From 63a948e9d8ea3567ce5bb2616db60d1d28378191 Mon Sep 17 00:00:00 2001 From: Luigi Sbailo <sbailo@fhi-berlin.mpg.de> Date: Thu, 19 Nov 2020 17:08:34 +0100 Subject: [PATCH] Add hdbscan --- clustering_tutorial.ipynb | 363 +++++++++++++++++++++++++++++++------- 1 file changed, 296 insertions(+), 67 deletions(-) diff --git a/clustering_tutorial.ipynb b/clustering_tutorial.ipynb index cbe3d7d..661a17a 100644 --- a/clustering_tutorial.ipynb +++ b/clustering_tutorial.ipynb @@ -2,11 +2,11 @@ "cells": [ { "cell_type": "code", - "execution_count": 86, + "execution_count": 3, "metadata": { "ExecuteTime": { - "end_time": "2020-11-18T17:45:44.771695Z", - "start_time": "2020-11-18T17:45:44.764029Z" + "end_time": "2020-11-19T14:11:38.076548Z", + "start_time": "2020-11-19T14:11:36.753883Z" } }, "outputs": [], @@ -23,11 +23,11 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 4, "metadata": { "ExecuteTime": { - "end_time": "2020-11-18T16:37:22.299806Z", - "start_time": "2020-11-18T16:37:22.293570Z" + "end_time": "2020-11-19T14:11:38.080672Z", + "start_time": "2020-11-19T14:11:38.077921Z" } }, "outputs": [], @@ -331,11 +331,11 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 124, "metadata": { "ExecuteTime": { - "end_time": "2020-11-18T15:50:49.386512Z", - "start_time": "2020-11-18T15:50:49.375972Z" + "end_time": "2020-11-19T15:09:00.542108Z", + "start_time": "2020-11-19T15:09:00.536055Z" } }, "outputs": [], @@ -352,25 +352,22 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 133, "metadata": { "ExecuteTime": { - "end_time": "2020-11-18T15:53:13.899910Z", - "start_time": "2020-11-18T15:53:13.870701Z" + "end_time": "2020-11-19T15:09:51.060621Z", + "start_time": "2020-11-19T15:09:51.048654Z" } }, "outputs": [], "source": [ "n_samples = 2000\n", "random_state = 0\n", + "n_samples = [300,300,300,500]\n", + "cluster_std=[3,1,1,1,1]\n", "X, y = make_blobs(n_samples=n_samples,\n", " random_state=random_state, \n", - " centers=[[0,0],\n", - " [0,0],\n", - " [0,0],\n", - " [0,0],\n", - " [0,0]\n", - " ])\n", + " centers=[[0,0],[0,0],[0,0],[0,0]])\n", "\n", "blob = 0\n", "X = np.where (y==blob, scaling(X,1,5), X.T).T\n", @@ -394,36 +391,37 @@ "X = np.where (y==blob, rotate(X, 0.05*math.pi), X.T).T\n", "X = np.where (y==blob, translate(X, -6, -1), X.T).T\n", "\n", - "blob = 4\n", - "X=np.where (y==blob, scaling(X,7,5), X.T).T\n", - "X = np.where (y==blob, translate(X, 15, -25), X.T).T\n" + "# blob = 4\n", + "# X=np.where (y==blob, scaling(X,7,5), X.T).T\n", + "# X = np.where (y==blob, translate(X, 15, -25), X.T).T\n" ] }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 134, "metadata": { "ExecuteTime": { - "end_time": "2020-11-18T15:53:14.192947Z", - "start_time": "2020-11-18T15:53:14.044674Z" - } + "end_time": "2020-11-19T15:09:51.697151Z", + "start_time": "2020-11-19T15:09:51.547116Z" + }, + "scrolled": false }, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.collections.PathCollection at 0x7f2c1c162450>" + "<matplotlib.collections.PathCollection at 0x7f6994efdc50>" ] }, - "execution_count": 28, + "execution_count": 134, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ - "<Figure size 432x288 with 1 Axes>" + "<Figure size 864x648 with 1 Axes>" ] }, "metadata": { @@ -433,52 +431,52 @@ } ], "source": [ - "plt.scatter(X[:,0],X[:,1],c=y)\n" + "plt.scatter(X[:,0],X[:,1],c=y)" ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 135, "metadata": { "ExecuteTime": { - "end_time": "2020-11-18T15:52:21.527919Z", - "start_time": "2020-11-18T15:52:21.517243Z" + "end_time": "2020-11-19T15:09:58.394586Z", + "start_time": "2020-11-19T15:09:58.391182Z" } }, "outputs": [], "source": [ - "noise_points = 200 \n", - "noise = np.concatenate([np.expand_dims(np.random.random(noise_points),axis=1)*50-10,\n", - " np.expand_dims(np.random.random(noise_points),axis=1)*80-40],axis=1)\n", + "noise_points = 100 \n", + "noise = np.concatenate([np.expand_dims(np.random.random(noise_points),axis=1)*25-10,\n", + " np.expand_dims(np.random.random(noise_points),axis=1)*70-30],axis=1)\n", "y = np.concatenate ([-1*np.ones(noise_points),y])\n", "X = np.concatenate([noise,X])" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 136, "metadata": { "ExecuteTime": { - "end_time": "2020-11-18T15:51:19.882094Z", - "start_time": "2020-11-18T15:51:19.724468Z" + "end_time": "2020-11-19T15:09:59.386911Z", + "start_time": "2020-11-19T15:09:59.228122Z" } }, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.collections.PathCollection at 0x7f2c1cd77090>" + "<matplotlib.collections.PathCollection at 0x7f6994eea790>" ] }, - "execution_count": 9, + "execution_count": 136, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ - "<Figure size 432x288 with 1 Axes>" + "<Figure size 864x648 with 1 Axes>" ] }, "metadata": { @@ -493,45 +491,47 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 137, "metadata": { "ExecuteTime": { - "end_time": "2020-11-18T15:51:20.624025Z", - "start_time": "2020-11-18T15:51:20.585168Z" + "end_time": "2020-11-19T15:10:05.106632Z", + "start_time": "2020-11-19T15:10:05.081391Z" } }, "outputs": [], "source": [ - "eps = 2.7\n", + "eps = 1.9\n", "min_samples = 20\n", + "\n", "cluster_labels = DBSCAN(eps=eps, min_samples=min_samples).fit_predict(X)\n" ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 138, "metadata": { "ExecuteTime": { - "end_time": "2020-11-18T15:51:20.979324Z", - "start_time": "2020-11-18T15:51:20.827904Z" - } + "end_time": "2020-11-19T15:10:05.440827Z", + "start_time": "2020-11-19T15:10:05.275314Z" + }, + "scrolled": false }, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.collections.PathCollection at 0x7f2c1cce7350>" + "<matplotlib.collections.PathCollection at 0x7f6994e50390>" ] }, - "execution_count": 11, + "execution_count": 138, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ - "<Figure size 432x288 with 1 Axes>" + "<Figure size 864x648 with 1 Axes>" ] }, "metadata": { @@ -546,45 +546,197 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 119, + "metadata": { + "ExecuteTime": { + "end_time": "2020-11-19T14:54:09.441261Z", + "start_time": "2020-11-19T14:54:09.245370Z" + }, + "scrolled": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.collections.PathCollection at 0x7f6995246850>" + ] + }, + "execution_count": 119, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 864x648 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "labels = KMeans(n_clusters=4).fit_predict(X)\n", + "plt.scatter(X[:,0],X[:,1],c=labels)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# HDBSCAN" + ] + }, + { + "cell_type": "code", + "execution_count": 186, + "metadata": { + "ExecuteTime": { + "end_time": "2020-11-19T15:27:12.919511Z", + "start_time": "2020-11-19T15:27:12.904610Z" + } + }, + "outputs": [], + "source": [ + "random_state = 0\n", + "n_samples = [300,300,300,500,500]\n", + "cluster_std=[3,1,1,1,1]\n", + "X, y = make_blobs(n_samples=n_samples,\n", + " random_state=random_state, \n", + " centers=[[0,0],\n", + " [0,0],\n", + " [0,0],\n", + " [0,0],\n", + " [0,0]\n", + " ])\n", + "\n", + "blob = 0\n", + "X = np.where (y==blob, scaling(X,1,5), X.T).T\n", + "X[:,0] = np.where (y==blob, X[:,0]+X[:,1]**2/20, X[:,0])\n", + "X = np.where (y==blob, rotate(X,0.15*math.pi), X.T).T\n", + "\n", + "blob = 1\n", + "X = np.where (y==blob, scaling(X,1,3), X.T).T\n", + "X[:,0] = np.where (y==blob, X[:,0]+X[:,1]**2/10, X[:,0])\n", + "X = np.where (y==blob, rotate(X, 0.95*math.pi), X.T).T\n", + "X = np.where (y==blob, translate(X, 13, 10), X.T).T\n", + "\n", + "blob = 2\n", + "X = np.where (y==blob, scaling(X,1,3), X.T).T\n", + "X[:,0]= np.where (y==blob, X[:,0]+X[:,1]**2/10, X[:,0])\n", + "X = np.where (y==blob, rotate(X, 0.15*math.pi), X.T).T\n", + "X = np.where (y==blob, translate(X, -1, 25), X.T).T\n", + "\n", + "blob = 3\n", + "X = np.where (y==blob, scaling(X,0.5,10), X.T).T\n", + "X = np.where (y==blob, rotate(X, 0.05*math.pi), X.T).T\n", + "X = np.where (y==blob, translate(X, -6, -1), X.T).T\n", + "\n", + "blob = 4\n", + "X=np.where (y==blob, scaling(X,7,5), X.T).T\n", + "X = np.where (y==blob, translate(X, 15, -25), X.T).T\n" + ] + }, + { + "cell_type": "code", + "execution_count": 187, + "metadata": { + "ExecuteTime": { + "end_time": "2020-11-19T15:27:13.704102Z", + "start_time": "2020-11-19T15:27:13.699525Z" + } + }, + "outputs": [], + "source": [ + "noise_points = 100 \n", + "noise = np.concatenate([np.expand_dims(np.random.random(noise_points),axis=1)*50-10,\n", + " np.expand_dims(np.random.random(noise_points),axis=1)*80-40],axis=1)\n", + "y = np.concatenate ([-1*np.ones(noise_points),y])\n", + "X = np.concatenate([noise,X])" + ] + }, + { + "cell_type": "code", + "execution_count": 188, "metadata": { "ExecuteTime": { - "end_time": "2020-11-18T15:51:24.962304Z", - "start_time": "2020-11-18T15:51:24.905026Z" + "end_time": "2020-11-19T15:27:13.994921Z", + "start_time": "2020-11-19T15:27:13.953986Z" } }, "outputs": [], "source": [ - "clusterer=hdbscan.HDBSCAN(min_cluster_size=20)\n", + "clusterer=hdbscan.HDBSCAN(min_cluster_size=10, gen_min_span_tree=True)\n", "clusterer.fit(X)\n", "cluster_labels = clusterer.labels_" ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 189, + "metadata": { + "ExecuteTime": { + "end_time": "2020-11-19T15:27:14.441370Z", + "start_time": "2020-11-19T15:27:14.261509Z" + }, + "scrolled": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.collections.PathCollection at 0x7f6994bec350>" + ] + }, + "execution_count": 189, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 864x648 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.scatter(X[:,0],X[:,1],c=cluster_labels)" + ] + }, + { + "cell_type": "code", + "execution_count": 195, "metadata": { "ExecuteTime": { - "end_time": "2020-11-18T15:51:25.501184Z", - "start_time": "2020-11-18T15:51:25.339618Z" + "end_time": "2020-11-19T15:28:22.465725Z", + "start_time": "2020-11-19T15:28:22.327162Z" } }, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.collections.PathCollection at 0x7f2c1cc76850>" + "<AxesSubplot:>" ] }, - "execution_count": 13, + "execution_count": 195, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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Dj8FFRsHoayAk/EZsoU6bGkRdiHGRDBZCEF6+KAajnulnxnPmwHmsZhuV6pdDp/9Pfo3yDaf2neXfPzc7vaWZUy1sX7KHI1tPuFRhq6rK+rlbsVud401Ws40Vv/173xn5/6RPvtfLXVyMuRCCwiVD74lClJ27zjL45al06/EVPXp9w9Dhs90a+Kxw18rObLbx77ojGT//tWg333y7nIuX4jGbbRw5colh7/zJ4SO5o3nuSVr1aebWDafRamjd94as75PvP4KPv8mputHoa+S5MU9m5MILIahQpyzVmlQqMPD5gL2rD6LYFJft5jQLu1buc9muKiqK3fV4wO3b3r3Of9LIt+rTjE4D2mAw6fHxN+Eb4ENIeBAfLRqeL90QVqudvfvOc/BQBOvWH+Wdd//kxMmrmM120tJtGa4ZT2C65o+87oc3W5wLoiwWO5OnrPfY9XIL3wAfvlwzkmJli2D0NWLyM1K0TGG+WD3SSfs+vFxRft79BR36t6JY2SLUbFGVD+a8Rc+XOufh7AvICr9Cvujc9EUwGPUEBPm7bNfpdVRrUsllu0YjaNCpjlfmmJfkuBhKCGECNgBGHO6feVLKkUKIEOBPoCxwDugrpXQVIL+J3C6GunI2ksObjxNUpBD12tfMtnpibrJlq0Nb3m5XPWrM3SEEjB75MC1bVCYuLoUnnpqA1eqaQhkYYOKvBW96dS43kxSXzN7VB9HqtTTsXNdJUiIrLOkW1s/Zyun95yhXszStH2uOydfIxROXkRJKVSmeLx/qBdwZyfEpPFF6sKsrzsfAtNPjCCnmmup79tAF3mz5PnarHavZhtHHgNHPyPgdn1OsbJHcmrrH8HYxlAVoJ6VMEULogU1CiGXAw8AaKeXnQoh3gHeAfFXOF16uKOHl8m9zikX/7OH7H1bm2vWEEBw/cYWWLSoTEODjVvIYoFh4UK7NadmUNYx7dbLDLSIcap8j579Ng45Zr7hiLsfxWpMRpCSmYU4xY/I3MeW9WYzbPiZLjffbsWXRTqa8N4urZ6MoXrEYz332BE0ebHDX4xWQcwKC/flo0XBGP/KVUzrsu7PedGvgwaGbP/X4DyyZuIozBy5QtXFFujzXjsCQALfH38t4uv2fL7AJeAmYBrS5qZH3Oillljq095qsgaKozJ23g7/+3kN6mpWGDcvxwvNtKFa00F2PGR2dxOEjlzh2/Apz5u7w4GyzR8kSwUybOgiAyVPWM3/BLieXjdGoY+QHvWnaxPsZSBdPXGZQvaEuflKTn5HZlya6bTF4nY/6fs3mhTucAqgarYaGnevw6eJ3s3V9KSV7Vh9g5e/rUVWVomUKs/CHJVjTb/p9+Bp4d9abNO/Z6A7vrgBPY7PaOLTpGFKV1Hyg2n0tcncrXpc1EEJogd1ARWC8lHK7EKKolPIKwDVD7/YdSAjxIvAiQOnS91ZXmrFfLmHjpuMZVaHrNxxj955zTJ38AkFBmRsgd0gp+emXNfz99150Oi3peRQAMppufDGeGdgKrVbD3Pk7sVrtBBXyZfCgtrli4AHWzNzgNqAmhGDLop1ZyuRuX7zbJUNGVVR2rdiPlDJLN42UkiWTVjPx7Wmk39QHVQhcZJotaVYmDZ9RYOTzAXqDnnrt8q/kb17hESMvpVSAukKIIGChEKLmbU65+dyJwERwrOQ9MZ/c4GpkIhs2HsNqvWGEVFViNltZ9M+ebFeDJiebiYlJ5vSZSJYs2Y/NpmBzY9hyA6NRT6+e9TN+1mgEAwc8wFP9W+RJfnxashlVcf1dqKrqlC7nDnfa30CmLqib+fOLv5g+eq5LD9TMXnovHr/M+Dem0Pv1boSXL8qpvWe5fDqSCnXLUrJS9qUyzh+JYOfyffj4m3jgkaYZmjkFFJATPJr/JaVMEEKsA7oAkUKI8JvcNfeVmtWZM1HodTonIw9gtSocOnz71nV2u8K3361g9drD6PWOlXteC4K2eqAy3bq4+rq1Wo3brlHepnnPRiydtNpti8BGXepmeW7rvs1ZM3OjUy60Tq+lRe8mWT6obFYbsz5d4LbJdVb8M2ElyyavoWiZwkRdiEGj1WC32mncrT7v/fFmlqmWUkp+/t9Ulk5ajaqoaHRafn7rd0bOG+JRCWtPs2PZXiYNm87FE1cIKxnCgNGP5XvZ3f8iOU6hFEIUvraCRwjhA3QAjgF/AwOuHTYAWJTTa+UnwsODsLtZZWq1GsqUvn3zkF8m/cvadUew2RTS0vLewBuNekYM75GtlW5uUbt1dZr3apRR0yCEwOhr5LHhD922wnTw1wMoVaU4Pv4m9EYdPgEmipUvymvjnsvyvPjIRLc1BLdDsSlY0qxcOHopo8m71Wxj2+LdfP7UjyREu2+9CLB3zUGWTV6DJd2KzWrHkmbBkmbh477fYM6i925esnPFPj569CvOHY7AbrNz9WwU3w2eyJJJt28KX0Du4omVfDjw+zW/vAaYI6VcLITYCswRQjwHXAD6eOBa+YZyZQtTqVIxjh+/4uRe0eu19H4oa6EpRVFZvGRflgqPuYler6Vzp2x72O6YiItxxMWlUKFCEfz9st+gWgjBO9NfZ9eKfaz7cwt6o45OA9pQvdnt+8j6B/kxYe+X7F1zkPOHL1KqanEadKqTqZbJdYIKB2a5X6vX4uNvJCU+LVv3YLfaWT93C1sW7eT5z5/g4Te6uxyzavp6l7cVAKER7F1zkGY98p9w2eR3ZmK5JW5kSbPw23uz6fZ8h4LU1HxEjo28lPIA4PJOKaWMBdrndPz8zGefPMo33y5n8+aTSCTFw4MZ8lYXStxGgtdi8WwBU04wmfSUK1uYQS94XuY2ISGN9z6Yx5mzUeh0Wmw2haeebM6TTzTP9hhCCBp1qXdXbguNRkODjnVum255MwaTgd6vd2XhD8tchMr0Jj0jZrxBy96N6VdqELGXsyz7uIEEm8XGlPf+oEaLai7aSO46Dl3n1uBxfuHiyStut6ckpGJONePj75PLMyogMwpqsnOAv5+JD99/CKvVjtVqxz8TTZxb8fExEBYWQGRk5q/wuYHBoOXLsY9TvZp3ioJGf7yQk6euYrerGW8tM//YStmyhWnR3LXi0FtERcSg2BWKlS2Srft85pN+mPxMzP3qb1KT0ggqUoiuz7aj37sP43PtTeShV7sy45N5zgFgAWTh6bGZbSz7dY2LkW//5ANs/Xuny2pesSvU7+DIFlFVlVN7zyIlVKxXNs8L94qVLcz5I66xJ58AE8Y8iN8UkDkFRt4DGAw6l0bYWSGE4I3XOjLqo4UugdvcpF3b6tSo7h2tnujoJI4eu+zyxmI225g7b0euGPmLJy7zUZ+vuXTyCkIIQsKDee+PN6nSqGKW52k0Gp587xGeePdhbFa723zrPm/35NzhCDbM34bBqMNuVShdtQQRJy5js9jdaqOoqiQ10dXN07hrPR54pCkb5m3Dmm5FZ9AiNBqGTX0VH38fjmw7weiHv3Skcwow+hj5cO4Qaj3g2ps3t3jmk36M6f+900PO6Gvkyfcfua1LrIDcpaDHax7y3Iu/cvZsTJ5cOyTEj8kTn6NQoTvL588up89E8cabM0hzk+9fqlQIv095ESklcVcTMPka8Cvk59HrWy02nizzEonRSU5VkL4BPkw/M95j6YlRF6I5eyiCYuWKUKZaSaIiYpj39T/8NW4Z8pYArsnPyLDfX3PbQUpKybEdp9ixdA++AT60ebwFhUuGkpqYSr/Sg0lPNjuP5W9i5tmf8jTNcu3sTfw6fAYxF2MJDA3gyfcf5aHXuua5Pz45PoU9qw6g1Wtp0KlOxtvX/UxBj9d8yvnzsXly3bCwAGb8PuiO3j7ulNKlQhFuMnV0Og1NG1dg/7rDfPnseOKuJiBVSf0OtRj++2vZMlqqqpKeYnaoRWayatz2zy4s6RZuXcTY7QqrZ27g4dc908KtSOnCFCl9I9OnSKkwXv7uGYqVK8yU9/7AZrahqhKTn4kaLarQvJf7IKoQgmpNKrkIZ22Yt83lYQEgVZV1f26h58veEU6TUpIYk4TRx5Cpf73d4y1p93hL7DY7Wp1r97C8YPlva/nxlV+dZDA+nPc2De9D4bHsUvBelYcYvWhk3X3fhHC09Zv48zNeNfDgyNh5/dWOGI26jLno9VoCA31o3bgc73UfQ+S5aGxmG3arnT2rDjCiyydZjimlZM5Xf/Nw2DM8UvhZ+hR9nn8mrHB7bOzleBe9cHBIyUZd8P7b08NvdOfrdR/R9fkOtO3XkmFTX+HTJSPu2JeeGJ2EzU0WliXdSmJMkqem68SBDUcYWPl1nig9mIfDnmVk7y9Ijk/J9HidXpcvDPzFk1f48dXJWM020pLTSUtKJz3FzKiHvyQ1MTWvp5dnFKzk85BePesze852j42n12t4rG9Tnni8GZcuxxMYYEKr1XDufAx+vkZKlQrJ1aKmjh1qUrx4MHPn7SA6OomGDcrxcO+GzBz5p4sBttsULhy7xKm9ZzNthbfg+yVMHz0nI0CZFJvML29Px+hrpNPTbZyOrdqkElqtFhvO1/HxN1GrZe74sqs0rJDjLmO1W1dHb9S5+PhNvkZqt66eo7HdcenUFd7r9plTfv6OZXt5t9tn/Lj1M49fz5OsmbHerQyGRiPY8veuLGUw7mcKjHwe8szAVpw+E8XOXWfv6nwhoP8TzRk44AHS062YTIaMYqYK5W9IBYWEuGpq5xY1qpegxoe9nbZdPHHZbWBSo9UQeT7aychLKTm+8xT7/j3MzE/nu2SgWNIsTB81x9XIN65IrVbVObDhcEZw0GDSU6JSOE273zuqkdWaVqZBx9rsXnUg495NvkZqtapO7VaeN/J//bjMqSUeOHL9zx68wJkD5ylfu4zHr+kp0lMsmcpguKtD8CQXT17h1+Ez2PfvIfyC/Hj4jW70fr1bvghCFxj5PESv1zJ2zGNcvZrAnr3n0eo0HDp0kRUrD2Y01L6emlmqZAhtWldly9ZTnD4dRZGigQx8uiUtmlcGyBPZgbuldusa7F9/xEVd0ma1U6n+DQOvKAqf9fue7Uv3YLPYMs0Zj3GTry6E4KNFw1g0bhmLJ64mMToJjVaDVqdh3Z9baPdEy3zhYrgdQgg+mDuENTM2smzyGqSUdHmmHR2fbu2V+Uccd/8A1uocD+CbjXxqUhrblzj+No261M1U1je3aNazIUsmrnIx6Go2ZDByQvTFWF5t/A5pyenIaxlUv70/m4snrvDGTy947brZpSC7Jh+Snm5l+44zmM1WGjQoR+Gw+0uoKjk+heeqv0lSbEqGQTH6GmnTtxlvT3kl47jVMzbw/UsTb7sKK1uzFJMOfON2nznNwuB6Q4mOiMnQozH5Gek0oA2vjXveQ3d0/zDz03lutXv0Jj1Tj32fEWTesWwvH/f5GqEVSClR7SrPff6kxwLad4OUks+f+oEtixw1B0IIDD4G+rzdkwGj+uZ47BO7TnPucASlqpYgJT6FhT8uIykmCb1Rz/Gdp7Dfkg6tN+qZee4ngosG5eja2eE/n11z8cRlFk9cxdWzUdTvUJsuz7bLUmtaVVVO7DpNeoqZak0rY/I1Eh+ViFTVXFmt+PgYaNO6qtevk1cEBPvz0+4vmDZqDtsX78YnwIeHXuvqkimyfMra2xp4o4+BF794KtP9q6dvIOZSnJPRMqdaWDZ5LY8N6+WUGVMA9Bjcmb9+WIbdpmS8ORl9jbTq0zTjd5WalMZHfb52qQieMmIW9drWpFytvHHp5EQGIyvSU9IZ0fVTTu87BzjiR4pdych6cidBDQ734PkjF3PFyGfFfW/ktyzayaf9vs34km9euIOJQ6cxbvsYytZw1a8/dziCd7t9Skp8KkIjUGwKQUULEXc5HoSgZOVw3p31JmVrlPLqvM1mG7v3nENRVOrXL3NHmi/3AmHFQ3hr4uAsj3GXOggOTRe9UU+ZaiV5bswTWcoW7F6138UYAegNOo5uO1lg5G8hMDSAn3Z/wW/v/8GOpXvxDfSh16tdeOi1rhnHbF+8262Qnc1qZ/WMjbwwNu/89jmRwciMScNncmLXabdZTpC5BLXNYqNYubxvJXhfG3m7zc4XA8e5vHpa0qy83vw95kdPQW+4saJX7ArDOowm/ha5gchz0Rn/PnfoAv9r9QEzzv6UZWeinLBr91lGjl6Q4XNVFJUh/+tKh/Y1vHK9/EqngW04sfu0y2o+MMSfP69MylY6YpHSYWh1Whc/s0QSEp63PuT8SuGSoQyb+mqm+61mm0v9AThy9y3p+VM1Myesnr4+UwOfGXqjnjpta+aLfrF5H/r1Iqf3nctUF9ycamHbP7udtu3799Btm1FIeU1Z8M8tHpvnzaSkmPlw1ALS022kpVlJS7Nisdj5+ptlXLmS4JVr5lc69G9FnTY1HFLDwuGaMfmZ+GDOkGznm/cY3AmdwflYjUYQVLgQNVrk7DX+v0rDLnXdiqoZfY088HDTPJiRd7k12ygzfPxN6PRa9EY9rR9rzgdz3vLyzLLHfb2SN/oa3RbEgMMVcPWmFTpAclzmBR83Y061EOmlgpqNm07gLmdCUSVr1h6h/5OuCo5Wqx0hBHp93opWeRqtTsvHf7/DgQ1H2L/uMIGhAbR9vAWFwrKWA76ZkpWL88Gfb/HFM+OxmW0oikrpqiUYtWBovkhvy48odoXk+BQCQvzdPkzDiofw7Kf9mPrBbGxWO1JVHQb+kaZeyd3Paxp0rM3OZXuz7DNg9DXw+coPKF21BAYfQ77qL3tfG/mgIoFuXysBEFC5YXmnTbVaVc/WU9vH30SVRt7pc2o221BU11WS3a6Qeotv+cqVBL74eikHD0YghKB+/bK8/VbXTLNxrrcnvDmfPr8jhKBO6xrUaX33rqomDzZgzpVJXDhyEZO/ifByRT04w/sHKSV/jFnAn2MXOYTZTHqeGtmHh9940CVd89G3elCvfS1WTV+PNd1Kq0ebUadNjXsiLfVOeeWHZ3m1yYhrzVysGEx6h5SDXofeoENVJa98/wzVm1bO66m6JcdGXghRCpgGFANUYKKU8nshRAjwJ1AWOAf0lVJmU4DbM+z793CW+28t7AgND6bP0J4s+HZxhh9YaARIMh4WeqOe4hWL0eTB+i7jeYJGDcvxyyTXL4rJpKd5sxvqiWazjVden0ZSUvq1FYZk9+6zvPbGdGb8Pgid7sYKTErJor/3MHXaJlJTLfj6GhjwdEt692pwX34p3aHVavMs6+NeYf53i5n12cKMQLXNYmPq+7Px8TfR7fkOLsdXqFOWCnXK5uia+Un3JjPCyxVl6vEfWDn1X07uOUv5OmXp8kxb4qMSSYlPpWK9shh9HHUqiqIQH5lIQLBfxra8Jsd58tf6t4ZLKfcIIQKA3cBDwEAgTkr5uRDiHSBYSjk8q7E8nSf/evN3ObrtZKb7tToNrfo046VvBjqlOe1csY/FE1aSmpRGy96NSYhMYvXMDUhV0v7JB+g3ordXmyJMmryOhX/txmKxIaXDwLdsXokR7/RACIEl3cKKlYeY8Os6zLfEHHx9DLwzvDstW9xYVSxZuo9xP6126kRlMul5aVA7enTPvz1EC8hdHin8LEmxyS7bC5cKY9b5nz16rRVT/2XKe38QfzWeQoUDeXpUX7oP6pSvjf3tWDH1XyYOnZ4hCdH5mba8/O3ALPv7eoqs8uQ9XgwlhFgEjLv2X5ubGnmvk1JmGenypJFXVZUuhsczTcPLmK9G4B/sx68Hv8m1ir0rVxKY+cdWDh2+SPHwIJ7o14yaNUo6HbP/wAVWrDyI3a7Svl11GjcqT1JsMl8/9zM7V+zDVqYoauliLmPrdBqefaY1j/e9IWfbt994YmJcv7whIX7M+/M1z99gAfcciqLQRf+4231avZblltkeu9baWRv55sUJTkkOJl8jg75+mu6DOnnsOt7k+K7T/DLkd07sPk1gaABNutVn5bR1WNNvLLqMPgY6Pt2aN35+0evzyTUjL4QoC2wAagIXpJRBN+2Ll1K6WFEhxIvAiwClS5ducP78eY/MRUpJd78nM82uuRWdXsvov4bTuKt3V7YRF+N46ZWpWCw2FMXxuzcadYwY3p1WD2ReACWl5MU6Qxxl5zYFtUgwsloZ0DkHxnx89Iz68GEaNbwhD9C+09hMYxNrVg7PF6snRVVZe+Q0/x49Q5Cvib6Na1O2sOtDV1FVTkbG4qPXUSbMdb+qSracOs+2UxcI9fele92qFA7MO+2ee4mnKrzC1bNRLtvL1SrNxP1fe+w6T1d8hStnXK8TXDSIOVcmeew63uLc4QheazrCKbVXaITbBaXBZGBe9GSva9rnSsWrEMIfmA+8KaVMyq7hkFJOBCaCYyXvwfnQ4alWrJq2AZvl9obeblN4v8cYZp79icKlwjw1DRcmT1lPerpznrHFYueHcato2aJKpgHRw5uPEXkuOkNlT0QnICsUB42Aa1kier2W4uHBNKhf1unc4sWDuHTJNRwSHh6ULwx8dHIqfcfNJCrphhzstE17eLxpbd7r2S5jjhuPn2PEnGVY7AqqlJQIDuTHp3pRJiwIAJuiMOi3hRyMuEqa1YZRp2X86q2Me7oXTSu6Fr4V4Mygr57m8/4/ODXoNvoYePHLpz16nagI930U4iMTUBQlz1sb3o4ZH891aWKemcdAoxEkRiflaeMSj+SQCSH0OAz8TCnlgmubI6+5aa777V0f3V5m8DcDqd68MgZT9tKZpCp590HvyqkeOBDhdlWdkmIhLosUzitnopzahwop0ew6Bldi0Qnw9zfRrWsdvvvmSZcHxeAX22E0Oj/PjUYdg73QvPtueH/eSicDD45WqXO2H2TLyQsARMQl8ObMf4hPM5NmtWG22TkTHcfASXMzspEW7jrM/gtXSLM6HuoWu0K6zc6QP5Zgz6cNsXOb+MgEfnhlEv1KDeLZ6m+w6KflqNd+fy17N2HkgqFUblgBvyBfqjWtxCeLR3i84UZ4effZTYVLheZ7Aw9wcveZ27qBr6PVawkrEeLlGWWNJ7JrBDAZOCqlvFkl6m9gAPD5tf8vyum17hQfPxNfrRnF2YPnebHO29k659yhCKIiYijipdV8UJAvCW76fEop8fPLPBpfoW5Z5C2plcKm4BcRyfOvdKDXK10zORNaNK/EyA968+uU9Vy+FE/x4kE892xrmjXNutdpbmCx2dl60r2LTpGSBbsO0aJyGebvOIT9lvuXElItFradiqBF5TL8vfcIZptrCqxNUTlyOYrapVxjGP8lUhNTeanBMBKikzLeCCcNm8HJ3Wd4e/LLADTqXJdGnet6dR4vjO3PZ/2+c35j8DXw7GdPePW6nqJklRJcPh152+P0Rj0DP34sVwKvWeGJlXwL4CmgnRBi37X/uuEw7h2FECeBjtd+zhPK1SpDmeolb3/gNdbP2eq1uTz+WFNMt7xZGAw62rauho+PIdPzytcuQ+1W1THcdIxWp8E30JeOt2ipu6Npkwr8+suzLF08hF8nPpcvDDyAKiVZrYms1/TBryQmu12NSwmxKY63AJ3G/SpQSonuHqkL8CZLf11DSnyqU2MNS5qFf//YROT56CzO9CzNezbi3T/epHS1kugMOkpUCmfolFfo8GSrXLm+qqoc3nKcXSv3k56SDkBURAxr/9jEnjUHUdxo0t9M/w8exejr/F01+hgoU72ky1v00e2nMq/VySVy/IiRUm4Ct0WaAO1zOr6nGPzNQN7t9gkyG2/tBzceoc+QHl6ZR8cONbhyNYHZf25Dq9Vgtyk0aVyeN9+4fa/OUQuH8cdnC1j662qsZhtNuzfg+c/74xvgvXTO7KKqknMx8Rh0WkqGFMr2eT4GPTVLFuVAxFWXfVqNoHtdRzA6s6+JoqrULh3Ov0dPE2gyoNMI7Le8SvubDFQNz3sNkbxAsSus/H0dK39fx/kjF118yQA6g46Te85QtEzuibU179mI5j0b5dr1rnPmwHne7fYZaclpCCFQ7Co1W1Th4MajaPVaBALfQB++XDuKkpXC3Y5RrUklRs57m3GvTebquWgMJj3tn2zFit//daqKtVlsbPlrBwfWH6FOm7zTnfpP6cn/MvR35n29+LbHFSkdxsxzns0LvpX0dCsRF+MICwsgJNjPq9fyNrvOXmTo7KUkm62oqqR0aCG+79/DbfaLO85Gx9F33KwMXzo4Vg3NK5Xh54EPse/CFV6cssDFFSOAB6qUZceZi27dNEKAVggK+foQFuDHwJb16VGvWr4INucGUkree/AzDm48mqVks8nPyFf/js6yVeG5wxEsGreMqIgYGnaqQ5dn23m1VsQbKHaFx0u+SEJU1r1xhRCUqBTOlKPf3fazYkm3oDfqWT55LT/9b6qL4qkQ0OvVrrzy/bM5nn9W/Of15K8zYPTjrJ25ibirCVkeF3c1gdgr8Zzac4YipcO8Uinp42OgcqV730cclZTC4Kl/kX6TgT4VFcvTE+ewevjz6LMRSCtXOIS1I15g+qY9bDh+jgAfA081r88DVcoihOCPrfuwuDHiCNhw/Fym40oJdimJTUkjNiWNUQtWcTIyliFdH7ibW73n2PfvIQ5uPJalgdfqtRSvUIzKDcpneszmv3Ywpv/32Cx2VEVl/7ojLPx+KeN3jSUg+N5JT92z5qBTHntmSCmJuRTL3jUHOL7zNKmJaTTuVp9aD7guEK5XtRp9jW4z4zRaDSb/vJUJ/08ZeZOvkQ/nDeHTJ77DknKV5HgdUrp7UkueKv/KNY0KhTLVS/LZ0nfvSBjrv8LCXYddtHakhHSrjU0nztG2WvY0fgJMRl7u0IyXOzRz2Refmu7WXXOnL6EWRWXKhl08VL86FYqG3tnJHkBKyZ5zl7ickEy14kWo6OU57Pv3MOZUs9t9Wp0WjUZQq1V13pnxeqYrVsWu8PVzPzkVLlnSLMRcjmP+N/8w8ON+Xpm7N0hNSL39QddQFZX3ezjqS+xWO4vGL6fJg/V5d9abboXtmvZowHeDXD+QWr2ODv1zJ9aQGf8pGb7VMzcwvOPHxF6K5+sFp+nzchRGn1uDLI4/qs1iIzUxDUuahTP7z/F5/x/yZM75nauJyVjd9ARVVEl0cva/VFnRoUZFTB7MUHjht/koisrusxdZe+Q0EXEJ/LX7MLO27uN8TEK2x0lIM3P8SjSpFivpVhtrj5xm1aGTpJhdV84xyan0/HYag6f+xUd/raHvuFm8MeMfbLcJ8uWEoMKBbtOHTX5Gnvv8CWZfnsjYlR8QXMQRQ1HsChdPXiEx5oY748LRi9htrnO0WexsXLjDa3P3BtkVIASHZr7NYstQsTWnWti+ZK+LPPl1/AJ9GblgKCY/I74BPvgEmDCY9Lz07UDKVMt+0oc3+M+s5M1pFr4fPDEj8BQXpWfg8KukpWhZPC30WmRP4C6GbLcp7F9/mKTYZAJD80e/1dgr8RzefIxCYYHUalUtz2RzG1coxeJ9x5z86eD4ddYrXdwj1+jdsCZzdhzkQmwCZpsdQeaB2OwQmZhK/Q9/QKfRYFUUrsfKNDgqFwe0rM+QrpmvvmyKwuiFq1my/zh6rRar3Y4qJUadzhHMU1U+eaQTXevcUPEYMXc5F2LjnYLCm06cY9qmPTzX2jsByLb9WjDlvVku2zVaDQ++0NEpYL/uz838+OqvWM02FLtC/Q61eWf66/gG+qJkUmPgX8g7TXO8RWh4MP1G9GbOF4sy9GVuzpKxpFkdYmkagVarcQlSm1PNrJm5gea93P+9Gnaqw5yrv7Jz2V7sVjsNOtXJF2///xkjf3zHKTTaG4Zw3oTCVKmfSpd+cayeG4w5LWvfsUYjSEtOy3MjL6VkynuzmP/tEvQGHRKJf5AfX6we6TYbQFEUhBBeewh0qFGRSet2cC46Hsu1Fb2PXkfrauWpVMwztQYmvY4/Xu7HX7sPs/rwKYQgo0jqbrGrErvqvEJVAVTJlA272XT8POWLhvJsqwbUKOFcvPPNso0sO3ACq11xeou5+UH33ryV1CkTTvGgQFLMFnaeueiS9WO22flz+wGvGfmgwoX45J8RfNz3a6wWG0iHTPaohcOcDPyRbSf46haXzO5VBxj9yFd8uWYkZWuU4tTesxk9X8HxNtD79W5embc3eerDPtRoUZUlv6wkNTGNNo+14IFHm7J54Q52LNtLaPFgSlcrwcSh0yHd9XydIWuT6eNnotWjri7HvOQ/k11zfNdphrYbRXrKDR/lwy9GUbNJKl++UZr0lKyNfGgxGzP3XEEEDkfj+7BX5pgdtv6zi8+e+M5ZN0MIilcsxm/Hvs/wrV48cZnvBk9k/3qH3LIATP4mHnyhI8982s+jTQ1SLVamb97Dkn3HMep1PNakFg83rInWSw+W5yfPZ+upnBn5O+GFNo15s3MLwJGy2XjUeLfZPDej12p4rWNznmvdiLiUNNp9PgmbmxVxqL8vG94b5JV5X0dRFE7uPoNGq6FivXIuD/zRj37F5oXbXWIcBpOeyUe+Q6vTMrzjR8RcikNoBDaLnZ6vdGbQl0/fl5lKVrOVPsWeJy3J2cqb/IyMXjiM+h1q59HMMqcguwao3KA8gWEBmFPNGR/mBROLsHiags3iaoz0BpUeAx3dn5bODOV/X0cgSIak0UhNMMKUN5IAf49f7pItIaUk9nIc5w5doFytMiTHp/B68/ecOl1JID3ZzMIfl7Jy2jrqtqlBz1e65KgZx3X8jAYGt2vK4Hbeb/2mqCo7z170+nVuZtK6HTzSsAalQoOw2BX3mT63YFdUUi2OlXGIvy8lQwpxNtpZP0in0dC+uneaz9yMVqulauNKme6PPBflNoitM+iIvRxPjeZVmHzkO47tOEXclXiqNqlE6H3cH9dgMjBqwVA+7DUWcARhEYIHX+xAvfa18nh2d85/xsgLIfh0ybsM6/AR6SlmBCppyWasZtcVvN6oEhZu46m3I9FoJY8Mjias2PUvdjoyZVyeGfkUN5II4PCzpiU73lKWT15LerKbd01AsSkkxSSzYd42ti/dy4DRfekzpKfX5utpVCmzbMPmLfr99Aer33mB75ZtylY8wKjX0brqjbTEzx7tzHOT52NXVKyKgo9eR6CviVc7urZzzG3qtqvJ2UMRLq0y7VY7Za9JYAshqNYk8wfF/Ua9drWYffEXNv+1k7SkdBp0qk2pKiXyelp3xX/GXXMdRVHYv+4ISRcnYtJv44P+ZbgebDX5KhQvZ+GBBxPp9WwMfoGO12spHUUNNwhGU2y7V+eZGXO//pvfP/zTJSjkG+DD3KjJ6A06+pd/hahslqkbTHpmX5p4T+U7P/3LHPacv3THKZQ5pX31Cmw4ftat2+VmfAx6OtesxCePOjfBiExMYe6OA5yLiadB2RL0rF8dP2PmUha5RdzVeF6oNYTUxDSUazEGk6+RvsN68dSHffJ4dvceiqJw6eRVfANMhJXInVTdAnfNTWi1Wuq3r4UatR/URB5//SqzfywGUtDmoXhe+eQyBpOz9XBxO+pK5d6Eb6H74E6smraeK2ciMada0Gg16I063vxlEAajnqPbTxJ3OS7b4+kMOo5sOU6TBxt4cdaeZfTDHXji59lY7Qpmmx29VoOUoNMIzG7SOT3FmiOnM92n02ioU6oYxYMD6V6vGi0qlXHxVxct5J8vVu63ElIsmAl7v2TmJ/PYtWI/hQoH0vftnrTqk78CiPcC25fu4atnxmNOs6AqKhXqluXDuUNyzdi74z9n5DPQhIJ6lSfeiObAlkAunDJgTtOgZsdG+OSde8PHz8S47WNYO2sT25bsJjQ8mO6DO1GupkMvfd/aQ27zmjNDSon/PbSKB0eF7LK3n+Wv3Yc5FRlLjRJFqFUqnJ/XbmX9sbO5vsIHh87OC20b80CVcrc/OB9SuGQob07wbgD4fifi+CU+7vuNk7TB8Z2nGdbxIyYfvr1Egrf47xp532cg6W2MPpJvFp1CSodbRiPcuWduwbIJ6dMbocmbdEqDyUCXZ9vR5dl2LvsunbqS7XGEEAQE+1Ot6b3naw3yNTHwAcfbx7ZTFxjwy59Y7UqO8udzgq9BX9CY5D5k08LtTP1gNpEXYihdpTjPj+1PvXbug6+Lxi/Hfku9iKqoxFyM4+j2k1RvWtnted7mv2vkjS0ALaAgxG2M+q1YtyATXkeE/OalyTmTZk/mWNJO7NJOlYD6FDK4zz+3WW2s+3NzpuOYKkislwRCBzoMBBcOYsyy97LMoT978Dxb/t6Fwaindd9mFCmde0qF2UFKybA/l3rVTXM7AkxGprzQJ1s6PfcbUkoObjzK7lX7CQj2p22/lvdN5s3qmRv4btAvGfUDJ3af4YMen/PRouFu0ygjz0ej2F3jNUIjiL3s2pktt/hPGnmpxIIaB+iBuzEOVrDuQiqXEFrvRtwPJ2xjbsR3CDRIVBYzmRqBTSnlVxGrYuVg4mbirJGEGcMpfaFJ5q+EeklYd0nRviopByAgSM8nfX5Am4kGO8DEYdP5e/xy7DY7Go2GqR/O5o0JL9IpG/r1ucXJqzHEprjPJMoNBDBtUF8qe6jw606QUmJJt6I36vKko5KiKHzc9xt2r9yPOdWhxjj1wz/5cO4Qr/dK9jZSSiYNm+FUIAZgSbcyafgMft79hcs59TvUZu+agy7n2Cx2qjZ2378hPiqR397/g81/7UBv0NHlufY88e7DHq1j+U8ZeakmIBPeAusOEDogezoWbhF6UK6CF418uj2FuRHfYZPOH5oDiRs5kLjRadvl9DNcDT1PoZZ6zCuuTVEnKfK4pPBDEqEDQ1HQ+kChZmDQWImxXqKoyb2L4ci2E/z904qMLB7FUQ/K94Mn0qRb/Twt174u9LV0/3GOXs71rpLOcwEuxSXmupHfsWwv416bTOT5aAxGPQ8O7sjzY57M1S5EG+ZuyzDwQEYv5U/7fcvcyMkeNVS5jSXdSkJUott9Eccuud3e5Zm2zP92MbGX4zPSUU1+RjoOaEPhkq6BV3OahVebvEPc5fiMONrcr/7m6NYTjF35gYfuxHM9XqcIIaKEEIdu2hYihFglhDh57f95/g4n418G63bACjKNHBl5aQNd5r5su82OJT1zidfscCx5J4rM/puGqlEo/ZmZQi0VQFJ5vErJVyS+FcGnrMPAX0dKiVZkbhDWzd6M1ezaYEKj07J9yZ47uAvP8+nf/zLot4X8uf0A+900G8lt3p69lNgU9/UL3uDo9pN81OcrrpyJRFVUzGkWFk9YyQ8vT8q1OQCsmr4+Uxnjw5uP5Whsq8XG7LF/8UzVNxhQ+TWmfzQ3Q28mNzCY9Jk24wlzY7ABfPx9+GnXWB7534OUqBRO5QbleX38C7z243Nuj//3j00kxSQ7JUpY060c3nKcE7szz+S6UzxVdz4V6HLLtneANVLKSsCaaz/nGdJ+HmwHgdvrSd8eE/g9j9C4rmaT41P45PFv6RHwFD0Dn+blRsM5te9spiPFXoln1bT1bJy/zeVDbFbSUe/QnSS0UPlHqDBWxb+Ws2G/mUKGUEIN7jvfgMOP6C6KKSBPS9mPXIpk4e7DpNvseRZkvRVVlSw/cDzXrjfzk3muboQ0K2tmbiQ5PvNm8HfCtsW7eabaG3TS9aVfqUEs/mWlSxs7rS4T8yFx0om6U6SUvNftM6Z/NJeLJy5z+dRVZn++kCFtRt62NZ+n0Gg0PD6iN6Zb+i4bfY0MGP1YpucFhgTw/Jj+TD3+A+N3jqXj060z/b4c2XLc7UNSAKf2nsvJ9J3wiJGXUm4Abk3O7gX8fu3fvwMPeeJad40a5XCxeAJtKYT/6y6bpZS80+ljNv+1A7vV0WDh5O4zDGk9ktgrroGX2WMX8nSFV/jh1V/56tnxPFb8BQ5uPJqxv4jx7iRKhYDQTqDNpC+4Xhh4ssw7WRrrto+3wODj+vtS7CpNute/q3l5gnVHz7iVNs5LbIpCisX1rcdbRBy/7Ha7zqBj3Z9bGNbxI56r8Sbj35hCzB3UTFxn18r9fPLYN1w8fhmpSmIuxfHLkGks/GGJ03GdB7Z1MYLgaERSo3kVl+3Z5eDGoxzbcRLrTQV/VrONiGOX2Lls312Pe6f0fbsnT77/CH6FfNHqtRQqHMjL3w2k7eMtPDJ+qWolnHo2X0doBcXKea5dpTf1aYtKKa8AXPu/21kLIV4UQuwSQuyKjvZiM2FdFYeLxRMo50GJcNl8fOcpLhy75FIebrPaWTJxldO2o9tPMuPjeVjNNswpZtKSzaQlpfNBz88z3CThPuUQmbbPvQ0CR/KQG9oX7UcRU9YPkKqNK/HI/7pj8DGg02sx+BgwmAwMmfISgSF5p8Rp1OvQ5rOm3AadluYVPd89LDMqNyjveNO6BWu6lQlDfmfvmoNcOHqJxRNWMrju224XGFkx5d1ZrjK7aRamfzTPaSXd4qHGtO7bHKOvAZ1Bh8nP6FC5XDA0IzZgs9pY+ONSBtcfyuB6b7Pwx6XYrFl/D4/vOOVW9z09xcyRbbn3xiSE4PHhvVkQ+xvzo6cw9+qvdHu+g8fG7zywLTq985dUq9MSUiyYum091xM2z5uGSCknSikbSikbFi7svfQ8oQkE/xdBeKIvpQqKa/Dl8ulIt18+m8XGuUPOD4UVv63Fanb9sEsp2bP6IADnU4+SeY/0uyfF5j6gdCvPfNyPn3d/wTOf9OOFz/sz7fQ42j3e0uPzuRO61q6CJh8pH2qEoHOtytQqlXutHPt/8CjGW1aARl8jEpxWv3abQmpiGn9+8dcdjX/xpPtaC3OqxUmZUQjB25Nf5octn/Hsp0/wyvfP8kfEBGq3qg5c7zE7hskjZnJ63zlO7z/P5BEzea/bZy6un5sJLRHiNmhr8jVSuGTuBbjVax3PNBoNfoG+HndTFgoL5Jv1H1Ghblm0ei1avZZ67WryzfrRHpUG96aRjxRChANc+3/epkEAwu9VROAY0NciZ7duRyaOQE2ZiFSTM7aWr10G1U2erNHHQNVbxJ3MqRakG6Gt62lxqlT569IEJFnrpNwNu+NX3f6ga5SuWoK+Q3vx0Gtd80X+c/HgQEb17oBRp8XXoL+z+gYv8PEjHfmsT+dcvWaZ6qX4Zv1H1GlbA6OvkaJlCtP7ta5uu0DZbQq7Vx64o/FLVHT/wDL5GvENdF0kla9dhj5DetDl2Xb4FbrRlP7A+iMc3X7yltaBVo5uP8mB9UcyvX6LhxqhN7n+bbV6Le36ecZVkhXr526lf7mX6ax7jL7hL/DPhBVZPpRyQoU6ZZmw50vmR01mYdxUxix/n5Binv2eedPI/w0MuPbvAcAiL14rWwghED7d0ITOB1NXcnT76mVI+RYZ0x2pJgBQtkYparep4eRn02gEPv4muj7nXJ3a6tFmbv2ZdptCvXY1SbbFYVa8k7GRrqaSaIv1yti5Qc/61Vk74kUGt2uSJxIG1wnyMdKxZqU8CURXql+er9aMYnHKDGac/Yler3ZByUTOIqxEyB2N/eyn/dy+KTzx3sN3lI9/aPMxpxL/61jSrRzalHn2jdHHyLcbPqZszdLoTXoMJj0lqxTnq39HOT1EvMGWRTv58plxRF4T+IuPTOCXt6ezaPxyr17Xr5AfPn7eafjtqRTKP4CtQBUhxEUhxHPA50BHIcRJoOO1n/MNwv9/IHKq2aKAGo1MnZyxZdSCoTzyvwcJKhyIT4APDzzajPE7P3dReWzaowH12tfK6OSu0Wow+hh46ZsBBIYGYNT6emUVD6ATei6k5p5v0xsE+Zo81kP2bkk2W+n0xWTORt95cNPThJUIpUaLqi6di4y+RvoOvTOtpUZd6vHuH29SvGIxhBAEFw3ixS/68+hbPe5onJBiQS4PC3C82QYXC8ry3NJVSzBx/9f8fuJHfjv2Pb8d/Z6Kdb2vCzTlvVluMpcsTB89x2ureW/zn5MavhmpXEUmfgPWv3I2kLYCmsLL7vg0VVXZuXwfmxdux7eQL50HtKFcLUcAT0rJpNPvcT4tZ/nG7tALEwPKvUc5f88Fd3KThNR0Jq3fydSN7psq5yZCQK2Sxfjj5X55PRVH+u5j33Jw01FHa0hV8vzY/vR86e7dSVLKu35TSU1K44nSg106LPkG+jDrwgT8AvNfj9jufk+6BJ3BkS66MP53r622c0qB1HAmCG0xCB6DjFwOmG97fKZogu7uNI2GJt3q06Sbc0qiKlVmn/+KC2kn7n5OmSLw0wVQxq9axpar56I4vPk4QUUCqduuZq6UyFvtClqNuKMWgYqq8vGitSzYeQglnyxOpIQjl6JItVjzXBs+INifsSs/IOZSLAnRSZSuWgKDKWdzyokryi/Qly/XjOTjPt+QEO0I9hcqHMiHc4fkSwMPEF6hGOcOubaW9A/2x+SbSU5yPuc/beQBhNAiA8dA0lu4rf7JDrpqtz/mDjietIvjybu95q7RCi1WNR2jxpfxb0xh2a9rHF3qhcAnwMRXa0dRsnJxr1z72JVoRi5YxZFLUWg1gi61KvN+r3b4m7L+Ah25FMm3yzex/UxEvjHwNyOEQErJvJ0H+WnNNqKTUykVUoghXR+gQ43cVfkMKxF6x/rlSbHJ7Fq5H51eS6MudfHx90QWGlRuUIFpp8dl5PaXqlI8X/eFfX7MEw654JtW80ZfIwM/fjxfzzsr/tPumptRk7+F1AncnaE3IIpsQ2g8o8v+5/lvOJC4ySNjuUMrdDQN7Yrf5qp89ex4l6bgJSqHM+WI5/Wvo5JS6P7NVFItN1JH9VotNUoUYeZLj7s9R1Ulw+csY+2R07dtnp0XaDWCBmVL8tsLj/LH1n18tWyj0zxNeh3fPPGgUyvA/MbSX1cz/vUpaPVaBAJVVflw3ts06lw3r6eWLRS7wqaFO9i+ZDeFCgfS9bn2lK5695pSW//ZxaRh07l06iphJUJ4enRfOg/Im3af2aXAXZMNhP9gZOosIHs55M5YkbG9IXQOQpPz9CdFeteYKdLOgYRNRP90zm1T8JiIWC4cu0SZandXcZsZf247gO2WFFObonD8SjRHL0dRrbhrvdyfOw6w6tDJ27bcyy0EDsNtV1UMOi0BJiOf9emMqkrGrd7q8iAy2+x8t2JzvjXyEccvMf6N3xw1GzfVbYx+5Cv+vPSL17NZcorNamNo+9Gc3uf4LGt1Wv75aQVDJr9815WpzXo0pFkPt/byniTPi6HyC0L4QICrVEG2Uc4jYx9D3oGgWGaEm8rmeIzboREa0lPcxyGEVpOp8FROOH41Gqsb7RGzzc6kdTvYe/6yUwbDoj1H+HTR2lw38AKoWzocn1sUHU16Hf2a1WH8gId4s3NLPuvTheVDnyU8KIB0m41ks/vf2YXYBO9P+i5ZM3Oj29RLjUaw5e+8eau+E1ZN28DpvTcWK4pdwZJu5ZsXfs6xQOD9QsFK/mYsG3J2vnIOGf8/pKExKIdBWxHh2xuhyX6eskVJZ2OMd0sKdEJP/eB2lH3Ml/NHLjpVSYIjk6BCHc+X6fsY3H/cJLDi4EnWHjlN1fDCTH7+UdIsVkYvXJ0nImQSOHwxksYVSrE/4gqKoqJKSa/61Rn2YGv0Wi1NKjj3+fXR6wkwGUlIc31wlgoplEszv3PSU8yobh68qqq6pBLmR/6dvcmtOqVGq+HI1hOZdnH6L1Fg5G9G9UDxkXU5WFfgMBUmZOp4CPkDoXcv2CSlJNpyEatqIdynLNtilmJRvdcEw6AxUcxUltZFHsb+kmTNjI1cuXiFwC5mQruATBe0LdcJrc6zGTYbjp1l+f6ss4VsisrRy1F8uXQDVcMLey3QpRUCX6MBkNgUBYvNtW2gTVXZfPI87atX4O2urQgL9MPXkLnAnUYjeKVDM75245N/s3PeSkFkRYuHGrN00mpXt50qadSlbt5M6g7w8Xef0iilxHiPZsN4mgIjfzM+3SF5pwcGum4yzCBBJo5AhC1wOSrGcpnp58aQaI1BIzQIoUFI70XwBYI+pd6gWmBjhBDo/eDbrR/x/f7/kaK3gF4FJPvFP/hcsdOl+NOZjnX24HkW/riMqAsxNOpch67Pd8hUf3vG5r18vnhdtlbldlWyeN8xKhUN80jxSZ9GtXi3ZxsW7jrMvJ0HSbXa6VijIs+2boifwcD6Y2fYdfYif2zb79YttPboaUID/Bj5UPvbXqtf0zrotRp+Wu3Iril5LbumTbX86Y8HqPVANVr0bsLmhdsxp1oQGoHBpKffO70pWiZ/tXp0R/dBndi75qDLQ8o3wDfTbkzZIT0lnWM7TuEf5EfFeuXu2cwaKMiucUJKGzKyMeDpSkotoshOp+wbVSp8eXQQyfZ4ZC46JQQamoZ2pUv40+g0evbG/8uiSxOxqc5fEp3Q81aV8W77yW6cv42xA37EZnHIKRt9DQQXCeKn3WNdKnuvJibTaezkO0p71Gs1LB3yDN2/mYrlLmWFiwb683L7pjza+Pav6wcirvLC5PmZygUbdFo2vDeIgNuked6rOETxDrBuzhb0Bh2dBrShauN7o7m7lJJfR8zkrx+WormWBqw36vhi1YdUqFP2rsZc/MtKJrz1O1q9DlVVCQ0P4rOl71G8Qu6J0N0pBdk12UQIPTLwM0h6w9MjX2s3eIMzKYewqOm5auABJCrbYpdhVlN5tNTrHE/a7WLgATRCx/m0Y9Q2OLsa7DY737w4wUV0KvZKHPO/+YeBHztXfq46dPKODLwAWlQqS/HgQF7v1IKvlm3IVJ9G4Jrw6m80MH3wY3fUjq9qeFiWfwW9VkNkYsp9a+SFEDToWIcGHevk9VTuGCEEL3zen16vdGH/usMEhvhTv2Nt9Fm41rLiyNbjTBjyuyNP/lqs6vLpSN7p8gm/n/jxnlzRF2TX3Erq9x4eUAeGlgjh7DtMtSdiU/MmsCVRORC/iVR7Ev66YDSZfAx8ta668ReOXkJxs7q2WexsXLjDZfudtMUzaDUE+/nwbs82bDt1gc0nzhPq5+sitqzTCOqUCued7m0oGxZMqL8PtUsVY2zfrmz+4KU77rdq0On4sFe7TCWMFVVSPDjvetoWcHuKlAqj41OtafJgg7s28ACLxq/Amu4sAS5VSUJkIsd3nsrpNPOEgpX8TUglBpSLHhpNC8IEmiKIQmPc7Bd33NrPswgSrNE0Du3ErrhVqE7NwgVGjQ/l/Wu6nOUb6IPiRk4ZICDYNae6Q/WKTFrnPs5xvZVg2bBgqhcvTO3SxelVvxpL9x9n7JL1GQFMcW3J7mfQo0hJhSIh/PBUD8IC/Ojfot6d3rhbuterhlarYfjsZU5vHj56HU+3rJ9l0LWA+4eEqAS3sSChESTHeaa1Ym5TYORvRui5a2mDW9FWgoDhCGMzhHBdKa+NmuOZ69wlCjZS7YnoNSYqBzTgaNIOBAIFBYMw0KHo4wg3K/xiZYtQrmYpTu45i3pToNLkZ6T36w+6HF+zVDHKhgZx7pZccZ1Gwwe92tGldmUnSQOr3e5SNSqlIyOmSYXSvNG5BRWL3lnJfnbpWrsKJYML8eXSDRy+FEmQrw/PtW5Iv6b3nhvjZi4cu8SB9UcoVDiQJg/Wd9uQowAHzXo24vCW4y7po3arnWpNK+fRrHJGgZG/CaEphNTXB9suyOkqWzkG9uMIk/uquzjL1ZyN7wGmnxvj9m3CKi0svjKZS+mn6VVykMv+UQuGMrzTx0RFxKLRCGxWOz1f7kyrR5u6v87gx3j590UcvRyFRiPQCMHQbq3cBkXPxSTg7kGrSMnp6DivGfjr1CpVjGmD+nr1GrmFlJKvn/+Zf2dvRgAanRa9QcuXa0ZRvnbutSu8l+jybDsWT1jJ1bNRGfo1jubdffEPyt/Vv5lRYORvQQR9iYzrf629Xw4Nfdo08H/W7S69xuDVfPjskJW7yKZa2Bv/L41CO1Hcx1nHO6xEKL8e+pYTu04TdzWBqo0rElw0KNOxQvx9mf1KPy7FJxKbkk7lYmGY9O4/esF+PplWuBYJyJ/KhfmVdX9uYf2cLU7FbunAB73GMuPM+HsyiOhtTL5Gftw+huWT17Bx/nYCwwJ46NWu1G3r6rq8V/C6kRdCdAG+x9FW+lcpZb5qHnIrQlsMwlYi0+ZA8khy5L5RM9fBaRjSkc0x/+RsfC+jSIWTyXtdjDw4fOlVGt1ZHnKJ4EKUCM66+rNwgB+NypVkx5kIJ2Pvo9fxbKtGd3Q9yJke+r3O4l9WupWnSIpJ4syB83edYuiO9JR0dizbh9VspWGnOlk+9PM7Pn4mer/+oFv3472IV428EEILjMfRGeoisFMI8beUMvMGj7mElDaw7gBpAUNjVwXJ9Dk4fj1Zd5bPEpG5lnfHYv24lH6KiLQTqFLJ9VTK7KARWgya3G+S8FW/bgz5Ywm7z15Cp9WiqpI3OjenVdXsdQay2h2iYHN2HMRstVGrVDHe79WOGiWKennm+Qubxf1nV6PRZLrvbtiz+gAje3+B0GhAShS7wnNjnuDhN7p77BoF3D1eLYYSQjQDRkkpO1/7eQSAlNJduolXi6HirsZzcvcZQsKDqVAjARIGkeGOkXYIHI3Gt7fjR8tGZMJrIHMqc6AFn96gRIGxDcLnYYTG2eVwMe0UV9LPsvTKVKx57L65FZ0wMLTqBPz1QXly/cjEFGJTUilXOASfO8hueXPGP2w4ftapkMrXoGf+6/0pHRrkhZnmT/4at4xf35nhEkQMCPFn7tVfPSJdkZ6STt/wFzGnOmv2GH0MfL/lU4++LRSQOVkVQ3k7T74EEHHTzxevbctACPGiEGKXEGJXdHS0xycgpWTCkN/pX+4VPnvye95q/SGD648iLjIVZIrjP8yQNBJpP+04yXYIZA46RWWgQPo8sG6A5C+Qsb2RqnMaVknfijQK7Ui/0kM8cD3PoRcGHi8zJM8MPEDRQv5UL1H0jgz85YQkFwMPjk5U0zbt8fQU8zXdXuhAxbrlMvRd9EYdRl8DI2a+4TFtoh1L9+ImeQyb1c6qaes9co0Ccoa3jbw7Z6jTq4OUcqKUsqGUsmHhwp7Xyvj3j00smbgKm8VGWlI65lQLF04Y+OTFW7ML7Mj0a/oy2uKOHHePYgblMjJtptu9lQPrU9G/jtu0xbygvH9totMvciH1GNHmi3lWuHWnXIhJQO/GgNlVh/jZfwmDUc/X60YzfNpr9HipE0+8+whTjn7v0WYgVrPNbUWyqqguq/sC8gZvB14vAjdrspYELnv5mk7M/26JS/BJUQQn9vsSe1VHaLHr+dh2UJMc/zR1hqQxOHIRPOnOsoB5Bfi7piUCPF7mbX47M4pL6ac9eM2743jyLo4n74JI0KBFp9HTtkgfWhXpnddTy5IyYcFY3VTk6jQaqpdwbUpyv6PVaWnxUGNaPNTYK+M36FQb1c3v2+Rn5IFH3KfUFpC7eHvZuBOoJIQoJ4QwAI8Df3v5mk6kJLgXG9PqJKnJN634hC/C2M7xT2FChP4Bupo4koI8iCbz7BIfrR89SryAcPsClHeoKFhVM2sj57AhaiFbYpawN34dFiWdQwlbGH/ibT478gy/nRlNpNnRBFlKSZo92a0ujjcJDwqgffUKLimaBp2WAS0beOQail3h5J4zXDh2yW11pJSS7Ut281GfrxnZ+ws2zt+GquaPzlaeJqRYMM9+9gRGXwMajeNza/Iz0uTBBtTvUDuPZ1cA5IIKpRCiG/AdDms5RUr5aWbHeiPwOuHt31k0bjl2q3NbtkIhdv7YfwStVoLwBX1DRPBEp+pUaT+LjHkIx4reQ/i9gSbglUx3K9LOJ4cH5Lsg7M3ohB6BJqNN4a359g2CO3A29SCJtlgAagQ246GSgzFqPdMc+nbYFIXxq7by5/YDpFqt1C1dnHd7tqVqeM7dgdsW7+aLAeOw2xVURaFI6cJ8tGg4JSuFZxzz/cuTWD19fcYbpMnPSKMu9fhgzlv3bTrnqX1nWfn7OqzpVlo+3JQGHWvft/eaH8kq8HrfSw0nxiTxUoNhJMYkY023otFq0Bt1vPt7N5q23wPSjDA9CKbOODI+b6AmDAXzP4AnV2E+iLB/ELrSmR5xPGk3s86Nxc71B5MgWF+Eh0u9wt+XJhFticj03PyIVugp61eNZ8uPyuup5IhLp64wqO7bTtkqQghCigcz89xPaLVazh66wKtNRrh02zL5Gfls6XvUeqBabk+7gP8A/2mp4UJhgUw68DVLJq1mz6oDFC1bhIde60q5mqWBJ7M+2bYXzxp4gHRkbH8IHAKmHm51baoENuDNquPYHbeGZFs8lQLrUS2wMVqh5c0q37Mrdg3/XJ6EKlVU7G6ukb9QpI3zqceItVzBqPHhcNI2FGmnakBDQowOjW67aiPRFoO/LijXVvx3ytJJq136oUopSU9KZ9/aQzToWIe9qw8i3bhmzKkWdi7f69bIK9fa72m1zosMKSVHtp7g6tkoKtYrS5nqpVzOLaCA23HfG3kAv0J+9H27F33f7nVnJ2pLg3LB8xOSV5FJH4JlEyLoS7eHBBuK0KFYP7f7Goa2p3xATfbHb2BT9N+YVU83OfE8OqFjd9xaNsf8c00HXrLiygxaF34YrUbPuqi5AKhSpX5wG7qXeB6tyF8fz5hLcdjdNL2WUhIf6ahu9g30QavTYrM4P3z1Rh3+t6h0xkcl8sNLk9j6zy6klNRtW5M3f3mR8HJFSYxJYmj70Vw5G4XAka1Sv2NtPpjzVo6kdAv473Hfu2tygrTuRMY9B3grFcyECJ2H0N+9ut2SS7+xJfYfD87JO2iFDqRAcVNBrEHr5NfXCQOFjSVIsEWjSDuVA+rTrfgzFNJnLk6WGJPEwh+XsW/tQYqWKcKjb3WnUn3Ptt1bNW09P7wyySVby2DS8+vhbwkvV5SUhFT6lRrkcozRx8DUEz8QVsJxD4qi8Fz1/3H1bFSGPr9GIwgMDWDa6XF89sT37Fyxz+nNwehj4PERven//qMeva8C7n3yshjqnkYYGkGhL0ATBhgBA579lUmHtEIO6FTsSXQi/6/sihpLu6+awDVwa5dWrpjPkq6kYFXNHE7cxk8nh2JR3AejY6/E83zNt5jzxSIObz7Ov7M38b9WH7BxwXaP3kPrx5pTvEIxDD435CpMfkY6P9OW8HIOyQT/ID8+/vsd/Ar54hvog2+gDz7+Jt79480MAw+we+UB4q7GOzVgUVWJOc3Cymnr2bViv4tryJJuZcnE1R69p3sNRVE4vf9cpplNBbiSv96H8yEany5IUydQ40Djj0xfDEnvemZwoQNtzqRz9VoDr1b6hmnnPiXBGp3HjUgy57L5zF2fK1GxKOnsi19Pk7AuLvtnfTqf5PiUDKMoVYklzcr3g3+hea+GLr7uu8Vg1PPd5k/4e/xy1v25GR9/H3q81Jk2jzV3Oq5u25rMjfyVgxuOoigqtVtVw+jj3Drw4onLLhlf4PDdnz8cQWb1GbcGdP9L7FlzkDFPfoclzYqqSsJKhDD6r2GUqVYyr6eWrykw8tlACA1or7WU83kEmfQRnnHh6OBabn5OKGwqwZCqPxFnjeRS2mmWXv4Ns5ICQmDU+NI0pAuromZ5YL55h01auJh+iiZu9u1Yutdl1QuQmpTO+SMXKV8rc+10m9XG3K//Yemk1dgsdlo90pSnRvYhMNS19SE4FAofG/YQjw17KMv56g36LPPEy9YsjU6vc/Hdm/xNVGtSmYMbj3LukHMWlVanpWkPz+T632vEXIpl5ENjndxgl09d4e22I5l1YUJBnCILCoz8HSKEQGrLgXI0B6PoQYQhQiYghOeaQ4cYihJiKErNQs2IslxASihiKoUqFdZFzcdGVoVJAi1alHyaraNDT1GT+7TTgFB/rp5zlSywW+189OhXjN85Fr9A91r0Ix/6kgPrD2c0iFj8y0q2L93DpINfu6y+PUndtjUoXrEY549czFjRa3VaAoL9aNWnKaWrl2Rou1HYbXZsFjtGXwN+hfx49tMnvDan/MyKqetc2k5KCZZ0GzuX7aN5rzuXof6vUOCTvxtMOV19CzA2ROi9kzMthKCoqQzFfMqgERp0Gj0DK3yY6VzqB7fjvepTGVlrFmV9q3tlTjlFAvWD27rd9+j/umP0dS/rHB0Ry7xvFxMfmYD1FnndU3vPcmDDkQwDD2C3KcRHJrDuzy0em7s7NBoNX/87is4D2+Ib4IPJz0irPk0Zt30MRh8jVRpWYMqx73ls+EO0eaw5z332BFOOfkdoeLBX55VfibkY61YeWVUU4q4m5P6E7iEKsmvuAqnEIqNbAznxjxoQoQtylFlzp5xJOczvZz9ClQoqKnphxKT15eVKXxKoDwEg1Z7ImCPPIT1eH5AzipvK80rlr5y2bf1nFxOHTSchMhGDj564Kwluz9VoBTq9DqERdB/ciRc+749Wp2XppNX8/L+pmNNc33C6PNuOvkN78uOrk9m/7jAGk54OT7WiYae6JEQlUqVxRSrWLYeqqpw/HIFGq6F0tZIFVZ5eYuP8bXz5zHjSU1wljcfv/Pw/X0Pwny6G8gZCG4rUNwDb1hyMYkVaVueqkS/vX4O3qoxnR9xKYiyXKONbjfoh7TBpb7gy/HSFeKPy94w7OQS7zFmQTyA81AxF4GcLYdH45RhMelo81JjFv6zit/f/uHFIQuZnq4rEqjhWgYsnrEQIwaAvn6ZImcIIratRNpj0hIQH8Xqz90hNTEVKR0B08YRVLJ20Br1Rh5SSYuWKEHk2GpvNjlanJaRYEKPmD6Vivew1Nykg+zTv1YhSVUtw7nBERvDZ5GekRe8md2XgVVVFo/lvODIKVvJ3iRrVDNTYnA2iKY2mSP5MiTMrqUw/O4aI9BPohB5FKvho/Um1JyCEhjBDCSIt57McQ6DxzBuBouHECzrSjmjQaDWoiorNakeqd/fZNfoaWBA7Fa1Ow8DKrxN1IQb1plaDvgE+dH+pE3/9sBSr+c46KPkH+TErYgI+frnfUet+x5JuYdH4FaydtRG9UU+PwZ3o8FSrbBtrVVWZ/flC5n79DynxqZSuVoJXvn/2vhBS+09r13gLNaYH2I/nfKBCX6Hx6el2l+NvYwGMeeYGSLLFkWJPIMxYAoPGiEVJRyt06DR6TibvZdrZz1zSNgWCcJ/yhBmKcyhxS87SOiXELtFw+v3s379PgA9I6fJqfx2DSc+Msz8RXDSImEuxjOn/A0e2nkAICC9fjOHTXmXmJ/PZsmjnHU9XZ9Ay5NeX6dC/FQDxkQlMGzWHLX/vwsffRK9Xu9Dz5c4eS+v8r2JJt7Dtn90kxiRTp031bK3mJw6bxt8/rcRyk3vO6Gvgi9Ujqd40996ovUGBu8YLCL9ByMR3yXEqZeI7SG0JhOFGapyUEpk6BVIngEwGTRjSfyga3zuUZfAAgfqQDH894KQrUymgHs9X+JiVV2cQab5AkL4wbYv0oXJgffQaA3HWSI4l78SqOht5DVq6hg/EplpYFTkza5eOIrg4LvsGXqvXMnrhUOKuJPDPzys4vMX1QWz0NRIY5kiRDCsRytf/jiY5PgW7TSG4iEMKulL9cuxase+OV/J2q0J0RAwAqYmpvNRwOAlRiRkpnpNHzOTErtMM//21Oxr3v0pSXDJTP5jN+rlb0eq0dBrQmqY9GvJB989R7AqKoiAQtO3XkrcmDc50MZSeaubv8SucguwAljQr00fPYcyy93PjdvKEAiN/lwif7kjlMqR8BzlKO7Qjkz5BhC3M2CJTJ0PKj2RIHKtRkPQBUmNCmDrn4Fqep4xfVV6o8InbfSGGojxbfhR/XfyZSHMEGqGhVqEW9CzxIkatD1JKjiXv4nL6aezS2Zhq0KIRWkzbKmCNPJHt+bTs3YR67WoBULJKcYa0GXnLys3I858/6bKSDgh2buT+4KBOzP92CTaL+85HWXHmgMONtWzyWlLiUpxy+C1pVjbM3crTI/sSXv6/1Vj8TrFabLzW9F2iLsRkpJnO/24J879Z7KIhtO7PzTTsVIfWfZu7G4rYy/FotO7dOuePXPTsxPMZBUY+Bwi/Z5HWvWBdk7OB7Ddy7qVUIfVnXDXszcjk7/Odkb8dpXwr81rlb7GqZrRC5yQ6JoTgmfIfsurKLPYm/IsiFUr7VqGoqQy+2gBqBjXjUlw8W3zHuGjB6PRaEMKparRo2cIM/e3ljJ+rNKzA1+tGM+XdWZzce4YiJUPp/2EfWvZ2V1LlTHCRQny/5VPGvebIrtFoNW4rVN2xY9leAJf0zIy5G3Sc3HOmwMjfhk0LthN3NcHp9263uP8bmFMtLJm4KlMjH1YixCnucjMORVrPIqUk5lIcBpOeQmGBHh//TsiRkRdC9AFGAdWAxlLKXTftGwE8ByjA61LKFTm5Vn5Eps0A6+acDyRuUieU6SDT3B+nXMr5tfIIg8Z9INKgMfFgiWd5sMSzbveHtgqn3ZMPsGbGRkc/AJ0GrVbDqz8+R/snH2DltPVEHLtEg051aNS5rsvrepWGFRi78oO7mnPpqiX4YpWjviAlIZW+4S+4zdW+levHlKgUjk6vdVl1qopKkdJhdzWn/xLHd57CnElcxR23Vg/fjMnXyMNvPsiC75e6+OSfHtU3R/O8lUObjjJ2wDjirsSjqpJqTSvz7qw3CCsecvuTvUBOV/KHgIeBX27eKISojqPVXw2gOLBaCFFZSpk/hVXulrQ/8Ii8gbbCjX8LX9AEuc/c0XlWVfFeQAjB/yYMovPAtmz9eydGHwNt+7WkREVHJ6buL3bMlXn4B/nRZ2hPFnyz2G1efcZ8NSIjW6Pny51ZPGGlk5HX6rWEVyhKlUYVvT7ne50SFcMx+Rqz/H1fx+hrpMNTrbI85plP+hEYGsCcLxeRFJtMudplGPz1AI/+LaIiYhjR9VOnN8/Dm48xtN0ophz9Pk8SKHKUKCqlPCqldJdi0guYLaW0SCnPAqcA73QSzkukh/qXihsiZUII8H8LuLVxhgkR8LZnrnePoaoqNrONkpWL07xX4wwDn9sMHP0Y/5s0mIr1y1GkdBgPPNwEnwATBpNDN8XgY8A/yI+Xvh0IQHi5ony65F2KlSuCwaRHb9BRt00NRi8cxoyP5/FcjTd5ueFwlk9Ze9/2gM0J7Z9sic6o42a7qNFqKFQ4EKOvAb3RsUb18TdRtVEFOg1sk+V4QggefasHc678ynLrn/y86wvqtK7h0Tkv+WWV2ze32MvxHNyYEymUu8dbPvkSwLabfr54bZsLQogXgRcBSpf2vG/Mq5i6QNoMclb5Chid/Yga3z6owhdSvgflCujKIwKGgaE5BzYcYfNfOzD5GmnfvxWlq7r9td43xF2NZ0jbUcReikMCUlWp27YmI+e/neuiVEII2vVrSbt+LTO2xUcmsGTiKk7vP0/lBuXp9kIHJx9s7VbVmXZqHLGX4zD6GjH6Gnm5wTCunInMyNwZ/8YUDmw4wrCpr2ZrHikJqWh1Gnz882cHLU/hV8iP7zZ9wpcDx3N631kAaj5QLeP3tGr6euIjE2nYsTYNu9TNF2mpl09fzTR2Ex2Rw7qau+S2Rl4IsRoo5mbXe1LKRZmd5mab2xwFKeVEYCI48uRvN5/8hPB/CWleCWoOo/OGOi6bND4Pgs+DGT9LKfli4Dg2LdiOJc2CRqtl3reLefm7gTz4Qu64LPKCLwaM48rpSCfd9X1rDzH36394YsTDeTgzB8FFg+j/QZ8sjxFCZGjJr5q2nsjz0U6pmeZUC+vnbuWJ9x5xagh+K6f3n+PLZ8ZfkyJ2SBoPnfoKIcXuXz2bMtVKMm77GFKT0tBoRMaD7cjW45w7FEFidCKlKhfHZrGj9c17I1+7VXW2/rPbye8PoNgVqjSqkMlZ3uW27hopZQcpZU03/2Vm4MGxcr+5OqEkcDmnk81vCE0h8Hsm5wMl/A8ps/bt71l9gE0LtmNOtSCl40NjTbfy0xu/kRiTlPM55BJSSjYt3M7b7UYxqN7bTBs9h9RE9+0LU5PS2L/+iJOBh2vNM35ZlQuz9Tx71hxwyRQChxviiJuc/uskRCfyVusPOb3vHHabgt2msHftQd5qPfI/4erxC/TNMPB//7ScYR0/Yt3sTexZfZCJw6bzWtMR2fLde5sOT7cmqHAgOsON9bPR10jzXo0oWbl4nszJW+INfwOPCyGMQohyQCUgZy2Q8ilC6Mnxr1GNQMb0Iqu49Pq5W90aB61ey+6V+3N2/Vzkt/f/YOzTP7J/3WHO7D/P7M//4qUGw0lPce36lFXKotWc/5pnSClJSUjFbst83kVKh6EzuK44NUIQkoXC5Mrf17n4ehW7StzVePatPZSt+amqyoZ5W/mg1+eMevhLtvy9M991V7Lb7OxauZ8N87aSEJ3osj8tOZ2JQ6djSbNm1C9Y0ixcORPJit/W5vJsXfHxM/HTrrH0eKkThUuGUrJKcZ77rB/vzHg9z+aU0xTK3sCPQGFgiRBin5Sys5TysBBiDnAER6XQK/ddZs11jG2B0TkfRzmLNK9G+LjPg9cbHSqKrnotwmnVkJ+Jj0pk/reLnVwVNouNuCvxLJu8loffeNDp+EJhgZS4prl+Mzq9lhYP3T7XPTfZuGA7P70xhYToJLQ6Dd2e78CLXz6FTu/8t+n2fAcWfLsEu/XG10FoBL6FfKnXvmam40ccv+y2K5SqqFw9F33b+Ukp+fTx79ixbE/GYmH3qv2069eS/00cnN3b9Cqn9p3lnc6fOFJQJdisdgaM7uvUoOXothPo9Dq3lasb52+n1ytdc3nWrgSGBvDyt8/w8rceeMv3ADnNrlkopSwppTRKKYtKKTvftO9TKWUFKWUVKeWynE81fyK0RcF/iGcGS/o4012dnm6TkcVxM1JVadSlrmeu72WO7zjl9oFkSbdmFBDdytCpr+IT4JNx7yY/IyHhwQz8+DGPz89mtbHy93V80PNzvhg4jiPbsldpe2DDEcY+/QMxl+KwW+1Y0qwsnbSaH1751eXYomUKM/qvYYQUC8LkZ8Rg0lOuVmm+WTc6y8Bh9aaVMfm5a2IiqFC37G3neHjzMScDD45YwOoZGzh7MGuhudxAURRGdPmUxOgk0pLSSUtOx2axMf2jeRzafCzjOP9gf5RM3FOFwtx38/qvc28sAfM5Gv/nUXVlIfE9kElwt4JcMgrVfgmNzjVjpkqjivQb8TCzPp2P0GjQaASqKvlw3tv3TJZFcNFCqG6UIzVaDcmFoPOyX0i2WWgTXoE3araiqE8AVRpWYOrx71k2eQ0XT1yhRvOqtO//gMdVHq0WG0PajOTcoQuYUy0IIdgwbyvPj3mSh17rluW5Mz6ehyXtlpVlupXVMzYw6Mun8Cvk57Svfofa/HHxFyKOX8boY6BY2SK3nV/bfi2Z8ck87FZ7htvG4GOgRvPKVGl4+4DerpX73br7rGYbiyeu5rUfn7vtGN7k0MZjbt9UrOmOStaaLaoCULlBeYKLFOJqqsXJ1WT0NdLr1bxfxedHCoy8h9CYOiCN7UGNRMaNBOXfuxsoaQSETHO768n3HqHjU63YuXwfBh8DzXs2dDEg+ZnKDStQuEQIl05ddS4x1ws2N7KTnOQQ9pp/9gCrL51gRddBBBt9CSkWzJPvPerVua2dtSnDwIPDvWFJszJp+Aw6PNUa/6DMf8+XT111u12n1xJ3NQG/Qn6k2Cysv3Iau6rSKrw8wUZfpwbUUkp2xURwOimWioFhNAhzbkBi8jUyfsfn/Pb+bDYt3I7eoKfr8+3ol80MI/8gv0zcfbBh7hZe/eHZPG14kp5idpuTJyWkxN8IzAshGLP8Pd7p/AmJ0UkIjUPa4plPHqd2K+92NbOarexasZ+05HTqtquZZxWsd0qB1LAXUK17Ie5u3Qk6RJEdCI3/7Q+9B4mKiGHkQ18QcewSGp0WISDimWIkNi3kcqyvVs9btdswsFIjrxug93uMYfuSPa5zCPThnemv06yHWxVXAD7q+zWbFmx3MaAmPyPzoiazJf4Cr21ZiObaPdhVlZH1O/NYhboAJFnNPPnvDM6lxCElCAEVA8KY1vZJAvSe6TMbeyWex0u86Haf3qhj+pmf8rS1YGpiKn3DX3QJqJv8jLzx84sZ0s3XkVJybMcpkuNSqN6scpYPYU9wdPtJ3u36KaqiIqVEsSs88e7DPPm+dxcf2aVAajiX0RjqoWrKg3rmLs7WOvRruD+NfJFSYfy8+wsun75KamIaF0KtDNm9GGyuroQ0xcbXB9aRZrPySo2WbkbzHAEh/o4m7bcseqSU+BVybQJ+OTWRCUe3sD36AmEDQ1FOFkKzPyFjv8nPyOPv9MasVXl1ywLMinPGzUd7V9C4SGnKBYTw0d6VnEyMwXZTbsKxxCg+37eaTxs5B6PvltDwYEKKBbnthyolbuM9uYlfIT9e+nYAE4b8js1sQ1UlJj8jFeuVo81jrqJjQgiqNamUK3Oz2+y83/0zUhKcU33/+PwvareuQa0HvNOr2VMUGHlvETweYruRSQ1Y5miCQeMQr1JVlX1rD3HuUAQlKhXLN1V9t+NqWhK/ndjBvtjLVCoUxnNVmlAuINTpmOIVHPV1MjEau5p5DCNdsfHLsa28ULUZBi/ee/dBndg4f5uLb903wIcaLao4bbuQEk+vlZNJs9uwS5VTgHFEBeqssZG86DShwYE8Maw3nQa2Yf65A2jc+CHsqsrf5w/xeo0HWHLhiJOBB7CqCovOH3Yy8nZV5dfj25h+chepdisti5ZjeJ32lPIPyvS+dq3cz+8j/+Tyqav4FfJBb9Q7iaxpdVpqtqzqIrWcF3Qf1IkqjSqyZOJqkuKSeeDhpjzwSBOXDKXc5sD6Iy7pq+CIFyz9dXWBkf+votFXQDX1BPNyHN2dsom2AkIIUhNTGdJ2FJdPOcqkdUYdwUUK8d2mTwguGuStaeeYs8mx9F71G2bFjk1V2Bt7kb/OHWJq6340LOzavadyocJUCSrK4fir2DIx9ql2K12W/ULFQmFEpifTuHBpnqvShGK+t5dwVaXktxPb+fXYduKt6dQIKsqQ2m2pFVyMAMON4G2N5lV49tN+TB4xC51Bh5QOTZQxy993ebB+e3A9yTaL0+PbIhV2ttOiaVcZvVZL5QoK7aSKRbGjunnQK1IlzW7L+Lc77LcY/mE7/mHFxWMZbwUrLh1na9R5VnQdRJjJ1V2xYd5Wxrz8E7Z4C0KRJMUmo9EI9EZdhuEMKxnKiDzM4b6VSvXL8+YE926lvCKzIispIT359gKFVrMVoRG5LsNxnQIj70VEobHs2lCCfyYsJzURWj6YSJd+sRizSIaRth1I87/8+s5Jzh+5mFEQZLPasabb+G7wREYvHJZLd3DnjNm3hpSbDKAiJemKjfd3LWV510Fuz5n8wGMM2b6I9VdOZ/recz41nvOp8QAcT4xm/tkDLOr0XJarWIAvD6xl+sndpF9r5L0v7jJPrZsJgFGj4/16HXiioqMr18NvdKfj0204uPEofoV8qdmyqouBtyoKiy8ccTtPiUQBFMXOrNO7SVesDK7WnE/3ulbnmrR6OpaojBCC5kXKsjnynNPDQCsErYpVQJUSAVxOS2J5xDEs6g23jyol6XYrM07u4s1arZ3GX3PpBK/GrsT6bWWECv7r4wibdgnVLildKZzHhj1E0TKFqdmyap4GXO8F6rSu7nYlb/IzunUlXefiict8/dzPHNl2AqERNOpSj7cmDsr1RVpB4NWLTBs9hzlf/n2TjoVEo4WaTVL531cRFC/rvmozMbEsA5sUIy3JtQpUq9OyJH1mlm4bRVHYvfIAEccuUbpaCep3rH1Hbh5VVdmz+iC7Vu6jUFggHfq3onDJ0NufCNSa/0XGCvVWygWE8G7dDrQr7t6XuubSCV7buhCLcvvmHBoE3UtX59tmD2V6TKrNSqNF3952vB+b9aZbaUdmxpILR/jm4HoupyVSNiCE4XXa0SbcIUUbZ0mj/eKfSLJn783MqNGy/aH/8dvxHUw8tjVjVe+r1dO1dDXGNuqOEIILKfE8fO3tJ12x4aPVY9BoKekfxJH4qxg0OpoUKc2emIuk2F0/M82LlGV62yczft4bc4n+62Y4xQGERcVnVwKhs6/gmwZLU2Zl6x7uFzYt3M6v78zkyplICpcMZcBHj9Hxqda3P/EayyavYfzrU7BZ7aiKisnfRPVmlflsybtoda7frdTEVJ6q8Cop8akZcR6tTkuxckWYfORbhBAc234Sq9lG9WaVMZgMObq/gkbeeUDc1Xj6l38Fm5seoUIjCQxS+G3rUfwCXF/VE2J0PNWkntu8YY1Ww9L0WW4/WABJscm8+cAHxFyKxWaxozfqKFwylG83fExg6I1ikURrOj8f2cKyi0fx1RroX7EB/SrWRyoqH/T8nIObjmFOMaM36tBoNbw/+y2adm/g9po302zR90SZUzLdb9LqGN/ikQzDeSvrr5zm+Q2zyY4aSyGdkfU9X3PJQNkfe4nfTuzkTFIsJ5OiXXrM3koRkz9be73BgrMH+HD38oxV/63z7b1qCgfirmRjZg58tXr+7vwc5QJCORB7mQXnDpCu2OhRuiYtipZ1WkEnW80sOHeQowmRlPIL4pdjW0m9yaBrhUBx813VCQ1PVqzPh/U7cyjuClujzvPX+YMcS4hynZCUCKtEo8CnrXvQp3zdbN9Lqs2KUatDp/GWEor32LJoJ589+Z1TvMXoa+SVH56h67Ptsz3O2UMXWD5lLSnxqbR4qDFNutfPdPG0aPwyJg2f6SJU5hNg4rnPnmDWZwswp1hAOIL7Q6e8wgOPNL27G6QguyZPOLTpGHqDzq2Rl6rAYhasmR9Mz4HO8qOqCqcO+lKiYjEuHL3kJM6l0QjqtKmRqYEHh2ztldNXM14v7VY7l09dZfybvzFiusP3mm638dDKKVxNT84wgGP2r2F37EW6ngzi4MajGfni17vtjOn/PXMjJ2MwZu1XHFC5EeMOb3IylDdjVuy8unkBK7oOooSfa9pk6/AKhBr9iLa4Fy27mUS7hYYLv6FeaAker1CPziWrsvLScd7duQSLYs92yDvG4lhtfXngX5d5mxU7Y/evpVxAqHvDmQVpio2Y9FTKBYRilyo7oyM4nhjNX+cO0a54Jb5p0hMfvWMFF2AwMaByIwC+OvCvS3zCnYEH0Gu0PFWpEW9tW8SKi8dRVAV7Jj5+hEAaBQowes9KivgEUD+0BP9eOY1dVWgVXsHFt7818hwf7F7GhZR4dBotj5Stzfv1OmLU3jum49cRM12L1dIs/Pb+7Dsy8uVqlualbwZm69iIY5dcDDw4hAUnDZvhIssw9ukfqVC3bEZCgie59x7L9wgBIf5ZNoA2p2lZNiMEc9qN1ZyqgtUs+O3zohQqHIii3KRvIgT+wX78b6J7v/Z1Ns7f5uI/tNsUNs2/Ie//17mDRJtTnVa46YqN5RHHWLhovdvKSICjW29f5v9ClaZ0K1UNnVu16RvX6rvmd+yZlKc/VTHznPRbsUuVnTERDNn+NzXnf8Hw7f9gvgMDDxBi8CXKnEJ0Jm8g55LjiDGnotPceXbP85vmcCjuCk+vm8WxxCgkErtUWXnpOE3+/p4YN9c8En/1tm8fAL46A5Me6MuR+Kusungcs2LDJt2FeV1JV2x8tm8Vzf7+gfd3LWXknuW0+mccM0/tzjjmeEIUL2ycw9nkOBQpsSh25p89wP+2/XUHv4G7Iyoihp/fmsobLd7j20G/EHH87ltfXj0b6XZ7QmQiNuvt2zneDZUaVMDk76YqO5M/jmJXWP7bXRZQ3oYCI+8lareujo+7P/I1hJCcPWriyzdKc+aIieQELfs2+TOkd0VOHfTl0Kajt3wgJP7BfrctgXdX0Qg4yQlsiz7vdqWt1WhIDHe/QpPSoXh5OS2Jz/et4al/Z/LF/rVcSUtiWcRROi6dQI15Y+m5cjLdS1dnSO22Wc4z2WZh/ZVTbvc9U7UxxbOROeMOW2ar2EwQQJMipWm7+KdMjWNx30CqFCqMmsXY7YtXcpsqqagqn+5bjdnN7zvVbqXP6t+xKs4GvXZIcQzZeKCY7TYmHtvG3DP7ScvkzSkrTiXFkq7YSLVbSbPbsKh2Ptu3mjNJjrfLX45tdQr0AlhUO+sun+Jqmvfkrc8fvcgLtd7i7/ErOLL1BMunrOXlBsOdNGzuhCJlCrvdXqhwoNfSM9s81pzAEH+nt269Ue8oOHOz/rHbFBLdqG56ggIj7y0k9Hyps1tZWQApBVJq2LQkiJc6VOHR6jUZ8XgFTh10FN7crFLoOB7iriZyYtfpLC/bqGs9NFrnP6tGq6Fx13oZP5fyC0LvxogIoF3b+m6FsAwmPZqqheiy7BemntzJlqhz/HZiB+0X/8SQbYs4kxyLWbFzLDGKlzbP40JqAjqR+cfLrqpcSnP/ofbVGVjZdTCj6nemfkhx9FmMc6eE+wRkfMdMWh0DKjVizaWTLsbsZoqY/NEgeLNmK0waZ6OgQTChxaPUCgl3myppVmxcTE3I9AFyITWBvmt+d3LPPFmxASZtVu9CDlQkO6LPk2xzn8anFQKfTMYR1/bfil1V+ev8QQBOJcagunkdNWh1XEx1/dspdoW/xi3jhVpvMbDya0wd+Sdpya7JA7fjlyHTSE9Oz5BsVhUVc5qFH16edMdjATz36RMYfZ0Dm0ZfIwNG9/VaZpHRx8i47WNo268FvoE+BIT40+OlTny0aLjbhZjJ30STbrePed0N945j7R5CSskHPcdycOORDGMtBFm6b7KDVitIjEnO8pjXxj3PiV0jSE1Kx5xixuRvwi/Qh9fG3RCg6lehPlNP7MR2k5CaVghCTX4M7NqJpCfPs2b6BqSUaHVahEbw0aLhjNq30ikYmOFSuOW+zIqdbZHn0Go02BX3q1+bqhDu6+qTv46PTs9j5etR3DeQ3TEX+f3kThRVveOV+q1EpqfwQ7PetC9RGYNGy2tbFmDOwsAD7IiJoN7Cr9jR639UDAxj0rFtxJhTaR1egUHVmhNm8iMxE0MrgTRb1tr3JxOjWRZxlJ5lHFLDhX38md/hGT7as4KtUecz97EDWqGhRnAxjidGu7yd+euMbH/oTWad2uMUb9Ag0Go0aBAo0vnelWu5/QCVC4VxOMFVl8ei2Ckf6Jpt9cnj37Jz+d4M//ecLxaxacF2ft499o5yxA9sOOL2u3L+yEWsZusdZ6I88EhTbDY7k0fMJOp8DCHhwTw9qo/XO6oFFw1i+O+vuWzvMbgTSyatznCLmvyMVG5Qnibd63tlHgVG3gvsX3eYgxuPOPm2pQShFUjl7i291WynauOsO8sXLhnK1BM/smHuVs4dvkDZGqVp3bcZRp8bq/MSfoUYXqcdn+5dlWE0i/oEMKPNk2g1Gv43YRAPv96NvWsPERjiT7NejTD5Gtk7Z1625xqRmkBhkz9X0t2/1qtIRu5aRutiFdxWsh6Ov8rT62ZhVxVUJKoqqRZUlIjUBOKtWa8O9WhQUN1m6KhIxh/ZnJEyGZGakK37sUtJ/3Uz+afz87QtXol4SxrnkuORUiKl5MfDGzM9NymTB8B1zKqd5RHHMow8QPnAUKa2eQKAE4nRPL5mmtsHiU1VOJ4Q5bLi1mu0/NC8N3qNlgGVGxHuG8hPRzZzNT2ZhmEleaJifZ7b8KfLeCatnk4lq2JXVbZGuZcgfqRsbUKMzlIPZw6cdzLw4OgVEHk+mo3ztzv1xb2VmEuxrJ6xgcSYZOq3r4VvoI/boKVOr0Wrv7uq53aPt6Td4y2RUuZ49b5//WEmj5jJucMXKVo6jAEfPUbL3tnvbzDo6wHUa1+LxRNXYU610P7JVnTo/4DXqtlz2jTkS6AHjk7Wp4FnpJQJ1/aNAJ7Dobv7upRyRc6m6p70lHTWzNzEid2nKVujFB2fbp3nJdr7/j3kNngpEGgN2iw7HmWGyc/I48MfckqDzPRYXyOdBrTJdP/xhCjG7l/rtCqOt6Tz2/HtvF+/EwBlqpeiTPUbFaqrLh13647IDEWqmRr466TYray9fJIupapyNS2J+WcPcDU9mWZFyjB6z0oSbjHmJxKjs1zVXqdiUBhIwdFE9wG3OGtaxr+rBRXhULx7FclbOZIQiSolH+1ZwZ9n9mHU6rAqdmqHFCc6LfO0URUwCC0KqtssGQ2CIEPmFXKVCxVmeZcXab/0Zyffu8Bh5HfFuvYY1iKcAsWdSlahU0mHPMP+2Eu8u3OpS3DXqNHRo3QN6oeWYPXlEyS70RPSCw11Ql2lsI9mor1vTjFzYP0Rt0b+xO7TTB89lx3L9qLRCOw2hcW/rCK4aCGMPganDBSDSU+Hp1vn2BDm2MCvO8x7D36WMbdzhyP4/KkfeP2nF+j0dJtsz6HJgw1o8qB33DO3ktOV/CpghJTSLoQYC4wAhgshqgOPAzWA4sBqIURlT3eHirkUyyuNR5CWlIY51YLR18CMj+fxw5ZP86yfIkBQ4UIYfAwuee56o46yNUtz9uAFtznwt6LVaQgtHkLpaiXp/Xo3J796Tvjx8EaXAqF0xcas03t5o2Yrp3J/gIupCby59a9sjy/InmKPRbFzPiWezZFnGbRxLopUsaoKC84dwOqmgMms2tFmwz9/Ljme3mVrZWrk218rxjoUdyXTuEBmPLb6dw4lOLJfrhvJnTERtz1PCsk3jXsxYucSlyCpQavl8YpZ/22L+AYwp/0A3tq2iJNJ0TiWDDLTegKzamfC0S00LVIGcFTHbo48y6RjW9kaed7tA1srNIyq3xkhBGeT49wWkdmkyrnkOJftYSVC3Bpgg0lPsbKugc+5X//N1A9nY013/C6uP2/MKWbiVJWK9ctzcvfpDK2d+h1q8/K3AzO529xj0juu6Y+WNCu/vjOTjk+1zpfVwzky8lLKlTf9uA24rrvZC5gtpbQAZ4UQp4DGwNacXO9WJgyZRkJUYoY2uSXNijXdxreDfuHrfz3Qku8uafN4cya/61pRqNVpGfb7q7zScHi2xlHsKqmJafQZ0oP6HWp7bH5HE6Lcfsk1Ap7b8CeX0hIpHxjKGzVa0bBwKRacPZBpnrY7snukUaujSqEw/rf1Lyd/8q2KjTfjLhB4KwKoGBiGv87gUiHqo9XzVq02bLp6hsGb5rnNesmKPXF3l8pnU1U+3L2cjxp04ZN9q7AoClqhwSYV3qnTntohjkXJre6E5RHH+PHwRq6mJxNq9CMiNR6t0KBI9+6om7l8LTiqqCqDNs1lW5T7rKrraIQj86p1eAWqFCqCUavDfsvvz0+np1pwUZdzG3aui0+AifRUs1NgUavT0mlgG6djY6/E89sHs93WkIDje6zVaZh2ejznj1ykeIWi2WqskhucP+z+gZ4Uk4w51ZwvG/h40if/LHDdyVcCh9G/zsVr2zzK9iW7nZtP4PiSHNp4DLvNnmfqdUGFC/HJ4nf4uM/XWK8p/vn4mRi5YCirp693KnC6HamJaXzQ83N+2fcVJSsXJz0lnZXT1rN39UGKlS9Cj8GdKFEx/I7mV7lQYc6nxLkY43TFzu5rr/5X05PZE3ORcc0fYV/spUzFw25FA+g02tvmeeuFhtL+QRT2CcjSqN+Mj1ZP/dAS7Im9SHpWDwIkSVYzM9v25/tDG9gUeRYBNCtalrGNehBk8OHdnUvcGjyDRkuN4GLsjb37vOzMSLSZGbrjH/x0BuxSoXxgCBNa9CHU5MdHe1Yy58w+zIqNyoGFCTb6ciY5llhzKsq1v9St7qvbUa2QwxgvvXiU7bcx8NcxKzaSbRZizKn46QxYFXuGW08nNIQY/ehUoorLeVqdlm/Wf8THfb/h/NGLaDSCQmGBjJj5BiHFnHXq96w6gE6nxUbm89HpdYSGB2dL4z49JR2bxZ4tV2ZOKVwylIjjl122G30NGH09o/3vaW5rBYUQqwF3ZVjvSSkXXTvmPRwNu2deP83N8W6XYEKIF4EXAUqXLp2NKd/AYcTd+L61AqHJ29emOq1r8OeVSZzcfQah0VCpfjk0Gg1T3p2VUUWaXaxmG28+8D5frR3FBz3HEh+ZiCXNglavZfGEVYxeOJQGHetke7xXqrdgw9XTtzWuZsXOq1vmZ9pT0x1CiGw9EDqUqMyYxt2JSk/OcnWuExrsUsVXp6dGcDEmPvAYM07tYvLx7SRY0x0rWimdFSEVO+MOb+SHIxvpXaYWR/u8w5W0JF7ePJ8mf3+X5by0QsO8DgNptPAb4u7QqGYHCRlvFycTYxi1xxGq2nT1bEYa5/Gk2zfmzg7rrp7imfV/sC/2crby6G1SRSBovuh7EI43AEVK9Boteo2GziWqMKJuh0wln4tXKMbPu78g+mIsNouN8PJF3bovjL4GR7pZJpj8jHR7/vaVqAnRiXz5zHj2rDoAQlC8QlGG/vYKVRt7T2d+wOjH+PLZ8S4SCX2H9kKTTyUfbmvkpZQdstovhBgAdAfayxtCOBeBm3VlSwKujz/H+BOBieDQrsnGnDPo8FQrlkxc7aSPrTNoad6rcb7QXddqtS4fuDLVS3Jo07E7Ws0DJEYn83a70aQlpmG7FrhVbAqKTeHLgeOZFTEh2x+ymiHhTG71OCN3L+NUUmyWx2b2INC7cRkIMi+/vxmTVsfnjbvjrzeilWRa+VrKrxCdS1YjzpJKhxKVaV+8MjqNhuerNuX5qg6dj+MJUYzYuYRD8Vcyri0BOxIkzD93gGSbmS2R59yKe91KIb3RkTFz2yNzjlVVWHP5pNfGT7Fb2XA1+41r3qrRmre3/+3yQDAKDVNaPU6jwu4XYbuiI/jr/EFUKelRugZNS5TJ0jfduFt9MnPq6Y16WvdpRqs+zbKcq5SSYR0+IuLYpYwK7wtHLzGsw0dMOfodYSWyJ6h3p7Tu25y05HQmj5hFalIaBqOevkN70m9Eb69czxPkSKBMCNEF+AZoLaWMvml7DWAWDj98cWANUOl2gdc7FShLTzUzvNPHnD1wHiklGo2GImUK88260W5f3WxWG1qdNk+fuBdPXuGlekMz1ajOkkwimkZfIxP2fknJSnfmttkXe4kB6/8gxU0Wxe2m8XDZ2myLOsfltKQ7NohFTQE0KlyKTZFnSbaaM9wRt2LU6Fj94EtZVr+qUvLP+cNMOr6Vo3eoLeOO12u0pGFYaV7Y9CcWxaN5AvkendCgRWC55WsqgEfK1WZs4x4u54zdv4bpJ3djVmxIHC613mVr8XHDrJtq719/mA96jkUIh+qpzWynea9GPDWyD+Vquj5Mrndlut7m7/D/2zvv+CiqLY5/78zWNAIhQCABAoTQe5EmvSqgKKCAiiIq4rNie9hQFLCgPttTQZ4NwYYFBKSKiPTeAgECCYSEkELa9vv+2GRJ2N30AIb9fj58yM7OzL13d/bMnXPP+Z1NMTwzZCamrMJhpVq9hjFP3cTEGWUtv1kyHA4HORdyMQYarooJZWUKlL0P6IFVeXfuzVLKB6SUB4QQ3wIHcbpxplZ0ZA04/dzvbpzJoc1HOLHvFPWiwmjbp6XbLGLbil28Nfm/nD+TilarYdjk/tz35l3Fim1VBuFRYcxaka/HccarDIEnPJWnA2dGYFESCt4I8wvCWkJ/eEEkTv9wqjm3TDPeJFMmy+I9a7IXRKsopJqyOW/K5qktv3A8MxWjRsPEqC480up6hBA8vfVXlscfLpG/uTgUIbghogX3b/zumjPw4NQB8nQ1SPDogjt2IYXPj24vFIWTa7fyY9w+Rjdq61pM9kTb3i357uynbF+5B3OuhQ4DWhMc6p4cl3DkDLPvfI9ju04ATk2YZ778F0lxyR49PlazjYTDFb+ecimKolR6XdmKorzRNV4zc6SUrwKvluf8JUEIQYtu0bTo5r4YBLBu8V+8dvs7rtdWi41fPvqdlMQ0Xvr+ycrunkda9WzO/APvkH0hhwXPf8PP760o0XFCCHR+2kL+QEV1+vvLUoS5tjGQXnUa8efZ45hLuLCaz59nj5dIRMsbJbk55BuX0Ws+d+2fabXw3sGNzljv9gP5Lf5QiRdui6O+fzAT1n/NOVPxCpjXEn4aLTfWb+m2fX3iMY+TDovdyrozsUUaeXCm/ve4qYvX9005Zh7p+RyZ57Nc7RzeepRHez7Ha8unY7e6u/n0fjq3co3XOlfnSkEFIaXkrUkfuW93SP7+ZTvnEor2R1c2e9YfYO/6gyXeX1EFDVtEoNVr8As0YgwwULdJHZ7/9vEy9+HtbjcxJKI5OkVFr2ioZfDnpQ6DCNQUHSngkLLSL57B4dHctvZLjzeEDUknWHBka4W2dzIrjXRz8eXcLhf+Gh06RfWoMVOZKAg0wim35qdq6RvWpJD+/97zZ3ht12p+Pbnf46K5qqgYNcU/Jedmm1jx2Vo+fGwBKxasc3Nhbvjubywma6EbiXRITDlmTh06Teeh7dAbL0ocqBqVgGB/Bk0sWhzvWqNKyxrEHYjHYvKy2OaQrioxV4Jf/7uSj6d96TF92xs2i524gwn0H389nQa1pWZ4CC26NS1XAoafRsfc60Yys9NQsqxmQg0BJJuy+OtsHKvPHPE649apKjaHKPVsXoESFQRRheDnuP1e/fUAi4/vxlCBuuYS3ApqXwl0isqohq0Z3agdjYNq8squ3/n15IFyPTmVFKOq4ck2/Ui35JJttdCvXhRdQ+u7rrHX96zlf0e2FvnkpwjBjREtimwnOT6Ff3V9lpzMXEzZZgz+BhY89w3vb5nl+k2ePZHs5nMHZxx9Utw5nlv0GN+9+QtLP1mFOdtCtxEduXvm7fgH+bkdcy1TpWfyQgivi6wOKYmIvjJZsTarjfnPLiyVgc/HnGNm7cI/6TSkHS27R1dYhp2fRkctYyAnMlMZvPxj1iYeLdKlogiFN7uMwF+jxahqMCgaGgUWfcPUojCoXrMSGWa7lEUa+HwqylVztaDgdFGtSzxGTHoygVo9z7cfRPPg2viplbuGpBEK9fyD+fnkPr6O3UFMRjJ+qtZ1jcWkJ/P50W1eDbxOUdGrGmZ1voG6HgrCFOS9h+aTnpzhkv8wZZtIT87gvYfmufaJ6tjI41qT3qgjqmMjNFoNtz87iq9PfMT3yfN5Yt6DbjH5Pqq4kW/QIpzgWp4jM1pc17RCCuqmJaVzfO9J708MHjiXcL7UIZQF0eg0JMVVTCz1pby6exVZVrPXUEhVKGiEwu2N2vPx4b+xS5mXYC+5vVF7/DXeFQInRnfhwZY9mNdrLDWK0GopLVdfIjkYFW2ZflwOnE8USbmZvLJrFV8e3c7BtLMEaHQEaHRU05Z+gb0k+Gm03BrZhvisNPakJnLenMPGpBOMWfM5c/euJ8OSy5ozRz3KTeRTXe/H5hGPMLKA0FqOzcLy+EP8eGIvSTmZ7Dl/mh9O7GXr8p2FahyAM4Bg2/JdrtddhrUnrFFttPqLkwKtXkt4dF06DGhdgaOv2lT5Gq8x22KZ1n8Glhyz66KqF1WHj/e8id5Q2O+cejYNIUSJjH9OZi6zxr/LjlV70ehUpIRJr93OTQ8NK/bY3Kxcbq01CYuXtG4XXkImdQYti898Wimr+y2/n1Pk7FgVAhVngtKl0ggqgjp+QV71YDQoaFWVbrUasDkpjpxiJH6vBkqqw1NZ+Gt02Ow2zOWUWC4OnaISrDN6rM+rINCpKsMimvPLyQNeReLq+VVjw/CHXK83J5/kvj+/ReDMQs61WVGFgk5RqT1+O8LqQaveoGVZzkVJkOwLOXz58nesW7gRhGDAhOuZ8PwtV6V8wJXkmq7xGt25CYsSPubP7zeTejadNtc3p2WPZoXcHHEH4nlt3DskHHHmazVoEcH0bx4tUuRs9h3/YceqPVjNNlcy1rxnFhIWWbtYdTljgJF+43qx7puNhcSOFFVBUQR6Pz1Wi42oDo04uvOYS8QJnNEDg+7qUyoDn2218MvJ/exISSApN5ND6Unk2q10q9WQ6e0HEhlYw7Wvv0ZXpJF3ulE8P4XYkSTlete7t+HAZnfwV1JckVWWrgZ0ikq4fzXO5WaTaStDTkMFkV2CBK6KwOKwc95LVJEDicluY9mpQwgvdzytUBgcfjGqJddm5b4/v3Xrv006r4GsLtUI2JyOKHApaXQatyQo/yA/HnjzLh54866yDSy/P1m5rP7qT2K2HqV+i3AGT+xLtZplqz5WXtKS0lm7cCPp5y7Qvl8r2vdvXanCZlV+Jl8cOZm5jG84hez0bFehAiEEQTUD+Truw0I67Pmkn8tgXP0phTJt82nVqxlv//FKse1azFbe/9d81ny1AaEoaPUa7nv9DjoObMPJgwnUiwqjbuM67Fl/gPcfnk/c/nj8q/lx88PDmPDCrSVOwDiXm8VNqz4jw2JyiyUXQKBWz+9DHyDU6JRnfnf/Bj44+Bf2K2SEFQQGjZZcm+WKzqDzf3JXz6+jclEQ6FW1SE0g8Py5aBWV2sYAfh44iWC9c4a9MuEwT2351WuWsZJlo+5LR9Gct6IE6zk/pg7ZbQMJqRHEHVGdmNysG5oKSlpMPZvG1M7PkJWejSnbjM6oQ6vT8Pafr3hMvKpMdq7Zx4sj5+BwOLCYrBgCDLTqHs3Mpc8WKhVYWq7pmXxxrF+8CZvFVqgSjZQSS66Fv5Zspd+4Xm7HZKRkotGqHo38+dNpABzbE0fCkUQatoqgQfNwt/10ei2Pf/IAU96eSOb5TELq1nB9ybXqX5RmbdunJZ/unYvD4UBRFP74dhOTWz/BuYTzNGpdn8lzJtCqZ3Ov43tj7zrOmbI9Gm2Jc+Hyi6PbeaJNHwAebNGDQ+lJrDpdfNFuTwicP/qyRIIYFA2Pt+7DqtMxJZLvrUyuFeOeT5BOTzWtkcTcC0V+dxLnrL2WMYCm1WqhURR612nMyIat8CuwHmO2F71s7gjQkPB6M4yHslCbVSdHteEAkkxZvH9wIwfTk3iv+6gKGdunT39FWlKGax3MkmvBkmvhrUkf8f6WWRXSRkmw2+zMHDu3UKioKcvE/r8Os+qLPxhyT79KabdKL7yWhHPxKR4LfFhMFpLjPcfR121c26MAmqpRaN2rOY9d/zyP9HiOuZM/Ymqnp5l+4yyXGuWlGP0N1KofWuxdXFEUln6yijfu+ZD4w6cxZZk4+PcRnhk8s8gCx6vPHClyVm5x2NldQHFRq6j8t+dofhwwkf51o9CXoKB0QQyqhkCtvsj6rt7oVqsBNzVsxfYrbOCvFipzQVnglCDI/zvdYuJkdhp2h6NYo2CVDs6ZssmxWUjOzeKcKdstI7ZH7YZeNYnyURSF2l3rY9MVDqs12W2sOX3Uo259UeRmmziy4xgppy/+bi0mC39+v9ljoEPsruPkZl++vIiY7cewW937Yco28/sX6yut3WveyEd3buIxTEtn0BHdubHHY7Q6Lfe/eWchaVFVo2IMNJKTmUvMtljMOWZyLuRizrWwe+0+vnjRvdRaabDb7SyY7h52ac61MP/Zr70c5fQtF4VWKDQLdtfqbhtSj096jaFhMWGRl6IIhaWDJzOiQUv8NTr8NFqXJkpxrDt7jOt+fveam0V7ozI+B72iEqL34/M+4+gb1gRViELt2PMKkRT3bVkcdracO8We1DN8dGgTN6yYR7r5ompniMGfZ9v1x6BqUAqcLf9vg6ohUKcnzC/I4xqQVlE5XAotosVv/Mzo2vfyZP8Z3Bn1L/499FWO7DzO+AZT3Ip85COEKJeLpLSoqoI36bvK1L+55t01nYe2I7xpWF6RYOdsW2fU0qhNA9r1beX1uGH3DqB2g1AWzfmJlITztOvXirFP3cQ9zR9xkxK2mKz8Nm8N986eUOZ+ZqVlk5vleQEwbr/3me/oyLbMj9nqkrG9FLuUtK/pXeq/d1hjTmSed3uE1yoK0iGdao8Fz+dwkJiTwRtdR/BGXtnLFFM2kzYsKlGZvdKUGLyUQI2eLJvZd5MoAqOqZWanYbSqXoe1iUe9hsqW5jO0OGycN2fzvyNbebR1b9f2O6I60Tk0gh9O7CXbZqFnnUjOZGVwMCOZFsG1uTWyLe/s3+CxlqzJbiW8mFj7fP76aStfzviu0ARo9/oDPNV/BjkXPMtFq1qVzkPbe9WvunA+k9VfbyAp7hwtu0fTfWTnctenaNIhEoO/gdzMwk8PBn89QydVjqsGrgEjb8oxs/HHLZw/k0bL7k3dImtUVeWt9TNYPOcnVn/1J0LAoIl9GfPkiGJXvDsObFtIx91mtblkTy+lJOX+isK/mh+ql3WA2g1qej3uoZa92JOayM4UZzEQs91WyJA6kEzb/Cs6RcOAek3djr83uis/xe0j3ZLrMvRGVcuAelGsPn0U2yWLuWaHjd/iDxeqA1rT4E+X0PocSk8qVYWpS9Eg3G4qBbmSUTD/FNKtJh7f/DO9wxp5LO9XViwOO+sSY3m0dW8sdjt/nI3lXG4WHWqGM739QK/HeZvZ2qWD+v7BJWp78es/uT3hWs1Wj78VcErZ14sK4/FPH/D4/pEdx3iy/wxsVjuWXAvL562hTmQt3tk4E7/AsoduqqrKjCVP8czgV3A4JDaLDVWj0n1kZ/rc1qPM5y2OKm3kT+w/xRN9XsRmsWExWdHqNTS/rimvLnsWre7iHdwYYGTiK7cz8ZXby9WeRquhaafGxGyNLbRdKIIOA8tXvk+j1TDq0Rv4Ye7SQhe03k/HnUXIqupVDV/0Gcf+1EQOpSfx3oGNbnHsZoeN+zd+x4j6LXm187BCC2ghBn+WDZnMZzFbWJ94jNrGAO6Nvo6E7HSPWuiKEGg9REWMbdyer2J3YC+jbIAAwvyDiM8uXU1WH+5YHDZWny46o7kshBj8OZGZym1rvyDXZnWtBfUOa8x73Uahergu9qYmejyXv0ZHzIVzXjXsC5J2tnTXRLXQaszbN9fjJE5Kyazx7xZ6AsjNMpFwJJHFc37i7pnlsxHNu0axKOFjNv64lQvnM2nbpyVN2keW65zFUWV98lJKXh79FpmpWeRmmbDb7JiyzRzcFMPP75dM9bEsPPbx/fgFGtHmPQbqDFoCgv2ZMndiuc9910tjGD1tBH6BRjRalep1gnn4w8l0H9G52GNb1Qjj1si2nCmicPWKhMM8vGmJ2/Yaej+mtenL0sH3Mv/62+hWuyH96zX1OCvXKirDPSgWBmn15XIyhxr8y2XgdYrqWmi81rFLWWQ1LqWMMdutq4cx9a/vOW/KJttmwWS3YbLb2JB4nEXHdnk8pq5fkEf/v006CDUElKjd9gNao2rcTZniIThCZ9Ay7N7+Xp/SzyWcJ/lUitt2q9nK2m82lqg/xWEMMDLwzt7c8tiNlW7goQob+bNxyZzz8GWZcy2sXLCu0tpt3LYh8w+9w5hpw+k2vBPjn7uFBYffJayRe/FjT+z/6zDPDJnJhEYPMuPWNzmx76K/UlEU7nppDD+mLuD7c5+x+PQnDLqzT4nOOaXjUwzWjEW5UESiU4qJ3d9s47vPVpKdkU18VjofH/qbwcs/pvl3s+m99AN+OLEXcBr+N7oMR69oMKpa9IqKRigMjWhGwwLJVfl8c2xXmcNFdEIhw1J2V4xOUXmu/UCGhPskaMF5I24cFIL2kggoBUGnkHCP8sElYV7MZmIvpHioHWxl4bGdHo+5N/o6Ny0jbV6dXU/XkScmPH8rfkFOd2Y+ej89d748loDq/hj8nQESxgADEc3qcdszN3k9l0ar4m34l3ORtiKpsu4a6ZBejYqjFDVLy0LNujXK5PrZvHQHM8fOdUUDJJ9MYfuK3by5fgbRnS5G+qiqWmKlvRP7TvLM4JkuF0+1n86SNrYuUl/4B64/mEnY7OOgCP731Rd8OnUByY9Gktnu4mwqITudF3esIMtq5q6mnbmhfgu6htZn2pZf+Dv5JBqhsDI+ht8TjjCv11i61Lr4qH0k41yZVRSNxWThFociBM2CazFz16pi9w3U6Ku8b9+oani3281M+et7UvJm3X4aLf4aHSMatuJA+tlik6I8UdR3ZHXYMdmsLE84zKmsNJoF16J/3aa0r1mPWZ1v5MUdK7BKOzaHgy6h9Xm3W+FyevExpzm68wS1G4S6Ka/WiqjJJ3veZPGcn9m9bj+1GoQy5skRtO3dkpseGsofizeRdCqFZl2a0GVY+yIjWWrUqU7DVhHE7jpRqKCP3qgrUd3Zq5FyGXkhxCvASJxhrsnARCnlmbz3ngUmAXbgYSnlynL2tVSENapNjTrVSTyeVGi7zqhjYAlmv5cbKSXv/2t+oXAvKZ3a2Z8+9SVvrn2pTOf9ZtYSrAXE06otT8FhVMkYXstp6IVASbdSZ85xFKsEJBazc/+Qt4+R9VErpN/FH0Wu3cq7+zcwoUlHVEXhQHoS21MSnOnqBeLxb1/3JS+0H8RdTZ2upA4h9VifGFsmY33BaiqX/zgysAaxGSmoQgEvkgz5/DzoHh7f/DOHMpLRCAWL3YZNlifmp+TkLywriHJFGRWFguC97rcQHVyLFUPuY0ncPuKy0oiuFsqQ8GbsTztb4ZLGekXD9WGN6b3sA3JsVnJsFvw1OmobA/l+wF0Mb9CSoRHNictKJVhnoGYBN43dZue18e+yeekOVI2ClFCnYSivr36R6rUuRt/UrBfC1P/c49a2f5AfwyYXWabajecWPcZjvZ4nN9uctziq0KpHM25+pHhdqpKQkXKBH95eytbfdlGjbnVufXw4HfpXnuBaeWfyb0gpnwcQQjwMvAA8IIRoAdwGtMRZ43W1EKJpZZQA9IYQgucWP8aT/Wdgtzkw55gxBhiIbF2fURX0ZVUkpmwT5057Tr6K2Rbrcbs37DY7y+ev5bd5q4nbH19I7U8ANX5MImx9JmeejeRCuJbgZckoNg9GRRH478wgq2fhx+Zcu5ULVhPV9X4sPr7La+m92XvW0CSoJj3qRDK6UTs+idmM1WF3+fK1ioLDUbykcHnNXVxmGhkWU5GGU0UwJKI5DQJr8MPAu/nu+G6+O7EHh0OSbsnlRFbpEnO84c2A+6s6do56AlUI5uxZy7yYzZVi5g2qhjPZGXx8aBOfHNpMjs3sFP6q15QB9ZrSsWY4ilA8LpAbFQ0f9LwFraLh8c0/c86DmFl+kROHlJgddvxULQ0Cq7M/NZFUc45rLSDbZiE+K4039q5jZqdhaBSFJkHuUWI/vLOMLct2FIpOi485w+t3vsesFc9V4CdzkbqN6/BV3IdsWbaTlIRUmnVtQnTnJhWiL5ORcoH72k4jMzUTq9nGsT1x7P3jIJPnjGfk1KLr4paV8pb/u1DgpT8Xf48jgUVSSjNwQggRi7Oo99/laa+0NO3YmIUnP2Ldok2cSzhPqx7RdBzUtsyFvDcu2cKnT39F4rEkaoQFc8eLo7lhsvfwsNKgM+rQ6bSYPLgKggvMWErCy6PfYseqvUXq1TuyrXx56yT+e3obu+1nPVtSiUelQK2iEpgneZtr866kaXHYmRezmR51IgnSGfhp4D28vmct6xJjMagabm7Qms+PbsdeBjXK0mrLOKT0urNeUYmuVouZecWn39y7jv8d2ea6eekVTYWpUTryZur5/dcoKqoieKRVL25e9RnHM89T2xhANZ2RdEvhGG+9oqFTaDh/JcW5nbek/ZPAnL1rC59bwqqEGDIsJr7oM46bG7TiuxN73M8nBJ1D6+On0TGr8w08tOmHQk9mBlXD2EbtmNK8Bz+c2MuZ3At0Da1P77DGdFgy122x1yod/HbqEDM7eZ90/frRykLlLgHsVju71x8gOyMb/2qVU2dVq9PS8+auFX7e7+f+6jLw+ZhzzMx75msG390Pg1/RFdnKQrl98kKIV4E7gQwgv+5WPWBzgd0S8rZ5Ov4+4D6A+vUrXizIv5o/N95ffkO8eekOZk/4j8udcv5MGh899jk2i61C7sCqqnLjlEH8+uHKQi4bvZ+esU/fVOLzxGyLZefqog283k/HwDt607JBBO81iGDv082YvuE1d3kHhySnXZDrbxSBUdVyfwHxqOH1W7Il+ZTXZKuk3IuzvTC/IN7uVngsIQZ/3ty33mOhaG/4a3Tc07QLiTkX+C3+EDbpoEftSBQhPIZ12qUDvaphaosefHjoLyx2Z7S9XtXQsWY409r0pXX1MIQQJOVmMj9mSyGXhdlhy5uhKhVSMNyBJNy/GuMadyBYZ6S63shjm392GcyTWekYFA296zRi1/nTZFrN1DEG8njrPoyKbMPTW37lp5P7Xe4xVQgCNHo0isJ5c47XdgXO8ElPY7BKB9tT4onPSufx1n1YfeYoGeZc11OWQdHwaKvrXeG1fes24ZWOQ5m1Zw1ZVjOKEIxr3IGn2/ZHoyg80KL7xc+vKBddMZPjSw286zDhTDIsYb7UVcPW5bvckiXBqUB7Yt8pmneNqvA2izXyQojVQB0Pb02XUv4spZwOTM/zwT8EvIjnr87jRENK+QnwCThVKEva8cvN/H8vdEuPNueY+eKl7xjx4JAKeZS7d9Z4TFkmfv98PapWxWGXjHlyBDeUwqe4f+Nhj/oY+QSFBHDzw8O4/d8XxZ9a92pOn7E9WLfoL8w5zoxRqROkjq6DvboWrA6EXeIfYGRqi55Mbnad69jhDVry/Yk9bDl3yq0tnaLSO8yzNIRrzM2uQyB4bc/qEo/RZLMSrDcyIaojc7oOd23ffi6e9Wdi3dw/dungutoNiElPpkNIOOmWXFpWr8OtkW3pWDO80He3/Vy8xxBCi8PO4PAmnMpM41BGydPtvXE6O4M+YU2IDq7F8JXz3NYqTA4bB9OT2HnzEyTmXOBEViqN8yQmZne5kc616jM/Zgvp5lyuD2vEIy2vp7rej77LPiTFlOXxx2ZQNUUuqApgfWIsE5p0ZOnge5m9ew0rEw5jdtixSqfGUZo5h+p656L/qMg23NSwNanmHAK1evReKn7pVQ3X1WrAlvjj2G0O1xqPzku4bUG6j+zEigXr3K7p2g1CS/2EezUQUrc6x/e4Z/jarHavBY7KS7FGXkpZUguzEFiG08gnABEF3gsHzpS6d1cRicc9p+RnZ+RgyjZVSBEDVaPyyEf3ce/s8aScSaN2g9BSP75VrxOMRqfBain8Y9YZdUyaNY5RD9/gdowQgsc/fYCBd/bmg0c+I+5APOZABalX0R/Owv+kiZdvu40hA7u43cy0isqXfcbz4o4VfHt8t8vA6hSVajoDk6KLf+TNKaVmuh3JrN1rmLNnLWMatePFDoNRhLP4tCe/hQTuXLeQVMvFWe7B9CTahdSlU+jFy1RKyaJjuzwuDgsgSGvgretGMmzlp6XqryckcMvq/7Hz5ic4nul5LSbVnMMDf37Hn0kn0KkqZruNoRHNmdPlRm6NbMutkW1d/d55/jS/njrIg8278ea+9WR7cKMVFzFjstt4fc9aPjuylfe7j2J9YqzricYuJavPHOH4ulSWDb7XdR0oQlDTULTLJC0pndBZsUSs3Q+AJcJA1tTG1G4ZyrTWfYo89q4ZY9mybCeZaVmYcyxodRpUnYYnF0ytVA32yuLWx0ew949DhZ60Va1KVPtIwiJLFmZdWsobXRMlpcx/Ph4B5Msh/gIsFELMxbnwGgVsLU9bV5qwRnWI2+8+W/Wv5ofBv/iSbCf2n2L/n4cIrh1M1xs6eNXMcJ7Tv8y+xu4jO/N+gTqZ+aiqQn8Pssn5CCGoFhpEw1b1SUlIhYxsan9+hpC61Zny9t30GuTdWKuKwszOwxhavznzDm8mKTeLPmGNmRTdlZBiDADAgRJo2lyKTTpAwg8n9tIkqCZ3RHVi7ZmjnpN8JIUMfD7PbV9O/7pNXVr6O8+fdsk/eDgFv57cz8Ey9NUbuXYra84cIcwviBMeFBdVobAh6TgWh93lDluZcJgI/2Aey9OIsTkcPLDxO7Ykn8TisKNRlHKFm+bYrSRkp3PPH99guUQu2OpwEJ+dzvaU+BJlooIzXPnxPi+SeCwJYXeeTR+XS9DLR/n8yCME6or+7VSvHcy8A2/z++fr2bfhEBHRdbnh/oHUivAu5XE106F/aybPGc+8Z75GURVsFhtNOjTipSVPVlqb5fXJzxZCROMMoTwJPAAgpTwghPgWOAjYgKmXM7KmMpj02rhCMeyQl3Dx0ugiZxQOh4M5d73Pxh+3IABFo6LVa3hr3QwatozwelxZMfjpeXPdDF4a9QapZ9MRQhAQ7Mf0RY8VWQknZlss0/q9hMVkxWF3gHAqcT7z5cO0ub5FidruUTuSHrVLn8EXERBc6mPyybVbWXBkK3dEdcKg0aJRFKyX5EF4i6qRwJKT+7ivmbMa0R9nYr2uLQCYHHYOpCd5fb8snMrzgT+15ddCvnKjqsXisLllFZvsNr6K3eEy8t8e38Xm5JOuY2328ueAOKQk1Zzr+XOTkrjM1BIb+T3rD3D+dKqb1K+0SVZ/vp6xT91U7Dn8g/y4+V/DuPlfV19UXFkYOXUog+/ux4l9pwgODSpxomRZKW90zS1FvPcq8Gp5zn81cd2NHXnmq4dd0TUhdasz4YVbi42uWf3lBjb9tLVQCFhuJrx40xz+d+S9SnnkbNSmAZ8ffY+EI2ew2xw0aBFebDsfPrqg8MKrdIqqvf/wZ3yy+80K72NBbmvcngVHtpY5euWCxanqN7x+Sz44uBErJTd02daL30uAVo+CKDaks6LQCIUW1WvTq04jcm0W3ti7jlRzDv4aPVOad2fO3rWe+1zAvbX42O4KWQx275tACAXzJQviEoj2IE1dEIvZys5Ve8nJzCXtbJpbwW5wXlvxMf9oD265MPjpK2WR1RNVNuO1Muh5c9dSh1Ut/XiVx6IkqWfTOXUogQYtKn42D073S0S0dwnhSznsJRY/bt9J7HZ7pepdNw6qyQ0RzVkaf6jUxyoIetZxPj1EBATzcschPL9jhatoiUNKWlWv47HSlIKgb90mAGxNPsW8mM2XzcADNAoKcT353BLZllEN22Cy2zCoGoQQLI0/6NGV1bHmxUpjKWbPdVlLgsCZ4Wty2DxISWswarXYzDmupwm9oqF1jTq0qeG99vHhrUd5dsirOOwOJBKryYanmAuD/+Uzctc6PiNfydgsnmdZ0iHdFkevBA6Hg0+f/gqHzfPs1xBgKHNeQWmYe91N/J18ivNFGC2DosGBxC4d2KV0io5ptDzRuq9rn1si29K/blM2nD2GKhRXdE+fpR+QViA2XAAD6jWlbY26JOdmMmnDInIqYUbsjZbBtRnZsBV9l31AmjmXjjXDeaZt/0Kz5Fc6DmH8uq9dbhutUNCpGl5oP8i1j6kMfVYQtA+px5QW3elYM4JRqxdwNieTXLsVVQi0isprXYbRsWYEs3avZl1iLDpFwy2RbXisVW+v57VZbfx72GtkpRf+DoUi0BYIBlC1KoE1Aug33vsaUVXA4XCwf+Nh0s6m06J7NKHhpSvAU1H4jHwl0398r0IFSfIx51rYunwXTdpVvgpdUfzw9lJ+/eh3j+/pjTpGTq2Y8NDiUBWF/3S/mXs3LMZkt3rLzWJy9HUkm7I4nnmezjUjmNi0i2vhNJ9gvZERDQoXfNky8lH+e2gTv8UfwqjRMjn6OgaFRyOEYEncvmILlwucan7lXVjSCoXqej861gzn7X0bXK6WDWePsz0lnl8G3UtknjBX25B6TuXPmC0cSk+idY0wJkV3JbyAzrrNgyukOPSqhsX973R9r78MmsQPJ/ayPjGWOsZA7ojqRLNgp5/4P6Wos7p73QGPZfakQ1K/RTjpyRlYzTa639SZe14dh7EEAQv/VBJPJPFk/xlcOJ+JQGCz2rjhvoFMeXviZY8KEmVVnKsMOnXqJLdv336lu1GhWEwW7m//JAke/I9avZYvYt/jxP541i78E1WjMvCO3rTtU3TscEUytu5kUs+me3xv0MQ+PPbx/eWuiFMaYi+k8OKOFWxNPunmWTeqWhb2m1Cku6AszNi5ki+Oer7uBNAoMIR7ortQ3786d/yxsMztVNPqGd+kE6Mj2zBkxadui7yqENzcsDVzugz3cgZ3Jv/5LevOuGvDF5UBK4CY0c961HcvDxuXbOGNuz/wWI2p1y1deeG7aYW2ZWdks37xJpLjz9Piuig6DWlXqW7By8l9bZ8g7kB8IZEzg7+eafMfpPeY7kUcWTaEEDuklJ08veebyVciWenZrFv0F3qj53BJm9XGczfO5nRsIqZsM0LAH99u4ob7B/LAm3ddlj5mprnrjwAg4PFPHqh0eVUpJYc2H2HX2v0EhQTSe0w3Flx/O8N/n8eprDSXr9igaugSWr/CDTzAdbUa8P2JPeRcEltuUDUs7HsHbUPqYnM4GLbyE4/HK1DsUq8A7orqwiOtr2dfaiJaRXUz8nYp2XO+dIuRT7ftx5bkk5jzhNQUBDpV5YnWfVgSt4+DHqKBmgfXrnADD9C2T0tsHlyQBn89vUcXNmzH9sQxre9LWC02l65URPN6vLVuRqWk9l9OEo4mcubY2UIGHpwFu396f3mlGPmiqLJ68lea2F0nmNDwQT6e9gXHdrtnuIHzMfbYnjjXwqyUzgvh149+59Th05eln1EdGnncHhFdr9INvN1u5+XRb/H0oFf44sXFfDztC8Y3fJBDGw/zff+7mNi0C3X9gmgQUJ2HW17Pf3uOrpR+9K/blMaBNQvpmhtVLf3qRtE2xHlTWZ8Yy9mcTI/Hl+TxWyBAOG9qiTkXyLW7J4AJILKUhdObBNXktyGTGduoHS2CazOsfnO+7X8X90R3ZaKjKYrJAXnic8IuMSgaZnQcUqo2Skpg9QCmvD0RvVHnKthh8DfQols0PUcVDlh49fZ3yErPdiUF5WaZiNt3iu/e/KVS+nY5MWWZUFTPpjUn03PN2crkmpvJm3LMZKZmUaNOsMuISSlZ981Gvpm9hLSkDFr1bMY9r46jfrOSR6cURErJK2Pnkn3Bu45IkcfbHWxfsbvM7ZeGKW9PZFq/GVhMFqRDIoQzO/ah9yZVetvrF21i+8rdrptc/g/+5Vvf4tvET3m6bT+eblt5BY7z0SgKi/rdwRdHt/PTyX2oQqFfWBR3N+vi2udQelKh0MWC6BS12GxSraLQv25TJm1YzLaUUx6raulVDVNalH6WF+4fzIyOQzi+9yTmHDNR/iEknkhiwehPqBcgSR9eC3OkH/r4XBrvsNHulop/GsrnxvsH0axrFMvnryU7PZueo7rSbUSnQm6Y5PgUkuLcpSEsJiurvvyDO16onJv55SKydX00HiZIOoOW3qO7Xfb+XDNG3ma18eFj/2PlgnUInIZs8pwJDJ3Un0Wzl7DwtR9dxmbTT9vYuXofH+2YQ70mYV7PmZWezW+frmb3uv3UbVKHmx4aSnjTuiSdPEfK6bJL06oa1VXNprJp1iWK9za/xtczvyd21wkatIhg3PRbChUpqSxWLFjrMbzUZrERsy2WFt0KV3Las/4AHz62gLj98QSFBDB62ghufXx4hUT/GDRa7onuyqmsNH6I28uprDQ+jdnM+CYdeLbdACL8g/HTaN1cOv4aHf4aHbl2L26vPPrVjWJ/WiJbz53yGNce7l+NlzsOLZM76uTBeJ4bPpv0cxkoioIQgnb9WmG32tEm2widfzGL1xpoYM/6A7TvV3n65U3aRfLQf+4hZlssR7YfZ9vy3XQe0s41qVIU4XW94HJEclUGKafPk5Npol5UHVSNyrQFU3lt3DvYLDbsNgcGfz2hETW56QokdF0zRv7DRxfw+//Wu5KSzLkWPnhkAX7V/Pj61R8LaUlIKTHnmFn46o88uWCqx/OlJaUzpeNTZKVlY861oGoUVny2jhlLniQiui5ea4iVAAluj7eVSWSr+jy36PHL1l5xOBySVV/+wZbfdtL1ho407xpFzLZYpt/4mkuVMD35Al+89B2ZqVlMem18hbT77v4/+OnkfiwOu2st4Jtjuwg1BnBnk07M2r0Gk93mkk5QhMBPo+XRVr349/blXs+rFSrPthvAo38v8Wjg/VQt73cbResQzwbe4XBwdMdxTNlmmnVtgt54cQJgs9qY1m8GGecyCl1yf/+y3Zm5fCnSqaBamVjMVp4fPpuDm2JwOCSqViEgOIB3/nyZWvVDqVkvhPCoMOL2nyrUZ71Rx5C7+3o/cSmQUnLw7yOcOXaWJu0aEtm6QYWc91JSTp/n5dFvcWx3HIqqYPDTM23BVLqP6MxHO17n149+Jzk+hS5DO9B/fM9C393l4pow8qYcMysLGPh8zDlmvnzpW1QP/jOH3cH+vw67bc/nq1e+J+PcBWx56nh2mwO7zcxbkz7i65MfEda4DqcOxhe6iBVFIBTFFWamKAKDvwGb1eaKYHE4HDz/7RMEhQSWd9iXnQvnM1m/eBOZaVm079+a5l2jivRXD7m7H4e3HHWbzZuyTSyfvxaHzcEPby+j79junD+b7iY7a84xs+Td3xj/3K3lXqyTUvL50e1uRjjXbmV+zBbua9aN7wdM5Kmtv7r0bTrVjGBO1xup51eNNWdiPcocG1QN/es2pZ5/tQIq8pcghNcZ7In9p5h+w2tkpWUjFIHDIXn8kwfoe1sPAHau3ud0tbnNKSSqRsF+Sf6D3WanRbemxX8g5eD7t37hwF+HL0qAmJySwbMm/Ie3N7wCwPRFj/F47xewmq1Ycq1o9RqiOjZm1GM3lrv9C+czmdb/JadejhA4HA7aXN+Cl5Y8VaRmVGmRUvLUwJc5ffSs64Zqyjbzypi5fLh9DvWb1ePBd+6usPbKyjVh5C+cz8SbrUlLzvCalFS3sXdNib9/2e4y8Je2lXwqhee/fdx5EZusWEzOi7hp58a07B7NivlrMeda6DykPfe9PgH/YH92rt6Hqip0GNjmHxldsHvdfp4fMRspJVaTlUWzl9BlaAemL3rUqwHrc1t3Ni7ZwvaVu52fkU7jMgz50rLmHDPrv92E3stnoqgKKadTCY/y7lYrCXYpvaphZuQlUUUEBPNNvztchVKMmosG45NeY9iXmsjXsdvZnpLAmZwLBGh0jG/SkQdbOA3y6EZtOZie5HYjCdDoaB7sfq3ZrDaeGjCD9OQLhba/NelDGrVtQIPm4WSkXHCL4gBw2CV+QQasZhtWc17xEz89fW/rQd3GnpTDK47f5q1xk+V22B0c3hrLhdRMgmoE0qB5OAtPfsRfS7ZyLq/6UpvrW1RIDPncyf8l/tDpQr/PPX8cZOHM78tUe9kbh7YcJSUh1e2JyWax8suHK3joP5W/rlUSrgkjHxJWHa1O6zYTFAKaX9cUY4DBqS9TIGFJ76fn9me9J4L4BXmWFnY4HBgDDNRuEOq6iFNOp9KiW1Na9miGEIJ7Zo5zO67XZXTPVDQ2q40Zt75ZaEZuyjazdflO/vj2b9es81JUVeWF755whVAmnTzH+kV/kZtlKrSfKduMf7BnNUuH3UFI3erlHkN++bmjF1Lc3mtdvfANpKBxL7RfjTBmFxHjfnPDNqw6fYRNSXFYHDZ0igZVCD7scatHDftda/a5JdGB8/P+7dPVTJk7kda9mntMQBJCEBwaRGSbhpw8GI8xwMDIqUMYeKf3jNWKwls9AyEKv6c36ulXhDJqWbCYLGxZtsNtAmbJtfDb/LXFGvmdq/fyyVNfEn/4NKHhIdw5Yyz9bu/pcd/UxDSE4v692W0OkuLOlX0QFcw/c5WjlKgalUmzxxeaDQrhNOT3zLydJz97kL6390Sr16IzaKleuxpPfvZgkeqLN/1rmNuMW9WqtOrZ3OVqyb+Ixzw5klY9m181+tdbl+/inhaPMEgdw5iwe/nx3WWUJynu0OajHmURTNlmfv98XZHHCiFo0S2a8dNvofOQ9h5/NEJAVMdG6P10hbbr/fSMmDqkwjInX+ww2Kkbk/dawVkJa3r7iinxqFEUPu45ms/7jOOxVr15ocMgNg7/F+1reo6iykzN8jhLt9scpCdnAFAtNIiWPZqhagtHc0gpOXMsiR2/76bToLZ8uG0Ogyf2vSwLm9eP7oZG5z5/rNu4DtVrB1dq23ab3ety2KXu2kvZuWYfL4ycw7HdcVhMVk7HnuWtez/k9Ynvs3z+GtLyPvN8ojs38VjlSe+no8OAylvYLi3XhJEHuPG+gfz760eI6hBJtdAgutzQkXf/epVGbRqgM+iYNv9Bfjy/gC+OfcCi058Um7AwbHJ/+o3vhc6gxS/IiMFfT8MWETz79SOXaURlY8/6A7w8+k3iD59BSklaUgYLpn/DN7N+rKQWS35j6zSojcebhc6oZ8wTI3j552do0DIcBATWCGD89FHcO7tiFl0ButVuyOJ+dzKwXjSRgTUYEtGMHwZMpF1IxYWyCiHoWDOcKS16MKZRuyL11Ftf3wKbh1m6wV9P1xs6knA0kTsip3Lw7xjnDNnDR23KNrPsk9WcS/BcmKQyuOOF0dRpGIohwDk2nVGHX5CRZ758uFznNeWYWT5/DXPv+y8/vLOUC6nueQvGACORrd1lkFWNwnU3dizy/POf+crNzWTJtbLqiz/44NEFTGg4hZX/uzhpCQ0PYei9/QpFwml1GoJDqzH47soP/S0pPlmDcpIcn0LszhOERoTQpH3kVTNb98YjPZ/j4KYYt+1+gUZ+SPmsTBIGNquNMWGTyUwtHEZo8NfzxLwp9Bnr2V3jiS3LdvDK2LkIBHa7A6EIbv7XUO6dPcG1j5Tyqv+cK4r5z37NT+8vd7nC9H56IlvX5+0NL/NE3xc59PfRYp/C/AKNPD5vymWN0baYrWz8YTP7N8VQt3FtBt3Zp1zBBKln03io67NkpmZhyjajN+rQ6rW8s/EVNyXX2N0neKL3i9isNiwmKwY/PcYgIx9um03Net6TzYYH3YHpElfhpegMWhbE/MdVtERKyeqvNvDTe7+RnZFLz1FdGPPkSIJqXN7AiaJkDSrEyAshpgFvAKFSypS8bc8Ck3BqOj0spVxZ3Hn+iUb+n8ao0LvJPO8e060z6vgi9n1Cwsrm396z/gDPDZ+FlGA1W9HqtVx3Y0f+vfCRUrsILpzPZOOPWzDlmOkytD3hTSsveeefwNblu/j1vyvJzTTRe0x3Bt/dF5vFxqiadxdZzzcfY6CBV5f+m9a9ml+G3lYOr098n7ULNxZafxACortE8d7fr7ntn3o2jd/mreHUoQSad41i0MS++Af5FdnGva0e4+RBz5XB8tHqtUx6bRy3VEAUUEVSqdo1QogIYCBwqsC2FsBtQEuc5f9WCyGa/tOrQ1UF6jerx4G/3GfyGo1KtZpln3207dOSr09+xB/f/k1mahYdBrQmunOTMs24g0ICGVaK4uVVnS5D29NlaPtC2+zWkslUK4ogOLQaLXtEF7/zVcymn7e5V5eScHTHMUw5Zrf1sRp1qjPhuVtL1cbEV25j9h3/cQvQKIjD4bgqJMJLQ0X45N8GnqKw6N1IYJGU0iylPAHEAl08Hezj8nL3K7e7LWAa/PTc9sxN5VabDKoRyPAHBjHu36No1qXoGHkf5cMYYKRl92g3jRRVo6IzaDEGGNAbdUS2acAba178x2aS5uNpIRdw5hh40YkpLT1v7sqjH99PSFh1jwEA4Px8u4/sXCHtXS7K9ekIIUYAp6WUey55qx5QsBRPQt42T+e4TwixXQix/dy5qyfsqKrStk9LXvx+GvWb10Moguq1qzFp1jhue+bmK901H6Xkqf89RPXa1TAGGlA1KsYAA43a1GfxmU94+89X+HTfXP678w1qNwi90l0tN4Pu6oPOUDh0VdWodB7crkITnAaMv55vEj5madZXjJs+yiW2pigCvVHHrU8MvyyaUhVJsT55IcRqwFP2xHTg38AgKWWGECIO6CSlTBFCfAD8LaX8Ku8c84HfpJQ/FNWWzydfNYjZFsu6RX8hpaTP2B6+Mm+ViNViZdPP2zl7IpnG7RrSYUDrf/ys3RPmXDPPDnmVozuPI6VEURVC6tZg7h8vU71WtUpr9+jO46z/dhMAfcZ096raeqWplIVXIURrYA2QL7UYDpzB6Za5G0BKOStv35XAS1LKv4s6p8/I//P5bPpCfnx3GZZcKwhnNMLIqUOYPOeOK901H/9wpJQc3hrL8T1xhDWuQ7u+LavkDa0sVHp0TV4jcVycybcEFuI0+HVx3gyiilt49Rn5fzanDp9mSsen3JJO9EYd722ZRWQr9/hlHz58lJ+ijHyl3AallAeAb4GDwApgqi+ypuqz+dftODwk79isdv7+xXfz9uHjSlBh2jVSyoaXvH4VeLWizu/j6ker1zojHS6J3VZUxW3RzIcPH5cHn0PLR4XR6xbPImtCEVx/BSri+PDhw2fkfVQgNeuF8Pi8Ka44bUOAAZ1By8Mf3utKA/fhw8fl5ZqQGvZx+eg/rhedB7djy7KdSCnpekMHqtUMutLd8uHjmsVn5H1UOEEhgZdFt9yHDx/F43PX+PDhw0cVxmfkffjw4aMK4zPyPnz48FGF8Rl5Hz58+KjC+Iy8Dx8+fFRhrqryf0KIc8DJSjp9TSClks59NXItjfdaGiv4xlvVKct4G0gpPWpKX1VGvjIRQmz3JuBTFbmWxnstjRV8463qVPR4fe4aHz58+KjC+Iy8Dx8+fFRhriUj/8mV7sBl5loa77U0VvCNt6pToeO9ZnzyPnz48HEtci3N5H348OHjmsNn5H348OGjClOljbwQYrQQ4oAQwiGE6HTJe88KIWKFEDFCiMFXqo8VjRBiSN6YYoUQz1zp/lQ0QojPhBDJQoj9BbbVEEKsEkIczfu/+pXsY0UihIgQQqwTQhzKu5YfydteJccshDAIIbYKIfbkjXdG3vYqOV4AIYQqhNglhFia97pCx1qljTywHxgFbCi4UQjRArgNaAkMAT4UQqiXv3sVS94YPgCGAi2A2/PGWpX4H87vrCDPAGuklFE4i8ZXpZubDXhCStkcuA6YmvedVtUxm4F+Usq2QDtgiBDiOqrueAEeAQ4VeF2hY63SRl5KeUhKGePhrZHAIimlWUp5AogFulze3lUKXYBYKeVxKaUFWIRzrFUGKeUGIPWSzSOBz/P+/hy46XL2qTKRUiZKKXfm/Z2J0xjUo4qOWTrJynupzfsnqaLjFUKEAzcA8wpsrtCxVmkjXwT1gPgCrxPytv3TqarjKo7aUspEcBpFoNYV7k+lIIRoCLQHtlCFx5znvtgNJAOrpJRVebzvAE8BjgLbKnSs//jKUEKI1UAdD29Nl1L+7O0wD9uqQixpVR3XNY8QIgD4AXhUSnlBCE9fddVASmkH2gkhgoElQohWV7hLlYIQ4kYgWUq5QwjRp7La+ccbeSnlgDIclgBEFHgdDpypmB5dUarquIojSQgRJqVMFEKE4ZwBVhmEEFqcBv5rKeWPeZur9JgBpJTpQoj1ONdgquJ4ewAjhBDDAAMQJIT4igoe67XqrvkFuE0IoRdCRAJRwNYr3KeKYBsQJYSIFELocC4u/3KF+3Q5+AW4K+/vuwBvT3D/OIRzyj4fOCSlnFvgrSo5ZiFEaN4MHiGEERgAHKYKjldK+ayUMlxK2RDnb3WtlHICFT1WKWWV/QfcjHN2awaSgJUF3psOHANigKFXuq8VOOZhwJG8sU2/0v2phPF9AyQC1rzvdhIQgjMK4Wje/zWudD8rcLw9cbrc9gK78/4Nq6pjBtoAu/LGux94IW97lRxvgXH3AZZWxlh9sgY+fPjwUYW5Vt01Pnz48HFN4DPyPnz48FGF8Rl5Hz58+KjC+Iy8Dx8+fFRhfEbehw8fPqowPiPvw4cPH1UYn5H34cOHjyrM/wE6ZTMR+1Zw4wAAAABJRU5ErkJggg==\n", 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\n", "text/plain": [ - "<Figure size 432x288 with 1 Axes>" + "<Figure size 864x648 with 2 Axes>" ] }, "metadata": { @@ -594,7 +746,84 @@ } ], "source": [ - "plt.scatter(X[:,0],X[:,1],c=cluster_labels)\n" + "clusterer.minimum_spanning_tree_.plot(edge_cmap='viridis',\n", + " edge_alpha=0.5,\n", + " node_size=10,\n", + " edge_linewidth=2)" + ] + }, + { + "cell_type": "code", + "execution_count": 201, + "metadata": { + "ExecuteTime": { + "end_time": "2020-11-19T15:43:00.743820Z", + "start_time": "2020-11-19T15:42:54.326827Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "<AxesSubplot:ylabel='distance'>" + ] + }, + "execution_count": 201, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 864x648 with 2 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "clusterer.single_linkage_tree_.plot(cmap='viridis', colorbar=True, truncate_mode='lastp')" + ] + }, + { + "cell_type": "code", + "execution_count": 198, + "metadata": { + "ExecuteTime": { + "end_time": "2020-11-19T15:33:49.700378Z", + "start_time": "2020-11-19T15:33:48.673398Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "<AxesSubplot:ylabel='$\\\\lambda$ value'>" + ] + }, + "execution_count": 198, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 864x648 with 2 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "clusterer.condensed_tree_.plot()" ] }, { -- GitLab