{ "cells": [ { "cell_type": "markdown", "id": "705fcdd5", "metadata": {}, "source": [ "## **Tutorial 1: Data integration Using Harmony**" ] }, { "cell_type": "markdown", "id": "50bb284b", "metadata": {}, "source": [ "### Import Packages and load datasets" ] }, { "cell_type": "code", "execution_count": 1, "id": "00ef7a48", "metadata": {}, "outputs": [], "source": [ "import os\n", "import sys" ] }, { "cell_type": "code", "execution_count": 2, "id": "a7b5bbc2", "metadata": {}, "outputs": [], "source": [ "sys.path.append(os.getcwd())" ] }, { "cell_type": "code", "execution_count": 3, "id": "2fc0907a", "metadata": {}, "outputs": [], "source": [ "import stereoAlign\n", "import scanpy as sc\n", "import numpy as np\n", "from anndata import AnnData" ] }, { "cell_type": "code", "execution_count": 4, "id": "975dbbb2", "metadata": { "scrolled": true }, "outputs": [], "source": [ "dataset = AnnData.concatenate(*[sc.read_h5ad(os.path.join(\"demo_data\", f)) for f in sorted(os.listdir(\"demo_data/\"))])" ] }, { "cell_type": "markdown", "id": "b36cf633", "metadata": {}, "source": [ "### Preprocessing datasets" ] }, { "cell_type": "code", "execution_count": 5, "id": "36eeb354", "metadata": { "scrolled": true }, "outputs": [], "source": [ "stereoAlign.pp.summarize_counts(dataset)" ] }, { "cell_type": "code", "execution_count": 6, "id": "34eeebdd", "metadata": {}, "outputs": [], "source": [ "stereoAlign.pp.norma_log(dataset)" ] }, { "cell_type": "markdown", "id": "578433e5", "metadata": {}, "source": [ "### Optional: \n", "Scaling counts to a mean of 0 and standard deviation of 1 using ``scanpy.pp.scale`` for each batch separately. It is possible to effectively alleviate the impact of minor batch effects." ] }, { "cell_type": "code", "execution_count": 7, "id": "59346457", "metadata": {}, "outputs": [], "source": [ "dataset = stereoAlign.pp.scale_batch(dataset, batch=\"batch\")" ] }, { "cell_type": "markdown", "id": "74d3c084", "metadata": {}, "source": [ "### Visualization original dataset \n", "Before proceeding with the integration process, it is essential to visualize the original dataset in its unadulterated form. This visualization serves as a valuable reference point for understanding the inherent characteristics and structure of the data." ] }, { "cell_type": "code", "execution_count": 8, "id": "b90eec7c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "PCA\n", "Nearest Neigbours\n", "UMAP\n" ] } ], "source": [ "stereoAlign.pp.reduce_data(dataset, pca=True, pca_comps=100, neighbors=True, use_rep=\"X_pca\", umap=True)" ] }, { "cell_type": "code", "execution_count": 9, "id": "e2be46c5", "metadata": {}, "outputs": [], "source": [ "sc.tl.leiden(dataset)" ] }, { "cell_type": "code", "execution_count": 10, "id": "3ceaa5d9", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pl.umap(dataset, color=[\"batch\", \"leiden\", \"celltype\"])" ] }, { "cell_type": "markdown", "id": "47e12e7b", "metadata": {}, "source": [ "### Calculation metric score using original datasets" ] }, { "cell_type": "code", "execution_count": 11, "id": "ec3cc5dc", "metadata": {}, "outputs": [], "source": [ "stat_mean, pvalue_mean, accept_rate = stereoAlign.metrics.kbet(\n", " dataset, \n", " key=\"batch\", \n", " use_rep=\"X_umap\", \n", " alpha=0.1,\n", " n_neighbors=15)" ] }, { "cell_type": "code", "execution_count": 12, "id": "4b488bbd", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(17.30697483381354, 0.08259827579077056, 0.1910868868226996)" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stat_mean, pvalue_mean, accept_rate" ] }, { "cell_type": "code", "execution_count": 13, "id": "ccecde4c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.9896508327875588" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stereoAlign.metrics.graph_connectivity(dataset, label_key=\"celltype\")" ] }, { "cell_type": "code", "execution_count": 14, "id": "bf60004f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.5907675176858902" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stereoAlign.metrics.silhouette(dataset, label_key=\"celltype\", embed=\"X_umap\")" ] }, { "cell_type": "markdown", "id": "9a5d69bc", "metadata": {}, "source": [ "### Using ``Harmony`` to integration datasets \n", "The corrected feature matrix will be saved in ``*.obsm[\"aligned_harmony\"]``" ] }, { "cell_type": "code", "execution_count": 15, "id": "6067ca68", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\tInitialization is completed.\n", "\tCompleted 1 / 10 iteration(s).\n", "\tCompleted 2 / 10 iteration(s).\n", "\tCompleted 3 / 10 iteration(s).\n", "\tCompleted 4 / 10 iteration(s).\n", "\tCompleted 5 / 10 iteration(s).\n", "\tCompleted 6 / 10 iteration(s).\n", "\tCompleted 7 / 10 iteration(s).\n", "\tCompleted 8 / 10 iteration(s).\n", "\tCompleted 9 / 10 iteration(s).\n", "\tCompleted 10 / 10 iteration(s).\n" ] } ], "source": [ "harmony_dataset = dataset.copy()\n", "harmony_corrected = stereoAlign.alg.harmony_alignment(harmony_dataset, batch_key=\"batch\")" ] }, { "cell_type": "code", "execution_count": 16, "id": "b32c2fdc", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 3119 × 20341\n", " obs: 'celltype', 'batch', 'n_counts', 'log_counts', 'n_genes', 'leiden'\n", " var: 'n_cells', 'mean-0', 'std-0', 'mean-1', 'std-1', 'mean-2', 'std-2'\n", " uns: 'pca', 'neighbors', 'umap', 'leiden', 'batch_colors', 'leiden_colors', 'celltype_colors'\n", " obsm: 'spatial', 'X_pca', 'X_umap', 'X_umap_knn_connectivity', 'X_umap_knn_distances', 'aligned_harmony'\n", " obsp: 'distances', 'connectivities'" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "harmony_corrected" ] }, { "cell_type": "markdown", "id": "f069916d", "metadata": {}, "source": [ "### Visualization of integrated datasets" ] }, { "cell_type": "code", "execution_count": 17, "id": "7540a8e8", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Nearest Neigbours\n", "UMAP\n" ] } ], "source": [ "stereoAlign.pp.reduce_data(\n", " harmony_corrected, pca=False, pca_comps=100, neighbors=True, use_rep=\"aligned_harmony\", umap=True)" ] }, { "cell_type": "code", "execution_count": 18, "id": "d8a4950d", "metadata": {}, "outputs": [], "source": [ "sc.tl.leiden(harmony_corrected)" ] }, { "cell_type": "code", "execution_count": 19, "id": "ad595aa9", "metadata": {}, "outputs": [ { "data": { "image/png": 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FUMBMyDaaSwZeQq+4XuF1gVCAnU07sXu//f4kSZIkSb8mOeL1Z7Rqf3P473kF1QzsXcHbe95mWuYUzhl0OhscFdT2GEG+q5YdzTu6bZvhbOXMwRdwUfUi7AEHKjDM7+CuuJ28UHME14feJjFYAT7tB8ZYt4dXY0J4hAAhQMDUiGv5v5it+PeeyMefTiFp5GVM8gse3fkKc9oKUAMRXN/3RS6bMPQXvCqSJEnS4eTp6MDrdADayNeq3TvZvmQRAEfMvoCdK5YQm5RCRGwcQghU9aCHdALiE/OJMhvp8JQBXeuiI3OwOypQ1QBF+99H5dBq1ABC6BnS7xJ273+XzTueJifjKFKTR1Bdt4bSys9R1SAWcwKTxjyAohh/tusgSZIk/bzWFnf1bd7ZWEmby8/CnXWcMiyDqX2TaHL4SIk2kRtvpcHu7bat2x/k4gl5vLOxAo+/K2XAsNjpbGu14Ggax4qQlYHp2sO7gKMv+phtQIgDz/Mu6Hsp2/cM4dUFDVQ2Pse5w8fR3JzO83vupsS5EYHg6aOeZkrWlJ/5SkiSJEnSDye6dcAOk5EjR6qbN28+7Pv9vdlda2PWc2vwB1VuPDqf95suwu6zI1R4tqmNq5PjADgu+0zq2kOYLM3MjEohfvXTTHJ7IGcCXLSI1so17H33NEa4XRhHXQb506l8/2zmRkcyyuNluD+aKF8jHYpgUfqZFPeKpUfhAs6xtYHPwRNxMbwWGwPAS/VNvBgbxVazGYBgzV+Yf8n59E6J+tWukyT9WQghtqiqOvLXPo4/Enm/0bx9103Ul+wjIi6eAZOOYuMnH4bXGS1WfG4XJmsEvcdNorF0Pz1GjGL7ks9x2doBOO+fT5Oc24PVG+/D7qhAr7cwZdw/WbPp/3B7mrT9GGPx+drD++3T8wyq61bhdNVh0EfgDzjD6775GiA7fTID+17w810ESZLC5P3m8JL3Gs2CHbVc9+5WQio8ePJA7p6/C1XV8riaDLpwQPX8sTnsqGknLcaMxaDw0dZaAM4Ymckjpw3h3Q0V3PnxLgDuOa4fik5w32e7AW06psHgw+s3IBQHx45uRLHU8vX2OHSuYbS7/Zgz3sIQvQudULAX34A15yV0eu0BZIwxhvknzSdR5hqXpJ+dvNdI0g8jR7z+jOZs2E1QX0WELoEO16NE6YzYgfRAAJ/aVeRk0e5iPK54TMkr2NIgeFcfCXih/0kAxGdPYNw5n0FrKQw4GRQDt/UcRKGvhXeiVd73pjKvegRNwRjaY//CXXXPENVUBUAQQYeuK6NEh4Br22zcEx9BuXsIXns2r6wq45HTBv+CV0aSJEk6XJqrKmgo04qMxKSkUrZtS7f1Prcr/N+dyz4HoKGsGEuUlns8KbcHcekZAIwZdisNzQXERvfEaIgkL2sau/e/o23va8dsjMfjayXCkoKiM+F01QMcEmQNBruPdAKorP2Kfvlny1GvkiRJv1Nvra8gpEKMWc9n2+uINumxeQKo0G0U61sbtHbbqmwYFIHVqCMQhOn9UwE4e0wOmfFWnN4AxwzQlj20qAhfMEQIGJhtZGfrOoyWBnqlDWJNwQzsLQ7AD6gIxQNASA0idD68DcdjTlmA0Duw+WzM3z+fSwdf+steHEmSJEn6DjLw+jOobXfxzy13s9y2lIgeEOtTeK9Nm6KphATZfh9Vej2XGXrRmjuMD5b0RRc/HwAfKmVBJzUjn+el7XmcolRxRq5XK8jV9zhQDNjcfkqdUWBoQQFi9SoXK9q00pe32YjSa38HhJ5HvacwsrmQlYE0qkMplET7qYmqpDZQi15U4tX5WLijlpnDFcpdm5icNZm8mLxf47JJkiRJP4LX5aJ6zw4+eexB1JDW4a0t2n1oQ6FjwKQj8TgclGzZEF7s7rCT2X8QJquVxS8+zVEX/YXSgo1YY2KJTEsDoN1eGm5vMsbh8WkFuJzuBnbvfzO8zqCPxB9whF+H1ACx0b1wOKsJBD3h5fvLPsFqSUavmEhPHXt4LoQkSZL0swmFVCpanVz7zlZ2dRbNsnkCrCs9tFbE+J4JZMVZeX9zVXiZP6jiD6pcMjGXV1eXoVcE8RFGKlpcnDg0HSEEVR1VBIUDsCKA1nYrvrZx+Nr9vLBsGwGbdn8x6oOoMUvwtw9BZ6pBKG4G92jHq9RQfdA96O2it+mX0I/i9mJm5s0kyZr0s14jSZIkSfo+MvB6ODma+NcXhRQWv8CmtN3avBvAoe/KixfUqayzWllntfJXcwKb2vcT0XMhQ32JBAIK2S4bU5weajfeR2zgTLZWujg96kOEuw02vgzXbGJLRStN5bMxxBTQI24wpqjPeSs6iv5eHxGBrg7uRzEXcpXjY2ICLXQ4/fwjo4QXdEFSPQHQ69EZm1FMtTjdedy+9kpcwTZeL3yd5WcsRydk3TVJkqTfomAgQEnBRj5/5jECPt9/30ANkZzXk1XvzsEUGYUAPA6tRHT17p3hZi01VTSVa4HWU+/+P3IHD6PdVhJen9/jRHYVvfGtbxEfm09D89Zuy9rtxYe0q6xZSSDYWd1aCNJTxvz345ckSZJ+FXU2Nze+t431pa0/qH2f1ChW7W/GalKw6BXsHj++oJbW7tXV5QAU1trwBkJ4AyGWFzXy2oWj+Lr6a0zZrxLoGMCMAZns2dcXQ/w6gs4eqCFzeP9jB9ewZtvRBEN6dJZaTPHrKFHfRPXDQXUdaXY3c+3ya/GH/CypWMJbM986bNdEkiRJkn4sGXg9XKo3w+vHc0XQy03JCYAF0Cpw5qoTyGjdzpoYFwGhA52WZuAh5xYCHdrf65RKzrR3MNudhUm0kifqedzwIlbhRe3so+LSniwPz46jR1wa5S1Hct5Rg7mnZTUrPXEo6DjNeBI3t7opUdxcPHwqMYteBUAfZQedNr0z3R/AJQR9fH7s5nJKE0twBRwgwO51EVJDMvAqSZL0GzXvgb9SdVDA9ACh04VHvn7TmvfeJOD1EPBqD+eM1gh8ru7pAQ4EXUEbDQuQmT6RfaUfExeTj9kYF14fGZEB6HA4a4iKSEd3UPoAIRRUtXshLkVnJhjyEn4iCXhl9WlJkqTfrEU767jmnQJC31IOJD3WRG37oSll3ttUhcunff87vdp/o0wKHd6ue4Ld05VurdWpPTycmDGRlNhXcEZs4Owh5/B/zgcxO8owCDOj405lQ+0chMHGMfl38XWB9uAw3mLhwF0s5EtCp+8g6OqFKaKGCHMQe2cB4npn/U++FpIkSZL0U8jA60+wvrSFa94pIM5q5I7oxUwNuFkYFck6qxZ0zfSbGZ36Ly4dP5KbP9jOIASnD0/jwa034hD7CYQCmBUrnqCWf6/CoMeaczRtBRXEYcOoACEQQgcDT4ORFwMQazWy9KbJ+DxOTIpg4XLtR0uQEObGv7K4s5DWhy1zOfGEJ6FoEb2yTienZhlJrvXc29xKhBrilIw02lIXh88n6EkiwX8Wel3XP4s2p4+1JS2MzosnKcr0C1xVSZIk6WDBgJ/5j/6D2r17yB8z/luDrgmZ2cy65W52rVxK2dbNDD32BPavX0359gJtH8HugVCj2YI1Kpr2hjoUvYFgwA9AWu++5A0dQd9xRwDQK/cEcrOOIRTy0dq2N7y909WA2pmrvMNZTe8ep6CGApiMMbg9rbTZS/D7O7rOIaQFfAOd9zuAqMjMbsfU3FqITmcgPrb3/3ytJEmSpP/dJ9tquGf+LvKTI/H4Q4cEXc16HddNzWdifiJ/nb+LrHgrE3olcO+nu/EGQrh8QYyKCI9yBThuSDpzN2qpBwSgAtFmPTMGpnHZpB4A5ETnsOz0Zdg8Xix6I96Qdq8IqAFWlBZijNXS6Ox2fslN0y5kR3U7Q/sewWdVRTS7m2lvnIbqT8Sa+zxBXQD7QZNBcqNzu51DnaOOHc07mJgxkQhDxGG9fpIkSZL0bWTg9cdq2geKAeLzeHdjJc0OH15HO8ubneTqU8g0mtEBIVTOH3ctp/cbzzt73uG4iSqz+83GoDPw+qZz2RN4GTUYga9tNhdML6OiehXX9RhH6oRb4ehroaMOvbMZ1/rXcPSYSfLYM6FzJJPdZ2d94bsMXfwASQE/mUm3ske1cof7S16M7PoBEWuKhREX4hl8HmfdvwS3/wRGRYwhR7mbLSJAm6J0OzXF3ESfzO5PhU97cS0lTU6sRoU1dxxFnFUWRZEkSfq5eV1OWmurScnrRWNZKeWdBbMKVy4FQDEYMFqsuO02opOSueCx56jduwdUlZnX3Exidi7W6JiuwKvPx5iTz6Bq9y6MJjNHXnQFcWnpNFWUYYmKZv1H7+F1Oph6yVVYoqLCI2db2vZSVPIBNnspMdE9MRqiEEKH12cLH6sQOmKic0hJGsrufe/Q2LINgLiYXrTZDk03EN4mKjv8urLmK3bt1dIY9Mw5jj49Tz28F1SSJEn6VoW1NhIjTaREm3ltTTkdngAFle3h9WnRZursHgTw/DnDGdMjgVdXl3H26GzOGq19jz/25T68AS3a2TPZyoC0OArrbJw1KosLxudx49G9cXoD7Kq1M39rDacOz+C4wemEOiO7ja5G5hR8xUtf6ogwRJLdL4N4U4C6khMwZszpOpaINK6ZmE+lvZLjP74EFZVesb3wJ6/G48hB6LpG0x7QO67rYZ7T7+T0z07H5rORZEniy9O+xKAz/AxXVZIkSZK6yMDrj1H4MfvmX8ZNKUlUGYzk6c5CrxvCa/rHGKUrAqBHC8yd9AyOlH6MSh3FG4Vv8NjmxwD4z9aF9E9Nom/OKLYsuxYAVS/oo7Mw2K8nPzoXdApY48Eaz5aKVs7adToxO+ycu/YBrnc+iUjqw5UZaexoLSIlMYLPq2rJrNxMfeAcjje/yyZ9DDWGSOKMMdw37j5oLUW/+Q0mCitLGEixmgHXbWfYW6dwWkcNu4wGYoJBNnSO0u2RpI1qfX9zFSuLGilv0Z44u4PtvL52HzcePfAXvuiSJEl/Ln6flzdvvx5bo/YgzBwZRUxyavg1QNDvJ2VAL4ZOn0l6734EvF4++L+7CQb8bPx0HnlDRmCOjMRoseJza9/jqgp6o4GI+DisMTEIIUjO1UYbNZWXUle8l/2b1xMVl4CjrYWJV5xEo/+r8Hva7CV8m/wep2AyxlBevYx2e3l4eXbGUSTGDaCkYiEhtXtnWKczoNMZcLmb2Vf6EU5X17mVVS2VgVdJkqRfwPMri3nkC202g07A4MzYQ9q0OH08ccYQeiZHMjgzljvm7WDuJm0E6yurSslOiGBETiyLdzcC4PWrRJr1xFkN5CZGApASreVp3VljY3lRI8uLGnlmeTH7GjoYnx9LbeTfaHI3YkjPpr3iKtw1BvSRfnwdfVHcWeitFWRFZXH10KvZUd3O+wUNhDwZCHM1ilD4YNY7XD5nHY2OehRrKULXNcsjKzpLO9adr7CjaQe2zgeHTe4mllYsZUbejJ/n4kqSJElSJxl4/RFClRu5KC0Zu6LlANjv+ZJ/nnoeIxbXQWeaIwGsX76HU644G+ieV6g5sIdVNXtQ1dUg/k5eQjyjh23mrkJtlM+Di2/ihNwjoK0cSpZR4p/AHOUBxhl309Aei9D5oH4nlaZ20AmaFAWHJZ5kl5OewRo2976Ju+re57jsoyjuNZxXd73KxVs+Jr5+Fy/r4J/KmbzkmkV9MIrWExdyQ+0X3LjlPjZYjaRbenBC/jQuHngxdTY3t8/bgapClFmPx7waU+onzGuM5xzX+yRbk3/R6y5JkvRn4mpv7xZk9Tg6sMbEMmTaTLYvWRReXrlrO/0nHYUlKhq/10Mw2BncVFXKtm0Ot9Pp9fSfPJXNn80j1JlywBody5iTz6Tg80+Iik+krljreIf8/vB71zWtR4kN7wWD3oo/4MBqTkJRTIRCAfKyZ+BwVrFn/1zKq5d2O48ORxV52dNJSOjPtl0v4/G2ADrSUkaRk3EkimJkT/F7NDRt6dxCAYKEQl7KqpaQlzXtMF1RSZIk6dusK2kJ/x1SYVtVO69cMJzL5hSgdmYL8AVDvLW+kncvHwtAdZs7vE1xk5Pipq584YMyYkiIMPL62nIAtlRsZs/9x7JkTwOFNTYqWrrSzRTVa+loVhfXEtW7CQToTC0kROpw+FJRdEVMH6Jje8UVHNc7QHJiA89ufY6XF+TQ4dIBV2POmEOFvoweiVZeuDibJWWTebWwGBXIj83n+J7Hc3rv09lUv4mnCp4CIM4UR5u3DYBntz7LlKwpWPSWw31pJUmSJClMBl5/BHXMZYQ+XRB+bbD15bilU9F5tSenrWokS4Mj2Nyk0P+l8xhz2s1cNugy3tszHz+OcLVNNWABVY83aGNp7bvh/dmMZgj54a1TIODh1LiPURSt2Em0zokqFERMJg80NvBedBTTRBRxPicni5Ucl1LFs4nvctaOYVi9ZShtjwLQqFd4BC0gfJ6ylLmm0/j3qlJeXV1GQrQeX4ZWRKvWXYov5MNqsNLk7yAyugKvvpg+MUdjTShiq0PF5m9hZ/NOpmZP/fkvtiRJ0p9UTHIK6b37UruvKLws4Pd3C7oChAIBFj39KPbGBkafdDq9x0xg3/rVh+wvFAjQVlMdDroCRMTG8fVbr7Fj2RcARCUk0dHSBIDBbCbo92OJjcLX+VQxPrYPre17AMjLmUlR8VyCQS97Sz/A73dwcNGsA4ROz1fr7iQQ9BAdmd0ZeA3R1LKDAb3PIRQKIMLbCfKyplNW9TkAjU1bZeBVkiTpZ3bxhFxW7W8Ov9YJuO7d7eGg6wFbKts47cW1PHXWMO45rh8znl51SBsAnQ6+2t8Ufh1p0rOvsYO/vLUFVYUB6dHd3iukQn5iMmV1p2KI2kUP03R2O0OojnGMiJ9OXMZCXL5FfN4QiaPaAYAafTS4jgYEvtbxpGa6uWPVHSyuWEx6RDoq2oHtb99PlDEKvU6vFQ5GR4gQE9InsKZ2DW3eNio7KqnuqCY/Lv/wXVRJkiRJ+gZZuv5HUOJ78MLMNzm7z2zOz32IDwYMxuzuGpX0dXAQnwbH8pThWcbYPsf//nmECLH67GXEGBPC7QL2IQgUbNH/xhfS8iHpVZXYlMHgtXOgA6vojTD0XIJ6M0reJMSxD8Jf1jCp53E859Jz0sjrtNQEgNFgZFetVr3T4+vK3WqNywv/nWBWmX/VBLZVtQPQ5qsn2hAfXr+9dDHeZ8ZheCEXXeqLmJKX4Dc+yBXFX5MUDDIqYSBj08Ye3osqSZIkHeK0e/7B2FPPZvC0mUy95EqcbS3f2Xb13DnsWrGEmdfezMgTTjlkvWIwUFNU2G1Z7pDh3QKxw2acgCkiEmtsHMOPO4mz7n+EQYNnYzbFkZwwBKslKdw24HcSDGoBWTWkjbJVvpEjr0/PM4iKyCAQ1IpqeTurSwMEAm527nmdL1ZeTn3TgZG5KmVVX3buy0hu9vT/dokkSZKkn+jIvim8cv5IzhmTzbVH9eLkYRm4fMFvbbuj2sYtH2wnJdrMV7dMwaTv3o0UwPYqW7eA7OTeibQ4uipdpUSZOKJXIia9jmMGpPLgyQOZd+V4RiceQ7zjSs4femy4bYTRyu4WraiWw+8IL89NiA3/nW7tyX+O/Q9bGrSZE7XOWqx6a3j9R/s+Ysp7U7h08aWE0HKXf13zNW3eNgSCqdlT6RHT48ddNEmSJEn6keSI1x9j838YuvFlhg46HSYfD20VNG14hCWRfpoVI5fa13Oish6dUOkQgrPijVS+fyTXD7+eD0+cy21f3YZO6Jna/2pairbyaqhC26+qEhCCv3mKOfbFI9APOhMaCsFnB087SsCDUrYMypaxcNlKXo6+hhcvfY60GAsk94fSlTD4DG72xOP0BuiRlMX0Ef2odlZxqt0OO5cDYA45yU2M4Iaje3L70sdxWb7A7td+hPQIGri2pAC/10ehxYwQIUAQ8tqY4PawvLKGpqQT8AV9vLT9Jcx6M5cNvkwmpJckSTrM7M2NfP7c4+h0CjOvvYWI2Dh2rVhKQ+n+79xm8UtPs+mzjzjngccROoXSgo30HD6a2LRUFr/4zCHtX7/5KqISksgfM4G6/Xuo2LGNoN+P1+lgw7y5bJr/AdboWMaeehZDJswgEPAQYU3GYk4kLXkkbm8LHY4aeubMxOGsIS42nw0Fj4RzuZoMUaQkDiEupjftthK8vnZAC6oGQz4amgu+5Sy0+5GKIC6mF3WNm2lu3UVOxlFEH1SIS5IkSTo8/rV4L4sLG7hicg9OGZ7J2pJm5hXUfGf7HdXtjHxgKY+fMYR5V47j9nk7SY4yMWNgKq+sLmNfg6Nb+4+31fLxtlrOGpXFupIWyltcpMda8AZCfL6rns931fPYl/sYkBHNlzdOItKkJynKyO5aO7PH5FDUficvbH+B0WmjyYvJwx1ws2F7T3ZRB4BOjSDRksjVw67miU1P0RGw4Qq4UISCQLCrZdch52DvfBCoojIqZRSNrkZe2/UaOdE5nNv/3MN4dSVJkiRJIwOvP8YXd0LADcvug0GngyWOF/qczQc+Lf2AVwlxa2s7AF8bUqjUaY98l1Ys5dJBlzJnZmdVzlCQ99acDHHaE1mjYsIX8pHlD6AH2vatIs5bC4DaXtltAmfAbWO73ca8LdVcc1Q+nrSRmLNGQ8UaBsQqvHfFuO7HrKqwewGB6gK2ZF3MYF+QFrGODuuibm3uqepguOrl1IxUio1Gevp8THD5MLcPACpZazFzVfPn6D5Yir9zlG6iJZEz+pxxOK+wJEnSn962xYuo3q11Fncs/YJBR01nxtU38frNV377BkKAqtJWW01LdQWTZl/ApNkXALDq3Te+8306Wppwd9gI+Hw4Wlu7rQsFgzjaWlj7wdsMmTYDnc5AXtZ0PN422tr3M7DPeeG2yYmDUVWVAX3OY/e+t9EpJkymaHQ6I/aOclS6Rk8FQz7+m1DIy9JV14Vft7bvZ/LYB/7rdpIkSdIP12D38MzyYgAeWLiHyb2TGJYVR2q0iXq791u38Qe1vs2S3Q3Mmj2chdcdAUC9zcNt83aG2xkUgT+ohke/Li5soMWpff+XNju77bPV5WPV/mZWFDVywpB0xvdMZGKvJDaVt9IndQRvznyzW/tjs31srbRT2dbBuIEtBENB6hx1dARs4TaBUBA1GIFO372w4zc9vOlhnix4Ek/n7IwesT0Ynz7+e7eRJEmSpB9LBl5/jOyx7K9ajSE6A+vTw7klOZ7qiLjwakVnpL3HCXyxr4PnfdMJuhcSF2Pj/P7nw/oX2P71PyhP7M9c712cE+iah3PJwIvpE9cb3n+cOtXLF46BXGTQAq8CCGaNR9Hrqdbn8GDheEx6HWN7JPDIF0U8v7KEZxM/4njHh2CMhCvXgGICZyN89QjsXURjxjQ+8E3njT0DmPlFEUcMiep2WkKF/cE84kSQEoM2grVar+fWtnr2RKms909krqWaoC7UrdMc3VIGHjuYo5EkSZIOj/T8voBA6AQ7ln3B2g/eRqcoaHcE7d6R0rMX7fX1eJ0OUFX0BiNZAwdjiYrh39degttuJ71PP1qqK8P7NUdGcfwNt7P76xXs/noZAAFf13e6KTKS1LxeGCwWGstKsTc1kDtkOB2OajZsfYRA0AuqSkgN0Cv3eHrlnojdUYnL3czOPa9hMsWAUPD7OyjY9TxTJzyBED88o1FURBYdzqpDlgshsDuqiI7M+p+upyRJknSoWKuBnkkRlDQ5iY8wMuIfWoHECFNXyjKLQUfftGi2VrYDYNAJYiMMnDc2h/s/282cdeX0T48GNfwMEID7ThyAUa/j7o924g2q4aDrARN6JSAQ6AR8vb+ZWKuBIZmxXP1OAQt31JERa6am3UNKtIllN0+h1eGjw+vnnvm72FVjY0COB6GuYmH9Kgbv9RFpiOy2fzVkJNDRB2PcobMresb0pM5ZhyugFfo6EHQVCEraShiVMgqDImf0SZIkSYePDLz+CIvGX8zta0rQoXK2amWrxQghJyNFBFNEJGed/Cim8q/Jrl9BbMS7tFlsmPXJTMmawo5FYzkvOQ5V1GMKPMkzLbdyd+YWovuM4dihl6ATOnq1+5jJWo7VbSCogiJgZyiXlNPmkRxjJRP4zO5BpxMkRpq46m3tx0SMrUgrBu1zQNkq+OIO7e9OSdVfcrUeBoky3mh9gjvfUjEm5OOzaNNWjaicJTagE3B7q5dPIqKY3aFNw+ljtbFgymP0XnQZOwNBIkIhzkgcTlrNTqYtfpDgjkU8mPkCFoPCdVPzMepl2mBJkqSfImfQUCLj43G0tuBo1XK7HsjHGhGfwPBjjiMqMZk9q1dStlXLkRrw++gz7gjKtm7C3tgAQMV27R4RlZBE1oBBTDjjXKKTksPbfFPe0JEcd+0t2v58PjpamohNTae0YhE+f/fpo7aOSrYWvkRD0xYUxUQw5MPl7iqoEgwG2LrrBQLB/z7C9YD8HrPYs/8D3B7t+E2GGCyWRNrtJazZdB+9ck7A7W0hJ3MqMVE5P3i/kiRJ0qFMeoWZg9J4ZnkxJU1d3/FOb5B4q4GchAjundWfpbsbKW500OEJ4A+ppESbGZkbz5kvrwe03K8HTMpP5IQh6Zw+MovqNhfe4KEVuHQC3r60q2ZEdZuLKLMBo6Jj4Q4thUBNuxYMbbB7WVJYz60f7iAYOlA2C7aVmoCjUYMRbG/cztfVX6MXJgJqZ/7xYBT6qCK+TY/YHpzY80SeKHgivGxi+kQKGgt4ZPMjbGrYRJIliezobC4YcMGPv7CSJEmS9A0y8PojbGnUipOEUHGpVswhFa8QnNlYwbFOF9SeAu5WxgO++HRAT6OrkRZPC43Zo1HbNgDgiSplnz6Savt4bvn6adyrXqPZ7uKluAEc6VyIDnAb4ngj+gpWGydS9PhSrkvcwjnHTSU5LgeUSMDEuWNzeGrZflZkXsVE4zuIlP5gsHQFXSOSwNkUTlUQE2lhWVEjCDeRGSXh5XHBIGNyM8n3+XmpvhFrCKoUEwUimfJBs/n7xssgEe5taucUhxNRszB8TYKNRbxaXgZASrSJ88bl/syfgiRJ0h+by94eDrjqdAqhUNdUfWdrCzuWfYmtM7h6sMayEgZPm3HIcqetDWd7G3P/fhsBv59QIIDeaAyPdo3LyMISFU1V4Q6eu/gsBk+bwfDjZqGqKkIIUpKGU169jGDQR0JcXwIBF316nsrGbf8CIBj0IoSCEDpCIT8g0CtGmlp3HnIs3yUpfgi7iubg83cV4fL6bXj9WodeVUPsL/8EgDZbMZPHPviD9y1JkiR9u4KKNgBCB8VHBdDq8tPmaufMF9fjCYS6bVNU1wFA7+RI9jV2fyhnNig8uXQ/z60opsHuITXaTL1dC6ImRBhJiTZjUGDA3z6nf3oMfz9hAFajgk6Axahw2ohMPiqoZkqfZDo8fib3TqLW5iHQeYAJEUZanb5wADbZmsjn5a8ecl46QwtCHLIYq95KlDGqW9AVYHXt6vDfm+o3hYt59YrtxYSMCd9/ESVJkiTpv5CB1x9KVQntt0DQiKrzszl9AOdmz+KMlgLSyl8DIOh1cGByzl0trfw7fzQTeh5HVlQWGQGF1ECAer0eHQJUHRMa3oFgGRYgC8gKlIffzuJv57jZ1/Hwoyv5p/5VzmxZSWjOU4RU8OgsKJct4bqpA7n2qF6Imi2g/yekDmRD1Spuy+tBegheOOoZYtNHQvlqqN3KK/uHoA+txZz2Eag6EGANmanvnE2z02zixdho5sTGANBscvPRpmqI19aXGwyo6BCdBVDIHMWq2NOgc/BUXITxZ/0IJEmS/gyaq7rSA6AT5I8cT8/R4/jiucdBVfH7uufes8bGkZzbgxHHn9wtdcABoUCAih1buy3TUhdo8keNpXx7Ac42Lc/rxvkfsOmTD1FVlfwx4znxpruYOvFxHG2tNFeWkzloEEIHRkM0Pl8HKYnDGDrwCvx+J1W1XyMQ7Cv7+EedczDo7xZ0PZjFnEhcTC8amrYSDHkxfmNKqSRJkvTj+QIhKlq68q0Oyohm1tAMvt7fxNf7mgG6BV11AvqmRnPh+FwUncBiVA7Z5+riZly+roeFbr+n6/2CIe45rh+zX9EGomwqb+OEZ1ajAma9jtW3H8ljpw/hkVMHsb6slfQYC7mJEby+tgy9ThBp0vPhleNIi7HwZWE99TYPnzT9G3v3lLHohZ4A357bVa/TM3///G7LBAIVFZ3QMTJlJJGGSJZXLUcgiDHF/KBrKUmSJEnfRwZe/xtbNbx7NrRXMVW4+TA1GQFUufbyn73/4oJTPoeYPN7d7WVBWZBT9Gs4avQwJvU7kl4JY7np/W2s2byBV0PlvFNfz8eRkSQrPfh3cjbxeTMo3rGN3SYz050OGkNJRMZHobeVEp0xGqtJj14niBXak2UdqhYsVV3Y5t+ASQkgeh8DXz0MQgfnzuO9qgW0EqBVB6sCbZxgMEP+0ZB/NGdlNLNq+UsEhQoiiLd1DF5VwZSwFgB9UOWtmK58rfOtBkLGrwl29MJoaqHBOBTPSbOw7p0PeZNh9GUcGVJ5qlctFoPC9AGpv8IHJEmS9Mfw9Tuvs2v5YjzOrhFEoUCA/RvXkpSTx6l33c/+DWvZsfRzABKycxl+zPH0GT+JLQs/Zv4/76PvxCnd9pmc14P49EwqC3fiam8LL4/PzKa5ogyhU8gfNY62uloay0rC69XORH1l27bw5u3Xkdl/IHvXrcbZ1krPkWOYdOkZOJzVAHi8bSg6A4oplvy8EwkGfdQ3F2DvqPjB595q2x3+Wwg9WWlHoFP0+P1O+vY6HZMxBrujmrb2/aQlj/zhF1WSJEnqZleNjWvf3UqLw4vd0xWg3Fljp7rNzbKbp/DOhgo+3VbLvkYHBh1cMaUXR/dLwaAI7vp4F1/tb6Kxo+shYGacmYRIM7nxVj7ZXhterlcEUSY9bS4/xwxIJcbaPXfqgZGrnkCIi1/fhFGvMDAjhtfXlmPS61h43RG8t6maQEil3e2nzeUnLzGSWUMzAEgruZi/rvkrIbUrQBxQv7uglt3X9YBPIMiNzuWigRfxdfXXzMibwfTc6fiCPhaULiArKouBiQP/p2ssSZIkSQeTCTn/mx3vQf0O8LSxyWzqtsqiRDL9mQJO2tSfva4odoZ6cLPvL5QMvAF6Hskb68rZ3LiK7er1XBOqISYEl3e4OGnQMSy8bBAxR53D2Tm53J0Ux1UDT2DPmS9xbKKeo/J6sPGYv5MQaeKDK4ezNSeCNRYzAVVQHkqhVGTyUmA/fwlVs3fjs9rBqCFoLGJkykgEEBVSGbFxDgT9ALQ5fVrF0fEXYtFbSDSlY4zbgClhLYNjjyTFlEtAEYQOmpcTEgKdwYYxqhTV2Mbn1m38x+9lVtNfuLxoGC5fAJ1OMGtohgy6SpIk/QR+r4dNn3yIu8OOGgodsn7fhjUsfPKf+Dyu8LKEjCwGH30sPo+LdR++S1NlOaveeR2h027tab36MP3y6zjuutvI6qd1HnV6PRPPOh9LpFZkMW/YCFJ79WbmNTfTd8Jkvjk3M+jz01heSsGiT8MjYpsry4mKzMJo0PbhdNXTZisOb9Pavpce2TOIjspBJwwc+Kmh0xlISx71nddACG30lKoGaG7bTTDox+6oxN6hFdyKjswkJ/NIjMao79yHJEmS9P3eXFdBWbOzW9D1AItBYeq/VrJ6fzOtTi2wGlTh/LE5DM2K5dnlxWyvamfhjjqaHNp6q1Hh4gl5vH/FWC6YkBtOZTa+ZwJ/O74fdneASJOeK47owYD0GF48Zzhx3wjAGhXBjho7myva+GCz9p3vDYQob3YyLl+bUadT/Hy4uasAY61DC/BeMfgK9Do9CeaE8LpJGZMOKbj1TSoqZfYybF4bVR1VrK1dS0gNYVSMnJJ/CqNSv/t+JUmSJEk/hgy8/jd5kwkJPaoKS61dN/DLB11OTGg4NvPHPNp+Kfe23c7j8ffQd+gcNtveB1sNx+i2YE5YgWpwss4sWG4xgd4MX/0T3j6NLdXVeILajxafOUiZfx/ugBtvyM/qem0azryKZ3nbUM6VKUnsNRl4KDCb3RNm82ZMNGusFp6Ij4U+M2HQ6QSHnM37e99HBToEOEpXQM0WAC78z0Zu/mA7j8838/UZ6zhnwOnh/nV6RBqOYOshp66oKpEoqHQFAZbs2c7O5l0sr1zOwh21h2wjSZIk/XgGk5mUHj0PWZ41YDADj5pOc2U5HqeDotVfAWCJjsHdYcPW2EB9STGWqK7ZCmoohE5RqCvey9t33UTlrh00dI5mDQUCpOX3oapwB0A4BUFLTRVFa77uKkkNDJk+k67xSNB3/CQy+w9k6iVXUV2/Bp9fm40RCLopr1oCQE39OjZtf4JthS+Sk3EURx/xVLd9wLck3TuwRnRNW3V7mqmqXUmHo5o9xe/9gCsoSZIk/RBH5Cd+6/I7Z/bFEwjS5vKzvqyVZqcfq0FHbkIEK/Y2UtLkIMrcNVky0Fk4KxBUuX/BHu6Yt5Ov9zWFv/GTokxsq7IRVFUc3gCbOvPJvramnDaXP7wfk14wMjc+/Nqo1zGxVyLnj8thbI8EFrf9lYj8/8PS8/94Z/NeGjs8+II+zll0DnevvpsVVSvYet5WJmdNDu8jxZoSztP6TSZd94E0c4vmsrdtL/P2z2N70/YffiElSZIk6QeSqQa+g91nZ3P9ZoYGVOLVAAg4x2bniYQ4RiUPJdGaSE3oZYzx8JlO5aY2eDpOR413N89t2830hX9juM/LVdmDeQHQqSq3piRxbzDEDW1wRt0Oot++gdtj29huMnKZzo5l0nF8UfYFATXALGsODRueo9nVCIAqBFvjp3DK8ZfSLzeEef4HeNQgPfueCkfcD8B7e96hxKZ1rgWgj0qDpD4A1Nm0HEttLj/FjQ6mpZ/I3ta9lDbb+HBFD/TRk4nNWI4nqCVKGuuDGU43f4+zahdEVRnndjM80Uxx7vMIoVLo1nE6t/xyH4okSdIfUPXuXSgGA8FAsNtyvdHI2FPP4uOH7z1kG7fdRtWuHbx6/WWooRBCp0On1xMKaCOYQkFtX6oaYsFTj+C2t2sbCoE1JpZhx57AntUrGTT1GLZ+sQB3h50DAVKD2ULfcROZNPtC2upqqdy5DYPZzNRLr8IcEUkg6GXpquu6HU9SwmAAPJ6uh3gudyNuTysD+pxHTf1aOhzV1DVuRFHMBIMH8v4JtGfAIUKhrvy0VnMyLk8jqhrE5W4iGPSiKN07y5IkSdIPV2/zsKO6nTZX91zgApg1NJ0Wh49Wp7/bOpc/RGmzk9vndRVLTIsxh/sVoOVuBVi2px67p+s+ZtAJZo/NYX1JCwmRJqxGHa+uKqX9oPcfkBbN307oT1BVWVfSggpcfWQvLj2iBwD3fVZIqzOIYnKihowMyogj3mrEE3TR7mnXzstZT5mtjLP7nE2Tq4laZy0f7P8AHToMigFv5yAXo86IQOANdc+TnmxNpsZZA0BhcyHDkof9D1dXkiRJkr6bDLx+h0u+vISi1iKy0fMZWrdwtqOD2Y4OXPGTuWbfrnDbhM4Obr4+ijI8xAeDJAS0HxVX2dpJi4nhb4pWmdmp6HgxNoazOmqYKHZyhB3OBWhZD/8+lvmznqFdxFA5dwZnpiXh1enIsGbjaRvBCvMJPJ6fQozFwIcnfUJNRw1j08eGjyMQ6poydGruDHpMuB8MFgCeOmsYb22oIMZiYMMLV3CR8gVnRU/h/NYLsQSDuNomcOn4c6kUb+NuKeau7YtZZbUAWuBVB9zaBmVTBiA2akVTPDT/LNdekiTpz2LXiiV8+eJT37ou4PPRUlN1yPR/odNpOVhVNZyWQA2FGHrM8Wz9/NND9hMOugKoKu/+7TZ6jxnPVa+8w2s3XkF7nTZ7wRQRiTkiAsVgoMfIsRgtVk6+/e9U7tpGUk4e5ojI8D5E58hVvWJhwqi/EmHV0s3kZE7F420jGPJTVbuKkoqF6IQenWIMB1tNhijye59Ldf1a2u2lBwVhu6QkDaWmfi1en41QyE9ABl4lSZL+Zy5fgBOeXU1ThxeTvvuERxXIiLOwcm/TIdvFmPXYvpGSICfeitMbOCRVwcFBV4CFO+vZWtXOqxeOYnN5Kze8p40mFUB2vIVgSKVPWhQjcuLQK1o+V4c3wOi8rtGvwZCKu+oCDNHbuHzUsVx/xFHoFR2RSiQPTXqIpRVLUVA4cf6JAGREZlDvqAcgRIi/jfsbKypXUOuoZXfrbr4pxhjD+IzxbG3SZn/YfLYfcDUlSZIk6ceRgdeD7KqxYTbo6JkUSXl7KQA1qp9GRSEpGNI6fSE/f7E3sDX0Fag6bmtr41x7Bx8mpLFcCdLTms4zxYXEqDpIGwTDzuXY3sfy+Vc3s9m+H38owBS39qQ1pNOjUwPU6hVq9TpG2qtZt+w+HrXEkxobhbczT1+NqxJULzeVbKBlTjwx5z1HTnQOOdE54WOfWzSXFVUrOLHnifSM7cl5TQ2E/tWXNZYjmZt0HfefOIDnZg/nxve2cY6yFJ1QGdGxgjX6jVj0Pt7Ke4izxxwD4m5uX3wFV6Ymc29zC4Nb0tga6Udn68OpzmPZ2ucELraXU1e3ievTj/rlPyRJkqTfOZfdRnNlBRl9+9FaV3PI+oj4BJytLSTm5LL81RcAUPR6gp2jWU0RkQS8HiLjE2mvr8UaG0fe0JEMP/Z4TFYrWxZ+gt/jRqfoCQU7O8ZChNMI+FxOdq1YgqOtNRx0BfA6HXg7C3stfPoRjrv2VnqNGkuPYV157trr61jxxstY03LIGZNLYkI/Nm17gkDIi9WcTF72dAb0OZd2exnVdasACKmB8EhcRTEzqN9FJMT1JaQGaG3fd9CZayNfAayWJIb0v5x9ZR8TaU3HoI/46RdekiTpT2ZzeSsp0WYMio6mzmJY3oD2PavXabcFo17hzXUVhwRSEyIMtLn89EqKoLTJiV4RDM6M5ewx2fRKjuDqt7dS1eYmGOpKJ6MTcOCl2x+kpMnJPfN3sq++I9xGBSpb3QB8VFBDu8vPC+cOp3969MFvzzNbn6HSUMgZI2YzOG0yewOvMvm9e0m2JjM0eSh3jrmTY3OP5YzPzghvU+PouqfO6jmL43scz+jU0Vyx5IpvvT7x5njO738+FfYKqjuqmZQx6UdeYUmSJEn672TgtdNHBdXc9P52FJ1gzsWjecDck4+aCwCYlp1BH1MmKc4bmZATTU3D01rfUISw513CJ769PGSrJqC2UeKspXH222QlDIQPLoBFt2D5/DZejkih+cx5rLWrzKj5EJqfQFEDVOkVTs1Iw63TcVG7nY+EA1uoleIIa7fjy9TVcKJSC3XA8v+D458AoM7mxua18eCGB1FREfUGdDoocNp50tPOEZ6PuaZuBi/EmLnnuP5cMjGPxSXTOdG3kAp9HjmBMgBSopaxoCwGg87AyuZtYDLy1+i+VCt9UUwrCCU3M6P/kSg6hRvLdkDREtj5FVyzGeJy+D3zh/w8tukx6p319I7vjS/o45JBlxBtjP7vG0uSJP0Ifo+Ht+64gY6WJnqNGsfYU89i0ycfhtfrFIWkrBySs/PI6DuA1RXlAChGE3nDRlK7fx+udm06f1xaBqf/9R/UF+/nsycfpnDlEkBwxOwLiM/IJCImjrl/v10LvqrqIcdSvm3Ldx5nwOtlwZP/5Ia3tRkOAZ+P9vpaNn7yIaUFmzBE6fAnlFBZuxxV1UY5+Xx2tu+uJC15JDFROSQlDKapZSdCKKidVaaDQQ9ttmJMxhh2758bXq7RjlGvWEhJGo7DWUO7rZh2WzFGYyR9e572v1723wx3USuOtbUYMyJRvUHM/eMx94r7tQ9LkqQ/oCeW7OOpZfuxGBQWXjeRvEQrZc1dBRp7JUcRH2Hk+MFp3L+gazToaSMyKGlysrWyHYDiJidfXH8EiZEmznhpHdfP3YYA+qRGMf+q8VS1ufl8Zx2f7agjdOithi0V7d97nMuLGnl7fQUXT9TSC1S2uKhy7eXlHS8DoKg7+NLuIth5r+mwdVBiK6Ff/EDO7HsaVw+9mlu/vhV3wI1RZ8TXmbbG6XfyRdkXlNnLKLWVht8vxhgTHtk6q9csrAYre9v2sr9tP1ctu4olpy3BrDf/qGv9W2P32Xl4w8MEQgHSI9Ox6C1cPPBiDIrhv28sSZIkHXYy8NppV42dOOw8pTxH3/leEhz7mA5MzcoAYK+3mi3l9XxeVcLQIeB1ZtMnahIfer+g2d2MatCmzoQCFmrdCn0MJiKrtAJZqCFw1PH2nFd4ouNozs3rx11YMKseFul64dZpT33fjYxH9cWAsQltbypGnZFTkkZy+pZ5XQfbWTBr3Z4KbnhrHS2qlbRBybT7GgipIVQ1yFdWC5UGPTm+IHasfLCpmisn92RgRgwD73oHAj6y7HUE3jyZL4WTOx2FsL6Qc/uchTkUwqPTEac0sF/ZG37b6QMT2N60Hb2rjgEAQR/sXQRjr/y5P57DpsnVxLXLr8Xpd/LY5MfoE9+HZRXLeKfoHQCWVy0HtB9r94y959c8VEmS/oBc9nY6WrTpnKUFG2muKu+2PhQMUr5de+hna2ogIjYOxWgko09/9qxa0X1f7a0E/X5q9xcdFFhV2fTJh3icDvQGI3FpabRUV/FDZA8aSkNpcXjUazDgx97USER8PG/ffRPNleXEZ2QBEJVrQmcJHRLPDYV8VNSsICfjSEYNuQFV1UZWFe59i6q61Qgh2Ff6ERXVy9Arlm+kGdB2Fh2VDag0tRaG19Q3bqZ33knodL+fny22xeU4N9UTMSqVmOm5ALR9uI+Qw493n1ZkxrGxnvS/jkVnUr5nT5L0xyGEOBZ4ClCAV1RVffhXPqQ/rF01WnDR7Q9y4X82Udnq6ra+qHMU6vrSFnolR9Li8DGmRzwLdtTh8Ye6tW13+zEZdJQ2a7Ug1M7tz3hpHW5/iKl9k37wcSVHGclLjGRDWVdO8K1V7QC8vraMez/dTYTFibVHBJ6Qk6Do6F6jEVBVwctLOzi5V4jJWZPZeM5G/EE/hS2FXL/iegKhAEsrl7K0cimn9e7+0K7D3zX6dmLGRDbUbaDJqd2X273tbGvc1i2V22/dvrZ93LzyZqwGK88c9QzJ1mTmFs3ls9LPurUz681cMOCCX+koJUmS/tx0/73Jn8Nlk/K4NXUrk5SdJDi6pj5eYEzDrJghZCU+dS6D059lv30ntmAll4w8ghZ3C3BQCj5Vz13rr+T0z07HNf1+iMtlkyWC47IyeSO2GISPL5rimeh5gkm+J3jI/lcGRU8FwKMPkGKo5bGGJh5vczE7fQpPH/k8dfXnogZzwr857OkT+XrdWobOm8ga/ZUcwyaOjHoAS+vl+FonADBAn0BWZBbLDZO4WPkCt8fFvoaDqnv6HOjmXYTwOXg9cER48caqr/DodPT0+dhoNYOplqAnlaOTr8AdcHPuonM5W2niK4v2JDi08ZWf5wP5mXxe9jmFLYWU28v5YN8HAGRFZaH7xv8VPin+hEc3Pcq1y6+loKHg1zhUSZL+gGKSUxl76lmAFmRtr687aF0KOqUrANdaU4WzvY2MPv3DuVwP1lBeyms3/oWYxGQy+vbHaNVmSvi8WjAz4PehN1nC7c2RUZgjo7rvRAiSc3sw8azz6TthMoqiD9/QLFHR1Ozbw8cP30dzZTkA9qZGBh45DUeVj4AnhECHxZyAxdzV6W5u2XXQ7nWUVn5BbeNGLOYEQiGtcIvP58B/UOf3AL3eysA+57Fm0/2UViyCzlyyLncjLW1F339xf0PUoErHiipCHX46llehdhafUWK/kac2EKL1w720vLUb25flWu5eSfqDEkIowHPADKA/cLYQov+ve1R/XDdP70NylPadc3DQtV9qFEal63dvSIV9DQ5aXT7OHpV9SNAV4KyX13PLBzu4+siepMWYEYCiE7g729bauufqHpB+6KyxWIuBk4am89RZw/AGQhiUrvzlPRIjeHb5fu7/TBt563RHcEb6E1B3GX6bVrwx1ZpKdlQ2wcaTcRbfTkl1Ms2OrkJZtc5a/rrmrxh0Bpw+Z3j56urV3Y4j1PlA8NKBl7K8cjmXLr4Uu88eXj9n95xvu5y/We/vfZ9yezm7W3bzednnAORG5x7S7t87/s0D6x/gxhU3UmYr+4WPUpIk6c/t9zN05GeWFmPh1FknwFv/gaAfxlwBejNDMmfjXPIYSsx6fJEurB4/YCJCGMiPy+cvA+5ke+tq9CGFwsYaWgz7Aah2VNPYspdcVyuv5faj0tcIkeWcnr6AqUc+wCfbavh8Vw1D8wTPHnMvx8/fSIe/g5RAkGNcbnC5mdbSysLWbBYUFbCA+zm/l5uxfcq5Y1Mz0ze8xyS9HQScFrWL/Al3cv2Uobz8dSn/3tSfLYZ29oxKZ9qaG5hmgFHJIUbmaonnd7fspnrXexxVswU98Lo6n/eEmQ6h40AYtcRoDF8bnbGJiwadzdJ67YeICmwxxDLZXU9N9FBe+6yQ6jY39xzXj5yE304evgU7anljbTn5KVGcOiiBEVFtjEoejkGYCah++sdqeQsHJA5gaPJQChq7AqyeoCf8w6vcVs5nJ3/2re8hSZL0Y4077RxKd2yncf8eUnv2JrP/QNJ792XzwvnYGhsOaR+XlkGP4SNxd9gxR0RSV7wPp62NoE+bTlldVIi9qQmjxYrP5SIUCKDoDfQcOYb+k4/is8cfRqcoHHv1TZRv28y2Lxd27VxVaSwvZdatf+Wdu2/C1VmIa9Lsi9iz9isWPf1o92M/fTajTzyVvruOoLDiVVTcWMyJOF31nS0EudnTAQgE3DQ2b6e4fAHBoIdAoKvjrxL8tuwHREdmoddb8Hjbwi1BC+B6fR1s3PY4KYnDyMk88sdf+J9J0OGj7eNiVF8Qy6BEjFlRKFFGjFlR+Co7MKRFIDqDHFFHZtH65p5u23t2tnT+1YIpLwZzb5l6QPptyL1j4WzgQSAbqATuKn/4uHd+wi5HA8WqqpYCCCHmArOAQ6seST9Z//Robju2D7d+uAODouPCcTlYjHpyEqzc9P72Q9rHWgyMzovn/LE5VLS6cPkClDR20OrSUsIUVLSRHG3C4Q0QF2Gk1andgzLjLPzt+AH884sitlW1M61fMrcd25cZT60icFDugXa3n6QoEwWV7WzrHOF64uA0LCY9zywv7pamIDveyhUTRjJ7xFCeWh/BovodNHuaOTXxRQpbtOK+E3omkB6rPVzcVL+JD/d9SLm9/JDzqu+8P+kwEsLX+beOc/qfwz/W/wPQCnEdkBqRyt2r78Yf8nPX6LuINcf+D1f/5/Hm7jdZUrGEQYmDODr7aKKMUYxNG8v7e99HEQoDEwcCMD13OqmbUsPnDlrhsLl75wLgDXp5/ujnf5VzkCRJ+jOSgddOr+x8hacKniKj53iGu89j9uBpDMyI4ZPPduNz5GCO3oBOFUx0edhvNOLU+Zn9xt8ZWh2BXp/O0/pn+E+0haditarPfeP6kLvxPwCMr9vL6oQ44oJBbmr/mDTjGfSYmUdT9JvsbSvioU3H8tZxb3HbR+9xfN1ivLRhFAFE72MYkB5NlFlPhyeAIdfK7aVvQAIsVoZQZO9N30g3R552J8RpI53a/dVYc/6NEEFeqMvlhc7zOzZiPyg6djfvZfai2QTVIOekpHN7Yz0R+LnY5scPfBEZQbVBzwRvgB2KoEOvkGCMwBcQvLYwC5E0iOy4KP7TPIENRifH9T6G/3yqdSJNeh3Pzh7+S3903+n2D3fg9AXZUt7C2VvPBV05iZnTaC29DSGCLDckcUpfre1to27j72v/jkBQ0l6CX/WjCIWgGiQjKuPXPRFJkv4wKlqcnP7iOmzqkZzXN5Eeg7IZd9rZ2BrrqS369tjDpk8/ZN2H76CGQkTExeNsa+22XuiUcPoCvdFIwOcjGPDjdTnJ7DuQ4TNOYPOCj/ni2X9xxr0PYTBZ2PRpV17Z1J75RMTGkTVgMEVrviI+I4uidatoKu/KiWe0Wul/xFGMPvFUAJJ75VDYqKXJaW3fi6I7MJJTYDZqgcNN25+kzbYfIbSfGkLowqkHwsculHCOWICs9Ens2PMaACZjrBawDXrIzZrO3pIP8PraaW7dRWrScEymmB917X8ujjW1eAq14Kl3fzsAwqggLNroZX+dk6DdhxJtxNI3AcvwZHzlNtDrCHZeQwAUgRJj/ObuJelX0Rl0/TdwoOhADvDv3DsW8hOCrxnAwblPqoEx//tRSt/n9g938N7mKrLiLPROieL88blkxlm55PVN39q+zeVn1ANLsXsCRJsVHN4gel3XqNTxPRP4fKcWyLMYu2ZnVLe5SYoyctsxWpB3yZ5GeqdGMe/K8VzyxiaaHVqw06AIJvVOwqjoMCo6AqEQCVEm/rOmPLwvq1EhI9bCKxeMJNpsINpsoDa0AiEgEAqwpuVdYBoAiZ2jeReXL+bmr27W3kNnQFVVAmr3QmEAnrbBGGIKELoQvWJ7UdBQwMqqlZgUE6kRqVTYK0i2JJNkSeL57VpQMjMyk+uGX/e/fQCHWYu7hUc2PQLA1sat4QEiY1LHoKKd85qaNYxIGQHAPWPv4bHNjxFliGJXyy6tFggCFZXMqMxf7TwkSZL+jGTgtdP84vkA1PhL2VfZTuH8Xbx1yWjaXD4U1wiUmlxuPHoAz+67FG9n0nZFv5JHDTW0qREoQTdHOfy8FZeA32DinnF/BZcJihZwXoeTKS43MaEg0SGVde1lXL72lgMzKFlZtZJHJz9KyD2Jm7yDuQcPCy4fQo8evcgFVt4yhTaXn9bgbt7vLNYZHQM1M96lb+9e3c5j6iAri1ZpnVjV1ZWflepN4Gjins9WE9Rp62vyj6L15NvZ9uKl9A6V8K4pl2pDIwAucwy+oDYN1OBpZejr+Yzw3cxXledgFXGM6WPglmm9ER21GK3FiMg96C3HA7+dwGu/tGg2V7QRg4NBunIA4hvWIdSLUEMQH9HVwc2LyaPB1UC7tz2cdiCoBrly4B1cOPjkX+PwJUn6A1q5t4nGzsrSa9sVLB+8Te6Q4diaGohKTKajuZHcYSOJTUph22JtZKrf0zWF80DQVQiBCgw5egY9R46heOMaQqEQgc5RsACKXs/rt1yFo3N0kMfpoG7/XpJz88Jt+k6czLFX3oii1zPjmpsYPes0YlPSeOcerROLEPSbMJkZ19yMEF0dcIs5AZMxBm9ngZJg6MB0zxDVdauIi8mnzabNAFHVAONH/JWikg9pbe8+2vPgoCvA9t3/Dv8dDHmJi+1DfGxvstKPoLl1N15fOzqdEUX5xpT9X5Eh7dCZHqoviC5SK2IiTArCoN1XhCJQIo0EW73d2utTrcSf2RdDym9n1oj0p/cgXUHXA6ydy3/KqFfpF6CqKh8WVANQ1eamqs1NpFnPnTP6oaKlCUiIMHLTtHzu+KgrPYzdE+j8b2fRxKCKQREkRZm4b9YAbnp/Ozuqbbh9wc5qFNq+5m+t4dkVJeH9LN3dyK3H9A2/NugEy2+eQla89k/qq9umEAiqrC5uDrfJjLXw3DnDGJLVfdT/hPQJbG/SRuhWB5ZjTAoQcPRhSaEOf8jPQxsfCrc9Lf80pmRN4YqlVxxyTWIjAjiF9vBvX/s+bvv6NoJqkGAwSIo1hT5xfbhlxC2sqV0T3sas/HaKbEUaI0mPSKfWWdtteZWj61lGnLnr2vWI6UGNowZ/Z4ofAIHgvvH3cULPE37+A5YkSZLCZI7XTqf3Ph2dUFBdvQh5k8iKs/DAF5v4eFs53kCI04cMw94RQYI5XdtAhYvsWoczAjfFoXT0/kSUPZeTbn+URlcjk6jisn6j8aCSFQgQnT4KTnuNL5xKOOiqhvRcPvhyPAEPR44sp0dGMxP655CVo1X2pGgRCdtfolcMjE4bzX3j72NC+gRsYjt3bprNo5se5Z7V91Ddof24mt5jAtcPv54ZSSO4s7ml6wSTB4Allv2lyRzTamGqw8vl+t7MfG0fl3iu5wjf0xR5RxDZ2Qce3v8MlM6KniZVRU+Ac4xfE23Ws6mijaV7GvG8dxHZc8cRlfUKxoQ1fGV7sNs1fWLLExz/8fHM2zePX8MbF4/m6bOGMnpAPq/Fz+LO9Gxm9+pL8oB/cOZR1dx9XL9w24Zt87F5tc/TqFhQVR1++yDWbe+F1fDNfockSdL/5qi+yWTEWjCLIH0de9EbTXicHSx86hE6mhuJz+uNf+ixeD2e792PqqroFIX8MeNZN+9djNaIg/LACsafcS7T/3J9OOgKEJWQSK9R44iIiyc1vw/xGVkMPuoYFL2ejpZmNn0yD7/Xg8Fs5vgb72DItJlYIqPYs3olC59+lEXP/otdK5aE9zdi8HWkJo/EZDx45KkgLiafVltXrnSjIYq6ps2HBF0BjMZo0lO+vYhJKBigqWU7e0s+ZPnqm+hwVGrLQz6qaleF27Xby1i18W9s2v4kgcD3X7efg3VwEsnXDCVyUgZKegQYdQirnqDLj5JgJvGSgegs2nPuQLsH986mro07fwsE6l0IvfiWvUvSryb7Ry7/IWqArINeZ3Yukw4zIQTnjsnmoAGrZMZZuOn9rSwvaiQYUpk9Oos6u5doy3ePw9EJ8AdVJvZKZOXeJsqbneQkaL+LVWBKnyT+c+Eo1hS3dNvuL1N60Ob0MXNQGtnxVk4dkUlWvFULCG+pZunuBtJizJwxMou7ZvZlVG4c1e1uLn59M/d+WsjdH++k3aU9SLx00KVc0P8ChiQNAaFiSvwKQ/QOxvZMpN3TTrO76z7XM7YnN6y44VvP5eJRk9Ad9AAxqAbRCz2xplg21m9kccVizv/yfO5bf1+4zYHiuwDBUJC7Vt3FifNPZFX1Kn5pJsXE3OPnct+4+5iYPpEkSxIWvYVgKEikIZKLBlzEuf3OBbTfCG/ueTMcdI0waA/1QoQobClE/zsqVClJkvRHIL91O10w4ALO638eZc0u9tTZaVNW8sjmh4joGYOr7BpeWV2uNTScREbORp5hL8M7tE7g8kgzb0RmsaH+TEJqKhUV7bxZOJc2bxvrgW3ZIxjh9VA99U6ycyZzfouN93asRigujLbTuOyiM7l79d18WvIpapRAqR/BvsfXER+dQFpd51Po5r0w6zlOyT+FjXUbAXAH3OFpJi2eFl44WksscOmgS2HgJWC8Dxp2w9DZkD8dFAOPTFCZsV4bCevb9R4N9rvD1+BJ8Sahag8Nip4+p1/I1L1fsbplKzMdTvyAOrYPf8uI49Z3mlBVGNixmrsT4/EJFRAERAdltjLyYvJocjXx2i5tuugTBU9wau9Tf5bPrazZydqSZqb1TyE5qvtT6QiTnmn9U/nHwj2sSmhCMQEebUTvTscnmPSdT8P3LSZv4ZU8HGHlLUs2u50X4bFlEghB1hgZdJUk6fDJirey5o6j8Pt8lG6JxxoTw8KnHgmvr6isYfWC9UxvWoEiBL1GjqN409pu+4iMT8DR2kIoEGDP6pXU7dOKTsVnZBEM+Ok9egJDp8/EEhVNdHIK9s68sZPPvxR7UyMf3H9XuIjTvIf+jsFswWS1YmuoR280cdlzr5GQkcWAyVPZvmQRAPs3rg2/X2b/QcSmpBIbncfwgVfR2r6PkvIFREdmk5UxBaslkaiIdCqqlxEMevH5O2ht38u3yUqbRFRkOnWNm8KjX42GGPr3PpuS8oV0OKtQdMaDRtRqGlt2kJetTTctrficDkc1HY5qGpq3kpE67qd+TIdQgyqu7Y0o0UbMvQ7NwWrMjMKzt41gbWfFb58WBA96goRcXVNeG5/bRqija/SRLs5EqNWLMCnh4Kwk/UZUoqUX+Lbl/6tNQL4QIg8t4HoWMPsn7E/6HvfNGsjfTxjArlobdTYPG8taWVvSlarmyWXF4b/zEqx0eAPhtAAAkSY9Dq/2/bWpvI3lRU3YPQHsngD5yZHERKhcf2wcw9KSaHN52Tq3HYDeyZGcPCyT019cy6ZyLV93ZauLBTvqyI63sLtOm1Fn9wS4+sheXD6pJ5/v0kZxtjhdvL62HACjXsffTxiAQTFwy6hb8AQ8/HPTP2l1t3PaEdcwNicPg6LjyMwjWVG9AoCFpQtxBw9K4dIp2hDNOf3P5rPSTyhva8VVdR5CwF+OCZEQaeGJLU8AUO+s77Zdm7cNm9dGjCmG7U3b+axUq/nw/LbnOSLziEPe53AobClkT8seZuTNCAdMD4gzxzE+YzwPb3oYd0A7zwP/3du2Nzwz5Z2id3i36N3wdhbFgtOv3Z8yImUKNUmSpF+a/JV/EJcvxMcFNcRaDWxwaTdwncGGMWkJ3vpTEHo7ET2ewa4L8pdQiJVCYNfpuD0pgZCoI7vPRxgbbuOcMTkQM5WtTVvJjMykz8x3uGTl9Wz9+nqmZE7hmanPcPfkc9hZ5ePKcVqBkFbPgemjKvUpmzlL1WPAxmsmI0O9Pgh4UVWVm1bexPLK5SSYE4g0RlJhrwCgydXU/WSEgKPv7XpdvgY+vZYZcTm4E/NpbS8lY9DJ3NSvNxsKCphu+4BmNZoeIRce4rnplUU83rqSQcDHkRFcFptMXcNyDE2rePb8/6APpWBrvI5Fle91e9vi9mLyYvKINceSH5fP/rb9jE4d/aM+h/s+K2TOugqiTHrmXTWenkmRXSu9DihaCOnD8MT25NQX1tLq9PHqxpW8c/ExpEak4gv6mLN7DibFxBEpJ9HY4cUSe+CHizYxyqK3sKl+E6NSR0GL9sNzptPFTGcRf/Xvxj9iHJN6JzGtf0rXe4dCoJODxCVJ+umW7WtlQ3Mc0zwtONvbwsujgk6mNS1HIQQqhwRdARytLcRnZhGTlMLI406mfHsBrvZ2Rp1wCorBwOfPPs62JYs4+/5HOPXO+1n7wdvkDB5Cn7ETKdu2JRx0BQj6/QT9frxOB6CNMlVDIUoLNvHZkw9jtFixREVjb9YeWqGq6I2GbscTH9ub+KE3afsL+dmy81k6HNWkpYyhuvZrrJZk+vU8nb2l82m3F3dLL1BVtwqD3tptmc9vY1vhi2SnT6FHzgxMxli27HyaYLBrNGvooKmTCXH9qG/ajF4xExOV+4M/A1+Dk6aXdqC6A0RNySLmmO7bektthFx+zAMSsC+poGOlNp0z5sQeRI3XOq6e/W14ituJGJmCt8x2yHsIk4K3zIa5dxxCJ7oFYQFCHT7iz+6DISMKJbIr/Y0aUhE6OQJW+lXdRfccrwCuzuX/E1VVA0KIa4AvAQV4TVXVwp90lNL3anZ4+XRbLX1So/iysJ4BzaUcV76O9akD+DpzaLhdWYvrkG0d3gDZ8RYsBj03Te/N6v3NvLm+gqFZsbx+yWBmLzqT8xdXcW6/c7l5xK0UNzppc/q4YVrvzvf2HbK/A0FXAK8/iDvg5tLFl1IaWUhG1hkYhJnyyj4ANPlKgAHh9ma9mb+P+3v49afba3nkiyKG5s4izrQNm9fGab1Po098H5ZXLqfR3Rhu61f9XLr4Uio6KvA2z0IfUYIhfjVz9jqJMcXwxJQnsBqszC2ay4qqFeHtQmqIOmcdMaYY8mLySLIk0eRuYnTaD+/bqKrKdcuv4+uar0mLSOPd497tlhKg2d3Mutp1jEodRVANcv6i8/GFfHxW8hlPHvkkceY4bF4bc3bPISsqi2RrcjjYCoTztroDborbiukV14vituJux9DsaebSQZcyNGkok7Mmdzs/nZB9G0mSpJ/bnzbwqqpqV7665mIoX8UrlT1ILHiWDNGCY+KZbBabCagBjHEb8bePwWBqQ3TmR3ULwb9joskQBkwI3EBufBIvnzmOO1fdSVlJGaf3Pp11tet4cuuTbG3cCsDqmjW8uftNHtn+CKiCyK3387dpJ3H3mLu5a/XdbG0s0I5JCPzAK5FHMNIXRb8+t9HD3czSyqUA+EI+jk49l1ftDwCQYfwvuVXXPAmtJdjbSzmz92CqozK4PNrMdcPyUatuRDi1KTPz02/mvtJ8XC4ztyf2x+wq4t7EeEKd18of8pMc52NUaiqh/ncxfmkVa2vXkmBOYFz6OCZnajdzg87A2zPfpqqjip4xPX/w5+INBMNJ9tvdfj7bVhv+AQfAvEth3+dgjMR3+Ubsbj/GxCU0RS/jhI+f5fmjn2dLwxae2/YcAHszvAjSCHlSEeZmLh9yHq/veYF9bfu4fvn1vDx5EZ71Kxl50DH01dczYFQWQ8tfgYWVMOUuqNsOH1wI0Wlw0RcQdVBAVpIk6TscfK8JBEN8ur0WRQhueG8bKrAsSsfFmdm0VHcNIlMIfeu+9CYzAa8HIXTMvPpm2upr+eyJh8geOJiW6iq2LV5ERFwcqhrC73FTUrCJTZ9+iM/loqpwB/mjJpA3dARHzL6QNe+9SSjYFezUKQqq0JHRbwDWmFgKVy4l4NVGmR550RV8+cKTAAidjoiYQ0d8HtDatpeGpoLOcw+G/xsZmUFe9jQKdmojXyOs6Thdtfh8ts70AKLzf13n7vXZyEjV0hAM6XcJWwtfRAiFCGsyfXqeEm6Xk3kkCfH9MOitmIzR//1D6dSxogq1MxDqWF3TLfDq2d9G86vajJPoY3MJHhRAsH1air/aQfSxeTS/XghBFc/uFtRA17EriRaMeVG4NzXi+KoafaIZX6UDggeV7QasQ5NR4sx0LKvE3Dcec794mv69E3+Ng9hZPYkck/aDz0eSDqfyh497J/eOhaDldM1GG+l6108orAWAqqqLgEU//Qilbzr4fuPeuQvv3iLuaklhaZkdgAvG5zD93TuJ99iZVLOdguTeuExWQt2/lrAaFVw+7ft7TF4Cd87sx3XvbqXDG2DW0HQKKtt4fMU6qjq0h1FfVa3GWXccc9ZVIID8lEguGJ/HU2cN5dYPtrO3wfGN/etQdDqO7p/C7pbd7GjaAUBWzg4SdcNoUF9FDZnpm3ni957vk0v3Ud3mpsbRTGrfICoqQTXI3WPvDgdPBYL+8f0pbC2ksKWQWFMszdHb0FsrwvuxeW0MSBhAWmQaQ5OGcu7n57K/bT8p1hSm506nb7yWqzbOHMf8k+bT6GykV1yvbz2mb1NqK2Vl9UoAahw1rKldw/E9jg+vv+TLSyi1lZJiTeHpo57G11lLpKCxgJM+OYk5M+bw8o6X+bTkUwBm9ZwV3tagM3DDsBt4dMujbG3cyl2r7+LGETeyvHJ5t2OIMEQwq+cs5u2fx7q6dVw77FoWlCzgoY0PMTBxIK9MfwWz/reTz1aSJOmP5k8ZeL179d0sKF3A2X3P5o6h18ErR4OnjYuMqcTotSkmxvWC8mwzy3QOhGpgfG4Wdx97EncueINKRZDjD/BKnJbX7t5x9+IL+Tg291je3/s+iysWA1DcVoyKSvX+aqL10QTcXvRtI3h21TowA0LlrYKt3DN1FplRmbx2zKs8vfVpquxV1Nor8fosLNh3IguCEczY1sFzA3pxRMYRrKpZxcm9TsbgGIGn9lRQ3CQkHPf9J93zKNi/mLLIBKq92uiqVdWruHbYtTwrbKxMT+USu4OUYTOwlzehE7Bu2gt8tnceinspIRzEGGM4t/+5eAIe7lx1Jyf0PIEXj36RDn8H0d/S2bXoLfSO633I8u9j0iv0To5kX6MDRQiO6pccXre3dS/3eYtISU7kwaYWonHx3DnDeajgbVpC4Al6uGzxZZya35XWoKDCBkY9xsSvUIHPKz8iyhSF1+0lyhDB9XO3cUxrDCMNWq6qUM5ETp31L8xN62H5P7Sd+N3QVg4BN7SWsr/wPd5V2xmbNpbpudN/1PlJkvTnsa6khcvf3Eys1cC7l43lzfUVvPRVabc2lR0hvk6aQv/qOQggIjae8WfMpnjzBsoKuleezhk0hB7DRhGXlk5ybg/eu+8O/B4PrbXV3drpFIVQMMia99/SRuoDLls7u1etYPiMExg96zSS83qyc9mX+DxubA31dLQ0EQz6qdq1HWdbK32PmELJlg1ExMWTkd8XOkfJCiEQ3zPyPyoyM1x0K6Rq7+32tOBw1uJxd43sTYjrg07o6HBWk5wwCJMxlrqmTfg6i3UlxPWjZ+4J7Nr7Jga9lfy8WUyb9Cw6oaD7ltx0kdbUH/ipdDH3jsO9TZstYu4TH16uhlTsy7sC4cF2LzHH5hLs8OHdq52Dq6ARNRBC6ARqUEUNqATbutIhBJvdkBUVfu2r6sC1qSH8WhdlIHpaDpGj06j750aCbV5c2xuJO603/iptRFjHmhpCDj8hb5DoqVnoTH/Kn2zSr6gzyCoLaf3GqT4flVdcgWvTZlJuvYXIqVPZff5FlFkSMfWbDEmDAPi4oIaJUXHEe+y4zRFMG5rNBUf25qTnus+s8AVCPH3WUDq8AU4Zlsn9CwrDRbC2V7UDMOerECk9xuAQ+9hXNJ4qv5aqVwWeX1nCBePzGJwZy4dXjufhz4todfrY19CBqkJpsxMIsWhnPdcd3Y++8X3Z27qXWb1msXVXHwLONgiZiA59e/7vAyblJ1Ha5CQ1uRFHQAsur6pZxYk9T6TDp32PmhQTM3vMpLC1kEhDJLeNvI05u+ewr10hpAZJtaZy+ZDL2dSwifVb13P+gPP58IQPcfldRBojD3nPaGP0t/Z5vk9aRBrxpnhava2YFTMjU7qGe6ytXUu5rRzQRr72iOnB38b9jX9t/hdOv5NWTytnLDiDSRmTwtscXPzLH/LzVc1XmBUznqAHq8HK9SuuD4+IVYTC5MzJ3D/hfj4p/oTXC18HINIQycfFHxNUg2xv2s7H+z9mX/s+ZubN1GYDSpIkSYfVn+5XvMvvCj8xnFs0l6bdY3jU04YOaFBbuCMlmTy/j6ObWri/shyS4qkX/Xjt8ql8XFDPqR3Hc47tZf6WGE+xSZsWmBWVFZ5ysrJqZfi94kwJtHq1Hyr2gJ1ldTWYA9WMsz2EKdOB02NkcMxUdJ3TCfU6PTcNux50CgAnP78aglondMagNHRCx/NHP4836MWkmGhxeNlQNhOvP8jFE/K//8THXgm9j2WAKYrpmx5ie9N28vQnMPO5T6mKbAeTkUfjY1kxdCCr05uI//wKTtpSS7USwhSE6PppjMo/jUsGjWLcO+PwBr0sr1zOutnrfvQPkO/yxa46XL4g86+eQFF9Bz2TIomxdk1pfargKXbqguyMsHJU/sn0VeDZfVfQ7nURElZ0ehdBNcjHxR8zPWc649PHU9lgpSL4KKg6ECF6NhZzWe9L+Wjn+8S3FSHUZ3kseBHF+l48PaYDc81alOV/h8FnciAtARHJUNr1ud5etYD9rjrm7Z/H4KTBpEb8+A6/JEl/fB8VVNPhCdDhCXDHvJ3sqG4Pr1NE1+DH5e0RFKXNIiLg5OJzTyK+TzJflpiIjaynXJ/M6PYtgBb0HHz0sQDUFO3G31mASygKajCE1uWlayRrKITRbMHncaNTFNJ6dT0Iyxk4hNzBwwDYt341nz3xMABJuT2wxsaSP2oc177xATpFjxCCyedezO5VKxgybeb3nrPZFMuksQ/i83XQ4axi9753iYxIY2/JR7jL9kNnfNO4u5nxJ97N3pJ51DZswOfXOsmGaifB7DiG9L+M0sovqKzRRi1ZzIlkZ0z+rrf9UQLNbjx7WzH3SyDllhEQVDGkdOXR81ba8XWOEBMWPdFHZ2NbVIa3vHsqAffOZvQpViz9EjD3j6f5lV2o3q5RxP56B/pUK4F6F64tXVNezQPiUf0qzk0NCKsBJdJIsM2LMOkJtB5UHCyoYl+ijcoSAmJm5B2W85ck6Y/FW1qKa916AGrffIc5tVbWjr+K6qhkUlxdOV3tngC3jLyI0fW7aenRn3nnjeaZ5cWkRJlo6Oh6cKQCw7LjyIrXskwcXDgr1mKg3e0HdDSUnhxe3kEAoyLwBVWO6JUYXh5lNnD/rIEoOoHbF2Tqv1YCoOgEU/slYzVY+eCED/AFfRgVI6MTHJQ2nUis1chJw74/F+m9Jw7gvHE5RFsmcPuaPdQ56lCEwqz5s3AFtNQJITXE+QPOp0dMDx7f8jh3r7kbla4hvqf2PpXx6eOZMW8GKip7Wvfw8ayPvzXo+mMFQ0EWlC4g0hjJolMXsa91HwMSBmDUd6WVeXjjw4Q6Z3pcM/QatjRs4eXtL+P2d6UScPldfFX9FSf2PJHJmZNZUrGEL8q/CK/f1riNs/qcxZt73mRLwxbMijZyNc4Ux7Scaexq2cXTBU8zMHFgeJs4c1y3NHVPFDyBO+BmUeki1p69FqWzLypJkiQdHn+qwOv6uvWUtpdyZNaRrKhaQaR/LPP2u3jAZMAs/DwdH8tqq5nVmKl39WKIsZllERFAJa/teINHPkpnJMmcZ1K5rbWVFFMsxT2PYHXNagYmDsTpd1LQmSpAhyDZdTV1bV9jiNnCbH8rycEgQbxEqBG8MONJDIqOPqmdI2JUFf9757K7bAk9h1+CddqDbK/SOnkmfMyIqwV/HBgsmBQTAAmRJuZc/CPyp8bnEfAH0btG0lSWyXut8SD89OsRotqoY5jXD6pKWtlHUL0WX1Y6oAcR4kHvap5rPR1FKMTqrTQEvcT53OjstRCT+ZM/m8+213Ltu1o6huaZXi6f1JWeYFnFMp7a+lS3qqWB3Alc/OXFtHvbwQCBtpFERjfgU6rwh/zsay3i+NLNPC1a0ZkOugR+L+lrnmBrShQlpljMoSLuHJvFkWl9ML85QmtUs0ULtF64EGxVMPBUcLfB9ncgOpMoWy0YBCYERqXrx5MkSRJAi8PL/G219E+PxrRdh0mvC48WOuAbM86pNacD8NAXe9lWbefLUhcicSaq0NFijOeyzA4MZgvVu3eR2X8g2xYvDG+b1rM3tfv2AKA3mgj4ujrQfSdOZsRxJ6E3mohOTAKgdOsmPv3XQ1ijY5j9wL+o3tOVYjFn0FA6mpuJSU5B0Xc9+Bp5wimMPKFrev/3MegtGPQWOpw1oKo0txYBQcxNNoiPQXiCRLitgI7y6qXdto1a34RDBd8IO0ZDV8fX1lEO/PTAqxpSaXxpB6EOH8rXNaTd2XUPDbkDtLyzh0BzV4dXZ9Hj3NKAq6Cx+470OgiECNS7CKRG0PTijkM+1EDdQTkTgyqGnCgix6bj2d2CZ5/276HtrT3EnZ5PxKhUjHnRhFwBOlZUQVBFZ9ETDuPKfK+SJH2Lz3fWYbfpGT1kCJ7t25mXOIT3bVaI0oKmTebYcFu9AJspkiU5oyEIr6wq4/El+7rtr2eMgasD+7G8V4F6+eXsrOugslX7LjMqOiJMSmfgVftaOpCmINZq4MO/jMPtCzEgXRuQ4fYFOeOldRTW2vjb8f2Z0ieZWpv2cCkx0ohJryMYUlF0Xb+neyZF8uGV43/w+fdMiqTVrY0kbXY3dwtIApj0WidgWdUy9rfvP2T7WkctFr0Fo2LEG/RS76zH6XceUtTqf/Hqrld5ZuszADx55JNMzZ4aXvf2nreZWzSXWmdteNmQ5CFcseQK/AflMLfqrbgCLtwBN7WOWv656Z+H1PXwhXzMLZobDij7gj7uHH0niZZEbv7qZgB2t+xme9N2nj3qWXwhH9NyprG4fDEFjQX0ievDvjbt34EiFJnzVZIk6Wfwpwm8FrUWccWSKwipIU7seSIPDvuM19fUUE07d/sv4lHDy/Tw+fnKatGmZRi34D2oAEmUOZKseCv21ghU4IOoSJbjpLhKy6Fj0Ok5LnlU+GYZUkOM73iHLU0XMb4lmTtMWrVMRYRYdHE+iTld0xq9QS83LrmKDe5t+NJTyK3+hHnqfdw1sx/vbKzkLd1jGF4rgPThlJzxCqt3z2WqiCRz+CVgOvSJrMvvwmqwHrIc4LS3nqZC9xqkgD54GgHbSBKbr2Z8cAnGpOMI6S3osseCYuSZhmY+iYrkSKcTEdmbR4e3oitZzhxTH9bWLGSiy4Ov8DOM46/8yZ+Pzd31I6Pd5e+27qmtT1FmKwu/VoRC37j+tHu1EUmooHP3x916Cvqs51GN1UxstXGL0o7vG53VhGCIC9PjKNdrPyp8Oh0nD08l2WXDixETWl4l1dPOW3UZRJlzOUkxwKznYMwV4G7jibdP4fNIK8Mic4g3xyNJknSwq98pYH1pKya9jjcuHsXi3Q28trr8W9umRZuos3cFSmOtRvJTtO/1qEAHBjVAf3sR1QVaLr3SLRs558lXcNjaw9vUlXR1nEOhrhGXPUaO5uhLr+7KZw7sWbWCL154ilAwQEdLExvnf8CwY4+nvngffq+bzQs+pmDRp5xy5720VFfSWl3FwCOnkdrr0LQxwYD2XX1wgPaA+sYtFOx6rtsyb68Yote1ogtCxDVHoygGYqN70m4vIWqrHaWqnah1TSTMOgN15Q7ih3aN8GxpOUz1d1RQPVpe15An0K2IlWt7E9797d2am/vGHVI0S5iVrnyuehFOV/DfmLKiiRiWTMfX3VNDeEtt6JOs6Ex6DElWUm8dheoP0vre3q5t82N/xElKkvRn8MWueq58WxvwccOl95MdqbByTRU0O4nwuejdVoXLYGZvfA7RuiCx7U1URnfN0kqNMRFjMXT7DR6srCRmw7s0uVogMZl9PboeTvmCIezurgKBB4KuOgGfXTMxPEIWINDaSslFl3FjVT0PjzqXRxcrXDghj0sm5rG8qIEOT4ATn13D8YPTuPRoHZ+VfEbP2J6c0ecM9N+STua7+jYhNcSJ80/E5uv+PZ1oTqTZ08yUzCkAjEwZybx981CEQkDVziEvOo+hyUOptFfSK7YXhS2FOPwONtVvYkrWlB/4KXw3+4F+yjf+BvjX5n91C7BGGiIRqui2zKSYCIaC6NARIkSprTRcjPmb/GrXdnqdnrP6nsVX1V91a1PnrKPcXk6PmB4AvDz9ZYrbi9nbupe/r9WKlg1JGtLtN4MkSZJ0ePzhA6+1jlqqW4rQ1W4N55vb39TE2wu0TlykSWGbLx+vMHJ9WzsrramUGV3cGx/B/Go7/2hqoUOJ5uy845hxlZmtlf3Zs/I/PGl1d3uf6FVP0qOthUmZ2XxtAP6fvfeOk6JK9//f1TlNzjNMJA85Z1SCgIABFBUxYERRTKuuGBYT6K4Rcw6IAZEsCEjOOU9ghsk5dk/nVPX7o4Ye2sHVvff+7nfd2+99+Vq6+lTVOdXzqqrzOc/zeQSBn01n2aqfS6poRdl6brdKx9vl31Bf/DFPDnmS1LBUjtUdY1ftQWj1zStRKTG7zdw5Kos7R2bCC7LpvLfqGLetvxmz18p3Xi8byo/AjK+C+rHwwEK+zfuWkSkjeW/se+0enlXWWpCtaVGo5JeAo84sdnnuBBvcYnWRlDYU5h0nW/SS7bZCbQ5Iflg1E4DkIfcxze7F7DcwfaOWl9LM9O4QGXSed7cV8uORCmYNTef2kb+fHnn9oFTqrW6cXj9zLws2rB+cOJhiSzHJxmTu7XMv3WK6UVkbiavyOvSR+0jVj0ITMZxjFjOcu4+/aj7nHsUWtnVIplKhIlEdzl9HPI+7LoehJ1bwkUqONFJL8I/+jxJviIfldwVEV6uk5XDKnTyzWv4bqbe6uWt0FiT3Bb+P6B7TualsPyhN8OWVMPUtiA6lgIYI8X8Zn1/kQHETZoeX6taIHq9f5N6vj9Hs8BCmU2F1tU1YW41MgkRXgFuHpXHHqCyyk8NpOHOEY999isnfFjnpESUGv7SFOE8m0zkBgHRBkSzR13YOtUbHD8/Pp8uwUfS9XLYIOLDqB0T/BRNn0U9UUgozX3qNbV9+TEN5GaLfx4GVyyg/Iz97Tm3dyO1vfUxEfFtRwZpzBSx/8WkkSeK6p19sJ8y22ILFRQC1PoKWYa37Nx0hMrojQ/o/jt1ejWFIFPZftqK5sxMVc+dSVVuLtls3wuf3pcVWimblcWq2vEDis88EHdNdWEjVE39FGRFByhuvo4yIuPgPdP66KwVibs3GeaIBfd+4gOgKoEkNQ1ArkHwiYWPTUMcb0PeIpfofbV67YRPSsW5sK8qCLzjKNWxCOgqdEm+lHcfhNk9XZayO8MvTceY04qu2B7YrjCo5mlYC+4Fqkp4YjCpSjtAKH5OGeV0RCoMKy/pifAMSMA1L/qfjCxEixH8+7nPncJeUUl/aNhfZVdDAkTLZg1qjFOhsqeSF/Z/iUyjYn9qX7NoC9F43N098BpdKS5RBzeReyfRPj+ZMpYVHlp3A5vZREpHEFz2uYP6hJcz76Rx7E3Xo1Apc3la/cK+vXX8iDWpe+ikXpVLgpat7EmnQYN38C8r8HJKAqUV7WBybDsAzU7K5bXgGo/4u28gcLC9iz88vBcTQOkcdDw14KHBsSZKYu2Uuuyp3cX3X63l66NNB53b5XO1EV4AGl/yuv7FkIwtHLWRy1mR6x/ZGp9JRbi2n3llPsaWYv+39GwICN2ffTE5jDhISz+19jm5TugVZiUmSxEsHXuJA9QHm9Z/H+PTxv/s7zekzBwkJk8bE1I5Tg74blDiIvVV7yY7JZlb3WfSJ6xMklI7uMJrTDaeDhNYL/90pshN39rqTEksJq8+tptpeDcjBKX+/5O8oBAUL9y8MOmdWRBavHn4VgPfHvc/IlJH0iOlBelg6Pxf/TIWtghZPC/O2zuOFES8Qof3nz9MQIUKECPHH+Y8WXqtt1UxbMw27185MSwtjtEYaO/RlsOl2TlNJgtBMqSeJgYqz6FtFN3x+0IBPEDArtFxlswN2qDlFtN/NZX4zD3ceBJU7AejrcjHelEmm6wRe4OnqSm5IS6cJH1UqgavSw7nVIvBIsxmHYOSnyx5kReHXAGgOa3jj0jfoYOxIkjGZansVcfpYru1yHSa1ibeOvoVRbWT2hIUoj3yBv/cMXMXyvnaFAuyN7cZ83r92d+Vumt3NgYjM4gY7P52s4p6+t7K0wIHD48PaNAKVQmBCj0RWHKtkVOdY4sN0NDob+bLgezIjMrmm8zWQ2At2vd52khPfcDz6Cm6ouAYPanbk18vCa/UJWPcIvog0Fh+9EjcaFq7PZfaIjN9dPVUrFUzqlUi1xYVBE+wr9NSQp7iuy3WkmFICnksar4W17mV0qyul2tjIuiEzOFZmRqVQohS1CAr4qrqWAyPmYEq9nReWV5AcMZjxESd5pKKATUYDN1ms9D2wipYuM3E4FSQCIgLOiC5ENp0gR/sRVVIMHx+YC/1mgCkBfnoYinZAxgg4s1Lu4J43ZfE1RIgQ/2d5bPlJVh6rDHxOitBx87B03vpFTm10efxB7X/lNBDgcKmZyb1dVDQ5Uab0oCYsg07mHCRAodayNWIYXoWaKl0SYmInFDWFFz1Oeu9+lBw/gtthpzznFJn9BhIWHUNG3/40VpSh0mpJyOzEkKtnUHBwL2WnT9Bx4BBqiwpRaTSEx8UHhFdRFPE4HUHHP3d4P26HLCAWHj4QEF4lvx/zD8uJUvqIzOyIzVGNz+cEJCLDs2g2n0WS/CTE9QfAumod7nOFGGbPJuKqq/Db7Pga5Amzu6CApBdFIsvPoXT6aYnaQOKzzyD5/dQsWIArJxdVXCyuM/IimWXdOqJvuul3fytNajiS2486Vh+8PcUkR5t6/Kgu+E5pUCGaZYFcFaVFEaZGtAZnZqjidERM6YjjSC2eChumoUlB3/sbXIg2L77GCxZt1QpUiUY852TRwN/sxnmmAX2PWFznzJjXnEMZrcNTYgERzJU2jAMTENQh770QIf6v4jh2jNKbbwGfj34I3N73CvyDhuNLCiO/sBKD10WdMZq+dQUoJRGlX2RAxWlMPhdeQYmqNSui2eGlzuriVIUZvejl1bKfmBs3Dr9CSbkpjs3jb8HmkBeBfD4xYCvgF4P7Y1AruaJnIl8fkLMyksJ1PD0lG7F3XxTh4fhtNiq79ueFq3pSZ3XxwfYiOsYbuffSjmzLq+P64fG8kdv2fGx2Nwcdv9ndzK7KXQCsK1oXJLyebjjN3qq93NHzDlYWrsTlc+HwOTCpTfSN78vuyt1c2elKAEpbSvk+/3sGJw4ORLMu2LsAAAmJdUXryIjIoNhSTIOrgaO1R7ki6wp2V+5m8dHFZEZksr54PQCLjy7+Q8KrSWPi8ozL8fg97aJ43xnzDkWWIjIiMgIWch1MbdZtjc5GxqeP5/v871EKSvxS2zW6p/c9ZIZn8vaxt+kd25tYfWxAePVLfraWbaVXbK+A9YCAQGZEZsBOAODTk5/SK7YXepWeJ3Y9wTnLOXrE9GBbuSyI/1jwI7f3vP13xxgiRIgQIf4Y/9HCa4WtArtXnhjuNOipUCuh4RSXJR1jX8RbRLirOdvpdt71TKbGcgiXuQZv9dUo4suxW5P53m6ht+YLhMRe7DmZy4ijj1KqVrG1gxxxEqXU84+uM5letZaWxHjG2B28ZerFI8Nn8/Qe+cVAFASWRoSRV3srexPPIhQuDfRvS9kWblw1j4MHJ9Ih+hGWz+5B11j5ofvmkTf59PSnAHyli+Krm74lIyKDtzsO45dDbzPVq4BLF7Qb88xuM/n89OeMTx9PFCq5ErUgcOtnBylrchBmtPD0daMZk3YJp8slEsN1dE8K56VreqG3lYHPyaKDi9hYshGAXTmQrMtmes+bSGsuw3tqGfdGajijPUxGYhJu7wSm9GmNwNnxd6g8jKryMHfEd+W9ul4MyYr+QykrOVUtXPXubrx+ibmXdeSxCd0C3wmCQNforkHts4xuEEppUQgs0VYTqf6eg089iE6lpsU6BAq/Jd6UwNTe1zH3m6MU1dvp3riF3L6pDNSOYVblOtSCn70Rabz++SEKSm/gDn0yDwjfEt9yijjkYiadhBpesT8Drz8HN/0AR1sjjIt2gEINoheS+/3u+EKECPGfTW51cBphtcXF0v1lTOyZyOrjVZh0KoZ1jKHa4uJ0pQWvXwoUIgEwapT4RIlLusQx5rXtODx+tCoF3siR5GnSuDpLQ1lMD07nmBEkkUjBw5SH/squfzyJtbF9qnvpqeMoVW2P+CWPP4Bap8Pe3MzoWbfTb+JUVGo11sYG1r7xMpIocmLzBoZcM4MRM2bhdtiRRIn60iJ6jZ1AXHpwVH+XYaM4tXWT/O+BQxA9HhQaDc1Ll1K7cBEAGdOnEzF1FgzMxGavIi6mNwB+ixlcPhznjlI9fz4AzqPH0HbqSNjkKSQ+8wzN33yD++xZPGfPotLpQK8hevZsAByHj2D+YTkAmswMEAQErRZ9n75/6LdqXJKDu9CMIkxN4l8GodC2CZnK8H/u221ZX0Ls7J4oI7RIbj/eWjveajvGwYn4Gpw4T8qisXVPJWHjUrH+Uh7Y111sxvKTbJujjNXjb3AGRNe2vuViGJiAaPfiN7vxm92oYnX4GlxyATBVyHsvxJ8bQRA+A6YAdZIk9fy99iGCcRcWQmtmgxKJ647/BMd/ImL+08zY9gYap53iW+5n65hJ2OznqLV7+arbBIbW5bE/oTs2jZyuP657Ak+uOMW2/HoG1eTw/P7NvB1+mpIufUm8airdn3+b8V4vS7pdjuLWO4k2ali8tW2h73zWhsPrZ+mBtvvcJ7uLOV5u5nBpM8NufIlPb+zNy4nxANy39AjrT9UAkB5tYMV9w4kxaYmPXcTS3KWkhqXyYP8Hg8YbpY1iUuYkNpds5oauN2Bz+zBpVdi9du7YeAcOn4MUUwoP9X+Iy1Iv42jdUTpHdSY1LBW7106jsxGv6OXxnY+T05jD0tylTMmaQseIjkzvPB2H18GGkg00uZpocjVhVBlJj0hnRMoIAF4/8joFzQXkNuUSp4+j3lnPoMRBf+i32la2jXnb5gHw/PDn5WCWVtRKdbu5zYURpmcaz3BVx6vYNmMbakFNraOWHRU76B7TnZEpI5mxdgaVtkoqbZXM7DaTekc9NQ752iLBTetvotZRS4w2hkZ3I0WWoqBzHa47zIQfJ7Bo5CJ2VsjBRAaV/LehFJR0j+7+h8YYIkSIECH+GP/RwuvAhIHM6j6LvMr99LSa+UKSJ0Rvn/qIzxIUvFmnZZD1EG/d+warC+38dHYTD9afwmE3Y/AeRh3ZFff95dj8Kn5a9CQj1JDs89FdFUGuz8JlmZNo7nY1LaXfALDVaODZjr15vtNV9IztyV83/ZU8Zx7phrFsFnpiipAjJJUo8beWzMi1HECUJlLW6KOyQU3X1kKgF/oYNbuaefXwq7wz9h2GJg1l6JVDf3PM8/rPY17/ebDpaXg5FTJGwc2r8PpFwIeU/A4vHrDyXX4nVl61MrCffvsC2LsYorPQ9hkX2L7qWC2iS8M72yA7+Rri0w9xxC8LDNqE3WTHNqPSdAKMkDoY8taB2siDM69mqpRMx7g/VhW0vNmBt1WAKKq3/05rwBQPEam8p7SxNCIMzn5DUnxPpnacSrg+hk2OLvxydiXXWYsZk3kl3jOHeVe9GHKgZfBD3O/9gGhfHXOm3UbZh/uxYOIN5xXcE7YGrdhCO6lY8kH+BkjqI0f2dp8CIx4Ct1W2IAgRIsT/af42tQevbcrH6vJyrt6OT5SotjhZfVyOcGx2eLl1WAYdog28vD6X0iYHoiiSX2vDL0o8Nbk71w3owCPLTuBojY71+kUkQYk1oSvX3jaC2Z8dAEASFIxr3kFq5GXc8o+3ObjmRw6vXo5Ko0Wl1eJssYAk4fd6ERQKJFHE7bAHIlRLTx5jUGuhLKVKhUKpxC+KSKLI/h+/Y/DV16E1GJkwZ95vjjcuLYM5Hy7BlZ9P6U230OT1kvbRh0jetkhQy48/YvnxR9I+/4yEYbLHgLuggJIbZyI6HMTef7+8wiVJOI8fx3nsGOblP4JKRcTUqbjPytE5ksuFtmtXFAb5uajJyEAZGYnfbMY0ZgxRM2Yg6PWo4+P/0G/lq5d/E9Hqlf1etf88gtTQLx5LlSyYii0emlcUkHB/PzCqEdQKnKcbaF5ZiGlYEsoILX6LG9Hiwb63GsOIZFzH6zEOTcJ/YZSs9Fsxz+A81UDEFZm48ppQGNRE39IDyeZFnWIMee+F+E/gC+Ad4KvfaRfiIkRMnYrz8GGcuXn4rVb81XKkY9PLi9C0RrP2rjnLFYvn0hhWg3bPQeZ7cinUiCyNSKF7Yhhr7h/BqaoWpr23F4CCyFTc0XFkNlUzeOQM1HoHVa338pl5mzG1DCbjmpu4tFscd315hEa7hz6pERxvLQIsAXq1EqdXPv+JCjMA+2rdVCkMnDcQM2rapp2lTQ4+3V3M4xO7MTlrMpOzJl90vIIg8PfRf4fRcM+Sw/T8YSPT+3dgwdVZgSjQKlsVz+59lktTL+XtMW8H9n1q91NsKdtCv/h+aC+otHs+OxBgZPJItEotbr+c1WBUG0kyJiG13qP7xPWhoLmAOH0cSyYtwea10SWqvef5xShtabOlKWkp+d32vWJ7BYppASw8uJDuMd3pG9+XCF0ER+qO8HXO15xrPsew5GHkNslFNb/J+4Y5veewpmgNEZoI7u93P5NWTALA5rW1i5g9j91rp9ZRS5IxiWp7NVd3upqRKSNRK9UBH9gQIUKECPE/w3+08CoIAlNSZ7P22C/kq5pIbMmiKqISlG5alErej01g0IgnqHPU8cyeZ5CQOOX3YzMq0etFllduZNvL17BX15Nf1GNI89XRX1/HQzUF3BdjZHXhSnrYglNi1p5by7zs2ZxYO5fFJQcxihL/0CUy/65xvJOzlSP1e4jRx1DnlCskD44dw16Nks4JYQzOjAkc5/aet/Nz8c+BCpznVx6P1h7lw5MfMihxEHf2uvOi4662VXN/2UpcHZJ4o3I/XaxVfHrrIJYdLWRVkxO/BPXOejj8OWx7CTqOherj8s5NRczXd6WLdQ2xPg0vufTYsONES17jWcoj2qK6zB4Le6v28uqhdzh1bBI+sTdfX/szaWnpaMOT+fVa6arCVawoWMH49PHcnH1z0Hfjuidwx8hMypocPDFRjna1OLy8s62AuDAtd43KkiecXicc/gxMCTTN3kPusvsBue/heRvg55doGXoPj51+ExGRfb4d7NIe4NIp14AcxIvLbuXJmyaTEStXLP1olI03T33CEV843zZlc5uwH4A12niiBSsjXU4kQMi+Eia8BLYaiEiVBYMQIUKEAIZ1jMHjl4XU84gXaGtjusUxID2KB787zk+nqtvt//y6HOavPM2AtMjAtpRIHeXNLhpsHm765ABqqc1bz+n2UXTkID+5UynbcpxOkoTX7WL83ffTXF3FwdU/oNbqcNmsAGiNJiLi4jHXVtOn1e8VwBARyfi7HuDn92Q7GZ0pDLVGi+hyUfvSS/jNFhKemo86sc3r7kJqnn8B0SJPvq2bfyH+0UeQfH6sW7fgOiFbFbjPnaP2H/9AtNsJv2Iyok2+Rp6SErQ9snHn5oFSCR6PLEh6vdj37G47iSDgzs+n9qWXcOWcwbr5FyKvu47wSRPR9+rVrk/eujqqn3kWhUZD4oK/oYqJCfo+6trOWHdVou8ejTJCnow7jtXhLm0hbGRKwGbAVdiMp9yGcVACnloHzvOerYJA7dvHUEVqkVQCrhPyoq4rp5G4uX1p+PQ0ktOH5BUxdIsianIWgkLA1+zEfqgGf6MLf6ProtcTQJNqwjQkCX33aAStSo7I/WOacogQ/7MsiJgJLATSgDJgPgss3/x3DilJ0k5BEDL+B3r3fxKFTkfF9NtwzbkDk9vOgaTejK4+ibJVdFWEhxNz+2wcR45Q9+prnC992AP4oOgUt14+n+z568gySqgVarwiZOklDoSlM7qpnur3PqDx+tmcd/RWImH7ZimVAwez4r2VOLVZoNEjIPD5bQNZtCGPgjobyguC8cd2i2dbfj2ju8SR2fquDfDcVT3YmldHo122d+udIkd4birZxPKzy5mcNZmrOl110XEfrTnFbtejGDJ1rD41m9dm9OHdse+y9txaVp9bDUCDo4HFRxfzY8GPTO88nd2V8nPkWN0xHhv4BKcbT6NX6WnxtM1l9lTtCaTkA9Q569hStoVIbSS7KnYRrYvm3bHv0ju2N5G6yHb9+vjkx+yu3M2N3W9kYsbEoO+u63od5yzncPvd3NbjNkAWiT8//Tk9YntwdaerATC7zCwvWE736O58fPnH3L35buxeO0pByRenv6DcVs71Xa9n4YGFgT7f2PVGbup+E0tz5UxKm9fGkklL5LoVwLRO01hdtDogKF8MpaBkdIfRXNXpKixuS5CnbYgQIUKE+J/lP1p4BXhl+zosOjn1oos+l2pvGijlydMlghHWPYwnaQRGtQmb18r59wanQsEmo55dhmKO6qqJl3azzpjFZRYPW20+/IKcZFOSt4qk2A5U++TJ7eUZlzP7p5mUSDaSUhL4ubyKXopiBmZE80XGB7h8LvZU7eG5vc/ROaozb415FsOU9lU6VQoVS65YwmenPiPeEM/13a4H4IX9L1BoLmRv1V7GpI4hK7L9iuSGkg2cVSsABSvSe/LX8A5kRypYkNyfUWWvsqlkE9M7XQNfzwRHI5z8DiYsgn3vQuogWra/yCexBloUEveHLeWO8kPUEMP7Xd7ljC6NAmsZCYYE6hx1SEjYrQkUNdhR42Njvp27ug2gsM7KovV5ZMUZeXJSd34qXscze+SiKMfqjjEhY0Lg5QBAqRB4Zkp20Dj+sSmPr/eXAZASaWBy7yTY+iKVh97nrsR4mo79nbrqW1BoOjE5K5pdRa/xuVrNoP2LEE3yZNqqVOAv3ELM0HtxjXuOvIJSbjoyHO/xnay4bzg9tfVUHZzLkTjZC/es0kGlrQs/6ZS8HWUHdDxbZ6EgLIN9x17hBpf8ogPgFb08u+dZzpnPMX/IfPrG9/3X/jhDhAjxH0NZk52TFe0LfIAcCXSy3Mykt3YSH667aJvzhUuOlJlJCtfSu0MkG3PaijOVNDoI18uPbJ3fSYrSybaWcD48WAKx45jk99HJUUxkQhLdR17KkGuuw+tys/Lvz9NcXcmk+x4ms9/Ai567xyVj0Bj0lJ8+yeCrZwBgWbMmkM6vjI4m6bkF7fYT3W6cR44EPoddcQWCRkPsPXcTed211L/xJsrYGDwVlbhz5MgcX10t+oED8Dc0IqhUuE+fCewvhIUhWa0oo6MJu/xympd8jSIiAsnjQXI6UaemYlkhZ2o0ff01MbNvQ5Ik6l97DXdBIXGPPoI6KYmiqVcGxGB1aioJjz8W1G9d5yh0naMCn711DpqW5YME3ho78XP64Gt00vDZGRAlWjaWtO0syEVWfJU2vJU2uZz3eSSw/FRM7G09sB2sxnW6kYZPz2AcnEjUtM6YV51rL7galOAIjkTymd3Uf3qKmBu7BWwQnKcbaPmlDG2nSCKnhCKRQvwvIIuuHwPnX1LTgY9ZEMF/V3wN8V9HkiQOf/AVlznkwI+htbk0a8OIcVtlL3CjkfIH5mEdOhqDShWwJQAweZ0MqMnjlryNdLA3YI5JQt2hA/sUsXhaVwpVHjdrj5RzizEMjV2e28RNvJzKWTO5yWmjd0wWj4+6D4DLuiVwWbcEXF4/3x4s443NZ7m0azxvXt8XhaJ9cIJBo2LDg6P4aFcRfVMjmdhL9sJ+avdTuPwuDtYcZELGBHSq9s/JNUU/otDIxaWG9Zb91IckDWFI0hB6x/XmWN0xru96PTdvkAM7Pj71MQ/3f5ileUu5LGUir+75GknrxevxkhaWRpm1DKWg5PouN7ChZCPN7oaAlYCAQFlLGXXOOuqcdZxuOM2olFEcrjnMJ6c+YUjSEGb3nM1bR9/ik1OfAJDblNtOeDWqjbww4oWgbQv2LmBf9T7Ihy5RXciOyeaZvc+wvXw7AHqVHqdPzsq4pMMlbCnfAsDiI4uDjrPs7DKWXrEUvUrPweqDfJ37NWvOrWHVVasoaC7gh4IfgtpHa6Ox++xBQmyUNoo5v8xhXr95jEuXsx0tbgtP7noSm9fGiyNeJC08rd1vESJEiBAh/nX+Y4XXN468wY/5q6hvSCLRKNGshCK1GkFVi8qrZao5guURlWwPE3izaDX/EBJZH+VmvcmIIElIgsD7kRF4FLIUWyc4wXGGt3TJ/K3azn69Dj8CN1ltKO2DuPyO++gQHk+kLpIhS+SiIQ1KJbW6NIxDZlBndREfpkOn0jE2bSxj08b+7hiMaiMP9H8gaFtWRBaF5kIitBFE66Lx+ERqW1x0iNIHUhCHJA3BoDLgFb2MvOxFUCjwil4W7F3AuaZ8pnWaRsbJlZz1ttAFIKYj/gGz2WS6hs7+Aj6q24lZKU/2PlHWsD0pjseamnlB9yPek7v5Mjaet5AFgTGpY7it02z2FbzN9crV3HK6EFpGsth1D3VlJdxdtBTHWZFlKcGi6oNbH+TLSV/i9yvJqW4hOykc/a+Kapm06rZ/61r/VP0ethoMlKvVIDnRRh7HVXMNmckePnWFAVCEElqtHARAROLDI4t531VMhLILdi4Fv8jcb46yYno4iV5v4Dfv4POS4jqLQhsORAJQrYZv9c1glS0fzguv+6r2sa5oHQDvHX+Pjy7/6Hd/0xAhQvxnkVPVwtxvjlLZ7PzNNk6vH6fXT4PdS0GdHYNGgcMj/mb76hY31Tm1qJVCwIIFoMXp46krunF1z1iiwq7ixQ1nAXnyXadLZGTvTMpUsSQBSpUapUnNjc///Q+No/OgYXQeNCzwWZORAQoFiCLajrLQ562tQ2kyojDKEUwKrRbjyJHYd+/GNHYshj6yh6v1l1+of+89tFlZhA25gvI775IPKgiEjRuHOjkZT3ExDR982NYBvx/JKk/yNenptKxZC4BotYIoX6u0r5dQ+cADciStx0PhuPHEzp1L4yeyH7p9/35M48YGRFeApq++wjh8OKaRI3AXFiJotWhSU4PGLqgUsoDqlwJCpyRKwSHL569LenjAqkDuYHAbT7GFxq9yEN1+8Mn9th+pRZMWjuS9yG/uaJ/+6W9w4W9w4ThZj2mo7KFu3lCMv9GFt0b2k1XHt1+wDRHif5iFtImu5zG0bg8Jr//LSH4/VU/8laZde/CHZciZWIBa9BHjtlKjjwSdgcTqKvKi0viLMJihA0w8feBLef/W9nedWUecS75HRjZWQ2M1XbsPZGGnS8hoqaFZa2JD5lDyB17Gjzd0RxUTg+hy0/iR/I4b6zSTGKZhdp9YLE4vEXo1OrWS2SMymT0i82JdDyI+XMfTk4PnBJkRmeQ25ZJiSkGj1OD0+DE7PSRFtBU5HN1hNKsLV6NT6Xhm3FRAFgmf3vM0DQ4zN2fP5OOTHwfaD0kcwg3dbiDJlER1TTJ+YU0guKbcKnvS+iU/ZWW9KDvRjdi0n6lnDwCzus+iV2wvDtceBuD9E+9T66hlT+Ue+f+r9rC+eD119rrA+Zw+J49sf4TXL30di9tCSUsJPWN6olT8am7TWiRYKSjRq+TxeUVv0HEA1Ao1cYa4tu3+4HcMv+TnuX3PkduUS6Q2EoAWTwsPbXuIWdmz2l33JndTu20NrgYaXA0sPrY4ILyuK1oXKGb2Vc5XQcXMQoQIESLEf53/SOG1xFLCZ6c/A0AT0YS/YjyzDFqWRP4M+BFULpr0dko0akpQs9Vg4BpbNa9pk1ojWWU0ksBEq43NRiNOlKAQaXRHcnDkvXxqzODefWu5M7KFgvoeXK1IIUovP0wf7ruIT3e+xg22Ol4Ns7Kp5GFUZ/qy4/bPCNepL9blP8yiUYu4suOVdInqgkEVzrT393C6soUbBqXy8nR50tsjpge/XPcLftEfSIvZU7kn4Gl05tAiXkbA2yGJWywt3H/JEzy49hs2H1dzlZhP79RINiC/BDgEiZM6LW8lpvJ6TQlRwECrGVVYIj7gktRLOOfagiL+B34AdoYnsapsD6+K+1BpRBSCBBYY6I7jaEw0gsqMoBA53XiaCmsFjyytJq+8lkEpOpY8cEXQWB8Z34W0aANxYVo6J3txet0cTb+Xvj4/US27cAJPT7iJHtGD0OnNfFsm+yINThvDnur9eL1+5jeZUemjWYM8obdIZ4mPtlPXFEFpo4OvdlbycNqlfNWUS4OznjEO+cXmxhYr+THZlLd4uM1Szn69jlM6LQMSBoCtDva/R6fIDoRpwrB6rPRLCBXYChHi/yLPrDpNcUObL7UAqJXgaa+nBXBfTIC7CFf3SSFCr+JcvZ1tZ+UCWmVNTuKi5fTMh8d3YfXxShxWK1Guep6tvgzpgz3MG9+Nh8b9MQ+638I4eDCZPy7Hb2nBOHQIzd8vo2bBApRRUWT+sAx1SgoAqR9+gK+uDlVCQmDfmhdfwldTgzsnl5Z1PwW263r2RHS6KJ42Hfx+VGkXRNK0er0CqFKScR47Jm8/L/5264YmPh534bnALpLbTf3ixUGfrT+tDx6Iz4d182b8zU1UPfY4qFSkff4ZxkFtxVFU0Tri7u6Np9yKvns0frsXJAgbl4bzRD2+eie6HjGEXdIBTZKJpuVncZ6oR2FUo4zT4S2zysKtT0KTFoanTH7eqOL0skjrl2heVYBxcBJ+pw9f9a98zNWCPP4LxHhBrUCTGo79SC2+BieaFBPORhfKSG3AHiFEiP+f+a1Qt1AI3P8D7Hv20LJuHSpgnKWZv/efwSCdl8v2ylkAiU4zHrds49KtuYzsphL2JPYMCK7nZzdqv5eSsASSHE2o/V5AoDo6mWe7KGia9T5lC1/l/hMr+KznFBTpGSiVCpQRUDfnL+Sv3si6zBE8vu41Oi8p5bP+V/DwN6/9t8f2yYRPOFp7lD5xfWi2e7nynT1Ump08MbEb917aEYAxaWPYOmMraoU6IF6uLlwdiBR9YtfxoGPe0/seZm+cTU5jDmopCq2vC17NQYCAtUCSMYmD+X6Q1JibU9EbQCEoGJ06mp0VO4MsCNafW49LbMtYyGvKazeOzaWbsbgszFg3gyp7FePTxvP6Za8HtXl++PMMSBhA58jOaJVabB4bkzMno1Fo2F25G6PayIJhC+ge050aew3Lzy7HL/mZlDWJjcUb8Ut+JFEizhgX8Hg1u82Y1CZsXhsnG06yq2IXQxKHkNOYg9VrDTr/hRmL5xmQMAAaCuHol/SITUetUOMTfaFMvhAhQoT4H+RPL7x6RS+bSzaTGpZKrzjZ6y1GH4NaUuIV/CBJjFeUM2Diuwi1fSjLeYYrbTY+ipQnroIksV+nZXFUFJ2julJoLaCj20OEqxvzrXvo6vWywGNivP+v3MKzvBl3hvllOezxqtgfKafvpEX9QkfdVfDzIhzmIpypQ6iwTmCy6y3eSooEwGc4TnFTAxsrl6BT6ri3z73UOGpweB3tqlr+MzRKDZekXgJAeZOD05WyT9GWvLqgdmGasKDPHSM6YpDA0frm5W194B6KTeOJ+j3ss20jMlPFrbUV9Knx0PnSRzBHJLHo+NtYFdBRncCDBaN4VZVHH7eF1eVV2GOz6N55Go/taEvjrFWr+So8m/sscvqoDyVKJApaBmA3D8UQuxdD4iaGJw/DJ/qpq9vPLu2bRDdY8R97D2W/mW1jVSmYOSSNBXsX8MihHwlXZFJ1ZjaP6Sys694Hzfj56MJT4JsZSOUHWdRjHt5eo7k8azjCukfh6OcgiXDFawy0O6gs/ZQkRWc6JXdifVM9SvzcWfwXEJz0VEeg6jIVotMgKhOjy0z58Z7sr7DzgOIY8/WFPKrI5VD1IdasuhVvzQkcCgU/XvkZ5qhUuseEqn+GCPGfzqkKC0UNNib1TELTWl1epw6uMj8+O4EnJ3Vl4lu7cfsuLrCG69VYHF5EZL1OpRDwtEa2TshOCFgM/HC0ApC9Xs8zvGMMa09Usfp4JckRelIi9SirDlOjT8avkB/puwrq6RRvYkd+PbcOz6BrnI664iLi0jPQ6PT8UXTd2+5rtu3b5YJdTU04T50KCK+CUok6KSloP1V8PL6amnbHMw4ZQtWjjwYEVl9ZGZqsLGLuvouG997HW1YGKhXOVlsCuZH8nI1/5GH8NjuS/Vei5QVptAAKkyngIauMigKlkrBJkzAvXRpoX/3XJ+m48WcEVdsrkDY9HASoffMokl8CJBBBlWgg8ppOmIYkYT9SS8Mnp1DG6gm7PA3ToCT8Ng/1H55EcvlRxemJuLIj9R+cBL+Irkc0tp1VclSsT8K+t0q+rn1iQQRD3zhZhFUpaPm5RO5zjA5BpcBX66Dph3x8NXKRFW3XKOLn9kUVqw9E5YYI8f8zZcj2AhfbHuL/R/w2O9ZfNqPv1QttR1l41KQF690ZuLj0xfmUvK4nY50cgKxu9Xn1oODas1t52rIETUYG3pISfAjkpnSnV2UOkV4HYv9B/CVxHD1KTnDHnjWwB2r2HmD6OTnaMTs9lormK/loRxF+i4VrPC7WZQ7HojXSvVkuGtU3bz/2qmpaPvwQTVoaMXfcjrugAEGtlrMm/iDhmnAuTb0UgD2FDVSa5SCILbm1AeEVIEoXFbRf95juIClACH7WdonqwsKDCyk0FwLgFZrBcJD7+tyHw+vgi5wvAIjURlIW/g0K9wQEpfxsGZQ4iKFJQ3nj8BvBnfyVc4JKUOFr9V3XK/WIiEzrPI2j9Uepssv3+s1lmzlUc4hBiW0LfSaNiZu638SdG+/kQM0BIrWRmN1mjCojU7Km8FD/h0CAuzfdTZWtims6XcPlGZczKHEQTY4mdlftRhAEnhn6DJ+d/ozDtYfpFNkJjVJDTmMOAGuL5IyRtLA0hicPp0dMDzQqDVqllrePvh0QXYcmDeV43XHWnlvL+BPrKHRUY0LB2pnrcOtMF7WzCxEiRIgQ/zX+9MLrq4de5Zu8b1AKSr6b8h3dorsRpgljpu868j2fM8DtptkWw7KtB/hw7o1Y9T5UZ5bzhCBHzUiCwHqTEQSBRmsBB0vK0UkSq/yZZKolbk6K56RW4uYuBaTttiEJ8gTY5WlBp43AJXoZFh0Ob2TjlnxM7ZBMXeFp1MmwwDGOq10nWKv1oXCM4p0jH7O/Sfbc8fg9fJP3DV7Ry3PDn2Na52n/8tg7ROm5YVAqW/LqeGBMp3/aNjU8ldW9Hmbp/pc5ZopAGdeNZo+F+/s/zIs7nwDAp/RxS3IiV9jsPHRwPZVCAqtclVSplPRxlyGp91EsJRCPhTSfDyQteJ1My7iCjSUbkZCQ/Gp2cDMTNZ/jlRS8qrqL081qqpGLm5hcl3Jw1kvsqdzDdeuuRcqSOFXrZYxDwp+/Hi4QXs9zfjW7RSxmlGYf97EccpH/egffA0XbEYCUo18z6UBv9s/cSvyRT9sOsPs1/mJ18KjoJUooYY+/Eo9iEtsUmVQpVXQVAa8VziyDYfdDfzlFZ5y/iP1luXTV26iv+ZmqBDnl53OxgcI4eTy2mr3c22nBv/zbhQgR4s9FYZ2Vae/vweuX2DeoMZBh8PD4Luw5ty/QblNOLfPGdmbLI5fw5MpTnKqwYHZ6g47V7Gj7LEqQFKmntFEW2A6WNHF5djybctoW03ytoqxBo+TtrYXkVLcEHU8T3YerPUcplDz4BDWiCPO+PYYoweHSZu6xrqcyL4e4jCxufvmtgC3Nv0L0bbfhys9Dk5qGceTIf9q2w7vvUHLTLHxVVWg7dkT0eDD07o3fbguIrufxVFRQ/867+CoqWgfrw1dU1O6YyoQEJI8bdVqaLNACCALa7GzcZ8+i6dQJT25uQHQFSHrxBUyXXkrx1dfgLigIbPdWVuJrbEKdEFyxyn3O3M4OwFfjwLyqEH12DLZ9VUgeEV+VHWuVHX+jC3eRBcklix2+eicNX5wJWAzYtlde9Pq4TjSgDNegvbIjhh6x+CxubHuqEK0e/GY3tP7e50XX831T39bjv/TbhQjxX2Q+wR6vAI7W7f9lBEH4FrgUiBUEoQL4myRJn/7zvf5vUfnoI9h37ERhMNBx8yZUMTFoMjJQxMQgNjbiAypELV9vOsXCV5+hOD0Wz7YtiDly0IMGkcF1+QB4K+QoTRUSFbooMjQGPuh5JUmOJqYPyyK39FTgvHUWdyD7QEhKZsyrO4h0tfDp5pfR+z38HXj38vs43qEn2VV57Oo1hrBnXsC4ZxsA/hYLjR99DAoFaZ98jHHYMP5VBmZEMbZbPGeqWrjnko7/tO2gxEHclPIuS/O+ICKygfRoI26/myeHPMntP9/erv0PZ39AlNru8blNuajDQR3e5jUepY3C4XVwdaeryTmYE9jeMaIj5yzn0Kl0iJIYVKCre0x3vpz0JcvylzFv6zwEhIC4uatiV5DwCuDwOjhQcwCQo1UB7D47KwtXEm+IJz08nfxm+fdbXrCcdUXreHzw4+yqkkVxSZJ45dArlLXIz8LzAvOvKbeWU2YtY0DiAG7sdiMA+U35fJf/HRHaCPZX7w+0fUurIEcvC9svN+cwufsNv3ndQ4QIESLEv86fXnitc8iTU7/kp9HZCIBP9OHsAfvP6tlv1BMfvpMY/w7qKhKIH3Izzn4zueWb0XxK8ORViZoGVQqvRHo5pfOgtJg4rpOF1q8KljNv9LPMPfkxNR4Lc/WZtAz7C2cVfo4c+5RZCTHcYmmh7oIImm0OI9dlfYnnWCUOj58dtl1oW7MxWzwtAU+fk/Un24TXoh1w5HPofiX0vLgYW97k4JfcWi7pEheY/J/H4ragUqgwqo1B250+J6ZeM3h0wK9eRHLW4HNb4YJ+79XreKU+j62mKu7vkERHj5cBLhfnNBqKVWr+1mCgpxCG7rL5KF/twjDRx51ZT/PuWTcdPX6eU71PllCK2OUKtp5OIowW3lW/iQKJplEv8PDWxyi05AdefnYbk8m2N/FmxTBe8IuolcERZLf3uItXDryDz9YNizcZUatAgQhhiayoCGeokECyVEuWUEU/8qk7URMoAC0BW/xWTFoPQ12yofwIZQ6SqYiDCYlcSwzXVfTiWd9eeYf8DTDhJQDuHJVFQriOX77fTX/JRVe3hxKdnv5ZEyhsraDqN8Ze9DcKESLEfxYNNk/Ab7WmpS3dMEynQiEEW30uXJ/LN3cN5ZNbB7L8cDlPrTrz68OREaOnpFGO6tGp2u55zQ4v4Xo1fTpEkFPdggJ45PIuIIHHL/LM6vbH8oiwUjOA20Zk8PGuYo6Vm9GoFHh8IpEGNTXHzgJQX1qMz+NGrdXhcTrY+c2XCAKMnjkbta59MRNJFGlZuxZBqyV84kQ6b93a9p3Xi6+puZ14KUkSgkJBp40/txMJ8wYGTz7lznvaRNffIPb+uTS8/ga2HTswXnIJ3qoqOdJVknCfOYPCYECXlYUnty1SVpWYiLehgZKZM9tE1/OFZgQB99n8dn039I3HtqsS0dEaRatSgE9EoVchun2yBcEFuM42ExQGpVUi2YLb/Bb+Fg/eKhvKrtGoIrQkPT6I6jcPIza2FT7RdIrAW2pF8ooIamWbSWOIEP8bLLB8w4IIkD1d05AjXef/dwtrSZJ04/9A7/6j8dXIWQ+iwyH7XMfEIPl86Dp3xtHYKD8Xjv+AeHol3ombybh/Ds7Zt1I2aiSSM9gL1KM34vH50bicDLJXcC48iUePfo8Cifo3T2N98g02f+7E6XJTMe02NJ3uI9bZTMEny1hYs5utqQPQ+z2B43nr6ql54iWe3CLfVyNzVjMeQBDwVlbJi2t+P87TpwPC6+rjlWw6U8usoekM6xhz0THnVLVwoLiRyb2T+PS24GdFo7MRo9rYruiWzWPjwcsG8NfxwYuBn576FJH2GSf1zvp/et2TjcmMSRvDyO9GEqYJIzs6m5wmWXzNb87HJ/mYlDmJlYUrg/a7oesN3LP5noAQKiEFImJPN55udx6D2sBVHa9idetc4sLo2XhDPLmNuUHircvvYlfFrqBjlLaU/tOxnO8HwM6KnQHh9amhT5FoTOTNo28G2ulVejolDSentZCXXxPyEA8RIkSI/2n+tMLr4ZImKs1OHu7/KDqVjozwDIZrE/hm4zxertke9HCuU6moU8G7+z/lULmT+toK5vaYzaXWRewx6Blrd3JUGUO45OSWxGQaVDVAPYuT0sHTHDiOp//NzBl6r/zh88nEfX095k4j+d5fBjotSxTRzLRYWWsyYHJHcLbxEuL6aMlOCudwaTMJjMfZFIPFIdG521WMTWvB7DYzu+fstoH9cBs4myB3LXQaB7rwdmO/4aP9VJqdxJo0HJg/DmVr5dDdlbuZt3UeGqWGzyd8Hkh/L2gu4Nafb8Xlc7F4zGIipF68tfUEUXFFPNKlA5leH/UXCK/pbpEZyYkUq1W4FApO6rSc1LV5yr0alUyGeRYpS1fwkFIWrxPytvGtVEx/dduqq6JkFy9e/QrerYuY7JJ9lV4ufZ1fJNkXKdGQREZ4GubTVbwVZmB7o54GmzvITB/glp43sW53FgermzCHCXyT9DzT+8aj7zOdFxdu4x7vIO5RrUMtiNyn30zPQllELUrpzc89Luf9gmUAvFJrZ5zdjEbwc0SnRWpNTaroPQK3Mxlt+S4Y/Rf5pA2FYKuh0ZbCanEkggtuURiYeMPjqNRqsmK64/A6GJM2hgZnA7H6kAAbIsR/Is12D5tzahmUGc0TE7uRX9PCvLGd+WJPMW9vLcTi9LarwXSwuJH5K06x7FAZsWFaIvQqLE55UqVVCrj9EiWNThSACOTX2oL2jzfpePW6vgD8dLKaB749il6tJCG8vTh6ngiDhh7JrRY6AtwZXkTO2VJGKBUMuvVuTm3dSPaoMai18jGOrF/NiU2y/6opOpYhV1/X7phNX35F3SuvACD9w0vEVLmgiejxUHrDjbhycoiaNYvEp58K7FP54ENYN23CNHYsHd58g7pXX8OVn0/ktdeiTkrCc0Hk6R9BlZREwzvvBj7bd+0KFNs6j+hwoOvZE29dHc5DhwDwWSzU/m2B3EChQNO1C4JCgftMDkgS9n37MY0aFXyuKB2RV3Wi6bs8fFWHQMwjbPz1RFwxEMeJesRmd1B7ySMiuf2gAOOIFBz7q/nVn8KvBqMgfHwa9r1VqBONaLMikLx+3MUtqBKNiOZWcUOA2Dm90aVH4Cm34jjdgK5rFL46B6oEQyjqNcT/HrLIGiqk9b+EbccOJK+XpIUv0fTppxiGDEV0OCi9/Q4ce/ci6OX34/NLdQqfj13vLeF5fV8sdY28NPUmMpd9AoCoUtEiaFDanfijojE5bcTWlBIVG4+i9U4V6bLy0OReCFPeweHxMeXt3YzdYGaBppghp+VMDqsxgj1JPelTX8jR+C5sSRvAuCg9HaL0VDQ72TluJoURKVTqo/nL9DEkNzag0GiJvPZaAMwOD48sO4FflDhY0sShp8a1G7fF4WXGh/uwuX2sOl7F6rkjAt8ty1/Gi/tfJE4fx7dTviXeIC+Y7a3cywNbH0Cr1PL5xM+pc9Txdc7XpEek0yOmx7987dUKNU6fk/m75uOTfDS5mmhytRWkOi+M5jXlcW+fe1mSswSbV352v3H0Dart1QCkmFLIDM9kd9VuAI7WHL3o+eYPmc/x+uOUtpSSZEwiPTyd6V2mMyRpCMO/HR7UNlwTzrZyOaq4X1w/EgwJ/Fz6M0CQQHshU7KmUOeoo8xaxi3ZtwCQ25iLX/LT4GwItJuUOYmFIxbik3yk53yFSW2ie3R3LG4LEdqIf/k6hggRIkSIi/OnFF6PlTVz3Qf7kIDO8Sa6ZHVjY9MqbHveYIcaJI388Izx+RjidAWsBJY3FvN+09OM1p1i/bnhvK11U9fYzJQOSTgVTuTY2TZfOp+gCKxCSkiM+2EcX076klRdLL7yPYQD+rJDKDsk45f8WFT9ecK1jwc8Hg4Mn49tWH+m9k7m7tFZvHHgS/Kbctl1uDeSN4ZtuS18dtub7QcXkSILrwo1rHkQrvg7mOKCmlhdckSNze3DL0oB4XVnxU68ohev6OVA9YGA8Lqvah9Wj2yuvq1sGwcOSxSpF6Ksq2SfORqXMQwuqKh5WuiAX1vbdkJJAkFAkhQIgsgEZx3Tna8yzfccs9WbiRDNTBO2ohbkdEuzQsldHTpQoVYTdWIDqS0J3KIBlyBQZ09A0uchCHBJ/CzGqGu4J1ZOtxlv/IKkiLaI3KO1R3lg6wOEacJ4//qP+Gq7m1uO3U1mWS2HpNkMiu/IKh6mRmGgROhAWnwkY/tfBRv28mV4GK9qzKjPta1K7zYN4ArHJgBSzKloTTE4PCK5DdkoHpoP5yNta07Bx2PA7+Gm3jNJS1WyXLyUR4oMvPiPXay4bzg3db+JtefWcs3qa9AoNXw58Ut6xPaAsgNQtB36XA9RGb//xxwiRIh/a278eD95NVY0KgWXdI6j2eFh1icHqLK4fnMfnwjfHJQjX2pa3PRLjeRYuRkAt79tgnShfNgjOZwzVfJC1ns7zmF2ennpmp5szqlBlMDu8eP0yvdYhSC3P13ZwlV9kxmYEcXozvGkxRjQqhSsPFZJ8eGD9LLm0GKFjHkP0ffy4OKFYdFti0We1Wto0YURPnFiUBvR2pYV4m9p+7evqgpXjhwFZN2yJSC8Sn4/1s2bAbBt2YJ51WqavpQrajv270c/6CIRr7+Dr7q67YMgtBNdFUYjotNJy08/4Tp9OpAmq05KxFtULO+m09Fx5Upys9sm44YRbRNbyeul/L652PfvJ/6RR4i5/TJKpt4NgPPwbsIn78aZ1zYBF/QqwselYd1WLguvIth3tdkKKMI1iC1tEWJCmBrJ6gWfiDpWT9KTQwLf1X96CneBGUW4Bl23KLwNLnD7aXj/JBFXZBI2ugOqOD21bx3F3+zGMDCB6Gu7ILp92PZVo4rWYegd/I4QIkSIPx8N637i9U820aI24h8wiCvC0sj+8ks8paXgl+/9v45mBSjaeZDHHevJbKlhe59xZJ63CvD5iKQ1er+xbW6jCzPibZAD6NV2K4WXXErGsu8ps0lUVTeBSsupehdDWo/jTe/Iu4nDiTFquHV4Oh/EmBiXncCYrnGUvPUuDaereCx2CC1aI5sa4G+ffx7UP51aSZRBLWeN+ESeXHGKZ6dko9e0eVV7/GLg+Wb9lTXP1vKtSEjUOes41XCKsWljAdhWvg2P6MEjethXtY8PT3yIzWdjb/VeMsMzf1OQ/C28opdmtxxsoxSU+CV/0DH0Sj1e0UuFrYJVhasCoqtSUGLztC2e3t3rbrZXbA98jjcGZ1b8XPwzz+x5hsyITD4e/zHP7HmGAzUHKLeVE2+MR5KkwPk1Cg2943ozIGEAH578EIBj9cfQKtuCYbQKbVDRL7VCjVf0Um2r5otJXwS27yjfwQNbH0BCYnrn6WRFZKFT6thQvIGC5gKWTFrC3b3v5r3j7zFtzTQitBGsvHIlcYY4yP8Zak/BwDvAEP2Hr2mIECFChGjjTym8/pJTG3iUFtTZqAr7DIWmiQKjmqtbrBSrVSAIpHglHm62sNFkxA8IoorRStnL6HLhEExbgnnDwzgVbWme5yOQABrdjYSro2jxyg9iu8/OPw79g5ymHJzp6dxn91GW0AW/TY7yzGuK5NasOeQ7v8NZMJ8XBj6BQjGLYms+3xW9CUBcZim+yru5ZdjF6hUAN6+CjU/Bye8gZwWEJ8LERUFNPrl1ECuPVTK5V1uBF4Dpnaezq2IXBrWBiZltE+jLMy5nRcEKrG4z0xqqqNN+QalWniRaPM2Y1EbcohdJVOOumUyMSY9d/y06FLxfVU2JWsniqCga/ZG82FTF1a4WSpUm9EkreC+iF08U70KNnwIxGUlbz8+aJPKUEogezN515IhzeEsxgq/SyvEKO7jB7OQKh5XufcPZ62/zsKv0qnAV70eHBzJHs+bcGlo8LbR4Wrhv2z1UWCsIi3HzSDN0tuyhcXMNaf5y0hTwadyT3HHvX2WRWKnlUPEP4CjHK3oZmjSUbtHduLvgJN46eC06kh/CLAx1NHO64mFKJS0rz65hU9k6rux0JVc6fdCaVqU+9R1jJJGu2r2sF1+gzupm77lGZgw0cKjmEBISbr+bv+76K2snfAlfXQU+J+x4BcYtgBHz/tgfdYgQIf4tKaiTJ1Qen8jm3NrfaX1xLukSi06t4FBJM75fh8e2UtoQXDTqm4NlVFucbMuvR69WkBCuo6TVB1aUIK/GStfEMFYdr+JkpYUbBsmFVz7ZXcyR0mYwDObWsGoG9+5MRHxCu/P1vGw8elMYlQ/MI9Z8jqrDJwgbNy6o4FTMnXcieTwIWh1RM2YEtqvT0gifOhX7rl3E3HlHYLugVBI9ezbm779H17OnXJDrQn5VCAu1GkEQkDwefg9FZCSi2dxuu9habMt1ujWdU5JArZZFV4UCRDFQCOxC7Hv3ITkcGAcNwldfL0fSAo2ffELdq6+2NZQk7PvP4i1vEwMSHuqPKkKLNisS6/ZynCfk9FVljA5NhzD0veNoWtLmDShZ2/Z1l7TgOFqHoFESeXUnvNVy/8UWD64zbeIugONYHWGjO+BrcuFvjbZ1HK7FODgRx+Fa7AdlMaVlSxnx9/RGYVD/7nUMESLEvydf59v4ptvlACia/Mxd8xGeiwiHIm0RrwAqyU9mi3wvGFp/loSnn6b+jTeC/K7PL0gBeIuL5cjZVhHXV1dH7cuvwNatfC8oWd5nMlO9ZYH2pywi8+Pz+DnPwyKLi09vHQiAetdWDF9/QhrwQLcWvhh6I9cNSG3XX51aycr7RjB/5Sl2FTTw7cEyuiWGcevwjECbuDAt787sz46z9cwaGlxE7ObuN5PflE96eDpDk4YGtl/d+Wq2lW9DpVBRaCkMElnrnfUoBWUgShUIFLFSCmr80sUtYYTW/yUYEqiyVwUd0+mXr5fVYw0Es2gUGjyiJyDCKlCQFZnF7srdgf2aXc3sr96PSW2iZ2xPlp9djsvvIrcpl1kbZgUs80C2D9hbtRe/JIvQl6dfzqLRi/D6vZjUJr448wWNrkbcfjejO4ymX3w/NhRt4Kz5bOAY523sCswFfHH6C3ZX7eb2nrdTYC4IjOfHgh+BtkLMheZC8pvzGZAwgAPVcjCMxW3h2T3P8n6vufDt9fLBd/wDrvngN63wQoQIESLEb6P4/Sb/fgzvFOwP5He2iZg7w6PoVj+AiMbe9PXPINHv573aeq4xK7BXzuJz3wTKBSPvdBjPknMWupireaKxmbFeBfenTW3nCNTibUaS2uqBmF1NWD1WfIgsNipYZSuUV0QlBSh8HLd/hVOUJ5Gb98opmia1CVVrtelLUmM52nUJl5a/3y5yBwBjLPSSUz7PqVXMsZ1k4YGF+FsrlQIMzoxm0bRejOzcGrFkrYFV99H12PdsuGYdP175I4nGRCRJosZeQ6w+llVXr2KL00SPI9/gEncGjjXLq+byqGwABIWX/l1sfNhHydp6OxvKyhjodlOvUtGsUqLQmtlk6ICo0vNxtIbyiHK+oZRfDAYapTA2RnqY3iGJL2JFEJVIEqiMJXRMXEtLVA4eQV5h32ZS09/tQn/4fcamjKJzywiSG7sSbbkM3ZcT4MupcPhzLs+4HJ1SR4Qmggqr7AG4JiIatz6ByMv/irODnCbaIhmoC+spD0gQYOBs7kqdQGePj7E+FW8Pe5FHBz6KyWfnzqR4lkaE41EI7DQpuSV2H09P7sqiw89xoOYAf9vzN7xdJ8KA2yBjJLT+bhEGLeE6FZ3jTfTtEIHPL3Jz9s2B61jSUoLD64Dzv5Pkh50XTN5DhAjxpyQ5Iji9/8Ik7ziTJrDt/L9/jVIB9TY3TXZvQHQdnBFNx7hgH26bxx/0WasS2J4vC3pOr0hJowODui1CSBRl8RWgqN7OL2fkiXeUQe6HRqVAcdWDrIm6jHP1wVYG5+k4aCgpUfJzRNDrKb/7nkAkK4DCYCD+L38h7oH7EdSyqNf01RKq/vIYMXfdSZf9+4i+6SZAjoj1m80kPP4YyX9/BceBA9i2bGk7mUKBIjpavkcDCpOJ6JtvRtur50X7BqCMbYvKFc1mUCoD+/8mBgN4vW0XCfAUFODMyyd82jWBZi2rV1P5wDxKb74ZdXo6+r59A/06H12mMBgwXjIa0/BeoGw9rwBCa5aJJslI5NQsBJ38uxh6xxFzYzcUmou/Wul6xCB5/DjPNOI4Vof9UA1R0zqjyYxA3cEUaKdONiKoFRgGJyK6fKiTjKgS2zz33OfMSBdETvtqHThzg0XbECFC/LmIHzow8O8b8zdTbbrAwspkYm3mMH7KGEruJVcFNpeGJ/Ja/+vZk9QTq0pHS+ds9lXZA6KrEBND2JQp7YoatvOBLS9H8njQuJ3MPLicsBOHAXAp1XQxVzBg+Yc8te9zxp/by6JvZTsvZVRUYP+h/bLonhTOvqLGi44tNdrA+Gx5AbBXfSF93nyKhvffD2ozsWcii6b1CljmnDOf4/Gdj3POfI5tM7bxxcQvMKqN+EU/NfYasqOz+eW6XxAlkdWFq7H72hYvw9RhdInqEvg8LGkYk9KuhabJmPOewGvpE3RuvVIfiG4VEamyV110HBeiU+rwtM73zguaIiLLzi7jpu43oRLk+UO4Jpy7Nt3FzJ9msq9qH5OzJqMQFMQb4gOiq06pI04fxwP9HqBrVNfAORKNiQColWpu63kbw5PlTI0EQwJvXPoGd/a6E4evLYDlPGlhaTzQ7wFeO/IaB6oP8Py+57muy3VMyJjA4MTBQe10Sh0DEwaSZEhCkiRmdG1bZM1pzJHnM+fxu2HPW797bUKECBEiRHv+lBGvIzrFMSAtkiNlZh5RLePShuP8LT6OQnc9Tfh4RdjO0BYz+5NvpUBMYbizksSu17HdG8kL1vG8mlSPQnUaqouZJBiZ1WLF1NyLXzwD0epX4w6KgFVzZcqjrKp6GYDiprN01kRQJrlx++UIlFt73ErfsAmcOfkqH59//kkSe9VwpGQrAzLG8MXEL9hWtg1N7lqqSo6R7PND2lDoMqH9ADuPgzt+4c3jr7On6TR78srIjhzA1V0v0hZgy/NwfKn874Qe0HM6AAv2LWBFwQp6xfaiS1QXKqRq/qpWk+A7Lw5KjGyoIM/jh1YNIMf2CzdbJRZKDq7wi6BQMwwDn0kCogC3OXJR+NzE+NtEhmNaDaLg4UhYDODEq1AA/oBA0bmryNQcBcslCVEQGOpsTYmpOwPvD2e5JowzKdeR3NsE5xeJGwsZPnA2u2/cjYDAEzufYGfFTm7pNxdtT9mOoENP2Bc9hHMWJfNG9Aq6JH3yf2FFZeuL0/aXYdh91GdP5ujp/ECbIS4Pt117J8q0jqwvN1IgWkjTxaBWGygc8iL5NTbGjypEU7YLU9+ZnIzK4OUNeVz+5i56poSzfM5w5vady7d53zI1ayqGiA4w8ztYfZ8shiuUUHEY3FaI6wrhyRf//UKECPFvy/zJ3bn36zaPtjiThjqbPNk677UZbdRgbk2PjDKouX5QBz7YIae5+0VYeqA86JgnK82oFe0FxGv6JXOouIkKswu3T8KkVeITJVxeWUDUaZR8dtsg9p1r4J1t54L2fXljPhN7J/PG9X1YfqSCg8VNfL6nBACHx8+SO4b8+nQApH+zlOavl9Lw7rvY9+6l6q/1ZK1Zc9G2rtxcahcuBMBbVUXGd98C4Dx+nNLZt4PfT8y999Kybl37nUUR+5YtCHo9ktOJaLPR9NlnQU2EsDDweJDc8rPV39AQfIzzgmhcHGL9xYukRIwfj2X16nbbS6ZPB1FEk5lJxIzrqH/tdQA8pWUIKhXp336D5HRi33+AqsceQ52eRvrnn6OMkEWAhIf6Yz9Yg75XLMqwtuefp9yK5JL75TjVgDrJiK5zlCzUXiCOartGEXtzNuaNxYFtqlg9uk6RSD4RZZQOd0Ezqhg9hj5xeGvt1L1/Esu6ImJuzibmxm40fp2LoFJg6BuPQqdCdHhx5TaBIPdDkxqG6PCizQj58oUI8WfjxuFZWN97B29tLWMqjsnFAA0GcDjAZmOK4wCCKLKn6yyatGGEe+zEzbmbsGI9azJH0LOxiPgdP+M6chS/QolS9PN1bH/KO17J46wLirTxhkUQNWQgtl/kxTH3mTMowsKQzt9/RZH4J57gTPchZH7wIbTWcXrwxI/Ycn7Cc3t/jMOGkfrxx9j37uWrM83stxQHCv92ije1G98twzLIijURef+7KEuLqT95FNUlY4jM7tquLcDz+57naN1RNhRvYEDCAHrE9kCSJO7efDcHaw4yNm0sKoWKRld7sbfaUR0U7bqveh/72AfRoHKGo3L2ISy2CKvXilJQBqJZL8b5tP9fMzZtLBuKN7Qr4rW9bDtrz60lUhvJkMQhGNQGVhauREKirKWM67tdz8TMifhFP3N+mcPZ5rM8N/w5JmVOAmBAwgC+OP0FSoUyUBDrPIdrZUG81lHLhyc+5IZuN9A/oT8VtrYClRqFhg/Gf4BJbeK1w6/h8rtINCYSoY3g1uxbqXfWc2O3GykwF3Bj1xuJ1EXyyPZHmLBiApd2uJTFYxZzqOYQ28q3cU/veyCpD1z5LmycD26LbIdXnw+WCkjuF7IeCBEiRIg/yJ9SeAU5crKDUM881Sr+FhtNoVtC8muJdyQw0Card/qmHCZ6XsaIjUTPdzTHfY8hti1gRlI6mKV8nixfPZu92WjKPKR08lN9gfDaNXwIq6teQYmAH4nebjcjzGW8FR0JwCCnk7vdSsLEfYw+sxJVZAQ7DAZytGp8wPGWcwxgDBmmdL7JXYrT72JrfBzLaxpAFwmleyFlAKi0QeMjdRCKnF7AaSRRxfpjPq6++LvJBYKeAGFt4t7WMrkC9amGU5xqOAUKeDsqApUQAXhBEFhvNOCxx9A7PZmTDcfl6yIIPBkfxyGbk+cSLqHv6eX80iKwM7EzZzQaOnh9PNBsoZPHyy6Dnq8jw/kaeLTDpdQVraFMI0dGZXo8GLWRPDj4YboP/xubK/ZTExZP73WPA82B6FCFx0qv4s+g6yu4EnvzqV5AGxvPbaIv4GP0RvZdMPAJCEsMGnp29z78sPYMJ9ac4dmp2YTVH4Oq46C6oCLnkc8gZxWlN30NrdmoCfo4Pr7uRwRDFOSu5YvC0xzXaunjqaK6poqp757E6fVzdd9k3rxhfuBQ60/JfoOnK1soa3Iwp88c5vSZ03auTmNhwiJYPlt+OVl2C7RUgj4a7j8kRzSHCBHiT4PXHxwpdF50BaizygJho71tW4xRExBdf03/tEiOlplxeUVEZfB3KoXA8XILFeY2rzabO3iyp1MpyE4O4/YvD+H/VQST2SELv2E6Nfk1VjacbvP0S4s2cLLCTJRBQ2p0cLViVVQUEVdfRcN774Ek4S4oxNfcjOqCaKbzKCMiEHQ6JJcLVWLbvdi2Z08ggqrxk0+Q7PZ2+57HMGgQ9p07223XDxuGc9++1k6p2tsSXIA6NhaPzdYuaiv61luJf/wxwqZMRrTb8ZwrouHtt1HGxeFvFWo9xcXYd+0i4sqp2PftQ9upM55z59B27oxgMKDv15f0JV+hy84OPmecAVWcHuuWMqQRKWjSwnAcqwtEuwL4G5w0fZNH1PTOKCO1+Bvl3zLy2s4YB8jRXvb9bZ61ngorjuN1OI/XI6gVJDw6EFWk/MxzFZiRXPI1cJ5pIHp6FxIfbYuIA4i9tQdVL+5HtHmx76/GfqAaJIiYkkXYyPb2CiFChPj3RRAELis6gL+5taivzwc+H3aVDr3oRdH6zuwtr+C2y58iymXhy0/e5ZOmxqBMjCi3lTeuf5bG0kqOx3VGXd6CV6FCK7bdU6W+A2TR9QILAtFqDeqPukMKOxokvoseyY2dXAyqySXNVofJ68KVk4smLQ0hLo6mL79kiigSmXSOxZfcgV8UOVzSRP+0KBS/WmAc2TmWHbEdiC8txqIxsL3Axr3Bt9oACUb5nqlVaonURQJg89o4WCMX691evj1IED1fk+M8Vo+VFGMKlfY2/20AU+xhhiQNZm+TPN4ITQRN7t/OGLikwyVsLd8a3DdDAg/2f5A5feZwuuE0EdoIFuxdQLO7GatXPq7ZbWZj6UaeHfosx+qOAQT6q1fpkSSJ+UPmk2JKaVfEalz6OF4/8jrV9moeHfAoe6v2UuuoJUwdRjXyM+SjUx+xvWI7N3S9gTXn5MXS7OhsPp/4OQa1gU9OfYLLLz+DchtzOV53nFt/vhVREpnTZw5z+86V+yT6+aX0F/maVmzHK3pZMHwBC1jQ1qH+s8BaDdteBHMZfHkl2GoguiPMPQjKP62cECJEiBD/a/xprAYWrc9l7GvbWXlMXtVbOK0X/bt3Ya8xjhUmOVxTULpx+jUcFzuTK3TiXek6osP0JKboqHa2FtlofQdQo0CviKH/iGa6j7oWpVKNAwOdGzuikCQi0HBZ4tUkKpqQkPAjMcAL85rNtFwgzF5hdxBWfgiUGtTAfWYLr9bV08ktMEDUcFXSSKpL87G9NRifT54kuiNS4I7NcmTk55Pg2+AVzfPM6nIPzrI7sRc/SGZE1kXb+Pwi9mGPwXVfwOwNkD4s8N1dve4iWhfN+PTxaFtT5rt6vDzsFsnwRIAEa8JN/BxfR6WtvN2xt4VHIPadCQoVhWoN87UuXo+JYkJaCh9ER5OhHoZPapt0Vp3Ywq0e2S8ISSLZ56dOEFl0cBFNWj3xPabTO20UzNkD8yth4suga33ZUKhg79t85irlA5p56/QnrDjyjvzd3nfg/WHw9gBoKAzq46e7i1hxrJIfjlSwetse+PwK2PAYNAW3Ez021hatw6Q2oUDBnL73yaIrgMZEuCgx2ukiQhRptrkDJv/lzfJvZvPYsLgtzO3uIAH5pfjAhSlV5jJobI1AS+wNmtbV/vPWA84mWYANESLEvzXHy81MemsXc5YcweX1M7lXEnMu6Uh6jOE394k1aogL05ISqQsSYc+jVSlIidTxl/FdSY3So1YKXOgskBFjYM7oLIpbfV716os/mqssLpodXsRfia5KAcZ0i0cUJW7+9ADfHWq7n88b05n0aANXvrOHca/vIKeq5deHRZOaiqZTJwAU4eEotNp2bUCOSE3//juS//4KyYsWBrZHXHkl2s6d0WRmov+VYKmMiwuyB7Dv3s3FiJgyGW13uSDkr0VXbbduQZ/dublBNgQAqFRYNmygZf16wkaNImLiROLm3kfXo0fI+GEZ2h49Av2QnC4sK1biq67BvmsXpbfeBoC3ro6iyVMonjadutdeCzq83+bBvLIQV34zTT+cpemHs5hXn6P5h4J2b1LukpbAkDVpYRj7xAWio4ULfNkRpYB3q+QVEW0eJFHCb3GjyQwHrfx89ZS0ILVGPUteP54KK5JP/qzNlJ+hCqOa83aE531jQ4T4d0MQhFRBELYJgpAjCMIZQRAe/H/dp/9XSD4flY8/TtHUK7Hv3w9AyuuvoR8+POieafC5AqKroNczwlzINFs+lxpd8CvRVVRrkMLCeTzZSbfJY9GqlHhF+LHTpfgBe0QM3lvuRFeQ29oJSbZwuQjOY8dRKwXsGj2f9JzKm/2uo1kXjj0xFf3QIaw+Xsn0t3cGLF36JRn56vbB3PDRfq79YB9/W3PmosdtmPckzwy7g/sve4TIpIsXBvT4ROYP+hsLRy5k6RVLSTHJC0lhmjBmdZ9FlDaKyZmTEVpH724cSZIhLZDeD+DyuwIi6IXERVmZ0E22IRAQgkRXrUJLlDZ40XFXxS70Kn3QNrvXzsKDC0kyJTGl4xRGdRjFxms3svfGvczpMyfQ3qg28urhVylpKaGkpYRFBxexvmg9AC8deInr113PtDXTsLgtQcdffGwxm0s3syRnCR+e/JD7ttzHc/ueC/i3nqfZ1cyOih3olDq0Ci0P9H8Ag1p+VzGqgu2Mauw1iJL8W1XZ5IxAs8uM0+dkVIps3aYQFAGPVwAaCuTIVoC0Ia32awK4zPK2piLwtrc6CBEiRIgQ7flTLFFVNDv4cGcRAC9vyOOarga6Oc+wuPNpvm5wgdD2QLRFFnJ3uMQ19REkWc7QkaN8Zr0cpSYRpa4tAsgv+fHSwNqyr3gytRG9dgwuh5cG86W8Ku5h/ITpsHcxu22l7E2IwyMoOKKGOYmJbCgrp06IIDUqlimGMBbERFJUu4XHknvSq+o0sV5YWSXn5YjL7+blxhFcrWgCKQEEgSu6XgeRadDYKg5WtaWxXsigzBi+vmkWNRYXU3ontfu+sboUx0cTiBTN7By2mNETh0HBZlAbIGMEt/S4hVt63ILL56Jmw2N8V7yGWpUSzOXM8ut4MbYtPeR8qo7R78cjCHgVCppFD4/u+xt9w0xkuYMreH8fE8+9N/6I8vvrwSO/wEUp6viaIUA+CAJ7DHoQXdTVHWNjyUY5taW5ALvXTt/4vjDgVug3C3LWyoXE8n9Gd4FPoj53LQx6CMrkKCiLz8E3RxfTqetUxqePByA9Rn6xGCacZmruSjj/UmKMhz43gr0B3FZe1LpZWSynvw5PHs61Xa7lq30lvLIhjxGdYnl/0qso89fB0Llkd8rkr5NEjpeZeXBcZ3Iac7h94+24vU56uRw8GuPhg6an2ZQTy83DMvAX70Gx5CoQfQhXvwd9Z8L1X4OrRY5w3bZQtpVICvaUChEixL8f724rJLe6hdzqFrbm1ZEYoWNq7yS+O1j6m/s0XERsvRC3T6TS7GLO0iPMGJTKJ7vaImIn90qkW1I4r21qK47h9AanLiZF6FAqBHqmhPPgd8cZ0TGWLXltBTn8Eqw4VkmHKD27CtrS82NMGh4a15mHvj8e6Ed+bQvZyeHt+pj+xedYt27FOGgQCkN7kbl4xvW4Tp5EGRVF5x3b8dbW4jxxEtOll6JJTSVr7RokUcSVmyen9QMIQiDSNMDFvM2BmgXPoTAaL/pd3P1zkdQaKu+5J7DNV/6rxUKfD39dHQ3vvkfE1Kn4bTacx46j790LTWIiWT8ux5V/lpb162lZtzZoV39TE+6iInz1Dfib5El4yy+yLUL0rFkow8NRaJUoTBpEqwdJFHGfM7eORyLyqo74Gl1Ibj+oBDmqtVUEjb6pO367j4bPjiE6/URc2RHn0TpUUTrCx6Th7enAuqUMTVoYmg5h1H92GvfZZtk4uPUYvnonvmYX6ngDde+fwFtlR51iIuGBfkRe1RFtxwh0XaNo2VyG3+YlfEz7AjchQvyb4AMelSTpqCAIYcARQRA2S5KU83s7/qfhOHyYljXyvaj+nXfQZGYhqNXoOnXCuXdvoN2FwuppfTwnTZ1QVFey0tCRmwUFKqntnqrweghvqkV87WXum/cQyyX5XrApfRAHB03gnsl9eXntKQbHN3BvzSp5zcjvx6IxcjImC9RqxtCAMiIC99mz3JDzd7YlTiQfE6nWOhSiD2NNOXv+8T6PSn0YZG0KJNp3vulazgHNrdkXJyvMFx339CGZhIfdjF+UmNgzsd33609WM/ebo0jAy9P60Ckzhc2lm0kxpZAdk80Tg5/gicFPIDocFJ3ry1HzBgTBT1G1BnV48KJdi6f9QmONo4Z3j78LEFQ8CyDRlMiyKcuY8OMEzG65/17Ji1YIXoy0eW1sL9/OoZpDjEwZycn6k2iVWrpGd2Vu37nc3vN2NhZvZH3xeg7UHAjad1PpJq7IuoKjdfLcr85Rx+tHXmdy5mQGJ8n+q2lhcoExAYGVBSsD+2bHZDM+YzxOrxOr10peUx47KnYAMLPbTEamjIRNT8Ohz7ih70009r6HnMYc5vadS9fortzW4zZq7bU80O8BtpVt45Edj6ASRR5oaMBv0LPHoGd7+XZGdRgFx76G1ffLYuutayFzNFz7OWjD5GCSQ59Cj2tA1/59IkSIECFCtOdPIbzGmrRkxRkpqrfSJfUcOZ89QnZDKVJkGrv0unbtvQqBExFmlju+BEAreHiz+CHCkldChPwAvPBReyh3GZNFgXqFlg/UbyC4gTXbAHAb9EGerwIiJkni5aZSdoxYysGEZn7cIqdrPBWXwdNd3iF92zPoW6MiPYKaM6LIuZioVu9TqLRVyoLcuAWQsxr63gQVR6DDgHZjGZolFxJzef0oBElO2znwEex5E0mXSqpUDQIoT34L0RZY/xd5xxu/g66T2Fa2jUd3PIpJoaE5Qn44bjQa+Ky6littDnLCY6lGxC7KwmqMoKJSaHuJ+0W08Et0OA82iaR4vVS2FlgRFSqUVUeYWbaHnfGRiBKIfjWquETw5XMhakHD3jNhaO1ref700/gReXrI00zPmEjVjoUkO22ocmRPvlvFaOpb7FgEibFZrZ62o/8ClgpeNIj8XL0Nqrfx7eRv6Rnbk+kDOtCvdjmZBxcinH+/6jIRJi6C6LYo4aKfbwv8W6PQ4Pa7WXzsdXzRDjblTaRowg10HnJXoM2cYUng/ASO+fgsOQu7V44gOqbTcUKrZYyriCnDr2RZ/jLe3Pt3xkSH8WJDE9LGpxBUOtlqAAGuXwqzf2r9w3RBwUZI6AkxHdv91iFChPh/z5DMaDbn1GJQK1l5tJLNubVoVAo8vosLhhcjyqAOTD4vpMXlY8WRiqBtP52qYVNO7T89ngTsevwyLvnHdsqa5OiS+y/ryNrjVZQ2t6XbN9rdQfs12jw4vH4eGNOJGouLhHAtCeFamu0eoozBxcBUMTFEXXcdkiQhut0otFq8lZVUzHsQye/HnZcHgL+5GfuRI1Q9/Ah+sxnj8GGkffYZosNByaxZuHNy5Qgqvz+4oItajTIqCn9dXdC2QCEsr1cuoHURFHFx1L/xZvBGnRZc7nZtBb2epi+/pPnbb/GUlKLp2JGsdWuxrFyJ4/gJHHv24G31/z7vFSsYjaiio9GkpxMxbRqOw4fxFhfTsPhtvKWlJL/yCoJaSext2dR/dArJLk/ulVFawsemYRzYJh64Cpux72u1E1AIKHRKzGuL8NXJv5On0EzsrT0C7TXJJgz94nGcasCZ1ySLrhD0kqLvHYugVlD9j0MB+wJvpQ1HTgOWdcX4m1xosiKIv7t3YB9PhRW/zYuua1Qg2jZEiH+Vbp/fOxNYCKQBZcD8vNnvf/NfPZ4kSdUg50pLkmQVBCEXSAH+zwmvmqwslNHR+JuaUBiNnJs8GclmQ5XUPtDiPOnWOno0yYuAtYYY3hpwAw8dW4bS396axb74TbJHzyWrqZx7Tq/BrVCz9sBw6npOReP3BQXqWzRGFg65FYCxj15CxIaVAT/v9/p7WTnjEZa4erApYwhXndvJNKWSrtVF3HD2l8BxvOXl9LsiktuGZ3C83Mxtw9PJrW6he1J7Ye58oS2X14+utWjkovW5rDlRhUYlyLc/SeKbg2WUCd+xJGcJKkHFd1O+o2t0V5q+XkrtSy/xQGIMD93YjFMrIEmtWQUIRGojafG0BFL7dYowXGJb9Ov5ola/RoWKvVV720WgRumisHmDi1Qa1UY2lmzkaO1RPj71MQIC7417j6yILD448QFun5t91XLgSIopRZ77AQMTZMuYh/o/xJtH36TB0cCKghWsPbeWTdduIlYfy9y+cyk0F7KlbAs1Djlo6OqOV/PIwEeI0rVF5I5fPj6oP9jqYe/b8nU49BH3P1UL6rZ58m09buPtY2+zLH8Zjc5GfKIPH3LWzN/rG7iqaz+mdZkGmxfAnjcBSQ5oWfcI9L4OtjwHSg3cvR1my5G7OJuhaDukDoXw3/7bDREiRIj/6/wprAZ0aiVr7x/JrVec5bj4DjNNIqc1GsxeO3sNcrSrAgGjQkOCpECQIN7ZBbsg8Eh8LLs7FvP89ESmZ7ZN0qTWiYhWFLnJauO6bCPXRBZwQqfhmpRE5sXH4hIEMv0CutZK1P1cLj6oqUMDtEgGftw1nzVnV6BVyCuhxS0lPFz9ATvD26KfctNvxpK8loMGHYIkkalO4vbW4lCMfBiu+1IujvXJGNj64kXHv+JoBT3+tpGxr++gye6B7QuhpZLYuv3kqYyMS03h0cRKTrR6CAHw06NgqeDnkp/xil6affZASo5doeDHMBMv1TfQ3VIfEF2VksSDNW7eqK2nq9tNjwsmtTsM+oDoCrK/kffsz/Rz2ni4qRmXUsEHsUYyUtom85NsdnrX98Z69knWHZKo2/EE/ta18fzmfO5fNZ3JNeu5tXYzH0ZHk69Wk9d9AkvDTawNM7EovPVlIbkf3LMD6QKxUrpgQp9Vs7EtIkBtgCteDRJdAeb1m0eSMYlu0d1YNGoRy88ux23chibqAB0y9rfzPeTQJ7D/PTj4EZPqK0k1ZqFsXacwCEqee+QRxnZP4P0T72NVuFkdZuLT8NZV4PJD53sJG59sO+bq+2TP1w9HQ0s1IUKE+PfjzlFZLL1jMCISm3NlQdTjE0mNasusUCoEwnXy/cCoaUvTVAgwunMsb8zo+5vHFyUYnBmcyuj1S6iVAiplm0CmuyAlvcbi4qp39hBtbLsHv7PtHGZXm7gbY1Sz82xbtKtCgMcmdMGkVdE5IYxlc4ahUiqY+fFBrli8C6urvTDsN5spmnQF+f0HYP5xBeaVq3CdOYM7Lw/hAvsBy4qV+FtFUvuBgzR/9x3uggJZdIWgtm2D9AaLrq3b5B3+uTAoCALO1lTc86iTkhEueCYBqDMzcefmUrvoZTwlsjjhKSrC/P33VM9/CsuyZXhbI3CVsbFozgscPh+S34+gVJK88CUSnngicMwLnzW+ptao1laMAxKCRFcAbUYEum7RKExqIqd3QlAqcBxrG7e2e3AhEtHjp/HbPJwn6mn6Ph/jiGR5FtyKYWACMTO74zhRHxBdz+Mtt+FvcrWO04KnQhYW3CUW6t49TuMXZ7Bua28jFCLEH6FVdP0YSEcOvEwHPm7d/t9GEIQMoB9w4Hea/keijo8n66d1GEePxr5jJ5JNFvYEzQWLYioVgl4vL2YJAgWxGYGv7qo7yO2PzESXlPCb57gpO5KxVtkGSyt6mVq0h0xHPTVRSYitb877E7rz/JDbAOjSVErerNuwHzoIrcEinqNHmPzaw3Rrlu+pP6cPIX/4Fbyw92O6mCvwCkpcfQYSee21CILAgit78MyU7jy2/CST3trFD4cvfg9avKWAbs/8zPT399JgdfPhziLqfCeoN75LH/c6lq1/lhe+exprSSE+exbmgkd4+JtibG4fljVrQJKIqm4go3XdUhDke7WERLO7Ocj/1dHcFWf1Vfhd8Yh+zcW6A0BGRAabSze3i4Q9H4F6HqPKiN1rZ1XhKj459UngvHlNeUxfM52VhStZX7I+MO8anjw8sK+z1XZudIfRrLhyBYmq9hkmgiBwsv5k4HOcPo75Q+cHia4Ajw58lFh9LEOThnJ/v/th16ttXyb0ChJdAd47/h4/FvzIx6c+JsmURIo2mi4eH+PtTvzacLbO2EqP8CzY8wZBq3/OJihrfQb7PfDzX9u+W3IN/HAbfDIWfP88+ydEiBAh/i/zpxBec6osXP35J2wplgUtvyBQmdCVqNThTBZ1KCWYYLOy61whm0pK2F9azsKMriwfdAubjQbyFY0UedfyQEUhl9odCBdMpGZYrVhUOm5qOMT88Fr+HpVAoUbDNqOBOzM6Ev1wLiv7PspnLRKX6TtwXKfDBxTq/GyLKmFj+RayY7NRtF7KFk8Lz8fEUKxS4hM0vLK7nKZWc3mtJPH1ZX8nK/ICUbDhLLhbQzUrDl90/CuPVeIXJYob7BwpbYZO4wLf7TUqqFUpsUtONkTFQ1yrF15LJZxcxjWdryFMHUZGeAYP9H1YXhGWQGxdGfZcYIge5zTxWKKOk1o999eLXG/28VhjE1GoOK4LnkiXWooYXb2Wd5LSOKVuW83uVrCLV5psvFtTxzN1dvRNXVEJRjT4mGWtYarVzminm9t7zGavW35bOqnT8k6EiTvTM7H1nRl44bF6LvCpO/QpTx9ezb3NFl4N70+vuF5t3w2+U/ZUjc+Ge3ZCZPs0y/4J/dl07SZ+mPoDJo2JeEN84Lv0yCR5xb10HxRuweL08vr+tvQksxhJSXFfrOUzQFJiQ+TNk+8DYKRDoN1mQzRv6+ZwOnla24ntdfDJOHi1K1S3vkR5bGC/eEXuECFC/L9DFCXu//YoD35/HFdrun+YVsVlXePQq5UoW+/lflGipbXwkShJfHvnYJSCgCjBrsIGWi4iap5HECQOFje32/6Xy7uy/8mxdEsMIz5MS5guOCHlZKWFExUW+qa2FeGwOH0X/Nsb8KQG6JIQxtzLOgcd43i5GYBqi4valmARD8Bx/DiekhI59XTdWoxDBgf8/yR320Jcy08/EfNgqzWj30/Du++h7dYNw+DBCBoNcfMeQDC1r2r9m5x/Jisu/kpSOuN6VMnJQd97S0raPGHPH8bTPgI2fOpUnKdOt23wyBPD2Dn3BIpzSV4vkqdtwlj1+OOALIAkzG8rrqjrGIk6xYSgURI+KZPwcentzieoFMTe1oPkp4diGpAoR70aWgVipYAm1oDf5sFxsh6/zYNtX5XsFQEotEp8dY7AZwDn6Qb8Ng/qhF9NzlUCosOLOrnNnsG6o4LK5/Zh2VjSZlPQ2P53DhHiD7IQ+LUqZGjd/t9CEAQT8CPwkCRJ7fPB/w9g27mT4unX4jx+PLBN26ULmvQ0FGGt9RJ8Pvk+1ZpBMPT2GagHyBGTkRXn6HJkK/6W9j6mAKLRhPa7rxAtFvyCfO/Uij4+Or2Er9+7nxPPv8+iyx9C6tyNHo2y/c3V53aRVXoG2+ZfMA5vEwupr+Ppg1+hEP1IWj2frzuMqrVYl1lrIuuLz1Bd4Lt9urIlUJjy/HPn1yxvzf44UtpMo93NgPQodMk/oDSeZVz1TsK8TjQNtdxm7kmk6xokbzQ5FX525NcTdeONCFot+v796TtqertjK4Vg31oh/ChIKjzNIxAE+fl8oR/sebZXbGdv1V50ymDBssJagUJoe/7YfXaUtD4bW2+2JrWJEckjgiJjJSQ6mDrQK7ZtzmLztH1ftHk+r+Ud5C6zhZczphGrb7uGs7JnoVVqGZAwgOVTl7fzmQWYmDGRbTO28fHlH8v9u7AAcXJfAHZX7uZ43XFoLiH25I+BrwdbLfycd4IfK6uI9/uJcloQ9i4Gtb6t/gaAoJCDWjpe1ratpRreGQSL+7XVt7DWgC+44GWIECFChGjjT2E18OTWt6nRf48kQYaxF5fGJDGuuhLy1vKsIHC4QxIbTCY8goI36xowSBJVx9aQePPnqBp34RN99IzticPxNTVhKrK8Xm5osSIh8EpMFEsEAYEivMApV0dA9pM9gYfrvh2NS62jZ7dR7K7aDdGR1Kg7ca3lFEpJwi8ISJKESlDgE/2IggAC3N2pJ0pPGkV1DWhbJ679TemsaDzOtTGdMJ0vvpR1GfSbhbsuF+2Ypy86/hsGpXGwuJHnTCu49OhXMO5Z3G4X2rNrGWgXMcaFIQo+xnWcAvEj5GJdSjVkjmZo0kD2zpS9ourtFt469joIsDwsnIPKFEaJfrJdTRRoVNQYZKHz48gIhEgRBBjmUNBM2+ReIUlc5nCwxWjE43PwoQ7QatD44VKnjVsayqlXKvkm3IRLcPOJ4zWKpvzAVmcfvKq3WHhuFfS/BVBxX+pElpX/glX04FIo8Pq9mOiCp+Ya0NThN07gjo13UOeoY5FdQU9R5D6zBXS/qhjec7r83wVIksQD3x5jc04t88Z2Zu5lneDIF/DLc9DxMsZP+wRF7V3YPS722LrR3GUNUatuBsCadhVv11/HKcVjqPCzv2QHyvgS9KIaBHkFfVPpJqrt1XjrrsKvrkWhbuRw47UccCdx5KiXLycshFPL5Refw5/JnYrtLP+XOgSSehMiRIh/L7afrWPdCTkaXatSMLJTLFEGNXvONVJtubiA5fSKbMypo19aJIdLm+maEEZFU9uikUoBF7oUNDva7qcmjRJba5Wtlzfk8eqmfDrHm7A4vbh9IkatEvsFEZZalYIGW7C4qFIIJEboqLhAdBUEmNgjkcMlTQzMaIuwfHpyd97YfJbhnWLpFB/WbiyGAQPQZnfHfbYAv9mM8/QZUj/8kPK77gJJQtDrkZxOIq68krg7bse2eRPunFxMl16CQqsl/asvA8dqWvI1PltwaiZGI9j/SeGn3/B/BfBVVQVvkCRcZ4KLt6hTOhB7550IOh227TtQRkQQ/+Rfsa5fj33PHnw1bT7vkigFPGUFtRrLmjU0f/c9pjGXIbb2UfJ4UF7gd6swqEl4oF+7vjnzm2j6Nh9VlJbYO3uBX6Th8zOILh8xN3XH0DcO265K8EtYD1bjPtOIr9GFwqgOiqvym934zcG/r+TyU//xSbQZF06EAZ+E/UANsXf0xLqtHIVJjaugGcnpx1PcgmFgApLHT/jl7cXhECH+IGn/4vY/hCAIamTRdakkSSv+O8f6M1P11ycDntLaHj3Qdu4kF/zbues399nz1Qouv/9mmo4cBoUCXffswP3q1wh2G12R78GFiZ3oVCPXlfBVVZHffwADDAaGZ2fj3L+fYUAiLkZUnwrsL7pd+JUqhFZbApXkZ83Btzgc2wmr2Ya61VtWP6A//hXLkGbMCGQhXNM/hT2FDdhtDu4ZfXFrrZuHpvPyhlziwnS8taWAt27oywPbsii0nmRPFxNjcz2owkx0GDeV++sUPLXyNDFGDX1SI4jsfTWR11wNQP/in/m2NPjPKEwdhtljbrsWgog++cegNj4p2J5BksCPP+DteiGl1mCPdwGBVy55hXpHPVavlRP1J7in9z0YVUaGJw/nYPXBwPEdPgeR2sjAvn7Rz4y1MwC4saGaa3x+5jVbONYcHBl8e8/b2zIkW3H6nNz7y73kNObw7LBnmZI1hcVHF7Ps7DKmdZrGIwNuh18WyI1P/cDXnYfyyqFXAJgT2Yd7q4vJNBqI9vnoX/Iy/Cqyl33vykEiF1pXSCI0F0FTMQy7X458jekMJ7+Vv8++So507XF1sGAbIkSIECGC+FMIr+GmFrDIk0mVyss3ZRvJcbmZZdDT2eOhViUPI/eC9JydWgNLjyxgUMIg5vSeg1/ysVTjJ08rrxjWmeIwOhrxn680LEmAQJeoLmiMRk41yC8fNQoJ/E52Ve4OZEN+pdKSI05jZLmLUdMn8ebxxXgkX1C6ZI27GWgmM/4yqlqfa3sd5ew98hpnm8+ycFRrwIBSxYK4OH407+Tywm95rcNA+eG2+w1ZtBt4O5N7J3GFMQ9hyQ9QCEhetvd5i2Wnu1DoTqGLJ5tPbx2IWqmGROCRXFAowRCc0vj92SWBLkpAmcnCUgBJHdR34QKP1xxNcEpOqi2aYc1GjumstCiU+ARAkPAo4YROywGdiY9iozipgm/CJRoamzBZz3DnZZcDWTDsZnA0wTuDmONoYJRpOA7xLNv1EuOHPY7F4cfdPASAsuhciuwHAfg8YTD3VRjJ9HhQjPvb7/7NVFlcrDspCyif7S6Whdfdb8jpMqd/hNGPMyZ9NCuPVdIrJYJwZ9vLZoey1TxmMPGqfwC65G9RaOSqsYLgw904El14Phbq2V25m4ios3jOPIRJq0Eb9xEK41lqdT1h2LcwbC6YyyB3LTgaZS/fvjf+bt9DhAjx/4ZwXVvqulqpYHdhA+4/4O26+nglEXo1C6b2oH96BP/Y2FYoS5Tk1JJfH0WpEBiXnciWvFqsLh8SsuVATnVb9NKFvrLDs6LpEGVg2a88Yn2iREWzk/gwLS1OLy6fiE6l5M0tBby34xy7H7+M+FbblkiDhpJGB5Xmcqb370CXBBNNn32Gt7KS2PvuQxUbS9aKFZybPBl3bh51uXlkbVgv+xA2NiI5nWSuWomum5xZkfndd3jr6lCnpAT1yVtdja/2Ir61/0x0/TWCEOwRexFUHTrgK22bEHuKigifOhWlyUTkNdcAULvoZZq+/BJBo0GZmIi/pgZNx45E3zQTyw/LAFlgbfjwIySHA/PSb9B07YonPx/jqFHBab+/gf1ADZLLh7fah7uwGb/Vi7daHqv9UA2GvvFyZKsEuswI7LtlEVm0e0H9+/6rvlonvlonQrgayeZF0KmQWgV8QSkQ1+rt2ryiAPvBGjTp4URd0xlB+fvHDhHin1CGbC9wse3/JQTZcPhTIFeSpNf/q8f5T+BCSxbR4aBl1erf3Udtt9H81luETZpIzB134ikvl6Nhzx8zPBypRQ4gPl+fz6NQEdm3J5oiBZ6zrc8mnw+xpQXH/v0Bq67u5Tn80Pky4hQ+br1tItV/fRLlBfdgCVDWVDGkpopTfS6BCkChwLRnG7V7tuFvNhN3v1zzIkyt4Ont72Pfuxed62545GFOVpj5en8pY7rFM7FnEneNzsKgUfLUqtOsP1VDrEnLmKgnOZWzngNiKj88241nr+6NoFRyUyaM6RZPmE6NSRs8dd1UuqnddbpQdP2jeOrHoonZhaD08mtBUqvU4vF7AtGtEhJWj5VZ2bMCbYosRUxbOw23302KKYUaew0KQcGzQ5+lwdVmA3Sk/gi5TbItz8mU0YQ3nMOmNTFo1BP8HqfqT3Gk9ggA3+Z9yxWZV/DJqU+QkPj8zOfc3+c+NKlDoPwAdPr/2DvrMDmKtYv/qsdnZ9194+5KjIQQIQkQJFjQ4O4OF4eLu7tLAiEkgZBAAsTdPVnLuuv4TH1/1OzOWoDgl2/P88yzM93V1dW9M11Vp8573mPJqwuOF16p2kqn8GgmV5e3XbnOCHXFsGMOhCaBxw7WGLAHIvRKd6skW6AiNHd/BdIHQy6GDqN/se3taEc72vH/Hf9Iq4G82jwWZi6k1q0moE9NvJlRiROZHDuCgzV78AjBeouZ6+JimC+HcFlFDT2dPu4oVyvHldLGnJR4Spx5rC5czQXfXsCsxRfydYgFnZTopWSO3s0zUUGvHCkE57jM7HN8y/ay7aSFpnGry9g48ZM+K0n+U9DQ0Fny2Zi8kepOY5nS8VQMIqiIuXPI7ZzXSxnUm3Qmnp12Be9Ofpc7bT0byzgbOrG8DVCym3kH1GBrcc5irv10LTtfuxA2vQsLrod8lfVShKeCLjBIi+7M0E7x5MQcTaGWxGmD0xXp2gBbbCvSFaDMEez4zZpS3Np8PkIbVEYt57hSUq3XoXPbuGPQQyyYvoALjnqX0vBKKjQNnfTTN6RPY0hOsV7PtYkxaAl9A9UJHomJ5s7ct7jvuyYrzXXFYFdtMdTkcGbFU6QP/pr+gy9jROcYbp3cnZMHJnPr2EnYDKqdW2tzmJ4Yze1HXwidxwfrctshewU4m0eqxYeaGNZB3YMT+iepjd2nBXb2gch0npzRjx9uGssnlwxj2f4qCv3B78MV/g85tePH6MzFCM1LH7+OHiXDcZdMY0qZpfFeVXtLiEpfSL15GcKqBrT5zh3kVdZwqMIOEWlw7Ta46UA76dqOdvzD4PNLvtleyPY8lUhjcEYUN03sypCMSGJsxl9FulqNOirtHrLL7dw3fycnvLCK5fuDz1q/VKSr1oID650Uxpdb8ql1epnQI46W6J4Q2hiqadJp3HJcD8Iswed8/5QInj6tP9E2RQxO7BXPT7eO497je+LwqIm4x+vH65c43T5Kql0s3FZAnctLpd3DnA15rH1/ASWPP0HlRx9T8vjjjXUbMzoAoIWHo4+MJPKsM0EIQkaMwNS5c2M5YTRiTElplbzJV1ML3gAxeCSWA4Cpd28y5swmffZnmHr3Du6wWDBmZDQra+na3ErBV1bGwUmT8VYGrRyce1WyR+l24ysqwpCRQaeFCxA6HYmP/JewadNIfPBBbGPGAKBPSsK9dy9aWCgJd93ZrH7n3n24Dhxo1WZr3xjQQBduVB6vnSMQZh3oBOZuUZg6hJN421ASbxuKdPuaebjikQhLEyJBgLAeZk3c7Qc/jaQrgCunBk9RPdLrJ/LkLiTeMYzYS/u2k67t+CNwB2Bvsc0e2P5bMRI4BzhGCLEl8JryO+r7n4Fz7z5qvvmm0dYk7Y3XsQ4bhmXoUDxZWb9wNFRYwunurUIW5FP7zSKyZ8yg4Prrm5VpIF0bIIAVI04kZtGXuPftw9yvHzRJSiwAXR81Zu9ffpBjczcQPmkitpEjQR98DiU+9RThJ54IgC4ykpNfeIDU119n+YjpjWUcdfVIKVl9sJzcPVnUr1LRdhVz5nDp+xs447U1fLYhj6s+2kx5IHIjIyakUfeRER3ClN4ZRImB2HRRTB2UjtAFLQMSwy2tSFegmUJVQ9dq/8/hxfEvMn/6fK4feBPCVIzQufF7zfSN6dfMisCgGZpZlAHct/o+Ptz9YePnnOocXD51Xfl1+fikj5fGv8T49PFM7zSdC3pfwIyuM7i4z8UYNAOxUuP2Ld8wvr6eE3qfS1JkExs6R6Wa23ibR0D0iO5Bh/AOCARTOkxBExpjU8cCMCp5FEaDGc5fCFdvgmnPctG2xfRxuhrnsjdHhVAQHrQj2B4aRWaDV3rTiJPaAhC6IOkKUHYAKnOUzUDKYLhxD9y4t510bcf/HIQQ7wghTv272wEghLhXCHHT7zh+rBBiwR/Zpl9xTosQ4kchlKeLEKKLEGKBEOKgEGKjEGKZEGJMYN/5QogX2qjjOyFEZMvt/3b84xSv9Z56zlp4JpWuKgb5DExLfhJHYh12Vz4jDqymzGJkQ2DQIBEsjj/Ea8W1XFldRU3GJL6sjGRZpxEc7fmKDwJRjv6A1qhSp+Pj/EJeiwhnWUiALJWyUe3Zq+cJmHPn4/A6SHTUcLY5hQP13fmkRuKqGcT50wfxSuYyKpwVaDo3WzxPM+MdA3kFZ9Ez4RPOzOjMGd1mgM7A8R2PJ8wYRqJNJe8Y6AJzaTmZBgPnDZmqwt7nXwtCY8aImXxauJweoUczb20ZxxoM9NIBmh5MAf/UmM7Kv7QyC7pMJFLT8dLMgezMr+bYHoc31m9EXQlXdTwJf956qsr2sCxgC1en09GVZM6zhCOjJzOv4isqXKUMcDhYr3fiFgKfsY5PDrzJo5tyGIyJfSF6EAKXEGzLFxARDMEVCDpHdmVL2Tb80LiS/sH67Vw46DjiwvR8UbGVmCEz6bRrJ/dUTsWLnq92VnPaUars5WODYUmLEhaRs/FNZu5/G4A1RWt45OvdrM2q4MaJXRm9/FzIXaW8bS9f3egBqNdpfHLJcGqcXsIbyIpJD6kwmZAY0BnQUIO+uR88z0mZ/221DDG+/ADfRIeClFiddTynreGx7tO4N3sFi0jFF7g6h3kl5gTw13cnIbaKkXGTGf/kSjw+P8+dOYCRnWKosJvoFEI72tGOfxAeW7SHV39S1jKju8RwXJ9EduTXkFthp7imtV9oAwanR1JR7ybMomd4hyhe+UlNmluuXVkNOuwBEtQvm2/vGh/K1rxqhICiGifH901kfkCl3zEmhPE94thTFEiW5PNz//ydbMqtAiA5wswdU7sztEM0R3eLJae8nv6pEQgh6BQXJDr7JIcTazOxZGs5Lo+fTlFhRFgNGHUaMSYLVcJCQ2CgFh4MEUx+8gnqli/H3KMnuogIoi6/Ascp5xIeZkbof37YID0ehCaIvvhiyt98szFhDABCYBk8GBFiRTMaqV+xEmGx4C8PKnDc+/eTd/kV+Gprkc4m9g4ORzNCFUCLikIYjc38WX3l5ZS/9jrxt96CfcMGTN264bfbcW5THtue3Fy8paXoY2Ox9O5F8hOKcA6ffiL2mWdRcNPN6v9VU0v1ggXUL1+BqUd3rEOGUnDjjSAEqa+83EjUAlj7x2HuEYXQawidhi7cROLtQ5FeiS6QEE1nM+Itd1Dx8d7W98zhBYsOHD6Qilg1dYvEW2xvZj0gnUFlmxZqQB9pxrGrnJpvczBmhBF7SV/8dg/CrEMYj4yAaEc7WmLPBS9/1P3ty0F5uqahlK537Lng5Y9+a51SyhUEh4b/b+DOySH71FORHg+66Giizp6pQturqnDtbf1MaISmYRk0EE9pKR0GD1GWKQ3c6i9EBIBa9BszfjCsmgt+Pxu1KFZe/jRdl37BsK3LcBlMdL7iSsqvuwbpchHvqCLhxXvI/CgSj9dPSUwqvjPPo8eU4wg/bjJRM8/CkJyMPjoaW2wsn611s7vKQ4jHyUVnz+LRRXt55ceDhOgFX4wcjX/1SnYPPpZvdwYjICxGHSaDej6N7BzDl1eMpNbpZVQX5W/68tkDKax2MiDtl+fk+VUOruhzCzcXPUlRXQV6WzDaJC00jTBTGAOjh/BN7gIcXgd2j71xTgjw7KZnOVB1AJvBhjFc3VhN72Bn2Q58+Jqdq1tkN4rtzSM5ntzwJGd0O4N6bz05NTmMTRnLppJN1LhVXT/k/cDwpOEYdAZuGHRD43GLT13MipX/xZj9OgDi4DKozldzvIkPweezoDIbukyCmZ81HhdqDGXuCXNxeB2NlnXPjHuGUnspsdZYVUhngOhO8OIwYkr38BFwZVwMPwXmvUttoZxdXYQf2IWLZT1G8kqVC3JXN7+5DVYMOiPY4qHLRHiuP2gGRe6Gp6hEW5aIX/w/taMd/18RiPIQUspfVnL8uvr0UrbwSfkTcZjzzQK+kFL6hBBmYCFwk5Tyq8AxvYHBwE8/U/X7wBXAQ39Cs/+x+EcSrw2rl5s1N8lb7uergirQvGyKDOXMmjoGV4bxSpIbBBw06Xg2MpyHvDZ20InbRRH6yicwykCQTRMlzoR6J707TiafPHAFJnpCEObzcVNlDTGGjVzT8WSMjkqOWvU6b4VYOTZeY2ifOzDG2ch2/cA9w+/hzRX3sM2r2phfWcVpvmz+W7IOStZBWDcYdR3doropj5yfnlDhGuPuZPryJyCmG/Q4Eb68Qp1f+rkjrC+3Hfsc67MqOXPdGm71XEJMn2M5avgYRbg2IK67egGF1Q5OfGElDo+P73aX8OLMgYe/qfkb4e2pxPhc3B+ewrfu+iDxDByQ+dxzYCN9di7iRGM6tqsWsnR/Kf4lb7A6cQUISWa1IifWYmeY281avVJ9jnVW8kOgHrPPwNOTnmPu/rkNtxadLxpHTQesnmGEmg3c8MP1/Jj3IwDXjnuU1XPUwNFq1FFYV8i1y67F7XPz1Lin6BjekXCfj75LHuCcyDCW2WxM6XAxT36h2vLggt18W79Znbx0L3jqwRT0LRRCBEnXBoQltro9dkcLTz2hITQDkwZcwq2HPsOHj7VWC1nRvbh3+nh4PoFbyit5JDoK6TchdOr4yxIjuTqkB3LZA5yvxTHV+whLdhVz59wdVDs83DmlBxeP6djq/O1oRzv+HjT1RV2+v6yZUvVw0AmIthnZfKgSnx+2HKpus1xsqImpfRJ4Z1VOq32J4SZqnB7uOK47zy/dz/b8Grbn1/DQ9F5omkBKRdSeOTSVj9cp37eiJsmw8qucXPPxFtbcMZ6oECNRIUbWZpazYFshJ/RL5JpjOrO/pI6bJnWjzunFFUgUFhtiYfPdExBCsGx7OVWhfSi982n6mOuIOPGExvo1s5mwCRMaP2/OrOFQmRNN2Dm2Xwwh5sOTerkXX4J9zRqlTm3p2SoljvXrg/folpuxjRlD7lVX48vNBb8f6XLhLW07+aC/OnivbRMmEDZpEtWfqkmpMJsbiVpDcjL2LVvJOedckJKQMaMxdOyAJzMLpMTvclPyxBNUzZtH1MyzibnsUoROR/WczxstEkzdu1O/YiWOLVtwbNmCv7pGER1S4ty1uxnxCqC1UGJpJj00z0mJz9HGWFmvoY82owsz4tpfpbYJiDyxM3XrCqn7Ia/VIcKoET6tI9XzDuIPqF/dOTVUfLYXx5ZS9LEW4q8ZgDC0k6/t+H0IkKy/mWhth4K3rAzpUUmdfOXllD773K86ztilM9LtwZudQ3V2TrM5TQOkTkfkmWdS9cknjZEGDdAsFkIWfo71skv5qUrHU8VWRi36Ct2YkWRfOIu+IT7E9o0kPf0UO++4l4iqUnxeL87ySq4few1Z4clwCF7eXshxfRKx9O1LvcvLk4v2EGrW8/Ap/Xk9Loz+nWNIS4pm88L9ANR7JYW3PMjRXWLYtbkAZm8FlK/rOUelN1Ou9kuNaHy/KbeSGa+sxi/hirE13DK5+2HvzaIdhVzx4SYMOg2dOAVf2HfNiNe8ujz8tX42HzQQ7bmceZeN45O9H/HWjrfwSUWq7qtU5RuIUgh4vYom3uo6E69OeJUH1zzYuE0ndPikj2RbMjpNx6xFs9hbuRcNjUv7XcrLW1UCXr3Qs7N8J7f8eAsR5gieP+Z5osxRlNhLuDdvEcYQKwO8gsSO42B5IOpk2UOKdAUo2NTqunWaLpgnBNCERnxIGwKcJgmKI/1+9EKHXjMQNuI6mH0FGnBabT3lHSZChxPgxWFqHtUSvU4Bnws2vKk++1yw/TPY+C74PTDjXeh5Quvj2tGOI0DGbQvPosUiX/Z/p/6uvkcIcTdwNlAKHAI2SimfaFFmPPAEihNbD1wupXQJIbKBj4HjAC9wCfAI0Bl4XEr5SuD4m4HTUCO+uVLKe4QQGcC3wFpgEDBFCLFTSmkLHHMqME1KeX6LtlwcOI8RZS55jpTSLoR4B3ACA4CVwA20ASHEUOBZwAw4gAuklHuFED8B10gptwTKrQCuDJzjeaA3YADulVLOE0KcD5wM2AAdcHSLU80EzmryfnUD6QogpdwB7ODn8RWwnHbi9e9FnDWO4xKO4uui1fiFYH58OYjAqq4QfBweSoglAc1Tht+gIqA2m02Ql8uIqpdIie9NEeAWks6YOYAixVI8Hh4sLQX7eq4Ji+QJ4aZCp6NO07i+oopIn58LPQdh30Fu1eJ5MiqS70OsaO79fPHjZG5MTuOg8BKiD+HzgmI+NfrJ8Hgo7jOAQ6uDIUKeoh0Y3HYwWmHz+7D0gcAeAae9p94uuh22fgRGG3SZAP3PRBMawzpG8/W1o6l1ehmS0TpLZ1NU1nsaw0kLqn8hi+ShdcFMkzHdmFhp4lpvAp+HGil2ZePxe5iZnMATxaWkeAuY/sVxuITgagyUV6ayN7wIvysenfUQPZwuBrvcjLM76OP28kFKGppP4hcCp86DWbNyzcBr2FNURq5zKz5dOXFxOj4692jcsoqf8oKLH2kxeh46qRv7imq5Ylxnvsp8v9H36PN9n3PzkJtVJs2QWG6pKOYWc0eqep/Gu4t/oqzORd+UcOjyNKx/Hfqc1ox0/TX44dAPPLXhKWS0oF5cRH9NMKR3d0TKYEjqz/K85fhyA+bxEmzHPgb7F0NtEVEhVmJrEsmumEZGVA7n+WYzM+vTxro7aMWcGXOQ1NRBzNui/PxWHSxrJ17b0Y5/EG47rhsLtxce0TE+STP1DkBShJmCqubJt0prXewtajvb9MEyOwfL7KzYX9ZM+3XnlzsJNeupdarJ89FdYxv3jeocw/ytBTgCJGq1w0NuuZ20aCten59Z76yn3u3jyy35bP3PRDRNUF3v4addSiUaatHRJz200RZgVI9IKuo8RA6eiFH/865DdldQtev2+gk5TDin9Pmwr1O+3O7sbKyjRuI+mIlms+HJz1fZuZuotEoff4LSxx5vs66W0Ccn483Pb/zsLSjAOngw4TNOpXreV42ka/TllxN19kxyL76k8VyegkJSn3+eivffJ2T4cPRRkZS/oSaRpS+8QMxllwJgSA7Y0ghBwj3/oXbxEhybN6OFhRF14Sx8dbUIvYGI00/7VW1ugK/eQ+WXB3Dn1GDMCMPv9GLpFY0+xoq1bywgKXhwbWN5Q2oounAjji0BArrBrBFlQyDtXiqbKmc1QdjEdOpXq++yt9SBr9qNPqZ1Fux2tKMdfz2sgwZh6JCBJyv78IUMBgiQsw1w793XvIyUYDRCE5W/8PmoX7ECzWrF38JqAIcDx4YNODZsQD90Anfv3k5GbRFy1zcIwKPTUerzoUtJ5YYhFzItcxV74zszvH8HsgosdKk8RO/yTAr2R+HpGY9Bp/Hc9/sbI0UeP7Uvr587GICL3l3P2qwKIiwGTuifxOgusQhNcMqgFDrEhmDUafRO/vnkS8XVzsbokIKqn5/brD5Yjl+Cy+vnuN4J7CychFUIvJbNlDnKGslVnXUfbhpFjwABAABJREFUFd63GD/n/p+tD6nhqe6LrB1GQuc5VAQEOm6fmwhTBLcPu50bfrihse5O4Z14c9KbbCnZwt5K9Tz242dM8hgMmoFady2X9L2Ex9Y/Rm5tLrm1uSzJXsLp3U8nyhyF0WDl1jjBcR2O47Eep8GaF5VQJ/0oyBgFexbCyGt+vs1tYcNbsOIZMIeBqTd1Uen0HzCdixOHkR6WDmteCV4ygiv6X6FyYLQkXW2JUFcYTKLVgJShYIlUBCwoS4R24rUdvwMB0vV1oEEVlg68nnHbQn4r+SqEGAKcAvRDkYqbgI0typiBd4DxUsp9Qoj3gMuBZwJFcqWU/YUQTwfKjUSRmjuAV4QQE4EuwFDUSO2rQIh9bmD7eVLKNYFz/ZpmfyGlfD1Q/kHgQhQxCpACjJBS+g53MLAHGC2l9AohjkUR2aegfNXPB64TQnQFzFLKrUKIh4GlUspZQogIYJ0Q4rtAXQOBvlLKihb3zAh0lFJmBzb1Qt3bI4KUslIIYRJCREspD2M8/e/DP454Bbhg8M18t2AmbulsDN30e2wIfR1CgN14SBmcB2wCDhkMOITAIiVnWfvwvNiITpOcEdKNJ+v24PLBbeUOrFJCXRFH1xVxNPCd1cItcbG8ERHOKbXBcMiiyv24Ap43fiHwCEG1zwl6PQ6PnbXmyVxd9inrzSPoPqA3J62u5Db5EWHCgWHHbEoPbiL2prWKWG2Aqcn7PQvVX3cdjL29GWHYPSHsV92jnklh3D2tJ5tyKrnqmM4/X7jPDNi9AFzVMOkhRGw3LgLe/ngkHn9wkHfAaKTAoMceMCMsCang84qDXFZ+I6t0Q1innck5ifG8GBmOxe9nWl093/hzm63AX7D4PJ4e9DA7t56ErcsOhM6HUecnNcpKjdtLiCGEOk8dycZIJpiTEMOCeRuGJg7Fst2C1+9lRNIItdFghou+V1k0O48nwmpk0XWjySqrZ2BaJGj9fpN36vqi9Vy99OrGz8W9BjP0qLublWkwsAdwV/dnR14xm7a/Rm+9nltjo/GLQkKsnzPWeTbnVSgl1g6jkcsSYjFIeHrsUXRLTWF1ZhmZpfUqwVdLbHoPtn4Kg86HvjOO+Dra0Y52/HakRoUwIC2CzblV6DSBr6kfwC8gMhCyX1LrItJqQBOCvEoHRp3AHfBmXZ0ZHK803d6Aenfr8VMD6QqQV2FvzDHVLzWC4hoXP+5TZJzD42PM48t45oz+nNA3CYtRR73bR4hRjxZ4hpfWuPEGzhkTaiQ+IijBNOi1Zp9/Dv07hLEnr45Im4FIm+Gw5YROR+z111H12WwiTjmlkdAsfe55yl56qfUBLUNlA4SCsWvXYBKYAJqSrgDOnTs5dNHF6CIjm5EQ5h5KIWVMT6d+ucoObht7NMaMDBLvvbexnHXoUOzr1mEbG1zIj7nqKkw9emCIi8PSrx+W/v0JnTABQ3Iyhvg40l577fA36WdQ+to2vMVqodhd4yb5wZGIJmS3r8aj7AYCEFY91YtzgjYDgdukT7DiLWppuQn6OAuhI5PQhZuo/T4Xc7fIVqSrt8pJ1ZcH0ax6IqZ3Rmu3ImhHO/5SxF1/PfnXXqc+tGUT0IJ0bQpT71649uxFM5sx9eyJY8MG7AYLOp8Hk9eNJzs7WPgwiQlX1BmY5G+hug8k5qovKaVnHydv9ZrK6TKPHhPHEP7qMh5b8RJmn4fdj2/jgj2X88EdJxLSRK3aoFz1+SXf7ykBoMrh4c6pPdA1MTYf+CtsAwAm9UrgynGdKKhycsvkbj9b9pyjMtiQU0mISc/9J/YmNtREmWMAx84+tpF0BfB7I9FbWkcOAESZoqhwBfpp4UcXkoXUOxtJV1CJtE788kTuGn5Xs1wZocZQoi3RVLurGxWwA0LS6K230bvvxY3lRiaP5KuDX2HRWxgYr6ITE0IS+Hjqx+yr3McxaceoHB5XrlM5MFIUkc3oNkVtP49N76v8IA2Y8AC2kdfQzMwyd1XjWw1J9e6v8Gz7kJimZXTGNtXVIODEFxXxmrNKzWOHXdq62I+PQdZPMOZm6NhSLNeOdrTCwwRJ1wZYA9t/q+p1JDBPSukEnEKI+W2U6QZkSSkbBpzvopSgzwQ+N6g4twM2KWUtUCuEcAWIyomBVyD8FhuKcM0FchpI1yNA7wDhGhGo69sm+2b/AukKEA68K4Togho5NgzYZwN3B9S5s1AkMoG2n9DEY9aMUhwDLGlJugYQA1QdrgFCiLmoe7BPSnnyL7S3BEgC2onXvxPLtmuU77mdntpBnNYi8q01eKqGYU5+H52pvDGrJEJg9fk5qa4e86ALmZ1r5fHyMnTRTjw+2JS/ih8qquGSH7FGdYKXRyj/HABrLF937o2n9iD5Bj3RMT05212B3VHGRVU1uITgvYgIckJjeC0qGkegA/IjuaFwAjf4p4ELlpkMfHXVGMxv6pQQHYh1HIT6MkWkCaFWMPvPDF7g6Bvh+/uh0ziIbp4c5Ehw4agOXDiqwy8XDImBCxa22mzUgtma+8X2Y+aw03HOPo+vbCEU6vV4Uf5QT54+EC0sHvPigTiFUtR4NB17xACUSr05ir67kYy4Swmzm+lDBeeV1kJ1HmHhKTx3zHNkLX+Mibu/QxwYB5evgpgujW1YcuoSfNJHlLlJcrCIVPUKIMZmIsb26wiDw6GovqjxvZCSo7LXwzAfaMHJ6IxuM1i4fwV5lS7ifSfw+OaLKcdLSnwsRr/AqQOfx8Z39R0Y5hvA0vg8lttCqBVKkfbol49iNFxCjT6aGJuJ9OgWJq8eJ3L+tQjpx3doHbo+px5moNOOdrTjz4Db62dXgVo0+bWka4doK/1SI/h2ZxGVdjVR3lmglK2nD07l0VP78tIPB3hskVLACKB/ajibA5YEYWY93eJDWZ/T3K80PsxERb27MaEWwMGyoAJlb1EtL589kBs+28KiHUHF7TfbC5neP5lPLz2KpbtLOLZnMOQwOdrMoTInHq8kI/63qx/DrHqGdo34VWVjLr6YmIsvbrZNCw8uKAqLhaTHHqXwP/fgb+HZah0wgMSHH6LinXfw5OQgXYp41MXF4SspaXUu+7p1WAYPbrbNnamUWDFXXoEICaHijTeoeONN8HiJv/22xnJpb72Jp6gYQ1LQfkZoWjOLBSEE1oEDftV1/xx8NUFiGJ3AU1iPMTW44KoLMxIyPIH6tYF+yeWj7sfWRIG3wtlqG4C3yE7+vaux9IoGAYaU1tEftcsO4dyjxtCGJBuho5J/xxW1ox3tOFLU/fDjr/JlbYrIWbOoX7oU185dyialrg7HunVgNtPvh++QHg+Zx03BH/DSNiSr37UnsFBlGTAA5969SLudTXFdWZfQk5MPrWFS0Vaw2xuJV4PbyU3fPMNNAELQ/b+X8vY5AzB9q/abfS7WBZxerhjbidhQE6FmPcf1Uc9PnSa4alxnPlyby2mDUzHpf9vCjqYJbp50eHuBpugcZ2PhNc0TO5l0JnSaDl/guo5JPYZe0b14fsvzzcoJBO9Mfodady1PbniSrBo1NzQZfPi1MlqyG17p5amNT2HWmXH61HO4qL4Ih9dBRlgGz457lvKl9zFl50o4OBau2dLofTopYxKD4gdh1BkJMwb7wk4RnegUEcxp0XKu85tQ3aLfKNzauszI6xQp6qiEhH6Y55xPuN9PldAIl34VhONzg6tJxI6mB78XkPDiEOg4DhxVEJUBYUnN6y/dq+wSQFkmXP9LEcftaEcj2fdrt/9VaPAi9Dd53/BZjxriPyKlfLXpQQGrgZa+HU0f/mbaxjvA9IAa9XxgbJN9bfiAtMIDwDIp5UmBNvwAELArWAKciLJFGNTQVOAUKWUzo3EhxLCfOZ+jRft3Ao3eW4FzD0bZN/wSGiwR/t/g5+ML/ya8vTKLKWITXxseYKnndU6qL+fYuGcwGwIrjU2+un1dLnZYLDwYGsatRR3RolY27pNCYPKDH7MK/Z/+MuvNJl6MCCfXYGL6oKsx68ykh6Uz5tQPuZVI7iurIMLvR+s8me9iOvKjcLDEYsQRSNqk81nAr0MTMLFnPGlRVrolhqM7eza7zf0okFFsTj1PNXL9G5DYn+1xJzLysR+Z/MxPFFY7+CYqjjN6DuGNrsMbk0EB5NTkMPnzyYyfPZ69FT9jtv9r4HFCbXHb+5w18MOjTKsKrtwOiBtARNpIEvyCrm4P9ZrGZ+GhLDv6GkJ6T8Xy6amQv5Gnqxyc3X0mM7teyUafFa89Hb2zV+CGS/o5nEyqKaUq8j2yQmtYYzHTta4Syg/w4JoHmfXtLF61H2Cd2aQ69trmYb6LcxYzY/4M7l/9CyFBvxPHdTiOC3pdwCQ3fFpQyLF7f4Sy5gqrZFsyS86Yw5qpj7Cw41KqA97SeUYD0T4/YS4raG4ykup4NeMSvg61UCv8aEC4z899zjVcX3Yvm3MrWZ1ZzJyNeWwt3cotP97CvAPzyK/zk69LAWCnN5kDpXUtm9mOdrTjT8TsjYdweZtPhH8pGbxPQkW9uzHkvymqHYpgu2JsZ9Kj1OK9BM4cmkb/1Aj0muD2KT245tjggluk1cDYrjGU1Lqaka5NER1i5JSBKViNep46rT9ju8YiALNe45pjurBwWyH7imqZNaoDTyzeS7/7FvPBmhw0ITAZNGxmHWZD8+5+c2YNX60rZmdu23YIRwKH24f/MMR1zZIl1K1o0i97PIRNmIBt9Khm5fRxcSQ/8TjVc7+k8v0PkC4XoZMmEXXhLDA0WSPWml+HY1PzCCfH1m04tu/g4PhjqXj99UZiwZ3ffELqLSsj/7rryDrxRFwHDx7xNR8Jos/qji4hIObwSerXF7UqEzm9C0n3jiD06BR8lW0TrHj8hAxLQLTlseuTOLaV4S11UP1NFtLjp2pBJpVz9+OtdOJvoq52ZbbtS9yOdrTjz4H0+aieN++IjhEGA9LpwJ2d3Zqw9fkQej2G2FhibwwqI7XISKJmXQA6HZYBA0h7+y10oWoh5v41b3FR9xDGl+yC2trGZyMQNI/R6Yg8+2yETsfAgV1Jfuwx9iV15e1eU7mhkx5XZia1n33KjA4WLAYdgx5Ywumvrqbe5eX8vFV8vvU1Lnc3n7/YN25k34iRHJw2DU9x6wW0I0G9p54qZ1Wb+4rri3lt22vIJn3RyOSRjEkd06rsbUNvIy0sjet/uJ6smizSQtOY2X0m0zpNwKdTcyObwdbsmBp3TSPpClBkL6LCWcEV313BVUuv4h1fKdtNRkVouppbPny0+yNOmncSr297/bde+q/DUVeqCLoG7JgD3haJQpMHwq3ZbDx/Ls9n9MYU8GKPkH6a6aF7TIXYgOq4pVI6cxkUb4fd85UF256vYfYFsO9b8HlABPrpmoLmBG472tE2co9w+6/BSuB4IYRZCGEDprVRZi+QIYRoCEk9B/jxCM7xLTArUD9CiGQhRNxhyhYLIXoIITTgpMOUCQUKhRAGlHfqkSIcaAgPO7/FvjeA54D1UsoG1cO3wNWBBGAIIX5RaRA4VhewaQClSB4phGjqN9JSvdwKgXMmANm/VPbfhH+c4rWi3k2t00s37VDjtnWJuynV69AkDHG4WFl/HIboZQgh2W80Uq7XsTV7DvEdelIngh3u9+YwRsZ14qKDXqaHl/Gf3QtZER+P1OBdv5//LriBtZesRTMEvjvhqXBI+aw9XAkFIUHi0i8EF1dWM6TGTU/TZWwd/Chjjp/auF+XMYKQixeRV+NkaIcoZVJeuges0XzWaTb5Aa+ib7YX8Xbew1S5qthZvpNEbQwDklNJirCwKGsR+XXq97Lg4Hy61VVCVEewHe43fBjUl8NrY6E6FyY9rDripvj2Dtj8PufpNHbGxuDWNE7vdjpYo+CcL4jb9AzUH0AgiO09A6oOgV8N0Dr7IM4ay1ObnsEYoaqLNneg2AkIwW6TmecZR4h/LzU6jVCJGgRkjOb7DfcBUIKXG+NjeTV2HCM6NB8QvbLlFUocJczeN5tZvWeREppyZNf+K6HX9Nww+AaorIL8ZyG+D0RmtFk2/NtrIH8jT1gt3BwfhwdJvlED7OiwY4tbyfNj72LaFy9R5a7mrKoabqysQg/sMLkJSX0SYagk03canyz9lgpnBd9kL6Jufz2Junvp7NnLNroyT/ePXAdpRzv+tdiSW9lqW1PuM9yip7pFQqTcCjv+w6iWNuVWAfDp+lzyq4Ih4bd8vp3Xzx3E+O7xaJpgd2FwUqbXafyw7/BJvWwmHWvvGI8+8HywGvW8eu4gNmRX0j0hlEU7i7hzrlKU3DixKwu3qcWs137KZHBKNMVVigzenVdPaoyZmDAjHq+f7BLVJx0otJMRZ8Xt9f+sjcDhsDO3ln0FdkItOsb2jkbfhLl27t1L/jXXNiMNQgOK0oS77kIXGkrlJ5+Cz4d1+DB04eF4ioKkpGXgQMpeeimYVEuINhN2NUCfnEzs1VdRt3wFfnvw/usiI4m/+eZmh1XPn49zh7pvVZ99Rvzttx/xtf9amLtEEnNGd0pe2Yb0+DB3j2qznHNXObUNybQMGrQk9yWET+4AAurXtCZvG4/x+in/ZDfOnUrhWr+++SKsPupwYot2tKMdfwayK53cOvIyztmxkN4V2a32N00O2ADp8VD10ccIixnpaLEY4/Fg37gJY2oKVXM+b9zs2rGDKp+P7tu3IQKLVPrYWLzFxUQ7ayj+6jP01a2jR/878Ex2xHbmxePS6DE5uCgWPm0qk7p2YaLLjalTRw6MOwZfdTWVn83m7am3Ul7vpjyrgrXbs0l87DEACu+7n83dj6JfSgSRIUaqZs/BV1GBr6KCyu++J3vEJHokhhJqPrL+5mDVQc755hwcHgdPHP0E49PHN9t/+4rbWV8UTN5o0VuY3GEyYcYwnjj6CZ7f/Dw5NTmYdWbGp40np9xOg8l6iCEEt9/N3INzG4+3GW3UedoWROiFnov6XkSUOYqVBWphMUsHFyXG803nC0iKCAr1nF4nr29XhOuLW17koj4X/Vq/xyOHOQyOfxbs5YoU7TIR9G1HCF675j9Uu6pxRUVxU0UgGqJpAWs0zHgfXh0d9HNtgCksSC5n/QQb31Hk7K55IH2gN4PXqfJ0iHZbm3b8Iu6guccrgD2w/TdBSrleCPEVsA0oRtkFVLco4xRCXADMFkI0JNd6pVVlhz/HYiFED2B14Dddh0rm1ZYlwG3AAlSirw0oK4GWuBuVkKs08PfIktfAYyirgbuAZqHOUsqNQoga4O0mmx9A2SpsCxDCWbRNULfEYmAU8J2U0iGEmAY8JYR4BnWva4EHm5Q/Xwgxvcnn4SjSdY2Uso2ss/9e/OOYno/X5eLw+HhbDOUlWzplmka8T/1PIvx+XiwpZ23dXFJzjmdofj96ulVnIIA6bRdIiPV66eJy49b7qA8p4ovdy7hv1f0sL56HDFyxQ9N4wOxhf/5q1hQGLDgGzwJzOESks7F8ENJnapzTaRIM1d04yl9EuLCTvud1nJUFje0+UFLHxGd+5LRXV/PUkn2q0wNw1XJs1wgMOkGoWc+IztH0ClehJQk+A7e8v5njnl1Oaa2L0SmjCTWEYtFbGJu3A96aBC8Nh/LW4fw/i8ItinSFoJ9sA1Y+Bwe+ByDG5+eteh0f9L0+SHB2PJprT57NY2Me473j3qOvXw8vDgVnlQotOfcrtpfvbFbllIwppIWqQYZbg/KefTnK6SLB6+VSLVYNAjQdF/a+EE0Ev3LvG1v7WY1OUWFD3aO6E2c9QsL5t2DC/XDjPrhkGRiah+I+tXgvxzz5A5l1ypJhlN3Hld0vI0XqOL62DrNUA6cJHUewtXQrVW71PA+RklIZxbveCcxPOQbNWIYQPhblfUyFMzDg9ZuRfhMFLjPdR53ES7PGNrMiKLWX8uWBL5tZIrSjHe3441Dn8jJ7Y/7Pl3G2PR7Iq2w7Mqa0zsU7K7O59fPteFtwZu+vzuH7PSWU17noHGdjdJcYDDpBl7jWY68m1njUuXws3lWExxes8KqPNjPzjbVMe34FxdXOJscJeiWpUMbJvROICAlOo7JLHCzfVcn+gvqAv6t6rsWFG/luaxk/7Khg375iZEti8xdQUKH64FqHj/om98u1fz9F9z/QSIxqoTZCRo4k8b57AdCFhZFw9910mDObpMceJfGBB8i7+hqq58xBFxlJwn/uxtyzR5B0BXTh4URdfFHwem02TD16NH5OfvYZzD17EjZ1ajBRFuCrqkKzNb/PIUOHIsxm0OsJGTHiiK75t8CQEELiHUNJunMYlp7Rzfa5C+oofm4TNSuC30djWii66ABBGvg+GJJtCJMO576q1icwaY1ONX67t5F0VRsk+CWmrpGET+tI+KSMZocuKq1mWXmLpDztaMefgID6aJ0QYqsQYqcQ4r6/u01/BV5adoBtUR2Y3WUcHr2x1X7p9YLuMEkLW5KuAby2qYT8a6/DtbP5mNy1ezf2zZtxbFVh5lHnn48wmTD07AX1zaNH/ZqOBWlD+TFtEOWWcN7cXEpxTfB8dStXkjX9JLJnzKDqyy/xBY73VVYyqVc8QkBSuJnenRIxpKh5RJUwMuuttUx/aSUen5/QiRMRBgO6qCgeKLBy2qurOeGFlVTZ3RwJ1hetp9Zdi1d6+TEvKErz+yUPf72bPYVKWSkQJNuSeWTUI42h/ZMyJvHZtM94aNRDfDj1Q3blCWa8uJ3qrPOZkHg2T497mu2l25ud75I+lzSzPRuTHBSKDE8azpX9r8Sit3BOz3MQNNjRwcem5guzZr2ZoQlDARiVPOrPI12b4rT34ca9cOanzbf7/TDvSnhhKOEBxfP8sDB8Qy9VdgIACPW+y0TIXNqadAWIamJzt/6NoCK2wYLS64Jxd8H5C1TEaQPKD8LmD5UquB3tCCCQQOtiIAcVKJYDXPxbE2s1wRNSyq7AJFTCro0AUsrzpZRzAu+/l1IOkFL2kVLOklK6AtszpJRlgffvSCmvaqi0xb5nA8f2kVIeJaU8KKXMllL2btoQKeUcKWUnKeVwKeVVUsrzA9vvlVI+EXj/spSyg5RyqJTy6iZlGtvbElLKH6SU0wLvV0spuwau5y4pZUZDOSFEEor3W9zkWIeU8tJA23s1qafZ9baBF4HzmtSzR0o5RUrZMXAPJkopv2tSl01KmdLklYdSF7eR/OHfjX+c4rV3cjia5sGT8R4v6yVLXXG8XlTCcquFgU4nFr8Pj1bDf0K/4ArnpXgtamBhFkYc0g0CynQ6Lq6q4WFTFH6vjd3ZESQ0saAx+iVuTZBoCOW0n67DL/3cOOhGzu99PtymCMtJX6wldssKvokv5ICtHr+A/MFTyVuXSRJlpNdvo+6ZAVwX9zyPX3YqmaV1OAPqlF0FNarT2/AW6M0cbc1lw50T0OsEISY9z/ki2VFQTGePmyd0K3nPMYn6nd/QM9LE0tOWIpFY3pykGmsvhxeGwpmfQNeJv+4mpo9QJGnxzuZq1/KDsCSQQMoSDcc92mZCJ72m57jU8TDnAshZCd4AyWCJgMS+XGq6lJVZmdTYNUT1aM495QImdRrNNUuvwWqwMn3ASG74Ua3AvxcZx3GBes/ueTbpYelc8f0VAHQK79Tq3PccdQ8X9r6Q+JB4jLrWg9M/BaHxrTZV1Lt5bqkivE/VLmSK6M4WfydO80/hm7MvhLJ93BASTZ3fjb0+ile2vNV47KGo7pxbfArV0so3OdezNjGaHIMBb2CwNSB2EINsl/B+fj1Hd43jtKMMZFZvwuMbh0GniJJZ384iuyabeGs8357yLTqtfcW4He34I2Ex6OgSZ2N/yeEtPhrUrz0SQtldpCZ1ek3gPUxYvZSweFcT/2iCzjg55XYufm8DqVEWlt04lvcvHAZAfqWdMY8ta6a07RIfSnZZPa4Ae3vFh5vRa4IPLhrG8I7Rqo8BCqudHN8vCafXz6EKO0a9xicXD8fh9REXaqbW0Zo4rqj1kFPiYECHUHQ6jcJKF0UBVeyhBYux7FtF6isv/+L9a0DXpBB25NYSE2YkzBocUhQ//jiOjSpBYdgJJxB/263oo1orPc09euDOyuLgxEn4AqobX2UloRMnoouKImT06MYkWRFnnEHs1VfhycmlfsUKYq+5mqq5Xwbvt1ddrzElmc7ff8+BiZPw5OaihYWimZurPC39+tF52VLwetHHxv7q6/090Iw6aCOpVe2PeXgKmhMivioXiTcPwVvuAE3gd3jRRxixbyjGVx2YCAvAogO7D1x+Wn0rBYRP64R9QxHS48c8OZ1leh89PW46ByJ93sor5Y79ivB9rVcGJ8RF/LEX3Y52NIcLOEZKWRcIp1whhPjmNyQh+Z9Cv9QIfli+nTvWv4+hZdg2QODZpYuPV37WDaoPna6ZJUADckLjeS1f44Q2yFpDcjK5M88GIPn55wifNpXwaSpCb+Mt/+XlrCpm7F9GjLMGze9jaK9U3nXbsetNLKk2suTh75nWN5EXzhqIa9/+xigDT04uKc88Teb3K1jWbzyjUiPYcOexhJj0mA06HCkpePLyCK+vYkDJPjaK7ny5OZ/UjL4MXbMaDAZ+eGgZ4CWrrJ5R/13KZ5eNoGfSr0sqfGz6sXyx/wuqXdXM6Bqcuyw/UMZrP2Ui9CfTpfN2/jNhCqOSR7U63mqwMiZxMhe/t4F9xdn4JWDvSIK/E8m2ZG4YfANXfn8lHr+HCGMEp3Q9hVhrLHeuuJOM8AzGpo7lp/yfAKWmbcAtQ24hwZrA4xseByDF1jpS79UJr1JYV0iSLanVvj8FQkBoQuvtBZtg8wcAvFkXyjKDZITDiW7URBh/N1TmqGTQQgdVuUrB2oCIDlAVyJPSlndsjxPAFg875yohU6djlJ2c7Kfa46yB149RQp7NR8GsRX/8dbfjfxYBkvX3Eq0t8ZoQoifKS/RdKeWmXzrg3wghxLnAQ8ANUsojU1e0ASnlJiHEMiGE7lck/Docdkgpv/+9bflfwz+OeN3j+IKQri8jAyrtUr2OSL+fE+rUpMQNnJmUQK5BT4/wn9gdEMMMr6skz2hhv0Hj+Lp6xtKRezOvxOU2kRQWRl/zhax1b0YzVuHWBOmh6QxLn8D2HW8AkHVoJfQ4G2ryITyVO6N/Am0p/WpN3BiaQmxoCr0TJjDO1YGXDM8wQbcJm3Diy9/KoYopHNM9jrOGpZFdVs/Nk7pBQqhaBdz8Hmz5gPDLVkC88kI1Jg1g4Ia3kEKHLqEPL0YdJGORIkTNxz+rQvP7zFAG5V4nSB/+vd+wwmom2ZYcNGPPWaUyYWb9qMqOvU2tQhoscO6XrW+uNQosUeCogLRhbZKujchbD3sWqPeWSIjpqrJTAt2iuvHt6Z8xf1shA9MiAsmuevH9aer3U+YoI9IUSaWrkr7xg5pVOzplNO9MfofC+kImZ0xudVohBKlhv9Nc/g9AmFlPj8QwdhfWkJqUyILC0dxp+piJh/bAwP/ijOjCgRfPJsqexQPuc9gUvRVjIGlrj/5nEG3txLQ9F3JjTCRVmoaUEOL3Y/BayC3z8/jRnbh2TDz5dflM/3I6Tp+TEzqdwEOjHkJKSalDZS6vcFbglV50tBOv7WjHH4ns8nrK6tpQcrSB/SV1RIUYqah34/VLdCJIympAbKiR4lpFXk7sGc/6rAo8fpUGMsJqYErvBL7aqiwA8iocVNk9SFD+qyYDDRStXhPoNcGskRk8tmgvLm9QEeT1S77eXsjwjtE8OL03L/1wgLHd4ugSH8qkXgmc8vIqvtlRRGZpPY+c3AcAs0HDbNBwevxYTcrrtbzOTUGli1CLjmP7xRAfbsJqFMhtm4me/wF1hbnU1Dip9wkSIowIIXC4fVTVeTDoNbKKHcSGG8mIUxPP9DgL6XGtE3eZOnSk/qflCKORmMsva5N0bUDZa6/jLVbh8MYOHQg/8QT0MSrHctrrr1G7bBn+2lrCpk1DaBopzz3beKw7JxfX7t3ooqIwpDXPw5Dx6SfULV2KZeBAtJAWyQ0BfeSvy7T9Z8PUMRzH1lIwCPThZrxlDoQQOPdXYu4SSeX8g9SvLUQz6fDXB0kbzWYgakY3KmbvxV/bRkZ0CUhJ/LUqk/alO7OZV1JFiE5j5bAeJJgMFLuD9RW7Dp9VvR3/P7G7e4+zUJml01B+e3f02LP7N0+OpZQSFY4JKrLZAK3XDP5tGDfvVfot/hL9L1yqr7gYS//+OLZsCWzwKdIqQMQaO3bgSy2ZbeFpDI8zYjX0oGbPHlVW0zB27YplwACqP/4YgPrVazCNO4bSWhcpkVbWDzmOr7Q86gxWrt85l5C+fejZOYkPXryf64++hqxwRQwu2FbIs2dIIk49Bce2rUi7g6hZszDEx/GfPWa2bqnmhV1rWHXbMZgNanxq6dsX+5o1+M0WYnt0Znx8HDfP2QbAhxcNY2TnEE4Z4eOjFS7cHhN1bh8/7c+n0LueHlE9SLIlIaVkVcEqoi3RfJ35NbWeWq4dcC0R5ghiLDF8dvxnre5ZSqQFo17D7Q1jTMzZjEruedj7u3hnMeuzldoyLtREt4RQzhuRAcBRSUex4KQF/JT3EyOTR6IJjbGpY1l5prIS2FuxF5POhMvnYlCLuc25vc4lIzwDj8/TygIBlKDlnzC3IaojhCZBbQEJ8f04M2eFsgPY960S7OjN8No4Nff0OGj205xwH2z5EPYvQWl7W6D8IEx/CaY+Ablr4I3x6vhxd8LRt6hE0w32BDUFrY9vRzv+YEgpz/q72/BPgJTyPeC9P7jOt3651M8e/ycbXv8z8Y8iXj0+Dy9seQGEmobavIInSpt7320RSeQGEm3srt5PFDqG1NVwa0UlsToXi3U+bAYr7yYlExX+GPVVwykom8riQ5+jGasa68mpzWHewXnMEBFsd5bwfeFKnG8O4JGCXLRuU6G7Wh0e5nSxIvMgMtTOTx30+IWeZ70n08Vcwz5XBK5Ok0iLsqLXaTx8Up9gQ121UB8wkZf+QAcWwMBzIb43wmjjnujOylKgATWFbCjaQPHm15jkdap/UFgyT9oMvPf9lRg0A3OOn0PHrFUqXKQpnNVw1ieHv8GWSLhsOWT+qMI8indBvBqguL1+3ludjcmgY+bQNLS4HhyKTON5fT0ZyUdx+YkfNAuPibAYOMczBzblQ9htzXxoYywxzD1xLvl1+fSJ6dOqGS0HLP9E6HUaX1w+gsyyOrrFh+Jd9hjmFUtgFxCfwVZnKsNrlwBwBbN5wZ3KLkAvJQMKd9HPsot7I3xstATDW+sRoHOB3MxLW17mvpH3UuYoazTrb/D3FULw5NFPMu/APCZ1mIRJ17Y/Uzva0Y7fjrdXZlFp/3miqUGx6vVL6pzBsj4JJr3A5ZVM6h3PtzuDHprvr8nB00QRW2X38NG6Q5zUP4m5WwqQwIj/LsXj8xNi0vPhRcOIDDFQVqdIXa9f4vFKwiwGyuvdWAwaHp/EpNc4sb+aFI/rHse47sFnblZZULVrb0KkGfQax/SNpsbuJTrUQHG1mzV7qwBwuHy4PH62Zddgd0tit63FWFuF5arrWLa7Gr+ETgkWeqbaWLa9ApfHj04T+PySvHInsWFGQtpK8hRA3K23EDLiKFxZWTh37MSYkdHYh9jXr6d+9RrCT5qOMTUV29FH49qzB2G1kvT4Y1h6N4vQQh8ZSeXiJQiLhbCAR2wD4u+6k/ATjseQmtqK3NVHRhJxyimHbeM/BbZhiZg6hqOZ9SCg8KG1eMscVHyyl6S7h1O/qgAk+L3NlXJ+hxctwtg26RpA9cJMQoYmoBl15ASSv9X7/JR7vCSYDFyZFkelx4tF0zg7Kfqw9bTj/x8CpGtT37104PXd3Xvwe8hXIYQOFfLZGXhRSrn2dzf2HwxXZiY1c+c2Trjcmh5jW6rXABzbtzdTumqRkfgrKtDFROO3O5hStIIpAJs/wR7d5Dfr9+Pesweh06GFhOCvr6fio4/4YGs+L3Y5notGdSAxXCndl6YOZGnaILonhPKeJROT9HH+7m94/qhzKZMGzhyaik4TEBpKytNPN57CW1lJXb1asHR7/bibWODE3XA9tqPHYEhM5OmYeCY981PjvuIaJxXfLSZv+W3oUxPx5p1Dl+g0Njlf4MVlPxFuCmfhSQt5d+e7vL79dXRChy8gpDLrzNw69NbD3q9OsTa+vmY067LLcbp9FFQ5SIpQi4E1Tg/vrcomLTqEE/olMSgjktCwAryhSxnf/WgemXBZs7qiTPFkZfUjM7OO64/1YWkSodAtqhvzp8+n2l1N96jurdoxJqV1Eq9/HKxRcMVqJTKK7wVzZsGOz2Hda5A6DLZ9psQ5baG2IGAlcBjBXMlOWP8mjLpOqWUbSNvKHPU3NAGmv6yScQ27rO062tGOdrTjX4x/FPG6NrOaKF8sFbpSkHBifTVDnC4kAoFkpz+dx8IeZKD/PjZpagJRgY/ubg+xPj+fhFt5KDCoEK4dSIOA2OVMqQxnI63V5ZXOSv7jCGWyTqNap+NrHRxnMTN23zdUHv82D5sKucrxKulaCaK2kGWr1+GTUeygI7kzFjGhSwwT2/LqqS+DV0arTip5MAy+AFIGNy+TrBQoHFoPeevUe2sMmzqPYta3s5A22O8N5zq3Ea5cy46lymrD4/dwxRezeT2klMa1U6EpcretsJKWCE+BtS9D0XYwhcMNu8Bk4/XlmTz+rcpEatJpnDYklSd6H83SvB+heht9C1Y2D93ZswC+v1+99zrVKmcTRFuiibb8b0/iLEYdvZLCAdDHZgR3RKSSENIX+yoTVuGiPm4Qpxsi6Zb/HaF+SVpGLITZyNjbfDIc5fVSqdMhhSC7yApS0i+2HydnXExm7R7u0IXDC0Ng2KWMHHIRI5NHQl0JPDcAKrIgpjNcuEQR6G3BbVc+S+Yw6l1eKurdpEb9YmLBdrTj/x3qXV52NUlw1dQSoCnGdY9h6R61+Odu4gVg1Ak8gc+LdhQ3O/ZgaTBkXBPKXhOUV2sDGiardS4vW/OqmNgzno/WBRNKLtxRSFaZqmdwRhTvXzgMKWWb3nAPf72b137KJNJq4Ph+SVwzvkuz/SaDRmy4sm3ZmxckaHuk2li1p5KqgIKy9LRLSb71JiwmHf49VQBkFTvw+iSugI2ODKiu9DrRLIlWWxCahresnJL/PgqAr7aGqLPOwltZSe6FFyHdbmqXLqXjl3MJOeooyl99FWm3U/rsc6S9/lqzuvKuux5vURHV8+cTsmI5uoiI4HmEwNKv38+25X8Bhlj1rJYeP5rNgL/Wgy5SLbppIQb8dR4QYO4Xg3N7GfhAGDU0qwFMOnD9TLSXlEgpeTQ1nicPFDI4xErM23sosxmIOrM7j3VTo4lHDhbw4iG1YPxCj3Smx7fd10gpKfN4iTHoEUKQ43ARazRgbU8Q+W/Dw7TOTmwNbP89qlcf0F8IEQHMFUL0llLu+M2t/IfDvmFDI5EqIUi6alpjGL9p8GBcW7Yoy4EW1gINiQJ9ZeXNK/b78Za32AZ48vLAYoH6ejRg2s4f+TJhKIt3m1l8RlfCn53NYz1OwK03saeoloLFczFJydCi3ay6bACGtLQ2+xrX/v1kn3EmN+lC+fGsGzh24lDiQptbuFgHKWHFgs155FaodneOtTE2ez3Fd9zBjUDIcXnkjv2cuSfOZcLsBwCodlVzxXdXNIbw+5pEr/6afA+pURZOe3UfFfVuPliby9IbxwLwwPxdzN6oEhbGhZoY3jGajj2/JrP6AAsKdnBZzXGkh6U31vPe6mxe/TETgFCTnqtb9KeJtkQSSfzF9vyjYYlQL4DohusTan7YYTTs/1ZtShuhSNjSgKLaGg2RHfhZVOcpdXavk2HXV+CuUx6xLw6D8fdAvzPUq2QPPN5ZzZfTR6ooTd1hkq05a5TnrNGqREMeB4T9RZYN7WhHO9rxB+IfRbze9sU2bnTV8Z90QMAiaxi3VlSxKiKJayxxOJ2pXM1mPvE7IOB5qUejZ/dzKNrwBXnSjrLxgHSPh2yjkaEOJ08b3uClbo/z8cGXGKgLY5WzGCnAK73UFG9jXGwiHxhASMnVCXHcbe7E5sV7mV3dg1LtfG7Tf0RaShp9TJVAFGY91G+dx7z98Rw3aQomfQvVT8luRbqCIkUHnH34i47qACGxUF8KvU+h3O9EBqbxZZ3HQq9L4eWRVNh8KmMxYLDPY1NeIqndp6nMkv3PhJpC6HXSr7vRjoA/g6cefIrA9jdRaDVk7E4KVZMxvdATa2nhgWdpoiyyHj6E9F+Dfmeo/xNA5/Gk//g4CLXqP3nyCbD4LnB7wJagVnv1Js6P6UpyzQEy9RrOqhzeyJ5PosfDzHIdVXFJHHyyI2+EWFhWPRF71Vi6mi9W9S++G4YEEsjs/BIq1CCQsv2QtRx6ntC6fUU7kG8fh9/jpGjK25y6xEJhtZObJnblqmO6tC7fjnb8P8Yn6w+xKaeq8XPD008TYNJrODx+4kJNjaRrA8Z2iyWv0s6BkvpWxzZgeIdIyuo9lNQ4kUBtIOHUkt3FCEALqEYbztcpJoT/zAsmR4mw6EmPsrIxuwK3T2Ix6Ljiw01cMroD/dNaE2E/7VO2JJV2D6cOSiHGdniFfFSokcp6L0a9IDXGwv4CNTEWwJCuYZRUediSVdtY3i8hp9RJXIC4zYiz4PVJIkMNmAy/TLL5aoLkdmOSLNnkjgVIB31cLBgM4PFgSGo9odJFRuItKkILCUEY/yLv778JwqARd2V/3Fk1mLtF4qtxIwOkqrFDOOYOETi3qO9l+OQO6G1GEq4ZgGNvhSJro8xUfXkg6IUhoey9Xbgzq4nWBA/7JMKix+Pw4gEc28oIGZqAlJLnc0satUxv5Zcelni9YEcWi8pqGBERQv/QEF46VEIHi5HFg7sR2nI81I7/ZaQd4fYjgpSySgixDJgM/CuJV+l2qySDATK1KZ2pRUTgD/haL/dHMrSpot1qJXziBKq/mg/OtpNrCZOJ8JNOonruXHSxsXjzFMHora5GA4TFgnQ4kMCrS59g13W3UXzX+4w8uJbLvZKvO4zg8qgawkMtOFHK2pLnnsfUsSMxV1zeiny1b9mCv76eDOrpV7iCpJ7HH/a6eyaGN9rczByehn/XvsZ9Z8Ydh6PHNQx84Fs8yVU0OGltK9tGnCWOMcljSAtLY1TyKOxeO8emHfuL99nnl9S51P2rbhLJ0rR/bpjbpIQmkVl9AJvB1ph8qwGR1mD/Ehny7+5rADj6VkjoreYuqUNgUyAaWehg4gPw0Rnqc0JfZYHX62TIGKXs7QwW2LdI5QJpgL0cHoxTc19vi+/t0geh+xT1ftO7at4LkLNC1ZfQPNIFULYGn5wJmhGOfw4WXq/I3JNe+3m7vHa0ox3t+AfiH0W8domzsfNgX+K9KynW6+npdiCA561e3KZyNHM5ueW1RPj8lAcG97eXlbND15P17iwW2bYAEOX1keLx0s/p5pyaGkwJPbl++Plcn9QD3prI3TFRfBlqY3S9g1C/5NaSYuKn3sOTO5Xf6+akHoTWGtCF7GN9wmJu9MbyReEqTpGrGNntBCp8Fnru/BSfFHzseJOzT20Rypg2HHqeqMzHA76oh0VIDFyxFqqyIWkg45Fc0e8KiuxFXNj7Qj5d/gAZjkKyI4Nq1jh9CSf6d0LMDXDsPUd+o097Fza+A10nNZKmlxzdEaNew2zQcdpgRbjeOPhG+sf1JzU0lW5R3ZrXkTESzvlS+fT0Pe3I2/C/iM5NfJsabCRAmceXBQaV9vJgZtAuE5iACoudOf90AAoNBjpTxVFFd3BOlJltZh1Yv6fe3puikO4k1O9Rq78NyBiFRzPxudXAh+HhxO1Yz5ttEa8HlyJcNeiAlQvfp9BxLqAIpql9k0iPsnL/gl1sy6vivpFG+pR/C50nKK/fdrTj/xk6x9na3O6X4AioOyvqW/u/6jTRjHRtCQFcN6EbwztGc/zzK9ieX91svwRumtCVp77bh8cn8UuIsBqbecZWObx8sv4QYWY9F45K4+WA+mbJriJ23z8ZfQtV4TXju/Dw17sZkhHVqNA/HPqk20iNMWM16TAZNIZ0CSe7xEFipAkNQXaJo83jymvdHD8k7oizMUfOPAtfdRX4fESdfz4A+qgoUl97jfrVq4k4WS0Wmjp2pMNnn+LOzib02NaT7LTXXqX2+++xDh2KZv33q/j1EWb0A9QisqfMgWxQHDu9eIqafP+8AQVytIXQEckA2LeU0CxTm07gPhj4Hga2S0+ABDJoGFLUb0EIwfCIEFZVqfq31DjYUlNP/7Dm3rhuv59FZYpQX1VVT5Zd/U6yHG7ezi/lmvQEVlTW8khmIQPDrKRb1ELA+Ukx6LW/IJt3O/5I5KLsBdra/psghIgFPAHS1QJMAB79rfX942EwYExLw52Z2WpXA+kKUFitCNLGX4jPh+tQXuPiVAOalrGNHUvivfdg6d+PwttubyzT0EPooqPxD++Pf84CdFIyzlOLM1T93iflrGNM8U6sznrsCIpOv5D0Nd9Ru3AhtYBmsRA964Jm5w6bMIGa+QvwlpcTee65P3vZ3RJCWXbTWCrrPfRMCsM/8Gx8ZeVIv5/oi2dy9ZLPqMaLVdecnCtxlHBV+lWc1OVXCkkCsBr1vHbOIBbtKGLG4GByq7un9SQl0kJGdAgjOinf8MfHPM6yQ8voFd2LSHPzxaUZg1MJNevx+WFq3/9xZeuvgaZBjyYEel2DRZ4PKrPBHiBH3XXKa1inh17Tg+WXPxl8L3Sw/7tGQU8jLJFKqZrRZG7TeTyseZlGanzV83Dyq63bt3s++DzqteiWoEfs6heh49FgtMFXV0NdMQy+EEp2QZ9TIbZb67ra0Y52tONvxj+KeH357EGsPPAQJ3GQJ775gidq3gSUb2YDQg3bOejtBSaVWTHa52XGgav4whpHsV4N8Cv0Olbo1eRsXXQKi08OJIkKS0LqzTxQVsFNFZV8Zkrj+9geHDvsUqIjYxAINKExtcNUhiZ048OcO9CMFeQaYZ3ZzGiHk/icr4gPtEUnJCHOwtYXojPAaUfgYRwSrV6AhuDy/pcDcM7X57ClbAskxjcW1fvh0qpAx2P75fCbNpE8MGh1EIBJr+PSozs126bX9EzKmMRh0Wncbzv/vwFjb1dh/dZo6HemGpBs+QgGnAO1RXBwKURmQHgyRHVkZq/zyFrzAD39OgY5D6FJSZRPhdXo0DO5V0csk5eAPQvigokBvDHdOSPsXfaF3w6aj2zHl2zIuoTBO55QK8STH4GkAdBrOgeXvIJFOlju7szwRI21hX7yKh2c/uoqXjhrIO+sygYguvwm8BXA6pfgpr1gCv0bbmA7/mkQQkwGnkXpT96QUv73b27Sn4aju8Yy/6qRlNe7+WB1Nt/tKW1VxusHi17D4Q1OfL/fXXJYWwJQk7zhHdWzvHOcrRnxatILRneJ5aSBybyzKpviWhcjO0XTKzmcYR2jWXWwechojdPbSLqCikpo67xT+iQypc+vmyAKIYi0BcP5YsKMxIQZKap0sTrg/doWjHrtiElXAM1oJO6661ptDxk+jJDhzRd9zD16YO7Ro8169LGxRJ5xxhGf/98AQ4yFyFO64MqqxjY6Bc2qx1fpQjPrsAyMw769DATowowYk0Mxd43EkGzDW+5AOn3NSVhAF20mYmpH9LEWNJMeXVhQ1TUtNqKReHVLyc17D3FrxySezi5iTGQot3ZMxKhpDAqzsrFGqaWNmiBUE9T6JQ9nFpFhMfN8TjHb6xyNZUCpzS5J/Y1jlnb8XbiD5h6vAPbA9t+KRODdgM+rBnwmpVzwO+r7R0MIQfqHH2DfvBlveTnFDz3cpoJ1QvEOSs0RxDmr1AaXC+em1hZpDU9hQ9duJD3+GACmjIxmCbjybLEkxoSSctvNOLZuoxwQZjNhx00mfPqJ1H33PQKwOtVvXUPyRpaX/+TkNJ7HV9180RBAFxFB+nvv/uprTwy3kBiurAM0i4X4229T1zp7AkXuIiypNDLJml/iDyzMRJl/WxTd2G5xjO3W/BkTbjFw3bFdm22zGqxM7Tj1sPVM7v3/gHA9HKY8Dj89DvG9FYFZmQUHf4AxN6o5R956NbeJ6qjC/UdeC8ufUAm66kvBHYxyQWdUc6Kxt0NdkaqzARljwGAO5j/Z9gkccxcsvlNZCxz/LESmK4XtpsB3zlEFMd2gbC8UboZPz1E5U3bMUftzV6t52bZP4bptf8HNakc7WkMI8Q6wQEo550+qPxsYLKUsE0LUSSlbKUkOt/3PhBBiDnCLlDJTCGEDHgcmAtWoJ/0rDQm1hBBdgWeALkAtcAC4GugB3CSlnNai7k+Au6WU+/+iy/nT8I8hXrPL6rn2tQWkuTO54JzzeVunsiZK4OrKai5LUKTqMK+VT6sH4TPn083nZqjDiUCSThU0UKJSqkEI4NJMYA6ogCJSeTbiNq4ru5fPQ208FyWBeu6zpfDa2s+RSHzSx7ObnuWDqUPoEjqIg74DCK+NKFct4Gwc9Lj1NvbETGLyqZcc+cXWlULhFqVsNB5evXOg6qB602TCe1t5OUOdSmHi6jiJ9rRLfxOsUTAtmHCAAWcHLSWe6RMwlgc0PSUnfsILP4QS6n+Ufj0XcrqznJNranmktJxFDgc9T3qPnujAWwqJ/ThUYccv3YSaDZz00kpyy/1YjBnoQg4iXcn02PI0h3Z+QJFeR6f5dxN16QKISOPAjKUUfXo9zxtfoKjiQ44T/6VShlJe5yE1ykq4xUC1w0MEKpRYeuwIV2078dqOhmQnL6LUR3nAeiHEV1LKXX9vy/4c3Pb5Vj5dn8e0vomM6BzbJvEKNCNdG/BzOalTIi2N76f0SWDu5vzGzy6vxO2TvPpTJsW16hm+PruS1QfLmTksrZF4bUnsagKiQozcObUHht/goVla7cZs1Ai1HL67L6t1H3YfQETIP2ao8P8SIUMSCBkSjHqJOb8XALXL86hemNW43dI7Gl2kGV+NG+vgeOzripDu4HfYkBaK87zurHd5GBVpwemX7K+10yPEzNPZxTydU4xBgCfwBexsNTNrWyZuYGONnRPiwulhs/JB346cuGk/++wucpweYgw6av1KRburzk6/UCvb6xyYBTgDdW2qthM0pm/H/wJ67Nn90e7uPUB5uqahlK53/J7EWlLKbcCAP6aF/3xsyK7gzucWkO6u5o7bZyJ8D7TZhzjCo/gyohfn7/4GvQaa19vclqUF/GFhaAHbFXO/fmjh4firqgBIqSsFZyXS5aLq008BkE4nJU88SfILz6OLjsZXXo7TYGZx8kDyQ+M4FBrPh92OZVh1Nj26pxF7zdVHfK2HKuxkldUzsnOMSsx1GJQ4VH/bdC2vgXQVUjAqafQRn7sdfxCiOjTP2THmZvWyV8Cz/YKKU6MNTnwRNr8P8X2U/V9903GUgEuXQ02eIkMT+iji1hQKrjqVVNrbZNxhsMBX10DmUvV5yX9UdGansXDcY/DNLUqFW96EdynbqxKE6YxKZRvog6gpVO+1dtubdvwyhBB6KeXhsx22oxmEUmEIKaW/ybZegE5K2aAWeQPIBLpIKf2BSJdZgbJmYCFwg5RyfmDbWKCFp2UzvAzcAlz8x17NX49/zGzqh637ect1I9GiluzPF4JfrbYKnZGeIo73D7mIleVE+31cEjKXhXUxhBk744vag7d8G/2dLhKqEykKLwQhiPV4SdMN4/aJdzY7zxf2/ux3X025WA2okIrnV8+jyF6ELkRDCD97KvewJn8VX5x1J+vzT6dLTDx6pxN2z4YNb0BFJkZvHX3j9GA+Qg8gjxNeHwfVh6DD0XDeV62KVDs8ZJXWUVcyDCK/C6QWUwOw1yPCmWx3UOONZuf895h88gVqVbAd/wz4fcosvvGzl32bf2BX4QjAR0HUN2DQ82RUJDNrajm1th42fQI7ZoPezMbJ8zj9iwr8UnLVMZ3JKVeKoV6665nWW2NYSg+y3h7K+ckJuDSNGZVZ3OxWmVcn9UrggGEv+CBBVJJOMZWEgoCEMDNLrh9DbkkFlg8U8SqQbP/uA5InXcfWvCqGZkQRYvqLHwklu1WG0x4nQlQGHPheZVk1hcKMdyFl0F/bnv8BZNy28CxaTISz/zv1N0+EAxgKHGjoNAOriycC/zri1e3188l65YU3f1shlfbg4D810kJxtQN3C77VpNfoFBtCTrmdenfrJEY6DS4/ujMTewXJsUMVrcP29xfXNnqygkqy9cLS/Xx48XB6JYVT4/TQJS6UlQfKmLcln292FOH1Syrq3Rzd9cjVgnvz69h1qB4hYGzvKCJCmievkFJid/mptf/8mLOo0k1euZOUaPPPlmvHXwtfC8LclV2Df4ci8OtXFbRKPl1sEkzfuA+7z8/FKTGsrqpnR52DcVGhZAYsAzwSHu6cRLhBz6qqOpqe4YP8ch7qZiXSoGdYeAj7AseUeYK/iVijgVs6JHJqQiTP5RSxtEIldFtQWgXAqso6oo16uoX8xd8lr1spp2wJ0GOa8h/8cAbkb4BBs2Dyw39te/5HECBZf2//8v8W3y9ez6OLHsfk95JXvJ6YANsobDakplHm0YhxVBGdn8n4Wgfl1gjiY0Ix+H14cls7OviAvBGTGP9I0FoAjwd/fQsLHK+Xwrvuxl8b9OyuW7YMd3Y2nZctxb5xI+Z+/bDWeNm4fg+h87/ngx6T+QC4dnwXrtcdGWlVVO1kyrPLqXV5OXNoGo+c3KdVmfI6F1sOVeGu7o0+bCttpbX0OxK5Zclr3D32DCLMEUfUhnb8ifDYwRX8LuGug3WvqRwUFU1tNBr+pxK+u0d5wFpjYPQN8O0doLfA0ItV0i6A3jNUBGbGKHi1CeG+Z2Hw/ZCLFPEKKpF0A4w2SOoPV66F/E3w+YVqu98N615Xz/nSPWqufbjEXX8WctcodXC/s1RE66b31TVEZsBZn0LEH2KT/e/CveGt5jbcW/27+h4hxN3A2UApcAjYKKV8QgjxA7AFGAV8LITYB9wFGIFyYKaUslgIcW+gPR0Df5+RUj4nhMhAqVp7B85zE2CTUt7b4vyDgKcAG1AGnC+lLGxRJh54JXAOgMullKuEEGcD1wTatBa4IpCY8kiu3wbMAyIBA3CXlHKeEOJ+oEJK+Uyg3ENAiZTyWSHEzcBpgAmYK6W8J3C93wbaMQiYAuQ0OdXMwHkQQnRCzSnPaiBnpZSlBC2FzgJWN5Cugf0/BI4de5hLWQ68828gyf8xKWjHpQqihXqoZ9i3g7OSbL2eD0JMVHsKKHPFEe/38WB0FC/H+cgNL2a9ZSUv1Fp5pdd/GZjak0JbKUa3BaPfz7VV1bxTs4VuUU0SCy17mO99s3ja+Aov1m3n1PijOLvH2ZRpy9HbDjauLgspWbzwCnxl+xmW2oUoSxhhkXHQbTJ0m0JjsM9veXC6ahTpCop0aoFdBTWM/O8SZnz4IvbqTtTtu5PB8nk6BZRXxQY9V+tOROBn8qGn4a3JrTyg2vE3QtMpm4muUyCuF3SeQMjwCzDpNYw6A51ClVKpvzlGrXpYY8AeIGq9Tgoyd+L1K+/HaruHfqkRGHWCtNyvOXP+ycR8cgpfyTRcmvrplhqd4PM0JhWI636UqkpqODAggP9M6kBl7m5ibCYGd0qkxqjIISkhS9+B6S+u5IK313PeW+sOf12FW+HVMfDxWeA+vMflEcHjhFdGqZXt5/rBi8PVYMlZpX4j705VoUWle5sP+P4fI0C6vo7y3ROBv68Htv8eJKMGJQ3IC2z718Go14gLDcYKrDgQDPE/VOlA01p3iy6vn12FtQztENmmT6XPDwPTIxo/7ymq4YM1ORh0qmy3BBsn9EsiLSoY4dBQy8qD5dz2+TYyYkLomxKBxahjXPc4xnSNbSwfbTNhNR65eqMmQKhKCXWO1uO1NfuqWLyljOKqIL0WE9Z68UUC6/dXk1/edpKXdvw9CBuXRsjwRAxpoRgSQwif1hFjhkoWY0hWi27oBBjVd7qgcyh2nxov7KxzsKNOLQ6srqzjopRYTALMAu46UMCNew/xeXFls/PlOt3UeH0B24BYdC1+Cl0sJnqFWChxeRgeYeOo8GA0hU7Ay7klnLzlAOPX72FTddv9iE9Krt+Ty9h1e1hWXtNmmd+EORfA1zfBZ2fD/dGw5lXIXq5CXde8CGtfU4umFVm/XFc72vErMS7ci8mvnsPR29cj3epZK+vqkDU1lDWJOOpUU0hiXRladhae0lLMA5UlmA+w65TIQwf0FHUY4lWEn5SSwnvvQxgCxJLZjG3cWCLPPbcZ6dqA7DPPxF9fj+2oo9BbrXRLCOOkDiFM7BROaGBs1zRy49civ8pBbWAcuq+49XmX7Slh3P0LmfPgSyTsOpq6/XdwXPizzco4io8DUxmLi1/k2mXXHnEb2vEnIjxFKWE7Hwux3aH3qcpGQGhgDIOwgK9uw7w4pmvwWWovg+wV6r3XoaJQozqC3qxsAhbfCZ9f1Px8fp9aLHPXq3lVYguRvKaHcXdA3gZVV5eJwfwaoMjXl0fCB6coD9jDYf93au4x76o/bi5dflApehffBY93hPdPhrUvK/K6ZJfa5/cpDsDTPqYCGkjXVnObwPbfBCHEEOAUoB9wHDC4RRGjlHKwlPJJYAUwXEo5APgEpa5sQHdgEopMvEcI8atY/EC554FTpZSDgLeAh9oo+hzwo5SyHzAQ2CmE6AGcDoyUUvZHdQMzf815W8AJnCSlHAiMA54MKFbfAs4NtFMDzgA+EEJMRIX/DwX6A4OEEGMCdXUBXpJS9pJS5jQ/DSOBjYH3vYCtTRWxLdC7SdlfhUBdB1D/y/9p/GMUr+ld++E/9n7EiqcQzip8wPmJ8ZTrdbwfFsq3eSrhaaYx2GQhJSezjo35O5GRYQjArfMy0ennxLp66KQWD55cvJfPti1hvPkNtsSacAkzT5aUcY8vFPeg6/nqwNfUeCoQWiDxhBB8ZdVjmf0IP8XnY9abeWncC6S8NVklVbIlwLSnoOtxqiFet/LBieqkjMd/DrY4mPwo7FkAw69Q2+wVKlTCZGNtVjme8PmYo1eAFMTW3cQ1Y7pQ8EU1d8VE0MHrY/SYG4hb9q1SszgqVPjFP4dDb0eXCeoVwABg9e1pSCmxWY7hYNVBOkV0gvJMsMUrT9hv74DozgwbeQYZOevILrezcHshX18zmjNeW8PMmu8w4iamcgtb3bczvPoLpLGSc0OHMO2FlWRWOOifGsmswgMcrwO98NNdHKJIl8TEFacRtSyX723HM/6mD6i7cCWPvfQEG92pTLb241ClCt3Z28ZguRErnlHka+FW2L0A+p3+6+/HyudUMrfoznDUlSrk6OBSMIWrEKQGlO5WnlL7vlGfPQ5Ycg9segfCU+Gy5cqkH3D5XJh0/y+NNh6mud8egc8P065K+tX44KJhXPvJZnYXtv7OO9uwF2jAsr1lzT7rhMAnJQadIDnCyq6CGq74cCPFNc7GJF0A+4rqWHj1aJ75bj9rs5TSo6nO55P1hyiucbIhp5Lrju1KndPL09+phH2XjOnI+SMyMBsU8Zpf5cCs14i2/fL3v3uKDY9PYjHqSIoy4fdL3F4/ZqMOKSVFle7Gtug1yIi34vL4AfW7TIo0YXf7qKpXn12e9kW+fxI0i57I6Z2bbbP2icFX5UIXacZb4UToNYRe4Ld7SYq1cOmBAnbXO7i7UxJfFlfyal4pTinRBNzTOZk79it7DKdfEqLTaPimGoUgzWKi6/LtdLIYyXN6WtrHYtIJpm85gADe79OBqzPi+a6imrXVduKNBrbXKqLXK2G/3cXA8OaJuwA21dj5uFD9Rh7NKmJcdFirModF2QGYe6nqO3qfAkddoXz/hAaZPwTLSR/s+xpC4oKJMou2wvf3qYn+iS8ErYP8PqWy+qsVU+34V2DIjOMozNxBzccfBUlXFLMggO5Vh9o+0OHAtXMnoMhWq8+tEiH5/RjT0/D7JTfP2UbIV59x5oYvgsc5nViHDSNs8mSqPv4Y6fE0q1bW1HLossvwHMrDmJpK4n8fIefss4lzOvmw3yCqH3ya0V1UxKfd7aWgynnYZJRNMSg9ksvHdmJbXhU3T+oOQEmtkzCzAbNBx4/7Srlu3UccVbQTt87A0+c+xAn94/jmR3W8VW/lrP7T+bjwWyRQ4aw4/Mna8feg/1nq1RSdximbAISaB8f1UmP5yA5QsAl+fAw6jIHu0xRJWl8C2+fA5avgkRRAqpXhsr3N6+19EjzZXYkuYrtA8c7m+xuSavm9kDoMLlwMp30An85Uz3eJEnGAIjsPh6UPqPaW7oaB50HqkF9/P765TSl6kwfBiKtVzo9Da6G4xfkOfg+jbgpeg70SPjlb9UFJA+Ci74O2CB6n8r79/4c/Y24zEpgnpXQCTiHE/Bb7P23yPgX4VAiRiFKYNl2BXSildAEuIUQJjb6Wv4huKJJxSSBHgg5oIzEQxxAgQQOK1mohxDkoZen6wLEWGsK0jwwCeDhAnvpRgpp4KWW2EKJcCDEgcD2bpZTlAeJ1IrA5cLwNRbjmAjlSyjWHOU8iSlXcugFC3AnMAOKklEm/4RoaUAIkcYSk7T8Nv0i8CiHCgFgp5cEW2/sGvJr+MGijroX0o2DR7fgjUqms3wL4qNW0xoFKnNeH0e8nxSe5vayMnm4Pof463ohLocKj1BHZMRkw9C7oNR2nx8fzy3Zj6/oW87XgIH9WQjzvZIyir86Ipew6ynwLMUatbdyvl5LZpt2N4TvfZi/iwgbVndehlK/Oalj7KmyfrXxnOo2Hc5oMgNpAUbWT+w8OISJ8JP/p1BPzrnnB0OpZi5naN43XdruoAxCSu09IpX9aEv0nPcPk7Z+jHXUedOsLSR8pA/Hep7ZPCP4HEBUStKToGR1InhUXSCRjjYJzv1SbgJRIK9nldsrq3GzPr+aUQSnM/W4U/bWDFMR2Jq5jJZHGS7mvfivu3Yv4xj6DUmMEM3Lv5pGoDqwwFjNDpLOocCgpsoREjwpXs7vXc//KR6B+EB+6VEhPyP4yHjixN19vzef+8Hnw+RwY/x+IaGHGlz4Cdn4BhhAV2vNrUFusSOUl/wEkVByEA0tUttGS3WrS2xLpI+GcL2HD29B1Iqx5RW2vPgTlmfxEPW/veJsNxRsYkjCEVye8ikH7f/X9P5zM/vfGLeXT3IExJbDtL8Vf1d90jQ9l3pWjuO2LbWSV1lPv9rKvuO5XHdsxJoTMMtUv+KTkwlEdmDE4hW4Jodz+xTayy+2tjokNNaHXaSRHHn5AvWyvGrO88sMBju8XFBt3iw8lKcLCN9sL+WprAYt2FGE26Jh92VH0Tg7/2bYWVrpAQlqsGb+EH3aUU+vw0S05hJ6pNtJjzeSUKsVFpM1In/RQnG4fUoJRD33Sw/D5Jbvz6tBpgoy4I1dCteOvhdBp6KPV/8kQE/x/6WyqD7qvS/C7Vejy8OIh9b1bXFbDo91SiM4uotzjQweMiwql2uvjuJgw3sor5+18tfBw0BFUSEfoNZw+P04JO+rUd0kCD2YWsK66nsKACi7X5eH+uHBqfD6QkkVlyk7q9MTmiXQ6WEzEGfWUuL0Mj2hNzLYJvw+KtsGGt5R1AMDSnZC5TKlaAaI6Q8WBJjdKwDWbVf/k9yrCYPMHal/mj0pB9ePjsP1T8Hlh5mcqHLYd/wr8VX2N0DSSbr8V2+CBlL/6GlpaOvVfLzz8ATod+FR0gnS7EWYzMpCMy9K/P5FnnUXY5EnsK6lj1fItvLFhbqsqrIMHo4+PV3W1IF4BnDt2gM+Po6KC+tWrkS5lGRLqcdC3SyyewkJKPvqEB3ONfGPJ4Jzh6TwwvXereppiT1ENe4tq6ZcSQb+UcF7/KZOHvt5NSqSF+VeN4syhaRz0q37T6PPw6ik9MGV05hb7LawvXM/FfS+mT2wf+mU+wsqClZzV4/cG8bTjL0Fo0F6JxIAYLSFgM9FhjHo1wBDoj0p3qzwY/c5UHrEASQOVEjaxP5Ttg/1Lgn6yjaSrphS1VdlBUhUUobvwJrVo1hCJXbwTxtwCOSvVHOura2DC/WCJaN7+9JEq54otAaKbJ5g+LCpzlKp17cuBz1mw52sw2RSxHNM8mRtCg6EXQlxX2L1QLerNuUDtK9isuIT9S2D181C0Xd2Xk175dW359+DPmtv8HJqG3TwPPCWl/CoQ7n5vk32uJu99KO7MS3PFW1uDewHslFIe9RvaJoB3pZS3/2LJn8dMlHfqICmlJ5CYq6GtbwDnAwkoBWzDeR+RUr7arDHKauDnwl0dTerdBfQTQmhSSr+U8iHgISFEwyRrJ3D0b7gWc+A8/9P4WeJVCHEaKutYSUAyfb6Ucn1g9zsoSfQfi9ShcPH3GJY+yIsHv2VJiIXj6+oQwFZdBN/a1EC8VPq5MyGRoS4vD3Q7l2Glk1lR/RmdI7dxw/51fJuzm7d3LeaotHM5qmMMu/0avgbxhgCPJnjz0H6e7QXJtmQO7DsJvWMQPRJC2On4Emz7wRD8jhn0ZnYf/xg9cjZAvzPUoH3RbbD148YyMvMH8PsRLUNVD3ynlBgDz+G5pZl8vb0IgL7J4ZyRv0gN+h2VkLOCuMGz+PjUB7n5u8dJtiUzNnWsqqPPqWhxPWHj2+rcXSeplcZ2/Otw4egOHCipo3OcDa9pBzu8c5h6wYloaQ/z4I83sLLga+BrTs8voqvbjUFAMuV0Cf+OTfHb+BooiuiJq9DIQZnEYvMkOrk2cXeSBd+Bj/B7FmDQ3YnVqGPWyA5M7ZvI2eHb4dNARy99cOpbzRs19GI1gDJHQKha7CuucWJ3++gQE5gcH1yqVqFTh0L5QTa8M545Zo3ucSns99cz0uHkmHo7D8oyHLHR3FhZTpIpTKl+GwzzS3YqP6eG77YlUoXrpA4nMyScq+fPwh+IXlhftJ5D1YfoGNmR/0fIRYXgtLX992A90EUI0QFFuJ6B8uH5y/BX9zdGvcZTp/Uns7SO459f/rNlzXoNj1/SIyGUi0Z34Okl+3D5/DjcPt5ckcXX2wtJj7Zy0oBkPl7XWsFU5fBQbfeQEB4kwo7uGsOP+8palY2xmRjaIRKf30+MzcT0Aclsy6vi8g+DGa4dHh9r91S0Il6dFZKc7ySxfQT6DB87c9U4x+H2M6hzGLUBu4GCCic9U20M7BQOJXoqazz06KB+x2ajjkEdw9j7sWTXMkmPmYK+GUegOmzH/wxGRtoYE2ljv93FzMQoHs8qZGJ0OP/plMiq6nou3JENwJ46J6Wetm217D5JuF6H0+PDLMCDEjDtqXexJ6AmtWiC0ZGhjI8OZ3JsBINW7STf5WFRWTXHRIcSawwunsUY9fw0tDv5Lg+9bIHfi9etvPpiuio1UGWOmix3PhaMIWoSu2se6FrMfXJWBd9XZqpJfeGWQMMr1ER52lPqs7NaRVvUlcCIq2DuZUqp1ICN77UTr/8S/B1zm7AJEwgdP57sm29DAl6hw9CWXZ+UoNMhLBYib7uDu6sTGbT4I8ZU7sexaROOvXtZ+9E8mHUJSXHh+IVAa5GEa+uaHQzv3RtDfDzunBy0yEiEzYbvUKBvCtiNoGlooWHE3XIL7sxMos47F4D8G27EsXkzVwiN9RPuYOkeCw+0cU1fbS2g3uVlxqAUHlywmxUHyli6p4RRXWL4dqea5+RVOthVWMPIzjGEPvcEu558AduQQZg6K6X+OT3PoXtUd+ZnzkcimdJxClM6Tvkjbnk7/mkYfaNSmHYcB9krobYQzp0HyYOV7VjBJsj6sbmPazP4ITxZEa+giFpnjZqzrH9dbdOb1Txl8AWQNlxF3C25W+2zxcExdzWvcvLDak4fkdoYUUdltrItCE9Ri3r7vlW5VOJ7qXa/e7w6pyEEPAGewGtXL1DEcUicqqO2QF1P6R7oe7p6ARx7L6x+EXqfrIjjuU0SdW/9GE544ZcjaP9d+DPmNiuBV4UQj6D4rmnAa4cpG05QbHLer6i7GIgTQkQDdYG6F7UosxeIFUIcJaVcHehrukopW8i3+R64HHgmkOjYFtg2TwjxtJSyRAgRBYS2EeL/SwhHebd6hBDjaH6P5wL3o7xfG+Z73wIPCCE+lFLWCSGSUcO6X8JuoDOQLaU8IITYADwohLhbSukLJNRqMKf6CLhdCDFVSrkQIKDI/aUwh67Ajl/Rln80fulXfQeKJS8UQgwF3hdC3C6lnEvwBv7xyNtA1YonybSFcFJdLXGRozlkS+SaXX1Icr1MgcmPHygRfhaYNYZGj+GzRXnACO6r3keK2825CbFI7ya2793Pq2PnEf1DGOvL9xHj8XJnXBJuv4n5q6K5tusB3hT3UxNXTv0xD3HDGjOemr7oQg6g1zR8gYHR4xseB+DZcc9yTNoISmqdRPr8NEwXqgnhoDeRVR/P5aqZpwSvJX8jfHAqIKFoK5flHeIe0xoe851BRsxwSJylFBnWaBWKAbzxQznrNxzLeuDkjmWM6RpI9PbZuYqg2vA23LgHQmL+tH9BO/4+jOsWx5o7xuOXfga+PxCf9LGyYCXj09eia+JhdE98Anv1MLnewUN2Ewc8XQEl1NiYpQYAZoOOTrPeZFVWEd6dZyF0PpAGPD7J16dHkrz+SijqSUX6VCLREPjVYKMJHF4HFr1FKVUD2J5XzamvrMLt8/PEqf04wbMQw6KAJc7MOVBbyI2RVip0OpS2w8YCWwjJEWEcMga9yh4rLVeDGWMI2OJx9TyBK7+9iB3lO7hj2B2c0P0EyBgN2z7F/9FpSFtgQCYlIx1OFr/0OKdc8wyxTTw7/+W4A+WD1DQkxx7Y/pshpfQKIa5Cdbo64K02Bgd/Nv6W/uaajzdTH8imJYAzhqaydE8JxTXBRe4G+wGrUc8bK7LIaZE4q7DaSWG1E5fHx4PTe3PXlzsC5TXsbj9ur5/Hvt1DUoSFxHAzvZPCOXlgUpvE676SOi77YBMjO0dz34m9cXp8lNYG22JBh8GlZ+OHHs7qL7FEB2/Nqv/4Kd8JOpOk9+UC70vREOfFepOTMKuepCgTZTVuuiQpkrUmW3LwTjNIM7uHw6hHVD2Z8yU73gx4nuug13l/Xnffjr8PITodn/VXBMjlO7OZW1IFgFknmB4X2Viu2tucdO1iNbE/kFhLCCgNJNe6Mj2eCdHhnLblADW+4OT59IQoDJrgvO2Z3Ns5GatOLU5HGnRYmy5Ue12gGYgw6IkwNBmefniqmpAnD4LTP4LXxiqbpc4T4Ow5sG+xKudr4ZfXlNiS/oCa6CylMhp/N2z5SPm+pgyBMz+Fs79QxOziu1VilKbY/qlaVBzawouwHf+L+Fv6mpqFX+NcOB8N0KQP19gJ+KTkxZoort8yB730I/1+lZ6oro4Vib1ZvGEfiztMonNVHkkA9fWkblrOnqxsHp33OZ4Fj0J1FQBeoVFsjeL23YLFO/cgrFYM6ekkPvgABTfeFGxIg6rW76fw5psRBgMZn36CqXNnPEVFyIDXpRCCo/O3EL9/Ke91tXDuyUHh1vytBVzzsYpGrSmt4LJPHuD6ojyeH3ImyRFjuWh0R7LLt9MjMYxB6epZcuvGOpYnT0MrhO/L6ukQE4LH5+HK76/E4XXwTdY3LD/j5xdB2/E/jEHnqVfVIXgmoKDOWQ13FgT9WaVfDToant2RHRQR2mDO1LCYFpGm5hob3oG1LwXP4fcqq5gfHlH9Q9OI0LAmaQukVAkWDRZI7BvcvnsBfHaOasM5c5Ut4NpXQDPAZStg97xg2zw/IwCsL1FJg8v3QUI/iO2hPGdrCmDG20rM0vsUWPOy8pdtiRcGwxVr/j/ZDvzhcxsp5XohxFeoiXExsB2oPkzxe4HZQohKYCnQ4Rfq9gQSVK1DEbZ72ijjFkKcCjwnhAhHcW7PoBSfTXEt8JoQ4kKUovbyAFF7F7A44MHqAa6keUKrX4MPgflCiO3AhqbtDLRvGVDVkLRLSrk44C+7OmBxUIdKTvZLSb0WAmOB7wKfLwIeBw4IIcpRStVbAudwCCGmoYjmZwLXti1wH2KA8UKIvCZ1zwAyAYeUsugIr/8fh18iXnUN2deklOsCbPkCIUQqLVNR/qGtMnFLbDSrrRaQkvSQWo5PuYGcHdXosv5DgjGLSVGvMDvCQobby+DEjkRF7aDWn8ve9BNIL9yCbMgcqq+lyHmQUZ0n0OPHjaAZmJxzkBIZQaS4hVXvD6KjXEsUEDnvFAwJ52GM2oG34mieOWoAT+97kdwmeX33Ve6jqqwrN83eSrL5OL4amordFEPsT3cyUHeAxIO3o7ycA3Dbg7eqpoi08uUg4NbIHzF2jAai4frmBL5fNn3f5IPR2nh/mpmIt+NfCU1oyMB3RyKpcdcwJWMKP+X9BMA+vcoeuijEwn0Xr2WuU2NJ9iB0+joe/zycOvyYDTqufOYj4oz7kLHp+KQgzH4Kl03sTPzam9Vk9uD33Ls+hhzXvQyMqOcek4HCR4fwln8KG7rmcKBuI8emHUuEOYLjOx7PwKy16Hdtw+YdTTnh3Dt/J5XeZVzU8JWsyIRVzxNt81Gh06EXOrzSh18IDhmClguxDZP5QwGLj+mvsHPnZ6wtUp8/+vFuTph7M9QVAxKLXscEItCHJpFUmYNH07C4DrE+u4IpfRL/gv/I34/s/079KOO2hdAi82f2f6f+bn9XKaWSUv99+Fv6G2+TB64mIDHcgtPdtrovIcyMzaJjR34N4WYdvZLCWZ1Z0di4nAo7Y7rEEmbWU+P0NvN5/WhtbmO5wmon5fVBMnVK7wQOlNSyr6QeX6A9uwtrqXZ4OP75FeRW2JnaJ4Eu8aGs/qaWtaYivo7bz/g1YZwyNRjq5w3wwX4P5H0HuAXkGUitN6IJwbCuEc2up2n30vS9vslYX9/uLvD/AtXe4Li62OVhWISNKIOOCo8Pd5Pvxi0ZCVydHs+PlTXsrHVS5Hbzdr5KUPdJQTlPZhdjClBXGjA2KpReIWZuDnjH5u3IbiRtH4124X9zIkuJYF/KeC7ddA8iJFaF+YenKPumTe8G7QLyN8JTwQVA1de8EPzi/xKkH7Z+pDwBM0bDE13VsZk/wNO9VabupnUJTV1FQxLdbZ+2E69/EALKng1AvpRy2l98+r+lr9EszUmU0JJ8lpx1M0s3lLMhvge9KrK4a917CMBvMNK7UwIjyhZgq6/CPul4eC8LArYDnavyMVeWYRkzmpr58xEGA5rHQ4jHwcvfPsL3mzvQq0DNsQ9ddLEiWwEMBqLOPZfK998Pes56PLgOZlK7dBllL7yAPjGRqFkXsEeEctGbzwGQ83o1nDynse32Jn2keddWovOUY8Nt3j2kR4eQHh3C5N5NwtBpPp+RDcmMhcCsMwcX+Nvx/wBNFK0Nz9ueJ8LyJ9T7BmIzJBau3aKSdO2erwYmi+8Cn0vNgV8cqgjSBkSkw5ibYcENUJ2rnuvGgD9x0kBlR/PfdDBY1Ty6MluF9etNKtJuzwKlbpV+9frwtOaDqpLdsOmD4Pk0ffM8FS2xez7ojTDlSWVpUxyY638yUw2s7C0sMcNTg8m3K7OUcrYpKfxvxr3VH3FvOLSY23Bv9e+d2zwhpbxXCGEFfiLgDyqlHNu0kJRyHjCv5cFSyntbfO7d5P1zqMRYLY85v8n7LcCYlmValC8GTmxj+6c096Ft2J7R5H2bBtwN26WUZUCbVgcBQnc4ithseuyzwLNtHPJzfjNzgGVCiHuklD4pZQ1w6eEKSyn3AJPb2FWM8rNt2dbrgVdbF//fwy+xd7VCiE4NHkiB1eGxwJeorGV/DhL6sN+aDFSAEOTYi1hbOZu+yaeyowDyXT0oKDqLuTWvkuxzsWfbR3jj3sUsfLzqhpUhApvPR51OhxDwU8lsTh3/pAo7eH86GpAgqgBI9uWpUB0hEdLPHvMydPjRmYsZsfYHCvyVPB6tVmt7R/fmjG5ncOcXmfglHHIYWRp/ASf3CsW18gHw12MLi2J/5X7qPHUMiBsAHUbDtKehbL9KpjX7fMjfgHHgmYe9/NuP605CmJmkCAtjuzXxwTzzE2VK3mF0a5+advwrcUW/K3h317uMSx1HfEg849PHMzZnLDk1OXQK78T3ud8zpeMUrAYrVgPM7DQCHJUMviSeBdsKWL56NR8Z7uTKhEg0ixkNOHdEOa9un8FrSE6IieLBKgc77eEclHGU1ddzz9KLSQRO1wr4pE75732XqxaxFmcuZOX+vfQAno0q5i5xNdnldl7mBLqIPNIsbjqseRmqD/FancZPtjC6nb2AK767mQp3PgiItcRyVMIwblzxrrrIQFhR6Y+v0iU2lk5uNweNRiZXlUNdMPnRjXEx7DSZ0MkafJERAEQbE5jTIYpP1+cSYtIzre/v8e3+30CAZP03JtL6W/qbyb3i2VOkvmc+CU8t2cfJA5JZvKuIOpcPjeA0YdOhSgyBVO7VTh+rMptHxlTUe7AaNX64eRxXfbSJVQfLG/e1nM3vLgxmbC/9P/bOOjyq423D96xvbOMukKDB3bW4tFDqblS/OnU3+qu7UldKjdIipWhxd7ckJJCEuGdtvj/mJJuEYMVhb65c2WNzzlmyO2eeed/nLalke7YnesLXpGf86FbsyComLU9Fr6fllfPB1R3ITNvEMlV3i6h4I5nLJcHNweQv6Pq0jp2TJREdBJWFktzNEr8oCGtRfxCXraGg+/M68rdLGo3y7NNgiA6hd+O2Q4Mh3mjX84GXm8Ry6dpdSCRPJKnv0WcbxfBmSiat/az8m1+CUScYHh6IUSfoHxxArMVEtMlIc18ri/KL+eOACiap1P7YLwgJYGNxOXPyPN/jZp3n76nVyrfw37+S/kBQSTrCZYeiDGWpBCrSqPSAEkCDE5U9QE1vP79IVRG7io43gs4Ey7Xnc7O/GszaYmHHTKo/hXuXqWepmiJr3UEwaEW1DJ5Yj3bXQsZqVbCr5SXVtjte/hP3otITT4ePyWnpa/wHDMBpMGJwqsxN++bNtFw9m0ZhPdh1AJZEt+bL5sO4fst0pNOF/OFbnlqoZcauqd2WQbqRU34n5pX/4dO5M5lPPYUOCLSrfkSUe/62qzxcAXRWK3nffgt2T0CJb7++BAweRMoValzi3L8f/wEDae8fQOqXH6B3u4iPDad83TqEyYSleXMu6RBHbqmdkgono9t0Invm9zgyMogcfeEh7//Ny9ry7ZJU2sYFkhim9AKDzsCXQ75kQfoC+sf3/69vrZezicAE5XO6+U9VcBegy20qmtVeAuYA5c3aQfNBDW4IrS8Dl0MVo6qKQgWPSCt0Kmt0So3oUZ8QKNOewcrzlAc41O5D1mmP0jv+gSItyM4/WkWa5u327OcfBVMf9ES5+kWoLIkvB6tMjarjki+EZZ+inhrdKqp2/quqX6vCXqJ+6lKS5Xkd1EDZHyz7VHnPNrrg8O/puYASWU/02OZTIUQyyh/0aynl6iMdcD6gvSd/Ab9LKXccb3taFOszqOJdx2t9Vx8FwLcnod1TzpGE1zuok3YjpSwWQgwBLjtpVwU4Cq5C2j5ECDXkXbDBH0e+Gqj6mPQ0DjDQSCvksGf9DGSQJ1pjo8XM8wcO8EJIGA4dzFzlx9omBbRt2AeaDEVun65SeSR8Inqzx2LlyfK55MlAWhn1rHZk07jSjbUgnWsAm86MeegrDGl6CQA3dm/A2rQComwWBjSPQFiMWG6dCXv+ZXtEEjf/eSku6eLxLo9zZbMroeNNnhu7ZZaq0mip/1lTSkmJM4c7+zXEUDeqNSAaetxzYt5gL2cFt7W5jdvaeCaNLAYL7/V/r3rZ5Xahr6qGmZ8Kn/aB8nxiBz5Pw9DRLCvPwmxyEKoVa9ALPZ9u+KQ6knaKvx8vXTmLB/f58MfaDNokZfDOxoZcmp3G3spE9OUJOC3rERhB2BHo6BMfw4DSMp5KTOSP/j256P1FFOYW0Uq/nZUGHaZiOzFAqAsuThxJzrpJ+Jl0FDr0JAe156E2r9Eu9StlhF8Da+4m1he14WdnJmU6gc0t+d3Pl7eDA+lSXkGpFsUua0hYrZv4MGHJCj6Z7ckeOR/E13OU09LfBPvVtqkw6wW/rfE8JF/QPJx/tiivyvT8I0fWvfr3Nl69pA039WjIipQ8HDVKv6sYdUWon4n0/AoksCIlv3qfQckRvDiqJeEBFhwuN4OSI1i7t4Db+6jCD89d14yWK/2ICbRS9lYgC7a78Y+HwV/pCEgQtL9XVJ8tvr9EbwKhr188tRdLwlpDTE/dQdsSBh68zsu5S4LVzPJuybXWXRYZzGWRavLNLaWqxK59D9+/dS8/ZebRyGri93aNeT3l4AywdUVlZNfwhh0TEcgzSdE8v2s/Vp1gov4KmhWVMjh3Eb9HDqFJaSoVehMhDu37vLxA/TZY4dZ5sOorrVijRtoiz+uYjkp0rShSaaEmX+j7qBJI364nUGPaQyoN1XUE+zKDBVx2dQ3WQPhiqLI02PyHqqR9jvNzP9dV1IlCunSu/rgGx0KIWGA48BLwwHFf5LFz2sY2n7S8kDvW/ooOkELwzj4zO7WiU6F+JsIsYECCdLFx5r/1hhi5AbfQ8fguPa8UVRI5fBj5P/xA5ZYtALgQzIrvSInZh86ZW0AIdDYb7oIC3EWeCT+dzUb066/h30sVWw25dSxZL43H0qY11lYtEUYjiV9/ScXWbQijgZTLVX2LuE8+xq93b+7s26i6Lf8Z05EVFeh86y+I53Q7cevyeXBQk+rvkCqSApNICjzKwkZezg0u+kD9VOEXDjdN9yy7XVA1ttm7HL4aoaJOL56goliddWxlDBZYWqM9oxVuX6RE2t3zIKSREmurjquOVtWeymraBnS/G5oOhQn9lWALyo+2+lw+0GQobPxFicSyABL7w6AXYOFb1IroBdgzD0z+R35Pas7ONxoAUx+Ajb+paxw7B2JOfFmdcx0ppbdKXz1IKTcDJ7RAipTy7xPZXp22vzxZbZ9qDiu8SinXCSFGCSFGARuq3lQppQPlG3HSuLfHMMbPDKJxXCGJtngmbvE8vJfZXXQZfCVlC+ZiLd9Phv/lVOxPxRC4FINlHzokVpeF8F3XsE1EIh2hrEzJo21cIAwZj9iuvtzzAiJYHLWBEkcRN5V25KX96byycyW/+fsxrLQMAeRLP97NeYr3/AdVn79jg2DevdFGpasSm4/mHxPZEiJbsnv7z9W+sDvy65lEEOKQoivb/+bJrV8zJX8DbcLa8PWQrz2iGqgqjcWZkNRftePlvKfW30fmeijPZ4XFzF07P8dg/BmH7VbeKx7FrboC2re4gFe2fI29hu+dHgEhSQwLgfaJgqG/jsVpdvFzVHsuinwD14pMSiocCFMWVwxIZc7evynU65kU4M/t7krCdJXMe6gvr/26gMeybSz2sWBzuehfWoZRb+HBtd8xx8+XtFA1eF+9x8XoRUt5O/JTfoiOZEBpGYkOBy+FBNHE7uC9rGW4JHwcaKNEp2OFxUyeXs90P1+ElppmQlChPaHM3TsXHQvwSYjG7Qgir8wzEKhif2E5PiYDNqvxoG1ezhxOV38ztGUUP61II7Owkjv6JjF+2pba1wXc3ieRH5fvpWejUKZu2F9/QxqLdqoIiwHJEfRsFMrcbSqSrmNCECtT8zHoBE63ZG9+Rb3HRwRYCA9QKalGvY4XR7dk+Z48uiWFAGA26LmmawJSSn5LUQ/4xengtoO+jtWxwVp/P1GWJdn+i5tdU9Ryr1d0hLf17Osok2SvhuDm1PKQ9XL+oqvzzLEgX0Wx7iy302rxJlr5Wcm2O7EZdIwOD2JXWSULCmpH9bTw9SHcbOL95ARu3ZTCt644SH6WPsZSEsPiSYoahR4XEwsm06twDaQuVAf6hcP+9dDjXkgeDe+05qAY8qyNkLHSs1xRoAqgLnrv4EE6KPuAI7mWAWh+lzjLlfdfFcX1WI3Zy1TUUvBh7eHOGjTRtabvXgIw4ed+Lo5TfH0b5fd2FGrEied0jm0a3XIdD81oyugQF1stoazI8nyuckrsXPTgzbif2IwJyYwuF7PcJ4aBqcuJLc1RYxKLP891voE8SwAHfILYtK+I6OQIwh94gL1jxwJgbtyIezZPAYcDYTQiHQ7cBQW13wN1w1ibNateFzBkCDofH/QBAQijel7y6dQJn06dyHrtNe1ASeWOnfj1rp09K/R6RD2iq5SSyWvT+XL3w+wp2cjQhkN5tfertfZZm70WiVRZgl68gEd0BZVh4NKiSn+9RWUaGHzUuthOWhGtOpnRBgsERCkv1chW8MVgtd4cAN3uhnkvaftZIXmkspEBFTlbnq88ZB/ZA18MUeeve22rv6q9bsffqpD2oQqD2YvrX1+LGn3ais9qWApKFbBVl/wUZcdgqn+yw4sXL2cehxVehRAfotJuFqOqnHWWUtZX3PKEc2nHOC7tGAegDYRVyH+Yn4kRbaLp3qIRulZz2bK/iPc/WITDqVK+DFG/4UbwWdIItq9qiUmvo2W8jYvaKlPtEt94dkWOoVXWZA5U5lHiUCNVuyGNWJHHnVHh7DCZ+DYghA9SJZ84R7HLHcaW/UUkRyvBdHbabO6bex8Az3R7hkuaXFJ93SMSR7A2ey2FlYWMbTX26G94+9/ww2XMjY8FvY51B9aRX5lPqFUroJWxGj4boNIq+j0BfR7+r2+tl3OVRgOobDKEyaVbKccNjkKGdt1Eo9jrSUzqz6Rl/8PuVulleimxut3ckXwD/Hkv7J6H6H5X9eRvnt3MBwvSeXFUS75floZvzD/8tWcOes1PKdDl4q79M3linpk2g1+nYcMovi/0BxwU6vX8HqDGUyF2fxZYrVpoiY6g4ijixBbeCNBToNezxWyiWWUlOQYDOQYDT4cG09Dh5Dub+qwl6/3JcKkHjirf5oo6A243TvQ+aehJwxS4FvB4AP66Kp1xv6zDz2zg9zt70Ci8XjscL2cAp6u/CfM3M/UeNYissDt5SRNehYAeSaE8NLgZTSP9eXRoc67/Ynm9bUTbLGQWVRDsa+LBQU2q13dLCmHxrlwqnW7WZxQAtT1l62Pt3oLq1263ZMxHi9mbV06TCD9m3t+nepsQgk4PC3b/JUkYINCbj14gnfeAm9J9nuWsFbKW8LrwMTc568EaBkO/06E3ecVXL7V5NDGKl3btI0vzetxf6eC5RtFcHBFEtt3JsJXba+0fZtDR2MdM96VbaOxjxlTDcmC+w5cWeh19ggNomL+Jnhs+VM86VVFJ+Xvg+zHwZLZKv9SbPAPxKuoTVwGKM+pfXx9Cd/DA2VFPSmh9lBeojJP8FOj5AAx45ujPe+YyntrFTtCWx/MfU0K1ohrZUspVWnr/Ked0jm3uG9CE+waoPuKmr1ZAlsqmiAuycmWXeJp1bAR/T2fO1izmfr0Sd5P++DnKuWzHXAD29xrKNt8ErEYdAxqF0quxGiOUtmjD/uQORG5ZjXOHJ+hDOg6O6M4z+zM/pi2jdy/AvncvhjBVwDf3iy/JfvVVEIL4Lz7Ht5vHGjDkxhuxp6aiM1sIvOzSg9o8FF8tTuG5aSvwb6L8LeftnVdr+8yUmTw4/0EA/tfrfwxPHH7UbXs5T2h9BWyZCtmbVIp+cabKJG02QqXgf3MRB03E9X8GfrhC2fzV9OWuLILlH0P/p2DTZNVvrP9J61Ps6vv/31eVQNvjbojtcLDwWldErSoGJo9mJk/DGuyJpq3CXeezWtM/tm6/NO9/qoCYLQ5u+xd8go/+3F68eDltHMlqoDfQRkrp0oyJFwCn5OGkJpU1ij60bbmJFOMPzN57FQMTBrI1s4hKreK0jZaUO2Yj9KV0jxzId88PwWzQ1UprGfvNSkRaU34wuWhmd3GF25dJ+gowZ7MosIhMvRJmivWSix3PoMPM8NZRtYr3pBd7iq0t27ud7uHlRAcqL2CrwcpLPV869pssV6mmtxYU8mVoBAPj+xO6+EPY9DuEJ0PzCz1f6jnbD9OQl/OVMiSXW8tIcbix6C2Y9Wamp0xjeso0dPrXmbxrcvW+H3Z+mu5xvWHPAlil/l4jZr3Ixzf8zKPTJpOSkUxCeDmXdIjimq4JXDvtUygFl3QxNr+QCUE2CvR6PireysdAppiBS68eGnxlAqVCFV6c6utDmkkV1OrqkHzg+IibGyRSqlWybmB30Lqikq1mNQEyy9eHyhpVrofn7Ge/cRD5fotr36yU1VHfQU4X+QY9BglNg5vU2u3fHQeQEoornKxOy/cKr2c2p72/ySm1VxeZ8jXqMegFXyzcw/OjWmA26FmXXnDQMUE+RhY83A+nlJgNniiNBTsOMH6ap9Cp3SkJtBopKD90anNskJVHh3oikOwuN/sLlKCUllfGij25dGoYUr09/gId8f/B+stelW0qwD8WjAGSufe5qMyDDg/oKNbqO5TnqEA/vemQTXk5T8mudJBld2LWCVxuSYnLxTM79zHtQCHdbH5Uah+kVn4W3moWT3NfC80WbqTY5WZ3eSVvNotFh+CPAwUAtPSz8nSjGNi41vOs464x2HRWQs5OlTHk0vwpqwqrHGrAW5+QejgiWqrMkaMhpE52Re5Orfo2sPOfc0V4jT/G9UdDD+BCIcQwlO9egBDiOynlNcfR5rFy2vsaAGcNG5qX8xcR9+U3lAXci0/7dqxPL6wutLuuYTuG7VmCW+hofulItnZrh8Wor9XW6E+X08bUkHvkKgAMkZE4s7JqV00ECky+XD3kaZLs+dzUNRZr27bV2xzp2he/lJTM/xdzs2YYglSNC0NoKHHvv3/M95hf5gCXL/a87gSGbWJUo+GMXzaef/f+S4+YHkT4enySU4pSjrl9L+cBLjvk7VKiq94MZj/l17rqK7j2D2UlAICAayerglQL3gAtu5U138PFn8G0cSoTIqQx9B6nfl5r5DlHTVIXKuG1sMYMtcUGFYUcRJXwWqsiwBFw2pU1jtt+5H11BuVxXpMd/6jfhXtV0a8GPY7uvF68eDmtHMnEzS6leqKVUpZRxxPpVDG4RSRmgw7/6D9ZWvg5K7NW8uziZymsLOSC5iGMbBNNpwZBjO4QgjO3P4G5z3Jd2yFYjPqDvISyiypY4W7GX64uZOiiadN0NG7tof2jkAD6l5ZxQSXYim8gwj+AF0a15IOr2mM1eR5yLm1yKZc2uZQEU29+ntOIwW/9y76CQ3v/HSg7wOJ9i3HUnc0C3NLN8s2T2G8wQt/HuaH51cwf8QtPLv1JdRx5u5mbNpuRy7/jtYDeFDcYBP2fPEHvrJdzib3Fe6sfXKP8ori0qScqIac8hyBzUPVyuW8I+EeqwWIV/uF0ierCtGtfpHvnheSFPMf/zbkTgEe7PErPsPbckV/ImJIS/LURQdtGI9mdtpegrTOqm2lgHE5ywSiaVhiqRVekZGBhLussZtZanDiEACl5MTuHx/IK6FZWjtXtrhZddVLybuYBLiksoKzID3exejgySrisqKhadJUuE6+W+vFZZg6/NrnpoFS1SzvGEeZnpm1cIIOTa1fY9XLGcdr7m8gACx0S1OfE7pLM23aAn1buZcraDArK7Dx3YQtaxgRwZ78kwv3VZMGjQ5uh1+tqia4A2UW1I/IGJUfUWy473N9MoNVA3yZhTL+3Fz0ahVZvsxj1vHV5W7olhuB0SS79ZCnvzj60D76Ukuw1ktL99UfV5u9ws+UHN50eFjQYKuj1Px0RHQUbPoacdVC8FxY96cZZDj5R0P4+gdnmjXb1cjCz85R6X+mWvJucgF3rE7LtDqIsHlsXnRC09PehzC0pdnkGpV1t/nzSsgHjG8dgEPDgtnRWF5WqSebOt4JPKLUGsbZY0OnUgLsqDdUWCyFNQF+7WrxHkD0G0RWOLLoafQABoc3gsm9qb4tqCw16qevu/dCxnffM5VBFMv5z8Qwp5WNSylitMvMVwJxTLLrCGdDXAFzUNhqjdPHy8i8ImfwDZcuWkfXyyzjz8riqYyx9moTRq3EoQ5uHMaHlCN68+TWSuh8sugLklzpYEN2ataGNyAuPw69v34NEV52fH/PaDSYpwMATtw0i8umnETUmukPvuIOAESMwxsSQ99VX7BkzBnf5occ29rQ0SpctR8qD+5tKVyVz//2WUX77GNurIWOTH+DroV8yafskftz6IxmlGUzaPokFMz+n/QE/hkZdwDXNT/WfgZezgn1roCxHvU7sCw01mwupFa8yVQVUSGVL4xMMRTUEU/9IaH0p3LlUCZh7l6pMP4CLPlTf3dUI9ZN8Eeyco85dtT4sWUWq1pVOqsXTY+hvnBV1RNd6voIswUpovugDCEqova3jjepamgyBuM5Hf14vXrycVo4U8dpMCFH1JCqAJG1Z1aaSsvVJvTqN7kmh/H5vEy6f5imkEGgOpNfEXhh0BjqEd+Cji15m5OSRmCJLsPgs5vnls3mgwwM0sDWo1db7V7XnkZ9X4yiPxT8uln6NRtB449fsMKsHmZSQRPZsupkMlw2oJDbEydiZY3FJF+N7jifSNxIfow9Pd3uay9cvAVcexS4nKTmlbMsqJszPTMsYm5rN2j2XwsA4Lpl7B3kVeQxpMITX+rxW63penfMg36fPws/t5veGVxI59BVmLFpKCBUk6HTY3G7GhYdiFynsCTKS5fM5rwfVvicvXgAaBTZieOJwVmSuYGyrsfSN60upoxSL3sKlTS5FSskrK17BarAyM3Um0/ZM46qEIXzZoClmt4snh31Bdt42tuRtYWP+UgCWZS6jwllBi5AWfDT4M8i8EAoWM7YkkA8DK/ly3WQKd8/nEbGACB8r281tKLF/xs/BklJnCHqy0EnJA3n5XFbhotBlRy8lLiFACP4KCqXNgWxGuows0ekQUuCjpddMDPBjfHgSlbqZCAmWvFZcplvEN4EBBLsk2WXNcOUN4oUW00krKWeEK5ub8ncQ7hOOzWwD4N1ZOzhQUolLSvYXllNQbichxOuHVBchxBdAVQpoffU8TgWnvb8x6HVMuq0b13y2jCW7lVerDnj17+089MsGIgLMvDKmNbO3ZJNdXIkAJq1Mp8Lh5vruDWq1dVHbaFam5jF7SzaBPkZGtokmNa+MwhoRr10Tg1m6W6WbldldfLs0lSlr93FD9wZc0VkFlY1sE41RL6qvZ9O+QkoyJIW7IbIL6E2Cgp0SezHsXyrZPkmit8DgL3T4Rnke5gv3SGbdJkGC0Q8u/F1HWRbsW1J70FxVY6JsPyQM9IquXurnrvgI0sr3kuxnZViojfeaxzM3r5ibYkOJMZt4IyWTbLsTX72OGzbsoVeQH/2C/VlcUMLo8EDCjAYmZeaxsrAMpwSndLMov4T2AREw7DWI6QCT7wRhUBWmi7Pg3Q5UD24NVihIrf/ipMuTOlpFVfSrNVhFLdWNkjX61i6wYgrwhIZXHRueDBmr1H6piyG8mfICBFXEJWWBel20X9lDRbZSBbzOXh6ntscrQJm2/mzmtPc1AGM6xNIzbzt5f2yuXicrK9nRvQfCYuGlQYMIG3sLu0fdTE+XC2PBCnLSphLx5BMYgmunFn96XQde/W0VruhYohuH4T9kMAUTJ1ZvNycnU7l5M6OW/caoFZOJH/glKZffiz40lOhXXkHv54shLIyY119jR99+ADj37ceZk0Pltm2YkpIwN2yIq7iYshUr0QcHkXbDjciKCkJuv43w++6rdT13/3Q1SxzbCC2UTGryCqEDhzLtxxdx1kyfBtaGlRF3QPLG7mbYBtlO8Dvs5Zwgqb8SXPN2Q/f/g+Ak5WsanAiNB0Lbq2H5J+q7fcEbKkK00UDYMVOJsqM+VN/X+9epNkDZ+wE0GQSxHeHzQZC7Q7VRWaSKL9pr2MwYLLB3yUGXBihbgsqi2ut0RjUBqDfW7+8qhMcdoTpiFk9fY/QFg0lF6GZuUP1hQLS6b7cL5r6srAryUyB3l8oECfAWFv4vCCEuBJKllP/TfL+3a8WnjqWNG4COUsr/O85rmQeMk1KuFEKkaG3m1Nmn3vUnEyHE28BvUsp/tWtMBBKkNusmhJgMDJBS+mnLTVBe7o2BYmAncDfQHHV/I+q0PxF4Skp56MiScwRR30xl9UYhEg65EZBS1vvU27FjR7ly5cr6Nv1nyhxlXDzlYjJKMugU2YnSChebC1ZXb+8W1Y2l+5fWqnjeP64/7/R/56C23GsnopusKsWvtXbltcA9rLeYEVKSZAln87YbqCxX6ZwX9d3EnKxvAWjpO4pvRz+HQa9mu9ak5fPytK0kRwcQ4mfijZnKAmBoy0jeMbyLaetkdvsFc1GYmo1raGvIlFFTal3LDb8MY1WpSu/poQ/EFdiXhambMPjtACkJdbnQA1kGA257CL2sb/C/i1sR6OPN/fRy7IyZMobt+R6rihjfGDJKlQee0GZcJZJGgY0orCzkokYXcW/7e8koySClMIXGAe3If60zEyLK+NtPCZjJ+9vwU8WfAJTq/BgdE8B+g5rTiXD1I1s3FyngSXcgl6eu55mQIH4L8Ecg+Gbwl7Rd8S3PpvzBrwHqcxJrd5FeFWHu1oFODbRlpY1EfTF7DGr51ZibIaErDy+u7aVs1Vv5auhXJIck0+N/c8jQotH1QoCACdd1oH+zCE4HQohVUsqOp+Xkh0EI0RsoAb45XcLrmdTfvDt7B2/+sx2rSc/tvRN5a5bnWcCoF/RuHMbsrdm1jln8aP9qy5matHh6BqV29VBtMQgqnJ4+qm2sjbXpKnUtPthKWp72t6oT/HV3T5pHKa9jh8vNk79vJDWvlCd7tmLHQ1acZeATCY1GCdZ/KsENfrFQojnh9H5NRbNWkT5fsuRZT0RGREfI3wH2ejLnQOlOXZ4SRHY8UmKMFy8H892+HMZtS693m0GAW/3JYhKCaLORAIOer1o1JNxk5N/8Ypr4Woj9ZgjsW1X/CfwiVCGrmlQNgOuzIGg0UKWWfj3y4LTS+qiueg2Et4C+j8H8VyGrTlRsp7Ew/HVY/B7M1LKRfMOg9IA65zW/HPlcJ4kT0d9oBbbGo+wF0oDHj7Ow1mnnTOprHBkZ7B41GndxMQEXXkju0uUYsz2F2wIuupCiP2qPG4JvvJGIRw6u87Dvnfco/OhDAMriGuKzd0/1NlPjxthreL/69ulD6fz5AOy87h5GPn5H9bbiOXPInfAZfv36YU9JIePPaXzbcgTRYy7ish//R+WmTehDQ3HlqHG/X9++xH38Ua1r6ftlF3J1ZQB0czQgxpjA4px57AsVSAnSEYjQlyH0dtrskYxKvoyRYx7BXLdCpBcvR8LtgteSqi37AAhsAAUpB+8b0Up9N/d5GDrdrNL0S3NUn/HV0Prbr9kXVBHSWAm1AKFNalsA6gxw92qtfsbcY7+f/s+AwQwz68xv+UXArfPAGgQvx6pr0puV37nBCrfMUoW+TwNn6tjmWBFCfAX8JaU8qOMWQhiklM6Djzq3hFchhL4qI0RbDgGmSim71rjGYOBOKeVCIUQg8DfQQkrpJ4SwABuAB6SUf2rH9AVygFDqF177ANdIKY+hONLZyWFHVFLK1Pp+gDhURdJTho/Rh0kjJ/H9sO+ZMHACYXIg0u1Jtym2FzO+13j6xvatLgCUYKv/2WqPIxi3VAPS+NINbDYrEVMKwc7KA/TsuJbEUF/atthAWukWpBRIKVi+NYDf13gKNbSLD2LS7d149sIWpOaWVa+fvjGT/FRlJJ9YkkdSRS+cpQ0Jrbxc7XBgm5qhAgY3v7L6uEWuApbmTkbvo83ICUGOwcDwAhgWeidlqbcxY2MmT07eeBzvpJfzGXed1MsY/5jq11L7B+Bv8uelni8xJ20OD857kJG/j+T2WbczfsVTBIgyBpeWYZCSEBdsDd1L64YNeLfv7ZjiO9G3VIlH7ooI4gIS0D5q7IhsDsBzuflMzMhkZp6DtgENYfc8risqonVFJYGV8URbhwBgcRiozO1dPSvc01HI1QU5GIAO5RX0X/QMn686OPCm3FXOiswVALw4qgXNo/zpEB+IS0pcbsnq1IIT9XaeHp61XcWzthSetbm131cdb5NSyn+BvCPueBI5k/qbey5ozF9392T+uL5c2KZ2FIHDJbm+ewMu7xhHw1A1+RDqZyLAWn9kW81aWjVFV4C16YX0SAohIdiHBiE+VNUbcrkl435eV72fUa/jlUtaM/HWbsQYfXFq3U1ZJmz4THqCALW4NL0ZfKMkjhJJzkaJ2ymJ7lE7IztrZf2ia0AD8I1SwX4LH5OUHzh8MTAvXuqj7l+Nv15HhElNyDk9f7LYpeSd5vFEmI1cu2E3F63ZwVXrd9Nz2RayjYG1GzFoExvWYBhYx5LTYKldYMuvzuRa73EqAqpadNWpwbnuEIlfbqcm4ApV1GX6I5C14eD9qiKnOt4MjYdAdHs1sAdIW1p/22cRl87V/3DpXH2DS+fqddrvs1p0hTOrrzHGxJA0bSoNfvmFmFdfYVGHwbhqph1LCH/0EXy6ewpdmRo2qLetHXiyefR7a2vH9h078OvXD0N8HJY2rUnLVCJVpc7A22l6lu/xdP/+/fvT4McfCL11LPbUVCY2GcCUhK58vDKLsp1q7OLKzUXnpybLjXGqEHL5pk049u8H4ILEwdXtLTGm8Avz2Rei7ksI0JkKCN3Vk6v8LyA1FJ4r/5lP1n1yTO+dFy+AihB11bHyC25Y/76RreCCZ2Dph/DbrfBhN/h6BKz7sfZ+Vd/9Qge9xkHdTNOa7df1+45ooyJdaxblMvqqSN16EbV/z3lOFfiqS0mWsj4wWmHY62pCMDxZbXOWw/61h2j/7KDV162uavV1q5RWX7dya7+Pa2wjhGgghNgqhPhKCLFdCPG9EGKAEGKREGKHEKKztt8NQoj3hRDdgQuB14QQa4UQSUKIeUKIt4UQK4F7hRAjhRDLhBBrhBCzhBCHjeIRQvgJIb4UQmwQQqwXQozR1g8SQiwRQqwWQvwshPhPBUiEEJOFEKuEEJuEELdq627SIlSr9hkrhHhLe32NEGK5dn+fCKEEMyFEiRDiDSHEOqBbndOMAWbUWTcRZRUEcDHwW41tVwFLqkRXACnlPCnl4cSrBcAAIcSRMvHPeo46lEUI0U4I8ZqmtL8AbD3CISecAFMArcNao9fpuaPzSMwZr6Ara0NjWwue6PoEIxJH0D2mO0GWIPrH9ee+9vfV205oy348bHiYSmkgWFdKcmVtL74Ip42bhqazy/09O0tW4ixNonTXg7hKkgn1N/PGyjcY8usQftr6U/UxDwxsQvv4wOrlpc0fh6T+lPR8jN17+uJOu5GVW0Jh8x/wQRd4vxPsmoOunqol7nIlGEsJOocfn+Y/QrC+H9IZUL3ei5ejZVfBLkb+PpLRf4xmXMdxXN38ah7r/Bhv9HmDe9rdQ5A5CJvJhh49YdYwBiUM4pluz/DEwifYXbibmakzq/2JV2Uvp2zUl/SrcLMoNZ1xOTm4jXlI3HyR9g9lo7+hpOI+jDvupHTP3fg5e3Bh0oUk2zozJWsfAxIasNZsooXdjq54Pw9/15vP3Dk0cDjxdZrJN+1ldWElbqeVCqMTs18al0e/gy1jEK/lpLHDZGRIuYM3snOY5uPLtsoDB91vrH8sQxuqmetfVmewZX8xa/cW0ibWRpeGwVzd9XjqgpxmlMg6AUhAPaUlABNOhPh6JnEm9DctY2yEB1hoEOrLsFaRCCDEz8Rd/ZLo3SSMuy9ohK9JT3ywlY+v6YCfuf7nhWu6HPrvzdes545+SSDg3x25tUTaMH8zeVskM25w8e9DLhylamNQY0GLmz0FryzB0HC4ILonaA4buCohe61k1u1u5t7tZsmzbpXBdpRFd82B2gt5sIDmxcuhkFLywNY0khduoNTp5onEKP4vLpx3msUzvUMTWvlbMQlBsEGHEehs8+XFxjGsLirjn9wiNpVUsKpIzSpUuCWbh7xfe7Ba9QdcngfpK2BojcGpdCu/vvjuKuWytE7f8PONKg0VUF+dbhURZQrw7NP6Ms3Htc75AIozOOjToDMqQReUP+yOGbBvNcR0VAPiIeOP7Q30cso5E/oaQ1gY1pYtAGh2+01cN+oltsQ0w9ihE2F3/x8hN9yANTkZfWgIQVddSdBll9XbToNrLueLNhfhBsz1+E3qI8IJGDiQinXrCdm2nplxHbhlwKOkBMUSaBJkjHuInYMGUzzHE6UX+eQThMd6tIW8ux/Ft3s3QsaOJd/uxiH0lK9eTe7nn5My5hJ2DRtO5a5dWH0Cap1bSh0Gu+azLyEmS89rU2bTmQYU+Huyrbx4OWr2/AtvJqsshku/gs63wYi34MqfoMttKi3fN0ztG5gAba5SRQ//vEfVt1j/E9Xf6RkrVVZDFdKttkm3Emlv+luJp1VEtYVmI1QE7e55niwLUJYGb7eqPRHoKK1tXWDyhxZjqk6mfhlqZExVFBx8vzEdlOUCqMJi2ZsgZxtEtoGmwyF51NG8a2ckmsh60NjmeMVXoBHwBtBM+7kK6AmMo45ljpRyMTAFeEhK2VZKuUvbZJJSdpRSvgEsBLpKKduhxMcjTdQ9BRRKKVtpFjZzhBChwJOo1Pz2wErggf94fzdJKTsAHYF7tOjUScBIIURVNMiNwBdCiObA5UAPKWVbwAVcre3jCyyTUraRUi6sc44eQN3Uo9lAb024vQL4qca2lvXsf1iklG6UHUGbYznubOSwyrLm0XCl9pODemOFlLLfKbi2w9Ii2saqJwcDg2utf3/N+xTZi5izdw55FXn46oMoszsJ8VPpK8X2Yn7Y/h2dh4Vg+lM9VI8oKWO9xYLRLXk2J5cFRT/ySoEneinAEIw13MEDvZrTKl7HPZO+AuCdNe9webPLcbjcTFyxl/bxQdzSKxGXWzKidRSIMfhtnsIayw0U4sP0zt9A+kLKBVilCzJWM6LrHXy47kPyKrTZZreFm5s9wvxdO9iQJpGOUFonFTGn5D6ad/Cjp/8j3NnrdFkwejkb+X3H79VFtzblbuLRzo8CsCZ7DW+tfov8ShX5cH/7+7mp1U3Vx+lrPkhoXBB/AUnt+gBvYVj4Ju2SeqM7MAc3buwVQdzz61buvfw6/vl2FY2sJl66qAMB1q50ePtF7EHLKRfwoy2QttnZXBkXT7ZOMt0chJ/bzRI/EEicvgvQCe1BxLqb6IBQ9hX15ZWQZfwRoEL0psbHHvIRvUd0D8J9wgEoqVBZIS4puX9gE/o2DT/Od/O0M57afntoy+OBszoS6Uztb4QQfHh1B6SUtYo1/rwynY37lK/XnK3ZdGwQTGZhBaF+pmo7mhkbM7GY9LSKCWBDRtFBbZdWurjms+XVywadIMBqoEejUMaPbsXGVyTFqVCcCvsWSRIGCbJWScr2Czo+As5SiOws8IkQOMslf9+kBtuWEAhuLijJUJ+S3M0gdIKGw2DXH57zW8OgyWWw7gPt/H5qPFCUBlHdoNEoHT5hXp9XL0dHRqWDH/arZ5n307LZ2FM9qxQ5XXyUls2sXOV1Z9UbWN+jFQYtxPvzvR6R1CTALsFPr6NLeCTcOA1+uQmclSpataoA1orP4PZFkNgP9q2FAU+rAipF6TDr2YMvrrhGsZWavUdFjUD/ylIVqVQreOowYpDbAW21cWFlDR+/gChVRdtoqf84L6eVM7WvAejXNJxVL49CiNHV61wFBeR+9jkABZMnE/n00xRVOJASbFqmhSMrC+uPP3J3txhK19XbNIUTf6q17AwOo6dvJVff0pHYrD2k/vUXADkffoh//34UVzh4e5fEb8RI3gn1I8BqpHezcLjlcibM3cFL2U2ILs9jYp8gyub+jd0ApvJyKrdt45IelzBp+yTKnSoDSufy57EO7/PG/DkE7irkjpWz2XV5HJ86/6BRYCMGNxjMDS1uOMHvppdzmqUfQ1GG+qksgmHaRNz2v+GfZ8Beqn4u/QZaXOQ5TmdQ3901aXcNdLtLCajrJ6oCXiu/UNsqi9Sk3UXvwdRxENpYibSOMng5pkYjApAg3OCup9BWTWscVyXYYmpvr0plOhQtLlZictU1geoTL/5U+Y2f3Zyssc0eKeUGACHEJmC2lFIKITYADY6yjZpfnLHAT0KIKMAE7Kn/kGoG4IkMRUqZL4QYASQDi7QxhQk4hIHwEblHeDqLOKCxlHKpEGIOMEIIsQUwSik3CCH+D+gArNDOawWqPNNcwK+HOEcUUDfKyYUSoa8ArFLKlLrF7P8D2UA0xyjanm0cKeJ1K9AfGCGl7CmlfA/1Zp+xdI/uDkATuxPfTwYw+pVf6PTSLH5dpbzG3lj5Bh+u/ZAXNr7PkgseRgY24MriEn7O2M+vGdlcWFrGTrPnj2dsq7HEROaRF/AOkzKeItAcSPNglTLdLUpFY09auZd3Z+/gs4V7mLExk5FtohFC4Epfg33ms+hxEUwxo4N2cZsrjc4N4ngtsQ0EN6Ri+3SP6Aqgq+Cf/Od5/aKL+Dl4Grst19Iq4Bv2lWaQXraNJokpBPl6/V29HD09Ynpg0pmwGqx0jeoKQFpRGjfNuIlVWer7TS/0NAuu3XG/0vsVEgIS6B/fn0kjJvHJwE94tvuzamO7q+HuVcQMe4v3e/9IecalVGRcTn5FPu0TglnRdyOzwt4kIFP1JQm+LZEuK0hBpz6v8mqTieQIz+RGtl5PTwLVgqg90F1R/BF3DfFjT1Kv6nVSKzwK0MC3FQ93ehhffTDSHkbqnjbVVXbHX9yKKzrFEeJr4oYvVxy2IvxZwqHCJ8/iMN5qzuj+pu5DRdfEEIx6te6Tf3dxyUeL6frybC77ZAlOl5st+4u44/tVvDdnJ/4WIwOTDy/6t40L5M6+SeSVOpi+IZNtmcVEdFDbjL5KSHW7JIuedLNnmmTFK5LonuATIXDZJavedFOmWQMarFCyV4BO1SZqPBpS/nZTnlv7nOU54BcraDBU7WcwQs4GZUFQuk+Jul68HC0RJiPt/NXYaUiop1DOPVtSeSvVM+hs7GOuFl0Bro0JYXBIAElWM9+2SuSbVg1Z3KU5Vr1OVaS+cRqMnQ1j56r0SgAkuCpg8EsQ20HZN7ndtdM+QxrB8DfAv07REb1FDbDrTi5unw7D3oBGgw62Kqjiih9VtJPQKU/ZKm+/xgNhyCsQ2wm2/AkfdVNFvLyciZxVfY0uIABLq1YAyPIKNo2+hD7PT6PzS7NYskt9qe97+BFyP/6E0k8/JnjsWPRBQdXHyzq/AcIfe5SRGSu57ffXiP74dUwNG2KIigLAt7saR70/ZyefL9zDvInTYdtm+jVTfVjxnLn8MUPZOe2zBrO9cTPu7b2Ha8cZmHddK5Y3Fizdv7RadAWQhkJmHHiFjy68mId3raBx8T6mxO3jQHkOOwt20ja8LRaDd6LCyzHQdCggVFRrbCe1bvd8+OEyOKAFrhutEFEnWOnC91QEbKexcPMsFc3a7S61rc9DcPcqFTk7+H+eY0pzIHk0tLkSzP6qfYMFfKv6CQGXfg2J/bVo2RpYgzgIl11FwHa4UdnT1EfjQdDjfnUeoYPCGp7pl30DrS5V2z7qBut+qr+Ns4eTNbapmdLsrrHs5sgF5quoUXWT94D3pZStgNuA//KlJYB/tKjatlLKZCnlzcfciPJNHQB0k1K2AdbUuJ7PgBtQ0a5f1jjv1zXO21RK+ay2raKmr2sdyqn/PicC76IibGuyCSXwHisW7VznNEf6o7sYpWbPFULMQL3JZ/RILNiiKn3u0+soLE6jVcVKtsq+/LM5izEdYms90Oga9UfE9oRJ15PkE849WcPpzEbMxY1pFZ1Ch8j23NbmNj7fqGaaN+dtRi/0fDvsWzKKM0gIUJYAgVaPEDpl3T46Nwzmmq4JFH95MYGuPCSwxR3PHbMFeXGqINgfugqGTbmNJnYHrZM7s77cY6afUZKBjy6TJoXKO6z33o1MDQ/BR2eiQ2DTk/r+eTn36BbdjTmXzUEIQYCWVlnuLMdZwyPcJV3MT59P95julDpKeW3FawBMHD4RP9PhrWd6NUxmeHsrc7LeI8do47sVW8hb9RbXFhYTVJgOd6/i2+tGsHSFLy3XP0PlzA/4IXs4IT79yIubgUsIJgX4M7/XC+wzR/PIXyPYYDErTw0hyCnMZ1XlI5Q7y7GZbBTWMKbUY+G66LZcXGrnw13jKCnX8Q+QOrCMl6ZuYfP+Iq7oHEduqfL1m7Uli3suaHyC3+FTShoqBae+9Wc7Z1V/E+Jnqh7Jutyq2CLA6rQCckrs1Bw7+5gMvH9VO275eiWrUvNpFO7Heq2oVvv4QMwGPS+NbslnC9XkudMt2bK/iGtHBBPRQWL0BVOAQLolRj+lN7ntMO9+yZCvYNVbkrRZnvOVpMPGL9zgVmOALRPBVSbxqaslScheCUiBdEoq8sEcBJX5oM0vevFy1Bh1gintG3PA7iDa4nkuKnLWHoguLCjB6ZYYdIJfMvOYeqCQm2LD6BPsf/gT6A1KSP3mQjVw3fwHbJoMBamwcxYk9YPmI+HGv2Hey1CQpiKU6kat+oXBPWvgrZZQ4nn2QkrY8DPsnEm9cQlxnSFroxoo71+roo7WTYTI1jD7OYhuqyJzQVXPPrBNHePlTOOs6muEToc+MFAtSIluyyZiQ1LZEJrEvO3ZdEsKobrDEYKgSy/B0rgRmc8+h7NxM141Nqd5XipRQT70dmRiGz4M3549yX5ZCUsVGzZgCAoi8c8/cR7IxtxQ+VfafIwM37OY/1v3G3KxoCR2ApZmTUm/6y4ujGpFatsxJBVkkP+/19kxKAcE/JaUi+W3h0iJFARbgmsFlqzKWkXzuBxSUlTB8PZrS9nQFqJNgTQNSDxVb6eXc4X210KTwSoKtG4kaBWOcvV9HnoHFO2Df55Wk3l3r1b9yeHodgdsmKTsY/ZpxbLWfKO2CR1c/TPcsQiWfACbJ8Pfj6no27rcMht2zYVpD9Zef2Cb8oGVbk9hyCqMPmqCzz/SY1mw8gvo9SBMuhZKsqHlGI99wfYZ0Obyo3nXzlTOlLFNMXC4BxEbUPWffP1RtPcPcBdwH4AQIghYCnwghGgkpdwphPAFYqSU2w/dzCGvJV9KWSaEaAZ0rdogpVwmhIgD2gOttdWzgT+EEG9JKbOFEMGA/6GKSdZgC8qyYV6d9QuAl4E6Bsn8ADwmhBgupZyq3XdvjlxHpAlwzhcxOuy3jpRyMjBZ+6O4CPWHEy6E+Aj4XUo586Rf4TGyNU/NcpXodewNiKAosBsRxWau664+z+M6jiPaN5pov+jq6D8e2UN6Tikz3pjHdNmBViYbnWQwmzeWMse2FqvBit1p58LEkaQWpdLA1oDEQM9DwvDWUfy7I46fVuwFYPcBNTlS5DQQKKBQ+jJa3IU+dCJ6twmhcyDdLq6IiaJvaRlDTJHVwquQkhExvYkJaQrNL4QtUxicNIKOO2ZgKS/Ad8ZTcF2NXFEvXo4Cm9lWa7lpcFNe7PEis9Jm8e/ef3Hjro54/X7L9/y6Q2UcRBZlcbvbH3rcA7bYetsuc5SxukBV3S12FPLK5s8h0MZyi4XvAppA+ip8I1pwQd4U5UkE/GZegd2pp587miI9uBEw80nmuwfzUiZE6PfyuS2ArSYjLdIy+CiuHASUOjwTj+NEOO+5s3l+x7dsKyrmw8DOjC6/ns4NgtmQXsg/W1SE1TuzdtC3SShr9hbSONyPwjIHNp/6CyGdBTyO8kGqmZJTRh2vomNFCPEj0BcIFUKkA89IKT8/njaPlbOtv9mRVYKjhilr36bhrE7LZ2ByBJE2C5E2CxOu7cimfUVc0zUes0HPtzd3AeDGLz32AiNaRzF32wHmbM1mb14ZOgGdfMPoKWORbolvlEcPEDpBnzcFM2+QSDeUZIDbJSnLOjgdujgN0Gk1h7QMtopCVYCrallvgcQRgrJsSJsjMflDeHtI+wdS/4Eml0psiWesHuHlDMSoE7VEV4C3msXxYVo2s3KLyKh00NTXgkEnKHQ4uXdrGi4JSwpKGB0RRBebL6Mi6okQqmLjr54CWcsnqHRPAJ1JDWAL0sDiD3vmHbqN0hz46ZraoisAUhXgAqjpkRnaBIozYe9y9aMzan5/EpoMgYlXqg9X4V7ls1e0D/zC1aDfyxnH2dbXAFRs3eJZSGgAjZrQ0GDhkvbquSz61Vco+GkS1rZtMMXHY4qPx3bhhczffoD5Xyxnfmw7RiSHM3Dzb5StWYsuIABhMiF1OvwHD8KRmYkxMhK9n6do0O29k1gyWcI6NTaxp6RgjI4CKem1bz299q0nKxDWNoBGmUZSIgS95xzgkvku/uokKBiayBTytHkPwbXJt2Bu1AhLm9ZUrFvPzY2HcF36OwQ492KZMx5Gvn3q3lAv5wZ+dTKJmo1QhRd3zYHdc5VAWlWAas6LamINoGi/soTp/RBYao+PqinaB1lqzEJ+ivqpIqgBZKyCqHbKHzb/MBnnf9yl2qpL6iLP62o/WJ2Kxi3Y4ymwFdRQtd9iNKz+2lO0a9nHENtZTfIFRIOj4my2tzkpY5v/wERgghDiHuCSerY/C/wshMgH5gCHqOJWzYsokXUjKqviOSnlb0KIG4AfhRBmbb8ngWMVXmcAt2t2AttQgm5NJgFtpZT5AFLKzUKIJ4GZQggdylTpLuBIwutUVHTvZzVXSpVa+nrdnaWU5ZqdwttakS8HsB64FwgFLtDGmVVcCuwGyqWUdR/KzjmEPMZKTZpafylwuZTygvr26dixo1y5cuUJuLxjZ232Wt5a9RbNAxvzSOdHEUea0arBb6vTWb4nj+ZRATwzRX3ZNmr+N1l4jObNehOTRv5Moq327GyZ3clzUzZTYnfy7MgWhPmbmfj3v2StnEhWdBv+cH2FzlhCXfzdEmEOoMjh8QdrZArm+0um42P0UQ/upQeUUTeo1Lm7z2n7Cy+nmJ35O6lwVdAyVKXj/LX7Lx5boEzmxx/IYWRJGTQaCNf8Uu/xf+76k8cXqr6xZkSqj87EnAIrvrkbyA1pT0ifO+G3W5AIhBaB9KRuCGWBqdxYkUHj8mL0Ep63X0dn/794PFrNYHfPC2SBrxG9WVnMJNs6MaLiAM1SlnFTlArha1tRQYXenw1lyQwIuY/7BzZlwJv/Vsc5/XBLF67/cjkOl6R/s3C+uKHTiX8jjwIhxCopZcfjakQV0hqPSsFJAx7n2cKz2t/1UJzJ/Y3d6eaJ3zewN7+Mx4c1p3Vs4FEfm55fxgdzd5Ec5c/H83eTUeARaEIqfHhwfQ+MUk/jSwRt7zo48i5tjpuUGZKGQwRx/XUU73Uz70EJAuzF4D6E3mNLhMLdtdf1HK8jqpvA7ZAIPSx+2s0+bTzQ6xWd127Aywmj2OliTVEZ7QJ88DfoqXS76bJkC5l2Bz46HWVuNwJY1KU5iT7m+ht5OR4qtawHg1VVcwZofhFs+UMNtC//HqY/VDs1swqTX+0iJ4fDGgwNesOWyQdvE3ow+8GN0+HXsdWTijQboaIPt/ypvATvXAahjQ4+/hRwQvqbk4BWyKoYNRB1ngnXeCb3NQBF//xD3udf4Nu7F6F33HGQHcHh+GzBblJyS7nmwBrkGy8DYIiOxrnPIwbpg4JImjEdva22COU8cIDM8ePR+foS+cQT6KxW0h98kLxF/+Kf2Jgbuq3n1uluiq2Syd31ZAbBc9+5CK80syPcxWujPG01s3Vg4oWfo9fpcVdWotu3TBVGgsM+Y3rx8p/IWKUiR8O19J15/1OZEFVerKAKclV5w9Zl7sswX7Mb8A2HUs0O0zdM2dqU50JSf1XQce6LtdsFNRnoth/99TboBYUZkF/nIU1vUpONPR+AhB7wvVaUS+jg2skqAwSgyx0w9H+cDk5EX6MV0qo1ttlw/YZzcmxzKhBC/AW8JaWcfQLaWoiy5ik47gurv/37gaJTHfBzOjhSca3gQ2z6Rfs542gb3pavh379n44d0DKAWXnjmZKdh9kylMqKUFoG9qAgfy4uJE4hqHTZSS9OP0h49TEZeOWS1rXW7Q1exjexC4AF6OrJWrO5XNxSUMRXkdqDjgQE7LTnsWD63QyOv0AVbgiMh5HvwM7Z0P3u/3RvXrwcikZBtQeFIxJHEGoNRean0e3n29VK86EzL1qEtsDH4EOZs4zbWt/GFxu/IKcihwHxA7Hu+hgAW85a9lqi+Dg0hDKd4NESF8FRnQhreAHLChbwcVoFi8NthLhcfJg9jd2GclSRRVhAE5KLM9lmBukysKlgBduBL6VkbEEhK/yD2W8JIAs7Rts6Zu7/lud9X6NVjI31GWqAvjWzCIdLPRBVFdw6a1Ei6zn3MHK29Tcmg47XLv1vBThjg3xoFunPt0tTMRlU5xDqZyJUZ8VVaMAolfdkUUr9E6Px/XXE9/csuyoFzjKJs7Te3aupaz0GsPYDNwc2CJpeJjAHCtrcqUNvlvjHQcTpmZ/wco7ib9DTu4adgFmnY2qHxiwvLOW7jFwWFZZgFAKz7jCiUmJvJWqGt4BGF8Did1VFuAItaEO6VSRszQrRwUnKm2/PfDWwrRJejzQwLs87WHT1i1SRstKlolw3TYZ+j8NPWnHg0gPKVxDA7VTVrL3URz8pZc7pOPHZ1tcABAwcSMDAgf/p2Osamtj30VO4y8uqDQ59O3eicLIne86Vn48zN+8g4dUQFkbsW29VL0speXW4g4b7Sxm0Zg3lffVUGiXtd0GfTS6mdBHsjhSEb62k6T4jcdlu9oYBQrC1cBVL3nyMNh2H4d+3rypg1O9JyN4M/Z/8T/fmxcshialjM9nnEYhsBXl7YOYTap35MFZq8V3V5JmUMPB5mPqg+j5PHgUrJqh9ds9TRa8AkGANUX2UyR8ObIH0FUd/vSkLai+bbao4WFWGx9KPYMAzKsq3JFv1ddmbPfvXtVk4y9BE1nNubHOqEUIEAsuBdSdCdNV4ECWIF5yg9upSAHx7kto+ozhSOGgOkA5UKRU1n4YlcE6Z8kzbPY0FGeqLb3ivJC6KG0bvxqGUr64g5Z9HeTc8Clv8CDpHdD9sO7/Pfpj3UqdSoD987TKry80bIUGY7EbC3cPIqNiM0TcFX7eOiI1TYPUvasAQ3wU63KB+vHg5BXSN6gpRXeG6SMja7KncXA+JtkSmXjyVYnsxDW0NGdNkDOkl6TQObMyXK5x0K5rB77qBROUuZYq/ElMj/UMYM+JlPpuiFWP0BRBkGQys8dczKC+X+8sFP5n7kVhYRmLwRobnOvkgKIhKIXACiy0WIp0u1upd1KyLkRgaSJCPkau6xLP+tw34mw30aRrGW74mVqcWcEuvI2WGeDlNnDf9jZSSF/7ajFOzKvjwqvZ0aBBEgNvEtPvtSD34xUDTKw4f1VSwy82cuySuysPuVk1RCvhGq8JZVZRkwLYfJWWZ0PVpgV+0oOtT3ihXL6eGGIuJ0RYTfYL9+SUzj3YBvsTUsSqoxSVfqQFtcBKYfFQ1at8w5bW6f63ap0FPmPOC55irJsKUezwpmlW47R7xNaKlllZ6hCywWvYEQhV4CUyAgFgoSleD/S63w+L3ILodRP23yZkzhTcuH3FQFNKDP/11tg+Oz5u+BiD/2+8oX63qSwRdczUBgwfj06kT+ogI8j6dgLDZcF18OaaGDQ7bTsq113Fgwwrm3m+gbanki0E6LlngZkMCdNum9mm1RzJhsI4vButpmWvlrd+MfNI+n386CMKLBI6f/yT9q+k0mj0LY0SEKmbkxcupQAhoNly9DkpQk2Ttrj30/kn94J61SuAMSlB+sqU5EJIEa39QIqxvOGyd6jkmIhlaXabsZ+riEwJluWryTrrU+Q9HVWZHFYn91O+218DCN1XRyLZXKWG4cC/0GnfEt8DLuY8WldrkBLe57ES2V0/7Xx55r3ODIwmv7wL9gEUo89yF8li9Cc4iWoa2xKQzYXfb6degK32SwgDw6XA9zdpeS/qHi5gxq4j9aav55iZVMKHC4eKFvzaTU1qAOeoPdhZuJqtoL/Yq0VWLYq2PTJPymbSLXNIOgCUyBYBS4eb66AhePpDLMMNhBiBevJxsGvZWP0cg1BpKqDUUAB+jD02C1He+YXBHbly3HCmWklzQrDoRJzGqAz5GH3R4nPRMbjfhLhev+1v4X0ACr3Ubz/bPXTgT/sdCnwCQEh+3+kDp0DHCZeYhm8erNcmWRPvwTjzdXc1k92wcikmvo7jSyasztvHJtR0Z3a5+n1ovZwTnTX8jhKBjgyCW7s6jTayNYa2jqreN+dLC7qkuVr0Oi56Q9H9fEthIdSLp/0r2THNjDYX8rVCyn3pFV50Z3IcQY2uKrrWOMZ2Tb7WXs4Rgo4Fb48KPvKPeoKKWqgjTCo4mXwgrP1f2Amu/B/8oKN6nrAVsccoaoBqtJxJ6Jbo26AkhjVXhrPoITPBE1IKyIIhsCYPHe64ltgNsTocVn0HnW2H4QdZnZx2a6FrTdy8BmPDG5SM4TvFVonzmJPCJlPLT47zUY+W86WsArO3bwzffgMFQLboCRNx/P+bb7mLYOwvYl1fBtX9s4oVRynLKmZ9P1osvccDPxRddyvDZlMLVq9Lwc8PH7zn5sY9gfmsdBrfAhZum+9w0yZD83EvHzmjVX20MKaOk2El8tiCwSJLtL3nwVj1P/aKjsV5/yOv14uWk03zk0e0XGOd57ROsfkBN+K35TtkBVvmMAzQaANbA+tsqy1PWB4Nfgl8PUcRebwaE6peqUpQiW0HTYSqzApQAvPBN1b/9+zoMeqH+trx48XLGcaTiWvcJZSTUF7gWeE8IMRP4SEp5GCfps5OWoS2ZevFUypxlB1kJlDhcbMxQYfzL9+RWr5++eDU9Vj/O1EA7c11awbZ6hFYdetw1ovJqISUB4dOoTngTqtjQktiWDItud5x35cXL6ePdta9TqSlAK7NX8mheIc0qKuiQ9g30e4XPs/L43N9K64pKhlUIPvAzM93oAglLdk1mq8+f3CQCycYAQlCmF4xKuJFb21/Kp/P/YnPehwDE6qz8MPwH5YusMWdLNnaXenDJKTkGnyUvp4Xzrb/5+qbObM8soXHEwaluuRuVMOSqhLytSniVUrL0eTfyEN1ITXT6WqWBjopWY71Rrl7OYlZ+Abk71eu8XSoaCJStwJrv1OA1daFaZ4uDwjSqP0wpC6GinjTNiJbQ6wEVufpeB89AeOBz0P46z37lBZCqRdO67FBRcKLv7nQxntrFTtCWx3N8KaE9pZQZQohw4B8hxFYp5b/H0d4xcb71NQGDB2GZPg1hNGKMiam1LT2/nH2FqrDP8j2eotPZr71G0dSpfD5Mx7wDOgiH3qHQMBuCS+DK+ZL5rcGgM+DEwQcjlZAq3BKjCxw6QEruuNNAeY16Pw4DpF7SBUNo6Em/by9eTgol2bD8E8/ynvme12u+hdaXeZb1JnBVZeVJJdJu+UtF39ad6+n5AHS9A74bA5nr1TpbHNz6L7X8CjfUcEM5UtSsFy9eziiOWHlKmwWeK4RYA1wBvADsQM2Cn3NE+kbWuz7AYuTVbk5iN7yPJbE7MBSAbhlfEqlfjsFl5V/CDjrO7HZzebGDfmX5fBWdzHzyQEoMgK/bTaFeD0JgrzPmDXK5uLr8KEbYXrycwcTb4tmRvwMAo85If2Mo4YW7eDgymtU/X8C4hC58tGU2ZbY4hoe7yTHo8XG7CXK5GbNzGWZ3GVEuC+tR4lSgOZA1+XMY/vtX6Cv9ESaJFIIhlW58jD6sScvHLSUdEoJ5e/aO6ut4fGiz03L/Xo6N86m/MRv0tIqtv5puo4th/1JVO0GreUfxXo5KdAVwOTmozsOR0HuTK7yczcR2rr0ckawiggBmPatEVL1FDWAL02rvKwyegW5NAuNV4SyobZBsi1cpp3uXQ4MesPxTT+GVxoOUUHtuEH+M648KKWWG9jtbCPE70Bk4ZcKrdu7zpq8BMDVoUO/6FtEBPGTLIWLuVKIuGgGoDKfy9RsAiM5TnYi50k2DbM9xRjsElwiKzXYuSg0maFcO7XdKQkrh3tv05NgAIWqJrgAR+ZKh8qytvO7FC1iDwCcUyjSLakug+l1RAEUZ8NkA5UGevUntV1wnzSh10cGia3AirPkeFr1du6/xDVF91u55yqrAFqeyKkA9tA149oTfnhcvXk4ehzUhFUL4CiGuEkL8AUwD/IAOUspz8sHkcCzMWMjW3Bfw162l/fa3IVM9lEQmqjSzgWUV3Bd0M2UZl+Mq94i3lXod681uHogI41+pRcoKgVMICuupuBVo8CXG4eDzfVmsk+WszDw9FVS9eDkRfD/0ey5MupDeMb2ZNGIS/ldPY6V/PNOtBrIq8/jU5GLSkCcZF59EjkFFTPi73cxI30dyTgoAiQ6P2lRQWUBqUSoSidNcRHKhjXE5ev6v7//4e1Mmoz9czJiPljB5TQYNQ5WfbJTNQstDCFxezhy8/Y3CXiTZ8JmksgAq8mDbT2q92QZGrS5RWHtlTXkopJ0jiq5GP2plZ2ybCC77OZtt6+Vcp+kQGPURNOwDg16Ea36FZM1D3F4Ce5eqSNXoDmCoI/zI+gouCtg2Tc121JzxSOwHCd3hswuUj9+3o5XnXxWtLz/ht3YaSTvG9UdE+573r3oNDAIO4fFwcvD2NR6Kpkyh/49v0iJtA8EfvIKruBgA365dARi9ysDL+3vywrduKmuE6vjb4fmvHHz+josrfznAsNWSgHLItsFbn7rotN0jHgkEAcJEYr6L15YVsSpiD9vytp3S+/Ti5YShN8LtC5VdQfIouHMZXPWzKsTlKFfia1ACtL0a6rMLLM0+eF3ebijNqi26mv3hwveVX/g3F8EnvSFzI9g0y7SoNuBff7CYFy9ezkyOFPGajZoBnqj9lkBHIURHACnlbyf38k4flU4XY79ZxZq0fB4b1pDXt92DQ+9gXkQoc7KKVTEHUGkB4ckIi40bI9sgg/aQUzaA7zPHVre11mqt/ySidphr29COrM1ZSYHRyMNRUew0lKCfeQs/j/yZxkGNT9atevFy0rAarbzU86Xq5Xt+XMMNRZJ4m5M0o5G2BhsvbPsGgBCni2Z2B9cV1k75vL2gkN8Cg8gSBydPxyc05fLhE9Ab9eycu7N6/c7sEr66sROLdubSPj4Qs8HrJ3Y4hBBxwDdABOp7/lMp5Tun+DLO2/4m9R83a96RBDcHn3DIWu7Z5qdlhpptgkETdBTshIhOULAT0udLMhbKQ/q2HgqfaCirc8zWHySOEmh/v9dywMtZSturPIUg966Azb97tpn8YdZz4Cyr/9iDqGcS4raFENUKKouhQNMeD2yHlmMgIEZFMSV0O65bOMN4nNoerwBl2vr/SgTwu8r0xwD8IKWccRzt/RfO274mv9TOdV8sZ19BOR90D8T2yKPV2wwREejMZgAiHnsUv149McbF0yQqklz/L9hXmY17wiR02kcjrLi2s5rFATGaW8HA1ZIVWnmXNgHNWVu0maIgPY8PtJHuSMFn+nXMvGQmNrN3UtzLWUhAFFz+nWf5xyvAXWMCr6JITdwdCZ0R3I6D17e8BC7+VPlGLdNsDaRbeY3fMhvSV0DDXsd3D+cxQogSKaWf9vo1YBgwTUp5TNX+hBCPSynHn4xrPJ0IIRoAf0kpW57CcwpgNjBKSlkkhIgFPgCSUYGifwEPSSntQoi+wFzgQinln9rxfwGvSynnCSHmAeOklCtrtN8KeFBKecOpuqf6OGzEKzAJWIOqjjYcGAGM1H5GnNxLO71szCji3+0HKK5w8s2SvVgNSjz194uC2+aDfyTTdk9j2G/DeDRjOpetGs/oKaPo0MiOyW8fAfVo2gI9fsbafn6ixrP9hmwlHEkJMlgVjHBJF6WO0pN0l168nARWfwOfD1ZpMzXILc8ls2wvD9nv4ZbUWL7JsHNvZho+biWoFuh13JVfQPeKCvUwAoDA4RPCAe2DIqX6iXPAwNJSHtowmbJ0FSxzbbcERreLYWSbaIa2jOT9uTsx6gXhARZySir5flkqO7NLTtnbcJbhRHVIyUBX4C4hRPIpvobztr/Z8avEUQpZK8FZoyhWi5sFza/RUVkomXefi0VPutm/1M20q9xkrZKEtVXZ0/Vh9OeQhR3LawRcGHw9r+3Fx3snXrycQgrT4btL4JeblBhahct5cKGsgOhDi65V/Y3epFI5D8W/r4LLoSKRRr6jol8v+gCWT4Dd8yGqtdpv61TY9PvB6aRnGVoBrbFAKkqcTAXGHk9hLSnlbillG+2nhZTypSMfdcI5b/uauduy2ZBRSG6pnclbcsCo/vYtLVrQ4KeJCJOJ3M8+Y9eQoZT8+y/pd95J6g034Ne3L+GFgNBVT0lUdy96PZU2H9YkQpYN3AIO2OCB35zcNtVF1NxNan83SH9VSLLSVUllfZUhvXg5U5n/KnwxBHbOqr2+ML12FKvJD0qy6m/DoCY2EDrwi6xfdAXY/Idncq/PI9BsBHS4QRWTXPI++IWDxaYiZVd+AUXHOPvupSa3Aq2PVXTVOKZJSKE4kvZ23Aghjmglejo5xPUNA9ZpoqsAfgMmSykbo/pqP6Dm80I68MTRnlNKuQGIFUIcl1XS8XKk/5iNqIetqv5VAgdQFUDPOQP6mjTzr+ClgN9ZUhJJ89Y3MLjt1yzdv5QBCQNA84F9f+377C3ey97ivdXH3Tn1dkrcgLl26ppZb6ZZUDPW5ayrtV7WGBi7dAWACoS9t6ichUXFNAlsTNvwtifjFr14OfE47fDnfSo1M2MltLkCdHp2FeziqqlXUWYoo8J2MQPKN+JvL4eMTC4Mj2SirwmXEMz1tVIeHE8GkhGZuzAiMVeWcHuenW+CgikobkZ5xvVMtVyN0B7/x0yYzSWjghDA+txlWEMXcd9fHdmxJ4nPFuxh3ri+/N8Pq1mXXkiAxcDixy7Az3xG90mHpdXXra5CFTeJR6V8Pr7h+g3HU+gEKeV+YL/2ulgIsQWIATYf5+UeC+dtf+MbBfnbwC8a2t0lCG8DllBBdDf1VqTNkhzQuo4CLbB70xeHFnUiOkLuJg5pN1Azs9roC65yQAcNhx3/vXjxcspY+Dbs/Ee9jusKXW5Vr3++Hrb+pRU20Qor5mxTfh2VhbXbiOsCe5ep1/5RKqIIQOhVP6Y3Q5VAtGWK8u+75CtYP0kV81r6EezVCmvZiyGiFfyuXcew16HzWM5mNJH1uPqXM5Dztq/paCjhrh0zWBqYSLcrLiOh+9dUbNyIbdRF6AMCkG432W++BW43+d97/ttTLr0M3G50wL/JkJgJ0XlQGhPInEFhXPTlDjoUwrSOgimdBB9+5NYieySsd7EzUs+OGMF90wzMsLnpEd+TcJ/w0/QuePFyjOTugrma5jPtIbhnjXq9aw58f2ltiwB7CeTuUOJqzfURLSF7q3ot3VCSqV5X9TU1cTvg/U5w1URIXwn71oE1EDb+rvqwlV/CuG0qyKU0G0I+gLtXnZRbP1Vsadb8oLFN861bjqvvEUI8ANykLX4mpXy7zvYpKEFvlRDiZVRGx5OACcgFrpZSZgkh/ID3gI6o/uI5oBNgFUKsBTZJKa+u73xa9OjfwDKgAzBJCBEkpbxPu4axQLKU8v4611YCvIOaDCwHLtKuJQz4GI/X+n1SykVCiGeBJCARSBNCNARullJu0tqbB4wDtmj30hIwAs9KKf84zHvYAPgWqArT+D8p5WIhxDfAb1LKydp+36MmNf8C/ocqXmkGPpBSfqJFqb4A5APNUGJqTa4GPtVe9wcqpJRfAkgpXUKI+4E9QohntH3WAUYhxEAp5T+Huv46/InydH/1KPc/4RxJdfcD/LXfVa87AtOFEFec5Gs7rfjOHMfV9p953/QedzUppFFQI65JvqZW8a2uUcoDSe8MUFO8QIkxl3CdqjJodNf2OKorutaH2S0IwcSb9t0MLynj8l3LlZjlxcvZgMEEYVohq/BklSYDbMzZSJkWbdSm8QEMel111fXL+rxAqMGXELekod3BLVY7T1sdDImLpjQwHlyV/GgLoERIDAFbGDckB3u8+uztcUewyt2ED+fu5KnJG8ny+ZDU8jVkmieAqEQnQKcT5JSoz1Cp3UWlo84DzlmEJrpOABJQg8YEYIK2/oSgdbLtUA8Jp5Lzsr85sFaSPk+9Dm4O5iAdiSN11aIrQGhLgd58DG1uBGf5kfcTeqgsUGMA6YSC3cd06V68nF4ilcc+Qq+KaVWxR6vT5LJDUEPP+rAmkNSfar1Nb/KIrkJfu0K0dIFvOAx9hVqh4/vXwqynIWUBFO/3iK6gPP6qCq6AKsDl5UzkvOxrAJxPPcqITbN4cfmXDI8149O+HcHXXYs+IAAAodPh27XLwQfWGM/YyuDXnjqufETHH51he+Gu6m1mOxT6C/JrJ/ehc5nxdfvzYbM0Ri530/ZPr8erl7MI3zAVoQqefgcgdYmyGJBuNYlXjYBRn6iJu6oAx6yNnlnvwAaeXatE12Fv1l7vdsCc8TDvZSjaC1kbPBOHOp3K7KgoUMtneV+jia4HjW209f8JIUQH4EagCyqTb6wQolblSynlhUC5lLKtlPInYCHQVUrZDmVF87C261NAoZSylZSyNTBHSvlojWOvPsL5GgMfSilbAG8AI4UQVamdNwJf1HMLvsBSKWUbVPHJqlncd4C3pJSdgDHAZzWOSQYGSCmvBH4CLtPeiyggSku9f0K7/s5AP+A1zW/9UGQDA6WU7YHLgXe19Z8DN2jt24DuwFTgZu296oQSp8dqIjBAe+BeKWVd0RWgB1A1e9CixmsApJRFKEG+UY3VL6GE8qNlJXBaPToOG/YlpXyuvvVCiGBgFuqP8txEV/XWiBqva/NU16do5OrABbNuIcXs5JaoCBWuKtyADkeN4lkVrgqMOiOOumkFUqpjJJiE4IncHJ4OCyHXZOTL4BDaN7ykfnNuL17OVG6aARmrILZj9aoL4i9gRsoMssuyeb7H/7EsqQMPrXuHSKONrxIvYG6Ly2D9L/ybNhuZuxCAbIOBZe0vpf+cNzxtS8k/O17mE5OR2/s/yBdz2gGCjNIUYqJLyK+ScwXc3T+JbokxxARaef+qdny3NI3+zcIJ8TsGBevMYzy1/fbQlsdzAqKStFndX1EzqEVH2v9Ecr72N6KG/bDOWL83QFBTwbAfdEy90o37KObhdHpwH3m3WnWD/OMgrq/X39XLWUSH61UUkckXwpt51g98ThUkaTEaut8L77WHslxodZmKis1PhRUTYM13UK59oGI7KL9WRw07gtJs+Os+CE6CiBYq4hWqi6tWE9NRnavTLWq5JFuJvt3vPmm37uW/c772NQBCrzocodMp8aYe4j75hH2PP07Rn3/Vu71NCrRJcTNiOTTIKuDp64xsTJDY9ZLv++lw6QW/9hDc+rck1w/+7hTAektPzLqZ7IkUzOpq5aGOt5ysW/Ti5cRjCYDbF0D2Zkjo4Vnf4XrYM1+N5cd8Dv++Aau/hJBGkHwhtL5UWdHsnAU7/vYc12gArPys9jmmPahE2u73KTsB6YR9q2pnaugMynqgyWCw2uCyb2HzZFXI6+zmZIxtegK/SylLAYQQv6FEtzWHOSYW+EkTKk1AVQbEAFSkJABSyvxjON8UIFVKuVQ7tkQIMQcYoWUXGrU0+LrYUdGjoETIgTWuJVl46gQFaGM3gClSyqqwi0nATOAZlAD7i7Z+EHChEGKctmxBRc9uOcR7YgTeF0K0BVxokapSyvlCiA+1CNwxwK9SSqcQYhDQWghxiXa8DSU824Hlh8kqCZZSHpPhmZTyXyEEQoieR3lINhB9LOc40fynfFspZZ4Q4tweoY18W81qhSeryoE12JtXxmt/byM+2Ic7kwLxoQyjQ0dnBzj0OtYZjNSX4ymAlhV2Nlo0IVVK+peWscVsYr/RiB1JrMOJzeWiUK+na+8noflZ/2Xq5XzDEgBJ/Wqt8jP58dGAj6qXP13/KRVIUhwFLN2/lOE6G1l/3MqbkWGYTRYqcRNistF0+yIWBTbjxUojX5iLOeCqZLdJTRJOy1nGyPZj+GblcnwS36VAuGjml0yxLGR041Hc3sbzuW0XH0S7+KBTc/8nl0N50xy3Z402+/or8P2ZVFzkXO9vQlsJuj2rozhd0mjUwbe55Ts3BTuhxU0CSxCUadZhOpN6Bq/PttJZCuZgqMw79HmFwRN8EdAQBnysQ286Z99mL+cqsR0OXtfxJvUDsGeBJwp1/U9KeJ14tYoeAvUhcjvVI5vJT3lvSJcnDRQgbxd0uwu2/61sB/L3KLHXLxJ8guHqX1QaaBUD69X1vJzhnOt9DUDse+9SMHkyvl26YAgOrrWtfOMmcj/9FJ+OHbG0au0RXk0m0OuhvHYaRZL2EXnuD1+yHZLd8YX0XydZ1FzSbqfk7tt0ZAXrEFTiTGmAyW1Ar5cMvv9NguP6noK79eLlBOIXrn5qYouFm2d6ltO1yqi5OyBrkxJqp2vWoVV9jS1WZVr4RoDBAiX7NUscqfqerA1qDFVlo1NZqLQIeyn0fQzaXuk5X9Mh6ufs56SNbY6R94A3pZRTtNT4Z09Qu3WL9XyG8ofdCnx5iGMcUlYbxbvwaHY6VFRuRc2dta6r+jxSygwhRK4QojUqUvX2ql2BMVLKo007uB/IAtpo56553m+Aa1Ci9I012r9bSvl3zUa09/NwRYucQgidlNKNsrm7pOZGIUQA6u9hJ9C5xqaqqNfaHp/1Y0HZNpw2/pPBrxCiH8qj4dzFGgS9x0Gzg03vXp6+hSnr9vH+3J0srkyC7nfzUHwSy02CNXo3bk101QkdoZbQ6uPsLjtBTqen4IIQzPf1IcKpQo6ChZFmA15iau93mXbxNK72iq5ezlGGJw7HoDMQ4xdD58jOUFHELF8ru0wmKnEzIrwzM4oN/Fq6hduDynjCnEenolzSNNEVKbm0ySU8PSKZR0ZEIIT6DEVkr+Lvch9ub33bQefMKqrggjfm0fb5mSzZlXsqb/dEknaM648KbbD5ObBFSvnm8bR1ojkf+pvYPoLmV+sw+tYe8+dskGz8XJI+X7LmHTddntARoCXsuO21RVf/Oo+nhxNdAaK7QefHYcAnggEfeUVXL+co0W1VVKzQeQasZTW+/91O6PWQGjAXpUNxRm3RFZTlQKtL4I7FEBCj1tlLoThTWRHUFF013lg5mdbf3M1jC745Kbfl5cRzPvQ1xpgYwu66C5+OHQ/atv/ppyieOZOs8ePx6diBgFGjEFYr2O21RFdhsVAW6ucJLykqYFl0PO12Q6Ev5AbqeHeUAZ1WxCLe7sfbQ4bzad/f+XvMDPp6RVcv5yrtrgYERLeD8Oa1rWfcTmh9BdjLlLhamgWFqR4f8iraXwuXfwudaviDZ29WUbI1RdcqMjfA603hzRYqa+Ps5GSMbRYAo4QQPloq/Wht3eGwARna6+trrP8HuKtqQQhRFcnjqGEZcNTnk1IuA+KAq4Afj/6WABXFWp1Oo0WiHoqfUHYJNinlem3d38DdVZOMde0X6sEG7NcE0WuBGnl6fAXcByClrKoJ8jdwR9X7IoRocgQrgyq2ofxpAWYDPkKI67Q29CiLhq+klLXCTaSUM4EgoPVRnKMJyuP9tHHYiFchxAYODt0MBvYB152sizrTiQm0AqDXCSJsFrZEXs3y/R5f4mr3ACnJqajxpSsEC/x8alW6dQlBWFE8HxRupKndgb9lAXQai+2U3Y0XL6eegQkDWT5qGoZ96xEGH1jxGV3KK/F3uanQCTpsms4Cg5VVVmULUKDX85nN86m4udTODenboWEet+YvpiK0E7vTFnBvXj5kzYbKIlXxswZztmaz64CabJu0ci/dkkJO3Q2fOB5H+SDVTMkp4xgra9ZDD1SHukEzigd4XEo57TjbPWq8/c3BWIJVwXW3A3wjBSEtwFg3GUuj/GjlAgFIyFgEbe/W4RPmFVy9nMOY/eH2haoISkAMZKyB4joVoBe8Uf+xVViDwFEB6SuUj1/6CijcC45S2DYDYg6Ouv1m8xzsLie/71zCo53HYDMfzbjDy6nA29fUjzE6msrNW9D5+GAIDcW/b1+KJk8+aD+ndHHPVXYaZuoYsczN9E46jI6N3DNMT7EaHlFpgutmu0AImqbnknDt74Q/+OCpvSEvXk413e6CxoMhP0V5iK/5rvb29RPBYD308UYfKNqn/MMB4rtD2mL1euMvMKKeuIgNP3smCzf9Bn0fPe7bOA2c8LGNlHK1EOIrQAtD5jMp5eFsBkBFuP4shMgH5gBV3qQvAh8IITaiok+fA35DFYNaL4RYrfm8HnQ+rW5GfUwC2h7CtuBw3KNdy3qUjvcvnmjWuvyC8oR9oca6F4C3tevWoewURhzmfB8Cv2oi6AxqR9VmaXYJk2vs/xnQAFitibsHgFFHcV9TUQW5dkoppRBiNPChEOIpVKDoNA799/ASULdA2FQhRJW/5xIp5aUoT9upR3EtJw0hZd1njxobhUios0oCuVX+FYeiY8eOcuXKlSfg8s5MXG7JzE2ZrE8vZMKC3STHO8nwfQ672w6lCTQV6WzzqVPAp0qNrbUODIUtufWAi5sNMzEhlUfY8CMMArx4OdtxVsJ7HaEwjXdDmvGPpYSLSwq5vKiEbL2OK2KiKNXpSK6oZLvZhE4K3FLg1EuiHA5mpmsPJUn91YAakCZ/hL1YRTaN20mu9CO/zE6jcH8A0nLLuPijxRSVO/jg6vYMTI445bcthFglpTw41OQY0App1ar8ueH6DWd91Wlvf1M/BbskuZsk236SVORBUGPIqccNqr7CuIfD4AvDf9Rh8vcKr17OcRa8AbOfB3SaAbL2LF41q3E0RLTy2BMEJ0KeVomu6x24Bo1ne34G8QFh+BotADy58Ft+2bGYPrEt+XjAnVVpgKeUE9HfnAyEEIGowVlL1Pf8TVLKJYc96MSe39vX1IO7vJzi2XMoW7qEgl9/w9qpE+UrVtQKFqnioZv0pEao+hQI6L/WzZy2KonSvxT6rXdz9Tw3bgF6CeGPPkLIDTec2hvy4uVUU7QfPuii7AFM/mA/JstKDQGRrSFznXotdOrhzugDT+yHwnRwOSBY0wTTlsG3o5WVwfV/qGjbU8yJ6Gu0Qlq1xjbNt24568c2h0II8ReqSNbs030t/xUhhA+wAWgvpSw8zraigG+klAOPuPN/a98MzAd6SimPxpbgpHCk4lqpp+pCzib0OsHQVlG8N2cnTrdkfYqeN675gBx7CmHrNjCnfAuZLjNdLJHkBMWxs2Antze5gp25W0jK3MY0eyabjDok8GzpOpyBBXQOjaWpNZIv47vh88VQaDoUetxzum/Vi5eTg70UCvcigS/8S3EJHW8GB3Gl04qj3WWUZqgiJnuNBpxCgICOpXYyzXouKa5hL1OjMlGG3ZdYiinWGdmYsYNbfyiguMLFk8Obc0uvROJDfFjyWH8cLjc+pv9kb31GoIms59zDiLe/qZ/AJEH+dkmpFqRnDoaO4wSFKZIdv3j2a3wZ7PkTAhurQlmFKVC4S/m91kXolH34qjclboebDg/osAR7BVgv5yjZW7UX7lrV2el5Hyz/FCoOMV7Qm5WnK6jI2apwcUcNizC3m6fnfMivezeRaIvk9wsfx2ww8mLPa3mk8yX4GS2nRXQ9w3kHmCGlvEQIYeLgoionFW9fUz86qxXbiOFkPvMMSEn58uXEvP8eFZu3UDRrFo7tWhpzh9aYmjoIrshlbMzthP2zjMhtm9iQlEWuj5tKg2TgWjcTe+uY3F1Hd3NzXsRMyjXXEHT5FdhGHi64youXs5iifZ5CWDVF17CmqkjjtkMkkdWcORdCTRCC5gvr8Lxe/wv8cYeyLbjsW2g+AuK7wMO7AAHaxN/ZiCaynnNjm7poE4/LgXVnueg6AGVR99bxiq4AUsr9QogJQoiAk1TcOR549HSKrvAfPV69KC7tGIsQ0CrGxtAmHclz7OF/+unM9/WhUK9nS5GZ6xq8ymC/CXw+pyWdLddzXYWbluVqJCwEvB0heDcoEJcQbK7IYtPcp1RawT9PqS9wL17ORXyCYdhrrNa1xFwZCIDFFYflgc34Z2/Hqg2Oi/V6TG6Jn8vNKh8D6QYdbwf7c3PjNnRLTOK7A8v52mbjtZiLuKLyUV5xXszA6GbcumQs9sCfAVi622N2adTrzmrR1cv5SUQHgTVcBeg1GKTDP0GQUcc5qnw/9HhJUJkH5TkQ1kr5wNaHdEPqTEifJ9m3CLb/fOjMFy9eznr6PgqRtYukcum3ENWWXKeTOdYY3gtoyTZjHZMnVyX4hKoCKJnrAAmWQJQAq7H8E8YtfoFIZym7CzPJqfCMF/xN1rNedE1/dMFV6Y8uSEl/dIFb+33V8bQnhLABvVEDNqSUdillwQm4VC8nCNvFFwPg168ffr17U7lzJ45du6u3ix0pfBf/ND8s60C3l76lU9PO+LkNRB9w4dYL7GYdz1+pZ1ongRSwyL6FLW+/SPnKVex/8snTdVtevJx8YjtAr3G11wU2gJtnQV7KoY+rEl19QpVFwb7VSnwNTvTs4yyH325WnrDSDWk1kgSM1rNadD2fkFIWSCmbaKnvZy1SyllSygQp5dsnsM1JJ0l0RUq5Q0o572S0fSx4FYjj4MYeDbmqSzxmg559xfv4YWvtiZpUYy53T1xOWaXSt4tmfQC61dxo0LPbYGCLjx852v+ADkHT4GYk65yQtw8CYrUHfC9ezlE6j+W5DZIyw3sAOItbced7v9DTtZjyUE+13SdychlYVkafhDiqkkKXO5UlzgeB/pTodMAaHJF6fnK2wmFQqYAGv+3ojXoSQnzIKqogIsBCcYWDnBI7DUO9fntezh58wgXDf9QhXaAzCube46Isq/Y+e+fB3vkSJBSlwv7F9belM6BqP/QUFKWq/W2J9e/rxcs5QUgSDH4Jvq6KtBMw/WGwBFCInjvD+wCwwBrFpKx/ah9blktNO9C/df4sMUZypQ80dZVCZSFB7gqS7fnERLdmd2EWMX7KP3xPYRYRPoH4GM2n4CZPPJrIWtN3LwGYkP7oAmL/1+u/RiY1RHm+fSmEaAOsAu49Upq/l1NH5BOPEz7uQXRmM8ULFlAyc2at7Yuii5E33wRlKvI76+X/gcPBlWVgtsPqpgYOBHoiy3vF9CIyJAVn4R7MTZue0nvx4uWUc8FTsPILKNeCPsrz4asRcGDz4Y+DOsW4XJCzTUXDWgJqG/lbg8HkB5XFKhujLE9lEgbGndh78eLFywnFK7z+B0rsJZQ7ywnzCcNsUOkAr6x45aD9dIZynBET0B8YgCFwFX9XOLmkHN4LDGSFj5VAQyA4cwmzhjFpxCRCfUJVAYe0xcrfxXRKs6+8eDnlDGvnyweabV6Zq4hV2U6uCAgiwOWiWK8nyRRP14p0/CW8l5nN68HBtKyws9ViZKvZRLTDyXazCQBj4EocrAQpCXW5aZvrxxSXm88X7mHp7ly+vqkzw99dQFZRJfcNaMx9A5qcxjv34uXISCkpywRrGOgMAqGDA+tlvR6v6oBDrBeejLW2dwsaDhfo9IK4PhK3E4Kbnd1ReV68HJGEHjU8XSWU7IeSTBKRvJSzlFy/SIYVbK3nQM+HKktv5f7QHriFjoXWaO4qWM/wymIEkrWmUPKydzF25nt8N/QBZqWt46tNs4n1C+H3i57A33SYgipnLuM52AbAR1v/X4VXA9AeuFtKuUwI8Q7wKPDUf75KLycEZ74SdgxBQejMarIg+9XXDtqv+V5Jsbsc/6oVDjUlnpgN4353s6FTAC8MKKBxUGO+H/Y9VoMVV6dCyjduxNqm7Sm4Ey9eTjONBsCGSep1ZaHKmKi2E9CBf+TBRR4PhXQdXD21PB/m/w8ObIE+j8Lng8BeAqM/hjZXnNBb8eLFy4nDK7weI6lFqVw19SqK7cW82PNFLky6kFWpecxPW1adfRaNkX1abJ7Bdw9+lglU6NW0/tjycDaYVTpAgTOXzwZ9RrPgZtjMWoqb0aIKBnnxcq6TtZmbY9tT5r6RrdnZrNjehL/MjxNmL+JjxwieDyxma/Eero6KYXhxBd8EWWhSbuLmHAexukwKdToMSO4PD2OFtUaKjRD0KCvj3rKN5LOWebShqMLB9qxisoqUX9/87Qe8wquXM57lL0nSZkuCk6H/uzrcLlj3obv2Tprt5GGR0GiUoMFQga2hR2QNbOQVXL2cB5Tnw4FtcPm3sG4i7F2mVY2WIHSM6XwNzH3+iM1sNAahR+IG0vU+PBbajdXmMJ7LW45F5/ksFdnLmZO2HoD0klxSi7JpGVq3ntNZQfwxrj8a0oF0KeUybfkXlPDq5TRSunw5e28ZC0DchAn4dulM0T//YN+xA1BdzOZGITRIyyXoCLHJrbdUMPGtiTS0NcSqVXDX22z49ehxMm/Bi5czg4xVyj/c5At5u2DPv2q9dEHTCyF1/tGLrodEe+irKFSWA1V+srvmeoVXL17OYLwer8fImuw1FNmLkEheWf4Kuwp28dhvG6go8TyHPhHVn9FF6kswxOkiuEbV3FUWM04kemHi8iaX0yWqi0d09eLlfGHDL/BRN4wf9eCB4PZ8Oux/vNwnCqehlIVWCwn23ewrSQcgzwA/2fyQQrDNx8GrxhEYgBC3G2NsX14OaIe/q3Y59z/8/Vjt6+BV02dc2Tmehwc3ZWOGx/s7JvCsjD7ycp6xb6l6uM7bDBu/kKT+Lcnf5tke3IJadpP1IsAnApIuqi26evFyXmAvg0/6wBeDYc13cNnXcMcSFf0Kyisva3317jWnNcqMfrWaih32Mo6qgo6ad2uO3kKqwZ99OjOtwxpwd7sR+Jus5FeoZ0CjTk+ToOiTdnsnmbRjXH9EpJSZwF4hRFXO+QXAUeTgejmZlC5ZgrTbkXY7+x57DMeBA+x76OHq7QLo3Kjjkbsbo5Gw22+jRWgLfIzerD0v5xn/vg4T+sNnA6DbXXD9n9B0mGe7o/DQxRxr0vFmCDlMcIjJFzreBJ3GwoEamRpBZ+UEnxcv5w1e4fUY6RndE3+jSrApshfxzeZvSAjxpWLf5Yj8QTzS4WmmlaXxe4A/HcvKuaGwiPsOVGAoTsTiNIEQuHWCIEsAT3bzmsx7OU/Zt0b9li7Yvw6ATj07MSahAXdEhvO/+Hhebn4jPcsqaFNeSYVeCavO8ihiEvpTKlUanCmuHbt63EaxXg2GfaoqVgvBWouZiqBG9GgUwt0/ruXl6Z6Hk9gg74DAy5lPXB/PMHfrDxJLCNVCa3gHaDSa2kpRTap6dwmtbxP4xXhFVy/nIWW5UKAVsc9YrX77BEEjlVnk0hkp7XonWIIoR8cKcxi3hfXhK/+mzGxysWaKDNI3jLAG3QjQLKD00s2okl08kbeKWGcJSMn97S7k9x1LuHb6m1S41IS7WW9EiLP2UftxoKzOujJt/fFwN/C9EGI90BZlXeDlNOJ/wQUIzV7AuW8fhb9PxhQXC4AuIIDot9+ics1afOor2FijgJylVStCbrnlVFyyFy9nHlV9jKMMsreo173HeT4jvhHQ5sr6j43p6Hkd2QpaH6b2UkwnsMXCT1crP9kqAs7aSb4zDiHEf+rnhBDzhBAdj7xnvcdGCyF++S/HHqK9G4QQp+yPQgjRVwjR/VSd7zDX8bYQorf2ep4QYpsQYp0QYoUQom2N/VKEEAvqHLtWCLFRe+0jhPheCLFBCLFRCLFQCOEnhDAJIf4VQhyzc4DXauAYmZEyg2JHcfWyW7rp13EXo9r2oHXsUGKCLLRd9QIAK32srPSxgttEyc6rub5LM1JMb7IqaxXDGw4/Xbfgxcvpp+sdkLURDFbKW13K/bNuZ0f+DoqlGqzuzFpLR10Ez1rCOKDzfN4MwsiDV46gLGcZ1n+fw7DoTToueY9+DZqw3Z7PvXn5/BEaRXlYMy5OHkZ8mzF8P0sNuqWEgckRtI0L5KYeDU/LbXvxcrS47JLUfzweAgENoGCXpNszAoNVENlZsOZdN/X5DFhCoNnVgnXvS6xhENraK7p6OU8JjIO+j8H2GdDzAVj9Lcx7GTRhVO928PQ/7/Bi84uwrvmKp0O6kGoMYL5PDM8n9oERL7B/+yyuXDObzF+fpXlQLEX2MlxCR7DbQYgtmp2Nh/FHl1uxmX1JL8kFwM9o5dKmPRgQ3xajTn8634H/TOz/ev2Q/ugCUMJoPCrS9fHjKKwFgJRyLfCfBqZeTg6Fk/9AViorJvR6HJn7Cbr2WvS2QHw6dsBdUoIzK6veY8PGjaPwl1+wp6QQMHxYvft48XJe0PdRVSArqCFEtVXRr8X71QAElO9rr3EgdCrbogqTL9wyC9JXwD9Pw1/3gcFHFdCyl6h9rEEQ3gLaXqXsBCZdp9a7ndDqMojtCO2uO5V3e9YghBCAkFIeKlShPh6nnknB/9jWUSGl3AdccizHCCH0UkrXITbfAGwEjtrb4gjtHYm+QAlwUHlfIYRBSun8j+0eNUKIEKCrlPK+GquvllKuFELcCLwGDKyxzV8IESel3CuEaF6nuXuBLCllK63tpoBDSmkXQswGLge+P5br8wqvx0iINaT6dbAlmMk7JzOZyTzc6WGW5ljwL/LnqtgL+GnvP/i43RTp9QidgwWP9iTWPxopv6TEUYK/yf8wZ/Hi5RzHFgvX/cGy/ct4fMa1ZJdnAxBnDia6YB935RewJ+cHDsREqf2lBCGQFQlYjHrsQYFk7PiTOMDkdvBuepqKTKooZ2jabrjoF1XJGrixR0O2ZBZj0ut4dUxrSu1OZmzaT98m4QT5mk7TG+DFy+HR6cEUABW5YLBCURps+gL8YiSdHxdsn+QmqivsmqLVa9BofCm0vVMJPQ2HSHQm0Om9wquX85i+j1LR8wEemPc5e1KW8lylg86V2ay3RLDUFMJUEcALWybzfFBH8nTKL9zmqmSILEdabLxw4ACZ2rh5S346rUIS2JCbyhcBzahs3penul5efap7241k7t4N3NxqIAMT2vJP6lpc0k278MTTcefHjSayHpfQ6uXMxxASXP1aZwug4IcfAYh5522Kpk7F1LAhlhYtqNi0qXo/YbXSZOkSdGYzITdcj7u8HL2f30Fte/Fy3hDVGm6eCet+gk97e4pi+YZDqRrnsOANDpowt9hUVKzQKc9WAGcZ+EV5hNfyArh+ino4BOj3OJTlKXuBke9C7k7Y+Cs0HwHGs89O7YPb51xFnUm+uz7u/5/7HiFEA+BvYBnQARgmhPg/YCjqP+BFKeVPQogo4CcgAKWL3QEMB6xCiLXAJuCJetp6FOgEWIFfpJTPHOF6UoAftfM7gVuBl4FGwGtSyo+1a/5LStlSCOEDfAW0BLYB0cBdmoBYAnwCDADuEkL0B0Zq17IYuA0Yg5rg/F4IUQ50A7oDr2v3uQK4Q0pZqV3bTyhB8lchxBgpZXvtuhsDP1Ut17ife4DbtXvZjPJqvx1wCSGuQWW23AxUAO2ARUKID4APgDBU9sxYKeVWIcRI4EnABOSihNIsIcSzQEMgEfV3cT/QVXsPM4CRUkqPn6diDDDjEP8NS4CH6qybhBJQXweu1P6PrtW2RQGpVTtKKWuYvTEZ9f93TMLrWZv/dLoY2nAo7/V/j+SQZPIq8qrXL0hfwPNLnueh+Q/RqcFA1jjC+TwrhwuN4YzPLSD220ugLA8hhFd09eJFY8KGCdWiK8CY5lfxWaUP7SrtNLU7CDf4qg1C4FfSh0c6P8T0PdPp/8tAhsVF84ktgB1GI9iLKass4t0gGxMSWuKsSrexlxH5y0V8s28kn7XZjtWkZ9QHi7n/p3Vc/+Xy03DHXrwcHUIv6P+ejsaXgLOcaksBZwXMu9/Nuo8kW3+QtLtHgABzoBJqd/4OabPUzgar8IquXrwAi/dtYc7e9ezR+/CpLZny4EakD3yJP30bcEvRFjb5xvFDQBOK9SYi3ZX8Zi5GNBnExVPGM2fv+lptbchNxaQzoBc6koPjqtdP3LqAj9ZPx2Iw0Te2Fe+vmcq9cydw1dTXWZ2161TfshcvR03IbbcR/frrGKKicOd5KqjnffcdWeNfZu+ttxH2wP0Y4+LAYMAYH4+srCT9jjuQDgdCr/eKrl68VDHnRY/oig4ueFpFrAIgQW/27GsNgeFvwYI34fNBtdsp2Q96rXhwdDuP6Fq0HyZdD1mboPXlStSd0B9+uwUm33ky7+ykoImuE4AElKFWAjBBW388NAY+lFK2QImQbYE2KMHyNU10vQr4W0pZtW2tlPJRoFxK2VZKeXXdtqSUqcATUsqOQGugjxCi9VFcT5p2ngUoUfUSlJD4XD373gnkSymTgadQgm8VvsAyKWUbKeVC4H0pZScpZUuU+DpCSvkLsBIlYrZFic1fAZdrEZxVInMVuVLK9lLKl4DCGin5NwJf1nN9jwLtpJStgdullCnAx8Bb2vtWlcIfC3SXUj4AfArcLaXsAIwDPtT2WYiKUm0HTAQernGeJKA/cCHwHTBXu/5ylEBelx6oevb1MQQlmNbkV+Bi7fVI4M8a274AHhFCLBFCvKiJ0FVsRAnvx4RXeP0P9I3rS3JwcvXy8MThNApsVL1c5K6k8qbpNHs4gycr/BhRVAjZm9i/fg63f7uKN2duQ8qD00O9eDnf6BbVDQChGVf+uWsur8e9T06jMRi6/R9XtrwJAIvewndX389FHUJ4YuETVLpUStxHQYFcHBvFVwH+fBYSwoRAG+/qivh9szYBtW817F2q1KoVn1PpcJNfpkzK9hWUn+K79eLl2PCNEiSO1FFlEWkJho4PCdxask5lESSOEIyeKuj4sMBeBNIJu6dKNnzmZvEzLorTvX2NFy/Ng+MIMithaIMpmK5+HYg7sJE/bTrGRScQP/wVbJp/6+CWQ4m59mde3TCLLXnp9bbndLtwSTefbvgbp1uFnP+4dT52l5PlmdvZlp/BvlI1OS+RZJbm19uOFy9nAkKnwzZieLWvK0IQfMft6G1a8V8pERYLDf+cQrO1a5B2O7jdlC5eQuHUqey98y7yvj+mwB8vXs5dkvrWWHDD+p+gyRBoPBAueAbaaFkSvmFw90pliTP7+drpS1XotUKQ+1bDZk0T2vkP5O6AykJY+wOU5mgz9EBRxsm6q5PJeKBu8Q0fjt//O1VKuVR73RP4UUrpklJmAfNRwtkK4EYturKVlLK4/qZqtQVwmRBiNbAGaAEk139YLaZovzeghNNiKeUBoFIIEVhn354oERIp5Uag5gywCyUYVtFPCLFMCLEBJVK2qOfcTYE9Usr/b+++w6Oq0geOf8+09N4TSoAgvXdRRLCCigXsrh0Luru6ru7a26q7ltXV9aeirooFcREVBbGAqID03kNPSEjvM5lyz++PO6TjIoRMCO/neXhy59wzN+8Fknvnvee8Z5v/9bvAqDr7P66z/Sbm34kVczRoUyOP12GOpr0ac9TroXyitfYppcIxR9x+4h9J/DrmiFIwk7Pz/PH/uUH8c/2jWtcDVmpHs64H0pv4filAfoO2D5RSuzBHLv+7wb5CoFgpdTmwmTp17f1lkTpjlieIBZYfLEfgL8fgVkr9ptGUUmrgCGXE1CZag63B3NT3Jv67bRZOXwVvr3ubhxc/TLvwdgzNHcSD+ieyVSKPrQpjwd5cvt4InRPCuHBAuwCegRCBd2PcQAYH9+Bql1mEfkfpVtZsLeHdoMtYc+VZ3FSRy7CCPcR1GEV0WApunxursuLBgzYUPouZVHo1JopIn5WD03fCvnkIfpoKEUmgrObNTPuhRL07mh87teOZ4D9yxYiuh4hKiNYjon1teTBXEST2V6SerNn/M5RnwecXGngqIfXU2vf4PLDlA+1/j8Hp/7KglIx8FSeulOBwvo51cHserMQcQbR40zf0KdsEF7xCUueR/N7lYX9lEXf2P48qTzU2y6HHJiilQGv2lOUx9IM/cV7nIWRVFABwUnQab67/hsySHE5J7UmPuPacnT7wkMcSorUIysigatly0BpraChxt9xCxQ8Lwesl95FHcGfuILhvX3yFZi1jFRRE/suv4M3OpmL+fEL69iWkT58An4UQAdb9AjiwGbKXm693+wf/JfWGU+82F96y2KDv5WZiVVnMUgNNDcryumq3Z1wD7YaYbcpi/olMgU8nQ4cREJ4Ep93b+BitX4ff2H64Kv9XB631j/6FmMYD7yilXtBav/drx1JKdcIcsTlEa12slHoH/DcWv85fSBujzvbB178lJ+c6WIdVKRWMOXJ0sL9O6aOHGUtDdf+uZgKPAPOBlVrrwib6j8dM3J4PPKCUOtQv/oPHtQAl/tG3Db0MvKC1/kIpNRp4tM6+agCttaGU8ujakYuH+jtz0vj8r8IcBfus/3td3GD/x5gJ2esaHkxrXQF8CnyqlDKAcZgJWoAgzFIKh00Sr0doYOJAQmwhVPuqGZYyjHcWZ+L0mXVYdlfsBiCrIouseB8f7XwbNzbYW1uH+d6Z6+idFkVGopQdECewz26nX94mwjq2o9JiAYsXZSvDbktk7L+nYg15me4eJyev/5C/x0TQMTiO5+NO5c5dezBCt6G0xqbBabHg9CdhwwyDMyuroHILFGwxv09iTyqzNxJ2YANpbODlK66HjPgAnrgQh0cpRdIgOLAC4nqDpxJy/M/ctQc8/upG+xfWvqeotgwfhRtg3f9p+t0uiVdxAlv7EVG/vEK/6P6sjDIHphRbzOmeX2Rt4r61t9VU3Zux7WcqPdWcltaTzpHJ7CzLbXQ4X511Naq81czY9nPN67Ed+vJ/6+YCkBwWw58GX3hszkmIZhZ2yikUfzwDZbUSOmgwha/+H3jNwUzuTLNchmtd7cArXV2NN7t2hN3eybfQZc5X2GJiEOKEpDV8cq15s9Z4JzyTDi7/DIi108FTBbFdoOeFsPHTxm8xPPXfn1WnTNpJ58L6/9aOcp2yDBK6Nc95tKy9mOUFmmpvLj8Btyil3sUcvTgK+LNSqiOQpbWeqpQKAgYC7wEepZS9iRqiYNaDrcSckp+EWXP0h2aMFWARcCmwQCnVEzhUYvNgkrHAP6p0IvBff1s5cDDRtBVIV0plaK0zMeuYLqQJWmuXUmoe8H+YdVrrUUpZgPZa6wVKqZ+By4Fw//eLPMQxy5RSu5RSk7TWn/gXKeurtV4LRGHWbAW49hDnebg2Y9bN/aHB99dKqYeAHUqp7lrrLXV2z8IcKTsPs5buwfMcCWzyJ9cdmKOaf/DviwMKDvH/45Ck1MAR2Fe+j4cWPUR0UDQjkkew6sAq3t93F96qjvicKfX6akcObuzgn0od5jDrs7i9mr27d8Dm2VB9qFHtQrRxEebPyw3l1Tgsdk5OHsM9Y4dww8h0Dli+Js8OP4aG8EmoA41mt6uARds/RYduAwVaKTz+fJLyf2p2K4XHP7rPCEtgq93OTyHD+FO+hcnJCcyJiue6ryqZ8O9F5JRKuQHRuq18waBsD0R1gfhe8P3tBjXrgh7mFbxwiyZnqaZkh5QdECco/7VmYsUOUm02EkIiuWDgxXDRGzxUUllvqZNytxNDGyzI2tBk0rUpsf4yBgkhkby3aX6dY1UxZsYDTN/y06HeKkSrULVqFQeefQ5bcjJho0dT9MH7VPx0eP9vVYi5mI9RXIxz1SrK589He37T51Eh2galzNl2APZQsDqgzyQ441FIH1WbdAUz6QpQtKPppGvT3wAc/nrKVYW1SdeQWPjocph20fGYV7ifOlO8/ar87c1lFub0+LWYIznv1VrnAqOBtUqp1ZjT6l/y938DWKeUalRDxZ8sXA1swZyGv6gZ4zzoVSBBKbUJeBJzka/SJmIpwayPuwEzcbi8zu53gNf8U/sVZr3WT/xT+g3MmqyH8oG/zzdN7LMC7/uPsxr4lz+O2cBFSqk1SqlTm3jfVcCNSqm1/vOZ4G9/1B/XSqDgV2I6HF9h/ps2orV2As/TYIEtf8mHv2ut3Q3e0gVYWOc8V1Bb4uF0//f6TdSxqDU6ePBgvWLFimY/bmsxafYkthRtaXJfsmUYucbSmtfeii44991McmQwDpuFm0d1Zvba/XSJtvBU1rWo8hxIPxWu+7Klwhei9XCVwZYvIW1QzVNarTUvL3qBqds+BquTaG1jSmEeL8RG08Hjpdyi2G+31xyie7Wbf456jt0RMXy98QPOXP0p0YbBPYnx5FmtGEoR4Qum3FINSqO0jbItjwMW7jnrJO4Y03IlB5RSK/3F2EUzacvXm9wVBj/9uelrtCMSDB94GwyqUFazFmziQLAFQ0kmRHSA3XPNfWNftRBzkox+FSegnQvBVQo9zjc/HAMbC/Zy3df/pNxjzhaLsAfXbDdlUEIXHhh+KbN3LufLncvId5Yd1reODQ5n8RXPHv05/Aat8XqjlOpG/VpynYGHtdYvBiaiw9eWrzUA20aeUlNCoB6bDVtSUr2RrTW7UlKwhocRc/XVlH46C0e3bpR9+SW6qoroSRNJeeKJFohciFamPBcyv4fOoyEqzWwzDJh+BWzzl6i0BdcvI9CIBa6eCc4iWPE27Gkqt2ehZuVVi42aBQAueQv6TGyeczkMzXGt8S+k9RRmeYG9wP1TXhvTVG3RE4K/vqrdP/q0C/Ad0K2J5OCx+v73AFFa64da4vs1J/8o3PP8yeBj9T0+Bf5Sp2buYZFSA0egYbI6LjiOQlchccFx5LqW1tt3fd8rCevZjauHdyQqxEwWXTO8I1TkwXP+kRQF21skbiFaneBI6F+7aOXKAyuZMu8mKg0P+Fdjr7bZCbb24qOstVzaLgm3v6RArNfHgwVFpIUOZZ1nMONSEjklZQSlhV7+VrSAXFvtr7dyq4s0j5dsuw1vdTxgwaIgPiIIIVorbTRIulpqy3q5G+R7YrpD6ghFQl9FQv/6idVfHjcAjfZBZQ7EnHRs4xaiVep8Ws2mx/BxzZwXWJO/s16XrjGprMrb2fCdNQYnZ5AUFsN9Qy9hWMpJ/HHBVFy+/z2yLyM6BbfPg8Nq/5992zKt9VbMlaUPfrDMxhyJJAKtwWcba3w8voICrBER9ZOuShF/221YoyKJueIKlMMBQMxll1G1ajWlM2YAUL1rV4uFLkSrEpEMA66qfb3+vzDzJqg7tyIo0nwA6DnEzLu0web+XhebC3O9NwGyGz74Meps+pOu1iAIjWuOs2hR/iTrCZtobUIoZpmBg9Omb2/BpOsszNGeY1ri+x0Df8JM4Jcci4P7yw589luTriCJ199sc+FmdpWaNxNWrPSK78UbZ73B+5ve57PMz+r1HZ9+Lvd27gKJ7cDe4GY7PBHGPw9b58Dw21ooeiFat88zP6dSe2tGIwE4fU72nXIzc3bdgLvqbzXtRTYrMyLDiS11kvD9CL76ycruyESKvWn0cHaE8Dyzo9aMqXTyWGER7/SYwotb+wFgaLj/0/V0jg9naKfYFj1PIQ7H9k9qt20RMPguRWgSbHhTk7eGmnt4awgMuBOCYxVhyY1Hs/a+UeHzaMKSFKmntEjoQrRqO0tyGyVdAfZXFPPQ8Mt4adVsytwNZz7C6+vn8fr6eViVhbjgiEMmXbvHpLG7PB+X141CsSx3O/f9+C7/PP2mZj+XY2nO/BsajUIaN+bt5vpwPBbYobXe00zHE0eofP4CfEVF5gubjfBRp5L6wgvkP/8CZXPn1usbe+ONhJ9+OsE9e6Cs1nr7QgcOIP7223Ft3EjCH//QUuEL0botfZ16SVeAyjw4+xnYNAv2LW38nuxlMO1Cczs0Dn5lJgYdT4E9/jrjvmr46AqY8gvEpDdD8CIQtNblQEBmrGitLwrE920uWusmfqCa9fhuzDrAv5nUeP2NNhVuwm2YDxyGpgzlnXPfYUXuCl5Z8wpZFVkofy1Xm7Lx1+0rYOoYePf8esfYdqCcfUVVMORGcxpBxhktfh5CtEaj249u1BYXHMfE7ucx5bQepIalkhyaXPNzttNhZ05KLu/GRPBjWCh7fRWUq60soicp1eZzpZFVLtaEBHFB+/Zsji5g/PBi+rePAszkq1r9Hrx5Jqx8p6VOU4jDUrC+dnvMi4rUkYplz2jyVlPvHj6hH8y/A77+nUHBhtod7nJN4SZNWDKMfMJK/zssWKxSZkCITlGJOCyNxx7c3PcsJp10CoOTMogJCic1rOmHcj5tkOdsVG6tzn7N8OSTODd9INr/w7q9OJubv3mZPyyYSrm79dcX9yddp2IueqL8X6f625vD5cBHzXQscRScq1fXbEdNuID2r75K8bT3KZ42DV9Bbck9a3Q0ZXPnsnvSJHLur19+0blhI978fBJ+fyftX3+N4B49Wix+IVq1dkMatyX2hIFXw7DbIDwZojoc+v1VhYdYrAuzZIEjDHpMgDj/dCavE358Ft46C7bNO/r4hRDNQka8/kbndDqHb/d8y9KcpSzJWcKffvgTP+z7oWa/3WLHbbgJtthxZK8yG7NXkFVYxoacSoqrPPz10/XYrYrpk0cwqKOs/CnEQdM2TWvUVugq4frPH6dMbaDcUwLAfSqR753ZrHdYG/UHuH9QH65Y+B55NivTIyJYFBYCaBbvX4TWiwkpe4QzenQgJdLO4PW/M6foZK+E/lfBCT4VVLQe/aco1r+pcZfB/Ds0ER01Ffsa9yveCmhz8duiTWb/oGjNL49rqg5Ax7MUQ/8qCVchDlqWux33wamZdTy7fBZzdq5gZZ65gntkUAKRjhDKDpEo7R3XAa822FKUVa99e8l+tpfsB+DMDv1xG15CbA6+3m3eFw5M7My1vcY25ykdC09hTnesK9TfflSjXv1T9S4A/no0xxHNI+bKK6hcsgTXpk2UzvwUUJTOnFnbwWoFnw+s1pqyA1UrV1G9fTvufftwbthA4av/hyUigs6fzcKelhaYExGitTF8sPmLxu35W+DdCyB3vXnzhoLYDCjKbPo4ygKDrjPrvdbldcF2f3I1rit0PQuiO8LyqWbbnD/DSWc319kIIY6CjHj9jcLsYdza91a8/mWltxVtqxnNANTcyGt3Fee0T2WDw4HhiODaV77m1vdX8fL3Zj1Xj0+zPqukxeMXojXbXLi5ZtvnjkAbFsBHtvfnmqSrXcOgvWtYEWyn2mKpV5ess9vNq1V2fjfgHOzWINK8PkaqWMKwYD34684XQn455JVXs3hnCc6Y7mZ7Yk9JuopWpfP5FkITzW2vE8r3Nu6jLFBdZ5HcrJ81ix4wWPAHM+kKULix+RfRFOJ4tj5/d5PtLp+7JukKsKcs/5BJV4C/DJ1EeqT5Q2pBEWEPadQnq6KA7SX7qfBPFbUqC91ijovE1KGGYP3K0KzDdi6wSmt9oBmOJY6SPSWF6CsuNxcAAlybN9fv4POZX+osvqW9XnZefAlZt0+hdNZnABjl5VTv2IEQws9dCaVNPDHXBuxf5U+6+h0q6QqQOhD6TKp9HZ4MKPMm8KDC7VC2H/b+AuFJZltK36MKXwjRfGTE6xH4x4p/AObo1geGP8DLq19mc9FmDJ8Di9UsQ1BpVVRi5YvwMHoXFZPh3sgOhmKxKIamxxIRbOOige0CeRpCtDr3J43iH3u/Ikjb2bv3RizxP+OIXoHPmYo1xBw9dIO9Pfsd+TXvsWnwKggzDD7Yf4Bwrc3Vq4fdAvYQhve7kp92/0zZtw+wyOqhjyuH/RFvc1XWbYDigV7P8M/xBqQNDNBZC9G0vd8ZlPjvw5MGQcdzYdnfqFdmQBv131Pur5aovZA2Cir3Q89r5RmrEHWd3qEvr62bi9vnbVh5r0aw1Y7H8OFr+ENWx9+X/5fLup1KhD2UC7sOx6d9/Gf9dyzIMuuEWJRiV+kBXD4P+yuKePPMO0gJj6VLdMoxOKtmtxezvEBT7UfrCqTMQKthuN0UvPQvACxhYaQ8+QRZt96GNy/vkO/x5ubWbNuSErHFxRGUkUHYiBHHPF4hjhvBkdDhZNi72EySHup6EtcVCn9lrZ7sFeZCXEMmQ3QH6D4etsyG756gZpGt8CQ4sMHcHnoL9DgP2g9v1tMRQhw5SbwegewKc5qNT/vom9CXGefPYHt+HhP+vQDd4TmU1YUF85frR1ERVNrtjOs4FE9eIreM6sywjlFglb96IRq6YMsPXFBgTtm83OZlad7ZWIOyUbYKqnPPIzjuF95SOdwx6GpsWd/gRROkNV4UVcpCpcWCzTAInv0H0OYIDVb8hw+tTr6PDuF3pdUk+bysDV5Nh8hM9pZ15fNNZSTEdeb+zhEBPHMhGqus/VxLfF9Fx7EW2p2qWfaMQdYC/w4L9Ra2je4CtjCIaK/oc5MCDUrqugpRz5q8nVT7zBlKMUHhFFdX1NuvAJfPQ6+4DpS7q9hbXtDEUWB9wR7WF5hPO5bs30xWZWG9/YbWRDpCcTlLsSjFY79M5/1z/9T8J3Rs3I9Z47VuuYEqf/sRU0qFAWcCtxzNcUTz0S4XXn8tV2W3E9KzJ11/XEjFokXsu7HOgnBK1cwyUsHBRE2ciDcnh8S778LRsSPKJp9thGgka7n5VRtgCwVvg4UblRXKsqH3JNjwSeP3H/T+JZg3dTb44Rnw1L9uUVlg7tM+WP4mxHeFTqOa9VSEEEdOhsEcgadPfZrT25/OEyOfICrIXKSna0IiL1/TDWU1p5IZGBj+z7pfhAZzrnceb183hGGFs+DJBHjjdHP6gRCiVq8LAdhsdGCtMwFbxCasITlY7GWkRCxB2wvwai/vFizj4DilLm43Y2J689cuk7gjOZGhHdvxQUTtdM8CZwHPxcWwOjiYJxLiuT8hjocS4qhsPw1lK8HQMG2JLKosWp+MixSdxpt/ul5iXlCsDsXQv1iIPDgOrcHgibzVMPwhC10vVsy92uDTcQb7l0ipASHqGpbSjRCbA6BR0hVqB5VvLNxLbkVtLY/EkCguyhhBbLD5oM6iah9q7K8sqncMi38RyDxnKR0jEzG0Zl95AT9lb2zOUzlmxo15+0PgZmAP5l/JHuBmf/sR01pXaq3jtNaHXp1MtChrZCSpzzxN+BljSX3uuZr28JEjSbjnntqOdUo7aZcLR0oK7f/9CiWffsqW3n3YN+UOtJbrjRD1dB9fu+1zNd6vfebiWXsX12/vdBr0u7xuR/8Xb/2kq7LWHicozOynfbJosBCtjDyaPAInp57Myakn17w+UHmAD7Z8wK6SXdgsdrw+j1l2BYVGc0F5BY5+/qk3q96rreuSux46yBQAIWqcfj/jfunJ1lILKBtJzkjcPitei4+7K7fyiiOaXLuNYlftB+GcyHg+OOUpVlXuY8tO80nxFykZXOXdBxGpRPY8j7RdH5OtvJRZ7Szx52TdhptR6dkszIzmkkFmvb1Ve4v5ZEUW5/RO5rSTElr89IWoyx6mGHxP/dGqO780KNqscZc36KwADZHpZnL2wEqDyhxz1555mtQRMupViIM6RSVxW79xvLDys//Z13Nw9gRw16AJDE7OYEvRPopc5RhakxYWi9Pn5pqep/NF5jJ2lTUuW2poA7vFSmxwBCNSu+Pyunl17RysysJt/c7F0Urri/uTrEeVaBXHh6gLLiDqggtqXldnZlLy35lmvVeLpab+a822xUJwn94AlMww770qvv8eX0EBtgS5fxKixvkvwbZ5ZrH+euUG/DduB5Vl127HnwTjX4A9P8Pa6WZbdDq4SiC5L8RnmDkFw4tWFgwDrMqHdpWhDi7SdTBpu3UubPsaBl4rZdWECCBJvDaDR5Y8wqLsRTWvNQd/lWp6ld/A9aNHQu+h5s6BvzNXGEzpD8l9AhGuEK3av24cy+y1OfRtF0Wv2Q8TuW83++x2vGjuKi7hvsR4AKzKik/7SKx2wb/60yMsgQHdB7O+ZCuTBt3JjnMH8FPWT2wt3sqdo57k5VUvk12ZjddSm4By+94ks3d/bBfOAGDyeysoqHAzc1UWax4+k1CH/IoUrUfOUs3K55seTWRxQPsxMPD35kSWpEGKsBSNsxA6ni1JVyEauqH3GQTb7NiUlTV5O/hi5/J6+23KglcbWJSlps7rY0s+wuXzcHb6QDJLcugTn87LYyazPDeTn/dvYkyHvgRZ7Ly6bg5GnQ/U+8oLCLLamXbuXaSFx/Ha2rm8sc5ciTrSEcr1vc9ouRMX4jDsmzIFz54myvkaBo5u3Uh55GFCB5pJnOhJkyh6+23Cx47FGh/fwpEK0cqFRMO1X0Dm95DcD/57Hfiqf/095bnwyiCI7WL+qTgA45+H0BjzOIWZcNn7MPMmlLuCgxWlFNpMug6dDCffCVVF8PE15iJemfPhrvXH+myFEIcgWYVm0HBazcGZZ1ZPCGU5Bqt/+IwMexF0OweG3AQDr5Mar0IcQkZiBHedaU7jNBYEsdtj5eqURFwWC3+MHcJ9XcZQXF3MUEc86765l/MrKqlWUFhdxHvdrmd3XGfeXPwYTyx5vOaD7ze7v6FTVCdoUN2j3GLBljkPynIodgQTEQwFFRDmsGK1SLJKtC6WX7lsGNWwZy6EJWpOmggh8YpxH1rRPi01XoVogs1i5Xc9xwAQZLXXS7yG2YN4auTvWJW/k1NTe/DokulkVRTg8pkrUJe6Kll99Us8v/IzzvvsCYpdtdM+L8k4maZU+zxMXf8NDw67DGudlagjHaFN9hcioH6lYoB761byX3yJhD/+gdCBA0m6988k3n2X1HgV4lDaDzX/+Lxgc/gTr/4fskHXQ2QqWB3gLIZFL0J1mbmvaAfcsQJKs+G7RyBnTe0x9/4CtmBwNy6Xw4q3Ydyz4CoFWwi4PRAcdYxPUgjxa+QK2QwyDy473cDvKnP5o+1xLAXAR//mwKQvSOp1miRdhThMt7j/SLh1Gi7LLgA2hEfxeMYEZmydgVMpbi534tQGl6elkmm3ceWSx1nmKSbTbq13nGh3FX91dOBBaxZWZwl7HOa0zsFOF4Qn8tG+b3l6xXPEpCVy9+BnGdczgyCbtVE8QgRS6a7/XTtv07ua3GWasa+a/38l6SrE/6ZU/Z+TSk81/RM7Y7NY2VKcTZfoZLIqahfYWluwi6Ef3k2V193oWD9mbWBkag8W7d/caF/PuPac8+kj5FaWMK7TIMZ26Mf4zkOa/4SEOAq+khK8eXm/2qdq2TL2XH0N6bM+JaRbN0m6CnE4vC4zWVpdp15UcCT0vwrWfgjhyXU6+0sRvDsByrMbHglK9sKQm2H1e+Zx60rsCfMegCWvQEwnGH0v9L7kWJyREOIwyeJaR8lreOvVmzwoWQVxSpWLuoPm/vPDphaMTIjjm9dnMD8vjFmlN+ItG0C/hP7c2u9WnvzlSV5c9SJ3Lv8bGy/+Nzlj/kqm3bzh/9FTaBaUB6xaM8jp5ILycoY6XQSteg9XRQh7HHY6u930q/aQ0Wsi+rZf+DbrBzSaIvcBZqxbTEZiRCBPXYgmVTUuHYlq4rNu0WYo2yMLnAhxuDYV1k6pTg6N4c4B55FTWcSU+a/x3IpZhNiCeHDYZfSON1e1c3rdTSZdAfJdZazK21GvLT0ykdfOmEJiSDQ5lcVoNHN2rSQxVEYgidbHV1GJdjVeBEiFBNdvMAwK33yzhaISog2oOACV+ea2LQQ6j4Zht8KM38H8J+Hbh+GiqWapgIMjYptKuoK5f/kb9ZOuVodZYuCGr2HjLLOteBdsmWOOqhVCBIwkXo+SzWLj2VHP0j6iPRlRGfx+wO9pH96eXF3N71OTKQ6OxtCwxZdGR3emOVXg42vgrbMgb0ugwxei1bJZLTwxoTf90uJ4cOgTvD9uGt1iu5FdUXsD8s/sb1kQHc954Rkker3cUlLGvw7kc6fiTzgAACqGSURBVKs3hLcdGbyUV8Cc8HC+jAjn7sQECkLMEUs7HQ7WBtn5e9Y87l3xDJScguENw1vZiaycVLw+41BhCREwPa5WJA2B4HjoNB46nm0ubgvgaJC/Kd2l2f21wbc3+9jykfx/FuLXXN/7DE5O7c6ZHfsz+6KHmNJ/PNVeT83+n7I3sq88nwmdh9V7X5gtiJ6x7QhusDiWs0FSdndZHn9a+BY2S/2ZFB9v/bmZz0SIo+dol0bSAw9gS0khqF9fEu66C0tkJNrpQjkcEBRU09ebk4N7XxZ7b7iBvTfehDc/P4CRC9HKxXWBUfdC2iCY9B/43edmQrQ0y9xvuGHrV2Zd18i0+u+NbAftR/z68X1uWPwy/PwS5ohZv33LmvU0hBC/nWpYn7Q5DB48WK9YsaLZj9vaPfbFBn7OLMSX+jT51dnYlJXvdu8hzqjzoTd1AOxfbW73vRwufj0wwQpxnLpp3k0szV1ar+2voSdx5cbv0MCULqfwi1HKNSfdwOTS7ZyR+yUVCrr6LOT4YqlwFDQ6ZohnEHmZkwBIjgzil/uPzUInSqmVWuvBx+TgJ6gT8XpTsEGz6kUDiw2Kt5ptjihwl9b2UVbzj+HP/0z4woIjQsoOCHG48ipLGDXjr/XaYoPDAShyVRAXHEGlx0VCaBR/HTqRx5dMJ7eqBID44AgKXOUND1mzYNdB75z9R4andjsm8bfW641S6i7gJszhXOuB67XWjYdXtjIn4rVGu93s/8tfcGXuwLN7N9rtRoWEoJ3Oev2C+vWjeu1aAOLvuIOEO6YEIlwhjl8v9YPi3fXbOpwMexeb2+FJZt3XsY+ZbZs+M9sd4eCupMmizLYg8PoX8ep4Mlw/95iE3lqvNUK0NlKQp5ms3pfPe2u+Q1mdBO28kLGDdnJgRyhh+v+AOveTRbtqt1MHtHicQhzvTk49uVHiNXjPEugyhsyqQn4yzCmjMze9zF3FVbxTXcjSkGDOqqxijyOPyclJ+LRhrvzpz0M57Svpmng97WNDeeUK+bkUrdvixwyq/c8PkodDRVbtOgwHaR8cfK4amgR2Wb9HiN8kKigMh9WG2+etaStyVRDpCGVESjdWHMjEY/jYV17AQ4s+oNCfaFVAgaucSEcIZe76CSqvNkiPSMBqsfLnIRcfs6Rra6WUSgN+D/TUWjuVUjOAy4F3AhqYaFLRzJmUzTGTNZb4eEK6dMa9dx/eBolXz86dNdsh/fq2aIxCtAkdT2mceN27GLqeBXmboXSf2fbtgxBUpxyau8IsWeCt/zNpUhDX1VzU64JXjlXkQojDJInXZmBog7t/upnQjmZNr4SKeB5Zupc4o4C3PGdxQdgmYj0HsGoPuEpq35j5rfkEKkVuUoQ4XNf1vo6oqiK2L32ZVUFB9Kmu5qKKSrJYz79DDMJ9wVRYrZxTVQwVxXQDunnMKaN3xERi4CPSgI+zsxnXwZzGY9OaN2PeI/nK/yPIIb8WReu186vapCtA6Q5w+md2KruZ9DEOzpD2D6xTVtg6Q9P9ChnxKsThCrLZmT7+Xm759t/kO2uHk1e4nSzJ2Vqvb2Gd0a0Hxx01TLoelFtVwstjJnNqu97NHnNzS16w5krgKaADsBe4P/f0/h8e5WFtQIhSygOEAvuP8njiGPCVlZH39DM1r43iYqqWLa95oqfCw9FVVWAYGOX+//9KUfLZ5wR16YI9VepJCnHYxj9vlglYP6N++86F4Kuufe1zQ1Vh/T5NJl0xa78m94UJ/wYl939CBJrUeG0G766fSYGndiEFe1AucYb5yXiAdSejnM9RkTy08Rszv4PPb2+pMIVoEyzKwiXD7mFuTAKbg4P4NCqKikHXcUtCFN+Hh1FhtdLDVc2DhcWsdzj4fXo33hs8Cd3lDLYGOQAot0K2zcakskqifD5uLSml457/suLVmwJ8dkIcmqdCs/ql+tPJnHXK6WkPxPdr/L7K/bD+DU3hJllwS4jfomdce0a3r02Q9orrwNgOTfyQAQ6rjYzoFC7OGEFUUNghj+nyebj523+zvehQC6a0Dv6k61SgI+YznY7AVH/7EdFaZwPPYSZxc4BSrfU3zRCuaGY5jz4K7jq1in11plEAluAgbPHx9d+kNeVffcWBv/+jZYIUoq2wB8NZT1IzFc8WAiPuMBOtTQlPhN6ToN2QxvtUnVriG2fCtIuaPVwhxG8nidej4PQ6ufW7W3lpzdP12jVQiJ1sHc/3vgGcb3xPZc72pg9S2bjepBDi103bNI1if/FKi8XOnJNOxhdW+wEgyl9X+bHERBYoJ88WLuWprgPpn9AfgBCsZATF8nDfW5lXGcstJeY87ZEln/PZG4+xem9xy56QEP/DrrkGc640akezHkLer5Qg1F5JvArxW2SVFzJ/77qa1xGOEHrHd2yyr9vnJbMkh81F+7ip95ko/wfoKEcog5K6cN+QS+r1v2LOc7yx7muOxVoLzeQpzBGpdYX624+IUioGmAB0AlKBMKXU1UccoWh23vx8dl12GeVzv/7Vfr6CQrwFTX+G8eTkHIvQhGjbfvwHNXMm7MFmUtXmaNxPWaAiz0yqnnQ2RKeb7dYgCE+Bc/8OoXUeiuxcAO9fAoU7Gh9LCNFiZE7tUViWs4xF2YuA2ofASkGO3cY1IRdgL+nHLMcjWJTGqLuyIIraX6yh4POCVf4phDhc7218D+3/GXIbbp785UleHP0i876+kwh3Fb8vNqeFtne72Oovbjl963R6OVK5q6Ivob1vJv7a0eSVuYgbeTcL3zifdyyZJPt8XJw9iyenZTDzgasCdn5CNLR5msbdeK2eGhY7jZKyliAw6sxQ8x5i4IQQomnf7Fldr4zALzlbaR8Rz4jU7izZv6XJ92wuymJrUTbpEQlEBYfx+plTsCoLGgi3B/PQ4g8AqPC4eGHl53SMTOTs9IEtcTq/VYff2H44zgB2aa3zAZRSnwInA+8fxTFFMyqbMwfX2nWH7qBU7Yeeg4sH120DVHDQMYxQiDbI54Hlb9a+dhbDzJvwTPyAfe89T7EnmQHhn2NRwMEFGrUB85+kOOoUsoPO5KRzRuHodx5U5kGfifCvAeZxgLzNO4moupeQyTNb/tyEEICMeD0qPeJ6EB9iPlGqWzpFGza2OIcRrSqxKH8tpLqrDQ6bDB1GmNtFO2DLly0VshBtQqg/mVp7n2+hZ1xP/hGcwUOFxUQZ5o6n8wu5vfs1Ne/bVJ2Ny/MjX2z6Pde//wFDn/qeS6cuY3bXzqwICebL8DAOhB/gDe+DtR8ohGgFkof9en2upkbCKgsMfaD29eZprXZknRCtUqQjpFGbVVm4uvvoRu2j2/Uhwm72N9DsKs9jTf4uLvr8KU6d/hdOmX4f1XUW6jpoS1FWs8fdTPb+xvbDPeZwpVSoUkoBY4HNR3E80cxChwzBEhp66JqQTY3Q1pqUf/wDW5pZN9+5bDmuzfLPKsThUxAS06jVmnEai+2PsazyKvOmDkDZoF/t4JCokp+xFW/HOfPP8NaZ8Hw3+OoefGG1dZaXlV/OnMyJx/wshBCHJonXo5AYmshXF33FRRlm7RSloKP1HK7t8CpUt2OJ0RNDmzcu9W5fVk2DTqeZ2xY7xHZu2cCFOM5lV5i18Q5+LtCGhelL8+GKj+DKT6DdYACCg6K4rd+tpClz9EWkz8f/xUSzPlRzwPkMQ9QW9u7ZSa8t3wLg0Jqubg+xVicYjT8gCxEoA/9g4bR/1rmSKOh5LUT8yuXD5wRnvsLmzx1FdpDFFYT4LfaU5TVq+3bPGgYmdeGT8//C3QMn1LSf2q4nF2WMaNR/f2URTp+bap+HGVt/arQ/PiSyeYNuPvcDVQ3aqvztR0RrvRT4L7AKWI/5OeSNIz2eaH7BPXuSMf97QocPr2kLGTaMqEsvbdzZUvsxsmjqVEIHmiO3LRER2BISjnmsQrQZlfk1o1NrGB4smz/nkvsGce7tA1CR/kRqbDqMf64mEWtR0D30B6JsuXiz1gBQsG4tW7LMyQlOI4I8b1ecQUczWUEIcbRkfvtRCrWHcnOfW1iZvQObCuI/5z1AbEg0HSL38v6SPZS4M4it2G7WWqny10KK6wqj/wIdhkFEKiR2D+xJCHGcmdx3MtM2TaPCXYVXu1EWL9NW/sJdY/vCSWeh2w1hxuK/URoezzU2O9NPfZ4Fs28nqszLw6mKUquVHu5Kng96nPURp9Kn8ACDyx3ERHWgXa/LoPfFTddVEiKAEvtbSD/XR+5S6H6louslFjqN1yz/u0F1EZTuqh0QoQ1AQXxvxZlTFeVZkDw4oOELcdy5KGME3+1dS5GznFK3mYMsdJXzS85Wzu00iD7xHYlwhLIkZzO94ztyWbdTWV+wm7X5uzCoPzLQgsLlqx2aPr7TYNpHxDPppFNa9JwOV+7p/T9MXrAGzJquHTBHq96fe3r/D4/muFrrR4BHjjpAccxYo6NJuPMOsnfvxp6cTMepb6AcDuxJiZR/+x2e7GyM8nIs0dEYRUUAOLp2JfVvTxI5fhxBGV0bL7wlhDi0yBQYdB1s+sKfgPVfP5a+Rki/y0jvmwhpX8L3j0FST7AFw3kvwtz7cFVDsNUJgBVz0IgR150fNl/HVvspONp1Iz2jHX1GtwvIqQkhTJJ4bQbzN3jYuMpc5HVWSjE3nhLNZUM6cNmQDuCaD/tXwVf31CZez33GHKrXZUwAoxbi+DW572Qm953MrO2f8+iiJ3BXtePSXsNAa/ZX5jDl+ylklmQCsK3CYOmq4RRVPI/T7WFB9g18Ex6ED0WBxUIftRMGXkuf/avMFUU7jw7syQlxCF6XJmsheKtg+0xN10sgNEFx2nPmCrZFWzQ5vxhsetfsnzIC4vuYo1zD0wIVtRDHr87Rycy9+FGKXOVc8sUz5FQWERccwaCkDLTW/Gv1bN5YNw+fNli8fwuDkjLYVXqgUdIVzPIDl3cfxRc7ljIgsTMPD78cdajp3K2EP8l6VIlWcXwqnzcPb04O3pwcKhYtIuL000mYMoWEKVPwFhRQnZnJ3psn1/RPfuhBlMNBxOjRgQtaiOPZ+S+Zf757DH7+J6Ch/5VmeY+ctTD9KijLgk2zoGQvZH4PhodgqxeftmBVRs1MwOBgg879k6gsjWbE1d2JSwsP6KkJISTx2ix8Ru0NtmE0uNkOjjQTOaP/At89Ch1PhvbDEUIcvYu6TmBcp3P429JnKC74G7lP/8h7SWlk2mpXEVqY9QMllGDYk7C7O6OU5tWYaLxKsTIkiKmRfeGCfwXwLIQ4TLr+mgoNxXZXhKVYyFttUF0Cva6VakJCNIfY4AgWXPo3vtyxnE+2/cyls/9OoasMj+Gr6VPldbMwa8OvHufybqdyQ+8zjnW4Qhw17atzkfH56u2zxcdji48n8Y9/oGja+0Sdfx62mMb1KYUQR+CMR2D47TDnHlg9DebcC6ExUFVY22f9J+B11by0qtqf10pfDFlJkzn3wj4tGbUQ4n9Quqki6Udp8ODBesWKFc1+3NbK6zN4Z/FuDK25fmQn7Fb5sCtES/hxWz5vrJ7OWpdZIu6SsgoGuVzcnxhvztJpMJjob9Yh9N/9Oee3S8FQinSPjyrLQP5sd3HO/hVw2n0w/LZjFq9SaqXWWiZ8N6MT7XpTsF6T84umwxmKqE6te7ScEG1FWXUVr66dwwebf6iXbLWgmhzdGhccTpXHjdNX+xAwxOYgLTyOElclHSITeP3MKUQ0sXhXc5HrTfM60a41RmUlhe+8gy0hgZim6rsKIY6NdTNg8SuQu/Z/djW0BaP9CGxZi2ra8n1diYl0sljfR2Z+J067shtdBiQes3DlWiPE4ZERr83AZrVw06myQJYQLanK7eXm91bgtStCOypQmk5eHw6bv65YEzmp6Lwf6OD18nxeASuDg/goIhKfZS2PeA3OdhajfnrhmCZehTha8X1UTfkAIUTLeHHVF3y4ZWHNa5uyYGjdZNIVoNBV0ajN6XWTWZIDQIGrjJ+zN3Fup0HHJmAhjpIlLIyEKVMCHYYQJ5aC7fDpZGh4bXGEg7v2unJwbIlC48rZy8FCApnOEWSELIFK6Ol5jvXlL7L2u33HNPEqhDg8kngVQhyXrBZFqMNKcVUnokv+zJOXdCC3PIsv92VC7n9r+llQnF9eQZHVwhqrl8HKwhlVTk6tqmZ6aApYKokyrGaetsd5ATsfIYQQrVO4I7hm+/Z+4+ge246s8gKeWzGrXvI12hFGibuy0fvtFmu9kbIJIZH0T+h0bIMWQghxfLEFg9UOPjekDYLR90P+ZtjwqblmjJ+2BLGpfCSh1jKqnFEk2B1ku3uzrnIcXYKXoBRUq2gAOvVLCNDJCCHqksSrEOK4FGSz8smtI1i4rYCzeyXxny3PM2PbjEb9DDTxPS7i86xv+Ck0BIuGO0pKCcJgYOGFDO68m4uzF0H6qTDmoQCciRBCiNbszgHn0y48nviQCNpFxHPh53/DaKJUV4+49izL3YavQRFmj+HjtHa92V2Wh2Fo7hp0PinhsS0VvhBCiONBdHu4bg5kr4S+l8J/r4edPzTqZsEgrXca0bvmA/Bdye/Z6jodgKqEEew3BrEs5zQ694+n7+ntWvIMhBCHIIlXIcRxKyMxgozECADyKksO2W+/zVqzHZzYhwXFLtb5OhAe1oXbNj4NQGZlDvPmTeH0UQ/RM67nMY1bCCHE8cNusXJpt1MAWJO3s8mkK8DOkhwiHaEUV1dgt9hoHxHHztIDKKDIVc6esjwA7vvpXcrcTi7tdgoWdWKtC6CU+gNwM+ZM2ala6xcDG5EQQrQi7YeYfwDKc5vuY3iIDq2dXZHcJRJX5krSg5ZTEDSCb1aeCkBJcQHz3tzAyIldiUo4djXFhRD/myRehRBtQrL3MtxFJURGrCWBCs6uqOKt6ChCrEFct3wGox0OXMCE8lX4ouLpGJpEesEdmJ/9NJOTE8gv28AH39zEwssWYrfYA3xGQgghWpv0qKRD7tNAubuKcFswBgZ5VaUMTe7K5qIsMov31/TzGD4eXfIRNouViSeNbIGoWwelVG/MpOtQwA18rZT6UmudGdjIhBCiFYpJh/wtVBshlPkS2V/di77hc1BBkbBpNgRFYBia9JJ3CE4bzabqa9m/LpS6NWJ3rS2grMDF5Q8NDdhpCCHgxHrMLoRos07v2hmLEYPLXs0+u51+1W4m7BrJPEcPelYUM67oABcXHaDIcOEt30fn3K+weF2A5rPe55BvM59DGdUVUFUU2JMRQgjRKkU6QugR23jq5iUZI8hzluLVBhVeF1VeNxUeF8tyt1PuduL0eegYkUiw1VHznrX5u1sw8t9u1i8Hrpz1y4Hds345YPi/XnmUh+wBLNVaV2mtvcBC4OKjj1QIIdqgnhMACLI4ibPtY5PrLLKsY82ErPZAdTkWTwXhviwyqt6nNLcUn0ejFMS3D6s5TFmhE5/XOMQ3EUK0BEm8CiHahJO7xHPZ8Lia13+J6MXHtr6UpY0Hix2sDmZEhDO2fRrj2qWSa60d0TrLXrvoyZ2Fhdi3zWvR2IUQQhwfLMrC86fdYC7IWIfX8NEtJq1Re11RQaG4fO6a12vzdh6TGJuDP8k6FeiIOTWkIzD1KJOvG4BTlVJxSqlQYBzQ/qiDFUKItqj/ldB5NAAWZXBRzAO0t/wC3ccDCqxBNV0NbcWja19XlXpqtj0uH7k7S1sqaiFEEyTxKoRoM+4eMoXLu12OwkJlWB6O1He5b5eLjZPnwV/2sjB9MFopCm1WliZ2YWe3s3ig31m0i+2GFUVXt5sJHiu0Hx7oUxFCCNFKdY5O4R+jrqd9RHxN2+ydy7mpz5ksvuJZnht1fb3+53UaTPeYdqSGx5IWVvuA8LT2fVos5iPwFBDaoC3U335EtNabgb8D3wBfA2sA36+9RwghTmgXvAK9zIkBwdZK8FRCwXaY/APct4vqoDQALMpH545OUjKiSOkSTUpGVM0hwmIcxKWGByJ6IYSf1HgVQrQJLo+P7zaUcV67W/kicy5VvlI0mg3G81wxT/FWn99zSYXBBp+PYouFBx0ukiwuDpTthrItfDBuOt1sUQQFh0NIdKBPRwghRCu16sAOrMrC+E5DeG3dXAAMNH/+8R36xqdzc5+z6vVfsG89ld5qthRnMemkkdzRfzwew0e7OonbVqjDb2w/LFrrt4C3AJRSTwFZR3M8IYRos6qKYNePMOwW2PQ5aP9zqg3/xdg0m6KLviez6mL68D773T3JPBCBCi7F5QSLVXHDM4PxuBUhUaHYg6y//r2EEMeUjHgVQrQJ9/53HXfPWMuk15bxj5NfI9V3Odbq7gBoNFnzH6ZP1g7OqqhCKwUWgwKXuVqoXdm55o0N9H9hA0tzZPCNEEKIpq3O28lVc57n7oVv4TG8XJQxnOA6pWvWFezm3p/eqfeeSm91zfaK3ExOm3E/L6/+sqVCPlJ7f2P7YVFKJfq/dsCs7/rh0RxPCCHarA8mwue3w/QrYdK7EJEK/jrhFqOan96Yz/qikbyT/zbflN5DtY7A5zE/xzgcGvvLPYl8dwD28l2BPAshBJJ4FUK0EbllLgDcXoMYRzvm3fAA3177LKfZ07i8rJzxFZUsMXrRz1n7ay8uJJZHram8n7WXh13TcHp8fL0xN1CnIIQQopXLqypB+1eMLnCW8fSp17Lmd/9iSv/xNX2cXjfxQRH13ndxxgisSrGr7AAAs3cuQ2tNK3Y/UNWgrcrffjRmKqU2AbOBKVrrkqM8nhBCtE1lOeZXZwmkj4Q/bYbJP5BnG8zyikvZ7+nDSfEbsVBbOzy+QwThsUG4nLC69FyozIcd3wcmfiFEDUm8CiHahKcu6s2E/qk8dF5P+raLBiC70EFG5JP0KRnIJ96xBKX15jxnIfcUFnMqYfxjxINkFW7m7ahIBgUtJTbMwYX90wJ7IkIIIVqtMzv25/Z+47goYwR3D7oQgCpPNSE2B33iOwIQExROmcdZ857reo0l31mKz59otaC4qvtolPq1pbgC66LhSR8CNwN7AO3/erO//YhprU/VWvfUWvfTWks2QAghDmXiW9D7Erj4DQiNNdvK9hPS6zSKdToDwj7FltAZA3MUbGR8ML1PT6eiyJxlscV5OsSkQ7dzA3QCQoiDpMarEKJNyEiM4KXLB9S8LnN5uGrqUhyeUk6LOZO7J19BevUWePsFri0r59rqbBZmfsub0WbxeSM+g1WXnRmo8IUQQhwHLMrC7weeX6/t2RWf8tGWHwH469CJTDxpJOfNepycymIA7MrK2vzdNf0/Pu9e+iSkt1TIR8yfZJVSAEIIEQgdTzb/HJS/FT68FIs3ir5dxpF85V9Yt8YCG7YBYLEpdqzKr+ke2bUH/GFtS0cthGiCjHgVQrRJWkOQdvJV0P38y/kX0hf+AVL6QUgMAIb2sXrtf1D+EUipnc/6tcMJIYQQTfIaRs32Cys/J7+qjHGdhtS0Td3wDWVuc9Z+VFAYnaKSWjxGIYQQxznDR7k3jg8LXmbmuoksWeAhvXccFqs5e6K8wMXO1bWJ1y4DEwMVqRCiAUm8CiHapKgQO29N7Eg7VWA2ZK8Cewjc9D2c/xJTY+N4KybaXGgLmL40jy/WbzX7ag3uhqXthBBCiMbuHXIxHSPND7jVPg87SnK4a9AF/GPUdUzsenK9vlVuJ3f98CaGNpO1Lq+7tdd6FUII0Rok9aRk5Iu4dRgAB3aXERkfwsT7BjP6qm74fHWvJQb88DTuXavNV4bG65EFhIUIFEm8CiHarEH9B8KoeyF1AJzzNPuKqpi23Ur+SZdTlNqvtqOG6oi5PLxiMt7CXfD6KHgqBX5+MWCxCyGEOD5EOEJ44bQb6Z/QmQszhnNyWg++3r2KmKBwrus1tl5fjzb4KXsTr6/5mlfXzGHAtD9ywWdPUO52HuLoQgghhCntrPH0PCWVpE6RDJ/QGQ5sJOHAJ/QaEklETFCdnoqF+y/my9e3krenjGkPLmbqH35k+4oDAYtdiBOZOhZP2QcPHqxXrFjR7McVQogjlV9ezSl/n0+118BuVcy+pTMzvp7El3YDp8X/DEpDv+pq3so9QJAGEnvC7UuaLQal1Eqt9eBmO6CQ640QotX588K3mb1zOQA39DqDPeX5fL/31+vsvXPOHxme0q3ZYpDrTfOSa40QotXJWWcOFkFDcDRZ45cw+7WtGPVGvmqgdiHHTv3iGXdb32YLQa41QhweGfEqhDghFFRUU+01p3Z6fJonviklpesnpEV3qe2kYG1wED+HBIOywuAbAhStEEKI49XWouya7a92LScqKJRb+x56Vel+Cen0ie/YEqEJIYRoK4p3YyZWAVcJ7dbfzfXX5OAIttbpVJt0tdos9BiZ2pIRCiH8bIEOQAghWkKPlEguH9KeL9buJ8hmYVFmAdsyM5mQ2JU8SyrhMZvYj7kC9bSYOMbeOh8ikwMctRBCiOPNEyOvYsr813F63RyoKuXT7UtIC4/FYbERZQ8lv7qspu9DQy/jql6jAxesEEKI41O3cZBxBuxZDBY7bJuLa9Na+kZegi/IzfrKs/B6zXF29mAL1/39FBxBkv4RIhBkxKsQ4oTxzCV92fT4OYzrkwLA+46neLDsTWYVz2Vffp+afkZqf0m6CiGEOCL9Ejvz8+V/58Nx92BV5q12dkURbsNbL+kKcE7ngYEIUQghxPHOaoOrZ8IDOZA2AI8RxMyip1mRN4bsqi60s66s6dp5QKIkXYUIIEm8CiFOOA+f35PnJvWjU3AFANGUQ8kAYuwxRGFhbKWL7NI9AY5SCCHE8axbbBrvj/sTYzv0q9eeEhqDzWIlJiicr3etClB0Qggh2oxJ7+I9+3mqdQQAVb4YBoR/hiPYgsUKzgo3znJ3gIMU4sQliVchxAknyGZl4qB2OK6YRnnXCXzQ/lGGD9tJsaeYUgyec25n0uyJFLuKAx2qEEKI49iAxM78fdR1XNVjNP0S0jk3fRA5VcV4DR/F1RU8sfRj/rPhu0CHKYQQ4ngWEk3IyGs488bedO1p4azBa1kV8Thul4Hhg73ri/j4b8sxjOZfWF0I8b/JeHMhxImr0ygiOo3iesCy4V2WF82u2VXuc5Fdnk1McEzg4hNCCHHcC7cH89DwywAodlWwYN86XD5Pzf7VeTu5PlDBCSGEaDO6Dk6i6+AkYDRhH2yB3ftr9lWWVOOp9hIUYg9cgEKcoGTEqxBCAOO7jG/U9tLixwIQiRBCiLYqJjicYSnd6rV9s2c1W4uyAhSREEKItqjb0KRGbQs/3BaASIQQkngVQggg1lnOUE/9tv3FmYEJRgghRBvWeKpnVnlhAOIQQgjRVhk+QNVvy9lREohQhDjhSeJVCCEAy+YveDNrLzeWlBLn9XFStZsnKwMdlRBCiLbE7fOwMGtjo/ZBiV0CEI0QQoi2KnPlgUbP+SLjggMTjBAnOEm8CiEEQJexqKBI/lhcyg/7spm5P5cBJbmQtyXQkQkhhGgjHFY7Yzv0a9T+2vqvAxCNEEKItqpT/wQs1vpDXkvzXVSWVAcoIiFOXJJ4FUIIgOTecMuPlFos3JicyEVpyWxSHj755BJmbZ+F1rIKqBBCiKP3yphbOL1933pt72z8nj8v/I+UHBBCCNEsOvaKY9zt9a81lSXVzHp+JTtW5wUoKiFOTJJ4FUKIg2I78VXPM1gWEkymw8F98XE8Hm7h4cUPM3P7zEBHJ4QQog1QSnFTnzMbtc/euYzbvns1ABEJIYRoi9p1iyEitn55gdJ8F1+/voGsrcUBikqIE48kXoUQog5fzwtqtvc67DXb3+75FqfXGYiQhBBCtDGDkjIIstobte+vLGJ13s4ARCSEEKKtsdostOse0+S+rb/koA2Z0SdES5DEqxBC1DG2w1giHBEAGKq2LtLi/Yt5c/2bgQpLCCFEGzOu0+BGbZUeF7d8+4qUtxFCCNEsep6S2qjWK8CWJblsXZobgIiEOPFI4lUIIepIDU/l2VHP1rxWdT77hthCAhCREEKItuipU64hOTS6UXuwzYFSjT8kCyGEEL9VcucoTr64S5P7bA5rC0cjxIlJEq9CCNHA8JThdIrIAA1aAVjIUBO4uNwKBzYGOjwhhBBtgFKKG3qfgYXaJGuUI4wx7fsyd9dKDG0EMDohhBBtRffhyYRE1Ja3URZI6hSJs8JNWYGUUhPiWLMFOgAhhGhtdpftZld5JrWfhQ1u3fsZsTv3gS0E7lwJUWmBDFEIIUQbsGDfegxqp1aUuiuZvvUnpm/9iSn9x3PngPMCGJ0QQoi2YP+OMpzlnprX2oADu8o4sKuM0EgHv3vqZKw2GZMnxLEiP11CCNFAQmgCCSEJAChvHLfneTnbu8/c6XWCqzSA0QkhhGgresd3BEDRuLRAXpVca4QQQhy9mKRQbEFmWYGGlWxclR58XplhIcSxJIlXIYRoINIRySfnf0Jy4Q18sLuAWyv21+4cdAMk9QxccEIIIdqMuwddyDU9TkdTfzGtCHsIfxx4foCiEkII0ZZEJ4Vy+YNDAGi4duPIiRk4gmUitBDHkiRehRCiCXEhcTygV9LHuo/vwkKYGxpCqcUCXc8IdGhCCCHaCKUUo9r3atTeLSaVuJDIAEQkhBCiLYpKCMXmaJz+STspJgDRCHFikUcbQghxCOmJVYyOTqPQ5p+ao+FOZwU3BzguIYQQbcfJKT0atWVXFuH2eXFY5VZdCCFE8wgKseF1u+u1FedWEZcWHqCIhDgxyIhXIYRogttr8IAruSbpCqAVvL5qRgCjEkII0dbM3b2yUVtOZTEL9q0LQDRCCCHaIleFh2qnt1H7L7MyAxCNECcWSbwKIUQTfs7MZ0nWQCw+O6pOLSSPdR+LshcFLjAhhBBtyr9WzW6yfXbmMnyGLHgihBDi6G1dlovX3fiaUlHmJn9veQAiEuLEIYlXIYRoQrfkSCKtHSjd/jBnx9+Pxf/r0lBOnlvxXICjE0II0VYMSe4KQGpYLF2ikmvav9u3lmW52wIVlhBCiDYkuVMUVpv5eab7ybXXGp/bYNmXuwIVlhAnBCkcJYQQTUiLDmH+n0aTX15Nt+QIrsrrwZ3z76SkuoTe8b0DHZ4QQog24omRV3F1j9G0j4gH4KFFHzB390oiHSGkRyYGODohhBBtQVKnSK5+YgRej4/oxFDSe8fz7X824fMYJKXLYo5CHEuSeBVCiEOIDXMQG+YAoH9if7648Av2lO2hT3yfAEcmhBCirbAoCz3i2te8/ufpN3Ft3hhSw+NIDI0KYGRCCCHakvCYoJrtLgMTSUyPpKrMLYlXIY4xSbwKIcRhigmOISY4JtBhCCGEaOP6J3YOdAhCCCHauIjYYCJigwMdhhBtntR4FUIIIYQQQgghhBBCiGYmiVchhBBCCCGEEEIIIYRoZpJ4FUIIIYQQQgghhBBCiGYmiVchhBBCCCGEEEIIIYRoZpJ4FUIIIYQQQgghhBBCiGYmiVchhBBCCCGEEEIIIYRoZpJ4FUIIIYQQQgghhBBCiGamtNbNf1Cl8oE9zX5gIYQ4vnXUWicEOoi2RK43QgjRJLneNCO51gghRJPkWiPEYTgmiVchhBBCCCGEEEIIIYQ4kUmpASGEEEIIIYQQQgghhGhmkngVQgghhBBCCCGEEEKIZiaJV9GqKaXSlVIbGrQ9qpS6Ryn1jlKqSikVUWffi0oprZSKr9N2ob+te4PjOpVSa5RSm5RSrymlLP59XyulSpRSX7bEOQohhAgsudYIIYRoCXK9EUKIE48kXsXxLhOYAOC/uRgDZDfocwXws/9rXTu01v2BvkBP4EJ/+7PANccmXCGEEMchudYIIYRoCXK9EUKINkYSr+J4Nx24zL89GlgEeA/uVEqFA6cANwKXN3UArbUXWAxk+F9/D5Qfs4iFEEIcb+RaI4QQoiXI9UYIIdoYSbyK4902IEEpFYP51Hd6g/0TgK+11tuAQqXUoIYHUEqFAmOB9cc6WCGEEMcludYIIYRoCXK9EUKINkYSr6K104fR/inmE99hwE8N+tW9YZlO/Sk5XZRSazCfJH+ltZ571NEKIYQ4Hsm1RgghREuQ640QQpxgbIEOQIj/oRCIadAWC+yq8/pjYCXwrtbaUEoBoJSKxayL1EcppQEroJVSf/a/72AdJCGEECc2udYIIYRoCXK9EUKIE4yMeBWtmta6AshRSo2BmhuOczALyh/sswd4AHi1wdsnAtO01h211ula6/aYNzWntkjwQgghjgtyrRFCCNES5HojhBAnHkm8iuPB74CH/FNn5gOPaa131O2gtX69YRvm1JtZDdpm0ngF0HqUUj8BnwBjlVJZSqmzjyZ4IYQQxwW51gghhGgJcr0RQogTiNL6UGVmhBBCCCGEEEIIIYQQQhwJGfEqhBBCCCGEEEIIIYQQzUwSr0IIIYQQQgghhBBCCNHMJPEqhBBCCCGEEEIIIYQQzUwSr0IIIYQQQgghhBBCCNHMJPEqhBBCCCGEEEIIIYQQzUwSr0IIIYQQQgghhBBCCNHMJPEqhBBCCCGEEEIIIYQQzUwSr0IIIYQQQgghhBBCCNHM/h9Gc7sggCxj7QAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pl.umap(harmony_dataset, color=[\"batch\", \"leiden\", \"celltype\"])" ] }, { "cell_type": "markdown", "id": "55652c9e", "metadata": {}, "source": [ "### Calculation metirc score using integrated datasets by ``Harmony`` \n", "In order to quantify the performance and efficacy of the integrated datasets using the powerful ``Harmony``, we can calculate the metric score. \n", "This score serves as a reliable measure of the harmonious blending and seamless integration achieved through the amalgamation process." ] }, { "cell_type": "markdown", "id": "b6ddaca3", "metadata": {}, "source": [ "- Calculate the K-nearest neighbors Batch Effects Test (K-BET) metric of the data regarding a specific sample attribute and embedding. The K-BET metric measures if cells from different samples mix well in their local neighborhood. \n", " \n", " \n", "- Should the p-value surpass the predetermined alpha threshold, it is indicative that the data batch effect has indeed been successfully eradicated. This serves as a testament to the efficacy of the applied methodologies and techniques employed in the removal process. " ] }, { "cell_type": "code", "execution_count": 20, "id": "c2ae52cf", "metadata": {}, "outputs": [], "source": [ "stat_mean, pvalue_mean, accept_rate = stereoAlign.metrics.kbet(\n", " harmony_corrected, \n", " key=\"batch\", \n", " use_rep=\"aligned_harmony\", \n", " alpha=0.05,\n", " n_neighbors=15)" ] }, { "cell_type": "code", "execution_count": 21, "id": "09f57456", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(11.041335043865018, 0.07790559676142805, 0.2792561718499519)" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stat_mean, pvalue_mean, accept_rate" ] }, { "cell_type": "markdown", "id": "82b00175", "metadata": {}, "source": [ "- Calculate the Local inverse Simpson's Index (LISI) metric of the data regarding a specific sample attribute and embedding. The LISI metric measures if cells from different samples mix well in their local neighborhood. \n", " \n", " \n", "- The larger the ``ilisi_mean`` value, the better." ] }, { "cell_type": "code", "execution_count": 22, "id": "8a77f5ea", "metadata": {}, "outputs": [], "source": [ "ilisi_mean, lower, upper = stereoAlign.metrics.lisi(\n", " harmony_corrected, \n", " key=\"batch\", \n", " use_rep=\"X_umap\", \n", " n_neighbors=15)" ] }, { "cell_type": "code", "execution_count": 23, "id": "d0db0e69", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(2.501600357575848, 2.4877128083610844, 2.5154879067906113)" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ilisi_mean, lower, upper" ] }, { "cell_type": "markdown", "id": "d1a00be5", "metadata": {}, "source": [ "- The smaller the ``clisi_mean`` value, the better." ] }, { "cell_type": "code", "execution_count": 24, "id": "707cb270", "metadata": {}, "outputs": [], "source": [ "clisi_mean, lower, upper = stereoAlign.metrics.lisi(\n", " harmony_corrected, \n", " key=\"celltype\", \n", " use_rep=\"X_umap\", \n", " n_neighbors=15)" ] }, { "cell_type": "code", "execution_count": 25, "id": "1c776752", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(1.2669337564931125, 1.2536753704133714, 1.2801921425728535)" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "clisi_mean, lower, upper" ] }, { "cell_type": "markdown", "id": "b87df144", "metadata": {}, "source": [ "- Quantify the connectivity of the subgraph per cell type label." ] }, { "cell_type": "code", "execution_count": 26, "id": "f5ef5245", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.985720075040572" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stereoAlign.metrics.graph_connectivity(harmony_corrected, label_key=\"celltype\")" ] }, { "cell_type": "markdown", "id": "b75f790a", "metadata": {}, "source": [ "- Average silhouette width (ASW) \n", "\n", " The values range from [-1, 1] with\n", "\n", " * 1 indicates distinct, compact clusters\n", " * 0 indicates overlapping clusters\n", " * -1 indicates core-periphery (non-cluster) structure\n", "\n", " By default, the score is scaled between 0 and 1 (``scale=True``)." ] }, { "cell_type": "code", "execution_count": 27, "id": "2f9de7f3", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.6264222264289856" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stereoAlign.metrics.silhouette(harmony_corrected, label_key=\"celltype\", embed=\"X_umap\")" ] }, { "cell_type": "markdown", "id": "a9afca63", "metadata": {}, "source": [ "- Modified average silhouette width (ASW) of batch\n", "\n", " This metric measures the silhouette of a given batch.\n", " It assumes that a silhouette width close to 0 represents perfect overlap of the batches, thus the absolute value of\n", " the silhouette width is used to measure how well batches are mixed." ] }, { "cell_type": "code", "execution_count": 28, "id": "9019b64b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "mean silhouette per group: silhouette_score\n", "group \n", "glomerular layer (GL) 0.726641\n", "granule cell layer (GCL) 0.937189\n", "mitral cell layer (MCL) 0.885625\n", "olfactory nerve layer (ONL) 0.907767\n", "rostral migratory stream (RMS) 0.616016\n" ] }, { "data": { "text/plain": [ "0.8146478069247627" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stereoAlign.metrics.silhouette_batch(\n", " harmony_corrected, batch_key=\"batch\", label_key=\"celltype\", embed=\"X_umap\")" ] }, { "cell_type": "code", "execution_count": null, "id": "b83de96e", "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": "3.8.12" } }, "nbformat": 4, "nbformat_minor": 5 }