{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import warnings\n",
    "warnings.simplefilter(action='ignore', category=FutureWarning)\n",
    "\n",
    "import scanpy as sc\n",
    "import scvi\n",
    "import matplotlib.pyplot as plt\n",
    "import gdown"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# totalVI"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Load the dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Downloading...\n",
      "From: https://drive.google.com/uc?id=1wA3VBUnYEW2qHPk9WijNTKjV9KriWe8y\n",
      "To: /mnt/home/icb/anastasia.litinetskaya/multigrate/example/kotliarov2020-expressions.h5ad\n",
      "137MB [00:01, 108MB/s]  \n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "'kotliarov2020-expressions.h5ad'"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gdown.download(\n",
    "    'https://drive.google.com/uc?id=1wA3VBUnYEW2qHPk9WijNTKjV9KriWe8y',\n",
    "    'kotliarov2020-expressions.h5ad'\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 52117 × 3999\n",
       "    obs: 'batch', 'cluster_level2', 'cluster_level3', 'sample', 'cell_type', 'n_genes', 'n_genes_by_counts', 'log1p_n_genes_by_counts', 'total_counts', 'log1p_total_counts', 'total_counts_mt', 'log1p_total_counts_mt', 'pct_counts_mt'\n",
       "    var: 'n_cells', 'mt', 'n_cells_by_counts', 'mean_counts', 'log1p_mean_counts', 'pct_dropout_by_counts', 'total_counts', 'log1p_total_counts', 'highly_variable', 'means', 'dispersions', 'dispersions_norm'\n",
       "    uns: 'batch_colors', 'cell_type_colors', 'cluster_level2_colors', 'cluster_level3_colors', 'neighbors', 'pca', 'sample_colors', 'umap'\n",
       "    obsm: 'X_pca', 'X_umap'\n",
       "    varm: 'PCs'\n",
       "    layers: 'count'\n",
       "    obsp: 'connectivities', 'distances'"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scrna = sc.read_h5ad('kotliarov2020-expressions.h5ad')\n",
    "scrna"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Downloading...\n",
      "From: https://drive.google.com/uc?id=112mdDX76LZRL33tBLYhfYRRXOUrLUhw-\n",
      "To: /mnt/home/icb/anastasia.litinetskaya/multigrate/example/kotliarov2020-proteins.h5ad\n",
      "143MB [00:01, 75.3MB/s] \n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "'kotliarov2020-proteins.h5ad'"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gdown.download(\n",
    "    'https://drive.google.com/uc?id=112mdDX76LZRL33tBLYhfYRRXOUrLUhw-',\n",
    "    'kotliarov2020-proteins.h5ad'\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 52117 × 87\n",
       "    obs: 'batch', 'cluster_level2', 'cluster_level3', 'sample', 'cell_type', 'n_genes'\n",
       "    var: 'n_cells'\n",
       "    uns: 'batch_colors', 'cell_type_colors', 'cluster_level2_colors', 'cluster_level3_colors', 'neighbors', 'pca', 'sample_colors', 'umap'\n",
       "    obsm: 'X_pca', 'X_umap'\n",
       "    varm: 'PCs'\n",
       "    layers: 'count'\n",
       "    obsp: 'connectivities', 'distances'"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cite = sc.read_h5ad('kotliarov2020-proteins.h5ad')\n",
    "cite"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Configure and train the model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# scvi needs one adata, so we merge rna and cite\n",
    "adata = scrna\n",
    "adata.X = scrna.layers['count']\n",
    "adata.obsm['proteins'] = cite.layers['count']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\u001b[34mINFO    \u001b[0m Using batches from adata.obs\u001b[1m[\u001b[0m\u001b[32m\"batch\"\u001b[0m\u001b[1m]\u001b[0m                                               \n",
      "\u001b[34mINFO    \u001b[0m Using labels from adata.obs\u001b[1m[\u001b[0m\u001b[32m\"cell_type\"\u001b[0m\u001b[1m]\u001b[0m                                            \n",
      "\u001b[34mINFO    \u001b[0m Using data from adata.X                                                             \n",
      "\u001b[34mINFO    \u001b[0m Computing library size prior per batch                                              \n",
      "\u001b[34mINFO    \u001b[0m Using protein expression from adata.obsm\u001b[1m[\u001b[0m\u001b[32m'proteins'\u001b[0m\u001b[1m]\u001b[0m                                \n",
      "\u001b[34mINFO    \u001b[0m Generating sequential protein names                                                 \n",
      "\u001b[34mINFO    \u001b[0m Successfully registered anndata object containing \u001b[1;34m52117\u001b[0m cells, \u001b[1;34m3999\u001b[0m genes, \u001b[1;34m2\u001b[0m        \n",
      "         batches, \u001b[1;34m10\u001b[0m labels, and \u001b[1;34m87\u001b[0m proteins. Also registered \u001b[1;34m0\u001b[0m extra categorical covariates \n",
      "         and \u001b[1;34m0\u001b[0m extra continuous covariates.                                                  \n",
      "\u001b[34mINFO    \u001b[0m Please do not further modify adata until model is trained.                          \n"
     ]
    }
   ],
   "source": [
    "scvi.data.setup_anndata(adata, batch_key='batch', labels_key='cell_type', protein_expression_obsm_key='proteins')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "vae = scvi.model.TOTALVI(\n",
    "    adata,\n",
    "    latent_distribution=\"normal\",\n",
    "    n_layers_decoder=2\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\u001b[34mINFO    \u001b[0m KL warmup phase may exceed overall training phase.If your applications rely on      \n",
      "         posterior quality, consider training for more epochs or reducing the kl warmup.     \n",
      "\u001b[34mINFO    \u001b[0m KL warmup for \u001b[1;34m39087.75\u001b[0m iterations                                                   \n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "801d3d6e514642ebaf5aa064a525f659",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\u001b[34mINFO    \u001b[0m Training is still in warming up phase. If your applications rely on the posterior   \n",
      "         quality, consider training for more epochs or reducing the kl warmup.               \n",
      "\u001b[34mINFO    \u001b[0m Training time:  \u001b[1;34m679\u001b[0m s. \u001b[35m/\u001b[0m \u001b[1;34m100\u001b[0m epochs                                                 \n"
     ]
    }
   ],
   "source": [
    "vae.train(n_epochs=100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x7f16ac5da950>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(vae.trainer.history[\"elbo_test_set\"], label=\"test\")\n",
    "plt.title(\"Negative ELBO over training epochs\")\n",
    "plt.ylim(0, 2000)\n",
    "plt.legend()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "adata.obsm[\"X_totalVI\"] = vae.get_latent_representation()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "z = sc.AnnData(adata.obsm[\"X_totalVI\"])\n",
    "z.obs = adata.obs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "z.write('../data/integrated/totalvi/kotliarov-totalvi.h5ad')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "!rm 'kotliarov2020-expressions.h5ad'\n",
    "!rm 'kotliarov2020-proteins.h5ad'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Visualize results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "x=2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 52117 × 20\n",
       "    obs: 'batch', 'cluster_level2', 'cluster_level3', 'sample', 'cell_type', 'n_genes', 'n_genes_by_counts', 'log1p_n_genes_by_counts', 'total_counts', 'log1p_total_counts', 'total_counts_mt', 'log1p_total_counts_mt', 'pct_counts_mt', '_scvi_batch', '_scvi_labels', '_scvi_local_l_mean', '_scvi_local_l_var'"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "z = sc.read('../data/integrated/totalvi/kotliarov-totalvi.h5ad')\n",
    "z"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "sc.pp.neighbors(z)\n",
    "sc.tl.umap(z)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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Vj+ytgSxcLH/aZ6mS1zcY3Qsn0aNXSWBVI+jZN1zQD/nAP7N3JzfktCAo9FH/Pb4KRIee4wnxHTC/M5kejRpHT+o/0y4/uVyb2LCRjRjUxCy0HqF2B4xoQJjXCUNrMHGWdcJc3sJN/mYezNsQ2BkAlXfBzBRomp9LVCEaVEiqGU5ZB78iA0QmRCdBpZwQ7iU6coonqGZ4qJl4aRQ6+FR6KKGAp7XvYFldybSBJpN6YyKpp9fLO1gWLSf9qD0qg9Ym7GLZRTU8Yo0fBF4YTF6uGGbQvdb7pJ8HbtDl9otDk9cPORFAPwCvAthozc1P79FeCYIgCIIgCBc1sWzvIlfJIi+fkvtzFqArG0LO3ZGvjTi+WP5kQgWPMQLE38QCuydLRxQFam8P1z1rJs7G3rQ6uoZHNgTBabia7qo4wdJW3y//9MVydWLFKFpgPcrSTfOkLWu7YJx9VjsNPfHTsywxJIw4dsfy9uFxpJk5uDnIQPzN8aRd94vaq2uMdJY28WBGALiIXiNgRh/0qgSfLIGrHq6oXZC5nqj6Jm7ROJFYBzP6raRZRwgllSyyOZQ4opzcQI3w0r6kItBMXHIBT3GdYmlnLpeOZHZxPTvDk6kRHrKb9a+aL68bHkpcbIx0OnwtG314ACnrbaWNFWu14UQm7GErqT8GYB+AcAADAMyw5ua/B2AqgHP2vJziHmydIAiCIAiCcJERM08XuaQXSpZ4oSMANhPwH6NIW1gXjKQXqbEsUueeGihVtJjhNI+iZ/wDScniGdK+JW6mJGTT8qDJ9OjIbFo6ayw9+ZMM1Xwl2TXIB7n+EO/bfanvzXQfJ7GxtHVsb1qzfjfLZmmkXhdInD4d8ReEkS7v19plyx71zW/rJ9m7YmibXoWsnGFJ2gmeGuCGrLm4rqOZB2uMyKwWERInlG5ngzxxpIUnoEHpT+0mO4vz1iK43Uobw5p5IPdB16EB5ija5pMAqJDoI/Kq1C6uU/ezTNdAUqJKUOUHpB/GpaA+KgBeJYk01N0urR+eTcvMO7X+6Zm00jyT7o6/hm7PuUXacAxAHID3AUgA1gGwi+AkCIIgCIIg/HeJ8HSRs+bmP23Py3nwcnpgdQc33pAjHUgzwCd9oV1m2ql7pP85Fp9SyKwtIejU+tMKJZnUy0Olc6FNLPAKM3HG7md9Yht5mGe/2lcNod26FFJf4+Cm4EekH1KSSLPPShqO21nU1Exqb9rL+jf8yobu28f6l/pA9Dl035xc5XtZAwI6ufGIBqlltFSoN3OnGoEufQBxB0aTDoWC0d6klnfzAD6CnJHauMUnAUQF1QbSImM82oK7eYAnknT6JKjB/Yk9gIPKRnh4BqlWnFwOKtNikE3KLR4my/2I3ZRIG80y/Fojt+iXqZP3b9aG+DZpAxtDSHdrDY868q42x3WEZ0jFWpzhI+WtYQBOfai8HQ3AAaCqh9smCIIgCIIgXIREeLr49bbm5r/ewU3vz6K7ddPp3hALOrFQ/sbogxRwlbRbDSWdXQBINzcogXDrz3Cr2w+luy+pkibQo85rpK3xZuLmxTzJcZZbh3ohBf3KBlWvY6OqX/df9+Mn2nRvOiqjCNjwVFIzbDApnu2CrjMBDSUGeA3BcAd2cHNqAPGafKA1CaSV7mH9mmSCijPM6q/jYYc9oDyMONRQ0iX7IOkLWZzfAFWioFQFOAPgh84ggfMo0gYP13lbYXJU8dC6Yp7AWmHRdSCgs4UEl0WSjjYPD6DlPFbdo/VvvUdedw0DcVuIW/JBMeSqdw6+U1qneKHrOoZeTff4H34SQL/P1JwDAN4DMKdHOyYIgiAIgiBclMRuexcxa27+/VZSPzsabbttylfznvTdEvSt8rKxA0HcAaMvEC7TSZ7uSiSNAW080B8AL/URRYtCu9vBTcZzPIHouK99pFQYzAkB5czFiKTsZAPcJnjZcS2leQAt84aQ7vDh9GxMBzfVfaDOWvyk8u1bzTyENPCglgG0KqyIx5YrQGwXN5YHkS6rAd6mEp4Q5ocCgBti0MoMxN9EwYLi0cKOsDQ+RjoTX8FjWiLRFuqH1BBBumPrWbBKCdeMxKMUsSRtIC1TnFzxciKhgkXX9afl1gKe2tyHVIT6oCMEzKNC1u/UMltaEWqZIB03HNT6tGigsol4mQ+KvJv123uFdLBmAC17dZo372MHzNsBlNjzcn7o6f792Z16OrMojrbGhr3YENTTYxEEQRAEQfhXEDNPFyFrbn6vzNwfbj2pv33OW/KHBQ/LPwxSuD/gI+W9gFM8jR/mvck76iytjke4P1Ev32ohXY4UUqdzQd+djFqSSBpd5Ty2drx0Qk6TGqI4IYpdC/cHEU9wDQsjzSywOouUmC+TDpv38cyT2bRE2a5llz6q3utKkFpya3hUazmP7X5PnV0rQ1OK1QTexC28ClGR3TzAH0k6A5NIk28P618bgxZ9H1rNdFCj0khtZBf0oTG0NZwAahOCzxQiyd/IQ2kzt3TKxN8Sgm6dBI5aHl5Rz4OafSCdFOisRqSDQYKFdzKVS1ozgrytzIJqHulJIi1B06TDrhXqxFMTpJP6DFKNSfSwi3CtcTI9NuwN9eq0J/zzXzfCk7hb98Dq3boHN/d0D//0bJaRnCCGcdrS00MRBEEQBEH4VxEzTxcha27+SwD2DyOFYw7xPn3mSDvGpJOa3ZmkPK2UJ3QNpef6u7gOlTzSlUiadaUspnsgLeP5bHjEFHrUZ4BHV8PDpWTSwDQi00X+G31vKR8YPFz2hRKXzg/OfNB5TfCZyniMr5TFOfvRSuUYT1Mm02PeMyyRZJAqiRL4q3m41pvUhBYgWftZG+swwi0dZhl2K2kkc6TtMUbu0hugGX1EaUlFTeBeniWn0zoejE408yBvBHEEABSdMMoKVG8n12tR6JAVwggFpHIeVxIIp8tIPFmd3KjGkRbNB8n1gza+Yo60fXgpi9VSaBP5SRvraoFlwzBadMU6bXjtPfIv8EHR/aiNNTFI2h7Wv/wst3Zs1z28Ppk2llo9yxUAG+15Of6e7qcgCIIgCIJwcRAzTxchu2HuS3bD3JivdS/7UkjtccI0PpqcGv+4/x7XZm1In1+0kQ17WL/WpepkczqpMcWSlpBX1Gu7bpM26GV4pXjSLGeRMuKBntSzEPqA/KPqB+Ed3CSX8WiHCwavm+sDtmjZXh33yw4EFD+s3nN0IClhJTy6Y5F6w75mhOgLmJU2sGDlMEvT7FpU5wPSTyFRaFfflj/ImEoOJtay8NMK4TWxtM0dTdotLSSYfK1NbCJQeT0PZeDc6ISee6A4ClhyJwH0GtcREOokgFLKo3x7eablMM9IPcOsXRbS1VWLUIWDhlwjbcvmkLx6onV2cJMngTT4B5LisYlo0Mp4PG3hQaGfqleoMaStYruWvSMKbccB2JJfKH4fNsdGAKdFcBIEQRAEQRD+O0R4uhjZHJ6bfLmtCrQ590s/jx0nFTT5oZQHEI/pOmlrbSh3RNwubUh4Qv6OlLJoEFDdAnlVKQBvFYthXQg4UYMon5l47NGk3dXAQ3knAlkabZRTSV1wNY/pUIjGf+VDnQ6YOi+nRwa/Lb8/BmBaEUvafqecn0rBXBmkSjdUKqG9aY1/tFQQqIcXRuLtkKHJ46UCfTqtzTjCMipPs2S1jMeqgfAabpC2B59j1koOUmOlrVo4utUguIOSSL3JD7lbg+zjnFrqeFhZCUt0R6DdOZkeNR9mGc4V2hTvca2Xs4zF+LphYkUs/nQtD+cS4eUjaLGaQustAcSvb4XFwEH1t0n55Smk4ctHlB8SQUhKqf7GZ5Jzf/kIAOx5OfaebaIgCIIgCIJwsRHL9i5S1tz8VACVAGYDeCaZ1PJZdG9sA8LOZpGSrE4eoNbzcGM46VQreVTXDdKvNUdY78F9aJVWz0Oa2nlQ1Hh6giaSRsnBDT4jUdViFuMNJd3BLhgLepGa/hrAO2HgRni6fFxvakMQeVGbV/0g/cFkJm5DIU/qziSVISpIpwdKSCDc8ho29rvRpOCyMzypY4J0PCEUnT4PFN97/lmtE6Tjsed4ou4aaYeXgGAHG3BmIj0W7+a6SBPxSNU8/JjK5TAD8ZhiiMO8m/XtHEWLQjxcQTUinCa4A5JJk84HqbGFBUoB1Be2WRvSeZl0mNawiJN2RGd5oDONJmc0DnLsCM+wLFDvOwFgCIArKNjlDLQCQC97Xs4bPdg+QRAEQRAE4SIkZp4uUnbD3Ap7Xo5qz8tZuVZ5ur0fqVz5pnYNlmsTu86yJK8fiomA61Que5+Rv4qOJI74NWxUw3P+W1rjSWvEEZbRVY5Y9xJtakUHArke/oBGHmJxQa/6IUUwAAyUc8g+DbogTkD1xOedQfaGlSO2IZx0UA7S+iMby/ewfiEebuBhpNszlpy4tDe1BwwjZwN+1MbWlvKEPd+qk9h06WDgYFoS0I/aGw6wPpIXipKA5gEeKKSeh+A4S/XquS8tgTbEmeBvKeKJ6iBaIT/in7+tClGVZ7nVbYJPOsmSG7phDK4ksT4zvN3RpN3p44rRShrjZK7KXdzsiqetdS7oB3fD6HheXhLfm1ROBPAMA5UAOAE09Gz3BEEQBEEQhIuRmHm6WNkstwL4CTaHw5qb//lS5RXtDv+CWzUQ9Wbp110VPMY6hBTpq3mUIQ6NxpvkLWcc3DzYA5kdY73cSaTJXMEj6xlkywR61ETBG03EE6NAZTUs1B1JO40aJF7OYtwFLNFziXQ6NJx0oYFZWCJtlU8za2cHAjtKeHxtjnQwpITFRoSiSznIe/M4NNGJ0lHezMO5BLWqElFaMU8yzKQ7k1Xo1J/U0W0jaNFHGbTqmY+1mZXj6Yn4CLTRSOKgLugJ5UziIJqFumkli3ApYAqBdhhAdiFP7kgmdSHRtKPSwY1xpSy2I5g4IznAndxgXsam2u+U1vHvtAnb97FMv0Rw5nJ68LrrpG3rk2ljrdWz/HsAITj/rKfP7Hk53h7toyAIgiAIgnDRkHt6AML/I5vjy78f2vNy7rDm4kEA50aSAp0Rnl4+LheMlM5OK1ITVJXKbed4wp4ilhA/W9pjOQOfHAoHS5dqwsb73j6cRmrTWhHo70Xsbjc3Oq20MXA3y/KfYwktf5N/jh5Ay/V1PNivgjKFct1abbhnqnQ0gIEGpvC6EAu63YNpcUgzD3FOpYddcWgNr+NhLJK0+ZdqU63T6QFpAC3XSZy1OSGFHeXppkh0jk9FnTeGN1uu9r/gXK4879XDFxFJujv38751jczc93JyVCHg3AfJEUcc/bsQUL9FGxQ5jsrllVqUYTA9Z0wjdUFr2ShnOY/xz5b2HrhPWpP+kTZdreJRY56UV0Sm0rrcCh57KJw4AnZrfe++lm65WiZ4IYNUn775pR9EcBIEQRAEQRB+M7Fs78/jFICpBTxl5wGWeeow733yTv+Cjpny/nUVPLYzirRfoydqZQFLqvJAV65QptWycHWZ8nLaAd6nMB4tkTu0oRWtLJiXsLiyGNLu60/KQpeo03acZfGuKHRoXii8k5k6CKjnLt+CMxrg264NMG7QhrGN2tBWB4zthSxRrUW4faU2fs8pluoGJF84cUheJnnbYA45yVOr5krbvb1JdXIRS2wdKJWRaXR/y0mefqaehx85x2I7G3hw0n5kt55gyR47j1VjSXu0TNSSzWyQ/JT8rf4nbdzXhTz53FP+O0o1Qg9cJ20PuIFubazkkXQ/y5R2sezi4bSwqRetOX257xX5AOuz/CZvbs0KbVL+CHoutZMHTIsk7QN7umGCIAiCIAjCxUUs27tY2SwLYHP8h00PrLn5dwFYA2AwANPtNP9RFzF8da20Q37A/7dZf6M/pV1GD+nWsRGelWxC3Wxpt3Gnlul8Tlle52L6Swlhzl/YqO675XVFm7VB/QfRkpYQdFMOkuHgAd2NCPVkkorEV9XrK2+Sfk3u5vrScNpFu2EKDeBOXsKT6j2QIiLgkN5hVx16QfpqwEZtsDJGOqOPQEdrGY8raUJwxGR6pK+Dm5oNUIOaESSl0nrUsdAaP+SoWNISdJqnlN7gf67he/n5KA0kKIE28kjS9em36qWX9Sflxm5ico+mp+J9XNfkgZLYxU2nkqWmfj/5Ry3cyQf0PcT6Zt0o/Zqhg7d9P++/d4nu9e0ALrd6lj8O4PUQdEkhpEsp57EvAzDa83J2/f4NFARBEARBEC42Yubp4vX2f3LuG3teTgOAA+mkpmC0dDpwhTbR6ea65v6kvNBA/K0/szEKI7LBBPexAHg9d8nrU7eyQWlLtMsOdMAc1MxDKk+wtPi9Wj9XAmlJauChvbewQR49fIFR6JBauYUNoqXR1TzSHUU7I0zwJi1Xx7cuYdPP1CAydAQtNlUjqu0E69V8hPXqHE7Paeu0keWLtJuO7+X9I7q4McbJ9aWHWYZzJ+vv1kOlJTyh/mc2VpbhRyc3avFolW6WNo7IpBVhKqTu77SJV/b3fl4zkJYmmIivqIzFHqpgcYHb2CDlEO9bXIqY5Dd8s39ZrN1wxT3S2hkPy6sGfKNNLliqTfu5nMWcmO59sReAmwDoQ9F58HZ5fXU5j91tz8s5IoKTIAiCIAiC8FuJe54uXjfDZvkBNkfX30/Y83KcFz62Ami95El5LoC65drEF7NI+eg31at1M6X9hWHodDwhr5jcwoPa9rF+x6NIh5pFy9dY4Oo1Xdpft1Cd1/KTbqHxKEv3BROnc46058oGZj7WDWPxCS3FQMEtDLQumrS/+546w/aQ/FPybtbf84j6t7ZXcF0tB1kVjK7CGh6RWotIx0meVtjCLVlVJGpqGq9ae620LVtP/N5+xB4QSrp5HQ+1XCPt2O7gpitP8N47W7k5fRw51XWf/8GlLylL7shG2Sd6+BtrecTiH9j4efGk+XRfVFbsYNm775d/vv4Z/60/LJBXxUkUX3NC817y31Tqga7IAN+QPfoHtCDizrN6lr8AoKsDprRmbqGBcBX1UN8EQRAEQRCEi5RYtvcXYM3NvwnA6Q26J64iQM1lvlc2ntbdekkHN72zm2VtP8j7FDwtf3OVAs2jQVKH+D750G6Yu7Odm17/Tpvw0yvq9Sffl976aYJ8Usr2flbGQQ7v1d13l4H4S3J9d8qlPCZxkbKk9RxLNK5ho8JulLYURZL2ahlsUgmP6/hYm/n+N8qiuCjSNqeLBZg7YIaB+FufV+edMnJ3RCh19u5FqlvD0NH+KxsS+oz8baBEmGOdOrxpK8s29KL1Qfu1Pp5HlVXtTgSYh5PCNQdYnzlb+BCUaDFn3te9l7RJGxy0mo2p6k/tujl0Z3sw6ZrWzk3XD5Ts7Zu1we/N9y+Ybc/LqbDm5k+2G+a6AMTB5ljZ070RBEEQBEEQLh5i2d5fgD0v52sAiVbS2LFZGxxwi7Txq1M8NQ0E+/bzfsv6ksr5NTwqooAly/UIWWM3zK3fq/X9cpj3o8FT6aHHA+HqG0/bHjMSX54Pyo0z6L5Zt/kfL33Kf0fBLGlnzDhy+kQcaY3MoFX7XpE/6R5IzkmJpCnrHI9dOYye882key0HWB/pPXXW9mpEdgdST8dlvrz8XHnF0Pvl1eZYNDe+oV5bmEkrf31F+fwoJezQES297jLpsHSZdGzNPpa5epa8r/UUT6290//ox8u0KSsrEFM7T9pYNUAq936uXd7RzoNMtTx8ZT9iX3ql/6WfVmnjlw6U7AMAFMz3L/gawOTK59ID7Ya552Bz7AWwr2e7IgiCIAiCIFxsxMzTX0zLwoSn3lKvSkri9TlXyIfeX6zOveMoS1+2QF45cKp0pG8li3SqkJxFPCk8iLg85Sw62AXdl9dJOyc1IiQ3CK6/2XlU5Qkt1ZNNy64KhLMzgjhoI4L6+aCvrmERYVGk7aifS/37SxUNRngjSlhC0FmeVHSWJ3aPoaet72jXbLpXWjNNz10BmbQqtA2BDQmkyb2RDetMRHNSP1rRHQhX8jptxA6JkmUv+m8a3QHzHgBXAjCOpGcOhaDzjgekn0/t5APYYvWGYysV2xwnDJvXaaPwIxtnz6H7N94rrxkWQRw5w7wf5QPoXKa8nBZN2vdO8b3W326YuxE2R2XPdkMQBEEQBEG4mIiZp7+YcNL5SjFL2A1KWjph1I2mp9kT8ndzlmuTwktZbJ0E9q6P6M5RsAY7i3I28ZDCch4X9Ys2srKTBTwaSTrWjKEFHSohCSm0PqweYV8oRPPW8wjnEdZbTqd1L9Qh0j9SKopYp45wl7EY0yZtcEMKrR98t7wudD/r17VR93hLb2L3DadFWM3G/BBKupbF0M4Nq7RLz5bwuPp5/qc+6OtbdrufKNZ0UuPogHnh6/JHMS/KS+JWKbaIVFLbdIe0/siD/vtwlPXaCaDoR23clm+1SWEzpH3PPCZ/Ny2cOC4NRndqJHEY7Hk5Xy1RXp01kp7dNcX3mmGn7qGoVeq4B3q6F4IgCIIgCMLFRYSnv5ApT37cZ5k6+YVVixd8c5z12uiAuTwUXUvMcAXPkvZUAKS+mkcWMUYmVbHw9GMsHZ0wtY+lp6YGEZd3gnzqhmHeDy3rtWEzL6dHBsnQOhknb6xlI7M/VmdW6rg/Tgfva0PJ2SGnmZXVkKh6jUgYIpWkvOW/qpRxkvGkvCKzgQcPs6A7+SRPL45FS2oYum7t0Azj+5CqeCtpdKWh5oFgdN33jnrVGZlrs99R3n1ID9/NL6o3bkqltfnfapMnlvK4TbOkvU6AuFcptqFPKN9JV9Od3WUs6q0yLXr1JeRkRCuC6mBzzACAD9WZX9hZ1CdfKYsH/qSNlY/x9Fd6uh+CIAiCIAjCxUWEp7+QzYvvLrxZ/vUjANjAhr92re+50fPVR/nr2nU/tfHATiPciSmk7qVOGD8HoSSetoQFke7MWh7usqD70m6mLxtGz/SKJc3JJrgyN6iDw7zQtf+ijlK/0L02QIFvtxEezwmW2v2jNu6MBDYwCE6eQar43Uq+UQ+v4RdtqG+NOqLMQ+Td8WhKulw6NLxQizUGEF+WGa4DO9mAJTOkfa0Py6vkL5TX5XIeE7RVG7R2uHR2mQ+6jkHez956Sv424Bp5176R0plTm9mQzF/YyKmt3DLwGE93j6BFWQ/JPz6lI2pJLGkt/Pu1n+LJly5ll71ziXR6eymPDV6sfNHac50QBEEQBEEQLkbinqe/IGtu/jUAAudJGw/3I/a3MmkFt8DZvVkbPCiT2h2d3CTtYlnh/UnFIT28QwqQop9Mj7RsZ9mwksa4JNJQlkkqUzewod0ymCkOrfJxnlo5lp6OSyDNuv1aelkSbUnXw+8FuHyWJbsqEOuLIW0he7W+rQuUVeYmHtJ+XEvTh9Iu3gZL5RBS2FnAkpOG08IgL5SOTphbi3jiGT18g99UrxmdQut9z8hfn+5HK0daPcu7tusevsQH5YZ6HpLexQN+iSCdM6/zP7d8KCkKfln5fPg83xOHv9e9mDPW9+7N9rycUmtu/vMbdU+ovWn1JgDpsDm+7ek+CIIgCIIgCBcX8ZynvxBrbn4YgEdvkLb8OogU3/25dnlnCyzTv9KmnLpP+inORLzfv6VebRxDC/pcIe3VhcA5Rk98hmd9t/tTUGvMpPawRDRLAXCnHmdWdRg5ZzHBSQnQGUXaEgKIV/eBNnPHPdLa8U6m400IkRJJA4bRwsAIODr6kErJwNxKNYv0+yGFOWFg6aS2PZR3HZrhX5w+jR7sNHNPXW9aNawXarZt1gbOukXewjzymtc8XPdzJwtoGe57f5AMtf9N/ieH1vDIx47q7xq6Wht1/16W9T2AUg102o/quIAUWp/QhJBb7Ia55bCB2vMcC4EcwGYxAnD3cCuE/0fW3PzeAJz2vJzqnh6LIAiCIAh/PWLm6S/Emps/D4A2X/olbAfLjh9NTs+JIu2GPrQ6XeJqWRBxBW1iQ1uHknPcBRlnmDX0dnkj/1Kb5htKzsoJpMVo51FegLQkksbIOhZKTNSjRhJHvRHuqFZuCTASLz2oZfiiiYNxUJJBqyQPl4mJ+NDN9dwHHXFxHbtNfUIbSc9Wv6x8WnhSSzMMlYqTdrJs74v+GwtfUT61FvGExOfVWxe/RD+7c7J89HAdIugs34sL+xL71Gelrx4fKZ/zAFgCm+Pt6556bfET0vJ5XujzP1BntAQR52WBxN1xFd0dwEGm1SHsgyulfdsArITN0dnDbfhPWXPzFQCaPS+H9fRY/qisufm3AqghYEM56OFgdPFvdYvezaRVNwzxfHiuBcHGMv0N1zyj3vbDCm1iM4BrAOwB4Lfn5TT17OgFQRAEQfgzEDNPfy0r7Ia5AUe09I8upccnPuC/v+QT5Y3gdgQV7uSD/C6mtFuIu1Ui2pkd6tArD/OM1insaEw02tCMkM4Y4vhZD9/sUNId26wF1xciKfIqske/SRtqmkwPBzTxYG8nD2zMlKpjFa7q17MR3du07DNWNGSMkM76vFC0WNIWUcz7FDws/WBNIvUhS9QcvZF42+u0iGGPq3fX2OSlxnv8D+cFEdczV9B9mRPlY72qeETMJm3496f1t32zV8t0DJfOVdSx0MAWWFJMz/W+tpk/7AwkrqBsUh45Ql8YDKA2xfON90X5S3mVNu6rs9xa/JD/bz/b83I6YbPcA5vjo55uxH9iNIBmAGd6eiB/KDbLdABlsDnO7tQ91CRx/yInCQjkoLFNPKT/y+qNk77VvTzhR+W59Zv4MDrX9/T2g7xvdBTadjYidOZl9JC5hVsGDcrtfPyY4e60UhbbmfZCYUVPX5YgCIIgCBcnMfP0F2HNzU8GsOK4fv6an7TR7LiWHrOOjyruRaom5MrfDTmtJZ2ZKe0bxwG1hMe2xpPWSB8UXQc3y/1IOa9FRHM9DwnbpWVp98urOcAMS7XLmu+Q1uu7eIDJQlySAT5tD+9/tJxF971N3mTcxzOPnmYpoQHwplwh7XO3cUvncZYeuJaNdr2ufIhgOMNf0OZ5b6X5jj0sS2cmHuUg633sZeXz8PHet0/+oCyM2MIG9R5GCxvu9D/WvFD+KiKGtIXYeVRZHGnbeID3HZhGaqbl+uc/HEScd6eQ+vJdbMDRQDjl04Y7+SjPu5fOlbaUeqAMLOPxX29gw/dGoW1kI0J/tefl1PV0T/4rVz75zuBY0nL8w5df/EvNRO14duwSm3pL3TR6cMMTiz7dC5sluoJF3XWp7613npK/3dXMg9goerq4N6nJ3qllOcZJp9l+1qd3P1JhfEWbe9QP2TCPboodQMvLPtNydu5k2a5VuuesgfCG1fGQc6d46vSzzHrgXnlNaQDx18Dm+Mqam58IIMhumOuEzSGClSAIgiAI/0ciPP3JWXPzUwHEAvAB+ECC1j2AlFnmSDvbV2mXFANwjKMnJ0yTDh47rqWMmSodiStncRKBxo6x9IBJ8glfAHcbvERHi3lC53fahAO30fXjNFB2mqfW3CptTF2qTuHjpFNEAmM6+AiI1NnCLOXhpCMzlrTJ67Rh1d3E1NXNA1g/am9SGe+fLjWWbdey+jQirGoiPZppgfNII0KznvbfVvOx7u3gEhbLkkijDHBPKw/SotAReRZJtW+rc9rX6p+pG+r98FsGaeS1dGvoJOn48I/UGTvmSZsa31TnJC7XvRT7onrTa1dKe2YNp0XBKqeXM9BjHTCHZ9DaMRdKY4HN0dhjjfmv2CzG79TxCyp51P0rtfHuVljWAzhmz8v5rKeH9m9hsxgAhMHmqHUujMiZ5X1h3Pf6FxOu9T3nKOYJX3+pvJp9q//xH+2GuV0/q6PemyXve6avZ8lzo2lB7Ge6N7/tYrpn+vuWFj0ur8j6UR37y5PK8tGnNStdxSZs+0L3OutDq35YpY55dzg99+tk32uZH8pvZ9p51M7blU0agPZf1GGXxZDWtiFSmRvAtQDCYXM09GxRBEEQBEH4IxJblf/5VQHoBPA0gA0apH3HeK/vv9fGb7KSeud4euKGONJaPM33imEHHxJ4mqe2NCHYe4hlrJkonUCBZsWvbPDZRhbqWaeO7LhV2jRQImprJq2Q9mi9A7ph4OOkU+5mHtz5hXZ5gx+KJwCecg+kYMK5fIilO0KIM6adm1vnSlvNLcycNUYqjHzIf+/SNgSFTKBHk45paTuDiGuwnUWVr9IttNax0Iox0pmlb6rXPMCBuFIe7ylCgicNtT/XImLlYO8n102jB9nz8pJLo0nHpR6u7KznIUuP8IyUh+VV4Ru0ITF7Wf8b7vYvyLjf/0BHM7e0L9cm9MvXhrW1cvP+kZ53T27Vsi+HzRJizc2/7ML9Rn8MNgvROLk5V53f9JE209YKyyEARwHoe3po/0aBAJIAwPR8c/5q/XPbQojz2HPy120AXJe+uPNDAOHjvG9NjiOtOwB8uk73ZPICeWXzSM87fRwIdL0gLxkagY7W6dK+vnu0fifqefg3TQiO2aQNvtzFdbF+6FZEkTbpqP6uU5zQSiPxXubjkuOUlnRHP2KPXaWNl5xMjvVzWgFgDmyWPj1XDkEQBEEQ/qjEzNOfnc1yXxFLUG725SY0ISSrF6leWswTMgH0M8LT5035PWU4LTq6kQ2PbteMKXfqNgRuUoeUgcAVTdqTVmmXfDSWnno6nHT6zHB3BsAbZYazM5i4glRItI6HulqZqTtLqkYDD1HreXCkH0p3Bq01F7EEdzYt9bRws7kNIUUG7um9Tht1dq68re9qbXSNC/rwSNKq5EiHHNU8IiASnUe7ETBYA6nZygafnk73D69F+GrKtVsaEaqTwErSSJ2yRJvmfEReZXlDveb9tWx08tfKy2M/VGdGRZKOXzoRMPYh+afXnvLfPu0MTyY30c0Ro+ipkUXc2hZKHMvG0YKRB1mfgb14ZUgrLNUW6l57jX/hTgBb7Xk5XT3drr88myUENkf71Cc/uvV15eOs/i+cfBg2S6LVs5xcRXcOLObxf/tF/2z+G75ZQ+bIu65+x3/19hvkLSMU+FtD0BXgg8ILeEpbGY+J+FabvOkF+cs4D9Eps6W9uY08uFcU6VhzgqV8+IF/RsyN8rbXAe3lNNSmbOWDX76EnnrkkNbbdqW8t+Yh/70DPnh50Qs9XQ5BEARBEP5YxMzTn9/ZQ1qv6BW6lxIHk3PrN+ufCC3X30BWKC8Yv5Vfkn7SxtdL4CFxaO43TDpn/0UdUbedZ9OvtKmurWxQ4M3S5jvXaGMKr/MvfCcSHSFG4ml2k4CCYh6v7dKyOmJJm9afVoVWsGjTcZZuKEdCg4W4jFvVAZ5mhDQVsBS9HXGUgPeJpW3yCHo6xQOZXy3vjL5D2hDMIMkal82M8RovlFHtMPN0Wht4u7ThihRa5wiEa1Q6qW2LJm32ah7BVJDogbQkcgsbsieCtN8lQbukkCdaj/O0skDiSr1R2lK8wH9P1AR6vCCN1BgP8944ynsvGk9PVG5jg0PqeWj6t+rEDg/RO2tYqNLNDbc9KX377c10w6KebpQAAJgKmyVgle55vl4bVgub5eFjLHXVJfREfiOC34xEe5uT6+YplHedZGltt8nr455X5204xtKii1h848/amM4H1Ac2BJPuk3OlrWmr2PizT/rv3HJES1+wXh328r2++weFoivtLnm9Z54/11XIk9s+1Gbdn0XK7tqsDi76mY0ZR8AD7pLz1/V0IQRBEARB+OMR4elPyJqbL1lz8xXYLPfO9z0c9Zx2+7O1PDyhE8bbrJ7lx+7z/+2STFKR1YQgfoRnFOxkA/jL2o2rU6SGzYSQJgcPVPqT8oSRtLCqhoeHNXMLXpM/vMRDFB5BHCc/VK/0l/MYp554ffnq0DYv0XU3IERuQojhKrozOhpt0lXybrOfS0F+UIwgZwxJpHHbSZ7WeQhZZ2t4BDPA280I2GR6RO+BEthLqu/n4nr+nP/Wkg/8M/e4uM51UMvod5j3CXtbm6Ou1Uamm+FuWc9GeHxcClqvDRvXl1Q6D+nuOTuVHpkXSTpMxSyeF/Dk9EC49pTw+PAfdDaPDv62a6Sdw5JoU8EVZN9UM5yGs7B+mSw1Oj7jM53PqbcW/8JGtruh71f7XPIX1tx8Q0/37y/N5vgONoc7iLiPfaRdqQFYHoquwtvohtYDLHPDaOmM4RhLTdM4tZjgCkwkjeH3SKsnHOR9XxkrFyS2w7xJgjZhAK04+6521ZQH5J+O3iqtj3tcvevReNpS18otg75Qp62/2m/bBuDzA6xP37nS1lfjSFtjCeJDPdBXy893fJf1woljPV0KQRAEQRD+eMRW5X9O/SfQY7EA/LOl3eGfKG89+bF2xe4WbomRoX7VyMPK97D+9fls5MGX5M8nt8HS9rH8ZvYn6vSvxtCCmtnSrn33qQ9bJ0knWsqRZH5M+V6pZpGZFjhPyQSHr5O3TSCcmwPgUQ+SfmVJrMWdRBtis1Fu5CCSgXjVNh7oSab1AaVabEEwOvsl0ebxAdzT0Qf2EUNpMatm4RV7eH9tnrQ5AQD7QRvnHSSVaQ/IPw/sSysHPeT/2+Zk0jDiLLd6TvOU1qvoTr6XZaW9qCyJPMLSq26T1rce470a7VrUhAYeOmQsPR14m7Sher02tOA4T+drlGdC53ifLa1F5IlGHjziRf+NLQNpmV/jcvskcnR6DGlf9oXy6jk7j76+lVviZsr7a/ewfiMB3A7gg55t31+YzXJTlueznYf1yqV2w9z3TzHr88e1lKAI0jkkm5R29iWV8UdYuv0MTwqeQg+7A6nvpSEofryQJ/UvZ3F0BZtoflhatUMCO32dtO3pXqSmKUOuis4lK+92cv3D7+CqNwOJKx7AmvW63NZ9Wp/Dh3mvlmYWEs0JtY8lpwt6ugSCIAiCIPxxifD0J2PNzdcDGL1E9/qXC/03D+9kxjcj5PbIWLSUvqp8ujtfGz54DD0t1fBww3XS9psc3Fi+lQ1aeYynTp8nb77djpgTJTzWvVP3oBQE160xpLnzLLNSPfFoAcQb+oZ/9mUj6dk+51jc8xzSDZmkAp0IiAxhjvYKROvreLgf0KiJ+r51MuWq8fRkSjjt0JfyWBpMus1HeYajioXrCCH959Lt6IZBK9ISfDLhZzgwaDg9423jgbpGHtJ3MC0mj0nf9U4iDe7DLIM6uEm2s8jqeDSfWM4mBo4ghcNSab1hlTZ+33Ytu7GKRTTNl38ZlMXKbk4ldfV3yevZKu2S27ZpA3+OI61XbWDDWuZL614DQQKAhGv8Cy9NIzU7p9IjUWdZYujT/tsfBRDRwy38q3Omk+oVZ3jSZ31RMT2L2sd7uRy/j/UrGSsVtNq1qKFjpZNBA1Ea74HOV8+C3y5lMW4VMi3nMdrbykexJrjNpSx2dDYp3fmGOmdWEmncPU/+NU+B+vXf5J/KM0h1fzM8zZUs8stqRI66i+ZPn+R7vUqB+oMGSh7u6QoIgiAIgvCHJZbt/cnY83K89rycD2BzuB6Sfnz/eWWpIZw4tDjSHL1IvTE1iLgPZNLKxAoeE/qSeuMqE9y6+6Sfn7hJ3pLcDnOJibuDbpS2Xm9nUb2O8/SWM8xq6E2qAjTQfRu1YaQXqh1xaOGjpcLASfRIiI/LkVGk3ZBIm2go6ajhhPknSScMFnRfOUY6GyYRjR9hGd6P1Jn+Lm4KikB7fTR1BGznA30HWcYxJzPs91OdnEQaIl/1X9tUzmMIAdGuottCZ9Hd3k5uJG6ub7LzGE8Zj6sLhDu8DUFZwXDFD6NFX5/jCeeMxKPWIfzD3XzAKwHwFYylp5Nf91+T4ofc9Zj8/fA6hAdZaYNUwuPL58i7KpJJw8YGHlJ6CT298RtdXvIk6aj/Rv9TlmG0KBPADdbcfF1P9/GvxJqb/9JzTz1wXcFzWfNf8c/p+7bywWM3+J6K2M4G3vedeonrCy2nvJVbqrdqAyuiaBtXwKobeFhHG7fU+CF1BBCfOxztyQ08hGejNOwSeioyAJ7KczzBsUS7fM08+de8j9UrVlzve2ZZGYutUKB13CBvKZ4mH1nxlTZt7VmW2HrWcNtXJw3ztxTkzVnR0/UQBEEQBOGPS4SnPyF1YcjgM8/2++ooS7U0ILStiCX5JTCTj0vDvVy+vIGFRA2n50xvyO9PWstG6z9WrzDs1frVRKElK4Pa+3XBIL2jzXb3JlUSAUE46fBLnE8iYJHFSDQTwrt03L9gtTa2Poh0x3bC5K7kMYGxpGPTaHpWKuKJ36WRurBqFtFeyK3O77UJTXdI631RtF2bLe+KpNyvxaGl+wV1XsU16vOVWaSMhPO2uDz544jjLI3rid+dLVVCBzXCC13XEu3yk7Ol3WoVj96zlQ/eFE9bdoUSh7WIJ92erw2tHUDKYgBUjaanx23TBiYOp2ej/aBdBcza5yDrs2CetMmvQD2wQFr5OYDHDcT3PYDCGh5hyPQuXb9Ey6nzQ9k9RTpCAeyz5+X4eraDfzmv3ShvDm1mQXOzSEVONGm/8RP5zT19YY+MJ80bHpF/eGcTG9qfgwRGkvYQH6dB32vjy8Npx8Me6Ly1LMJhIa7WXWzAkxvY4MoyFq2EE0fv26X8wO/lhXd/rU58rw+pfLodgQfCSedIBvrck/47Lm/gISH2vJxVX2tTXgIQACC4h+sgCIIgCMIfnNiq/E/Gmps/E0DxBHrswxDe0e9OZT29xvd86ybdY/F7WKY/CU1kAC2nFTyKRpF2fxeMCIfDcID1be5LKozNCPZ2I0Byc4PJAWNXFY8OtRBXQysLVC6XDppKeYzaj1ZqT6l3rplB9/XuT8oyvFAMB1hffy9a3VLLQmMm0uMGABoIlQh49zGWdrY/KR98jid4epFaUzhxaKd4Gs9nI1wT6bHSDNj7uqGX/VBaN2rDVrihmxZPmgOukA5GfKFdVnKWJZsMxLf9Enoq5iN1+qcrdbaXFvju/oFQGnCftDr4B22s+yc2/uePlDevpZyPPYeE+95Urxn1nfLi0J/VkT/MlveMjCHtnU4YRkzzvZIH4GgGqVpTx8NDu2CcO0/adMdX2tQOAK/b83I8PdrAv6C03DX3btI9PpNAjV+i5fw8n+bfEk1aZTf05sXq9cuaETpgrrT1VDWPnO7jkjKSnmFP+u8s+1FvK27n5jkPq/cdvowe6DWb7nEGEH/pcO+Hax6Xlz/axi1Vs6U9IY/679RPko4fCkXX7AG0bEsRT/KtVC+ZkEkrX3940ZLXe/r6BUEQBEG4eIiZpz+ZDFK183Xl41e2sUELa0n0io3qsKpNugX6QyyjJZXUGztgNp7gacfy/Neo67Whzs3aQGMZj5FMcEV3wNQRRToiMlAdlEEqaTqpMem439WflNKb5c0RRTxR6k1qLF+qU2kMmntHoC36A/+M11ROZQPxOULRlSCDq9v5YPcmbdihZh50opVbdH1pZRUDbQgmTgBoucK/uDgSHaclaJsJ56kFPKWzHUH0OEtpvl3eMCOd1lmTaKPBCVkNgyNWT7wlR1iGdZU2dt1zytcP1iGs6S5l/eQ+pMp6mPXu/4S8cvhYeip3kXpj7Dme8MED8uoCAJc+rs6vs9LGd9JJTc5ZnjRyL8t8d7ny4oqBpOSbZNJw5h3lvSIAQ37WxlTaDXNfE8Hpd2KzLACA089lRdY8l1L4gPxTeCmP3RsEj4lxMrOKRRAPVyQjvIbL6YErrqHbM37VsnsFwnk0hHRpDm6S31Y+TAAw6LiWzPuSSvMkcry4kYcmHtVSB+/V3+8ZQ890b2JDUz/Rptve1n18RoWcvI1ldy7zT0rfz/rGXinvXfaOdpXr70O6sEPl1B6riSAIgiAIFwUx8/QnY83NvwfAnV8qrxy/1f9EynPyV6n9SLmhjQcGx5Pm+jMsObgPqZQjSTsxwa2UI7Y6gTQHHmC9dVPpscAGbmpTCDcaoBEXDA49fBEt3KxVIfZUKY8zBnJnVBmPa7pHWmO186i6UNoZEwon2cMyr1Uhf7aP9YUHhvZceXki49R3jsdLYaSz2AVDohc6pxX1RjuPDKzm0S0UjE2gx1ggcccUaEk8nHZ1/8JGB+1l/TpSSG3jLdKm8BfUmz8wE++1T8jLd6SQhkqZsKOnNevU/pL9M6tnuRWAGUD2RHpsKAEP2cIGX1mon7dulu/5r1frFsolLG74Wm2kvh2BCVm0vKCExQeFU0f7cZYeOYQUDT3Meytz6db9Pshk+kubp/ds9/4axjz5ZUYNj7Se0t/2aB0Lkx9U719wjic+E4yuIQ9KPxgMxL/DAJ/SC1WXcYLqFNIQ2siD5TDiPHGA9zkygJTNq+BRRUlo7NeBQLMKqYoBrQdY34bBtHTIN9rElhl0X+oGNtQxiZ5wrtAu5RqkI2PpibEDqF2p4WGSE8aa59TbugFcC6AZQCgAiz0vp/ifx2vNzY+15+XU/d51EgRBEAThj0fMPP3JGOBdfVR/1yOtPMgcgq7YF9R5pz5QZ3Q7uNGfTmpiGLiWTBtkL2TZSPw0lHSG6OELHEPPGHygLIo4Q31coSokGgBvWCmLafZC3+DhusRdWv+QcdIp06PyinSNUGomzohGFoZN2pBGI3xLRtEzlpukLcYb6a+xGijrhNEQSJwnY0hbtIl3ByWh3rKPZZiiSWvbTGlvSC9aHVaKeHM3dOgv2aVQ4ggIIN4jM6R9NavYhIo6RGxIJXXjh9BzbIeWPXIHG4BF/rn3fqJd0buQJWz6UnklF0DJYvmzXRw80QhP/ifKm+tbuGXe9dL2qSd5quUrbWrRLfLmlf1pBang0d03ylu29CbVr0+mh9P/pqydNoPuy5gqH712unzwzp7u3Z+ezRIPm+XxHxTb+wC627n5u3Ra59qkzw0BcFUHAq/KpmXlP6ljs5ZqUwI5pRuredR+GYw5uYFI0Ab0Q/m9W9UBx3zQ9a7jYdxEXJ440my2krrkyfTosD7E/tF8OT/aSLydWdRufkW7vvIt5UPLW8qH/at4tPlx//zGPax/x6vq9WsBHAAwE0BvAJn/WXC64JLfqUKCIAiCIPzBiZmnPxFrbn4AgLuuojsGzJL29PpYm+EqZXF9X1c+tJSxGK+VNMoptE7n5hJTudKaRJvizjJrVwatNgMEAFQDvLIGCV3c0OWHogYRl8UFg6OdmwMZJMcpnlQ7jR4aUMsiPF6ik3RQvdGkpZGARHi40lbDI01m4vIlk4awg7wPYYwqg6Ti1jYeFCJD1apZmJImNailLI6k0VqucanNTyQ5138Xu1/6sbwYCf1i0N4IoLsKka4h5FxqEU/YfrW0c/gabYyzjofVtvMguokNip0l7XMb4emcJB2LP6j1DnFwU9ONytb3DrHel55iqfZAuGJnSnvCIojj232s3x3jpNML5/seGfWC8mXaam2Um4Oa75F/yYXN0dyznfsLsFmCAbx8jKXWG+G9spMbPw+A97ZE0tRgoe7Scd63vrhd2vCWEe4P00jdsrVsZOk6bdRPl9Ljg32cpi2QV4Zt5wO5jquOMdLpZD+XO/2Q2jRIybGkxaFCqmvjgSCcJxQj6chY6bTnY3VGAQEbMJ6eSLSSRlbJo4JD0NXyiHrPqVDSvXUbG3QCwKMAnrPn5VT3aH0EQRAEQbgoiJmnPxF7Xo7bnpfzdg2P/OQI711qgqf/jdKvpJzFNllJI1cht/m5riuKdMnRtCPECwNr5KFSG7d4GYiXQCMObvK5IWvtPLDZzXXBy9Qp6z5TpznqEUI5NEsIulM0LvFg0m0IQZd7oza08xv/ZFbG4wxeoo+Npu2hh1ifGBWSHIEOt554u7th6O6GQXlVu56bqZc5uPlwBq0F4SAVPDISHAFX0H2+IpaQPZwUmc3ELRfwxCaF+w85YH5yOC0a+5V2mXO8dHLrTGmvfIonH8xTlkTvZf2UQ6x3HQF7wwvd65Rg23GWvvMu/4Ldjy367Mkw0vnQ3/wPfCYTfnKcdPrKVm527WV9lSC4zt0t5394j/zLzyI4/U5sjg7YHPcOomWLe79wZvAwqbh4D+v3koW6ASCvikc9/bx68+dz5N2JRTwx5Dppx8m50tYxvWgNv0reG7+bZSlDaXGID7I3EC7aBYPnOM9YuZtl1fqheE+yVO0Yz2gMod3mTFqm+1kb0/KBdmW/97XZWKzOfTacdr17lf+FEQ0IdZ/jSalvKR95npBXPGQ3zH32PwQnm+XGgbnfvWHNzU/tsVoJgiAIgvCHJWae/qSsuflTKNgnfUm5fSI90WJBV7wJbmqljd0VLGbkpdJJpZkHtRWzOH0dwsjV0i5TBzM7goiLMFDfcm1C49V0d28ZfpxCmjqZHjV4oNMKWGJXPGk1FvBkRzqpNeugBeiIVytgVoykhfIaNqopFN3maLQRGaoaSrrM1TxS7UWr69eyMRhFzgTv0AbUD6GFaSqRytZqoxNH0sJuBapRBSHt3NIaT1scG7VhyXm6z0f9oI55Ppq0ZlbwWLJcm7TqC+XV677ULjuzTJta74XOnECaDFfQ/Zv2sP4tM6R9Ny5Sb1z5qfLGQQKeeqf/0X5vKB+5RpHTI59Tby36TPfW+qf9t6VcI22PGvDCiU96ukfCP7BZBpSxmCmptH41bI6SH5/NeWu31s+fTcsnbdYGWbJp2cG7pHVD97JMtZ6HugdKpUEFalLwNPloqZF40hp5SFM9C63wQurXl9b4o0jH4VIe95mV1C84xDKYCwatH6kwaaAJd/kf3pC/+IGHYbMMaGGB88Np19+snuXKp8obKWmktmaC781YAKX2vBwGANbc/EAAqQAKAagAUux5OSU9WC1BEARBEHqI3NMDEP49THBH9yWVnYd5b72OsYxuBASlkrqvorTWmUNIkRoAtxIC4psiHQ1+zH+PeyQthBEe4xHWi0YSBx1DC8IV6vWHwOmM5a0BJ7WUrgDqCwwjXQGtPIilkrqwj7SZNTfRzbIJsiGRNBs3siHIJmWtBNxYzBNoJOnQrKSRpZMaXzc3xnYwc6Us+T1jpROpv2pDivpKldZ7pV9oEY8PquRRnsG02NDBAxsSSGP4Pp75YymLXbmHZX0zgBaH90FV4xR6ZNA1/oXX1fDIGa/KHyfoif/Hp/x33PaRNrMNwLh2LdAGQLWShrBetDYCfny+R+sXA8qMfigagPsWKUsehs3h+q+rJ/SAgam0/mPYHF0AcJW0Z/Esuifvdt+jJ47zXluczBjXxENH3yxtqokhbc25vjsb31A+usNE3OsOsL6zvVB8H2gzPxxISrNf1G4Z8ZS83HuX/2Fzof6WGg2SJ5J0FMvQ5jNOea78XYw1N/UquwHbt7GBqNEiYgAYOHDNCm3CimxS8tLqxQ9dAwDW3Pw+AGIAjAfQBGAIgHZrbv5sAJMBDAZwFMAdAF7F+XuoGgGs/3v4EgRBEAThz0Ms2/uTsebm6y4cRjypLF8wlBT9fL/8c10xT9g1V9p6mxs6VwDxs5f8NzEPFHaaWbtvkjazAPi6vZD5aHqmsxet7Qwkbge45C7hCUGP+e8+rFEZJri5H3J7JHUggjj8c+jWaB9oTCWLaKaEdw+jxZ7dWv8QAu5ep406FI02dxFLLK7lYbUB8OBmeWNsDGk1JpMGbRA9FxuFDm8UaSNeruwPIc63w0n3jx0kyPiCevPhYHQPmOV7/owZroC9Wr8jw6TirkDi0qtcCrlNWt9nND3dt5pFRi/VvaIPg+PNE/o7m5+Uv30LgD6cdAwBcMJumMveejmv+Cp5774dLHs9bI67RHD6w9r29+AEALA5mk7y1IIv9a8fdsMAN/Rtv7CRTzzhn+8dKJW/s8nw5OP9pCpLFzf2MsBXaITvyBha8Fw3AmJXKs/TUbRAfk9+5+FbvI83jqRnt/7N/8CEZ9XbOn5mYz6PQrtuhWJbcI/3/i8fV+/+6V3tqksD4Uq+y7/gxEBa6l6tX7jQmpsf4l0Y9rdgdA3D+ZC0H8ClOL/JRAqAhQD2AHgDwO0ABgC4CcB1ACYA+M6amz/0d62gIAiCIAj/diI8/clcQfc/MST3W6MTAW/O9r0w8DDvPewo6zUUgP8XNrJmCCnK7k/L9E8r37TqoRlMxFdYjDjq5kqnjnC5FPEdRuLB2+rs2FXsUrQgmIyXTnaV8dhtG9iwqrVs1IkDLLOkhoc7PtNmdMWQtvLBUsmRILiDDdwbcIW032EiPl0qrR3WgNDuQ7zP6nZu0Xm54jvNUlzrtRELXAioSCRNLIE0Bb6o3lRSh/CYch5z6Gn1tp1ZpKyhhCXQm6XNO1+Uv/jmMfn78ffIv/xwkPXuLGIJrddK2xdTaJbRvg9a+9LKCZTzm59RvnlkkTo34gyzLrOge3IocZ4A0B/AV7BZsh08YMoq3fMDe7Qxwn/N5qj651ONPCQJQCeAmtulDZYp9HDAK7pPJQB/O6hmrN2jZW663Jdn1iDFfqLm6E/x1PJ+tCLrNf81IxtZCI2l7WH3KmsnvuS/cWo1j4rZyIYHb2DDH+xGwFAP16dn0fL+AHJ7k6oFT8nfXjmRHnXf63/oftgchQAe6u1dmtSBwMkAcgCEAxgF4B4AsQCeiEVL01xpiwfANRfOvQhgDM5vf+4EUGvNzf/2woOrBUEQBEH4ExDh6U/AmpsfZM3NDwKA93Xv7fVDHgjgbQDHBpKShJH07KFotAZNosfKU2hT6zvqnM5GHhKxl2UanTD2qmJRnQU8NWq9NsxTyaPCVqujFZvytVLNIprHkNMuhfvHpKB+6hBSfOJxeWVsf1omhZOutkYe2uYjAc9uY4NHv+C/sWkv71f7mHoX28/6elZqE77t4Gbjr2zw5DvVRxubSUgVJaz8B37p5XYec64VwXvWaaOqaniEazUbc2IDGz65lMUFjpXOrH5UWfnaJm2I9xJ66v5f2Ah9rnrXIyU83kIIzl5CTyTNlPZVAGiaIJ3YcIpZX76CHgh6TfnsxceVlWc36HMP3+V7eDKAEADvAiha6L/1+6/UyWJjiIvMZS9ufRA2x7f2vJxd17605s1f2OjOGb6XXVbP8q3D5XOvvKfOSm2Fhd7vv/9sBOk8fRP9tSkeLenT5YOvxNJm/VEtbU8k2oY8pPzYDeBoOqrNRnjOvq/N+jWIuBt1UI0Avh1GziRt1wac3MoGb0knNTFpuWteBWDjoE9Z0F0aCFcjgDFPyCvqAawGoL9R+jVmurS393JtUhAABiAd55frtQCw4Hzo+x7AbgBBv3/1BEEQBEH4dxAbRvwJWHPzM3H+N9477Xk5RbBZkn1cHqwj6rUA9ub5r81IJXWh+WxETQczzbhXWaOcY3HVRSz5q8nSkfmb2LAvNrDh3dt1D31SyaNO9yFVyTtYthZLmrVObqKLtRuX/aA8az3FUof3plWvfqHl3BCH5nQrbfxuvv/RD8fREwuaWEj/GkTYx5Njg++T1+juVR+Jt/DOJ1boF6VkeZc0ntTfoZ1kKXeFkO7XLvO9ummlsvAKAlwhgxXWIvzMAdYnNwxdm4t4onKttP3LVFI74zX12m03Sr8+0A1j9TJtyrYJ9MSky+kBSyR1PLRCvXTU9fL2bgCy1bP8OM6/YVWGkHPxV0p7YibRo1Mn+14/8L3uBbnvC6cX92R/hP8ea25+4PPy0staeZBxhTZhzNPy16Yr5f0VVs/ypQCuABC4WP5s2NvqVfUDaWlQAbeeruGReS/IX+x+S7364O10fR89fOc0QifPkPaFmeHpfke7usLLlH5zpa2F1YiMfEm9ofMh+cfESNLBtmvZ/DZ5Y/M439un5krbTPnacLcOavj98ur3f2WDZ02hh6e8qN5UcLf0y5YDvO+MA6xvqAQtFQDRIBUAyMb5jSQkAF0AXAC8OB+atgP4GcB+sR26IAiCIFz8RHj6o7BZIv5P22Zbc/MVAFfb83JW/Cffdx+AfVbP8hMArgSQb8/L8f0nP2M4gCwAe2bTXTd7obB8NrLXtXRbdAfMX8vQRt4lrU3loAV9aFXX3f6HvGdYcmoKrS9ZoVv0IoDNu7XMrd9pE+YPoOWVZjjTO2E+mafOfScc7ROXKq+m56p3soflH57+Rpv4TSMPq5xKD5UzSA0BxBvRwoJS1rAxSd/oFlk2q4OPeokus4pHV29iQ5p36x8oLGbx87/QLq89wPq+uE338O0dPHBkH6lmKoCUUhYz9FH/PXI0aWUerisfJp07G0tarr5S2veU1bM8PASdM9oR9KvdMDeBczyW7F1+bSCcd/+qf6zwXt9D92uQHl+z+IGz/7JeCf8W1tx8ggv3Fz0lf/PdTGnfnWu1ES/dKW+MtHqWX/+QtKpC5VL9LGl3cQNCey1Rp/0aQ9oiY0mLnEntDUlovLmMxXoDiM9cwmMKL5EKjp5l8bckkOaOTFrtLWUx5hIWaxonnaa7tP6HmxDWWwP0jEilcaQ1xMjdgdvYoMJb5Y0HFvuv6+UmxtN7Wb8sE1zSYf19Gwd7P87Qw7ehHUEvA7Dj/MNz+YVjFeeXip7G+TB1AkAFAAOALQA+tefluH/nkgqCIAiC8C8mwlNPs1kyABhx/o1XKWyOfbBZQub5njAlksZZX2tTygBY3lPe9V1CT7Zkeb+YZjfM7QDw/iTvq1eOJaeaFuq+mQLglQGeT/UnDfOnA/jq7xsjWHPzdXbDXD+AkQCY1bN8LM6/0Xsf55cb3Z9EGoYGw3lgjf7Z9VbP8pAfdLb2Rh4yw+aft+cqaVfhdGnf3AD4knJ8i3fNpHueCybO94+wXhNP8rRRR/R3j2Cgs0JI985ZXtukl+Uvnn1cvevETdLms9u17OYNfERXLFrGDKVF8U4EhDwhL99SyaNC8rWRJdU88tJB9NyLw0nRiwm0KcjFA76vQuToMeR0fzfkPeGkK01PtNtxfnlpFoCD+dow733+hxrseTn8Qv0WAHDD5vgQAPwLQzOU59vOwWaRALzwizbiQAmLP/zIoi8afq+WCv891tz8XgBK7Ya5+sNa+oOfa5cHf6S8w673Pdu7EwGWeNJyqJEHnxxKim7YzfrjA+Wd6BM8LT0Yzt3JpKH+JE++vpsZmtpgWZ1C63MiSfuaLFoxo5kFSW7oDNWIMJdoCS19qT2eErjKWKxMwQ9fLh0cygCDyuUKEJL0qza4wQRXbQh16saQ0zjNU82hpHPPe+qs4U0I+fgcS1g4QToedEJLdV8hHzj5tnp1tQ7+sFG0IGkHG+gEEAogGEA5zt8DZQawDMAmAPX2vJyTPVVjQRAEQRD+NUR46gk2y/X3+e7f+IHuvVAfJ68eZr33jKSFkynBL1UsIm4vy7w2ldR1+SCFfalOfX4rH7b+sO6u0hIet2o7G2h5Ul4hOWEwfaleVnCU9XJ/pX+1Zos2iJ1lidMfUFbvB/Cu1bPcA0AH4Gq7Ya6E8/dfuGBzaNbc/KsB7LHn5TRYc/MXAXjGnpfD337m1i8feunLW2Gz9H3Jf8M9S7Wph7boHot1wHgmmrSPW6ZOefkD7coPFsufxTyp3vkAgAx7Xs6PsFn6HtQyxg2XznkArLN6lut/1T3WlP7CWT9slrAdWpaxg5tfXKJNC4kk7avG0dN3Xi3t9LbywP6necqpGNKyn3KeSYCULMn+PIAtVs/yhFukDS7bovf/96VONssC2Bxv/PNpa25+BoA+9ryc1f+23gn/Y9bcfP1a3VPPBMJVXMUj56/VRp5apHwZ8q020TyD7pvi5PpCBzF7D2iZX0+Qjk9q5CH6r7XJ308hh14NJO6CYbQQG9lww1o2Ov5mutGXSJpPqZxeeoKnN8eQpsThtNj1rjqzdBAtOxmP5vGneHLINOmQ/jX/tRU58sGkRDQ7q3jE+lIexxNp09X9iN2S679j3xjpzIB4NBtWauMOPSD9NOQp9fZTc6TdbR9qV54IIV2z/ZArK3h0DQf9BcCzk+mR+O0s++eh9FzkfpYZgPMzTkEA6nF+xukwgA0ArgJgt+fl3NlTNRcEQRAE4V9DhKce8NJT9zwdT5vnWtFwMJK09kkmzUmnuVV7T52982F51bTtLPvAQ/JP3nZmzG4nQSY/lCo9c8cHEJ+RErirWbiviFs9U6Uj53xQMihYzdfa5F9iSPvV5Sz6saeV5Xdmer9Y5oMuwp6XsxIAYLOEAJgOm2PZfxiMzXL+Znabo/MfT18IWH0AvGzPy9FgswwH0GT1LHfh/LNtQl+RPx36hDr/kdul/A/H05PSTf6nKgFEbNc9PN7F9V/sYllRKbSh7+P++bteUz6uZ6BTF6k37m7mFuO7yrsTm1hw7adsxvJd+ocn+TlpUwjvAhAOm+N1a27+SgCH7Xk5r/3TeBMBDIHN8dM/19Wam28GMMuel/P1v6BNwr+DzTLlHItv36YN+HGWtIds1IYwL3RSHGn5OpNWBrVx86VBcCae5dayRh7WqcBXMZCWDs9Tb9g8iJZcG4U2nZU0bDuo9R2XJtWUDaPn0oPg1Psh+X7WRh24jB4et5Nlt9ewMMO18s7OIOI2nuDJDRmkri8Huk3oDmzmYZXhpKuwikeMNcDrq+aRFpl4tSxU67awQS+Z4L5upFSYVsRi/YNpmfIDG7+vmwcUGYkn/U11jn+utC3uW23Ctm+VRVPe0q7esJf1T/VAvxTnZ3JfAqABqCDg0RzEC6AbgMuel3N1D1ZeEARBEIR/ARGefmfW3PyQJcori4tYYsxcaWt8J4yZHPxcO7e0nGYJmZOlI23hcKYd5BmHs0lFajO3mExwMzNxm/xgaguPaI9CW6gHMqMEB9wwhIXDEXOP/8HPFilL5pbzuDojvDV9qX3ht9qksbfKm41Wz/KP5kg7JrymfHocNkcDAEx98qPHN+lzlwG4+Xn/TU1fatOOXJihioDNseXCWGV7Xo76v12EzRLg5Po7b/Q9pTvO02eMpyd8nypvHOvl/foZe16Or2Nh9KedPCDex+XBSaQpvAOBvzbykPBn/bc6PtW9pdvOBsRmEvvOTKm68i7fQ/VPyivutNLG4bA5GGwW4//1WUw2C4XNIR5AepGy5uYb75VWH/JDqrlS2qu855+Vdoz3WneLtHFMNi1t70/KEw+xjM4Snpg/X14Xcq//wUuHk7PyIFoiKUSlkbxNPcozLNGkTYojLZ5KFhWaRuu8FH5DHYtq+4GNk3qTKtNY6bS2WhvTFUXanYUsPni+tN7QDUNNCY9PbOFB3dOkQ8EOmEghS2rUE9VZxSLDo9BCLpEKAlzQMwc36Z0wqD+rY4pnKfus29Xsdo3IZ7/VJr4cTVqHvq58LBXzhFtHkjOVD6r3r93D+jtxfgkuC0eHY568+ck31GseBVBsz8up6eGyC4IgCILwLyC2Kv+dbdU9ckkxi9eG0HNhEtG0Yhbf3MBCm8t59GoKYgakWA3wJ5LmKA7GFfh0IFzyQSFtPIyFoSNET1QuEc0DaMPC0ZHRDnN7jnRwpoW4Wmp5aK8UWheqI2zCbGl3n3fVWZyC3clBggDI1tz8SGtu/k0/6mytsDkaYHO8+qU27WsAZ2BznPx7cAKA/z842SxxsFn+178Vm8PtgQ7VPLI3gPk7WPZVGd6vZABvHn9u0M82/7ykEOLMeF+bjcMsfccpliy7oQ97QvmuQwMxjKBno9sQ5LJ6lq/5RPc2ucO/oMnqWf73h/ve/H+qnTU3X7pwOO3CvWLCxWnmSZ62Wwf1+zf9c/aBkK/Sac2zu1nWijfVOXm72ICu0dLZrVOkQ71TvMuf2ciGLwomTlMGqfa18qAyH9F7DMSPRNIiGYiv4w1tzi8NPJQQSL4o2kqzaWnQAFqma2ZBAXYWKQ0ixalTpSOaF4rMgXQX01Vl0YqwOh4ibVUHubJpWeQxlh48gJQGgUghDQjlHDxgB8uubeJhbKp0tPf7/is7Z8j7uofQwuP79ffdfi3ddt8X6rScXSyrY7Dv0wN7WH8ZgBXAZw/LP1zWguDs+1/6apA9L2cbgOnW3HxTz5ZcEARBEIR/BbmnB/BXE4220L60Mm4f6+e6xf/EkZXK83fp4IuM5m1pBuql+doIRwJpDSrgifI0ejgoBN3lLm5IlokLjHBZBqcqiApQQxC8ukZucZ1gyeE50v7Adh7UFsDdeNt/1cAY2rp1kXpz6zxpkyWRNOW9vuhVH/Aq7ABgs2zF+S2fAQD2vBzt/zLsrGnexemFufld9rycowAQRro6npK/7XxEvXfp1dJONQyOlL608oiJuyYnoNlVqCUGmOFGKHUOfNk/+2QfYj9SwaONs+R9L3Zw0+w50q4dHyjvnHrSf3tbKY/32vNyPNbc/AfseY53/8Mr2yzzAKyGzeEAcD+At2Fz5P8LWyL8zux5OSusuajZi3577Xk5zJqbb7Dn5XgA5J3/igUbmxYmjF6pXXobgDgA/iXa5SsYMPwV9Tr3OHp6+UJ52aNdXB9wkmfEv6B82cvDDZoK0q6DGhZOOlQK5uSgpivl/SE+LvMWEkIPahnqWOmMMlAqT2zgloYw6o26Qj4UcEDLcF0t7bCY4fb5GfFt17L010rb6WxpVyIBWjWQoFuwoUPlUtVBre8MFwwdZ7jV/Yrui+/f9F9VD2DCs/LXpRPpsYotbNCBYyztdQAWa25+Ks7vuMfteTnOHiq3IAiCIAj/QmLZ3u/kwqyJXKa/Yf7j/vnqcFo4W+b+9P7UHkfBnHYW6e5FqwFIfiM8QRqoSQ+f6iNyw3YtO3S6dCBQBVUZJNrKzVVRpN0qQ3P7oOi3ssFuzrlhGC32+yHrT/D0LQNpySgT8Wwf4v1kv90w9xUAqReG4gQwDcD3sDm6/2mMUwGc/fvzaKy5+ekAfPa8nEprbr6M8xtQZAF4/TX5w8QyFuu6TDqsC4Q7rpMbGqsQbYpBs84Hg7MJluByFts6U9733mTf68ffU96dZYZb28IGfbdI+bIYNkfjhdfIBpBoz8tZa83N1/1v26zbLDJsjv996aDwp2XNzR8HwG3Pyzlszc1/8hn5a+tL6k1NA0jp0Vl0T7SO+Cc0cUu/SLS3NyIkcgw9nRCHFoWBahooqeTRtQ6YXSmk1trGg9rCSGfkYu0G74PSjx4Td9FmEqyXGNM8UKQI6qBW0qQr49FEz1VfO8xSEmnkGgg1waPtYlmOVFqnhqEzzIUAOZw4PHU8vN3N9fIb2pxXj/Lem/qT8ieP8V63/KCzPfqROr3wi5efW3th2/XpAH75/3eGFARBEAThoifC0+/Empvf9wl5xdU59MD31/ies5rgGfS68sGTwXDSVgRqfUmlrpEHQwJXJfB2DqILJx3hu7U+7dWI56mkSj+Ulur2aX0OjZEKxrRwi+qC7CvliWoNj2xIobUWI7zuvqQ6erU28kwQ8XSFkK62e/0PDd6oy/02njTvkgg/ByAfwGIAGwF0w+bw/T2gWHPzTQf19+qjSIcGm8Nhzc1fhvOzk04ArwBYpIcvYgbdm6KDGhVJ2r0nWao8Q9qr9CI10uX+V7etUF50N3HLwAfVB3QAvrjw/W+sUF6aPVI6WwUgGUADgHzYHJ4LtZmN8w8T/QDATQAiptN9l7+ne78WNsem37dTQo+wWaIBJMHmOPiPp+9/6umlOdKBvVUswnOJdHoQB45/qM689XZp/XEVcnI5jxk4kJY0NjCLMZU09DUSF1+hTmy5Xt4edoj19g+kpW4vlwwgRH+WJWtBpLtTgRaUSuqk0zylZSApDu9CgE8HpjvM0ruSaWOgjymeJNpo+ETLcUwlR5gHSjDlGougna5uGOgX2vR2C3F2t/CgI1vYkKMn9Hdm64g23+pZngGg1J6X44PNMg42x66eKaYgCIIgCP8uIjz9jkbnLr0yiDiv/1730vJX/Ne+Pl3a17BT6xcdT1qdI+gZnQQkrlDHNd2rrGPb2cDEIDj96bSuq5aF+PvRqth2bvK6offEodXSCrMaRpyyi0tNwcQT8p12yVtTpePWJm4JCiLOibU8vO4US/WNomcOVSNqzXGWNvoz7YoOu2Eux/nnzvgAzMX5wDIANsdaa26+bqfuocxY0upUnm8rtubmpwEYPpEcnTJH3iX1I2UpH6hXNsaT5stbEaztZv27O7nx50DiLr1TWpf4hHrXowBujSdN+z9R3hqc41vcCqAW53cfM+fKywOvl7Z1Wp6v3/P3mnzzzOynP1Cv5PUI+/rC10kAWmWot6WT2s2FPGk8gJMADgFIBFBtz8sRm0X82dgsAQCCYXPU/9P5m+tYqLSDDQhYpk0JaubBVbv0D43eomVn1LIwmYP0v0LarxmJ2lbGY7p7kaokFbLhcd98pJBaqY5EkJflLxQ7j3RY4KFFLFYaJ502t/FAzkFxgqXUFPCUrvvk1WknNWtXJwk0ME7ISOlMB0BjAuBz1fDgdjeMJplpxo/ZjLbH5JXhS7TLl9UjvImAX/OU/E2gCZ69S7RpO59Uvtth9SwfX6q/cX+a95tKe15OU4/UUxAEQRCEfwsRnn4n1tx8aanyyhe3+J8oOqK/e7kB7uU+rkS/r840PiT/HFrHQzQjPG4T8ZoUaOiA2WmGx1zNQrxhxKU7zlPlDFLtjCVtexp58ORKHtkkgYX4oHhH0MKAZgR3erjOvJEN3zJFOpK1QR2yZqp0pI+OaDFvqVd/f4e0vv9QqfgRq2e5H8CACw/OPYTzM0NfAvjI6lnuADD4FfnTPjOlva8Znm+p614Yde85FvdiJY9e04KgzkjiCCxkSdWBcF1ymicv/OTl53cBQO/cn+72QG+w5+W8DZulF4ChVs/ywwCqAXgA0Ah0jL5N3nD2FfX6m+15OW8+8/RDuV08QFmsfHZ2vn9B1h6WlYTzz6M6DGA2zs9QlQDIBRABIOzC5z4E0AvAKXteTvnv10Xhd3F+c5IHAZwDcMkerW/4jf5nnnhPeefNEbRwhYsbnvzWPz7sGnlXWBcPaOpFa6wlLP5kOwnqQ7nqH0HPBpXxOCmStFMP17laEKQkkOaAr9SpHROlE4F+BudZpGojyGlqpi6jESoNgJsAlDpg7ubQSAA0YzWPYGUstkUj1HKcpbpvlDYHFrIk/6XSKb2dx3i2atn1FuqpeU29Zr0OvoZAeMgk6ZhxqXZZJ4D1ACYCWG/Py3H3ZDkFQRAEQfjXERtG/H4SbvE/8XE0Wk+Ek86pXVzv+EkbG2Em/qYTLCWsBpGkiQfrJtPDtSb4EtxQAlZql2i3yxv029jg9qHkrK4NQXoOPppz4htIy0J3aAPwLrt6yRBWlD5X2patQVJXaZeUfKJNf+ByetCgg/pTb1p74BPd2+kAboLNoZYtDF56ie/tjw6xjKBh9NwwAHsA7AXQCmDWft291zXz4H0ceGp07tLyWiyJAXB0obxUP5yeOzPT91ILgDUAMgGEn3xu4MABLxw/7oH+KwAKAMDmKAZQbP/Hq7dZ7gfwHmwO7ZXc/BZrbv6IsTSq28+lQ4/57zm+h2VpAIIBeHLogc+c0H+ygw38BsDTOH+vlRdAAYAZAG4H0AFAsubml+N8oHoW558/1WLPyzn572qi8LsYgfP35UUc0nrtW+C/N2qR/PnHP2jjmnPowet3s8zuSNqVe5j3+bKYxfap1GIO3SmtDTmgZRTfKm9Mq+KRzjZu9uezEWGT6GGlnQc1xZG2iFvkTSYOIhFJC2rWQveZiWd4GLo9LdzSohIav5EN9Xm5gkxSpRiJy1/No1g2LbUs1aY23yxtiaIAOc2TPcNQrNdAm0dIhZ072MBABWq2B4anXDCOXKFNiMqTP2vOVe/kAFQApGdLKQiCIAjCv9KfJzzZLCbYHM4LxwmwOaphs0Tg/JvsGNgcVf/Tl7Dm5lsApNvzco78P3y7F0DlAcP9lm5uuKa/d8lHVtIwmQPDkqSG2pHkrGmRdoMvhdRFpZH67gKW3BZHWs1tPCh0LD0RUcWjuip4jN8AjzGWtlMGUjFEKna/ST/KLuTxhhMszfO8dsvxV+WPc7Jp2dApvtcq4kmzXyF7pEA4sx7wP2C8/9mRPyWSsJ/nSZsWNfHgQgAxAMpwPrQkA3j9Y216xOPyd5MpGBlNTx57Rllx+gDr++0U6aj5Rt+T3wMIshvmDlmiTtVeUOel7mJZ/Wfm5rdc2GTif/2G3WaZBWAcgMdhc/itnuW7AUy32yzx9jzH++e/KOcAbJaFzTwoOt87Yr8MdURfYr80g1Yv+lidfiuAuQZ4F5ng6W6FJRpAAoDOC39aJ9GjCXYelV3K4z0AzgJYBuCg9fyugGJG6iJkzc0POK03RAUSz0MbtSFJl0lHRjX6Q7c+rd4RDUDHQD+RgJm3yRue7+VdVhlD2szVPLLsRvLrZdOlAzEyNMMJltZkIu7YyfRwaxc3GtNIXWIRi+/QILsH0FJLJze5h0jFw4tYAmlAODPCE2JAuzaT7iMr1XGsj2Tnd/ofpQvlr/x7eT9HGBxhTq73cEL9caTNW8sjlIf991TYlK/TJtMjCuc8tACp71hJQ1s9Dzk1nJ659Al5xZFX1OsP4R//TwiCIAiCcNG7eJ7zZLNEAoA1N///NObrzwcoiw7AoPTc1b03a4MfAWDC+eev/I+9Kn+yDOffuP+32fNy6u15OfWwORr7eZcsAjBkGj24Mhptxx5V7ynzQdG/p7wnW0lj22JtruMZ7faCz7QcWQ8frWehnr2sP8lEhRxDOuSftDHqHpYlbdGGmHygkQNomXaFtN/1ufIaPtZmPL6RDTsgQRv5njb7y6+0qYdXa2PqrpO2f/IzG9u1ho3eFI6Omh/VsZ4HfPcVfKeO/+K0ljBzoe+m3ovlTy/rjarBzSx43VmWFNHAw9cFEfemifTY/HIWfdwA330A3Av98/yfqlf0suflfP6Ges1rOH+fEgDg5qdeXgyb5VGcX3K3DwCz5uYrAHrZ83JWA/gMAAqf6//y4NzlybA5nn/Yd++EudKWGQNJacCD8s9DftbGWFwwZEyn+0yxpBWzpd07cL6PJ3F+84oqAKFb2OCSUh7vx/n7t34FMATAABGcLmoD7vE/XOfj8tUP++998W7vgw0PSj/aEtHQ52pp55Q07zcRD6r361O8y9VwdL71uvxRwxR6eEAYHJ2rtEuIDNY9Xjod382NB9/QrjvcQkIrjvDeJ9t4IMmiZYE6aB4ZmtTFjY1hpNPNwXUnWKpykqd7a3gEmSPvlgPgVRbLn3ii0KbLgJ1kS2XtnMBMoQYHwWkq4XHGG+Rt2jP+2wJ/ZUPfuUHe/uJB1qdyuTap7kvdGyXX+549/op6ffuF//NiXbQgCIIg/In0+D1P1tx86Z+fM2TNzQ8GkGXPy/lfu1XZLDeeYUl7f9TGvPKc8u0TFSzqxg6YLQNp2Y8+Tk0NPCzjVfXamnvkX5SN6pApUdSx/Bn1tpHn9Dcv1xPVaPUs77Ln5dT8w2vo7Ia5sTi/9fZ2ACPv8z2wK5+N0Ox5Of4LX5Nnk5eOH09P4B119s5rpR2TrvM/9z3OLw1b8i+6/gU4fz+Pbp60PsMMb9oe1l8p4vHKG/InMXr4mhsRUtKbVKfsYX2NvVFVv4tnO+6R1548w5ImKFCj02jd/AYW8sZH2szTryifu9q52eeFTE7w9B1T6KGn6nnE0QTSOKySRR3zQraW8ITQUVLBqXIea3VzPZ8p7SstZzF74mjLrWvUEQ3rtWFR7ygfRAVQ/44d2oDQobQouhMmqZxH++pY5PGf2diXflr88Lny5zJeSHnh3HMXrmNMH1IZu2HxvSthszwOoB02x2ewWR6CzfH2P1xvZp78aapNnXfIA73nCXnFgAQ0XXOFfPADALe/5L9B+VzLqQYQ+Ky8LOA19dqoO6X8iAXKD7daPcs3A+A4v1PgNJxfbjgS50PVUzgfopL+H2cGhT+QjoWxs7K9n+klaHX3SauXu6E7tU4bdXSx8uncI6yX8QNtdm04HK5cefmeOh46+xJ6MraBhxUPp2cbS3jcqSTSOGclG1+3SRu+t4GHXvOCvCQki5YFHNdSiodJJeQks7qG0pK0ShaubOAjtOl0P+lGgDmZNC46zZLG9aVVA83wBLYhsJuBBrq4vqOWh7Jo4mg8xDL0dTzcH09aao/ytMqjrPf2eoQ/iPP3N9msufl6e16Ot6drKAiCIAjCv94fITw9BOATu2Gux+pZngggA0BCImm0Pil9mxlF2x8ZRMsuB7Dtc3Xa7HHk2Nxk0kSrEKl3MSkmgjrPtHJz0kGWqUyjB7lK5KJwdAzYzIY4Fqs3bo0kbVUrdS/G9fYuOxCOjt0tCE4AUApgRqn+RrdMWMV074vzTcTbEQDPfh90ffeyfo7H5O93nWMJj69lo6b9pDy3aiW7pO07bWJvAE8AGGzPy3n/wvglAJPseTn/z1tqW3PzkwDMOqi/t2CS9/WQLhg/AXDgGfnr5r2s31vb2cCcR+XvA+pZcMRIWjRmMC0++Csb8sXN8q+N51i8K4PWzMrzXzNgGxu81Erqew8g5fdfLe/62MjdtwVSr/6YlrJnrTZi4lipIKAXqXWe5skBA0kpK2bxLg4SE0ScmoOb7IHEZTHAn+xmtDlbskdoIBVuBIQZ4IYX+kIOGt+OwFYT3OAg2njf24sH0tKsO6X8rcu0Kex++afRg2npGgB9ANQBCMH5GahxOH8DffXr/jkvTpSOabN8LzYB+OyI/u7h07x5tzQj+BV7Xs65C8/4uQrnN5noC2DrLLp72s9s7E+T6NFFpSzmGy/0gfUIuwKADcDVOL/s8NoLr+W80I9f/1/7IfwxWHPzQwFocWh+uhYRKQCeuY5uzZst7b5soXrrT0/Ly0b3IdW+ah6+v4pFXvU1m3Jyqe5VHYP03Q2+3PHvKu8PbYHlVg/X/3BMS2PxpKXtBzauW4F64EV5yfQqHkYSSYvZQlxyDQ93OLhJ6iKmzhZmoSOlguYN2tD2obQkywSPtoJN+imZ1E+q5eFqNNoS02mNbal6Wdto6UyYB0rhm+o1qj0vZ0NP10wQBEEQhH+v3zc82SyjYXPs/ftf++T+mPWN8vLDMrT0UNL9TRDpfuIbdaIxhdYde8J/V91yZdGVhSyx5RxP1D0sr3JsZwMsI2iRQYFfp3B/sEw42csy/SU8zns5PaRsY4M6B9Lill6kOuV+9cGGZ+VvSt9VrzKGEgcfS05xM3GnbdBGrNnMhxoqeMz+JfIrWfG0qXWdNjr7XW32LXnyZ0FrtRFXHuR9741Ax4nZ0u60MNJVcIYldj2rfLNnoPez7Tj/hr7Fnpdz6u/XYc3Nz7Dn5Zz7V5SILbQsSPEu/wqAA8Bl9rycX6y5+XsAdBnh3vOIvPJOE3y3PKne2WTPyzl7oa6fAfgRgOtrdVKZHr6wx9W77SuUF24bKRV9wzkef8J/+6650rb73lVnm8bTE9aR9KwMwr+o4pElVtS/F06796lcGubnTAoiPiMD87h4QKsHCosgHbGN/x979xkeR5HtDfxf1T1JaZRzGEVbsuWcc05yNjYgwORgkskMtsEDNiAyxpiMwWBEMDjLAQecc46SrDDKOYw0Gk3orno/yHtf7t7dvXuX4F2o3xePZqa7T1WXnsdH1XWKB8pGtHmKWKS1t6Y4wclIg0z4WTvXDfenrsvn1LjqFnh57WR9J1wn7f2ccrUhbcnFhy4/1/XJVFqmBbAawKMAXv7LBrlXYycmZ3YigKesWRn3vLHwrolr1SEZFQg5CmD+ZHo4N5w0dL9F+lHdpvaTv2fD7XOlHzs/q9zZgo41e84wNNbWIDAXwDp0rOGiP78/wn8+kznHz5qV0WIy5zwGYD2Am8fR4/2Die30EZbW/XaaM76YR1q7SiUfyVw1h5OGFRTq5M+U8V4TpJP2dFpQa4Bn9ELlrhPz5R/kShYYl06LNG4uaxjkmh28Nx1Gzsd9qk50z5b25JlItXsr6xceRRqUuz1PLgcwMRRNq2oRcCWNFM8NQsvO/by725qVse3a9sy1RwhZCWAygFrOeddrHY8gCIIg/JZ+7+RpQDkPjtyvpm81krYvDHA50klRb5XDjxOq90Or/x615+b+0qWperh5PfdHOGnkbTAoHkh2AIEKl9qNxKFp4V7Oau7PU2iFek41SSCkNgitsdG0XlfBQ5xneHLN88ot52ZLe9lActEvlDR184HzZLJU9dVnnrE3NMBoP8OTQuNRpYyXTvjHkpp17ynTbpwp7SfbWV+vT9WMuQAeCETL543we9IXbbrz+rsnFrHwhaPcbx6y6jOvAMiDxcavbvDZDRbbj/9q15jMOVPQUfmuizUr47/2QYLF6KdyvCoRbDU5s7cEoiXobc2KyXM9z3z61+spTOacx61ZGW/AYvQC4H2aJWKGe4lNC8+wU9p7nqjm/gkeaHwDSHOjyiWTD3EzJySlnhvVINJ2YKM6MOBOaWt/B7SSBFUp4WHt8aTGCDDHSZZcGUdqdS0wyCZSLxPASwFpkMDCDERR2zny9ATxTsg/urm2hzdpP1fFg3Rr1OFHH9f84ACwDwB/2XNj/TMvfvBfj086Foc8NcT1zhfPyl98uZv1etsH7Rn7eTd/At7NH/bC8zyhmYD3uVfaxEZJpy/+pPYge1k3TyxqK7fx/rf4o7XRLGWXZqk3XWiGzyUAP1mzMqz/6n0Q/r2ZzDnkL+N++DOfbqrl/qFuaLBcficpmNheylbH3JEp7QznIKXXexavSiPF/k9I34yq4/4B23l/hJFGbRopCa3kQXnN3FuNRY3fSPms6R1l1ptb2IDNAG73RVtsK7zr0FGAxAlgCIDl1qwM5zVs+r8tQsgwAHYAX4jkSRAEQfij+30LRlhsR86p8Y8tUu744gxLTD2qpoxr5N4RHlCi5Z42B9e4hknnpjRzHxCoRAenhwPqeTXOpYHiLUNpcIIWVnMjkwiTEmmFNyfEeYKnVoUTW1wJwgqtPLTpc3V8RQkPDXBDmxpKmkJNpFpfzkPPRNGGrafUxKmzpX2Sh9Ou90kbfW+Qdg1qYN7hddx/ukRY+SUe5wkird8f1D7weSiaTr+jeffYRd1tKw/qHnIDmOZLHNkALqKj8ttf+q8OHeWy/xuTOWeGyZwT/7e6wmTO8fqrt/LmSRsenUX3TTv1XO+RHf1lJN2cH0+RCF4GkHZed8fyRvilz/U8U35Kd+89sBiD/3LwvAXP3fWd9vm/VPYytXDD0IOs61QAA93Q9K5BgHalOqmtmXvbAmH31cOl5vLo2joeqH9WuatGC094P5rb1sB9XGdYfH4TfEuXeG7y1PCA9lru706jZdog0hpMQLd5ILk5IHvBHWXjXryF6zRaoKuH40wr9xpE4Ql3cH1XbziDu6JoGIBBACbBYjvzoTplHCzGx6/2gZTm+pzeKee8FkRskcu1716sQHBuOQ/5jHFS4oTWA8D3G80LZd+pw2tvcz/lP4f+NDUItvQ7pK3jTKSKvyx/crAbLUxLpSVxAPyjSd1L/9LYFP4j/PwPBiU8fN3lrFn975M2PQpCHBd4QvJ6NuTSBnVwwXo2yPcbzQsPzpAODPUjzhIf6jq2m/UqDobt+Bp1xOGP1CmNg+glz0Dpcvibyuy8WdL+RAC5AHSt8L7DmpVxOzoKnlywZmW89kdJnEzmnEyTOcdqMuewq/9m/tJzcs73AWj8FcITBEEQhH97v8/Mk8U4ZJvaJ/obdWTPYeRM6gzpwIj9LD2vOy0w+sMRoeUu3WmW7O4l5esamJFoqas5AM7ARvh4CEAM3E20xO1xwKAtZmHuOFrdwkFCVMjunaxPcz03ShU8+KeR9MzgVm44UkWC42ZLey59pkzwaeZefp1Jafs06dDI79ThJ6+T9pJCFtGvEqHtjdxXv531Ksygx74ZTC895kPaPeU8RB9JGuZT8DeCSFPtCZaaP0i6/NJz7ltuGi2dPVjCw9JOs6Tat17Keu9q22LRUW2uEsDdsPylDPc/ZjLn3GfNyvjAZM4JAzC8Oyl4co70U0B/mvtiPKn2T3R9lbNT+4RcwYMGDF9yYCUA2BaHd+7u+rQRHWt8wqxZGfv/qp8JgHtNzuyPAdyHjqTlaQCNm7UL7t2p9rz+QXnd5VwWO76Jext70qLDEmE2HTwhbVyb9LJ6U2MaSgrGS8fj9XCbFMBQxsOrgtDsLxPW6A23XyELLzDRmvBmeJ8OROtkJzTWMhYa1oWWNumouq2NydMUSC1ecIepBLWcS9EGqjSgo6CDHcCTAG6CxVYIi9Hb5Mxe1J9c+vB97VuzJrqyam6Wd3V/Q5kjAYhER4W9uE81r7Z9rEwK7kvz9LPoPoMbMvEiLvamMpuf4iknw9EYcr2022cb67d1trTPOWbJnmdM5pxgAE1/XYzkt2Yy59xpzcr49Pe8pvD/XZ3BfRDAVxu0iw4v8tyh26Rb1KOIhd0+yv3WcyvlV+6KpTWJBuLZcJf7iR/G0+OPnOcJfBfrRQB89F+Pwv4BXU2UPgbw8z/cOADcbc3KyP4l5yaEmABsFjNPgiAIwh/d75I8vbbw7mEEfG4aKZ4STeq/auJe96fRMu4BJ+fU5PIh0gVTHfzqt6sD2ER6JMAbDuJDXNrjLLWZEFWTTqwSB2f71W5tRTzSJ5FW1P6o9gm/WdrFDvMuZ75WR5N58gb/WFKruczitK+qN97ahVgn96a54bfSbbEmWne6lvnNCKG2z79WRnfrRgrG+dJ2WxkL9apC4I450r7wn5RuXQZJl3wv8LjaH9ThhybQY0P7SXnFaa5V1wMIeVL+5snXlBu+vlpuGyZzjpc1K8MBi3EmAPv/9sieyZwz25qVseZnP/fao310xAj3W6e08NAZ0v57g2GLbOC+5VnalWef8txd/5068sBj8pqcN5XZAwEEWbMyLl89dqw1K2MHLMabAaz7y/5WJnNOVCgax9Ui0M+qzzz2hTJ20cvKjWHvat5p6k9zr+/qWhlkzcq4Mu6ZD7rl85geVn3m2eNqSm0tNz4+gp556EN18t5Q2Hr6EidtgI/rZulHTw0LbG6Hbq0PaR9lh1dIBQ96hQC3dCalXRkH9HBBJbJRCxfXQ5U8oKV71B5hE+STbpVzbxeozZswo5UHn48gtvMXmSkugNiXJNGqPuiYsTtRwCJSCXDgbs9jkTnaBa5U16oEALejI3k6Pp0eOPaQvC5qozqwRxKp9I8g9Z0/VyaUmmhN6jHWyT+FlvueZskVMaT20kmWHDhOOtWYQsoGnmSdvtzIBi22ZmX8S+Xl/xWbnx2XNlk6mg6L7durlRS5VZ/5ASw2x+8VgwCYzDn9rFkZx0zmnClWfWZhLotunOB+9VEAFqs+UweLrRkAYDFqAKiw2Ni1jPf3YDLnWAHE/Y2PSqxZGaZfcm6RPAmCIAh/Fr9L8mQy53QF8CYBD39R/rjdhKou3nDVyVBCg0iL3oe0sTNqoppAazwEXBNE7ACYZq/aoyVRqvKu4EHFaaQ0rgVerTbmpf2SjWX9ad5lE6n5SgU9doJ1+qofvVySz6La42hN37mehY8DmPKM/FXwXGn75Y+UyRcC0HpjGcIkhdPY7rTQ2wDXAR1xh61Th/k8LWdHA1x+xPNQ9WPy97IKXMln0ZWcSN0ZJ67+Um7BU557qre+/MCTP2vTHQBWW7My3H+z0RZjIABqcmYTdJTV3mPNyij92fFbp9BDTxxmXW6aJe27NYw0NNi5IfQQ74qzLOmOTdoFo5No1RqTM/smAFu+0z4f0Y/mbXNxuceDnodHfax981MACQD6Agg+qSZpb/A8myiBPb1e+9woHZyz42ndx597xlYk0con+tPLW5Ndq1+jYLMZaAmACqs+88EzLOHLFu61PY0UO/JZrFcZDz4CQOlMyxN2qz0iQ0mzZpJ0xBNA26t3Kt3dg+nFlH0svTWRVHt80Vp7gcfbBtDc8U5IbWU83J5CygMOqakNg6SLoQDaKOArg5EW6N0SeNUutdfGcdLJ0V7EvYsS+AKo2ar2pfM8j747lR68e7Hmi229XR+OBlB9p7Ql1AVN+Gp17Il50obBk+iRyRdY/LY8FjVyuHzWsFSZW55MKvc4uO5hPXGrh1iX5jbofYeRc9pcHnvuahGJHQCyf+8ZqJ/d5+mndXff4uSa5PM8oeQezxNP/SUJFoTfk8mcwwCQv/ERt2Zl/KJHuEXyJAiCIPxZyL/Tde4GcIqDRCeS8oHxqNae5wnBPsTpPqkmKj0lq6GJGCWKarmUh9S3wJu+rszBE/Ka9sMsWelHC0Nv9Ty19yF5w6AiHn7eH/aqQfSifyELfyCYtC6eI//0dH/X+/bPNK8k2eFFdXCbV2myEvVw1efzmJhp9MDteYhtTOIVLpmqkV+ro1YvkT+b7YHkipZqNT5oN9RxozOMNClPe+7ZvUyzfJYW6oDTLL78cXmNoY4Zu8WT6lOwGPuZnNlnAPT9+T5PJnPOTACnrVkZxVd/ftyqx0UAegAb0PGX3Y7EyWJ83OTMPg3gzuUvvVhZ81zsJDvXtlXxEH0AtWsnkONbbnYvfDGI2HIAhAJQACTHovbcGOer6sfaNyJvkXYkveWZsbcfzV36mnJjylByuvY+OWf09dLuM8Fo+XCfmq5MpweUc2qs+TbNjk9NzuwWAGcTSUXaEvmzgZmeRSkW+fNvhrvePH+ntHX+ZOlIp0DSFhhMLwcWqKG7ynloq8TVgrnyDi8/0hbcxLzfP6Cmjo0gjeEquDyKngm38pByP+Ls4s3d5RKUKgIpKJ1aZQqcjaU1KVowWsv8tAqRHWGkSdPOdSW+pB3DpAtTVqujK2dIh5LCiO08gOcmLtmpWgGYzMjZ6Bo8DcAAANpP1UmN6EgOe7yvTvPXE3d7DKmLaSJ+La3cO2IwOZ8XTFrm1xF/2y61p6cNBhcH0XkT53on124B0BPAMQALTeacd9FRha/+tx7sP9cxU1m5vnFxtLcfd3y6Q/v450BGf1iMBBab2EBV+D2V4m/PPJX+jfcEQRAEQfgbftOCESZzzmAA0MNlWyp/2vNx+bv45cqsym2svyoR3nicdVKnyMf0p9XEslxmcnpT18VVbKLxVc8NzrH0lJWDXClgpkY7NzRcL+1N3qt2O72fdV8ZSltrb3M/dTgfseZqBDY6uS5qk3bBQzKUpHA0DlwhvxVlQqXOBm9bCzcE+hGHfrkyfUNfmh9cy/0dT0rf3dDEfZocXKswSHV2rnU7oW+ZTI8EPCF9Y+QgDYmkgt4o/eR3iKW51/LhAd1I0efo2MyWARg06ZkVcbAYZ8JiTLDqM/kgesHXZM7RwGLUWfWZnwPY96znttMA5qJj76GOPnFm7wOwEEDa4wue+uYESymQwA0lCGvYzXqc9+XtvR+X1xx8U5kd8L4nY/ksui9tJt1XcZin9S5A9DPxL+R/Mkw6f9N76vQT76ozI5+XVybO16yb9a465ez10p72m+RdSw3EFfoBm7q7HgGfo2N2bJo1K2P7rpfvuZjpWVRgzcpYuoP1fqszKTM8p9z+QiBpdQHwgsV29iw69eokVVyfKFXplysz3lIhv3mOJ43oR3L7x5C6MAooddwP4aQ5WiaqI4g2yWU8xIsASiUPlE6r8T5RpNHHA6KG0Ra9D2mvJQRtMlR/N7SxDuiss6T9fc8zUxw69oFaA4vxTliMk/J0c6ej4z9ydgAXAAwFYEBHaeqqD5Sp5SU8LKYF3oV2GBrboe8dQ+o8X6ljfAhIHgeJA7BwCxuw3QafEAAadMz6aQDcBuB5kzkn9jcc8n9X4PPlbQOk3NuSadVf1kM9YjLn6MwLH3/qWsQj/CktQMcap59zXH3/X0YI+RrAYQCdCCHlhJA7f8n5BEEQBOHf2W9dbU8BgNysmc8tUu6c9oYyZ+wB3v3Yd2zk4ZXKxMuUcOc36kjXJZhqBkkXNA95Hn6ykftW363Jae1MSzrH0Nrt06SDOiPavLer/a5cJ+0LnCdvmPOykvl8HK09W8cDHohCXYsCWluihhy7xOJm+MIur1cHnzzGOl/ohLIUDVerWrmhbaP2uTuOqJ34GHrSUKCG5TfAz+lN3L5WHv5BEHEobdCdXKMOs1YgpJcERT7GOy3vREpDUmmpaofhq9nyniUAbFZ95g1WfebmLboFsQDyYbEVAThwiHU1Aoh2cTkUHRv90iWaz11z6E/qp5pXuvysT7oBeHwaPVi4WLOqsxdxt65QZx4lgCaNWCPPsLim4eTU7EXyVxcDSdvJAyzt9APy+hVPe+4JOqJ74PiChY+tL2eBBybRo6FxqLothZbbD6ldto+jJ2ObmO+kBub7kg/atPOl72/IVkfHmZzZr/Qyf337fQsWZ8FilAA0JJk39DjBOj24nfXdB6AZHclFb5M5Z/isJZtLB7pW5BWyyOJoWt+oJx59d6loZTlCNsjwuCp48MogYoMObji4nsaRBhJB6rQSFEcd9z+RTosTndC2NcKvzQbv4y3wxiUW95FESBMBf8MB7eVqHrSagXwFwApgeaLzS3+TMzulk+uLvUbYy33RdgGAD4D7AXwGYHAiqUiZJh1sYSCeEh4uFfFIOpEeo6d5sqyHu7Y7LRoCYP0KzTIjgPEAjqBjT64+6NhItx7AywDmm8w5Ub/hmP/7LDYnLLaPrr5+C0B8f3q5JcG8acPxZ/u8sHZRxrRrEpfwp3C1KMTdAEoA8Kv//uJiEZzzGznnEZxzDec8mnMuCqYIgiAIf1i/2z5PJnNOEoBoGYp9mbz8rQjSGLeZDdhzkKUPUUHX9SL5U0dKZ847oasvZBGpu9Re9WOlk732s27fLZZXDY8j1ccpYfXLlVmtn6gZpjfk90Z0pUX7fdE+wcFl1Qm9ZERbQBBp0X2mjGvoTCuCU0h5tQ8coe3Q7T/HE+rzeMzI/uRiSzKtMhFw4uIarhCpNQyNhrs9Txx+VrNaCeF1oymR22SinCpkkeF+xGHcrfa6r5+U92gaLZ2Njs1rrzc5s1UAJ+6X1i94SvPdq7DY8uYvWLBonHT8ZMaSHVtLn0t6KpfH+O1X0+mjmh+UQGL/Ehbblf/WKRbj4ze6FzaNpicfaOP6NybQ45Ytat9j46STGQGkVT2iphVVk+D8BFSUnuIp7Ha6zWsz6z90pnQg/kfW175BHVCWSkobgkjLqTnS3l53e57gq7Qvda9j/j5BxMYDafuOh9wPVt4nrR+bSKvb9UQ586bnOtNAevFCAGmt7fzCxddhMZoAlAOYaHJmV6KjiIPdmpXR+LN7pzuivf+jcNos1TK/3tU84FJXWjIRQDklCFYZdAqIS4G0sZn7JQXQ1iDC1dAqHqxtgC/noLVppPRHH+p6i3MsLeCRXsm08pMzasIKDnKg55JTN5jMOQSAqVB30wyJ8OK3lZnr75C2PdnN9UmYDOWzO6StB7eq/fgieXV1NQIiEkmlIZfFFC5Vb+XoqB7WCuDIh5o3Apu4b4xZuecjdKzvKAbgAdDHmpXxxm88zP9PTOaciQC2jaSn41+SP1pJgbT+7vffB7DUmpXhudbxCYIgCIIgCP/d77tJ7l9YjH4AEr9RRjz4uTr+RB6PST+lu/e9PBazvJn7fG6HIVRLlH7HWcqVSh48TMs9n7ys+WThPpae54I21AdOfSSpL3BDUxlHqmbuU7vkaIHgYdKZDIC7ASoT8HYC5gNw1Q251cX1F/1JW582YihoZbpkH9LmPqJ2dQ6XzgY4oZXt8Npey/1DAtES5gNHYABp0+fz6PNGtDka4XuyBkEnM6Rj3XepPRx3ep56EYALQBCAbjGkpqwHKXzUysM/jiANto+0b5Xf5H7G/3Hpu4VXeFTtV+rYzY/Ia8aPWrL/1bbFoX27uT5ZcFw37w0ftPc+xxLCHlPu90km5eMWSF96zfU8U3Gj9JP1DmnLhCIeVbWODV18t7S59yGWdlM0qWuq48ZmJ3TSKnUCmSv92MlI2tankmL5Gc89MS9oPvNvYd48XSruTAmsTkYkBqLREuaWCfZvUAbumK88dINVn7lqgefOk+Pp8YUG4iroTgrdA1wrjnyieS1OBY2d47F8A6AdHTOHXtasjNqr980HFps90bxxcKH+FhnAowACAWgBdAbwRIEafqeTaJu9uDPNA0k+zjvb3lTmbFmvea6vP7Uf7uP6wOSG5iOrPrPVykKHEjB73AuFHwGAY3HoGCfXsJeVG+LWsFHfy1BuDEXzmG+0S+Tr3Qsn3SNtkTaqA9WzSC5hoHJfkuvsTfPxgTp1PoBXANyJjiIa7C9VEf+TjHvmg4f700uPLdGsmg+LbcO1jkcQBEEQBEH4765N8vRzFqM0w/X8iNM8+crnmhctyaTS/wtlnP8ceW9YPo+ZP5ic/6KZe5MyhG6RwIee5/GObiTPlEBq9a3waokjtctaueG+Nq43NsFbCkW9Zh/rUThMuhgFrlI/4tJTMJcCquOgnlIepCaQWn0pD1FyuanOxbUFybSkUxdSGkoJbB4u6WwweGQwQy0PON9ZqsgDcLvJmX1Lb5LnmkCPjb1J3r3a6/nanX9pQsYzy++bKR3wLFHmbgbQ26rP9FqvDJxFwTdkSEcmv6nM/n4gvXT3EOniU4zjIw58nc+jh0WjrpeNewdTovBCFv1WHmK7ECBpOD3TGIzmzl+q4y4cYF0jFsjZERoo+iRa/rULuk4KpG81XL3pR9a75D11es027dN1ZSz4ke1qX+5LnS2j6cnqBu5r8EVb50C0Nhqo4pAIzhWpoWkuopuSSstcZSzw5FD3u3MAmAHsX6Z594QJVb2+Z8PlL9Vx+QB6AFj3uub9F5/wzJsFYNUC+atPW7hX9BOaNesBPAsgCYAO/3+d0rd71a4vpJGSLqd4yno31xyTiHr7JOm4I1sZ7rtAubcAwEYAcVZ9pvOiGjMjnDTnBb1Q/iAAPLnwScsadURPdMx+FQFIQccjhZEAEpNIedBsurftFfWGHfOltd0SaWX+Ys9tLSezMm83mXNGA9gDANeqst6vQVlsXCwT/GByZsOalXHhWscjCIIgCIIg/H+/9Zqn/9UU19LnbpO3d9qiefr5LqTEeZolp94hb7H68DY9BdMdUTu3XeBx2q4onptIKry7ocCvCynxMsKuNjMvHxv3spxgyd5N3IcDpMaXeEgiqY7UwkN9idOrBXrqBmF6oirlPKg9ntRpSniYPZTYaDq5EixBST2kpgUBIOXMeIVALTbAvdqPOAq9iPPUy+4bSj5VJvxg1Wd+9YPu+TKVSPlLlZtqTeYc6S9tWKu19Nml9kwAMKU3yfPJZ1Frl6szq6NJ3TSJ4PR+1u2p+z2P3H+GJUx6U7nuu8nul799yPPwGl/qWlyFoKIiFtUoE/WuPiS/27vKjM0ql3wbua9uhnTQukKzLOIY69SYpd5U7oAXdTG5sxd3PZjPowLTaEnnZfI7M12cPlHNAz396GW7N3d4t3BDVTRp6HKRJ5TVkuCCPWp3XsN8+8WR2tRUWrYVQBcrjzwIINialTFlo3ZBQiopiudAw/Py5xRAA4BvrFkZp6t40LeXdbf5AsjUwX1yAxvsf4HF7h7vyip3cXrya2VkLYDvAGwGsHC4dOERD+Q173umxmdIR0YNo+eWtjHt0e2s/+WF0uoTN0s/TsygR3quUwbdmECrXUG09VFYjPNhMT782ouvWQDMuVvafPA+aeNGAA8AWOYFZ2NvklddwKOXvKze9DKDlNyLXjn8oGf+ww0wZgGANStjlzUrQ/1PTpwAQCZ4F0AEgCiTOSf6WscjCIIgCIIg/H/XbubJYoxCRyU0FcAqF5dPVLIAf3/iaGyEz1mFSzN8icPpD3uFC5qUdq5rCSQt+lr4exvRRjRgGga4y3iwO47U+lp5SNN+1ss9hJzVBJJWvZHY9RSEFfEIRwKp9KVgigIZbq4hMlVqdqo91d70SmwIbKoCmZ/nCQUpKE5ug7fVnzh0bdCGNHJjsTdppzUsaF1/OS8PgG8FD3IPdi1vBJBozcp4BRajz3Jl+rsPLV11m8mc08Oqzwx3cfniG8qcZR+pkx9BR8GDGQBe2al9Ivdm94J8b9I+bZn8zoQLPP613axX5jxpU3gVC8ibpDnR9ajaaXcEqe+ug5KwV00vc0Eb3Z9eWtsEX/aNOrr9OXnV9Hru16ABO+Ummi4H1DTfIfSCgxKWBFCXLxzNy5UZbDg929qH5nd/0XPjzXruCWkn+tkLNV8qgbT9CICu17mea3lAXt/jIOty4GFp7WQntPZ2aENCSctHH6sZ9GF5/dcmZ7b7bmnz87dLW/dG0qZ6AHF5LPp0J1quWlmYx0RrHLDYTpvMOeNelT9s7kELolNoRdF97kdSXte8n9rOtT39SPuHe1m3O35Qh786ip4aoHIy3o+0hy9XZ3xxn7xp9AzpIL3X9Yj5IE/32ad7JGmy68Xqm6UduhO8U/Vu1us8gHtul7Z+m0GPfHmd5/lHANwH4FV0rHFyWLMy/jibm1qM/uio5jgFFttXJnPOMwC+QEc7m65pbIIgCIIgCMI1mnnqqPo2CBbbJwCseSxq5W61e/hxlsIOs87OlcrEIaU8uN4fdqmKBXZROQwESigB89dxt9YLLs3X6ggVgLaWBZyt4YF2E2kw9CMXNRG0wU8mqqGIRzoOsdRGA1zadq51XeGRnmIW6mghXrjA4ktG07PRAWhxu7kED+TqcFLf6k08ig9pN5XxoEAOelBPPIgm9bpeUl50M/duARAZRRpqBtKLXY7qHjiUYl4/3+TM1r+hzHnYZM4ZfaO0c2wn5+c+1Txg7wJN9i0AygDkWrMyWj7XvFL5oZIxaqa0b2ZPWvDDEdY1K5rU13cjRc2fqhP9x8knmwBYauFfwEHThrvfsvhTx2EbfL4NIa3BeiiDxkinonXEtTKB1lae4sn9KnhwVTotMWrALlXw0NNn1QRazoPi+9LLYX1oXloT93I8qln35Qjp7KIM6WhoG9fXnFFN4wGsGEQvpATApgwiF29og+HFEhbmCkGLy0A8ulA0HSxlwV++IK2c4k2cH1fzoNK57qcsZSw4YLz71Vducz+5wM61KwAMvHpHY8/xhDfGuV9r/UCZ/NgwevaMFkrcUZ56uZPrix+f9dzx4p1SzgND6bnJodSm3aAOaApB86hHPQ/s2aumb9rLu889qbvn5XIW9OAh/cN9OXD9btbLG4DmBmn36c/UiV2u8zyfAWAygB/O6O6+A8BKAPf8ziP3txYDYIyDawbnPtflxBh6oh7AEgAzTOacx9yLg0ywGKfCYhQzUoIgCIIgCNfANV/z9N2iqY/3JnkpuTxqVHdijdEQDy/gka2pxOoFUK0GqtTIvRslwoztXKdGkQbNSZbckkLLff3QDoChhXsTD6csnNrkch7sruSBSi0CbVUssKq7VNg9AK02whkNpTZjHout0hOPxkQqA06zZDqEXnCeYCk0jDQ0ObjBYCQOXQN8ChzwWhaF+qejaR1OsJQtl3k8XlOu/+R6aY+XA7qew+jZmgzpWPJ3yvBxA+ilWgfXRREw77eUWV0fl9co9fCfuJP1GfapOmkigJk+cHxzWPfgucGud/Qt8PkSwOI35fcOnmWmYxGkqeg+Tc7wH9ShZU957rk9ltQeX6V5JaCZedk1RJkpgSdHk9oaJ3Trj7LOATvU3j0y5V0xElfspQh3vadOD55B9/lNokcc3sQdtFEd0BJD6+uDYQvoSov32rmh51mWoB8qXTxKCbIvqHHzIkndEQm8RyUPiomn1bsZ6IUTLCW8N80vt3Gv54NJ6zeXWWxgd6m44k7X42v60PxwOwwDPlQnR9wi7TgxhJzrEkmbVkx0Z914m7Tt+1DS1P9V5caoc7o7gx71zLN2JmUD/EhbpxDYdGbl7qd84Lz9A80bU0t4xIF9rGvhW5r3kkp5iMkBrxe9uPOJaFpbukoZF9wG70WPvPjZdgCAxXiTm0s+Ka4vc9CxV1a8NSvjFACYzDk+1qwM+7Uat7+VdPOapzdrzXetUYd9LAOTetACkxae739QhwV3J4UaFUi/XbNzGCy25msdqyAAACEkBh0zpGHoKIH+Eed82bWNShAEQRB+G9fysb3Mh9wP1pXzEP1o6eTEeFS6CdicYNi87dygL+DRGCSdt7dDL4WSZmcYbEG5PBqBaPG4oNMyztxaomp2q93t46WTfnZucMfRWk07dPYrLJIQcJJOiw1FPELxIw7i5hq3jrgkAklZqw7+Low3poyUzw66wmOajqkpVTfJu0wE0Fl5+PddSfHYAyzd0w7t1hH07Kx3lJkPmGjtzIXKnYV6uFy5+tstsNg4AJjMObNXaV4y+8JRc4h1qTrFkweY5W/r73c/fFwGk3MRFweg+VvtC+dauBfu9jzxJTqq1O3ap50/shqBAXPci1ed0d4VncdjHupD819KdH1VAyBwhebthR4uhX2iZmy4wBPqzujuJno4rqvmwSm71Z5uGazZRTQn96tder+p+cDvAouleSwmdJJ8XNPE/apiSI0fgerxp+4aD0erhsALwPa1ymA4oYtOpcVpbUy/ViI8vYoHuct4SHQZDz04l26fu0KdcfY6ac/h/tLlO/NYjJpMyhUn9A3bWd9TrdwQP0I6e/CUkjiJU4m6uVQWS+u+XKcOvXMkPa7NZaaGnrRgxFbWT/OG/IH/OjZ0tgR1+TB6OlAHT8VJlhIziF7yaKBQRmiezNWe9TCW6eC+Ugf/6FjSMHI364kM6WgrLLZ2kzknFYBizcq48vcH1H82kzlnzGR6yPdd7btU5TAXs4jAbHVUxe3ytk7tXMPc0PqYSHW7F3HvneB+pb6KB645nzVn97WOWxAIIREAIjjnpwghvgBOApjOOb90jUMTBEEQhF/dNZ15GvrMZ313aR+93cH15xq596OnWQqJpLXaONIQIsPjVDnxUSFJgaTFzSHpPZBYE/d1FPAoKQY1rISHsiHSJamGB+jsMHi80K6VoCghxC4X8XCicqngCE+j9cyv9RRPjvpM+1pQMze4S3gEkmiF7Ic2ezkP8w4jje064iwv5ZF8i9KHXCfvD9WArSriEfoAtJjO8OTiYyzNuIEN7rtEXvnZLfLODbDY8gHAZM6Zul/7cIIGysq9rPv7Tyv31iaRCk0AWuOH0zMn2qDvTICjuTx25W7W6723Ne/6POJ58OiXmpcub2d9ByzVfGYf58oKGEtPBruh+WyhJrvB5MxOtGZlrB39zEcZmXRX73RaNHyOx3L+afnr1++VNh1r4Vrny56bWwfSy/kDpYu9W2EIuaJGlyfT0sh9vHv7KHrGKwKN+j1quus0Ty6cIh+JI5y7JKCljRiO6eDq7g973RUe3RyA1vhShB+qYoF192i2DLJxXQ8fuKo8IPZm7hcjgbV5k/avNVDuu8xiG7pJpVtOq/EtFGy8P9p6+hG7loBKB1iXukRSZaiB/0/tXC8BGLWT9bZXswDpVvlHvzpubPGCQ50qHQ1xA0wC2lUQgwReJwFhDHAwIm0r56HJWcqNeyp5UHDOyw/e/PPxYjLnaP5w+x9ZjEZYbLYnFj6V/rT01ScaqCe2s34hRrTqY0jdKAL1lA9cvRzQloWhOcpNtC0MxNgKrzUptHIbLLbvrnUThP8gFmMmgJcAxKKjSuYCWGy/aJPcv0YI2QDgXc75jl/zvIIgCILw7+CaVtvb//Ltx7WE5/rTdr8EqX6FlijaLqTMu0QNK9RA3dwK74IiHlmbx6Jbv1OGtq1XB9u80W6IJjUoQLS0ho1oPMsT+FvKrKNvKzNdO9Seaj33xzHWyRZBmqq0RAncr6aTeZpNPZ7TfKH1Je17g0hbUxyt0frD7pDAtQFoVjigsXOfzoSrlbfIu8l6ZVCLDGWajfv0y/C8+tpC5W65Ey3DbdK2h25Z+sNrsNjyTeaceJM5Z4Y1K2NjzAuFb69Sx6cfYOnJk+khvCMv7zdeOmoaIZ1LuFX60TiRHNGZ5ezdBLznYs9trwAIlqE6VqtjvV/y3BAfSmyGFeqM5R+rk1tNzuzp1qyMtTctyAok4JkEPLGaB/zwmvyBz3kWH7dBHeDj4F6aUdIpfz1xjtXBU7pMmX1pN+sRaYf3ilA06/ep3a+U8eAqPVUkI2mvyFejeAyp8zMSe3MYGhtbuLcngjQNjkdV5zhSE3hUTRmUQKscDq6xKlxeLRFoPvdM0F1mcXUT3K++tVXpd6uTa/UxpM7kZPS+VFLyqIfLqRU8MPe0mlR4Uk2q+kSZ1MzBXYs8dwGEjO9CrbZF8ir1fc3rfn3oJbKb9bgig+uauZa1wYsxEKcOXJIIfF2Enm2FXufhNOWUmrivH809d5HHz/sbQ+YGkzkn4Pcep7+YxdgXFqP8N96nVhZ2h8mc0/l1zYehIdRe4E/b266X9z4yQT71UgKtPOfg2rw1yrAfH1bmX/am7voQYrti5WGNeSx6A4D5v39jhP9YHYnTxwDi0LGBdByAj6++/6sghJgA9ARw9Nc6pyAIgiD8O7nma55gMSYCKCtnQcsNcA3ZxXpRX7TVT5RPhl5hEfpXPDf8NJ4eHz6Yngttg75YBuKKeSgaEFA1jh6L36QOdjqga54pHYiiUBQA0iZ1kGJEG4uj1R43tPRDJQM3Snu0AaS15WHP/bavNUtZNQ+K8yKuBh+0+9nguysIDaOuwHTxuNpJelr73eH9ahdrHo81fqZMWFmBkDYALmtWRsv/0pYQAKOzlZH+F3lc16/UcU8+K3/xfieUjjvEu7TOlXbc5QXXMw8pD+nSSGn/CFJ/OQCtmz2QR9TwgO9fUTOrABRaszLOwmJ8yOTM3omOohOutdrnHv1WGWGzccP0udKOTpUIbI5CQ1IqKcEgz3t1m7XPhDQwX/0B3rXRC25MpQd8q3ngLi/iHskIcVXyYHZC7eRzs7zDXcsDrDGk1n2CpZSmkLJAI7EPMkA5Xcf9dAU8KnSYdH5vPfcfUcQj+6eTgu85R0oD8dtbysL69qQFV2phpBFo7mvn2hZKuFcz07M8JNT2ovlxP6q9FR/iPmki1b0OsC5fPyitv+1LZYQjRarRK5y2hZJmDnB9GGl2+8PhV8xDbDd7Fj/9kPT9o3G01jrP8+iJqdKhxvXqkGMXs6479Df6OAIWW9WvPg5/SxZjXwCnYbEpADDtmWV33ijtjjQr97QCaPhes5h1odamdNenIwv0c8271R5Bo6Qz8+1MO6kd2iY93In5PKbiBWVu+TfaJYqHyz2d0KzVw3PR74WaX3XWQPgDsxit6EiY/loJLDbTLz09IcQHwF4AL3LO1/7S8wmCIAjCv6Nrnzxdde+CxW9tZ/1Of6R5vfA1z+zHv9c+33ONOmLPUOl8d3/Yy4tZaH8tUUkhj9IV8wgpgLTyMhakz6CHG7yJ28cOfXs7vFp2e9LbMzTHgoN4S8BhntYYQO1+fUh+RRP38bJDrz3HkgxOaO2nWLK1Fy2IvU3a6vAi7pWPeuZ1zZR2h1zvWXy3VZ9ZDmAALLaD/0pbTj/Xa57Zc3fL9pfnfWUy59w9lp7YMISe23KeJw5uZD4raxCYNpEeDZhBD4RH0MY936gjOg0mFx0vqjdNqeZBczbqnv0IHX+9bYPFdsRkzrn/gu6OWQyIHOd69Ww4aSR+xGEkXEn+WPN24EvqTafPsqRtQ+n5x1uhN55W49tf0XyyqwVeQ2p4oN92tc/ZVzSfdGmHVvOscserfUjeddOlA6GcSCc8nHY7oyZejKU1A4+y1At96ZXea9Whexvh5f2wvD5slXts2VOabwbVIOhCAYsMTqVWn1DS4tsEL/6FMr58OD1n1BGPIZfFMX/SoqSQiua3lZm+j2nWsl1qj59G0VPTI0kDbeI+LgmMaKBIDqJ1OLh3iwpieFedVriJDTuzUPqy8zme4NrEBtfcKO2SupPC+29YuuF/JqsWY+Y/fMzIYkwDUASLzfmv3LtfxGK8HcBqkzN7LgB5rfY5epv7ScM98hZvF5eHVvCQS2vZsI8pWM+3NCtsYaR5y3kWP1sCk2bSfX57eI97Y0jd5LXKkB/CScP666WfFqxSJzw5UTr6gMTZKX/Sxia5X0yJIM3ll7jpm681S8wDpctzYbHl/e5tFf7zWIwMHTNOf43DYvtFTyEQQjTo2OttO+f8zV9yLkEQBEH4d/ZvkzwBgMmck/Kq/OHMp5R7VwEYkkTKG++TNr0zmp7aVsUDxrfBcLqW+/dOpaUR5Ty4yITaGAolSA9X3rdstNHKI4qvl3b3+FIZzebL69RMz8L2GgRX3yNtOuKCHDKCnj/hhJadZ3Fh76kzenGQkvulDfOf0nwbAIutxLU4aJLu+YYtV2MhADKsWRmb/0+NsBjHAlBgsf0Ei3Hix8qkc3cv/brCZM55GMBGAIOt+sxwAF8Od74xbYEmO+gsSzrai+Yu+FYZdSKMNluXaj47B8ALFtuun/XNrCn0ULIE1j2NFIdMkw5fOcETZzq5oflddYY2lZSQEfSM/VXlBvcHmjeqfOEcsVIZf3iidDxiqTr3+BhycvxU6YD+OOt0OZfHHbhTyunHCNETUPWwmqqfKh3qYVbuqbhe+qmlggWF96V5zaFoiHVBV2uAK/h9NaNqqHTZIIHldycFg9qh9ZxTE9qN1MGOstS8MNIcPJ4eSz7HEuqrEOx7SE19+37NpocImKeaBbQm0yqcZfFBsaRGl8eiLqmQY2XCSAmPKDnBUzx+cLQeYWmmKgQfBNBqzcq4z2TOeQDAh9asDOVn/RBkzcpo+Af93wfAZVhsbf+n+/YLmcw5/u9p3l5+v+eRTdmapSk+xDEwmtTPy2UxK75Xh4cGEVvsN+pIRyt81m/ULJz3JRu72QBnyUI5e67FM/fdTGlX71YYIvawXm/0p5eGDKPnd2iI6lfBAp/zg6PClzonXFRjr48jNa/a4P1+FG18GQCFxeb6Pdsp/Af7jWaeCCEEwCoAjZzzR/7V8wiCIAjCf4J/q+Tp77IYwwH4AHBUsKCnm+A15IiaVrVKncCflb8c60faynex3g0fq5NLk1FW8rzm8wmveq6/PEU+UvmRMnmQE9rcbrRw46ea185W8hCridYMR8fmvPWw2M7BYrwOFtv3f31ZkzknyZqVUfB/jFUCMBcW22ewGMMA1MFiYyZzziQAP1mzMtr/6hrDAJwJR4P7SNbc/zFbYjLnxAAYYM3KWGMy53wCICJfd0uplqgKgMfsXHehr+uDip4k3zCUXrBGkvrp0ahlDfCzJ9OKVZU85BYVdNsOtZe0SLN6yFE1tcVI7LZqHuj7inKD+pzmq0NPee7J36xbwLeo/eca0eYVQ6qrL/JY/wg0knhSExhAWv2cXINzPNk5SjqRzzkdwkFcdQhwtnPt7nDSNKyYh/l4w2lnBAEyZ7yMhymN8Dv7vTIkdpH2q+gDapfC3vQKr2CBJk5IzU7W11fLPVRP3BUG4vEqZaElpQg7t/3leQ+ZzDmTAeQAGI2O8sfBAPYD0AHobs3K+OCv+vwtACthsZ3/Wb89BuAta1bGrzfALUYdgAAAtQDWwmKbDouxJ4BeAD5f6rnpvUWarz5/3H1f1zr4PWaAK9wP7UeP8s5JX2uWhnpA6Qpl+o9TpCPBcz0LUt+Vl5V9qk6wXifti+lKitq1UGLfUK8vnyPt+XacdGrHSmXCmE3qgJG30a3OaZqjjQCaAZQDOANgOCy2V3+1tgl/fP9/zZPXz951ALj7lxSNIIQMQcfv53l0bPIMAAs451v+1XMKgiAIwr+r/4zk6a88sOBZfQ4bcJc1K+PdLubvBxrRdoMXcTnukzd194Hj/lH09JgurpVhV/S3Oj9QJtsPsHTvAyy9AcAGAIPQsa7oN3vU6ZNFN2xYow5fncdjS61ZGf9w4bTJnJMIoPSfqSJnMudoAAyz6jNPjHW9On+evH5LLQ9cqYHH3sx9wqJJfV0iqfANgF1uJzrdLPfzPzLQoT9qnohby4aVhaBp63Dp3EQ/2KP3su71PWkRfUuZuXCR/NWsAyzdO5FU6NOlEhSy8DgPl+Qo2ni4gfvGF/GIvdvV3uPzeMyujzRvk91q94mVPLgljDY1S5wpLsid+0l5mlIWakilVpsL2qB26JQXPTfPf0T+4c2LLI6f4Um2JfLnYSoAN2S1kEVJZTyE9aAF9avVcWWdaWnec8qd8teaJW03eRZ2/1q7dOf17uduAPABACOAKgC5AJzoSHz9ATRYszLOwGL0gcX22+/51JEM3w9g+UE1dX93WvQxA039Vhke9qmaYXtPu2xfOBrm72fdLn+hjvV6Svr6wDvqLMfd8pZv2rnugB9a6pJJVcQ+1s1ehaBzA8mFUfcrj9XPp2s8PaTC6J9Yj/NzpP1vxNLaRADWY2rK3V+qY0vukzYe6iKVtcJi2wwAG56dsCyKNBzsQ/PzYbGd+c3bLfxx/A7V9gRBEAThj+w/Mnn6p1mM5C/7Mf2ern/m1RkvaD5v7/TCpW2wGKnJmX0vgCsAwqxZGV/94gtYjAF5LPrJd5XpFTtZ78KupGjMYs0Xsd8oI9dSsNcSSNV323h/TQia+29ig9o/ll9JaOD+xTJRfgwgbaO/V4ea7pG3rM9n0TPDSWPha8r1G56Wvwm4xGP73iD9ZPhKGZM/m+65qQYBOw/xrkdfUm5uPaR9cGwgsa2v5QHvLVNmfv2k/G3UanVcr0ssdt0U6fDgLsQat0KdavWDo7Eduj7+pK06CeVhcbRGEwC7XI1Ax0Z10M0zpP2fxZFazSk12bWRDdw4QTp+w9vK7NcqETwIgAlAzmR6uOshlhrTCP/30FG16x0AuwBkAHgOHTM/DmtWxlkAMJlzogDEWLMyjvzivv2fff0AOhbBtwNILmXBaQzU3cB8rgukbdunu5+vPKu/z7jaM9I9gp6d0QA/bSixRR1jKbw7KQzI9Dxb3pteeYeDz40n1emUqQ0j5XO6fB4ZcIR1bdzB+rhf17xX97GSYZ8qHY7dxvpvPM0Ss2+Ttn9/mHVZtl733DcAtgOYAWAkgKaTLPlEb3rFAGAqLDaxGakgCIIgCMLv5JqWKv/NXYPECQAelDfo2rn23lnPvHkfgOsBfA5A/VUSJwCw2JrGu19dcZilXWqHLvc4TzW/r0x7dzUb16uflHvCRXRpR1ha1ATp2IfT6P5vAkmbly9pT3tRuXmQm1Ov+fI6x4eeScwF7blbPc8cquRBkQPpRf9XlMx1x1jn5hXqtMtexHUuitTbDNzR9yX5k/s0UNJz1P6vPK/c1jyWngwJJK07GVAzQToeVs0Da55W7vluNt0XdZynHfuejVwcTFqKe9ErTS94bn1rgue14ns8T1xZy4bff4tnEYa532nfzvsVTZROdN2kDrpwn7zhnin00Jnn5FXZvnCED6Xn6hrhDwCVAO4EEJAp7eyCjkeM+gPoBuBekzln7tUeaQRQ9Kv07X/1sTEEFuN1Z1l87zwWeS+AHQDG7VW7n/lYmRTWWy465ebSA+s0i9+uYn5DFCKP0hElNYw0divgkf4W5bbaBco90nx5bao3cT41TTrY0wdtRlCQ15Q5ij/a2I3SritT6KGKLOWmbkbi6J2tjHznTmnLsBH07JPvq9PeWKhZ7bjEYl5s4j6PpTpX3gBgH4DQ15U5E7eqve/crPar/lXbLAiCIAiCIPxDf+yZp99bR0nqUlhsNVOfeee2lzWfhBfwyIvTlmzb9PcOMZlzwqxZGTX/4vUegsW2/GfnmrFAXv1oBQsKGCJdzFui3LKpnhvt/enlSbdK200qaMs5Fu8zhp66WMZD5uZyU50fsVtvk7ZV1nP/UQ945me/LH98nY54YgpZROlmNuimtWzYKwPpRftUenDQBWbaZCJV13WiZc2nWbJtmnRYXerOrM2QjiaeQ4I6lF4o/UoZ45gt75UnSCf2v+qeHbST9Ro1QMp1PiStbTjC0rzeVGa33iDv7tcDBVXnkLitlvvf6oFG+7k64cXn5FXXecFV5U/sa+7zPPbYo/L3UW8p17UC4MmkPPkKj1YA7ASQByAeHWt/PrRmZdQBQN3i2Of6ut5/w5qV8cuKRViMsVev0wvA524ORyUL7tQC71YtYXe2csO0vlL+lPNqXD8XNG0FPOoUwPt0I0XNH6pTzjwq/xBxhKX2KOBR+pH0tFUDJfpdZXpTd1JgGCGdxXo2tPhLdXxjX5Jbe5e0eVYMqXUX84gaA3H7+sDh/7Jy00Z/0pa+SPqC7WHdEvbzHt/vYT2fAKBfKb8SHkDsbweRlpWhpPmY/vn6c7+orYIgCIIgCMI/7Y898/T7qwTQajLn3JIp7bh9hXvynGrmP7h6sWluH/NXs2ExxsBi9P6rY4aazDm6f+lqP0ucAMCalbHuJeXmL1exifPv9jzxVCkPi3VAf/on1vODZzx3HchWRkXWwz8AhORfYKYzfrAbLzHTwcssrk8VDzroRxx98nhMxW3up2/2Jk4mE/XNN+UVXk9KX/fZw9LtT8rfDI8ltQ2RpEE7R9pH7dzQOY7WhGuJp3gGPdA0jJ6/VIlgYyP32/eTkn5/HfeLWql9PSwNxUnZ6qj2MNKYHE4avapZYOUpnpK8Shn3UAqpOGSEvckL7TEvKLd+vEi5w/cyi5sOwHufml4fjsbIbqQw0Yg2AqAGQBqAWwFkAlgNIOov7b/A4hMB3P4v9eV/9anRBOBGAAcATAGwTQI6n+JJvjvVXj6fKhO+DiQtRheTRgaQZkSQhoYh9HysAR5tLK1pf1haO62YRXy2Rh1c+Ij0nWTnem+L55ZTs6V9ugnScXcIsflm0KOJ90ibqgbSSxHPKHeX72S9PQd4t5D3lWmHCnj0+lIeZnRDtjugb2mE8ehgeiHxPc3bb5hIVR8v4k4NIi1PD3Mv29vZtarNZM658xe1VxAEQRAEQfiniZmn34hlwYOrfeDoNUo6E3uMp+avVsccPqB7ZDWAdJMz+xiAQGtWxu7fKx6TOYdYszL41ZLpuu6kwPiYvCZ6tWf0xFma/YWXWKxuOD0bGkjsBWvVYfvPc9NtfUnehZl0f1g1NwYl0uowP+pyveeZ3Gwi1aSKB/n5k1YlGM36NFpWFkJbs+uZb2If94eyNxyFe7WP3BVA7G8TwFHP/YYQQuyrlTHfhpDGRyfQY9jB+oWmk6LUSzyu8gqLqjnA09UHpPV1y9RZcVd4zCoAN0ahzjeG1IY3w9svj8fqCXjNs/LqoBIe9tbn6oQKdGwgvAdAMoAu1qyMz0zmnKnWrIyN//OGGGMARAA4ASAVFtvFv9lRFuMSAH3QUZgiBEAXlaM2j0UVBZK2mBoesM2XtLXZuM8tcbS6uZ77B21V+xffL6/rma9GlviT9rA9rEfLQHpRV8zCAi7wePc46ZQXBypb4RVaxQOLmrl3XE9aWLfIc7txpHRGvkva6vxYneg3hF5sdEGzII/HvtSL5IV6wcVWqDPsw+m54lau/85IHKP0cCcOl84e6ur67EUAbgB11qyM339PK0EQBEEQhD8hkTz9xkzmnGBrVkb9tY7jr5nMOS9/pHkjYKM6cIov2tp60kLr68qcTq/L7xkqeYgymp4MssNQ6UPatRyccUhKEFr8G+HjsbJwbSMxej3juXvxB5q3532hjv2+H78wKZQ26T9gMzfMonvGd6bl3gko577UWaAj7K3PlPHjb5e3jz+vxu0+x+KHz5H3+R9WO7uiab3dRGqLPlCnrO6M0tc/Uqd8eYSnzQXwJYBZ3mh3q6DGW6UfQz9Up5QCaAHwNDoSpsHxpOpKMY8IAfCkNSuj3WTOSbLqM8cA+PK/7fVkMRre8FyXUM5DSt/Svt8LFtveq/3gB2DEfyVcFuNLAMajYz+co4xjjJuj1g4fXyOxH6UgF4p5+IRNar9oArJjJD09oRrBV0aSk2m5PLaqhEeQOFKjk6Doa3mAmkzLNRxElrmqHmRp9rHS6eBqblS0RK3XQQkrZSHuNFqq/UwZ116OMM2t0o7ajerAkP70UoMCGcd5J9+utOSzahYw0x92ayytfW6QdDm0kgfGDHK9q36seT1MBU2+z/PY9VZ95jVb5ycIgiAIgvBnIJKnPzGTOacLgCB0VHFr+UqzdFQasY54Ucncl0zKwydLh+UyHhrRi1wJaIF3VSUPDDHCUdkOjfEkSynO4UPip9EDrjRYeRStCwJwZYU68+b50g8Hz/DE1Z1JWboB7t6+1DmhnWvnNTB9jAeyHC81BgO48V7XIyNnyfsSxkmn1gEocDD5vI4oPya6smsAVKCjlHIPANUALgBYBEAC8ACAniFo/v6o7oGJlPBcAO2w2C78o/bev+C5jFMs+cyRrFsqftYHBECQVZ95A4DvAFwCUOVhiJEI2t0cRgfTlXhRt0FPeVUj8/ap48Y4CazeykKr4khNTwP1lHvB4adCDtqp9m4fSM9rmrgf38H61mbKu/x80UY4p3pGCHzQLu9X01rSpDLSyP1dYWgIbIaB2bhPeyUP5rUI0gyXzupkrirN8NHGklrPVta34gJL2NIC74qzPIn0Ivmd3JB//OClF76BxTh+uuv5+87w5DmndXc/2dP1cc5fqhAKgiAIgiAIvy6RPP2Jmcw50nHdvJ45av8RFuW21Tq4dfGoestI2iKnS/uTJ9FjDV+xMcQXbfWD6YWEFuZd7kvs8e3QG6JIrbYVvraTLJmn02JvxrlHBqf1MJ5wcymxOy1SOOBtIO6mRm6kYdSmAIhER1LUjI6NOt8FUHz19WYAkwEcNDmz/QD0sGZlrDOZc4IBeKz6zJkA1sNiazKZc7QA+H/tjWUxGtCxOec8WGxv/83GWoydAKQC2AOLrflq++9Cx2N8gVZ95j4An6JjY17SwmQ/byjMA+g0gEYF2vax7pcu8PhdE8iRKWHUFnuFR5+NQV1CPYxqEikPOs8TlXVK/2MvaL4caWXhpJ3oGm3cqzmYNPv4wGkr5uGxCtE0JqM8sgV6RxBp827hOhZGbNBAoedUU2sL/E7XkIAux9RUTTot1EWg3mWidbt2s179w0iDN0BrZKhLDcQVmbFkx2sfLspcPYEerX1PmV7+LRt1CUCRNSsj/1ceKoIgCIIgCAJE8iRcZTLnLAtHQ6dV2qxdOeoATSGPKi7kERnTpYMthPMbj/POCuUKnygdcxbziLIe5ErvXrSAvq9MPjqQXtLZoS8+yrr0u1X+8acTaqfg8zxhV3968dlUUv5dBKmLz+Wx3unUul9H1HgAjwLoAYtt+9UCGrfAYvvgFzfCYqSw2Njf+SwNgB0WW+nV9j4KYKU1K8N29fPH0TEDl9rGZD/CFcqIRqtAUpu4d2EYsSW2wks9oSYrw6Vz/i3Qt7m5zhNCbP5XWGRjKGmWCliU1E0q1m5R+1nHSielz5SJQddJe73s0LljSL2xhRuaAqiDV7IgrzXq0IpkWhEUgmZDJGlQ16lD2Gxpn1aCCg7wZvi4XVyr1sHfuzNK2wOpDW94rq/UU8+6ifR4z8s87s1zLH75JHr0kzHyGVrJAs98oY575AN16iwAtwHItmZl/PYbBwuCIAiCIPyJiORJ+IfuWPBCzwn0xJNbWb9YAo79LN0wlR5Kt3ON9X55k87KwzUHWLeyh+V12YU8YkFXUvzhNtaP3Lx03bOnnu05rpyHDmzmPgFHedquQh6Z8Ij8ffqEJbvu+rXjNJlz5gN415qVof7dL1mMd8Ni+/jq94k1K4P/1eer3Jz2IWC+hCPcBdlugOJj41rFn7rza5hvqgMGns+jHH5oW5pAaxc3cB9JA0Vuhff5RFJp2qr2axpOzwYd4l1rE0hlYgpK7TqiGC8yky2SNHj5kjbCQKV8HsNkqDSZlJM6+Hv80Ebs3EvihJPLzNQcTFpkF5f1PsRZvlKZWPKk5ttUJ3SX73fPbyhE1J5X5Q9uL0fIxQC0tjNQT2dStlsD5ZkeS073+7X7VhAEQRAEQeggkifhf2Uy5wwB0BPAWADWJ6Rvmw3EOe115Yb8duhqDHAOmSPtXZFKrL18iLN0snT0FQAPAuCrlLHhi5XbF12t9JeEjuIMn1zL9vwtJnPO43u08/vaub53JKkrquZBvg7oIvpIRSFuRs+X8tB0DVHbHVxrOM2TGhJIVcBlNdrWR7oS2omUK3tZt/Za5l83VT4cn8tjPN1IsZcd2lYdPN4AoTI4DqmpSiotVhToNDIY9RBCgtEKDvBDahrvQkt4DQ/AWZ7YOJSe1amQJYATBTJC0ax1wFCjJ06yXe23eJp0+LVWGHI2sUHhe9Rub90s7XwnhVbMTqEVl9BRvj0NFlvOte5XQRAEQRCEPxKRPAn/FJM5JxzARgBfWbMylpnMOTI69kHaY83KaDKZcyIADAUw6OohJwGcRscaon88I/RvonVx+ODVyqgxd8lbnlQ52ii4RAGjh2j2N3MfeQ9LrxxDT02/wqKlMNKo+BGHxh92UsqDPICEUyyl2Z+0+UrwVKSQ8rgg0kps8CIKI8SXOkk717n0xE0BVa7mwYqL66RiHtowWLrsr4BK/rBTAqrk84hqBzd4h5JGfwapIYi0Bp5gyVe+V0dsvln6cbwGzKcrtW7P8swJ7yGX5IaiSY5E3bSFyl3XZ2uXTm2D4cIN7mePXOImkzUr49C17ldBEARBEIQ/CpE8Cf80kzlHtmZlKH/nswcB7AWwEB1V64qsWRlnfsfwfh0W4xwAKuN4j3fso+RdxQPd+Tz6vI47+3emZV4fKlNb5str/erhX+rhJLiF+9jPcVNAV1pC/WFXvIgT4CAyPJSA2PIR52pjWv+R0lnvFhga7VyvCyategCkkftyB9cyA3GySzxBSSGlTE+UY36wj1Y5UR5THsrvRou0GdJR009qt63TpIO9VyqTjgXTFkUDFniJx93+rTpy4HL5nUVvqHPusfJwjRecYQ7oFQDl1qyMk9e2QwVBEARBEP44RPIk/Kl9uCjz4WRSUaSBMuMWz4IFVn2mN4A7ASwH0OeSGv1pAqnUnmHJqp44/Rgk+0+sp/1heZ1joutl4y3SDo8PcWgH0YshjdzPTaESJ5dJFG1qD0Srl4dTVopwtRWG9lwWUzuYXgwwkraAeubrUgjUeFLnx0BVN7RuDt5YwwMjvdHOGYgnAHZtI/eBA17WYNrkr4OicUCnc8CQ38CN+ihSn7+eDdk2T9po2M+6XankgSWTpKNj/Z+ves1kzqHWrIy/XTxDEARBEARB+JfQax2AIFxLLys3rQkmtjG3eBasBFD/o9pbC+A9kzN7ZIpzVeT36vAdbfAuSKIVrSdYatmtngUnJktHGktZcOR3msWhs6S94T3JlUAtXKqJVNF67t+qQFPSzvX1TfBpAWHOCFKvV7hM6rkxupIFeGvgkapJMA8mbT4uaNplKFIND6B2rveLJTVuiXC1igdoNUQlPsSpGElLaC33398CnauZ+zgDeXNKHovERWbSF7OwURLhVbk8ZmLm0vVn/ImjHyzG2wE8bzLnjL7G3SsIgiAIgvCHIpIn4c8ucar7xbXLNO8+fFw3L+Eg67Lb5Mx+CMDaYNgqR0hn/Y6xFOUkT964TL3um7fldxPcXEpph07LidRez42OMNIsVbMg1zme1NaLXglMoDXx/qQlvp4bfUt4uFzN/B2daImPBmpJMqn0UkHpXta9xA8OqZSHalvhw6t5gFMHxc8NGRJntj60QNqpdq/8kfcjXsQtFbHIfjquKsFo8a3nRk8XWpY1VjpZ+bTmqzMAznUiZa9cbc+TAI4C+ABAyDXqU0EQBEEQhD8k8dieIPyFxThmnvthv0vcFLdNa85LdX3uv087P/oSj6ubIJ3gFSzw5mXKjJTp0iHjYZYmX2SmXBDSKQjNmll0L/cnDs0FZmprhJ9uND0puSErgaSVtnMdz+WxMMCtfK6M8yzXLvf1cAoC2FUitRxW0wIHSxe5nRv0+1lX7kMcLA0lxA0tjNTh8UEbKWRRRE/c1V5whV1mMVtHyOcbDES5WMTCEjhIQiKtPgPgZQA6AFpYbDXXtjMFQRAEQRD+eORrHYAg/Nuw2Ha+D6CH+ZtOAJoBtMW+UGCPBQCLcVAUbSy+wBNeDGYtb15icU2Pyd8Pmep5afv1ZNdADeE+zyh3N3ai5aycBzu9WZs0nJz19SZOaQ/vfnI365W2RPpEnievlzVQCCNatHGdvoBFuvpKufIZFl/fkxbLU6TDkg4KbYY3ed2TkXsTdidoqae9AiElo+jZlZzzMUPliwcMROkG4NJGNvidRFKpT0Q1g8XmAuC4dh0oCIIgCILwxyZmngTh7zCZc+616jM3AggEQAD4AIh60n33PbfJ2yIOsy4tZ1iyHIbG9NM8ubWcB7f6os22WvtSTB6PtftyR9wB1sWVQCqlRhhtGdIRjZ171WmJK2o366kfQ88wAxzqaTXRnU5Li35Se7DuUqHRn9hPbGZD4tcqQyOWaZb5h5CW4qM8tWaMdOY+ALcDOAWLbd217BtBEARBEIQ/I5E8CcI/YjEGAPA1ObMTAQwHsBTARwBeAeBr1WcOHep8I7gPLbCPp0cXxZJaRzBpIeUIeXCtMjTThziHeMOxqispnnuBmepvkXeG27lePsuTrvijJSqQ2A+1ckOqidbW3+hZtO9F+ZP+gbBHgJBj49yvvfSD5jnf3lLBHbDY5l2N53FYbG9cs/4QBEEQBEH4ExMFIwThH7HYmkzObDsAG4ClVn3mfQBOJpGKqQ9I62sAuD/Uvu21jg19W0vUkztZrzvPsqTSee5Huw2Vzrd+oE7depJ36tMKb2clCW0/wTq//ap64+IHlEfzA4jD9bxnrtdmNghfKmNan5VXV8SR2i4N3NeTQisc1qyM3N5LTh4HsOdn8YjESRAEQRAE4RoRM0+C8L8wmXMCAYRYszLyYDHqTM7s4R9q3vSMl06UmpzZtT9pHxsc/0Letj7m7AUn9PPeUDjtkeRaHQegMYMeybhB2k0reNAVs3LvTADjAZgATMvTzfXSEUUpYOG5nyoZGV+z0UsBlFj1meEA+sJi23DtWi0IgiAIgiD8NZE8CcIvYDLnpAGQrFkZ503mHI01K8Nz9f0QAPVbtOZxz3juOnOWJ42xZmV8dfWzrgAqrfrMGABVsNhqr10LBEEQBEEQhH+WSJ4E4f/AZM7RWrMy3LAY0wDEwGLb/k8eJ1uzMpTfODxBEARBEAThNyRKlQvC/829AJbDYrsE4NI/e5BInARBEARBEP7ziZknQRAEQRAEQRCEf4KoticIgiAIgiAIgvBPEMmTIAiCIAiCIAjCP0EkT4IgCIIgCIIgCP8EkTwJgiD8NYvRcK1DEARBEATh349IngRBEP6nhxyLQ4qvdRCCIAiCIPx7EcmTIAjCX9mnpm+qYIGhQ5/5LPZaxyIIgiAIwr8Psc+TIAjCX5nreaYCwA9BsE0A8NG1jkcQBEEQhH8PYuZJEAThr1izMlpWal5d8KC8Pv1axyIIgiAIwr8PsUmu8C8xmXNG6uAau0j6sjmZVvoNkHKXwGJzXeu4BOFXYzHKAEIyXC/em/Pyg5ZrHY4gCIIgCNeeeGxP+FftnUoPde0v5b0ocUXPOXQEeNJkzvF/Sf7ktUx594Ow2FywGJMBxJqc2REAfrRmZdRe68AF4e+yGIMHOJfbDcT9wLdafx3hap87pK17dz/73YejpLO7YbF9e61DFARBEATh2hEzT8IvYjLn9AOQZ83KsP3XmxajHyy2lquvKQCNmJUS/t2ZzDk7HpPXlPUjlxq80H7PRjaknnIWFUEaGifTQ1KI1DZnqOuttv26R22w2K5c63gFQRAEQfj9ieRJEAQBwPXPvHbMIn+eEE3qjPXch36rjFLTpWLSFUVOA3G7l6g3H5hIjo8tQagqgRTdo9kyDRab9VrHLQiCIAjC70ckT4Ig/KmZzDkkCnXPrNS+NsjKQrV7WffUTqSMykQ9XMiiim+WfpyoI+62Ch4aC66GxJB6/MCGk91qz7faid6x9eX7n7vWbRAEQRAE4fch1jwJgvCnYTLn6ADcBYBYszLeBQBrVgYH8FJ3syFmo3ZhhJto+T7WrbQ7Ck07WO9ZN8k7Q8a5Xwl4T7O8oTfND9nMBh5bps4i90g5M2JJTQ5w/zVtkyAIgiAIvx8x8yQIwp+OyZyjs2Zl/M11eCZzTgKAbtasjPWwGLVtXHfDePcrY/uR3Hlr2TAPgHQAVgDN1qwM5XcMWxAEQRCEa0wkT4Lwr7AY9QB8YbHVXetQBEEQBEEQhN+HSJ4E4V9w54Ln536seXMMJfjIzSUNA7HpiTIcQC0stq+udXyCIAiCIAjCr08kT4LwTyp/Lv5lK484k0pKJmnh6tnI/SLWqUOL5so/plXwkDoK1hRF6v38afva6a7nf7hB+qmwhIeOGkQvzIoija+Mcr95AcB9Vn3mp/vVrs9/oE55+auXzI3Xul2CIAiCIAjCP0ckT4Lwd5jMObcA2CJDMT8tZc8aRU/7q4S4FC77BqJF10R8Gop5ZEEnlHd1Q0IoaTwURNtjGYdXvhrhSym00aTOoXIaCNDSHNZXO5Yeb/OCuqEcITYTqTFoiPqSyZkda9VnGgBUmpzZfaz6zMMA+H/tlSUIgiAIgiD8WxDJkyD8LRajz1alz8sXeELLLGkfKlnALSZaS4pYWHMIaSkIIc2JVh7+jRZKcgOMdbvUbjePpmeUkfL58zamG1wH/0ZftGsLeFRbGikxnGUm6zDpUlwr04dIhLfuZd22eEBCxtJTnep4QJiGKJWHWNcyDzSnMuXdXwJQANTDYqu/1l0hCIIgCIIgdKDXOgBB+LdiMT5w9VXbWjbkmB36UydZco1KpOM64sk8g5SHdET5zAXtt0GkdVorvOodXLfrOunANyOk85cAPGWkriXfqqM2blP75qWSUv+TLCV/kJR7JY/HfKGnTlcTvAsH0YtzRtGzw5zQhvmRVvUAS39tlHTmq0n08G3blN7Zg51vh+WzqJuuZVcIgiAIgiAI/51InoQ/PZM553WTOUdz9cdPTeacQdvUvm8H8ZZRz2u+6DNb3v+DN1yDtVB6Piyvz02g1Zs0RF01w73ktps8iz4LJjaPjniMHPgYwFMeTr26EOtwPTxpvqS95ARPMbigK3/Uc3+tgxtOl7MgdpnH1LmgKVcgNe5ifU9vVgf4/eAZcrsMtSqQtGqf1Xw5Z5z7tapr2S+CIAiCIAjCfyce2xP+3CzGEcuUGUnzl37+yc/ee3yM67VLC+Wv0kdKZ14H4P2BkjEniVRVj5FOVQO4YHJmy5l057ND6XldEq04mPzC5e//cvjF57q9e5HFJVSywItRtP5KEQuveFr7/YQSFvpTOQ+ePFi61KmF6S5eYTFSL6kgdi9LZyZSlRaItrKnlbtrfNFePU46YYsltWsLeNST93seedqqzzTCYjt9DXpIEARBEARBuEokT8Kfj8V4D4BsWGx2ADCZcyQAEQBsAKYD2AigDcDQB6V1457QrNmOjk1RYwAMAvDtF8rYl26RdhwgBHu+VkbGeEAHzZV3aYa43q7OpLu6jKEnB3sg/xhLahu1xJOuI+qBHKXf8GRa4ZVCK17gHCsf9Dx00wrt8i0n1IQXDrP0nffLm4ZnKTcMy5R29Y+nNRMAmCe7lrZlSEc98+RNWwDsg8UmfmEFQRAEQRCuEZE8CX8OFuNgAA6TM1sC4GXNytgHi5EAkEzO7O4A+gPoCuAJa1aGAwBM5px7dmkfe5ADHybR6lIAJ9CRYN38gzJoyFTpiEtDmAHA1mIW1usxz7wNWZqPPrRzA4+jtd8Ncr27P1d3ayQHJjbDqyGIOAK2qr2DJkonfZxc3qQnSuxGpX/cVPmoHcDrjOPF7q5PFm7WPhMZRFpv/lCZZEsmle+MlU4sMxBlOSy29dei6wRBEARBEIQOInkS/pgsxhgAA2Cxrbn6swyAwWJjP/tOKoAoAKmw2JabzDnJAJBBDs5ugc++cNrklrg6aQg510tP3OEETNuTFrX6kTaviyyeNHGfQhOtdn+njgyZLu03ergUEEYao+vgv0cG30vAn9+i9hs/ip75ZoHnrs1f65bIr3gy6VDpfMAJlhJ4o7S7zURrdwMYVaoGVzXB1zbN86J/JOotL2k+WjmMXiimBDnfKMMNZuXeamtWxk5YjEEARsJi+/6vmywIgiAIgiD8tkTyJPwhmMw5SanE2m/ryw9kX/15MoCfrPrMdgAEFpv6Pw6yGEcBsA5yLrvxUNZtL7YvDn7+a3V08nB6euhJNaXKi7gkF+RTo+jZ286yhKp+9FJkDQ9o0BAWXMf9PZU8qJ6D2JrhvX8wuXBLO3TOah7gKeYRBht81RukXVI79E0H1FT/vlLhNx8oUzyPSmuu3817NClcpuUI2VPJgs/eK296aJkyY8/zmi/sJ1jyWApiG0QvdNLCnR1KWxs/UiaNSSMl6y7zuMYLLH7PMu2KGQC+hcUmCkoIgiAIgiD8jkTyJPxxWIy3AzgDIMDkzL4MoNqqz+wBwBuAkXEEL1ZuCxpJT4/5XJ1wayKpvPFuafPAeu4Xcomb7LGkNrQzLbWrnJp2st4lJTysx3B6dn8ImseGk0aDCoJG+DX4os2PQ2pdps5iG9XBxY9J3wV3JiUhIaRFiaANZ6wsLO0R5YGd32ueH1DPfYOsPMy7E60sOs8TauJR3ssbrvJaBMQ6oK+r4sH73lOn9Wjgfmu/1Tw/L4DY6yWibnjGfddPj8lrzN5w9l7smVtwt2arqYhFFl7mcVemSIfsA6XcHQAqYbEdvXYdLgiCIAiC8OcikifhP5rJnPO4NSvjjb/3+bwFz732vnbZ0wC+WqWMbV2uzExfolkZnEasFXtYj4A26EKTUG5PJpXGagTaWuC9t5BFHu9PL929g/X1CkWje7h0trMW7obZ7hd2bNQumuyCJicMjaZP1Ym+c6Udpmbo/XapvdooQBphrJkuHciv5QFjTrGky7tZr5ix5Ji7Jy2CFRGHdHCPTiBVygLlzqKx0klbCG/qPlk6ErhKGb8rVSqLcnM5qgst2tbGvYfYoccWtW/bbGlf5U7WKylT2q2/yE0/hKC5XwGiDw+n5370fr524+/Y3YIgCIIgCH9qInkS/qOYzDkPA1hhzcr4n4/h/ffvUQCT83W3ZKS4vrw0iRxOvUXeEbdWHeqaI+2JTSKVBevZ4LDVypi8fjSvvxdxGrazvu9s1Cy8X088b59SEx9shZfxPWW633TpwO7rpH3dhrjfObhQXn2qOyl48RDr+oGBuCamEmvMZWZS+9JcpYoHt37DRtJOpCz8OmlvWyP3rW2E32UTqcoIQoujifthH+t2pL+Ua9ByV6IXcTurmb8uiLQYV6vjGCW81R82Lxng+1j6oihS3+0eOWdmG9dpy1jwkT7SlbF7WQ+ridYYylhwSwP3a/QQ7Y67ln6z5PfpfUEQBEEQhD83kTwJ/xFM5pzrARwEUGnNymB/80sWY8905ye9Ekjl2bM86RyA0QAeBRD1nvymvZn7dO8uFa2VwLpsVgcefUT+4eRtnqfi5ktrezVwn7AEWmU9xVJKkkjF3VU8oHo4PeuTz2PyT7KUojvkre5lynXBnUhZuodTVzhprNvPuqVHkRpmJK6Dp1mCKZWWRROwc0Y4elfygOMjpfN9vlWG26ZL+7R6wprsXB+WQKp8jvPOvA+5TBvht8UFve8C5a5LWfJH0/ay9KYupDiimEWcO8uS+oRILRdLWHhMCBp9x0knZZVDF0EbK4vViPzd6Gk4xxJCCnl0aTN8rQDmW7My2n+v+yEIgiAIgvBnJJIn4ddnMcomZ7bPBu2i9M6ktOQIS1OGL9lf+Sue38fGvSYYn6/6HgBM5pxZacRa8pL8yeLP1Ak/jZVONri4PKuIRypxpPbIdtan68uaT/IOqF3uf1ed+emrmo8+fVuZufgR6Qftx2rGTjsMBQ9K6z7sTEqD+7g//OJjzevdOYecRq1e51liXjdamLSL9Q4ORIu9mXsHTZaPLGzn2ncdXONuhlEbQ2r1BJwUs/CatWy4/JT8jbEVOo0PnK2N3E/2I+3sOOtUE0OqYytZiGOwdAGHWOq5dFLSv4QHcw1h1Afu1khSr9HCE3CIpdpd0JH1bPBpHdSI26StjuMsJXaodEFXqgbzHlLhzkvM1GmZOttvvHS85FXlhioGusCalZH7q/WxIAiCIAiC8D/I1zoA4T+AxRgCoN7kzNZZszKc/8t3hwAI60KKh25SB261krCk8zwhfbjFuAdAKSy2JliMcYOdyyZVIORba1ZG49XjCCw2bjLnjPzLqaz6zIvtXDM21bUqDkAWAAnAG1Y95t/ifibxnDmHWLMy+HrtswHPeW4bP92z9BsAVxpgvH0G3dczhtQ9sYP1bjbAXV7GQ+4cQi9e+lodYzrOOs1LRplBA9fAZ+Qvvet54IBzzNRkI4amk9p77qlBgGs762MYTC5mjJJOTyploTE+aPMfSM/7Mi4Ha+C5tQ16j4F4/A8yU04d8xufTCtIAq2KHIHTnpMsseUntWf9ecT7WaRV2nKEqD+pPUrvkTenuIisOKHlHsgBAKTOtJw4uAGHWJpUSCLUGvg7K3nw8eNqZ//J8uFuHi7VlvFQ+yR6zOcciy/pRCsiP1MmpR3mXavO8KTAofzsrtH0VPAO1meeyZzzsTUr48JvMgYEQRAEQRAEMfMk/BMsxukPuR88t4kNmn1Ee39qOG1+DcDLM12WOad4SuTL8sfJq9TxY3J57O5TunvqAol9BCy212Ex3mpyZqsAfrTqM9MAXBzueqvLXt2jzQBsrdxwU7rrUyeAZeu1iz5Z6rm50Ze0I47UhH+uTjADmKeDW+OCFgB+uEfalHeCdZr4quajrkm08gqAbwFMBHD0NEt8YoZ7yfZl8rvXT5MPHTM5sz+dSI/O9SbOI21c/+Ax1rnkemnPnCs8KroXzT9VzQOPzJd/iN6t9ohMIyUROWyg1yR6pCyMNPve75l/5EF53fhkUum7Vh2c25vkdfUl7SQYzRoNFM0ZluQMllq0Ru5wHGapmiHSRe/16uCK8fREZCkPrQlEi48XceuLWRiPozXwIw7mBaeuhevtV3ic8yxPWnUd3fVAHfdnoaSFaonHaYDbu43r3AfUrp5h8nntj2ofxwzpYNBmtX+7k2tt4+UTfodYl+ZG7lfUxH3SGSFtTdzv4YHS5VmN3Nf1tToqvoBH77PqM1sBLPtv+1kJgiAIgiAIvwqRPAn/K5M5ZzQA40vyJ4MPqGkhk6WjPc/ypCXD6ZkHo0hdfBytf2aS66X2AfTSwDru33kqPXilEy1vjaV1egA7AQwG0HOzp+8xF9FlJpPyfd0k64cLPHcMSiUl0xJJlb2QRx7XwX3rh+oUuZIHFUhgkcs07+55T5n2YT+ap39fner5SvNiewUP7vuUcq+fVZ/5WbJz1aRMabfm+Rff+c5kzplikT9fYCJVVQ4YlGOs02Ij2r4fRC/An7T5POm+50QaLUm6R97y7G2eJ4dlSj/d2MINUixqCsZLx93vqjOzb5V+nN3EDYlecLd7E1fcS8pNMw6zLj3vl9Y/6IX2oB60qDyK1CfuVHu0VJGQmmn0YEoVC2jREdXdDF/NeRbXPpieD83lsY5kUoVzPN7bD+1N4Aor56HtZ5F0uT+5PKgFvvbr6E++4aTBb5M62DZcOnOhgRv7Pu657/iX2qy+eSxmU18pr/NlFus2wt71Cot2+dNWpZBH5xu5nSfTih4t8GoPR9PJn3jPk+OkkyvWqYPnD6dny8e7X/tQrH0SBEEQBEH4bYjkSfiHTOaceADBPUjB7C7EGudPbN17kSvxhTzSbSLVTX3pJd8GbiQc0iU9cQduUAfRHrSgMA0lIySCvCIe7h9Kml/wQfusLWq/pCIetdREa7IYkFvNgzwHWRftrdK2voPo5ceXKzPUMh6a/rH2DdsO1ptEoUHqIRWu2K72fuFez+N5l3S3OzarAyafZ6bmJdpVpfPcD3sekdfW7mfpfZcqt+SEoyH2R93T6Qwob+VeCU5oP2rnmnX5LPpIb6mg6lNlQmMEafLzIs7pXmj3OLjOd6p02NHOdQGVLMDZQIy5F1h8cm+aX5qjDoh7UvMdJYDnJEuUkkhVXSkPDVjLhrYFoC2gKy1s8IUjQgInWihKD3IFG9RBrV1piY+Da2Gite2hpFm9wOKOR5HaAVU8RCOBaWWicAkcrylz7EPoOc9Iet67HZomIxzhBYi2P+W5u/kZKVvnDYfxLJIaYlAT+DmblBeOpqB75Y3+XYj1ggZKv77uD3L70VzPAik7tB6+Up4aUxopNdru9jy53JqVsfVajxtBEARBEIQ/InqtAxD+7XkAFM6Q9k+s4oFdmrgxSoHcPJyeJ0UsUvJA59UM47FWeLW0cR2NJbWnu5Hiwa0w1GqJO4aDuD3QLHRxTcpk6UjQFOnwG5GoM9wg/aTK8ESk0TKHD3E5drGeN6bQ8mcqeZBOS9QVRrSt8iP2kF7OD7qV8rCtWniCNFD6aIhy7xOa7+wFLCJMgXxijTp857fqyIpF8pfPVSOIfKcMH3ycdeq2Rh0eOtb9+p5qHljSmZb571R72U/wzl2recCA46yTxgftmgIec6ASIfadrLs9jDYrI+iZLtfLe7x70SvJ8aRa6wuHxgN4haLZpXISRcA0D0vr/KdL+6Wh5IKPHoqjGy2+bIO+ViWSZpp0IPAo6+S4gthV53m8YodejqDNKU6i10bQRicl3HFQ7eowoo0/IX9rTKelvg3wkxVIoQHEjjwWVbRR+6x3J1oe1EcqaLlB+olOlY7os+UXOj0kf1+Tz6I27GB9klu4t2cQufDmE/KazpcRu+IF5dadNSSoeTfr5QLwo8mc88g1HjOCIAiCIAh/SGLmSfi7TOacIANcxx6S19VNooejq1U/6KgaVsAiHZ1oKap5iCOK1Boauf/5FFoWu8hzx7kH5fVR51h88mxpP2uETx4H3RNIWnueYon+UaReWeaenrhIm+1Tx309OWzIzn7kcvJJ3knTnRYdOc2SAoOJTd/CvTZ1pUW3jpAuFFfywGODXO96vta8sDOKNOx7X5n8w0jprL2Ve3m+U0cMscG7uZn7fPqB9o2EIh7d5zHP/U0ArgDgAHZ0JUWPX+AJvQCs6UYKWp+Rs+dmep69slj6LLGJ+9KL3JT4tmaFz5vKTGcqKWvpL+X6EjDyrToqbzQ9ndYKA3UzyZ2LuLzeNK/TbrVH6zB6wasaAV4XWHz5OOlEcCELr3TAK6kTKXP7wUGXsesKklFmfEBeH1rHjYqLUY+v5PE+oKbbW7iB3yDt0jQTP00b17dsVgfSdBTqHVRfN1Y6Vefg2uTjLKW+lXtp+tPLwQ4YWit5UOlAerGnCzoXBdyFahhLl4obN6sDKp1E7+sNpzaG1OVvZ303WF5c/uW1HTWCIAiCIAh/XGLmSfibTOacYABzjbDrr7CoHofULr6xtC6IgnuKEN3sgE/bPjVdo4LyKFrX38rDHPPkTWOa4St1ISXNZ1m8ame6bi3ca14t90sHiOGiavJ5RLvesEoZV20gzG3n+s4b2JAwytm5MDTM2MAGt8eQ2j7jpBPDilikbZvSy08H96CtWrO2Jy2ce5ilvX+ad9q+Qpme7kvaxveieUmvaD66XI2g9d+po9+eKR3wAvAVOopIJLwsf/jRo/L3fCo9GACg1RvOMTU8qPWA5sGx10n7/a08LGqEdKY9j0VXXC/tk1ayjKZ6bqSfKZM+jSCNQYmkQvJAcgSRFnqjtLvLTtb3pVulnUVWHi4FobV5DD1F6rlf1QApL/gn1qP4dfWGH6Nog4dzbrpX3hTcxvWSB3JpsGT3trIQFkRsO6Jovc2ftHuHoFmuYQG4R9poTJbKarRQNAbu6vWkZ97OTrRSbuK+9bd6FlzMZXEaB/SdHNArAIrt0FFKGdnPurW/pV5vu8xiK4+wNP99rFt0b5o/+lqOGUEQBEEQhD86MfMk/A8mc04ogH4A7gXQFUDTc9Kq9Ebmxa7X7LUtUW6lt0g7fOuYb5WJ1gTWM191qHRR/5J689IR9MxNMagJU0HUI6zLxcNq2tFntV/d4YM29UllXlEj9/V6Uf40voYHeM7yxPZgYquORU1YHo+uGkovBn3LRn6Sp0bPmSYf9HNwXb4vdUoxqN21iQ2KvFvK6TTD/cLF4fSMrjstDBlILuvHeV6rAfDFrdK2ZcPJWXKv8phzLDkROE464e1NXD9+q4wg/aXLQzqhtKkLtUZO87xY+668LKaFG7hMFK2OKVoXZDehdJ0d+gl+aPNOJFVeXsTVUM2MeokzzTtstvSItMZ9hKftTiJVzVq4xyTRCtd+NZ368japiMToQ9FA67m/Po0WSee5yTWDHvSr4kHMn7QrVTwIEaRBsnOdq5SHXQojjan5PNI6lp7p2sS8XBrKJDe07T5od9jgE1DL/YvCSGPYOZZY34MWnWngPpFaKOlvqLN33iFv13nBqb3BvajMDu+Db2veDShjIclz5L3Hw0jzEVhsl6/p4BEEQRAEQfgDEzNPwt8SAmD41dcHABgauJ9aRUKcOWp/OlPa1/yw58HT+YiNeNjzkLWLVFJ4iiVtGUlOJ7VzbfFPrGfhI54Ha6dLB/rOkPeP26N2Jxbl9iaz/PXJCdKJizlsYO2dylOlY6WT9T7ccWWgdKndQDw+n6njd46kZ4LipZoDXnBZbtPslMbRExUcmFnNAqLXqkNjx0nHC2+ku2+u58aKx5R5s8/p7gy6j274/F5p8xu+xGFYq3kuZah0xj2WHtf9qPbWl/KwkJl0v9oEX9cRltbyqvRBuhMaX2/i9OlEyn0iaT0O8y5FB9UuU7y40x1HanUnWXL7PqWLTxP3JVG0kUyn+6vP8kSichrgA8cMb7ST5Z4Z7T+x7rJC5NBgNLn601xDMi3jqaRcP4GcMtq5Fw8mrZ5DaicEoxm5PEY6wVIMMaSqtwcajKVnu5xm8W5/6tBtVgfUX+HR8g61zzEXZKZA1m1V+3ueVu656EfsUVqitq9lQy8fZWmFj7nvDXZxTbg3XOFD6PnUMh5S9a464ysPlxoAhMBiHHPtho0gCIIgCMIfm5h5Ev4mkzlHAtAHQGcAcjCan4pEvXWQdLHLDtZHnS/94LOXpaudaMWZ6XR/wAZ1UNoU6cjeah7YabrnxcY4VBe/KH+SFkEbN3qhHTqo9b3cH7UAOHOvtHHJQHq55mHPg2+2wFsFYLt62UnBaLbVw59YszK+gcWou9717NRvdUs2pDs/mXZef9cmANMBjATwHSy2XbAYCYDIeu77WKZ7QeAz8tcJaaTksA/aejFIQRvUwe+PlE6ZS3kEjyR1bsqZqRUG5LG45r70kg8FWBvxOqrhniHfKYPb+khWdz338etHc3U+xFmlgyffykNjQmFL2KL2w0DpUlsL92420eqQVq6XfEk79UG7dj9Lu5zPTRHX0b3eElEkLefEBVraTPwCw9DI63mAXgWxEyherdzP8Z462WUgau50esBwl/JU+URyNPhGaZdhF+9xaBC5XLaODU6cJR38fpfa/aYs7cqdx9WULgFoeegCj6/cofZqBJHWTZf2s1oe8EIL9+pUgvCRG9VBAZeyZr1/DYaLIAiCIAjCn4JInoT/lcmcowEw9Rvtkp43uJ+9DsA+GW72hvzB1MMszTGJHg0wwF0RSWoTfIlLM9WztHCetNG3nIdu9HCpcrh0bmwj922qQcDich6ytR+9fGsEafK73f1Ukg8cSWUIrSrW3/ziLrXntNFL9qxJMG+ctl/3SK+o54sWm8w56dasjPOwGNMA+MNiO/QP4vQC8DCAgz9oFqd2pcX+BSzS3grvsUm0Yv5qZfSyRJSH9ZPy2nJ5XI9YUuNnRKu7gfszBzStMrjRSFqlU2oi2c96lr+m++R9qxo8pxnePbaqfXNukPaMWqsOc94lbzVWc/9mDVhwJKmn9czHtZ33K7pO2p/qhLZ0qzqA9SUXo/2oo7GQRTvO8KT2NGL1V0HlCNLol8+iGxNpZUQ+jy78Th1ZOIRerLtX3sgPq2nxa9nggtukH6e4oSkaKl10H1DTfIdIl2Yt9dyU0IdcXqGB2koIakZJZ59zcg2v4/5B8z0PeJ3iKRcBtFqzMmp+n1EhCIIgCILw5yOSJ+H/xGTOCQIwdwo9FDeSnjYNl85+VspCJjXBb2oiqcjVcZf/Vj7QZzw9np2jDuj2ljq7YZ322cFevD2wFoG3X+FRE8fT4yMu87i9/mgdkiaVn7Yxfb8XPHMXthLv4R+9ZHnUZM4J+2eSAJM5x9ualdH21++feK7P8+8qM1Z9rn21AUCLyZkdkUAqWz7UvLmiigfQVFJas5kNmtzKtdrp9EBDJQ/xNRCPywMp8ZIa2zxcOqddqty8z5e4dgSh6YVB9HLQIOlC7jG1c/5e3u2YB/TOWF7nN0k6di6Px6TdpjxT+KHmjS+cXLOkGy3aWs5D4hZ57sAcaU98KGl8vRXe819RblQ+1LylbFL75+bzuPnfaJd8XMgi9EdZ5wQV0o/daLE1S7mx373y5v0S98y9zOLovZpNKxZ67nquK7G+HUybq6dJR2Lvcz/ic4ol+9ciYAMAE4DVAB4HsNyaldH8695tQRAEQRAE4efkax2A8J/FmpXRAOAtIKPjDYvx9QfU+e8dYV1eAzDkRfmTQTdJuxJf8mSO80C+5IA+eKnnltzx0nFJD3fCDfLeFauV0QW+xOHVgxYeB/CEkTpfy0Ws4SJLeHvhwkeeXyjX+MKS+QEstvz/urDFGABgjMmZvRbAgwA2AxhnMuessWZl1F/9TjqAyAgS5NnDetQC8MBi4zDnrJxIj+5s47rORjjiP1EnHVcglw0l58P38F6BVTzwmJ57dAGkdcd23q/7FHLYer+8MboKwaO/VYc/9KT03cQ57mevNHNfIyOSiYAXjqXHy59Vbt8tEx4eifqB/rCPZ4TOr+aBA7sS6zYd8YRd5PGGBzSbQszuu865oJP3sO6F10t7p5lozbRPPBNrrpf39GkjXkvDeMO0Ch40xAbvTy+y2G53SFudoWg2yZzdZ+Vh+4ywD/FwKWm1MrL8R9bHn4EeADAJQCAAAqAUgOb3GQGCIAiCIAh/XmLmSfhlLEYCi40DHbNSVn3m7QDWmpzZdQB6AMgFMA/AEqs+cygA1eTMLsjRmud1oaXf/qU63NUKf3VWfWZ/AMdhsal/41o+AKbDYlttMud88KnmNcOdnicPWLMyPobF+AKANbDYzsNiDAIwGEBMuvOTr97WvPvRaOnMlpkuy6DHpW96h5CWqAtI+MiX201daGlgC/f6OpQ0hQfSNpic2d+s1y76oo3pEgJo2+JJ7qzVL8sf7xxKz0ZsV/teuEnedeZrdfSe/Sx97G7W6wSAEgATl8nvRFQgJDoataGtXB9wk2bvjVYW+vR9nseOPCt/8SSA44dYV+8u1LpzknSsyxplSEo+jwuZK227zED6f6+OyPfibcm3yT/qPVzSFCD2yAUWt2GEdOoBDtmwm/WqdnJNaxdqVYNgo7d4FqIRfosAFFqzMpp+25ssCIIgCIIgACJ5Eq4Vi3EAAG9YbLtM5pzrAHS26jM3wmI7B4tRBhAFIBAW2+m/HGIy5wyw6jOLYbHVmMw5Bqs+02VyZt8JYKVVn+kHQAOLrRYW43h0FKEYvFPpef9PrBt9VP5+xQnWue4sS1hsojWnrpf3PWpyZn8iQX1ehZT+rPxlxBLllqoTunuv7+d6/7uPNG/o7/I8WQYgSgMl4FH5u5A9as9TM+m+x0Np895B9KL6iTJpQBGPPDVeOpEbR6q7bVb6B+uI58z98sYhq9Ux1ZfU2Cvf8jH7vtVYuhXzCJ1ZuXfAfOmH6iRSnuoFZ2xPeoXW8ECdgbjOb1X7qzdJO9KbuaHpEjOF2Im34k/aDjZwY94xtdOQCoQ0H+FdIuZK253HWOfT0aROc4YlXa6H/wprVob4JRYEQRAEQfgdiMf2hGvDYjvyl5fWrIzvTeYcA4CRW54d+0Bf4pcbQltUACf/6igKi63m6jHtgA1W4OOOj2xNAGAy/z/2zjtMqur8459zp2zf2UZvCyLsIEVBUVQs2F1rNBpb7P4wRBM1iZvExIlRs0k0mhgUY9fYe1m7WMAO0oRZ+gJLZ2Fn+0655/fHeye7McasiiD4fp5nn5m5c8uZe+/Mnu/5vu97qorgoXZgAnDhbmZZ/THO++seTh06KZP4+fMYPL0bDQmg4YbAbe4fEqdnTfQ/f0iIpiurM84evNz2DCzLPHPqc8l9Wm4P/MVv4Wfd2fzKJgqXuz7fcQWm+bq33ZGDRjpLMw51Zjbs6jw3erPNO+PF1N4LTvZNi/lN6oQGcjJHmmVZhwY+OdImzT4DzbrwGlv89vm+qqFhp8ZWp/o45/lf6ZXEvzRoEi9YzITuZkvJw6kJS8Y7cwYe4P9048duuK3dBmyMnL4zGRo4xJk15cNU+I56m5tdY3v97eHgtYMLTfM9addPURRFURRF+eZR50n5VlFaUZVXk3l6d6CNSGx1aUXVcKBPTWX5K13c/mrEtfrkEGfmBTW2Z+9f+/550z6+BdnrbNG4O1PH+DOIr93FrCprJM+/n5nX+x/Joy862//a6c+74+YMNbX7r7HFjWOcxb1ed8c8Y21q4RBn9d6n+N68/+NU2SO7OmvWFNA08u3UiE/zTEvBKtsjZ6Rv2TP5tByfZdpnfZQaMmJfZ0HDA6nDex7rvNcvavs1HOZ8klFPTt4qt9uW3Xyr5q603YqXpXoNGeurzllk+7aBTTXZnLU9zOaiItOY/UZqj4dzTfsuJSY2/LzEL2oTBEqAGcBHJznvzHvSPWDx08HfOHtc80n1N3clFEVRFEVRlM+i4knZcYmEstqt/4dD2++fV1NZ/h6R0NgL4ldMet0d8zxwXR7NG9oJtsYJHF1TWZ4cVPHcCe9kXPZS398tbW+4utdlo9unTD/a+eC3YbPq7XN9L01KGd+SPyZ+0FRgmnIP9s0uSFnHZNGWLCHWL24Cr7vW6dnd2ZLlJ7Voodt3j8FObR9jnfhb7qhXQ6bl0CFmVdZy23NRiKayZrLrB5k17f9MHZp9um9qr9dTI1uP8c3IeTu1W2qMb+mn89zSnsOclb0DxBPLbF+72ha3tRP0b7Kh5S+7Y3MO832Sd2fyqMX15GcCNwNLgXqgtKay/KXteNYVRVEURVG+szjbuwGK8pWJxFpfcMfdC4w941eV5Xcmj7ywhC1lWbRNAR5uJGdNnMBxNZmnX0QklLms8rhn+v5uaTtA/u/W3pTEX7ubszLwx9RpuQfF/3LWGreof4mpH3CYM6PYWLfXaltcPMis7X1D6gd3ZNN+ZL5pnlBn8/tenLh8Sz+zcWnA2twmMoqGOqsO72025DXYHHY1q/ZZbUvy7k8dXhvH6TbemWeW2161Lj5/O35bb/IDdTY0bBMFm950d2+da3fddF/qyPYX3XHr306NMgFS3esItTyT2tcXMi3NwNPAT4AIsBB4fTudbUVRFEVRlO88Kp6UHZorEhdfDFTl0DZlrjvo0BN804cPMbUbi4l9Avy2prK8jUjsViKxNiKhSiKhceltayrL1/7ftQ8eWVNZHvmg8uzp77gjb6lyx/16N2fFh5sIJW5MnvJIA1mpc31VeZBaeGl80pQC0zzzxsCtwSabPSyBY+9NHr44ZZ2Qxamd5u523XpKtmBYXMra4c+7+yf7ORsveSI1fvHuzvJlr7ljnr4heVrj7alj3/x18sIHS82GDRcmfl450lm2Zba766IX7H5Vt6eOfb3Ohm5usLlzLvU//Rjwd+CHSNheRk1leWL7nGlFURRFURRFw/aUHZrSiqoef/LfHnw6Oe617/nfG7TKdpu3h7PkmIN9cx4BDiMSi/9r5UgoG2j9wiILkVAQOKzRZr2b97t19URCg+LWN7kd/7t5pv0fKWtGjGu/ZcDl/idm9jZ1mSOdZQd8kCrLyTbxlh8mfrkGePr/fM9NeTB1yD59Td1NxSZWP98deEwm7XNi5NJKxmLgAGBDTWX59V/wuXw1leUp7/kooKSmsvyNrXLSFEVRFEVRlK+Eiidlh6a0omr0mc6rhx3p+/jCTNqLVtHjuvHOvAdLTINNV+b70kRCZcBaIrFYp2U/QELoBgMLvKWXEYn95b+0K6Omsrz9Kx1fURRFURRF+Vai4knZ4Vn822GVh8X//FcH92QX5+mayvLa7d0mRVEURVEUZedDxZOy01BaUbVXTWX5x9u7HYqiKIqiKMrOiYonRVEURVEURVGULqDV9hRFURRFURRFUbqAiidFURRFURRFUZQuoOJJURRFURRFURSlC6h4UhRFURRFURRF6QIqnhRFURRFURRFUbqAiidFURRFURRFUZQuoOJJURRFURRFURSlC6h4UhRFURRFURRF6QIqnhRFURRFURRFUbqAiidFURRFURRFUZQuoOJJURRFURRFURSlC6h4UhRFURRFURRF6QIqnhRFURRFURRFUbqAiidFURRFURRFUZQuoOJJURRFURRFURSlC6h4UhRFURRFURRF6QIqnhRFURRFURRFUbqAiidFURRFURRFUZQuoOJJURRFURRFURSlC6h4UhRFURRFURRF6QIqnhRFURRFURRFUbqAiidFURRFURRFUZQuoOJJURRFURRFURSlC6h4UhRFURRFURRF6QIqnhRFURRFURRFUbqAiidFURRFURRFUZQuoOJJURRFURRFURSlC6h4UhRFURRFURRF6QIqnhRFURRFURRFUbqAiidFURRFURRFUZQuoOJJURRFURRFURSlC6h4UhRFURRFURRF6QIqnhRFURRFURRFUbqAiidFURRFURRFUZQuoOJJURRFURRFURSlC6h4UhRFURRFURRF6QIqnhRFURRFURRFUbqAiidFURRFURRFUZQuoOJJURRFURRFURSlC6h4UhRFURRFURRF6QIqnhRFURRFURRFUbqAiidFURRFURRFUZQuoOJJURRFURRFURSlC6h4UnY4jDHWGDPYe36vMeba7d0mRVEURVEUZedHxZOy02OMOcgYU7u926EoiqIoiqLs2Kh4UhRFURRFURRF6QIqnpTtijGmnzHmKWPMRmNMnTHm797y84wxUWPMFmPMK8aYAV9x/znAS0BvY0yT99fbGNNijCnutN5orw0BY8w5xph3jTF/N8bEjDHVxphDOq0bMsbcZYxZa4xZbYy51hjj+7rnQlEURVEURfl2o+JJ2W54guMFYAVQCvQBHjHGHA/8Cvge0A2YBjz8VY5hrW0GjgLWWGtzvb81wFvAKZ1WPQt4xFqb8F7vDSwFSoCrgaeMMUXee/cCSWAwsAdwOHDBV2mfoiiKoiiKsuOg4knZnowFegM/t9Y2W2vbrLXTgYnAH6y1UWttErge2P2ruk//hfuAM+FfIu404IFO728AbrbWJqy1jwILgXJjTA/gaOCnXps3ADcBP9iKbVMURVEURVG+hfi3dwOU7zT9gBWeQOrMAOCvxpgbOy0ziDO1Yisd+1lgijFmIDAUiFlrP+r0/mprre30egUi9AYAAWCtMSb9ngOs2krtUhRFURRFUb6lqHhStiergP7GGP9nBNQq4Dpr7YNb6Tj2PxZY22aMeQxxn8r4d9cJoI8xxnQSUP2B57y2tQMlnyP6FEVRFEVRlJ0YDdtTticfAWuBSmNMjjEm0xizHzAF+KUxZjf4V4GG73+N46wHio0xoc8svx84BziO/xRP3YFLvQIS3wfCwIvW2rXAq8CNxph8Y4xjjNnFGHPg12ifoiiKoiiKsgOg4knZblhrU8CxSOGFlUAtcKq19mngj0jxiAbgU6Tow1c9TjVScGKZMabeGNPbW/4u4AKfWGs/Gw74IbArsAm4DjjZWlvnvfdDIAgsALYATwC9vmr7FEVRFEVRlB0D8+9pHYry3cIYMxV4yFp7Z6dl5wAXWGv3324NUxRFURRFUb51aM6T8p3FGLMXMBo4fnu3RVEURVEURfn2o2F7yk6BMeZXnSbB7fz30n9Z/z7gdaTkeOO2ba2iKIqiKIqyI6Jhe4qiKIqiKIqiKF1AnSdFURRFURRFUZQuoOJJURRFURRFURSlC6h4UhRFURRFURRF6QIqnhRFURRFURRFUbqAiidFURRFURRFUZQuoOJJURRFURRFURSlC6h4UhRFURRFURRF6QIqnhRFURRFURRFUbqAiidFURRFURRFUZQuoOJJURRFURRFURSlC6h4Ur5RSiuq9i+tqOq9vduhKIqiKIqiKF8XFU/KV6a0oirzc5bllVZUdSutqAp4i5YArdu2ZYqiKIqiKIqy9THW2u3dBmUHpbSi6izgGeCimsryG71lE4GRwCrgYyAG/BF4A3gEEVKbgTgwCvi0prI80WmfPqB7TWX52m33SRRFURRFURTlf6PiSflSlFZUZQFtwH7AECAbKAeeBDYCewHnARuA/oi7mUSE1GJgKNAOvAY0Aj2AhTWV5c+UVlT9zlsvC3izprJ8U2lF1QE1leXvbLtPqCiKoiiKoiifj4on5QsprajKA0xNZXlDaUXVBOAM4GVgEmCAnkANMAZxkwxQ4j1vAlYjIqoNyADWIoLrbeA4wA9UA08A47z9Pw0sBX4KHAQsr6ksX/ZNf1ZFURRFURRF+SJUPClfSGlF1R7ABYjAyQB+gjhDKSAXSGXCxjboB7iAD1iDCKQcYBawp7e8yVtnHjAWcaSWevvNAWqRHKlngJOBLYhT9TLQUFNZ/o9O7SoHFtdUli/65j69oiiKoiiKonSg4kn5N7zKeHvXVJY/7eUfPYoIoXHeY8r7W4c4TE1AT3DbwPWDvxV4EDgbyXE6EugNWMR9agEKkXC+NUBfRDS1AEVAAbAJyYuKAU8BjwO/BaZ7zXwEaK+pLNebV1EURVEURdlmqHhSKK2oygb2B0YDRx6O/x+vkjzcW9YNETeDEaFUC5QhrlEbInbaRThZF3zrkdC9XG+dbCSELxNxmNZ7jwXe9o6s5s/w1k95y7OAZsSJWoiEBfqAG2oqy+/8Bk+HoiiKoiiKonwuKp6+w5RWVBUAuwK7AAcCUSA1Gud7n+AOBEJDMO4ibDPiHjmIG5TjPeYijpLjPQYRgWW999YA3ZECEflAwlu3GQnXGyTrJoPgbwaKEQEVRML74sB8xJF6CPghsAC4FgkHtEBOTWV53TdzhhRFURRFURSlA53n6bvNUOA3wHAkLC8BnPsJbg9ELPmWY/OQ+ySFCJp87zEDqZYX9N7PRMqQ53nP40DIey8PyV8y3n7aEScrD7DgDwKBTu/jrdOClD1vBA6mo7z5M8A53uMLpRVVI7buaVEURVEURVGU/0TF03eboxEhNAfJYfoNEi6Xi1TD8yVEHKXdIwcRSAFvvUYklM5Ph6tkEWHlR0L2WrxtixBXKYmE7OV4x14IvEJHPpXfO0ajt04T4o7t6T2fjoQO7gJcDawAupVWVO1VWlF11dY+QYqiKIqiKIqSRsP2viPUVkw7sBG7/igam2sqy1cBlFZUzUBcolnAFCQ0rgARKAchQsZ6j3FENKUFTgIRLoO9Q7R5+zKdDtvaaZv0On5vPevt04eE8eUjQivovZ9Cypz3QVyrJJJ/1eS97yACawbiYK0FHgOWAZ9oMQlFURRFURRla6Pi6TvA5IlT8/8RajswYezGFhEppYhI6YuUIL8McZqO8DZxEKHiII5UKR0hdT7vuYMIqLTgSSHuURqDCB6HDofT9Z7H6RBmFpiGFKsoQJyoIFKRz0+HQ5UC3gd2RwRZEikmUQxcCewBLEeKWUzREuaKoiiKoijK1sa/vRugfLOUVlR1Oy4QPP6iWOZzfy5ofRRwTyfY93HibwI2IQ7T74B6YC/g4QDxcwLEM1rIzUAElg8RSgk68p0aEGGTjQigLMRpMnQ4S+ny5Dn8e2GJ9P4C3vNh3jpx/lVEggbvdba3zwQi4lxvu0zEeSoC/oQUsJjmteNQYFFpRVUJMpnvNepEKYqiKIqiKF8XdZ52Ikorqi4BbgfGIyXBL0aco6VIuNt64A+FmPnDcVZuxPaoxrXA6zWV5a+UVlRtAkw2LdOT+A6Ik5F2k4LIvEt5iNjxIU7QFu+9DP7dkUqH+KWft9IhoNJCKMtrdnpi3SQdRSVC3vYJROA3d9o+Lb5aEWGWC9R5f3HgVSR8bwHQA8hUF0pRFEVRFEXZGqh42gkorai6B/gxcBhSlW4GcBIwEKgAfgDsB5yHhLcNR4THgYhg4WgCM3vC0rtJ7IFUuNsVKfTwOFAO9EIEzSbE7QERMilEPKWf+xFBtNlbz0FC+3zees2Ia+Sjoxy5HxFNPqS8eQEiyhLe+1mdjrPcO3Y/b7t6YCWSGzUbEYgjgXuRfKzf11SWb/gKp1VRFEVRFEVR/g0VTzs4pRVVDlBcU1m+sbSi6jTg74jImI6UH89GQuDmA2HgRURkNSD5T+8jwuNj4BAk56gnHQUa3kfE0wokL2kLIpTe8fZfQIdL5KMjNC+GiKd0UQhDhzOV7PS6HRFHSW+7BCLsgt52Ae+jJsF15LWz0Vv+NnDUAEx9APKXYNPhfiEklO97wE+B4xAh+bOayvIlX/lkK4qiKIqiKN9ptFT5js/PhuOcPbnijfOAXwAvIC5NH0SAxBCBMtx7/z3EnVkHzEPKfl8HnIjkEPUASrzluYhoShdweNY7ZgZQnifCKO0QtdMhftL5TO10FHewuTTb451307lPeO+nqUOcpLSLlUnHfFFrARccC066eMQ/ETHYvgJbvARbLevgImGKhwJ/rKksfxN4xGvnEIDSiqoDSyuqBn6Fc60oiqIoiqJ8h1HnaSegrKLqwfPJuHoy7WcjE98ejYTHrUXco57Apvwkpt1g2318CnwEnIrkDoG4P/lI2fIewLvAuYj4mgocBdQgAmQ94C+B+zfBRO91f0T4pHOY2pCQuhI6HCc3g7jbTjAdoudDcrHiiFDze8fIRvKrchAhtsl7vxFxulq8fabfb0Lmokp662xAqu65wMvIPFZJPobIbAABAABJREFURAAWAdcDS2sqyxNf8ZQriqIoiqIo30HUedrBKa2ouqINzppM+72Ie3QY4rIEgNJe2auLEJfJafBT0O4jD9gN+BmSN9QfESRt3uPaHDDDcMZ5h5gH7AMsKnfeX1tEw3TgHqBkk7g7bYhA+wBPVCFCxYeIlQAdjlCqnWAKcZzSRSIyvPVaERFVioi3tBAzdIT/9aJjEt9CxKHKQarsxRHhFEeKRazztt0HEVY3IXlYvYFWFU6KoiiKoijKl0XF045PKXA6IiAMHflDOUDW2pZekC684OLgkoFc9wbvcROSI+QgTlH/Zui7CHcNUrzhn0BeEHKmuqNKN5M7BhFeSUQE5SMu0XBEfK1HBNM6xLVKIaGC6fmeMhFnKV1cIp3TlEFHiXMQN6mNjnC+PMRNW+k94rWhBTjZe2zzPuveiGBqR3K27gdOQMRTJVIOXVEURVEURVG+FCqedmBKK6qOQirK7Q2chTgzBhEbnrvjJJG5mgpwiOPQjoiMACJg8pH7oC/i2owGEkl5jCFheXXZsGsb2Rng/NHbNo4UYQgg7lQCWI04SOu8/abLj49GJuNdhwi0pV47NyHuUh0inlLefqy3fRYiAtPheDnymcjz1v3snFN9vO3iiIiLI67VEOBJpLrgbt6f8g0z4r4RN4+4b8SM7d0ORVEURVGUrYWKpx2Q0oqqjNKKqgmIsLHAAO8xPaEsiLBoR8LpYoir00bHNW9GhEgBHUUaeiJiaKG3DMS5yayHTVZEzBlILlUSWOwdL4mIliDiYrUjImmzt7wOEXY9vDb2leO5y+kQQVsQ8ZUWUSu89vqBjUgZcugoa26946VdqFZgkdeWPt7n3IKEJp6DhO0NA94EHvjfZ1n5Ooy4b8Q44EeoUN3pMcb0NMY8YoxZaoyZaYx50RgzxBhTaoxpNcbMMsZEjTEfGWPO+Zzt9zLGJI0xJ2+l9kw0xvxwa+xLURRFUT6LFozYASmtqLoDEUX7I2LiYOBTxGGp9x5NNk2tLWQ74KQdnRAdeUbpnKN0Vby0g5N2blKIm9NERxlxn7dukA4BQ6f9rve2WYKIlz75xDIaCOV02rdXpjyV3J3FTbMpK/T24QfbDiZd7jydNzUPyXHqj4ipdDGK1cicVUlv/UbgGeAUxNnyI0KtCBFWtUho3wveuVoNzK2pLHe//BVQusKI+0aYeWfP0x+YnRhjjEHCcu+z1k7xlo1CvuurgBestcO95YOAp4C/Wmvv8Zb5gNeQ7/Td1tontv2nUBRFUZSuo87TjskkJARuBuLQ5AF7IjlK/YFlwLoWcv3gZCLhb3XeY+e5mPzeY5u33zxEYKRdrPQEtQsQVycDEWELvPd93nYpRGT18p6HgV2A+U1kNQHJM3yvZ/hItSNCxoAvMJuyEq8tTQHa23JoSbtOjYhT1o5U6+tGR45UNlIsYrDXvrjXJgeZj6oV6bj19D7HMqRy4HtIrtaNwCveZ027dMo3gAqnbx+lFVWnl1ZU1ZRWVLne4+lfc5cHA4m0cAKw1s6x1k777IrW2mXA5cClnRZfgoTUfu5E1p57FTXG3GGMmW+MedUYk+W9d6Ex5mNjzBxjzJPGmGxvecQY8zNjTJkx5qPP7Gue93yMMeZtzyl7xRjT62ueB0VRFOU7goqnHZO0K3MF4j4tR0LUMhFHZSBSSCITcYmCSKGFFkRobEBC5dbTMRdT2lnKRoSQ9Y4TB8YgeUtxpMR5D28/QURQpUuN4+03C8g4zXl9RDEtS4O0tT6dGteawpflbVMj7bW2mC1JIDdBhmkmp93bVx6w3Mg0UK7Xpo1euzdC3M2iKVhIw0dI2N6nXluDiHDK8J6vRyYL7oWIucuAX9VUlidrKsun1VSWp776JVCUHQtPKN2BhPka7/GOrymghgMzv8T6nyDTCGCM6YNUCL3tf2yzKzDZWrsb4qyf5C1/ylq7l7V2FBAFzu+8kbW2GggaY9Jzup0KPGqMCQC3ACdba8cAdyNz3SmKoijK/0TF0w6IF2pWj+ST/BNxZJroqCKXRBypdPnvtYiDE0DC6tJzO3Wjw41q8P4MEnZnEPGV4a2fFkVD6Aida+FfTpFr92aOQToi9cDah91DQxsp2D1OwN9CjoMX8ucn3t8hmQXm3ToKN9PhdC1BikjEgb55tCbA7Y3cp+n5qnr6sM1FNDSkYD+vjYOA2ZBspaPYxDLvPNQBxcAfkPmeFpZWVF3+1c++ouywXI98zzqT7S3fVnR2e28GrrTW/q/Q2eXW2tne85nIwBDAcGPMNM9NOoPPz697DBFNeI+PInPhDQdeM8bMBq5C8jAVRVEU5X+i4mkHpaay/J2ayvJW4EGkMEMVImjmI65QX0REbDDEe0KqFx2lv3vTkde0ErkPCoHsDFnWm391clJxSIYQJyeBuE4+RFStQgRZITjuhwyPA2cHac1ERNpm2b/P0uEgtZXQkMgknouIn7Qb1Y4UehiAhAXGGihIgfMBIuraEKG0PkWGfzW9bQP5bV4b8oB+PmlnGyLAdvE+wyHARcCFiJjKRtwzRfmu0f9LLu8K8xFnuqvsgbhEIKHGjxhjapDpBm41xpzwOdu0d3qeDt8FuBf4sbV2BPA75PfhszwKnGKMGQJYa226yM18a+3u3t8Ia+3hX+IzKIqiKN9hVDztoJRWVJ1fWlFV4Amo9UAvSHQD90QkH2oJ4r5kFtHogk3nERXRke+0ZldTm3uQM8sgTpWvXe6JfKSTgsE29aauwdsmE6nO1wcRXxnecZYAjeBLAjlxstJOUgBxrZZ6bXKBtnWUtB3ozLv8ADM7hYifNm//6dC/0d72OUiFPINU/YvTMcHuXEQIFiKhe71SZPq947QAb/zC99A64C0kvPEl4IWayvJ7gERpRdVZpRVV6YqCivJdYOWXXN4VpgIZxpiL0guMMSONMeM/u6IxphS4AQmZw1o70Fpbaq0tBZ4AfmStfeZLHDsPWOuF4Z3xeStYa5civ2W/QYQUSDXRbsaYcV67AsYYrQqpKIqidAkVTzsoNZXld9VUltd7L/8P+KSExg0BErVl1LSCuxIJbymoo7gR/H9CKs5tQcSFD+i52Pbd+LY7Kl0wohnJK8pFxMxqi794DT2yEOHSjNwz6RynXYFiSOaCW3i67/U2xG1Ki5JsoMxHfCjEhyCOUvHBfJz7kjv21Hft8BbEydqC5DQlEZdpPiLu0q6Ui8zRtAKp7LcMcaiKvT8Qkbbca5cPGPKn1On7e/tehIT2PVhaUfUw0lmcVVNZ3nlEW1F2dn6FfPc70+It/0pYKdd6InCoV6p8PhIiu85bZZd0qXIkhO5v6Up7W4HfAB8iBWGqv2C9R4EzveNjrY0jTtcfjTFzkGkQ9t1KbVIURVF2crRU+U5CaUXVOci8S+dn07J7C9nvAacheT5liBhZhThPPqA74uLUQeJ98B0LzgbEddqMiJoM4K1ebNh/HYUBS8AiIicPcZNGAU4WLTFwUz5oaiI3B6mWZ3qzMX8DeTZJIA9MAtqzIGuLd9x2OvKq2oaxdNlKuvdoIi+7L+uLaunhpyO3Kh8pWR5AwhEfBHZHXKdaYDwiuNZ4yxcgAs8ioT0+JIwvCzgcuAfIqqksv2WrXQBF2QHwikNcj4TqrUQKqDy0fVulKIqiKDsOKp52UEorqq6oqSy/8TPLyhGnZSBgsmg5q42MWy2+bsB4P/EJAEmCPmAl2OL9mb2ymlKnnuw9k2SsKyaWqiO0BAmdawSWFbNl/xh5sST+DCRsbxlSKjw9n1IREhrT6j3mAtPPc14cO9ftR5TSnDjBeDJQ/6lNdLfg7tePjbWrKCkspMkx2FSIltnL6VMGdPMRrz7YzF3zut1zeAZtsXYyewN3AnshIYPzd6F29FL6xhEBtQpxoG5FRF8YEXZbkLLkzwIXIxW17kAmDTbAlUB2TWX5O1vz2iiKoiiKoig7Jxq2t4PyWeHksaSmsvw9pDz3ihzads2jJewnsbyQhnzADGRNYT/WZwCfgFkx1Ld6RIzcHkkypmfS0vNM36sNgMmhad3hzkd5wIF15LUm8RfQUaWvF1I8ojCPxl7ALGB1H9anBprV3QppaAXc19zR7Rsobu3J5oXjmfdwViKvbxYtYWBeHXktIVraQzQHNlPQHCQZDtKWDSkcrO91u+e+vdngG8GyEiQscT6S/7QUSC2ld9B7Hh3MyoD3/j6G1JEDWb0XMgfWG946+yNhOwuy4ZpD8U8H7qupLJ+hwklRFEVRFEXpKiqedlBKK6ouLK2oyuu8rKayfKH3uKKmsnzaJopubCDvmXxaLuzOlkEZtK/pRmxusYnNyaFxvJ/WvHxaFyYIvA28mcS/aIFb+ibQ6oOm991hDUXUvw/+HxzIJ/V9Wf8RJBsglYGE/NzXTEaqjOXjJzpPL1xNj0172/kfxAncOIbqn/Vj3dz1FAUNvpZTnLcOOcX39iFDqN3Yh7qhe7Ggd4imgnUUEaIhsZg+VVP8NztBklNdyXNKBkg+N4Nh8T1N9cVDWDHucPPxlUhO1jPgbEYKRvRYTs9apGjFc6Pxm40UbOjGlvX7MXsEMA4Rk+cD17pwkpVy64Xb5EIpiqIoiqIoOw0atvcdoLSi6uIM4st7svmCTBN/NGxWvPuiO/YXw1hxXgrf64vpu3Ycn+5dS/dQmwm2rLI9HgUe9JH8yeHOnLUvuWNeyKD9lROc6Y31NmfVADZsidL/yGrbf+7hzozkKluyZw5trSVOc/yD1K6h031vvvVOang8ysBD2vEvbCD3rhTO8PN8Lx5xmJnR7Q13dM40d9T6wayKBUyKgWbtgHvdI2vPc14qvNE9re04592MN9zRqYPNJ6tfsPt1O9Z5t/Vjd0hDPXn+IWZ1z1HO0gceSB1+kp94shv1W0503tv4rrvbsBxapgZNap+37OjFwBEO8ZNcgrsBPwB+XlNZ/n5pRdUFSE5XXU1l+dvb87ooiqIoiqIoOxbqPH0HqKksv21h5jn9N1D48ULbf+9mMh/bzdR8lEvrJ0f5P/7oj74pJ/QzG/qXmZV1q2yP+w9zZjxxnlN10199fz2pG84ZfTB5J9N26R+Dd73b04ldF3eCZX5S1fubT1f/n+/ZIef6XnqtgOaYz028241YKoUpneCbNzyH5kWXO4/325sFw8aZBTnTUsOrV9tuvvl20Bpj7HtFTpOzwRbkHOabOS+Bf8Wb7pg/GNyli23fT09zXp810lmWOsX31uNlZkVVCl9REt+yhPX9dlpqxHPAmgOduTMySSy73z283wHO3FyX4jVJE/g7UsZ8vkvwezWV5X9H8p52L62o8gEPIzlQ8e13RRRFURRFUZQdEXWevmPUXr3LBb9JnDO8jJofFJiWv2SY5Cnn+F+d+3JyTL+BZt2gOnI37uMsZIMNZd2VOjp+nq/KXBm/7Mlhxh5dkXHNcefHr7j6ZOetNYf5ZuYscfuc2kh2Sxx/4zK356jFtu/yk31vD6yMX7B0RKK1uCBr9ie92LLrNHdEyG9S7/3I92xRnQ0FB/rWr3kyOX7MItsz73zfK/lL3D7NG23B2iKnMf62O6rkSXd88Bjng54vuPu96SP52t/8fz98UvKnL5zmvD7cbxMlJaZhanv+/IuPaWnZcHb8182PBa/56Kj4H847gOzpUzJ+kBjU/tBMpCJfGJiIiKkZSMW9dcgkwHfXVJYnttuFUBRFURRFUXY41Hn6jtHXbHqxv9kYHeMsaRri1AZGOsvy9m+7sX9Vau8t96UOX/p2atSDNydPnPrPxCE13/e9GQ+SyjzWP3XI8f57au5NHPbYJf6nl73vDt/Vb7C9TR2fugP/tI8TNX3MJucK/2N5M23452cGnl9Wl7mp9wBn46C4dUrGOQvsb/z/POnW1AmZ79iRfQtN86sH+ua0bbEh30x31+n5pvXvsxi6Zi9n4adHmI+berPp7DFm8S37OvOGVGec+2y5/6PyXJqbxpro6Fl2SI9NFGQd3GxW350sr99I4exj49dt/jjjR4/9KeO8pkmJn/zoSt9Doy/3PXZiAQ0TgF41leV/Ai6lY/LgAuDP2/EyKMpOgzGmpzHmEW+ep5nGmBeNMUOMMaXGmNb0PE/GmI+MMed8zvZ7GWOSxpiTt0PztyrGmF8bY2Z7f6lOzy/d3m1TFEVRtg7qPH2XiIR2BY4pbXvolqUZp//eZ5gNjH8ysd9JeaY1urevOvVWatSt5b4Ppqy1RXaB2//1I/yzUpvc3KEWM3+v+O0V7wR/clat7XbQvr4FAxvczMx8p61gsduLZW2j543OfHvPHNpSq21J3a6+db03ublPBUgcm0V7qsHkz38/OTR8oO/THB/Jt5e4vffLc9pmFhFL3JM8sveJ/nffKHU2drsqfnbvPFr6DTJrFx/gm72hyLTwz+Sh0V6m7rgbkqe8+yv/g/kb3PzmhZQ6P/M/tsuvkhe8fFPgNt8L7j4jnkvu036V/58zF9HPOdiZnX1e/BfOA3/45U0ApRVVfYDnEEeqAXi3prI8ut2uhaLsBBhjDPAecJ+1doq3bBQyN9sq4AVr7XBv+SDgKeCv6YlyjTE+4DVkPre7rbVPbPtP0TWMMX5rbfJLrN9krc39JtukKIqibHvUefpusRz4oKayPDmy/a4bXk2NPhZYe1Lg3WezTfsnKWvt8f73D/Mb+/smsigxsYOXpboP32Jze2+yuXsszzj9/f7Oxs1tBPcCds132vKAln5mY0ZBsGafbBOfHSSZudGGsoCXSpymsSGnvd3FyXYtg4/0fRzKd1pbc5zEq6P8K5YPctZ3K3DaDhzgrOubwHcx0DDIWffKYb6Zjc1kFK213bq/Guhh/5A6bdnb7qj3V9Jj3ht2z98M8a098OrgP+/IceKz/hq8dcRfk9+7fJY7uP9F/qrgW+7uP09ZU/GGOzq0mpK1nT77RcBk4FOkdHnNtj31ivItIBI6nUiohkjI9R5P/5p7PBhIpIUTgLV2jrV22mdXtNYuAy5HXOA0lwBPIlU0/wPPvao2xtxrjFlkjHnQGHOoMeZdY8xiY8xYb70cY8zdnrs1yxhzvLf8HGPMM8aY14wxNcaYHxtjLvfW+cAYU+Stt7v3eq4x5mljTKG3/C1jzM3GmBnAr40xy40xAe+9/M6vFUVRlO8GKp6+S0RiSSKx94mEDs6n5ZiXU2P/uMot2XeR2ye8v29+vyKndShwKHBO2KlNjfEt+7C/s6FwF2dddm+zOX+VW9CctNwywTd7i7dHH1CQaZKBUb7qNTkmvqffgX39C5cAxyPlwINB48aLaaCBHNNmjbkzeeR1QBbQHagf61v8SXfqlwP77GEW/aiVTHu07+OMF9x9G/s6m/dalHnuow+7h/72yUDk8v2cT+tH//6TPYAQ0A8YmGNaf1Pn5uaP9S2ae07gtUcO8s3ZeJgzY9PUjJ/9hEhosNfW3sBuiOv0ck1leXrOKkX5biBC6Q5gADJJ9ADgjq8poIYDM7/E+p8AZQDGmD7AicBt/2ObwcCN3nZlwOnIAMjPgF956/wamGqtHYsIuj8bY3I6tfF7yCTb1wEt1to9gPeBH3rr3A9caa0dCcwDru50/KC1dk9r7e+At4Byb/kPgKestZo7qSiK8h1CxdN3jUjobKD5EN/Mg/4SnNJea7v9uNjEegPHANVAFPADOXVuzr6OpY9jCIac9oz+vvohfkMGIkTagWxEBDVlmlRPIACsSLrs77oYoCDpkpuy5Pgc3EKaHT+28QL/y+uBvq7FtyTZvfnp5P5bQk5bDZBrsCuGs6y0u9PwxFWBB/cubXMyatzuf63JPH1cAr//9frLSomELgLOBm4GXrzI/+L5f8u47WlgLdDbR2rmNHdE/rWJMw4hElsCUFNZfmFNZfkVwEKkVLmyAxItC3ePloVD27sdOyjXI9/ZzmR7y7cVptPzmxHB4v6PbZZba+d5680H3rASbz4PKPXWORyoMMbMRgROJtDfe+9Na22jtXYjEAOe95bPA0qNMSGgwFqbnrrgPuCATsd/tNPzO4FzvefnAvf8j7YriqIoOxn+7d0AZRsSCV2BdCr6XuJ/Jg94c5wvWo+Myr6BjOY2Ih2cxo22oHvItKSsa+M+hxCQAbQi+Qn5iPOUBFxvG4OMErsYkoDfL/I8BXR3HJIO9PHWTzoGO9C3YcPI1NIcpBO3cndfzZYmN2MQcB4QaSdwRYsNNi51e40d7Vsydq0z9+w5qV1+OMjU2jynfT8isZuIhHogHZkngMUO9qIys2rzX9xTzjjllzfs/1jG7/9Y2vbQ68CrNZXlW4BXv9HzrHwjRMvCRyD358hoWXgaUm7+n0B5uDq6KVoWNsBJQFW4OtoaLQuPQCZzbghXRzW5s0NMdHV5V5gPfJlCD3sgAzQAewKPSNoUJcDRxpiktfaZz2zT3um52+m1S8f/MAOcZK1d2HlDY8zeXdz+i2hOP7HWvuuFEh4E+Ky1n3Zhe0VRFGUnQp2n7xKR2I1I2E7PHqZ+GDDLe+d5wCKjsjORcJbiMt/qVQab4XPIQjqqjyNCqAQJf3OAINIZCQIJoNHv4DqGINLpmAa0eOu3eOss9R6TPsPmA/2fbgZGAMVAz1yn/TdAE7BfO/4BFntOwMZ3uTJx4dM1ufOP729LfX9JfT8bKCQSGgYkGtxgP2AscKjfsGaqu/umJ4KRDx/L+H3lnYkj5iO5Xg2lFVXHfENn92tRWlF1WGlF1Yjt3Y5vG9Gy8JHRsnA69LIA+BuSM3Oe9/wK4AefloU/BJYhIVsV0bLwbkhI1+HAn6Jl4WC0LJwfLQtnbOvP8C1i5Zdc3hWmAhnGmIvSC4wxI40x4z+7ojGmFLgBuAXAWjvQWltqrS1FBj5+9DnCqau8AlziFbDAGLNHVze01saALZ3afBbwRRNo3w88hLpOiqIo30nUefquEAllArcirssqYBGSf2CAvkghhX28vwWImOrvAj4Jx6sHjvOWtyICqt5a/ClLj422wHEc19fDNMxCRIzj7b8fkAO0taWyN7n4SrJ9jdnePoqBfZHwmQYkB+M5JCRvJlBUbBpb/cZd1svUb/qDc0f/lW5J91xn0+KrDZ8gOUw/AibOskPmHMinLwHTgTGH+ma1Bk3qCCDzDP/U/a9NnR0trahygF1LK6p611SWr/lmTvRXo6ay/LXOr2srpoX6Vo6Pba/2bC+iZeHLERH/TLg6Wofcl+XRsnANcBWwCViB3IspoAIY5UJvnzgahyMO6QRETO0NdENyYvKAI6Jl4eeBj4B14eroe9GycADIBZrD1dGdefLkXyGDJ51D91royBv60lhrrTHmROBmY8yViCtdA/zUW2UXY8wsxPFuBP5mrb33qx7vC/g9EgY41xjjIMVxvsxAydnAFGNMNnLfnPsF6z4IXItMuK0oiqJ8x9BS5Ts5kydO7QkUTep54i7A7UgHszvSkVmEhN0djuQCDUfC8UA6pplIZygLEUPNSKdk6IZUru3ua1qP5D/ZhMXvA+sYXCSnaBPQL+n6ArFUj6Z1iWHrB2V8UOw38c0BJ54P1KcsxT7DQiS/YCEi4uq84zYBRcBiJNSvBFiPiKzaE9p/d/0zGVcfjYQJlgIfeusHgTVIONePAL9rOaAqtffyo30ftvsMJxCJtREJ+YnEulx2eFtzacWrt6wzC468IPbgon5Tmx4HouHq6Ifbu13fFNGycEa4OtoeLQtfi1zDXZHJjZ9EOraTkU75K0jFtvMQUb7Be74A6IEMEPwEyX97BBFSC4C/AA8A44AhwAeI+/kJcAZyb9WHq6P/Fy0Lm502zE+KQ1yPhOqtBH5FJPbQ9m3UjoU3H9Xx1tqztndbFEVRlG2PiqednMkTpxbukfN02b559/8YGVHNRUbuXUSsTABeRgTLKYgTlQ0sa08Fd/eZeNzvsBpxkNYhHds4IppmIzkM7d6yTS3Wl2dgQ5ZJ+YAhcdff7jMpfMZWI4JqKOIw/SjpcqvfoR5J8D7sk9TAzbs7y4sdQzqfpQqpxLUWEXP/QETWG6e2/+bIRzN+f5XXnseR0eBfIaFdw4F3gB4L3T6zikzTSd1MDG/bkLfvu5FE8DIgSiT2v5LWtwmRSMRY7GVPDXzK3rUsb8/U/C3jCj7lDaAtXB29ZHu375sgWhbuC4wJV0ef9V7/HyKEhwJ3hauj06Jl4SGI6PEDhyH3YwwRP0ciAjuODApMQwT8foi7+VdEZFugJyLWMxEX9jhkgCDmHdNFRNYD4epo51L3ioIx5hbgKOBoa+2i7d0eRVEUZduj4mlnJxI6AQmR2w8YiQiSvkAvYBQwCMlbyEESuDOR0fxlzam80T4Sj2f62s5HHKoWRJy0TEvtlj3eN9+HdFjrkE5t23o3r08G7RsLnHiJd9wtSAf2E2//C5Kuv7ffSS4Fwt7x6hOuyQ449m3gIMQFuBUJnZm3OhUa3ccXGwws8Y4XQ5yo0xBX4ljEGbvbe30DsDuQNcMdklVC7LhSZ30d4kSEkc5zEAkJexe4gUhMO8rfIqJl4aOBwnB19EEvrM6H3MPXIOFS45CwrMeBU5F7NoHch62ISP4IuU9SiIAq8bb9LXAEUrb694hzeStStvoO5DuyW7g6esc2+KiKoiiKouxAaMGInZ8kcCaSW/QpEtoE4riEkLC4/khuSD0yYt8C5OX4GgOZvrZDkAIP/0AERwswd39nfqrN+puBJtelJOWSBRT1cBqbPOHU2JQsqHMt2UjO1FjAb60ZuKR9vxJEuBUCuC45G+MDNyCips1rXwRxAfolCPRAxNf6lDV5S9rGZl0ev/iDzTb3GSTk0I9U/doLCd/r7y0r3tNZ1KvUWf8HJAywFyLg6pF7vx8ithYTCV2zFc618jWJloUvjpaFs5D79PBoWfhHSB7bdETgrEbyaTYg13BPxEHsjdybQUQQx5Bcp3lI/twpwC+RkNUTkBDUGiSM9Y+ImFoJDEQEfOM3+0kVRVEURdkRUedpZyYSOggRT58AjyFi6SJkdD2MiJOHkET6MmSkfl+g5L1UuMGH6x9k1pR2cxpXAB8jk0K+BvTeYnMHfeAOTR7lm9lqLSUAxvyr6p4BMpIu6/0OeUgY4GPIBLwrkRCqVsTFCiCOgfHaugSZb2o/xA1b4O2zFPjUWnZvd3Nspq95uWsDjU3J8vfyA89sRPJeNiMOxXlIaM1o70x0A5YmrTk4gS87yyTvAc5HOt/p4hfzgfeIxCq2wplXvibRsvBxSN7TFOAPSHjoUiTsbhTilh6B3D8tSKn9o4CnEKH+JBJ+9yNvu3eAZ4FnkO9Db+DHyL3lIA6pC8wMV0fP3gYfUVEURVGUHRB1nnZGIqE9iYSORCrnjQUuQwQJSOJ9DHFfHkY6oOMQITPH+7tvlLNsxf2pw5d0cxpbkc7pcYi4mjvDHbK6zs3NOso3MxtoNYblxtCK5FOlxVPcE05LgUTCDR4zp7k8BQytS/T1e/va7K0bAEzCdRqebjx30NOp/Y9FRJZDR8d2I1BgDDbT17wQCDgmsSjH//qpwKkb4wOMa/kYyevKRsTWJkSMvQwsWWMLW5an+tGazDkQEY3nIgUwmhGn4TBvLixlOxEtCx/gOU8BpMjDJci1HI3cC4V0VGoMIhXWUkCgPpDtICGk9yOO0wlIft9JwCHAOYhw/ytyz69AHKwPvb93EPGlKIqiKIryuah42tmIhDKQ8LUZSEjeGci8Jfsho+67IdXz2oALva2eAfJWuMV/iVuzGzAkx7Svnxy85XA6nBkHGfUf0WizxmUSf6HJZixvJnO5tz835gYTdLhI/0RESSHgBpy4f1ROlQ8wftpdxCXojoz2twCvBRy3ZFRgge845/2gd0wXGB5P+UckXF8/JKRqDVCLdHzLl7t5OQsT/Zd0C6742DF0A/ynt//yOG/bVUhxCoBD+jubW4b5l/88y9/8AVJg4ASkuMAqpIrf40g1N2X7UYyUq+8PHI/kMw1HRH03pKhDbyTMtBmpvJcH1LX7A62IKDoeKWE+DCkmsRkpSnI+Irjykev8MVLRbyAizpbRcb8oiqIoiqL8ByqedjYisXbgdiKxTUiIXjbSuQwAe76R2v3GDxtP62+tKUJCnwyS99MywKlbHTTWQUTFfsDmNtcpbnVNFvDk5kSPhOtSdLBvTlaR0zRjqdunxEdyV7x8k2wTX4S4AEGkiEM3pKPqpCzGtRTGEsU1ocDGDETc1CB5WBlIR7exe2BxymdSrtfuBiAQcJLNPpNqRDrLpUgIVzfg9mwbX7O2ZUI9cC+R2NnAutuDNw1HHAXT5GYc/mpyjybvWOl5g6YgYV3vIuGK+XSUbv4rkVBw610Q5X8RLQv/OFoWPswrEjEOKexRj4j75ch1qwNeQBzSJUhRkSakgp4BxvdojeUiDuJaZALoOYijdD7wO+/5J4iLWQjciORDNSET7/4NbwJXpesYY3oaYx4xxiw1xsw0xrxojBlijCk1xny6FY9zjTHm0K+w3VZtx7bCGPNTb96p7d2Oc4wxf/8a279ljFlojJlrjKk2xvzdGFPQ6f3PvX+2SuMVRVG+AVQ87ZwMJxL6KSIy6pGOZxHiGlW42bN6GmMLkBCmHO+9zcAu3jZ+pPx4S6bjprIcm9OQCv4gz7++hyN3TFO2iV8zyrdsQybJYsQNyg4YNiCd19uRTu5mxNVZ0uAGG7GYuJuViwisBuB9JHyvHakAmJ3r2+xDOrOFrqXnuvigzcYw35s/6ikk1PAVpGz1j3r76z4en3/vQOC95t+UDo27GRl5pq0UCVcsyXXaHzzcP8sgrtkU4NoVbXs8gLhXAcRt+tj7OwhYTyS2M0+U+m3kbWAMcAHiMpUgrmlPpKDDP5E8p2HI/VqAOKKXIvfRakQQ3eRt099bfyhwIlIw5U9I0Yl9vf31AWLh6ujfkGt/AjB8p53f6RvCGGOAp4G3rLW7WGvHIIU5enzxll8ea+1vrbWvb+39fov5Kf8+ofGOzBnW2pFIxdd2JP9wm94/iqIoWwv/9m6AspWJhA5BRt4vQNyddBhSMbDlBP/76aIO7UgHshkZuR+AiJpWZDR/VyQEzwcs9xk34BOHKQw0z3CHPLPBDfU92v+xRTq7ce+xEDi/0fVbBwpznGQQWFLoi+cBtYX+1b28duUgpaYXA/7Fbi/bQmZjKF70uouvbFDmR23WMrQpVRhDRN3bSLW8V5GwrF8DQ67LG+IeEV/Rvmd7+8ia9j2PX90eHuEYe82hBbeEgXJk7qfyepvz7v3Jw865NPDMFUva9isekDnrV0gn+wdILsxKoIJILF3tT9l2lCJCZyBynf8PuS4DkQGeYUj58D2RcNN8xFk6CgkZXY4MBPQA3kSE1DnIPZaFhPA9gYSvvoaU5z8ECRf9Zbg6+tNv+gN+Wxhx34j/mCR33tnzvs4kuQcDCWvtlPQCa+0cEMcnvcx7/gByTQB+bK19zxjTC6mWmI/8P7oYeA+4C7neFrjbWnuTMeZe4AVr7RPGmL2Q3LUc5LfsEOQ37j+O8d8abow5CHEk64ERSFGbecgky1nACdbapV7b70Z+3zYC51prV3rtafDa2RP4hdc2g4j1o7z2X2utfdQ75pWImHeBl5DiPY9ba0d77+/qnY97kd/bN40xm6y1BxtjDvfam4Hkkp5rrW0yxlQiOalJ4FVr7c8+8znHeucqE/l9P9dau9AYc463XTbyG/u0tfYX3jbnIiKmHnFw2z/n/EWQ7+gg5H66DMmzPQoZ0DjWWpvovI21Nm6M+QWwxBgzCrlmn3v/KIqifFtR8bTzUY38o5yIjFwOR0TQJqQTaoDXkRH49cg/PZD8o6XIP9F2pNPqIv/8C3OcZE9veQjw7U4djm95EVI++hLE3doF6dxmYnjB4O7q7T8KDHQtPRI2s9VP6yak0/EpMknvll2dtXnAQjKXlyGhdM0+B2dw1sx84ANgQFOy6K3ZLceN2z//3t5IFbVZJ6wfMCiZ4a59g7zTDsl+LTQw4/2Z92x84KVk8r2JI51lT/pt8p7uvsZggWleeGngmfuAlw8p+Pv7dFRXGwA8TiT28Fa9Csp/JVoWviJcHb0xWhYOIZ3E15F7qwcigtKlyjOAk73nLyGivw25n0cj96Lxlq1ChP2piIt0GlIM5WeISB/rHX4EIryeB17s1CYDhMPV0QXfzKfe/njC6Q463IwBwB0j7hvB1xBQw5HQx//FBuAwa22bJxAeRkTH6cAr1trrjDE+r227A32stcMBOod4ea+DiMA41Vr7sTEmHxEF/+0YX8Qo5L7ZjOS83WmtHWuM+Qnyu/ZTJJTzPmvtfcaY85DwzhO87XsB+yO/Wc8hIv173mcYhQiuj40x73jLjgf2tta2GGOKrLWbjTExY8zu1trZSBGbe6y1txhjLgcOttZuMsaUAFcBh1prmz0RdrkxZjLirpZZa+1nz5VHNTDeWpv0wh6vR4qo4LUpPdH5Qm8S4CQi0sYgxYXeRL4zn8cuiIAehkQSnGSt/YUx5mlk8OqZz25grU0ZY+Z456wHXbt/FEVRvjVo2N7Ox3gkpO1MOvKP+iAj++uQTsb+gK89GezvWuqQf5DtiNu0BRHVKWRkPgvpAKxEQt2agdWG2DHW+gKu5cdJl0zgz4j71AIsyzPJY7KN2wsZBd4FiDmG9Vn+1hjS4cj32uGmXIrjKV8Q6cQMQ4TYZqSTfDcworrloMcCTtuGaOuh7yOV8o4G3t0t+7Wn1jUdWG9wD3g7NXLfbF/T3yf1PPGVg3yz/5ZnWvtelzqzYYMNLfbacbTXvlykcMbBSCfs/4iE7t+6l0H5Au6IloWHIGF2gxEhnS4QciBSxOFJpBMXQO7NQ+mYPLkQEeTDkPuoB3Kfpyc6noyMaNcj4mkEMBsZQOiBjIzvBkSiZeE8bxs/MtL/H0TLwjvL7+T1/GcYWLa3/JsmANxhjJmHhMoO85Z/DJzruRgjrLWNiIgZZIy5xRhzJHJ/dGYosNZa+zGAtbbBWpv8gmN8ER9ba9daa9uRwaNXveXzEEcUJA8vLS4fQH630jxjrXWttQvoCDXbH3jYWpuy1q5H3NS9kHv4Hmtti9fuzd76d3rnwIeI/88Tsvt4n+ddY8xsJE91APLb3QbcZYz5HvL79llCwONe3tdNyL2f5g1rbcxa24ZMCzEAKcbylrV2o7U2jvxG/jde8tyleUiUwsve8s7n7/MwX/CeoijKt5qdpVOgdFCNjLp3Q0bn5yFixEXcpVbkn1zA78QNIniyAOtarOtShLhNAddSHHepRwSV9bbLAnb1OUmfz2nr5kLmXDtwA3BDIhXIT7nkI/lLLlKo4lVEvPX29tEN6dR28/5yjMH1O6m007XUa9MKJEelB1CT5Ws4L8Np2XRayaUDG2zWUcgI71jgH30Cq/5A47iWXvHQ39e0h29f5Rb//Y7kMb/JM22+k9vabutuYjc/UXd9BtIJvw+p0JaDhPqcgrgbd23Vq6D8B9GysImWhX+OXIORiBhfh5QIvwQZWZ+DCJ88YBHSCW5BOsZ7IeGaryKORwaSY9cbuU98wBVICFUm0hFs914fiYj2ZUhn/ENEbJ0fLQuPBk4MV0f/Wz7NpVvrHGxn+n/J5V1hPuJQ/C8uQ8TvKMQNCgJYa99BJsdeDdxrjPmhtXaLt95biIN+Zxfb8rnH+B90DkdzO7126VpkRuftv6ogeBIR9McAM621dZ+zjgFes9bu7v0Ns9ae74nGscjv4TF0iJfO/B5403PyjkW+G5/X/hRfPhqlHcBa6yLhd+mcwf96/jyROAIZAOnq/aMoivKtQcXTzkQklIV0RH6OjMjXIaOV/RAXJ464Li6wBYNZ5PYsQf6ZZmJpsx3Vy7YAm3yGPLxR+UY3mDMzVTrbe50EjN/QPNq3vA1oDvgS63zOv9ynFuT+Ohrp+KaAXm0pDFKgwu8tX+8YmhxDLOnmNbSmxpR46+Z6758C5AZoTgH/V9u224H3JY9oaLIBkE7SC/nOusf3y7+7dEjWtPNLAktf7efU7b9Ha/6HL235Wd6o7GeP+Ev8e32G5j0S36ftb3/9MDW0CamyNhfpsEeJxDYRib39DVwRxSNaFi5AwqhakY5T0ntchggeB+n8PYMIo2GIoN0fcSEt4nou9dbLQsRPDnJftyGd5d8jeU1vIh3KNiRPJYHc99nedh8iBUR2BzaGq6OP/be2h6ujN3/tE/DtYOWXXN4VpgIZxpiL0guMMSONMeM/s14IcYtcJPfM5607AFhvrb0DEUmjvRA1x1r7JCKoR39mXwuBXl7eE8aYPGOM/78dYyvwHpKDBzL1w7T/sf404FRjjM8Y0w35Tf4IuS/PTVfQM8YUAXiuzyvAbcA9nfbTiAwigIQu72eMGextm+NVNMwFQtbaFxHxOOpz2hNCxClILuD/4kPgQGNMsTEmAHy/C9t0CW9/fwBWWWvn0vX7R1EU5VuDiqediUisFfkH/ALSaewN5K+P77ouZUkho/xxRJTkGqCvs6ENETqNjkOw2clwvb25jqGHz/AU4l7ZPCdeMMZX0x/phGYinZMk4iSF4q4pRjqnRUhFtDhSOS/mrY8Px490foy3n8FIp7fRZxp7ZjhzipH7stbb9+UbE6V2dWJkERAry5mWuCTwzOJckxgC2FiieE6vYPSdDCc+H5gbdOKvA87+f/n7z44qvOFP+f7NC8LNg58cEZw7Yayz0OlmtuyCdNCvA6YSiW3YmpdA+XzC1dH6cHX0B0jFxCGIG7QccZPuR8LxHkLuqeFIONcY5D7YBRFdPejIw1uD5JisRByodqT4SB9v/0sQB6sd6az9HRl1T89Dlu+9viRcHV2Vbme0LHyIVzr9c0P4dnB+xX+GdbV4y78SntNwInCoV2p6PnK+131m1VuBszvlujR7yw8C5hhjZiEha39FruFbXnjaP5HCBZ2PGffWvcXb32vI78t/O8bX5RJE9MxFRNlP/sf6TyODM3MQcfALa+06a+3LyD07w/tsnQs7PIjc2692WvYP4GVjzJvW2nQRlIe9dryPfMY84AVv2XTEVf8sfwL+4J3j/+ksWWvXAhHvGO8iDtHX5UGvjZ8iAx7He8fq6v2jKIryrcF0uOzKTkUktC/SKd20Nl4WC/lq84JOe8hvEiuR0fwAImwyEKcnD2hckwq1ZTtxX4Fp3UBHxT2DdE5cb5tMpNPlQxyiBOBPuRifQyMdOVMm5fpyfE4qgfwzTCKd1hXIiP9qJJSwGW+iXe/5RrxE5NlN5RW9ggvG9wguXwY8/VTDpIsPzbtnfr5pqQP6PV/3y0TQl3j8iIIbliDzWk1FOig9kdyIujfqJ33vkILJHwKrr+xW3OvMWEO/Eb/atC3yPJQuEi0L90Ou3/3h6ujiaFn4j8i9EUYGAaqRTnUWHaI9hQipbOS+3Oxtk4m4BY8gnfNBiIiqBQ4D7gpXR/8SLQvvgzijV4erozZaFvYh1cNKgffD1dFmr20BoDhcHV3nvc5Jv7ej8Q1U21O2AsaYnyEO0m+2d1sURVGUL0bF085KJHQ5klQcB5aubh++r4Un+mZ8ehgiTPzIxLH9ENGSgReKh3Q0NyEOUsB730U6rilvHQcZ/c9ABBGIg7TQdenRmnJys/1ubGHr+BKLPxHOftOHOAPdEVdqFR0J1j46cq8+RhyDRd77dwAnNaa6tSxvG5tRndF054m+6YcGTKoWeGlqbOLNE0JTbkFyHN4GZiA5V7shFaIGIjkBGxExdSXQSiSmN/63iGhZ+CTgg3B1dLX3ei9ETOUhoX0Wmex2NSKCHCRP5DxktL0JqcB4BnLtlyKlp3+LOACfIhXEDDJR7gOIO3Czt01vpLLadcD14eroWV47+iD306GIm7sb8t04DBFmhUgO1f8hru8J3v7n6ZxRSlfwKtPtAkyw1m7a3u1RFEVRvhgVTzsrkdCliBjZgiS8L0NG1JsRQVHoWmqT1p8XdJJxZPQ+gLhIKaSjmIs3zxPSgSxABFN37yjpIhKzkeT8LMRhKkRE0F6IKKpDQqnSLpaDhGG1A8UJl08SNm9atq+xwNsmBgTibkbjkrb9oo2Jwryx+U8Ofq/xrIxds947O+Rbc/anLUedNib3qfuBYS2p0OgXtvzmyUGZH+y2Z+4TtyCCbj6R2BLvXJyKuBLvEol9XjUqZTsTLQuPB6Z3FhzRsvAvkBCfDYiYHoLcHy8jFcCykMk2E8BcCwcYCTFK5z8VImGChXTMA/QQUjwiF8ntuB8R3iuRAYJaYGi4OvpatCx8MnL/Huqt2wsRYed5bTrJ2+Y3iGh6CnFUNyOi79ZwdXT5Vj1RiqIoiqJsV1Q87WxEQj9FYuVTyEj83kjH8QHgcERA+YD6pOszDakesaLAmr6IEzQY6US2IB3OPKQTepe3n/50hN/19Y6YRHKY9vH2uwQZxc9AQq1eQGL187023YMk/OciImx1azIjtjK+101Ds6fvisyRMhUpXX09kjA+2bUc6lpfP7+TGoQIsAZElD24sPXA3TJMY+/SzE9avOMDBNfHB414YvONt07qeeIoYBGR2H+bq0T5FhItCz+K5I+sRHIkPkTcofWIK7oWuf9ygeDqgtycHrGmkN+yK+JC9kaS7hci+VPZ3l+6WIlBBhXSE5YuB4aEq6NXR8vCNyHCzY+EC05BvldrkQGITET8d0fu+ybExfUjYanViNN1DvBEuDo6/Rs4RYqiKIqibGO0YMTOQCTkEAmlr2UdUp3qyt/ZyxatSgwtRcKTypDR+3rvr9DvpEJFgTW5yEj5IKQD6CAdwiIk9KkVOKXZ+kuRMKi1SGdzsbefW+oSfbvXJ3vUIYImiIzW34xUeToAEWYJr22lSOdzCTKvyKIsf3vb0OzpRYjj9IeNidJXkzawzFpzl+v6h25MDPjRsra990gSXITkwKwHale1D3+/MVV0VL/grLaGVI9bkA5zujLbigL/uuVIaGIr4ggoOxanI+LpI6SoQS5yj05BwvEOokOwPNynvuljv6U7cA3iPr0B7IcIqHcQkbMKmZQ35j2/EvluEK6OPgjkRcvCl4ero5choXi1iIgah3x/nkAcqD7I5KLZyPdhoLduK3KPz0Iq/83jv8wfpSiKoijKjoc6TzsDkdDeyLw5rxOJLScSGghMeLvhwv1GZr+wLMuJ7dKSCuUVBdbWInMaOYgLdD1SPeolJAzpL4izFPL23IyMzn/U7Gb0SKRCfQoCG55CXKhBSPncSU2p4rsckr2yfbEaJHyvEOlcVjWnChpzfPXxxlRx1HXtT0OBzVelrP/thmTJ92vax16wR+5zM1LWmdqWyv7Z2sRuVXOaj21bl9ztwxMKfz0h04x4Y05L6eUjch557b3Gc9cckH/7CYX+tSVI+fLd3ms8K2e3rNcGh/zrbkdcshBS5GLowtbxhw3NmvZIws0sDFyz/qZv+AooW5FoWdiPiJFdkLwmi+Q6vQP80HudiYTtNSFho88jIXnvI0J5JTDBW6cecZhGI2WkByP3f3riaL/3+DYycfISROzfiZR/3t07/uuI0MoEjkDcq/lIHlTnEv9JRJwVIjl4jwAvh6ujW7baSVIURVEUZbugztOOQCTkIxL63HkvKiMVRyEj6I8BPWXd2HIisbtG5zzzq0L/2srV8ZGXt7jFdyIdyFOQOUXuRUrE+r3tj/LefxXphN6FdAynE4mdnOO0BwoCG15HRvuDLTaQ+EX8gnbgyFxf3UfZvlgL0nm8GUi8Gzv9jRlN33v16c3XVgObpzec1zdB9soX1ux7xezmo6+pbptwdkOy21vWkhV3M7JXxXcvzPPV7bln3hNbxufdfuD6xK7HFgcfXdov453718SH96uNj8p0bWDOc5t/85fFrfv2Bs7YN++Bd0L+df9ECgn0QSrsnQ48NKe5/Pn6ZM8li9rG7Ukk1G0rXxHlGyJaFh6CuJ4PIg5jCzLn06OI65MuWz4OmUQ1D3Ejj0DE0Bnee8MRsZUum1+GCKnjvP1tQRyjPkj4XS/EaVrn/Q0AyhFxtg7Js2pDviujEUcz4bWnzlvHQQYceiIObBRxY/PZenMOKYqiKIqyHVHnaTsTiUSykU7dOcDDkUhkjbc8hCSyr/WTLBrF/AEzGbUc6AbkRiKRBydPnHpMZuEbOQMyZg2dztjfR7hp72u4dKiL7/FIJPJvhRGuifx2lINrr+KWI5CO3ltAfX2y6PwC/+Z9/8kJy87kmZuQ3KWPkHLmMzwn6zBEaL2MiKPrXeucuSY+rNTYq0b6zfpLemT85K8p65y/pHXfi/J8dUtfrP/liv7BT/y7ZH2wrF9wdsn6xKADegcXuP9Y+8DHZ3a/tDDPvyUVbTl8eNA0nPpR0/dv8Zv4gINDtz1eEli559K2fYZvjveaPSb3Wb/juNdOXvd0MTKh6lSkEzp3Us8T24nE3MkTp14BMGnKhBuJhHzAEURiL77y02t6tLgF15xY9JvVwJNEYvO/sYuofC2iZeHccHW0ySsVfg4iPIKISBmIiKCXkVA9EOdnN0SczAHORKopRhHR9CrijiaRIhFZdOQnbUEE1xxERGUjOVG7IGJttbddAqn2OBUZMLgFuAERXCmvPRneOn4kNLAfHSX3XUREvQ1cCywMV0cbt84Z+3ZhjEkh4YkGOTc/tta+t31bpSiKoijfDCqetgORSGQ8El4UQiYErEZCgxYhuRJ/QsJ+cpFO2xykQ3g1UmxhSx/WNBbZWOMY5nGvOaWhG3WbG8k+sI2sVyORyG1yoFAOEpaXeo/Rz73KgU2RSKR5n4r7L1xH8fM1leXr/lhx86NXZl49kUhsC5HQk0RiJxEJ7Y/kgrz3d36YOZEHG/ykeiK5JLcCfRNu5o+XtI07OfynZ343eeLUoot7nHQcuLmzm09Y9X7T2WuR3Kj1k3qe6H7cdMoBc5uPvuKogj9k17Zf9Hae//VDSgIL1hoC+7W5mTWvx37yQbMbajk47/bjh+W8MfGRTX9panHzsg/Jn9xrQOXbT3/2/E2eOHXSpCkTJv/niQ0NBQYTiVVtpUulfANEy8IGqVg3A7gYCRltREJBz0K+G03e435Ihcd5yP2/gA7RAh0V8kYgzuluSJjeCiT/bSQilnyIuCrz3n/SO95ByPesGnGpuiO5UgcgIX7rvbaMRARaylv3ZEQ0feRt4wCjkPyoNYiIehGYjOQ+bQpXR3/4NU/dtxJjTJO1Ntd7fgTwK2vtgdu5WYqiKIryjaDiaTsQiUQuRirhzUI6XLlIZ+tx4DSkwEMbIqgsEiKUnpspDrSF2JKIkfsJBMqAj7ux4Z0Gcg5qJ+cR4ALggdHMazku8uTbctBQIXAikdjdn2mL4z26/97I0DFIKNPdRGIpIqHDkU5qCxIW1WtOc3nD9MYL7urpT1zVI/hi//3z753XmDii/4LW43ad0dJ7MhJONcEhMe3Eol/PeC122aENqV4vDct6pUe09ZDxQ4NvZA7LffO6pzZXngHs4jet72fQsss5t33/qtd++tsnds049MPSPx7w587Nmjxxai9g+KQpE1777HmdPHFqLnD6pCkT/vElL4myjYiWhQ9HxMgtdFRsbAVmIm7TOEQcLUFcIB9SgOEFJCQvC5iOuFILEHc26a33HpLntMVbbyPy3dqCVIpsQ/KQapC5mA7zti3y2pANVCBhoIMRtyqAFK0oRoSTz9vHAkR4TUaE1pOISPsxMnDQgIQEJpHvTHO4OnrU1zt7X59oWfg/JskNV0e/1iS5nxFP3wfOsNae8HXbqiiKoijfRlQ8bWMikUgGcDvSqRqEzFuzFOlwjUZGy0uReZKGIp21dMiRRTqEhUiIzCt5xAYGSPZPEJjcSP75iEPl5tH4y3LeOOkRTvBHIpG/fhLZd8BzHL4xHc5346nHHN8Y3vN94My9mL2pnDenl7Y9lAt0q6ksf4NIKBPoTiS28rOfYfLEqVmG1PeOLri+tMC/Zp/qliNLF7eNfeWs7j/6Y2tqTGPVlsueWp/MMYgwLArQfEexf8XercncLTH6B8syXilZ2D5hjcW/EszakVnP7TW39bgTgMSkKRNExEVCASKxxOccOwDkT5oyoW4rXA5lOxAtC+ciLtCbiBM0CMlxGoLc6/sgE9FOQwTPKUioaQ/v/Uak8x9AHNoe3noBRJiBOEF+JAepHgmhA3G5env7L0CcohXe+oWI0ClGvp/pELyViDBaiwi6x733D0ByrWqAZxCRNoCOypKXATcB1eHq6Ntf55xtDTzhdAciEtO0ABd+HQHVKWwvExlwmWCtnfl12qooiqIo31ZUPG1jIpHIQUhRg32QjmBvZH6Z54ErSQQdfPEMHNbQkZCeAjfgS9lEyudLT0ybzmnKyqVxSQtZ9S5+H+L2zEJEVPHBvPfwm+x74LG8lv08hz3Vbd0BG4HDNxW+GrYZmVcBeRFuCgDtRGJNpRVVpqay/N9uiskTp/onTZmQ7LwsdtWuv9iUGDj63YYf/qXR9v4Y+AlQEKClLUH2Pl47sgCTbZjfYhmEdIC77xJ8e8DmVOkDp3f76Q3A4Jq2MZWlmTPHEom1EQldQSR24xedw8kTp5YDSyZNmbDwy18BZXsTLQufhEwquxwRKrXAw0hY6CdIKN8sJPztj8jcX5WIiEnPp5SJDCCsRgTRWGRwYQsilAKIwKlHRFEDIpQcb7+9vecbERFV7z2m85fykZC9EPI9jSFC6mZE7B3qtT8PqVbpAr5wdfTP0bLw7d4xbghXR5ujZeFyYGq4Otq6FU7fVyZaFq5BxN1nWRGujpZ+1f1+xnkah1QpHG71n4uiKIqyE+Lf3g34DtIL6bhFkbmSrkA6dwVAkEC8AQkPakc6acuBPriOL2XcBB2j4RlImFNjE3ndkRLdMaTDOATJTWq0mJ+Xsuq8MZF3m8d4DYhEIg9B5pGRSMQCDRD5V+M+K5w8zpw8ceqnQMOkKRMWAfxz0+0fem25EVjTJzD7gNWJ3ecY4vtBduuYnCeCM5tPCARItef5Mnu0JO06oDnfWX15farvpBa3cHF9stfaAv/aotLMmX/xhNP3PyucIpHIUcC0SCTSNHni1CsmTZlw46QpEzSnacfmeeSefzxcHY1Fy8KDw9XRGqQMOdGy8N3IxM4/9db7EMl3OgEROX9B7u985PtUhnwnWpDvlosIn+7I98qHDEQkEdGVnlOswHveQkdeVBJxZnyIo7XBe1zjbTPJa4NBQgvl+ykibm20LPwmUiRiOZCKloUdxF1+cSuct69L/y+5/EtjrX3fGFOCFLbZsLX2qyiKoijfFlQ8bXvGItXDTkTcGR8uSaybj03F8QeaEGG0C5AQ08kHBh/GyfT2sb7dpXfQEDeGPCQPyiAj60Fk3pu7gfffYtyUSCTSHIlEcpCOYztwITJa/m9EIpHRwMpIJLIJYPLEqSVActKUCfdOnji1CLCTJ07tB/wVCS1M9vGTtTbJHmsSZWvBHZ0iEMykrn5m8wmF4G9M4H9ofdIu6u5fWLQhOXRQg9uneZ/c+y8Yc8O9a+EEiIRakbApkHmjPstcPJdt0pQJX+hIKTsG4epoHHEn0q+XfGaVIcDicHX0wGhZ+LdIxb0A8r0pQHKS4ohgyUbufb/33EE67VmIEGpE3KNcRECl85Yy6Kiql+dtF/feM4iLhbfeOiQHyo+E47mIoKpByvrfC/wGyTW8BcmR6oYUxbgtXB2NfLUztdVZyec7T/8RmvtVMcaUIedQw2oVRVGUnRIN29tGRCKREcB44ClkVH0UklyeAlxcN5NEu4s/K4UhhYMDNtuhfQvxAtf1t+Xj/Kti2G5trpMKGLfdZ4gjo+wliMjoWeeve7woWZRpMLVOPOc4N9h8GxKeNAep7vcMUha94TNtLEVyrpojkUjqqUvevH1TwuYk5Jh3Isn0eyKd0aFIxxMDWXkGGmzyk5Czbk2D22N8ImeRr1tb7qMDM2d8+EnzSU/um3f37/fIef4lIDx53dMtwD2TpkxokwOHzvPadD0ysp+HlJquIxKbsXWvhPJtJFoWzgeKw9XR5dGycDbghqujbdGy8K1IdbsPkGIQHyFu7SzEWdqbjnyltOu0ARFZaXHkIOIpRce8S+k5mfK8dQKd3mtFxFejt49C7zFdVKIeCTV82Xs+ALjUe2wJV0fXR8vC/cPV0a0mSrYG2yDnCUR4/spaq+6woiiKslOi4mkbEolEJiEhRu8Bv0YKRYxFRrALgQG4bMJhHVJyuZ2OcKSeSNiQH5f8VbmrUv1a+jnICG8G4gaNAbITJPbz4Vvn4LQiVcH+hpRaDiEV/G5AOoyHIiPne0YikSe9No4D4pFIZOZTl7x5QFmGs+ubTanDgGWDg+aAJXG7ABlRT5QGP2pL2LELVieYiXRYb0DE2Utjcp7I25QobR+d+1R+nm/DnDxfXbpSoEsk9q9cpZmR/Y4bw6dhJBRrCFJu2gBHI0UzdgNmE4mtIRIKEonFt9b1UL49RMvCJUDvcHV07meWX4PMwzQMuX9aEMGUiQievZDvQAviuqYLQwS9x3Y6BFEccY/yEGcpiXyn6hB3a7O3zzzveXckx6odEV8WKTRRgginduT7lINU29uMiJM9vGM+Ea6Ofqt+YL+JanuKoiiK8l1CxdM2IhKJGCTZPIYIjBeR0J7irOY+ha05q9MdwwJEPLRnNffJbM1Z3QTkYPFjacXhSZLm9KQ/sdLv+vvg/Gs0vNHbbg4SDvgOkoyfh5SBLkVyStq85w1IB3MdcBfwK6D7qOSAPZ1YaXZtwt4/acqEtZMnTr0ASdp/OcewsdnSDXADMLxfxnsTj/rrVR9OnjjVB/z8zJKJC0PXLno6EokMP4bXT9iTee8gI9JJpNN6HOIcHE4k9lcioe99QnjsW+z77om8MmYgtYOBV5AqbD9DOs3zvXbHkI7q3Ui1s6OBuURiy7baRVK+FXh5Qv+HVNsbhVS0+zUy/9l1SGGJEcj3Zy0iBOYj4rseue8dZFAh7SYZ770Q8h1IIve/z1vX0DHJ6xZvH3jb+71teyEiLMdbPh8RUCuQEMI5SHhfAPg7cCpw3/YuFKEoiqIoytZDxdM2IhKJFCIu0xJk5PznSJhRA5Z+GAwSRrQBqSYG1hiMdYB1/pZCN+WLd7MZzY2IWMpERsIfMJaBQRvIbncSw5GSz9d5h30JWAV8ipRMrkMKPNyNOGAfRCKRmr9PfP20TT2nN3dbd8DAuuIZp5e1DlmwIG/2J7j+TQV1I/oF3Lx944GY63dS7/VIFq3YNy/wbNx1D3upIVWysec7T0QikebJE6cOOKfbeYU5v6+Z/fknIHQ+cK83Z9QPkVCs44H57zO6am9mnehgeyPhexOR3JEXkRCtI5AwwRgyD1AmEqrYgkykOodI7A4iobFArLOzpex4RMvCvZF7eC1yjTchBVHyEFHTAxH7tyD38RzSrqYMHPgRUZONCJnVyHfN570GEWb7ets1I4Ujksh91dNbt81bt4kOMRVHRFmN97oWKSZxJnLfZgFViKs8CpgTro7+R8l9RVEURVF2THZK8VRbMS3Qt3L8vzospRVVmTWV5W1ftE0X9xsEuvetHF/7ZbeNRCJh72k9Et72D+BIxE3ZAwmjS1fQy0Q6fFmkKMLgB9oymxpTbfl5WQBtKaoTJmDynMSyLBssLXCze6311T/s7SuJjIofAryOhDaNR0KKliOTg77gLb80EM8/JRFs+Ch/8/D1zZmrrkxlNuwDNpjVMGh2PGf9woy2EtuSt8LuldjlwVGp0rw7M9+I5TQM9HVv6zfKFkdPqPFtvDgSiTR2/rylFVXHHxJYtEs/X+yWSCSSeChy1tBF7NI7wk0FRGJPEwk5QOBVxl+yO/Pnd2fzh0i583VIp3V/ZER/PNLhzQKGIyP+2UDt8rY9B4b86/xF/tqPkM7tTUinNkokturLXiPl20G0LHwJIpTT4XrrgaMQh+hB5J44DhE1Y4G3kBDUtLBppKOKXtBbFkO+Y0V4ZcURpymGiKceyGCE9d4PIPfhasRxSnp/Td7rRcj3tABxqmqRwYlXkclzr0McLxVPiqIoirITscNU26utmGb6Vo7/r0qvtmLaROABpIN07pCKqhenkHPpeTT/GZnM8omt0Iz7gNuQjtKXIhKJRDs9nwychITT9UacoX2QkKAWJNfHAYZjvPLJDrTl56XDi9xMH8WZJJJA31YTn9fqiy+nY9S7BbgEcW7eRxLZf47kavwUya8alNnce0l75sZbUibRH2htDFVb65o9sM584KhkxpYnU4HmNS2B5l8ClyyO5Z9Yk0zcSU/2bM5b3qeppV/VRt/GBUhlwNneZ7seWHpmhnnNb+ywSCSSmDxxasCaHx5Fj3fvoWME/yLg8ffY8456273iaDu/T65T3Q9xmS4DTo67WU8EndbjEWfhBKTyXm+kk9pjYOaMVd5nc5FO8JlI5bOpX/b6KN8OomXhCci9VIaEkz6FVKbchITpbUau92Lk/i5FvivLkPC9BCJoPkGE+K6IqBqKOFeNiEBq914HkO9Fem6nBCK40vOolSD3Vm9vuwzv70Nk8t47veW5iIjyIwMWa8PV0UVb78woiqIoivJt4FvpPNVWTMsE+vetHL+o07LLkc7UL/tWjq+orZh2MtLR+Qjp7ByD5MoEgWHvkvhoML4Te+Dc6S3b1LdyfOozxylCRpEXIp2s6s4CrbZi2i8Rd8gFHkM6548ALX0rx9+1NT5rJBK5GW9+me7J/AEbfQ17WkMQGeEegHTyZiCdyUxv+Qpk5Hs00nm8AzgN6UBWI51H67X1j4jbtBsi1kJIJ3Mu0BdoxpKF4VngRFKmnkR2Nv7mIp+bOzcVbNqUS2y8g6WBgmak2EUlUG9c3/evvuY3//Q+R7pzOhO45sfc214Sqbk2EolcEYlE/lVifEFkz8zHOKZnhJv6Iy6Rk3RLfrIp8Zune2b85Aiv3a1A3rObI/6jC68fHjDxLOAcJCm/Fam0th8iMnsiDsHlSOd6BJHY/V/7wijblWhZ+FJkUKEZcZuWIi7QPsh9th4RK28ile4C3rKFSE5S2NtmJjJQEURcp1Xe81ZEGOUibma6UMSfkap+6fs5nTPVhvwONCLCKhMZRJmOFI+4Cng7XB29OloWHgDUhquj//Z7oyiKoijKjs92F0+lFVVX1FSW3whQWzEtB+nQHISImiKkM3M8UiTgBKSQQArpvPRGxFMp4roEkVyGw5DR4n96h8lGOjp3IRW0ViEJ6fMQAZGujvU2IlI2AM8iHaLLkUp27UhC+nXAwL6V42/z2myAsr6V4//lLH0ZIpGIDyn//YN8N6umwbS6GH6LCIQgMn/M/khn70DE5dmClA0vRQRkMfADJGxtCDIPzsPefssQ0XGytz+XlN9nXCdu/fEkhp5Ih9MlHuxOMF4MbMbSF8uHSTc4PMs0tSd8zmLwF3rN3oJlYcHmUYvri+esoUPEHIfkVHWPcJMLdItw2XzgcOCtSCSy4t3IhCmvcUBmhJteQVyF7yOJ9Rd5n+UYpOOaRK7vW971+ci7DtOAuUnMhX7sL4CzvPNxMdDs5VQNJhL77NxByg5EtCzsQwR/DJiM3P9/QipHjkbu6YOQ7+UcJGzvA+T7/QSSV7gHMqfZY4g7tQm5r1731g8iLmwGMiiRnlw3HwmvbUW+Y37k+zQOEfeDkd+Bbt72MxBH+B/eHFaKoiiKouykbFPxVFsxrU/fyvGrO70eAZQjI703I45GUYSW6RGy1yIlsecg4ifdkQl6f+mJLRN0TG7ZhIxO74YIoIXIiHIC6YSNQERRNhL2MwERKYcjzkYigT3uIdrPPpvMBUi+xXPISPYa4F28iTf7Vo5f6H0GHzChb+X417bGOYpEIpchYmAGMD4SidwWiUTe9tr8EHCld86yI5HINIDNv77kzgWBBc++zvgEMp9TPyRc7xYkt+okJMzofCAvq6FfXmveqhYM93rn7EakuMR+3nlNTyDagIjOMiAQoD2ZQeK9JnLHIZ3WB0n5zgu2F8+OZ29YFGgrsonMzT9BcrqaI5HIFb/77e9PKawbM8KXyqxsMO6VLxWuvWlCcGljhJvyicQ2y4cOjQROIRK7yiv6cATiGNzonfNDkWs5wHvcbx3FpohYY5Bket6dJ5F7ZT4wkEjsua1xPZTtT7Qs7AcGh6uj1dGy8JnIvTkBES4fIffn2ch8ZI8ic4XdBpyLuLTZiCg6DBFOfkSApcudr/Qe+3n7XoY4TT285X9CHOjpiIt7AeKGrQhXR1/+Zj/9tx9jTE/k93sv5Lu4HgkPjiPXpBo5143Ardbae73tQsgAV3/kmtxgrb1nmzZ+K2OM+TUyIATy/yY9/9Xd1tq/bZ9WKYqiKFuTbS2eTkVCcaLArcg/2VOQ0dwspLPyegp7lA9j6Sii0IZ05Eu85+mKWa63jl1MYsOuBPogHaW26tbUiqGZzgpjzCagD1JsYC3wNFIFaxXi2Pi9/T0BXCG7a8yGomuRf4LvPEH7YccTrBtYecAZtRXTfuF9hnf6Vo5vApg8cWoBMGDSlAlzvuq58SbRXQIMjEQiC9LLJ0+cmp9y2m+z1v55S4+P6oC+xvWPufqaq/7+Ofv4V4icVxrdeOd2HHAhLrtjyMDiJxXs47PBZCrY1I4Iz2rv/PegQzzFkJH8FNBSxJZYkETeOrpbIJDZ2rop6fN1T/qDKWCRcYODrD/+D0T8zAU2ZjX2y2/NW1XVbd0Brc9mtwcWBd1ZNZXla/+tzdx0y4zU4Od/nTj/2icyfndcnmkrQzpUi5HrPgq59m8gbmQmIpTORsK65iL3wi3Ah0RiWhp6JyVaFu4ero5u8J4/h7iUDYgj+wAysBBCRPQUxK0ehAwK+JF7uSciquqQ34Z+iFCfjbi8o5B8qXuR0NJzEVdp+Tf+AXcwjDEGCeW9z1o7xVs2CnHvVgEvWGuHe8sHIW7zX6219xhjfgWErLVXGmO6IQMjPa2130r3zhjjt9Ymv8T6Tdba3G+yTYqiKMq2x9mWB+tbOf5R4H4kFG80MoJbjAinLG+1I30Y045rXGy65HAcGWVuQ5yV9MSxThKbWEuytRTfIGBLynVbWpPumrIsX19vRLSft+4MIIKIgZ6ImzEaqeK1D/ALYBME2iE0/0MSPwHW9q0cf2Mpzr230V66sOKds5EO1rvA92srpqULbiTpKGv8LyZPnHrw5IlT+3bx9PTKbhh4RbCl22mTJ07t32n5sObcmt8lM2IX5sWGfA9oLtmwb/PkiVPPmzxxakmnY53Sbd0BqwEikciewFmZzb0vK1633yH5W4adgGU4yWAQlwzARyDupPwtS5BOZQvSAZ1Fx0j8Bm/XKZPM2IDL0s0Ulqyj+8Ppz+q4bm9cYwE/DiOtPx4FfrDBzRm4NpU3HDiiNW9VCPjhxp7vFL/6l6NenE7+6ZFI5AIAIiHfz1L3+x5smXRrfzfeYyEDGqa7Ixzg+Y1u7mqvLQOQ0ew3kXvlEERY7Y90hF/wrt9ipDDIbV0838oOSFo4eSwJV0eHIu5qAhFNLyL37lCknHkPZJDmXWRwYi4y+LEBufdzEZdzEOJi9QfOCldHT/eWt4ero7/cWYTT5IlTT588cWrN5IlTXe/x9K+5y4OBRFo4AVhr51hrp312RWvtMiQM+tL0IiDPE2C5SDGQfxMnxphSY0y1MeZeY8wiY8yDxphDjTHvGmMWG2PGeuvlGGPuNsZ8ZIyZZYw53lt+jjHmGWPMa8aYGmPMj40xl3vrfGCMKfLW2917PdcY87QxptBb/pYx5mZjzAzg18aY5caYgPdefufXiqIoyneDbSKeaiumja6tmLZXbcW0XyOd3DOQEI4mxCnqjYTGBRAXZL0DPotNz8uSC6RSuJlJ3F6I2xBqx/W9RKK5B76kg3kWwDHm2QyfaQPe3hR367ckXIDi+ST3nkHyR8CgOG54M263BtxuSJjfP7w2DAGGgu+FMfh7vk57eHnFO0/vSSB+KZkzczBJpIN+ed/K8ff0rRyfLK2oCv25oNU/ZdxPakbcN+KCz3z02UjH7T+IRCJXAEyeOLVw8sSpB3Rbd8CZ2S29v5/TVLoYOGfyxKnZkUhkSEMoesAv/3Txosy2Hpe2Z2yuRzocHwFrJk2ZsKnTLl8BXo9EIsdEIpEZQLe8xsF9HHzTM9pLrgzEQ/cVbdkj7hBcgiULsDhuPtKZXAPshaXM23cccXhKgBXWJEO4Tk8nnmWRzlITEG3JyfEHkqUbcf41AWkNLv4S27ylh9M4GHG+TkDKsYcikcjIOzPf2A/JY4JILHVzalKf1akh/3wxfkrVlMzbCo/wfbwBGPCKu0/27+OnZwN9pjecG4qnmNCUDO2F3LMFSKiWz2vjQq9dn3qfBSIh83nn/ZvmxlOPOXR7HPe7SLg6ern3eAcSYvtjpAPegAinW5Hy9w8ieUpXIY6IRYTRj5BQvHpvmxzgjHB1dLW337pwdXTFtvtE3yyeULoDGZAw3uMdX1NADUfOZVf5BPnugkwkHEa+s/OAn1hr3c/ZZjDiDJZ5f6cjgyc/Q64zyCTKU621Y5Hfgj8bY3I6tfF7SFjhdUCLtXYPJLT5h9469wNXWmtHem25utPxg9baPa21v0N+u8q95T8AnrLWail6RVGU7xDbJGyvtmLaXkgM/EFI3k565NFFQun6ImLKAbJc1zpg/Y7jbECEUwBwXWzcQpsPsxkJ04kjYTXpMA9Tn3RDBX7nB8DZ1lrjhZDMjGNPTcFDWZghSdwJfpxGJPzrHe8YwxB3awtSnOIMJMF8X4DniV91LME3+laOf7bzZ7v0ktfObDa25a6/Hf7UiPtGZMw7e177fzsHfSvHf5x+7blLewDR1sx1RRlt3W508AUQITATGUl/D0l2HwXkTJoyYaO37a6TpkxYPHni1EOAdydNmdDmLe/ZlrnhB5lt3X2IIHwI6Swu29T9vVuKN+xTuKnn9Pd87XlnpTIaeyNhTSlgYr4bq2hM9nzbBltHA4Fgc49EPHt9EkOTd46GYsnH8Bsk72ow4grmIq5hKzIvVR0ORRjakNy0ekSITUeEZClwXsm68Qdt6vFuBsZ9biQLnLkMK86krc9Puaslk3g/YPd26y/NMMnXEYE7yLsPhiL5LqsQB7HAO04jkp9lkQIWRyJ5UNcTif3bHFTfJJ54yrni0ReevfHUY64Aklc8+sJft9XxFSFaFv4+Eoo7EalM2YgUJbkcGBiujs7x1uuOOKmtQCpcHf28zvtOweSJU2sQwfRZVkyaMqH0q+zTGHMpMNBae9nnvFdKp7A9b1khsMZam2WMORnJs7wc+T1/DRhlrW34zD5es9bu6r2+H3jFWvtgOgzQWru75wxl0uFcFSHhw3sD+1lrL/S2XwmMs9auNsacB4xEhNI8a21/b51dgMettaONMW8BV1tr3/be2w/4hbX2eGPM+8CF1tpP/8u50bA9RVGUnZBtNc9TBiJMViIV4NIFHIqQMBlDx6SUWY5jQHKeLBBocW2Nz9r+G322rRCTn4PJQUYNVyI5TH9EOs6+fJ/pibhIJcaYzDbsp5mYeUHMCCTsa5gfpx24HTgWyXnojfzj3YwIgu6I+NgXqbK1MBOT11k4lVZUXQLc/vNE1kNeO+ksnLyQPvNsfaIAOOr4gkDNZ87JPUh1vB9mtJWcbXHng283oF9T7vJbslp6n+hzM9aVZb1Ruaj1wGEu/rLJE6c+B5TGA/WHTZ449X6ko3Dp5IlT85H8jb0y27pfjuRqvQ78KWnaSnCSPynZsO/MSVMm/D0Smb6fdZJvIY7fz73PeUlzqihm/W27I2Fw/njW+kEYhnnXZgLQimEtUrGwyTtXfkS8jgOySTnNxvWXWF98NdJJSyJVEx1S9iB8ZhkiBh9ozVw3G+OuASYNYPXguQy7Yk/mHpBJfDYiIMMZJrkIGWmOe/s5E5lXp4l0mXV4Bin24SBiPAtxutYDA5HR5m0279MVj77w+o2nHpPhPb8x8tvffu/Ppx33vOO6Pbx2RK549IWvPWGz8sWEq6OPe087h3F+5D3O6bRe5zDAnZ3+X3J5V5iPVPLsKnsgOa8guWSVVkbwlhhjlsO/3O/OdB6Qcju9dun4H2aAk6y1CztvaIzZu4vbfxHN6SfW2ne9UMKDAN9/E06KoijKzsu2ynk6CalStRJxDoKIoEp4f0kkZKaIjuIQDRsSrh9oWeGkijN8zoe9cLJzcFYiTogD7JbC3oBUbHoDmOoYMx/4hYs9GBgxi+R4pNz3YGA8kgP1JnCF97wPkvvgIkniryL5UBd+TLwV6bQfchiBD2srpg2urZjm1FZMK62pLL+lprI8PmnKBPfPBa0nllZUDUx/2NqKaZPWJtxD18Tdoz236O2+lePfAZg8ceoVkydO7YdM/PkycHgA/wYfgTKLmwc8kdnS/X6w+cBBBnuKwT0OCXf0A0f5klmnI+7KoUhnpBm4OIktWuskXzYw1i/r/sVvMwv9qdw5QO3kiVOHF24cc3ZR3ZgfZzX1WYY1VYH2gsuwHJAKpH6MY38EnEgycBgOrcDijJYe2bi8jAiawVj8iLgMImI0zzt+AkybdVKzgIJAeyhJMtiKS4qU047PLPbWvQAX25y/1EVcqN+Pibz7fWCVn8RcZCT4DkTQ5iHlz8/z7iGLlDJv8dqwEAnhaaAjNy4H6Zz9lnQnORK6iEio6Itu0K3JFY++8K/OWuSaa576+cPPHYsIvwOQqoaKsj1Y+SWXd4WpQIYx5qL0AmPMSGPM+M+u6LlINyCFXdLHPcR7rwfyv2HZV2zHK8AlXv4Uxpg9urqhtTYGbOnU5rOQaSv+G/cjrv4OXRlQURRF+Wp8o+KptmJaH+/pBsSJ2A0RUdBRZMEiLkE74mIkkBCbD0M+8wnQ1tc1G4E+PsxUZD6fTcDMWlL3LiGVhYR17Q70XkdqcAI7tBVbBLjjCOQgAuh5JIStCYmJr0VCytLx6mnHKY6IqIwxBEYhI5pBoAoJE8tY2p46e/LEqT1rK6adUFsxbdB08muPIhBLf+7NSfeuj5pTc9Yl3GW1FdPOQdwPAHId7kZyMEYiHfyYhb6Y5Oa4r34RcLDfzbnd52Y2AdesbjuUFMF0FbE/TJoy4Y+X3nbUGGQC0BiSEP9T4GM/5qFerv+XIccePCSTJ42Ufn8JmDhpyoRnJk2Z8Kk/lbPwx1MOvdS4gXuyG/uHcxt2nRL5XaS627oDXotEIs8Ak/AnfomIr/vbMzfegsMYXI4gZfJNPNtJWkzC0gsLTntuPilagADGZppEhsFSkAjE/PjjBbjOmqzmPnFcCkk5IVym4vpH+xLZRwIrcZ3fTp449Vh/PP+oeU0nHoYk/a/xHs9CBNrfkTyEVxGHMAWsXxcfeuDq+G5+7/p8ioixa5DiH5neuemJhAadQCR0M5GQ7z9u1G3AFY++sAjpKC4AuPHUY6648dRj/DeeesxR26M9yneSXyEDD51poSNv6EvjuUYnAocaY5YaGbz6A/IbCrCLV5whirjOf+tUjvz3wL7GmHnI4NeV1tpNfDV+j0QvzPXa8Psvuf3ZSJ7UXOR/yTVfsO6DSCTFw1+hnYqiKMoOzjea81RbMe3UvpXjH62tmFaCdHA3IHOwHIw4T3shOTOfIsJqIjIJ5mqkI3y7a+0pKWuDAcdZjLgRi5CJL3s3p9z/CxhTGHTMPcAYb/tMJGeoF9Jx3uQ9JujI0VmLhK3lI6OHZ9MxKW06ofwdJBxsHlKla423Tl00nvr0okBz2Bo21lSWz6mtmDbqCBrCxuXVixuyioEhk6ZMqCqtqAr8vD5rf8A3acqE1wHe+Olbv9uYcD+sS7EBycl5Eenkh73jNgGF8eDmXwfjRech/6CvQ0Y7n0VCZEZ6n6/Qa9M8JLZ/DFCXoDUvQLB+n5zg0g+aU8sR4dh70pQJd0+eOHVkW+b6jUl/U15rztqeGDfabd0BbUhhh3cmTZmwIhKJlHjHfRURuZux/AjLUFK+Z1O+1GkZbd3jyawNdcG2En88Y1MRDs3AJ5vjBfvn++obs+LFWYmsunkkfYXG+h+0vvjFGDsLw4ZgY+8ifIkV8eyNLVia/Im8hquC12xuSHaf/7Z/eHEhsQn7M3MgIvxKEMcwPWdKCVJxcYJ3DfHuq2Kk3Pp1SG7dk0g1xzpgrPf6Q2/ZVURitZ9/1247bjz1mDykk9YNCYf8+IpHX2javq1Sdma84hDXI6F6K4FfTZoy4aHt26odCy9X63hr7Vnbuy2KoijKtmebzfNUWzGtDEkKLkBybXohIR+7AdOQBP93vfd7I87KHkjS90lIrkt/pDNcCBzWmnI/yTDmIMcx7Yjwyfb+NiAd0lZkNHIOEtq1j9ecHDri3dchgmmmt+wgb91PkZyZduDglLX3vhBLHn18QaDoYBpOf5P8efW48/yYC3Mxj/atHL/oqR+/+cvSDOeV0Tce+EnZL6p+PSzusyebYEljK8Ek/HzSlAn/Nv/Q5IlTf1QaNCVrE/bEdksEuBYRBns7/qZNmancuhZLDKjNylk/q6k1LzfLzT7EQjgh52EJ4tBM89q9BKks1RcIxrF3BTFrEdcqEwlXHJ9wmmdZf/u6y/528h8mT5wamDRlQmLyxKkXAxuOLwi8AsT7Vo6PA0QikQLvvDwENJIK7OFvz13vZjTv4/ri6QlIC73z9LGJZ5VgUgXWEMIfN1v8sQzHsr64aeCr/lTm9cCDKX9bWyJz813tpK437YVPBzMa/hjhJgfY9QN2H7gLK2MhGj66hXOOvoI790Xm73nM+wxRpCpirvc807ueGUioTQ4iRh/01luECOcAkdiNn3dvbi9uPPWYixDRlC6xXoKEmN55xaMvaAUvRfmWYYy5BZne4mhr7aLt3R5FURRl27NNJ8lNU1sxbQQiTM5CwufakByes5ECBnsBByKuUX8kLO0Z4BHEoalDQvuykLyfV5CO5yFIKFuBt89sJAyvERFmhyAd7j2Qzn4DIrICiJDrjgi3ANIpn4cIrEUz2pJvDg34+lzma55RjVs1nfzQ92jMG4bvuLdI/vNqsk45jMA6oK5v5fjpkydODe2e5dy01HHf+22gteqChoxzr7r10Ot3//mLvf4Yz/7Tblm+31TVJ4YlJa+nHKmol3bWFiBlcNchFcL2yAw0X9TsYn2pHL+Rahob/DA0aHiuxf6rvQOAIj907+1j4asmkVGWDKTf+xio2ivbOeTjFncKklvwE+98tXjnt2dp0IwZle1/rW/l+MVEQg7gIxJLAEQikV2ANUXr9z51c48PuwNH4pIHxsWxw4FLM5t7/RrMyrbMNbuCyTapjE3WcT/CH+9RULf7LNe6Tc2hxYtSgdaZbW0FPw4kc9f//oYLrgO48dRjBjWG9zxgFJ/GT+S1J2roc34pqw9EwkuPR0IoQZxJvLb7kBypU4D/Q1y53t82ofS/uPHUYwzyOQ4CTrvi0Rc+/uItFEVRFEVRlG3NdhFPaWorppm+leNtbcW0c5GcouuRjvIgb5VLkRnpDXAzUiK7EREZGUi56g+QsK4c7y+IzK8URoRTuqBBDh0FKnKQcLQGxOEqRkTaFkQsZSCCYymSo3XSGTT9+H5y1v+O1hMuJOPacZUH/Wtuk9KKqtOH4OyxCPdXwMDfkbX7WyROPbo1cPWfg22Rib6Mx3aJ+y6Ktrhn+QvsgzTwyH7Z/sNmtaT2anAJpUQM/hPYFXHn2oFB7cGNH5tEpi9o88YCBRb7vMF0887TT7zPMhfY6IOfpzzBF4CcFBhXQt1akNyumZZUicE3EXGrHvDO58VIGfFPkPUD3vODJ+T/7dmZzSdVLOm29NSchoF/y27pdwsQ2tjznVm5scG/aMtaP9x1EgVZzb0amvNqNuHYl4FTTTxrf+u0T8XnPo7hKsTV2zuzuddiJ5WxsCWvZnr+lt0GJP1NB7bmrGm9+ve/Ph/g5h/+7rahhf6+RxX+qdo77+OQ/KZ0vlw+IopfRELx1gN1RGLHEQmdj4TmOURim//nzfct5cZTj7kbmAwsvuLRFxr+1/qKoiiKoijKtmO7iieA2oppv0UchBJEuJyClNneF3Gc/oZUxctCclosHeWrLSK2mhBBlM5vSrtS6ZyYLd7rNkRMtSIiq93bph/iYExDHLFnkaput3ht6odMyLjLTBLlLmb6iZUHf5D+DKUVVQ8Ca0e2+2bMzUiFhuDcdSPZ/7clZU95zU2883+BzNFNKffnHzanzjwkP5BdG0/d3Tvg7Pl8LNlk4GcGBpY4NBYEnM3trn1/U8KObYZuDu6HLu4hbThNPmjKxHm20Mexm1JY77M1IIKpaFCGE1zW7q7yQ/+kCMqD8g21Kaipp6mHz2a7wEgHZxESBvkoEEEStSchJYdzvOswE0hOmjLho8kTp+6LlIXvi4Tnnd8a2DL25bzmp45qCfRsy1o/LKOt2z1YWpvyl55krP9xm8wcn9/Ub0Q8c0tDW/aaJ4HjTTJjXah+t1ecVPCwptCSXsYN9MhtLM1zCByBhMH0nDRlwt+IhPzRYODyDGs/GJRIbkRE8LGIgJqPOGanbEn0ii5qO+javfMeHkIk9vKXu+u+vdx46jE9kHyuXODuKx59IbWdm6QoiqIoiqJ4bDfxVFsxzYfM87ESCal7E3GANiFheJciuUsu0qFPIkIpFxE06Xl93ARuIICzBXEp0mXQfd77bYhjkUIEl+Pt148ILeu9twEJ21uXwg1swRa2YlcW4iRycd5CHJ7sKMnghbRMB/avqSz/8+SJU/PmBZNTpvzt8DMmT5x6wp8LWnMPxj99oml7+KWMWae0tO177aVk3duUsode7GuecQPZK3vgnDGrKXlkytp/pFzOyQoYN+7aRteYoQnXvlOfYpckhBf6EwsGJ/1DUthbfZhkgWN6JF2+1yqOy1ykQES62lymd2rnI8KqBZlT62zv/csQB282UhJ+eZHP7JmBnbouxQ+zHRqbXXoiuUUNwJ+99f6GlFRfgjhjH7dnbBo4L3/NvIG0bC7euM96YFDS37Qh5Wu/IKO9+InXsuJnjnbWGF+gMVxQP+KZ1qw1p1prnslq69En6W86IBHcVOQa81TK37bbW31eaz9+waVTEHcs5//ZO/PwqKrzj3/eOzOZbCRh3zECIgpRcK1rJVqtBddqsWqLrbXFoq0V26Y77a+1sUqtCy1Vq6ZVK9qqraCtFlAR9wUcEQSRyL5DErJMZuae3x/vmSZFlrCJyPt5nnlm5txzzzn3zkxyv/fdvtbl4h6VnXM7rYlGXrv9yoXzGVc8Elgxr/HTtwzMe/ZbaMKMP01Y+WgdsHrMxPL/1mDZ1xk/ckQ2++XxYydNfn78yBE/B347dtLkmm3tZxiGYRiGYXw07K2YpwjwzV6VJ922tGLGqahL1ndQsTMftf44VEzlowIhRAVRBEhvSocURgMHPIPGSMVR97z2qEBK+/fZCu9pVFAUAy+glq0MKiga0DijY/w8yRRuTgwp8vvOBe6aSNMZZ7rYW1939UPrA+4ETv0ssT/OJxP5M4V9PkNtn0ZYB+F4CE57niK3MJl59NM3n3L29Gue+fnSIHP4yTmxpRFkcjJ0x8QD+Xdz6H6wqjlz2ltN7tEOUWauThMCt8Th70MLgsis+jDSpNaXdqgr2zz0fSfgH+mc9V+JNnd4Bs22l4sKwJqQMC8gSGWkOTfictag4nA+Wtfqz8DFPSIUrs1woIO/5AbuhLpQegD/RDP4XQ7c7Y+/AXXvezoV3XSmk9S8IIwf7iTz6DW3n/OLCaOn/aAoWH7ugLznf/Vq/QUXHlXcfOWaxtwb5uS8l1tx09cvHzdu3GBCOb/z6pOOTUXqNgyKvdz1/abjU8kgeCwS5h6Aul+eioqzuw/L/+exJxXd8xjwVMZF+kUk0zxh5aPzx3Q771Jg7W1c1vdq7h0MPMm4mr/v4NfvY8v4kSNOQF1Sj/fPfwOOQG8oODRl+1HA/LGTJu9sSmfDMAzDMAxjJ/k4uO39AE1dfjgqdBzqZleMCqIo6paX77dFUHe7qH+dwVuh0mEYCURSgRZKXO0yqWVhsmZIJL9Tg+/XHpgf4ro6XLsIQeDHEvQCtZCWWKfvAbelcAXJjLu7MBJ0/g71f+i1KXAjojmf/W1uU83pG2PtJpUkj41DQyeCdvPCTM+6gL65NMabyDviaCKHX0zOlUcT+0IS90AydE+tSro+pbnBk4FwVQRZCbydcW7B4uawV4doUPdcXfpCYP2ZxdF3X6pNu1rH2Q76xIRko+MWfx4uQIWltBdWpx3t6lQURYD8DE31mSC1LidsV+hwfxHkQn+O3kbTfx+Pdu6Y0YQZ92zoMKu0/fohy/x5+Dbw7ibCeZHcVW+Vhp1fWtUcvcjP3RcVO8Vomu1RwJ9i1J+dIaeuMV4zNJTU+niYd6xrzu3smhbWSP5Bj6elcUSsOVbeULxqeeGmA6v9eS5BBcHVaNxXEfC1MRPL3waYMHpaeQ71J13R7dI/o0kiPse4msfGjRvXcRw3dwQ2MK5mzS59AT9mjB854ho0Ff/LqIAaAPwAFczd0BsN54+dNPkTddzGvouIOOC3zrmx/v11QKFzbpyIjAM2OeduEpFctGzCTOfcuL22YMMwDMPYBfam297FaDa7vujd9Ahq3cjxr0EtHlnx1AkVAE2oqMr4bdk05WEYukgQSCNqPcq4dHNhWL/KRYp74/vlAuk04U9DuDyHoB9qkVkEHIpad14NcYM2ENYtT7uHZkn6/NwG+dWydu744cTWXE598/uVw3+SPY7SiilXnUjkok6I69IYqZ6Umzw9Laxrl+LxNVHybpL8PIHMdTRs+DV5QV0Nfz6tKHrYl6W+oLw2ln9OfuzglzZlqoa1i5bkBVzzeE36B07d8k4W+G7nCFFgSb3jGe9WdyJ6UV2AutctRWOyMv5xIIRRCNahYidExc5Gf15f8+di06G5wbnvNIXT0fTm1ZA54vTi8Q88VfO9scWFM//TGKxtaqw7Y1gJsQ11LhKNUZ/sFF342pr0YTkx4bXQrTq6IFbbY3lQvKYw2eXvaXXDjKEX/t8AYumgsUM0zDsEmBqGqW5BEJuBFqFM+mN4IST8TEBQjboGlvrtGXwtmjHdzjsaaGZczRs7+DXbZxg/ckQZGqvXAU2znkYF5WA0MUgesB51cV0A/H3spMlz9s5qDaMFEWlCa+cd7ZxbuyXxhLr/PgoknHMVe2+1hmEYhrFr7O1se2ejyQveBL6JxiS1pyXGKdaQDoPcQOqDQAppiWGK+O1ZAZULNGYI8wVp0vcuCAg2oskhEqhLXhEqyAQVYLW0ZHDbgCauWAYMaSL8032uedClxA6bIM0PHEDQa3o6NWRYJPb4BRJ/oFflSfNAM+2hguamgci4D3Cbzq6LbfpCXk7/eanMqtWEkZWOWZPym+8eQey2o2Pv5R9SP2hdo3NVGcfouU3h20uDTM94hEHDYzl/fqUh0wT0HjOx/Pbq7z930PLm8Lw3G8O+B8Qk1iEWVLzZkJnl1/8+8C6aka4XeqHdFdgUo7bg4LzngrmNpzdlyJkbob40Q65AZBnw0kE50w5Z0DwsAFmHCs8E6uJ4DIQnQ7AqQ6o5QqwwJB0KwVtCcAxqlXoiDgVJzcz3KUcYcRDpFgSr14fE0npxfwBqManx57aHf12HiuUULfFpa0LCbgHBJjRdfCmaoCJnzMTyy3fh67VPMX7kiJNRK9y76He2C2ohfA79ftWgVsINqOh8CLh57KTJc/fKgo19kvEjR3yoSO7YSZN3qUiuiGxCi1MXOud+tAXx1IS6FX/gnLtmV+YyDMMwjL1NsP0ue45elSf9E71g7gXci4qmfPSf+kvA0vxosDEIJEQvuJOo6EnRYnUK0TigaIQgHSARYHVaLTIfAA0NmfB03+8VVKDlo2Ij7t/noEV738vgBk/LJJmVyXzxa5Jb0igyfAGZg14mXb8xym3X3HDaT3tVnjRvacWMA5dWzDivunL4A9WVw7/5NeK9DyZ6fCPkzy8MP/OnaP3AOwqWdzouziHEw+pv1MafGJ6JfSa+8aD7Xm3ILOgVCw6d2xQu6BWT/ocRoXMq8oNXGjKvnV4UHTRmYvntE0ZPK3qvKVMZqktjkB+RzLp02Ck/WFcYIem6BpQGcE7XKMtR8VmEuntFUxQtTjR+rjYZbc6FtGvH6nYQFANNEZJzFzafNBDkWNTadpzDDQnJ5Ok5Cq4BUr2js5cDm1I5G+5tH9SVBHrO+gHfSMKFqPtYtRC8GxDUbAjZWKhWsmxiibX+M+rpn59FxV2Ifu/q/HNBQLA8JJPTFF1/ABrD9jTw4TpN44q/yrji9jvxVdurjB85ovtW2oPxI0dUjB85ojMtyTyq0SyP96F38z9Aizwn0HNagxZSnkJLTJphbBcvnO5Eb26If77Tt+8qE4BLRKR4C9u+BzSbcDIMwzA+CexV8eRZCvwSvbBuRC0/s9G77BHUktGICqZ3aEkcsQyN+4nxv/FR8QDpGnHSDrV+dMkNpMn3GfQMzStQq01nP2YErQ/kgAMjyOLySHxyLCK3zCY9rz1Bh4kU/uJa8u58tvLM/16s9qo8aVGvypMezb7/ceVpz/6D1PHAa6sl/OcM3LwuwabRE6PL1syIpP6yJJ7q8X6dG+kykXOKA86aVpe+rW9OcFZzSH3veHAEanEb8lRtejLAOSWxKwbmRW/fFHIV8J1u0eD5Vc3uiOLIypfbB/XpVSHrM7j4ynRqUI7eRc5FBWgayAmlKT8jTbMgethGDqwH2QAMHZw/+dcZIkvRJBhzgLkb46s+80HJO0dCczHwa2Dd8vQRQ4Evx5s7n1ofBkeGKooW+P3WoGKtcxz6FoHUxzbkrA1q26Fpzz9A43P+GRLGUKvW+X5t6/1zPnoBlwJuATbG0+03AqlM0OT85/y/jKu5exzf2Rczz31q/MgR2WyIjB854tPjR464FD1Xc9FCz1H0vP2fL5B7MOq+eQL6PW4A7g/h9QaJ53bbUHd6UUPTPz7qAzH2aa6npXxDlnzfvks452rRRDTf2sLm54HjRWTArs5jGIZhGHubvZ4wAmBpxYwAvYv+AHqR/nfUGjUddeNaDJyOXmw7VDClUYvRKvRCPvTbUkB9Ogx7R4OgwfdZjiaDSNcSti8iaEDdn0qawrA5QJ7JCaQXasm6HnixGff5cuoera4c3rSjx1NaMeU8oLm6cviUgRWPnfX9yMYl79Z3fKR3U8Hgori7r4uLDF3dHBY0QruUWloGA3VFAecMyosc/GJ95l+om0tmzMTyl5ZWzPj27Pr0uYh0qW4Ol6HWsg6OsIeDbgHBU2gmvS+3k+XFda5HmtyF8/vLwnaLG4/q0kyHlTnUdEkRy2mW8K9FbtMxjZR0g9xXHO5IQRaU5swcmApzFy5LHzkUqEKtUtnYs6Fo+vgTUMGdD01hLhvmNNG9n76nyX8mqVb7zcyQGh4hJn7N+M+uCViJuqZlrSh98VkP6wurjwoyud++7uaLF21+bseNG/edcePG3by1cz9u3LgOwIZx48Z95F/s8SNHnI5aUs9Dj7MBvSmwHBWPM9HzeB5602ByCCdtjBa3L8yXZLSh/mdBOnUW8I8DCg59KBUmf7K8ceHX0BpjTQsK+tUUxBtza1JdPjik9s3HEPk+8LWxkybP/6iP1dj3GD9yRIj+Dd0cN3bS5J2+kSYim5xzhSLSAS2wfQ/6v6V1zNMi4DfAic65FTs7l2EYhmHsbT4Olid6VZ4Uoqmx08B3gc+hGd/+hWZkW4662U1AL7aTvi2NxtOsQa0bz6FiqWs0CJpQK8d84N1GaXphfaRmUhHBrcAT6MX7zNwg+ExOIF/pVXnSKeiF7Yu9Kk9q7lt58l+fp2iH75SWVkw5Go2lerG0YsqQJmJLv/Kry2Y9mBvc+F400+vlMJN4rzn8aS2cWRjwQLeozPTHvqk55BsNoTsTTdvdcczE8pf8+bllecrdvzodzswPeAv93GYLQYeAYDEqtIYDq0KJvg9MiDT1OCCVbpdMk187OPfxp5spSGaIhzjXoZHOL0FOwhHSHFu3DMhd3HxEh+XpIw8INLHEBalIbee0NByBWpAiaMxYxp/3KMRdE90Hohdjc9H9OqACtgAVhZ+JEEuilsMNfhxBsxl28n0bgbJkdGNXhzsROKNgU2ntdTdfvGjC6GmfnzB6WrT1+d2WcPKcgFrxPlLGjxxRhH4G56PuUCNQ6+iZaDHi04Gfot/vXwKX+uf7luT2PDZaV3uNpNO5aPKU5z6of+f55Y0LH/J9NgLlK+NdH+26fvmQQ+rmbEDkKeArJpyMHWDxDrbvEM659Wgs3odiFZ1zfwduAv4lIiW7Yz7DMAzD2BtEt9/lo6FX5UkZ9K79NN/0AMDSihn3ofE1D6OueaVAv0bC5sWEy0qa5fiuOZE4Kq7y0XiZw9A7+w2oBWVDIv+91x/pOPXtysXfngOcBTwCVPeqPGnu0ooZ3wJu7VV50m+z61laMUNQ174dZRHwterK4VNLK6b0QeOxAJKPFjYvq64c/rMJo6d1HjOxfA1w+YLvPXcwDZm1K9NuVBO8d+LNp6RObDXYhNHTegCDx0wsv2vC6Gn9CwJO8HMkUbHyFupOVwBsqA+7DBEar3JI8+LUkS80R5KnvZv89CaIvhFK4yEx1+5gf646CYTxVKd/re/werrD+iOfA45K0VQgRGpjmaI81FoXQy/ea/z5XwocBBKgd5TfRF3MCnyfEvR7dTKada8n0N+vuQ6Nm+oMuHS0PuoIU7F0u97xdMkGYOaYieUjf/39CYdAOahQO2PC6Gmd0JifDcCFYyaW/6b1CZ8weloFMHnMxPK3x40b9zjAuHHjrgVu3t0WqPEjR8Ry21+byTTP++O37v7mFeNHjuiIFiueilpLP0AtoUPRmlkvQLxkeU5xbo/m1SnUvXKx314bwKuHb3pnIPqZ9EHj1l5A3Uz/6sdywLdPWv/CwcDtkJoDXDd20uRf785jMz7x/BCNeWrtutfg23cX44GrtrTBOfcHEekK/FNETnfO7bBV3zAMwzD2Nh8Lt70dYWnFjChaOLQ/enF5HVoktxG1Qv0avfufRC9ks/WE1gN/QjOYvder8qR399QaSyum3IZaXpZWVw5/eVt9l1bMOBGY1avypE1b2j5h9LQIUDhmYnnNhNHTDkRFySvASOAvqMvbRvQYlwEHQdgMQQz4syO8WAjaAwvBvQJyJupKVoNagX4GHBeFrt1i0rw05TqlI/W9JBPJjZD7OppIYyMqQt9AU7t/lhZL0nzgU7S4UqadC/NFgigaKH49arFq9GsM0c8mL5R0CG514GJrAkgckR95f3rea82R+q7nJvNX3dJ+/dBxaBxXIZpMIZswoR4VZevHTCxPTBg9bRDwzpiJ5Xv0yzx+5Ig+aDr2WyD6KKQfRr+LXdB4vP8AN6CisQ8aW7cKmJ4icn+MTMYPVYtaPo9G3VTbofF7b6F1cIpRMZa1Or0JyNhJk3/p1/Et9Lx/YNn2jB1hT2TbMwzDMIz9iX1OPGVZWjGjfa/KkzZs1hbvVXlSstX7Lr0qT1r9Ua+ttGLKNcBj1ZXDq/37s9CL5COqK4ffv6vjTxg9rT3wHfQCegXw2aWRzKDemciDJRGu35BhCioyzvfby4AFh8TlifeT7tNJtf48jrqUzQNeCUAKA86oDVmJWjrKgTv8/u+igeD3o66TU2kpmPs4auk7ws+5PszUHYJE5wRB3gGoMIii4mkcepc7x79/Ffi0w90tSJdi4aiaoPEJMnk9U7HaIbFU0Z+BvwE3+77laMHY5Rd3umrjA2tvXzNmYnk4YfS0EtTNceGuntvNGT9yxCXAlLGTJm8cP3LEIWgNquVokotbUCH6Nmp9yhZ6PhgVeJ38un8ewvVhLH5oNJVcjorIDmgc2CpUXCb9vhNQsXQHah39FTADdQk8lpbYvveAQ8ZOmjxldx+zYRiGYRiGsWX2WfH0caa0Yso30RTj96DxN68Cx1dXDr93d80xYfS0w1HXr/nAnKfzms/8TGPOCRFoVxgwoCakCfg9atH4dQCpTO6aF6WpcxyNybkLjS1bACxd3+GN4Ozk0W88X5/5Dmo1uwy9QI+glpVsPa0MallZjoqvatQKNB24GPgjenF/kT/2CQIXOHX5exH4vEDSadxTXSpW0y4M0sXxZMcXUMExELVidQMm+ucLm3M2/Dunuf1BwDO5QU14VMHfej1fd/nLYyaW3+fd+rqOmVi+W4vGjh85Ypg/jghwEirklqHiaJ0/R7mouKxGP/N8f47moy6m3VELaEe/bQ0qHDuhIrQnYfzggqaaVH1+7h+AM1DX03loLNmpqMWtJxqTNxR4HY2Naj920uT/cWE0DMMwDMMw9hwmnnYjSytmlAJre1WetKm0YsoNEVh6FJGnJlV+dqsugqUVU6S6cvhOfQgTRk8bO2Zi+fhW768CrkStE++g8Q2NwLVBkCpujtauiTZ37IPGD52Put4tBd4ICc/vHAQPbQgZUSD0rnO8BfwoQ/JCcAdFyB2Mus6djLrubUKLRzU2QnGzioONaJp5Qd3tzkQtNRvQeKf2QBiFIWkVEf9BEyfEgZ+g4utF55Ivi8RHo/E+AJKMrxscT3ZMoa6am1BR8jrw2zETy9NbOh87y/iRI9oBr6HC5Q7UsnQSKoK+DlyLWoIORmNG/u3PS+DPbU9UOOX5fXr4c1OICqvFaFbCRX6ctD+nhailbgYaP1WIxofdAVSgIq43agF8Gnh87KTJ23QLNQzDMAzDMHYfH4tse58g2gN5pRVTLgGKY/C5EhhZWjHl06UVU44trZiSu4V9Rm+lfbtsLhTGTCy/Hb3QrkRdyr6ECpObkkHTu2TyjugUIReNt1mblsZ2jfEVjwIjAoLn1oV8KoT1zY5H0EK3X+0SDY6MEDkQtZociIqxzkBJFAZEA9anVBgsRlPMH4xarG7rFeVg1JJ0kl/iIGB9GpagroOXAs+HklqEWlL+CByabpg+EnUJ7AgMTEfqD45k4qBC5VRUcFyLxnv9N79Gc/2TR08YPe37O3Mus4wfOSIHdVF8DLUO/QLNlNfeH9skNNX6EPT3sx6NB+voX5ejWcU2oCIyggqqGCpqC1AxtQAVWWv91CVoLNvbqJhqRhNHLEbdLn8LnAMch1rkbgGqx48c8aHMZoZhGIZhGMaewSxPe4DSiimCWg/6o9aDRWgcy99821SgfXXl8Gc+ivVMGD0tDxVRtZ2icuvatFuMWjD6hDQPDMhZgVpJOqMWop+isTYr41CaVJe9Li6syziXrAkinRr8ceX6cZejom1gU+6qzrlNXV9Ck0VchQqI89F4qKeBb6DueT3CsLGvEH2vOa82P5YsfjNT/+y6SO5RRweR4qvR2KaOQGko6c5ALHDR6jC9tLcLNz0WyRl4GxqPtRh1KzytacNvH8xtf+2AMRPL39r8HIwfOaI96ub2/viRI0rGTpq8cUvnavzIEbejYqUGtQIN8fOsQV0IXwWeQrPi5fs11qKxT/PRgrbr/fnphAq+PFSwFvlz1Rd1y+uKJodYhVrS1qEp+m9AXSszaNKJEC1AegDqGvgCmvxkzdhJkz9UC8swDMMwDMPYM5h42oOUVkwpRDOqvQo0VlcOz7TaFlRXDg/3xrp8Br+fAJ3TNH4pIL4uINhAS+2lHFQ4rEtF61KxdLtcIOXC5sJ0UNOQyQ2Lcpu6FqDFdM8AJqMJIwrR9NyfRYVBGnVb+2cyZ12neHPHU4DnUQuKkKprHyBrwljhUtTqcikaOzUcFVqD/DqyImVFHmvWNNL5NtQKNAR4FPg0cPmYieWNE0ZPO61pw2/7AvePnTS5PnvM40eO6IxafOYBF4ydNPl+354HDB47afKr/v0X/DqOQK1Dx6ICpisa6/U6mnGvg19zGTAHzTi4kZbaVe1QYemAKFIguNQmaG7vz0udH2MTKq6aUEvWMtRlr9EvvR2aMONCVFz9CrVeFfr906gA+9nYSZPtx2wYhmEYhrEHMfG0n+KTLHRGL7xHAR9kSJ4ZRtJHOBc+lxO26wsEGWnuEnE5Baj17ABgdUgmHhCZDRyCWpHSqJvfcuALaMKJ61ERNAg4LB00Xh8N88p8346odetTqFD7JWpdmQM8iLqwzUEFyyZaLDYXoVawEcAZLmx4MFn7lytw9ZOA5NhJkxcDjB85QrYkJMaPHDECmNPaWjN+5Ig4ai0aAvwDFUrrUGvWetQitAa1oK1ERUshGrM0yx/jSqBkTp/agkGLi+pRMRSiFqsuQDNEctSQRNyfsyb/6OrH3ujPBahFrxkVjQ2oC+Dz/tzN8Z/D9LGTJj8yfuSIK4Hzxk6afPr4kSO+B/xl7KTJKzY/dsPYU4hIN+B36I2ijagl9Rr0OzwXvWGRi94w+L1z7l6/XzFwH5o2PQrc5Jy7ZzesZzTQ4Jz7866OZRiGYRibYzFP+yljJpavRa0c+ehFzW0R4ldJGMwIXbJ9E+keDflLJeJy1gMLugVvdQlomOsIi8F1CAnL0QuiXqgrYh1quRqHioNvoEkTmoEnomHeIDTGJwCWphqeu9q51PtogolsSvWHUfH0HeCFMRPLR6NxVL9ERc2nx0ws74+Km79cdceIVWMfnPRLP1/j+JEjvgiwFeHUAbXU1GbbJoyednrdIUf1qzvkqALUYvYNVKxkiwN3Ri1HPVHBV4i6zNWjMVCHoPFbzUDskMXt6lHXvYh/FKGWt1rIrPRtK/05z0UtYTn+nHT2r2f68SKoAAMVdcPQeK+voDFUA/y2Q4AF40eO+LpfW7/Nj90w9hQiIqj19xnnXD/n3JGoy21X32Whc26oc+4Q9ObHNSLyFb9tDPCOc+5w4BRgvIjksIs45yaacDIMwzD2FGZ5MgCYMHraH9EL74WOMCYEy0NJHxG46DPAd5uDTclImCMRcsQRvufgU8m81S7e1On5wEW7oRaiXqi7XR5qLRkJVLkwNSSdfL1dLO9TCdQSMw4oHzOxvHLC6GkFwJfGTCyf2GotUaBgzMTymlZtkTETy//r9rglxo8c0WPspMnLt7Lt08DCsZMmL/XjXQK8tabbc+8CkXZzX7sYFU9d/PodKnBALU8dIS8FyY0QHogKnGVo/NJyIDeMRGOZwuJIrGbdfNRilUZFlqCCaR0tSSNqUTHn/PbQP2K01H2K+L6bUDe+9WimvaNQl8lr0Ux/IZqk46vAeaj177GxkyZvsfCysf+ytGLGh4rk9qo8aaeL5IpIOTDOOXfyFraVApOdc4M36z/eOTdURH6Axl6OQW+0PA0McM6Fm43xJGp5PR79zZ3jnGsUkSvQ7Jc56Pf/S865BhEZh/5mJgN/ds4d02qsx51zZSJyJJqEpRBN2nKZc84stoZhGMZ2MfFkAFsWJxNGT8sBLgG+kCF1MLA8QiyGxgMtdYQ5QhBBrSt3AT/zzwPQTH8jgT5hpvaIdOPMR3MKz+zfXPdIv5x2539lzMTy3frFmzB62leAP29LYI0fOWLs2EmTx/v+3cZMLF/Zalt7NJ7oJFSw9EYFTC7qorcQ6K86xyWB24CrabEyLUItbxvQOKU6VFhtREXSOt+e7Z9dZwQVYgHquuRQYRXxc7+BuvcdjlrnlqGWqPPQi8YXUAvXQ8Cvxk6afML4kSPyx06a3LCDp9D4hOOF052okM/SAFyxswJKRL4FHOic+84WtpXyYfFUAqxwzuWJSDvU4jsQ/W2MdM5N2cIY7wFHOedmichDwD+dc/eJSEfn3Drf75fAKufcbVnx5Jy7SURmAec55xaJyPfRmxM3AM+iImyNiIwEznDOfXVnzoFhGIaxf2FuewYAWxIdYyaWN4+ZWH4PcH+EWEWEWBy9A1wFZIRgCZpVsCvqgvYuKgAu849+wIAgUjTyO/fd+Ffgbzntzn9ndwsnz9+3Z5nKCieA1sLJ81X0Aq4QTRTxNmrpaaLFwlQLLoVamr6GXnhmhVA+6pKXdfHrh979LvHjd0R/b0la3PEiqBqL+W1p356mxfo0CDiSlsyGRajF4AhgGmqF+jcwHk0CAlA8fuSI47Z1Loz9kuv5X+GEf3/9R7gGafX6DDRusAcac3i7iBRtYZ9FzrlZ/vXrqJUKYLCIzBCRBHqTZ9AW9n0IvYmDf56EJpsZDDztxdWPUau5YRiGYWwXE0/Gdhkzsfw+/hu7Q3TMxPKvoTE4f0Rd3fqhRXH/ilpavuefHwXewn/PxkwsnztmYvlv9tAaa7ffa+t4YfU8KkQ+jaYlF1QMvoveqX7Jt/VDE21k45SiqIDMZsmbhwqkfN+/9QVjnJbfXQYtUtzo+2fjnBppcfULUDfCdej57Ab8H3oReCx68TkEdQ9sHj9yxDg0DmrR+JEjeu/KOTE+cfTZwfa2MAcV921lKJpEAjR+7xGnvIdabwduYZ9kq9cZ9PcG+jfnKudcGfBzWtxsWzMJ+IKIDACcc24B+tua45wb4h9lzrnTd+AYDMMwjP2Y6Pa7GAaMmVj+8oTR076NCgPGTCxfAvw3M9aE0dOOQ601NwKPADVjJpa/7dv2CcZOmvzH8SNHXAE8hxahzUEv1g5HkzScjIqfTaiVahVqWapFxVQc/U1lXf1iqPteNnNePrDat+f6R3e8L6CfqwYVqsf7thmoSCtDs+yJ79cBtZI9ihbpTaIWqX+hYqofGsuxZHeeI2OfZjH6HdpS+84yDbheRL7unLsDQEQOQ38P//Pd8y54N6Eur9l5TwVmiEhX1CL0/g7M3Q5YISIx1PK0bPMOzrmFIpJBrbKTfPO7QGcROc4596Lff4Bzbs4OzG0YhmHsp5h4MtqMF0Nb4z8+g99JH9V6dgfjR464FBUr5wK/QC1Pl6Fueb3R5BbtUDe5PDTT3kbUOrQadd0rQIVWEhVKOah4cqhQivpty2lJdY5vi/nner+OI9EU7hlUKJ1Ki9XvONT97wPURel99IKzAI01GwiUtXZPNIxW/JAtxzz9cGcHdM45ETkP+J2PKWoCqtFU5QD9RORNWlKV35pNVY5aUO/1bncCfN85t3YHpv8JWnttjX9ut5V+k9CbOgf6NTeLyAXArT5dehRNtW7iyTAMw9guljDC2K8ZP3LEUDTe6Xk0O9eBqPjphoqcC4HSdDyvRzTZGEfd7ErQC7Vswdus5QjUKrURFTulfqwc9CIV9OKyxD/HUDe9bF2nZt8nF3XXy1qZGtC75QP9+wgqxF5DRdwjaKHf8eNHjpgEPIHGRj03dtLk2bt+loxPCrs7255hGIZh7G+Y5cnY3ykAHgMuRcXTo0AlMAVNxtAZSEeTjY+jF5vnoMIkjoqdNCp26lEBVYwKK0EtShlUSOX7/bN1mFYIwUERoo1pmh2apa8LKpSq0dpZG1EBF0fd9Fb6/TOoYDrYryGJxpaBxps1oyJwGFpHyzAA8ELJxJJhGIZh7CRmeTIM/puqfDgaL7Qadd8rp6VQbgp1mzsUFUgx4D/ACbS4CwktgifrupdNGJHNnuc2FDQXtK/PCYWgWZCGkEwMtSYVopaoDC1JJbKufdn9C1wQmepEXg8y6Wq/nm6oC9+v/Xrzx06anA3KNwzDMAzDMHYTJp4MYzPGjxxxJrB67KTJr7dqOwCtA/U6GhOVBg4D3kStRIWohSmHlrpNhagoehYVZXlAsK4wGeu4KQ4qrppQq1RNq/5ZwbUCjXFq9I9rgc+nijq8K6nmI6KNmx5D6+T0BFaMnTTZinwahmEYhmHsQUw8GcZWGD9yxFg0HXsBmnGvHWoFugq1PqVRsdMPdbsLUQGVi4qfUloSRzSi7ndZkZSHWpOa/PM7aCY0hxbkLUBTn3dA3f0+AH4LXAFMGTtp8t178NANwzAMwzCMLWB1ngxjK/isde3RIp4rgIOAvwHvAd8EKtDitL8BngE6+UdX4H40y1eIxlKFaLaxbLHbalR8fYAKqF7A39HCvN3QxBSXoHW05gMXj500+V/ADBNOhmEYhmEYewcTT4axDcZOmrxk5IHff6dX/oAYMBE4C00m0QtNj1yGJnr4BlrTagIqdppREXS/7yuoRekF4CE0kcMmtDZNiIqvBWh69Agwc+ykyc+MnTT5z8DUsZMmZ1M4Z2vkGIZhGIZhGB8xJp4MY/t0OaHrefljJ03eiIqezqj73gHAd4GXULe8p4CbgdtRIXUnKo6WoIIpDpwHXI0KrEfRFOS/QrPjvYDGRn0dtXgBMHbS5N+1ep3ZUwdpGDuKiJSKyNubtY0Tkev21pp2BhEpEZFvtnrfQ0T+tgfmeUZEjtqs7VERmSUi74lIjX89S0SO38W5NvnnD31GhmEYxs5jMU+GsQuMHzniaCA2dtLkF8aPHHHA2EmTP/Dth6NxTFehwunQsZMmP+23DUOtTAcD74+dNHnR3lm9YewaIlIKTHbODW7VNg7Y5Jy7aW+ta0fZ0nHsoXmeAa5zzr22hW2n+G0jdtNcm5xzhR/VsRmGYewvWJ0nw9gJxo8ccSjQx8chAZAVTv51tr7SzeNHjojQUkSXsZMmT/cvl34UazWMLOPGjftQkdxx48btsbpPXiy8jNYcKwEud87NEJEIcAPwWdRt9U7n3G0icipwE/q/6VXgSudcUkSqgSrUbTaGFq+ej6boH+Kc2+jnWwCc6Mec6I8T4Brn3Ewv7PoAff3z75xzt6K13fqJyCzgadT9drJzbrCI5AJ/QOu+pYFrnXPTReQy4Gw0W2Y/4FHn3Pf8Ov4AHI0mhvmbc+5nu+Fc9vfH1BlNMnOhc26hiHwX+AJq2X50W3OJyCDgHjQraAB83jm3YFfXZhiGsT9hbnuGsQOUVkwZCzB20uR3WgunbTF20uTM2EmTl+/ZlRnGtvHC6U7U3VT8852+fU8Sdc4dA1wDZC/sv45moxzinDsMuN+LlHuBkc65MlRAXdlqnLXOuSNQIXOdcy4E/oG6wiIixwIfOOdWAbcANzvnjgY+D9zVapyBwBnAMcDPRCSGJn9Z6Jwb4pz77mbrHwM4v6YvAlV+raButiPR2MeRItLbt//IOXcUWs7g0yJy2A6esy1xPzDBOXc4cDywQkRORxPZHOPXcqSInLyNMUYDtzjnhqBi0G7gGIZh7CAmngxjB6iuHD5+b6/BMHaS61ErSWvyffvOsjW/79btj/jn11HBBHAa8EfnXBrAObcedWNd5Jyb7/tUASdvZ5xJqHgBuMi/z45/u7ck/RMoEpFCv22Kcy7pnFuLFsTuup1jPBG4z69zHpohc4DfNtU5V+Oca6Kl3ADAF0TkDbQO3CC0mPVOIyLtgJ7OuUf9Opqccw3A6f7xJvAGKgwP2sZQLwI/FJHvAwc45xp3ZV2GYRj7I+a2ZxiGsX/QZwfb28I6WiU38XQAWsfxJf1zhl37n7OlcV4E+otIZ+Bc4Je+PQA+5UXNfxGR1uPszjX9dywRORC4DjjaObdBRO5FSxTsCQT4tXPuj23p7Jx7QEReBoYDT4jIN5xz0/bQ2gzDMD6RmOXJMAxj/2DxDrZvF+fcJtR9rBxARDqgcUzPb2fXp4FviEi01X7vAqU+tgfgS8Cz25nfoVkrfwvMdc6t85ueQrNa4scfsp311KFFsLfEDLTmGiIyABWb725jrCKgHqgRka7AmduZe7s45+qApSJyrl9HXETygX8DX81a1USkp4h02do4ItIXeN/Hef0DdSs0DMMwdgATT4ZhGPsHPwQaNmtr8O27wpeBn3gXuWnAz51zC7ezz12oaHtLRGYDF3sr0VeAh0UkQUvSh+0xCbiUFpc9gG8BR4nIWyLyDhrrs1W86JopIm+LyI2bbf49EPg1TQIuc84lPzRIy1izUTe6ecADwMw2HENb+BLwLRF5Cy1r0M0595Sf40W/vr+xdREImljibf9ZDQb+vJvWZhiGsd9gqcoNwzD2Ez7qbHuGYRiG8UnDxJNhGMZmdJs+6/vAp1cOG/K5vb0WwzAMwzA+PpjbnmEYxod5Ejit2/RZnfb2QgzDMAzD+Phg4skwDOPDrEJTXA/c2wsxDMMwDOPjg4knwzCMzVg5bMgq4DfA9/f2WgzDMAzD+PhgMU/GTlFWVXYEelf+BaAH8GJiVMK+TMYnim7TZ+UB31o5bMgNe3sthmEYhmHsfaxIrrGzvA9cAdyNfo9uBa5lXHFJTerisXWZi3/Rq/KkVGnFlJ5AF6A/8Gx15fDVe2/JhrF9uk2fFQDHAycAhwBPdJs+63vAyyuHDdlm3SHDMAzDMD7ZmOXJ2CXKqsrOAl5NjEqszLat/MF9Q9PugNm9Kk8KSyumFKJ1R9ZXVw7fam0Uw9jbdJs+60FgKTALvRmwABgUpNesDiMdAyT4OvAqkFk5bEjt3lvpxwsRccBvnXNj/fvrgELn3Lg9OOcm51zhbhprNNDgnNvhmke7cx0fFSJyGfCUc2753l6LYRjGvoiJJ8MwDKDb9FkvA/2AIjQeNASCnMY3U83xQ1ME8SrgYiAF/Ad151u/1xb8MUFEmoAVwNHOubX7mnj6JKxjRxCRZ4DrnHOv7e21GIZh7ItYwgjDMPZruk2fJd2mz/oBsBKYCawFaoHngMrmvKErCOLvASOAYqAj8EXgom7TZ43ZS8veKaZO63fx1Gn9qqdO6xf654t3w7Bp4A7gO5tvEJFSEZkmIm+JyFQR6ePb7xWRW0XkBRF5X0Qu2NLAItJVRB4Vkdn+cfxm2wv9uG+ISEJEzvHtBSIyxe/ztoiM9O2VIvKOX89Nvm2cF3yISH8R+Y/f7w0R6be1ObaGP+Z5/hjni8j9InKaiMwUkQUicozv10FEHvNreUlEDmu1nrtF5Bl/br7Vauxr/fG8LSLXtGr/sh9ntoj8RUTaicgiEYn57UX+/YXAUcD9IjJLRPJE5EgReVZEXheRf4tId7/Pt1qdqwe3dcyGYRj7E2Z5Mgxjv6Hb9Flx4EvAupXDhjzaql2AzwKDgDjwFDAAOB84Dsi6nPZBRVbG93tm5bAhIz+yA9gFvFC6E8hv1dwAXHFq+cIHdnZcEdmEJo15CzgcjYUsdM6NE5HHgb8556pE5KvA2c65c0XkXqAAGIkmnvmnc67/FsaeBLzonPudiET8uDVZi4+IRIF851ytiHQCXgIOQj+3zzrnrvDjFKOxmS8AA51zTkRKnHMbRWQcsMk5d5OIvAxUOuceFZFc9AZj85bm8GN8yPIkIqXAe8BQYA7q6jkbuBw4G/iKPwe3AWudcz8XkXLU9XGIX8/pwDDU5fldoBtwGHAv8ClAgJeBS/36HgWO95a/Ds659SJyD/AP59xjIvJ14GDn3NjWlicvrp4FznHOrfEi8wzn3FdFZDlwoHMumT1XbftGGIZhfLKxhBGGYew3rBw2JNlt+qy/oBf7rdsdWhj3yW7TZ5UCA1cOG3J/t+mz/gmMQ5NHfBuIAJ2AhcDilcOG1H2Ey99Vrud/hRP+/fXATosnAC8s/gx8C2hstek4VMgA/AVN/57lMedcCLwjIl23MnQ58GU/Rwao2Wy7ANeLyMmom2VPoCuQAMaLyA3AZOfcDC+0moA/ichkYPL/DCTSDujpnHvUz9fk22NbmWMlW2eRcy7h958DTPViKwGU+j4nAp/3c00TkY4iUuS3TXHOJYGkiKz2850IPOqcq/fjPgKcBDjgYefcWj9W1pX0LuB7wGPAV1BRuzkHA4OBp0UE9Pu9wm97C7VQPebHMAzDMDDxZBg7TVlVWTQxKpHe2+swdoyVw4YkgUXb6PIB/sLYi6OxH8W6PgL67GD7jvI74A3gnjb2b51ARgBE5FfAcADn3JA2jHEJ0Bk40jmXEpFqINc5N19EjgA+B/xSRKY6537hXeZOBS4ArkLF2U7NsQPHFrZ6H9K2/7ut98+0cZ//wTk307sQngJEnHNvb6GbAHOcc8dtYdtw4GTgLOBHIlLmnLO/d4Zh7PdYzJNh7ARlVWVnAN8vqyobUFZV1q2sqiy/rKrsmrKqshP29tqMXWPlsCFu5bAhTXt7HXuAxTvYvkN4i8dDqHtalheAi/zrS4AZ2xnjR865Ia2E01TgSgARiXj3u9YUA6u9qBkGHOD79kAz6N0H3AgcISKFQLFz7gk0PuvwzeauA5aKyLl+jLiI5G9tjt3ADPSc4AXOWufctrI4zgDOFZF8ESkAzvNt04ALRaSjH6tDq33+jFoVWwvaOtQdENQlsLOIHOf3jYnIIBEJgN7OuelooehiYJ9KjGEYhrGnMMuTYbSRsqqy76KuMBehF4j9gE8DR6LuRHOBkWVVZROBfwOr0bvcJ6GuXxFgtB/jMuDuxKiEpW83Pip+yJZjnn64G+cYj1p0slwN3CMi3wXWoO5jO8K3gTtE5HLUAnMl8GKr7fcDj3t3uNeAeb69DLhRREI0O+KVqGD4h49lEuDaLcz3JeCPIvILv9+F25hjVxkH3C0ib6Gfw6htdXbOveFjxV7xTXc5596E/1rsnhWRDPAm+vcFv/ZfAn9tNdS9wEQRaUTdKi8Abm0VF/Y7YD5wn28T4FaLeTIMw1AsYYRhbIWyqrIz0eDwL6MuLIejAijHP9cCS9CA9yb0LvuhqGtOHura0wh0RzO4bUBjZf4F9AJcYlTix2VVZXlACbARdaFaAJAYlQj3/FEa+xM+acT16PdsMfDDXUkWYXy8Ec1ieI5z7kt7ey2GYRifFEw8GcYWKKsqy0HvoK9Gs65did753gTUo+Lnb+jd6U7AGWjK5mo0CLsBdYttRMXWK8AxqEjaBPwJdZ/5DNAfWIbe7X0TvbOeToxKvLqnj9MwjE8mPpvfmcDnnHPz9/Z6DMMwPilYzJNhtKKsqqx1DZdctKZPHhoIfzaaPODHwM/QtNbd0XiCb6LxByOB36OxBq+hbjCvoVaqW9FA8NdQd6afoIKqI5rO+A00FuMnQE5ZVdknJVGBYRgfMc65q51z/U04GYZh7F5MPBn7PWVVZVeWVZXF/Ns5ZVVlxwO/RmOaeqJi6BA0QPtdtC5KArgBFVElqJVqtm9bA5yCpgBej6YZfhuNHUigabI3oLET61Dh9G/gNNT9bzBa58UyWxmGYRiGYXyMMLc9Y7+mrKrsaGBEYlTiZ63argLeQYum3pgYlVhTVlV2Kxp0XQ2sQl3xrkBrtjycGJV4ye8bBe5AUxs3AE/4fT4PPA18DbU0LUBvXuSiAfxDgFXxJlmdzHXLUBF1C3AN8CMgmhiVWLdnzoJhGIZhGIbRFkw8GfsdZVVlXwceSIxKbCqrKitAY5kc0IzGIL2KJoToilqckqiV6FNooP0DaPHJJcDzaOribqgF6mXUsnQt8BQaE9URFVwHAB1QUfQL4OfAH/3rZcDQbmviR67snOwMfBU4B2iP1h2qBe6zJBKGYRiGYRh7DxNPxn5BWVXZYCD5u94NxUDBqeULn2217RhUNHVA0/QuT4xKZMqqyq5G3fF+gLrbLQEK0PTjw1FBUwL8B02NfA/wGBAHHgGq0Lio89B4pjiafCIXFUQhmqmvAfgp8F1UlF2JCrfOqFCrAH6dGJV4bDefFsMwDMMwDGMHMPFkfCIpqyrrCRyeGJV4wr/vAGQSoxI1rfocilqSChOjEn8rqyorR931hqHpxA9Fs+gdBByIxieFqMteIfA+apHqCBwBFMbSsdLOyc6vLi9Y/g7q1vdpP9bTqEWqGo2lWoNatF5FM2LNQWOcDkDrv/wemAXcGiY7nRjE1y5NjEpM92nN+yRGJd7d3efMMHYnIvIMmlAlif5m/gP8OFsvSES6oTcrjkbT9K8CrrEEB4ZhGMbHGUsYYXwiKKsq619WVXZ2q6YuaN0lABKjEutbCydPE/AMmqAB4HjgZjRZxDQ01ihA45U6okLqKKAcGIqKrC+j1qQyoFcqkspbnr/8aOBi1PXvASCGpiW/C3X964jWjIqh1qsuqJWpO5qg4iZUuBUC30/VHPlVIFpWVXYyUARcXlZV1rrQqWF8XLnEOXcYcBgqov4BICICPAo845zr55w7ErXwdt1rKzUMwzCMNmCWJ+MTg0/tPQ11pasD3kJFTSEqZEqAGuALwLfR5A2fQuOSkqiIiQB9UQvUZ1CL0edQVztB7453ABoISR++sGjl7INqm9CLw2Y0Xfmn0Lvsx6OpyouB9/wy+/vXfYEVfp5+wD+Bc/38WUvVKDSV+Tw//jJgLrAUzd63wGpBGTtCt+mzPlQkd+WwIbtUJFdEStHv7OuoBXYOelPhCeA659xrvl8E/e6fi95AGOecO3lX5jYMwzCMj5ro3l6AYewKZVVlVyVGJW4HSIxKjN/C9tMToxK/Lqsq+z80XukU9MLtT6h1pwsqnIpQS9STaHrxQ1BxMxT9ndShF4WDUYtWBwJyZx9U2xm9W74ejWkqBRYMbWw6uzoWfWdDNHowWii3PTAVdQHshLr8vY9arfr6/TqiAq0dcLt/bvTtOX6tT6EWr6WoWDOMNuGF051odkdQF9E7u02fxa4KKLQw9OXOuZkicjda9+x/cM5lRGQ2GufXFRVbhmEYhrFPYW57xj7F1Gn9vjB1Wr9Iq6Y7t9a3rKpsCHBkWVXZ51DR0wcVOUvR7HjZmKMUapG6EXXLm4y60dWh1qoXgJXA+85xQ5iOHgI8ByxHBVktKm42oFausjdz4+kN0Wgxmt68ABVPn0MTSixCBdlA5+iOWpvOBD7AEStIFXwGuBu1EETQWKm/+7Wc7Nd+JXBjWVXZ53fwFBr7L9fTIpyy5Pv2XWWJc26mf30fcOJW+slumMswDMMw9hpmeTL2CaZO63c+8Aow49TyhZlse2JUIpl9XVZV1hF105sDrAV6oYHo2cK1n0Iz4n0WFT+LaKm11AMtTPs6KshWotand4D5wEJUYH0eCSOoEDsatQy9glqHDgJWZdLxjpFochrqcncGmmhiLWpd+jyaFh0XMjlM9lgfyVv+FJqavCTqoq6ouWhlfaz+22hyiQbUUnURUBCmigYQJBcFkWQE6A2MLqsqOxL4SWJU4r/nxTC2QJ8dbN8RNvf//pA/uHfbK0NdT9cCF+yGeQ3DMAzjI8XEk7FH8NahHqhwSLYWPDvJ46eWL0z5sePAYaeWL3wVwIuHlWhChpfQC7RyNCHDClSELPPtRWj80K/Qu+DvAa8B30fdmOaiacUD1CK1GjgN/a00iNBZIuFVwERUmHVErUF5fg01QZBMowKtPpOK5QTRVK44ahAEoQEVREkJODWStzyZSUevliAjQeBK0kG6cEXBin6txmvnj6EzkHaZ/BzC3GVEVh/qt3X0xzMIjfEyjK2xGP2Ob6l9V+kjIsc5515Ek6U8D5yV3SgiMfQ3t8Q595ZPGHG9iHzdOXeH73MYUOycm7Eb1mMYhmEYewRLGGFsl6nT+smp5Qvb9EWZOq3fAcCxqKB4A3VpG4wWg11/avnC5NRp/QqA84Epp5YvXL/Z/geioqXwmiX5q+Lijr6hV+OAU8sX3l5WVRYBRv+ud8OdqKvRd08tX+h8Pab+aOa8DFpXaRgqiJaiWey+iAqNl1FLUwkqsF4FjkTjnUpQ0RRF3eUuReOMBgMXoi5/vfwYQ1FXvH+h4sqhMU8Z1EK1ASgKM6SCCJm8prx3G3Maywmo92O/gMZfSRgSEccKiRCiySg+QO/MD0GtY7EwEwyE4J0gkh6ACrqFaHD+Pahb4BpgQmJUYllbPidj/2MLMU+gQv6KXYl5apUw4jX0t/QO8CU0YUQ2VXkcTaLyo1apynugqcqzv79qNFX5gp1di2EYhmHsaUw8Gdtl6rR+VwDTUbe23sDv17zd/saLvvXaRVOn9csDyuav73vyDa9d8/afTv9WDA0I/x1wAmpBeRVNzjAPFSaHAovqMpz80+V5sbdGvX3H357q//P2URen5WLr7mRI32m10aMDIXpGcfrWh9fHqmfWx65ExcJ64H40Vmge8EM0096BqGCajBazfR7NWudQQdcXzWTn0IvIDujd+Hy0EG5Xv8+5qMh6DXXPS4YZOgcRomjGvc7oBd8mNAZpCdAD3HtAKUiA1m2KoReoBWiNqPVoRr7hqIhyqAWrCLWENfpz1AR0yqSimyKx9DsuZLAEbAKWOEepCGvRgrqXooKvBHU5XAPckhiVCHfkMzb2D/Zgtr3JzrnB2+trGIZhGPs6Jp6M7TJ1Wr9yVAgMR8VTAfCHmmThdWsaO/TuX7L4u2i67eYNaT79TF3suRMLU8umr8k7WnLTU4GBF3ZIfQ5NevCjmrTcWxx1z6DWmzOB9x7bEC04t336KEBe2iTNnyp0MeDta5bkjwfc73o3dLprbc76txujxwPrEqMS9z/2dL9j20WInlq+cKZ33fsVKjreBSYAj6BCrCswEzgO+BvqTngEKmzW+cN82B/fwWgiiEHAGFRwfQ4VJ6tQy1MTahE6CEhHw7A2HQSxi2vqGh4vzO2RikQamghSeencDlEXrKmLNeSg1qLnUAvWB6hgK0Itc/PQu+8vo3FZr6EueYJm42tGRdYsoCBd3/uQSN6ylAThs37fnwNjgdmJUYnHdupDNoydxMSTYRiGsT9h4snYJlOn9euEXuSPQgu4noAKpTo0FqcremH/JlDcHNJQm2FVpxhnrXy908IuR6zNSTvuygk4vClk0KyGyLfTyD0nFqZfQ115uiczHPrXDTkXnNIu3b40Hva6ZVW8U2k8XFGfIeeVhthjg3PT39yUkeerU5HU+F4N59yyKh5ZnIosaSdh5BtdkptuWpUXAguLI2Hf3rHw2LeboqtQi9dM1AL2vF/vB6gg+TzqchdHLUclqPVnFuqiV4talpL+0dEfazadeWf0rv0AwMXSmfpUNJLj+8b8qUuhgnMOGmsVp8XS5Py2TCSFZGLUo0khVvkxGlGRtt7PvarVvAtRoTXfj5d1M5yPWsomJkYlHtnxT9owDMMwDMPYHpaq3NgeEfTi/EJULPRE43nyCemIpuauRq0jpTkBJZ1inAXUdjtybY9AKMgJuBQo35CWgw6Mh38+riBdMq024kJHf2Dpv2ojTee3b/5FQFgJnPXtrsmq6XWxF15viB4GHHRB++bFNaGcXxSE50aEBw/Ny5RcPP/rB9S5YN5Nq/KmogkTflSTCTLvNEWORt3oDkfd+tbQIkRORMVRN1RMPYsKpWZU3JyAipg+qBtfZ9SNsBa1FBX47Q61Xm0E5qaikdCfp0JUFE0BNvXaeHAUFZr4OerJ0EgGF6aJh5lYtMPGWE4YUkiLoMpFLVrN/rznowJVgPld1obdCF3oj60rWjvqPT/PGuAfZVVlX9q5j9owDMMwDMPYFiaejK0ydVq/jmh8zs/RC/sDUctKPs2E8bfJQy0lq9G03v8EXF2GEL3onw38EhVb1d1z3EtdY65DU4b8IXmZ4YHwAdDtoFzXUBRhYZ848763NG/htNpIj0s6JMcNyM0U/K53Q35JlKB7LKw8vSh1/oy64CKce2HSgIlrO0bCL6CudVPRTHOfDpG7UPe4bJHZ11HxMx914xsMPIhahroCxahwivm2RjQ2aSlQj/5GsvFQ2WK5abSuU70fYxUqnrLtPQBZWvJu1I+dHUMTUQiZIIoLIqmaVR1SdYTkoHFRG/2aFwJ1hK5DrDGs88c2EDj0+HddNwLJoAk3lqFWs1zUyva8T1f+xE594IZhGIZhGMY2Mbc9Y4tMndavCBiB1kjqhAqKKCoElqFiQVBXtjgqNnqiF/q90Av6AtSCUoOm3e6CXuxv8NsXAAcuSzK9IOAzJTHerM/wqdcbgsfzcWVI8Obg/Ezufety3vhccarLgxtyGtanpbp9xH1tfSYIDsgJB7zTFHkKuDwxKtFQVlX2V9Tq8zlUNJ3m5z0RqAIGR3D5Ia7MEdSiwicHFS090Vipg4A7/BilqCCKoqJqPBoXNcifj2W0iCJoyYDnACHtcojKejQphUOzjR2OWr5ALUUd/TjNqHXrKTTuqdbPXeLPeTGalCIPFXobUZfAfqiFbAVQnRiVOG+7H65hGIZhGIaxU5jlyfgQU6f1y0Ev+C9GrTHvoQLBoe5vRagQavK7pFEh8nf0Qh5UXM0A/uHfd0Pd+5YAHRoz5K5L0QdYviIdnLysWVYnGoKcBU3Bwzh3xAG5ZGJBeFCiIdK1OhksfHhDrPm4gvTRm8KgW1EQPk/oVr/TFHnm/JLkWiBeVlX2/KE5qU5FkjkDjQm62q9PUKF2EnACuE5OBUlPv64k6m73G1QEJoErUAtQEypwmv04Q9FkDhvQVOKhPz/5/ngH+3PRDMSIikMFZMrvfxiaETCJWuU6oanNu9HiSngimowiD43ResOfs42oMH0XjS97G7WG3YxmD5wAXLOtz9UwDMMwDMPYNUw8GVviaDRz3Qr0Yj0fFU4ZVEQtRYvJ9kJFxELULW4leuGfQUXGUaj1psCPuwBNtLDKCSuLI6QbMlAUhNItx2WKIy54ui7n2ZOL3NNRYYYjaJrdEFSf3C79o+7RsPOjG2L9z2rXtL46GflGPcEKoOKRjTl9/Fy/3eSktNZFTkcFTNyvpwPqVhgCqzIEh0EQ82ts77engG+jgiXqtwWoeOqKWoYC3/9ify7WoCKyO2pZi/o52tGSdjybHKLZb+sGjERd9A7zbTmoIBVUDBX4NRWiIi+bdS+boKPQj7/C778adZdcAfQvqyo7tU2fsGEYhmEYhrHDmHgyPsSp5QtnAt9A3cKeQ2sorUdrPTWhFpOeqCvb+/75QFRMFaExSAW+71zUInUD8BIao/RafsDUaMCZ+RFOH5BHn44xxt69Lv7UOSXNg4BVF5z+3jVD8jOXfK1L6qEX6qMXFUfdqtdHzRnweF1uXgPyNPBKYlRiAcgFqKA5a3Eq+jbq7pZAhdqxwJOoGBni1xai3/s8/7oZtZA1+MPf6F8X+34vt9p2lN8HNMarxPfpTkt9phQqmMALnIJNQUQyZIC6nOYgndMcgAqy51DhtwAVn+tREfcbVLxem0l2enXTwu+MA+5Ca0+lUStXHLWA/QW1PBX6Y5q21Q/WMAzDMAzD2CUs5snYLlOn9esNnI3WSToaFVXNaEzRKlRIrURFRAwVAfVogoZ3UHey2cCNr24KHj2iILw5IsxFs9sdBKy4Zkn+jztFw/7TL5mzYOq0fl8Aep1avvC3U6f1O+vU8oWPl1WVHQ50SoxKTN3aOsuqyroDV6KCpxwVQnXAWcBPgYvQeKIkGl/UAbUy1aLCKkZLYdv1wB9QC9EIVNz0psUC14hapbKWqg9QAbkWFY09UNG1lgxJInQD0iV1sRInNNUUptqhwnMO8L44hvRKdu2xJHfVXNTFcBFaELdjauOxX85p//JQ4Fa/1sXAj/0xHAi84NecSYxKvLDtT9MwDMMwDMPYWUw8GTvE1Gn9jgDOQ4VEH+CvwKmoWKlHrR8b0JpJPVFLTKHv/120XlQuapEagLqdDdyY5jtvNUa//vNz3r1o6rR+ApScWr5ww86ssayq7GI08UJHNM4KVBQ9jrogrkXjl4pRkVSMipVD/HpjaHKHfwM3oVa02b59OvAlVESt9HNsRC1D4/zzif5c9EUtQ+fRElv1Iirk/kJLkognUQvU8X69Z/o134UmqbgKFamn+bWuRa152fHGATclRiXqduZ8GYZhGIZhGG3DxJOxS0yd1u8GVKiAurR9ExUU7VF3uA6oa9sg4GeoVehXaNKD8yesin++f276jjOKM/cDs6uTwYjSeHgY8JtTyxfObzVPITD0miX5L6Bi4k7gysSoxPhsn7KqsjLU4vN54GeJUYkVvv1xv5bPAocCf0MtUBk0wcWbqOgT1JK0DhU/XVBxcgCaoOEA1NpUhBbXfQp1DczWwnoGdQ9cglrp+qKiCDTVeAIVRj/224eh8UoD/PbHUVfAU9H4qDVo1sBi1EL3AipIF6AC9UDUutcD+GtiVGL11j8pwzAMwzAMY1exmCdjV/ntqeULp55avnAqmjjhNeA24HTgVeDXqLA4DhUGxwG/+iAZHNAYct4jX3xn/ZO18VGo5WfpLavjK65Zkn9la+HkSaIxRMcnRiVuOSie+W2ehN3LqsrGApRVlV0OrE+MSvwbuBbok92GJrh4Bc0aOBf4IjAJtUYtRIXVc2ia82svW31OZzQl+Z8ToxLXo6Lpy6hwehH4HerGV4fWwFqNWobORsXZV4Dr/bn4D2p5WgGUAQ+houkYVGz2Qa12Kd/v86ho+ydqURqMJt14ExVjH6CxZUeiboVzE6MSt5hwMgzDMAzD2POY5cnYK5x836CR13Vtyjn7Mwv/MnVavzP+uCbeY25T5LHEqMQGgLKqsjhQlBiVWJPdx8c09U6MSrzyyNP9+t22KtetzQRno2JtKLApMSoxr6yqrBx1sesJfAdNrvBHVMR9ExVA41H3uT+glp9D0fijMzukihPrYzV5wL9QF8NhqID6O5rQ4Xk/5kDUnW86KpwaUeHTDU3ckEFFYZFfSykq4A4F+qMuhAFq6drkj2Ep0DWeyaSSkcirqCgbgAqtbCzVHP/+HeDXiVEJ+xEbhmEYhmF8BJh4MvY6U6f1K/z+0rzuSSfDUPe0mahL2vLEqMSkbL+yqrIvJkYl/rqtscqqygLg04fE04PmJiOXgdT7TaWoy9wtqCD5DvAgKqIuAH6Biqsb/LZVaJzWH4HHUCE0DHWjS6KuiYNQoVSGiqQQjVkajCaL6I7GM53q570AjZPK7lMNLEctcp1Qd7yhOLfuoGTz+vXRyNtf31i7+NedOpQDt6O1nBrQmKvDgQcSoxLrt3+GDcMwDMMwjN2BiSfjY0VZVdlBqIBanRiVeK2sqmwg0DUxKvFsG/f/EVB0dnHyhck1sV+GBN3RpBYuJu7Qg+Ih7zRFHBqnlIu6wH0XFTM5wCloSvUhaGxUgX/8E/gRKpLORS1LR6OJIx4ALkRd/85EC9v29mMuRBM7dEdF15Oo9ehTqHWsxq+l1r9vB9wDnIBzPQtDt3FTJOiExorNRa1YDwDFiVGJx9t8Yg3DMAzDMIxdxsST8bGmrKosAkQToxLJLWzLFdxpN/dufOvU8oWLvdAagwqcb9JSfPa4xKhE+tg/D7725z0bJ3321IXLyqrKbkRjna4GnkDd8Z5FEzH0RWORVqKJJPqjmfeO8VMvQsVQiX8/Hc2EV+i3DUBFUTOaOKMYjWmKoJajhaj1qbtvz7rkRVBLVNy3rURF1dN+bQCxxKjEyzt1Mg3DMAzDMIxdwsSTsc9SVlUm3WNh3+HFqc/dtTZ+P+pudwRam+k3aL2ka1BL0d2JUYmmzfY/BPgTmthiLprFL9dvzhbKrUFF1gg0YcRi1JJ1OCqYkqjAyUXFUjdU+LyExjY1oAklDkZFUQxNNLGalkLDAZpQoq/vvwp1M3wDjYHqiIqqK9E4sFW7dOIMwzAMwzCMncLEk7FPU1ZVdhFqYboLjUvq4t9PAF5OjEpMb9X3m8CMxKhEYitjVaFCaQhaUHcK8Dk0c94X0fTltajlaISfqwZ1tduAWrBGoQKrGBVFP0djlHqiKcwPQ4Xac77vo6jL37t+/c1oXNVQtFbW71EXv0uBixKjEtkYLsMwDMMwDOMjJrq3F2AYu8hM1GrjUDe4xWg9p5uB327W90VaiuZ+iMSoxKiyqrJCNPvdz1GhdBBQhWbY+y0qioYDP0RjmrJZ95b5sQ9C05F3RtOh56AueX9Ff28zUItULTAwMSpRU1ZV9kNUOOUkRiXWAZRVlfVPjEq8518XoUVwTTgZhmEYhmHsRczyZOzT+LTkR6AubV1QN7wJwAGJUYn/7OSYJwMLskV2fVu2MO8wtHZTBnUTvHlLqcLLqsoOTIxKLNqZ+bcwVgAEiVGJ9O4YzzAMwzAMw9g5TDwZ+zx/fOKgibevyX0QOB54MDEq8f7eXpNhGIZhGIbxycPEk/GJoayq7MLEqMTDe3sdhmEYhmEYxicTE0+GYRiGYRiGYRhtINjbCzAMwzAMwzAMw9gXMPFkGIZhGIZhGIbRBkw8GYZhGIZhGIZhtAETT4ZhGIZhGIZhGG3AxJNhGIZhGIZhGEYbMPFkGIZhGIZhGIbRBkw8GYZhGIZhGIZhtAETT4ZhGIZhGIZhGG3AxJNhGIZhGIZhGEYbMPFkGIZhGIZhGIbRBkw8GYZhGIZhGIZhtAETT4ZhGIZhGIZhGG3AxJNhGIZhGIZhGEYbMPFkGIZhGIZhGIbRBkw8GYZhGIZhGIZhtAETT4ZhGIZhGIZhGG3AxJNhGIZhGIZhGEYbMPFkGIZhGIZhGIbRBkw8GYZhGIZhGIZhtAETT4ZhGIZhGIZhGG3AxJNhGIZhGIZhGEYbMPFkGIZhGIZhGIbRBkw8GYZhGIZhGIZhtAETT4ZhGIZhGIZhGG3AxJNhGIZhGIZhGEYbMPFkGIZhGIZhGIbRBkw8GYZhGIZhGIZhtAETT4ZhGIZhGIZhGG3AxJNhGIZhGIZhGEYbMPFkGIZhGIZhGIbRBkw8GYZhGIZhGIZhtAETT4ZhGIZhGIZhGG3AxJNhGIZhGIZhGEYbMPFkGIZhGIZhGIbRBkw8GYZhGIZhGIZhtAETT4ZhGIZhGIZhGG3AxJNhGIZhGIZhGEYbMPFkGIZhGIZhGIbRBkw8GYZhGIZhGIZhtAETT4ZhGIZhGIZhGG3AxJNhGIZhGIZhGEYbMPFkGIZhGIZhGIbRBkw8GYZhGIZhGIZhtAETT4ZhGIZhGIZhGG3AxJNhGIZhGIZhGEYbMPFk7BFE5DIReX5vr2NbiEi1iJy2h+e4V0R+uSfnMAzDMAzDMD4aTDwZH2tExIlI/729jt2BiHxKRJ4WkfUiskZEHhaR7nt7XYZhGIZhGEbbMPFkfGIRkejeXsNmtAfuAEqBA4A64J69uSDDMAzDMAyj7Zh4MnYZEektIo94a8o6Ebl9s+2l3oIUbdX2jIh8zb/uLyLPikiNiKwVkUm+/TnffbaIbBKRkb59hIjMEpGNIvKCiBzWatxqEfm+iLwF1LdVQIlIICIVIrLQH8NDItLBb3tSRK7arP9sETnfvx7YyqL0roh8YUtzOOeedM497Jyrdc41ALcDJ7RlfYZhGIZhGMbex8STsUuISASYDHyAWlR6Ag/u4DD/BzyFWmZ6AbcBOOdO9tsPd84VOucmichQ4G7gG0BH4I/AP0Uk3mq8LwLDgRLnXLqNa7gaOBf4NNAD2ABM8Nv+6scEQEQORS1HU0SkAHgaeADoAlwE/N732R4nA3PauD7DMAzDMAxjL2PiydhVjkHFxnedc/XOuSbn3I4mikihYqRHG/b/OvBH59zLzrmMc64KSAKfatXnVufcEudc4w6sYTTwI+fcUudcEhgHXOAtV48CQ0TkAN/3EuAR328EUO2cu8c5l3bOvQn8HbhwW5N5a9lPge/uwBoNwzAMwzCMvYiJJ2NX6Q18sAMWni3xPUCAV0Rkjoh8dRt9DwDGepe9jSKy0a+hR6s+S3ZiDQcAj7Yacy6QAbo65+qAKahVCdQKdX+r/Y7dbD2XAN22NpFPgPEk8G3n3IydWKthGIZhGIaxF/i4BdQb+x5LgD4iEt2GgKr3z/lArX/9X3HhnFsJXAEgIicC/xGR55xz721lvl855361jTW5HTmAVuN+1Tk3cyvb/wr8zMdh5QLTW+33rHPuM22ZxFuv/gP8n3PuLzuxTsMwDMMwDGMvYZYnY1d5BVgBVIpIgYjkisj/JEFwzq0BlgGXikjEW5b6ZbeLyIUi0su/3YCKn9C/XwX0bTXcncBoETlWlAIRGS4i7XbxOCYCv8q65olIZxE5p9X2J1Ar0y+ASc657PomAwNE5EsiEvOPo0XkkM0nEJGewDTgdufcxF1cr2EYhmEYhvERY+LJ2CWccxngLKA/sBhYCozcQtcr0PiedcAg4IVW244GXhaRTcA/UXe29/22cUCVd4n7gnPuNT/W7ajQeg+4bDccyi1+7qdEpA54CTi21XEmgUeA09DkENn2OuB01KVvObASuAFoncAiy9dQITjOZw/c5I/ZMAzDMAzD2AcQ53bGw8kwDMMwDMMwDGP/wixPhmEYhmEYhmEYbcASRhifWESkD/DOVjYf6pxb/FGuxzAMwzAMw9i3Mbc9wzAMwzAMwzCMNmBue4ZhGIZhGIZhGG3AxJNhGIax04hINxF5UEQWisjrIvKEiAwQkVIRaRSRN0Vkroi8IiKXbWH/o0UkLSIX7Kb1jBaRL++OsQzDMAxjcyzmyTAMYz+htGLKxcD1QB+0tMAPqyuHP7DtvbaOiAjwKFDlnLvItx0OdEULSC90zg317X2BR0REnHP3+LYImtr/qZ0/qv/FaqgZhmEYexKzPBmGYewHeOF0J1rsWfzznb59ZxkGpFoLFufcbOfcjM07+tpt1wLfatV8NfB3YPWWBvfWq7kicqeIzBGRp0Qkz2+7QkReFZHZIvJ3Ecn37eNE5DoRGSgir2w2VsK/PlJEnvWWsn+LSPddOAeGYRjGfoSJJ8MwjP2D64H8zdryffvOMhh4fQf6vwEMBBCRnsB5wB+2s89BwATn3CBgI/B53/6Ic+5o59zhwFzg8tY7OefmATkicqBvGglMEpEYcBtwgXPuSOBu4Fc7cAyGYRjGfoy57RmGYewf9NnB9j2BtHr9O+D7zrlQvf+2yiLn3Cz/+nWg1L8eLCK/BEqAQuDfW9j3IVQ0VfrnkcDBqOh72s8bAVbs8JEYhmEY+yUmngzDMPYPFqOueltq31nmADuS6GEoaiUCOAp40AuYTsDnRCTtnHtss32SrV5ngDz/+l7gXOfcbJ+I4pQtzDcJeFhEHgGcc26BiJQBc5xzx+3Aug3DMAwDMLc9wzCM/YUfAg2btTX49p1lGhAXka9nG0TkMBE5afOOIlIK3IS6zOGcO9A5V+qcKwX+BnxzC8JpW7QDVng3vEu21ME5txAVXD9BhRTAu0BnETnOrysmIoN2YF7DMAxjP8bEk7FHKa2YcnBpxZSSvb0Ow9jf8Vn1rgA+AJx/vmJXsu05rbJ+HnCaT1U+B/g1sNJ36ZdNVY660N2azbS3G/gJ8DIwE5i3jX6TgEv9/DjnmlFr2Q0iMhuYBRy/m9ZkGIZhfMIR/d9nGLuP0oopQXXl8NC/PhRYUV05fMNeXpZhGIZhGIZh7BImnoydprRiyhXAg8BF1ZXD7/RtY4Fi9G7uf4DeaCarx4B/AMnqyuENvm+n6srha7cwbqS6cnjmozgGwzAMwzAMw2grJp6MnaK0Ykpv4BCgPXA+8BtgPXA28G2gBugJNAP1qIvQdGAIkAZe8e25wKvVlcNfLq2Ycik+qL26cvhf/DwHVFcO/+CjOzLDMAzDMAzD2DImnoxtUloxRQCprhwellZM6Qb8ArgL+DFac6UPKoaGomIoBnQE1qCB2mmgG7AIzai1Es3y+Afg+/7122g8wqXAF4A7gGVoAc3zgMerK4e3zrhlGIZhGIZhGB85Jp6MbVJaMeVo4DNohqrjgGFAByAOFAFhnNSSJJG+Pv9IBBVROaiQmgac5N83AilgNiq2AmBpq32WAs8Bq/w+S4Aj0cKaL1RXDp/aal0nAkvMKmUYhmEYhmF8VJh4Mv6H0oopceDw6srhr5RWTIkAfwdCtKhkZ1Q0gQqdHkASwnZALWFQQEAKuA64AfgL6tLXze9TAzSh4iuGuvl1AN5Di2fm+zneB1YDBaj4+iuaivhpVGS9jKYpbjCLlGEYhmEYhvFRYeLJAKC0YspA4DDgmh7xphuWJ3NPQq1M3dFaML1RF7yNqMBJAnVAVyBFSBRIE7AEFVj5fug8VHxFUOvTGjShRBzYAJRAGEIQQeOjHGqhKgCqUTe/54AvosLpH8AvLKGEYRiGYRiG8VFjdZ72Y0orpuSUVkwpLa2Ycjma5OFo4M7Tu6wbhdZB6d0l1lSIiqes+En7RyNq/WkEICBFQBQVPcVAid8W0uLG59AEE3XAHL//MsisRV31BP1OFvvXB/j+lwAPAIVoHFWvVsdg32HD2IuISEZEZonIHBGZLSJjRWSnf5cismkr7feKyAU7v9Ldj4iUiMg3W73vISJ/28Uxy/z5nCUi60VkkX/9n11fsWEYhrGrmOVpP6a0YsphwHeA14ARwETgWjSxQx+gqUMkGV2fidcCXVBBI6gIakItRe1RK1QesAkVOLWoWKrz26PAWlQsid83gwqtpH/OWpvqfL+slSsOzEfd+PqiroI1aPrzL/jxvlJdOXzxbj9BhvFJY1zxxcD16O97MfBDxtXsdJFcULHjnCv0r7ugNzpmOud+tqvjbdZ+LzDZObdL4mR3IiKl6JoG76Hx7+VjdsyGYRj7O3bXfv/mZDRVeCMqSsajAqYQvbCKrc/Ei1DXvCb0++L8I6/VOHFU7ET9tnZoYoj2qMCqQV39wlbjlKDWrLfRelCCCqp8v551qAWqGRgInOb7/NmP3R115VsBHFFaMeWA0oopX919p8YwPmGocLoTtehmLbt3+vbdgnNuNfB14CpRckXkHhFJiMibIjIMQEQuE5Hbs/uJyGQROaXV+5u9JWuqiHTefB4ROVJEnhWR10Xk3yLSfQt9SkVkrojc6cd6SkTy/LZ+IvIvv/8MERnYqv0lv95fZq1gIlLo1/KG33aOn6YS6OctQzf6Od/2+7wkIoNarecZETlKRApE5G4RecWfk3MwDMMw9hlMPO0v/OcHZfznBz1LK6bktGodjWazOwz4KiqaBqCWqFJa4pWitLjUhWiyhxAthBugIghaxJOgmfic35aPWpiy4ijfb2sGjgCOQkXcJt8nDxVei9C0503+dW/Uha8LUAG86td5JXATkFdaMeXgXTxThvFJ5XpaYhGz5Pv23YZz7n30d98FGKNNrgy92VElIrnbGaIAeM05Nwh4FvgfC5aIxIDbgAucc0cCd6OW6C1xEDDBj7UR+LxvvwO42u9/HfB7334LcItf79JW4zQB5znnjkBjQceLiKB/hxY654Y457672dyTUOs4Xtx1d869BvwImOacO8aPdaOIFGznnBiGYRgfE6J7ewHGR8O5rxxe1hQGq4FTSyumzEVd825BL56+DCxHEzT0QAVVIypwlqPFcNuhwiabbS+OWq6aUCG1CbVQ4fcLaRFaWZEe9W3NtKQyD9GaThHUGvWOn6szGtsUohaoYtR9ryctrn+CWqB+jmb0WwhcW1ox5ebqyuHzdvGUGcYnjT472L47OBEVOjjn5onIB+gNmm0RosID4D7gkc22H4xm/3xa9QsR1AK9JRY552b5168DpSJSCBwPPOz3h5a/a8cB5/rXD6A3ZUD/1lwvIif79fWk5e/d1ngIeAoVf18Asq53pwNni8h1/n0u+hnM3c54hmEYxscAE0+fcEorpuQmT+xyqTtu4OTcfy/7BZAc3mVNxZTVnZ9GhVM9mo68Cf0nfjWE34GwD0Q7o3duI6iYqkfvCuehMUgltFiXuvgxnB9H0IuMbCyT+H6Bf92o84exocwreJNDC1BxNgAVYrW+X57fb6M/pKwgy0frReWjd3LrUZG3Cr0AmuetbNcAN1ZXDrfgPmN/ZzHqqrel9t2GiPRFf8urt9Etzf96PmzLGrX5b1eAOc654zabtzfwuH87EfgXavHOkrVqB8BG59yQbcy5OZegN3SOdM6lRKR6O2vGObdMRNaJyGHASNTSn13/551z7+7A/IZhGMbHBBNPnyB81ry/AGVoDaUvA/Xx51cvQO+SzgfO2pCKvXp657Xrm0NpfGZdx3bA69WVw/9dWjHlx8DdBM2v4iJdcTSirnwOvdgpouU70x4VOHFaLEpZK1M2/ikrzpr8+zQtSSf8uEH6TQ7t5/us9/t38M/Nfq5m31bi1xKgAqsj0B8VVg51P3wGyBbTHQA8a8LJMAD4IRrz1Np1r8G37xZ8fNJE4HbnnBORGajwmCYiA1ALy7vo35Jv+qx8PYFjWg0ToNk+HwQuBp7fbJp3gc4icpxz7kXvxjfAOTcHGNJqLaVbWqNzrtZnsLvQOfewd787zDk3G3gJde2bBFzUardiYLUXTsNoEaHZBDdbYxLwPaDYOfeWb/s3cLWIXO3P0VDn3JvbGMMwDMP4GGExT58ASium/MZbWd5G73B2RV3yzkcvBs4G7kKLzD7/woaSDU+t6dTpmXUdR6AC43u//sMfv3tG57V/Bx4nzO2Oi9Wi4ujfaBHbCCqAVvppo6iYSaOiKZvwAd93LSqo8n2fbJKJjO+L355CxVEcvbObzeSX7bfJ96n1+yxC60PlAIf61+/4Nbzu+z/kk0dc4vsbhqFZ9a4APkB/Zx8AV+xqtj0gL5uqHE3+8hTqSgsaSxSISAIVEpc555LATPS3+Q5wK/BGq/HqgWN84oVy4BetJ3PONaPi6gYRmY3GXh6/g2u+BLjc7z8HyCZtuAa4VkTeQm/M1Pj2+4Gj/HF8GZjn17IOmCkib4vIjVuY52+oCHuoVdv/oX+v3vLn7P92cO2GYRjGXsRSlX8CKK2YcgzwJnA5mv2pAXgSzVDXFRU869G4oOnAZ9ALlx6opaYrkAAOR8VINq6oEzAF+BLqj38ceqc1RF39LkQFUdaaFLZ6XYNap1K0iPRszFTav8/uE+N/60fl0GLNirT0C53uH6xG71zPBE7qm19fGxXXbn59oUPd9orQgPCzgG8Cn/XHUlldOdzElGEYW0RE8oFGbxG6CPiic86y4RmGYRj/xSxP+zilFVO+W1ZU2/3K0iXDgcuAP6FuJMegyRQas11Rl53FwBpUYKxB/fafQu/EdkVjl4pREdUOTSIRRYXQM749AL5UIM0rUHGTQcVZNpFDs++TRIWRWpEkHQvy12Td7gLfnk1MUYcKq2JakkHEfZ8mfQRZsZUBxqFue6n3GwqK59cXLgXclyP/7hglvcEfx5dRy9vd/n3En7NBpRVTuuzkKTcM45PLkcAsb3n6JjB2L6/HMAzD+Jhhlqd9nNKKKbEuOcmHHzoq8bNTXjjq66go+jzq5rYOtbh0AtaE+ZEGUmEySLk3UBe3y1EXmQ1oLEI7NC6qE+pu8j2//XU0s95yVIRtBDYNKqh5ek598RdRq9TB/G8sRRq1PhWhoiUCYZpoU0A6P4WKqhgt4inqHwv8/gegwi5Ni5WsFnUVzKY0L6ZFHLYDkrkklzdp4qx+vv3XaMKKrqggW4S6Dy2prhy+cYdOtmEYhmEYhrFfY5anfZ9vrG6OX3nKC0ddi7rdnUtL4oauxUVNOWga35g0ZHpJyh0AnIG69/VHRc+RqNDpDpkV7fLWNx3ernYEavl5D62v9Lrkrl+CpF5Da5v0mlNfXIoKr4NQ0bOGlkK6oIImx7/PQADp/Hr/PuuqF6GlUG8SjcE62O+X8X16oa6IXX3ffFrEUAkww/dzTcQ7oQJpsd//aqC+unL4paib32lAYMLJMAzDMAzD2FFMPO37dERFSvbhUBFSBBTU1uXkowKlyYE4FS3Q4n63DnWFK9E2V1jvwgGLG3M3oaLrb3grkEvl5OOCfmhRzTRqDeqIxj0dgLr21aBzrEXjnQRNZBH16yhCBVDW2pRDS0ryXL8WR2H1RlpqQuX6sZvRmCYvxkj5dZyJuvZt9MdzKGpJEzQ2a1FpxZRvoBa136AizzAMwzAMwzB2CBNP+zClFVP6AkejYmYoaqHJQwVJCog6FyRRgVMs0CQqOrJ1XbJJIYrQZBINED0lbOrUvCGdMxCNY/ocsKhTLHmEZPJ7QqTKj7fCzxVFxdFaVLwsR+OXivzrdaiFa76ftwktZpumJflEHSqssvFMIZtKS2gRSU2oIIyjboQRv/5mf5yhX0sP1CK11M9Vh2bheh2NBSvyj2/u3Bk3doSHh2W6PDws88W9vQ7DMAzDMIzdhYmnfZTSiikDgJ+gQiaNiois5UatNyo83kNd3nJ9GrwIKjLy9S35qKUoimbZy0FT9waoUJkHFK9NxesdQRqto7IQtQQt8/MI6tpXg1qglqACJoJatJaidZq6+b69/LYVtFjK6lGxlXXnW+bX0A61Nj3sD72QFutZoT/ujajb3xLUona0nzfp57vjKJn3A+B0v5Y/7NDJNnaYh4dlDkM/w/v29loMwzAMwzB2Fyae9kFKK6bcAwxHrSzPA0ehSRQ2oRYXX6S2uR7CnujnXIMKiXpUWOTQIi6y6cHX+imOQkXLccAX0MQMm/w4/dDMdaBFaVOooMrWesrWbcoAuZDaREsMU1bcBRDWkbccv4ZCVMR19PvF/Jxpf3xxNJZrlR+jBi2UmePX2cWPO9ufk9nAmhODhEPFXJ+Ui5zjxzsCOLi0YkrHHTztxo6xEDj4wumRyHZ7Gvs0ItJNRB4UkYUi8rqIPCEiA0SkVEQaReRNEZkrIq+IyGVb2P9oEUmLyAV7cI0lIrJTFmcRqRaRTntgTVscV0R2W9HibczdQ0T+5l8PEZHPtdp2tohU7IE5N+3uMT9qRORHvqbZLBHJtHr9rb29NsMwPjos294+SGnFlAB10zsSFQNfQl3s5qPxPmuBCGQ6QCRbh2mx39aIiqAoLXWWalFLkqMlzXgMFUIR4DW//UBUuGxAs+4lUZe69qh1K48WFzyn60n3h2hBULCqPqzvEgGJ0iK04L+CLp0LGYF40q+pUNtZ5V9n15et/1SDikAvxkihAi/i15V/JO/WvM7BDcBq1AJ3H5oZMIMmzXi4unJ4aic/BsPY5xh4z5UXo26+fdC/CT+c95U/7HSRXBER4AWgyjk30bcdjrrHLgEmO+cG+/a+wCPALc65e3xbBC3e3QTc7Zz7286uZTvrLG29ls22RZ1z6Q/v9d/t1cBRzrm1W+uzk2va4rgissk5V7iF/oL+zw538zou8+u4aneOu4V5tnhcHxe29z3YQv+P9fEYhrHnMMvTvkkUtQD9AOiLWmFiqIWm1rcNgEgHNE13HBUQDajIyMYJbUStMXm0iJAILenDs+JqEOqW10BLKvFsxrwiP0au31/8nLGg6IMDCdILIbPJpXLTIPmoOFsJ1IETpCkD5EC0EeLOry2ufVzEz9EOdQFbDCyHUCBdDOFcVDS+6cd1qMUqBsRe5+AaVCxFUavWF4CTqiuHr6uuHP6ACSdjf8ILpztRa6z45zt9+84yDEhlhROAc262c27G5h2dc+8D1wKt79JfjSZ1Wb21CUTkyyLylojMFpG/+LbOIvJ3EXnVP07w7eNE5G4ReUZE3m9lEagE+nkrwY0icoqIzBCRfwLv+H0f85azOSLy9e0duIj8QURe8/1/3qq9WkR+LiJviEhCRAb69o4i8pTvfxctN5Baj1kJ5Pl13u+td++KyJ/R2NLeOzHvp1tZSN4UkXZ+3LdFJAf4BTDSbx8pIpeJyO1+31IRmebP/1QR6ePb7xWRW0XkBX+eL/Dthb5fdg3bLDDsx5/nx5vvj/k0EZkpIgtE5Bjfr8B/rq/4YzjHt1/mP7en/fFfJSLX+j4viUgH32+If/+WiDwqIu19+zMi8jsReQ34kYgsEpGY31bU+r1hGEYWE0/7INWVw5vRf7zDgH+h4qAaKEOFQxK12GQTMqxDRUUUFUrv0ZJkIY4KllWoaIoCb/ipsnfhBP2uFKACpQG1/KT9XLUQCtEaQesq1QLrwtoDcglzewI5rrldgZ8nCq49uCaQ53C5K2mp2fQ+atUC6ACbkhB2RN3zuqDJLXpBpoHopkaC5GDUKtUfeKvVKYqhF2PvorFSHYF/o0Krf2nFlEt3+KQbxr7P9fxvLTb8++t3YczBaEKWtvIGkL2o7wmcxzZiEEVkEPBjoNw5dzjwbb/pFuBm59zRaF27u1rtNhC1LB8D/Mxf/FYAC51zQ5xz3/X9jgC+7Zwb4N9/1Tl3JOq2/C0R2Z5r74+cc0eh7sufFpHDWm1b65w7wh/bdb7tZ8DzzrlBwKOo9e9/cM5VAI1+nZf45oOA3zvnBjnnPtiJea8DxjjnhgAn0VIbD+dcM/BTYJKfc9JmS7oNtSoeBtwP3NpqW3fgRGAEKk5BLYjn+TUMA8aLyIdE4mb0B8ajn9tA4GI/7nVA1oXxR8A059wxftwbRaTAbxsMnI/Guv4KaHDODQVeRAulA/wZ+L4/jgT6WWTJcc4d5Zz7OVoIfrhvvwh4xDlnN9kMw/gfTDzto1RXDp9UXTm8Grj/rOCFeuAVVBw8g4qRrqhb23uQKUbd3gQVVH19nwBN2x1Hk0hE4qQy6D/1AMgFl4FMNoOf8/tmC+ou0j4UQZAmnZcGvg3NOagw8+Irkoag1veNEalvQpKd0Ex4Jb5vMyqgeqJuguugXSMES/y2Zt+3FqL1pIubCfNSqOAq0v3SJeiFQbZvX+A76IXEkf7Y0+gdXMPY3/jQxfp22vcErS+kf4de0G7LDa0ceDjr2uacW+/bTwNuF5FZwD+BIhHJulBNcc4l/T6r0b+FW+IV59yiVu+/JSKzgZdQS/tB2zmWL4jIG6jlexDqFp3lEf/8OuriDFpo/D5/HFNouVG0PT5wzr20C/POBH7rrXAlO+Kahsa9Zt06/4KKmiyPOedC59w7tJxjAa4XkbeA/6B/z7d2/rMscs4l/PdgDjDVaTxBotUxnA5U+M/7GfR/SfZ7O905V+ecW4Pe1HvctyeAUhEp9sf9rG+vQj+LLK0F413AV/zrrwD3bGfthmHsh5h42lcZVzyKccUl1ZXDV612JeuAfAh7AF9EBcQ8NAaqs4qZTDb7XiEtdZaWS6weyV0vaHxCTpJIQEsGPweZWqL1zX7WqI5HO9TiFKAWr2VAA+Q067ZoNqaqCXWbW45atjT2KlMYl1jzPZK7Ab9/yo/VEXUbPBYVe/mooFqNXij49ObSAWQmmpSgDxrr1N3PuxEVkSuDosX1/hz0Q//x315dOXw8mjCivLRiirljGPsTi3ewvS3MQW9MtJWh6N8EUAvPg6KxPxcAvxeRc9s4TgB8yltLhjjnejrnsgkJkq36ZdC/RVuiPvtCRE5BBdlx3sL1Jvp3couIyIGoZeRUb82Ysln/7Bq2NX9bab3OHZ7XOVcJfA29STUz6863G2h9nrOi+BL0f8SR3tKVTfLT1nHCVu9DWs6dAJ9v9Xn3cc7N3YH9t8V/z69zbiYquE4BIs45u9FmGMaHMPG073I/42o2ArzsDv0J8C6RZCOklxGtfQncWtTy0g7yaiEyFo01ygqZONDVpXMzrrkw48esg2C17kMArIdoF9JF2VikbEIGh7rwHayvnYArkvw1G4ClEGSTOrQHhkK6B6QPBGYEJPsRX53jmguGuuaCTagr3hq/tkb0H1k1LQV1C32fo317MfABeuF1IHpBEEHvONb5deUALqzt1ROY5Y/nDGBmacWU29HCv2vQCwzD2F/4Iepy25oGWlyjdoZpQLx1jJCIHCYiJ23eUTRpw02oKxjOuQOdc6XOuVL0N/lN59xjWxj/wqwLXTaGBXgKjZfKjj1kO+usQ/8ObI1iYINzrsGLi09tZ7wi9G9VjYh0RQt1b4/nUJc0RORM9O/jlkhtI85mh+cVkX7esnMD8CrebbIV2zo3L6Dua6DC6EOxbJtRDKx2zqVEZBgaV7c7+DdwddYFUESGtnVH51wNsKHVd/JLwLPb2OXPqLXNrE6GYWwRE0/7KuNq/ut6UV05/E1AyOR9G6Jvkck5DiQrRhaiwudOWixPJagASuMiqwlz/k5LOvI4GhNVg/5DnQ7NTpM0/HdbEnXZA+gPqY6QqnfpmKC1nNYCAUHTJrV4BbkQxAg5PiTeQLLLWoiUEOY0kk1KEa2r1tTq1EBTkR87jYqwuD+OOtSa9Tbq8rICjXUK0LvnT6LxVit0fcE76D/7Wb7PNFp86k+trhy+W7NWGcbHGZ9V7wr05oPzz1fsSrY97151HnCaaKryOWjc40rfpZ8P3p8LPATcms2018bx56BxLM96l7rf+k3fAo7yCQDeAUZvZ5x1qNXlbRG5cQtd/gVE/TorUde9bY03G7VOzUMvtGe24XB+Dpzsz9H5bN3idwfwlojcv5vmvcYf91vo/4InN9s+HTg0mzBis21XA1/x+36JlpizrXE/+rkk0HijeW1YX1v4PzSW9S1//v5vB/cfhcZJvYWW1vjFNvrejwrbv+7EOg3D2A+wVOX7KuOKRzGupqp1U2nFlEHoP4Z8IAT3eZDx6D+Co8BdAmE9RIqAxeC6Ea1ZSJhbRBg9BKIL/b4L0GDrZuAVgqZyXKwRF4n77cvQmIDFqNWndbrWVaiA+k+kw4JhmboOaVJF7SCgS327D1bnN6xCwhOQ5HxcvAvSHCHIpIBnyBQMBvoTNM6TwhXvudq+5ahoKkMvKE5AfegnEak/k0xB1gWxERV0T/r1DEBjAerQC4yH0AuXO4AJtBT3vQbIra4c/vIufx6GYRjGPo/PHHiOc+5Le3sthmF8PDHL077L5C209aquHH4/6h6ymkhjGdJ8BmpROgHSMSINBxBpjAILQd4K4g2DCHPiEH0T0n2jnd5OAR8g6feDwqUZ4HRCmnGRAtTVTVAxlgHyoLkIvUu7ieimVUTqD0QySaAgs6FPI+l4PdL0Hrnrb1ldsLEQSQ8Gl0AQNSqRRyYvQtB8OtAXwhhhTszV9v00QVM9uWsPRrOBvYq6gMwDjiQTjaGBwe8RrVuKuh91hfBEIvWHodamt1GRdBZweXXl8KeAs/rnNzyBZnd6x/czDMMw9nNE5DbU8rijli3DMPYjzPK0rzKu+HLgIcbV1G2tS2nFlDuBPyHN35V4XTfX1G4N8dqeEGkmmZ8DsWi061ux9KrDHoKgAFKnEGuaTKrdaUhzAbgOuMhyiD5JfO1VNBc/i4t8DsiFYDHwHiSHEWSCILf2t2FD59OkZEEd9b0fdamCRyhY8gcau5wgsYZVQcmiSLh+wBecpP9OOq8L1DdCbgEEjjD6LkRejfV64bzU0mM/gLAEcnqQs/YZmjv2kXjNbJfJmS/iki5VkEbdVu7lv9n+mnMh51Gg9uT2677+XF1uHmH0DWINxSTbz0X922uB8uJoqtMlvVZ2+H1179erK4fbP0jDMAzDMAyjzZh42lcZVxwwrqZNMTulFVOuA3KJ1p8XFC2/SSJN72bWHPJLcuqOI533DGEM8lfEaeo0RHLq17imjk8BN0PqgqBg3aCwvtuvIJxB/ur1NOesJ5bMFRc/xCXzXyVeEwly6o9HJEmYszFsaF8caf/+g5nGkq40tT8ZJ48R5j+ONJ0ZFC0tDQpXDQ7ru3UJm4pWEm2I0VzYTP6qDtQeuCAoqR4Qrj9kteRuiLimkjjxdfNIdjpYCpctc82FNaTziiWSKpWc+rvC+i7ngKuHTFG0y9y/ptf1v4hI0x0QuZzmotkQnkKsdgypkmzQ8sNoGt/vo0kzZlZXDrdMSoZhGIZhGEabMbe9fZU2CieA6srhN+UePHn9O7HRk8L1B3023NTt10SbbiPSvCja8b11Qcd3DxPhCHJq57qmjo8Af4iULLou0nnedWWFjWWHt6uN5cbrro/3mFUbKVkxKRJvaILMe5K/oT7W7e2BxGsnOycvhCl5iyAZc2HkM9H8jf1xmTopXH4+8bWfJdYcd00dSlyysL1rKnqPILNQMvlvARKJpV4lzEmG6w+6Glgt0abV0uHd16LtF0eDwuVPRwpWzyeVO5AwZz6S+ZlzzASWkVM7nXjNC+l1/b8Q7bCgSMQNEcJ7gVUQJEmVfLa6cvi30Cx97aorhzdUVw7/GZpF6ZDd/pkYhmEYhmEYn2jM8rQ/Ma44OKjTmDNS6/ufJvGNI4No8rdk8oZFO74bD+s7xSWnoW/YVLQgUrQy5lJ5uZkNBzRK4dLG/A2DXzql48aTb/3mt4cd+NO/jiWnpjjWZW6eC6On44I4zYXLw1TeEWEoCyL56/unGw9amelQVBivnTcJwuPStb2Kg7wNL0YKV/eSSFOdS+cVh40d27u0HBgpXha4MCZhY8f3g0izy9R3cW5Tj55BwcrOYX2P54g0vZhzwHOfaX7/9IcpWtQ9Ekl1C52bPHTpoWPeOXR6YdOSY1dGuyXeSK8YMurcbmtfe7Lotdrk/BFTgMfQ4ozXoYkjptJSR4rqyuEP7q2PwTAMwzAMw9g3McvT/sS4mjBSsKEm2m710khubUqEnKBg5YDkolOWZ+q6L06v6z/fhbGZyeWH/Std23295K2LB7kNg+vzVvd9UpYs6X/z/z0d6/lq50hebVkQa14mkebGTE2vW4J2K+NEm3Kj7VaWkCr8bTRn6cuxVau74SLnukhTv0hJdedoyQeXhfWdczIb+50cya/5Y6Td8njY2CmTaey4yjV2+j3JkozkbpwfKVrWgZxNX3TxDTPI2dg/1n3Wr+d//ZZPESQXBfFNp2Ua23cXomXzBj1dlFzXfz4uujyzoV99rM9LVU8WvfaOay74fqTjuwPJW/N5yIxCsw9eD4xB60X9CygprZjy6734SRiGYRiGYRj7ICae9iMG3nNlb6BzelXZ/UHu+nuj7Rcvi+TXvC1Fy84M2q06ONZlbgHwQbx74ppo4aqhktM4U4LwyUhJda7gMum1h36bdF5tpN2KRcA3gB45Xef9wKVzSl1O7EUiqS5SsGyU5K0+LKd7IhkUrHklkttQGOStT+LckxJpGBzpsKAozASXpxsKe0e7vLsiWrhyEdHkaTk9Zl0fyW1YE9Z3eT/a/v17hciSeOnzT0cK1t49YMIPvx7pPG+0ayp5NVKwLiW4ZNPGfu/Hus3qGOSvmxc/YOYc11zQvXnxsR2dC7qJhGFun5cLJLc2AgyvrhxejxZ4vBStc7MKFVGGYewiItJNRB70dZ5eF5EnRGSAiJSKSGO2zpOIvCIil21h/6NFJO1TRO/IvBf6caf793/1dZ++s4PjlIjIN3dkHwNE5DIRuX0L7aeIyPF7Y02GYRgfBSae9i/WAyXVlcNXu2T7hzONJacB78U7L5hJJmeyc7Ik1n5JUgJXCUAYHeVSOQNdc94pkOmS2/8/VUH++smZTd0uAnoF0bR+f1ykJIg0Dw0i6UUScQe4ho69gKeCnMbDgliyXiKZrk6C44PilR0kSDcGkfD5WPHahmj+xjCIZU51ydxDM43tHgYGBLGmBUQbkxJtPCRT3+HQyKaSVPPSo/MlE1nj6nq/CMEVQdGKS3K6JX4SRMN3c3q/0iu99qA/kI7nRDu8nxc2dPg7OTUXZhraD8VF1ldXDs9mI/wxcB8qnC4C3vhIz7xhfAyYO/CQi+cOPKR67sBDQv988a6MJyICPAo845zr55w7EvgB6jILsNA5N9Q5dwj6u7tGRL7Sav8IcAPw1E5MfzlwhXNumIh0A452zh3mnLt5B8cpAXZIPIlIdAfn+Mj4GKztFGCPiCf/fTEMw9irmHjaj5j3lT/Uz/vKH6oG3nPlwNTKIYemVx72xzAV7x4253WIliwtC2LNxwC/BE4LcusbIvkbXyWS7hzk1qcJ3KB0U64LQ56Jtq+uBXLQgrkFQU5jOmBDI+IOCgI2RItXvwYMB+JASqBZguYkYSAIsfT6A38iwgY0C159rPP7L0msoQbIlbw1JwXR5LpI/roiksUbDqjpdozkNNyeXjt4XLTXzK/FOs1fHsmrOQq94IkB/QkyP0o3tRsUabdmXqzDBw9F8mriQaxharz0ueED77my1B/+QOBwtE7U5FaiyjD2C7xQuhP93Yl/vnMXBdQwIOWcm5htcM7Nds7N2Lyjc+594FrgW62arwb+Dqze2gQicqm3Ws0SkT+KSEREfgqcCPxJRG5ExVdP3+ckEeknIv/ylrAZIjLQj9VVRB4Vkdn+cTxa16ef3/dGUW4UkbdFJCEiI/2+p/ix/onWiNt8nZv8fnNE5D8icoyIPCMi74vI2b5PxPd51VvJvtFq7GdF5B++f6WIXOKPOyEi/Xy/UhGZ5vedKiJ9fPu9IjJRRF4GfiMiC0Sks98WiMh72fet1nuMiLzoLYMviMjBvv0yEXnEn78FIvKbVvt8RUTmi8graNHyzc9BKTAa+E6rz6KziPzdH/OrInKC7ztORKr8Of1ARM4Xkd/44/2XiMR8v2oRuUFE3gAuFJEr/Diz/bj5W/vuGIZh7AlMPO1nDLznyiFAh0jx0n7xA5+b75oL/oqTzkA5sBJYCJQC7V2GvkEkLBUhP8hpjkRzm8qCgEJUuDSg359CwAU5yTwRACJhyBkuJAocGIb0cI7cIEIzQSYgZHm0w6IFQF/nyGSaonXp1Ye0C6KZGcBBIDGC1IFBvKkq2nFR6cJuCxpiPV/9Ue7Bk3sFQaZ74+ryjmjR2wvQO95zox3evyze7Z0n/Nq7EEnd4cJIR+A7wBKA6srhFwDXoLWhMnv6PBt7hiemfTXniWlftbvPO8f16A2P1uT79p1lMPD6DvR/A72RgYj0BM4D/rC1ziJyCDASOME5NwT97V7inPsF8Jp//V3gbNTKNcQLtzuAq70l7Drg937IW4FnnXOHA0cAc4CKVvt+FzgfjZU8HDgNuFFEuvv9jwC+7ZwbsIXlFgDTnHOD0CQ1vwQ+44/xF77P5UCNc+5o4GjgChE50G87HBUehwBfAgY4544B7kJFJsBtQJVz7jDgfn88WXoBxzvnrkWt7Jf49tOA2c65NZutdx5wknNuKPBT/vd7MAQ972XASBHp7c/Bz1HRdCJw6OYnwDlXDUwEbm71Wdzi3/8/e+cdXkWV/vHPmbktvRcgQOgJNRaKCmoQG1asq66rYGFR184Kuq646y6srKuurogN69rFig2JiAUBIdSEmhACJCG93jrn98c7kfxY7BTXnc/z5Mm9c6ecOTNz7/s9bzlDgbPt82mnF/Lbc7rd5gKt9SCgDRmAa6dGa32o1voF4DWt9VD7GhbZferg4OBwwDjY7n2HA0jOnEk3AT2BXUbcjuOBq8yY2mXID/Bf7c/aEI9Riw7FZWuzKaKgTUEC4m1qQwwuN1K5zgK0vcy019FAGDAVWCgUkGUYRIA+9ucBpYg1vOEGHVNZC/iAZWZ0g2lFjOOA8cBbGnWWjrgbLVS8EdV4RCQ7+mqrLPoQ5fKbyrQ+LR4/6+acOZP+qMzQGGATsBTN7cCuwNYjr0LpY3LmTLrJv/7U94AVpTNO2QX8ez93tcN+YN6CCf2BdCBl3oIJnwFB4OGxo584r8M6RwDLxo5+IjRvwYQYIDB29BPhg9Pinx3dfuDy/YHq8Po+4BattaWU+obVOQ44DFhqrxPFt3ipAJRSsUjY2Msd9uu1/48GfgOgtY4ADUqppD12MRJ43v68Uim1EBE6jcASrXXJNxw6yO5cytVAQGsdUkqtRgakAE4ABqvd+V0JyHdiEFiqtd5pn8NmdocyrkY8fABHIOIO4Bnga68Q8LLdZoAngDeQPp6ATM+wJwnAU0qp9u9kd4fPPtJaN9htWYd4KVOR8Mxd9vIXgb2JyD0ZA/TvcC3i7WsE8G6HPjL5//2X3WEfL3Z4PVApdRcyiBcLvP892uDg4OCwz3DE0/8QxeNn3ZMzZ1Iv4Gwzqr4CKAcOB3ojRo2JlPTOAoYZvqad2qKLMogDQsBSYABiwDQDcfaud9r7CAMYBhoRUbXKYAViyEQQAyaI5F4lAY1Ksd6MqW1AvEmlQMgwrduQHIQuOuRN1RZXg1oequt/nrdqY8KF3XXPZ8qzXe6ULYk5cybFAUpbHKZEnPmVQakVcTe4M1d+anhbbog0p+602xvOnvLOwJ/j5LjZU945HqgonXHK6oPdlp8T8xZMGAZsHzv6ie3ACMQQjEEMwyHA4nkLJvweGSHvhxhSo+ctmPAw4m14Yt6CCUOAmWNHP/G/Pi9DGWIE7235j2Ut4gX+vhyCeAtAvntesI3qVGCsUiqstX69w/oK8bRM/QHHMIB621O1r2n5ls9CevfcHxYQALDFYftvrUI8Yv/P4FdKHdu+/p7b26+/z2/1123TWm9TSlUqpUYDw9jtherInxFPzzg73O7jDp91bEvkex7/mzCAEVprf8eF9nXv2Ed79l/HY3bs9yeBM7XWK5UUIDn2J7TNwcHB4QfjhO39j5AzZ5LKmTPpDiANGb3vBdQjBRTCQCEiME5HQk68QCetUciIZBsSoqOQH7wYoE1DMALZVsht6rDbABbYhwwjnqCe9vZojFKN0kjInx+Zd+lwpdDADqAz8CHyY/gZoJXLbximrjZ9bRtcSSUpRuyOxOdb2pa54ne+AZyIjFCuiTR12oR40K4AZhGKfUp5Wg4B8o2ouhvsNsQDZ2RPeac9mf1nQ+mMUz50hBPMWzBh5LwFE46Yt2BC+3dTKxL6BFLhsQ65Z89G7sfOwGmRCBcCyUhFxQuRkWoPMuqdA5wyb8GEu+ctmLB03oIJ18xbMCF33oIJmR2O+42uj18QtyL92ZFWe/mPZQHgVUpd2b5AKTVYKTVqzxVtA/3vSOgZWuseWutsrXU28Apw1R7CCWQw5xylVLq9j2Sl1N4E4NdorRuBEqXUufY2Sik1pMP+JtnLTaVUAvJ9F9dhF4uQUDXTzhM6GljynT3x/XgfmNQhn6evUirmB2z/OVJ4A0QQ/UduWQceQ0LhOnqkOpIAbLdfX/o9jv0lcIxSKsVu/7nfsN6e/fkBu8MOUUrlfY9jfRtxwE67DXsThQ4ODg77Fcfz9Asns6AwBohJFAPgOmS0tzMilBIRQ3Qk4vVJRrxPJyIeIq9h0oYYoan2skYgxQobGC6rQUGqAWgjrFDaRMJsdiLiq4+FUtoVG4x4O9WY/vIMZQUblQ7HI8ItjIx6X2hv4wEuQER9NdDdcEU+wNUyChii3G2VppsmoHOkOeFe093WbjBf6UrYuRDJcWoFlpsJ299FRN5XGJEjXOmr7jHjy9eEdh42zWrJqN0PXb1P+dNDjzz+Rau75zkbNj1zYvJJ81edMMc/dvQT3xqu9AvhOsSgu3HeggmfAO8AI+ctmPAFkgfyMpK7dhZyL/YGhpgmxYjAfwDJy2hFRqhTkXv6HmA2cl9dAYwCmuctmPAMMgdY7bwFEyrGjn7ijgNzmgee3OKifxfl5IKE6HZDnr1bc4uLfnQYq9ZaK6XGAfcppW5BBkVKkWsEUohhBRKW2wT8U2v95A/Y/zql1B+AD5RSBuIBvxrY+h2bXgTMsrd1Ay8AK5H76xGl1GWIR2WS1voLpdRnSqk1wLvA75HwuJVIONvvtdYVyi468RN5DAlHW67E9bILOPMHbP87YI5SarK97fhvWfdNJFxvbyF7ICF/T9l99M53HVhrvVMpNQ34Avn+LvyGVd8CXlFKnWG391rgX0qpVYjN8QmS2/VjuR0Rcrvs/3HfvrqDg4PDvkXt9pI7/BLJLCjsavore8dVvD4aET89kKIJLciPTi9gPuKVuZHdVfSaLVSmQgeUGKWJiFEbAUxt0UkZzEdi+IOIENqoLdKAoDJoBXItlAWq1cDaCryOeAz6A5Mti5mGQQMyMjk60hqLEdVsKMUndrteAaYhAq8Rqcq1ClgdKDlmrLfHwovZHWr4BmIwdUaSnd8HUnXEXInSlyjDqkB+bP1IYYklxeNnvZIzZ1JC8fhZDfu21388s0tnKix1Q/JlN+i3L//jr39d2KV3rjloxY6+S3YMm3DTTyor/XNl3oIJXYEjxo5+4iX7/R+BoKc5/rBOmw57bMCNF78/b8GEzsg90R3xep6ACPQnEfGdidyjjcA8xMPaG7l3n0aS3LchyfijEONvGWIkh+x9pSMG4QLgsbGjn/i2EC0Hh581SqnDkUIN/+EFdHBwcHD48Tji6ReOXV3PQkbtU5HR1FhkJHgg4il6HxEVJyKGpAUsDKuYsYrQMlMHRyHiyI8IK3+4JTnWFVNr2strkNFdvxX0ZEJ4s+GxshGhVQ50QsJNjgY22MdeAZyEGK01iEH8ATAW8Q5cgoQTxegwjcrFCcBGxKOwAzGWf4VUyjrR3sf9wE2IQd0V8EUaO5vK03yB4WtsAhba536MfS4fIsnnU4vHz+oY4+9wkFn62H1j0koH7sq+a8xKgHkLJiQiSft/REI6eyGVz14ErnK3xTSGvC2bkfw8N3KPFSJiazsi3DMQz9TFwC3I3F/TkftzDpJ39xXwFyBr7Ogn5h6Ic3Vw2NcopaYg4YkXaa0/PdjtcXBwcPgl4YinXzg5cyZdiMSmpyDCZSsSinIGEvNegRSA6Ix4kNyIpyeECJASpIDEJ0j+SBKwTkeM/sq0LGQEPwkRIx77sB6gycJoU1go8QKEAJeGhmB0rxRv6+YWRDA1awiFXGltnvAuZbetHjFoK4CtkUDUKNPb9j4Q0jAw7E7bQllGvSt9/THKDDUhAq7dK1Zp//VDDOh0JF/hFCTE41hEHGYi+TMRRBD+uXj8rHv2RZ87/HjKpyyaBDwZdvkvbE6uOC+xKnvWqhPmXONuig+Ffa3p2h0uQQpFvIGEA20C1sdVdDupKa18C6aViojwUUgxgxokfLPeXnYqIuQb7O1vQPL4EpF7brH9WeXY0U90rGTm4ODg4ODg4OCIp18yOXMmpSE5QY3AHYhgmAz8Cxm1dyMlbcPAeUis+lFAfMQfX4qluilPc6bhimxDQuimILHxvXXY0yPSmuJ3xe/UiAgLIXlUChFPMRGMSgMrRUlo3UL7mJWIUAsgYYPt5c8VEg+/A8nF6GWfxnLEW9QNaNLQJ2LGRlyR5mUuCB0X5Vr6fls4EylBXIOEI16EVPU6yz7HTMTIPhwRiq8ioV4JiGBMsI/zTPH4WU/sg653+InMWzDhqsEfjHcBb646Yc4NRsBzhOUKVmDiQq7nOuCo1C0DU6t7rqnHYgsGgxGR3w2ZDLYCmWPnSeQ+mINc++VAUkxt5hURV8AT1ZSqG9PKXBFPoALJvRvnVOZzcHBwcHBw2BtOtb1fIDlzJh2eM2fSsYjYuQgJR3Ih+U7XIoZkEDEkj0ESlr9AQqC+BF5VRsi0GrvWKTNiIaLkGkQAbdZh9yqtUa74nS5EeBXb+0tBvFBeQJtYSUo8QoalzMMCsbkWkGipKBAR5geMnPKGaCDKsCLblXdIQqShy6GICEoFutjtjQPqFex0RZqX2ueyoywUOQfoEvKkV2hJkN6FGNejEDEXQYzmIisQrcOBhPSI8h6GhGf9BjHCy+2uu9SeC8vhIDFvwYRuAIM/GL8EmLXqhDljgJ6WK9zPCHm3Id9Z3RAvUWZ1zzWPAR4M1kcCHu1tSPoUEU7NyL34KVKS2Qv8xt0cV4eE6h3bklxR4o+vi67rtHGnpy32HeRedUqaOzg4ODg4OHwjTrW9Xxg5cyZ5EeNyKSIMLseunIdUHHsAGXkvRcL5qpEE+XMjrbGjDV/zNmVQZnjaNhqZa85HRu8zEe9Rd2B7pKnLSHzVm0x30AsUapnE0rTCBAwXLuS+eh/xNGmg1dARr6d5fT2QFnHFho1Q28X2Z5ZWtAHvWkqdHo6UazOhpr2qVgjoFcGoUegYAz3IPhcXsCoMx69tcxtaWY0udkWUCMHm4PZDhnq6rEhFcl7ikXLphxje1pABt6IZiXjkjkFEVAJS8jwZeHgfXxKHH8YxK//56Anh7MC6yr7LU+Iru17rj613hUx/sUINBOIJE2P6owdFvMFqb3Pc6YH4Oo+vMbmhLOJqjvL5z/S0xEcFvc1BlN5gBn1WJKqtFvFwDnUFvcfFbE+Pru+y+QE0l6WUDngtvjqr185+S0d6G5Pe8PhjjkZyqhwcHBwcHBwc/gPH8/QLwy588EXx+FnbEPESg1QYCwBjddg92R83qJMWz80axPszElhvRjc3K4NdSF7QkUCDFaGzFSEWeD1ixAQ1DHQllaaZ3pYXY0lK9LjUEYhYqwK1CfFEGUjFu3QkSd8LuBVWikZtcoe+zm1qAnas75LgBYaijAiGKwjKsLepAqINrCiFbkVC+1IQb1Q08JZlRTW1JR9ZqdAvFI+fdQJQ70rZdATi2Uqwwq5Lwk1p2xGD2I8IypmIN2IrUjY4DRgMvAS8lzNnUnvulsMBoHzKojPKpyw64qvZDwyOremU52tJ3rUre00RcI2vIWV56pYBSvtCDRGf/7HMdYf3SNjRZ6vCrI6uS1Pe1vjOsdWdPaGo5tPSE6qTgzGNpcGoxte9rfGfG0HvR55ATD1SWOR4wGhLrl4Y9DbXGyH3iShuq8/auN0V8MZYRviqfovP/GuPwuNnHdTOcHBwcHBwcPhZ4+Q8/QLJmTOpJ5Iz9BISUqeQEKZdoZqeA1Rsg+Hy1rgQb0t3+7M1iIfGZ++mGDC0pgcat9aAotEwKLHXS0SKSSQhoXIJSFK+CyknfhLiJdqEeK16AClBV/pmT7gqCxEy85GiDePs/QXtYweAaA1Yyldjav86ZKLTNxDRFYcUgPBreENj9jKInG63ZTIi/lqBt7XFaOANZTAe8bqdHvZmaFeg8n7EY1aJeKCiEaGZUDx+1ok/ofsdfiDlUxadobEGanQ/bViYlvuD7f0W18dXdr/Z0Ma6kkM/bHG3xl2gwuaHnTYefnYgpr6pLnNLW1ta5QyzLWpabE1mndcfv6s+dWu1JxR9WGtsTQOKFssd3BhXk9W9R+GYyRuHv9W1LaG6BvhD6paBwZpuRVtOPuHR6wGWP/SvjypyvioFHh07+onFB7Mv/htRSmUC9yHVEOuRZ+p65Hl+W2s9cB8d50/AJ1rr+T9wu+x92Y4DhVLqeuARrfWeExs7ODg4OBxEHPH0CyNnzqQhiPfnDUQ0gQiTWMSTE9QWKfY8TImIoZOJFJVIQoQL2PM5ISKn2Aqa8coV6a0MmoB6yx9TokOxMWZc5WDE0xRCvDsnAREdwQSUMmlFPDx9gTINWWr3+kHEEzTC8sdqtOG3EmM2auX2uP1lRRbk+2MGtEa3rK0EahFP1SrE07UT6D1y9fF1JZ02DNyeunViW+JhJ4c86fme1q1v+ZrXJSFFMCYAv7ZCnrXhqoEDPV2W396adOT50XWfD0cE3ZWIyPwIuKt4/Cz/PrwcDt+D8imLBjYnVpzqbUo4zx2JKgIOaYupWx4xg8dHNyXfa2h3RXPCzqNiGjJ0fWrZ+R5/jMvTEve6S3s37Mpac2XA11SeuKtHSn3G5trOm4c+u27UKzlx1Z1PQ6v7DG1M6lw8PKrk8Pcfjq/qflHcrqyl2gg3epoTz2lN2/nMgBsvvvlgn/+B5OX8yIXsMUnuuQXmj54k157o9XPgKa31w/ayIUi47DZ+BqLlv1g8lQKHa62rD3ZbHBwcHBx244Tt/fLQwO+RXKcaxBO0AfEydQKylcFaJL+nHClHbiJCagNSnEHb/0OIEdTH8EQGKANtb9cpyteywoytbC8LbSFiZiRS6MHQEffr2jJLEA9QCRDR0MPCrRARVI4k82cCdYavucmIaix0BXZabn9Zb+BkA3zRLWtNxLMVo5WrJhCb04RU1rsAaJl/VO1hZbHNn0aa00ZG1X/VO6b6YxWJ6vxiuCltsBV23WWF1WzgV12a6sd5uiyvBd6Lrvs8Cwn/C9rHvxOY5ginA8O8BRMus/+735836XdNyTuGhbwtR9V13dClNbq2AUh2Bbznht1tKX5304UhV+u/6jNLDGAsRqSpsvfyDZYrfAzoI6OaU2OTqnqWxjV0aopuyMis6LnitozSQXdZ7qC/84Zht4S8rQ9rM/Jhj2Unjg652lKUUgN8zcn1Lu3+MqEq+7492hV3ELrjgGELp0cRb7Oy/z9qL/+x5AOhduEEoLVeqbVe1HElpaJvoVgAAQAASURBVFS2UmqRUmq5/XekvbyTUuoTpVShUmqNUmqUUspUSj1pv1+tlLrBXvdJpdQ59uuhSqnPlVIrlVJLlFJx33SMb0IpdaxSaqFS6g2l1Bal1Ayl1EX2/lYrpXp1aPsCpdQqpdRHSqluHdrzT7sdWzq0TSmlZnZo//kdjnmLvWylfbxeSqnlHT7vY7f9WqQqaYFSqsD+7ASl1Bf25y8rpWLt5TOUUuvs9v39R19JBwcHB4fvhSOefnmkAIOQMt3LEaGSi0yIW4eImTxAa8n3aUK8SxrojwgmH+K9as9fikPmvqlCPFI7ffC7RIUHOFJrYpDCCwYinrYantCphjviQyrmJQKbFGwzCe1kt0DLBRIsiLNEpA20/yoRMRYE5gH9w67kRy0zZpE/4ZAcpLz6icA2X+NXiwPxXQeCutFqTTrZtNrujNk1/0HQzyrU6eFd/TvpsGdd0FSxiKepBzJZby9gGFJx8A+IgHI4MLw6b8GEmPid3W/0tMbdHPK2ZrckVtYll+YGzLD7EmC7Oxz9XFtsjdWWVJ3kDkfXZa0/8nSFsSypqte73Qrz+3hDsRstdF5UY3KMtyWhZ1XX1W3RjWne1LIBnqiGlDe6rj7GZYRcRdmFY0a6Q9G5Lsu7OmvTiI2utug0U7svURheYHb5lEVeECEHnH1Qe2X/81ckPLUj0fbyH8tA5Nn/LqqA47XWhwLnA/+0l18IvK+1zkPm7ypEvp+6aK0Haq0HIdUyv0Yp5UEqg16ntR6CzD/X9i3H+DaGAL9FvosuBvpqrYcBjwG/s9d5APGsDQae22O/nZBBo1OBGfays+xzaG/bTFsknozMrzfcbvfdWuvNQINSKs/edjwwR2v9T2Tahnytdb5SKhX5nhpjn98y4EalVAoS9jzAbt9d3+OcHRwcHBx+Ao54+uURjXidUhEPzS7EA6UQgdJevtutUYaWkDoLEVUayfuxAJ/WxGkLPyKitiDCyAS6NIC3HlK0RbrVnFANnGph+CzJfUq1j5GEVPLLQoyTIDKaGkGKPnRChBR2+1oQgedDQn7WIjkUS8JRnW8www0N8duf/xQJDZwOhIrHz7o+Olh4TVvXIStCSRnTQ97Ok3TE3IDluV25QhW6T+S3yhV8ZGuPE5Pt4/wNKbveBExCquv9ht3lyh32I/MWTLgEmAWMNyxX/7bEmg3B6KY7s9Yf+YgLzyueYOzyiAo1h0x/UubWQ3ekVPZ9sT6jpAW5T44AznfheRfobaDiDMtsckW8vZK39UuNakssMQPeC+PquqQFfQ2d2uJrh2kjnIMMEowF+mvL2o7ch03IvTyxfMqiQwZ/MP7csaOfeHJvbS6fsuiXUr6+2w9cvi9xA48qpVYDLyMDNSBVQccrpaYBg7TWTch3TU+l1ANKqZOQkOKO9AN2aq2XAmitG7XW4W85xrexVGu9U2sdADYjnnQQT322/foIoD208RlELLXzutba0lqvQ4rjYH/+vNY6orWuRKZ4GIoIqTntOUxa61p7/cfsPjAR0be3MMoR9vl8ppQqBC5BPIcNyODX40qps5DvcQcHBweH/YhTqvwXRM6cSVGIKDkLETFtiCeqKyKAsJcbQLOydJwOu3OUJ+QCsORHOMqQ/360THaL/ED3t8KqVQeiisyY1kHYuVHKoNmMa2gBqgysTkhJ6JC9TWfEYNhlL+upIaJE4GnEeN1siPHm90Bsb7dRty5kBRCDqQYZFd7hbi2rBi73xx3Sw9ygV7jTV/ZXpu6XM2fS0f7YXHdU3cIsg2C6ZcYWYUQqQ+mdvvLHDcDbuPKSUHWPT12umqZwfZfHjOjaLoan7XZEpI0E7i4eP6sKMegd9hPzFkxIRITqPMTj98/6Lpuzgfr6zC33RzWm3NGYvjXsaY1f7W6LmeBrTix3N/tuaUzefoenNa59AuVGJPftFEArjG0Koyew08CMBhJceP4BLIlpzrAiRFJMTA9yv0cA7dHR8ci9uAgp138K8GrWjFErvqntWTNG3bM/+uQgUIYY3Htb/mNZC5zzPda7AfEoD0Guhx9Aa/2JUupo5Do8qZT6h9b6aTtv6kTk+W/PXfxRx/gOAh1eWx3eW3y/38eO26tvXOvbeRWZxHwB8JXWumYv6yjgQ631Bf/xgVLDgOOQ63ANMmjm4ODg4LCfcDxPvyCKx89qQ8JZViEiRgGdI0ZMmRYhtY3dhSC8gAbdiHzWYoDXq4gggsmjDBKUwWKgAFDK1AkqqjVOtvtaWJmIEOmlrfZ9EocIogji6WoEooCIJdtV2G0LAQOQ+7DWBebOsO6GGC7tYX0zImbMh4H4AT2ATlFNKwKeToUhZep+drs3+JqLgiZBl4KAGWl+WylGh1J6/cHTsv4Td7CqxZ1a8qwvvPay8K4BEPEeg4we/w3YZAsnh/3M2NFP1I8d/cSvkNH9McDJSHn4E7NXjPm4OWXHI9G16ZsySoZsb8wom+hrTfocOCS+tsuy6KbUTsg9lg54gt5mjVRxXNbmrd8BJDSml9UhhnwfJJRsm4lZh3gunwCeRiaNDu/KWrcN0PWZW9Ib0kunIOFRAMxbMKHf1tsW5JdPWRR7IPrlAHMr/+mZaLWX/1gWAF6l1JXtC5RSg5VSo/ZYLwHxFllIeJxpr9sdqNRaP4p4YA61Q9QMrXV7SO2he+xrPdBJKTXU3kecUsr1TcfYB3yOlLsHmXR80besi/35+XbuVhoSJrwE+BDxMEXb7U4G0Fr7kXnxZvH/QxSbkO9SgMXAUUqp3va2MUqpvnbeU4LWeh4iHof8pDN1cHBwcPhOHPH0C6N4/KyG4vGz7kfi72OAHZGozttAbUVGUj9HDKaAMmg0POEYe9MYoNUf8NboCK3I5LkW8mN8KuBTCtMwyEC8WK3Ij3sUInKitC26ENHUgIijGCRsrwYoM0U4VdjrtbE7tyqlFYJ1WjcjwukE4LZAdJ+Blhl9SXTdFyuAuW0xQ5O1ZaQgZc6jm9JPymvsfM5LiLdtBxJqMzF+x0tRnrayeuAvjZ3OuhXo7uvzQddfLTlrZUZtl1GIMfP4vux7h+9m7OgnPhs7+omSsaOf+OPY0U+cABzR+4+nvmKGPJMsTzAHeHHkBXc8ZVhmJTC4NWFXdsQINYY8bbuQ0EqzNakqqLESgYyoQKICqhKrehhAUkNi2WaNjm9JqOpe2bPwfSQsbDBSXj8KUIk7ej4NPFCfUdJQNmDRVatO+H8pNZ1Q1mCkOuXXlE9Z9F/vpber6l2BhOpq+/8VP6XanpZyreOAMUqpzUqptUhIbcUeqz4EXKKUWolMO9BiLz8WWKmUWoGErN2PeM8/tsPTngWm7nHMoL3uA/b+PkRCfb/pGD+V3yGiZxUiyq77jvXnIgNYKxFx+XutdYXW+j3gTWCZfW4dKz0+h3zfftBh2SPAe0qpAq31LuBS4Hm7HV8g5xgHvG0v+xS48aecqIODg4PDd+OUKv+FkjNn0k3IKGkYeCUYnX2VskIfu/3bD0eKJbiQH/dcxAvUHm5nIjkhW5GR/gT7ffuN4rLXCSPiyY0IpAASjrcG6OzBExcgWOOP7pvpsvxht79MIV6HzvZ69exOXm+fNDcKMXZj7X3vsMzoN1WkbZw2PCmWJ3NnpCJhsSd+7eHKiBQAbzWnjXkudtf8pxDRFEJE4yBkDqcKpEBErn3seMQ4M4vHz2rPN3D4GbDu7/8+Kb6667asGaPWApRPWfTrtUc/f1TmpsM6RzekBRo6bSnN3HTYxc3xFZWxjZnbWmKrE6Kak44yMCciBmM58MeAt+lmTyDG3NV9XXH8rqxnfK2JzyKe082IFyOM5LPciwj6vyHhTp2Bm4DbgZuyZoyabLcjDhH/pyLGbSIyODAAyS1sQgz3C5A8m1HA51kzRtXt7z5z+OWglLoZ8SDdfrDb4uDg4ODw7Tji6RdKzpxJ5yJG4QIknn4DYuglIoZiFlChIU5JSFQyu2P2I4iRGY14hxrsz5OQKnipiNcyiIipJYgx6XH7g+stw+iNx7s2QiRXg9aGr8qw/NmIwHITsciqbW0pT4sNAml20YolSkRTD0RI7bAwEsLezDVaeVI9/rK+h1R0aVnaQ51uBnaNDMb2edDXuOoFC1cCpjuvNWXUYjNYnxhVv+QdJIejqXj8rEK7L66zj/1x8fhZxfujvx1+GvMWTLgIeH7s6Ces9mWb/vzWn8ygJ8Udil4HrABOR+67BmRUHiRfxEDu755ION/2poSdmXENnfyIF+CUgK+xl9cfn2yvn48I7bnAx0iOyGrkXgcYkzVj1MPlUxaNQAYVzrP3+xFS5ORiJCy1MzJ4cC3iFXjUXpaOeEFfzZoxqnkfdpPDLxCl1FxkQGu0M6eTg4ODw88fRzz9wsiZM+m3SH5HJlKhaSxwFBIW8htEEMUADRaKiDsl4g5VpyIj830R4dHudeqGGId/B36NCK96JKSvPfHci1TH6oUIo22+YDi1V2Wzd2128nLEu3UKoUgqbjMMfGSEI8MTWoKRuoSoTkBtGM/OcEz3Z3wtG/sjSeIPA8dquAWMC7UyPjF0+JCIK7G3Ea6PVWLAliKepcqIO6mHpXw73MGdPYCnkNH/qpAnw2jpfObcxNLZ6cC24vGz9paI7fAzZeWDj76UUp7zBJKrdzlSbGIGck/FI+WaOyP3YHZ9RnRSXHWbYUZ0XySsKREZCFjZGlt9WHRzqg8RQ1GI4IoCNiJibJ59WHfWjFH3lE9ZdC8ySFCHiPk3EM9SCVKIoD1ktRviiW1FBheikXLbEeDPSL7OW1kzRq3fD13k4ODg4ODgcIBxcp5+ebiRWPijzj+0izI8cT2QCmXDkJA4kAIOsQY6wR2qbkWM095IjkATUhK3J1oXId6ly60wTcC/gHeBVixrma812AI8aamoZkt5mghHwpiG4Y/yRNZ1SXgGyV3oCtSmtQTBNjotl+mvS4hqT/D/1EXQ52vZWIEkgk9ADM8lCh5VWKdrI/qUoK/rCBVpWaNECLYAjZby7tTK9GnlWhKOzpqH5EdkIsnXX5jhhkMRD8OxwMT90tsO+42U8pzLESGyE5iGhF82AE8iAwTXIsUhcoB7EitbXzMj2gs8iIielUj4Zk10c+rnSHhdM5LQH0Ty5i5HBE7frBmj/gkkl09ZdGbWjFE3IN4kE8m/G2nv7yNk4KA/8kyZiLjqbO9bAcORPJwLEc/soH3fOw4ODg4ODg4HA8fz9AsgZ86kI5AR8AXF42ftypkzqQ9wRkvykV5Pa6nb9Ff01sodY+pACZIHZSAj5E8gRmGhvewcRJi4AZXY0FZXnxBlAhWWZWRarqiwy2pZC2Rh6ZQ4f2h7U7TnnIg7eS5YCV0qtpdVJEV5MYxsIA3xZm1ADMiPIkb0DabVeiuw2jJ8l4Z9nS/0tG4pBJ604AbLk/7vQGzfSCh+wK7Yna/nT4lqnv+se/D1W1t2PRGMz9XR1QsvNMONnRBjdkBzxqmxUTWLRpjhhr8jgjAFmZxyWDC6x5Ge1pK/Af2Lx896cH9fA4d9iz15bS8kZK4GCYNrQwRJABkQ6I14IBcjAwC3IblPXRCRNQIRTJvt7Y9CwvR6Ivf7IcgErxlIWOAnwGVI3t4W4CVEtPVChP8qpOx+DCK6fIgnqisimiy7XcpuTxdkouqXgJezZowK7sMucnBwcHBwcDgIOJ6n/xJy5kza2/wszC6d2RsxAJch4gHE8HvY3VbxlStQ/Vg4utuMUEzPlxHDciJSlWkGMtmkgRiUqYhh+DoSnvR0fULUdmTU/xjDsKpdVss6xDCMaIxITf3wDcApZy9a8Xx6TYW/IiWmvk9F85qhG3YF/VE9VwRi+k1qyjxjI7CmKfOMKG361h2WNOLK1sTDr/UnHnZsyJs5B7DCypcc9nbuG3HFnWQGGwZ76r7KDPm6Dv97fUtZWfOO94xI26kRX+edRqS1IBDT5/dhd3IKcEls5duFZrjhH4iH4BikTPVpwNsRT8rrluGzmlNH98yZM6l9Il6HnznlUxZFl09Z1BnJo+uNCKXzEFEyA7mHP0EmSn4VESiDkPtyMFIWeiQymLA8RCAZEUt5SGWyc5AKktVBV2sAEVDYn//R3vdWZN6cs4B19ufvI89YHlK2uhEZaEi121iDDDoYyHPYGXl2yuzlnfdNDzk4ODg4ODgcTBzP08+E2aUzbwLum5g9OWK/9yC5PbW1LcGUr7Y1jD0+J20REo6UPTF78qeZBYUjLk5aMKJo23b326fdMzNnzqRzrhrVvdnrMgsmZk/uOHkjty6/s38woo2311QOQ8RVG7AdKcObNaZvas38DdXPIiFHHyGGaEXx+Fkf58yZ1A+4BTFW5wB/AX4bMeNivspUA5cFIndeVd0yGfhzILbfEa62bdUtGafvMv3bO5nhxi99jStrQu7ka8xQbXVCt8sbGsoeb1LolFBCXjfLCp0U9mROt1wxh8ZUf7TYjLQkhD1ph/ijum2NafhqpYLX67Mn5iDC6AMg3gjWLIrf8YpVPH5WdWZB4cVAekV+3j05cyYlAeOLx8/6R5f3PjxMhZtvit31QQR4uHj8rM/25/Vz+OmUT1mkgKuRPCQvcDxyP76H5Ow9Y6/aioTNlSGhdKcjz0UrEra5FPF8NrF7gMBidw5TErA64Gvs7vXHJyKeqSzEW+RHhFAT8vytRATW35GCECVI8ZTZdvs6IcUmIvZ6DYjoW2e3cT3w+6wZo5z7z8HBwcHB4ReAI54OArNLZ/ZAwo3cwJ8QY6292t0/gecRIy8BSVTfbi//DZKEvrW6OVC4vdWTULS92verQ9JcrcHIGlPR3+s2vwSen5g92cqZMykGKfQQGDsg/fN+6bHN9xZs8QfKjrhCt6U8VTrjlIpJK594t2D50j8Wj5+1NGfOpFeLx886O2fOpBOQss4f/2ZYln52aXmspWlGCjlMAzItw3d3MG7AJaVnXX4lQM6cSeM1KjYYl9vZn5C3RrviNgPFiaWzdTCm96VtSSNOjd3xatLRGXlfLvNHerc2Fi3PNNVZ21V0VWvqsWXgXhpV/+V53pYNVzWnnzxEYwWjar8csuni6VP27L/MgsIzK/LzXrdfp1fk51XZbegL9CgeP+t9+zOjIj/P2nN7h4NP+ZRFRyEi6VRE1HyM5KZNQSpEViLPxWDEC+VHSomXIeFynYEqJOfIQrw9nyIT8O5E8o/ciGfKi4ibUsQLVQe8WJNVPCa5vG8vheFDiqA0IiK9APFeLbDX9drHdyFirAbJv6pCxFRPxPuUixSR2IFUjnwdqXQ5C6jJmjHqsn3Sef+FKKUuBWYinsNYZADnTq315x3WuRkJh/QjuYoPaK2fPvCtdXBwcHBw+GYc8XQQmF0680okt2IDktDehoyUP2Ev34oYhLmIobYOOMJe1gKEt9W1WbFe8+N4n6uXaRgLv9xau7xrQvThnRN9pYhB+kwwYm37Xa9b1thha7HAacXjZ32jMZIzZ5KvePwsv/16OBLm9FHx+Fk6Z86kC5HcqHi7LcY5hQkL7rp/xophCz69elfNstzzPvrwq6zhXZOrMgZ5Ho066gXE8B0HrDRbty6yvOmjtBn1Utz2F8e0phydqwK1A7wtmya1dD7jHOBUFWp81Yi09tp+8kk3Z73zxuPrvcuWxYz586yObcwsKEwAhlfk53WcTBKATvMXx2rl+nXFcYc//IMvisMBoXzKoiORYg3TkfL2PiRctIbdkzK3C51lyDOQhnieLkXu49VInlIVtocUEUkrEE9VMyJ4yuz1WxBvE/a+diBi7QSk+l4yuwcwnkFyo3rY23mBfyP5U9vYPc/ZDqQy5G2I5+sLe99nIrlRMYjAa7LPqzlrxqjRP6nz9gH3nH/qhcBfkbDGMuDWm158+0dPkvt9scXT4Vrra+z3+cggUb7Wukgp9Vvku+JcrXWjUioeGKe1fmp/t83BwcHBweGH4DrYDfgf5Tjgc8RYS0SMxeXAFYhhOQgxxsKIgMmx1zWRUfX4rklRbmBVU1uoi1KRKUM6J9zvc5vXIBXxdm6tbV347tqq33rMmQOLx896AajLmTPpufYGzF1cOaQq8+lS4OzkL8vqBt4x/1P/mX9Pyp7yTkLpjFOWIt6uvtgT2BaPn/W1gZVZULgcODLpk4cv6fP05Etj4/qcGojPm3v60jmFW/qlhYuzUp9Bck/6oq14FW5eqHT4IcJNLZhRp7Qkj4y3vJkuPCnrw/G517qb1meG4vqdrt3xsRF3fDVAbNV7f47pmrjrG/pv294W7hwzot075vDzZSUiWIYg8ywdiRRceBHxFBUD5yIenCQkZO93SI5TFOIJiiBhdt0RAdUPCdkbjniATERAdbWXB5DnJwDsakzalhxf1/UQez/xiFCLRsTScET0BBHhpZHntQUReq2IOFqGiKXbkDmglL3MsLdbieRMfYiE7h10EWALp0fZPTl1d+DRe84/lZ8ioJRS2ch1Woxcz6VIeO+dyJQHF+25jda6QCn1CHAlcANwK3Cs1rrR/ryRn0GfOTg4ODg47InjeTrAzC6dmYcYC8OR/IheiBhYBJy3K+j1JbsCPtOgAjHU+gKWZVmmP2IEo91oxMhsQwy8qJ0N/k2JUa5dUR5Xkr3+Ent/niZ/+ME4n+uCj9bv6nFcv7Sn7ig5fgsw/K9dVp0e8lTeAGQdfdITAM0nn/n3esBdOuOUxm87h8yCQjO66sNbzGD1cH/8oAWYMU+GYnqcj4jxlYhBdBgQh46k+dCL/cqVhhiv8e6G1VmhqG7PJe544Q9AisfsPe/Fvz6Wk1tc5M+ZM+mm4vGz7vmO4x8LbKvIz9v8A7re4WdC+ZRFRwM3InOGacQD+wWSS7cCESsVwDtIOfF8xBDfjHiC0hHhoxGvlRfJdbKQcL8sRGiFkFC8aOTei7bXac978iBhZKlIQYoERCA12K/r7XVqEVHkttuYBJyCeIRTkYItrXabX0RCayuBj7JmjFpTPmVRHrAma8ao8L7ovx/LPeefWsru+dk6svWmF9/O/rH7tcXTJiTnay0inlYiXvTTgfFICOPXnid7uzORAjbnA1u11kk4ODg4ODj8zHE8TweeYUh+xseIABqI5EzUAzFpnkAzYhhWIyFJ24GEkGXEKHQTqGTEAHQhoUGtnRJ8nRHR1ITkC3RDJv089Ktt9c/3So0Z+9KJd7cA3FFSaACLQ57K0onZk9uAjRRPBmT43W7T/yOzoPByYCHQUJGfV1WRnxfp8m7lgogvQyOhT+mGv+piy5deFN3UOL01Lr7JW/+VKxA3JCY91NpwgmdX1rOqlx+oSGhs+LNldLstothlGV6XYQUGupuL7rCF07A9hdPs0pmDgeKJ2ZODmQWF11fk592HGGcBHP5b2YQY2Y9mzRhVWj5l0ZisGaM+Lp+y6JisGaPC5VMWHY54W28B3kLy/vzABYgX50ngccSbFELEjIk8N90QL1AZIqKiEUHUaGG5LELRLrw+xKvrQgo++BFvUYy9j1hEKMWye0LoUuQZvRrxdsUhAm2z/b/V3uZZ5N4stoWTgYQb/n5fduCPpNsPXP5DKNFarwZQSq0FPtJaa6XUaiD7G7ZR++C4Dg4ODg4OBxRHPB14DkfmkTkFMcbcEQuXhr4uAIMaZBS9PyJkQkCU28BEqWRktL2GSDgd02UhhpsbuZbR9us6JFxo6bF9Um+cmD25BWB26Uzzzh5YyEjwWnaXYcb+PAuonZg9uRUgs6DQDeiK/LzHMgsKewHRmQWFHmAGvoxeQPKvrC2e11TWxKArrhro3RodFW22NdcH4vIyMU1/lRm/4lni1xBp24kZdWTQ5Y5c9tZLN//h4fs+gWPImTNpRUuUO9lugmcv/eVld0n9BwAq8vNafmTfO/wMyJoxagcS7tb+fr79v90zUwd8kjVj1LPlUxb9CREvnRAPbQwiqqIR0ZOIPAPtLnQP4o1KRQRSCHk2ogwMy8Dbhjwjlv3Xyu7nxg+YYQJuhUubmF7EA1Vp7y8DEVGG3Z57gBeAV5Dy5SchgwzPAn3Kpyy6Ebg3a8ao6/dBt+0Lyti756lsH+y742CG1eF9+0DP3jgEKLJznJqVUj211lv2QVscHBwcHBz2G454OkDMLp05CEmQvxERL58iI9Ih06AVi1QVjg+HzcbuSmEaBobWOtYfjISqraT6Lt6mFEOhsBPbfQG/9nu8bbjcIcRYTEfEVjoNvldJ8PcBlpX7Y5+dXTrzNsTYW4t4irYgOVd70p7r0QpwprV12icqIz6zoHAhEkJ1KZKPEod4xUKvqG6WS1sxeUZLYqHlKVHh+k8j3qTDj3VtbCuqSplXE9V6Xzim+4rcjUtemDn7qX9edN3wQx48f2LbgwWFSyry8/yIZ+34nDmTNs7928cnFv0t9wvAtSg3vcc/Tu/fVjx+1tL2xlXk50X23RVx+DlRPmWRC4jKmjGqCbmP24WUARQhgmkMkm90G3AfImyORAYbkhBPkYXcw/XIfRpkd+5gBMldirP3HbD3EWK3kEoycLUqjCh73TC7wwTDSAGLJiTUMAW4DijKmjGqpXzKou3AxqwZo5rLpyxanTVj1Ip92kk/nVv5/zlPIOd864FuiFLqGCS8N99eNB34l1LqfFtMxQJnOdX2HBwcHBx+bjiT5B4gJmZPbg9fuQYJBeoHvIYYZJsx2K49jSYy+v050KaUqo3yulxdo5oswyCElEV2Ae7Ajl7gcrePuMfb+yoD1uGybsRiGHBFF29zFWL41SEhg6ci1cr6zS6dOX526czus0tnnmW3cYm9fBjAThW9+Xq9biOSu3Duibr8fOBLtHUIOhTpta00kKdrq/2G54VilfhPDDNfe9O2Y7iuW6cTrqpMin/O27T6hOiq97uEA4XX/3tkl3UKnq7Iz3vIFk70SIlKA8LF42fVAktyi4siQGx8a6g/kFiUk5tblJPr3Ke/fDoj9ydZM0btyJoxqspenox4fu5AvLbnIPf7YUjIay5SRGU1IphaEO9TCuJNCiICSSPPlrvDn4EItWp2e0tqDUyPQjVHCMeEVbC9wmX7XFGb2e0RHoPk9JxYPmXRb5B5n9aWT1nUD7hqn/fQT8QuCnEFUs1T2/+vOBDV9mzOV0oVKqU2IILtbK11kf3ZLKRE/FKl1BokZ9OZZsDBwcHB4WeHUzDiADK7dOb1SAnk6xGBFAfEr2zOTB0SWxFARoETkfwNvaY5wzUwtrK9hLKJGIIvN4WNCxJ2xW+3Mmq7YBjtYUcNyIh4JTJJ5xpEaNXZf52QxOw2ZJR+F3CM3Y6ZyBw6h+TVth32al3/uqeN3vMqIi/WH2Kcdu5OFX0v8NVpVlnFW0a3RFNHukbpcMrJ8z+c+cD0PzyaWVAYDfz5qTtunHPiJwvWzC6dOXDuyp1XlNa2LUKMIBfg/eOLK8999piei7ZkxnUrHj/rhbmjh/d78/dH35CSHP3GWX8p6J+0fldPpBz6+8DdSBGBHcAo4EukNPS03OKiLUU5uWOADbnFRfsi5MjhZ4SdJ3Qq4p1NQ7y19yGFGK5A5ho7ESlPXoeE1G1CBid22duAhPi1sTusrwl55trD+XzIwIKBPF8A+D2N5d5gXGeFUsgz6Ueeq1z7fSziMZ2PVPSLQgY23mR3Zcw7kRytOVkzRv1HHqGDg4ODg4PDfyeOeDpAzC6d6UY8OOsRI28qkkPR1Bj2psS7AiZi3NXay6kP+cxEt98AKouak3Z5jUifntGNtYj4iUZrC6XeAfqhdRFKnYrMU/MmElb0EiK4HkWKLGwBJiEVzXKRst6hFyoHj/tVxqqMO0qOL/9dl09/Hbs9piXcpfGFWE+w+b6yI3PqIjGnJpht0aa2locirvKN1utPLCN50qnm8VTk590LkFlQOPzFW6/pdswXn768t/Mvysk9AZifW1xk5cyZdOXE9zd80eJzTeq9s2nr6hknvbx4cdmZD97/WRPiQTsNeBmYGzCN27alRF3Uu6rlKMTQ7Y4YxKuR6mafAZtyi4s+L8rJ7Q205hYX7dgX18zh4FA+ZVEUUmDBQJ6VQqRq3qGIYOqOlOQ/H5lzbDMiohRS5t+DCKT2sLxyROS0V6oEmRpgsL1eBBFAEeDzsOEfZVpepVDtuXVhxNvV/tqFiHo38jyXAhOAycggxqNZM0ZZ5VMWdQIqsmaMcr5kHRwcHBwcfiE44umHMn+qlzHTf3Clt/ZQOCTp/S9I8YOTkfC9M5EKXmnsNtR2Aq6wRTJghC1T+/yEiY14AFytzau9Vji+JTZxRXQo0i85GMkuj/H8Ayl9HoXkN12AzLcyFjgWMe46I3PsPGYf//oPavv86oTkje/8s/zIXqPiN1/bPaohPdYI+ObX9lre2ddUu7ktLWNc2podh9a3vT68pi1mdu/kL/9dOcSd0KIGXJ2+ZNKJA2+7YM/zzZ7yztFnjClP7d+78Y2J2ZMjn100ZsSav5zYfG/BFjdQNPdvH7uAuG1nDzwpbVHpNl9V83rEq7ATGb2PBzIsqK+P8XRJbglqxHhuRQzinctyBnXOqK02ulbtXIaEbN1vf74ut7io5odeI4efB+VTFv0BeRbeROZr6oKE64WQiVX7I+FyIKF+nyDeyRZ2lyVvr5zXPqltuwcp3n6vEXFWg4SvDUHCxEx7e7e9fTm752IzgFp/TF0vX0tSGXLPZSD3bB0S/vcWMr/T7cgAxYdZM0a17sv+cXBwcHBwcDh4/HLE0/ypv0W8LiHgSr547FkOOe9Glj37IHAi0xqe2QfHmAksZsz0V3/KbmaXzjweMf62IHPaeJDE91bE2HsaGApkhyKkKQUugwAWGgOfvZsae/1qpLJee+nkJCSc6AZkvqclSIjTo0i44G8QD1if0rbE5hR3i8vSqn+COzi7OeL5Am0961JWS8gy8pY2dr1ldErJZuBC4MaZZUef3xzxvnBnjw+PaQ67Y2ZuO3blnT0+jAW8E7Mnf2qf223A0o++SN9w7LCq60yTG+8oOd6V6Gq74Yaun752b8GWbsXjZy3ImTPpWOCzG/J79tpc1XRR0eJta8a/sW7ci0dl9/7VZ6WX52xvnAo8WZIWM7M4K2HrySt2jERG+TPt804NulzNrkikk6H1V4goLEMSzz/PLS5q+CnXyOHgUD5l0WjEs5iAXMsvkWeiEREwfwIuR673TqR0+AKkVP8gRPyEkfC9UsRLZSJly9v304iIKy+gg7T5TNwtJq4E+9g+RGiF2C2m2itdtlgqEmdo8x7kOVqAeLw22du2F0F50y5+4eDg4ODg4PAL4ucpnuZPVUA8Y6Y3dFh2E/AgcBljpj/E/KmHIEZSGWJMX4nM/+IG4lj2LPQcdRrJ3R8BzL16i+ZP9QAuxkxvZf7UOMZMb9rj8wsRkdOGCLM7EGETZMz0nyTGZpfOVBOzJ+vZpTMfRkbLVUwwHNfiNg9BqUTE8MtFDLblSPhStP1+OyK8Uu11vkC8MiWIcDocGbH/F5IrUmdvvwIx7oYCS8MWmUpRZ2kjx21Yb1uawxrD7mCZP0H1iqpObojErunsbS70h8JX+ENWKD7KU2kovgJmI6P0WROzJ39pn08GIt7qgTtfXrGjaf64e/8wu3Tm9ROzJ9+35/nnzJl0ud3ukudfXnVH7nmDl96xuKzHpR9viSBGbZfxt8+sfnjGrcd91i85kNgS+sehJbV3ImGNO5GQq5X2+17A74DRQL/c4qIDXj3MYd9RPmWRieQMLURyjZ5ndzntZGSAoBEJ21yDhKL6kXt+HSKi3IhHaQ1SQjyECK4GRES1IAIqARmIiLLfvwqMQLxNccizk8Du0uZt9rF9yL03Fwk1nQYszpox6q7yKYuOAFZkzRjl37c94+Dg4ODg4HCwOfjiaVrCDUxruPfr9/OnxiDJ4lmIcfQa4p2Zby+/EwlxS0LyGD5EijB4kQpbbwC/tteZgyR3t48I3wdEMWZ6ky3GPkFKdzchlbs+AfogpZHfRka53wMutlvXHbgXEVy7c3v2Jry+J7NLZ0YhVbpOTfWHQ7UeM2AZqn0y0O7AH5D5UALAUUjYkYGMuP/GPq+FwF1IDlMGEgb4nt0npyKicjwiNqOCEXSL5W2OdwWUqchEvFJDawOersneoAsIW5qu/ogxLxw2jm0Jh5tTo6zNbtOIRbxk1WGtnnqvpt/gU1OLX0NCBEciYYBTgbh7C7YkACk35PdcghSmWD0xe3J5wTWnztpw8zEZ9xZsuQ/4/N4nll69tkvCiY+d2PfSkesq+970VtHo288+vOm211f6fJFQGvDx5ozYlM61rSVRIes5JOzxdcRgvh2YCLyZW1z0t/Y+LcrJjcotLnKS9P+LKZ+yyIs899uQgYvNSKjrLOR5fwcROa2IYDo+6Gn5yBOMaZ8gejAS/nkTcv9HISIpiDzng5DQwDh2F5bQQDESJuhHnrMERCi9gITYtudVPYAMSCQj3t1oYHrWjFFOuKiDg4ODg8MvmAMrnuZPNRkzPdLhfQ5WJBfD/BXiJfkzkMbmT96l19EGMq/Qe4iBE0A8Jl5kVDkWGUEOsDtXoRHxfPRAwtnWsLs6ViFixM9HjKKdwBlINbizkAT1bViRMWxbdjbdhxchyeh/R/Ih/EgRho+BWMZMX2Wfgwu4mDHT5+yLLppdOvMyRCR9jMwvc4/dB50Qz9tdiNjqNDF78nsAD8+b/PCXUe53RvRICiEG4CDE2HsDeA4RX9uR8D3ztar+vnFp6yqU4i3EMLwNmejzSER8ted7tAIbEe+WS2uNpfWTpmH8Cun7W9oiruml/qTPc2N2fVYRiGnO9La8AEzWWjfc93HJ9Bvye455bMfQYy7vvPT2OzYdd/3vO3/8TEx0JHhvwZZuwJri8bOs1/OHjexT0TRkQFHRv3LmTOobrun9q8sXFBWfseWzv9jXaxzwAZLX8gZwfkNOalR0SV3J20M6dz9tWXmry9J3I6Faq4Gjc4uLHtoX18Ph4GMXkDgya8aoj8qnLDoFOA95piNIuJwLuClotn7liUQvReYOehn4LTIIMhzJXToG8RR5EC9l+3fJLuR7pAviodqBeLGSkcGK2ch3TzkyoHOeveyzrBmjPt3f5+/g4ODg4ODw8+FAi6frgScZM72e+VNvQ0aT/4gYL9FIie0thAP9cHnbxVAyMircgHiWAoix5GP3hJgWrQ2NRCdEI+E2rfeTs/V3FFcaEv7WG8mJ8AMfIXkzBYjh1BsRWh8BtwUt7W21IvGJLtdzSJGFtdSV9SQh6wtO+NsM5k8dD5QxZvpH7aeVWVDoAVIq8vN2/tiumV06M8E+38ETsyev7LDvuGxfzZPxrsAdZ6etTUIm2o2amD35a2/dp2/dnHZ5dUvNDfk9L5uYPfnRvex7JHBG2GK4oTBCFl3qQ1HpKKMhw9vit/usHBFOXvuvffLdbLufraqmQEMgbEV1TYrSQMQIGfWWslJbtAr5XLq8IhCX1cXXdB0yx00h8Mmyxs5nZUfVz3yg/Kgurq+q413VgU9LZ5yyuUPbrr23YMvDA9aHX2+pPWRyjve9845eUzGy784m7wtHdau66LOyMOIhyEW8DdlAogWFLW41Ni6k24D2nKeLcouLSn/sNXD4+VM+ZdGwrBmjltihfe8gz28D0BMJA81GwlmXAo8g4XQa+X6JQZ6xLsjgyU5koCUd8U65kHu/J3Lvfwq8C1wLvJw1Y1RBh3a4AW/WjFHN+/N8f+4opVKQ706Q79UI0ncAw7TWwX14rD8Bn2it5yulrgce0Vq32p/NAy7UWtfvw+NNA5q11n/fy/IrkPP0Ib8lV2utf9K8VEqpUuBwrXW1UqpZax37U/bn4ODg4LB/OPBhe/OnLkO8TJciBm+7CIpHDJww4EVrUEojYimEGDXt1bFSEA+TVNYKthmY7lhMV2sYohsxymOxUj1iVHsQIykVCbk7FPE4xdn7i0d+8HcANRGt3WGN21tXup2UHgZjpp/N42Ou+1vw7PFX9dg+Pc4VSUCMtrOBhxgzPZxZUJgG5FTk5y3qeKqZBYUDgR0V+Xm139Uts0tnXvZeTR9P/5iqxMd3Dru7Ij8vYu8jc3DM9n5hbf4mpF1zfp25YsMdJcefb7e3oH3fmQWFRyW7WmLXjTrq/dmlM4cCA5Y0ZqXNr+tdODim4uxTU4uH7/RHxyS62nwG2u910X1nIHZDJ29zb2SU/WNERF5m962JhCjFt0WMjS5lrXMbnAg8heSBxcTVRPtC7nC4KTZomQqvoSgCEqpqPInhiLGyc7q/ExJSmAL8ZWL25ELmT71pdu/k1ROzJ39QlJNrRnyu6ybec3NmdfnKkdaao/9ww4qXLs4vX1FWkhpzbE2813/4ltok+/74GBi8pkvCYcnN/prODYEKJCzrOeAiJDxrIBCbW1x03Xf1t8N/P+VTFr2IlAj/MxJa+zriGfoNEqa3HrmnE5HcqVTkmU9FcpmSEA9WDeJh/StSpOL39n6SkbC9Fb+UcuPlUxZdiJxnNySP7NasGaP2ySS5exMbSimX1jq8L/a/x7FKsYXGvt53h2NM45vFU7PW+u9KKQMJA71da13wn3v5QccrxRFPDg4ODj97jANylPlTezJ/anfmT70YWIUUXggiI71JiMdD2X8+oBkrbGBZBuIdigFCWBGwIomIsZ9KJBTNjtW1mO5toJcCtWGY60OHPbC2iLjEdcRpII/Wuhyad10JjMCKpBNs8xFo1ohX63Vk9DnNVKqf11APkNBlCOUr23h/8rN0Hxq+pU/ZojhXJArxglzFmOn/ZMz0MNMSjIqFx9Q+8KdBX76cHxm7x5kHEWH2H8wunXkTQGZBoS+zoLD3HSXHu1Y1d7rk47qeNYgxyOzSmX1PSN5w0wfDTlm4rjXzmn7Ru85AQggXIKPpdR122VAbjqmaXTpz4MTsyUuBlHdqcuu2HjP0w6VNXa8paUt86pVdg1vDuHcaBnFAqJO3OQPJDduAhDENt1/XIeIpDlhbH/J1bQmbR9cGvcperxpoaEppdS8irc1t4DMUzUBZ2ELHxobbUhIDeYhH4CIkd+uk2aUz42b3To5ub3ducVHk8eduyuyTaBXFdj5s8zNb7i3NDmx4b1X3xOo5g06OKdP9I0DMw+Mu9Prh4qr4xP4pTW0JaDxbU6IG2uftRUTyFX7FS5bioBq5cxdX9j6Yx/9fImvGqPOzZoxqyZox6kZkzqfpSM5iJZLfWAI8gZTlT0dCXg1kcGATIiJ2IM9oLeKVuj5rxqiirBmj6rJmjNqcNWPU8l+YcHoUeR6V/f9Re/k+Qyn1pFLqYaXUl8DdSqlhSqkvlFIrlFKfK6X62etdqpR6TSn1nlJqo1Lqbnu5ae9jjVJqtVLqhg77PUcpdS0y8FaglCqwPytVSqXar2+0t11je6hQSmUrpYqUUo8qpdYqpT5QSkXZn12hlFqqlFqplHpVKRX9A07Xg/xm1e35gVIqQyk1197vSqXUkfbyXyulliilCpVSs5VS5p7bdthHJ6XUJ/a6a5RSo35A2xwcHBwc9gMHxvM0f+pQZI6hPGTult8hxn+70ZKGhNSZgMsSwWQYYvxkIgZyGMuysCJVuNxtSLhOKzJq3F6BzluOLz4L/83AuXW4amIIH+mBzwi2Xo4VfhNffDaR8HCU0QDEYhhfIWLg8A7teAi4HsuqxjBOATbRVHUzcemLgcWAnzHTQwB3PTX5wvRgbTDp34+8CmSfW2CWfEMfpDNmelX728yCwhik4EVNlAoObNPuh0G1sTuvyo2MaD5mt82syM8L29tGVeTntWUWFPYDNnXwUqWcmrLu8rdr+gcr8vPuzSwonGv30Zrbui9Yd/fWozvf0n3hGzuDsX/p5muMRUbtk4DLWgKRq3dZSV9kRzX2AVK3tCaGsqPqtaEIA5u1Br9lxkWZkbsQ8RuHGA6xdlsrgMRABG2LqbB9XVrsdeYhnsJM4JI7So7vdXv2/B4upd+1r93YttZgl1cWlkQevf+zaCCyMyrp0E5tdZ9HlPKbWh8CVFTEe3NdmtNSmwLl9n5jAd3oNgyPZVVXx/pqsxr8DyN5KR8Bj+YWFx2weXbmLq68CCgZNyLj87mLKy8HmsaNyHjxQB3fAcqnLIpHPNsPADcinucI4nGehAwAvGFPZJuDFIwJAa2/5DC88imLShHBtCdbs2aMyv6p+2/3yCAe4FTgDK11RCkVD7RqrcNKqTHAJK312UqpS5Gw7faCOOuRwjPpwAyt9fH2fhO11vVKqSeBt7XWr+zpeWp/b5/fk0gxEYWUuv81Im422dsUKqVeAt7UWj+rlErRWtfY+7kLqNRaP/A9w/a6A+9qrf9DgCqlXgS+0FrfZwukWET03Q2cpbUOKaUeAhZrrZ/em+dJKXUT4NNa/8XeR7TW2imB7+Dg4HAQcR2g47QXIahGclfCyI9sIvJD6UZEVBDINMTQafdCUYdru4a05GBtHS5fZ3v7ZfZ2TyJizAv4kgkmImFe7iTCkkMFm/BEr0Z+PI/CdIWAmUiImgEchoTnhJFR6W7AoxhGX+THfSt1Zf2JS7+XMdPFuJqW8Dtg9oPHLHwXCFUUmBoRe/+PzILCVOCoCgkP7Fje/AWkEERXhT4nRrUVtOjoMcChMUbgwaB2jQxpcyWhpj/jjssBBmcWFL4MJEcZwYszCwofQvI7hmYWFCYjYUdHv13T/1/A0ZkFhQuBp6NUYKDPiPz2L1tH31CRnzdrdmlBdjdf49+QH/Fb7HZcXR30uDrFNA1AypnrFHdriqEYgj0njlJERZmRCuCf9rULIMbABqSyWdfWsBlojbiNVK9/GyJuLXsdVzDA2R4vXyHic2Yv365qA/0W8Kv3iqqOPik3/crBjy2NOnHe+h2Id/KhTm11zcBwU+vVLW4zHBOKXJ/ZGHgMWBtSJDV5TZL9kVVAfnzIagCMrAZ/FlJ10I8YxfORaoAHilcQEQ7wcn3S/NNf/XLUa4b2RgEPjBuRMe8AtuV/kqwZoxqR+xSk4AoA5VMWvWR7keZ2WLf4ADfvYNLtBy7/KbystW73uicATyml+iADKu4O632ktW4AUEqtQ8TIWqCnUuoBJET6gx9w3JHAXK11i73P15BCM28CJVrrQnu9r5DvT4CBtmhKRL6v3v8ex7nXDttzA68opX6ltX5hj3VGIyGk2H3RoJS6GPm9WaqUAgkvreKbWQo8YR/n9Q7td3BwcHA4SByYsD0ZBaxDjNnDEY+F3/5TiGjKQMqTW4i3IriBuHiA2OadKobwBkxvLIarChFOJjLydz4SxrYE+CAaqwQZXT4U6E9FUR9kFLorMhdUd6Qi251ITkNnRNi0i5/FSHnvC6nf1gj0B8bR7fA37HbD/KlepjU8wLSGYEV+Xl3FwmNGMi1h94ju/Klnbpz/1/wN8/96IuIZW9Q+L1RmQeHEzILCaGQS2znAUX7LrGrR0afa7VmY4mr+V5zp7wtc423Z9Ces8ARExGQC13tU+AqkSmA+MoeNF/iHaYWOOqr2q1eAPmgdBdzWpr1b6yLRzwCJmQWFA5/ceehdfynNv76gruci4KNdwehfA5d1j4v8y2voZ4GRDUHXEQnuYAT4bENrSmLEwm/3bz9E0LYL3pD9p4Bmhd4V6/KvA9I2tya31IU8dZaFEbYIut26zN7+fEvT89eZhZsMxQRg7tyTZ44FdlaO7tVqX4sVSLn4oH2OZywcmPGriBzzQiDa1GTXx3oL/Io8+74ykcGATvb983dk1PnQopzci4tycpP3emfuY8aNyAiMG5FRbr9uCHp3PG9o70XItb5/7uLKlw5EOxz+k19K+N1PoOwHLv8ptHR4/WegQGs9EDgNvp7oG2QQpp0IUtWzDglP/hipmPjYPmrTfxzLfv0kcI3WehDyu+Dje6K1DiGDYEd/z00U8JTWOs/+66e1nvYt+//E3vd24Eml1G++b9scHBwcHPYP+1c8zZ/aHsu9CzHws5HqdyCjkX7E29OEGMrVSNW3amBeDb7PgKDb5Q16IRq3dyGGcTYy98uK6qCrfH2TdxBSvroRiKGtXhEJH0nQ3xeIIjM3HhFsnyPip4Hdc0jVIca6zz5+on38HUAccZ2Pt7dpQqrH9Wb+1JhPSL8ts6AwiflTT2L+1GwGj9tIt6HlHc581Shz7M4pxmGtFZEXL0TCRtp5Dhn5TkTmRVIxOtzPR6iuh3dXCXB4WTDl77XhmCKXjlycE99tNYbrfuQH9Hbgzw2R6MMQsbAWERQ3A0URw33tZ8mHPTogUjPpHr30U+BxRIgsqMjPe6IiP29NiT9lZVC7JjVFvA98Up896MHtR31yR8nxb07MnnwbYji8muAJP2Vfr/Vp7pY3DIWyLM4OWrjK/dEey8IXiZBuaeJqg97uwQjlQJyFkVAZiA9aFondfbWxCa5gRovl3rqsKSsUwYhpi5j4I8bT/ojRqyIQ/VtgbiBiDMosKDxsmz/hyM/CvQYjFQ5XIAL2UsSLM2vsih0fmOItrAWiDahujc86tbh3bqLdF0X2db3T7qsdSNW0bcBY4MiinNw7/uMe3c9MzJ4cHjcio23ciIyXkPswCmDu4spr5y6uVHMXV2Yf6DY5/M9yKxLG25FWe/n+JAEx/kGe6W/Fzl0ytNavIvPcHbqX1ZqQ0OE9WQScqZSKVkrFINMcLNrLeh2JA3ba3p2Lvqt9e7RVIVNLbN7Lxx8hA3nteVwJ9rJzlFLp9vJkpdTeQinb998dCSN8FBGRe+sLBwcHB4cDyP72PF1j/18IPA2cgsR7z0O8P25k9G8H4vn5FxJCYgEnHcGuugg0NvqSEhHRczhiHN8NvBj2uDZ3iws8j/w4pwGn4o0fhGFsw+OrRkYX4xGBdgy7Rxs99vLOiKgKInkR9cgcShHgA0zTQERWg932o4FefzMG/Xv152cewbLnaoCtxHfqR8W6y5mWkJRZUNgn0zx/QEV+XvFro09cNMQ47Ss6hIFMtNbfmW01vYF4mWYBi5sM3xd+3JQE0pTdD9eYRLaFMaxqvO8jI7CtyAjumcA/7PP4I2KM341cy0XAzeWm1/VHY8iYJyOLjlXaOhSoyiwoHGo34XHAHWsG3jw0bnvlnT0+XAXEZhYUXnlHyfHGxOzJVyFVCRWgktz+95XiMa2oNzTxia62xZbGW9KaYEY0ldsCiV5D0RVojXGFS3SrdVgoTPX6ttSAoViG1uF0d+PDCu31GZEKn2kN+KKhW/GOUMKnwAi3YZ1zTOLmQ94tLPYGKiNvl5036I1dI7uvQ+bomghMQQygI5F5qsqB5UDKwC0bEvM2FgWRoh99EAH9HuJhDNjX+Sj7+h4GbC7KyX2qKCc3a693635m3IiMhnEjMk6z3z6E3P93zV1cOXPu4sqkg9Emh/8d7Kp6VwBbke+ZrcAV+6ra3rdwNzBdKbWC7xcq3gX4WClVCDyLTLy9J48A77UXjGhHa70c8SQtQTzPj2mtV3zH8W631/0MmST5+3CD3b41yODN3uaVuw7IV0qtRsIE+2ut1yGC8AOl1CpkkvdO33KcY4GVdt+dD9z/Pdvn4ODg4LCfOHClyudPzQF6IQLoAkS8LEE8MCVIfPjLiJGbhuTwdEdyVs5C8oVyEKHVAJyzmeitnWk7LApdgwgon73frUiImwcJH9mGCKK+7C7B3YZdTQ7xWKy2Pxtub1NkH68cCTt8mTHTT2P+1ENY/MSJjJgwD/GijQGWMWZ62bAFn159gS55+4bjLt4auDP196tj+9Sv7zm29+0JJ6VsGT30sj27JLOg8MzDdPVxm4g7skF5ZyIjwAFg8DDftg2b21LDNSoqAtTmuHe9VRpOTHRb1ska1bNZebYjo7mdkTDGfEQIptp9GAP8BREORyBhi/8Gzu7kaViR7mmpfH/o2L91aMtNQLAiP+8BgNmlM+MmZk9uml06c7DdH/drTX1j2DOwIeT1aMPs091XvzVs0eIyvi7eUdYQ8iSFteELa9PI8LZY4fKkOLc7su1jT9KiUn/Knw6LK39DKWoHxFQ9EWz13rJyW7+HhvZbteLegi3G3L99nF0zNCvobgq44ot3bVv11xPTB9/6/iVI3sOfkIIT67emRHXPqmlLNCXBvL38dJJ9r/iQ0ujPI2JrK+JF+yS3uOixopxcI7e46CfNx7KvmLu48kak+tn5iAHnRkaq3xk3ImOfl3d2cHBwcHBwcHD4aRyMeZ4U4sU5DMmBiUNG/ExErDyMeFdGIQIHpKTws8BtiGdoNSKsUhFh8CliWB+NhAhmIt4rxe7JXpfY265Ckorbi0MkI0Zr+3xEPe3PFDIKmQ6smUOvL7vSUjtm+f0v8/stNcyfmsvqNzRx6VeR1H0qvoSeeGOGA1WMmf5mZkFhp8usDX/pajUWPLGx85tlfTKvqjj+0Old337V+GNUw1+u0Bv/lGmeP7y/rjU2EX99ULkSgUFIztVWlw792ove0aI8pwOnXu5ZdeE7Vra3OhST4CPsblLekkzd0tuL9d5WFRdBxMuhQNcoHYoeYVWtS65a7Xu100lRiEBdASycHlnWa6p5+GOICD0dSZBuQ3JyEh6wFh9/rt66jDHT13S8bLNLZ6bZ1ys8q3zo8ZOylvZG8sFikfDLfsB1C+t63JHhadrQw1edY0BCbWtctcew1iTFtISf2nnoppqQ7/PfdlnSI9oM//vdhWMeqQ3Hbv3ksj5XA8xdXOmtynx6cnRp7drDf/v661svyruh+3OFg4BmDRPXZSVYA8obVFGX+No+2xtxyXX1IKEw3ZE8suOBHrnFRZM7tr8oJzcht7io4Rvvy4PM3MWVHsQjmwaMHTciY/t3bOLg4ODg4ODg4HCAOfDiqSPzp6YiOSzTkTlYHkREQC9krpY7EG+UgYTrzUZCszqzuwwtSJiHm93epkJEiEUQUVXP7vA9f4fXrUilIw8iomrtY7UXRNiOeMXG8eWc3zHskjpWvX4WnQZexoWvfl1Z75PbR55zRFL9ee4b15yXPeWduNLDnj+WquJfbeh39t87L3n4L59mXvJyODP1gut8R1w4qfa5J19JPPW9V/n8qEvVUcM2qPi4gHIvQ5K2k5EQDjfa6jIoesfCqmBcWWUk4QKwOin0pxoTu1+moK0k4CWU4UFC3OLR+p3OumWYCytUZsT3RTxZuxDRGOirG17coBJAQkpeQjxnSxEvTo593p8CJ972xAPvvHH08Zefe/y2q5Y0Zk19pyb3ASDqzh4f7nylauCk4fHbjogygt3XNKeHRiZubXQZvBvR5GxrSxiX6GpbpTVPJ3mDtyEhm5cV1PVYFrBc0f2jKyevbOmSn+xu6Z8XuzPqxl7XXwUw9dPS51at/ET9/YHp64CNQUOdHDRVIDZk9UXKGUfZ1+1NYJh9bjuRJPQ/ImGf3tziok3f5/b7OTJ3ceV84L5xIzLePthtcXBwcHBwcHBw+P8cXPEEMH/qRPuVRrwXZwPvIrkqNyN5QZmIZ+pjRCj1ZfcEtO1FJ5KQcL44pMJdChK61l69r706XFSHbRsRYZWDiKYvkFLqnyChepcj4W5tiMGejr/xdEz3Ck6+b377KZT8se/ziaqptMjd45OFbYMPnep+/l/0Hzv2rZgjrp+1K/vDeVlfJD6hev/7cdX71M+s9/r8Q/V//Nd6y6Bz1DE121T0tQFt9u5J09aBNOwqI6ayAVfnCnxJ2jDKAqihsWG/v1l5KyKm58k8q+rYQiM9E6lO2GKff+bvrHWJDxj9izpbTTk7VMwSlDFigK6tM7W1fofH46sOx1QBZ4C5CgkT+wQRUNsQr83ODv2wwe6jz4FRFfl5n/Ra+OVxLZbXBfw621PjHtCwdZmZ5e3exdfQZ2Nr2sv+iNlwfMrmwy3NzpaQOeij+t5JKe7W0KikbYuAC/0R9fHShq5PLm/uMuaCzJVHb2xJsRY19Bjcydt8xhZ/SipSXeuxgkkXdLHw3qwILSoYkNpcmeDre8HnZTn2dTARoXdUs9dX1xwTe09mbfXg3OKiR3/EnfezZO7iyk7AcUDGuBEZ93zX+g4ODg4ODg4ODgeOg+15God4ezYg8+OkIkb8+0j+TyGSj+RFhFAYyWnxIp4nDehgBMNjUo0Y11HsFkrtoXvR7J5bymMfIxURWhoRCiEkmbkaK2IQDiQTCW3DcDfgjd6GzDWSSn15ImvefAE4imkND2YWFMZlbt9+T+GmC2/MPGbhJb73tzeOTa9e9Idhm15/Kyv+tInvv3ERvUYZrZgt0cueXsCQs2tx+y64nBFjSlTsR2HUFV3wbztcV8U3KW+3MmI+/JLUntXKd8h5lR9+Mjc9f+TQ1i1zlkdlh/oZrenN2jxjs5GwC/GIZXfoj5D9eo19TjGIB2+qh3BCENcl9udfIh6bzUdZlQOyaX7/OdVzSgzh6hbl7oyIqjUV+Xl/yywozECqA75iX4t+wNpB0TvO8y9uftkanly7uS3VD9Te1PUT/Wl99swvm7r9zdzceFP+4B313eMauzxVedgH3X31p6a4mku/auqSFGVEeoxK3JxuKL5E64Yjbj+r6Q83rC+09x8umHTBYVuT7u/T5Dvuw3MLzE1FObmjgV6re/WdPGjzhtsRUb3sxPuf2hD0eDZV5OdV/4Q78GfJ3MWVWeNGZJTPXVw5FZjp5D85ODg4ODg4OPw8ODjiSUqY/w4J5zoB8X48jXg91iCeEBPxrmgkzC5of+4F2rbhNrsSagA+C0Y41mPiRTxPqfZR2vOdPPY+2kP2YhEP0zB7f2H786+Qim4BwE/IvwPT7cUwQ3ab7mXXxl+R1K303IVdcl72/ulupILfv7P9/84uHfNp1RHzc3x1xFmPu+6+9ai7Ft/A/KlmUcD8PPeUu4b/7qO5d0+oeKfHIamJWzDdy0uJGdeFlnsb8Ny8jOSxVxsjXrEwy0yszUGtHuysWoueCBRUXeMe6VlnpvZEBOBGJJQww+6TB/r4qqZv9Ke/j+QvNSGeuTpssRll+GmzfNVI+fetdr+uAQ4fEylPWa2SurQp17JDdW36x0anLkjZ952I9+MRxBu1zX6/upO74dhEV9unrdpzps+IfLRw+PFTMwsK706prx1+eNHqu98/4pgzvoi8c80fzLy/xaTU936zZsC4O3t8OALofEfJ8ef29VWFsj8r7vxp/8P9vVMbPthQ2+VQv9d6Ginbfiww88wF751w3ctPLUJE21BgXf6s5z0Fky7IA5LW3Hl8eOAdH/YA3s8tLmoP3fyvZ+7iyqMRQX8sUqikFAlRjUau39NITl7FuBEZLXvfi4ODg4ODg4ODw/7i5xC2NwU4FxFMLsRbVI+E3XnY7UVqF0EKsCIQMeWz9pLUkQCYbggZsp9tWtOoI0Z3w2UZ9nopQJFl0UlDnGnQvjyCCI4k+3gVwGRgBpAcgHu90I0VLz59fL/pTSNiOOvPy34fGjLk8aaV667pRjjoWRt9WNSiCm/e6+ERcUPMjZ3bdGzu1B7F8cmxrj9703pO0Fo/VaAyF3iJdB9BzScm+hL7vKpLiK35qxrUeJde4T/COCXfRbjzBuuNx4cZJ/esxXeI1pg+FUmvUVF32m28HDGyY39lbSgpIrFxpZF+SHufefEHoo1QbZ0VF+sj8K4f72j7WOuQ3KYAcEhnq9lXrbzJQeW+/ey01Ze8umvQNqRy30V2P8zr5ql7uSyYFEBK5K52q9DgiDZDFkYTUqDhQuCVvqWbLgy73CtSc9UJXiJVbf6oU9aHk/2nGskrPzQqKrt5a09Z2dwtb1Ti5vDH9b0qkTwsH/AUUmEugojZSX95aObmy15+ri2zoDAnrbb61y/d9rtXkCIhV+YWF82aXTrzkKNPeqI7sDW3uOi7yhD/VzF3ceVvgKuR67UTGIBUDcxHQkp7AteNG5FRcdAa6eDg4ODg4ODwP8rBE0/zp56JhJCdiAiBzog3yo0IKOz/BjLqnoZ4TQL2Osr+sxBRZbSB8oDfFEM8ZIXM2GBjvNuXUtfudYoGdFOIP3gNpnjMr/OjNiHzBCUDpVhWBsG2nVt8GfO9JYsOv7z7NW+/W36fIjbdZN08H9PqpwBkFhTGVyw85s8k9xzwvjoy5aHEo0rHb3r2xOWRvjWX+95+7AX/mN6/H9JcSSTURMln2eScYB4Rf+lLb+kFZanr5p52dtZ1xbfG1x41wTjq2ZXWm71aMU7vbZz1gKXMkizdcnYD7kuzdZMvmnBMnAq/Nl91SUMM6AQkD6wBaDOtcErEcDUjnqeBWJbGMBoQcaKQEL8wUhxjtd0PC66w1t/ymOq7RSuVCXyCZY2d+Npz/5x9zsV/HbP5y1dCG/3ZG04f0vPEwM61z9En2dPq9/Qp27JyfU7uFgPqum7ekpgUbO5fltcrtD2YWIhMbGsCL4H+I+CLMQIZLZYvC/jcDd1DMtFjvt2uDOBVsC4AoxzxrHWtyM8bbPfvUcDygkkXHA4EcouLlvzEu+5ni53r1IJ4+p5HCoi4gIFIYRMTEfWbkZzAN8eNyKg6OK11cNiNUuo2ZBAlgnwfT9Raf6dHWCn1J+ATrfV8pdT1wCNa6z0n8e24/jSgWWv99x/ZzkuBw7XW1+xl+UzEq+9Gpqn4zbe15Xse72PgZq31MqVUqX3sX1yYsYODg8P/GgdTPEUhP7gjEC/E6cgPbyoilACsMrxGJwJ1bhE2GhFP7aIphIirOKAJy4oF3QwqFlAYRhDJc1qBlDT3IUUi2vOgGhEhEkLE1S7gQ7Q+k3Bwfkt5Yc+W7iOHpFd8dReRcL8NraH+veKiC8zOg55jzHSZTHFawoUo8yyU8SBxaVfTUtc6o9cVO4ekpnYua/VbPSP11lojufD6wrseIaHLXz8ac2FL10qj13XG8GtG6Kr7H1X93j2mdnGnRJd53O9jd3003Dy1DYiqyM+754wFH/Y439py1Y3m8C2/srYceaNee80w87SVSOjhGsSQzkFykSwkVK8taVdlbF7JprZPDxmqQ27PUiKh3hguN0ptAd4dtnrF0CWDDklL1IGGeuWtQoyFRCyrjxmJjIm43U2xqq25WfsioOMRL1M8UgFxfmfdnNOMK7lR+YZDGDdan2TtrPxMpXlqVdTnyFxeiUCzi3BrGFc3RLi12u3129fXA9SAlQZGDSKmM5HCIEZFft5NP+EO+69i7uLKsUjFyXLEC9oTEU7zEbEZQe7VGuT+fQ64fdyIDP9ed+jgsBfmLZhwITL1QzdEoN86dvQTP3qSXKXUEcik3cdqrQNKqVTAo7Xe8QP3U8p3iIv9LJ6+Xq6U+jfwodZ6zo85Tof9fowjnhwcHBx+cRgH7chjprcxZvrjiHGYhBQq6IwUfNiOhJhVdyPgd4tYaBdL7Z4pk91hfNuBaNBhDDMKqMKKVCBzQ9XV4D4OGdXfgYzmtxuh7ZX3XIiwKsayLqhrrI2ubKo/MqbH8Ib0+k3ZbPvqWBp2NCdbLQXmb96+nTHTi5k/tRvzp45hWsO/uaP2nH9m/km/6jlj2JZggu+8bR+ccFzJK4edUP2KJyXGM+jY2iWbThj29FM7ex5/ZmlT6s6jzbEvPmd9cuUsI3fuobo6Z2vygKRXE4bfNtw89fmtkZddFfl592QWFMafYm37hxtrBHC2B6v6IZUTgxWKx4r4T7C29UvUbSeOtrYHEY9NBJlolbq0jB1LBuWZLi/R6EgXIs2dQLdXH2xd1SfnOODQeuXNQqobDgDiMYy0iNs9CagcULh2KSgGxVS8eVi44n2fDsUhBSgu3KFiD21Uvj5ALbiqQ7iNhSqjLoZIEpKn47X7OzqMq6fdv8VIaCaIaGpG7j8PGK1gxXXz1HRBhO4CZO6m/0dRTu6lRTm5ST/ibjuozF1cudfnbO7iSmPu4sob5y6udCPe1S8RIfseIiBbkPuzGliOFFcJ28vXAAX7vfEOvxhs4fQo8hwq+/+j9vIfSyegWmsdANBaV2utdyilhiqlXgNQSp2hlGpTSnmUUj4lgzgopZ5USp2jlLoW+e4vUEoV2J+dpJRarpRaqZTq+F3QXyn1sVJqi70d9vq/VkotUUoVKqVmK6VMe/l4pdQGpdQSpNjMt6KUciHfk3V7+SxWKTVHKbVaKbVKKXW2vfwEpdQXdntfVkrFfsv+Y5RS79jntUYpdf53tcnBwcHB4efFwRNPu4lGRtzrkTC0YmTC2gBiKC5BfsjakJAzw/6rRESVx96PgWG6AReGkYHL7QMuBtJacbfnOyXSWrcNEVEZ9nZu4B3E4O+LYSyLj09+JToqZg7+xlaSu+czfPzf6TJkeWpN8V0d2r2d3fNMce2VVy08e9esoT2NimU9XY1fUF9WUzjoyD+mNa7cPqDi82cuL395yI3eo2983N8/NtHyXz9GHT/pbKv0d2n4U87VpYfbuxl5qHHaQoCKyIuXn0b5ax+rTrcAF92hCxfMo8uJ7rZt6waEtgY+MLrW1quo+IVGRlZXqzkT8b7NsPum1opxke2tK0OZXXDF7UIZ9UDfX7/72l1+n/czuw/KgU0ZlZ5fH7Usqd0Tdx8QvWTgIWOBe1e3dO5d0uie5FfuWkSktSHiNQUwu+umxKG6yp/ha0xK9LR6gGvYPVfWp2C5ENE7BhECNYjQi2F3xcQHQQe3BRP99r7dSAGPPXkqt7joP4ya/wKumLu40tf+Zu7iyvS5iyuPRErGFyI5fzFI2OW/xo3IeB65PquQyaQTkL6/B/gwFIkkRFc2D3W3hhYf2NNw+C/nr8j3bUei7eU/lg+ArrZAeUgpdYy9fAWQZ78ehYj9ocBwOnxvAmit/4nc7/la63ylVBoi8s7WWg9Bno92cpBQ72HAHUopt1IqF3mWjtJa5yHfLxcppToh8wMehUyM3v9bzuN8pVQh8r2eDLy1l3VuBxq01oO01oOBBban7Q/AGK31oUjO6I3fcpyTgB1a6yFa64HIQImDg4ODw38RroPdAMZMn8P8qQaSy3M1ErL3R8Q4X4YY0p8j+TSDEOPdZX+ukDyQWHt5ezjfNj/080mYmK8rrdWIyGpAmdlI2FgNYFXjMaIJp0ZjrUfCWOaZSj0TZ5pXsuTpG5nWsPPrtnb8CR8zPYIYu7uZ1lAFzGRawqEe0OOG3b9pVenx9wbyjn+xLNL3njWezosuCm+4Otqg7wLSYlaSMLTESKj8gvT+wDOmti44RleEAboY5xZElBGpyM9b9a/5U6+drgaeNID6zIKYnoG1YmjEgNUSwei+zYj90D7/kYTbEnFFDThEl1VXbmutd0XHpoWjY9yxTQ2+gNvr+fD04xbQ1tId5UvAdAN0q8wIFse3rjtpyLrW6pX9BycDj2jTHIsYHRm1ySku5Ef+UrvvXCoYsOJbmou3JqUcupW4aAI6BKoREUPtRT/8sSoQadZRBiKcfOwu8lGKhKZZQCOY72q5XstOTF7/2w2taeWIQP6a3OIiPbt05k0Tsyf/LOc/mru4MgcpyDGS3RXy0hFP2lVzF1d+hniWrkaMtLeR+a1CIVe1y4zEHW1o771zF1cuygoVvxVW7uEVrl7XApcBJ+xq9ldEm2rnl+t2vnNqj4x5Ia/527mLK3uNG5Gx+SCcrsN/H91+4PLvRGvdrJQ6DBFI+cCLSqkpWusnlVKbbWEzDAntOxqJGFj0HbsdgeRCldjHqO3w2Tu2lyuglKpCBsGOQwYZliqlQCIKqhCh9rHWeheAUupFZI7AvfGi1voaJTv4F7sLBnVkDPCrDudep5Q6FRFln9nH9iDVXL+J1cA9Sqm/AW9rrb+rLxwcHBwcfmb8HDxPMGa6BfwaCd8bjZQAvw4J5ctAcpF2AVchgiWEeKlAfvjDiBh6DDHau/vEyN+ElNneDizTmlVExb+FjPavBZZHEbk+GmsMkqdTAjzLmOkNjL1vJiOvavvB5zItoQdSfCLEtISMweuWxPUe++Tzv13xzz/n1S5Pqasq2fJXc8jli83OVwaUuXaEriypVb7JQKQP9ReNpOruzILCUyLK6IV4GwAeWEzalyHMbT4degUJ3/oSjHgwNiL5XJlAi4q0VAJ/+aotK1CtPZ3d6LBq3vxEwOO1Qm4XMUagCsNbjDLKwGrLiarYATTUxCd22pTbL9OlgwHgd53d9Umxyn8xuwXPBUifBoB4bbqMhoTE4YgxVAZKIyO2ISQ/agtwUrOOap8/q85eN4IIp0xE8G0ABiebzTmgTwZufL+2X/0XR4xenllQODSzoPD/3aPfJZxml868ZHbpzNRvW2d/MHdxpRcxrM5AjMVTgB5IZcSXkPv5FWRgYCJSjvw3Ect66M01ZUcZ4aipWlsJyADBp+XunA8qXL02Ar+3DzHitVVl78V43aPPS00ItSZHLcc0nkD60sHh+1D2A5d/L7TWEa31x1rrOxDP89n2R58gUxCEkPDskfbfTxEMgQ6vI8h3iwKe0lrn2X/9tNbTfszOtSQBv4UIve+DQvKj2o/dX2t92bfsfwNwKCKi7lJK/fHHtNPBwcHB4eBx8D1P7YyZ3oJUGXsegPlTn0O8GPORuPpP7P+FQJI/gre81bO9JS5qyBAaQsgP9DBkxDFi/2+fNHdjZUmP+q2rD1067PRXVwNjkTLQm2LG3PUJ86fexJjp9yAeAezjG8A44IcmDXuAHKY1vMi0hJOxDYWBrY9bLGN76YyrJz5VUHh4RX7eu8BLExa81cPe7g/FKvmLC0dfWd0xASGzoDAJ8/xs4O/ABQOs2qvWkrgJZVQAg5F5mYqxq+9pb2oSVvi2kGmEPb4ur8fGW4PDTd5AyOsriTYCKVsC6Udg8G+kGMGQ4rbMeackr417hwEuoDLRbEloihgJO0KJ7cU5UhGhWoQI2ZXAmZimiQjWzYhoiiBiKB4JgYxD8tbcdjvbQy972OubcabfbSrtrg9HHdpieQOgvgJO9xqhwfbpRwFDMwsKUxABvBGYVJGf9/8EVGZB4VlAYUV+3paJ2ZOfAphdOvNi4NmJ2ZP3eUWUzIJCY7gZdcMbR/e7B772OJUiI+bvAV2RUeoxwIpdkVBMc73f1SMlro7dpfFzgC9Mw9h4+sBuFnINY5F7rhoR8xcioXou4JiJR/btDbxV3T1pLXDGuBEZs/f1uTn8orkVCYfrGLrXai//USil+gGW1rp9oCcPmU8O5LvvaeBprfUupVQK8h2yZi+7akK+M6qBxcBDSqkeWusSpVTyHt6nPfkIeEMpda/WukoplWzv60vgfvu4jUjswMrvcVojke+1PfkQ+Y243j73JLut/1JK9dZab1JKxQBdbJH0HyilOgO1WutnlVL1yOCKg4ODg8N/EQd/nqcfyvyp3YGzgJKmkFHQ5nY/n04gGjHOXcDriAG6BTH4M5GckXLgcURglSBeKc2Y6fu+A6YlXGkfv5ppDYXfcT7nAB8xZvpec3kyCwpjgcyK/LxNmQWFpyEhIl8hoSr3I6KyAjEWNgJjsMJNYBgYxiOKyCSNoUGtiCLQ3Ib3CES8NNuH+CfgcetInwHUxxSqpNQMd3NGwDLj6yMxXyFhlPGIcC1BRMIxSH/HIobLyYhorEMEj4kIqPuRkWiL3WF7Cil4EJvoatMGemdtOLrVpSML/2p99XFVt0DL6tbUyXGu0NRXdg1+GPHaJCF5aSmI4VWLTAbcVJGftyWzoPA84J2K/LyvJ46dXTozbWL25F3f2vc/kLmLK7shBthD2yLBp7uanteQUKU4u33rgbuRsJ3hiEjaCKypbw3ckRjtdSHGYQMiKrORQhBdEYN2K2LwtSFG7tP2PsqAyLgRGZfZxSVG2X26edyIjG378hwdftnsh2p7hwEPINU1w8j36pVa62qlVBQSCXCa1voDpdQjQKbW+nR72yeR0LVXlFK/Q74rdth5Tyfb7TSAKq318XtW21NKrQFO1VqX2oUXptrrh4CrtdaLlVLj7eX1yMBb8DtKlRvIb8WlWuuqPdaLRUL6DkOeyzu11q8ppUYDf0O+8wD+oLV+c2/V9uxtZ7K7ANIkrfWyH97zDg4ODg4Hi/8+8QTtXqEBjJm+mvlT28uOh4AcxkxfZa+TjhilK+ywwPZtTcDaL6KpnWkJjwDTEPEUzJ7yziBE4AwtnXHKvJ+6+8yCwiQkhHEV8oN9SKa/6pgqb+o7XWm6eqtKWInkRZ2ACMhjgLLJkdVvPGf0OGyHis1FEr2PQBK76xN1oHUo1cd9qLqUIOIqD0mE7oSEm90LPIQYD8WIgR9lv45DxBxAVQz0DsPygIidLLTlRhkt9n7OstvchoRO5gHz4nWw9lhrx+iaWGPxZ23dfINjdg5d1dLpffu4dyDCLRcRJ/WICAlW5Oc1ZRYUuoHoivy89lDOfcbcxZXHAp+NG5ERmru4MhlJel8JfIokkOch1+FY+7zSEE9bDWJQLgRut4j8O6KaM9w6oRopDpGGCKgtdv+1e+7+bp/brYhInorM63QKUpLeh4in+Yig2tsovoODg4ODg4ODw37gv1M8/dyZlvA7JPTjLqB/tv/fdYhB/VjpjFPq98UhMgsKxyBhYuvcVmj9s6tvOeH8wff076frY+JUuNcylRYA/gQcAtzi1uGWTq6mRWWRJMNeNgvJ0SkBvjgheb0nrtq75VXV7UaUsQCYhHhCWhBj30BGS6MRb1ciMopainhQliBi7ElEGIxDPFPPJlstI2qNmCTE83cbOtKKMkuBtV299YcludoqV7V0akVGrhOQUMEIEsIZBq6JNQOPN0e8xwLvJjY2JN4258G4ydfdNr8iP++9zILCbkCPivy8hfuib9uZu7iyPxKm40IKO8xHBE86UsziNLtPmoGlSL6TaS8rRTx2/RGBlGQRiTcwGxEPXQYScnl4XSCQmNFmGcHEqAWIR+0hpCz8k0juRW/7GCWIF+4txIN60rgRGTfsy3N2cHBwcHBwcHD4ZhzxtC+ZP1Wq/n36kIXkSi0DHmdaww8vPPE9yCwovKlj/k9mQeHNiEeqHvEoPYsU2rivG40qO7q29pPW7IGI5+QIxDuyDSiKMfxnjAuXvfsq2cO6qNbOm1TiYuAZH4HkIOYkC1cmEm7WC8kXqwFSDrGqmipVdMT2ZgUQT0sbMBu4CRFSbYjYSAaie1r1fbeo+EaUUYjkBXkRoXkqIihakAIipYi3yT00blu/pU1dQ0g4WxuQBSytyM97sMP5X1aRn/f4T+3XuYsrYxDP3FVIztH7iND8Csl3+COSN9fdPudHEeGUxO4QyiRECG6x+6DVXtaCeJa8SEjfYZZlmYZSVSjltZcXIYI1HRGgfwH+jfT5QOARJJ/suXEjMhb81PN1cHBwcHBwcHD4fvw8qu39cjgC8Ryc2Ga5F602ckbQaeAfmJbQm2kJXfe2QfaUd67OnvKOb2+ffRd7Fk6oyM/7O/AwYmgvAq5Fwsz+FPbo2pJI4qGHWNVNSK6DK8FoTesfXfE5cEaL5VvzrNH3kLAyfRrVisxH0ifXaLgxlqCFGPJNSBGPLKB7nBXIsjBWVBKVhFTNexSpJBVC6zkXRTamINXjRrK7cMTKLUZiJcrIQjxgy5A8piOAp4DjrvQkjkbKmJ8E5MaZ/q4bWlOxj30OErb2DLA6s6Dw+PbzP8UVOzKzoPCWH9OXe3AVkgi+BbgCKdEeh4Q/PoLkRvRBnp96u53dEYHYC3gQ8T6F7f87Ee9VCAl1jLP3Hw8owzBcKBWN5ExZiOCNRzxvln3cK4DzkNC9D5Fru2zu4sqOBfQdHBwcHBwcHBz2I47naX8wLSHN0izYYSV12Uon4yPrsE1/dD+zEvFmdEHCruKY1rD8QDQns6AwHTHYG07Q5Q9+SsaiVuUeANYQUGFQbYiXJBYRBCcjIWMJfXVDZgkxkZByJfhQphvV2IRVCXiHx5V2WduU4WrVnh2WMv8F9Ovl25W22Z+2CPEkTUBC8E5DvC1VSBhaE5BuQs8IrOkTtatbuT9h1slmSkxBpGVUnbb+gHie0oB+8aa/h6G0UR+OKsrG7O0zzKJiK3gCUFuRnxfJLChMBEbOiupUNKltZ01Ffl79nn0wd3GlB/CNG5HR+G19NXdx5X2IqGu1++JQxDunkVDFjYioudx+70NCDE17vUFIeF0aIjIb2V1Mo108JSJzl3UFOiNirBsivq5FcqkG2et/ae/nRXsfZyEFKRYgie3l33VODg4ODg4ODg4O+wZHPO0vpiWkIwUTfgPMRYpHbLE/iwY8TGuoPxhNyywozEI8OEnJZtPk2kh0NZhtSKhYjd3uGKA50dVaUx+OTgesGJTKdocaQ666jA1taTGIdysXMeRjgYwoFXyzTXvGIqIgglTGW5ZkttTWRWJ6IQLqNKA6ymKgK8KOJjc7gXoPDApKta6hSBGGGHs/UYgnpj6zqrJ2V3rGrIgInGykoMQFwI0V+XnlmQWFE2ZFdaoFPhg3IqO1/ZznLq7MRsTKEuDycSMy/mUvN4BO40ZkbLffjwFORMLwahARswap2rgeyfe6CgnBK0I8couB05G8JG1v1y6SAJTfskwUfp8yYpHKg37781q77wL2tpuQiTw1Isiikfy0kfb715Ayyg1231cBVeNGZLzz3VfewcHBwcHBwcHhp+CIp/9RMgsKj0AM/FjgEmC5h9AZXiPcT2s+a9ZRhwNNiWZrcn0k2ofkH/VQ6HqvEcRveYsQb1YIEQJHIUJgIhI2+A9EJCUCg3v4dj1Q4k8biXhi0oEFytKxWhPCVOPtfa1ByviOQKrZnYJU5OuGlDjPRXKChgLjolFv/c6bfKMP4+5Mw+UfNyKjAWDu4sqMcSMyKvc857mLK88EVo0bkbGlw7I44EhE0HyGhDS2IflZJaFIJNc0jCZDqTASfudBvGg9kPLkExCPUYq10m0aQ0KNiBfPQjxDXYFgnRWOxCrDdCvDw25RGUaqGSok/C/K7ssouw2xdn81INUT24CP7c/XjxuR8cLcxZXTEE/hCKTU88PjRmSEvvHCOzg4ODg4ODg4/GicnKf/USry875A8pRCiGB42jC4M9XdvCHRbEk0w6Go/tGVLfWR6FqgtvOO8s5uf1uJRkcHLDMFrJGIqBnC7smJPUiVvTZkgtdEJGzv/RJ/Wm/78yCw5hx3fBe3YXyOqcqQMLVWpNhCGAmJW1eRnzca8RTdgXhfzkFyfhKA97fkD9l+w5Fdb8o0XKlA6tzFlUcAfINwUvZ2X5czzywo7FuV+XRiVebTpYgAOgERLwaSo9TDNIxmQ+Z3iUM8YeuRfKcYxENVaZ+vpfqG/EhonWn/JSNhfnVJhivgVoaX3fNrxSLCyW2/T7WPudE+foy9jxikyl8XxAt1FiK+utvbtSEFQC5CKv6dsue5OzjsT5RSmUqpF5RSm5VSXyml5iml+iqlspVSbUqpFUqpIqXUEntOpfbtEpRSbymlViql1tpzMv1Xo5S6TSlVaP9FOry+9mC3zcHBwcFh3+B4nv7HySwo9CEG/DSkrHarm1BUCFdtpqe5Z0Uwbi5wTQa1oV3EmRZuH4R3gdG/d1RtuMyf+GVQu/qyexLcAvt1KuLRecyA44caPveXlr8RMfwfUzByZ37eZZkFhdHA2Ir8vFc6tCkeSKvIz9vcYVkmUFWRn7d7zq49mLu48ohxIzK++IbPzkC8TiX2/o4Cku/s8eHngDe94jeDkBDARHsTl90vXiSkLlQRCbakGu5iA0YbSkWQ3KNR2B6piNHmDXq2W1H+3juRcMP2EMgoe3+1iCCKQsRiIiJe3YinqsXuQ8s+poR3ivepyt7Hv5F8qvmIZ689H2s9cDZSFXAU8Pm4ERn7pcqjw38vmQWF/zFJbkV+3k+ZJFch+XtPaa0ftpcNQcJstyGT4A60l/dEwk7v11rPUUrdCiRorW9RSqUh93Cm1jr4489w/6GUcmmtwz9g/Watdez+bJODg4ODw4HH8Tz9j1ORn+evyM9rQsLsxlXk5529LX/o2Ir8Q35dEYwbi8xHVNdATIIHqx5YB65+YOysDMQ2BbWZi4T0/Qkx/ssQL8lFSGW6plhUWSflmgXMv9qTtAl4dmd+3mX28VsRwdWxTY0dhZO9rOLbhFNmQeHxk9p2fvlNn48bkfEG4rVpJ1yRn/fWxOzJNROzJ+9APEivISKlFfEa+RDx4gMaMk1Pelhb+WFthYAXgMMR8ZMGtJlWVMjn71mHeKl2IjlZChFHTYhBGY+IpwR7Wx/ibQMRU257uQsRRe8gHsKu9rJj7H3/Cglf1Pb+ioCocSMygkjBip+lAepw8LCF06OI11LZ/x+1l/9Y8oFQu3AC0Fqv1Fov2nNFrfUW4EakKArIvRtnC7BYdoeyfo3tvSpWSj2plNqglHpOKTVGKfWZUmqjUmqYvV6MUuoJ27u1Qil1hr38UqXU60qpD5VSpUqpa5RSN9rrLFZKJdvr5dnvVyml5iqlkuzlHyul7lNKLQNuU0qVKKXc9mfxHd87ODg4OPxv4IgnBwAq8vO2V+Tn+fdYVl+Rn3cz8JIf79l+vD7EkF8IRJosXy2oFYhhPxAx+k1kvqbhiGDo3Yg+/eGjez8AvPOvYN3Wivy80B7HqdkHp7D928QVwLgRGV+Xdq/Iz9tTaA1HziMRyWnahpQM9yOen05AwGeYIY9hbkZyjIKIEWohXqYKhZFqr9sbEWFxyHOWgAgjP+J9A/FqKUSgGeyu2hdBDEuNGKc59nZVSGW+LxERdRsi4JYDf0fmo8Juf/a39YXD/yR/RbyZHYm2l/9YBiLzn31fliP3M0hJ/1wkn281cJ3Wem/PcG9kvrUc++9CpIDKzcCt9jq3AQu01sOQZ2amUiqmQxvPQgYb/gK0aq0PQTzHv7HXeRq4RWs92G7LHR2O79FaH661vhPJOWwPjf0V8JrW2skxdHBwcPgfwhFPDt9JRX7eX5EwtCWI5+RcYDxwH5KfdIz9+l5kbqTzkZHk5xEDpf0++5KfZqh9WxvX/cRdPId4n5YgFfYMducnvYMUsCiy3+eELaunZVlJiADy2Nt0R7xvmxEvkcdeX9l/GjFWDfuvvahEGyKYFCJAGxER1b7vKPuzTUhe1m1IhcNr7e3TEQNz+dzFlVMRAzN67uJK10/sE4dfFt1+4PL9gerw+kSgEPluyQMeVErF72WbEq31altYrQU+0hJvvprdgwQnAFOUUoWIwPGx+7wKtNZNWutdSM7jW/by1UC2UioBSNRaL7SXP4VMqdDOix1eP4Z892H/n/O9ztrBwcHB4ReDY1w5fC8q8vNesOdTer4iP68BCbX7OtzOziFaC/wT8YAUIob9oxX5eRF7HxbiQfnZMW5ERjPw+7mLK68HioHfIqF7bmQkez1SQtwHtBkyqt1eZrwR8TBZSEnzWOQ82/OlIvZ+3MgoewIipOIRL5Vhvwcx7lrYXWHwUUSc9rbXa0SMzWp7//MR0RYAVtjHPRap3jcSKbTh4AASUtv9G5b/WNYihVy+L4ewexBiPDDDFkKblFIliPBfssc2gQ6vrQ7vLXb/hingbK31+o4bKqWGf8/tv42W9hda68/sUMJjAVNrveZ7bO/g4ODg8AvCEU8O35uK/LyHv+XjFmBVRX7e/7F33mF2VVUfftct01vqpFcSQgqEEgg9A0hXCDCCQRRQQKSIgsoHiDQVC4qIhIiFGoUIoUpnQgm9JSEhIaSH9D59blnfH2tf5zokYdIIIet9nnnm3n3O2Xufc+85d//2KnvPz6s/W4Pxry89FBMaRwJ/xNbkOh6LaaoDvoOt6TQEEzuNwJqQMOJdLPtfRhiBiZ9CTAwlw/4SXleH/XLCXyqUZ7L0TcVcgkqyjjkXy0JYj4m3jsBTmLiaiVmqlgCPAkcDpSOHl/9mK14i58vDFZgYz3bdq6PZ9W1zeAH4pYicq6p/ARCR3bEJggXZO4pIL8y99E+haD5wOPCyiJRj99JsNo+ngYtE5CJVVRHZU1Xfa82BqrpWRFaLyMEhVusMzDV5Q9yNJW65fjP76jiO4+zAuHhytgpLKoa+v737sJmUYeskLaHZErQEczcsw9avKmiKruiWk2qfESqF2KDzK1jcUxQTS3FMEK0D5mHZCzMxTw3Y/VYX9l8X2i/EBpqFmDBaEdrNzIpnLFRLsFn5Jiw1fC0WZzUCc0NaCjwL3Df+9aWrQ5vTRw4vn7KVrpOzg7OkYujYTlXvw1bMtheEykjgZhH5KfY9nwtcEnbpKyLvYRbbauAWVb0zbLseuFNEpmCTBT9V1RWb2ZXrMdfhySISwZKmHL8Jx38buF1ECjABt7G06fcBN2BuyY7jOM5Ohqcqd3Zqxr++dC9sILkvtt7U88D/YRajIcCZ2Ez9bMwtbp/wV46JmyTNoghMLGWSPdSFbY2Yi91qLBOhAgtJp7ohug6JFWMujt3CMR9h7k314fg0toAwoRxgHJYOvhp4AOg2cnj5TeNfXzoQE1VHAJ2yk2Q4jrPliMgpwAmqesb27ovjOI7z+ePiydmpGf/60nxMzOwe/k7DElv8EZuN7oGJpwYsG99emKUoBjyJZd0rxwQOmAtgESaWkqHuaHi9DsjRBvIlj7pIqjEvJolkU6SoDrNalWGWq1SoP4WJqTyaLVy5ir4lyN2hT70xy9RSLN6sD1C8ofWuHMfZfETkT5il+lhV/Wh798dxHMf5/HHx5DgtGP/60u8BC0cOL388qywXs/DUYgIqjgmrZZi1KQ+zFGXWaVLMFS+ziOig8J70tFhOZGASTBAlaF40N5fmzIQRzFJVHOoVLEXzpfX5H38cSRUMyG3q8gK2NtUQYNLI4eUevO44juM4jrMNcfHkOBtg/OtLL8XSr8cwi1Qpli3v/0JZASaAemJrQpVggqc2vO6JiahMxr1cTCTl0JyJb22oaw6WUU+xuKcmzBLVEbMqvYW5FH4DuHvk8PK/bsNTdxzHcRzHcdaDiyfH2QjjX1+6KxaLNBXLDPYw5h5XRfNaTsMxy9IATER1xbLf5WEZ8KbRvOZMIxartCL8X0lz5r1/AcdilqYlwL1YBrJDgOtHDi9/evzrS08dObw8e90Zx3Ecx3Ec53PCF8l1nI0wcnj5jJHDy5+PaLIXlrShPxbrNBdz4xuOxTsdCnyCCaWZWArnbsBt2GK7MSyWahWW4vy98HoiFrv0F0yglWBi6o6Rw8vvGjm8/Apg/Mjh5U+HLr2ybc/YcRzHcRzH2RAunhzns3ju//qeUHtr+5HDyydhaz7tjommwSOHl5+NCaYUJphGAU9gsVC3Y5alemzdmB7AMGzx2rmYiFqLrXvzNWxh4dOxlMuVmeazM+aNHF7+yTY7T8dxHMdxHGejuNue42wB419fuh8QHzm8/JXxry89dOTw8hdD+bGYYLoRW1enPfDxyOHl9eNfXzoSE0p7AFNHDi+fuX167zhbjogo8HtVvTS8vwwoUtVrROQaoEZVfyciediaZBNV9Zrt1mHHcRzH2QJcPDnOZjD+9aW7AV1HDi9/rhX7FgADRg4vf3fb98xxNsz415eOosUiuSOHl2/2IrkAItIALAaGqeqK9YknLE5wPDBFVS/fkvYcx3EcZ3vibnuOswn0uvyJS8PL6cCE1hwzcnh5nQsnZ3sThNMdWBZICf/vCOVbQhKL2fvhBrbHgPuBmS6cHMdxnB0dtzw5juPsBIx/felcTDC1ZN7I4eW9NrdeEakBugCTMVfUc/hfy9PFwLOqeurmtuE4juM4XxTc8uQ4jrNz0GMTy1uNqq4D7saEUkteAQ4Qkf5b2o7jOI7jbG9cPDmO4+wczN/E8k3lZuA7QGGL8peAS4AnRaTzVmrLcRzHcbYLLp4cx3F2Dq4A6lqU1YXyLUZVV2Frn31nPdseBH4HPCUiZVujPcdxHMfZHrh4chzH2QkIWfXOAeYBGv6fs6XZ9lpwE5aW/1Oo6mgs496jIW254ziO4+xweMIIx3GcFrz6yLRLgdIDThh49fbui+M4juM4Xxzc8uQ4jvNpqoArXn1kWvH27ojjOI7jOF8cXDw5juN8mqXAs0C77d0Rx3Ecx3G+OLh4chzHacEBJwz8BPgrcO/27ovjOI7jOF8cPObJ2SzGVaR6AUXALCBdWRVt3L49cpxtw6uPTDvzgBMG3rm9++E4juM4zvbHxZOzWYyrSPUB/gh8BYgBv6usil4+4B/nF51amDPy2rYF93LEr7TX5U+UAiVAH2Dy3BuPW70du+04reLVR6a1Bb6NfW9fxlJ6TzvghIGzt2vHHMdxHMfZrsS2dwecHZPKquhs4KvjKlLfBGYC74dNDccUxMG+WwmgACgDZgM1n3tHHaeVvPrItKsxkfQK8CjwJrC/pjhYouRj6yG5eHIcx3GcnRi3PDmO4wCvPjLtdaAXUAzkYGshRWo/KE3m91+XiuTo5cD3gSRwM3D3AScMTGyn7n5hEJFO2PUYBqzBkm1cAjQBHwLTgTygGrhNVe8Mx5ViMWU9CNZrVf3HVujP94A6Vb17S+tyHMdxnJa4eHIcZ6fm1UemCbZ47AmhaDg22J8CTAKOB1ZhA/x+mKgSzK2v/oATBj70efd5s3nu/0YBv8QEy3zgCo741WYvkisiArwK3KWqt4eyPTBX3QXA46o6OJT3AR4C/qiq/xCRK4BSVf2piHQAZgCdVLVp80/QcRzHcbYtnm3PcZydhlcfmZbz6iPTjn31kWl7ZsoOOGGgAuOBF4DlwETgR9hAvx/mfpoHtMFEUwNQj1lbzvo8+79FmHC6A+iJnUdP4I5QvrlUAImMcAJQ1Umq+nLLHVV1NnZdL84UAcVBgBVhAjWZfYyI9BKRD0XkDhGZKiLPiEh+2HaOiLwlIpNE5EERKQjl14jIZSIyQETebFHXlPB6bxF5UUTeEZGnRaTzFlwDx3EcZyfCxZPjODsTCWAaFof3Xw44YeDyA04YeNMBJww8E7NCvXvACQN/A5yCxfMlgMuBmzCXtK8Bgw44YeBXP6+ObwV+icUgZlMQyjeXwcA7m7D/u8CA8PpWYDdgEWbl+4GqptdzTD/gz6o6CHMLPDmUP6Sqw1R1D8w98DvZB6nqdCBHRHqHolOB+0UkDvwJOEVV9wb+DvxiE87BcRzH2YnxhBGO4+w0BCvT3PC3IaqxAT0HnDBwFXDitu7X50SPTSzfFkjW66MwYXoY0Bd4VkReVtV1LY6Zo6rvh9fvYHFpAINF5AZMCBcBT6+nvQcw0XRj+H8qsCsm+p41oxdRYPEWnJPjOI6zE+HiyXE2g3EVqT2AQcB/gOrKqmhqXEVqFPBiZVX0k+3bO2dLOOCEgXVY1r0vG/MxV731lW8uUzHrXGvZE7MSgbk83qgWePuxiMzBrFJvtjgmew25FJAfXt8JnKiqk0TkTGDEetq7HxgnIg8BqqozRWQIMFVV99+EfjuO4zgO4G57jtNqxlWkzg7/DwDGAKOxGJK54ypSM4ADgT+Pq0gNGVeRkrDv0HEVqZPD6/i4itR54f8hmX0c53PiCj4tCutC+ebyApArIudmCkRkdxE5uOWOItIL+B3mMgcm2g4P28oxi9CmpIIvBhYHN7zT17eDqs7CBNfPMCEFlpiig4jsH9qOi8igTWjXcRzH2YnxbHuOswHGVaSGAh8BBwFDge8BhVjyAAVWh78BwDJsvav+WFxGU9gvirkZLQt1vQK8hy0uvLKyKnptaCuHsC5WZVW0dtufnbNTspWz7QGISBcsecbeWDKNuVhcWIKNpyrvglmPOmPufDeq6r0t6u7F/2bsuwwoUtVrROR84CdYko83gGJVPVNErgFqVPV3Wcf8FuitqnND2VDgFqAU88C4WVXv2JLr4DiO4+wcuHhynPUQrEInA/OwWe3vYgPDtdgaQO2B14EPgCHYwDGJxcp0w8QVQC0Qx7K5nYyJr1WYxWoKcBwWNL8MeBsbYL4NJCqrom9s49N0HMdxHMdxNgF323OcLEIsE5jIOQb4JhZj8Ta2QOrNWDa2czBhtAdwG3Aa8BSW8esJTBy9iLlFvYvNrt+MWaTeB34I3Ad8AxNeBdjaOBcAxwLJcRWpH227M3Ucx3Ecx3E2FRdPzk7PuIrUoeMqUtHwtsO4itQ+wGWY0FmJpafuAhyAWZumY9akiVi8SCHwe2ztn+9iAe/7AwMxC1S7cFweMAdz7WvERNRyTFxdiwXz52GB9EP538xkjuM4juM4znbGxZOzUzOuIrULZv1JA1RWRZ8DemNWoyTwYGVV9CMsnukvwLuVVdG5wD3AJGyR0Ocrq6K7VlZFz8ZE0LBw7EosscSNoc5XMJe9eUAVJpxexILk7wZ2RXQe8BwWZ/XXcRWpC7fxJXAcx3Ecx3Faicc8OTsd4ypSJwFPV1ZFa8dVpLoCTZVV0eVh22DM4iSYJSmKrQkzHfgqtp7M3zAXPsEEVBcsSUQp8BJQjlmiHscygmWsWnmYFepJ4OvAv4CrMVGWBsrYu34w7+SvBf6IxU7tiwXDlwN/rKyKrm8RUcdxHMdxHOdzwC1Pzk7BuIpU13EVqY6MGb3nISOeaMhktAtrMvUeV5G6ZlxF6meYC96CyqroDGxBzRewZA4LKquivwfGYQkeumFxSgdgFqT+mDXpPuCvWEa9f2PWpvaYa94bwAKgT6izDZZwYgAmyD7hnfwzMLH1FSzeaj7wY+ADF06O4ziO4zjbF18k1/lSMq4i1Q7oU1kVfSsU5WOTBZPKO30yOewzEEvZvLKyKnrNuIrUtzEXuv0x0fQx8E/gfKDnuIrUR6EOwQRRPfAOFr80BBiSLqzLSXVcOz0+p/Mi4EFsAdF9w767YYuK7gm8iomnJzGhdA7QEfg1Zo36PZaN7/dYYoq60GcBciurog1b+5o5juM4juM4G8fFk/OlYFxFqgfQq7Iq+lIoKsYsQgBUVkU/tlfnZx82C1uH5mfAW0AuFp90wLiK1DosycM84AeYqDoQsxi1w2Ka1gJHADWYmIpKbV676ArNB7qGsj9g7no1WDKJm7EkEkdhVqXp2H3YH7N6pUN7/bDkEg/8s++kvG/M2uO14GIYAX42riJ1XmVV1H1une1Ky3WYQtk1ZK2ztCMgImXAKFW9LbzvAtyiqqds5XYmAJep6ttZZeOxmMgioAN23wN8X1Vf3YK2alS1aH2fkeM4jrP5eMyT86UgLDL7E8xVrgiLQ3oB2DW8XxP+LwNGYotm/hiLZ1qAra/UCxNQQ7GMeZXA81jq8CgmcpZgA5w60Doq6lZSVTgLW6+pCXg07P82lm2vCUtBPgsTdL2AaZjr3kJMQPUBHgvt9sOsUavCOfQLbe5Ns9iahYm6SZVV0elb4fI5Owlj5v72U4vkntfrx5u9SO6XSDz14nMQGOsTT1nbRoRtx2+ltlw8OY7jbAM85snZoRlXkRoJUFkVbaqsit6AiYoZlVXRRyurojXA0Mqq6IuYW91RmLi6ALgSOAGLWfoWtu7SVzGBVIu52i0E9sEsRQngE0wALQCWgzRQVRgHjscEThJzzVuwoN2cvWvjtXMw61McE1D/AVLh9SrM6qWYGMsLbaUxoXYiJvJ2w0RYWfibiwm1dZgroOO0iiCc7sBS4kv4f0co3yaIyAQR+bWIvCkiH4nIwaE8KiK/E5EPRGSyiFwUyg8XkfdEZIqI/F1EckP5XBG5VkTeDdsGiEgklJdltTdTRMpFpIOIPCgib4W/A8P2a0K9E0RktohcHA69EegrIu+LyG9FpJeIfBCOyRORf4R23xORilB+pog8JCJPhXZ/k9WP0SLytohMFZFrt9K13EVEnhORSeE69A3lPw7nOPmz2hKRQeGzeD/s329r9M1xHGdnwsWTs2MxZvRwxozOXv9oUvbmyqpofWVVtBpgXEWqDXByiG06G7NCLcHSjp+AWZkWYTFLNVi68N7AVZigWRmqXYCJlheARxpIrMQsUpOA7piIaYtZmToAXTuv6pabn8jvhGXUi4X9TsEW0K0FFof+VGCi6BuY1aqj5jQdiLkRfh8TWTHgH1iSigMwi9SNwG3jKlI++HFayy+xJCfZFITybUlMVfcFLgF+HsrOxaywQ1V1d+A+EckD7gROVdUh2Pc+2892haruBYzGLDRp4BFskgER2Q+Yp6pLsWyVf1DVYcDJWBKXDAOwiZR9gZ+LSBy4HJilqkNV9cct+n8BoKFP3wDuCn0Fsxafik3OnCoi3UP5laq6D7A7cKiI7L6J12x93Af8WVX3wJ4Di0XkSMw6vW/oy94icshG6vge8EdVHYpN1izcCv1yHMfZqXDx5OwYjBl9CGNGd8AsNf+lsio6O/v9uIpUr3EVqdi4ilQE+BrwFHBXWuoammKzjgFmYPFF72MxTU9hiSEaMTGzEhMqc7AByTrMBe9D4NUU6WJBdsMsRUeG7e9iyR0USDSQyIlp/NkIkSYsJmoNliiiFLNu9Qb2TJNeOqto5ZvAdVhCiK+ki+oSTfvNyAEOA36EWaLKgTOANglSB6RJJ7B7tycmoC7JWuTXcTZEj00sbw0b8vvOLn8o/H8HE0xg98UYVU0CqOoq7P6bo6ofhX3uAg75jHrux8QLwGnhfab+W0XkfWxSokREisK2J1S1UVVXYG685Z9xjgcB94Z+Tses2/3DtudVda2qNmDuuD1D+ddF5F0s6+YgzHq82YhIMdBVVceHfjSoah32DDoytPMuJgw3NqHyGnCFiPwU6Kmqbr12HMfZRDxhhLPtGDM6D2jkvPO3RmDdR8Bazjv/DcaMjjBmdGfOO38RwLiKVHtMfIzDRMpqLJapkEyyBo3WYW51fbAB2XcxwZOHWYMOwcTNBzTHPi3ExNQhmLvd0CiRjlEiP8RippYBnbFBX3vMSvRsjMiJ2OAt0USyLodYmaIrBEnQvH5UfoTI0L417VY1kvxmnEhhhEgkUlNQkvvykHWhvlex2eHVWLxW49ySNcl4OjK3V02bHpgLoWCz6BMwQeg4G2I+zYP7luWby0osa2Q2bWlOegA2MQF2D23Jb8766nkN2EVEOmCurjeE8ggwPIia/yIi2fVszT79ty4R6Q1cBgxT1dUicif2nNkWCPArVR3Tmp1VdayIvIG5/v5HRM5T1Re2Ud8cx3G+lLjlydm6jBmdw5jRlYwZ/QvM3WUUY0Zfz5jROS32O5Ixo0s3cLwwZnTpuIpU/qNHV+/OmNEnc975S8b969zEuIrUgZir0bVZ7nvfwVztxmDiqQcmnu7HkkjcHiH3k5xk34+AB4DzsGx4vwOOxtKE7wXsh7kA9QR2wdyDfoFl42vC3P2WYgkhGkMdVdhgsR5zv/t2jGgcE1JJRQWYn+y0Yk2aVAEWO1WAufOVAH3iRPo0kVqBWajqgBwsYcXhmDthQ4JUWSOJaf3WtSvrVdNmMCbs2mLWswVAxbiKVHFrPyZnp+QKQsr7LOpC+WahqjWY+9hhACLSFrunXvmMQ58FzhORWNZxM4BeIrJL2OcM4MXPaF+B8VhK/w9VNeNq+wxwUWY/ERn6Gf2pxiYj1sfLwOmhnv7Y82XGRuoqwVxz14pIOXDMZ7T9mahqNbBQRE4M/cgVkQLgaeDsjFVNRLqKSMcN1SMifYDZqnoL5vK4NdwJHcdxdirc8uR8NmNGn4vF++yPrZd0/9ROA3826IRDLwvbez5ek3/ghcs7LJnbm37YbOgYLPFBG+xH+hjGjH4XS7rwVWB5TU3xPk9WpEoqq6Lj9fbR3xL5r+hZBTx7yIjHP170Sc9R8+buUtRzzOgqOLcmEkme+MhD3+ra1JT3BlDIv1KHYovP/hhzoVuKDdzexqxHMUxkxDELzk8wUVUCTMYsRwVhv0eAYZiLzolYjMa74bzrk6SOiBGNYS5JbTBLVudwnqvD6w+wJA9xoCGXeDsgFl/SoUdoYx028Do9XN1EhMiiPCKdw/ZEKN8VKK2nKZJPzpMC3eJEu9Kcta8UE6eHh/cVQPm4itQs4G++oK7TkvN6/XjsmLm/ha2YbS/wLeDPIvL78P5aVZ31Gcf8FXN9mywiCeAOVb1VRM4CxgVR9RZweyvavz/se2ZW2cWhT5Ox++olLN5nvajqShGZGJJEPAn8OWvzbcBoEZmC3fNnqmpjsGKtr65JIvIelhlzATCxFefQGs4AxojIddhzolJVnxGR3YDXQn9qsMW1l22gjq8DZ4RrvoRtH+/mOI7zpcNTlTufzZjRB2JrGn0DC4yeXhMvmFhX33D2rKZYu/0Lmn6fUvatTcuEnETu8bM/Hvh0m3bLZtfVFn0zkch5vnpdWeGw/V46A0vI8FssaHyRKsMbG/P2y8treP2dtw48bO9hEwuBusWLuvbs3OWTT4DG/zz29TG1tWW1laf9pfy1iYfPSjTljIhGk2sWLep9R+Vpf+mzYkXHvKrnTpyKueNdCXQCHgaewwZoazAr0ivYjPhcbICRi1l4MgLrJSwdeO+wz17ALZg1aihQlCa9IkKkAxaHNBcTZaVp0qsiRKJTer6ru3yyS5uSSLwm0ZSvEm0qi0SalqUSRSWYe9PLmHCcAByMuRXWY1akXbFB1kGh7iagME26a4RIMrT5NlA0s2jFgN41bSRG9AnMPep3wFnYbPvMkGXQcRzHcRzH2cq4eHI2zpjRuZiV5hxMLByOBUAvTykfqjI4FqEWEydt6+vzlq1Z3T7dqfPCE97vtMf8IQs/qG9ozJ9YVFTTHui3dm3ZtQsX9Pn9oMHvPoAFN++aSEif6dP2/kr/AVMOz81tbPfUkyen99zr1eqG+sI1b75+2PM5OXUjRXiisbGAr42888jnnj6pX11dyYKysiU5h1Q8LY+O//ZEoFtubn3vwqK1g1et7NSAZbOT0O9JmGVoMSZMjsfcVeKYpaoDJmBmYJYvxaw58zH3m72AFVhMQ2H4m40JyVR1fN3q4kRJUV28JpmfKIwK0mRtp4H0Qoh1pTnmQUO/0kAEtBGkBuiIuQXmYtarfTHB2hFzrZqPBbYvxKxjU0I/MunTM+tP/bGyKvrglnzkjuM4juM4zvpx8eRsnDGj+2ID+NHYwP1AbOCfj1lNCjHXlNmYlaYOG8wnwvYIZtU5eOXKDiWpZPSjjuVLui1Z0mVCefmigSJMnP7hoJFdu86fVVNT3L5zl0V1wLkPP/jtHolE/FSI3HrcV+87peqFr/atrytcdMqpf/v4nbcPPPTyESw496+DpmFZ8H4E5IqkH83Nq7ugob6oChMfB2KCaF3ow16Y6DgtnMsKTJB0wYRRJh6pKfQ7J5zrYsyilQjvM9nukphFKbNujoZ63gd6fdinOn+32cX1mFtfAZBWVBRijSRERBpz+6fyUjPidTGihYQ4idBWY3jfHovHWAuk4vGa1YlE4SCQe7CMfLMxUdsZyxx4PnBIZVV0wmZ93o7jOI7jOM4G8YQRzoYZM7otMBb4CjaA3wtzcctLp0Vqq0timNCYhq1BdDcwp7ExksKExAwsDfdAYGq7dstf7Vi+pF9dXW5BTk7DVzArUI/cnIQWl1TP79xl0bwHH/jOE9Om7rn04EOfOKxX7xnrjvvavasLCmsnl5SsvWyPoa8dM2f2Lp3btl368Pf+vmtKJL0bcCgWMN6oGjmoob7oj5gwugETcm9icUIfYKmOT8BSF5diIi8PEzdgYqkRE0jVmLgSLNPddMxSVRf+CyaU8sJ5xMKfYFaunF3mFoC5DZaEckmSjqZIaz45kqfxdQ0zotVptAgTYjOBdphYWwrpQkg0Ya55nQFpU1YzKPS1PWal+g8mIO8I/dXQpuM4juM4jrOVccuTs37MXW8fbGHGTPamKCYQ5tG8jks5JsKXY25j76RS7BaNEscG93VYAoiMhcbSl5uYeA3YJ5Xi5WQiZ8/cvKbl9fV5A9esbvefmpriA5KJvPG7DXq/A/BO9brSTtM/3L3T0iXd3i4uXvOt6uq2S8s7Lzhw7uwBr2GB4quAv2BubJ2wdU/2w6w3h2LZvYpNF+lQiNZj66EUhb51xhJP7As8hsU+7R7OM4oJk3FYTNKuoezD0FZmkdwlWAa+lJ1fMg9ijeGcMzFLfTHhI6HPxeH/Cmwh3fewGKuE/aWBSAwTVUvj8abaRCKnjGbROjDUvwBYVFkVPb4Vn67jOI7jOI6zGbjlydkQRVi2uSSWuUnD6yXYgL8TJhJSmJAoxLLX9YhGWRvKpmAWmzyaBc0yoDCZJL++PmdvoPqjGUOGrVjRMbZ8ecdJq1e1f3v5svJ9OnRY/nFJ6cpDV67o0OW9d4fPnvT+vp907Ta3fX198XKJ6MREItpu7uwBbwwa8sa7mPh4rF37T0oLi9aksMxzP8SEShHQZW3uQ52AI6PRxl0hPQCLt0oBizCL028wV8QGzB2uGyZQ3sESTJSFshmYC93CcF7VmLBZh1mYEuFa5UJEwjVLhOuRj1nJ0pg1qTSUl2FiLQdLfPEeZj0aB5FFmDhbCUxNJHIyySqmYRaqK7CMgPeTlZrZcRzHcRzH2fq4eHI+zZjRFZgVZw4mTDIxQFFsgL84lPfELDvzMSHyYHjdDlt/pBfmwpZxkavDEjQsa2wsWBKPpyLJZCTeqdPCgrI2K1egcvibbxz200FD3quKxxtTNTVlq95+86DFhYVrr2xqyu332sQj+nft9nHflSvKz0wm82YAY6ZP22tPbG2nu1Sjw2prSi/CxEsJ8FJCFndIUfNBaeNJ7YFPUqn8QRBPhX51wARWPiYUu4XzzMesY2swS9RyTPC0wVwYmzDx1A6Ll1qVdW1KMcEWC7dXFBNYCcySdXaotxdmfYqGa5jCXAu7YVaw7piLYRMm3jRc9+qw/zNh/zosu+AUYJdxFalhrfyUHcdxHMdxnE3E3fac9TNmdDm2Bsg84CMsYcRbWIa5KCYGCkNZISakXg2vnwcuxFzZnsNExbPYQP8xbOHZFcBj4/517mu9+kwftOdeE4997umT8voPmNK3T9/pq4HLgAMaG3ILX3rxuJy+u0wdtXZN2wvnzt31u4IemEjkvlRZFf31uIpUT8xSdBQkiiG+F2YdKgEa09SNFfJ+JEQKMetQByxmKYKJlybMHW+/UF6KWZ86YVaj9zHR1Dnr6jSG80xjromZZBPxrLo1nGMx+Yk49dE0RNKIxoB6VGowa1JOuC5tsbW0XsUE23RgZnW08YhXO81/8ahP+vXB1qmZibkGrgAeB36KuRF+NXxO0yurouta/Tk7zhYiIgr8XlUvDe8vA4pU9Zpt2GaNqhZtpbq+B9Sp6t3bsx+fFyJyJvCMqi7a3n1xHMfZEXHx5Hw2Y0bvBxyHxUD1xywgjcCeWNzPYEwA5GLioRGzBr2Gxflcibm//XHWzN1u7bPLh1NEeAhbfLYnMI/zzv/luIpUbmVVtJExo78OCOedfz9jRp/PeeePHleR2gNoX1kVfX5cRapjZVX0fxaBHFeRimPC7lQss94ZmIvgx+H17ZjI+AZmKcrBBFECc93bFRM8jVhmvFpsnaiO2MKS68IxYMIlHrZlymZjC4/WYG525WTivXLTKRqlI0gDPRJtSdPIwnguZtmbBnwAqcPziqq7NNSUfYylgp8LTGwiNegPu0/84U8nH3IQlnyjBkuAcQmWNn44tm7W3kBuZVX03tZ8pM5OypjRo2ixSC7nnb9Fi+SKSGZpgGGqumJHE09fhn5sCiIyAbhMVd/e3n1xHMfZEXG3PeezOe/8N4CbgBOBnwCvE2JwsGx2r2HWqIwb2hLM9e0I4HJMCBwNDOvVZ3q5CGWYiNkTi/f56trf/HOv/rtOGhfaewCzHsF5548GqKyKTqqsij4fXv+PcAplicqq6LvAVYvaXrh4TeHYM7Dseg8CRwJ/xxamXQWsTJMoTpOMYtalvonIkpeTkRU1of9NwIvY4PJkTCBNwSxSz2EudW0xIbMunO+D4fzvCGVTMAH2Jo2RFMhsoJH58YdZGD8Is+gtwoRSOURvTKdij4drORUTYA05RPf/6eRDemAi9Ilw7d/CrF7jKquiZwDfAR514eRsFBNOd9CcWr8ncEco3xKSmJvvD1tuEJFeIvKCiEwWkedFpEcov1NEbhGRV0Vktoicsr6KRaRcRMaLyKTwd0CL7UWh3ndFZIqInBDKC0XkiXDMByJyaii/UUSmhf78LpRdEwQfIrKLiDwXjntXRPpuqI0NEc55ejjHj0TkPhE5QkQmishMEdk37NdWRB4OfXldRHbP6s/fRWRCuDYXZ9X9o3A+H4jIJVnl3wr1TBKRe0SkWETmiEg8bC8J7ysJiYBE5H0RyReRvUXkRRF5R0SeFpHO4ZiLs67VvzZ2zo7jODsTbnlyNh3LxJfE4pguwRah3QWLc7oOE0QFwJOY8Ng9/FVibmePYMLm20sWdxupqn/p3OWTm4C5qVSkbzSaPhr4LeedPy+rzTjQY9y/zp0LnFpZFR07riJ1aWVV9KbMLjedevxuQMdYsuslHdZe+X+jnusxHeCeI9+/G9WXc5K7HlZd8MjepXVfvyVN6vupyPJV8XSnzkryw1RkVZ6iPeLp8qVYQoj5WBKHhaH6GdhsfRkmXPIwgXUcJmximIjaDRNGh2MugDMxEbUfJooGY4PMIzFBOS1cq10wYVQNnBKOXY4ljyjGMgP+J7TfgFnVdgFuxUTh3ZVV0UxfHefTjBk9FxNMLZnHeef32txqRaQGi/2bDOyBLUxdpKrXiMhjwL9V9S4RORv4mqqeKCJ3Yq6vp2LJWx5V1V3WU/f9wGuqerOIREO9azMWHxGJAQWquk5E2mP3UD/gJOBoVT0n1FOK3aOvAgNUVUWkTFXXiMg1QI2q/k5E3gBuVNXxIpKHTTA2ra+NUMenLE8i0guzeGfiMd/CnpHfAb4GnBWuwZ+AFap6rYgchrk+Dg39ORJLfFOMPXs6Yc/QOzFrs2DZQb8Z+jceOCBY/tqq6ioR+QfwiKo+LCLnAruq6qXZlqcgrl4ETlDV5UFkHqWqZ4vIIqC3qjZmrlXrvhGO4zhfbtzy5Gw6553fyHnnpzjv/DXAfzjv/PGcd/5vscF8FRbz9B3MJe49bJC0DzYYOA44J5WKDACOfPnFY+e/8tJx52GDgYX/eewbA5cu7XIt5gaUTS4W69MFePapr624KRptqh5XkboU4F+HLz8YEzyvd1l129fjqa51mW15iSFL8pK7v5+UZdGc+kELFL0e0n9qis1pn6Lhk1WFf58cS3ecHE+X/wz4Ta/d38nFXPX+DHw/tPvV0I/nMLfA2ZiI+l44vyhwAJbw4RTM4vY2MAazXr0etk0J1+AAbNCzAhM/SWzQdxzmEvhXLJNeb0wwjcVioeqwhBS7Y9auQuC3LpycVtBjE8tbjaquw9Z5u7jFpv2x7y7APViq/wwPq2paVadhbq7r4zAs3hJVTanq2hbbBfiliEzG7s2uoa4pwFdE5NcicnA4bi028fA3ETkJu5eaKxIpBrqq6vjQXoOq1m2kjY0xR1WnqGoaE1DPq81UTsGSxRCuxT2hrReAdiJSErY9oaqNqroCmygpD/uPV9VaVa3BJqAODtdoXNgXVV0V6vgrcFZ4fRbwj/X0c1dsQudZEXkfuAp7ToGJ4ftE5JvY88lxHMfBZuIcZ/M57/w3s14/xJjRxZx3fnUomRL+PxD+/yqz6xNH13xw1LEPjKysit7OmNGlE18+svrAe/tWf/U8fmNJ5j7VTs24itQrwCmVVdEH1tz4/JMTXzmytK42p2BcRSpaW/BiNyB16f2PvzquIrUv0G1+xxMm3Xxy+QslOZVd81K7VdfmPb8k1tjnwGT6k6fj6W6rCpv2fxN4rV3tuUXY2krdgT3rq0s+wURNAlsjqhpLNDEFS4TxPGYZ2hNLLT4BE4tTgGMwoTcYE1f7A38Kx8/GLE2DMctVMTb4WYRZrQ7BBkp5pJOnEYkNwCxfnYGjwvEVmBtkPTZjf31lVdTNx05rmM/6LU/zt1L9N2Np89c3SF8fjVmvBUBEfoFNIKCqQ1tRx+nYvbW3qiZEZC6Qp6ofichewLHADSLyvKpeF1zmDscmOC7EhMdmtbEJ55bOep+mdb+72cenWnnM/6CqE4ML4QggqqofrGc3Aaaq6v7r2XYc9kz6KnCliAxRVRdRjuPs9Lh4crYuzcJpo3ztqaJbLGs3AKvXrW3TdVxF6ieYNeZ5bJY1WlkVvTXrsB9UVkX/AFB2+anPHfc/NZ7yTxsPwariP5fmFS0sjDZ2/na71ZdFE7GFNar6bdH4McXJQ/ZvjH6cB7zQEJt2QV5y4DhgGPAjbHZ116Vz+l2DCaZ+WDa7B7AYrsMwa1I9NoPdMRx7HpbEYQgWU/JtLElGITb7ew7wAyyDYEfMBWcAJtBimBjqjFntDkTTawsa31izsmTPaS8Penbqke+f8B0s3uknYd9LgBHAv104OZvAFdj3syCrrC6UbzHBVewBbCLh76H4VeA0zMJyOvDyZ9RxJXbvZHgeOB/4H7e9rO2lwLIgaioI4lBEugCrVPVeEVkDfFdEijD3u/+IyERsMiK77WoRWSgiJwZXt1zMorzeNrYCL2PX5PogcFYE18CN7X+niNyIiZ6RWDKcJmC8iPxeVVdm3PbCMXdjlr/rs+qpxiZuwFwCO4jI/qr6WnDj648lAuquqlUi8gr2GRZhyyw4juPs1LjbnrP9Oe/8Occ81vaxyqrob7AU3RXA3Mqq6K3jKlLdx1WkdgfICKeNcdOpx19Qk//M4GP3at9IrHbQ8nZXDslL9f8oJ939tTb1p/6ptGzFstzULu2Amxri02qAazBrz/GYy8qBwCgsffk+mFA6BItbEmxtpVOxwcde2FpPf8GE198xt6W3sLin0nAu88M+mXioBdi91wazbg3CRNUAIIlEHq/LPzA3loqfssfsYT8Oxw0GHsVmrgcCkfUlznCcDWJZ9c7BvoMa/p+zpdn2WnAT0D7r/UXAWcHl7QxsEmFT+AFQISJTsIydA1tsvw/YJ2z/Fvb8AJvIeDO4ov0cuAG7Zx8PfXkFmzBpyRnAxWGfV7GJjg21saVcA+wd2roRm3TZIKr6Lhbz9CYW7/RXVX1PVadiyz+8KCKTgN9nHXYf9pz5Z1bZncDt4dpEsVmnX4dj38dciqPAveGc3wNu8Zgnx3EcwxNGOF9oxlWkSoCCyqrokvVsiwGDK0/7y1TOOz9x06nHlwPnYoOFY7AZ1gJgaI9lj+TWdv6/q78+bOCDTzx6xlvYYOItLInFOCx2aTzNi9mWY7OvbcL7p7Bg7zpMbMVoThwxBXPPK8NitXqGtpOYuMqsBZXG4i6WYWKpIzZrrJhIy8GyAabCfoIN1GZhg71qYFFlVfR/Zswdx3HWh1gWwxNU9Yzt3RfHcZwvC+6253yhCQu+bmjRV8nLqy1paMg7Pw9uwSxCQ7Ag6DsxK9IN3ZeNHwU8cObY3/wUoNISKp8WYqPOwOKWngK+ggmgCBbkfTC2FtM7mHtePiaOHsRiKfbDBE0cEzqLsQQPKcwlqA8Wy7QQmzEvxmInwERaPSawUljcUz/MNWY5ZoX6EBNitViGrT9hM+GO4zgbJWTzOwZ7VjmO4zhbCbc8OTs04ypSw9M0DlnY8es/BmLRZJdOkKxJxZb9G3jt0vsfv2dcRaqosipac9Opxx8GzLz0/scXZB0fr6yKJsLrl7EYizLgTGzNpQOwWKXLMMvQh1gWqhOwzH8pLLhbQ/mhmGWpDhNL92MpydthIrA9sBpLMnEiJsyGY6mN45iomoqJrMVYEP7pWLzVoZVV0dqtd/Ucx3Ecx3GcTcFjnpwdncipVQV3YPFF5anokjVpqT86kiqKElIkV1ZFa8K+nQlZvTJkhFN4fTAmVt7H3PkuxOIBfhDKjsBiEyKY29+rWED2OiwO4S1sfZZ1oa3XMAG0Evg38EIo+wgTSF+prIpm1nP5LnB6ZVV0r7Dw7V2VVdGzKquik4Dbge+6cHIcx3Ecx9m+uOXJ2aG56dTjj8Lc436ArU/yWF7jXr/KSe5Ssa7wgVsvvf/x1KbWOa4idSLwXmVVdF54H8Uyft2BufndhbnbnYPFSa3IznoXYrEOxbLnxTGrVBLIqayKNoR9ClsrhsZVpIqA3Mqq6MpNPRfHcRzHcRxn6+Hiydnh+ej6q+957IN338Ky1v360vsf/1wSKmyKAHIcx3Ecx3F2fNxtz9nh6d+x89mX3v/4LcDUz0s4AbhwchzHcRzH2blwy5PjOI6z1RGRCVjsXyOWbOU54KrMekEi0gmLMRyGLb66FLhEVT/6/HvrOI7jOK3DU5U7juPsJLz6yLRRwC+BHtjizVcccMLArblIbktOV9W3RSQH+BXwCHCoiAgWL3iXqp4GICJ7YOuruXhyHMdxvrC4257jOM5OQBBOd2Brh0n4f0co32xEpJeITBeR+0TkQxH5t4gUZO+jqk3AT4AeQSRVAAlVvT1rn0mq+vKW9MVxHMdxtjUunhzHcXYOfgkUtCgrCOVbyq7Abaq6G5aq//std1DVFDAJWwB6MLbGmeM4juPsULh4chzH2TnosYnlm8ICVZ0YXt8LHLSB/WQD5Y7jOI6zQ+DiyXEcZ+dg/iaWbwotMw99KhORiESBIcCH2CLRe2+Fdh3HcRznc8XFk+M4zs7BFUBdi7K6UL6l9BCR/cPrUcAr2RtFJI4ljFigqpOBF4BcETk3a5/dReTgrdAXx3Ecx9lmuHhyHMfZCQhZ9c4B5mGWoXnAOVsp294M4AIR+RBoA4wO5feJyGTgA6AQOAFAbY2MkcARIjJLRKZi4mrJVuiL4ziO42wzfJ0nx3EcZ7MRkV7A46o6eHv3xXEcx3G2NW55chzHcRzHcRzHaQVueXIcx3Ecx3Ecx2kFbnlyHMdxHMdxHMdpBS6eHMdxHMdxHMdxWoGLJ8dxHMdxHMdxnFbg4slxHMdxHMdxHKcVuHhyHMdxHMdxHMdpBS6eHMdxHMdxHMdxWoGLJ8dxHMdxHMdxnFbg4slxHMdxHMdxHKcVuHhyHMdxHMdxHMdpBS6eHMdxHMdxHMdxWoGLJ8dxHMdxHMdxnFbg4slxHMdxHMdxHKcVuHhyHMdxHMdxHMdpBS6eHMdxHMdxHMdxWoGLJ8dxHMdxHMdxnFbg4slxHMdxHMdxHKcVuHhyHMdxHMdxHMdpBS6eHMdxHMdxHMdxWoGLJ8dxHMdxHMdxnFbg4slxHMdxHMdxHKcVuHhyHMdxHMdxHMdpBS6eHMdxHMdxHMdxWoGLJ8dxHMdxHMdxnFbg4slxHMdxHMdxHKcVuHhyHMdxHMdxHMdpBS6eHMdxHMdxHMdxWoGLJ8dxHMdxHMdxnFbg4slxHMdxHMdxHKcVuHhyHMdxHMdxHMdpBS6eHMdxHMdxHMdxWoGLJ8dxHMdxHMdxnFbg4slxHMdxHMdxHKcVuHhyHMdxHMdxHMdpBS6eHMdxHMdxHMdxWoGLJ8dxHMdxHMdxnFbg4snZJojImSLyyvbux8YQkbkicsQ2buNOEblhW7bhOI7jOI7jfD64eHK+0IiIisgu27sfWwMRGSgib4vI6vD3nIgM3N79chzHcRzHcVqHiyfnS4uIxLZ3H1qwCDgFaAu0Bx4F/rVde+Q4juM4juO0GhdPzhYjIt1F5CERWS4iK0Xk1hbbewULUiyrbIKIfDe83kVEXhSRtSKyQkTuD+Uvhd0niUiNiJwayo8XkfdFZI2IvCoiu2fVO1dEfioik4Ha1gooEYmIyOUiMiucwwMi0jZse1JELmyx/yQROSm8HiAiz4rIKhGZISJfX18bqrpGVeeqqgICpIAvhVXNcRzHcRxnZ8DFk7NFiEgUeByYB/QCurLp1pTrgWeANkA34E8AqnpI2L6Hqhap6v0isifwd+A8oB0wBnhURHKz6vsGcBxQpqrJVvbhIuBE4FCgC7Aa+HPY9s9QJ2Dud0BP4AkRKQSeBcYCHYHTgNs25o4nImuAhnCev2xl/xzHcRzHcZztjIsnZ0vZFxMbP1bVWlVtUNVNTRSRwMRIl1Ycfy4wRlXfUNWUqt4FNALDs/a5RVUXqGr9JvThe8CVqrpQVRuBa4BTguVqPDBURHqGfU8HHgr7HQ/MVdV/qGpSVd8DHgQqN9SQqpYBpcCFwHub0EfHcRzHcRxnO+LiydlSugPzNsHCsz5+grmxvSkiU0Xk7I3s2xO4NLjsrQlWnO6YgMuwYDP60BMYn1Xnh5hbXbmqVgNPYFYlMCvUfVnH7deiP6cDnTbWmKrWArcDd4tIx83or+M4juM4jvM580ULqHd2PBYAPUQkthEBVRv+FwDrwuv/igtVXQKcAyAiBwHPichLqvrxBtr7har+YiN90k05gax6z1bViRvY/k/g5yEOKw+oyjruRVX9yma0GcGuSVdg2WYc7ziO4ziO43yOuOXJ2VLeBBYDN4pIoYjkiciB2Tuo6nLgE+CbIhINlqW+me0iUiki3cLb1Zj4SYf3S4E+WdXdAXxPRPYTo1BEjhOR4i08j9uBX2Rc80Skg4ickLX9P5iV6TrgflXN9O9xoL+InCEi8fA3TER2a9mAiHxFRPYM16AE+H043w+3sO+O4ziO4zjO54CLJ2eLUNUU8FUsa9x8YCFw6np2PQf4MbASGAS8mrVtGPCGiNRg6bt/oKqzw7ZrgLuCS9zXVfXtUNetmPD4GDhzK5zKH0Pbz4hINfA6sF/WeTYCDwFHYMkhMuXVwJGYS98iYAnwayA7gUWGMsyCtRaYhQnIo1W1YSv033Ecx3Ecx9nGiGVNdhzHcRzHcRzHcTaGW54cx3Ecx3Ecx3FagSeMcL60iEgPYNoGNg9U1fmfZ38cx3Ecx3GcHRt323Mcx3Ecx3Ecx2kF7rbnOI7jOI7jOI7TClw8OY7jOI7jOI7jtAIXT47jOI7jOI7jOK3AxZPjOI7jOI7jOE4rcPHkOI7jOI7jOI7TClw8OY7jOI7jOI7jtAIXT47jOI7jOI7jOK3AxZPjOI7jOI7jOE4rcPHkbFOiI8a2jY4YG9/e/XAcx3Ecx3GcLcXFk7OtGQKUb+9OOI7jOI7jOM6WEtveHXB2XKIjxp4D/As4MDVh1FOh7FKgCXg5NWHU+8Ay4OfREWPvAV4BNDVhlG6nLjuO4ziO4zjOZiOqPo51Np3oiLExoDfQGfgG8GOgFvgucCFQD3QFlgJ1mKB6DOgf3s8AioE1wPOpCaPmR0eMHQ5UA/umJoz6R2gnnpowKvH5nZnjOI7jOI7jrB8XT06riY4YK8BvgDuAqzGrUjdMQO2KCaE8zE1vGtABiANlwFuY2FoKpIDLgFsBAT4E/gr8AvgWcEXY7yfABakJo275HE7PcRzHcRzHcTaKiydno0RHjN0PGABMBb4DdMQsSl2BUgAhMV2J7gaRCCaGFMgJ/58ADgGKMGtUAvgY6IUJrRrMEjULs0Y9hYmsXsDbQAUwH/hXasKoeVn9GgCsSE0YtWKbnbzjOI7jOI7jZOHiyfkfoiPGRoAuqQmjFkZHjI0CdwP5mAWpL9ATiAKLMItTE6RyQOshmgciwAnAPcDzwIGY0AJYhQmoNkABJpwKMDFVErZ1BiZigqoHMBkYCxwB/CPsMx/YBViZmjBq1ba7Go7jOI7jOI7TjIsnB4DoiLElmDj6I+ZOtyuwNxajlIMJGQUaMItRA7AC6G41pCMCCSUyFxNbZVicUyFmjRJMdK0J2zICrAuQDtsbwv8kJtaeD+/HAT/DRNNU4NLUhFFN2+AyOI7jOI7jOM4G8VTlOznREWPLoiPGfgf4FfBDYPRN+9x5BDAK2DdGUw9gMSZi0ph7XQITOB3CfyCSVCJxzJLUFnPTawAaMYtTHBNMBcBCTAh1Bj7qWBKdDqwN22OY+AI4GnPhuwoYjwm15zEx5ziO4ziO4zifK2552omJjhjbDzgTmACchLnFXYlZndoA6d1K5uuH63pEMbe6jICKYZn1BLMsrcGsSXWYaPoEE1ArMYEUBdZhlqsCzCJVi1mwMmKpPmxbG+pK0+zmtwhYAAzCLGAfA38ATsMSS1ySmjBq7Va9OI7jOI7jOI7TArc87dzsB/QB9gCOB24BOmFiJgLkfbiuRzmWGCIRyuKYNSkPE0OKiR0wIaSYK14dlnUvCSzHxFcuZo2qwaxWRcBMLK4pHf6KQv3LsFTmZZho+ipmcfpjOLYt8G2gHXB8dMTYwuiIsQdtzYvjOI7jOI7jONm45WknYc3t+V2AmrLv1a/LlEVHjP0QEzR/AZ4EXsAE0gTgMJpFlGAWoVKarUxJLJnE2WF7CrMoRTGBBSaG1mEiSML2XJotWE2Y2KrFxFBd2B4PZUsxcbcGmIelRU9ntTEr1DEz/J8LjE1NGDV7y66W4ziO4ziO43waF087Cad+++Lv1CZylzy5aM/OwH2YdWhPzPp0IHAbJoQGYsIlF7MkrcIETBwTOpJVbWbx2jpM4PQK79Phfz0mwDLpy5OYVSmGWZHSoewTLAV6MSaICjCrVUZMKSbi1oZ+xDGxlsJE1XhMpL2KLdL7+9SEUdM391o5juM4juM4zvpwt72dgDYTDzj9yePnPfPkoj07AvVDyua/AXwPOA4THTMwEdUZ+ClmyUljFqYeNMc4zQOqw7YVmKipwwRST0ws1YVmI1nbM+InBxNIMZpFVH6XEqmneV2o7jRbnZowoRTD4qdmhn1iWKzV26E/xwDfAC4B3gh9ASA6Yuy3wuK+juM4juM4jrNFxLZ3B5ytR3TE2KOxbHRdMVFxPJADFy7A4oy+AuwyrP3H89vmrkNg9YSlg/sBY1ITRk2Mjhi7GLixrCCyqDGpHeqbNOOqlxHZ3cLrCJZQogGzDGWEUjy8zqQeLwrtKiaEEuF1Hs0Z9ZoWrdPBoa7VmEveLmFbQ9g/jVmiOoRywURZEtgLE4AZ0bYOeC1cj72BNakJo9y86jiO4ziO42wxbnn6EhAdMfbsYF1ZhmXK2wUYg1lilmAWpruA/wNm/v3jwz56cengnAlLBx+KWZcuu+4HIysHlc6fBLyxpi4drW/SeeHYD4A5mFCJYBYhCa/zMJEWoznhQ8bKsxxzqyvEBBThdQQTUpm4p4w7Xx7NsVQ14dicsG81Jooy7SfDtqMxC9YMzOpVBUwH/hQdMfZEbGHdVzf/yjqO81mISCcR+ZeIzBKRd0TkPyLSX0R6iUi9iLwnIh+KyJsicuZ6jh8mIkkROWUr9ed7IvKtrVGX4+wsbO59LCKlIvKYiEwSkakictY27GOZiHx/M4+dKyLtt0Gf1luviFyxtdtaTxtdROTf4fVQETk2a9vXROTybdBmzWfv9cVGRK4UkffDXyrr9cWtrsNjnnZ8wjpN/wR+FP5mAY8AJ2Bi6iOaLUWTMFHxVtj2FhApitUvaEpHc5rSOR2x5A09MMvRaOAnmMveIJrd8J7DxEuc5iQOGStRJj6pDf9dBwpoXjQ3I54yVqp42C+FuQO2p1lcZRbXTWOWqzwsRqoz8B6wZ6/CJatFtHhOTWdCP/OAsaF/ZwP7Y5auB1ITRi3azMvsOE4LRESwCYq7VPX2ULYHll1zAfC4qg4O5X2Ah4A/quo/QlkUeBZ7Nv1dVf/9+Z+F4+zcbMl9HERCqar+VEQ6YJOZnVR1qy9kLyK9svvSYltMVZOfPuq/2+cC+6jqiq3cp/XWKyI1qlq0nv0FG3unW27bwn6cGfpx4dasdz3trPe8vih81vdgPftv1vm45WkHJzpi7EXd8le8c2SXSXtgcUv3AUOwNZD2xD7jrthD8GPMNW5V2AfMHa6mJpn/zaZ0zvGYm157bG2lXJqTP8QxC9QiTMQcE6fhA0wwgT1gNWxrDMdl4poUiEQiFHRrn5MKZRmX0WqarU+5WCKLtaGeaFb9jTRn8RPgW5jYaphb26FkYW37NYD265jTUyzhxArM0rYIE4xfwaxXREeMLY+OGFuwSRfacb4EREeMHRUdMXZudMTYdPg/agurrAASmQEXgKpOUtWXW+6oqrOxyZ3s2b2LgAcxq/mnCLPeH4rIHWFW+xkRyQ/bzhGRt8KM94MiUhDKrxGRy0RkgIi82aKuKeH13iLyYphhf1pEOm/hdXCcz40PRlww6oMRF8z9YMQF6fB/e97HChQHUVCEjS8+NXgVkW+JyORwv94TyjqEe/et8HdgKL9GRP4uIhNEZHaWReBGoG+wEvxWREaIyMsi8igwLRz7cLivp4rIuZ914iIyWkTeDvtfm1U+V0SuFZF3RWSKiAwI5e3Cc2iqiPyV/02ilTn2RiA/9PO+8OyZISJ3Y9483Tej3UOzLCTviUhxqPcDEckBrgNODdtPFZEzReTWcGwvEXkhXP/nRaRHKL9TRG4RkVfDdT4llBeF/TJ9OOEzrmEvEZke6vsonPMRIjJRRGaKyL5hv8Lwub4ZzuGEUH5m+NyeDed/oYj8KOzzuoi0DfsNDe8ni8h4EWkTyieIyM0i8jZwpYjMEZF42FaS/X5r4eJpx+fugnjTtTftc09mfaSe2OdaBszGrDwdgHQ36ru3pbEf8AzwM8y1Lo0JqpnYQ6AtZqUZH95fhFmyMvX2wYTP8sFlC1ZiD8lJmEUpjVl9Movq1mEzygDEo9JYkh8Dc7HLzEoVYSKIcPwiYDHNWfWiWGKIGM1xTgXAbzABmIJoIqHxYqB2bX3qLbXkEr8BHgf2BU4Ox98THTH2zHAubTbjWjvODksQSndg338J/+/YQgE1GHhnE/Z/F8gMBroCIzHr9sboB/xZVQdhWT1PDuUPqeowVd0D+BD4TvZBqjodyBGR3qHoVOD+8CP6J+AUVd0b+Dvwi004B8fZbgSh9Kn7eAsF1Gbfx8CtwG7Yb/cU4ActrSoiMgi4Cjgs3K8/CJv+CPxBVYdh9/Vfsw4bAByF/Yb/PNy3lwOzVHWoqv447LdXaLN/eH92uK/3AS4WkXafcS5Xquo+wO7AoSKye9a2Faq6F/aMuiyU/Rx4JTyPxmNeOv+Dql4O1Id+nh6K+wG3qeogVZ23Ge1eBlygqkOBg7FxVKa9JuBq4P7Q5v0tuvQnzKq4OzbBfkvWts7AQViM/I2hrAEYGfpQAdwUxPHG2AW4CfvcBgCjQr2XARkXxiuBF1R131Dvb0WkMGwbDJwEDMOex3WquicWw55xw74b+Gk4jynYZ5EhR1X3UdVrseV2jgvlp2G/FQm2Ii6ednwO+2hdlxuGPPq7AdjnOSKUR4HcMmlaS4hLWkjO4FXEDgJOx2KiBgNDsUFHPvYQmJsjTSt2KVp0BibAFmI30qsdS+NzoxGmAhcAnd9b0281JsD6hX0yFqcozS52GZe8dGNCZdqCujWYkMkN/cxYlhKYoOqELdobC+9rsYdLDSbIMqKqS9inBHuQx4HiZdWpTAKJ5aHOfwLzga8B47CHdiw1YdQnm3W1HWfH5ZfYxEM2BaH88yL7B/hm7Ifws9xX5qjq++H1OzQviTA4zDpPwZ5pg9Zz7AOYaCL8vx9zVx4MPCsi72ODum6bdBaOs/34ot3HRwHvY7/JQ4FbRaSkxf6HAeMyrm2quiqUHxH2fx94FCgRkYwL1ROq2hiOWYZ5yayPN1V1Ttb7i0VkEvA6lr2332ecy9dF5F0sDGAQtlxLhofC/+znziHAveE8nsAmn1vDPFV9fQvanQj8PljhyjbFNQ0LXRgbXt+DiZoMD6tqWlWn0XyNBfiliEzGQjS6suHrn2GOqk4Jz/OpwPNqcUFTss7hSODy8HlPwMaIGfFZparVqroc8z56LJRPAXqJSGk47xdD+V3YZ5EhWzD+FcjE3p0F/OMz+r7JeLa9HZ9BwNOYGIpisxEZy5PWaTSKCY967AGbWYB2HeaitwoTPsXYrG46TWT3mmT+DCw5w0tYWvOZPTvkLqquT5TVN3EtJogOAtrRvABuHBNQBfxvJr4lQG/MwtSW5kQRUZrjmTLrSmUST6wN55Dpc8aFMLMGVQoTRzFsINQQzqkesyp1DG2MxdwQv4FZqm4F/uvK4zg7EZ+aIf2M8tYwFdiURA97YlYisJnhf4UJzfbAsSKSVNWHWxzTmPU6RXOmzjuBE1V1kpi//4j1tHc/ME5EHgJUVWeKyBBgqqruvwn9dpwvCl+0+/gs4MYwUP5YROZglofW/M5GgOGq2pBdGJ4JLe/7DY1Xa7OOG4EJsv1VtU5EJmAD9PUSrNKXAcNUdbWI3Nli/0wfNtZ+a8nu5ya3q6o3isgTwLHARBE5iizPni0g+zpnRPHpmMfS3qqaEIvr2uB1XE896az3aZqvnQAnq+qM7ANFZL9WHr8x/nt9VXVicCUcAURV9YNWHL9JuOVpByY6YmwOFueUcbHriomTjLiINxFtxL70xbaLKGapyXwh22KueG0w4XFMUmMNSxradMCsNz2B6Z3zVw566+O1e9Y3MSWUTcXc42JYkoYlmFvdXExIxTB3vtWYSFuIWYCSmCirp9lS1UTzArypUFaCibnVmPjL3EgZS5iEOtZgIisPs1p1ojk2ay02oLo5XKNZWCxUxjTtODsT8zexvDW8AORKVmyBiOwuIge33FEs2Pt3mAsJqtpbVXupai/g38D31yOcNkYxsDi485y+vh1UdRb2TPkZzTOTM4AOIrJ/6Fc8uBU5zo7AF+o+Du0eHraVY5bd2eupvzLjQpeJYcFCCC7KqnvoZ/SzGrvvN0QpsDoIpwHA8M+orwQbdK8NfT/mM/YHm1AeFfp7DBsOAUhsJM5mk9sVkb7BsvNrLNHXgBa7bOzavIq5r4E9Kz8Vy9aCUmBZEE4VZK2duYU8DVyUcQEUkT1be6CqrgVWZ30nzwBe3Mghd2OT51vd6gQunnZYoiPGFmNxPd1ojhHKWGcy6ykpJj4EKAhLNAk241satmesQ8WY72su9jDMWJEagHaL69s1QbQpbJuFPSCbMDHUgJnGZ2NC7ANMUHXDYqFWhDbahzpLrT8sD6dTHf5nxFgTZqZvE46pxh7UMcx0XIxZrNpgoikjxtaGa3F42JYOdT5fmCMnA+eE+rL9qp1twHGXLOxx3CULk8ddsjD12Xs7nxNX0LweWoY6mv3RN5kw2zwSOEIsxfFU4FfYZApYcPd7IvIh5kJ3SybT3lbgZ9ii2BOxJQo2xP3AN0P7mfiAU4BfB/ee94EDtlKfHGdb80W7j68HDgjus89jrrgrWtQ/FYtjeTHcc78Pmy4G9gkJAKZhXi4b6+dKzOrygYj8dj27PAXEQj9vxFz3NlbfJMxtbjo20J64sf0D1wKHhGt0EhsWrX8BJovIfVup3UvCeU/GxnhPttheBQyUkDCixbaLgLPCsWfQHHO2Ie7DPpcpWLzRxp6vm8L12Nhycrh+12/i8d/G4qQmYy6i121k3/uwceA/N6Ofn4mnKt8BiY4YexuWrvs4LI7ndJqFRiMmWIgIibSyDnOtg2Z3uez04hmRFMEsPJkFbwvDto8x8+1C7IYtwFziwGZ0i8MxjZio6owJljiQEuikVldd2LcOE0GNIwaVzJgwdd2gUE8eJpryMbG3JPThFcy6lgzlmYV4l2IBiqnwfiWWbWe/8L+0LD+Sv6Y+3RZYMqRL7oopixrzgT8Db6cmjNqU4FhnEznukoVdsdm0e5+4udvWcC1wtgIhOcQvMRef+cAVqQmjxm78KMdxvkiE5BD/cx8PnvBnv48dJyCWOfAEVT1jm9Tv4mnHIzpibCFmgTkGC5g7HnOXW4bFFmXihnIwMZIRG7tipuJI2BbFBEsdIUaK5tTkEt5HCG4uYZ+68NcWE0w1mKtcRoA1YCIrAiyLR+ieSBPvXZ63as7ShijNYisj0gAaBfIKckjVNv3XPS+zHtT80NeuWf1KYRam7jS7+yXC+ZeEvsR375pbM/mTxgRmkZqJrX01LVyDY4HbUxNGbdUMLI7jOI7jOM72QUT+hI2Pj1XVj7ZFG54wYsckhWW4OR9zlZuLWXzWYp9pafifSciQEUhNNCdngObkC/k0ByY2YFaeIpotVW2ztmXWeWqPWYHa0ewmGMfc58qA+hGDS8vem10zbW1dqm+Hknh83rKGorSyiuZse/mFuaRrG0FhXW0TxTRn6avBRFNB6MvyUFaAibVuoS8atvUJr4vCuRZM/qRxHWahy8MEVnfgg9SEUbNo9td2HMdxHMdxvgSo6kWfvdeW4TFPOyCpCaMaMLHzCyyVZQpLzrAbzQvVNmFiI03z+kiCCYk3w/Ym7DtQh8UlZdzy3g51rg37tMUsQXmYFaoJS9SgmKCqBeJFuQLmSlAL1L05szqyti6VJxB/c2Z1YdrsTLmhHwuByU0JloQ+tsGsTBm3vkh5aawaE1BFmEWpBOgUFWp6tM+p71gaK8eEWg/go7CdcE61mA/wD0PdC7F0md+LjhibnabTcRzHcRzHcVqFu+3t4ERHjO3fsTh677Lq1Fxgbyz7yFcxURHBREVXLIaoDyaokpgYylilcjDBUhujMT9J7kJMkGjYN0qzu9yKcGwMc4XbDRNd0rVNPP7J6sTinChtmlJm/cmJkmqylAErQ/vJtoWRFQptVtemE+HYMkxAzcXWipiOuQkqJthK4L+xWw2YyGqHiaLZWCaYeQK91Vz2MsJvXej/65iVqiHUOTE1YdRGA0kdx3Ecx3EcpyVuedpBufrGZ465+sZnilMTRn3UvU18LSZOOmOrdCcxUbEA6JQbpVDM4pNx6yvGRNQnpQXRdV3b5qQwS1Jhkmgas/SkAI1ATeeyePYilhlRk8Dc9JZi1qLEJ6sTjUBxU+q/LoPrmlK8iLnVZZIGTF5Vm26XSsvkTm1ycjCLUFPY1h0TcgMxt8ACTABNC+eTDO/7Yha3yTTHW3VSE2ANmKte0aAeBY1Y1r/XMAH1UGrCqJuA/aIjxvaLjhj7WStmO47jOI7jOM5/cfG04zKJsCjYO/MbbgNWlOSRjkVY3bYo9k9MTHUA8hpTrFb+u7DtcizZQinQVkQKRCSzuG41xGrCtgjQkIayxWsS9ZiYasJEUcaFrw8maqqBnI6lsWVY0gYN+7YB9o2YGOuACZg9+nfJS6XSqhG0GrM6ZfpUG/qRSVleiomogViyizlYfNYnWJrK3cK1iGLCMBN3lQd8/MnKpnosnefJWGbCO6Mjxl6SmjDqj1hiDY/5cxzHcRzHcVqNu+19SYiOGPtzTDQM61AS22P5uuQ7WCa+FTQvmpuxKmUy7TVgi6etwjKTpDH3vBWYaMkHPhJhV9X/ZsdbggmhdeG/xiPUp5XYIYPL6qqmrAETXvl5calvSGgasyBFQpspTCwtwSxNCYCSPFm0rkH7AWtzYtCUpHPYvwYTRJlYq66YYOuMWdAaMBe++dhCfEdiAmx1aPcM4Mywb1E47j6gY2rCqD9s6XV3nJ0dEUkBU7D7NIktTvgHVU1v9MAN11ejqkXrKb8TeFxV/70F3d2qiEgZMEpVbwvvu2Br4JyyBXUOAe4Jb3tgE0NrgRWqesSW9dhx1o+IdMIWlB+GeaIsBS7Bfnc/xNzp87DJ0ttU9c5wXClwL/ZdjQG/25S13ESkEluvZ4mqVojIP4FBwD9UtdW/0S3vRad1iMiZwD6qemGL8hFAk6q+uh269YXHLU87KFff+ExF9vvUhFHXYovaPbd8XfKXwH8wt7bLgMuBf2FCYwEmXmYCNcV5tC3KiwyRYK3BrD8Lse9GPbCgbWG0MT9HqrGHaCarXzvMyrQ6kaYmpdRWTVkTxyxIAPd+ZWjbVLd2sQQha195zYqlaPptoEMsQkogWZAn8U6l8frcnOhUbNG4tp3L4tUn7tf2Ecwd72NM7L2FWbKKgX+2L46tpnk9qkxK9W7YAr2rgf6hjycCfwj7vQAMAb4LVERHjO0dHTF21y36IBzHqVfVoao6CPgKNhHz8+3cp8+LMuD7mTequmhLhFOoY0q4nkOBR4Efh/cunJxtgogIMB6YoKp9VXVv4P+wJVEAZqnqnqq6G3AatmDrWWHbBcA0Vd0DGAHcJCI5m9D8d4BzgnDqBAxT1d03RTgFysi6F1uDiHxhvU++AH0bwTZaPDx4O+3QuHjacVm7nrKvpyaMuhFzVZvXrjjWoyAnchAmQg7LjUtRu6Jo36JciWAC6c1eHfO71zam1yhMjQgDv/uVTvXAO7lxmbH/gJLlwKHRiCbqmzQPs/hEMaEFkIxFqMesQslOpbGpeXHpK0IC6DFhyuq6xoQm2hdHlu3SOW/06jbtkxGJ9MmJMvvovdoWKeTWN2jxiupEh8LcyEnA8J4dcgurG9KRh99YtXd+jswb3KNgN2xW6zXMje8D4HwRLQP+CixtVxR9O2xbBnQtyY/sirn2LcEy7J0N3JaaMOo+bEbrQeBOzHq2Zqt8Go6zA3D1jc+MuvrGZ+ZefeMz6fB/1NasX1WXAecCF4qRJyL/EJEpIvKeiFSAzXaKyK2Z40Tk8TDTmXn/BxGZKiLPi0iHlu2IyN4i8qKIvCMiT4tI5/Xs00tEPhSRO0Jdz4hIftjWV0SeCse/LCIDsspfD/29QURqQnlR6Mu7YdsJoZkbgb4i8r6I/Da0+UE45nURGZTVnwkiso+IFIrI30XkzXBNTsBxNoG2r+0/qu1r+89t+9r+6fB/S+/jCiChqrdnClR1kqq+3HJHVZ0N/Ai4OFMEFAcBVoR5siRbHici3wzf+fdFZIyIREXkauAg4G8i8lvgGaBr2Ofgjdyn5SIyXkQmhb8D+PS9KOH/B+GePTUcOyLU9SgWT92ynzXhuKki8pyI7Bvu3dki8rWwTzTs85aITBaR87LqflFEHgn73ygip4fzniIifcN+vUTkhXDs8yLSI5TfKSK3i8gbwG9EZGbm+SciERH5uOXzMPTvtfAseVVEdg3lZ4rIQ+H6zRSR32Qdc5aIfCQibwIHruca9AK+B/ww67PoICIPhnN+S0QODPteIyJ3hWs6T0ROEpHfhPN9SkTiYb+5IvJrEXkXqBSRc0I9k0K9BS378UXGxdOOS9erb3zmf1xbUhNG/TX8n56aMOqRldXJKXVN6QdL8iNHDetXNLsxoeM6leXM6NwmZ0UsQiwiDPjqfh0ac2PyBjAlJyYL752w9B/AkbEI+XOW1OcDc5atS7/SvV28Dku+UI9ZcT4BavNypEv7ouiBHUvjf11bnyo8Zq82H/XskHcbcON+uxZ/hEpZ9/b5jBhcenw6xSU9OuQ0RaPSZeq86vZtCqN5XdvlpJNp3pu7vOmx35/dd+3CFY3z6xtTBUC3XbsWNH0wv+7Nru1yZsZjEotFeBAYA5y3fF2qPTASWFLXlO4L3AGsGdZuZof2pfFoPMrazmXxVZhAagDWRUeMva4sp/bmG/e670hgaGrCqJWpCaOWbvuPynG2P0Eo3YFlp5Tw/45tIKAykywdsVlpVdUhwDeAu0Qkb2PHY8+Xt4Ml60VaWLHCj/GfgFPCDPnfsWUb1kc/4M+hrjVY/CPAX4CLwvGXARlXnz8Cfwz9XZhVTwMwUlX3wgaaN4XB4uXYrPxQVf1xi7bvB74e+twZ6KyqbwNXAi+o6r6hrt+KSOFnXBPHAUw4sZ77eAsF1GAsCVNreRcYEF7fisUfL8Lcd3/Q0mVXRHYDTgUODBbVFHC6ql6HLY1yerh/vkbz/fQyG75PbwFeDNauvYCpfPpePAmLjd4DOAK7zzKTLHuFfvZfz7kVYvfnIMxF8QbMoj4Scy8Es5atVdVhmJvjOSLSO2zbAxMeu2FhA/3Dvf5XILP+0J+Au1R1dyyM4Jas9rsBB6jqj7CJ49ND+RHAJFVd3qK/04GDVXVP4GpsuZgMQ7HrPgQ4VUS6h2twLSaaDsJiyv8HVZ0L3I65X2c+iz+G98Ow5+hfsw7pCxyGfX73AlXhGVqPxZtnWKmqe6nqv4CHVHVY+Aw/DNd0h2F7mwWdzectQsKIDZGaMOoogOiIsQe+NbNmz3bF0eMOHtzmjkWrGpfPWd54fvf2Oe1+OW7+yxFh2H79C2dPmlPX/uCBpSc/O2nNa7WNels6nTho775Fx74zq+a7i1cn3h7YPb/b4tUNU4vzYm1j0WjbZeua3siNSt2Re7UdmE7pxR8srF/x5Luri4/bp11hrw65506eWzswLzdy1XtzaufXNaZOGzm83bC9+5bUTfxwTedVNcna7u1Jf/hJvX5tWNthr3y4Lu/Nj9a2TSnzc+JRrU+k1q6sTi4ADtyzd2HBvOWNNYtXN8UTST2tpCD2jwUrGhdj7od7nH901x/86YlPrsnPkatnNfT7+qqVjRMiwpA+nfJuW7wmcQQWu/UN4LY1TYVXXv7u6TOBx7ftx+M4Xzh+icUBZlMQysduozYPIixIrarTRWQe5lK7MdKY8AD7IX6oxfZdscHes6ZfiNLsLtySOar6fnj9DtBLRIowd5Rx4XhoXjh8f8zVF+ya/C68FuCXInJI6F9Xml2aNsQD2Ez6zzERlYnVOhL4mohcFt7nYfEiH35GfY4D2+c+bkl2ptqjgPexwXNf7L58WVXXZe1zOLaUylvhnsvHPEU23MDG79PDgG8BqGoKWCsibVpUcRDwz7B9qYi8iAmddcCbqjpnA003AU+F11OARlVNiMgUzJMF7B7eXUQyLrql2ERNE/CWqi4O5zALewZk6sqEW+yPiTuw+Mb/WoWAcaHPYBNDj2CxaGcD64slK8UmpfrRnDQrw/Oqujb0ZRomtNtj7pnLQ/n9fPYzGUy8Dcz6LErCZwTwZNY1ivK/169XVh33Z70eLCI3YO6WRcDTrejDFwYXTzso111+5JJN2P3Pz123x2mPv7iw6uanFh20a9f8uqhwQXlpzt9PPahcP5hbnb94TdMRu3YtePvZSWvmAbeeckCHikQy/cPdYq+8l7dOSmcndx9/2Yk9jnxn1rqXFyxvKp6zrH7P3YoL2p19eOeO909c+lx9U3JBRBjUtjg2LD8nUjmgW8HyKfOqc8rb516fE5P7lq5NrFy4KlHZrX1j12XrklPiUdGPFte/06E0fnQkIktW1SRLnn1/9ZXAGUfs0aYgkUxP2qtvUcmzk9ZMHNqnuO3zk9bsXp/Q54b2LnqpY2l8/oIVjXu3K4pN2bVb/if/fm35Ly49sWvOk++s/l77kvjDz09e0z6tdJo4vXpwasKok6Ijxj6Mre20BLgoOmJsDnAOdmM7zs5Cj00s3yxEpA82s7yxwVGS//V82Jg1qmVWIwGmqur+LdrtDjwW3t6O/YA3Zu2SwgZtEWBNmAFvLadjCXL2DoOEuZ/RZ1T1ExFZKSK7Y7O/38vq/8mqOmMT2necDNviPp4KbEqs3p40i/2zgBvVso99LCJzMKvUm1n7C2Zp+b9NaGNz7tPWsrGJ54Q2Z1JLE54hqpqW5jgkwSxi/zPgF3M9zn7mpLPep2ndmPu/fVPVBSKyVEQOA/al2QqVzfWYpWdkcLebkLWt5fNvS8b8EWC4qjZkFwYxlX2NWl6/7Dazr/udwImqOkksacWILejb54677e0EpCaMWgvcURiX8Ufv1ebPXdrk1p5yYIf7+nUuuO/92TUzzzmya85J+3VY/v1jugw9+4hO7R+9cvBvDxtSOionJksiXY4sXhPb5bxLhzzT89sn7z343gnLnp+5qC567pGdJ114XNd4SWGs4aCBZUU9OxSMOnbvdpx7VOe6WE1tusuMj7r+8IQe1x8/rP2UaCTS99sVneoPH1L20aGD2jwyfNdi+nbKWzxy/3anXnx8Vz3t4A4Dvnloh+rTR5SfuE/foukPvrYiZ+7ShoNufGihzl/ROGmPXkW59Qm95dBBJYv36VdUWpgXWTywW4e6q07tdfg7H1e327tP0YM3Pbwwsn/uI0svP7lHDBs47QZcHx0x9sfYQsE10RFjj4qOGFsJ7J+aMOrP2/EjcZztwfxNLN9kgj/+7cCt4Qf0ZcIPvoj0xwZ4M7AFsYcGP/7u2MAgQ4Tmgdwo4JUWzcwAOojI/qHeuIgMUtUFmUQL2bEbLQkz4nPEsnwhxh5h8+s0u/adlnVYKbAsCKcKbAYXzK2neCOX5H7gJ0Cpqk4OZU8DFwW3P0Rkz40c7zgt2Rb38QtAroicmykQkd1F5OCWO4YB+u8IFuXQ7uFhWzlmGZ7d4rDngVNEpGPYr62I9GQjfMZ9+jxwfiiPimX8a3kvvoy5qkXDc+kQ/lfQbQlPA+dnxfP030TX21dpfr6cHvq6If6KWeCzLVLZlGJhFGCZhT+LN4BDRaRd6H/lBvZreT2fodntEBEZ2oq2NkYxsDj0YX2i8AuNi6edhIpDBqWvu/zIxZd8tXuvffsXr+vaNlfjcZGv7dvulKv/OeepDxbUTXv87VVze7TPrb//lWUfzF/RGG1XHI0etFvpXrv17tQ21u87iav+9PJDN5ze+4ST9u/QebfuRR+m0yQemLj0n4cMLCvo2ja3oKww1rVPef6jXXq3ffi9Tr3af7iw7tKOpbF+5x/Teb89ehVeJELBvS8uPearwzrccPDAsl5Pvb2ydsYndQV3Vy29f8maRHG/TgVLj9qzzYFlhdE/9O6Ut7CsINptwfLG37Ypih9QmBuZ0LlN7iHT5tX2jEflkOtGddn92fdXTYtEIk2NSa0/6/DO/9r/6AsnpdLcfeig0oGlBdHhWLzFMZhP9jcw/9/xQM/oiLGXb79Pw3G2C1dgC1pnUxfKt4T8EFQ8FXgO+5G9Nmy7DYgEd477gTNVtRGYiK3bNg3z9383q75aYF+xxAuH0RxnAICqNmHi6tciMglzGdrUrFCnA98Jx08FMkkbLgF+JCKTgV1oTsxzH7BPOI9vYXEGqOpKYKJYUPpv19POv7FB0gNZZddjrjWTwzW7fhP77uzcbPX7OEx0jASOEJFZ4Xv5KyzpElgihvdE5EPsu3xLVjry64EDwr3xPPBTVV3Rov5pwFXAM+HeehbL3PtZbOg+/QFQEdp8Bxi4nntxPJZxeBImDn+iqpvisbMx/oo9u94Nz6kxbJpV5yLgrHAtzgjnsyEexdzaNpT+/TfAr0Tkvdb0IbgUXoMl4ZrIht2FHwNGhmf7wViCkH3EklxMo9mSvrn8DBNyEwnP0x0JX+dpJ6LqpaltgU5HXD2JG7/Z+5v79C+ZU9eYOuMPjy7of8jAspUDuxcmnn1/1R0j92//01mLG+Kd2+Q8lpsTSaXS2jR7SX3b255cNPak4R36D9+1pKm0MHbhmtpEu7LC+PKa+lT+1Dlrl/XpWtQvIkyLRiWVSumeNfWpx1U4ubExNaO8be7K5yat3vWwIWWFBbnRF5+fvHL/jiW563bpUvDBktWN+T075l9SkBv97ugnF+5X05BuH4G//fDE7kMiIrFV1YlH7ntx6YmlBdGchauauufGI2Nr61PHXXR8l5yrx8579IrKHm9Nm1971usfrYsN7V18+aJVjb8658gur3z31um7zl3W+EhqwqhXoiPG9sOCyt/DHnp5qQmj7t/oBXOcLxkhOcQvMQvQfOCK6y4/8vOKk/jCEzI+1auqishpwDdU1bPhOV8oQnKI/7mPV+3/mt/HX0JEZB8sUcOnrIDO9sPF005E1UtTy4HzKw4ZdM1D/3n/2LrG9Ild2+WuBg647T8L/nnifh327tIu7xbgnIUrGivX1iXiPTvmvbFkddPwjiXxx0sK42ng6jufX/LymYd3yscWsM17f051aYd1q9d1GNi1LiLSY8IHa2qOGNp2KjYL0jWZTHdcU5tcmxOPlOZEqc7Ljd2VTKXPikUjM1R115sfnR87Yo928SG9iib96+Vl88pL40MaEumGNkXRum7t82b9+B+zZp97VJeDfzFu/gO/+Xafd2NRxubnRI/v16Xgx8CyeyYsGdW7Y96j9U3pQuDQzm1zlhbkRGf+/tGFH0y998TfAURHjP0ZZt6eg7kYfDs1YVT15/8pOI7zRSXMsN6KxTSsAc5W1Y+3a6ccx9kpEZHLMffE01W1pfuysx1x8bQTUvXS1DZHXTNpj6K8aPyeH+52eDKte5Tkx+qwFJs5wIT6xtR+OfHInJXVTd3aFcVzF61qyotFWdOuOKcsJx5pArpj4qkeiM1aXJfTs2NeMhaNfIL5Ox+JLXBb2pRIdUyk0itU6VKUH2984u0VqeP2af8RNmtWAEyqb0wOzc+NPTZ9QU1JeZtcWbamsdfi1YmFe1TP737Oy7G919Qm97361B4/+fn5Bx372NOTBxTlR9tiJv02T7+78v2p82vP+NGJPR5cvq6pY0NT+rgVaxPf2rNv8WnAzysOGbQsOmLs/diK6XcBh6YmjPr953vVHcdxHMdxnB0dF087GVUvTS0FDrn50QUF+/YvebFdUfxMiTCyf5eCcmwtk1VAJ6ANZqUZiGVSqU6ntW0kIhEsOLEdkABKwv86bLa2KJFKx6MikUhENJ1OS1NSG/NyokubkukeiWT6w3SaRHFBrE86rXXVDUl94JXlq885ssubwFemzq9JR4Sm3boX3d2USO8HFKZU78zPiU6dt6xh3N+eWzzsulG9hwD7YetKHJNMpUtmLqqfvVv3wjdD+ZRkSlOxqCSBcRWHDKqOjhjbHgtQrAWOSU0Yddfnc8Udx3Ecx3GcLwueqnwnIjpi7AXPXbfH/sCHQ3sXnXrAgNKfYUGI07HUovMwMZQHJGcuqhvcr308jdBAPF4ciUguJqQ6Y+mDC8P/NJarPwrUqmocIQESUSAWkTjQNScW0ZxYJLOwXmMkIm0Kc6PLh+1SPAlzqasa1KOoXUNj8nBgZE48sqSmPtl39tL6/N17FTf07Jj3vVtq3r1wfl33Dnk5kXY5schzFYcMurPqpak/3617YR9gFkAylf7V7CUNy29/atEqhQf/YBaqicD81IRRKcz65OxgzLvqlhJgH+w7+A6W7vpHPW+4+DdZ+3QHFva84WKfFXIcx3EcZ6vj4mnn4q/YGgB7jxjS5l5sle1LsbSZCvQGnsRWuO7fr0vBaqAtluklja3bUoJ9bzLrtDQBH4S6AApyYtEElk1qeTQSmU+E3cPxccy61YBZgRbEopH3dumcD5ZGdAmwNi83diWWyeXjRauacnMinDNvWf0xE6eve2dV1/36/mj53Qc8s25kasSQNrthqUeT6bSeHIlIOdAUi0ZmtymOVR8yqPQ/Jw7vMLK6PtkNc9lbHh0xNhZSt3+hiI4Yuz+wMjVh1Efbuy9fJOZddUtvYFXPGy5ei6VhPQyzij6KrTWSM++qW36IfbcGAzOBVfOuuuV2bIHBvwD9e95w8YYyFTmO4ziO47QaF087Ec9dt8fXMfF0FLbS9STMTW8gthZSJyyZwmPYauA0JpKR3HgsEvbLLAqZxoRTPel0lGRqj+ok8XgsmszLiTyFrUSdxNL8ZoRXPaqzsAU0FwFdMAtWQ1F+7A1M3LTFLGGdgbeA6vYlsaKV1eT17Jg/Y8maxIH9OufV1XT59uOx2po4cFzVS1MvBW6e+OHaZQcPKvsXlpp0378/u7jhRyd0PxHokkxpGfAvbJG4y6Mjxv7uCyigpmDujzs18666pQyI97zh4uWhqBu2BtD9mMCOYe6hJ2HWzluAXZNpLo5FWISlrJ6LrS5fAhwNdJ131S0vYIs5DsPWJ3kNaOx5w8X/s+Cf4ziO4zjOxvCYpy85H4y4QIDY8uu+PxK4A3gCEyf1wAqgAzY4XYgtbgcmdjKrUWcsRmnMOpUAchsSqWhePLoEKCOVjtck0vFoRDQ/J1qLWajKgRpSqfpITX2X2JIVa5NtS/PShXlJCvJTWIxUGZbRqjsmtCT819CfvkAVJvbygKXJVDoRi0aWAZdji7tVYEJLMcG3GrOkzcDWdnohldK9/vbc4g4jhpQ+dOnfZ0+ob0ovSE0Y1XKdjC8Ul19w2m2P1p3Q9N2DOt7wo+8cvmLeVbfIzuCKNu+qW57H1p0owtbIeRNbkPEXmLD/IXBTeD0TOBDYN51mbSTCLGxtjx9j60fcgQny3tjaPDcDJ2IuogswS+cvsTU26oG1PW+4eH1r9TgbQUQ6Ydd2GHY/L8XWS2rCPsvp2P1bDdymqne2OH4YJmZPU9V/b6M+lgGjVPW2zTh2LrBPy7VrtkKf1luviFyhqr/cmm2tp+0u2Fo9p4TFLruo6n/Ctq9h6+bcuJXbrFHVoq1Z5+eNiFxJ86KiQ7BJL4C/q+ot26dXjuN83rh4+pLzwYgLdk3n5/ZZ+X/fKQQ6YovGzsFESgMmimZglqIbsYFlIdBIOt2WSKQeE1E52KBoKdCuMZnumBuLvIBl1UuEv7mhjQRmqdqNpkSEVHKxSKRa83KvA74LHAz8IpFM/Swei67GFrDb/ZMVDZ07t81ZHYlE5mDCaSLwdWyQuwZbSHMSMOPU307d9/4fDzoSE3krMTeuPtgP2jDM0tQJi+P6bjgujg3S3gCoOGTQ+K13pbcOZe+/KJG0nnnrPa/Hn9x7+FUHlbVp3z2v3dSu0978ZI+LTzpxe/dvWxDilPbvecPFD4T3fwCWE4/tH2lfekf3C05/NMQ7dcfcQ6dhC0K2Bf4PW3yxALNSrcNWf98d+7yXYIs6HoeJrUHY928WlhWyN+ZCWoQlQbkDm1S4s+cNFzdu+7PfsRERwSYr7lLV20PZHpjVbwHwuKoODuV9gIeAP2YW2BSRKLZgZgM2AN1W4qlXdl9abIupanIjx87l8xVP6xUZ4VqLqqa3cj/ODP24cGvWu552vtDi6bO+B+vZ/wt9PpuKiCjwe1W9NLy/DChS1WtE5BqgRlV/JyJ5mHdKDfb8LMImYeeEqr6vqq9m1VujqkUtBPuZbMF3TkRuBh5S1ZdEJI4t1HsyNkHTCFynqk+GeyyzJEkUe/7coKoNoZ4UzQJ4vqp+LZQLcAMmlFPA6E0RxyJyO3CPqk4M1/G72DMuAfxJVe8WkQnYRHYjNr56DrhKVdeEa/wSkIuNv/6tqj9vZdvHA/uq6tWt7a+z6bjb3pec5dd9fxkmjK7ABpYvYzeqAr2wZAovYKKoPSZSosAdsnzND7Q4bxEFBd0wS1EcEzXJOUvqZUC3wqNCPdVhW7slq5vaR0Q/6FiW2x9IkxOfDfHuagH+f8cW9FsEFMRj0Sbswbs/0L5DaXx8JBI5CXMJPBq4EJifTuvzkYicjT14+gDv3v/jQX0xq8HFWKwLwFhgBLZOS1ug9om3V7bt1TEvNqhH4WCaY7POB+ZWvTS1F2Yh+3nFIYO+EAPlNUMP1bL3XxzfMTcl93xzxF8y5f+B2B7bs2PbkJ43XLwAG2hnuJzceEWkvO09sY5tloayUuyzPxX70Y5j35OjgGFpkURE9WXsR/xo7LsyE7NGrgXex77vv8CE1S3APzFLVHvgPux7WIlZovbHXFy/VFS9NPVTi2tWHDJoSxbXrAASGeEEoKqT4L+Chazy2SLyI8xymIlBuwh4EJvwWC8i8i3gMuxZM1lVzxCRDsDt4TwALgkDlWtCWZ/w/+Yw6LkR6Csi72Ni7QlswLUaS5bTX0QexgR6Hibw/nv/baBfo0O/88ka3IQB213AV7HvaaWqTheRdth3ris2iSPrqfNGID/0cypwJTYZ8Ab2XT42rP2yKe0eCvwxNKGY+2s74HHseXhdaPMg4Feh3n1U9cLwGf4du0eWA2ep6nwRuRP7PdkHm6T6iar+W0SKgEewuMQ4Nhh8ZCPXsBfwFPA65nL7FvbduBabiDtdVd8UkULM3XZwqPcaVX0kDMJPxCb8+mFW6hzgDGxQeqyqrgrWtduxSZZZ2Ppdq8MA9n3MzfexUF9/VU2ISAk26dZfVb9QLtW/n3brp+7jHw28cEsXyW0EThKRX21ookBEcrD79R1VvTyUjQAuU9XjN1a5qi4CTtnCPhLuo+Gqekkouh4TIYNVtVFEyoFDsw6pUNUV4bv5F2AM8O2wrV5Vh66nmTOxZ8EAVU2LSMf19ONO4E5VnbCe44cDF4jI94CvYGJmXfhOjcza73RVfTtc119h986h2GdxmKrWBHH4iog8qaqvt+jDXFXt1aLtJ4DrReRGVf1Ce9jsyES2dwecbc4o7EenF9AT+8EWbJB4FCZqOmKB+AnsR3UecKyWt11GQcFUTDi9i4mkAmBVYV40kyxiGel0AamkAmWd2uQkO5blDgSaSKZqaE4wMQIQ0loSnzG3J5YQIheoJZXOkTmLanLi0X2wWf/VQNWKdU1HAROXrGn8JnAPNuAoZV1tp4dfX1a/ti7569CfGZj14JuYm1AS+yHtcNw+7fYc1KPwpXBuizHXxDVYnNeV2A/vrKqXpn53q13xLWTN0EPXHHHjlauzy449olurZ0R3ZBY//MyZOfsMiOQM6btbJC/nX8DgeVfdMpZ49GpM9K4FdsPWEDsIE/8fr+vUo01KIgdga5XNxb7rybBfe2xCYDCWqv4mbCC4jGa3sgbs+zgBOAHY6EBgRyQIpztofg70BO4I5ZvLYOwZ0lrexcQKItIVG0iM3tDOIjIIsywepqp7YMIWTAz8QVWHYTPOf806bAD2bNsX+HkYfFwOzFLVoar647DfXsAPVLV/eH+2qu6NCYKLwyBtY1ypqvtgYvxQEdk9a9sKVd0rnNtloeznwCuqOghzL+1BC8KAtD708/RQ3A9zdxykqvM2o93LgAvCIPFgzEU1014TcDVwf2jz/hZd+hNmVdwdm2DInn3vjN2Dx2PiFOw+Ghn6UAHcFGbxN8Yu2D05IPyNCvVehk36gT2rX1DVfUO9vw2CCuw7eBImKH8B1KnqntjvxbfCPncDPw3nMQX7LDLkqOo+qnotdv8fF8pPw6wbX0Th9Kn7OJRvCUlMXPxwA9tjWOzpzIxw2hREpJeIfLCe8uNE5DURaS8iR4bX74rIuCB4WnIyJrgRkQLgHOAiVW0EUNWlqvpAy4NUtQYbd5woIm0/o7vnY9ardDh22Sac527AR6qawr6/56vqulDPOlX9VLbfcB/+BOghInuoURM2x8Nfq9zE1NzJJvAl/A37IuHi6cvPi8CPMNeaxdisxFBMJJViiSJeDq8fwtyc2ixZ3Thn3rL6/PrG1BGYVepZ7Mf+MaC6OD+WeGXamow4ykfIwUTPfMwyUER1TS2qbbCbfgGQICK1iV17rcLETCNQRjSSr727RDEXgMyDgoLcSAOQ16Vt3jNYZrUKUqldouuqjzxs97ZFpfmRqbkNM18LfeiJzYB2xQZSl2KD44+wH4UHsNnQpeEazAjttw3nfnLVS1MP2WpX3dlc7u984pH1TW9Pj0RKCm/GLJPrSOvu4XUpZlFqD3y4smvfcqC8bPG8hVFNF2IJQ9pgP1pLsMHFn7HZ6AOxQdPfgP9Ut+l4RUNBce9I25I6opFTsPXLdgEu63nDxZfx5eOX2GRDNgWh/PMieyB9Mzag3Zgb2mHAuMxMuKquCuVHALcGC82jQEnWQOsJVW0Mx2TiL9fHm6o6J+v9xSIyCbOCdMdEy8b4uoi8C7yHuYMOzNr2UPj/DjZxBWbxuTecxxPY87I1zGsx47yp7U4Efi8iFwNlm+KahllgMxaNezBRk+FhVU2r6jSar7EAvxSRyZgbUlc2fP0zzFHVKeF7MBV4PgwAp2Sdw5HA5eHznoBZBzPis0pVq1V1OTa58lgonwL0EpHScN4vhvK7sM8iQ7Zg/CuWWIbw/4uYpXNb3sd/Bk4P16wlPwGasiw+W4yIjMQmNo4NRVcBRwTx/TY2dmnJgTRP2OyCuduta017Yb85NN/beSLytoi8LiInZu3aFzg1bHtSRD7rWZDNMcBTwcpUrKqzW9m3FGbpzEwuRcP3fRnwrKq+sQl9eBubKHG2Ee629yWk6qWpg7Efl+9iP9AvYrOp/bAHR1dsMPk4Zonpis1UPodZcCJrapODq6asWXfW4Z1LMWvQD7GZvBXAuniUXQ4aWGYZ9yKR2RDpi4kXsDgqaFPaEbPylNOU7JAze2FT04Be9SST7YnFMokgYhFNlaQlKum0zqp+7r2cD7r3bXfgbqXJgtzYAExI1WEPyaeIRpelunVKlcBA0vVv5DYtPKwxr98r0XmLu6W6l79GJHIYJsJOwsRRG2zGtPfClQ0HNjYk+/QtlVkUFVZj7iiHYDOoMeDyqpem9qk4ZNCdW/cTcVpL09vTk5x4JDn7DLgHyGt6e/q+QA9S6R7YQKYXZhl6HehXtnjufcDXgNtSyPmCPhIxS2pH7Pv6JjZIPxf78V+Cza5OLF69rBHokGqQZDKa8594qrEX8MueN1y8VWNKvkB8ytLxGeWtYSqb5oqzJ2btA3sm/SsYJtpjLmlJVX24FfVEMNed/8mWGOrKdsHNJL5ZH7VZx43ABNn+qloX3Lny1n8YiEhvzDIyLLh/3dli/0wfNtZ+a8nu5ya3q6o3isgT2AB1oogchVmItpTs65wRxadjrrN7B9e3uWzkOq6nnnTW+zTN106Ak1V1RvaBIrJfK4/fGP+9vsH1s1f4PkRV9VOWki8A2+I+BkxciMjdmDt8fYvNrwAHiEh/Vd0aS2ochj0DjgztHo9NBEwM93EO9gxvSWfMc2BzyZ7A6amqn4jFY74gIlNUdRbmhdCgqvuIyEnYWOHgcO/8OhzbAzhIRGqARlXdL5QfRbMA3+y+BTE1VCzZzXgRGayqH4jInzEBCdAlCCywSaZfhNfLsIzGzjbCLU9fMqpemhrFstjVYDOTu2PubHnABcA1YdtbmC9uL8IMz9T51f9IJNNDgPYDuhVOOfPwTsV5OZE52MxhPPxP/uP5xft8vLi+BvsBHh/qpimRqsesTFHMj7yajBteLFqcLG9bCwyOz1xQiPnlC6A5mqjFhFyXoiHdO+zeq7AMy7ZXD7ShKZEklUphPvF7Yj/OrxLJ33NRzsFtm5LpXVId2/QgEjkZaHrk9eV9MEvUR5hwOgDYvVu7POnbLvZH8vLysIdLFBOTudgPQ3Hoh7P9OH/Bn+65Ib2m5oKmt6e3pyj/MuKx9kSlhlj0MKA/NjDsAyyJRrQYUOLRsskNeYn64ranEo8djWXj+zoRGY4lFDkayKU4/3cU5sWBWxTi6zp0vVV793imrrTd0ERO3lsNBcVHbKfz/jyYv4nlreEFIFdEzs0UiMjuIvKpWc8Q3/I7zBUMVe2tqr2Cz/6/sUDzh9dTf2XGhS7L3eYZLF4qU/fQz+hnNXZ/b4hSYHUQTgOwmIWNUYINuteGGItjPmN/sADwUaG/x2ATO+sjEVwNt0q7ItI3WHZ+jT33B7TYZWPX5lXMfQ1MGL38Gc2VAsuCcKrAnsNbg6eBizIugCKyZ2sPVNW1wOqs7+QZ2ITihrgbs7Z9Ea1OsG3u42xuBr6DxZFl8xKWRfNJEem8vgNFpLuIvB/+vvcZ7czCvncZt1nBLCxDw99AVf3Oeo6rp1mQf4y5upV81kmF/hVjY56PAFT1k/B/NmbRzHyvFtJsxR2PjaNQ1acz/cMs3t8N7/cL9RdgVs5FwcpVE4RZa/oWxRJefZhdrqprsKzDR4f3F2T1YVHW9fpF1mF5fFr8OlsRF09fThorDhk0Hft8O2Ezjo1YEOSNOdNmd8BuvLWYZaoL8NyuXQtz4rHIIuzHde/8nGg0kUz1bkqm2wIvUVufQPXQsw7v3Ld/14Lfv7+0NpoQvoL9QM6vT6RXYANbwX7kM2miS4hIXrpNSTtgVmK33smwTwSobojk5QFDIxGJFSxf3VQclxzMRcvWfopG+mJufsXYQyGGBTVPnbuwhvpHXplFft69mBhsLC6MHYn9ALZfV5e8euaiuulYhrZ68vLeIBa9FnPryw39LMFmcq4HHqx6aWrO1v5AnA2z+OFnBi9++Jnd5t1we1spzu8aaVOya3L+kleAH0ph3iRpW9yRlK4gmbpVOrXtR0nBKqIoxfn55OWOlPycQlLpIwcWp8vyq1fNJCI3J6Oxj8iNP0V+bg9s8JcEDqK6/gWJRNPAmQKX5tSuy19d2L6idN3ya2fud+TvZu37lfu268XYtlyBWXGzqaM5rmSTCe5VI4EjRGSWiEzFAp+XhF36ish7IvIh5jp7i4ZMe62sfyoWx/JicKn7fdh0MbCPiEwWkWlYLMPG6lmJzWh/ICLrS0f/FBAL/bwRs2xurL5J2OTUdGygPbEVp3MtcEi4Riex4cHuX4DJIvKp7+JmtntJOO/J2HP0yRbbq4CBYcB7aottFwFnhWPPoDnmbEPch30uU7B4o+mt6F9ruB6bwJscrt/1m3j8t7E4qcmY2/p1G9n3PkzY/nMz+vl5sNXv42yCa+wDmIBque1BbALkqWARabl9QdZg/vaW21swD4tfujvENr4OHCgiuwCISKGI9F/PcR9iniioJUT4G/BHsaQLiEgHEalseVBw670NczddLSJtRCQ3bGuPjQGmhd0fxmLrwBI4tNbSVoHdTxl+Bfw5I+5EpEgsAU7LvsXDvgtUdXI4h7KwLR8b22zKvdQfS5DlbCM8VfmXkKqXprbDRNOrWHxIGotxmn7XC0v2PbpTOlI+sEsuFsd0ACYe5mJiohQzl38MRJPJdDcR8lRJRNLp2khObA52Y+akUunl0WgkglmyCjFRU4slkuhK+LED4svXNe7SrijeLmf63A+TA/vsglmt3sAGEMdj1rJaTBw1hvoSpFJ1RKMfYbNFz2Ap0HtjM8NraWh8SVKpflpYcHRo72fYw06AfyWS6XPrm9J/LymInYM9OHeLrF63Nt2m5EUsucAy7KFZEo4vqjhk0JfZ+vCFY/HDz1wKFGsq3U2bEqsi+blPJmbM2yXSse3XiUh9av7SpShHgr4oXdofp2kaWbQiSSp1Jznxs6S0YJmIrK1f0xgjFukVra9bmYzn1eY11k2X/NzC+KDeFza9O+PbpHUycGGkvE3v9Mrqh3pe8/1r5111i6zt239SyayPJgn8uecNF2900Lyjsw2y7TnOlwoROQU4QVXP2N592RDbItueZKVeD1bNOcBvtEWq8rD9Gszt7kjst3iD2fakOVV5L8JyAZKVqjxYEe/DvFF6Ym5xueHwq1T10Rb1HQycp6rfDO9zsLTiJ2HjilrgalV9WppTlWcma8cD16tqg4gcgGXeS4dtN6vq30KdZaFPPbDxzffCxEV2P+6kRbY9EbkVy4A5IbwXbN3B79C8pMtNqnqv/G+q8lwsbOJKtVTlu2OxedHQtwdU9VOCX9afbQ8ReRz4P1Wd0nKbs3Vw8fQlo+qlqV0wofQw9hBJYw+AfGBFOq3rahuT5cX58XXYjTsXC46uxuIOMvEeqwiuLMCkBSvqe3Vtm9szEomsAmpX1zSl5i5rXLJnn+LhNPuZ/xUL8KxLJtMFaVXNiUfrMbepbpglqZTgTxz6NwM4dN7y+nQ6TaJfsnqNNiWbUr27vEUyeWj+S++k6w/bbyompj7BZrQTmHk7pksWLaGwqIcUl3wjVtZwWPzVGV9JxsrmJfr3XIfFYpwJnLF4deMrl/1jVvl9Pxr4XMELb55fd9i+mRTFP8dSrz4G/KbikEH/9X93Ph8WP/xMSXLJqqOi7Yp/JvH4YqCjJlP3pRqbLowV5v8K+CBV3/jTSE7s+dS62l9KLEakMO/fwKSmBSsukkTD6miHttHUynVzpGv5vxtnLDguJzdyIOn0dVKUf0WsS/t4csaCn0th3kjycmqJxz4kL+e7kUTyzq7fPulnAPOuuiWv5w0Xb404EMdxdlBE5E+YK+SxWymux9kGiMgrwPHBpe0Lg1gil/10O2ZoDMJ3rKoevr36sDPg4ulLRtVLUw/GfGPfxFxcCjDrUyfMehPBFgfthfn1dg+H1mNm9O5Y3FIMcwVoiyV9KKN5rafkynWJG/JyImcU5kVrMRGSEUZxoGTZ2sZ38mPSvbgwByzr0QjS6Sj1jVCYX4etETIHE3qd6ptSqsrsgpxIPap7E/mvR+nS0M8EsDI2f/HtyR6d78Zmg57Nf/LloR/26fe36ryiuUN6Fn09sqZ6r4JX3jv5jd33unRQj6LHk6n092PRyBDR1Lu1TdQW5EbTWFzTxaH+G8I1mlpxyKCt5TPubIR5V91yRM8bLn4uvO4dH7rL0ema+m/UJaIDCjsUjI7A+enGRFlddVMkVhh/LScqeyZnf3JXvH/P05ILl9amGpNzpXvnPtHc2FuJVdVHqMpD+e0K9k0uXpUklSqjpm4fRCZGenUqSs365KGavv1zS9PVvdIr1u4VbV82U6KR8cSixySnz/9ajyvPW7OdL4fjOI6zCYREIfWqOnl79+WLhogMw9bee3979+XLjIunLxlVL00dhK0B8Sxm8j0cWxcnh+Z4pARm/YlisSAatgvNJuy6sH8hZlUSmq1TS+ONCwtTkbxV6Xj71ViQ5VuYG9zKUH8HLDV6byw4NxcTcBHMCrYqvC4nlcoB8olGV2Fue6tDmx3JpNxNp38bW7FiVt6iuZfUDN33HSyAuBJos+i1mX0WtisvLy/LifbsmPctoOKJt1asOXBg6YhHXl9x8Nf2az+5Q742JaM5MzDf9w8wcVge2loD3OdZ9j4f5l11y+49b7h48oc33nV0Qbrx7ki7kgdJJBvoUHaipNLl0YK8BcCUFWvSJ5Qmq5fH25fWYfFuzwNd002JfSQnPrmG3N4Fybr2jRJ9L2f1mjVSmHeAII1a3/iu5OcWpfJyVzVG8t5ORuKHlaWqP2pEekeS2iMeIxbqag9Udj7xyMZ5V90SB87vecPFrV5F3nEcx3GcnY//Z++8w6yozj/+OTO3bu8ssPS6sCAqoCtKEUTF3mI3KpqgoFGs0UQT4y8hUdGoGOy9t9hQEaSpK03awtLrUrfdrbfOnN8f72zYICoqYsl8nmefvXfulDP9fM/bXPH0C2PG7OWXItafw5AaHc21jPIRoRRCBEoq4Sh4jLl4vT0QoZSHCKkIIi5iWmuPUsrG6bgidUXqkRihatu2s9dtD9d1a5vcRCSag2nG8XoizjYUEvOUg4ioZotXAomL8gBxbDsJ8GAYWxHrlUYyALZCArnbJH34abemYwf9zVnnTUimmzXDBvd+fcaHX/SoenfeFTWdOpQXZqpEuGPbg1dsaWrXt2PKtPL1VbMLOmd38y1YPi7Wv/dcJCB0NSKitiKp2u8Gzhg2uPc1+/NcuHyZTX+4fyhSmHh7Zdsuw7O2rrcD/XucZIejo42g/0QgW2tdiyaubetww+P5yG6KHGokBfIjmDUmVtDGXG1DBw92rplIxCyPmTAbI1tV0L/FDkc+NZODF1mNkc52wkpYKSmVeDxmQMcbbGgdibEhyUc2EnTsQ1xNvwCKWp86cs8CoQBMmVb+u1EjCv55YI6Qi4uLi4uLy08ZVzz9gpgxe3kAycoyGEnlXIhYVg51ZtGISPICCdu2A/GETvh9pim/2QnAB0YIwLbtQNzSyu81a4DUcNSyGsNWbU6Grz0igBqddVYB27DtfhiGwraiGGYtu+tOVCGiyIOIJuX8mUjMU0fAxk74PFbVmoS3lY1klKpHRE6tamhar1OSNgZnzBtw9ebsD+48v9OxXo+RAJYlvzfHaOrf62CdkbrMDNUHq1PT/7Hu47Kzj4pXrI23yxv4um71+bC1y87Upw7+e8Bn4DWN451jMxV4atjg3t+nZoTLPrDpD/enA3ch6WD/jGRZGgYUYahKs32rP+m6pjNVevKpuzxZo/LM+m3VGW1+m1W99SFl2elGZmqGJdeRBaSZ4ElAZQKjIIC9E7FsepFEJ012PLFNa92rIikvlJWoae2DqA3tbdR2DzqABApvXhXs1NujEw92iWzZ3vrUkXut7zRlWrk5akSB9YMfJBcXFxcXF5efPG6q8l8WUSS+SSNWpK1AIfHEdkTo7GC3cLETttY7a2PNbnZRMLyNaI3EN3kNw/D7veYOxApk+L0qKSXJjDrrNxBXquYMe4diGHGgHrQHsTQlnDY1Z5NJEE8E2V2UMIbES8WBCtOqqTOtht5O+1ojWfBeBe5Mmr2wECgODxtY/fdfd2nn9RhtcVwLG084qlC3ys7D72trtcp+ND3Jc/uQ8PZnrNY5Rqx/UfqArmn/Dvxq6ORz7l6RWLy+4XjEanU/YLjC6YBRh1SPN5Ain+chhQSHeXt33q7jiQdUWnJfMzt9TmbF5ueNgH9RzPAOMtOSpxmZqSnANhMyTfCgtRdY74EyXzRSBaRZVaGt283shRYcpKF12Je8HZ/301aJmo0+mGPBp7u82U/GlTdeXx3+HGiymyJbmszgW3We1Kpm4bTpD/enTplWnjdlWvl/imu6wsnFxcXFxcWlGVc8/YIYNri3duo73YKIg+5ARfCzJVuIxbYhlp4FSHKIOp/HbGyfG8xARvMDQCRSZ1XH4lYUSdRgO9OHA0HDMMyAz2zvzJ9w5jERy1EgYdnpQDaGx4vUkAojrlHZiIDahtezA6lX0FxLyXbWkWF5c41ooEvM+X4YcItn1caYZ9P2+xpHHfUx8KxesDLN2fYSIDvt+fc6Z//t8QnAIYi1KhU4u/6skUsjh/d9BTi910PPXOgxjS/e+2PftMravJVVdcYxiBviU/vx8Lt8DR3uvFp3uPPqXR3uvPq5Dnde/VaHO6++GYmVO63N2Sfcr6vrHqqM+ALlvlZzOl1/yW/iHu+2VrHK43Q80WOnmdFoy3USAsLRXfWmpXUWUGf4fboe/0YzO4PWVlVObcyzJaqVxxMJt7NrG7cqcdEM25iV2/2tPl6V1KmxIqX1Z8Aka1vloN4z3xjQe+Yb0RZNPcmMR29hdyIVl29AKZWvlHrJqfO0UCk1RSnVXSnVUSkVbq7zpJSa56Qo3nP5AUqphJMi+tts9yxnvTOc7y86dZ+u/ZbryVBKXfltlnEBpdTFTmrmPacPddJAu/yM+K73sVIqXSn1jlJqiVJquVLqku/RhuuVUiudmmPzm2siKaVmKqVWOff3SqXUgy3rTCmlnlBK7VJKle6xviyl1EdKqTXO/0xn+inOuhYrpRYopY78Dm2d5Cy/wjk+zcWBv9VzzOXnieebZ3H5uTFscO/EjNnLm9OPV4eHHPqSEYzfiJ0osaOenohwaYUIkC7sFjIqI8WTZhpGDLHqNCIWrGbrUQRJ9qCcz8mIFSoZaPSYRjKwHG23RydStOGtmRuflzGoqgtWfo6NdIBTgYGIsEo40zzOX8Bpkw9JKHGEMo2yeG7m+ySs/mZFjf36iqb5w3olstKTPG8DU7H0X6t+PzoTSR6RgmTSa4vUnvAABdW3Xt4J+BWwbkifyOtJfjKHDe7dxJcLDbocQDrcebVGMjFSetiJOUgNjjIArcyqSOn6BYHs5L7eDH+ZvXXrfKNL24usuob6pFZpMxNNsZyalMyz0u3GmwLExzUYwRUpdviJuOG/Maz0Vm+4Zk19k+eF1IzA+yk6MqtR+cLdmjY80qAC0YbU1GMXedvMPLgrM7Rl3alM8+kp08rzu4Y3Xpvav+ef21hVOX2OH7gBYMq0cgOxgo5CLKUaiSE0gYdHjShomDKtPAAMRVwSC0eNKFh0QA/kj4hTx+RN4Gmt9TnOtIOQ58sWYJ3W+mBnemfgDaWUai6Uq5QykbouU7/D5kcDl2utP1FK5QMDtNZdv8N6MoArkTpw+4RSyqO1TnyHbf3g/ATaNhTJhvrZ/l6xUsrUWruW4P3M97yPxwIrtNYnKaVygVVKqee11rEW678Y6Ki1/tPXtGEMEnYwUGtdp6Sw7GktZjlfa73Aqev0N+AtpKYjyEDog8Aze6z2ZmC61nqCUupm5/tNyODp21pr7dRUegXxgmnZnq9ts9Z6rDNfR6R+Vb+v2jeXXx6u5emXy1zEVeoj4C922Lvdjnp2IIJqC9IJbIMIoZ2IkLAd4ZRABIgfqQNVh4ilDMSiZCOCyXT+SpxtxrCtRjRBhb1FoZIO59AIsM3ZXi5goLVGW1XONpOc9S9BOtJBZ9pi4onTrIzUw1RtQ7qKxhLpK8ranTmk9bVZTfUTAwuWXw/8puHY4h2qMXxScPrcPkkz5tcApyACrXzY4N6PDRvc+09I0goDiCb5qXCscy4/IXrPfKNP75lvzB41oiAC0PGUYX/Z2v0QVHrKpqyA9bSnS9u3tplZ71dmtXu31kxeaQa8l4fNwAW1ZuopO325Vdu92Yn1/rajW3kaS7cktVmuE7pDTddep6GM364OdrASytt3TaDDF/We1OcKojsa8qM7L9jmyW5SpnkpYllt2hAouHNRSq+Ucn9+HsCUaeVtkXjBcYiAmgrEO4c3HwKMAd6ZMq28FBgBXAj0AjpOmVZ+05Rp5f0c4fWTomz6rPPKps/aWDZ9lu38P+97rnIYkhZ3cvMErfUSrfWcPWfUWq9H6sBd3WLyVUidtV1ftQGl1AXOaPdipdTDSilTKXUbcCTwuFLqLuTctHXmOUop1UUp9YEzgj5HKdXTWVcrpdSbzij5EsdCMgHo4ix7lxLuUkqVKqWWKaXOdpYd6qzrbSTxzJ7tbHCWW66UmqaUGuiMmK9XSp3szGM688x3Rr5/22Lds5RSbznzT1BKne/s9zKlVBdnvo5KqY+dZacrpdo7059SSk1WSs0F/uGMtOc6vxlKqbXN31u0d6BSqkSJReEzpVQPZ/rFSqk3nOO3Rin1jxbLXKKUWq2Umoe4Ve95DDoi98a1Lc5FrlLqdWef5yulBjnz/kkp9bRzTDcppU5XSv3D2d8PlFJeZ76NSqm/K6mhc5ZS6nJnPUuc9SZ91bXzS6Vkw+fnlWz4fGPJhs9t5/+PeR9rIFUppZABzGqkD/FtuQW4Qmtd52ynTmv99F62HwNuBNorEXhorWc7292TU5Biszj/T3Xmb9C7A/6bB4FdXPYZ1/L0C2PG7OVnAO8jwfM3AJcC65DU3mMQi08bIEQ0Zhi7qhN2u/w2QCW746QWA5lAP6S47QSkA9mECKflznTT2U47JG7JRKmOaB03tWqVgGV4PZut/JzD2J0gYjnoLkrbSiszG2iktn6zZ/OOaYk+3YoQi9FfgEuIxe8E1dOMx6cnkoMZDW3aHpJomzcJj9nb9vvfBjbbrbL7qsZwkpWZtjjerf1wZPR4HLB89kszj82a/Oqn3HHlY0DdsMG93QfkT5QOd159757TgvXVmWvadn+6Z3jjBuCaAPFnq4yMf2bFtr0e8qadHbDj88t9edPyYxVZCUP1zvPVZyzzdAsGEtFT6lq3WxjXxllb/a1+lZGo+6i6yexLkuFvUEnDdursHMO2Do2agYsXBVotSE/UVXUJb8oo9+dnWcqz9fhj2v9hyrTyPyMJT6qRLJFfIPfF8vXB9l5klHYwIvbvQ6xSzyAjtfOAk4G/TZlWbgMlo0YU1PzQx/CbcITSo8jgBEAH4NGy6bMoHD7khe+42iKknMC+8gXOCK9Sqi0ysjwMGLC3mZVShcDZwCCtdVwp9RAyAn2HUupo4HpnNHoSLUZ/lVLTgTFa6zVKasI8BByNuDPP0lqfpsTqlYKMRhe1WPYM5Nl3EJIpdL5SarbTpEOceTfspbnJwMda6xuUUm8iNeSOQUT100is5WigVms9QCnlBz5VSjVb3Q5CEtk0X3OPaa0HKqV+h4jMa4AHEOvA00qpS539OdVZvgA4QmttKaVqgfORa3MEsERrvWd850rgKK11Qik1AvgrksgFZ/8PRjwOVikpHptAkr0cigyizUBcpf+D1nqjUmoy0KC1vts5ni8A9zoWwvbIu6jQWaQLcv57IYNwZ2itb3SO3wlIsXeAKq31Ic76srXWjzqf73SO6QN7OR+/SByh9KX7uGTD5xR3OvyA38eIxedtZJA0FThba73X5DtfhRIrU6ojzL4R5xpf4rRhydfM2kprvd35vAN5Pjdv8zTEgpWHXGsuLvuMK55+eXRHHiaNFRkcklWhq1TBAAC0YklEQVRndzJtIx0ZpV2AdPgaAR9ej9dul78Seel3RITVNuAIJBX5EuSl9uumqDUryW/uRKxWx6H1fNB9UMY0YvEApjkYAy/K0CjshKUXIGnA1wBhw05gG54YMANltNbKAKkD9TnpqUck+qR+ihTNvRdJJDCV5ODv7ORga13ve8a7dnNxrHPBcjzmucAanZrkQzoL8/wr1k81ausjsdTke5GH4D8Av52a9ACSfe03iOj7/Q932F32N1Xte9yGXJsK+Gea1XRmrZla12QGllZ6MjpGlfe+zET96ogZSEuxwzesUu1658ZqzvbY8U80VKfYYXx29Iht/lbT8bMCOAJlJEfM4Nomb6AXWr8LPB7B+8IWf2vdu2ntxYtSev1tyrTyZch12ApJcnEG0kEoQ67REYgVtTVQgQwK5CDXWApiyboD6SB2cPbh1QN13L6Gv7K7w9VMkjP9u3a6vi2qxef7gJu01rYMWu+V4Uhnfb4zT5CvsVIBKKVSkGfYqy3W63f+Hw1cBNIBA2qVEwfRgiOBF53fdyqlZiHirg6Y9xXCCURAf+B8XgZEHcG3DHm+AowE+qrdcRHpQDdn2fnNHT2l1Dp2uzIuQwQGSPmJ053PzyLPumZebeHS9gTi1nQfMoD25F7amw48rZTqhoy8e1v8Nl1rXeu0ZQVyHecAM5tFmFLqZeR9802MAHq1OBdpzjkCeL/FMTL57+PXscU6WpYRKHJEUwZyv324D234JfFTu4+PRQaWjkbE8EdKqTnI9TTdmScL8CmlTnW+X6i1XrYf2/CNOC56usX3N4E3lVKDkQHbEUqp7B+4zS6/EFzx9AtgxuzlhyNiZ86wwb3/5hTKPS3XCC9QfnO5DnurQGswNiGJGJxCtboEqf+0BfFR74XUcbKBOFYsF9NXD1geg2Oori0nK73Z1a4j6Ebgeu+2io+0adbbbbPKbFQEpbphevo76+wIVNmG5wVVU3uBzkzfCpxBLH6puaPyLKt9686Iz/QfjfrGh82tFd0zXpjyXs3lpx+bHpjzlL3cuDwabrXTu6PqqbqTh16o/b4IMgrbL+u+5xpqzz9hRGRA74cQkeRFOgFXeVdv7Bvv3vF3FXdcOXDY4N43HYDT4LL/qQUGLUrpVYGI+jVovTXkyzgZWB2wwmsrfNkL20W3L9gSaNsmN1Z1VJ0nJR41/Fa7yNY0he5Q60lrRDI/1iMiZkaTGcwL2NFtCYzzExjZUU/QArYvSul1MnA8MhI5EynubADliIUkhFhd65HR7iDizhpAOucxZHQziFgcOiGjuak/+JHaN9p/y+n7wnLg2wRIH4wT1wb0B15yOtU5wCilVEJr/e8W8yvE0vJtBj4MIPQDxSA0fs1v8RauQDZitcERh83vWgVcpbX+rw6/Umpo8/x7Ls/uuNB9bpvWeotSaqdjnRuIWKH25C/ADMcK1xG55ptp2RZrH7f/VRjA4VrrSMuJznlveYz2PH4tt9nyuD8FnKq1XqIkLmXo92jbz5Gf2n18CTDBOXdrlVIbgJ5a63mIBXNf4ofqlLi9dt4X65NjNe7Tog1fxU6lVGut9XalVGv2MvCitZ6tlOqslMrRWlfua5td/rf5yfnku+ydGbOX+/Y2PWPxrAAS31SLdPoANgGPGlGzp455XlZ+6xkjJfE50vm7BygF/ophNvsmv4x0TuuAN4DZwJuYvgbkpXWMz2uuIjU5BMwHmiIJ23hgyvY5wPHegrR/2G1zam3Du8ODpXx2LM7O6qrAwrKhaS+8Xwq8nv7su5FAXe26lFjF4OS3Zp6b8u6souDCsoeALdQ15HvWbu7jW7rmdN+aTSdEenVJ+JetaVeVe9aaxuyDPo/263m2WV27WScF5qiGpj8QjYWBYdXXXLDBys28DRllHgH0RSxrc7CZjmX1T3/8zd779US4/OBMmVbeZsq08rnIy7wPcDvizvkrlHoMeB44t02s4mWU6rUl0KYvMKfWTB0QNfypqYmGw0Oe9KRab/rGuK1SEUvCIGSk+gzgiIjhr07E7VrEsmEgbnb3I6P5tYiL62lI0HseIqSmAOciHdEEcr/YiGivR0RUEiLSuiH3zhogPGVa+b6M0P/QbP6W0/eFjwG/Uuo3zROUUn2VUkftOaPTQb8bx8VKa91Ja91Ra90ReA24cg/hBDIKfKZSKs9ZR5ZSqsPXNciJmdiglDrLWUY1x0Y467vCmW4qpdKRc9dS4M4BznZ+z0WeKfO+8UjsGx8CV7SI5+mulEr+Fst/BpzjfD7faetX8RjwHP9tkWpJOuKmDXDxPmx7LjBEKZXttP+sr5hvz+M5FRnwAkAp1W8ftvV1pALbnTbsTRT+0vlJ3cfOdoc7v7VCPE72yf1uD/4GTHJc+FBKpSgn294e2/c6827RWi/9hnW+jdSKxPn/lrOOrk6MFkqpQ5DBr6rv0GaX/1Fc8fQTIWPxrHF7mRYEuK1koX+lGb82Y/GsdgAzZi8vACgdOrZLhybr91sN6/Jhg3vPBU7s8sWcPqelVYaHDe69YcihB/912KA+nww97KB3am3f+40B3kXEzzWIW8RdiGveIc/5Gjchbm2bEBeleUhnsjnlbClezx1I/MG7Aa9pXDIk75g+K4e+lFk5+TDbME8BKjyfL18WU955GW9Om2VWVD9kpaeUAxUNQw4dHWuVl5724Yx2jaOOzG84aYhlpySd6dm8/dbAsjVFwTmL1kUP6akbTxqyvmHk4X+zTKM10C3Wp+vrWf965V2ztuGSrMmvrsv5x1Mpqf+eoYC7hw3uvSjnz5N7Z/3jKe+wwb3fRdwA84YN7v1+6pQ565Lf//T42tGn9Zsxe/nQ/X/GXPY3U6aVqynTyscjIuQWxJp6FDIiPgURUPcHrKZbAlY4Y32w/W+ASq8duzAzXjM1ZvoCQGdTJ3Y1mME0oA6vrznWKA153jU5689DqQi7M0fmIWLoPCRZylZkRHsoMrAwF3Hh+9z5fr3zP4bEH0xBEq8scrazAHEpOhqwRo0oWL3fD9i35xa+nGGyyZn+nXBGm09DXF7WKaWWIx2bHc4sXZST4hjJaHV/c6a9fVz/CuS4T1VKLUUS4LTeh0XPB0Y7cRHLkcBxgN8Bwxw3sYVAL611FRJ7VKok+cSbSJKZJUin8kat9Y4vbeG78RiSbOILJWmVH+bbWXWuAi5xjsWFzv58FW8j1+BXHe9/AH9TSi3alzY4LoV/QmKTPuWrR/3fAU5TTsIIJLFAfyVJLlYgAxPfhz8i9+OnSNzW/xo/tfv4L8ARzj01HXHFrfwOzfgXEkc337k35iCDU80871z3pcgAVfM9jVLqReS67KGUKldKjXZ+mgAco5RagwywTnCmnwGUKqUWA5OQOC03Jtpln1Hu9XLgeXxDmX90p8Ko8/n6m2p32R1Mb/UWK97pb+l5dzzXVPvE4ni07vxgavuDfcFPrqvdFTHhNwWm57xNVuLZG+Jpy/Mz/W9kl5YXBQOp/vc6B1of5PF/vDweDU6NNtWU24m3Q/2GRGfMXp6EuCE1bc1TFVG/auq8xQ4CJwIPDRvcu+Kip1/84JJOfV88La3ypTfrciYPG9z7khmzl49EHsQzb0wO1fy1Mb2LB7URSQN+OZCimiKvJk8t+e2AiePODk0Opm7pNvWkBtufoZdtPDWweNU83+YdcxM5GYtqrj7P5127+eqUt2cV1ow7p03+a/d9EbVbe2vOOuvVlKrPr4tEu9alvjVDa593ftMR/Q6N9evxr9RXPzreSgquDQ8+5KihJww4E6B06FijaOYk2/ncr2jmpMXO5wHAuqKZk6qd9Oythw3uPc/5Lb9o5qT91elx2Y9MmVbeAUlS0huJaXkWieu4HxEoa9gdD/IhYtG5BKhBOoRt2Z2dsQ1iCXoaGI22V6KMbGSEOgNJfV+HdDByEcvSuzmbVp5Q2b57BspQSMKTTcio6TzELaUEsdZmOJ/7IwkDwk57VjrrKkRG2zs5bVuPiLEFyEDF7cCuUSMKrtk/R++74ySN+Cvi4rMZuOV7JItw+QmjlOqPJGr4kvXA5eeNkzTiv+7j75EswsXF5Vviiqcfgcc3lF23IREb1NrwbPXAsE2J2Lo009M73TDvC9vW2A8jDeGjfMmWgs6mUot3aWuuDy7PUkZDSNuVs6Nh41g7GAT93lIVT96oEnNurE3dNDs1dkLnFH9tmmG2vql21xsJ2PFmXU4IMUk3AMXDBvd+f8bs5ZlA7bDBve2MxbO8oX5D4gAzZi/vMmxw73XO5yKg8bS0yoZQvyEVM2YvvwqxAByKuFJtyvv3Bw/1nnhdonTolRfWjD69j2qXMzer6vmYt3TT9uiM3HXIg/2C+icvXJx6ybPbbNM4xLDs+ypu/+2tSdPmdtI+b29sPT5l1oJDgfNjbfPet3IzvQPuu/qWLy79260d+01YlnV17dstj13Jhs+9wb99eGK/R25/c8/jOu/mh3O8W3accvDztz/+Q507l+/HlGnlPRFrz18QN8tsJOZOIVacIuRarUSSLAxDLA2TkNg4E0naoBBxVIAIrb5I3FshEkehkZHxTMStzkBG1/MQAfYe4sqXhwQGr0GCnZcjAqg9IohMZOT+dKTgLoiFyQcch2RqOwGJi8pH4kvmIRkog4j4Uoh4Oun7Hj8Xl31BSU2bK5DMhJ/82O1xcXFx+SXhJoz4EVgajxzV2fBUBAyjKaG17uj1FW1JxNfnmp7fzY1Hkg/xBlPyPJ75plKt66xEYZImo73pTYlonREEzxBfMCmK9rXz+jv1iRl9hhtJ58zIit3f1x8Ys9W2blmRiCV1SngW/6Up7fLT0io/D/Ub8tmM2csNnLSywwb3rqmdOjHz8Q1G4z3pecc/v2pZwyHl1Z+O+MvWRljSxZp53jqkc3jEm3U5zUJk0rDBvW1g2ZwXZwTTXni/A8OLXp73wWdveYcU3Jr6xvR3jXEnaMzkJE+o+tUouUuBdqDxPrFgetMRB/3Ru3Grx9hWOTxrwhNBMxpvbaUkLVfx+Gmxjm2Cvo3bjvZt3dWFrbt2ATQNPXSp0RRbs5fDlxP+/bF7q+fAwAm/rSwdOvaN/X7CXPYnze4mw5HMWgcjSUX+iLiIHIZ0+ryIy94UpKbI8YglqhERNUcjLh1VSAayJsTyk0AC3OsRK1IcSf3c3ZnHClbvSgpn5fVCW36UmYKIoVbOvCFEOFmIqx9I7FUp8rxszkr2MmL9uhZYhQi69xALV3vEejYIcf3ahONr7+JyINBaT2C3i5KLi4uLy37EtTwdYB7fUNYF8eEfBIQaLauwWttb2nm8i4FBHuJpMdtMMgxjC0DYSnQApeNoc0WkNtzNn4YC/9pELNbfn1S9JBZJ7Rn3bNtmWKu7JAU6L4w0dai0rZIt2pp6fCDZN7Gh5mOg11N2zoCqTOOpwy55sAzo/vcJI8YPbdXzKqDoiPW7YkBN0V+2hoAka+Z5G79uH0qHjvU3Ffe93j66Xx/f/BVN3i07HlJl5cWIu9KniDvBQCAP7DZgNNdh8AG+hqP7tw1+Xvpc05GH3Bg5sp+dNGPuqrQju3QqHD4kNmP28tHDBvf+WstR6dCxfYAK1yXv58mUaeU9EPe8KCJsdiJWneuRmmTtECvUc4hF52AktmM9Ym1KQ4ROHHGhy0TimEBcWNogrnYxxMrkRyxPASCCZcUwVNDQOsk2zG2mFUuzlRnShpmM+NLXOduob7HOfGf5B502no3ED/ZAhFMlYr2ai7gX7gDUqBEFT0+ZVp47akTBnjV2XFxcXFxcXH6GuJanA8+pSAdtFhBMNs2eHpvMbfGobuP1ZyXwNBmG0kBN1LYPspWq8oBvUVNT6mGmv9Y0jFxLows9fmVr3bqHxxsvI57b3eNtVxJtatpmxcIew8jpYHjmTGqoOezeROY9L/mazju1X++nAEqd9MpZWR2vHt2psAaYQyepV2gN33uDS4eOHY0EAdcVzZwUKZo5KfrZP9+Ymfr35w2VsNoDfa205KvNusY1BLzPEYlXNQ3q50/6dHG6kWqvTmqzPL1hVR8LmI+hpiZ9vvR2Kz0tHB3Qqy1wTGLIwb/HqovPmL28FfB6y20/vqEsF6gc3alQlw4de07RzEkvIXEm4f17WlwOIMmIteYJJOnCiUj64fdHjSjYNmVa+RgkicONyP2yFhFaJyMucR8gdZRyEOFlI+51Cujq/N+MuPQlIYJrK7ZtYCVS8Pq2AWm2wgZyLOWJIwVLMxDLUjIiuBqd7fZDkpFUIEHKlYjVycPuqva2s72+SJKVt0eNKHhkyrRyA/jTlGnlN4waUbBnkLeLi4uLi4vLzwzX8nSAeXxD2b8QC8zhyAj2cQnbxqOoQRnpSEexLWBuj8ftVNOo8UCBD2UaYCdAb7LiDZbWaV29Pj0nEtZtTDORogxfXOu6KNqzIh6tyzRMs68v+MVfGqp+Heo3pGKPNlwDNI7uVPhoy+lO2vNoqN+Q/7ooSoeOVcjof6Jo5qSlpUPHXoikf+4WKNjgj5S3b59IS2/01DU02Ybqg2aXUuQrW8eQoPr5wEYrM+kQ3TXvRW9Geob+aMmTRTMn2TNmL28DdBg2uHfJjNnLzx82uPfze7T1ZGDG6E6F9aVDx7Ypmjlp2346FS4/UaZMK89C3OZsJDNXd0QUNadb9iLXo+n8eZ15w4jwqWV3EcnmejENgBetDZSyEKtVKs0Fo0UshQEvVtwLBpgmiKtfIyKqYoj1qw5xL7wUEXNPA5ch1e5HIYVJ+yFWqXuBtFEjCmr33xFycXFxcXFx+bFwLU8HiMc3lPVA3ImuRjqEXiSWIuExVDWabH8sEov6fO1sjR8wW5mmMiyiXtOqiWLm2KBsraPlVtw83A7oGhINrUxTZxtmzZpEPNtWOnaIN5ja2eu/a3JjzfHdtH/uuGDK+52XzPntrWk5h19Xu2slkGZAhQ3vjKZwz2YejcR2bAZYe+FxV4TTDkpVEsuxCCguHTr2ZaST2B2IRytybQwrzc+mRJzs7YmM9FJPbX23+YWtGgeur/qcpugYYEP08N4fePvm31/dtmvb3NsfBumwRpDO7aEzZi9flR+vVGXTZ5mFw4dYZdNnJQHG6OFD/pMwwhVO/zO0AaKjRhSsmTKt3ETimv4P6Iy4xv0JiSmykbiorojVKAkRWFVIprvDEde7IHK9aZRqQGKnTOT6S0WEUbP4CoARRmqJhBHBlIG4/TVbl5rrN3VCkkzMGzWiYPuUaeWDgamjRhRsRVKdv+fsjyucXFxcXFxcfiG4dZ4OHOuBY5FYiQ2bEjEbyV5ng2pAqZqw1++zNXphLPxRxNZbLa3rEyaBuOHFMIz6KiuxshY71MXjS/HZUZ1qmoFsZaqtlmUkFIsO9SVVLYpHtu2ss39vWbr18021538UCdPZ4zv0utpdq5Cg+PttWHVPel7Hm9csOTpj8aw2GYtnDQMI9RsyBeiQsXjWQACrMa2NOtqbjMSnDPWk1N4JrAO7F1iQ5Ith6Di251Md95cYMM5XHdpqWNYDNQHPP2iKPhK68MTfh/v1KODYQy81W+WUosy3gCeKZk5qrja/C9gybHDvaqCtI5zaABcAA8umz0o5UCfI5cdjyrTyzlOmlZ8KMGpEQemoEQXNyUKKkHiom5Fr4kpELHVAEkX0Q5IyzEaEUxwRS8MQwRRF4pf8SDIJH7btwbYDiAiy2C1uLKAR0zQxDItEIkA81myFVc7y65DsgB5k8GMAcLSTRbDDqBEFH02ZVp40ZVr5dfv5EP1kUUrlK6VecurDLFRKTXGKv3Z06rXsr+3coZQa8R2W26/tOFAopa5RSiV985wuLt+fb7iPw811npRS85RSF7dYrqdSqkQpFVVKXb/HOjOUUq8ppVY6yxb/QG2fqZRa0OJ7f6XUTOfzUKXUuy1+u1Mp9YESV20Xl++EK54OEKM7FcYRsXQcMCsZox+SZWx7kERrwGsoVZPQ6K6ewAifUm1MrJRtiXi1ZdtpQEq1truh1dICw7TNmvrqz2Jhr18pHdF2Qb1lddqciDVqzdb1vnDk2GDKjlpt16zS1soF8ciRZwdTb0CsR4cCG4GVTzTWdkUC6g8DyFg865DfbHut/dLHb0oqHTo20GrkO39NemfeAiRY/uZAu/U1QG9tqk1Wt7Rq+nf7d9tTXu0Jxql2OGW9Mf7k6cBJQ+4585nAace2qbjjykC8W/s/NJw+PKXOTGkdVd6LTJ04tOKOKwcAlE2fFaxN4fn6JFg8a85YwCibPutypGN6PNJxvqhs+qxby6bP6lc2fdadZdNnpTrLHlQ2fVbuD3/mXA4Eo0YUrB81ouDfzd+nTCs/yPn4ayT9+OPI8+rviEWnLyKc6hHrUwfENW8Xu7PyeZE05wYifAwgGcOwMYwYkqY8hrj6Ked7KtHILsDEND2YnmQk+cMXSMKIXMTyaiHxeZ0RN9t7gQ1TppVfjww2PDFlWvnoKdPKg/v1QP3EUEoppKjsTK11F631oUix7Vb7e1ta69u01tP293p/wlzDbvdTF5cfjH24j9dprQ/WWhcC5wDXKKUucX6rRjxq7t7Lqv8JfKC17gkcxF4KKyulNn5D2/7UUqx9DXlKqeO/YV3NybpO01pH92GdLi57xRVPB4jHN5SZwDHAVOCsHI+nudBns0tROuDzKtWItqMo1ZRiGtH2Pn/+Viu+w7tq6/x2a3c25Xo8HcKaukTbvNQ8w4i8HWlcOiCQtD3P45lvQZ/VVnTZFm099Ei4drwTnd7n8qT0x14O19+HBLoPAkZcV7vrql39Bj8CWAetq6jIWDzr2lfveNeaEhzWHWVf8PIx7Qs6Hv5B/o5dvZKsgKcy7DWszafcvB1YktJp5cCcrCnPMXv5qowx4aqimZOqgH9j6yuKZk7SlmmsvjW59pphg3s/N2xw753DBvcuy49XNhxydPFfBg85aArQb/6Mee3qjaSHOoZqV4XS1I4d3szmTupjiKXgTKTj8AHSAX4eOAlYUTZ91sfAWcDgsumzBpRNn5UJUDZ9VpZrqfr547jqDZoyrfxW4N/Iy1kjFqIHEUH1AeK650XcTDcjFqpMxCXPgySjUIjV14vcZ6azmS2I257prBtEEL1ooNtg2x6UCmMYjc46D3Hma3YNbI0Uv9XA+8D5iKgqB8aNGlFQAzw7akTBTyqxybSb/++8aTf/38ZpN/+f7fw/73uuchgQ11pPbp6gtV6itZ7TciZn9HqOUuoL5+8IZ3prpdRspdRipVSpUuoopZSplHrK+b5MKXWtM+9TSqkznc8DlFKfKaWWOCPhqV+1ja/CGZGepZR6Sym1Xik1QSl1vrO+ZUqpLi3a/rFSaqlSarpSqn2L9tzvtGN9i7YppdRdLdp/dott3uRMW+Jsr4tS6osWv3dz2n414r46Qyk1w/ltpDPC/4VS6lWlVIozfYJSaoXTvr11YF1+YVSUlpxXUVqysaK0xHb+H5D72Jm+HikfcbXzfZfWej5i9f8PSql0YDAy8IXWOqa1Dn3Pdn4ddwG3ftWPSqnrkEHZk7TWP6nnssvPD1c8HTgGAq8h4qkr4oJ0L/BBGI+NpDv2KaXMFMNMXhgNh6tto9G2bTvH8LSyctMO9bbL89i23cWGlF2RWHlazKgbGUze/FLFiq1da744dkk8+veB3uDOSttKBfpfk5yRBfzrw0jjn5DOZj8kW9i5wPKMxbMmAb6xby1JAx41Lbt/4YbG428fekvnR0Yc+vzotxdf//bgbkct7t8hfNZtJ6573ih5t+CcJxZ1euzj6pq5Q/6Q3HnVu6fMvPspgKKZk97qdepx9wCE+g2x6q/Z2iX50ff7Nu98raJrxy9m5ZdNn5UNTAnYMZ1qN038yBef07O8ItEhXPUWYmn6LXAnMno/Gsm4djDSOc5BOruDgNF6e80LurbpE2BK2fRZdwG9gF5l02c1p612+XnyB8RCuw65BrYhcU5ZwHTgDSTeqDlt+Q4kvqnAWb4JebblOd8LEKEUQV7whjPNj1iuPkEEUQI42/YHmzCMOCLA4ohoq0JqQK0yI02GM325s56uwMNIwV8P8MiUaeUdgV9PmVaevB+Py/fCEUqPIlY65fx/9HsKqCJg4T7Mtws4Rmt9COK6fL8z/TzgQ611P2RkejHynGqrtS7SWvdBihT/B6WUD6mz9Tut9UHACCQ+7au28XUchMSgFgIXAt211gORQZyrnHkeAJ7WWvdFBnFarrc1kjznRHbXVTrd2Yfmtt3liMTjkefvYU67/6G1XgfUKqX6OcteAjyptb4fue6Haa2HKaVykPtihLN/C4DxSqls4DSgt9O+O/dhn11+xjhC6Uv38fcUUPt6HzfzBTJY9HV0QjKUPum4/D2mlPohn4clQEwpNWwvvw1C7vPjtdYNP2AbXP5H+MWIp9Dk4DmhycHk0OSgLzQ5OPaf/3jMu/NfWdfeNmFq3m0Tpl64n7ZxcWhy8Ds9oEZ3KiwZ3amwBEmtvAp54TWnVp6HjDI2Aalew/j7YYGk7TY6jmX7ghpvIjOlMRr0WWGtlVcp1SrgT00LmrXJSnXvlNrhjampfSbNjUc6vRypP1bB1iS45KHGUCnQebOdSCAv8jsRM/pC4PL8qoaUtPrIVdeOGXwKcNY5fzjh/Vm9WoffLUjNMi27S0Y4sXPycUUzf3fmobNDqYFbr/prnSp/6dKPJq4rPePpP556UuP6Hvmb/a2fzFg866jm/cxYPOv8jMWzuqtkQ3n6BG7IWDzLUzp0rHfj09MLQwadgJOGDe69qdKbSeHwIcueCuKdmOQ9ZoMno0dcedrXGKmXRJX394iVYGwcc1hYXJOLEbcsGxFSmpRANQGvjXR8L0LSVychlgKXnyFTppUPAt5GOopjgIlIB3UBInJeQO6TpUhHexviCvIZ4n7nRbLhhRA31S3OdwOx8oad5WKImPIRjw7GspqQa67Omc9y5k1HBFoGItYKkGvwLaA3cj9nI4lWqpBEKh8BNaNGFDw6akRB4/49Qt+Lv/JlN7AkZ/oPjRd4VCm1DHgVGegAycR5iVLqT0AfrXU9YinsrJR6QCl1HHJOWtID2O6MdqO1rtNaJ75mG1/HfK31dseFZx0yuAWwDHGrBnn2vOB8fhYRS838W2tta61XsNvF6UjgRa21pbXeiZSlGIAIqSe11k1Ou5vT3D/mHAMTEX0v8GUOd/bnU6XUYsT62gER9hHgcaXU6ewuQu3yy+XHvI+bUfswjwex2P9La30w4kp9M4BS6lbH2rwYaNP8WSk1yfm9T4vfxwB3tJgn+2u2eSfy7tiTtU6bj9nH/XNx+Vp+Ntn2QpODVwGPAMdljAm/FZocbB7lrc4YE44jnRwrY0w4FpocnFxlt++8IHJqzR03j9yFvPC+yzYHIDdbCPgQsRZNDE0OHpsxJvzhd1nn6E6FGnj68Q1l+aM7Fe54fEPZo07bF6hEJKFNXzeUcQ3wRZJhFpYmIqq76VttaJ251oom9/D4rXqtQ6sTkbKYrVUXn693SSx8tiWFRTfVa/3IcG/g/Hethh0m/AP4RzpKdfB4X12aiC1DXs6jgE/DHjOnuz/QZ2U8mg8MiBuM6LCrobHz9rotn/Vu7XlheM98YInH5vxjPUmDR/3l5J0NSb4udn3V+2T70h6971fbQv2G7ATIWDwryTkfq4Gxf7y1W929gYaLgLOLZk56iaFj7w/1GxJFRocALp8xe/lbD5LzobdpwbBu2/+ZvqXDpKkpdqPPi300ELD+9cFhnsuOqbV8xnYL410T+xTEQtcI9FSpwaWIS1dzFsMzgAsLhw8Z/V3OjctPgvmIiPkrUiS3FHgIEcyjgBOQ820hAmoW4jIXQaxI85HObq0zTykS5xdChI9GRkyrETGUgtcfQgSTRjrQPRGBlI6MnGYjL14L8FqBpHrkPooglrCXkAK/i0eNKLh3yrTyM5zlf2q0/5bT94XliIvtN3EtIjQPQoRsBEBrPVspNRg5r08ppSZqrZ9RSh2EJNgZA/wKSQv/nbbxDbSMe7BbfG9Ocf9tlt+XDuXeeB1xAf0YWKi1rtrLPAr4SGt97pd+UGogMBw5D+OQrKkuv1x+zPu4mYPZS/zSHpQD5Vrruc7313DEk9b6/5AMqiilNjqW5/+gtV6GWG9xBlY2aq2f+qZGaa0/VkrdiQw2tGQn8p6YrpSq1lrP+KZ1ubh8HT+6eLptwtRz77h55Istp4UmB49BRtk+QFIC90XM1McCd4YmBy9AOkIdgLdDk4NZiAvOmNDk4NvAFeMzTlkFvB6a/OI1iMUiJWNM+L4W27gIydJ1JjAXGIp0hDoiI9OfIy4WCee3I5EOVj7SofpejO5UuMP5eDNihTo8p3ZpRmVar0+0N+UIZ1vxIl/gH0CHJttK7eX1d/cZZjwIyQXa80g7v28MsPaatJzxGxKxl55sqp2Ro8wBbQxPegLWJCRGqEMt+pllidivk6FnoTdw5OJ4xD69SRe/kupPWmDQCp9/DHB+Rn20aHPbzPqNeak9MI0OqiG6NFAbe7aLMuqtbB2tSw20Qx6ag4KR+KSTPt9wV4a4U5UjBUyPRoKcHxicCPgH1wX6nZZWOTtj8axDuO9Xm0IQ/eCTTybOyEtpcxze3wMbsxKhG2Le7r1XdHn2/wJ25KxkK9azUfmXJOvoKuO3I33KMP5uKTNTwaemtn+DdGifQzpIs4GxiEhcWjh8yH9iB1x+nowaURADYlOmld+IvOw0Il42APcgrlG5wKfIwEYNct8eh5X4HNPTAbFWHYqkEX8UuXdbIRaMBsSKlYlYjhKIVakJ6QhXOutsTjLhQTrSUxFRp5AEK8856x/kzBME5jj78F+Fnn9CbEaemXub/l35GPirUuo3WutHAJRSfZH7dEuL+dKRjpStlPo1TuyZUqqDM/1RJdmvDlFKTQFiWuvXlVKrkGPdklVAa6XUAK31fKVUKruthF/axn7gMyRI/lnkmvxSHMgezAF+q5R6GnE1HQzcgFg7b1NKPa+1blJKZWmtq7XWEaXUh8C/EDfVZuoRgV+JvI8mKaW6aq3XOu5PbRHLa5LWeopS6lPEaufyy+bHvI9RSnVEkkM88HUr1FrvUEptUUr10FqvQgT+iu/Rxn3lTmAye9wLWuvVjnX230qpE7TWiw9AW1x+ofyo4ik0Odju5KSBu0KTT5kAvIiMHHb8InriO4f4322NvIQeZHfMwgjkZdQKSEEE0znIfhhIB+jXSMeoOyJ+1iK+t6+EJgffQIq2NiEvpvuR+Im7gUlA2NZGytLYsb/v539/HRJceBm7a7tsRQLYe7fYBw9wZcaY8L7413+J0Z0Kq4DHHt9Q9vTJ/X8df3xD2elO26c72/oH8HKSYbZDOo4TgZHtPL7WozsVDgWYOePBCUm5R197R1pu/XW1u5LfjTSEcbLcAO/mGmbXGtv6LA5FqxKxzTc+Nzf5wbMH1GAYs4Dswb7gU7Nj4TdrUgN1OdC9wevREUj4WmWOorZ+2fJkT4/l8XABkm3sXgMuDQe8o14Z2v10fzQxq0d5zftLu+TOQVsvosxs4KLLU6rLH23Ieg3od90rCwff86tD7y4dOvZXW58c93B3CIPdB9h60NGD/rFwxtyVefGqUb2HD358xuzlBSlW47VoNirDuArITbYjpyIdKA8S//DbhSbZPS1Oxwi2SbLDdyuIlE2f1YSMhp1aOHzIPd/lfLj8NBg1oiCCE2g8ZVr54cggx6uIoLnD+b8C6ViuBU42mhoy7dSMVYiL1Hp2x0FFkAyT3RHRBRKD6HH+mhDB1Ao4wllnHXK95yPPiADivleBdIIrkBf0JiA+akTBfwVL/0S5BRGTLV1+mpzp3wmttVZKnQbcp5S6id3H+po9Zn0IeF0pdRHyXGp2ZxwK3KCUiiPC9iJEFDyplGp2K//9HtuMOUkYHlBKNbtijviabXxfrnLacwNy3i/5hvnfRKyfSxDxf6PWegfwgRPbtEApFQOmsPvYP48Mok1tsZ5HnGW2OXFPFwMvqt0plv+AvMfeUkoFEGE//nvtqcvPgR/jPu6ilFqEPAfrgfubLUFKqXxkQCoNsJVS1wC9tNZ1yL3zvBOnuJ5vvne+N85Awl4HuJ3BlkuAt5VSw5yYQxeXb43SWn/zXPuJ0OTgdRljwvc4n89ELBaP0RzDIp2d6upEq7Qsz04/4mqTj9zINcgoiI0IpebPFhCPWp6w30xYyKh0Q+OmTluSO2yoBLaz20rlB2YgD51XkQfOIOQh8RlwtY2RHSa9azI1U5FO2MZ6K8ufalY/ljEmPCU0OXgKUJUxJvxJy30rHTrWWzRz0vfuQD2+oWzE6E6F/0nHW7Lh82BVedMr4brEPXW92rVHRr3Xju5UeG/zPOtfPGPY6o53LPxNUvWQzQcd9c5e1nnarbUVPQsMc/BaOxFLCscObt0Uy7aV2rAlK7nuCG+g5+x4ZAfQVkHCC4GYjMLvQDqcAHS2zMY0bZjLPHE0NNiasGHZ2XnVDY07clIrsVe0Up7ep2gRo58DT/dSof+76JHSP99ywbvtut83quv8nV3+bc08r7mGDxmLZ53xZl3OO43VNa/f8MK237z62/wLQZ9gQFMDASuViGb3aP/HiBBupWGhBcUmhJTEJ3RC3LoaCocPcTPp/EKZMq38rFEjCl6dMq08F3F3ykbu467IyzmBpA+fiXSg/4C48JlIp3w7IpJqkAQDBciAzDTE7SXqrKMG6Si/g1i4lgOPjBpRYE2ZVq6QAZqUUSMKvs9o7wHHSQ7xV2RfNwO3jJhw695ibFwOIErq46Rrrf/4Y7fF5aePkxziv+7j3KJi9z52cTlAHFDxBBCaHJwB/BHp1LRBLEiBFv/rETea5oZFWnz2IyPCKcjocACwYpbHh7J9PsPGtvFhsUMnAslmMDIbydC2C8mmdLuzzPXOurzOegOIgLJs0JpAzuZYj6c7+ZYMzBgTPuPliTfem2VsPq6Pb/r4gNEwCPHdHQw8lDEmnCgdOrYtMLBo5qQ3W+5r6dCxeUBt0cxJ31hP4PENZdflEV5dZXk7XNy1z4PN00s2fO6Nf7T6QlZWDPJeNej6FaTX9qJ2bMrYl79QTbElRTMnNTjb6vjgyX27Th7/22mPbyg7dH4s3Cs0a1nauLcWL3rh6J7nvTC855H9ttWlrMsMJCW0rg/7PR1HrK3cNq1Hq1wkc9irQEUnw3OTUkR3WQnbSUmThG0vwjCmIS5y7yKCM6l73O9txDK2W+GY7TU8mObONsqwymvi2ST0XCPH0wWJB+kBXBHqN6QuNDl4RcfDP/g41G/IqrLps8y5Xq7Ke32BYY8cdvKFD6y67/YTMs4+tlfSugTGcRaq3o+Vgojl94H+cYyuBrrKRFcgLoRvI5nZLkbiJkKFw4ccyMBZlx+JKdPK3wH+jDxPihHrdQy5FjQyILIDcfEMIfd5BjLwss35bCPueLOAJ4DbgKed3yPIaGrpqBEFuw7EPrn876GUehNxAT1aa135Y7fHxcXFxeXrOSDiyYlJspFO9GWIa0wDMuqbhowK1yGjuR4gFrH8Pp+KYhgknNVELRsDRcRUmEBK3DbV6vjglR0987cZKt4laEQjVpzt2GY7029ZicaggabSkxJu12hnxG08C1KNymwgK2wnJVnaW5ti1nZBss+1R0RWZ2Bck516z/LY8Gf6+d5N9hqJ2kY7o2OyEZqDCK72GWPCf265j9Nu/j8DKBox4dalzdNKh44dBKwvmjlp+57H5PENZaNHdyp8vGTD5wrJEtYtgnEnzy0sCZzU0yzuN+zPj28o65RP+LoTOh0y7uMN8zPr8fyrksBbh13y4CKgP/BqszArHTr2WCAw98lxM5xje9Ghoyet89h6IZB+1TUjLr3mo7Kz/n3JYONNI56DYSQBXJqUbj/RVFuGjNyvM6B1AGy/Umk1WqcBqwas2Np5dduMmG2Y/khqYHVcrH2dgLRhizY3zTi4fQDpaM7C1r3tWhE8RqZnMdJxnQusDvUbcl33ua8dvcufmxzqN+QdgKsffPy2nbkZ+jdf7BjaZmTRmUD3sPJ3mDyz5uaB7T2bBnXytXrZ84nvrPBh+UTi4XhqagewVypUtg/bAJ5B4uOCiHvPlYXDh/zgrgFfRe3UicH0keNdy9cBxLEE3YG4PN2OWJZXIOl3X0Huh5MQoX0+MlhQg7hVXYhYmuYgbi/9R40o+OgA74KLi4uLi4vLz4QDJZ6GIFmT2iPpgy9HOiwx5y/d+e8FlG3jAZRhsBpJ4OABLFujLFtt95o6gbjh1SNuNjZSdyDPjimv4dMvAn1iobRtZrBxsOm3Pq222l4R14GZrTzr2lq2KtLoGgXppsFKpHM/ChFvFpIF5va49tSYWNcaSk+1tTHGUPY8xOK1OWNMOATwxLhHT476/Lqbb8v7wBEjJtw6e1+OyeMbyjJ6URtFxONgJJYpgvgOfwwkxVGfGOg/Htnp8FNbLls6dKwJeOqfvNBX3Onw+hbTk0tvO+v6ojteXTP3yXEfHnbJg49qn7ksctmgZcv69co99MpHOv7q1uPfTmmK3bWubWYKcOFBXn9wSTx6ViBhn9FtY8WqZV1bmUDP3FDYU5ERNJzj0WjErZ2dKuq99W0yH92FvgERu52d3/1Ilj2fJxprm/B6NIZhOufGQKwAzyIZAbsDF3xyzStq8D1n9rFNY1Oo35DPMhbPuiLXUumTG9JSWidqIxo2zVwVLj66R3DbWrXd6GLnFxFP1CV8/izQw73oXc71YjptSLWhMoHa6ENfh9RaKQXeLhw+pFmA/+DUTp14DfBu+sjxa2unTjwGqE8fOf7zA7V9F5gyrXwgkiTiXiQGpBZx/22HJDi5DHEX3oXEymxCrNnlo0YU7NjLKl1cXFxcXFxcgAMnnk5BsrEdinRURiJCIdn5n4K4zdUBPbUGrfEaBhVAShjqEpCmrfSdyUZ9B1PZMWc9mcBTiLuWBaRYYX+yGYxe5myvnbP+z5ER55eQdOMdkCKLxyAJJNohVjAf4uZTioi5JiTFZc3HTZcfc3TSoxdljAlvBHBqR738qw/eKgAiRTMnbdvbvpcOHZsK9C4454lBzfFeAIt//cdHopcdsd0uyNRR1HEWenqStDmGJIZoj3T+/owEE3ct7nT4uwAlGz6/rrjT4feUbPj8vKRb3t5pbq/1A1usjlkDzI3VCxEXkIuAVbUp/u71PfIGFCzcclLRzEmLMhbP8ju/d0AsNlMVvNt/R2Pe8nTvqqagzwasQZtqoms7ZPfciV2NxBR1cY5HsnOsA4jb5QagG+ALNsXiObVNTTtbZ9TFpDaPx5nXh00YgznOOY4+cs9HTdf/9qjJdSmBQ64Kp5z1QLDhskdr6VKUIIYkAHgO6fQmkPTTWUiw6YdAKxuSNHQ1ZX2FSHzKRqd9BYiwegW4vXD4kPK9nZsfgtqpEzOBzukjxy+snTqxz+PBvMNPjVT1y9ZWBJiYPnL81gPVFpf/Zsq08jzX/c7FxcXFxcXl+3CgxNPlyAhvF6TDnYN0upuz5lnszvwXRwRPkhUOxM1gxFuuczdkqYqkRCIjLcmoC3sMuxwROtMRq0c+0skOIwJtLmIVaftZ+Ow1RwRfrkWKtSUDeUjnvD1S66UO6eh7EetJtTNvPGRlL8wwq7ogCQv+CTyaMSZsAdw2YWr6HTePrHU+DwA2OTWlCE0O9tO28qOVb+urF88D2hfNnLQGoHTo2OOLZk56f+Hd//pV7IyDP/TOXvNSfGDHXKoaOxD0eknxf1btCyRn3f3RWq4fVqqnbb/M6Op/Q3fMWuN7r3SmuWbX2IgyTwpgL050zN7om7k6Rxusj43oeb6qizVVfFG1q92uHW9arVIvs3rmB32z1kysSAuk5tZFPMD7rx/Z5dZBw7rVJnfOHX98bfS4pEi819mZ2ZlL49HOCxPRJKAoI9REKCOpHBGOI5AR+k8Q0etFLH2NiGVpJ2I5q1XxWJXHwkgEfBmFGyrVtuyUcCgt0BpIYFOBQRCJPYnnVzU8vCM75STg70gSD7ItLng3xAKkAOkdiMvfcGBlgxEckGyHU5ScryYN7SOYr3ixDveI+PU4bWnntOtxRGCDCOSSwuFDQvt0we5HMhbPavV55dJOre34uYg4fi995PhxB7odLi4uLi4uLi4u3x/jm2fZL6QgHfAAkhHLYHcK4UbE2hJ3Pi9FXOM+Cpd3LAHCybaRnAQ1aZ5Qqcewz0dEzqJQLNh3fX3uRYil5kVga72VucnSnBCx/UcByUcEXy5AiiyWI+5jDc72qp3/HZFaGhrJ1LcI6YRnpqiq5hou1UgA+eDQ5GByxT/yb/3VB29FQ5ODA0KTg63SjJ27nPU2k7X1lUusnR+eEiw454nBSKe5mU2Lbr3ntdgZB5cC3e2mWF7ghRmdvXPXVURiVHo+Xt0ma1vlv9WFh843tlQckf3+82+k/Pm9l4zttYX+1xZdHr7m6Inetmknqa2hAfFBnUoiIwu1qo9eEXht8dbAB8v/kl9VsUb1tP6e2erj9b5ZaxYAkdy6SBISG7T5jE/Wrcj/ywd/nHffjJtPLFnf5+0/vl0/+reP3Tq96PBznOO0LRL0feYcDx8wD1iLtk9CJ2JAUrJSmV7IROsCXzjaFcteC6RrM5IV9zVVaEhbn5+WWZ/kbZ0eaiof9sXmhKFtkpqi9UmRyCvKiuTvyGi4FpiEttYb4Zuzsbd2OTiyxA9ciQTv34hYmjoAU1Ps8EdKsvitBtIUhNcbG0euNDYVOm1d75y/yUiR0/lIjN0Hznq6lE2fNXZfL9j9RajfkJ09R1z1efrI8b9DXEMPBqidOvEs57/vQLfJxcXFxcXFxcXlu/GDiqfQ5OB1zscNiHi5A3GzW4AUv/Ujgf5bEOvTq4jVxwMMTum2MpGA7aa5049YfzoCVyMuXR+kGbF7O6VUPIVUor4MOCGoaoYpaPCpaITdlggLsXb5kRiZrkisUT7ikhZDBJuFZG6zgTKPQRSp7ZSKWKwOB5J2fnjKjKlHDB38cdPlSUD9ZWm/OTpN7fr1bROmZpYOHdut/KVLg0UzJy3IH/Xm9PDWgvVI/REAUrovv0SlRFelXPFir6Qb3njbTNhTIscMKLXaZEVSPl6x084MBsyy7SeaZTvSAhNn9tYpgdro8b2fTr7l7e3Ak6mXPJtubKkZaXXLrTc31tzu2VjVyYjbLytbNwDPei1r4OadyWxdN6BL5mGzOqOsBqQ2kuEkl3i8aOakuiVdc2NfdMurGHHXGe8BKaVDx14e6jckEuo35MiI3zMeCbrf4rT9XdBeZetWZjS+Nt1Snmi4JuCJJcrbVK3xYetOQBNGWn3qVm9fHbNrI97yiOUx1ytFJK54x4aksM+TNCApdPTF09bUDV/UOBeJS3pcq3YnHBsLZk33lm5Y6uHlNQa7kBood7G7yOkApNZPHWKZSulht8nraRc0OddGALGK3QNcgQj2EOLSWQKcBSSVTZ81qWz6rFb7dAHvZ9JHji8DjnK+fl47daIfeLF26sRLf4z2uLjsD5RSDd88FyilcpRScaXUmB+6TT8ESqmhSqkjfux2uLj8ECil8pVSLyml1imlFiqlpiiluiulOiqlwkqpRUqpMqXUPKfmWPNyQ5VStUqpxc7fbS1+y1BKvaaUWuksW+xMn6mU6v81bVmolPIrpVKUUg+3aNNMpdRhzjyWs73lSqklSqnrmmvDKaWylVIzlFINSqkH91i3Tyn1iFJqtdOuM5zpf3JKBuzZlj8ppZqUUnktpjV8xedRznr3VsTY5RfEAUtVHpoc7IYImdMQ9y8/UileIxanYkRcnY2481UgCSEqELewNxHRUwPMBi6LVmXGvKl13Q2ftRkRR6mIKFrtrCMHiWFqQsRAJtLBbkLEUnvgPUQULXZ+7424fX2BpOReiXTa70M6+8c9UTe57+Dgky9tTfTaNST4ZAdgZ8aYcHXJuk8u9sSq3wpe8WHtK8edcqlh27XHb3zx0OS1gayijx/+jXMczIwxYat06FgFnEFh4OTw8H6d1KbG983l28+xc5LwLt3WfdfJfT7P//f8gG0EvCRso/73xz2Xet/HqUZ9w/FWx6wC6hOrVV3Ea8TtdKQGzUBgbqJrrtIJ6wjvxupkVOJatKc3IlAPRiw3Y+Z1y/t0eafsintuGfdw8/kpHTr2OoCimZPuAchYPKsH4t54EiJCrzVjcX92fTTZtOye27PW5eM5eCt2xUqM3CMQK+J2s64m30q2gVgkYLaOeqrsvEjQszbh/XCZsjf+QZtDX4VwFZ6+T2HrS4cvLL99+oB27d+syzFaxSuz5nopr1e0OiZG46sBtp0V4SYkK9r5iCWsygLTFDFb6ZyzCOIO+q5zfvMQS9uvEYthNvC3wuFD3iubPisPqD6QSSS+itqpE8cDLyDFoc9GXE/PAhanjxx/YGsIuLh8R5RSDVrrlH2Y7wrgPMDWWg/54Vu2f1FK/Qlo0Frf/WO3xcVlf6KUUkhph6e11pOdaQch/aktwLta6yJnemekcPg/tdZPKqWGAtdrrU/cy3qfBuZorR9zCuUmaa1DSqmZzjIL9rJMJ2fdJyulXkIG32/VWtvOb7201u+1fO44wuYF4FOt9e1KqWSkz1MEFGmtx7VY/58BU2v9B0dsZWmtK7/q/namXwq8qLW+yZnWctsNWusUpdRw4GHgWLf47i+fAymeTKRjGwXGIam2TSTY/3XkQq9HaqxcgMS7+BF3rGlIXahrEEGzFhiGWBwGIGmJfYgFqhbJ3udBXAENRACVAUcjoug4p1n1iLDwAZ8iMVG9kc54JeKu1xH4rKm8/aZEXfrH7e+f985tE6Z6xmeccuSHTVeFWplrb+3nf/9KIGIr8xJDW5UZY8IvfHD2nb076wW/C+TtLAmXd/g0Hso+qVmYbP9Dj/Nb37nq+dKhY483/5yWiL9k3cy68E4Vs08AXo2eWJTj2VExwrtx6wZd6TkLOLnxbE4wPk1LCe6obqOMeEDHgpvJT7QywvF37dogiEXmqNhBbTt5l23RZrB+w/rUQjru2OZHhOQyYFly55VG4/qeU5x9S0NixDY758CfN/Lt43xZlasyxoRLW56/jMWzBgCF/lgiP1j3XJtQzsUDnOUzEctdHnD9rz9Y/vs5ffI3rc9L6YHHk+prqA2Bd0UsNbVGxV5e3JPKhat8VxxpYzyaunnO22OmGGtunXzLmc3byV006+9pmhlVBh8OjfLnvzWQ7VwDE5xrxxPG0xAgYSopeOoB1iFuoQ8BxyOxdVcUDh/ynxGhsumz+hQOH7Jsb9fmT4HaqRM7IAME9cAx6SPHx37kJrn8ArnXf+SXimteG/3kexXXbNF5MIAHkefsFuT5+4TW+jVnvtlIjb0XgKFa6y8lclFKbURcsI9HBhN+A/wNGTi7S2s92eno/cOZRwN3aq1fdjpxf0Ke3UVICYoLtNba6djcjTwv5gNXaK2jSqkBSDxrMvJ8GY4MqF2ttV7stOkTpMbdh4h3QgVwFfJemewcS4BrtNafKqWGOOvEad9grfV/sqK6uHxfaqdO/NJ9nD5y/He+j5VSRwN/0loP3stvHWkhnlrMf4/W+uCvEk9KqXRkULqz3qOj6YinuUg/LgMYrbWe4/x2BdK3+xDp+3XVWlt7add/Ddo4om4+kNO8PcdC1n8P8bQF6Km1btxjfX/iq8UTSP3AQ7TW1XuKJ8Ql/ylglNZ65Z5tdfnlccCL5LYkNDnYB+kA/x1xtXoWcZNrhXSYnwQeQV54Dzh/EaSjbiHZ1JpNvyYS62IgIxWtnc8+oApx41KI5SoXcc1rQl7QBiImIoiYas7WVo48mC64P/TyOePSzzaer7/3OBSnXHXDmNrm/bj2T+8fd0jK59dceP2fjwNYM6nwqPmR008flTxxxmO1D18e3fXBW0N9q0ZmLux3aXRcn38Gnl9Q3mrQO613TRs1MNGQnmabvg+tbjmdjPpo1NwSygSCVoqv7Wcdsj9uv7P2sw6VTWNs6GYHvYsNQ+0yGmP3AzeD1Q5P/FESgWzgVCCjIin6Tp6OnmAmNdYkqlp3QjowO5GMg9XBdhuqw1s6bUeEZjXy4FqDdHY6O8drCnC8cd7gmfbyzSfMvebEv6aWlZ/S6x//fhVQRTMn2f8a93+nPX580YlrW8cKu2/aZq5r1wfLY75YUF+vO8RWj1lrda+uDYbej6S0OQtlTgRuIPrcZz18hd37enPOfjWy7VjwtcHolBM65LTrAd5c/NQT/2z4cPu/omNqEVe7X2nwKOk4HYaIaQv4CBHXNrtd8+5DLJfJhcOHzNu3K/CnR+3UiV8AD6aPHP/Ej90Wl18WjnB6FLHCN9MEXP59BFQL8XQmMkJ7IvKMLgMu11q/ppRqB3yste6mlPorUKW1vmcv69oI/F1r/S+l1L2ImBmEuOWWaq1bOW42Y5BBsBykw3QYEuP4FjIAtg0ZELuB3W7iw7XWq5VSzyCDaA8hAuhsrfV8pVSaczzOBw7WWl+jlOoOvKC17r9n50op9QLwkNb6E6VUe+BDrXWhUuodYIIjpFKAiNb6R7d0u/wycITTXu/j7yqglFJXA5201tfu5beOfFk8ZQDbtdZBRzy9jvSXtiFCarlSqh/Sf1uBvK8XAr/TWjc64mmh1vo6pdQoYLzWeoSz7rcQb4wi4BKt9Wlf0eYvWbyVUiGgh9Z6p/P9YlqIJ6fdy5AQkaHIwOs4rfXObxBPDcjxNh3LVkvxFEcGPYdqrZfi8j/BgUoYsVcyxoSXIe5mHyAXch2SXCGMJC/oiwiiAcATSFa2WqTdJnAGMlqYgXSwG5y/5to/AUQwpTrTEohwSjjbKkdequmItcJA4qBKnfX8DnlIpV2dcfaLhmLW+anXzrww9drhLfejusk69/PQYR+NuXXK8IEXvfHXKY3jt5rE5q9fV3RzY8m6srHd3gwU1HveV97YjZ22/b5DIK18sx31VxtJDdMxo7YRj19ibt+Z5vNsT1KBxijBULUZrm3sU5jROqsu+hcLO1fDSk84PpkcvSs2pNsNQGcw60kERgInpBYubQdsJaXxVzqcsjpR1bo1KVXVpO76pCkrZZWlCFkwJryl0yDneJ+PdCqWIm6OW539r0GsbcvsF2YvYcnGXUC8w0uftHXOyXOv/OYvN/5rQM++29Lrzcz61Iae21KePWLF9oeAxh2pyX3WZBZsafKvWBcJlHdGme8C1wFT8Qx5bHV07t2vxgvux6o5mPjUS0l88VZWSXGrrJLiE0aHH/79xfFhnyGdn/4RvIsb8FcjQnqec67eBIwE1jIbezzwQuHwIdsLhw85u3D4kOU/Z+HkcCnQVDt14nXfOKeLy7fjr/x3hwvn+1/30/qPBF7VWtta6x04WTQdzkYGu0BKRpz7Net52/m/DJirta7XWlcAUafzcyTiQmM5naRZyDsCYJ7WulxrbSOj3h0RUbVBa73amedpxBW8B9IBnA+gta5zRM6rwIlKKS9yPz71Fe0cATyolFrstDnNEUufAhOdDmmGK5xc9jM/9H28L6gWn78AOmitD0IGuP/tTPcgMez/0lofjIRn3NxiuTec/wuR+xTHta9Aa73+B2q3Bxkc/0xrfQgySLuvbrj3A79WSqXuMT2OuDyO3m+tdPnJ86OKp9Dk4GGIkFmJuOUNQGr1bEcsR80v2CrEIjIKEUk+xAqRCgyIWRQgN2aC3ZYjhYzGNIsoAxFlEWf9qUgnfSAiwBLOctssW6WHrUCizsq8s87KvAApYDsAGL45cXD+xNBbq2+bMPUMkDpOh29cGcpO8bw/9tP3+i3cHFk6c9kKu03uBzc+e/Sg0YOHln4BHJFetDS05qD8fwHnZx46tzK0aGAgVpVTbXgSXk9mxazMrjPTUrK+6Btst2Gt0mYylr9ddFHdruSY5a87tt1n8V5t1nszK0/21u483zt/YzfEapSDuDt2qi/rWwt0z92VtQ4MSSXekOGlIXuNJ54IG5ozTNlPL3ALcKMvd9uRyV3L1kRM677yjKY7EXfJIYgF6gPkQXPiYZc8eEny5sp3EHeVuzJzMgatfio8V1sPPf7ApJl33vjqF8903l73wQkl64+Zec1rfzn5D+u2DptnVGG0jp+qFiwptN746Ci1I8mIPXYZesvFJBa1wcjtgNHjvkEv/DYDGUEuqy4u2XmY3aPm4ZLWJde/0+Xdg4cf8Xgq0VeB2i2qsh3y8NoCrL7J9/QrRyXdsqBw+JBfVPxB+sjxi4HX00eOv6d26sQvjQK6uHwP2n/L6fuTc4GLHcvS20BfpVS3r5g36vy3W3xu/u758ux7XRb+uwTGPqO1bkKs26cgA0bPf8WsBnC41rqf89dWa92gtZ6AJDAKAp8qpXp+2za4uHwNP8R9vBxx4d9XDkYsy82DDg3O5ymAVymVgwxOl2ut5zrLvIaIqWaa79WW9+lRSFmU5jYdpJQy96VBjtuehbjwfxVVSL+wWbg1Jyn7RrTWIcTleM+svTbynBiolLplX9bl8vPnW79Y9gdO/NOVyMjkkYhZN99pTyXihrULGdkLAW0R4eNBRFMoHjb83qC9FdgSt9URPlP7EEHRbMYNIjeSdv7HEb92r7ONHMQa1eSs83PgCCDLUDqSsP0NAaPB41Xx9ojVY0uF1aFfO8/SFS8vrP3d2YemP3bbhKnDOe6UmZM/2PbhrptHrjA/qFwLmEl5w0+4u12bYztGt9e0tta/nDEm3Hf9r4+9N9Zdnxqxk1YGjKam1KJFh2cm1f/ejgV6J5qCJ1XNPvZdbK9lpISW6UjwVyrQsLVDp5c7hqv6rsv8kIMBf5ycMmCOIp6E3LDXhgoL7ssoK38KcWPZhVjrqoEkMI1IavC0QF24FhGlIcTK5AFOshJm28T2NscHjERVx/Rt6YlQ1yxEnKRszYw+/dZhFU9e+UHBUkBN7Vt1bn2S1XDclp595nXa+dyNxdnjHgj2X3DiKxP+dOibw+668zW7x4QraiYO7rfpyvVLnhg9pLD/fehTuk4Nv3NDk/96hU5bZRC9RquB3oHRtUkrjFVmg/fILkuOuekk4I/Ar7JKik/JDqT+ecTgg9reHT9xcNn0dbsQy+OfzgnePeXTpgkaSHs8yOJ7wpcm8wuLCqqdOvEopEN2Qu3Uia8CG2qnTjwBSde+ErlfUoGG9JHj7R+vpS4/UzYj19Lepu8PPkVGZp9GLPxDgRcc17cUrXXb5hmdoO1zEVfbb8sc4LfOdrIQK9INyLNib6wCOiqlumqt1wIXItaqVUBrpdQAx20vFQg7lqLHgHeQYPcaZz31SJxnM1OR2Ke7nH3qp7VerJTqorVeBixzYqp6Ivevi8v+4Ie4jz8G/qqU+o3W+hEApVRfxCtnS8sZHTe+uxErE0qpfGCnE1s4EHmHVTnftyilemitVyEuuCu+oR3HAe8DaK3XKaUWAH9WSv3RWV9HoLfW+r092tRcpuTBPeOrWuKs4x3k2fTxPrapJRMRN+H/6jtrrZuUUicAc5RSO7XWj3+Ldbr8DPlRLE9OodmHWiQl+BB52SYh1qDmzHh+JEMfSKcxCWlzhuGxvUA34OBkr/YBATtBW8Ti5EPinrYgL7wwIpICwA6t6WDbBJ31+hEXvea6U6lK4U/11N7rM+IepWiNuI2d8++GPy5d8tH4T/+d/Pj6dGPHMUd8Ma/7Ib5/X/63E7f1++DuM/52VCdzZps0491Q2Hr6wzvbJsaunRKsiHSZE5ocDGYeNjvnsKqPtnpjiVbAJn9WdZkZiI/1ptV7DY+ebiQ1rmt9yotLdST5KOVNRFqf+OZVkY8HfKZqk8vAfhIzthm5cZ9x9iXJ9hj/zMpeWk5SjUIy0rUF7FqfkdyQFmgCEtpQO5EYstaIgOwY9lpzgdwtWQlrVZaVRNx/08SDz1DVSfEVfzh33WqgTWrY6H3mp7lHDP7bF78H3u+6I3hKWtjT5qlBG1otY/mYw1+dE86vXHxv6dCxx3bZEXzwpQvsJX3tDnW2OSR6b8XtY9rXeXv44h+tmrnxtydPvm9+OvFPJwAHYXgOWmAutptUuMFIfNS1KWv9w85+nQw0VBn1Vlud/Xbh8CGPD0q6mfMDE3sDh3/aNGEOEtfwz8eSSEV8qPt9n+vwp0b6yPFzgORERpd+wLMadQLwf8DLyEvsFkRotv7RGunyc+YW5NnRkiZn+v6gOe5hBVJO4gvEzfpcxN12z3m/znXv63gTcTdegnSAbnTcBPeK1jqC1Hp7VSm1DBl4mqy1jiHuhA8opZYg1qaAs8xCxLX7yRaregc4TUl65KOQshn9lVJLlVIrkAEsgGuUUqVKqaXIM/f977ifLi57Y7/fx47gOA0YoSQt+HIkUUvzfdVFOanKEffb+7XWzffGmUCpcw/dD5zTQsBcBTzv3Av9+GbXwqHIwEYzlyH9l7VKqVLEhbbZshR07sXlSGKJqcCfmxd0rNwTEYt3uVKql/PTTcCfnDZdiIQV7BNa60rk+ePfy2/ViPj7g1Lq5D1/d/ll8aMljAhNDg5CXrJnIe5gIxD/8ubYJOX8GYibXS67M+jZiGXJdn5PAKYVB8MkpgwiQFyTlGJ5C5M88YVNznIpgN0YM5/2mfYFXlMrxN2v2WKVCdTYGl+TlbIGb2PF+5FxSUMWrFhcN6B+Xb3OVTPCl6WOzzhtMtBY/tKlPV457pTbOxlz/cu21XbN3pC7aUv3rsM/2ZyoO7FP+j8WbgwdOvGgu3Y02pkLV8ePPPmIwIuGNaPv55n9P3v+U/9pv2dZ++eO6PxQcfXnR73X+qTXRiYak1vteOesUjDmB9uvPze6K3+EVvF002t19OXsfLtpfaEPcakLAJ2Q+CQLI5aF7YsjwZp9LYgbUKd2x3xtRm72+cDij/pW9U9v9Px1QKJmYnh7OzMpZhIzjWc9tnX5liOy/p68eOekJ3/jeWDwa92Pfvr4LUlj7X+/v66sb96oJZ3aXD9++4aK+u2zn7+3KH/62cmVdUmJ/o/0KLUadX01cAzQgM1rYz5o//vHRm7JGFTWNr8mubrz0s5NH6ZbgZ4hM/F7RWIYkI+mC4pJGq5UEnO1DfBVF5cMBcgqKT4LmP5p04TeQPQXEM/0lTg1nxJIsP19wEeJtA69zbpN3YFax8F8B3J/3AbMSB853o2lcPlW/BDZ9lqilErRWjcopbIRi/2grxM2P1WUUm2AmUhWLtfK6/KTYn9n2/spoJQqAB7VWh//Y7fFxeWb+DHFUwfEPa8TUoenBzK63goRMQDxeINfm4FojeEhD3HBa36RJZzPCWe5etsmFQgpRYrWmIaBjVidtjjbMRGf12b3P42IsGZBVg1MsjRXhO2UVR9Z5wQPSXpmYLzpoPE7rO4D4w1puZ7kxkVHJT3zdMaY8HqA2yZMPTtA3ZVBVftMnrnulO2JnuEO1Ru29I+9n7NVdfc19ij1rk32LNq59c7H09W2y1YcsnbVP1Y8cMG8khvP6dq19OFYRusPNs3LUlm+8lO7H/7cjm2v/XoTSL2l0qFjB2cM+OS60PwjHwy03XiOGQz/qX5tz6kGKh/xN97o7FMxu10S7ViykezLyNzF9uoAtl64qHND2w7b/MkpUXN9eW7k2c6x3OEv9FnX5YJST+TCi3bN/eNLHbdn1psdspv8OdFkc3BJh0pPq9p2NXedsXDTr2Zn9y3PjqohpRmJQMzY8uHA2jlTjth4xPHzs2Ihw1/8/mG1iVZWVqx/w8otJckpabt8vkXKYsBV77b1r88Lx1d2MBPtKuNpM/qGQoDGonN2NbG6FAzbxPRYVLarDuZXpsd3hlISK539eAOIVReX3Ls/r7mfMrVTJ55lK+/ViZxelWbVyialrb6GTuTaGAs0dn9TrlM/IjIjwAvpI8f/34/baheX/8bJopWBWP//obV+6sdsz3dBKXURYvEdr7V+9cduj4uLi4vLT4sfLWFExpjwpowx4YeQzHYRRNTkOz9vR2o5NZnBqDI85LI7u4tid/0mEPFQByRriCPCKWyJGftKoNyKmj0Q95Ew4rOejdQm8iDxUAoJXtxga26pjeVnbQ0flH+a77GVr1e+mvF20y2n1Fj5tVE7WNNWlT0AlIcmB3NCk4P9gHcjpA3dsfmjlet2VBduasxNrDY7HrmkQ68+D/U5v9poyOtc2VC87aQFb/zuJO9d5/eo2HHY9jcvmDTwsHtuimR3ftreYHQqqN3UPVGb+a9tr/367wXnPLHREU5JWUd8PMbwxDKAu5Rhb73s7IrIyjaN2WA30GprR3xNh3qzdnZw9qseSfIQ8TXaO4jGstA6WUPXXjuzOgfiKjNh2O0Spu4aTUROOnpJRme7Jsf79D97XeFPGD1tjwoCXfyN1vPdtyeVtzOZNmRpapdQauHc89erm9cW1KfO71LXKUbi2JNmtE8NKV/3jw6qCvfc4FWDPyH7g9R0K7XBVwDUHLouZevrxRWB6rR42ro2Fe1n9A2lIq6RbVEYVdkE4j4aLBPTE8fbELSssNfO0LTxIkK3FBG2/0XZ9Fknlk2flf79rryfDhWlJUZFacnlAIn0Tku06ftCJcKf4U3eoH2p8wCvHcjy4U0xEKthNWJNzADs2qkTp/1ojXdx2Qta66FO8oReP0fhBKC1fkZr3c4VTi4uLi4ue+NHzbbnkIf4pc5F3PdWIr6rm4Aaw2QF4uNaj6Se9bBbMJnICGc1oE0Dj6HwGAapXoMoUscjJ1GfaSEJIhJx27PRWVems7wH6axnO22Z4cF+qb1a8XnUDnYan3HKr65KP+fxLr6FTSv8Q6455NrZlRljwjFEbNXecfPIxjtuHqmPb7t4rk7ufW5q0Piideba9at1sbE23/vmrrSCzd7a4r+tyio8vWFdz2dGPeopwUj8cdeMkSMCJWW/T2pY2jm1/ZoBGfV1FnBEzYLiaoC2v3rqDGVaC5s2drsLOCO93/zlFV7vqQU5fWrobjeGGjJriSUVxGsyUlRSyIsETp+AWCjW/evQTU1vH9YxBHg9MbsyyfJEkixPdtcu/S+Px2Mv2koBhCOmtaasTfLFrxzVd2e9P7HyvlGbzy9t15A+O2/zue8fXPV2Rl1ZdGl27iOlBU2RQMKo3ZLd1OaFoTvbzupdnX3pR60bRmwwzJ2FG2p6bOvS6qjNeSY25/vj5sHbsmPJgaixZuDKVK+yUECfvGpvwhejEYNE2ypPEIXRmIJnR1bs4bDfVlDtB+o9mJl/SD//X3u5VuY55/1nRUVpyZUVpSWBFt89FaUl2cCRnsrlpbVTJ56B1gXan2oakZq5WUMu/oOV3fPFeGaPGXZK6452MC+sJa38c0i2n0AdaWkJPNt/rH1ycXFxcXFxcflf5EctkttMaHLQQGoDvIWkDj8WSRBRxu6AxZMQi1NzWssoEqe0HRGBuYi1QgEbbIvuhkkYEUj1OEVvd8Q7FuR7N8YRF6hGK+b1KdNaa5h2FuIGtx54OGS1OuWJ+kdevePmkcv3dT9umzC1uaZUNpB0x80jl/eZNuOYCzZNH9J5Xe1lveZGByZ1WPOaJ7W+TcPmdhl44lE71Oq1hpzQcLs6pzY16hkP7CiaOWlVaHKwP1CRMSa8KTQ5eE796p6nNqwpzLXqM1MBI3Lmwdr694LO/oSZ5hHhmQS00xBUYDw7sl3syO32p52WbT0cSNgewxPDTl7XKmNZWYf1gfWtGrJ6bkkqOXlBzgBALemdiAZ9yfGOS5rafVpYe+umvOiltcmJf532SfaYXenx7ss6Nz6YMPS40g6NFasKGmP+mNmq+87kshWt63o0BLW/3a6UnQ1JibRBq5PthR1rQ9uzEyna5H1vJOvceKA6DqiUOoyGZLyYxNtU+zZvy4p1RSyE12vSj8XsGVLW3GmZvrMvOc2fMuHuostm7HmMMxbP+l2o35B/7us5OZBUlJak5BYVN1SUlnRGrs1tiBtqORIsuxwR+hMQa+s7QJEKV+t4vGGHJ950oy9ac34itd0/dXTdIgz/1UbUvEMrzxmGnehqWYldtWarxY9+Es25aHjn57KjZUMChCekjxzviigXFxcXFxcXlwPAT8HyRMaYsI1kPElB2jQKSWH7BdAdcfnagVSdjiAudzYilNoggmUncC8iuNobJhFktL7a+a0UaMj3blyHdGY/AVZgmU9Ed7YeBRyPiKw/Z4wJL+o4duOfvo1wArjj5pHNSnQU0Pq2CVON0xbEu9w0+s4/VEYH3rEts63/C/uEDQ1rel1thfLut0K5YSMQ1i/3sJ4qbd/g2dFj4yGZh81+oHTo2ON3Tj2pC7vrIMyI7mwT8udUeIAXyto2boy+N29hcsL0eWBpTFk9QoH4WiAaL8hrBF68cFr55/ne1MN1ks+TSE95xADTm4ANrdNmHbIprWLclPZNSVHTmN63TWhLRlNZNmmdQ7FNSdpIqCErMm/xWG0DK9swcUr/6voHTi4P1AXio1e1baxqDFgpxSvSO7et8QVWt2nse8zSHI8nTmXcjKZVp0bS3+tf1VCVnMjpvTFYmxQ2jj5zrhckjqkh4VUmNnEsKndmJbKR1OkLgEMh0RNrwXGpBO9ITkzffHfRZTOySorz+TKTvu4cZCye9euMxbNyvs152x9UlJYoYExFacmRiNA/F6mbdT1iSX0USYd/E9H6o0lEWgGdYwn7yuvetAo3pRb8bkdm9/xYm+IednLrSp195AKdcWjM9qf/yvalpBokThnxTP6MtNzWx//6lCPt3Gz/Gr+KNyL3houLi4uLi4uLywHgJyGeADLGhNcgaS7HIrWIXgBuRFLFfgE8CBQhGfo2RC21YVtj6uJ4Y9BC4pk04raW63zfilO1GpjVEGmzrbxm6PPArUiRxhLgQTMY+X2wzdaLM8aE12WMCZ+RMSa8HcQaFpoc/C5FSouArDtuHjkN6Ty/AnDjMo/3uMpu23ps3HCu1ZRqFM14+JaCM17qqlCPXTqz7QfFazIezV/VcU7bvy8bCXwYr859K2NMeEdWSbG/80H9zMjWjhP+1T71jg29Nl+yuGOdb0tOZAtwDRAwtFrjsVQxUFcV2ry10WefbSuGBNdu+mCbV30R7d7eS8Le1uj3bDtxweZTO2/1vOKLantt66Y+R67YOvftIzo2LfFurqrweRb++ZzGqcvaNdVtyd4Yza5OmK8etat74Zbk0NaMyMKoV4cz68x3lnSqY2tmVNWkJEJvDKpYG/ezsyIrXtuqxmO32eXJiiaTXNolvLopaEdeHLJzBSKS6iJBvTOvzhMIxJXvmIUZvqz6YEDj8wPDITmqsMrqCR99ceqx7zjHcvCfS+/qMnHFg/0nrniwC8BtvmW/3fOAZ5UU98oqKc4BCPUb8nSo35DKjMWzBn+Hc7fPXDj/yqHNnytKS5IRAX+sMykJEdBHA8aG6Nbgyu1hLyLaDTyBrqAKAMvnMeyJJzSVd0nEluUbRjlwKIYZR5l9MbyHK19qhKxukVib4sBHt3ZKxeNf2ap2+iISkYKMY66+JX3k+Pofcj9dXFxcXFxcXFx285Nw2/s2hCYHhwKjmxLed5eH2lUe5K16xJdeW4l00GsQC9MoJD5qCVCIBNmXITWSuiOufvVALGNMuDE0OagyxoT324G4bcLUoxFrV/iOm0euBzCHvqCsmed9aRuhycFLgLcyxoSr97aurJLiXKB7dXHJp0c/f8yNm3IjrWpSE8vGTGlTeN6c/InAbAt786a8SLDzrqSSdw+pGDtoTXataen424fseuy0eW3HBmN2qDo59klJD19bj67sOqt3KKdwS7C2oCaohi/Neu6zHvHVtmo8yE6K9dwRMLNqk3MCH/fZluu1qudtzIvmK00H0yKtdbV3Zyg5sUZhHGlqVVWTlkgB/o3FGYA/Kaq2Rn06x/KgnWP+MlIDwoNYSEzEXbICyNGqtW7vyd+xJb7IRutphzY2vDA/554t3Y3QpC6GdekAs/pZxGrTBqkE3hWxGJYjyUXC43uNq8wqKf4D8Fh1ccl/UiJnLJ7VP9RvyILvfTJbUFFa0h4Y/kD0w2dyVeqz5/iOeBgR7GlIUc1M4HykxtixiPvmImKNDetqPGd2aeX3AmuxE7UooxPKSFOx+pka+uJN0ShVjxTuLEWKEL6NuJuGEJfVixHrrKWidQd5q5bPSx85/mcXA+byy0Ip1aC1Tmnx/WKgv9Z6nFKqB/AwkuTEjxSd/Y0z30DkOm+FuO8uBK7WWu9Zw8bFxeUHxil2ex8wAHnn7EQGaGNI/2kl8l6vBx5qTgijlEpH4nHbI+/6u1vUgPo+7RkDNGmtn/m+63Jx2d/87MQTQGhy0AsckzEmPCU0OZiEWJgqgRMyxoSfdOYZgBSNnYm4+tkZY8Kx0ORgDtCYMSYc/qHad9uEqf8G/gDsuOPmkZXm0BfSEctYN2vmeQu/7/pLh45NXZvfNLbrjqQlltID1+Q3ZXfbnnyUCYt3ZtcN8UWCO5a3a6w9YmV6NwO13sYeuqZVuPzQjPXvLLLy+qbtTC9679DKz2xF59Pntfq8IZDIuu+CdY0HeSsHfJTIXXXDG+07fdGlvsOHB1eNP3xV2oht2fFbWlf5Xoz67HtKOzRO2NwqWoeIobVIpyjee2PwCJ9lZizq0rA9FX+nBPaSMPFqoDiv2gwkx701G1pFNiEp6X1IhsByA9XGRs9rFYstHRWqPWlu68uWl1lve3oGL+mZZc3dMCzY7/aEts57suGDynOTj85OMYLPIxbTWqBxfK9xW7/v8fw6KkpLugDrc4uKteOadzxitVyOFCUciMQ2HYyI925IWvydSGdxLnCLpfXUKlB5SjXH5aU6x26rczwCiKi8A3FJPdvZx3uAO3KLii9ykkykAdd7qla+qhKNWzOGj1vzQ+6/i8s38Q3i6UOko/WW81sfrfUypVQrJAHMOVrrEue3MxFxtfPA74WLy/8uSikFfAY8rbWe7Ew7CHnfbAHe1VoXOdM7I+VE/qm1flIpdQuQrrW+SSmViwwA5jtFqF1cfpF4fuwGfBcyxoTjwBTncxPiygctqsFnjAnPR9I777ls5QFo4vtIrMv1t02YOhzpTOcglan3B+GuO5I2AUcO++uiDcGoOfeG98c2jJg3K8uTXbX2vlM2JzXubBNc1Kn+qrHvFwwp6VpXtKFNODKPPKPvpqStd1y6vs0j/+ox47jblnR8eUhFTtSvX9dGl9arYk0fD5+XOubvZ2x6Jey3b8iv8Y/vuCtY/saRVY944kRs+FVOnccCPgpEVI/uW5OGL+3SuA7osrxjuBKoUvBuPdFCYBBi5VucpKN5TT7TD9yOuDHW+vDsiJF4xVJtf4tRUL7T9/mAJ/NyK/qqpcmH+Xp06Kd2VmQG+nwMdNHoUf193SenGMFjgA0+y5NyeFVnPTtv9QfA1okrHuwK9B7fa9xb++n4AuCIlcsBs6K0pBtiEcoDzgPeBa5AXiwHIyL9V4hIjrX4fwHQH8hMQueCCiNCPwv4EOjfaEfCgbjHMP2eBiS9/u8Rgfg3oAsQrSgtORtxB2zKLSoeW1HKQcg19iU3RheXr+KEa8q/VFzzvfsKfsjimq0RSzEAWutlzsexSEetpMVvr/2A7XBx+cUQmhz80n2cMSb8fe7jYUC8WTgBaK2XACilOracUWu9Xik1HhnYexJ516U6AiwFiTP/rwLuzjreRzxHjkAGDU/RWoeVUpcDv0EGEdcCF2qtm5RSf0IGad8FntFaD2yxrne01n2UUoci2ZpTkPfqxVprN4GSyw/Oz9Ly9FPntglT/YjL2qfAs3fcPHLHNyzynSgdOvaiopmTnnE+B4HroqY1em6X2jWWT5Xefv6GmUcuT9vRpsr/wOj5Qf300IN2VvBJUa/y5HXdtgbbPzlie/n4t9uv/93o1Q0Vma2PvGlryYKSum756XYieWr3xOKYV5e2rvbt3JYVu1NJIeIAmjQzwSbLyyagZ5/6+ooqn6+hbW37Aevzw55unrYfbLWqKrZYu94Gbv/te63rHzl+e542WIp0pDIOboy13pmcV7eN0HYNRaCSFfqBM4JHFhb6OrwZ0/E2Wuuzv4ivfaLY3+tCIPkTK7fdkWaFDTyBCJaewNzxvcb9RzBnlRQfU11c8tH3Pa4VpSU+ZzvPIALlDeBqxOJ0FRI3dxzQGXlx3AacgwidMGJZ8iFue5sRq5JyvlcjoioIrAFaJbDyDEtVGaZRi1irqhA3vVbOfFciL4blwGHAn53vk3OLiqd/3/11+d/AEU6PIiK8mSbg8u8joJRSFrCsxaQs4G3H8nQJ4gr0GeKC+6TWOqSUegMRT/t1wMPF5ZeOI5z2eh9/VwGllLoa6KS1/lKctyNW/mN5cqZlANu11kGlVCriYt4T8ag4W2v93l7WsRaxSC9WSr2CPCOeU0pla62rnPnuBHZqrR9oFk9a67uVUouB07TWG5RSNyHu7H8HZiEirEIpdTZwrNb60u9yDFxcvg0/mYQRvwRCk4OnhSYHOyNxVtckUd2tr3fK726bMDXltglTfXtbxhz6wm/MoS8E9vbbPvB+84eimZPCRTMn3Zkw9ZPtqgKbXhm0s/HMT3Mv/qR33VFddiZN+KBrm/rFORt7HbVNb5t04tbF11y2JqfrjryOD51AXU1aYrhiS9OUaLd2K9uGeweNeP+YqccA26szg/dq8jfmVRptsVmAxqdsugKH+C0ra5fPO2ebz9d7cV7l4iq77u7PY2WHbLF25aP138/btavh4RO299cG3ZGHahdg1qJkX8M2QnnpJNkKVir0eqBLsgrOS9jW+cfrwu5e5c3za9//WdruHbZ0zgCjKoAIktMRS88qIDxxxYPHNB+DW5LOPGPiigfHfMdj2ZIxiNiZA9yEjJIrYDAiXNYC7ZD7J4TEIh3Ebhe8V5AXm40IJS8S7xVBxFEcsVQBtPFgmoZpWIjwao+kzG+PpO7PddpTBJyKCKr1iC/6Iie7n4vLvvBX/rvDhfP9r99zvWGnMG4/rXU/ZDABACf2oRCJWRwKfK6U8n/P7bm4/C/zQ93H3wbV4vOxSIx5G6Qkx4NKqbS9LLNBa73Y+byQ3Qm9ipRSc5RSy5CY4d57WfYVxJUd5//LSAhAEfCRI67+ABR8p71xcfmW/Czd9n6qZIwJi1vehKl9gI+r4xmZL+8YXr+zrnHA0O7JK2+bMHUOYl5+DwjccfPIjcCT1szz4t9le0UzJ1XsOS055rn/pNcfDp0EZJUUB6qLSyJZFHeBTX/uuDNgzTty++1Bnbq03ud5eXn7imHLOjZ2UhAa6OsZWNBxldeGaEr/Y9v6Gqc9k6nSHipo2JKyIZgxuCad6q7e1iM2WruqE35rh4L4wb7uB23Um8a1UYHN22j4FGhrk/+FwY6PUer4F/Ly/g9xnRxmouq7e9qtLUtsHoUUuk2qo2mIgk9to3ObAZ7suzItb7vN9o7Ut72xDzzaYzXqpsCm+I4+QaN9H6U9tCK8PJxo6t7Gk3NMSIVHj+81LgEwccWDQaDXuebAN19myeff5Vg2U1Fa8n9AL0TsPYO43O1AzpsXcUfcjIz01SGCqNnCFHHm64vEL3VBHuYJxEK1AUl60R4ZqfchAmsnIsZsRBRdjCTEuBL42GnPNufzyYjw6uNM+9I14OLyFbT/ltP3C1rrbYgl9wmlVCnS4VkOHIoMELi4uOw7P8R9vBxJ7rSvHIwkkQC4BJigxY1prVJqA2KFmrfHMtEWny3EqwLgKeBUrfUSJ15y6F629zLwqmOx1lrrNUqpPsByrXXxt2i3i8t+wbU8/QDccfPIZcDZAa9xWWG+f31RG/97wHt33DzyZWQEFpyRm+8qnL6KopmTQs2fq4tLIs7/ddXFJZ98ceqMknczM4+v93g2AnNLO9Y/DHnHa2i/IrYxxzZ0ZwzKn2r8cIlCDWnUYX9K1rBNDfGExrKD9VZj7WDPIRWm6tC5k8o/ZLm1bfUOT6JuGw1lKQRzgPZKpZZ0MFudgGTmuRnxb16XQG0sS2yei3T8U4ClKQR0F6Nth2He1Pkhq/yqhfbGi7fbNWat3TRpfWL7wf19PXvFSLTdaa1stO2taOhcn2hqsLAfAF6euOLBDyeuePAw4F8AbYuO+hC4rKK0ZIDjevcfKkpLelSUlpxYUVrirygtGbvHb94WXz9CBF8W0IHdxZctRPy8hrjy5SFiKQhMQ0RRoTNfJ+TeakTOsz+uE35L293ZXeB5GHCIM08bZ1oOYlnr5bQliNSMWoB0OP+K1MxKR9z2Dge6VpSWtP6Gy8LFBUTgf5vp3xul1HFKKa/zOR8ZaNiKlJ74tVLqsBbznu4kknBxcflqfoj7+GPAr5T6TfMEpVRfpdRRe87ouODdDTzQYrvDnd9aIRah9d9i26nAduc5cf7eZtBar0PerX9EhBSI90muUqrY2bZXKbU3q5WLy37HtTz9QNxx88jmhBWv7zG9DrFY/ChUF5do4JOskuKOQJ1ixx+BkxuIfKoxRmm8xYrEUg0FXjwNCxPV3ZMDyWYNjTtDhNtPTyxJzlRtaSC8pYHIUqCngYo1EL7UxGhI1lvf85IxDPg3MjqlgLO1MfAuZX8+AnnQpgPtj/YfOjfdSNYRFb1jZnRJWYOOlFbb9X/MN7POLfS1fyem4zcYtvFeP1/Xrmvi5ZmGUr5WwdxAPdGJwFmmViuP1J0uX6DKbz9CdywHGN9r3D0VpSWHIILnP+QWFa+qKC0pBNrmFhX/p9BuRWlJBnByRWnJZ8A6JADWhzzQFyfshMdQRm9DGQlEEJ0PvAOcgcRwjANGAnrdTo+nS6tEHRILZSOdxLZAYkVia1M3M9+bpPxJzjHZjliksp31RhGx1I/dcU9ZzvHq5cyzDRFS2pn2OpLx705nn0/PLSr+r+vNxaUFt7D3WIlbfsBtjgT+qZSKON9v0FrvAFBKnQPcrZTKQ+6X2cAHP2BbXFx+Cez3+1hrrZVSpwH3OTFFEcR9/Bpnli5KqUXsTlV+f3OqcuAvwFOO250CbtJaf5vEXH9EstJWOP9Tv2K+l4G7kMFJtNYxJ0Pn/U66dA8SX7n8W2zbxeU74SaM+B8mq6S4JzJKNBB4S5N6uE91uTau6yrt6KZuKpC/RumtmUCrXJ1uZ5mptSvt8rTeni7BVYkNVgqBcLaZnrTF2hlPJRCqpskAnvZi/iaOVYV08jshsVkpiIWl1kDVP596beXo+kklTUR7IQ/+u/x4ykC91NXTdsJpyYP6j+817o2JKx78PfDJnbXP1/0u9bR2qUZScwKG+Phe4xZVlJYEEAtOE7Art6h421ftb0VpyYXAlNyi4iqAiSseTLoj1scL+NZ4fIcgWcHeReKU2gB2wrZiHsP0sFu8bHWOVxSJUQoCu4DWu+pMb16aVY9YkGxEJG9HrFcpze12/kDcAJuneZAXVkXztpE4KQsJxm0HTEdiqzYAm3KLiidWlJachAi5l5w2JucWFTdbN11c/osfIduei4vLfuYHyLbn4uLyLXDF0/84ThHeIJJ+uxvQRpOcruOxeuXv1krZKz4DBufYbT2VapuB0qnJJDUd7O3csVonx2L2tqWb7e09YyQspLM/C7C6ewpy66zG3jt0zfMG6th+RntVS9S31a6uLfS0m3KUr/dB9ze9fTpifelfXVzyWXObJq54sDXQcXyvcSUt2nkwsLK6uOQr63NVlJacm1tU/OJX/HYasDS3qHids40C4KQ7Yn0+AJLXeHwJRKRkIiImydmf5kx5Vbuo35FH6sdILBLA88BFiHjy1Ggd+ELr2uGG4XHWsx0ZRUtFhE29s64kZ7+TERHWHPsUcraXcP6SnO+ViHBrjYzMr0EEVCbiKtiAWM0OQbICdgXW5hYV/1e6WBcXFxcXFxcXl++HK55cAMgqKT4C6bAvA6LVxSV2VklxLySDzVE2KakKq1IRXn+4r7D4i9jqpphqHdB6e4PC2glMbqUyrtupQx8Ch5+dNPScz8KlD/gMb1m1VdfnPM8Rixv8qMJEdubN0ZeubhZBWSXFHqBXdXHJ0u/T/okrHuwxvte4VV83T0VpyW9zi4ofduY/e3yvcS+3+O1URHScj7jLtUYEjQexMNXb2MkJbJ8BtgfP50ja8GbrUF1Ca08lNOUrZSMFc4ucZQOISPI48zdn3osghXKjiLjyO5/jzjpNpC5GJ8QVsBIRTssR69jpwEOIVes54E4kE9GRwPzcouJmVykXFxcXFxcXF5f9gJswwgWA6uKSz6qLS+ZVF5eEq4tLbGfaCsSy8oJBw+lH+DoCROfGysqTCdajy0Me9ObRScdlKCgalXRY6rjUU4xCb/sTu3nbBgcn9Z1ZYdfmdzdan3518PjbpkcWfbTerKtvaT2qLi5JfF/h5NBp4ooHzW+Y5/nmDy2Fk0MMidFKR1wAa5EsexFEzAQNDOXDk/Dg2eRMjzm/2cACj1JV+Ur5kDinzs7vyYh7XhJiYWouoOtDLEfN1i0PIl79zjzNYmoI4ga4DYmhm4ckqDgbSV0+FNiE+J3X5BYVa6QelZsO2sXFxcXFxcVlP+Nanlz2iayS4usRIdAL+Bsw9KKkEfbsaOnnF6QM79BoRxY26PDwD8MLzYtSRqwG2kZ17LOIjh+abiS/Nr7XODurpDgJyKouLin/MfdlbzjJJMYj1qd+SOxRIyKCHkdSlGcjdZZMy7ZMANMwmy1PCXbHM4Wc5SKIcGpOzGI5/w12J7SoQY6rgbj0Nacuz2K3AEo4vy102jbDaUsC8Xf/CPg/xPWyszNfXm5R8cff97i4uLi4uLi4uLjsxhVPLvtMVknxo8Dt1cUl20ASLozvNa7J+dwBKXp3L5Ix5wvgTSB5fK9xm36cFn97nDTmxwIDgDTEQrQasfx0Q+o2RW1t+7TWEdMwfUgsUxKSIa+N8z/ZWdZid/IHm91Z9GJILFSze55GBFItUI1Yr3zAP4FznfW/iSSryECOcQaSOr01cBbiJjjMaftWIC23qPj+/X2MXFxcXFxcXFz+V3HFk8t+YeKKB09Ckhmkje81rurHbs++UlFa0gkRMH1zi4rfrSgt6Y2Ij4uR7HsjEetRDbuz4NUiwmcuYonTiGud5fyW4azeYndaej/inteACKuAs1wTEhcVQkTaKOdzBrtdAkNIUo+FSGHRJ5BCvBuAx5CaUxciKdQjyHmI5hYV79caYi4uLi4uLi4u/+u44snlf5qK0pJxiBDKBiYi1rNDkWLGbZDq577Vtp3b3TCSEKuQFxFJXRDx05wIQiOudM01njq0mB5z/izEolWHJIfIQ1z2ml3+wkjclcVut706xIUwl92uegqpM1UPfI7EQ1UjhQufdbZV3Zxd0MXlx0QpdTFSo6UcSXCyHviz1vqzFvNcD1zG7jjDB7TWzxz41rq4/O/hFLG+Dxk8DCHu4//f3pnHR1Wd///9zEz2sBMIIJsom4C4objhktpW26rV1n61WpdqtVqrrX6/+RFblxpMq7bVWrtoW7VVa7Vq3ZeouCKIshoUZTFsgSRAQkgySWae3x/PSR1jCGEThef9euU1M+fee865N3Pu3M95lnMZ9luyAFv4vnWdp9tb13kSkZHY+oj7A0WqelNKnd2xCb4x2O/guao6TUS+BVyDZYudoKozO9G/u4AnVPWhrTi3a4C61L6F8iGhzjFbWueOREROAhaqaln4fB3wiqqWbkOdv8fCD9KxJFStCbau35prurvjCSOc3Z2nMaEzL6wRdTpwH/ZDcBiWNKImX2Q2cBtwD2YhGoAJmVZ3vHo+GeM0CBM8DXwysUSvsL2JZLIfmmy1TK3Bbmo5of70UH8TZnWaDcwK5cOxH7YDgUNCW9cES9MLmIgqwLLxOc7nhQdUdT9V3RsoAR4WkVEAInIh8CXsQWo8cCw2QeA4zg5GRARzC5+qqsNU9QDg/2ExvgCLwtgdBXwHuExEzgnb1mJLZNzUtl7M7fwZVR2JrVG4IJTPx36fXtkhJ/TF5yTMqwUAVf35tginUMfF4d56PPb/HB/+XDhtBS6enN2deuBZIL1y/rQLMNFRjLm+5WA3+9VdRZZgC9V+D7NMRTC3vSrMQtQa41SPzbBlYBakNEz8ZGNCaiMmimpJ1CdpXJ2LuQR2CcdnYLFVkbBfHLNCHYYli4hgM0a3Y/FOD2OibHrl/GnZwIdAv7wxE2/ALGmO81+m3F5++pTby5dOub08GV5P39Y6RWSIiLwnIneJyEIRuVdECkTkdRH5QEQmtD1GVV8C/gxcEIomAxepam3YXquqd29r3xxnV6T77JdP7z775aXdZ7+cDK/bOo6PBppV9Y+tBao6R1Vfbbujqi7GkitdGj6vUdW3+HjxdwBEpBtwJJZwCVVtUtX14f0CVe1waRExbhOR90WkFPPSaN12rIjMEpF5IvJXEckI5UtFpHd4f6CITE2pcl8RmRbuSee3015URG4UkbdEZK6I/GAT/bpLRG4VkTdEZLGInJqy7cqU469NKf9ZOI/XROT+YGVHRM4P+88RkX+LSLaIHAp8A7hRRGaLyLDQ5qki8hUReTCl3qNE5Inw/rhwfu+IyIMiktvR9XW2DRdPzm5N3piJq/LGTFydN2biHXljJv45b8zEkVgs0VnYTFox8G3gQizRw0eY1Wc9lryhCxbHlOBj0WTiyD6nYVajBuzmH3t5QXYaMIK03Bay+sWxlOUZ2I+P8rGrXxITXYq5S1wKLH40mZj9SjL5Q0zMLceSWKzMGzOxPm/MxFmtWfbyxkxsze7nOAShdAfmTirh9Y7tIaCwLJU3AyPD3+nYemNXYMKoPd4BRopIV6BLeChzHKcDglD61DjeRgE1Boup7SzvYOO8I4ZiWWv/FoTOnSKSswVtnAyMwCwwZwGHAohIJuZOf5qqjsU8OS7qRH3jgGOAicDPRaR/m+3nATWqehDmuni+iAzdRF39sPvb1zArOiJyHDbxOQGb6DxARI4UkYOAUzDL21cxj5FWHlbVg1S11Sp3XnBlfgy4MliGUl3vS4GDU67jacA/g2C8CihQ1f2BmZjAdXYQsc3v4ji7F3ljJv4SoHL+tPPzxky8I7y/AFuw9g1MVDViImkFdsNcg1maWlOc98RiOwR7sEwL75OTRtW3ph5XzC2wRzhuECac6vk45fnQUN8zQD6w/qRI9OXweVlY1+mxHXYxnF2JKZgYTyU7lN+3jXUvUdV5ACLyLvCCqqqIzMPiCNvD3fIcZ8vZkeO4s3Rm7MYw9/cfqep0EbkFKAR+1sk2jgTuV9UEsFJEWpfeGIHdbxaGz3cDF2PxWh3xH1VtABpE5CVM5MxO2X4cMC7FktQN+21f0k5dj6pqEigTkb4pxx+HudeD/f7vjU2w/kdVG4FGEXk8pZ4xInI9liAqF/OC2SSq2iIizwBfF5GHgBOA/8XWgxwNvG4emKRj6z06OwgXT46zaR6onD9tNDaz9zdsxqgc89dehVmcWjAf4j6Ye94GbEbubcxCtQ8mhtJDnWsxkdSI/eC1zn71xQJrT8IEGVgSiIFh//fzxky8oXL+tBeA6W5VcraCQVtYviXEU94nUz4n2fTvzH7AAlWtFZE6EdnTrU+Os1l2xDh+Fzh1s3t9zH58HL+0KZYDy1V1evj8ECaediQtfOxRldlmW9vsaG0/Cyb0PiFgRKQYEymEmCH45P1OUl5vUNU/tTn+sg76exdwkqrOCUl1jupg31b+CVyCPUvMVNUNIWbteVX9n04c72wH3G3PcTZB3piJtXljJpbljZn4NBYL1RcTPc8Df8AWCx6LxRmNxSxFgs1U3YQ9NN4NzMXE0zOYYFqOWbDWYDOFa4FrgQ+wG3pf4La8MRMvzxsz8VTg/hDDBCAunJytpHwLy3cYIjIJi3e6IxTdAPw+uPAhIrkictZn3S/H+QKwI8bxi0CGiLTGICIi40TkiLY7hgx1N2GZXTeJqlYAy0RkRCg6Fijbgj69ApwWYpH6YXFZYDG/Q0Rkr/D5TODl8H4pFpMM5iqXyokikikivTCR8lab7c8CF4lIGoCIDBeRHFUtak2usJn+Pguc2xprJCIDRKQP8DpmKcoM276WckwXYFVo84yU8g1hW3u8jFn0zseEFFjG3cNar4mI5IjI8M3019kGXDw5zmZY/8esvdJeOyY9b8zER4GvY+b+72OWqLOwFK6KJZA4DLspd8EeDGsxV7zZ2E19HJYhbwUWP9UbS/pwCSbCHgQe5eNAerCMRQDkjZn4+g45SWd3YDJmBU2lnk3HJG1vTgsB0AtDm6eoauvs9R+Al4C3RGQ+8CpmtXIc55Ns93GstmbNyUCBiCwKrrc3YG7lAMNC3NIC4F/Arar6N7AU5yKyHIuxuUpElrdOggA/Au4VkblYHNCUcMzJ4ZiJwJMi0p672iPYhGIZluV2WuhrI3AO8GBwC04CrYkurgVuEZGZWBxyKnOxe8ybwC9UdWWb7XeGtt4J96A/sQXeWar6HDYZOi306yEslvMtzLV+Lpbddx621AmYC+N0TGC9l1LdP4ErwzUf1qadBPAEFj/1RCirxNamvD9c62lsPibN2QZ8nSfH2QYq50+bAMTyxkx8o3L+tLPyxky8J5Sfg908bwOuxzLqDcHc+U7G1rkZg92sZwE5eWMm1n32Z+DsToTkEFMwF59yYPLkHw76rOIkHMfZDoTkEJ8Yx+vHT/Jx/DlFRHJVtU5EsjGL2gWq+s7O7pez9bh4cpytoHL+tMGY1egdgJC4YVP79gAOzRsz8cnPqHuO4ziO43wOEJH7sIQOmcDdqnrDZg5xPue4eHKcLSB61H1nJaaefk/l/Gk5QFbemIlVO7tPjuM4juM4zmeDZ9tznC3jaYC8MRM3YinEHcdxHMdxnN0Etzw5juM4juM4juN0As+25ziO4ziO4ziO0wlcPDmO4ziO4ziO43QCF0+O4zjOViEivcLaTbNFpEJEVqR8Tt/ObV0nIgXh/WUh7W/rtqdEpPt2bu8aEbliE+Wt5/meiPxBRLb5t1RElopI7/Dely1wPjNEZEhY2yi1rN3v/+cZEekuIj9M+dxfRB7aAe1MFZED2ylPE5ESEflARN4RkWki8tWwbamIzAt/ZSJyvYhkphz7jIisF5En2tQpIlIsIgtFZIGIXBrKR4b646n/p/b+l23qO0RE7gjvJ4jIKyLyflhT6k4RyRaRs0WkMpR9ICLPisihKXWMF5E3wz1wpohM2IprOD0cXx7aav3dGLKlde0MXDw5juO0oa686py68qq2K9Q7bVDValUdr6rjsYUqf9P6WVWbRGS7JSVS1Z+ramn4eBmQnbLteFVdv73a6gS/Cec8GhgLTPoM23Ycp326A/8VT6q6UlVP/Qzb/wXQDxijqvsDJwFdUrYfrapjgQnAnthCvK3cCJzZTp1nAwOBkao6CltAF2AtcClw0xb28avAMyLSF3gQ+D9VHaGq+wHPpPT3AVXdT1X3BkqAh0VkVNj2K+DacA/8efj8CUTkLhE5alOdUNWDU45/IOV3Y+kWns9OwcWT4zjOp1kMPFBXXpWxszuyPXmqdPnpT5UuX/pU6fJkeD19e7cRfjT/KCLTgV+F2c1pYRbzDREZEfY7W0QeDjOuH4jIr0J5NNQxP8zSXp5S76lh5rU/8JKIvBS2pVptfhKOnS8il4WyIWHW9g4ReVdEnhORrLDtfBF5S0TmiMi/Uy1anSAdW7tlXTvXoa+IPBLqndM6cysi3xWRGWGW9U8iEu3gWvYLM8Ozw/kcsQV9c3ZR/rJkwel/WbJg6V+WLEiG1+0+jlMJlpZfhu/twtbvYRirN4Xv5lwR+VEoPzaM93ki8lcRyQjlS0XkWjGrzLxgPYmE8u4p7X0Qxk9eGJNvhb/DwvZrQr1TRWRxuCeAPeQPC+PlxlQrjIhkisjfQruzROToUN7ufShs+0OwrLwrItdu5hplA+cDP1LVOICqrlbVf7XdV1XrgAuBk0SkZyh7AdjQTtUXAdepajLst6b1VVXfAprbOSba3r0ucCxQClyMrTk1LaVfD6nq6nb6+xLwZ+CC1iKga3jfDVjZ7kXZhXHx5DiO82k+BF4EBuzsjmwvglC6AxgMSHi9Y0cIKGAP4FBV/QnwHnBEmNn8OTAlZb/xwGmY9eY0ERkYygao6pgwS/u31IpV9Vbsx/poVT06dZuIHACcAxwMHAKcLyL7hc17A79X1X2A9UCrZfFhVT1IVfcFFgDndeL8LheR2cAqYKGqzm5nn1uBl0O9+wPvhpnb04DDwqxrAjijg3ZOB54N++4LtNeOsxsRhNKnxvGOFlBATFUnYFbfq0PZBcAQYLyqjgPuFXNFuws4LYzfGCYAWqkKVpk/AFcEUfAf4GQAETkY+Cg8xN+CWXkPwsbrnSn1jAS+jFlxrhaRNKAQWBQsGFe26f/FgIY+/Q9wt3zsNjeeT9+HAIpU9UBgHDBJRMZ1cH32AspVtbaDff5L2G8Jdl/qiGGhTzNF5GkR2dz+sIl7XZhgalbVGmAM8HZn+hp4B7vmYN+BG0VkGWb5+n9bUM8ugYsnx3GcNuQO6r0CeJw2D+5fcKaQ4uoWyOaTYmZ78aCqJsL7bsCDYQb4N8A+Kfu9oKo1qtoIlGEPgouBPUXkdyLyFaBTDyOBw4FHVHVjmN19GGi11ixJETlvYw99AGNE5FURmYcJmdT+bYpWt70+QI6IfKedfY7BHhBR1UR4YDkWOAB4K4ivYzH3nU3xFnCOiFwDjFXV9mamnd2LHTGON7VmTWr5w+E1dewUAH9S1RYAVV0LjMDG2sKwz93AkZup5wFMvAB8J3xurf+2MFYeA7qKSG7Y9qSqxlW1ClgD9N3MOR4O/CP08z3gI2B42NbefQjg2yLyDjALuy+M3kwbW4p0Yp8MoDGIuDuAv3bimE3d644DntvCPraS2teLgMtVdSBwOfAXABH5crD6zQa+AdwZPk/fyjY/t7h4craKEy5b3u2Ey5bnnnDZ8s4Mfsf5InIb8I268qpjdnZHthODtrB8W0hdQPoXwEuqOgb4Oubm1ko85X0Cm91eh1lZpmKuLamzzdvCp9oK7+8CLgkz0te26V+HqGozFidw5Ob2DQjmKtPq3z9CVa/poP5XQt0rgLtE5KzO9s3ZZdkR47ga6NGmrCdQlfK5dfykjp2tob16pgF7iUgeFifUKrAiwCEp42VAmBRJrWd79um/dYnIUOAK4NhgVXuSju8NHwKDRKRrB/v8FxHpgomahZvZdTkfX49HMCvY5tjUtfkqdr8CeBebyOks+2GWeYDvpfTpQcz6h6o+mxID+xjw/fD54C1o5wuBiydna9kbM7XXnXzZ4qZfX/HgpQAvvfJu2oxn7hvfulP0qPti0aPuy44edd+I6FH3ZW2iLsf5PPI/wA+AwXXlVcN2gfin8i0s3150wx7+wYKfOyS4lkRU9d/AVZjLW1s28MlA7FZexeIIskUkB3MFenUzTXYBVgW3n45c6NrrqwCHAYva2fwCwV0pxIZ0C2WnikifUN5TRAa3c2xr/YOB1ap6ByYi27sWzu7Fdh/HQZCsEpFjwL6XwFeA1zZz6PPADyQkhgnHvQ8MEZG9wj5nAi9vpn3FhMGvgQWqWh02PQf8qHU/ERm/mf5s6r4Adh84I9QzHBOb73dQV1dsEqhGLLnCVzdzDvWYBeYWCZlGQ8zWt9ruG6xntwOPhsmijngUaHVPnsTmxVa7hHvVOD52/b0N+F5wk2zd55vhXNseOwlz0bwjFK3k4yQ5xwAfbE2fvsi4eHK2iid/u8dM4EvAbxJEb8+RhhfCprT8yjtOXf/HrNYHzSHYrERXtm1myHF2KHXlVV+vK686u668ap+68qql2A/WxVgMzEPAF33WfzJQ36asPpTvSH4F3CAis+jcPWAAMDW4fvyD9v3p/4xljHoptVBV38EsSTOA6cCdqjprM+39LOz7Ohaf1RlaY57mA1HsQagtPwaODu6AbwOjVbUME4TPichc7OGzXwftHAXMCdfuNCwGxNm92VHj+CzgZ+F7/SKWTa29SYFU7sRE21wRmQOcHlzfzsFcdecBSSwT5+Z4APguH7vsgWWTO1AsGUUZZoneJEF0vS6WwOLGNptvByKhTw8AZ7cmdthEXXMwd733gPuw+8PmuAqoBMqCm/ITfNLt+KVQPgO7bj9o3SAir2JWnGNFZLmIfDlsKgFOCf2+Afh+2D9fRJYDPwGuCsd0ZPU6AJgVhCohpuw7wE1iqcoXYDFkra7BpwWXu4XYd+sUVW21PJ0P3Bz+51P4OJHEboOE6+g4jrNbU1de9SbQGxP63TF//+jq+e829x6+N9H09JOxNLjNwBW5g3ov2Wmd3UpCcogp2KxrOTD5+II97tu5vXIcZ0sIySE+MY7PGzrKx7GzSUTkKuBDVf3nZnd2NouLJ8dxdnvqyquOA/4XyMUCg9Mx14RqzBKyFmjEYnGS4bATgarcQb3f+sw77DiO4zjOTsHdqBzH2W2oK6+KYClaV+QO6l2dsqkGC4bdC8v2Ng1zvzgCE05JzAU1NUHKXZg71vE7ut+O4ziO43w+cPHkOM7uRARLYLA/Jn4AyB3UezoW90JdeVUXoFfuoN5L68qr8rEsS/nAPZiYuhtowAJ3NxdP4ziO4zjOLoS77TmO46RQV16VBwzIHdR7dkpZRu6g3psMLnYcx3EcZ/fAxZPjbAWlhcV7AaMLSooeSyk7HJhWUFKU2PSRjuM4juM4zhcVF0+O00lKC4sLCkqKSksLi/Mw160JwL+AidiidE9iaYcvLygpiodjBgLdC0qK5pUWFqcBXykoKXq8tLA4v6CkqGLnnInjOI7jOI6zNbh4cpxNUFpY3BdbYb0f0Av4K9AHyAaasAX04sBQYGl43z+8X4yt/9IXW5huGbbg32th26XAWwUlRX/6rM7HcbY3IjIEeEJVx6SUXQPUqepNO6C9p4DTw8fTVbW99ZVS958KXKGqM7eyvbuw83uonfJJWKKRTOB+Vb12a9poU2+dqua2d10dZ0ciIgr8WlV/Gj5fAeSq6jU7sM06Vc3dTnVdCNSr6j07sx+fFSJyNvCcqq7c2X3ZHfGEEY6zaQ4AZtYuXnNdJCP2nez8bvWRaHQdJp56Yw9O72BJCIZgYqoKGAGMCnU0hNfngbOxdYKWYYt/riktLP4psL8mdXntotWvd9s7f2/gTaC5oKRoxmdwjo7zhUFVj4f/irYf0v7itJ8VV6rqQyKSiS2KeY+qfuHW/nKcQBz4pojcoKpVO7szW4qqdmYh3l2Js7FFul087QQiO7sDjvN5orSwuEd47QJcDNyaM6BHJCuv67xINHov8Bi2Kvf3gJeBPYGbsFXApwI/w1Yk/ycmglYC72LZ3R4EWoDVwCXJZPLeREviF8C3ki2J45vrGr8DnIlZt6pLC4sv/mzO2tldWPXoc6evevS5pasefS4ZXk/f/FFbj4hMFZFfisgMEVkoIkeE8n1C2WwRmSsie4vIlSJyadj+GxF5Mbw/RkTuDe+XikhvbLwNC8ffGLb9n4jME5E5IlKS0o1vtdN+VERuFJG3Qvs/COUiIreJyPsiUoqNxc2RGV43tnP+e4lIaejTOyIyLJRfmdJ2hxar9q5VJ/rk7MKUVVacXlZZsbSssiIZXrfHOG4B/gxc3naDiAwRkRfD9+8FERkUyu8SkVtF5A0RWSwip7ZXsYj0FZFHwjiYIyKHttmeG+p9J4zhE0N5jog8GY6ZLyKnhfISESkL/bkplF0TrGXtjrtNtbEpwjm/F85xoYjcKyIFIvK6iHwgIhPCfj1F5NHQlzdFZFxKf/4a7oGLW+9tYdtPwvnMF5HLUsrPCvXMEZG/i0gXEVkiImlhe9fw+VvAgcC94b6QJSIHiMjLIvK2iDwrIv3CMZemXCtfIHc74eLJ2e0pLSzeM+XjyaWFxXsDJwHzgDeiGWk3R9NjAAo8hK37MxQbPz8HktVzy8/AFlYdD9yjieQQTSbzgS7Yw9VMbJHVKmAgEItEIrOjsWgVMC+aHvte7/2GbMDc/v4Q6snakeft7F4EoXQHMBhbr2owcMeOFlBATFUnAJcBV4eyC4FbVHU89hCwHHgVSwVPKMsNDw1HAK+0qbMQWKSq41X1ShH5KrZo8cGqui/wq820fx5Qo6oHAQcB54vIUOBkzHI8GjgL+MRDXhtuFJHZoe//VNU17exzL/D70KdDgVUichywNxYzOR44QESO7KCd9q6Vs5sShNKnxvF2ElC/B84QkW5tyn8H3K2q47Dv9K0p2/oBhwNfwyY12uNW4OUwDvbHJhRTaQROVtX9gaOBm0VEgK8AK1V13+DC+oyI9MLG6T6hP9e3096nxl0HbXTEXsDNwMjwd3o41yuAyWGfa4FZoS+TsSUtWhkJfBkb61eLSJqIHACcAxwMHILde/YTkX2Aq4BjQr9/rKobsEnZE0J93wEeVtUHsWeKM8J9oQX7H52qqgdgIQbF4ZhCYL/Qvws3c75OJ3Hx5OzWlBYW91ozY9HVpYXFMYCCkqK/YuKmCegBlGGm8QzgzoKSomkFJUVvA1OAG7EHrad6jRs0pqCk6ESgFDi4bll1j/qKmlzgBSypRHfgacxlbz4wB/vhm46tF/Q34DBgCWaxOhG4OWTwc5ztwRTM5TSV7FC+tWwqaDa1/OHw+jbm3gq2CPFkEfk/YLCqNoTtB4hIV8yFaBomFo7AhFVHFAB/U9V6AFVdu5n2jwPOCuJnOhbTuDdwJBa/lAixBC920OaV4cElHzi2ndn0LsAAVX0k9Kkx9O+48DcLc/sdGdreFO1dK2f3ZUeMYwBUtRZ7+L+0zaaJwH3h/d8xAdHKo6qaVNUyLMa3PY7BJgUJY6umzXYBpojIXOw3dECoax7wJTHr9RHhuBpMCP1FRL4J1H+iok2Pu0210RFLVHWeqiYxwfeCWqKAeXx8Lzk8XBNU9UWgV7iHATypqvHgBrkmtHc48IiqblTVOuz+dES4Rg+2ukym3MPuxMQW4fVv7fRzBLb4+/PhnnYVsEfYNhezUH0XE1nOdsBjnpzdjrLKikOAWaPz8uNA/z4Thv2ioKSoBUxMYQ9+y7CZnAXYg84pwEmlhcXHAXc1b2j4ZmN13ZguQ/IWYjPUbwdXvzeBB7oMybsBmx0chN2k07EZqOXYTXRPzO3vAuBZ4H2goffIgf0/mjpvdU5+9xeB44HTQp/2BG4pKClK7vAL5OyqDNrC8s5QjU0ypNITmwRopXV9rAThN0dV7xOR6diM6lMi8gNVfVFElmC+/G9gP/pHY7O/C7ahj59qH3uQ+pGqPpu6o4gcv6WVq2qdWGKKw7F+bw4BblDVTiWL2dS12tJ+OrsMO2Icp/JbTNS395DeHqnr3wmAiBQTrCVhgmFznAHkAQeoarOILAUyVXWhiOyP/RZeLyIvqOp1wWXuWOBU4BJMeGxVG1twbsmUz0k69/ycenzq/afTqOrrwYXwKCCqqvPb2U2Ad1V1YjvbTsAmhb4OFInIWFV1EbWNuOXJ2S0oLSzOLi0sziyrrNgbc41LAhSUFM0DskoLiwtLC4u/j80AvV1QUvQGJnbKgA+BxQUlRTdjPypDJBqZ1FLftAHLqPc+cBQW8/AYJppWhPJXsVnlx4EKLN7pI2ym+yPsITOJxVf9q+q9ZZMzuudMaK5rzAZ+iomtImCqCydnGynfwvLNEmZOV4nIMWD+/5irzWsdHSciewKLVfVW4D9YRkqw8XIF5qb3KuZmMks/nRZ2A+YS28rzwDkikp3Sj454FrgoJZZguIjkhHZPE4uJ6oeJtw4RkRjmgrMotTy43CwXkZPCfhmhf88C54pIbigfICKbjK3q4Fo5uyfbfRynEiwe/8JcW1t5A3MZAxMhHVqCVbUouNSOD0UvABfBf+MN27oFdgPWBFFzNOaKiIj0xzLo/QPz9Ng/jJtuqvoUFp+1b5u2NzXu2m1jO/Aqdk0IAqcqWPA62v8kEckO95yTQ9mLWHxmr1BX6j3sHszylypoU++B7wN5IjIxHJsmFisZAQaq6kvA/2HX4AuVVfDziosnZ5ektLA4q7SwOPXmOBqbwV4NTB2dl99cWlg8rLSw+FCgFrMy9cFu8q3m7rXYDe1y4N+lhcWTMfeFE2LZGRk9Rg/oh4mnNaHub9THomlrstLLMJecn2K+1oOBb2Mz6kOxpBCPAMMx61OvUHYu8H2SyXPWv7fyDGBmQUnRZEx4tXXTcJwtZTJtXFzC58nt7LslnAX8LLiLvAhcq6qLOj6EbwPzwzFj+DhO4FUshmKaqq7G3HM+9aCmqtXA6yHg+kZVfQabuJgZ6rxiM+3fiU2MvCMi84E/YbPCjwAfhG33YC5zm6I15mku5sbzcDv7nAlcGlyF3gDyVfU57EFomojMw+Iou7RzbCubulbO7smOGsep3IxllG3lR9jkxFzsO/3jLazvx8DR4fv+NvZ7nMq9wIFh+1lY0iWAscCM8N2/Gotv6gI8EfryGvCTdtr71LjroI1t5RrM3XguFvP1vY52VtV3gLuAGZjL8J2qOktV38XilF4WkTnAr1MOuxez8N+fUnYX8MdwbaKYFe6X4djZWKxXFPhHOOdZwK2qun7rT9Vpxdd5cnYJgmtbn4KSogXhc29gz47SfZcWFmdgZvsfF5QUXRdc8o4Of+uwdZkEC7j8CNgHsx71xFz7qsJrJPxlNwu9l3XNXrxnTf1SzBr1GGYyfxj7Qfo1kIa5WKzGFtY9AkhLJpNUvbV4XZ+D93oLm6WbDUSveq/vxutHri7BrFR9sZv1uQUlRT54nS0iJIeYgn3/yoHJ/U467r6Oj3Ic5/NESA7xiXE8Oi/fx/EuilgWwxNV9cyd3RfHcPHk7BKEFOOXYi5zWZgAegCzImVhQiWGWZOOKCgpeqq0sPgKLDnEaiyJw5GYmDoSi106Obwei4mkdMzKlIfNiNf2Gj6gunrhinewma4mLB35ycCqxuoNPUVkfUbP3F6h/j5Y7NK7oV/vYiJtXDiua6Kp5avR9NhMzLT+YdWcj2K5A3rmZfbuMhxzHyzDRFQF8E5BSdGq7X4xHcdxHMfZ6YjI74CvAser6sKd3R/HcLc95wtNaWHxfgAFJUXrsPTECWyB2TsLSoo2AMMwN5zhmM/2S8BtpYXF3wS+hGW4uxBbbPPbWHKHNCyGYTUwSlVbNJmMYAveZmO+xuuBluqFKzZg6UvfA+pCO2vIyU2P5WS+H8vNHICJt16YH3kcE2EtYf9VWMxTBDizes5HG7Eg/AzgjF5jB53RuL7ugPj6jYMa123shYm20zDxlLa9r6fjOI7jOJ8PVPVHqrqXC6fPFy6enC8UZZUVA9oU/TfTV0FJUUNBSdHqgpKi1MDZ1oVmp2AWntVYcOW1mKCJYhajFiz+KB3LrNcb8yPfmIg3x+Pr6z8E/gG825LkaSxAfRawHybY9sQsW4OAJA31/SQayW+qqX8FaMZinU4F3qh4fWE2Jrb2wOKchmEC7Fex7IyhiaaWcZi74I+TzYnytOzMtdGMtH8hOqqlsXkEMLhhTc2fki2JktLCYg/+dBzHcRzH+Yxwtz3nC0FZZcVILPPcV4GHR+flJ9rbr7SwOLOgpKixtLA4ggWpLgCuVGRNcySjID3ZeD/mVvcM5qL3HjCJEKSOBWQ3V81aWt9z30FHRiKRNVjsUS/gz4kkh7coZ2dE+TOWAKKOj2OfegPN8QR9MqLMbKmPqyZ1cFpuZjfM5W5E6GYcyEgmWTSnNn39ft2b5gHfBHLXrapJxo4dH+9StmQFIJpI5rY0NPVPy82sTSaS+VWzl27I22/ouqbahsb0rplNEomswqxmTxaUFLV7TRzHcRzHcZztg4sn5wtBWWXFvsDS0Xn5NeFzNFVAlRYWZ2IZs2qBFdVzyrt23atP37SczLEALRLbWJfR96DujSveAP6MpQ9/EVuEcxAmnpowa9MpmFteGmapGoilIY+G/W7CLFoNWBafpZhlqQ74bX0LF2fHyARiLUmqYhH6hH16YqlC48lkMjsZb6mMZaV/lFQkIoxoaYg3SyzaI5oWW1A956O9uw7PfzSannZoJBrJSiaTaSQ1683aLqu7xBKLxnaNd2usrsuTWGRjRrfspcCVBSVFZdv/yjuO4ziO4zituHhytjtllRXHYpnpsrDFZgeNzssvabPPWOCD0Xn5jZuqp7SwOBLJzuyZf9EZe47Oy58Rynr3/+l5TVjWuvNH5+VraWHxzzDRU4u5u+3RVNdwRDQ97bFoeux1YBTQFXOR+yEW57QfFtf0EiaAxmKJIBZgQqgJS1t8HyaabgznMgCYgy041xNLN3pwaD8Tc4VtDsfrhmY0J8a65tzMmvSNjSMF6pKJRKYm9NfR9NhkINqSJNKYYG5uGl0xcdacbEksSjS35EUi0epoRiynOckQTSYXRJLJUbH02BKgfN2CFQf1GDXgScxt8EHgCV8LynEcx3EcZ8fh4snZLGWVFWdj8UCjsGQJb3SpWXPmwL3G3RW2d3/g2eXjrr9z4YZ5Dx5zOFAJrMSERS9MWBQA00fn5ZeXVVacCLDxwxXvvXbUj7tfHn9telllRQG2eO0kzOozb/UdDzwZy+txcZeD9u2dPqDvz1be/Jd6zGr0m2j3rvsk1tc+iom0PsD5wEzMHW9EaG8qlmK8P3ASJua6YGu8/A8WL9WExRy1AKWYW+B0LOPeovj6+lUS4eD0rtlNiST50QgxbF2X4Zir3kxMjFVhYmoRMASzQjVhgmwtlgCiK1BTX7F+XUbP3D7R9FhmaLccE01poc4VWLa9XvEEtRlR7m9McH4E1qZHaUk2tzRKNFLRWF33ZlZe1/TQbhqW0e8d4DkXUc5nhYgUYTF7CSz5yQ9UdXonjrsOeEVVS0XkMuDPqtp2/ZrU/a8B6lT1pq3s59nAgap6STvlN2LjLg2bQDmro750sr2pwBWqOlNEloa2q7alTsf5rAnf4358nOyoFLiqdb0gEckHfgschP12rwYu8wQHzq6MJ4xwOsMs7KH+MGyhurMbM7t0e3Pxqlv+M2Pl34EvnXhUv9OvuXBkJNEQT1S/NnfFnEt+O3P9zPevbVqx+sCaqdP3xtJ9DyurrJiGPaRUZQ3ue8aER66/pKyy4sSal2cUYbFITfEVq48Hxvc9/7T7uhy83+rmyupXgBMyhw8dnzl86IKMYYO+lFhf+0L+j87Kyhq9Vxxb2PbqrsdMbMAWqVsP/Az4MmYh+gEWLzUOW7D2QmAxJqxiWHa7N7CF++KhTICVabkZfWO5mdlA34SyNmwfgaUsX45ZnWw18e49GohEhpCevh5Ih5a+0Lg+0ZLokUwkCW3EsvO7PxtNj7WEupowoZTVtLFhDhCrW7muK1DXuG5DXUzonkgkLkgjkUiPUt5YtWHlS3Pr+8UbEwdl5XXtFer4oyaTKzWRfA5Y6sLJ+awIK9p/DdhfVcdhkxbLOnOsqv5cVUvDx8vYuQtBP6Cq41V1H2xMnrYT++I4nzfOCON7HPab8x8AERHMQ2Oqqg5T1QOA/4etR+g4uywunpzOUIEJG8VmZn/fnJF1bmYGwwb2l2OBH2dmRBedcmz/yY2rqsfVLVx+7thbLp3VNy99QqRLzimZw4eehT0Y/W+irv7+mpdn3AhkR9JivXscNHJQsqXld90mTTgbqAEG1rzwxn3JpuYI8M+q+x4rrXlhWpeVN/+ltHHhkrKs0cOmx5cs3wP48vrnXv1Rt2MP/TbmLndo3ax3R0S7danFXPPOwaxM52CWmdGYlega7OHubODEsK0PdrNfj1mC9g3nWhuJRd+NRCIKVKZHWYs9WDUAa5PJ5PBkMglp6U1AF5qbo6hCU1MGEEnGmxtpoRnYqGgWcAAmzM7BZvCyMJFmsVsqsWRLS0Ui3nxXXXl1Wt1Hayu1KV4bjUZrotHo/GRLMjeWk7HhoF5NkYzM2AJgAtB1/furvr/0sXeGrn9/Vcm83zw9aPv9251djY+uuvX0j666delHV92aDK+nb2OV/YAqVY0DqGqVqq4UkYNE5GEAETlRRBpEJF1EMkVkcSi/S0ROFZFLMevwSyLyUtj2FRF5R0TmiMgLKe2NFpGpIrI4HEfY/7siMkNEZovIn0QkGsrPEZGFIjIDm/zpEBGJATnY+mttt+WKyN9EZJ6IzBWRU0L5cSIyLfT3QRHZZAZMEckRkSfDec0XERdpzhZTV151el151dK68qpkeN3WcYyIDBGR90TkXhFZICIPicgnJjRUtQn4X2CQiOyLrafYrKp/TNlnjqq+uq39cZzPMy6enA4pq6zYBxiPub2Nx9zV4sDw9HQ5PDNDumPJF74GHJuzZ//TBp97/Dci0ciA+OChfWNdc4/L6N9nDXBM08o1h8dXrv5yt0kTxrXU1l0GHAKUNSxY1AW4BxMte/b46qR3Ku9+eHl92YcnANl9zv3WpGiPrn8Ffp01bPB5mcMGjb5l4rxDGt9f0lzxu3umY656R2l940eRnKw9sXWdvo658ikmUJZg8UpHhHNZgSVxyMSy5B2GiZGhWFKHHOC7wFmYq2IeZrWScGmGaSK5nqRW09zUC4gla2oSYT2oGmBjRlO0kVhmUzQWbWxavzGOCbMkoLVNJDe2sC6nX89Y7fJ1sURzIpmemzkckeac/j0uzh3Uq3d6t6zM5g3xbKAxmUjuUbtkTe9EWmYivWumSESWNW2or04mkoc0b4wfMfCr4w6pX7XuQ+CN32QcPnQ7/OudXYwglO7g4+/xYOCObRRQzwEDg0C5XUQmhfJZ2P0CbMzNx9x6DsbcYv+Lqt6KufkerapHi0he6Ocpqrov8K2U3UdiFuUJwNUikiYiozBL0WGqOh6bjDhDRPphSxIcBhyOTaBsitNEZDZ2X+gJPN7OPj8DalR1bJiFf1FEegNXAQWquj82QfOTDtr5CrBSVfdV1THYvctxOk0QSp8ax9tDQGFeFber6ijMo+KHbXdQ1QQW9zsSy0779nZo13G+ULh4cjZJWWVFLvbwkYZZXA7CREUkmdTkhrVJsAeV6dgDxyPAK4nm5giWnU6BuzErz/z0/n3mZA8felRL3cb05sq1B2gyWQ0Myt5n72bMDa5RW1pubPxg6TN9zj6lpWl11eqsUcPqot1yn4mkpf0i5+Dxh9e/t/h9evd9+uv3d42FfvUNbQzVeNOo5pVrngx9vB2zmL2NiaklmHvft7AHnL6YkMkMry1YTFILliCipbk+XoWNkS7Yw10algwiB2iMpsWIxKK11fOXvwekJVVzk4lkHHPPy2rOiAoWA9Urq1fXJiDSTCLaTEKypSUjsmFj0+rytfGM/B550bRoEpgeiUZ7xTLS6oDVuUP7ZGXkdU001TXEm9ZvzM0d1Ou9aF6fw9O75yrwQTQzfVyyuWVy3v5DHo9lpE/OHZyXhcWXjd0uXwBnV2MKn3aNyw7lW4Wq1mEW1QuwWMcHRORsVW0BFgVhMwFL8HIkJqQ2Nyt9CBYLtSS0sTZl25OqGg+xQ2uwcXxs6MNbQQAdi627djDmTlQZZswf6KDNB4LwygfmAVe2s08B8PuUc18X+joaeD20/T3sYXZTzAO+JCK/FJEjVLWmg30dpz22+zhOYZmqvh7e/wObdGgP2US54+wWuHhyOqIXZg26D7uJdsPic6oiEVmT20OWY9+hI4DumGtfN7GyLCxxwncxy013YC+gIZab05I1bFBUbA2lsRKJvN1S39ALaGquqftl+tA9/rHh7fmXJ+sbanocf1SRRCK5eWeeNCHWo8vqDW/OiicrVp48eM9hkr3vyB+E+h8HvoTFLuVjD1UZwM+xGe+h4S8D+B02o/YykLtuwYquoX9p2EOdYGs/vdW4prZHU11jSyLenBvKX8OsSoqJxY+A/t33zs+qX13TFEuLrYnGomnY7HKyOdHSLZlIHhmuUQ9gURrRGokn0yLRSFSbmrNy08iMRqjG1pjaC3MpzG6uj/dINDTF4jX1Vem5WdmZvbrktGyMj6epeakmExuA766du2xO88b432uXVn6vbln1JfUr1sYuj7+WvDz+2mPb45/v7HJsyqVzm1w9VTWhqlNV9WrgEizVP8ArWAKWZizI/PDwty0uPfGU9wk+jk+8O8QsjVfVEap6zdZUrpZB6XFM6HUGAZ5PaXu0qp7XQf0Lgf0xEXW9iPx8a/rp7NbskHEcaJtB7FMZxYJL7Fgsscq72MSF4+xWuHhy2qWssqI3cB1mhYmHv0bs4T4H6Bn8oVstMYIJiyGRtLRV4fOacEweJmqmYpYRSSaSmcmm5mOAyPpXZvRrXlM9KtkYf0obGpfXz/9gTFrf3qVZew3+WkvdxoGNS1dU1y9Y1JSen7cuUb3+1WRD4+yo6EH1c977IGufvR8pKClaBlwT7ZrbI9ot91Xg25i7wTdC3wYv7XZAAvgG6WlHYH7aE4BYj1EDFmNWtWeA9GQy2YgJvX26DMlLpuVkPB1Jj63FYjIqMWFVG65Dd2B1NCPWL6t3lxWYCKvH4pmyY1kZRKKR1aF+waxXbybizYhIbVbvrlnJZDIjFiE79GePdQtWNAJT07Iz3o/EIrdk5GS0PiBWAXNkXUXfyukf1gLvNVZu2LBu7rLL4us2LmmqbXwlrVv2bdvjf+/sspRvYflmEZERIrJ3StF4bFIBTCRdBkxT1UpsMmYENqHRlg2YhRfgTeBIERka2ui5mW68AJwqIn1a9xeRwZhFfJKI9BKRND7p/tcRh2MW47Y8j63vRminR+jrYSKyVyjLEZHhm6pYRPoD9ar6DyzD3/6d7JPjtLLdx3EKg0ISGLAMmq+lbgzj6AbMQjUXWysxQ0QuSNlnnIgcsR364jifW1w8OZ+irLLiKOAPWMrROCYasjDXgEws9XYCE0QtmCjohll6yrHYohewh/6p2ENRd8z6shyoSayvXa2JhCQTiUTO2JF90vr0Wti0as2P1z059biuE8fPbqiu2zdrxJ4fVt33WEWipvZHta+8Narq/scHRbp3+UZL1bqTSSTeBZ6Jl6+cVFpY/BqwjqzMoxI1dTdgs2W9gX/FJbN3gsiswTVvjwVW09Q8EHtQq8Ee5kZj1rQjgJH1q2uUjxfFXSci3xCRZkwk9sEeDluwuIXcyrcW9wdWSTQSDdt7hGuVJiaYumNpyxuSicRxyWTyyxlds6sbKmpyqueWpyXjLbTEmxULuv0gq1+P/RNNzcOB8dG02IWRWHRRuN5Z6+Ytq4ympy3KP2zEIuC+gV8Z91Tfw4Z36zFqwL977jNgeu/xg7NLC4uHbYevgLNrMhkT96nUh/KtJRe4W0TKRGQuNp6uCdumY251r4TPc4F52v76GH8GnhGRl4LQugB4WETm0LG7HapahsUdPRf68DzQT1VXhb5MA17HZso3xWkh2cRcbA24X7Szz/VAj5DoYQ4Wo1WJuSXfH46dhsWCbIqxwIzg4nd1qNNxtoQdMY5beR+4WEQWYL9lfwjl94bv93xsQvJE+K+l9mSgQEQWici7mLiq2A59cZzPLb7Ok9MuZZUVe2IPNK9jlpbrMBP9QMzFbT1mjXkNe4DKxuKKmoCnsRtoV2ytpwzsAWoJ5q5yESa43l3//Ov/kYy0b+ceOG7S2sdK38vYI39C18MPXInFHHwvvryiufblGT2yD9zn6I1vzb8rGY+Prpi64Jiew/s8/ZVbr72+tLD4BOA4oDtpsf40t+yHpSHvvnHVumWxAf2nxuJ150TTojnAhiTkJ4lFYrSkYbFOjVjM1ARM5A3AhFNe2P4u9iPSBROS2eEc08P2XEwc5YTP6dikRAsm0rJbmluiklQkLUokEhEgXldeHc8d1Cser9ko8bX1G7oM6d1DRB5raYhXN21oPCi7T7eZQFlTgiM/rM94dnSX+CDgxJamljUSkZHRWLQOeAhLaHEINqs+A9hYUFK0dJv++c4uS0gOMQVz8SkHJg++/tL7dm6vHMfZEkJyiE+M49xBvbdpHIvIEOCJkMjEcZwOcPHkdEhZZUU6cDyWvW4vYA9MLEQwS8tMzOc5A0vhnRG2PYuJpQ+BM7FZ37s3zl5wVva+I/uJyJOYtaonUDM6L/9XpYXF2QUlRfVllRXHAbWj8/LfLKus+OnovPybSwuL98GsOG8C+xeUFL2V2s/SwuLB2IzxwcBLwOX1q9fXRrPSpzatrz+/y6DeTwMDGqO5J8WjOTXdmlYvC+cjwEJMPIGJwh6YUHoAE00npDTVjImzPny8OG00nN+eYXszJhzrgQ2a0OZ4bX3fzB459Tl53bqralN9VW00XJ9lwOuQ/HKExkFJshdjAm4l8PcNLZGTT505+BfPHrLkSODKZCJZm4g3v5eWnXEu8J3wdyoW89WroKToxs7+bx3HcRwHXDw5zpbg4snpFGWVFcMwQXEJJjiGhL9aPl4rqTtmeZkbyqoxa8wsLL3wdYl405RoRvo9BNc2TGTkxstXXd7w/uJbDj39lG+UVVZ0B44enZf/SGv7pYXFMSBaUFKUGjD+KUoLiwe/l3fsxpGVL1QD326pj39YX1HT45v/uqW0tLB4ZmivOgnDgK4RaKx6e0lm1/2GPS/RyIFp2tItVPUGFjh+PWZtuheLoZqpqke1NDbXp2WlR8K12IBZ287ErHUFmIDMwNwUczFr1QAs898tWNauDzChNhcSf8lOX3VyfdMeG4FJmBBdg4mi40Mbvwj1fgD8oaCkaFE4558B1xeUFPlgdhzHcRzH2YG4eHK2mLLKin7h7WDMYlMLHIMFQE/BYok2YMGktcC5mMXqGMwa8zTwIHB6ojF+YbIxPiWte9erMbEgmA/1b0fn5Ve1aTdn5c1/aQAOLSgpeq20sPj7BSVFd7Zun3J7+UCgR1bTuhuGrp02+aTrLpwDcO8vHrxOki1v92r4qGB59/1G99646PeRZPOvYsmmyjRt6gqUb0zr0V00MSy7pXYJJvjmY0IrC4vzej+cSw+gqSXePCqWkfYKJqgexuKSRix/fl7vPb40dgUWQ5WBuSnuEa7Vgrpl1X1yB/Y6F0tocSAmkuJYjNby0O4Fa+cvy+q2d/6qaEba0tCfgcATmHgajFmt9sLizE4F7gmJMxzHcRzHcZwdhCeMcLaY0Xn5q8Lfm0DF6Lz8u0bn5Z+FWUwex4TGvZilJR97+D8OSys+CUtlvAdw0urf/2Na5V8evALoByxb8/dHTkls2PhPLCHFfymrrOiBuc9FgPoXrr6xMGufvctLC4svASgtLO6HiZvKhvQeZ+U2Vb9fWlh8NkDfjQu79WlYvE5hn/7r38nNal53x8ZY919WZw/p10Kkvrzbfh80vjP3vfoZc84GHspJX16JLaT7H2yh3SbMyiZYEHw8lpE2FxM+/4P5ne8PRPb40tgumKC8HFtj6m9YuvfngJyW+nhzuA6tC3Y+h7k9tsZMnQA09Bwz8L5oRtptmNtgOibQvoZlK1uPLVY8DVsA9C5g1Zb8Dx3HcRzHcZwtxy1PznalrLJi9Oi8/LLN7ffCNTf9tO+5p24cM2jIH8sqK/b452OJluvOG7DZDD2lhcU/LigpumX2vHnnSSTSv/Lvj64C/rYmZ68rl/aaOHPyDweVlhYWjwIOWth7Utn6rD0uHLB+1oT8uoWPlXc/YGAs0fDl/NoFM9NofhmzkLVgmYEOxKxE3ft0mb7Pmg0Hd8EsaRVY8oth2KKBkzCLWq/wtxxbbf2scPyJoasXYcLrfUxcSfibG+oai2Uia03hXIZZsWoxS9f6UG8XzAUyhrk/HoLFSTVjGQ1vdHc9x3Ecx3GczwYXT85Op6yy4uDf3NlyyGk1d6cB85s0NiNdWk4GsgtKin7Xul9pYfFPC0qKbk49trSwuHtBSdH61LIHrrv3+NrMvrIuc48v5TRVH9V14/KsnOSG2jW5w88ZvG7GQ3XpvRb3aFz5vfpYtwezW2puxrIGPoIlsJgMXIHFY+2HuRA+F6o+BLP8zMXcD48E4jUfVuzXba/85aqat/TRmecNPfmgX2GipwVzY7w61DkZE0tDMUtWXWhnKuYOuB5bg6ohvUfX+qaaugfIy3+b1SuvwrIengm8haVfngA85pn1HMdxHMdxPjtcPDmfG0oLi6PAJU80HdnnmLTps77xyyseKi0s7g7kFJQUrehMHVNuL/8WkHv4pEj36VPrfprUWPaYlY+9mpFsSNOkNiQam2tj2enDgP8s6zp2wsDaeQkse96LmGvhSViSiC9jsVnnYtn45mOC5V7gWszqcwZQs3HlujU5/XtkJppa/t2wuuZnuQN7vYJZio7GhFYjsA+WeOIfmKXpZExIzQTGYWKrCouzegU4iFhsI916KNWV/TDXvH3DXyEwqKCkqL21aBzHcRzHcZwdhIsn53NNaWHxAKB7QUnRu+1tL6usyBudl18JMOX28gzgUmBvTGREgNzu9csOGl41dY8Pk3tdnvbUg7MGf22/B4B/t0j6RzFtmogtBHgBFp/UF3Op64IJpC7AsViyhguAGlWtXfXygub+R42uwjIMlmNWqmzMerQHJpgEs2bFsIV741gGwng4Li+8T2JWqGygafWbH67pM2HP1RKJDMbEVSPwKrAUeLOgpKh2my6q4ziO4ziOs1W4eHK+sJRVVmRhlqIeo/Pyb59ye/lp2GKxLVgChRHA3w8sv7cyQvKVgpKiptZjSwuLe2JJF/6ALfS7Z6Nk903X+h4RW7fpVeBwYDYmcqrD/iuAp4DTMGtSDWa56ouJnDxMNC3B0rdvwBJL7IFZnDLC/tmYsJLQ3zVYRr11mJAaiFm80jFrVQO2KO7QgpKiqdvpEjqO4ziO4zhbgIsn5wtNaWFxv76Xnfvdxx9u/h8gM625bqBKpKUllv0c5jJ3w4Tyv+8NfDBj0Jl9gbrJPxy0IeX4EVia8WqF+QIvY9n1zsFc9cYBPwB+ia3XNAeLP/oKlvghFo7PxATQMGAj8JEmNV8i8hZmlcrBrE/R8Poith7Uh5jIWxrqaMGSUMQwwfZr4ErMmnZwQUnRxu18CR3HcRzHcZxOEtvZHXCcbeSosfn9bnyc8p8AWYlIejxCohBNZE++eOittkvR+wAzbi+/AEsMMbf14IIS2wZQWljcGnt0EfBbzPo0Bvh/wAIs8cMoLPZpHiamXgG+jlmo3sKsRmc31TbsXfdR1fyeYwe+giWDWIS5EU7AsuU9C5QCdwLnYVn2aoB3wus1BSVF/xf6dQGQ6cLJcRzHcRxn5+KWJ+cLzZTby4/DXOIuw6w+L/fcuKRINHlRde6wSyb/cFBThxW0Q2lh8SnAzIKSoo9KC4szMFe844G7MSvUX7Bse18BVmLCqgvQVFBStKG0sHgP4NvAbVhsU6tFKRtz2csCBhaUFL3Xyf70x5JmfLCl5+I4juM4juNsP1w8OV94/vPaij+/OzcBsBdw0eQfDnp/M4dsMaWFxRkFJUXxNmUjOyuAHMdxHMdxnC8+Lp6cLzxllRWDR+flfzTl9vIrJ/9w0I07uz+O4ziO4zjOromLJ8dxHMdxHMdxnE4Q2dkdcBzHcRzHcRzH+SLg4slxHMdxHMdxHKcTuHhyHMdxHMdxHMfpBC6eHMdxHMdxHMdxOoGLJ8dxHMdxHMdxnE7g4slxHMdxHMdxHKcTuHhyHMdxHMdxHMfpBC6eHMdxHMdxHMdxOoGLJ8dxHMdxHMdxnE7g4slxHMdxHMdxHKcTuHhyHMdxHMdxHMfpBC6eHMdxHMdxHMdxOoGLJ8dxHMdxHMdxnE7g4slxHMdxHMdxHKcTuHhyHMdxHMdxHMfpBP8f+9Hg0JNPMr8AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 494.64x1152 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sc.pl.umap(z, color=['batch', 'cell_type', 'cluster_level2', 'cluster_level3'], ncols=1, frameon=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "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": "3.7.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
