From 42c46f7e9ff2a7ffebc7c3599ff89087fe1b40bd Mon Sep 17 00:00:00 2001
From: Luigi Sbailo <sbailo@fhi-berlin.mpg.de>
Date: Mon, 23 Nov 2020 16:37:51 +0100
Subject: [PATCH] Complete hierarchical

---
 clustering_tutorial.ipynb | 584 ++++++++++++++++++++++++++++++++------
 1 file changed, 493 insertions(+), 91 deletions(-)

diff --git a/clustering_tutorial.ipynb b/clustering_tutorial.ipynb
index 661a17a..45a9917 100644
--- a/clustering_tutorial.ipynb
+++ b/clustering_tutorial.ipynb
@@ -2,11 +2,11 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 35,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2020-11-19T14:11:38.076548Z",
-     "start_time": "2020-11-19T14:11:36.753883Z"
+     "end_time": "2020-11-23T14:01:30.179539Z",
+     "start_time": "2020-11-23T14:01:30.174561Z"
     }
    },
    "outputs": [],
@@ -23,62 +23,95 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 36,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2020-11-19T14:11:38.080672Z",
-     "start_time": "2020-11-19T14:11:38.077921Z"
+     "end_time": "2020-11-23T14:01:30.363346Z",
+     "start_time": "2020-11-23T14:01:30.358857Z"
     }
    },
    "outputs": [],
    "source": [
     "plt.style.use('bmh')\n",
-    "plt.rcParams[\"figure.figsize\"] = (12,9)\n"
+    "plt.rcParams[\"figure.figsize\"] = (8,6)\n"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# K-means"
+    "This tutorial introduces into clustering algorithms.\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# $k$-means"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "$k$-means is one of the most popular clustering algorithms as it stands out for its conceptual simplicity and excelent scaling with large number of samples.\n",
+    "The basic idea is that, given a pre-determined number $k$ of clusters, the algorithm finds the position of $k$ clusters centroids and assigns each point to the closest centroid.\n",
+    "\n",
+    "The position of the centroids is optimised to minimize the within cluster distances, also known as inertia. \n",
+    "Given a cluster $C$ containing $N_C$ samples and whose centroid is $\\mu_C$, the position of the centroid is determined to minimize the inertia, that is defined as the following sum over all points within the cluster:\n",
+    "\n",
+    "$$I_C=\\sum_i^{N_C}\\|x_i-\\mu_C\\|^2$$\n",
+    "\n",
+    "The algorithm initially selects randomly the positon of the $k$ centroids, then it iterates the following steps until convergence:\n",
+    "\n",
+    "1. Assign each point to the cluster whose centroid is the closest to the point.\n",
+    "\n",
+    "2. For each cluster compute its centroid position as average of all points within the cluster. \n",
+    "\n",
+    "These steps are iterated until the change of centroides position with respect to the previous iteration is below a certain threshold.\n",
+    "The algorithm is ensured to converge, but convergence is not guaranteed to be in the global minimum, i.e. with different initial conditions of the $k$ centroids it can give different results.\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We test K-means on a dataset generated using the 'make_blobs' function which is part of the scikit-learn package. This function generates random samples from isotropic Gausssians, that is ideal for testing clustering algorithms."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 37,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2020-11-18T16:37:22.624978Z",
-     "start_time": "2020-11-18T16:37:22.613714Z"
+     "end_time": "2020-11-23T14:01:30.512314Z",
+     "start_time": "2020-11-23T14:01:30.510490Z"
     }
    },
    "outputs": [],
    "source": [
-    "random_state = 0\n",
-    "centers = [[15,0],[0,10],[-5,0],[0,-10],[-10,-10]]\n",
-    "n_samples = [500,100,100,100,100]\n",
-    "cluster_std=[3,2,1,2,1]\n",
-    "X, y = make_blobs(n_samples=n_samples,\n",
-    "                  random_state=random_state,\n",
-    "                  cluster_std=cluster_std,\n",
-    "                  centers=centers)"
+    "# def scaling (X, a_x, b_y):\n",
+    "#     transformation = np.array([[a_x,0],[0,b_y]])\n",
+    "#     return np.dot(transformation,X.T).T\n",
+    "# X = np.where (y==blob, scaling(X,1,10).T, X.T).T"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 38,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2020-11-18T16:37:22.921426Z",
-     "start_time": "2020-11-18T16:37:22.772428Z"
+     "end_time": "2020-11-23T14:01:30.690605Z",
+     "start_time": "2020-11-23T14:01:30.555645Z"
     }
    },
    "outputs": [
     {
      "data": {
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\n",
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\n",
       "text/plain": [
-       "<Figure size 864x648 with 1 Axes>"
+       "<Figure size 576x432 with 1 Axes>"
       ]
      },
      "metadata": {
@@ -88,35 +121,62 @@
     }
    ],
    "source": [
+    "random_state = 0\n",
+    "centers = [[15,3],[0,10],[-5,0],[3,-10],[-10,-10]]\n",
+    "n_samples = [500,100,300,600,40]\n",
+    "cluster_std=[[2,1],2,[1,2],[2,3],1]\n",
+    "X, y = make_blobs(n_samples=n_samples,\n",
+    "                  random_state=random_state,\n",
+    "                  cluster_std=cluster_std,\n",
+    "                  centers=centers)\n",
+    "\n",
+    "\n",
+    "def rotate (X, theta):\n",
+    "    transformation = [[np.cos(theta),-np.sin(theta)],[np.sin(theta),np.cos(theta)]]\n",
+    "    return np.dot(transformation,X.T)\n",
+    "\n",
+    "# blob=2\n",
+    "# X[:,0] = np.where (y==blob, X[:,0]+(X[:,1]-centers[blob][1])**2/2, X[:,0])\n",
+    "# X = np.where (y==blob, rotate(X,1*math.pi), X.T).T\n",
+    "# blob=3\n",
+    "# X[:,0] = np.where (y==blob, X[:,0]+(X[:,1]-centers[blob][1])**2/3, X[:,0])\n",
+    "\n",
     "plt.scatter(X[:,0],X[:,1])\n",
     "plt.show()"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We have generated 5 blobs with different density and position. As alredy mentioned, K-means requires the number of clusters to be searched as input parameters, and with this specific dataset the value to insert is clearly 5."
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 39,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2020-11-18T16:37:56.045093Z",
-     "start_time": "2020-11-18T16:37:55.841340Z"
+     "end_time": "2020-11-23T14:01:30.908397Z",
+     "start_time": "2020-11-23T14:01:30.692035Z"
     }
    },
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<matplotlib.collections.PathCollection at 0x7ff99adbc990>"
+       "<matplotlib.collections.PathCollection at 0x7f44d03ca750>"
       ]
      },
-     "execution_count": 21,
+     "execution_count": 39,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
-       "<Figure size 864x648 with 1 Axes>"
+       "<Figure size 576x432 with 1 Axes>"
       ]
      },
      "metadata": {
@@ -130,31 +190,39 @@
     "plt.scatter(X[:,0],X[:,1],c=labels)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We can see that $k$-means is able to correcly find the 5 clusters that have been generated.\n",
+    "However, in most real applications, especially when datapoints lie in a highly multi-dimensional space, the number of clusters is not an obvious value. We then might investigate how the algorithm performs when a different number of clusters is given. "
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 34,
+   "execution_count": 40,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2020-11-18T16:44:55.018176Z",
-     "start_time": "2020-11-18T16:44:54.822499Z"
+     "end_time": "2020-11-23T14:01:31.114801Z",
+     "start_time": "2020-11-23T14:01:30.910420Z"
     }
    },
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<matplotlib.collections.PathCollection at 0x7ff99a9a2410>"
+       "<matplotlib.collections.PathCollection at 0x7f44d0194cd0>"
       ]
      },
-     "execution_count": 34,
+     "execution_count": 40,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
-       "<Figure size 864x648 with 1 Axes>"
+       "<Figure size 576x432 with 1 Axes>"
       ]
      },
      "metadata": {
@@ -164,35 +232,43 @@
     }
    ],
    "source": [
-    "labels = KMeans(n_clusters=2).fit_predict(X)\n",
+    "labels = KMeans(n_clusters=4).fit_predict(X)\n",
     "plt.scatter(X[:,0],X[:,1],c=labels)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "If we search for 3 clusters as above, the algorithm is still able to return a reasonable partition of the dataset, where 2 clusters contain 2 of the original blobs, and one cluster contains only one of it. \n",
+    "But what happens if instead we search for a larger number of clusters?"
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 36,
+   "execution_count": 41,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2020-11-18T17:04:54.920376Z",
-     "start_time": "2020-11-18T17:04:54.704869Z"
+     "end_time": "2020-11-23T14:01:31.341129Z",
+     "start_time": "2020-11-23T14:01:31.116336Z"
     }
    },
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<matplotlib.collections.PathCollection at 0x7ff99ac7b250>"
+       "<matplotlib.collections.PathCollection at 0x7f44d3cc24d0>"
       ]
      },
-     "execution_count": 36,
+     "execution_count": 41,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
-       "<Figure size 864x648 with 1 Axes>"
+       "<Figure size 576x432 with 1 Axes>"
       ]
      },
      "metadata": {
@@ -210,34 +286,127 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Agglomerative"
+    "In the plot above, we see that two of the original blobs are split into two clusters. Such clustering is obviously inaccurate, as it is hard to justify why points generated from the same Gaussian should belong in two different clusters. In this case, the algorithm has been forced to find a number of clusters that in practice is not possible to extract.\n",
+    "\n",
+    "In addition to being a method for clusterizing data, $k$-means is also a partitioning algorithm. This means that by assigning each point to the closest centroid, it partitions the space into a Voronoi diagram. Each point is then forced to belong in a cluster, which makes the algorithm inefficient with noisy data and sensitive to outliers. The assignment of each point to the closest centroid prevents the algorithm from defining clusters with irregular shapes.\n",
+    "\n",
+    "To test $k$-means on irregular shapes, we generate a different dataset where blobs are reshaped using nonlinear transformations."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 91,
+   "execution_count": 66,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2020-11-18T17:47:40.209556Z",
-     "start_time": "2020-11-18T17:47:40.015943Z"
+     "end_time": "2020-11-23T15:10:52.140395Z",
+     "start_time": "2020-11-23T15:10:51.893227Z"
     }
    },
    "outputs": [
     {
      "data": {
+      "image/png": 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\n",
       "text/plain": [
-       "<matplotlib.collections.PathCollection at 0x7ff98a3da850>"
+       "<Figure size 576x432 with 1 Axes>"
       ]
      },
-     "execution_count": 91,
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "random_state = 0\n",
+    "centers = [[15,3],[0,10],[-5,0],[3,-10],[-10,-10]]\n",
+    "n_samples = [500,100,300,600,40]\n",
+    "cluster_std=[[2,1],2,[1,2],[2,3],1]\n",
+    "X_nonlin, y_nonlin = make_blobs(n_samples=n_samples,\n",
+    "                  random_state=random_state,\n",
+    "                  cluster_std=cluster_std,\n",
+    "                  centers=centers)\n",
+    "\n",
+    "\n",
+    "def rotate (X, theta):\n",
+    "    transformation = [[np.cos(theta),-np.sin(theta)],[np.sin(theta),np.cos(theta)]]\n",
+    "    return np.dot(transformation,X.T)\n",
+    "\n",
+    "blob=2\n",
+    "X_nonlin[:,0] = np.where (y==blob, X_nonlin[:,0]+(X_nonlin[:,1]-centers[blob][1])**2/2, X_nonlin[:,0])\n",
+    "X_nonlin = np.where (y==blob, rotate(X_nonlin,1*math.pi), X_nonlin.T).T\n",
+    "blob=3\n",
+    "X_nonlin[:,0] = np.where (y==blob, X_nonlin[:,0]+(X_nonlin[:,1]-centers[blob][1])**2/3, X_nonlin[:,0])\n",
+    "\n",
+    "labels = KMeans(n_clusters=5).fit_predict(X_nonlin)\n",
+    "plt.scatter(X_nonlin[:,0],X_nonlin[:,1],c=labels)\n",
+    "\n",
+    "plt.scatter(X_nonlin[:,0],X_nonlin[:,1], c=labels)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We see that $k$-means is not able to detect irregular shapes.\n",
+    "\n",
+    "When clustering is performed for an explorative analysis, the data structure is not yet known. At this stage, gaining a wrong intuition about data is more dangerous than not having any idea about it. \n",
+    "\n",
+    "$k$-means contains a number of strong assumptions as that the number of clusters is known, or that any point should belong in a cluster This does not allow to detect noise and makes the algorithm sensitive to outliers. More generally, $k$-means can also be considered as a partitioning algorithm, which makes it useful for a number of different applications, but shows limits during an exploarative analysis.\n",
+    "\n",
+    "In the next section, we introduce into hierarchical clustering, that uses a different strategy to find clusters."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Hierarchical clustering"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Hierarchical clutering is a clustering algorithm that builds clusters by iteratively merging or dividing them depending if a bottom-up or top-down strategy is adopted. Here we focus on agglomerative clustering which successively merges clusters.\n",
+    "\n",
+    "Agglomerative clustering algorithm initially places all points in its own cluster, then the closest pair of clusters is merged. Distance between clusters is determined according to a linkage criterion. The scikit-learn package supports the following linkage criteria:\n",
+    "\n",
+    "1. Complete linkage -  distance between clusters is defined as the largest distance between all possible pairs of points in the two clusters.\n",
+    "2. Average linkage - distance between clusters is defined as the average distance between all pairs of points in the two clusters.\n",
+    "3. Single linkage - distance between clusters is defined as the shortest distance between all possible pairs of points in the two clusters.\n",
+    "4. Ward - distance between clusters is defined as how much the internal distance of a cluster increases after merging two clusters. Internal distance of a cluster is the sum of the distances of all points within the cluster with the center of the cluster.\n",
+    "\n",
+    "Merging is then iteratively performed until all points are finally merged into a unique cluster. Clearly, we are not interested in obtaining one cluster that includes all points in the dataset. Then the algorithm requires a distance threshold as input parameter which determines when merging should be stopped.  \n",
+    "\n",
+    "We deploy this clustering algorithm over the dataset defined above for $k$-means, using the 'ward' criterion that is the default linkage criterion in scikit-learn."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 67,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2020-11-23T15:10:58.245237Z",
+     "start_time": "2020-11-23T15:10:58.048706Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.collections.PathCollection at 0x7f44b3c64fd0>"
+      ]
+     },
+     "execution_count": 67,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
-       "<Figure size 864x648 with 1 Axes>"
+       "<Figure size 576x432 with 1 Axes>"
       ]
      },
      "metadata": {
@@ -248,20 +417,26 @@
    ],
    "source": [
     "distance_threshold = 100\n",
-    "\n",
-    "model = AgglomerativeClustering(distance_threshold=distance_threshold, n_clusters=None, linkage='ward')\n",
+    "model = AgglomerativeClustering (distance_threshold=distance_threshold, n_clusters=None)\n",
     "model.fit(X)\n",
     "labels = model.labels_\n",
     "plt.scatter(X[:,0],X[:,1],c=labels)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The algorithm finds 4 clusters with a distance threshold of 100, which is not what we would expect, as we know how the dataset was generated. On the other hand, one strength of hierarchical clustering is that it allows to inspect all steps that are performed by the algorithm during clustering. All steps and clusters that are iteratively created are summarised in a dendrogram, that we plot below.\n"
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 84,
+   "execution_count": 68,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2020-11-18T17:44:57.207764Z",
-     "start_time": "2020-11-18T17:44:57.199083Z"
+     "end_time": "2020-11-23T15:10:58.571687Z",
+     "start_time": "2020-11-23T15:10:58.563412Z"
     }
    },
    "outputs": [],
@@ -290,19 +465,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 88,
+   "execution_count": 69,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2020-11-18T17:47:02.884850Z",
-     "start_time": "2020-11-18T17:47:02.540445Z"
+     "end_time": "2020-11-23T15:10:59.054475Z",
+     "start_time": "2020-11-23T15:10:58.849432Z"
     }
    },
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
-       "<Figure size 864x648 with 1 Axes>"
+       "<Figure size 576x432 with 1 Axes>"
       ]
      },
      "metadata": {
@@ -315,6 +490,232 @@
     "plot_dendrogram(model, truncate_mode='level', p=3)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The 'plot_dendogram' function requires the trained model, and some optional parameters are inserted to truncate plotting after 3 levels starting from the top. Each point in the abscissa represents one different cluster, and the value between parenthesis is the number of points in that specific cluster; the ordinate is instead the distance threshold. As the distance threshold is lowered from the top, the number of clusters increases, and by looking at the dendogram it is possible to select the threshold value that gives a specific number of clusters. One of the biggest advantages of hierarchical clustering is that it allows to inspect clustering genesis, and it is well suited for hierarchical dataset, i.e. which are composed of many nested subgroups as for example in case of gene expression.\n",
+    "\n",
+    "https://www.researchgate.net/figure/Pan-genome-clustering-of-E-coli-black-and-related-species-colored-based-on-the_fig1_45152238\n",
+    "\n",
+    "Below, we can verify that inserting 80 as distance threshold, the algorithm partitions the space into 5 clusters."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 70,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2020-11-23T15:10:59.730484Z",
+     "start_time": "2020-11-23T15:10:59.539525Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.collections.PathCollection at 0x7f44b3ad7390>"
+      ]
+     },
+     "execution_count": 70,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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66E/3IdeRqNSV0J0s44j7KCtyLk5m05KGXq/HHuzilfbX6AzFjx2G7vzcY7VjYo77w36ebXue9n6KauhkOhabFvKPpn9z3F1FkO7wrd2O3dxT/GkK1QXnJmQQZOL4ljRnBqnWLBnlJCGXD66gwEihP92J6iX0l1AjHfCHA1gDVrIUZrS9ZrkymYzVlrf6NMgA5eoypuonxxzf5djdr0EuVhRxUfZivKKPY+7jUS82bYF2/tDwZ/RyHSqZihn66VyecykBMUhHwEqWIguNfGgLt2fi+JY0Zwap1iwZ5STR1dVFdnZ2qpsx7PSne65xLic8NVFZp5SCktnGmQk/MxT4wwFa/a2YFSZMCtOgP7+24122d+2gK9iFXq5nkq6SVQU3YQ108G7Du+zQ7uzz82a5ic+P+kzcfXNfuO8MXHLkXJ53GbONM3m8+YmYlQYAd9gd2cNu87dT5ammM2jHEXSgl+uYpK/kY/k3DVkVqUwc35LmzCDVmiWjnCTy8/tPkzgS6U/3fNNcmnxN7HPuxxFyYpQbmGaYyoWmC5LWpvW299ls34It2IlOpmOMdjR3FH0ShTCw4X/UdZR3O9ZHEnT4gj62dW0nW5nNTscunEonYcJ93kMv1yeMH55rmsN7tvXYQ11xz4cIUeOpYbZxJmZFVr/t7d67Pp05zBv0stm+FZ1Mx9Vn1HY+WzJxfEuaM4NUa5aMcpLo6OhAp9P1f+EIYyC6r8+/lityL+uuhKTIGfKl1d40eBtZ1/EerrALgK5QF3ud+zC1G7m5YGCZrzbZt8TktQ4RYk3HWgJigAm+8RxXVPV5j46Ajcebn+Qi8yLG6cZGnTPI9X2+ICgFZSTt5ors5ex3HcAasCa8HohJ5Skist72PovNC8lSZvX52YGQieNb0pwZpFqz5H2dJBJlbxrpDFS3RqahRF2SVIMM3ZWUegxyb054awZ8j0Sz4J7QJfkAvkZe0ctu5x7+2fwf3rGujTrX7rfgCSf2oB6jGc2UU3vRRoWRTxfdyUTteAqU+eQp8pAzsD2wIEFWW98e0LX9cbbj2xVy85b1HZ5pfY4aT/9lLNOJTPxOS5qHH2mmnCRSvQSSKtJNdzhB8QdbwEaVu5px2rH97rPONszimOs4AeLHD9dpGgbcHk/Yw0eOHSzPXhrJzBUSgwn/EFxgnM+qwpuj2liqGcUXS+8Fuv+A/LHhEWq8tZHZsVFuwBGKXwu6M9g54Lb2xdn08wlPDf9rfToyy9/r2Mcs46yoFKPpTLqN7eFA0jz8SDPlJNHaGhunmgmkm+7F5oVxaxi7w27+2fxvnmx5Ksog7nce5M8Nf+U3db/nn03/od3fzlzjbOaaZmOSG+M+Y7RncCkubYFOmv2nYyELVYXkxKnsVKgsYFXhzX0uba+2vkWTrylikGXImKqfSo4ivqOKQW4YVFsTcTb9/Lrljahld4/oZY9zL43epj4+lT6k29geDiTNw480U04SBsPQ/PE730iVbk/Iw1vWd2j2t6CRabgsZwXlmjLGasewxLyYjxw7sQVtUZ/xhn0ccB2kylPNBN149jn382zrC5Hl7gZfA63+Vr5Sej+3Ft6CLdDJP5r+TZM/2ojYlJ2Daqteridbkc1Ox2622LfiDwcwK0wExADWgAURyFPmcmP+dX0aZG/Iy27HHny9PNl7Yr7vKrydx1qewN4rTCtHkc3K3CsG1dZEDLafg+EgtjizdE/Yw07HbkZpSoakXckkE7/TkubhZ0iMsiAI/wauAdpEUZx26lgO8CwwGqgBbhFF0ZboHhISZ4s/HOCRxr/R4Du9jHzSc5Lbiz7BJP0krsq7kmXZS/lV7W/oOsPD2Sf62eHYyQTdeN63fRCz/9wesLDO9h435F9HtjKLa3JX8mTrU7j72APuCwGBsdox7HPu503L23jE0/cZpS7hMyV3IyIyUTehX+/w1kAb9mBsbHRnsJOAGODeUZ/lTevbOE95uV+VeyUFqnxcITcbbBuxBW3MNc5mkq5yyEKlEiETZKgEZcxxAYG8FOU+l5BIR4Zq+fox4Mozjn0beFcUxQnAu6d+zhiczvh7eiOdVOj+sPPDKIMM4Ay7+G/LUwTC3fvAerkOgzx+pp5sRbdR8Ia9cc93BE6/S04xTOaavKspVY9CLXTvCWcHsvpsn1FupExdSrm6jGVZS7mj6JNs69oeZZABGn1NtPnbmaKfPKBwrRxFNvo4y9EGmYE8VS7F6iLuKfkUXym7n7tLPkWBqoBNtg/5Re1DrLWtY4djJ/9p/i+PtzwZWcIPiSF8YV+/zx5sP8sEGZW6icjO+JNToCxgvmneoO6VKjLxOy1pHn6GZKYsiuJGQRBGn3H4emD5qX8/DmwAHhyK550PFBYWproJKSEVuut88R2t3GE3L7a/wq2FqwCYqp9Cm7+NYK/kG3nKPJZmXQSASWGi0R+7v1mh6d4z9oa8tAcszDTMYJH5Qn5T93safA3UaOv6bN/H81cxzTglum0J8lW/ZX2HOcZZ+MUAjqCDEnUJKlnsDBO6PbEn6saz07E74iEuIDBOO5acM2afnYFO/tn8Hxp80QUt/KKfQ67DHHUdY69rH1WeavzhAFmKLG7Iv44xCSponU0/35h/PXJBzlH3MQLhALmqXD6WfyPKBPrSjUz8Tkuah59k7ikXiqLYDCCKYrMgCHET87a1tXHPPfegUCgIhULcdNNN3HfffbS0tKDX65HL5XR1dZGfn09HRweiKJKfn09ra2tk7d/pdFJYWEh7ezuCIJCTk0N7ezsmk4lQKITL5aKoqIiWlhaUSiVmsxmLxYLZbMbv9+PxeCLnVSoVRqMRq9VKdnY2Ho8Hr9cbOa/RaNBqtdhsNnJzc3E4HPj9/sh5rVaLSqWivr6esWPHYrfbCQQCkfPnsya73U5eXl6fmkKhECqValCaPBovFq+F7FA240eNG7SmMnkpHZ4O9CEdJ7Q1jPWMxiV345Q7CbeGcOqdOBwOpvmngAHs7XYccidqlYq5oTmI3jBN9iYW+xbSKeskuysLu6KLoBBkbHgM89RzWXN0LS2+FqpUJxnvG4vZYMbkNzLFOwm5KCcgCxAiTLO6hXJvKVZlBwpRgTloYoyygtra2ihNo4LF6D06jCFDpM0emReb0saz+5/HpulEFVCSK+YyuqScMndZVD8Zsgx0OR0UdRUxQTOObEc2fpWfAm0+kwKVuFyuqH567/h6RFGkUCggN5BDnaaBYl8RcmTUaRrYWb2LRnkjChTkB/Ko0dbxwfEPIFukMLcgZuyFw2FkMtmgx97C8AXMZiZFJd3nw7YwXdquIRl7yf4+9Wgezu9Tqv9G9GgeSZr666cezcnU1BfCUMVknZopv9FrT7lTFMWsXudtoijGuIRu2bJFnDRp0pC0IZ1oaGigtLQ01c0YdgajOxAO8M/m/1DrqcMretHL9VRqJ3J70ScGVcbRH/bzw5M/ibvPW6Qq4sHyb1DtOYEz5KRSNzEqb/WZ2IN21nS8iz1op1xTzvKspRx0HeLp1mejUoMqkFOkKqLB38gE13iO6xMnD/lU0R3MOiON6AHnIR5rfjxq1p4Io9zIl0vvI1+Vxxb7NjZ1fkhHwIZP9EVmyCa5kUuyL2F59pKYz4fFMD+r+SXWYEfCZxhkepxx4rmvyl3J5TkrYo5n4viWNGcGw6F5165dO1esWBF33yaZM+VWQRCKT82Si4G2JD4r7ejvbWikMhjdq61vcbRXqUJXyMVe5z4mdI1jofnCAd9HJVPxqeK7+HvjPyOVk3ooUOTx2/o/0OJvJSAGyFHksDxrCUvjGC8As8LMqoKboo591PVRlEEGCBJCISgYoxmNJdQd5iMgxGTSAnCGYo3dNMMUJuomcsh9uF99jpCD9zs3Msswkzcsb8ZNhtIVcrCx8wMuMM2LeekQEPp8yclX5HXn045zX0cwfurPTBzfkubMINWakxmn/Bpw16l/3wW8msRnpR3t7e2pbkJKGIzuGm9sRqcQIfY7Dw76uRN147k859JIfK5WpqVSOxGP6KXe1xDJvtUR7OBd23o6T3kt+8I+nmt9kd/V/ZE/NTzKB7ZNbLd/xD+a/sNjzf/lpKcmYQKSJn8z9xR/iusUV7Mq/2aKVbHF0bMUWTGz5B6uy7tmwNm4RGBDguxkPXQEOzjmPh5zXBAEyjWxsdQyZIzXjuOekk+TGydOWifTJsxJnonjW9KcGaRa81CFRD1Nt1NXniAIDcAPgF8CzwmCcA9QB6waimedL5hMg69ENBIYjG65EN8gJTreH5fnXspFWYup89aRrcwmV5nDz2p+FXOdPdTFFvs2rsy5jL81/pMT3pORcyc9NYin/g9gn/MAyjihPNDtJPW6ZTVX5l5OdlY2ZepSnmx9ivaABRERs8LMxVnLEnp9F6kLyVZkYQn2ncfaKDewzLyElyyv9HmdSlAlrID18YJVBMIB6nz1BMJ+shRZXJV7JVMN3Q5oqwpu5l9Nj9EWaENERC/TM880O2H8cCaOb0lzZpBqzUPlff2JBKdiN6MyhFCo/73CkchgdM/QT6fOWx+ZxUL37GyJefFZP18n1zJJX9ndFjEUE4LTg0pQcsR9jPozPLfPzHMdJoxPTBwi1BpoI6To1lyuLeOB8q+z27kXd8jNXONsjIr4WcB66AmrOpOepXAlSirU5eSqcpigHc9R97G4S+QAxaoiRmvie0urZEruLrkLV8iNN+whR5ETFZtcoMrngfKvscOxk46gjbmGORSq4/pmApk5viXNmUGqNUtpNpOEy5V4mXEkMxjdS7Mu4iLzIvIUeehlOgqVBVyWvYKJ+glD0ha5IKc0zkwvR5HDQvMFNHgbol4IzgaVoIrSrJQpWWCax/Lspf0aZCBhQQ4Z3QYzQICD7sP8q+kxlmcvZZKuErXQXQJSQECBgmxFNpN1k/hMyaf7TQKil+vIVebGvU4hU3Ch+QKuyr2yT4MMmTm+Jc2ZQao1S2k2k0RRUez+YiYwGN2CIHB9/rWszL0SR8iBWWEacI3jgfKJwo8TCAdp8DXiD/vJVmZzTe5KdHIdlfqJvGdbj0eMnzSkP3QyHUuzLqJIefZ9vSRrMc1tLbjD7sgxOTJCvWbsIiLH3Mf5Y/0jaOVaFpsXIUPGGO3oSDauwXirDwWZOL4lzZlBqjVLRjlJtLS0UFERfylxJHM2ulUyJbmyofd4dIc8yAUZnxt1D13BLjxhL/nKvIgBK9eUMUE3gYOuQ93ex3Q7PyUq1dgbOXIuzlpKjjKHww1HmDZ2ar95qp0hJ9nK7Kg981nGmYTEEB/at+AJe9HLdTT7WmIcuoIEqfV1Jymp9pzgAtP8yH5wKsjE8S1pzgxSrVkyyklCqTw/shQNNemgu8XXyrNtz9MR6EAuyBmlLuG2ok/EdYL6VPEdbLVv44DrECqZksXmRexx7OOE9wTtfktMiFUPIUJs6NzIOtt6ylylvFn7DlfnXslM44yo68JimGdan6fKU4U37MOkMLI8aykXmk97Nc81zWGuaU73fcUQv677LS5/4iW0gBjggOsQVwYvx6BITfL8dOjn4UbSnBmkWrNklJOE2WxOdRNSQqp1h8QQj7c8EVUasSNo44mWp/hsyd0x18sEGYuyFrIoa2Hk2ATdeADWWNfxgf1DnCFnXOcq16kl5zZlO12BLl61vMFE3YSoOOHXLavZ4dgZmX27/W5WW9+iQlNBsTp2mUwuyJljnM27tvV95qC2B+20BtpSZpRT3c+pQNKcGaRas+TolSQsFkuqm5AShkp3WAyzs2sXTzQ/xZqOdxMWiziTg65DtPlj4wwbfU0J803H44POD3m3cz2OkCOht3MPpb5uZ7KOYAc7HbuizlV5qmOWwx0hJxts7ye83+U5l7Iq/yYmaidQri6POHb1xiQ3kq/MG6icIScTx7ekOTNItWZpppwkUv22lSqGQndIDPG3xn9S7TnRvdfrhJ1du/h8yWfIUcVkao3CFXJH9od7EwwH8Yt+dCROsdn7+R92bh5QtSSAdtXpL7FAtFdzSIy/P92f1/c801zmmeYC8FTLs+x07IrokiOnUjcxYUyyKIrUeGuxBqxU6ibSEbRR5a6iQlPBOO3YISnTmInjW9KcGaRas2SUk4Tf7+//ohHIUOjeYt8WM8NsDbTysuVV7in5VJ+fnWGYxpqOtdiCnVHHs5XZmOX9JwU44jrCK5bXaQm09nmdChV+urVqQt1hTbmKXOYa50RdV6wqoumMylNqQc0FCTJlxePWwlUUqQojKTkn6yZxcfayuNe6Qm7+2fQvGn3N+EV/t/OZ2O0ophJUVGjK+WzJPQkrTw2UTBzfkubMINWaJaOcJDyegS+VjiSGQvcx97G4HtAdgcQFFXpQCkq0Mi2d2CPLzllyMzfl34AgCHjDXqwBK9XuE/jFABeY5kfiif1hPy+2v0J7oP/lqyJVEfZQJ12hLowhA3JkFKuKUMuik4GsKrgJW8hGo7cRn+jHJDcxyzCDykHEYssEGZfkLOeSnOX9Xvtc2/Oc7JW+NCiedlTzi36Oe6p40/oWN+RfN+DnxyMTx7ekOTNItWbJKCeJVMe6pYqh0G2Qx0+6oZLF7q2eydOtz9Lkb446JhfkFKryeab1eQ66DkU5bm2yf8iK7EtYkrWYfc79AzLIepmeMs0omh3NiMAJbQ0hwhz1HOOjrh0sMM+PXKuRa/jSqC9S462l1d/GJN1EspRZ/T7jbGn29T3DB6jz1p/zczJxfEuaM4NUa5YcvZJES0tL/xeNQIZC92U5KyKFJXrQyjRcaFrQ5+dCYog6b0PMcWuwg8ebn+Sjrh0xjludQTvrbRtwhzwJ3bnkyClSFlKiLGacZiyrCm7CErBG9oXHekYD3fvEOx27Yz4vCAJjtKO50LyALGUW9qCdF9te5j9N/2Wb/SPCCfadz4aBJBGRD0GikUwc35LmzCDVmqWZcpJQqfqf1Y1EhkJ3tjKLO4puZ7X1TezBLrQyDReY5nOBuW+jHBbDcZ28AFr8LQnPdQRtHHQdYoZhGu905GE5Y7Y8WlPBl8q+GHVss31L5N8e2WnPcLGfxCM1nloeb34CW6gTgH2u/exy7Obzoz4zJFm5xmhG0+JP/EdFLaiZZ5x7zs/JxPEtac4MUq1ZMspJwmjsP+/xSGSodI/RVnB/6RcG9RmlTEmeMpfOM5y8jDIjOrkOeyh+bWAFcgxyPWqZmhtyr+WF9pewh7pQCAqKVUXcVhhbb2WSbhLVnpOECGFT2oDuGfVk3aQ+2/i6ZXXEIEN3Cs2jnmPsduyJJBA5F24uuAFv2MNJby2+kBelTImAQBgRnUzHbOOMfl9uBkImjm9Jc2aQas2SUU4SVqsVgyE1iR1SSap1j1GPptpzImqJWq/QU64uj0oo0ptCVSGVuon4w37Wd76PM+TqLt4oiigFFcY4CTqWZy+lwdfAMXcVJb5iguoQE3UTmKqfykHnIco1ZXELUiRqw5qOd4fEKCsEBXcU3YY75MEddpN3qk6yK+RCJ9eddVnMM0l1P6cCSXNmkGrNklFOEtnZfcfTjlRSqTskhtjvPhCT7KMraOfCgvlYg1bqvQ34RB8CAkpBQZm6jE8U3oJMkPG2ZQ3V3hORzwUJUu2tZq3tXa7KvTLqnjJBxp3Ft2MNWKmx1nJ9znW8blnNHxr/jCvkwiw3M8MwjZsLboxpYzwC4rmHYbT523m+7UWsgQ4UgoLx2nHcXHADckE+oIpVgyETx7ekOTNItWbJKCcJj8eT8mLZqSCZukVRJCgGUQiKuAkwnCEnzmBszmh32EOtt577Rt1LrbeOVn8rYzRjMCtNUSFMdb74Xsk1ntq4xwFylbkEhSBb7Ns44DoYOW4P2dli38YE3XhmGKZHjmcpsmiNEwOdozy3ghzBcJB/Nz0WFV/dHmhHJMzHC1ed073jkYnjW9KcGaRas2SUk4TXe3blAM93kqV7U+eHbLZvwx12Y5DpWZy1iIXm6AQcerkenVyLM+yMOq6RqSnXlCEIAqO1FYzWxq8Ak6jKk1LW99fE6/VyUnYy5niQIO9Y10YZ5Rvzr+NfzY9FZfRSCSoWDiKZSDx2OHbSGmiLOiYiUuWpJiSGhmzZuodMHN+S5swg1ZqlkKgkkepYt1SRDN0HnAd50/o2Tf4mOoOdNPgbed2ymmPu41HXKQQFMw0zUJ2RK7pcXc4Yzeh+n3OReRE6WXQaTp1MxxLzRX1+rqioCF8ofkpOa6ADUTy9nD5JX8m1uVdRrCrGJDdRpCrk8pxLz3k/uSPYGTdHdyAciEogMlRk4viWNGcGqdYszZSTRKprcqaKZOjeZN+MOxydZccddvN+5wdM1EVnxro6byU5ymx2OnYTEkNUaMq5OnflgPI9TzNMZWXwCrbYt+MOu9DL9Cw2L2SSvrLPz7W0tKCT6yBOOmuZIMMX9qGRayLHlmYv4aKsxXjCHrQy7ZCEQs0zzObDzs0xdZizlFkxWcaGgkwc35LmzCDVmiWjnCQ0Gk3/F41AkqE70UwvEI5f1EElqAiEA7hCLmq8tRxyHWGmcXrca89kSdZFXGRenHDvWhRF3u5YwyHXYYJikHxlHiuUF7PcuJSTLTUxs1WTwhg3E5lMkKGX6wfUpoFQoC5gvmku27t24D5VUjJPkcsNeeeWTjMRmTi+Jc2ZQao1S0Y5SWi1/VcjGokkQ3eZupQqT3XM8dHa0THHjrqO8VL7q5EZoyVo5YX2FzErTAn3ks9EEASUQvyCDa9Z3uCDzk0ETyUiafa34BMDfKboU1RoyqnplXdaLaiYZZiZcCYcFsNssW/lgOsQMkHGYvNCpugnD6iN8bgh/zoWGOextWs7JoWRxeZFUbWdh5JMHN+S5swg1Zolo5wkbDZbxnktQnJ0r8y9glpvHfXeBgIEUApKKjQVXJZ9Scy1Gzo3xizhOkJO3rWt5x7tp86pHWExzEHXoYhB7kHuEtjt2Mu9JZ/lFcvrNPuaUQgK5ppms8i8MOH9nmx5mr3OfZFMYyfcJ7gk52Iuy1lx1m0s0ZRwk+YGAA67jrDFvg0BgUXmhYMqgtEfmTi+Jc2ZQao1S0Y5SeTm5qa6CSkhGbpVMhX3l36BA66DnPDUMEE7jin6yXH3iRPVQB5obeS+8It+vHEcuprUzVhtNhaY53HrAMOP2nxtHPMci0r96RG9fNS1k4uzlqHox+O7P16zrO6uCS12t/eo+xhLsy7iqrwr+/nkwMjE8S1pzgxSrVnyvk4SDocj1U1ICcnSLRNkzDBM54b8a5lqmJLQcatYVRz3eJmm9JzboBbUKOPUIc4OZOMJe/CGu0Mp3CEPnUF7lNf1mZzw1uAMxcZUO0POmDShg8UVcrPbsSdikAG8opedjl14Q0MT7pGJ41vSnBmkWrM0U04SqS6UnSpSrfuavJXU+epo9DURJowcOWWaUi7PufSc7y0IApW6CWzuskYd14Y1hMUw9qCDJy1P0+BrJBgOkq3M4oa86xinGxtzr1L1KLSCBo8YbSR1Mi0mxbktnTX7mrEFbTHHbcFOmv0tjImzFz9YUt3PqUDSnBmkWrNklJNEqmPdUkWqdWvlWr5Sdj/b7R9x0lvDeO045pnmDlnyjCtyL2O/6yCO0Om36RPaGvKUuay2vBmV1cvpc/JM23N8cdTnsQU7yVfmRdJdlmpGMUY7mkPuI5HrlYKS6YZpA6ob3Re5yhwMMkNMEhWD3ECOcmhSCKa6n1OBpDkzSLVmySgniVTHuqWKdNCtEBQsylrIIhI7WZ0tZoWZRaYL+dC+Gecph7KpvknMLp3Fy+2vxVzfHrDwUO1v8Yk+jHIj47RjKFGVoJGr+WTRJ1hv28BJTw0yQcZMwwwuMi865zZmK7MZqx3DftfpPOACAuO0YzErzOd8f0iPfh5uJM2ZQao1S0Y5SaTarT5VZILulXlXMMc4m832LWjlOqYaJ1GgKyCYoNiER+xOfGIP2dnl3MMu9gCwwbaRjxeu4tq8q4e8jXcV387rljc56elO/zlOO46rh8jJCzKjn89E0pwZpFqzZJSTRKoLZaeKTNFdqC7gxoLrAejs7EQtU5OnzMUesg/4HpaglVcsr/PNsq8OKOPYYJALcm7Iv3ZI79mbTOnn3kiaM4NUa5a8r5OE3T7wP84jiUzU3aP544WrKFYVIz/1tUpU4KI3toANa7Ajqe1LBpncz5mEpHn4kWbKSSIvLy/VTUgJI0l3o6+J1y1vYA860Mo0LDYvjFs4okdzgSqfb5Z/lYOuw7iCTgJigNctbxKIlxT7FEpBgUYY+tzUyWYk9fNAkTRnBqnWLBnlJGG329Hrhy638fnCSNFtD3bx76bHomaxLf5WBEHGHOOs6Gt7aZYLcmYYpgHdebJbA+0cdB2iM9iJDBlhwlGfHaUehUFhSK6YJDBS+nkwSJozg1RrloxykggEEs+ORjIjRffajndjlpXdYTcfdm6OMcqJNAuCwKqCm1gZvJzWQCsyUc7qjrewBCzIkDFKPYrbCm9NloSkMlL6eTBImuMjiiL7jzbz7ubjZJt03HjFNMzG89dBLNX9LBnlJJHqWLdUMVJ0dwXj7yt546Tr7E+zQWGIzIbv130BX9iHDFnc7GDnCyOlnweDpDk+v//PRrbsqsXj7TZmm3ac4Gt3L2PqxPPz95XqfpYcvZJES0tLqpuQEkaK7jHaMQjEekRnxYnzHaxmtSx+us7ziZHSz4NB0hzL8ZPtbNtdFzHIAK0WJ4+/+FGym5Y0Ut3PklFOEpm2D9PDSNG9xLyYMZrRUYY5X5kXN8xopGgeDJLm84tQOExzWxdO1+AKs/SneeP2E7g8sWkpLTYXwWA4zifSn1T3s7R8nSTk8qFJ63i+MVJ0K2QKvlj6eTbbt3DCfZIcZQ4rci5GL4/9wo4UzYNB0nz+sGnHSZ59YzcWmwuNWsmksQV8/Z5lKJWxekRR5NV1B9iysxZfIEBxrpr8gjyuuXgyBbnGmOtLCk0IApxZe0WjViKXD23s/XCR6n6WjHKS6OrqIjt7aPIMp4KXjh/htarjuAIBCnQ6vjp3AROyc/r93PmuuzcKQcHSrCUszVrS53UjSfNAkTSfH1htLv717DYstu6UsE6Xnw87TqLTKvnSXafH9ckGKy++tZ/jJ9tptToIhbqtbFF2Li+/vZ8Nm6u4dsVUVl09E4BgMMyugw2o1QpGFZppaDntg6FQyJg7vbTPhDgt7Q5Wrz+EUiHnmkumkJOlS4b8syLV/SwZ5SSRn5+f6iacNS8fP8ofdu3Aeapaygl7J998/13+c8U15PSTgu581n22SJozg/NR8ytrD0QMcg8icLiqLfLz+i1V/Pv5bXR2xZb1PHyiCwBbl4fV6w8xbVIR724+zkd767F3eQiFRfJz9IwuzSYQCKNSyZk3vYzbb5ibsE2vrj3Ac6v30OXsXkp/b0sVd6+az9IF44ZA8bmT6n6WjHKS6OjoQKdLn7e/wfBa9bGIQe6hweHg8YP7+erc+fznwD7W19fiDQYpNRp5cP5Cigzd3sXns+6zRdKcGQxEc1WthWde343L7acgz8Cnbp5PtnngvyevL4DL4yfHrBuS1KteXzDu8VC4e79XFEVeWbM/rkEGGFdmoONgdxlQa6eb7z/8Fj5/dI739g4XcrmMP/7gRrSavh0YXW4/T722C7fntGOY1ebiiZd3snjuGOTy1Ls5pXpsJ90oC4JQAziAEBAURXFesp+ZDvRV4D7dcQfif5Fb3E7+unc3Tx7ajzfU/cU8Ye+kyenkv1ddi1quOK91ny2S5sygP80Hj7Xw67+vx9rp7j5wDKpqLPzqwWsw6LuztjW32Xn2jb10Ob1MGlfA9ZdNQ61SEAyG+ePjGzl0vBWfL0hOto7brp/DgpkV2B0eXnxrH21WJzMmFXP5kkkoFKeNVygc5vhJCzKZwPiKPGSy08b86osns3nnycistIfy4iwAXB4/nY74BhlALot+MTjTIPfQ0u5g+946ll3Q92x34/aqKIPcQ5vFQV1TJ2PKEm+R+fxB7A4vuVm6pBrvVI/t4ZopXyyKomWYnpUWpHoJ5Fwo1Omp6rRFHZMLAotKRvHU4UMRg9zDiU4br1Yd55bKyee17rNF0pwZ9Kf52Tf2nDbIp6hr6uT5N/fy6VULOHi8lYf/sZ72ju7l5I/21bNjfwM/++ZK/vH0VjZsrY44THU6vPz1f1vQaVT88fFNNLd1LyNv3V3LBx+d5MdfvxKlQs7h6lb+/PgmGk/t6ZYUmnjgcxczpiwXgNGlOZSVZHPoeEvk3oIAMrkMt8ePVq1Er1XS0Rlf06GTXQP+/bR3OPu95kh1e9zjIqBLMMsWRZF/PbeN7Xvrcbt9mE1arlo+masvmTLgtg2GVI/t1K8VjFBaW1tT3YSz5mvzFlBuNEV+Vggy5hYWsXLMeFyB2PCHMHCysxM4v3WfLZLmzKA/zV3O+DPOxtZug/m/V3dGDHIPx060sW7TMQ72Mpo9tHe4+P1/NkYMMkAoLHK4qpU1HxzF6wvwu39tpK6pk1BYJBQWqW+283+/ewdRFAkEQrRZnDS32qPuLYqweWcN3/31m/gDIRbOGY1aFe1x3DNBnjHejEIuI9vUf4au19cd5JU1+/H546+0AYwfHT+vtEopJy83fijSy2sO8NaGIzS3dWF3+qhr6uSJl3dypDo5YzDVY3s4ZsoisEYQBBH4myiKf+99sq2tjXvuuQeFQkEoFOKmm27ivvvuo6WlBb1ej1wup6uri/z8fDo6OhBFkfz8fFpbWzGc2sd0Op0UFhbS3t6OIAjk5OTQ3t6OyWQiFArhcrkoKiqipaUFpVKJ2WzGYrFgNpvx+/14PJ7IeZVKhdFoxGq1kp2djcfjwev1Rs5rNBq0Wi02m43c3FwcDgd+vz9yXqvVolKp8Hg8uFwu7HY7gUAgcv580KRxe/jljNm819GB2uOmJCub+aVlNDc0UGkwMl6uRC+Ts9nRySJjFtZQkEvyC6itrUWpVNLQ0BClSavXExJF/G532vWT3W4nLy/vnPpJpVJRX18/ojT1109qtTrS3yNFU3/91KM5kaaCHC1FObnYnQFsdj+jR+mpqncydayR2tpafF4vi2fl0mH34/QEKS/ScbTGQXt7G1PG6OiwOZhZmUW7zUcgEKakQMuRk13Mn5qNXCZw6GQX08ebabF42bjlEMeOV+Nyu7lweg6hsEh1vZPJY000tXn49s9fIDdLxb4qO9PGmfB41dS1uKkcbaSuxY1BqyDHDK+u2cvSOfnkm6fz0YEWdMoQx+sdZJtUmA1KbF1+LpiejT8IrRaBsiItVfVOinI1GHQK9h7tZGZlVkTTkWPVfLT3BJ+9ZTYCYkw/TRmjY+LoLMx6IUpTQV42nTZb3H6yWVsZla9GqZSRn60+9Uwjb7+3k7KiZUM+9nr6OZljry+EZK+fC4JQIopikyAIBcBa4EuiKG7sOb9lyxZx0qRJSW1DKrBareTm5qa6GX3S5fPh8PspNhiQDdCpZGdLMz/YvJFmV/cbv1ouZ8moMn659GIEQYjS7Q+F+NnWD9nT3kogFKZYb+DBCxYycQChVecT50NfDzWS5liOnWzjF395D0uv2fDo0mx++a1r0OtUPPCL1zlS3Rbzuduun8Oxk+18tK8+Ke3ui7nTSpkxqRi3J0BDSycf7qyJOj+uVE91gyv+h/vg+sum8pmPXxj3XHWdhb8/vZVWiwOVUs70icV84fbFUfvkvfnGz17j2MnYZW+FQsbffvaxuPHTXl8AUaRfx7N4DMfY3rVr184VK1bE9a9K+kxZFMWmU//bJgjCy8ACYGPfnzr/cTqdaftHyxcK8v1NGzloaccbDFKg1/OFWXNYWlre72fnFhXznyuv5bGD++jweri8YixzC4v4/ofvc9zWwQKNnoDJyDfnX8hPt37Imyeq6Hnta3W7+M7G9Xx17nzeraulRG/gE5OnYFSdf6ULe5POfZ0sJM2xTBxTwI++dgVPv7obh8vHqEITt90wF71OBXQ7XTW22nH0croqL8niusum4vUG+fGf1lDb2EEwOHyORoerW9l5oAEgykGsh6I8zVkZ5XgvHz0Y9RrmTy9FoVBw6UUTMOj6/v6PLs2Oa5SDwTDvba7i1mtnR47ZHV5+96/3qWuyIYowqsjMV+9eSl72wLN0pXpsJ3WmLAiCHpCJoug49e+1wI9FUXy755qROlP2er1oNJpUNyMuP/hwI2+cqIo6Vqw38MRV15KtGVx1F1EU+eyaN9nd1r0Pk6NQ0BEMUmY0IYoiDU5HzGeUgkDg1LgrM5p4aOnFTMw5f//Ap3NfJwtJ89mxZVcNb7x3CK8vSGGegbtvuSBiMMJhkTUbj/LPZ7fiC8R6ORt0KkJhMSrP9LmgUMj6TYVpMijocibeI07EzMklfPeLK/hobx1qtYIDR1vYc7iJxlZ71DP1WiX337UEtUqBWilnamURcln0jNnh8nHn158iGIpt642XT+PuWy6I/PydX6/mwNHo3NUTx+Tz6+9cw7sfHmfzrlrkcoGrL57C7Kmj4rZ9OMZ2KmfKhcDLp+LtFMBTvQ3ySKa9vZ2ysrJUNyMGURTZb4l9i212OXn2yGHunTVnUPc7YGnncIc18vNcvYm19g7qHV3o5PGHV6DXi2C9o4uHd2znb5evHNRz04l07etkImk+OxbOGc3COaPjnpPJBFYsnsAra/fT2Brr9ex0+2McsgaLUa9CLpMhyMDrDfZrlKeMMbF1f0ef15yJXCYwdUIBX/nxK7S0O+Km4ezB5Qnwq7++hwDIFTJGFZpYfuF4jHo1i+eOwaBXY9SrMRnUdNg9MZ+vb+6M/LulvYvaRlvMNXVNNn7yp3XsPdxEINj9snPgWAurVs7g5pUzY65P9dhOqlEWRfEEEKs6AxiKwP9kEQzH/4a4etURtXk9NDqdVJjMGFWqhPeqd3ThDZ5+kw72+vaFGNgqTIur/1CKdCad+zpZSJqTg1Ipx2hQQwIH4ERxwgMlGAzj8MVGUCQilOBvRSIUchm3XTebtz84Rqule5VsIIux4qm21TZ28viLOwB4bvVePn7NLC5fUklxgTmuUfb3WlFwefz44/x+fP4gh463RAwydCcxWffhca67dFpMDvBUj20po1eS6M/DLlUIgsBos5nGM5aVs9UaVlVOIiyK/HjzJra3NNLh9ZKv1XFpxRi+Mnd+5Nq3Tlbx0rGjuINBcrValAgEThngg57TBrZIp0MQZNR22REBrVyBJxS7FKZVnN/DMF37OplImpOHxzv45eIB3ztBhq9EVNcP7oW5MM/I1j11EYN8LrRZnTy3eg+L545hbHkOB4/HllQcU5ZDXVMnh463ML4il6J8Y8xs2WzUxM1Y1tnlob3DRUmhKep4qsf2+f3XMI1pb2+noqIi1c2Iy/cvvIivrV/LCXsnvlCIfK2OKbm5HLZaeefkCd46WU1Q7F7WanI5eeHYYWbk53Nx+WhePX6M3+/aTlevNJw6hYLAqdnyHL2Jtzu7l7On5hVw2+Sp7G5rxe7zsaJ8NA9ufI9ax+mlOZVczrKy/h3M0pl07utkkcmaff4goXAYnSbxCtK5EIizn5wqJo818eEea/8XnqInJnuoaLU42b63lttvmMvRE+1U11kIhUTkcoGxZbm0WZx8+6E3cDh9GHQqzEYNGrUikl60INfA5Usm8vKaA7jc0SsERr2afUca+eNjG7v3+PONfPbWC3F1WVI6tiWjnCRMJlP/F6WIfJ2O/151HdubG/nTrh1Uddp4v6Ge9xvqUcvlEYPcgzsY5LXq41xcPpqXqo5GGeSe82VGIy0uFzU+DyqZjCyNlr3trWxsqCNLo+HisgrGZ2fz6+UreHjHVpqcLjSnDPK9Mwe3j51upHNfJ4tM1KzWaPnZI+s4UWclFA5TnG/i/rsuYlSheUjuf6iqlf+++NGAMmMNF01tsUvGw4lCLqOzy8t3f/MmXQ4PZoMGrUbJ9ZdNw+sL8vhLH0UqWjndfpy9DG+WScv37ruUseW5HK5qY9eBhsiGmkopJz/XwGMv7ogY6+o6K40tdr5/X99V4ZKNZJSTRCiUPm+78ZAJAh82NXLEFu3E4UvQ7p59oTMLVfRQojdSajChD/jRG40caG/Dd+pDzkCA548eYbQpixsmTOTRS89fp654pHtfJ4NM0hwKhZHJBF5+Zz9bd9dGjlttbn75l3f5/f/dEOMxPBhEUeTXf1/Ptj21+AN9O14NN0pl8pI+ymUCZcVm6pvtCfeuVSo5/3lhe/S+tN3DkRNt2OyeiEGOR2eXhydf2cn/fflyvnffpfz35R0crW5DJpdx4ewK3t9WFTN7rmu0sWNvHVdflrpUm5JRThIul4u8vPgp5dKBUDjMmpoTA7pWRvcStScQIE+rpaYrdolqd1sL/nCYK7Ny2dkZG1PoDQV5p+YEN0yYeK5NTzvSva+TwUjWfKLeymtrD9LW4aDT7sHjC6JVKxlXEpuIoqHFzq4DjcyfMXhv3Y5ON8+/uZdjJ9uorrUO2qlqOMjPVnOsduhn7nK5jPnTS/nMrRfw1R+/GjXDhe783DlZOqw2d9zPHzzWQnFB/6s1PXvbSqWce3qFTgG8tf5wzPUi4HQNPi57KJGMcpIoKipKdRP6xB8KEUgw25ELAkalik5/d5KDMPBO7UmOd9r44sw5NDqdNJ/hMe0/VQpus6Mz4TPDI7SyULr3dTIYqZpfWbOf59/cFzePta0zNhwpGAzT1UeVpXjXh8UwDc12fvrntTG5sNONvUc7k3LfUCjMroON3Pd/L8V4lKuUcj5+zWwOHGtOaJQtHa4B5eNWqxKbuGyzlqa26NAzpUJGcXFqx7ZUkCJJtLTEegqmExqFghK9Ie65Kbl53DJpMmcGBpywd/K/wwf4xxVXMaegKOY8wCJjVtx7ygWBBcXF59TmeLS6XPxx50f8cedHtKboDTfd+zoZjETNXl+Qt98/krCwxMzKrJhjOo2SrXtq2LC1KlKjOBAMsWVXLR/uOBkpzuDxBvjlX9/lc999jk998xm+8uNXhtQgx0nGNSTE0zxU+AOhuCFewWCIhXPK+wxNCoVFTjb0HT8tkwkYDeqYJeoebr9xLvk5+l7Xw5QJRZQXJseBb6BIM+UkoVQOPufqcCIIAp+ZMZufbNkUmRED5Gq0/GnF5fzgww/iRhkfsFrI1WgxqlRxz7vCsV+yLLWauYXFfGrqjKETALx0/Ah/37uHdk/32/RbJ6v5/Mw5w75Enu59nQxGoua6Rhtt1sRLtR5vCIVCRigYRqTbL8PtDbB1dx079zewcfsJbrxiOo8+8SHNbV2ERZHiAhOfuHY2/35+O7Y4cbZDRbJWvj3e4fcdCIvw80fe5eNXz2LvocaEy/p9xWzLZALhsMiuA4187Sev8NV7ljFlfGHUNdMmFvPzB67i+Tf3Ynd4mTmlhJVLJ9PWltoXTskoJwmzeWg8MpPJ8vIKxmVl8djB/Vg9Hi4uL+e6cRMRBAFlAseVQDjM1uZGNAlii6s8p5ebBGBqbh6fmT6LJUMc9uQNBnni4IGIQQZo87j576H9rBw7FnWCbGLJ4Hzo66FmJGrOzdZh0KmxdcU3nnUtbi6YWU7l2AKefGVnVOKKQDDM3sNN1DTYorynm1q7ePif7w+6LXKZAIjEySw5rNS1xF8+TjYNLXb+8NjGs95nD/f6XHO7g389u42Hv3ddzHVF+Sa+dFe0t3Wqx7a0fJ0kLBZLqpswIMpMZr6/8CJ+f8llXD++MrJkdGvllLjL0zK66yvfMWUaOerY/LAz9acrtoh0z6z/b/NGfrT5A4Yyz/rhDkvcvNqNDgdHOwaXFvBcOV/6eigZiZpzs/VUjiuIe04ul7FwZiFfuH0xuw42RBnkHvyB0JCFM3XXRz79s0opZ9VVM1i5vBKFfPgyTlWOjq3ANFwE+/CsHiwWmwun29f/haR+bEsz5SSR6retgWDzevnvwX00OZ3MKSzipgmVKOXdziyzi4rQKRS4gtEZgPK0OuYXl6CUyfjSnHk8feQgFo8Hu89HSBSp8sa+WXf5/aypOcnFZRUsLSvHFQhg8bgp0RsizxssORotBqUyJmZar1SSHedlIZmcD3091IxUzd/63MX845mtHDnRhiiK5GTpKMo3MXFMPrMq81j7wVH2Hx3+5U1/IMRbG44gkwlDaqz6I1Uz5aFGqZChVp42d40tdjq7PIyryEOjjjaDqR7bklFOEv4E8bzpgD8U4idbNrGu9mTEa/q9uhrW1JzgL5etRCWXc9DSHnfpSC1XoDg1m75u/ESuGTeBv+3ZxT8P7AXAnGDZ2BsK8kb1cT5samBLUwMOv59cjZYbJlRy+5Rpg9ZQYTIzITuHna1nVITJyaFsmBNbpHNfJ4uRqlmplPPFOxbHPbd63U6eeWM/oRStKZ8ZNjQcGLTpZyL6KnAB3bHVgTPivR0uH1t21zJ3Wik/f3QdJ+qtuD1+ivJMXHfpVK6+ZErk2p6x7XL7eeTJTdQ02JAJApPHFfK5T1wYkyt7qEm/3/gIweNJbSYc6J4J/27HNmodXWjkCj5WWcllFWN58P332NgYXVA9DOxpb+P6V55nZn4hGxvq8MVx2vKEAtj9PrJOzUZlghCVASxfmdhzscHlYGNjPYFTLwJdfj//3r+Xabl5zCocfBjCw8tX8OPNmzhu6wABJmbn8P2Fw5+NJx36erjJRM0NTZZzLghxvpFjTq0ncm8UChm5WTqcLh8uT/zylXK5QHlxFo2tXZFUmwBuT4DHX/yI97dXs+9Ic+R4U1sXz67ew7wZZRTmdS/VezweRFHkJ39ey8Fjp1/66xptON0+Hrz3kiQp7EYyykki1XGcvlCQ+9a9zdFeGbuO2Tqo6+piX5zSjT20ud2srT2Z8LxeqUSv6Pa8DYXDPPTRVt6vO53lKFGccp5WiygSMcg92P0+njl6+KyMslGl5tfLV0T2qlNV3SXVfZ0KMk1zOCyyvyq2nCKASiFDEIS4NZB7EITu8Cm3JzDA2mnpQbLilM+GYDBMq6XvPftQSKS6Lr5PSZvViccXa8xtdg+vrTvIZ2+9EOge21W1Fk7URef8FoEj1a3YHV7MxuRtkUmOXkki1XGczx05HGWQAbr8Pt6oPk6nb2AOD2ciR+CiUWWRfeA/7d7BK8eP0u49PWuKF6ecpVLz1TkL+vDoPrfZhyAIKS23luq+TgWZplkmE5gVJ2ZXLhf42meWs2BWOUrF6fFt1KspLTZTlG9kTFkOt147m4vmjTmvDDIkN045nej95+N4dS3/eGYrHm+sAXd7AnQm8M4fKqSZcpJQ9VGDeDh47mhsCjno3k8u0ulpcQ8+cUGF2czX5i6I/LytuSmqfjJA1xmlGbVyOatv/jgahYJ97a0ctEZ7Nqrlcq4cPW7QbUknUt3XqSATNU+rHMWm3Rasnd3OT3K5wOwppSyeO5pFc0azcXs1m3fWICKSm2Vg0vh8Zk4axaNPbGLDlipcnr73hGVC92wsnRLfOd3JKyOZCgpyDTic0ZOSHLOO6y7t9mupa7Lx5oajHK6Kv5qYm6MfsgIkiZCMcpIwGlMYShAO441Ttxi6Z5WXVozhpWNHcQXj78skIhDuTprQ81Lpj5Oms84XnQ3JEwpx37p3uHfWbL4ydwG1ji4OWtpxBgLkarQsKS3j0orRg2pHupHKvk4Vmah52qRyfv7AKJ5/cy9Ot49508u59KIJp1ZqYPmF4zl2sp2N209gd9Tx9vsCMrkQ43SUiDRMfU2LdeApRM8HyoqyMerVnKiz4vYEKMwzcsPl0yjI7c5u+MRLOzlZH7/8ZLZZy42XT0ehSO4Cs2SUk4TVasVgiJ/Gcqio7rTxh10f0e52o1cqWVU5mcsqxlBr70xYtWZ6XgFfnbuA+UUlvFp1DBGRBoeDGnsn/nAYGd1OX/FodTn5255d7Glvwx0M4ArEvvlP0xlo8Ee/ie5pb+Xr69fxpxVX8OilV3LYaqGq08a8wmKKk/w7Gg6Go6/TjUzVXFFRwVc+vTTu+WMn2nlvy+nKQ92xxmloaQfB+DIDrdaz2+4aLtSq7u20/pzw5DKBKRMKWbl8Ei3tXXR2eRhbnouqV6hUp8MTV3Neto6fffMqSpI8SwbJKCeN7OzspN7f6vHw9fXrohJoHLVa+ePOj3AFA3iDsTPlLLWaL8+dD8DiUaUsHlUKdBeKeK+uho+am5mcm8sThw7ErQTlD4f53+GDeBLMwgGOeOIvi7uDQf646yP+feU1TM7NY3LuyKkwlOy+TkckzbG888HRhHmWz1dqGtOvYIZC3h2rLZcJFBeYuP+uJZQUGHn7/SPs2N+Azx9EELodu9y9vLRHl+Zw6eIJQHcmr6L82NBJs1FDTWPs0vXc6WXDYpBBMspJw+PxJLUQ/L8P7I3JaOUOBXGfsQfUnawPCnU6bqmcQnGcIhSyU0val1aMAWDxqDJWvfYSjjNmwjLo0yADFChV1PjiL3nVdtnp9Hl54uABmpwOLigu4ZpxE1CcQy3adCDZfZ2OSJpjGahHbn9xtulEtllFY3v6LGHL5QKPP/xJ9h5uRCGXM296WSRu+BPXzeGWq2fRanFiNmrYc6iRt94/jM8XorTYzN2rLug3xvi26+fy9CsfRmkuKTRx2/VzkqqrN5JRThJeb3IH8kArIuVqtXxuxiwuKR9NtqbvUmdtLhe/2bGVYzZbzJ60UpAREOMvbCtlskioU44icaECpUzGp996gzpHd2jJu3U1vFVzgj+vuCKhZ/b5QLL7Oh3JdM2hcJjV7x5ix4EGFHIZVy6r5PrLpvL+9mra+gjbUchlBFOd0HoQmA3d32e9Vo7Lk/oY7Ylj8jAZNCyZH+scum7TMV5ZcwCr3YVOo2LqxCJ+9NUrkctj/7aIosjhqjYaWjqZPXUU+Tndk5UxZTlcc/FEZAoddqeXvGw9d944j2yzLunaepCMcpJIdhznzIIC3q+vTbj/24NKJuf68ZX9zkY9gQD3v7eG6k5b3POCcMo1NA7XjB3Pe3U12P3+PuspKxAiBhkgJIrsbm3h1apjfGziJGxeD8GwSL5u+L4AQ0GmxexCZmi22lys3XQcvU7JisUTojT/+m8b2LqnhtCplJeHjrdw88oZfPmuJfzw9+/ENby52bpuz9/U27YB0xOn7PGlR6OXLIgfqdHY0sl/X9oRKSbidPmxbKvCpFfzmVPxxz24PX5+/Me1VNdb8HqDZJu1LJo7hns/uRCAygmjmTGtMrlC+uD8nZ6kOcmM49zR0sT+9jZManVU0QhZnFjdCpN5QMvDLxw/wokEBhnA30cs8fv1tbhP7WEnqqcM0OyJzaMbEkU2NdRx79q3+MQbr3Lb6le5++03qLV39tvmdCHTYnZh5Gt+Zc1+vv6z1/jfqzv5+9Nb+eqPXmHfwSoAahtt7DvSFDHIAC5PgPc2VzFlQiHjKnLj3tOoV8ctZJHO9MQph9Ngcq9QyFi5dHLccy+/cyCmulc4TNw85X99agsHj7fg9Xb/zbLZPby7+Ri7DzUCqR/b0kw5SWg0ycn48sjuHTx39DDOQLcDg1ouZ5TBwIXFpZhUKl6tPk6zy4lGrmBsVhY/WBSbdlIURf68ewebGxsRESkzmpAJwlknNujolYykY5BhVgBHOjqiSjBavR6+/cEG/nf19XFfNNKNZPV1OjOSNdsdXl5bd5COztNjsrndwaaddcybPYWDx1pwuGI9ku1OLx2dbvJyDBw90R5zXqNSDHr5usepqTeCAFkmbVLrM/dgdw7++5wsxlfkJgxH8vnj+7qE4rxN1DTEZvzyeoP869lt/PlHN6V8bEtGOUlotX3v354NXT4fb52sjhhkAF8ohD8U5guz5qBTKvn4pClsaW4kT6tjTkFhTKarui47n1/7Fm3u039wjnfaKNLro/aGz5a2OGFSfVGk0+OJ4ylea+9kT2sLY7KyaHe7CYbDjDFnoVUm3rNOFcno63RnJGveuruW9o5Yn42GFhftHS4mjslHr1PFeFqb9GqyzVruvGku1bUWWtpPO2LmZOmob7EPej85XkUoUYQux/Ds6dvsyfEmH1VkprElfjxwPOQygesvS1y45oqllWzeVRNnJSL29ydL8J7f2GJn/9EmKopTG+onLV8nCZst8VLw2XK0w0pzHAevFrcrshdsUqu5YvRY5hYWxRhkURT5zsb1UQa5h1aXizKjEfk5zkwnafUDus6sUjM9L5+bJ1YSiuNA5g+H+c2ObVz90nN8cvWr3PnW69z86gv8Y9/uc2pfMkhGX6c7I1lzlkkbd0ZWUaJDp1EyfnQek8YVRG0dqdUKFs0djUqpoKTAzM++uZJLFk1g9pQSrlhaSVGeMW64lFGvprwka9BtHK7459GjBvZ9HgwKhYzPf2Iho4oGFmKk1ym57rJpXDRvbMJrKscVoFLFelY73QG6nKdfYDzeALau+C80wVCY1esPp3xsSzPlJJGbG39f6VwoNhjIUqtjcldnqdUUxQl1OpOjtg6OJ9g3FoEFRSXcUjmFrU2N6JUKNjc2YvMPLnHAAXf/Rd41cgVGlYrjnTYOWy1xl6hVMllM7u5Wj4cnDuxHAIr0BpaVVWBMg3SPyejrdGcka543o5TSIjM1DdHfFREVBr0agO/ddylPv76bQ8dbUcgEll4wjsuXnHYOKsg18rW7TycZ+ebPX4/7LIfLh4iYtmFSVfX9f58HS0GOgVlTSvjt967jn89uZe2m431er5DLWTx3dJ/XNLbYo/b4e7DaXGzYWsX2vfW0WR243H66nIn/poXDqR/bklFOEg6HY8gzHpUaTczIK+CDxvrIoowMmF1QNCCP5Xq7nVCCb75aJuPSijHMLixiVeVk9rW3sampcdBtLFdrYjJ6nYk/FIyOsRbFqExiSpksUuf5TFyhIH/Z2z1bLjHs5rPTZ3Hd+ImDbudQkoy+TndGsma5TMZ3v3gpf3p8Ey3tXcjlMsZV5HHT5afHmVIh584b5w34nqVFZo6eiJ9P2enyI5cJCb+b0D2j9voCBILJ87iSy+DM1fWiXM2QZ/S6bMlEBEFAp1XxpbuW0NLuZP/R5oTX2x1eXnx7P9/94oqE12SZtOg0ypgiElqNgtfWHey3ulT3tUouXzIx5WNbWr5OEskqAv+rZZewqnIyk3NymZKbx62TpvKTi5YN6LN9zXrnFhYxq6AQ6M6d/dOtm7CfRTUpk7z/97x4f1Z6H+vJsd0fTU4n/9i3B0eSftcDJVl9nc6MdM3FBSZ+/sBV/OWnH+PRn9zMt++9hPA5VDO7+5YFjCvPTbif2bMcLZcJMdfk5eh5+HvXMnvqqEE/Vy4TWLFo/ICujbfdbdAN/bzt/W0nCIdPl1v9vy9fxsplk5gwOg+tJv7zvHFKLvYmy6Sl8owtBQCzQdtn3HgPSqWMK5ZWMm96WcrHtjRTThLJiuNUyeU8uGDhWX02EMehCrqzflV3dnL1i8+Sr9dxYfEoTnR2ntUz+opTTgZNLifv1dVwfQpny5kQs3smmaJZrTr9J/JcNJsMGn79nWt5/d2DPPXa7j68hUVUKjkGrQqvP0hulo4v3LaY4gIzn7p5PvuPNOPxDaxyk0wmMGF0HnsONZ11u/urpywTBMKDXHe3dDhpae+KpK3UqJV88Y7FADz6xIe89f6RmM9Ujs3v977f/Mxy/qbfwpHqNsKiyJjSHLQaJe9sPNrn53RaJV/+1BIWz+3OaJjqsS0Z5STR0tJCRUVFqpsRxebm+MvRItB6KiSp1eOmqqPjrMOjFhmzeLvT2v+FZ0FPytDeyAUBfYo9stOxr5ONpHnwKJVybrpyBgePt7J9b13C6/z+ELaAB1EEf8DB/17bxY/GXkFZSTY/+cZKvvubN/H3U3wBYNHsCvYcbsJ5Dvm4Z1Zm8eGe+N/nLJMGROgcpCe4Rq3AoFez51Ajr607iN8fZOK4Am69ZhZ33TyfqloLJ+qthEIiCoWMyjH53Hj5dDZsrWL3oUYqx+Rz2UWVMSkzlUo59995UdSxo9VtbProZEzZTK1GidmowWTQcO2KKRGDDKkf25JRThLpGDLiHOCyjPccwqLaBxkSNRBkQJFeT5fPj/OMOOhstZplpeVD/szBkI59nWwkzWfPNz67jN//ayPVdVasNldcT+qeyWcwGObgsRZeeGsvt10/l8qxBfz629fy35d2cKiqNWYPtQejXo0vEBywQe5eNhcInLGG3dFHSJRSqcDrHfz3fcKYfLbuqeWxFz6K1Dbee6SZI1Wt/PQbV/HQt69l/dbjHKluZ+bkYubPLOPHf1jLkeo2gqEwG7ZWseaDY/zk6ysxGtR9PqtyXAEL51SweWcN7lO/q+ICEw98djkTxsSffad6bEtGOUmkWxF4TyAQU8AiGdj7KVgxEM6cEYeBpgS5vjUKZcoTjKRbXw8HkuazR6dR8d37LsXrC/Cv57ax5oOj/WbM6p2MZGx5Lj/86hXc/4OXqG2MH02RZdJyqCq+Y9mZyOUCH7tyBgqlvNt4efy4PX4cLj9OT+Lv87iyHJraunC4og2z0aBi9uRRVNdZGV2ag9vjp7ndgVzePev9wu2LePBXqyMGubfG7XtruXD2aC67qJLLLur2Zn/m9d0cOHY6y1Y4DNV1Vv7zwna+/KnY5Ehn8uVPLeHSiyby7ofHyc/Rc+2KqREv+h5EUeSVtQfYtqeOHKOcwoJcbrt+btJrJ8dDMspJwm63k5WVlepmRHh0z66YUKqhIEutJl+j5fiptJjjNTqqvGefaUgpyMjSaJBxekm9L5x+Py0uF6OMxrN+5rmSbn09HEiazx2NWsm9n1yEPxDi4LEWPN4A/kAIb5w9Y60mdotGEafQAkBBrp6WdgeBYP9L3MX5Ru5edQEXzulerr31mtkAOF0+fvrnteSbRepbPJiNGmSCgC8QJBAIIQgCx2staNRKDHo1zlMZzlRKOfNnlPO1u6OdT0VRjORNCARDOJyxS97+QIj9R1u4cPboqONHqlvjtr2+ubNffdDtTDZ1QhFTJyTeK/7rU1tY+8ExAsEQi2fl8uLb+6hv7uT/3X/ZgJ4xlEhGOUnk5aVXveAjtuTs83oCQY77OiM/73Wd22w8IIZp97hjvCgToVMqyUpxWrx06+vhQNI8NMjlMr529zLcXj9Ol4+TdR384bEPotJ4Zpk03Hzl9JjPzpoyiprGjqj43JwsHWqVkkCw/ypyo0uz+d3/uyHubNCgV/PLB6/haHUjSxaGmDKhEJ1GxQO/eJ1jJ7tn7VZb90tzWXEWs6eUEAiGWTJ/DEvmxyb56J3ISCGXYTRoYrKmqZRypk6MNZxaTfwVCo1qaMyX2+Nn5/76yEvM0RoHogiHjrdS39xJWXHWkDxnoEghUUnCbh94CrnhQCPvu47o2eI7I0xkvHZoKjwNxNFMLgjMKypOuaNXuvX1cCBpHlp0GhUFuUYumF3Bp1bNZ8LoPArzDFSOzefe2xYxcUxBzGfuvGkely2eSFG+kSyThjFlOdxzywUD9obWaVT9Ls8atQILZpZj0Klp73DSYol96W7vcHLjFdP53n2XsnTBuJhMgmciCAJXLp2EQR9tbHVaJZPHxeq85eqZZJuj93mNehVXXxK/OMVgae9wRS2llxd1/w1zuHycrE/OZKYvpJlykggE0ieRO8CqiZM5YGmnK8kxeHrZ0Bl/jVyOKIr4Tm24lRtNVJhMtLhcyGUy5hcV86XZA0/gkCzSra+HA0lz8rj8okouv6j/0oEymcB9d16Ezx/E5faTZdIikwm8t/l4v3ml5TKBGZOL+31Gb81ujx9/nFAuny8Ysz98JqIo8sZ7h9i8s4ZQKMzEsfnccPl0nn19dyQhSmeXl//38Fv86tvXYNCd3vMdU5bL/Xcu5vk399HZ5cGoV3Pl8kkxy9xnS2GekSyzNuIIptV0/w3LMmmZNK5wSJ4xGCSjnCRSHet2JkvLyrl/9jyeO3KYGoedYJJqsQ1lnPKM/EJuqZzM+roayk1mbp00BYNKRVgUefrwQT5sbOAr763hyjHjuGbchCF77mBJt74eDiTN6YNapYiKp/78Jxfy0z+vpa6pE+jOapVj1uEPhGjvcJFt1jK9sphbr53d7717ay4flU1BrpG6pmjnMpVKztvvH8Fs0jCuPP4S/7+f386b6w9HCkYcrm6Lm1q0rqmTF97cx6c+Nj/q+IKZFSyYmZwwJY1awfILxvHKmgO4vQH2Hu1EqZQxd3opBbnDn9lLMspJItWxbvG4eeIktjU3UWWP/lIJp/4bCjN9LnHKvb2uR5vMPDD/QsZmZXFxefTv8f8+fJ+1NTUETxWy2N3WRlWnja/OXXAOLT970rGvk42kOX3RqBVkm3V0dLoJhcJUlOTw/77U7bBU12SjON9EXs7ACk301iyXybjr5rn845ltURWwfP4QW3bXcri6lc99YmHMnrLPH2TbnrqYCk6JVtkbWjsHqHTo+MR1cxg/Op+33z9CRaGCklGjWLEoNS/6STfKgiBcCfwBkAP/FEXxl8l+Zjqg1w99dZWhoM7RFXNM5HQcsOss6iH3pnmQBSx6M7+4hDKDkVKjiY9NnIQuzl5xs9PJtuamiEEG8IaCrK+r5bMzZqdkfzld+zqZSJrTE1EU+dkj70bl2T5yoo1f/uVdfvGtq5leWRy5rr+9X4jVvGBmBVMnFPPYix+xdtPRKCezzi4vL7+zP8Yod3Z54lbISkRZUdaArx1K5s8oY/6MMiwWS0odGZNqlAVBkAOPAJcBDcBHgiC8JorioWQ+Nx2QJ8mx6lxRJ9jzNShVfHfBIr60fu053d8XpwzjQDnWYcXtDzA9vyCuQQY4ZLXQ4Y0Np+jwemhyOpiQnXPWzz9b0rWvk4mkOT2pabDFLC8D1DbZaGrtYueBetZ9eByny0eWScNNV86IymZ1JvE063UqlApZ3KpMnV0eQqEw8l7hWrlZesxGTVQJxURUjMrm5pUz+r0umaS6n5Ptfb0AqBJF8YQoin7gGeD6JD8zLejqip2RpgPLy8rjhhtZPB5+sHnjOd9/tPrss+F0+nwcsLbzux3beK+2Ju41k3NzyYkTApWt0VA8gPKVySBd+zqZSJrTE6fbh88fu9rl8wXZtOME/3tlFyfqrLRZnRw7aeFv/9tCdZ0l4f0SaZ44Jj9unLRep0Z2RkUNhULGpRdNRK+LH9qkUsmZMqGQK5ZW8rNvXhXl5JUKUt3PyTbKo4D6Xj83nDo24snP7z+Beiq4eux4VHHeBG0+Lx1DkFxkl+vcB7Td7+e5Y4fjnisxGJlfVIKi19KbRi5nWWkFhhRlmUrXvk4mkub0pHJsPsX5ppjjhXlG9hxqjMkBbevy8MKb+xLeL5HmJfPHMrY8uu6wTqNkxaLxcZfFb7piOt/5wgomjM5D2SsMy2zU8PGrZ/GrB6/h/jsvwmxMbc4BSH0/J3tPOd6kLGrNo62tjXvuuQeFQkEoFOKmm27ivvvuo6WlBb1ej1wup6uri/z8fDo6OhBFkfz8fFpbWyM1L51OJ4WFhbS3tyMIAjk5ObS3t2MymQiFQrhcLoqKimhpaUGpVGI2m7FYLJjNZvx+Px6PJ3JepVJhNBqxWq1kZ2fj8Xjwer2R8xqNBq1Wi81mIzc3F4fDgd/vj5zXarWoVCrq6+sZO3YsdrudQCAQOZ9qTXKdljk6A2a5gs2OThYZs+gIBrAE/EzU6jngdlKu1mDqdb4rHGRMbh5WWyd7XQ7Ga3XoZfLI+Wa/D58YZrRaixIBZziEQhDY6epigcFMva972apMrWG7085cvYmgKHLQ42SO3kSNz4NakFGsUkfuGfT6eWDNW8w3ZXHRuPFsqqvB7nThUCu5vbiU+XoDH3VYKRLkBNRKLjJn8dL2rRzwebnIlMXkwiL0Ol2//WS328nLyzunfgqHwygUirQZe0Ohqb+x17MnOZI09ddPPZrTXdMnrp7C+9urUClE9h7tZPHsAmZPLefdLbUsnpVLXYsbg1ZBjlnF3qOdFOdAc3NzXE09muNpuvfj01i3pRGlzIvXLzKtchRjRhlwuVxxNZUXafnKHbNQaYxs23mUUDjMnBkTkIkerFZr2vwt79GczH7q02iKgyy7NRgEQVgI/FAUxStO/fwdAFEUf9FzzZYtW8RJkyYlrQ2por6+nrKyslQ3I4bHDuzjT7t3xBxXy+QxiUB6kAFZGg1dPh/BfsbLZeYc1to7hqKpEfQKZZQDWqnByMPLV/Cv/XvZ3tJEp88X5bmtlMmYW1jEHy65HIUs+flx0rWvk4mkOb3pcnpZt+kYcrmMFYsmYNCr+eNjH7B207Go6wQB7rp5HjdfOTPufc4nzUPFcGjetWvXzhUrVsRNspDsmfJHwARBEMYAjcCtwCeT/My0INVLIIk4botvMPN1Wjo8XtxxCkqEIa5zVTx2DsHy9Zmc6RHe4HTwnQ82UNfVFfHC7v2qEAiH2dHSwuoTVcNSZzld+zqZSJrTG5Oh24mrN3ffsoCahg5O1HcQCoVRKeVMHl/AdZdOS3if80nzUJFqzUmdRoiiGATuB94BDgPPiaJ4MJnPTBdaW+MnUU81C4pLUAix3V6gM3DDhP6zCCn7mXkuMJjPum2DocXljAqLOpOgGGZzY8OwtCVd+zqZSJrPPww6NQ99+1ruv3MxVy2fxDc/t5wff20lSkVib+PzXfPZkGrNSY9TFkXxTeDNZD8n3ejZT0g3rh47nterj7OnrTUyuyzQ6bh35mzGmLN46fgRvKHE1WUC/WQC69k/PhvkgoAoigNKYqKUyYG+y0QW6IYmD3d/pGtfJxNJ8/mJQiHj0sUTuXTxwFaQRoLmwZJqzVJGrwxDIZPxyKVX8NShg+xua8EVCKKUy3ju6GGKdPo+DXIyUclk+AeY+jNHo+Gm8ZU8c/QQzgT5iEcZjNw1LbXxjhISEhKDRTLKScLpdJKbm9v/hSlALVcwNS+fJw4fwN4rDEoxgAw//VGm1nDQ03/ZuB4EIEejxTrAGsxlBiPfmH8hS0rLUCkUvHmiCpvXgyAIyAUZBqWSAr2eL8+ZT94QVazqj3Tu62Qhac4MJM3Dj2SUk0Rh4fBXFxkoP/jwfd44UR1zvD/P6oGw3Tm48naLSko5bE2cvOBMZhYUsqS02zPynukzuWPKNNrcLvK0OjSK1AzndO7rZCFpzgwkzcOPVE85SbS3t6e6CXE5YrWwpuZk0u4/Vx+buCARCkHgi7PnYlYPLIOPUibjguKSqGMquZxSoyllBhnSt6+TiaQ5M5A0Dz+SUU4SA0n2ngrePnliwHu3Z8NgZtvjsrKpzM7hitFj0Q3AqE7Ly+fy0WP7vW64Sde+TiaS5sxA0jz8SMvXSaK/rC3DjSiKPHZgH2vrkjdLBjjocQ74Wk8gwEl7J5+dOZsivYHVJ46zo7WFeGZ9am4ej1x6xbAkAxks6dbXw4GkOTOQNA8/6fcXboSQ6iWQM3l0zy7+sX8PLa6BO2GdDXMGsXxd53Twoy2bALh2/AS+d+FFcfOyAiwsGYVanp7vkOnW18OBpDkzkDQPP5JRThIm08CNU7IRRZH3G2rxDUO4U41vYF7UPTQ6HLS4umfXbR5Xwhjl+YXF59iy5JFOfT1cSJozA0nz8CMZ5SQRSlG8bzyCokiXL36R8YtLy3lo6cWYh6jCkjpOtrC+EBGRCzJaXE5kCBTGCWNSy2RMzUvfdH/p1NfDhaQ5M5A0Dz+SUU4SriQvEw8GpUxGOEFKyma3ixUVY3jrY7fy/y5YjPIcnRyKVYOrhdrp83HL6y9zwysvcN+779ARJyNYUBTZ2tx0Tu1KJunU18OFpDkzkDQPP5JRThJFRUWpbkIUowzGuMd7TLBaruDGiZXIz9GRarOjc9Cf6fL7CITD+EKhuGk8Q6LI2ydj46rThXTr6+FA0pwZSJqHH8koJ4mWlpZUNyGKhSWlcY/narVRP8sHufx8JouMWef0+UTolMqk3HcoSLe+Hg4kzZmBpHn4SU931hGAMs2MyB1TprG+voZjNlvkWL5WyxdnzeXpwwfZ2tyIVqFEjBuQNHBcCWoynwtyQeCuqdOH/L5DRbr19XAgac4MJM3Dj2SUk4TZPDwlDAdKIBwmEIpeGhaBX2zbzCGrhdAQpNgEqPK4h+Q+vcnX6Rhtzhry+w4V6dbXw4GkOTOQNA8/0vJ1krBYBp7P+Vw4bGnnnZoTWD19hyL958BeTnZF56W2eDwctLQPmUEGmKmPv3fdQ4FWhzxhNHJ85hSk977WcPV1OiFpzgwkzcOPNFNOEsl+23IFAnxt/VqOdFhxBQIU6HRcOXocX5k7P+71tV1dcY8PdcLNKm/imbJeoUQuExAEiLdKPtacxZyCIjbU12LxetApFFTm5PLggoVD3MqhJdVv1qlA0pwZSJqHH8koJwm/P35c8FDx0PbN7Gw97ZDQ5nbz0vEjLC0tY3Zh7MyywhR/oCWwj2eN+YysW1kqNQU6HUFRpMHRRXOCcIMcjYYHFyxkXlExd0+fydbmRipMZmbmF6Q8F21/JLuv0xFJc2YgaR5+JKOcJDz9LCefK0c7OmKOOQMBXjx2JK5Rvnv6DD5srKfa3hk5ZlKp8QYDQ1qgokyjJSc3F384xLKyCq4ZOx65TMYX1r7FiV7P7kErlzMxJ5dPTp7KvKLurF2Fej3Xj584ZG1KNsnu63RE0pwZSJqHH8koJ4lkx7rJEsQTK+XyuMeNKjV/u3wlj+zZSX2Xg2aXg2anc8iXr9/rtLLcbOaXiy+JOh4Mx5+PT88v4I8rrsATCCCKYtrPiuOR6rjGVCBpzgwkzcOP5OiVJJId6za3oDCm83I0Gm6fMi3hZ7I1Wv7fhRdRqNPRmASDDN1xyqtPVvGpt17ngKUtcnxWQUFc9649bW1c99Jz3PL6y9y2+jXeqanGFQjww80fcNvqV7nrzdf5x77diEPojDbUpDquMRVImjMDSfPwI82Uk4RqiHJJJ+LLcxfQ4fWyp60VZ8BPvk7PrZMmMy4ru8/PNbuc55SyUiEIfdZM7goFCYki+y3tfH/TRp66+nq0SiWfmzGbwx1WtjY1Ru1h+8Mh2k6FUbV73Dz80Tb+e/AARzqskWuO2qx0eL1p6/CV7L4+G9rrrex4ey8l4wqZvnxywpWVsyUdNScbSXNmkGrNklFOEkZj36FB54pSJuNnS5Zj9/no8HooNRgTLl335pDFgtWbeM+k3GCkzuk463bV9cpdXe/o4vUTx7mlcgpKuZzPz5jNtjOM8plYvV46fb6oY4FwmC2NDXiDQTSK9Buyye7rwfKf7zzD5ld2YG/rQqVRUj5lFN959ssYcwxD9ox00zwcSJozg1Rrlpavk4TVau3/oiHArFYzxpw1IIMMUJmTQ7ZaE/fcGLOZf155DaUJ8mQDfc6SAabpTv/hFwGb97SR1igUaAeQLSde3LQzEMB+hrFOF4arrwfCoc3H2PDMFuxt3SFwfm+Aql01fH3xD3nwkp/y05t/x+Etx8/5OemkebiQNGcGqdacftOOEUJ2dt/LyKmi1GhiXlEx79XVxBi/Dq+XNTUn+NKcefzfpo34ziJl5hHP6ZCnXI2Wa8dO4Lmjh3m/vg5EkSy1GlcgkPDzSkClUOIKRl+Tq9WSd0ae7nQh2X1ds7+eJ374AtZGG1qjhqWrLmDl51bEvfa9Jzfh6YpdCbG3dUUMdcORZh548ouMmz36rNuUruM7mUiaM4NUa5Zmykki1W71ffGzi5bxyUlTUJzh6Wz3+Xjx+FGWlVXw24tXcDY7KwXK7k/labWsqpzE3/ft4bc7trG1uZGtLU20u9wUaHXkabTkajToFIrIm6FJpWLF6LGsKB+NutfMP0et4ROTpp5zBatkkcy+7rI4ePjTf2X/hsM0HW+helcNz/z8Vd7+x3vxPzAA7/WOlk5efHj1ObUrncd3spA0Zwap1izNlJOE1xtbFzhdkMtkVJiz4i5Fd3jctLqcXFhSyl3TZ/HmySqanU6yNBqm5xXQ4nJy1BYbI93DOIORCydMZOXYcQDc8eZrUeUY/WIYhUzGI5degUGpIkuj4YOGOo7aOlg2qpzK3FxEUWRpWTlvnqxCI1dwx5RpTMzJHfpfxBCRzL5+9U/v0HqyPeqYx+Fl4/PbuPKzp8PORFHk3w8+zd53Dwzovq7Oc8tRns7jO1lImjODVGuWjHKSSHWsW18cslp4pepY3GxeBpWaXE33MvG9s+Zw25RpVNk6KDIYOGK18tD2LTH3kwsCeVoty0rL+dz0WZh0OgA2NdZjifPWafV6cAUClJ/KMrasrIJlZRWR84IgcHF5BReXV8R8Nh1JZl9bGuO/AHld0fvrH725hw1Pb8bnjs5GJFfKCQVityEKKvLOqV3pPL6ThaQ5M0i15vRcDxwBpDrWDcATDPLPfXv46ntr+fGWTTS7nNR1dfHA++9ywNIeY5CVMhmLSkZFOWMZVSpmFxZRqNPzt727IuFLvQmJIoFwmE6fjzX79kacu8ZlZUcMfG/8oRDf2LCOr723lqZz8PROF5LZ1/Mun4FCFevEl1cave+18bmtMQYZoLSymPIpo6KOjZpYzCf+343n1K50GN/DjaQ5M0i1ZmmmnCQ0mvgezsOFLxTkC2vfYr/l9NLnR81NjDaZaYmTf9qoVHLn1Bl8etqMuPdrcjpodcfPWw2nnMRqT9JpMPFEcwO/WLKcKXn5LCguZm1NDUHx9BK2CLS63bS63dSts/P4VddhOI/jIZPZ14tvXsAHL2zj4KajBHxBAIrHF/Kpn3486jqZPP77tVqj4rvPf5lX/vA2u9YewNnhRK1T8fxDr3Pnj1ehNZ5d21M9vlOBpDkzSLVmaaacJLQp9hR+4egRDlqi9yKbXE4OWuOXJRublc3d02dGpbl0+v3sbWul1eXCpFKjVfQfztQW8NPgdPDzrZsB+PHiZdw3ew7ZanXc62scXTxz5NBAZaUlyexrmVzGt5/+Evc98mnmrZzJ2NkVjJ8zBr832jt95WcvRp+lizomV8iZvnwyOpMOlUZFa007Hc2dnNhTy7v//YCfrfoD4bPMe57q8Z0KJM2ZQao1SzPlJGGz2TCZTCl7/r72trhpNBP55hbpoxNL/G3vLlafqKLZ5SJbrWFWQSFTcvP6nC0DTNLqqfF5OWyz8pX31vDw8ku5c+oM3qk5iS1BnPHJrs7+BaUxye5rmVxG0B/ixJ7abqO6u5bd6/Zzxd3L+fh3rgdg8sKJXP/lK1j/1GZsLXYM2TqmL5nMqgevxdrYwfvPbsF3xj70yf117HpnH/NWzoo6/v6zW3jviU143T4KyvP41M9vIbckZ1g1pyOS5swg1Zolo5wkcnNT6y1clmBQlZvMFIZCHLWdDpAfbTLzlTnzIj/vaGnmqcMHcZ6KJ7Z6Payvq+GWyslcO3YCe9tbsXg8CIio5ApsvbJ4HXA7I//e1NjAP/ft4d5Zc9AmyMQlAEtGlZ2L1JST7L4OBUO88se36WjujBxzdrjY8NRmVn72Ekx5RkRRZOKCcRhzDBSNLaBiaikKhZxffeLPnNhbh90SW0874A1Qvbs2yiiv/c/7PPWTl3DZux30Tu6t4+j2am7/4c0sunEeCqViWDSnI5LmzCDVmiWjnCQcDgcGw9ClNRwsd06Zzvq6Wmq67JFjWWo1t02ZyqKSUp48dIBjtg5KjUY+NW0GWb2yfL1w7EjEIPcQBvZb2vnvVddFHXcHAtz+5mvUnnpOuVpDg//0jGxd7UnunTWHq8eO53CHFW8wGPX56Xn5XFYxZqhkp4Rk93XryXY6mmwxx61NNl778xquve8yHrrjUeoONuBz+8kpyWb5JxfRdLyF3esSh0jpTBpmXTo16tj6pz6MGOQeOlvtPPLF//DqH97ma//5PKUTi1M+vlOBpDkzSLVmySgniVQXyjap1fxpxeX8fudHtLic6JRKPjlpCktPhR59bubshJ9NVJEp3lGdUskvLlrGbW++hgiY5NFDqscI3zihEk8gyCvVR2lxulDIBK4eO56vzF2QtklBBkqy+9qYa0Br0OCOk6nrjUfXsPax9/E4Tq9WdDTZWPPvDQT9wZjre5Ar5ExZXEnlgvFRx880yD2Iokj9kSb+8fUn+dEbD6R8fKcCSXNmkGrNklFOEqmOdQMoMRh5aNkl/V94BqsqJ7G1uTFqtiwDZuUXxL1+Yk4uJQYDjU4nmx2dUeeuGDMu8u9PTpnKJ6dMZaSR7L425hiYOH8sW17bGfNmFA6JUQa5B2eHK2FyL0OOnlu/cz2X3rU05lxWoZnm6taEbWmtteDu8qTF+B5uJM2ZQao1n99TlDQm1bFu58K8ohJuqZxCid6AjO4c1svKKvjynPlxrxcEgW/MuwCdQsEiY1bkeIXRxP2z5w5Po1PIcPT1/X+5m0vvXIK5YOAOKIIsvlWee9l0Lr97edwwquWfWIhSnfhdXaGQo1DKz+vxfbZImjODVGuWZspJItVu9efKfbPncufUaVTZbBQZDBTr+95jWVZWwVNX38Ab+/awUKvmyjHjuHrs+KgQq/OV9norL//uLRw2JwtWzmLxxxZE1Scejr5WqpV87rd3MHp6Of/85v/6vT6nOAtjroHaAw1RxxUqBRfftjjmeqfNxUN3PELtgYZIPHRcBPB5/Of9+D4bJM2ZQao1S0Y5SaS6UPZQYFSpmV048KWcMpOJT0ybQVZWVvIaNczs23CIv3z5cayN3Y5WO9/ey5bXdvLAE1+MvHAMZ18vXXUBbzy6lpYTbVHHc4qzkMlleJ1eckqyufGrK8kpzuLP9/2H9rpuT3uVVsncK2YwedHEmPv+9SuPc2RLVb/Pb6u18OMbf8sDz9w7NILOI0bCd3qwSJqHH8koJwm73T6ijNNAGWm6n/vlaxGDDBD0hziw8Qj73z/MjOVTgKHVvO2NXax7fCMBX5AJc8ew6sHrUGlOJ23RGDR84Q938tj/ew5LQwcqtYKK6eV85W+fIRQK4exwUVCRF1ma/ulbD/Lan9fQ2WZn8U0LmHvFjMjLRCgYoqmqFWO2nrrDTQNuY+2BBnZu2MvKT1w2JJrPF0ba2B4IkubhRzLKSSIv79wS/p+vjCTd4XAYW0tnzHGvy8f21bsjRnmoNL/+6Bpe/M1q3Kc8oA99eIzq3bV8/+WvRW0DTF40kV+++z0sDR1o9GqMOae3FgxZ+si/Q8EQ7/xrA8d3ngSgatdJ5lw2HUEusPmlj3jh4dVYG7vvEc+zG0AmFwiHYv3uT25vgE/0r2n1X9ex6YXteJ1eckflcMdPPkbFlNIB/T7SjZE0tgeKpHn4SZpRFgThh8BngZ5cj98VRfHNZD0v3bDb7ej1+v4vHGEk0i2KIlavB4NShSZBIpF0QyaToTXG7i/J5ALlvQzLUPR1OBxmw1NbIga5h+M7T7J/w2FmXDwl6rggCOSX9Z3k4E9f+DdbX90RMapVu07SWtPOnT9exRM/fCGyAhDPexu6l8Tzy3I5ur065lzFrJJ+Na3+6zqe/cWreJ3dceuNx1t4+M6/8rM13456kQDY8uoONjyzBTEssuiGeSy7dWHa+SNk4nda0jz8JPuv4+9EUfxNkp+RlgTOSL6RKfTW3epy8vNtmznaYcXu8yEIAnkaLXOLivnehYtRnAfxyYtunE9bjQWv+3RClLJJo7j4k4siP59NX7vsbp5/6HUaj7Vgzjdy9RcvxdkZm8LU5/ZxZNvxGKN8JuFwmD3vHqD1pIX5V89CJggc+vBo1Cw3HAxz6MNjvPS7N6OW5HuQK7urUYkhkZxRWXz8O9eTV5LNH+/9d9SKgc6oIRQO4+x0Rc3Mz6R7hhyd2rPlZBuvP7KWT37/dJWqJ3/4Iu/8ez0+V3d86MFNRzm+4wSfffj2PjUPN5n4nZY0Dz/nx5TlPCTVsW6pokd3MBzmq+vXccwWXQ+40eWkufo4WoWSby24MBVNHBQ3ff0q1DoVW17Zgc/jp3hMAZ/+5a0o1af3eQfb1+4uDz+87jdRntGHPjyGRhfrYKIxqJmyeFLc+wR8AXweP+se/4AXf/NGpHTj879+nRnLJmNvjy2LaW930GWJXy6zd91ld5cHV6ebZR9fyIP/+yLPP/Q6Bz88htfpw+3w8vLP3+a9v23m/734VfJGxZ+xe13xZ+Dt9aeLori73Gx9bWfEIEN3+s+d7+xj1bfsZBWa494jFWTid1rSPPwk2yjfLwjCncAO4BuiKMa8nre1tXHPPfegUCgIhULcdNNN3HfffbS0tKDX65HL5XR1dZGfn09HRweiKJKfn09ra2skFZrT6aSwsJD29nYEQSAnJ4f29nZMJhOhUAiXy0VRUREtLS0olUrMZjMWiwWz2Yzf78fj8UTOq1QqjEYjVquV7OxsPB4PXq83cl6j0aDVarHZbOTm5uJwOPD7/ZHzWq0WlUpFXV0d48aNw263EwgEIufPZ012u528vLw+NQUCATQaDVW2DjqdTq7MyqX+VG7sMrWG7U47c/Umwp2duN3u80LTxXcuYuY1k6L6KWwNRfopGAyiUqkG3E8bXt1EkAATl44hu8TEgTXHGHdRGSq1EqVRQfGkfGr3NJE9ysSEBWMYP7+C2traiKYOawcbHttKp82OTAG7Xz/ErOsmY2vqwtXhpnRaETV767nglpmIiBxYc4xpl0/EUmtDZ9Ry8ecX0ljdTO7YLORKGUc3nmTKJeNpq+720i4Yl8uh96qor6+nvq6eookFTFs5kfY2K0qNgryKbJRaBQFPkH//8H8Ulxez5I75ZGVlRfXT3Jumkr3bSGuVlbHzy6jd00ReeRbzPjYNn89HS0sL9lYnKpOCC26dyYmP6ikcn4s+W8eBNcc4duQ4o4XyAfdTsr9PoVAIuVw+rGMv1X8jejSPJE399VOP5mRq6gshUUrFgSAIwjog3mvF94CtgIXuHEQ/AYpFUbz7zAu3bNkiTpoUfyZwPmOxWFLuMJAKenT/9+A+/rBrR8LrKkxmXrr+5mFsWfIYbF//6rZH2Pn23pjjY2dVcOt3r+ftf64n4Asw6cIJ3PjVlShU0e/O/37wadb8Z0NcB6zeGHMNuLvchALd9cI0BjWXf3o5t//wZl778zu8868NtNdZEWQCYjj2XqY8Iw9t+D45xVn84uN/jMqjPW5hOdVb6gCQKWRcdtdSbvvBzex8ey8KpZw5V8yg+UQbD9/1F5qru8O3lBol05dM4ltP3ReJ83Z0OPnW8p9ibYxeUTHnm/jFuu+QV5o+BREy8TstaU4Ou3bt2rlixYp58c6d00xZFMVLB3KdIAj/AN44l2edb8jl8lQ3ISX06L6kfDRPHDpAhzf+EmbFCCoHF6+vrY02Vv91HV63jyvuWR7lcVxQHt/QGLL1zFoxjbEzK/jXt55i+xu72b32APNWzuTGr61EEAT2bzjE+qc292uQARzW7opdSo2Ssspibv7mNQQDQZ7/1essuGY2K+5Ywh8+90/2JChaYcjSYcrtfts35kY7ZgW8pxOMhINhtr+5m73rD9Fysg2ZTKBobCGf/90d/Oyd7/D6o2tpr7Mw/6pZXHDtnKjEK8YcAzMvnsLG57cQ9HWvPsgUMqYuqUwrgwyZ+Z2WNA8/yfS+LhZFsfnUjzcCicvVjEC6urrIzs5OdTOGnR7dpUYTV44ZxxvVx+nqleBdTneu7O9dGJtV6nzlzL7e/MpHPPH9F7Cequy07bWdXPmZi1n1YHeFrZu/cTV73jtIc9XpHNNKjZIJc0cT8Af42S1/4OTeusi5ukMNeF1eJl84gUe/9Dg+d/y61IkIeAN4nD5e+PXr1B9pIugP8ebf32XelTOx9SoH2RuZXMYF182NzNJXfetaDm0+hqW+e0ZbXJlP3e7Tsc32dgfhYHelsHBIpOl4C7+49Y+UTiqhsCKP23/4MXJL4n8fPv/7OyiZUMiud/YjIjJtyWRu/sZVg9I4HGTid1rSPPyc0/J1nzcWhCeAWXQvX9cAn+9lpCOM1OVrt9uNTqdLdTOGnTN1H7K08+Lxo8gFgVytjkk5OVw0qiztK0OJosiJPbW47G4mXTAelTZxlp/emsOhMN9a/hPqDjVGXZM7Kptfvvs9zPndKwRt9Rb+/rUnOfThsUg1J6VawaiJxdQfbSLkD0V9ftTEYsz5Bg59ePys9MjkMsKhcNQxlVaFKdeApaEj5voJ88bws3e+E3Xs+Yde58WHVxMOhskaZaKzMbZGcyJKK4v5yVsPojfr8HsDfPjSduztDi762AK6LA42v7yDknGFLLnlgignunQiE7/TkubkkLTl674QRfGOZN37fKCjoyPjBjPE6p6Sl8+UvPwUtmjwWJs6+M1df6XhSBN+b4CiMQXc+LUrObKtmuM7TiKKIqOnlfKZX9+GzqSN0txWa4lf+7jRxr4Nh1iyqtvjvKAsj3AwHFVeMeALUneoMcZ4AjRVtdBWl/jrKlfK0Zu1zFs5ky0v78Dj7H827ff445bp1Ju13PXTW6KOPfa953j7H+9Gls3HzCtld+MhoDueucvq7LNUZMPRZl770zssumk+v7/n7zRXtxIOiTz/0OsgdnuSy+QCb/7tXR585n7y02zpGjLzOy1pHn7Se7pyHpOsFYh0ZyTofuSL/6F6Vw0+tx8xLNJc3co/H3iK957YRP3hRhqONLHphe38+o5HgWjNhmw9ar065p5qnYrc0tNel36Pn7Y6S8x14VA4Ei/cGzEsEvAmjp8MBUJ0WZys/99m/J7Y69Rxwq0Api2dTOWF49EYutucU5zFpXctY+L80yU3uyyOqCQkAHLl6T8d1953GaWVxQnb1kNTdSv/euApGo+1RO4V8AYI+LrbGw6J1B1uHFDBjVQwEsb2YJE0Dz+SUU4S+fnn1+xwqDjfdbu7PDRVt8Ucj2foTu6ro+5wY5RmQ7aeifPGwhnJqMonj2LyhRMQRZH/fv95vrnsx3GXjQFGjS9ClqDsYn+IYZHQqZm2IBMoqMjjwmvncMXdy2JKMuYUZ7H4pnmMmVbG4pvm89nf3MZP33qQWSumcmzHCcLhcERnxxl7z0c3noz822X38NV/fo6J88dizjciV8VxlBGgYmop7XFeRM6ktaa932tSwfk+ts8GSfPwIyUPSRKtra1UVFSkuhnDzvmuWyYTGKg9dHd5aK+zIuqCUZrv/8vdaI0ajn10glAwTGllMZ///R0IgsDqv65jzb834E8w6y0aV8CPVj/Aj2/8bZSz15mYcg34vX68vZJunIkYFrn808u47ktXIIoiAX+I3Wv343H6yC4yk1eaw58+/y8cHd2ZxHYU7OXl379FR0snCoWc4glFfOXvn0GpVqLWq6ISfEy5ZDzbnukO69Jn6SgZX8hP3/42HU02ag828Pdv/g9rr5eOcbNHs/IzF/P+01v6/b2qNOlZmeh8H9tng6R5+JGMcpLoCRzPNM533RqDhlGTSrCckYZSrpRHZbyC7tCmSReOxxuMzletVCu59w93RR3zuX289Ns3eePRtQkNMgAieJxeFlw1q0+jPP+qWdQebKBqV02fevZvPEw4LNJU1cKF187hth/chM/tx9np4vtX/ipikAHsbaczffmDYWr31/ODqx9CkMmiDDIQSTQiV8oZPa0scjynJJuckmy+/9LXePE3q3FYnYyeXsaNX12J1qhh4vyxfc6E5QoZhaPz8Xv8fTrXpYLzfWyfDZLm4UcyyhISZ/Clv9zNbz/9N+qPNBHwBsgvz2XKokq2vr4Te1u3x7ExR88lt1+E3qzDa41fYakHn9vHj274LVU7T/Z5HUDLiTYe/+6zXP/VlTz7i9fiXqNQK/jYA9fSVmfh0fsf69PI1RxoYO973Q5ZW17ewYyLp/CNx+9l3eMb6Wzr33u6t9GOx9gZ5UxZHFufuWRcIV/6S0yuID7/+zsJh0WO7zhBwB9Eb9Iik8uwWxy4Ol2EAmG2vbGLusON3P7Dm5m/cla/bZSQGElIRjlJOJ1OcnPTz4M02YwE3aZcIz987Zu01Vpwd3konzIKmVzGVZ+/hDceXUswGOKqz15CxakZYn+a33h03YAMcg+Nx1v48fWJ67h8+S93kzsqm6aqFsz5BlxdbtxdHsLBaK9tmUIWeYkA8Hn87HnvINtX7yG/LDfu7H8gqLUqxi2oIL8wn8/99vZBVXNSaZR85e+fwe8NEPQH0Jl0iKLIg5f8LKqtzVWtPPmDF5m5fErazJhHwtgeLJLm4UcyykmisLAw1U1ICSNJd0FFdKq94nGFcSsX9ae5ek/NoJ7b0dyZcK84uziLC6+fR1NVC4/c/1hU+JVMLkOhlAEChWPy8XsCMbPogDfAttd3ct8jn2bUb4ti4qkHgj5bx53f/TgajWbQn+1BpVGi0nTHI7eebMdSb425puVkG/veP8y8K2ee9XOGkpE0tgeKpHn4kbyvk0R7e3p6kCabTNTdn+ZEmaziIcjA50kcY6w+NWt86bdvxsRDh0NhKqaV8ccdP+PhTT/EkB2/rGJ2URYKpYIHnvwi05dNQojj2SZXyNCZYmtJAyAObT8rVHJk8tg/RXKFLGK40wFpbGcGqdYsGeUkkW4F2oeLkaw7HA53h0EdaoiKZexP801fv4rC0QMLsxDDRApIxOOqz10CQGerPe755hNt5BRnAbDw+rkx8ckFFXlcd/8VABRW5DP78hlxi1HIZDLGzR4d9xlao2ZI+zmvNJeS8bGzk+JxhUy9qHLInnOujOSxnQhJ8/AjLV8nif7Kc41URqru4ztO8PevP0nLyTYEmUDxuCK+8vd7KBlf1K/m7KIsvvW/L/K/H72ErcWOs9OFu8uNq9NzOp55APkKyqeM4tK7lgIQDMY33K5ONw8s+zFKtZJ5V87gxq9dxZZXd9BlcRAOi5RPKaGxqhlzvhFBENj84ra49wn4g1Ttir8PLshkeDsCUBr39FnxlX98lj989h80VbUSDoUpqMjj3t/fgVyRPgURRurY7gtJ8/CTtNzXA2Wk5r6ura3NuPg+GJm6Q8EQ31r+E+oPN0UdN+YamL1iGnmTzGhEHSs/dwlqXWw2r3jY27vYtWY/XRYH//vxS31eq9apmDh/HF/5+2cw5RkRRZG/fPlxNjy1uc/PqTRKrvzsJbTVWtjx9t7oNJgCFFTk03aWiTqWfHoeolPGl/5yz5DOLCwNVoL+EIVj8lM+YzmTkTi2+0PSnBxSkvs60zGNoNKEg2Ek6j6yrYqmXhWdenBYnWx8bivls0uo29PEtjd284NXv4EmTprNM/G4vGx6YTsn99f2eZ1SreBHrz/A2FkVODqcPHT7IzQcacJudfT5OQC/N8CmF7fSZXXF5qUWOWuDDFC7p4nmQ+3MX7mThdfH/dtyVqRbucbejMSx3R+S5uFH2lNOEqHQ4ENNRgIjUrcY+X9xUWoUIEL17hpe++M7/d4uGAjy69sfZf/Gwzht7j6vDfiDHNlWhSiKPHT7o+x4ay8tJ9vxdMWvU30mjg43QV/iQhFni1KjIOAL8MT/vYDHMbC2nO+MyLHdD5Lm4UcyyknC5eo76cJIZSTqnnTheIrHJg6TyKs47V19Yl/iLFwALTVtcZfCEyLCa396h62v7aTuUMPAPtMLrfHsw5b6okezpaGDX9z6x5Qn8R8ORuLY7g9J8/AjGeUkUVRUlOompISRqFuukPPZh2+ndFL8SkgH1hyL/DurIPHSVzAQ5Cc3/o6GIzFlxfuko7mTR+7/z8BmpL22YXOKs7jt+zf12aaBoNapUKiid7p6az65v46Dm44m/Pzmlz/i+1c9xNcX/4Af3/Bbjm6rOqf2pIqROLb7Q9I8/EhGOUm0tLSkugkpYSTpDofD7Hn3IO8+8QHF4wr5zcYfMGVRbErJaZd3H8suNPOxB65OeL/3nvyQ9rrYJBkDwe/uI192b0QoGJ3PJXdcxA9f/yYX37aYBVfPOqtn9uDz+GP2pHs0A/hcfv73o5c4uOlozIx5x9t7+deDT3N0WxUNR5o58MER/vC5f9JyMrYSV7ozksb2QJE0Dz+So9dQI4qAA2UahXIMJ0pl+iR7OBesTR08dNujNBxtJuALkFvyOpfetZQlt1zIoc3Hoq71OLqTfcy5YkbCCkfhcJj3nvwg8QOF7hn52aS9PJPOls7u2OOwyIEPjtB2li8CEeKsTPdo7qF6dw0P3f4IC6+fx71/uDNy/M2/vYvD6oy61tLQwYsPr+a+P3/63No1zIyUsT0YJM3Dj2SUhxBFaB3q0H+RiVaKdeWoA5PxKb4EaRbakUzMZnOqmzAk/PUrT3Cy1/6wtamTt/+xnnFzR8dc23ig+8363f9+wIanNzPpwvH838tfj4T07H3vIE/+8EUajibeRzbnm2KM19ni9wZY/78P+eD5rQT9IWSKoV8Q69HcG4/Dy/bVu1n5uUuomNodxOx1xl9yd1jPv73KkTK2B4OkefiRlq8HghhCEFtATFwNSBauQRv8LQrxKDIstNnyUIefRx16fBgbmnoslv6L2Kc74XCY5upYo2O3OKjeFRvCNH7h6ZjGUCDEwQ+O8qcv/BsAd5ebfzzwFLUHGwglSPgB4Hf7CYcSnz8bgv7uWfeZhSqi6ON9UW/WUTg6L+65yqVj4qbndNpcbHllR+Tn/Ir4nx8/Z3TiB6cpI2FsDxZJ8/AjGeV+UIbexOC/E4P/Lgz+29AEftGdC/EMVKEnkHF6mTDXWI2AH0W4jyXLEUiq3zKHAkEQkCviLyLZ27tijFFDnFnjzrf34vcG2PD0lgHFA3uc3j4NZDIoHl9IaWV85zUARJE7fnRzXA/u2t1N8dNzygWKe6XMvPPHqyidVBJ1vmRCEXveO8jXFv2AH1zza3av239uQoaJkTC2B4ukefiRlq/7QBauQRP8cy9j24ks3IoYNOFT3ocsXIs69BiC2NU9k+6FN9Dt8SqI8av9jFT8/vNbbzgcZtea/fQVlyyGRRQqBTKZ0F0TOEcXc00oGMbZ4cTnjl9cQq6UIZPLCHh7OVCdQ1SRUq0gMIh45NySLO7786fY+NzWhN7gri4Pj37pvxiydTGe3/E0AyBC5YKxvZ6TzU/fepDVf11H47Fmsouz2PT8NpqOd39fGunO1/3AE19gwtyx8e+ZJpzvY/tskDQPP9JMuQ9UoSejZr8AAkEU4nbk/7+9846Oqlr78LPP1PReIQQIvUjvAtJFaRZs14Ze8SrYsderXtu13s/eFQUrggKKioqgIB3pEAIhIb3X6ef7I8mQYWZSIFOSnGctl8xps385+8x79t5vsW4k0LwArW01GnkDKlKR6w11Kg01BQisUhevttnXVFe7n+JvDjabjaX/Wc69E5/krjGP8fw1b1CaX9b4iWeAxWzhqbmv8PL1b5N9pGHvYH2wjjvev5EBE/sSkegcchTTMZLwuDAmXDHGZZWo7kO6uqyMBCC5mBZuvO1NdxALiw3l7sU302NYCgMn9WuwElNVWTWmamfPb1eaAWw2mcfnvITVcrI9gaEBzL1nJre+/U9y0vIozXfMRlaSW8ryl39ocvt9RUv17daEotn7KEa5AYTs2klFyBb01vdRcXJasu5n1EZNubukmG1YRF8M6rs83Uy/oqVi/D5+8Eu+e/VHju46TsaBLDav3MHTl/5fi6+71uf7t39h9+8HMBkaDz/S6rX0HJ7C3R/fRNZuRwMeEBLAjJunIKkkwuPCmHPHdHttZq1eQ5cBnbDZbBhd1EwWkmDiVWc32zC7mkp2hVqn5l8vXUXXgZ0xG8188ujXjeoNCNajD3ZMHVo/TvlUCjKL+P7tX+yfv3npe+4e9zgLBz/Avg2uz6su9/8ff1/Hr/oCRbP3UYyyK2QDKutfWKSBdiNbH6uUgpCLnLYLZCwMwSDN50jhfVRq3kUW7WtNpiVi/CxmCzt+2eMUG3t8fyabV+044+u7Y++Gg002bsW5JSx9ajlr3vuVPpO72T2c1Vo1fcf2ZOJVZwNwbHcGO3/eQ1B4EJ3P6sQ1T13C/JeucjtlHNclhrLCmopOniAhJZYh5w4A4MtnvyMrtfH7Fd81lssfmkOPYV1J7tuR8Lgw+p3rHK9dn8+fXsHhbUd5/77P+Ozp5aTvzaQgo6hm7dwFHXt1aL4YL+Pr+FVfoGj2Psqa8ilorN+hs3yExAlk9EAANnRIlCATgFV0p1p9N0HmhU5rgDISFtUIzOpLUOuyAYHKugOVvBeLGIJN1dsXkryKVus6Trc5GCqNGCqd12ItJiuZB5uXDas56IObnpJStsr89P46APpN6273cLaYLOxZt58NX/5Fcr8knrvqNQoyTr7AffPi90y5bjxVZc4jQyEJTFUmNq/c2ax2B4YGuLyeKwpPFLNn/QGEJFjz3m+NnyDgyM50CrNLUKkkDBUGQqNDCAkLJmVwMmk7j7t8kTFWmXjpujcpzC5Btrp/wRCSoHP/JC69f1aT2u9LWqJvtzYUzd5HMcr1EHIROss7qKipCCSoAqowi4EYpCnYRGes0hAQApM0E8l6AomT62M2kYJZNRuAkGAtgeaFqOR9SFRhIwSLdQjVmqdAtN3EIiEhIWd8jaCwQCLiwijOLnHYHhwZxIiZg874+u6YdNXZbF61o9kFHHJTHf0ODJVGXlv4IRq92mmKuiCziP1/HiY0JoSyU9ZWg8MDKTpFc6NIYKhqekGIqtJqPnnsa3KP5bkdtTog11TDOjWG2iKbmDD3bCZeOZb37l7iclmhKLvUrUFO6pVIUu9EUgZ1Ztp156ANqPkhlGUZY5UJbYAGSfKvibyW6NutDUWz91GMcj001u/sBrk+kpyLWTUTxMl1NbP6YhBBaKzfIjBgIwmD5nb7MaUFa0lM3Gpfa5YoRyOvx2r9EpP6Mi+o8Q2FhYUEBwef0TWEEFy06Hzeu2cpRVnFQE3+5WHTB5LkoWlOm9XGp48tO62KSl2HJZF/xHE5w2Z1vWYMcGjzEWcjJqC86DQSatho9lR32q70M/L0Bkg6K4FN327n6Z8fYOfPe9iyeqdz09ys/0sqiRkLpjDhijEO2/9cvoXlL/9AcW4JweFBjJo9lLn3zvSbusot0bdbG4pm76MYZQcaGsE6/zCYVdMxq6a7PDomdKfTGQIratsmTLRdoxwR4expfDoMmz6Qzv2SWPG/NVSWVjL+0lEMmNi3Ra7tim1rdpFx4ITT9tDoYAKCA8htINY4fWcTKz7V4nKq2ZtFllrgu9J3ZqGWa34+Fr5+HQ9MeYoTh5uwFieg39iejL90lH2TxWRh86odvLbgQ8zGGqez0rxyvnl5NcERgZx34+Qzb3AL0FJ9uzWhaPY+/jU/5GPMqplYcU6mYBMpIJq3zlBpcHdj23Yu2ZYMJ4hJiuKf/72C296+gYGT+rXYiMlisth//OvISs11Gedrs8rMunUKwRFBbq/nLjzI3xCSaLEEJRGJoXaP8oAQPfcuWcigyf3o2DMRXYD7Z6X3qO48+NXt9nCwdZ9v5O7xT/DK/Hec7onVbOPHD35vmQa3AL4OlfEFimbvo4yU6yGLMAzq29Bb3kIiGxk9NpFCteaRZl+r0jwAG6uQOHmDbWgxShe2ZJP9DoPBfwveVxRX8tqCDzi+r2ZE3KFHPAtem0dYTCjDZwzmu9d+pKygwumc9+7+zGEqVq1RERCqR0gSyDIxXaI4qDrq0XCtlkAIl8noTuNC0KFPPLPmnZwliu8ay/2f30rhiWLunfgkxmrnqfv+5/Tm/s9usb9cFWUVs/SJbxpcRy/JLW2BBrcM/ty3PYWi2fsoRvkULKoJVEhjkeRUZBGKLBIbP8kFMQnjsbISwWZE7XyhwITO9glV8sg2W6TC1zF+DfHCtW861P3Nzyjkv1e/wROr7yGhayyjZg/l9y82OWWvOtXYWsxW+o3txfwXr+KLp1fwx3dbmmSQJbXUcB5qD2NrwAu6SQgYNKkv/cb3ZvwVowgNd3aI0Qfr0OicZ4NUGhXn/nMCas3Jn5zVb69t1LFNF+g/3r/+3Lc9haLZ+7T76WvJepBA010Ema4j0HQXkvUgCDU2qddpG2SAnJxsVBy2G2SomTlUy9tRWbe6P7GV4+sYP3fkHM2zj5Drk7H/hH379c9dwdx7ZjZpirc0r5ygsED2/XmY3uekNKkNMUlRDR/g5+9pnfp04L7PbmXmzVMpLnWO04caz/muAzs5be/QPZ7BU/o7bGuoQAcAAmYsmHra7W1p/LVvexJFs/dp10ZZsqURZLkHjbwBtbwXjbyBIMs9SLa0xk+WTWgsXxBgfgSNZRnIjuthAToZgfPUm8CG1vZ1S0nwO/T6psf6epPKkiqXeagNlUbKi05OWXcZ0Am1pvGQtROHsrFZbRgqDZTlNa3komxzb4R6DOvKtU9diqoJ3+0LIhPDefKH++xTzw3d51veuJ5Rc4YS1zmaqA4R9Dm7B4s+ugnVKTXGp98wkfBY1+vxASF6xl48ghk3+YeTF/hv3/Ykimbv066nr3WWd5FwfCuSyEFneZdq7VPuT5QrCDIvRCUfRGBDw89obSup1PwfiBqHIL3efaybLPv5kOgMCAhwzoDmDyT360hMp2hOHHJMPhLfJZYeQ08WQug9sjsJKfFk7HceVdenorSSzat2oNFqKM5qWk7uU3M+1yc2OZpJV57ND+/8Sk5aw3m3fcHASf3RB54MCXR3n08czmHt4vV0HZjM9c9ehi5Qh672PFO1idz0AqISwwkMDSQ2OZo5t0/n+7d/IfdYPgGhASR0jWXKtePoP743sZ1cl308XXav28/PH69HUgmmz5/kcN+bgr/2bU+iaPY+7dooS5Q0ul2ypaKzfoKQqzGpJmORJqO3vI5a3m8/RmBFLe9FZ3kXo+Y2AIpLK0kMiEKF4w+sjIRVDCLQdDtCLkIWIRhVV2NVjXBuiCyjtv2O1roaGRUm1VysKs8lz2gJiouLCQ31P29ktUbNJffN4pNHvyI/oybZR1SHCC64/Vx74gqoiaG96X/X8Padi8k5modAYKw2Oq3HWs02slJzGDZjIFlZWeQcaLw8o7HKffWZ8LgwdIE6Rl84jOUvfe9yjVofpMNittjrJHuTmKRIh8+u7vPSJ79h9Vtr7Tq/+u9K7nhvPoOn9Ofr51fy+xebKMkrIzgiiIET+/LP5//BeTdOYsIVYzi4OZXIhHA69enY5DYV55Sw5PFvyM8oJCg8kLn3zKBzf+epc4BPHvuanz5cZ/cX2PXLPmbfMo3Zt53b9O/z077tSRTN3qddG2WrSEDtwvfFKmrCojTW1egt/4dEzfqZ2rIRs1iHSt7n8noq+bD931FRURjUtxFgeQqJmqQQMmClE3r57ZOZwGRQWY5SxX+cDK7e8gIa20q7B7fashmjfDUm9dVnItujREU1sm7qQ0bNHkK/sT355ZMNWC02Jl11NmExzg9ft8GdefbXh8jYfwIhSby24APSdqY7HBMaHcLIWUOoLK3i5Zv/crpGUHgglaVVTY4JPrgplbzjBVx2/2y2rd5F+r5Mp2OS+yVRnFNCXvrpF2EXkkCtVWNuQtGN+pgMji8Up97ngsxCVr25FlM9r2tjpZFnr3iV65+7nO9e+8ken11dbuDXpX8Q0ymKObdNJyBEz8BJ/ZrVnvKiCh6/4EVOHDo505W2M507P7iR7qeMgMsKy/lj2RYHB76K4kp++XQD594wwT6Sbwx/7tueQtHsfdr1mrJRfTNWOjtss5KIUXUTyDa0liV2gwwgMKKRf0HC3dTmyWmP8vJyLKrJVKrfxCSmYGYoNmJQcdwhNSeARCE660cO24RcgMb2m0NIlUQ5Wut34KZ6lT9QXu5+itYfCIkMZvat53Lhnee5NMh1CCHo1KcjSb0SueTemUR3ODlSDAjRM2LmYBJS4njy4leISznlIRbUTPU2w9n58LajvHTd28iyzNmXjLAXuKh/zT6juzNocj80utN/lw6PDSUxJbbZ5618/We+efl7++dT7/P6L/9yMMh1yDaZD+773ClhisVoZftPe5rdjjqWvbDawSADFGYV8+Vz3zkdm7r9KIUnnB3TCrNKyEp1zuDnDn/v255A0ex92vVIWRZRVGrfIsB8b+10tBFBCYGWB6hWP+RgkOsQuJ46tBGJSZqG3vwMYMJsPA9IwKbqQbXqSQJNd6CS3U9xCrkIZKs9L7bKthsJ5+MFBUhyJjbR7XQkexxfFgg3VBh45+5POfp3BpIk6D60K/OevqzBesFNYfDUs3hyTSe+fXUNFcWVTLzybPqM7sGmFduoLqsmKCLQ8QS5xkA0l4yDWfz0wTpsVhvxXWLJScvDZrWh1qrpM6Y7c++ZSWF2MTabjd+W/Oky2UljFOeUUpzjOvZXqITbXNVmg5kvn/sOs9HMRXed73SfD2117xxZv7Zyfc4krjvnqOt19/pOe3XEd4kjOCKIimLHNKYhEYFEJoQ3+Tt92bd9haLZ+7Rro1xDFSo5A0GNZ66gCknehd78fG1BisaRUWMlkkDrYwhqpgVTonYgmSdgVC8EISHJxxu8hoojBJmuxqieh0U1GZtIxkYoEo5ORDKhyCLmNHR6B1/G+P336jfYve7kWv/xfScoKyjn7sU3n/G1IxPCufY/lzpsqxtlNVRbuDmYqkx8+NAXTvm3LWYLZYUVPDDlKQqzS6guNziVtQRA1CQ2UWtUWC22ZhttIbk3ygAWo4Wv/ruSnT/v4Z6lJ/+msiyz/8/Dbs9z/WU1HuenS2K3eLat+dtpe2iUs4NlYrc4ug/pwo6fT47MJZWg18juDc6WnIqv41d9gaLZ+7Tr6WsAreVLJAqdtqvZjKDp6dY0pNoNMkBmfj90tqUEm65AY1lKY+k1BRbUpKK3vIKQc7FJXbGKfg4zoDJqLNJQv67R7KsYv8yD2U7rvlAzLdzsyktNZPSFQ1GpVfSb2nBt4ebgsiCGDMf+zuDYnkzKCytcG+RaAkL0GCpNpzWKpimFLWRI3X6MtV+fTH9pMVtcltp0h5AEQ6b254qHLmh+G2u54M7pJPVyzCMQ3TGSSx+Y7fL4uz66iSnzxtN1QCdSBnXm/H9NYeEb1zXrO30dv+oLFM3e54xGykKIucBjQG9guCzLW+vtux+4HrACt8qyvOZMvstzuDOWTVsQlFEhcP4BDNLnI7Ch4ih663tYRB8kOR2Brd65zvkiVOShtSzFqLmdKs0z6C2vopL3AhIWMQyj+oYmtctX+CqcID+zsMax6hSqSqsoyS1t1jRlHaX5Zax8/SeKc0sZf9ko+o3t5ZB/O75LLCNnD6Egu3HP61ORVBIR8WEUnmj+NLdbZCgvPI1KU7U0J+NX9sE8KkoqWf3GWrLSmvcjFhYbyqKPb3aKW24OweFBPLriLj57agU5R/MIiQxm7r0z6djDOXc9gFav4Ybn/3Ha3we+D5XxBYpm73Om09d7gAuBt+pvFEL0AS4D+gKJwM9CiB6yLHsslkOy7kNnXYrAiEk1FYs0qUmpLE3qS9CZPnUyrGcaSazXnJx2lihHyDJmaRoq266aUo8iFiHnoXK5bl1rXIQOg+auM2yJd/FVgfAeQ7sS0ymK/OOOsx7RHSPp2Kv5mdn2bzzMaws+sHs6b161g+HnDSI4Mpjdv+3DZDAR2zmG65+9nPXfbiJ143GsbkKVAsMCiEmKIvtILiaDGZVaRUCwjrLCpiUd8Ueqy4w8OO0ZspvhKFVHZEL4GRnkOkKjQ5j/4pVnfJ2m4qu+7UsUzd7njIyyLNcE67qo3jMb+EyWZSNwVAiRCgwHNp7J97lDY/0aveVte3yx2rIJk7QRg+bhRs+VRTQ2ElCRcVrf7c7xq7A8hajQIyePE1aqNI+BXI2gEp35Q7QsdzrPRhgm6eLTaos/UFpaSnh4uNe/NygskIn/GMPqt9ba6xKHxYQwff7E03L0+vTxZQ6hR4YKI398swVZlu35q3OPFfDfq16n16Subg0yQER8GM/99jA/frCOJY8vo7rcQEVx0/wV/BG1Tk1ExxC2fLPLaZ+QBHIj0+BTrhnrtE2WZb56biWbV+3AUGkkMjGCq/59Ed0Gd2mxdp8pvurbvkTR7H085ejVAdhU73Nm7TYn8vLyuP7661Gr1VitVi688EIWLFhATk4OQUFBqFQqysrKiImJoaioCFmWiYmJITc3t7YQtQ1TaTqdogVZhZOQJAuxYfs4UaRCH3YQixxFZWUl8fHx5OTkoNFoCAsLo6CggLCwMEwmE5mV19I1+nUy8oeg05QRHpRJTslZRIemUmUMo9oYQVLMFo7nDydQV0SQLp+Csh7Ehe+jpLIjRnMonWI2cTx/JEH6fHSaMozmYMqq4iks74bJEkhCjIH07FSCgsJRi0wMpQY6RIaTV9oHm01NYtR2MgpGEhicglkVRUVFOnFxceTn5yOEIDIykvz8fEJDQ7FarY1qqq6utu/XarWEhIRQWFhIREQE1dXVGAwG+369Xk9AQADFxcVERUVRXl6OyWSy7w8ICECr1VJaWkp0dDSlpaWYzWb7/vr3KTg4mMzMTBf3CSoqKjyqaejc/gyc0pedG3djMVgZOmUg6mCJioqKZmnKysoiKFZHp0GJJPSM4eD6o3QZ2hGVRuLg70fpM7EbeUdqRuSx3aI4/NdRhl7cD6vZxtGtmfQc24Xsg/lo9GqikyPYtzaVP3/+i9zcXAIj9Zx1fk8y9+QQFBlIRGIoe348RL+pPagsriI3tZCuw5LIOVRAYLie0Nhg+/6yvAqKs8pIHphI2pYM4rpFERQRaN9fnFVGZVEVHfvFk7oxnQ794gkI0dn3F6QXYzZYGteUEsW+X1LpOa6LS02JvWLJTS1kxGUDqC43cmJPDt1GJZO5J4fOA5MIiwtmx7f76DQkwUFT+s4sIhJDKakswWg0OvS9P1dv5o+Vm4lMCiU+Ioo9Px7i569/QxOuIiwytEl9z/1vRMv0vbCwMNLT0736PHlaU2O/EXWa25Kmxu5TnWZPamoIIcsNv9UKIX4GXLmjPSjL8oraY34DFtWtKQshXgM2yrL8Se3n94DVsiw7JX3euHGj3KtXrwbb0LCAHIJN17jMzlWluhuzugmjTllGZ3kdjW0dgkpkbAhsCEoALTaiqNT8jwDLi2hk94N9G0FY6YugguO5cXSN+9W+biwDNpKoVj+ExrYKne1bp/OtJFKh+6aJyv2TrKwsEhNPv5CHPyDLMneOeYwTB7MbPxgYNLsPO1a4TihTR49hXQkI0bPrl4aPq0OlUWE1ez9zV1MZOKMXO1cecNouSQJbIyPllEGdefrnBxy23TvxSY7uco5QmH3bufzjEf8od9oW+nZzUTR7hu3bt2+bNGnSUFf7Gh0py7J8OhnhM4Gkep87AlmncZ1GkQlHJhhOMco2AhuO5ZUr0FqXI+RCzKqZGDULMMo3orJtI9DyUL1QJBMS2eisizGLwajlrYDZ5ZqzTSRTpf0/kGWqrOuwsdmezUsAKjLQW1/Cgst7AbT+5O9mc/MyRfkjQggGTe5H7rE8LMaGDWNQeCBB4Y07hpQVVTBi5uAmG2V/NsgAumDXWbAaM8iAQ/KT6nIDlaWVGN14bxdmua5G5QvaQt9uLopm7+Op6etvgSVCiBepcfTqDmz2yDcJPRZpFJJtBYKTQd820QurNMDlKZL1bwIt/0YiEwFobasxSTMxahaita12ig0WgNr2Nxr+dAh7OhWZKCTbcQRFdIgrsBtkh++WczFrpqI1r0Uiu965EhbJnbFuPfg6xq+luPKxi9DoNOz4aTc5R/MwVLg2GoZKIzu+a9zQhkYGc96Nk1j65PIGQ5paC6cdmy1qEn+8cO2bSCqJ1O1HMVQaMRudnyttgIZRs4ey5r1f2f7THjQ6NefNn0SfMS0XgtYc2krfbg6KZu9zRnHKQogLhBCZwChglRBiDYAsy3uBL4B9wA/AAk96XhvUd2FUXYdF9MciemOUZlOpedGt93WA9RVUtQYZagpQaG0rEbZMZDd/EkEJEu5zDltJQMiFBJmvJ8h8E7k5h11eS0aHTXSgSn0/FtEHG9FYScIkzcKgvq3Z2v0NX8f4tRSSJHH5g3N47reHGXfJKLfHWc3WRuOUw2JCmHHzFMqLKrGY/d8gB4YFoHc1EhYQlRQB0OTYbF2Qjo49E9DVFf2QoSS3jL++287G5VvJP15IeWEFhgojqnqpRfVBOgZP6c/vn2/iwwe/YMdPu9m8cgfPX/MGP7z76xlrPB3aSt9uDopm73NGRlmW5W9kWe4oy7JOluU4WZan1dv3H1mWU2RZ7inL8vcNXeeMEQKjeh6V2nep1H6IQfMACDdTinIFQnYO45AoRmtbg0m6FBuOyTlkhNO2k/tqUmwKylCzD4mymqMDjuAqsMoqeoEIxqoaQaX6bUxiGjIRqOTjaK1fQSNr/P5OUFCQr5vQ4sy6ZSqRieFu9xekO8caa/QawuNCGTztLO784F+MnDWErNScZuXD9hVVpdWuZwZkCAiqea5caXZFn1Hd+c+P9xMSE9zosVaLjV4juzHxyrO5+5ObmXP7dPb8fsBhKr+iuJKfPvz9jFJ0ni5tsW83hqLZ+7TDNJu62v8ckZGwiXhsql4Y5avRWpcjkYNMKBbRD5OYTZDtLoSLX1VXObLVKhMCK1bi6rZgFb2p1jxkPybA8iAaeX1NQhEZVNY9SHImBs2ilhLrdVSqM48/9TdiO0Uz76lLefP2xVSVVnOqc6TZ4Dj6jewQwQu/P0JQuOPDndynI5JKNCtJh1cRIImGHbVK82uWdk7VfCraQC2jZg3hhheupKywHFNV09bpElLi+NcrNVXQvv2/NS4TwpQVlFNWUE54nHcz27XFvt0Yimbv0/7SbAoNFmmg09SyjWTM0hQATOorqdB+QqXmTSq0H1KtfQ6buhuyC2PuLslIcUUyAGZpChXaL6jQfk619j/2EbxkS0ct73TI8CUwobb9AXLrTSpRVlbW+EGtkOy0fKrLDU4GGSChp2Mu8vKCcg5uPuJ0XFB4IF3OSvZYG88EIQkSusY26qhlrKoZQZ+q+VRMVSY2r9pBaX4ZkQnhRMQ3bkCDwgOZet14++eUQZ3RBzk/c0HhgQRHeH8001b7dkMomr1P+zPKgEF9PyZpJlY6YSMesxhCleZZEPWK3ctZqGw7kWxHQJaRiUGm6XU2EyN3YCUGk/oSEHoQjgksJPkQEs7VegTFqG3OSRlaCzEx/lss40zY9etet1OmB9cfdfhsNlp4+Z/vsOrNnwHIO17A1h92UniimIe+vp2OvRORVGf26Km0KsLjwlBrVUgqgUpzZteTbTLZR1xXXqqPRqchrnOMk2ZXVJcbeOKil5Akidm3THMwzPogHWExIWgDap6LiPgwJl89lpSBne3H9BnTg5TBnR2uqQvUMnLmYNRa70/ytdW+3RCKZu/TDqevAaGuWXeWZcAKot6fQZbRW55AY9uARCkyOqyiBzaikTjpAFAznlA7pees2S6RUzqaxJA+yCIOV1ilftiIdJr6FlQTYHkUm7ULVZpnkEXrKjJeVFREYGBg4we2MiTJfeLVLkM7suOEowe2odLI2sXrObQ1jX0bDlKaX05YdAhms4Wq0qYXOnGHkKEkt95LnZemxDU6DbogHUm949n69e5G18iLsoprakRfPIJuQ7rw7as/Yqg0MvEfZ9NnTHf2/H6AnKP5DJ12FpGJEQ7nCiG4f+ktfPr4Mo7sOIZaq2b0BcOYOm+8m2/zLG21bzeEotn7tE+jXIcQnPonUNt+RWv7uV4pRyNqeTcyaoeUmgKwEgNYUNXWPZaRsNAXo3ohBhGGWeU+RaAsEjBLo9DafnII5RKAoBxJ/psA86NUaV9tKbVeobFkNK2VETMHc/CvI5gMzmuj7kap+ccLyUrNtaflLC1oueLpFl/EMQuoKqsp8BHbO7xJTmunFvCY/4JjruqzzunDWee4P18boGXe05edXntbmLbatxtC0ex92uX0dUNorD/ZDXJ9XFWCEhipVj+NUZqBWYzDoLqdas2zqG3r6BTxHnrzCwi5xO13GdQPU61ehJUUl79vknwM5Na1puPrqR9PMWLGYDr2SnA57Xzwd9dTucZqk90g+wuhUY17QbtFBlN1zUtJfc2hUcFEdYhweUpy346ucuO3Stpq324IRbP3UYzyKchuQqlkFy5dMsFYpV4YNA9Tpf0vZtVUgswL0duWkJMv0Nm+IMh0I8Lmeq1OyFmobdvATVGLmlFz63pTzc1tftUgf2fvhoM8MPUZ0nYed7mu3Geim8xxfnbrojpG8I9HLyS6Y8O5d+vjzp7W19xnTA/e+PtZJvxj9Mm1XgEJKbHc9q5/lxptDm2xbzeGotn7tO/paxeYVFeisW1C4mQJQBk1NqJROawp6zBL4xwcuHSWt1CRBkBYUCYAKo6ht75OtfSYw/dItnQCzbejaiD7qFUkIQvvhn2cKXVJ2NsSn/77a/KPu08cU3CsuEnVkXyJWqti3lOXMfz8QYy+YBiPzPivy1zTpyIkCdnFi0hd8QqA9L0nWLt4Pf965RouvW82m77bTnTHSIaeO8DlzMK+Pw6y9pMNBIUFMeuWqUR3aPpLgi9pi327MRTN3kcxyqdgk7piUC9Ea1mCRCEyQVik0RhUN6K3voJKPgyoMUvnYFJd4XCuJLsu/yjJzhlidJY3XRpkGZAJwCY6U61+tCUkKZwBVWXVFGWXuNynDdAQER9Ov/G9qC40kXXYf7Mf2Wwyv3y6gT0bDjL8/IEUnmg8+YdGp0YWNJqoI/tILu/c9Smp245y48tXc96Nk9we+86iT9nw1V9UlxsA2LJ6B9c9cznDzhvYLD0KCm0VxSi7wKw6D7N0LoJiZELsoVIG6YEGz5M5ua5WWtmRuPB9tdtDnY6tPxKvj5XeVGvuwyZ6up879GMqKiqIivJ/j/Etq3eydvF6rBYbgyf3Y9oNE5Ak51GdNkCDLtA5VlalVnHFIxcy6cqzycnPoUNSIp89tZyirBIvtL752Cw2tq/ZDcBPH6xrUsGL0RcMZcPXW1zui02J4uiWzJPXt9rYvGonl9w3i4j4cJfnZKXm8Nd32+wGGaDwRDFfPb+SodMH+P3ac2vp2y2Jotn7KEbZHUJqVlwygFF9A2rzbiRy6Bhd82NmJRaD6p9Ox9pw7Rhjlbphk06/lKWviYtzHQLmT3z1/Eq+e/VHu3HYs/4AB7ekcbuL9U+1Rk2/sT3JTc93cNrq0COeqfPGo9aoiYuLI/nyZM4a35unLv0fx/ed8JqW06GpFai2/fC322P3/ZLqtK28qILj+064NcpbVu2krMA5MU5xTgnlhRWERoc0qV2+ojX07ZZG0ex9FEevFsQmJVOpfg6zGENm0bmYxWiq1M9gUzkn7zeqb8RKgsM2K0kY1fO91VyPkJ+f7+smNIjJYGbDl385jNasZiu7f99fk5vaBdc/dwXnXj+BpN6JxHeNZeCkvty7ZCFqTc07bZ3myMQInvrxfgZO6ktgqB6NTk1CtzgSUmI9L6yWgFA9an3LvGtXlrmPp+45zjncT6VRcWjbUU64mcaP6xztco1ZH6QnIMT/y5b6e9/2BIpm76OMlFsYm6onVaoXMaszqdJ2dH+c1JUqzcvoLG8jUYxNxGBQ/QtZeO8H3BP4+xRkUVYxZS7ihcsLKzj41xESuzmXbZNUEtc+danba9bX/MO7v5JxIIuqMgMIyEt37yDmCaprv7claMhxzWp2XmeWbTJfPvMt377yA1EdIrjtnRvoclYnAGw2Gz995FxIQlIJ+o3rhUancbre6ZCfUUh2Wi6d+ya1+Mjb3/u2J1A0ex/FKHuIyMjGPUptUmeqtU95oTXeoym6fUlEfBjBkUFUlDgWOggKD6TroNPLS12nufBEMave/JninNpMW3LTp4pbFC84gR/dmum0rc7gGqtNZKXm8sj5zzH56nFc859L2P7jbpf5wDV6Ddc8MZf8jELWLl5PcHgwE68cQ2ComypvbrBarLxywzvs//MwpQXlRHWIYMSMwQ2+TDUXf+/bnkDR7H2U6WsP4espEF/h77p1gTqGnTfInnMZaoox9BrRjeQ+7mc2XGE2mknfm8mx1HRevfl97j7n8ZMG2dOIU/7vZXqOdZ+trg5jlYn1X24i+0guu9butScecTim0sQdox/ljpGPsOyF1Xz88BfcOeoR9m883Kz2fP70tzUFMGpnQQpPFLP2k/X89d32Zl2nIfy9b3sCRbP3UUbKHiI01Nnjuj3gz7qP7DzGb5/+SXh8KJc9OIfta/7GarXRa2R35t4zo1nX+vH931j99i8UZRWT2DeWtM2uw+E8hnzK/1uQLv2TOH4gq8FRfvbBpv1wlRVWsOGrzXQb0pmfF6tcXrMgwzH/e1FOKa/f8gH/2/KfJk8l7vvjkFNJTGOliXWfbWTEzMFNukZj+HPf9hSKZu+jGGUPYbX6YNrSD/BX3e/ds4QNX2221+eN7xLDLW9eT/ehXZt9rYyDWXz53Ep7bWGh8txwVagEWp0Gi8mKpK6pxeypKXFdkI6xc0dw9eNz+ffs5zmyI93tsZomOpMJSVBVXsWoOdP44d3fOLLjWJPOK8gopjSvrMk1k93Z7pa8N/7atz2Jotn7KNPXHqKystLXTfAJ/qj7+P5M/li2xW6QAXKO5vPxI1+e1vVWvf6z3SADRCe7Dm+rT2BoAFGJ4Q7T5qdOPQsXlahkq4yxyoTVYsVssHh0jfrC26cz/4Ur2bJqBxkH3GeaA0fNQhKMvWSESw9q2Saz5r3feOjcZ5n/8pUERzatDrKM7LKWsjv6j++NSu1YnD4gRM+kK89u8jUawx/7tqdRNHsfZaTsIeLjnb142wO+1p32dzrfvPg9VWXVJPftyNx7ZrL+y81UFDs/aAWZRZiN5mZ7/lotjoZxz4+H3B7buX8SKYOSGTCxLyNmDGb7mr/5Y/kWohIiiE2O5ueP1lOaX0ZASADDpg/AbLKw/89DVJYbyD9e4NWCFtt/2s3YS0fy+q0fuvSurk99zbJNJjYpijd3P8t79y7l4OYj5KUX2L23LSYrx3ZnsPjhr7jsgTksfeIbhxckVwSGBKAPbnqY1MV3zyA3PZ+96w9RVlROZHw4Yy4cxuCpZzX5Go3h677tCxTN3kcxyh4iJyeH5OTT8+ZtzfhS965f9vL6LR/ana12r9vP/o2HGXvJSJe5qbUBWlSamtGVscrI1u93ATDsvIFoA7Ruv2fqdePZ+sMuKms9uPtN7cFfn+1yOi4gRE95UQXrPtvIphXbWf3mWhZ9dBNDzh1gP2byNeOoLjegD9I5xPBuXLGNl6576zT/EqdHUU4JT138coMGWUgg25w152cUERASwMLXr2Ppf77hmxe/dzo3Jy2PCVeMJigsgLUfb8BYbSS+Syxpu45z4lC2/TiNTs11zzSvXKOkkrjljespzS8j/3ghid3jm+3B3Rjt8ZlWNHsfxSh7CI2mZeIuWxu+1L3sxdVO3s9pu9IZPmMgQeFBVBSdzCYlqSX6j+uNJEns+Hk3H9z/OTlH8xBCEN8lhuueuZwBE/u6/J7uQ7oy7Z8TWPnqj5gMZqrLnUt9AhiqjPYkJRZTFQc2pXLrsIfo0COBlEGd+ccjF6AL1Lk0Hv3G9iSqQ0STclS3FPkZhQ06jkkqifDYUIqySxw06wK0jLlomP3zjp/3uDxfpVEhqSTGXDicMRcOt2+vKqvis6e+JX1vBgHBAcy+ZSq9Rzsn3GkKYTGhhMV4xlGnPT7TimbvoxhlDxEW1rqqO7UUvtRdVuicFES2yax+cy0VxScNspAEKYM6U5pXyp1jHiX3aD5mY029bFmWyT6Sx8cPf8l/x/d2mYEK4LL7Z7P7t/0c3prGiT2uM1jJVmcLV1VWzeGtaRzemkb6vkweW3GXSw/jkMhgwmJCvWqUG/PklmWZouwSJJVk16wL0jJoUj8GTuoH1KTaLM13vg8A8V1indZ9AQJDA5s9MvYF7fGZVjR7H8XRy0MUFHg3k5O/4C3dlaVVrPi/NXz6+DJyj+VjqDAQFB7o+tiSKgeDI9tk0ndn8NfKHWQeyLYb5PrkHM0jrZHShnXpM7uNOr2prkObj7D/T/fr0a7ien1J3fS/zWqj59gu9B/fm/kvXMUd799of7EoySvDUGFwef7Yi4e73N5aaI/PtKLZ+ygjZQ/h67ctX+EN3Xv/OMibt35M7rGaWNmVr/+EVq9Bq9eg1qqxmE4a2bCYEJcjN5OhYYOn0alJ23WMJU8so7rCQHRiBFc+fjFxyTH2Y6589CLSdqaT6Wak3BhWs5V3Fi1BF6AlMCyA2beey4AJfU7ut/hvOEr6zizyU4tI35vJ92+vZf6LV9K5fycSusYSmRDOiXLHv0lUYoTb5YDWQnt8phXN3kcxyh7CZDL5ugk+wdO6ZVlm8SNf2Q0y1Bi3arPVvn4bFhtKYkocid3jGTCxD68t+ABjZfPaFRYTyhfPfGfPk31k+zEyDmTxxPf3EhJZUwQ9PC6Mx1fdw0+f/caOlXs5tvs4hnrfExAWgKHMgCy7nxeu7+B0bPdxojtEYqgy1Tp++W/e4aDIQE4YcjEZzJQVlPPMFa/SuX8SKpWKvmN7UV5Uaf/bBYbqOfvi4R5b6/UW7fGZVjR7H8Uoe4jqavcVdtoyntZdmldGYVbD66warZp7lywgMDQQWZb56YPf2b1uv31/QIgem9WGscrx4ZNUEqHRwSSkxGExWcg+kuewPys1l+Wv/MBV/77Yvi04IojB5/XjgpvOZ//Gw3z1/EqO7c7AarZis9oaNMinUlFcRUXxyVAhbYCmJpa5mVm7dIFaQGCscu2A1hJEJDoa2KKsEnst6YAQPWMuGIbFbMVitjDl2nH0HuXacaussJzinFISusY26PHuD7THZ1rR7H0Uo+whfB3r5is8rVsfpEOrb9g70my0YKwyERgaiBCC+5Yu5KvnV3Fo8xE0OjVT541n24+7+WPZZgwVNYYrMiGcS+6bxeCpZxEeG8rd4x93ee36I/Q66jT3GtkNq9lKeaFzzeDTwVRtrgnlaoZhBwiPDWPGgskYK02YTRb+XL6FjH0ukoFIEB4TSklumcPmyIRw9MF6co/mY7VYiekURVh0CCV5ZRTnlGC12BqMza4uN7B7/QGe+/VhtyUZrRYrr9/yIfv+OERFcSWRCeFMumoss26Z1iyt3qQ9PtOKZu+jGGUP4etYN1/had36YD3dhnQh/3ih22OiO0Q4pGfU6DRc/uAch2OGnDuAUbOG8OvSPwgKC2TWLdOI7RRt3x8RF0b6nlMqIQnoNti5EEOd5sPbjnL074adw5qLWqvG3Mj6d31UGhW5x/L54L7P6dAjnrs/uRm1RsWn/17mfLANJ4McHhvKRYtmMOGK0Wz7YRfVFQaGzxhEYGggFSWV3DLkQSpLqtzGZtdRkFlEdlouXQe47gtLn1zOH8u22JOjZB/JY/krP9BrZHd6DGt+6lNv0B6faUWz91GMsofQav17Ks5TeEP3glfnodaoOLz1KOVFFRgrjVjMVhCQ0DWOa5++rNFCBkIIzprQh7PqOVbV54qHL+DE4RwH499tUGfOmz/R6dg6zVmHc+zr2k1BiMZHwSkDk8lJy6Mkr6zB4+qoS8Nps9rI2J/FPeOeIKl3BxJSYsk9VuBUz/hUDJVGwmJCUGvVjJg1xGFfcHiQ/e9aWdxwRi5Zlonq4D796N4/DjplK6soruT7t9f6rVFuj8+0otn7KEbZQ4SEtGyB9daCN3Rr9RpueeN6bDYbNquNsoIKflv6J8ERQYy7ZGSzcia7o3P/Tvz7u0V89d9VlOSX0XVAMrMWTnW57lmnuf+43oTHhVGS23j5RkklGH3RMDZ8sdntMYnd4vjXy1cT0ymKH975hc+eXoHZ4By+1RCGSiOHt6ahD9Jy9tzh/Llsq4N3uqvjP3nsawZM6IMu0PnvGN0xkoriSnJT3c9UANgsNl645k3uW3qLy+Qop2ZXq8PayEuDL2mPz7Si2fsoRtlDFBYWEhwc7OtmeB1v6pYkCUmSiEwI58I7z2vx60d3jOJfr1zd6HF1mqM6RDBy5mDWfroec7VrwyekmprOFy06n+n/nEh+ehGp24/aR7gxyVF0G9SFTr0TmT5/kt2g7fx1X7MNcn0MlSbSdqRja0IFnNxj+ez4eQ8jTxkpA4ycNYQTh3PoOiyJ/CNFLs4+yYFNqbx/31IWvn6d076UQZ1J2+lYhUofrGvRAhItTXt8phXN3kcxyh4iIqLxykFtEX/UfWz3cb5+fhUVJVUkpMRy2YNzCI1qubfh+pqve/ZyAH5491eXxw6fMZi7PviX/fOjK+7k9883sWfDAbr078TUeePRBeqoKqvim5e/J/NgNqHRwRz7+8zrNednFLododZHUglkGTav3EFIVDC9RnazT1tfcMd0rGYLh3enEdspmoj4MEryy8g96rq+8vF9J1xuv+aJueQfL+DwtqNUllQRlRjByNlD/DqW2R/7tqdRNHsfxSh7iOrqap8Xy/YF/qZ7/8bDvHLDOxRllwCwd8NBDm1J4/FV97RYwYJTNU++diw/frDO5fptdZljuIVao2bilWczsd4IsaK4ksdmPe9o0JoYsiypJPTBOqpKncM6Tg0Bc0dIZAif/vtr8tIL0AZo6dgzgbsX30RUYiRCCObeO4vc3FxiY2MRQlCcU8JD5z5bkzv7FFyl1YSaYiAPfHEbmYeyyU7Npcewrn4fx+xvfdsbKJq9j2KUPYTB0HSHn7aEv+n+6r8r7Qa5juP7TvDtq2u47IE5LfIdp2ru1LujvXDDqSSkxPH186vYv+kwWr2Gcy4bzcZvt5JzNB+tXkNC11gObUkj82C244lNjIrq2DOBuffN5OXr32lW7WUhagx6Yvd4SvPLyUuvSTVoqjaRtjOd1xd+xMPL7nDQXDd6jogP576lC3n8ghcdsqepNSoGTnTtSGdvb48EOvZIaHI7fYm/9W1voGj2PopR9hC+jnXzFf6mu7zIdcxw5oFsl9tPB1eaH/nmTh6a/qxDHeeOPRPIOJDFmvd/sxvZ7Wv+xlZvSnn/n4fdfo9Ko2rQ0IZFhzB9/iR+W/JnswwygCyDzSYTFBZExn7nmOas1Bxy0vKITY5GUklOmpN6d+CKRy5k1Rs/U5xbSmBIAGdN6M3c+2Y1qx3+jL/1bW+gaPY+ilH2EL6OdfMV/qY7JDLI5faOPZ1HZ7IsU1ZQTkCwvlnZpVxpTuwez/O/P8IXz35HUXYJCSmx9BrZndcXfugw6rU1YY23jn5je5HctwPbf9yNpJIIDNWT3DeJkrwytAEaZi2YSnK/JP5cvqXJ16yPbJMpPOHaeas4p5QHz32GiLgwps+fRLdxSU6aJ1wxhvGXjqIou5iQyGCX3tutGX/r295A0ex9FKPsIfR615mM2jr+pvuiRTM5cSjHYSq5U58OzLplqsNxO37azedPr6AouwRdoJbeo3ow/6UrUWvcPyInDmfzyaNfo4/RkH+wmNm3nsuw8wba90cmRjh4b3/y6FennfoyMiGcS++fRbfBXbjysYsbPLbnsBR2/7bfaXtoVDBV5dVYTFanwh11hMWGIlSCvGOOlXJsVhvlhRWUF1bw3j2fcvlTs7ENhi3f76Rjr0RGzBiMSl1TLzm6Y9RpafR3/K1vewNFs/dRjLKHCAhoGSei1oa/6e4zujv3LlnI1y+sorK4iviUWC5/aA6BoSfLPJbklfHO3Z9SkHFylJh3vBBdoJbrn7vC5XVL8sp48qJXKDxRRHyvGHIO5PPivLf45/OXM+mqcS7PieoQiVAJl3WWGyIgNIDb3rnBZTYxgPzMQt5btIScY3lodRr6j+9N96FdObbnOGaDBY1eQ8rAZO5begt71h8gLz2foLBAPnzwC4dkJ2qNikGT+9NtUDKfPr6MgswijNVGrGZHhzWLycpP767n09Tl2Cw2VFoVK/63hgc+v9XvnbXOBH/r295A0ex9FKPsIYqLi9ud1yL4p+4uZ3Vi0Uc3ud2/8o2fHAwy1Ezl7vvDfX7nZS+ttk/1Jg9MJOdATZ7ojx/+yqVR/vK57/jh3V+bbZABQiOD6T2qu8t9ZqOZZy9/1cFT+9ieTDR6DVqdltDIEObeN4tzLh+FJEkMP38QxiojaxdvIK5zDKX5ZVSWVBESFUy/sb24aNF5SJLEgEl9yTqcy0v/fMtl3uw6zQBWk5Wju47z7t1LuOvDmnCvqrIqSvLKiU2OanC2oTXhj33b0yiavc8ZPS1CiLnAY0BvYLgsy1trt3cG9gMHaw/dJMvyv1xdo60SFdU2p/AaozXqru+MVZ+GMl+l18txnbblZAyxscpI7rF84jqfrLtcklfG2sUbnApVaPUaJJWEobLhKe3gCNfr4gAbvt7s7KkNmA1mzAYzlaVV/P75RqISwln3+UYkSXB4+zFy0vKQbTLaQA3dhnbh9nfnE15vlCtJEh17JtBtUBeXRrm+5jqyU3OxWW28edvH7N1wkMqyaiLjwzj3holMnTcegJ1r97DshdWUFJQRHB7E1GvHcc4VYzBUGPjl0z8oLyxnwpVnO+Qh9xdaY98+UxTN3udMX2H3ABcCb7nYd0SW5YFneP1WS3l5ebvLhAOtU/eUa8fx13fbqSxxzOec0C3O7TnxKXHs35QKQFy3qHrZrQRmo6Mx37ZmF0Uuyk3qAnUMnT6AX5f84TbkSavXMPW68S73ybJMxoGsRvNZH952lOevfgNjtXOcsqnKzOGtR9n/5yFGzR7qtP/a/1xKVmoOBzcfcWijo+Ya1Do1S55Yxu9fbrLnta4qreKLZ76l5/AUJEnwxq0fU5xTYj8nJy2Pkvxyfvl0Azm1pTLXLt7AlHnjmXvPzAZ1eZvW2LfPFEWz95HO5GRZlvfLsnyw8SPbH74ulO0rWqPulIGdmXDFGMJia0aKaq2KLv2TmP/iVS6PzzyYRcaBk9PFQREn16fju8bQoYdjSEV0xyg0Oudyk9oADXnH8t0aZLVGxbxnL2fCFWOc9q1+ay33nPME67/chFA1nFnEbDS7NMj2/QYzm77d7nJfQIiex1fdwzlXjEatPfkOX19zHYMm92PPeudCE2UF5ax8/SeWvbjawSBDzSzFNy+tthtkqJlZ+OnD312+yPiS1ti3zxRFs/fx5GJPFyHEDqAMeEiW5fUe/C6/w9exbr6iteq++om5TJ8/kb++205c52iGTBuApHJ+Z7WYLbx0/dsOsbx1tYUTUmJZ8Oo8pwpV/cf3IqlXImm7HHM9V5ZUYXBjLCW1xPk3TXaZC3rTim18+ey3VLrI2uWSJixjh8e6X0MTQnDz/66l61nJ/LrkD9L3ZDrVU45JiuKS+2axbc3fLq9hNprdVtAyuShNWZJbyoZlW5i1cKqLM3xDa+3bZ4Ki2fs0apSFED8Drlr5oCzLK9yclg10kmW5UAgxBFguhOgry7JT/bm8vDyuv/561Go1VquVCy+8kAULFpCTk0NQUBAqlYqysjJiYmIoKipClmViYmLIzc21TzFUVFQQFxdHfn4+QggiIyPJz88nNDQUq9VKZWUl8fHx5OTkoNFoCAsLo6CggLCwMEwmE9XV1fb9Wq2WkJAQCgsLiYiIoLq6GoPBYN+v1+sJCAiguLiYqKgoysvLMZlM9v0BAQFotVqOHz9OSkoKpaWlmM1m+/7WrKm0tJTo6OgGNZnNZvR6fevUZDMz5fpx5OTkUFRc5PI+Ze3Oo8PgWNTBNQY7NiUKbZAGm8nG+TdNITEpnvT0dCdNM+6ZwLqlm8jcnUO3Uclk7skhKDKQjn3iyTueR5/J3aksriI3tZCuw5LI2p+HPlpLenq6k6bDh1IJjA6gy8iOBEUEsufHQ/Sb2gNLtZXQyBDQyvy95gBJZyUQHhfK1uW76TupOwXpxZgNFhJ6xnBw/VG6DO2ISiNRcLiEUf8YRGFhYYP3acRFAxk6pz/b1u4ifX8G5fmVmKrMWKttXPzQ+ZSWljLw/N7E9Y20t6myuIqSE+WMvnowOfvyMdiqCY0Ntu8vy6ugqqia+F4xpG3JIK5bFEERgez7OZXIbsHk5eU1ue95+nmyWq2oVCqvPk++/o2o09yWNDV2n+o0e1JTgza3sXquTUEI8RuwqM7Rqzn7N27cKPfq1euM2+Bv5OXlERsb6+tmeJ22rnvt4vW8dftih209xnUhZ18Bz/36EJGJrpPZv3rz+/z++San7XFdYkju05Eda3c7VYHSBWpZ8Po8Rs50rNb0yPnPcaB2Pbs+Z03ow0Nf3Y6h0sj2H/9GF6Cl3/jePHLecxyt55gmVILgsEACQgKITAjn8gfn0Ht0jyb/DQDSjxznyKbjRCVG0n98LySp5iXFUGHgmSte5ejfx6kuNxARH8aoWUO59ulLMRnMPHnRyxzenobVZEVIguS+HYntFMXmVTsdrp/UK5Fnf33IYcrc17T1vu0KRbNn2L59+7ZJkyY5O3HgoelrIUQMUCTLslUI0RXoDqR54rv8FV8XyvYVbV33iBmDWfbCaofiC5VFVcQkRRGREO72vNjkGJfbA4P1LPr4Ju4e/zjpezId9hmrTPz+2UYno9y5fydnoyxqYrIB9EE6Rl8wzL7r/s9v5d1Fn5B1JA+NVs2ASX257IHZCCEcptrT92RwcPMReo7oRnLfjg3+HcKiQpn4D+epdX2wnkdX3MWRHcc4cTiH/mN72V9UtHoNj664kw1f/cXudQfoOiCZydfWhI+9dcdiDm89gsVkJTY5mvkvXOlXBhnaft92haLZ+5xpSNQFwP8BMcAqIcROWZanAeOAx4UQFsAK/EuW5YaLr7YxSktLCQ8P93UzvE5b1x0cEcSsW6ay/JUfKDxRjJAEvcd3Y8KssU5ryfU5/1+T+OPrv8iu59CkDdAy7PyBQI0hdYmLa17x0ByO7kon7e/jmA1mdAFaug/vyqyF01xeIjw2lEUf3+y2bVaLlReufZMDGw9TUVJFUHggfcf05I7357ut8tTQfRZC0G1wF5fJTlRqFeMvG834y0Y7bL/ljeuwWqxYLTa0emenOH+grfdtVyiavU+LTF+fCW11+rqyspKgIPfxpW2V9qK7rKCcDV9vJjA0gIHT+hAWEYbFZHHpZV1H+t4MPn74S/IzitAH6hg+YyAXLZqBEIIvn/2OZS+uxmo5WUhCH6zn1jevZ+j0AU7XslltbF61g0Nb0ug3rheDJvdr8KWgIb5+fiVfPvcdtnqJTSSV4LIH5jDn9ukuz2kv97k+iub2gTc0e336WqHmbau9dWZoP7pDo0M478ZJAKxe/CNr3/qTqrJqwmNDueCO8xh+/iCnc5L7JvHwsjtdXu+iReeTm57Pnt8PUlZYRmRCBKNmD3VpkKGmzOLIWUMYOWuIy/3NYc/6gw4GGcBmlfl73X63Rrm93Of6KJrbB77WrBhlD2E2O4d5tAfam+4f3vmVQ/vS7CFShSeKee+eJSR2j6Njj8QmX0dSSSx8/TpK8srIP15Ahx7xCCHx3es/oZIEk64e67GqSyq163QFas3JqWtDhYEf3vuNjP0nGDixL0nD21+oTHvr26Bo9gWKUfYQvo518xXtTfcf32wm87BjGsrinFJWvLyGBa/Pa/b1wmNDCY8NZc37v/HxQ1/Ys4N9+sQy5r90FeMvGdUi7a7PuMtGcXhrGtUVJ9N96oP1nFObtKQwq5in5r5CxoEanX+u2MpZE3pz94c3+50zlidpb30bFM2+4Iwyeim4Jycnx9dN8AntTbfZYKHfVOdwoqryJib2cIGx2uRgkOu+5507PsFqtTZw5ukxbu7ImhjrbnGERAaR2D2OmQumMHpOzZLXRw9+YTfIUFOAQhupYs17v9m3VRRXcmhLGrnp+fjaT8VTtLe+DYpmX9B+XnO9THtbh6mjvelO7BFPdrpjQQiVRsWQaWed9jXXf/mXU/5sqMl89dd32xk9Z5iLs86MS+6bxZzbp1OSV0pEXJiDw1re8QKn4wuOFbO35CBT5o3nxXlv8fe6fVhMFiRJEJMUxe3vzSdlYGdkWaa63IAuUOvWk7u10N76NiiafYFilD2EStW6f4BOl/ame95Tl/L2fR9zTHMCq9mKPlhH37N7cs7ljiE/sixz8K9U1n2+iZikKM795zkONZ3r426NF0CI05vcqiipRKvToA1wH4Op1WtcVmfSBzqfYzZYCIkM5p27PmH7jydTa9qsMrnHCvjf/Pe4/KE5LH/lB0pyS9EH6xgybQBXPnbRaXuJ+5r21rdB0ewLFKPsIcrKyoiIcJ3dqS3T3nSHRAZz0f3nMXzKEI7uPs7QaWfRe3QPJ8Pz+sIP2bxqhz3/87rP/uSO92+kc78kp2uOnTuCdxctwWx0dDjRBmgYXhvX3FQOb03jgwc+o/BEMRqdhu5Du3LT/65xGQtsrDLy/n2fcWTnMYQQdB/alXlPXcqkq8eRvvcElaUnq2h1HZbEhTeex5MXv+zye7PTcnn7jsVU1Ku8lX/8FwJDArho0fnN0uAvtLe+DYpmX6AYZQ8RE+M6g1Nbpz3qjo2LpfPczoydO8Ll/oObU9m8eqdDQYbsI3l89OAXPLriLgCKc0r44tnvKDxRTHyXGK5+/GIWP/qVvViDVq/hpleuadYU8MYVW3j1pg8cpsLz0guQVBK3vHGd0/EvXPsmO9futX9O35NJaV4Zdy++GWOVkV8+2UBlaTXhcaGMnTGKuM4x2Cxu1rhlHAwygNloYeuaXa3WKLfHvq1o9j6KUfYQRUVFBAa6np5sy7RH3Y1pXvf5JqrLnB2/8jMKkWWZ/IxCnrzoZXLSTmb76tgzgVc2P8Hfv+0HYNScoehcTCO748ThbN66/ROXa9OHthzBarE6GPictDxSdxxzPnZrGoUnipl8zTgmXzPOvj0zsyYlaKc+HcnPcE7Wpw3QYKp2Di2xuGhPa0Hp2+0DX2tWvK89RFv1QG2MtqA7+0guaz9eT9rO9MYPpnHNrtZpoabghBCCJU9842CQATIPZrPspe/pc3YPNny9mbvOfozbRzzCaws+cFnq8FRWvLKGKhcvAgBWsxWr2XGEm59ZREVRpdOxlaVVTjWQ4aTmf71yNUm9EqDebH1QeCCTrx6HNsB5ijyxW1yjbfdX2kLfbi6KZu+jjJQ9hK+nQHxFa9YtyzKv3fwBO3/ZS1lBOYGhAXQf0oW7P1nQYD7mxjRPu+4cfl3yB9mpufZtap2KwVP6A1CUVeLyvJwjeTx/1Ruk7z1ZqCL7SC5mk4Xb37mhwe+sv/57KrGdopwcvlIGdiI2OZq8dEdP6+gOkST1dk6CUqf573X7CY8LR6gkNBo15/xjDOMvGYkuSEd5UQU7ftpNRUkVaq2KTr07cP1zVzTYbn+mNfft00XR7H2UkbKHyM3NbfygNkhr1v3b0j/ZuGIrZQXlAFSVVbPr130seWJZg+c1pjkgRM+dH9xI37E9iescQ1LvDpx/42Quf/gCAIIjXE+VWSxWMg9nO20/vDUNQ4XBxRknGTLtLFQa5/XngBA9/3zhSqftgaGBTLhiNMERJ8NBQqKCmTpvvMtMYrm5uSx7YRXvLPqU3ev2c3zvCY7sTGfzyh3ognQIIbjlzet5aNkdXHTX+Sx84zqe+ukBQqNDGmy3P9Oa+/bpomj2PspI2UPUFbhub7Rm3ZtX7nC5Bpu67WiD5zVFc3Kfjjy6/C6X+y65dyZH/z5O4Yli+7bY5Cj6jOnO/j8POR1vMpgxVBrRB+vdft85l49m6w+72PP7AQyVRoQQRHWI5Mkf7iEywbVn6UWLZjBwcj++f/sXJEnivBsn0bm/s3c4QGBgIOu/3oyh3PHl4PC2o+zfeJg+tfWZuw5IpuuAZLftbE205r59uiiavY9ilBUUanE1sgSQPJz0onP/Tiz6+Ca+em4l5UUVhMWGcvmDcwgMDeSXxRsozil1OD4qMYKw2NAGrympJO5efDN7Nxxk6/e7SO7XkbFzR6DWNPzIpwzszMLXnT2zT8VQYaSy2HkN2lBh4PCWNLtRVlBQaB6KUfYQFRUVREVF+boZXqc16z73nxPYu+EglfVCeTR6DcPPG9jgeS2hOWVgZ+5dstBp++Srx7Lm/XX2KfXYztFNTsAhhKDf2F70G9vypVGtoiZ5SElemcP2gNAAeo9pmwa5Nfft00XR7H0Uo+wh4uJar5fpmdCadfcb24sL7pjOr5/+QWl+OcHhgQyechbn3zS5wfM8qXnuvbM4++IRrP14PcERQUyZN56gMN+HqMTHxzPhH2P46vlVVNU6lUkqQe+R3egxtKuPW+cZWnPfPl0Uzd5H+Nr9e+PGjXKvXi3/Ju9rMjIySEpyvR7XlmkLui0mC4VZxYTHhjapXGJb0Nxc6jTv/Hk3P7y3DovZQr+zezJz4dRWn+PaHe35PrcnvKF5+/bt2yZNmjTU1T5lpOwhWmt+3zOlLehWa9XEdW56WERb0Nxc6jQPnNyfgZP7+7g13qE93+f2hK81KyFRHiIyMtLXTfAJ7VG3orl9oGhuH/has2KUPUR+fr6vm+AT2qNuRXP7QNHcPvC1ZsUoe4jQ0IZDVtoq7VG3orl9oGhuH/has2KUPYTV6qZ6ThunPepWNLcPFM3tA19rVoyyh6isdE6s0B5oj7oVze0DRXP7wNeaFaPsIeLj433dBJ/QHnUrmtsHiub2ga81K0bZQ+Tk5Pi6CT6hPepWNLcPFM3tA19rVoyyh1i+fLmvm+AT2qNuRXP7QNHcPvC1ZsUoe4hlyxou99dWaY+6Fc3tA0Vz+8DXmhWj7CEsFucSgO2B9qhb0dw+UDS3D3yt2ee5r9euXZsPpPu0ER6gqKgoOjIyssDX7fA27VG3orl9oGhuH3hJc/KkSZNc5vL1uVFWUFBQUFBQqEGZvlZQUFBQUPATFKOsoKCgoKDgJyhGuYURQswVQuwVQtiEEENP2Xe/ECJVCHFQCDHNV230JEKIx4QQJ4QQO2v/O8/XbfIUQohza+9lqhDiPl+3xxsIIY4JIXbX3tutvm6PpxBCvC+EyBNC7Km3LVII8ZMQ4nDt/yN82caWxo3mNv08CyGShBC/CiH21/5u31a73Wf3WjHKLc8e4ELg9/obhRB9gMuAvsC5wOtCiLZZDR5ekmV5YO1/q33dGE9Qe+9eA6YDfYDLa+9xe2BC7b11WaS9jfAhNc9pfe4D1sqy3B1YW/u5LfEhzpqhbT/PFuAuWZZ7AyOBBbXPsc/utWKUWxhZlvfLsnzQxa7ZwGeyLBtlWT4KpALDvds6hRZkOJAqy3KaLMsm4DNq7rFCG0CW5d+BolM2zwY+qv33R8Acb7bJ07jR3KaRZTlbluXttf8uB/YDHfDhvVaMsvfoAGTU+5xZu60tslAI8XftdFibmuKrR3u6n/WRgR+FENuEEPN93RgvEyfLcjbU/JgDsT5uj7doD88zQojOwCDgL3x4rxWjfBoIIX4WQuxx8V9DIyXhYlurjEdrRP8bQAowEMgGXvBlWz1Im7mfzWSMLMuDqZm2XyCEGOfrBil4lHbxPAshgoGvgdtlWS7zZVvUvvzy1oosy5NP47RMIKne545AVsu0yLs0Vb8Q4h1gpYeb4yvazP1sDrIsZ9X+P08I8Q010/i/N3xWmyFXCJEgy3K2ECIByPN1gzyNLMu5df9uq8+zEEJDjUH+VJbluhybPrvXykjZe3wLXCaE0AkhugDdgc0+blOLU9uB67iAGse3tsgWoLsQoosQQkuNE9+3Pm6TRxFCBAkhQur+DUyl7d5fV3wLXFP772uAFT5si1do68+zEEIA7wH7ZVl+sd4un91rJaNXCyOEuAD4PyAGKAF2yrI8rXbfg8B11Hj83S7L8ve+aqenEEIspmaqSwaOATfWrc20NWrDQ14GVMD7siz/x7ct8ixCiK7AN7Uf1cCStqpZCLEUOAeIBnKBR4HlwBdAJ+A4MFeW5TbjGOVG8zm04edZCHE2sB7YDdhqNz9AzbqyT+61YpQVFBQUFBT8BGX6WkFBQUFBwU9QjLKCgoKCgoKfoBhlBQUFBQUFP0ExygoKCgoKCn6CYpQVFBQUFBT8BMUoKygoKCgo+AmKUVZQUFBQUPATFKOsoKCgoKDgJ/w/D6+7OI41x8UAAAAASUVORK5CYII=\n",
+      "text/plain": [
+       "<Figure size 576x432 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "distance_threshold = 80\n",
+    "model = AgglomerativeClustering (distance_threshold=distance_threshold, n_clusters=None, linkage='ward')\n",
+    "model.fit(X)\n",
+    "labels = model.labels_\n",
+    "plt.scatter(X[:,0],X[:,1],c=labels)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Results obtained are identical to $k$-means results. In fact, the target function that $k$-means and the ward criterion attempt to minimize is essentially the same, as both methods define clusters so as to minimize the within cluster distances. Hence, we would expect this algorithm to not be able to detect irregular shapes as $k$-means. We then deploy the nonlinear dataset. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 71,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2020-11-23T15:11:00.513307Z",
+     "start_time": "2020-11-23T15:11:00.323745Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.collections.PathCollection at 0x7f44b3a4b450>"
+      ]
+     },
+     "execution_count": 71,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 576x432 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "distance_threshold = 80\n",
+    "model = AgglomerativeClustering (distance_threshold=distance_threshold, n_clusters=None, linkage='ward')\n",
+    "model.fit(X_nonlin)\n",
+    "labels = model.labels_\n",
+    "plt.scatter(X_nonlin[:,0],X_nonlin[:,1],c=labels)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Agglomerative clustering using the ward criterion fails to detect irregular shapes. However, other linkage criteria are available, and we test the single linkage criterion."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 72,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2020-11-23T15:11:01.549793Z",
+     "start_time": "2020-11-23T15:11:01.379375Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.collections.PathCollection at 0x7f44b3a30910>"
+      ]
+     },
+     "execution_count": 72,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 576x432 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "distance_threshold = 2\n",
+    "model = AgglomerativeClustering (distance_threshold=distance_threshold, n_clusters=None, linkage='single')\n",
+    "model.fit(X_nonlin)\n",
+    "labels = model.labels_\n",
+    "plt.scatter(X_nonlin[:,0],X_nonlin[:,1],c=labels)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The single linkage criterion promotes a 'rich get richer' behaviour, where clusters of larger dimensions tend to grow more creating uneven cluster shapes. This methdo is able to detect arbitrary shapes as we see above, but this happens because shapes are well defined. We can already see here that few isolated points are considered as clusters per se, which indicates that this algorithm might face problems when data is noisy.\n",
+    "\n",
+    "We add noise to the datast and test how single linkage performs."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 73,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2020-11-23T15:11:02.778999Z",
+     "start_time": "2020-11-23T15:11:02.770966Z"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "noise_points = 200 \n",
+    "noise = np.concatenate([np.expand_dims(np.random.random(noise_points),axis=1)*35-15,\n",
+    "                        np.expand_dims(np.random.random(noise_points),axis=1)*40-20],axis=1)\n",
+    "y_noisy = np.concatenate ([-1*np.ones(noise_points),y])\n",
+    "X_noisy = np.concatenate([noise,X_nonlin])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 77,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2020-11-23T15:11:52.875722Z",
+     "start_time": "2020-11-23T15:11:52.693775Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.collections.PathCollection at 0x7f44b377be50>"
+      ]
+     },
+     "execution_count": 77,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 576x432 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "distance_threshold = 2\n",
+    "model = AgglomerativeClustering (distance_threshold=distance_threshold, n_clusters=None, linkage='single')\n",
+    "model.fit(X_noisy)\n",
+    "labels = model.labels_\n",
+    "plt.scatter(X_noisy[:,0],X_noisy[:,1],c=labels)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Noise acts as a bridge which connects the different clusters, that makes a clear distinction of the different shapes more difficult. In this example, we see that noise detection has an impact on the performance of clustering algorithms.\n",
+    "\n",
+    "\n",
+    "In the next section we introduce into density based clustering algorithms, and more specifically DBSCAN, an algorithm that was specifically designed for applications with noise.\n"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -491,14 +892,26 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 137,
+   "execution_count": 3,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2020-11-19T15:10:05.106632Z",
-     "start_time": "2020-11-19T15:10:05.081391Z"
+     "end_time": "2020-11-21T15:45:17.894754Z",
+     "start_time": "2020-11-21T15:45:17.795663Z"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "ename": "NameError",
+     "evalue": "name 'X' is not defined",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
+      "\u001b[0;32m<ipython-input-3-979f2e31bd82>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      2\u001b[0m \u001b[0mmin_samples\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m20\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      3\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 4\u001b[0;31m \u001b[0mcluster_labels\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mDBSCAN\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0meps\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0meps\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmin_samples\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmin_samples\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfit_predict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mX\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+      "\u001b[0;31mNameError\u001b[0m: name 'X' is not defined"
+     ]
+    }
+   ],
    "source": [
     "eps = 1.9\n",
     "min_samples = 20\n",
@@ -508,36 +921,25 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 138,
+   "execution_count": 4,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2020-11-19T15:10:05.440827Z",
-     "start_time": "2020-11-19T15:10:05.275314Z"
+     "end_time": "2020-11-21T15:45:18.227926Z",
+     "start_time": "2020-11-21T15:45:18.215776Z"
     },
     "scrolled": false
    },
    "outputs": [
     {
-     "data": {
-      "text/plain": [
-       "<matplotlib.collections.PathCollection at 0x7f6994e50390>"
-      ]
-     },
-     "execution_count": 138,
-     "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"
+     "ename": "NameError",
+     "evalue": "name 'X' is not defined",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
+      "\u001b[0;32m<ipython-input-4-46d05a1c38ff>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mscatter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mX\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mX\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mc\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcluster_labels\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+      "\u001b[0;31mNameError\u001b[0m: name 'X' is not defined"
+     ]
     }
    ],
    "source": [
-- 
GitLab