=\"3%\", height=\"30%\", loc='lower left') \n", "plt.colorbar(scatter, cax=cbaxes, orientation='vertical')\n", "ax.spines['right'].set_visible(False)\n", "ax.spines['top'].set_visible(False)\n", "# ax.set_ylim(-1.43,9)\n", "\n", "plt.savefig('/home/wangkun/modelcomp_figs/'+name+'_lt.png', format='png')\n", "\n", "\n", "from scipy.stats import spearmanr\n", "sigscores = pd.read_csv(\"/data/liangzhen/wangk_DianYang_tumor/data_for_modulescore/fitness_signature_scores.tsv\", sep='\\t', index_col = 0)\n", "kii = np.intersect1d(sigscores.index, adata_paper.obs_names)\n", "adata_paper.obs['FitnessSignature'] = np.nan\n", "adata_paper.obs.loc[kii, 'FitnessSignature'] = sigscores.loc[kii, 'FitnessSignature_NT']\n", "\n", "\n", "x =adata_paper.obs['FitnessSignature'][[i.replace('x', '-1') for i in adata.obs_names]]\n", "y = norm_time(np.array(adata_dv.obs['latent_time']))\n", "x[np.isnan(x)] = np.mean(x[~np.isnan(x)])\n", "\n", "a, b = np.polyfit(x, y, deg=1)\n", "y_est = a * np.linspace(-0.2,0.7,60) + b\n", "\n", "fig, ax = plt.subplots(figsize=(8, 8))\n", "ax.scatter(x, y, alpha=0.4, s=70)\n", "ax.plot(np.linspace(-0.2,0.7,60), y_est, '-', c='k')\n", "ax.set_xlabel('Fitness signature', fontsize=17)\n", "ax.set_ylabel('Latent time', fontsize=17)\n", "# ax.text(50, 0.9, 'spearmanr={:.2g}\\np_val={:.2g}'.format(*spearmanr(x, y)), fontsize=15)\n", "rho, pval = spearmanr(x, y)\n", "ax.text(-0.2, 0.9, r\"Spearman's $\\rho$={:.2g}\".format(rho), fontsize=15)\n", "ax.text(-0.2, 0.8, r'$p={}\\times 10^{}$'.format(*r'{:.2e}'.format(pval).split('e')).replace('^', '^{').replace('$', '}$')[1:], fontsize=15)\n", "\n", "ax.spines['right'].set_visible(False)\n", "ax.spines['top'].set_visible(False)\n", "\n", "plt.savefig('/home/wangkun/modelcomp_figs/'+name+'_cmp.png', format='png')" ] }, { "cell_type": "code", "execution_count": null, "id": "4f0fdce5-ca02-46b9-b9b8-e3aac0f201d0", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 38, "id": "feae8296-3c7a-4562-b3cf-212f1952ad49", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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l6M/XqFkemiLRn6+R0BVyCQ1dkYmoMnFdoWjYDORrZOI6KSEzVDApmg5bhgTbRipsWJLlqI4kO8cq9E0a5Ks2nekoi3Ix1nWncFzBZNUmqik4nkciotKdiU9rgXTrYkUNR2i0bCCE1JwWaTpBpEIIyMb151Qdwde//nXe+973csMNN/CWt7zlGbln6AiEhIQ84xwKJb35iuR66xXkXekog0WDtpRKxXSZqNgMFU2eHCqzYWmW01e2znnvhRTfnb6ydc4xxHOJ+TR236moRsV0m+kJgJiucPrKdgYLNS47bWnTKPVNVtk5WsZwAoM9VaY3pitNAyegeb/A0SmzN19DloKcfUxXOH9dZ/NzNo5tSegEDgAEDoHA8jwycR1fBGkDw/ZY2qKhKR7dmVjz87/+5EVEVJlTluXYM1ENOjLqq9ywOMuibIx8zWZdd4reCYP1Sob7dk9QNBxs10dRJJIRleWtcfoma1QtF8f1iekqRcPhpocHQAqOUSQJVZGwPZ98zebB3kl0RWFpa4x8zSUd0xguFtk1VmZJS4KC4TBSNElFFe7ZMU5Mk9kzUePeHWMoiozn+WTjOkL4VC0fIUFHMsL56zs5b10nEVV+Vkccf/azn+VDH/oQr3rVq3j961//jN03dARCQkKeMQ6l6t++VPvu2TGK6frUbB/bC/TvFUkmKnxGyxYP7J7kyjNXHvB1eyeqfP0PO4K89jzrP31VG7vHawyXDNqTURzPx6+31GmqxMq25LT7BfMK5GntfTc9PMhYJdgJq7KML8S0rgNdfSqicfqqNh7pL/A/fxnCdDwiamDAtLrB7Z2oUTScZj/+7vEaE1WLrnSUkZJFOqoyVjaJaiotcZ2xioVhe3Sko1iO39QPaAgUPdSbbzoUx/RkWNOZakYgtHpRYUMNMBXVeLB3Ek2WOXFpjt6JKp4vkIGHevNIEqiyQkRT6jUJQQrA8QW+77OsNYnl+YyXLXaNVYlpComogixBVFcxHJf2VISRksmWwRKaIhHXFXqycQYLNbaNVJAl6MlGycWDmocdY1VUWeKEJVkiqkLZcrnx/n7ueGKERdkYkSlO0zM1s0AIwb/+67/yqU99ije96U1873vfQ9OeOXnksEYgJCTkGeFQqf6ZjsdIyWBTf2HOIjnHC3Z7oyWTjlSEzlQUyxXUHBfLDXbWuirzSF9+zmvPV3xnOB67xqs83FdoVr13pKI8OlDkO/fsYrQum5uJadPEfMYrgW5/ZzrCqctbienTd5pTtf8hcERcX7CmM0XNfkr6Nx3TcFzBrvFKUya4cU7/ZA1fCCKqXK+5E8iyRCKqYU4pmJu6tlRUpWw6jFcsDMejZrtsHymxe6yCJktEFBlZhu50rCmI1EhJnLQ013QMZEkirqvIksTefA0JWNedAgLRpEbnRlxXWdUeFCF6CGq2h+sJ0jGVtmQUIXzGqxauANeHkumxa6xM/2SNouliux6265KKaAwWDHw/KFaMKBI12yFftcjGNTpSETb359k6XK4/W4mS6TFYNBgt2+iqjO16PNKXZ9d4haGCwZ6JKo8PlSib7iFVeFwIvu/zD//wD3zqU5/iHe94Bz/4wQ+eUScAwohASEjIM8T+dPf3pw0/NZpgOh4P9xc42nSbPe4NHM9HIKhYHktaAnGaznR02rTAfNVm894iF6zvmhYC3lfx3a6xQO8+Hgl0AwzHY9dYIFZUMV22j5R51QmLmrvIi47tbor53N0zxo7R6jQnoJHLn6xaHL8429QLaIgipWMa4xW7mYeXJYl4RGHbSJmz0u2cvqoNgLu2jTJatljXnUGIYEiPIgVRhpLhUDLcaeJEjbWdtDTHt+/ZRe9EjbLpUDAcijUH1wsK+VzfB0fwYF+eqakJIUCvKxdO/T4G8gYgWJyL87MHB9g1VqViubROcap0NVAwjKgyfRM1olow7RBgrGJjuwJFaiRDwHL9ZjeAI0kYrsD1fHRNwXJ99uZr5Ks2liPwBWwfCdIp/pQ6O8f1KXg2Sr1ewvUFar1dUlcUyo5dn2To0zdZZW13Gk2RF/Tv8mBTXJ7nceWVV/Ld736Xq6++mi984QvTOiueKUJHICQk5LAzl+rfVPanpDczb++LoLBsoGAwXrE5dUVL0xnQFBnXC4RtNOWpavuGcfeFQJaDorjGL/EG803ua+T5ExGVquVSNR0eqEcUcvEIqahG0XB4dG9x2uS7hoE4a00He/N9DJcMkhGNnaMV+vM1rHoof3VHiqLhNCvFFVkiJgethw1no5GHb0vqvPrERc3ixM17i8R1BVmSQJKY+vSSUZXhktk8dupnfagvT7Su5d9wSjzP5w9bRxkuWVQslxVtyaYGw1DBZLRksaIt3vxcFx3bzUnLctywsY8VbQm6MrFmTcXOsQq9EzUyMR1dfepZmo7H3npXh+F4zQFEvhDIUuAANAWc6z94AmQJPE9QMh3iusp42WKsatMS09BVCc8RmLbPU1UVwd+eCELfwcwEUBSPiKrhCR/H8zCdoD7BsF3GK/a0oUfz/bs8FCku27a57LLL+MlPfsL111/Pdddd96w4ARA6AiEhIc8AB9LmNpcjMDOaoCCxOBdjqGDieMHOvDHHXlNkUlEVXZXm/MVaMV3akhG8+iCdqcw3ua8RGp+oWBRqDjcMFLE9H0WSaUlarGxLIEmQS+iUTGfWLrIRkv/1pgG+v7GXkhHUC6SjGsvbEmwdLjNSsnj9SYuApxyRmKZMy8PLkkS+ZtORijSfq6pITWMtz/i8siTh+4ERnBn5mOqYTe1K0FQFIYJJf0IIkKRmamKwUEOSEtMdit48luuSjGhYrkdcV1FkiZOXtfD4YJneyQqr2lO4nmCwWGPPRLXe2kl9iiOUTRdFCsz31E4/X4AkBJ7rBcWRAiardv27k5CEwPYEZctD+ILGRAcx429PTHEOfPDqgkNT/30oMrM0Heb6d7nQ0dL7wjAMLr30Um6++Wa++MUvcvXVV+/z+MNN6AiEhIQcdubbaTeYmSefynzRhJVtScYrFpYj2JuvsaYzhSxJjFVM1nalUWWJ4aJJVybaNJT5qk3ZcsjXLLozUf7znt37LfZT5MAQjlctBicN4roKEqQiGgLIV20ertms6khOEyuaK7rxwJ48qVig1qcqgaOSrzlULI/lBLv0uRyRhpHum6hwVGeq+boEuJ6gPaUzXnFIR6cbIF8EtRHHL84sKAXieH6gCKir1BwPxxMocnCdiuXUuwpE0zDuHCvzH3fuZLxqI9VN7dLWBKetbCUX13nxyhYe7sszOFllpGJhWC5xTaU1GWGwUKNQcxgv29N28dPWD9RtNqoEqhpEPWqWi+tDo/NBBvanFDDVKTAcj5imUg8Y4Xg+uqqQmvL8HM/HdDw8f7pM8cGmuMrlMpdccgl33XUX//7v/8473/nO/az88BM6AiEhIYed+XbaDWYWv01lPqMV0xVOXd7KrvEKW4fL9Odr9R10YNhLpsOXbt3K3oJBXFPxhU/RdFElidZkhJOXBdX3M3dyjd37xp3jgV6AL9BkCYlAMS8T1zHLRjCat66dX7aC/HrDYM8V3bhr2ygDBZOeTGzazj0d1SiZNiXDYctgibeevmyaI2J7Po8PFtjUX8Cwfe7fk+d3j4+wtCXonR/I1xgumvgCHM8jF480HZ/hosHibIyz1nTM+j5g7hSIqiiBJsBkDcN2MV0PifrQpPYk+WpQ2T9WsfjIz7cwXLJoTeookownfPong/VcdGwXricoGA7jFRtRH2cc0Wj28GuyhOUFJnqmEyBLTMv1SxK0JiK4vo/leDiehyJLJKMaQkDRcGddY16k4LucqNpIksByBdl4hJa4hucJtgwWg9oPy6U9GeGPW0c5fVUbEVU+qBTX5OQkr3jFK3jwwQf54Q9/yJve9KaFrviwEjoCISEhzwhz7bQ9XzBWMYlparP4bSb7iibEdIW1XWnSUZW/fcnyaeIwmZjG9a8+lru2jbJ5b5HeiSqWKziqM9nsxwf2u5OTANN1KRsOMV1homJRMV1UORiyo8gSEU2mYroYtouuKrOiG7Ny+TNIRrQglx8PxHcajsiDvXke6S8wkDdQZImoJlOzPB6azPNIX4FjetKctqoNxyswUbUo1RwQIMkShuWxOBfj6guPnhWqns8xCxwZgeG4bFiSndUaODVy840/7sT2fFJRtRliVySZbExnomZx0yMDKJJETFXwFIHtepRMj+GSiSoH8sIRXUHxgg6ChhFvfMWNvxtphIimkIiogQJh0cRwg9kFnieo2h6zBz3PjQxkohqeEDh2sP4lOR1FksjENf7SO4nnCYQkaElEOGFpruksvvL4ruBzPo0U1/DwMBdccAHbtm3jf//3f3nVq161wBUffsL2wcPEd7/7XU4++WRSqRS5XI4TTzzxWc8DPVe5/vrrOfvss5/tZczL448/znnnnUc8Hqenp4frrrsOz5s/EHn22WcjSdKcfzZu3HjAx71QmNlWN1gwZs2dn4upMwTmYqxismFJlq5MbNYv30xM45INi3jfOatZ1prgomO7OKYnM6uFb6oU7dQ2x55snBVtSTLRCIbjUTIdBAJVkXB8v2m8JCQEgeLdUNGYFd0wHQ9VDqrWG3MKpiJLEp4QeL5oVvaffXQHq9oTxDQFXQ1a9BJRDc8XdWdDYttIhT3jVU5b2cq67jS6phCLqKxqT/D6kxfxzxevY0kuPudzO31VW7MFsDGoSZYkYrqM7QpWtgepjriuNiMdYxWTNZ1JRkoGD+yZpCsTJRPXMWwPV/jNzyYJGCubeL6gMxMlGdXQFAVdVYhqMoLACfTrKocRlWaIX1ekeu2GhCI19BAUbDcYZmTYgQaiXO8MGa9a9aP3jwSoikRElcnFVVoTOomIQktcp2p7bO4v8thAkbGKRXsyyqkrWkhG1Kas86b+AvDUYKuZzJfi6uvr46yzzmLXrl385je/eU45ARBGBA4Ln/70p/nIRz7CNddcw2c+8xlM0+TBBx/khhtu4Etf+tKzvbyQAyCfz3P++eezfv16brrpJnbu3MkHPvABfN/nE5/4xJznfP3rX6dUKk177brrruPhhx/mRS960QEf90JiZlvdQtuunm40oYEAVDkIl0+tCm8wdSd3366JWTngZFTF83xsz8dC4Lg+jidwCH7pV20Xz/PZuHOciKayuiPRFPGhfoyqyE+J+MRm5/INy+P4xRks1+ePW0fZ1F/g/t2T9E7U6sYwKKk3HA9NltAUGcN22TJY5NhFQUFhS1xj80AR1xf0Ttb4wX2981azT02BbBksUa8L5Px1nfROGhQNG1156lnvzdcYLZmYtsf9uycZLJgIAuOXr9n4PqgKxDSVqu3h+aCpMh2pKMPFAoJg7oJpu0E3gEQzOiIEKBL1WQeBwyTXVQ8VWUJXFRRZpicTIx5RWdoS5+7tFr4QuF7QDihLQf5/LqQpf0sIopqMqih4vs9g3qRQdViUDYx9TA+KJSeq9rRrtCejbBupsKYzyY7R6oJTXNu3b+e8886jVCpx22238ZKXvGTuRT6LhI7AYeCrX/0q73rXu/jUpz7VfO2SSy7hox/96LO4qul4nofneej63LO/QwK++c1vYhgG//u//0s6neaCCy6gVCpx/fXXc80115BOp2eds379+mk/27bNAw88wBve8AZUVT3g416IHGjf9XxGayEtW0XD4e7tYzywJ08ioiJJTJPrhad2chLMmQNuhMYnak5Tw15VJNwpYe2ErrCmK83K9iS9EwY/+nPftDbCY3rSPNJXYLIW1AMko+r0XH4uxvruNN+5ZxeuL8jFdSJqEI6XZYmxskW2LmcsScFwIFkOugge6c8zXDDYNV6lankMF03aUxGW5OI83FeYt5p9PsdstGRy9/YxdoxWUGQZy/UYL1t1zf84luuhyLBnvIosS7QlI5iOR80OIiqG7SLLgYpi0MIZdGhE1GA+gHCDaICvBnUDMg2nINBNDhQHJWK6iucHw4lsPxhrnNBVRstBTUTDwDt1D2CugkOp/keWg3cbTsXq9gS94xV84WO6MFgKplamIjKWK9gzUaU1oXHi0hbgKWdxw5Ice/PmgpzSRx99lAsuuADP8/jDH/7AiSeeOG1th0Jq+1AQpgYOA4VCga6urlmvT21Vedvb3sYpp5zCL37xC9auXUs0GuWMM87g8ccfn3Xe3Xffzcte9jLi8Titra284x3voFwuN9/fuHEjr3rVq+ju7iaRSHDCCSfwwx/+cNo1pt7vmGOOIRqN8uc//7n5+m9+8xvWr19PPB7nla98JZOTk+zYsYNzzjmHRCLBKaecwubNm6dd80Due9ttt3H88ceTSCQ444wz2LJlyz6f4ZYtW7joootoaWkhkUiwbt06vva1r+3zHAiKca644gpaW1uJRCK89KUvZffu3fs9bz5++9vfcuGFF04z+G984xsxDIM777xzQde45ZZbyOfz+y0MWuhxRyqNcPlbXryUt56+lPees3rGRLzZNML8O0arrO5MIssSqajGUMHk/j0TGHXlvsZOrmFE5qqmn9qaFoSxpbpxCQxNIqKyuiM5LZQ8dQTu6avayMR1lrfG6UwHw4fy9VRCezrCKctzfPF3W/nTzgkeHyyxa7yC5Qb9/TXbpWy6DBZqGI5H1XIoGQ5Vy2WyYvPYQJHeyRqOJ4hFFHwBE1WbvQWDPRM1CjV7n+N4o5pCNh6MEr7lsSF+cF8ve+ozG1a0xVndkWBpa/BHkYM0RaqeZ2/oMWRjOl3pKD3ZGKosEdcUYrpSD/0riPpzjGgykhS0+tXsoC3QE4HMruuB4wfiAVFNwfd9XD8YMxzXgqFFu8crjJTMwHjqCjEt+KNrEhGFpiCRLIEmB6kGRal/Z5KErgWCUKbrsXuyhizLJCNaUO8hBca5arlIAp4YKjVbRxvOYkcqsqAU11/+8hfOPvtsVFXlrrvumuYEFA2HWx4b4mt/2MG379nN1/6wg1seGzrsKobz8cLedjxLnHTSSXzlK19h6dKl/NVf/RWtra1zHtfb28vVV1/Nxz/+cWKxGB/96Ee58MIL2b59O9FosCO59957Of/883nNa17DT3/6UyYmJvjQhz5EPp/npz/9afM6L33pS7nqqquIRqPce++9vP3tb0eW5WlGZc+ePVxzzTVcd911dHV1sWLFCiDIX1133XV84hOfoFar8Xd/93e8853vZM+ePbzjHe/gmmuu4Z//+Z954xvfyJYtW5oOzULv29fXxwc/+EE+/OEPE4vF+Kd/+ife8IY38OijjyJJEtdff/2sZ3PJJZewbt06brjhBiKRCFu3bp0VRp/J+Pg4Z5xxBosXL+Y73/kOhUKBf/zHf+Ttb387f/zjH4Hgl82+8vsNGjvyJ598knPPPXfae0uXLiUej/Pkk09yySWX7PdaP/7xj1m8eDFnnnnmITnuSOTpCrhMbfVKxzQmqw4VyyFZHwC0Y7RMezrS3MlF6jMEZhYmup5P0XDQZXD8+g5UBMZMlQODUzYDVb4GMyvIZ0Y1MrHAkK7uSDJYMBksmFRtn+5MDIDBgslAwcATAlWS0JRg52m7Lj7B7lqIICxeMmxKZjCJL6EHfwzXxXJ9NMVrdiTMV83eeMYzRZtMx2PbSJnNe0ucs/apzgPH88nEVMarMo7n4VuCdFRDIKjaDqmYhiZLbB8pYdgeY2ULX4CQAqU/WYKYJiNJEp7nYXtBq6AiB+2Cvg+G7RHVFVoTGtm4jixB32QVw3bpTEfRVJmy4eD51MWQJDRNRrh+UOxH0HUQ1WU8Dxy/rnFQdxT2TtbwfMgmtHo0IhjSZDlBrYPrC8qmh+G4aIo+LezfEFOab/jUnXfeyV/91V/R3t7OHXfc0fxdO9dzfjo6BIea0BE4DHzta1/jNa95DW9729uQJIl169bx+te/nn/6p3+atrMcHx/npptuauaMTj75ZFatWsV3v/tdrrrqKgA+9KEP8ZKXvIQbb7yxed6iRYs477zzeOyxxzj22GN54xvf2HxPCMFZZ53F3r17+da3vjXNIE9MTHD77bdzwgknTFvv5OQkGzduZNWqVQBs3ryZz3/+83zve9/jb/7mb5rXfeUrX8mTTz7JunXrABZ838nJSe69916OOuooINDWfu1rX8vWrVtZu3btrOc3Pj7O7t27uemmmzjuuOMAOO+88/b73Buh+ltvvRVFCX7ZDQ4O8uEPf5hKpUIymeR73/seb3/72/d7rYbCWz6fJ5vNzno/l8uRz8/Wqp9JrVbjl7/8Je9617v2qRq20OOORJ7uL86Z+gMxbbpSnycEO0YrvGR1K2et6WheY65q+prtBQp3BDK5uirj+2B7HhAU+skEO9d0YMfnrCCfKxT/x62jDBZMcgkduS7eAwQSuKpMTFMwXB8VcH0fVZbrA5WCtj5NlykabnO8cDISfI6IqlCs2bQnU82OhPkEm+Appykd1XhyuMRgwQAkLNdlpGjyxGCJF60IwuSOF6jxnbgkx67xCqMli8mahSJJLG1NsLItzq82DTFRs3HcQPK3MS1RAuIRlbaUjuvBaNlExg9SAkAypjbTL23JCCctzRHTZQSCrcNVlrcm0BQFWZawnGBeQUzXsByXVFTD9nwmq3agwpiKkIqq1OwgtQE0JZI9XxBT5WaaRQJSERXHs/E8Qc120ZVgGmHJqKLKCictyzX/Tc7nmP7pj7fzute9jhUrVnDbbbexaNGiOZ/z09UhOByEjsBh4Pjjj+eJJ57gd7/7Hbfeeiu///3v+fjHP86Pf/xjHnroIZLJYPpYR0fHtMKRZcuWcfLJJ3P//fdz1VVXUavV2LhxI1/5yldwXbd53BlnnIGmaTz44IMce+yx5PN5PvrRj3LTTTcxMDDQ3PHO/Ae4aNGiWU4AwPLly5tOAMDq1asBpu2EG68NDAw0HYGF3nf58uVNJwCeyo3v3bt3TkegpaWFJUuWcNVVV/H3f//3nHPOOXR0dMw6bir5fJ7vf//7/PznP286AQCrVq1CCEGtViOZTHLJJZfwl7/8ZZ/XOpT86le/olqt7jfcv9DjjkSe7i/OufQHZir1jVcszjyqfZojMVdhoiKBJwJjpcoyiLqhd0GSnspKa1OkdPclktTYVU51Vvy6nm6wG/WZrFikolrQnuj4lGp2EImQg3s3JHl1NQi/S5KE4/oI4QMKMlJdrldM60iYi8Y6UlGN+/dM4LjBsRNVm8mKxXjV5vdbR+p1GZlmK2FElTi6M0132uakpTlSMQ0JiV8+MoCqSGi+hCMFPRWNQj6lnrQXAmq2y6JcHMfziWsyjidY1ZFEkST8+vtru9OMlS060zpbBipo9f+/25MRiobDRMXCsQMnQFVkWhI6pu1h16c+Oq4IhhOpMuX6bIqTl+R4aG+esunWn13QiqopCtmYznjFomg4RFWZXz4ySCamc/ySDD/Y2MuKtkRz1PVMx/RnP/0p3/vUBzjuuOO49dZbaWtrm/M5P10dgsNF6AgcJiKRCJdcckkzdPztb3+bK6+8km9/+9v8wz/8A8Ccxq2jo4OhoSEgMG6e5/Ge97yH97znPbOO7e/vB4I8/H333cdHPvIR1q9fTzqd5hvf+AY33XTTtOM7OzvnXOvMHW+jgHDq643XTNNsvrbQ+853/anXmoosy/zud7/jwx/+MJdffjmGYfDSl76UL3/5y7OKbRrcfvvtCCE4//zzp70+NDREMpls/g/Z0tJCJpOZ8xpzkcvlKBaLs17P5/Pkcrn9nv/jH/+Y1atXc8oppxyS4440DuYX5770BzRFRpaCyvu5Wg5nFiZartucZaDIUj014Dd377IkUBWZmPbUr9R9iSRN/XyNayoEQkdbh4Nw+mTVQVNcZBmO7kozVDAYK1toShCOj2gKEUUmpquMyxKeF0QJypZLS1zBRyBEoDxYtWarC861jsa0wJiusHu8iieCAr0WP2iNfGKwRMGwaYlHmKza9E0GMwOWtsZJx3RiusKm/gJjFYuErmK7Pi1xHUkKvoei4SBLErbjU7GCzc3KtnjQGaEqeMJDkWQCOQPRXJskwemrW/nlI8NMVk2y8QiaIrOyLYEswWTFxvN9yqbPyrY4rztpMY7ncc/2cSZrQd59SS6Orsp0pSNoatCi2JGOsGeihipLJCIqbr0DwvN9IqpMTzZORzqCLEsMFy0WZePc/sQIxZrDuWs7m/+uFFniybt+xbc/dQ3rNpzM739/25y/Zw5WavtwEToCzxBXXHEF11xzDU8++WTztdHR0VnHjY6OcswxxwCBAW3k0C+++OJZx/b09GCaJr/+9a/52te+1kwnQBB+n8mhDDkfyH2fDmvXruVnP/sZjuNw9913c+211/LKV76SvXv3Isuza1wfeOABstkssVhs2uu33HILF110UfOcA00NrF27dtp3BoEDVqvV5oxmTKVYLPLb3/6Wa6655pAcdyRyML84D0bNcGYI33Q8to9W2NwfOIXJiIKEhCd8SmbQDteZjjTb6Rba1jjVWWmEtKuWhyxLKPWdv+l49I5XWdYapyWmMVKxies6jidIRTXKpktCV6hYgcNTMR0SutpU73tsoEgqquLU6xzmSqNENQXX89mbN8jEAnEjTwhiarC+RESlZNgUDZuq45CJWSzKxdg+WkGIYMDT/Xsm2LA4y5bBAobtkq8GEsVV2UORAjGkxpTkiCaT0NUgpSIFao2Fqo0vBKNlk7Lp1B0wH02ZZElLjJseHiKb0Ng9VmGyapON62iKzElLcyxtiTNSMji6M8VFx3Yj6p/pjacuaz4HWZa4Z/s4t24Z5qG+IsWajUDQk4kiBNiuT8VysF0fRZFJ6DK5RKA0qcgyJdNm11gZw/bQFJld40/Nt7j1f/6L73/peo590Zm86V//H5F4cr/f94FKbR9OQkfgMDA6Ojprtz82NkaxWJy2Kx8dHeVPf/pTMz3Q19fHQw891DRUiUSC0047ja1bt3LdddfNea9isYjv+0QiT436LJfL/PKXvzysuWbLsp6R+2qaxrnnnsvVV1/Nm9/8ZgqFAi0tLbOOe+SRRygUChQKhWYE4k9/+hO/+93v+O1vf9s87kBTA694xSv4/Oc/T7lcJpUKNN5vvPFGYrEYL3vZy/Z57s9//nMsy9pvuH+hxx2JHOwvzoPVH5gawj+qI4XjCfomq1RNr5lXbklopKIaMU1hvBLs2Bc6iW6qs9IQTFrbFYgn1SyXquUGBYARhfZUFIFgqGzheJCJ67QnI9TsSqByCKSjKr4QDBQMJCn4uSUZ4by1nbNaGmeuY3VHkgd7C6SjKsWaTaT+TF3fJ1+10VWFiu0hLIFh+aQjKicvzQGC8YrNcNFgz3iVoaJBra4jACD7Ap+gfiGQBgiKLDXFIxlVKZsOLXGdkZKJabvIkkRUVzAdl5gus320QsV0OG99F6etaAUB+ZqNqkictrKVuK4yVjFJxXQ0Veabd+5sjhresCTb/I6/c+9uto+UgzqImIqmQKHmEtUVVrQmGCmZ1MYDHQFFlnBdn9GSyXjFbkpP903W0OTAcRksGKzpTHHzD77O/3zz85zysgt538e/wljNn3dHfzDO6eEkdAQOA8cddxyvfvWrefnLX05HRwe9vb184QtfIB6P87d/+7fN49ra2rjsssv4xCc+0ewa6Ojo4G1ve1vzmM997nOcd955yLLMpZdeSiqVoq+vj9/85jd88pOfZM2aNbzoRS/iYx/7GOl0GlmW+cxnPkMmk9lvlf3BkMlkDtt9N2/e3OwsWLlyJfl8ns9+9rNs2LBhTicAYNOmTXR1dXHZZZfxvve9j+3bt3PddddxxRVX8PKXv7x5XGtr67xdHHNx1VVX8eUvf5nXve51XHvttezatYvrr7+eq6++elrh5/e//30uv/xydu7cybJly4Ag3L9hw4ZmTcV8LPS4I5GD/cV5MPoDM9dx8rIcsiSxvDXBntEKpucRVRSW11sGj12U5syj2g+4J/z0VW1sH6mwbbhMZyaKKst0ZaJossRQyaQ7HSWXDPLWJy7Jct/OibrufgJNkVnWmqA/XyXlqUQ0mZGSSUtCpTMdY0VbkqM6U820xr5qKs5c087PHhwgXwsq/GUC9cRgTLCgPRnBdn260lHKloemyqztSoMEWwaK7BqrkK/Z1KynnCSk6ZP/ZJ5q7SsZTiDz6/m49eFGmViQNiwaNook05XWaU/JaLJM70SVY3oynLYymC+xbaTMI/15VnekWNGWYNtImdufGKVquU19ht7JGk8Ml+lIRvjL7sl690ZQlJmJ6UQ0m9GSSclwWN2RpFBzglZRX1A2XSwvmMI4WDDQ1aB9MRXViEcCh+vHX/sMt/zo33npha/hXR/5IsgKkmTu8/s/WOf0cBA6AoeB6667jptuuom///u/Z3Jykq6urmbl/9Q2kmXLlvEv//IvfOhDH6K3t5dTTjmFH/3oR83WQQgKA++66y4++tGP8ta3vhXP81i2bBkXXXRRM7rwox/9iHe96138zd/8Da2trbzvfe+jVqvx1a9+9bB+zsN1366uLjo7O/nkJz/J4OAg2WyWc845h89+9rNzHj80NMTIyAg33XQT3/ve93jd615HNpvlH/7hH/jIRz5yUGvJ5XLccccdvO997+OSSy4hm83y/ve/f1bLo+/7eJ7XTCmMj49zxx138PGPf3yf11/ocUcyB/uL8+mqGc61jieGyvTnq8iKREzRkBDkaxZtyci0zoOFMFVM5tUn9vDEUJGq5TaN6PL2BC9Z3cZg0WCwYFA2XcqWy/nrOxksGJiOh+EEnQMbFgfh8dGSQe+kwanLW4hoSlNB0fF8DNslosps6i/MWVPRkYpy6SmL+d2WYfpdE3CpWg66ItOajGDYbqCQqCpE6y17WwYLVG2fvZNVFEXC8wNHK6gJeErwp/GZfAL5YcvxURSJiCIT1xRacjo7x6qoik93OkpPLsaK1gQP9OabEwEbO/CYHhR8rmpPMlQ0uPKMFdzxZDBPYqqhDyYmuvx55wQ126UlGZk2nVGWJFoTERQ5iCytak/whydHKdRs3HoHhhBPDT6yXA/LDepCHt+bZ/jWb7Dtj//Lea+9jLd98OPIssxwabq89FyCQYfKOT2USI1fXEcKp5xyinjggQee7WXwtre9jccee4znwlqe7/z2t7/l4osvZnJyckEFfCHPP6a2az1bvziLhtMMLxdrNq4f9L1n4zpHdaa4/KUrFrSWuVrP1nQmeXRvka5MDF+IppJhA9PxGCoavO+c1SBJ/OjPfZRNp6la2Bi/LBH03y9vC3LUZdNhy2CRHaMVqvUWSFWBt71kOa86YfGs9TZaNTf15ykaDuMVi6imYLtBCsZ2PAzXQyLQ/5+oOsQ0martIUtQqDmoEkhyMInQ9WYr/Sn1Cv32ZFDw15aKcNZRbWzcNYHnCxZl42xYkqVmu9y7Y7wZJSgYNmesbgvGQNcZLBi89fSl/J9fPk7FdklGVBRJQplSRzRcqvHkUJmXrm6fJS0NgYHf3F/g/PUd3Pb4CPmagyoH8s2uCHQi4Km2w+6UzsM/+gyFTbdz8VvexZvf98/4gqZj+uYXLwVYkO7FM6wsOG/ONowIhDzveeSRR1i2bFnoBLyAOVS7+oNh485xijWHsunSnzeaDokiy03lvv31f8+nibBjtMpY2UKu9+HPpGDYHL84ExTBqfK0HWXZdJuO0UlLc/zgvl6qlsu2kTJ/2TNJoWYjS4GiYiKiULVcbt48zHjF4fIzpjsvEVXmlcd30ZLQ+OkDe6lYgU5CLqGTjqo8ureI5fksysZAQNU2cH0J1w/OVeSGmHCQo/f9oHPBB9R6y2BEk1naEkdXFAzXpWg4QdpAkkjFNUbL5rR5EH699XGqWBM8VR8yXrbYNlJGkqTmxMJG/YSmyKSjGk49xD+XIzBWsfCBZESt7/iDYuGGA+PXoxwAjmXx2C8+TeGxuzn6lVdw5pv/nqGiOc0xBRase/FsSws3CB2BkOc9mzZtmlMfIeSFx7P1i9N0PP60a4I/bR/H8wWZWDC21hOCvZM1hgoGAvbb/70vTQTT8RgpmeiaPC0FsjdfZbRkYdge20YqwFNGZy7HaEVbgp8+uJeS6WC5QZuhJgfCOFXbYWkuQUxX2T5aajovc0UpLj6+i9sfHwFAUxWGiwYtSR2/2ZIYjDyOqnVBI1kiqilYrh9MFmwMFAIUQNeCCoFMTEOvawHoikzJcNAUmZ5sjKGi2ZQijusqbckITwwFzk4qqnLvjvHmnIiiabOiLc5vNg9Tsz1akzqKJOMTtClWTJcVbYl6dEWiajokIoHJ83xRnyAoGCuZ5OIamhzoGKRjGobtIZxg3T6BkyK5JgM/+xTGrgd5yWUfoPslr+PNL15Guh6VaTz/Wx4bes4JBu2P0BF4lvjud7/7bC/hBcOPf/zjZ3sJIS9wTMfjsb3FphPQQKkXnRUMm0f7C/vs/96fJsLiXBxfCI7qSLJtpFJvaQvkeTvSURbn4nPuLrPxmYPDgna+suHgesGQnadSwIFxTkZViobDpv4CJy3N8bOHBpo7WNvz2TFS5r5dExQNh7gmsyIdxXZ92pIRPF8wUKjRNxH025fMoDXZdX3ScQ3DCdr1fF+gqhLCDXbXtitoTWgk9EDjQEbCdgXJaGCGVrYnGS1blGuB1oBhe4xVLAqGg6ZILGmJoykyg3mD3eNVXrS8BeqTClsSGpYbiBLJSMTUINowVrGIawpLW+IIYKJi1cdJuyAEhuNStTxOWJIjqivNIU8xTaFme8h11UHVq7Hnxusx+rbwsis+wvHnvZbBgkFEk6c9/+eqYND+CB2BkJCQkP1gux5DBZPW5NzTOpMRleGihe3OP8diIZoIEVXhzKPauWB9F6bj1ScAVhe8uzQdj93jNU5f2crNjw5RttxmSD2mKSQjatACWE9rOJ7g7u1jmI5HS0KnaNhs6i/gCejOxIiqCiXDoXeiRr5qk4vr+CIQ3dFViZweDWSPFZl8zaZsuKiyhJAkbDeovg/WDKoi0ZmOENVVClW7GcrP1fUAGgJBkCBfs9kxWqZquZy+shUQjJas5pCjbFyjJxtl93iVrkyMdd0ZHuzNY+ARrcsG64rMSNGgOxPjDS9aSv9kjT9sHcV0PHQ1iE4kIyqeByXTAUmiLaEzWrFADjobBAKvVqb/xo9gDO9i9Rv+hePOfQ0lw6EjpU9zChf6HT8bgkH7I3QEQkJCQvaD4fjEIgqOJ5rFY1NpTP0znPkFtQ5EE6Fx7LaRyj53l5v6C5y4NEsmpjf1DiDQ8m9J6FieT0xXUCW5qYJo+26zIl6SBFsGSxiOx+a9BcbKJmUrCGvHNIVcQkcg6EpHubdosme8giRJJHQVTZaJaAoTZQvb84hpCrbnoxBM9fEVicW5GLIkoUgS8YjCZNUmGdVwfUFcl8nEVZa1JpAlieGSQTauB8V2QvDVP+zgRctbEcCuscq0z56JamwZLJGo9/yv7UozUbWCFIrjNfsVVUXmhCUZ/mpDD3c8MUJfvkbVdJsOxeKWOLbr0ztRo3+yxrGLs/xlz2S9nkCiNDnO8I//FSc/xKo3fZTjTj+HqhXIF79qffcBqVnO/I6fS4SOQEhISMh+yMY0MlEVw/ExnKd2nUIITDfQqs9EVbL76Bo4UE2Efe0uDcdj+0iJrcNlTNcjGdE4pifNUR1Jdo6WqdqB4mHFcrEcn5b6QKMgRRCE3RPRoGjvt4+OENUV4roa5Mij2rQcu6rIrO1OI0sSW4dLJCMqqbjGSNFkuGTi+H59rYH11WSZzkyUtV1pjlucwfMED/XncVxBIqLy4hWtKLLEY4MFClWXuK4wWjanVdUXajZRLRhdfP/uyWDaYfyptsCRskXVcljTmQpC+brCS1e1s2u8Qv9krT4ESiIVVbj8jJUgBE8MlThlWUtdItpvRiEMx6NgOGwbKXPO0R1MVC1GiiZWYYThH30ItzLJUX/zSbrWnUIsohLVJY5b3MJ562aPmn+uCgbtj9ARCAkJCdkPmbjOqStaeWD3JIoiUzAcGt3x2ZiG63m8aEXrtFG0c3Egmgjz7S7zNZvbtgwzWbMB2DFcoT0ToVCz+e/7+9BVGUmCZa0JbC9Qx7M9n850FKe+03V8n6M6suiqgusLkhEV1/eBYPfeyLGPlE1SETUQLmpL8GBfnpGyRUxTGKtYzSp7VZbJxFQqtosvBB3pCMcvzhLTg89w6vJWdoyW622MLpoi86oNizhmURrD9oioMp3pWPMzN/7eMVrG8fxZ/f/JSKBIqKsy4xWLlnrkYk1nIC5k2B5l02Ftd5qH+vI82Jvn4f4CO0YrQbFhe7LZQRDTFE5b2coDeybI12xWtSUxx/q58z+vRrJqXHLt1+hcfTwd6QjJiNpUK5yvVfS5KBi0P0JHICQkJGQBXHb6Mp6sDwRa1Z4gmKknmKhYpGIal52+bL/XOBAxmbl2l4bjcduWYYpGIPSDBMNli76CgWl7xCMKxy/KYko+huOyqj1JKqLSO1llIG+QiCis707xiuO6OeOodn6wsZdV7QlGShaJiAKIZiFfRFUYK5msWtmG6wse6S+QqvfpDxZqeL5AkwP1oIgmY7oC3wtqAdoS0aYTAHXdgHSEl6xu5cyj2rFdn3t2jPHp3zzBWNlGSNCRjHD++k7OW9dJJqaxpjPJfbsm6M7EZj5GKqbL6vYkrueze7zCn3YE3RbFmoMQPhFVQVVkBvIGS1ridGdi7BitkIioDBUD2eBTV7Q0FRd1RWZ1R4orz1jBo48+ypeveA9xRfCz23/Pi04OBp0ttG31uSgYtD9CQaGQkJCQBdKfr3HDxl4e6s031fJOWpbjstOXsSQXP6BrLURMpqE7YDhuveK8wMadE2iKTMl0SMd04roCAvbma+iqRFzXePUJPYyWLQbrbY1ePRT+TxeuYWV7iqimUKjZfPue3WRjenP0cMlyKBsuUVXGdH1s1+Pi47uZqFjsGKmyvD3OwKTBlqESiYiCLMm4vk9UlUlEVIo1B0WGzkyMVxwb5NCn7oYbYjvfuWc3D+yZRFdkUnXDWDKDgT8vWtHC5S9dQdGwufanjwZFjlH1KbVA00VTJY5flOWeHeOs6UpQMT0e7ivg+sE8g2xCZ2k2zmjZIpvQOHV5IEs8VDBJxzRKpk13JtYcGjRcMljfnSZX7eOiiy4imUxy++23c/TRRz/NfykL/46fQUJBoZCQkJCDZUkuzj9fvI5izaZgOEHtwH7SAXOxUAMxdXe5qb/A1uFy8IYE6ZhOsq6y5+LXQ9DgeB79+RonLW1hTWeqmQ8fK1v0ZOOzwu+SBMctytA/aeB4HpOeR8120RQJ1xM8sHuCbSNVNFVCliX25msIIYLWREUgS1LQMWA6yJJMRJWwPZ89ExXSUX3WbviWx4bYMVomoiqkp+yOszGdkmmzfaTMxp3jnH10B8ctSlM2XYZLZtPxaugI7Bgt4/o+K9tSbBsps6QlTkJXUWSJkmmze6LCyvYUFdNl13iFlW1JxisWJcMhHlEZLBisak9SMGximoo7sIXzL30tHR0d3HHHHSxfvvyAv6+ZPEccgP0SOgIhISEhB0gmru/XAZjLeMwl3NMwkhFVntPYNFQVT1yaxXQ8doxWGCmZROuhd8fzKZoOVTuYdeF4Mo8PFjmqI0UqqqEp8pzV6pbrY7s+tzw2XBfaESzKxVnblea+PRNMlG3SUZXhso2iQCqiUTRsIqqMURff8YWH6fh4vk8mFSET0zEdD4WgLfD1Jy+mIxWdVgC5qb9AxfLmDJEn6/dozEM4aVmOJ4bKrOpIYtgesWZRo8+OsQqrOwIp5cFCMD650RkR0xXK9fHQyajanFPQiAw0ZjcMFQ1OXpajtO1+/votb2TlypXcdttt9PT07Pf7ei6G+J8uoSMQEhIScgiZz3gcsyjDrzcNzZKefbivwK2PDdOeijRH/85lbDIxnWRUoz0VoX+yRkSDScNistoQ8AkU/VoSOlXb58+7J3jp6vZ6Yd/0avVGygEgE9fw/EDJb7Rk8USlhCZLrO/JkNAVJmoWY6WgVdCwg8E76ZhG2XSQCCSDFUkhF49AXZtgTVcKATw+WGLpsU9JJpuOh+sHUYSG0Z6KLElIkoTjC0zH45hFGW59bJi9BYOEriJJ0JWOoqsSmhzk9Z26TsLU62nyU8OWGt0HDbXCqQOL3nfOam799S94y1vewoYNG7jllltoa2ub9owWIhX8fGeOjtiQkJCQkKdDw3g8MVSmIxWlOxOjIxXliaEyX7p1K8WaTWc62uwCCELoNQYKJmXTnXb8j/7cR9FwmtduFA+2JHSoF+wVazYSEqocGFBJkqjZLmp9+t+OkTLDJaNZrW46HoWazV3bAmGdZa0JTlvZSncmRtVycX2fsbJFPKLyouU5SqZDSzxCJq5juX69AFAgSwLP95msOlTrUsZF06FQs8nFNY7qTDdV9BptkI3PoMpBrt+foz7NF4EqoiYH6YVfbxqiIx1ldUcymGgoBDvGKuSrDqu7kuhThjNNvZ5Un61gOB6+CKYfTJ0zUDBsTl6W42c/voE3velNnHbaadxxxx1NJwCmy0E3vq+GmJPhuGzcOX5I/s08FwgjAiEhISGHiPlmCbQkdP60Y3xWvnjXWAXH8+nKRBkumayt5/PnUw5stKalYyoV08H1A1GgYOiPQkcqQr5mYfsCBOwYrfCS1a2csDTXjFK4vs8Du/Os7kiSjmrNsb5rOlOUTAeBQJXlumENdu7tyQgV0w1mFygKRdPB8QLpYE8EUYCxkkkqpnLmmvZmNf5MFb2oprBhSZa+yRoV051WIwBQsYJ5ABuWZHmoN990VgDWdvnNeoeJqoXl+M3WwdakznjZbsr9VkyXtd31+oJiUAvQSJE0ChcfueW/+ecPfoCXv/zl/PznPycef6rYcyFSwTPFnJ7PhI5ASEhIyCFgX8bD8XziEWWasXc8n8GCQSqqNTXtp07dm0uXPhPTeP1Ji3iwd5JizcFybSKaTFxTScU0XN+nLRmlJa5x2qoWijWHDUuy01ISlhu0GY6ULCZrNqcubyWmK81JfaosBxP3ABDNscgr2hKMlkx2lSu4nl+fvAjpekW/pihENJnhokl3Jjavit7pq9p4YiiYjOjXRNMZKJk2tis4bnG2OUVx6rOcOpq5PRllx2iJoaLRbB0cKpiMVQyy8aDff01niomKRVyTSdXrBCQJ1nenuPen3+KTH7ue173udfzoRz8iEonM+i5hfjGnXWMVtg6XcX3RjNQ8n+sGQkcgJCQk5BCwL+OhKYHEr+8/Zeyn5rbnCl/Pp0uvqzLrutOcuCTLrzYP4XhBx4BbV99rT0ao2m5gnFWZTfVhSI0oRWMtyajarKhvtNFpikxXOsrOsSoxXQ0mAtZb7jRFJh5RiKgKqahWD/GDLENcC5yBmu3yxFCRYxdlmKhac6roZWIal5+xgmWtMW5/fITBggFARyrCqzYEOgKNtvb5NPtt12fbSJU1XQkSuspwyaQ7E2WkZDJWtljVlqBsOpy4NDutEDOiynz0X/+Fz3/+87z1rW/lO9/5Dqo62wzOJ+ZkOB73757Ecj0SEZXFuTiyJD3v6wZCRyAkJCTkELAvnfmpBrZh7KfmtiumS082Ns0RmG9H3fg5pqscuyjNSMkkFdVQJAmlHtKXgKJhs647PWtewdSRv1Mr6hv3Tsc0FmWjDORrpCIqQ5KgULNxfI981aFsOqiyjKJIdGdi1GynGdKPaQqThk3vZIX2ZGxeFb1MTON1Jy3h4uN6KBpBsWM2rk/rLpjvWQLTWgc1RWat91TaYKRksqo9wSuP75nuQCkS733ve/nmN7/Je97zHr7yla8gy3OXyc0nFdxI5chIdOeizWf2XB4xvBBCRyAkJCTkELA/nfmGgZ2oWrQno9Ocg1xCY2Vbctrx8+nSN9r+fvvYELossbdgkojaLGtJoMjU++RlUlGdDUtybBupzDKmK9uTjFdsKpbTjFLIksRYxUSSgva73z85StXy8IQgpgVRhEREQapHE3wh2D1ewfUCYy1hkYyoCGBNR4pXHNcza3fcaKmszwQiqil0pmcrB+7rWU5tHZzqVDX+uzsTY89Ebdo5ruvy9re/nRtuuIFrr72WT3/600hzdC1MZaZUsC8Ee/M1JAIlxZnf13N1xPBCCB2BkCOad7/73fzyl79kcHCQ+VQ23/ve9/L1r3992vvf/OY3+epXv4rv+5x99tl85StfQVGeX//zhxx69qUzn43rXHb6MrYMFJvSs8moyqJslI50pD4al33q0je6EmzXw3J8Ro1AyW+sbDFesujKRElENF51QjfnresiMuWaU52BmKZw6ooWdowE+v/jZQtNDRyTX28axHZ9jupMocoSluuzc7SM7QnOWN3O758cYaxsYXsCWWoYYQlVkanVFRDPrcsET133xp3jPNSbZ2++xljZpj0VYVEuxsnLcnPm1xvPcm++RiamEdUUZElioFBDk2WWtybqwkfyPlMqlmXxxje+kV/84hd88pOf5F/+5V8W9F3OlAo2HI+a5bGmK8XKtuQ0CeW57vt8InQEQo5o3vSmN3H99dfT1TV7khjA3XffTaUyfQTqli1b+PznP89DDz1EJpPhve99Lz/84Q/5m7/5m2diySHPYRaiM78kF+fsozueMlSuv2Bd+o07xynWbAaLJpm4RkSTKdUVDsumi6rIfOI1x7CqI9U8Z76ddUybrf//4V88Ru9kjWRUpTxWJRvTaEloqIqM7XncuW2MquVStlwkSaob4aBrQFWCeodEVOGh3nwzRN5wXoo1m93jwYyCzkyUmu2xZ6KGLEnz5tc70zqP9E0yWrKQZImudJRTV7Swa6zKn3ZO1LUDRFNtMKYr01Iq1WqV1772tdx22218+ctf5u/+7u8O+Pu86Nhuzj66g0LN5nt/2kNPNv68GjG8EEIdgRcAv/jFLzj++OOJRCKsWLGCL33pS4f03Mcff5zzzjuPeDxOT08P1113HZ7nzXG1g2fHjh28613v4vjjj0dRFM4+++x5jz0U6zrrrLPo7Oyc8z3LsvjQhz7EF77whVn3PeWUU8hkggKrCy+8kBtvvPGA7hvywqVhPN57zmquPHMF7z1nNRcd2z1roFAjJ76Q4+GproSi4eC4gtZEhEXZOGs6UxzVmeLkZS0oksTjQ6Vp552+qo2opjBcMvB8geP5lE2HvfkqMU3lrDUdSJLED//cy5a9RVoSOnFNJabKFA2H3eNVbFdgex4D+RqKrKArMook4bheXSQoCPe3JnUSmtIsUAS4a9so42WTkbKJXRcjUuWgQ8HzfSqW2+zLb+gcjJZNvnPPbu54YhTTFaTiWt1p8rjt8RGEANf3g5HIUY2hgsn9eyYwbK+ZUrFqFS688ELuuOMOvvOd7xywEzCVqKbQlYmxYUmW8Yo15zHP1RHDCyGMCDzPuffee3nd617H5Zdfzhe+8AX+/Oc/c+211yLLMv/4j/940Ofm83nOP/981q9fz0033cTOnTv5wAc+gO/7fOITnzjkn2fLli3cfPPNnHbaaTiOM+9xz8S6Pvaxj3HFFVfQ3t4+7fXjjz+eD3zgAwwNDdHR0cFPfvIT+vv7D8k9Q144HGpdetPxcD2f4XpxYANFlmmcFYsobN5b5IL1XdNaDt/84qXc8cQwtz8+wmjZhua0vyBysHHnOIWag6bJqPUCOkmSiGkKVdulYNhoiowkSyAJEhG17lTIOL6HX8+a+T4MFAziEZWdYxUe21vkW3fvCgSHDJeErtCdidGViaGrMsmIxmDBYFE2xi8fGWRTfwFVkXlyqETfZI2OVJRcQm92VmwfKTNSNmlL6rheMGipPRmlIxWlZrs82DfBcYtyrMnAueeey+bNm/nxj3/MX//1X8/5PA90fsDzccTwQginDz7PufDCC6nVatx9993N1z7wgQ/wX//1XwwPD6Pr8+uhL+TcT3/603zuc5+jt7eXdDoNwOc+9zmuv/56hoeHm6/N5OGHH6a9vZ3FixfPeu/mm2/mwgsvnDOn7vt+s5L30ksvZXx8nD/+8Y+zjlvouk466ST6+vrm/Ow//OEPmz9LkjStBmDz5s1cffXV3HbbbU3Ftqnv33DDDfzf//t/0TSNc889l5tvvpmHH354zmcREnIoMB2PL/5uK9tHKk3hnKn4QlA2HY7uSnHVy1ZNO6YRnq9YDpmoRqSebx+vWKiyRMl06EhGuOHPfaRjQQdCA8/32T1eJaoFgjzpmEbN9tBVBSEE+aqFJwSZuI4kJBzfIxPVaU/q+MBYxSIVVRkrWUiShCcErQmdVe0pdFVmvGKiqzJl0+X8dZ1ENYX/+UsvVcsjHlFZ3ppEr7f/PdA7ie/5RDSZDUtaGK9ajJdMJFmiJxMlE9N5+4kZ/uavX8We3bv52c9+xsUXXzztOR3s/ICp5z8fRgxPYd7qyDA1cJhoaWnhIx/5CG95y1tobW2lpaWFd73rXVjW3GGlp8sjjzzCBRdcMO21l7/85eTzeTZu3HjQ5/72t7/lwgsvnGbw3/jGN2IYBnfeeee8177++uu54IILGB+fLsP5/e9/n0suuYTf//73c543XzvPTBa6roceeojx8fFZf6Y6AXNx77338vjjj7NixYrmFLLly5czNjYGwGWXXcYDDzzAxo0bOeGEE1i7du2C1h0S8nSJagrHL85Qs7055XkrlkNXOooEWPWQfYNG2H1RNk6yPoioIZdbthwG8gaJqMbS1jgVc3okTkhBIVxDgth2fQzHo2IFrYSeCKISgcwxRFUFD8GuiSpVyyWmBeOKJSkoKFQkibLpMl6x8EXQmuj6gmREJaopGI5LxfJJx3U8n2YofrRk4vuCWETDcgEEi7NxjlucZVE2Rmc6SnF0Lxeefy679/Tyto/9O/LSE6fJNO9LAnqmpPN8LDSV83widAQOA319feTzef7t3/6NlpYWfvKTn/CP//iP/Md//Adf+9rXZh0vhMB13f3+mQvTNGft+hs/P/HEE/tc50LOffLJJ2cZuaVLlxKPx3nyySfnvfZ3v/tdNE3joosuolQKPO+bbrqJyy+/nE996lOzHJAD5emua6G8+93vZnBwkD179rBnzx4A9uzZ00wTjIyMAFAsFvnc5z53UPnHkJCZNHLlU405wFlrOliUjTJcNJrOgC8EJdMGgh1+70SVG+7r42t/2MEtjw0xWjbZMliiLRmZdR/H88lENUZKJqbjcdrKVlRFpmDYePXrO3XDr6syy9uSxCMauiJj2h5Vy0OVJRRZwnZFYNCjGpos4/uCguGQiqrYXjCnwPV8VFnC9X0mazb5qgVIyEhP6Sg05g0DUVWmYDjYrk/ZcutFetOdIEWWSUU17nngUX7+8XdgVUv8y1d+xEvOeNksA38o5wdMrfN4vhM6AoeBTZs2AfC+972Pr3zlK5x77rlcd911nHfeedxyyy2zjv/e976Hpmn7/TMXq1ev5i9/+cu01+6//34AJicn97nOhZybz+fJZrOzzs3lcuTz+XmvncvluPXWW8nn87zqVa/i5ptv5g1veAMf+MAHuPbaa/e5roXwdNc1kyuvvLKZvli8eDFXXnnlgs574xvfyPr16znttNN497vfzUte8pIF3zPkyGU+A99gtGTyswf7+X+3b+Pb9+xuGvOGIcvENK6+8GgWZWMMFQwmaxZl0yEX16mYLjXb44SlLdN2ujds7MNy/VkKeVsGi/xx6ygP9ObJGw737QpmIbzmxEUsaYlTMhzyNZvRkkkurrG+J8Oq9hTru9OcvKyFVfVBQKbjY7k+luOhKUFdgajLEtue30w1qEoQMXB9gRASpuPii0ApcWpffkxXSUXUQG+g3hVgu4GkcSKiYtgeUU1uzg4wbJcnt2zm4W/8A5Lw+MjXb2T1sSfOMvCNYsupDpHj+dRsF8fz5xySdKQQFgseBjZt2kQ8HueDH/zgtNfXrFnTNLRTueSSS2YZ5IVy1VVXcdVVV/Gtb32LSy+9lPvvv79Z+b+/MPvBnLsQuru7uf3223npS1/KK1/5Sq688ko++9nPHvR1DyX/+Z//uaDjZtbS/OEPfzgcywl5gbK/vHTRcLjjiWF+8sAAru8T1xUW5+Isa03Mkq9dkotz/auP5a5to2zeW0SRJfomarSndE5a2tLsb28Ywr35KnsnayzJBW1vDZlcx/ObRYfd6Shlw+WOJ0Y4++gOXnFsNxXTYc9ElR2jZc48qoPHBkuUTJtkRCMRUelMR9k5WgEJlrYkiGgyQghqtkvJdJGkYOiQJgdzCsYqFogghWE5PsmozqqOBONlixOmrFtTAgnlB/vy1BwHhBRoLIhgtgFIJCMqe/M1RkoW47seZecN/4qsx3ntv/477cvWTHv2DQN/wpJs87k05gU05I0BerIx4rryvNQBOFhCR+AwsGnTJs466yxaW1unvT48PExPT8+s41taWpqtaAfK5ZdfzqZNm3j3u9/NO9/5TuLxOJ/97Gf5u7/7u3l74w/k3FwuR7FYnHVuPp8nl8vtd32GYWDbNrIsU6lUphUDHgwHu66QkGeK/c21/6sN3fx60xCPDRSIqjKZeKBiN1Q0Ga/YnLQ0y0TV4q5to1yyYREQRAYu2bCIC9Z3MVoy+a8/7WZJLkFUU3CmyO1qikx3Js6e8SrDJYNF2XhTJrfRvpev2SzOBW2ID/ZN8EhfnpXtwW7/5GU5khGV1mSk3r8fGE8BjJYMdE1BRmC5HqUp+XUhBJbjE4so6KqCIkv0ZGJ0piLkazYxXeGiY7p45fE9/HHrKE8MlUlGnjJHa7vTTFRt+iar6IpEzXFRJHA8WNOZoGi67B6vUtm9id3//VHUZAvrLv8cg+S4d+cYL13VPs0hahT1AVQtlwd6801HqNGRMFAwsB0fuz4D4kgiTA0cBjZt2jTL4JfLZX7/+99z3nnnzTr+YFIDiqLw1a9+lbGxMTZv3szIyAinnXYaQPPv+VjIuWvXrp2Vc+/v76dWq+23QG7Pnj28/OUv57TTTuPOO+/k17/+Ne9973v3ec5COZh1hYQ8k+wvL33Dxl4qpkPZdIlogSCOXG/dGyhU+dWmQbYOl/n+n3r51aaBZpqgaDj8cesoP7ivl0cHSvz+yRF++9gQtz8+zL07Jvjj1lG2DBaxXZ9F2TiqLLE3Hyj1RVSZvYUam/cW6M8b7M1X2TVe4YQlLSxrjXPZaUt57zmreeXxPc01xbRgXPHZR3dwytIs2bjOklwMyxVUTA+17nioShAZsD2PpK5Stmx8IepdDUE6YH13hvPrLY4zdQ4AdEXmqI4kx/VkOHFpFlWW0DUZXZUZLVmUTRf6HmL3Dz9CrKWbtVd+kUVLlqIpwfu7xp8SAWsI/WRiOsf0pHm4P990hOS6dyBLQZ1CNqHyUO/CU4svFJ7TEQFJki4C/h+gAP8phPjMjPeXAt8DsvVjPiSEuPmZXudUqtUqO3funOUIfPnLXwbgb//2b2edczCpgQa5XK65E/7617/OS17ykgUbxH2d+4pXvILPf/7zlMtlUqmg5/jGG28kFovxspe9bN5rjoyMcMEFF7Bq1Sp+8pOfEIvFuOmmm7j44ovJ5XJ86lOfOpiP+7TXFRLyTLK/ufbZmM6vtg2wtCVO70SNiCYThL4VqpYLAnwE6agGQuKxgRJ782YzimA6Ht2ZGE8MlRiv2Ji2R0yXWdmeQpElhgomoyWLFW1x3vLiZdy9fYyNO8fZPV6lartokkQyqjFWtiiZLkNFk1VtiWm99VOVCQ3bY9d4hd6JKgN5k4rtoKsSuhqICzXyATFdRVdlTlqaw3C8KRMGdV61PpA/blTZz6fGeOLSLMcsyvCLhwZIRFResqoNx/X5xSMD7LjnZvp//gVSPas55x//L2osRcX2iKoyhuPRP1lrDlKaKvRz0tIc3/tTLxE1GM7UiAZUTBdNlThhScvzdl7AwfCcdQQkSVKArwEXAHuBv0iS9EshxONTDvtX4H+EEN+QJGk9cDOw/Blf7BQeffRRfN9n586dfOxjH+PMM8/kd7/7HV/84he54YYb5ixwa21tnZVGWCj33Xcf99xzDyeccAKlUon//u//5tZbb+Wee+6Zdtz3v/99Lr/8cnbu3MmyZcsWfO5VV13Fl7/8ZV73utdx7bXXsmvXLq6//nquvvrqeTUEAK644goymQy/+tWviMWCoSLnnnsuN954I5deeikve9nLuPDCC2edV6vVuPnmwJcbGBigVCrx05/+FICLL76YeDx+UOsKCXkm2ddoYoCa7TJasojpChFVIqopSAKGiya259OVjmJ7Po7vI8tBHnuianHDxt76wJ7AwZAkCdPxyMZ1DMdjrGLRk4mRjmkMFmpIUoKOdJQzj2rnv+7dTaHmBGOEFXA9QSKqYnvBECF5hkxuQ0Snd6LCrrFAIjgV1RDUED60JiI4no+uq0gSyPXdd0SV6UhHuOplqzAcr7krn8vATpXynSryc8tjQ7i+YHlrUEjoC0H+4Vvo/9/PkV1xPGe99/Os6GnH8QKtA9PzEIAnBKbjMVG1pgn96KrMcYvSVG2vmeKQYJpEcclwjrg6geesIwCcCuwQQuwCkCTpx8CrgamOgAAav/UzwOAzusI52LRpE+l0mt/85je8/e1v55Of/CRHH300P/nJT3j1q199yO+naRo33ngj119/PbIsc+aZZ3Lvvfdy3HHHTTvO9308z5tW9LaQc3O5HHfccQfve9/7uOSSS8hms7z//e/n+uuv3+e6vvSlL9HS0jLLKL/61a/mzjvv5PTTT5/zvNHR0VkqYI2fd+/e3ezpf7rrCgl5JtnXaGKAvokqPpCLR3B9KNYcIqrcTA+UTZeoJmPYHotzcTRFJhvT+e2OIV5xXKDl73h+sAvXFAzXRVcVijWb9mQEw3HJxHV8IRgtmdz4l37GKjaqBHFdRQiB4XhYrk9rUsf0BRMVe9oaGzv2r/9hBwXDJlGv6F+UjTGQN8jEAucjFVHpqKc/qpZLdzaKIssIoCsze8LgfM9r6ijimdGU3//0u/z5+5+mde2pnHrlJzGloM5BU4KCxJGyyWjJxLA9xisma7vSnLmmvRl9iGoKEU1hSUuCNZ2pabUUje/p+Tov4GB4zioLSpJ0KXCREOLK+s9vBV4shHjflGO6gd8BOSABnC+EeHBf1z3cyoLvec972Lx586wdeUhIyJHJLY8NzTtO99ebBoloMrqqENMUdo9XsF2fkumiyRKG69KdibE4F+fU5a3EdIWa7XLLY8NcdGwXcV2lZrvcu2OCuK4wVrEo1mxMx2dJS4xlrQlWtifJV21WtMXZMlTiti0jOJ6PEKAqMhJg1/v7gyl/Mt+47ORpxtt0PL72hx3k6k6FpgRKfzf+pR9VDsbyWq7gqI4khu2hqRInL2uhbDq895zVT8uwFmo2375nN92ZGEIIfv6dL/Ozb32JNS8+nyWvvwYXFUWWOLorhV5XKS0ZDhKCxa1x4pqCWjfwUzs05vs+AIZLBuu7082BSS8wXrDKgm8CviuEWAxcDPxAkqRZn0mSpHdKkvSAJEkPNJThDhebNm1iw4YNh/UeISEhzx/mKobzfMFAoYaqyJy+qg1NkTEcl2WtCbJxHdcLRHw8X2JVe6rpBEBQ2CbV/wbqu1nRrMxf3ZFiSUuMc47u4JieDLoi4/k+O0YrtNV1+1uTkabAj12PKAAsaYmjyDLSDJPRSHFENYW4rqIpgYjPycuyRDQZ2/UxHZeiYdOdjXLq8lYqlnNQQ3ga57mez39/9VP87FtfYu2Zl9D6Vx+kr+DQP1ljz3iVLQMlKpZDoWZTsR1M1yOqKvRk43MqB873fQyXjDnnBexP++GFwHM5NTAALJny8+L6a1O5ArgIQAixUZKkKNAGjE49SAjxH8B/QBAROFwLFkLw6KOPhuNoQ0JCmsxXDHfcogwISEe1aa15yahKVyaK5wtakxFOXpZrhq4Bxism63vSTFQsFtXTBT3ZGEMFk3RMazoUMT349T5WMVndkWTPRI1ERCMVVXBcn2xMJx0V+AhkJEzXo2q5dKR0MrHpiqPzpTjWdmcomR4128Hz4eyjO4ioSnMIz0nLchRq9gEN9pk6DGhtZ4JPfvif2PibG1lzzqVEzroC04eWhE7VcrE8n8GiwWTV4uRlOdZ3p4moCstaE83rNTo0hksGG3eOc9Gx3fsdFQ0HP5Pg+cRz2RH4C3CUJEkrCByANwJvnnFMH3Ae8F1JktYBUeDwbvn3gSRJTTndkJCQkAbzFcNpitwMUx/Tk2nmrT1fcOe2MbJxtbnzr1guj/RPUqi6HNWV5OG+Arsngpa/lW1JRksWg4UambjOyvbktKl4Z65pZ8/GXmRJYl13mof6ChiOR0STUZHxhI/lBPc9f33ntDx9Y71TuwcaxDSFU1e08GDvJAhBoeYgSQ4r2uKAxA829jaP3Z8RnWl4PdfhN1+9jo2//TknXvK3xF/yVmq2R0xXgxHEUY2lCR3D9vCEz/K2BKmoNm+HRkNY6OyjO+b9PqauZV/aDw1xpxcKz1lHQAjhSpL0PuBWgtbA7wghtkiS9DHgASHEL4EPAN+SJOn9BIWDbxPP1aKHkJCQI56ZBmfmWFtNkZElibGKyYtWtLCsJcbu8Rqm7fHYYIlcQuOctR0kIiqLsnEe6c/zhydHObYnzYq2OJKUCCrrq/asXW7DkK/tzjBRdRgtGxh2UM1vOR6tSZ0Xr2zlvHVdc+6GV7TF8XyfPRMVutIxonV9gaJhc9yiLK8/aRG6GqQJfvbQwKxJh/syojMNr+dYfOVfr+ahu2/jore9n44z38DDfQUiqoxbn1uQigbSxUpUoma5PNyX59QVLfN2aDSEhaZ2BMwXqZiq/TD1/JmRhRcKz1lHAKCuCXDzjNeum/LfjwMvfabXFRISEnIomC9tMNWAm47HbzYPomsyi7Lx5rnJiMoZq9vZm6+xqj3BK4/vIaop03bxczkdRcPmtJWt9E5U6ZuoUrFccnGNN7xoCeetCxRFpxplv77T/92WESYrNpmEzsO9BXJJna50lBctz3HWmo6mcf/fh/by6EABw34qp96TjbGyPUnRsOc0ondtGyVfs1iUjeNYBv92zTt47C/38Lcf+D+sOfdStg6XycRUklEtGHI0pRRMRkJuGnl/3g6NqR0B8z0j2L/2w9TIwgulu+A57QiEhISEvNDZX5gaYM9Eja703C143ZkYeyZqzZ/n2+XOdDpycZ10VGV1R5Izj2qno777veWxQKgoHdV4crhE30SVgYKB50MyqtCtxci1Jdg+WiZftpuFhi9e0UrRtPmfv/QT1ZWmct9UueSTl+WmGdHGjIUfbOwlFVXZvHOQu7/2Twxtf5R3feSLnPXKSynUbHrHqxQMB9PxA9XFKREBH4HvB50MJy7N0jthzNkRMFYxWdEWrysuzp/335/2w1yRhec7oSMQEhISMoN97RgPF/Pd6+kaprk+w/6cjsZuOBXVuH/PBI4rMF0fTVFIRWTKlsMft42yoi2GLCmMVizKexz+tHMCWd5Be1Knd7LGkpY4CV1FViRkSSId1SiZNr0TVXJxHbMuevSlW7eyZ6LKWNli7+Awj//XP2OM7mHtmz5C7JhzyVdtNg8UUBS5PpHQR9eVpvZBWzKC7fogCU5Z3sJ567r40Z/7mqmWRm5/rGIiIdE7aYBgn3n//Wk/vBC1BkJHICQkJKTOc7FS/EAN08F8hobT0TtRxXEFiYjSbHPMGw6jJQPLFTy6t0xUk8lGNUYtl5a4hmm7bB+xSEZ1JisWxZrDirpcsecLdEWhb6JKOqpiez5funUrgwWT9lSUnb39bP+va7EKIyz+/65DX/Ni7tkxxsN9ebpSEbozUYQQPD5UxrBdopqC6/uMlQ1URWFZS5zLTl9GJqbx+pMWcff2MXaMVpqtkMf0pKnZHr0TtWnRAl8IUlGVyepTKYv5CiMbTJUsfqEQOgIhISEhPDcrxRu7+jWdSXaMVvdrmBYy6XDLQHFeJyGqBdoCe/MGmZiG6/t4PkxUDQo1B7c+mM8TYLs+Y1ULWZLpTEXQNZl8zUGSXBzPR5IkioZNMqqCAFmWKBsuKzuS/OHJEQYKJl2ZKDt27GTbf16NUy2y/C2fJL7sWGQkEDBZtalYDmcd1c4xPVlaE1Ee7s/XBy8F6ot/tb6Td71sNeloIBY0s8DxzDXtpKMaX/vDjmbef+YYYl8I9oxXOWlZjo5UdFYR59TIwlxaA893QkcgJCQkhOdWpfjMXb3leIyVLUwnkBqezzDt6zP0TlT40q1bWdqa2Kejs7ojyYO9BXJxHaVuzPNVp1EK0JSn833wAFXyqdkeyUjQ1mc6wY7dE1AyHSzHQ1UkUtFAtVACfvbgAJoiM7F3F7//wrvxHIvlb/008UVrUWSwPQ/JCxQPLRe2DBaJ6SoblmY5eXmOkmHjeoKq7fK+c49CkqQ5HaC+SYOfPTjAK4/vbj4Lw/G4f/fkrDHEQ0WDGzb2ccWZKxZUxPlCInQEQkJCjnieS5XiM3f1fn2Aju8H8wJ8IYioypzdBfv6DCXDZW/B4ISluVnjkKc6OmeuaednDw5QMCwSukbVcvEEqLKEqCvxSVLwBx98wLBdBAJFllFkmWxcZ6xsBfl7IWE6PqYjOHZRmrZkBE8IhrY/xgPf/CACibVXfpFk18q64Q80DWQZIqqCrkg4HuzNG4xXbE5d0UJrMhBc8ssmUU3hj1tH9+nEbeoPRgt7vmDXWKU5hngqgSPjNZ/DQoo4XyiEjkBISMgRz7NZKT6zqK+xq29U7QfhawkQxHSZ1R0JLjyme85Cv/k+g+P5DJdMYrrSHLQzlamOTkcqyqWnLOb2J0aYKJs4vkAmMPyqIuF6oh4VCNYkANf3KRs+qahKxXQZLhpUbR/hgxaRAs1/IaHIEpv6C5T3PMZ9X/knIvEkJ7zjC3jJTmRZIiIpeELgeBKd6QiSFKQTFEkioauYrsuusQrH9GSaKRFgv07ctpEKazqTPDlcZrBgkJrhBFRMl55sjO5MfJbD90J2ABqEjkBISMgRz7NRKT5XUd+aziSP7i3Sloo2q/anhq/LhsMvHh7inKM7ycYXJgMMNIcMIYL/nukMzHR0zlvXyUjJone8zGNDJYQSKLa5XlAkIAQoMqgyeD7YroemqliOT7yu/CeEh67JOJ5AQiKXUEnHNHY9spHff/mDRDNtvOKar1GSM+wtGEg2IEmYtouuKSQjKrYbOD+25yNJkIxo7M3XyMQ0UlGN01e1LdiJ27Aky47RChXTbToCvhBUTBdNlVjZlnxBtgYuhOf70KGQkJCQg6ZRKT5eseZ8/1BXijfC/08MlelIRZvDcR4dKPLoQIltw2UcV5COaU2JYVmSyNQHEt29fbqS+tSiwrk+g+sL+vM1JqoWG3dNcNvjw2zqf0r0Z6aj08iRn7qyFVUOdv4QGOK2pE5ElfGFwPWDdyxHUDYdqraL5/uYjoeuyqRjKrm4jq7KWI5P74N3ctv/vZpk+yLO/+A3OXr1cjRFRghRL0z0URSJmCYzWrZQFImlLXGWtsap2S4l06FqeaxqT8zZ7jcXjc/WkYrylhcvoz2lUzQcCoZN2XSaQ5JiuvKCbA1cCGFEICQkJITZcr+Hs1J8vqK+Rdk4D+7J88RQkVUdqVnn+UIQjyjsGK1g1nvp79o2yua9xWbYfrxsYToui3MJFFmiULP5w9ZREALPF4wUTYSAvZM1to6UuGBdF5bnzXJ0MjGN1520hIf68tz++CiOF0QaFFlCUSQ8ISEjUGRIRVXKposEBPZYQlMkhJCaxYXjm+7gvp98js6V6zn1XZ/j0jPW0T9ZIxZROLYnza6JGkKIwBmQZRQp2KmmYxqnLm9FVaTmJMCGiiJwQO1+UU3hVScs4tG9RXIJHU2Rp0VGXoitgQshdARCQkJCWJjc76FgX0V9miKzrDXOfbsmEY0FTKFiOfWuAZmdYxX+865d7C0YxPVAz78rHSUT1xktBR0Go2WL7SMVfCFwfEGl6pCMqiQiKlFdIV+1+eWmAS46tnteR+ddL1vN7rEag0WDmukyWbVxXIEsBzUDXZkoy1oS9E5UmazaWK6HqLcXur4gosgUH/ktu2/6f/SsPYmz3/t5fC3Gy9a08T8P7OUVx3bXowuC3WNVNu0tULVcNDXQADhxaa45gnmiarFhSXaWoT4QJ65xbMl0aE8G38ELuTVwIYSOQEhISEidZ6JSfH857aO70vx59yT5mkVLItqsD6hYDpoSjNgdK5v8+x93MlKy6M7EmseMlC00RaYrEyFfsenJxqiaLobrUzQcomqgyifhBsV5qoznC3qy0XkdnSW5OJ+59Hi+ffcubn1sGEWSiEaDzoCa5VIxXR4dKGI6LqoiISMhyeB4Ep7nM3b/zxm49T9oWftizv77z5JJJTh/XWczTz/1+a7pCqYvPtibx/V8Kq7PjtEyazrTVCxnXkM9nxO3pjPJhiU5Iqq832NfqK2BCyF0BEJCQkJmcDgrxfdXmBjXVdZ1p1FlibLpIAjq86cO7vGFYLhk0ZWJTqshaEj57hit4LiC9T1pdsgVSoZDVFOCAT2SRCqq0JGOokgSJcNtphoaA3kKtWB6YSamE9UUluTinLayFR/BEwMl4rpKf76GUS8ScHwf1w06CBRZoicdo2hY9N9+AyN3/pCuE87m//unz7KoNUUqqnPeuq6mcW48h6n9/et70oxVLEZLJrvHqgzkTf76lEWct65rXkM91YkbLZts6i+wbaTCtpEKMN3QH0mtgQshdARCQkJCnkEWktO++LguRkpBMVujIK4xnliTZRzXb6YDZhLTVHaOFlnaEkMQGFpfBFP6AKKqTMn06M4EoXdZBkWSGC2bPLAnz+2PjzBasZAEtKd0zl/fyRlHtXP/7gmKVZeRkonlCoo1G49A0wABihJU3NuOx0TFZPB332L0Tz8je8LL6Xr1P5JKRDl+cXbarntNZ5JHB4osysZn9fenIxqrViY5qjPJZNUmrqsL2q1brs9vNg8vSCHySHcAGoSOQEhISMghZCEDi/aX026MA26Er8um2wxfr+9J899/7kOSguLBmc6AQCBEsDuP6yqLczH68wYxRBC2l4IuAM8PhIq60oFo0f/8pZ+H+groqkxPJph0WDYcbry/n189MsTWkTK6ImO6PpNVm0aoomZ7yFCvGVAwXZtdP/8KpU230nn6a3jxm96PLyAd0Tl9VRsRVaZvssam/jyP7g26JB7szWPaLktbk9Na+tZ0pojpChFVWbCg03NJIfL5QugIhISEhBwCDmTYz0Lz1HOFr03HQ1VkutJRRkoW6RnXlgi6B7ozMTRF5qjONE8OlSkYDumYhlTXE6haLlE9aPEDiV3jVaKaQkIPBvookkRMV+mdrFG1a3ieTy6hU7YcPB9kCTRZwnYFLqD4IPk2E7/5EqUtd9Jx5htZd8k7MRwfXVUoWTZf/8MOfCHYMlDC9QWr2hOcsbqNnWNlNu6axHBKLMrGWNqaYGVbslkkuND+/ueSQuTzidARCAkJCTlI5pMFfnSgOO/AooXmqWe+3kgtPNJXYLJmUzKCToBGweBY2WRxa4zWRCA4FNMULjimi9u2DJM3HKhP3OvJRknHVKKqwnjVIl+1cD0YyNdoqAZ6dRUix/XRVYnJqoUkBa2BjUp/TZGwPYHv2Az88rNUt/+Z1nPexvGXvI2EplKzXTxfcN/OPOmowurOJFE9EAwaKVlM1mxOXJpjvGLj+YLOdIwVbQlU5alIx0L7+59NhcjnM6EjEBISEnKQNGWBY1NlgQNiusIdT0R43UmL5zz36eSpG6mF5QhKhstwycT3oea4LM7GeMfLVnLn1vFm6iEX17n4+B4e6p1ksmpzTE86kP1FIl+z2by3SP9kjUREJRvX0WQZV/iMFUxUOcgC6KpC2XRQZbmZjpCkYAaB5FkM/PxjVHc9QseF76brtFcTVWQMx0OWQZNlaraN6UoMFkxaEpGguDGmUTIc+idrdKYjPDFUYm++FogJyfUCybYkRdNeUH//s6EQ+UIgdARCQkJCDoJGODod1eacalcyHX76wF7OOKpt3pD1gTIztZCJaXhCcPziDGet6SAT01iUjc9KPbzmxEWctDSH6frc9PAAri/oTEd5YE8eCXA8wWTVpi0ZARGE/j0hqNkuft2INuR+hR+IB+lujd4fXUd175O0v/L9ZE84j6guU3N8JAS+EIwaFrIEFdMjM0UtESAZVembqCLLwTlBbYOCrsoM5g12j1d50fKWBfX3H4i4UMhThI5ASEhIyEHQCEfvmajOmmonSxLZmM6AVePubWO8/uQlh+y++0st7Ov9Wx4bajoBjhdM+ovpar3DIJALTkc1fAQ1y0UIiOoKQhCkAhSfiuXi1wrs/NFHMMd6Oeat1yGWvZiWhMaq9hTDJRMhJCIyVC0PgcCXYahokopqqIqEIkkossxkzaEloXN0Z4r+yRo128V0JSQJsnGNZa3xBff3P5MKkS8UQkcgJCQk5ACZ2Rngen59GI4+61hfCOK6Oq1X/1Dff1/XnGtK4dSCOsfzycYjuB6MV00kIVGzPVIRFdcVeAISEZVUVKNmucHAIlVGmpyg9wf/jFMc48z3fI7Wo1+E6wtakhHGy8G45Lim4gofx/fRFCm4pid4uC9PSyICCBIRlZJhs7w1gWF7bFiSZU1nICwkAabr8ejeAuet7SATn/18ZxIKBh04oSMQEhISskDm6wxYlI3xQG+eXHx2XrpiuizOxVBk+aAdgQPpTJiPmQV1gd6+xIr2BPGIwnDRpGK5TNZsZAlyCRVNVliSi9E7UWWwYGFODjH4ow/jm2Xe+alvsWT9yaQiGotyQVX+eNkC4VNzgvkDLQkd0/ZwXEFEk6nZHr4QRDWFsYqF5fqUDId4RGFlWxLXF2wdLvHEUImy6WF7Hv2TBhcf38156zr3+1lDwaADI3QEQkJCQhbAzM6AqUI1nhco7BVqdnNi4NR++GWtCcqmc9BOwHz3n68zYS5mFtRpikxPNsZQwWRpS4LuTIx81eLEpVkeGyzh++D6Pr0TNTwf0sYIu2+4FuE5rLvic0wkV3FBV5rz1nUCsGfcIKYHUsiCYARxybTZMVJBVSWSuooAoppMybBRJQkHCSEEpy5vBQnu3TFO70QVVZJIx1QsR8byfH764F56J2tc/tIVC/6soQOwf8IxxCEhISELYKpQTWM33RCqkRWJYxalSUSCyvqZI24rlnPQRWr7ur/huGzcOb6g68w1cnllWxJNlSgZDlXbYUV7ktZklJoV7KYX5+IsykbJGf08+h/vR1UkXv3h/+C4DSdxwpIscV1pSvdedvpS2pMRKpZDzfaomA5tyQhLWuK0JXRGKhbjZZOC4ZDQVY5bnOG0Va3YnkBVJHaNVRgrm6iyTExXsV1BNq7TmogQ1WS2j5QX/FlDFkboCISEhITsh0ZevS0ZmfP99mQUTZFZ25VmXXeK01e2cvbRHaztSlM07YMuUlvI/bcMlpph//1x+qo2oprCcMnA8wUxXeHkZS1EdQnbEcR1hXzN5qRlOboyOk8MlXjykb/w68+8B6FGWXPFFxlR2yiZLmXT5aHefPPeHakorzqhh6M6krQlg5z+WNliqGgyVrbR5MDxOGFxjtWdKSqWR8l0EQh6J6r0TVQxnUC3wHA8FJnm505GNKqWy6b+woI/a8j+CVMDISEhIfthIUI1EVXh1Scu4vHB4ixZ4IMtUjvUQjnzFdS9asMiTlqWQ1fkZv7+2p9uYtcjf2LrDR9Fz3Rw9Ns/i5RsxXIEXZ2BuuGeiRqj5SC1AHDMogz/fX8fhu3TkY4gATtGyxi2T0STg4FH9c+S0BUmaxapqMqaziQP9+WxXR9JksjGNNqSEfT6gCJZCiSSnbo8chj2PzSEjkBISEjIflioUE1HKsLSw1CkdjiEchZSULdloIjYcz9bv/8Rou1LWPnWTxPJtBDTFVRFpmS6dKWjlE2HTf2FpiOwZaDIuq40ZctlsBBEHTwf4hGFhK5RMBw0RWasYlGs2U3ZZF2VOW5xhh2jVXJxHU2ZHrT2RTBHQZOl0Ak4hISOQEhISMh+OFChmkNdpHY4hXLmW6vpeHz/BzfwP1/8Z7pWHcPSN32MlpYcihQoC/oEEwhjmsLqjiTbRirNyMWWwRKLcnEUORgcVDIcXM+nYDi4nmCibFKs2bi+QJIkEhGVXExn63CFsuGSjCgYtocWm+4IVCyHRERlw5Js6AgcQsIagZCQkJAFMDOvDsFOfLhkPCNCNc/0/b/+jW/w489fy7oTX8zVX/w+sWQa1wOmBCRMx0eRYXVnqpmamKs9MR3TiGhBJ0EyqjJasRksGORrDjXLQVdl5LqkcEc6qLcwXY9CzcYXgchRwbAwHZ+jOlOhKNAhJowIhISEhCyAZ1uo5nDcf76RyZ///Oe55pprWPfis3n/Z76JqkfoSNWo2i41y0Wu1ySkogovXtGKrsizUhNT0xiNFsW+yRo1ywUh6MnFiSgySJCvOgjA9QSLc3F8IThrTRt3bh1rzm3oSEV41YbOBekIhBwYkhDi2V7DM8opp5wiHnjggWd7GSEhIc9j5jOgz5f7zydMdNrKVr746Y/ziU98gje84Q1cdu3neLC/xI6xKk8OFrE8gSpLZOMa7akIqztSHNOTYbhksL47zUXHdgOBhPHMNIbhePzqkQGGSyYS0JmOIYTAdIOoQmsiwtLWOMf0ZBgsGFx55gqimkLRsBECsnE9TAccHHNXmhJGBEJCQkIOmGdbqOZg7j+fMNHjgyU+d/2/8IeffZcrrriCf//3f2fraIUv3rETy/FpS0Up1Bxc32e8YlE0XU5e1jJnamIuvX8JkCVoT0UoVG2qtjutM0BVJAYLBqvak83oQvAndoieWsh8hI5ASEhIyBHEVGGiBpLw+dVXP8off3Ujr7nsHXzrW/+OJEnc9PAgLXEdRZEp1mziEQXDFmhKMO1w484J3vWylbNSE3OlMSzXoysT5eRlrWwfLTNQMMjG9GldEAIYLhmctDQX7v6fQUJHICQkJOQIYebAIQDXsfnG/7ma+27/Fa+5/O956f/3bizXx3I8HurN052NocoynakInhAokgRIWK7HRMXi9JWtc+bsZ7YnSsB/3rMbXZU5qjNFvhaoGCYjgSSz5XpBF4KqhMWAzzBh10BISEjIEcLMin7bNPm3D72L+27/FW/+u3/hr9/5AUDCdDwKhoOQQJXl+jkyuqKgyDKKLBHXVSRJomA4c96nUNcHiGoK2bhOJq43pY1jmsKpK1rozsSYrFpsHy2xqa+ARFBLsHHnOMU5rhtyeAgjAiEhISFHCFOFiWyjypeuuZInHrqPy6/9FOe99i3ThIkkQBLBwKGGM+D5fjMqIAiqz7JTogFFw+GubaNs3ltElSVURZ7W1TCzdmBle5LhokFEVVjXE+Mlq9rQVfmABymFHByhIxASEhJyhNAQJnpw217+67p3sfvJzbz7o//GSy96LTBdmCiqKZy0LMcjfQXaUpGmCmADTwjOWN1GJh7ME+j//9l77zC7rvJu+167nF6mj2bUZckVF2xjcMBgsGwM2NRQg3mBACFAwkfCS0lCXiCBEBIIIZRAaDHgQMCAbcBNxsYGhHHBcpMlq400o+kzp+++1/fHnnM8M5oqzUhjvO7rMnhO2+tsybOe9ZTfb7zGZ2/eRV/BJhXTEQJW5RI8cLAwZVOf3DuwZ6hM2Q44rSvHprYMyVgUqHTmEgyULLbvHWlMIiiWD1UaUCgUikUyOfX9ZOOkTMCX/++bOLD7Yf7iH7/Esy9/BbYXcGC0gqlpU+rzb7xwPYYh2NFbYLzqEDd1YoaG7QV4vsQQgoNjNYZKNp+9eReHCzar8gmaUjGyCZPBksP+0SqFmtNwDKz3DrztORtZ05zi8qet4ozufCMIqLNYIyXF0aMyAgqFQrFAZpu/Px6CQkvBoUOHuOKFWxkf6OXjX7gaufos7np8iJGyS3s2xprmFNv3jjS+z9rmFC9+2iquvb+X0YqL47sIYHVTkrZMgh19RT71850EoWTvcJktnTk0IRolhHRcp+oElCyfRw6XuPiUjkZ5QjL3GORijZQUR48KBBQKhWIBzDZ/P72efaLFhmZjz549bN26lfHxcW6++WbOPO+ZXP2bA6xrSfOMDa0kTP2I7xM3NAZKDq94+locP8ByA4SAh/qKVByfzlyCkuXh+iFuINk3UiUT06k4PlEHgSSbNPHGg8a9mezHAEtrpKQ4OlQgoFAoFAtgpvl7XRONevZtOwdJxfQVmS14+OGHufTSS/E8j1/84hecd9553PRwP34oWd+abrxu8vfZvneEZ21qbTyeihmkYgaPHC7i+ZLcxHcKpETTIKZrjJQdyoZGWzaORmRMVLZ8Rv2AjW3pKZv6chopKRaH6hFQKBSKeajP37dl4jM+n4mb/PDeXh7qLdKRTdCVT9KRTbCzv8w1dx88oaNw9957L8973vMQQnDnnXdy3nnnzft96vX5+jm9bnLkBSGHCxaZRHSGDCcmCExdQwJIiR/KKO8PaAgShobjh5iGdsSmfqKNnBQRKhBQKBSKeZg+fz+dntEqXhjSnH5CKa9+urY8v9Eod7y56667eMELXkAul+NXv/oVp59+OjD/96nX5yU0Zv8hCgRAoInofRXHY21LilW5JK4fYpoafhg2NvUQScF2owyBEEc0/tWnCE7vyjFUtjlcsBgq25zelVOjg8cRVRpQKBSKeZirnu0FIb3jNVIxA1M/8mxVP11PbpQ7Htx888284hWvYP369Wzbto3Vq1c3nltMfX7y7H9TMgZI/DCk5vqYus6m9gyW62MeEMQNg6r0cYMQNwhw/Sg4uvT0VVhuMGPj33QFwpXWW/FUQGUEFAqFYh7q9ez6yXgyXhBScwLWNCdnDAQmd78fL370ox9x5ZVXcsopp3DnnXdOCQJg7u8DU+vzk0/t4zWXhKkxWLLpyie5YGMLSVMnmzDpbkoSNzRaM3G68gk6cwmetamNK89aTS5hztv4V1cgVEHA8UdlBBQKhWIBzOSoF4SSsaqLoWtTmu4mc7y737/97W/zlre8hQsuuICf//znNDU1zfi62b7PcMU+oj4/+dQ+VLa57veHsbwAPwjxtKhUkEuaSAnP3dKOrkd9A6au4QUhh8arnLk6rzb5FYoKBBQKhWIBzOSoJwSctSbP5o40PaMWmfiRv1KPZ/f7l770Jd797ndzySWXcN1115FOzxycwOzfZ65JhyhDEGN1c4Jtjw4yXHaRQEc2zh9taWO45FD1fNrjCVw/5LH+AnuGI6EiKcHUtRUxRaGYipBSnug1HFfOP/98ee+9957oZSgUiicx07UC6hoDlufPeLo+Ho1vn/70p/ngBz/IS1/6Ur7//e+TSBw5kjcbC9U+mKyl0JaJE0qJ7QWULI9MwuSKs7t4pK/I/T3jPNRXwg9DNndk2NyRjcYLKw4JU1eNgCeGmTtDURkBhUKhWDTTN8yFnK6XS2hISslHPvIRPvGJT/CGN7yBb33rW5jm4jbZha5pupaCTlQCyCZMBkoWj/QVufxpXdF0gYDVTakpfRPH6iGwUsWanuyoQEChUCiWgNm634uWx00P9y+L0FAYhrzvfe/j85//PO94xzv40pe+hK4vzwZZ1x7oyM6caahPR1y4qZXdgxXWNqcJpZyYLtAaAcHRTFE82aWdVzoqEFAoFIolZPJpdaGyxEdDEAS8/e1v55vf/CZ//dd/zb/8y78gxKzZ33mZ77S9UO2BguXh+CGPDZQ4XLAaz3c3JdnUniFp6ovyEFjOe6iIUIGAQqFQLBPzyRIfbYrcdV3e+MY38oMf/ICPfexjfOQjHznqIGChp+2Fag9oAh7uLRIzNXIJE00IQinpL9qMVFzOW9+8qCmK5bqHiidQOgIKhUKxDCxUxnex+gKWZfHyl7+cH/zgB3zmM5/h7//+748pCLjm7oPs7C/PK428UO2BRw6XaE6baJMUCDUhyCVMvCDggUPjC56iWK57qJiKCgQUCoViGVhoKn0xm1i5XOZFL3oRN910E1/96lf5q7/6q2Na4+TT9kKkkefzBjh3fTOPHC5x9tpmTENQsjzCicm0UErCEMarHueua17Q+ua7h6GUWG5A0XKP6vsrIlRpQKFQKJaBpbbZHRsb40UvehH33Xcf3/3ud3n9619/TOtbaPPf5Ka++aYj6uPombjBBRta2TdS4XDBQhLNrq1uTpIydWLGws6gs91Dyw3YN1Khd9yi6vp869cHOHttk2oePEpUIKBQKBTLwFLa7A4MDHDZZZexa9cufvSjH/HSl750QWuYqwFwMRmL6aOSs3kD1D8zCCXJmM4Z3XlO7sziBSGmrqEJwVDZXnDwM9M9tNyA3x0YxfMlQkhO6czS3ZRSzYPHgAoEFAqFYplYjIzvbBw8eJCtW7fS19fHz372M7Zu3TrvexbSAHisGYuZgouZNu7Jo4MDJWvRKovT7+G+kQquFyI0iOsGm9ozqnnwGFE9AgqFQrFMHKvN7uOPP85FF13E0NAQt95664KDgGvuPshDfUWycYO2THzGBsDFGA8thvn6CBYS/Exm8j08XKixa6BMiJxielRHNQ8eHSojoFAoFMvI0drsPvTQQ1x66aUEQcDtt9/O05/+9AVd77adgzzUV8Byn9gM6zP8RcudcmJeiozFTN93sR4GC/nMy5/WxTlrm/BDyZrm1LxOj0p5cOGs6EBACHE58O+ADnxNSvmpGV7zGuCjgAR2SCnfcFwXqVAoFAtgMbK499xzD5dffjmJRILbb7+d0047bUHvGyrb/PDe3jln+Cc3AC7Hpg1HH/zMR92mWJtlXPJ4Oz3+obBiAwEhhA58EbgU6AXuEUJcL6V8dNJrtgAfBp4tpRwXQnScmNUqFArF0vDLX/6SK664gvb2dm677TY2bty44PfetXsYP5R0JGONx+oz/CXbpWe0SnMqNuXEvFybNiwu+Fno5y1VA6biCVZyj8AFwB4p5T4ppQt8D3jZtNe8HfiilHIcQEo5dJzXqFAoFEvGjTfeyOWXX87atWu56667FhUE2F7AnqEKyZjemN2fTCZu0jteIwjDGTfKhKk3TtwrDdsLKNRcbC9Y8h4ExQrOCACrgUOTfu4FnjntNScDCCF+TVQ++KiU8qbjszyFQqFYOn74wx/yhje8gac97WncfPPNtLe3L+r9thdg6BprmpP0F2xy09L6mhDUnIDNHZkVudnPxGzTD3W746UsZzyVWcmBwEIwgC3AxcAa4E4hxJlSysLkFwkh3gG8A2DdunXHeYkKhUIxN9/61rf40z/9Uy688EJ+9rOfkc/nF/0Z9c19fWuakYpDyfLIJIxGn0DJ8jB0jYu2LC7AOFEsxGxoOcoZT0VWcmmgD1g76ec1E49Nphe4XkrpSSn3A7uJAoMpSCm/KqU8X0p5/mKjbIVCoVhOvvCFL/CWt7yFSy65hJtvvvmoggB4on5edXwu2NBKV1OCsu1RsFzKtkcqrvHq81fTMUNtfTFMTtMvJwuRP66XM4DjsqY/VFZyRuAeYIsQYiNRAPA6YPpEwE+A1wPfFEK0EZUK9h3PRSoUCsXR8k//9E/8zd/8DS9/+cv53ve+Rzw+s7nOQqmPAxZtl1NX5Ti5M4vtRVr82USMS05bddSfvVCXwqVgofLH565v5v6e8eOypj9kVmwgIKX0hRDvAW4mqv9/Q0r5iBDi48C9UsrrJ567TAjxKBAA/1dKOXriVq1QKBTzI6Xkb/7mb/jUpz7Fn/zJn/DNb34T0zz2jWu2ccCz1hybDn89TV+xPXJJszHCt1yyvguRP7a9gO9sP4gQzFo6UMHAwhByhu7SP2TOP/98ee+9957oZSgUiqcoYRjyl3/5l3zxi1/kz/7sz/jSl76EG8glr3XP5TOwWH50/yFu2zlEzQ2I7INkJFLUlqFou5zelVtSWV/bC/ji7XsaG/x0glCyfe8IG9vSrG5OHfH8QMla8jX9ATCrV/WKzQgoFArFHxq+7/Onf/qnXH311fz1X/81f/fxT3LLo4PLktpeqqBiqGTzg3v7SBga2eQkkaKCzUjF4bz1LUe4FB4r8+kF9BctQLIqn5zx/TM5JypmZyU3CyoUCsUfDI7j8NrXvparr76aj3/84/zdxz/J//zuEDv7y3RkE3TlkzN6Apxo7np8GD8MyadiDUU/TQhySRPPl/SMVhuyvkvJXHoBpi5Y05xakHOiYn5UIKBQKBTLTK1W4+Uvfzk/+tGP+Ld/+zc+8pGP8Nt9o/N2xZ9o6iJFqdlEihIGvePWrCJFx8Jchk1/8sz1xE29ESBMR0kNLw5VGlAoFIplpFQqccUVV/CrX/2K//qv/+Jtb3vbgrviT3Rq+wmRohT9RZtcYgaRItdfNpGiueSPldTw0qEyAgqFQrFMjI6Ocskll7B9+3auueYa3va2twEL64pfCant+ka6oTWNqWuUbLeRGQilpGA5mJrGRScvrz7LTPLHSmp46VAZAYVCoVgG+vv7ufTSS9mzZw8/+tGPuPLKKxvP1Te0IJSzdsWvhNT25Ka9Cza2sG+4wuGChSRqQU/FDF56duesmY3lZLmcE5+KqEBAoVAolpienh62bt1Kf38/P//5z3nBC14w5fknk4teQ6TImi5S5JFNmFxyWucJW9tyOic+lVCBgEKhUCwhu3fv5pJLLqFSqbBt2zae9axnzfi6+gY7ULJozzwhiDNcsVdUant2kaL8ijl5qwDg2FCCQgqFQrFEPPjgg1x66aVIKbnllls455xz5nz9ZNne45naPlqxoaUUKVIcd5SgkEKhUCwnd999N5dffjmZTIZt27ZxyimnzPue453aPla/ABUA/GGyqKkBIUSLEOIfhBC/FkI8LoS4cOLxViHE3wshTl2eZSoUCsXK5Y477mDr1q20trZy1113LSgImMxMXfFLTd0vYLqA0UN9Rb7xq30Mlexlu7ZiZbPgjIAQYh3wK6AT2AVsApIAUspRIcTrgTbgL5dhnQqFQrHisL2A6264gTf/yes56aSTuPXWW+nqWpn69pNtfQEsL2hMAVRsn8cHy7z0nNUrpu6vOH4spjTwz0ACOAcYBoamPX8dcCUKhULxB049xX7N9/6X737q/XRvOoWPfPl7pJpWRoPf9Fr+dAEjywv43f4xvCAkmzDJJkyKlsdDvcU5nfuWskdA9RusHBYTCFwKfE5KuVMI0TrD8/uBtUuzLIVCoViZ1FPsd/70f/n+v/0dJ595Hu/7l69z2I5xzd0HT6j97Ww9AKd354AnBIz2DVfwgnCKUqAQ0JyOUbKjz5js3HesvQULWaPKRJw4FhMIpDkyCzCZ7DGuRaFQKFY82/eOcOsPvsWPv/SPnPnM5/K+f/4q8USSLJH97fRN9HhRD1BsL2jY9wahZGd/mccHKzheQBBKQik5XLDITgoCQikRgKlrR8gbz/W5c2UPFrvGxX6WYulYTLPgLmDmgdiIFwEPH9tyFAqFYuViuT7//q+f5sdf+kfOf94L+et/+RrxxBNWuPVN9ERIA0/uAZhuYuSFIUIIRioOXhACNJwEASq2T3dTElPXjpA3nutzF2uOtJSfpVg6FhMIfAV4oxDirUC9oCOFEFkhxL8BFwNfWuL1KRQKxYpASsmHP/xhbvrvz/GcF72Sv/zElzBj8SmvOVEeAfUegHzSpOb6jc2+TnsmQSglhiYYq0Z+AfV/SpaHaQg2tWWAqfLG9c9ty8RnuuyiAp+l/CzF0rLg0oCU8stCiDOArwG1iYd/COSJAorPSym/s/RLVCgUihNLGIa85z3v4ctf/jIXXvF63vahT6AbRza4nSiPgKGyw96hCtakTbS7Kcmm9gxJU0fXBHFD52VPX82jh4scGKnSX7TIxI3odW0ZkrFozZPljQs1F1iYOdJ833kxRkuqefD4sihBISnle4QQ3wVeC2whCgD2AN+TUv56GdanUCgUJxTf93nrW9/Kt7/9bT7wgQ9w8Rvfy2MDFTpzR25WJ8IjoGh5XPf7PkYqLh25OIamEUpJf9FmpOJywcYWYrqGENCRjbPuaV2cu76Z72w/iB8GdOVTs8obL8Ycab4pgCeL0dJTkUUrC0optwPbl2EtCoVCsaJwHIc3vOEN/OhHP+ITn/gEH/7whynZPgdGrRXjEbB97wh+KNnSmaG/YJNLamhCkEuYlGyXfcMVWjOxKQFKRzbBn160cV5544WYI21sS3HHrqF5pwCeTEZLTzWUxLBCoVDMQK1W45WvfCU333wz//7v/85f/mWklbaS7G8n6wPkEiYjFYeS5ZFJGEgJhqbxWH80ATA9QFmovPFc5kgCQc+YBZIFTQE8WYyWnmosKhAQQrwNeCuRqmAzR5oYSCnlzJ0gCoVC8SShWCxyxRVX8Jvf/Iavf/3rvPWtb53y/Eqxv51cd0/GdC7Y0MpjAyV29hcp2z4gMHRBc3r24GS+tc8V+NTcgJ7R2pQTfn0KYKZRypk+KwhDNndkuGhLuxodPEEs2H1QCPGvwPuAw8C9QGGm10kp37JUi1sOlPugQqGYi5GRES6//HJ27NjBd7/7XV7zmteckHUsRHnP9gK+ePuexmnccgN+d2AU2wtIxnR0oVFxPJ62Ok8mbh7znP7kNQFTrj2dIJQMlW3e/fzNM65/qGxz1+5h9gxVMPRogE0JCy0rS+I++FbgRuBlUko136FQKP7g6O/vZ+vWrezbt4/rrruOF7/4xcd9DYtR3pted983UsHzJc2pKDFbsl3WNKdY3ZRaErGjyUHJsUwUFC2Pa+/rw/YCuptSSljoBLMYHQEB3KCCAIVC8YfIgQMHuOiiizh48CA33njjCQsCZnII3Nlf5pq7D1K0vCPec+FJbSRMnd7xKr3jFpmEQSgl4zUHpGBdSwpY+jn9yVMAMzHXFIASFlpZLCYQuBl4xnItRKFQKE4Uu3bt4qKLLmJsbIxt27Zx8cUXn5B1HM0GWa+7n9Seoer6jFUd9g2XGa24eGHIb/aMcP/BMWquv6RiR/VsxEjFmfH52aYAlLDQymMxgcBfAs8QQvw/IcTq5VqQQqFQHE927NjBRRddhOu63HHHHTzzmc88IeuYvEF6QXiEQuBcG2Q+afKSs7o5a3UeQxe0ZROsbUnh+CGHizb3HBjne787yK6BEu401cFjoZ6NGChZjcxAEEoGStasUwCLERZSHB8Woyw4JIT4NpEd8d8LIUJgek5ITQ0oFIonDdu3b+fFL34x2WyWbdu2cfLJJ5+wtdhegOOHPDZQ4nDBajw+WSFwLuW9hKlj6hqWE9KWjbN/pEogJcmYThqD8ZrDaNXh2vv6jqjBH60l8NGMUiphoZXHggMBIcTHgb9lnqkBhUKheDLwi1/8gpe+9KV0dXWxbds21q9ff0LX4wYhD/cWiZkauYSJJsQUhcDz1jfPuEHWN3FB5IeQS5ocHKvihyEp00BKieUHpGIGqZhB2XYbTYPzNSYuJEBY7CilEhZaeSxmauDPUFMDCoXiD4AbbriBV7/61WzZsoVbbrmFrq7jbxs8nft7xmlOm1hu2HAGnKwQ+MChcV56dndDzneo7LDj0DiPHi7hhxI/CBksOTxtdY7+Yg0k1LxIS6ApadKWiVPzfPLJGI8cLnHuumauvb9vRkvgnQNl1rckeXywgh9GZkVnr22ac7RvMdkEJSy0slhMIJBATQ0oFIonOd/73ve46qqrePrTn86NN95Ia2vriV5Soz/g7LXN3Ncz1lAHrGcFwhDGqx5bOjLc9HA/9/WMs+NQkbGqQ8zQaEnHEEB/0aZkezSn4zQlY430u65FnyO8aMMu2z53PT7caEyso2uCXNLk5kcGuGt3QHZSZqJnrMbOgTJvffbGYx7tW0nqjIrFBQK3EE0NfGWZ1qJQKBTLyte+9jXe8Y53cNFFF3HDDTeQy+VO9JKAJxrjMnGDCza0sm+kwuGChSSa217dnEQXcP2Ow0BkJTxSdTA0gR9Kxqou61vTJGoe+4er5JImzakYMeOJfvCK7dPdlEQTgiAM2TNUobspdcRaHusvMVy2CSV05VOYemRiVHF87tk/xvqWFK88d80xf+d6SeHCTa0ULI+mpEk+FTvmz1UsnsUEAu8BbhJCfAz4qpSyb5nWpFAoFEvO5z73Od73vvdx+eWXc+2115JKHbkJnigmN9AlYzpndOc5uTOLF4SYemQitH3vMNmkSUc2zm07BzE0QcqMfoVbXsBoxWVdS5qq6zNedRmrOuQSMYQAyw0wDcGmtgzDFZvNHRkOjNYazXpeEOIFIQLY2V/CnFD6qwvP1ksUoQzZ9uggLz6z65hr+IsRTlIsL4sJBHon/v8s4O/U1IBCoXgyIKXkH//xH/n7v/97XvWqV/Hd736XeHxl/ZqaqYHO1LXGhtw7XgUEq3JJqo5H2fGnOvsZGgXLozOX4KT2DDsOFdgzVEEIgakL1remOae7haLtkjQNLtjYwmMDZYo1l96C1ZhScLyAwZJNezaOHx454pdLxDhcsCjUXJpSsaP2WagLJ83Un6CUBY8/iwkEvsuRG79CoVCsWKSUfOADH+Bf//VfedOb3sTXv/51DGPlmK5O7sqfq4HO0HTWtERSvNF4wNTPESJ60PYC+sYtDE3jled2M1h2GCza2F7A9r2jXHFWF8mYxv/e28uBkSo39g/QlDZZ25wibujUdA83CBks2axvTc843ueHIb/cNURvwW48ttiT/GThpDpzmRUplpfF6Ai8eRnXoVAoFEtKGIa8613v4itf+Qrvfve7+fznP4+mLUZDbfmYnBb3wxA/kJy1Js8VZ3fxSF9xSgPdyZ0ZTu3K8aP7eqPSgWmQTeg4bkAyFv0Kj8zjBOM1l5rr05ox6cglWd2cbqT9B4oW9x4YY11rmo5sgoGiTcwQlG2fAyNVNrVnMHWNmC7wgpnPfKMVB8sNODhusSqXPKqT/GTr5JmoCyddfEqHGiE8TqyM/yoUCoViCfE8jze96U185Stf4UMf+hD/8R//saKCgGvuPsjvDxYYqTg81l9m92CZq7f38Nmbd3HG6jzvfv5mXvOMNZzcmWH3YIXrHzhMz2iN3+4bwQ8kp3Xl8KXE8gJCJLYfkonrDJcdNE1wWleuUVYwdY1UzKBkeRwYrZGd8CIYqTicsipHZzZBzfM5MFql5gZs6ciSS5qMVhy8IGpiDKWkZHmMVBzWt0YmRkfrEaCUBVces2YEhBDPBZBS3jn55/mov16hUChOBI7j8NrXvpbrrruOT37yk3z4wx8+0Uuawva9IxRqLgdGa3hB2BjRyyclfQWbz968i7964Sn87MGBKTX0bMLkjl1D3PbYIM/a1Mpo1WOwVKNYc9E0QV4zMA1Y15Lh1K5843qWF/D4YIm7948jpeSOXUOsyiXwAkk+qdPdlKQ9G6douTx7cxtCCH69Z4Se0SrjNY+YESAlJExBPhnjGRtmHrdc6EleKQuuPOYqDdwBSCFEUkrp1n+e4/X1ypX601MoFCeEarXKK17xCm699Vb+4z/+g/e85z0neklTqKfFS7aHF4TkEk+k0TUhWJVP0Fuw+O9f7ycdN6fU0DNxg0tO6+S+njEe6y9yUnuahKERhJKOXJyEqXFwzOKMrjzGxAZreQG/2z9GzfUwdYGm6eSTMYYrDocLUXYgbkTSxMZEBiFp6jxrUysJQ2N1cwIpo4bDzR0Zdg1WSMdn3jbmsh2ejFIWXHnMFQg8H2AiCGj8rFAoFCuRYrHIS17yErZv3843v/lN3vzmN5/oJR2B7QX4YchA0SabOLKWrglBQte5r2ecK88+0tstaepcuKmNw4Uab372BvLJaO5+qGyz41CBvnGLu/YMk4kbdDclcf2oP6ApGePgaI32VAxT12hOxRmruhwaq7G5IxuJDUGjnFBxPF56TvcU2WCAA7fvWZKTvFIWXFnMGghIKX85188KhUKxUhgeHubyyy/noYce4nvf+x6vfvWrT/SSZiRh6viBJJSyISM8mVBKpJCICTW/mYiUAjXiRjS2V7S8RhnhnHUt3NczhuOFHBqr0TtusaUzQ9UJaE7HSMae2KTXNKfYNVBmvOoiNMnqphSaEFOcA6ePBi7VSV4pC64sFmM69AvgE1LK22Z5/vnAR6SUL1iqxSkUCsV89PX1cemll7J//35+8pOf8OIXv/hEL2lWEqbOWWvyPHCoQD55ZDBQsX2680n2j1SPeK7e/a8JMeXkPX0Ur65M2DNaxfJ8+sYtzl7bxHkbmnmwt0jJdsnETeKGTlc+gWlAzZGkYjpDZXvOzXgpT/KLNStSLB+LGai9GPjaHM93AM87ptUoFArFIti3bx9bt25leHiYm266iec9b+X/CnruyR38YucQfQWbVflEQ8u/YvuYhqA5bdKcbqZoeSRMHcsL2DdcaYj+VGyfc9c34/ghwBGjeHVlwo1taUIJuoCTO7OYusYFG1sanxVIieuHvO6CtTxzUysxXZt3M16Ok7wKAE48i1XWmKtZ8CSgcgxrUSgUigWzc+dOtm7dimVZ3HbbbVxwwQUnekkLIp80+asXnsJnb95Fb8EiZRpoGqzKJcglDZpSca44u4uf7uinZ7TKvpEqQShJxw1qTkBTKjIYuubug7zkrEh0Z6aafSpmsLEtze7BckOqOGk+IV/cV6hx5ur8lF4E2wso1NwltR1WrHzmDASEEFcBV0166MNCiLfM8NIm4OnArUu3NIVCoZiZ3//+91x22WXous4vf/lLzjzzzBO9pEWxtjnFR1/2NO7cPcSDvUV0ITANbcrJ+g3PXMeXbt9DseaRiutUncg0aFNbhmRMZ6BksePQODDzKJ4XhHRk4+wZKjNWdYkbeiOVP1p1aE7Fee7JHcDR6f4vVQAwWV1RBRQnhvkyAi3Alol/l8AqIDvtNRKoEkkQ/92Srk6hUCim8etf/5qXvOQl5HI5brvtNrZs2TL/m1Yg+aTJlWev5tLTV828EcqoqXDraR1okzZ5Q4/+vT2TYPdghZM7M+wZqjZ6BCaXEiq2T1PKwPEDdg+WSMeMRsBx7vpmpJQMlWyuvb/vuOv+K9OhlYOQs3SmHvHCyGTojVLKa5Z3ScvL+eefL++9994TvQyFQnEUbNu2jZe97GWsXr2abdu2sW7duhO9pCWnvkHe1zPO7w8VSBha5CUgJYauA7KRGRivubzmGWv42YMDWJ5PJm5yX884jh+ABE2DplSM3jELTcDJq7Kc0Z3F1HX2j1QB2DtUBiE4b30LyWkn8oGSxelduSm6/8d6gre9gKGyw3W/78MPJW2ZeCP4GKk4JExdmQ4tDzNLObI4r4GVoc+pUCieklx33XW85jWv4ZRTTuGWW25h1apVy3KdE5mqrssPV2yPpmSMmCYYKjtYXkDK1NnckUXXBP0Fm6GSw8a2FB3ZRKOB78e/72OoZJNLmnRkE4xWXQpVj1X5BBXHo2r7XP9APxJ4/ikdxAyNB3uLCAG/2z/GBRunBgOT1QIdPzymE/zkDMDeoQojFZctnRlyCZNkTFemQyeQlWPDpVAoFLNwzTXX8KY3vYnzzjuPG2+8kZaWliW/xkpIVd+2c4CH+wrU3AAvkOwarFBzfdJxg6rjE0g4pTPyAjhcqCFEmoSp40wIB42UHVIxAylhoBS5AzYlTfwwJGka7Bos0TpxAj8wWmVjW3pC3tikZLvsG65wRvcT8sR1tcChssPPHuxfdPmgHlS5Qci190Xlh+ZUDMsL6MjF6S/YjFQcLtjQ2tA4UKZDxx8VCCgUihXNV7/6Vd75znfyvOc9j+uvv55sdnqb0rFTP4kfa538WLIJQyWbH9zbR8LQSMR0+otVgjBEALYbkEkYjFcc9mqC9myMfCpGKCVDZZtr7+tjvOaQSRg0p+J4QciDvQVCKUmaOrqmEcqQ8ZpHZz5BOmZyuGCxsS0NRL0ImXj0WH3UEJ5QC9xxaHxRtsHTg6q9QxWEgHPXtTSEkgxNI5fUKFke+0aeCEAWKlWsWDpUul+hUKxYPvOZz/Bnf/ZnXH755fz85z9fliAAporyHI2rXtHyuOnhfr54+x6+/qv9fPH2Pdz0cD9Fy1vwGu56fBg/DMmnYoxWXfxAEjN0mtNxdF1guQESQc3xAcGzNrUSN3Tu2j2M7QUNZcBQShwvxPICbDfEC6NgwNA1XD/k8LhNEMrGLHh3U5Ki5eKHIUEo8YKwsabhit1wQGzLxGdcd/0EX6y5FGouQ2Wba+4+yM7+Mh3ZBG2ZOFXXp+YE/O7AKH4YXbkeEGQSBocLVuO6ynTo+KMyAgqFYsUhpeRjH/sYH/vYx3j1q1/Nd77zHWKx2LJcq24ENFmUZzLzpaqXIptgewF7hiqkYjpeEFKsuSRjOiXbQwCZmIEbhmTjBqd05rD9AAEEYcieoQrdE7bA3U1J+os2pZpHKCFhathuQJiQ+GFIJm4QyJChkk0mYRCEkajQobFaFBxI6G5KsK4lTcFyycZNzl7bxO7Byqy2wa4fsmeozBdu30PC1Kec/nVN4LjBRPkhRsnyODRWa6wzN+G8KKGhdaBMh44/KiOgUChWFFJK3v/+9/Oxj32Mt7zlLfzP//zPsgQBdfGcQi3yVZtto5ucqp6JY80m1Ndi6BprmlOUbA8Q6EI0AgMhouCiKRUjbupIoo7+zR0ZDF1rXHdTewZNCIarNpm43jj51zwfU9NZlU8AUQNic8rk3gNjE5+TJZswScYN7jkwznfv7mH/cJWy7bHjUAHHCwjCIyfMLDfgt/tGGam4dOWTR5z+LTdolBlCKckkDA6N1WjPxNGEoGRHmQgBR/gcKI4fymtAoVCsGIIg4J3vfCdf+9rX+Iu/+As+97nPoWlLe16ZXr/2g5Ce0Rq5hDmjxe5cqepjzSbUqT+3oTXNUMnG9gNihkYmbmJ7AVXXQxMaHdkEfhhStX2ycZOLtrRzYLQH2wsIpcTUNc5Z28RA0Yre5wR4QciapgSt2QQCSaEWWSD3jNYYqbrEdYHjh+SSBm3pWKRZIKEjl2BtS5o9Q1UGijauH7KxPdPY2AH2jVQYrzlsaEuja6LhhVA//ddr/91NSQ6O1XC8kMGSRShBEOkT943XWJVPMF5zlY7ACUJ5DSgUihWB53m86U1v4nvf+x5/+7d/yz/8wz9E8/NLyGxp/INjNW7fNcQlp3UeMUs/V6q6niVYSDZhvkCg7uz3rJPasP2Qg2M14oZGJh6JAGVMHdsPqFYjr4E3/dEGIErN3/TwwEQQI+nIJmhKmeSTKYZKNmXbZ7TqMlqNMh/t2TgjZUlfwSITN0BotGdj1Fyf/pLNaaty6JrgcMFiXXOKkYrDwfEaj/aXeOhwkZM7smzuyOL4AXfvGyUIJcmYwWhliM5c1KhYP/3Xmw+7m5L8bv8Yrh9M2CCbSKIGyUzc5D0v2MxJ7VlVDjhBKK8BhUJxwrFtm9e85jXccMMNfOpTn+KDH/zgslxnulMfRJv1uetauO2xQe7rGePCTW0LdtWrb1wzSfzWH19o41vd2a9ouVy0pZ179o9S83x0NJJxnTO6coxUHZqTMd560SYg8hsAyKdMgjAkFTMYLjuULZ+y7VFzQ1blE+QSZsMgaNdgCUMXbGrK0JSKRd9VhuwecNEFDFccuvNJvCDkV3tHKNRcLDfA8UNqjs89B0bZNRAZDiHg1K4ccUOfmGBwqdg+Qgha0/FG7f9wwWqc+pGSsuMjgC2dWTJxg0NjFmd0Ny3qz1KxdCivAYVCcUKpVCq8/OUv57bbbuOLX/wi73rXu5blOnOl8ZMxnYtP6eCBg2McLtTQNW1BrnqTT/KTg4s6i2l8m+7st6EtTd+4hRuEBGHIXY+P0J6NkTB0tu8doeZGo4rrW9N05BINWWEJ6BqUnIBcwqQ5FWtMExQtlzCUdGYTlGyPfMpksOwwVnEYq3oYuqDq+DQlzUjIyPVJmAapuIGmBaxvzWD7Ab3jNdY2JcmlTCSSIAzRNY1cwsQLAsqWh66BlFFw1DtuoWuwuinFueua0DWBqWuYukYQSqUbcIJRXgMKheKEUSgUePGLX8zdd9/N1VdfzVVXXTX/m46S+dL4mbjBpvYsV124jrihL1gLoH6SHyhZtGcSC84mzMR0Zz83CPn+7w5RcXw6cwkSZtQA+FBvkd8fLPD8UyPToMmugl4QEoaSGx/uZ3N7huGKw8ThnfZMnCCUtKTjjA+UeKy/RMzQScYMDNvH1AVVN+D3PWNYXkjM0HD9aLLA1MXEPwa2E005ZJMmNScgbmrkUzHaM3GaU3GQkDB0NAEDRZuq63NKZ5ZN7ZkjSi9KN+DEM2cgIKX8d+DfoeE18P892b0GFArFymBoaIgXvvCFPPLII/zgBz/gla985bJeb6Fp/HwytqgNafpJvp6CP5bGt3oQctPD/fihZH1ruvGcrgma0zEcP2DXYIkzVzc1Gvjqp+ya66NrWuQtoOcbo3kAo7uGog8SUFcM0IBUTKdsezheQKhrkRhRzJhI5XukYgZBCF4YYE0oGZ7UmWGo5OAHkkLVpWJ7rG9NY3sh567P8ifPXI9E8q1fH2iMOM5231UQcOJY0V4DQojLiQIRHfialPJTs7zuVcAPgWdIKZWjkEKxwunt7eXSSy+lp6eHG264gRe+8IXLfs2lSuPPpB44/SS/FD4Fs5UyLDc6jQ9XnOifksOallTjtO0FIY4XIKVEE0+k4OvUO/gtN+CUVVkKNZ+C5aFrojHu15lLcGishpSSQMpGhmSk4hDKEClDDE2QMHQ2tGYYqTgULI+qE3BwtMr61hR/8sz1dEzc57PXNjXuuxeEjcBE6QasDFasoJAQQge+CFwK9AL3CCGul1I+Ou11WeC9wN3Hf5UKhWKx7N27l61btzI6OsrNN9/MRRdddNyufSxp/IV4ESylUdFMpQzLjebzPT+aDhgu2yRjBv1Fm/6iTWs6xkjFoWL7SCm5r2eMc9e1NHT8vSCkK5/ksf4SpiFImAbdTSbt2TiFmoMXhLSmY1ScACEENc+nKRkjmzDRgPGaiwRihkYQRhkIXdPobko2Nvnhss2LzuxqBAH1+76zv8yv9gxRdcJGz0I6rrGxNcPp3TlVGjiBLCoQEEK8HXgbsImof2A6Ukq5VMHFBcAeKeW+iWt/D3gZ8Oi01/0D8M/A/12i6yoUimXi0UcfZevWrbiuyy9+8QvOP//8Bb1vqRwBjzaNv1ReBIthplLGvpEKni/JJU3ipsZY1cHyfFIxg12DZQYnApyWTIwzuvP8dt8otz02yLM2tTJYsukdt6i5PiGSmK4zXLKIxwwE0NWURAiNtky8IffrBSFxQ0cIEETf2fNDEqZBNm5QdSPrY00IhAA3CIgZOmevbT7yC4n6/8iJaYKAwaLHSNmNrjORsVE6AsefxQgK/RPwAeBBosbA8eVa1ASrgUOTfu4FnjltTecCa6WUPxNCqEBAoVjB3H///Vx22WWYpskvf/lLzjjjjHnfsxyOgEeTxp9t7HA5bXOnlzLqY3jZRPS9HT/gvPUtxAyNHYcKBH5IJQh5WneCkzuzJGM6l5zWyW/3jvDTBw+TT5rEdEHC1AmlRtm2OThu8fS1eU6aUBYcrYwQSonl+ZyzNs9o1WOobGG5ARD5EJiGYF1rmmdsaOFwwaJ3rEYgJbqIJI4zCYOO7FRfgu17R0DCcza34wUhZdtnx6FxEiaEoaTqBqxtSS9rYKWYncWc3t8K/ERK+arlWsxiEEJowGeBNy/gte8A3gGwbt265V2YQqE4gl/96le85CUvobm5mW3btrF58+Z537Pcp/CFZheWSj3waJhcykjHDCaO1ZRsF1PXObUrh6EJDo3VWNOcour6bOnMNEoBSVOnLRNnrOby7JNaefhwiTCMjH7SMYMHDo7z6z2jPNJfZnVTEiT0jVdpyyY5tStyA9w3XKFntErR8ljfmmJDaxo/BGOGxr+i7fGMjS1T7sP0+2fqGv1Fi0BCLmESStkQHlrOwEoxO4tpAEwDNy/XQmagD1g76ec1E4/VyQJPA+4QQhwAngVcL4Q4ItcopfyqlPJ8KeX57e3ty7hkhUIxnVtvvZXLLruMVatWcddddy0oCICl0fBfChajHrjU1EsZp3flKNRcyrZH0Yp0/S/Y2NJoDtQ1jZihYUzM53tBSM31qbk+AyWbTMykd9wiDCGXNAlCSe94jVzSJBHTCUPJWNWl6vrYXsiqfJxY3SMglFhegKkLwhD2jVT5fc84V//mADsOjZOKG7Sk4wghKNY8ekZrU1wXp9+/emYjMyHnPNl0CJ4IrJbjfipmZjEZgV8DZy/XQmbgHmCLEGIjUQDwOuAN9SellEWg0dkjhLgDeL+aGlAoVg4/+clPeO1rX8tpp53GLbfcQkdHx4LedyJP4dOZqVY/ufO9Xh+vv26p+hnqTC5l/OzBw+wbqbK6KdV4PpoIkJRsl/ZMgt2DZQ4XLEDgBQFjVZempMlwxSGfjMybhisOQUhU39cEG1pT1NyAi0/pYLhsA4KDY1Ue7isRTIwvDpcdBssOFduj5gaEoWSwHFKyfbrzCTa0ZdjSkaVou1NO9NPvX33D1ybko0MpEY3voXQFTgSLCQTeBWybaBj8upQynO8Nx4KU0hdCvIcoC6ED35BSPiKE+Dhwr5Ty+uW8vkKhODa++93v8n/+z//h/PPP58Ybb6S5eYYGsllYKg3/pWByrT6XMNk3UmlstKGMRHe2ntaB44fcsWtowf0MxZpLwfJoSprkU/O7KyZMna2nr+Kauw9OmXrQhCAZ0xgpu4wKFyRRl78QeIHGvqEqQkBzKnL8C8LI5jhu6oREm3Dc0HGDSEF+TXOaobLNxrYU2kTd/6HeIn3jNUxdJ5c0KdsBqZiOH0YmRklTJ1my0TXB6qYk9/WMc+GmVvKp2BG9DpPdCDUhqNg+3U3JxuNKV+D4s5hA4EYgCfwn8B9CiD5geu5GSilPWarFSSl/Dvx82mN/P8trL16q6yoUimPjK1/5Cn/+53/OxRdfzHXXXUc2O12QdG6WUsN/KaiPv9322CBxXSMR0xkpOwyWbEIJoxWHO3eNsKYlxZrm1Jz9DIfGa3xnew/394wjBQgJ565v5o0Xrmdtc2rOdcw29bD1tE5ue2yI4ZLDqnyyMZ5neQEduThCwFjVIZPQJxxjBBoCy/fJp2IIIRqn8vqpfWd/mXUtaUIpeWyghKFpJE0dX4ZoGhRqHqm4QdzQKNs+pq7xYG+B7XtHyCVNvnD7Hs5b38yFJ7UdMbbZ3ZSkr2ChITANwaa2TOM7Kl2B489iAoHDRCn6ncu0FoVC8QfAZz7zGd7//vfzkpe8hB/84Ackk8lFf8ZSavgvBfmkyfrWFI8PlSlZHj0DNUIp6cwl6MglODBaYfdgGX/Cvjep6TNOFRwar/F3P34I2w3pzCcwNA0/DHngYIHHBkr84yvOXFAwMH3qAWhkLAaKdkNSuLspyRndee7cNcThgkXF9ogZOmXbx4vrJEyD9kx8yqk8CCVBKDE0ga4JKpZH2fbJp6JARkPg+SGhBEMXCDRqjsf+kSqaEGiahj+hVzA5EJocwKRiOq4X0pQ2OGdtpHNwtLLMimNnMcqCFy/jOhQKxZMcKSUf/ehH+fjHP85rX/tavv3tb2OaR9/Vv5Qa/seK7QXsH6ly4aY2HjlcQAhB08QJP1Lyi0RybM9n33CFM7rzjfdO7mf4zvYebDekqylJEEYa/rom6GpK0jtW5Wt37uPDLz5tVsvjyb0Hk3sQCjWXhKmzsS3Dqaue6F/wQ8nv9o+RS8VodwMKlkvB8nH9gIqjcVK7QcnySMX1xql8uGJz1po8uwcrUeZl4vqiHl1Qt6GVCKJMghdIQhmSjsWoeR6gzRgITfdRuL9nnEcOlyhZ3jHLMiuOnhWrLKhQKJ48SCn5q7/6Kz73uc/x1re+la9+9avo+rGd1hcr/rPQJr2jaear9yyEUjJYcsjEDQbLDsWaSxDCWNUjbmqs1bTGKNz05rehks39PeO0ZGIcLlgULA+QBCEIJKGEWx4ZJGZojZR6PmkuWNEQopLJZEnh3YNFvCAkEzcangXRHH/AaMXh0FgNWgXPOqmVmKExULJImgbPPTlq6ny4r0R7Nk42oWP5ASnTIJRyojdBxw9DglCCgIRpYPk+hqbTlDIbwcj0xs7J932pZZkVR8dilQVbgPcBLwA6gDdJKbcLIVqBdwP/K6V8bOmXqVAoVipBEPDOd76Tr33ta7z3ve/ls5/9LJq2NNYkCxH/Wajo0LGIE9Wv6XgBfhCyv2jjB5JkTEcARSt6rq9QayjzTW9+s/0ALww5NFYjCCFpaARSMlJzcIOQmCEwdJ103Gik1K84u4uf7uifV0thplJKfUwvYeo81FfEcn0MXUMT0JQy6MzHGa+4mJrg4b4CmzuynNGd44zVebbvHeHB3iKP9JXwwpBM3KS/aIP0CYmyH23ZGBXHx3YD4qaOH4TkUzFa0zFsL1jwFIAKAE48i1EWXAf8CugEdhHJDCcBpJSjQojXE43z/eUyrFOhUKxAPM/jqquu4vvf/z4f+chH+NjHPoYQM3f6HwuzbRYLFR06VnGi+kZ774ExekZrVJxoUy3ZHqmYji4EpqkRhlGafrLJT72foSlpUqhF5j7ZeHStiuUhgVTMwAlCAi8gGzdIxgwGShbf2d5DwtQXpGg4vZRS1xJ4pK9AwfLJJgwKNReAoXJ0qk+aGqesypFLGrztORtBiMZ9WteSZlU+yZ7BMrsGSvhhiAggHdNpy0R2xfmkyaa2NF4oaU3HMXWNkuWpKYAnGYsJ2/8ZSADnEGUEpv/Xfh1wydIsS6FQrHRs2+aVr3wl3//+9/n0pz/Nxz/+8WUJAuZioaJDSyFOdMbqPLsGKpRtD12DmK5haoKS5eFLSSqm4/gBMiqgE4SSgZKFQFBzA7756wNYXsBI2Wl4BNRcv6HQFwQhCVPHmNhAm5Ix7u8ZnxKg1Dd3LwiPEN6ZLD40VLbZN1Lhkb4SRdtHFwLHD6nYPlU3iNL5EvwACpbHnqEqRds/4j4lTZ0z1zTxsqevYevpnTxnSytrmlOYho6c6HHoyCVY25yk6vqULE9NATwJWUxp4FLgc1LKnROlgOnsZ6oSoEKh+AOlUqnwspe9jNtvv50vf/nLvPOd7zzua1io6NCFm1qXRJzokb4imzpSjFQchsoONS/axHMJc6JmDomYjqZFI4JJU2dNc4J9IzX2DlVoTsVY15zksYEyA2UbY0JRL2nqSCLJ3s5cnLLtkjANvCBEAq4fUHN9esdrDJacxnq6m5LEDY3Bkk1nLkHC1BullHPXN/P3P34YQxckYiaOFxJMWArrEqQUjXJEJq4z5Prce2CU/SO1Ge+TqWusbkpxx2NDnLkmx3nrmwmBnpEqe4eryInGwbasqaYAnoQsJhBIA0NzPL+4QWGFQvGkZHx8nBe/+MXcc889XH311bzxjW88IetYqOhQYULu9ljEiepBx/qWDAdHLda2RAFB2fbwA8lo1cbxJc0pEz+UjFcc1qxp4pe7RhipuKTjUQPdUNmhLROn7PiUbY8gkIShxDQ00jGTntEa/3tvL7mEQcLQODRu84vHBhmpeARS0pGN05FNEErJA4fGKdSihsN03OTkzgxnr22mIxvn7n2jDJYdWtNxam6AK0I8L8DQdYIwRMoQQxPETZ1CzWVtcyQalIjps96nntEqXhjSnk2QikVbx5lrmji1K0dfocZJ7RnySVNNATwJWUwgsItIz/+rszz/IuDhY16RQqFYsQwNDXHZZZfx6KOP8r//+7+88pWvPGFrWajoUH3M71jEiepBR8LU6W5K0l+0WdeSpmx77OgtgBCYGtS8gJiuccujg9yxe5gNrSlWN6cB2DNUwfYCsskYa5pSeGHAYMlGhhASCfTkUib5pInthfQVapiaoGc0chzMJAxKtk/BKiNllCloSpqUrADLDbl73xj/c/chTunKcGjUImlq1FxBSyaGVgPLC6I6/8QtMA1B0XIJgsgW+MBojZZ0jJZUHE1E3yVl6iRjUXaid7xGKmZM6X+AKFuwtjlN77jFy85ZraYAnoQsJhD4CvDvQohfAT+deEwKIbLAx4GLgf+ztMtTKBQrhUOHDnHppZdy8OBBbrjhBl74whee0PUsVHQon4rN+7qTOzNTNvuZrgVR0LCpPcNIxaVkuxwcrUUCPEFk0ZuPmcTNyCXQ9gL2DFdZlU+hCXD9kGzCxHYDdC2S9dWFhkc09x9ISXMyUvmruT5yQrDo0LiF5ggShobtBoxUIjXDVMygKWlyz4ExNrSmWZVPULRchksOY9VIvjifNKi5Ia3peDTxEIIfhPhBSNnySZgCMxlnuOwS08FyNL756/1RqUMTIGFda4qz1zZRcwJOXpU9IhCAqVmVpglZYcWTh8UICn1ZCHEG8DWgNvHwD4E8UdPh56WU31n6JSoUihPN3r17ueSSSxgfH+eWW27hOc95znFfw0zz/wsVHZrtdb3jNYZKNrYbsHuwgh+EbO7IcNHJ7VNq5dODjgs2tvBYf5H7DowjkfiBJJswacsmGCk7mJrAiBuMVhwOFyy6mhKAIB3TAZ9s3GS85mJ5AS1pk5LlE+oS2w/QAoGUku6mJJYX0pyKxvQOjFbxQznhNihImBpDZQfbi075A0WbQs1lvx8FNFJKao5A1wWWF5CIGbh+QMI0ojUagvVtWUxNo+b5+CE8OljG80IyCYPOVIIQODRa5cBIlfZsnPWt6Rn/bNRkwJObRekISCnfI4T4LvBaYAtRALAH+J6U8tfLsD6FQnGCeeSRR7j00ktxXZdf/OIXnHfeecf1+vPN/y9EdGim1zl+wGDRpiUdoykVo69g0TtucV9PgWvv6+OPz1/DJad1Nj5jejCxrjVNNmFQdXySSZ32SYFDXbvf0DWGSvVAQCIFaJqgNR0Dos1zY1uaAyPR2eqk9mij3T9SJabreH7k7WZ50bhiOm5Qc31A4PohNTfA0AW7B8tkEyZJUwcRjfiNVFwGyjYd2ThlJ8DxAizXx5/YtNe3ZNA1MSECpGF7PmE40ecgo9KAEBAzDcIwJJc0qTp+wz54Mmoy4MmNkPVZl6cI559/vrz3XuVUrFAshPvuu48XvvCFxGIxbr31Vs4444zjev3J8/9tmXjjJD9ScUiY+pT5/8UoCw6Vba7+zQEeOFhE1wWDpagOv6Y5RdzQKVgOqZjBmaubplxjclBiewHXP9A30S0fx9C0CeVBOxoJFFBzfXIJk3WtKWw3ZKzmUrF9gjDEDUKkZMLFL0rBr29JE4QhuwfLxAwNx5c4vk9/waYtE0cIQclyAUFmQhdA1wQxQ2dNUxJEJGy0sS3D/pEKfeMW+aRJOq4TSqg6HkUrGifsyCcwNEE+FaMpaXDvgXESZtTtn0sYbGrPok/4DUgkfeM1nntyOxJmzL7Mp8WgOOHMOtu7GEGhALhKSnnNLM+/FrhGSqlCQoXiD4C77rqLl7zkJbS0tHDbbbdx0kknHfc1TJ5rrzOboM5Cm9McP+T7vzvE7buGEQJqToDtB7h+NBe/uSNLLhGjbHuUbW/KNaYrHXpBwC2PDEX1dIgsgU0dy4tUBFvTcVblE6xuSnJgNCpDuEFI0tSJGzq2FzBeizrsh0o23flIiCefijFYsmnPxDhc8IgZ2oR8sGjU44NQTtgKS3QRyR97E+p+CVMnFdNJxDR0XdAxcf9a0jkGihb9RYdswmBtcwpd06g6HhBZGnsyGlvUNSYMBsDQNHRN49LTO+kdtxYk+ax48rCY0sB8SiE6dS8KhULxpOaWW27h5S9/OevWrWPbtm2sWbNmyvNHo9e/WBaqEzDf/P90bts5wD09YwRB1LxXsnySho4fSkarLumixbqWNBIa43DTr1H/3n960Uncs3+ckbJDayaGLjRScZ2C7aIhaM3EWN+a5tRVOQo1j5ZMnKrtESJACBKmjq5pBGFIoeayb6TCSe0Z4hN+AW4QYhqC9kyCIAypOMGEfHPkDphPGoxW3KjUEQSYmk57Jk4QSsZqLhvbMiRNnbPW5BmpOPQXbAbLLl4Q0Ddu0ZlNkoyBaUSfGUqJH4SEwN7hSuP7ZuKRx8Da5hRPW90042TA8fg7oVgeFms6NONGL4RIAVuB0WNekUKhOKH8+Mc/5nWvex2nnXYat9xyCx0dHY3njkWvf7EsVCdgrvn/mT5z26ODJAyduBmlyyGq6Zu6QAYhA0WLrnwSQbThl21/1musbU7xL685m7//ycP0jtUwDQ0BnNSaJp0w8YNIcfBwoYaUkb9APB0nYeqEMjrRh1JStn3Gqg5jFZeUadGRi/NH7S3EdI37esZxvJCaG7KpPU1zKoauCcZqLiMlm1BGzn+5uMmqfBJdE4zXHHShRZoFtseugTKBhHwqRqcfMlZxGK44PDZQ4vTuHHFDpzkdY6BoT4gjRRoDGoIQSX/RZm1zkvrs4eTN/nj+nVAsD3MGAkKIjwAfmfhRAlcLIf57hpfW/wuZTWNAoVA8Cfj2t7/NW97yFi644AJ+9rOf0dzc3HjuWPX6F8tCdQIWc/osWi7DZZeupiS2HzJedac8b2oCyw8o1Bw2tGXQhJjzGkNlm52HS5y1Jk86ZrB/pIKmaYQIMnGD553SzoUntRE3BP95x14eGyiTT5loE2l4iMoJzakYhi5ImRqfetWZtGcTjc32hh193NczTu+4FU0M6NE6W9MxRso2zekYSTNqDrT9gJZUjNXNKZBRk6EQgkBCLhH92bRn4pQtj1zSIBXXODRWpTWdIB3X0TVIGBpJU0NDEMiQkuWTjhuc1p2dUiaJ7ufx/TuhWB7mywg8CHyXqCzwJuA3wL5pr5FAFbgPUOODCsUKZCFp2y9/+cu8613v4gUveAHXXXcdmUxmyvOLqdcvBQvVCVhMICAlyImYor4haoJIblfXQAj8ILLy3dSemfUaRcvjtp2D/PDeXvyJ2n3V9VnTnEKb0Og/Z10zB0dr9I338urzV08UV2VUdp8W14REdX7T0MklTZpSkYNfoeZyzromHu4tEUrJcNmh6gQEMpoYaEnFePV5a9k1WKZseQSEjbWXbJexioepiymd/qYeZQraRCQcVLZ8NnWkOHN1F/fsH+PQmMWh8Rr1Za5rTfOsja3kZiiTHO+/E4rlYc5AQEp5HZGZEEKI9cA/SilvOx4LUygUx85Q2eau3cPsGao0zGxmStt++tOf5oMf/CBXXnkl//u//0siMXXjXa56/XwsVCdgoTSlYnRk4oxVHdwJESCAsu2ja2CIKH1+wcZWipY74zXqp+CH+grETI3WuMGh8RrjVRc3brCxLdqE73p8GEMTVByfPUNlupsSaCLKOKTMqb96HT/ANDRW5eIIBDc93M99PeP0jVv0Fy3Kjk8QSFIxjdVNCUarDjFDo7spSe+4Re9YjdGqi+OHaKLKSMXhtc9Yy8GxGvf3FBrXCaWkYvuk4joXbGjF0AWHxmu87TkbSZg6+0dqnLmmmZrrY7kByZjekBMGppRiTtTfCcXSsxhBoecv50IUCsXSMf3EmozprGlOsr41PSVtm0sYfOQjH+ETn/gEr3vd67j66qsxzSNTuctRr18IM83/B+EToj+LHR1MmDp/tKWN//rlXoQQkXRv3KQpFTBScXD8kE1tGSwvmLXOvX3vCBXHo2x5kRTweI3RqochwA8lh8areL7Ecn3OWJ0nmzApWi5+GOn7l2suJCfMhgTYno8fQD5r8uzNbVx7fx+FmsuB0RqeHxKEEtsLyMRMmtKxqCyQSZBPmjx6uMiugRL5VIzufJIQqFguQ2WHQ2M1XnP+Wg6N1ShOaP8LIrOiTW0ZkrFoMxdEa4lPKsWkYsaUAKD++OQyyYn6O6FYehbbLIgQwgROAZqYwcZYSnnnsS9LoVAcLdNPrB3JGKGU9BdsRioOF2xopWi7/PrxIW7++qf5/Oc/z9ve9jb+8z//E12f+Rf2ctTrF4LtBUgpufiUDs5d18xdj0fZjQOjNQ5s72FjWxqQ7B+pNd4zX6NaytRYlU9QcwMcz48a4KSkK58gbmhceloHf3z+2hm/S/0UHNc1+go2pq5hGpEdsaFreEHI/uEqHdkEsQlXQT+IdA+CUJKM65Rtj6LlUZ2wIM7EDda3pji9K0cyZjBUdhku2xwcrVK0XAo1H00ICpqHG0Rp+LIdCQO5fogXSBKGTiCh4njUvBDHC7j5kUEkgq2nd7J3qEpzOhatV9ew3IBHDhfZPVimPRPna7/azxndOTa2pegZtRZUijlRfycUS8+iAgEhxD8A7yVyIpwN9aeuUJxA6idWyw0aDWKaEOSSJiXLY99IhZPb03zsA+/ldzdfy/ve9z4+85nPIMTMJztYnnr9XKf46Z3ojhcwXHboyCVY05xCn0i5//C+XgTwvFM6yMSNeRvVbC9g/0iNS05bRc9old7xGn4YjeKtaU6xvjXNYNlhNuqn4MNFi0BKMqb2xCyVlJiaoBRIHD8grRuEoeTASJWq67OuJUVLOk4mbpCJG4xWXU7uzNKUNDl7bRPnrm/mv+7cx3DZ4fbHhnCDsNFLYBqCIIi694UQOF5kTRzIaBP2gpCC5RKGYOoC0NEE3NszhqFHQUrJ9mjPJLDcgN/uG6VouTSlYpy3IZpO2NlfblxvIaWY5fg7oTgxLEZQ6K+BvwW+DvwSuBr4IFAE/gJwJn5WKBQniPqJNT8pAJhMJmFwaKTErV/4EPf84ud88G/+jn/6x4/PGQTUWap6/XzjZjN1oj/UW+BwwabmhXTkEiQ1nZ7RarTJyMgi94zu/LyNavWNPBM3OKM7z8mdWbwgbJyUAUqWN2s6O2Hq+EFIfzGS7i3ZkQZBXURIF5FZT80NaM/G2TNcYajkkInr7Buukk0YGLrGueuaKdk+J7WneclZ3SRMnYNjNR7pK1GwXIJQYmgaQkjsIDrhx02d0Iea46MJsP0QZDTVUHODiSBAwwtDUjEdXddImDpeEHJSe4ZUTOeRwyX2DJUpWFEQsqk90hkAGvdtQ2u68dr5RIOWuodDcWJYTEbgbcBPpJRvF0K0Tjx2n5TyF0KIq4mmBp4DqGZCheIEUd/o6vXe+qx6ndBzuP0LH6T3wV9zxds/wEc/+tEFBQEwc71+scpyCxk32753hIrt0ZyOShphIBko2XTmE1Qcj33DFU7uzHK4EMkCAxwuWJzc+YQz3myNatPT2ZMDgPrjc6WzE6bO5o4M9/aM05FNUHWqWL5POmHg+GE0rodESihYHmMVl6Sp0ZSKUXUChsvViT8TWN+S5rEg5CVnRZ+949A4ThCd9L1GNkAQyujPUfghhhaVH+KmjiEEFd8nnzSwvABTF3hhiCYE6biB5wcYmmBVLsn+kSrvfv5mLtzUyhdu38MzNrTO+B3bM4nGaxdiJ7wUfycUJ57FBAIbgc9P/Hsw8f8xACmlPREM/DnwsaVbnkKhWAz1X9iaEHQ3Jekv2o3ygGtVuf5f/z/6dt7HK/7i//GOd/zZotO20yV2F6siN9+42U0P9fPL3UNU3XAigJG0ZmJ4QRTQZOImhwtWJG7DExkPCY2Tff0zZ2pUW0g6u25J7HgBkiOliy/a0s4P7+uj6visb00xWnUpVB0MDWKGRjJmUHV9XD8knYisgsdrHqGUGLqGoQk8XzJYdiLZ4bJDRzbO7sEK3fkkjw9WGkGAJgRCAy+Q2F5ILiEI0cjEdbrySXYPlgnDqA9BAMmYTjZh4gZRBqFeRrEmRhHr32W2P7OjsRM+1r8TihPPYgKB0qTXlwEfWD3t+Y7pb1IoFMePyRvdpvYMIxWXku1ieDWu/+e/YGj/Ti75849z6Stff0xp26P5ZT/fuFkmbnLt/b0EoWR1c6qhujdccidO/wZxY6IBLwzxgrBhyStgwSf72S2JqwyVHAqWx40PDTBcdmjPxljTnOLc9c2NE25HLsGrz1/NbTuHqLkBqZhO0kzSnomzuTNLf6HKrx8fY1UuwUDZpmx7BGGIQKBr0JyOUbI9OnKR6t+OQ+NctKUdiOr7moj+CcOQEI0wjMyJJFCxA+KmxNTjvOjMLk5dleP+g+McLto0JQ20CRdBP4DObAzXD/nFY4PUnID//s0BTu/OYXvBsjT4qQDgyctiAoHHgDMApJSBEOI+4E0TmQADuArYu/RLVCgUi6G+0RUtl/PWN/PI3oN8++NvpzjQw7P/7JO8609fzyWnrTruadv5xs16RqsEMhp1rKMJQXM6xmjVoXe8xprmFCNlm3sOjFOoeRwat8jGDU7ryk0JBOqNasCUkzDMnM52/agZMT9hRxyEks58gpoTNRdqQkxpQLzktFUMllzKtks+GZ2cNSEYrtjkkwmesamF3nGLQs2lZEcWwqmYTj4RQxCNGY5XXTa3Z9g9WOG5W9rxg5DRqsvGthQHRmvYHriBbKTbTREFCm3pGJvaMo3+h9t2DvCd7T30lxxiejQSedqqDGXHZ7TqIhCcvCpLd1OKPUNVRsoOmhCsbz2y51s1+D01WUwgcB3wPiFEQkppA/8AXA8UiILVJPDGJV+hQqFYFJM3ul898BjXfOQtVEaG+Lt//xbvfuMrG050s7Fc5jFzjZt5QUjveI1M3KQrn2Co7DRKGgBrW1I8erjIg9UCTakY+WSMVMzgsYESBctjuOJguQExQ2O4YiOIGva+ePuexmdMrltPT2dHY4nVxphf/dq5pMZ4zWGk4qBpotGAOD2YKNt+oza+uTPD3//4EWKmxtNWN7Gjt0AQSioTboYakbeBH4R0N6Ww3QDLC+huSvK7A2N0N6WoeQF9YzVietTHEMqoWqBpgvXtGbqaEo21vPLctTxnczv//Zv9WF7ImuYUe4crFG0PDUHc1NjUlmmUYGzPZ6hkEzc11eCnABYnKPQZ4DOTfv65EOIi4NVACFyvNAQUipVBPmlyUrzCO/72zbiVIjffcjPPf+5Fc75noSqER8tc9XkvCKk5ASevijrZx2seJdslEzfRRLQZRha/Gs0pk5LtIYDz17cAkgMjNe7tGWVzRzaahR+z6Bmtzat/Xw9Odg9WaE7FeLC30GhA9IKQ4YpDoepwYKTKupYUB0aqnLu+mY5sYtba+E0P99OcNrHckJipTcgUyEbTnwTSCYO4qdM7XuOhPpdARgqHA0Ub2wvozicp1jxqjo/rR1FALmHSkopEh9IxY0ozZEcuwTuet5nte0fYcajAroEy6bhBV3OiIR5UZ01zGilhS0eUjVANfopFCwpNRkq5HdgOIIRYJ4R4gZTyF0uyMoVCcdQ89NBDXHrppQRBwB23387Tn/70WV+7UBXCpdggZqvPj1VdDF1jfWuapKlzwcYW9g1XOFywkEAw0QvwqnPXkIobR4z8ndaVp79o8bbnbGT7vlGQLFj/vl6yCGUkCKCJaC5//0hUqkjEDBAB6bjJcMXhO9sP8qcXbZwSTExW23vkcImz1zZzX88YfYUacV0jCOSEl0Ek09udT+BMXCObNLDckDPXNFGs+TzYW2DfSAVTF3Tmk6RiOq3pyFp4TUuyka2Y3gxZD0yevq4JP5SsaU5NKZdMvhcxQ+eiLe1cevoq1eCnOFIZ8Bi4Crh1CT9PoVAcBffccw8XX3wxuq5z5513zhsEXHP3QbbtHCRmRtr1+aRJf8Hmvp4xcgkTy/PZvndkSdZWT6mf3pVjqGxzuGAxVLY5a02eV5+/mqrjA5Hk7RndeS4+pYPnbG5jS2eWkzuz5FOROl4qZkzZ5BKmTtyIZvkfOVyiLROf8fr1scL65l9/LzwxgRBKyXDFifoVDD0yCUKgT6gA+mEw6/2YrFPw9HXNSClJxHQcPyCQkpiuk4rpIKDq+Dh+wKa2DAMlGy8IOb07z6aODK3pOKmYzsmd2UYtPxGLUvwwd1Pf5J6FmZj83oSpL3g6QPGHyzFlBBQKxcril7/8JVdccQXt7e1s27aNTZs2zfn6hagQnroqt6TmMbOl1OtByeRsgSYEJdujORVrZA/m6nav730L0b+HJ07UZ3TneKivSGsmxmDJplhzG1oMth/SlDSx3KiO35VPzXo/JvdBGJqgPZtgta5HXf8SLC/AD0IcL0QALZnIftgNolJEKmZwwYZW9gyVuefAGANFi1zSnOIPAHM39SnFP8ViUYGAQvEHwk033cQrXvEKNm7cyK233srq1avnfP1CVAjrQj3LYR4zPR09nzjN9r0j825u+WQMmFv/3vGj5sDdgxUgki92g5BHD5fwQ8loxWkoAwYhaALihoZpiEbT3UzBRP2f+ibcko7WYuhRKj5paMQMjWzCoCMbZ99wtWEENHn8MRnTOXNNE4mYhqnpGDp05VOLaupTin+KxaACAYXiD4Brr72W17/+9TztaU/j5ptvpr29fd73zKdCqAmBnHjd8TKPmUucZvLm1jRhpKQJQWGSXfB8p+He8RojZYc9Q5ExkOuH/LZ/lJLlkYobtGXixA2Nx/pL9BUsVuUStGbirGtNNU7kQShxpwUT8ETAUl/naNVhVS7BYNkhlzAYKTukJoSANAFOENKRjWO5Id1NySN0EDJxk6suXM/9PeOLVu1Tin+KxaACAYXiSc5///d/89a3vpULL7yQn/70pzQ1NTWem2sUcC4VQpiQtQWKlstZa5qOayp5utVtwtTJJ02uOLuL72zv4cY9/Uiik/S565t59fldjc1trtPwUMmmM5doBAn7RioEoaSrKUnJdokbGpc/rYvVzUn2DVfZ1JbmzDVNUzbp3vEqw5OCiZmmEuqb8H3uOAdGawRhSD5pkkuaCAFV16cpEZkk1TMNk+kv1ljXkmo4Lx6Nap9S/FMslDkDASHEHy3is9Yd41oUCsUi+eIXv8h73vMetm7dyk9+8hPS6aixbD5jH5hdhbA+shedkjWyidhxTSXX177jUKHhDHj22ibOWJ3npzv6SZg6Lzqzq5ERKFoeP93R35hsmH4a9oKQIJSctiqL7Qasbk4BUU1+sl9BXb745M4sp3XlKVo+PWM1Tu/OY+o0gon+gk0+ZZI0NUIp0ScaCadPJdQ34aGyw45D4zzUW+TQeI3Bok1bNsbZ65sp1yKFwZgRBRoVx+eeA6McHK2Rihn84L5emlMxLj29g8uf1q0U/xTLgpBSzv6kECFPmGzO+1mAlFKu6L9x559/vrz33ntP9DIUimPmU5/6FB/+8Id52ctexve+9z0SieiUO9nYpy0Tb5xYRyoOCVOfMgpYf63l+WTiZsOat+YEGLrGq89ffVxVCIuWxzd+vZ/HB8tUHb8hM5yOGwgBa5pSMyriDZQsTu/KTRkLLFoed+4e4sHeIoYm8ENJ33iN89a3kozp1FyfX+8ZnfLdCpbLcza3kYpFRj73HhhlTXOKuKHj+gE1L+DXj49EzYmaaKgantqVI2lGZYOhss3bnrPxCJ+CenYmclCInnP8sBGw2G7Ajt4CRStqjgykpFhzcfwQP5Scs6aJD73kNNZOBDIKxSKZ1V1svtLAW5Z4IQqF4hiRUvK3f/u3/NM//RNveMMb+Na3voVpPrGZzWfsM3mOfvrpuTkVI5cw2NyR4aIt7XOqEC6HAuFtOwe5Z//YRCkg1ggEipbH3qEyCUOfMRCY7jY4ORha15JG1wS2F/DAoQK/3TfKsza1TqT7ZSOzUC+F1MsAMV1jc0eWtz1nI0Xb4/u/O8TuQwVCCflUjDCU2H7IfQfHGa26PHtzlDXZM1TmC7fvadyTeiYmPnHqj0+6XwlTb2QOfvbgYQ6N14ibOqMVt6FhkIoJaq7PrsEyn715Fx992dNUjV+xpMwZCEgp//t4LUShUMxPGIa8973v5Qtf+AJ/9md/xpe+9CU07Yn69XzGPjPZ8y62lryQssNczBZA2F7AtkcHiRnalF4FTQjSMQNNE+waKHPWtJo9HOk2OD0Y8oKQUEpOak+zb7jGvpEKZ3Tno96Igk0uaVJxvClNe41JhFSM7ftGOTBaxZywAR4oWg37ZkOD/qLFY/1FCpZPsebxjA1JEhMZgt8fLHDzwwO0Z+ONxsyZ7teeoQrWxL2paxjUSZqRRsLBsRp37h7iyrPnnghRKBaDahZUKJ4k+L7P29/+dr71rW/x13/91/zLv/xLYzOqM5+xz3yjb/Od7CeftOeT753pvXMFEIWay1DFoTufnHHdCUOnZHlYro85MSZYZ7JIzuRgyPKChkIhRAGB4/k8erjISe0ZNrVlGCo5HC7UyKdibGrPHDFmZ3sBOw4VKNQ8xmouQEP2GMANQobKDg/2FskmTE5ZlW3cRzcIOTBaY7waGR9taMvMeL9sL8APoypsyfIaAUMdMTFnGDd0Huwtcunpq1TdX7FkqEBAoXgS4Louf/Inf8IPf/hDPvaxj/GRj3zkiCAA5jb2qT8+fY4eFn6iX0zZYTILCSCEYELF78g1B6EkkzAo2/6Mlc7JIjmFic3aDUJ+t38MLwjJJswn0v9CMFSyOTBSIZeMsbEthRBpQhk5Ak4fsyvUXPwwKk+EElrSMUYrLl4QYmiCmK5RdVwGSjZd+cSUCYB9wxW8IGRVPsFAyebUCWnk6fcrYepRH0MQEkrQpn1JOeFDbOgCXYgl13RQPLVRgYBCscKp1Wr88R//MTfeeCOf/exned/73jfraxcyRz9YtHlYRJt3PX29kBP90ZQd6iwkgLj4lA7aszHKlkc+FcP1Q0YqDgXLAySW4yOEZKTkkI6Zs4rk1K+9Z6iMF4RHlBmaUzFsL+CcdU284NTOJ5QNay4Fy6MpaZJPPZFxiD5PUrI98kkTXWi0ZmJUbB/LCwiRhDI6sT9jQ0tD/W/yVEJdk6HukTDT/Tp7bRP7R6r0FmySyCnBgO2HxAyN1U1JTENTQYBiSVGBgEKxgimVSlx55ZXcddddfPWrX+Xtb3/7vO+ZbY6+d7zKAwcLeIGk7ATsHiw3pGvnO9HD0ZcdgAUHEFtP7+Ta+/oYrUTWv6GEuCFwfTAMjc2tKUarLkKrEjf0GUVyEqbOyZ0ZfrtvlK4ZygwV22dze4b9I7VG5/4du4ZmLVkkTJ1TV+W4fdcwri9JmmBoGk2pGDkpqXk+RsbE8+WU3gUviBwFZ2pEnH6/EqbOhSe1sXOgzP6RKsWaSz4VQ9RliUPJ6uYUuaSh5IEVS44KBBSKFcro6CgvetGLuP/++/nud7/L61//+gW9byZVOdcPGsY23c0pDC2age8v2IxUHC7Y0DrniR6OvuywoTWF4wULCiAuOW0VPaMWdz0+RM31iZs6tieJm4LVzRmevbmNouWyZWKqYaa+BtsL2NiWRkNQsX0yCaOxGVdsH9MQbO7IMl5zGSrb/OzBgXl7Hi46uZ3v39PLcMVuGAkB2H5AKGFVLomhCYq2R2YiA1Hf9OvXnUk9cLJiYz5p8tZnb6Q9G+fbvznAcNnG1DVyCYMzO/O0ZWM0peJKHlix5KhAQKFYgQwMDHDppZfy+OOP8+Mf/5grr7xyUe+fPglw1+PD0Adl28eYmDKYbi50Rnd+Tk+Bxcr31jfVfSNVHuor0ZZNkIkf+StnuhvenzxrHY8PlsnEDEJAF4I1LSk2tWdImjoxPcHuwcoRDXOTmxH9MMQNAkxfMFaNNBEENDIgMUNDCNhxqLCgnoeObILXXbCWmx7u53DBoljzAMgmDM5ek6MlHeOUVRkGS24jE2PqGqtyCfYOV2lOm0eoB85k/pNPmrzxmeu57PROfrFzkF2DZeK6jmloSh5YsWyoQEChWGH09PSwdetW+vv7+dnPfsYll1xy1J9V32R2D1ZYlUvy+GDlCE+BurnQSe2ZeT0FFiPfC9Gmuropxf6RKjsOjfPszUd6IEzfEGO6xkkdGdoy8UZNfa6UOszcjFhY5bFvuEo2aXDO2iayCbPxOQMli5M7M+werCy45+GS0zoZLDls7vBIx3V0EZkJ1b0OLjltFcCUTEwmYbC6KTFFPXAh5j9R4LF+WbQaFIrpqEBAoVhB7N69m61bt1Iqlbj11lu58MILj/kzJ+v1z+QpUG9kGyhZnLuuec4NZzYzm5M7M1Pke6dzztpm7nhsiN7x6rxOepM9EFKxqb+ivCCM5uzDcMo6Z2pG3NyZZazmMV516Bu3OHNNfMo1z17bzO7ByoJKFnWvgyO+uxsccVKfrskwWT1wseY/KgBQHA9UIKBQrBAefPBBLr30UqSU3HHHHZxzzjlL8rmTa/szeQr4YUjV8cnGzQXVn2cSILK9YM5NNRM3OGN1jpPaMxwYrc25Ic5UgrDcgH0jkR5AxfFpz8S5Y9dQQ7FvpmbEpKlzwcYW9gyW2TNUIZ80p6TY45NO6LP1PEzPkCxUfGny45PVA9XpXrESUYGAQrECuPvuu7n88stJp9Ns27aNU089dck+e/rGesHGlobIjgSqts+565t50x9tWFT9eaYNba5NNWHqvOSsboB5N8TJJYhM3OS+njFcL0QKSUs6zjnrmnmor8jO/hJXnBVNOcx03aSpc+aaJvIpk9dfsK4xMllnrp6HmWr4c333+VABgGKlogIBheIEc8cdd3DllVfS0dHBbbfdxoYNG5b8GtNr+2d05zmpPcNAySIbNxcdBEynHmw81FekORVr1PW9IMQLQsaqLmetyU85Jc/F5DT89Q/0MVZ1ycQNVjel6G5K0jNajbIDts9j/WV0TZBLmKRnaUasi/hMv+5cPQ9z1fAVij8kVCCgUJxAfv7zn/OqV72KTZs2ceutt9Ld3b0sDWKz1fbPXde8JJ3oRcuj5vrc31PAD0JMQ6BrGmEY4voSQ9fY3JGmaHkLvlY+aXLhplbu3j/K07rzpBMmfiinqAVmEyZFyyNpaty+a4hLTuvE0MSUJsO5Tvaz3RfVoa94KjGnDfEfIsqGWLFS+MEPfsAb3vAGzj77bG666SbMdP6YzHwWylIHGpM79tNxg92DZe47MI7jB8QNnfPWN3PyqixVxz/CBnmuz9y+d4T7esb5/aEC2bhBd1MS1w8YrXpTmh0Llsv561q48/Eh/DAkm4hNsi/W2NKR463P2TjvNVWHvuIPnKO2IVYoFMvAN77xDd7+9rfzR3/0R/z0pz+FWOqozXwWy1JtdPWN867Hh6k4XqMkEDc01rWmSMcMqo5P3NTIxA0ycWNe9UKYGlh05ZPsGaqQjhv0FSwOjtY4ZVW28dq6Yp9hCFJxg96xKpmYgZywGAYxx6+/qagAQPFURQUCCsVx5vOf/zzvfe97ueyyy/jRj35EOp3mpof7j8rM53gx+bQ8eRyu6vrcuWuYmKHRko6hC8Fo1WVtS4qYoWHoJocLFid3ZjF1bcpsfv1zp2/A00cB61bBqVjkizBadRsOhXXFvkNjNTQEa1rSPGtTC4amNUoDK+H+KRQrGRUIKBTHCSkln/zkJ/m7v/s7XvGKV/A///M/xOPxYzLzWW6mWwc7XsBw2aEjl6AtE+eRvhJeEKJpgpGKS0c2Ttn26BmtsbEtjalrU8x2dC1yzvvZg4c5MFprXGfySN/0e7GpLcNIxaHq+Ji6YLzq0p6JYblRL8K65hS/3T9KOh5lIJKmMUWAaLH3T5UIFE81VCCgUBwHpJR8+MMf5p//+Z+56qqr+MY3voFhRP/5LcbM53huTDOp9T3UW+BwwabmRZMAoYw68h0/pGx5FGourh/iBiHJosbq5tQUs52K4/NIX4mYrrEqnzyiBPKSGUYBkzGdCza0sm+kwmjFZbTqULQ81rem2dSWQU6UAGrukXr+9c9ayP2bHvSAahpUPDVQgYBCsYzYXkDN8fjw+9/HV7/yn7zzne/ki1/8Ipr2xGa1EDOf+aR/l4PpKXovCBko2XTmExQtl77xGmtbUth+iOUEDUvjzMTJvGesRiKms6E13dicHzg0TnPanKJAOLkEsuPQeOM7Tw8GzujOs7opye2PDXF6V5a1LZlGhqHieDSlYmxqn6rnX/+s+e7fTEHPcvVoKBQrDRUIKBTLQP10+eChMf73M3/Lfbddxx+/5V3802f+bUoQAPOb+cw1/jYX9RS3oNE2h2Tmprjp6fCZyhWRra5AE4KkaVB2agyXHRKGThCGBKFESkjFDdwgoGIHFGoum07pJAgl/UWL8arH80/tmHG97ZnITOjkzgx7hqoz3gvbD3j9M9eRiulHjEFCJCB0NPdvJonildSjoVAsJyoQUCiWmPrpslK1+MG//l/uu+MmXvH2v+acl72Fb2/vmVG8Z6mEbWwvYKhss+NQgQd7i/SNW/QXLQQQSEl7NsG6liQXbGxtfOZM6fDTu/PA1BS9OdGJH5UDBFJKxmsu6bhBwtQp2y5lJ8APQ9JxE0PTMDTBcCWy0z2pPY0fhDM6EEI0AWC5Aad2Zekdt2e9F5ec1kk+aR6h53/N3QeP6v6t5B4NheJ4sKIDASHE5cC/AzrwNSnlp6Y9/1fA2wAfGAbeKqXsOe4LVSgmsX3vCKVyhWs++V4e/O0v2frWD5C/8FXsGapSsYtUHJ93PX/zlGDgWIVthso2d+0e5pHDRXb2V3A8nyCUpOImFcenYHmEgWSs4rJ3uMKhcYsHDhWIG9HGNj0d/vhghYrjUbajTb7egV/v4M8kDFIxHcsN0BBoGiRMg/Zsgo5sgqrrsaY5RTZuNKR9AQ6M7jki7V/3Eegdt6i6UUPgls4sEGP/yOy+BNP1/I/2/q3UHg2F4nixYgMBIYQOfBG4FOgF7hFCXC+lfHTSy34PnC+lrAkh/hz4NPDa479ahSLC9gLue/ww3/7Yu9j90L08908/wtrnXEkmbqAJQTpu8PuDBa7+zYEjMgMLNbSZTNHyuG3nID+8txc/lFQcD10TGJpGyfYYqbrYXoihC4Qeqf2ZmkZ/webgaI31renGKB/QkOq97+Ao/QUHUy+TjkeuhZvaMo0O/oGixamrsuw4VKRsOwhNJ6YL2rNxbN8nYRqsb01Ttr0p0r4zmQn97sAoni8RQnJKZ5buphQ9ozUSps5Vz1pPzNAWdC+O5v7Byu3RUCiOF9r8LzlhXADskVLuk1K6wPeAl01+gZTydillfQbpt8Ca47xGhWIKhweG+M8PvZk9D9/Py973z5z0nCvJJSKXPwBD00jFdcpO1EMwEwlTpykVW1AQcM3dB9m2c5CYGWnp+0GUXj80XiMZ0ylaHn4YYmoapiawvIC4oeH4ATXHp2+8NlH7j6hvzJYTko5p5JMGEsmh0Rq/2jOM4wdsaE3Rno1TdaKT9FjVozgxQVC2PbrySS7Y2ELF8Y6ozV94UhsJU2egZBGEkn0jFVwvBCGJGwab2jON2rzl+dx/cHxB9+Jo7t/k15/RnWOk4sz4/NH2aCgUTxZWciCwGjg06efeicdm40+BG5d1RQrFHPT393Pl5ZcysH837/7kf9J0xnOPqIfXlfBW5ZI8crjUSEsfDdv3jlBxPCw3IJcwCUIJAhIxnTCEku0TSgjDiWbBiWBEAqEE09CpOD6lCZ8ALwjZN1LB8yX5VAzD0DllVZYghJ6xKo/1l/nR/b04fsjalhQnd2Z5+dPXcN6GFk7rytGaiZM0dda3pila7oy1+XoJ5PSuHIcLNXYNlAmRjeBhcrNfvTZ/LPdooUwPUCDKBAyULGU+pPiDZ8WWBhaDEOKNwPnA82Z5/h3AOwDWrVt3HFemeKrQ09PDJZdcwuDgIP/4n98lWHU6pcFKIxNQp66ElzD1Y6o71xvc8hOa+5oQRBN6AiHB0KPTfRQByGjWfsJWRACaAD8MqToB2/eOEDcNgjDSBljbkiKUEj8IeWygjKlpnN6dw/UlluczULQp2z4vOLWTZEznwk1t7BuJbI0LlscDB8d56Tnds9bm6yn8c9Y24YeSNc2pI2b/4fjW5pX5kOKpzEoOBPqAtZN+XjPx2BSEEFuBvwWeJ6WcMbcnpfwq8FWITIeWfqmKpzK7du1i69atVCoVtm3bxqlnncvVvzlAxfZJxw0MTSOUkortYxqCTW2ZY64710/J8Yn3hzKqbzclIze+VMygZHnoGgQSBAI/DEmaOm4gySZMesdrBFLSnI5j6hq2F3BwtEbPaJXWTAwhBI4f4vghfQUXAMsLSMVcWjNx9o1UOKM735jxP7kzi+1FI4ML6bCvp++nB0t15rpHy+XQeDQ9BgrFk52VHAjcA2wRQmwkCgBeB7xh8guEEE8HvgJcLqUcOv5LVDzV2bFjB5dddhkAv/zlLznrrLMAeNMfbaDi+Pz+YIFUXEdAo+EuGYtS0MdSd66/TxMi6uQv2uQSJm2ZOBXHw9AEQoBpCKQXYk104xu6hiaijdTQNDpyMSzPR9dMTF0jZmhUHR9Di0x8ijWPkCcCDi+U1NwAUXHQoOEhADQmC8q2v6BT/NHoJxwP9T8VACieaqzYQEBK6Qsh3gPcTDQ++A0p5SNCiI8D90oprwf+BcgAP5iofx6UUr70hC1a8ZSgfhrdcf89vPzKK8hkMmzbto1TTjml8Zp80uRdz9/M1b85QNnxWJVLNpT3lqLuPHkT3dSeYaTiUrJdMnGTDa0ZekYr5BImuiaoOD5yQgo4bgoyMYPhssPmjgzP3NTK4YLF4YKFBGKGwDRMkjGdkhUFAUlDJ5RRANCUNKk6PkEIYzWv4SFQZ7GZjsXoJyj1P4VieRBSPrUy5eeff7689957T/QyFE9CJp9G9zzwW77x/95Fa3sHN91yC2edumXe9yx13bm+MVqeTyZu0jNapXe8Rs0JMHSNlz+9iwtPakcIye/2jfFAb4HD4xYjFYeyE9CdT7CmOcWa5hQJM9rM/VDy+4PjDJZsRsoOuaRJ1Qko2z6aBk1JE4QgnFASvOrCDaRiT5wnBkoWp3flFqXCt9B7dNPD/bNmD47mugrFU4xZDblVIKBQLIDJp9HeHb/mP/72z+lYvZ63f/LrdKzqmvc0ulyOdkXL487dQzzYW0TXBALY3JHhoi3tdEzaMIuWF/UtOD6t6Rh3Pj6M5QWMVFx0IVjdlGDdhIlPICW/2z/K40NlCjUPQwgySZNcwkQIqLkBYxWHfNLkdResIzsxsVA/xb/qvNXE9IXN/i/0HtlewBdv39PIBEwnCCVDZZt3P3+zSusrFDMzayCwYksDCsVKoq5Fv+/uW/nyR/8/1m05jQ/++7fJ5ptn1aKfvLEdDfMFD/WT9O7BCoYm8EPJWWvyPPfkjiOCku17R/BDyfrWNJYbRGqDVY+mpIkdBFh+SH/BZqTisKE1xcvO6ebH9/exd6RKTNdImTpCRLLCuhBkkybZhEGh5lK2fYSAjW0pQPDt7U+Iey4m+zFX4KDU/xSK5UMFAgrFPNRH9XbecR3f+NSHOPnsZ/D+z3yDVDoLHKlFPznV7XgBveM1QLCmJUXc0ObdHBfSEDdbvXzPUJXe8YNTMhTTtfT3jVTIJkxcP8T2Q2KGTtny6MwmGC7bpEydZ17Uyo0PDbCmOYnnSwqWR926qClp0maY5BMx3vm8k5CA64dce3/fstXvlfqfQrF8rGRBIYViRWB7AXf+6L/5+j99kDOf+Vw++LmrG0EATD2N1jfonf1lsgmTnrEalhtS8wJ6RmtkEyY7+8tcc/dBipZ3xLUmv78jm6Arn6QjmzjiPZPd8uob42RFvsmqhZNP014Qcrhg0ZyKsbEtQz5l4voBthdStFxOas/Qlo0ThpI1LSkycZNMQmdLR4bN7Vm2dGTIJHQy8Rirm5NIojHA+w+OL3g9R4NS/1Molg8VCCgUcyCl5N8+/U9c/5V/4vyLL+evPv1fxBPJKa+ZfBq9c/cQhZpLSzpGz2i1odLXlIzhBQE9o9U5N8eFbPD1E35bJj7jmqcr8k0+TU+2EjZ1je58ks0dWVY3J3jWplZO7coRN3SEgLihcf76ZrrySWquT83zqbk+Xfkk561vPsKyeKHrOVqU+p9CsTyo0oBCMQtSSj7wgQ/wr//6r1zy0ldz+Z9/FDN25GY3XLHZ2Jbi1kcHuPo3PaTjBo8NlBitOKxtSTdel4mbHC5YnNyZndHadqF2uE9f1wQsvF4+edSwJR2jbiWsiShD0DNWASm4r2ecUErSMQMhROM9dbGg+qigqWtTdBAKNXdR6zlalPqfQrE8qEBAoZiBMAx517vexVe+8hXe9a538Y+f/izfu6d3xnl3gaBnzMJyfVLxyPDG9n0qdpQB2NCaabzenziVp2LGEZvjQhvi6oM+i6mX1+f1R6sObZk4/SWLlGmwZ7gCwCmdWeJGtKkLAdfe18cVZ3dNmfFPxYwZT+DHs36v1P8UiqVHlQYUiml4nseb3vQmvvKVr/ChD32IL3zhCzSn4w2znKGyzeGCxVDZ5vSuHOtbUyBhdVMKTQhCKTE1jbip4XghuwdL7Boss2eozMHRKo8PVqg4/hGb4+QNdSbqG2pTKrboenk+aXLF2V04XsieoTL7h6vcs38Uzw/Y3J7B1DVKlkfc1Dh3XQuW5/NIX3HW7zy5+e9E1O8X6zCoUChmR2UEFIpJOI7Da1/7Wq677jo+8YlP8Dd/8zeN52Y6jQJT5tsny/2m4wYHR2uEUrK6KYkbStpzCYbLDofGa/zxeauPCATO6M7xUF+R5lSskYavM3lDXYwiH0RNiD/d0U/C1HnR07oYqzjcvnsI2wvZM1SZoiOQjOnEjCdKFws5gS92PQqFYuWgAgGFYoJqtcorXvEKbr31Vv7jP/6D97znPTO+bvJmOL0+PlnuV0oJInL9q3k+ccOgPRPH8etNc1PT6MUJO+D7ewr4QUgqrrOmOcX61jQVx2tsqLYXIKXkVeeu5v6D4wuql2/fO0Kx5lJ2fB4sWHiBxPYk7ZkEhgGrm1Oc0Z1vvH6mPoO5Tt+qfq9QPHlRgYBCARQKBa644gq2b9/ON7/5Td785jcv6H3T6+NJU+eCjS08Plhm71CFbMKgYgfEDZ2WtIntBXQ3JVnfmmb/SLWx0U7WBXj+qR0TcsEWuwejNP4fn7+GZ2xsmVFf4KoL18+p5Gd7Aff3jLN/pEYQRs6DUkqGSoKS46G7gl6txmlduUYG4mjq+qp+r1A8OVGBgOIpz/DwMC984Qt5+OGH+f73v88f//EfL/i9MznoJU2dzR0ZDhct5ERZ4LSu/JSue4CS5TU2zMljg8CUTv2xqgNIfrqjf07Bntk23aLlsm+kiheENKcmph6EoCkdj9wFJYzX3CkGQsdS11cBgELx5EI1Cyqe0hw+fJjnPe957Ny5k+uuu27OIMD2Ago194h5+Jnm2zUhsNyAhGmwpTM6aadixownbtsL2HGoQCqmT8z5R9Tf05VPse3RQSqOtyjBnqLlcdPD/Xztrn08fLhE37jF4aLVuEZ7Jo6uRRMSZdtvrEvN5SsUTy1URkDxlOWx3Xt40eWXMTI8zA9/cgPPf8HzgSM1/ueT/J2tPn7uumYgyhBMp37idvyQbY8OcO+BcTIJE5B0NyUbTXsAoZQMlV3OWTtznX0mTYLJpYa2TIK2dAw3CCnWPCq2x8a2aFJgY1uGnrEKoQsDRZtkTFd1fYXiKYYKBBRPOYqWx/dv3c773/JqXMfm2e/+N64fauLO6x8mGzfQhCA+saFubEvRM2aBZE4N/Znq444fcs3dB2ftpD9jdZ5r7j5IxfFIxXWyieg/x7r5zwUbWknGoowBgsaapjOTYM/kUkNUEjAZqbiESPwAhisOqyayCV35FGubk7z9uRvJJ9VInkLxVEMFAoqjZrmsdee7Zl305mg2raLl8c/fuZHPv//NhAi2/t8vkWjfwM7DJcq2T8zUWJVLcNkZq8glTG7bOcR4zeN5J7fj+EGjxt+ZS8zoOjhZHChh6nN20tc369VNKQo1rzF2mEualCyPfSMVzujOU7RcOjJxNBGVBLwgnNJvML2xb7pCoalrrGtNgxA4fsh41WWwaJM0tAk/AYOnr2uiM5dEoVA89VCBgGLRLMQdbzmuedvOQbY9OshQxUFIaM/G2Hp6J5ectmrB1/3GtTfxb+97I7Fkmkve93m89CrKboAQAiEECUNnvOby84cOc9lpnYxWXEqWy3UP9NGSjqGLyEVwU3uG9kyCHYcKnLO2iaZUDMcPZ70vF5/SMSWAAaZs1vWxw/GaS9LUScY0esct8kmDbCLG1tOz7B4oU3Z8DhcsotHDqIyQies8fV3znAqFa1tS9BctNKHR3pmhaHlcsLEFJwhVP4BC8RRHBQKKRTGb/e1S2c3Ods1v/Ho/9+wfI2ZERjkAZcvj2vv66Bm1+JNnrZtzhA7gxptv4UNvfx1Nbe08972fh0wbtu0T1zUKnkvcEIzXXExdMFR2+Ob4AVw/jKb9hcD2QnRNMFZzOThWozOX4MBIFX+iQXCk7NCZS7C6OTXlvuwcKNOdj7NnqIqhCwxNY0NrCscPp2zWuYRO33iVsh1t5IYu2HpaBy89ZzUl2+O6B/qw3ICOXAJD0/DDkMcHyyRjOm+8cEPjcyaPNLp+yL6RCocntAMKNYeRskPM0Kg4PmevbVL9AArFUxwVCCgWxfQxN3iie32mVPlSXfPxwTIJUyeXeGLDyqdijFYc7np8iMcHy5zUkQFmzk7ccMMNvPrVr6alax3v/7dvs2MMBos2MSPq1A+kpOaFOF6A5UokUPZDpARdB0OLNs6WtEnVCegdLzJStunIJVjTnOKx/hKHCzY1L6A9myAZ09E1QczQuP6BPvxQsqY5iSYEq3IJaq7PI30lMjGDuKlx/8ECXhCyqT2LlBLHDxmtOhRqke3wI31FTl2VozKREZBEOYEtnVkycYNH+oqsbU4BT4w0PnCwwP4JB8RswkQTgpZ0jMPjURDzludsnNXgSKFQPHVQgYBiwSzUHW9y93r9fXP1Esz1fH20rur4jZT65OcGyxaWF5KOGbRN1NGnZyf+53/+h6uuuopznv50XvbBL9Dc1oE7OEDJcgmlQEL07yFIosBGEwI/CBECggCQIRXbi1QBJQQTnfxnr20CYKBk05lPULH9Rm3f8gJufWQAxwuIGTq5RAwhoLdgUbI9SjWP63f0kTAj2991LWk0IQgkWG7Alo4sXhhy5+4hdg9WWDORaZjuBBiE8oj7fuFJbdz88ADjVZdV+WTDA6HieLRmE6xpSXF/z/iSB20KheLJhwoEFAtmoe54k9Xy5uolWEivge0F+GFkmTu5WW644nBotIrtR7v3QMlmvObSnIqRTRiMVR227x2h97c/4x3veAcXXXQRN9xwA785WOX3BwvUXJ+qF5KNmyAlEoEvJQLQAU1EQUFMF9i+RIYQNyAIQiRPbKrZhEnJ9ggn1phJGA2r4ccHSxQsj1wqhu0FDY2B0YpDzfVpSpoULZ+i5ZE0NPYMlUnFdMaqHpHcQLSeQs0lHTca9326B8FMUwNxQ6MtGycR0xko2o0MQndTkk3tGWK6NmPQplAonnqoQEBxBLOd0BdjNztfL8EVZ3fNq5SXT5okTB1DizbeUEqCULJnuELJcilYHmEYEoRgeT7f2X6A9myC1kwcXRNc9+3/4jfX/BuXX3451157LalUigtPSnLzwwNomiAT07FcH0ODIIg2aQn4gQQRbZx+WG/LA8cPCUPQdUEqpuP4AXfuHmZVPsGB0Rq1ifq9BGquT++4RUzXEBJAoGuCwZJNEEIuGcPyAtoyMcq2jxfCaMnB1AUb2tKNezJYcqi6Hqesyi7K5rf+57exLcOpq8IjVA2BI4IHhULx1EQFAooG853QZ5LTncxkWdo7dg3N2Uvwne09JEx93l6DhKlz9tomesZqVByfYs1lrOIQymgDlAg0LarpV90Ao+ZEOvp3fpff/+S/OOs5l/Ff3/4+LgaaF+D4ARXHj5oAhcByfRw/er+pQSCjDbJeJghCiUaUIYgbGnKiLFB1fGKGThhKcgmTjmyckYpDxfFoy8SjzIKIyg4Vx6c5HZU1ChOnf4EglGAa0Shi2fFBSjQt6iHQtWjDziQMyrZHTNcYqTgz3vf+osVJ7ekpj00O2qYHAPXHF+sloFAo/jBRgYACWPg0wGS72aZkjFBGKfGC5U5xx5urlyATM7hrdz8vnqU+Pb3X4MKT2tg5UObuvaP0jFajencYNq6tawJd0wFJ0fLZ/7OvMPSba+k474Wsf/WH+OjPdnFaV46q43NovMZwxWZzRxYp4cBIhb5CjbLtY+gaBtEm2ZSKUbJcHD/aMKN/NGKGwPYCPClJxnSEJgikpDUTp+R4FGo+rek4QghGKjbjNQfPlwQS/CAkCEOE0AmJOvrXtaQAwYF9o+TiBjUvwAvCRiBQcTw2d2QQQmBoYoo4UcXxeeDQOONVDz8IOTC6Z0rgttCgTaFQPLVRgYACmH0aoCUdo69Q47ZHB3jBaZ0kTJ0rzu7iO9t7uHFPf6P2fO76Zl56TgdSSopWZM0bSonjPiHCY7kB+0Yq7B+ucLhgc/uuITa2Z9jUnpkiwzu95p1Pmrz12RtpSho8tq2EACwvwNAEpi4IpUAIiev6DNz4BUoP3EzrBS9l40vfTckOKdplcgmTXQNFRquR0Y9A0JlL4gSStc1pBsoWVScgYUbrlFJSz8JLGWUEwokeAkGk8hcEIV4QMFSyKVkelhcSyJCDYzVueWSAmhsS1zWCMKRkRXoEXhBiNEXCPs2p/7+9O4+PqzoP//957r2zajSSLMmyLcsbO4SwxBBIs0BsA00IEEjYsgDlm7VJmzZp04Q2TZukpd/+kjQtUJpvmpLQtCmQ0JCQYCBAbMJqCJttsI13W7K1zmj2O/ee3x93NIyFZMvY1vq8Xy+9rJm5c+foSnCee85znhPimLYk/dkSeddjMO8CwqvdWRpjIaJhi3g4xNFt9fRnS1x8WjvrdqdYuzsdBFu70jTVhTj3+NkkIs7rArfaoG2kyoZaO0ApBRoIKEZeDZB3PTZ3Z9jWm6U/W+Lnz3Wycm0XcxqipPNlmhNhzj2uFal02mt3p/jK3Wt50/wGyp7Pc9v7iYUdwk5wp96SiAQJfZVOL+967Bkskiq4bO/L8vajW6mvLA0cadi6IRbi9980l58/30kyGmJ7X46wbbE7nadY9DCey55ffJvsut/Q/LYraHrXR8iXDbYNg/kSa3en8A3MTkbpThfZ2R90/K7vE3UsWhJRXC+PGEhEQiDgG3AscCwhGQsTC9vBFIHr0xALs3cwT6bo4ZsSEdtibkOM5kSYV7rSlL1gu+HOVIFoOCjrmy+VyZcM2/pyHN2aYMVJc8DAy11pIo6FhakmRO7NFGmKhThrSUuQZyAwuz7CgkoZ43tf2E3YtmivLBmEkadW9lfZUGsHKKVAAwHF61cD5F2Pp7b0kSuV6c2WKPuGaMgiU/BY099P3vUAYW5DlLLvk3c9GmJhwiGhZ7BIXzZI5OvPu5wwpwHHFl7alaIrXaClsuNdSyJMvlSmP+uzq79Az2CR0xfOYklrglS+NOKwdWM8zJzKfLolMJAvBVn9foldP72R3KYnaXzXNTT/3uXB/L5n6B7M4/vQlylSHw9h4dAYd9g5UGD3QC7ILQiXiUUcYiGbWXVhkhEHH9jRB7Gww5xkDMuCWCjYh2DT3kHKvodjWRzVWkdjPFKZnhBcL1gdUPINqbzLCXOTdGeKpHIlwk6YeMQhnS/RloyQjIZ4uSuN5xkaog65ksWxbfVYVpBfkC0FNQOKCe9112Nrb445DSOXBK6dWhlpDwSdDlBK1dJAYIo5EvX9axPLfGNY35mi4Hpki2VSOZey71P2AArsSedJRG1sy2JLTxZjggz5ukiJ5vowa3elK9vtCulCmS09gyxprWcg74LvM1goUR8LY1lCyQvm5cHQn3PZ0ZdjS0+WMxbPGnHYOhqyWX5iG3c9s5Oi51Mq+0SMS+edf0Nu83M0r/gkrWdehFtZpufYQtETHBtyroeXE8K2TSpfxrGEeDTCQL6I6/mU8y4h22L5iW00xsK4ns+arX3YlnD6wlls7s5UC/mEHSFX8plVF6alPlq9i4cg16Iu7AT5APhYIsxriNFWH8EzBluE3mwREWF7X4ZXugapi9icMLeB3myJUtknEQ0CjnjYYUPXIO88tnWf63GwyziHrp0GAEqpkWggMEUcyfr+wTKzOL9ev5dMsczWnhwC9GSKRMM2FpCMOZQrd7sDuTLJWAghyLyPh4P6/IMFF9sSEhEH2w4y5vuyJcJOhoFckDfgFj2MCY5rTQS732WLZXKuR9nzaawLsXBWbNSfadkJbWzem6FzIIeXz/Dij/6K7M6XaXnvn9Dw5mV4lbl9YwyuF8zph20L1zeELNibLuDYQti2aK4LE3YEWwTX80lEbfami8yKR0gXXI6bmwQDqXyJ4+ckObatnoIb5ASs7xykEERHQJA/kCmUg+qHMYe+rAvy2lJL27KwK8dFHJujZyd4/2ntgDC/Kb5PDkVt5cCW+jAXnzZvn+txMMs4lVLqQDQQmAKOdH3/VN5lW1+e/lywLr/keWQKQfJb0fOJh2ya6mz6Sl5Qac83lD2/cjcPJc9Ua997JliKh4H6SIhS2SdfMoTsIEAo++D5PgaLgVyJ5kSY+miIgVyRs49qoTEeZuOeDF2pPI3x1+8u2BALcfmZHazdvIPn/uUvyO3ewrFX/SXho8/GM4ZyZbmc6/mIBEFBobJfgOv5ZIoe8bAdVCkUCFlCa32ETMkjEXF4pWuQZNSp1uAHXjfHfsbiWVx91gK+ufIVUnk3WFFApVhPS4KNe9N0pnqJOHbld+VXRwOypTJzklFCdrDLYTRkV0cUYmGbk+Y1VCsHWhLsfTB89cXBLONUSqkD0UBgCjjS9f0ff7UHDPze0UFZ2myxoWq/KQAAMg5JREFUTNkPMuVtCda7D+RKeJ5P2Q+K7GRLHo74hBwL3zfYtuC5Pj5C92ABESEWsiiVPcBUhsuDIMGyrOAu3fODZXtWEDSEHIuXu9K80jVYyUuwRxz16Nvbyf9+4+MM9nRyzmf+kTknvJWebBHXN6RyLhEnKPZTquwhgDFEQg4h28JQxvOCACGVc6mPOixqSbCkJYFjCzv6clz7e4v22ZJ3tDn2i05t58WdKZrqwvus1T+mLcnvKnsHdKWCcsK+gVJlpUDHrDgnzUvSEA+P2KEPnasrnR+1Q9cVAUqpw8U68CFqIg1l9LckIiO+PpQYNjRvfCjn3z2Qp6U+wpKWBNGQTX00TMgWDIZcqcxAzq0W2PF9QzhkYYBC2QuW3FU6/6E77VTeJVMsE7ItZiejlHyDYwd3v54xlDyfPek8PZlgnv6+lzrZ1pulLmIzvynO7Poo6zsH+a8nt5PKB5vvPL/uFZafey7Zvm5WfO47vPmsc2hJRqvFfcKORbHsBQWCbIuGWAjbsvCNj28g7Fg014eJR2yWtNbxvjfP46R5DZUVAUJsaLRgmGjIft0IxdlHtZColBgeuqv3/GD55NuObiZsW+wayAfXTIIEScsStvZkOam9oXqOaMimK52vliD2fENXOr/fDr0hFuLqty7gxLlJ9g4W2D2QZ+9ggRPnJo/IDpBKqelLRwQmuTeSGLa/cw2/qx06v28Muwfy1EdDhG2LHf15RABPKJY9ZGjIH7CtYGmd6xmijk3WBHPy9VEb27YouR6DZRercpfalyvRmgjTXLlz7ssEu+oJwdx5a32MRNSmP+uSLpR5y4LG6t117ajHAqufd5/zbgqFIl/4p/+kMzyP/myJhniIBbPqWN+VAiAZdRBLqAs7uJ5hVjxMNGwxkC0RDUWCIX7grUuaq0sW4eCH1Ic645GW5+VKZSK2TX/OZddArlr4aF5jjETEru4WuL9zHCj/Q1cEKKUOBw0EJrnDkRg2UqLhsW0JTulooiEa/AkUKwGBJUI0ZLOwOU5XqkChFAylDyWvQRAE1Ecdwk4whF0oW5S94I7bc30cK9h8B4TBvEux5JMpeRzXVs/2vixl31R+HkN9JMSi5jq292UJh4SyT80nBVoTUVb+5nFu/+tPUPLhg3/9PTrD83A9w0CuRG+2QEM8zLyGGIOFEpZlsSdVIGRZNMbDNCfCFF2f2fVRjm9L8vKeNKmcW/2UQxlSH6kzBrj54U20N8VZ0CycOC+5390CD7VD1wBAKXUoNBCY5A41MWx4omGp7LNp7yBPbu7jR09s59g59YTtoOY+UC3bOycZI5Vz2Zv2qVS7rWTgC64PBdfHtoRSuUwi7FAo+0RsoS4aIhkNCvLkSx5hWxARMgWPrT1ZYmEbQ1C0J++WKbg+A7kCxbJPW0OU5rpwdapgaFRg7e+e4pY/u45oXZJj/uBGtnpNtBbLzK6PMqsuTCpfwraEMxc3kymUec/JbXzr/g0Uy0HuQsH1qol8sbBNMh7iue19DORKDBbKh6XITm1nPLRC4mB2Cxx+DqWUGi8aCEwBh5IYVptomC95PLW1l1zJw2DoTBUZLJQqyXU+rfURBnIlElGHsu8zkC+BUE2+sy0Lx7GI2xaWCALEQkFn1xh3ELEwxlAoewjQVBdmYXOcF3emEHz2DLo0xEM4VrClcNgOEbKFXNmjvSlGSyKCJUK+Um8/ZFuseewR/uUvPkG0cTaXf+VWNmYj1MfCpPNlssUMi1sSNMUjpPMu23qyQY5Daz0fWNoxYiIfBPX7Lzq1/YgNqevyPqXUVKKBwBRwMPPItXkAwD6lgzf3ZMgWy3QPlvCNIRkLUSp7LGqMs7M/y/a+HAXXx2AouR4lL5hvty0LxxZCtkXUsXE9n2go6Fxb6yPURYI/I8+HRMSuLpWzLYv+XIlZdSFcL6i055UNZd8nGQ1TH3WwLCGVK9EYhUyhTCLqIAR30WtW3c8/f/nTJNoW8pG/+S4Zq45Wu0y6UCYWssm7Ht2ZIvMaYiSiDpu6M7zt6ObqRkVbenKkCy6tiWilffsGT0fqDlyX9ymlphINBKaIA80jp/Iuqzbs5YWdKRxbcCyLRc1xiq6HbQVz9c/vGKA3U6TkmUo53KHh/aBKX8H1ecvCRhzb4snNvbh+mZIHCUdor4/Rn6tsmmMLeTfY/a8u4nDSvAbKvs9TW/qoi9iEbRvfGNKFErYV5BPs6MvjWIJtW0QcB9fzAbAQwo5F2fPwHWH3QJ5jZid4/P6f8f++9nkaFhzHe7/wzxy3qINntvczuz5KtpglXw62AU7lSrQmIuTdMo5lcUpHU/V6jRQ8DeVGRJxghOBIVGoEXd6nlJo6NBCYYkbqsHb05/jWylfYOZAnXlkGNycZJV8qs3b3IIloiN9t7yddcPFMsD5fgFzJwzeGnkyRsh+cuydT4q2Lm1nfmSZfKSCULXpYVomGWJiC65EreeRLZQSbc45r5X2ntANQ9gzPbu+nLuJUC+zMro/w09/tIlvyaIoH+QPxcLBcritdoLkuTLYYdMaNsTB51+PeO2/nxTu+ScvRp3LCNV9nzuwWQo4AQQCzuKWuWr+/4Pqk8iU6muIkog6z619bZlkbPO0dLPD8jgE27MmwYU+GguthiWCMIVK5nodzM55DWQ2glFLjSYwxBz5qGlm6dKlZs2bNRDfjsEnlXb76s5fYPVCgrSGoe+8bU12/7/s+vdki9ZFgO+F03q3sCEj1rrzkBRvoeMYQD1kkY+FqEl3B9TEmWP/veob6iFPdPfDUBY2cOCfJ0bMTvOOYViIhmx8+tpXBosucZIxoyObFnQM8taWX3qxLe1OMUCXz0DOG7sFg+9542CYecTh5XiMP3fXvvPyzW5h1/Ft596f+npwJNgKKR0LURx36MiWSlU7U9YIg4NzjZpMquBxTacdIoyVDCZMtiQglz+eJzb2kcy7JWIizljQTdqygpHLIPuzr8I/UqINSSh2EkdegoyMCU96qDXvZNVBgTsNrm99YIiSjIdKFEsmow/rOIolWh2QsRF+2RAgoV4IA3xjyJZ9k1KqUBA5q/xsDjmVhi6Ho+cxORii4fmUkQJjfFGN2Isq6zjRrtvVz1zO7+ODSdi45vZ21u1Ks3Z3GLfts2pvh1AVNbOgaZLAY7FFgIUFZXgn2ATiqJcHcxhj33f7PvPKr25h32rs58eov4Tlh/KLHzv4882cF+QohR0jnXRJRh7xbpqMpTmcqT2eqQKbgsmFPBtj3znt4ZcbNXRk83zC3MUY677K5J8NJ8xoOW6XG4TQAUEpNZhoITGEF1+OFnanqdMBwiUiInkyR5kSE2ckofirYcCdTdGmMhTAES/wAkGBZm4hFQzxMruhRcMvEwzZgKJV9ssUymUKZhc1xZtVF6M0G0wXJaFA06P61e9iTLnH1WxdwznGz2ZMuIBZ0NNWxpDXBA2u76M+5hJ3XMvgTMYdYxGbVf36TV371IzrOei8nX/EFMiXD1t4sjbEw/TkX1/Mpuh7vPHY2u/rzbOoOOnzfL9CZylMXdsgUPeY3xVjYXFfdh+Gyt7TvkzDpen61cBJAIuqweyDPsW31QfJjzRa+2nkrpWYCDQSmsILr4VjB3fXQ+n9gn01uINgz4MS5DZzc3sipHU2s2rCXgbwb1Pm3hWjYIlJZYmdZgoVQVwkAwo5FLByhLmwzmHeZ2xDhqNkJMkWPWMimK10glSthDOws5zAY2pJhLj29g7ZkNJhy8A1N8TDvO7WdjXvS7OzP4xtD0fWoj1hsvOub/O5Xd7LgHZfxpks/S1+ujF9pfyRkkYjY9GaKDOSDjZA6mmK89+S5dKYKbO3NMrcxRmMsjG8MnQMFejJFzlzUTKpQYvWGbuC1Nf3VJMWa0RNTeT5kWwdVqVEppaYDDQSmsGjIxqnsYrcnXSQWtqtJdBBUADTGcNZRzaTyLm3JKPMaY1x82nxe2jXA01v6gxr4dREijkUi6rAnXcQnqMHreobW+hC+gR19OXKuR871yW/r56jZCbb05PF8iIRsLIIONVvwuHPNLt5+dCuzk9F9ltHFQjZvnt/ECXMbyJfKrHxpF6/8+EbW//Y+Tr7wOuac+1EypWA1gmMHGxb1Z0pBAaJoiIhjsaS1jvlNcZ7fMUBzIkyp7AcFjKhMicRC1eH+4+ckebkrTdkzFCr7BAzVExgKnHxjqssVQdf4K6VmHt10aAobWq/eEAsq+a3vTDOQKxF2bBxbKFZGDBJhB4TqxjaxkM3J7Y20NURYMruOS05r532ntrOwuY6IY5HKuxRKZcKORVe6wJ50gVl1YRzLpj5iky6W+d32AfKuT2woCDAGEaGpLkLZ81m9MbgTH2lTHUuEVDbHC//xFdb/9j4u//QXeculn6Q+GmKw4GIJuF4wZWEAx7bwTLDvQDpfZlY8zM7+PH3ZUvV8tRJRh229WV7aleJ321Ps6M9z30tdrN2douwZ5jXGyBSDSoqZQpl5jbFqIKBr/JVSM42OCExxQ+vVbSso/5sulOl2i5UO3+K0BU0YDAtnxYiHnX2Wsi1dOAugOl9+0rwGFsyK8+TmPtKFEplCGddAMhai6PrEIzYRx8L1IZ13yRRcGirvLZR9GmMhRCAesdm0N1iiN9IyulIhyx1//8dsfvZRrvzc33DGe65gV1+eXf15cq5XXbbo2BbxsE3B9YiHbOY0xMiWyuRcj3jEpjcbTEnUTotAsIxx10AegLqIzRmLZrFmWz8b9wyyN13k1AWN7B0ssnsgR0MszJKWhK7xV0rNWBoITHENsRCXnd7Os9v6KJYNjiXMiodpiodpTUYYLJSDksIG/vS84/YpSFQs+/zXk9urRW/8ylLSJa1xOlMWO/r6qI+GKLoeDfGgXPDO/hxZoVqHwPU8yn6wI2FLIkKm6DK/KY5tWdXPqV3Pv6e7lysuu5aX1jzND3/4Qy76wJX8en0XT7zaS7ZYJmQJESfY3jhb9HDLwWcfN6c+SGYE4qEgOdL3YXYyTF/WrU4PAOwdLGAq5X3nN8Wpj4ZYurCJjXsH2dKd5aVdAyxqjmO11GGMoT9X0jX+SqkZSwOBaSDYBVBYMCtOXcTBtqSaHBdxbNJ5lx39uaBoT2WuHKiumf/1+j08uG4PeweLCNBaH+bUjkZ29udob4pXywUDLG5JEHFypHIlSp5PulBmbkOM5kSYQrlMyLZZ2FzHYMF93fB6ur+Xi99zHuvWreOOO+7g0ksvBSAedjhj8SzeeazN46/2sKs/DyIUXJ+hvY939ucIOcIJc5LEwg5zklFe7c5yzOx6nt0+QLpQIhEJYQx0DxZIRG2iIYd5jTHW7k6xeyAPCPGwjesZPnr2Qjpm1R1wjb/WAFBKTXcaCEwDAnQPlmhrCLL0h4tHbPakCqNWk9iTLrK4pY5TOhqJVu62d/Zn6cmUmNMQIzysAww5NolokJRnfJ9sySVcEBY2B8sEU/nS6+bZd+7cyfLly9m+fTs///nPOf/884Ggo127O82cZAzbEt59/BxWbdzL1t4c9VEH35hge2MDbsmnN+uSdz2SsRDtjVGypTJvWdjEtt4sO/tzpHMuZd9w4twGFrUkeGHnAG7ZUB8NVZIDHTpTee56Zid/8PYlNMRCI3bwI23drCMGSqnpSAOBacAArfURciWPZPT1gUCuVKalPsxINSSHiu20N8Wrz7meT2t9lNb6CJu7M5w0r7H6/JaeDK5nCNsWcxpiLGiOYyplixc215HKl143z/7qq6+ybNky+vv7WblyJe94xzuqrxXcIClwaAQjFrZpTUTpy5bIW8JA3qVU9mhvjDKvMU625PLMtj5Obm/kw2cvrBYvaoqHSUYdFjbH2bAn2JXw5a40btlUKxEOSUQcXM+MWjho+NbNQ/sEDNUmONyVB5VSaiJpIDANREM27U0xtvbmqkPkr5UadrEti/lN8dfd+Q7djQ8V28m7Hpu7M5Vh9CD5cGfOZWvvIPOb6uhMBZn6OdfDFuGoxtd21kvlXJ7b3sdFp7bvc9e8du1aVqxYQalU4me/XMkZZ57xurbDa1v2ul5QEnlxSwJjDLmSR+dAnmQsRLZUxhgBY7js9HZmJ6N0NMVftxHTfS918uLO1D6Fg4Zkii7zGmPMbYiNWjhoeCVCCAKVI1V5UCmlJpIGAtNANGTzloVNWCJkimV2D+QxUN34JxFxOG1B44iBAASdXN71eGpLH67nV4fR66Mh8q6PhbC1J8PW3hyWCK31EY5qTRAN2WSKZWyBMxY1U3DL+3SszzzzDOedfz5YDn/wd7fxTLaJZx7etM8Q+/Ate4OCPxKsAhDBUOa0hU0c21ZfLfrTPVjcpzrh8Pn7s49qYd3uQTLFMvXREJ7v43qGfCVYWNKaGLVw0PDgaDitPKiUmm40EJgCxpKwNrSMMBKyOKo1UV1SNzDCUP2Q2rvxzd0ZXM/fJ/segpUAJ8ytpz9bQkToaIpXNy3yfJ9oyGIw77KjP0tLXaTazkcffZT3vOc9hOJJPvkPt3H8sceMOsReu2VvYywMGMq+T64UJB8uaU0QqlQ+HEvBn4ZYiA+fvYD1nSle3TtIphgEPPVRmxPmJqs/80jnGT5VMZxWHlRKTTcaCExiB5Ow9ka2vR26G39x1yjD6JViOy2JKE9u7qvWCciWXPqzLgO5ErlSEKSs70rT3hjnpPYk7rbn+PCVH6S5bR5/8I3vc9xRi6rnHGmIfXjboyGLPekCx7bVs6Q1Qaymwx1rwZ+IY5OIOMTCDh2z6gjZgojQm3V5aksfi5rjI46SDJ+qGE4rDyqlphsNBCapN5KwVrtef6xL3s4+qoX1nWkyhXI1EPCNIVMoE3KEjllxssUyZd+n7Fu8sDNF3vXwPB8jQti2iIZssqUynu/x4zt+wv/83y9w/Akn8IG//FeO6mjH9fzqsP5QBb/hQ+y1bd87WOBnv9uN6/uEa0r/HkzBn8df7aEtGSXnepTKPmHHwRIhEXHoSuWJh6xRR0lqpyqG08qDSqnpRgOBcZLKlRjIB7v+NcTDBzz+UBLWhjqpoWHuAw2jf+itC9m4Z5BU3g22Bwaa6yKIwJObeym4Hpu7s8xtiFH2fXw/GG4olYPvI07Qwfc99xC//ME3WHD8yfzZd37IrrzDy13pavIhBDkLQ3f5xkAqX6Lg2tWgJRqyWTCrjo++bdFBjW7UGprnb2+K01ofZXNPZp+8iaNaE9RHHSLOyBW2a6cqWhOvBWFaeVApNR1pIHCYjDSPX3A9Xu3OcPezO3l+RwojIAZOX9jEh89eSEfNkr3h5xqesFZ7V72/hLWh6YTndwxQ9oNKg6d0NO63A52djHLRqe28uDNFU10YzzM8u6O/uv6+O1OkMR6iWPYoln3iIZv+vIsFlH2D7RtYdz+P/883mXvCUv782//BtoywbtcA0YhNMvraKobOVIGeTFBnYHP3ILf9ditO5a6/tqN/I6MbtdcPgsApFrY5aV7DPsmGIdti90B+1Hn+NzLNopRSU5UGAodopHn8xS1xQHhuRz8Pr+/G9XzmNUaZnYzhG8OzW/t5uSvN199/Mq2JyIgBBLyWzV+7pA+Cu+qhGvy1HVkq7/L9R7ewae8gAzm3Os+9vS/H+s5B/uDti1/XiQ0FMKcvaGJLT450waU7XcQtGxJRh1TeJVf0OG5Okh19OQZyLoSEurCDbQd1/TtX38Gu+7/H4tPfye994uuEY3E69/ZRH3Pw/H23/E1GQ/RmC9z7wm6Omp1gXmN8v9Meb6Si30jz/LXTEmNNOHyjgYhSSk0lGggcglTe5YePbSVTLNOWjFaX0/3kmV24nk9/vkS64BJyLDbsybBhb4bW+iiOBXszPjf89AVO6Wiqnm/ojlMIOuhUrsRzO1P7LOnzTbChTqHk0Z0p7tNB/Xp9F6s3dtOdKZLJu4hYGOOTiIXoTBVY2Bzj0tM7qm0fPnJwTFsC1wvx+KZeYhGbwYJLa30Y3/dJREIsbkmQzrtki6VgaZ8R9j7yQ3Y99COOPus8zvv018iVwfcNPYMlzj1+Ns/vHCCdd0lEnWr7+zIlskWPU+Y3Vjvqw7lO/3DO82sAoJSa7iZ1ICAiFwDfAWzge8aYG4e9HgF+CLwF6AWuMMZsHY+2pfIutzy8id9tH6Au4rBhzyDzGmOUyj6WCHsHi+xJF2iIOeRLPgCeZ9iTLhB1hFzJZ3eqQDIa5rQFTYQdi99tH2DlS1201kfY1Z/j4Zf3EA07LJxVV72r9nxDb6ZIruTx7fs3cNTsBCfNS3L6giZ+9txutvRksUSIRxwEwWCRK3psKWT52XO7ec/J8yiW/erIQaboVTvo7X055jfFObmjgXkNr23N25vZi1+pHtjRXEfXQJ6GqM3zP/kXdqz+Ce1vfS/n/eFfky8HW/z2ZIu01odpjIc5c1HzPnP0vh9sV7ywOTZiVv7hWqev8/xKKTU2kzYQEBEbuBlYAewEnhaRe4wx62oOux7oN8YcLSJXAv8AXHGk2zY0EvDs9n7akkF9f98Ydvbn2NGXC4a1DcGWu2XwDdi2RdkPdtMTKsPUns8re9O4vs+b5zeytTdHf7ZENGTz5o4m1ncNMph32dydYUmlNsArXWkguHvPux5N8TDrOwd5cecA6zvTCOyz3E4QYiGbbMnl5c40qXyJ327qYc3WPiJOkK1frUJYKPP8jgHqow6LmxPVjnpeY4zOVIFkNERzXZjuVI51d/wjOx67l/a3X8aZV36OfNlgWxaJiEMi4jC/KR5shTxsjt71fJ7c3IcI1UCj1uFap6/z/EopNTaTNhAAzgQ2GWM2A4jIj4GLgdpA4GLgq5Xv7wJuEhExxoxUVv+wefzVHgaLLomIU93kxxKhLuJQ9gx70kWa4iEMhmLZI2QHpXNN5biSZ4iFgnlq40Oh5PPE5l5CtsWchihd6QILm+O0N8YplX32DObZ2psNtuANOyyYVUfYsSiWS/jG0JaMsm53P6m8S3NdZMQ2x0LBfH/PYIEH1+0hbFv71OC3REjGQvgmGHHoSudpbwySGZe0JujJlEgXSrgll913/wObn3iA437/WjqWX4MBIk5Qxvi0BUFi4uOv9uwzND80R+96PtlSmaNnJ0YMBA7nOn2d51dKqQObzIFAO7Cj5vFO4K2jHWOMKYtICmgGeo5Uo2p3y9u4J1Ot4AdgixCygzK/lhUhGrIpukGmetn3sQR8gpEC1wuS8SxLCDvChj0Z3tTeiCWCIdhIKGQLs+qCzX/6skUcS2iqi1Tv4IXX7qobYxGEYHVBxHl9Z1f2fEK2kCqU6R4sMbcxNuLPl4yFGMiXwJjqsHqsUsJ4zaudrLzpz9n94mNc+H/+jI9/5o85paOJhqiDYd/59NGG5nuzReY3xl5XwXDIkVinrwGAUkqNbjIHAoeNiHwc+DjAggULDulctWvza4fMAWzLoqkuQnemRK7ksmBWHa92ZyiWPcDgG8GSINPesoWWujCeEazKELwxVDv4eNgJzj9QIBkLYVmCGarBz2ub51QDgbowEcfC83xcERzbQggCirLn4/mGpniY1kQEM9p+xBWOZXHJae282p2tDqsX8xmeuvWLdL70ON/+l5v55Cc+ccCs+9GG5j+4tINfPN+p8/dKKTUJTOZAYBfQUfN4fuW5kY7ZKSIO0ECQNLgPY8x3ge8CLF269JCmDWqXptUOmQ/t+NecCON0C4WSz7FtMSyBbb1ZBgtlLAGxIBF1aK4L4xuhMRbCqQQCIq+V9Q3ZFktaEvRkigzkSliAZfG6GvxDIk6wDXBPpggIbtkLTmgMjm1hWxbvOq6Vjll1zE5ESBfcSl3/faULJWbXR+iYVccxbUnOOW42XXt7uPzSj/LSM89w++2386EPfWhM12p/Q/M6f6+UUpPDZA4EngaOEZHFBB3+lcDVw465B7gGeBz4APDQkc4PGL407czFs6rr/A2QLZQ5/01zSOdd9qaL1EVsZtVFqAvbeCboHDtmxdncncX1PJoTdeRLPh1NcboHizTVhVjSEnTwsbDNmYuaeWZ7Lxgbg9lvDf4rzljAL1/czZ50EUNtwiC0JSNc/44lREM2y09s465ndo64ZXGpbLjolLZqh53q6+Hi95zHyy+/zF133cUll1zyhq7Z8NEDnb9XSqnJYdIGApU5/88AKwmWD37fGLNWRP4WWGOMuQf4d+B2EdkE9BEEC0fc8Pnvk+Y1cFRrgq50nvpIiI++bREAqzbs5YWdKY6fY9jRl2N7X4542Mb1DKcvbML4wZI9x7Y4pq2OwXyZ2clIdYtdzzekCiVObm/isre0U3C9/dbgv/CUebzzuFb+8/FtrNnaVy2os3TRrH0qGS47oY1tfblKWeFgV0FjDHURh5PnN7LshDYAduzYwfLly9mxYwe/+MUvWLFixWG/lhoAKKXUxJIjfAM96SxdutSsWbPmkM9TW1Fwf0PbtaWH0wWX1Ru62bQ3g21ZiMCxbQlO6Whkdn2UYtk/4DnH+rkH2tugtqCQ6xtCw0oRb9q0iWXLljEwMMC9997L29/+9kO+ZkoppSbMqNlhGggcopH2GDjU94zlnG/kc8d6npdeeokVK1bgui73338/p59++hs+v1JKqUlh1EBg0k4NTBVvtBb+/t4zlnMeriH14ed5+umnueCCC4hGo6xatYoTTzzxkD9DKaXU5DXyPqxqRlq1ahXLli0jmUyyevVqDQKUUmoG0EBAAXDfffdx/vnn097ezqOPPsqSJUsmuklKKaXGgQYCip/85CdcdNFFHH/88axatYr29vaJbpJSSqlxooHADPeDH/yAyy+/nDPOOIOHH36Y1tbWiW6SUkqpcaSBwAx28803c+2113Luuedy//3309jYONFNUkopNc40EJihbrzxRj7zmc9w8cUX84tf/IK6urqJbpJSSqkJoIHADGOM4ctf/jJf+tKXuPrqq7nzzjuJRqMT3SyllFITROsIzCC+7/PHf/zH3HTTTXz84x/nlltuwba1vK9SSs1kOiIwQ5TLZa6//npuuukmPv/5z3PrrbdqEKCUUkpHBGaCUqnEhz70Ie666y6++tWv8pWvfAWRUatNKqWUmkE0EJjmcrkcl112Gffddx/f+ta3+JM/+ZOJbpJSSqlJRAOBaSydTvO+972P1atX893vfpePfexjE90kpZRSk4wGAtNUX18fF1xwAc8++yw/+tGPuOqqqya6SUoppSYhDQSmoa6uLlasWMHGjRv56U9/ykUXXTTRTVJKKTVJaSAwzWzbto3ly5eze/du7r33XpYtWzbRTVJKKTWJaSAwjWzcuJFly5aRTqd54IEHeNvb3jbRTVJKKTXJaSAwTbz44ousWLECz/N4+OGHOe200ya6SUoppaYALSg0DTz11FO8613vwnEcVq9erUGAUkqpMdNAYIr7zW9+w7Jly2hsbGT16tUcf/zxE90kpZRSU4gGAlPYL3/5Sy644AI6OjpYvXo1ixcvnugmKaWUmmI0EJii7rzzTi655BJOPPFEVq1aRXt7+0Q3SSml1BSkgcAUdNttt3HllVdy5pln8tBDD9HS0jLRTVJKKTVFaSAwxdx0001cd911LFu2jJUrV9LQ0DDRTVJKKTWFaSAwhfzd3/0dn/3sZ7nkkkv4+c9/Tl1d3UQ3SSml1BSngcAUYIzhS1/6EjfccAMf+tCHuOOOO4hEIhPdLKWUUtOAFhSa5Hzf57Of/Sy33HILn/zkJ7n55puxLI3flFJKHR7ao0xi5XKZ6667jltuuYUvfOEL3HLLLRoEKKWUOqx0RGCSKhaLXH311fz0pz/la1/7GjfccAMiMtHNUkopNc1oIDAJ5XI5Lr30UlauXMm3v/1tPve5z010k5RSSk1TGghMMul0mgsvvJBHH32U733ve1x//fUT3SSllFLTmAYCk0hvby8XXHABzz33HP/93//NFVdcMdFNUkopNc1pIDBJdHZ2smLFCjZt2sTdd9/NhRdeONFNUkopNQNoIDAJbNu2jWXLltHV1cWvfvUrzj333IluklJKqRlCA4EJ9sorr7B8+XIymQwPPvggZ5111kQ3SSml1AyigcAEev755znvvPMwxvDII49wyimnTHSTlFJKzTBanWaCPPnkk5xzzjmEw2FWr16tQYBSSqkJoYHABHj44YdZtmwZzc3NrF69muOOO26im6SUUmqG0kBgnN177738/u//PosWLWL16tUsWrRoopuklFJqBtNAYBzdcccdXHLJJbzpTW/ikUceYe7cuRPdJKWUUjOcBgLj5Pvf/z5XXXUVZ599Ng899BAtLS0T3SSllFJKA4Hx8J3vfIfrr7+e5cuXc99995FMJie6SUoppRSggcARZYzh61//Op/73Od4//vfzz333EM8Hp/oZimllFJVGggcIcYYvvjFL/JXf/VXfOQjH+GOO+4gEolMdLOUUkqpfWhBoSPA933+8A//kFtvvZVPfepT3HTTTViWxlxKKaUmH+2dDrNyucw111zDrbfeyhe/+EVuvvlmDQKUUkpNWjoicBgVi0Wuuuoq7r77br7xjW/w5S9/eaKbpJRSSu2XBgKHSTab5f3vfz8PPPAA3/nOd/ijP/qjiW6SUkopdUAaCBwGqVSKCy+8kMcee4zvf//7XHfddRPdJKWUUmpMNBA4DHzfp1Ao8OMf/5gPfvCDE90cpZRSasw0EDgMmpqaeOKJJ7Bte6KbopRSSh0UTWc/TDQIUEopNRVpIKCUUkrNYBoIKKWUUjOYBgJKKaXUDKaBgFJKKTWDaSCglFJKzWAaCCillFIz2KQMBERklog8ICIbK/82jXDMqSLyuIisFZEXROSKiWirUkopNZVNykAA+Avg18aYY4BfVx4PlwM+aow5CbgA+CcRaRy/JiqllFJT32QNBC4GflD5/gfAJcMPMMZsMMZsrHy/G9gLtI5XA5VSSqnpYLIGAm3GmM7K911A2/4OFpEzgTDw6pFumFJKKTWdTNheAyLyIDBnhJduqH1gjDEiYvZznrnA7cA1xhh/lGM+DnwcYMGCBW+4zUoppdR0M2GBgDFm+WivicgeEZlrjOmsdPR7RzkuCdwL3GCMeWI/n/Vd4LsAS5cuHTWoUEoppWaayTo1cA9wTeX7a4CfDT9ARMLA3cAPjTF3jWPblFJKqWljsgYCNwIrRGQjsLzyGBFZKiLfqxxzOfBO4FoRea7ydeqEtFYppZSaosSYmTVSvnTpUrNmzZqJboZSSik1nmS0FybriIBSSimlxoEGAkoppdQMNuOmBkSkG9h2hE7fAvQcoXOrgF7j8aHXeXzodR4fep2hxxhzwUgvzLhA4EgSkTXGmKUT3Y7pTK/x+NDrPD70Oo8Pvc77p1MDSiml1AymgYBSSik1g2kgcHh9d6IbMAPoNR4fep3Hh17n8aHXeT80R0AppZSawXREQCmllJrBNBA4BCIyS0QeEJGNlX+bRjjmVBF5XETWisgLInLFRLR1qhGRC0TkFRHZJCJ/McLrERH5n8rrT4rIoglo5pQ3huv8pyKyrvK3+2sRWTgR7ZzqDnSda467TESMiGiG+0EayzUWkcsrf89rReS/xruNk5VODRwCEfm/QJ8x5sbKH16TMeaLw445lmA35Y0iMg94BjjBGDMw/i2eGkTEBjYAK4CdwNPAVcaYdTXHfBp4szHmkyJyJfB+Y4wGWQdhjNf5XOBJY0xORD4FnKPX+eCM5TpXjqsn2E01DHzGGKO10MdojH/LxwB3AO82xvSLyGxjzIg72840OiJwaC4GflD5/gfAJcMPMMZsMMZsrHy/m2BL5dbxauAUdSawyRiz2RhTAn5McK1r1V77u4BlIjJqLW01ogNeZ2PMw8aYXOXhE8D8cW7jdDCWv2eArwH/ABTGs3HTxFiu8ceAm40x/QAaBLxGA4FD02aM6ax83wW07e9gETmTINp/9Ug3bIprB3bUPN5ZeW7EY4wxZSAFNI9L66aPsVznWtcDvzqiLZqeDnidReR0oMMYc+94NmwaGcvf8rHAsSLyWxF5QkRGrLI3EzkT3YDJTkQeBOaM8NINtQ+MMUZERp1nEZG5wO3ANcYY//C2UqkjS0Q+DCwF3jXRbZluRMQCvgVcO8FNme4c4BjgHIKRrVUicrJO02ogcEDGmOWjvSYie0RkrjGms9LRjzjUJCJJgrm/G4wxTxyhpk4nu4COmsfzK8+NdMxOEXGABqB3fJo3bYzlOiMiywkC33cZY4rj1Lbp5EDXuR54E/BIZXZrDnCPiFykeQJjNpa/5Z0E+S4usEVENhAEBk+PTxMnL50aODT3ANdUvr8G+NnwA0QkDNwN/NAYc9c4tm0qexo4RkQWV67flQTXulbttf8A8JDRzNeDdcDrLCKnAf8GXKRzqm/Yfq+zMSZljGkxxiwyxiwiyMXQIODgjOX/Gf9LMBqAiLQQTBVsHsc2TloaCByaG4EVIrIRWF55jIgsFZHvVY65HHgncK2IPFf5OnVCWjtFVOb8PwOsBNYDdxhj1orI34rIRZXD/h1oFpFNwJ8Coy7JUiMb43X+RyAB3Fn52x3+P1d1AGO8zuoQjPEarwR6RWQd8DDwZ8YYHUVElw8qpZRSM5qOCCillFIzmAYCSiml1AymgYBSSik1g2kgoJRSSs1gGggopZRSM5gGAkpNgMoOc1+d6HZMFBFZVLkG1050W5Sa6TQQUOowE5FrK53cSF//O8p7FonIV0XkzePcXFUhIpeIyFcmuh1KjTctMazUkfM1gq1Raw1tjBIDyjXPLwL+GtgEvHDEWzbxthFcA3eiG1LjEuDDwN9OcDuUGlcaCCh15NxvjHl0pBeMMTN6q9lKOegZcQ1EJAYUdbMxNVnp1IBSE6A2R6AyT/5w5aXba6YRrq28/oiIbBKRo0VkpYhkRWSviNxY2blu+Lk/WNlmNSciaRG5V0ROHnbMbBH5NxHZJiJFEemufM45B3PMfn6+T4jI8yKSqbRhnYj8dc3rI+YIiMjbReRJESmIyHYR+bKIXFc5dlHNcVtF5EEROaOyrWxeRHaIyJ+O0JbPi8jqSvuLIvKyiHxBKjv8DF1jgr0r7NqpnP21taYdt9U8HpoWWi4i3xKR3UAWSFZeP11E7hGR/kqb14jIJQe6nkodSToioNSR01DZ3KRWvzHGG/bcKuDvgC8D/wo8Vnn+sZpj6oEHgV8RbGJ1PvBFYAvBpkAAiMgXCPYHuJtg2+sE8CngtyKy1BgzNFVxJ3AqcDPwKjALeCtwGvDIQRzzOiJyHXBrpQ3/CghwHPCO0d5Ted8pwP1AP8G0Sgn4GEFHOpIFwM8rP+d/AlcA3xSRtcaYlTXH/SnB7p93EUzHrCC4Rk28tp34NwhujH6P1zazOhT/BAwC/wDEgZKIvKPy862rfF6BYC+Su0XkamPMfx+Gz1Xq4Blj9Eu/9OswfhHsK29G+Tq+cowBvlrznnMqz314hPM9Unntk8Oefw54uuZxB8Gc+zeGHdcG9AE/qjxuqJzvz/bzMxzwmP28927gpQMcs6hy/mtrnvsZUAQW1zzXUmm7ARbVPL+18twFNc9FgD3AncM+Kz7C538PyACRmuduA8pjaeuwdtw2wu/+GSBU87wQbIazCrCHPf8oQe6ITPTfrn7NzC+dGlDqyPkTgrvP2q/tb/BcLkHnVes3wJKax5cRjPL9t4i0DH0BHvA48O7KcXmCu+1zRhix4CCOGc0A0CEiZ4/1DSJiE1yfe40xW4aeN8b0AD8a5W1bjDH31RxbJNjCt/aaYIzJVT7DEZGmys/zCFBHMFJxJPw/E+x7P+QU4HiCn6Wp5nfTDPwSmE+wLa5S406nBpQ6ctaYUZIF34BdJthqtVY/wXD9kKGO5MVRzuEDGGNKIvJ54NtAl4g8A9wH/Jcx5pWxHrMfNxIEHY+JyHbg1wSjBL8wxoy23elsglUEG0d4baTnIFh5MFw/sM8STBF5D/AV4C28/v95jaOc+1C9Ouzx0O/m1srXSGYDB7q2Sh12GggoNTUMzysYydAI34UEQ+yjMsbcJCL3ABcBywjm0b8kItcbY24f6zGjnPsVETmeII/hvMq/1wG/EpELzeHLnh/tmtQmAb6NII/gceDTwC6CkY7TCebvxzIqur+92u1Rns8Pezz0OV8Gnh7lPS+NoS1KHXYaCCg1OeyvsxmrTZV/dxhjDliLwBizHbgJuElEmgg6y78lSL4b8zGjnDsP/C/wv5Xs/L8nSG58B8GUxnB7CTrPY0Z47VCGzD9I0PEvNzVLNkVkyQjHjvY76K/821j7pIhEgLljbMfQ7yZrjHlwjO9RalxojoBSk8NQZnzjIZzjJwRZ8X8zyrLC1sq/cQnWtlcZY/oJEt8ax3rMaESkedj7DEFiI6O91wQrKR4A3isii2vO1QJcvb/POwCfoIOv3rmLSBT47AjHZgmWDyaGtS0NdAPnDjv+k4w+IjDcswRTHJ8XkcbhLw79bpSaCDoioNTksJ7gjvjTIpIn6JSerE2cOxBjzBYR+XPgW8BTIvJToIdgmd0FBEPP1xLcYT8sIncRLGXLAO8kGML/18rpxnLMaB4QkW7gtwRD8R3AHwJd7GfZIUFlxfOBR0XkZoIEyY8RBB9NvLFRk3sIkjYfFJHbCZZhXsPIxYyeqfz7LyLyIOAZY35cee7fgL8Ukf8gSEhcSpAH0TOWRhhj/MqyyvuBdSLyfYIchzaCJZknAke9gZ9PqUOmgYBSk4AxJisi1xAMu99K8N/mdQR1Ag7mPN8WkQ3A54G/qJxnN8EStaEktR0EQ/vvJlh7bwGbK+/554M4ZjT/ClwFfIZgGeIe4BfA3xpjUvtp+3Mich7w/xEEBV0ENQzyBLULDroSoTHmNyLyEYK5+W8RTEHcBqwm6JRr/SdwFnApQbAgwFAg8A2CpYxXEKz9f5ggb+KRg2jLb0XkTOCvgI8TjI7sAZ7ntXoGSo07GT2JVymlJp6IfIeg40yY1xdjUkodIs0RUEpNGsPzEipz5x8BVmkQoNSRoVMDSqnJZJOI/Iggsa4d+D8E8/q6I6BSR4gGAkqpyeSXwAcIluWVgTUEZZd/O6GtUmoa0xwBpZRSagbTHAGllFJqBtNAQCmllJrBNBBQSimlZjANBJRSSqkZTAMBpZRSagbTQEAppZSawf5/3jDhFxsZGAkAAAAASUVORK5CYII=\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "name = 'kp3726_unitvelo'\n", "fig, ax = plt.subplots()\n", "ax.scatter(adata.obsm['X_umap'][:,0], adata.obsm['X_umap'][:,1], \n", " c=c[adata.obs_names].apply(lambda x: adata_paper.uns['leiden_sub_colors'][x]), \n", " s=100, alpha=0.3)\n", "ax = pv.ana_utils.velocity_plot(adata.obsm['X_umap'], adata_utv.obsm['velocity_umap'], ax, 'stream', radius=0.8, lw_coef=100, arrowsize=2)\n", "ax.figure.set_size_inches(8,8)\n", "ax.set_xlabel('UMAP 1', fontsize=15)\n", "ax.set_ylabel('UMAP 2', fontsize=15)\n", "# cbaxes = inset_axes(ax, width=\"3%\", height=\"30%\", loc='lower right') \n", "# plt.colorbar(scatter, cax=cbaxes, orientation='vertical')\n", "ax.spines['right'].set_visible(False)\n", "ax.spines['top'].set_visible(False)\n", "ax.text(-1, -3.5, 'Early EMT-1', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-4, -5, 'Pre-EMT', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-5, -3, 'Endoderm-like', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-4, 0, 'High plasticity', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-2, -1, 'Lung mixed', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-6, 2, 'Gastric-like', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-4, 3, 'AT1-like', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-6, 6, 'AT2-like', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "plt.savefig('/home/wangkun/modelcomp_figs/'+name+'.png', format='png')\n", "\n", "\n", "fig, ax = plt.subplots()\n", "scatter=ax.scatter(adata.obsm['X_umap'][:,0], adata.obsm['X_umap'][:,1], \n", " c=norm_time(adata_utv.obs['latent_time']), cmap='plasma',\n", " s=60)\n", "ax.figure.set_size_inches(8,8)\n", "ax.set_xlabel('UMAP 1', fontsize=15)\n", "ax.set_ylabel('UMAP 2', fontsize=15)\n", "# cbaxes = inset_axes(ax, width=\"3%\", height=\"30%\", loc='lower right') \n", "# plt.colorbar(scatter, cax=cbaxes, orientation='vertical')\n", "ax.spines['right'].set_visible(False)\n", "ax.spines['top'].set_visible(False)\n", "cbaxes = inset_axes(ax, width=\"3%\", height=\"30%\", loc='lower left') \n", "plt.colorbar(scatter, cax=cbaxes, orientation='vertical')\n", "ax.spines['right'].set_visible(False)\n", "ax.spines['top'].set_visible(False)\n", "# ax.set_ylim(-1.43,9)\n", "\n", "plt.savefig('/home/wangkun/modelcomp_figs/'+name+'_lt.png', format='png')\n", "\n", "\n", "from scipy.stats import spearmanr\n", "sigscores = pd.read_csv(\"/data/liangzhen/wangk_DianYang_tumor/data_for_modulescore/fitness_signature_scores.tsv\", sep='\\t', index_col = 0)\n", "kii = np.intersect1d(sigscores.index, adata_paper.obs_names)\n", "adata_paper.obs['FitnessSignature'] = np.nan\n", "adata_paper.obs.loc[kii, 'FitnessSignature'] = sigscores.loc[kii, 'FitnessSignature_NT']\n", "\n", "\n", "x =adata_paper.obs['FitnessSignature'][[i.replace('x', '-1') for i in adata.obs_names]]\n", "y = norm_time(np.array(adata_utv.obs['latent_time']))\n", "x[np.isnan(x)] = np.mean(x[~np.isnan(x)])\n", "\n", "a, b = np.polyfit(x, y, deg=1)\n", "y_est = a * np.linspace(-0.2,0.7,60) + b\n", "\n", "fig, ax = plt.subplots(figsize=(8, 8))\n", "ax.scatter(x, y, alpha=0.4, s=70)\n", "ax.plot(np.linspace(-0.2,0.7,60), y_est, '-', c='k')\n", "ax.set_xlabel('Fitness signature', fontsize=17)\n", "ax.set_ylabel('Latent time', fontsize=17)\n", "# ax.text(50, 0.9, 'spearmanr={:.2g}\\np_val={:.2g}'.format(*spearmanr(x, y)), fontsize=15)\n", "rho, pval = spearmanr(x, y)\n", "ax.text(-0.2, 0.9, r\"Spearman's $\\rho$={:.2g}\".format(rho), fontsize=15)\n", "ax.text(-0.2, 0.8, r'$p={}\\times 10^{}$'.format(*r'{:.2e}'.format(pval).split('e')).replace('^', '^{').replace('$', '}$')[1:], fontsize=15)\n", "\n", "ax.spines['right'].set_visible(False)\n", "ax.spines['top'].set_visible(False)\n", "\n", "plt.savefig('/home/wangkun/modelcomp_figs/'+name+'_cmp.png', format='png')" ] }, { "cell_type": "code", "execution_count": null, "id": "23b4755f-f0d6-4c1d-a126-b371740a1f6d", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 40, "id": "2edc4393-d91b-4174-a6d6-97d7a8ec804b", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "name = 'kp3726_velovae'\n", "fig, ax = plt.subplots()\n", "ax.scatter(adata.obsm['X_umap'][:,0], adata.obsm['X_umap'][:,1], \n", " c=c[adata.obs_names].apply(lambda x: adata_paper.uns['leiden_sub_colors'][x]), \n", " s=100, alpha=0.3)\n", "ax = pv.ana_utils.velocity_plot(adata.obsm['X_umap'], adata_vv.obsm['fullvb_velocity_umap'], ax, 'stream', radius=0.8, lw_coef=100, arrowsize=2)\n", "ax.figure.set_size_inches(8,8)\n", "ax.set_xlabel('UMAP 1', fontsize=15)\n", "ax.set_ylabel('UMAP 2', fontsize=15)\n", "# cbaxes = inset_axes(ax, width=\"3%\", height=\"30%\", loc='lower right') \n", "# plt.colorbar(scatter, cax=cbaxes, orientation='vertical')\n", "ax.spines['right'].set_visible(False)\n", "ax.spines['top'].set_visible(False)\n", "ax.text(-1, -3.5, 'Early EMT-1', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-4, -5, 'Pre-EMT', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-5, -3, 'Endoderm-like', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-4, 0, 'High plasticity', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-2, -1, 'Lung mixed', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-6, 2, 'Gastric-like', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-4, 3, 'AT1-like', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-6, 6, 'AT2-like', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "plt.savefig('/home/wangkun/modelcomp_figs/'+name+'.png', format='png')\n", "\n", "\n", "fig, ax = plt.subplots()\n", "scatter=ax.scatter(adata.obsm['X_umap'][:,0], adata.obsm['X_umap'][:,1], \n", " c=norm_time(adata_vv.obs['fullvb_time']), cmap='plasma',\n", " s=60)\n", "ax.figure.set_size_inches(8,8)\n", "ax.set_xlabel('UMAP 1', fontsize=15)\n", "ax.set_ylabel('UMAP 2', fontsize=15)\n", "# cbaxes = inset_axes(ax, width=\"3%\", height=\"30%\", loc='lower right') \n", "# plt.colorbar(scatter, cax=cbaxes, orientation='vertical')\n", "ax.spines['right'].set_visible(False)\n", "ax.spines['top'].set_visible(False)\n", "cbaxes = inset_axes(ax, width=\"3%\", height=\"30%\", loc='lower left') \n", "plt.colorbar(scatter, cax=cbaxes, orientation='vertical')\n", "ax.spines['right'].set_visible(False)\n", "ax.spines['top'].set_visible(False)\n", "# ax.set_ylim(-1.43,9)\n", "\n", "plt.savefig('/home/wangkun/modelcomp_figs/'+name+'_lt.png', format='png')\n", "\n", "\n", "from scipy.stats import spearmanr\n", "sigscores = pd.read_csv(\"/data/liangzhen/wangk_DianYang_tumor/data_for_modulescore/fitness_signature_scores.tsv\", sep='\\t', index_col = 0)\n", "kii = np.intersect1d(sigscores.index, adata_paper.obs_names)\n", "adata_paper.obs['FitnessSignature'] = np.nan\n", "adata_paper.obs.loc[kii, 'FitnessSignature'] = sigscores.loc[kii, 'FitnessSignature_NT']\n", "\n", "\n", "x =adata_paper.obs['FitnessSignature'][[i.replace('x', '-1') for i in adata.obs_names]]\n", "y = norm_time(np.array(adata_vv.obs['fullvb_time']))\n", "x[np.isnan(x)] = np.mean(x[~np.isnan(x)])\n", "\n", "a, b = np.polyfit(x, y, deg=1)\n", "y_est = a * np.linspace(-0.2,0.7,60) + b\n", "\n", "fig, ax = plt.subplots(figsize=(8, 8))\n", "ax.scatter(x, y, alpha=0.4, s=70)\n", "ax.plot(np.linspace(-0.2,0.7,60), y_est, '-', c='k')\n", "ax.set_xlabel('Fitness signature', fontsize=17)\n", "ax.set_ylabel('Latent time', fontsize=17)\n", "# ax.text(50, 0.9, 'spearmanr={:.2g}\\np_val={:.2g}'.format(*spearmanr(x, y)), fontsize=15)\n", "rho, pval = spearmanr(x, y)\n", "ax.text(-0.2, 0.9, r\"Spearman's $\\rho$={:.2g}\".format(rho), fontsize=15)\n", "ax.text(-0.2, 0.8, r'$p={}\\times 10^{}$'.format(*r'{:.2e}'.format(pval).split('e')).replace('^', '^{').replace('$', '}$')[1:], fontsize=15)\n", "\n", "ax.spines['right'].set_visible(False)\n", "ax.spines['top'].set_visible(False)\n", "\n", "plt.savefig('/home/wangkun/modelcomp_figs/'+name+'_cmp.png', format='png')" ] }, { "cell_type": "markdown", "id": "c1834676-9d3b-4b76-8ed7-ff6a9c63ddd4", "metadata": {}, "source": [ "## Cell Dancer" ] }, { "cell_type": "code", "execution_count": null, "id": "66ed86fb-61ba-44c0-a87b-8d49b7fe5e4b", "metadata": {}, "outputs": [], "source": [ "import celldancer.utilities as cdutil\n", "cdutil.adata_to_df_with_embed(adata_select,\n", " us_para=['Mu','Ms'],\n", " cell_type_para='leiden_sub',\n", " embed_para='X_umap',\n", " save_path='cell_type_u_s_kp.csv')" ] }, { "cell_type": "code", "execution_count": 3, "id": "7f84c2ae-bd7d-4301-a867-d8a2af90b265", "metadata": { "tags": [] }, "outputs": [], "source": [ "cell_type_u_s=pd.read_csv('./cell_type_u_s_kp.csv')" ] }, { "cell_type": "code", "execution_count": null, "id": "ea60f797-7ea7-494d-af3c-312c60673742", "metadata": {}, "outputs": [], "source": [ "loss_df, cellDancer_df=cd.velocity(cell_type_u_s,\\\n", " permutation_ratio=0.125,\\\n", " n_jobs=8)" ] }, { "cell_type": "code", "execution_count": 5, "id": "6c499adb-7118-4b05-885f-bcac1981014d", "metadata": { "tags": [] }, "outputs": [], "source": [ "cellDancer_df=cd.compute_cell_velocity(cellDancer_df=cellDancer_df, projection_neighbor_choice='gene', expression_scale='power10', projection_neighbor_size=10, speed_up=(100,100))" ] }, { "cell_type": "code", "execution_count": 25, "id": "bfe45a28-dd82-4b4d-b80c-d8aff166bb45", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Pseudo random number generator seeds are set to: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]\n", "There are 5 clusters.\n", "[0 1 2 3 4]\n", "There are cycle(s), forcing a break.\n", "--- 49.95508551597595 seconds ---\n" ] } ], "source": [ "dt = 0.001\n", "t_total = {dt: 10000}\n", "n_repeats = 10\n", "\n", "# estimate pseudotime\n", "cellDancer_df = cd.pseudo_time(cellDancer_df=cellDancer_df,\n", " grid=(30, 30),\n", " dt=dt,\n", " t_total=t_total[dt],\n", " n_repeats=n_repeats,\n", " speed_up=(60,60),\n", " n_paths = 5,\n", " psrng_seeds_diffusion=[i for i in range(n_repeats)],\n", " n_jobs=8)" ] }, { "cell_type": "code", "execution_count": 37, "id": "b2c4b9d2-a0a5-4e83-ad55-10538574411a", "metadata": { "tags": [] }, "outputs": [], "source": [ "pseudotime = cellDancer_df[['cellID', 'pseudotime']].drop_duplicates('cellID')\n", "pseudotime.index = pseudotime['cellID']" ] }, { "cell_type": "code", "execution_count": null, "id": "3b9c888f-5e07-458c-94ab-995e3cdbfd6b", "metadata": {}, "outputs": [], "source": [ "from celldancer.utilities import export_velocity_to_dynamo\n", "adata = export_velocity_to_dynamo(cellDancer_df, adata_select)" ] }, { "cell_type": "code", "execution_count": 30, "id": "31afbd87-923f-4820-9040-0efba1e9c094", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "computing velocities\n", " finished (0:00:00) --> added \n", " 'velocity', velocity vectors for each individual cell (adata.layers)\n", "computing velocity graph (using 1/64 cores)\n", " finished (0:00:01) --> added \n", " 'velocity_graph', sparse matrix with cosine correlations (adata.uns)\n" ] } ], "source": [ "scv.tl.velocity_graph(adata)" ] }, { "cell_type": "code", "execution_count": 20, "id": "8b1e60f3-bd78-4b44-86fb-0d8ca68c659e", "metadata": { "tags": [] }, "outputs": [], "source": [ "from matplotlib import font_manager\n", "import matplotlib.patheffects as pe\n", "c = adata_paper.obs['leiden_sub'].astype(int)\n", "c.index = [i.replace('-1', 'x') for i in c.index]" ] }, { "cell_type": "code", "execution_count": 21, "id": "7b3c4286-230d-4798-84ce-f2003a00a655", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "Text(-6, 6, 'AT2-like')" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# name = 'kp3726_scvelo'\n", "fig, ax = plt.subplots()\n", "ax.scatter(adata.obsm['X_umap'][:,0], adata.obsm['X_umap'][:,1], \n", " c=c[adata.obs_names].apply(lambda x: adata_paper.uns['leiden_sub_colors'][x]), \n", " s=100, alpha=0.3)\n", "ax = pv.ana_utils.velocity_plot(adata.obsm['X_umap'], adata.obsm['velocity_umap'], ax, 'stream', radius=0.8, lw_coef=100, arrowsize=2)\n", "ax.figure.set_size_inches(8,8)\n", "ax.set_xlabel('UMAP 1', fontsize=15)\n", "ax.set_ylabel('UMAP 2', fontsize=15)\n", "# cbaxes = inset_axes(ax, width=\"3%\", height=\"30%\", loc='lower right') \n", "# plt.colorbar(scatter, cax=cbaxes, orientation='vertical')\n", "ax.spines['right'].set_visible(False)\n", "ax.spines['top'].set_visible(False)\n", "ax.text(-1, -3.5, 'Early EMT-1', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-4, -5, 'Pre-EMT', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-5, -3, 'Endoderm-like', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-4, 0, 'High plasticity', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-2, -1, 'Lung mixed', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-6, 2, 'Gastric-like', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-4, 3, 'AT1-like', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])\n", "ax.text(-6, 6, 'AT2-like', fontsize=15,c='black',\n", " fontproperties=font_manager.FontProperties(fname='/data/public/font/arial/ARIALBD.TTF'),\n", " path_effects=[pe.withStroke(linewidth=2, foreground=\"white\")])" ] }, { "cell_type": "code", "execution_count": 41, "id": "cf4086a2-0f2b-4afc-98de-c349372d58c9", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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WFEi9dhGWkzeloEbTUNbNPsqZAwl5z0pmPDXvnZ2FEGXJuXZiI0uzr5quuGJ4LcKrBGR7/MHvria0kr8r4XR3XPUmoYz/qBNpyXbeH7mK569azOoZhzi9P56zRxLZtuw07474kyda/cbZwwkAhFby5+U1/Rj1WlsiawW6zqcUtBtUnedX9GHQo80K8MqFEEKIkiF9bpE+twWxc+UZXuy1zOM4TVe0H1id/8zpwf91X8KeNecwDWtJ32cnrye0ovX609LENE1eG/A725efznXRXeZuYK+u7e+2zvjCiSS+ffRf/vn5GIbDRGnOkgGbn0a3cfUY93Z7AkJ9ePf6P/n31+O5tg7TbIqI6gG8umFAtq+nYZicPZxAeopBeFV/giP8CuW1CyGEECVBFpSJAmnWrTLNu1dm9+o8eqcq54zg9c846zdP7omzlNiCcyHa2cOJZTa5VUrx6I9deWvoSnb+cQZNV9m+TpqusPlqPDGne64L6CJqBPLIrK5En0pm88KTJMWlExLpS/vBNQiu4ExEt684zYa5x/OMxbCbXDiRzOIP93Djy20uxqApqtSXjghCCCHKBylLEAWilOLx2d2o3yHC+fkl/0dpNoXNR+ORWV1peEXFjDHebcmb2y35siIgxIfnlvTikR+60uTqSq7XE17Vn+FPt+D9PUNofW01j+epUC2AnhMaMOjhpnQbV9+V2AIsmbzXcsuxJVP2YU+X3rVCCCHKJ5m5FQUWXMGPl/64Nvftd+9tTNWGF2cGG10RycaFJy3VovoG6lQrB31WdZtG5xtq0/mG2pimieEw0W2F995y18ozljsrJJxP5cyBeGo0DfM8WAghhChjJLkVhcLHT6fHbQ3ocVsD0lIc2NMM/INtaG5mafvd24QNv3reTUuzKXre1gD/YJ+iCLnEKKXQvdhEwQqHlzOx9rSc4w3D5NC/F4iNSsE/2EbDKyLxDZAfEUIIIcoW+ZdLFDpffx1ffz3X51v1qUqLHlXYtSoq1zpdTVf4B9m47jFZsW9FxbrBHNseY6k3m9JwbaQBzqR26cd7+e29XZw9dHGHtIBQH3rd0ZBhz7bIVgIhhBBClGZScyuKnaYpnvi5G02uruT8PGtNbcbis6BwX/5vaW8q1w0uoSjLll53NMTKXLBmU3QYUpOQSGeyajgMPrp5Nd88uIGzhxOzjU2OS2fhB7t5vvNiYs4kF0HUQgghROGT5FaUiMAwX15Y1psnfu5Gix5V8AuyYfPTqN4ohFv+14EP9w6hfofIkg6zzOh2Sz2CKviiPCy+Mxwmg7PMhs99Yydrf8zYCc7NrK/hMIk6lMAHI1cXZrhCCCFEkZE+t0ifW1E+HFh/nlevXU5qkj3H4jJNVxiGyR1TrqD3XY0A505x99b4mYQLaZbO/9qGAdRrH1HocQshhBCFSWpuhSgA0zTZ9WcUhzdHY5pQs3kYrfpUdbuQrqg16BTJaxsGMPf17ayecTjborEWvaow5MkWtOxV1fXYlkUnLSe2mk2x8puDktwKIYQo9SS5FSKf1s0+ysxnNnN6X7yrv69pQGStQG58sTU9xzco9piqNgzh7i+vYsw77Tm+IxbDblK5fjAVawflGHvuaJJrtzNPDLvJ+eOJngcKIYQQJUySWyHyYcmUvXx533oyV3FlTRDPH0vik9vXcuF4EiOeb1Ui8QVX8KPpNZXzHOPjp1lKbMHZYcHHL/cOGEIIIURpIQvKhPDSsR0xfHX/eucneVSs//DCVnb+eaZ4gsqHpt3yTn6zMk1o2tX6eCGEEKKkSHIrhJcWT9rrsSsBOOtUF364pxgiyp8aTcNo1r2ype2Nff11uo6rVwxRCSGEEAUjya0QXlo145ClrW4Nu8n6OcdIS7YXQ1T5M/ad9ug+CuVhAdyYt9sTEFK+dooTQghRPklyK4QX7OkGKQnWk1XTgIRoax0JSkL9DpE8s7g3gWHOxFVl3U9Dc7YQu+W9DvS9t3EJRSiEEEJ4RxaUiUKVGJPGqu8PE3U4Ad1H0aRzJdr1r46ul4/3UbpNoftoONItrsQC/INL94xn066VmXxsOGu+P8KqaQeJOZWMf4gPHYfUpOcdDalQLaCkQxRCCCEsk+RWFIr0NAfTntrIwk/24kgz0GwaYOJIN4moEcDt73aiyw11vD7v2SMJLP18P/vXn8ORblC9SRi9b29Iw44ls3uZUop2A6uz8bcTHksTNF3R8IpIAkNLd3IL4Bdoo+eEBvScUPzty4QQQojCJDuUITuUFZTDbvDG9X/w78ITebaWeuDLLvS6zVry5LAbfPP4vyyctAdNUxgO5/+mmk1h2E1a9qzCYz90IyTCrzBegle2LjvFq31XWBr74MyruXpU3aINSAghhBAu5eNesShRSz7fx4YFeSe2AJPv/pvzJ5I8ns80TT6duI6Fk/aAiSuxBVyzpTv/jOLla5eRklj8i7Va9a7qnOHMYw2W0qDjkBpcdWPt4gtMCCGEEJLcioIxTZNfP9hlcTAs+3Kfx2F7155jxVcH8uwhazhMDm+NZvEney1GWniUUtz16RVc91gzdJtCaWR8KDTd+XmvCQ145IeuaOWk1vjQxgvMenYzX078h++e3sSB9edLOiQhhBDCLSlLQMoSCuLYrlgebDnP8vgaTUKZtHNonmM+GLeav344YqndVqU6QUzePwzNQyurohIblcIfXx/g8JZoTBNqNguj54QGRNYMLJF4CtupvXFMHreGA+vPo9mUs5uCCQ67Sd12Fbh3ahdqtQgv6TCFEEIIF1lQJgokMTrVq/HxFzyP37TopKXEFuDskUTOHkmkSr1gr+IoLGGV/Rn6ZIsSuXZRO7UvjuevWkxyXDpAjr+To1tj+L8ui3l5TT9JcIUQQpQa5eOeqSgxQeG+hT4+PcXh1TnTkkrvJgll2ae3ryU5Lj1bzXNWhsMkLcnBlFvXFHNkQgghRO4kuRUFUrNZGFUbBOe5uCqTpiuuuamux3HhVb3oq6ogrIq/9fHCkmPbY9iz+myuiW0mw2FyaGM0BzZIDa4QQojSQZJbUSBKKQY90NRKbotpQt87Gnkc12t8A5SF/zM1XdG2b3VCK0pyW9g2zD2OplurY9Zsig1zjhVxREIIIYQ1ktyKAut/TxNa96nmMSG9e9IVVKwV5PF8vW9viI+fnm0rWHcMh8ngh5t6EamwKikmDWVxkZ5SkBSTXsQRCSGEENZIcisKzOaj8ezcnvS9s7GrNZbuo6H7OJOjsMr+PDz1avrd3djS+cKrBPD4D93QdOV29jAz6R31chva9q1eaK9DXBQU4YtpWFvUZ5oQHOFd7bUQQghRVKQVGNIKrDDFnk3hz+8OceZgAjZfjSadK9HpuprYfLx/H7Xn77N893+b2b7iTLbHazQL5cZnW3HN6HqFFba4xKm9cTza9FfL49/YPJA6rSsUYURCCCGENZLcIsltaXdqXxwH/r2AYTeo2iiURldEojzVLIgCe/Xa5exceSbPtmyaTdGgUyQv/9WvGCMTQgghcifJLZLcCuHOuaOJPHflIuLPp7pNcDWbIjDMl1fW9qNKg5ASiFAIIYTISZJbJLktiKS4NFbOOMShLdEYhkmtZmH0HFdfOhiUE+eOJvLZnWvZtvR0xtbCCtMwMRwmzXtW4a7Pr6RKfUlshRBClB6S3CLJbX6YpsmPr23jx9e2k5bqQM9Y+GUYJpquMei+Jtz2Znt0W961thdOJbHn73PYUx1UqhNEk6sqSclBKXRqXxzrfzlG4oU0AsN96TisJjWahpV0WEIIIUQOktwiyW1+fPX4Bua+tyvX55WCa0bW4dHpXdHctJQ6vjuWGc9vZt2co5jGxcerNgzh+ida0Of2huUyyTUMk23LTnN0WwwAtVqG0bpPVTRdGpcIIYQQhUGSWyS59dauv6J4qttiS2P/M6sbV99QJ9tj+zec5/neS0hLduTYAUspZ2upQQ825fZ3O5arBPfPaQeZ9fwWzh1NcrU4MxwmkbUCuenlNnS/tX4JR3hRzOlkzh1JRPfVqNE0FN8AW0mHJIQQQlgi/2IJr/02eTe6TeHIYxU9OHcQ+23S7mzJbWqynf8OXu42sQVnYgvw24e7adQxku5jSk/CVxDz3t7JjCc3uT7P+trPH0vi4/F/E30qmWFPtSiJ8Fx2rjzDr2/vZPPCk5ARon+IjZ4TGjL4iWZEVA8s0fiEEEIIT+ReqPDaurnHPSa24EzgdqyKIikuzfXYXz8cIe5sqtvENiulwS/v7KQ83FjYv/58tsQ2N989s5l9684VQ0TuLft0H//ttYyti0+5EluAlHg7iyft4en2CzmxO7bE4hNCCCGskORWeMXhMEhLcXh1TFLcxa1ZV3yz3+M2vQCmAUe2RnN8V9lPphZN2oNm81xeodkUiybtKYaIctq58gxf3vsPmLh942E4TBLOp/J6vxVe//0LIYQQxUmSW+EVXdcICPGimkVBUPjFrVnPHUvKtoDMk/MnkryIrvQxDJO/Zx3JcyME11i7yd8/HMFh9+ILVEjmvbXT7cK/rAyHyfljSaz76WgxRSWEEEJ4T5Jb4bWuN9VFtzgT2XFADQKCfVyP+QbqXl2rrC9kSk20Y0+znqw60k1SEuxFGFFO0aeS2bLopMdSEXCWiyz/dF8xRCWEEELkjyS3wmsD721irebWbjL4gabZHmvfr4arU4An/iE2GrSPyFeMpYVfoG6pDMNFOY8pTmcPJ2Srsc2LacDpA/FFG5AQQghRAJLcCq/VaxPB+Lc7eBw37NHmtOtbPdtj/e5uZGmGUNMV105oiF9g2Z651XSN1n2rWUroNV3RqndVbL7Fm9zqPt79GPC0MYcQQghRkuRfKZEvwx5tzkNfdyGiegAAuk2h+zgTuJBIP25/tyO3vdU+x3HVGoYy4umWeZ5bsykiqgdw/VN5jysr+t/XxFJCbzhMBjzQpBgiyq5GszD8gqy9idBsimbdKhdxREIIIUT+le1pMVGiet3SgO5j6rFx4UkObY3GNExqNg3jiiE18clj9nHMf9ui6YqfXtuGQmEYzsRPsykMu0mtZmE8O68X4ZUDiuulFKl2A6vTdWxdVs04nPvtfwVXj6pD+8E1ijM0APyDbPQY34Cln+z1uPDNsJv0vbdxMUUmhBBCeE92KEN2KCsp508ksfSLfWxfeYb0VAdV6gbTZ0JDWvWqWq52JgNw2A1mPLmJRR/twTBM1+szTROlKfrd25hx77QvsVv+548n8WTb30iMTiPrT4SsfwtKg47DavHIj13L3d+PEEKI8kOSWyS5FcUnNiqFP745wLHtMQDUbB5Oj/H1Ca9ScrPU544lMu2xjaz7+ajbNm26DqYDOg2vxf3Tu5T5DhZCCCHKN0lukeRWXL7OHIzn+S5LiL+QmmtJQkikLw/PuoYWPZ0z6ueOJRIXlYJ/sA9VG4V47I8rhBBCFKdyMQVz4sQJnnzySRYuXEhSUhINGzbk66+/pmPHjiUdmhBFLupQAiu+2M/x3XFoGtRpU4FetzekQrW8Z4NN0+R/I1blmdgCJESns37uceLPp/Hb+7vZ9/fFLYIr1gmi/32N6XdfY5nRFUIIUSqU+Znb6Oho2rVrR8+ePZk4cSKVKlVi3759NGjQgAYNGlg6h8zcirIoLcXBZ3etZdWMw2iac2GeAlCglKLf/Y255Z32aLr7Ot7df0XxQtellq6l6WA4nO3KLu38oDSo3yGS55b2JjDUJ5czCCGEEMWjzE+1vPnmm9SqVYuvv/7a9Vi9evVKMCIhip7DbvD2sJVsW3YKTFwJp5nxHxOThR/uISk2nYlfdna7AOyvmYfRbcrahhyOzN9zjjUNOLTxApNvWcMTc7oX5GUJIYQQBVbm+9zOmzePjh07cuONN1K5cmXatWvH559/nucxqampxMXFZfsQoixZPfMwW5eccrsAzMWEld8cZMfvZ9w+HXMmBYeF/rtWGA6TDfOOc2J3bKGcTwghhMivMp/cHjx4kClTptCoUSMWL17MxIkTefDBB/n2229zPeb1118nLCzM9VGrVq1ijFiIglv00R5L2/pqNsWiyXvdPucXZCvUxWCaTfH7lwcK7XxCCCFEfpT5mltfX186duzImjVrXI89+OCDrF+/nr///tvtMampqaSmpro+j4uLo1atWlJzK8qEhOhUbo/8yfJ4m5/GjOTROR5fPfMQH41d4+aIfFLQaVgtHp/drfDOKYQQQnipzM/cVqtWjebNm2d7rFmzZhw9ejTXY/z8/AgNDc32UVxM0yQlyU5aiqPYrinKl5QEu1fj7amGaxe4rK4cUZvgCN/sOzUUgFJg85G2YEIIIUpWmV9QdvXVV7Nnz55sj+3du5c6deqUUETuxZ5NYfEX+/jtkz2cP5EEQNV6wQy+rynXjm9IUJhvCUd4+UiMSeOP6QfZv/48pmFSvXEovW5rQMVaQSUdmiUhkX4ojbzrbbMICvdxW37g46dzz5edeWf4n4UTmAkNr6hYOOcSQggh8qnMJ7ePPPIIXbp04bXXXmPkyJH8888/fPbZZ3z22WclHZrLwc0XeK7/UuIvpGZLSE4fTuDLJzYw98NdvLrkWqo3lJKIomSaJrNf386Pr2zDnmagsiR8s17aSo9b6nP3x1fi66+XYJSe+QXa6DS0Fht+PZ5nf1pwtu7qdkv9XJ+v1z4CvyAbqYnezQa7o/to9Lgt92sJIYQQxaHMlyV06tSJX375he+++46WLVvy3//+l/fff58xY8aUdGgARJ9O5tl+S0mITss502aCacL5E0k823cpSfHpJRLj5WLaU5uY+fwW0lMNzIz2WZkfpgl/TDvI68P+wJ5ucUq0BA14qInHxBacCX3fiY1zfX7Rh3tIL6QSmeufa0lwhF+hnEsIIYTIrzKf3AIMHjyYbdu2kZKSwq5du7jzzjtLOiSXBZ/sITEmzW1/0EyGw+TssURWTJOV5kVl/4bzzHlnZ55jTAO2LD3F79+W/r+H5t2qcNN/2+T6vFKAgrs/60z1Ju7vCNjTHCz7fH+e/29aNfTJ5lz/bMsCn0cIIYQoqHKR3JZWDofBb5/ssZw8zJ+8u4gjunwtmrIH3eZ5sZPS4LeP9lAWmohc/2xL7vv2KirXy6gVzkhoAWo0D+M/c7rTc0Luu/SdP55EclzB7hYoDa69pxE3v97O7UYRQgghRHEr8zW3pVn8+VTizqV6HghgwvG9cTgcBnou26WK/Fs397ilnbhMA45ujyH6VDIR1QOLIbKC6TauPteMqcfOlWc4sSsOTYM6bSNodGWkx2SzMPJ304CWvaoW/ERCCCFEIZHkVlwWvF0wlRSXTkT1IgrGCw67wb/zT/DntIOcP56Ef7APbfpVo9f4BoRW8gdA0xQte1alZU/vksyIGoH4B9u8bi2WVUhFPzoOqZHv44UQQojCJsltEQqJ9CMk0o/4855nb5WCag1DZda2iIRE+BJ9OsXy+NCKJb8w6uj2GN4c8gdnjySi6cpV3rLzzzPMen4L495pz8AHmub7/L7+Oj0nNGDx5L35rru98cXW2HxLd3cJIYQQlxfJpIqQrmsMvLsxmm6tFvG6+5oUcUSXr25j6ln6e9B0RcueVQit6F8MUeXu9IF4Xui+lPPHnT2RsyafpgEOu8k3D//Lwkl7cjuFJQMfaopvgG5pK99MWkbt8ojnW9F3YqMCXV8IIYQobJLcFrFBE5sQFOaTZ2Kl6YrIGoH0viX3xT+iYPrdk3s7rKwMh8ngB/M/G1pYZjy9ieT4dI8zqtOe2EjCBYt13W5UrhfM0wt64hdkc///qALfAN21UE33UXS+oTYvrbqWkS+1lkVkQgghSh1lloVl4UUsLi6OsLAwYmNji2Qr3gObzvNcv6UkxqTn2AZVaRBZPZBXl/SlRmPZxKEoLf/6AJPv/BtF7oupBj/YlPHvdijRpC36VDIT6/xiqVRAKRj7Vnuue7SZx7GmabLj9zP888sxkmLTCAr348oRtWjWrTLnjyexdMo+ln66j8ToNAAq1g6k//1N6HVHQwJCbKQkOvAP0tGkdEYIIUQpJsktRZ/cAsREJbPo8338NmW3q/azUq0grru/KX0nNCS4QsnXeF4O/pl7jKlPbeTk3njnlrTKOVsbVtmfEU+3ZNADTUp8NnLND0d4f/Rqy+PbDajO0/N7Znvs8OYLLP98P8d3xaHpEFkjkJ1/RnH2cCK6TWGazsTYYTep0SyUh767hjqtK2A4DBJj0tF0RWCYT4l/LYQQQghvSXJL8SS3mUzTJDnBjlLgH2ST5KEEmKbJzj+jOLDxPIbDpHqjUNoPrIHNp3TMSP7x7UE+nvC35fHNulXmpd+vBZxdHj4YvZrNC0+i2ZSlXcw0XeEboPPfNf2o3TI8v2ELIYQQpYJ0SyhmSikCQ3xKOozLmlKKFt2r0KJ7lZIOxa2I6gGWx2q6omItZz/etBQHr/VfwYH15wEsJbbgnLlOS3bwye1reW1df+8DFkIIIUoRSW6FKAUcDoMti09xZHsMhsMkqIKvq/Y1L4bD5NzRJN4atpKkuDT2rjuHyse9GMNhcmD9eQ5tukC9dhH5eAVCCCFE6SDJrSgVDm65wG+f7mHjkpOkpTioXCeIvrc1osfoegQEl++Z7uVf7ef7F7YQfTLZ1bHAcJhoWCtZ2bU6CrIktJl/9LbgRdMV//56QpJbIYQQZZokt6JEORwGnz78D/On7EG3KdcWuTFnktmz7hzfPreRl37tTZMrKpVwpEVj9mvb+O75La7Ps/WzzUhTlac0NZeZWhPvElylKZLj0r04QgghhCh9JLkth84dTyQmKgX/YBvVG4Y6uwIUoQunklg29QDH98ai6RqNO0bSY3R9S7XFnz+2nvmfODcicGSpEc1c5pgQk8bTfZfwwdrB1GoaViTxl5S9a89mS2wvlTXN9ZjgZqXINeHNi2mYhFaSrh1CCCHKNumWQPF2Sygqpmny189H+OX9nez6+6zr8cq1A+k8pDYtrqlCaKQfTTtXwi+gcN7TpKc6mPLQOpZ8vR9MXLtcORwmfgE6Y19oy/WPtsi1I8SpA3Hc3uQXj9fRdMU1I+rw1MzuhRJ3UTIMkz1/n+XCiSR8/HWadqmU625n749ZzZqfjnhc+KVpCox8BJNxWstpsYIP9w2hSv2QfFxMCCGEKB1k5rYcME2TTx/5h3mTdufYZSrqaBLzJu1m3qTdAASG+tD/9kaMerYNweG++b6mw27wyg2/s2HxCczMxCtLApaa5ODLJ/8lISaNW//b3u05Fny6F01XHjcrMBwmq38+QvSZZCpUsd5JoDgZhsmiKXuY87+dnD2S6Hpc99HoelNdRr/chsp1gl2POxwGf8/2nNiCc0bVq5nbTF7M4Gq6ovW11SSxFUIIUeaVjsaeokB+nXwxefWUKCbFpTPnw108evVvxJ5Nyfc1l009wPqFWRLbXMx6fRsHNl9w+9y2VWcs7cIFzrZW+zac9zbMYmGaJpPuWMPnD67PltgCONIN/vz+EI93WsCJPbGux1Pi7TjSS89NkwrVA7jny84lHYYQQghRYJLclnEOu8GsN7Z5dYzhMDm5P543x6zM1zVN02TuRztdZQh50W2KBZ/ucfucPd27e+32dIdX44vLwo/38Pu3B3N93rCbJMak8cp1K3A4nK/ZL8hmuV4gX7O2bpi5fOi+itfW9adCtdI5Ky6EEEJ4Q5LbMm7jkpNEn072+jjDYbJ5xWkOb4/2+tjzJ5M4vC3G46wtOBeJrZ59xO1z1RqEoNmsJ25V6pa+W+aGYTLnfzs9j3OYnD6QwMaFJwGw+Wi0ubZajjKSQpOZuXqioGaLcMKrSmIrhBCifJDktow7uNX9LX8rdJti+dQDXh+X5GW7qJRE9+P7T2hkqeZUaVCvdQXqt6ng1XWLw+41Z3OUIuRG0xUrvr349R54fxNLZRkmpqVZ8myy5MyuPFe5+QAadIz08uRCCCFE6SXJbRmWFJfmqrXND8MwOXvcWmKWVWikd+2igiu4H9/u2urUaRmO7mH21jRg5FOtcu26UJIunEiyPNa5m9jFr3f7gTXoPq5e3uUJCtoPqm5pljyTmfHLXSLrzvIv9vPHN96/yRFCCCFKI0luy7DZ/9tBTJT3JQmZlFL4+OleHxdeOYAW11S2dEtd0xW9bq7v/jlN8dK83kTWCHR7rszHbn6+Dd1H1vM6zuLg4+/d188v6GKDEqUU9355Fdc90gzdR6E00GwKzeb8s+6jGPJoMwwDV3Jqeqg1yEhrMz6sL1j75K51nD2S4NVrEUIIIUojaQVWRqWnOfjtkz1ezehdynCYtOpWJV/HDnuoOTtW/+FxnGnCwLsb5/p85drBfLBuMD//bwcLPttDYuzFEoamnSsx4rEWXDWkdr5iLA7Nrq6E7qPhsLA4TmlQt3U4Sz7fhz3NQcVaQbTrX51b3+7A8Cdb8Pu3Bzm+IwaAWi3D6XFLfU7ti2fe/xZfPEfG71l3LzNzSWPNjP9mXZDmbmTm80s/28/Nr7b1/KKFEEKIUkw2caBsbuKwd/05Hr7qtwKdIzDEh+knRuIf6P17HNM0mXz/WhZ8ujfPcQ9+chX978g9uc0qLcXB4e3RpKc4iKwRSNV6pW8BmTvv37KaVbMOW6ofzqSUM/EPifRjyCPNGP6fFuh6zhspH97yF6u9PHeOa2X8ntcZFFCxVhBTDg/P93WEEEKI0kDKEsqolER7gc9x13ud8pXYgvOW+n2TOjP+9Q4EV3BuBqHblKuUoErdYJ75oYflxBbA11+ncceKtLimSplJbAFu/m9bgsJ8PZZpZC0ZznxLGX8+lRnPb+b9casxjJzp5/715wuU2IK1xgkmkHA+tUDXEUIIIUoDKUsoo8KruN/S1ROlOWtdJ354JX1va1SgGJRS3PhES4Y92Iy1vx7jxN44NF3RqEMkbXpVc24bexmoXCeY1/7sxyvXreDMwYTsu65l7BKWOVPrlgmrZx2hedcqDJjYJNtT7hLeIuN9+bUQQghR6khyW0bVahpG3ZbhHNlprd9seBV/qtQN5qohtek7viHhlQuvr6mPn07XG+oW2vnKoppNw5i8eygbF5xgxbcHOHs0Ef8gG8EVfFk393juiW0W897bSf97GmfrClG7RRhnDsRbOr6gDIeJw2G4LY8obxx25zeNbiv/r1UIIS43ktyWUUoprn+0Be9O+CvvcRr4B/nw+c7hBIX5FlN0lydd1+h0XS06XVfL9dizPRZZPv70gQQObrxAgw4X+872uKU+/8w9Xqhx5iY1ycGeNedo3rVysVyvuCXFpbHi2wMsnLyHk/viAahaP5gB9zWh920NCQqX7w8hhCgPZNqiDOs9rgH9bs+9tEDTFbpN4/mfekpiW0JOH/Cuvdalu83Fnk111cwal3xY3YTMG7Fn8t9arjQ7tT+Oh1r/ylePbODU/njX46cPJfDN4//yYKt5HN8dW4IRCiGEKCyS3JZhSike/OQq7nynIxUyt0/NUubavEtl3v6jP217VyuZAAUpCd4t/Dt9MHsyvGv1mVyTWJPCT3D9g30K8WylQ2JsGv/XZykXTiVjmpfUPmd8HnMmhf/rs5T4C7KoTgghyjopSyjjlFIMf7gFQ+5vxsalJ4k6koDNV6fZVZWo3Sy8pMO7rKUm273eqviXt7cz8L7GaJqGaZqss1CSkJngZt2ILDN/C63kR/xZawmbX6BO02sqeRVvWbD86/2cP56UZ92y4TCJOZPM0i/2cf1/WhZfcEIIIQqdJLflhG7T6DSgZkmHIbJI9jKxBbhwIpmHWs/n+d96MfmOv0mOtz7zm3UWV2nObYvjL6RefCyPYzVd0fO2BgSUw5nbBZP3WJrdNg3n2OFPtCiVWz0LIYSwRpJbIYpIQKiPqxWYN47vjuXBVr+Slmgn75Q0d5kdNAyH83eNi7O7l9Jsioo1Axn5Qut8Xas0S0txcOag9brn88eTSI5PJzBUatSFEKKskppbIYqIX4CNttdW8z4/NSE10V6otbSZ3eIund0FaNgpkldX9yO0Yv56J5dm+dmAUfZsFEKIsk2SWyGK0KD7mxZ+S4N8yprYmoDuo/Hyymv5z+zuaDateDeMKCZ+ATYq1gq0PD68ij+BoeWvNEMIIS4nUpYgRBHqMLAGdVqHc2RrTL6ONzFR+SxNyP2cTmmpBq8M+t3V0aFCtQAG3NeEfnc1IiTSr1CvWZL6T2zCjOc2edzsRGmK/hObSL2tEEKUcTJzK0QRUkrRMMumDF4fX8iJ7aWytiqLPpXMd/+3mUfazefkvrgivW5xuvaORoRW9EfTc/9aaroiKNyHfncVbEtqIYQQJU+SWyGKmM1XR8vHPRJnGYHzV3ExDYg5ncKL1y4jOcFat4eowwnMfW8n05/bxM9vbefYrtK1GUJopB8vLelDcIQvSsuZ4GqaIjDMh5eWXEt4lcLblloIIUTJUGZ+VlyUM3FxcYSFhREbG0toaGhJhyPKmRXfHuCjCWu8OiZrbWzmO9CinsXNRsHdk66g3z2Nsz1sGCaJMWkoBalJdj6ZuI4NC06gKYXSncmx4TBp3q0y9312FdUblZ7vp5ioZJZ8to+FH+8h5kwK4OwDPGBiE/rd3fjiRihCCCHKNElukeRWFK3UZDvjq/9kue/txRnbi0muBmgorxLcrDO+3ibGSkGt5mG8v/U6wLkt8OJP97Jwyh7iMjaFyOy24K6WVdMVASE+vLmmPzWahHl17aJmGCYJ0WkABFfwRXMzmyuEEKLskrIEIYqYX4CNW15vb2msgZnxkb3JggHYMXG4ChXMPEsWMh83Mj68LW0wTTixNx6AAxvP82DLefz4yjZXYgvOpDa3RVqGwyQ5IZ13x6z26rrFQdMUoZF+hEb6SWIrhBDlkHRLECKfkuLTib+Qin+wjQMbL7D1j9OkpTioWCOQHqPrEVHtYguq/vc0JiUxnW+f3IimKQxHbklp3p3DMhPfrBQmepZZ3ayJ7cXjQPOy84JSzhnbF/suIyku3etWYYbd5OCmC+xbf45GnSp6dawQQgiRX1KWgJQlCO/8u/Qkcz7ayfpFxzEN5+0PhULTFUqBw2GiaYruN9XjvsmdCQy52Df11P44Fn+6j1WzDnH+RLLr8aylCPmlZ6SueSXImbF6ojSo3y6C9gNr8NNr23JNxj3GZFNc93Azbn2zQ76OF0IIIbwlZQlCWGSaJl898y/PDFjChiUnXIktOBNTh8PAbjcwTeeff//uIE/2WkRK0sV2W9UahnLb2x348ugNNOwUCVr2xWMF4XCVLeTxGrBWomAaMODeJiz6ZE++E9tM8edTPQ8SQgghCokkt0JYNP+TPcx6axvgvOXu6ZvHNE32bzrP5PvWcmhbNLFnU7I9P+zR5q6a1cJq9+XpLM7n85651WyKGk1Dad2narYa2/wKCvct8DmEEEIIq6TmVggLHHaD6a9sdn3uzTKk5dMOsHzaAVDQoW91hj/cgvbXVufqG+uw6++z/PrhrkLtZOtpVzMDZ2KuKUXWoiSlOWdsqzUM4cUlffDx1wsci8NucuXQWgU+jxBCCGGVzNwKYcH6hSdcvVHBu+TWxYRNy07x3ICl/PDmNpRSjH+rPbVahntcSFZQl3ZYMIDhT7agct0g5wAFtVuGM/HTK3ln/UAiawQSXMGX8Kr++b6mpjtngJtdU7lwXoQQQghhgczcCpELh8NA0xRKKY7ujkHTc+9y4I672dPM4795diNV6wdzYk8cR3ZEO1sTmM4EtyiaUykURpb02cTkmlF1GftqOxwOA6UUmqZw2A3++e046387TnJ8OhXrBBEblZJry6/caLrC5qvx6PSuKCXttoQQQhQf6ZaAdEsQkJ7mIDnBTlJcGku+3c9vn+/hwulkNF3RvHMlqtQJ4Y/vD7qSvLxueVhtt3VpsqxM50YNBaUuiSGznvfSb/SwSn68urwfdVqEA7B5+Sn+d9tqok8lo9sUhmE6dx6zW2shptucYxx2k1otwnj422uo3y6iwK+nsMREJbPkq/1sXHqSlAQ7lWoF0mtcA64YVBPdJjexhBCivJDkFkluL1emaTrbek3eybqFx3PMTmamc1mT0MzEUZH3DGt+t8otjAQ38/jM2tvcWoxpuiKssj+f7BzK3vXn+b9ByzANM+csrQk2N68oc0I2rIo/Vw6tjWmYBIb5cMWQWjTtUqlUzdjOeX8nXz/1L0aW15f591q5ThAvzOvtSvKFEEKUbZLcIsnt5cg0TSY9tJa5H+9GsykMe+7fBjmSOjL62uY6vgBJnYkrcXYmpnnH4v762U7ncfBd73Xih7e2E3MmOffyAxN0TeHnp5Oe7ACcC88G3t+EXrc2IDC09HZEmPvhLj5/dH2uz2u6IjDEh/fWDaJag5BijEwIIURRkOQWSW4vRzNe28LX/7fR0lh3yW3m75eWAODm8/xQZs7SAnfXKviFoGKNQM6eSLI8/pPtQ6laPwSbT+m/lR97LoVba/2EPT3vomHNpugyvDZPfde9mCITQghRVEr/v05CFLLkhHS+e3Or5fFZ3/0p7eIOYIbrefOS8QV/v2hezJwvfhTFUjMTzp9MctXLeqKALStOlYnEFmDZN/txODyvhjPsJmt+OUr06WSPY4UQQpRuZeNfKCEK0R8/HMq2a5g3TANsPpqr3tRdglvYs6uuvrUq7611wfPz7inL3RCUrkiOz9/XriRsXn7K8msz7CY7/ooq2oCEEEIUOUluxWXn0PZobAVYHW9PN1ybH5iAg+zb2pq5LuHyXm4bMjhnjrN2rs35vNXzh0T6oix+OQyHSVjl/Pe+LW6pSQ6vxqcll53EXQghhHvS51aUK/HRqSyZup8FX+7l7LFEbL4a7XpVY+jEZrTqWsXrFfw5ZmQVbjNHI8sRAHpGSuptb1x313ZknN10BuH886UNcU0THYWug9I0jHTTUs9cheLK62qy5OsDlmKy+Wh0HlJ2dhyrVCvQq7+DyOqBRRyREEKIoibJrSg3tv91hmeHLCUpLt2ZCGbkM6t/OcLKHw/TqmsV+t/WCIfD8LjAKFPm5geZc7Kaaa3swIGJgUmnXjU4sOkC6SkOUJCSaLd+mzzjHFmHu7ooqEtmdFXGNQ2o3yyUYztjnW29yD3ezFe1/e8oarcM5/ju2Dy7Rmi6oueY+oRE+Fl7AaVAr3ENWPn9YUtjI6oH0LJ7laINSAghRJGT5FaUC0d2xvDkgCWkpdi5tP+HIyNh27bqDNtWnfHqvK6Z28wZUwDT2qYGJjDmhbY07+zcfvbIjmgevHI+9jTDQ4JrZpQ7ZC83UNn+nFvCCpF1gji6IxYDZ91R5lkyj8la6uDA5NjuWG57pT1z3t1JYly62wRX0xW1m4dx5/86enzdpUm7a6tTo0kopw7E55m4Awx/pAW6LpVaQghR1slPclEuTHtlE+mpDq+3ifUkaylA5udKs1baoNsUNRtdbC1Xp0UFXvilNz5+Opp+SfuwjI4IEdUCstTT5mQlqd60/CRVGwZjKtM1g+yM/WJ1rgMDR0ZTXaXBnz8e4r11g+jQt7rzMYUrRpuvRp9bG/DWyv6lup+tO5qmeGFuL0Ii/NDy6AjRfVRdhj7UrBgjE0IIUVSkzy3S57asi45KZlTtWa4Z2oLKsbNX1rv/ytkxQc8jyTQx0XRFaCV/dB8N3QYtu1RlyN1NaXFVZc4cTuC3KXtY9OVeEmPTAajROJQh9zWl2031uLvVHC6cTXa7gYOV5FYpGPVUa2a9br3dGQp+S70VTVNEHUlgw6ITJMWlE17Znyuvq1WmShHcOXc8kWn/t5mV3x/CnnbxHVDFmoEMf7QF193fFM3imxYhhBClmyS3SHJb1m1YcoKnBi4plHNdrK4lz9VYNk1hulmIb2Ji5HFcp37VeemHPvgH2jAMk4NbL7B06n6WzTxA3PlUfPx0GrSJYNe6s2QN4eLvnhMwm4/Gtbc2YPEX+1wJ+qUT2ho5k+Vfk28pM/1r8yv+Qio7/4oiNdlORLVAml9dWZJaIYQoZ6TmVpR5Drt3tQiXttfSdLBnXU1vIdep1TiMo7tinZs6GBfPm1diC7B+8Un+M3AR768YxJ+zD/P6uJWYJq7V/GkpDvZsOJclVu+3bjAx8Q/ywT/YRkJCutsxmV8xPeNrEVk9sNwntgAhEX5ceV3Z6fYghBDCe5LcijLlzNEEfv18N0tm7if+QiqBIT6071k9136wl3JXyWqazrpSqx0UUPDO8v6s++04v3y0i4NbLwBg89NIS/N8ju1/RTH50bXMm7w7W1eHTO7aVpmAZjHNdaSb1G4eDhZ2HXPgHDboniaWzl1eHd4ezaYVp0hLthNRPZAuQ2sTVMbqi4UQQjhJWQJSllBWLPx2L2/fvRrIngDqusLhMFGmMwH0lOQamNkSRU1XVG8UwvH9cR77oeo2Rce+NXh9bl/XY2mpDlKT7IxuMIski7t3KVcTBuvb3lotTVAaXD2iDqt+Opyjc4Q7gYE2vt1/A+GVAyzFUp7s33SeyQ+tY+eaKJTmXIDmsJv4+usMvLMxt7/eAV9/mQMQQoiypPzfhxTlwqq5h3nzjlUYDjNHAurI+NxUnramNbPU1F4caThM+t3SCNPwnAk67CbX398i22O+fjrRUSmWE1syeuV6u01vXj1rs8VomKz88TAWXg4ANZqEXZaJ7a61UTzabQG7M+qbTeNi27i0FAdzJ+/m6f5LSUuRXcuEEKIskeRWlHqmafLxE/9YKj51bnqQszQgr4ViQWG+jHiwOY9M7uJ8II/rjP5PazpdWyPH4/Y099u8etqKN/N545KP3I7L7bnMzzNbiGWd6fXk8M5oiyPLj/Q0By+NWEF6mpHrbL1pmOxYc4bvXvOi64QQQogSJ8mtKPU2/XGKU4fi856WzcIk+8xsZipoZh3AxcTy/g+uxNffxuA7m/LiD72oUd9ZmqJpytXrNaJqAA9P6sIdr3Rwe81KNYMuuZ7pSjQv9q013ceVtSVC5mYRKvvrMLP8unjerI+B3dXR1juOdJPLrTppzdyjRJ9J8ViGYhowb8pu0lLdv3kRQghR+kgxmSj1dq0/i6Yrj4kIAJlJoXnJ4rHMpNE0M7aqveitiavZ8tdpRtzfgm7D69J1WB22rjrNvk0XMAyD2k3C6dS3Brot9/eCIRX8CKngS1x0aq4JZva09pJcXbn/c2YSm3UmNjNZvnRqVpnZj7M6c1upVhBKXV7tsP74/hCapjAs1G4kRKex5fdTdOpfsxgiE0IIUVAycytKPUe6gde5l7rkg4yZTpWz52taioMF3+zl9o6/sHzWAZRSNL2iEiERvvz+4yFeGLWcgRFTubvzXBZ+u5fUZPc1mNeObWhp5tSVnGbG6ek14JzJNTI+THc1BybZZnMzr2NFx745yyzKu5ioZEuJbabYc6lFGI0QQojCJDO3otSr0TDUq93HlCJnZqdMNJuGYZiYbmaAM8//yq0r8fHV+Pz5fzm2J3sf272bzvHmHauY/sYW/reoP1XrhGQ7x6Vb6uYeINanVq2Oyzin6XrtmbuseT586bT9XHdPUxq0ibBwodxFn0nm32UnSU5IJ6ySP5361SAgyKdA5ywqQWG+zt3mLP5vFRhaOl+HEEKInKQVGNIKrLRLTbFzfY2ZJMa535AgK01XjPlPa5ZMO8DZ44kAVK4VRKf+NZn3+W5Lx/v6adjTjFwTat2mqFw7mC/WD3P1Qk1PczCs+kwSY9Msvy6rfWu9lmVS2EpPBk13tjd79ddr83W5cycS+eQ/61k1+3C2r1lAsI3Bdzbhtpfb4xdQut5Hz/90Nx/dv9bS9Lavv873J24iKEz63gohRFkgZQmi1PPztzHq8dYexykN+o1ryO0vd2TWoZtYGHcLC+Nu4fuDNxEXnYpuYVMDw2GSkuTAnsdMscNucvpQPAu/2et67NyJJK8S2yLlTasEnK/5n0XHOX043utLnT4cz71X/sqfPx3O8WYgOcHOTx/s5IlrF5GSVLraafW6uYEz4fbwddJ0RZ9bGkhiK4QQZUi5S27feOMNlFI8/PDDJR2KKERjnmzDgNsaAc4uBlmpjGSufc/qPPxRF9fjfgE214zhga0XvCpt8MQEfvl4l6vLQFHdAMnaEcHLA72bFzZhV0a/V8uHmCYv3/Q7Medy7zpgGia7/znHl89u8OrcRS0wxIfHvrza+UkuXyjNpqhUK4jbXm5ffIEJIYQosHKV3K5fv55PP/2U1q09z/KJskXTFP/5rCvPT+tBk44Vsz1Xu0k4j3zUhTd/7YdfLrtJFXozABNOHIhzzUge2x9byBdwyqybzceBWX+zxG5h6+Csdv9zjr3/nsfw8KbBMEwWfLGXxLhSMrOdofuN9Xj+h56ERvgBznITTVeuGf4WXSrz/uqBhFX09/rcSfFp7Nl4jt0bzhJ7PqVQ4xZCCJG30lUIVwAJCQmMGTOGzz//nFdeeaWkwxFFQClF71EN6D2qAVHHE4k9l0JQqA/V6oV4bGXVtFMlThyIK9TZW3CWKBiGyXv3/w1YW/9lNQKvZ2tzuY7VBLdKnWCvzr/8uwPoNmXpa5qa7ODvX4/RZ0wDr65R1K4ZXocrB9XkrzlH2bT8JKlJDipWD6T32AbUa1XB6/OdPBjHzP9tZeHUfaSlOBvO6TZF9+F1ufnxNjRpX9HDGYQQQhRUuUlu77vvPgYNGkSfPn08Jrepqamkpl5s7RMXF1fU4YlCVrlmEJWzbJzgydA7m7Jk+n7L460khKGRfgSF+vDvipPOTSYy5JXgZk0DDUw0VEYfW3XJuMwdx7wsL8hyIROLt2YUVKkdTMtrqnh1iQunrLfT0nRF9Jlkr85fXHx8dXqMrEePkfUKdJ6d/0TxSP+FpCbbsyX8DrvJyl8Os/KXw7z8XW+6DatbwIiFEELkpVyUJXz//fds3LiR119/3dL4119/nbCwMNdHrVq1ijhCUdJaXFWZK/rWyLNdl1LOJEyzkE1qumLo3c1QSrF+6Ykci9UuTflybNqQ8bnDzexsZoWtd0UCOWV2BfOYfpow6slWOWqZPQkItlk+xjBM/IPKzXvpHGLPp/D4oEWkJNrdzmQ77CaGw+SFm1dwaMflt92xEEIUpzKf3B47doyHHnqIGTNm4O9vrTbu6aefJjY21vVx7NixIo5SlDSlFC9934vW11QFcvak1XSFj5/OM193IyjUN8+kTWngH2RjyF1NAUhNsrsti7BaVGDgTHIzP4xLjvWmjMHMnLK1EIvK+O4fdn8zBt3ZxOJVLurYt4b1Mg8TOvSp7vapkwfj+PSp9dzc8AeGVp7O2CY/8uX//cuZowlex1RSfvtmLwlxaXnOZJumcxHejx9tL8bIhBDi8lPm+9zOmTOH4cOHo+u66zGHw4FSCk3TSE1NzfacO9Ln9vJhtxusmnOEnyfvYPuaKAzDJLySP4Nvb8LQu5pSuVYwO9ZG8cRAZ/uqS7sA6DaFb4CNt37tR6urnbfxp72+ma9e2mhte2A3fHwV6Wl5H3txs7W8Z0oN07lVr5ZLh9usjzRqH8kNj7ak50318rX9bnqag5tqzSL+QmqemyFouqJdr2q8ubBfjudmf7iDjx9fh9Kyb6+c+ebjsSlXM2B8Y69jK243NZnFyYPWWqn5+ussiBpX6nr/CiFEeVHmk9v4+HiOHDmS7bHx48fTtGlTnnzySVq2bOnxHJLcXp5M08RhN7H55LyBcfpIPLM/2sH8L/eSnODcPCIg2MbA8U244YEWVKt3cXeykwfjGN30R+tTrJfoNbIeK3445HFcZtJ6aY1u5ucmpivJtOVxU6bX6Prc8nxbajYOy1/AWaz59SgvXL88c1O0HDRd4R9kY9KawdRuGp7tuYVf7+Xtu1Z7vMYL3/ek+4iC1cMWlGmaOBwmNpv7r2uPgC+9Wqz4w76bqFY3xPNAIYQQXivzya07PXr0oG3btrz//vuWxktyK3KTmmLn3IkkACrWCMy11dhTw5awbtFx72dvFfx48CYmtP+F+Oi8W2WpLL9nJreZC88uvapmgnZpgqvgmqF1eP77Hui5JGn5sXrOEd6+fRWJsemu7Yo1m8Kwm1SrH8JLs3tRv1X2rX3TUh3cWPt74i+k5nLWiyrVDOK7AyO9rgkuKLvd4K95R/h58k62rj6DYZiEVfRj8IQmDLmrabbtl3sFf0V6qvUq6dmHRnu1IFIIIYR1cl9MiDz4+duo0eDiGx7TNNmy+jRzP9vNwW0XQEHTjpUYcX8Lju+L5cSBeMsJrlLQ88b6RFQNxJ7uOTHK7MLgXCSWxzXclN0GV/Blwn87MOjOxuh64ZbaXzOsDp361WDlT4dZ+9sxkuLSqVDFn5431adj3xpuk9JVvxy2lNgCnD2eyPolx7myf/Et/ExKSOe5Ecv4d8VJNF25amljz6Xy3f+28cMH23l5Vm+6DKoNQIsrK7P1rzOW/u4rVgskslpAkcYvhBCXs3KZ3P7xxx8lHYIoh+IupPD0iKVsXX0mW3/XI7tjWPDNXq7sW5NWXaqy9Lv9HmfxlAIfP51xT7dhzfyjJCfkvj2ts+zAdaTnQJVz8ZI9S7+Fj/4aRK3G4Z6PzSe/ABt9xzWk77iGlsbvWncW3UfDYSGp122KXevOFmty+99xv7Np5SmAHAmr4TAxDZPnb1zOpJWDadapEtff24LNf572eF6lwfX3NS/0NxhCCCEukp+w4rLncBicP53E2ZOJuc6gpibbeWTAQrb/HeU85pI+pgD/LD3Okb3RzD46mqe/7Oqqy7105lLTFb7+Oq/PuZb6LSPY9tcZt3W/cLEtmNe1Qxkr0DRd0fOm+kWa2OaHw25Y7t+rlLI0s11Ydq0/y5r5x/KchTVNZ3uzb1/dBEDXoXVo1aVKnq3mdJuiSu1ght3VrNBjFkIIcZEkt+KyFX02ma9e2ciwOjMZUmsGw+rMZECVqXz4+N+cPJR9Y48F3+5l76bzHhOebWui+OCRv+l/S2OmbR/Bc992p2mniq7tf8Mr+TP2yTZM33kjHXvXACA9l21vzSzFB86SBC9qTjOGtu1elSc/72r9uGJSrX4IDoe1hNVuN6hev/hq4ed9titH32J3DIfJ2gXHiDqWgM2m8ebcvrTq4uygkTXJzfxztbohfLRsECEV/IomcCGEEEA5XVDmLVlQdvk5sjuGB66dT3RUSo7epJkzq+/M60+7btUwTZNxrX7i6N7YPFtewcVa2IfevYobH7jYqcMwTBx2Ax/fnG3pZr23jU+eWp8tDtNNVW3mO1ErSW6jtpFcf39zrr25Ya6zwiUpOiqZkXW+t9RhwC9AZ/aJmwkM8SmGyGB8u585uN36Rgtv/tqXzhklE4Zhsn7ZCX6ZspNd689iGCZ1m4Uz7O5mdBtW1+3fvxBCiMIlyS2S3F5uEuPTGNPqRy6cTsaRy0ys0px1pFM3jiAk3JdBVaZbPr+JiW+gzvwT4/D110lPdeAfaMu1l+z500ncUPf7bLPC7pJbyDvB1XRFUJgvby/oT3xMKsf3xaI0RdMOFWnaoZLl+IvLu/f+xW9f7sHMawJXwajHW3HXa52KLa7b2v7s1S5ib87rS+cBssuhEEKUFuVyQZkQeVk0bR/nTiblOQtrGpCe4uCnyTsY81hrr86vUKQmORjf6WdOHIjDNDN65N7SmBETW1Dnkn6vkVUD6Te2IYun7XfN3uYWmsHFBDdr+qtQtOxShU79avDMjUs4cyzxYmsFoHHbSO5940o6ZZRClAb3v9eZM0cSWL/0hDPULC86s6VYt+F1uf3lDsUSj2mabPv7DIkJzpZsWeud89pEo3aTgvcLFkIIUXhk5haZub3cjG3zE4d3RXssMQBnUjrnyBiGVJ9uuY+pa9Y1S3IJuOo4n/2yB/1uzt5VICXJzhODFrFtzRlMAwwLS8iyplkPf3AV504n8e3rm92P1ZyJ2QvTetJnZANLr6M42NMNfvtiD7M/2sHxfRfrnOu1CGfEgy3pf1ujYulv63AYvHnvauZ9tRtNA2UoHG7+DnQUesbub5quaNe9Gu8uHlDk8QkhhLBOklskub3cdAv4wqvdpGYfGM3X/93Iwql7876FTu6bKmSlNMUHiwbQoWf2WdS0VAc/fbid2ZN2EnUy0XJ8APe80YmPn/onzzEqo3vCD3tGUbV2sFfnL2qmaXJifxwJMWmERPhRvX5IvrYEzq93H13Dj5O2W3rDowAfNDRN8f7SgbTtVq3I4xNCCGFd6VtpIkQR83YmUNPgxvtbAHlvnmAlsQVncvTFS//meNzXT+fmJ9rww8GbuPGBFljN7UIj/Vi/7ESebajAedvfNGHeF7usnbgYKaWo2SiMpp0qUaNBaLEmtqePJlhObMH592vH4JmvuktiK4QQpZAkt+Ky06BVBMri//lhkX5EVA2kYZtI/vNJVxTKbYJrNbEF54r6rX+dYe+mc0SdSCQuOvtOXbquceuz7bD5eg5S0xUDxjViw/ITlnbHMhwmC6busxDl5WPul7tQXr7hMYCmnSoWTUBCCCEKRJJbcdkZcW8Lj+UF4Ewch93dHJvN+W0yeHwTBo5vnGOcN4lt5jgDGN95DkPrzqRf5anc0mE2v369x7VZQVikP0991s1jfA3bRHDtzQ0szzoCxJxLtj74MrDjn7OWt0zOpOuKBdPlTYIQQpRGktyKy07vkfWp2yw8z0b9mq4IreDHiInNsz3+5Cdd6Te2EQYmpjKdv+NdYps5Nmtf2/3bL/DaXX/y0IAF/LP0OEu+349voM5/Pr2GClUCALD5aOg+zoVMSkGP6+vy4dJBVKgUYP3F42xxVpoYhsnaJcd46saljGw+i9GtfuS/t//BjnVRFMeSAKubSVwq6lhCIUcihBCiMJSuf+WEKAZ+/jbeXzSQh/sv4PCuGFfbKcBV5xoW6ccHiwYRWTUw27Gapnjuq+506FmdWR9sY//WC67nAoJtpCTZs80KZ87qOssZck+CM4/ZuPIUG1eeung9XdFjWB06dK/B8X2xpKU4qFwriH5jGlElY1FYYIgPtRuHcWyf500mdJvi6kG18x5UjM6fTuKxoYvZs/Ecuk25Fvod2x/Lgqn7uGZwbV6e3ouAoKLbwKFuk3A2rzrl1SJDFPj4yYYMQghRGkm3BKRbwuUqNdnOsh8O8tOk7ezfdgHTNKlRP5Tr72nOwFsbExLueZvU4/tjiTmXQmCID+lpBhOu+CVbf9SslJs/WaHbFAFBPkxZMZiGrSPdjvl5yk7efegvS+UJn64aQsvOVbyKoSgkxqdxx9VzObYvNtfEUtMUnfpU591fBxRZS7C9m89xS6efvT7uxW970v/mRkUQkRBCiIKQ5BZJbgWu298FXaV/R5c5bF8f5fY5K9vmQvbZ3kyaroisGsDsvaPcbuGalurg4f4L2Pb3mTzrR4ff04zHP7rGUhxFbeZ7W5n01DpL9c9vz+nLNYPqFFksDw1cwPoV1hblAYRU8OO3Y2PxldlbIYQodaTmVgicSW1BE9vt66LYtelswWPJSGqzdmUwHCZnTySxcu5ht8f4+um882t/ug5xJoCZ9cRKOWc/dZti7H/a8OgHVxc4vsJgGCY/TtphKbHVdcVPH+8o0nhemdmbxm3dz4q78/gHV0tiK4QQpZTM3CIzt6JwPDx4Af8sy332z+rMLeTcWhecs7dX9KnBe/Pz3hHryJ4Y5n+9h2N7Y9FsiibtK3Ld+CZEVAnM87jidPZkIkPqzLQ83tdfZ2X8hCKMCFKS7fzy6U6m/28L50/n7CihNGebtqc+7srg25oUaSxCCCHyTxaUCVEITh2JZ+2S49bbJuQht40iDIfJGQsr9Os0Cee+N64seCBFKD3V4dV4hz1/HQ284R9gY/TDrbnpwVYc3h3DitkHWbf0OPHRqQSH+9JjWD0G39qE8Ir+RR6LEEKI/JPkVogC2rvlPF+++i9GZt1uxuOXztS6q6W1wsR0HeMfWHRdA4pThcoB2Hw0V19fTypVDyriiC7SNEX95hWo37wDdzzfodiuK4QQonBIcitEPp05nsDz45azefXpbCv5zSx/yprIZiap5iWPZ5XX9r6arriyb81CiLzkBQT50GdkfZbOOuCxBZemKYbe0bSYIhNCCFHWyYIyIfLh3Okkbu86h21rzwDZN2TI5NyJzHR9ONuDZe5mZl4y1nM9g2mYDL+z/CR5Nz3Q0uOCMqWBX4DOkAlS4yqEEMIaSW6FyIcPn/yb86eTvGv8D24T3NwS3kvd8UIHKtcM9j7YUqpph0o883k3Z0cHPedMtq4rfHx13vqlb6laDCeEEKJ0k+RWCC9diEpm6Q+eb6fnxsz2Z8/n0HWNu1/uyPhn2uXreqXZoFsaM2nZYDr2rJ7tcU1X9Li+Hl+uGUbHnjVKKDohhBBlkdTcCuGlf5Ydz3dim8nq4rLrbmvCPf/tlGMb4PKkfbdqtO9WjVNH4jm2LxZNdy7oys9sbXq6gxVzD7Huj+OkJNupXC2I68Y0oUGziCKIXAghRGkkya0QXkqIS3O2RChAfmuSeYqcSa6JiaYUj31wNbqfxrypewgK9eGaAXWoXiekQLGXZtXqhFCtAK9v2ZwDvHTfH1w4m4zNpjl3nVPw+Vv/0qVPLd78ti8RlQIKMWIhhBClkWzigGziILyz9McDPHvzMktjrczQKi7ZlUxB+9412LDSuSGEpivXxhBX96/NUx92LddJbn4s/mk/j41ZBIC7n2i6rqhZL5SZq28kPEL61AohRHkmNbdCeKlL/1r4BVjbetXZ+ivv2tqsXRVQ4BtiY/0fJ3DYTUwT1++mCX8vOcbYq2Zz/GBc4byYciAxPo1n73C+2cjtrbrDYXL8UByTX15XjJEJIYQoCZLcCuGloBBfhk5ohvKwF4OZ8csqXVf4BttITrLnuoWvw2ESH5PK02OXehNygRzaE81fS4/yz58niDmfwuLZ+3lk1EJu6TWb+4bP58cvd5CUmF5s8Vxq3ow9pCTbc01sMzkcJj9/s4vE+LTiCUwIIUSJkLIEpCxBeC8hLo0+lb/G4XC/IcPF9l646nO1XEoTlAKlKa4ZVJs/FhzJNbG91PS1I2jevlI+X4FnS37Zz+dv/cv2f6Ncj2W+Bk1TGIaJUs7Z0sBgH179ojd9r29YZPHk5s5Bc/l72TGPyW2myb8MosegekUblBBCiBIjC8qEsCA9zcGaJcc4fSwBXz+dhi0jsDvMbIvCMl2snyXrXryYZvZEWGnQvEMlBo1rQo/h9fh97iF+n3/YUjy6TbH4h/1Fltx++OJapry2Pttjma9VoVybVmQmlMmJ6Tw6ehEf/DCQ3kPrF0lMuYmPSbWc2ELGgkAhhBDlliS3QuTB4TD49p3NTHt/K7HnU1wzlQCaykhgL0msMheFeaKU4v++7Em9ZhUAiD6bjK5r2O0etu3KEHM22foL8cKMj7e6TWydv+eybbDpnIF+YeIKug2sg4+PtZrkwhBRKdA1k2xFhYrSMUEIIcozqbkVIheGYfLcbSuY9H//EHs+BchlwZJy85GVc0WZKzFUKiMR/LKHK7EFCAzxsZygOcf7evFqrDl7OpE3Hl+V43GV8SsvpgnR51JYPudgoceVl4EjG1n+uoVF+NGpm2wKIYQQ5Zkkt0Lk4qfPdrB41v5c+9kaWG91mzUtbN2lKh8tGsSAMY2zjbmmfx3LSZrDbtJtUB2LV7fug/9b63bm2OrCON2m+HvFsUKJ5czJBCa//g8Pj13Iw2MXMuXN9Zw9nZhjXN8RDalQ0R9Nyzv51jTFqLtb4etXfLPKQgghip+UJQjhhmmaTH9/a7YyhGzPZ7TusmW0+sptVlO3KarWDuHu5zvi66fToEVEttnarOo2Cadjj+psWnUKRx6LyjQNqtYK4creNfPz0nKVmmJn4Q/7CnQO04SUJHuBzpGe7uCVx/7k+8+3Z3t84ez9vP/SWm65tw1PvnENNpvzvbmvn84HPwzkjgFzsdsNtwvyNE3RrktV7n66Y4FiE0IIUfrJzK0QbuzadI7jB+PyTGwB7FlmNN3NbtZtUoEvVgxl4JjG9LmhQa6JLTjLIIbd3gwfPz3PWUjDAL8wncU/7SctzeHFq8rbwd3RJCcVrKWXUlCpWlC+jzcMk0dvXcx3n23DMMycHw6Tbydt5sk7lpK10UuHa6oz9ffrad7WucBO05Qz+VXO5HfUPS357Leh+PnL+3khhCjv5Ce9EG5cOJPk9vGsiW0me2ZRbcaIzLLbq/vX5r2fBuDjm/dtcNM0+fGLHXzx9kZOHI5DATZ0Z9utjDZimV0KTEzScbB3x3keH7uYhs0j+HzBECpXDy7gK4b0dGsL2fLisJtcd3OTfB+/dN4BFs3en+cY04R53+3hupua0GNAXdfjrTpWYdbfI9m5KYp1vx8nJdlB5epBXDu8AaHhfvmOSQghRNkiya0QbgQE++T72MxUd9Xio8RGp1KxSmDuY02TVx/6k+8+2ebaFMIE0nGgAN28eHPFwHAl1mbGrfdDe6OZ0G8uP6wdSWBQ/mMGqFYrGE0pHLn01cpMsHOj2xRtO1ejSeuK+Y5h2sdbsm03nOu1dMW0KVuyJbeZmrerTPN2lfMdgxBCiLJNyhKEcKNFx8oEheRMFr3ZcQwT7uw7N89FYnOn7ea7T7Y5h+doKQZ2DNfHpTPG4JwpPbw3mrnTdluPKxeVqgbRtV8dbG5KIi7OS7t/LbquqFI9mP/N6Jfv66em2Fm38oSlTSwcDpNVS4/gcBR8tlkIIUT5IsmtEG74B9i4/o7maHr2RM/b7fwO7ormr8VH3T5nmiZfv7vJ4za+VkyftKXgJwHGP9bO2bPWzXO5Jbi+fjrDbm3GrL9HFqje1tstfE0DUpILtnhNCCFE+SNlCULk4van2vPHvEOcPByfZ/cCT777eBtdB+Rs27Vv+3n277xQkBAB54zv4b0xpCTb8Q8o2Lf0Fd1r8uwH3XnlwZVomnOBV9ZXrpRzq92HX+5CYIgPwSG+XNmzZqHUtAaH+mKzWd/Ews9fL3AphhBCiPJHZm6FyEVoBT+++mMYrTtXAZw1pfmxec0pt49HncrZs7Ug7IWwIAxg9D2t+HLRUDr3rIVCoWV8BAb4cNNdrZi78WbG3Nea4bc0K9TFWj4+Ov1HNLT0ddZtiutuaoIqjGlvIYQQ5YrM3AqRh8gqgXz5+zB2bjzLr1P3sH39GbauP+PVOXJLOgs6y5pVcKgvG9acICTMj1YdquDroUODJ5171aJzr1qcOhbPicNx2Hw0GjaPJDi08HdFy+rW+9syf9Zej+MMh8nYe1sXaSxCCCHKJmWauSyNvozExcURFhZGbGwsoaGhJR2OKMUcDoMe1b8mLjrV2gEK6jYOZ+62m3M8lZSYTreaX5KcWPC6UTsGduX8Vq4Q6c+Yu1tz12MdCAou2mS0KHz+v39565m/8hzz7DvduO2BtsUTkBBCiDJFyhKE8IKuazz4SmfL4xVw450t3D4XGOTD9bc1R9fzf2vdzPiVdTOJ6PMpfPzGekb1+om4GItJeCly52MdeOfrvtSoEwI4N2TI3NSidv0w3p/eXxJbIYQQuZKZW2TmVnjHNE2em7Cc+TPyvn2uaYqAYB/e+6k/DZtHEFk5Z7/bc2eSGNn5B86dScRhz/1b0d02wJlLvdIwMN3kx7qu6DmwLuMfaMe3U7bw14qjpKU6qFwtiJvGt+Sm8S2p6Cam0sIwTNb+cZy9O86jFDRpGcmV3WtKna0QQog8SXKLJLcif95+fDXTP9zq9rnMZDQdB2bG590H1uX2x9rT8Zoa2caePBLHvcPms2/HBXSbciW5mubcoWzU3S2xpxvMnbab1JSL2+3aMXBguk1sIXNW1ynreTPP7eev8+mP19G1T85ODkIIIURZJcktktyK/Nv89yk+fWUDfy87lm1m1VAmdjP7QjLd5tx568XJPRl5R8tszxmGybrfj/PL1F2cOBSHr59Op+41uGFCc9fWuokJaZw6Es/S+Qd55/k17pvRZj2nh668SgNNKYaOaUrTFhUZNKIx1WuF5Do+NiaFH6ft5MdpOzhzKpHAIB96D6jHrXe3pWHTiLyDEUIIIYqJJLdIcisK7tzpJA7tieaJWxZzLiopz764SsE3S4ZzRfea+brWpNf/4aNX1mJ3U8aQOVfr1Te1AlM5yy36DmnAG5P7EFkpe7nC6hVHuf3GuSQlpmdL4nVd4XCY3P+fK3jy5aulZEAIIUSJkwVlQhSCilUDiTqdyJlTiR43fNA0xSdvrCfqVKLXu3IB+PrquNvRN7MMwdt3q6ZpOjdrMGHZ/IMM6/Y9F84lu57fvOE044b+TFJSeo6638zXOumtf3j/tbVeXlkIIYQofJLcCuGFqFOJLJt7gIU/7mPr+tNkvfHxwxfbXav63TExMTBJdRisWnGMq+t+SdvIKUy4bg5/LDyM1Zsona6pjnFJAm3m2BTXOpWlvsHhMDl+JI6XHv/D9dhrz/yJw2Fietgj4oPX1nEuKimfUQghhBCFQ8oSkLIE4dmBXRf44MW1LJ93MFtiWbdROHc92ZFh45rSo97XRJ10v+uYM7F13v53rjC7+Fzmrf2b727Fix/08Hhr3zRNBnWcwb6d5zGMi+cvyDey45KjbTaNfw7dSWx0Ct1bf2PpHJqm+M/LV3P/E1cUIBIhhBCiYGSHMiE82LbhDLf1/YXUZHuOGdMj+2N45o5l7N95Hpst9xsh2coFLsldM2/tz/x0G1VrBDPxyU55xqOU4oX3ejBuwM8o08QwC5bYumO3Gyz77aBXWw4bhsm/a08WciRCCCGEd6QsQYg8JCelc/eQeaQk293W0mbe9/jq3U1UqxXsNhnMnLX11N0A4NO3NpCc5LkO98puNfls9hACAn2snDZXZi5zvrquiD6fTHouWwfnJi3V4XmQEEIIUYQkuRUiDwt+2Ef0uZQcM7aX0jTFhXMpbjdi8GZWNTEhnYWz91sa26N/XdYcup1b7m3jxRWyUyjcpa+GYRIa7kftumGWz6XbFHXqhec7FiGEEKIwSHIrRB5+/mYnVrpbGYbJoT3RdOlTK8eiMm+SWx8fjX07z1seHxLmx9V96nhdcZs5PrdeuEopeg+sz1Xda1K9ZrClczrsJqMntPQ8UAghhChCUnMrRB5OHU/I0f4qL7c+2JaAIB+Wzz2YfVcwi7UDzt3Msg9OSbEz/6e9rFp+hOREO5WrBjFsdFM6dK6GUoqQMN+MY81snQ9yv4YzpksXkWXSdUXfIQ2omrF5xH1PXMGzD63I85y6rujUpQat2lXxeH0hhBCiKElyK0Qe/P11r8aHVvDnox8GsmH1SWZO2cqGVSdJSEgjwUIdLYA93aBZm4quz+fP3stTE5cRF5uKrisMw0TTFVM/3ULLtpX55PvBNGtVCZuPhiM97yz84uyuct6zcdMsV9MgrII/L73b0/XYLXe3Yf+eC3z98WY0zRlD9mMUDRpH8Nn311l6jUIIIURRkrIEIfJwTb866Lq1adegEF+atq6IUopOXWvw3swBrDp2O3+fvJPgUF9L5wgN96PvsAYAzPtxD/fe/BvxcamAs6uCaeKaDd61/SzDe3xPUkI6149t7poddleicLEMAd76/FrqNHDW0maWULieN+DcuSRuHfYLf/95DHDOJL/8bk8mTxtIq3aVs523YqUAHnrmSub+OYqIigGWXqMQQghRlKTPLdLnVuTu0J5oBraa7nGcrivGPdCGJ9/q6vb5rz/YxGv/WeXxPM+/251b7mtDUmI6HWp/mmO7W3fXHTKyCY/+31UM6jyTxPg0TCN7eYIr2VWKQTc0YvL0QTgcBmOv+5nVy49mGZedUvDOp3256dbsdbSHD8Rw9kwiAYE+NGkRia5rRJ9PxjBMKkQG5NkSTQghhChq8q+QEHmo16QCEx5tl+cY3aaoXD2IO5/omOuY2x5sy8QnO7rGX3o8wH3PXMG4e1sDMOf73SQm5J3YgnM299cf9xIc4sv3S24gPNIfQzkXijkyPpTu7IgwcEQj3v2yHwA/TN3BquVHXf13DVdTsCy/THjsriV89822bNes2yCcTl1qUK1mMJPfWU/7up/QquYU2tT+hFY1PubVZ//kxLG4vAMXQgghiojM3CIztyJvhmHy/vN/88U7/6I05WoLlrlgrHHLSKbMuY7qtUM8nmvTulNMn7KVRT/vJy3VgZ+/zoARjRhzT2vaXlHVNe7OG+exZP4Bj1veZpo0bSBDRjYhMSGNubP2MOOLrRw/EoePj85V3Wsy+IbGnDwez4XzyQQF+zL9s60cORSDkfHt7+6HQOZmappSzPxtBN1613E9t2/3eW7s9yPnopJy1ODquiIg0IeZ80fQsXN1ay9ACCGEKCSS3CLJrbDm1LF4fvhiB+tXnSAt1UGteqHcMKEFnXvW9Lhl7qVM0yQ93cDHR3N77Kj+P7Hm92OWz/fGx70ZMrIpmqYICLS5znnhXDLPPLScBT/vw8RE1zUMh4lh5LZ9g3ut2lVm8dpxAMTHpdK99decjUpyu7EFOGt5A4N8WLHxVmrWlu8pIYQQxUeSWyS5FaXPg7cu5Ncf9+SaPGbKTFCDw3yJi3UuPKtdN5QJ97an/5CG3DxoNscOx7rfXY3cZ23dWfT3WFq3r8IXkzbywuO/eyyZ0HXFXQ914PnXu3PubBI/zdzB/r0X0HWNNu2rMmxkUwIDfSxeXQghhLBGklskuRWlz/IFBxk/fG6OudVLF4q561WbOREcEOBDWqojz93VvElw3/ioD7fc1Yaurb7i4L5oS/1/g0N8GD6mGdO/3OpqY4YJdrtBULAP//m/a7j7gQ5ez3wLIYQQuZEFZUKUQo2aRxAU6uNa8OVu4VdumzCYpvMjJcnucdtglfHLioT4NEzT5OB+a4mtiUlsfCrffrYZu93AMEzs6QZ2u7OQODEhnRf+8ztv//cvS9cXQgghrJDkVohS5t91J+nXaTqJCe43fshMcj2xWlHr3NnMs5RkZzxWk2HTOdhjIvy/1/5m+5Yzls4phBBCeCLJrRClyOmTCYwd/DOJCek5uhCUtLoNK6CUokmLSDQLPzmsJtc2m+KbzzYXLDghhBAigyS3QpQi0z7fQmJi6UtsAapWCwZgwsR2GB5alJmYWJzgxW43+fXnvQWMTgghhHCylXQAQpQ2J47E8f1X29m74zwAjVtEMmpCS2rUKdrFhqZpMu2zrR7rZDNl9qEtKIXyWOZQqUoAV15TA4Dho5vx8bvrOXrIfRcGAF1Trh66ViQmpFkPWAghhMiDJLdCZEhLc/DCg7/z4zc7sm3WsGLBIaa8uZ4bb2vBSx/2xNdXL5Lrx8WmcuFcsqWxmXWvnm79O+tpc59CtVo6cNeDHdF1542ewEAfZi28kZsG/MihAzHOJPviDr8AhEcEcPZ8oqVzA4SF+1seK4QQQuTFq7KEZcuWcfvttzNgwADGjx/P3Llz8xz/5ptv0qtXrwIFKERxMAyTh8Yu5Mdvd2CaZJs9NRzOrWh//HYHD45ZUGQlA5nJY2ExXb/nttEC2HTNY3rbq3897nkk+9bCNWuHsvSfW3hr0rU0aV7RldTWqhvG/73RndXbJ9D56prO1l8e6DbF9aOaeRwnhBBCWGF55vbxxx/nvffeA5y3TwGmTp3KVVddxYwZM6hTp06OY3bv3s3KlSsLKVQhis7SXw+wZO6BPMeYBiydd5Cl8w7Qb1jDQo8hKNiHmnVCOX4kzuNY650QLpa+Zj1GodBtGk/99xr++/SfuSbsSsHRQ7EkxKflmF0NDPJh7B2tGXtHa+eOZ6aZLUG/8/72rP3ruMcYDYfJrXe2tfR6hBBCCE8sTRX9+uuvvPvuu+i6zp133snkyZN57LHHqFixImvWrKFTp06sX7++qGN16/XXX6dTp06EhIRQuXJlhg0bxp49e0okFlF2Tf14i7VZRl0xdcqWIolBKcVt97RFWZzAtTp/bAKOjKrarP1yU9Mc/O+Vv/M8k2nCof3RvPlC3r1oNU3lmHkeNKwxYye09hjfa+/1pmHjCI/jhBBCCCss/TP68ccfo5Ri7ty5fPLJJ0ycOJG3336bvXv3MnLkSM6dO0fv3r1Zvnx5Ucebw8qVK7nvvvtYu3YtS5cuJT09nb59+5KYaL3eT1ze0tMdrP3juKWFXA6Hydo/jpOe7iiSWEZPaEn1GiHoeSTauq7w87OhaZ6TcedmDwaGMnEow/mB8wMF8fGp2A0Tw/XLzDEr7HCYzJq6nYR47xZ9KaV4e1Jfnnm5KyGhvgDYfDRsNuePnWo1gpny7WAm3NPeq/MKIYQQebG0/W6lSpVo0KABa9eudfv8m2++yTPPPIOvry/fffcdw4YNA2D8+PFMnToVh6NoEgF3zp49S+XKlVm5ciXdunWzdIxsv3t5i49NpW3lT7w6ZvPZewgJ9SuSeA4fiGH0gJ84djQu22ItTQPDgLoNwvnypyG8/fIaFvyyD11XGIaJUmRr0ZUtUb00DzY9d1vQLtm97MsfhjBgaKN8vabk5HQWzN3HwX3R6Lqidfuq9Ly2rld1xg6HwZKFB/hzxRGSk+1UrRbMDaOb07CRzPoKIYS4yFLNbWxsLPXr18/1+SeffJIaNWowYcIERo4cyZdffsm4ceMKLUhvxMbGAhARIf/gCWuCQnzx9dNJS7X2JszXTyco2LfI4qnbIJzlm27ll+938c2UzezbdQGloHHzSG6b2JZhNzUlINCHL74fwuYNp3n12T85sDfaWfNq0zh9Ih6HYebda1Z5KGswncmxxsXODHGxqfl+TQEBPowY1Tzfxy9ddIBHJi7m9KkEbD4amM7a/3deW0PvvvX4+KtBRFYMzPf5hRBClB+WktvIyEhOnz6d55ixY8cSHh7OjTfeyPjx44mL87woprAZhsHDDz/M1VdfTcuWLXMdl5qaSmrqxX+oSyJWUXpommLIqCb8MmMXDnveNzJ0m3OslZKAgggM8mHM7a0Zc7v7mlXTNPngjXW89+rfOBzOxVymScYsrrXtefN0cRWaS3iFkmnXteDXfdw68hfX5/b07DtI/LH8MAN7zmDxn+NKLEYhhBClh6V7gm3atGHt2rUe61gHDx7MokWLCAoK4sEHH2ThwoWFEqRV9913H9u3b+f777/Pc9zrr79OWFiY66NWrVrFFKEorW65t42lmlvDYXLLvW2KIaK8vf3SGt568S/S042MTgXOxx2OPEoRvGVeTJKDgn3o2jtnR5SilpiYxr0TfnOGk8tfj8NhcvhgDK+/tKoYIxNCCFFaWUpuBw0aREpKClOnTvU4tnv37vz+++9ERkYSFRVV4ACtuv/++5k/fz6///47NWvWzHPs008/TWxsrOvj2LFjxRSlKK1atK3MC+/1AC5uRJBV5mMvvNeDFm0rF19gbuzfc4H3X3df/+5SGBPLyvmhNBgzoTWBgT6FcFLvzP5+FwnxabkmtpkcDpOZU7cRH5//0gkhhBDlg6XkdujQoXTp0oVVq6zNjLRv355Vq1bRpk0bateuXaAAPTFNk/vvv59ffvmFFStWUK9ePY/H+Pn5ERoamu1DiHET2zD5+4HUb1whx3MNmlRg8vcDGTex5Gdtp32+Jc9uCoWtYeMInnihS7FdL6sFv+5z+2bDneQkO6tXHi3agIQQQpR6lmpua9euzerVq706cZMmTdi0aVO+gvLGfffdx8yZM5k7dy4hISGu2uCwsDACAgKK/PqifOk/vBH9hjVk49pT7N1xHoDGLSJp37kaymqWVcSW/HYAh6cSisynCyHk7xaMKNIFdHmJjUnxOGubVXysd+3KhBBClD+WdygrraZMmQJAjx49sj3+9ddfc9tttxV/QKLMU0rR4arqdLiqekmH4lZSYnqez2c28LK6i1ludF1xdY/aVK9Rcnc2KlYKRNOU5S2PK0TKgjIhhLjclfnk1kKbXiHKlSrVgjl7JinPMa4etln33/WSw2Fyx70lu8HC0BFNWfjrfktjQ0J96dqj+Be9CSGEKF2sd1AXQngtLc3BkYMxHNofTVJS3jOuVo0c28JjHWr27RfyZ/zdbek7sEEBz1Iw1w1vTGTFAI+t1zRNMf6udvj7l/n360IIIQrI0g5l5Z3sUCYK25lTCXw5eRPTPt9CbIxzBb+/v42R41pwxwPtadgk/5uMxMak0LHBZyQn2T3ers/cZtctBcFBPiQkpGOzaSgF6ekGIaG+PPSfztz/2BVFVmdsGCZnoxIxDJOKlQLx8dFzHbtm1TFuGPQDdrvh9vVqmqJdh6rMWTKKgIDi7+gghBCidJHkFkluReHatf0sN/b7kdjolBwLv3Sbwsem8/XsoXTvUzff1/hz+RHGDfsZh8PM0Z/XxEShLm6/m0d+2uGKatz/+JXs2BKFYZg0aBzB4OGNi2wG9ML5ZL7+bBNffrKJqDPOvtnBwb6MndCaOye2p069cLfH/fvPSR5/YAnbtkSh6wpNU9jtBjabxqhxLXnl7V4EBRV80dueref47rNtbF132vn1aBbByDtackX3GqVmQaEQQoi8SXKLJLei8MTFptK11VdcOJeca0cDTQNfXxvLNtxC/UY52465kxCfRlJiGmEV/PHzcyaem9af4tmHl7N5wxngYlJrun7hsd62QeMKrNl6h9WXVyD7911gWN/viTqTmGMGVtcVvn463/1yA9d0z7194MYNp1i5/DDbtkZx+FAMvv46FSMD6T+oIdePbJbvXrypKXaeuXMZC2btQ7cp1051mX9u3akKH/8ymMjKssWvEEKUdlKgJkQh+mHaDs5FJeXZvsowIN3u4ItJG3ntg965jrPbDeb8sIsvPt7Ipg3OFnc2m8Z1I5pw533t6XBFda7pXYfNm09jZCRjhhe7kykFlSoFWX5tBZGYmMaIAbNcpQiXcjhMUlMcjB7+E3+uH0+9Bu6TfqXg8083cupkArquXG8gfvt1Hw/csxAfH406dcMZf2dbbh7XytJ2vKZp8ti4xfz+6yFnLFm2YM78846NUYzv+wvfrb6xxNqiCSGEsMbrBWUnT55k3bp1bN68mZSUlKKISYgya+pnWyyNc9hNZk3dTkqK3e3zycnpjBk+m/smLGDLxjOux+12g19n72Fgtxl8+tEGzpxOQCkwMz4ydxWzatjIpgDERKewfWsUe3adIzXVfUwF8ePMnZw4EZ9nf17DMElLc/DZ5H/dPr99WxSDr53pKmdwd670dIP9+y7w3JMraNf8U/5df9JjbGuWHWP53IN51i87HCb7d1/gh8+3ezyfEEKIkmU5uf3333+54oorqFWrFl26dKFDhw6Eh4dzzz33kJycXJQxClFmHD4QY3nTgeQkO2dPJ7p97tGJi/lz+RGAHEmX3W4A8H9P/M6Z0wnkp9eXUhAQ6EOjZhHcPnYuTWp9RI8rvuHqdl/RrPZkXnzmD06fSnCNj4tN5cD+C5w6EZ+v9ntffbbJUpQOu8mMb7e5TfqfeGgpqakOzxtYAKYJcXGpDB84i0MHovMcO2PKVnSb5+hMA6ZP3mq5525+pKU6WDHjAI9c/RvDw6YzPGw6D101n6VT95OWyxshIYQQ2VmquT1w4ADt2rUjIcH5j11ERASJiYmkpqailGLAgAHMnz+/yIMtKlJzKwpLnZD3SE8zLI9fv/9OatTK/v/cwf3RXNXyC4/HKgXVaoRw8ni8VzFqmnOjirse7MCUDzeAyn4rHpw1sBGRAbz4eg/mz9nL4t8OuJK6+g0rcNd9HRhzWyvL3Qmqh/2PtFSH5Rg37LyLuvXDXZ/v2nmWLu2/snx8Jt2mGHtra96f3D/XMR0iPiEpwXqbthUHbqNarRCvY/Hk3IlEnum/hGO7YlGawsz4eivNmVhXbxTKa4v6UqVOcKFfWwghyhNLM7dvvvkmCQkJDBo0iCNHjnDu3DmSkpJYuHAhVatWZeHChaxZs6aoYxWi1GvVtorHnqyZIioGUKVazkRl+ldb0HULM4kmnDweT2TFAI99b7Nq0DiCV97tzZQPN+BwmDkSW3Dehj93Non7bl/AkoUHss1WHjoQzdOPLmPotd8TG2OtNEnLEmDmcjcj+9K37OMv+Rr+sfyw5a9rttdhN/l++nbi4lJzHZOeZj3pBkhN8W68FSmJ6Tx17WJO7IsDcCW2zj87fz99KJ6nrl1EYpxsMSyEEHmxlNwuX76catWqMWvWLGrVqgU4Z3769evHpEmTME2T5cuXF2mgQpQFE+5tZ+m2taYrbr27DTZbzm/BPTvPW7r1nmnEqOYopXJNcJVyzsROuKcd85aPZtWmCaxeedRjNUPmPZ1Lk1/TdH5s2XSaO8bOsxRji9aVUMq54M0ADJybpxmuj4tJbli4H1WrZ0/6k5Ls+UpuAVJTHezbcz4jdpO/Vh3jmSeWc+8dv/Hsf5YTGmF9y15NV1SsUvgdE5ZNO8CJfXGuhYHuGHaTM4cSWPqNtR3bhBDicmWpW8KJEycYOHAggYE5f6j36tULcC40E+JyN3hEY6a8u57dO87lmqDquqJipUDG39PO7fPetlNt2qIiU2cP577xvxEbk4qmKQzDdHUTqFwliK9/GEaHK6oDzl6zv83d61UC7Y7DYfL7ssNs2XSaNu2q5jn2htHN+eef3H9GmBkfPhrcdkdbfH2zb+pQtWqQq9Y4v7Fu23KGO279lb27z2Ozaa7WaX7pGiF47oCg2xTXDmtAcGjhd0uYN2nXxS2T82ACcyftZOgDzaTvrhBC5MLSzG1aWhrh4eFunwsLCwMgNTX3235CXC58fXW+++0GmrWsBGS/va4yOhlUqhLED4tvpKKbnqmHDkSze+c5r67ZonVlrh3QgK2H72XSlwMZMKQh1/SozeDrm/D1rKFs3H+PK7EFOH4szqvE1nTzK5NuU0z7aqvHc8yZvdvStWy+Onfc2z7H44OHNsbXL/ddzPKiaYqUFDv9e83gwL4LgHNRnsNuYrcbJGPPtTwiK8NhcsuDbfMVQ17SUh0c2x1rbSGiCacPJpCcIIvLhBAiN9LnVohCVrFyIPNX38zCufv4avImtm+JwnCY1G9cgdvubsv1o5u57ZW6f+8FBnabTkK8tZpKTVM0b1WJth2cs6b+/jZuHNOCG8e0yPM4d6UQ7mSme+5yLoWJAhx22Lv7fJ7n2bH9LGtWH7d0TYdpuv3ahIX7M+621nz9+WavuhXoNkX/gQ157skVpKbY3Sb1hoJoUqlg+rk9R+ZM+PMf9qBd52qWr23VpTvMWTsm/7PYQghR3llObjdv3szLL7/s9fNKKZ5//vn8RSdEGeXrqzP0xqYMvbGppfGmaXLnmHkkxKdZnlU1TZOnX+rqdWz1GoQTEuJLfB5JtJlRG5v7884PDdPj4rcfvtuBzaaw51FPmiktzcH8OXu5+ZZWOZ57+fWebNl0ho0bTllPcE3oN7ABD96zKO/rKoPzpBBs+hCg2VyLuADaXlWVe57qRNd+daxd00t+ATrhVfyJOWNtcV5IhB+BRVAaIYQQ5YVXye3mzZstP6+UwjRNSW6FyMXRw7FM/2or27ecISY6hZ3bzlo+Vil475P+9Olf3+vrBgT4MHZCaz6b9G+uibTVuUQTaNcx79nM0ycTLPf+tekap7L0180qMNCHeYtH8fp/V/PN55vzTM5tNg3TNPnkq8Hs3nkOm03zWLNrVybxPunccl9bevWoh+EwqdsonHpNrG2RnF9KKQbf3ZSZr2zxmLRrumLgXU3yvbhOCCEuB5aS2xdeeKGo4xDispGW5uCZR5Yz/astaJrK18Kux57twuhbc85uWnXvg534YcYOYqJTclzfc/Vp1rHQo1feM5oBAbaMxU+ez2oYJgEBuf9YCgjw4eXXevL089fw+/LDHD0cwz9rT7Jq5VHOnU0CwMdH4/qRzbj3gU60bluFJx9dZnmRnqYUDky6D6hr7YBCMuCuxvz8wQ5S4tMxcsnBlabwC7Qx6J4mxRqbEEKUNZLcClGMTNPk/gm/MW/2HkzT/RaynthsmuW62dxUqxHC3CWjGTFwFmdOJ6JpuJKqzBpTK5SC31ccoVuvurmO6d6rDt9+ZW1bYsMw6Z7HuTIFBPgwcHAjAO6537lA7OTxeNLSHVSpGkRIyMX62YgIf8uvxzBMIiIDLI0tTBFVA3nlt2t5buBSUhLtOepwNZvC11/n5V/7UKlmULHHJ4QQZUnB/oW0YMeOHUV9CSHKjOWLDzH3pz2Wb9O743AYhIS6X/zkjabNK/LPjjt57+N+tGpThdBQPyIiA2jQOMLybW+lFEePxOY5ZtCQxpY2mtB0Racrq9Mio9OEN2w2jdp1w2jYKCJbYgswdERTy28iHA6TYSOs1UkXtmadK/PxxiFcd19T/IMvzjv4BeoMursJH28cSstrqpRIbEIIUZZY2n7XW2fOnGHmzJlMmzaNrVu3YreX7rY1sv2uKC6jh/7EymWHC9RjVilYt/NO6tQLL7zAsvh08gaeeWJ5rrfHs9J1xY2jWjDly0F5jps/dy+3jPoFwG1ir+sKHx+dxX+MpXXbwk/grus7k7/XHHe7G1vWGLr3rMPs+TcV+vW9lZps59zxJEzTpFKtIPzyKNUQQgiRXaHN3CYnJzNjxgz69+9PzZo1efzxx9m8ebOrD64QlzvTNFm5vGCJra4revatV2SJLcAVnWtYSmwBHIbJFZ1reBw3eGhjvpo+lIBAH1AXN6rInCGOrBjIvMWjiiSxBfj4i8FUjAzMtbODrisqVwnio08HFsn1veUXYKNGo1BqNg6TxFYIIbxUoJlb0zRZtmwZ06ZNY86cOSQmJgIQGBjIkCFDGD16NP369cPHx6fQAi4KMnMrikN6uoOaIe/m+3jdpggL82fR6rFFmtwCdO/8Ddu3RnmsVQ0M8mHPkfsJdtOb1p2EhDR+/G4nC3/bR2xMKpWrBHH9jU0ZPLQxPj7526TBquPH4njswcUsXXQQpRSarjAcJqZp0n9QQ/73YV+qVQ8p0hiEEEIUvXwlt1u2bGH69OnMnDmT06dPY5omuq7j4+NDamoqiYmJ+Ptb36+9pElyK4pLw8ofEB9nbZMGcM4oKqWw2w3atK/CZ9Ouo26Dom1NBfDXn0cZOuB7DMPMsz74rfev5c57cu4oVpodPRzLgvn7iI1JIbyCPwOva0yt2kX7fR9/PpU/Zxzi5J44lAb12kVwzai6+AXKrKwQQhQ2y8ntyZMnmTFjBtOmTWPHjh1kHta+fXvGjRvH6NGjGTFiBGvWrMHhcBRp0IVNkltRXJ55dDnffLrJY2mCpkHdBhXoeEV1IioGMOzGph77yRa2RQv2M2HMXFJS7NkSXF13dlN48dUePPjolcUaU1njsBtMe3Ijiz7ei8NuoGWURTjSTfxDbNz0QmsGP9wso1Va+WY6DBIPn8ORlIpPeBABNStcFq9bCFH8LCW3ffr0YeXKlRiGgWma1K1bl5tvvpmxY8fStOnFlcVdu3aV5FaIPOzbc57u7b+2VHe74M8xdLiiejFElbvoC8l8N307s2ZsJyoqieAQXwYPacz4O9pSu67U0+fFMEzeu3kVa386mufs9w3PtWLUS22KL7Bi5khN58SP6znx03rSzsa7Hg9qUJmaN11JlYGty0WSa9rtpOzajiMmBuXrg1+jptgiIks6LCEuS5aSW03TUEpRrVo1Pv/8cwYMGOB2nCS3Qng2a9p2HrprIUqRY+GWUs5uAi+/3ZO7H+hYMgGKQrH6u0O8P/YvS2PfWj+A+u3LXyJkT0xl60MziN99KmebjIx9Par0b0WTZ4egyuiua6bDQfzi+SSsWIKRse4EAKXwb9mGsOtvwqdq8d51EeJyZ6lbQlhYGKZpcvLkSW688UbGjBnDwoULMawuqRZCuNw0riUz5oygZZucnQEaNongi5lDJLEtB377aI+lfsGaTbFoyt5iiKj47Xl1HvF73CS24Nqw7syibRydZu1NQGljOhyc/3wycb/+kj2xBTBNUnZsJerNl0g7frRkAhTiMmVp5jYtLY358+czdepUFi5cSHp6OkopKlasyKhRoxg3bhwdO3aUmVshvLR10xl2bI3CNKFxs0g6XFGtXNyiLWpJSen8s+4EiQlpVKwYSMcrqqPrRb4njWVx51KYUOUny+MDQ32YGl3y/XULU/LxC/xz08eWxtpC/Llq3sNovmVrgV38kgXE/vJD3oM0DT00jKqvvIPSi7YjiBDCyetuCdHR0Xz//fdMmzaNtWvXOk+iFI0aNSI6Oppz585JciuEKBLR0Sm8/cZffPPVFhISLnadqF4jhPvu78jE+zvla2vi2AspnD2VhK+fTo16IQVOlE8fiOf+xnMtj1ea4sf0MQW6Zmlz6NPfOTp9DVjc+rj5qzdQqUfJ7A6XH6bDwalnHsWIy3uHvkyRdz9AQNsORRyVEALA67fJFSpUYOLEiUycOJEDBw4wbdo0ZsyYwd69zttqSik6d+7M6NGjGTlyJNWqSa2REKLgzkYl0rf3dA4fismxIO/kiXiee+Z3/lp9jGnfDbfcM3fj6pNMfX8Lf84/4urpW6laIDdNbMlNE1sSEpa/bY6DKljr+5spMKx09wLPj5RTMdYHa4qUk9FFFktRSN2/13Jii9JIXLdGklshikmBpicaNGjAiy++yL59+1izZg333HMPERER/PPPPzz66KPUrl2b3r17F1asQojL2G23zHWb2GYyTVi4YD9vvGatfvP7j7cxofdcVi04km2zirOnkvj4xfWM7TKbs6cS8zhD7kIi/GjRo4qr9VdeNJui6+i6+bpOaaa8mf02QdnK1i17y4ktgGngiClbybsQZVmhFal17tyZjz/+mFOnTjFnzhyGDx+Oruv88ccfhXUJIcRlatvWM6xaedRjCzXThE8//pfk5PQ8x61edIQ3Hl4NJjjsOc9pGCbHD8Xx4LAFHndpy82gB5piWGj5ZjhM+t3TOF/XKM1CW9a0XJKAaRLa0vM2zqWJ8vVuVl/zy99dACGE9wp9BYbNZmPIkCH89NNPnDlzhk8++aSwLyGEuMzMnL7dci1tXFwqC3/bn+eYz1//12MnA4fdZNemc/zz+wnLcWbVaWhNrr27kcdxt77TgVotwvN1jdKsct+WaP4Wyi0UBDWsQkizku3p7C2/ho3BZrGyL6MtmBCieBTp8uKwsDDuvPPOoryEEOIycPJEPA6HtdaDuq44cTwu1+eP7I1hy99nLM3I6jbF7C92WI4zK6UUd066gptfbUtgqDPJ030Uus2ZVFeoFsD9X3fhuoeb5ev8pZ0tyI96d/f0PFApGjzYp8x1CdGCggjsdJVzO0GPg3WCrrqm6IMSQgAWF5T9+eefBbpIt27dCnS8EOLy5uevo2nK0s5uhmHi55/7j7Yj+63XSjrsJod2x1gefylNU1z/VEsGPdSUdbOPcmJvHJquqNc2gg6DaqDno7NDWVLjxk4YKekc+ux35w4lWd9QKIXmo9PspeFU6FCv5IIsgLAh15OycxtGfFzOHVmyCB95M1pQcDFGJsTlzVJy26NHjwK9qy5rrcGEEKXLNV1r8/1MazOopgldu9XO9XmbzbufZbqX493xC7DRbWz9Ap+nrFFKUfuWq6nUqxkn52zk3J97cCSl4hMeRJUBrag6sA2+FYJKOsx808MrUPmJZzk35UPsJ445Z3EN4+JWgz4+hN84huCuPUo6VCEuK15tv9umTRuqVMm5q5InCxcuzFdwxUX63ApRuiUlpdOgzockJuS9UEzXFZ2uqM6SFeNyHXPudBJ96021tNhL1xXX39GcZz+Su08id6ZpkrZ/L4lr/8IRcwHl64d/k2YEXnk1WkBASYcnxGXH0sxteHg4MTExbN++nSpVqjB27FiGDx9OYGBgUccnhBAEBvrw1jt9uO+e3N8oa5pCt2m88XafPM9VsWogvYbW4/d5h9x2SsjK4TAZeVeLfMUsLh9KKfwaNcGvUZOSDkUIgcUFZadPn2b27NkMHjyYP/74g1tuuYUqVaowbtw4Fi9ejJFHrZEQQhSGcbe24f2P+mGzadk6HWT+OSzMj7nzb6J9B88bx9zzXEdsPlqeHROUBoNubkSjVpEFD14IIUSx8Xr73djYWGbNmsWMGTNYvXo1AJUrV2bUqFGMGTOGjh07FkmgRUnKEoQoO86dTWLat1tZ8Ns+4mJTqVI1iJtGt+D6G5oREGB9p69/V53kwWELSEpMx8zy/ly3KRx2k2tH1OfVb/rg61e2NhcQQojLndfJbVbHjh1j+vTpzJgxg507d6KUonHjxtx+++08/vjjhRlnkZLkVojLU8z5FOZ+u5ufv9pJ1IlEfHx1ruhZg5smtqRjt+plrj1VQZimyfl/T3J8/l5SLySjB/pQtWsdql/bAM1XEnwhRNlRoOQ2q82bN/PMM8+waNEiKlasSFRUVGGctlhIciuEKGkX9sezZeohYo8kovtq1Lq6Ei1G1sYn0OJGAQWQcCSGdQ8uIG7veZSuMA0TpSlMh4lvuD/tX+tDtZ5ls12XEOLyU+Dk9tSpU8ycOZMZM2awZcsWTNOkbdu2bNy4sbBiLHKS3AohSkpqXDrzbl/LnrknULpzplgpMOwmviE2+rzZlvZ3NCT5Qipnt8dg2E3C6wUTXq9w+qYmnojjjxtnkR6Xiumug0TG5HXnyYMlwRVClAn5Sm7j4+OZPXs206dPZ+XKlTgcDiIjIxk5ciRjx47lqquuKopYi4wkt0KIkpCWaGdq7+Wc2RLjPrEEFCY1O1Xg3PZojPSLY2p2rUznJ1pQr4/nBXS5MR0Gf4z+iZhtZ/IeqMAn1J8Bf05AlxIFIUQpZzm5tdvtLFiwgBkzZjB//nySk5MJCAjguuuuY+zYsfTv3x+b1X22SxlJboUQJWHVq9v587/bsy1oy0ph4qM7f0RfWv6rdGfZQO93O9L+nsZeX9uelM6q2+cRvelkjnPnpuPbfak1WNpdCSFKN0vZ6MSJE/nxxx+Jjo5GKUWvXr0YM2YMI0aMIDhYthQUQghvGXaDDVP255rYkkdiC7hmepc/toFKLcL+n73zjo+izv//8zOzJT2U0HsVUARERUQUK4iCnr33rlfUu7Od5c56p97P73n2s/feFaSIgKBIE5XeawIhpGfLzHx+f8zuZjfZ7M6mEvg8faxhZz7z+bxns9l9zXvehR5jU2uw8+PN31C0eAeaww7AQhfkf7dRiVuFQrHX40jcPvfccwghGDFiBOeffz5duti3wT777DNHi1xwwQX1t1ChUCj2QfJ/LqZip6/O/eESvMm8qkIX/PR/K1MSt0XLCtgxc2OkS6wTz600JUZl4g5xCoVCsTfgOI5ASsmSJUtYsmRJyosocatQKBSxBMqStBLWnKVDSEOy7uttVO7ykdEhzdEx69/+1U5es6TjkAShC7ztVCtZhUKx9+NI3F566aVNbYdCoVDsV2S09ybcL3DmUQVAQtn2KsfitmjZrkhYQyqeWxWSoFAoWgOOxO3LL7/c1HYoFIr9nEDA5IvPVrNyZSFCCIYO7ciEif1xuRwGhbYyOhyUS7sB2RStLYNGqDaue1J4nSJ5xIJwTnFCgasJsnq3Ie/wbvW2T6FQKJqL1lneQKFQ7DNIKXn6vwv51yPfs6fIFxGzhmHRsWMm9/z9aC65bFgLW1mNETBZ/NFWVn+3i6DPpG33dI68tA8d+2enNI8QglF/PICvb1oYd78lQcOZVzW9vYe2/Zwn9+YOak/Z+j1IUyItgdBlnR5cKcGd4eaIJyfuVx3bFApF60WJW4VC0aLcfee3/OeJBZHnhlFdPmDnzgpuuv5rdu2q5Na/tHz97J/e3cybNyykoiiA5goJPQlfPrCcYZO6cvmrR5DZ1uN4vkOu6sfGWQWs+HBLLe+taQl0lxOXrqRtr4wUYhig73kHseXzNaFnAssEoVV7cKMLRHrapDHuvXPI6pnreH6FQqFoSRzVuf3HP/6RfCIhyMzMpHv37owZM4Zu3VrP7StV51ahaBm+nbmR0055x9HYWXMv5ZCR9W9Y0FDmvbaBly/9sc79mi7oMjiH2+edQFq22/G8lmkx58HfWPCf1fhLgwiXneglLUlmWxdGeTBB2IJEAGlei/6n9WT8S0cjtOQiV0rJdxd8zO4l+TWaR8QmmEkhOOa10+kwqvV8nisUCoUjcatpWkq3ozRN48wzz+Spp56iffv2DTKwOVDiVqFoGc496wO+mboO00j8MeRyaZx3/oE8/fwpzWRZLOW7/fyl66cYgTqL0gK2wD3pz4M485HUwyiCVQarP99OyaYKdI9G9yPz6Dg0lw9OncnWeYXYCjf8OWz/WwiJ121FyoZNfGscfU7u4Wi9QLGP2Zd9RvFvu+xpo34FQhcg4dB/Hk+v01USmUKhaF04EreXXXZZUnErpaSyspL169ezdOlSpJQMHTqU+fPnk56+d5ePUeJWoWh+qqqCdM57PEETg1jS0lwUFN3aInGfUx9byYe3LXVka0YbN4/tOB13WuO0qf3olKlsm7+LYAAsaYtOIcClW+hadTSC0AXdj+7M5I9OcDy36TPY+NFK1r62jLJ1ewDQPDo9Jw+k/yUH02ZwXqOcg0KhUDQnjmJuX3nllZQm3bJlC1dccQUzZ87k6aef5tZbb62PbQqFYh+mtMTvWNgC+HwGgYCJ19v8qQJLPt7q2NbK4iDr5hcy6NjUOobFw/CZ7Ji3Ew3wuiFRWQVpSrbM2oFlWmi6s8oJepqLfhccRN/zDyRY4scMmHhy09C9jSPMFQqFoiVokho7PXr04IMPPiAnJ4cPPvigKZZQKBStnKxs54lXAG63hsfTMqKrsjiQ0nhfaeN08jIqjdQOkGD6zJTXEULgaZNGesdMJWwVCkWrp8kKSObm5nLUUUexcuXKplpCoVC0YjIzPRwzrhe6njzMwOXSOHXywBYrRZXdwZtKMQIykzRocIonx43mdv4xrafpuDJUERyFQrF/06TV0XNzc6msrGzKJRQKRSvmuhtGYprJy10ZhsU11x3SDBbF5/Dzeznus5DbJY2+RzROIq3m0hhwRm+7gkIyBLQbmE3J2pJGWVuhUChaK00qbjds2EBenkpIUCgU8Zl46gDOv/CgpF7R6288lDFH9Wweo+Iw6sJepGW7EEk+MYUGx/9hIHojdlU7+NpBNcp11YGUFK8q4v2jPuGrc7/Bt9vXaDYoFApFa6LJxO2CBQv48ccfGTVqVFMtoVAoWjlCCJ5+biJ/uuUIPF4dIezYWrdbQwhIT3fxt3vH8sijx7eonWlZbq57fwxCE3UKXKHBoOM6ceKtgxp17Y4j2nPUQ4eGFok3wha+ui4RoeI32+fs4LNJX+Ev8TeqLQqFQtEacFQKzCk+n4/169fz5Zdf8sgjj1BcXMzXX3/NSSed1FhLNAmqFJhC0fLs2ePj3bd/ZdXK3SDgoIM6cs55Q8jObpz41cZg9ZydvH3TYrYuK0bTBQiwTIk7TeeY6/pzxsMH426ihKy1n2zixweWULyuLLQlXPdW4nJZaDVEt9AFB145mNH3H94k9igUCsXeiiNxq+upf1hLKbntttt4+OGH62VYc6LErUKhcIqUkg0Lilj93U6CPpN2PTI45MwepOc470rWkLW/v2sBv76wMlTv1u4oVldYhyvTxUW/nIs7s+ltUygUir0FR2m1qTh309PTGTNmDH/84x855ZSW6SakUCgUTYUQgr6j2tN3VPN3XxRCULJqD7rm7DPZqDDIX7CTHseq9rkKhWL/wZG43bBhQ9IxQggyMjJo164dWs37YwqFQqFoFPwlqdXcDZSmNl6hUChaO47Eba9evZraDoVCoVA4IL1Dup0K7LBjWnr7tCa1R6FQKPY2VLVvhUKhaEX0+10fts7c5mhsWvs0Oo+y2wAHy/xs+WwlO+duwqgMkt4pix6TB9HhyJ4IrWWaYygUCkVToMStQqFQtCL6Tu7ND3cvIFAaRFoJYm81OPDKQWhujU0f/sayB2ZhBUKteaVdTWHrF6vI7NWGUU9PIrtP2+Y5AYVCoWhiVHCsQqFQtCJcaS5OfPk4hC7q9rhq0GV0Z4b9fiibPvyNpXfPwPKbdvWwkB4ON4ao3FrC3Avfp3JbafOcgEKhUDQxStwqFApFK6PLkZ2Z9OnJtB/aDsBuLhFq0aun6Rx05WBOfvtELL/BsgdmJZxLmpJgmZ/fHv++qc1WKBSKZkGFJSgUCkUrpOPIDvzum0kULtvN9u93YFSZZHXNoPcpvfBkewDY9MGv1aEICZCmZMe0tfh2VZDWIbOpTVcoFIomRYlbhUKhaMXkHdyevIPj19zd+f1mx/NIU7J74Ta6nTywsUxTKBSKFkGJW4VCsd9SvtvPDy9vYMHrGykt8OHNcjPs9G4cdV0/OvbPbmnzGoxZGYzE2DrBqDKazhiFQqFoJvaZmNunnnqK3r17k5aWxqhRo1iwYEFLm6RQKPZifvliO3/r8Tmf3PYz25aVUFbgp3BdOd8+sZq/D/yKKQ8uT6k7495IWqdMhO68zFdaXkYTWqNQKBTNwz4hbt99911uueUW7r33XhYvXsywYcMYP348O3fubGnTFArFXsia2Tt5/ndzCfpMZI1mCJYpQcLnf/uFb59Y3TIGNhI9Jg2KVEVIhqdtGh2O6NHEFikUCkXTI2Rrd00Ao0aN4rDDDuO///0vAJZl0aNHD37/+99z++23Jz2+tLSU3NxcSkpKyMnJaWpzFQpFC/PPQ79hy5I9tYRtTdzpOg/nn0Z6jrt5DGtkpCWZccrrVG4tSSxyBQz6/REccN3hzWfcXoBVthvj56kEf5mOrNgDLi96v5F4DjkVvdvgljZPoVDUk1YfcxsIBFi0aBF33HFHZJumaZxwwgnMnz8/7jF+vx+/3x95Xlqq6jsqFPsLmxcXsXnRHkdjgz6TBa9v5JgbBzSxVU2D0ASjnp7E3AvfJ1jmjy9wBXQ6pjcDrjq0+Q1sQYw1P+D75BGwDAj7eIwA5vI5VP02C9fwCXhPugGh6ZFjrII1GD9/jrV1GdIMouV2QR86EX3AUQiXp4XORKFQ1KTVhyUUFhZimiadOnWK2d6pUyfy8/PjHvPwww+Tm5sbefTooW7FKRT7Cxvm7waHYahCC41vxWT3acsx759HlxP714q/9bRNY9Dvj+Dw/5yK5mr1XweOMbf8hu+jB8GMErZhpF06zVg6hcC3L4c2GQSmPIr/zRsxf5uGLN4OZbuwtv1K8OtH8L10GdbuTc19GgqFog5avee2Ptxxxx3ccsstkeelpaVK4CoU+wlmwEJowlksqgQjkCR2oRWQ0S2Hw/59Mr5dFexeuA2jyiCtQwYdjuiB5taTT7CP4Z/1MjHt2uoguPAT3IedjjHvZczl0+2NMqpucDiupaII/3t/Ju2ipxHZHZrEZoVC4ZxWL27z8vLQdZ2CgoKY7QUFBXTu3DnuMV6vF6/X2xzmKRSKvYz2fTIdJ1kJTZDXZ99papDWIXO/r2NrFW7G2rbC4WhBYN5byOXTEg+TFvjKCC54F8/xNzXYRoVC0TBa/X0oj8fDyJEjmTFjRmSbZVnMmDGD0aNHt6BlCoVib+TAiV3IbO8sPtIyJKOv6NPEFimaE3PHGueDpYW5fiEIB95taWH+NhUZqKq/cQqFolFo9eIW4JZbbuGFF17g1VdfZcWKFVx//fVUVFRw+eWXt7RpCoViL8Pl0Tnxr4OSjtN0wUGndqXTAaqCyj6FlbwdcTSyqjQ2FCERhh+rcEM9jFIoFI1Jqw9LADj33HPZtWsX99xzD/n5+QwfPpwpU6bUSjJTKBQKgOP/PIj8FaX88MpGhEatkmBCg27D2nDZG6NaxkBFk6G16+p8sNDtJLxUwq5N1eVNoWhp9ok6tw1F1blVKPY/pJT8+NpGZv57FduWlUS253RJ45ibBnDsHwfizdwnrv8VUUgpqXzuamTxDkfjXd36IAvX1r4CqgPvla+h5cbP91AoFM2DErcocatQ7M9IKdm5ppyynT7Ssl10OTAXfT8qi7U/Evx1Jv4vHk88SGjofUbgHjqO4NePJJ9UaGjdDsJ7zmONY6RCoag3yi2hUCj2a4QQdBqYTaeB2S1tiqKZcB90HNaeHQS/f4u4cSkItE79SJt8G7jcBOd2gPLdib230sJ12Dn1skdKidy2CPPXT5A7frYbS2R3QR9yKtqAkxDerHrNq1DsryjPLcpzq1AoFPsjxvpFBH/6FHPDosg20aYz7pGTcA8/GeG2S0Zauzfjf+9W8JXFD9CWFq6jr8Z96Nkp2yCDPozpf0dumm9XZaiZvJaWg+uUR9E6HJDy3ArF/ooStyhxq1AoFPszsrIEWVkCLi8itwNC1A5LkWW7CC54F/O3qWBUt2/Xuh+M67Bz0Pscnvq6UmJM/ZstbOvyCgsN3Om4z3oBkZNCMpxCsR+jxC1K3CoUCoXCGTJQZZf7Mg1ETscGJY9Z+b9ifOKg6YPQ0QadjOuYP9d7LYVif0JlTSgUCoVC4RDhSUfvOgS9x8ENropg/vaJwwYRJtbqb5D+8gatp1DsLyhxq1AoFPsp0rSQVipFXPdPpJTIQBXSCDTuvPm/Om8QYQaQezY16voKxb6KqpagUCgU+xFGeRW7pixhxycL8O8oAiC9V0c6nz6KDicejJ7ubWEL9x5k2S6Mn7/AWPYl+EoBEO174hp+OvqQExDutIYtkGK3NMdCWKHYz1Ext6iYW4VCsX9QuWkXy//8CsGiMoj+5BeABG+Xtgx5/DLSOrdtKRP3Gswtywh8credPBaT7GW/WKJ9L7xn/ROR2a7eawQ/vwW5fanjBhHui95HZHWo93oKxf6CCktQKBSK/YBgSQXLb3mZ4J7yWGELkef+nSUsv/UVzCp/reP3J6w9Wwl8fBcYvjjC036xZNEW/B/eiWxAu119yGRnwlZoiB6jUha2UkpkeQFyzwZkVVE9rVQoWh8qLEGhUCj2Awo++4lgSQVYCW7WmRb+/D3smraMzpMPaz7j9jKMhR+AaUCiG5vSQhaux1o3H33gWMdzy6piZMFvSMMP6W0htxuU5icOOZASfcQFztewDOTqrzB/+wCKN0S2i04Hox10DqLX0QghHM+nULQ2lLhVKBSKfRxpWeR/uiCxsI0i/+Mf9ltxKwOVmMunOYtvFRrGz585EreyLB9jwYvIdd/aHcjCZOSBOx2ClXEaROggLfRxf0HrOsyZ/YYfc/odyG0/YYdQRO3b+SvmjGWIQaejH3mLEriKfRYlbhUKhWIfxyirIljksIyUhKpNu5CmhdD3v8g1WZIPZtDhYAtr1/rkw/ZsIvjp78FfUVs0VxbaP9v1hYpC8NuJawgN0WcM+sHnonU+0LH95rzHkdsWhleuZS+AXPkJVk5X9KHnO55XoWhNKHGrUCgU+zoOPbax7Pe5xo2CtEyCX90O/vLE8bVF69GOvBG95yikaSAy8xBpqSU4y4qdyLVTcPK7s35+A23IWQjdndIaCkVrQIlbhUKh2Mdx5WSgZ6djllU5Gu/t0hahO2gusA8icjuD7nbmvRUaWl6fhEPk5h+hbIejta1lH6APPRMtTvvfOuffvRZr03fgL0fuWUek9EUy/KXIzd8j+oxzvJZC0VpQ4lahUCj2cYSu0XnSoWx7Z25yL66Azqcf3jyG7YUITwb64OMxf3MQdystXMMnJxxirpoCQnNWFaG8AJn/K6LLwUmHypItGLMfhJ2/2bG5QoTq5jr0uAsdWbrV2ViFopWx/wVUKRQKxX5Ip9NGoad7QEuQRKQJ3G2y6DjhkOYzbC/EdejZoLuomZAVg9AQeb3R+h2ZeLLyAsd1bAFkRWHyMSVbMD67FnatDG0wQ0lqqYSSSFt0KxT7IOqdrVAo9jsCFQY/vbCO9y/+gbfP+Z6v/7yE/F+KW9qsJsXbIYfB/7qkboGrCdw5GQx57DJc2enNb+BehNauB57T7weXJ44AtF870bYb3jMeRuhJboC6UutiJlzJO8QZsx8KVVdoQMcyaSHyBtX/eIViL0Z1KEN1KFMo9id+emEdX9+6hECFidAFWBKhCyxD0ve4jpz79pFk5u27LWj9u0oo+HQB+Z8vjMTguttk0un0w+k86TDcbbPqPFZKSdWK1ZTOmI1vw2aQEm/PbuQcN5aMoUMQ2r7lL7HKdmIu/dxuv+u3q02Itt1xjTgd/cATEe7kFwHmotcxF77szHuruXBf/AEivU2dQ2TRWoyPL3d6CnWT0w3XWW+rcmCKfRIlblHiVqHYX/jh6TV88fvFde7XdEH7AVlc8/0JpLfxNKNlzY80TYIlVQhhJ5wlK/tlVlaR/8SzVK1YDZoGVkishf7t7dOTLrfeiCs3/meoWVKEVboH4fKgd+yS3OO5FyGlBYEq0HSEOzVPrKwsIvj62cm9rEJH9D8O9/F3JRxmLn4Za+mrDfPaAvoJD6H1ct58QqFoTbSeTxeFQqFoAGX5VXx185KEYyxTUrimnNmPrGD8I86K5rdWhK7jaVe3lzYaaZjsePwpfGtD3a6sKC9k6N/+TVvZ/sgTdL/3NrS0as+3f+XPVM76nOCaX6vXzswm/cgTyTh6IlqGMxtaEiE08GamdIysKsFc8TXWtiWQ2RHKE1RMEDp4M3EdfmXyiQNldvJYfdxSoRAL/ajblLBV7NMocatQKPYLFr64Humg3qs0JT89v47j7jsId9r+WQ6rJuU/Lca3el3iQZZFYOsOSufMp82J4wComPEJFV+9UytuVVaUUTn9E3yLv6ftjfei57ZrIsubHykl5tL3MX/4X1T1glDylrCIiQIIV1HI6oh74iOI7M7JF/BmJ24LHIMA3WOv781B6z8ebdBkRHbXlM9LoWhNKHGrUCj2C1Z8us1x0rqvJMjWBbvpc3THpjWqlVAybZadhObg4qBk6rfknnAM/l8W2MIW4sebSgtrzy5K/vdP2t788D4Tr2sueRdz/vM1toY8rVIghQBdR7Trhcjpij5oAqLHKITm7EJK63UM1uKXHFojcU1+HtGubyqnoFC0evaNTxOFQqFIgr/USGl8oCy18fsq0rLscASHXc6CBTuxKiqpnP4xJEtWsiyM7ZsIrv2tESxtfKRpYO3ZhlW0GRmoTD6+otD22NZJSOSaEtHhQNzj/4HW60jHwhawhWqng+1QhoQDdeh0sBK2iv0S5blVKBT7Bdmd09i9tsxxrGJmx323YkJKSJnCbXCb4LaNGNs2OhusaVT9OBPPwKGp29ZEyMo9GEs+xfj5C/CV2hs1F9oB43CPPBOtY7+4x5nLv3K4gIW1ciryyGsQntRieQFcR9+J8dk1EKiIn1gmdPBk4jr6zpTnVij2BZTnVqFQ7BcMu7CXs4EC2vTOoOvIfScOtCEIXUfPyXY+3uMGX5nzBSwLc+f2eljWNFh7tuF7/QaMBe9UC1sAy8Ba+S3+N2/CXD07/rGbFsQJwZA1HiHMADJ/eb1sFDnd7HCDjgeGNmiguSKxzaLjgfb+nG71ml+haO0oz61CodgvGHZBL6be/jP+0mDS2NsxfzoALVEnr/2MnOPGsufTr5N7cDWN7LGjEW53agvsJWXBZNCP/8PboHJPHXHCtpc08OVDuAEtrw8ipxPCFSobZ1RFD7b7PQgZE50hpQTL3iANf71tFTndcJ36FHLPBqyN34G/DLzZaL2OVqEIiv2eveMTRaFQKJoYT6aLCz4Yw6sTZ2MZVnyBK2DI77oz6ob+zW7f3kzusWMp/mo6MhhMLHAFtDlxHHp2WnUlgGRoGu4+BzSesQ3AXP0dlO5MPlBaBL+437736cnANfQUXCPOgMwOULTJFsFa3a+T0KX90qQ3/O6AaNsHvW2fBs+jUOxLqLAEhUKx39D32E5c/d1x9Dgiz94gsLuUAWm5bo69+0DOfXs0WpKGBvsbrnZt6HLL9QiXbjdtqImmgabR+cYr8XTrgp7TFu/Qw+KPrYllkX7kCY1vdD0wln2ZPAkuGgkEKjEWf4jvjWvRug63Bb2wha0QtacLPxcayPzEdZcVCkX9UB3KUB3KFIr9kfxfitk0dxeG3yK3ewYHnNpV1bVNgn/LNvZ8PoXyHxdXN3IQgsxDDqbtpAmk9esdGWvkb6Hoib+BEUjg7RWkjT6enLOuanLbk2GV7sT/8hVgBpwfJEKhB2CrVW82mscE/x5nGtmbjfuSDxH6vt0NT6FobpS4RYlbhULRcliGxaapW/j1xZXsWrIbaUly+2Yz5PJBDDizD+7MFONXmwGzrJzA9h0gwd25I642uXHHBTasouR//0T6apTREgKkxHvo0eSccy1C17FKdhFYMhVj3SII+BA5eXgOPh7X4DEIV9O+BubGhQQ+u88W4qkQLW7tDeg9ByF3LsOp/9d14n1o/caltq5CoUiIErcocatQKFoG3x4/X58/nZ2LChG6QJqhj2MBSMjsksEpH55E2wHxxWNrwKqqpPK7L6ia8xXSZydcCU2i6RZaZhbe0RPRvBaB794Kid6wR9iO2RWZbcg47170Lk0TB23tWof/rT+AaZBaT9twwlj0NoGW6UVYFc7ijYWOftjl6IdclJLNCoUiMSqwTKFQKFoAy7D4+vzp7Fq6G6Ba2EJEY1XurOLz06ZQubMqzgytA6tkF8EFX6CLSlxeE5fXRHdbtnatKsc/+20C370JyFhBGPq3rCyl4vU7MQu3NIl9wR/fjmqT65Soi5Aa2+1mD079tjJ5MwaFQpEyStwqFApFC7BxyhZ2LiqMFbU1kKbEV+Tn1/+taEbLGg9pmZS/9gjS76uO0Y0dgeZO0glOWhD04//2tca3r3IP1pq5zrys1UfZP+rUr674jRXiTmUhOu4dlSIUin0JJW4VCoWiBfjtxZWRSg2JkKZk+SurMAMOBdNeRHDVYqziXXWKR+FyLgKN1T9ilRY2onVg7d5Sf2Eb71cnNETeIHA57G6X0xXRdUQK6ysUCicocatQKBQtwM4lib220fj3BKjYXpl8YCNjBYIECnYSKNiJFUgx2QrwL/ku0jUrHkJPQVhKibm1sT3Y9Ug5qUvYAkgL14gz0A+7wtFUrtHXI1IpPaZQKByhmjgoFApFC+BU2IaxzFQ8jA0jWFhE8dSZlM6ai/TZXbSE10PO0UfSZsJxuDt2cDSPVVqU1DOaUllZI+h8sAO0tt0jlRucISI1bGvv0hAdB6D1GwOajgxUYi161Y6pjQ5TCJ2wdvDZiLY9G3YCCoUiLspzq1AoFC1ATu9sx3lHmkcjs1NG0xoUwrduI1vuvJ+Sb76NCFsA6Q9QMmM2m+98gKpVaxzNJTzpiQdI4VxXAlpOnvPBDhBZ7dH6jnae1JURrloR9YsLeaZFp4F4T38IobsQQuA67HJcZ7+ENvhUSG8Lugc8aaAL0CysX98l+P4lBD++Gmv9t416XgrF/o4StwqFQtECHHi5s0Qi4RIMOLsv7qymr3drlJSy/V//wfL54yeAWRYyEGT7o08R3F2UdD7PASNIpOCloTv23IqcPPSeBzobnALuw88LmZjAEKEhOg/Ce8WruE+4BdGxP7jTwJOB1v1gPKfei/ecJxDpsaUktfZ9cR19M+7Tn4T0TLD8tZLNZOEajBn3Yfz0QqOfm0Kxv6LErUKhULQAA87pR3qH9MRJZQKEEBx87ZBmsan027lYVb7Et+mlRAaDlEyfnXQ+zyHjQK/bKyotYT8ceG89R/wOoTV+2SytyyA8p9wFml5HfLCEnI64j7wY4fLiOuhk0i54mvQbPyf9hk/xnvkoev+j6rRNWgbBKX8FX0kdIRr2yVtL38BcO73xTkyh2I9R4lahUChaAE+Wm1M/OBFvG09cgSt0gebSOPHlcbQb3LZZbCqZMdtZ/KllUTpzDjLKu2uVFVM15wsqPn+Fiq/fILByEcKbTsbkKxNMJDADHltUJkg8cw87Ac9hk1I4k9TQBxyF95Ln0IdNClU6kPZDF/a3ZNkOAp/cie/Fiwj+9A7SdB77Kzf/AKXbHJQHE5g/v4nqq6RQNBzVoQzVoUyhULQcFfmV/PL8Cla8uopAqS2aNLdG/7P6MOz6A5tN2FqBIOuv/ENKx/R55jE0j4vyT/9HYElIGGuarQ0tEy23PZmTr0RWlVLx+YsQDBBpv6ZpYFnonXqQeeb1BH+dSfDn6RCsjvPV2nXFc8TvcI8Y32xVBSx/BYGPbkPuXF2H0Bdo3YfhOf1BhMuTdL7g1DuQW35wXHLMdcaLaO2bphubQrG/oMQtStwqFIqWx/SblG0tR5qSzK6ZeJohxjYaaZisu/ymlI7p/d9HqHj7MYxNqxJ6fLPO/xOeA0bgXzqb4NplyIAfLbc93hFH4+pzYES4Sn8l5vY1SMOPltUOrXO/Zi+VFfjmUcwV0xOLUSHQDzoFz/F/RFYUIauKwZ2GyOlSy97A+5dC8UbH67tOegit15j6Ga9QKABVCkyhUCj2CnSvTpt+uckHNhHCpePu1oXgth2Oxrvy2uNfOC2psAUof/8p2t7xHGlHTCDtiAl12+DNwNVnWEp2Nyayoii5sAW75u6vX+ErXAcFyyObRW5X9GGnox90asSrK1ye1Krpas17UaNQ7IuomFuFQqFQANDmxHHOBgpB7glH458/1VmMrmngXzSrIaY1C8bKGc4HSxOZH9tUQpbswJj9DIGP/4wM2E03RNdDEsYTx6C5EB1UO16FoqEocatQKBQKALLHjMLdpZMdD1sXmoYrrx0ZA7ogy4udTSwl/mXzGsXGpkSW7XQuRCGOsLcT0WT+SoLT/gWAPniys3hboSP6nYBIaznvvUKxr6DErUKhUCgA0NK8dLv9T7g7d7Q3RMePhv7tymtPtztuRkgjpbllVXljmdlkCN1NvVry1kRaWOvmYu3Zisjphjb0nCQLa+BOx3XIpQ1fW6FQqJhbhUKRGoZhMeerTXz44nI2ry3G5dY45KiunHvtQQwY2r6lzVM0EFe7NvR84E7KFyymeNosAlu3gwRPty7knnAMWUeMRPN4CFbtTmlekZ7VRBY3HlrXg2DR+w5HJ2jFCyA0zOVfo425Gn3U9SAl1q/vx7bjFZrt1U1vh2vCvxA5XRt8DgqFQolbhUKRAls3lHLDqV+waU0xmi6wTPvLfePqYt5//jcmXXwA9z4zDren8YvtK5oP4XaTPWYU2WNG1TnG1a0fIrstsmyPkxnxDjuy8QxsIrQ+oyCzPVQkE+4OvLvSQhZvA0AIDdfom5CDJ2Eu/xRr2yIw/YiszmiDTkHrcwxCT15WTKFQOEOJW4VC4YiiXVVccfzHFObbiTJhYQtgGva/v3hzFZYpefDl45u9hJOieRG6TvqRJ1P5zdvJk8pcLrwjxzWLXQ1BaDqeY28k8MU/EowKnasgcetgIeyuZ9Gb2vTCdWRqtYQVCkXqqJhbhULhiFf/vZRdOyojQjYe0oIv31rNLz/tbEbLFC1F2thTcfUelFjlCUHWOTehZWQ3n2ENQO8/FveE20FzYTeciEZEfiS9dpOgdVKVDxSKlkCJW4VCkRS/z+DD//0W462tC90lePeZX5rBKkVLI1xucq64C++hx9leSiFA1yMeS61NHtkX/xXvwXt/SEI0rkHHk3b1O7iOuhLRcQAipzOi00BcY69GdOjj7K6EpqMPHt/0xioUilqoDmWoDmUKRTJWLi3k3MPfczy+Y9dMpm1Umd/7E1Z5Cf6fv8cqLkToLlx9BuMeMAyRqKxYK8TcspjgJ7clDcXQD78Y9xGN8zcgy7Zirf4MWbwOANGmH9rAyYjs7o0yv0Kxr7FvfersY8yePZtJkybRtWtXhBB88sknSY+ZNWsWhxxyCF6vl/79+/PKK680uZ2KfZ9AwExpfDCY2nhF60fLyiV9zEQyT7mEjAkX4DlgxD4nbAH0HofgnnC3HbZQsyausD3W+oizcY26pMFrSTOAOfd+zI/PQS5/C7bNh23zkcvfwvz4HMy59yPNQIPXUSj2Nfa9T559iIqKCoYNG8ZTTz3laPyGDRs45ZRTOPbYY1m6dCl/+tOfuOqqq5g6dWoTW6rY1+nc3XkZJyGga8/WEV+pUNQHfcDReC97A9fhF0FOZ3CnQXobtCHj8Zz3DO6x1zY4oVJaJuZ3f0OunxLeEL3T/rF+CuZ3dyEtdTGpUESjwhJoHWEJQgg+/vhjTj/99DrH3HbbbXz55Zf8+uuvkW3nnXcexcXFTJkypRmsVOzLXHvyZ/w0axtmsrhbAXc/dQxnXXVg8ximUOyDWJu+xfruLkdjtWMeQOt1XBNbpFC0HlQpMAf4fD4CgYbf+pFS1rqa93q9eL3eBs8NMH/+fE444YSYbePHj+dPf/pTo8yv2L+57NYR/DBja8Ixmi7Ibetl4nkDm8kqhWLfxFr5QXWTh0QIDWvlh0rcKhRRKHGbBJ/PR+8+WRTkN/y2T1ZWFuXlsS0o7733Xu67774Gzw2Qn59Pp06dYrZ16tSJ0tJSqqqqSE9Pb5R1FPsno0/owa3/OpLH/zovpoFDGN0lSM9w8/QXp5KR5W4hKxWK1o80g1CwxOFgCwqWIM1gqH2wQqFQ4jYJgUCAgnyT5at7k51d/xDlsjKLIQM3smXLlpjQh8by2ioUzcElfxpO74FtePFfi1k6Lz+y3e3ROPm8AVx9+6H07J/bghbu20gp8e2sJFjmx9M2jbT2GS1tkqIpMP31O0aJW4UCUOLWMdlZOjnZDWgpGuolnpOT02RxvZ07d6agoCBmW0FBATk5Ocprq2g0jp7Ym6Mn9mbTmmK2bSzF5dY54OD25LZLa2nT9lksw2LTx6tY8+oySlZWt4bNO7QLAy47mG7j+6qOcPsS7gzQPeC0EoLuAZf6jFcowihx6xBhCYRV/y+PhhzrlNGjR/PVV1/FbJs2bRqjR49u8rUV+x+9BrSh14A2LW3GPo/pN5l34xTyZ22qVd+mcHE+hQt30Pf8IRzyj2OUwN1HEEJD9BmPXPdVxDFS92Ad0Wc8QmuA80Wh2MdQpcAcIoyGP1KlvLycpUuXsnTpUsAu9bV06VI2b94MwB133MEll1TXUrzuuutYv349f/3rX1m5ciVPP/007733HjfffHNjvAQKhaIFWPrAHPJnb7Kf1Mwtsuy45/VvL2fVC0ub1S5F06INOit5MhmAtOyxCoUighK3DhGy4Y9UWbhwISNGjGDEiBEA3HLLLYwYMYJ77rkHgB07dkSELkCfPn348ssvmTZtGsOGDePxxx/nf//7H+PHqxaQCkVrxLerkg3vrqgtauOw8rnFmH5V73RfQbQbgHbEX8LP4o0AQBv1Z0S7Ac1ml0LRGlBhCQ4RpkQY9S8JLJLVBo3DuHHjSFSGOF73sXHjxrFkicMsW4VC0ST49vhZ/fYa1n26EV+RH29bD/0m9+GA8/uT1t55bPLGj1bi9JMjWOJn+/QN9Dilf/2MVux1aANPh/T2WEueh1Dr3Qht+qKNuAatx9gWsU2h2JtR4tYh9fW+Rh+vUCj2fdZ/tpFvb5yDGTAJK9OyTVD4825+emQx4/7vKPqf2dfRXGUbihECRwJXuARlG4vrbbdi70TrMRbR/SjYvQJZvB4A0aYvtB+sYqwVijpQ4tYpFo5uDSY8XqFQ7NNs+mYL06+eZT+pqUglWAGLmTfMRk/T6XNKr6TzCV2Lf0c6HhKEpsTOvogQAvKGIPKGNGgeGdgF+R8iy5fb8bwZfRCdz0Sk924cQxWKvQQlbh0ijAaGJTTgWIVCsfcjLcn3t/8QepJ47Pd3/kivCT3Q9MRpD+2GdmDDu8udrW9K2h7UwdFYxf6FlCZyw+Ow7bXwFvtRpCO3vojMm4AY+CBCV+XEFPsGStw6RIUlKBSKRGydtZ3yrRXJB0qo3FHJlunb6DW+R8KhPScNZOmD32NWJS+3ktEtm05jeiClpHBRPju+24JREcTbPp1ek/qT1bNp6mvvL8iqPcjyAoTmgtweCFfraMAjpUSu+TsUfBBnbygBsfAbZHAPHPQ8QlONIBStHyVunaLCEhQKRQLyfyxAuATSwV0azSXYMT8/qbh1Zbo58I+HseyR+UnnHHb7kRT9spMf/zKL0rV7EC4BQoAp+eXfC+gyriej/nksaXnKO5cKVv7PWD+/jdwyn4hL3p2JNmgS2tBzERntW9S+pJQuqkPYRmNByY+w81PorMqKKVo/qhSYQ4QZqphQ70dLn4FCoWhKTL/pPMFHCKygsyvegVcOZ/CNI+3D9Nj5hS5AE4x84BjSOmYy49xPKVtfDIA0JDJoIS0JEvJnb2HamR/h213l+Jz2d6yVn2F+8Xvk1h+JiTUJVmD9+h7Gx1ciS7a0mH1OkNvfApw0eBDIbW8krNCjULQWlLh1iJAgrAY81OeFQrFPk9UjC8twJlilKcnqlulorBCCg24exYmfnUOfswfjaeNF8+ik5aUz4LKDOfmbC+h99mC+//00LEPaYraONSu3l7P0oeReYAVY25dgzn3MfhKvS5i0oKoI48s/IJ22yW0JimYTCT9IiITK1cjA7uRDFYq9HBWW4BDbc9uw4xUKxb5L/9P78MM9PznzyAoclwML02ZIHiMfGMfIB8bV2rdt+kaq8pPH+0pTsunzNYy4azTedio8IRHWsjdBaMm7hFXuxvrlPfThF8VslpaJ3LkUKgpAcyM6DEVkdW46g+vC8qU0XG57FNnnEVVmTNGqadXiduPGjdx///3MnDmT/Px8unbtykUXXcRdd92Fx+Np3MVUzK1CoUhAWvs0Dji/PyvfWJ1QDwlNMODsvmR0ymi0tbdMXY/QBdJBsxhpSLbP2kyfMw5o8LpGSTl7Zv5I8ayfMIvL0NI8ZB96EG3HH0lazy4Nnr8lkNJClm5Dbl3g+BhrySuIwafBhqlYBcvswsal28CojBoloPuR6Idcb9epbUKk6QMs0NLB3QaCRc6OQ8Kej5E5IxF55zSpjQpFU9Kqxe3KlSuxLIvnnnuO/v378+uvv3L11VdTUVHBY4891riLKXGrUCiSMPqBwyleV8qOefnxy4Fp0PHQDhz1yOhGXTdYGnAkbG0bBIESf4PXLFv0G1seexUZNCAUp2mWV1L0zTyKpswl74wT6HjBxFbjAbR2LMP85SPkxjlgGYhUvh1NP9b7p4IVTDBIwtb5mDsWop/0X0SHAxtqcuzsRjls/wQ2vwVVoThgTx5k94JgMcm+hCQSdAlCIAueR7Y/u9X87hSKmrRqcTthwgQmTJgQed63b19WrVrFM8880+ji1g5LqP8fugpLUCj2fVxpLia+eyK/PLucX19cQeWOas9dRqd0hlwxiIOvPxBXWv0+eqWU7Pm1kIptZWgenbzhHfG2S8ed43HsucWSeHIbVsaqYsV6Nj/ykn3LvuaSli2iCj+ajuZ10+Gskxq0VlMjpcRc8ALWkrdA6PHja52QUNhGBoHpx5z+R8RJTyK2zUUWrwVA5PZB9JuMyOqa8tKyaissvBJ8O2J3BAqhaDd4LKRI3A9EIJBuC5Dg3wwVSyFrRMq2KBR7A61a3MajpKSEdu3aJRzj9/vx+6s9F6WlpcknVp5bhULhAN2jM/wPQzn4xgMpXLobf4kfb66XvGHt0Vz1y+GVUrLho9WseGYppeuKI9uFS6PnqX3pNKoLGz9c7Wgu4dLoOq5nvewIU/DaZ7a3NomW3vneN7QdPwZXtrPkuZbA+uUDW9hCjLCVthPTAakWQZcQrEB+dUUoUzm0ddsc5G+vQJ9T0Q7/K0J3FlonzUpYdDX4C4j3CxFSIoM6eEwkElFD4oa3Sbdpe27D2wPbEShxq2id7FPidu3atTz55JNJvbYPP/wwf//731OaW5iigZ5bdXtHodif0HSNjiMb3jFMSsmSh35g1f+W1XK9ScNi8+fr2DZjE968dPxFPqijWgLYpcN6Te7foGQy38btVK3e5GywZVE8cwF5px1b7/WaEmn4MRe+EmePACmROBG4AnSn3t6wmI36HUlhP7cse9+GL7ECxWhj/4nQHJTw2vEVVG1NbKEF0mWBJcAKhSBge2sR2MLWHfu+Uc0cFK2ZvbIU2O23344QIuFj5cqVMcds27aNCRMmcPbZZ3P11VcnnP+OO+6gpKQk8tiyxUGdQtkID4VCoUiRTZ+utYUtxP0ckabErDSQpkRzaQgtvhoTuiCzWzYj7mxYvG/l6o0pja9KcXxzYq2fDYE6qkw4utsWrhHpYJxmgS4RukTooQgIQRyvr4Rtc5GbvnFiAGx5BwcGgCkgzUSmGeCx7FCFNBPSawtb0CBzuLP1FY2CtCowAwsx/fOwjPUtbU6rZ6/03N56661cdtllCcf07Vudbbp9+3aOPfZYjjzySJ5//vmk83u9XrzeFGPOpLCveuuLVJ5bhUKRGlJKlj+71NYuCS6QpSnxF/kZeuuhbPlyHSWriuwGD0KAJZFS0mVcTw5/ZFzDS4BZKcRYSYll7L0JB7JoPWgusOK1N7bLgCX03goJLiuJd1dGbvfXHCfCv9fo3284TGHR48heJ9rtfhNRsQ4n3hPh15Hppt3PQU80Xoc2JyLcHZPOub8hpYk01yBlOUK0Q+h9Gpx0J80CguXPYVZ+CFSXbRPuobgzr0ZPH99Aq/dP9kpx26FDBzp0cHY7b9u2bRx77LGMHDmSl19+GU1rIme0ibM62ImOVygUihQoWb2HklXOyjihCXb+uIMJX53N7qU72TFrM0ZFkLS8dHqc2o+s7jmNYpO7UwrtZjUNT+eWaU9rlRcTWDwDM389SInWviuekSeit+2UwiQCdFl3/K3mQOhr8YVthGiBG02gHGvJ44iqrVCxHXQPdDgM0fdMRHYv5+cQXsYSyCodMhJ9GWmgpaN1/VPK8+/LSOnDqHqNoO9NsAoi24XeD3f6pejesxAide1hGRvx774QrD3UFAky+BuB4j/gMm7Anf3Hhp7CfsdeKW6dsm3bNsaNG0evXr147LHH2LVrV2Rf586NXCzbaqDntiHHKhSK/ZLK/HLngy1JxdYyhBDkjehE3ogURFwKZB08EFfbHIw9ThJxLdoef0ST2FEX0jLxTX8T//xPIyXKwu5X/5wPcR98NBmTb0C4vYh2ferw2oYRtubQZPw7/1IjcfyCxJHmEVQn6EWr4DUfIF0gwqELpeuRa99C9r8AcfAfEUKHzL5QvgZH3ttgG2SnM6HgBeyoxLCgCp2Hqx1a/xcQaU1bh7c1IWUF/pIrsIxl1HyNpbmeQPk96IH5eLIfs38fjuc1CBRdFVfY2tjvK6P8aYRrAK70ifU/if2QVi1up02bxtq1a1m7di3du3eP2dfo/bGlaFhogQpLUCgUKaJ7U/uI1utZYiwVhK6Td8bx5L/4ceKBmiBr2KBmbeYgpaTqi+cJLIoTrxr6Tgj+MoeK8hIyL7obre8xmHP/r+642zCWQGogagpIS4CeoLKClsDrWxNB7WQzBJgWUg+HMIRE0Nq37CoHw26FHufBin84WEBHdD8brdstyLxzkLveRpbOAekDdxdE+zMRbU9GaA0rE+cEKU0M8zuCxodYcgtCeNG1I/C4zkPTutUY68cwpmNZ6wENXR+Mrh+NSKkQcf0JlN2FZfxC/IuHUH3nwBSClX3xZP7e8byW/1uk6SDfBw2j/AUlblNkr0woc8pll12GlDLuo7ERhmjwQ6FQKFKh3UF56GnOvEFCF3QZ2z35wEag3cljaXvyUfaTeAlsQpDWqyvdb764WewJY25aHl/YRiMlxvqfCSybhXB50Q+py8aoJDCXrC1sARBgaOFpG5/wS2vFmX/t28iyTdDlFEjvZmeo1YkGrgzocYE9rbcnWvfb0Id8gX7gdPSBr6O1P71ZhK1lbaLcN4GqwHUY1kwsuRLT+pmA8QLlvuPwBR63u8RJSSDwIuXlY/H5biUQeI5A4Bmqqm6gouJYgsEkF1eNYau5FTMwleTZhRLD9wpSOm91bFR+gB0AndQKpLEcK+is1J/CplV7bpuVhlY8UNUSFIpmR0rJ2iW72b6uDN2tMXBkezr2yGppsxzjzvLQ96wDWPv2iqQNGqQp6X/hkGaxSwhBlyvPIHNwX3Z/PouqNZsj+1ztcml38lG0nzgWLa3pxVI0/gVfgaYlT3oTAv8PX+IdcTzasHORlUVYy96rbuIgZPJY2TBSAyNUDkxUi9B65xlFYnCtmHCIWvMJHbn+A7RhtyIPeQEWXRXVxCH6vaKBKwsOeRaR1sjheiliWQVU+M5Hsie0Jfp2vP07CxjPIaWJkEGCwdej9leHj0i5C5/vDqTcg8dzRZPZa/o/ITZ8IwGyAjMwHZf3VEdzS2Ozs3nD480d4B7oeLx9zB7Mio+RgeWARLj7omeeiXC17PugOVDi1immZj/qfbxStwpFc/Ld+xt448GlbPy1OLJNCBg1sTuX/v0Q+g93lugkpWTl/F2sXbQbaUHXATmMOKkLej0bMqTKkJsOYcvUDfiLfAkF7uBrh5HdK7dZbAJb4OaOGUHumBEEdhZhlJSheT14u3VC6C1zUzC4epGzag5SYuVvwKooQXjSkO0PQQ5wYe34Ga10BcJtCynHAlUKMFxIYZcGEy4Z2S40p5/9USUTROh/Iiywa9bHFSAN2PmT/SyjB/KID2D7x7Dl7eq6t5520P086H42wpvn0I76I2UVQfMLgtZUpCxGiLa4tQm49VMQIg2/8UxI2CYWdUHjRYSDPBW//19IaeHxnIcQjX/RapmJ6wfHoiNTGS+cNemoHu+87rCUFmbJfzBLX8C+KNCIhFCUPImWeSaudvciUrWhFaHErVNUhzKFotXw5oNLeeXeJbXEiZSwYMo2Fs3YwcNfnMiwcYnjQRd+uZVXbl/MluUlkcQgaUHbLumcc9dQTr5uYINLASUjo1MmJ7x/Gt9d/jVlG0pi2uwKTSClZPB1wxn258Ob1I5EeDq2w9MxcWfIZsEIpDTc9+2bGL/NBn91m2R3ro7uMesIQ0iCFHYFMaq1qDNPbrSoDWM3XBCuOHV0RSj5zLcDKaVd/92dDb0uQfa8GCyf/UbVM5r8/RkmaH5HZfBmoIyIUJcCw5pFlXEvXv0WgsZHOPJWWuEA5OS/g0DgMQKB/+J2n4nXeytCZDToPGJJpZGFTGm85j0C01iDM++tG819oOO5jT0PYpVHe71j17AqPiBoFuLu8HRKSXCtCSVunaISyhSKVsFPU7byyr1LgPhxkJYpkdLk7t/N4I11Z5PTLv6t85mvreP/rpgX0RUy6gJ1z44qnrtpATs3lnPZP0c28hnUJrtXLhOnncOO77aw/r1VlG8pRffqdBrdlf7nDyGze3aT29AaEOlZyMoyx+ODi6fWELESPd3vpCVCHQZooFtRc9oCNXFiWV0CLkrwxjtOAGYZrHoBBl1TvVkI0BtYyzhFDPN7KoPXUH0uNX/68RsP2/Yle3Vl9HFO8REMvo1p/kxGxqsIYbd7ltKHGfwOy9qJEOnoriPQdOdx6bp7OKb/fYejLTS383bFrozzMCtecWIFevpkhObsrozlW1hD2MZDIn3fYlV+gZ55mqN5WxtK3DpEWhqyAWEJMkFLTIVC0Xi8//9+RdMFVoJb+NICX3mQaa+t5cw/1faIFGwo48mr5tvOpwRrffzYcg46pjOHTuyWYFTjoOka3Y7rRbfjUq9xur/gGTYO/w9fxl6JxEUAVi3vrNAclu6qNZcE3YM2cCJy/UexbxoZK3ARMiTwahS3raPaQlItuPJZ6DwW0WZwqoY3ClJaVBp/w1FiirDDfJIJ3KQCOC4WlrUcn+9R0tLuJOD7r12XlgqiiwnrrqPwZtyOpvdLOqPunQjlD4XmSGKx3g/N5Vzcaq4+6BkXY1YmEqI6iCxcWdc7ntcsf8M+LqlHWMMse22fFbetulpCs2I1wkOhUDQpu3dUsmTGjoTCNowEvn4pfgbylOfWOFpP0wWf/d/yVExUNCGewyY4HCkRcRowpOyCEBrisGvRj7kT14WfoI+5Bbxt4iwn7Pa3Ea1aw7MZV8tVx9wmRkOufy9VyxsNw5qHlFtxImzro1ll1H/JsTCMj6gqv5qg7wWqRWn1620a31NZejamsSLpbEKk4878S7JRgMCTeUfKISDunDvQMy4KPYsODwhJM6093vavo7l6OJ7TqvoWZ6EOFjLwC9Lck3xoK0SJW6eEE8oa8lAoFE1K0Y7K5IPCSCjcHn/8t6+vdySQLVPy8/R8Snf7na+rqBdGcTGlM2dR/NmXlE6fSbBwd60xevuupJ92o/0kkdAQdbTMtQTSdChQhAZ5A3ENuwBtwASEx05oEv1OJr77124EFPFvChIIPrsMmbNwSAu2T3NmcxNgWvNxfBM4Xie2mogoQRtOpNPshxROhG4A0/yRusW2BbKSqrJzCPq/jpQOtcuIViBlZUw5UXf6ebgzb6PakBrG4saT/QS6Z0ySE4tzqkLHk3s33rwv0TMuQLj6IfTuaJ7DcLd5jLSOM9DcBzieT0oJsio1I2QKn5mtCBWW4JQWirl96qmnePTRR8nPz2fYsGE8+eSTHH543YkjTzzxBM888wybN28mLy+Ps846i4cffpi0tLT6Wq5QtBo8KTYx8NRRQ7YsRbFaWugjp33zlr3aXzBLSyl8/W0qFy2xKyFomh1M/ea7pA8bSt7FF+BqX53M5h1xHFpGNlXTX8faGS6Sb9+WFrl5uHoegLliTh3aR2BUeHFl+xyUALPQh5xVa7M28HeYy9+p4yDbgytcDmJw3Sn0bDeqIolltWaTFrJqPtK/EpAIT39ExthGSySSOK/tmhLhBP+apxTaXmd4gxMHrwAI4q+4GTM4G030wPC/A9ZOe7fWFVfahbjSzkJoubjTL0dzjyNY8U+s4DyQocRF0QZX+iXo7tH1PUv7lNz98eT+rUFzQCjeWssFq8TpEfb4fRAlbp3SAu133333XW655RaeffZZRo0axRNPPMH48eNZtWoVHTt2rDX+rbfe4vbbb+ell17iyCOPZPXq1Vx22WUIIfj3v/9df9sVilZC94E5tO2Uxp6C5F+4uktw6Ild4+7zZOgYJc5jidKzU8mqVjjFLC1l+/2PYOwuqi7xFVXqq2rZr2z/+0N0uecO3HnVpd3cBxyGa+ChmFtXY+7YANJCy+uGq89QgkunYy6fXeeaRqUHV6Yfqcm6Ba7QoW1vRN9xtXdld0U76m6sOX8PbamhtqRAGoAeFdAdKfMVWtBjpBb764pfFcEq+wKz8DEwtlHtdbSQwoX0tEWkD0bPPAst/QRECqWmotFER5zH3dkVFMKe1zrFadjUWlUiavy7obXnJZi+j7FqTCat7QQrH8PwvY439xUEmQRK/oA0VxNdVgu5B6Pi/zAq3yCt7ctortTq0DYFesZkzPK3SB6aoCPSxiK01lP3OxXUvXKHSFM0+JEq//73v7n66qu5/PLLGTJkCM8++ywZGRm89NJLccfPmzePMWPGcMEFF9C7d29OOukkzj//fBYsWNDQ01coWgW6S2Py9YPR4nXNqoFpSCZfXzsJZ09BFQeM7oCmJ59DCOh5UBvadWne7PT9hcJX3ogVtjWxLMzycnY992KtXUIIXD0OwHv4BLyjJuLuNwyhabj6HJx4UUvDX5hlf25LkDFJX6GvzLZ9cE14HKHHrxOq9TkJ7YR/Q7tosROlxEQN3Rbe5TLBm6KwFTp0O6nWZrP4Vcz8m0PCFmKSP6SB5t+FLJtDcPcf8e84ESu4NvZ4cx0+30NUVl5CZeUl+HwPYJq1Y9Hd+iQcq0whIiEGdsm0GiEGNYss1DlPeFjDErWrQ5rjzSOR1i58JZdStedSpLkutN2qzp2ToVpvViG+onOxghsaZE9joGVfgLOLDRNX9qVNbU6LocStU8JhCQ15AKWlpTEPvz/+7c9AIMCiRYs44YQTIts0TeOEE05g/vz5cY858sgjWbRoUUTMrl+/nq+++oqJE1VPasX+w+9+P4RuA3LQXHWLUyFgwhUDGHR4h8i2FT/s5L4zZnJ+j3f5YcoWx0lpk24a1Gy1RPcnjN27qVzyc/KmDJaFf81aAlucFdDX2nZG7z+yjrhYG2nq+HflEKxog2jbF3QvuNKg44Hox96L67TnEBmJ6/pqXUfhOvVl9FNeRvQdb1c+CLfz1SA26Db8HRHal8rbSZqIPufEbvKvwtr1YJ2HhKfXTGk3GDILCOy8AGlsQ0ofVVW3UFl5CsHgm5jmAkxzAcHg21RWTqKq6g/IqLhOTXTFpU0guZyoIWKtsC1xTtZRIl3dSwiSmyMi6yfCBKsArHVEPKGx1yjVx8tK/EWnYvrrvivQHGjufrjahu8a1H12es61aOmpxwm3FlRYglMaKSyhR4/YrMd7772X++67r9bwwsJCTNOkU6dOMds7derEypUr4y5xwQUXUFhYyFFHHYWUEsMwuO6667jzzjvrb7ei0Skr9fPRmyt444VlbFpfgsulMWJUZy69bjjHT+yD3kLdnfYVMnM9PD7zZO753XRWLihEdwlMw/5G0nSBZUkmXz+I6/89KnLMt++s51+XzkGIUBUpAYa0cCX4hpRIcjumcdxlyUsKKWzqiguNR8XCxc4n1jTKFyykXQ9nNUzTxl9Fxf9uhYCv7rJhUuA56a+4hxzl3I44iPYHoPU5Hmvz18lG2onHqcTaAmLwjYg2sUlHVvEbOGkbKwHNBEs3wSojWPIkRnoRpjk3NCL6ePvfhjGdqqobSE9/ASFsCZHhfoAy/yIkBcQXVFEhF1EVw2oJ25joAAfZZ9Hjo39G1DvxnZiJilTEXUeEvLR1lxy2pzUIFF+Pp+2r6J5D7W1WMdIqQ2i5CC3H6YoNQs8+D/S2GMWPgrGZ6JAUtA64cm9CyzqvWWxpKZS4dYolGlbxIOR92LJlCzk51W9wr7fxklBmzZrFQw89xNNPP82oUaNYu3Ytf/zjH7n//vu5++67G20dRf1ZvmwXF53yEbt32Rmq4aTced9uYc70zRx+VDde+ug0cnJVclJDaNspnf98fyq/zi3gqxdXs2VVCW6PxpDRHTn1mkF06Vvd9GDtkt3869I5tTy1Rsi9pNfxFWgh2VlQyfa1pfQc3KYJz6b1Ik2Lgu/WsemdxexZug1pWHg7ZNHzzGH0OONgvHmZdR5rlpXbyWOmA7EnBFaZ8+YNevtuZF7+TyrffQC5p8D24oavapDgSSd90u8bLGwjdB4FnlwIJEn0STXxOL0z4oAra222yj7DSTkoQei0pQRhYlV+gqlbEHWBLWspQRPDnEcw+CUeT7hGarbdTjZSZSD6PGqI1LqEbYxRSU2PP31N8VlXmEPy8sG1bQpHdFD3sfZ2k2DZg8iMqzEqXkcGqy/SNM8RuDIvRvMe3+R3e/SM8WjpJyH9C7ACywEL4e6LljY2clGyL7Pvn2EjEQ6tacjxADk5OTHiti7y8vLQdZ2CgoKY7QUFBXTu3DnuMXfffTcXX3wxV111FQBDhw6loqKCa665hrvuugtNUx7BlmT7ljLOG/8BZSX+Wu8lMySsFs3fzlVnfcY7U89yFDeaiGWLC3jt2Z+Z+tlaKiuCtGmbxhkXDObCqw+md782DZq7NSCEYOjYzgwdG//vJcxHT/wWP3FI2ALXkBIdEfF9SMBE2p1WXYIvX1gV4wVW2BgVARbd/DFFP20BTUCokY1/ZzlrnpvH+lcWMPI/v6P9oT3jHq+lpTn/0JUSLS21uGe9Yy+ybnoOc90Sgr/OxiovQngycA0YifugYxDuxrvAFLobMeg85LLnSazcXNg1AIwk40Lz9rug1jYpgymVd4p961toPpBuiXSHtHb4EW2OBr7gXQitMy59EJasQLIplGtVO4EuspJ02KAhsl4S7214qUQhBjLW/IbmoSW3XiKN5QSLb6ZmbIQV+IlA4Af09PNw596LSL1jSEoIIRBpo9DS9r/PJ6V2nNLMdW49Hg8jR45kxowZkW2WZTFjxgxGj45fdqSysrKWgNV1u9yLbIgyVzQKzz+xiLISf0TIxsM0JT/M3srsaZvqvY6UkofunMOpo9/iwzeXU7LHTzBgsaugkv/9ZzHjDnqFd1/5td7z70tUlgX57r2NkbCFuAgwhSQYehhCRr6vLUOyZlHteqv7O1JKlvz1M4oWheJga3ZotCSm32DhTR9Rtq4w7hwZww9OHm8bmc8ifUSSRLE4CKHh6j+S9NNvJvOi+8k45w48I05qVGEbWWvIJdD9mAQDdEjPQwy83MlsoHmg56Q4+1xA/at3CNuJiwhSuzpBTJBpgCr/JZT6DqU8cAxIrTp0L0YBRh0kG54EFjOtDNlbc0mo1TwpekzKAjdVkyPja75/bW+6WfUORsXzKU6qSAUlbh0ipWjwI1VuueUWXnjhBV599VVWrFjB9ddfT0VFBZdfbn/4XXLJJdxxxx2R8ZMmTeKZZ57hnXfeYcOGDUybNo27776bSZMmRUSuomXwVRm888qvCYVtGN0leOWZpfVe66l//cSzjy8EqCXaTFNiWZK/XjeNbz5bF+/w/YqiHZUYwYa1D1SttWuzZ+k2CudtrC1qo7Ek0jBZ9+KPcXd7unfDO6CfHZqQCCFwd+lM2sAB9Te4GRCajnbUg4gRf4CMGqUcdQ+i32S08S8jBl0FnY4k8c1vgTj0QYSndo1SIQQi81hiO17FRxL2zkZXhAjdhXdVP6/LDom0Ba2sMTDscBXhJ5adwVXfRLE4hgsjwXQxcb1xTY8Mc7peY2OUP4+UTVQjuJGRZgnS9yvS9xvSdB7+05KosASntECd23PPPZddu3Zxzz33kJ+fz/Dhw5kyZUokyWzz5s0xntq//e1vCCH429/+xrZt2+jQoQOTJk3iwQfrzppVNA8b1xVTWR50NNY0JEt/yq/XOqUlfv7vwR8cjX3wjtmcOKnvfp3p73I37Ppedwl6H9S2kazZd9j83lKELpBJLuakKcn/ZhX+Px+Lt11Grf15l1/C9r8/hPQHiKswhEC4dDpcfUWreB8LTUcMvgB5wLlQ+Av4iuwqDHkHRzqcATDq38jl/4X174EVsL26SJAmZPVADP0rotORda6jtbkYs+Kb5PZQLWIj+jRcuEHHQT6XCB0ra+6I+reMuyOeBzdpyELYqxwS1nXWyXWSMBZy3yZNWxPt7bAasxDHKteJa1hWYFZNxZVxWpKBLYf0r8Lc8wKy7EvAsDcKDyL7NPS2VyM8fVrUvkQocesQaWlIq/5fhPU99qabbuKmm26Ku2/WrFkxz10uF/feey/33ntvvdZSNB2mmZp3MNXxYT56cwWBQPJEEilhw9pifpi9ldHHOO9bvq/RoUem46YP8TANycSrnbfH3F8o+S0/qbANI02Lig27a4lbKSV75vxK+U6dtCyBrsuYcE4hQMvKpvPNN+Lt27sRrW9aZMl65J7VIC1Ebh9oW7uUnNDciINuRh5wNWyfjqzcgdDc0H4EtD8kqZAX6aMQOechS+vqlBbSXpodTQAhoasDQiBTuNEnQ40Z6vTM1hS6UthtdcP7JFFCM1yRQNQWiCFhWz1tHcI2PDaZ4VFJaPHS4Gy7NITogjTXQGzF48Q4euu7kOZ6pzM2O1bFd5g7brAvqKKTE2UAWfoRRtkX6N1eREs/rMVsTIQSt06pEb9Tr+MV+y3deubElKRKhKYJ+g6onzdw2eICNE04Cn/QdMEvi3fu1+JWd2lMun4wb/xjKVaK4QVCwIjjuzLgkPbJB+9npBqqES8noPCz2RS8NQXQqSzNQNdNXB4DISRSCoygC7NY0naPj9ZQW0TmL8Ra9gzsro53lwBt+qMNvQYRJx5XuLOg1+mplb0NFiBLPkKYAXANQgZWg7BqFWKQGqGkMVsmynBzBUixlED4TJwoyqgx8X6GhK60wl5ZUePQpK7kGLGclJpFHSL/DileaSKt37DDKqpz5RJakdJbf+8MF5SBTSFhGyT+CZkg/Zjbrkb0/gbhqt0xtaVRMbcOkabW4Idi/6VN2zROOWMAeoLGAmEsS3LxtcPqtU4qHl+R4vh9lUk3DKJDz8yETR/iISVUlAaochhusj+R0bOtc4EkILNn7MWcWekj/42vYwaZpgt/VRq+ynT8VWmYhgsQ7Hj5870+Ydba9A3Wt7+H3ctr7yxehzXnr1ir32vQGtLyY+64E3Pd0ViFTyBLPwX/WoS0EJYLzX0Awt0TyyWwvCA9wr5CE3ZognRRHXubaraVZtlNKpIiqjPA6tgN2B5lEcoWowNYLoQlnJslUjiFqEQ5Kaq9x9XG1P6MjD+3SDagBgaae4hTK5sVq+T1kMc20YlYIKuwSt5tLrNSQikupzRShzLF/su1t9hFvRPdUdR1Qbce2Zx6Vv16lPcd0Nbxh7ppynp7iPclctp5eXTGhEjtWydtd8OsWbSbx6+cm3zgfsTOBTvYMrvI0Re80AUdjupLWsfsmO3F3y1GBhxcNEiJf0sBlSs31s/YZkCWbUXOv4+6b//ZL5Rc9DjWkkexZl+LNeMirO9vRm75BmnZr4OUEhksRvp3RbZFZpAG5tbrkSUfRq1jEomTxADfKrTM09DybsDy6FgusNy29xZdxHwwCYMUEM6EbXRQb5LpYkMZShGhixdHf5kOlqjzOAjFN0P8GO/qf9bcK/TuuLJuB2rHjsdFa4/mHZeSic2BlAZWyfs4qZMMFlbJ201tUr1QYQkOqW/Fg+jjFfs3Q0d04r+vT+T3F3+NRNYKUdB0QV7HDN76+kzS0ur3p3nOJQfy/+53llDWvkM6x03cexMCmpNOvbJ4/ufTmf/ZZr54diWbVhRTvNNXZ/OqMJYpmfPhJratLaVb/+bpPrQ3U7y6iBkXf40ZEHiyNHTdSngxJyX0u6J2Dc7K1ZvtKglOSoFpgsrVm8kcvHe+l+XaD3HqR5Sr3ke4w+e8Gpk/B7ztkP3HI/bMhKqN9i7Ni+x8GvS4EJHZH1nyAVTOTbqO3P0krl6vY2gvJBwrwNY2Dj6GBAJpORG4KajO6NACGai2qakRYJdRC1V4qHOMPUSKLDw5j6PpHRGuwXalCikIlj2cdCl39q17ZzMFs4RU6iRj7kLKIELUv/xcU6A8t06xGljjtgHJaIp9h1POGMgX8y/g9PMG4Y7K1G/bPo3f33Y4Xy+4iD4N8KZ26Z7NWRcNdtQA4sa/Ho7bvXfGfLUELrfG2DN7889pE/jTs2OSCtswmi6Y+vKapjWulfDLf5ZgBS2woLQsE9PU4jbAkRLQBMMemEjb4d1qzSPNZLdEoxFII7WWtc2JXP8Fjt9MMa9V6Bh/Efz2FrJ8c/U4yw87PoQFZ2IVTMEqetWhNTqy5Gs82f9IMk5DCGcXaxJpf8c5+nWlGj4SCnRNJcygPsvEHBvAUZKMAChHc/dDcw+JJPnpmZfiyro+NKjm56v93JX9F1wZZzbAyCZEpPqdEC6tsXexF1427J00VocyhWLIwR34fy9O4P4njiN/Wzkut0a3ntmNJjQfePJ48ndUMHvaplrOL123k82uuGk4V/5+RKOsty+yfV0pmiYcJZlJKdm+trQZrNq78RVWsfmrDZEqCVJqlJRmkeYNkJbmR9fD28EfdNPhiIF0PXlw3Lk8XfJwnBVkWXg6751JfdIyIZDKeyPBRWmlC7IDUZOb9viVf4ZOfofzm8iyKbg6/x1EOoGyB0DuploK2B8WmvcUDP1LhxaHYmENHVxmI7tY00D6neWqhUmU9BW3LEI0uvMv69Aw0z8H3AchXENtz60QuLP/hJ52AkbFm5i+qbYnVGShp5+CK+MCNPdeXGFFywVXDzC2kvzvTwPvgU3eaa0+KHHrlBaoc6vYt8nK9tB/ULtGnzctzcUrn5zOB68v56X/LmHlr9UdoEaN7c4VN43gxFP37/q2ydBdmuMkJSEEegPr5e4L7FlZFKf8l8Dn9+LzexBCIgRYln172rW2vM652h13GDvfSV6nFUDPyiDn8APrb3hTIjQQLpApBbHGmwgMDWkKhF6jPlaqbbot+5azK20iuvdETP9MrOAiIIjQuqKnTcaw5kLg8xSsCzd00ECvy+uZtKJs9IRg6WR4n8TvewbTXOJc3EbKilHdQyL6Z01TYiY2EaIHsIU6hV10OTrAKPs7BiD0XrgyrkZPPwshBJr7IDxtHgYeRkrZaj5vhRBobS7GKkweWgEWepuLm9ym+qDErUNaqs6tQlEfXC6N8y4/iHMvO5CCHRWUlwZol5dOu7z0ljatVTDo8A7OHTiWZNDhHZrWoFZA4vJf4U6N1VusBGXxPJ3a0eboERTPXZq4yxnQ4Xfj0Nx751eZEAI6Hwb5C0Ke1kSEkqbq1EC2wEWvMU+qFU/03Cj73LjSxkPa+Kjp1uML3J3anKGGCjJUESyuEo044pOI3NDuNNf/MM3lmKy243nN1MRhRNjWEKORJaLq24Z3uLwXo4neBMvvr9u2GnNFdpmbCZb9DdP/HYL2YOaD8KJ5D0PP+B2ILFoLWu7ZdqJYcDN1J5bp4B2EyJrYnKY5Rikuh0hLNPihUDQ3Qgg6d82i/6B2StimwMBD29N3WFuc3G1zeTROuLhf0xu1l5PT23lCndAFbQYmji3vfuPZZA7qXYdQsje2PeFwOpxxbApWNj/awLMdCNsQeiIhL+M6E4UlwC9w9nWuIXJOSzgiEHzTwTw17IJY5Rhnt/3TqmNQFKF5gtb/4Q8+DpSHjpBxu5rFNSf6QZwCDHHGu7wX48m4HVfaaaC1p1YcaQJhGz3ACkzDrHoXy/8tlm8qRskD+HeMxihP9XVtOYSWhav7a+DpG9oS/d4KvS7eA3F1ewmh7Z1VppW4dYgtULUGPJS4VShaC0IIrv5nqPNOkj/dC/82nOy2e+cHfHOS1TOHTkd2RTi4TS5NyYALBiUco6V56fOP6+h65Wl4OsWG76T3706PWy6k+03nILS9/Gusy5HQ4zgSv5FCQaUJKw7UXZFAq9Bx2ilIa3Ne3VZIk6DxIfG9dTVVo6zeqplI3bC9yvF+HRZR4tCZnaZcWv1EEOmklpRIlYXqp4mGCsCT8Xe8mXchhI7Qskhr8zKIXGoKXEf1HqRd9zfq1QH8GCV/xyh/xeFJtDzC1RlXz0/ROz+JSD8c9Pagt0dkjEHv+jyuHu8h9MYPq2ss9s57OXsjKuZWodivOOSErtz19jgeuXg2liFjksvC3ebOvW0o590+tAWt3LsYetNwps/fnnCM0AVtDmhLl6O7J51Pc7vIm3Q07U8dS2B7IWalD1duJp6Oe++Xak2EEGij/4Hl+ids+NyOww1XTwj/WwCuxGXTEBLcdQhDvwuyT4GyT+s6GJBonR9EeBJ1JCwHqmpsq+GyjCrTJYVZHWNbl+3Rsa3RAldCSi3RRNiacPeyOERenhwkpQ69dwIzOBd3+rmRLZprIOntPiVY9TpG1TsgS0NrO7A08kusfSFilDyCnj4RtPZYVd9ilr2BDCyyY7L1LuhZ56BnnY3Q944ESSHciOwJaNkTWtqUlBFyb2/t0gyUlpaSm5tLSUkJOTk5cfdt/dtJ5KTVv45bqS9I9we+ibuGQqHYe9m9vZKvX1zN9DfWUbLLR3qWi9GTe3LqtYPoM1Q1wajJmrdX8uMdcxCaqJ1gpgmye+Vw4runkNEps2UMbEFk2Rbk2k+Qe1YBEnL6QNFPiPKNSUIXJKQZiPR4iWk6dDwRDnwUWfQC1u7nwSrF9l1JwAR3D7SOt6Nln5TYPllFWeXw2HXD1FB1EsvuTObEnVmXKoyELGixA8Je15q5KhKEWZ3AFvkp49QKCzlNEzVECyO0LqS3+za+6TKANPMJFF+HNNclmSkKU9oN1mLQ0LOuRfp+RvrnYYt7K2Y/Ih13h+fR0g5zvpaiFkrc4kzcbrljQoPFbY+Hpyhxq1Ao9hoqdvlYN6OAQLlBZgcv/U7sjCej4Tf0CpfsZMX/fmHz19WlwdI7ZzDosgMZcOEQPDmeBq+xryArC5CzrgBfYR0CV4LLgqxALc+uDKlG0edi6H0bQgik5UeWz4DARrtmadpQRMZox9n65VWnY1mriIklqONQGW6960RB1oUEu4OnVmMbtmiNN7EEYdUcV8fc2GMTOsW1TqS3+y6hmb6i85HBxQnHxBBP3EoQMtMuDVZn/LAGwou784do7v7O11PEoMISHKI6lCkU+xbb15fy3ccbKSn0kZnrYcypPel7UOPf7rYsyZblxVTsCZDVzkuPIbktXhaodHsV39z+M7++tzmmaoE328Wh1/TnuPsOxJ1e/6+HvBEdGfvU8QTKAvh2VaK5dTK6ZqLpe3l8bAsgMjrBca8hlz8Hm760GzSE8baHdA3YbAvIKIkWSa5KM5E7XwF3BqL7HxCaF5FT/wx2j+tifIE7cRS0CtUNivQG1LgVMlRfNsoDG3lbxnH7CpChMOOErYLD4RMhB2l88zSEnlxE6p7RGMGlOIoZlvGT/2wxXpHkYAtkALPkObS8R5OvpYiL8tzizHO76bZTyPE2wHPrD9Lrn18qz61C0cIUbq/gX9fO5cepW9E0EWnWYJmSg47syG3Pj6XnAW0avI4RtPj66VV88eRKdm6orunauV8Wp/5hMBOuG4juan6xV7y5gheOmkHFTl/cclxCgx5H5HHp1GMaJHAVqSOD5VC4FIxKSGsH7YdDwZvI9Y9AUIQEWqimrFuCS8Y4PMXQzxEZAxpmgwxQ6bsI01oWco86OCas5BoicK1Q1pggcp6xQjdO6IEV9somWTTk4a0rX8+d+Q/c6ecknsLMx1d4LEnFbUjY1nrpQhEiAhy+Ri483b5H6KmHPklpIasWQXArCBcibRjC0zPleVozStziUNz+5dSGi9tHv1DiVqFoQQq3V3DdmM8pyq/EjCPsNF2QnuXi6TmT6T24Tb3XCfpNHpw8k2Uz8qtLe4YIO21HjO/K7R+Pw+1p3taVz42exo4lexLWmRUajLpxABP/3yHNaFk1/pIAG77cTOUuH+4MFz2O60qbfvvf56aUErlsAvg2E1MKLK440qHTuWi972mEdUsprzoTKTelJFalZhJzLz4VoRsWt7KGWI2EHmgxyWQSGfHaJhW3oXnqDE/QhpPR7h2kDIC1B9BBa1er81aw/L8YFU8mWCN07vE0fqijdCo3bdwd30wp9lZKiSz5ALPoGQhuidknMo5C7/BnRNpe2vCkkVGX5Q5R7XcVitbPv2+aR9GOSsxanbRsLFNSVW7wj4u+5cWFp9c7fODFmxeybGZ+3L/78LYl32zn1b8u4qonDq/XGvVh20+72fZTUdJx0oKF/1vPcX8fSlpO/S/qUyVYEWTePYtY8eZarICF0IXdHEJC92M6M/afo2g7MLfZ7ImHkb+FqnnT8P88D+mrQqSl4z34CNJHn4ira6/GXcy/BXybqp8nfDuaUDQN6iluLWMthu9tzOACkEE0VxqmQ4UQ8dxGx84Kh7V9IwaEDot3ksIWbtH7wnG2KXUuqwtzCf7im7H83xKpFqF1xpVxEa70cxGafWHlyrwRwBa40dESMkq1xhO2EtvLnPLHSWoNOqxd/8La8z/inaysnIex+Rz07i+iZRyRqiGtDiVuHaI6lCkUrZuCzeXM+2Jz0gtNy5SsW1bEigW7GDKqY8rrlOzyMf3FNZFqT3UhLZj63BrOu3cYWc1UJ/fntzahuURCr20Yo8pk1efbGHZh76Y3DFvYfjL5Gwp/Lop0O4uutrBtbgEfHP8lfSf3pGR9GZZh0aZfDkMuHkCXIzs1Sxxz5XdfUPHFG6BpYNm/YFlZjm/BTHw/TCdjwrlkHv+7xlvQTBaf2cDxgJQGgfJ/YPrfw67rGhKlQc1+mvSOf3QyWbTHNRTw6uTXEgo7qEvY2j+lrSHrHfdQ19oSLLD8X4cNsbHyMcofx6x6F0/b19D0rgghcGfdBGYQo/LZ6vESu5NegtONbE9WTyz8ASU0hMv5xZJVNjUkbMOL1BoB0sDcdh2i72yEvm/fCVGKyykN7U6m6twqFC3KnE82Onbz6C7BrA831Gud2W9viKmJmwgzaDHnnY31Wqc+lO3wJWmTW43QBWX5via2qJof7l8SI2xrIk1JsMJg1dvryf9xF7uW7Gbtxxv59LRv+Oikr6jcWbM+a+NSteBbW9hCRNhGCD2vnPIuVfO+abxFXSnGW6Y6HgiU34fpfz/0rNrbKqSVPLw0Ws3VKmzg8I8t3OdAE0iRoAtZqMlFZL+oPtzxGrW2y6hzjJ8BJs3tBPZcbocshNC8oxCWtMuSmaFwh0Q6Xu9evUTckmgSTAnBUKiFAcLMwKqci4xOMEyAWfQ/kks6C6xKrNKPHc3ZmlHi1iHhagkNeSgUipajdE8APYVs/dIiZ18qNdm5odxxVQDNpVEQlWyWDMuS5K8qZcNPu9mVwnFhPJm6ow5iANKSeDIaJx7YXxrk1/c289Oza1n21kYqC2Nf20BZkBWvr3EsvG37iHigdy0r4tPJU/GXBpIcVT+kaVDx1duOxlZMeRdpBBtlXeHtDJnDcNpalw6npTS/ZSzH9H9AXRJRC9S5K8pI6lB1IuS9TTBHZHt0VhzxBW6UB7faQOdhCXHFZ5L+EzYm0tyI6Z9Wvaz3CITeI+mRNm48Hd8FkWU/rSm0LQkGMRcSAsCqwNx1B8FtZyKNwoQryOBW8C3FaRiDVfKho3GtGRWW4BAVlqBQtG6ycj1YdcTaxh3fpn61WHW3hkN/EiBxeZJ/NgT9Jt8+vZaZT66mcEP1recew9tw4s0HMPri3o5uy/c/qQtLXt3o1DT6ndDZ2dg68JcGmX7XMpa+sh7DZ0VKM2luwdDzenHiI8PI7JjG5unbMKpSjNEM2SgBTEnJ+jJ+eX4lh/754AbZHI/Ab4uQFaXOTKqqwL/sR9IOOapR1hZdLkWuvcXBQA3RIXHGf02CVW8TE4pQA01qWJZla894NXajO5bFn8H2aocFafSfRSReNWry6KgGGacTmaixL6qAQp0m1CotFlkg8XExaJiVb+JKO8U+Rmi4cv9KsOj3SY90ZV+HpndAzz4bs/Q1kGb16yZl5KWPEyVr/wisxdhxBa7uHyJE/Ph3aexydBaReY2CFMa3TpTicoi0Gv5QKBQtx5hJPbEcZnaahmTs6b3rtc6g0R0wg07DEiQHHNEh4Rh/hcG/T5zF+7cuoXBjbEzl1mXFvHTpj7x02Y+OQiEG/64b6e08Sb/RhS7oe3xH2g/ITjpnXfhKArx0zAwWvbDOFrYQ+b62gpJlb23ihdHTKM+vomq3r2FNALA9zb++tBLLaPwP2+C29aA59GLrOsa2+CEt0l+KufxDzPmPYc5/HGvVZ8hgZeL52p0MCUWr7ToVfR+2Pb0pYAXnU5ewhZButWp7X2uFIyREswVszdA8S8MuVltHnG3CrgtRP+v6tUQXbaijSoLzt5yFFfwNKas98nr6eFxt/lGHEfZzPfMy9Oyb7H/nXAK4beeqif3Tqec4sAJZMaPOEUKkOT4T+4AUx7dClLh1SNhz25CHQqFoObr1y+HwE7uh6Ym/SjRd0GtQGw4e06le6xw2qTttOjn78mjfPYNDTu6acMxr1/zE2u932Y6mGvo1fNE8/7WNfPXQ8qTruTw6p78QKi1Ux8sgdIE7Q29wGbCv/rCYXStKa7fgDSFNSem2Kj669AfcWW7nzu54c4WOrdrpo2S9Mw9rvRZwSo2YXGmZmAufxXjnNKwfn8Ba9QXW6s8x5/0L453JmMtep66qnEIIRJ+/I3r8BVxtQlt1Il/faX0QBzyLyJuUmo0QE0caf3G7KoEwowRutKs0pVIFIZErE4jamvYlj2eIaMtQFbFYG0MCslGCAqWPwJ4bYgSuK/M8PB2/Rs+8CEQb7DiJTLT0U/B0eA93mzvtrnFSYpa8gbB8EZNFkgS0WDTMkjfq3u3tD7rTBjQ6WtY4h2NbL0pxOUTF3CoUrZ9bnx5DTjsvuquOXkW6wOPVufv1cfXOvtddGlf8+1BHY694/NCEccC7N1ew4O1Nju78TH1sJUFf8lv7g0/rznnvjcGbbUelhUt5ipDoz+mezpXfHkfHIfUvuVWeX8Vv722uU9iGkaZkw8ydZHbPjqxfL6KWqVd4QxL0vC5gOZzXtNA7dIk8lVJizn0I65c3wApix1IYYIWKtBo+rEXPYf30VJ1TCiEQXa9EjJiNGPB/iB43I3r+BTHkTcTBXyLaHFOv89L07iSSV2GxKCyBCIpqL25kZyqE4xca6bswLGJNqj2hVIf5CmJXizE3dCHh+BTCdxz8cwiWPYXl/wWzcgaW73uE3hF3m7tI67qAtG4rSeu6BE+7x9A8wyOHW6WvY5W8GLErTCqeYxmo++JVCDdamwtxJunM0Nh9GxVz6xQZFRxf3+MVCkWL0rlXNs9+P5kHL/+OX74vQHeJas+KIek9uA13vnwMA4a3b9A6Y8/rg7/C4JkbfrQTlKNCBoQmEBrc+Pxojjwrcamfea9sQGgiqUgEqCoJsuTTbRx+bvJOREN+153+4zvz63ubWf3lDnwlAbI6pzP03J4MmNC5wW1yl3+41XFymOYSrJlWQN9JPVn/eXJBnIzMzhkNOj4eacNGU/7pKxBwkGTocuEdMSbyVG6eg1w3Nelh1m/vIHodjdap7phhoXmg3XgnJidEmoWYlZ8hDDciaCI1EYqrjf2eErK6XK1EIC1baJueVDuRhZVoit+D4djUmttMYXtkZe1Zo0Nsw6cTFukSWZ2PFhUGnNQqQUg8S8zyZ7GKn46qfpaGlvk7XLk3IfTaIUZSBjH3PJ1shQajtb0cq+wrCGwkUaiJ1vYKhHdgk9vT0ihx6xDLElhm/T/wLVUKTKHYK+jSJ5v/zjqVdb8UMeuDDZTs9pGZ4+Goyb0YMqpDo9VLPeHKAYyY0I3pL65hzrsbqSgOkNXWy9jzenPClf1p1yW5CNu5rtyxHtBcgl3ryhzb58lwcchlfTnksr6Oj3FKeYGvugGDAyoKfBx7/6HsmLeTqt2+eglcoQu6je1MRqf0lI9NOrc3jYyjT6VyevIs8/SjJqClZ0aeW8s/sN3jydzvQsda+VFCcdtQpOUjWHw/VsVH2LLO/k7TQgEA0g1E3dWo5WW0iIQq1B0yUGvVGj8bQLgKmBX17xpDagrdyJ9zWKDGMSO6B0Nda1YvIGNFt/Rhlb9HoGoGnk7vIFzdYw+v/A6s5I1TEqMh3P0TjhB6Nq4eb2JsuwF8i4lNFAz9nttdg5Z3cwNtaR0oceuUuurkpXJ8PXjqqad49NFHyc/PZ9iwYTz55JMcfnjdHY2Ki4u56667+OijjygqKqJXr1488cQTTJw4sZ6GKxStl+0by/j0pRVsWLEHIQQDh7Vn8uWD6NA1k35D29FvqNM4tfrRvlsG594zjHPvGVav4+sKn4iLDFdqaHncmXpKSbTuTBdZ3TI545uTmXr5d+xasju1BYUd4jDshiGpHZcCGSeeiblnF/5Fs2uLVSFASrzDRpM54bzIZhmsROYvdraANJGbZjey1VHTywCBwmuQ/gVUl4yyYsSgFpT2njjvOwm2Rgp5c2VK6sGK74VNhbCL1bDvoib8y4i3lpSJv8drll2QNf4dPU+t+U0wdxPcdS3uzl/EXCDL4DriVqQIvWecYaHlJg8lEK72uHq+g/T9jFXyge3FFW5E+iFobc5BuOqXR9AaUeLWIZalYTUgKaw+x7777rvccsstPPvss4waNYonnniC8ePHs2rVKjp2rN05KRAIcOKJJ9KxY0c++OADunXrxqZNm2jTpk297VYoWiN+n8EjN87hq9dX27f1Qx7E7z7byAv/WMRZNxzInx4djcu1d4jBuug7Oo+5L8XPvK+JZUr6HtGwcIrGYsD4Lsz82y+OxlqGpP94O8s/p2cWZ884hYLFhXx53gx8hc5rDR9+1wh6HtetXvY6QWga2edej2fwCKrmTsHYuCqyz9WjH+lHnYx32GiEFvWeSlYJoSZmAGkZCK3xv5rNsteR/h+pS91FqnoFZSjfK0qgQXU4p8BOMJMyVOIrkcwMqcnwsbKmgkxCrZqwItJ2NymRsmEgZKjhgoydLsYBG/bexqwXb966RKmJDK5B+ucj0o6M2t7QWtE6uHugZU1wNFoIgUgfjpY+vIHrtm6UuHVIpNNYA45PlX//+99cffXVXH755QA8++yzfPnll7z00kvcfvvttca/9NJLFBUVMW/ePNxuux5e7969622zQrG34/cZfPP+WmZ8uoGSIh9t2qdx3Gl9mf7uOn78ZqvtrIm6xR3+9/tP/UrZHj/3vXxss7RtrS+jzu/Fu39ajL8icTKTENDpgGwGHJW4rFhz0Xl4W7oe1o4di/ckDDEQGuR0z6hVT7fTIXmc/No4Pp38jR2vnMALnNk1naMePIx+p/VuJOvrRghB2rDRpA0bjVVeilVVjpaeiZZVR/KdO5OUXJautCYRtlJaGOWvJbUjYqkBuOPsiCRrCbSAhuU1Y3dUrxiKHaixS1hR+SfJ/+7CtWztcIJQe95UvL8SkKGuX0lXlc5yY6RMYIOOWf4hWpS4FZ7B1BkDm9R7K8DVBXeXVxCieVp07ysoceuURkooKy2NLVPj9Xrxemu/aQOBAIsWLeKOO+6IbNM0jRNOOIH58+fHXeKzzz5j9OjR3HjjjXz66ad06NCBCy64gNtuuw1db5xOQwrF3sK8aZu57cJplBb7I3eJNQ1mfbIRd5KsYSnh6zfXcPKFAzjixB7NZHHqeDNdnPHwMN7+Q4Jb26GPpXMeH9FoQt0yLZZ/nc+itzZRml9FWo6bISd34dALe+HNil9IvianPnUoLx0zAzNgxRW4QrOT60578fC4XdO6HNGJie8cz9RLZxGsDKmTGmWoRvzhQI64+5AWuUDRsnLQsnISjhHudET3UchtP4FMUm1B6Ig+xzeihdXI4EowdzgeL0yJdNuvaeQ3V+Ml1kxhN0WJVLkIi9yopg1xA2Jl3ZPGGF3juGgXq+PEtOoLo1pHhE0MJ5qF5070XpLJyneZSGNbzBaRPhpc3aDG9ni2xBjq6oqeewla9jkIvf71pvdXlLh1SGOFJfToEftFeu+993LffffVGl9YWIhpmnTqFBsj06lTJ1auXBl3jfXr1zNz5kwuvPBCvvrqK9auXcsNN9xAMBjk3nvvrbftCkVT4vcZFBf5yMh0k53rzDuxYNY2bjrty0gVgnD4o2WBGxH6skr8Bai7BO8//dteLW4BjrtpAP5yg4/uWoamiZgua0IDTde48vUjOHhi4nq5Ttm2rJj/nTaXoo0VaHpoPQG/fradT25dynkvHMbI8xNXeQDoMqItl804lvfO+Z7SrVV2gpkpIz/T23k5840j6DOu7jjAnsd15dLfzmL1++tZ9f4Gqnb58GS56XtqTwZf3L9JKiM0NtqQszG3/pB8oDTRB51R/TRYAaXrbVGc0QWRUf94SRnc5HisII4zsY4/JT2oY7oMe4BMImxj5goL3AR/o5qJtPRq760mI53JHF/KCGGHJISWJPpnjElR9cPqErjhjmbJKsJpsTWuhdDQ2/0Fc+efas8XFYoc0e/S/pdIOxYt91KEUDKtPqhXzSFSphD7XcfxAFu2bCEnp/pqP57Xtr5YlkXHjh15/vnn0XWdkSNHsm3bNh599FElbhV7HUt+3MGr/13KlI/WYhr2H8jQkR255MZhnHruAXXGw0op+fu132JZsnbSkgTN4VefaUjmT91if2HuxaEJQggm3jGEkWf1YNaza1n84RaqSg2y8zwccXFvxl7VjzZdElcIKPithJ2/loCAzsPa0OGA+B7HglWl/GfsDAKhMIiIkA79CFSavHbBDwhNcIiDkmPdDmvPH9eeypqvd7D8/S1U7vaT1sbDAZO7Mfj0buie5HeUPDkeDrpyEAddOSjp2L0Rrdso5IHnYv32buJxI69F5B2ArMxHrnoFNn0OZjjmWCA7jUIMvAzR0VkN5WisqrmOxybTnLETh8IEhAQthS/IhJEaUeJYs8CKeo+EO/U6LtQQlUSWUjhD2AYRI3aFkeyl0dC8o2pt1bMmgrkHc/c/sJtZGDGhNrGBGqG1S9/ClFXonR5p1M8naQWQpdOQez6G4A7QMhDZYxHtzkW4952EMyVuHSJNDdmAUmDhY3NycmLEbV3k5eWh6zoFBbE9oAsKCujcOX6LxS5duuB2u2NCEAYPHkx+fj6BQACPx1Nv+xWKxuSlJxbz8G1z0V0iImwBfluyi79cMY1P31rFMx+cSlp67Y+oBd9uY+uGxulCZQQtjKCF24HIamk6Dcjm3MdHcM5jw9k4fzdzn17Lz69uYsnLG+k8JIcx1/Vn8MmxNWpXT9nBzL//ytYFsaWIeo3N4/j7htJ3XGxi6sd/WkKgwozxDscQcjG9e+1CDprcFU+c309NNF3jgFO7ccCpTZfstbejHXYTZORh/fwaBMpAuLC9lyaktUUfeQ3awEnIkrXI2ddCsLxGGIOEnT8hC36AEXcg+p7peG0pJWbltOoNTsJKazbUSJgHppEwKLouamZ3RS8U6Zcrq+/ChNfW7Nh5R/7bsCM5FWEbFpJWtUdLmMnCESIHo2fFb5Ws516Ilj4Ks/RtrJL3gaok80lk2UfI3DMR6XVXSEoFWbUca+M1YOwk+vcmq35B7nwa0elmRIdr9uqLfafs3anCexHN3aHM4/EwcuRIZsyo7idtWRYzZsxg9OjRcY8ZM2YMa9euxYpq/bh69Wq6dOmihK1ir+HrD9fw8G22Jyla2EJ1s4N5M7dw+zXTah0LMH/6loQlspzX34SMbHerELZh/BUGL0yaw/+NmcGSdzdTuK6cog0VrJySzwuT5vDoiG8o2V4FwML/reO1U2ezbWHtGpubv9/Nyyd+yy/vbo5sK1xfzoqp+XUL2zASfCVBlr63pVHPbV9GCIF+0Pm45zY9rgAAaLJJREFUzvsU/Zj70IZdjDbsEvTjHsR17se2sDV8yLk3QrAsfnxuaJtc8jByl8PyYgDSh7CKnQm88Bg9KvQlenvcYwTVvW9TQECsKI4Kgo12ZYrYiaVwvlAKQ2MJlfvSTPshHAlb0HP/hNDrrlgiPP3R2/8NoXd0GFyhYxW/6djsREj/Bqz1F4ERLrMX/drbfYplwePIwhcbZb2WRolbh7RE+91bbrmFF154gVdffZUVK1Zw/fXXU1FREamecMkll8QknF1//fUUFRXxxz/+kdWrV/Pll1/y0EMPceONNzba66BonZSXBVi6MJ/FC3ZQuDPF8kSNiJSSJ/7+Q8KcDbBF7pfvrWHjmuJa+3xVRt2eBQFWyNuTDN0lOOWi1tOpxzItXvzdXFZMybefR10YhAVpwYpS/jtuJhvn7OTT6xbazsE4TjVpSaSE9y/5gcI1duOH1TMKHAsUoQtWfpPfsBPaDxG6B63vCegjrkQfcSVar2OqqyNsmQK+3fF/YbGTIFe/nsqi9s8EMafR24VF9e34mFi82rF5wv6Ds8MTzIZ4+0LuVWElV6QpqBYZqsubMkKAECn5o/Xcm9Fzrkk+0MiH4CaHhpnIysapfWzlPw5WFYm6lwHI/H8jjYY2nWh5VFiCQ6RsWEKZlKkfe+6557Jr1y7uuece8vPzGT58OFOmTIkkmW3evBktqqZijx49mDp1KjfffDMHH3ww3bp1449//CO33XZbve1WtG42rS/mmccX8v4bv+H32R9qmiYYP7kfN/z5MEYc1qVZ7VnyQz7rV+1xNFbXBe++9Cu3PXxUzPYOnTNi2tnWxESiO/gGtEzJmdcd6MiWvYEVX+ezelpBwjGWISlcV86nty61E7eMBF+gIa2y4Nm1THx8BIFK01EjLbDFcaAyWWaNIhXkho9wFFAqTcifi/TttpstBHcAOnh7I2okMwEI4UG4D4DgarveczwNGt4W6kCGKUGrDgUQhN4XoSoV0fUKhCFAE6GCQCm+J4SsPsapNhbE7YlQCynrFS1Ray0nGtTVC1fu9c7mlFWp2WAlrvUspURWzEOWfIoMbgctAy1zNKLNGQg91x4TLIDS6Th7QUxk0fuIjtemZudehhK3TmmkUmCpctNNN3HTTTfF3Tdr1qxa20aPHs0PPzjIzFXs8yxdmM95Ez6gqioYc/vfsiTffLGOqZ+v47+vTmTy2Qc0m01rVzjvPGWakrUransQTj5vIE/e82Odx0kBhrRwhZqK1rz9F3ZK3fH00fQd0ta58S3M7CdXV1cvSIC0YONPe8gQiasagR27uPjlDUx8fAS5XdIcdxXTdEFOl9pCStEAKrbj1M0o04LILTeDL6rbmJaJaHcOIu9yhDs2L0PPuQRj913VhQpqVtOK+r1Llx1GEXamhu+ChC8XDSRCB4kItbcN/6yHkzTZ16IkznenDq7O6NoRmMGPqRXzG04ACzuCU7Upeh6noRzBLRiFDyH9vyCtEoTWDi3rFLTsyQgtM3a83p6UsuJcdYc5yMAmzM3XQWAt1YpfYJXPgp2PoXW6E63dhVC5GOdKXyIrfgBat7hVYQkOkVbDHwpFc1G8x8dFp35EZWWwVlwr2LGulin5/aVf8dvPO5vNrlQTFeIN79orm2Mn90GvmfQShSkkhmaRnumunic0vPegtjz64XhOv2pwSra0NOvnFCaPhw2RSg6NrySI4TcZckpXPFnO/B2WITns4t4OV1A4wmHzBpkdgB6VscIWwKpAFr6GteZ0pG9t7NSZkxDuQYS7ZYVDWSOP8EBBrYZakT+d0JtKN0DqtgjGhV1uq/4Ssm5CwjZ2bh3IJCPtBdIyHyIt8//QXIfUOk4YoY5k9RHcEBG2js5KAIaJVfIy0rcQAmuQvh8xC+8huHEMVo2wAqHnIjLH4axzmYaWc1Z8E4M7MDecB4ENoS1hV3b4qiSAlX8fVtEbyLD3V9Z41IXlc2Db3o3y3DqkJdrvKhT15b1Xf6Ok2Je8fJ2AF/6zmCdedNbasaEMHua8g5amCwYdHH/8fc8dy2XjPmbjmuK4gk/TBX0Ht+Olmaex5uciNizfAwIGHtyeoaM7tWg2sK88yPdvbWTWy+so2laFN0Nn+MndOOG6AXSto0QXgGk0zRWy0EBza7i8gqOu78+3j69MeDGuuQRdh+bSey9p9bvPkDcCts2Mn0wWQqYZ0DksPOL9kkwwS7A2XIZ2wDSEZpeIE1oa7s4vEyy4Chn4jej7+hEnrgDpJUkTgyihW3NYve5O1uXBDKnsmPAjDZd+Amnuv6Bpdhk6l2c8Ls94pLUHKcuo2n0GQpZVTxH6KZ0K1cjyAmHK5MdYEswEc8sKjB3X4Or6Klp6dYkwrc3lmBXfRo2r8TNsv9DRcs+Nv/TO/wfmHpLFZ1j5DyLybrO7ztV8qTWqy6tF0BGe1l/ZRIlbh9Q3KSz6eIWiuXj9fz87Gmcakk/fXcmD/3ccmVlNX1HjoEM6MnhYHit/KUx6N0NaknOviB8Tm9sujdfmnMF/713AJ6+swFdZ3V8zPdPFGVcM4cb7Dicz28PIY7oy8pjGaXDQUFbP28W/Js+ioigQs71g/Sq+/r+VTP7rEM57eHhc8d2mewZFGyqcLSTsbm3J3FZCF/Q+ugNaqEPYKfcfxOafdrNu9q64vx/NJcjM83LFR0ftE+WCkiEtya75m9k5dyNmZRBPu3S6nzKI7P6NL+xFv3OQW+NXCInQNvS+SfjSm2DsRBZ/iWhne/2kkY9Z/i7SLAjpSRNwg/Ciuftjsh3Ezronrvk+klTf/o9sE9Uxuw7eGun6w/jN57DYSMgFTPi2ultMJs11N5brFyxZgCANXTsMTYtfh1VobRG0RcNdbWpYgIf0czw9XhfClInz2mTof45CjC2MXffh7vFV5G9GyxiNbH8r1u7HQ62FY2W+wH55tdxTQK99ztIsRpZ+gSMDTBO2PlyXafYj/PLbByDanhF/fCtCiVuHSEsgG5JQZu37XwSKvYdtm8scNx0JBi0KdlTQd0DzlIu79R9HcvXpnyUdd/hR3Wjbvu7mBNm5Xu54Yix/uH8UP87cSllJgJw2XkYd352MTGctYpuTzb/s4YETphP01VCNEqyg7SX6/J/LERqc99CIWscfeU0/vrxrWdKLAs0l6H14O3b+kDy+WZqS0TcOiDx3eXWun3IMU+9fzpyn1lBVHIyZd8S5PZn8z4Np023v7wzWUHYv3MrSu76hclspwqVFBM3aF36i/WHdGfHIBNI7ZTXegu2HQ9fjYPss4nllpWZBVtIuAqGxArPoX4jKt5BWBdLcZDdZCMcgRMpwlYOegZ42HrPybcCsrQLj3MIWJtTMkRYIMHWkO5ng0nGJsXj0c3Fr52BYMwhaM5EE0EV/PPqZaMK+Y6MxNvnJRqG5D8QKzEPWFH2JBG6Nhg3CClWMCBP972jhblRvSoyE4FqkbzEifWRkq97uOvCvR5Z8HLeMsABkySdYIhOt070xF5OyciHIIEmxgKBMLuwNQgJXB29fyIxfbrQ1ocStQ5TnVtGacLk0An7nmcueZqz1esyE3jzywoncce1021cTHVYQ+hR2CcGyOfkc1+NlrvjLIVx9x8g6PYWZ2R6OO61v5LllSb58dRWzPt1AVblBl97ZHHtGH444qUfEQ9kSvHj9gtrCtgZeNKY+vBKz3OJ39w8lI7f6guOIK/sw7aHlBCqMhAJXSpj87+FMv30Zm74vRNYRpys0GDC+C4Mmx3q1XV6dUx4Yykl/G8Kq6QWUFfjwZrkYeFxHsjrsH0lkhQu28MM1HyNDNcNljZCQosXbmHvBO4z6z0QwAgi3TkafTujp9b9AFELA4fcjf7oHts2whUY4REFo4E50/9tGIrG82HVq5R6kv7oyibBCkQM6IY9rKCzB/wNS5ocniP1ZB5oBpqe2McLSwQDpqkMkC4EuDiLD9QSmtRyf8QKG9XXEFoM0pMzHq1+JpqXeFtuVcQGBwJyoVrZhwxKcV7gKWXScrSTGo0qtw2XMtMkRSN+PECVupX8tsuSTpPPI4jeRmWMR2cdXb7QcVlxwLMCxr1bc7dB6P7tP3JURUjakqey+QWlpKbm5uZSUlNTqHhbeN//UG8hy179VbnnQz+gvno67hkLR2Jx38gfM/25LrHCsgw4dM/hpwzV1trttKtav2sObzy3jnRd+IRCwQNrhX240NGITSc697iDu+L+xcT90qyqCTHlnDd9+uoH1v+1h59ZysETIyVI9Pq9rBv94/TgOObrhIQq+iiCz3tnArLfWs6fAR0aumyMm9WT8Ff1p07G2t3nF7AL+MW564klDX6ReNIQQdB6Yze2zjyenY7WgXDdnF89N+A4jYMXUuQU7zlhKyQWvjOKwi3vjLwvy3kU/sOqL7WguERkfrrgw9JwenPHS4bgddBnbVzD9JqbfxJ3lRtRxoWMZFtNP+B/+oqoaMZ81EODx+MnJtUNFtDQ3HU8+hG7nj8WTV//PeCklFP2KXP8eFC4Fy4CsHtDrCGTZI3UfFxa2tWIoo8dQnTQW7QkEpDsFQSPA8NaeJzKfsJC6GfIWhzZa4NGvIs11K4Y1m8rgH0Ir17wI14F0Mj2v4tIOdm4TIKWJv+h8pJEgLCt8nWLI+M0ZQiaFBXK8V0VKB/G40fMBiFy0rAnouech0g7CzP8HsvgtkocW6JBxOK6er1WfQsWPWJsuSr6uP/YzMCHe7mgD30G4OyYf2wpQ4hZn4vb7k29ssLgd8/VTStwqmoWpn63lyrOT3/rXNMEtd4/mT3ce0QxW1WbRnO1ccfwnkXJDiT6In/7iVMac1DNm26zPNnDP5TOpLIu6RRf+RpKg1xDJmg7/+foUDj22/gkTP3+7gwfOnkVFcSBSVgxCiVma4Pr/jGLiNbHl1R46aQa/THfW9MAjNXQEmkvQf0wet886PmZ//opSpj+0nMXvbK4WuAIGT+jMCXcMod/Y2CS8HUv38NPz68j/pQQhoMuIthx+bT86Dsmt3wvQyrAMi3WfbmLZ8yso+KkQAFeGi0Hn9+Ogqw6g3QFtYsbvmLaWhTd/4XB2Sbu8YjQt9HvQNNw56Rz4xJWk98xrvJMApOXHWnEEWPHjri1dIj04C1vQsevYRtCxPO1AJk9QAuwWuICZTsIENFkjmDQj/S2ElkN5YHJonbrkh4YgmyzvdDTRJrk90WtaRfgKJ4PcFatOo5cKVVSIWxHBibczFdkUFdYRyXHLOBoqfgarxPE0+oCF1XVrpYm55uhQG906MEEEU7hg8fZBP3Cq8/F7OfvPJXsDUWEJitbECaf05chjuvPj3G11em91l6BL12wuvW5YM1tXzVtPLUN3CUwj8TjdJXjnmV9ixO3crzbxl7On1v56jPpTsxs6VItmy4S7L5rOR2suID0j9bjclT/u4u5TpkcqF0R/x0kLTEvy3xt+wOXROOkyO5bVVx5k+XcOy61JMLDQ0bEMyervdrFxURG9R7aLDOk8OIeLXj+C3z0xgvzfSrBMSYcB2bTpHj8Otsvwtkx++tCUz3VfIFgR5KsLv2Xb7HxEVOk4o9Lgt1dW89srqzn+6TEMPLs6rCV/5jq7AYajsmuCgN9NWnoo0cuyCJZVseK21xj+2h/Q3I33FSs0L6LducjCV4knQKXDt7ME23sZc6PGRDPTsVyAlUTgiqgfFiHvbPzvNxHu+BBC0zrjM54mbiBvDBaSUoLmh3hdVyY+oZprau3wtnsb/64T7RjjOgSu1OzWujHUEKGNhog1RVbOASsF7y+AWQwhcSuEjtbucqyd/2xcI/chVH0qh4RLgTXkoVA0F7qu8eIHpzH6GDtuTXdFey/tf/fsncv7086mbbu6k7YSsW1zKVM+WcsX76/il8UFpHoTyLIk3362IW4d3pqYhmTOV5uoKLdFhGFYPHDdd/bOug4PnbIZFR+nIyjbGeCk3Fc5MfcV/nntHNb+7LyxxHM3L8AyZNKkrudv+SlSwWHnhnLMoMMyXiI2f0VzCea8tD7u0Mz2Xvod3ZEBx3aqU9ju70y/di7b59pd3WqKVWlKpCmZcf1cts7eEdkerPA7FLYAsrbjwrTwFxRT9P3KhpgeF5F3eUjgxMbIy3BMjwN9Eokprfn3au7A0/YZNE84mUjD9n9psQdHraEZJC4dVj0SXT8MIdoTtD7BkXdYSvzGCyl/rgBorh64c++v1tCh+NlaS9Tc3BT3sUWNf8Z77Z2gxSYvivaXI7LHJxivpXA6OmQOTd2mvRjluXWI8twqWhvZOV7e/upM5s3awsvPLGXpT/mYpkX/Qe245JphTDitP2536olky3/eyWP3zmfWlA0xn9EDh7TnpjsOZ9I5zjqe+aoMR8I2jJRw9iHv8vzU01j7y24K8yuTHxS6JaoBeo2OZb5Kg69fW80XL6/ipAv7M3piDwYc3J5eNW5Th1n/cxGrFhQ6srWyNMjs9zZw9Nl9mP/eJmcnGAfLkOze6LD8Vyth47I9LPlmO75ygzad0hh9Zs+4ccoNpfCXIjZ8tcXBSMFP//yZ7kfbrajtuG6nhaMEQovzHtYEBV8sJG/cQRgFW/HN/wb/sh+QvkpEWgbe4UeSdsRJuDqmFv8t3J3Q+r6BteFyMAqw4wOslEVZdNmpagyMwj/j6fwh0irC9E0DqxS0bITrAIKlfwLpI1qYChM7LlmQRORaeDxXIWUhEEgwLtZIKXfjC/yNNM8DKSc5uTLOBpFBsPRBsHYTkTsyVPA1npe2KcRtzTmj3l7O6u8K8A5C1OxU5lsHdAa9H5hbiH1dNcg5EeGvgtJ5JL+YMNE6XJjUktaEErcOUeJW0RoRQjDm2J6MObZn8sEO+OG7LVw26RMMw6rlfFizYjd/uPhrNqwt5g93joo/QRRp6S5cbg3DqVcT2LGljCuP/4SjTuyJyy0wgsm/jVyhBDWoHdMbFtffvLGWr99YgwSGj+3MNX8/lBFju8SM/WV2QUyMbSI0XbD4621M+edKdqwqdXZyEBHiEYRdvWBfYOOyPTx7/Q+s+qEQTRcIzRbv//vTT4w9rzdX/+dwMnMbrxzdb6+udhReIC3Jjvk72bOmhLYDckMazenntcTjiVOSyZL4txdROeszKr960y46HK68UF6Cb95UfHO/JnPypaQfNTGl8xJp/dEO+AaZ/yJy+xvgK0EgITN5NYVqq4kjRiUYmzHL38WVcxVa1lUxezX9dfzF14K1i3DLWwHofoGZBvElsz3O47kVl+sYLLmDVAma76MZffC6r0o+uAau9FPQ08Zj+WZiBZcgZRCr7E2wzOa7CS+oXdktHNrhSExLqFqHrFiIyDwUaZRgbbwFyuZg34syq3+fmobIHY/ocgeapzOycgVW2dn2BVCC+GZyxkJGy4WnNQXqXrlDpKUhzQY8VFiCopVTssfHVWd+RjBoxY3jDYu+//d326ubDE0THH9635iQiWRYJuzcUcHyRbuc3dmT4CJ5e1CJjHwYLptXwE0nfsnMD2PDAYJ+s84M+1rzWbByagEF68oi2wTVDYHqvIMs7K+r6GMGHNW4iUktwbpFu7l9zNesWbDblkCmxAra3jPLkMx5eyN3Hj2VylKHXr06KFpTytx/LGPqDT+y8uOtBAPO7wAXrSgGwPAFSR4TCiDxpvmrk8lqYvhtYQsRYRsh9Lzis1fxLfzOmYExxs6BDc8h/OWRqiCiSjjyPEpI8M1vYZa9jowTd6O5DyQtbybu3P/3/9u77/ioqvTx459z70xm0gsl9N5FukQUBBUBO+raQURFcdV1F13FXb+C6/7WvmvBxbK2dS2IbV3sglgRC6CCdER6IEAKqTNzz++PyUwyyZQ7SSAhPO99zQp3zr33TJjceebc5zwHI2EUytEH5RyCM/n3JCW+isNxLhD65cQwBpKY+E9crmkAKFqjsDkbv9prqfA8hdZ1e28o5cBMHIcz7VYS0m/HcA5D1Tf0iWcUOdJNAEXsRd0CKRWWB9+vV2GVbcTaMAWKvqps4Ascyl/5wWfBvvcg7yX/9qS+GN2fABUoo1Fd5Zfm1ByMrg81i/Jf1cnIrU0yciuOdK/9+2dKDnhiBgumqfjXw8sYM6FrzGNe9Nuj+WD+hrj6Yfk0m9fvt/VBbtocnwkEvwodXM73zxctJCPrc7TXPxKbmu6izOfFWVmoLJoEFOWFVbPkqn+sVO2rMVBYgVoRuiovONh/p8Hxl8f+OTZlPp/F3ecuxlNiRfqMR/s021YX8MJty7nmsdij/jWV7Cnj3WlL+OXDnShToZT/fYI2UWgSnBYO016Ua5jV/7UiFoPCNH0kp0SoN2oq3A57KSzF7/4H1+DjUaa9j2N94Gf02pvw18Ctek1GsYEvMUx92ZBeBxpHOYFvJ9qbC2YK4Agu4QugVAIO92k43LVHmxOdA9D6Fny+NYAHw2iPYYS+d5UySXBMotz7EOGXD67euKqJZj9e36c4HadE38cGM3US3vKlkc/Z0KkJ0Y4Z+D4SSJGo2S4Q3KLBKkNvuwNK1xDrZ6dzH0dnnoVK7IFKOx7jqI/QefPQe18Fzx7AhJShGK0nQ/rJKNU87g5VJ8GtTVrXLQe8+v7iyLBx7T5eePJHFry+jqKCctLSXZx1QW8mTRtA156Zjd29Opv33Epb7Xw+zZeLtpK74wDZ7aKv4DTk+LZcecsQnr5vWVx9KSn1B5mxGGE+5XVlMBl41JgjE6JgX0Uw2DyQX4FWUKEtEnFEDZwdPv9td21VxRE1A+JgQF3t2uCqETifc9fRpGTVvQRhU/D161vYvy2QH117FF0HgnyfZtFzG5n0t8FxpSeU7a/gpbEfkb/pgP94Ph0SS2ig3OO/PR4twM3qmwFAep/W7P5iM9pnVaah1I5OElwVpKSWRB619WnSs/bY6r8+UEjFz9/jOtof1GvLwvvrKqy8HaAUZvseONpWVXPQ256p/EAJPbfyKowCAyvdChvgBltHqE0bbKOgYs+poP3/ZsrREzNlMmbSRJSKvoiHUuk4HNG/nLjMS6jwzkOzo9ZrqN3ZAANLb4l6XLuMxJNRrmHo8mXUChKDM77szMyLkqOkq/03RnBbvX3wzDp0u//PPnTRd/4UlJhM9N6XUR3+z3+ahGxUu99Bu99VjsqrZjdSW5PcK7dJ17NSgqQlHBmeeuh7Thr4PM/PXcHuncWUlnjJ3VnMM3OWM+bo53j2seWN3cU6y91RHNeXtN277E2EuuGuHG558Pi4+zPg2GxMM74LtMa/MGf1DLRwgW71tIFAqBR47VpBCV6sCB8yhqlwmipqYFudUgpDKRIqAz/DVKBg4l/6M+GPfeJ6fU3R/Lt+JFxQG1A1ag4VZT6Wvbs9ruN/8ZcfyN90IEpurf/45R4j7PtXGYq2I1qT2TMdrTUpfdr6yzQphdPpxemswOHwYZo+nE4PmVn5pKYVRw5sFWT0S8WVEqO+XYBh4t3uT+MpX76Iooevpfi5Oyhd8Dil/5vLgcdvovDxm/Bs/AHtLYS894k0QcgoNTD2GRBuZVb/bYEa9W2rBNMVFMHAFkB7N+DNv4OKPRegffvsvaYolEonJeE/QFK1ExP2z6HvmYYZi1PKgbPVEyjX8Mot1UYtlVk5mmonv6NGm2AKgf/PKlyAGrFTVAXBUdrbC2wBfOj88IvGKGU0+8AWJLi1LZCWUJ+HaN5eeXYld936GVpTKyfV59NoDbNmLOb1F39upB7Wj9sd34eL2+bKV0opLr1hIN2PyorduJJhKO546kTad02LHODq0A+pQGBb6/wx/qsJ82GnoDzM0QxT0b5nGs5qk8DsrhDkSnPStm8a42/qzT0bzuCs/+sf8UNIa832ZftY9cY21ryzg+I9ZbbOcaiVl3rZsa7I9uQdBRTtK7d//EIPP/17k43SXf4eeH1hRvK15phbB1K88wDvn/1fPrnqY8o9zsrfYxPT1DgcPpxOH6apKS9zB6/nIXWOK//s8yqS04rsz0lTgOWjdNHLlL71KFZ+7ZrI1q5fKH7hTjyr3iHWzHejwsCx14G5x8QoSMGR/Rgq80pwmLED20B/aj+L9qynYu/VYfNx42UYHXAbfwBLVZ0i8LMMLntbvSMWpjGo3ucNUEYqztbP42z9PEbiWDDbgZmNco/AzPh98NphK8it7H8gmK1+JyjaXaGa+0fMNKgxumub3SV6m6lmE9yWl5czaNAglFKsWLGiwY9v+Yx6P0TzVVHh4+4/f26r7f+b+Tleb/0/IA61Uad0CgaSBgqz8hHu1n/L1klxp2BccPVRtuZpmA7FmLO60KV3Bs9+cQ7nTuuHK7F2zljNu4F2AttIz4f7XPGp0A+/5HQn5/y+H3//8jQ69s9AKfuBLUDHwZn8v59P4/x7B9G6W/h0Dq01y1/YzCMD3uefx3zES+d/yQtnfc49Hd5m3qVL2LuhKOx+jWX913m1lgmORgFJafZTErZ8mou31EbN1Epeq+rfQ5kKZSpOnjuSFn3T+eCct9m30p8nW1qagMdjYlkGXm/otduyDEoOJFJW6sLnM7AshWWBZSk8FQ58XicF64rQPpv98vnA8lD+6auR21TmxZV99KLt16q8CqPCjZEyDkf61aCSiPiRH+sXwd9RtOdHrHJ717lYEpznonChtAp91BrlVxiqN2acS/HGopTCcI/A2epRXO0X42r/OQmtn8FMn4JSbn+wqv2/c4EH1R8BgXbEvo4EmtfcVwUD+mgdjvMFOg//iaj10WwirltuuYV27eq/Znwk/vdzfUZuD1rXRBPw/n83sH+vvdGzvN0lfPxO+ML8TdnES/qgff7SWsEZ2pUfQ9XLbRmGYvL0ATgc8V1ezri0N+lZ7uAiE5FYPs2UPwwCID3Lza2PjOLDbVN48PUJ3PnMSfzub8fi0AYOTAyMykGR8L+AtkdWqD16q4Hr/nkss946iXs+Hs+L2y/kynuHkZyewCnX9op7pMVTHjsY+uC2H3nt8qXsXh1aXszyala+tpXHhn/EjhX74zvxQVR2wOateareT4Mn2L+OVxSFu/8e+QyB6emOJJOjLu/FhZ+fSe8LuvHDg99Turuk2giwoqTMzYFiN6Vl/kC35jXc63FQVuKmoiwBrycBn9eJ1v73fP7uDLRl853lTMDK2wwq9u+LVeJEa7vBvwmp/oBQmVk4Wz9VOWu+5gIQxPGLYOIrfsnm+aNTKhWX8/exWgEKd8LMQ3YrXRkpGKnnVjt77B9PPNeRYLvA+ynar31gUl3gH8ls6R/tDmyLeI1RqKxzbfaoeWoWwe17773Hhx9+yAMPPHDQziFpCSKaH7/LxeG09+vkcBr8+H3uQe5Rwyor9fLAn5ZgqkB+ZLURsGo5kyaKzt3Tufz6wXGfIyUtgbnvnEFSsjNseTCzchb8//1zDINGhNagTU5NYPSZXTh9Ui+cpoFpVP1bRKrw2BATo9v3TiPnjI4MGNOGBHdV0DDiws5kxbFqmOFQEUdrA358ZQuf31+56lWYjlteTcUBL8+f/hmeMvujmQdTWiv7k+E0kN7aRXort+1VqRKz7I/yKgO6ntqBKzdfxLQtl3DC/Tlk9cmgoqCcTW+sD5PaoPD6HJSUJrEvP53deRnkF6bg9ZmYpoXD6cWZ4MWoPklNaVzuMpKSS8jd2Ja8rS0pzk/GihLouo89Bd8vPxBz2TsAH3h2taBmgBqpsWpbVZjfcA3F2eZNjKSzgRpr9dr+ePJheRpu5bUExxW4nDdU/q3ma/KvkJaY8BAOM/6c/PpQyWPtN9b2ryO6+h8qA9ewg+Yaf9Bb4R+BVx6FKgdVsddf8ksrVCDIrXWBU6ASUC0kuD2s5ebmMm3aNF544QWSkg7eEpSy/K6IxusNX+YoHFXZ/nDy2nOr+HnF7qh3IAIjbzf++VjS0us2w7/fkNbM++Z8Jk7pS0L1vFUFOSd14KkPz+a8K/tFPYbPqn1/72DdOGnXNS3s9gS3yR2fjcVwKFt5e5ZXM+bK7lHbfPbA6piDe9qnObCrjFWv2VmZ6+CwfBa5G4rY9lM+2d1SadHR3nVZAakpCVzpnsdU5yvM6PJf/ve3VRTujnxHpOPobBLSnBGfr05b0PeCzrjSEkLqFe/+dheWjVFzMCgvT+BAsRvTYWEYOiSNxplQQUZWPonJpTicXrRlUFHioiA3g9yNbSk7UK3SQOWOCYOOx51zoq3+B5RvTAVHCtE/vk1IGwaZI0NfgbMbzpb3kNDhK5zZ83C2fglnq8fjOn9DUkrhct5Asvs9EhyXolRbIA1DdcXlvJGUxMU4HRMOfb/qWFM39nGr/cWLf4W3mpcHXfmcV1WNzkb5uFC62khuYC3Gro+iHPbnMDRHh3UpMK01l19+OdOnT2fYsGFs3rzZ1n7l5eWUl1dNWigsjL2CkNS5FdF07ZFhO2D1ei26dM84uB1qQFprnn/sB1ttTYfi7ZfXcvbFdZ/l36FbOnfMHcMf7hnBptX78XosOnRNI7tD9JHNgE4904O1ag8Ww1QMGdOW7E7h++T1WPz04S5SWroo3BUjXUVBckYCRTtL8ZT7QiajBexZU8jO5fm2+qYM+O7ZTQya1MVW+4ZSWujhk8fWs2jOevJ3+CezKAWZfVPYq0pif8PQkP9LSXAAc++WEl6/40cW3PszN70zhl4jW9XaxZnoYNBVPfj2oTVoK/IJlKFwZyXQ8+yOtZ7zFMeT2kDYUViH00Nyqr86SOjd88qJZ5Zi3/YWtOiYhyupHEeHbriPPxXXoOPRB+JLI9FWCuro+9ArrwRPoHpB4LWbgA/SBqH6/RMV4duQMtJRLv/dFX8FhMr9YjIxnH3j6q8dptEdM+F23Nze4MeuExXHSnnx3gLyAjUXk6teqsVLtYoLKnjscPn7VXfNlP9uR/IAjPa3oFKGxdGh5qlJBrczZ87k3nvvjdpm9erVfPjhhxQVFXHbbbfFdfy7776bO++8M6596jv6KiO3zdvZF/Xhrls/o8LGCJDL7eDM83sdgl41jL27S9m8Pt9WW59Xs3TxtgY5b2q6i4HHtol7v+NO7URGKzf5USoI2Jo/U0PgN1gDlqW59JaBFOaV8fUbWyjYU4Y7xcng8e1o1SmZ+89czKrFucGRGgP/CG7YCWYafAVe/jVpKS/dsJzLnx7OkHM6hDQp2FZSe78ItAX5v9pv3xAKcst44MRF7FpbGHJ3XWvYv+YADg3eGD9sN0atO/PagvJiHw+c+gl3fjeBtr1rj5Qf96ej2fr5bnYt2xe2aoIyFIZTMfHlUWGXMna3SKy1LSIDTLPml1hNckq4wLZmRxRFFb3I/uu1ODJaVG1PzcJo2d5f1zZWlGQYOHsNQyX3hqHvw5630TtfgbKt/jJWqQP9qQhZo20X5ldmFkbiBKzSyCXGqvgwky+xddzDmXINwL/amr0R3LiGriKtkhwYpfVVu0pECWxr9SGhC6rXvCOizJcdTTLiuummm1i9enXUR7du3Vi0aBFLlizB5XLhcDjo0aMHAMOGDWPKlCkRj3/bbbdRUFAQfGzdGvsWntYKbdXjISO3zVpGppvLpg+MOdtfKbji+sGkph0+hfnLy+xPCgIoL/cx975v2Lvn0AZYAQ6nweUzI+f81iWwVYBROWnORNG9byafP/cLV3R4nbm/Xcq8v/zIszd/xw1Hvc313d7k509zg7l4ESe0aTA1uLQKxhQl+RX887wv+K5GWoHDbS9QCXCGqR5xsGitmXPWZ+SuKwqbNqotSNYmLq1wJfn7ZVTmTwMYGtzaiLgohrY0nnKLBfeEL6HnTHJwwbsnc/TkbhhOBQoMp78SAkCrozO46IOxdDg+/LKv2TltcbeIvjhBkAUteyWFlNRyOP15tzFjCg0Vufsp25YfslkphevYM7A1/GdZuIb7b9MrRwqq7SUYQ97GOG45xojvMPo/jWpxUtwrTjlSr6FydYcorUyUcyCGa2SUNs2DMtNRqWdhK7dZKVTSGGKGU5V5tFHfJrry/6qlItiuuFL+K5RttNfWBl2yFmvzbKyfzsD6aQLWumvQ+xeiddPI549FabuZ+03Qli1bQlIKduzYwfjx43nttdfIycmhQ4cOUfauUlhYSHp6OgUFBaSlpYV97q3Bs0k2bV4Awyj2lTFx+eyw5xDNg8fj47pL3+H9/24Mrk4VYBgKy9Kc8ZtePPL8qXFXEmgMxQcqWLdqL0WFFVx99tu1avdGotFggMM0uGvOSZx/+VEHuadh+qA1D9/8NfMeWYlhqpA0hbr85B21yhP5t6VYjtDJdZrgYgzRO+j/kEsMs5SvUuBKcfDgrom4kvw31yqKvfyt7Vt4imN/sBim4tjre3L63+Of1FcXaz/dzf1jFsVspwzoMCiDU2b2YdXnu1n7dR47fsjH4bH3Ae5IMHhk5zkkZ0a+ZVy6t5y1b2zhwM5SHIkmnU9sQ9thLSK2D/jp0eX88OB30Qvomwp3i0RG3TeE1be/HtyemFSCK7HcVhk7TIPW54+lzcXjQzZrr4cDz8/Gt3VN1IllCUPHkXjm9IMyOucr+xzP3t8SvG8e5F/dTTn7kdDiGZR5ZORyas8OPNsmglVItBFtI+NazIxpeLdfBuU/EzZBNhCseiuD29pzF6uUV6YjUO33ItL7ssbbQPV6DpU2ImJf7dCWB/3rHZD3BqHpKpV/dndF9foXymUvvmosTTItwa5OnTqF/D0lxZ//1r17d9uBrV0+S+GrxwXFZ7csjDhsOZ0mc18+g9f/s5pn5izn5x+rlt88alArpl43mHMv6YsRoZB6U7FjaxFz7/+W1/79M2Wl/lFbA/8qWrEGl4KreVngsSxmXvMxCS6zXjm4daGU4sYHjmXomHa88vBPLPt0p397HY4VLrAF8KKpwMJdbczRn35g4zyBuSLafxHW1R8ayoq8fPvKFkZe4V92NSHZwbCp3Vg6d0PMfGLLp8mZ3iOel1gvnz25EcOhYtaz1RZsXZbP5y/9whdvb8V0KFI8pu2RKW+Fxc41hfQYEbl+Z2ILF4Om9Yyr/wUbCijJq8BMSaR8fzmgUUpXBpD+EdnAKDA+L5/PWEpaZkucZXn4tBHntV2hK2rn+CqHk5RJt1Py5iN4Vn8NhgFWYOjO/3XMddxZuMdOOmi3nU33KIzs9/EWv4SveB7owsq+9cJMuQwz6UyUOnzuONWXcrbD2f4VPDuvBO82QgM9A9AYGdMxs/6AUgpHhxex9v8Lq+BFqL6Sm9kCyvf6R23DjMgGJ5z6v0PYD2yrPxe8AMWRYgNo737I/wx8RWCmotNHwdZ7YO/blS2qB/WVfy7bgl4zCfq9gXI23S86h3VweyjJhDJhh2kaXDDlKC6YchQ7thZRkF9Geoabdh1TG7trtqxdlcfFp7xGYX55yEithfaXoIkSiAQD2xrb/zLjUyac2wOX69BebpRSjDqzM6PO7Mz+PaUU5JXx4O++ZNninfaPQZTXrKFcWSRqs7KtQivwaVCR8mtr7G+hUZUflIHWFoABP76zIxjcAoy+rS8r39hG8e6yqIHkyBm9adnr0L3fdq4pjGuhhm/f9udk++LYJ8CKMmksXt5SL1/e9AWb3tqEMlVlvq7/Xzz0fqbGsCycCZqK/f487r2FmrRUF6ap8YXJ443yAnC2zAj7lHIlknzRrfjytlPx/Uf49u5AGQZm2+4kDBmLkZpZx1dqn3K0x5n+RxxpN4MuAeVExTO5qplRCd1wdvoIXfIJvsLX0N5t/gUeEo/HTLsQ5Wxf1dZIwmzxO4ysa9FlP4FVBGYGuvQX9LY/RkwzUJX5+FiVFRKwGdjWYkJS9EoyAdq7H73lPtj3P9AeqmbF2ZlY6IOKXPSuZ1Edb4qng4dU0783GocuXbqgtWbQoEENf/D61ritY3D72GOP0aVLF9xuNzk5OXzzzTe29nvllVdQSjFx4sQ6nVfUX7uOqfQ9utVhE9iWlXqZcvqbtQLbACsYvNZ+LlJgC5C/r4wP3mq4XLC6yGyVSJe+maS3cNuplR8UbvW1IOVfpcz/x9B2XsL/nGofourDLPA/E39pn9KC0BG+1DaJXP3pSWR199+hUtUWu1CmP9d01M19GH/vQDsvrcGEq0kcTfXA0RfHEqdKQevu9ipmxGL5LBZNW8Qvb//i71Os0XDLwFNhVPZdk5pSjGH49yktiWdCmkHGqEFRm5gt25M4/nJSLvkTyRfNxD36/EMS2FanlEIZyUd0YBuglAMj+RScbZ8goeM7ODu8jqPFjJDANrS9EyNxCEbyaAz3QAgErlGuJYrQFdqA+AJbDST2Rhmx/720Zx/65wtg738rA9vqJ7ObT2vBnlfQ1sEpmdYQmlVwezA1Rp3befPmMWPGDGbNmsWyZcsYOHAg48ePZ/fu2muPV7d582ZuvvlmRo0aVdeXK45AC+avJXdnccTcWv98iNr5ZNECWwCHw+Dbz7c3UC/rZ9hJ7eNaLdBO2FbrcIE72DYOHmkSlYEiKcwCBVndUrjxpwlc9r9R9D2rHW0HZdAhJ4tRN/fh5g1nMOHegYc87aX7cS0xbAa4Go232k+sHMtWWoLhUAw+qz0ZbeK77RrJr+9sZvuibVHLh1Xxj+ZalsJnGTidXhwOK5hja/lMykpdsd9XhiLzxKE40homQBdNn9Yadj8P1BiRDdu4nifrZK+Mmt78Zyjfjv1ANgJfIZQ13ZU2Jbi1qV6VEiof8fr73//OtGnTmDp1Kv369ePxxx8nKSmJZ555JuI+Pp+PSy+9lDvvvJNu3bpFbCdETS8/vTL2IgH4R9t8WGD4R3MDuaKR99FUVDSNGbbjLumBO8leekTUlISA2utFBHf2l6iM8JPR/ioBkW9oa1IjTJwyTIPep7Xj0tdGcv3347n2q1MY/7cBZHZJjt7Xg2TM9B620xLK0VS/FHoqg107o7dnzLR3y9WOn59ZHbKQg10+r4HLVV4rkC3Yn4bX44gc4CpFUs9OtL/6nPg7Kw5fJSug7Of4c/3rEOiq5KNjH7Z8K+R/Qr0D2wAZuT38NdTIbWFhYcij+mIS1VVUVPD9998zdmzVMoCGYTB27FiWLFkSsZ9/+ctfaN26NVdeeWXD/gBEs7f1lwJbK4BCVa1Xu43b2lyA4WBLSnFy0yPRl/IMjMhFGlUN0v7arNFycsP+OCt/bNH2VajYiz80EW16pzHyym5RqwUoA1BQrGp8qCoowltZs752kGs4FIZDMf0/x9E9J/JEsnj4yn3s/ibX5qhtaGc1KmTUNkBrg717MikuSqq1yIORlEjr88fS7a5rMVxym/9IYu3596E7me9A7Db73qNu02ojSMhuuGM1MJlQZlNDTSjr2DF0hZxZs2Yxe/bsWu3z8vLw+XxkZ4e+ebKzs1mzJvza3l988QVPP/00K1asqHM/xZHL4Yzvu26Cy7S1aIVlac65tOFXNaqr0y7rhdbw4PVfUFHuC5aWDJQMa9E2icLcMqKWcwwEqDr6ZKJa4VPlhkQMnDHGFiqK46sv3JgmzR2Gp8zH0hd/rVU5QRmQkOSgw5gW5H24zZ+QXI1WUKC9uDFwYQRHs02n4vjJXRl3Y286Hp3RYH31xlm32S6tDYoKUykqTCHBVYFhaCzLYOjTV5HWN/7FSEQzUPqT/baBOz0xJu5G3NmMfedGe/ZQq05lnZiQdixKgtvDn6XBqkdwGxgk2Lp1a0idW5erYUqrFBUVMXnyZJ566ilatmyYEQ5xZMkZ1YH/zV9raxZ7UoqTiy7vz/P/XBH1OmmaipNO70rnJrbc8OlTejF6Yhfe/896ln64lZIiDy3bJTPu4u4cO6Eji+f/wl+nLEahIo5Qp2gHDhs3vzS6cqKIvwZuQuViENEYDkVWp8gfVr4KHxs/yqVgawkOt0HnUa2DE81i8VX4WPPGNn54YRP5vxTjcJt0OTGbUbf3JzFKDdloHE6Dq144ljHTe7Bozjp+/jgXb7lFRrtERl3VjZFXdGPHxiK+ejfCgjkKyrAo0xaGgnY9U3lo2Rm4kpx16k80zhQnpsvEZ+OLWTg+n4FSvigj1YqKcv91XTlNkjoe2slgoimJI2bwrxSD8tUhsE3oiF77O/8Er8TOqNbnoVLCpCkYSQ0Q2AL4UG2a9t1hCW5tsiwDK55p1mH2B0hLS7O1iEPLli0xTZPc3NyQ7bm5ubRpU3sUYOPGjWzevJkzzzyz2jn9b2KHw8HatWvp3r17nfsvmr/J0wfw1svh7wpUZ5qKi6b259a/jWTTuv18/tGvYXMNDVPRs18L7ntq3EHobf2lpCfwm+uO4jfXVS0yobVmxae7+Oz1zThMA4+n9geBQyuStIOEWIFtoCywVqTHeam1vJo+J7ZmwYzlrH57O+UHvKS0djP40s54iz18/+RGSvdWhKxr3+2UbMbdO4jsKKOc25bkMe+czyjbF5ort2dlAd/OWceASV0546nhdcpHVUrRc2Qreo5sFfb5nlkJHD0mm1Wf745Yq9cAErVBYoHilg7/w53qYNDZ7cnuksy693axf2sJzkST3qe04bjp3WnRLf50F8M06HZedzbMWx+zSkJtmrKyBFJTS2O2VKai3Wn9cKQcObVhRQ1J/aHiV3ttK1cwi7hMd8T9NJRs9T8ACpeic19Bpx2D6vUIyun/cqUrcsFXRoRkKZsqF/ToeCsqPXp6V2M7rFcoayh2Vih7vtv9JMVZILm6EquUKZv+GNcKZTk5OQwfPpxHH30U8AernTp14vrrr2fmzJkhbcvKytiwYUPItttvv52ioiIefvhhevXqRUKC5HuJyLTW3DDpPd57Y33E0UrTocjMSmTB0kvIbpeCx+PjuUdX8NycFezaXpXzlZHl5pKrj2b6H4eRnHJ4vO98PosHp3/J+8+tx3So4Ai2RgeDvavuGsqPb+xg07J9MRdTCHBoRYaOL7htne3Cs7u81upqTsO/8mu4jz5lKhwug8s+PJEOObVX5dq5fB/Pj/oYX0X0D7dOJ7Ri0ocn1SnAjUZrzb7tJcw+cyG/rsyvNYCUqAzSfKZ/kYJqde0TKysBVw/klanQlmbsbX059a9Hx72wwb6f9/HfU96Kc+KOxjQ0TqeX9PQDGEbt3NsgBUaCgxEvTiGla+wV0kTzpA98i7Xx0uiNLCoXeIjz9y2wIISGWleEwPva3RX6/hM23wEHviWuN7xKAcpAV0vjSRmMansNKuPE+PraCGTk1iafZeCrx/w7Xx1Kgc2YMYMpU6YwbNgwhg8fzkMPPURxcTFTp04F4LLLLqN9+/bcfffduN1u+vfvH7J/RkYGQK3tQoSjlOLBZ8ahFCyYvy4kwAssH5zdNoV/v3MO2e38I2ZOp8m0GUO54sbB/PT9bvbnlZKSlsDA4W1ISIhvffvG9vgt3/DB8+uB0AUGVGXdWYCnb/+eW58cxdYbvqOsxBc2yKy+aJAGfIbG4TDwltsbMXE4FJ7d/omm1QNbU/mDvUgfgdqn8ZZbvHzO5/zhlzNxVC4uYPkscn/M579TlsQMbAG2fLaHz/7yE6NnD7DV31i2rtjPp3PW8+1LW/CU+lAGDOrdgh37SsjdXeq/q4oi3Vf5cRQIYIGk4IbQ1fECI64f/81f9eDUu2LPFK8uq18Wx913PF/98cvgylDR+c/ncPgARVFRMqmpxWEDXGUqlMNk8N/PlcD2SJc8DJKGQMmy8M/7QFnKXq3nmk0sKuvnR9m3bBP8NMH/53i/q7Y6D9X+WihZ46+H6+qIcnf1d8WzDyp2gnKCu4ut+rqHmgS3NjXGCmUXXnghe/bs4Y477mDXrl0MGjSI999/PzjJbMuWLRiGFLwQDcflcvDof07jqt8P4YXHf+Cbz7fj8Vh06Z7BxVf1Z/zE8CuNmabBoOFNc9LMlvUFvPufdezacoAEl8GQE9px0nndSKi2slTejhLemLM6dq1SBa/NWUWnAZms+zov4sdK9fJoPg3dRrVkw+I9tkpmJasIo+Y2LiHapynZU87Pr22l33kdWfrIWr7753qKdpTG9dn2xd0/c/SkrmT1qN8CJJ88so75v1/uH4EOjIRbsG9dMQk+zenndGPcrH48fcFX7Fl/IOTnH7iZH+sW7cf/72eOvbo7mR2T4upb70t7k5SdxLL7lrFv5d7wjSpjB1eGiwSnF0+hfxTLsgxcfXvSqm8S+7/dSNkO/1K1ZlICHc4ZQKcLhpDUISOu/ojmRymF0fUJrA0XQ9mG0ADT8ge2YKP+bfD3QtV4oua2GpuMyE1iKliI6vwnSBuBrtgNe17F2vs2VOSCrlbJxUxFt7oA1WYqyhk+JakxSFoC9tIS/tXpH/VOS7hqyx/iSksQQtRd4f5y7rziEz5f8CtmIDJU/lHZ1IwEbn7oeE69tBcA//7rcv591wrb5c369WvJjpWFtvty1YND+Wj2asoOeCPmeSoD2vVJpXh1Ua3PIgXYXeVVGdBldGusCh/bv84Luf0fz2dc6wEZTPtuQhx7hPpu3haeuShy2cJAh4ac35Glr26puZlk7M0aV6bypyfEOXpbXd6PeeSv2c/GNzaw8/MdIUG2YQKWpvNpnel/3UCUgsQ2ySRl+yf8aa3xFpVjeX040xIxHDLgIEJpqwJr5Riw8qp+CSsXB4uajhAxsMWfaxtI4Ql7SdH1G75UDtTQlbDnZfSvd9XsTA0mODNRff4THN1tbDJya5NVz7SEuqxQJoSwL3fbAd6fv4G9uSWYDsUn839h5+YigFqrrhXlVzDr8k+oKLc4+4o+rF+xFyuO7/lmolGr5FU0nYdk8fuPx/DIhE8pDkzmCuSVVh6n3/g2uMp8/LK6qNb+8QSl2oKdy/bjPVBR58AWYPeP+exZVUCro9Lj3NMf8L39px9tNITlr21FGSqk7qw//cLmqmc+zfpPdnNq3L2s0nJASza8vIbcL7dj+FfvCOkjCrZ+sIWy/eWc8tKpmNVSbpRSONPc9Ti7aO6UkYDqOBu96Xr/Bm0jxzZaYAtVBbkjZSYEttf1hrP2onc8Cjses9HYB5796LVXwNEfNIk0BQlubdKauJbtDLe/EKLhFe4v4y/XfcrCN/xLQRqmwue1/AMbGhxRSm/de/3nnHBmZ/9oahy/o71yWrL123xbbVt1TqbvyNYYhuKvG0/n639v5rMnNrLv1xJMp6LHyFaMub4nfcZmc1/X/9nvRBRlBRX+ALE+c8IMWPPm1joFt+sW7yZvU7Gttlr7J8lVL8wVb7e9pfVbcWn3d7mseyF6pRBtaXYv3cXGV9fRa1LTqdssmjZ94Ef07hdg//sorYK1bO2xk4tE+AC3IeaD7oq8GmptPqjYAfs/gBZnxm5+kElwa5O2/KvT1Gd/IUTDKiooZ8qYN/l1XX4wpaB6aoEGPFg4IwS4Pp/m7efW0qlPBl+/t812BYQREzux5uPd7NxQFHP09uyb+mFUVh5ITE/gxBt6ceINvcK2LS8Kv8CARdVdyNh01f9XBo51oQwo3V+35TW3/1gQX634Gukg8RQrMkxFVtf6LT289vmf/RUYbPz7r356FT0v7RN3hQZx5NE75vhHPzEJfH1TxDOBzMbQa+DpgzGAZsUueRfKQO9+GdUEglu5V26TzzLq/RBCNKxH/28pm9fl10o7CKq88Huwwn6gaEuz+M1fOO2KXrYD23bdUhk8pi1/fvtE0lq4MBy1P3wCcc9JU7tz6m/DB7LhuNIiL1rgi/PuUfXPvOoP27TCnV7HRRTi6KhSYNZYHc+Cyn+x2MexfJrhV9Qvz2/bx1vs1bzVULA+n9LcknqdTzR/evfLlYEthNyXiGsFsnp8gbLqtzvKQfwhogXlNuv6HmQScdkUSEuoz0MI0XCKCsp567nVsYPSyhzKSKOBRfnldOiZzokXdA2OsEYz5Y7BKKVo0z2V+789jZMv747TFXopze6WwjWPDee6p46Na4Svw9DMiB9I3sq7mXauJQaVYz71+HDTPk3viR1jtrMszZoPdvLcb77kvqPf48HBH7Dxk932R22Voufo2rOsy4kdBBgORateqfQZX79KHd7S+Jbk9ZYcPksji0NPWxXoHQ8f2pNGqktYp9jDBFfnuu1seepywgYnaQk2NUadWyFEZEs+2kp5mc1cS+0fCTRrfAIoBVnZ/ioof3xqFPl7ylj+yc5at9QDNX+v+MsQTrm0R3B7i/ZJXPvEsVx27xDWLc2jvMRLi/ZJ9DimRZ1uW+dM78GqN7dHfL7CggSjMsUuMFla65Agtnr6naUrY/tqz0cpIFR1DFPRblgW2QMyovY3f1sJT53+GTt/LAiZYLfjp/yo+9V02bM5vHX7jyx5fnPwZ+8FKtAkVN7GrRnoGg5FcksX0949AcOs3/XV3SLR/misAleWTCATUeQvAu/+Ru6E8t/uMYlzYpkJrg6QPhrKNsZ/Wl8Beu//Gj01QSIum2TkVoimpTC/3H5jRfi0BGD8RT0BcCc5uPed8fzxyZF0658VbGMYihGnd+LvH5/KpNsGhT18ckYCg8e349hzOtFzeMs652O6M5zEWuW7woJynz9wrVnhIeLgTZjrT6RUBWUqElIcnPl0TtR+lOyv4LHRi8j92V8SrXrusfaBnYQGpWDk1d3I6pDE1GdzuOLfOXQclBl8vhxwtEwgtU1oGUZnosmx07ox4/txtOwe/xK8NXX/TU+UjULCylS0P7EjrgxZUldEpkvXVN7WP1QnjPREjZmaUfOTKiuApAxG9X0J1fqiunfn17+grTiuzweBjNza1BiLOAghIktNjyPACJPnpgxITHIy4ZKqkViH0+DUqb2YcHlPCveWU1rsJb2Fi8SU2qGa1po9vxZTUughtYWLFu39iwiUl3j5+uVf+fzZTezdUoIz0WDA+HacdG0P2vWNXHlgx4r9PD7mE9u3832Aof1L8gY+qyKNygbmpkSNuSuHfNsOyeSUBwbjKfaxZ1UBWT1TQkpfBXz6j7Xs+7UkYq5qYMDIC7UmawX+PujcDlzw8BD/NqUYMbkrIyZ3Zc8vBziwpxx3mpPsXqkoBTt/KiB/WwlOt0nHYVm4o+Qnx6vXpD6seiJ26TLt0/S98qgGO69orqKMZsVYVCy0XRxDrtEC3OAtnGqbk4+BzLFQvAJ0BSS0RbU8F5Vc+f52tkQ7WoA3wgIn0fgKYd970HJi/Ps2EAlubfJZCl89AtT67CuEqG3EKR1xugw8dpa1Vf5AMMAwQBmKu+edQnJq7ZqMSinSW7pJb1n7UF6PxcdPb2DBo6vZvqZqIYdeOS0ZfkYHFv1jHQf2VoSkNiz8ZT0fzVnHuBt7c/GDg8Pm9r5+zXd4K5fHDYSSkcpX+oNUjakCn3+hhVmjpR6ELX9ZufGoizpTccDD82MWBk/uzkpgyLQe5NzYm6SW/i8UPo/FV3M3xpyE5QBME1I6JLJ/e2lwdLfHyJaMuaEnA8/pEPZn0aprCq26ho7IthuQQbsYaRJ1ldIxlZEPj+Hz6z/xb4jwsgbcOJh2ozsclD6I5kO5e6J1PfOyg0FwjAA3VqBcPS8p0Lb99Rgdro/dhw5/hM0zY7erxUQXLUVJcNv0aV3PUmAS3ArRoNIyXJx5aW/++/yayNUSAjQ4Tf/SAJZP02NAC276x/EMHtk2rnNWlPn429mL+GHhrlpXg/Xf5rFuaR5OFG4MqFb+LxDUffjwWhxOxYX3DQ7Zd/vy/Wz9dl/INhVmhKd6DGsqKtMfqjcK3aH6x6LGX/dXq9otAyv+rnrl16rZaJXK9lWw5IHVrHxxM5MXnkRG1xT2rC+iOM/ebUflA6Pc4qHi8ygt8OBKcZCQ2PQ+erqe3R1Xhotld39btRxv5Y83uUMKA/8whB4X2q98IY5gmafAljT/CGY4dkZvNbED3Jq3bGoKSXGqLEfWdhqq/XUxTl7ZzRZnoLc/BJ5cGx2u0TFJSzg8WJbCV4+px5YEt0I0uN//bQTffbaD7b8Uhg1wAyO0U/8wmOSUBBJcJkNGtaXfMa3rdL4nr1/Kj4t2Ea4Oe2CU1qM1BhpXhC/D7z64hpN+25NWXapGJtd9sCvk1n3NeSA1Lz0GYAY3hha6jLYwkVXZLOokszAD4dqnKdpVykunL2b6j6fhtTuRr5K33IcjwSS1lc01hBtJu9EdaDe6A3t/zGPvj3loyyKtewZtRrRF1bVgsDjiKMMFba9Fb7u3fgcKXmTiHblVVd9YATAhaywq+1JU2nDbp1eGE3r/C716UmWgbrsECiRk2z7PwSDBrU2WBqseI7c2l6wXQsQhPcvNvz87l1nTPuGzdzdjGMq/lKvW+Lya9l3TufPJExk6ql29z7V3ewmLnt8YMydWAY4o1woFfPLEBi64exDlBzwsf3UrP769HZ+lgxO/NOCpds0wNTiUf0EGhcZUqrJKQvgK7rGuVJFycKPdANVezf4NB1j3v+20G9EyrtzBjI5JNho2HS0GtKTFgDA5KULYlT0VPLsh91mqL+IQFG3xBbM1ePaEP66ZDpknoTJPQmeMgfwvYOfzUPh11YEzx6DaTIK04WCVgJmMquMEN5XYE456Hb3tIdhndwVFH6rFxDqdr6FIcGuTDjNSE+/+QoiGl9kykUfePI1tvxTy/rz17NlVQmKSg+PGdeKY0e0abCWpT/69EaWiry6kNCTXKjgWSmv4+uVfSXU5+OSBNVSU+PwBuVX1eVdzfx/+0VynBpehKoPSMItHxPF64qoOFDi+qVj+r430Oacjvce1Yf3HubYWvzh2Wvc4zyTE4U0pheo4E51+Ajr331CwmGAUkToCkvr4b91bpWBVgLsbKqENpI9EJbTB8hbB9rlwYLm//EhSD1SrCyBlYPCapgCyToSsE9G+MvAdAEeqf+Q4wIg8idX2a3F1QHV/AMuRBrtfjNHahNRhqKTe9T5vfUhwa5OvnmkJMqFMiIOrQ9c0rpo59KAdf+f6opjRoKtykd9Yiw/s3VLCe3euDC4JrH06YmBbnQd/gNtQN/fDLekbdfTWp9m7zp9HeOLNvVn7wa6ox1cGuNOcDJvcuf6dFeIwpNKOQ6Ud5y+N5SsCMwVlxK6TbDhSofMt9s9jusE8uPWXVceZ6LLNUPgVEYacwdUe1f3vB7UfdkidW5ukzq0QRzbDESNk1eBE2VtaU/truFZXs1JPJBW1riXa9r4NwahcKrfX2Dacef9AgLC1eQ1T4Uw0ueqdE0hMr12RQogjiTJcKGdLW4FtU6WMBFTPJ1DtbwRHi9AnjURofQmq33yUs/FTemTk1iZLq3rm3MrIrRCHs57DWvDxMxsiPm/aDWwBlH/iWSJVtxftpgl4CT/iWhc6cCyqHa9aR2qex3AoOh5X9cF14s19aNUrlY//389s+aaq2oMyFQN+04FxdxxFm371vy0qhGgalOGEdtdC22lQ9D1494GZDClDUWZyY3cvSIJbmywrpLJP/PvLyK0Qh7VRl3TlmZu/p7w4fP3KeC8PNS8J8ezvq5xgVv1Ydbk8VVUS8hfMDVYBqz7HoPIPBqA9mqHTe4Yco/9Z7el/Vnt2/VzA3o0HMJwGHQZnkpp9+I5QCSGiU8oBadFXMWxMEtzaJCO3QhzZElOcXPKXgTx70/dhn4820SxM43rlhNWujaDjDnCrjlGtHm+tVlXDuRaK5FYuWvROC3u8Nv3SZZRWCNEkSM6tTT5d/4cQoukrK/Hy85e7WfHxDrb8nI+uljB/5o19uWi2P8/UcISGktpUWHYD3MpdS9F4Khd7t3uJUEblKGowl79qT7vHCBfY1v5z7edK9lUw/6KvQn4mQgjR1MjIrU2aeq5Qdsimewgh6qIgr4z5d//Eh0+vp7SoKvWgy4BMzr3pKMZc2hWlFBf+3wBGnNuJ9x9fx5LXf6X0gJfUrARGT+pGitvJm3f8FP1E1eJCX7WHnUqwhkMxbHJnVr+wGUv7VykLd/iopciiniH6dUr7NBs/3MXWr/LodHyr2B0WQohGIMGtTVrbX5sj0v5CiKZpz9ZiZo5+n7xtJbXqtv66cj9/n/IF67/LY9o/jkEpRaejMrj60eFc/Wjoaj+Wpdm9vogvX9gc9jwhK4FV4wW8aEwilxFTBjiTTE65/SgK1hSydek+vBoSKpfgDUz8qrl3YFKYrhX11u0Lt+FQfPfEBgluhRBNlqQl2CRpCUI0T1pr7jp7EXnbawe2ULWs7v8eXcOH/1of9ViGobjq2WO55O+DSW8bOqFKV/uvBVRASBpDCVVfoGtNNjPAne7k3MeG8sG9q9mypogyC8osKPaBR6uQ1c1qsnTNVIR6zB/warZ/uy92QyGEaCQycmuTpp4rlDVUR4QQDeqnxbn88sP+2A0VvHbfSsZd1TPqqmeGoRh3Y29WLsrlh3d31F6ut1rJLQ/gRAcXcygG0lyKFu2SyN9WgvZpMjolcdw13dm5/gDPTV6KUpBQI7Wh1ILSyjFf//K8wVPgAEylMFVdayrUpqX8ixCiCZPg1iafrrUydNz7CyGano+eXY/hUFjeGL+kGnZtOsDqr/bQ7/jWUZtu/GYvKxbsiH68yuK2PqpuoSlTMWRqNybNHRactKWU4qVrvmXJM78AYETppv9LuAqWHlTKf3xTQ1IDpf0rU9FKqiIIIZowSUuwyWqAhxCi6dm16UDswLaa3b8eiNlm4dz1taophKX814ZArQSlwFvhq/yzQinFL9/k8cWTm4J3f+JZeldX3nLyT1pTNqocxP45aJ9m2DU94uiFEEIcWjJya5OkJQjRPCW44wkXwZkQu/3Gb/baD5hV1SphaMholxh8avXHu/jn6Z8FmmFQx8UiNJT5IMn0nyxsWoWNZc+UQ5HdP50e49rE2QshhDh0ZOTWJh/1nFBWx/M+9thjdOnSBbfbTU5ODt98803Etk899RSjRo0iMzOTzMxMxo4dG7W9EAL6n5CNEa6mVhjKgN7Hxl43XdfxF97yaQp2lfHqzcv5z7Xf8fApi/FUaCz81xAv/jzdunxZ9gGlPoKL0Witgw8ATMWY2f1Rpqo96lw5B61Fz1Qu/d8JKENKGwohmi4Jbm1qjLSEefPmMWPGDGbNmsWyZcsYOHAg48ePZ/fu3WHbL168mIsvvphPPvmEJUuW0LFjR8aNG8f27dvrcHYhjgzjruppa1ECw1TknNWRlh1ir5/e/qh0e2kJlaq3/Or5X1j48Do+e3wD/ulhoYs0eIBS6vaF2Ys/wC2trLDgrXyU+sDZLonRfz6Kq5eewoBJXTATqj4eMjolMe6+QVz15VhS2iRGPoEQQjQBSstSMxQWFpKenk5BQQFpaWlhn7uGZ3DZKrMeXjklPMEVYc8RSU5ODscccwxz5swBwLIsOnbsyA033MDMmTNj7u/z+cjMzGTOnDlcdtllde67EM3di7NX8MpdP0Z83jAVCYkmDy45jU79MmIe78cPdnL/qYtjn1j7c2gdNZINAukHkWreBriJf4TCAMINvLbonsKt608P/t1T6qVkTzlmgkFya7eM1gohDhsycmtT4JZgXR+BUZbCwsKQR3l5edjzVVRU8P333zN27NjgNsMwGDt2LEuWLLHV55KSEjweD1lZWfG+XCGOKJfMGsj5tx0NEJKioCqvkCkZCfy/j8bZCmwB+p/Shi5DMqOP3lbm2dYMbMFeYAv+Udx4hbuLpAzI6hY6Iu1MdJDeKZmUNokS2AohDisS3NqkG+AB0LFjR9LT04OPu+++O+z58vLy8Pl8ZGdnh2zPzs5m165dtvp866230q5du5AAWQhRm1KKy/46mCfWTuSs3/WlY790sruk0Pe41tz4r+N4evN59BoeO9c2wDAUNy0YTZueqcEAOeR8hkIZ0HVg7QA4nouyj4aZrKotyLmqewMcSQghGp9US7DJh8ZXj4+RwL5bt24NSUtwuVz17ls499xzD6+88gqLFy/G7XbH3kEIQbseaVz5wDCufGBYvY+V0SaR2V+P45MnN/DRnHXk/VoCgOlUHHtRZybc2JtHTv20VlUFu6O2AT7qdyFXpiK9QyJHTWxfj6MIIUTTIcGtTfWtVRvYNy0tzVbObcuWLTFNk9zc3JDtubm5tGkTvQzPAw88wD333MPHH3/MgAED6tplIUQ9JaY6Oe2mvkz4Qx/yd5birbBIa+3Gney/9JYU1iWxoOEoU5GUlcBV743GdMqNPCFE8yBXM5saKi3BroSEBIYOHcrChQuD2yzLYuHChYwYMSLifvfddx933XUX77//PsOG1X/0SQhRP1prNn23l6/nb2Hpa1tY8e52Ksr8WfiJac7a7ala1MEOD/GlJwQu+s5Ek2Ov7s6N34+jdR97k1yFEOJwICO3NvnQ+FQ90hLqUJRixowZTJkyhWHDhjF8+HAeeughiouLmTp1KgCXXXYZ7du3D+bt3nvvvdxxxx289NJLdOnSJZibm5KSQkpKSp37LoSom1Wf7OKFGcv49Yf9KMOf22v5NEkZTk6f0ZdjLujE4sc3hKQmaMCIc6kGL5BQuW+kPQNnsIAzHxhIzrTuuFNrB9dCCHG4k+DWpoZKS4jHhRdeyJ49e7jjjjvYtWsXgwYN4v333w9OMtuyZQuGUTX4PnfuXCoqKvjNb34TcpxZs2Yxe/bsevReCFHdrz/s56N/rmfpa1soK/KQlJHAiAs7M/bannTolw7Ad29v4x/nfRasoautqhHZknwP82f9yNDT2mP5Qr/4Vh+5jZV7W7m2QrD+rZPwAW71wLZV12RG/b43hlRAEEI0U1LnFnt1bi/gKZyq7nVuPbqEV5kWV51bIUTTorXmzbtW8trsnzAcKmTE1XD4R2UnPTCEUZd15fpOb/rTD2JcYUf+pjPL52+rtd0kdnBbM6/MX1osdJlejT+o1YDDqfjjsnG07Z8RvVNCCHEYk5xbmxpjhTIhRNPy4Zx1vDb7JzQan9dCV/ufz2uBhv/ctIxnr/8WT3nswFYp2Lw6n8ueHEZKi4SQ56KtQKYIf/HWhNbk9lT+16rc6doPRktgK4Ro9iS4tUk3wP+EEIevilIvr/x5RdTf5cBzS1/fgrbxjVZr2LaqgO6jWvHAjrOZ9vII2vRJrXG8QIpCVVBrJ6GgZi8752TR88TssG2FEKI5keDWJp+q/0MIcfj68LF1lB3wxmyn0bVq18ZSlFeOI8Ek56LO/GXVaUz51zGYTlV5x0cFA1s7l5FIbZIyEyI8I4QQzYtMKLPJn1pQ99FXSUsQ4vBUdsDD63/5iXceXH3QzuFOqboUG4Zi1JXdKS/0MH+Gf6RYoYL/jSbSaIUyoPsJrRuwx0II0XTJyK1NknMrxJGnpKCC2Sd8xDt/X01cU2+VP5/Wjsx2iXQ6OqPW9tG/7UmbPmmVga3/oNG6EG1kVxmKEVd0tdchIYQ4zElwa1Ng+d36PIQQh5d/Tf+GrT/l28qfDaHtLaqgDBj3214YZu1LsdNlMnPpKaS3cwcOGfLf6gyiX8xPnXUUqa1lGW4hxJFBglubLHS9H0KIw8febSV8Pf/XWnVo7TAcigvuGhi9janoOjiLU3/fJ2KbxDQnf914BoPObQ+AVtVKeyn/f/uf3pakDGet0WLD9P9lwv/1Y/yf+8X9GoQQ4nAlObc2+ZTGqM8KZXaHcoQQTcJXL2+maomE+HQekMk5f+pPYqqTV/60gvISL4ap0JZGGf76uEPOaM+1zx+HKyn6ZdjpNpn++kj2bDrAF09tYsfKfFCKDgMyOP6qbrTskkz5AQ/fvbSFr5/7hYLtpSQkOzjqtLaMvLYHrbrL6oRCiCOLBLe21becl0S2QhxO9m0vwTAVPiv+390L/uoftZ1wQ2/GTO3Gly9tZt2SPLwVPlp3SWH01O606ZEa4yihWnVL4Zy7B4R9zpXi5Piru3P81d3j7qsQQjQ3Etza1BjL7wohGk+C2yTeL6XKgFZdUhgwrm1wmzvFyclX9+Tkq3s2cA+FEEKEIzm3NsmEMiGOLEed1Aafx/7vrTL8AfHv54/CMKSwtRBCNBYJbm2ylK73Qwhx+Og/tg2tuiTbLunVbVgL7vxqPF0HZx3cjgkhhIhKglubZORWiCOLYSiuejwn5tJgSsGVc4fz168n0HlA5iHrnxBCiPAkuLVJSoEJceQZMK4tN781GneyI6TUVuC/iWlO/vi/MYy9RvJphRCiqZAJZTbVN0CV4FaIw9OQMzowd+d5fPnSZpa+9isH9laQ2tLFsed3YsRFXfyBrxBCiCZDrso2+dAxFr+Mvb8Q4vDkTnZw8rQenDytR2N3RQghRAwS3Nqk6zlyW78auUIIIYQQwg4Jbm2ylEbVo+KBpCUIIYQQQhx8Etza5K3nCmWSliCEEEIIcfBJcGuTrmdwK2kJQgghhBAHnwS3Nnkr6yXUlU8W4BVCCCGEOOgkuLXJqme1BMm5FUIIIYQ4+CS4tcmCega3QgghhBDiYJPg1iaf0mipliCEEEII0aRJcGuTPziV4FYIIYQQoikzGrsDDeGdd94hJyeHxMREMjMzmThxYoOfw4NV74cQQgghhDi4Dvvg9vXXX2fy5MlMnTqVH374gS+//JJLLrmkwc9jVa5QVp9HXTz22GN06dIFt9tNTk4O33zzTdT28+fPp0+fPrjdbo4++mjefffdOp1XCCGEEOJwdFgHt16vlxtvvJH777+f6dOn06tXL/r168cFF1zQ4OfyKavej3jNmzePGTNmMGvWLJYtW8bAgQMZP348u3fvDtv+q6++4uKLL+bKK69k+fLlTJw4kYkTJ7Jy5cr6vnwhhBBCiMPCYR3cLlu2jO3bt2MYBoMHD6Zt27aceuqpMYO58vJyCgsLQx6xeLCoqMejLmkJf//735k2bRpTp06lX79+PP744yQlJfHMM8+Ebf/www8zYcIE/vjHP9K3b1/uuusuhgwZwpw5c+I+txBCCCHE4eiwDm43bdoEwOzZs7n99ttZsGABmZmZjBkzhn379kXc7+677yY9PT346NixY8xzeVUZXkrr/lBlALWC6vLy8rDnq6io4Pvvv2fs2LHBbYZhMHbsWJYsWRJ2nyVLloS0Bxg/fnzE9kIIIYQQzU2TrJYwc+ZM7r333qhtVq9ejWX5R0P//Oc/c9555wHw7LPP0qFDB+bPn88111wTdt/bbruNGTNmBP9eWFgYMcBNSEigTZs27Np1T11eSoiUlJRa55k1axazZ8+u1TYvLw+fz0d2dnbI9uzsbNasWRP2+Lt27QrbfteuXfXruBBCCCHEYaJJBrc33XQTl19+edQ23bp1Y+fOnQD069cvuN3lctGtWze2bNkScV+Xy4XL5bLVF7fbzS+//EJFRYWt9tForVFK1eqLEEIIIYRoGE0yuG3VqhWtWrWK2W7o0KG4XC7Wrl3LyJEjAfB4PGzevJnOnTs3WH/cbjdut7vBjmdHy5YtMU2T3NzckO25ubm0adMm7D5t2rSJq70QQgghRHNzWOfcpqWlMX36dGbNmsWHH37I2rVrufbaawE4//zzG7l39ZOQkMDQoUNZuHBhcJtlWSxcuJARI0aE3WfEiBEh7QE++uijiO2FEEIIIZqbJjlyG4/7778fh8PB5MmTKS0tJScnh0WLFpGZmdnYXau3GTNmMGXKFIYNG8bw4cN56KGHKC4uZurUqQBcdtlltG/fnrvvvhuAG2+8kdGjR/Pggw9y+umn88orr/Ddd9/x5JNPNubLEEIIIYQ4ZJTW+ohfF7awsJD09HQKCgpIS0tr7O6EmDNnDvfffz+7du1i0KBBPPLII+Tk5AAwZswYunTpwnPPPRdsP3/+fG6//XY2b95Mz549ue+++zjttNMaqfdCCCGEEIeWBLdAQUEBGRkZbN26tckFt0IIIYQQokpqamqtCfrVHfZpCQ2hqKgIwFa9WyGEEEII0Xhi3WmXkVv8E7V27NgR85vAkS5QD1hGuAXI+0GEkveDqE7eD6K6hn4/yMitDYZh0KFDh8buxmEjLS1NLlYiSN4Pojp5P4jq5P0gqjtU74fDuhSYEEIIIYQQ1UlwK4QQQgghmg0JboVtLpeLWbNmyZLBApD3gwgl7wdRnbwfRHWH+v0gE8qEEEIIIUSzISO3QgghhBCi2ZDgVgghhBBCNBsS3AohhBBCiGZDglshhBBCCNFsSHAr6uydd94hJyeHxMREMjMzmThxYmN3STSy8vJyBg0ahFKKFStWNHZ3RCPYvHkzV155JV27diUxMZHu3bsza9YsKioqGrtr4hB67LHH6NKlC263m5ycHL755pvG7pJoBHfffTfHHHMMqamptG7dmokTJ7J27dqDfl4JbkWdvP7660yePJmpU6fyww8/8OWXX3LJJZc0drdEI7vlllto165dY3dDNKI1a9ZgWRZPPPEEq1at4h//+AePP/44f/rTnxq7a+IQmTdvHjNmzGDWrFksW7aMgQMHMn78eHbv3t3YXROH2Keffsp1113H119/zUcffYTH42HcuHEUFxcf1PNKKTARN6/XS5cuXbjzzju58sorG7s7ool47733mDFjBq+//jpHHXUUy5cvZ9CgQY3dLdEE3H///cydO5dNmzY1dlfEIZCTk8MxxxzDnDlzALAsi44dO3LDDTcwc+bMRu6daEx79uyhdevWfPrpp5xwwgkH7TwycivitmzZMrZv345hGAwePJi2bdty6qmnsnLlysbummgkubm5TJs2jRdeeIGkpKTG7o5oYgoKCsjKymrsbohDoKKigu+//56xY8cGtxmGwdixY1myZEkj9kw0BQUFBQAH/Xogwa2IW2D0Zfbs2dx+++0sWLCAzMxMxowZw759+xq5d+JQ01pz+eWXM336dIYNG9bY3RFNzIYNG3j00Ue55pprGrsr4hDIy8vD5/ORnZ0dsj07O5tdu3Y1Uq9EU2BZFr///e85/vjj6d+//0E9lwS3ImjmzJkopaI+Avl0AH/+858577zzGDp0KM8++yxKKebPn9/Ir0I0FLvvh0cffZSioiJuu+22xu6yOIjsvh+q2759OxMmTOD8889n2rRpjdRzIURTcN1117Fy5UpeeeWVg34ux0E/gzhs3HTTTVx++eVR23Tr1o2dO3cC0K9fv+B2l8tFt27d2LJly8HsojiE7L4fFi1axJIlS2qtGT5s2DAuvfRSnn/++YPYS3Go2H0/BOzYsYMTTzyR4447jieffPIg9040FS1btsQ0TXJzc0O25+bm0qZNm0bqlWhs119/PQsWLOCzzz6jQ4cOB/18EtyKoFatWtGqVauY7YYOHYrL5WLt2rWMHDkSAI/Hw+bNm+ncufPB7qY4ROy+Hx555BH++te/Bv++Y8cOxo8fz7x588jJyTmYXRSHkN33A/hHbE888cTgXR3DkJuER4qEhASGDh3KwoULg+UhLcti4cKFXH/99Y3bOXHIaa254YYbePPNN1m8eDFdu3Y9JOeV4FbELS0tjenTpzNr1iw6duxI586duf/++wE4//zzG7l34lDr1KlTyN9TUlIA6N69+yH5hi6alu3btzNmzBg6d+7MAw88wJ49e4LPycjdkWHGjBlMmTKFYcOGMXz4cB566CGKi4uZOnVqY3dNHGLXXXcdL730Ev/9739JTU0N5l2np6eTmJh40M4rwa2ok/vvvx+Hw8HkyZMpLS0lJyeHRYsWkZmZ2dhdE0I0oo8++ogNGzawYcOGWl9upPLkkeHCCy9kz5493HHHHezatYtBgwbx/vvv15pkJpq/uXPnAjBmzJiQ7c8++2zMNKf6kDq3QgghhBCi2ZBEKCGEEEII0WxIcCuEEEIIIZoNCW6FEEIIIUSzIcGtEEIIIYRoNiS4FUIIIYQQzYYEt0IIIYQQotmQ4FYIIYQQQjQbEtwKIUQ9bN68GaUUSqmo7S6//HKUUsyePTvsdqUU11xzTcT9y8vLycrKCrZdvHhx1LaZmZkopTjppJOi9mv27NnBYwYeLpeLbt26MW3aNDZs2BB1/+p8Ph+vvvoqN998MyeccALJyckopQ5qsXYhhKhJVigTQogmYv78+Tz66KMkJCTUeu6dd95h//79to6zYMEC8vPzAfj000/Ztm1bzKWQBw4cyKBBgwDIz89n6dKl/Otf/+KVV15h0aJFHHPMMTHPW1RUxIUXXmirj0IIcbDIyK0QQjQBgwcPZv/+/bz77rthn//Pf/6DaZoMHDgw5rFeeOEFANq2bYtlWbz44osx95k4cSLPPfcczz33HG+99Rbr16/n9NNP58CBA1x77bW2XoPT6WTy5Mk8/PDDfPXVVzz77LO29hNCiIYkwa0QQjQBF198MYZhhA1E8/Pzeffddzn55JNp06ZN1OPs27ePd999l8TERJ566imgKtiNR0pKCv/85z8B+P7779m2bVvMfZKTk/n3v//N7373O0aMGIHb7Y77vEIIUV8S3AohRBPQtm1bTjrpJBYsWEBBQUHIc6+++irl5eVMmjQp5nHmzZuHx+PhrLPO4rTTTqNLly6sWrWK5cuXx92nTp06kZWVBcDWrVvj3l8IIRqDBLdCCNFEXHrppZSVlfH666+HbH/xxRdJSkrinHPOiXmMwCjtpEmTUEpxySWXAP60hnhZlkVxcTEALpcr7v2FEKIxSHArhBBNxHnnnUdiYmJIILplyxY+//xzzj77bFJSUqLuv2HDBpYsWULLli2ZMGECQHC096WXXsLn88XVn48++ojy8nKcTid9+vSJ89UIIUTjkOBWCCGaiNTUVM4880w+/fRTtm/fDvhHbbXWtlISAkHxhRdeiMPhL4bTt29fhgwZwq5du/j4449t9SM/P58333yTqVOnAjBlyhSSkpLq8pKEEOKQk+BWCCGakEmTJmFZFi+99BLgD25bt27NuHHjYu4bmIw2efLkkO2Bv0ebWHbnnXcG69xmZmZy7rnnsnPnTiZMmMBDDz1Ux1cjhBCHntS5FUKIeoi1eEOA1tpW+wkTJtCiRQtefPFFxo4dy6pVq7jhhhuCI7GRLFmyhA0bNtCzZ09ycnJCnrv44ou5+eabeeuttyguLiY5ObnW/tXr3LpcLtq1a8fJJ5/MyJEjbb0+IYRoKiS4FUKIeqh+u76kpCTi7fuSkhKAsIFldU6nkwsuuIC5c+fypz/9CcBWSkJgVDY/Pz9sQOp0OikuLuaNN96oNbIL/jq3NVdPE0KIw5EEt0IIUQ9ZWVkkJiZSWlrKpk2b6N+/f9h2mzZtAoi5Uhj4g9m5c+fy/vvv06tXL4YPHx61vcfj4dVXXwVgz5497NmzJ2LbF154IWxwK4QQzYXk3AohRD2Ypsnxxx8P+JfIDWfr1q2sWLECwzCCbaM57rjjGDhwIC1atOCKK66I2f7dd99l7969DBs2DK112EcgHWHhwoXs3LkzvhcphBCHEQluhRCinm688UYA7rnnHpYuXRryXEFBAVdccQWWZXHuuefSsWNHW8dcsWIFeXl53HrrrTHbBlISLr744ohtkpKSOOuss0ImqwkhRHMkaQlCCFFPZ5xxBrfccgv33Xcfxx13HDk5OXTt2pWCggK++OILCgoK6N+/f3A524aUn5/PggULMAyDCy+8MGrbiy++mJdffpkXXniBm266qcH7AvDb3/6WZcuWAbB3717AP6J97LHHBtt8/fXXB+XcQggBEtwKIUSDuPfeeznxxBN5/PHHWbp0Kd9++y1JSUn06dOH8847j+uuuy7mZLK6CCzNO3r0aNq3bx+17fjx48nMzOSHH37gp59+4uijj27w/vz888+1Rq/z8vLIy8tr8HMJIUQ4Sgfq0wghhBBCCHGYk5xbIYQQQgjRbEhwK4QQQgghmg0JboUQQgghRLMhwa0QQgghhGg2JLgVQgghhBDNhgS3QgghhBCi2ZDgVgghhBBCNBsS3AohhBBCiGZDglshhBBCCNFsSHArhBBCCCGaDQluhRBCCCFEsyHBrRBCCCGEaDYkuBVCCCGEEM3G/wcXcZevWlaAGgAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "scatter=ax.scatter(adata.obsm['X_umap'][:,0], adata.obsm['X_umap'][:,1], \n", " c=pseudotime.loc[adata.obs_names]['pseudotime'], cmap='plasma',\n", " s=60)\n", "ax.figure.set_size_inches(8,8)\n", "ax.set_xlabel('UMAP 1', fontsize=15)\n", "ax.set_ylabel('UMAP 2', fontsize=15)\n", "# cbaxes = inset_axes(ax, width=\"3%\", height=\"30%\", loc='lower right') \n", "# plt.colorbar(scatter, cax=cbaxes, orientation='vertical')\n", "ax.spines['right'].set_visible(False)\n", "ax.spines['top'].set_visible(False)\n", "cbaxes = inset_axes(ax, width=\"3%\", height=\"30%\", loc='lower left') \n", "plt.colorbar(scatter, cax=cbaxes, orientation='vertical')\n", "ax.spines['right'].set_visible(False)\n", "ax.spines['top'].set_visible(False)" ] }, { "cell_type": "code", "execution_count": 44, "id": "30d09904-7065-4616-9dff-cb7d5fda7f72", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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bUHR9WpImEFVh847P/LYUZT+gNW3RV/LQVGVQtW8oigJeGDI1E2NVe475bSnyTjR1TgjB2q48j63p4aUt/RQcnyAQFByfFzb3sXxDbzTgIhQ1sd+YNGnL2OiqQhiCH4S4YSTIwlCgKtENQKniTy66Qc2yUF1lIKKq50QL0VBUr6GoVI+jm4pqU5+uKbVj+mEYXf9AVERzlK+8J1MoJoqoUbFiIxlgldErojasNDNaukrR9YHIU15FVcANQjb0FNjSX8ILouZGEQr6Ci7deYec4yGIviNeKMjEDDIxg029RV7tyO3Fs5XsLJNSID/99NMcc8wxHHPMMQBcddVVHHPMMVx77bUAbN26tSaWAWbNmsVdd93Ffffdx1FHHcV3vvMd/vu//3vcGcgSiUQi2TFDkx+G+neryQ9p22TZmh6681FS0EA7g6EpxAwVVVVQgaLrR0kESjRtDoVahVlVIgEdhIJypfzZnXfJxAwOak1h61old5jINzsGZT/E0lRa0hYlL2BeW4p0zKAn77Kuu8DK9iyaotCStqmLm6Rsg7q4ScIyiJk6a7sLPLGuZ5DYb01bg4SoriioilJpwFNQlShxoio2bU1BozJoQxlLzu8+2/3JAn+A99nUIjFf9gLCUNTW4AVhTVi/HirHEFlFlMpAFSGicnjVtROdh8AyNEIBrh+SsAwyse0CuSfv4PghphZVixWin6Ee7RgFyJY88o5f2y5tG+ha9P1d1S4F8v7MpLRYnHHGGYwV73zzzTeP+Jm///3ve3BVEolE8sZmV5MfBtoZ2tI2HVkHWw/xA0HOjWK6dE0FPZocF+lJEaVCaCptmRhb+8uk7AJ+GHLmIa00JS3mt6XY0FOgOWmxua9M2Q+wdHVQJXlgM9xhB9ZhaNHQjqakxUlzGvnzc1tY05Unaeq1R++wvVLteAGHT02TjkWiv2pJqKEo2IZai54IEYShQogYJIA1JfL9qpV/24QQaCqIingeacrcWIwn6UKtCPFQROOh9Yp1oOBE3udQiV43Na1SJd2+z/Hsf18jKsNUBFE1XlEq3uPKgBRDVbB1hYLro6vQnDIHxMH59BRc2tI2tqGxqt3HDwN0pXKHRvSdFH5AX9ElZRlMq49hGRpFL5rcN9CXLtn/mJQVZIlEIpHsf+xK8gMwyM7QmomRsnWSViTKon/EBH4YoqBUPLmRvUEIQVPCoCFusKW/TEe2zJmHtHLCrEaAWhX4gIY46ZhOGApyZS+qSvsBBdcnW/Zw/ZC2TIwjD6ir2TMATpjVyKymBCU3pOBFQihb9ugtunRky4RCML8txazmJE1Jk/6SR7bidwYioW+ozGpKRlVIVcHUtFoiRDWBuC6mETc1QhHZS5K2QcLUiZs6mqagVvT1ziZYDEVTIKYrWFoUcWcZKrqq1KrZmqpQ8qJKsVK5zgqRgK7tt/JLBcjYOk0Jg1Gs3fuE2phrtotiU43GUIdhVDmunltY2aYhYTCzMUF6wA1QR7YMQHPKoilp0Za2EAJ8IQiCyOLj+mH0+xASVnRTVbUE1cVMYsZ+dGEkw5ACeZLy4IMP8q53vYtp06Zhmib19fUcfPDBvPvd7+YHP/gB/f39+3qJEiIhcMYZZ+zrZewRSqUS1157LfPmzcO2baZOncrll1/O5s2bd2l/XV1dfPazn+Xggw8mFovR0NDAggUL+NznPjfi9meccUal0Wbk/8Y7JVMycexq8sNAO0PS0pndlMA2ooQAS1cxdQ29Es9VfS1u6cxoiHNQW5p03GR+a4q5LUkWztk+LrhaBbZ0lZSt05K2mFoXVfk0JfKe1sdNmlMWxx5Yh+OLmj0DooqupqocO6Oew6akSdo6uqqQsnUOm5pm4Zwm5rSkKgNIItEvEDWx395fxtY1ptXHmdOSJGFpmLpKwlLJ2AaaFk17S5hGlKSgqjTETWY0JJjWEKc5ZZGyDQw9+lxcV0hbKtVLPJpo1oj+8Vcqv47pCmlLx6ikL6RjBrauEjN0FCVqfgzCSnU+jKb2VUW8VhHQQoDrRz8vXYWYoTCtzqYhaRG3jDHFxu4KkaHnOPD3KlTsN2AMuZHQlMhmkbB0krZOOhbZYmxDQ1EVWpImbz64hTMObqExabF+W5FV7f28uKWfrX3lyrY6iqJwYGOC+ng0Bhwl8mPrmkJdzKQhYdS+A/myj62rmIZau9Eaie68w7LV3dz0yDp+uHQ1Nz2yjmWru2u2I8meZ1JaLN7ofO1rX+Nf//VfATjkkEM44YQTMAyDl19+mVtvvZU//OEPHHfccZx44on7eKWSyUq5XOYtb3kLjz/+OFOmTOG8885j/fr1/OIXv+DOO+/k8ccfZ/bs2ePe3/LlyznrrLPo6enhsMMO47zzziObzfLSSy9xww038O1vf3vUz77rXe8imUwOe33atGm7dG6SXWek5IfRqCZNwHYhe//KDgQwsylKhGjPliuZvdEENE2DlKHRlrE5fGodh05N16rVHdnyiLmz1Wry757exKr2LElLpyllRk1+XkDM1JjVlCBlG2Qr44IHJg+U/YBMzKAlbTOnZWzriKGppGORWOrJu3hhWIuqm5qJYWoq3Xm34ueNcog1JRKmilBImlEah0BgqCqGpZK0dPKOT1fOwfEDmpM2WsklX/ZrlV6IotqqglZUsuCimLYoIq8ajXdgY5LeoosfhLSmbbwwZHNvqSbMTE0lYemRpUWAF0QNeqLin/YrVX1NU9lW9EhZGqoClhElcQShqKVnKEQCFYCQXc5NHloNH5roYahRlTsIK+eqKgghMPRoTX7UW4ehK6RjBvVxk1PnNuIGglc7c7zamaPoRjabkhsQMzSCioWmO1+mMWlh6RrT6+Osas+hqjAlY2No26fz+SJ6OlH2A6akbdrSdu1GayC7kvIi2TNIgTzJWL58OV/5ylcwDIPf/e53nH/++YPeb29v55e//CV1dXX7ZH2SNwbf+MY3ePzxx1m4cCFLliypCdTvfve7fOYzn+Hyyy9n6dKl49pXV1cXZ599NqVSidtvv513vvOdg95/8sknx/z89ddfz8yZM3flNCQTzPy2FPe+2I4Q9pg2i6p/99SDmmqvVYXssjU9rO7Mk7QiUVoVlLah0pK2OWxKmtaMTdIyBu1zoOAeiKoqUaW3Ockdz27moVe76Ct6JEyNqXU26ZiBH0bRZQPtGVV2VvQ3pyLv8/0rO3C8sOZJUBSF5pRNytLpyJXpK3oVPzRkYkbUMKZrlaEiYS2vWUEhZRn0FV3CMBLMjhcQmpCO6Ri6hgK0V0ZDqwp4QiDCqIIaCtBRCAJBfdxgal2MmKmRsnVOqgw2eXR1N0+t68ENBbpCbTgLCmiqTtV54FXynIPKFL4gFBTdEMcPURUFy1SJmRr9JQ/Xq47MVqPqswhRakNQdh6VkQV2tQFPBYLqTYECCVtHUypZ0gjq4yaWrhE3VKbWxTh+diP9JY+13dF3rSFhkrZ1co5PQ8JiW8Gh4ARs7Y+sFo1Ji1TMoD5pUHQC+ks+MTPKgy66PqoKQRgyJW2TihmcNKdxxIi3aspLxjaZ15oa9OdECJuevMv9K6O5DdXBM5I9gxTIk4xbb70VIQTvec97holjiIaifPazn937C5O8YXBdlx/84AcA3HjjjYOqt1dddRW33HILDz30EMuXL+fYY4/d4f7+9V//le7ubm688cZh4hjg+OOPn7jFS/Yo89pSPLa2h568S1Nq9PzXgUkTVapC9qDWFK92RANGZjTECULBkdMyI4riKiMJ7qG0pG2uOG0O5y84oLb/khdVC+e3pTiodfgAExif6M87Hu39ZZ7f1M/slgRhKGhL22zpK7O2u1ARmlE10/EC6uImCw6sZ3Nvib9v6iNuaeSdgIZElKDQXvG/VhsKQxENQmlJmbSmbWKGhhdEorSv5JGwdNIxnb6iX8lajpIowspjf01T0RWFKRm75pE9KL39z21f0aUlbdOVK1N0QzQ1rHmTB56jH4YVK0M0xMXUNYQQxAwdPwwpugF6xZoRhNHr0+pi9Jc8tvaXRv3ZjIfqgJSh4lpTohQQTYXI8qtUbBaRFcc2NWKmxmFTMggEm3qLdOcdfvrwWspegKVrzGlO0JqJETc11nXlWdtdqHmMTU1h47YiJS8gbRuceUgrJTfgpa05eosuSmUU+PT6OM2VynG1AjyUoSkvQ6mmvAiiG8XRvpOSiUF6kCcZXV1dADQ3N4/7M+vXr695YbPZLP/v//0/pk+fjm3bHHLIIdxwww2E4cgPv1577TU++clPMmfOHGzbpqGhgXe84x0sW7ZsxO3vuusuLr/8cg455BDS6TSJRIKjjjqKf/u3f8Nxhnurhq7tqquuYtasWRiGwac+9alB7xcKBa666iqmT59OLBZjwYIF/PnPf67t6/e//z0nnHACiUSC1tZW/uVf/oVSaeS/lHdmnQPXUCqVuPrqq5kxYwaWZTF37lz+/d//fcxUlaG88MILfOADH2D27NnYtk1zczNHH300n/rUp9i6deu49zOQ9vZ2LrvsMqZMmYKu62QyGS644AI2bNiwS/sbi0cffZT+/n7mzJlTi1ocyEUXXQQw6GczGqVSiV/+8pckEgkuu+yyCV+rZO9StUr0l126cs6wPxdCCLpyDtmyO2qFrSlpsXBOE5edPIvPnT2fE2c3komZo4pjGFlwj7XG6v4/fsZcLjt5FgvnNI0qRAb6o4cyMB/5mQ29CCBjG2wreLzWW6I+btCUMFFgRO/ywVPS2IZGb8GtRYQ1pSza0jZCCHJln6IbpSkA6HqUDX3kARkWzKiP8opFJHgbEhZJS8PUFRQESiW/ORPTqIuZZOIGmXg0uCRmaLSkrdo5FN2AeS1JjjmwDlNXcPyAvOtTcqPjZ0suJTfAMjRiuoqhK/h+FJkWVpreLENDU5UozzmMEi9MTaE9W6IrV46GjjBxyRe6uj0tRBBVyuOmQUPCoi4WTb6ri0eNcrYeNXz25B26cg7rugu0Z8sU3ai6/OKWLI+t6WZdV55ZzUmOPKCOKRkbLwjpd3xyZR9NUTjygDrmNKc4fFod/3BEG287pJWZjUlmNMU5aW4TFx4zjUtOmjnIBz+QgRnZY1Ft+JQ5ynsWWUGeZEyfPh2AP/7xj3zxi1+kpaVl3J91HIe3vOUtrFmzhre85S24rssDDzzAVVddxXPPPTcsHu+xxx7jnHPOobe3l4MPPphzzjmHrq4u7r33Xu655x5+9atf8d73vnfQZz784Q9TKpU4/PDDOfLII+nv7+fJJ5/ky1/+Mg888ABLlixB04Z39pZKJU4//XQ2bNjA6aefzoIFC6ivr6+977oub33rW1m3bh2nnXYa3d3dPPzww1xwwQXcc889PP/883z+85/n9NNP56yzzuLhhx/m+9//Pj09PfzqV78adrxdWafruixatIiXXnqpJtgfeughrr76anK5HN/4xjd2+DNYvnw5p5xyCuVymSOPPJLzzjuPYrHI2rVr+c///E/OP/98pkzZufGk9913H+95z3soFoucfvrp1NfX89BDD/GnP/2JFStWsGLFChKJxE7tcyyee+45ABYsWDDi+9XXV6xYscN9Pf300+RyOU455RRisRh/+ctfuO+++yiXy8ybN4/3vOc9TJ06dcx9/PznP6enpwdVVZk3bx7nn38+Bx544E6elWSiGGiVeKUjSrXQNQUvCMk7PpmYMaKVYSSGepObkuaQR9KC7rw7ond4ohhrDeu6C7y0tR8RRo1g89tSzGxKVtYWPS7vLbqAwvy29LD1t6QsZjTEeWFzPylLx9CjrN3mVGT96Cu6bO0r4wUhUzI2h7RlOGxahqSlRx5mYPmGXtqzZWxDw9JVPCeqLCdjBqauEgroLbokLI3VnXlMTeXoA+tqNxzdeZekrZOJm8yvS5MrB2RLLrmyX2miVDA1BdvQaEpZZEseubKHbUR+6YIbIITAIpq+l3d81Iq3uuD6tZi13Y2Fq+5DpTIKW1GicdiKQljJwDbUKK8YTaHkB5R8HyEgE7PoyTts7S+jKQqaHlWZ6+MmdXGzloqycmuWLX0lyn5I2QuZmrHZVowq5+3ZMis29TGnOcmspgQJUydlh8xpSXDmIa0snNNUG69+R/uWEcer70rKi7RZ7DkUsTOlLcmoZLNZMpkM/f39pNPpfbaOtWvXcvjhh1MqlUilUlx44YWccsopHHvssRx55JEjis/169cza9YsAI488kgeeOABmpqiP3Rr1qzhtNNOY8uWLdx2220120Y2m2X+/Pl0dnZyyy238P73v7+2v6effppFixbheR5r164dVM2+/fbbWbRoEbFYrPZaLpfj4osv5s477+SWW24ZNOVw4NqqI8EH+qcHvv+Wt7yFO+64oyb2br75Zi677DLmzp1LT08PS5Ys4bjjjgNgy5YtHHPMMXR2drJmzZphDWM7s86Bazj99NO54447at+Bp59+mhNPPBHLsujo6BixWWwgl1xyCf/zP//D9ddfz2c+85lB761atYpMJrNTAnn58uWcfPLJTJ8+nbvvvpuDDjoIiH5+J554IitXruRnP/sZV1xxBRAlPzz00EPj3j/AL37xCy699NLa76+66ipuuOEGPv3pT/Pd73532PbPPfccRx99NAsWLGD58uVj7vsnP/kJV155JRdeeCFBEHD77bcPej8Wi/Hzn/+c973vfcM+O9q5GIbB4sWLWbx48TjPULIn6M47O2VlGI2RmpqGCu493dQ00hrcIOCZjb2RtzdhMrspwazmZG0yXZXObJn1PQWakhZeEA5bf9rS6Su6rOrIkXMCkqaGrql4QUjBDUjbOmcd2sq8thQPrOwc5lvNlj2e29jLq515ykFIGAgKjoepa5UJeGAbKjFDxdCiOLnWjM2cSmNizvFoS9ts6i0xrzVVG4pi6xpJW0dBYU1XDseLfODbCh6aGolLXVPYlnfoKXqRMCWyJYQI7Ip4VlWVIAhxdzT3ehwoRB5r29DwK5NNVEWhXElDqY8bKAr4YTQyXFGgLmYwsylBVy4a9+0HIV4gaEpFo8BTA6LdNvTk6cq7zG5KUB+PqrzdeYfNfSX8UDA1EzU1HlifiCryle/em2Y08NSGbcMa77xAkHO82nbPbOzF8wUtaXuH59qRLWMZKh8/Y+5uXzfJyMgK8iRj9uzZ/PnPf+ayyy7jtdde45ZbbuGWW24BoK6ujve9730sXrx4VJF1/fXX18QxwJw5c1i8eDEf+9jH+MEPflATyDfddBNbt27lM5/5zCBxDHDcccexePFirrrqKn75y18OGtl93nnnDTtmKpXihhtu4M477+T2228fJJAH8l//9V+jNheqqsqPfvSjQZXQD33oQ3zuc59j9erVXHPNNTVxDDB16lTe//73c8MNN/Dwww8PE8i7sk5VVfnJT34y6AbpuOOO4+1vfzt33nknTz/99A4j3aoWmTPPPHPYe/Pnzx/zs0MJw5CPfexj+L7Pb37zm5o4Bkin03zwgx/kS1/6EsuWLasJ5LPPPnunG9rmzh38F3Q+nwcgHo+PuH31Z5TL7fjxYG9vLwB33HEHmqZx44038u53v5tiscgPfvADrr/+ei655BIOOeQQjj766EGfPe2007jiiis46aSTmDJlCq+99hp/+MMf+MY3vsG1115LOp3m//2//7dT5yqZOJqSVs3OsDuM5E0ueQF1cYNTD2raKz7NkdawamsWVVE4akYdbZkYSWvkf26bUxbbii7HzawnEzNGXf8rHTkefrmTpzf0UnQD6uMGx82o57SDW5jXmqI77/DU+t5h/u60bXDqvBaOmdFAR3+JNV0FtvSVKt5gC5Qo21hXFeoTJpahUij5LFvbw/y2NO857gDmtCT538c20JN3mVVJEFnTlaczW8bSNQpugOuF9BYd3EDQmDApupXGRVUhZmrETZ2mpBV5jUUkZAtOgB+EBBMgjqFShRbVxI7t0/0gqjCX/agpUlNVQkAEUfPl+p4ifhDSkrLIlQOakxb1cRN/wLocL6DgBCBEJStZqfz87KgKLkKaUja9RZdtRYe3H9HG7OYk3TmHr975Iiu35khYOnOaE2Tieq1CP7DxzvVD0vbY9ooqozWdSiYOKZAnIW9961tZvXo1d911F0uWLOHJJ59kxYoV9PX18aMf/Yg//vGPPPzwwxx88MGDPtfQ0MDb3va2Yft73/vex8c+9jGWLVtGGIaoqsqSJUsAuPDCC0dcw6mnngqMnDDw6quvcvfdd7N69WoKhQJhGNa8iK+++uqI+5syZcoggTuUmTNnMm/evEGvqarKjBkz6O7uZtGiRcM+UxXFo/l6d3adM2bMGHZNgdq6xuMfPvbYY/nLX/7CJz7xCb7xjW9wyimnoOu79sf0kUce4amnnuIf//EfR2yGqwrmYrFYe+3qq6/epWPtKared9/3+eY3v8nHP/7x2nvf/va32bBhA7///e/59re/Pcwq87WvfW3Q7+fNm8eXvvQljjvuOM466yy+8pWv8E//9E+DnhJIXr9MlOCeqDXc9Mg6mpI20+rH/n5VH5dv7S9z9uFTRl3/vNYU81pTXDHGsceymyRMjXTMZGpdQH3CZFZjoiak845PR3+JjpwTNftlbKbrKnVxoybQB+57VlOClrRFZ9Zha38J1wvoL3kIwNZV3EDgBwGBEOiqgqkquH7ItrxDoeSiaVFMWtzSCcKQfDAxE+WqKR0Cga5GLVaOH9ZeVxCEAvzK3+WGpuJ6Idmygx9G1WBD1WhMmBiqQl/RJRM3UFDoL3v4ocA2NLJln+ZU9ZjR/w6fVsfs5iRCCFa1Z9m0rcjT63t5tTPH2q5C5dpodOXKNCRM5relmdWUGNR4t767gOOXmVq38ykvkolHCuRJimmaXHDBBVxwwQUA9PX18Zvf/IYvfelLdHZ28slPfpL77rtv0GdmzJgx4r4ymQx1dXX09fXR29tLY2Mj69evB+Dkk08ecx3d3d21Xwsh+OxnP8sNN9wwatPaaFXFHXlGR8u0rVoaRnq/+t7QprtdXecBBxww4rapVGrE44zE5z73OR555BGWLl3Km9/8ZpLJJAsXLuScc87h0ksvJZPJ7HAfVapNcCOlmQBs27YNiJJNJpLqdR0ovAdSKBSA7ddlPPsCRmzSu+yyy/j973+/U7aQRYsWcdxxx/H000/zxBNPTNpBLZJ9y64ORdkdxuPvntWU4LXe0qBGsKSlk2xJDcpxFkIMGvc90r4Tlo6uqpWBKdHI7IxdGbShKJVEjBDH87FUlc39JTw/pDGhR82DQYgXhBM2l1pVQWX7qOjq0HBVAUtTCAWEQkSDTyoZziUlIAijw/shKARs7S9R8gJcP9p2ekOCbMmLkjtUhWBA03q1qTFhaazpzNGeLbOmM8+SF9ujKnQYEoSClK0jBJTcgM1uid5iNCymes2bkiab+oq4frhLKS+SiUcK5DcIdXV1XHnllUydOpXzzjuPBx98kGKxOOpj8B1RrexddNFFYzZ4DbQF/Pa3v+W73/0u06dP54YbbmDhwoU0NzdjGAau62JZ1qiC1LbH9mSp6tiBLDt6fyC7us6dOcZopNNp/vrXv/Loo4/y5z//maVLl/LXv/6V++67j+uuu46//e1vg6wSY/Hggw8Co9/EPPPMMwCDkia+9a1vsWrVqp1a8xVXXMEpp5xS+331ZmbTpk0jbl99fbQbsoFUt4nH4yMms1TtIJ2dnTu15oMOOoinn356l1NBJJIdsatDUXaH8dhN7nh2C6ldaAQbad89+chOML81xUtbc5i6SszcLisUlFpesxcElcEgCqlKg6EfRsM6qhP4dvv8K/8fhAI3CBEi+jUCdFVFURXKYYAXDt6+Ol3P0BVihoYfQq7skbKNaBgNEAhBKASlckAoQl7pyOIFAkOFKXUxVmzqp+yFKEBX3qHshRhagOMHUZxcZfJj9aYhW/Z4Yv02Sl5If8nDC0MKZZ+4qdGeLe2zplPJdqRAfoPxlre8BYAgCOjr6xskkDdu3DjiZ7LZLH19fcRisZoH+IADDuDll1/m6quvHleWLcBtt90GwI9+9CPOOeecQe+tXbt2Z09lj7Gv16koCqecckpNdHZ2dvKpT32K//u//+PLX/4yv/vd73a4D8/zeP755wEGecqrhGHIHXfcga7rnHXWWbXX77nnnp1u0jvjjDMGCeSjjjoK2C7Ah1J9/cgjj9zhvqvivVQq4TgOljX4H4RqFXxHzY9DqXqbJzK9QyIZyO4MRdldxrKb7G5le+C+l63uJleOGvBe6y3h+AHliiBUBgx8NnWV7lyZUAjipk5LysLUFJyKJxglGnm9O1ZkBSqT8qIIOb8iyAE0LRpSAuD4kUyNrBjR5ywzEvGaokRWCE3FC6Iqc2PSZlvBo+h4OJVM47ipkS35aCo4QrCqI09bymJafYyt/WUcPyRuajQmTbb0lSi4AZbjRzcmlfzlggMbuos4Xsi0uhhaxYZSdH0Sls76ngI9BYfUbqS8SHYPmYM8ydhRKMnq1auByIIxVDj19PTwwAMPDPvMb37zGyBKkaimYFS9ylUxOR6qomQkK8J4RN/eYn9bZ0tLC1/5yleAKCN5PLzwwgu4bpSN+tprrw17/4YbbmDr1q1cdNFFgywWS5cuRVTyUcf738AEC4gq1plMhjVr1vDss88OO/Yf/vAHAM4999wdnseBBx7IUUcdhRBiROFefW2kvOXR6Orq4m9/+xswehSdRLK7jJWPPJC9/bjc1jW8cSpRLwiJGcOTjyDy6/7l+a2s6crz6JpuXD9KIvGDsJbPXPIDCq5PrhT5d+OmXvHwehV/sooThOxOuIgK1MV0LA1MPbJ5NCYM6mIGKAqqCjFDRVVUXF9UvMeRaFcVBV1TUJWKd1lUqs2aCgoUHZ+0HcXjKZX3LUOlKWUxsynOnJYktqljaSp9JY9tBZeurEMoIB2LxLChqahKZMXwKk9eC45fu/Hwg5C6eJSWEbd0ptbFmN2UJGaoHFgfoykVNU42pyzefnjbmDnKkolFCuRJxuLFi/nc5z7HmjVrhr23efNmPvrRjwLwzne+E9Mc3i372c9+lp6entrv161bV2t2+sQnPlF7/aMf/SgtLS38x3/8Bz/96U+HDRLxfZ977713kKCrNqv99Kc/HSTk//a3v/Htb397V053j7Av1/njH/+YdevWDXv97rvvBrbnXO+IgdXbb33rW4PO44477mDx4sXU19fz7//+77u54uGYpsknP/lJIPrOVD3HEI2aXrFiBaeffvqwJw8f+tCHmD9//rCbrs9//vNA9N0caIl49tln+c53vgPAlVdeOegzy5Yt409/+hPBkOaf9evXc8EFF1AoFHjnO985qm9cItldJmIoyp5gfluKvOPtsJhSrWzPbxss3MNQ8Niabm5Ztp4XtmZx/DCKTQupDNaIBKlpqGiVyLWpdTEyMYOkHWUvl9wAVVFIWFqUMqEotbSJ8aBEH6nkL0dT+SwjSoaYVhfnzfNbsU2dmKGTsgwMTcNQFQwtEqyWrkNl5LRAIRQCTVVqNgqIqslBKNhW9GoT9TIxk5kNCQ5uTdOUtCl7IX4gooxqTa39PA01yoUGajcYXhBZKPpKLu3ZMmUvwA8FXXmHVe39vNzez/ruPGEosE2N1nSM/rLPuUdNHdfAGsnEIy0Wk4x8Ps9//ud/cv311zNv3jwOPfRQbNtm06ZNPPHEE3iex9y5c/ne97437LMnnngirusyd+5c3vKWt+B5Hg888ADFYpEPfOADgxIr6urquP322zn33HP56Ec/yje+8Q0OP/xw6uvraW9v55lnnqGvr4/bbruNww8/HIB/+Zd/4eabb+aHP/whS5cu5cgjj2Tz5s088sgjfOYzn+H666/fW5dpTPblOn/84x/zsY99jEMPPZRDDjkEXddZtWoVzz33HLZtc+21145rP1WB/IlPfIIbb7yRp556isMPP5zVq1fz1FNPUVdXxx133LHHBmZcc8013H///SxbtoyDDjqIU089lQ0bNvDEE0/Q3NzMTTfdNOwzGzdu5OWXX6a/v3/Q6xdffDFLlizhlltu4dBDD+Wkk06iVCqxbNkyHMfhIx/5CO9+97sHfeaVV17hsssuo62tjQULFlBXV8eGDRtYvnw55XKZww47jJ/97Gd75Nwlkiq7OxSlOlhiVXtuxMESu8Jo476rSRbt2TJeEPlk6+MGjUOO88S6Hu5f2UHGNpmStim6ASU3wFVCYqaG44eU/ZC2tE1zanvvSHu2jEIkirMlDy8Q2EY0PMT1BhdYdsTA4ml1IEhLyqbgeMRNLfJCV8ZYq4rC1v4yKVunM1em5IUEQuCFkUc5RBCGCpoSVbSFEGwrukQ6WeCHIaBQHzc4uDVFd8Flw7YCnh/SlSsTCiWaFKirZMtRY1/C1jEqPSm2oaE5KqXKxENFrfiiFQXPD3CB9n6nVqF+blM/r3bmmduSJGnrtSZJyd5HVpAnGddccw3/+7//ywc+8AEsy+Jvf/sbf/jDH3jppZc4/vjj+Y//+A+effbZEVMdLMvir3/9KxdffDGPP/449957L9OnT+f6668fNkUPIkFdnVCXTqdr09mq0+5uvvnmQXm+8+bN4+mnn+bcc8+lu7ubO+64g3w+z09+8pP9roK8r9b59a9/ncsvvxxFUXjggQf485//TKlU4oorruDZZ5/dYWpIlapA/vKXv8zNN99MEATceuutvPbaa3z4wx/mueeeG+Qbnmhs2+bBBx9k8eLFxOPx2vfi0ksv5ZlnnhmWO70jfvGLX/DTn/6UOXPmsHTpUp588kkWLFjAzTffzE9/+tNh259wwgl87GMfY+rUqTz11FP87ne/44UXXuDoo4/mO9/5Dk899dROTZmUSHaFamPbJSfN5OzD28b9uHxglfbeF9vpybu4XpRucM+L7dyybD2Prekm3Jmya4Whle0gDFnTmeOxNd28tDVH3vHJljz6ii5F1+fPz22pHas777BsTQ8Z26QpZTGlLobjB6RjejSYQ0QWDkNT6c47OJXmO4GoVG8j/+0hU9IkzCguLWboA2LYBjOaiSAQkXU5FOBWBnskTI0T5zRy5iFtzGpKUp8wiJs66Vg0lMPxQ1xf4FWSM6oFdCHACwV5J6Dk+UA0ojoSrFD2og3rYiZTMjauH6VcbO0vkS35ZB2Pzb0lNvYUcfyAuBlN66tW6A0tqqS7QRilX4jI+RwE0U2BpoDjBxScaFx1yo6u5bOv9fHca/385fmtu/Rzluw+cpLeBLG/TNLbFaqT4E4//XSWLl26r5cj2U2CICCdTpNOp2VKg0TyOuSxNd21Km3jCEkGPXmX/kqSwa7kPg+c/Pfy1iwdWYeYpWFqKm7FdzynOcnMxjjbCl7tWELAvS+216b15R2Px9b0EASCjpyDQlQxFQiyJY+pdTGaUza5cmRTKHlRg+BbD2ml4AQ89EoXvUWXzb0lIJroJ8KokTAQI6e/1WLbDBVbVwGFuKkztc5mSibG0QfWUfICHl/Tg6oo1MVNunJl1nbnyZV93MrY6VCIWrxbFVWJxLGpqSiKQtzQMPRo4p2lqyQsnZih0Vu5eciVg+32jCCqNqsV/4euqqRjOglTJ1vyKLpBNKkvjAR6talQU8HUNTRVoChR5VtRokl/QggakhbvPvYANFXd6acIe+IJxBsJabGQSCYZq1atolgsynxfieR1yNAq7VAGDpZYtqZnlyYFVivbjUmLTb0l6kOBqauYmkpb2qYlbdUmvQ08lqmpJAdExCUtgznNSVa2Z4mbKv1lD7zIbqBrKtmyh21olDyfqZkYBdcHFEpuNLXuuBn1rGzPki/7ZEsuQShq3mQ/EISA44U1EWtq0VQ+S9eYmolFQrzsMa0uhqmprOvO8/Yj2tjSV6Y+YdKZLSMQpGwDTYmErx+IQRXkKpoCuhYFvgUCgiAkYekYmoYQ0fbbCi6WoREzNFK2QcL06S06+EGIK0QlRxl0FTwR0p136MFBV1VsQyUVM+nJlXFF9WcJMVPDUNWKlzsAEb0GkHN8Co7Pzx9Zy4ENCfRKw99ja7o5sDFes+eM9ARi6OhzQ1MolAPuebGdx9b27PHx65MBKZAlkklG1V4hExokkolnT1flXmnPkS15zNtBqkVT0hw0yGNX6M45pG2d42bUjxlFVz2W4wdMSQ+eDFgdPb26M0fZCyi6ATnXJwgEOScS3o0Jk7ZMjIVzGkDA4+u28UpHNHq5LW2zobtA0dUIRFixEyj4oUBRIrEZVkRjXcyMqsuV5jbXD0BRcH0BRF5hiBoRV7Vnozi1cpQYYeoamZhBV96JkkUqFooquqpEQ0Yq3g1NUaJGuiDE8aPIOD+MBpHUx6IGd9vQcLwQxw9RVAVdjW4+dFVBVaKmP9cLKVfsFKlYFB03UJs7XkiJsJKkoRASZTZ7gY8fRHF0fUUPIQqoqkLeCfD8AHWNwl9WbOHdx03ngyfNGvQdGOgTn1oXozNbZn1PuZLbrFAsR9YZYJ9OntzfkQJZIplkSIEskUw8e6sqt6o9N6hKOxpDB3nsjWN1ZMs0Jexh781uTtZGT2/YVmBbwWVb3qUuYfLmg1s4dkb9oEr3wVPStWEjSVtHVWBtVx5DU+ktevSXPBwvwAsEoQqKiLKNe4sufhBi6lH7VCgEcUNlc18RIQR1MYPb/r6ZuS1JtvaXUYBs2aO36KFF3gc0JRKwUWLF9vMIQkGgCMIwktqBEjUqGpVta55nP6Ds+xUriYIThAQC1MrOVKLtMjEd1w/x/MjH4fghPTm3Vr2utiUGwfbPgcDzQzQlSgSJri+VGwJ3e361iFIxOvMeP/vbWp7f1M+JcxrRVJXNfSWeXLcNBYGiKGTLPkEYoqkqmqpUKtwKcUun6L7GnJYkLamxB3G9UZEe5Ani9exBlkgkEsnY7GlfcJUfLl2N64W0pHcsWjqyZSxD5eNnzN0rx2rvL2EbWs2DPBrVMdVvP7xtXNeiO+9wy7L1GKpKY9JkXXeB1V15OvvLbOkv4wdRlJxbqcRaukrM0CJ7gqbiVxrv/DCkJWVz1mFTWNdd4OWOHAC9+TK+ACEUSp5fa3oLRCSIlUoOsqJAEFCp4kb1aE1Tcf2wNsSkaqEwVCUaHDLg9YHETZW6uEne8fH8AMcXNYHrB8MrycqQ/6+uIbqe1Sq6iqlVc6kjMV32Q3QVbEMnEzMo+wElL0RDUPYFqhpF1hla5KG2K1nVAgjCkA+dOIMLjp0uvcojICvIEolEIpGMwd7wBVcZa0R13vHoyDq095dro4nnNCfpzju7dLydHYc9vSEeVUKHRMQNZazhJ6NZVA6bmuap9dvYuK3Alv4ScUPnoLYUIdBXdMiWfEw1inTTtKgxrz5uEApB3o380EXXxwsFcUvjTbMaaEyavLgly9a+EoEQmFqkONVKTnHa1nG8ADeMJuQFocARUUazrUfNhqGg1oQHkaj1wij5YiCCyMcMkaAteSEUXSxdpVQpFyuKgqVrFEUk0geWJ6u/VBhQXQ4j4V4JCMGp5C4rioIK+GEk3MMAVCWgp1AV4SKqQCsKqlAwDRVDUyl7AaaukrYNHD+kt+jz6yc30p5z8AMxrqcib6TGPymQJRKJRCIZg73pCx5pRLUQgnXdBdZ05WtDK1QF+kseW/tL3LJs/S7ZO3Z1HPb9KzsQlfMdWknvzrtkK5X0gddgRxaVtK2jKfD8pn5yjo9lqOiqShCElLzIVtGQMElZBk4QIoSgOW2xubdMTNewDBXHVzBUlc6sw+xmg7ktKVK2wZa+Ir0Fj8akRb7soypQFzcxNJWs4+EWXHw/xKsITltT0NTIB12NYxspUWMo1Wg4RYnEcBgqlNzIKqJAxT6h1EZcj4SuRcK4WmEeOPQwEsMCiPzZVY0uIEraUASqohKKqMFREQIqEwRNXUFTo4l+tqHVBpl05Fw6+sssnNM05Gdp05N3uX9lBxBler/RGv+kQJZIJBKJZAz2pi94pEEe67oLrGzPEtM1WtI2Cgq5skdzyuK4mQ04XlgTMjtz3NGGhgxlYEW4IR41qO3s8JOBjWNDLRphaPHcpn6e2biNohvQnLAo+5FtwgtD/CAkbuik7Gh8s6WrZEseHf1lvCAkZek4fiSi6+IG7dkys5uTAOTLHi0pmyAUpGydlrTF1r5SJbECYrrGtoon2I9CJGrv+YHYLorHoZCrsXFaJYYOwPMrgplI0BbdoFYhHolqtXg0qiJ8aDRydSJhtTEQohHaQRiCGtlQLF2j5AWUvQAMcP2oObA77wz7bg99KtJf8nhq/bYRf35DxfRkafyTAlkikUgkkjEo+8H2BqkdYGgqJW98toWRqA7yqFZpbUNhTVeemK6RtA2EEOScKFd4fltUIU3Z7JK9Y+ixBlaE845Pe1+JNd0FCo7HoVMyvNKeY15bioVzmjioNVVrtCt5AXVxg1MPahrx+DuyqKzvKbKlv0QQRNdvWn0cq1LhFAieXNtDzvHZVnBpiEdr1DWVnoJHytZxKh7ktrSNZWg1rzJEE/xStoEfCnoLLgkrhl6JVasONdEUUROmUZpEpQorRK3aqwLVn+poWnlgZVit/Cqo7Dgc8hkVRhTK1ai4kagNUxmSwFE9tkCgKSoBFV+1qhKIqNruVQSypiqUvahR0BeQMHV6i/4oR4y+E89u6mNTb4lZjYk9bjHan5ACWSKRSCSSMdhZr25d3Nit4w0cUb18QzbyGKcseosujhcQMyPf56xKlRR23d4xdBx2wtRpz5bYsK1I3glIWRozGhMkbX3Yo/SFc5rGVS0cy6KSd7zaDUDMVMmVA7Jlj+aKQFZQaExahEJQcHwUJfp5eGGI4/loCiTtKC6uKWXRV4zGTVfxgmiQR2PCxNCiAR66ppAt+ThagK6pBCLKWK4M/ouSJogsI6GIUh8MTYERmuuGUm32EyLKdB7oKdbYLpQVJfp9MGRno4ljZcB7o0UrhIFAsxREWBH8IprcJxTQ1ehDkTUjJO9ECR2GrjLWgxFFUXDcgK3ZMsfNqB/jzCfGYrQ/IQWyRCKRSCRjsKte3V2lOsjjoNYU/3n/KxTdAENVMU2Vuc0JWjMxktbgf7531d4x8FivduT4y/Nb2bitRMo2OPqAOlozdm1oSDWtY2cfpY9lUenIOpS9gJa0XRmEEZAteTQPiB7LxA0Kjh/ZJCwdVVHwnBDLUGlKWUyti2FVmuocP+Cg9PYbB0NTcP1I8LZlYhx5QIaO/jIvbs3SmS3jBiFxU6tUWx0cL0RRwNJUgjBEJco7dr0QXVMQQTjI3jC0mly1ZwShAFVUKrtRxbg6lQ9RzUtWCUXUeFetYFcG8Q0Xzjt4gCEAPxTR/iv+ZKWipEMRJYA4flCpPiuRbcXSCcOQutjYN3R9pSgmb29YjPYnpECWSCQSiWQMdsWrOxE0JS2m1MVoTFjjimLbHXtHteK3bE0Ppx3UPKGP0seyqLT3l7F0DQWFtG3QW/Dwhxhs07ZBtx6JV1VVmd2UoCNbpj5u0Ffya+kU+bJPzNBoSW9fU1va5tnX+ii6PmXP5OkNvRiqymFTM5wwq5GC4/P85n429xWJGxq6qtKSiiYJbtxWoOSHKCg1EaxWFLEAVDWqLvsD4t7CqPRMgMAPo2a/MBDRpD5VxQ8rY7Qr4lVVFFS12nwHKJF4DoYoZDHAvzG0gDxQpBuqQsrUyTp+rWEwelMh7/igQGPcImFqUb6zojC7OTHmz8/xQ+yKp3pH7K7FaH9ifGcskUgkEskblKpXt7/s0pVzGDo+QAhBV84hW3Y5aU7jhD5etnUtqgqOAy8IiRnajjcchaoVojFpjrldU9Kkv+TxaiVneEeMdQ5eGFaGeEA6ZqCplerrACxdozllESAouj45xydmasxrS2MbKnnHJ1f2KPsBc5qTgyreZS+kPVuip+ChKZHwLDg+L27pZ8WmPkpewOzmBKqiYugacUOjv+SRd31MXa0010UpFFXbRFUYW1qUx5ywdDQiQSXCig1DQMxQaEpY2LpS8w2bqrK90S4Mcf1oemC1kQ+i4SEKkQVDU7YL4LBSjh49ASOKkbNNHVNXqdw3oKpgaiqqElWtZzbFqUuYFB2f5qTFzKbkKHus2ExCQX187O9E7ee5m9/B/QkpkCUSiUQi2QEnzGrkzENa8cOQVzpybO4t0ZEts6m3yMsdOfwwHDG9YXeZ35Yi73jDRPlQqvaO+W27Xr3elbSO8TDWORiqWhPEpqYSN3UMLUrpGLh9Y9KiPmbgBSFb+0qk7UgEp2ydLX0l8o7H/NZUbfQ1RNP5XmrPEtN1mlMmMVMjaenUxU1aUxbZksfSlzt5cu02dBXihko6puMHIV1ZB8fzo3i2ICAQIsogBsxKrFw05jrE9QOUSj6zXRleEjM04pZB0Q+wdBVDUwiJYtcg8iI7Q6wVhqZgqgqmESV1xE2VpKURM5RBQnnoT2egNcMJohuOuKHVfBm2rmLqKoauYGoqPXkHhci6Mqc5McyuM5DuvMu0+himru6V7+D+hLRYSCQSiUSyA4Z6dceT3jAR7E17x55K6xjrHNoyNi9t6UcQiavWjM3UtM3WbJnOnIOlq6iqgh+GOIHg8GkZFkyvQ1UVegouaVvngPoYvUWPFZv76S64tKQs/CBk+YZeYqbOafOaQFFY112o7TNbdunIOgSBwFcFJ81pJGaorO0uoKkKvQWPghtWkiwik4WmKpi6SiZmEIooh7rshyhKlDEcielKU2DSxDI0ylkHXdPIxAx6Sx5+IGrjq0OiSrKqRNdTVSMhLASkLI2QSIA3JC3CMBqbXfaCaBJeJVLO0sALqlFyCvmST1GtTvxTMA2tFvcWM/Xa4JEFB9bTlrbY0l+iK+eMmWl99uFtvLglu9ctRvsaKZAlEolEIhknTUmLpqS115qQxopig7GHc+wseyqtY6xzaE1brOlU6ewvo6oK89tSzGlJMdPx6egv0ZFzKjYEhUPaUnz8zXOZ25ysDa3QVJUD6uOYWokN20o8vb4XXYXGhEl93OCkuc2kKtXmtkyMjv4SG7cV6St6JEydpqSJ40eNenNaUrTVxaNteots6SvRk3eIWzqNcQsQdOScWoW4JWWyvqdIyQswtMiO4YeChKnVEiym1dlRk5umkrINXD9Aq8TMWRULR7Uu6/oh9XGzUoVW6Ct4+EGI4wWkbZO6mEHO9ektuABYukLZE4SuT0xXsAwdN4hsG3FDY3pDnKaUiamp0bASRcHxA9oyNleeMYeGuFm7jjvKtM7EjL3yHdyfkAJZIpFIJJL9mKFRbOMdzrGz7Mm0jrHOwdRV+koec5qTzKxYJJKWTrIlxezm5CDxNa81xWNrurl/ZQdpy0BTo8pw2QtpSlq0pKNpeet7itTFDDqzZRKV5IvqPlGihrXq0JXeoktHzmFOS6q2zZyWFEIIVrVnmdEQp7/s0190mVrns7W/TMn16St5mLrG1IyNQIn81CgEIsTUNOriJqoaVX77Sx6ZmE5dPIbnBwgBCWv7DUbJ83H9kMakyeHTMqiKwlPre8iWPTw/pOQF9JVc8k6ApiokLRVQiZshKdvC1CLbh6ZGdo64qXHavGaAQePJ/UBgaZFHeGeeiuyt7+D+hCJ2ZCqRjItsNksmk6G/v590Or2vlyORSCSSSUZ33hkkZGJGlIc8UfaO7rzDLcvWY6jqmI/Su3IOfhhyyUkzd/q4I53DvJYkOcfnxS3Z2hjjoeKrmr28rejW1thfclnVnqs1yg0U9Ss29eL4IdPqYhwxLcOclu2P/R9d3U3B8amrNJ5lyx66qnDGwS3D1rupt0hzyuLco6bW1t2dd8iVPFZuzREimJKJ0Za2aUlH6Rd5x6Mz69BeiZHLFj06cw5taYv5U9IsfaUT1xfEDQ1FgbIfVYnb0jbHzqhnVnMSVVHIlV3+urKT9T0FFKUytjoMSZg6lq7SmDQ5bEoGy9BY1Z6jJWWhKAplL2B9Tx4FBScICEKoixmkbI2+os+UjM38KeldGg29p7+D+xOygiyRSCQSyeuAPW3v2Bt2jrHO4biZDTusZFaTNqbWxVj7WoGYEU0YHErc1Cl7Ll4gWNtdGJQdPTA5A6LUjIHDRQZS9VqPtO4fLl2N64XDIviSlkGy2aiNuxZC8MzGXrb0lQhCQVPCpq/o1MZCW7rKodPrOOrA+lrzYSgEnVkHXwim1sWY0Zjg+U19lLwQQ1OpjxscOjXNoVMzFN2A9T0F8o5P2Qvozjt056LPNiYii0W27JEteWTiJsfOqMf1xS6Nht7bFqN9iRTIEolEIpFIgH37KH084quatNGZLVP2QlpGqXRn4ga9RRcvCCi5Kh39pcheAYShoCtXpiNbJgij6LhDp6TJO/6wRIexvNbj9WwrikJrpcLcEDd5cUs/OSegLmYwrzXJvNYUrenYoM+s68qzqj2HHwiOm1HPnJYURS8gCARJS6fg+GzoKRIzIu/07KYEj6/rIVvysTQVgYKpKaRtM4q786HoBnhBQHfeZXZzctKNhp5opECWSCQSiWScvNKRY+mqTpZv7KXkRmOfjz2wnjPmt4w4Svn1xli+1CMPyCAErNya4++v9WHr0eP1eW17T2BVkzbW95SjJrdRvNJp28DQVMpeSGNSoyPnMKs5ybquPN15l86cQ8o28MNoEHRn3uGxNd3MbkrULA478lqP17MdhiGrO3PETZ2iE3DEtDpUJQuIKH1jUz9zmgNmNSVQKv7otd0FQiFoSJi0ZqIKtaGquJ4fxezZBgJq1fGWtI2uKuiqQt71cYOAmKpRdH28UGBqKgc2xLF0lTVdeVrS1qQbDT3RSIEskUgkEskO8P2Qm5et487n2+nJO9snmwl4aUuWu19o5x1HtHHpSbPQ9Sjrtjvv8Ep7JDLLfrBPBOWuMrCaG4ailnZQ9QgbmkKhHHDPi+08trZnl/ysu0K1aluNUxsNS4+i1bKlKBrN0pVaVTZt6xTKOkEQoqoKU+tjNCUtCo5fy3ae05LaYWzZeCP4nn2tj86cw1HTYmiKQkeuTChCevIumbiBoSg8t6mPzb1FVFWhvb/M1v4ydXGd2U0NtcEnAyPxXD+k5Pls7i1HHmpFwQ0EM5sSrOvKU3SjRj1LV2mOGaRtA8uIxnF3ZMt0Zh1mNxtoCtz6zCb+8nw7m/pKgGBaJsZJc5t406yGPf49LRaLfPrTn2bx4sUccMABe/RYO4ts0psgZJOeRCKRTF5++tBqfv3kazh+QBhUMmyJNLIKqJUpZhcfP50rTp0zoqD0AkHO8QY1ne1pQTkRVFMjMrZJ4wi+5J68S3/Fl7ynvanLVndz74vtdOccCm5Qa7QbikDQ3l+mMWHSkYusFLqq1qbNdeXKZMs+zSmL6fUx1MoAj1zZIxSCea2p2vCXg1pTo97ovNqRixI1bHOYZztXdnl+Uz/PbOzF1BR0Tav4h01sU6Un79KVK+P4IUEoEEJgGxrZkk+AwNY1GhImh7SlOPrAehQlskTkSh55x8cLolQK29AIhaDoBcQNje6Ci+cHxM0ovSNuajSlLJoSFpah0Vt0SVoabWmbR9f00FdwaU5b2LoGCpTcALUygvrdxx3AwtlNe+R72tvbyzvf+U4eeeQRjj32WJ588klUdf+ZXycF8gQhBbJEIpFMTl7pyPHPv36GzryDCKPqnT9gHLKuKJiGiqIqtCQtPnzqLF5uz+0XgnJ32RvJFruynq29JTb3l2vJDUOpCt0TZzewuquAqSq80pmnLm5g6RqtKYuyH7Klr1SpMGuoqkLR8dnUV6QuZnLY1DSmrpIrR2Onm5P2sBudE2c3gIDH123bnsChwssdOV7uyNFf9HC8AF1TsA0NS9eIVfKXm5IWm3sLvNKZx/GioSSWoROGIaqmoivbB4lMb4jxppmNbOkr8eymPmK6RjJm4HohqhrdrGWLLn1Fj5IfoqsKKVtHCAgqo7JTtsH0hhiWrpEre5S8kO68Q8bSOWRaBqUyo69qLektuLRmLD60cOaEf0+3bNnC2WefzfPPP08mk+HOO+/klFNOmdBj7C7SYiGRSCQSyRjctWIzW/pKuH5AIJRhI3cDBG4o0BTBJj/k90+/xqlzW0YUlIqi0JSyXjcNUtXUiB35q/eWn7WatPHn57YQVoRcakCKhUCQL/uU/YBD2tKUPUFb2sbUVOriFtPqBzfDzWiM05l1WN+TZ2NPgW1FD8cPyJU8tvRH4lkAcV2lNWMzszFJXdxEiJDnNxUrvuUkU+psCq7Pa9uKbNxWjKq0pkbC0ghC0DUIwijSTQiPrUGA64e0Zx00RcUyFMqej22omFo08AMhcHyB4wes7SpQcKPqdVPSorfgsqm3RBBGqRZhKMiXPRRVxdZVQiEwdRWEghcElL2Q7pxDf8mlLmYASjTBT1VpruRBV1EUpXZNtxU87l/ZsdPf07HsRb1bN7Jo0SLWr1/PlClTuOeeezjyyCN363uxJ5ACWSKRSCSSMXjo5W5KXkAoQKnMPRtaFRZC4AnwnIC1XUXOP3rkR/9VXi8NUtXUiLGa0CC6HklLZ1V7bo9XxasJGr996jVebs+Rsj0Slk4owPEr2byt0dCPaiTd31/rwwiHn0PC1AGHrpxDf8nD98OomhsKUKKBHooC/X5Itpxna1+JmBllLjclLVw/4OHV3cR0FUNXKbs+3QUXTVEIDI2yFwCCmGEghMAPBWU/agzc1Fsk7/iolQl3QQgF10cYOgXXR1MUVEVBUxS8UNDeVyQQKvUJozLNTyVfFqhEnwuBuAZxS6evGMW6qUoklhVFQVXB9QUdWQdTVzF1lYaEWYuWG0o1LWNjT3Hc39Md+dV/f+/D3PKvV9Lb08XcuXNZsmQJs2bN2sVvwp5FCmSJRCKRSMZgc18RPwRNiYTgUK2oKApCREI5BIqOt9cF5Z5qCKymRoyHambwnqaatDGnJckdf9/Mw69201eKRkdPq4uRtnW8UBAIUYukW7k1N2Ik27ruAs9t6ot8v6HA8cOK31YQCtBUJRKYRBXgvlLUIJiwdF5tzxEIgSD6btimTsmNjpGwNXJln7zjA5HNIQwFigJCREM/yn4A1WMQCXHPF+RDj1BEvnZNVSKR64e4gQBFkCv5tKYt4qZO0tLJxEzWdefIln28APxAVES3wNIEuqZUvo8KYRgQVIR66IWYmopljJwBrSgKlqFR9IJxf0+fWNdT86vPa00N+nPw4tPP8KPPfwSnWGDeoUfwtwfvp6Vl+HCW/QUpkCUSiUQiGYN82a/9ejTdqyigVJwXbjC+1p6JEJR7OmFivFm/MHZm8J6gJWVzxWlzOH/BATuc7jY0ki3v+KzvzvPkum0UXJ+CE1B2fTQ1utmp/lh8tv8sK6El5N2QkufWmjQBQiBwfPxAYGgKQRgJ7FBEnym5QUUsVkUy+GGlwbPyX1j5clmahi8EXhBVmk0talwLBFiaAgr0lXxSNkyri5Et+4BCzNBw/ZCiG9lCdC26mQiEQBEQEt3AVVedsnW8QOB4wagiWVMVvIBxfU+78w7L1vSQsc1h9qKnHvwLP7j2X/A9l4OOPpEPXfsD1Hhmh/vcl+w/7YISiWS/5oc//CFz5szBtm2OOuoo7rzzzkHv/+53v+Occ85hypQpZDIZTjvtNB555JF9tFqJZOIIKp7jHcnL6vvjbX33gpDYKMJkvFQrdoaqMq81xbT6KBN3Wn2Mg1tTGKrK/Ss7eGJdzy7tf35birzjDfNdD6Xa2DW/be9nQVfj6C47eRYfP2Mul508q5Y8cdMj6/jh0tUs39BLtuSzoafAms4cj63p5u+v9ZF3fAqOT77s44ZQ8iPfrwCGnvHA34ci+jmHAlRFQddUFCUSym4gyJU9IGqwg0jcBqEgDMEPInEM0fZeEFV0q9dYVRVMTcXQVPwgxA1C/DCMnlKEglAIgjAkaUXpFEEly9nSNeKmhheEuH6IpqjYhoZeFclAzFCxDRVL10hZUaU9W1nrSASVqvd4vqdVv3pjcrC96K9/+j/+88sfx/dc3nTG2XzxezfjqBavduR2uM99iRTIEolkh/zyl7/kn//5n3n/+9/PHXfcwYIFC7jgggt4/PHHa9t873vfo6mpiRtvvJHf//73TJs2jbe+9a0899xz+3DlEsnuo1cqeIJICAahwA+2/1eN6KoKqKhCuOcF5dCK3VBbR7UhMG2bLFvTQ3fe2eljzGtLkY4Z9OTdEd/POx5ruvIseamDVztzPL2+l2Wru3fpWBNBGAoeW9PNLcvWc++L7fTkXVwvZFvRZeO2PH9Yvok//X0zr20rsi3vkC1H1eNwlP0pjHxjJNj+NCHy+FLxC0fvhQKCMGTgwwQBtXjAofsKKhXlgccyNRVdU9HVaH+6Gv1MY4ZGQ8JCUVQUFDR1+/fTNnQMXUVViMSxBgnLYErGZkZjguaUTdI2sHQVPxToKmRLIwtkIaLqcrxSkd8RQ/3qQghuv/kH/PxbVyPCkLecfzH/8s0fYtmxmr1of0ZaLCQSyQ752te+xuWXX87XvvY1ABYtWsSLL77I1772Ne6++24A/vznP9PYuH387JlnnskRRxzBjTfeyE9/+tN9sm6JZCJI2zpF143Ezgi6t1pJrGIb2g6HR+xoCMV42BsJE9XUiPtXdiAq+1IqU+bWdRdY3Zmjr+ghBMxtSVD2wr0+PGQgQz2wEPmM13cXajctZS+kM+eQd/yoKjvG/gbaKIa9J6o3TZEVIRjwJQgElLzRZPfo+GGUWmHpUcVWUxTCUGBoKpmYjuOHJMxIBFcrx+mYTlcuauSrLtrQVNoyNsaAXGGBoBiEpCwdU1coOAF+xas9EnknMpgc2Bgf1/d0oF89DEN+9Z9f557f3gTA+Zf9Mxf902dq4nlv+dV3B1lBlkgkY1IsFlm9ejVve9vbBr3+1re+lQceeADHiSpFA8UxgKqqHH744axbt26vrVUi2RMc1LJzInZ2U5z+sktXzhlWSRZC0JVzyJZdTprTuFsNdLuSMLErnDCrkTMPacUPQ17pyLG5t8QzG3t5cv02+ooe9QmT42bWc8yMhgmzduwKI1XU13UXWNmeRVMUbFOnLm7SnDJx/WDcVpgdbqZEAnnoZL9dGTKhAK4f2SqiRkGBLwSWrmJoWu3nXfaC2vHStkHC0iGMRGooIkFtDBm64VR8HS1pi6Om1xO3dIpugOeHiAGrFSKyXWwruDQkDM48pHVc31Nb1yK7iOfyo698qiaOP/jpr/Duj3520Pd0IuxFexopkCV7jeXLl/Otb32LCy+8kAMOOKDSDb57lYWVK1fy/ve/nylTpmBZFjNnzuSTn/wk3d3d495HT08PLS0tKIrC3Llzd2s9u8uuXqNSqcS1117LvHnzsG2bqVOncvnll7N58+bdXlO5XEYIgWkO9pVZloXruqMK4CAIeOqpp/b5NZVIdpc3zWxAU7Y3U41E9T1Ngbcd2jpMUHZky2zqLfJyR642oa0aV7ar7K2EiWpqxCUnzeTsw9uImSpb+ko0xE2OnVFfSZRIoVb+rpoIa8euMNQDW7V/xHSNpG2QLfnoahTU54cCTQFDi2wRu0JVUqpQsToo4xbdo1Ft7HO9IJqwJwSGqtCUNPDDkOkNMabVx2rWnr6ii+OHJC2dkBDHCzA1lZip1W7OBIKS51NwfeKWzvy2NIdOSXPCzHripo4fCtZ25dncW2RTb5E1XXm6cw4zGuN84MQZ4/6ezm9Lsa2/n+987gqWLbkdTdP5+Fe+x9nvvWzwdduHfvWdQVosJHuNr3/969x+++0Ttr+//vWvnHvuuRSLRebPn89JJ53ECy+8wI033sjtt9/OY489Nq7Z7p/5zGd2SlDvSXblGpXLZd7ylrfw+OOPM2XKFM477zzWr1/PL37xC+68804ef/xxZs+evctramhooL6+nqeeeorzzz+/9vpTTz0FwLZt20b83A9+8AM2btzIxz/+8V0+tkSyPxCIEENT8MOo0UkRA9IsKo/Z1Yr3tCrAFs5p4qDW1KB0hbq4wakHNU3YcJC9nTDRlLRoSloIEU3OGxrjNXz7vZv1PLSi3pF1KHsBLWkbiLzCqqKQd4KaLaKaLLGzDPyUVlHYyqBxGzvPwH36ApQgxNBV6uIGrekYRTcaHw0wsynOzMYE/SUPNwg5oD7G1IzNq115+goeni/oKjgYqooXhihAc8rm2APrmNWUQFEUMnGLt85vYV5bkhc2Z9ncW0IgOHRKipPmNnHczIad+rk1GS6//so/sXHVc1h2jH/5tx9x9ElvHrbdRNiL9gZSIEv2GgsXLuTII4/kTW96E29605uYOXNm7fH8zlIsFrn44ospFotce+21fPWrXwWiO9PPf/7zXH/99Xz4wx/m3nvvHXM/DzzwALfccgv/9E//tF/4ZHflGn3jG9/g8ccfZ+HChSxZsoRkMgnAd7/7XT7zmc9w+eWXs3Tp0tr2fX19tLe3j7nPeDzOgQceWPv9Rz/6UX7wgx+wcOFCTj75ZH7zm9+wZMkSILJSDOWJJ57g6quv5pprruGII44Y7+lLJPslq9rzHFAfp6fgUHLDSkzFgPivyjCHmKnSEDdZuTWyMlQF5Z4anDE0umw0qhW7Uw+amHXsirWjmiox0TnNAxlaUW/vL2PpWk22qoqCL6KEh2qetaEp+MFgcToeVIDKTZGKghAhoVBQVGWwIX0ICtHNVDX+rdoEKICUpeKHkUe6uoeUpXPqQc3MbErS3l/i7xv7QIEF0+uYM8D6I4SgO+9SnzBpTVu8sLmfVe15VFVheibG3JYUMxrjJC1jkM2nOu78PcftxMmPwGuvvcb5bz+LjatWEktl+Og3fsZRxx8/aJvqGqvH3Z8H5AAoYkettpJxkc1myWQy9Pf3k06n9/VyXhfYto3jDPfojYdf/vKXfPCDH+Tggw/mpZdeGiTSPM9j3rx5rF+/nmeffZajjjpqxH2USiWOOOIILMviT3/6E/PmzWPOnDmsXr16XGt49NFH2bp1KxdddNGo2+RyOb773e9yzTXXoGk777fa0TVyXZeWlhb6+/t55plnOOaYYwa9f9RRR7FixQqefvppjj32WAB+/OMf87GPfWzM455++umDRHWhUOD9739/rbo9bdo0rrjiCr761a+ybt06Zs6cWdt2/fr1nHjiiZx22mn89re/3W0bjUSyr/nQz5/A8QMMTeW13hLZoosbiJrAMTWFdNxken0Mzw+xDI3/+fAJe3xd3XmHW5atx1DVMRsCu3IOfhhyyUkzJ0SU/HDpalwvrFVmx6K9v0RHrkxLyh6U0+wFgpzjkYkZE9bMd9Mj6+jJu7Vx0ktf6SQIRG1scmeuTHt/mc5sibIv0FSIGTplz69Fu42Hqsg1K9Fu1eY8TVXxgmgiXjXlQoiKCFa2P2lQFAV/wPen+n5LykZTFfKOR9kPUYED6uOcfnAzhqaSK3vkyn5lFLROyjLQNQUvCMk7/qBrCQzLxx5t29297qtWrWLRokW89tprHHDAAfz7z37DVrVpjx93TyMryJOQrq4uWlpaOO644/if//kfvvnNb7J06VI6Oztpa2vjsssu49prr90lwba/sHz5cgBOO+20YRVMwzA4+eSTWb9+PbfffvuoAvmrX/0qa9eu5aGHHsIwdu7Ro+d5XHzxxWzZsgVd1wdZD6oUCgX+4R/+gUceeYSpU6fykY98ZKeOMR4effRR+vv7mTNnzjBxDHDRRRexYsUK/vznP9cE8pVXXsmVV165U8dJJBL86U9/YuvWrWzbto158+bxX//1X7S0tAwSx319fZxzzjnMnDmTW265RYpjyaQgZmoUHJ8pGZuUbZAre/SXfIIwRFOjdIGUbWDpGhu3Fag3987fraMlTFTZUxW7nbF2rO8p0JFzmJaJD7NkCGHTk3e5f2UHwG5X2odW1A1VxfW2D3nJ2FFcna6qQDRcA6L84EAEtUJEVeAOJGZE0WleICKRC9iGSjpmIIBC2ccJQpRQQde278fUKzYORcGteMDDARXm6q90JRrkEQSCQERjnpuTFklLI1v2mN+WrtlzgHFZd/aGzefJJ5/kH/7hH+jp6eHggw9myZIlHHjggXTnnT163L2BFMiTkL///e8A+L7Pm970JmKxGKeffjrd3d08/PDDfO1rX0NRFL7yla/s24XuBoVCAYD6+voR368mKoyWwbtixQq+853vcNlll3Hqqaeyfv36nTq+YRj85je/YdGiRbz3ve/l1ltv5Zxzzqm9XyqVeMc73sEjjzzCe9/7Xi6//PKd2v94qZ7fggULRny/+vqKFSsm5HhTpkxhypQpOI7DL37xCy699NLae67rcuGFF1IsFvnrX/9KLBabkGNKJPuaYw+s549/30woQixdw0pqNCWHbxeKkIIbcNyMkf9e2hNUq4XL1vTwSkduxIrdRDQEDmS81o5c2WN9d5GD21IjVrirzXyisv7dFU/z2lI8tranFrHXlrF5aUs/AoFCNDa5KWnSnXdqucVhKFBVpVbZFZFnAl2NRiN6vsDSNRqTJmHFWpMrBSgK1CdMGhImoJA3PRxfgAjRVIWYobKmu4QK6JpSm65YGY43qHqsqpCOmahKFA+XtnQaUxZvmlGPZWg0pywuO3nWoHMdr3VnT9p87rvvPi644AIKhQJvetObuPvuu2lqatrjx91byBSLSUhVID/77LNceOGFbNiwgT/84Q8sXbqU3/3udwB85zvfoVgsjrqPM844o5agMN7/br755r1xegA0NzcDsGHDhhHfryYrjPR+GIZcccUV1NXV8R//8R+7vIaFCxdy1113oes673rXu2p+Z8dxOO+881i6dCkXXHABv/zlL/dYtX7jxo0AozYjVl8f7TqNlzvuuIMf//jHPPjgg/zqV7/ilFNOwfd9vvSlL9W2+fjHP85DDz3E4sWLWbduHY8//jiPP/547fsokbxeOWN+C2lbpys3dj9AZ9YhbeucdnDLXlrZ8ISJppSJZag0pyzefngbl5w0k4Vzmib0cfaOhodUeaUSKze3JTHmdk1Jk/6St9uT1aoV9WrEXkvKxDY0CpVR4aISl9aUNEiYOkII3CCk7AeoioKhqWiqgq5Gg1/8ig0jZUd/f8dMjdnNST586ky+eM58TpnbRDpmkIkZHD+rkS+cfTA/+dCbePsRU3nboVNZOLsBy1DRFJWkqREztYoQ3556YqjQnLSYVh8jEzNJ2TqtGZvGhElrJrbf5gX/9re/5ZxzzqFQKPC2t72Nv/71rzVxPFmQFeRJSFWQnHrqqdx8882DLAgXXXQRRx55JCtWrGD16tUceeSRI+7j7LPPHvTofDzszTiv0047jX/7t3/jrrvuoru7e9AfzM2bN3PfffcBkQd4KN///vd56qmn+MUvfjEsu3dX1nHHHXfwjne8g/PPP58//vGP3Hjjjdx3332cc845/Pa3v0XX99wfs3w+D0RNdSORSET/MI10HXYGTdP4wQ9+wJo1a0gmk5x77rl861vfIpPJ1La5//77CcOQD3/4w4M+O2PGjJ2u0Esk+xPzWlOcdWgrtz27GSGiHFlV2f73aihCOrMOOcfjgqOn7XBwx87SnXd22OC2Nyt247V2bO4rMbs5Qco2R98Zg5v5dnf9AyvqW/oij/OGbQX6S15U2TU1TpnbTNHxeWRNFz15Dy8UGFo0oU7TVBwvoOxFDX/T6mMcPb2e6Q1xjp1RP7jK/aaR11C9NodPzWBqKi+15yh7AQ0Jk5zq01eZXKepkIoZxM3IRmGoCpmYQczQmN2UIGnp9BXd3U4fmWhuvPFG/vmf/xkhBO9973u55ZZbsKzXh21iZ5ACeRLyzDPPAHDdddeNmDAwd+5cVqxYQWdn56j7uPrqq/fY+iaCRYsWsWDBAp555hne/va3c+ONN3LooYfy/PPP89GPfhTfjyoGQ89/48aNXHPNNZx++umD7AG7w1vf+lZuvfVWzj///JrNYtGiRfzxj3/caW/z/so555wzyEIyElIESyYzl54UPeK+96UOXu7IkzQ1dE3FCyJbRdrWueDoabXtJoIwFMMarQxNoVAO9um0OhiftWNmU5zWcTTywcRNVqtW1Kve25Vbs9iGyua+EjFdY1p9nKRtYOoah0zJ0JlzCANBiIhGTgtByjaZ05TkvGOmsejQtp2+tgOvTUvaJhM32dxbYnNvEdvQyCgCzwtIxQxipo6qqpXvk0LaNpjdlGBWc3LC00d2FyEEX/nKV2oTVT/xiU/wn//5n6/rfqaxkAJ5kpHL5Vi9ejUHHHAAJ5988ojbVK0Vu1s93ZcoilLz/T799NOccML2jvHW1la+8pWvcM011wzzKH/iE5/AdV1+/OMfT+h6Fi1axMKFC3nooYcA+NznPrdX7qirkW6j2WWqXu1Uav/Om5RI9nd0XeWK0+Zw2sEtPPxyJ09v6KXoBtTHDY6bUc9pB7dMeOV46NjkPdngtrMMFaIjNWPd8eyWHdowqkxETvNAhlbUR2oaO21eE41Ji568U3s9ZkTV+d3xQ490bQ5sjBMzWpjflqIxafHbpzbSX4zSKlw/xNRVWlMWrZkYSSuSZl05Z7/JCw6CgH/+53/mRz/6ERA1uS9evHhSN2JLgTzJeO655xBC1BILhiKEYPny5di2zcEHHzzqfr71rW+xatWqnTr2FVdcwSmnnLJTn9kdZsyYwbPPPsttt93GsmXLKJVKHHbYYbz//e/n1ltvBeCwww4b9Jk777yTurq6YSkO5XIZiOwZZ5xxBgC/+c1vaGtr2+E6wjDkQx/6EA899BBHHnkkL730Eu9617u4//77edObRnkGN0FUs4o3bdo04vvV12fMmLFH1yGRvFGY15piXmuKK/bwcYaOTR7KRDe47SpjWTv2VU7zzq6T1tQeucEY65hnHtLK/Ss7mG6bey19ZFdxHIcPfvCD/P73v0dRFG688cYdRoVOBqRAnmRU/cejZTHff//9dHV18Y53vGNU3yrAPffcU6uGjpczzjhjrwpkAF3Xefe738273/3uQa8vW7astqah9PX1jXpu5XK59l5VNI+FEIIPf/jD/PrXv+bkk0/mnnvu4e677+biiy/mrLPO4oEHHhgxfm2iqEbYVW01Q6m+PprXXCKR7J9UxybvqCo9kdPqxuN13hmGpkqMftzXx2S1iWRfpI/sCrlcjgsuuIAHHngAwzD41a9+Nezf28mKFMiTjKogGskPGoYh1157LQCf//znx9zPwCERrzfa29v5wx/+QGNjIxdeeOGg90YbuLF+/XpmzZq1U4NChBBceeWV3HzzzRx//PHcfffdJJNJ3vOe9+C6Lpdccglve9vbePDBB/fYNLmTTz6ZTCbDmjVrePbZZzn66KMHvf+HP/wBgHPPPXePHF8ikewZdmVa3a5WQfeU13lf5TS/HhiPRWVfX4+uri7e/va3s3z5cpLJJLfddhtnnnnmPl3T3kTGvE0yqhXkRx55ZJDILZfLfPjDH+bxxx+vZf++XvjQhz7E/Pnzue222wa9/sILLwyr8m7atInzzjuPXC7Hd77znT2axfsv//Iv/PSnP2XBggXce++9g6r2H/jAB/jZz37Gtm3bOPPMM1m5cuUeWYNpmnzyk58EIn911XMM0ajpFStWcPrpp49quZFIJPsnQ8cmj8XuNrhVvc6GqjKvNcW0+hgtaZtp9TEObk1hqCr3r+zgiXU9O73vE2Y1cuYhrfhhyCsdOTb3lujIltnUW+Tljhx+GO4XldJ9RdWCcdnJs/j4GXO57ORZLJzTtM/F8YYNGzjllFNYvnw5TU1NPPjgg28ocQyygjypcF2Xl156iZkzZ3L00Ufztre9jTPOOINMJsPf/vY3Ojs7eetb38oPf/jDfbK+u+66i69//euD1gtw4okn1l5bvHjxsLSEjRs38vLLL9Pf3z/o9euvv57bbruNBQsWMGXKFDo7O3nkkUdwHIfFixdzySWX7LFz8X2f1atXc9RRR3HfffdRV1c3bJvLL78c13W56qqr2Lp1K4cccsgO97sr1+iaa67h/vvvZ9myZRx00EGceuqpbNiwgSeeeILm5mZuuumm3ThTiUSyL9iZaXW70+C2p73Or4dKqWQwL774IosWLWLLli0ceOCBLFmyZMyepcmKFMiTiBdeeAHP8zjmmGP43//9Xz772c9y66230t/fz/z587nmmmv42Mc+tkdzeceiq6uLJ554YtjrA1/r6uoa9/7OP/982tvbee6553j00Uepr6/n7LPP5lOf+tSI3uOJRNd1br31VorFIg0NDaNud+WVV3LOOecwffr0ce13V66Rbds8+OCDXHfddfz617/mT3/6Ew0NDVx66aV8/etfH3WIiEQi2X/ZWw1ue8vrPBkmq70RWLZsGe94xzvo7e3lsMMO495772XatGn7eln7BEWMZsqU7BTZbJZMJkN/f/+oDXJ7mv/+7//mIx/5CF//+te55ppr9skaJBKJRLL7dOcdblm2HkNVx2xw68o5+GHIJSfN3CXhetMj6+jJu0yr37EdbVNvccSxx5LJwd13381FF11EqVRi4cKF3HnnnWMWgCY70oM8iaj6j/dkaoJEIpFI9jxDxyYPrWUJIejKOWTLLifNadxlm8Le9DpL9l/+93//l3e+852USiXe/va3c//997+hxTFIi8WkoiqQFyxYsI9XIpFIJJLdZW9Ege0tr7Nk/+WGG27gqquuAqIG85tuumnSTIHdHaRAniSEYciKFStobW1lypQp+3o5EolEItlN9kaD2/40zEOydxFC8OUvf5nrrrsOgE9/+tNcf/31qKo0F4AUyJMGVVXJ5/P7ehkSiUQimWD2ZIObHObxxsT3fa688kp+/vOfA3DdddfxhS98YVKPjt5Z5G2CRCKRSCRvUPaW11my/1Aul3n3u9/Nz3/+c1RV5Wc/+xlXX321FMdDkBVkiUQikUjewLxexh5Ldp/+/n7OO+88HnroISzL4v/+7/+44IIL9vWy9ktkzNsEsT/EvEkkEolEsqt0551BXueYoTG/LSWHeUwSOjo6OPvss3n22WdJpVLccccde3xmwOsZKZAnCCmQJRLJZKU77/BKeyScyn6ArUfCaV6bFE4SyeuBtWvXsmjRItasWUNLSwv33HOPjITdAVIgTxBSIEskkslGGAqeWNfDsjU9ZEseScvA0BS8QJBzPDIxg5PmNHLCrEZUVfoX3+jIG6n9k+eee46zzz6b9vZ2Zs2axZIlS5g7d+6+XtZ+jxTIE4QUyBKJZLLx2Jpu7l/ZQcY2aUyag5p4hBD05F36yy5nHtIqRwi/gZE3UvsvDz/8MOeeey7ZbJYjjzySe+65R0bBjhPZpCeRSCSSYXTnHZat6SFjmyPGfymKQlPKQhA1d0mf6huXJ9b11G6k5rWmhtxI2fTkXe5f2QEgb6T2Irfffjvvfe97cRyHU089lTvuuIO6urp9vazXDVIgSyQSiWQYr7TnyJY85u0g97YpafJyR45XO3LjFshvxEfxQ885CASWruL4IZqmvG6vwd66kRrpOzMlYwEKW/vLb5jv0Xj5xS9+wRVXXEEYhpx77rn89re/JRaL7etlva6QAlkikUgkw1jVHsV97SgbVVEUkpbOqvbcDquDoz2KL5QD7nmxncfW9ky6R/FDzzlh6XRky2zoKZBzAlKWzoyGGK3pGPf0FF5312CibqRGu2ma25pkTWd+0HdG16Lj/unveUBhVlOCmY3xSf092hn+4z/+gy984QsAXHrppfzsZz9D16Xc21nkFZNIJBLJMMp+gKGNT1wYmkrJC3a43RvxUfzQc17XXaA9W6YuZjK1TqPoBLRnHeriJge3pl5312B3b6R2dNOUfdrD8cOoMlz5zqztytOVd2hOWqAodOcdmpImc1pSk/Z7NB7CMOQLX/gC119/PQCf//zn+da3viUHgOwicpKeRCKRSIZh6xpeML4ebi8IiRnamNsMfRQ/9B/t6qP4tG2ybE0P3Xlnl9e+vzD0nAuuz5quPDFdI2kbqIpK0jawDY213QUKbvC6uwa7eyNVvYEwVJV5rSmm1cdoSdtMq48xrS7G1v4yHdkyubKPoijkHa92DVMxk9SA65d3/En5PRoPnudx+eWX18Txt7/9bf793/9diuPdQApkiUQikQxjfluKvOMNGz08FCEEecdnftvYj9irj+Ibk+aY2zUlTdqzZW57ZhM3PbKOHy5dzU2PrGPZ6u7XndgZes4dWYeyF5CwBz+8TVo6JTego78ERNegv+Txakdur695Z9mdG6kd3TR1ZsuoikJdzGBNV5684414DYdeP3h9XcPdpVgscuGFF3LLLbegaRo333wzn/3sZ/f1sl73SIEskUgkkmHMa0uRjhn05N0xt+vOu2RiBgftwIM6nkfxoRCs7cqztivPkpc66Mm7uF5IT97lnhfbuWXZeh5b000Yvj7SSYeec3t/GUvXUBhePbcMjY6cU/t91Y6wv7M7N1I7umlqz5axdJVUzKDkBXRmnRGv4dDrV33t9XINd4fe3l4WLVrEnXfeiW3b/OlPf+KSSy7Z18uaFEiBLJFIJJJhNCUtTprTSH/ZpSvnDBNAQgi6cg7ZsstJcxp3mBownkfx67ryrGrPYWgqdXFj0OP2g1tTGKrK/Ss7eGJdz26f395g6Dl7YYg2StOYpiq4flj7/Xh93fua3bmR2tFNkxcINFVBQcHSNdqz5VGv4dDrB6+fa7irbNmyhdNPP51HH32Uuro67rvvPt7xjnfs62VNGmSTnkQikUhG5IRZjUAUz/VKR66SIKDgBSF5xycTMzjzkNbadmNh6xqF8uhiJe/4rO0uEDM0vFBg6YM9za/H3OWh52yoKq7nj7htEAri5vZz9oKQurgxYWvZU9F61Rup+1d2IIisDUMHynTnXbKVgTIDj7WjmyZD2y56NVXBDcJRr+HQ6wcTfw33J1599VUWLVrE+vXrmTJlCvfeey9HHHHEvl7WpEIKZIlEIpGMiKoqLJzTxEGtKV7tiMRVyQuoixucelDTTonU+W0p7n2xHSHsESuGHf0lyl5Ic8qkM+dwUDo54n52JXd5XzH0nNsyNi9t6UcgBlkEhBA4XsDc5kTt93nH59SDdj+BYW9E6+3qjZSta3RlHXJlL6oOBwJDU2hL27RmYrSlbV7amqPs+nTnygShIGbqdOXKTKuPkbFNLEMbdv1gYq/h/sYzzzzD2WefTVdXFwcddBBLlixh5syZ+3pZk45JK5BvvPFGvv3tb9Pe3s5RRx3F97//fY4//vhRt//e977Hj370IzZu3EhTUxMXXXQR1113HbZt78VVSyQSyf5HU9KiKWntVmTWvLYUj63toSfvjjhQouo3LTgBMUOjJT2y+N2Z3OU9wc5UYoeec2vaYm2XRqHsk7S3Vzbzjk/M1GjNxCrHGJ+vezzsTLTeQa2pXaoy78qNVBgKgjBk+YZe4paGrWs1m8SLW7Ks7S7QlrYpOC5b+0uUvIApabvW5Lexp0TC8mhKmli6Ouj6TfQ13J/461//yvnnn08ul2PBggX85S9/oaWlZV8va1IyKQXyb3/7W6666ip+/OMfc8IJJ/C9732Ps846i5dffnnEL9Kvf/1rrr76am666SZOOukkXnnlFS699FIUReG73/3uPjgDiUQimVzs6FG8F4SUvQBNUzikLU3SGv3R+L7wlu5KJXakc57TnGRlexZRhoSlUXACyl7A/LYUCVOr+bqH2hF2hfFOuQuF4LdPvUZT0sILwl2uMu/MjdQT63pY110gZqokjCiyrYoQgoLjs2JzH/myh+MLYrpKW8bGNnQEgi19JVw/YOO2Imlb58TZjSQtfUxLx+udP/7xj1x88cW4rsub3/xm/vSnP5FOp/f1siYtk1Igf/e73+UjH/kIl112GQA//vGPueuuu7jpppu4+uqrh22/bNkyTj75ZC6++GIAZs6cyfve9z6eeOKJvbpuiUQimcyM9Si+t+AhEBw+rZ5ZTYkx97MvvKW7OuRk6DknLJ22tM36ngKb+qJJegc2xDB1lZc7cjvl694R451yly17vNyew5imcvT0uj0+wKUq3NvSMeKmzsr2LJQ9kraOgoKiKBi6StEJ8EPIxHRipkFX3sEPyhTdgKIbUPKCyrYKigKbeos77Y1/vfCTn/yEj33sYwgheNe73sUvf/lL+YR7DzPpBLLruixfvpwvfvGLtddUVeXMM8/kscceG/EzJ510Er/85S958sknOf7441m7di133303H/zgB/fWsiUSiWTSM9aj+EWHtfJqZ55ZTYkxo+D2hbd0YCU253j87dUuNm4r4Iegq3BgQ4KjD6yrDacYaCkY6ZyTts6spgS2rlL2Q1RVIWZEdoaJbD4cT7Re3vFZ110gaes1wTmQPdEcOVC4VyPe1nTl6cxGEW6qqtCdcyi4PrqqMrspSX3C5KUtWfpKHiqQsg0aEiauH0YDWDrznDqveae98fs7Qgi++c1vsnjxYgA++tGPcuONN6JpYw/mkew+k04gd3d3EwQBra2tg15vbW1l1apVI37m4osvpru7m1NOOQUhBL7vc+WVV/KlL31p1OM4joPjbM9czGazE3MCEolEMskZ6VF8d97hlmXrR/Uob99u73tLX2nP0Zt3eLkjxyudeVw/xNBUFEXBCwQvbOnnlc4c81qSHFwRwkMF2kT4uHeW8UTrVZsjk5aOG4SjbjeRzZFDhfvs5iQtaSvKOc6WcYMQPwyZmokRt3R6ix5Zx6cpaTGjKTG4wRHB1t4SJS/kkCnpSTVaOgxDPvWpT/H9738fgMWLF/PVr35VTsfbS8gcZGDp0qX827/9Gz/84Q955plnuPXWW7nrrrv4+te/PupnrrvuOjKZTO2/6dOn78UVSyQSyeRionOXJ5JV7Tn+/lofL27NoSoK9XGTtG2QsnTStkF93ERVFF7cmuOZ1/r2m+EU45lyV22ODAWY2uiSYCIHb4wk3JOWwezmJCfNaeKMeS0c0BCnMWmhKgqduXJtPPewISsoJGMGmqZMqtHSruvygQ98oCaO/+u//ouvfe1rUhzvRSZdBbmpqQlN0+jo6Bj0ekdHB21tbSN+ZvHixXzwgx/kiiuuAOCII46gUCjwT//0T3z5y19GVYf/pfHFL36Rq666qvb7bDYrRbJEIpHsBhOZuzyRvNqRY8O2IpaukjCH/7OpKgoJU0cIn43biryynwjkHUXrQTSMQ1Wh6AajRutVmajmyB1lYsP2zOhs2SMUYth47oEEoaAuZtRGS09Ec+OeyIweL/l8nne9610sWbIEXde55ZZbaj1Skr3HpBPIpmly7LHH8sADD3D++ecD0WOKBx54gE9+8pMjfqZYLA4TwVV/z2jjMy3LwrImh8dJIpFI9gcmMnd5IlnVnsULQtK2QRAKvCDACwQCUIgGWhiaRtzU6Cn4vNK+f1juRovWyzs+Hf0l2rNlNvQUKLoBjQmThDW2JBitOXJnBeWUjMXja7tZ153HFwJDjRIqWtNWLb2kLWPz4uY++osudbGocuz4AdmSR7bsEYTRlL2UpeMEIXObE1iGtlvxf3sjM3pHdHd3c8455/Dkk08Sj8e59dZbOeuss/bIsSRjM+kEMsBVV13FJZdcwnHHHcfxxx/P9773PQqFQi3V4kMf+hDTpk3juuuuA+Dcc8/lu9/9LscccwwnnHACq1evZvHixZx77rnSCC+RSCR7mX3h1x2L7ryDArh+gOMLQiFQlOhhfwj4XojjCyw9eq1zP3nMPzRmriFhsL67wNruAmUvxKyst+j6JC2NFZv6mNOcHLFRcqTmyJ0VlNXtn97QS3u/g22opGwD1/N5cUs/a7u02vFb0xYvbIZARA15Xbky3XkHLxDoqoKqKvheyLZCEV1VKbkBCUvfrQr3riaVTBQbN27krLPOYtWqVTQ0NHD33XdzwgknTPhxJONjUgrk9773vXR1dXHttdfS3t7O0UcfzT333FNr3Nu4ceOgivE111yDoihcc801bN68mebmZs4991y++c1v7qtTkEgkEsl+QySUim6IpiroqjJEPEEoovcHbr8/MNC28rdXuujIOsQsDVNTcfyQxqSFbeo0JqIq7cpK9Xt282C7xUjNkTsrKAduf9zMel6uWFEyMYOMYlAo+1FGtBCkYyYNCYv+okdX3sELQkxdI2VrKCjR9DwRYukqdTGDDduK5F2fYw6s36XrNN7M6D016nzlypUsWrSITZs2ccABB7BkyRIOOeSQCdu/ZOdRxGgeAslOkc1myWQy9Pf3y+BuiUQimUS89TsPsqm3hKYo6Ko64uP1MBT4YUggBNPr49z/mTP2/kLH4JWOHD9auobeooupq5iaSlvapiVt0dFfZlV7DrsytlkAC+c0krSMYYM3qpXTauqIoapjpo505Rz8MOTco6by5+e21LYPhWBdV75Wzbb06LrmSh6OH3D8rEbefHAzT67r4f+e2oSpq8QNDVVRCIXACwWmptKUNGlKWuQcn+6cw8ffPIezD5+y09dn2epu7n2xfZjQH4oQgpc7crz98LYJqyI/8cQT/MM//APbtm1j/vz53HvvvRx44IETsm/JrjMpK8gSiUQikUwUM+rjbNxWImGqeAH4YRgNtAAEECJQUbANlZwTMLMhtqNd7nW6cw5pW+e4GfXDBGC8OZICa7sLlLyAvOPzcnuO1rQ9anPkeIeQVOPhHnq5c9D2qqIwpyVFayZGR3+JjpyD64e0pC1cP+S4mfWcfFAz2bJHU8LE0hX8EAIhMBSV5phB2jawKqOnEQIQZMsey1Z373SD3Xgyo2HiR53fe++9XHjhhRSLRY4//njuuusumpr2D2vRGx0pkCUSiUQiGYPpTQmsDb2EQNLW8YMQLwgRRFmptqahayol18fUVQ5oHHsSIExcUsJ49zOWABwqVld15Ogrehw+LTNqc+TOCsqnN/Qyt3l4dTZp6SRbUsxp2S60N/UW2dpfBmBrv8O8thRdeQdb12rT9qoIBPmyT9kPSFo6dz63lVlNiZ1usBtPZnSViUrz+L//+z8uueQSPM9j0aJF/PGPfySZHDtJRLL3kAJZIpFIJJIxaE3bzG5M8P/Zu/P4KOrzgeOfmdkz2d0EcgJegCBUq9YLBUHrAd7iVbUe1Ltqq61Wq61Hbe3Paq1WW622SsVqPapVUBAQTy6vaq0ih4T7yCa7kOyR3dnZmfn9sUkkkHOzySbwvF8vXspmdubZHOSZ7z7f51kZioOdptDtwO34ZgO3jU1cT5MybYaXFlIeaHsEcK46JXT1PJ1JAJuSVZ/Hidupcsm4oW0e2+WEMpVdAppMm+xZUkCpz73DtD3TstHTJl6nRrHXyab6JIWqktUGu860nmuSi1Hnf/7zn7nuuuuwbZvzzjuPadOm4XK5unVOkVuSIAshhBDt8Dg0xu5ditel8VV1hJqIjqrS3MXCtsDjUvn24AAH7jEAr7Pt7ke56pTQ1fN0JQGMJFKYcZi6YHWbq9JdTSi9ro6Hlmx7fFMC2nSd1qbtFbg0RgR8FLo1/rehHqemMqDAldW47M70jIbujzq3bZs777yzeRDZj370Ix566KFW5y2I/JKviBBCCNGOUZV+GlJp9h1SxN7lfgYUunComVHTTlVlQKGLvcv97DukiIZUmlGVrdflbt8poa1ELuBxtTsVLpvzjKr0E9ONNnv7QyZ5q6qJ8p+1W6muTxCOpUgZFuFYitlLqpm2aA2Lq0JYlt2p8zWdM6anOWTPAW0eH9PTVNVEWbiylneXB/l49RbSprVD3E3T9vbfrYjdBxRg27BuawMfVIWprk9iWhaV7azel/pczcNEtjey0k/A6yQcS7X7eroz6tw0Ta6++urm5Piuu+7i4YcfluS4j5IVZCGEEKIdIyv9vPjJetaFGygpdLHHgILtVmwzJRafratjz5KCNpOnrm5sa2sqXDbnaWtoyLZWh+J8ur4Or8vBwXsNxO/5poxg+1XpzpwPvkkoj9qnnNc+39Ti+NY6WSQNExubFTUxpi1aw76DA/g9DsKxFCU+F6tDcapqYyQNE7dDQ1MVwvEUkUQar1sjYZjYjX2qt9feBrvte0aX+lw7fI237ebR1RZvuq5z4YUX8tJLL6EoCo8++ig//OEPu3QO0bskQRZCCCE6oCgKKJmuFTu0Od7m8fbens9Vp4Rsz9NeAhhNpvhiYx2KDfsNDrRIjpvOtX2ZQlcSypGtHL+6Nsay6ihep0aZ30VcN9E0hf2GDKDM7+br6igfr96C16U11zAnDJNir4vygKe5H7INuJ0qJYUu1oTjeJ3aDn2cm7S3wa6nRp1Ho1EmT57M22+/jcvl4tlnn+Xss8/u0jlE75MEWQghhGjHiuoofo+D7+xezKpQvM2NYgftXkzKtNtc+c1Vp4Rsz9NeAriyJkoilWmvNrSN5BJarkp3NaHc9vjPN9SxqjaeOd6yqYnqeJ0aoyr8WLbNB6vCJI1MX+mYnsbncbBkYwQFMAIWpu3GskE3TBRgYKGL3QcWEEumqaqNUb7N2OpttbfBridGndfU1HDSSSfxn//8B5/Px6uvvsqxxx7bpXOI/JAEWQghRNZy1a6sL1tWHcXvdjJkgJeKIk+rG8WaErINWxvaXPnNVaeEbM/TXgIYTRoMKS5g7/L2yza2X5XuSkK57fVf+XQDq0Nx/J5MR5Cmz2GwPsnyxlXlcr8bFAhGkngcGrsN8GDbCnWJFA5NZVCxl73LCkkYJqtDDWBn2vAFI0lqIjq+spafv85usMvVqPM1a9YwadIkVqxYQWlpKW+88QaHHHJIt84peo8kyEIIIbosV+3K8qmzyf22K7Y+txNfmTOrt/A76pQQ0w2CEZ3NdQk21yfZb0iARStDO8TT3Y4LrSWAj767kpRhbX+KTr3GriaUpT43mqpy2F4lDBnwzVCVmJ5mVShTIuHbpsTD7dBYG45T7vdQXOBiYNKFZdvsv1sxPreDmJ5mc32SuJ7OtKhzaFRHkp0al91TvvzySyZNmsSmTZvYc889mTt3LiNHjuzx64rckQRZCCFEl+WqXVk+dDW5z9XKb1sb22zbbrH5zLRsnJqKQ1Vbjae188T0NMH6BNWRJIZp49QycRcXdi4h7O0+wK2ViQTrEyQNK7NyvA1NVTBMG01tuknJrBIH6xOZvs1uB8NKC1lWHc0Mb1EgZX6T7Hd3g11XLVy4kFNOOYW6ujr23Xdf5syZw5AhQ3r0miL3pLeIEEKILslVu7J8aUrunarKyAo/QwZ4KQ94GDLAyz4VfpyqyrylQT5cHQbockuzttq8NXVKqE+mqI3qzedbHYqztDqCCnhdDpyayreHBBhR4W81nm3PUxNJsrImyuKqEF9tjhLXTdKWRU1U56vqCFvimbZmltV+7Ll6jZ3lcezYF7k6ksTtUHf4fsrcMGTqvSHz/eV2agSj33xfDS3zMaoyU78ciuo06CbBSJINWxtYHoyStqysNth11axZszj++OOpq6tj7NixvP/++5Ic91OSIAshhOiSpjZjJb72J3+113c2X7JJ7nPZI3fM0BKOG11B2rJYEYzydU2U/22owzAs4qlMi7JRlf7mjXJt3Ww0nWdNOM7iqjBxPY3HqWIDDanM2OWxw0rYq6SgRXLdlt7oA7yt1hLybVeJm9hkNkHuWVKIns60gIPMqnIq/c0qcdO47MOHlVBZ5GFYWSFup0qZ382J+1UyZexeHDG8tEfLff7xj39w2mmnkUgkOOmkk3jzzTcZOHBgj11P9CwpsRBCCNEluWpXlg/Z9BDuqEVaV97C336j3BtfVGNYNoOLPFQGPFQUefG5d/zVvH1vZFVVmjfBOYdkaoJTpoVLU1tsGsxQ2pwg9835e7YP8PZaKxNxai2TXoBYMo3XqTGyws//NtQRT2bqjE3LpsC148TCpGExalCAKWP36tVNog8++CA33HADABdddBFPPvkkTmf3ylBEfkmCLIQQokty1a4sF7raRSPb5D7XPXKbNrYt3RzF73G22KzWmXggk+wbpsWBuxe3+3o6GjzSpKf6ALce044JeWXAw1ebo5lVZSWTHCfTJqMrA1QEPAwv87G0OoKVsNENk73LCpvP19t1xtte9xe/+AW/+93vAPjpT3/K/fffL9PxdgKSIAshhOiS3t7Q1Zpsu2hkm9z3RI/c7sQDuV/J76nX2JbtE3JVydQZb6pPoKkKXqfG6MoAQ0sziXDTf7/YWEciZWHZmRZwPZHAd0Y6neaqq65i6tSpAPzud7/j5ptv7vDrIfoHSZCFEEJ0SXfbjOVCtl00upvc56pHbi7i6amV/Fy/xra0lpA3GGnWhBvYrdjLiAoffk/LOne/x8nwMh/DSgvRGl9TTyXw7UkkEpx//vlMnz4dVVX561//ymWXXdYr1xa9QxJkIYQQXdJWu7Lt9VTf2e032m2vtbHITYlTX0jut9WdePrCSn6T7gyM2TYh3/adgU11SXxuc4cyj1MPGJzX/tr19fWcdtppvP/++7jdbp5//nkmT56cl1hEz5EiGSGEEF3SVruyJrZtUxvViSRTjB1ekvNVve500ejtbg0d6U48vd2arTWWZbO4KsS0RWuYs6SacCxFyrAIx1LMXlLNtEVrWFwV6rDNXJOmVeUpY/fihP0qKfW7er0bRXuqq6s56qijeP/99wkEAsyZM0eS452UrCALIYTost7c0LW97tTe9na3ho50J558r+RDzw2M6a0yj66oqqpi4sSJrFq1ioqKCmbPns2BBx6Y77BED5EEWQghRJf19oaubXW39jafyX1rso0n38l+d0pd+pv//ve/nHDCCQSDQYYNG8bcuXMZPnx4vsMSPUgSZCGE6CXdqdPsq/Kx0tfd2tt8Jvet6U48+Uz2s+kp3R+/z9977z1OO+00IpEIBxxwALNnz6aysjLfYYkeptgdFS+JTolEIhQVFVFfX08gEMh3OEKIPqStlmSGaRPVDYq8zlZbkonWLVoZYs6S6h3e0t+ebdssD0Y5cb/KHkngVwSjvLushv+s20oiZeJ1aRy8xwCOHlXeYdKYa6GY3iK59jozN189mexPXbCacCzVYQ9ngA1bGyjzu7lk3NAeiaWnvPrqq5x33nnous6ECROYMWMGRUVF+Q5L9AJZQRZCiB7WXp1mNOng6+ooD837mr1KNzKyIpCTVeX+slqdTZz5rr1Npy2eWrSaOV8FiSTT+FwaTk0lrqd5+bONvLk0yKRvVfCDsUNxOHpnL3w+VvL70sCYnjB16lSuuOIKLMvi9NNP5/nnn8fj8eQ7LNFLJEEWQoge1FadpmXbrK6NsSoUJ2lYmLbNqto4XpeDNeF4m4MuOpLtAI3e1p048117+9Si1bzy340EPE72qfChKt8kwZZtURvVeeW/GwG4fMLOW6fal9rM5ZJt29x3333ccsstAFx66aU8/vjjOBySMu1K5KsthBA9qK06zdW1MZZVR/E6Ncr9blAyU8E0RWHvCl/Wu/97qqtArnU3znzV3q4IRpnzVZCAx0lFYMfSAlVRqQh4sW2Y81WQCfv0frlFb+lrPaVzwbIsbrrpJh544AEAbrnlFv7v//5PpuPtgqQPshBC9KDWWpLF9DSrQnG8Tg2fJ/MxBQW3Q6M6kmze/R/wuFhUFSYU0zt1re1Xq7f/pZ7teXMtF3Hmq1/uu8tqiCTTlLVT2gFQHnATSaZ5f3lNTq/fl/S1ntLdZRgGP/jBD5qT4z/84Q/cc889khzvomQFWQghelBrdZrB+gRJw8qsHG9DUxVSptX8967u/u8vXQVyGWdv197+Z91WfC6tRVlFa1RFpdCl8cnarVzeK5H1vnyXuuRSQ0MD55xzDrNmzULTNP7+979z0UUX5TsskUeygiyEED3I49AwzJbNgqojSdwOdYeVKdOycWnf/LO87aCLzshmgEY+9Jc4W5NImTi1zv3qdGoqDan+tTGtq8YMLeG40RWkLYsVwSgbtyYIRpJs2NrA8mCUtGX1ak/pbGzZsoXjjz+eWbNm4fV6mT59uiTHQlaQhRCiJ7VWp2mYNtp2b/3b2OhpkxEBX4vHu7L7v790FegvcbbG69KI6+lOHWuYFgP6yca0bPW1ntJdtXHjRiZNmsSSJUsoLi7m9ddfZ9y4cfkOS/QBkiALIUQPaq0lmVNTSKWtFsfFkunMhr1Ay2SiK7v/+0tXgf4SZ2sO3mMAL3+2Ecu22i2zsGyLeMrkkD0H9GJ0+dMXR0N3ZMWKFRx//PGsW7eOwYMHM3v2bL797W/nOyzRR0iJhRBC9KCmOs36ZIraqI5t21QGPOhpC9u2sbGJJg2SaZPhZT587m+Swabd/6MqO7e5aVSln5hu0NH8p66eN9f6S5ytOXpUOQGPg9po+xscayI6AY+DCfuU91Jkois++eQTxo0bx7p16xgxYgQLFy6U5Fi0ICvIQgjRw7ZvSaYqCqZls6k+gaYqeJ0aoysDDC0tbPG8ru7+z/cAjc7qL3G2ZmSFn0nfquCV/27EtjPdKrbvg1wT0YnqBmccOCQvLd76y5CYfHnrrbeYPHkysViMgw8+mFmzZlFeLjcyoiVJkIUQooe1VqfZYKRZE25gt2IvIyp8+D2u5uOz3f3fX7oK9Jc42/KDsZlxyXO+CrI8GMPn0nBoKoaZKasIeBycceCQ5uN6S38ZEpNPL730EhdccAGpVIpjjjmGV199Fb+/79yAib5DsTt6j0t0SiQSoaioiPr6egKBQL7DEUL0ca0lM9sPusjVJL1cnDfX+kuc7VkRjPL+8ho+WbuVhpRJgUvjkD0H5G04yOKqUPPwlZJWbjrCsRT1jTcd/alWOFcee+wxrrnmGmzb5uyzz+aZZ57B7e5bN1+i75AEOUckQRZCZCMU01vs/vc6M2+Hd3f3f0+dN9f6S5x9XSimM23RGpyq2m7ZSm1UJ21ZTBm71y7z+bVtm7vvvps77rgDgKuuuopHHnkETdPyHJnoyyRBzhFJkIUQQuTLopUh5iyp3mFs9/Zs22Z5MMqJ+1XuEqvIlmVx/fXX8+c//xmAO+64g1/96lcyHU90SLpYCCGEEP1cfx6+0lNSqRQXXnghf/7zn1EUhT/96U/cddddkhyLTpFNekIIIUQ/15XhK4ZpsWxzhKkLVu+0XS5isRhnnXUWc+fOxeFw8PTTT3P++efnOyzRj0iCLIQQQvRTTS3dPl9fR32DQYnPRWXAQ0WRF5+75a94y7ZZXRvjvxvqUBWFUp9np+xyEQqFOPnkk/noo48oKCjg3//+N5MmTcp3WKKf6XaCvHLlSv74xz/y1ltvsX79epLJJOn0N2M46+rqePjhh1EUhVtuuQWns+9MRBJCCCH6o+27gHicGtVGkpieZsmmCKtCcYaVFjK0zIfaWFKwujbGsuooadPmkD2LGTLA23w+2/YQjqWYtzQI0G/rk9etW8ekSZNYtmwZAwcOZNasWYwZMybfYYl+qFsJ8osvvsgll1xCMplsnoi0fW1PcXEx77zzDu+//z6jR4/m7LPP7s4lhRBCiF3eh6vDzS3dRlb4iafSRBIGmqJQHHAR19PNdcbDy/3E9DSrQnEs22ZgoYuKIk+L8ymKQqnfjU1moE1/7CKydOlSJk6cyIYNG9htt92YO3cuo0ePzndYop/KepPel19+yUUXXUQikeCHP/wh8+fPp7S09TvOK6+8Etu2ee2117IOVAghhBCZsopFVWGKPC5K/e7GjXdOhpf5SKRNYnqaQo8Dj1NjVShOTE9TXZdgSzyForDDSPNtlfpc1CcMvg72r018H374IUceeSQbNmxg1KhRLFq0SJJj0S1ZryDfd999GIbBTTfdxL333gvQZk/BY489FoCPP/4428sJIYQQAlhRHSWSMHYYRtI0qryqNkZNJIlLU9maMPhyYx2b65I4NYVvDSraYaT5trbtctFfyizmzJnDmWeeSUNDA4cddhizZs2ipKQk32GJfi7rBPndd99FURR+9rOfdXhseXk5Pp+P9evXZ3s5IYQQQtB2SzdFURhW5qM84KYmolMdSZI0LVJpi+HlhQS8TvYq8XV4fqemkjDMngo/p5577jkuvvhi0uk0EydO5OWXX8bn6/g1CtGRrBPkYDCI3++nrKysU8c7nU7i8Xi2lxNCCCEEHbd087md+MqcDCvzEYwkcTtVPA6NcCzVqfMbpkVxQe9vqG/qyLGsOtqp9nMPP/ww119/PQDnnXce06ZNw+Vy9XbYYieVdYIcCASoq6vDMIwOO1PU1dVRV1fHoEGDsr2cEEIIIQCPQyOe7NwKb1Oyu0+FnzlLqrFtT4eT9mJ6mvEjeq+8YvuOHD63s932c7Ztc8cdd3D33XcD8KMf/YiHHnqILQ0GK9aFOp1gC9GerDfp7b///liWxQcffNDhsc888wy2bUurFSGEEKKbRlX6ielGc/eotjQlu01JYsDr7HAVORRLUeR1MmK7+uae1NSRw6mqjKzwM2SAl/KAhyEDvOxT4cepqsxbGuTD1WFM0+Tqq69uTo5//etf88c/PsSHq7cwbdEa5iypJhxLkTIswrEUs5dUM23RGhZXhbCs9j9fQmwr6wT5oosuwrZtbr31VpLJZJvHLViwgFtvvRVFUfjBD36Q7eWEEEIIAVklu6U+N2OHl1CfTFEb1XdIrm3bpjaqE0mmGDu8pNdWXFvryLGtpvZzAY+L95duZvJZ5/D444+jKAp/+ctfuP322/lozZZOJ9hCdFbWJRZTpkxh2rRpvPfee4wdO5arrroKwzAAeOedd1i7di1vvPEGr7zyCul0mlNPPZVTTz01Z4ELIYQQu6KmZHfe0iA2mdZs2yaWtm0TiqWIJFMcN7qiOdkdMzTT2WFRVZgVwcxGP4emYJgWMT1NkdfJcaMrmo/rDW115NhegaLzx19cwZovPsTlcvHss89y9tln75Bgb29n6O8s8kOxO3qPph2RSIQLL7yQ119/vdWapqZTT548mX/84x8UFrbdWqa/i0QiFBUVUV9fTyAQyHc4QgghdmKt1e1un+y2NTY6FNP5OpjZDJcwTLzOTK1uPpLHqQtWE46lWkz12179lhD3/XQKa5Z/idtbyMzXpje3j120MsScJdWMrPB3WFu9PBjlxP0q+037OpFf3ZqkFwgEmDFjBm+++SbTpk3jgw8+YPPmzViWRUVFBYcffjg/+MEPOOGEE3IVrxBCCLHLU1WFI4aXMqLC3yLZLS5wMn5EabvJbqnPTanP3ScSxY46ctRsWsfvrruI4IY1+IoGcu29TzYnx9B2y7vt9cf+ziK/upUgNzn++OM5/vjjc3EqIYQQQnRSX0p2s9FeR451K5dx708uoi5UQ2nlbvzgN39ln9GjWhzTUYK9rf7U31nkX9ab9IQQQgghuqOtjhzL//sxv7n6HOpCNew2fB/u/OvLeMt2Z1Rly1plj0PDMDtXKWqYFl5n6xN/hdheTlaQhRBCCCG6amSln8WrwoRjqeZNdp8ueIuHf3k1hq4zcv9D+Nn9U2lQPBRZ1g7t50ZV9k5/564OMRH9X7cT5C+++IJXXnmFJUuWNA8OaYuiKLz11lvdvaQQQgghekBvJ4Lbd+T46r0ZPHHPz7FMkwPHHcOP736EaFrboSNHk9YS7NZfV3b9nbs6xETsPLLuYpFOp7nmmmt48sknATpsWA6ZBNk0d876H+liIYQQor9qKxE0TJuobrTbFSNX1/6/393H60/8HoBDjpvMmdf/moSpdHjtxVUh5i0NEvC4Omx519Va7aZzF3lclLRy7nAsRX2W5xZ9W9YryPfccw9PPPEEAMceeyzHHnss5eXlaJrU9wghhBD9SdM0uyKPa4eWabbtIRxLMW9pECDniaCiwKt//X1zcjzpvMs55YqbKHQ7O9V+rqf6O0uP5V1b1gny3//+dxRF4d577+VnP/tZLmMSQgghRC/JZyKYTqe58sor+fvf/w7Afffdx0033dSlc3Sn5V17OjvEpNTnYnkwytfBqCTIO5GsE+TNmzfjcDi47rrrchmPEEIIIXpRvhLBRCLBeeedx4wZM1BVlSeeeIJLLrkk6/PluuWd9FjetWWdIA8ZMoTa2lpcLlcu4xFCCCFEL8pHIlhXV8dpp53G/Pnz8Xg8vPDCC5x22mndOifkdpOh9FjetWWdIJ911lncf//9fPzxxxx66KG5jEkIIYQQvaQnE8HWEtZSNc4vrvo+S778gkAgwGuvvcaECROyDR/omW4T7Q0x2Z5hWhQXOLvzEkQfk3WCfOutt/L6669z6aWXMnPmTPbYY49cxiWEEGIb0odV9JSeSATbSljXrVrNz35xKVuDGxhYWsa8uXP5zncO7OYr6JlNhr3VY1n0TVknyMXFxbz77rtcddVVjBw5ku9973vst99+VFZWtvu8iy++ONtLCiHELkf6sIqe1hOJYGsJ65oVS3jspinUb6mldPAeXHjX4yQDu3U7/p7aZNjTPZZF39atQSHLly9n/fr1pFIpnn322U49RxJkIYTovHy23xK7hlwngq0lrF/9ZzEP3HwFiXiUPUd+i5sfnIbhKspJV4ye2mS4/RCTjnosyzs5O5esE+RFixZx/PHHk0qlUBSFESNGSB9kIYTIIenDKnpDrhPB7RPWj9+dzSN3XIeR0hn9ncO54fd/o8AXwLbtnHTF6MlNhj3VY1n0fVknyLfffju6rjNhwgSeffZZhgwZksu4hBBilyd9WEVvyWUiuG3C+s7053jy3l9gWxaHHDWJa3/9MC63B8hdV4ye3GTYUz2WRd+XdYL8ySefoCiKJMdCCNFDpA+r6C25TASTaROHCjOefpQXHr0XgKNPPZdLf/5/aI6WaUcu2qP1RreJXPdYFn1f1gmyy+UiEAhIciyEED1E+rCK3paLRNClKjz/2D3Mf2UaAKdNuZbv/fCmVm/0ctEeTbpNiJ6gZvvEMWPGEI1G2bJlSy7jEUII0cjj0DBMu1PHGqaF1yl7QER+GYbBSw/c2pwcX3j97Zx79c2tJq5NCeuoyu51fxhZ6SfgdRKOpdo9TrpNiK7IOkG+7bbb0DSN22+/PZfxCCGEaDSq0k9MN7Dt9pPkXCUaQnRHPB7n9NNPZ870f6GqGhfefB8nnn95m8fnKmFt2mRYn0xRG9V3+HmxbZvaqE4kmWLs8BKpGRadknWCfPjhh/Ovf/2Lf/7zn5xwwgm89dZbBIPBXMYmhBC7NFkZE/3Fli1bOP7443njjTfwer3c+/jTjBx/Uq8lrGOGlnDc6ArSlsWKYJSNWxMEI0k2bG1geTBK2rKk24ToEsXuaGmiDdm0c1MUhXQ6nc3l+rxIJEJRURH19fUEAoF8hyOE2Eksrgoxb2mQgMfVYfst2UAk8mHjxo1MmjSJJUuWUFxczMyZMzn88CN2GHCzfVeMnhhwE4rpLTYZep2ZiZPSbUJ0VdYJsqpmt/hsWVZWz+vrJEEWQvSE1ibp9UaiIURnLF++nIkTJ7Ju3ToGDx7MnDlz2G+//Zo/Lgmr6K+yTpDXrl2b1QX33HPPrJ7X10mCLIToSZJoiL7mk08+4cQTTyQUCjFixAjmzp3LXnvtle+whMiJrBNk0ZIkyEIIIXYV8+bN44wzziAWi3HwwQcza9YsysvL8x2WEDmT9SY9IYQQQux6/vWvf3HSSScRi8U49thjeeeddyQ5FjsdSZCFEEII0Sl/+ctfOPfcczEMg7PPPpuZM2fi90v3FLHz6dQkvV//+tcAlJaWcs0117R4rKvuuOOOrJ4nhBBCiPywbZvf/OY33HnnnQD88Ic/5M9//nNWHa2E6A86VYOsqiqKorDPPvvw1VdftXiss2zbRlEUTHPnHIUqNchCiP4kFNNZUZ3Z9JdMm3gcmU1/Iytl059oybIsrrvuOh555BEA7rzzTu68884u5QBC9DedWkG++OKLURSFQYMG7fCYEEKI/qO1tnFOTSGeNJm9pJrFq8LSNk40S6VSXHzxxbzwwgsoisLDDz/Mj370o3yHJUSPky4WOSIryEKI/qBp8EiRx0VJK4NHwrEU9TJ4RACxWIwzzzyTN998E6fTydNPP815552X77CE6BWdWkEWQgjR/4ViOouqwhR5XJT6dyyjUBSFUr8bG1hUFZYey7uwUCjEySefzEcffURhYSH//ve/mThxYr7DEqLXZN3F4te//jUPPPBAp49/+OGHs97YJ4QQovtWVEeJJAxKfK52jyv1uahPGHwdjPZSZKIvWbduHUceeSQfffQRJSUlvP3225Ici11Ot0ZNV1ZWsmnTpk4dP3ToUNatWyeb9IQQIk+mLlhNOJZiyABvh8du2NpAmd/NJeOG9kJkoq/46quvmDRpEhs2bGD33Xdn7ty5jBo1Kt9hCdHrpA+yEELsIpJpE6fWuY13Tk0lYeycCxqidR988AHjx49nw4YNjB49moULF0pyLHZZvZYgh0IhCgoKeutyQgghtuNxaBhm5940NEwLr1N63O4qZs+ezbHHHsuWLVsYM2YM8+fPZ/fdd893WELkTY8nyPX19fzxj38kHo+z99579/Tlmj3yyCPstddeeDwexowZw0cffdTu8XV1dVx77bUMGjQIt9vNyJEjmTVrVi9FK4QQPW9UpZ+YbtBRZZ1t28T0NKMqZULaruCf//wnp556Kg0NDUyaNIm33nqLkpKSfIclRF51OkG+66670DSt+Q9AMBhs8VhrfwYOHMiNN96IoihccMEFPfZCtvXCCy9www03cOedd/Lpp59ywAEHMGnSJGpqalo9PpVKcfzxx7NmzRpeeuklli9fzt/+9jeGDBnSK/EKIURvGFnpJ+B1Eo6l2j0uFEtR5HUyokIS5J3dww8/zAUXXEA6neb73/8+M2bMoLCwMN9hCZF3XWrztu2qg6IoHa5CNBk8eDCXX345N954Y9eiy9IDDzzAFVdcwSWXXALAY489xsyZM5k6dSq33HLLDsdPnTqVLVu2sGjRIpxOJwB77bVXr8QqhBC9pdTnZuzwEuYtDWKT6VaxfR/kUCxFpLEPsrR423nZts0dd9zB3XffDcB1113Hgw8+iKrK1iQhoAtdLOrr66mrqwMyP1jDhg2jrKys3dIFVVUJBAIUFRXlJNjOSKVSFBQU8NJLLzF58uTmx6dMmUJdXR3Tp0/f4TknnXQSAwcOpKCggOnTp1NWVsb3v/99fv7zn3d6zrx0sRBC9AetTdJzaAqGaRHT0xR5nTJJbydnmibXXHMNf/3rXwG4++67+cUvfiHTcYXYRqdXkIuKilokuhdffDHFxcXsueeePRJYtkKhEKZpUlFR0eLxiooKli1b1upzVq1axdtvv80FF1zArFmzWLlyJddccw2GYXDnnXe2+hxd19F1vfnvkUgkdy9CCCF6iKoqHDG8lBEVfr4ORllWHSVhmBQXOBk/olSGg+zkkskkF1xwAf/+979RVZW//OUvXHnllfkOS4g+J+tJek899VQOw8gvy7IoLy/nr3/9K5qmcfDBB7Nx40Z+//vft5kg33PPPdx11129HKkQQuRGqc9Nqc8t46R3IZFIhMmTJ/POO+/gcrn45z//yVlnnZXvsITok3I2anrJkiV89tln1NbWAlBWVsZ3vvMd9t1331xdolNKS0vRNI1gMNji8WAwSGVlZavPGTRoEE6ns0U5xejRo6muriaVSuFy7Th16tZbb+WGG25o/nskEpGWOEIIIfqkYDDISSedxKefforf7+fp5/9F+ciDmbpgNcm0icehMarSz8hKeQdBCMhBgvzyyy9z++23s3z58lY/PmrUKH7zm99w5plndvdSneJyuTj44IN56623mmuQLcvirbfe4kc/+lGrzxk3bhz//Oc/sSyreYPCihUrGDRoUKvJMYDb7cbtln9EhBBC9G2rV69m4sSJrFy5krKyMu7723NUOXbjsyXV+NxOnJpCPGkye0k1i1eFpQZdCLrZB/n222/ne9/7HsuWLcO2bYqLiznggAM44IADKC4uxrZtli5dyjnnnMMdd9yRq5g7dMMNN/C3v/2NadOmsXTpUq6++mri8XhzV4uLL76YW2+9tfn4q6++mi1btnD99dezYsUKZs6cyf/93/9x7bXX9lrMQgghRK7973//Y+zYsaxcuZK99tqLPz/3Guu1SpyqysgKP0MGeCkPeBgywMs+FX6cqsq8pUE+XB3Od+hC5FXWCfLbb7/Nb3/7W2zb5pxzzuGzzz4jHA7z6aef8umnnxIOh/nss884++yzsW2b3/72t7zzzju5jL1N5557Lvfffz933HEHBx54IP/973+ZPXt288a9devWsXnz5ubjd999d+bMmcPHH3/M/vvvz3XXXcf111/faks4IYQQoj9YsGABEyZMoLq6mv3224/X5r7NerOYIo+LUr97h64ViqJQ6ncT8LhYVBUmFNPbOLMQO79Ot3nb3uTJk3nttde44YYb+P3vf9/usTfeeCMPPvggp59+Oq+88kpWgfZ10uZNCCFEX/Haa6/xve99j2Qyybhx43jttddYGjaZs6SakRX+dlu62bbN8mCUE/erlE2cYpeVdYJcWVlJOBwmFAp12Oe4rq6O0tJSSkpKdtg8t7OQBFkIIQRAKKazojrTQi8fG+CmTZvGZZddhmmanHzyybz44osUFBQwdcFqwrEUQwZ4OzzHhq0NlPndXDJuaI/HK0RflPUmvbq6uk4PASkuLm5OHoUQQoidUWtDWHp7A9z999/PTTfdBGT22zzxxBPNE2KTaROn1rnrOjWVhGH2SIxC9AdZJ8hNq8E1NTWUl5e3e2xNTQ11dXVttlkTQggh+rsPV4eZtzRIkce1QxmDbXsIx1LMW5p5FzXXpQu2bfPzn/+8ueTxxhtv5L777msxOtrj0IgnO5f0GqZFcYEzpzF2Rb5X4YXIepPe+PHjm38gO9LUMWLChAnZXk4IIYTos0IxnUVV4bxsgEun01x66aXNyfF9993H/fff3yI5BhhV6SemG3RUWWnbNjE9zahKf85i7CzLsllcFWLaojXMWVJNOJYiZViEYylmL6lm2qI1LK4KYVlZVYcK0WlZJ8g/+9nPAHj66ac58cQTWbBgAab5zZ1pKpVi7ty5HHvssTz11FMoisKNN97Y/YiFEEKIPmZFdZRIwqDE13rv/CalPhf1CYOvg9GcXDeRSHDWWWfx1FNPoaoqU6dObS6x2N7ISj8Br5NwLNXuOUOxFEVeJyMqej9BblqFlzZ0It+yTpAPOeQQ/vSnP6EoCnPnzuWoo47C5/Ox5557UllZidfr5cQTT+Sdd95BURQefvhhDjnkkFzGLoQQQvQJy6qj+NzOdrtDQGYl2ed2sKy6+wlyXV0dkyZNYsaMGXg8Hl555ZXmfv+tKfW5GTu8hPpkitqovsNKsm3b1EZ1IskUY4eX9HopQz5X4YXYXrcGhVxzzTW88847TJgwAdu20XWd9evXU1NTg23b2LbNd7/7Xd577z2uueaaXMUshBBC9Cm9vQFu8+bNHHXUUcyfP5+ioiLmzJnDaaed1uHzxgwt4bjRFaQtixXBKBu3JghGkmzY2sDyYJS0ZXHc6ArGDC3pVnzZyNcqvBCt6fao6fHjx/POO++wZcsWPvvsM0KhEABlZWUceOCBDBw4sNtBCiGEEH1Zb26AW7lyJRMnTmT16tVUVlYye/ZsDjjggE49V1UVjhheyogKP18HM5vgEoZJcYGT8SMyj+drE1w2q/DSp1n0lG4nyE0GDhzIsccem6vTCSGEEP3GqEo/c5ZUY9ueDodwxPQ040dkl9h99tlnnHDCCdTU1DB8+HDmzp3LsGHDunyeUp+bUp+7TyWY0oZO9CXdKrEQQgghRO9sgHv33Xc5+uijqamp4cADD2ThwoVZJcd9lcehYZid605hmBZep9bDEYldWadWkN9///2cXVBavQkhhNjZNG2Am7c0iE2mTrZlH2SbUCxFJJniuNEVXS5jeOWVVzj//PPRdZ2jjjqK6dOnd2pQV3/SW6vwQnRGpxLko48+usOaoM5QFIV0Ot3t8wghhBB9TdPGtkVVYVYEM/W0Dk3BMC1iepoirzOrDXBPPPEEV111FZZlccYZZ/DPf/4Tj8fTEy8hr0ZW+lm8Kkw4lqLU3/YNRD7b0IldR6cS5D322KPNBLm2tpaGhobMyRwOSkszd3ShUKg5GS4sLGx+XAghhNgZ5XoDnG3b/O53v+MXv/gFAJdffjl/+ctfcDhytn2oT+npVXghukKxOxqp044HH3yQW265heOPP56f//znHH744c0z3w3D4IMPPuD3v/89c+bM4d577+UnP/lJruLucyKRCEVFRdTX1xMIBPIdjhBCiH7MsixuvPFG/vjHPwLwi1/8grvvvjsn7+b2ZZZl8+HqMIuqwkQSRqur8GOHlzBmaAmqunN/LkR+ZZ0gv/rqq5x11ln88Ic/5JFHHmn32GuvvZbHHnuMV155pVN9GvsjSZCFEELkgmEYXHLJJTz77LNAZjFqZ15gak0oprdYhfc6NUZV+vPahk7sWrJOkCdMmMDixYupqalhwIAB7R67detWysrKGDduHO+9915WgfZ1kiALIYTorng8zjnnnMMbb7yBw+Hgqaee4oILLsh3WELscrJOkIuLi9E0jXC4c/PQS0pKME2Turq6bC7X50mCLIQQoju2bNnCySefzAcffIDX6+Xll1/mxBNPzHdYQuySsu6DbNs29fX1BIPBDo8NBoM7bWIshBBCdNeGDRsYP348H3zwAQMGDOCtt96S5FiIPMo6QT700EOxbZvrr78ey7LaPK7pGNu2Oeyww7K9nBBCCLFTWrZsGWPHjuWrr75iyJAhzJ8/nyOOOCLfYQmxS8u6xOLtt9/m+OOPB+CQQw7hhhtuYPz48QwaNAiA6upq3n//fR588EE+/vhjFEVh3rx5HH300TkLvi+REgshhBBd9dFHH3HSSScRDofZZ599mDNnDnvuuWevxhCK6ayozmyIS6ZNPI7MhriRlbIhTuy6utXm7YknnuDaa6/FMIw2W8/Yto3T6eTRRx/lsssuyzrQvk4SZCGEEF3x5ptvcsYZZxCPxzn00EOZNWtWr84MaK2lmlNTMEybqG5ISzWxS8u6xAIyTcs///xzLrzwQvx+P7Ztt/jj9/u56KKL+Pzzz3fq5FgIIYToihdffJGTTz6ZeDzOcccdx1tvvdXrA7U+XB1m3tIgTlVlZIWfIQO8lAc8DBngZZ8KP05VZd7SIB+u7txmfCF2Jt1aQd6WbdusWrWKUCgEQGlpKcOGDdvpm5o3kRVkIYQQnfHoo4/yox/9CNu2+d73vsfTTz+N2927pQyhmM60RWtwqmq7Y51rozppy2LK2L2k3ELsUnI2r1JRFIYPH87w4cNzdUohhBBip2HbNnfddRd33XUXANdccw0PP/wwmqb1eiwrqqNEEgYjK/ztHlfqc7E8GOXrYFQSZLFL2TkHugshhBB9iGmaXHfddTz66KMA/OpXv+KOO+7I27usy6qj+NzODq+vKAo+t4Nl1VGOGN67JSDZkk2HIheyTpCffvrprJ538cUXZ3tJIYQQIq+ySb50Xefiiy/mxRdfRFEU/vznP3PNNdf0cuQtJdMmTq1zyblTU0kYZg9H1H1tbTqMJ01mL6lm8aqwbDoUnZZ1DbKqqlnd+Zpm3/8hy4bUIAshxM4r244P0WiUM888k3nz5uF0OnnmmWf43ve+l8dXkjF1wWrCsRRDBng7PHbD1gbK/G4uGTe0FyLL3uKqEPOWBinyuCjxuVrkKLZtE46lqE+mOG50Rb9ZDRf5k/UK8oQJE9pNkOvr61m2bBnJZJLi4mIOOOCAbC8lhBBC5FVTx4cij4uRFf7tki8P4ViKeUszk2Wbkq/a2lpOOukkPvnkEwoLC3nllVea5wfk26hKP3OWVGPbnnZ/l9u2TUxPM35E304oQzGdRVVhijyuVjcdKopCqd+NDSyqCjOiQsotRPuyTpDffffdDo9paGjgoYce4s477+TYY4/ltttuy/ZyQgghRF5kk3zFw9VMnDiRFStWUFJSwhtvvMGhhx7a+8G3YWSln8WrwoRjqXa7WIRiKYq8TkZ0sJkv32TToci1bvVB7khBQQG33norv/nNb7jzzjuZPn16T15OCCGEyLmm5KvE52r3uFKfi/qEwZz5HzNu3DhWrFjBHnvswYIFC/pUcgxQ6nMzdngJ9ckUtVGd7astbdumNqoTSaYYO7ykzyeT2Ww6FKI9PZogN7n22mtRVZU//OEPvXE5IYQQIme6knyFV33BVeeewsaNG/nWt77FwoULGTVqVC9F2jVjhpZw3OgK0pbFimCUjVsTBCNJNmxtYHkwStqyOG50BWOGluQ71A7tjJsORX71Sps3n8+Hz+fj888/743LCSGEEDnT2eTrv4ve4W+3/hBDT3L44Yczc+ZMBg4c2AsRZkdVFY4YXsqICj9fBzOdORKGSXGBk/EjSvtVna7HoRFPdi7pNUyL4gJnD0ck+rteSZDXr19PfX09fn/frmESQgghtteZ5Gvh7Fd4/Dc/wzTT7DfmKObNm0lhYWEvRdg9pT43pT53v+7ssLNtOhT51+MlFrW1tVxyySUoisJBBx3U05cTQgghcmpUpZ+YbuxQp9tk9gtTefRXP8kkx0edzKNPPddvkuOdxchKPwGvk3As1e5x/WXToci/rFeQL7300nY/nkwm2bhxIx999BGpVApVVfnFL36R7eWEEEKIvGir44Nt2/zrsd8zfdojAEw4YwqnXPlzRu/Wd8sqdlZNmw7nLQ1ik9kwuX0f5FAsRaSxD3J/KR0R+dPtQSGdeXplZSV/+tOfOOuss7K5VL8gg0KEEGLn1TSEIuBxUepzYVsWU+/7Je9Mfw6Aky+9gcMmX8Lx36rs16UK/Vlrw1wcmoJhWsT0dJvDXIRoTdYJ8l133dXuxx0OB8XFxXz7299m3LhxaJqWVYD9hSTIQgix89o2+dpSH2PGQ7fy5cI3UVSVk354O989/XxJvvqIUExvsenQ68yMA+9Pmw5F/mWdIIuWJEEWQoid3+pNtZx95hl8+uFCHE4nV/3qIS449xxJvoTYyfRKFwshhBCivwsGg5x1yol89tln+P1+pk+fzne/+918hyWE6AE5S5CDwSDr16+noaGBCRMm5Oq0QgghRN6tWrWKiRMnUlVVRXl5ObNnz+Y73/lOvsMSQvSQbrd5e/bZZ9lvv/0YPHgwY8aM4Zhjjmnx8bq6Oo4//niOO+44tmzZ0t3LCSGEEL3qf//7H+PGjaOqqoqhQ4eycOFCSY6F2Ml1K0H+yU9+wsUXX8xXX32Fy+VqtatFcXExlZWVvPPOO7zwwgvdClYIIYToTfPnz2fChAlUV1fz7W9/m4ULF7L33nvnOywhRA/LOkF+/fXXefjhhwkEArz44ovEYjHKyspaPXbKlCnYts3s2bOzDlQIIYToTTNmzGDixInU19dz5JFH8v777zNo0KB8hyWE6AVZJ8iPPvooiqJw//33c/bZZ7fbxu2II45AURQ+//zzbC8nhBBC9JqnnnqKM888k2QyyamnnsrcuXMpLi7Od1hCiF6SdYL88ccfA3D++ed3eGxhYSFFRUUEg8FsLyeEEEL0ivvuu49LLrkE0zT5wQ9+wL///W+8Xm++wxJC9KKsE+RIJEIgEKCgoKBTx5umudMPCxFCCNF/2bbNTTfdxM9//nMAfvaznzF16lQcDumIKsSuJuuf+rKyMjZv3kw8HqewsLDdY9esWUM0GmX48OHZXk4IIYToMel0mssvv5xp06YBmVXkm266Kc9R7TpCMZ0V1Znpd8m0iceRmX43slIGsIj8yHoF+YgjjgBg+vTpHR774IMPoigKRx99dLaXE0IIIXpEQ0MDZ5xxBtOmTUPTNP7+979LctxLLMtmcVWIaYvWMGdJNeFYipRhEY6lmL2kmmmL1rC4KoRlydBf0buyHjX97rvvcswxx7D77rszb948RowYwaBBg6ipqcE0TQAsy+Lee+/ll7/8Jaqq8umnn7L//vvn9AX0FTJqWggh+p+tW7dy2mmnsWDBAjweDy+88AKnnXZavsPql7JZBV5cFWLe0iBFHhclvky72Ca2bROOpahPpjhudAVHDC/trZciRPYlFkcffTQ//elPefDBBzn44IM5+eSTicfjANxxxx2sW7eOefPmsXnzZgBuv/32nTY5FkII0f9s2rSJE044gS+++IKioiJee+01xo8fn++w+h3LsvlwdZhFVWEiCQOf24lTU4gnTWYvqWbxqjBjh5cwZmgJqvpNAhyK6SyqClPkcVHq3zGBVhSFUr8bG1hUFWZEhZRbiN6T9QpykwceeIA777yzOTkGWgwMKSws5O677+b666/vXqR9nKwgCyFE//H1118zceJE1qxZQ2VlJXPmzJFFnCxluwq8aGWIOUuqGVnhb/Gc7dm2zfJglBP3q5RVZNFrup0gA9TX1/PSSy+xePFiNm/ejGVZVFRUcPjhh3POOedQUlKSi1j7NEmQhRCif/j000854YQTqK2tZe+992bu3LkMHTo032H1S6GYzrRFa3CqaqurwE1qozppy2LK2L2aV4GnLlhNOJZiyICOW+ht2NpAmd/NJePk6yR6R0561xQVFXHZZZdx2WWX5eJ0QgghRI945513OP3004lGo3znO9/hjTfeoKKiIt9h9VsrqqNEEgYjK/ztHlfqc7E8GOXrYLQ5QU6mTZxa2yvH23JqKgnD7Ha8QnRW1l0shBBCiP7k5Zdf5oQTTiAajfLd736Xd999V5LjblpWHcXndrZbIgGZ0kuf28Gy6mjzYx6HhmF27k1sw7TwOmWWgug9WSfIyWSSFStWsG7duh0+lkgk+OUvf8mRRx7JIYccwm233daiRlkIIYToTX/9618555xzSKVSnHnmmcyaNUvK4XKgO6vAoyr9xHSDjio9bdsmpqcZVdn+KrUQuZR1gvz4448zevRo/u///q/F45ZlcfTRR/O73/2ORYsW8emnn3LPPfdw7LHHkk6nux2wEEII0Vm2bfPb3/6Wq666Ctu2ufLKK3nxxRfxeDz5Dm2n0J1V4JGVfgJeJ+FYqt3nhWIpirxORnRQxiFELmWdIL/xxhsAXHTRRS0ef+GFF/j444/xer3cdttt/Pa3v6W4uJiPP/6Yxx9/vHvRCiGEEJ1kWRY/+clPuO222wC47bbbeOyxx9A0eas+V7qzClzqczN2eAn1yRS1UX2Hc9i2TW1UJ5JMMXZ4ibR4E70q6016K1asAOCAAw5o8fhzzz2Hoij89re/bW7ttu+++zJ58mSef/55rr322m6EK4QQQnQslUrxgx/8gOeeew6Ahx56iOuuuy7PUe18Rlb6WbwqTDiWareLRVurwGOGZrpcLaoKsyKYqWd2aAqGaRHT0xR5nRw3uqL5OCF6S9Zt3nw+H06nk61btzY/Zts2xcXFxONxgsFgc3s30zRxu90UFRURDodzE3kfI23ehBCib4jH45x11lnMmTMHh8PBtGnT+P73v5/vsHZaTX2QAx4Xpa30QQ7FUkQ6mIYXiul8HcxM4UsYJl5nZgqfDAcR+ZL1CrJpmliW1eKx//3vf0SjUQ444IAWvY81TaO4uJhoNLr9aYQQYqeWzfhdkb1wOMzJJ5/Mhx9+SEFBQXPnCtFzcrEKXOpzU+pz98ogEPmZFJ2RdYK82267sWrVKqqqqhg+fDgAr7/+OsAOozpt2yYajVJaKhNwhBC7hmzH74rsrV+/nkmTJrF06VIGDhzIzJkzOfzww/Md1k5PVRWOGF7KiAp/i1Xg4gIn40eU9plVYPmZFF2RdYL83e9+l6qqKm688UaeeOIJNm3axJ/+9CcUReHUU09tcezSpUsxDIPdd9+92wELIUR/8OHqcPP43e1H6dq2h3AsxbylQQAZn5sDy5YtY+LEiaxfv57ddtuNOXPm8K1vfSvfYe1SenMVOBvyMym6IusuFrfccgs+n4/XXnuNiooKvvOd71BTU8OYMWM4/vjjWxw7Y8YMFEVh7Nix3Q5YCCH6ulBMZ1FVmCKPi1K/e4chCoqiUOp3E/C4WFQVJhTT8xTpzuGjjz7iyCOPZP369eyzzz4sXLhQkmPRgvxMiq7KOkEeNmwYb7/9NhMmTMDj8VBeXs6UKVN47bXXWhxnmiZ//etfsW17h8RZCCF2Rk3jd0t8rnaPK/W5qE8YfB2U/RnZmjt3LscccwzhcJhDDz2UBQsWsMcee+Q7LNHHyM+k6KqsSywADjnkEN555512j1FVlc8++wxAujsIIXYJ2Yzflbd0u+6FF17goosuwjAMjj/+eP7973/j8/nyHZbog+RnUnRV1ivInaUoCkVFRRQVFXX4jSmEEDuD7ozfFZ3zyCOPcP7552MYBueeey6vv/66JMeiTfIzKbqqWyvI24pGo3z++efU1tYCUFZWxgEHHIDfL6MhhRC7Fo9DI57s3C9Yw7QoLnD2cEQ7D9u2+dWvfsWvf/1rAK699loeeughmY4n2iU/k6Krur2C/MEHH3DCCScwYMAAjjrqKM4++2zOPvtsjjrqKAYOHMhJJ53Ehx9+mItYhRCiX+jO+F3RNtM0ufbaa5uT47vuuos//elPkhyLDsnPpOiqbiXI999/P0ceeSRvvvkmlmWhaRoVFRVUVFSgaRqmaTJ79mzGjRvHH/7wh1zFLIQQfdrISj8Br5NwLNXucW2N3xU70nWd888/n7/85S8oisKjjz7KHXfcIaV7olPkZ1J0VdYJ8qxZs7j55puxLIuJEyfyzjvvEI/H2bRpE5s2bSIej/Puu+9y4oknYlkWN998M7Nnz85l7EII0SeV+tyMHV5CfTJFbVTfYdXKtm1qozqRZIqxw0v6xBCFviwajXLyySfzr3/9C6fTyfPPP8/VV1+d77BEPyI/k6KrFLuj9xva8N3vfpf333+fyy67jL/+9a/tHnvllVfyxBNPcPTRR/P2229nFWhfF4lEKCoqor6+Xrp1CCFandq1/fhdmdrVsdraWk466SQ++eQTCgsLefXVVznuuOPyHZboh+RnUnRF1glyUVER8XicYDBISUnb89UBwuEwFRUVFBYWUl9fn1WgfZ0kyEKI1oRieovxu16nxqhKf58Zv9uXrV27lokTJ7JixQpKSkp44403OPTQQ/MdlujDQjGdFdWZn7dk2sTjyPy8jaz85udNfiZFZ2SdIA8YMABVVQmHw506vqSkBMuy2Lp1azaX6/MkQRZCiNxZsmQJEydOZNOmTeyxxx7MmTOHUaNG5Tss0QeFYjrLNkeYs6SalbUx0qbN4GIvFQE3TlUjqhuyOiy6LOsa5P3335/6+vpOJcjhcJj6+noOOOCAbC8nhBBiF7Fo0SLGjx/Ppk2b+Na3vsXChQslORY7sCybxVUhpi1aw9OL1vC/9fVgQ4FTIxhJ8nUwhp42GVnuw6mqzFsa5MPVnVvUEyLrBPmGG27Asix+8YtfdHjsL3/5SyzL4sYbb8z2ckIIIXYBs2bN4rjjjmPr1q0cccQRzJ8/n9122y3fYYk+6MPVYeYtDWKkLQzLpszvpiLgZUChm4qAB01RWFodYU24gVK/m4DHxaKqMKGYnu/QRT+QdYJ8+umn84c//IG///3vnHLKKSxYsIB0Ot38cdM0WbBgAaeeeip///vfeeCBBzj11FNzErQQQoidzzPPPMPpp59OIpHgxBNP5M0332TgwIH5Dkv0QaGYzqKqMEUeF4ZpkTQsCt3fzD5TUPB5nHgcGlW1MWK6QanPRX3C4OtgNI+Ri/4i6xrkYcOGAVBTU0MikQDA6XRSWpqZXR4KhTAMA4CCggLKyspaD0BRqKqqyiaEPkVqkIUQInt//OMf+elPfwrAhRdeyNSpU3E6ZZqZaN2ilSHmLKlmZIWfRVUh4rpJcYFrh+NsbIKRJPsNLmJYmY8NWxso87u5ZNzQPEQt+pOsR02vWbNmh8dSqRSbNm3a4fF4PE48Hm/1PNLkXQghdl22bfPLX/6Se+65B4Cf/OQn/OEPf0BVuz3oVezEllVHURWFVbUxVtbESFs2oZhOwOukyOPE7cxMV1RQcDs0qiNJhpX5cGoqCaNzI6fFri3rBPmdd97JZRxCCCF2Mel0mquvvponnngCgHvuuYef//znsnAi2mVZNsuDEVbXNqCpCqZlkzZtUorF5vok4ViKUp+LUp8bRVHQVIWUaQFgmBbFBfLOhOhY1gnyUUcdlcs4hBBC7EKSySTnn38+r776Kqqq8vjjj3P55ZfnOyzRD3y4OsyaUANgU+73oCqwuT6J16XhtUFPW1RHkgCU+T2Ylk2BS8O2bWJ6mvEjSvP7AkS/IO9hCSGE6FX19fWccMIJvPrqq7jdbl566SVJjkWnNG3O231gAZqqgAIBrxOnpqCnLRRFwePUcKoqoViKpJFGT5tUBjyEYimKvE5GVPjz/TJEPyAJshBCiF4TDAY5+uijee+99wgEAsyZM4czzjgj32GJfmJFdZRIwmBEeSEep0Y8mcbt0Cj1uTPdLNImNjZuh0rKtAhGkngcKpoKkWSKscNLZFqe6JSsSyyEEEKIrli1ahUTJ06kqqqKiooKZs+ezYEHHpjvsEQ7OjO6uTctq47iczvxe1wML/OxtDqCnYQSn6s53mgyjaYq6EaaoGFS5nfjcmgc3ThJT4jOkARZCCFEj/v888854YQTqK6uZtiwYcydO5fhw4fnOyzRBsuy+XB1mEVVYSIJA587U8YQT5rMXlLN4lXhvIxuTqZNnFrmekNLCwGoqo1RG9VxOzTK/G4iyTT1CQNVUSgLeJhyxF6UBTyEojpPLVrTJxJ90fdJgiyEEKJHvf/++5x66qlEIhH2339/Zs+ezaBBg/IdlmhH05S6Io+LkRX+Fp1FbNtDOJZi3tIgAEcM771Nbx6HRjyZadOmKArDynyUB9zURHSqI0lSpkVxgYvKgAfTsth9YAGqqvDa55v6VKIv+j5JkIUQQvSY6dOnc+6556LrOuPHj2fGjBkUFxfnOyzRjm2n1JX6d1xdVRSFUr8bG1hUFWZERe+two6q9DNnSTW27WlO2n1uJ74yJ8PKfM3H2bbN8mAUy7L7ZKIv+j7ZpCeEEKJHTJ06lTPPPBNd1znttNOYM2eOJMf9QNNGuKa63rbkY3TzyEo/Aa+TcCzV7nGhWAqXprI5kmxO9Lfvr92U6Ac8LhZVhQnF9J4MXfQzWSfIkUiESCSCafbNiTSPPPIIe+21Fx6PhzFjxvDRRx916nnPP/88iqIwefLkng1QCCF2UrZtc99993HZZZdhWRaXXHIJL7/8Ml6vN9+hiU5o2gjX0cAWRVHwuR0sq85NghyK6SxaGWLqgtU8+u5Kpi5YzaKVoRaJa6nPzdjhJdQnU9RGdWzbbnEO27apjepEkikqAm7Spt0nE33R92WdIBcXFzNw4MBWR0vn2wsvvMANN9zAnXfeyaeffsoBBxzApEmTqKmpafd5a9as4Wc/+xnjx4/vpUiFEGLnYlkWN910Ez//+c8BuPnmm3nyySdxOKSir7/YdiNcR3IxutmybBZXhZi2aA1zllQTjqVIGRbhWIrZS6qZtmgNi6tCWFYmGR4ztITjRleQtixWBKNs3JogGEmyYWsDy4NR0pbFcaMrUBUlL4m+2Dlk/S+Wz+fD4XCw++675zKenHjggQe44ooruOSSSwB47LHHmDlzJlOnTuWWW25p9TmmaXLBBRdw1113MX/+fOrq6noxYiGE6P8Mw+Dyyy/n6aefBuD+++/nxhtvzHNUPaevtUDLlW03wnUkF6Obu7ohUFUVjhheyogKP18HM5//hGFSXOBk/IjS5proz9bX9WqiL3YuWSfII0aM4MsvvySVSuFytf/2RW9KpVL85z//4dZbb21+TFVVjjvuOBYvXtzm8379619TXl7OZZddxvz583sjVCGE2Gk0NDRw7rnn8vrrr6NpGlOnTuXiiy/Od1g9oq+2QMuV1jbCtSYXo5u7syGw1Oem1Oduc3Ndbyf6YueSdYnFRRddhGEYPPPMM7mMp9tCoRCmaVJRUdHi8YqKCqqrq1t9zoIFC3jyySf529/+1unr6LreXIfd9EcIIXZFW7duZeLEibz++ut4PB5effXVnTY5hm9WPJ2qysgKP0MGeCkPeBgywMs+FX6cqsq8pUE+XB3Od6hZ6cpGuO6Obu7JDYGjKv3EdGOHOuXtNSX6oyplBLX4RtYJ8nXXXcfJJ5/Mj3/8Y5566iksy8plXL0mGo1y0UUX8be//Y3S0s7fBd9zzz0UFRU1/+mLpSZCCNHTNm3axIQJE1i4cCHFxcW8+eabnHLKKfkOq8dsv+K5M3ZG6MpGuO6Obu7JDYG9meiLnU/WJRaXX345JSUlaJrGZZddxs0338whhxxCWVkZmqa1+hxFUXjyySezDrYzSktL0TSNYDDY4vFgMEhlZeUOx1dVVbFmzRpOPfXU5seakn2Hw8Hy5ctbnfZ06623csMNNzT/PRKJSJIshNilrFixgokTJ7J27VoGDRrEnDlz+Pa3v53vsHpU04rnyA6SqVKfi+XBKF8Ho/2yHrlpJPOiqjArgpkk1qEpGKZFTE9T5HVy3OiKbo9u7skNgU2J/rylQWwyX5OW9c02oViKSDLFcaMr+uXXSfQcxe7ovYc2qKqKoigdvnXR4mKK0itt4caMGcNhhx3Gn/70JyCT8O6xxx786Ec/2mGTXjKZZOXKlS0eu+2224hGozz00EOMHDmyUzXWkUiEoqIi6uvrCQQCuXsxQgjRB/3nP//hxBNPpLa2lr333pu5c+cydOjQfIfV46YuWE04lmLIgI5b1m3Y2kCZ380l4/rv5yUU01tshPM6MxsRczUcpKc/n63Vi2+f6PfnenHRc7JeQb7zzjtzGUdO3XDDDUyZMoVDDjmEww47jD/+8Y/E4/HmrhYXX3wxQ4YM4Z577sHj8bDffvu1eH5TI/vtHxdCCAFvv/02kydPJhqNctBBB/HGG29QXl6e77B6RWdXPGO6QXUk2ZxY9tcOFx1thOuunt4Q2NmOF0Jsb6dMkM8991xqa2u54447qK6u5sADD2T27NnNG/fWrVuHqsoQQSGE6KqXX36Z73//+6RSKb773e/y6quv7lLvmnXUGcG2bVaH4lTVxgjFdIq8TlKGldMOFztTe7mRlX4WrwoTjqVa7WLRpLt1wj2d6IudT9YlFqIlKbEQQuzsHn/8ca6++mps2+bMM8/k2WefxePx5DusXrVoZYg5S6p36NfbZFVtjKXVETyaSjxlsu/gAMPLM0mdbduEYynqG2teu5qstdVezjBtorrRb8sFFleFmLc0SMDj6rBOWBJc0VtyNtrItm3C4TANDQ3sscceuTqtEEKIPLNtm9/+9rfcfvvtAFx55ZU8+uijbW7I3pm1t+IZ0w2qamN4HRo24HVpVBR9U1vbXk/fzujqQI3+orc2BArRFd2uM5g/fz6nnHIKfr+fiooKhg0b1uLjdXV1XHbZZVx++eU0NDR093JCCCF6kWVZXH/99c3J8W233cZjjz22SybH0H4LtGBEJ5FKYwFJw2RYaSE+947rUNn09N2Z28s11QlPGbsXJ+xXSanfhdupUuZ3c+J+lUwZu1fzBD0heku3VpAfeOABbr755nZ7IBcXFxMOh3nttdeYMGHCTt08XgghdiapVIof/OAHPPfccwA89NBDXHfddXmOKv/aWvFctjlCTDfxuhyMqvQztMzX6vO37enb2ZXenaW9XEf101InLPqKrFeQFy5cyE033YTD4eC+++5j/fr1O0yva3LJJZdg2zYzZ87MOlAhhBC9Jx6Pc9ppp/Hcc8/hcDh49tlnJTlu1NaKp9upsk+FjyOGlzK83I/aTleGrvb07cmBGr3BsmwWV4WYtmgNc5ZUE46lSBkW4ViK2UuqmbZoDYurQliWbIsSfUPWK8gPPvggAL/+9a/52c9+1u6xRx11FACfffZZtpcTQgjRS8LhMCeffDIffvghBQUFvPzyy5xwwgn5DqvP2X7Fs6mnb2tlFdszTIviAmenr9WTAzW6qzNdNXbW+mmx88o6QV60aBEAP/zhDzs8tri4mEAgwMaNG7O9nBBCiF6wfv16Jk2axNKlSxk4cCCzZs1izJgx+Q6rX+jJnr4dtZfbVleT72w1ddWYtzTI+nADDYaJZYOqZDpT7FFSwHGjKxhe5mtRP7297m5eFKInZF1iEQ6HCQQCnW5ppqpqu7XKQggh8mvZsmWMGzeOpUuXsttuu7FgwQJJjrtgZKWfgNdJOJZq97hsevqOqvQT040Op9c2Jd+jKrPrF9wVi1eFeHrxGr7cGCGip3GoKl6nhkNViSbTfLkxwtOL1/DqZxuIJAxKfO1Ppc1m86IQPSXrBHnAgAFEIhF0veOdssFgkLq6ujZrlIUQQuTXRx99xJFHHsn69esZNWoUCxcuZPTo0fkOq19pr8MFZJLX2qhOJJli7PCSLq2S9mTynY1QTOdfn2wgWK/jdzuo8HsoLnDh9zgpLnBREfDgdzuorteZ8flmVFXpt/XTYteUdYJ8yCGHADBv3rwOj3388ccBOPLII7O9nBBCiB4yd+5cjjnmGMLhMIcddhjz58+XfvZZGjO0hONGV5C2LFYEo2zcmiAYSbJhawPLg1HSlpVVT9+eTL6z8fHqLayqjTOg0IXPs+PmQUVR8HmcDCh0EYrq1EY713YuH/XTi1aGmLpgNY++u5KpC1azaGWoX7XJEz0j6xrkyy67jFmzZnHLLbcwZswYSktbr6V67rnnuPvuu1EUhauuuirrQIUQQuTe888/z8UXX4xhGEycOJGXX34Zn6/19mSiY00dLkZU+Pk6mNm4ljBMigucjB9R2q362r40UGPRyhC2TYcbEv1uByiwJhRnbCc233W1fjrbsdttTSXM5Uhw0b9lnSCfccYZfO973+PFF1/koIMO4oILLiCZTAIwdepU1q1bxxtvvMEnn3yCbdtcccUVjB8/PmeBCyGE6J4///nPXHfdddi2zXnnnce0adNwudqvExWd0xM9fXsy+e6qjfUJPC61U2UTAY+DrYkUtm3nbPNidxNc6aohOtKtQSH/+Mc/KC8v55FHHuG+++5r/ua/4oorAJr//pOf/ITf//73OQlYCCFE99i2za9+9St+/etfA/CjH/2Ihx56CFXt9nBV0Qv6xkANBTrZstjrcpAy7VbHc2+rK/XT3Ulwt59KuMMrk64agm4myE6nk4cffpgf//jHTJs2jQ8++IDNmzdjWRYVFRUcfvjhTJkyRTZ6CCFEH2GaJj/60Y947LHHgEwv+9tuu63DlUAhtrVbsZfPoklsbBTaWRXGxrRtRpT7qE+msMl0q2iZ0NqEYikiyRTHja7oMBntboK7s0wlFD2rWwlykxEjRnD33Xfn4lRCCCF6iK7rXHjhhbz00ksoisKjjz7aqV72QmzviOED+e/6OmIJA7+37bKcaMJABc44aAgDClw5qZ/uboKbzVTCI4aXZl3vLPqnnCTIQggh+rZoNMrkyZN5++23cblcPPvss5x99tn5Dkv0U4cOLWHuVzWsDcdBUfB5HC1Wkm1sYsk0WxMGw8v9HDY001kjF/XT2Sa4Tbo6lbAhlWZxVUg29O1isk6Qt2zZwuuvv86AAQM49dRT2z12xowZ1NXVcdppp1FcXJztJYUQQmShpqaGk046if/85z/4fD5effVVjj322HyHJfqxUp+bsw8awjMfrmNLXCeuG3icDlRVwbRskkYagMqAh7MPGtKc/Oaifrq7Y7e7OpVwa9yQDX27oKwT5GnTpvGzn/2MO+64o8ME+f333+fBBx/kj3/8Iz/+8Y+zvaQQQoguWrNmDRMnTuTrr7+mrKyMN954g4MPPjjfYYmdwBHDS1FVhbeW1rBuS5yGlIVlWqgKFHmd7DGwkGNHl3dYNtFe6QKww8c2b03g0FTKA54OY2ytbVxXRoLXxnTSps1Qn0c29O1iFLujuZVtmDBhAgsXLmTp0qWMHDmy3WOXLl3Kvvvuy4QJE3j33XezuVyfF4lEKCoqor6+vtPjt4UQoid98cUXTJo0ic2bN7Pnnnsyd+7cDv+9FqKrQjG9RdmE15lJcDtKFttq1WaYNpGkQUxPY9s2AY8Dv8fV/LGvayJU1+scstcAhpX5UNtIcm3bZnkwyon7VbZY2Q3FdKYtWoNTVdvtqlEb1VkdiuFyqBywW3GHyXRr1xL9V9YryFVVVXi93k79Yzt69Gi8Xi9VVVXZXk4IIUQXLFy4kFNOOYW6ujr2228/5syZw+DBg/MdltgJZVs20V6rtmRNOlPfbMOBexQzZIC3+WMBr8bby2r477o6FGB4eeub9dpqG9c0lXDe0mCHXTUCHif+ViYFbq+temfRf2Xd9DIcDuPxdPz2RhOPx0NtbW22lxNCCNFJM2fO5LjjjqOuro6xY8fy/vvvS3Is+pTtW7Vtm4DGdINVoTgDC1wMKHSxOhQnpqebP+73uPj2kGJsBb7cFCGaNFqcuzNjtzs7Erwi4OlWvbPov7JeQS4pKSEYDLJ161YGDBjQ7rFbt26lrq6OsrKybC8nhBCiE55++mkuvfRSTNPk5JNP5sUXX6SgoCDfYQnRQnut2oIRnaRhZmqMbQhGkgTrE/i2WSkeWlqIbdt8vGYL/1mzhREVgS61jevsVMKlm6M0xDq/oa8rY7JF35Z1gnzYYYcxY8YMpk6dyo033tjusU888QS2bXPooYdmezkhhBAdeOCBB5r/Pb7ooot48skncTrlF7boe9pr1VZdn8Tt0DJt4xRwOzWCUb1FKYWiKAwv92PZNqYNpX5XVm3jOioP6cqGvs6OyRb9Q9YJ8iWXXML06dO57bbb2HPPPdvsp/mvf/2L22+/HUVRuPTSS7MOVAghROts2+bWW2/l3nvvBeCGG27g97//vYyOFq3qCwMv2mvVZlgW2jb9hDVVIZW2Wj024HXhdqpcMm5oj8Q5stLP4lXhnI7JFv1D1gnyaaedxtlnn81LL73Eueeey6GHHsqJJ57IHnvsAcDatWuZPXs2H3/8MbZtc9ZZZ3HGGWfkLHAhhBCQTqe56qqrmDp1KgD33nsvN910k4yOFjtoq2tEPgZetNeL2KmqpIxvao5Ny6bApbV6bE+XNXRlQ19nxmSL/qNbk/T+8Y9/UFRUxJNPPslHH33Exx9/3OLjTR3krrjiCh5++OHuXEoIIcR2EokE559/PtOnT0dVVf72t7/JO3WiTe11jejtgRftlS5UFnn4alM9NjbYoBsme5cV7nCO3ipraKpjzsWYbNF/ZN0HeVtffPEFzzzzDB9++CE1NTUAVFRUcPjhh3PhhRey7777djvQvk76IAshelPTdNL58+fjdrt5/vnnmTx5cr7DEr2ks2USTcf9Z+1WFlWFcDs0hpcVUlHkxefecY2sNqqTtiymjN2rR1dD2+tFHNMNFleF0RQFG7BsmyOGl+4Qb2/Fum3M2fR7Fv1TThJkIQmyEKL3VFdXc8IJJ/D5558TCASYMWMGRx11VL7DEr2gveEaUd2gyOtk7PASDt1zIB+v3dJ8XF3CYE0oTnGBE92w8Lo0hpUWMnS7QRu9OfBicVWIeUuDBDyuHUoXqmqifLq+Dmz4zh7F7L3NBr3tyxqk77DoCZIg54gkyEKI3lBVVcXEiRNZtWoVFRUVzJ49mwMPPDDfYYle0pRUFnlclLRSDxuOpahPphgU8LA5kmw+blFVmLiexuvSqG9IEYrp6GmLyoCH/YYUtVhR3rC1gTK/u8c2vjVpLdlvKl2IJtM7TNLbvqyht+qlxa6pWzXIQgghes9///tfTjjhBILBIMOGDWPu3LkMHz4832GJXrL9cI3tKYpCqd9NPJVmzldBDtpjQPNxhmlSn0ixud7EMG0cqoKqqlRHdNJWHYFQvHlFubcGXnSmFzHQbp9iIXpKtxPkWbNm8dJLL7FkyRLq6uowDKPNYxVFkXHTQgiRhffee4/TTjuNSCTCAQccwOzZs6msrMx3WKIXtTdcY1tG2iKSTJM2v2mNVp9IUxtN4fM48HsyPYZt2yaip3E7VDRFYVl1FMj0Hd6+M0RPtobrqBdxNmOsheiurBNkXdc555xzmDlzJvBNx4r2SNshIYTouunTp3Puueei6zoTJkxg+vTpFBcX5zss0cvaG66xrWA0SaHrm+EaMd1ANzLJstuhZgZwkPmd7FQVosk05QEvNrAqFKfU727uDNGXWsP1pFzdAPSFHtMiN7JOkO+55x5ef/11FEXhtNNO49RTT2XIkCF4PJ5cxieEELu0qVOncsUVV2BZFqeffjrPPfccXq8332GJPGhvuEaTmJ4mGEkSjqWIJtPYdibJtcj0EtbTFh7HNz2FVUXBbFzg8rkdrAnHWwy86Eut4XpCrm4AdpUbiV1J1gnyP//5TxRF4fe//z033HBDLmMSQohdnm3b3Hfffdxyyy0AXHrppTz++OM4HLJ1ZFfV3nANy7ZZXRtjVShObTSFnjZxOVTieprVoTgAfo9GQ2NtcdNKsmXbOBUVm0xPYRsIeJ2U+tydrnm2yfQI7o91wbm6AdjZbyR2RVnPIV2/fj2qqnLNNdfkMh4hhNjlWZbFTTfd1Jwc33LLLTzxxBOSHO/iRlVmyiVaK2lcXRtjWXUUTVEYXJxJWsv9LooLXBS4NTQVEoZFgVPDtm2iSYO4bhBPmSgKBCNJLNtmRLmPCn/mneCmmucSn6vduEp9LuoTBl8Hoz3xsnvM9jcA25euNN0ABDyZLiChmN6j5xF9S9YJ8sCBA/H5fFJSIYQQOWQYBpdccgl/+MMfALj//vu55557ZA+HYGSln4DXSTiWavF4TE+zKhTH69TweZw4VA2PQ0NTM7/iHaqKQ1VxaiqGaTNkgJfBxV4URcHtVKgo8rDf4CKOGF5CRcBDgTtTgtHZmmdFUfC5Hc2b/PqLXN0A7Ow3EruqrBPk448/nkgkwsqVK3MZjxBC7LIaGho444wzePrpp9E0jWnTpnHjjTfmOyzRR5T63IwdXkJ9MkVtVG9eSQ7WJ0gaFgVujWjSwMJm38F+TCuzUuz3aKQtC5dDJZW2SKZM3A6NMr+b744s57v7VDCszEehy0FMTzOqMlN/3Jma5ya91Roul3J1A7Cz30jsqrJOkH/1q19RXFzMdddd125rNyGEEB3bunUrxx9/PDNnzsTr9TJ9+nQuvvjifIcl+pgxQ0s4bnQFactiRTDKxq0Jvq6JoadNaqI6lm0zujLAEcNLGVXpx7Jt9LTdnCynLZuNdZlyilGVfoaW+ZrPHYqlWmzQ8zg0DLNzs8QM08Lr1Do+sA/J1Q3Azn4jsavKuqBNVVWefPJJLr30UkaPHs3NN9/M/vvvz+DBg9t93h577JHtJYUQYqe0ceNGTjjhBL788kuKi4t5/fXXGTduXL7DEn1Qa8M1APweByPK/ZQH3PjcmR7Gw8v9VBR5CdYnWLJJYXN9AlWBUp+TI4aXNk/O2350c9NGu1GVfuYsqca2Pe2ujtp2ZoNfU2u4/qK9TY/bM0xrh97QuT6P6FuyTpCHDv1mBGV9fT1XX311h89RFIV0Op3tJYUQYqezYsUKJk6cyNq1axk8eDBz5sxhv/32y3dYoo/bdriGbUM4lmLIgB3b//ncDnzlfoaV+VgdivPZ+q2oikJ9g0FcT7cY3Xzc6ArGDC1pfu7ISj+LV4UJx1KtdrFosv3Kc3+RqxuAnf1GYleVdYmFbdtd/mNZVscnFkKIXcQnn3zCuHHjWLt2LSNGjGDhwoWSHIsua6+7RRNFURhaWsiwMh+TvlVBqd+F26lS5ndz4n6VTBm7F0cML23Ro7etmucmtm1TG9WJJFOMHV7S71q8tbXpcXsd3QDk6jyib8l6BVmSXSGEyN5bb73F5MmTicViHHTQQbzxxhuUl5fnOyzRD3Vlpbcy4GHyQbt1OpltWlFeVBVmRTCzGc2hKe2uPPcXTTcA85YGscl0mWjZv7j10pOeOo/oWxS7MzOiRYcikQhFRUXU19cTCATyHY4Qog976aWXuOCCC0ilUhxzzDG88sor8u+G6JbFVSHmLQ0S8Lg6TNCyGVQRiunNNc8Jw8TrzIxQ7o/DQbbV2gS87W8Asp2kl815RN8hCXKOSIIshOiMv/zlL1x77bXYts3ZZ5/NM888g9vdfxMM0TdIgtY9uboB2FlvJHZFkiDniCTIQoj22LbNb37zG+68804ArrrqKh555BE0rX+1xhJ9myRoQuRGtxPkWCzGv/71Lz744AM2b95MPB5vc6OAoii89dZb3blcnyUJshCiLZZlcf311/PnP/8ZgDvuuINf/epXMh1PCCH6qKw36QHMnDmTKVOmsHXrVmzbbv7HftsEedvH5JeBEGJXk0qlmDJlCs8//zwADz/8MD/+8Y/zHJXo60IxnRXVmZXgZNrE48isBI+s7PmV4HxeW4i+IusV5C+//JJDDz0UXdeZOHEiJ554Ij/96U8pKiriD3/4AzU1NbzzzjvMmzePgQMHcscddxAIBJgyZUquX0OfICvIQojtxWIxzjrrLObOnYvD4eDpp5/m/PPPz3dYog9rrZbYqSkYpk1UN3q0ljif1xair8k6QZ4yZQr/+Mc/uOSSS3jyySeBzHS9yspKNm3a1Hzc/PnzmTx5MrvtthuLFy+moKAgN5H3MZIgCyG2FQqFOPnkk/noo48oKCjg3//+N5MmTcp3WKKPa+pGUeRxUdJKN4pwLEV9N7pR9NVrC9HXZD0o5L333kNRFG677bYWj2+fb48fP55HHnmEL774gt/97nfZXk4IIfqNdevWceSRR/LRRx8xcOBA3n77bUmORYdCMZ1FVWGKPC5K/e4dyhIVRaHU7ybgcbGoKkwopu8U1xaiL8o6Qa6ursbj8bQYOa1pGolEYodjzz77bFwuFy+99FK2lxNCiH7hq6++Yty4cSxfvpzddtuNBQsWMGbMmHyHJfqBFdVRIgmDEp+r3eNKfS7qEwZfB6M7xbWF6IuyTpD9fj8ej6fFY0VFRUSjUeLxeIvHHQ4HLpeLtWvXZns5IYTo8z744APGjx/Phg0bGDVqFIsWLWL06NH5Dkv0E8uqM5PqOtrQrigKPreDZdW5S1LzeW0h+qKsE+Tdd9+d+vr6FivGo0aNAjLlF9v66quviMViuFzt35kKIUR/NXv2bI499li2bNnCYYcdxoIFC9h9993zHZboR5JpE6fWuc1vTk0lYZg7xbWF6IuyTpAPOuggbNvmo48+an7slFNOwbZtrrnmGubPn09DQwOfffYZF198MYqiMG7cuJwELYQQfck///lPTj31VBoaGpg0aRJvvfUWJSUl+Q5L9DMeh4Zhdm7fvGFaeJ25GzKz/bVjukFVbYyFK0O8u6KGhStDVNXGiOlGt68diuksWhli6oLVPPruSqYuWM2ilSGpaxZ9StZdLGbOnMmpp57KFVdcweOPPw5APB5n//33Z/Xq1TvsfnW73cyfP59DDjkkN5H3MdLFQohd08MPP8z1118PwPnnn89TTz0l75aJrCxaGWLOkmpGVvjbLXWwbZvlwSgn7leZs24STdceUe5jTbiBqtoYScPE7dDQVAXTsht7Iqu4HCpTjtiLcSPKWj1XW32U9y73UVUb61Ybue3PbZo2boeKnrbQNKVP9WyWftL9W9YJsmVZLF26FJfLxYgRI5of37RpE9dffz2vv/46uq6jKAqHHnoo999/P0ceeWTOAu9rJEEWYtdi2zZ33HEHd999NwA//vGP+eMf/4iqZv3GnNjFhWI60xatwamqlPrbTqBqozppy2LK2L1ylmg1Xbu6Psmm+gReh0ahx4HCNotd2NTUJ0mkTX541HBO2G9Qi3Ns20c5GEmipy22xlOkTItkysQwLfS0RXnATbHXxaBiLxUBNz63s8M2ck3nnrc0yPpwA/GUSV1DikgyjY1NSaGLvcv9VAQ8xPR0p5Ptj1dvYdHKEBvrE4DCbsVejhg+kEOHlmT9uZV+0juHbo+abothGIRCIfx+Pz6frycu0adIgizErsM0Ta655hr++te/AnD33Xfzi1/8QqaF9gH9fdWuqRdxwOOitJVexKFYikgP9SKe/eVmHnuvCq9Dozzg2eHaMT1N0jCpLPIwuNi7Q4K+uCrE3K+CxJJpaqOZBNmlaUSSKWoiOuGGFKqiMKjIw24DCtDTJl6nxvAyH0NLC1EUpc3kf+HKWp75YC1b4gaKAomUyZZ4Cq0xwVSAArfG4UNLGFbm6zDZXrwqxL8+2cCKYJSEYZI2bSzbxrTA69IYPcjPBYftwRHDS7ucxEo/6Z1Dt0ZNt8fpdDJo0KCODxRCiH4kmUxywQUX8O9//xtVVfnLX/7ClVdeme+wdnltrdrFkyazl1SzeFW4z6zatZfEjxmaqV1fVBVmRTDTWcKhKRim1bwyetzoiubjOjpfV24KfG4H5T43hmVTE9VxO1TUxvKKmG40lzNEEinWhRsIeByccdBulPrczX2UY8l08wp0UcBFKKo3r/I6VYW0abEuHCcc0wl4nTgUlZpokkTKZN8hRZT6XCwPRvk6GG2OPRTT+dcnGwjW6wwsdOHQFLbGUxS6HXgcGrZto6ctIok0n6zdQkWRh1K/G7vx8ziiwg/Q/DlaEYzw2fo6ook0mqLg0MDr1Jpfa4Oe5j9rtxKKZmqi2yolaetru20/6e019ZPeNrb+cOO2K8pJgmyaJlu2bAFg4MCBaFruNg4IIURfEYlEmDx5Mu+88w4ul4t//vOfnHXWWfkOS0Dz2+9FHtcONby27SEcSzFvaRAgp6t2XUlOu5LEj6jw83Uwc96EYVJc4GT8iNIWCVWubwpWBGOMqAhQVOAkWJ8gGNXR0yYNuolumOiGRUzPvGY9bfH8x+v4dO1WyvwekmmTFcEolmVT7HXh8zjR0ya1UR0jbVGfMEilLUDBsiGup7Ft0FSFSBIWJGuxsfnW4KLmNnJNX6e3lgb5fH0dDk0lmTZJpEwShsnAwkytv6IoeJwaNpkV9rWhhuZke1l1hFc/3UB9Mk0kYaCqCsuDUUJRnWTawuPQKHI48Dq15u+ZApdGNGGwdksDz360jn0GBTqdxDb1kx7ZmJS3pbUbAdG3ZJ0gT58+neeee46FCxe2GC0NMGTIEI488kjOP/98Tj311G4HKYQQ+VZTU8OJJ57Ip59+is/nY/r06RxzzDH5DkuQn1W7bJLTribxpT53u8l8rm8Ktm/1Zts2W+IpNm5twLbB7dDwODUUVSGqp6lPGESTJj63A5/bQcIwiSYNkmkL07axbZtI0iBt2ZiWDYqCqigotg0ouBwqmqJgWBZxPc3nG+rxOjV8HicJw2z+HD/zwVoiCYOBPjeWBTE9Tcq0CMdSzddWlMwGvWgyTVVtlH2HFKEoCvUJgzeX1TBuWCkjK/ysCsWJJU3Slk1hY1IcTaZRUPB7nACZ//c60dMWSzdH+GTNluZ6645uiLLpJy1lFn1TlxPkdevWceaZZ/LZZ58BO46WBtiwYQMvvPACL7zwAocccggvv/wyu+22W/ejFUKIPFi9ejUTJ05k5cqVlJWV8cYbb3DwwQfnOyzRqLdW7bbd1PXlpnpqYylKCl18a5CfogEF+NyZX6mtJaddSeLfWlpDXYPB5vpkm50aBhW5+WTt1lbPF9PTBOsTVEeS1CUMVgSj1DWkOtx45tZUlm+OEkkaJA0LRYENWxLEUyY2EE81JtA2pEwbr1NlQIGTBsOkNpbE69Twux2oKFRHkqTSJqm0TeNTAFAVBQsV27YxTBu3O/OOc8q0SRgmy4NRCl0OUOCnL3zG8mCUjVsTKEpm1dnj0lAU8Dgym2EjSQMAvyeTlDodKlsT6ebPQ3W9jtOhNH+OquuTxPU0CuByZK7dVL7icWo4tcx5FRQK3A6iusGiqjATv1XZqRuihJGWftI7iS4lyNXV1YwZM4aamhps22bQoEEcc8wx7LvvvgwYMACArVu38uWXX/L2229TXV3Nxx9/zOGHH86nn35KeXl5j7wIIYToKV988QWTJk1i8+bN7LXXXsyZM4eRI0fmOyyxjZ5etdt2U9eq2jiGaVGXMFCA2pjO+1/rLK2OcdAexQwr86G2smLdmSTetm0iiRQfr9nCunCcvcv9BCMJVtbGCcdTgE2R18mAAldzmcHhw0oY6HNlEk/bZnVtjFWhOEnDwu1QcTtUaqI6r3y2ka82R9stubBsmxXBKIOLvZT73WyqSxDT02TWe21sWyFpWli2jQU4HSppy6bAqVHdYGBaMLDQhcehgQG1CR2UTFKsNJ6j8ZWiKJmuGEBj6YRBNJFiVcpEUWBQkYdNdUnSpk3KtAEbVUmjmxa6YeJQFXxu5w7JrW3T3HcjWJ8gkUpT5i9ofo2GlemkoSrfdJtxqAp62iJpmM0JMoCqKmgobNya6PRqfSptEfB0rs2jYVoUFzg7dazofV1KkK+44gqCwSA+n48HH3yQKVOm4HC0fop0Os1TTz3FDTfcwObNm7nqqqt45ZVXchK0EEL0hgULFnDqqadSV1fHfvvtx5w5cxg8eHC+wxLb6ekpcE1v8wfrdcr8bhKpNHrawu/J/P5LGibhmM6Hq7egAMPLM0nwtivWnUniV4fiLAtG8Tg0nI5Mve2yYJQG3SSzYKoSSaZxqipb4inSjSUIAHuX+1ldG2NZdRSvU6Pc726+lmllXrdTVdssuQjFdIIRnYDXkUlmFYX1WxswzEydblP7wqSRxrAyq8JG2qK6PknA60BVoSGV2UQI4HaopE0LVQHDVnFoKoZpY1kWNqApSosWcqYFKdNigDeT5EaTmXrhSp8Ls7GDRtqycWqNX8OUiUMzcWtqc3Lr0BTSpkmx1wNkVottBQYVeb/5+quZ1ettvw5KY+lHwjCbyywgc2Okqgp62uz06v+aUBw9nWRwsafdr3VTV5DxI6S8oq/qdIK8fPlyZs6cidPpZNasWR32NHY4HFx++eWMHDmS4447jhkzZrBixQpZeRFC9Auvv/4655xzDslkknHjxvHaa681v1Mm+haPQyOe7FzS29VVu1BMZ97SIFviBgMLM5vPaqJJHOo3CZ7XmamBbdDTLA9GqSjyNtfFNq1Yd5TEx3SDpZsjNKTSxHSTmrjOf9dtJWVaFBe4KXBpKCiZTWqGidup4bAynRs+XbsVv8fJqlC8uYZ3W5qqYFh2myUcHodG2rSIJA32G1zEsmAUPW4RSabRFLV5tTltWaTSmdVjh6o0DxCpa8i0XjMtm5pokgKXhqpk1ozTloWqZkoWnBqk0plVY0Wl+fNh2hYp08SlqVgoYGdWqwucGqqi4vc4aEhlNvUlDYsCt0YqbZFImTi9anNy69AUFEVhWFkhAHVJgwKnRnnATUw3CEZ0wo0bDDM10eDSMnXQSuayzWxsjLSJpip4HWqnS3g21DWQSmfqo9vrZR2KpSjyOps7bIi+p9Md7Z977jkALrzwwi4N/JgwYQIXXnghAM8//3wXwxNCiN739NNPM3nyZJLJJCeffDJz586V5LgPG1XpJ6Ybre6J2VbTqt2oys4nJSuqo6wPN6AoUNhYY2w2rixuy+1QsclsagvWJ5ofb1qxbm+MtGXbfLZuK2vCceoSBknDJJFKE0mmSaUtIgmjsdQhU4ucMi3SpoVDVSlwadTGdL5Yv5WkYTXHuC3TsnFpanMJx0erw7zy6QbCsRQpI5PMvflVkFW1MVBgVIWfaMIgbVrY2JiNbdSa6pIdamYFWFUUnJqCbWcS37RpNyeuRtrCxCJt2hiN51HIJNVNyahNpuQhljSbV7lt2yZpmGxtSFGXSBHVDdxODbdDwwbSlo1l2XhdWma6n5EGJXPj05AyKfN72LOkkNqojmnaDCryUBPRWVwV5qtN9aiqQoFLw7JtGlImsWQaPW1mSjO2+ZLqaQtFUfC6NAYUujtdwlPmcxPwOqlPpqiN6jt8T9q2TW1UJ5JMMXZ49sNIRM/rdIL88ccfoygKU6ZM6fJFfvCDH2DbNh9++GGXnyuEEL3pD3/4A1OmTME0TS6++GJeeeUVCgoKOn6iyJuRlX4CXifhWKrd47JZtVtWHaWhMcFtSpA0VcGyWiY+mRVSDT1tEWzsnwuZxM3r1NpN4lfXxli6OYpTVfG7HZnV6cYWaAUuB4aZKWVYv6WBUEwnlc4krWnLwu3USFs2X26OUBtN8nVNlJU1UWqiSXTDxMZGT5tUBjw7lHAMGeClPOBhyAAvAwqdOFWVZdXRTKLnd+N3Z8otbDszRMPlUHE2rtI2vYq0lYkD227uKGEDKcvGqaooCqQaSyBs28bjVCl0ORhQ4MTtULEsG9OycGkKLodCXE9nXr8ChplZna6Lp/C61MYVZ5t4ymxMzlWShkUsaaCnTdwOld0HeNlYlyBtWRw7upyEYfLV5no0RaE84KHc72FomS9zw2BZ2Ham73GycWiJjU3CSBPX02iqwj4VfsoDni6V8FT4PRw3uoK0ZbGicZNhMJJkw9YGlgejpC1rh17Wou/pdInF0qVLATj00EO7fJGm5zSdQwgh+hrbtrnlllu47777ALjxxhu57777ZHR0P1DqczN2eAnzlgaxocMJdF1ZtUumTazGZLVJwONks55sXhVtoqoKVtpq7Pfbss50RIWfxavCO7z1HtPTrArF0dRMwpcyM4loTKdxQIfZvJlNT1uoqkLatFEVhQKXytZ4imTKQk+bFLgcOCxI2xab65OEYykKXCpFXieFbgf/21CH15FZjd1+NduyFRoMk4a4yea6IKqiUOhxkEhbmFbmtTTl9k1Jvk2mE0VTwlxc4ERVFNxOlWjCoM60Gje9ZTbambaNC5VCT2bAR9qy8LkdWBakTBO35sBwQFGBE9uG+oSB26FiNna8aCrdMEwr00NZU1BVFZdDpbTQxf67F7NPhZ/RgwKMqPCzJZ5i7lfBzIa+bcpOBhV5iCcN1oYbMCwby7ZQrcyKcsJIoyiZlm97lXg555DdWF4d6/Dmq0lTCc8Rw0s71cta9F2dTpDr6uooLCzE6/V2fPB2vF4vPp+Purq6Lj9XCCF6Wjqd5sorr+Tvf/87APfeey8333xznqMSXZHNBLrO8Dg01Mb62iYBr7N5WIbH8c1gLKux16+rsQXZtivWbSXxwfoEScPC41CJpzI1r5UBDzWRJIZp43IoaI0dFwzLamxPlvl7Q8okmc5shHOoCi5NxePMxGPZFjHdJBhJMajI0zwmujzgoa7BoMCVOS6aNPjvuq18tbGOej2N16FiKwqWZZFqLJmw7ExJiWJlklzLAkvLlFTYtt24mS2TwBumjSutUOpzM6DQjduhUBtLEWlMdgs9TtyagkPTCHjcJA2T9VsaMrE0rrAnDBOfy4GmKo0b81TAwrIg4HGgKpmEN6YbaIrCt3cr5uqjh+9QI7yiOsoAr5N4KtOfuakuXEFh7wo/BW4Ha0IxYslM8m/bNiU+FwN9bkaU+5q/XxQU5iypxra7tvGu1OfusJe16Ls6nSBHIpFutWkrLCwkFApl/XwhhOgJiUSC8847jxkzZqCqKn/729+49NJL8x2W6CJVVXpk1W5UpZ8PqkJE9HRz9wO3Q6PU56Y6kgQy9ccAhplZxS33u5vrTLddsW4tif+6JpapgSVTUjC42Ivf48wM2sBm23RMRSFlWji0TClGNGmjNtbzOlWFuJ5pkWbZmQ11Lk2luMBLwrBYG47jdmhgg26YDC8toKomyidrtxCM6DhVFbemYgF6ysQwM8/3ubTMa7dszMZrWYBhZl4vZGp3naqKZdNYopCps60IuDlg9wFg2/x3Qx0xPU3A48IwLTRFobo+wdYGA8u2m+upLcsmkkxjpK3mzYWYFg4102JOT1vsXe5jYKGLteEGBhd7+d4hu7W6gW5ZdZS9y/3oaZNVofgO47M1RWGfygABjyOzWu3UGD+ijFGV/hbfLyMrW1/9355svNu5dDpBtiyr2xfLxTmEECJX6urqOO2005g/fz5ut5sXXniB008/Pd9hiW7I9ardyEo/u5cU8OXGCHE93fxWfVOiFIrpRJPpTE2wmVntjOppCt2OHVasW0viAfweB6MHBVgRjJJIpdlcl2iePpdqTFSVxl7CpmXjcTTWACvgUBRUTWHfwQGqI3qmL7HLQZHXjd/jxKWpBCNJDMui2OsipqfxujSSaYuvgzEiiTTFXicepwNXUmVrg4FpZxJvk8yGPIcCKYtvpn20/F+Uxr+kGstR3E6NYaWFeJ0ay6ujjKr0c/CeA4kkDXYfUMD6rQ2sqo2jqSoBr5OKgJuUaeHUNDRFIW3rWJaF1fj5tOym1WkLy86Mql4bbsDlUDn9wMFtviuQTJu4HCq7DSygosjbPD47lbYocGnsXVbY3HEkGEnidqpcMm7oDufpyRIe0XdlPWpaCCH6s82bN3PCCSfwv//9j0AgwIwZMzjqqKPyHZboY0p9bo4bXcGmugTV9ToWZDavKQplfg9+j5PqSILaqE6h28EBuxVx4rcHtbtivW0Sb9sQiuroaRPDtKmOJNENC6dDI53OlDikLRuXqmA3Jsl+j4N444q2aUOBU2P8yDJqIjpLqyN4HBo+j6O5Ptrt1KiPGGiKgVNT2XNgAZvrk6Qtq3lFHMDnzrRTi6cyK7qKYhNpML+ZggdoaiY5Nq2WSbJlZ5J5xYaSIjdlAU/m+kmDVaE4e5YUMKoywCXjhhKK6UxbtAanqvLl5npMM7ORcHN9EjQVn1sjmsyUb5iW3TytL520KHCquDSVomIPpx84pHkEdGu2bf/nczvwlfube1Rvr6P2fz1VwiP6ri4lyMFgEE3TOj6wFds35hZCiHypqqpi4sSJrFq1ioqKCmbPns2BBx6Y77BEHzVmaAmWbTdP0quN6LhdmUwxmTZRgcOGlnD2QUM4Ynhpq1Pq2jKq0s9TVSHiKZOSQhdOVWF5MIKRzvTpta3MqnGDaaOpMKDAiaJAwsgs6bodCoOKMm3ICkszv9KramPURJK4HRqqmukMYViZNm37DSlq7idsmHZjx4hMvE0DM1wOFb+rsfcw30ym01RwOjQM08pM1mv8mMuR6eDhcWZWexNpm3BMp9TnaV6d3bg1waR9K4GWo8Ety6Y2msyUhZiZlnaqYqOpCql0ps7atG38HidlfjfFXiff3q2oeSJgR5/bbGqHW9NTJTyi7+pSgtxRj0khhOjrPvvsM0488USCwSDDhg1j7ty5DB8+PN9hiT5MVRXG7V3GPpUBPlmzhUUrQ2yoS6Cg8K0BAcYOL+GQvQZmlSCV+t1sTRiZGlvDJJI0UFUVh2ajYaMqVqYOt/HXr0NTiSfNzBALTcHp0HBoKjHdwOd2MqzMR6FbY0V1lHVbGtBNG9O02KOkgCHFXoq9LpYHI7gdKvW23TjQ4xuZkg4Nv9dJQ9rC5cj83bZtkulMbbIKKFqm1CHTAi6zAqsqmdfj1FRqozp+jxO3o7Ffcdpsrs1dVh2l0OVgVW2MUCxFTeOxXqcDTVVJpNKkbfA6M63f3A6NPUsKaEiZTPpWBZMP2q1Tn+ueqB2WjXe7jk4nyE27u4UQor967733OO2004hEIhxwwAHMnj2bysrKfIcl8igU01lRHW2edudxZHoWj6zccUWw1OfmhP0Gtfu2fpevH9UZUOBkw9YGokmTQreDgYVOIol0c4cMPW3SkEqTNm2SqTRFBW4qnG4Sje3kosk0i6vCDCstxCYzsjppWJT5PagqzZvTEobF0up66hMGHmemZVrabmxJR2YYiGWD16llhn4YFqqioKo0rkZnNhKqqoKRtkChuS7aVmwcmoavcVBJJGkQSRh4nBZp22JIcWHz5zOZNglGElRHdAIeBw26A1VV8Dg0PE4Nv9uRqTm2MuO8y/0e9h1cRNqyOp0cN329pHZYZKvTCXI2A0KEEKKvePXVVznvvPPQdZ0JEyYwY8YMioqK8h2WyBPLsvlwdZhFVWEiiczqq1NTiCdNZi+pZvGqcPPb+F0pmeiqZdVRBhcXUBNN4VAtUmkTlMx0ukTKzGzEUxUCXifRZBpFURlV4UdRFJZWR1CAPQYWkDZtPlgdBhQGBTyU+90oikI0aVDmc3PwngNIGhbLGssbosk0qgJxw8SyG3sUayqVRR4aUmkShomqZvojA5g2ODUNlyOTFEfNTHs3t0MDJfP5tG2I6pkOFNGkwda4QanfTbnfzeDib4btmKbN2i0JChqHnBimTX0siUPLjOb2Oh2ZdnUGbImnKHA6sk5ipXZYZEs26QkhdnpPPvkkV155JZZlMXnyZJ577jk8Hk++wxJ59OHqMPOWBinyuBjZmHA2sW0P4ViKeUuDAD36dnoynenR63WqVFb6ielp6hNpTDPTx7jArVHg1KhrMJrbsEV0A6/TQaFbAxQM0/6mzRvgdKigZHocJ9MmoysD+D0u/B5oqihuSKVxagqxVBpVUagsymw4BFhVGyOWTDd+LmxURcWhKNhKpiTDoaqkHBaWYWbazAHYmark+gajec+RU1NwKvB1TZS6hhShqM7EfSsw0ibVkQRepwPTsnFoKj63g5ieJhTTcagGBW4Nt6YSSaRRBthZJ7FSOyyyJQmyEGKnZds29957L7feeisAl112GY899hgOh/zTtysLxXQWVYUp8rharU1VFIVSvxubzMpjTyZRHodGMKLjdmh4nA48TgelvkzJQzimZ/opJ4zMFD0l8z29sS7BsFIfBwwpZktDipU1Meobj3GoCmvDcQJeJ16nxujKAENLC5uvV+pz4fM4cDtUhpX62HNgIcuqo7gdWnM7uTK/m1AshWVlRkwrKzidYQAAxBNJREFUgM/jIGlkVrj1tIFuZkozTBuwwbQtkoaCU820hkubFoapYFkpPM5Mj+PPN9RRHUmwfkuCaMLAqaoEPE4URaHQ5cDvdZJMpYnqJg26ie2E8oCb/Xcv7vZNitQOi66SGapCiJ2SZVnceOONzcnxrbfeyt/+9jdJjkVzF4USn6vd40p9LuoTBl8Hoz0Wy6hKP/FUptxhWwoKpT4Pw8p8eJwaDjXT+7jA5aC00M2gIg+bI0nqE2nKAx5cmto8hrk2qjOwwMnhwwYyrMzXYnVcURTKfG4CXif1yRR+j5N9Kv1Ytk1NVKeuIYVTU/A6VUwrkxw7NQVHY4AxPY1uWHidGn6PAwUb07Kaj03bNlE9TcKwsK1M/TTQPFwls0Ke2YiYNEx002oepe1UVfweF4OKPBQVuFBUhRHlvuaVbSF6U6d+U2Tb2m17iqKQTqdzci4hhGiLYRhceumlPPPMMwA88MAD/PSnP81zVKKvWFadqUXtqPWoomRqYpdVR3ts5XFkpb+5vCDg3TFhdzs0vC4tM8JaUxlY6MK2LdaGG/A6teZa47qGFH6vM1NPbNnUJ9LURHT8nh3P6dRUKvweDtqzmHlLg2zY0kBcN4nrBg0pE1VVKA+4GTLAi6JAsHkAiUokoeLUMivCNjaGmWkfZ9uZpL6pN7Nlg1Ox8WgqCgob6xIMLvZSG9Fp0NMoikKDYZKKJnFqCgUuB05HZpJe2rJwqgpeZ2astNfZ/RykK5sxhYBOJsi5au8mbeKEED0tHo9zzjnn8MYbb+BwOPj73//OhRdemO+wRB+STJs4tc5tvHNqKgnD7LFYSn1uJowo5d+fbiSSNJqHkDSxGyf0pdIWgwJu9LSJadmU+pzNU/0ANFUhbVjNq8wep8aqULx5UlyTmG40drlIs25rnLWhBtJWpsdyUaGLAYUKBS6VPQYWUhlwszIUx6lpbKpLUNc4Zc9Om5i2hUKmh7LLoaApmRXupJHphKEBLk1F0zQaDBM7ZRNLGhhmZlOeUwPUTJs6xbaJ6iYuw8TRuBIOCsm0xfJghJP3H5R1gttXNmOK/qdTCfLq1at7Og4hhOi2LVu2cMopp7B48WK8Xi8vvfQSJ510Ur7DEn3MthPWOtLWhLVcrkie/p0hLNkUYXN9kkTKxO1QUVUF07LRDZMCtwNNzUzEi6fSODSNQnfLX99ep0Zt4xhlv8fRuJJrsyYUY78hxdi2zepQnJU1UTZHdEoKnNRGdZyaiqZmkurhZb7meuVQTOeTtVuJJg2iSROXlqnI1BQynSdSFm6HRnGBg60NmSIJs3HwiKZmNvJBJklGg1jSIGZkVqe9zky9s2HZaECJ383WBoNYMo3bCQGPE1VRSOppLNtmxuebmP1lNQGPA7/H1aUEt69sxhT9T6cS5D333LOn4xBCiG7ZuHEjkyZNYsmSJQwYMICZM2dyxBFH5Dss0Qd1Z8JatiuS7SXU5X4P5x66O699vgk9bZE0MmOnC1wae5cVUujW+HD1FuobjOYWaE1xN23mC8dTxPVMazanppJKW8R0g49Wb6HAlUmYlwWjWKZNaaELRYGSQjc+jxMbm3gyzdLqCADDynxEk2mCUR2XpnL0PmXE9TQLVoZJW1ZzyUOmvMLMTL1rjNcwt3mnuPF/TStTdtGU9KuKgt/jIBxPkTItYql043kypRmOxiEkiqIwwOOguj4JNhy4RzFDBni3+fq0n+D2pc2Yov+R3SpCiH5v+fLlTJw4kXXr1jFkyBDmzJnDvvvum++wRB/VnQlrXV2R7GxCfeieAwFaHNfUr7fu/9n783jbrrrKG/6uudrdn7659+b26UNjACORptQIBKWQQkQeKaMlWlUKD6+gBTallqIi8rwvKkJVYSHBelKFpaCimNBIRJIACelIctPcvjntPs3uVzvn+8fce9992nvOuec2Sdb4fPxIzt17rbnW3nvNMX9z/MZoxezoy+JH2gJO9LTXz9UDJiotkJD3NHG1TIFrCQxDk9NHTy8SxJKsraOni57FYivuVqENDE2UfR1TnXMtjszWGcjYNMKERhBzYKTAVNWnEST0ZbWuueZHHCvX6c86lBshGcci8iPiRCLbkkojMJBKkkiw2sEkSkHO1a4YrShhvh5iGgLTNAjihLlGQMlzyDkmrm0ykHW6AShjPZKR5QR3MO9SrgXdRcjkQovpms9L9vSv+30Yyjs8NV3jmelaSpBTdJES5BQpUjyr8cADD3DrrbdSLpe56qqr+OIXv5jueqVYF1tNWNtKRfKZ6dqmCPVafr0HhvMcma3zsbsPM1sLkBJiKTk530RKyLkmYyUPDIO5ekDNj4kTiWubVFoRs/WAa8cKXDNWYLLitwn00up53rOYrvo8PV3DjxJGih6xgulawIGRAmNFjycma12f47xnkbSdKmxh0Ap1SEic6JQ9x9ROGEHccarQ5/PjhInFFqZp0J+1aISJbvBD4Zja93m05FJrJZgm5DwLFExXfaYrLfIjSyOhB3I2X3t6ltMLLYqe1V2EHJtrsNiKiI7Od+Ujq+0YXIxmzBTPPmyIIH/605/ethP+5E/+5LYdK0WKFM9vfPnLX+ZNb3oT9Xqdl770pXzhC19geHj4Ug8rxbMAW0lY69jDXTVaWOuwwNmK5APH53l8orrpLf61/HpHih6LzZDPPXQG2xRMVyMMw2D3YIZSxtapdkApY1NphpxZ9Cl6Fq0woehZ7B3Mc2CkwKmFFuYqel0DA9cyOTHXYKTgYaD1xGE70nq0lOFouUEjiMl7NgYGpYzNyYUIWxjUA21XJ9qWdLZ5loTHiZaDuKYOEPEjCRFEkSTjWAzmHQwMWlFMLBVSgWsLMraJ0c60dm2zS9Z7cbzcYLoaEEnFS/f0d8+ZdSwcSyAwlshHVsOFbsZM8ezDhgjyT/3UT53TDmejSAlyihQptgN/+Zd/ydvf/naiKOIHfuAH+NznPkehsD5xSZGig60krG3UHq4RJiw2Qv7sX46SKBgveoz7GUaLLnl3ZcPfZrb4X7ZvkCcma9hCAAZ51+5KHjrQ1nAW+4dzvPzAEA8cn2e+EVLxI0D7GndI73KYQifzdQi0HyVIqbjn8KyOhG6GzDUCTGHiWtrLOI4TEmHgWYIwViglta2rVCRS66kNwBRalhwlCtMAYRi0YkmQhBii3TwZRLiWSdGzOTpbZ1Yq5hpBN1Bk+bjrQczRcoOsa+Isq4rr64Ri9qx8ZGSNz2CtZswUz19siCC/6lWv2jaCnCJFihTni49//OP8wi/8Akop3vKWt/AXf/EXuG6qHUyxeWwmYe1c9nBSKY7N1jlabjDfCFlshowUPZphwuMTFY7Omqtu9W9mi79XHrLYCnHNpXlfncZCP0q4pu2xbJu6Ahu20++WSyV6kUiFbRrEiWKm2uLEfJOiZ+NagqofMdcIqbViEhVjCd1MF8SSWOoEvYxt0u/YxAr8WBInCmHo5jslIUJhCkVfzsUWBrP1gChRVFsR2aKJbQpyrsliMySR2hkjiCQTfgupFOOlDFKpthUcTFda+JHEMUXXaaOD3uvsyEdmqgH54bNEuB5ETFV8vnO6wv6RHJ/8+rHUHzkFsEGCfPfdd1/gYaRIkSLFuaGU4rd/+7f5rd/6LQD+43/8j/zJn/zJtoUZpXj+YTN2beeyhzs2W+fJqRoZ26SUsQliSdGzKbSdIuYbIfcdmeM7Zyp4jonfDszwHB2QMV7yKNeDcxKzAyN5HjtT4atPzdDwEwqeRcGzyDgWUioyjr6GfW05wVjR4+RcE7ugSeVyqUQHCkUQJ+wZzHGi3KAWxDimYM9AlloQU/VjsrZFKWO3FwARUikcU6DQzXdBrL2Mc66FY0oqSiGlJtDC0I16BddiMNe+RgHz9ZCkTewNw2Ag69KfdxDCYHKxRcYx8ZRgvhHpxsDZeldmMVX1cSyDIJaMFb0l92n5dbqWyVTVZ/9wvmt7d2S2zkIjxDIFJc9mrh6m/sgpgOdw1PSf/umfsnfvXjzP46abbuJb3/rWmq/9xCc+wStf+Ur6+/vp7+/nlltuWff1KVKkuPiQUvKud72rS45/8zd/kz/90z9NyXGKLUFKxX1Hytx+73HuenyKuXpIGMkuQbr93uPcd6SMlGdty64ZK1APolVDrzpb/RnbJOdZhImkL2OTSNW1Ypup+iw2Q47N1jk2U+fUQouTC02OlxtMVnyOztZXPe/yMf/FfSc4vdDiqpECOddEoR03Zqo+/Vmbm/YPcmCk0K2yjhS1nV3W0TWxvGuxfyhHK0qo+Wevp+7HZGyTnX0ei35ElEh29GUwDINyPcQWAs82aYUJYSzbkdQWo30ZxksZcp6NY5kYBjSCmDCRlDI2Bdcm5wgsIXBsscSFI2NZOKZAJnqx0pexGci7GBgUPRvbFASxJIwVOddiIOdytNygHuhU3qhdYc7YJiPFpQuL5dcpeqrox8oNnpis4IcJOdfiRbtK7B3Ks7M/w9WjBWwh+PKhab55bG7rX7IUz2o8J10sPvOZz/Ce97yH//pf/ys33XQTH/nIR3jta1/LU089xcjIyIrX33333bztbW/j5ptvxvM8/uAP/oDXvOY1PP744+zcufMSXEGKFCl6EYYhP/mTP8lnPvMZDMPgT/7kT/iFX/iFSz2sFBcR2x0VvJUAifXs4Tpb/SMFt0s0x0sex8pNyjWfqaoO5XBsQc2PcW2T4bwLBgRRwqIfcXA41yVmnfP2XvdT01WOl5tcMZDlypEcO/szBLHENAxyrkWjXeWdrfoUeyrDfiTZP5zDNg1mawFDeadbXT5abjBd80naEc+7+3OcnG/iWQLP1nZxFT8kSiQF1yKSkqofo5S2k7OEgZIKzzaxTYP5RoRtaiK92IpIEkUoFa5tkXN1Ol6UKJphjDAMLZcQBhKFkoqCe3bB61omQ3mHk/MtAK4YyDCQc7puFrnhPEGsreJu2FlaVVvce53lWkAp63CsXOehUwskiaI/57B/KNd9HZyfP3Iaaf3cgaHOM/9ZSslnP/tZvvKVr3Dq1ClarRZf+cpXuv/eaDT49re/jWEYvPKVrzzvAW8EN910Ey972cv46Ec/2h3jFVdcwbve9S7e//73n/P9SZLQ39/PRz/60Q03FVarVUqlEpVKhWKxeF7jT5EixVnU63X+zb/5N3zpS1/Ctm0+/elP8+M//uOXelgpLhLW8hGOEkUtiChl7E1vhZfrAbffexxbiHV9kGdrAbGU3Hbz3i65ufOxSf72oTM0I4lrGdimYKzocWK+QZQoLCHw44Rrx4qMFD2+9vQMZxZauLaJaRiU6wGRlGRsSxNktLY5iBJ29Gd49VXDtEJJlEhu2Fnk8Ykq1VaEMAwen6gCqptGd6AtFXhyuoYwDJJEUa77xFKxfzjH7v4ctiWIpeT7rxlBGEb3PgrDYLEVcnqhxXwjJE4kfVmH/qzNYkuT3KGcQ9WPOb3QRCnIuBZ1P6bqR2Rtk7xnIQyDOJEYBhQ8m1orRqGrvacXmkgFBdeiL+tgmQYLzZCiZ2FgkCiF2Q4NOTxTpxEl5ByLomejlATDaMdVG5iG1jd7tkU9iHFtwYHhPNVWRDOMedWVwwix9qZ4zY944Pg8430ZgijhaLnBC3aWlvgqL4dSiqema9x6w9g5teEX4nua4tLivCrIhw4d4s1vfjNPPfVUd4tmueDf8zze8Y53cOTIEe6+++4LTpLDMOTb3/42v/Irv9L9mxCCW265hfvuu29Dx2g2m0RRxMDAwIUaZooUKTaAcrnM61//eu6//35yuRyf/exnec1rXnOph5XiIuJCRAVv1q7tmekaA1mHbx6b47EzVRKlaAQRi00drXxqocVcPcC1BLsHslw7Vuw24hU8i1aU4FjaRiyRqt3cJtuaX02Gx/syJFIxUw3YN5Tjn5+e4chsjWvHSlw1WuDobB1TGIwUPDDoJt9dNZqn5Nk8PlnFjxIc0yCIFcfLTU4taJu31143yk17B7EswYGRPH/30Bm+9kyZWhCTtU12lDyqfowfa4u7KJFtMhthmQauJZBKx0xLJSl5NqWsjS0ErTjBNgQGulnPsbSE4uBIAWHAqfkWec/CNvXCIWObXDGQ61rSgS5iPTNTxzX1fQEFhkEnK7DkOewdyuHZgulqQJhIPMvk1hvGGMy7fP6RCeYb0bqLHT+SXDNe5Lab9/J3D08wlPeWpPKths00T6aR1s89bFmDPDs7yy233MKTTz7JC1/4Qn7nd35n1cqpaZr8/M//PEop/vqv//q8BrsRlMtlkiRhdHR0yd9HR0eZmpra0DHe9773sWPHDm655ZY1XxMEAdVqdcn/pUiRYvtw8uRJXvGKV3D//fczODjIP/3TP6Xk+HmG5cEcywswna3woudw75E5yvVgQ8fdqF1bL0HqECDHFLz6qhFec/0YL9s7wHiftm/T8c+woy/D/uF899gGBqMFFzBY9GMSpYgTiNvODUopxooewwW320TWCGPmGiGtUHave6p6Ntyjk3znWSYPnVikXA/YPZDl4HCevqzbTqATvOLAIDfu7mey6nP/iXkAjszUmaz6vHTPAD964y6uGSsgFQznXa4ezdOXcWgGCXGsGC16eJZJmChyjslVo0X6s44mvO1qrZQK1zIZLrhEiaQVJ13tczGjI639SOLHCVEiu9fZi1MLTcJEYgmT8VKGG3b28YKdfdyws4+rxopkbJPjcw0MDG4+MMSLr+jjFVcO8fIDQ1w1WuDmA4NU/JDZWrBCH66UYrYWUPVDbj4wyFDePacbSS824o98ob6nKS4ttlxB/vCHP8zk5CSvf/3r+Zu/+Rssy+KjH/0otVptxWvf8IY38J73vId77rnnvAZ7MfDBD36Q//2//zd33303nuet+brf//3f57/8l/9yEUeWIsXzB0888QSvec1rOHPmDFdccQV33XUX11577aUeVooLgPU0m1up9G5E57lZgqQJULgk8CPv2uSH7W7wxO6BOt8+Ps9kxWfvUNzdto+VYqjg4ZgCP4pphgmxVORdmx19GYo9AR+mMAgTyXQ1IE4UjnV2jL3exL1jm62HjBXdrivEcAGqfoQljK7Tw2wt6EYx9xK53sbCjptF3hP0ZR1magFjJY+8Z9Pf/u/xUowpBHGbMCoUcSIpFlwG8y5KKY7PNUmkZLEZ4kcJBc+k6kcYwM5+j8Gez0cp7ewxWwsZyrnUw5iit5SWLI/BHi441IOYV155tgq72dCXc7mR9GIj/sgX6nua4tJiywT585//PIZh8OEPfxjLWv8wBw4cwHVdjhw5stXTbRhDQ0OYpsn09PSSv09PTzM2Nrbuez/84Q/zwQ9+kC9/+cu88IUvXPe1v/Irv8J73vOe7n9Xq1WuuOKKrQ88RYoUAHzjG9/gh37oh5ifn+faa6/lrrvuSn9bz0Gspdls+EnXZqvSjMh71qYqvRvZvt4sQdIOCMa6BGi06NKXtVlohEvikG0hCKMY1zMptMMuXEuwfzi/opKaSEXWMZmq+JjCwOn599XCPWp+BEp1nRmWH6eDDjH756dmlhC53sbCpdfiMVMLmK0FXDFgMVp0man5zNR8ihmLySDqykMcS1DM6FQ9z7bYN5Rjz0COxVZIpRXxsr0DTFYCWlGCVAaVZoQQho6gjhJaUUzBsxjMOe2Ev9U3tjs+xs9M1xnvy3Blz2ex2dCXa8YK3PX4FEp56363Op7SvWS8F53F3e33HafSiijXQ8ZK3pqBMGmk9bMLWybIx48fJ5PJcM0112zo9fl8nkqlstXTbRiO4/CSl7yEr3zlK/zIj/wIoPVNX/nKV3jnO9+55vs+9KEP8bu/+7vcddddvPSlLz3neVzXTYMJUqTYZtx55528+c1vptlsctNNN/EP//APDA4OnvuNKZ512Ihm84nJCnsGc+zqz57zeJuJCt4sQTLaiXXrvTbv2hwcKfCt4/McmW10ZRZjJY8nJipIJdsRywk7St4KctzxIL6ymOfEfINYqrY0Q2N5uEcQJ0wstmhGCVE1AAyKGYuCaxFECQeHc933dojZAycWODh89l73yjZ64dkmg3mH+WZIX1tSMZhzWWhG5Dwb0zCotSIMYTBW1NXxmh91w0kOjBSYrQXsH85z2817eWa6xucfmSCIJX6kk/WyjsnB4Rwn5ptUWhHKgOt3FKi0Ymp+RN5dtjBS4IcJj01UyDgmf37PMapNHbVdzNgM5JzuzsO5yOd6biS9KNdDShl7CRmHlYu7SlMnFDaCeN1AGEgjrZ9N2DJBtm2bMAw39NowDKlUKpRKpa2eblN4z3vew2233cZLX/pSvvu7v5uPfOQjNBoNfvqnfxrQcdc7d+7k93//9wH4gz/4A37jN36DO+64g71793a1yvl8nnx+9dz2FClSbC/uuOMObrvtNuI45rWvfS1/9Vd/lf7+nqNYrtlcjo5mM+fanJhrcPVYYdWKXC82ExW8WYKkFFgbcB7YN5RjoRkysdjqbvV3vHdPzjXJuRZjRY+Ms3Lq7VjDjRRdnpmp45iC0dLZJrJO6EU9iAnihNlaQKWlgzpAW8VNBBEoKGUdcq7Fkdk6UxWfSEr8MGGhGbJn8OxiYzXZRgdDOQfH1DZsM1UfxxRkHZNmqJv5glhSyljU/IjTC01MYTCcd5FScWKuQSwlt1w7ylDeZaAdhd27W9CRQMw1QmxhcO1YkT2DWY6XGxwtN5ip6aZHIQxaYcyZxRaLzQjTgAdPLJAodHy1aehGw74Mx8qNDQV89KYRKnSFfekCTVGuh1T9sHsNvVi+uCvXAxpBQl/WQaG6DZRAV4Jz9p6nkdbPFmyZIB88eJCHH36Yp556iquvvnrd1955553EccwNN9yw1dNtCm9961uZnZ3lN37jN5iamuLFL34xd955Z7dx7+TJk0vsYD7+8Y8ThiE/+qM/uuQ4v/mbv9kNJUiRIsWFwx//8R/z7ne/G4C3ve1tfOpTn8JxnEs8qhQXChvVbB4YynHP0TmmKz75kbVJxbm2wpdjswTp0GSNufq5C0KGYTBa9Ng3lOMle/q7W/3X7ygxW/PZPZAjSiRPTelenbxrgaHJsR8nXDNaoBVKsraJaxrkemQSndCLbxyb17HM7Ua8ZqiT9DK2iRFDM0xYaPh87ZkyGVvgWiamMFhsRkxVfb7wnUnGih6jRU/bvQmDgrfy3iYKxkoZXrirxEw14MmpKsWsx427+3EE3Ht0jmdmmiy2Ivo8m0LGJpKKe4/Nd50zXrZHO0GtJ4F4wY4Spml0ieSBkQKjpQzTlRZTVZ/pasDEYpNWmODZAsswWGzFGIYia5sM5Dw822S2HjCYc1b4SK+FzeqWO1htcbe8ut+rmR7pkVts9nua4tJiywT5jW98Iw899BAf/OAH+fM///M1X1cul3nve9+LYRgrCOiFxDvf+c41JRXLo7OPHz9+4QeUIkWKFVBK8Z//83/md3/3dwF417vexUc+8pF1/UxTPPuxUReJsb4MedfkSLnRbThbDWttha+HzRAkpdi0ZvXlB4a6BK13S74VxgzlXSYrPjNVH2VA1tbuDWGiwzre+F07eOxMZUWFe6ToYgldzY4ShZT62Eoqqu1Y6KJnUWlFVJohY2MFXNtktuoz1wjwLEEQK6aqPnGi8OOEmh9joBsJzxqrnZV75F2b3JBOBuz4Ad93pMx0PeTqsRJxIpmuaes1xxSMFlwsU3SdM3pJ6lDeZSjvLvnbvYfL7Xuruvc271rkR7QURFeStX67FSZIpf/dtXXC3lTVZ7yk3TaOlhu8/ICHwjlnwMdmdcsdrLa4Wy26u6OZnqkG5If137byPU1x6bBlgvyLv/iLfOITn+DTn/40juMsaVhTSnHixAn+8R//kd/7vd/jzJkzXH311fzsz/7stgw6RYoUz34kScLP//zP89//+38H4AMf+AC/+qu/ek7SlOLZj426SORdiz0DWU7Ot7oJcJvZCl8PmyFI56tZXe1cu+oBtVYEho5UHsxrDW3nvKWMvaLCPVMLyTpapjFTC4gSiTAsLFNo+zRbcGahRd6zCeKEehBT82NOLbRwTMHewRwTFV/bsUUJO/oyBFGDk/MtLWvJa+emXrnH8utarYK62uKl45xxrhS6te5tPYg4Mltvh5Doz7yTuudaQjcFtnXcszXtHb3Yirs+0ht1i1iNtK+H1RZ3ner+k1M1VPu/dTOmtu3bN5Tb8vc0xaXDlglyoVDgzjvv5PWvfz2f+MQn+LM/+7OzB+1xtVBKsW/fPj7/+c+nW6YpUqQAwPd9fuInfoLPfvazCCH4+Mc/zs/93M9d6mGluEjYjIvEaNEj71rEUm5qK3yj2AhBOl/N6mbO1cFqFe5npmsEsaTSiunLOty4ux8FPDVVw7NNWmFMlCgKnkkiFeV6QBBph4sdfRlKWYcwkUxWW9SDhDDWJPnkfJMzCy1yjkks6SYB5hyr6yHcua57D5e31dJsrXs7XQ3wo4QwkUiliKVucLPNpU2FriWo+pFO12sT0v3D+QvmFrHW4q430rqjn/ajBD9OeGq6dt7f0xQXH+eVpHf99dfz6KOP8qEPfYhPf/rTnDlzZsm/j46Octttt/H+97+fvr6+8zlVihQpniOoVqv8yI/8CF/96ldxHIc77riDN7/5zZd6WCkuIjbjItEIE259wfimt8K3G1vVrG4Vq1WdAQqexcHhPHnPpu5HTFVa+FHCdNWn6sfYpoETCcJE0mzFOKbJnoFM9x51/v+phRZnFn32DGQZyNtMLPo8MVljtOiyZzCHbYpVid1qFdR6EHc1w1GisE3tbiEMNkRS11sMVFsxZtstY74ZopY62mFgYAlBpRUzXHC7lnfruUWs5719ru/SWos7YRhL9NPTNW1t15+xufWGsYv2PU2xfTDU8tiZ88Dp06eZnJxESsno6Ch79+7drkNf9qhWq5RKJSqVyqqJgilSpNB+5LfeeisPPfQQhUKBv/3bv+X7vu/7LvWwUlxklOsBt997HFuIdSULs7WAWEpuu3nvZUMuyvVgCVHP2OYSacSFxCe/foxyLSCIE46WG/iRxLUEpjBohQlPT1eRSpNoUwiSJGFnf46R4srQq3I9oBXFWvscSxaaIX0Zixdd0Y8QxprX9bG7DxNGkpGih1SKY7P1FWNJpMKPtF5433CW33/TC9d0lFg+ps69/eqTMxgGBJFEtCO2D8/UCGNJdpkLSCtOMA0YLngUPIubDwxxeqHJcMHlp793X/d1a3lvR4miFkSUMvY5HTA6munl1oTLoZTiqelaV7ed4tmH86ogL8euXbvYtWvXdh4yRYoUzxEcO3aM17zmNRw+fJjh4WHuvPNObrzxxks9rBSXANslWbgU2KxmdTtxzViBTx0p0wg1MR/piTUueDZVP6TuJwgT7YKRy5BxzFWPZQqD8VKGm9vXMV31cW3Bz/+rg93XdCqtfzc10a20Ti60sEzBSNHj2GydJ6dqK8YC+jOcqLQ4Ptfkm8fmNnS/eu+tUjBXD/GjuOsQUczYTFX8JQ19oImvY4tuY+FabhEb8d4+lwPG+erRUzx7sCmCPDExweHDhxFC8IpXvGJD7/n617+OlJKrrrrqnEl2KVKkeG7iO9/5Dq997WuZnJxk7969fPGLX+TKK6+81MNKcQlxsSULzwUMFVwWWjpGOr+KNVsp49AMfZRUNBPJcEGQyJWbxL0uFR30+vOul3I4XfOZqmh98GTVXxJTvQSGJuG7+jIbatZbjo4MZ0ffWYeIkmczVw8JYolnm91riaXENq1uY+Fq5HSj3tsK1h3vs3lxl2Jz2JSX0o/8yI/wfd/3fXz5y1/e8Hu+9KUv8X3f93382I/92KYHlyJFimc/vv71r/OqV72KyclJXvCCF3DPPfek5DhFV2N72817ed0NYwwVHFxbuzHcesMYt928l5cfGNrQ1vzzBeVaQH/WxjB0zLRiKfkteDZKacKYc01yjkUQS5YrKZe7VHQqrteMaULZqbTaQnDVaIGd/RlGih47+zO8ZE8/GUdw/7F5pis+OXf1OlvnHFeO5qm0Ip6Zrm3qWq8aK1DM2ASRZP9Qjla7YW8wZ+vgkyhBKS3loB3ksn8oRyuUVP2Qmw8MLiGnHXu2wfz6ZgFDeeec471p3yC3XDvabRw9s9BiuupzeqHJU9O1bkhKurh7dmPDGuQvfvGLvO51r+Paa6/lscce27AVk5SS66+/nqeffpovf/nLz1m9YapBTpFiJT7/+c/zYz/2Y/i+zyte8Qo+//nPpw27KZ6XOJ/GsA4++fVjlOsBYSw5MlvHjxJcy0S0db9BnOCHCZHUIRqlrEUiweyEV6C6oSTXjhW74Ry9Wm/gnPrwo7N1/vGxSZSCF+7q61ZzgVXPsZoeeCO470iZLx+apuDaVP2IY+UGrTChFcYs+jGtMCFRkuG8x9WjmlD3ZVfXEX/y68eYq4fs7M+sc0aNjY73UurRU1x4bFhi8b/+1//CMAx+6Zd+aVM+pUIIfvmXf5l3vOMd3HHHHc9ZgpwiRYqluP322/mZn/kZkiThh3/4h/nMZz5DNps99xtTpHgOYT25wp2PT20oGrkDP05wTMGu/iwjRZeZasBU1SdMJFnH5MpinuGCy2wt4NHTi8w1Inb3Zzkx36DiRwgDso7FtWNF9g3lVpUDbMTGbd9QjvGSx8n5JifnGowUvSUkPWOb3XPA+o4S66FXhpNIxd7BHJVWyHQtIAEKrsmOUoaDowWGC+665HSj3tubGe+l1KOnuPDYMEH+xje+AcAP//APb/oknffce++9m35vihQpnn348Ic/zC//8i8DcNttt/GJT3wC2147KjhFiucqtqMxrIOlFmMGSiktn1B0/7dh6NjmREoSBXsHs3iOYHLRx7MFO/uz5FyLM4utVbXeG0k57ERqh7Ek61rkPWsJSe+NV4al+ubNYPUwF5cX7OrbdKV2M97bWx1viucWNkyQz5w5QzabZXh4eNMnGRkZIZvNcurUqU2/N0WKFM8eKKV43/vexx/+4R8C8Eu/9Et86EMfStPxUjwvsZHGMM8RnJiP+NjdR/j64TKDOXdN6cU1YwXufGySwzMxx9rWagbQinRi3qOnK7iW4Ir+DK0woeDZnF5oAprQ7uzzsEyBEMYSH2mAbxyd48mpGnc/NQPoiutoD9GtBxHT1YCpik8kJZVGSD1I6M85XSeM1bCWo8RmsB2V2s14b5/veFM8N7BhghxFEZ630ktxo7BtG9/3t/z+FBq9Orb5Rki1FWn7m6y95MEKrKt3W66HSxKFa+lse9M0NqyPe3q6xt1PzvDtkwu0woSMo9+3o8+jEcgNae3K9YD7j81x35F5Ti+2AMXOUoabDw7xsn0Da55/o5q+7X7d+YzluYypxQY/8zPv4Auf/d8AvOU/vp83/fv3MtcInzf3IMXzG8ufA5MLLaZrPi/Z07/itUopjpUbHJmt0wpj6kHC1GILlLGm9OKqsQJ/+cApTs41dbMeirlGRJRILGGQcUwqjZCvzzUQQpPikYKLgcFMzeepqSoHRgr86I07u2RzufzDQAd/PD5R4eisyf7hHCjaXsda82wKA1MIakHEsbLk6GydfUO5VYnn5WJ3ltqzpdgsNtykd8UVVzAxMcHi4iKFwua+OLVajVKpxI4dOzh9+vSWBnq540I36fXq2CqtiGorYmKxRStKUErrysZLHgXPpB4kGIZBwbMo9Bihz9R9wiihGSbUg5g4UYyXPBKlmK761IKEgmuxZyDDaDFDPYzXNE6PY8mn7j3GXU9MU/Vj8o6JJQzmmxFzjQBLCK4cyfGSPf0k0ljVhF1KxX1HyvzVg2c4MlNHofAsEwxohQnCMNg/nOMtL93Fy/ef7WZfz+x9pu4TxZKiZzNScJmpBVT9CMcSDOe9VU3hX7ZngPtPzPPlQ9OcmmvSbBvcCwMytsnuwWx3C3K5RnA7jOdh5cS61QXLpYCUiq8dOs0vvOM2nvjGVxHC5Md+8Xe48ZZ/s6l7kCLFsxVrPQceODHPYitiOO9yYDi/hEQena1zaKpKxjLJeRaLzagbcqGUYq4eUmlrgztktlwP+N1/OMSJuQZKKSp+hCNMXEvHL1eDiOlKS6fZCcFQwWFXf5bhgqeb51oRC62I0aLHT758D0BX/jHYtis7MlPjickawwWHZpAwWW0BBuNFj5xnYaDHr5Ti6akqsVTkMzY3XtHHgZGz3GC5vvly0Ol2mv6KnnNOe7bLYbwpLi02XEG+7rrrmJiY4Itf/OKmY2HvuusuQEdTp9gaenVstjCYrQcUPZvxvgwoaAQx5XpAEFvMVAMw4Luu6GNnf6abdlSuBZyca1LxQ0YKHsMFl8Ozdap+zEje4aoRbZEzVQ3oyzpcPVpYUx/3qXuP8bmHz1D0bK4ezSMMwWzNRyrFcN4liiXHyg1KGZtXXDmyqtbum8fm+J/fPMl01Wc475DP2EsevvUg5uRck//5jRMIw1hS8Viu6eu9xoVGSJRIhGEw1wiRSpF3La4czfPiK/oY8Zwl43ns9CIPnlpkvhFhGFqr1kmmOjXf5OnpGv/ydJmb9g9w6w3jS0jq+eoLl0+sOdfi5HyTp6dqLLYibNNgIOuwbzjHoakqY0XvsiObX37kKD/79h/j5BMPYjsu7/rAn/KSV/0gsHmNZYoUz0as9RzIOhaOJRAYHJqqArB/OE89iDgyWydjnfUQNoVBGOuY5LU8eZ+eqlHwLK4ZLXDPkTkSJbFsgZ9IojihXA+RCnKuhTAMpNKkupixcS2TQsYBw2C+EfD3j07i2WKF/GO0pH2Hm0GCbQmagdbt2pboPp9BV5lHSx47+jIcmW1w//EFJFD07MvWyzr13k6xGWyYIL/uda/jS1/6Eh/4wAd44xvfiGVt7K1RFPGBD3wAwzC49dZbtzzQ5zN6dWyeI3joVGPJgxUD8p5NkEgOTdbYM5DFtgRHyw3yntWtTCo0kbaEQRAnmEIQJxLHFFT8mEwjalca9HbaaCmz+kN6usZdT0xT9GxGi9oyJ4gTyvUA2xR4lknGBuVHPD5R48rRAqPFpccazLv8/SOTHJutESYwVw8IYoVjQs61Gcg7FD2b/pzDfCPiy4emu1teq2n6OolOnm2SdUxOL4YsNHRFxjI1UZ56pswjpyq86Io+XnxFH0MFl0YY8X8ePI1rmYwWvK6nZ7keMNcICWOpKzN+xDePzuPHsktSD4zkz9t4vndivbJ9vEfPVEBB0bOQCuabEfF0jdGiBwq++MTlQzYfO3ycn3rz65k89jTZfJH3fvh/cM2Lv7v77xs130+R4tmK9XTGtmkQxlDM2igfjszWGSm6TFd10EZvBHQiFdllqXdDeYenpms8M11jKO/y5FSNgmvji5ihgotnGVT9hERKQgWmAEuYZGyTSCoSqQhjSbUVMVzQx857FvUg4qmpKgNZh/1X55ecM+9a7B/K8eRUjblGiEJhYFDzI9y82S1e+FHCNWMFDowU2DOY44Hj8yRS4dpiib75cvq9r970l1y2401xabFhgvyOd7yD3/u93+PRRx/lbW97G7fffvs5LZuazSa33XYbjz76KIODg/zMz/zMeQ/4+YiOwflVo4WuDqz3wdpBkkiCOCGWkj7X5pnpGrO1gIVmiG3qRKUokSTKwK+HxEkNYUAx4xBEknI9pOjZ5F2L6arPdKVFfqTAUN7h4dOLfO7B05hC8LWnZzgx1+TAcI4g1pq0aivCjySmoK2LBlC0ooTHzlS6RHoo7/DkVJXb7znGvxwu6wqvVN2HsBAGVT9mvhlQ8myG2xPOybkmz0zXUIruveg0jZyYa3C0XMcyBLZl0AgSpFIkUtIMYyxTYJsCYUAjjHng+DyTiy1euneAuh9RrkfsGbC7C44zi03OLDSJJQhDYQoT2xRUgwhbGNhC6Mrzmco57ZA619w7yXWwfGJ9fKLCo2cqOKZBwTtbTfejhEQp/EjyxEQFSwienKrywPEFXrKn/5LJLp555hle8/23MHn6JKXBYd7/kb9g95XXrvrate5BihTPdvQ+n5djrOh1Y5Lznn6uzrQb3VzLXLJjFkQJB4dzS95vGAZ51+LJqRovPzDUtSo7PudTcC36sg7D7dMema1TD2IMDAzDwDD0c9UyBVU/7r7OwMCzLU7ONfBsc1Xd8L62P/I/Pz1LGCtMAdPVAFMIguhsr0nndQVPa3a34nV8KZDas6XYCDZMkAuFAh/72Mf48R//cT772c/ywAMP8O53v5sf+qEfWpGK9cwzz/D3f//3/PEf/zEnT57EMAw++tGPblq7nEKj13Zn+YO1F7UgxjEFNT9uVz0TDPTfso7JVDXQpE9J4kQxVdWpTKWMgWsJqkFM1ddVZNc2ma4F7B/Oc6zc4OhsnePlBt+9d5BT8y2EAVNVn/lGyFDe4cxCi5ofIwwDYRgYBigFkVQ8errC3sEc+4bzCMNgsRnyzWPz1P2YKJE4lokwdKijlJJIglQSWyRMVQPyrq4CPzmlCXLOtbrNLX6U0AhiwlihhGSmFmIKQZQkJAoSCXm3HUkqDIJYYguDqarPF5+YohnEBJFkoaHvxZmFJqcWWkh0MpNtCkyhE5uCWPLQyUXe/j0lFPC1Z8ocHM6f06Fh+STXQe/EWg8iHj65QBAlSCloRT7CEHi2wDUNFpsRzSAGDIShiJTN4Zk6s/WA+47Ocf2OInnX4unp+kVpEnzwwQe59dZbmZmZYXDHHn79o/+TkR27N30PUjy3sV3Nq9vdBLudx1vPFq0jV2gEMXlPyxymqtoFwhRL5QoZx2S0tDLEoteTt2NVFiVqyfsBEtmRZ+j/VkrnEGh/YrnktaYwSBSskkINgDAMDowUODzboNrSbhUKKHgWB4dzjJYy5Jcl6G3V6/hCIG2aTrEd2DBBBnjLW97CwsIC//f//X9z4sQJ3vve9/Le974X13Xp79ddugsLCwRBAOhVsW3bfOQjH+Gtb33r9o/+eYJeg/PlD9ZeJFJhmkZb7qBwLNEmVbr5oPPwEoYBBiRJQqUV4dkmpYyNLYz2VpzX1cMdKzc4NFXFFoJixmJnfwaj3S1d9GyCWHJ0tkE9SHAto9ss0kGsBLFSPDmlYztHSxmemanTCHRV1LF0dbYDUwgSCXEiqQcJnm1SaUU4PQ/f6arPVNUnY5mMFD2OzNTJ2iaxUpimQADNUCIEiJ4wdcMwiKXEjxRCGO2twgRhQLkRMtdYwI80CTUMRaT0PTCFIGNrXfJUtcWxcoN9Qznqfky1Fa76WSy3RPLDhPGSR7kedB/QnYm1HsR85dA0h2frgJ5oNDFX7YY9SSQVOcdkrJSh5kfYQpAoxVUjeR45XeFfnpllJO9y5WhxQyEE5zOBfPWrX+WNb3wjtVqNK668jp/9wCcY2bFr3fd0rutymUBTXFhsVzjGdoZsXIjjwdnn8/LfvC0EYyWP8ZLHibkmCt34Gyb638IoXiFXWE46Yaknb8eqzO7RK3dgth92nbb7RCoKnkBKhWMvlW4kUmEaejzrIe+aGDgUM3QbCNfC5eAdfCE+3xTPX2yKIAP83M/9HC996Uv59V//de68804AfN9ncnJyxWtvvfVWfud3focbb7zx/Ef6PEavwXnnwboaTGGQJAolFUKA2X4Yh4nEtQS2aSClJsimAVa7uW2+EWAJA6tNuuDsA7TTSBIJTWYBHGFQj7QkwjQMwkTLGTCsFVUUpcCzBZ5tcrTcYKEZMtcIMQXEUp8/iBNQgEHbPshAKU30wzghloqaHzG52OLITIOnpqsIQ5P0nGPRCCIcy8QPE8z2NWHQlm6chT6eRAgDzxaYQmCAvmYJsZRdWYXV/jcMRSwl9UAT5axjdnWEWUdX2XtR83Ul+JmZOmFb313wLGKp5Sa333u8+4BuhQlT1Rb3HGlwZKYGGFjCwEBPfsLQFewoUSRKEScKgf6cmqG+luNzTSYqLf0ZSUUpawOK6WpAuRZwZLbOt47Nc8u1Fd504y4Gss55TSCf/exnedvb3kYYhvyrf/WvePP7PkKLjdk/Xg4TaIqLg+0Kx9jOkI0LcTwA1xQ8PVWj0oqW2KCFkbZK8yxBKWPRiiTlWkAp6zBStDg5r3XIy+UKvVjuyduxKmv4MfPNqBsMAlDMWMzW9O8sShSWMPAs/awo9mijFQo/ihnMO2Rtc8kxlmOs6PH4ZBWlFFeOrBzfWuO8VLgQn2+K5y82TZABbrzxRr7whS9w+vRp/vmf/5knn3ySubk5AAYHB7nmmmt49atfza5d564qpTg3eg3Ox0oeT0xUuprdXhRci9lagGcJzHYjnlSa7FlCYJsKX2qiLZXCdUzCWKIk1PyYnGuRM82uHi7r6OrmcEFHmnb0cXsGszx0ahGpJH6UAHq7L0qktmlrQ6GIpWIw53R1zZOLLZJEtYms1ERcGCgFUtJtirMEKAzqfgyGQSv0eWKiwnQ1bG9HWoR+3JVp2GaCQuEIoT1BDYNIKoxONaWt4TUMfdeiSNJCV7HDRGEaqrvdKNupVEIYGGjtciK1vjvvmrSihJlqwGjJ41hZ2y0pdKPgt08uMlVttRsVTZSCxWZEmEhesLOEZRjdB/R01efJySrNUFfKIQH0AsFEE/1WGLcrTwZRLImkJvhhpGUfnQVMLqfv78Mn52lFsjtRe5ZJLY74/COTTFV9xoseE5UWtqkn8eNzjW61a7ToEsZyzQnkE5/4BP/hP/wHpJS86U1v4o477uDB0/XUfD/FEmwkHGMjjZvbdZwLdbwOpFI8NV1jR9FjpJ0uV21FVP2IRCrmE4VtGlw9VsASBuN9GYqezWzNZ7TgcdVYcdXKsR7zUk/eobzLzQcG+fwjE8j2b6rQ7p0oejZZx2K+oZ0sBnI2iQLHEhQzZxemdV8XWK4eK+LZYl1f4NFShscmtPvGSPHiewdvZqfrQn2+KZ6/2BJB7mDXrl38xE/8xHaNJcUa6DU4Hy26HJ01afjxWReLNkxT4LYJaiwlUoJrCZI28bNNQRBJYqkQhoFnm0SxQhlautEKY8ZLXlcPFyUK1zJpBMkSfdxVY0WemKxRDxL8KME0BK5ttI8tsdpbfX6siddIUZMn1zaZaVdcJbpaHCe6Mqq5VUe7rAgTMJSiJrVG2bUMhBA4liBrW7iWJv1xIokTSRBLFJCIRBPJRJEore3T1wtBlBBLXaxeLr1Llv0hSlSXvHcqzQaaKBto/fVw3iHvmtqvtBXynTMVKs2QkmeTsc/+tFrtiv98I6TqRxQzDl8+NM1szcePJaDalWKtDdfQWm6JQkqFME0Q+hpAk3jLNKgHsb6/GLSihEOTPgeG892/AT1Nlz4PHF+glLExhbGi2vXEZEDGNhnMOdxz+OwEopTi93//9/m1X/s1AH72Z3+Wj3/845imyVVjRmq+n2IJ1mta68W5Gje36zgX6nigSdlU1afo2WAYlGsB5XrQreB2dmEqrZhvHJvnxVf08c7vO8hI0ePOxyb5y/tP8vePniEIJQjo8+y2K0QGP1JdT97ecXQsyD5z/ymemqpR8LQ9pFTg2dqP3jC0z3yoEsZLGVzLRKGotX2Qx4oeP/zCcUD7IKv2dS/3BW6FCQM5GzBohZKco1a8ptc7eLsI51akEhfi803x/MZ5EeQUFwedqoF+kDnagme6hvK1ZQ9tIiil4trxAt85UyGOFRnbxLFsGkFMnEgsU2CZBn4k8WyBLQSOZbTJIMSGJs4dPdzJhaYmwMJYoo8bLXpcN17gkdOLtCKJbWqphW0aJFJ1K8OxlFzRn6HoOe1tPd1c4lgGrmlqV424q65YQZLjdpOdrSQZx6Xk2e1mF6tdudbX5NomjTBpV1QkUtEltEp1XCA2d88VmoTKRCGVDi2xTO0r6kcJQayP+eorhzlabnBktkHUJvpeW++n0I19sVTs6Mt0ZSbfs9/jsTNNwkS2x6jjZnWFW5JIbdfUvhuoNqV3Taur4R0ueN0FjIHeLai0IixhrFg4dRYn5bquvs/VA3b1ZRGmnuCl0p97MWORJIqJSouqH/HMdI2BrM173vMe/uiP/giAX/u1X+N3fud3upPk0u/m6pPshZhAU1y+WK9prRfnatzcruNcqOOBJmVxorh+R5FvHpuj2orJOiaFZYEaGHqBPFsLeKZNzu56bIrjc01qfoIBCNNgoRFxdK5B3jF50RX9vOUlu1Z48nasyg6M5Pm7h87wtWfKLLYico7FNWMFrujP8PR0jUaYkHNMgjjh9EITP04Q0E3S6z3uer7Ab/+ePaDgG8fmN+wdfL5NcluRSlyIzzfF8xspQX6WoNfgPJI6jGNiscVMze8m6Y2VXIqexZ7BLFOVgDDRXse2Jaj7MSpu65hNQZhI/EaAAdim1q0pBa0oYfdABscSLDYiFHD9juIKfdzLD+oHyzeOztMINIm2hG7+qwcxpmEwUnQYKXgsNMOu/VwpY9GMEjzLoObrRsJY6ippb6hjR+5gAALIOSY519LXYxrE0qDmxzrxDoiShI6UGbT+2jD0cTZLjnuhgFiCLRSOaRImihNzzXZ6oM0rvnsYBTx2pspiu2HPjyVSKu0xbQnGip6uriraNk8+zSjBwKCUtZmpBli0ZSVt54+krYVW7eWDgW44bIYJOdfiuvEC5UaI2b62qh8RxQn53OqTjykMyvWAMIrxI8npxRaOJXSVyzCIlWSyErQdTwR+lPDNw9N89DfezR133AHARz7yEd797nevOHZqvp+iF71NxefCeo2b23WcC3U8OEvKihmr3cehCw6qvaiWShFJhWMKdpQ8srbJXz14hkorZLEZsW8wh22Z1PyIqh8TJwmJVG07yxDRU4VejpGCxztedYAfuXHXEk/fjG3ypht3UfUjHjtd4fRiCwOD6/qL3HxgkJfuHVhCUjfqC3z1ePGcr9mOJrmtSiUuxOeb4vmNlCA/S7Cawfmu/ixVPwKlKGRshvIu14wVGMy7/OX9p/jW8XmaQUzGFsRxQiPUdMsxDSwEgUyIpK7CDmQtrh7N81179IMrY5u85vpRnpmps38VKzNLCF551QieY/LtEwtUWxEZx6QvYzO206OUdQhj3SCYNQUHCzmqQUzONjk0VUc3YOuqs2NpSUOcyDYxVliGJqaeJRCmwG5HUOumwkjHL9tm1wg/aTd0m2j5RqLaNkfncc/Pih308SIpMQzQwVKKehDxD9+ZZLEZcuOePh47U2GuEdIKIsIELQsxDBQQRhLXNrv2eUqBMhSjBY84lvhx21kj0WOOpSJS+qJUWycdNSOEAWNFF9cyke0gAIBKM0JhUMqs3gSXSN0M2Yq0I4aIEwZzK6u9QSyp+BFx0OKP3/9+jj18D5Zl8ed//ue8/e1vX/XYqfl+il70NhWfC+s1bm7XcS7U8eAs6Z6p+mQdm4Gcy0zb/jJRutdiIOcwWvIAbbf21FQVKSW7+nPd3R7PNrs+xaCbfetB3A1IWu/3s56n74+9dEOXuyFf4I28Zjua5LYqlbgQn2+K5zdSgvwsw0YNzn/g2hHOLLSYrLS6euKCZ5AobTkWSYlnm+wpZhjMa/uxlx8Y5h2vOtA9RrkecPu9x9fVl147XmJi0We85PED146Sd1d/6MzWArKuRd41ObOobdqklLQSTQzttpUa6KpvLBWQYJkG2XYz4Vw9oBHEmMLANgystg7BFAlRIpFK6U3NnmY7uepoNobeJYFSmpxbhoFjCm7aN8i140UWGhGHJmvs7vd046EEyzTxbF09qvkR0zUfYRjkXb2AMNrVbQPdsLPQDBnvs6m2bCYrPrUgxkx0E2bQ7kiXCmxhMN6nG4EOTVbxY0kQxRQzWnrhWEJrIZeh03QppSbajmlgmsaKRY/R1qWHi1Ue+u//ifqpQ2QyGf76r/96QymYqfl+CljaVHw+jZvbdZwLdTw4S7onKz7NMGa+kbSftTZCaB1wM0w4s9DCtU0ytqDVloPlvLWn37xr0QjibkDSpVhgblYmsV1NcluVSlyIzzfF8xvnU2BLcRnjpn2DvPG7doABR2Yb3YYzSwhcx2Ig53HNeIErR4vtLmeLqapuMOmgoy+t+Fo71yuBgKVNHAM5l1YoV33NbC2g6od8z74BbVVm9Jraa91yK0pohDHNKCZMElBaq1zwbAquRRAn2qHDNunP2tr2rH2MKJFdpweFJp8Fz+oGhGwFBmCJtsTDOKuPdkzBjbv7uGFnH6YQDBVccq7FYxNVFlsRiZLkXJNEKWp+jB9LzHZqymIz4uR8k9PzTVpBTNYRjBQcPNskThQjxQwvuqKfl+0Z4LodRYoZG8cyyViCnGsyXHS5erRAf9ZltOhR9CyqfswzUzUSqSh5Fq698po7TZeurdMUDQPEKkEzAK2FGe7/03dRP3UIJ1vkK1/5ynMiIr5cD7j3cJlPfv0YH7v7MJ/8+jHuPVxe8n1PsT24aqxAMWMzV1/dI7yDczVubtdxLtTxQJPueqAXwfONEMMwKHgWWcfCs0yyjkUxo8neTNWn2orb8ilj1bCnDjp9A80o6XrIXyxIqbjvSJnb7z3OXY9PMVcPCSPJXD3kzsenuP3e49x3pIxcljLSqfwO5p11jz+Ud6i0dI/DatiqVOJCfL4pnt9IK8jPUQhh8LobxnlysspfP3gaWxgYAlxDMJyxKXo2jq21yX6ccMOOEmEiV1QrNqIv3WgTh1SKci0k61qMFj0qrbjd0KcJcyLb4TKWYHd/Rhvqm7oru+LHmO1YbNfS67pae+xR0tEw64qxQFePHUtgRroxJVqjlGyw0tGiA6noEm5Dab/TfcMFvnuZlnZHyeM7ZyrsLLngWFRaEa1Q67I98yxhjdpR4AaKoN00GUSKA8N5Dk1Vu02Xrm1SBMq2RZ8QKKVwLUGmfexqSy8kan5MI0iYb4TkHRM/ikkUlLLtz9cUS0IIziy22nZ8UMyY3TF10girU8c5/OlfJarOYhUG+d53/X+58gXPbg/zNDjg4mM7Gjc71cvFZsihyRo51+LAcI6xktfdpdpsA+iFaCi9aqzAV56cplwL9O/dWrlA7RDhjG1q/3KZULTPvb3f+a1ebK3sVmUS29Ukt1WpRNownGK7kRLk5zgKns1L9gwsMbEXwqAZJSy0QjK2ybVjRfYN5Tiz2Frx0NqMvnS9Jg6A2+89zu7BLH6cdNMATdMgCCUSHYIhhIFjCQbzng78ABaaIbapw0POWpfZuLYmhXU/Qpul6eY8p+020QoTlOq4C2ssJ8MdB43evxs9f9P/WweLDOQdXrqnv+s72n29AQZntdGztQDD0NIQw9A6RDjrpbzQihizTU7ONfHDmIMjBa4ZLXC03GCmqqPEF5oBC80QA8V4KdNurHF49HSFZ2bqbWcOhWsaRNLQiXuRQRC3mG8E2KYg116IdEIIHjldYbYWkEhF049ZaIRtlw2Jf+ZpznzmN0laVeyBnez6vz6An9/Bp+45xvceHHrWEsg0OODSYKuNm8sXNAXXZs9AhhPzLe45MkfBNdkzmGOk4NEIN98AuplxbURiMJR3GSvqZ5VsO/gI4+zGbMfJJkokO/oynJpvEkaSTP7cm7ed3Z7MKrtCFwrnI5PYria585FKpA3DKbYTKUF+jiNIJHsHc2Rdk5mq9uwME0nWMbmymGek6HYrMus9tM63iePew+Vu40UiFY+eXkQYBo4QFAtnt+Skksw3IuYbAd+zf5DFVkQjjMm7Js2wE4Ah2mEiBmGsfTltoZ0fbFNgWTrcwzTa3sKrVI97SfFqFWRLtL2aTUMHbtgmY0WPyUqLZ2br+EHc3QY9Xq4TxhI/ktppwzCQ6Aq3KQyctv1d0E7Hc0yTkYLLTC2k6sc8dGqR/ozNnsEsNT9muupTroe4luAFO0u86Io+Cp7N0dk6FT9iz0CWVpQwVfWxPZui1Cl/cSKZqQZIS1e7DQN2lDIcGCnoyrzQBMQShna9kNolo37kIaY/+7uoyMcbv5L9b/9trGw/phBMVfxnLYEs1wO+fGiaSiPS8b8TOrBhrOgxWsqQd600OOACYauNm6staHYNZLl6PGaq0uLobIMTcw1yrsWtN4xt+jPbyLg2mzYpDIMbdpR4YrLGfDMka1sYbf1xLHWa5njJYzDvMlsLqAe6t2K1sKcOOn0DBU9bt10snI+X8HY1yfX6/m/WWz1tGE6xnUgJ8nMcnYdW3rXJD9vsXyXOtIML2dnbu/22b0gn8j1wYoGpags31r7MUkKcSEwBec+m4NkoFD/8gnHufnqW0/MtWlFCLYzbTg+Shq9DTKQSNIME0Wa+hmFgWwZhIkikXDUcZDV5hWFoJwyv3RhoWyYF18QQglhKTs83qfhathBLSRApWlGMATiWSSuM21ut2r4ujHXlQhgGfVmtp3Ztk2LGJVG6cW9Xf5aT802k1NViHZ8dY5l6ITBTC2iGSTc1z7YEpxaa2KbAs0z8SOukr99ZouA1mW+EFLMOhgHPzNRwLINE6cnDtU3MNvm3JMw++lWm/vbDIGNy+76LHT/6a4hMDlPoJsMHTy0wWsgwX48YzLvnnDgvF0ip+NyDp7n/2AJZVycKmkJHeD8+UeVoucH+oRz7hvOXXXDA+XrIXk7YTOPmetXLvGtxcKTAwZECs7WAWMrzIjvrjeu+I+VN7ToEieTqsSL9OYdHTleIYolA4dgmpYxLoSN38mMcSzCUt7FMsWrYUwf1QCdo7h7MXlSt7PnIJLarSW47pBJpw3CK7UBKkJ/juFw6e3u33wzDYP9wnuGCyyOnFnl6pkYzTHBNQV/WRioIE0miFD943Rg37RtkZ3+Wzz14GolioRFp7XGsMIXWK0eJ4uhsnVoQo1SCZ+tJyBKCWMiuBrkjn5CwonZjAFY75jpOFP1ZPVEkSrGj4OLZgqmWr7dSpdKEXmr/aLQFNGEi8SyBY+pob88UNA3tGjFc8Ig6TXu0NYZSsWcwR8Y2OTHfxLZiDANyrkUQSxpBzOMTFfwwIUwkV47kKTdCokR2pR5SKWxDYGCweyCLEDCcdxDCYKLikyi4+cCgDmaRioV6SCsMKN//eSa/8DFAUbzuVex443uRwiZox307piCMFA0/4olmyMe+epi3vuyKZ4XcQlciZ/BswWjBWzHBNoK42/x0YKRwWQQHPN/10pdDEtpWJAadIsR1O0pk2mFAfiRxLaHlbGHCQhSScUz2D+coeRblRqSdfNoWnb2hIrVAy5/GSu45tbLbvZjSPR0JR2ZqTFV9omTlrksHy3ccz6fyuxxblUo8lxaXKS49UoL8HMd2PrTOB6ttvxU8m1dcOcyLd/ctkX80g5j9w3luu3lv96H2sn0DPDFZxW47RwDcc3iWRpDQl3XagRrwxGS13QzX9kZu84iO4s8UdCUXy6vHpqFJq2dr/a5tCpphwmDeZaTgcqzcJI6144YpDAR0A1Jiqcg6JvVQB4X0ZQX9WYdqEBEpbcrshzESg+G2V3HSfg9o39Mnp6pcP17ku3b3YwmDJyZrlDI2JcPm0ESVZpgw1wiptmIsoQmxagcRdI6pKzs2pim4+cAQpxeaDBdcip6NJQxesKPEVw5NM//1O5j48qcBGHzZD7Pz1p8HIQijhMSAnGtSyjg0Q13JGi26LDajZ4XcokNyLNPAs6xV7ezyno0CjpYbjJYyl0VwwPNdL305JKFthaR3ihAGHgdGCoyWMkxXWkzXAsJYy9kODucYKXqcWWzx2utHQcFfPXiGIzN1ZusBnmWi0CmdwjDYP5zjLS9dmaLXwYVYTEmpmFxscWiyhm0KXEusuesiDGPFjuN2NsltVirxfF9cprgwSAnycxyXS2fvepXsXvmHUoqnpmvcesPYkrGsdh1RorrNfgDFjM2ugQyNIEYpXQW2TZOcbRIrHescRAnVQCLQcgphgGMKHNvEEQYDeZeRokfeNZlcbFHwLAqezXTVpxXF3ehtSwhaUYRUmiQrdAJexjGp+ZJKK9SR2GGiK8aGQS1I6M86FNvSkSBOuLKYpx5EHC03KDgWfrt6O1rKcLTcaEdr6+qJ3W4AVNB9yAex1jj2+h93JjU4W+XpkI+8Y3Dkb/+E0/f+jb6vr/oJdn7/v0UYBq0oQQiBa55thhTtCroldOpe0XMuqV53IxWiDskpeTbNcG3Sm3ctpqs+0xXtUXspgwO2y0P22YzLIQltKyT9DS/asaQIkXctKHlgGExV9KJ/qhqw2IrozzpcPVZkKO9y9XiRB47Pc++ROc4stFAorhsvcPPBoRVpd8txIRZT3zw2R7kWEieSHX3e0mbDZbsu+4fzq+44bneT3EalEs/3xWWKC4OUID8PcDl09m61kt1LiFqhllUcK9c5syhohtpnOG6nxGVsk1ccHAJFe5szwWgTv6lKi0aQECSKoisYL2UYKngUPe2GoVA0/JhWnHDlSJ79w3n+4TsToDS5/+enZ2mEMUmicA2TsB3gYQBZ1yKMk261yDQMgkg3FCoUhlLEStvQDeUdXFtHy2Zsk5Giy3Q1wI8SchmrS2zzrsX+oRxPTtXaHs9gtSPCUWAJA7+d7jdW9Jb4H/dWpjtVnmaQcHquwt/90a9x+v4vg2Gw89b/SOHGHyZMFErplMBixkJJuhX5jnyjc8xO5eyB4/MUPXtdorqV7c613nNwJM+R2fqGKkQdkmOZgicmKms2Q3WaLKeqPoN595IGB1wO8oJLjcshCW0rJL138d4JB+o8f1zLRBiwGITU/Jirx3RFdCDrMJR3ed0N47zuhvFNjfFCLKY6x+y4DDWDhLx3liAv33WxTLHqjuOlaJJLF5cpLhRSgvw8wOXQ2bvZSvZA1uG+I+UVhKjg2bTa3scZS3QdLq4cWerIMVL0uvpmP0pIJBQ9k0SamEJAuzritD2VDfQEENQl9x+f4/hcg1PzTYRhcM1YgZGiRytMCJEIoYM2MraJYaAnQSCU2qVCtCu4C41Qb0VKrTsuZmwG8w41X2uorx0rkndtHqlU2tHR4DhnJ6V97YbKo+UGiYRmGLfdKhJaSlfMB3IOSimOzOqwEB3CAjv7+pboyv/mW0e443feSfmpBxCmxTU//iuMvvj7qPoxrmVSbUXEUhEnbVeQHvnGkGcRRAk7+zyOzNb59vF5vvb0LMMFlx19GUaLLrYwu0T1e/YNgAHfODq/4e3Oc22R1r4d40cx14wWz1kh6pCcUtbl6Ky5bjOUKQwWWxH7h/OXNDjgcpAXXGpcDv0SWyXpneLCXz5wmienqhRci5xnISU0w4Sca3HDzhIlzz7vSuaFWEz1HjORaokve+/iMueanJhrcnK+wU++fO+ax72YTXLp4jLFhUJKkJ9HuNSdvZupZK+3ZbajTxOiqaogn3HYN5hbUTmYrQVU/Ii9AzkkMN8IsQTdyq4BTFV9AIYLXpugB8zWAyqtqK3v1ZHXj09UKdcDEqUYyDlkbP2zqQURlVYEgDIMsrZFX9bBbEI9SADVdoMwsNsVl5lasMR7GnQVWBh6Ij04nOtegzCMrqbxeLnOt47NEySSrGORc02kgoVGSD2MSRIARSx1dPfhmTpBLBkveRh+jdv/889QPvI4tpvhNe/+Q6KxF5AoTdwT2SH9WgNpm4KC57Rt6aDiRyw0IyYrLVphTJgoso5F1jaZrvpUWxEHhvNcNZJnvhHxP795ElBcO1ba8Hbnep93zTf5pydnunIJMSOIpMQWgrGSx2jRXVIhckxBlCjyrr0ihKV3slcoaq0IUxjcfGDwgk2aG6mkXw7ygkuNy6FfYqskXQhDW8TlbK4fL+LHkjCWOI7g4HBuaYNbzTivSuaFWEyt5jJ0ZLbe9WUXomNVqS3qhgveZeMlnC4uU1wopAQ5xUXDRivZm9kyO1auM1VtLalK14OII7N1PFOg0Lpj1zTIOBauJWmECVlbQKQn26JnU/V1V7ktBAXXIlGKvGthGDBSdAnihOmqj2nQJciebVL3Y6K240bBsbCEgWtbDOVdRksewzmXe47MkSjJSNFlz0COnGtRD2LuPTJH1LaOSxLFcNFltJRZcb151+KGnX1kbJP7jy8wkHPwLIP7TyyStKvTQuiKr1IKC5hYbDFTC3jtbsFbf/4dTB89jJsv8dpf/CP2XfciZms+U1Uf19JSFSl1P2OsQEgtHZlvBoSRlqUYba12nEgk4EhNxkcKLs0g4dBUFdD3ar4RAAaeY67aILd8u5P2/17r856uBtT8mGaQ8Gijwp6BHBnHJIy0w8fRWZMDw3n2DmZ5eqbOFf0ZyvUApbx1J3s/ignihH/9oh0bnuw3IxvZTOPQ5SAvuNS4HPolzoekPz1VI04U37W7f12ydr6VzAuxmFrNZWik6K7qnW8Y0J9zLptmt3RxmeJCISXIKS46zlXJ3syWWblusWcgS8WPu1XpyWqLcj0g51hkHE1gTi40kRIyjk25HhDE2oapGsSU6wFVP8YWAs82acW6mjuYc3RjymSNjufFfDMi79lkbEuTac9iri2l8CxBEEtsoSvGQzmXIJZkbUGCIIwlpxea1IIYKVVXn5hIxUw9wHME05UW2XaX+HLsHcpxcr6JbQmenKySKInCIFYKEm15l3VMHNPQ2uvZ4/zeB99PfX6GvuFx/u1/+W/MWcPU/IjBnA5nma0HRFLixzFBlGi7OiUo14NuXDaq3aQTx8RSNzcqGfLExCIFT2uqm2HMsdkG/Vmbmh+Tcy2Ol+vcsLNvzc/u4dOLfO7B05yab/GdiQo7ih6V1ko7qScmqlRbMTnXxEj0+TsWdx3teIeg59v2eMWM3SU5a032w3mHvqzDj9y465yT/Va65DfTOHQ5yAsuB1zqfonzIennqmTWg5jpSoupdhDQdNVHKTZtQXYhFlOrHXMt7/zTC82Lmu53LqSLyxQXCilBTnHZYTNbZgVPW5rddvPeblX60FSVUsbm6tFCl2xNVQMasdbbDuXdrrzCEjBb8xHtyrFC27EFsWwHlWiybJsGWUcw14g5Pd9ktOR17dQ820SgqLQiFAZ5V1D1Ix4+vYgtBFeNFTCFweMT1a7EYqSoJ8TFVqS3Yi1YaER849g8rShZlVjONyKuGS9iC4NvH59HoPXNsdRx1qZQOJZgOO8STz3FvX/6bsJmjfzoHl79nj8mLuygqBRVP9a+05ZgpODhWdoyrtr2vTOFIlGKnGcRxQmtSLbdLPQyQSloxYowTqiHPq6pK9ix1HZ1GcciliHfOjZPxja7tlAdSKU4Nlvn6Gyd4+UGrmViGQaNMFlhJ9UMY2ZqPo5pkLEtlIqptiKGC57+DrS148rXVeKDI3mEsFaQnOVOKR2S8wPXjqxKTpZXiqcWfWZrPnsGcxuSjWy2cegNL9qxhNSvhQttx3ipcTn0S2yVpK9Vyex+33v8kQEqrWhLFmSdxVTNt5ip+mv6FW9mMfVsXqA9m8ee4vJGSpBTXHbYaid5pyrdihLCSDJS9LqvGyt5XUeDDgHRVVJJM4wpZGyaUUKcSOqBjngdzDnkXZO5RshsLQAs/EjSiiSTFZ+sHVHI2AznXSxTR8sqpWiGOgXvhh0lDo7kKHgO9SBiuhqQtQWNUDKx6GMJKGVsxksZWpHNbC2kXAu453AZA4PrdhQxDKNL6CqtgB2lDH/78ATNMMY2TW2/ZurgE5TWEB/+9r/w6Kd/ExkFZHddy1W3fQC7MEQzTPAjrSHs8yyEMIgSRV82x8v2DuBHkodOLVCuB0ipwDCIEk3mDMPAULoJELQcI1GgEkVkQME28WzdNBklOvq6GSZ85ckZBk8tMlbyupP3dKXFd85UaAQxUimU0gd1LB0UEyeqayeFYZDIs82UHdu55ch72rJtphqwoy+zZZKzWqU4kglPTFaIE4UfS6JELiH9q8lG1toF6XwPpio+kZRYhkEsJdfvKF5yecHlhEvZL7FVkr5WJfPYbJ0np2p6YVxw9W+6GVLwLK4eLWzaguzgaJ6/fCDiyakawjDW9CsuePaGF1OXg/57q3g2jz3F5Y2UIKe47HC+W2arvX+0uNTRYLjgUczYnCg3qAcR9VaEbQmkUt10vMlKC1MIihmLnf1ZwjjBMgU1PyaREimh6Nn05/RE5NomRc9ivhGxdzDbrXKC1tFKpdg9lGeuHtCKEixhsGcwh2frynXWsZit+cw3Qu47WsaPE0aLXpfQ7ShlOFPxmakHKLSMwxJGl0jFiWT6wS9x/HP/D8iE/qtexrVv/02U5dIIY1pRQiJ1gMqCFfGiXaUllWopJU9O6ajcMNHV6KQdcqI6EYRokkqbpHYqykGs8GyFwCBOJPOhtt1zTMFcI8S1TObqIYcmq0zXfBIJUSzJOFrnHcQJE4utdhSvi9tOJDOFQV/GZrEVkUgdkmIKOGzUKGZsSm2bPgOd/DdRafHjY1esSXJs06A/a7cXA4scmqwt0RCvJos4MlvHNgU7+rTeujeBrxe92tLluyBKKY6VGxyZrXftv0xhEEpJuRHw/37zBP/h1Qf4/qtH+Max+Utmx5jiLDZL0lerZNaDmKPlBhnb7Dqp9Hqgb8WC7Ei7ATdKJH0Ze0USXz2IefDkImMld12nieXX+mxdoD2bx57i8kZKkFNcdjjfLbPV3r/c0SDnmlSaIRU/wrUEjiWIYkWtFZOgMI0QiY1nmdSDCMcUlDLawcI2BcMFl6mKz2jB4apxbfx/zViBxWbIN47Or3gIT1V0g1gYS2ZrAVnHJEwUNT/Gs7W7Qoe0ewstmmHMxGKLfUM5XnnlEIN5l88/MoFrim6F1jbFknPM3Pc5jv/DxwDof+H3s//Nv0xomMRRgtGKsU0DzzYBxWIz5J7Dc0sq1XONiKxr0Z9zqPm6uosuJGtnCM56P7fTtdsEWSGVIozbYSyxbEd5K8JESzRAsaOU6TYPDuQcHEswVtLkYHKxRd6zCWPJVNVntOAiFURJglRSL0qU9ojO2NoverLi66pRXnvKBrFEKX1tn/z6sSVNdD/0wnGOzGgf5dlaoDXEcqmG+PodRR47U1khi+h8dsIQ5D2xJIGvVyvd2yW/fBfkWLnBoakqGctkpOgtcdMwhF4s/NOTM9xy7egSudDFlhekODfWatQcKrgrZDLTlRZ+JBnp+T7V/XiJzAo23rjXke5cM1ZgZ19mTacJxzLwbIsDy/TD6+FS67/PB8/msae4fJES5BSXHc53y2yt9/c6GhyerjPXCLFMg/6sw3TVRwKurYmnKQz8MME1BQXPZrERMlWtIgyD3f0ZLKHjqBf9uOuVfNO+QT517/FV9dORlJjCoOpHRElb36ySJXpa0J7KQwUXS7iMlTK8ZE8/Lz8wxL2Hy1RbEaahU/yS5GyFXCnF8S9+kom77wCg8JJ/Tf8PvoOKnyBVQn/OZkfJY74ZApBxtBxivhHx8OkFPFtQzDhU/ZCdfRkmFlpkHJM4UeRc7VZhCdEmxzpCpCNyaIsMMAwIE4ljCWR7TEEssduNiI0g4fRCi9l60E7tk7i22W22K5s6ltezdPPPXCNkMO9SroQkEvKuSTXQWutCxsYxze45JistGkFEpRVT8Cy+cXR+RRNd9YGIIJa6WryGhvhvH5ogkZJXXz2y6mfXQW8CX35ZFbkj+endxei4qmQsc4UfcxAnzNV1etmTUzWenq7zf333bl62byC1orrMcK5GzVLGpuRZTFTOuup0nGIMQ/9y6n68xAO9g41akPVKd4YL3ppOE8MFhzOLPkdm60ukZuvhctB/bxXP5rGnuHyREuQUlx3Od8tsrfd37IuyjslkxceyBGNFHQ270IzwbJMwSVASLCEAXbmMpKLVTuUzgMGC223gMwXYQqwIqVgOWwjCKKbairGEbopbS0+rU+usJRNmZ8v++Fyd4bzLmcUWsZSYSvH05/5/lL/9jwD0v/onKd70Fu1uoUP3iBPFYivCszTJrfkxljAwTYNqK+b+4/N8975Bbrl2lCcmqjxyapHAT5BKYZlCy0na+mPTMJBKIXuG3VFcSKWIY9WtjQphtCvPWpZhmdoRI5YJLWDc9nDbhHi44DJZ0Y2TjiWotSJqrYgw1uf1XIu4HcTiR1IHmgg9liCWTFT8bkPkSh9li6emakSJZGdfZsmCRI9fb3M3TyY0gphGmCypDHc+u97Xu7bJdC1YIbPoSH6uHj27i9FJShwpegRRQsWPqLYian5EM9S69/GSh2sKZmoBn33wNE9MVjfVuJXi/HEuC7+NuJKcqfjsLGW6rjpz9VAvKJthN+2z1wO9F1EieXKyumL3o9flYrl0Zy2nCf1v8ZY8fy+1X/754Nk89hSXH1KCnOKyxPluma33/sMzNRxT8NrrRtk/nOfYbJ2ZakAQJyShrpBaaJLcDGOCptYLW8LAFHTjoDtEdrWQiuXoNAnGUp5Nj2vHOPdCKUUQ6cCQXs/ODvGOEh1WUmlF1BtNjv/1B6kcugcMwcjrfoH8i17bLe8qwDQ0OQ2iBKkEgzkH2xRU2zpqyzEZLXq8dK+uVCulq9gNQxNkgYFn63FIpeUApjJIEtWtIidSkUg9TmkkOrq7LbmYb4YopfXMQSJ07LMhMA2DuIdlD7YJwGwtoO5HJEoxVfUxDDAMQRRL9g3lKXgWNT/ujt+xTfo8i2PzTQqeuYK41IOYh08uMFVtYRoGdz89QzOM2TuUW1LBA3Asg4WmXFEZ7m3w7EgjOk1Ryz+7juTnytGzuxhTFR/HFJRrAeV6SJRIwjihEep7DBAkmuh3pCe9i650sr+w2IiFn5bfVDfkSlLxY97woh3M1XVlt9KKKHgWVxaXpn12z992uXj49CLCMBjKe2taCKaevylSXDykBDnFZYnz3TJb7/01P2JnX5aDbRI0VfUZKbjEUnEiblL1dZKeYUCQSOJEUso4FNrBIZVWzGD+bKNNPYiotEK+c7pCzjVphAkviEqMta3g4GyTYFwPtXa3HeM8nFk6WdaDmIxjMlrKsNgMuw2InS172zQIhcF4VnLXf/s1ascfxTAtxt74n8hf870kUnUb54Shw0yctj+zY5tU2rHKwwWPhXYn/e6BbLd6e9VYgX1DeWr+IlEi8WNJxtFV3kTGRAkIVi4AhGg7W0i9gJBKkXVMTMOgFSniRFd9HcvAEiaJVLTCnqosmhgUPP35TFV8FuOI3QMZdg9kma2HeLaJa5t4tsVwm78qFCfnmiil6MueJR+91lpHZxsoBbarGywfPrXIZMXnwHCefUO5LqF2TBNLGCsqw8sbPPW90NfXi17JT+8uxmIrpOFH1IKk7bUtqAcRQhhYGBQ87ak9VfUpeBaebW66cevZjs0EsGw3NlIZ/tuHzpAoxauvGlnnSGe1xHP1oLvgvOvxqRXH7cUTZyo8cnqRhWbEjj6P43P1ruNLJzW0s1i6GJ6/l/KzSJHickJKkFNc1jjfLbPV3v+xuw8TRmerf1GipQT9ORvXEjw9XSNMJMIQoMC1DIbzrq7IxNoJou7HOlQkSrjvyBx+lJC0q6ZKwbdP6MS7DgnrNAnOVHWUNe3Gt2Kns71dffSjhGvGCuQck9MLZxsQO42HowWPhyZP8PWPvofaiacQTpZdb/l17N0vBDRJle3/b5oGGUdbwbWiBCkliYJqK2IoL1atVA/lXV57wyhHy3VMAUEctt0fBFnHou5HdIpSBmCbUMg4WIbWVydStqvEBqYQOKbAsUwG8w7lupYadO58mCytwIKuXrt5kyDW/s43Hxhiz2Cu6wCxWkNSLYgYzrsUM2cfZ73WWlnHRClNLqSjq7+mYXTDRTrb02Mlj9MLTcJ4ZWDC8gbPzr3rfHarSX46uxiPnalyZjEg55hYpl5g+ZHEs00KnpbSGBgQaa/r4XaF8nwT1y4XrEe4BrLOpgNYtnNM3z6xwL1HyriWyYFh8BxzReOllt9IGkFEI4xXVIB7sVxLvF4/hVSKJyYq3HNkjiDWvuQZ26IRrPQD7yyWrhsvcGKucUE8f7cShpMixXMZKUFO8bzD8iqMbZ7dLi9mHPYM5rqx00Hb2q3jGCHbFVo/Tih5NsfnGl1ngo6294r+jCYDofbPBU3C9g3laIYxdz89y0IjZEfJI0gkzSghiJJu6t++4fyKBsTORDt96gRf+cN/T23mNE6hnxe+4w+Q/XsJYokptN44ljoaWhhGd9ymMAhiXfWstsn9apVqgNdcN8ZTU1X+7pEJLflItOzDFIauFMuz0g0FBGFCJmt35QICo30+iQD6sg6OaVJwbaJYyzFiaXQr6cv15bUgpu7HHBzJYZvmkujbE+Umh2drLLZ0lb8vY5N1TAQGTlvPvNxayxR+9/PtEOvecJHOtvdoUftZh/HKCnlvg+fJuSaWKRDC4PRCc03JT2cX4xtH55hYbJH3TKQCqSRFz6KUcZY4kWiJR4LV46+8kcati4ntjtruNLX1ZdwNBbCcL5aPabGldeCOJVaQ0t5wG9cyWGwqZqoB+eH1q7LLF5xr9VMcm63zyKlF/Cgh6wp29mW7UiOllE7xbFsK7h/O89R0DcMwLligzGaSHy+X72OKFBcSKUFO8bzDchu4saLHE5O1LlnrTPSz9YAwkboCGydIqaj6EeOlDHsHc5xZbC1xJuhsu+9rVySPlhvMN0IePrWAYWif4nI9oOTZVFshtSDGMkMGci4Hh3OMljLkHHPVauRQ3mU4nOS3fvknqC+UyQ3t4AXv+BDFkV1U/QhLmPocQhPBZiQxUHTol2FoYmYYOhbaj6xupfqZmYD+rM0nv36MVpgw3dZNjhQ8BDDXiAjjhCCSyF55haF12olSbScG1f07aF9lqQzqfsx8I9Spf4muDDumwGo3pbmWOFsRjhIUcPVYgR+8bpRvHZtHKQ8FTFd8JiothCEYL2Yw2++ZrLRohgnjJQ+p1AprrWLGZqriazs6qXDaMbm94SL5YZuco8NhTGEwWwuWkBnDMNg3lMMUcHK+xXDeoT/nkLHNc0p+LCEYLbr0ZRzyns3T01WkYoVNX5goPFvQK22+XHSkFyJq++R8k7//ziQHh/McHCmuOOdWPILPheVjuvfIHP1ZHTm+nJT2ymw6zjZTVX/VhrheLJc2rNYPESYJD7dlFZ69lBx3rj3fbgTutRScrPhrEu56oKVJR2YbNIKYa8d1YA1jnPO+LU9+XB5oYwvBWMnDEsbzRvaTIkVKkFM877B823O0lOFoWU8qeU93iA8XPIRhECcJYVt3q4DxoserrxqmHsQEUUKpbaHU21wnDIMDIzrmeqrS4tHTixyeqRNLScYyuWn/ADU/5sRcg1qQYBghBU9rhU8vJKtWI7/2ta/xrp94I/VqlbG9V/ED/5+PcMJ3WWhq8tohnY4lKHgWAwaUa2E7JltoxwshqPsxOVeT4z1DOR48ucDJ+SYGMJz3mKq2ODxTxwD6cw4v2zdIxjZ56NQCp+Zb1AOtGx7IufRnbRKliBPFTM1vSyeUrjRjIJWO6Q6E6ja4xVKRKE0i8o5Jf9bCMHTzYcYWDOUdXEvwhhft4MrRAk9OaSeASitckUbWQX/OoRX5lBshx2brS6y1AEqerrgFcUIsJaWMntgNDFzL7JKecj3kqtEiN+ws8vhEdc3m0J98+Z5NbTObptHdlVA+7e/VWRasgyN08MNAzqF353yrOtLtxmarixuJ2o6l9tmea4TUg3iJtKEX2yU1WW1MvRZ+a5FSgLGix+mFFkG8/mJlNWnDav0QT05qy8jxkkvWtRjMrW7FtsRS0LNpRckKwp1rv+b4XEOngLoWewYyFFx7w9KIjn3clSN5js7WVwbaRDGPT1QQhu4xWGgE7OjPpvrkFM9ppAQ5xfMOq2177h/K8eRUDYXWmDaCBIni5fuHmai08KMEIQyuHSsyWvQ4fFjrFjuuBr3NdR3kXYuDIwXK9YDpWsD37h9isKfic/VYgemKz5Fyg5PzLfKuxa0vGF9Rnfm7v/s73vrWt+L7Pq985Sv58zv+DzOByWcfPMODJxeIEx3rPJh3Gcw5FNvpchOZJqfmm8RKR2DnXEHGMvmu3f3sH87z4MkFnpyqct14iRft6qMRxjwxGTKcd8m5Fo0g5sRckz0DWUoZh4FdLhOVFq0owTEFVwxkuzZt9rRBvS2NMIBWJLUeWYEl2nIMAzxDECcKia5yn1n0OTiSZ8/g2cTA3sn85gODfP6RCY7MNsi7FnnPJogTqn5EpRnRipK2r7SFVIqj5QZSgdVDBFzbZCjvdBcCQSQ5MlsnkTr4pOiZnJirE0vFLdeO8vIDQ7x078B5+6l25AiPnFqk0owAmPMDgljHmxsCpNQ7C44lGCt6mKbRjdXeio70QmAjZHejUdu9mKr4lDK23rVYxVO69/jbITVZbUzLLfxgdZ/r0VIGy1xc1aGmF+tJG3r7IT759WMM5T2Oz+mF+VrotRR0bZO+rL2CcP/jY1OcmGtQcG1etKuPsR5ir9q7O+eSRpy1kWyuGmijUIQ1yeRii6ofEUSSobyX6pNTPKeREuQUz0usqMI4FqNFlxPzTU4vJhRckz2DOYoZm5maTytKODicZ+9gFjhbeVreXLe8CjZd9XlqqkYYSx6bqGCbRrdDPe/a5EdsDowUmK0FxFKuIGB//ud/zs/+7M+SJAlveMMb+MxnPkMmk+EAcOVogdvvPU4US56armG2K2AdjPdlcCzBmYUWoanoz7jYlsCxBQ+fXuTkfJPrxku8+Io+DMNY4tdrcLaa9vhkBcs02dWX0X7GQhAmkpof4eY1QTaFwLVMfFPSDOJ2THWbIFt6mrVM7f8cJZKMbVLKWOQcc0li4PLrv2nfII+dqfDYmSqgrd/magHNONHOFMKgL2djGJpwLTYiBvMOWefs56BQWsZhgB9JTi00cUyBaRo0w4RKK0KIRV573Sgv2zMAnF9z6HI5gmeaTEU+fRmbSEpcW9AItLNH1rEpthPYHFMwXfUZHdbXvxUd6YXARsgurB+1vRoiKbFMAcZK55Dl2A6pyWpjWs3CbzWf65xjMpB1sEyxQn4Dm48z7ti1rXb+5dCWgsmKxVLnHPcemeNVV46sunhphAmVVsjh2QZPTDzDA8cXeMme/hUVXz9OiGSyZqBNuRYwXfV1uA/QCGOyrknetVN9cornLFKCnOJ5idW2PfMZi/3DeTxL4Mfarzhjm7ziykFqfszjE1WemamTd238UE9YjXbluNNc10HHZuzbJxYo1wL6cw6J1C4XqzUDrbaN/KEPfYj3ve99APzUT/0Un/jEJ7Cssz/Z3kr4QM7ROlt0BawzebuWrp5mHIsgkewdzLJnMEec6FjoF+3q6762E6ncO1HnXYvDMxF9WaPbIDRV8TENg0orZqh9ycWMRSOIsE2jHRyird4ytolnaxeJpB02knEE+wazSODa8SKRVN3EwNU+J1MIbtzTz6GJCqcXmm1nEYFnm9imaGvHIetYVJoRQZzQn3XbumudVudHkrxnsXvAJVGSWismllqTfO14kb2DOSarPvefmD/vCX65HKERJlQDnYK4qz9Lw4/R/YyKkYJL3tMuFjU/IuPoyt1sLdgw2brQ2AjZhfWjtpejHsRUGiFzjRCJXuiMtuVOq0kttkNqstqYVrPwg5U+1+V6yNVjBW7YWVpXfrPROONOo/Ba5+9FIhVSsupiaa3FS6/NoR9JHEsvBo/M1pmtBysqvp5lLlkg9yKIE8r1ANsUeJZJIiVhIrva/QuhFU+R4nJASpBTPK+xmUph77b7eMnjaLnBdTuKS7Y0O+jYjDXDGMfWDS6FHku35c1AveTipn0DvO997+PDH/4wAP/pP/0nPvjBD65KUDqT8T2Hy9RaEfPNiHI9wBRa42mbBoM5h6tGi3zvwbMT4ie/fozh/FKrqOWRyqBJjzD05Apn9bxhoiUUHRQ9m7IZsNiMcSwTA4WnIOvYGIZCCEHR1mbJpmFQyjo0w4TpWsDugey62+d+e4I+U/EZzDkUPHsJie/V8JayVrv6bRImkv6sw65Mpu024nRJyEgBan6EVIob9wyQdy1ma8F5T/CryRHyrrVEwpN3LcaKHnONED9OaFQipNK2d7sHspxZbG2KbF1obCWcYi2/3l7iVg1iWlGCJQQCY00Xie2Smqw2puUWfp3FSqfhdnlleLvkN51G4R193qrnP3u/JIvNkB19HjcfGFxx/LUWL702h2c1+/qZcPVoYUXF95qxAv/42CRZ21xRya62IqJEUfD0/Yilfg4sb1h8rtgSpkjRQUqQU6TYIHrJdLkecPu9x7GFWEGOe23GknYyXYccB3FCtRVRbccMT1d9WmHC3uE8timot3z+3b/7d9x+++0A/OEf/iG/9Eu/tOaYllfCv31igVMLTSrNiL6sza7+LC/Z079i8l6N9KymxwQtjYjbZLij5z0+18RuS0wMQze7DRdcJhZbCMNACG3BNphvNzH2kNjhootraa/jMJFLts9XsxE7OlPniYkKKFaQY9DNdl5bC90MYgbyDj9wzQiTVZ+i51BphUipyHlndZmryWK2Y4Jfq6LX62wyUwtwLB2TXXC1dtqPJPuGc1w9WuDa8eJlVYXbSjhFb9R2L3nrJW57BrIcnW3QDBN29evf1mouEtslNVnuXtNBr4XfTFWnHi60IkoZi6emaysWK9sRZ9zbKLz8/L0+34vNEMcSvPHFO1ddLK32O15uc9iBKQzCRK5a8b1qrKAtDlfxJtcuOQYGBn6s+w+KGWfFay9HW8IUKc4HKUFOkWILWM/fdLrdyJa1TaRU9GVsHEswW/Mp1wMdTNKOrq75MQ+dXGCy6uMZEfd94jd45N5/wjRN/sf/+B/cdtttGx7PZibt1UjPWnrIjC2o+rJLhgfzDvONANe2lti0CUNrkYWhG/OArj1eLCWOKRgveV07q06VLkokpYzFfUfKq9qIHSs3mKoG9HmWzs9eo5jpmAYLiSRra4Jxy7Wj3Htkju+cqSCloubHXSu51WQx2zHBr1XR63U2ma60mK4F+O2wmp/+3n2XFSFejuXEsh7ETFdaTFV9okR1dfUjRW/VqO1OJX014pb3LJrtBlgMlrhIjBQ9/Ehum9RkrdCOXp/tmWrA4Zk6OVfHlq+2uNwOLH9+7BvKdc8/VfUJ4gQpYUdfhje+eAevu2F81eOs9jtebnPYwfL0x94F4csPDHFwOM+jpyrU/GiJTCtp+6r7UUIkpW4mFQbOMptCuHxsCVOk2A6kBDlFii1iNX9TyzR4crqmXS1sk2vGiyw0Q2bbTS62KSh4Z7cxlQLTFETNGn/7//wiC8e+g+d5/OVf/iVveMMbLtjYV6umraaHVEphm4K+jN21wWsECWOlDC/cVaLux0zXAh0vLQXX7yiSd02EYXBoqoZA+w6XMi4Fz+66XuiKcsLBQo56EDOQtde0EevP2pgG1MOETBB3q/HLEcYK1zLbQS6yW1mfqflMVXwsYZB1zK7n9Gpa1/Od4M8lR8i7FvmRAgdGCu2mJ3HZV9s6xLJcC6j6UVfX6lqiq9V9fKLKYxNVxkseB0byqy4ge4mbQnXTKF+4s0QrSrrVU8OA2VrAA8fnuWa8uG1Sk/UWtQA5x6LgSQ6M5LpyiguJ1Z4fOVdHvy93dFkLq/2Ol9scwtnf25XFtReEr71+jOmKTyTVkoVvEEtaYULBsxkregzmHWZqwZJjdXC52BKmSLEdSAlyihRbxGqNfh395diox9Vjekv4n5+eZWKhhWubXSlA9xiGQXNxlns/8T4WTh/GyxX4P5/9G374Nd+/pTFtNOlstWraanrMehBTzNiMlzxOzOnUOCHguvESo8UMo0W6HsJVP+Rlewd4fKJKFEv8WK5w1uig7usFhGXqyuFUNVjTRky0I7mrfsxiM8K1RDc1D9oe1LEkkpKBnI0EMu0wkKG8y9WjRYZyHjv7MyuOvRznO8FvRY4Am0uou9joEMtP33ecqUrAQM5Z4kWtUIgWLLYiglhyZKbOSMFbQQCPzNaJpGy/LiFjm1w3XmTfUI5GGHerp2H7voz3Zbjt5r3nff2997YVxYSx5Hi5wZnFJsN5b8uNdueLtZ4ftmnQn7XxI8lDpxY5NFlb87uw2u84StSKXoLO722kuPT9vQvCa8aLXD1eJGpLoToL3+G8S6UVsWcgi+dYupl0lWNdLraEKVJsF1KCnCLFeWK5vOGTXz/GXD0k72ryU/RsjsR1HEuskC/UZk7y4H//Zfz5KQoDw7ztNz7O4IEXbnoMm006W6ua1tFDHp6pcaLcQCk4MJKj1I50XmxFFF0tGZmu+qsSi1LGXtNZo1M5bEUxO0oZYqm6IQyDeWfVa7OFYDDvEksdyz1ZaWl7sDaEMLqNb8LQ1eNrxs7qVdfSni7Hdkzwmz3X9x4YXFNacjn5yx4YzuPZFo4V0gy1VKWbftgmuzfu7ifvWksaHXsJ4J/9yzEkUPAsrizmuxHfoBdn+WG72/TVqa6fDznu/U1MV32CULLYCgliiR8l5Fy9iNozkNtSo912ofP8uGnfYHe8s7VAfxfk+t+F1X7HtnnWgaPze/PjhGvHit373UG1FVJfTPjPn/sOZyotFhoRfhRzYDjPC3b1UfBs6kHMfUfKRFIR+dGax7pcbAlTpNgupAQ5RYptxnKSJAwYK3i0ooSaH2EJgSEMFk48yUOfeB9xY5GB8d38+kf/X6Ls0JY0sJtNOoO1JSKOJRguevTnXAquyWjJI+tYvOqqYQbzLnP1YN0O/o06a4yVMnzvwUGemKiuayM2VvKYrDR1NHMoiZXCMukuNjrvUigqrZgDI4Ulk/Ra2tPl2I4JfrPnqgUx9x+f39TndilweKZO0bO45poRZmtht9KbdcwlZFcptaLRsUMAD03qVMSLUckH/Zv40hNTVFuxdgxpy0JyroVrCyrNiKena1w1kue2l++95AEXW/kNw8rfsWUIFpotpFKEbc/xa8eK3cWvPp7iyGyNu5+eBaUXKJ6jJTN+LPnW8QWemKhyw84Se4dyFDyLZ6brFDMWN+worTjWZjygU6R4tiAlyClSbDOWk6RIKgbzLo4lqPkRlVbMzFMP8OCf/RpJ0GTnwev4tT/+C0oDQ9rVYpMa2K0knQ3l3TW3eM9ZTRstrEvWNuus8dCpxXV1u6NFt12plBgGOKZgR1+mR8etq5hHZxvkHJPXXr90kj6X9nQ7J/jNnKsjR9ns53Yp0Gk+LHgOBc9ZYu/Vi/UaHS9mJb/zm6i2YiYr/qoR5X0Zh5maz99/Z5JdA9k1G+EuBrb6G4bVf28zDR8hDG4YLS2p1HdwrNzga8+UaQUJV44W2hHn+t7s7M8wV9dyl2dmamRckxdf0ccLd5aYqgZEiWRi0b9k0pQUKS4WUoKcIsU2YzlJsgyDUEpcy8TNmyw8/mUe+G+/iowj9r3gu/nVj3ySbE5XLbdSOdtK0tlyAnm+tlWrn29jx00SxbG5Bs/MaI2qLbRv9Gh3YjcwDIFrC4Sh7dFqfqytp4SBlIpWmKDQ6YE37u5fcY61quUXYoK/ad8glVbEXY9N8/XDs92O/76sg2vrSOlbrh0lkeq8PreLia14IS/HxazkPz1VY7rqM9cIV9iddWAYBiNFj+PlBnc9Ps1L9w5csvt7vr9h/W9nf28v2dPPlw9NU/Bscs7Sab7mh3z75AJ1P2ZH31lXmQ4MDIbyHq5lUg8iCq7Nv37xTobyLuV6cN4e0ClSPFuQEuQUKS4AeglZLCVzjQBDwJNf/Rzf/IsPoZTkupffwnt//6N4nt5y3mrlbCtJZ5eDc0JHI3qk7Y07VnCxTO3F/PhEhaOzJjv6dDVroRlgoIla3rXI2IIwUURRgkQTh+t2FDGF4MhsfUUa2Jar5Vu8pscnqtiWwY5SRuteI8lkpcXOvgzX7yhy075BPnXv8WfN57bV5sNeXMxK/pNTNYJQrmp31gsDg1LG5vRC85IuQLb7N7zegvDwTI1KI6S/vZuzFnSTbsTJ+Ub33lyoxXSKFJcjUoKcIsUFQC8he+D4PP/zG8d56G8/ySN/898AeOUbfpyfe//vIcyzbgxbrZytV91b7lnrRwnjJY9yPbjkFZ+O5nKs6FFpRUscL6SSnF5o6apynOBaJpYQFFybjGMSJopSxmK06DFeynS3kU8vNNclD50J/srRQtfZYDWngI26Six/3eRii3ItZPdgdkmMN2gCOFcPteY4Y29LVfZiYbvkERerku/HCYutcIXd2WqwTIFI5CVdgGz3d2G9BWHNj1hsRmQdCyFWehl3YGDg2RbNMLlsFtUpUlxMpAQ5RYoLiKG8y2uuG+WTH/5NHvmbTwDwxp96J2/597901ibrPCtnq1X3eiN9ez1rO2ENt997/JK6IyzXXEZtgtJxvJirh1RaEY5p0AoUrq3T+fb0ZRgquDT8mFacMF7KLNHDnos8nMvt494jc/RlLBZbETU/XtNV4mV7Brj/xPyS40RJwqHJGlEi8eOERKquhdl0NWCq4hNJSRBJ5uunGSu5CGNtgtKLS+0vu13yiItVyffaSY25VbyulyORCs+6tAuQzm+4HkRLvisr5Uab+y6sVvH92N2HOTLbWGEFtxpMYRAlpOEfKZ6XSAlyihQXEGEY8tM//dP8nzvuAOCN/+FXedHr3ratTS6rVfd6I307zUkKRSOMuX68iC3EJXVHWK657I1iPr3YolzTTUaWMAgSiRklXNGfZ6jgYqArzcqnLafYOHk4l1PAw6cW+epTFa4dK/Jdu/vXdBJ4/EyFyaq/5DhHZmrYpmBHn0czSHhissLEok5V9CNdBTeFAUrxxFSVmZpDzjEZK7mY61TyLgd/2e2WR1zorfprxgr843cmuxHpa6EToDFa8Lre2ZcCV43m+fTR44SxJIhl97vSKzc6MJxn72D2vL8LnmUiDL0wOBcSqRAGl/TepEhxqZAS5BQpLhAajQY/+qM/yp133ollWXzqU5/itW/80W2vnC2v7q0W6QtnwwJGS5625OLSuSMs11z2RjE/dGKeuXqAZ5lYwmA47xBJTap6PaTznsV01WemGpAfts9JJM/lFNAIY8r1gKJrM9cIaYTJkrS9jpNAI4y464lpXrK7f8lxOglmwhDkPcFcM+TkfKUdI+wtGbsyII4VM/WAR04tcuOegTXv1eXiL3sxGx3PF1eNFdjZn+F4uUFfxllTZlH3YzxL4NhiiXf2xUY9iJmpBe0AjmXfFRQNP+bQVJXFZsh4X+a8vgvXjBX4xpEy1SDuxsevBoXCj/TneinvTYoUlwopQU6R4gJgbm6OH/qhH+Kb3/wm2WyWv/7rv+Z1r3sdwLZXzpZX9yrNcElz0lphAZfSHWEtzWXetRDCYO9gjr6sDg6ZWGxyaqHJockqlmlgCkExY1FsR1dPVf1umt96RPJcTgHT1QA/ShguusxUA6YrLfIjK18bJYqqHxMmcsXfE6mYqfksNEJm6wFRLJlvBOQdC7enCmcJgecZ7OjzODxbZzDvsnsge8Ga1rYDF0sesR0Yyru87oYx/us/H2Gm5q9KOju/ifGix1jRuyALkI1o2cv1gMcnqhwczjNZ8an7cTdYB7QWOOfqVMvDs3Vuue78vgtXjRW4YjDLwycXOTXfJJKSROr0vaJnU8zo31XdjwHYPZC75IuzFCkuBVKCnCLFNuPUqVO89rWv5dChQ/T39/MP//APvPzlL7+g5+yt7n3nTEVboQXxkqSz5WEBl9IdYT1XhE5UrkJ1/VgTqWiECY4lsAxJPYgomwFZ18IxDWZrwTmJ5LmcAqYqPq5lIgyBa5tM1wIOrEKQp6sBOcdkphZwsP3vUikqzZCpqg5ECeOEuJ02N1nxiRO9IBnKa7lLIhVZR/vLVv2I6aqPHyWXdVW2g2eLk8Frrhvj9HyTv//OJCfKDUoZG9MU3d+EZwnGix6FjM3NBwa3ldxvJtmys3B70RV9lDINjpYbzNQCvRvRSSuMEjKOScGzKHjnN20PZB3Gix53N0MqfkzOsfBsQZwoJvwW5XpAxjExgLFShh+4duSyWfikSHExkRLkFCm2EU8++SSvec1rOHXqFDt37uSuu+7i+uuvv+Dn7a3uzdZ8Jita47w86Ww5LpU7wnquCJ2o3Ll6wESlhZQ66lgYBuV6SJRILCEIE8n8fItmmHDNePGcRPJcTgGRlN3GJU1yV+pX60HMVLXFXD2g6ust6rGiTkmshzGJUpRci7k4wTEFhgEGCgMtwQBNMIMo4eBwDiEEB0cKZB2Tl+zpv6yrss82CGHw716xn10DWe56fJrTC03MRDesjhY8nLYndYeobic2k4rXWbiZQnRlRtOVFtO1gDDWaYUHh3OMljIsNkOenq7zvQeHz2tsZyo+37W7n2ema5QbITVfYlsCpWChETFXD7hmvMjbb9p9WS3OUqS4mEgJcooU24RvfetbvP71r2dubo6rr76aL37xi+zevfuijmEo73LVaJHBnHfRIn23gvVcEcaKHg+frlBrhSAh55o6ZMMyKXo2VT+i2oqIpUFgSoZyNm940Y5zhiycy8vXFtqDGehWeDvodQUp10OCWOJYJo0g4eFTi5TrIUXPItu2oJNKNzdJBZZp4tkmRFpPLAyDjGMyWtKfj22K7gJneVW2XA+493D5nHZzKVaHEAavu2Gcl+4dWCILydj6Pl6IBchmU/GkUjpGvY28a5EfKay6e9EI4vNa0JbrAV85NEPNj2lFkv68i2kKWkFMJBWWKdhR8hjK24yWMlw9XtyUy81G7REv1PtTpNhOpAQ5RYptwJe+9CXe9KY30Wg0eNnLXsYXvvAFhoYuzRb0xYz03SrWc0UYLWVITixQacXkPYuhvItrabLq2ibDtslwwaPmR4yVPIYKLnP1AM5BkM91X8ZKHk9MVJBKdiu8HfS6guwoeRwtNxguuPRlHcI4IVHaISRjm9TDhGYQE0uQQNY2qfkRrmVQ9RPmBXzP/sFuA+Bqi5SNbNFfv6NI3rV4erqekolz4GLKQjabiqeUoug5Gzr2+SxopVR87sHTfOvYPFlH4NlWV3fsWIKMrZ0yOjKszfQnbEZSshrhPt/3p0hxIZAS5BQpzhOf+cxn+Lf/9t8SRRE/+IM/yGc/+1ny+fy533iBcDEjfc8H67kiNMMYBRQ9m8H8UvLQIfZ+lHDNWAHXNjekoz7XfRktuhydNZmtBksqvMtdQYIkwbO1wwZA1Y/J2iaGAYvNCIUilhDECVZb81pu6CRAxzTIu17X1m6tRcp6W/SJdPnW0Tk+//AZYqXlIIYBecdiMO9w5UiBH7h2JCUTlwibTcWr+zH1ILrgC9pvHpvjK4dm8GzBaCmzplMGwP7h/Kb6EzYjKVnteOf7/hQpLgRSgpwixXngYx/7GO985ztRSvHWt76V22+/Hde9tNW7ixnpez5YzxXhxbv7aPgxzUgyWwtXbVi6ZqzAvuE8s7VgQ9vO57ovOcdiMOdwqFZlR3+GXFtiMV1p4UeS4YJDzY+QCq4fL1LxI2p+RKIUwjAIk4SaH1PM2gznHcqNEEsIMo7AwMBsjz+W+vWw+iJlvS16qRT3HC7z7RMLNIMEDOjPOpimwXwjZL4RMl3xObPQRErF9165da3qcx2b3c7f6Os3m4pXzNgYBhd0Qdv5TlmmgWtZS8gxsKq3+Eb7EzYrKVkuaznf96dIcaGQEuQUKbYApRS/9Vu/xW//9m8D8Au/8Av80R/9EaZ5eRjqP5s8a1fb/v7k148xVw8pZe01G5bWkyishXPdl7FShmvGCiy2ou6/PzNTJ4iTrk/ttWNF9g5mOT7X5P/f3p3HR1GffwD/zMyeye7mPgDDfSp4FDQFD6xigiJCqxYpKigerQKt2JeiVcFqC1RqLW09iliPalFsRUQEFUHLIQoWfoqAcgthQwLJbjbZY47v74/Jrgk5SMixOT7v1ysvYXZm9tmdjTzz3ef7fPcWBcxyCl0gqBmQJKAioiPDZUPPtERUqOZkPbvFTJJLKiLwhzSUhVSEVKPWm5T6vqL/+ogPWw+WIKwZcDkUaAZgt5pLcJuLXhioCGv4tiiAN784ggFdPHFNJtpiTWljv84/eX9ZluAPmivevbO9AC6HBZf0S8e487oh0+04Za17VapuIMNtx8Bsd4ve0EY/U0kOK8ojdcdWtbe4zSI36PeqsSUlJ5dtNPV4opbCBJmokXRdx/Tp0/HMM88AAObMmYNHHnnklF+ptqb21LO2NtF64a7JDvSpY8IS0PivnRv6vhQHwrHHAcDtsKBfprtaN5DeGWZ3EIdFxheHSiAMAzaLjASbgt4ZLtgsMo4HwigqC6MspEKRZai6mURvOXCizs4bdX1FHwhr2H6kFCFVR4JNgVVRIGAgpBpw281RQEdlrXZ5WMXWgycwf+VO9Mp0tXpi2pZrShv7dX50f4/DCossVS7frsdWpzxYXIG/H92Ht7cVYNy5XdE12YmDx8sbVTLR0je00c+URZbw9dGyOhcIkSDBblFw1BdEmsveoN+rxpaUnFy20dTjiVoKE2SiRgiHw7jpppuwdOlSSJKEv/3tb/jFL34R77Dq1F561p6sJeqoGzOaWfV9E8L8+ru2riAuuxXn9UjFt8cC0AyzG4HDqsQmFaa7HHA7rCgLqTjmD8Nhk5HusqNLshOTR/Ss8VXzN94yrN9ThJBq4MDxALI9jthoeaEviOKyMGRJgrXymwpJAgzxfTs6AYGIZpZ6aIbALm8ZuqUktPrkvrZaU9rYr/PTXPbY/v6Qil2FZZVLNUsoDoSh6gYcVhmKbMGJ8jDe+Pw79M10wWGzoDgQRobbUU8s3392W/qGNlr2kZTgxL7icpSHtWqrbFalyBJKgyp6Z7ga9HvV2JKSk8s2mno8UUthgkzUQGVlZfjxj3+MNWvWwGq14tVXX8X1118f77A6pOaso27qaOapul+47BYkJ1hR6A9D0/XYCoZRNovZD9mqyEhx2KAbAv93uBQLP/wWHqcVKQlWGELA6w9B0wUimoCqGSgP69hR4Me+4nL0Tk/EUV8Iqm4mMLoQUHUDIVWHLEkokkJwWBVohkBFWIMsybAoAqohkOkxkzR/UMHGvcfx762H4bQp6JLkRJbHDo/TigPHy/HRrmPI8tghSxLCuhFLnNPddhSXhRtVqxtNKh02GfuKy+H1haAaBqyyjOwkB7I8dgjYWr2mtLFf53+8+xj8QRVdkx3Y+10ATouCkKbD6w/BqshwO6yQIEEIAX9YQqLDghMVKhI1HbtUHYDUqM9uS93QRss+XHYLeqcnYpe3DAKotmJfNLaykFlG0tDFUxpbUnJy2UZTjydqKUyQiRqgqKgIV111FbZs2QKXy4W33noLo0aNindYHVr06+Q1O49hR0EpKiIGDGEuupFoV9A9NbFBXzs3dTSzttHsQFhDoS8Irz8EVRcoD5uLhkCSENJ0lFZEoBkG/EENhf4QwpWjZBURKyoiOmQZ+MIoQYJVgVWRcaI8Ao/TirO6etA/y4WdR/1ISrAiSVhRHtawy1uGsKYDkoCqC6ghDYYw+y1brTJUXSAYiSCkmQth2CwyQqoBATPp2V9cji0HTsDrD5kJti5gGAIHjpdD1Q2omoGysA5V09Enw4XB3ZJgkWX8Y28xSoMqUhKs6Jvphk2RT3lj8Y23DL6gCqss4X/fmeUIdotiLr6iathR4MO+IgW90xMR0UW9NaXNXcPc2K/ztxwsQd8MN46VRRBSdSQ5rSgqCZvfFFiUavtbZQmaLuCwAMkJNhgCKAup5lLjcZ4DUPUmL9pBpa4V+8KqgWvO6dLg2JraVrI9tKWkzokJMtEpHDx4EHl5efjmm2+Qnp6O9957D8OGDYt3WJ2GgACE+SfALCsQonL7KTTHDPmqo9mGEPCHVOwvLkdINSqTC1T2QdbRNcmBTJcdJypUFJWFUB42eyQnOa1QdYHiQBgAkJPiRO/0RJRWqNhXXI5Mlw1uuwW7vWXokZYAh1VBecj8GtzlsEIAKPSHIHQzibErMmRJgixJcFgVKJIEQwgIIRCMaAhGzPcoGFaxfk8xvL4gfEHVXHBFkeEPqfAFI1ANgRPlZvLndljgsFlw8EQFZFmC225BeViDRZYQCGuIaAbOSEkwr0k9Nxa7KkdpiwJhOC0KMj0OSJAQVnX4VBWBkIbisjD2FAXgtinYWxTAsv8dQWlQRbLTijNSEnBe92QEwhp2FPibVMMcTbC3HizB4ZIKfHGoFDaLhK5JTnRPS0RWHStMApVf50fMG5sDx81lyMvCGlTdgLuW8gS58hrYrQrCmoE0lx3DeqYgyWmN+xyAk2/y6lqxL91lQ3KCFeN/cEaDa8ObWg7VXtpSUufDBJmoHjt27EBeXh4KCgrQo0cPvP/+++jfv3+8w+oUqo789h7gqvFVcEPqWJtrhnx0NO31z7/Dbm8Z3A4LEu0WGCLatcKBBKsFTpuCQyVBAALdUhJQ6AtBliUolTWrNosMQEJ5xMDxQKTyxQCBsI6sJBkCwFFfCF2TnDhwohwiZHYWcNktkACowoAEcwESCQLOyuQYAIIRHbohIAQqV2eT4LQq+L/DPui6DkmW4HaaJQER3YDfryEl0QoZgMOqwDAAl01BeVjAF1Rx4HgFMl02dE9zoSykxtp/RUdg67qxOFEeQUFpEJ5oci8EigKh2DLhiiwhrBnwVUTgLdVhswZR6AsiyWmD1xfC3qIAPv7mGDRdoG+mC+fkJEORv19priGj/tGymg+/LsS270pwrCwC1TAQDOuQJMBXoeFIaRCZHgf6Vi6OcfLopaobcNoUc8S+chny4+UaLLJco00aUPmeSzIUWYKqC7jsFhz1hTB6cJe4zwGorWSp6op9TemU0dRyqPbSlpI6HybIRHXYuHEjrr76apSUlOCss87C6tWr0a1bt3iH1Sk0V2/U5pohL8tS7Dms3cyJQhHdgE2R0c9jdrMo9IXw5REfSisisMoSEm1WaIYBt82KsqCKiGZAkYGkBCusioziQBiSBDMJMwyUhVSkJdpR6A/BbpUxKNuDvUUBHPObo5e6EDCEBEkyeykn2BTYKpcoDms6VN2oLPMAIMzzJiXYEDHCKNeASOUKf3aLglBEhyxLZjINmNs0HWHNgNWiIBDSYol7WNWrtf9yZXw/elrbjYU/qMIfUmGRZRSWheCriKA8Yo5Quh0WhDWzdlqRJEiSBFkyvxtw2hSku+04UR7BvqIAkpxWHPWFkOQsr9bFpLaJdCfXSGu6jk/3n0BBSQVKgxocFgUJDisgAF/QXCq8NBiBL6ihyG/20T6ra1LsOaJf5w/rkYLDJUFYJAkRw4BuGLWOrAph1ntnOK2xZcrb2oSyluyU0dRzt6e2lNR5MEEmqsXKlStx3XXXIRgMYvjw4VixYgVSU1PjHVan0Vwjv805Q/4bbxlU3cC5Ocm1JtwJGRYU+II4UlqBoCpwuKQi9jV9aUiDJAFJCbZY/2Z/0FxkJMFmASDDF9SQ7nLAblVwrCyMEX3Skemx45g/DK8/BEMAbrsCh9WGQFiDEObrkyQJFWEdQggYwmzVZZGBJIcVQVWHVZYBSYIhAK8/BIssIaQaSLQrKA9rkCVzPFSRJARVAy6HBRVBHR6HBaphlpRkWB2wWxR4/SH0zvh+lciTbywMQ6CgtALHy1WEVbOlXXnEgIBARURHSNWh6sKs1zVLtmFTFNgsCooDYXic1so6c7MmVq5sq1a173WUzSLh4x1FWLf7GCyKjESbgky3HTaLgs37TyAQUqFIEpISrHBYFQTCGnRdAJWjv5oh4A+qMISB9XuKAQBndvFAkqTY1/kjB2Tine0FKI/oKKmIQJYkaLqBk4U182bJbbegNKiib0Zim5tQ1pKdMpp67vbelpI6JibIRCd55ZVXcMstt0DXdVx11VVYunQpEhIS4h1Wp9JcI7/NOUP+VDGZNcEyeqS6EAirOOoPwWlTYLfIcNsVWGW5Wr2rRZERCqswKhPBsKajKGCO0pqT6xDr+NC7csVAu0VC30w3vjhUCq8vCFU3EI7o0IzvkzanVYLbYSaax/whhDQDwYiZQCuyBE03zx3RjVhiZ1PkWMs4wzBruxVFhlSZRGa4HeYku1qSw6o3Fpv3H0dRIAKbIsFuMberulE5qG1259CFgE2RoAszKVdkc19/UK0cfdbgtCmIaAZ03YCqmasZuipHkQ0hsL8ogK0HS/BdSQUS7Rb0zXTBMICC0hDKwip8FRFYZaBCNZCgK7FkWJElJNoUcwKjAFRdh02xQtcFtn1XAodFhsdpi32d3z/LjRF90vDO9oJY2UpFZcIf7V4R1gyohoFsjwOqIeC0mXXXR0qDbXJCWUu2fmzqudtrW0rqmJggE1Xxpz/9CTNnzgQA3HjjjXjhhRdgtbadUaDOorlGfptzhnxDYlINs27VYVMQ1gS6JDmQnGDDnmNliGjVk0tZlmBTZKiGgUjEQEQ3oOmG2QnBao7uVu34oBsCqYkO9M10IzvJiQPFAewrKse+4gCshoxEmwWabo4ohypHbzVdIKTpkCVAMwBdALohYLfIcNmsCIQ1BFUdimyWO0iVI6QJNsVM3CWzpRyAWOlAjddceWMRLYtJTrBV1o2GURpUYRjmNTITcLN7RoUuYFEkJNgs5mOQYFFk+EMa9Mp6X0BGWVhHaqINhWXhWJnF/qIAvjzigy+owu2wIMFmgcdhi13HwwcrENYMwCrDKksoC2kAzGTcosiV5wbCmkBEA0qDKpKcNpQFNXx+4AQu6JVW7ev86H/f2HIYO46UVibXKqyKDNUQsCkystx22C0yQqqOgdluhFSDE8qI2jn51LsQdXxCCDzwwAOx5Piee+7BSy+9xOQ4ThwWc3JUQ6i6Aae19iW++2e74XFav58QV4eGzJBvSExWWYZuCOiGQEqCFWFNh4CAx2mFZphdJqIMwyyvUDVzUpzTqsBlt0BRZGS47UhOsCHL44AiSfjiu9JY+zYhzAlgg7sl45pzu+Hc7ik4LycFQ3ukIjXRjkDYHLVNtCmQJECWZdgtilnrK8zeHxLMfsp2q1l+EVJ1aLoBiyLBZpGR4bJDMwR0YUCpXDEurOnI9lRf+CJ6YzEw2x0ri+lTWV5gdtWQEL0vEdFmJJIEATN5D6oaQqqOsrAKIVCZHMuxUfVoshy9uQiENewrLoemmyvBWRWl2gQ+SZKgGgIWWUak8iYhrJkj5ZbKem1JkuCwmhMf7Yr5XBZFgtOmIMvjwLCeKRjeJz1Waxz9+v+BKwfip8NykO6yIRDRENR0eJwKUhPNlm4CwIBsN9wOK/yhSIP7CBNR28QEmTo9TdNw++23Y968eQCAuXPn4o9//CNkmb8e8TIw241AWK2WUNamaoJWm+gMeV8ogqKycI3zCSFQVBZuUELTkJiykxwIqRrCqo7eGYmxdm1JDnNiXrgy0RMQ0HQDboc56itLEmwWJVby4Im2EavS4c7jsMDjqJnsR5PycGV9b3QZ6pBmVNYkm/W20c+zpXIkV9MNWBXZnICmGVArR4zTXXakue2wyEAwYsDjtCIQ0uC0Ksj0VH9/qt5YREtQ3A6rWdpgsyDJYYm1wosN4Fe+fwIwE0thjuKeKA8jGDHbzWmGWeqhVL42s/uHWWoRUg1EdHPUWzMMJDlrfhEqy+b5NcMcsTZquWaKbL7nCXYLclIS0C/LjX5Zbhz1hWq9tpkeB267pA+en3w+7ry4N3qmJUCWZCgy0DXZgR5pCZU3FQKjBmWhT4YLG/cU44X1+/H0uj14Yf1+bNxTHGv1R0RtW4fNAP72t7+hZ8+ecDgcyM3NxWeffVbv/kuXLsXAgQPhcDgwZMgQrFy5spUipXgKhUK4/vrrsXjxYsiyjEWLFmHWrFmnrH2lltWcI7+5lV+Za4aBbwrLcKQkiEJ/CIdLKrC7sAyaYTRohnxDYjJXiDOTs57pLvTJcCGomR0v0lxWqIbZwSGk6rBZoqUhEs5IdkDXDfiCKhwWcyW7kooICv0hGELgvO7JSHfbke2x10j2s5McCGs6SoNhVKg6EmwK+mYkItFmJqeOyuTSYTX/7LQpMAQQiKixemO9cni3a7IT6W477BYFiZX10iFVR1DV0CfDFauhru3GIlqCEghrSLQq5givxawxdlXGIkuAJJudKwDzHyBFBhwWGUblpEOtcgQ4GNHhtisIqzqyKjuZeP0h2Cv31Sq7iJzckzjBqkAIwCJLiGii3n7ZujDgtMix52hI54loovynCefhvvwBuHxQFvpmudEjLRFXDs7GTcN7AABe+fQgVu/w4ngggohqtvVbtcOLlzYewKa9xbH3nojapg5Zg/z6669j5syZePbZZ5Gbm4unnnoK+fn52L17NzIzM2vsv3HjRkycOBFz587F1Vdfjddeew3jx4/HF198gcGDB8fhFVBr8Pl8GDduHD7++GPY7XYsWbIE48ePj3dYhObtjdpcM+QbElMwYiA10Q5AIBjR0TPNnNy5tygAwxBItCo4XhFdmMOKoGrA7bTA7bQh1WUuziFX9tGNJrrRDg6HS8wFPEYNyqrWDkuWzAl3R0tDsCoSuiSZSW4gosFuNScJBsIaSitUAECS0wZfMFKZ+OqwWyS4HWZyKIRAabm5Ip9uGMh02yDL5kRIm0VGoT9UZ+ut6IRIry+EDLcDmmHA6w+iLKSjQtUR0QxIsgzoBiABFkmCRTZXAVQksy460WaFryICh1VBhaojrBvwOKzISnICAFRdQJbN/6q6QLcUM5mvKsPtQEmFCqXyqQxRZfS6CtUwIEGC22kzyyuSnCitiDS480RdE8o27S1u0sqNRNQ2SOJU32G2Q7m5uTj//PPx17/+FQBgGAZycnIwffp0zJo1q8b+EyZMQHl5OVasWBHb9sMf/hDnnnsunn322QY9p9/vR1JSEnw+HzweT/O8EGoxXq8Xo0ePxvbt2+F2u7F8+XJceuml8Q6Lqogu9rBx7/HYamon90ZtyGpqrR3TD3ulAhLw6b4TsX0iuo5j/jAKfEEIYdYnZyc58e2xAOwWGX0zXLW2Mqsq2h/5rkv7ojgQrpbse30hfLr3ONxOC85ISYAECXuLyhBWzUmDYc1AUDVHZCVJRnlYhaoLpCXaoFQmxnarjEyXAwW+ICyKhH4ZLuQPzkaG24HjgXDsuZxWc7nnk28sNu4pxuodXhT4gjAMwO0wa7APHS/HdyeCiBgGbEp0gpwBiyzBMMzkNaGyZ3Oi3YITgQg8DgXpbgf8IRWZLjv6ZXlgUSRsOXgCvqBqloXoBvpluiBJ1b8IDWs6vjzsgz8YASonJ0oAkp3fdyDRKkfy7RYFPdISMKRbEnpnuLC7sAxXDs4+7cS1OBDGSxsPwCrL9a4KV1QWhmYYmDyiJ+uUidqoDjeCHIlEsHXrVjzwwAOxbbIsY9SoUdi0aVOtx2zatCk2OSsqPz8fy5Yta8lQKU727duHvLw87N27F5mZmVi1ahXOO++8eIdFJ2mLvVEbE9OAbE+1fbomO3FDdk61fV5Yvx/HAxF0S3Ge8rmrtqE7efTSMATmLN+Br4/6YguLKLKE8sqlkW0WGTkpTqS57JAgoaQiArfDgrPPSIbXF8SXR3zokZqAAdmeGjECALLcp0wao0sGHzheEVtnzm5R0DfTjfKIBn9Qiy3HLBRAloCgZkCqvLmJaAZCkTA0IaALBWefkYzB3TxwOyz4pjCAoKqjd3oiCv0hDMz24MsjPpSHdbgc1RNku0VB9zQndh3VAAgoMqDpgL9y2WyjsoeeIkvokuzAkG5J6JXhapaljJurfzcRxV+HS5CLi4uh6zqysrKqbc/KysKuXbtqPcbr9da6v9frrfN5wuEwwuHvJ1v4/f4mRE2tZfv27Rg9ejS8Xi969eqF999/H3379o13WFSPttgbtSExNWSf5mpDJ8sSRg/ORkjT4bZbUFgWBiSgPGwu+JHpccRKEYQwJ/T1zUiEy25BktOGH/ZOa/JoZrQEZU9hAEd9QXicFsiSDEky27kpsoSIaqBCNZCaaIPTZkF5WEVKgg1WRUZIM0enrYqM7mkJmHLh9/Fc2DcDwPcjtBZZRp8MF3Z6/bHluKsu/+ywmL2IhTDgsllQHtFQWFm3bVPMftSDurhxTk4KXHZLsy1l3Fz9u4ko/jpcgtxa5s6di0cffTTeYVAjfPLJJxg7diz8fj/OPvtsrFq1Cl26dIl3WNSJRUddjwci9X4l35DRzf7ZbmR5HLDKcqxn8L6iAHZ6/Yho5iiyBHMSXXQxi+hEu6YmhlG5vdLgC6pYvH4/Dh2vQHKCrXIRFAPBiAG3w4ruaTaku+wIhDUYwoHhfdKqLaByuKQCGW57rfFUrQN3260YmOXGvuLy2Ki5JJmt4AIhs7PJ6MHZcDss2O0tw+7CMhwtDcFhldEtJQEehxW+oIojpcFmW8q4OVduJKL46nAJcnp6OhRFQWFhYbXthYWFyM7OrvWY7OzsRu0PoFrPXMAcQc7JyWlC5NSS3n77bUyYMAHhcBgXX3wxli9fjuTk5HiHRZ1cc05GrO1cvdITAZiTBAt9QRiVK+h1T01o1sQwyhzJNm863952BMGIAYsMZLjs8AVV9EhNgN2mIBDSENJ0DMr2VEuOG7JgSzTWjXuPQzMEeqYnwh9UUegPoTxstonLPzML15zXDZlus29z1RHolizXac6VG4kovjpcgmyz2TB06FCsWbMm1pHAMAysWbMG06ZNq/WY4cOHY82aNfjVr34V2/bBBx9g+PDhdT6P3W6H3c7asfbghRdewO233w7DMDB27Fi8/vrrcDpPXfNJ1BqqJnzRzhQnT/xraBJb27kS7Rb0TDMT4pBqoFdGIgZkuTGoi6fF6rjzzsxGktMam8zYLVnCjgI/jldEoIQkOK0KBmV7Ygl8VENGyuuqAx/cLanWyYNVtXS5TnOu3EhE8dUhu1i8/vrrmDx5Mp577jlccMEFeOqpp/DGG29g165dyMrKws0334xu3bph7ty5AMw2byNHjsS8efMwZswYLFmyBL///e8b1eaNXSzapj/84Q+4//77AQBTpkzBokWLYLF0uPtC6gBOHt2sq1tEa5+rKarGscvrx4HjFchJdqJflgvuyuWhgZoj5e21LpddLIg6jg6ZKUyYMAFFRUV45JFH4PV6ce6552LVqlWxiXiHDh2qtkraiBEj8Nprr+Ghhx7Cgw8+iH79+mHZsmXsgdyOGYaB+++/HwsWLAAA3HfffZg3bx4XAKE2qzlHN9vKxMaqcVRtkVdQGoLLrp/2SHlb1ZwlM0QUXx1yBDkeOILcdqiqittvvx0vvfQSAOCJJ57Ar3/96zhHRURA2xndbiltsX83ETUeE+RmwgS5baioqMCECROwYsUKKIqCxYsXY/LkyfEOi4g6mY5+I0DU0TFBbiZMkOOvpKQEY8eOxYYNG+BwOLB06VJcffXV8Q6LiIiI2pkOWYNMnU9BQQHy8/Px1VdfITk5Ge+88w4uuuiieIdFRERE7RATZGr3vv32W1xxxRU4ePAgunTpgtWrV2PIkCHxDouIiIjaKfnUuxC1XV988QUuvPBCHDx4EP369cPGjRuZHBMREVGTMEGmduujjz7CpZdeiqKiIvzgBz/A+vXr0bNnz3iHRURERO0cE2Rql/7973/jyiuvRFlZGS677DKsXbsWmZmZ8Q6LiIiIOgAmyNTuPPfcc7j++usRiURw7bXXYuXKlewcQkRERM2GCTK1G0IIPP744/j5z38OIQTuvPNOvP7667Db2VOUiIiImg8TZGoXDMPAL3/5Szz88MMAgIcffhjPPPMMFEWJc2RERETU0bDNG7V5kUgEU6ZMwb/+9S8AwMKFCzF9+vQ4R0VEREQdFRNkatMCgQCuvfZavP/++7BYLHj55ZcxceLEeIdFREREHRgTZGqziouLMWbMGHz22WdISEjAf/7zH+Tn58c7LCIiIurgmCBTm3To0CHk5+dj165dSE1NxcqVK5GbmxvvsIiIiKgTYIJMbc7OnTuRl5eHw4cP44wzzsD777+PQYMGxTssIiIi6iTYxYLalM2bN+Oiiy7C4cOHMXDgQGzcuJHJMREREbUqJsjUZqxevRqXXXYZTpw4gQsuuAD//e9/kZOTE++wiIiIqJNhgkxtwr/+9S+MHTsWFRUVyMvLw5o1a5Cenh7vsIiIiKgTYoJMcfeXv/wFkyZNgqqquOGGG/DOO+/A5XLFOywiIiLqpJggU9wIIfDII49gxowZEEJg2rRpePXVV2Gz2eIdGhEREXVi7GJBcaHrOu6++24899xzAIDf/va3eOihhyBJUpwjIyIios6OCTK1unA4jBtvvBFvvvkmJEnC008/jZ///OfxDouIiIgIABNkamVlZWUYP348PvroI9hsNrz66qu47rrr4h0WERERUQwTZGo1x44dw1VXXYWtW7fC5XJh2bJluPzyy+MdFhEREVE1TJCpVRw4cAB5eXn49ttvkZGRgffeew9Dhw6Nd1hERERENTBBphb31VdfIT8/HwUFBejRowfef/999O/fP95hEREREdWKbd6oRW3YsAEXX3wxCgoKcNZZZ2HDhg1MjomIiKhNY4JMLebdd9/FFVdcgdLSUowYMQKffPIJunXrFu+wiIiIiOrFBJlaxCuvvIJx48YhGAxizJgx+OCDD5CamhrvsIiIiIhOiQkyNbs//elPuPnmm6HrOm666Sa89dZbSEhIiHdYRERERA3CBJmajRACDzzwAGbOnAkAmDlzJl588UVYrdY4R0ZERETUcOxiQc1C0zTceeedeOGFFwAA8+bNw3333celo4mIiKjdYYJMTRYMBjFx4kS8/fbbkGUZf//73zF16tR4h0VERER0WpggU5P4fD5cc801+OSTT2C327FkyRKMHz8+3mERERERnTYmyHTavF4vRo8eje3bt8Pj8WD58uUYOXJkvMMiIiIiahImyHRa9u7di7y8POzbtw9ZWVlYtWoVzj333HiHRURERNRk7GJBjbZt2zZceOGF2LdvH3r37o0NGzYwOSYiIqIOgwkyNcrHH3+MkSNHorCwEOeccw7Wr1+PPn36xDssIiIiombDBJkabNmyZcjPz4ff78fFF1+MdevWoUuXLvEOi4iIiKhZMUGmBlm8eDGuvfZahMNhjBs3DqtXr0ZycnK8wyIiIiJqdkyQqV5CCMybNw+33XYbDMPArbfeijfffBNOpzPeoRERERG1CCbIVCfDMPDrX/8aDzzwAABg1qxZeP7552GxsPkJERERdVzMdKhWqqpi6tSpeOWVVwAAf/zjHzFz5sw4R0VERETU8pggUw0VFRW4/vrrsXLlSiiKghdeeAE333xzvMMiIiIiahVMkKmaEydOYOzYsdi4cSOcTieWLl2KMWPGxDssIiIiolbDBJlijhw5gvz8fOzYsQPJyclYsWIFLrzwwniHRURERNSqmCATAGD37t3Iy8vDoUOH0LVrV6xevRqDBw+Od1hERERErY5dLAhbtmzBRRddhEOHDqFfv37YsGEDk2MiIiLqtJggd3Jr1qzBj370IxQXF2Po0KFYv349evbsGe+wiIiIiOKGCXIntnTpUlx11VUIBAK4/PLLsXbtWmRmZsY7LCIiIqK4YoLcST377LOYMGECIpEIrrvuOrz77rtwu93xDouIiIgo7pggdzJCCDz22GP4xS9+ASEE7rzzTixZsgR2uz3eoRERERG1CUyQOxHDMDBjxgw88sgjAIBHHnkEzzzzDBRFiXNkRERERG0H27x1EpFIBJMnT8aSJUsgSRIWLlyIadOmxTssIiIiojaHCXInEAgEcN1112H16tWwWq14+eWXccMNN8Q7LCIiIqI2iQlyB1dcXIwxY8bgs88+Q0JCAt566y3k5eXFOywiIiKiNosJcgd26NAh5OfnY9euXUhNTcXKlSuRm5sb77CIiIiI2jQmyB3Uzp07kZeXh8OHD+OMM87A+++/j0GDBsU7LCIiIqI2j10sOqDNmzfjoosuwuHDhzFw4EBs3LiRyTERERFRAzFB7mBWr16Nyy67DCdOnEBubi7Wr1+PnJyceIdFRERE1G4wQe5A/vWvf+Hqq69GRUUF8vPz8eGHHyItLS3eYRERERG1K0yQO4iFCxfiZz/7GTRNw8SJE7F8+XK4XK54h0VERETU7jBBbueEEHj44Yfxy1/+EgAwbdo0/POf/4TNZotzZERERETtExPkdu7xxx/H448/DgB47LHHsHDhQsgyLysRERHR6WIm1c5NnjwZ3bt3x7PPPouHHnoIkiTFOyQiIiKidk0SQoh4B9ER+P1+JCUlwefzwePxtOpzV1RUICEhoVWfk4iIiKij4ghyB8DkmIiIiKj5MEEmIiIiIqqCCTIRERERURVMkImIiIiIqmCCTERERERUBRNkIiIiIqIqmCATEREREVXBBJmIiIiIqAomyEREREREVTBBJiIiIiKqggkyEREREVEVTJCJiIiIiKpggkxEREREVAUTZCIiIiKiKpggExERERFVwQSZiIiIiKgKJshERERERFUwQSYiIiIiqoIJMhERERFRFUyQiYiIiIiqYIJMRERERFRFh0uQT5w4gUmTJsHj8SA5ORlTp05FIBCod//p06djwIABcDqd6N69O2bMmAGfz9eKURMRERFRW9HhEuRJkyZhx44d+OCDD7BixQp88sknuOOOO+rcv6CgAAUFBViwYAG++uorvPjii1i1ahWmTp3ailETERERUVshCSFEvINoLjt37sSZZ56Jzz//HMOGDQMArFq1CldddRUOHz6Mrl27Nug8S5cuxY033ojy8nJYLJYGHeP3+5GUlASfzwePx3Par4GIiIiI4qtDjSBv2rQJycnJseQYAEaNGgVZlrF58+YGnyea5DY0OSYiIiKijqNDZYBerxeZmZnVtlksFqSmpsLr9TboHMXFxXjsscfqLcsAgHA4jHA4HPt7tGbZ7/c3MmoiIiIiak1utxuSJNX5eLtIkGfNmoX58+fXu8/OnTub/Dx+vx9jxozBmWeeiTlz5tS779y5c/Hoo4/W2J6Tk9PkOIiIiIio5ZyqJLZd1CAXFRXh+PHj9e7Tu3dv/POf/8S9996LkpKS2HZN0+BwOLB06VL8+Mc/rvP4srIy5OfnIyEhAStWrIDD4aj3+U4eQTYMAydOnEBaWlq9dyQtwe/3IycnB9999x3rnzsBXu/Oh9e88+E171x4vVtfhxhBzsjIQEZGxin3Gz58OEpLS7F161YMHToUAPDRRx/BMAzk5ubWeZzf70d+fj7sdjuWL19+yuQYAOx2O+x2e7VtycnJpzyuJXk8Hv5idSK83p0Pr3nnw2veufB6tx0dapLeoEGDMHr0aNx+++347LPPsGHDBkybNg033HBDrIPFkSNHMHDgQHz22WcAzOQ4Ly8P5eXlWLx4Mfx+P7xeL7xeL3Rdj+fLISIiIqI4aBcjyI3x6quvYtq0abj88sshyzKuvfZaLFy4MPa4qqrYvXs3KioqAABffPFFrMNF3759q51r//796NmzZ6vFTkRERETx1+ES5NTUVLz22mt1Pt6zZ09ULbu+9NJL0Q7KsOtlt9sxe/bsGiUf1DHxenc+vOadD69558Lr3fa0i0l6REREREStpUPVIBMRERERNRUTZCIiIiKiKpggExERERFVwQSZiIiIiKgKJsjt0IkTJzBp0iR4PB4kJydj6tSpCAQC9e4/ffp0DBgwAE6nE927d8eMGTPg8/laMWpqjL/97W/o2bMnHA4HcnNzY32767J06VIMHDgQDocDQ4YMwcqVK1spUmoujbnmixYtwsUXX4yUlBSkpKRg1KhRp/yMUNvT2N/zqCVLlkCSJIwfP75lA6Rm1djrXVpairvvvhtdunSB3W5H//79+f/2VsQEuR2aNGkSduzYgQ8++AArVqzAJ598gjvuuKPO/QsKClBQUIAFCxbgq6++wosvvohVq1Zh6tSprRg1NdTrr7+OmTNnYvbs2fjiiy9wzjnnID8/H8eOHat1/40bN2LixImYOnUq/ve//2H8+PEYP348vvrqq1aOnE5XY6/5unXrMHHiRKxduxabNm1CTk4O8vLycOTIkVaOnE5XY6951IEDB/DrX/8aF198cStFSs2hsdc7EongiiuuwIEDB/Dmm29i9+7dWLRoEbp169bKkXdigtqVr7/+WgAQn3/+eWzbe++9JyRJEkeOHGnwed544w1hs9mEqqotESY1wQUXXCDuvvvu2N91XRddu3YVc+fOrXX/n/70p2LMmDHVtuXm5oo777yzReOk5tPYa34yTdOE2+0WL730UkuFSM3sdK65pmlixIgR4vnnnxeTJ08W48aNa4VIqTk09no/88wzonfv3iISibRWiHQSjiC3M5s2bUJycjKGDRsW2zZq1CjIshxbEbAhfD4fPB4PLJYOt1ZMuxaJRLB161aMGjUqtk2WZYwaNQqbNm2q9ZhNmzZV2x8A8vPz69yf2pbTueYnq6iogKqqSE1NbakwqRmd7jX/7W9/i8zMTH77186czvVevnw5hg8fjrvvvhtZWVkYPHgwfv/730PX9dYKu9NjdtTOeL1eZGZmVttmsViQmpoKr9fboHMUFxfjscceq7csg+KjuLgYuq4jKyur2vasrCzs2rWr1mO8Xm+t+zf080DxdTrX/GT3338/unbtWuNGidqm07nm69evx+LFi7Ft27ZWiJCa0+lc73379uGjjz7CpEmTsHLlSuzZswd33XUXVFXF7NmzWyPsTo8jyG3ErFmzIElSvT8N/ceyPn6/H2PGjMGZZ56JOXPmND1wIoqrefPmYcmSJXjrrbfgcDjiHQ61gLKyMtx0001YtGgR0tPT4x0OtQLDMJCZmYm///3vGDp0KCZMmIDf/OY3ePbZZ+MdWqfBEeQ24t5778WUKVPq3ad3797Izs6uUdSvaRpOnDiB7Ozseo8vKyvD6NGj4Xa78dZbb8FqtTY1bGpm6enpUBQFhYWF1bYXFhbWeX2zs7MbtT+1LadzzaMWLFiAefPm4cMPP8TZZ5/dkmFSM2rsNd+7dy8OHDiAsWPHxrYZhgHA/AZx9+7d6NOnT8sGTaftdH7Hu3TpAqvVCkVRYtsGDRoEr9eLSCQCm83WojETR5DbjIyMDAwcOLDeH5vNhuHDh6O0tBRbt26NHfvRRx/BMAzk5ubWeX6/34+8vDzYbDYsX76cI01tlM1mw9ChQ7FmzZrYNsMwsGbNGgwfPrzWY4YPH15tfwD44IMP6tyf2pbTueYA8Ic//AGPPfYYVq1aVW1OArV9jb3mAwcOxJdffolt27bFfq655hr86Ec/wrZt25CTk9Oa4VMjnc7v+IUXXog9e/bEboQA4JtvvkGXLl2YHLeWeM8SpMYbPXq0OO+888TmzZvF+vXrRb9+/cTEiRNjjx8+fFgMGDBAbN68WQghhM/nE7m5uWLIkCFiz5494ujRo7EfTdPi9TKoDkuWLBF2u128+OKL4uuvvxZ33HGHSE5OFl6vVwghxE033SRmzZoV23/Dhg3CYrGIBQsWiJ07d4rZs2cLq9Uqvvzyy3i9BGqkxl7zefPmCZvNJt58881qv89lZWXxegnUSI295idjF4v2pbHX+9ChQ8Ltdotp06aJ3bt3ixUrVojMzEzx+OOPx+sldDpMkNuh48ePi4kTJwqXyyU8Ho+45ZZbqv3DuH//fgFArF27VgghxNq1awWAWn/2798fnxdB9frLX/4iunfvLmw2m7jgggvEp59+Gnts5MiRYvLkydX2f+ONN0T//v2FzWYTZ511lnj33XdbOWJqqsZc8x49etT6+zx79uzWD5xOW2N/z6tigtz+NPZ6b9y4UeTm5gq73S569+4tfve733FQqxVJQggRn7FrIiIiIqK2hzXIRERERERVMEEmIiIiIqqCCTIRERERURVMkImIiIiIqmCCTERERERUBRNkIiIiIqIqmCATEREREVXBBJmI2r2ePXtCkiSsW7cu3qF0aJdeeikkScKLL74Y71CIiFoUE2QianOmTJkCSZJO+XOqhHjbtm2YM2cOEzqqYc6cOZgzZw5KS0vjHQoRtUGWeAdARFQXq9WK1NTUOh+32WwAgD59+sDhcCAhIaHa49u2bcOjjz6KkSNHYsqUKS0ZaqfQvXt3DBgwAElJSfEOpckeffRRAObNWHJycnyDIaI2hwkyEbVZI0aMaFDZxJo1a1o+GMLLL78c7xCIiFoFSyyIiIiIiKpggkxE7V5tk/R69uyJW265BQDw8ccf11u/HN124MAB7N+/H1OmTEHXrl3hcDjQr18/zJ49G6FQqN4Y3nrrLVx99dXIysqCzWZDly5dcO2112L9+vV1HrN27Vr85Cc/QdeuXWGz2ZCSkoIBAwbghhtuwJIlS2rsX1hYiHvvvRdnnnkmEhIS4HQ60b17d4wcORJz585FcXFxo963vXv34o477kDfvn3hcDiQmJiIXr16IT8/H0899RQqKiqq7X+qSXpbtmzB2LFjkZqaCpfLhWHDhuH555+v99gXX3wRkiTh0ksvBWC+j5dccgmSkpLgdrtxySWX4L333qv1+XRdx7vvvovbbrsN5513HtLT02G329GjRw/cfPPN+PLLL2scM2fOHEiSFPt7r169qn0uqpbiNGRSYtXPTlXROvo5c+YgGAzi0UcfxVlnnYWEhIQaJR1+vx+//e1v8YMf/AAejwdOpxODBg3Cfffdh2PHjtX53ETUggQRURszefJkAUCMHDmyQfv36NFDABBr166NbRs2bJjweDwCgLBarSIrK6vaz4YNG2L7AhAAxH/+8x+RkpIiAAiPxyNkWY49NmbMmFqfOxwOiwkTJsT2ix4b/bMkSWLBggU1jnv66aerHeN2u4XD4Yj9PSsrq9r++/fvF9nZ2bHHrVarSE5OrnaO9957r0HvlxBCfP7558LlcsWOtdvt1eIGIHbu3FntmJEjRwoA4h//+EeN8y1btkxYLJbYsUlJSUJRFAFATJ8+vc5j//GPf8Su9ezZswUAoShKjffw9ddfr/GcX375ZbV9kpOTq72HdrtdLF++vNoxTzzxhMjKyortk56eXu1zMWPGjAa93qjoefbv319te/QzfN9994mhQ4cKAMJmswmPxyOSkpJi+3311VfijDPOiJ3HZrMJp9MZ+3uXLl3EV199VefzE1HLYIJMRG1OcyTIQlRPvuoTTUaSk5NFXl6e2LVrlxBCiPLycvHEE08ISZIEAPHOO+/UOHb69OkCgBg0aJB4++23RUVFhRBCiJKSEjF37lxhs9mEJEli3bp1sWMCgYBITEwUAMQDDzwgioqKYo8dO3ZMvPnmm+LWW2+t9jxTpkwRAERubq744osvYtvLy8vF559/Ln71q1+JjRs3Nuj9EkKISy+9VAAQV199tdi9e3dsu8/nE5988om4/fbbayR9dSWMR48ejSW0l19+udi7d2/sdf7ud78TkiSJpKSkehPkpKQkYbFYxPz584Xf7xdCCHHw4EFx2WWXCQAiOztbqKpa7djdu3eL2267TaxZs0YEAgEhhBCGYYg9e/bE3q+UlBTh8/lqvP66EtuGvN6GnCf6GXa5XCI1NVW8+eabsfi//fZbIYT5GenevbsAIG666Sbx9ddfC13XhWEYYseOHeLKK68UAMSAAQNqvHYiallMkImozYkmF7WN/EZ/Hn744dj+zZUg9+rVS4RCoRqPjxs3TgAQkydPrrZ99+7dQpIk0bVrV+H1ems99/z58wUAceWVV8a2bd68WQAQAwcOrP+NqGLQoEECgPj0008bfEx9oqOUdcVdm7oSxgceeEAAED169BDl5eU1jrvnnnti73FdCTIA8Zvf/KbGsV6vV9jt9lqv76nk5eUJAOL555+v8VhrJcgAxIcffljrsQ8++KAAIKZOnVrr4+FwWJxzzjkCQK0j6ETUcliDTERtlqqqKCwsrPXH7/c3+/Pdd999sNvtNbaPHTsWALBjx45q219++WUIIXDjjTciKyur1nP+7Gc/AwCsW7cOuq4DADweDwDA5/PVqPOtS/SYo0ePNmj/1jzf22+/DQC46667arTaA4CZM2dWq/utjdVqxf33319je1ZWFs4//3wANd//U7nyyisBAJ9++mmjjmtO55xzDi6//PJaH3vppZcAAPfee2+tj9tsNlx33XUA2KmFqLWxzRsRtVkjR45s1dXxzj777Fq3d+vWDQBqLCqxadMmAMBzzz0XS3bqEgwGcfz4cWRmZqJv377o06cP9u7di+HDh+Puu+/GFVdcgV69etV5/OjRo7F582bcfPPNuOuuuzB+/HgMHToUVqu1Ea+w+vleeukl5OfnY/r06bj66qtx9tlnQ5YbN24SDoexa9cuAMCFF15Y6z5nnHEGevToUWMiW1U9e/aE2+2u9bG63n8ACAQC+Otf/4p33nkHu3btgs/ni92IRDXXTcXp+OEPf1jr9u+++w5HjhwBAPzoRz+q8/hgMBjbn4haDxNkIqJKXbt2rXW7w+EAYI5oVxVNvHw+H3w+3ynPHx0ttlgsePXVV/HjH/8Y//d//4c777wTANClSxfk5eXh1ltvxSWXXFLt2FmzZmHLli149913MX/+fMyfPx8OhwMjRozAT3/6U0yePDkWZ0MsWLAAu3btwubNm/Hwww/j4YcfhtvtxsiRIzFx4kRMmDABiqKc8jwlJSUwDCMWf12ys7PrTZDreu+But//I0eO4JJLLsG+ffti29xuN5xOJyRJQjAYhN/vR3l5+SlfR0vJyMiodXvVpL2wsPCU52noNw1E1DxYYkFEdJqiieGiRYsgzDkd9f707Nkzdmxubi727NmDl19+GZMmTUL37t1x9OhRvPTSSxg5ciTuuuuuas/lcDiwYsUKbNiwAffeey/OP/98aJqGjz76CD//+c8xZMgQFBQUNDj29PR0bNq0CatWrcLdd9+Ns88+G4FAACtWrMCkSZMwfPjwuCaWDfGrX/0K+/btQ05ODpYvXw6/3w+/34/CwkJ4vV48+eSTAAAhRNxirOsmI/rZAczE/1Sfndb8JoWImCATEZ22aN3xoUOHTuv4hIQE3HTTTfjnP/+JgwcPYteuXfjFL34BAHjmmWewevXqGseMGDECCxYswGeffYbi4mIsXrwYaWlp2LNnT521rHWRJAn5+fn461//iu3bt6OwsBBPPvkknE4nPv/8czz++OOnPEdKSkqsLKO+Ugav19uo2E4lEongnXfeAWDWgo8dO7ZGiUZTewhbLOaXrHX1wG7ItwZ1qVqzfrqfHyJqOUyQiajDiiZuLTWCGK0vrWshi8YaMGAAnn76aVx00UUAzAVO6pOUlIRbb70V8+fPb9D+p5KRkYF77rknlmg35Hx2ux0DBw4EAGzcuLHWfY4cOYKDBw82KbaTFRcXIxwOAwCGDRtW6z5r166t8/jopMH6PhvRBT2itcIn27JlS0NCrVWvXr1iSXJzfX6IqPkwQSaiDivaqaG2yV3NYfLkyZAkCVu2bMGrr75a774lJSWxP0cikXr3dTqdAKqPXNZ3TG3718cwDGia1mznu+aaawCYo97RSWVV/elPf2r2mxS32x1Lcnfv3l3j8f/+97/48MMP6zy+IZ+NIUOGAEBspPpkTzzxREPDrdXkyZMBAL///e/rHe3WNA2BQKBJz0VEjcMEmYg6rLPOOgsA8PXXX2Pz5s3Nfv4zzzwTM2bMAGAuLfzoo49WKyUoKSnB22+/jXHjxmHmzJmx7StXrsSIESOwePHiat0JysrK8MQTT8QSu/z8/NhjQ4YMwUMPPYStW7fGklvDMPDxxx/jwQcfrLF/ffx+P/r164e5c+dix44dsXpYTdOwfPlyLFiwoFHnmzFjBtxuN/bv349x48Zh//79AMyJZfPnz8eTTz6JpKSkBp2rodxud6z92+233x5rAaeqKpYsWYJx48YhJSWlzuOjn42XX365RteLqGuvvRaSJGH79u249957Y60FDx8+jBtvvBGfffZZk17DrFmz0KtXLxQUFGDEiBF4++23Y6PiALBnzx489dRTGDRoUJNGq4noNLRm02UiooZorpX0hBDikksuiS3YkJqaKnr06CF69OghNm3aFNsHp1g0Yu3atbGFME6mqqq47bbbqi3RnJycXGPZ5ilTpsSOeeutt6o9lpCQUGPZ6DvvvLPa80RXogMgLBaLSEtLq7a0c+/evcXhw4cb9H6VlJRUey6r1SpSU1OrLa09bNiw2Ip2UfUtnPHvf/87trR09D2IxnfPPffErsNrr71W7biGLOYS/TzMnj272vZPPvlE2Gy22HO6XK7Y38866yzx1FNP1XnuF154IXacw+EQ3bt3Fz169BD33ntvtf2iKyWiynLW0WNWrVp1yoVCTo75ZLt37xb9+/evcW2ji6NEf6quxEhELY8jyETUof3nP//BXXfdhV69eiEQCODgwYM4ePBgg8sHTsVisWDRokVYt24dJk6ciJycHFRUVCASiaBPnz647rrr8MILL+Avf/lL7JjLLrsMr7zyCm6++WYMHjwYDocDgUAAWVlZGDNmDJYtW4Znn3222vMsW7YMs2bNwogRI5CdnQ2/3w+n04mhQ4fisccew7Zt22L9gk/F4/FgxYoV+OUvf4nzzz8faWlp8Pv98Hg8GDFiBP785z9jw4YNdfYlrs1PfvITbNy4EWPGjEFycjJUVcU555yDf/zjH3jyySdjo6/Rut7mcPHFF+O///0vrrzySng8Hmiahl69euHBBx/Ep59+Wu+o9S233IJFixbhggsugMViwXfffYeDBw+iuLi42n5//vOfsXDhQgwePBg2mw2KomD8+PHYtGlTg0fY69O/f39s374dCxcuxCWXXAKPx4PS0lI4HA784Ac/wPTp07Fu3TqMHDmyyc9FRA0nCRHH/jdERNThBYNBpKamIhQKYd++ffUuiEJE1BZwBJmIiFrU008/jVAohD59+jA5JqJ2gSvpERFRkz377LMIBAK4/vrrkZOTA1mWUVxcjL///e+YPXs2AHNhDyKi9oAlFkRE1GSzZs2K9WO22WxITExEaWlprL3b9ddfjyVLlsR6UxMRtWUcQSYioib72c9+hlAohI8//hhHjhxBSUkJ0tLScO6552LKlCmYOHEik2Miajc4gkxEREREVAVv54mIiIiIqmCCTERERERUBRNkIiIiIqIqmCATEREREVXBBJmIiIiIqAomyEREREREVTBBJiIiIiKqggkyEREREVEVTJCJiIiIiKr4f9z+lHnwSDFTAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from scipy.stats import spearmanr\n", "sigscores = pd.read_csv(\"/data/liangzhen/wangk_DianYang_tumor/data_for_modulescore/fitness_signature_scores.tsv\", sep='\\t', index_col = 0)\n", "kii = np.intersect1d(sigscores.index, adata_paper.obs_names)\n", "adata_paper.obs['FitnessSignature'] = np.nan\n", "adata_paper.obs.loc[kii, 'FitnessSignature'] = sigscores.loc[kii, 'FitnessSignature_NT']\n", "\n", "\n", "x =adata_paper.obs['FitnessSignature'][[i.replace('x', '-1') for i in adata.obs_names]]\n", "y = pseudotime.loc[adata.obs_names]['pseudotime']\n", "x[np.isnan(x)] = np.mean(x[~np.isnan(x)])\n", "\n", "a, b = np.polyfit(x, y, deg=1)\n", "y_est = a * np.linspace(-0.2,0.7,60) + b\n", "\n", "fig, ax = plt.subplots(figsize=(8, 8))\n", "ax.scatter(x, y, alpha=0.4, s=70)\n", "ax.plot(np.linspace(-0.2,0.7,60), y_est, '-', c='k')\n", "ax.set_xlabel('Fitness signature', fontsize=17)\n", "ax.set_ylabel('CellDancer pseudotime', fontsize=17)\n", "# ax.text(50, 0.9, 'spearmanr={:.2g}\\np_val={:.2g}'.format(*spearmanr(x, y)), fontsize=15)\n", "rho, pval = spearmanr(x, y)\n", "ax.text(-0.2, 0.95, r\"Spearman's $\\rho$={:.2g}\".format(rho), fontsize=15)\n", "ax.text(-0.2, 0.85, r'$p={}\\times 10^{}$'.format(*r'{:.2e}'.format(pval).split('e')).replace('^', '^{').replace('$', '}$')[1:], fontsize=15)\n", "\n", "ax.spines['right'].set_visible(False)\n", "ax.spines['top'].set_visible(False)" ] }, { "cell_type": "code", "execution_count": null, "id": "858544ca-c24e-46bb-9a0d-e750c8b07872", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "1f352844-cb0d-4b17-93a7-af4ed7b12362", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.12" } }, "nbformat": 4, "nbformat_minor": 5 }