{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "4001a375", "metadata": {}, "outputs": [], "source": [ "import sys, os\n", "sys.path.append(os.path.join(os.getcwd(), '..'))\n", "sys.path.append(os.path.join(os.getcwd(), '..', '..'))" ] }, { "cell_type": "code", "execution_count": 191, "id": "570920e2", "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "\n", "from session.sessions import selected_009266, selected_008229, selected_009265\n", "from imports import *\n", "from loading import load_session_data\n", "from behavior import get_behav_units\n", "from scipy import stats\n", "from scipy import signal\n", "from sklearn.preprocessing import StandardScaler, MinMaxScaler\n", "from sklearn import decomposition\n", "from sklearn.cluster import DBSCAN\n", "\n", "from umap import UMAP\n", "from sklearn.manifold import TSNE" ] }, { "cell_type": "code", "execution_count": 3, "id": "26ba4176", "metadata": {}, "outputs": [ { "data": { "application/javascript": [ "IPython.OutputArea.prototype._should_scroll = function(lines) {\n", " return false;\n", "}\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%javascript\n", "IPython.OutputArea.prototype._should_scroll = function(lines) {\n", " return false;\n", "}" ] }, { "cell_type": "code", "execution_count": 206, "id": "4daf16cf", "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "['009265_hippoSIT_2023-02-24_09-53-26',\n", " '009265_hippoSIT_2023-02-24_17-22-46',\n", " '009265_hippoSIT_2023-02-27_10-18-32',\n", " '009265_hippoSIT_2023-02-27_15-33-46',\n", " '009265_hippoSIT_2023-02-28_09-16-50',\n", " '009265_hippoSIT_2023-02-28_13-16-10',\n", " '009265_hippoSIT_2023-02-28_20-45-04',\n", " '009265_hippoSIT_2023-03-01_10-46-12',\n", " '009265_hippoSIT_2023-03-02_09-32-54',\n", " '009265_hippoSIT_2023-03-02_16-27-42',\n", " '009265_hippoSIT_2023-03-02_20-11-35',\n", " '009265_hippoSIT_2023-03-03_09-37-07',\n", " '009265_hippoSIT_2023-03-03_16-00-47',\n", " '009265_hippoSIT_2023-03-04_11-12-04',\n", " '009265_hippoSIT_2023-03-05_11-52-17',\n", " '009265_hippoSIT_2023-03-05_18-31-32',\n", " '009265_hippoSIT_2023-03-08_18-10-07',\n", " '009265_hippoSIT_2023-03-09_20-03-08',\n", " '009265_hippoSIT_2023-03-10_09-57-34',\n", " '009265_hippoSIT_2023-04-13_09-54-39',\n", " '009265_hippoSIT_2023-04-20_11-39-02']" ] }, "execution_count": 206, "metadata": {}, "output_type": "execute_result" } ], "source": [ "source = '/home/sobolev/nevermind/AG_Pecka/data/processed/'\n", "\n", "sessions = [s for s in selected_009265.keys()]\n", "#sessions = [s for s in selected_008229.keys()]\n", "sessions.sort()\n", "\n", "selected = sessions[:]\n", "selected" ] }, { "cell_type": "code", "execution_count": 189, "id": "c19f7a3a", "metadata": {}, "outputs": [], "source": [ "def get_ratio_matrix(moseq, tl, win_l=2, step=1, s_rate=100, syl_num=10):\n", " idxs_srm_tl = np.arange(0, len(tl), int(step*s_rate))\n", " syl_ratio_mx = np.zeros([len(idxs_srm_tl), syl_num])\n", " for k, idx in enumerate(idxs_srm_tl):\n", " curr_syls = moseq[:, 1][idx:idx + int(win_l*s_rate)] # second column is syllables reindexed\n", " for j in np.arange(syl_num):\n", " syl_ratio_mx[k, j] = np.sum(curr_syls == j) / int(win_l*s_rate)\n", "\n", " # roll 1 step to match\n", " syl_ratio_mx = np.roll(syl_ratio_mx, 1, axis=0)\n", " syl_ratio_mx[0] = syl_ratio_mx[1]\n", " \n", " return syl_ratio_mx, idxs_srm_tl" ] }, { "cell_type": "markdown", "id": "db76947d", "metadata": {}, "source": [ "## Ratio matrix" ] }, { "cell_type": "code", "execution_count": 174, "id": "a46667e4", "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 174, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 1, figsize=(16, 4))\n", "\n", "t1, t2 = 0, 200\n", "idxs_to_idxs = np.where((tl[idxs_srm_tl][:, 0] > t1) & (tl[idxs_srm_tl][:, 0] < t2))[0]\n", "idxs_sel = idxs_srm_tl[idxs_to_idxs]\n", "bottom = np.zeros(len(idxs_sel))\n", "for i, syl_ratio in enumerate(syl_ratio_mx[idxs_to_idxs].T):\n", " ax.bar(tl[idxs_sel][:, 0], syl_ratio, 0.45, bottom=bottom, label='Syll. # %s' % str(i+1))\n", " bottom += syl_ratio\n", "ax.set_xlim(t1, t2)\n", "ax.set_title('Behavior composition', fontsize=14)\n", "ax.set_ylabel('Syllable ratios, %', fontsize=14)\n", "ax.legend(loc='upper right')\n", "ax.set_xticks([])\n", "ax.set_yticks([])" ] }, { "cell_type": "markdown", "id": "fcfaebf9", "metadata": {}, "source": [ "## Label by unit high firing rate" ] }, { "cell_type": "code", "execution_count": null, "id": "99487b88", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "41c9765e", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "cb4fffd9", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 273, "id": "69598a79", "metadata": {}, "outputs": [], "source": [ "# build unit labels\n", "units = ['3-15', '3-16']\n", "#units = ['8-18', '4-19']\n", "\n", "labels = np.zeros([len(syl_ratio_mx), len(units)])\n", "for i, unit in enumerate(units):\n", " act_vector = np.zeros(len(syl_ratio_mx))\n", " \n", " fr = single_units[unit][np.arange(len(syl_ratio_mx))*100]\n", " act_vector[fr > fr.mean() +0.51*fr.std()] = 1\n", " labels[:, i] = act_vector" ] }, { "cell_type": "code", "execution_count": 276, "id": "11b2f6c7", "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fit = tsne_fit\n", "\n", "fig, ax = plt.subplots(1, 1, figsize=(8, 8))\n", "\n", "colors = ['red', 'green']\n", "idxs = np.where(labels.sum(axis=1) == 0)[0]\n", "ax.scatter(fit[idxs][:, 0], fit[idxs][:, 1], alpha=0.1, color='black')\n", "for i, unit in enumerate(units):\n", " idxs = np.where(labels[:, i] > 0)[0]\n", " ax.scatter(fit[idxs][:, 0], fit[idxs][:, 1], alpha=0.3, color=colors[i])\n", " \n", "ax.grid()\n", "#ax.set_xlim(-5, 8)" ] }, { "cell_type": "markdown", "id": "d0847082", "metadata": {}, "source": [ "## tSNE" ] }, { "cell_type": "code", "execution_count": 128, "id": "9ab4dcf1", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/sobolev/projects/pySIT/lib/python3.8/site-packages/sklearn/manifold/_t_sne.py:800: FutureWarning: The default initialization in TSNE will change from 'random' to 'pca' in 1.2.\n", " warnings.warn(\n", "/home/sobolev/projects/pySIT/lib/python3.8/site-packages/sklearn/manifold/_t_sne.py:810: FutureWarning: The default learning rate in TSNE will change from 200.0 to 'auto' in 1.2.\n", " warnings.warn(\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Session 009266_hippoSIT_2023-04-20_08-57-39 done\n" ] } ], "source": [ "from sklearn.manifold import TSNE\n", "\n", "tsne = TSNE(n_components=2, perplexity=30) #, random_state=0)\n", "tsne_res = {}\n", "\n", "for session in selected:\n", " animal = session.split('_')[0]\n", " moseq_file = os.path.join(source, animal, session, 'moseq.h5')\n", "\n", " with h5py.File(moseq_file, 'r') as f:\n", " syl_ratio_mx = np.array(f['syl_ratio_mx'])\n", " idxs_srm_tl = np.array(f['idxs_srm_tl'])\n", " \n", " tsne_res[session] = tsne.fit_transform(syl_ratio_mx)\n", " print('Session %s done' % session)" ] }, { "cell_type": "code", "execution_count": 130, "id": "73877752", "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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dAFtXAUHHDbi80iFnaSjAhZkyX5zReGexiROELG32sXUFbINIAggKlo7jh/hRRCVrkDVU/s6FaSrZpPWt4wYU7STf7wbRsIp7qmR9aqINKSkfJ6mBTvnUMBii0fVCgjAmlJK+F+EGIQJBzlLpeCFFy+CRsRzVtsuF2TIXZor8wZuLvLvcZiRj8NfPjjBRsIYe7rfPT3FhpsT33lhkvtGnmNFZa7kgBCM5g4KlUW25jGQNfv+1W3uGrwetRtv5OPOqBw2vDzzmufUepYxGGEtW2x4FS6XtRhQsjTiOaHR9MqbOU8eLNHo+b8xv8szJMl+cKXJltc16z+OL00VmRzK8v9Km60aEsSQGvv7IKC+cHePHV9e5XG0TRBJdFVQyxr55/JSUlNtJDXTKp4aLS006TkDLCXD8mChO5l9LBKoi8ALJk8eSFqlBDjoxXC38MGY0a+CGMT+9XudXzowylreGHu5UyeY7zxzn1StrvHYzpuuF5AyViYKFlOAHMafHcvuGrwXw8xt1Wk5Az4/IGRoFW9shivGwqDYdvvfGIo2+PzSG+xW1XVxq0uh6lLM6tq5RsgxaekAQJ+IiAJtOgK4qTBZ0VlouQSSZyKvcWO/wxHSR506PcHYih6UnEYNSxmC+3me9m0xm+84zx5OdKWJrrzK5QsN/p6SkHITUQKccabZ7hq/d3KDW8VAQeEFIEIPjR0QypmDpZEyV+XqfStYcFh0NJmPNb/QpWDolW6PnRfzk2gZ/64uTOMFHE76mSjYvPXeSl547uWO/tzZ6PDZVYLaSBW4PX1ebDvWOx2rbpdkP0FXBettFAouNpC3pxXPjD81zfPXKGh+sdgjCiCCO0RWF1ba3Z1Fbo+cTRDFFIynIGi+Y1Lsu6z2fkYyOrqlsOgElW0sUuUTEmYk8mgLrHZ9vbJ3HIOcOUMoYnJlIZDwHi5ZXLlXJGRqOERK6yTzznKEdyZB/SspRJTXQKUeW3YVXbWdLncoL6QcxqhBIJEIoKAhMTdB2g6H61EDgotZxyFsaQoDYag9qOgFXVjs8t09h0vbWqd9/7dYdw9cXl5rMVDLUOh5+kBRL9byQkbzJ7EiGq2sdgkjeVjC2V1h6sL17qQR/7eZWa5mpkTV0giim2fd57ebmbQa6kjXQVYWNnk/b8ekHEZqmUMno2KbGSMZEE9ALIsoZg+PlLDlLw/EjRnPGjojDXv3fAK9cqvKHby3T90OOlW1GsyZuGHF1rYMbRHucQUpKyl6kBjrlyLK78MrSVfpB0qesK4IYUCSUbJ3Jko2UiX7UQH1qu5TjsXKG+XoPACnB0gT1rn8gMYrtIhkDtrcFDfPPAh6bynOz3iVn6oQyxtY12m6wY3Y17F31/b23liCWZC2NWtvj7YXmgcQmNvoeuiowtCREbWgqehix0b89/31hpsTbtzZ561aTYkbDUBR6YUzRMvin3zrDhdmk8vr/+meXGc2ayTARP8IJIr44U9ghf3n7VLWPzkkgiWWi9BVHkp4fUu96bHQ/ktlMSUm5M8onfQApKfvR6PlkzY/WkDEwWTDRVIWJooWtq2QMFUNXeHQsw2je5h9/4wzfPj+1Q+BCVQRRHHNqJIuUkpbrM5I1eP6Rg43bvDBTouOGdNyAWMqhhz5VsHjlUpVLyy1+fqOOINFxdvwYkGT0j/p8s6a2w7htX3wMZn83uh6Lm32u13oEkWQ8b6Iq8PLrC1Sbzr7HN5IxCCKJH8ZImfwMIslI5va+4qmSzcnRDOcmcwgEvpQ8Nlngr50dpdp2h6/52ukKEknbDTA1haeOFzE1dc9e5WrT4ZVLVf75X1xjrt4liGKypooqBH4Yc2mlRc+LMDUVXVX4wQdrdzyflJSUhNSDTjmy7PZchYzZ7AcIBFlDZSRr0NuSdcyaOl+aze85YnMg5ejHEY+O5xkvmGiKwhNTBV5+7RbvLbcQAs5PF/ZUXNornHt6NMuPr67T6Ps4QcSNWhdbVyhkDGIZ0/Mlo3kLx485N1G4bRDHXlXfQRRTbXtMFyxW+h7NXoATRgRhxO/9bO42DeYBz52u8ONrdYJA0otCdKFSyug8d7qy53WVCL71xCSK+Khoa7v8JcCL5yYIIm6bMb67V3m716wIhvPMs6aGripcXevgbbVx+UHMUsuh+s4yf3VtnX/0jUdTGcqUlDuQGuiUI8tUweLl1xeIYompCWodH1NTqGQM1roeXhRzdjTHWNHi1GiOF8+N77mdvaQcpwoWP75eH7YbIQVv3GpS7/h7Vj/vDue+/No8840+uiJwvYhISpZbLpGMma1kqXUS6clzkwV0Vdxm3LYvPho9n/mNLjfrParNPn4QYagKLccnkpIohtfnGlRbLl87XbltEfHiuQnqHX9HFXclY/DiuYk9r8fdQvaD891vxvjuArrJgk3e0hECbjV6OEFMHMf0/ZCVpoelKyw1HOodl9nRDBXbYKMf8Ls/nuO7L5Aa6ZSUfUgNdMonzv7FUi3OTuSptT0uLjWRSKZKGY5XbM5Gkrn1Lmtdj6+fHb2r1vBuA/vKpeqw3SiMJLWOQ8sJaXQ9RvPGHUd6AlxaaaMqsNJyMTWV8byFAqw0PZ5/ZJzzx4qAIJY7c+IDBtrSzX7A1bUOigKjOZOVzT4rTQchBIGMQSZ5KFtXGc2aQ9nG3WpZA93pgxSXbde1vlf5y925859eq/P+Spu8obHR9whjsHWF5U2HGBBIVAGLzT45IyliC6VgNGtSymp8/1I1NdApKfuQGuiUT5TdD/zlTYdXr1zF8ZNpVI9PFZg9maXWcWn2fVp9HyEgZ2icP1agYN3dmO7FoN1IiQXzG31MTaVoadS6Hv/2zWU2+wGnx3L7Gjopod7xMDUVQ1Nw/JCWE4AQtF2fyaJ1m+zkdgYe6u/9bI4wloxlTC7MlKi1Hd5faeNHkoKViFJEUqKpgrbj80G1w8Wl1m0h4nsR7HgQ+cvtufNGz6PthsRSstpxKVg6bhCx0Us8/7JtUKhk0FWFD6ttFCHY6PoUMzrHRrNkDJWVVpqLTknZj9RAp3yiDB74QRTzV9fqXF5tY+sKbhBh6gp/cnGFrKFya8OhYKnYpsZM2cbxY8bz9nDe9r0yaDdaaPSHRrbtBHScgImCRdsJcfxo33naTx4rJnOlcwIpBRtdj1DC8bJN14sONOpzqmRzYiTL0ydMFCFo9Dxa/YixnEXbDdBUBcePKNk6PS/kzVtNbENjImew0fcfKER8UIO+fSyoEEko/KunR8ijM1/vM120WGk5tJyAyYKFG0Y0+wG2rmDoSY779GiOhUaPrhtSsHROj2bJWTqbfY+JwsE+v0+rEElKyoOQVnGnfKI0ej5eGPHOYouVZp+ipWGoKrWOx/W1LopQWGt7FGyNWtfHj2IsTUUIyZW19oHapPbiwkyJSs6k0Q2IZYQXRNQ6DrktA9LzkxztoD1qNy+eG2e2ksELYnp+gBdGjGQMJooWeStZ9+6u3N7OoPJ5UAHe6HnM1/vYpoquCkbzBmVbJ2NoeGFEs++jqoLJokkok3D4IET8sBiMBX19fhNLVzBVldWWy19eWafR8+h4AaN5k+mShakrXK11uFXvEYQhXhiz0nRZbPTpegFfPFYia+pUcjoZQ2Wz79Hshfz6+akDHccPPljb6sU2hwuntBI85bNOaqBTPlEqWYMrqx1sPVGZMjQVIQSmptD1Q3QVun5I3tYoZ3R0VUn6ik2d2Urmvr2oqZLNd748wxeO5en7MUEcU8oYnD9WQFNVBIK3Fhq8eavBj6+u32YMpko2v/31UxwrZxjP25yo5JguW6hC4eRIInm5n4TidoPzxZkSLSfktbkG1Vafkp1UTU8VMhRtg3ImGTzihjFCxmx0PVqOz3jepmjprG21Rj0Mto8FzRg6GVPj5EiORs/ncrVN1tBoOj5uEHO8lBkKi6hbnn8QxZiawrtLTfww5q89UuF42Wal5ZAzNb77wqkDef97taTtt3BKSfkskYa4Uz5RLsyU+NN3q4zlDWxNpeeHSAnljM5w/Shhre2RNVSQ8OSxEroqhrOj4f5CoFMlm3/0jTPDHPjVtTZtN6Td95JhKJqJoapI5J6h7u3V4TfXuyw0+pwZz1HK6Dumme1mu8HJA189PcLlaosb610m8iYFy2AkZ2LpCsvNPkIR+H5IvPV+RShIJCsth74X7Svg8aDsHgsKMJIz8CIbL4wZy5s0HR9TUxnJmmz0fFZbIXnLwFAFYSST/HwYMZo3+EffOHNfx7e7Je3meoc355usdhzeXtjk189PpYVmKZ9JUgOd8okyVbJ5/pERrq51yBgaXT+ibOtcWXNoOiGWpmDrAl1VMFQVVYFf3Nzg1FiWFx4d5ZVL1aFxPDdR4FjZvict5u0FUwXLYLOfeO152wApcMOIp44X0VVlz3zy9lzuYJFwt8Kr3QankjX42iOjjOctsqZGGMfU2h61jsd6x+dbj42TNTX+/aU1spaKLgSXqy16XsyvfWH80PWnB+fx/kqLlaZLGDM8XjeIKdk6z50e4dvnp6g2Hf75X1zDjyJG8yZCwHg+ySv3g5BHxnIYquB4JXvfx7W9Lezmeof/8P4ahq4wVbDoemHarpXymSU10CmfOC+eGyeIJHlLY73j8meXVmk7IRlNoCoQxok4hqYIZvIWmgI3ax2urnYYzRkEUYyqCK7VumRNbRhWPqgww24j+y9+dA0/lBQshXOTuR3qWAfdzp3Yqw95edOh6ST56qbjU7R1npotMbfe45HxHIoQ/Efn4Y1bm6w2+9S7Po9NFfACSbPvDzWXH1SMYntV/ZPHEqnJyyttHpvKkzU0Wm7AyUpmmPufKtm8cHZsK6Qt+ZOLK/S8EF1VUIXA8WNmxnN7hvoPykAKtNH3+cXNBpGMycQapqaw3HSIIskfvLmYGuiUzxypgU75xNnuxc5v9CnZOmcncti6xk9vrNPzQvo+jORNHpssMFfvs7jpcLxssbDhcH29w6nRLBMFk/mNLpVs5b61mKdKNr9yJjE4dxrk8SDs7kNe3nR4Y36Tp0+WmClnhn3JAyM4MOanRnMUbZ3X5hpkTIdzE3m8MOadxRZPHS9Syhj3fM67UwNz6x1qHZ+W49PzYgSSrKkwV+9yZiLPMydKt/WcD84nb2l8/dERXr1So+0GnJ8ucHosh6qI+y7mG7IlVekEIaYqaPYD8raOpkCz73Gj3uV/+NE1ihkdiUgrvVM+E6QGOuVIMPA+Gz0fRUDRNuh6IRKBIgRhFLPWcvnBB2scK9vEMqba8rB0jYKls972iGJJECWZ2gcxqAcd5HEQ9suNDxYkN2pd3l7YRFcV6p1EkWq7N7z7WC5X2/T9EFNLQu5FW6dgJXrMZyaUezrn3WM6/+JyjZ/cWGc6b6EogoyhE8uYmUoGN4j5x/vkkHekCWyd33hqmmRECfsaynupGbi41GSmZPP4ZIGVpstSo49mQbOXTJPrOhFRLPm3by/z6HiOv77l0R9WyD8l5ZMiNdApR4pBf7IbRixs9JCxJIwlmqpgaiq1ThIGzpgaSDA0hdG8wdKmQyQlPS+6Y4HWQXiQQR7b2UuxarfRqLU9ihmdsZy5pze8+1g2+z6GIigULebWe8xv9PGCDqWMgW2qfOfLMwc+vkGx2nrH4yfX1ql1XBQJyy2Xom2Qt3QMRWOj6zNbydy1p/ug1+cg12U723P2T58ocXm1Rd7QWO97xLEAAUU7KRhs9gM+WGnzwtnx4TmmBjrl00pqoFOOFBdmSlyrdZlb77HScjA1BUmSi86aGrGUxBJGsibrHRc/jFCFwnjORAiBROw5WvNeuReDsx+75TJ3Dy959UqNS8tNPlhpE8aS6ZLNRN68zRvefiy3Nnp0vRBdURCAjBMpx34QcXW1Q63tHvi4k2iF4CfX6igiKcQr2BoLDYe8rSW57ZxB2w05N1nYt6f7sK/Lbrbn7E+P5Xlmtszl1Q59L6ac0RnJmax1XBQBXTfkylqHF86O33eaIyXlqJAa6JQjxaA/+Y/eXuKnN9aJI4mpJ7OuyxmdsZzBSsulaGtoqs1G16Pjhjw2mefUaI6pksW3DzD84uNgYACvLTTouCF5S2O2ksUJIqpNhx9eXqPrhdiGwkrT5dKSz4KtcaKSYbJo7RkBKNo6bSdkqemgKYIYSdEyKGU1CrbGy68vMF6wDlys9trNDSIZk7eSlIIbCEoZHc+PAChLg8cn85iasqOt7UGvy24lrzsZ091h/vMzJbwwmU9uGSobXZ8wkmhKzHrXRXYFN9e7jOXNQ6sbSEn5JEgHlaQcSbKmzrOzZbKWRtZUcYKQjZ7HrYbDV06UOTuRww0iZisZ/t6XZ/jSbPlwipEOEQH8cq6BF8YULB0vjPnlXANB4i1GsURKcHxJydbJGAodN2Sl5XJhprinkT09luPMRI56N5nZvdhwWG05bHR9VEUhiuWBB3hcmCmx0fOxVBU/jMkYKl4QMV2w0ZSkjWk8nyiFbS9ae1AGHvF2dtcMDCat/f5rt7Zy8UVsQ6Xe9Zgu2Xz3hVM8PpWn2nQSQRJdJZKJ3GXeEPzw8hpLTedI3Q8pKfdK6kGnHDkGIdBKzqSSMYhi8MKIvhczU7Y5PpLhpedO8uK5iWGh0WGEtQ8fiRCA3NJdliL5N5JGz6eU0VltuaiKgmVo6KqK4Yc8Mp6l2na5sMcWL8yUeHOuQb0XEMYxli4II1jrePzgUpUzk3lurncPVIQ1VbL52ukKb93aZL7Rp2gaPHW8yFrHIxtpHC/bzJQzTJWsQ62IvlsR3l456otLrdty1OMFi9X2e6y1XVQl8aiDOGY0ZyCEYDSrH5n7IZ0lnnI/pAY65cgxCIFK4PxMkXrbpxcEIAV//dwYsfykj/BgSATPnizzwUqH67UOUsBs2aLZDzk1lqWUMchs5dW9MEYRMJ43ma1k9s33TpVsnDDC0pORmlKCpiaylj0/ZKXp8MqlVS5XO3xp9qO2rf2KsF48N0EQwePTRWptj42ez7Fyhv/s147fV1/xQRcG26vYlzZ71Ds+P7i8ykjGJGsqPDpeuGuOeqpk863HJ/iTd1cwVIWMrjFeMFEVBV1N6hGOAoMFRxQnsqZvL2zyh28ukTEUEIKJgpVOQ0vZk9RApxw5PioK0vDCmNPjORw/wtSSSm7bUO+pEviT8l4qWYNq0yWMJY9O5LA0labjc6vR5+x4lo2uR6PnYWkalZxGLAVZS2ej69N2Q165VB0e6/ZzuLrWYSRrMJa3uLrWIYolSIkXSjb7IaoiWGs7XK/pt7Vt3clYWrrKU7Ol+74+9/KZDP59bbVDox/Q9kJ0VbDWcWnXQjputGPozH456hfPjXNxqYmqCEq2gRvEOEHEsXL2SOSfq02H3/vZHNfXOqy0PDKmiqEI5ut9MqbK84+M0PVCfufPr/GVU2UkYjio5k5ypymfD1IDnXLkGIRAx3KJAXKDiDiGY+XcMBS6XyXwq1fWKGfNoTGeKlhcXGoduKXnTtyrob8wU+LVK1dRFUGr7/PLtS5tN2DE1ml0Pb72yCiaAu8stllpRpybyCIUiCR8+Vhx2Mt7Yaa44xyyps7CRp+poslozqTd96n3fASQ0RX8MKLRgyiKeW+pRd7SabsBErmvR3sYRuDVKzXm6l3COJkKd3IkNxS12L3IqGQNNnsejb5PEEhypo6hJcdea7u8eavB5dU2p8dyPHOizGhu74KvqZLNS8/O8vLri9Q6HiNZg2PlLJqifGL558F5DkbQ1louq22XWEocT7LqhIQypufFvDbfQFMUWv2A5VafxyYL5CyNthNi6Sq1tpf2cn+OSYvEUo4cA69uqmQxW8mQMzWOV2ymh79PBppkzY/Wl42ez5u3Nnj59UVeu7mBIgSOH/Hy6wuEcfzASkj3I3k4VbKZrWRw/Yhfzm0SxZLTlQxOGPP+Spswjvn1L87wn774KC+eG6Pnx0wWLJ47VWE0Zw2P9fuXqjvUnJ5/ZARTU6i2XJARvSBCCCjaGnlLww8BKVntuHy41sYLYwxNYKjKQ5NprDYdfnZjAyEYFsS9s9jEC2MaPX94/VaaDgsbfX54ucYfvrXMStMhkBG6moSju15SDOiHEkWA44f8u4tVPqzuLy16YbbMP/3mGb75+DizI5kd98nHzfb7pO0k0Yxqy8MJYnKmDkLQ6Pt03SRKsNlNNMjDKGKl6fDucoubtQ4LjT5/eWWduXqXV6+sfeznkXI0SD3olCPJ3by6nQIKXX5yrU613cdWNfpBxLtLLZ46Xkryfm2P2Up2+N577Y8dhCkbvYCxnEkpo9N0fNY7HsvNPr/1/Kl9j/X0WI7X5zc5NZZNHtCA7PgUbY03bm1yajSRprT0REbT0hXYljvNmhprbZenT1SGvzs1muPvfmmaP/9wjbWWSyQl5YxOJWdiqBqWIZFSsrLpcLySASFxfclTxxMVsIcxvOPiUjMpzkJBCIGta0DIldU2z21FPMI45nqth62rjOdNVlsOc/UeY3mTIJIYmmCl6ZAxdAqWhm2oKEKhmNHoesGex7zbK//GufFP1NvcHtnp+SEl2yBjqrS9gK4X0vNCojhGFUndQCglfiRxgphYgqnCrYZLzlKpZAwEgp/fbNw2XjXl80FqoFM+lQzC4Jt9n59cWyeSEqSgmNGoNl2mShbzG11Gcwb17s6Cq3sZAzrwiBo9H0tXubi0mcwBL1mcHs/T6AV3DJlfmCnx3716nfGsiZSSIEpKl0pZg2bfp9HzeWexiRCSybxN2w15Z7HJU8dLw0XIRMG6TVxjLG/xD79+ekvMosXlaoelpoOqBJRsHSkFXhhTtBNRiXMTBSpZ40CiH/dDo+dzbjLPu0ttIFlwyBg2ej4XZkr86EqNm+s9am2HUEoyukrB0pirR9za6GObKmU7keks2gYFW+PxqSJ5SyeOY1Zat3v99zqR7CA8SL1Ctenw46vrKAIKto5A4AaJLGcQRqx3ffpBhEAQSYmQIOOYphcgEGRMFcdPKv91RcGLJEKBkayRTkT7nJIa6JRPJYMw+O/9bI6eH1IwdSxdod7zMNVktrShKpwezbHZD+m4wX3N1R54RLaucq3WTQylodH1Iq7XupwZz+/Is+51nE9OF1jcdAh9sA2FL0znubXRJ2fpzNU7CCGRUvD0yRLzGw5CSObqHbqexdW1LpVMIpBxdiK3Q0xjkIsfyZlAh5OjWbwgouUESAnf/sIEZycL7CX6cdiFc5WsgeMn0pzz9T5tN0BTBF87XWGqZCOA95fbjOR0MrpG2/VZ2nSZLJgoSqIdvdH1yVsaY3ljaJwBWm7ARMHa97M56ESyu7FzNrngtZsbfO/NJSbyBjPlLKfGsvtep8F7TU1BkCyOWo6PQGDpCqauDmsELDX5e9+LCOJkwZYxNXRV0PUDMpqKBFTA8WO+OFM8tCluKZ8uUgOd8qllqmRzYiRL3wu5vt6jZBs0+gFhFHNro8943kRVBC89e5xq272vudq7p175UYytqzhBTAaQxHcNmf/mM7P87o/nKGU1ipZOyw3ImzpfOVnmw7UOkwWb02NZKlmTUsbg5nqPG+sdNvvBUON6edPhylobN4g4PZbbcQ6vXlnneCWDG0S0BeQsjWdOlBnPW3TcZCDI9sXJ6dHsoXue2xWtnpotDff14rmJrVdITF0QRGBo0HYiNEVg6ioXZsp8+USZjhuw2nK4tNwhjGPiOKblBjR7Ib/59PE7fjaNnjdcGOxXDHc3BgY/iCTvLrWIZEzPC1kMI2Iptoq29r5Og/c+PlXgncUWtq4ykjPoOAGqqlHO6kkngq6StzQWG31G8gLHD1EE6KqCpgo2ewEZSyOjq4zkzWFa4rCmuKV8ukgNdMqnmkrWwAsTBSvbUJlQBWttD6TE0JThw3SvoR8H3X7PC5HAmYkc7y216XgBeVPjzHgOyd1D5hdmy3z3Bfj+pSorLYeJgsU//dYZLsyWeeVSdYe0ZSVroqsKEslj27zf45UMpYyObag7RplOlWxOVDK0XZ+uF3FqLMvJkRyljE696w1bqK7XOrScgJJt8P1LVSYLNkEU885Ck44X4AUxV1ZbfOFY6b486rsJjEgEL54b46fXN2g6EWEUUbA1VtsuE22Ht27B7IhNMWPw3RdO7bhWv/n03j3Zg88miOKhUTQ0gZTivhYcA4P/zuImtqFQ3fTJGhphLMmYKutdlzPj+T099MF7FSG2RREiDF3lH3/jDD+6UkMR8O5SG1tXcYOInpuMVj1WsnDDmJGswelRhZylIyV85VQFXRUPJPyS8ukmNdApn2ouzJT4/ntVjlcydByfnh8zkjP4+qPTFOwHnyQ18Aw1JZkCdm4ix/Val0fGcmiqQEoO9AC9MFve08jsN1WrZBs7qtQHf9/LUz81lqXaVBHCpeOGzG90GfMspkofzeSutT2mijZZU+OP317mzVsN+n6Mqgh0RdDxQwxF5cmZ0n1LNd6psK+SNbB1lb9zYZr5ep83b22w0UtC11NFGzeIeX1+k2dOlPa8VnuF5AfXbq7exdIUEJJGN6Bgaby33LxrAd9exzi4/gVLpx+GaELBNhQsTaW9lSbZ6zPYXrQ4wAtjKll9+PftKQBDV9FVhS+dKPPC2fGklqDawo9izk8XgKSI7GhOyEv5uEgNdMqnmsG4yqtrXUzN4tSoTs/z+XcXV+j6Ia9+WOPvPzPDN79w/wIaugqbvYClZp/To1m+9cQ4a22P9Y7P84+M8OIDVA7v53leXGre9sDfz1OfKlj8yTvVj0LoTsCtusN3XzgF7MzVNnrJEJSNno/rSyo5nVrXx1AVAqKHJtW4OwRe77q4Qfej6nqRzCVnj+lfdyoG+9UnJvhnrzRo9Hy8MEZKiTmWYyxnst7172mhsX0x5gQhGgo9L+JsOYcbRuStZAElkLxyqbozf1+wePn1RTpOQMsJGM0b2LrGZMG+rZf9qdkSo3mDN+ebnBrNEUuJrgpOjebSnueUHaQGOuVTz2BcZd7SuLbW5s8/XMdQFU6MZOj6If/tn18HuGcjvd0w/PoXp1jedHhrocFbtzZxgsRTPwz28zzvNK96x3G2XZ4+WaLe8el4AUXL4JGx3HCe9/Zc7fxGl+mSybVaB5BYmkoj9gmQTBUsbm30gWT2+Ru3GjuMEHDfhWW7FyKaqvC3vjhJ0wlouwF5S+MrpyrE8vY5rnsVg232fX7vZ3OUbIP1js9Y3sALYvpBRLXpIiSM5cw7FvDtd4yvXhH87MYGlZwOfcnN9S5uEHFqNEsQSQq2jqUni4XlTYc/ffcDnCCmktHpegF+FLHR9fmVM8UksuMGVNvujvOfLtk8/UL5vmsjUj4fpAY65VPP9of/jz5cJ2uqHC9lsIyPbu9/88bSPRvo3YYha6qEkaTthjwxVQQheX1+k3rP5ztfnjnUh+vdcrrbafR8/DDmRr1Ls+9TyhgU7NKw8reSNVjedFjvurx5a5NKxsBQBQgFL4zRFIEfRtR7HoqicHO9w5W1LoVtHuv33lqCWDJTydx3Ydn2hcgg917KGMzX+3TcgCurbc5O5PY8v+2Feo2ex7W1LmGczC8fyxssNRwQkrGcRd+PWW46fPlE+Z573qdKNi89d4IXz43z6pUaf3458ahnKkl6YK3lMF20h9GIa7Uua22Xvh/T90PW2h6Pjefwopi/ulGn6fhDidG9FmL3WxuR8vkgnSSW8plgqmTz7fNTGLrCIyPZHca5aGqsddx73ubuaWXz9T5eEKMogoypEcXQcnx+dr3O7/1s7tAndA3O6R88d4Jvn5/a1xC2+j5/dmkV14+oZAxcP+LPLq3S6icGeqpg8cb85laRmM5ax6XnRQShJIwikICAKIaypfEXH9bouSGPTxWH09ca3WQs54NOZBtwYabEUqPPa3MN3CCZJNZyQuq94LbruFuecr7exwlC2m7IWwtN3CBmqmgRxElLlm0ojOUNKlnznnreBwzy3e8tt5itZPibT07xt548xtcfHcPUNWqd5PjmN7pEcUSt49HoerQcn54X8Iv5Bo4fIiQ7JEZTUu6V1ECnfKaYyFu0dmkNt7yQifztfbR3Y7dh6HgBbhRRtDQ6bsBcvYdAYKiCRs9/aGM078Zy00FXBYamIkTyU1cFy1vHMgiBFy0DAbT6IVMlk4whaLsh/SCibOtIJP0wotH3yZrqDsMWRDFBtDP8nDW1++7PnSrZjOZNCpZGEMdYelIMNVOybzP6F2ZKdNyklz2WklsbPRY3HMoZg0rGwAkimk7AdMHi5EiOkZzBeN6m4wb3rGO9fVSnIhJ96Z9dr/OXV2r85dUa7X7AwlYaoOOGrLY9em6AF8Z0nAg/jHG8kOVNh5YbcLnaYaXZp9k//OEwKZ990hB3ymeKv//MzDDnXDQ1Wl5Iqx/y28+fvOdtba+w9sKIpUaf6qaDKGdwgi6mpgESTVUYy99bvvMw6Xohj0/l2egE9IOQjKbx+FR+2AN9c71L2wmpdRyqbY+sqaIoAlOXmLpGHMd03JCpos1Y3mS97fLWrU36QUQsIWsobPZDxnbl3O/HO92OBL72yCiK+Mi/3GvS2e5wfxDFzI4koXZLU7lZ7xJJSRzDmfEcV9baFGztviqgt6c1CrbORs9nrePRcSNmyhabfY/VlkvGULF0lfl6j0iCoQkUIRIpVAHrPZ/RgknR1MhnNC6vJhrdaY455V5IDXTKZ4pBnvnfvLHESttlIm/x28+fvK8q7o+Khtb4iw/X8cIIU1dYbTv4QcxsxSJGYWLLc7vXfOeduJdJXxMFi64Xcnr8o/ztZt9jomBRbTosNPo0eh5Lmy7rbQ9DE4wVTEayFuN5g/eW22RMjfGCRdv1We14xFJyo9ZhsmjT6stkSlvHZ6HRu22a2f2yV2vSvpXq2/K3zb7PYsPB8SOypsp00Wa52UeKmKmSxbfPT963Idye7z45kuO95RV0NRG4WGr2CCLJeMFkuemS2SreK2eSeduNnk8QxsQxmBqcny6Rs3ScICRryHRcZ8o9kxrolM8c3/zC1AO1VW0neaAmOdfZkQxBFPPBcournS4frkWcP1bkialkzvVCo8da2+W//9H1B9L0vdcZ079+forf/fEcwHBS2WD61sWlJpMFi9fnGmiqIG9rOEHEastj9mSGei/ACyVFK3kUDGQOBTFCCBRFkDNUpssWp0ZzrLYdLF09lKrj/XrA72b0T4/lsHSVesen7QZUsgZnJ3NMb+XsHwQB/PxGfSiZmTdUmm7ASsthJGswXTJRhaDlhnz9kVHWOw6OH9P3kxnbE0WLWttFUxVu1ntMlSxUoaTjOlPui9RAp3xmuZ9503u9573lFqWMhq1rRFFAxtR5bDLPRs9npmwzV+/R8wOur/U5O5llodFHUbhvTd97nTG916SywfSt91+7hRsk40g7bkjfD5PJWLqa5E3dkPGcgaEq9P2IKIaZksXCpsujozkeGc8jpaTtBhwr25i6wj947sQ9fhJ7szt0LUh6zn90pXbHz+vCTIla2+PMRG6HYX9Q/edq06He8Wi7IUVLxw0iGk6AH0TMlGwmChZCCPwwpmAlxWKnRnK4QVI1risxpqbgZwxypkoUxzT7Ad98bCId15lyX6QGOuVjYbuI/WDk5J3EBw5jf/c6b3q/9/T9EEtLwp61toepqRhqIopQtHXWOx6XVzp87ZFR1rsuGVPF1jUcP6Le8Tkzkbun8ObutiK4u0TmfpPKKlmDn16rE4QxWUOjkjXoeAE9L2S56TJdtJipWFxb6+NHMbomaHshpiYoZpJQsxvE5E39gXPOezEIXW+/9gOju9/ndS8taPfCxaUmM5UME0Uraf3yAmbLNh9W24zmLfwwiSp4YcTJkQz1rs9zpyvUewHrXY8wjvGiZGTnZNHiWCmDH0XpuM6U+yY10CkPncHDN4xjFhvOLu/ywUQa9uN+lI72e0/O1Gi5AUIIekGArqj0/JCzkzm+PJsM1/j+eyscK9vcrHcpbL1voPF8r7npe8nN3o0LMyX+55/fwjZV3EDiBRGaEEwWbCxD5e8/M8Mfvl1lJJeIOfTcgFrP51ceTYzJZt8jjuFYOfdQjczFpSZRLLlW69Bxw0TVKmfdUSXssO+Z7fO0K9lkgRRLiRcmnvHcRp+CqXNyJEMkJaoiePHcBLW2yy9ubBBGSQueKpKctaEJ8paRjutMuW9SA53y0BkYvmtrXTJGUl3rBOEdxQcelPvxQvd7z7FShjCKafR9Yinwo4jxvMmTxxKPdadms4YbRti6dt+e5/3mZvdiqmTzxWMFLq20gRApQRVJBfL56QKBhGdOllnvJnO8HxnPYagKThBRso1hLn26ZD+0aAfA3HqPhUafWMa0nJAPVtr0vJCxfPJ5HOa+90t97Lcw+urpEYJI8thUgVrbY6Pnb6mkzTK11Rb27MkyP/xgDSeMEhnJKKbadPk//50nDq0eIuXzR2qgUx4K2x+C76+0ePJYkY4XfORd3kV84EG5Hy90v/cMQvEXl5qM5U0WGn3OTRQoZfRhr+2vn5/i4lKLsZzF1bUObhDt8DxPj2Zvn9+8j8E57BDuhdkyYwVrOAo0b+qM5g2mSzaNns+xss3xSmb4+kGr02Hlmg9C0/FxgpBGLyCOJY4fEkrJetdjpenccx5/P+6U+thvYfSrTySSmReXmli6ylOzpR2fX6PnU++6SCHoOBFCSCxdJYxj/uhilSeOPbyFTcpnm9RApxw6ux+Chqrw+vwmGV3FDWJsQ727+MAhqVDBwbzQatNhs+fx85sNRrIG5yYLmJoyfM/2kOpg8bHbeI4XkpCsG0Q7PM+pgjUUSjhoPvwwQ7h3Kqq6F1GOh0nR1nl/uY2qKPSDECEUTDVRc7qfPP5+XFxqEsYx19a6OxYrF5eafPv81B0XRndS6rqx3kMRMFEw0VSFMJLEMqbe9dL2qpT7JjXQKYfO7lzu41NFfnFzAy+MCGOJG4bEMcyUMiw1+qCIofjAQYu57ladfS9e6PYFxfOPjHBltcNPr9d5/pGRHcexe7/f2KVitZ9RfeVS9Z7z4YfJ3a7FYYXTH4TTYzneX24Tx5JqOyBn6GQslbyh0vEOL9Jyc73Lh6sd+m5EICN0obLUTPSZ4f4WRhdmSgSRpO+HFGyDMJIEUUTJ1lFUJW2vSrlvDs1ACyFU4A1gWUr5t4UQp4B/DYwAbwL/aylleqd+Dtidy61kDb5yqsK7S01myvawinuqZLHZU7B09cDG616qsw/6sN2+oMijM/qoRccNsA11h3H+vZ/OcbXWpecFZE2dt29t8ltfv7ve8P3kww+b/a7Fw6qIvlcuzJR49co6qgJS5HCCCCmhaJt75vEvLmzy/UtV1touEwWLXz8/taOKfb9F3ErTYaXpUM6YZFWdIJKsNB0K1v0/CqdKNt96bJx/+/by0CsvmwaRlBwrmB97NCLls8NhetD/FLgMFLb+/c+A/5uU8l8LIf4H4LeB//4Q95dyBKk2HT5YaXGz3kNTFE6OZDh/rISpKbxwduy2QRK//9qtHYIUcGfjdT/V2XfjIAb0j99e4hc3G5SyOqNZk14Q8YubDcoZnf/0G2du2+Z2A3Fro4cbRB9pH/PJhJH340HD6dWmw6tXavzi5gab/cQgPnfq3nSyp0o2Lz17nJdfX0BVIIpjxnIWQsBo3tjh1V9c2OR3fzxHKasxXbRpuQG/++M5vvtCkm+/0yKu64VoimCoEIJEUwTdXfPb75Xf+NIMm/2Ai8stFMDQFExd4Xg588D92SmfXw7FQAshZoC/BfxfgP+dEEIAfwP4B1sv+Z+A/xOpgf5MU206fO+NRTa6PnEMKJKrax3Wux5PTBf5zpdnbntPu+8Pe41LGYNnTpQZze3vdTwMb/QgBWU/vblBMaORMwetVwpSSn56c2OHgR4Yq5/d2GA0Z3BuMs9kweaN+U2AQxuTeVSoNh2+99YS7y+1aDo+hqqy2nL58dX1e5bhvDBbHubx59Z7+1aQf/9SlVJWo5xJ7oPBz+9fqnJhtnzHRVzW1JgdydJ1t+aW6yqzI1l09cH0pqZKNr/19VO8eqXGe8sthIDz0wVePHf4LYQpnx8Oy4P+vwP/eyC/9e8RoCmlHCxLl4Bjh7SvlCPKxaUmjb7PdCnDeCGm1nEJ4wDXjxjN6rc9qH74fpU/ebdKxwsoWTpI+HcXq3z1dIXf+vqpPfdxmD3CAw5SUOYFEQVT3/G+MJYsb/b5P/5/390qdoOOFxHFkvG8iSIU3l1q89TxIs+cLLPadnCDaBjiH6g2fZof4BeXmjS6HkEck7cMDE3BD1X8KKZxHwVSB/Hm19ou08WdrylaOiutRL3rTou489MF3rjVZKqYwdIV3CCm6fh86XjxwMd4p2N/6bkTvPTAW0pJSXhgAy2E+NtATUr5phDixft4/3eB7wLMzs4+6OGkfII0ej5BJCnaCkIkeWUpJS3HR25TxB14mf/jT26iqYJjRYu+Hw/zhV0vGE6X2p1HPMwe4QEHycOeGc9xda1LSVGSyVBOwHy9j6lCEElWWy7rHY+CraMKQRRLTo9q2LrKfL3PU7Ml3CAilBI/jFlu9ql1XK7VuvfkZR41ks88JowkWTP5jHVV0OgFfLDS4v1qi59cWz9Ub3KiYNFyg6HnDIkO9EQhkRS90yLuwkyJesen0fdpOcmUr5OVDC+em3jg40pJOWwOw4P+OvC/EEL8OmCR5KB/BygJIbQtL3oGWN7rzVLK3wV+F+CZZ56Re70m5dNBJWugq2LYSgXghhG6qgw93EF+cK7eRQKmqtJ2IyYKFuOKQBXQ86M75hEPq6hp+wIgMS2DvOTtr1GFYLXlUmu7ZE1tSxtZcv5Yha4bkLd0mk5IFEl8YvpBxEbPY7ZsYxv61mjNPn0/ppzVKRoGbhjx/lKLtZbDE9PFQ2sx+zhJPnMFTRUEkcTQBG0nYK3toSiCE5UMpqryxq0m9Y7Pd545/sDndydxELhzRGSqZPOdZ47f84z2lJRPggc20FLK/xL4LwG2POj/TEr5vxJC/AHwHZJK7v8Y+OMH3VfK0ebCTIlrqx3mG32k1EFIVjZdDF1hbr3HK5eqbPY88pZGGEsKtk4YSnRVpekETBYs6l2XL43eOY/47fNThzqwQhGCX841EAKePVnG8SN+8MEaF2aKXFxqEcWSIIbHpwssbjgIAbGMOTueY3Ykw/vVFhldI6MrtNyAKJKYupKMBvUjGr2ApaZDxw0ZyRlEkWRus0ej79LoBdS6Gi+cHT9Qi9lR48JMiWu1LtWmy1rbwQ0kG71ErnKiYDFbyZExNcTW+MvDaC27kzgI3D0i8jDGhKakPAweZh/0fw78ayHEfwW8Dfw/H+K+Uo4AA+/k1StrXFpp03VDDF3hS8fLHCvb9LyQn99s8PwjI+QtjZmyzYfVDqaUSCSrbYfNfoAqBD+5ts6Tx4rk+ShMeZitSdsXANcWGpSzOkjBwobDl08kD/rvX6ry2GSBa7UOGVNlJFfgeDmLqSk4Qch8vYcbxGR0lSCKyRgai5sOpiqIY0kviGi7AZN5kxtrbapbYfAolhRsAz+UCAEdJ6TZD4ZRhqM+2GJ36uGFR0fRBHz/kkNMjG0oqIpC1tKQJEGxIIq4sto+tJD3fuIgA1IjnPJZ4FANtJTyVeDVrf++CXzlMLefcvRJCmVOAsmADsePdnjBpir495dWKWdNWv2QEyM2a22fVj/ACSTfPDfGU7Nlfn6jzuvzmzx3qjIULjjM1qTthUQdNxyOIG27AZAsBtbaLk+fqOz4+0AA4wvTBRY3+zQdn5yls7DRo+eFKIpEU1U6bkglZ5A1VEBwq+FwcsTmveUOElAF1DoufhhTzhpcWm7ywtnxj70/+l7ZK/VwcalFKWPwD79+iryl8+OrNd5e2KTR83l3qckjY1lurvdpuf5DCXmnpHxWUT7pA0j57NLo+Tt6nBs9Dy+SbDoBmiLpBwHvLrVp9DymSxa/8dQUX310DEUIHp8qIiVcrraJpRzOvD6sntJBIREwFLgYiFvA3gIY8JH0oqmpfPOxcZ45UUJXBZNFi3LW4FgxQ97SeGK6wNmJAlKCGyYShHnLJGOoKMDNjT4gyFk6Y3mTy6sdGj3/SPVH78X2yIMiRDLcxdJ4b7lF1tRo9HzaboiuqShIum7Iu0stNroutqYiEdzc6NLqBSxu9oeV7AOqTYdXLlX5/ddu8cqlKtWm88mcaErKESAd9Zny0NhdTTtf75O3NB4ZzTC/0WezF1CyNRRFsNJ0+en1OhlD4/RYbsf0sYcx4Wp7IdFsJbsjB71bAMPUFN5dauGHMYam8PSJ0lBEYfvx/P5rt1CE4N++tYSpJ33SXhgTxZJjpQwxkqeOl3lroUEkNU6UbZwwQhUqeVNyudri1GjuSPdHN3o+ioBrtz6aZT07YiNEsqiZ3+gykjMo2QbXam1qbY+WE+CHEYamEkaSvKXR6vu8eatL00kiFoOF116FgRdmilTbblrUlfK5IzXQKQ+N3dW0611va4qTwAliFCFwgghDS6q8W27AT67VKWUMKllj3+ljh8H2QiIniHj2ZBmQxJLb9Htffn2RoqUTxjGaIlhre/yNPfKnlayB40c8PplnuenQD0J0TWHE0tFUBVNTODma4b3lJidHLB6fKlDveKy0XCoZHT+Kj3yBmEDy+nyTkm1QsHTcIOb1+U0eHcvQcUPWOx5jORNPSsZyFqM5k44b8GG1i6oKGj2POIqp9wO0reEgg6I8XU2iGUEU885Ck44X4Pohb9xq8I1z4wee1Z6S8lkhNdApD42BEXz1So3X5xustR0KpsZi08UPI+Kt4rAgkmQNlb4f4UUhc/UOulp46NO27lRINAi1/vjqOlEUMZIzkDBUP6q2XS7ses9gQXJqNEcQSRQFCpaOvzUM49mTZXRVYaZsY+uJ3OZIzuTprd9vn/19dBFICYitjkghkRJKGZMXz42z3Oyz3vUZy5nkbRVDU7E0lRtaj1hKFAFLzT6apiZhf1MfRljeuNXgyWNF3l1qY+sqBUtnueGw6ST99YOQOhz9QrqUlMMgNdAph8ruCt+pgkUQSZ49WeGLM0X+6O1lum6Aribes6Yo5EyNnh8xUTDJGTrVlsuF4+U9Q9oHUbI6jHMYhFodP6Ta8hACzo7n8MJEqnCgfrSd7V75QHLyWMmmnDHY7p3/b/7a6aH8ZNbUWNrsc3Wty4lKhlcuVY90CFcCXzlVYaHRo+0G5C2Nr5yqEEuZjLt8/tTw2r15q4GMQVUVnp4tsdbx2OwH9IOYJ8ayTBUzVLKJwc2aGlLCldUOtq5+1EcfRZQzOvMbXSrZyvC12wvpPo57IiXlkyA10CmHxl4Vvi+/vsDZifxQKapk6zR6HutdnyiOKdl6MpnLTQx0MaOhqXvXLt6LktWDsL0Qqh/EmJqCoamsd3xOj+dww5DWVu50Nwdt7xnMnL5e67DQ6HNuojBsRTvKIdxBGP/Ls5Xh7wbKX7BzkRJLkEie2hqj+c5ii5OjknrHYzRvIqXg5EgOSPLXTx4r8rMbG4zlDaRUcMMIVShkTI33V9p03KRgz9QU+n7E7792i1bf4/JqF3PLI3eDiFrbO7LXLyXlXkiruFMOjb0qfKNYUmsn3k6j59HzIyYLGR4dz3JmPEfXi2n1fcZySZ42jOGLM6VhXnJ7Fe9+FcS7K4EflO3V51lD2wrFxzQcn8vVFldXO8zVu7z82q37rjaeKtl8+/wUp8dyPHdqhOOVzEM9p8PiwkxSINdxg32r6wfn9k/+xhlOjebQVYVSxuDR8SxRDKdHs0Sx5Mx4jlJGH27jiakCRVvjcrXDeyst/DDiwkyBxYaD64est5NCwj94Y4kwilEE/OXVOitNZ6sXXXK91iOM4yN7/VJS7oXUg045FKpNh59cW0cgKFg6J0czVLImozmDejeRAZ+v9zlWsrnV6JMzdR6bLDBTdlho9EBAsx8wNm7Rdnya/ZD1rsdys89vPZ9oLn9cusrbq88nCxaGqrC02aO62adgG0ghadUD/pJ1XnxsfLiYuB+v7ShoRd8L96Ifvfu10yWbv7k1BW4Qlh5s4/RolotLLR4ZyxPFoCgQRlDreJQzGn0vou2FCCEYL5hcXesRRKAogpKlsd51OT2WaPXU2h6Wrn7clyYl5dBJDXTKAzMIPRuqghDghTHvLLZ46niR8bzNZj/xuNpuQMZUmcibFGydaqvPxpZXXc7oPDqWxQ8j/sP7azwylmMsZ7De9YbGby8RhOVNh9W2w++/duvQ8o87WrBGbNY6Lj0/ZCRvkjcNah2HciapOn9/pclfP5sILdxP4dL2c2r0PC4tt7hW66IpAoHkiamj12J0L1O69nvt7t+/cqk6jI5kTY35jS7rHY/VtsvJSgY/imm7yaItZ2j0/IBbGz2Kpk4QS/pbNQGWrlDreDw1WzqUc01J+SRJDXTKA1FtOvzez+Zo9PykMtkJGMmbWJrC5WqbU6M5Xnr2ONW2i0QipeD5R8cAyTuLLaT0mS5aeGHML+caxEgMJXnI5myNsbw5DPnubtta3nT4q+t1KplEEEFXlUNRh9rdgvXMiRKLGz00TSFrqJQyOuWMiR/G3Go4w+M5iNc78Bzn1nssbfaod3w2+j6TBRM3jGn2AzRFMFXK8O/fX+NfvbbIiRGb2UoGL4iptY9ufno791q4tT2SUMkaVLJJ4dn331vh/ZUWbTciY6iYQtD3I1RFoKkhU0WLW40+GUNFSknT8VEVcWgDbVJSPklSA51y31xc2OTl1xe5utZhLGegKAKEIAhjYplULQ+MyQU+8kx1VXBltYsQEjeMmSxkWGj0CWXSE2tlFeYbPYoZnecfGR0av90h0xvrHXRFUMgYWJqKG0bMrfd49UqNl5478UDnttvDe2+5jaUrZAydmzWGalaDbqODTAAbRBqiWHK52qbactBUhcmCyZW1Lo4fcaJic2YiKapaaTkIIIrBjyTXal3OjOeOfIvR7mK+5U2HV69cZbaS4fRYjgszJWptl+9fqrLWdpkoWJRsHVtXd0RHljb7xBK6ftKS13YCulvT3yaLySIwiCWmphJGMT+/Wcc2NP7h104c6euTknJQ0iKxlPvi4sIm/81/uMLN9S4ylrScgGrTxdQVcpbG0ycqvHB2bMeDcmBgbUNlte1QsDQen8zT6PsUbJ0TZRtFKDihJGdoFCwNkPz8Rp1Lyy1euVQF4Nvnp/gHz50gljBdtrD1RC3J1jVKmWTs5GHz5LEizX6IE4SMFhLN6qYTcLySOfAY0kGR23o3CZmXMiY5UyeOBeN5i4ypkrcNcpZGreOgAKoQuGGErWvYhkKt49Do+Yd+fofJ9mK+Zj/gWq2LqgjaTojjR/y/fjrH/+OH1+h6IdNFm64X8sb8Jh9U2zuKz66udROhlYJN1w3x4pisqZGzNHpejEDh0bEsBUtlvGDzlZMjfPOxcZZbXjoiNOUzQepBp9wz1abDy68vEoQRo1mTthuy2nYZzRk0ez5xLJks2HsOGdnumTp+RBBJPlztULB0FEXhxIiNF8ScHs3ScQNem2sgZdJ7u7sYSwhA7tRvRork94fMi+fGqfd8Gl2POJYcL9u4Ycx0ybpt8th+DMK4HTckjCRZMznQfpC0D9W7H4l19IMIQ1UJY0lGS76mlqZS6yQ94keZ7eHq+Y0utqFgaepW37TO9bUOYSwpZ5LXDH46fogbRLw+n4xdbfRcbq7DascjYyhEEvwoRhOCJ6bznBzNcmosx2TR3uF5d9zgyEcZUlIOQmqgU+6Zi0tNolgykjUIYkkxk4R2e17IeuRzcjR71zzpINydtzTOTeSY3+jTdgOKW+IR612Prhdy/liRx6eKVLIGjZ7PXL3Lv/hRm185M8ZMyeL6eh8hBJau4AYxLTfgmROlQz/nqZLNd74880ADMT4qCNPQVLEVJgcBdJyAnhch8VjvuKgIQKKqgoKtfaryq9sL3wZKYDuESIIQW9tZZV20dK6v9zi7NdRmre3w+lyDD1e7RFGEG0p0VVCydVShUO/6nBrNfuqq4FNS7oXUQKcMqTadoZazlElY98Vz47cZoUbPZyRroArBSisJJRYsDT+KOT2WG7ZF3Ynt+eTpUoaWE5AzNaaKNl0/YNMJ6HgRQRQN9/nOYhNLFwgEjh8RSkHF1gllTMuJ0FXByUqGF89NPJTr86Aaw4NFyVjOYslwqLYc+n5I34+IY8FIzmAkq3NjvctI1uTEaI7TYxm8QFLreKiK4KVnZw/VM3wYU7i2F/PlTJWm4yOl4NxkMpQkq2uEsdzxnpYbgJTDWdw/vd6gnDFoOj7rbogqJIpQaDkhj03lKdo6Emj1fX7w/ir9IKKUMXh6tsxY3rxjPUByn9d4b7lF3w/JmRrHShlOjWWPRJV8SsqA1ECnAMlD63tvLDLf6FO0dBCS1+c3qff826qiK1sTm9pukkNsOR71noeuqbz07MH1fbcbvJdfu8XVtU7yQO56nBzJUtNdFhoOsWyiKWAbCj03YtPxeWthE00RTORNTo7ljlQb0n7sHAVaQBGStxeb6KrKiRGbibyFqio8OZN4nEVbp+UElGyDp2ZLh35uD2sy2/bzLFgGm/2QsxNZShmDjhvw6ESem7Uum32PoqXTcgOavZDTY1mypsY7C00iKRnJJfKcm/0AJGiqwnTR4vRYjr4X4Xgh19e6dLyQoqXj+CF/+l6Vr5yq8LefnOKVS1VurneH1/DUWJapgsWPr9eZW++hKZLVlkcYO3ScAEtXPzVV8imfD1IDnQIkYetG36dkG8OxjUIIGl3vtnxeUoXr8eh4llrbI5KSYsbkpWePc2H24PnRiwubw0rejZ7Przw6im2olLMGtq5hqoIPVjsIIZmr95kq2XxYbZM3VbwgQhGw2OjzG196sLaqj5Pti5JXLlXRNZXxvIXYSpwvbHR561aDjKnxlZMVJgoWmqI8lIXH9mIu4FCFKLaf5+6hJP/w66eGVdwrLYeJgsVvPp204vW8kNV2n74f0uh6GJrCWN6kZOts9HxMXcXUFGZKGX5+o85kyeK4kknuw1BSsDTW2w4Xl1qEccxiw0FRoO2EWLrKq1dqRFFMOWuw0nSG59z1I9a7LmfG82n+OuXIkBrozwl3C2XOrff4oNqi44SEUqKrCnlLx1CTCuPtbPeQLF29L+/u4sImv/vjOUpZjeliMiXsT99d5VjJ4tRYEgrVVJXHJ/NkDA0vilhq9NAUQcY00FVBz4vohyGvXlnjpedOHsp1+jhJ8qfGsEq76yYVz30/wjJU3l1uoq4Inj5RPlSjMbgXXrlUZbJgc3osSyWb5HEfRv52r9TAVMm+bTE3vhXFWWm6GIrAkZKeH5HTVTpeSCmj8zfPT2FqCh03qaivd8CLYjKaxslKliiO+fncBrqmUeu4hEGMbiioQqCrgiiWrHU8xgs2jh+T2VqM9n1Jxw0/kfx1KvaRsh+pgf4ccLe+VF3AX3y4xly9h0Dih5IYgW14TBeSQRDVpnNbyxQwfLAMZh8f9MHy/UtVSlltWMF7ajTHBystFhp9JksWAgUniHjqeBFdTaq7//CtZXJmIq4RRIlU5Ww5w6WV9uFesI+JStbAC2Ku1bpAUgnfdUP8SJKzNAqmTm+rBcnUDmd05fZ7Yapo0XaD4dS3StY8UD/3w2KqZDOaN5mtZJjf6DOaM9A0FScIiSI4O5rlT99doe2GmCosbjrkbZ2Zkk0QSz6otnDDRGfc0gWLjT66ojCtW7hBxM9ubDCS09nsB0wVXWxDGRbqqYogb2kf+/kPPo8wjqm1Pd5eaPLqlfV7jkalfDZJ+6A/B9ypL3Wl6fAv//ImfhhhaYKOFxPEMYqQuEFEw/GZKBi3iQ8MHiyOHzGaM3eIWwy0lO8kJLHWdpNc9xZ5S+exyTyqKljv+MQy5oszBXQ18ZZePDdBOavT6HtcW++w0XUZzxvk7ESm8NPIhZkSqiI4M57DUAW1jkssYapoUrQMhBBkTQ0/TqQrD4Pt98Kp0TxSCoSQ3FzvHbif+2EigW89Mcl3nk4M1Gwlw9OzZR6fzLHRT+61gqXRckMk0O4H3Go4BFFI0wlo9UOenC6y0nS3FnMK612fes/HUAWaEGQNjQ9Xu6gk/dabfY+coTKWsz7287+41CSMY67XegSRZDxvoirw8usLaS93SupBfx7Y3ory3vIma22XMJJI4dD3M2gKeAGUsiYdLyKMIZYMPW4vkLcNx9gvf/nqlTWCiLsWHk0ULFpuMPSgAWLgq6dH+K3nTw0980GPMYCla1i6StHW6DgRby40Kdk6v/bEw6nafthsTxWYukIs4dpamzAW+GE8DOMbikrR1u++wQOwe6TmU8dLzNU7VFsOT82WDtTP/TAZtGgNxn1C0tf8Z+9VGSuYbPZ8LF1FV1VGMgpBHGNqKstNF10RnJ7M8tzpUf7gzUUKlspGz2ezF5DRVYSusNxyeXq2jBdGtJyQyaI5rOKeKlkfe3i50fOptb0dGtgl26DWcT+WXPj28HpSBSGRiDTUfkRIDfTngMFDL4hiPlztULSSHC4SLi618MOQRi9AUwVFW0cRyQjFkazORN5ko+dzYiTDK5eqwzzZ3HqPR8ZzO/aTNTXeuNXgmROVuxYe/fr5KX73x3MAOyp5f/Pp43vmLF+5VOWp4yVcP+LWRqJ+ZWlJACiUDL2NT1sub3cx1e/88CpuEOH5cdL3LARPnyxxeix3ly0djN2CI5Wsga4WuHC8zLfPTx14Ow8rb7p73nrPC+m4IQhB0dJZbjpkdA1DUwjDGF/CC2fHaLvJDPPBOT0+mWe56ZA1kyrwSEoUITg5kqWUNeh7EV+YLvG//cajD3zMD0Ila/DTa3XiWOJEERlNI5/RGM0Z+06MO6xrvz3doQjBL+eSATHPniw/kEJbyuGRGujPAYOH3ly9S8HU6XohbTfA0hRqHRdNUShYOm0vxI8iEDGqAFs3sXQNL4yodxIJv4FXfKvRx9JVjlcyNHr+DvWhJ4+VyG/b/16FNxdmy3z3BW6r5N0v79bo+cyUM0wWe8QxhMRYmkrGUJkp2bx6pUYQyUNvGfo4mSrZvPTsLC+/voiuSk6MZhkvmMMq7sPgwkyJ7721RKPbJIhidFWhkjP5zpdnDryNh9WeBfvLWS43+7TcYEv3OaZk69xq9MnqSY5aUwSVjAGKoOMGPDFdpOslvdEZTSNEoikKJ0dy2LqGGxxe2uCBzrdgUW25WIZCydLpBSG1NY/psyN75sKrTWfr8/OGn9+1WpcXHh29Z9WzwcCha7UOl5bb6KpgLGeysOHw5RPl4Ws+Ld+fzyKpgf4cMHjo/fO/aGOogrmOx1jewA9jLE2w2Q957ESJjhdwrdZDypjToznG8hamrnCiYjNZzAy9riCKieOYP31vhdOjOTb7Hm4Q4wYRmiL4y6s1vnFuYviA2a/w5sJs+cCFMAPPTwLnpvIIIXCCEFNTyJoar883ePbk3T33o86F2TLjBevhRgKGQ0LErn8fjIfZngV7FyB+5USZP3y7ShQnrXV+HBOGMWNli/WOz/OPjPDiufHh+5wg4tmTZUDyoys1HD9mumiTNVUcPyKOObS0wYNQbbu8cHaUn16vc73eRVcEOVPneq3Lbz4ze9vrX71SY269RzmrUzSSDoAPVlpcW23z1Gx5WGj2p+9W+cJUnkLG2PcemlvvsdDokzFVFAECwXLTwY9ioJxOZDsCpAb6M872cFje0gjCiGdPlen0Q67XO+Qtg0oWFFXhzESBR8fydL2Qr5weGX6xf3SlRtZMbpVGz+OdxRY5U+d42Wap2Wdho8+Jis3jUwW8MOLD1S5vzG/wrScmhyHKveZy3wuDKICmCNa7Hhtdj44bcrxs8ecdj/mNHgVLP1DL0FFva3nQiWV34uJSk5lKhseni8Pf3evs6oc9XnMvD73mhrx4tsIfXayiqQqmrjBS0RkrJFGH7Qu93edRzpqsNB3qHT+ZB27qHCvnmP4EP/PtrW45M+n9L1oGgYxQhYITxHu+773lFqWMhq0n30db1/CCiJoTkrN6SS5bV5ivd1na7PGF6RJeGPP996o8PpmjmDGH93zT8VGUZBsZQyWIkmltPS+Z3vdJVvSnJKQG+jPI4Mt/c73LQqPPuYkCx8qJCMVPb2zwxESeU2NZ/DCm50ecmcgigb9+dpyOG2Ab6o585PYc9g8v1+h4Abaucqxks9J0KVgqTSdivesxnrc4N5Gl2nJ3hCgPK/T5R28H/Ol7q5QzOjNla6uCV/LIaIaOd/eWoZ15N3jt5gZ/+m516IHd6TiPumE/CA9iXAfn//5KC0NVhjPS4XAf5vt56B+utvnO08dvE8aotl0u3GF7g8E6ZyZyO/LaH2e19nYd8OVmn2rLZbaSIWdoLDT6BJHk3ESBnKXhBCFxLPdcNPW9iLWWS4Qko6uM5xPRlr4fDQvNVtb7GGoyr3y15XCslGGu3qXWdvm7Xzo2zC8LII4T0ZqxnMXVWgcpJZWsNazof9CFdcqDkbZZfcbY3v7UdhJ1oL+4UuOP3lriF3MbEMd8sKVFPF22GC8YRFKSM9V922wuzJRYavR5ba6RGHBdoe9HrLY91touSXAMwgjm6j2QgtmRDP/guRN8+/zUoRmxqZLNqbEcf+/Lx3jyWImNbkDRMnhsMkfO0g/UMjR4+AdRzLtLbfpeRM8L+P9dXOF3fniNiwubd72uu9vKPk0MFlvbuRcta8ePePJYkbYb8oubG9S73qG3ZzV6/jBiMyBraqy1XbKmRqPn8datTf7yao0rqx1urnfvuL3tMqf1rodtqB9rbcLg2lWbLguNPrc2+vS8kL4X0fVCWk6ArgrW2g5OEOL4MecmC7cViVWbDpGUSUGcUPDDmCtrbVw/wtYVLD15nDt+TMdNRFlCKVnvuli6ymbf5/uXVrlW6xDFEgmMFwyWNvt8uNZGSokfRCw3HT5cbXNhpvipW4B+1kg96M8IgxX6j6+uY2oKU0WbtxcbbHR9BIJVYLpsYxsaPS9CCMET0wX6fsTVtS4Fy9hXNnEwQKLR91nXFASCcxMFFjd7WLqCF0lyRjKpyQ8FC5t9fuOp6Tse5/16oTfXu7SdkJ6fGJmZskXO0mm7wYFahgYe5DsLTaIoptp2MVQFQ5PD/tPxgnXb++6Wd90uNNLzEgGG6ZLN6bHckfK0d1dJL232ubrW5UQlqdLffawDYYnvX6oSRpJHx3I8OVPkuVMVLlfbvLvU5IWzY4fanrW70hySRcREwWJps8/1WhLKVRC8v9LCDSLKGZ0Xz+1vdB9m2uBuDO6da7UOGVNFVQWmptP2AqaLGTadAFUIGn2fU2NZzk0U0FWBG0Q7Oic2ex5fmi3x8xshqy03qflQBZWsTiVr0XSSUb2qAh0/5FjJJqMnVeyNno+hKggJXhhzda2DH4TMNZxkzv3W64QQ/Npj40wUbC4utfb8LqR8fKQG+jPA7rBtz4/4D++v0ui7BGEi7xfFMJY3yRg6GVOjYGm8t9ziV86M8TcP4OVK4GuPjPL4VIF3FluoiiCMYnKmjh/F5EyFvh+iKpAztT0VpR5katLAUPzFhzUyhsrJkSyaonC11mV2JMNI1jhQy9Dg4d/xAlpugIyh1neJpCSja6iK2DO02Oj5KEJwbaEx9E5mK1lWWy4vvzbPDz+s0XVDRvPJpLa2E5CzNM6O57i22uE7zxxcRORhsr1K+nqtsyMFsrsae1AxPLfeI4pisrrG9VqPthvw9UdH+dojo9S73j21Zx2E/Vqtfv38FC+/voiqQBDHXKt1ADg1luXthRYXl1rD6XhHaVG0XQe8YOlkdBU/jHF8iaUrjGR1hFA4MZLhqeNlel7IUtOBWO7onPj5zQZPTOXJGhoTeTHMVyuK4O9emOIHH9aodVymiiaNno8bRJwey7G46RDHkmLOJGOq2LpGo+vzQbXD41N53CBOIl9bk/neXmiRNXts9jzeWmjw7fNTR+p6fp5IDfRngO3eXcHWubLaSVbRToShqcQxCBlzudqhaGtMFEzOTeaJJQd+uH40QMLkqeNF5ut9/K22pq89MkrT8em4SbvL2Yn8nl/m7VOTbF1lPG/SdPx9vdYBA0Px1q1NZCyTkZheyKmRDO2Gz62NPl86Xj5Q3mxHsVknCc8KIZguWfSDiCiWzK33bnufAH4516Cc1RECrqx2ePXDpHju1GiOOAJTU7lS7RDJxCORUtLohcT0j9S88IE3+cqlKlNFm7ylc3O9y5sLm6x3PP7q2jp//5kZfnlrk/eWW9i6iqmrCEWQszS6bsR8vc+ZCeXQ8s67JSCRErYmqZ2fLgwXDT+7sUHb9Xl/pUPGUDleziAlfLDa5uxEjrYTHrke3u064G4YMZ63ubLWJmMkFeVF26CSMRjNm8O6jdGsjqVrOzonOk7AH761zPFylplK8rkN8tWBhH/6zbPD6NSxks3l1S6OH2JrCpoikkX6Vnqm3vXQFYVjpQxCCNwwoueEfFBtoyoKWUMlb2t0vWTaYK3tHZnr+XkiNdCfAbYX/pwcyfHG/CaOH6OrSZ9wzwuIESjEWJpC3jR4fX6TZ06UDryP7V5NKWNwZkLB1hVQBGN5c2th0Gaj5wPyttndg+O8ud6l1vIISQQORgtJu9d2r3V3GHx+vcvceg8/jJgoWGS8iLWOw9Kmw7nJHF03JpZy3xD9dgYe5KtX4MdX11FVwbGShaqoeGHEaM7Ypz9WIgT03JAb6116Xky96+OFMV7YJmNoyYM4CDEUBUvXccMwUfqy9CM5L3xw39xc7/If3l8la2pM5AxWWi7/7Z9fZ6JooisCIaDvxSCjJK8ZS9a7HpNF61CKiLZ76h9JQMYcK1o8OpYniD567amxLI5vsdb26PsR840eG12fgqVSso2kSvuItdht1wG/utZBUZJolqkK6j2Pr52u3Bae//3Xbt3WOTFWsLix3iWII26ud5neum+/OFOk0fNvC+NvT3uFUTJxTQKmplCwNDK6xkbXS0b+bjqsdzw0RZCzFCIky5suhgavzTX46qmRI3M9P0+kBvozwPacXSVr8Nhknp/d2CBjKeiqwmjepOuFaIpCJGGkYBCEkmEf7AHYa4DEd545DiS9mT+7scFozuD5R0YwNXXowQDDivJf3KhzrdZjNGcymjcIYsm1tS6PjmWHBTF7tdj8+Yc1To9lKdrJMBXHjxBAx40YyZlkzb1bUu50Li+em+BHV2rcXO+z3HSYKlpMF236QcRa2+X3X7u1I0cuETx7ssz3361S7wbkrWTkqKIIvCDCCyPylo4qkvGTUSzRhIJtKCDkkZwXPrhv3lzYRFWh44WsdSLcIKKSTeQdxzImAkHBEoRxcp39KPn7QTyqg9QcXFxq0uh6lLP6XSUgB4NWVlpOUjugqnTdEEtTqHc8RnIPT5XrftmpA54MSDl2l/qE7d/p+XofW1dBKJwey6EqAieIaDoh33xsBF0VwzGhu/c7uGaD79QgZdDoe2QMhXcX22S3BGj8KCaSYEUqfT/ADWIyUmWu3sVUFdyg8HFcrpRtpAb6M8DunN2p0RyXltvMjtgUbJ1f3tzAVBVsU6No6YxkDWYrWeJ7tBr7FdqUswZ/47Fx8pZOo+dxba3Letfj6lqbibxF1tJYbDh4YUwQxVtG0KOSTR7EXhgPQ6V7FWPpqqDe8RnJGVxd7WIaCqaq0HID/vyDdX7tC+P3NNFqsAg4VsokOsPdkLYXEEQxQRgzWbRu214la+D4ESiCR8aymLrKYqOHAHKWxmKjT9cNMTVBx43peCEjOYOCpdHsh1tDMz459jKUg/tmudHfGoWpoAjQFLYWQZKclWGt45HRVbwwZqqYPPAPklM/6MSxRs8niGKKhnFXCcipks1oVme2nGVuo5conVVs/Fiy0nJ5eus6H7Ue3sF3Z/vncCe2f6fbboChCVxf8vVHR5mr97F0gR9KdFXcNa2zu+6g5QRUMgYXl1pUcsloXyeIyVkaGU1hsx+AULbmJsR4Qcw7y5ts9jz+7peOpV70x0hqoD8D7PZup0oW/+jF0/zgwxqOH3FiJEvG0LANjaeOl6hkjWG/82H09g5CpYNQnK2rjOUM3l5s4gQxWUNN9m9qnBzNsNryEAK6XsTZiTxuEA1bdPbq031kLMv7K13cMKlabfYCgjgJt56dyOFtSQweNLQ5WAQ8PlXkncUmowUF2Za8t9KibBt8abZ82/YGD8wgjNF1gR8mfacgUBXBZMmiklFZbsYgFFQFyraWhL5z5nDK1cfB7s90qmBxcam1p6H81Scm+LdvLtL3IsoZjZKtJ6pQbkDW1Hj+0VEuLbe4VuuiKYJnTpTuWC29nYNOHEuK+5REF/sAEpASwbeemKDZD5jf6LLW8ljruBQsjVLGOLI9vPcyInX7d1oikVIMv7tF2+BytYXkYGmdwfYAam2PqaJN1kz6r1tOwFhe48xEHlMVNJ2QjtfC0FTCKMaLYoqaDgJ6wdHK7X8eSA30Z4S9vNsnjpV2DCw5M56jlNGHD7DTo9lD0aIdhOMGoTjbSOYjG5pC0dK5sd7l/LEiGU1Ds5OClVLGZLPvkzVUvnT8o37LvVpsHhkrUG153FjvYmkKI1kDTRXb+rc/6us9SGhzsAhQhODUaIYfX1snimLiGE6MZpnf6FPK6FSy5nB7gwfm1bU276+0qWQNzm1NTru10adkGeQzBv/J109jG+owH392Indgg3avbB9+0XR8irZOOWNQ73jMVDJDI/Dy64ucm8jvaSi/fX6K5x8Z4Zfzm+TMRIRC0wSeHzFbsillkgXLo+P5e34wH3QoyoWZEtdqXT5YadHqeVTbyYSr06O5oQTkdmO7l+LVYqPPatvZMRwH2NGm9ElXIu+1YGn2A/7lj64hSerinjxWHA7M2R2i1lXBzfUOP7/ZYKPn8eR0gal7aIPavf/ZkQwtJ5klcHI0wzuLLRRFJP3UMqblRRiqIIwllaxO1tDJW1qai/4YSQ30Z5jdSkm7BQjut6p6N4MHyK2NHlEcs95NCngsTWF+o4sThrhBzHjB5Mpah6ypM120mSpanBrN7WjJ2qvFRlUEz54oE0vww5iipTNeMFlqONxq9Dl/7KOxlQcJbW5fBGz2fc5O5EEK8nafvKWBFMzX+7dNI5sq2fyjb5zZIVaQ0VW+/ugoo1kDS1eHD7/RR8fouAFuEA37o3c/gB+EgTcWxZIPV9vDthpNEZSyJhNFaxgF6DgBP79Z52bdIm9pnBxJFmoDQ3lhtoypq1xe7dDo+5QyBk9+oYCqKg80DW6/fubdn89UyeaFR0e5ttpGCoWxvIEqBFImbUi7r9d+98hvPX9qx/3+sAQ97pfdC5ZGz+edhQYLmy5fOl4CIXl9fpN6z+c7X54ZHudgcfjHby/x795dpZLTuXCsSAz87o/n+O4LHGhBvXv/J0dyvL2wyXrXY3YkQxCGLG8mNQAdN2Qsp1LJGnhhzEYn4MSJ7JHK7X8eSA3054S9POwfXakdmhZtzwv4cLVNEMUYuspIzkDGUO/6qALWOy6KAmEU0ezHtJ0mf+OxsdsemPupGf3oSo3/6AuTvLvUwjYULE2lktf5YNllLGcRS3ngud878ntOgKGqNHoeOUPh3aUWeVOlmNHpuLnbtjcwJn/w5iJX1jrYuoqlCV6rdciZGgVb5+RIbvhg++HlNYoZg6Kl7/sAvh8G3tDbC5vUOh45U8PUVBY3+yAEl5bbvHB2jEbPp+UE+FHMmfE8bhjxzmKTM+M5pkrW8HrU2h7f/kJ2R9/xgxqz/fqZ9/p8qm2Xbzw2cdsYT9tQ7xj+rXc9BEku9kdXakNP+WELetwPuxcs8xtdGv0kH5zZqtgWQtDoercd51TJZtMJODORwwsjFpsOGV3F1FS+f6l6IAO9l9ToRMHkrYVN/tVrbfJmogx3q9Gn4yaLnr4fYmoq5ZxBxrg93ZDycEkN9OeY+9Gi3c6gd/VnNzaodxxKtsbipocXhYxndXQjub1OjmRo9n16QcxEweZ4xWY8b6Mqe1eR77WYGBRpPXW8xPxGl7YbkDU0/vYXJ5kqWffk6W1/wMcSul6IRFLKmmQtg7n1LksNBze43UhVmw4/vl6n78c8eaxI1wn52c1NFAFnJvJ4Ycw7i02eOl7iymqbKJaUbGO4ANrvAXyvDLyh+Y0+WVPF0JK+a11R0FWRaGYzxvxGl9G8wUbXxw1iLF3FDSKurLX59vnJ267Hw5iffpDtbvfuGj2P95Za3Gr0ccOQzZ5/mxc9uEcuLmzy8usLRLFkNGfgBTG19hrVZh8ErLVden5M1tAYz5sU7E/ukbd7wbLe8XCDiFOj2eFrLE2l5fh7fv/m6n2aPQ83TNoKFSGwNIWeH9322oPsf2mzz7W1HpMFi8mixWLDYbXtY2gK0yWLjZ6PqSfPg6KlcX29S9MJeP6RkT3bKFMOn9RAf465Vy3a7QxCiHP1LrYuWG37QAzEeIHkg2qXc5M5KhmDStZkvtHjC1NFHp8qDNWm7kVFaXuryGDa0oN4edvze7/zw6vkLA1LU0HGHK9keXQ8Szlr3rElyNY1qi2Xkm0QRiHVpkN+ooClCy5XW2z0fEoZfTgjGe78AL4XBt6QEIBMFjpBJBnLG7hh8jnEUrLe8bB1jV85U6DZD4dqTgVb29PgHTYH3e52QZafXq9Ta/voGuQMbd+oQ7XpbE0WE4xkTdww4lqtS0YT/OTGBpYu6HkxYqvNbWQr9P9JGZe9FixIia5+1CLlhlGi0b3H988NQta7fjJeN4yTrogg4tQBuyV373+t7fLMyTI364mWe85MPOt612Uka6KrCo+M5ZBILi23KWUMvv7oKKamfOLpgs8LqYH+HPNBtcV00eLDtQ4bW4Mnjldsqi13Ty1a2CmT1+oHbPZ9EMkQlI4X4YQxmgKRhGu1DjlLT1b4MpHU2K42dS/5rIfp5c1WMrSdj4zXuckcpYyx57FtbwmCRJhAiJimE6KrgqVmn4yRDIj52ukKV9e6uEFMtFWI13IDDE3hC9vkHu+HwYJlIm8O1ZBimWget72AylaOOQljWsxWPvLSBqHjo8TgfObqXTpOiKEJJDBbyaGq7Bl1uLjUJIolI1kTIQS2rtH1XP7qZhNLV+i6IV03RNUEWUOj6fhUcgavXqnx0nMnPpHz3F0X8r03Fplv9JEySYE0+yGnxrJ7Co+YmkIQxThBjKmCgiACmk5w4EXH9v3//mu3GM2ZrHddbq73hvrYpqbQ80MyukosJbqqcGo0x1dP71y4p8ViD5/UQH9OubiwyR++tYyuKhwrWYSRpO/HHC+rTO/j9WwvTFredLB1DT+K6W0ND+l5EaoqkFIk/ZNxnHiXcdI20w8isoa2ZwHWQXhYXt7psRyOH92W/9zr2Ha0BOkaIFncdIcCJdNlm81ewPnppBis3vH5YLXNWsvFCSLcMKZk69ysdR/IkxssWHRV0Oj5RLGkkjXImCozZXvYpzz4zDpbbVOHpc992AzO55//RZtuEDCSMZgoZMhZGlLKPaMOjZ7PSNbADeLhgqPVD3D8iJMjWW76XSxdwQ1j2v2QjKXiBRG/uLnBS8+d4OLCJt+/VGWt7TJRsPj181P31L2wm3ttWZwqJZ/T9iLCZ0+W9y0iHC9YbHQ8Nno+fpwU0J3KZzAM9b6M5SBqcXIkx3vLbTZ6Ho4f4YYRRUvHzurEW+IaXzlV2fF9SIvFPh5SA/05JAkNLmDpKqamIISCJOJ02UJXk2lFe7Fdladg6yhCMJKxaDtdvCBG1wS6mjwETV0hisGPJOcm8jhhxHIzafVqu9GR6lXdq5hpqdFnNG/eNlFs0BI0t95DZhJ5viCMKFoa43kLZDIaE+TwAfzP/uwDah2POIaclXjXSy3ngedzT5VsXnruBC+eG9/XMDysyMPDYKpk88LZMUxNQRHK0OjuF/atZA3cIOJ6rUfPC2j1Ay6vdggjiaYm96IqIJYQxlC2dcIIVpoOP3y/yh++XaWU1Zgu2rTc4J4qondzv1XjyWd48kD7OD9d4IOVDmcmChha0i/e9QIeGc3eV8pke9rownSeP3lvDUnMqUqGSs7CDyV//5njVNtuMqRnG2mx2MdDaqA/hwxCg6fGcszXe5iaxFAV1rsu2UDfV9d3uyrPsXImea8uGMtbtB2fMIKZsokbxBiaQrQ1GjJn6WRlMpVISu5pwMLDZLvHo6vgBhFOkEzQQhFYujo02Nsftt/58sxQ2CFE8syJMjnLIEZiagrPnkxawmAwIEJwvJIhtzVSMYgkzX7AazcbhyKgcbfIwsOKPDwMLsyUuLbaOVDYd1B9PpbXeXO+iR8nusjjIzarTQ9LF1SbITESTVHImjpBHHNqNMu/eWOJsYJJOZPUQwx+HrQiejevXqkxV+8SxnLYynbYPcMvnpvg5zc22OwHhHGMqggm8ianx/JUssZ9efCDxdti0+VYySKSMVJRyFkqp0fzVNvuPVXjpxwuqYH+HJIYWgM/kpwezVHrOPT8ED+U/OoT+xvN7ao8XhhzejTH0maPvK3x6HiOzX5IwdbRlGiYL1NVgeNHSGKKts6p0dyRKC7Zy+MZFJ1dXGruUBLaq0WnnDU4f6yIQBJEEokkb+qcHM2gq8qOHO9G30dXBYaWFIsZmkAPBRv9BysU+yxyL2HfgYH5vZ/NMVWyGMublGyD+Y0+jh9S77rEgBBJeNjQBCOmyZdPVHj5l7d4dHxnpKho6ay0nAMd53ZjKIAfXl5jdiRDwdKHrWxfnCniBAersD4IUyWb3/5rp3dUrY/nbbpuwPx6yJ++W2U0Z3BuMn9gRa/B377/XpXHJgvYhkq94zFfd+h6IdfXNS7MlD41UZjPGqmB/hxSySbtKNdqXWwjKQBpOj5RzB1HUu6tymNxZiJHz49o93xCKWk6PtWmy3je+v+z96/Bcd3pmSf4+5/7yZN3JO4gSJAiqQtV1NXqUrll2dXlLpdnx+7ZCveoN3bHMbNRXzzTsxG70TvT+3Ujpmcitjcc3R27UdvT69mItqZ7qu3pS8nqLpdLll0lq6SSRIm6gBcQxIUJJBJ5zzz3c/bDQaYAECBBEiBBCk9EhUoQkOfkufzf//u+z/s8PDOdZ7XlUO14vHxqaF9EOvYDt5qTvZUC1nbv7VovYH6tQ0qX6bgBbhBzatji7/7a6cHfDqV0VtsO3kap1g8j/DBmNGPcvy/8EOFOyr7jeZPjQxbPHy8iJb0F8imVubUuMTHHhyy8IEJX5UFmq8qC0YxB0/EHmTNA0/EZzd7+nmzf3L1ztUrHDei5ISlN3eAmBMyutHhpn7PM89MFRrLGps1BTMcTrLZdhjMaAomPl1o8cyy35wz+wlKDIUtDSMnIYbnlIAlBs+eTN7VBoN9v3+8j3B5HAforiKQ0uMrpkSR7rrQdZEnw2ovTey6J9V15cqaaCJ2oErJI+ntxDGM5g7SuEMfw0smhBy6zuB23CsK3UsDaHNgvX++Q1RVkReJGwyFnKqRUiXrX5+1LawM1tpdOFnj78jp+ENL1fFRJIp/SeOnkwRpo7CQFeisHpYcVNwtwJCNCz0znt/RZN5dn//YLU/zRh2UgyZybjk+jG/A7zx+77fG2b+6CKGa6kGK5YWPpyVhdHMF619u1XXQv2NyyePNiGUNVqLQcsoaK2NikzFd7PDOd3xORq9b1ODuW5eOlJqutxCUMEdO0Q54Yz6HK4oix/YBwFKC/gtgcaHVV4vyxwp4X7e39zM3ZRNGSuFLpIksSp0csVlsun5Vb5FPqLT7xwWC3ICyIqXe9gX3m2bEMuiIPem4/ma0MAnvbTUwlJBKP7JPDaeKNCkKt5w0WtVfPjlJtJz/zw0T1qpjStkic3i126ztuZtwv1HpIErTsAEOVqbTcQ9Fm2C/cqkd6K5JcKWPwxsUyN5o2o1mD33l+bxr0c2sdWnZA1wvI6CoQkzYVhmMNXZFoOT6KJPj6yeKBX+P+RjNjKIPJAkNNzmGvRK7NIkA//LiHGwR0vZCUqjC/3mG6aO1rqf4Ie8dRgP6KYr+IQ1syyoUaBUulYwf89Mo6Z0azDGc0Lq228cP4UAWF3ZjbSIKpvMk3Hisxu9LiZ1fX+frJ4uDcNwf2jK5yda2LF4SkNkQe/DAmp6v4YTxg1vb7qvfqGrYd28vt786t88OPy7x8KimrfikF6hDGMQqJytiz04VHKiO6HVN9t2f9/HThjglh5YbNQq2H44c4fsTnN1o0bA+IOVaw+KWZFLoi0XaCfdmA3eo8Liw1+PlcjabjD2aXJ/MpUqqMIt3ehrKPzVWGY8UUX6y0SOvKhqxoxFtfVChltJsmGo5w8DgK0I849sNO8lbYXCpuOwFZQ2XZsQnjhKkdx8lu/rC54Oy0qJcy+sDwIsOXhheb9aA3B/bpIZMPFmr4UUxKk/CCCDcIGcoZSZa8KXs5CCZ1f3PkhxEfL7USm8+NDVG14/H0ZJYvVtpkDZWUKuMFEZ+vtHlyIvvIZUT3i6l+YanBWNbgLy9XURSJnheAEHh+REqV+OmVKi+fGjrQzejm6kgUx3QcH0eWGLJU5te7ZHSFX3t8eM8uapvfhfZG9n+8mIIYvlhucb3eY3ooxXQxxeXVNm98UubrJ4s8OZ6j3HJ2baEc9NrzVcBRgH6EcavZTGAwKiREMmN5N7aIWzLKjTJbywnIbWSUThAO+n+HTdhg+6L+//rJFZYbDRbqDiKG40MWT05ktgSzzYuZ7Yf8ypkSHy40qXRcNFkia8rMr3exdIUzo5kDlZXsb44+WmgMDE/6G6JSWuMnG37gLccnpSmkVJmsrjK70t538tJXBYlrWMRjIxlmK21iBFldQTJVjpcynB5N72jwsZ/YrEcwnNUpWBpLNZu2E/LEWIYzo+k7Ht/rvwu1rock4NPlFp+vtHC9iOmhFF4Q8R8+rXBq1KJk6Xy40OQvL9c4PZq0svotFDcIeePjGzhBSL3rM1OyeO54cc+s8iNsxVGAfoTRt5O8vNqh7SYylqWMxluzq1S7PtfWuuRTib3i+9cbVNveQIFqr9iSURYtfn6tRhRFZFIKth9gexFnR7OHXtig3LD5rNxipWmTMzUg5nKlzVrH5ZXTW4PZTn34t2YrvHttneW6zWgmWTQ/WKhzYanBay9O35NC1W7ob47ark/W2LohyhoK//4zm9GMRq3rU+96CCF4ajxDtXMw5KWvAoqWxocLjY2KRIgsQRjFZE2Ftuvfl43oZj2Cnhdwba1L2w1QJYmvnxoiZo/i3Dug34/OGCpfmyxwda2DIoHtR2SNhL9gKB5X1hKTjQ8XfR4bSWOqCmsth3eurhPFiaZAMaWzWLfxgiovPzZ86KpoDwOk2//KER5WzK11uLzawQ0iBDC70uZPPinzxx8us1DtoMpQbjrMVbs0uj4LtS4Xlhp3dIx+RmlqiW7viycK/MqZEo4fEUUxX5tKWKBtJzjUQeHCUgNTlVBkCSEEmiKjKRL1ngu3WfD6il7fPjfOd56eIJvS0VSZkYyBLAlef2+RcmNv87V3gvNTedpOgCIls+b9DVEhpfHuXA0ZWG27KLJESk/MQBYbNk+NZ44WybvE+ak8bhDyabmJLCCOSaRE7QDBwShslRs2b14s84fvXufNi+XBcXquzwfXG3hBhKnIQMyfXFyheQ/z9f1naq3joisCWYLuhre7ELBU79HzIjRZQlME89Uufpio8qy0HZZqDh0nYL3roUiQ1lXabsD8egdLV+7ZJOarhqMM+hFG0/YTD+YoYn69h64kZdCVloNb6aDJEvmUTkpL+pPz6z3m1jp3fJyd+n+b+0/7pRrW/8y5tQ5NO5nR7CtM3etn17oemiJzZiTNWtuj5weYqkwxpRLfwWdU2jamJm3Mwvb9te/dXnIn9DdHb83Cj7+oEIYxhipztdKm4wZM5HVq3QBJEkzmDSQhsd71yB1CVv3DgvG8yRNjaSotBxSZrhuQTykIJGxv/xW2dmpTVdsuSIJyM/FYjxEEcUxxw9Fr+R42g/1narnR2zBhieh5AVEM1XaAKkvEwEhaJwhFwjmp9xCFFAvrNogITRFokmC5aTOZN4nihJ9y2KtohxFHAfoRRt7UaNkBS81eMttIDAgKKY1Wz8MPYkaySRFFiETasmn7+3Ls/Sbt9BeqIIpYrNnbxobuvbeVmGAIJCFxckNhyvYDog0Tir1+xocL9USTewOOHzFk7c1f+24wnjd5cjzHO3M1qh2XlZZD1lCwNJkwjpkqmqx3fFZbLuNZk6cmMvdUAj0C5FI6v/3sJAvrNistZ8P5SUJV5H3vse4kqDNVTOH4AUGcqIl5ARhqEixnMinaTnBPxxzPm3zn3Djff/sax4opjgOzq22uVz2OD5lIcUzbD6h3A06UDFq2z7Wwg6qAIqm4QcxUPkW157PadBnN6XfEKj/ClzgK0I8wZoYtDFXmRiPZ2VqawlDaRJMFHy0mjE03CCAWdL2AkbRG3jycO9wBMWa1Q0pTMDUZ2w9Y6zicHsncc4Z6JxrQt/qMt2YrNGyPvJm4LC3Vu7Rsnw8Walxf796zY9J29D2RM4bCsUKKjxbryJJEzlC4Uu1iaTCZT1SzRnIGJ4etr0wWc1As4n6f9rnjX97H7Wz//cJugjq2H/LssQIdN9iihlbvuXtSQ7sdyi2H50/kqbY92q7P42NZuo7PastJVPByBmMZk2o38Ua3/YiZodSGTjiYukyJmOWWiyQEZ0Yzh0ZF8GHCUYB+xNAnLH2y3KTnBoRxzGg2UfUSUuJffG4yj+OHLNV7eEGMEDGnR9LMlNKM5w+n/OSAGLOJEGUoMi3H3yLDebcL8p1a/+32Ga+9OM3r7y1uuFdFLKz3SBsKj49l6LjBPTkm7YTtnsg5M/HfDsKY44UUXS9kvedSMHQeG7FQJOlQcwH2C3frLrUX3E/ziFup2j01nuX7b18D7lwN7XaodT2mCimmixa1rstHi01ylk7PjxjNGkRRjGXIaGqKF08UKGxsWvww4uJyi+vrXSIB3zhV5L/8tTNHgfkuIeJ4rx22g8cLL7wQv//++w/6NB5alBs2P/hgaQs7u9yy8YIISQimCiZnx7LoisRSw4YoZqqY2rLIHNYxiDcvlrG9cEB662fQuiJxeiSD44f4YXyTpOOD+D79jcI/f/c6ApgppQcL7FK9S88NefXxkXvK6vpexn81tw7AdMHieMlitWVz8UaLnhvy+GiGJyYyrLQcpoupR1LmczM2b9A+u9Gk0fNouyFxDCeGUoMN6H5oSt+vGd/NG42dnuv99rTuo/++ZQyVD67XcYOIL1ZaqLIgpck0bJ+MofKrZ0eI4phfPTtyy/M8wq0hhPhFHMcvbP/5UQb9COHCUoNax0WV4dpal7W2hxeFDKVUXjkzzMxwZkDa+u5zU4O/eRgcavpZSymjcXm1gxMERBFM5ZOemyqzq/nF/f5O/f77mxfLTORMJCnp87cdn/WOR9cL7imr+/GnZf7Jn8+hSAIRC4I45MJiHTvwcf2YlCpDHKPIsNJyDmzM6zBhq6qa4MOFBh034FjexNBlLlcSYqHjZ/flePdLGOV2Kml3o4a2F2yuEpRbPZq9pLw9ltUZySTVttaGglm/tH/keLX/uOcALYQ4Bvz/gFESFtL34zj+fSFEEfgXwAlgHvidOI7r93q8I+yOWtej0fNYbto0ez6GomBIMistj18sNPjtZ2+ecX5YXqAvGcur2F7Aes8jpSpcqbSY3DAqeHoyR4YvS4EPWhxlNJv0fhVJotJ2WFjv4UcRY1kDSYi72kSUGzb/7GfzGKpE3tRoOz7lRkA2lfTnR3MGKU3h6ycLRLHEWsfljYvlgXHHo4rtkrPSBumx4fhoQcJEbnRdMsbDl5M8CD/vze/bUi1hhZfSGstNh0rH5cxIhuGMvqW0/zD5jj8s2I+nNQD+z3EcfyCEyAC/EEL8CPhd4MdxHP8DIcR/A/w3wP91H453hF1QtDQaPZ+OHWCqKoos6LkBfhixUOvxBz+7xu++PHPLl+igSmb3gs3jVQu1HuePFfDDkD+brVBpOwgBfhDz3nydl2aKFK2ENPOgxzq+c26c3//Ty7Rdn5yh4oYhQQCmKlPruhQt/Y43EReWGjRtH1WWaDlddFmmmFbx/Jgw8nnuWJGipTK/bmOqMJzWuF7r8t/9yecIIG0od60ad5ixXXJWkWGt49HxAnK6QozADSI+XmxwYaH+wJ/phwHjeZNGzyOMIq6t21iazEhapeMn1/G1l44dlbAPGPcsVBLHcTmO4w82/n8b+ByYBH4L+J82fu1/An77Xo91hFvj/FSeIIqpdlzW2j3KzR6rbQdVTkaral2fH322uqtoxoWFOt9/+1oyQ5szB6SmCwsPrvDRL13aXkjLDpAlwYXFOn/6eQVdkRmydMpNl0bPZ26twx9/uMQvrq+zWOs9cHGU89MFfmmmgCIJrtd7OF7EcCZhys9Xe8CdbyKurXUJNmZTdVkmjKDjhsTEPDme4+xYhkYvGEh/rvc81toeNxo2bcdHl2Xev97gB+8fjHjKg0KfTAWJrEzPC4miGFVIdL2IrhuSN2RyKe3AhGMeNVxYqPPDi6vYXsxYRkNCsNBwKJoaTx/LMTN8JHhz0NjXeo8Q4gTwLPAuMBrHcXnjP62QlMCPcMAopFSyporth9heiCpLDGd00prK8IYt3W4l1TculslbymBso//PNy6WH0jGUW7Y/MHPrlHr+gyndSptm/FcipWmQ9P2BxlTveuBAFORkGWZasdnuW7zxHiWn8xWHqhQfwScKKV5ckIhCCMuVdpcr3XxwpC2k75j9m/D9jg+ZHF1rYvrh2iKhBdG2B783V+bYrnpstZxGU5r2H7AjYaDJgsMVSGIIKUrCCG22GE+CtjcM43jONm8xGBqEoqQ8KMYSZY5WUrT88NH6rsfFN64WKZgqqx1XCxNxTISxbquFzAhG/zzDWWz21Xajkwz7h77JvUphEgD/wr4P8Vx3Nr83+KEKr4jXVwI8T0hxPtCiPfX1tb263S+kriw1OCZ6QLnJnJMFy2GMzpZQ2Gx7rDWsTfmnsNdRTNWWw45Y6vKVM5QWW059+P0t6DPSP9kuUmlZfPRUp2Pl1u8M1dlpekQxzF+mPzPDUIsTQFJ8PREjhdPFFAVmUrbpZTWB0L9DyJr6qu5mZpMxlQ5O5pFlRNFL1O7c2GLnKlStHSeGMuiKoKG7aMKwTdOFfjmU+N868lRipa6IdUoMZLWUWQJEJha8robqjSww9wuI/mwZpabJWfbbsDXjuV5bNgijJKFZyitUdq4FgcpHPMoYbXlcKJkIRC4fkgcx8hSzFrH44uVNgJuW2nbXAF70O/iw4h9yaCFECpJcP7ncRz/0caPV4UQ43Ecl4UQ40Blp7+N4/j7wPchGbPaj/P5qqI/u5jWFS4uN3nnqkvTDrB0iWeOFVBlmffm67xwPL/j3/dJTZuFD5qOvy/CB3eKt2YrXFvrYqoyrh+y3vHxg4i27SMkgR+ErHccdEVBVQReGCILwYlSivlqj5yh4kfRXZOx9gt9NTfbDzAUGVlmY740dcfjPuWGTdP2adk+QRQzU7IYy6YoZTQmNnkf/+7LMwNGcxzHVNoObhBwppABEnUzVRYI4gObFX4Q2ExSutGwkQSsd300WSZnyBujeSGTha+OWMu9YDRr0HEDnprI8lm5RdfzEQgECQFzppRGkqRbVtp2UkLr//xhfMbuN+45gxZCCOB/BD6P4/gfbvpP/wb4zzb+/38G/Ot7PdYRbo1+H65o6bxyZoSvnxpieijFyeFM8mKImGTsfWepx++cG6fRDaj3EpGNes+l0Q34zj7Mjd4KO2Vxnyw3yacUiimN+XWbluPhb1jYeX5EEAFxzFhWo97zWVzvMZLRafR8Pr3R5IuVJpW2O8iUHpRQ/8ywxZnRDLoiDcZSzoxmmBm27uhz+pnIWNYkayauZLqiUMpoN4mPbM4ms4ZGwdLIGSqyBD03oGF7FFMaIAaLpyQEfhhxrdrhH/3Z5Yc7m84a/GK+QRjHfG0qixsGXK/ZZAzlKyXWcq/orwe6KvH8dD4xfxESeTMR3tksnrJbpa3W9bD0rXngkWnG3rEfGfQ3gP898IkQ4qONn/194B8A/1II8V8A14Hf2YdjHeEW2K5wZPsRkzmDXEqj5fhkDIVfmikS7SJOc366wPdeSXbCN5o2o1mD33n+2IH2n3dTfOq5AUEksdp2MRQJN4io9xJltGNDKUwtYUK3vZBnpvK4QUQUw7//dAVZAlmSyKdUPlps8MyxPKosHkjWdH4qT6W1yumRDG4QMbvS4sPFOoZavCOv6M2ZiKUrzK93WGu7rLacATN/p17ft8+Nb1GXEwJeOJ7n1bOj/GS2Mlg8+2pRhiIhCR5q/95yy+GFEwXWOg6SEHzjVAnHD1EViYm8edQD3SM2rwerLYcnxrN859w4b1ws03G36n3vVmm7lRLaEW6Pew7QcRz/Jbv78X3zXj//CHvHzWIBKmPZLMeKqcHv9DWDd8NBCR/sht1KYJYu89mNFm6Q9JjbTkQsIG+qCCFQZYkohmJK5defGqfW9fjxF6vIUjL/WkyppDWVmIjPy01mSukHItT/5TxphZ9dXaeU1nj51BC6It9RANw8RlS0NIpWstGqdtxBcL5Vufq1l47z2rbP3Lx4zld7mKoMIiarqQ91KbLW9ZgsmFue+/612g8Vsa8SdlsP9ioxej9lUR9FPHxT+0e4JTb34fqLdntDr/owvhy7mQFkjURTWpYEhiaz1nGRgKyp0vMC0rpCRlcpN5OyWtHSGMnonCpZtN2ApydzzFd7tJxkBOlBZoLjeZOCpfHsdGI+8OmNFhk9KVPvNQDeLhO5m17f5sWz5fhoisDxYs6OZql1Pa5V24Pr+zBlnUdZ28HiTiptRwpj94ajAP0I42F4OXZbTCPgmWN51rseYRzTcQPiOKbthoxmDE6WLBbWezhhOPi7jKHQtH1yhkbR0ila+oG5DN0p5tY6LNZsUlqy+XD8KJEs9cPb/zG3z0R22+jcSgRls1rUQq1L1w1JGwq1jkOt5yOI0VWZd+fWuVzp8N3nph74ddwLjrK2g8edVNqOFMbuHkcB+hHHYX85dltM86bGTCnNx0tNTE3C8QLm13u4fkjOlHH8EF2VSJvKoEIwnDa4XrU5NZwmiuMHvjD/+NMy/+L9JVbbDo2ux/SQycnhLHPVHrYXEcURktjb4MLtNltFS2Op3hvYA/Yz9Ik93Hs/hOePF3h7toofRizX7aRnK0s8dzyPJAmurXV5a7bCay8dv6drcj/wMGxMDwJH88aPHo4C9BEeKHZbTC8sNbC9kGeO5bm43MDxYzRZImvKeEHM/HqXpydy/EfnJyi3nI1erMH3XpkZ/PuDXJh//GmZf/inV8ilFCayBvWux4WlNitNh+NDGRQJul5Mpe3tmSx2q83WeNbg336UCM0kfUGP6+s9nn/l1llOvzS+0rJ5bCxNuxdwdbWDoUpM5g1sL2Q8pxCnYj5Zbt7Uxz6sOIiN6WEOgAdpr3mEB4ejAH2EB47dFtMv7etknprM0nVCMqYMCBRJcHIknZTatv3d9n9/EPgX7y+RS32pyjacMXC8LvVewGQxIqXKlDIGpirdtg+9U2AAtvys3nUHzOW2E5AzVR4bzlBuObe8HgOfbSegZOkMpw3max2iCLKmRs/fYOvGArEbFfQRR8KCX+WduRpDlsbZsewtWe73M5D3GfpvXCwThDGPDad5eioHsDEy1+KVM8OHajNxhL3jKEAf4VBic2Z9da2DiCUsQyaja5wopcintC391cOW3ay2HSY2jZ3kTY0l0YUYpjfct66udTg7mmFurbPr5/Qzo3rP5dMbLaodFyEEj4+keWFmaJAtvTNX4+VTQzw3XRz8bZ+5fCt8yQFQcIIQU1WSa9v26LoBKU3C9kKajr+rwM2jjP71v1btULJ0un7ADz8pM5LWyZoKb82KLWX//u8HUUSl5fLhQoO3Ztd47cX9H1fc7P8ehhGWqnCl0mW1ZWNqCkOW/tCPzH3VcRSgj3Bo0V9M3pqtIEuCvKnh+BEfLTZ5bMQa9FcPY3lvNGPQdAMKqWSkzdBk0oZKzw34fKVFzlB5cixLECdOY5vL3Js3G9fXu4RBxEdLLSxDZixjcKXa4S+v1jgxnCZjJCNRQ5bG7Eqb0mNfbgr2wlzucwCG0waXVts4fiLJqEkC2w8ppjWiOOJEMcWrZ796cvr9FkAQxUjElBsOkoCeF5BLKfzs6jqvnh0Z3LsLSw2CKOJKJVHBG8noNGyP199buCfLz34Wf/FGi46TbKg6TrJxGsnq5FMafhiTNhRWmjbDGUEpAyKCy6sd1jouy43ebd3sjnC4cBSgj3CocWGpwdnRLJcrHZwgxFBlnCDg0mqH39iYaT2McoJ/+4Up/uGfXgEgpys03QBFkjg1bHF8OJ1sNoIQ3xOcHc0MzrXcsPnB+4vUeh5+GHN1rcNqy2Y4Y5DWN5juEThBwB9/uMyrZ0Y4UUpxdizLT69U73ikbnOlwvFDGrbHZN6kkFIBQQyHoiJxv9G3Xf2ruXVGs0YyIdAN0BUZVRb0/ACBRCm9dVSu1vWotNyBmxgk1ZNK27mr57Ffwv7Tz1fpugGltEa147HciPHDCFUShFHMaEZnte2iycnGyg4Cqm0XgUCTI4bTGmsd94FvXI9wZzgK0Ec41OiLTvTVs1qOT9ZQyBralkXxTkeMDhrffCrZPPyL95e40XIYzRj8F3/zBJcqXVqON1B2OzuaJZ9SB+f61uwq87UeeVMjZ0oIAatNl1YvoNJ2IY5o9EJ0VeCHIW7wZUXh5VNDmJp8xwS53TgAm324P1yoJ8z6YeuRD9YXFur8/p9eJogj/A1CoohAViQmciZeEKGIJBB+bSq7RbayaGl8uNBgJPPl8+gEIaX03g06+tf92lqX67UeYZgYVeiKwhcrbVRJEIvE6z2lyViGStcNOVlKs1TvIiTQZYmcqeH6ITeaPZq2T8ZQCaLooRSf+ariKEAf4VDjS33xRD0LblZDO6zCFN98anwQqPvw4zK2Z2w517bjD8714o2k/G1qMh3HJwxjEND2ku/ccUOEiPFCkIXAUCWcIOCjxQZfP1ncsQd/N/35zb3UxZqNJEHLDjBUmUrr0c7C/uX7C7Rdn3xKZzQruNG08aIYyffxQg3bj3hiLMu5ycSZzPED3rxYptb1EDCoRPSrJLYXMTWSvu3zuJ2MFoQRsgSfl7v0XB9ETLXtY+kyozkTLwip2z5eEBMDbhCiqTIvThdouSG/uF4jimOyKRVNkiiY2h3N3h/hweMoQB/hUGMvohMPkzDF7c41joGN2ehKyyVrapQsjZW2S0CMEDGaIqFIUuKU5fhIJCYYhqoMPrNfyqy0HF5/b4EwiimlNVw/2lOA7bcNLq92SGnKhhNUwLVqB1kS/OOftDg3kQNiYsQjVQa/XOmQM1Q0RUJTJCbzgrW2S63rMpE3OTuaZbJg0nUDlmo9kBK/7T7/YSJnJEE9iCilNaZG0siS2GLQsbmnHMcwXTDxw5jFuk3XCVjvuKy2XM6OpLH9ANuPkAXIkqDjBeT8EF2WidUYSYCmyNR7HkEU07YVJvIpojjCDWLaduJIVcro1HsuTdt/cBf3CHeEowB9hEONvYhOPEzCFLc716cnc7w3X0eIpM+pyAJZlnhqPEMsJMoNG0kIvn5yCEOT+ZUzI/z0yhrHiqmbevBvza5yYamFLAmGLB0nCLlc6XB6JH3bMudg/Mr1yW58nh9GfLHS5txklp4XbpwnvHii8EgxhXVVxosi+kVqU1MoWBF5S+W//uaZLfeulNExVHnLtR/LmXS9gBho2gFZIyCf0vjJbIWipTGeNXj70hrztcQWFRHz1uU1DFWm3vUYTuvkTI1Gz+eDpQYjaY16x8MOIkQc4ceCpXqPlCozljNQFYlvPTHK/LrNYq2LKicWq5oik9YlUrpCxwnImgFRlPTE4fBNPtwpHvbz3wuOAvQRDj32Ijpx2BXTNuNW5/rq2RGqXY9axyWKY1w/ppTWmRmyGM4arLVtbjQc/Cii1fL54w+W+GKlxWMjFh9cr3OilKJo6bhByJ9cXKHjhoymdVRJIm2oQMDcWpvLlfZgYRvPGpRbzpaFbtA20BNZUlOTWa4nlo09N2Su2sXSZExF4dPlFr9ydgR4OM01tuMbJ4f4k4urCCGwVJmuH9LsBfzGudGb7t0fvnt9i51iretxabVNECX670v1Hr+Yb/DCiQKmlsimfrLURJVhyDIoewG2F1HvehDHaIqCEBJCCEayOjcaNittl2Jao9H1aNiJ+pwhy+iqTM8PeXrYotELMFUZP4xY7yZSuVEEyDGmKlPrecwMW0zlU4znjQc++dAn4a22HEazBt85N35HY2gP+vzvF44C9BGOcJ+wvaz59GRuy4gOQKXlsNq0uVRpQ5yYgzx3PE+l5VHvuUhC4sxomg8XmxRMla7nUUprNO2kLNqwfU4MmcyudvDDmOG0Ts+PmKt2OVmyiIi5eKPFM8fylNI6S/Ue//ajMi+cKAzKtj/6bJXzUzkuLDUpZTb6lkFA0/YZyxlcqXSQReJk5IcxX6y2eHoqd9Ns+sOK33p2inrP51KlQ7XrYukqf+1kkd96dmrwO/3s7dMbTTRZ4onxHEVLY369gyTBcEqn0fN4d67GStPmWrWNqsiU0kn2utJ2qbR9xnMGWVNFV2SWGzbH8jJukPSIZSFhbATdQkpDlgSWrqEqSVZfsjSatk9KU1lpOdS6DtfWuqiKxFhWJ2soLNbtZPLBD/mruRqmKvGfv3zigU4+XFio8/23r5G3FCZyJk3H5/tvX+N7r7DnIN0fZ7u82tkibfsobBA34yhAH+EI9wH98anNZc335utUu97AhGLzwvXCdJGm47PScDAUmWNFk6btkzc1GrbH/+ZrE6x1HNwgIgxhdrVFtesylNb4Nx/dQFEk8qaKqghsP0YgmF/vsNp0cIKYIIxp9DyqbY+8pbDWcbaUycstZ8v4VdP2sTSZC4sNBInfdjKbrpPTNearPU6PSluIUA9rCXI8b/K735jZ9dw3Z2/HCinemq3w0WKDmSGT+XUHWYJjBZMrlRZX13p0XR8niChaGhlToesF9NyIfCrJgHMpjVxKY7Xl4IYxJ4ZSLNcdWq7PUFrDUCWemsxxZbVDEIbUegEiFkzkU6Q0jxtNm+V6LyGpCYEkBMsNh1Jaw9IkPiu3mcqbDKc1TE3mjz4sc3zI5JltwfB+TT68cTGRpO2r7PX/+cbF8p4D9L2azzwsOArQRzjCfcCFpQa1nocqSay0bHp+iCwEi+tfZi27LVwN2+e//c6Tg8/6w3evU0rrzFU7iS1nGKIrgrlKh+tVgRfG/MrZYfww5spqh7G8TsvxuVrpocjw3HQeTZH5aLGJ4weMZQ3aTjD4/P5Cvbmce2GhzuWVDtIGc7xl+3y6nASBRGLUZSxnDMhuD3sJ8lZtiH726YcxCzWb40MpFus9PlxsEgNDlsaFxSZtN0CIGFmSkITA9SOaHY9sSmWt7RLHET03wA0CgjDi7Giaup0Qwk6PphnJ6lxa7TCe03GDxA/d1BTOD6UpWirPTRf59EaDNz5ZwVAlJEkioyfTDVEcs9p2UTc2C798emRw/vWey5VKh9OjmQcy+bDacpjIbb22OUPlylp7wIbfrfUCiXDRv71wAz+MOZY3OV6ySBvqoMrzKOEoQB/hCPcB19a6fFZust7xSGkKQ2kNIWCu2mVmrQvsvnDdaNpbfrZZnnO963GjYSMQ5CyNlCZT7/j4QUxpYxa33vPo2AH5lIqlyxvEpQhTlVnvuDQdn5x564X6jYtlxgsGPT/gWrWLH0UokqDtBFxa6fDMdJ5vPZkojb15scybn6zQdHwKKZWxnMGJoTQZQ3kkSpB9At1Hi3Vajse1tS7LDZsgjMgYCvWejx0EKJKg5fiYqkJKkxEx1GyfvKUxlTfRVYmOG+IFMadH0syU0hiqRMHSBkHp+ekCF5aaZAyF6WKK9+breEHEdNGi7fiUmw6PDac5UbL49EaDejfADUNMVWamlGJ+3WYkvfVe5gyVtbYz2JTd78mH0ayx8Wwkz2fHCfjg+jqrHY+2M8+p4TRDafWm1ssPPliiZfvJO6TKtOOAxaZN1w+YGU4jIQYEuEcFRwH6CEc4YJQbNtdrPVq9AF2RkIREpZWwgE1VpmEnAhaj2Y3xHD+mFwSkFAVNFYxmjS3lYkFMtesznDb4eKlBFCcz0ZJI/nlqJMVyo4elKxRTKh3HxwtjThQN2l7Sj16s9zg3kUWRBI1uwGPDmVtadPY3D4Jk5jatqchGsrjKssTkRtD90WerhFHMcqO3IZrioSoSV1ZXcIOQhu3z4UL9jklBhwUXFuq89UWFatel1nGxgxCBTBwno3Edb6MSIQRCAk1RyJgKKU2l0nJRZBjP6YxldXpezLfPfRmA2k5wEycBYCRrJO5ufrihhy6I4hhTk5kupmjZAY4fcXwoTRR30WSdnueTMzVM1cPUti7zTcdnppR+YJMP3zk3zvffvgaAJAQfLdRZqPUopDTqXY+fd9c3NhjWltZLrdNgvtrl5EgaxzNJuQEt26Np+zR6Pn9tZojxvHGboz9cOArQRzjCAeOt2VXCMKTp+hALckaMEBKrbYfHx7KD7PWXjhcGFpU5XaHheDRrAd84WbypXEzkYagSKU1BxALLkJC6gsCPkqwsDPHDiJYT4gURxwsG692QtKEwU7RYadl8uNDk5VNFfueF6YFFpwBUmcFIUL/32s96Wk7IkKXiBYketWUonB21WKzbX85OV9pkTRVJSABcLrdYbDgIAeM5k9WWc8ekoP3C1o0O3Mkcd58jkNJlLF9hrtfB9kPyKYEiSwgRIwT4YcxoNilLZ3QIIxhKa6iywFQlbD/m5VNDPDme3ZM16q3K7W9eLHOjYQ+0v08MpZhf7+KFMWdGM/zyqSH+6MMy9Z67YUPq0+gG/M7zxx7Y5MP56QLfeyWpynywUKfjBkgS+FGEFApUWaLcdMib6pYSvB9GdP0AQ5EZyep0qgHDGQM/jMgayk2z5n08rFwIOArQRzjCgaLcsHlnrkbJ0jkzbLFUd6jbSXm6mFJ55lh+YPrhx/CtJ0f4fKVNreeRT2n80okiV6o9Hh/LbmHcThVTmJrMf/LcFLaXBOOfXqlS8T2iOMbSFDpuwMywhVxKcXm1w3qvS90WpDSZ4kagPzeZH1h2bu4bbxc86Wc9bhhhKhKymthPPnMsR1rXcMNwi3XlZN5kfr1HGEZcrfYwtSRYZ3SFWtenaKn8L79YpNxymFvrDAhwBykluvn7SULw57MV6j2PnKngBTH/y/uL/I0nRnfMYssNm3/ykys0bJ+SpTOa1ZndGHPqeSETeYNK2yOOI2RJwlRlZCkJyJAQt4bSOt98fJhXz37Zh79Xa9TzU3kqLZfHRiwqLZeWEzGRT21xzyplDN64WOZG02Y0a/A7z++/s9Ydn/d0gfPTBf77Nz7jjz68QRSBF8QIERGEMQJYajg8NZkb/I0qS1hq4rqWNlROliyWajZemBDwdrP+fJi5EEcB+ghHOEBcWGowZGkICUoZk9W2T0YIdDkpTyqSNNj117oeT07kODeZH/x9FMf84BdLSAI6bkjGUDgxlB7od//q2ZGBHeKQpWOoEjcaLvmUTs5UKFmJ6cV8tcdwWsP2Y3peQMcJODeRJd52rruN3nz73DjfewX+Hz+aZW6tRyGlcn4qS85M3JpeOJ6nsKk37gYRM6VkNjuMYnRFJmso5FIaXhBR6/lcXetycjh936REN3+/v/xkmblqBy+IWaz1mCqkEAI+uF7DD+Mtx+8v8tWux2haw49iKm2PkUxi5+h4EaoiMZxRqXd9kKCY1nhqIku56TBdTHFyOH0gG4/NwjeGKvPMdP6m4/SD4WFDuWHz8Y0WEJPWFZwgoucmOvMAfhAynDYGrZdiWkeRJdY7HnEqRhKCnKVyvpjjuy8c2/HaHkYjnTvBUYA+whH2AbuV0Wpdj7NjWd65WqXSTkqZLdulYXu4Ycz5qdxgodhJU3y5btN1A1pOQN7UqHZdPlm+Qc5QmCwkf/etJ0f5R3/WQhIwlNZ5/vgQRUsb+EELYnRVoEgKY1kZP4zpuD6KvHUsam6tQ8sO6HqJQMl23+3z0wX++//t+S1uW9utKDdbV0oSGKrEZF4njAUjmeR8VVlwrWpzrGBSbXtbpETXOg6nRzL7uoD2780ffbAEJH36DxfqZFPJdY5i6LgJiW614/HyNjJbf5Efzuj0vHBD8AXSusx6R6CrEqNpAz+KkIXEZCHFs8cKzAxb/M4L0wceCA66VH1QJeILSw3ypkJaV+h5EYYi4/gBXTcia6j85tNjjOeNQQvgu88lc+hvzVb4ZLmJEPDC8fyWisR2zK11NloAybOdNmXODGeYKBz+4AxHAfoIR7hnbDaWqLRcPlxo8NbsGq+9eIyipWF7ITkzCb5BHDOSNXl22uTZ6QLlljMoc+6k0z272uKFE3nW2j7rHZcbDZswjmnaPs8dLwzKda+cGcb2wh3HZmpdj1fPDvPTK+tU2j5BGCNLcK3aRRVJH3NurcNPr64zktaZyJs7+m5DEgy++8KxXRfszbPTy40eQiSlSdsN6XoBuiJoOD5uEPLSySLLDYesodJxAlZbNrWeRxzHZI39YeNuvjc9NyQipt71ieOE4BbFMSlNQZVlWrZP0dJvmgful+6fny7wHz5dASClSkSx4ORQirShUnc8dFnmPz4/wW8/O/VQZGd7wUGWiGtdj+liCiEEX5Tb9LwAU1NIC/jasTz/h5dP7niM1146zmt7PPcvVtrMV7s4fogqSVRbHiv1NXKmSiGl3jK4HwYcBegjHOEe0Vc16hN1RjJJ2ff19xZ47cVpLiw1sf2QM6MZ3DBK3I0KKWZX2qy0khGqfpDbzqydLqZ4bCTDfLXDDz9Zoe0EZE2FsYw2GLW5sNS4pQnHhaUGpirz10+X+IvL64RKDFGIG8T8P//0Ck9OZNBkieG0xmLNRldlhiztJt/tPm5nT1nreuRTKkFocHI4nfS/uy4L6z06bkAupfIfPT3GaNZkue7w0WKDSstJysRpjZYTUO8FlBv2PS+em00/JvMm5VYik6opAjeI8aOYgikRxxFdL+TZaeumMbN+ZePkcJpff2qMXyzUWW27lCyNv/3CFH7MTbO6m+d5D7KnftDkp80l4lrXZb7aY63jstzo8bsvz9zT8YpWYt7StEOeP56naQfUei6qJPN//OWdg/OdnruhSLhB0oKQBPR6ITGQSalcWu3ghxzqfvRRgD7CvuBetXUfZtS6HpWWi6nKAxvMvKlRaTsDRa7lRrKwDWd0RjMG8+s9hIgZzxk3GU1sXizevFhmqd5jft3G0mUmcga1rsv1dZs3PrnBSMYgayp8+9z4LcdmfvTZKuWmw+mRNF3P52qli6HJWIag1vFpuh5PjGU5NZq4IqmyuMl3+1bYnmm9c7VKywl4aabIs9N55qs9cqZG0VL53ZdnAPjB+4tUuy5rHQdJgiCKaLshHSfg/LH8vpS5N5t+lDI6hibTcnxcPySlSbQdn2rXRZEkRrI6J0qpW7qlnShZDGcSIlxfDnVzdvnPfnqN1ZaDrkh35B52p7iwUOf19xYJozjZTPkhlZa778fpX79a1+WjxSamKjOc1ljruPecSScEt1VOj6SptG2iGPIplddenN6XtaPW9dAUiWJKww0jVpoOQRghCUGz59HcIGse5n70UYA+wj1jP7R1H2YULY0PFxqMZPTBz5wgpJROysvjeZPffXlmEMBmV9oIEdN1AmQh+GChjiIJ3poVvPbS8S2ffX4qz1uza8gSZA2VcrNHuZUINVxb6xLFMTea8Pq784NxoV/dxkLuZ+b9PnXDDnhsJMP1WpeeE9D1HHRZ5upah2eOFdBkiV85M3KT7/atsJ2ME0QxOUNlvtrjueMFipY+6In3f//qWhfHj1Ak0GUVQ0tYujlTZaqQ2hfZSUHMO1erLKz3UCSJqaLJ2dE012SB7SVjZ7oi03Z80pqMqco3sbh3cyDb/p39MObjxQaaIjEzbHFptcP71xvMDKVQ5Zvv7d2i3LB5/b0FZEmgyRKXVzv8YqG+cRx47aUT+3Ic+LJ6MF/tYaoyYRQzu9ohiGKuVTs7PrN7xebrqqsS548V9rUKULQ0VFkipcsooURMMjsuAXGcWIi6QYS9TR70MI1lHQXoI9wz9kNb92FGP4g2bI+8qeEEYVLGHkkPSqWbF6OVlk1GV0AIVEXCUGSqHZd/9cES9Z63hfE7njc5XkzRcjzW2y7llktaV8kZCm03YG6tS9FKynVfP1XatUc4njcHfeoPFupICJq2TxTHpHUVU5FYrNkMZ3TGcwZtx99VWWon049Gz+fUSBrYqCi0Xdq2RxjFrLZsqh0PL4zI6BLvXF3HUGXWex7jOZ0gipjImwynDeI4puX4+yI7WW7YVLs+TTtgNKezWLP57EaT8ZzJSFqn2vWYyJuMZU1OlFKosoSpyXueRf7JbIVS+stN2fx6B1kW+GHIfLWHrsjkzKSf/eMvKuyXd/aFpQZhFKPJEvPrG8cxVKodj3fmavvaV+1XD9Y6LoYqcaXSwQ2SuePZlTafLDd5cjx71+/5QRLczk/luVzpsNJyWKwl5jNBGGOoMmlDZiKvM7vS4qVNz/hhG8s6CtBHuGfsVaLyUcV43uS1F4/x+nsLVNqJPvXUSPom4YTNi9G7c+sMpWVMVWG1lezYoyjmwmIDU1W4vLJIKaMTAw3bYzRrIJCodpM5Z3uDTZxSE53nIErGTjKGSqPn8wc/u8bxIWtLMOgvtookWFjvkTVUqm0XWWegG/15uc1EzsTU5B2FM3Yy/Xj70hrVjsvFGw2GLJ2W7ZNPqay1HKpdl9WWx2hWxw9DFmteMv89XUCTNjYFaZ0bDYe0rhBHDCRE71V28sJSg6m8udFS6BCEMfWen1wnS+OXzwxTSn+pPLU5w98LtrPu206AIcus2QEZQ0ZTJOJYUOk5yEJs2UT94IMlSpZ6VwE7KTtrXFrtoCv94yTEwePW/jo69TeWy40e783X6LrBhkFLTMaQSWkyr7+3wEjWOHRl4vG8yXefm+ItS+NGwyYCPD9iImtwajSNIklUu+6Wd3SzzvpHi3XaTrBrdet+4ChAH+GesV1bFxI5wdHsoyW7dyucny4MJBlvVxobzxp8stREUyU0WbBQs5EkwVTepO0GfLRYxwtjxnoeXz9VwvUj3p+vAxv9xiBClWVSmsRSvYcsBIWUxgfX66y0HCoth5yp8vzx4k0ZwLeeHOWtWfjFQj0RTxm1uFLt4gcxJ4opMqbGWM7c9dz7ph95M3FG6jg+jQ2DgqYd0LID/DDixJCFIglMVSaKwYti8imNthsCgrWOy1TR5NJKh44bMGxpRFHMYt1mNJMEvgtLjeR63eXC3++fSkJQtIrAl0G4z67fjDvN2rcT8xQpGbmSJIjjmHhjfrfrhTw9kRlsovww5tpal1pH2bHqcbsSa59c9f71BjlDIY4FXS9AkgRnx7LUut5dXa+d0D8XCVhpOIRxMgFQ63o0bHjhRJ4wig9tH3c8b/LaS8cpbNxvP4yYr/Zouz4xMV8/Wdwy7/72pTVsL6Da9ZjMpxiyNGw/4GdX13cUsDloHAXoI9wzNmvrbpcT/CphL+W6ZMFrMlNKsd7xudHs0XVDTpZMgghsL+TzlRa6LGFuZMfHiikA3rlaTewje4l6VbMXstZ28YKEXPX8dB4/jIhIysSNnkfRSjZN/QU0WbBOAHBptcPcWpdjeYupookiC3RFuiVxptZN5p9zZqIMVmm5WJqCH4UMWRrVro8UCeo9P1E767pYqkIvSNizaV3B9gJsLyJjqJwetbhc6TCWMzgzmqGY0rAMhUrL5cefVwbjandTQt1prrwfhG/Fer8dNgdQVRY4fjBg6RdT2sZ8tE/D9pCFxIlCirSuYahJP39+vUM+lWRp/apH/x4Bty2x9slVM0NWYnZie0iS4JXTw+iKtGfewPbvcitbzZWWjRtEdNwAU5OxNIk4govLLUazBn9xee1QS2j273fGUHhmOr9J+zyZ3y83bH7wwRLlhs2Npo0sSXhBjKHIyFJC+HsQm5CjAH2Ee8Zmbd3DJCd4GNEvob04M5TYPYYhqixR7fjE+IxlDbwN4spaxx0snJOFZG7a0hV+fq3KxaUmLTcgipPOZqvn8fFyk5Klk9IVJnIG89XejnO9AK+eHcUPE3Wy4bQ2GP8ayxpcWm1RbjoAO2ZvSVCKMDWZ3oZrkypJjGVTjOViHD/ED2MyukqrF9D1Q6yNoOGoEV0vQN7IMsM45viQxX/1a6cHhhA7javdTQn1VkF4N+LXXjZY2wNo2wn41pMjg+z3rdlV3pmrcdxKcXYsy+xKi6bj8/h4BkhK4aokJTwEkk3PJ0t1ZittdFlmPGfwwomhm4J3/9z6567K8M5cjemN4+iKtGWTcbtM/Hb91i/LvRGf3GhTTCfiN0IklYggjLC9gJKlM7fW5fd/fGnfGNj7jdvd77dmK1xb6zKS1Vms2ygipt51uVxpcXwozdem9rcysVccBegj7AsOq5zgYcDmhfLn19YHBDFZilFlCU2RqXQ8ThRTZE2VWi/JiCbzKebXOxStpFTd16n+0WcrSLLAUGXypkbD9nD8kGrbw9IUTo2mk16wk5Sedyrdbu4t9se/xrIG16o9ep6P7Ub8+PMKP/y4zFPjGbIpbeDRW0xpzNd6xLGKBDR6PlP5FCdKKUDwV3Pr5EyF6SGTa+sd1urJxiMGlhsJX2E8p1NpO8iS4LUXE7Wtn8xWdh1Xu5vs5XaL8t0QlG4nHdmvULx6dnRwz8+MZqi2XVRZIopjFEkMAnat6/GzK2ssNWyyuooThizUenhhzMunShQtbccN1k7H2cwb2AvZqU82u1xp03aSkaPhtDH4LgNbzYUGsgBDkRnN6qy0PHobrl2KLBEBp0czhFHE6+8t3vd+9IWFOv/fn17j4o0WiJinJ3L87sszN61Ht7rfnyw3yacUwgg0JakACQFxC37rmUnKTZtPl1v8/Nr6fR0jPQrQRzgCBzNaUW7Y/OsPl/jTLyqosmA8a3B9vYcsCZ6cyKLKMoWURkpN7ArzKZWm7WPpMsWUSUpN1K02M6rH8ybTQykqLYdMWkPdEGKQhYSpRaQNBVlINGyPjK4O/vZkydpRPGPz+Nel1RY9z2epZvPYSBpNkZivdljrOPz2M4kpx4WlJq+cGaZUbnLxRousqZI2VL52LEc+pQ02EiVLJYrhldMlmj2fhbqNEPDtp5KS4mLdRlME5yayjGzYaV5f7/LefJ3RjMZoNkXaULaMq90N9pslfG2tS8vxWG05dL0IS1MYyehkza1L6fbj9p+vasflzGiGuWqXz8strlQ6VNsOpq5ybCjF7EqTpZrNtWqPa+tdfvPcOMMZfdfe+G7fby8a1NfWuizUekTENHs+c2tdhGjytckc3z43PmgRtF2f8ZxJuemgyBKTeYNGz6PR8xnP65wdzZI2FOI4ptJ272sp+MJCnf/h38+yUOuR0WVA8IvrdSpNh7/3G0/sGkSTSseXkqFXKm1GMjotJ6SY0gEJ2/Oo9zz+2V/OsdL0mC4anJ/O03GD+zZGehSgj/CVx36OVvQX4rm1Dl+stFmo9cgaCpos8+mNVtLnVRVu1BzOjmewdJkojnliPIMXxpwaSXNiKA3EfF5uEcXcxKg+N5Hlp1fWUaRo0Dduuz5ZU0VXJE6PpJldbZE1E43rkyXrJkGN7cSxC0sNyk0H2414bCRNKWNwda1NzkxIMgu1Ls9NJ0SrcsvZMmu7Ofj0NZN3u279a/3iCXNQdv7BB0sQxYxmDVKqTNMJ6HodJvImkhBbxtUeJPq+3o4fsN7xkISg5wbEcUzDlm6pfLY5kJYbNtV2omfuhiEhIAtYa9ncaDoEEchSTNfx+eEnZX5ppsh//o2ZOzrXfva7GZaucLXSGWzUPlyoI4TA9sONkTCVhu0lz0LD3sL6H8nqVLsu6x0PXZEIoghNFRRMjUrbBkxkSTBk3f1m6m7wxsUytY5D1lAGvteSkKj1/F3HPPv95mtrXfIpBWKBH0R8sNBgupiiaOk4fshqKySOY9baLsV0QnB85+o6w2kDVRH8y/cXjgL0EY5w0NhJcOJatcM//kmLv356+LbZ9OagvFDrcXY0S8sOqHc9WnZAIaWiqzJCAlmSyOoSXhzRcnwyuspk3uRvPTt1k9XjTCm94ybh1bOj/PjzVa5VbcI4Qt2Q6dQUOSlD5w2+fW5s8HdvXizf9vt9+9w49a7Lv7lQxgkTNnajl2TzWUOl7SQlzd3KrXvdyGzua3600KDt+izVepTSGn/z3ASvnCnxF5erOH5Irevy9ZOlXX1+7zcuLDU4M5rmJ1+sIQkJS5fpegHVrsuvbZSa93IdLiw1mCqmeGIih6nJzK60CUL4fKVNVtcItYieFyIAzw+5sFTnrVmLO5mj3s145Xqtx1jOoJTWUWWJz8ttRrI6ioBKy6Prh2QNhbdmK7z20vEB6//HX6yhSIKTQxZ2ELIaRkhCIiLGCyJmV1uMZgy+dix3oJup7ZWua9UufhyTVb8kxmmKoO3ErLacHT/jwlKDWselYKmYahICz47lWGuv0XF8DFXGDSJyhspEweTyaps4jqi0khHHpu1zfMjikxutfZGjvRWOAvQjgsOkfvOwoV+27LjJothyAnRFoty0+fHnq8litQv5ZXP23bIDZElwudLB8UMkiQGjN1VUSakKPS/Ei+CZqRzPHS8M1LruhLQ0njf5r37tDP/0L+eodpLe5ljW5FjB3NF2b3M2Vet6fLTYwFAFAjGQGT0/laPa9YmimDgWNG2P+VoXRRIcLybylnDno0jbUet6SAI+XmoRhhFNx+d6rcdCrcfp0QwnhzPkUxpza11WWjbjeePQPMt9t6+O4xMDbScmjiViEVNp2zjbFKl2w+b7cWIozXLdZrXl0HYC0rpMFEEhlbC+05rMWtflvfk6QsCLJwo3ScPuhN2MV86MZgZB+/iQxVIjefbXO4lpyGhGQ1fkLWNFm1n/QRRTabmcGcmw1nH5YqWNrkikNJmhlLrFPnW/sVOlq+sGxDG4fjjIoL0g6fPvNuaZTCJE5LQvn+OhtMZE0UTemJqIY7B0GUOVkCVBuekiC4EiSwRhzHy1x3TRPPBy/lGAfgRw2NRvHiaUGzafl5vUez6yJFjvuMQINFlQsDRGMsYGk3hn8svm7LvrBQMlsfWuiypJZE2F1VYyCpXS5ES9K4qZHjJvUuu6k0z0/HSBv/+dJ/e0KducTc2vdzA1CWJB1pAGi/UbF8s8Ppblm0+M8qPPVqh2PCxVEMYCJwhp2j6LtaR/fi8CIkVL4925dcIwotxyiKKEDez6EX/84Q3+1rMTnBzOoMoSz0wnmf1hQLlhs7Dx/UdzBvWux3rHYygjYypJ+6LnheRT6m3nZTffj6Kl8Y3HhnnvWpXFWo+eHzNdNCFOgoEXhggEBUuFWLCwbvPc8WSjeKvgsNOGb7qYYqqQGvzOiVKKj5c0yi2bmaE0QoAbRIxkTExN4q3ZCoWNkvXF5RZfm8pTSuv8+aUKEsk891jWYDiTEBJX2u4W+9T9xk7GHQC1tkdIRFZPytxuEHEsb/KdXZ6dopV4kn+x0iKMY1KKQtZUOFFMIUmCUlrj46UGN+o2iipBHBHHQGJTjSxJQIwqiwMv5x8F6EcA98uU/FHM0t+aXcUPY7puSBBFrLZc3CAkZ6g8PZVHCLHBJN6Z/LI5G8roKo4fYajJnGgUyTRsn5G0RhhFdL2ImVKK548Xd+wt3yn2GtA3Z1Mt20eTZZwg5OxYIs3pBhEfLNTpugFZU2W6mCJnaARxhO0HnB3NYfshKy37nh2Mzk/l+eHHZbquTxhFVDseiiyjKxJuEPL2pSqKLKFI0j0rie0nLiw1ODua5XKlQ85UuFJp0/ZCGhWPjKFRSCk8Nprm0mobP4zvKLtVZcHTUwW+/dQYf/RhIpu7VLNxg4CeGzGeMzCUpITbZ+bv1GrYju3Px5sXy1vK3kVL5/kTef7dxw49PyBnKAzlTKSN7PNnV9f5tcdHKKV1dEXi59dq/LWTQ2R0lUurLdwgJIoT3fmUojCVV7fYp+43+u/a3Fqbv7hcxfYTY5WhjIYfRrSdACfweW46x+/96pld+8PjWYP1rk/T9smZCus9h89WXCZzBqdKFj/6tIIsx+RMDTcMqdoBKVXCDSOiGFKqzGTRwA2iA+dGHAXoRwC7EUL2w2ygj0c1S794o0VGV1iXXcJIDAKF7Yf9DTOOH+1KftmcDZ0opZLZ5iBgNGswnDGIiJFEcj++9eTIA/Gf3ZxN9eemnzmWo2jpG6NfNdJaQmRzg4iFus2TY1kUJbkez00XBwpc93ru43mTl08N8W8u3KBpexiKxFTewIsi2o5Pzw9ZbTmDjcBh2RTWuh6ThYTY9slyHceP0GWBEwpSqoQqSxiqTBDFt3VIulU7o5QxeONiGdsPsHSVv3lumHrPwwlCiAUZPQmud9Nq2KnsPWQZfPe5SSptNzl3PXmOPy+3KKW1QTB/YjzLu9dqfF5ucnYsw59fqtB1Q6YKBoqQ6LohKV9mbq1zD1f51ihaGkv1Hn9xeT3pf8cBCNAUmReOFylaOqdH05iafEvyVrnl8I3Hhpiv9ri02mK94zOc1hnJGnyw1KLt+syULE6PaFQ7Hm3bx48iJgopxjIG2Q0ynakpB86NOArQjwBupZi0X9hrln5YFtTboX+elyttem5IwdQZzqgMpTW+WGkRhDGrTQdZkrD9kMmCteP13Lzo5VMaj40kLkZZQ2Mib/Ib58YPxffvZ1P98+3P5L4/v86NRo+8qfDJcgNNkWnaHj+/VuXsWJaXHxsGEoLRSsvmD9+9fs/39dWzI1xYajK3FlOyNPwoRkTw+GiWfEpleih10yyvJBL98h9+XOblU0P3XXax/44VLY2MrvH4aBY/jlhvu2RNheWGw/x6l/FcwgVIb3oXd8Ju1Y++nsDm754xVP78UoV612M8Z/DTKwHFtM53n5u6o++w28YAuImguN71ePnUlxWMoqXz4okCnyw3iWIoplQsXUaRZVRFcKaQJogimhuyrweBvimNGwYMpXQq7RBZJKS5Zs9HVaRdE5PN69LF5SZfm8rzyplh0kayKfWDiM9XWtgblYRa1yOKYaZkUbRU3pmrc24ii+1FVLsOQQC/9+q9e1bfDkcB+hHAvcgW7hXbiUbz6x1atk8UJyWjz8ot3r22znLd5sRQiudPDO2JzPIgsHnxOzOS4e3LVbwgQlEEiiSwNjyDL26MOT0+kd6V/LJ90TtMQRl23jD1z/dqpcNctcvJUgpDVVhquCzVbSQR40cxTTsgimMWaz3en6/z/In8vlRPxvOJucj/8B9mqXZdhixtUFodyX4587uZ8f3xUivxIs5oeyoj7ze2tAkcn2JGZa6S6KBfWe2iqgJJJFrcP/x4hd84N3pPx9v8XK00HVRJcKxgom+wjoniu/7cna7Z9sD99ZNFdGWrZKiuyPz108N8+9x4Mtte65HSZQwlaZl4QSIsc1AYzyfObvWuS9PxMTQFS5fJ6ElGO6Ond0xMtlf/dEXiTz6+AZJgYb1LLqURBhEIgRfEuH4yvaArMpW2k2xkZhKt/dWWw4lS4Uio5Ah7x93KFt4J+hlE4vLSwNQkvDBicb3L3/vBBVK6QkpN3JmWGg7e1SrfeGz4UBqib64GfG0qz6WVNg3HZ7XlUDAVTF3h5EgG2/Vpez4/vbzON58Y2fXz9lsMY79wq7bEt8+N8+bFMk+3c0hC4rMbDWpdFwQoksRYVqPnBfzVXJXRrMHzJ/JMFy1gfzgO56cL/L1fP8vr7y0SRolIy0hW37IR2qxk1VcXi2MpGU+7z89VUn3I8cbFMpdWW1i6ytdPFvjxFxViKUZCIm8pZA2NKHJZrPfu6PN3qzyN503evFhmLGdsqZC1HX/fXat2kgGFnTf9M8MWhiqz1nEG92Mqn2I8f7AGOTPDFroqcaXSJYpilhs9GnYyk17KaDsmJturf5YmcaXaxdJlTFViqdajYftM5HSG0wYLNZswivGCgKYTIiHxvVduVia7HzgK0EfYE/oZxCdLdda7Hmstl0rHRduQ+oti6LgBxwopdFWl4wbMr3d45lhhX3vh+4HN1YCipfM3nhzl7ctV6l2XjhciIah3XPKWloxcRFBpu4eyGnAr3K4tUet6nB3L8M7Vda5WO+iyjCQS1raqyEwXTRRZ5viQdSAch9s5gG1WsspunLsThINS7P18rvomJ4+PZZkpWbw3X2e56Sbl3VKamp20mBQZHh/L0HaDPX9uX7t7yNI4O5a9qfJ0Pzgm23G7TX/fsOP0SGZLAD/onmxyXJfHRiwqLZe2k2TP5yayTOR3dmHbfv0+udHG1CTqXQ8hwA8jDEWi40WYXshIVieKIhbrNo8Npx9YcIajAP1IoO/RW+slTkOqLLi80t5xJvZ2n7PTYtn/+ZXVFm9fWUcixgliMpqMF8XEUUQnjskbCusdl8lCiq4b03aCfe+F7we29+xPDmfoegHvX2/Q7PnIUjxgeWYNldGs8UCytnvF7Rb2vuVizlSRJZmIGFlIDGd0MoZGte0zXpAPlONwq+pDf1Po+hFf1Fs4QThwbbrfz9XmzU4GlZdminxebuEFMbIp8dREhq4XYnsRlzodNFnctl/fz1IvLjfpOgHrHZcrax1eOT1MKa0PnrVbXf/t7+x41qDccqh1vQ2S497FTbbjVvfmflTtbndc14+IiyZPmVlODqd3/H59CdkPFxoMp3XyKZX5ahdLk0kbKpYqU2m7yAI6XogiYDijc7KUptp1+W9/44kH+r4fBehHAG/NrjJf65E3NXKmhONHzNd6vDW7ukWS8VbYrRw6mdP50RcVOk7AlUoHS5VxgghZhMRCIAvoBhFKBA0C4jhIxox0GUUS+94L3w/s1LNfbXn80okC719vIAkIo8TP99MbLRRJ2tW04DBDkFhU9pnFJ4bSqLIYBLb+dbD9iDMjKW403KQPnNGJ45i67fOtp0YOjONwO0Jhv6z83nyNWs+nkFIpZTQ+L7eZGY7umCR1L9i+2SlaOl8/VcJUZb4ot7m+3iNnqNhewFLd5vSYhSS4JQ+jb1Zxbb1LzlDImRpdL+Dty1V+8+lx7A3hk92u/8mStYlEJ/jxZyt8vtrhRNFEkwXX1m2IY06ULBRZvifrzp3woFo7/WNWWi5jOWNwTbZf5/6aNpY1adkBTcfjk+UGqixwwxhdFokhRhzTC2NypspwVsf2w5u8oh8UjgL0I4CLN1rkDHXgAJT06tTE3WWP2Kkc2uj5/L/fvoqhJqzGpu1jKBK27xOEMWEUE4QhfgQZXSKOI9KGymrbYVJK/H0fhMn57bDT7v94MUXL8ZjIG5QbDrKQiInxgpDlRo/njucPZTVgNyR6zy4tJyBnqDh+yF/NrTMzbA0CW/86LDd62J6GqQV4QbhhtyeYLBiDsbD9zpZ22xCen8oNMsCipVHvuvza4yP4YcR8tUfb9bE0QclSHwiLe/N5KJLgzGiarKHw7nydthfgBhHPHc8zkjFvKyoyt9bhwmKDtu3h+RFDaQ1LU2jaPrMrLV7aJGCz0/X/kkQX8/FSk1rPx9JkLq12EAKyhkqtF/BpucXXZ0oEcXTX1p2HBf1N3ZufrNB0kk3bWM6gkNK40bC3yNduXtP643FLjR5REBNLEIbQckJkWRD4IaWMjhvEHC+mmCmlB17RDxJHAfoRQKJys43VKeLk53vETuXQubU25abH42M6CNAVia4fEgQxQiQFtCAWpDUJy1BwvIihlMHxocS7+LWXjt/jNzs47CTi8OPPO4xkDExF5nqty/X1HilVoZTWUGXpUFYDdkNf71lXJX5xvUHD9kipMqdHUjdlqb/78gw/eH+RME60n20/IAJODWe2/N5+Luq7bQhff2+Rl2aKg6D9zlyNl08NUUobFK3k+ezPZN9PnJ/K84P3F5mvJZmyKgsavYD5ao+VlsNkPpmPXWk6jOeS63QrUZG+Mlm95zGWMyg3HZYbESUr0W1f73pb+rk7Xf+fzFaQhODNi2XKzYSsJQO6pqBKEusdj4yh4oYhax2HmVKaStvhrdkKEHPxRos4hqcnc4dyI70d/U1dUnXo4AURS7UeC+tdvBCeGE8U6PpVi64bcGokvfHXMWEkODmUZrVl03NDlho2kiCZ5hhNM2RprHc9VFkcGq7JUYB+BPD0ZG5Dq1cMRh4avYAXT+y9lNXsefzo0xV6fkg+pfH8dIGr1S55U0UIgSQgiJK+chRFFCwdS096ztaGxN7/7qVJZkrpB7KA3iuSGcsKDdsjb2qcLGUGC7GqyPes+nW/0de8nl+3N+5hoiL2Z1+s8fKp4S1lzkQgQ2es591UDj+onvtOG8JKO2HPbg7aQ5bG7Eqb0mNfsoMfRCWjf41qPQ8/isgYCk+Mm3xebtOyfXRZYraZlLpXWw5T+RRD6Zv1y/s2h298UqbrBbTtAElITORNVpsuK22X56fzPDu9tdy/UztAAH9+qcL1DatFTZKodhxULySlSbTtJKOXBMnvGAqGIvHjz1fJpTRyhgoi5r35OtWud0sXssOA/qbuw4U6th+iSRKaJrPW8VBliaV6j/NThcHzs9zofSlxW+1hbhjWlFsupbRGKaMRBDFRnIyHnRnNMj1kJqOjh+Q6HAXoRwCvnh2h2vWodVyadvKwzgxbvHp299GgPvqexf/6o+VEWzejs9qy+f/8ZQ3HDSildcqNGDuIiOIYWQCSlKTtccxMyaKQ0sinVHKmxgcLtcSebYPAclge9Nshmc2d5vX3Fqm0k9ncrx3Lo0jSodlN3wm2a17rikxKk3EDsWOZMwa+fqqEJMTgZwe50dqJ+FTteAxZW4P22bEsP71Spe34Bzbjv1dsv0YfLNTIpxRsL2Cu2sXSVUazOistl44b8hvDqS1665ttDsM4pmBqeH5EuWkznNY5VjRRJIlzk/kt5dXdBFtkEbPSsDEVCYGEKifa6VIUEYRszLJ7DKUSIY935mqU0hq6LHF8KD1oiQkhqHV293E+LOJD/U3d/HqP4bRGoxcCMW4QYmkSqy2XE6VEa9zSFXLmly5s5WaPpu3zyVITmWSz6oWJE9zJUhpNlbeY1xwWSA/6BI5w7xjPm3z3uSleOjnEkxM5Xjo5tKfdcH/B+HcflwmihP29ULeZX+shCUFKUxBCYrlhA4nbjSLLlCyVc5M5vvHYMK/90jQFS0ORBB8u1GnaPookMZo1+NFnq5Qb9v25CPuA89MF/utvnuabT4wwPZRiYqP397AFZ0gqAtWOx1rHQZMTcX8vjJkZThNGMReWGlt+vx8wN+MgM9XzU3naTkDb8YnimLaTmJWMZLcGaF2RePnUEKYmU+24mJr8wO7J9mvUdgKIBVEMj42ksTQZVZYoWTpnR9Ms1u0t57vZ5jBnqkiSxHg+xVTeZCijkzVVpoo3P3PbBVskITGc0ah0PCIgYyr0vKQ/PpxWEELQdSPSmkwQRax0XAxFYjxnUOt6G730L523DEXGD6MdpWz7mwPbC5GE4N25df67P/mc19+dv+/vdv/6CwGmmmyGQKBIEnEsMZRWB22Qrhtwcjixa3X8hLjXdQPCOEZXEgW0rJ4YkMgipt5zB5upw2Bt2sdRBv2I4G56hG/NVri21qXnR5iqTNdNXJg0RWLY0uh6IcNZna7n43ghT4zlODlsYaoyQ2kNL4hRZYkTxRSrbQc3iBlO6ZwoJabn+y2mcD9wWEVH9oLtmc6T44lKmqbEWJrCZD6NLEOkCP7i8tqWjOh+qNFtxk7Ep9denObCUvOmbLkfsPrf7yezlQeSyW2/Rq4fcrnWxvFD3CCEjZnavKXy3PFEv3yzG9dmm8ORjMG1ahdNllBkQdZQeHoyv+PmYzfBFkWSyBoqmiLxxFiO967XCMJoQ641YCitYbjJeQpJYKoyo1kdTZZZrjtkN1S/nCBElaUdN2PbiWimlmxALq128EMeiJrbaEZnodZD33ChOlYwWWzYHC9aRHHMct1mdrXFdLHv3CX4ztMT/NnsKqkNS0oB+BEcK5jUOh6ljHEo21hHAforiP5C9z+/t0AYRnQcj7V2iCrL+GFMGEestDxGsxrHCiYrTYem7SPLgtMjKVpOxOflNqoseGoiw3dfOMZPZiuU0vqWEunDNpb0MGMzgabStvlwoY4bRFiaxGjOHNhgVtsuXhgzltVvUhe733OtO22G+sIl28+h//2CKKLScvlwobHvY0N7Od/NMqlOEJE3NdqSz2LdRgIKVtLu+fm12k0ckKKVkA0TsRWVmZLFUs3GC2OKlrZrsNtJsKXacRACmrZPsxcwZKmMZYwBMW0sZ5DSNBbrPUYyBkNpjTiOOTuao9lzWag79NwAREyjFzAzbO2YOQ42B4t1wijkRsOl54bEAo4VU/ddze1bT44ObB7DKLlu+ZTGeM7g5Eiaq5UO12s9RrM6LTvgx59XuFbt8DeeGGU4reMHIVfXuhstHwlTl7GDiP/Lr599YGIkt8JRgP6KYfNC13ECFFngBxGOHxNGSfkujGKcICCOFSptj6G0hqnJmJrEO3N1jhVNTgxZnBnN0Peovx+GHUfYHf2Z2suVxO+572Pd80LaToAXREn/UZGRpZgnxnNIQgzY03/ws2scH7IQxAiSBbBfBr+fGcVuFYwLSw2CKOJKpYupyoxk9A2f7vs7NrRdftMPY/7dx8tEERiqREqTSGsqjdAj6Vp/ifNTeS5XOlxb6xKnYmQhyFsqzxRztxQV6meOiiSwvZCu53O10uWxkQxjWYPFeo+5tR5FS2MsZxJFiQ3ilUqPKI5IaSpxDE3H59cns3TdkIzZxg1D4hhePFHYlcXdf69XmjZrbQ9DVVBlCWK4vNrB8cMdzvjgMJ43ee2l4xuGKzf3xd+8WB5IgZqqTEqV6Do+/+K9RY4VTY6X0kwVLC6ttLGDxGzjN58eO5TBGY4C9FcK5YbNH/zsGrWuT6XtEMURdTvCjSIMFYgFgQBZJASW9W5AENs4XsS5iSy1nocsge1HvHyqQNHSBmXs+10iPcJW1LoelbaNqUmYG4YKeTNpQzw3naOwYS3ZtJs8d7ww2DjVuh6XVtsEUcxMCd6bbxDH8EszxUNldlLrelRaLqYqJ2M21Q49L8QNIt6arRzoSN9OJKmPFxtcWevQtJO+5ZNjaUKg3vPQFYnTIxYXb7RuUhP77nNTvDVb4ZPlJkLAC8fzt7Ug7WeO/+uHPj/+vELL9RMGvABZSPz2M1OoskhsFqfyg3f8sRGLCU9noW4jSSFnR9OosoQsRfzer57e0z3tv9f1rk+/OOaFESdLFv4Bu1fdCSotJ5mPvlim1nEJY0EUxTRsH0tTcAMf14+4stLh2JDJU5M5To+mByTQw4qjAP0VwYWFOq+/t8Cl1TYZXWauaqNKMqYM3VjghzFDGRVVkjg3keVSpc163WM4o/O1mRw5U+fj5QaPj2WAL9Wo+mXsByX991XG5sBxfb3LUr3HiaH04L/3fazrPZ/CBnkmYyjY3pdZz/x6B0mC4ZTOp8stGl0fOwj4yWyFbz4+cmjkTYuWxocLDVKqzLX1LrqS9GAlFX52df3A5nj7RMpax8XfYP3+xWyFC0stsimFoZRGxwn4aKnJRF4npal0XJ9r1Q5jOWNH96/XXjrOa3dxLpau8p2vjfOT2TXCMGK5YfPK6RJFS9vi1/27L89ssY9cqve4tNphMp+64z5r/73+YKHGUt1OOCelFLIscA/YvWo3bG/n/OxKlRtNh79+eoi0pvBBvY6hyGiyhCwEbS9kOKthKDLptELPDTkzmtlVu/sw4ShAP+Loz13+qw+WMNWEubjWcQnjCFOWsHQtmW92A8Iw6anV7YAYwRPjGZ6ZLgwysqyezBM+PZUbfP7mMvbDTLB62LBdicvxQ96br6PKEpP5FI4fYfshaUNlodZjPGcOfu/9+ToAkwWTtbabBDoR8falCkEUE0UxYRyz0rR5ejLHxAEFvjsZ3el7Ac9VO+iqBAi8MGQil5B7DmoT0SdSFiyVnJb08X++UCe1sUHwI8gaMisth4Waza8/leVatUvLCXh2ujBoI8C9uX9tFnZ5esLDDSIQMfWexww3v4f7aYE6njf59rlxyg2HtY5D2wnQFem+uFfthO3tnDCKMVSJD643GckkgVgSgpYdULBU/ChGkWSemsjxzHSeasfl7xxiEaXNOArQjzD6i/i1agdNkdAVmbbj03UDLE2h5yU9qIm8Scv2Weu4GKqEoUhoskwxpbLe8RhKJ6MYQ2mFz8oOw2mDKI6PytgPENuVuKaLFq+cLm0EaZkhS2OyYHFptcPZ0eyW3wNYadnoasLcNVSJn11Zxw1iBDG2H4GAVi/g0kpS/t7PmfZb2WDeypzhtReP8X//4WeEcUxOlxjKGUiSxNmxzI4jQvuBT5abKFLMjYaN7UUIYtZbDm1VoWBp+GFIy0n6+64fAQIhBGfHMjR6X5Z/75UwuVnYJZ9S+IvLVcI4RpEEw2kDWRJb3sP93iw/KPeqnbC9nWMHITlDpekEVDseX5vIcWGpScvxCOOIjK7QcQNOlFIPHS/mKEA/Ythe9hzLmgRRTNZQCSPImhodL0AWgq7j40WCIEwE42eGLJ6cyJHRVSby/oa7kUBXEg9eS1f5zafHGM8bR2XsB4ydlLienMihKzIzw9YgM3X9iMmCufE3LvPVHi3HJybmVzeEbH7/x5ep9XzylspqywUJ0pqCH0XUej6/MZrd1wz1djaYu+H8dIH/5LlJLq12EsUzXeVEKYUqSwcmLtHzAlaaLhlDRSJmuWkTxgI/DFFlBXfD/jKKJTw1IYUl5xLTdr8M0PcaGLZoga/bTORM1joOth8xu9rmtRfvzLnuTnGYWlhJu6POSCbJ3lMbI6JZQ6HnhyiyRMZUkSRw/YimHaB5SeXoWMHkuy8cu+/nfLc48AAthPg28PuADPzTOI7/wUEf86uK7ZnJhwsNWnaAKgtypkK5mfg3Z/Qke9ZUmV86XiRtKnyw0GCymOLpyRxFS6fWTUZZvCjklzfs/TbPpB7hwWI31vzMsLVl9vbNi+XBwv7RYhNTTUQpFus9/u7rHzCRN7H9ECFiiMHUJBQhYMPRayitMVkw93Vc7l78jV89O4ofMuivHnQVJ60r9LwuPS+k0fWIAUOTCIKYluNiu4kSWBjHPH+8QNZQ8cOYz2+0ODuW3rdKU5+sda3awVAkhCYhyymeOZZHlQXllsP5/fvaO+KwtLC2y/JmDY1Kq03BUilZGlfWOkgCnp7IMVft0nVDLF1mreNybCh1+wMcIhxogBZCyMA/Ab4FLAHvCSH+TRzHnx3kcb9K2Cljzhgqta5Ly/ap9zxSmkzeVBnP6ay1PIQQ6Irg3HgWXZMxVJmvTeYI45j5ao+ipVO0dE6PplltOfvqYHQYJAMfBeyVNb99Ye96AZ+XWyiyRFpTNloeIboso6syupJkokEU44cRZ0cz+14WvJeRvPudyWUNlTiOcfyQuu0RRTExyfxtteMRxyAJKGVNOm5Ix0lYwxMFE1UWd3yOu70j/e/9j/6shSQgq6mcHc1uIYh9VbCTLO8vny6x0nKYKJi03SBxb7tWw48ihiydmWGLlKYwtaHo9rCsOwedQf8ScCWO4zkAIcT/DPwWcBSg7wF9/ew/u1RhpZE46fzK2RFqXZ+W3S+D9cibKj0voOcF5MxkFjJtKnzr5AiNXuL00hcWqXU9Plyos9ZxB7t+RZL43Zdn9uVhvpu+48OCB7Hx2Gug2r6w13seGV0hpSdGID0v5EQpxaWVNnEcY2kS5ZaHJMHJUpqZUnrfM9TNmws3iJhdabFUtxnJaMytdTg5nL7lNbyfmVwYx0zkU8xVO8iSQJMFiizRcSJG0ianxyzKTZcTQymurnZ4b77OcCbR1Z7Im3siI/WJnO9eW2epbjMzlOL5E0VuNGze+PgGkiSwdIVzE1mensxhqPJXXm/g/HRhIGrTf+9+9ewI5ZbDR4t1Lq12UCXBcMbEC2J+cb3B89O5h0486aAD9CSwuOnfl4CXDviYjzTKDZs/+Ok1/mquhheGpHWZtY7PDy+UOT2aRlMUfrFQZyqfwrS0RCnIDtAUmYKlDgJuv/TZf9GLlsaZ0QwrLftAMpM76Ts+TJn2nWw89vt77SVQ9Y8pBKiyhKXJuH6IKiejdaYmUUobeKWIOIaUrjCSC0jrCpMbLN39vv79TcO//nCJP/2iQhTFSEJg6TKLNRtDlam03EOxecuZKl0vEfCxNIWO5xOHMYIIOwi40XAZyWhcrbRZ7XrIAk4MpQjimIVa77bkus0GGi3bJ6XJLNVdGvZqYmLR9cgaCsWUzvvXGxRNlaylMZU/0hvY/Pxvfg+bPZ+em8zIe2FMNqWiSIL1rv/QbWYeOElMCPE94HsA09PTD/hsDj/emq3w0ytV3A0lMFVKxPo7boC93KSQ0qh2k0UDP0aWZL75+BD5lDqYk4SdS6SyJAYBfL91j/fadyw3bH7w/mJi6xcmBh6XV9q3VFp6kNisVfzRYp22E6BIgn/9oc+J4TS1rocgptHz+XylzZClcXYse19EQDYvWn1L0htNGymGOBbExEzkLZwgsRh96eTQlv71QWO+1ksY2B2XnhdR6/qMZ2WqbY/To+lDUYo8OZzm/Ws1Wo6PKknkDRUvjOl5EV4QkjZkwhjWNoKzLstcqnQYzeicP1a47XfYbKBR67mkdRVfSUbcAHKphLgXAYoQyEJwcsQamIccETUTbH4PV1ouxbRG2/bpuD4xcLxo0trkLPaw4KDdrJaBzZS5qY2fDRDH8ffjOH4hjuMXhoeHD/h0Hm6UGzY/u7pO1wvQJIHrR7TcgCgK6XkB9Z7PaFbH0lQuLrfwg4hnjuUHPb/NO8d+FrOTS9BmB5tSWh8Ek3txr9mrW9Jbs6vM13pIQkocf4TEfK3HW7Ord33sg0Stm8ykfrTYwA0isoZKzwv5dx+v8Hm5yWc3mvzL95f5ow+WieIYSRJ8vNTED+OBCMjtUG7YvHmxzB++e503L5b3fB82Vy1KaYOXZopMFyw6XogbBIxldGQJ6l2fYlq/ryMz/VnWvKlhBxGWrqArMk3Hp+0mZhl3Ozp1t9drJ5yfyuOGMXlTZcjSKVg6RUvj5HAaWZZwvJCipZLV1aQKYCS2nllTZbJg3vY79A00DEUmtUHgU2WB44d0nIC1toMsCVIbWgTXqh0avYBvnxvn77x0nG/fw3zzo4TkPQz5dx8v07J9VlsOsiRRtFSG0xprHY+SpR+Kqsyd4KAz6PeA00KIGZLA/J8Cf+eAj/nI4sJSg1JaI22oNHoelqbQ9X3aToiqSJiqTNMO+Y/PTzC7mrjsXKu2eW/eQ5YEr724tUJxK93juxmDuRX2Smq6eKNFzlAHYzNhFNPoevzxh8sULP3Qlbv7vsubJTbXOy4pPRFO0GWJIUuj4/hcrXQoWTqmJjG/3uGZY4Xb9sPupXe/vWpRtHT+xpOjzJQs8imFizdaOH50Sy3mg0Jybonwx5eBSaJh+5wspfdcitzeNhjPGlxYau4b12E8b/K1ySzvXw9Z73qkNZlCKhH3SWkyuZSKF8QMpXUeS6UpZQziOKbl7K2cutlAYyRjMlft4AURuiLT8zxkWWY4rSOEQIhknKxhH8zM98MMQcyfz1ZZrNkUUgrVrkdjgyA7kpYIgd/71ccO1dqxFxxogI7jOBBC/JfAvycZs/pncRx/epDHfNSweQG6uNxkuphiImdwo94f1JfpOiGKDMNpdTBCE0UxlyptHh/PMWTpjGR1Liw192QscC9jMLthL6SmcsNmodYjDJPMytJlVtsuEKOryqHShu7j/FSeNz4pU7L0DbZvRNPxMRWJII4JiEgpChlDoeUGVFouM8PWnhfwt2YTBvbmud+9ym8WLY3luj1Qf8oYCsNp46ZRrAeB/oz25UqHrKlxo2HT9QIkBKWMtqdS5E6bl9ffW+TsaGZ/N5fTBYazBvPVLtfXe4mTU07nueMFClZSYeqPsdleSEyEIok9fYfNBhr5lMJYzmBhvUsuJdPzIYgSSU9NTpTLpoomOVO95WceRiREuFUu3mgRx/D0ZG6fN4WClZaDH0bEgKkqOH5IEMV0vZDf/NrhNcS4FQ68Bx3H8RvAGwd9nEcR2xcgXZG4tNrh+eNFmrbPQs0mjCIKKYXRrEm14yEJn5iIVs/HUGVePFEYmJjv1Z/5oJypbkVq6muFJ7Z6AVEM8zWfjKEgCcHpEWtfFtv9xnje5Osni1xa7dByfDK6yuNjGWZXOhQtFYmEjJXSZJwgpOF42L6+pwW83LB5Z65GydLJGgqOnwSBr01lsffgIjSeNfi3H5XJW0qitGT7XK/afO+Vmf28BHeFL5Wp0lTaNh1HoW77nJvI7lkj+cu+Y8RHCw1WWj0uLreYW2vzwokiJ4bSFC3tnjeXybm6PDtd2KIJ8OrZxGSh/45+bSrL7Eqbasfj5VNDewpA2w00VFnwW89M8OR4jv/xp9dYbdq0nQA3DNFViZnhFCeH07f8zPuBCwt13rhYZrXlYGkyxwopsiltR75Kn1cyX+uRM1Q6rse/fH+R199b4OSQxUsni7c1DLkdGj2fKIpJ6wpN20dXZLKGStZQmCik+O1nHx5xks144CSxI+yO7aXmJ8azvHutRrlp8+rZEd6arSTkFVmi2nLp+clLfK3aJQxixgsmF5ebvHImUYza60J1v52pyg2b199bRJYE5yZyXLzRotZzsb0QGcGpEYtzk7k7+g73E9vFM5brNp/eaGOoEllT5fJqB2BQul1r720Bv7DUYMjSEBIIIQZl/9mVNi/t4V6UWw7Pn8hTbXu0XZ+coXFqOH1fRC1uh80VFV2VOH+scMfti7m1DjcaNrOrHTQh8OMIWUhU2x61rk+j1xgIedzL5vJ21Z/+f7P9kJdODt3x99jJQOPNi2WePVbgsq5iahKGkpS2V1se/+mL+bv+LvuBCwt1vv/2NfKWQkZXuLDc5C+v1HhiLM143uRypcN3n5sa8Fn+4GfX+HipSUpVEMQs1W1aToAmC1pOwPvXG1Tb3l0TQcuNxP+86wekVIWZkoUbRLQcHzeIePnUw0uiOwrQhxg79RBfPFHgr66uU+14HCuYrLalxBghCJEkUCQZWRIEUojthVxa7fDKmRFqXZfPyy3cIOLNi+Uti8hO4z/3UwyiTxgaspJe29OTOZbqPW40bNKmwsuPlQZVgMM4JrF9AR/PG/zer5zkR19UsL2Qx4aTBcMJIn79qdE9Zwu1rsfZsSwfLzXpui7NnkfT9vDCmN9+ZnJPfz9VSA30t4FDJWpxt/PM/XLpT76o0HF8htIGbSfACZIyfmRHVNsO00MpPi83mSml73lzeatzPYi57FrXY7JgYukK8+tJdSZrKGQN7cBcu/Y6AvjGxaQqU0jpfLrcwPVDTE1ite0yWUxxba3LW7MVXj07wo8+W6XW9dBkgRDw6Y02xBFpTSGIIyKSdlat591VZaxfZVQVQcFMnNucIGTY0tHSOpau8OqGpO3DiKMAvQmHbf52p1KzrsiM5gweH0sMEP78UgUJweVKmygCXUlM4/1Q4EcxtZ5LtePw3nydOIYzo2nenVvnhx+XefnUEE+OZ3cl1dyvPmWt6zFkaTh+hKklIgyPj2UxVZm0oaLK0qE359hpkX5yMn9Pz1PR0rC9kJlSircvV4miGENVmCpoe+ITFC2NpXpvkEFndJVSRjsQd6r7hc0GMDPDFu/PN1jrOMQkY0g9L+LcVI61jocXJKpfh4mzsFdsnrwoWkUgaVEdhOb4nRIRV1sOE7nk52ttD0NRkGVBx/UxVYU4FfPJcpOCpSW8h0ziRS6EIAa6XkhRlVEQpBQFQ5Vo2uFdsfb7VcbjQxZpQ6XScFhu2dR7Pucmszw7fbhIpXeKowC9gQetdLXT5mC3UnNCoEpunUBwqdJGkwROGOGHEeudRDksZyookuCT5SZZQyGty/zZF6s0bZ84hvWuyztz6zxzLL+vpJo7RdHScPyQK5UuAIYq0bA90obCay8eo7yPcqP3A9vv5a/eJRmmf/9vNGxOj1gIJGw/5JljOVRZuu09uqkH7Xh8UW7xSzMF/vDd64diE3qn6C/IQRQznDY4PmSy2nKpd1w0RUKSJRo9n+NFk+emC5ia/FB9vz7uZ5vpTqc2RrMGTcenkNKJRWIQ4voRlr6RSMRJttyvAJ4YSnOjbrPadlElgR9GdN1wQF51/GhLG+JOEqXNx2j0GpwcTfPERJa1jse5ydyAJ/Cw4qDnoB8abH5I+x6uu82plhs2r787z//tjz/m7//Rx7z+7vV7mrXcbe4Y2HFWeWbYGswUx0QAZFIauiyIYwjimDiOGc0Y/K1nJ3lqIsfZsSzvztVY7/oYG7vWlYbLXKXD3Fpny/ncywzq3eD8VB5FknhsxEKVBZW2SxjBay9Oc3668FDNfO7nDHm/dO6FEV4QoysSzxxLzEz2co/KLYcXThTImSptN0ASoGsJM36/5tvvN2pdL9mcxvBFuY3jRXQdH9sP6Xkhnh9Q73pUOz5Ltd4DsUPcD9xKp2C/Mbimm3Cr5+s758ZpdAPqPZehlErLCei5IaeGUtheSNNJyH6bqwAvPzbM6ZE0qiLQFCnJeksmkhA0bI9iKgnEe31/+rPuF5ebvHO1CsQ8cyyPrkisdVyKlvpQVk624yiD3sD2fm+t6zK31mWllTwY/V3cdkYiIua9+TrVrjcgRtwpbrWD3S0o9QN4HMOxvEkYxigSqJJMStORJIknx7O8ejbpjb47t07L8UlrCqoiEYSCtCGI4pira11ePfvlZ9/vPu/mHq6hyjwznX/oMrs+9nuGfDxv8tdPD2N74Z5Y9Zuzj09vNHl6Msdz00mJ9IPrdVRJxo+iwSZ0+7kdtjbPdghifvRpmUuVDrYfkjMUul5IRIymSKQNhTCKyegypYx+qM79TnG/NMfvdGrj/HSB772S9KINTaFoqYznDAxNIYojThRTWxjujZ5PpW1j+yFnRjP83q+cotLx+GS5iRuGvHA8P+BlvHmxfNP7U+95/MHPrnF8yLpp1v1rU3l+fq3Gu9dqvHiiwOmRDGNZ85EIznAUoAfY/JDOrXX4i8trtGwPhODffnSDt2bXBuXWWi+xOev3g4QQ1Drunhfh7TOBPTfkr50qkuHLF+RWbOXNAS2KwTIUvvvCFCCYX++w1k7KwZtZkW98UiYCYmJ6brL7FQK8IKZt+yzUukwVUg+sz3s/DRAOEgcxQ77Xcuf2No0mS/z5pSqltErXDflipU1KlRjKGIMAvPncHnSb53YoN2yq3WS8MGeqZDSFufUuQRQzkTMZz5k8NZnH9hOGcPygT/ghwd2U089PFwZzxbfa1J2fyvH6e4sDEuhIVme5meisv7aDkchOidLl1Q5BFPH88eLGrPsCZzZm3f2uR1qXubLW4YcfO3zn6fFD87zuB77SAXrzg9XseXxebhFGcHWtgyyBG8QMZTRajo+mSLz+3gLTxRR+GJMzv+wOGIpM0/b2VBbuZ+CfrbTx/BDbTwzhr1TanBlLM5YzOTGUvu1oSD+g9V8uVZawdIXT8s07yP6s7lrLZrnu4PghiCTbluUIy5D5aLGB44ecHE4/FH3ew4qipfHZjSafr7Rp9DzyKY0nxjI8Pp6968/cvCG7UmnTtH3ypjZov/Tv1fbsPa3LfLbcRAiQJUHb8QmiGIHgZ1ervHyqhCoLBDFvXizz9qU1dEXiifHsrhn2g8SFpQZTeZPJQgrb87GDiIyhUkhpjOdMgigJyYYiU2k7nD/28AlTPAjsRUTodn+/2++WWw4vzRS3ZOe30mPYns3PV3tIEgxb+uCZDKOYubUu89Uun6+0yRoKp4YtHD/GDx+tbdlXNkBfWKjzT//yGtWOSxBFhGFM1tSIohDbj3CDAEuT6LoBNgJZEgxndJq2v6GVGxFEEZW2kwzGyxJPTdx+EX5rtsI7c1VWWi5pPZmbDeOYcsshm1LJpzT+am6dmWGL7z43ddvP2+vL9erZUaptjz/7YpVK2yWKIRYx42mDsxNZUqrMyeH0A1eYetihCvjRZxV0VRBHMZdX23y23OTv/tqpO/qc3UiDlZbLeM4cZDr9DBfgLy6vIRBkDRVJxPx4dg2xYTEpSwJVStysul7AStPm7UuJY1Kj56PIErWuS8nSqXd9Xn5saNDr3o+xrM3CFqNZg++cG79jZad+djWWNXCDpIJlKm3W2i5dL5mBbdsec9UuthdSn3Zv6yZ1hAQHVcG604rS9mx+rePiBSGyEPz5pQoZQyEMIz5YbiFLgp4fUmnaXFppMzNi8WSUPTQbyv3AVzJAlxs2//Qv51hpOuRMjUrLoeuHIASqLJgppfh0uUkQCnRZJggT67hjBZO8qRGEEZ+VW9R7PpoikvEXU6ba9W+5IPTNLtY3yjKSkJivdpEkII5ZWO8xljXJmQolS92XHezm3/nuC8e4Wu3QcRO7wdGcwfGihaUre64A3A8c9j7orfDz63UmCzpLdZcoDsmbKgj4Xz9e4ZfP7K30tlOp+QfvL7LadnCDiOGMTiGlUe95rLVdZleajOVTaLI0YM++N18jjEJMVWZtI7NMqQJDFYgNJu3n5TZPjGcIohhJivGCmI4X0PNDLi63eOXM8L7wETYLW0zkTJqOz/ffvsb3XuGOgnQ/uzpRSvHRYhOArKlSt33yKRVDkfh4uYUmC/7Gk6MYqnKoSvRfRdxpf3t7wqErgo4ToSqJWIsThHyx2qblJCTZnusTxhADtbbDpQ0PgkcFX8kA3b/5OVNDV2UiSAbnwwjHj1FEYsruhQlDOoiSMQA3iJgZtjg/leef/OQyTccHBGdGM5ybTBSLdtu99RV1qh2XthMgmQqqLLD9EEUSpA0VQ5UwVJmzY1mieP9LNeN5k2+fG6eQ0pA2hPcBbD9AlaVDIQByGPqg97JBWG05CCQm8yaakrRB4ihipe3seWe/vVTthxHztUS45dljeRZrNv/+4ip5S6Vk6ay1HWw/ZjKn89Fyi0rLoeP5EMb0/EQXWpGkxB83jnmqkEIgoasybSfE0mR0VSG0Ymq9xMRifr3Ds05+X/gIm4UtgME/37hYvqMA3c+uNstq9ryQV0+XyKVULt5o8cyxHE+M5yhaGrWux7Vqh3/8kxZ//fTwQ7XRe1RwN/3tzQnH6+/O8/71BsRJi2a57rDSdElrEi03BASGKiEJWOsG2H7wSJmJfCUDdK3rocoSbNBINEUiDCO8IErcaaKY0YxGtevTdHxUSXB6NIMTRIOX/MmJHK+cGUHaMFWfX+/Qsn06bkC96xIjBot7peXw+nsLXFptk9ZkJCGotD0MRUIW4IYhWaEykTMwNYnZldaepBzvBuen8lxeaTNf6xHHCQu90QsGG48HjYNw0roT3OsGYTRr8OFinZJlDH7W9ZORkb1WKLaXBeerycTAUtTlwkKDufUukhA4nsDRkjEXPwj5aLnFZN6k1nGRBbSCiKKposmCnhfiR2DKEl4IPc/n3ESG63UbEECSjYZxhCJJieiEJu8LH2GzsEUfOUPlRvPOxrs2Z1c7yWr+4bvXKaX1wTv50WIjqRggDqXRylcB99rfjhG8eKLAp8stvlhtkdM1hiyNtuMhARHgRyBvrOXVtseZ0czBfaH7jK9kgC5aGmNZk8V6DyEEOUNhsWEnSlsjadwgYqHW41zOIBYSlqaQMxXOjKYHD1a/dOOHMR8tNjA1CS+MKTcc3r/e4MUTBWwv5AfvL3J5rUPGUPj/s/fnMZLm93kn+HnvK+6IvCqzqrKurj6q726RbElUUxRlivaMhTHtWRq7WK29EMbrhY0FFjPwGFhg/xgsdhcYwLMaYKHdNQQMxhzbHF+yOLQoii3K7CbZze6u7uoj68qsvM+4473f97d/vBlRmVmZdR/ZVfEAUrGzsiLeeCPi972e7/OM5U3cKKHmGGz2/EyPVpaQBIRJikCi40b4SfrAgmW/1b2TRf4o7AYPwoNgQd8J7jVB+Na5Cd6dbdD0QkqmRi9K6PkJrzxVuu0Oxc62YL0XcGGlRc+P2Oxk+uR+kmAoCmvtlJyhMVYwmNvqUbB0ajmD41WbnKUyu9HDNjKVJzf0kJAYKxikQnC0bHJyJA8SXF7vZSpPQuBoGkVH4xvPjt43PsJOYYs+Wn7EWMG8yb/aHzcb5+x07/pkuY0qS4zkTCqOfugIb08S7mW+LSGYWe1yreFSNHSmKhZeHFN3Q6JUkAqBlKSkqcA2VHRNOhRmIvcLT2SA7leRnSAmjBKCOCFvKIzkTI6UbEq2xtGyzVTF3tWW2alK02/dzG52MTUJhMRK02O6ZpMzdOa3PF45XubzlRbvL7bI6ZkhvSILSo6Bqctc3egRJikjeZORvEGYpMw3XH7jqdoDPUQycf7pB/b494IH5aR1u7jXBOHFY2X+/psn+afvXGO141PLGbzyVImybdx20tX/bDXckEtrXUQqsupbkkjIJC2jVCBJAlmWODWS488/X2dk24u4YOqstwOmyibdIKFqGQPHIVnOOjvfOjfB+cUWJ2t5Wm7WFsxkRR2Olu37qsD0rXMT/OFPZgG2Fc0imr2Yv/Xq/XUY2qmchsgYvZ+utjgz4vD9jz26QUy/WzBsdz887OfZvdL2bzlC6q/VtbyYOEnRVImZtQ55Q8HSFIIos/nUVAVFgTRN2WyHh6ITeL/wRAbo/arIvf6k/Q/VQW2ZfuvmD37c3mbOyozkdWq5rCpo+xFXNzp8vNxGCIGlKaQCWn6CLAVsdDNii2OoFCwNIeBIySKMU0q2se91Pw7Yy+b9leNlIsGuL+/5xYwA9DCctPbifiQIX39u4p50uPufrT96e5Y4TTlRc1houOS21Z7CJIUUcpZK24tIhGCsYFDLZSuBFUfnK6cqvDfXYDMK0VWZ33iqxkg+M5Xot3lHCybnF5v4UYGmF1K0NE6O5O578NopbLHc8hgrmPytV4/ed3/ene5di3gkacYnWW0FKIpMnKbISKw0fdbbw3b3w8DOkVHXj/jjD5e4stWjZGqcrDnsdb/aifOLTRxdIWeoNHsRq4mPJkukQkeRQFezxrYsBEISJEKiGz4+82cASTwAMtLd4rXXXhPvvffeo76MO8IPLqwMVJ7en68TxCkICUOVubLRZXari4JEIiCME/w4IYiyQ3e6ZpM3NDY6IS0/ImeqfO3sKKkQ/O3tJf4vMqMZ9u6aB7x3rcV40RjMIC+t9fjt50Z5ZqI4CMYvThVvK8N+UNfbP1B2JgiP4jDfOVP9//zkCl6U4EcxbT/hWNnCixJ6YcKvnKjwjadHWWoF5E2VIE75xWwdSYIzow5r7eCOPIq/qNg9gw744/PLSBJsdgNGchYCwUTRoJozODOax9KV4VrhA0b/fNzsBvyHC2ts9gIavQBJys7IF6aK5E2d16fLA+GS/pnxr95fxA0SJksWcZrw/nwbWYa8LrPSydzdVFkmZ2rYuoICxAJ+/6snDm2H8CBIkvRLIcRre3/+RFbQ9xM7WYrHKg4/uLDMctPH1hWWWz55XSZEpuvHSAgkBEGSUnF0coaGqiicHM0hhKDtRxjqdXb1/WY0P+xgv/f6f/jJKp0g3m61Zqzioq3y6UqH545cN+xYafuP7OC8V1LL/cTOav7seJ5L613KtsFESaBKMlEa8sapEn//a2cGMrTnF5u8O1enaKk8M1Gg4hicHr3uhPS4BmfYfb8qjsFIXqfZi4ligaXLjBVMcoZK24/umtfwRUqYD8O19kdGP/hkFVWRaLohqiwhSTKqIvHZSpdfPV3l46UW32H3mQGQkmlEyJJgsmSy2vZY7YSULI2OmwlIabKEqSokAiacjM3/uGAYoO8ROw/0i6ttNrsRliYTxiluGNHxJSq2jqPLxALSVDBha4wVTYQAb3tnT5Ctw+xs555fbBKnKZfWurvsAu+G6HJ+vsF3350nSQW1nE4QpQ+8zbeXcOVGCUVLZb3jkTPzeGFK0VCpu9fbUg+TEHYQbkZquR+CG7eLncnfs0eKbHQCGm7IRNGkZOu8dLS4S861f939Q1GWJK5udPjltSYNL9samCiYD+x6HzV23q8gTmj0IppezJGyRdHUyJsaXpR5Rt8Nr+EwrADeLg7LtfaTpqYbEsUpkpQ5XamyhKEquEHCZidgvJSNBneeGXlDw49SJGC9HXKkZKIpClNlnXNHSmz1loiTlFRkY6jxoslUxeIQNYXvGcMAfR/QPxg/mG9wpGSy2PBIgYKh0/RC6r2AY1UbL0joxQmGKvHxYhPH0PiNp0ZYa/v7tiDPzze4sNwmEYKiqRLFgoYb3vEifibMMkvLC5HIVlCWmz4vHS0/UFbrXsJVycrux2orwI0S2l5ER5Ko5a//zsM26rgT3C/BjdvF3rWirz41QqamLt20Iuofihsdnz/9ZA3H0MgbCmEs7vh6D0MVdrvo36+3ZtZ452qdkbxBwVSRZInLG12CJMHSVKZK9l3xGu6F4b/S9Pg3HyzwztU6XpRwdizP37xPc/j93qO3ZtaZ3ewSp4K8qTJdzQ3c+R7m+9dPmmxdZaHbw9IU3CDG1CSiOEXXZOpuyG89OwrsPjPGigZRmm3UrHZ8ukFMIlIMLQvmJ2oOiw2PvKkiyxLTIw5RLHj5aPGhvb4HjWGAvkvs96WY3ewxv+WibEsqdv0EQ5XpBAmzmy45Q8HRpIx1KMsgBJ8st3njVJXf/+ru2eBK0+OjpTZeFMM2iUrC41jFomDd2dv21swaiw2PqqOjqzJRIljvBFzZaGNoD85xdC/h6syow7/+sIVjKFiKTFuC5abPy1NFUiEemVHH7eL7F1aI0oRPlz16YYSja4zk9TsW3LgT3M2KSv9QfOfKFrauoqsSQSw4NZInSpPbut7M0GWdt69sUcvpnB3PfyF2iSdKFmXH4GtnR4kSwYWlJnNbLkII6t2Ar5wqMFEy7yrRuF2G/36s5X9/fplfXGtQNDUKpsrnqx3+uz+/zD/4zdN3/NnZ+fgSgs1exFTJuq469/4i5+cbHKvaFEyNzV7Ax0vLjDg6KYJGL0TAQ0m4+kmTG0RcXu9iaBKqpBCLTLlusmwyVbZ48+wYK02Pa1s9PphvMpIzUGRYbvgokkTZ0kgFeL4AIZhZa1O2DSq2gRvGSBLYmkKlbPDm2dEH9noeNoYB+i5wkBTjQt1lsxtQsDQUWUWRBEkKhpLZ4Bnb6mSKJGGqKqdHHV45vr+p/PnFJoYisdqKsTQFW8s0lC+tdzlZc+7oei8stynb2nZ7SUJXJRyhcmWjx6+deXAf5htUhMKEMyMOQpJYbYekEpyomsw3PKrrXU6MOLvmvYetevt0pc1S3cPSVXKGRhClXF7rDsYUhwX9Q/GPP1rC1hQ0RWKylCNnqqSpfEuBkP7n+8JSk14QsdULuLze5dfPZEzww7RL3P+MXN3oDkxEFpsuR8s283UPS5d5frKIF8VsdEJ+9+XJe9rJfefK5rbhSGb16scpFUcbSPzuPBtkSeLnV7e4sNSi5YZUciZ5K0tWZUnGj24vWdr7eneePe9c2aTlxYzlzYGZRL3bxA1j5jc9elFMy4vImyqrHY80hZ9c2qDm6Phxylsz6wPf9QeFiZLFf/G1M5wZzfFP375Gy41QZImqozFatPjO69m63Q8/XWO8YNH2YlZaHp+ttpGEoB0kVGyNak6n48W0/CzpH8vrnBzJM7PW5ljFfiAbCI8awwB9FzhIilGRMlONrh/RdCOCOCZJQVNkqjmdrW6AF6XghowVzawKO2DmmqmdKYzkdaJEECQJjqGRpCnpHV6vEFDL66y2sufRFIkwSYgS8UB3BvcSrsIk5ZvPTyBL8kDcxVBkNrqZYfzOL1f/IEpSwXrH46eXN/gffnaNF44UMqu7R/BFbLsRsiINSHyWrhAkCW03eqjXcTuYKFm8cqxMN4jvWCDk/GKTJBXMbbkUTI2SpdILEv7y0hZ/9YXxQ5OQ9D8jcZqyUPeQZWh7MUmaBZ7jVRtLy8YlEjK13N3xN/rP1d/JVRVYqHvEScpE0WK8UBh0FvpnQ5QIPlpsYekymirT8mMUJcTRVUxdQVNkwjhhre3f0XXsPXviVFCyVea2ukCOua0u78/XafYiqnlBHKcgMsMUP054ajTH1Y0uVzfgZC2HqSl8990FRgvmA/8+3Wz9cKcPdJym/OTSJl6YUrI1xo1sHXW6msMxFFZaLqN5i9W2x0TJ5Jvnxh+roLwTwwB9F9jb6rqw1Gal5bHphqRpSifM3FdAomyruGGmdKMpCgVDRddUEBIbnZDFhsuRA+aIqiKhKTJ5M9Pt7oXZ4VOy7mxG+/xkkb+Y2SBJU5aaAUkqsHWFv3IfWpW3qnJ3tmj7Kxfvz9dZa/skKSiSxJGSecN8rB8kLq13SURKx08QQvDxUpvRgvVI9lgLlkY3SPDDGF3NiIAizX5+GHG3AiH1Xsh6J5vtSVLmd+4YCk0vYma188BkaO8UfRLlz6/W6QQRJVMnb6uYmkIQp2y0Q0xVYanh0wpCzo7mubrRvevnmipZjOVNfvT5GrIERStznztasQcWiv2z4cOFBolIWWmENHshYZwSJilNL2Rct4i2yU13qqa29+zJiFQJa62AppvNaOvdmDBJaXshiQBHU1GRUUTCUsNHlbOxVpyKrONnag+tK3LQyGbn62q4IU+N5chpCq0g3lbki1nveEzINuMFmzNjOV46Vnrs1+SGAfousFuKMeT8YoOuH1MyVBqJQJESFCnTkTV1lecmbZbqAVMVg8a2HrNAUM3pXFzr8jv7fMgyoscGmppZW7a8CFmWeH26womR229xrzQ9mm7A7FYvO1RMDU2V0VWFr5yq3dN9uFOm6ItTJb733gIXltpUbR1VzpKOjh8RxMmuyqwfJCxdZqURYqgKOUWl6YVsdH3OjOYfeqv12SMFbF1hoxPQCWPyuspk2WL6DkcODwt3IhCyM9G6ttVjse4yWbaZ2+wBWRfGVCU2uw9fqWnvzJXt//+Lq1ukAjpBTNHUiNJMatfRFfKGwqX1DvMNl7GCyfGyzbW6y8xah7Kt8ebZO0vudjLjR/MGp7flJNt+1j3pd8L6Z8NqKyN+GqpCxdHp+BENNyJJsoq35cUUrUzR7U6wl9cxXbP58cwGC1u9jO8SxsSpIGcoqIpMtxdui3sIvFgAaTaCUyR0VSGMM9vcR+1kt/N1dfyYgqlRtDW6YULBUukE0cDgaLKcO9RclfuJYYC+C+ycrc5udgijlChJURSFbhgjbR8geUMhb6hUHZPNToQsBEGUkKoyQZSQNyyOlOx9D4qJUjab+e6782iKzImazWjeQpGl2z4g+wF0vRPy4tEiyw2P1XZA1TGYKGp8utK+p9nT9Sq3Q8fP1ldGcjefUa51fNwwxg0TjpQszo7lUWT5hsqs4uh8MN9gNG/ixpnXb5QICttf4EexjtWvSJ85UthVkd7pIfsw8eKx8m0RwnYmWkGU8u5cA02VOVF1WGq6tPyI6YrNK8cr9z0pulkXZvdMF96dayIE/MqJCi0/putHOIZCnGamNx0/YqMTcHY8x3onpJLTiZOEq1suhipzYsTh4lqXKOGOOjA7A0jeVPHjBIRE3sgCZX/74LpMa0TfjEeWZb50ssrF1Q5bvZC2H/P0+N2xuG90h0oIwgRdlTNnPEnB1gUVJ1OV6/gxXpwwkjPRZOiGESlwsmYTximpEKjb8q+PEjtfV85QaHohsizz62eqNN2MPBolCkcrFkdK1mM3az4IwwB9F9g5W72y4dILIjrbqk66khGx4lQwXjQ5M15gvR1kvtESfPlUjaqj42/vaZbsg9ujLx4rD+QYb4cotfega/QyZak4FViqgizLTJYtbE0hZ6q8fWXrnpSlZjd6zNddBLDadFlp+8Sp4PRIfnCdGRt4jZ9fbbDYdElTwXNHCqy0AvwoIQVk0hsqs/6qSNMLsRSFXpAMlKDudo/1XvGwJCsfNvbONY9WbH7jqRq/mG2gKQqnR/OMFgxUWb7vDNlbdWF2Xtula91svCMJ5us9KraOv63HnKQx7SBlod5DQmarGzJeMLA0latbPXRF4oXJIs62UMmdrhztFSTqK7W9Pl2msx0I+wTHbzw7xvvXGiw1XTRFZrpqo6kyz02WOFax+XtfO33X92svr2O17fFrT9XY7AacX2hRtDTaXsRax6fjb/tkawqKJCFLErWcThgLgkRgaFDN6Zia8sj1q3e+roKp03BjnhpzmCrbgx3nw7w98KAwDNB3if4H5U8+WiERICWCbhQjBKiKjKVmVbSjqeTNhF+ZLnN5o4ejb99ykS3s97Psmz3P7exY9nc/q47O2fECXpjwztU6b5yqkjc0Lq52MNSM0etG8T2TZgCaXraTvdR0aXkxpqrQ3p7F/V/+7QVeOVai3g2pexEdP8LWFVbbPnNbHidrNg03Ym6zx6kRhzdO3ah1/p3Xj/HddxeQZYkkTanlMx/rkZz5yFpct1ORPmocVJEe9PO9c816L3tfHUOh4mgULe2BVS232i3eeW2dIKKwIR9sAgAAqsNJREFU/fdtP2KsaKAqEqstH0uT2awHyJJENWdwpGix3PIp2hoTsYkfJay3A5p+h7yh3TBSuRX27qS/Pl0GBKngBlvOiZLFN58fZ6Xps9H16fgxhiozVbKZKN25g9d+17LXYjNnaHy81KYXZiS2lhviRQm2rmJqMq9NV/HDhKWWR9FUOVpx2OqFKLLEd14/eigC387XdSsvhCcFwwB9D3hrJmOQhlGCGwsE2+FWpEiyRhAJBIKvnKxs+5pmLldtP1MFe326THqPqjf9CmR2s0vNMZBk+GixxUtHS1QdnZnVDs9MFHj32hZFUyeMU1RJwosSXpgq3PXsaaXpMbfR4/xiCy9KMqU0XcULU0xNJk0Fv5jNRBmmqw4JgpyhMZqD5ZbHxdWUsqMRJYJKbv/dxZ0dhJ1rNHe7x/ok4KCK9MWpIucXW/tWqjttGtdaAevdgKqjcbKWY6xgMrPWRuxIJO/nfb/VbvGu1vK2shTSdfGN1dYWJ0ccTE2mmje4tNZBkyXWuj5pknJ1swsiSyYNVUWRJEqWxrtzDV47Xrqja72TnfTMB36NM6P5XZru97NS3bs3/NJUgZ/N1lnYcukGceYZHqWDd66WN+gGMVMVi2NVm5eOlQ7t9+hW9/qwrWA+KAwD9D3gwnKbvK6iqAp6KkhSmSjOfJ1H8zqyBJvdkKfGsqm0FwqQtr8uksAL03vOqPsVSJyKTDVJkoCYua0uZ8cL/PTyJpoic3Y0z3zDxYtSnhkvcG6ygKZc1/2+XfSr9R99vsG1eg9VzpKQphdT74XkDRXdUlhpe3hhgq7IGKqMY6hESYquyiRJur3mpWKqMjfLUu5GqONJxo0rgILZzS4//HSV06M5npkoDPZl+7+/06axF0Qkacpi3WNq22lIkSXaXvxAhEpu5R62q7VctXh3rjGYQWuKxIkRh5qj8fPZOjkjY1V3/BhVllB0hUY7QpUkNEVBVWCy5KCpMo1eRN968kHgfmu67yXKtdyIT1Y6A9vFlh+SpqBLEkEicHQVXZMJopSNdsDMaotTo3nylsbvvXHiC/2dWml6fO+9hcwTOhFoisSl1c4u2dvHBcMAfQ8QAjZ7AY6uoskSqqIQJTFtL2atHXC86vCrp2sYqsznK20urXWZKJsZwciLuLbp8ftfPXFP19CvQPrVhaUrg1azocq8caqKpSscKVvEQnB2rMBk2bor1a6d1XqaCqq2weVelDF8NRk/zvS2/VaApcpYpkoqBAsNj1ePlVnrBGx2AxxDYaLoMFY0eeloEU2RD5X4xb3iYel176dY9ZOLG8hStvpVtnVmN13iJGalndkvXl7v8etnqpwcye+qVPs2jZfXu5iagpTCn3++wUTJZLJksd7xkCWJjW7AUtO9b4f8jaSn3Z/Lva3lrOrNWMmWrgxsCsuOwc+vbnG0YpMksN7xWO35yIAkw8uTZSQp6wMYqsyvnKiQPmDR5vuVXO5HlFtqehyv2OQMjTBOkSUI05TLWz0qtoqmyPSChJKt4YcxVzddpms5vvP6sS/89+ytmTXm6i4lS6doyfhRpkPx1szaF87F6lYYBuh7wPOTRT5b7uDoCroKXpgSJdl+ZJYx1wbtuzDJZqhFU6cTRBRNnVMjOVbaPi/e4fPuXYnxo4Tpms2HC5mP8k7jjZ3Vzr3OdXZW64nIHLnKXY31OCFJBSIVJEKgy6AoEmN5g6WmjyLBVi8zeVisu+QtlSMlk+enilQcg1SIR26Qcb/wsPS697ayFxsuf/zhCo6R+ecGccpPLm1QtDS2OhGWpmLrClECf3lpk5KtoykyFUdndqNH2w/pBgmWptD2Yyq2znLb266+Opiagn5cYSSnc22rxz/50SWOV2xOjDj31F68nUrzoEDX/zz/eGYdCVhouBwrOziGQj7UWCfg2ckCqy0fgSBNJV46mn3m+u5eXwTsR5Rbbfm0vYiRvEk1Z2CoMs8dsfmzz9YwbR1ZlklJ2OxF6BJYhso//PpTX/jgDFnnsrgtaHJ108ULU2Tg57P1YYAe4jrePDvKO1e3WGl6uF6CrSuMFkzCOCFnakzX7MHvZu1dhVeOXz+k7yYw7W3vhHHKpdUuv/ZUjRemCsysdg70/r3bjL5/EP7gwgoTRRMJCU1SiBKBocmMF02k7d8LEsibCnlTo2jpxCnZekcQMV40eeN0lZMjOY5Vru8OH2aDjDvF9y9kreK+elf/z/ut1723lb3ZCSk5WYXlxymWppAkKXObLnlT5emxPGudbJvADQWfrbQ5Uctxsubw1swGipyZmcRJthObpulAwS6ME+I05ZfzDQqGiqJIlBydth/iheY9t73v5nO536zd1lU6fkiUqjS9iNOjORxT3e4oxWx1AxYbPU6N5KjkDL79ytRdXe/DwM4k/JPlFs9PFsmjsdr28IKEphuy1QsYK1g4RtYxm1ltM5I36EUJURKhyTJ5PRNt2Tvn/yJDCOgGIavtbM/c1hW6QcRi3RtIrj4uGAbom6BvGPDxUgtJgnNHCrsEDiZKFn/3V0/w3Xfn6XgRcSpQZZmmF/Lq8RIV5/qXQlNuNKW4m8C0X3unE8RcWe/w3GSJL52s3lfCxM6DcLxg0fYjun6MrGQew0kqUCQoWia6KmPrCm0vRpIkNEXi3GQRL4z5+jNjfPPcxODxOtuevIfdIONO8flKh6aXMWgdQ+P0iMNIzril/vWdYi+5KuvKaHSCmJeOFpnbdFEVmV4Y8OqxEvlt9bnPV9t4cYIiS/zuS5OstH2eGstxeb2HH6VZ56NgZC5BukLLi7L1QVWigMZyy2eiZKHIMt0guSNHpzvFzdjof/T2LPVexEjOYLpmU3EMXj5aZmatwyvHyvzyWgNdlfDClBM1m0+WWmiKRDfcZm7fKzvzAWJv8qErMu/ONTg7lmOjEyJLEmVbY6MbMLPW5mjFxtEVtnohv/3MKP/u/CqC7CUKkVk7/tqZ6mMzRnp+ssi/+WAJU1OIk4T1dkg7iJkoGI9dm3sYoA/AStPje+8vMrvRo2Rn0pzvXWuy2Ql3kRH221WeKJicX2ztCkKVnAGpuOfA1G/v7NSDniiYBEnC3/7S8ft+H3ZWaidHHD5caJEzVfKmQsnS6IUxpDBVNjBUm24YEycep0fzVHOZveROcZX7TZ65F9xvJuj5+QbzdRdFkSiaGn6c8MG1JqfGckxX7Vs/wB1gL7kqb2i0/HB7vGJQcQxG8gZ/9tkasRC0/ZDFpkfO1HimUsTRFc4vtugFMadGc+QMlblNF4SEoysUTZVqzkCSMyeslBQ3TFAVmYqtsdRwOTueBx6Mh/e+hjTvL6JKgs9Wu2x0Ak6P5gjilA8XWrx0tMhk2cKPEixdQSAQQuKloyXmtrpU8wbVnImhyrxyvDyQ5jyMAWvnd67eC0lSwZWNLjMrbaYrNltepl72/JEia52Aq+td/sarkwCYmsqzR1zWWgG9KMJQFJ4ay/HckdJjM0Z68+woP/p8HdcPWe9F6LLESM5gquLwztX6HavEHWYMA/QBOL/YpN4NKDsalpbdJkmSqLvhri/2QYd8P2j3g1C/nXavgUkIrjPB+5DEAzMp312pSSiy4NqWixcl/GcvT/F/+sZZgMEq1Hzd5dfO1PCjlPVOsL1neey+tNrvJ3YaLay3Az6Yb/LWzAbfef3uhUe+f2GFM2MOVzdcgijFUGUCOeXiWpf/w2+cuq/Xv5dcVcvrXNtyOT2SH1h3KrLE33njOD/8fJ3ZzR6WJjOat5BliWcmMhb/UtPd7uRkQX265vCzq1ustwOkbZZz1dGQM1FugighjAV+nDBdzeQuH8SIYm+QurDU5OOlFr0wppYzWGv7zNV7TBQsKrbGhSWJl4+VODHi8M1zE4P7oykSbS9CVxT8OOHseG5wzw5rwOp/565udPnLS5skIpPnvLreZW17Bc6LBQtNj5Kp89x2Z++tmTV+PLNOEKecGXfIGzpelPDS0eJjNUaaKFl8/elR/vSTVUbzMiVLy1QWFbYTz8OZeN0NhgH6ANR7IVGSUtSvf6hNTablJYPd4VupIB0k4XkveH6yyLtzDSRJwlSzQ6fpxtvCCfcf/R3Z2c0un692slZ30cLRsxk07C8wUO+Fh3rPsm+0cHk9M5EfzRs0vZDvvjt/184+a22f0yN5CqbGlY0enSDG0VUKpnzfWdx7OxFHShavfrXMStu/IQF8drLEH/z4Em6Y0PBCHF1mbqvHsYpD0cqkUyELWv3VpY4f0nSjrGLO6UhCYqsbYOsyYZIwXbUp2douFa37ib1BaqPjIYD1lk8UC4QQpIlgpeVhaTIfL7YYKVyfK++8P6nItO/7BDE4vLyH/m7zTy9tcHXLzToitk4vSDD1bKXq8mYmuzo9ViAWKcstn++9t8BUxeaNU1Xev9bk06U2zx7J88rxMpoiP1ZjJMiq6LevbHEir2NpmfSqF6a8MFV85Lri9xPDAH0AKk7GcvXjZFBB+1GKplzXrX1rJls5ilNB3shIYXcqIXinePPsKJu9kHo3oOWFmU73iPPATMonCib/4hcLrLQ8BIKuH7Pe8vlPXprc97Uehur4dlDvhay3AyxNGYwLSpbOese/6/dvrGDS8iPGizbjxayl3XADcsaD+Zrtd6/32wiYKFmcO5IldlNliyhOmVnt8M7lOs9N5vmbr9ZYaftcWe/S9LI2+cmRHKYm0+jFfLbapmAqPD9ZxDFVKrZOLW8MEoGTNWfApr6bUcF+XaiKo7PYcPnLSxvIkoSiSLTdGEmS8cMYYzup2nLDLEEpWtQcbd/P4vVqWh50Fw5jwOon/GMFk0+W2gRRQhvQ5Mw5zVSkgTUrElxc7zBWMDFVmbobMla0mK+7GJrMs0fy6Kq8r9LZ44CJksUbp6pcXOsMpFvPjhXQdtjBPg4YBugD8OJUiUvrXWY3eghbgJAGhgEvTpVYaXq8c7VOzTEomCp+lM3CXpgqPFC/3ImSxbdfmXooKjorTY9/+csF1jo+LT/C1mRsQ0FVJBYaPaZrzqFtE94KmRlHk9H8daKVHyfUcvpdZ+B3a+/4INAPerMbPZpeyOxml7YXE0YGLT9ClmQMTSKMU84vtnhxqsh6O2C8aBLECXObLp8uZ1XY158eZa3ts9ULeXkst2vGd6eOZvtd50HKZ2/NbBDECTXHoOkqhElIJaex0fEJtsVuVEXB1BT+yrnxA3lfh4n3sBMHaefnTY3RQqb61YtiumFM0VLJmxZtPyFnZKuOtq5Q2NYaaHrRwGO9YGp4SmZn+7V70No/7Hjz7ChRkqnKPY6EUxgG6APRD4Q7WdyvHS8NDqcfXFih6uhIcjab7mdtD8Mv92FUqf2D8+pmj/GCiSpL+LEYWO5dq3u8ckjbhLeDvp1n0wspWfqgRTY1mrvr13RYzDT6712SCubrLrIMjV5EwVR4d75BnGQazZMlkySFvKny/QsrPD1eIEpSPlpsI0sSRUvhw8Ums5s9fvPpEX7/q6du+NzdSkv7Vjjo36+0fY5XbOq9gJYfU8lpuGEMCBIBSgqpkDBUKXNyuoUq335jmLut+O8HfvTJCv/0nWt42zP1544UuLLRy7Tz0RgvWOiKzHLLJ0lTEBBuK4Q9PZ6nljcRQtD2IzRFptnzqIxm7d6uH7PYcOmFMX/09uwXXjnsIBzWxOt+Yhigb4KJksV3vnSc7+z5+fn5Bv/jz6+x0vSo90JMTWGsYDJVskC6fTvIw4z+wanKMpJMJobRdNnqhtTyGlGcfqGz1cyMI7PzXO/41HI6U6O5O7Lz3A+HwUyj/95dWu9gGwqWpqKpPa5ueaRJSk5XKdk6m72IRPQI4gprbZ9Xj1f4cL5JmgqWWx6WoXJEVZgsW1yr+/s+104SYb0XMrfVpe1FpCIbj6y0/Zt2em6mxX1ixMHUFC6td7H0TFTlP17aRJcz3e2qraGrCrWcwcxam2+eGz/wnuzsKFyruzw1lhs4Jd1v+dL9sFNdThLwyUqbWt5gPG/SixL+8uIW48VMO7922mS6ZtP0IiqOhhsmdPwYIQRff6ZG3U3wwmQgSFTJGSw0XEQKHS/i4noHgNMjOeq96KG8vkeFL8pI7W4xDNC3gZ2tqLYb8ovZBm0vouVGKLJML0zY6PjUexF/7dzj8UXoH5zTVZtL611yhspE0WS15bPVy3bCv+hf+ju18/yioP/e9Y3vAXRFphfEqIpEJ4yJt3dky5bGzGqbsYKZtQiDiJYXYKgyIGFr0vZsPti3Ku6ve0WJGLRYdUWhG8T84U9meXW6dNNAeDMt7uuGE7mB1OhY0eR0zQEJemGKo6uM5g0Klnrg+7azjd72Q4Io4cefrzOS18kZGn6U8P58nbGCScnS71kdbS9+9MkK//1fXEWVoWLrXN7ostUNtztwMjkj00jo+DGSFG7bROqcHs28q8+OFSjZGpudgKmKzVSc3CBIVHM0Lq51mdvqYesKU2UbVZbJm/ID58UM8eAwDNC3wN4Z2Q8/XaMbRPSCjPkqCZCEIIhSJsoGTT96xFd8f9A/OM9Nlmj7MR0/IkwEE0WLV6YrAw3kLzoexwz8etDL2K1JAistjyQR+EmaEYc0ASLl6maPIEn5h187zVIrQJUlWn6MramEScJkzcGPUqrO/rP5PgFrdrOLqUkgJPw4wdAkNFVlsxNyrOIc2Pq+mRb3zhamocm8eLTMK8dKmJq6K6DfSrbzrZl1Liw1WW0HzNddVFmimtfZ6kWZL3kYk24/f9uLMTWF9fb9qTpXmh7/9O1rmJpMydLpBDFrnQBJCC6vd3lB1zB1BUdTWO34fPPcBJauDJj5v3Nu4obWvBclNwgSvXl2jCiBbhAzkjMIYoEXZWtlt7tS1n/8nc5x9ztZGeLOMAzQt8DefczFpotMtlJjqgpIme50mKQYiszl9S7/t+9/+sCNEh40+gdn3lT58skqM6tttnohXzlZeayEAB5H9N+7kZzJhwsNlpretk95ZuiiK1Kmp55IiDSl44X88PMNvvH0CJoCHy+2UKSEkzUHRZbxooTJsrPvbL4fRP/gx20kJAqmzNnxHB8vtSiaKp0got4LmNt0afsRArHrwL/VHHFvAtVPmGF/c429WGl6/Ojzdbp+RM5UEUJsr5UJJEliuprLOmGKRNk28KKYja7PmdH8fak6+wF1LG8QRCn1boCuSERxliwtNntMFm38JMHS1Rvkeffe65v93TeeHWOp6bLRDRnJGZwdzw10x2/Fq9ipC7BQ95Bl7nuyMsSdYxigb4F+u7DeC/lwoYmpyCRpZtQeJCkVWycVGbPZj1PWWj6nx/IP1CjhYWCvi9D9lhAd4sFh53t3fhHyhkrN0fhsNbOOjKI083eWBUUjYwwrMvyb88u8carGr5yocH6xxWY35GjFZrLsoMrygbP5iZLFr58ZwQuT7UQ2YL2TyVCaikLHi6jmTHRVQgjphlb3nXQx7pQYdH6xSZJkr7feyzpfXpTSDWJ0VWE0H2VGNlZWkfed4II44b1r9TsefexlZs9u9BhxDNwwpRtkhK6RnMlC3SVvKOiKzHzDpWBqfOf1yXsir02ULH7vjRODxNox1H331PdzQfv+hRXqvYi2F1GyNKo5874nK0PcOYYB+hbotwvntjKiyrGynXnSAmGUzZ41VSFvqFzr9hjN6w/cKOFh4XFs/z4p6L93/QRTliT+4uIaVzd6XNno4YUpR4om1ZxOwdJQJInFhsfFtQ5fOVVjJG8ys9amYKkc2d4l3vtZ2O1RDJudAMdUubTWxdYUNmPwRcJaJ8DQFRRJ5kTNZnazyx/8uM2vnxm5q6TvTj6X9V6IrkrM1yMUOTOoUWRBGINIUzY6IUVLJWdkAdqPE0Dw7lyDwvZYa6nh8dbMRY5VbE6O5A685v1Wxq7VXaYqJucXWmx2fSQp0wfXNYWxgoFhqJQdmf/tl4/z6UqHT1e79+RxfKsE5iAXNEkSHKvYLDVd3DDG1DNXtPa2NPEXdZ3yi45hgL4F+u3CjU6wLQgQM1o0kLrQckO8OPvCFyyNME3QZIWOHw1mZEVTu+9GCUMcLtxvTe/7iZ0krOcnyySphCxJrHV8JssWYSIYzVssNHpUbJ04FciSxNFKphRm6QrfPDdxw+PuF4yQJT5aaDDf8PC3pU7bbkzBVGm6Ea8dLzO76WJqEhISXpg8cIZxxdEJY0Etp7HRDdFVBRFDwZCpFQxsXSGOU2xDpeEGpCmZdaqAIyWL/3hpg89XOxiqjCrLTBStA695v5Wxp8ZyXFzr8MLRAn/ycY9ekKBIEserNidqOV44WuJIyWK9G9w3j+ObJTB9Bb1La106QZSJ9egyXiQIkpSSqdMLE9Y7PqpikTfVQ6u69iRgGKBvgZ2znY8WW4RJQpikRHGKLMmULYmRvEGUpqQJ+HHMta0u5yazirnlR4wVDt7PfJg4zIHksOB279F+azu2rvDzq1v8yUcr+9p9Porr3knCKtkaZ0ZzdIOIlhsSxCknRnIoCrT9mJM1h7x5/UjYWznt9SEfL1i7glFOj7iy6eLoyrarWUTLi0gSwVjepOGGWLoMIptVP0gnrP71NnoBK22fNBVIwFjeoBMkyAgMReKZ8TydIGa8YHJ1o0cQp6x3fEZzOj/p+ogUCtvGJz+7uoUbxhQtjbdmJL6zx5xmv5WxqbKNHyUsNz1GHJOSJRjJ65iqymLTIxWC3zk3wR/8+NINJjhCaFxYbt/Xe3J1o8tC3cPWVWQkrm11iRNBzlSxNIW8nfEGtnoZSWyqZH+h1ym/6BgG6NtAf7bzf/4XH7DVC0m2BQOCKMCPYLXlc6TkMFW2aLgxV7d6HC3bpPDIlKT24l4Vn54EnJ9v8N13F0hSQdXR8aOE9XZwwz3aKQTywUKDphtxZb1D2dY4Wskxkte5uNYhSsRN7+/9Sphupsa10vbpBTFLTXcg4fnNc8+w3vb57rvzeGGMk9M5UXWIEjEwwIDdetV7n+OD+SZtL8Yx1MHvrHc8gjjB0RUavQhNUag6Glu9kEsbXUxNoWTr98204mb3b+f1vna8zKW1LtfqLgI4VrEZL5hUHIMzYzn8KCZKYKxgcXGtg0Cw3Pap2BlzfSRnsNUL0FUZN0wo2RpvX9m6IQE7aGXs5EiOxYbHr5yskKYS6x0PN0oomCqyLDFRsh6aCU7Li5DlrEswu9XDUBUECcm2N6WhyBQslShWOFaxmSiZw0T+EWIYoG8TEyULRZHRVZluEmOqKrW8ScuNUBWJ6ZqDG8UcrTpcXe8ys9bh5WPlR6IktR/uVfHpccdK0+O7786jyBJVx8CPMiON06PODffo/GKTJBVcWu/SC2Jqjs7clkvLjzhSsrN1nW194IPu7/1MmPZ7bxtuZvzxpRNVTo3mBmzn/mE7UbJ27YAfqwg2exGaIu2rV733OUZyBi0/EyapOBUANruZjnfbizP9bBl0RckqM0NloxdQtLX7Ylqx0vT4pz+d5fJah14U42gqv7zW4O/8aqaadf096uCGMboq89RYjvV2gBvFLDY8xorZrrimSORNZSDscqKWY6Hu4YUJpipzdbOLLMk4hmCh7lKyNGo5/Y5Wxv7y0gYIiZypkjMzm043iAmSTBb4YZnglCyd1abH1c0mUeYikpH7ChqVnI4Q8KUTtWHifkgwDNB3CEXKTPiCOCFJU9woRhcybT/CUGVyhsb/+ivTpEI8EH/mu8XNFJ+GGfL1oFt1jF3SrevtAFPbvWNb74WsdzwsXaZoaUSJQJJAFhLr7YCJsjRg0R5UHd6PhKlfQf7gwgoTRZMTtfz1arYdkKTipo+/3wrTQeSindsMc1tdVtveNsFK46WjZZYaXiZLmQi8KMIxdII4RZFgqmTx/FSZwjYZ636YVvwPb8/yw09X0RSZnKHiSSm/mK1TsTX+3tfOMLvRY77uYhsKE0WbME75dLmLpmZBSlMk1toBv3l2jE9W2tuM50zYRdIkjpctljsBji7TCWKO5E0sNdPAvrze5beeHb1hL/xmBK1zRwq8d62ZBWAtmzG3/IjXjme6/pDJdjbckLKlUbS1B2KCU7I1wlQQpQJFklAVGUXOEoowFghu3vUZ4uFiGKBvEytNjyTNZkOpECw1fFRFwjEURCoxv+Xy+nSZl46WDqWjykGKTwIxbHXTD0BZ+zVOBOsdHzfI+AbHqzeqZ30w32A0bzKat7i62UUIga7ItPyIUqhzdqwwqA73a8XeTOLydrCzAh8vWLT9zCzhpaMlIAvEmiLx/nyd6WqmLx7EKe/OHbw6dDNyUd92tC+7OVG0SQVsdEI+nG9Qd7NgM7vh0vZjvChhomjihglRKlio95iq2Pzqqdq+lph3gpWmx3/4dG2QECepoONle85vX9ni733tDE0vRJYZaFMvN32QBJam8VvPjFNxdDp+xErbv0HYxdJUxksWCRIgmCyaqLKyvQ9uMZY3WWsHTNdyN1zbQffwzbNjbHZC6m5Iy0vQFInpis2zE8XB+/hbz4wOFMKeGsvz7EThAWiGC2xdpWprdPyEIElJU6jaGq8eL2PpyhN9Dhw2DAP0beL8YpOyJXNhqUcQZasYaQpCkhnNaZydyDNaMNAU6VCSKg5SfHrpaBFNkZ/4VnfF0QmilA8XGqx3AhxdJasnYLMXbVc52efgo4UmHy22MNUOR4oWJUul5clsdQO6YYwqQ8sLyJsa33h6dN9WtqZwoMTlrbDS9Pijt2ep9yJGcgYVR6Ptx0iS4OPFBr0wRYhss2BmtcO7cw2OlS3cKGG8YB7YUr/ZTDczF7mIIm+3YKMUW9f4+jMl1to+XzpRIW9qTJZsVBnenWtwaa2DqcqMFkwURWasYHJ+sXXPyeD5xSYpYCgKkiShKhKQtYyFkSXG/Vb7ZidgqenS8eNtJrY0SGRKtsZmN+BrZ0f53nsLbHYy1y9LVyhZOq8cL/LTy1ucGsnTDRKOlAxq/f3gTnhHmu0TJYtvv3b0hvu7s5OSR6N22qTjR/hRzE8ublB3Q5peSLMX8S/fW+C3nhm7J/Jh041J04Slpo8XJjiGjKoq/GKuSZwK/u6vnbyrxx3iwWAYoG8T//HiOucXOxQtlY0kI5VIAo4UVL58ssZS0+PKRo8Xj5YPpaPKQYpPFccgFYLNbvBEs7z7us+GqmBrCl4UI8sSX396lFrO4K2ZdaJEkKSChhsxXXUy4lGSMX9lCQqWiiYreHFC4sLp0Rw//HyDs2P5G1rNfpRsK1rdniJWH/3KuU9eCuKUuS2P6apFvRfxy/k6544UOVIs8bOrDRxDo2AqfLrcQtdUXj5aRpakG1retyKa1XshfpgMdmPzhsbZ8RwlW+ejxSavHs/m0BXH4MunasQpfL7WpuYYWLqCBNvtbWnfZHCvPWaf0HaQwcbRksVSy0eWsxatEBkT/cXtDkLmZ63w89k6ichYyroiU3UMLF1mbqvLGeX6SAA564YdLds0vGiQzPyNV6YwNYUoEdlYyI9QZYk3Tt35d3y/6vrHM+v7dlL+4uI6iiyjyRKbnRBZkvGCmPev1W9JPjwIK02Pa3WXrV7E6dE8LT9koe5hISjZKqamcH6xxWjBfGK+94cdwwB9m/h4qY2xnVkHcUqSQpymuDGMFExUVSJnqPvujB4W9BWflpsem52Qj5da5A2NWl7H0uQnmuXdT2A+X20zUTIpWNqgNZwKwbtzdV6frgyIRNVcHkOTuLTWGxB7irZKIuDsWCFT7Ioztux6x+NoxR48l2OoeFFyV1Z5/YprJJ8FZ0vPvsJNN+bseJ5OEPGVUzU+nG9yaiRHO4hwg4RYwPNjDk3v+tx0Z0v9IKLZ/++ns1QdnShJafkxQSL42tmRAcmrs71GuLMbMLfpkrdUJgoW5yaLmThHlIn9HKs4N7TZgRvsMa/LTN7Ioq84Oi8fL9H4fINwW1gkEdm8/W9ub0xkCVdAwVQ5VXPY6oZc2ehSsFQMRWajEzBesPjyySrnF5tMlSyeGS8MnqOv771T8valo+VBInWz2fBK09tlUztVMinZBmL72ncmHQcxv7e6IWdG86y2fExNRVdltEhirRvyxm2aX+znN/3UWI4rG110RSFJBEVLRZFlXjleQQgxNNY4ZBgG6NtEmAg0WSJOUlRFJkpiJASpSPGimDTNyCeHHRMFkz/+cIWSo1I0NVp+yLUtl+cn84wVrXsiLX3RMVGy+OpT1yUrIavWPltpcXk9656st0PGi9leexSnlB0NTZZByrSdTTlbozlRy9H2I6qOfsNcud/KvhultusuYzk+XGgCWet2oxtgGQqIjFOw3vaZrtqMFPJ4UV8ZSh9U7TuvY+fj9nWzO0HEtS2XzY7PyOkaRV0nSgWfL3d4b67Bbz07NghW3zo3wfnFFpAF/Y1uZrpxvJoZbVi6gqkqrLZ8VlsBRWtvu1+6wR7TCxPmNl0UmRtUx/rB9zefHuHz5S5LTY9EJLw0VWCl7TPa9PbVpj416tB0Yza2E6J+4D+oit3sBncsLbrS9Pje+4vMbvQo2SrdIOYHn6wzUTB58+nRG8RZDmJ+V3M6SAI3zoxLMggkcXtchf06Iu9crfPGqSrPjOdZbvh0wpicnlXOmiJhqMpQNeyQYRigbxNHyxZb26xNRZawdZUoSdEUGUOVmSplO4OHHZ+utHEMmYW6x6Lkcbxi89p0mUvrHU6O5nf97uPwZT2obX87wh5BnDGDJQmeGs3T9mPWuwGaKlPLGbS2Wb9RnIlg6KpMmKS4UYIfpYPuRNPLLAQdQ2Wp4fHBQgMJ+MtLG5w7Urgj85GKo7PYcNnshPhRwlYvQJWg7OiQCk6PFvhgvsF6x2e+4XKkmM2cXz1WZmatQ8FU92VQSwj+7NNVZrdcCobGZNlkuekhS4IkEUiaxEjOREwIVlreDcGqv7KV/VxjvGDhGAofLmSBW5BSd7N7/cxEYVeb/d25Om+eHd1ljxknKZ+ttnl+srCv6lg/aJqqSjmnH+jvvFebuhfEjBfNXVX5zSwv4c6kRc8vNlnY6tHyQupuQMuNsTSZKE2Zr/d45Vhl8Hv9x/3Gs2O8NbPOu3PZZ+3ckQJPj+W5uN5DkSTCOEWSoBcmnBnN3xZXYb+OSNXJ/KbPTRaJUxBAlCZoiowXpruIjUMcDgwD9G3iP39tiv/2zy5TtFVO1GzmtzwE8J++OMGZ0fxgx/QwY6Xp8faVLUbyOs/nTfw4wQuzCkeSYKnhsdH16fgZo3UkZ34hko6DcLO56vnF1oHt/P7h/+5cnaKl8sxE1vr8cKFF1dG4vN5mqaGy3g7o+RFCgCRnI45GL0AIiXovxNEUHFPl1WMl/ChhteXz2WqbMEo5UjZBSLx3rcnV9R4nR3P7tkD3QpPg33+0MvAWtvVsPWayZDJetImSFFmSKG+zx+u9kGrOyHb1Kza1vMFmN0ACNAX+9QeLLDc9rm25rHV8SpaGJMGl9S5RnDBeMllvB+RMjbW2x2crbTp+xLWtHs9NFPZd2erfd02ReWGqMGAmF02V16fLg/Y4ZEmgJHEDi3qp6VIwVSRkJBIurXXZ6GaEr99748Tg+X5wYYXxonlg5+d2KuCb7S/fKWY3esxu9ihaOramsBoF+FGmNrKTc7A38Y0SwevTlcHzbyYhIzkdVYbZzR6mpjCSN5iu7Vb2OijR3G9L4Ox4gR9+ugqAF0a4YUi9F/Hi0RIvTBUPLcH1ScYwQN8mvv5cNlv+5+8tstbxOVqxeG6iwFTFwdKVQ0cM2++Le36xSS2nZ4eeJGFpKhAzs9pmqmTx3lxj0Ppebnr87EqdL5/MMv67IYw9CtLZfnKUUZLy4XyTTpARfC6utXn1eOWmh/peowmAl44W+WixScON8TWBEAnLzZBa3uSZMYer6z0WmwGOJqOpMlbRwtZVDE0lSgQlO6tiZLl/77PA9N61Opc3e0yWTDRF5tJ6d1+/7ZWmxw8/3+BYxcKPUjp+TC9Kee14icWmz6nRAh/ON6nmDKYqNu3RbHxhqDJrbX8Q2PZaCy42XKIkxVIVukGCLIXkDI3xkomERNMPWW25/HKuCRIcrzh0g/hAp7adQXGnE9r5xSZemOz63V4Qc+5IgY4fM5IzubjWwY8SWl7EiaqTGUwAuqowktPZ6Aa7kqnbWVe7VQV8p23sm6HphZhalvBKkoStK/SCmF6QDGRUP1tp8clSm1/MbjFWMClZKuNFe9fncapi40cxLzvlXcS5ncYlNxO72a8r4IaZ8lv/Hj09UURVZE7WHFIhDuU59qTjngK0JEn/T+A/AULgCvC/E0I0t//uHwF/F0iAfyCE+A/3dqmPHl9/bmIQqA8zDvri9oKMSPTRYpteENPyAlp+TBilfP2ZUV6dLrHZCbm60eVaw0WXJS5vdBnJm3fsCfugpUX3M5cv2RqbnYCpij2Qo1xp+siSRDVnUDA1vDCzEZQApGz2OV3NDYhgO5OJ67vj6WAue3WjS8FUeOV4haWGR8MNabghc5suQSI4PeqQimzNRwiwNZXNTsiZsRzvztWRJSjqWQux60dcWGyy0g3w4pSjFRsvSvnp5Q2urHX45vMTu5Kat2bWubbVQ1clHF3lzGgeRckY4UJkwa4TRIM2sabIPHekwEtHy4N5Klxvf15a62LrKooiYWgqQSIYsVVsQ+FkLcdKy8/UruKET5bbaJpEydI4MZIbHPwHObUdFBT3q1S/8ezY4Lr8KKHphRwpWTimipkKNEXB0jNm/Uje2EVk2u89UmWJp8Zu3FG+Ge6GD7Afilampz231UPe/lkvSFAslWMVh0+Wm/zpJ+ucGXMGlrQ/vbLFX3t+fFcw7RMJ95JO+5/7f/3BIh/ON9FVmWNVe0BohOxzAoJ3rtapOjpnxwsYqszFtS4vHy3vIiz2yXCHmdz6JONeK+gfAv9ICBFLkvR/B/4R8F9JkvQs8L8CngOOAH8mSdJTQojkJo81xH3C3vlTlKTMbnb5ZKWFo6mIVLDWDbENhaKhMVk0+XSlw6+erjFd0/h4qcVozsDRFVp+zKX1LmdGc7fNHH1rZp3vX1ghTgSnR3I8P1UE4OPFBj/8dJWjFZvnJ4t3vc+5n7n8atNjoxfihSnnjhR4fqrISM7gwnITXZGZ2j6UemFEmsLclsuJEYeZ1Q7/8dImiixxZjR/Qyv8Jxc3mKu7FM1sRWilFVB2dOJE4McJVccgb6gstzLBi4Kpcnmzy5FiVrm3vABNlQjiZLtSFdh6pvO81gnY8iJsVUJXZGZWO5kesiaz5Ua75q4Ab1/ZwtJkZEkmSgRXN7tM1xzaXsQrx8p0/BhVzua1ksyBc8V+1dkP5raqEiYpppopfLW87LmLlsqJEYeao/E/vbvAeMHa1U6WgQ/mG/yzn1+7rQ7JrSrV/fTOP15qZUphUTx4Pf0KOTPDCPmzz7Lk81jVJmeoNN14sLv+MKrBnV2bS6sdFhs9kkTgxpmjl6lJ5HWVn13dZHajx2TZYKrsAJklbdnS+PnVOqdHr7PI975n/e9V/zPgRylNP8RQFOq9iKab7XanQvD2lS1+8+lR3jhVZWa1w08vb/LGqSrHKzaT5d3343HgmTzOuKcALYT40x3/+TPg29v/+68D/5MQIgBmJUm6DPwK8M69PN/jhPvZ/t251uGGMUsNbzDnk0jZ6kWkiGxlQ1VI05SRgokiZ8L4r5+o8tlKm5nVNpaukIiUvKkTJWLbYUdmveNhaPItr6PPYE2SFEdTubzeY62dzes7foIsg6nJvDvXYLMX7tvKvRX2VoBJmrLezSrZqaLFctMf7Kte23IxNJkjJYsgTvhooY2uyMxudFlqeGiqTMsLiRJBmgpMTebcZIm8qbLS9qnlDepuSJSm5E2V0byJocqsd3xsNWtdg0SUZH/vhil5Xd329JVpeiEj+Uy4YyxvECSC5abHQr1H2cpWuHQtm/dvdH0ga3GGabqr9Q5Qy2VzzWt1Fy/MKtuNjs+Zsfxg7eetGQaV00FzxUH709Dwo5TRgsHMWgdbV6jmDDbaPpu9gK+crAwIbHNbLt0dLdOOH/H5aoecqQ2Smu+9t0Atv/86UR+3W6nuZmEHWJqCKsPHS01UWWIsbww6NBNFi2tbPeY2XZ4ez/Plk9Vd+9YPctSys1MkSxJzdZeun3C0YmNpSrY/HguO1xx+69lx/t9/cRkvTHdZ0k7XHD5caA6IhHtn4P3nmN3sMpLX+Xy1w1YnJBUpmpLdl5Ojeea2unhhQi2n3yB8YukK5VuQ4YY4fLifM+i/A/zz7f89SRaw+1jc/tkTjfPzDb5/YYXZTZdeEPPadInnjpTuuP2788CRgKubPba6IaosWG0FrLd9lpseRyvZDC9KBEGcUDI1RvImM+ttlG7I8WrWqqw4BmfH87x9ZQsjkMkbGr0gQSCYrDmYqsJ6x+fFozcX7j+/2KTeDSg7Gn6UBficqbLa8gaHtmMo2LqGJEnUu8FdrXHNbvRYavb4+WwDXZGQJJmiqaJIEmwTjtwwc1WaKpnU3YgPFxoYmoJjKhgKrHUEkUiwEXhh5tGbN1SWmh5xCi9MFfGirOHzlVO1wRy668dcXOsQe4IzIw4X17vEScp4wcDUZDY7AZMli6YX0QszvWMvjBFC4vWTNZpuQMuLmN3MvIEnigaKrCDLEkmakqSCXpBwejSrsHZWOGfH8/zsSp0wTgYuR16UMrY9g50oWXznS9O8eXZs8PnYb67YJ0XV8jqX1rrIMozmdAxNwY8Sfvu5sRuY5d86N8Ef/mQWyDzOZze7hLHgjVNVZClLUObqLnU35Cunavc00tj5+Z6u2iBgoxtSslUQEi0/YrMb8PKxMnkzI7W9MFXCjxMMVR7srm92g22HsnmSVFDLZWpxdzquuRn6yWKUpPx4Zp22F2PpCg03RMtb29wDBUNTkCWJkXwWMNc7/iBQpkLw4lQRS1f27Sz0nyNOM833jU6ALstIkkKYZkI1U2WbthcRxClvnNpN8gribKwzVbIH1qh9xvuQFHa4ccsALUnSnwHj+/zVPxZC/Nvt3/nHQAz8j3d6AZIk/T7w+wDHjh27039+aLHzkGm5AefnW5xfalGyNQxFwo1T/sV7CxwrbzFZdihaKm/NcEtz9r2z3XeubPLZSpvjVZu2n+3vtgyVRi/EDbNApUgSQoCqyhRsnfGCiR+nPD2Rp+1HABiqwldOVpjbcnGDhFSkTJYsHEOl6YUosnRLlnq9FxIlKUVdH2hU64qEFyUkIiNJjeazQ8dUlWwVZY/hwO3c109X2qy2PCxNIU5SNrs+bqgxltfohQm9IGYsb+DFCSN5k5GCRb0XoMoykgQLDZeCpZHTM+/bgqWBADdOUTUZS5eZWW3zpe2Da2fVcW6yxEYnwI8SEpGt39XdEHmbBT+W1ynaOqmAphdx7kiBlh/z6lQJEMxteZweyWOpMnU34kjRpBfGpKkgTgUyEqMFfTAW2FnheGFC3soqoSTNjFuOlEyenSze1ARjL3a2mvuErKmSzYkR58Dq8sVjZX7/q9nMeXk74fqrL4xzYluPem4zGwNEabqvUtmdvL97uQvLLR9rW80rb6g8PZHn3bk66+2AYxVn0AkwNWXwee4FMRLw3XcXrjuUxckdjWtuB/Ve9t5/tJix2w0161j4ccJo3sDWZRAMCGKvHS/zg49X2UoDTlQdWn5Esxfz+189MZjl98+Ovgb37EaPU6M58qbKzGpnsBedCMFo3qDlxVze6PHCVJHpqo2hKoN99tW2y3LT51jF5tRopq42s9bGjxJOjuSGpLBDjlsGaCHEb93s7yVJ+j3grwFfF2LgXroE7DRBntr+2X6P/4fAHwK89tpr99n99NFg5yHT9kJ+8Mk6qy2PgqlmFnh1l+p2NbDU9NFVBVWxeOdq/ZY7sXvny3EqkGWJlhdv6yNn1VjB1kiEIBUAKSN5gyTNHqNg6rhtn6YXkjc0On60i6zTn++utwPWOwGKLPGd14/d8otccXQ0RcaPE3KmyslajsVGD0kGW1aYLNnktg8qP872L++0vXZ+sYmlyahK1m5v9CLcIKbtRSSJwVjRRJXBjWJURaZg6Wx0fa6sdxEIzozmUSUZQwOBwN1e75EkibYfMZYzECls9cJdKleQVbOaIvHsZJGaoyHInM36xLQgTgYrRb92pjaYsf/gwgpemK0KWVpGeCo5Br0oxTFVcqaKpsjZfdJkXjxaomTrg/elX+H88NM1/Cjl7FieIBZ4UcLRisXMaofVdqYVPlEwB9KcN2vn3g0p6sVj5UEQ+cGFFVaaPu/P11lrBXy22sbSZBxD5ScXNxBknukF6+Aj5qBNg737u6amUM1pvHr8eqVXy+lsdrPkbrpm8+FCCz+OKZhq1n5fafPpcou5ukc1p3NmJMdY0QLi2xrX3C4qjs7Pr25haUpmRRskdIIYEMxu9LLfyekDn+0TtRxfPVvjk6U2yy2PsYK5y5J2vwTlWt3F1BSmqznenWuQtxQ2OgGKnPERpis2K21/WyhJ4tOlFnUvomhqNN2IOBWEiaDpRhyt2JRsbUgM+4LgXlnc3wT+S+A3hBDujr/6d8A/kyTpvyUjiZ0BfnEvz/UocaczrOttL8H/8skavTBrJblhTEomPLDSDsmbKpklq2CrG3CsYt8ys9+7VpI3VUw1s7vsWx+qkgwyHK/YlCyNjW5AztBo+RHdICIRgqfHcySpoGCpN7RBByIQmsJLx0q3PbN7carEpfUusxs9hC2QJYmirfMbIzlIBXUvC6ZIgqYbDyq2O0G9F6KrSkZsW+0gSaAoMkma4MUpo3kzawGqMiXLIIxTun5Mzsz2heMkpRdGmRpcLNA1hbGiSRSLrD1pZA5fXzlZueF+9NuPO+fm3/35HHU3ZL0bkDc0npkooCnyLlegfkt5oxtsrwr5LDd98np20AL8Z69M8fvb9+IgEtVeZayxgs7clockCSaKJitNnz/+cIVXp0v7inbcT/QV6WKRcm2rR6MXEkYpo0WDKBE8NZrJjja9cF+yVtZ6Xti2+NTxo4T1dkA3yHSi++/13FaXtXa2Cta306z3Qra6YZYMdXxKtoYqSwSJYKpks9byuLTWJUgENUfDDWM+mG/y8jEYLZi3Na65Xbw4VeJPPlphJK/TcjO7SCHAUCW6QYKlK+R0dZfPdtk2+L/+9XP7vif7JShjBZ0/+3yNI0UTW5Mzn2pNoWhpOLrCRi/gZC038P1e6waYaiaOkqTw3EQRVZUG3t1DYtgXB/c6g/4DwAB+KGUzup8JIf4LIcQnkiT9C+BTstb33/+iMrjvZl1odqPHctNlZq3LatPD1mSiJCWKGTjvRCmEUYJpaGx0QkxN5hvPjt+y5bt3v3G6mhvMM/OGwnzdRyCQydrWVUdGUyX8SDBdtvATgWOo/Orp2oHV+t2unEyULL79ytQuHeLXjpd482xWmb81s8aF5TZCwOvT5bticWdVusSqGzNZstnqBVmik6aoikLHjzlWsbi41iVJs0NeAKos0UsSGm5MwVCZb/ikpFSsjE1dtXX++ssTjBWsba3lsVvej5WmxztX69Qcg4Kp4kcpHy60eGGqMJhf9/99P7heq/do+9m1V51MZSxJd++ZH3RP9ipj/fJag4V6j7YfUbZ13r/WQlclPllusdkNBqzut2YkvnOfvclX2j5nxhz+wyerg/nuWjug6UWM5A0Wmy5jBYuzY/kbks7z8w3+H386QxQnVB0dRZJo+zGnRx1aXnSDLep43uTSeof/+ZcLWJrMUjMj09maTDeI6QYx01WbMyM5fvflSf7o7VkmyiaNbkTbj8hWrxMubXTRNfm2xjW3i4mSxRunqnww32Cx4ZIzFDRVIYpTFFnilWMlZEk+cL68F3sT8HovYL0dUjJVqo6BGyR0/IQ3z47w3JES71zZxDZUXpu+boJiqNc7Du9faxDE6SCJhyEx7IuEe2Vxn77J3/03wH9zL49/GLBfRtv/+X5CEm/NrPOjz9fo+dmXwFRl1johupqtxsSpQJayFZUgEYyaCoosUbZ1DFW+pY/0XtUjTZF49kgRVYKFhsd40SBnOBTMrMVdtDTKtkYm5nhrpap7RUZUOs539vm7W83XbwcvTpW4tNrJVL1sjV4QZa/LNnhqLFPjeu5IkY+XWmiKTpimKBI0exG6Ig9Ic6oiUcuZJKmEqSi8fLREwdLvSKzh/GKTqqMjyZkoRf+9m1ntDObXO+/L771xgn/yo4uUbJ2SpeNHKUJIPDXm3PZMdKc05PnFJnldwVAVBNlhXrRU3p11eeN0jaqj40Uxb1/ZuieLwv1Q74UEcULF0SlaOpIkESWCThBnNph5eZelYx8rTY/vvrtAFKfUHIMoFSy3PI4ULdbbASUr0wvfaYsaJNnWQbMX8tlqh6KtkQowdQVDU5komANxlvOLTdbaPkeKFpos0w1jyrZGL4DNbpYM3Wxcs7dbdjsjgzfPjnJ+sUnB0nE0BUmWiBNBeVuLe7xo3XY7eW8CPreZmYccrzm8cqzCa9MVFuouq22Py+sdrmx0sTSVH32+jqPLjBctDFW+aft/SAz74mCoJHYL3I5SEexehTg54vDeXIPNbkjV0Vhp+6iyRNlS2XIj4hRsFVRV4Wg5U/HJGeptfXH22yW9m1WlLyomSpmv7mrb4+pmD0WWKds6p0dzqIqEoWYEr4mixYlaHgEsN30kWUKSJVKRCXiMFQyOVhzcKGayZJECf3tPlXmr0Ua9F3J2vMBHiy0gxlQVBCmb3f29gidKFscqNm0vvsGy8U5ajhMli7Kj89rxMgtbHtI2AzyMEy5vBOQMlbWWSy1nICFTy+n33fSk4uh8MN/ItMiTFF3NTC5MTSFvajx3pEDFyeboO6u184vNrK1t60RpphAGmX92IsRgpLLTFrVoadRyJrIksdkLOT2S5+pmhygRFCyFlh+hb8+/N7sBYwWTlh9Rtg1O1hzW2wFhkvLMuMk//PqZfRPrvtXlTpbzYsPljz9c4bXpMpNl68DuWf99XW56LDQ8CobGaF5HkWW2egHfeHY/ju3+2JuA941H+jNsgMmyhRfFmdpbwWS+7mKoCm4QoykyLTdG12Q6fkTJ1jk96nBxrUvBvLMEdIhHj2GAvgUOEtKXEPzgwsoOK7dwsAoxkjM5VrFZbwcEiUTZ0XDDBLY1kicLJmGSZq0nXUGVJCbL1m3PCu+X6tEXFRMli//jbz41ILNdWusSpylhDFMlmw8WGnzpZIX5uk8QpxmDfdvyUIjtMYPIBFxsTcmkTVverufo73TXu8HAFGWvBGfF0fHChJeOlm7bK/jkSG6XWxZwQxC7HWTJQZ4Lyy10WabhxeiaQtgLsTSZhabPaN5H2dbDvlO2/K3w4lSJt2bWMbWsdRvGKbqazYETIThWcfat1uq9cLutDcutrFWtyRKbvQBNkWn0Qn48s07OUBkrmByrOPzFxXVMTc7MNCxt+31TM89mRaLpRZys5Qat2+cmCrtWwsq5bK3v97964oBZeLaG1fIibF3h8nqPnJEpwJUclY2uz9GKfdPuWd9/+qOFJl0/IRIJcZztQ9/MmnIvbkzAM+ORna5jn620uLLR5dRIjq4f03BDJElCV7IEtGBpyAjeu1ZHCHh+srhvYjLE4ccwQN8CezPaxYbLh/MN3CjlaNni7HgeL0x4+8oWv3q6NhD8n646JKkgEXCianJhpUMtZ3CsYjNfdxGSxH/60iRjBXPAoB5+gW4f+60KlSydiZKJqVUwNZWKk81CK45GQxLIIURyJkiy0Q1JgOcmCrS2PY134q2ZdWY3epQdjaKu48cJsxs93ppZH8xz78Yr+H4ZM/STg6fHCny40CRNUyxNYbJkoSsycZrS9CK+/szogLR2PzFRsvjO68f47rsLFEyNOE3JGQayLPHcROFAbefKNiGs7cccKZq03IjNXohIYaxoYWqZ5WEQpbw318juk56t+smyxLGKTdON0DUFL0qznyNRy+uD+zhRsnathO1lSsP1cdT//P4ilqZwYsRhuell61qqMpANLZraLovOgwhWfQvMF45mf271wu3th6N3/L3emYD3O3MdP9rlrlbN6bhhwoXlNmMFg0RAL4hoN1xsPUfOMPiNp0YHn68hvpiQrm9GPXq89tpr4r333nuk17BfWxMY6D7P113SNBPgkJDxooSXjhb5bKUNwDMTxQG5peNHbGw7AU2VTDrbhJacoTJZsija+kMzkXiSsJPYN7PaoRNECCFRdVT+4uIGCw0fW1eYrtoEcUrR1PgHXz+z6wD/r//VR5iajK1fr3TX2y4rrYDfeX7ihs/GnahU3Q9lq51yp//LxyvbATjTyl5u+pwaddAUmVePlx9oAninr2Xnde8MZMcrFuM7/MgBFuouVzY6dIOYxXrGr8hWiyQ2uwG6IuEnguePFHjpWPm27+POcdTMWrZXHCYpskymn64q1AoGeSPzSy9a2sAm8mba1fdLseygOfhPLm5gqDLPTBS4sNTig4Umm50AWYKyYxCnAjfIks3Xp6u8crw8uGY/SihvM+CHZ87hgyRJvxRCvLb3509sBd1X9Vpr+4wVTL51boLRgnkgY/ub5yb4wYUVJooW7883sLRsdxYyIkdfiUtTJF6YKjKz2saP0n1VmYZ4sNhZXResrPo6O5Znre3z/FSJ8YJPkAj8KCG/zYDda/ggSYCQBv/d8SPm6z6yzL6fjTu9vnv9POx8jZMli5YfU7F1xooGz08VWW56hEn6wGeOd/padl73zjW+H8+sD5yW+rB0hZYX85tPjw52zBfqLuNFkzNjVU6O5O4q0OxU5iqYGkmabTzEaUoqBFtuyPGaQy2vc23L5fRIfl8P7Xu9F/thv62R84stvvHs2IAP03RDWl5E148xNYmNTrg9j8/OpLW2T8lWB2tqK9uz8b/6/JGbztKHOHx4IgP0+fkGf/iTWUqOOnCU+cOfzPL8ZJ6xHVn8Zjfg7Stb/PuPlnj5WBkZePl4ZZdvrall6wuGmuMrJyvbrjvXLfaGX4BHg71twvOLTd65ugUIcqbG6aK57WKV8vFS6wbDh3NHCrx3rYkkSZiazGLdI05Tnh0r3JNS1oN4jTtb7f22uaEqh/IAPqjK3I/rMbPaPlBX+l5ENvqBLm+qhHHCSitAV2RSkVJ1DNa7AQVL5UjJ4tWvlllp+/dsQ3m7uNnWSP8ezW261HIm09WQS+s9HEPF2maPFzQFS1NYbPjMbXlYukzLi7F1hUvrXRxDHcyzH+Vnd4jbwxMZoL9/YYWSo1K2M3Z2/8+fXt3if/PlaQBmN7v8hwtr2IaMpWXrEp+tdDC2FX0+XGgCMSLNdmzvZxtxv+p+P0u/IW4P/ffkrZkNFJlsxSlO+OnlDcJEMF4wbqiK3zw7xmYnpO6GtLwkY3sXTc5NlgaPe1gEH/Zj9h9Gpu7NNAX2m81v9cIbdKXvxz3vB7rpao6mGzNRNNhoh4SxwNAU/svfPrvr+/biPT3bneFmWyNfOzu6S/BmrGhzZcPl9FiOoqHR8mNGcjoCuLTe4ZmJPAiJThDxzHgBTZWHYiVfMDyRAbq/J7kTRVMjiJJBFv/etQaOqaArCqqSBfFjlZh35+p8+1Vn0Mbe6oW7XH/uFefnG/x3f36ZME6QJdjqhlxe7/EPfvP0MEjfA84vNnlqLMf5hSarzSCbgXZ8JEkwkjP4y0sb5A2NWj5bSfrmuQm+/drRQbXnGMouNi0cLsGHw8TsP6hKvll1+M1zE7w4VdyVmD4znsNQd5Pb7sc939lx6H+Pc1bKN06OPvJx1N5OQr0X8NlKmyBOt+9lceDwNZI3eP1EmZYb0fIjcqbGG6dH6AUxP55ZI4wFBVPm6bECmqIMxUq+gHjsA3T/sLi60R0wfd0gYbnlDTxZAVp+xJnR3IDx2OgFFAyNIE44Usp+70jRwg2TB9rG/pe/XKDlhZTtTNc6SlIabsi//OXCMEDfA+q9EFtXkAAJQBL4UUwQQxinVHOZcMiltS7+tgrYQWzae2FfPy44KAjvtl+En1/d4k8+WuGNU1UabjiQ8exjp7fz+cUWT48XePV4hV4Qs9j0WKy7TFXsW97zOyFo7ew4HLZx1M5OQhAnvDvXQAj4lRMVvDDh/GKLb52b4Pxii7ypcqxi8+5cg8L272iKhCJL/M65cUwtS4bqvWAoVvIFxWMdoHcyRhfqHrIMbS+m6mj85eUtZlbaGKqKQKAoMn//N07y7GQm2G9omZXbiVpukM22/IgTNeeBiszPrHUoWupAwEFXFYqWysxa54E955OAvqlBNWcyVcnubb0boakJbT+kljewdAU/jml50Q3//ovSRr7fOGir4aBW9Vsz68xudml5IRudkMmSzUhe5+JaBy/KNKSPVa4nxv1Kbr/qeqoEfpTcVCYzW5daG3hgnx0v4IXJLb2pD1PHYSd2fs7eu1anYKo8M1HcVe2utP1dCcZrx0uAtGu1Da6bvAzFSr64eGwD9ErT44/enqXei1hr+yRpiqbKxHFKJ4gpmApLDR9dUyiYKm+eHWGpFfDsJHzz3AQTBZM//MlsxuxM04Et3N969eitn/weYGkKUQw7uDJEcfbzIe4eO00NhMgct2QZippGy4sQQuDHCWnKtivQjTish/qDwn4z4++9t8BaxyeIs9HAdM2m4mQz07dm1nj7Sp2RvI4bZraTyy2P6ZqDEIKzYwVm1jqUbX1XRXyy5vDP31tAljKRjelqbts7XMWLkhsS4n7S8NFCk/OLLbwwpmRlHtCXP14hpyk0vJBjFZvfenb8ULKWb1bx9z9n/Xl034scrnccbuezuDOhPFKy+J1zE4fm9Q9xe3gsA3T/YKn3QpIk5fOVDpBSdnSabkQ3iClaKrW8QSWns9jw+PPP1pmu9egFEX/va2du8L/dT+zgQeArJyv84JN1JEnC1mXcMEsOvvnc7asRDXEj+qYGF9c6mcymqfLiVJm2H+JF6eBnUyWbiZJ56wd8ArC3qo2SlLm6y3LT4+WjJYI45e3LW5n9YTvg46UWsixRtnQURWaiaNIOIn4xu4UsScysdOgEIVfXOwRJStHSOFa2+HSlTZqm5AyNIE75cKHJiZo9WBX7wYWVG1roSSr4aKmJANpBjCzBfCOmmtNY3X4vZ7dcmm506FjLt2vAc5CK4e3Ojp+0hPJxxGMZoPtttvl6j/ktn8w6WGajE9ILIhQZtnoREiFLTRdLVxFpJlH4Jx+v8sap2sD79mHPfX/35aPUuxGXN7psuSGOpvArx8v87ssPtnJ/EvDm2VGiRAzWkRYbLr+cC/nyiepgP7Tjx/fN6eiLjr2M4gtLLVZaHrObXRpuiK1lEqNJKvDDhCTJkuCWH+OFMWmS0AkzlbeTNYe1jk8viJGR0DUFN0yYWesyWbYQAsI4oJozidOEH32+xmTJ5vXpMl6YDAJYP2m4tN7Bj1JSAV6Y0OyFlB2dKBZ0w5iqY6Aph5O1fLsGPC9OlfjeewvU3WzPWVMkKrbOt18bngVPCh67AL3S9Hj7yhYjeR1TUwnihDhJCBNBHAsSQE0zD2YARQaRCnyRkqZQtjW+f2HlkRGyJkoWf+fXT94XRaIhdmPvHPlR7Ll+kdCv4KIk5cJSiz/9dA0vjFAliUY3YCFMsDWFMEkxVAVdU5AkiYIho8mCa3UPS1cYcTTCOCVOBBVbpxsmlBSFWk5nvt6jGhlMlmzCOMFQZS6uB0jAl05UBu1zuK7YVssZrLUCemGMLEmUbZVrW5nXeRAnIODqZpdjFYu1VhaUDxNr+XYNeAC6QczclksviHAMDT2rNu4IfVnTn13douFmZ8qXTlTvu8PZEPcfj12APr/YpJbTcYOU5ZZHlCTEKYSxoD/JiQQoUibrlyYQJwmaCh8tNpmsWHy63HyUL2HYmnqA2O/ePsw91y8S+hXcXN1lpeXhhTFCSOiGSpqkCCEI45QoFRytGKSpoO3HKIrEmdE8vbCFrSuUHINOEOPoCjlTpdPyiUVmQJJ5QUec0mTCJOGV42U2ugG1nLYrOPcDWD9p6IYxRTNzy+pLnPpRQtePeGosjyJDmAjWOj4LdRdFlh46a/kgyc4LS62BZGf/Ne6XQLw1s861LRdZAkvLWPHXttxdevC3cw3fe3+RTxZbNL0QXVFYbWWyoZu98Ilywvsi4s7TsUOOei9krGByeb2D58c4+o4cRAJVvv6i0+3/SwCRgqllns2LzZDz842Hf/FDDHGIMFGyqOUNCqbKRifAVGUcU0WVZRIBpqaADEVLRQiwdBVj23Zyy40YzRu8erzMc5NFjldsLF0hjAW6KqNK2Qph2dFRJJmmF+Lo2QqQIkuM5ncHjX4Ae3GqRMePUWXQlEzRLUVQsjUkReJo2eLLJ6ucqOZQJJmiqbHa9h46Qaw/Z/bCTM/gR5+u8o//zQX+/LM1pqs2LS/m57N1Nrv+YO1pomDygwsr/LOfX+MHF1b4/sdLXN3sstTwaPsRwbY5yM+ubt32dZxfbGaObGlK3tTJWxp5UydMUurdgPOLzQd3E4a4Zzx2Abri6Ky1+2YBEm6UEEYpKVnFLEQWlAUMKmp5+7+7QUQUJjw1luP7F1Ye1UsYYohDAwF85VSNIyWLsaJFydJRZYk4zQKtIktMlWz8KCMz6orE8arFSM7kH/zmaY5WHRq9iLypocgSbT8kpyvIMjTckGrO4NXjJZI005K2dIXvvH4URZbo+BGpEIMA1h/1vDhVJIoFjV6EFyUcK9u8fKzMiKMDEh8vt4iShBM1m7Kj0w0evptTf84cJSkfLbap92IqjsZWL2Ruy+OZiTyKBN//eIW3Ztb54Fqd/9efX+LnV7eQJVhueny20iURAsdQEUKi4YaIVNBwb7QOXWl6u4L7SjOzT633QqIkGy9oSnbiaYpEkgqiJL3vNqRD3F88di3uF6dKfP/jFUxFxtRUNCJUBUSSBebt0TOpyF58/6ubbEt2VvIGo7ksyA/x+KK/P3thuT3wzB3O5G5Ev6V8vGLT8WOCOMbWFPSCgRcmVGyNpyfyLDd9lpoetby+S5722cls/vnxUotjFYdjFQuQQIKckeldnxzJ8Z+/fmzXvR8tmPvunPcFTZ6bLNBwQ+puxGerAfP1HoamcmYsh4zE5fUup0YUHFNBCOmhr1n158wfzjexNCULtLqKFydYurzddpfJGxq2nhEWoyTFCxM+WmyjbN8fL4zJGzqKDFEi0fBCni0Xdz3XzVjhFScTPFIViSgR6Gr2pyJLaIp8aObyQ+yPxy5AT5QsvnKywp9+soYsQwQ4ukInSJDSQXwGsoAtkWWUpq7gaDK1nMm1usszE4VH8wKGeGDYqSr32UqbOIWJggmS4N25xnAmtw/6ylYnajlabshq22ezF1E0VabKNq8fL1OwdX71zMi+ZMaJksV3vnSc79zh8x7Ewzi/2CRJBbObLokATYbNTqbbfbRk0XRjkjRFUSTOLzaIE6jmsyRDU6Tbnt3eK/qJTSeIKJgali7jBgmOoWCqCpfWuhytWMSpwNZVFEXCUDXaXsxEyeLj5QaWodBsRjR6PoYmZyMFIfOlE7tn6Tdjhb84VeLSepeVpj+YQYdJQtnWqeSM4cbCIcdjF6AB3jw7xttXMmPzJBVsdEN0NSWIs/62kiXwyFIWnGORMbllRSGIY+rdiG89QLWwIR4+dlYZbS9TC4sSwVjeJGdoSJI0mMkNA/R17GS++1GR8ZJF0dLu2urxXlHvhax3PDp+hG0odP0IWQZSiaYX4622idN0W65V4unxPKamMl93qffCh9Yl6Sc2qizhhUk2x28HTBQtvCjeFkACx5Az3/FtNrwbx0RJQr0bUbBUajkdQ5EJUoGhKkzULN48u1sT4Was8ImSxbdfmaLm6AMW93jRHLK4vyB4LAN0X5Ti351fpmTrNL2YkbzDetsniFPiJEVX5aytrUhoEliqAiJFkWX+2gvjQ93rxww7q4xeGCMh4egy6x2PnJnHVBVaXjicye2Dw7RVUHF0PphvkKSCZi+kFyYokoQkgRclxKnAUGWUbYa4oaoYmkKUCJJUPLQErJ/YvDXDQIb0t54dY63ts9EJOVlzODmSY7MT4kcpo3mLmbU2tq6wWPeoOhpJKvHsRDEjdPVCNEXm7/7qiRuu/1aCJoMuxkPqHgxx//BYBmjIRCnOL7ZQZDA0hY22P5h7qbKMbSi4QUwYpxRsjdeOV7B1hRO1HN94duxRX/4Q9xk7q4y8oRHHKY1ejJckCKBgqti6OpzJHXL0OSZrbZ/lppetaskSfhQjkJAQeFGMpsjUHI2GG1CVTVKRuUE9zAQsC4zTvHl2bLBuNV1zdumZ1/I6l9a6yDKM5g0MVeajpSajeRPHUAmSFEeXOVErUTD1fQuH/aw6h2YYjwce2wA9UbL4zutH+e678+R0hbRv0J4IZAk2ugHHaw4VW6MXJLhhwktHS8O2z2OKnVVGyVZphzG9IMYxFHpBzHLT51dOVIYzuUOKnfrbcxs9Gr0QP0oQIkVTFOIUdBUMVSEJYyQBbS+hE/oULJUjRQvbUB5JAnZQB+L66CBTW5sq2ZRsFT9OyZtq5lsepXhRwkje5MhtuHMNBXceLzy2ARrgxWPlARv06kaX5abHasvnaMVmrGCw1g7Y7Ib89nMjw8D8mGNnlVHvRZwacVhq+sjbBpRnx3KcrDnDz8AhxF797ZylYuk2uiLTcCOCOMVUZUaKJnEssHSZVEj4YUzF0vAjQduPmCpbjyQB2ylYki06CQTSYK97pxnId39+DVOVt52nVCbLFpIkuLjW5Xduwos5TGOIIe4fHusADTd+cHd+WaZrj4boMsTDx84qY7XtkTdUnhnPI2DbV9chFeKWjzPEw8dO/W0hMrexKMnYzy0vYqXtYyryIPgdKdlIEizWPfKWjixDNZdpWD/s7/puf2yJX8xm5NW9GuOQuYF9990Fao7OdMWm7oZ8vtLh7FiOqYo9PKeeQDz2AXovhpnmEAAX17pM12xqORM/TvjFbJ3Xp4fEwMOIPn+g48cUTI0oyWRCo0Ti+cki3SCmmjM4M5rj4loHVZFQZZmvPjXCV58aJRViwGh+2NhJTrw0X6fsaCAk5rc8Xjmefd7emlkjSmB2s0vNNkhSwVon4GQth6JAmgpOjDi3eKYhHkc8cQF6iCcTOyuZvKFyNUr4cL5JydHIGxqaqrB7S36Iw4Lr/AGVKBGZDWWcYukKsRA8PZ7nzHiBqZKFrat0ggghJM5NloBHa5RR74XIEly61uWX8w3Kts5o3qDh+rx/Ddp+xHy9x5tnR4lTwVTFYm7LRQLW2i4TRZutXjjkRjyheOykPocYYj/srGTcMMXUlExO0stY3Jos0XQfviTkELdGX397JGciAVVHJxUCZVvn4O/+2km+/coUlq5QsFSSVHBmNEfJ1nbJhD4KSGQiOEGcUrE1vDDhwmKbhbpHEKcDZa9La10QoCkKJ2oOlq5QdyMEgq+crAy7fk8ohhX0EE8EdlYyHy018cIES5cwFJWjZYcoTWh6wx3ow4jdYinZ+3RmLHeDWEr/zz7P5HAwmiWEACTBSMHi0lqHlh8yVswU7PwwSyYSIQa73JamcKRkMlE0OVHL8ebZ4drnk4phgB7iiYCE4C8ubtH2Qja7PkJAEMlUHZmZtTYjeYPJYZVyaHEn3JHDxDMRwK+cqDBf7xHGMWdGc6QiE0syVJmzY5mk8AfzDcI05dXjJWZWO2x2Q944NVT7etIxDNBDPBFouRHLDY8oTSmYGkGU4kYJfpxg6wqGInFyJPeoL3OIxwwVR8cLE145Vhn8TJEzvvnOnz01lme17ZEK+NLJ6nC7ZAhgGKCHeEIw3/A4O5Hjk+U2pqaQpBJjpoqmKhyvOGz2giERZ4j7jv1Uviq2Dtt2mv2fKbLE771xo4znEE82hgF6iCcCkgQ5XeN4xSZKBGkq2OgEeHEyJOIM8cCwn8rXt187CnCI5uRDHFYMA/QQTwTOHSnw3rUmBVNnqekiSxK2oXJ2PDck4gzxQHHQTHwYkIe4FYZrVkM8EXjz7BjTFRtLl6nlDWQJcqbCK8fLfOPZseFhOcQQQxw6DCvoIZ4ITJQsvv3a0YHMa18H+U4C8/n5Bt+/kDkpjRVMvnVuYmhLOsQQQzwwDAP0EE8M7mX95kefrPDf/8VVVFnC0mSWGx4/vbLFXz03xu++/PA1nocYYojHH8MAPcQQB6AveHF1o8u//XCZnKGSM1SWmh4AJVPlF7MNHEMftsmHGGKI+45hgB7iscFOp7K7aWHvfay+dnfbiwmiBEWCMMmUnkAiTAVECXlT5fxi846e635e6xBDDPF4Yhigh3gssDOg1nIGvSDeZeV3p8Fwp3Z3L4wp2zpuFNN1E0byBgAtP+ZUPodjqGx2g5te287nnyiYnF9s7XutwyA9xBBD9DFkcQ/xWGBnQJUlibypkTdV3ppZ44efruGFCbWcMfDgXdluU+/FStPjBxdW+MGFFWZWO9R7AXlDY6pskaQQJilRktANYkQKrx4v3dQtqZ847Hz+7747T5ymN1zr+cXmA7xDQwwxxBcNwwA9xGOBei/EMXY3hBxD5cJye9/AvV8w3BlMJ4omnSDiw4UWJVslb+mcHLGp2Br1XoQQgr/y3CgjefOmbkn7JQ5JKlhv7664HUOl3huadQwxxBDXMWxxD/FIcb9msdc9g7XBz3pBTNePmVnt0Atj8obGdM2mZOv7tqR3BtOybXBhqUOQxGx1Ap4+kiMVgpePVijZGiAQSFi6clMVqHovpJYzdv2sltPZ7O4Oxo/Ss3iIIYY4nBgG6CEeCVaaHm/NrPHO1TpVR+fseGHQfr6bWex+msefrrRZbnqstDxsTabRi/lXHwRoMkxXHZ6bKOzaY+4H03ovYG7LZbJksdJyubTZYasX8PVnRvndlyfv6Nr2SxxG8xYNN96lxbxYd6nlDf7Zz68NSWNDDDEEMGxxD/GA0Z/p/rOfX+MHF1ZYaXqDVvLFtS41x0CWJT5abBEl4q5nsX3NY0tX2OwG+FHCWstjspwFucsbLpc3uyRJSpxCK4j5J392ifPzjcFj9IPp3KaLpSmYmkKYCE5UHV6YKrHeCW46v97vtTd6AT+eWeenlzfY7AZ0/AhFlvjO60d3XGsMsoSpKbc1Jx9iiCGeDAwr6CEeGFaaHt97b4G6GxIlAk2RuLTaoZY3yJsqcSoomCqSJAExc1tdXjpavikj+mbYKUTygwsrGJrKaN6g5Ua4YYIA/Cghr8oUDZ1eGPPf//gybz49uotdvdENGMnpzKx1AThatrF0hbYfEacpf/T2LMerzg2V7s52vYRgsxcxVbJ441SV9681+N4vF5gq2XzpZJnRgsloweT8YpOfXNzAUGXG8sZgTg3c8erWEEMM8XhhGKCHeGB4a2aNubpLydIpWjJ+lPLpSputKwFPjebZ6IZEsaCWNzDVLADeihF9u/Pqei+k6uj4UYofpURJiqMrJAJ0RWa17RIlgigVg1Wn84stXpwqstR02egGxKngzFiOnKnhhQkScGmtS5ymvHq8csMq1841r3eubNLyYsbyJksNl4+X27hBTBSnnBix+d77i5AKpio2sgQSEm9f3txe64ro+SlCEgDDdvcQd4Thjv3jg2GAHuKB4cJym6KpYekKAHGa0nAjmm6EriiULJXL6x0AbENGlSU6fsyXT1ZveKyb7Tnvd/hUHJ21tscny23m6z1SIegFEYosE2kyHT9FluFsrkDTDZnbzILyUtPlW+cmOL/YYnaziySBFyZ420Ilsgwjzo2VLkDeVImSlA/nm3y60sbRFX782SoX13uoClQdnU4Y85cXtxgv6ozkTZ45UqRgaWz1QtY6ARudAFmWSIRAlmCl6bPeHu5ID3F7uNPvye0+5jDgPxoMA/QQDwxCANtVIMB6x0dXJWxV4dJ6h0QIdAXm612qOZM3TlV58+zovl/+nQxr4JZt4ImCyR9/uEI1p7HSUmh5EV4ERRNUScJPEpQUxgsaHy60sDSFkZzORjcYVNKaIvH2lS1qOZ0Xpgr88loTVZaYruYGzxPEKe/O1XHDmJyu0g1iqjmTiqXTCxM+XWlhqhIl2yRJIW9oOKbClY0eJTtjd09Xc3y8tIymSGx2Q/KGQttPcAyFn81u8aUTlWG7e4jbwvnFJkkquLTeoePH5E2VkZzJWzPrlB39joNsf0y10HBZaQfESUotZ/C//7UTQ6OYh4BhgB7igeH5ySLvzjWQJIkoTrmy0cUNskpUUSS8KCVOUwxF5r/65s2/8PutK91MwWul7fPadJmNrk+9lxGz3CDBDRPCVFA0VEbyBqvtiLKtsdIMafkROVMlSQUrbZ/vfOk4b54d3VE9aIwXLEDw/rUGq22fpYbLsYrFRNHkk+U29W7ApY0uXhDjxyleGGOqGh0/wotSbF1GCEE3iNEUCciq/dGcQdMNcYMIENQcE0UWzG52qXcDJkvWsHIZ4paY3egxX3exDYWCqeHHCW9fXmetE3J2vLA99klYbwe3VVW/NbPGp6ttmm6Eo6sYisxqy+P/+x+v8l9/69nh5/EBYxigh3hgePPsKJu9kPnNLnNbLlmjWyDJCt0g5kjRIhUSQRzz6UrrpgG6z7COEsHcVpeOH6PKEk+N5W/43ZWmx08ubiBLULA0fv1MjT/9dI2pskKcwOmxHFudAAFcWe/hhjGyLKHIEmVb5+JaBz9KgN3Es341cWG5RdHUaLoBiRBEiaBsG6x3fDbaAbauUnY0Ui+mnQpaXoSuZYQ4R1dpBzEIUBV5sGpVsFSQ4FjiIEkyigxLTR9LVbB0hZY/lAMd4tZoeiGyDJaWHe1xIri66aErMJo38KOUy+s9To86t9WVubDcpuVG9IKEjh+jqzKWJrPZDYZdnYeA4ZrVEA8MEyWLb78yRSVnMF1zeP1EFVWWcTQFU1XZ6kUIBMeqNheW2zd9rBenSiw2PX52dQs/StBkmbYfs9kJdq0j9WdwhioTRikzqx3+9NM1FKDtxQgJDFXmjdMjvHS0jCJDECc4usLJWo5azkCWs4Nuv9dTyxsUTJUoTUkEPHukQDVnslB36foJUSpoBxENN8bQFCqOTpQKJksmOUOl48eIVPDbz41xsmYPVq2eGsszXbHJmxqpSFlt+4CgYOuARMXWh3KgQ9wSRUsjTTPehBCCxbqHEIKirSNJmbCOpSmst4PbUq7rBTErLR8JkBDUuyGX1jpsdgKubnQf/At6wjGsoId4oJgoWRyvOrx6vIIsSVxc69ALYmKRgoCTNQdZBj9Kb/k4NUej3lWzfWlD5emJPJoi78rk+7PqiaLJny6u4RgaBVOh68e4Ycobp4s8dyTTz1Zkia+cqtLyYmxdxdRkvDAhTbODbj8I4CunasiSxPvzdYI4JYoTPl9rI0tgajJhLEjSFBkZS1NQJYmcoRDEgpOjOV49Vma65rDZDfjmuYnBY680Pf7o7VkWG4KtXkjZ1skbCqoi0w1jfnmtTiqGrO4hDsbJkRymprDZCQdrgeMFA2uHDK6pyax3Al46Vrrl40mAGyX0wpgkFeiKvL0WKTFfd1lpesPP4gPEMEAP8cCxU03rqbECl9Y7260yBUWRaPQiXp++NeFEIA2CYx+pELvm0P1Z9aW1mNOjOdpejBvFmLrKG6dLuGHCZjeg4uh8+WSV84tNlpve4EDLGxqT5RxHDjh0dr6W6WqODxeaLDZ65A0N30pwWwm57cOwFyYYioRlqCiSzN945chghazjRzesk02ULH7vjRP88NM1RvNdJCTcKOHyWpdTYw66oiAQw1b3IcfDYj3v9zwvTpVYbwecGctc1t6RN1lt+RiaghfFmKpC0wtRZOlA/fidj98JEkZyOot1lxRIBeT0bOxydqwwbHM/YAwD9BAPDP0DZHajx7W6y1NjOZ49kmejG9BwAyq2RpoKTow4vHl2dPDvzs83+P6FFdbaPmMFk2+dm2C0YHJtq8cH8w1MTUZCRiC259DXWdX9ANoJIqo5g1rexItiDFXmmYkim92Av/2l47uuc+eB1gvim5pf7JQULdkaZ0ZzXFxrc7SsU7Zz1N2IoqUhIVhthyimyv+/vTcPsuy67/s+5+5vX3qf6e7pGcwCgAMMiJWkJBoURYmiF8Yx5QhOHCt2Fcu2nDgpp2TLyn+JK7ZTZVte4iomVmxXbMoyI2uxIUokRYi0QEJYBxhgMHtPT/f0/vb37n5P/rjvPXT39OwDTAM4nyoU+t33ut955925v3t+5/f7fk/sL7LaDvnhxU2ePljFNrTrtpMNFNFeOAO//+46yw0XgeSdq+kK/dHpEnEi1YVxj/J+tDnd7vuk58/asLvANDQOjmbT4rC211eym70ly9WZSoaRvEUQJXhhTCwha+s8NlNmfyVzx6JCiltDBWjF+8LgAhInkpYX0PYCvvPuGo/uK/LZIyOkO1pcs8I4uVDna9+7RDlnsK+U4WrT5X/5jVOUsialjMHCRo9mEGLrOg9OFDANnY1uOEy1TRUdvv7yFS5vdtPWqaKNLjSOTRR3FUEZBMSTi41tK+vrXbx2vn6q7PBnHp/GCxPWOx5jhS61TogbRGQtnScOlCllbMaLMbomeHOxwWePjt30PZ49NsFGO6DW9Wm6EZYucWydIEq2FbHtRXa7wfq4tOTcbjvgrbDbSvlG73NiukwYS56aq5KzDRbrPc6udjhQzXJipnLLK/paN638fnOxyUw1i0AAkqYXcXz/jW1WFfcGFaAV7wvv9WN2yFgaI3mb9ZbP772zyiPTJZ45OMLndul5fv7UMuWcQSVr0/ZCat0QP45Za0XEiUMniMnqOjFwfqPLf/nJ/Yzm7WHx1MnFJscmChia5O2rbXphxJMzZU4vN9nsBnz6UPWafbOtldq3wuD1gwvn5c0ufzRf50A1yyP7S5xebrPSlDw5V6GUsXHDmMdmSkMXra37zjeav+lqltGCQ96JydsmQZTQ8tKL4m5FbHuBnTdYTS/ka9+7xFc/y0cqSG/NDjXcgFLG5NBYnkvrXR4Yfy+jU+sGXNpoc2E9zf6UMxYHx3K31Ye820q544ccHt/ewTBoOxwE74FoTtsPyZga5axxS+fegGrOwg1iHpspc2oJ3l1pYxsaxyYKmPr1RYUU9w4VoBXvC7VuwFrbJWNpxLHkzHKbhhuhCcF6y+M3Ty7xnXfX+PyDYzx77L3032rLY18p/Xmt7WEbev/nAE3TCKIE09Ap2CaNXsArl+t87tg4K02P1xfq1LoBYwWbR6erPDpd4ZX5Oj+cr/PI/hKfeWAE29DvScpxcOGMkoRL6z3iJObd5TZzo1kenipiarDc9JksZjk2maeas3fdd77R/I3mbXKWjhvEBFGCoUHTjShnLASp3vheU3faeoMFDP//71+9wnLL23PjvRO2ZocWaj00Le0QcEydd5ZbXNroYpsaAsFys0fTDdnshHhhTDlj4Zj6LavDbQ22//ncBpc3uwRxjCEEGdNgppodvnawoq11AzQBby62yJhpP7QbxPzgYm3bv7WbMdjOKTgGP3pkjIOjec6stthXdm5qs6q4N6gArXhfqOYsXl+oM15wuFTv4oYJlq6BkKx1AvaVMySJ5OxqhzBmeLGaKDpcbboEoeT8Rge7X0QGkLUMWm7Ict1jX0VQyphstn3+3cuXiZN0BXF4LIcfJbxxpcFjM2VG8iaSPD9yeGzb+K6XchzYYJ662kLKVGxlN3Wzk4sNoiTtKW0HIftKWXpBTMeP+NyD4zy8r8Qfnt8Y7m23vfC2VhyDvfTJkkMUS640XFpuQN4xyVoaDTfEDeL3dZ/zTth6gzVAE4I3rjR44kB1z433ThgEzXNrbbK2TsY0cIOYS+tdoiRhoe7x8FSRM1dbXGm4GJrGVMnBNgzWOz4XN9o8Pntr6nCDYPvDCzVW2x45S8fUDJZbPt8/u86PHR1jfyUzrJ341KERXjizyu+eWsWPJaWMwXjBwYvSPuZ/+t1z/NiRsVu6QdptO+eLxyc/lN/Zh5V70gcthPgbQggphBjtPxZCiH8shDgvhHhTCPH4vXgfxYeHE9NldE3QcAO6YYgfRSRAFCdkTJ2cZRDLhCjZbjH59IEK51a7NLyAvKmnhhpxkrYphQlxnBDKhJWmS8sNqXUDWm5M3tLImQbn13pEsSRjacxvdtjopKYZW8nZxq49oAMhklcuN7B1HcfUeHm+zjdeW7zG+rHWDVhr+WRMnbJjESWgCVhte/ynN5c5s9Li4anCsM85Y+m3FZBOTJdpe2lx21LdJWNq7CtlODiS5fWFJlMlh4JjDjXB90qP9ETRoemF247Nb3QZzVl7crx3Qq0b9G+60qpoSFuXLtd7TBUz7Ctl0lVyNyBvGxi6oJS1sAyNnGVwueZe9xzcSTVncWalTccPydsGtmkgNI2posNowWKl5W47vwA2uiF1NyRjCsJI8tZSk3cWW4wXbATituxMp8oZvnh8ij/3zAG+eHxKBecPmLsO0EKIGeAngYUth38aONL/76vAP7/b91F8uJgqZ3juqVniBIJIYmo6BVsjljCSt1P7SZGmqrderEIJX3h4nIJjkqp4C+ZGskyXM7S8gLoboksJSBpuiJRQdDQs02C6mgGRijPYusZ620fXBOPF7RKh1ytuObnYoNYLKGcssrZB1jKp5Exq/X29rVRzFpvdAMfUGC/aNF2fKw0XR9cI44SmGxH1e5bv5OI2WL30gpjJkkPBNhkrWOwrZZkqOdcUid3qBf/95kvHp2h0I+o9nyRJqPd86m7IM4eq2163c7y7+YbvVd5rtTPwovR78MIklZ0XksmSw+OzVfaVMkyVHUxdI4wHmvQSIa9/DsJ7c/HPv3ue759d4wcXN7lS7xEmCUGU4Ecx+ysOlqFzYCS37fw6udhgupzh0f0lQBDJ1MmtmDXJ2yZFxySMEy5tdPgnv39uz8/1x517keL+h8AvAL+55diXgX8tpZTAD4UQZSHElJRy+R68n+JDwonZ1Pf4hTOrfOfdNTpexFjBJk7Slo2Jgs3caHbbxarWDXh4X4nj+8sA/MHZVZbqLvVugKVrjGQs0ASWLhAC9lccmm4qOpJ3TPaXbN5Z7lB3A0ZzFv/Vk9MsNf2hpObWVOBOat3Ut7qUee++1TF0mm5wTfA7MV3mhTPrNNw0oJu6hibANnUKGZNPHRrB1MVdVe/uFHkZsLP3G258wf8gGS86PLK/wB9e3MQPY46M5/njxyeYKG6fg63j3bqnu9Z2eX2hzgtn1njuqdk9WVg22JsdyzvDivokgYmiTaMX8alDJQAOjOR4Z7lJJWviRzFBnNYSzFSyN3Vte29/W1CwDWq9gIVNlwMjGQ6N5tA1DU0m13zng9qF4/vLRAlkLA2ZtAljiRvGTBQt3rjSxDE03CDipYubPP/WMp8+VL2t/WnFB8NdBWghxJeBJSnlSbHlAgLsB65sebzYP3ZNgBZCfJV0lc3s7OzdDEexB5kqZ3jumTmePTbBC2dWeelincVGj0OjOR4/UMHUt/cEbxUCAXhkf4WunyAlZCwDUYbVhs9UJUOzG7DZDbAMjYJjst52WWz4jOQtqjkL29D4zTeXeWgyj6kL3DC+YRtVNWdh6gIvTIYWmV4UY+raru1Zzz01w9dfXhj2ln5ypoKuaTw2U6aas3YNpLfLzvkAGC/aNNzglm463m+2tgAJJBvdkOlyhj//qbktPeUlTi42AXYd786K//GCQ8MN+PrLVxgvOsPXXFzv0HTD266Evtds3Zv1wnhYxV3Jmmx0Q0xdkEjJ3GiWpYbLSC5dtTbciLxt8MnZ0nWD4W7724dGJWIztUwVpHv6DTdgrpq9pl9/cL5UcxYHR7O8crnOlbpL1tSZG8nQ6EVkTJ1OELLRDajmbUZz9jW1IIq9wU0DtBDi28DkLk/9EvC3SdPbd4yU8mvA1wCefPJJeZOXKz6kDAL1c8/Mbbuo76wG3SoEkrMNTF1wcCxHIhNq/VX0Jw+kPZhhpLPajHhkf5nHD1T43VPLafqvnCNOJIWMCV7IH12qk3dMPvPAyA0v6iemy5xbaTNf6yGlCULS6EXDYADX9qQ+99Qsyy2P759bx9JTMZRBML8Xq9qd89H1IwxNG77vrfRuv1/sbAH6wYUNmm7ERMHZ5pe93PJu2Gu+teJ/YPJQzlistX1eOLNGGEuiJOFKzd1WMX0/fbKv15o3OD82Oj77yhn+hx8/fFvV64MVcNuLKPbnb7RgEyYxWcvkzGoLP4558kD5miC/3HCpd31+cLGGY2j4UcJo3sI2Sqku/WqHRCZUshZXGx77y1kypoGUMlXR69cFqAC9d7hpgJZS/sRux4UQjwAHgcHqeRp4TQjxNLAEzGx5+XT/mEJxw77j3YRDvvL4NCcXG5xebvLa5QZLDZeSbTJZchgvOnxytkQiJVPlDD91fIqFWhc/SohjyXLDI5ZwsJC6VM1vdOn4Id0gvkZEY6qc4StPzmyr4n5qrjKs4t6tJ/XkYpMvPDwxDKSD1dPdrmq3VpN3/XTlta+c4dBYfhjcTtzxN3Bv2CmWESWSctZgfrNDNZfuOQ96c2/0nW+t+B/ghQkjOYu3lpo8NVfl3GqHrGWQsVLJyvWOx5HxwjUB5YOS2bweu33O2/medu5vZ0wDL0yYLGY5MpHnR4+M7trLvPXc/MwDI/zuqRUavYhHpkv86OFRQHB6ucnbV5s0eum52egFOIaGrmnDWhClDLa3uOMUt5TyLWCozyiEmAeelFJuCCF+C/hrQohfBZ4Bmmr/WXGr7HaRW2t5/PYby4zkLdwgYdP1idrw888e4vOfSC9Y3zy1jBvEw9XHpXoXTWjknXRldmm9w1LDo5Q1OL6vtE1EY7zobLmw2/y1zx3ZtbVqN/WmF86sUclZdPyQpUZvmIK9k1VtGpjX+PbpVbp+xOxINhUm6UXEe8QoYxAEv3lqmclihkNjOao5O9UjD9P5H3ArWYR0P39tuJ/vhQluGLO/kqPtp2n8th8OV5SOodPqp/e3BpQPSmbz/eR6+9v7K/kb3vBtPTfDbkIMaBqcXGrQ8QMmSxkypoYXxIQxxHHcV6kLmSjYfObw6J6pY1C8x/tlN/k8cBE4D/xfwF99n95H8TFhueXx5FyFfeUM40WbJw9U+ZMn9hFu2RQZtCYZmsANIxpeQCITcpbOuyst3lxqDgt1NE2jkrUp5wx+7ZUFvvXO6rCv2A1ivvHKFb7+0uVtVcWD9pqt+FHCixc2cYN0fzuIEt5ZblG/g4rqQYA5u9pGSoltGKw0fZKE61aTf9AMxugGMVMlh7Yf8saVJrWuz9xolqYXYmhpFmHQ+30zU4atFf9rbR9TF4z3Mx5dP+IHFzYQiKHjmRfFFBzjmoCyNUh9WNu5BhmkqbJDOWOw3vLZ7PqstjxOTJeue6MxODdrXZ83rjSJ44S2F9LzIxYbLi9d2OBXX1mk5UXYBvSCmIvrPXpBmp0Z1ILc7LtSfLDcM6ESKeXclp8l8PP36m8rFLVuwP5KZpty0s4irPeMJgQvXtjE1lPv6aWGB4Chp3ekLS+i3e/V3WgHnFlpYRk6D00VafQC3lpscupqi3LW5Kc+MTnsGzX1dEUYxpL5zQ5tL2Kx7jKWtwnjZKjcNNYPLmEst63ebpZ+HQSYKJF94RWdMJastXwOjuV2rSYf8EGkdod2mDWXSEqElHTDmNGczcX1LscmU0/r0YJ923vjg4r/7eYqBbKWzsvzdbpehGVqFByDJIHp8rWV0IP9263cadr2fqbKB++z1vI5OlnEjxLOrLT4J989z0TBYrqSu6ZIbpAan9/okTF1TF1DStB1QaMX0vNikOCGMfVempnphTHNbsha59paEMXeQCmJKT4U7FbNvFR3WWm5/NuXLm+7iD73zAGePTbOC2dW+fXXlnBMnYNjeTp+hBfETBRtLm92cMOERi/AC2Mub/ZYarhphasXM5I1caOYNxebPDZTTvcEw5jFhsul9S7lrIGpaay1fNpuyEKtR85Ke7HztnFN0c3JhTpff3mBOJGM5i38MLmmyGkQYApOKm4RxhJTF/TC6LrV5HBrqd1bDTjXe93gPS6sdlhsusSJxNQ1pko26x2fbhDz2GyZrzw5c1dtZVPlTJo67wuxADxzsMrp5Ra1vvBHOWMxVXau+Qy7nSN3krbdC6ny9yQ+JW8uNollQtePuBLFJFJcUyR3YrrMN165wutX6li6xkrLI2vpeFFMxwvp+DECiGNBR4+4vOkyV80is5KDo9nb0uhWfHC8XyluheKeMkhft72QREqu1Hq8Mp9aTy5s9vjO6TV++TvnOLlQH/5OJWdTydlkLJ2OF3J0PE/G1NE0WGq4rLd8/FBycDRHLCXzm10Waz1WWi5XGj16YUIsE+Y3O+RsAwmM5lJXrUFlcdbSsEyNlhsgBFza6LLR8Sg4xlCMY7nh8i/+8BJLdZf1ts/Z1c6wtWhr+nUQYOZG8uRtg44f0vEiNKDeDanm7V1TkFsv5m9cqfPaQp1LGx1eOLOWPr9Q55e/c5bvnF7lSq3LcsPbVUlqa/p6kOofvC4N2j6nV1rUeyFxIomihKsNH4FktZmKa/zLFy9t+w7uhJ1bCdWczacfGOWZQyP84pce5q987vCuwi87z5FbTbHvZC+kygdzcGqpwWrL5dRik44XEUSSrK2z3j/Hto1JSwN3GMeApO6mane60LD1VEGsG0b0goiuH3C53kMmUMqY1xuG4j6jVtCKPcGNVm67VTM33ZDDE1nW2yEZU2e8YPd7Z1NBu5OLTQqOwaHRtNBISsFjM2UenCry4oVNGt2QiZLDQ1NFcpbJxY0OfhDTciOqWQsJ5C2D5YZHGCV0x98zIvj0A6NoQvDa5ToPjOW52vSI5UD3DK42fJ44MELXjxDAP/vuOV67XKeSNRnttyCttjwurrexzffukbeaE3z6gVFend9kfrPH/nxmWzX5TlK9ZsGbi00ylpaaI4QRL17Y5OGpIl9/+Qq6JhjJ2XhRzLm1DkfG87xwZpVKzh7Oeb3rbyuCe09xqkXPj1hquFi6ThxGtNyIKEmQMmG5ITgwkrtn7lXXWwkL5A0NQm7XOvR63CxVPijke2upiRBwfF/xnot8VHMWS3WXd1faaXGcgCSRNN2QMEoVxbaOaaAgNlFwePHCBl4kafQCkKQr6CAtNjN18IOYxNDJmjHj+RyHxvI3GY3ifqECtOK+s1tK8RuvLWIIyasLDTpexOxIbls1cylj0nJT0YU4Sbi07tILI4I44d+/eoUnDlQpOCaHxnK8caWJEJJLG22OThT53LFxSo5BNWeT7a/UJgo2b19t9Nt7TLKGgWPq+FFEvRey2HAZzZmcWmoRRjEZy+DMaptK1qKYMRA4tLyQvK1TzaaCJ4sNFxLJhfUulayFlJK1lsdkMUPO1jm/3uVHjrxn4rE1wLhhzOcfnrylvc9qzuKli5vb+ogFGqN5i+dPLRMnkpGcjeg7IEHEhfUWLS/mc8fGh3P+g4s1PvPACAXMYbGRY6QKaU0vYrXtYesaMoIESRDF+JHEMTSyljYsvIPU1WprgN7tBgzY9aZst97vxVqvv0JMz5GlussLZ84yW81yaCw//N3btQ7dbWwCed1U+XLD5RuvLXJpvYupCzbaPu9cbfGdd9d4YrZCKWvd1p719W5MT0yXef6t07TdgKYb4IUJutDYV3ZYargcmyxco8A3mrdp9ELqXZ+un8rgJiS4QYIELEMgpSQGpvIWEwUb3dBVYdgeRgVoxX1nZ/tSGEsurXepd30EAtvQWWl6HBrND6uZLUOj1g3JmhqXNnvYho6hCzShcXKxyfH9ZQqk6dHHZkpcXO+y3HQ5MVPpy3DCK5cbCCGI4nRv2TEMShnBaN6hF0T0goAgklRzBiQSxzSYrWb5nVMrmLogZ6XtPkGY8JOfmKSctTi93CSIUyWy0ZyJYxqYC3WKjkHDTVeB9Z5P3jaJ4uSai+OdBJj0Yr7MaM5GSjlsU3p0usgPL24yWcxsU0dzDJ13rjZ5cLK4rWVspG/MMHrYGRYbISRFy8QNEhZNnY4bQZKu5hxDJ4ojdF2w2Q1peyEFx6TkmFxtvpc+3+0G7Ff+8BKrLQ/b0Hbdk9+5Eh4t2DimTsExubje4fvnNvDjiHon7O/H+kOziNsp7to5tsV6jzeuNOj5ETPVLMcmC9iGPixIO7nYGJ5/VxsutqGRtXQurXdpuxF/+vHp4dbAzfasb7TXDdALIip5m7WWj2VqBEEqF+pHMWN55xoFvqW6y7m1DlECD4zmORu3WOskFDMmQRQTJRLb0LFNDdvUkELw6UNVVRi2h1EBWnHf2ZlSnN/sYOikK1AJeccgZ+ustV0OjuZpugHjhVSD++JGt+8ZLQkiyb5SBinhzEqL0b7FZDVnY+oaj82Wh8Uwzx6bYKMdUOsFXNzsYeqCfRWHqVKGKE4Ik4S8Y/KpgyOstFymq1kKjsm51Q4PTRZZ73h0/AjL0JipZoc+1AdH88ML87996TI52+BAJcv5tS6VrEk3iGi4IZah8eMPjt2Ti+NUOcOnD1U5u9pJi9Nsk2OTeUxdY6LoMF60efNKk44fEiYJSQLdIObYZHHb3zk2WeQPz2/Q9kJaXohlCLxAcmwifd2DcYEfXqihCTB1DQGYRuo33AtiXpmvMTuSxTbS9x2w9Qas1vU5tdTi+2fXcEydpw5WCeJ0L97SBa9drjFRcoa95J/rp/UHc1nr+nz/3DqaEIxkbZpeyPm1LofHc0PVsesVd+22Wt05tjevNKl3A/wwZn6zx2Ld5ccfHBv+je+eWUvNUHoBtqFhGTqbHR9T19B1wUKty+Oz1eHnvt73O6iIH5w3cyP54Wp4sK88U8miaYKj47DWdllr+/SChMNj+WuK5NJe8rPomqBoG3SDtJXQ0AQCyDmpHril64zkLXKWwYGRHM8em7jr80/x/qECtOK+s3PPcaXpsdz0yPSt/MJIUovSwqSpfjXzwbEcn3lghP/1P75DLCUlx2CklEHTBM8cqvLOcvuGWtUD1bCTiw3qvYCpkkM1Z3Npo0ciJUkiWWv7nFltYQg4s9KmG0QsbPaYG8ny4GSRlhfyyP4ylzbaLDddHpstb9vzHHyumWqGd1da1HsRfhRh6lpajZy1WW649yRIP3tsgjBmWJw2+MxfOj7F985vpIIXUhJGkkRKxnNpEdhWbEPjMw+MkLF0JHK4b58GjjwrTZ8jE3k2uj6aEGhCcDhj8O5KB8fUkDLdI232Iv7kI+9VBQ9uwAZp87WWi2VqJEjmN3uMF2xWWx5CSsJEknPSvf9LG13+05vLfOaBkWHa+a3FJqttD0vTaWiCatYk019Bt7yQp+aq1wjJDALebqvV5UYPBHT8mIVaj7YbUs1bhHGCJmC94/P21dYwkKV67RotL6SUSQNqL4yw9PRGZSDScqP2rsHKudYNGcvb2/zLy1lz+HvHJovDuoKDo3kmSw7r7YC/+dMPXnPOTJUzzFaztNwIN4jpBDEFx8TQBGttnzBOqGZTffquF1HOWjz31J1X3Cs+GFSAVtx3du451nshUZxwdDLPQq1H042BhLYbUu+G23pA/8wT+zm72kl9pW2TudEspq5RyphDL+brFQttTSe7/QsawPfObeCHMWM5m4mizffPbXKgmmVfOYOhaZxd6zA7kmUkZ/Uv2EVOzFSuaVUZtL7M13ocHMuxuNlloR5Rzpo8fbCKY+r3rH1nkBb+jdev8IOLNdww5thEgRPTJUZzJlNlZ9scdfyIM6tpr/fWgL61bWerdOlAE/3IeJbvnF4nY+kcGs2xVPfYV8kQRjFhIik4Js8crG4TkNnZoxv1TR/cMGGt7bJQ7zFdcljvBkyXcxiaxmKjl66GbYPfe2eVo+N5kkRy6moLR9dSG8VI4kYaYRzT8hIsQ1wjJDMIlLupwDV6IW8utZgbzVLOWKw2XRIJuiboBjEFx2IkZ3JhvTv8nk5Mlzm31iFeadHxQyxdRyYCw9AoZQwKTvr+N2rvGoxlEJwzVloXML/Z4YheGP6eG8Q8NlNmfjPNjBia4DMPXL/o7dBYHjeIeXKuSq3r853Ta6w0E8YKNofH84SxpNYNKGdtfuEnj+1JpzDFdlSAVtx3du45lhyTgm1Qylo8aBtcWG2z0vLTlOiOaubrrRwHgebkQp3nTy3zzVPLTBQdnj5QIZRsS3NuvUGodX1mq5n+6rHE/EaP2WqGja5PNW+xv+JwernF5c0en5ypDFt5dpNgnCpnMHRBrePTC9MK8Ymig21qvLrQ4PMPjt9Tg4K1lseppQ4z1SwlxxxWVM9UnWHlea3rM7/Ro+WFeEGMF0a7unxdTxN9qpzhMw+M8fWXr9ALE4Ik4eHJPIZuXNfFazC/6x2fsbxFGCZ0/BjL0LE0nbrvsdzyieLU5/jyZpeOH6EJga0LrjZ6NLohlg6OIYg0HdcNMYSg0Qt48fwGlZzF/kqGH1zY4KGpItVcumUyCJS7VWavtV3KGRMpU5UyTRPIJG3hq+QslpsumoBMXyDl5GKDLx6f4iuPT2MK+Pa7a4S65OF9BbwwIYxhtpq74TmRnmPpWOZGs7xxJXX5so3Uv3yymBn+3mDF/9hMZXheP3tsfNe/uXWeAcpZi2cOVXl1vsHRyRxeGLPRCShnzT1r46m4FhWgFXuCravZtFrWY73jEUQJJ2Yr/ETeYarsXLNKvVFrzcmFOl/73iUimbDSdHl5vs43Xl3k8w+O8hMP79tWCVzJpjrSF9Z7CCQ5W2d+s8tKy2dfKZMGC0MjiBKOTebpeAmJlNdVYBq0h/3O2yuM5mxmyhlea/skSUTBtml7qUTmo9NF3HB7qvlOef7UMpYhqHcDlhqpxaBt6H2VryLrbY/vn9sglmnl9Wje7lsM7t6+db2Cta2qX7fi4jX4jpYaPdY7PqahMV50yFoaLTdNCXf8kKyhsVT3uLzZJYwksZS03IhiRqeaN7i00eP4/hJeGBNLiOKYjhfT8EKmKxkeniry7kqHly7VeGquck1x187K7I1OwEw1y6GxHPMbPQq2wVrbw48TTE1DiHSv3jY0/Cgefk9T5Qx/+XNH+PInp7dZbYK44Tkx4D1LSHt4E7jeP3e3Frrdrrb7zn8L+8oZnvhsZeimdWKmsie03BW3jgrQij3Hiekya61VjowXtq2Kr9cOcr1A8vypZSKZcGG1g21p2IZGFCf8wdlNxgsZar0IXRO03IipUobFWg+nv1oqZyy8KGa97SOlZKrsDIt/2l5IxtKvq7402GO8tNFhLGcTSck7K21sQ0MXGvVeyP5Khoyp8+p8jWrevkYN7XZZbrj88GKNrheStQ1G8hZhLGl76X7xYq3HH17YwNJ1spZG148JYjkUS7nd9xzM+a26eE2VM/zcZw7yrXdWeWupwUw1y3LDpS0iJosOmpbuadd7Pqsdn5yho+kafhgSJQkg0DVBwTFouiGVrEksDaQUTJUyPDBRoOGGfOrQCKeXm7y11OTHjowNx1HvBrx4YZPRvDWszNY1gW0K5jd6tP2QY5Ml2n0xkCBOsA2Nas7k0GiBMyttntnlM91JK9VU0Rn6Y5ezFkcmNCZLzjA4D1bOh8cL2879W3mvu3XTUuwtVIBW7DnuleDEastjpeli9/uD216EZQiavYjfeP0qx6YK7C9n6AbpyqrWC7B1MUx5OqZOxhK8sdggiIq0eiFBnPpST5YcLq53tvXgDtiqqT1dyXJps0uYJFiaRhDHhKHkRMGh7fmcXunwZx4v35Wk5OCGIE4ker/VbK3lM1F0iKUkY+qMFtI+aKFJLF1neiKHrqdp3q1iKbfLjb6r3aqmByvpWjfk6ESRqXKAZeh0vZi6G9DoBhRMAz9KkHFM3jbQhdYXlrHpuP308cEqtW7AYs0la2ss1V2yls7js1U+/cAoGx2fLx6f2tbK9COHRzmz0uLFC5t8+lCVLzw4zq+/vkw5Zwy3BBIJj+wvUuullo/7K1kMDdbbwR31Cw/6pmudtFDL1DWqeZvPHh7d1c/7m6eWiZKEc6sd2n5akT9asJRP88cUFaAVe5I76QfeyUTR4fWFxnDvUQANt79q9kIW6z0Way4HRzO8drnO28stHEPjRw8XaPQilps9ekHCwZEclZzB21dbSCTjeQcJXKm523pwr9HUtk38KOHQaJ62F9J0Q6ZKDoaeVjyvtwMenioMDUC2Vh3fzmcf3BBMlx3Or3eJ4oQ4Tji72kYT8OBkgXovDTBhLIf90FJK1toeJ2bubj9yt+9qEBijJGGt5fP6QoMXzqzz3FMzw5V0wTF49XKNdi9kueUzVrBwQ50nZsu8dLlOFEvcMCFjCRwzTaMnScJozuLyZo+WFzGRt8nYBm4Y0w0iat2Ajh+y2vL4ty9d5vJml8lihjBOWNjsESWSkX76PZTw5FyF9Y5H24soZUwenS6Ts3V+/KHS0BBFyhsXZ92IF86scWm9SyVnUrLSrMyl9S6jOYvnnjlwzesvrne4UnPJWgZFx8QL02Dt3cI2yP32wlbce1SAVnxk+dLxKX7vnTWaXkjRNgiimDiW6SrS0DE0jY4fcXq5TSljk7f0vlOVy2MzJQAylpFqFUvB47Mm85sdYimpZNM2pY12wJGJ/LCV5+Rig1NLTWxDY6rk8PbVFh0vRhMCQxcUHZM/dmwM29Bp9EIeP1DdNuY7cV8a3BAcGs9jGBrza102eyGmLjg2kSdM4PdPrzFRsDANnZG8QxQnXNxIL/yX1tt8/aUACffswn5ysUGUJJxf614jxfrXP390uOpuexGrLY+5kRwjeZvVls+p9RY5UydfNNjspu11M5UMWVNnoxvx8587zNdfvkI5Z6ILwbm1DgCz1SwvX9qgF0ienKswmrd5faHBcsNL+6bzNhqChc0eP7i4QcE2ma5mmSpmeGR/iWrOZqPj8eKFTUxd3HJx1o14a6lJOWsMFd4ypoHMSt5aavLcLq9vuiGaxvAmKmPpeFFE0w1v+D57weBDce9RZhmKjywnZiv81c/OEceSWi9AF4JS1sA2dSaKNn4UE8YJvSD1cDa09CIuhOTiepf1TurFPDeSp+2HOKZGnKT7tgCOqdH2017rS/1WHDeIeXS6TNONeH0hlewM4hgh4Oh4HtPQqHVTe7/PPDCCbWz/J3gn7ktbTTaKjsVE2eGhySIHR3I03YSJosOh8Twb3RA/SlJBjsUmYZzw1FyF8+s9Xp6vowmxzSDjbqh1U6OGjKmTsXSEEJQz1rY97y8en+JTh0bYV86S67cnISUSQcbW2VfKcmQsTzGTPieRfPpQlROzFQ5UsxSd1MDk8HiOI+MFTF1jte3z5FyFmWoWTQjG8umNQcdPA/2lzS6dICIIJVcbLm9cbnByscGL5zeodX1sQ+fTh6rDFr2Mpd9VkBMCkGL7QSnS47tQzlgkCbhhhJQSN4xIkvT4jRjcEJ1b7fD9c+ucW+0QJcmHygtbcS1qBa34SPMzT89xdLLE86eWeW2hTtMNeWRfkbxjcfJKum8qJWx2AqbKDg9PFan3fJabLhNFh8lihmrOomCn6UZde+/K6oUJBduk60c03GBokVgAPnVohN956ypNN6Lg6ERRwoX1HllLp+gY/OlPTgNcqznd1/y+naKxrSYbj06X+M03OkRxaqYwM5JhNJ9KgEaxxNDSVV3G1LEMg9cWGuQsk9GCuU0Fa6eRxu2uqqs5i9cXGowX3mtt8qKY0by1zdNaAk8frLJQ66a9vobGU3NllhoeTS+gZFs8c7CKFyYcHM0PBUMOjuVwA2dbVfbAxWp/5b1xzo1meXl+k0hPWG25CAG1ToBEkrEMdA3qvYBESl6Zr3F8f/merjqP7ysOJWUdU8MLE5peyJMHyru+/uBYDsdM3aoGlqXT5SxTZWfX1w+4m9S4Yu+iArTiI8+J2QonZissN1x++TupHOL8Zpe2H5G1DXKWQbZfRLZY7/HJ2cqwJeVb76zS9kJmRzK8PJ967VqGRr2Xrq73V/Is1nqsNj26fkzRSYVAqjmbcs5io+PT9tK9VEOHthfw+kKDb7y2yFcen95WYCVgqPntRzEvXdwcKmldz8kKrjXZeHS6xGQxw8WNDkXHpONFLNa7dLwIw9CI4wTdNtho+6y1PUbzFm3fpNkLQAqWW+ne/E8/MsV0JXtH6dJUenKdhhsMK+LdIGF6PL8tQzBoqRvgmDqJhCdmq8yNZq9pQdoqbbnz5qbtRTyyv7Stnaqaszk4mmO9k8q6VrIWQoOsbmBbOqWMwVo7tcxcbnn8T1+4u+C8cx/44anSUFK26caYumCumr2uxObODoalusuZ1RZuGPHNU8vbXN7ea/GCH/YdrEZzNuNFm7xj3lJqXLG3UQFa8bFhqpzhuadm+frLV1io9chbOiO5LLVOQCFrYGsa59Y6HB4vDKtqtwa+dNUjaPRCGm6QqpWZGt1AUMlZCEFftrHJYzMlGt2AKE7QhIZj6Zi6BkGEJqDWV7fa6mv8zVPLfT/fhDcXW2RMnbGCxdnVNmEsbxggtxZqDfYjDU2w0fE5t9qm60ckUqJpglo3xI/TffScbdDzE9zQZ7MTsL+Sp9lLDSjOr3XJ28ZQ9GO34rXrFSalcz3D119eGN4ETI/n0TWxrRp6qujw22+8V0nd8SLOrnY4MJKlnLUYLUTUemmQH6RrB39/t+pxuDYrUXJMvCjBC2NaPZ9GN0CgMVa0CaOEA9Usk8UMfhzfVXA+uVDn6y8vECdyiwGIz2ePjg17kW+Wjdj6uS6sdbhc63F0ojC8UUpd3uCd5TajeYuJosPZ1Q4rbZ84Tqj3AuZrXQ6P5cnZxk1T44q9jQrQio8VA5GNX/hGj1hKyhmTAyPZfpo6lVPcGghvVk2eBlWDiYLDG1caZKxUBOT0cgtdF1imjh/GZC2dKJZI0sAR9tu1Biw3XL5/bh2BYL3tU8maZCyLlhdzebNHx49YavT4uc8cvGkQGVzkXzgj+PrLC3S9tNd4o+uDFERS4gYRlaxFwTFYbwcQJeQcE4RkoxNQyVnMb3bZ7Ph8/qFxylnrmuK1mxUmbRU0uV5wWm55PDFXZqMd0PZDpkoZRnImp6+2Ob3cohskPD1X4YHx/DV//3rfzfashKSYs9hXyfLWYp0/mq8jJVgGhHHMcjOm0jfduF7a+VZYbrjX9d1ebnnX7Zm/3vc3aLkabJvAdpe3g2M5en7Cb568iimg7UU4hkbJMWl7IefWOnzx+AQHx3J3/JkU9x8VoBUfO6bKGb70yCSvXG5Qzljp3qCTkLECnjxwe3utgwpqTYj3dJPdtJ/28w+O89rlOu+udOgFMVnboOqY2Ea6mh6kegeBztJT9arNjs9CrdtfnceM5W3G8jbrneCWU81T5QzPPXOAly5t0upFJJCm8i2dth+maW5N4Efpas8NYzQNgijGMTWQUHIM1js+v33yKkXHYLovLjJ47930rQfHb+UGZ7nh8r2z62gCihmTR/aXAXh9oU4pazGSs2j7IautgKlSuM3t6WaKWtuzEukY19s+P3rYYLHeZbHuptsVOlza6DBZcgBxx+YlJxcbu/pu302f+W4ub+WswVKjR5TA1aZLFCd0ghjZN3exTY3pcoZuELPc9PizT87e0Xsr9gaqilvxseTZYxPMVbMkMqHphiQyueHe4PUYVFAPfn58tsoTB6p89ugYzx6bYLaaY7qSoZy1yNvpKtoyUrGKQap3EOgemipR64a0/LCvZx0SJ/RNDlLno4Em9K2w3HDZ7AR4cUzG0jg0lkfTNDKmhhSQt9OV7yP7y4wXbD45XaZgWxwaLSCBei+k68fEUtLs64hvrfCudYNdzSm2ZgZuNLZvvbOaWjbq+tDR6dRSI01FeyGvX6lT6/gkUjK/2bmtvz/g0nqXs6st/uDsGm9fTdvfTsxUeOJAlU/OVlKP6YzJTzw8OTQvuZMK9lo3YCRn4YXJ8Jhj6Gx0gtuuyh+w9dyCdJWMFJSzFkv1HolM0/ZrbT91ATN1XD9mvtbDMXVmq1nVYvUhR62gFR9LttpN3o2ww/WKlQZ72F95coYXzqzy0qUam5200vuZg9uLvrauwouOwVjOYrWTehI/MJYlkYKlRo/HD5RvuU96sB/aDSLabkicJHT6NoNtzwQJm90AQ4PVlssDozkmSxkW6i5jeQtEeuOQs3RKtknG1odGEIMV7E6bULj1NrH3bkqKvHElrSp3TMHLl2p0g5hK1iSRsNLyma+5fc9vGOtrst8Kyw2Xy7Ueupa2KRm64OxamwMjOSZK6cr06GSBkmNtW6neiWpXNWfhhTHn17pA2oLXcINr9txvh53nlqEJLm126PkRZ1Y7CEDKZCix6hgaDjqTRYeJgsWhsfwdva9i76ACtOJjy71QK7uZLGmaap7juWfmrvs3tgY6CTw2W2Wj7fPuahs/hqKT6mdXc6nJxs0C4Nb90OP7y5xaatLohdh6TL0XUs6aVHMWIzkHy9AwdUE1a/HZo2M8f2o5dZ0q2Dw0WWCqlMELk2G/th/FvHK5NjSI2OiGTJevvTm5Gdu3BlLDiOWWz1rbZ38lw0Qxw1rbZX6jR942sXVB0w25vOHy1c8evKXv5uRig6MTec6vdfHChP3lDKeXW8xvdnhsZppXL9cwNI250ezwdwY3QLerypVWX/scHs+x1v8cuiZ47qnZOz7Hdp5bWUNjseYyVrTJWRpNN6IXJhQsDSEECamv9UjGxI/lHd8YKPYOKkArFHfJ3Qb6rSulvK2nKy9d448/Msn8posQkqJj3NTGcMDO/dBH95c5v9ZiuekxXnSYq2aRAqQUzFazNHohC3WX508t8/SBCt96d431tj8sTMtaJscm89S6Pi/P1yluKQojCfDCeFfLyhtRzVks1d2hzGbBMTA1wf5yhpxlEMaSOIGCk1a1C6DkWDwwlhZd3YoBRK0bMF3JkrcN5jd6BHHqkd3pV7RXcxYZM3Ute2up2fdodnBM7bZVubYGU8fUeWy2fE8U2baeW//78+/wif1F/CghkYIwSkBCEEsmijZRItE06IYxP3l0VKW3PwKoAK1Q3Ge2XtyLjkW9F3F0Isd0JYuha5xd7VB0rJvaGA7Yuh+asXTy/UKuIJaph7UfUnJMNjoe3z+3ztGJImN5i8ubXRZrHkcmcmx00rar06308ZtILmx0SRLJ5x+aoNELhj3KnSC6perybZ95R3tV0w15Z6XNkbEclq7T8kM6fkQ5a6MJeObQCI/PVq7xmr4RW20dB61iW53IBnakW8dwecPl+P48jmlybq1N24sQgBfGvLZQY6LoDO0fdwbge5GRuRGrLY99pQxrbZ8EsAwdE4kXJdTdgAPVLKN5m5xt3nYthWJvogK0QrEH2NnHvNXT96e39ErfCrvth252fSxDH4p/eGFC041StytLxw0jIgmjeYPNrk8iUy3qtbbLuytt6r0IQxOUMgb/7pUFvDBmJGtzeCJHrSv5xitXGC3Yt6znvbO9quRYPDSR7pnqusa+UhYpoeWF6JpgbiR97nakUG9UH7B1DPMbvdQIRcBE3uIHF2skCSRITF2j7YZIKdNKeNug5UZ9k5S717q+nVT6RNGh6YVcXO9QsvXUFEVKSqaOrWustQOOTRR4/EBVrZ4/IqgqboVijzHQqf5zzxzYJmRyq5yYLmNoGofHc5i6YK3tY+oaTxwoU83ZzI1mccOYWs+naBu4YYQbJOSsdCV5ueYONbSjWDJeSL2wNQ0urPdw/RhDpP7Pry806bgB87UeZ1fbjObtW9LzrnUDspYBItU1R0iOTBTwIjkcty5S288nD1QoZ81hiv929lZNXfDyfI0/OLuGF0bXuI5lrdQW9PBEnkf2lRCa4O2rbdwwppyxaHQDGr2Qq02f9VZAvROSIFnveLdVUb8bg0p2N4hvad6ePlDh9NU285tdgjghYwjiOCFvG0wUbUZyFo9MV+7Y2EOx91AraIXiI8Zu+6FTRYeTi03aXkg5a3F4PMflzS6GrmEbGscmisxvdGl6AUKmq26grwdt4pga9W6IpgmEJpAIDF1H0xIu1z0+dTBH0w1540qdtpeutl84I3a1VITU+vOPLtWo5MxUOzqKeXelwyemCuwrZ7aNezff5Jux1e6y6JhsdgNOLrZ4eKo0/P1qzuKli5tk+n7hAEubLgLJUsMliiUtL6DjxXT8mIKjs9hwcboaYZTw2Ezltp3HtrJbH3m9F/AvX7zEgZHcthX1csNlqenzx46NsvmqR9uPyZg6Tx2o4JgmG12fsYKp3Ks+YqgArVB8BNltP3Sg6jVInf/CTx3j5GJaHJWzDUYLqc/yRNHBDWKEBpomKGVT8wUJzFQcLm30CJMEXUsfX97s0Q0i1jo+5X7AdcOIFy9s3kBDXG53euo7PJWy5jWqW7dSELaTG9ldjhedVOlsuszzby0zmkvNRDbaPleaPUbyFlEkAclmJzXSMHSRmqp0PeIYNHFnzmNbGVSy17o+8xs9Vlouay2fUsbgiQPVobTnaM7k1NUWlq6Rt3QmSxnOrrWJE0k3iJmqZBFC8NXP3l4dgGLvowK0QvEx4VaC9hOfrfDOcpMfXKwxkrP4scOjvLvSoREHTJVsglgyWUz7kIsZCz+KyFkGl2tdDozkhitRgcZo3rpuT7FE8NRchYVNN12l2yZPzVXoO3neNTvtLiHthZ7f6GxboT40mWetHdDyQhpuyHQlS5xI2l7EeNFhpeXRDfo65rpAQyMiYqnusthw+crj03c8xmrOYrHeG95EuH5MgqTlRTR6ASC4tN7lyqZgpeVS7/hcbfnMjuR4cLLIwmaHd1c77Ctn+OpnD3JitnJvJk+xZ1ABWqH4GLNb0D4xW+HZYxPD4qWn5iqAZGHT4qX5OrPVDAUnbV2q90J+7Mgo59a75EwDKSVemPRdtYrXVf2q5izcIObxA+8FlUGF9Z2ws9hKkAqxbLW7vLzZ4eJGl+WWhybADxMimfaAT1ezvHq5TilrcHGtx+HxPC03xAtiwiihnDXJmqmvtWWY6LpgNGfedXvdC2fW0bV0S6HlRxiaxr5ShvmNHgiJqQsubnSxdLhSd/GihLMrbaYrDgdHC2haepOlgvNHExWgFQrFNVyvZejkQp3nTy2z2vJ4eF+RLx2f4sRsha+/NM/Z1c5wNXxsMo+pa9cNuDersL4ddjPt2Gj7+FE8tLvc6HicXm5TzlqMF9JMwMDMwjHTcUokOcvgp45PcKXWY7npMVa0qXdDRvMOEhjJWUSJ5IGxHBJx07HdiKlyhgPVLC0vXcHnHYNKX4O85aU2kRttH0uDjhfhhgmmLkhkwmrLx48SHp8ps9rybvJOig8rKkArFIpbZuCtvZNnj00Qxgz3s28WcG+mwAZp4H3hzBpvLTURAo7vK/LssWuLoHYWW4WxpNYL8MKIzW5AJRMSxgkFxyRr6UwUM9vMLGaqOb54fGp401BwDGpdn6MTebqew8WNDlEsiSU0eiEPjOU4NJa/q/3nAQfHcrhB6lhV6wa8caVBww0o2CZ+FFPrBRQzJvgJWVsniCS6pqEJyBgaG92Ah6aKdz0Oxd5EBWiFQnHX3ErA3e13buR09Y3XFrm03qWcNUAKvndukxcvbLK/nEHCUDDk4nrq4Q0Mg5xjCsYLGQ6N5Ti72qHWDZgo2lSyNnknvew5hs5a2+PETGWYIu/4IUuNHpc2uhwazXNiuszD+0p8/9wGsUwwNI1HZ9I2tnshpbk1k1DOmhwZz3NmtUUxY1DJZjm70uTdlRauHyOQJImk0E+3h4mk1gn50m1YWSo+XKgArVAo7gn3Uknr5GKDWsenkjPJmAadfuFUnCTUeyEHRrJDwZCFWo8gSgjihFNLLUxdMJZP1cNmqzkqWYt3V1pMFB3Or3Vxg5goTri40cELYy6td3j1cp0oTgjjBFPXcEyd8aI9VCErZy1OLzcJ4oR9/Qrwe/FZd97YTJUdvnh8kqlyhpMLdf7jmzpIECJdOVtCEsWSyICiofMnHp1U+88fYVSAVigUe45aNyCME0pWmkZea7vkLJ2rjZByTqOStXHDiPWOx1TJ4Q/ObPDQvgICSRjBO8st9pVsTi03kRKyhkbeMjg8nuPiepe3l1rYpuDzD41zcb3LmdUOD07mGc07eFFMGCe8sVCnkrXI2QamLjg4mn9f+oyvd2Pz71+9giZgfyXL1YZLHCc4lk7BMfjE/jIHx3J8+ZN3XkWu2PuoAK1QKPYc1ZyFqWt4UUzGNOiFMYbQSKSkZKd7zY6h0/JCpK0zVXIoORaLuMQyIU4SLm24zFSzBHFM0w9ZabrQgnPrHcpZg08/MMqhsTwvXqhRyhi0vIixgiBjGkyVHGrdgIyl37ZIyp2ytRJdAK/M19hfyVBwHLK2zkrDRUPgRQlPzVVu0GOu+KigArRCodhznJguc26tw6X1LjIr0RE03YCCY1DKpgHai2IKjsF622emmuXxAxXmRnP89ptX035q0RdDQTBecLiw2eOhyQJHx4tYhmB+swfARscnSRJ0TWe8kBZsIQU522Cq6PDNt67y9tU2CZJH95f4uc/c+57jnZXoP7iwgRfGLGy62KaOZWhMlhwEgof3Fa+r0Kb4aKECtEKh2HNMlTN85fHpYRV3wTHJ2gaHxrKstQLqPZ8kgelyllo3YLyY9jtXcxbjeZv1louuCUxdsL+cZ7XlogFRIik6Jn6UECcB3z+3TiVrstL00ITk4nqHfaUMkZSM5y3+/u+8y0LDpWCn7WI/vLjJycUmh8dzjBWc61aW3y47K9GbbkDONlJvbt0hihKW3RBDg//5+LG7ei/FhwcVoBUKxZ5kqpzhuWcO8Fz/8SAFbBsdmm5IOWMxVXZ4fLY81BnP2QbFjEE5azE3kmO0kKqenVsLcUydgm0yN5rljStN1lsBsZTMVnOpJ7VtEEvJWtvj8dkKq20vNRRxTDKWjh/GRDJgo+OTNTWmyzleudxgox3wlSdn7ipID2Q/B2x2UwctW9fohjFCgKNrPDhVUEVhHyNUgFYoFB8KblQlvlWy9OhEAUMIam5Iz49ASGIpsU2NudEs1ZzNYzMl/sNGB0MTVHMmf/LEPuq9gJYbkkj4ypMz/L1vniaUkmLfOKQXxJCkFoBBIsnaBkIIar3gupKmN2LrnvPlzS5+mDBTzXJxvcP8RpeuH5GzdPaXHBJgPG9xdEL1PH+cUAFaoVB86NkZvFORk1VOXW0hJTx7ZIwwTv2dE5n+/8BIjmMTBWaqWQAO8p7c6FQ5w0TR4cxyCz9MyFg6YZIQxhJdE+SsfqGaqdF04+tKml6PnXvOXhjzynydphvw6uU6jqmhCRPbFKx2fCbyFrapc3Asd8/mTLH3UQFaoVB85EjT43Pbjg1WrIOq7OeemtmWGt+pfval41OcutJkoeEiZUISJ4RJQsYyOdwPlF5ffvN2VcV27jnPVtO/98KZNZaaLjJONc11zSBr6kgBXpTcE3EUxYcHFaAVCsXHgpu5ee1spToxW+EXfvpB/p8/vMjbV9tommC2kmGimKGQMej5EU0vZK6ave3AuXPPGSBrGdR7IRXHYLnlE8mEWtcntA3avuDHDo+qtqqPGSpAKxSKjy03Uz87MVvhH80+MXy8Ux/8yQPlO6riruYsun7U1+BO/aBfv1LHDyMaYUIiIWcZJBL8OGYqn6GctW/+hxUfKVSAVigUiltkZ2X5nXByoc5/PrfOycUmeUujkLHIWjrrLQ8/iqm7IaM5G00IwiQN1gdHstwjq2zFhwjtfg9AoVAoPi6cXKjzte9dQgKPzZRp9CJOLjaY3+gyWXLIOQaOprHe9ml5IX4YkzU0llv+XZpbKj6MqBW0QqFQfEA8f2qZcs6g0k9XT5QyCAGxBJkkXFjrEibpa/0owTIEvSCmG8S8udhQ8p4fM9QKWqFQKD4gVlsepX7lNkDG0oilZKXR443FFpoAvf9cJCGO0/7tnKXzznKb33h98f4MXHFfUAFaoVAoPiAmig5NLxw+Hi84xAm03AjTEFiGnvZA958PE8hbBralU8oYvHhh8/4MXHFfUAFaoVAoPiC+dHyKRjfqa4knREnCeN4CAQJS/XAt3W3WASFACI2eHxNHCX4c39fxKz5YVIBWKBSKD4gTsxW++tmD5G2Dq02XvG3wN3/6IQ6N5rBMnaylEwOGBgnpBVrKBMfUWen4HB0v3OdPoPggUUViCoVC8QFyYrZyjeHFX/yROf7Bty+QtXWSOCGRkihIyFgCxxSYOsSJ4GeemLlPo1bcD1SAVigUivvMzzw9B8D/+9IValJSzVo8cqRAjEajF5A1dZ4+WFVOVh8zVIBWKBSKPcDPPD3Hzzw9t81IY6tG+BcenrjfQ1R8wKg9aIVCodhDTJUzfOHhCTKWzkbHJ2PpfOHh25cTVXz4UStohUKh2GPcTCNc8fFAraAVCoVCodiD3HWAFkL890KId4UQbwsh/v6W478ohDgvhDgjhPipu30fhUKhUCg+TtxVilsI8Tngy8AJKaUvhBjvH38Y+FngE8A+4NtCiKNSStVlr1AoFArFLXC3K+i/AvxdKaUPIKVc6x//MvCrUkpfSnkJOA88fZfvpVAoFArFx4a7DdBHgR8TQrwkhPgDIcRT/eP7gStbXrfYP3YNQoivCiFeEUK8sr6+fpfDUSgUCoXio8FNU9xCiG8Dk7s89Uv9368CnwKeAn5NCHHodgYgpfwa8DWAJ598UnmSKxQKhULBLQRoKeVPXO85IcRfAX5dSimBPxJCJMAosARs1aSb7h9TKBQKhUJxC9xtivs3gM8BCCGOAhawAfwW8LNCCFsIcRA4AvzRXb6XQqFQKBQfG+5WqORXgF8RQpwCAuAv9FfTbwshfg14B4iAn1cV3AqFQqFQ3Dp3FaCllAHw31znub8D/J27+fsKhUKhUHxcUUpiCoVCoVDsQVSAVigUCoViD6ICtEKhUCgUexAVoBUKhUKh2IOoAK1QKBQKxR5EpF1RewMhxDpw+X6PY48zStprrrh11JzdPmrObh81Z7ePmrOUA1LKsZ0H91SAVtwcIcQrUson7/c4PkyoObt91JzdPmrObh81ZzdGpbgVCoVCodiDqACtUCgUCsUeRAXoDx9fu98D+BCi5uz2UXN2+6g5u33UnN0AtQetUCgUCsUeRK2gFQqFQqHYg6gA/SFCCPE3hBBSCDHafyyEEP9YCHFeCPGmEOLx+z3GvYIQ4v8QQrzbn5f/IIQob3nuF/tzdkYI8VP3cZh7DiHEF/vzcl4I8bfu93j2IkKIGSHEd4UQ7wgh3hZC/PX+8aoQ4ltCiHP9/1fu91j3GkIIXQjxuhDiP/YfHxRCvNQ/3/6dEMK632PcS6gA/SFBCDED/CSwsOXwT5N6bR8Bvgr88/swtL3Kt4DjUspHgbPALwIIIR4Gfhb4BPBF4P8UQuj3bZR7iP48/DPS8+ph4Ln+fCm2EwF/Q0r5MPAp4Of78/S3gO9IKY8A3+k/VmznrwOntzz+e8A/lFIeBurAX7ovo9qjqAD94eEfAr8AbC0a+DLwr2XKD4GyEGLqvoxujyGl/D0pZdR/+ENguv/zl4FflVL6UspLwHng6fsxxj3I08B5KeXFvpXsr5LOl2ILUsplKeVr/Z/bpAFnP+lc/av+y/4V8F/clwHuUYQQ08AfB/7v/mMB/Djwjf5L1JztQAXoDwFCiC8DS1LKkzue2g9c2fJ4sX9MsZ2/CPxO/2c1Z9dHzc1tIoSYAz4JvARMSCmX+0+tABP3a1x7lH9EushI+o9HgMaWG2l1vu3AuN8DUKQIIb4NTO7y1C8Bf5s0va3Ywo3mTEr5m/3X/BJpSvLffJBjU3z0EULkgf8P+B+llK10QZgipZRCCNUi00cI8SeANSnlq0KIZ+/zcD40qAC9R5BS/sRux4UQjwAHgZP9C8A08JoQ4mlgCZjZ8vLp/rGPBdebswFCiJ8D/gTwefleP+HHes5ugpqbW0QIYZIG538jpfz1/uFVIcSUlHK5v9W0dv9GuOf4EeBPCSG+BDhAEfhl0m05o7+KVufbDlSKe48jpXxLSjkupZyTUs6RpoEel1KuAL8F/Lf9au5PAc0tKbaPNUKIL5Km0/6UlLK35anfAn5WCGELIQ6SFtj90f0Y4x7kZeBIv7LWIi2m+637PKY9R3/v9F8Ap6WU/2DLU78F/IX+z38B+M0Pemx7FSnlL0opp/vXsJ8Ffl9K+V8D3wW+0n+ZmrMdqBX0h5vngS+RFjr1gP/u/g5nT/FPARv4Vj/z8EMp5V+WUr4thPg14B3S1PfPSynj+zjOPYOUMhJC/DXgdwEd+BUp5dv3eVh7kR8B/jzwlhDijf6xvw38XeDXhBB/idSV78/en+F9qPibwK8KIf434HXSGx9FH6UkplAoFArFHkSluBUKhUKh2IOoAK1QKBQKxR5EBWiFQqFQKPYgKkArFAqFQrEHUQFaoVAoFIo9iArQCoVCoVDsQVSAVigUCoViD6ICtEKhUCgUe5D/H4Nn86R2B1UpAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 1, figsize=(8, 8))\n", "\n", "for i, (session, tsne_fit) in enumerate(tsne_res.items()):\n", " ax.scatter(tsne_fit[:, 0], tsne_fit[:, 1], alpha=0.3)" ] }, { "cell_type": "markdown", "id": "2aae1cf1", "metadata": {}, "source": [ "## UMAP" ] }, { "cell_type": "markdown", "id": "67b68c72", "metadata": {}, "source": [ "### manually build ratio matrix " ] }, { "cell_type": "code", "execution_count": 1, "id": "8a290869", "metadata": { "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2023-11-02 16:58:15.067975: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA\n", "To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.\n", "2023-11-02 16:58:19.712038: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory\n", "2023-11-02 16:58:19.712066: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine.\n", "2023-11-02 16:58:19.766104: E tensorflow/stream_executor/cuda/cuda_blas.cc:2981] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n", "2023-11-02 16:58:20.848939: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libnvinfer.so.7'; dlerror: libnvinfer.so.7: cannot open shared object file: No such file or directory\n", "2023-11-02 16:58:20.849200: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libnvinfer_plugin.so.7'; dlerror: libnvinfer_plugin.so.7: cannot open shared object file: No such file or directory\n", "2023-11-02 16:58:20.849207: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Cannot dlopen some TensorRT libraries. If you would like to use Nvidia GPU with TensorRT, please make sure the missing libraries mentioned above are installed properly.\n" ] } ], "source": [ "from umap import UMAP" ] }, { "cell_type": "markdown", "id": "09f62f95", "metadata": {}, "source": [ "### Single" ] }, { "cell_type": "code", "execution_count": 106, "id": "687b00e1", "metadata": {}, "outputs": [], "source": [ "umap_2d = UMAP(n_components=2, n_neighbors=50, min_dist=0.1) #, random_state=0, init='random')\n", "\n", "umap_res = {}\n", "for i in range(3):\n", " umap_res[i] = umap_2d.fit_transform(syl_ratio_mx)" ] }, { "cell_type": "code", "execution_count": 134, "id": "5c6d0e68", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/sobolev/projects/pySIT/lib/python3.8/site-packages/sklearn/manifold/_t_sne.py:800: FutureWarning: The default initialization in TSNE will change from 'random' to 'pca' in 1.2.\n", " warnings.warn(\n", "/home/sobolev/projects/pySIT/lib/python3.8/site-packages/sklearn/manifold/_t_sne.py:810: FutureWarning: The default learning rate in TSNE will change from 200.0 to 'auto' in 1.2.\n", " warnings.warn(\n", "/home/sobolev/projects/pySIT/lib/python3.8/site-packages/sklearn/manifold/_t_sne.py:800: FutureWarning: The default initialization in TSNE will change from 'random' to 'pca' in 1.2.\n", " warnings.warn(\n", "/home/sobolev/projects/pySIT/lib/python3.8/site-packages/sklearn/manifold/_t_sne.py:810: FutureWarning: The default learning rate in TSNE will change from 200.0 to 'auto' in 1.2.\n", " warnings.warn(\n", "/home/sobolev/projects/pySIT/lib/python3.8/site-packages/sklearn/manifold/_t_sne.py:800: FutureWarning: The default initialization in TSNE will change from 'random' to 'pca' in 1.2.\n", " warnings.warn(\n", "/home/sobolev/projects/pySIT/lib/python3.8/site-packages/sklearn/manifold/_t_sne.py:810: FutureWarning: The default learning rate in TSNE will change from 200.0 to 'auto' in 1.2.\n", " warnings.warn(\n" ] } ], "source": [ "tsne = TSNE(n_components=2) #, random_state=0)\n", "tsne_res = {}\n", "\n", "for i in range(3):\n", " tsne_res[i] = tsne.fit_transform(syl_ratio_mx)" ] }, { "cell_type": "markdown", "id": "c4d108ff", "metadata": {}, "source": [ "### Multiple" ] }, { "cell_type": "code", "execution_count": 54, "id": "64451334", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['009266_hippoSIT_2023-04-20_08-57-39']" ] }, "execution_count": 54, "metadata": {}, "output_type": "execute_result" } ], "source": [ "selected = sessions[7:8]\n", "selected" ] }, { "cell_type": "code", "execution_count": 51, "id": "61f2bc3c", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Session 009266_hippoSIT_2023-04-20_08-57-39 done\n", "Session 009266_hippoSIT_2023-04-20_15-24-14 done\n", "Session 009266_hippoSIT_2023-04-21_08-43-00 done\n" ] } ], "source": [ "umap_res = {}\n", "\n", "for session in selected:\n", " animal = session.split('_')[0]\n", " moseq_file = os.path.join(source, animal, session, 'moseq.h5')\n", "\n", " with h5py.File(moseq_file, 'r') as f:\n", " syl_ratio_mx = np.array(f['syl_ratio_mx'])\n", " idxs_srm_tl = np.array(f['idxs_srm_tl'])\n", " \n", " umap_2d = UMAP(n_components=2, n_neighbors=50, min_dist=0.25) #, init='random')\n", " umap_res[session] = umap_2d.fit_transform(syl_ratio_mx)\n", " \n", " print('Session %s done' % session)" ] }, { "cell_type": "markdown", "id": "6153d82e", "metadata": {}, "source": [ "### Visualization" ] }, { "cell_type": "code", "execution_count": 135, "id": "f34b37da", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 1, figsize=(8, 8))\n", "ax.grid()\n", "\n", "for i, (session, umap_fit) in enumerate(tsne_res.items()):\n", " #if i == 2:\n", " ax.scatter(umap_fit[:, 0], umap_fit[:, 1], alpha=0.1)\n", " #ax.set_xlim(-10, 10)" ] }, { "cell_type": "code", "execution_count": 136, "id": "8b046f2d", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 3, figsize=(12, 4))\n", "\n", "for i, (session, umap_fit) in enumerate(tsne_res.items()):\n", " axes[i].scatter(umap_fit[:, 0], umap_fit[:, 1], alpha=0.1)\n", " #axes[i].set_xlim(-10, 10)\n", " axes[i].grid()" ] }, { "cell_type": "code", "execution_count": null, "id": "42e68849", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 5 }