From 0429dafa8cf841b418ce0a65aab996ec1d2e8e19 Mon Sep 17 00:00:00 2001
From: Ulrich <ulrich.kerzel@rwth-aachen.de>
Date: Wed, 16 Oct 2024 15:14:53 +0200
Subject: [PATCH] from scratch implementations for DBSCAN and KMEANS

---
 datascienceintro/DBScanFromScratch.ipynb | 481 +++++++++++++++++++++++
 datascienceintro/KMeansFromScratch.ipynb | 272 +++++++++++++
 2 files changed, 753 insertions(+)
 create mode 100644 datascienceintro/DBScanFromScratch.ipynb
 create mode 100644 datascienceintro/KMeansFromScratch.ipynb

diff --git a/datascienceintro/DBScanFromScratch.ipynb b/datascienceintro/DBScanFromScratch.ipynb
new file mode 100644
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--- /dev/null
+++ b/datascienceintro/DBScanFromScratch.ipynb
@@ -0,0 +1,481 @@
+{
+  "nbformat": 4,
+  "nbformat_minor": 0,
+  "metadata": {
+    "colab": {
+      "provenance": []
+    },
+    "kernelspec": {
+      "name": "python3",
+      "display_name": "Python 3"
+    },
+    "language_info": {
+      "name": "python"
+    }
+  },
+  "cells": [
+    {
+      "cell_type": "markdown",
+      "source": [
+        "# Introduction to DBSCAN\n",
+        "\n",
+        "\n",
+        "The algorithm was proposed in the following reference:\n",
+        "\n",
+        "[Ester M, Kriegel H, Sander J, Xu X, Idrissov A, Nascimento M et al (1996) A density-based algorithm for discovering clusters in large spatial databases with noise. In: KDD. vol. 2. ACM Press. p. 49–60](https://cdn.aaai.org/KDD/1996/KDD96-037.pdf)\n",
+        "\n",
+        "The algorithm requires two hyperparameters, the area radius EPS and the minimum number of points in the neighbourhood (MinPts).\n",
+        "\n",
+        "Then, for a given dataset $D$ that consists of a number of points we want to find all clusters $C$.\n",
+        "We start with an empty list for $C$, to which the clusters will be added during the execution.\n",
+        "\n",
+        "The general idea is the following:\n",
+        "We have a set of points that we want to cluster. Unlike other clustering approaches, we neither require that the cluster have a specific shape, nor that each point must belong to a cluster. If a suitable assignment cannot be made (given the hyperparameters of the clustering algorithm), a point can be classified as \"noise\" and not attributed to any cluster.\n",
+        "\n",
+        "DBScan has two hyperparameters: a radius epsilon ($ɛ$) that, essentially, determines in how large a neighborhood we need to look for points that should belong to the same cluster, and the number of points that need to be within a radius $ɛ$ for a point to be considered a \"core point\".\n",
+        "These core points are all points that have (including itself) the minimum number of points from the dataset within a radius $ɛ$.\n",
+        "\n",
+        "If a point is not a core point (i.e. has at least the minimum number of points within a radius $ɛ$), we check if it is _directly reachable_. By this we mean that a point $q$ is directly reachable from a point $p$, if the ponts $p$ and $q$ are within the distance $ɛ$ (but do not form core-points). This can be extended to a series of points, if each point is reachable from the previous point in the series.\n",
+        "\n",
+        "In DBScan, we then start from a point that we have not considered so far, and retrieve the neighbourhood (defined by the radius $ɛ$) of this oint. If we number of points in the neighbourhood is equal or larger than the minimum number of points specified as a hyperparameter, this point is part of a cluster, otherwise it is a noise point.\n",
+        "This entire neighbourhood is then part of the cluster, and for each point of this neighbourhood, we look at its neighbourhood as well and add these points to the cluster if they meet the criteria. This stops when we can no longer add points to the cluster and we repeat the process for the next point in the dataset that is not yet part of a cluster or assigned as noise (i.e. an \"unvisited\" point).\n",
+        "\n",
+        "\n",
+        "\n",
+        "\n",
+        "In pseudo-code, this can be written like this:\n",
+        "```\n",
+        "1.   Set all points as unvisted\n",
+        "2.   For each point P in dataset D\n",
+        "  2.1 Mark point P as visited\n",
+        "  2.2 N = getNeighbors(P,EPS)\n",
+        "  2.3 IF size(N) < MinPts THEN\n",
+        "          add point P to noise\n",
+        "      ELSE\n",
+        "          create new cluster C'\n",
+        "          ExpandCluster(P,N,C',EPS,MinPts)\n",
+        "          add C' to C\n",
+        "      ENDIF\n",
+        "```\n",
+        "We need two functions in the above pseudo-code\n",
+        "\n",
+        "```\n",
+        "FUNCTION getNeighbors(P,EPS):\n",
+        "  N = empty list\n",
+        "  FOR each point Q in dataset D:\n",
+        "    IF Q is within a radius (smaller or equal) EPS around P THEN\n",
+        "      add Q to list N\n",
+        "    ENDIF\n",
+        "  ENDFOR\n",
+        "  RETURN list N\n",
+        "\n",
+        "```\n",
+        "\n",
+        "and\n",
+        "\n",
+        "```\n",
+        "FUNCTION ExpandCluster(P,N,C',EPS,MinPts):\n",
+        "\n",
+        "Add point P to new cluster C'\n",
+        "\n",
+        "WHILE list of neighbours N is not empty DO\n",
+        "  Q = first item in list N\n",
+        "  Remove Q from list N\n",
+        "\n",
+        "  IF Q is not visited THEN\n",
+        "    Mark Q as visited\n",
+        "\n",
+        "    N' = getNeighbors(Q,EPS)\n",
+        "\n",
+        "    IF size(N') >= MinPts THEN\n",
+        "      Append all elements of N' to N\n",
+        "    ENDIF\n",
+        "\n",
+        "    IF Q ist not yet part of any cluster THEN\n",
+        "      add Q to C'\n",
+        "    ENDIF\n",
+        "  ENDIF\n",
+        "ENDWHILE\n",
+        "```\n",
+        "\n",
+        "We then end up with two lists: The clusters (C) and all points that are not assigned to clusters (noise) -or, alternatively, we assign a label to each datapoint in $D$ where the value of -1 indicates a noise point and positive integers the respective cluster number.\n",
+        "\n",
+        "Note that the implementation below is not optimised for speed and efficiency, and will, therefore, be slower than what you can expect from implementations in other libraries.\n",
+        "\n",
+        "\n",
+        "\n"
+      ],
+      "metadata": {
+        "id": "bW3_JY4qt_qt"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# imports\n",
+        "# for generation of test data\n",
+        "from sklearn.datasets import make_blobs\n",
+        "\n",
+        "# for visualisation\n",
+        "import matplotlib.pyplot as plt\n",
+        "import matplotlib as mpl\n",
+        "import seaborn as sns\n",
+        "\n",
+        "import numpy as np\n",
+        "\n",
+        "# a deque is a built-in collection type, optimised for fast append and pop\n",
+        "# https://docs.python.org/3/library/collections.html#collections.deque\n",
+        "from collections import deque"
+      ],
+      "metadata": {
+        "id": "nMXVgVVtoWJd"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "###\n",
+        "### DBSCAN implementation\n",
+        "###\n",
+        "\n",
+        "class DBSCAN():\n",
+        "\n",
+        "  def __init__(self, eps, min_points):\n",
+        "    \"\"\"\n",
+        "    eps: float\n",
+        "        maximum distance between two points to be considered as neighbors\n",
+        "    min_points: int\n",
+        "        minimum number of points to form a cluster\n",
+        "    \"\"\"\n",
+        "    self.eps = eps\n",
+        "    self.min_points = min_points\n",
+        "\n",
+        "\n",
+        "  ###\n",
+        "  ### evaluate neighbourhood of a given point\n",
+        "  ### returns a python list of neighbours\n",
+        "  ### (leading underscore indicates that this is a \"private\" method)\n",
+        "  ###\n",
+        "  def _get_neighbors(self, point_index):\n",
+        "    \"\"\"\n",
+        "    Find all neighboring points within epsilon distance of a given point.\n",
+        "\n",
+        "    Parameters:\n",
+        "    point_index : int\n",
+        "        The index of the point in the dataset for which to find neighbors.\n",
+        "\n",
+        "    Returns:\n",
+        "    neighbors : list of int\n",
+        "        A list of indices representing the neighboring points within epsilon distance.\n",
+        "    \"\"\"\n",
+        "\n",
+        "    neighbors  = []\n",
+        "    for index in range(len(self.dataset)):\n",
+        "      if np.linalg.norm(self.dataset[index] - self.dataset[point_index]) <= self.eps:\n",
+        "        neighbors.append(index)\n",
+        "\n",
+        "    return neighbors\n",
+        "\n",
+        "  ###\n",
+        "  ### the main clustering algorithm\n",
+        "  ### (leading underscore indicates that this is a \"private\" method)\n",
+        "  ###\n",
+        "  def _expand_cluster(self, point_index, neighbors, cluster_id, visited):\n",
+        "   \"\"\"\n",
+        "    Expand the cluster from the given point by adding all reachable points.\n",
+        "\n",
+        "    Parameters:\n",
+        "    point_index : int\n",
+        "        The index of the initial point in the dataset from which to start expanding the cluster.\n",
+        "\n",
+        "    neighbors : list of int\n",
+        "        A list of indices representing neighboring points within epsilon distance from the initial point.\n",
+        "\n",
+        "    cluster_id : int\n",
+        "        The current cluster ID used to label all density-reachable points.\n",
+        "\n",
+        "    visited : list of bool\n",
+        "        A boolean list indicating whether each point in the dataset has been visited or not.\n",
+        "\n",
+        "    Returns:\n",
+        "    None\n",
+        "        This method modifies `self.labels_` in place to update cluster assignments.\n",
+        "   \"\"\"\n",
+        "\n",
+        "   queue = deque(neighbors)\n",
+        "\n",
+        "   while queue:\n",
+        "      current_point_index = queue.popleft()\n",
+        "\n",
+        "      #check if this point has already been considered\n",
+        "      if not visited[current_point_index]:\n",
+        "          visited[current_point_index] = True\n",
+        "          new_neighbors = self._get_neighbors(current_point_index)\n",
+        "\n",
+        "          if len(new_neighbors) >= self.min_points:\n",
+        "            queue.extend(new_neighbors)\n",
+        "\n",
+        "\n",
+        "      if self.labels_[current_point_index] == -1:  # If labeled as noise\n",
+        "        self.labels_[current_point_index] = cluster_id\n",
+        "\n",
+        "      elif self.labels_[current_point_index] == 0:  # If not yet labeled\n",
+        "        self.labels_[current_point_index] = cluster_id\n",
+        "\n",
+        "  ###\n",
+        "  ### the main method called by the user\n",
+        "  ### (following the scikit-learn convention)\n",
+        "  ###\n",
+        "  def fit(self, dataset):\n",
+        "    \"\"\"\n",
+        "     Parameters:\n",
+        "     ----------\n",
+        "     dataset: numpy array of shape (n_samples, n_features)\n",
+        "        The input samples.\n",
+        "\n",
+        "      Returns:\n",
+        "      -------\n",
+        "      labels: numpy array of shape (n_samples,)\n",
+        "       The cluster labels for each sample.\n",
+        "    \"\"\"\n",
+        "\n",
+        "    self.dataset = dataset\n",
+        "    self.labels_ = np.zeros(dataset.shape[0]) # initialise with zeros (\"not visited\") of the length of the dataset\n",
+        "\n",
+        "    visited = [False] * dataset.shape[0] # initialise with falses of the length of the dataset, track if a point has already been visited\n",
+        "\n",
+        "    cluster_id = 0\n",
+        "\n",
+        "    for point_index in range(dataset.shape[0]):\n",
+        "     if not visited[point_index]:\n",
+        "        visited[point_index] = True\n",
+        "        neighbors = self._get_neighbors(point_index)\n",
+        "\n",
+        "        if len(neighbors) >= self.min_points:\n",
+        "          cluster_id += 1\n",
+        "          self._expand_cluster(point_index, neighbors, cluster_id, visited)\n",
+        "        else:\n",
+        "          self.labels_[point_index] = -1 # mark as noise\n",
+        "\n",
+        "    return self.labels_\n"
+      ],
+      "metadata": {
+        "id": "yf98YWRs-EsO"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "## Test the code\n",
+        "\n",
+        "To test the code, we first generate a synthetic datset. Here, we use the functionality from [scikit-learn](https://scikit-learn.org/stable/) to generate spherical \"blobs\" - but you can also experiment with concentric circles or half-moon shape clusters."
+      ],
+      "metadata": {
+        "id": "hN5SNevlFFVH"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "X_blob, y_blob_true = make_blobs(n_samples=1000, centers=3, n_features=2,\n",
+        "                           cluster_std=0.70, random_state=0)\n",
+        "\n",
+        "# X_blob is a 2-dimensional array (for the two features we have generated)\n",
+        "# here we split it into the x, y coordinates into separate arrays.\n",
+        "# In a real application, this would be our \"data\"\n",
+        "#\n",
+        "# y_blob_true are the true labels generated for each data point\n",
+        "x_blob_data=X_blob[0:,0]\n",
+        "y_blob_data=X_blob[0:,1]\n",
+        "\n",
+        "sns.scatterplot(x=x_blob_data,y=y_blob_data, hue=y_blob_true)\n",
+        "\n",
+        "plt.xlabel('X')\n",
+        "plt.ylabel('Y')\n",
+        "plt.title('Ground Truth')\n",
+        "plt.tight_layout()\n",
+        "plt.show()"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 487
+        },
+        "id": "n8h-JNoVGHPP",
+        "outputId": "072e04af-c9cf-490f-e3ae-a082293a3bd4"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<Figure size 640x480 with 1 Axes>"
+            ],
+            "image/png": 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\n"
+          },
+          "metadata": {}
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "Then we create an instance of our clustering algorithm and look at the resulting labels per datapoint"
+      ],
+      "metadata": {
+        "id": "X9DlHWImFqnw"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "dbscan = DBSCAN(eps=0.25, min_points=5)\n",
+        "labels = dbscan.fit(X_blob)"
+      ],
+      "metadata": {
+        "id": "MVfm7q2QGO18"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# each point is assigned a label by the clustering algorithm\n",
+        "print(labels)"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "d5LwuDAjHDVq",
+        "outputId": "19df04ad-9f0f-45e5-ddf6-adc5da9658c4"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "[ 1.  2.  1.  1.  1.  3.  2. -1.  3.  2. -1.  1.  1.  2.  2.  3.  1.  3.\n",
+            "  2.  2.  1.  3.  1.  2.  2.  2.  2.  2.  3.  3.  1.  1.  1.  2.  1.  3.\n",
+            "  3.  1.  3.  3.  3.  3.  2.  3.  3.  3.  3.  1.  2.  3.  2.  2.  3.  2.\n",
+            "  2.  3.  3.  1.  1.  3.  1.  1.  1.  1.  2.  2.  3.  3.  1.  1.  2.  2.\n",
+            "  2.  1.  2.  1.  3.  2.  1. -1.  1.  2.  2.  2. -1.  2.  2.  3.  2.  3.\n",
+            "  2.  3.  3.  1.  3.  1.  2. -1.  2.  1.  2.  2.  2.  3.  2.  2.  1.  2.\n",
+            "  3.  3.  2.  2.  2. -1.  1.  1.  2.  1.  2.  3.  2.  3.  1.  2. -1.  3.\n",
+            "  1.  1.  1.  2.  2.  1.  2.  2.  1. -1.  2.  3.  1.  1. -1.  2.  2.  1.\n",
+            "  1.  1.  2.  2.  1.  2.  2.  1.  2.  2.  2.  1.  2.  3.  3. -1.  2.  2.\n",
+            "  2.  2. -1.  2.  1.  2.  3.  3.  3.  1.  1.  1.  1.  2. -1.  2.  2.  1.\n",
+            "  2.  2.  2. -1.  3.  2.  6.  3.  1.  2. -1.  1. -1.  1. -1.  2. -1. -1.\n",
+            "  3.  3.  2.  1.  3. -1.  2. -1. -1. -1. -1.  2.  1.  5.  2.  2.  3.  1.\n",
+            " -1.  1.  2. -1.  1.  4.  1.  1.  2.  3.  2.  2.  2.  1.  1.  3.  2.  3.\n",
+            "  2.  3.  2.  3.  1.  1.  1. -1.  1.  1.  2.  1. -1.  2.  3.  3.  3.  3.\n",
+            "  1.  1.  3.  2.  3.  2.  1.  3.  2.  3.  3.  3. -1.  3.  1.  1.  1.  2.\n",
+            "  1.  3.  1.  6.  1.  1.  2. -1.  1.  1.  3.  2.  3.  3.  3.  2.  1.  1.\n",
+            "  3.  1.  2.  1.  3.  3.  3.  2.  2. -1.  2.  3.  3.  3.  3.  1.  2.  2.\n",
+            "  3.  2. -1.  2.  1.  2.  2.  2.  1. -1.  2.  3.  2.  3. -1.  3.  1.  2.\n",
+            "  3.  1.  3. -1.  2.  3.  3. -1.  1.  1.  2. -1.  2.  1.  2.  3.  2.  3.\n",
+            "  3.  1.  3. -1.  2. -1.  2.  3.  2.  2.  1.  1.  3.  1.  2.  2.  2. -1.\n",
+            "  3.  1.  3.  3.  1.  1.  2.  1.  2.  3.  3.  3.  3.  2.  1.  3.  1.  2.\n",
+            "  1.  1.  2.  1.  1.  3. -1.  1.  1.  3.  1.  3.  1.  1.  3.  2.  2.  1.\n",
+            "  3.  1.  3.  3.  3.  2.  2.  2.  3.  1.  2.  3.  3.  1.  2.  2.  1.  2.\n",
+            "  1. -1.  3. -1.  3.  1.  1.  1.  3.  2.  2.  3.  1.  3.  3.  1.  2.  1.\n",
+            " -1.  1.  1.  3.  1.  1. -1.  3.  2.  3. -1.  2.  2.  1. -1.  2.  3.  6.\n",
+            " -1.  3.  2.  3.  2.  2.  3.  2.  1.  3.  1.  1.  1. -1.  2.  1.  2. -1.\n",
+            "  2.  2.  2. -1.  3.  2.  3.  4.  2.  2.  1.  1.  3.  1.  1.  1.  3.  3.\n",
+            "  3.  3.  1.  2.  3.  2.  1.  2.  3. -1.  3. -1. -1.  1.  2.  1.  1.  3.\n",
+            "  3.  3.  3.  2.  1.  2.  3.  1.  3.  3.  3.  1.  3.  1.  2.  1.  2.  2.\n",
+            "  1. -1.  2.  3.  2.  3.  3.  1.  3.  2.  3.  1.  1.  2.  1.  3.  3.  2.\n",
+            " -1.  2.  3.  2.  2.  1.  1.  2.  3.  2.  1.  3.  1.  2. -1.  3.  2.  2.\n",
+            "  2. -1.  3.  3.  2.  2.  3.  3.  3.  3. -1.  1.  2.  3.  1. -1.  3.  3.\n",
+            "  2.  3.  2.  2. -1.  1. -1.  3.  2.  2.  2.  1.  3. -1.  1.  5.  1.  4.\n",
+            "  3.  1.  1.  1.  1.  1.  3.  3.  2.  3.  2.  1. -1.  2.  3.  2.  1.  1.\n",
+            "  2.  3.  3.  3.  2.  2.  2.  3.  1.  1.  3. -1.  1.  1.  3.  2.  1.  1.\n",
+            "  1.  1.  1.  2.  2.  3.  3.  3.  1.  3.  3.  2.  2.  2.  2.  2.  1.  1.\n",
+            "  1.  2.  3.  2.  1.  1.  2.  3.  1.  2.  1.  1.  1.  2.  3.  3.  3.  2.\n",
+            "  3.  3.  1.  2.  1.  3.  3.  2.  3.  1.  3.  2.  2.  3.  1.  2.  2.  2.\n",
+            "  3.  3.  4.  1.  1.  1. -1.  1.  1.  3.  3.  2. -1. -1.  1. -1.  2.  5.\n",
+            "  1.  3. -1.  2.  3.  1.  3.  6.  2.  2.  2.  2.  3.  3.  1.  2.  3.  2.\n",
+            "  1.  3.  3.  1.  3.  1.  3.  2.  1.  2.  3.  3.  2.  2.  1.  2.  2.  2.\n",
+            "  3.  3.  2.  2.  1.  3.  3.  1.  1.  3.  1.  3.  2.  2.  3.  3.  3.  2.\n",
+            "  3.  3.  3.  2.  3.  2.  1.  1. -1.  3.  1.  1.  2.  3.  3.  3.  1. -1.\n",
+            " -1.  2.  3.  2.  1.  1.  3.  3. -1.  1.  1.  2.  3.  1. -1.  2.  3.  1.\n",
+            "  2.  1.  1.  2.  1.  2.  1.  1.  1.  3.  3.  3.  3.  1.  1.  2.  2.  1.\n",
+            "  2.  2.  2.  3.  2.  3.  1.  2.  3. -1. -1.  1.  2.  1.  3.  1.  3.  2.\n",
+            "  3.  2.  2.  2.  3.  1.  1.  3.  3.  2.  3.  3.  3.  3.  3.  3.  3.  1.\n",
+            "  3.  6.  3. -1.  1.  3.  2. -1.  1.  2.  1.  2.  1. -1.  1. -1.  1.  2.\n",
+            "  1.  2. -1.  1.  1.  3.  1. -1.  3.  3.  1.  1.  3.  3.  2.  5.  3.  3.\n",
+            "  1.  2.  2.  3.  1.  3.  2.  1.  3.  1.  1.  2.  2.  2.  2. -1.  2.  2.\n",
+            "  2.  3.  3.  2.  3.  1.  1.  2.  1.  2.  3.  1.  3.  2.  2.  1.  3.  2.\n",
+            " -1.  3.  2.  3.  2.  2. -1.  2.  3.  4.  1.  3.  1.  5.  3.  1.  3.  3.\n",
+            "  3.  3.  3.  2.  2.  1.  1.  1.  3.  3. -1.  2.  1.  3.  2.  1.  1.  1.\n",
+            "  3.  2.  3.  6.  1.  1.  1.  2.  1.  3.  2. -1.  3.  3.  3.  3.  3.  3.\n",
+            "  2.  3.  3.  3.  3.  1.  3.  1.  1.  1.  6. -1.  1.  3.  1.  2.  1.  3.\n",
+            "  3.  1. -1.  2.  1.  3.  1.  3.  1.  3.]\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "Finally, we put all datapoints that belong to a cluster into an numpy array (i.e. all labels not equal to -1) and similarly for all noise points (label equal to -1).\n",
+        "Then we plot all clusters and noise points"
+      ],
+      "metadata": {
+        "id": "ewP8gzQ4FxF2"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# group the data into the clusters (all labels not equal to -1) and noise\n",
+        "# (labels equal to -1). Noise points are not associated with a cluster.\n",
+        "\n",
+        "clusters = np.array([X_blob[i] for i in range(len(labels)) if labels[i] != -1])\n",
+        "noise = np.array([X_blob[i] for i in range(len(labels)) if labels[i] == -1])\n",
+        "\n",
+        "# plot the clusters and noise\n",
+        "fig, ax = plt.subplots()\n",
+        "sns.scatterplot(x=clusters[:, 0],y=clusters[:, 1], hue=labels[labels != -1])\n",
+        "sns.scatterplot(x=noise[:, 0],y=noise[:, 1], c='black', marker='x', label='noise')\n",
+        "plt.xlabel('X')\n",
+        "plt.ylabel('Y')\n",
+        "plt.title('DBSCAN Clustering, #clusters: '+ str(len(set(labels)) - 1))\n",
+        "\n",
+        "# matplotlib only\n",
+        "#ax.scatter(clusters[:, 0], clusters[:, 1], c=labels[labels != -1], label = 'cluster')\n",
+        "#ax.scatter(noise[:, 0], noise[:, 1], c='black', marker='x', label='noise')\n",
+        "plt.legend()\n",
+        "plt.show()"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 472
+        },
+        "id": "S26MBwddYz65",
+        "outputId": "7ec12eeb-843b-4947-b7b6-5c69c571147a"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<Figure size 640x480 with 1 Axes>"
+            ],
+            "image/png": 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\n"
+          },
+          "metadata": {}
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/datascienceintro/KMeansFromScratch.ipynb b/datascienceintro/KMeansFromScratch.ipynb
new file mode 100644
index 0000000..addf9f0
--- /dev/null
+++ b/datascienceintro/KMeansFromScratch.ipynb
@@ -0,0 +1,272 @@
+{
+  "nbformat": 4,
+  "nbformat_minor": 0,
+  "metadata": {
+    "colab": {
+      "provenance": []
+    },
+    "kernelspec": {
+      "name": "python3",
+      "display_name": "Python 3"
+    },
+    "language_info": {
+      "name": "python"
+    }
+  },
+  "cells": [
+    {
+      "cell_type": "markdown",
+      "source": [
+        "# Introduction to K-Means clustering\n",
+        "\n",
+        "K-Means clustering is one of the most frequently used clustering algorithms.\n",
+        "Here, each data-point is assigned to a cluster (i.e. all data-points are part of some cluster), the clusters are spherical in the sense that we use the Eucledian distance during the assignment of data-points to clustes.\n",
+        "\n",
+        "The algorithm depends on one hyperparameter: We have to know the number of clusters $k$ _a priori_, either due to external expert knowledge or via hyperparameter tuning.\n",
+        "\n",
+        "We start from a dataset $X = {x_1, x_2, \\ldots, x_n}$ and the number of clusters $k$. After the algorithm is run, each data-point in $X$ is assigned to one cluster centroids $C = {c_1, \\ldots, c_k}$.\n",
+        "\n",
+        "In pseudo-code, the algorithm can be described as:\n",
+        "\n",
+        "```\n",
+        "1. Initialise cluster centroids\n",
+        "   randomly select $k$ data-points to form the initial centroids for each cluster.\n",
+        "\n",
+        "2. REPEAT until cluster assignments no longer change\n",
+        "  2.1 assign each data point to the nearest centroid\n",
+        "      FOR each datapoint x_i in dataset X:\n",
+        "          find clostest cluster centroid c_j in the set of clusters C\n",
+        "          assign x_i to cluster with centroid c_j\n",
+        "      ENDFOR\n",
+        "\n",
+        "  2.2 Update cluster centroids\n",
+        "    FOR each cluster with centroid c_j:\n",
+        "      Calculate new cluster centroid c_j as mean of all data-points assigned to this cluster.\n",
+        "    ENDFOR\n",
+        " ```"
+      ],
+      "metadata": {
+        "id": "W_WP_PmnIDg6"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# imports\n",
+        "# for generation of test data\n",
+        "from sklearn.datasets import make_blobs\n",
+        "\n",
+        "# for visualisation\n",
+        "import matplotlib.pyplot as plt\n",
+        "import matplotlib as mpl\n",
+        "import seaborn as sns\n",
+        "\n",
+        "import numpy as np"
+      ],
+      "metadata": {
+        "id": "ZfZ7LunbNJjs"
+      },
+      "execution_count": 1,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "class KMeans():\n",
+        "    def __init__(self, n_clusters, max_iter=500, tolerance=1e-4):\n",
+        "        # hyperparameters\n",
+        "        self.n_clusters = n_clusters\n",
+        "\n",
+        "        #safeguard against failed convergence of the clustering\n",
+        "        self.max_iter = max_iter\n",
+        "\n",
+        "        # for checking convergence\n",
+        "        self.tolerance = tolerance\n",
+        "\n",
+        "        self.centroids = None\n",
+        "\n",
+        "\n",
+        "    ###\n",
+        "    ### assign datapoints to the clusters\n",
+        "    ### (leading underscore indicates that this meant as \"private\" function)\n",
+        "    ###\n",
+        "    def _assign_clusters(self, X):\n",
+        "        # calculate Eucledian distance between each point and the centroids\n",
+        "        # https://numpy.org/doc/stable/reference/generated/numpy.linalg.norm.html\n",
+        "        distances = np.linalg.norm(X[:, np.newaxis] - self.centroids, axis=2)\n",
+        "\n",
+        "        # assign each point to the cluster that has the closest controid\n",
+        "        return np.argmin(distances, axis=1)\n",
+        "\n",
+        "    ###\n",
+        "    ### perform the cluster assignment\n",
+        "    ### follow the scikit-learn convention of fit/predict\n",
+        "    ###\n",
+        "    def predict(self, X):\n",
+        "        return self._assign_clusters(X)\n",
+        "\n",
+        "    ###\n",
+        "    ### determine the clusters with centroids\n",
+        "    ### follow the scikit-learn convention of fit/predict\n",
+        "    ###\n",
+        "    def fit(self, X):\n",
+        "\n",
+        "        # start with randomly assigning n_clusters centroids\n",
+        "        # https://numpy.org/doc/stable/reference/random/generated/numpy.random.choice.html\n",
+        "        initial_indices = np.random.choice(len(X), self.n_clusters, replace=False)\n",
+        "        self.centroids = X[initial_indices]\n",
+        "\n",
+        "        # iterate to update cluster centroids until convergence\n",
+        "        # or until max. number of iterations is reached\n",
+        "        for i in range(self.max_iter):\n",
+        "\n",
+        "            # assign each datapoint to the closest cluster\n",
+        "            cluster_assignments = self._assign_clusters(X)\n",
+        "\n",
+        "            # calculate new cluster centroids (based on Eucledian distance)\n",
+        "            new_clusters = np.zeros_like(self.centroids)\n",
+        "            for j in range(self.n_clusters):\n",
+        "                cluster_datapoints = X[cluster_assignments == j]\n",
+        "                if len(cluster_datapoints) > 0:\n",
+        "                    new_clusters[j] = np.mean(cluster_datapoints, axis=0)\n",
+        "\n",
+        "            # check for convergence\n",
+        "            # new centroids are within the tolerance of the previously\n",
+        "            # determined centroids\n",
+        "            # https://numpy.org/doc/2.0/reference/generated/numpy.all.html\n",
+        "            if np.all(np.abs(new_clusters - self.centroids) < self.tolerance):\n",
+        "                break\n",
+        "\n",
+        "            # update centroids\n",
+        "            self.centroids = new_clusters\n",
+        "\n",
+        "\n",
+        "\n",
+        ""
+      ],
+      "metadata": {
+        "id": "HCTpVeX1NYdU"
+      },
+      "execution_count": 4,
+      "outputs": []
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "## Test the code\n",
+        "\n",
+        "To test the code, we first generate a synthetic datset. Here, we use the functionality from [scikit-learn](https://scikit-learn.org/stable/) to generate spherical \"blobs\" - but you can also experiment with concentric circles or half-moon shape clusters."
+      ],
+      "metadata": {
+        "id": "6WwsBFlhRbCI"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "X_blob, y_blob_true = make_blobs(n_samples=1000, centers=3, n_features=2,\n",
+        "                           cluster_std=0.70, random_state=0)\n",
+        "\n",
+        "# X_blob is a 2-dimensional array (for the two features we have generated)\n",
+        "# here we split it into the x, y coordinates into separate arrays.\n",
+        "# In a real application, this would be our \"data\"\n",
+        "#\n",
+        "# y_blob_true are the true labels generated for each data point\n",
+        "x_blob_data=X_blob[0:,0]\n",
+        "y_blob_data=X_blob[0:,1]\n",
+        "\n",
+        "sns.scatterplot(x=x_blob_data,y=y_blob_data, hue=y_blob_true)\n",
+        "\n",
+        "plt.xlabel('X')\n",
+        "plt.ylabel('Y')\n",
+        "plt.title('Ground Truth')\n",
+        "plt.tight_layout()\n",
+        "plt.show()"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 487
+        },
+        "id": "vhkgbG_IRbQ1",
+        "outputId": "35e686d8-10f5-4534-97c6-332397e18381"
+      },
+      "execution_count": 5,
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<Figure size 640x480 with 1 Axes>"
+            ],
+            "image/png": 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N9NgJBILjD9/z8GwL17KEAe8hIGsa0c6eqvvUWGLJHj2BQHD8ICp2AoHgqOBaFubUGObkOL7nocUThNu6UHQDSRZ/c64UJRwlvv4E8sP7cHJZpOIwhp5sRNZWvzlcIBAcmwhhJxAIjjiebZHZsx23kC9ts1Oz2GmRi3qwyIqCHI2h9G3A9zwkSUJStSVtUpaD77p4jo2Tz+F7LmokhnyY+5MEAsHBIf5VCgSCI46Tz5WJuhK+T35kkGh3P7LwXTsolmNkvBI818WenSa7fwA4MKShJ5uItHWKaqBAcIwh1jsEAsERx1rEmsNOzy7pFA9B/qNrmbiWie95q3l5QJDf6jnOI36i1LMtsvv3MF/UAVjTE9jp2aNyTQKBoDaiYicQCI44krJILqqssNjioe+6OIU8uaG9uPkcSBJGsolQSxuKvjoRgq5lYs1OY81MIckyocYW1GjsiAwheLYdhJJ7LpKqBpYMR7F6aU6O19yXHx9Bi9eJqp1AcAwhhJ1AIDjiGMlGzInR6vsam5G02r+aXLNAeufDBzb4PubUOHY2TXzdJpRDFF+uZZLeuRXPPpDikMlm0OJ1RLt6FxV3nm3hmibm9ATIMkZ9I4phLHt51DULZAZ2li1T68nG4pLnkZ9snZtarrnfsZf00DtW8Wy7VBmWFEWIU8FxgxB2AoHgiCNrOqHWDgqjQ2XblVAYo6EZSareJeI5DrmhfdX3mQXcfO6QhJ3veRQmxqqKGTs9i2sWagosz7bI7Ct3trcmx9HrG4m0dy0pHDzbIr1rW8W5relJZFUl3Np5xKeFJVlGiyewUzNV9yvhKChrq6PH9z3cfJ7s/j0lAa2EwkS7+lBCYTGRLVjziE+wQCA44siqSqixJchFLVpyxPo3Eu/fiKLXFma+5+HkMjX3W6lD6/nyXAdrerLmfnNyHL9GhcpOp8pEXemaZiZxC7klz+2aZs3qWGFiHNcsHJXMVy1eV3PpPNLeibzIsvqxiGdZpHY+XFYVdQt5UjsfXrQ6KRCsFYSwEwgER4W5TNRIRzex7n70eN3Sy41SsGxW85hHaTnNc2wKk2M19xcmxvC8xQdCXMusvdP38MwCmb27jrj4UHSDxPrNqPPSK2QjFCx762srf3auIlt1+dj3KUyMHZZBHIHgSCKEnUAgWDPIqorR2FJzv1GXPLTjKyp6sqH28Ruaq/vC+Sw6yet77sKh0goUY5HBD0nGB5xMGnNqombVcCk828LJZ7Ez6aACuMyJXyUUJta7nrrNJ1O36SQS6zahxRKLiuxjEd9zcbLpmvudbDp4rwSCVeDuu+/muc99Lh0dHUiSxPe///0jcl4h7AQCwZpBkmRCjc2okVjFvkhXL9IhDhhIskyoqRWpSuVPjSdQQtUrVJKioCXqax5Xr2tYcrJV0Q3kGlO9RkNTySKmMDGGb698SdYp5EjteJjU9odI79rK7Nb7yQ3tW7IC6Hlu6TGKEUIJhdduRJkkL3rtsqZBjf5OwdrHzBZIjUwxuXuY1MgUZrZ6tvJqkc1mOfXUU7nlllsO63kWsraaIwQCwSMeWdOJ9a7DtUzsdApJUdETdatmCxIsPZ6ANTNVtDtRMJpa0BaxO5mzRLGmJyoqd7KmoyXqlnVf8f6NVadi1UiE7L49APiug79U+W8ec5Ot6Z3b8BdU6KzpSWRNJ9zSXjE04HsermVSGBvByWWQVY1QaztqOLLqJshHCllRCLW0lfz31Fgco74RSZbxXBclFBHG2Mcpuak093zll4w+tLe0rXVLL2e+8mwiDfFFnnnwnHvuuZx77rmH5diLIYSdQCBYc8iaHgim6OH5hazoBqHmNoyGJkBaVnSWrOskNmwhPzaMNTONJEnoyQZCzcv311OMEPH+TXhWcZBClrFTsyVRB6BGYkjy0uLD9308y8ScGkc2whWibg5zYgyjoaniGp18jvSuraV+NM8yyezeTqi5jVBL+5oVQIoRJtzWiaxquGaB3PB+fNdB1jRCrZ0ohr5mhaugOma2UCHqAEYfGuCer/yKf7nwXIzo2uoXXQwh7AQCwSMaz3PBcfGlII5rroduLmt1uUiShGKEiHT2EG7tBIKewIWVMM91S1W9avtlTcP3fXL7duNVGagId3QvS2i6ZoHUjodQdANtkeXFoP/PDyp7jo1nWfi+hwTodUmsmamyxxfGRwLBu0aFnayq6MlG8iNDWNMTpe2ebZPbvwe/vYtQY4uwPTmOMNO5ClE3x+hDA5jpnBB2AoFAsNYJKloF8qPDwdKcLBNqaMFoaDykHjJZVkCvFD1zFbTcyBB2ahqQMJKNVRMzFF0nvm5TID5mp8D3UUJhIp09qMbSX0Ce45Ab3Aueh2fbi1YMAysTCTuTIrN3F5SmQiVCza2EWzvIL/AbdHJZlGVcxzGL55WJuvnkR4fQ65KrlmIiOPrY+UUmzgE7f3zZ3AhhJxAIHpF4ZoHZHQ8dEDKuS350ECs1Tbxvw6oPCHiWSWrHQ/N68IqJGekZ4utPqCLuDCJdPYTbOsD3g3SEZVYQ509/+q4DkoSs6VUHJUItbfi+R2bPjoVHoTA+QrSrr/K51SaD1xDVKqEHdnrFZWsh7I4XtPDi76UWXqPDQDUQtWaBQPCIw3NdcqPD86pTB3DzOZz80obCK8H3PAqT41UtUTzbxk7NVLUwkWUFRTdQjNAh9X3lR/YT7epFCUcObJQkQs1t6PWNWFPVq1cAhclx9GRj2TZ1/nHWIItlFQcPEF+NxxNGPELrlt6q+1q39GLE1/bneSGiYicQCB5x+K6LnZ6pud+amQoSF1apMuW7btVYLr2+Ab0uCZKEW8gjq9qqmCxLioqWqMMuJnF4tk1m325CTa0orR1IioqsaSWx6Jq1bR88yywTlZGOnhX1Hh6LSKqGpGpB1u0ClHBkWT2MgrWDEQ1x5ivP5p6v/IrRhwZK21u39HLmq84+bP11mUyGHTsOVMJ3797N3//+dxoaGujp6Tks5wQh7AQCwSMQSQosSmqmDMjKqok6z7FxLbPCzDfS0Y1rmkFfW7FaFxgBr0Mxwis6finMXlWRFRVZUYi0d5PKZkr7fMchPzKI0dxKuLm9JF5830eJREsWIAtRwmF830evbyDU1IpsGGt2InYOWdOI920gtWtrWdVWUjViPevEVOxxSKQhzr9ceC5mOoedt9DCOkY8cliHJv7yl7/wtKc9rfTzFVdcAcCrX/1qbr/99sN2XiHsBALBIw5JVTEamimMDVfdH2poWpXzeK5LYWIMe3Yao6GJXHGJV43F8RwHc0EMWZBZuo3Ehi2LZuZCMTc3nyM3OFDyvVNjCaIdPSihELJukNh4ItbMFHZqBklRA+uVULisIiVJEkZ9A4WxEfArhW64tRMlFEKSmo+bSVFJklDCEeo2nYSTzeKaedRIFCUUPuihCd/zggljSV7zwvd4xYiGjuj061Of+tSDTok5FISwEwgEjzgkScZoaMaena5YhjSaWpCXEFXLxXfsQDDhIykqaiyBk0lh1DeSG95f8zmumV9S2LlmgfTOrczPKnMyKVI7HyaxcUvQmzfnx9fYHAxQ1PC/k3WD+PpNZPcesFiRVJVIZ28gEpfqSVuDSJKErKio0SiyrgXVW9/H89yar1M1fM/Ds0wKk2M4uWxg+Nzchnycvm6CYx/xqRMIBI9IFF0n1r8JN5/FnJkqpkc0I+vGqi3FBZOkgfDKDg4QaevCaGhCVtSahsEAbj4P8dppFZ7rFi1IKqsBvutgp2ZQmlqBoh/fIgLDc2zsTBprZpJQcxuyriMrSpDkoemrtiR9rOG5DtbMFLmhfaWlcJCIdHSh1zcuu89uoZGzm89hp2aIdHSjNzStSCQKBKuBEHYCgeARi6LrKLpeynldbREjzZ+u9H1yw/uQFIVodz+SolSdkgVqZtKWDuW6OLlMzf12OoXRsPTSqec45EeHMCfHg+el5vrsJOLrNx0VLzffc/EcBzefx/c91HCk1Du4mnimGXj9lZ+d3NC+4gDF0qkmnm2T3b9nnjA8QG5oP1q8Dgwh7ARHluOjYUIgEAgOAUmSDktlStK0iqEJ33UxJ8cwGpqrP0dRUUKL2y9IsrRoVVFSNZAkPM/FtS28KtOfECz7zom6BXvI7R/As6s/73Dh2jZuoYCby+K7DoXxUWa33k9+dGhVr8XzXPLj1fsrAQpjI3g1RHfZcVwHr+ZEsY9bOLwh8wJBNUTFTiAQCA4TsqYT611Pevf2sqqOk80SbuvCc2ys6ckDj9cNYn0bluyvk1WNUHMb2X27q+4PNbfimgUKY8PYmTSyqhJqakWLJ8qMl+1Fqn6uWQiWi1fBfqUWnm3hFvJYqVmMZAP50SHsdAoIxGm4pR03EsGcGEONxDDqG1bpxD6eVTttwLOtYFr2kIcgqjfOe64bDKrIsliqFaw6QtgJBALBYUKSJNRIjLpNJ2HOTuPlcyjhCEo4Qn58lFBTM+HmNjzXQZIVJFVFWWbihRZLBObCM5Nl2yOdveB7pHY8fKDvywmWDLW6JNHOnlK1T1rCiNeXJFzLxC3k8WwbNRwJevBWoQfRsy3Se3bg5nNEu/vJ7N1VJrZ8xyY3tJdoVx+2kaYwNowWi6/KuSVZRg1HcWsYUSvhaEWltRqyoiAboZpVOyVUblsTVPhM8mPDeGYBORQm3NIeWMgIgSdYJYSwEwgEggW4lomTzWBnMyhGCD1RFwwSHITdhyTLKEaISEt7MEHpOviWhZFsLIk5LbR837o5ZE0j0tFFqLkNO5tCkmW0aBxkmezArqp9X/bsNF5zW0kcqZFozePrySZ82ya1Z3uZ15saiRPr7V9R5Jrn2LimWRShEkZDE1ZqBjefC5aNfa9mBS0/PkKooZn82DC+7+NaFp5ZwDHzqEYY2QgtWeFciCTLhJpaMKcnKl8nKcjIXc57LWs60a6+suGJOcLtXWVGzr7nYadmy6qsrlnAnp0m1rdhVQ2xBY9shLATCASCeQReclvLplbzI/uJ929EjcaWrHLVwvdc7EyazMDOMhGgxhNEu/qWXambj6wG6RFq+IAwdE1zycGKOUEnaRqRzp6KIQJJUQg1t5La/lCFt52TS5MfGyHS3rUs8ePZFtn9A2UGyEooVOrtU4zQohFunllA1jTUWALfdUnv3oY/r99O1nTi6zahGCvzJ5N1g/i6TWT37SlZvMi6EbwXKxgaUcMREhtPpDAxilu0Owm1tKEY4TI/O8+xyQ4OVD1Gdt+ekkWNQHCoCGEnEAgERTzHIbNvT6UVie+T2bOTxKYTD/rL17NtMnt2srDvykmnMCcnCLe216zYeK6L77lIkry0DcdSRR/5wANkWUGvb0SNxChMjOHZVrDEW5fEyWerGhYDmFMThJpbl/Va2Jl0RaqFJMmBmS+BPcti1T9JUfB9j3BrO5mBnWWiDgLhmBnYSbx/04ri2OYqnIn1m0uDEpKioqywp1CSZdRQmGhHTzDlLFc3KPZtu2o2MQSvge84IISdYBUQwk4gEAiK+I6Nm89W3ykVM1+zGdx8DlnTUcLhZXu9BeKmejO9OTmK0dBUsaTouy6uZZIfHcLNz1WD2lEjsZoCT1JUtLp67NmZqvv1Bf54sqIghyNEu3rwfR9JkpEkCSs1XftmfK/qUu9CPMehMDFWsd3JZ9FiCezUDG4hH0wBS1LVYxrJJmQjFJgH1+hlc00Tz3PxTRff85AUBVnVlr2cKq/CfIgky4eWzCGWYQWrhLA7EQgEgiI1438kmWj3OrL7dpPe+TC5ob1kBnaQ2vYgTj63rNggd5EpzMDPrvIYTj5LavuD2KkZPNvGyWXJ7NlBYWIUr4bBsawoRNrK+7vmCLd2INWojklSMKE5J1LVcO3+O1nTYTkixvdLlbn5mNOThBqbobisXRgfIdrVV/p5Di1eh9HUghaJ1ax2SbJCrHcd+eH9zG69n9T2B5nd9gCF8dGaNi9HA0nTkGoMSEiquqiJtGBtcv3113PmmWcSj8dpaWnhBS94AVu3bj3s5xXCTiAQCIpIilL1C9ZoaMScGi9lss7hey6Z3duKCROLo8VqG94qoXBF755b7E2rRmFsOFi6q3lAlcT6zUQ6eoKl1WQjiQ1bMBpblp1jqhhGzb61cHvnsnoCJUVBL5o/l+F55EeHiK/bhJaox8llMKcniK/bSKx3PdGuPhIbTyTafaDfTapRoQy3dQQ2KamZBccfxJyaCKLCjgFkVSPS3Vt1X7S7f0XLyIKDY3Ymze6de/nn3x5k9869zM6kD+v5/ud//oeLL76YP/7xj/zyl7/Etm2e+cxnks3WWBVYJcSfCAKBQFBE1nQi7V1BmsA8tFgiGHqogu+6pbxZf862RFErlkqVcARZN0qN+vMJt3dXfLH7rlv1sXO4+XyF8PLdwJDYnp3BSs2ghMOEWtqQ9ZVPjsqaTqx/I7nh/dizwbKspGpE2jrRYrXjzuYjyTJGYzPm1HhFyoZrWcFkb2cPnm3hmSaF8RHcQoFQc2tpMKR0LFXDaAiOdWCjhKzpNW1LCmMj6PUNx8RQgiTLaLG6YNBifDTIAw5HCDW1ohzH0W3HCiNDY1zzzo/w+7vvKW17/JPP5JobrqSto+WwnPNnP/tZ2c+33347LS0t/PWvf+XJT37yYTknCGEnEAgEJSRJQkvUE+vbSH54H65ZQFK1JZfJ5uKp5oSYGksQ7eotExRKcXozN7SvVF2SdZ1IRw9qpDJpYsmvebnyEa5tkdmzo3Qdbj6LNTWBGo0T7eoLxIMUiKTlCAmlOCXqt3UG/W9zvWsrECGyppPYsIX86BDW7DQgoScbCDe3I6sq+fFRCqNDZc/JDe7FzecJt3eVKoyyogRLyapKYWIUgFBjy6IJEb7nHjMVO5jfz9gb9AIeal+eYFnMzqQrRB3A7+++h2ve+RFu+O/3UVe/dITcIV/HbDBE1NCwSkbbNRDCTiAQCOYhqyp6og41HAl65yTA95EUtXJadu45mla2HOtkUmT27CDev7Fs4lPRDaLd/fiOXRJKtZY0g2ixcMXyb7BTqjC/dR0ba2qiapXPyaZxCzlyo0PgeYSaWtDrksvyopMVZVkJDJ7jFF8npUysSJIU+Ph19hJu6wqOqapIsoxrmRTGRqoez5waJ9TcWnZuWQvSKPSGJnBd8uOjFa9DOdIxKZyEoDuyTE1OV4i6OX5/9z1MTU4fdmHneR5vfetbecITnsDJJ598WM8lhJ1AIBBUYf7SqGvbhFrayQ/vq3icGonhWmbFROdcWsNC8bRcoSRrGtHuflI7H64YHIh29iIvqCL6jlusiFXHnJ5Aiycwx0fJDe3DSs0SW4XeLs+xcfI5CqPDeI6NGo0Ram5D0Y0y8TL/vn3Pw7XMIP+1hqUKBFYmC5ebJVkGby5Zw0OPJ5BUtWrPoV7fIIYSBKRTtX0dATJL7F8NLr74Yu6//37+93//97Cfa838yXDNNdeUgrrn/jvhhBOO9mUJBILjHM91KYwPg+cSbus60MQvSejJRsLtneRHhqo+112kR245KKEwdRtPJNTagRqLozc0kdh4Ilpd/bIir8rwyyPEnEwKzz606/Nch8L4KJnd23FyGTzLxJqeJLX9wZqmw55tkx8bZnbrA0HlchGqTZF6rkt+ZLAkCPNjw0S7+iumgNVIjHBb57KHRRbD94NsWdeygsqkYE0RT8QW3R9bYv+hcskll/CjH/2I3/zmN3R1dR3Wc8Eaq9iddNJJ/OpXvyr9rC5l1CkQCATLwPe8wBrDKwazz/NA8x0bc2Ic8FEjscBKpLjPSs0EQwE1qk4rid2qxtwyZrilHd9rDf6orbGEJykyWl0Ss9h/thC9LgkLqldWagY1cuBLzfd9PNvGsy1810UxDCRVragOlh7vOBTGqyyl+j65wYEK02Df8yhMTVAYGwaCSC0lHKk6/CBpWtVqou+62OlU6WfPLJAb3kukvavoNeihRqLB8MUqTJp6toU5PUlhfBTfdVDCESLt3cEwzCqIRsHhp6ExyeOffGbV5djHP/lMGhqTh+W8vu/zlre8he9973v89re/pb+//7CcZyFrShmpqkpbW9vRvgyBQHAc4dkWhYkxCpNjJWEXamol1NiMrOnFJb5gmdXJZSriuvT66o3QsqZXTKJ69oGKj6yqyx5ikCRp6QqdD0ZDU5AHu8B+RY3E8PGRfK9s2XJ+Rcz3/ZJP3vxeQiPZFFS+qoikxaLL3EI+EL3znuc5NuY8IViYGCXa3U92356y6p2kKMT7NlT14pMIlmN994CY9kwzyGCVZUKNLaiNzTWvayV4jl0Rh+bmc6R3bSXWv7HC7Hk18RwH37FLhsuSqgkheZDU1ce55oYrq0/FfuTKw9Zfd/HFF3PHHXfwgx/8gHg8zshI8Nmvq6sjHF55PvRyWVPCbvv27XR0dBAKhXjc4x7H9ddfT09Pz9G+LIFAsEbxXJfcyCDW9OS8jV7gE4dPqKm16vTpfGRNQ40ncOZVkWTdIN63oVSx8z0PJ5clu293SXTJmka0qx81El35smq161BV7LxFpLMHJ5cNJm8lGaM+iaRqZPcPoNclUSOx0lTufI85z7ZI79pWUX00pyeQQyFCTa1VROhir42Ej485M4UkKyihEL7nlRkW+45Dbv8AkY7uwN7FtlBDYZRItGaih6SqGA1N1SuFnhdUJlcJz7Yr4tDmyA3uRVl/AnOiX1IU5BoGxCvFtUyye3eXCWc92USkreOQq8CPVNo6Wrjhv9/H1OQ0mVSGWCJGQ2PysA5NfPrTnwbgqU99atn2L37xi7zmNa85bOddM8LurLPO4vbbb2fz5s0MDw9z7bXX8qQnPYn777+feLz6G2OaJqZ5oIcklUpVfZxAIHhk4jt2uagrEm7tRNZ1cvv2oNc31vSfk40QsqoR616H7wRLmJKiImla2bSra5mkd28rG7DwbJv07m0kNp2EqhzaX+++7+M7DrKikt69HSUcRkvUg+9jTk2UfPYkWcJ3g2sIt3WWpVA4mXTNJeXC+AhGXQPSggqkGqmeTmE0NKPX1WPNTOG7Dmo0jp1OoUZjFdFhnm2R3bsLSdWI922oecw5Am+8liCObEHEWKi5DXkVPeucbPWKpKQoRDq6MSfGMKfH8T0PLV4fCC/dOCRPOq9oWbNwGtqankCSZSLtXWKi9iCpq48fEVuTOZaTSHM4WDPC7txzzy39/0c96lGcddZZ9Pb28q1vfYvXv/71VZ9z/fXXc+211x6pSxQIHnF4jh1EXWUzSIoSVJ/W0JJRtUb4UHMbnm2SHx0EgiXFSGcv2X27y5YoJVUl1rv+QAVFVatab/iehzkxVjNbtTA2QrSr96C/rD3bxpqdJj82hBavQ082YE6OVxUlWqIeK50isWELsm6UvU9VbVXm7sFx8KtEnkmqRqSjm9zQgWlho7EFSZZJ795e2mZOjqNGYyhGCL2+EWt6oup5aqVLLETRdWL9m3Dz2aAiqKiEGpqCe1rGMTzHKb2Xc7myK7meSEcP+eH9ZcLSnp1iNj1D3cYTayZ2LAfPtmu+F+bUOKGmlkM6vuD4Z80Iu4XU19ezadMmduzYUfMxV111FVdccUXp51QqRXd395G4PIHguMezbbLD+7Bnpsq2R7r60OvqazbcH0tUiClJQo3GyOw58HvFsy1yw3uJdvYENh1zy4WhCIqxdHXI9zycfO0IITefxffcgxJ2nutSmBilMD4K+FjTk8T6NmKnUxUVRqOhGTUSRYvXVa0oqdEY1Bi8qFWFkhUFPdmIGomRHx/Bdxz0uvpgSXcBTjaDnUkRamnHsy2czLyla00j1r9pRQkRih70MGqJ+mVXyHzfxzUL5AYHSsJXjUSJdPYWY93Kj6OGoxUVRlk38D23oloIBFFmY8NEOw9FqC8ST+f7x5ThsuDY5Nj/zVuDTCbDzp07eeUrX1nzMYZhYCzjF69AIFg5VmqmQtQB5PbvQY2cdEwJu7kKje+6QeSXGkR+yaqKbITwil/SajgaLEkWkY0QihHCdxwye3chaRqx7n4y+3aj6CEiHV0oRqhmuDsE4lHWjZqxV7IeAulgRJ2DZ9soRohY7zp81yU/PkJ2/26iHT24thX0/SkKocYWlFCoZmUKgsizWn5wwfBE9d4uWVGRIyqx7n583yc/vL/mOazpSfS6JOHWdvymVjzbRFbUIILtIKu8K1n29CyT9I6Hy/r8nFyW1I6HqdtUWWmTNZVYz7qyODk1Ei2byl2InZrBb+2sWLZeLov30EmLftYEAlhDwu7tb387z33uc+nt7WVoaIj3ve99KIrC+eeff7QvTSB4xOHZdvXm9SLW1ARqx7FRHXdti9zg3rKQeDUaLwXMx3vXk969LTDLJWiFl3WDSHsXnmXi5HMo0RihlnbMybFgWdK2cWyb1PaHSWw4YdG+MEmWCTe3lfJWFxJqaVuxqPFsm9zI/rL+QEnViHb1kh8ZJLN3F0ooTLRnXYVRsO95eLaN7wcid87aRdENEus2k9m3uyRCJVkh3NaJFksseU2SLIPv49VI54BAjCJJpHduDZ6jqIHI8n3UaJxYz7pVsSiphu97mNMTZaLuwE6PwsQokfbu8tQMWUGLJajbfDLW7DSuZWEkGzCnqi8lzz3HP4TYV0nTyv7YmI+ebFj2crXgkcua+YTs37+f888/n8nJSZqbm3niE5/IH//4R5qbV2esXSAQLB8fP/B9q4Frmfi+f9SDzT3XqRB1EERsZfftJta7AVk3iv1aOTzLQo3G0eKJoKdufvVqfIRodz+uPf++fXJD+4j1bVi0t0s2gszV7ODeAwMKkkSkowcltLJ+Kd/3KEyNVwx9+I5Ndt9uol19ZAZ2Bn1avl8mVDzbIj82gjk1HiwvShJGY3OQ26ppKKEw8f6NZfFgsqaVGRsvhiRJ6HX1NUWsFo2X9Y/N71l0smk82zp8ws71sNPpmvvtTLrqkrikKCiKQril/cA2Sao6dANgNDYvWhldCkXTifdtOPAeFtES9URWyXBZcHyzZoTdN77xjaN9CQKBoIgky6iRWFmf1Hz0FfQ9HU58x6kQdXM42UzgEybLgcnt0F4kVUUJRyiMD1ddkszu30OsZ335cXKZYhVoEWGnqOj1SdRYvNT7FgwvqCu2OvFsu6YJcWAZUowxk6Uysem5LrnhQayZeYLE9zEnxvBdl0hHTxBSr2o1hYnnOKWKV63lUzUSrzpFLClqMHQwMlgzd9cp5Jacij1oiq9HlXpdsFvVgn665RxKD2E0tmBOjpVtV8IRjPrGQ/7sK0aIeP+m4uvtBFVVRV3WYMjxivcI6C1crXt85H5KBALBQSMrKpH2TlLbK4WdpGqosSNnKbAYvlvrazzAcx28/FyzuoRnmuB7NW0u8INKZZkwkWQW93Obe5iCoiulAYEg7cIB1wkqY8vtSfT9Re/Ls01kI0Sko7usX8t37HJRNw9rejKoSNUQmb7nBUMHQ3tLr41WlyTc2hEE2s+7fkXXia/bRH5sOKhq+T6RrmDZOz8+XKxUduO7Drnh/eWDCYdQ6VoKWVYINbfV9KULlsQr34O5NI45A2VJVZE1jXBrO0aygcLUBLhuMEQSjqyaz5xcI3njkYau68iyzNDQEM3Nzeh6dX/DtYzv+1iWxfj4OLIsox9kf+YcQtgJ1jTTkzMMD43yf//zZ4yQwROfehYtLY2HPfvvkcJc1FYwdCCXxUspeoj4us3kBgdKE4JarI5IZ/eKphsPJ0tVwyRFxbMz2KkZIu1dZPfvqWlLUqK4XOcXtZWebFzxBKRrmRTGRjCnJ4L+sliCSHsXSii05LKnJMlIqlYzZ1WNxDAaWyreg2oVyLL9i/TGuZZJasdDZa+NPTuNk80Q7erFnBgnPDdIIkkoukG0o4dwS0cQLzY6SG7eoI01M4kaixPt7A1ecwBZrmoXs5AgkSGoHAaJDLUjzxaihEKEWtpLkWZzGE0tqOFIxeN918XOZcju3V1mjxLp7EWL16FGYsQisWOi7eB4RZZl+vv7GR4eZmioeibz8UIkEqGnpwf5EH0KhbATrFkmxie57j038auf/k9p20c/cAuXXvkGXvKK55OoOzaqRmsVz7bJjw9jTo6XvtC1RH3QF6brSIqCFosTX7f5wPLcCr5kDxe+5wVftLKMpKhoiTrsVGWVRo3EkFU1sOoYGUTSdGJ9G4Cggd23qwsn2QgfSI8wQuiJelwzj6wu7/PmWibpXdvKliqdTIrUjodIbDwRNRTGc91ASMz1uc2rZEnFalFucG/ltWkaSjhaEWUG1KzGAaixOJKsUJgYw7VMtGgcJRxB0XU8zw2EUBXB6zt20Jvo2qR2PFTm4RYMZOhY6dmq09NOJo0er0MxQriWRbx/45LVLteyyO7fU9YCoNXVE+3oWValTFY1Qs2tGPUN2MXpZy0WD7wXqyxzurZFZp4fHwRiL7t3V+AFWFw2FqLu8KLrOj09PTiOg7tEFX6toigKqqquymdJCDvBmuV3v/lTmaib4+aPfI7HPelMTnrU5qNwVWsXz7ZwCwWsdBAM72QzFT1EdmqGrGMXhwUCsREsFx39JSPPdfAsi8LkGJ5lokbjGPUNRDp6yHoDZWJAjcSI9vQH92D4KKEw9uw0dmoWo6mFSHs32b27Ks6h1zfi+x56fSNqNIYky2T37UIxwihLDFDM4WQzVVMs8H3yo0NE2rvIDQ8WBxCCa4t09qCGIkGFSpLQ65KBvcnocGkYQwlHifX0Vxd1BMvnSihcYX6rRmMYDc3Mbn+wJN7MiVFkTSfWvzGoWmVqDx042QxqOIKbz1EYHyXScWCy1HNdzPHq/YAA5swUka6+0rLj3JeaX/RrkyTpwLEch+y+XRXL5PbsDFkkol19yxoskBUVlOpm0vPxvWBSthb5sWGi3f1imOEIIUkSmqahieXpJRHCTrAmmZyY5suf/WbN/d/8yvd534ffjrJKv3Q9z2NifArXdQkZBsnG+lU57rGCa1lkBnaUbC603ngwOVkFJ5cNGvQPYz/USvFdN/iCn1vWI6gIFcZHSKw/gVhPEPnlu+6BQPWiCJM1nVjfRvKjg1gzU0FIfVMrsf5N5EcGcfNZZE3HaGxBiyewZibxPYfC2HCpcufkc8syjvV9D6vGxGhwzanAyHf2QIXLLeRJ79xKYsOW0mCBrGqEmlrR6xuCyp4kF335ar8nsqYR611Pevf2MmEZam4PfNoWVOQ82yI/tA+jsSUYOqix9Cupaqnnz07P4rvtSPKcuFzcUNf3XBTdKOslcy0Ta3Yae3YGSVEINbeihML4jlOz99GencZv61y0KlkLz3PBp0Kg+Z6Ht0gah1vIg+cd1DkFgsOJEHaCNYnrOMzM1DYJnRifxHGcVRF2E+NT/Ph7v+SLn/k6UxPTnHDSRt727jdz0imbicUP0wTfESSIvBotN9D1/UV7zTzbgio9SUcLz3XIDg5U2eGR3beb+LpNi1ZoFF0n0tlDuDXoCUOWUTQdNRwp+qyBUyiQ2vFw1TxVuUZDd5Dhah+wD1FVlEi05qSuJCs1e+Fyw/sCe5aiIJ3znoMVpDUYIeLrNuG7Lq5tIvkU76+6+LIzKYymVvRkY03jYaOhiUzxtZcUpWyyVJIV9PpkWZj9fPREsqwP0jULpHY+XPYa2OlZjMYWjIbGRe9tqUGZhXi2jVPIBVPBnode34AWrytVPCVZRg6FIVc9NUQJhUBktgqOQcSnUrAmiSVinPX402vu/9dnPmlVUkdmpme54Zqb+diHPsXURFBpefiB7bzh/Mv58+/vPeTjHwt4jkNhYXVuiT6PY6laB5Q822rtW2pwAIKpSUU3UIwQSrFfS1bV4jYD1TBqCqBwS3vFBKPvBdO1szseIrX9QVLF/1U0HT1ZXaToDU01K3pONnNIcVKubWPOTJIZ2EVmYCdOKoWk6SVj5pp4LrKioMXrKnaFmlsD7z8jXPy5rbwfUJLQEvVV+98kRcVoaC5bts2NDFV9r8zJscA5et7nUo3Gg365hmYkdWW2MXNxeJnd27HTszjZNLnBAdK7tuIWq5mSLBNqaql5jHBLu1iGFRyTCGEnWJNEImHe8JZXohuVXxjNLY084SmPXZXzTIxP8fMf/abqvg9fczNjI7Ud6NcOfrCkNA87k0ZL1Fd9tKwbSMdan4sXJBfUEhFLzLkuC1nTguGKBVOrRlOwRFtxSZZFeve2siEM33XJ7tuNXt+AtGDIRI3G0WIJnFwmmBjtWUesZx2x3vVEu3pRorHl2qxVXotjkxvaS3bvbtx8Fs8yMafGyezejhatPUEuaRq+55Hdvxc1GiPWu55QUyvh1g7i/ZsC8ZrLgO+hJerRqtjcKLpBfP1mjMaWIA5LltGTjSQ2nFCWteu7Tk1jYwgi7PRkI7JhEOvbGER7ZTN4tkWko2dFsWyuWag60OFZJubkeElAK5pBrG9DuWiU5aC3zliZsbRAcKQQS7GCNUtvXxdf/d6n+PA1N3Pvn/+Joiicfe6TufTKN9Le2boq53jwvsow8zlGhsbIZLK00LQq5zpaSLISDEvMWy4zpyaC/FHHKdsu6wbx/o2litaRxvNcfNspJQRIqgb4yIYR9GG5DqGWNiRZITe0D9/3SlUhz3UPqcISTAEnqNt8Ep5ZwPe8IDi+yiSw7/slK5NqFMZHia8/odiv56LXJVF0A991MRqaUYwQuf0DpWljWdOJdPVCjZzQ0hQt1Y2DPcvCTs0ia3oQ61UULr7r4BbyaPF67PRMxXHDLe0UJscBn/zIIEgyajhMuLWD9MAO8Dzi6zYF0WS6jqxqeK4Lnhf0MharcYpuEGnvJNTSFvSzqWoNi5hFJLjvE27twDNNMgM7S/frMrdc20y4tXPJAZbSe1MDc2oCo6kFRS5OfsfrSGw8sVhJ9Iv9mdqKLW4EgiOFEHaCNYuqqZxw0kZu+tyHSKeyyLJEfbKOSHRpL6zlEl/EDy+Y0lr7/4RkVSXS0R34lM3he2T27iLS3kWks6c4LKEiadrRE3UL47CAcHtnIOLmWX9YM1OBAF2/Gd91KEyMkdm9HTkUCqKzjNDBB84X+9qW8ukLKlnVe7MAPDOPpMhE2joPPMf38X0fo7EZOz2LpCrIso6kqLhmgcyeHdRtOqmiWd81C+RGBkvVLi1RR7gt8JTzXRekoFIY6+7DnYvs8oIJXM+2yA4OkNiwBSUcDrJwXRfFCBFu68TOpHDz8+7D90BWcIqDA6HmNpRQBFlV8RwHO5MOhkocGzUSI9TcgqzNZdVKQdJGDUG0mDUNgF6XLFqyjFb13DMnxzEampeXzrDokraPNE9fzvnycYx4MwoES7H2v5UEj3jq6hPU1S8dUn4wbDphHYahY5pWxb7HPekM6pOVfUdrESUUIrFhC7mhfUGFTpYxGprQ4vVBM/kKtbJn23i2iZ3NIKsaajS2ZJVjMZNXz3PJjxU99QAkCT1RjxZNlAvSucdbJoXxEfD9kuBxzQL27AzRnnVB5NkqV1zmBiV83wcpMNt1stVtQmS93IjYtS3MqQnMiVH8YopBrGc9diaNZ5tB+LskY85OE25uK71OgXHww2UpGFq8HjwXc2oCa3aKcGsnuaG9JRNpOFABzO3fg2cXBzs0jVj/JiRZxsnlcC0LvS6JZ1k42QySqmI0NpesYWK961HCRVHnOphT40FVb+6eCnnM6Qni6zeDT2Ad4rro9Q2osUSFLYusKITbugJrlQXCS0skkXU9WK6tMXgCwXJtNaPh+UiShLFIL6Ne14B0kNFdnuOUGRkfa72ogkcGQtgJBIvQ3NrIx2/9AJe94V04zoGpu9b2Zt71wcsXreitJYLl2CixvvWl/qKDXW5ybYvMnp3llR5JIta3AS0aLztmkG1qYU5PBsa4sQRaPFGZmmDbmFMTQR9XvA41HMVKzWAt9iU/M0W0ux9rQS9Vbv8A6qboqqZjeLaNNTtNfmwY37GRjTCx7r4KH8A5wq0dpcqS59jk9g+Uoq7UaAwtliC18+HyuC1dJ9rVj+dYRcEgYc1MlVWvYt19eL5HfnQIO50i1NJOfmR/magLrtciN7iXUEs7TiaNOTWOORUsT0qKQqxvI67p4Zomsq4TrusC18PKpIJKpOcFHnSR4PPvO06ZqJN1AzUaZ24JV4vXlQS2nUmVUieQ5GD6tPhaKEaIuo0nUpgcw86kSwMMWjSBrGqlwYaaLJUaMnd9oTBqNF4hvCVFJdTcenCfe7NAdnAAp+j5pxghIl29qOFI0FsoEBwhhLATCBZB13XOfPyj+f5dX+Z/fvV79u4Z5KwnnM7Jp26hraP2xNxa5VArDL7nURgbKRd1AL5fWkqcSybwPRcrkyI7sLP0MHt2GklRia/fjDrPnsT3PGJ9G0reZpl9uwLD3cgi1Rnfr5rg6ntu0C+1SsLOcx3yo4MlYQTBUmt+bJhY73qy+/ccsOKQZCIdXWXWK55tl+WXhppayezdXekrZ1kUxkcCSw4jhBwKl1Wv1GgMp1BACRnY6cAKSI1EK+KzDhzPDPz5GppI7znwHgTJCjuLxsE6rmWSG9xXPhFcFOrWzCRavP7A+y3LRDt7A1/B9CxIEkZ9I0ooTF6Sgj65tmD5PLNnB65lBQbM7Z1B9U9RkVSNUGMLWqwOSZKQDaM0vCApaiASF+S9KkYISdPR65JLvFvFx2s60Z5+nHQqWNr1PPS6ZLG/ceWfi4rKKYHQS+/cGqSJHEPWQILjHyHsBIIlCIUMevq6eOWFLznal1KTTDrL1OQMg/uGiUTDtLY309LadMiZgyvFc+wygVOG7+NkMyVh59lO1XQH33XI7R8oplsc8GzL7Q+80pRwJBhekBWMphZMqlfFlEi0olK1mgSZpTae51W9Zzs1g++5JDZswXddfN8PEhZUtayCM78XTyr2qtX0lUvPFoXYduo2nlQ2WavXJXHyOTx7XlVrGfYo2aG9FefzbBs8D88s4NkW8XWbyO7fg2cW0GIJjKZWCqPDOLkMSihSEjSxrj7y4yNlnoh2agYtXkekvRsnH5hbm5PzlmzzWdK7thHt7keNBsbYZWJUlol1r0OLxYPl2vauovWLixKOEm5txy3ki8kpeSRFWVY1VtF0lIYmtEQd+JQNe6yUwJi5uqVOfnSQaPc6YY0iOGIIYScQrHGmJqb53Ce/yte/9F284hd5sqGOmz5/HSefegLqQfYLHRS+X1OUAGWeaYt5zzm5TPBFqar4vo81O41nW2iJulL6QFB5sysmeucIN7cFomUBc8HxZdflOuAFxsTL+QL2HJv82AjW9AThtq55B5fL7t/JpPE9r5QYUY05jzi9rh7kIDIMWa4tyorm0XZmllBr+4Hq1dxz5osTSQr+q7lEKeGZ1Zc3fc/DyWfxHYfMwE7i/RtxzQJuLkt2365SFdLNZVEj0ZKQLjO6LmKnZ9Hrkuj1DRXZq3PkhvYS799UWWH0PDIDxWqvEkYxQiQ2bsGcmUYNh8ns3VV6rczJ8aoV38VYjSp1rYEPACebDaabhbATHCGEsBMIjhCp2TRTkzOMj04QT8RobG6guWVxN/2l8H2fX/3sbr72xW+XbZ+emuWNL7+C7/7ydrp6Og7pHCtCkkr5opIs4+bzFMZHSrYd6jzPNN9fPCnAL4oR33VKje6+5yFrB74gc8ODxLr7cPJRzOlJfMcpGte2ge+XecjNES1mk0Ig6NxCPpgQNU0UI0y4bW5ytvavRyefw5wYDaK8NJ34uk2AhOfYSLKCk8uUhjeWMp9TwhHkbJrc8CC+56El6oj3ric3MlghkgJfuaKgMk30ZCNGYzPm5DhuLosvSejxOqzpSSAYJjCSjVUrilq8vkwQS5qGGokVRWMKSQmiwiRJwnds7NQMVmq2cpkdHyuTItwc9PPVwpqdJtRU24Yo6LesbZZsFkW0JEkoRggj2RAMziwQwL7rkB3YSXz95iMzvCBJyDXyeaFo7VK1KUAgODwIYScQHAHGRye54dqb+cWPf1va1tPXyY2f/SDtnW1EYwfXgzMxNsXn/vsrVfcVCiZ//N1feNEFz1vWsYb2j/DXP/2DP/7fX+lb180zn/1U2jpblp3g4VoW2X17yhrS1UiMaM86snt3Iet6Wf+SGqp9z7Kmz6ucSaUJUiebIdTUemAooWjLosbihNs6USMx7Eya7L7dgaFu30asmUlcs4BihAk1twY9W5Ic9PjNTJObF0Xm2Rb2jtlgcrYuWXVK13PdQLRJEtHuPmRVJbNvV1nlS40liPWsIz8+uqi4cG2L9J4dePOWjO3Zaez0LPHe9UHv27wK4AFfOdCiMWRFJdzaidHQjJWaIRRL4GQzaIn6QIhNTxLtCoYUzKmJ4FiShF7fgJFsxE6ng764ju7g3OkUKEqQret7aLEEuaF9wb5sGjUcqRB2SjhCfmAnWm+sJMar4RfPvTi1n+8WCmVC2XecmokirlnAc45MnnEwZdt8YGJ7AaHmtopUEoHgcCKEnUBwmEnNpvncJ79SJuoA9u4Z5KJXXcl7rn8bLa1N9K3vJhRamZu94ziMjlT/QgHYsW33so6zZ+deXvOSS0uxaQCf+vgXuelzH+RfnnQG+iIVCQj6zbL791RMGTq5DIWx4WA6MBItS4WQVA2joalqNSnS0YNPsUKnqhhNLTh7M0E1KTVDuLWD/OjQgfNk0viuhx6vw6hPokUi2OkUnlUg3NYZVFUWeKh5jlMSLQvJDQ6gRmIVlhzBEz18xyHS1okkSWT27sJbMK3pZFJYqloSfp4biBA3nwdZCoyNZQUnmykTdfPPYU5NEmrvDOKB5MA6w07P4OZzSKqGUlzelVUVWVWDXFvfD2w2DAMtUYc1M0VhMjDcTTQ0BdcpSUiqSnbvHozGJhLrNpMdHCirDlrTk0E1sL6xzPh4YaSZXt8YLI37PubkOFq8ruYksJ6ox/e9IA/Xq6zWykZo0cg0NRorn6heqn/QW428keUh6zqRzt6yPxIgeH2qRbEJBIcTIewEgsPM2MgE3/vmj6vuGx0ZJ53KcPXl13HT5z/E6Wc+akXH1nWN3v4uBnZXXwI79fSTljzG7EyKa975X2WiDsB1Xd7+5mv43q++RGd3+6LH8B0bJ5Oqus/JZYiEeisa2mU1qDapkRj5OVPbcIRQUyvW7BTWvl2EmlsJNbSgReOosQROJoU5NYGebCLWtyFoovd99EQ9smGUhKOsFpcVF7tm267ZD+i7Lr5rA9UyThXUeAJJ08H3K0TdHNbMNOHWTjzHpjA+GlT5SgeRiPVuqLBiKe1WNfSGRpxMmsJMsKyqJZKBUCjGplWz0JAkCTUURlIUfNdD1gyczCzW5Di5+cuuikq0q7c0EVqtL86ankSL15WEWKixGXNmOji3qmE0NILnkxsuVvTSs8T6N2LNTuM75UuqihFCi9fjyxKx3nWk9+wo6/uTZIVoV9+B6eGFyDJ6onziddEqmCwftBcdBJVbzwkSOiRNC9JFFrEskRUVPdmAFovj5LJBX2XRu3FZhskCwSoiPnECwWEkNZtmeGi0qsHxHBNjkyTq4nzo3Z/gc3d8nIbG5Vk2ADQ2N3DZO9/IFW96b8W+ZEMdp51x8pLHmJma5d57/ll1X6FgsmvHwNLCbonqycIvbM+28fGRZAWjoQk1Fsct5HGyGbKDA6UltsLoMHhBlFSsux+3kKMwNQFe0PsVam49+OW2JZcFq++XZJlQYyvmxBiyvti5fXzPxTXz5aIOggrX1HhNf7NoVy+5/QN49oHPjTk5hp2aIdLZQ2rbA6jRGJH27mL1r3ya07NM3EKewthI2TFKp3cdPNtGr2+ovLZ5BBOtCSRdRwmFCbcYeA1BhJ41O425QKz6jkOsdx327EzQF1k0A9brG0vVT9eHxMYTsWancQt51HAUJRTCzqSCFJTOXvKjg6XPgGyEiHb1Ii2onkqqitHUGvQ6LiDS2nlQnwvf93ELOTJ7dh543SSJUHMbocaWRcWkLCtgKKWpb4HgaCGEnUBwGMnnChTyBSLRMLlsvupj+tb1MDkxRS6bJ53KrEjYAZz5uEdz9Qev4KYbPkMmHfQ/bdqynhv++720d7Yt+Xy7Rp/SHNlMZTVnIdISE39z/XKebWGnU+THR4qDDjHCbR1ISGT27Kj63MLEaJB4oBvIWh1qLE7Qd3doDemSqhYrW5VVImmJSousaSD5ZUvLlQeRkGSZ/Gh1Hzk7kyLWsw6rWJGbI5jyzVYVZJ5t4eSyhDu6UVQtsHNRFNR5YsJzHazUDHoiidHUgp2arZqA4Zp51GhsUVHuex7h9m5kRcF3HVI7t5aqcUZTK7G+jUHaBsF7XJgcx83nSGzaQqg5GJSQVA1JkvCKucO+G/gIerZV2idJgdlyqDHI9Y109ASyWlYCixhdr7DukRWVcHMbim6QHx/Gt21k3SDc1okWix+UdYlnW6R3bitfKvZ9CmPDyLpOqKF5xccUCI40QtgJ1iSWZZPP5QmFDIzQsZvhqGkqf/njP3jRy5/Llz/3rYr9feu6cVyXXDYfTPsdhCVCXX2Cf3/ZeTzpX88iNZNG0zWSDXXLFoiJRIzWtuaavXqbT9yw5DEkVS017C9EjcaRVA3PsckO7SslEEBQEbLTs8T7NwUB9VXEDL5fJr7mR3EthucWo7Lk6v5ksqYR7e6vFJSSRKynH2mRio8kSeh1DYGPWzhSdSkz1NgCslz9niDwibPt0lTrHGo0VmHAO5+5wPu5IQoll0Vqbi0tdftOYN2S3bsrGJSoSxJqbiW7b0+Z15oSjoIUWK3MTdEuRK9vQDUMPMcms3dX2RKrOTGKOTGKHIoQbm4lM7ATWdeJ9a3Hmp1FjyeCZduiAHdyGTzTxE7PYs9btrcopl30rCO9ZydaLEa4tQPfp2ifkkWrSxJkzZb/+5A1DaOxGa2uvmgDE1RUDzbpYc4frxqF0eHAHPooZSULBMtFCDvBmsKyLPbvHeaOL36H+//xML39Xbz6jS+lp6+LWLy2V9ihks1kmRif4o+/+wvZbJ5/eeIZtHe2kGyoX/R5DU1JHn3mKWQzOV7yiufzvW/9BNsKvhxPO+Nk3nPd23jTK98BwJOedtZBZ8+qmkpHZxsdy6jQLaS5tYmr3n8Zb33juyv2/dtLz6OhsX7JY8iKSqSzhxyUiTstVkekqxdZVXHyuTJRV8IP+rSMhmbyo4OV+2FF1RfPsXHyOQpjI4HPXTwRLKPpRlmVT5JktGicxKaTMCfHcAsFlHCYUENz2WM9N/DLc/N5kAiWPotVJHfGItzaSWFipBQlNbf8aDS3lqLaygSvJKMn6oo9YD6KESbWuz4wufU8tLpkyauv6mshySi6gRIKISkqaiRGYWKUcHMbvu+T2rW1zOalMD6CnAoR7ewJPN+g6NenUpgcJdrRgz07UyFoZCNUSsjwHKeqeAXwCjlkTSfWtyHoTXNdzPER8sP7iK/bjBaN4dkW+dEhQs1tZaJuDt91Macnia8LsmrTu7eVTbzmR4eIdvcHGb8LxJ0kBWYiVmomELvF1zDU2LLiFAmnwspl3n3a1rIjywSCo4nkLzaffpyRSqWoq6tjdnaWROLwhMYLDi9/+dPfeeMFb8Oxy5cPP/jxd3HOc56GYaz+X9OZVIYffvcXXP++m8q2/+szn8i7P3QFTUt40U1NzvCFT32NmelZnv6sJ+M4DrphEItF+N63fsyd3/45jc0NfO37n8YIGTi2Qygcoq4+vur3UotMJsfDD2zjE9fdykP3b6OlrZkLL34FT3vmE2lsql35830/6JdzbHzfQ1aDgQLfc4NKWXFiEyA/PkJ+uLbPWax3PZl58WJzqLE4sZ71y2pC9xyH/OhQ5WSmLJNYf0LNaCff84KJUlkqqwh6joM5NUZ+ZKjs8ZGObvRkI/g+biGPa5qlipmkqpjTE8XM1zo8yyS1/UEA9GQjel0SayYwXFajUdRonPzYMKGGFvT6wGLFnJkku7f6RHOko4fC5FjZNG2koxs1Eg/EzdhQ1eeFO7qxUzO4hQLRrl7yo0NIkky4vQs8F3NqAis9iyTL6HUNaPEE5sQY0Z51eLZJavtDNV/3aFcf2cEgwUIJR9DrkuRHBpE1ncSGE/A9j9zQPiRVw5qukUwiScTXbSY/OlRjEEeibvNJFT1sXtEypsLzT1FJbNyyokxgc3qS7L7qr7us6cQ3nCAqdoKjwkr0i6jYCdYMY6MTXH35dRWiDuCD7/oYj3nso5Zs8j8YhgZHK0QdwK9/8b884SmP5cWveP6iz29orOc/Lns1U5Mz7Ni6i3AkTEdXG3/837+SSee45oYrOesJp/P3v97PZ27+MiNDY5xw4gYue+cb2XTiBmIH6XG3EmKxCGecdRq33H4DhYKJqihLClbfc3GyWTJ7d87LQpUIt3ViJJsqhNhSS6iyEQoMeOdVm5RQODAUXuZkoefY1e02PI/c0F5ivRuqHkuS5aqjEm4hVyHqAHJD+1DD0WDZ1Enj5DK4hRxOLlfyeTMnxoK0BN0g1r8Ja2YCNRQpW/p1smmQxoj1rgsqgcUqYXDsypB6NRr0ji20SMkN7SsOJFSfsgWwZ2eCfkZJJju0FzefI7ZuM3ZqhsLEGHp9kmhHD37RUmbuOn3PDaLL5qVhlPrmisvMkqqVJozdfA6lOagcz02XBhVXaYl5laDyZiTnLFQW9v75OLlshbBz8rmq1UTfdSiMjxBp7152xVeNxmr2XYZbO4SoE6wJhLATHFGmJmcYGRrlb/fcR30ywamPOZmmlkZCy+iTm5lOMTxYOQEHwfTm4P6RVRd2vu/zna//sOb+2z/7TZ52zpNoam5Y9DjxRIx4IkZv/4H4qXUbennJK55PIZ/n1pu+VNaD97e/3MdrXvwWPn7rB3j6s55U+sJ3XZex0Qny2Ty6YdDYlCQcWb0pvJUsBXuWTXr3dspMZX2f/PB+FCOMnig/lhav/VfmnIVHYv0WPMvEs81isLuBsgJzVztd3XIFiv1TxZiy5eC5Lvmx2hOj+YlRIppeTK2onklrTk8Qae8O+s10ndS2Byoeo0aiQcWvuOzpWhapXdsIt7RjJBuxisu4erIR33HILvBKm8NOp1BC4ZrXIkkS1vQUdiZFpLMHJ5tBDYVxc4GIsqYnsWam0OuSaPEEajRWPLcUWNO0dODkMhgNTXiWhe97KEYYz7GwM7PzT1RhM+wW8si6hhaN18wS1uuTQSXSsoh2dpPdX3mfCwc9fL96Tu8c1uw0oZZ2FHl5gixIEdlMZmDnARsbSSLU0h5kyi4T3/fxnCBvF0lCVrWa4rJU9S5OekuKKixSBIeE+PQIjhjjY5O8523X8/u77yltU1WF/7rlGp7wlLMIhZcSd0t0DRyGrgLX9RgZrm0APDM9i+ssHo21GKqqMDkxw1c+//+q7r/+vTdyymlbaG1vZnpqhp/e+Ws+/YkvMjuTQlUVzn3+2Vz6jjfQ2n5kp/V838ecnqDWe5IfHUKNRMosJyRVJdLRXWEKLKkakfauoDFeUYq2GIdrGXoFk7S+V33wQZIxkg2osQS+71WNLZvDNc3AlFeSg2SK+d5tmka0sxcnm8GangimQptakWQZ37bIDQ4gaRpaNFG68lqiDoIKlV7fUL2PEdDqkhTGhvFsC3NqgkhnD7KqoifqyY8MooTCRNq7MKenyI+PBFY0yabiLcvo9Q1IikJmz07mv+96YzOqfuCPC72+odRTKBWzbzMDu4j1rS9ZrCz075M0DaO+oeRvpycbqw7TqJEIrm0FQkmSWGo6eqWT05IkoYYjxNefEAyK+H6xnaC2MFuI5zhYqWnyI0PBMWSZUEMzRnNrRcXPcx3sdIrc0L7SYIoaiRHt7jto25Q5oTiXMjJ/gEXwyGDl8+ACwUHgui7f/fqPykQdgOO4vO2i9y2anjBHfX2ipoDRDf2wLMOqqsLTz3lSzf1n/Mtph7xUunvHQM0opvGxSVKzKVzX5Sc/+BUfft9NzM4EVSnHcfnhd37OlZdcy+RE9S/zw0axt6wWnlWouKfAxLWRxMYT0Rua0OJ1RDp7SWw4YdW8v/RFqoJqLL6kLct8gsGHcpNjJRQm3rcez3XJ7t+DNT2JUqNvD4Iqpe8F1RtJUQLjXEVFjcaJdfeTG9xLYXwk6NPLZzEnR8vyW33bxpqZDGLRCoUlz6WGIlUfo8aC12VOKNmzMweWVTWNSGcPkfYu0gM7sWYm8W07qMo5Np5VKNqU2MVkhfL31ZocD6Zvk40YDc3o9Y2lbN9wZy9OIQ/4weCG7xdtUjYE1xuJEWppJ9rZG1Toip8ZOzVTtLWZd391SazZGVLbH8KamQqWeCUJo7Gl5muiJ5sPys9O0TTUcAQ1EkXRjWWLOr9Y+cztHzgwQex5FCZGyQ0OBKbH83ByWbILpo2dXIbUzq24NYyvF8NzbMyJMVLbH2R26/2ktj9IYXxk0QxewfGHEHaCI8LE+BRfua16VcrzPP7nV79f8hjNrU184KP/WdUS5D+vecuSy6EHy5mPezStbZWCUlUVLr7idURXMI07MjzGn/7vXr799R/y1z//k7HRCeob6jjzcY/mUY8+scKrC0BRVcZGJvj0J26vesy//eU+RhepKh4OJFkuRVpVQzHCVXvqZCWIvop29hLrXU+o6E+3atelaYSaKyeDJVkh0tGzoiUuSZYDL7a5aockl8SPPTtdjP0aJ9RUXVjoySaUcITs/j2kdm6lMDFKvG8j0Z5+tLp6rNRsRUXKs+2aJrjm1DjhKvcGQV6r73mkB3YQbmkPzhFPoMXriHb1odfVkxvaO+8ZfklEyYqKlkgWjZ+90r3GetfhmgXSu7aRHxupmYU6d21aoh7f9/Edm2h3P/F1m9DnN3kX+xzTu7YGlaRQBCUSxcmkyOzZUf5aSCDroWB6t+hNp8cTFMaG8R2b7L7d2NngDxzFCKHVV/7bl40QRkPTEa1WebZdFnU3Hzs1GyzPzj3WsWsOE/mOjZOrPaFb9TmeR2F8jNzwvpKtje+65EcGg3aBWqkeguMOsRQrOCJ4rkdqttIkdY7hoeq9c/ORJIlHn3EK/++nt/HFz3ydh+7bRndvB6978wWs29B32Pzs2jtb+cK3buLGGz7Lr3/2O1zX5eRTT+Cq919G3/ruZR9n1/Y9vOHlVzA+FniGhSNh3v3By2lpa2b9pj6i0Qj/cdmr+fkPf82d3/k5AFtO3kiyoY7JielFX7+d23dz4imbDu1GV4hR30BhbKRqLFe4rXNRESVJ0jKSH1aOrKiEmtvQ4gkK46N4joMWTwTDHEvk3VZD0Q3i6zaT3b8HNRIN+rnm9Xn5joM1O020qy/48iyKEy3ZhBaPk97xcOmxnlnAnp0OlkAVFXO28jPv2VYpLmyh/YhnW3i+R3z9ZnJD+4KBAVnGSDahxRNBRczzAj+54tCJOTlGbnSwYrlYNkLlXm/FgYk5wi1tFCZGSxYukqIuWvXxbDuoLk5PYE1PoEaiRHvXl4R8+YM9zPFRlHCYQpXUCAA9kcRzbBIbtuBk0pjTExUDEvmh/UGer6YT7ejGTTZRmBzD9zyMZCNqNF496/cw4rtuTR88CD4DFHspfW/xqredSWFUEaw1j23bFCaq94SaU+PBHykH4ZMpWHsIYSdYEelUhsmJaaYmpoklojQ0JpdVKQuFDU48ZTMP3re16v7HPfGMZZ3fCBls2NzPe697G9lsYFAciYbLHjMxPsnQ/lF2bt1NW2cr/et7aG1vPqS/3Lt7O3n/f72Tt73rIlzXI56IVgwaTIxPMTM9i+O41NcnaG5tLFUXx8cmuOR1V5VEnSzLXH/j1dz2qa9x398P2Ejc9qmvcek73sALXvJs7vrZ3Xzw4+8i2VBPNpNDURTcGn91N7c0HfS9AWTSWSYnpvjrn/6B43iccdapNLU0kKir3esm6zrxdZvI7t11YDpSVoh0dKOEwzWfd7iRVRU5lggMeH0fSZGXbWq8EEmW0aIxEus2F5MXHq54jKwbyLpBtLu/lDYhyXJNe5D8yCCxvo01z5kfHSLauy4wFJ5X4TGSTeixOmRNI96/Ed/1glSEydEKk2WvkMfNpoPl1CqCLNLWied7+GYhmHiFQGgXq3hKOFJWefLMPGosUdM4WY1EghSMIk4uizUzhdHYjKSqhFraKYwdSOCwMymMphbk2ZmKrF01Gsf3ffIjg9ip2SBursrUq2db4Hm4xfg0kIh0dIMsoxxszNwhstSSbem1BpCC/tKFubpzKMbK/g35RUPuWniOLeLOHiEIYSdYNuOjE9xw7X/zix//trRt/cY+bvzcB+ntX7xylWyo5+3veTOve8llFfu6ezvZfNLS6QbzMWokTgwPjnLphe9i64MHvuiSDXV89msfZ9OW9Yck7qLRCNFoZf+S67pse2gn/3nZB9m9Y6B0zqve/1ae+NSziMWjTI5Ps3/vgS/Kxz/lTP7yp3+Uibo5bv6vz/G1H3ya/7j01XR0BbFMDY1JnvHsp/CzH/664vH1yTp613VVbF8uszMp/t/X7uTmj3yubPsrXv9iLrzkFTTUMGEODH5jJDacEPQOzTWaa9pBC6mDZb6fHhJIila8jtWpCsqahosfDDbME9fRrl6sdKpMtCBJxPs31azc+K6L7/vodcmqFau5Kk58/WZ8x8H3XGRND6K1SiJMxrXySBKYk9WnQnMjgyTWn4A5M4U1PYHvuijhSGASnE0jFwrkRwdRwhGi3eswko3BcqskVdh9OLksoZb2mlYgRmNLhf+bOTmOFouDrCAZIaLdfZhTk3iOhRqOgiwT79uIlZ7Fmp0qpXlIshR44hH0m81Fk80nWGZtxM6myQ3uLRM04bZOjIbmRSvGvufi2TZ2Jo3nWGjRBIphLB4RtwwkRUWNxQ+YVS/YJ89rO5BVjXBLW8UwUfBgqWKqfOmTLyEqDzKNQ7D2ED12gmVRyJt85uYvl4k6gJ3b9/CmV76DsdHalgNzbDl5E7d+5aP0rQtEoKIoPOu5/8pnv/axqj1sKyWTznL9+24qE3UA01OzvOlV72BsGQMaB8Pw4CivfcmlJVE3d84rL7m2dC3pVHmSwDOf/TTu/PbPah7zd7/5E53dbSVhEomGueJdF3HyqSeUPa6uPsGtX/kobe21G8iXYvfOvRWiDuCrt/0/Hvh7ZYVqIbKmlzeaH2FR57kudmqG1PYHSO14iNT2h0htfxA7naoqQg4WWdUw5mWFKuEonu1UTqH6fll0V1VcBzUWL/uin0ONJYL0he0Pkd75MJmBXRTGR/EdFyebKfm22akZ7GyGWN96jIYqFVvfx8mm8WybSEc3sZ516Ikk+eH9OJk0/jzfufSuhwk1tQbL1b5fdcgkP7yfaPc61Hm9lbJuEO3px5yaqHitfdfFzedxMilk38dKp1HDEYz64Fozu7eTGx1ECYUIN7cFy/eahpVO1RyAV2NxYn0bMJJN+G4wbRzt7C273vzIIG6hdr6x77nY6TSzWx8gNzhAYXSY9K6tpHdvx7VqxL8tE1lVA9/FBe+rJCvE+zeW9U/OCVk9ucAvUpaJ9W1YsciUVbVkmVOxT9eLSSeCRwLinRYsi8mJKb73rZ9U3Te4b5jh/SO0tC6+HBiNRnj8k8/kC9+8KVhaVFUaGusrllIPlqnJ6ZpDGJPjUwzuG6H1EARQLX798/8ll63eK3PzRz7HzbddR/OC1yYUNsikazdHj49VCuW2jhb++wvXMzw0xo6Hd9PU0kBrWzO7tg+Qy+Xo6eta8j1YiFkw+crnKzNs57jtU1/jtDNOJp6I1XzM0cazChWJFb7rkNmzncSmk1CV1fl8ObaDEq9HSc3g5nMYyQYK49V7xHzfq1ndkhQlSGIY3ke0sxe3kA8SH4qTpYoeIr1rGxB412nFpcnC1HhgTTK8r6IiFGpuw2hsKTdnliRkI4w9vB+3kC0dx/d9jPpGrJkD+bC+42Bl0sTXbQ5EX7G6N38J1DULZPfvJtzWRaSrDwlK08HVvPO0WBw7m0ZP1JMZ2El83abSfZXwPCRZIT86HEwDF61kYn3rye7bjSQryEYwPGGnUxjJpuC9nlehk40Q0Z51gQ1LUazmx4ZRwtGKbFkIetGCz0u5enQLeQpjw0Q6lm9oXA1FN0is34xrmjj5bBD/Fo5UtR2RNY1Iezfh5jacQh5ZUZCN0IrsVeYfK9azjtSubWXLu5KiEuvbIMyVH0EIYSdYFrlcvpRxWo2h/SOc+piTl3WsppbGJVMNDgazYNa0DQEOiyWI67rce88/a+7fvnUXhbxJQ2OSc59/Nj/9wa8AePiB7Zz+2Efxlz/+verzHnPmqezbM0hXb0fZl0FjUwONTQ3EEzHeeuG72Ln9QJWws7udz37tY3T3di77+i3LXrTaOjkxhXWIVYzDiectbiJcmAiyUFeUNVs0iw2CYWV812NoeJxvfPn7/P2v9/HOd7+Z9X09KIZRNuU4H3NinEhHT9V4qkh7F+bkGL7jkBnYiV6XJNLWiZWaQVY10nu2B5Wwju4g4mpoL5IkYzS34uayVZf5CuMjxHrXY05NoNcn0euCGDhJkoIBhEIee2YKZCnwDNSNilxeJzVDKNmI0dCE73mokSiZgZ1lDf6KHkKLJQ4MJVg18lNlGaOhifSeHeiJeiAwUJ6fpiEpKkZjC+mdWymJrKLhsJPNEGkPKvvZvbsDD8TOniCabcH5PLOAOTWBkWwomRXP9d9VGxaws2lqlQTN6QlCLW2HPKkdLJ3rwVL0Uo9VVVik2rYSlFCYxIYtuIUcbiGPYoRRwuFVnTwXHPuIpVjBsohEwoumQ6xETBwuorEo0UU85Q6lD60WiqKw8YR1Nfd3dLWh6RqJuhjvePebedUbXkIoZPD9b/2E17zxZVWtW9Zt7MUHzn/efzC0v1K0jI9N8uZXXVkm6iConP7npR9gZqp6g3s1ItEwj3/yY2vuP/NxjyYWW76dyxHH8xadLHTz+Yq0glr4roudSZPetZXZrfczu/U+8oP72L17Py959oV89bb/x/1/f5hXvuhSLnvLhxganw1ETjiCXt+AFq8rTfo6uUwxq/TEoAoXjqAnG4lvOAHHLARWFpKMnmxCTzaSGdiJOTEWiBHPJ9rRTWbvrsDI1/PwXQdZkilM1p4et1KzxHrXISkqmT07yezZQXr3NtK7tyPLMr7nYadmye7bHVSm2sv/Pci6TqGYF+u7DooRIr5uE4mNJxLv30Ri00nE+taXTZoquk68f2OwFCzLIEloiXrivevJjQwWp3uD19+zzLK+N6OhicL4CNVElmsWkBQFJ5/FLeTxTLMYM1ZdkNmzM8HrX0QNx2p6FvpVIgkP7PQXHUBYCyi6jp6oJ9zSjl5XL0TdIxAh7ATLorm1kZe9+t+q7lu/sY+2jtVf4lwpza2NvOGSV1bd9y9POoPmw1AlBDjv+WejqtW/RC5662toaKwHgkrlpVe+ge/f9WW+8K2b2bRlHV/+7i2cdkZQ6QyFDF7wkmfztqvfzEeu/W9Ss2l++J2fV0zCTk5Ms29gcOGpALjv7w8xNTWz7GtXFIXnvvCZxKp48RmGzqsufMlhs5FZFSR50Uk/xQgtu1oXeLZtLZvuzFkuH7n2k6Wl9rMe/2i+/ePP8IEPXEIMG6OxpVRZkjWNWO969GQjkqqhhEIlz754/yYibZ046TSSpJDYsCUQRMlG8DzCrR3IRigQRnX1WLPTlcu4ioy/SMqJJMt4joM5Mcp8seS7Dpl9uwm1HDDwttOzQSrEvOlRLVFPfmQ/md3bSe/ahmuZyGpg1BuYH4ermv1KqooaTxDt6CHa3YesaeQnxgg1thDr2wCShBqJosYSgZfaXB5uLFGRhTsfKzWDZ81NW8s1p0eLdzlPkEmEWtpqvu9qrHZbQYUNjECwBhHCTrAsdF3nVW94KS991QvKRMyjzziFT37xw4dlaXWlaJrGC17ybN7xnktKNh2arvHClz2HD370KpI1pjsPlfauNm6+7foycaQoCm+67NU85rGnlj1W13U6utpYt6GXto5WOnvaeeazn8rHPn0t1/7XO8nn8lz2hqtL6RK/+80fGZ+3VDo7k0ICPn7r+3nLOy6smsRRyFfPCq1FR1cbX/7OLZzxL6eVtp1y2ha+9J1b6OrpWNGxjjSyohBuqZ04EmpuXZaw8xyHXBWz2Lwv86ff3wvAY856FB+47q00+VlC+VmkzDSZPdvJ7t+DnmzEnJkis2cHSjhCYv3mUqVEkuXAgkXT0Rsag0QFWaYwMUp611Yye3dRmBwn3NKO5zroifqqmbduPreoKNGLkWFV8X2cXCawgClipaaD/F5JItLVi2fbxHrWEWpuwzULFMZGlqx2upYZJBuYJpKiYk6MoUSiqOEIueF9pHc+TH58lHB7N7JuoNc3FKt/J6MY+qJJIJKils7vWtaiS5WypuO5LrJuEF+3aVH/OlkP1UzwiHT01DSIFgjWCpK/WFPScUYqlaKuro7Z2VkSidrRQ4La5HJ5JsenSM2kiUTDJBvrVxQcfyRwXZexkQl830dRFOqSiUWXkQ+FqckZ9u8d5N577uPkU0/AdT1c26G7r5PG5gYikcX7ZlKpDJe9/ir++ufqfXpPfNpZPOlp/8Kzn3c2Y6MTfPDqj/O3v9wHwImnbOY/Ln0Vt3/mG6Vtmq7xg7u+fFCCbHYmRWo2je9DPBEj2XBsva+1CPI2Z4NIqrmYLEUh2tWHGk8gL6MC41oWs1vvrzBbToeSXH7xB5AkiQ/c8HbaVLOqIbOWqEPW9FI6Q93mkysqiZ7jkB3cQ7ilg8zAjlI1aj6xnnXIeojc6CCeWSj3eJNlYr3rA8+6hXFtmk6sfyOpbQ/UvEe9vqG4HDsTXHMsQailHd9zMSfHSx51erIRJRQmPzJE3aYTa1ZEXdMktfMh/GJMlpaoI9TahTk5ilXsdZONEJH2LrL795QeBwQGxj3rMKfGA5PrKsT6NpTl0kY6urFmpssi1+aI9qxDCUeCRJRlDAm4lkVhfCToyfM9FCNEpKMHJRI5YCkjEBxDrES/rNlP8Ic//GGuuuoqLrvsMm688cajfTmPGCKRMJHeTug92ldSG8d2yOfyfOfrP2LHtt2c8ugTee4Lz6Gzuw11FUf+Jyem+a/3f5KfFAciIMisfcazn8Lbrn7zkqIOIJGI8Zo3nV9T2J37vLP5xPW3ctYTHsOr/v1ispkDU4oP3reVd1xyLTd97kNceuG7sC2bC1777zQ1H1z1tK4+QV392vuDR1ZU9EQSdVOsuFwnrchPz/d9kIKs1fnpC0ZDM7G6Bj772ffheh6JZB35/XuqHsNOzQbDC0VhZ2czgVHuPJHhuzZaNIGTz1UVdUgSnusi4aNFYxCLoxghzKlx7NRskDk6Nkx83WbyI/uDnjNJQq9LYjQ0Y6dTKKFwzZ5DJRQOevaK6MlGcsP7cfPl09nW9CSRrl5kVcWzLCRFqViCDeKrRsrEmp2aJdTUVhJ1AOHW9sBoeYH9i5PLkhveT6SjC9eycNKzZUvP4daO4ntxQMB6rku0Zx2FiVHMqXHwPGTdINLRjRqNrUiQKbpOpL0r8Mjzi1VVUakTHCesSWF3zz338JnPfIZHPepRR/tSBMcYjuPwp9/fy6WvfxdesXrzh9/9hS995ht8/uufWPbk7nJ44B8PlYk6AMu0+PH3fsnZz3oyT3/Wk5d1nFNO28K/vfQ8vvfNH5dt//fzn8vw4Aibt6znzm//rEzUzT/fT3/wK57zgmfQ1dvBC1/2HELhY7gnboXMGQ/juUFuaA0bCEmWg6XPFTSK+25gUmtOT+AW8qiRKEZDM/nRQbRYAnyfzO6tyICqG+DUHswpXuyB/+u5FCbGCDe1lPzIPMdBiURqZq5Gu/qwZibJDc4fignSFCRJxpqdRtZ0nFwONRon3NoBxeix9O5tyJpOuKUtqFxWvD5KmehTQmEkRa0QdXNY05MYTS3FIRC5UtgVo9TKTyKV5b1KshK0vlXx9FMjMYxkI04mgxoKE0o24hMMuwQCe7Y04YokE25pQ69voDA+jOc4RDv7kFUVSdeL3okrN6IufWYEguOMNSfsMpkMF1xwAZ/73Of44Ac/eLQvR3CMMT46yX9e+oGSqJvDNC3+87IP8KXv3LJir7dqZDNZvryI/9uXP/ctznz86SSW4f/W0Jjk1W98KU97xhP42z33IckSjz7zFP76p3/wyY/exqve8BL+8qd/1Hz+P//+EJ+6/QbaOlprDnEsRT5XYHJiGtM0iUTCtLQ1VZ3YPVTyuTy+7xOpkuCxEM+xsWanyY8MBeKg6PMWae1YsXlrIBCtosFvFjUaR5KksiguOz1bWu7E98v2eba16JCGpGplSROKHgxtuIVC6VolRcU1C8iqhhKJEmpoBlnByaRwzTyuWajSW+eTG9pLfP1mtLoknmmSH96LGo2jxeLImkZhbBJ8H88ycU2TcFsn+bHh0rK0bBhEO3vJjw4j6wZGYzN6XZLMvj21Xy/HQY3EyOzdievYxCLln2O/mo7y/TLRLSlKVTsYNRLDaGqp8KNTQuHAb003kHUdvT6J73mlPrz0zq0l4ThnCi0pwSCKiMoSCA6w5oTdxRdfzHnnncfZZ5+9pLAzTRPTPNCjkkpVNiQLDp3JiWn27tnPj7/3S2RZ5jkvfCZdPR2ladAjydjIeE3j38F9I8xMza6KsHMcl2ymts1GJpPFdRaxVZj/2HSW//vNn7jnz39ncmwK3/f58ue/hVO0Zchm8zS31M7jbWpuoK4+cdCibnR4nE9+7DZ+/P1f4tgOibo4b7rs1Tz7355RM05spYyPTnDf3x/iG1/+Pr7v8cKXPYfHPPZUWtqa8IqxWSAFVRhZxvd9rJmp8rgl38eamsCzzKAXbQV5oK5ZIL3z4dJynxaJkaniMYfnBTFT5oL31vdxzUKZD9t8wi3tFIrRXnp9A042SFkw5wYUCJaMPST0ZBNaoh47NYNnWyWhk62xzAtzHnAJJMUm1rcBt5AnvXsHdZtPQpq3hFgYH0GLJ4h19QUbJAk5FEHRNGI9/cGm4uumRWO4NaZS1VgcO5MKcmarDFDIioqRbKyIRPNdF0nT8G07yCatUhELNbeS2bu7ok/QLeTJDQ8S7eoNllXnLa0WJsfKqoHzz1eYHCfS1nlIpsICwfHEmhJ23/jGN7j33nu55557lvX466+/nmuvvfYwX9Ujm4mxKT707o9z189/V9r2jS9/j/P+7Rm8/d0X09iUrPncTDrL9NQsrusST0RpbKotXhYyOjLOnl372PbgDjp7Oli/sY9oNIxtLx4h5brL8zRbilg8ytnnPpkH/lk9cuvsc59SmsytxvTkDFNTMxTyBWLxGPl8gZde8Hze/66PMTx44MtSURQe+y+Ppi6Z4K6f/a7qsV530csPOhlianKa/7zsA/x1XkUwNZvmI+//JJ7v8/LX/PtBC8Y55qqo98wzY/7T/93Ly1/9Qq648nUURodwsmkkWcFobMZoDKxz5ofQz8fJBDFZyxV2nm2THdh5oIdLkoLOrRoTn5LvB9m3C8iPDhHrWYcdCmFOT5Z6vMIt7ThmHt9zCbd3FZdLs3iuV9b3JWsaciiEm8uS3beHuf4xa2YKSVGJ9vST3be7rG+tdA+WhVkYw8llivuD5/qOg5GopzBywP7GTqdKlT+jsYVIvA5JlpHk8ipnkA07VmmrIsvoiSTp3duLj6v8Q0iSZYymFqzZ6QOCS5ax8zliPevI7NkRLHVbFko4WlrylTQtqOJVGUCBoBLnt3WWGQt7ros1U9tc3E7N4De3VtyfQPBIZc0Iu3379nHZZZfxy1/+klBoeWX3q666iiuuuKL0cyqVort78bB6wfJJzaa5549/KxN1c/z4e7/kvOc/gyc+7ayqz927Z5CPvP+/+d2v/4jv+/Rv6OXqD7yVU07bQniJoYN9A4O88YIrGNx3YJouURfn+hvfTbKxHk3XqqZk1CfrVm3SM8i5fTpf/cK3mRyfKtvX0FjP81/0rJpLmfsGBnnnW97P/f8IRKGma7zkFc9namqWy696E6mZNA/ev5XG5gZOe8zJjI9NMrs7xSVvez23fPwLZekar37jyzjpUZsP+j7GRibKRN18PnPTl3jGuU+hvbMyhH0l/O0v95WJOoBkQx2vfM0LyOzeVqrc+J5LYXwEOz1LtLt/0ZxX18yj1rCsWIjnOIHhraxgNLWgRqJIxSVXKzWDNT1Z9ni3kEeLxnFzCyq/vk9mYCfh9m7qNp6E73u4uaAyq+ghlKYwsq7j5jL4jo0ny8Ekqu8f6AHzPLKDAyw05fVdh8LoEKHGlqqCVo1EKUyMVni5SbKMpGlEOnrIDe0t26cYIULNtf3cZN0gvv4EckP7cDKBEFSjcULNbeRG9gM+aixRc5lTKT7fTs8EEWShCNbMJIXJCWJ9G/FsE7eQJ9oVLAPbqenAsHjRSrZfIfokSVq0GicVjZEFAkHAmhF2f/3rXxkbG+P0008vbXNdl7vvvptPfvKTmKZZ8UVqGAaGIZpjDwdTE9P88X//wh1f+l7Nx3zltm9x+mNPqeinGh4c5XUvubQsymr3jgHeeMHb+Or3P8XJp26pecyZ6Vne87YPl4k6CETmNe/8CB/46H/yxre8kls+9oWK5777Q1fQ3Lp6fnud3YH/222f+io/+f6v8H2f57/oXF79Hy9janKG3//uHlpam9iwuZ/WtmYURWFsZII3XvA2Bvcd8BuzLZuvfeHbvP7NF7Dt4Z3s3LaHdRt62f7wLn747Z/z7uuu4OrLr+ObP/k85zz3afztnvtwXZfTH3sqjc0Ny+rjq8XuHZWN9nOkUxkymdp5tsshm8nxza98v2L7K17770TdHF4Vt6XFkiTmkJUVTDD6XqkiVhgbPuD1JkkYyUYiXb3k5g0cOPkc4fYuzMnxsr654DkyeqIOpfh7RZIkrMG9WJZJpL2LzMCOskpgYXyU+LpNqJFosJxbKNSsFDq5LKHmtsp71YIA9zLrE0CL12Fl0hh19ejJBrRYHHNmCs+x0euSgaHwIr2IkiShhsLEetcFxse+h1solKLGol19aPHEotOiiq4jJRuxpibJ7Nle2m7PTCIbIWLd/WT2D6CFI6XeRWmRSqukaRUGwZIsE2pqLdmxLCTU1BoMbjg2kqIe1CCFQHA8sWaE3dOf/nTuu+++sm2vfe1rOeGEE3jnO995WBq9jydSqaCXJpFYOrtwOfzjbw8wsHs/uSqTmnNk0lmcKk75f/3zP6vmk3qex43Xf4aPf+YDNZcxp6dma2azjo9Nks3mMAsWn7r9Bj73ya+yf+8QG09Yx0WXv5YNm/pX/XPS3dvBVddexkVvfQ0+Er7n8faLr+G+vz1Yekw0FuHWr3yUk089gb0D+8tEHUD/hl5e9qoX0NLaxDnPeRp/+N+/8MPv/JxHn3EKb77idVz3nhv5+K3vp7U40NDbv3pV56ZFhK4sy4fs/+f7Pm6Vz8BjHnsKXo2JTAAnny/1oS1EUoJg+OUiqWowUDC0ryxVAt8PMkZluexc4bYO8mMjgbXG+Eipp06NRAMD2/mRWkaIaO+6IFh+9/ZK0eZ7ZAZ2kti4BVlRK4VixbVqyEYIr3idWqI+uPaR8qQRLZ7AaGgis3cX+D6hphbkkEqkrTzaz5+LyJKkmoJnfj+brBuo0RhILHup27ftimohBBmu2cG9GHVJ8iP7A4sSINLejRqJBrFqC4i0deHhI3leWZVOCYXRk01Y0+W/N9RipFtmzw58z0OvS6LXN4hpV8EjmjUj7OLxOCefXG5VEY1GaWxsrNguOMDYyDh//L97+fYddwLwopc/j7OecDqtbZWJBcslncpw+63fIBqPcNYTTmfHtipN6MAzz3tq1aiqu+/6Q81j/+PeB8jn8jWFnVkwq24vXVs6yze+/D06u9q4+bbrME2LcCREPH7wVa2lMEIGre0t5PMFrnvPjWWiDoKq1Zte+Xa+84svsmtBvuvTnvlEnvWcf+Xzt3yFk0/bwhOechabTljHxz79fh56YBtbH9zBp7/8Edo7Wg9KlBbyJpMTU+zdEwiDnr5OGpsaSpYo3b2dNDTWMzU5U/Hcs899Mg2NtXskl0MsHuUFLzm3QowXCiZSLFRT6LhmnnBbZzDpOa+CJ8kK8f5NK5qKlVUNRTfKRd08zKkJYt39+K5DuKUDc2YSe3YKJ5PCaGgi1BT0/EmKEpjgLhBIshL4vVU090syel09sm4Uhwr0oHJXg7nJ2lBDM7JhIOtGMBU8Ooxe3xDksXoeyDJONlMSdebEKHp9sswzz3UcfMfGt21838f3XNRwBHkJa5CgF28Z3n+eV+pDdG07WAqtVn3NZ9G6+vAcO5hkLfY3RrvXUZgYwZyaBN9D1nRCLW04+SzZwQFCjS2BWC3ek6xpRNo7CTU2YU5P4nseRn0jnueS2vFQ6dz5fI7CxBiJ9SeUqqoQ9OlRnLAVQxaC4501I+wEK2d0ZILLLryaB+/bWtr297/cz4mnbOamz3/ooMWdZVnMzKT4x70PcMFrX8RPfvArphcEzze3NPKMZz8Vucov0a7e2hFQjc0NyIsImERdnHAkTD5XfbmuuaWRbCaHETKOuNnu1MQ0P/7+L6vuy2Zy7Ni6m/Ub+0rb4okYL3zZeXzo6k/wvg+/ne9966f852UfwLEdHnX6SVz53ks4+1lPRl8kHmkx0qkMP//Rb7j+fTeVeg41XeOqay/jWc99GrF4jNa2Zm79ykf5j1e8rew9POlRJ/D2d19MNLa8PrbFeNyTzmTDpv6yPwC+dcePefc7X4Ocnan6HC0aI71rK9GufiRFxs3nkXUdpbi8uJLlNkmWAy+8WnhekHcaiWHNTKGGo1jTU0Hf23iw5K/VJYl29NQ+7wJRoyXqMBpasGYmsVMzuIUc4ZYOJEVFr2/EmpmsOESkOHghazqeZZLevQ3fDpZVrdnpksVH8a7Q6+rR6pLBNXleqZfPtSwKk6OBX15RCBoNzeB5KJ637N7EWrhmgfzYcDDQIAVRZvG+DWT3D1SdXJUkiLR14jW3IhEIWEmSiLR3E2pqxbMtXLOAOTleEvGF8RE81yHS3l36fSCrWpBdW7ResTMZsgPbKs7nOzaF8REiHd1BH2QhiEfzbBMlHCHU3BYsIYtMWMFxypoWdr/97W+P9iUc0/zh7j+Xibo5HrxvK3+4+x5e8JJnH9RxE4k4j3/ymezeMcCH33cT19/0Hu789s+462d3I8sy5zz3X3njW15JR1dlvxDAc17wTG675WtUS7N77ZvOp6l5EWuPlkbeeMkruOkjn6vY9/RnPYm//ukfKIpMZ087D963lc7u9iMm8EzTKlmUVGNkaIwnPe1fePlr/53v3PFDnvvCc/jmV77PO957ccU07D/vfYDXvPgtfONHn2XTCesP6nr27NzL+6/6aNk227J5/1UfZfOJ6znltBORJInNJ27gGz/+HAO79jMyPMaGzf20t7fQuMj7sBJa25v51Jc/wi9/8j989+s/wvU8TjltC/G2dgqDZkVP3VzqgO84ZPZsJ7HppFLV7GCRjUXEsSThO/NEnFNHrG99SaQEQsLHLeTxfa9oybKgD0xVQZKDeKpQGL2uoaznzC3ksVOzRLr6CLd1BEbF46OBP144QqStEyUcRVZVXNMs83jzXJdQcyuKEcLJZXCymWA6Nz1Ldt/uYt+aSri1Ay1RT35sqCz9Ac/DnBjFb2hCNkLBIImqLfoHVC1cyyS14+EDpsN+YGZsp1NEu3rLvP+C1z0U9L3JMsqCqdW5yll6V6U4A7CmJgg3t5VNyM7HnK5u9AzBpHGotQ07NUtu8MAysVvIY01PEV+3MTChFgiOQ0RN+jglNZPm23f8sOb+//e1O0tB8ytF0zXOf/ULiUTDDOzez2UXvgtVU3nfDe/gmo9cyZsvf+2iWaVtnS1cd+PVFUuL5zznaTz9WU9etBqj6xovPP85XP2By2koWqlEomEueO2/84xnP5WvfeHbvOsDl/P5W77Ky57zRr72hW+Tmq3u1bUQ3/cZHRnn4Qe289D92xgZHqswOl6MaDSyqBhKNtTz4me/nkwqwy1f+ggnn3YC2XSOkaGxMlE3h2M73PLRL5Bd4Mvn+z7ZTLbMo3Eh+VyB2269o+b+L9z6dfK5YGlSkiTaO1o5419O43n/fg4nP+qEVRN1c7S1t/CK172I2755I1/81k285j9ehhGNEu/fSKxvI3qyiVBTK7G+DXi2dSB1AGo2za8EWTdqLt/q9Q2gqEFvWfF8mT07UCMxJEUhtfNhUtsfIr17G7Nb78eancFbkKYgq8FSIQTN/Lnh/VXPNScywk2txNefQN0JpxDv34gWr0Muxt35nlvqi4t09qIn6imMDmOnZlDDERLrT6AwOVbMOT1ge5Ib3Is1M4VfLa6MQCj5rsPs1vvJ7t+Day3e1rAQv9iTWC1JwndsnGwGNTq/hUIKPOkWGb6odqyV7F/0uZ5f7oN4YA/ZfXuqVhcFguOBNV2xE9TGx19UlHheZbVsJXR2t/HV73+aj37gFv7wu7/wo+/+gtRsmiuuehOt7Ysv8UYiYf71nCfxw9+exD/ufYBMOsvpZz6K5tZG6pNL25EkG+p58Suex1Of8QQymQyO7fKPex9gz859fOKzH+RbX/0Bv/v1HwG49aYvLekpB0G17e9/uY+rL7+uNNjR0FjPNR+5ksc+/vRl5b42tzZy6ZVv4H3vuKFi34mnbGZ8bJLUTJo7v/Nzfv+7e/jCN29m+9bd/O0v91U5WsCf/3AvmUyOaLFXcWR4jK0P7uDB+7YxOjzGc194Dus39VW8boWCyf6B6j5wAIN7hykUTMKREKPD4/zj3gf4yQ9+RV19nBe9/Hl093Ys671YCZIkVfTsyZqO4vn4joVjeRQmxlhoBbIaVhaKphPv30h6z46y6VItXoeeqCc7sJNwWyeyquHkskS6+gIBvXdB/6jvk923OxiGCKt4rhv0snkeWryOWK9erADWWPr1vcDbTTdQaiyxz1WyIm1d2KmZMmHrFgqo0QROpsofK5KEk80SamkHSaouiIu/E+zZadKFPIl1y+9X9B2n6jDLHHYmhV7fiGeZKJEY4db2mvdYYql+t0Wyfo1kU4VVzRx6MriOan1/ECSJeI6z4gQTgWAtIITdcUpdfYIXvuy8klfaQv79/PMOaYlSURQ2bOrnI7e8j/RsBkmSqKuPE43Vbg6fTzgcoqunY9HK3mLIskxrezOtNDM+OsnvfvNHxkcn+czNX6pY4v3ZD3/Npi2LL2cO7hvmole9o2yKd2pyhssuvJo77vwMm05Yh6YvPiUoyzL/+swnAnDTDZ9lamIaVVM5+1lP5rx/ewb/eekHSo+dGJvid7/+A+c+/+l880vfr3nM+mQCRQm+3PYODPK3P/+T/7nr90iSzFOe/ji2PrSTu3/zB173ppeXvZ+RaJiTT93Ctod2Vj3uyaeeQDQWZmRojP945dvLbE++982f8Jr/eBmvf/MFR2QZW1IUfN8PQu2roK/SkpkSChNfvzn4UjcLSIqGkzswhJAbHCCxYUtQYZKVYDm0BoWJccKtGrnhffN63ySM5haMugXVTklCr29AjwdCWZJl7Ewa2TDKBh5KD1c1tPoGJFWtEGeB7UnlEMhcT5+dmiY/NoRihIj1b6QwPlryqAPKhJRnFnBNc/niRpIW7UuTZAW9PolRnwRZWdZSrySrZRm281FC4ZrCDIKJ5GqT05KqBb17K6xICgTHC0LYrUEsy8YqTnsuNin5pKc9jo0nrGP7w7vKtm/cvI4nPe1xq3ItiUR81SxUDhbXdfndr/9Ys0KZTlUXDHPYls3Xb/9uVWsW3/f57H9/mWc8+6mcfuYpNfsG56irT/D8Fz2Lxz/pTFKzaYYHR7nr53fztoveh2WWL/386qd386zn/ivPfv7T+c7Xg2XzWDzKi1/+PE4742Qcx6G1rZm6ZB0jQ2O87x03lJkJ//Inv+XxTz6Tpz/ryYyNTpSJMMPQedWFL+bOb/+04r5UTeUVr38xkiTx9du/U9XL7vbPfINzn/f0IyLsZFUl0tFTFvk1R6i5vSwy61CRZIXC2EiQzFAl/aAwMUa0q7eYmlBbGKjhCLn9A9iZ+cLLxxwfRYsmSrFakqIS7e7Hmp4IIsx8PzAObm3HnJki3NJWYc0hKwqR9m7yI5XLub7nIinlv7bVSBQ9kSzr6XMyacypicDo2bFxC/lAQC2YDHayGbTY0v9+vWJV0mhqwdlb/d9TqLm1qlBdikh7V8XghazpRNq7MKcmak4Sy5pGpLMHtxhtVmF3IlFzWnfOG1AgOB4RPXZriEwmx0P3b+cDV32US177n3zyY19g7579ODWc3Fvbm/nU7Tdw9YeuYMvJm9hy8kau/tAVfOrLH1lyuXQtEYtHayZcADzjvKcu+vx8vsBD91dv4IbAxHd4cIRXv+iSqr1wC5mrJja3NnLrTbfzvW/+pELUQTDhG0/E6Fvfw2VXvpGGxnr+65Pv46EHtnPZG67mbRe9j4tefSVfv/27jAyNVU2I+P3d9+D7Pvf84e8V+7p6O/jsHR+ns/uAGO3sbuezX/sYXT3tTE3O8O2v/6jmfdz5nZ8vea+rhWKESGzYQqilAzUSRYvXEV+3mVBzS1ks10J8z8O1LVzbwq8RU7XgCYFHXI3HumYe3/NAkVEWmR5VwuEFou4A+ZH9RLv6AIlIRze54b1Ys9MlgeGaBbJ7d6PH4uRHhwMrjoXHryVmPQ8kysSd0dRCbrhKL5kf9JiFmlpLQmluQGQOeZGlUs91cS0Tp5AjO7iX2Yfvw3ddtHjlEr1Wl0QNL69aX4YE2eH9hFs7iHb3E27rDP63tSPIzl1iGV7RdPS6JLG+DcT7NxYnXotCWZGJdPRUOadEtLv/oESoQLAWEH+yrBHMgsldP/0f3vP2D5e23XvPP/nabf+PL3zrZk4+9YSqz2ttb+Glr3g+5xTFzWr3TR0LxOJR3vrO/+BP//tXzAUC6vQzT2Hd+iq/3OcRChv0b+jlnwv85+bo6u1gbHSC0eFx7vrZ3Vzwuhcty26jPlnHq97wEq685P1V91/wuhcRCoeYnJxmcP8wn/3ax3n7m9/Hnl0HvqTTqQwf/eAtvO3qizj9zEdVNWf+xY9/w/mvfmHFdl3XOeOs0/jSd25hdiaFRLBc3twaZH/6vl/xes0nkz601ImVIEkSihHCaGrGqG8oiRd5kaqKa5oUJkYC0SRJGMkmjIbmxfu6ZBm5SuVqDiUUKXm5hVvaF1iMlC520SVCt5BHVjUSm07Ezefwagy55MdH0BP1QT9elcp7rR6ywuhwkMc6sLNUwQu3dJSGFKx0CmtmCnwP37GRjVBJKJXFeUlSaWBkPr7n4VoF8iPFDF9FxUg2Br2I+wcIt3WgJxuxM6ngda9vRNGNRYckaiGrGnpdkuz+PUiygqSq+I5T8jc0GipzaqseZ4H4dy2L/OggkiQR612POT1ZmkAONbUKA2PBcY2o2K0RJsameP+7PlaxvVAwee/bP8zkRO2QbAhExvEo6uboW98dRG4952nE4lFa25u5/Ko38ZFbrqGpZfEYMV3XecUiYu3fXvJsfnbnrwH46Z13kZ5dfGl3Pmec9WjOPvcpFdtf+NLz6O4L+gvz2QK/+PFv2b51V5mom88XP/ONmvY0hYJF/yLitaW1iY2b17Fhc39J1EHgo/eUsx9f83nnveDsmvtWG9///+ydd3hT9duH7+zdke5BoewpoCACMlSGooCCqAwRBBRRhkzZIFtQAUFAhig4GAqCbGSI7Ckbyiije7dJs5P3j7ShIUkBxfV7c18X10XP9+Sck5M2efKMz8eB1VCIPvEqeZfPknfpLLrEK1gNhV5lcWxmE/lXLzhtv6xWHBYLxvQUCq5fwu5jKhRAKBShCPetoygPDXcNL4ikMtR3iSELpTI05St7lEPvRiAQIpYrvLoruJ6DodDpw+ojSCzuIStGEhCEKrYs8vBoBCIRqtiyqMtWBIcDY3YGupvXnOVeuw112QquaxQAptwsdy0/odAp9OzFXcJmNJCfcMEpOVNUkjakJWPKyXK6cqTcpjDpBmKVBlV0HBKV+g8Fdc77JEAeHIpIocRhd56rOKiTR0T/oeEGu8WC/uY1zDlZmLIz0d9KRCASIVEHINE47eD8IsV+/pfxZ+z+I1y7esOrsT3AlcvXycvJIyT0z7kE/Fux2+1ehY6zMrLJyc7DbDYTFBxIbFw0Ez4aji5fj1gsJjgk0Ovj7iYvN5/U5HTGTh3Mx1MWoC+ySVMo5PQb3JNDvx13ScMolHJE4vvX/woN1/LBhP680q09O7fsRSgS0qDRY1w8l8DAXqP49IvJpKVmUKFSOa5f9bRlKiY7MweV2vtk7lMtG/8heRKVSsl7g9/kt92HPQSfH3m0BuUrln3gY/5R7GYT+VcvullyWQt15F+9SGCl6m5G9A673RXQeRzHZMJS5BjhC6FUhrpsBfS3b7jkNJy9cOXcMjkCkQipJgBxxapOlwWBAIFIjEgiwW6xIFIosRk8LfXEKo2rf0tYysBN8dDI3dk6u/2OS4IqpixWbSgCoQhzbjaFKbdx2B1IAgKRh4Rht9vRl9SOczgw5+VgNRpQRsdSmHwLgUSCukx57BYzVkOh04lDoUAokSC4a+rUbrU6JUK8BJtWXT5ybSgIhThsNszZWc7+PJvN6awhEiMQl55l9YZQKkVTriI2oxFTXg5CsQhpYAhCieSBj+V8DhashXe+fDnsNlfmUyAUIa5c3Z+x8/M/jT+w+4/gzW+zJN7M1P/LFOTrSL6dyrrVm8lIy+SZZ5vyaP1HiIwOx+FwcPVyIkPfHe+y6FIoFQwd3Y/GTz1OVno2t24mExUTQUxsJOH3cNg4efQMA3qPon7DusyYOw6JVEJebj4SiYQfvt/Ib7sPu/bt+ubLD+zGUFhoZHDfsdSqUw273c5Pq7dgMBgZMqYfHwyYRJA2kCZPP1HqoIJCIUeukHtsjykTResXnvrDQw4BgRo+Xz6D779ex8F9x1CplbzwUktq1K7qCnD/ahx2O8Zil4S7KVpTRsa4siwOm9VZfvWBKScLSWCwz6lMoUiEJCCIgEoqZxlUAAKRpCjQ8czaFrtBuG+ToI6rgO7GFbeJTpFChapMOVdAIg0IxpDi7vNajDQ4tCgQcgZ/dpsVu8mEISMFu8mESK5w9ozJFBRcv+w2zGHJy8FakI+6XAWvpWFnHyEoY8u6nDqEEkmplmbgDIJKBkV3YzUUunxeFZFR6G9ed3npAkjUgShjy95b5uQuiu+xROP997ikrIxAKCxVYNlm8u5KA87n53gAbUo/fv6L+AO7/wgVKpdDKBR6nfx0uiv8s5OpDxNdgZ71a7Yw88N5rm07Nu8lOjaSpd/PRigU0POVAW4CyxKJmOgykfR7Y7ibH2tMmUgWfj2LsuXLeD1XdmYOc2Z8AcDRgyc5evAk0z8by4UzCRw/fIro2ChmzB2HWCLCZDRT+9EaD/x89u89gq5Az8F9x1zbxBIxcWVjOHPqAgBNn25IhUrl0ASovU7xtu3YGk2Amg9njmDuzMUIBUKebfc0T7V8Er1Oz/WrNwkJ0xIQ8GCeuNeu3ODdHiN4tt0zDPrgbUxGEzu3/srieSt5uvWTTPlkNCq1kvy8ApfQc0CgplRdQIfDgd1idmXUBGKx1+yQa3+7zV2S4y6sunwc9sg75bNSDO2hyO/0Hj2QAoHAGXz8Qbs2AJFMhia+MnarBbvFUpRhkriVJQViCaq48uhvuk+mi5VqZNpQhEX2Wg67HUt+kZNEETajAXNuNqq48kVlVfdePYfdhikny2k5lpvtcX02owF5RPQD2a8VXTUeWoKuJQGK8GishToMKUkeQaBFl0dh8g1UsfF/KNvmDZvFjCEtGXN2luu6pEEhKKNivJZqvZWX3Z/Cn9dF9OPn34y/0eA/gjY0mHeHvOmxXSQSMWHGcMLC76/J+L9ARnqWW1BXTPLtVBbMXk7SrVQP14xuvTqxaO5XbkEdQNKtVAa+NZrMDM8PPgCzxeIqgQYEavhw5gfYLDbsdjvPtWtBt14vs2vbPoa8M57vv17H7RvJGA0Ppo+lK/AM1AKDAkhLvWOJNGXMp/y66yDzlk0nWOveC9m42eM83uhRenYagEAoZPj4/vR6tyuJV2/R67VBXDx3hTdfHcgXc78iJzv3ga5t26Y9GI0m1q/ezIcjZzFj4meu6dtffzlIfl4BCZeuMfjtsbRp0pk2TToz5J3xXLl83euXDLvdhiU/j/yE8+RfueD8l3Aec36u1+lPAATODIwvBGKJm1CtUCxBVorFmKxEn9xfjVAiQaxQIg0IRKxQevSaCUUipJpAAqvURBlbFnlkDJoKVVCViUcsV7iCH7vVgj7JU3YGoDD5pk9LNUtBvs8snEAifWDbMIFYjCTQd0uHWKnCkJ6CRBPoM7Nnyc/7U44RJbHbbBhSbhdZpN0JNs25WeiTbjpL5HchlMp99kBKAoNL/V37p7FbrdjMJueUtz+z6OcP4s/Y/QX46gn7M6hUSl7p1p5adarzxWdfk5KURq061ej9bjfKxsc+1HP90+zbddDn2uafdvLSq55DBNVqVOLzT5Z5fcy1hBtkZ+Z49aAVi8XExkWRkpzOtDlj+HTqQjezeqFQyKhJgzCZTOzZeYDuHd/j6x/n80jd6m7Hyc3OIycnD6vVSkCAhvDIUFdmoFHTx1k8byUtnmtKtZqVKdQVsmv7bx4uDMsWfMvBX4+yaOXHXL9yk7y8fKJiIrhw5jIjB03GZrOx4NMv6dWvK9PGzXE97sLZBMqVL8PXi1fzeKNHafq0U6MwKzMbs9mCWCwmzMcAiVLpWd4tRiKVYrZY6N7hXbey7OH9x3n9pX6s3ryEMmVj3B5jN5nQ3XD3C3XYbOhvXENdvgpSL5ppQpEIRVgkBT6ydorwSI8ARRIQhCgnC9tdwwmSgGDE8j9ncv+wEYhEiEQitz7Bu3FYLN5L0TgdH3wFqgKREAQilDFlXUGizWTElJWBNODBh6WEQhHKyBgKCnUellvy8Cgs+bnO7KpAgKpseWwGZ1bxbs2/u/UI/ygOq8VrNhLAkp/rFJu2mBGKxa7snVAiQVO+EgXXEtwCTJFCiTIq9g955P7VOOx2bCYDhcm3naVtoRCZNhR5aOQDl7X9+PEHdg+JgnwdKUlp/LhqExlpmbR4rhl169UiMvrPmZeXJDAogCeefIzqj1TGbLKgUilRlPLB/F+ltN4uq8WKXO7Z+FyabAdAclIaUqmEqNhIZCUM4UPDtPR7/01+23OYrRt2uQV14AzSp42bw9ylU9mz8wB2u52Zk+bx2dJpBAUH4nA4uHblBmMGT+PcaafLh3NgYiCNmtZHrVERUyaKRStm8cN3P/Pd8h8JDNLQ/uVniYwOJ6ZMJEm37miLGU1mft11kKWff4tSpSA3Ow9biQ/J5NupBAW79yGFhAWTf8hZJl08bwVVa1TizMnzzJnxBYnXbhEVE0HfgW/QrEVjtCFBbo9t82ILli/63us9e+nVNpw6etrr66HXFfLD9z/z3uBeiCXFHqd2jBm+df4K01IwmG0EaoM81kQKJfKwSA+dNXlYJCIvgZpIIkVTtgJWQyGm7EwEAgGykHBEMvkfntD8K7BZzODA1ePmDbvFgsNX6fMeKCKdX+oMybdcgZhIrihRvn1wnCXmSlgK8rDodQhEYqQBgViKRI/BOexiLch3BtIqNXaj0U1LT/CQgqd7BYhOTcBrCGVy1GUrIJYrnGV2uZKAStWc7hoWizM7KpH8ay3EbCYj+Vcu3umVtNsxZaZjLchH8wC2b378gL8U+1DQFehZv3oLLz/7Jt9++QM7Nu9lRP8P6flKf5Jvp977AA9IQICG0DDtvyqo0+sKuZmYxN5fDnLot2Mk307FXIrsRGk0bu5bbLhuvVoEBQeiuMu7VSqVIC5lWlUkEtKhVQ9OHDntIejcsGk9XunWjm2bdnt9rM1m49K5K1SoVA6A34+fw1Do1EFLSUqjx8v9SUlOo22H1nR47Xk0ARqG9hvPxXNOJ4CszGz6vTGcn9dtJ/l2KhfOJvDRh/PY+OM25i2bQUyZO/IbhfpCQsO0GAoNZGVkuwV14MwgCkvYOonFIipXq+ByFykbX4adW/by/ttjXdIpKUlpjB/+EcsXfYde7x6kRUVH8OY7XTyec1y5GLq9+TLfLl/n854e/PUoOt2djJnDbiu1cV1gNXPh7CVMRs9StlAsRh4eSWDlGiij41BGxxFYuQby8EifvVpCiRRpQBDqsuVRxZVHotb8a4I6u8WCKTuTgisXybt4mvxrlzDlZbuVDu02GxZdAQXXLzszdr6ycmIxeLHyEqs1iCRS9DeuumXXbEaD85h/shxqys5EIBTisFnR3byOKSvdY12XmIC1IB9EQuRhTiFsSUDQQ3N1uFdJvXjdbjJScP0ytqL3HGcPpQyJJhC5NhSxUvWvDY7sVqszKPYm62MyYvUyee3HT2n4M3YPgYz0LGZO8uwJS7qVyoJPlzNq8iAUXiYa/8uYzRYyM7KxmM1IJBJ+/P5nlsz/xtV3JZfLmDZnDI2aPf7Azz22TBSNmzdg/57DbtvFEjHDx/cnIiqMJd99ysA+o8hMd5Zp9v5ygJdeacOabzd6HO+pVk9y7NAprFYbI/p/yOrNS9wyqcHaIPLzdF7dIYrJy8tHqXIGk0qVAoHQWWY9vP8Evd/tijZUyy9bf8WcbaZTl7aEhGlZMn8lcfGxzPxwPgaDpyDuqq/X80q39nz9wzzSUjPIyswlJjYCiUSCTCb1moVs+vQTHNrvHMKQyqSMmzqE75b/6Fpv17E1A/uM9vocVixZQ6eu7VGp7mTAAoMC6PH2a7R4rimrV24gNyePNu1bUKdeTTQB6lKnbYO1QW7+uQKhCJFM4VUCBMAukrDnl0PEVShLdIynNZtQJAaR0zv0QfA1lPFPYbfZMGamuWUf7SYj+hvXUEaXQaYNQyAUOgOwa5cAMGZnoIx0ypNIAgIRK1ROmY68HJTRZRBKpKjjK2POywa7HWlwCAIEGNKSfVyEHXNeNvIw55cGu9XiHGZxOJwTpT4mgIsRiMUIJBKvZVCJJtDN19eYmYa6XEWEYgkSYyDK6LhS3UKKcTgczilXgcB3qVksQaxUe+3nEymU2Ix3/q4cFgt2k/E/V7p02O1YdQU+1815OUhL6Bn68XMv/IHdQ+DXX0rpCduwk36De6KI+d8J7DLSMvlq8SrWrNxAWEQIPft24YvPVrjtYzSaGPLOeH7c/iXlizJd94s2NJhJM0ewfdMeVixdTW5OPvUb1uW9ob0oV74MYrGYmrWr8t2GL8jMyMZoMBIeGYpUJkUToOHb5T9gNJqQSCW0ad+CJ5s3YOSgyQDk5uSRmZHtUSJXa5RUrBzvUYotpsYjVfnx+00AdOrSzqUZqFIr+W3PYXZs3uPa97c9hylfqSzvj3wHo8HIod/uTMMKBAKaPPUEz7V/BqlUQn5eAeUrlnUTDs5IzWT8jGGMGzYDq+VO1qVM2Rj6D+vD8cOn+GDiQGJiI1m5bA2H958AQCKVIFfIfZaybTYbKclplCkb7ba9WLy6eq0q2G12V2kVoGff19yuvyQ93u7sFiQKhELkYRGYcz3dEgAKhTLWr9lC1zc7eV3/X8FhtfgsSRemJjkzWgKhW+nSqitwlQ9NWRmYcjMRisQoImMQCEXkXz4LQiESlQYEAiz5eUgCg0rN5lh0OmRaKzajAd3N605pF5xlUmVMWSSawFL6zQSoYspSmHTT6TBRhEQTiCwkDN0N9ylfS0E+ErUGVZl7T8PazCashkKshTpEEhkiuRxEIkQSmcdjhWIxqrh4dIl3ycrI5CgjY9DddP97tZmMPiVT/q0IBEWahj7Kzvea8vXj5278gd1DQK/zrS5vMVt8mtP/F8nJzmXiB7P4dddBtCFBvNylHatXrve6r91u58dVmxgyut8DSwyEhofQuUcHWrZpht1uR61WodLcmf4TCARERIV5eN72G9KTth1bc+1KIgKBgN3b9zNy4CSsJXQAvXnrSqVS+g/rzaC3xng4HdSqU4283HwK8nVUq1mJRs0e5/KFq1SpVhG5QuYW1BVzLeEGxw+dpEq1CohEImw2G0KhkIkfDefK5etMGfMpugI9wdpA+rz3Om1ebOEapgjUBpCTk8fsLyZz6fwVMjOyqVqjEmKxmPd6fsCMeWMJDApkwvCPOHnsDACVq1Vg3LShHiXquykte+os87pnTqrWqET33q/w9ZLVbtu793mFKtUreB5DKkMeUw5T6i3XB5VAJMKsDGLxglXExkX7FFr2hdViJSM9i+ysXEQiIcEhQSgUMjLSsrl1I4ngkCAio8L/Nf7HTocHHz1zdrvTGcPhcBv8EIhESDQBbiLNdkxYb15DEhCEMqYsApEIAYBAgN1qRSAQIpRIsVm9C5cLpVIcNjsF1xLcrsdhs6G/eY2AitUQ3jVRa7c6A0FDWjJ2ixl5WCSKqFgcdjsOmxWrXucM6u7y2nXYbSAQ3juoMxrIv3bZFWSCM9OriovHpNM5JWDuCjZF0juyMjazCQFgt5gxZmUUBb7O7KcpO9MZJP7HEIjFyELCMaaneF2XBpfunOPHz934A7uHwJPNG7Bwzlde1+rWq4Va8wfMsf+lZGVkI5PLmPfldFKT06lUtTzLFnzrc//rV29isViRlqLA7wuBQOCWybofpFIpSpWCCSNmetWDk8mkHhOiebn5fDZrKc1bNmLGZ+NYtuBbLp5LQKlS8HKXdrR+4Sm2bPyFqbNHYzSYeP/tMdisNjbu/YYtP/3i81q2bNhFl54defrZJuzYtIfXur/Eof3H2bRuh2ufnOw8PvpwHrk5+fR5rxsyuQypVErzZxrRpV1fwiNDCQwKYMfmPWSmZ1O5WgWioiOJiApjzpIp5OUW4HA4CAjUoFDIyc7KoUKlclxNSPS4Hm1IEOERD/YhEawNok//13nxlTYc+u0YAqGAJxrXIyw8hAAv2olCkQiLUEKaTY5S4RxyyczMZf6Hszl2+HeWfj/bYxq4NHQFevbs3M+0cXNcr2d4RCijJ7/Pt8t/cGUrw8JDWPD1R1SqWuEf0SmzF4vnFrlTlIbDZi1yariTpZEGh2LKSPM6GWvJz0UeGoHu5jVXQCSUSFHGlkMeGu6mfVcSeUg4xqw0fAWZhvRkVGXKuwIph93mdLdIvuOAUlgkwaKuUAVTZgYWXZ7XY0lUGkSy0t0c7BaL23MoxmG3ob99A2VkDA6LGUSegb9z8EGCSCbHkJGKSCZ3/j8tGYfNilipdmYLpf/BwE4gRBYShqUgz6ONobgM78fPg/Dvak75jxITF02jZo97bBdLxIyY0P8PuwL8G8nP01G1RkUG9RnN5NGfsGvbPq+Zm2LqPVHnDwV1f4awiFA+mDjQ69r7I/t6yJ5kpmezesV6crPzWL3yJ1o935xZn0/k4wUfElMmkhkT5nLp3BVmfjiPD0fOolBvwGQyc2jfMYxG72byAGazGaFQyKARbxESpqVx88fZvH6n132Xf/E9KcnpXDyXwNnfLyISiVi9eQmPPv4I167cQCKR0H9Yb+Z/OcOVmQoKDqRsfCxx5WLIzytg4gczeaf7MIaM6echICyXy5izeMoDBcpms5nEa7f46otVfDz1cwRCAU+1aEyZctFeg7piAoMD0YaHsX79L7z20nv0eO19DAYjy9d+RvVaVe77/AAJl64xatAUtyA9PS2Toe9OoMdbr7kyjBnpWfTpMpjUlHRfh/pLsNtsWPQ6dIlXyLt4hrzL5zHn56AuW+QIcRdCmRy7xYw5NxtZ8J3XQqJUuZU878acn+sWONktZnSJCYgUCmQhd03eCwSoysQjEEuwFfou1dqMBrDfyWS7mvi9UHjzOoqoGK/PSaRQIpTJ7jkwYbdZ3cqpJXFYLQhEIiyl9JqBs9wvCwrBlJWBMSPVGSQ6HFj1BegSEzwkWv4riCROWzVN+crIQsORR0QTWLkG0qCQf6U8i59/N/6M3UMgJDSYSbM+YNvPu1m5dA25OXk83uhR+g/tTdny/1sacw6Hg89mLnH9vGHtVsZNG8aRAyc9SpgqtZKWzzX7W68tKzMHu83Gk80fZ/naz5j/8TKuXr5OXLlY3nm/BzVqVUV2l1zKhXOXAZg1+XOmfDySVSt/Yt6spbz5Thf27z3MhbMJXs+3deMuXn39RX7Zus/reqsXniIwOBCZTMo3Py3g6qXrXg3tAcwmMzeu3aJ/r5GAc0Bj2Lj36Pf+m/R573XEIhESqdjj2gFu30yhS7u30RXoi57HfCbN+oCkWykkXrtJ5WoVadS0PpHR4fetr+hwODh94jxvdRvi6vPbv+cIH09ZwIKvPqJ+w7qlHis8MpR+g3ryarcXsdvtyBVyD+Hle5GfX8Dnn3zpdc1itrBv92EaNqnH/r1HAGf28/qVm0RFR/g8psVsISMjG7PJjFwuIzwy9E9pTtoMha4BCHBm44xpyYhVGucwxF0SIMqoWAqTbmK3mJFpQxGr1G6DCL4QgGfizeHAnJPt9IItVwm72YRAJESsVBdNBwsQqdVIA4NcWR9zQZ5zIMLhcGa3Skzb2i0Wr5OZzjVnwBRQqRqG1GQsBfkIREJkwaHItKEIROJ7D0zcoyXFYbfflyivw2ZxszErSWHyTTTxlf6TfWkuWzX1/04iwM8/gz+we0iEhYfQtWdHWr/wFHabDbVGhUr9v1OCBTAaTHz31Y9u23Ky89ixZQ8TPhrO/FlLSU9z6lxVqlqeKZ+MIjrWc/rxryAjPYtftv7KN8vWUlCg58nmDXh7QHc+XjARs8mMTC73abum0ThtuLIzcxj8znjadWzN9z9/gdFo4vLFqz4DO4FQSNWalahVtzpnTp53WwsKDqR771ddmnnRMZHk5ZSejQjSBtKzb2e+XPgdhXoDE0fMpFKVeLQhwaz/aScH9x0jIiqcbj07EhcfS0CgBpPRxPIvvnMFdeDs7xvYZzTxFcsyetIgHm/06D3vX052LrnZ+djsNgICNYiEQob3n+g2vAHOfrcRAyax6ucviIgqXaNRLBH/qb43o8HENS8l5WKuX71BdGyU27bS5IUy0rP4Zulavvt6HYZCA9qQIN4Z1IOWzzUlMFDttPd6gCDPbrG4lS1LYtUXoIiMQRlTFqtB75TbEEswpCa5giTdresoI2ORh4TjwCkTYsnP9Xo8sVqDMcszG2kzGhCIJRRmZSCPiEKiDnAFcXabDYlKgyH5FjaTEQSCInmYiuhvXUcREe2WDbqfArZYrkRVJr6ohOwoCujuL6MkEIudDiIO78GbQCRGch8T0ZYC35lNm6EQh83+t36y2a0W5/0QCJz2eV6kafz4+TvxB3YPEYFA4FPh/38Bk8nk9YNz8/qdJF69xdBx71IuvgxSqYQgbeAD9VL9GbIyshn1/hQO/3bctW3D2q3s2LSH7zYuuudUbsUq8S55EUOhgVUr1hNbNpp9uw7R8bUXfE49v9m3M1HREXy6cBI7Nu9h1Yr1GAxGWrZpTpceHdz06QACAtUsXDETXUEhMrmUhAvXWP7F9+TnFVCtZiWOHTqFSq1k+Pj3iImNwm53IJPJWPPNBr798geX/Mnm9TsYNvY9OnR+Hr2ukL07Dni9vutXbrD8i++p/VgNZD76n+x2O1cvX2fMkOlcOOvMXEbFRDBq0iAaNqmHVCojrlwMOdm5bPnpF9JSM8jOzCErM+eegd2fRS6XERcfS0a69ynbuHKxJCe5/z5WrBzvdd+83AJmTJjL9k17XNuys3KZMnY2ugIdL7VugFypQBYWgeg+e5ocdpvP0iKAVa9DER4JhBWVOW8jCQhCGhiMRVeAVV/gzOgJhQRUqIoyKpZ8vc5Df06mDXVm9bxk00TyolJsZLTLd7YYm6EQ3fUSX0ocDsx5OViNhc6s1l2/EwKJxOd0plAidWXkhCIR/IHyoFAsQRERhSE1yWNNGhyC3WJGrLy3a0ipPYwCwf1FqA8Bh82G1WigMPmmszdOIEAaqEURGY1IWnq/oR8/fyX+Hjs/941UJqFOvZpe186fucTBX48SXyGO8pXK/W1BHUDitVtuQV0xBoORuTMXlzq1DBAWEcLHCz90Ezj+bvmPDB3Tj9iy0Sxf+xkdXn3e5XghEAh4e+AblCtfBnCWHbv07MiXq+fy7U8Lef+Dt4mNczdfT7qdytSxs+n7+jCG9htP/zdHsueXA8yYO5aKVeIZNOJtvv/qR2o8UpXQsBCuXbnB+tWbee2Ft7h+9SYz509wm2j9eMrnZGVkIxQKXfp63lCr1ezZvp89O/eTmuyZ8UlJSqNHpwGuoK5424Beo3i5czvMZjOrV67nzMnzDBjeh7cGdAfAZvvrJ70DAjX0e7+n1zWxWESzFo04sPeoa1v5SmWJiYvyun92Vo5bUFeSxfO/QWcXYcxMozDpBnYfU6YeCASUFkUISvw+ORx2xEollvxczLnZiJUq1OUqunTahGLnYEBApWooImMQK9VINIHOnittmIcjR9EZkAaHIJJKEUmkbr9vdqvFZ7+c3WTCbrV4lE6FEgmqMl4C46KePeGf1IcTFNlkKWPLuYSkBSIx8ogo5CHhSAOC7quEWpqciTRI+9DEke+FzWSk4OrFOwMPDgfm3CwKrt0RSvbj55/An7Hzc1+YzWZOHD7Nk80bsGblBg/xXLFEzBt9XvXaA/ZXc+zwKUZMGEBEZCgIBCTfTuW75T+QdCuVvTsPUpCvL7UsLpVKadD4Mdb/8jW7d+zHWGik6TMNWTh7OXt2HkAoFNC67VN89/MXWExmEAjYtX0fNxKTXMMIAoGAEC9etOCUw/lkyufs233IbfvpE+eY9/FSps0ew56d+5ny6WgSLl7jp7VbMRQaaNi0PvO+nM708XP45su19Hj7NRbMXg44M22njp+jbYdWdOnRkWnj53g5MzzVqjGTRn9Cfl4BYeEhLF01m3Ll41zrO7f86nV62OFwsGjuVwwZ/Q6GQiNnTp1n9OCp9OzbmY6dX3Dp+P3VVKlekbFThzBr0h2R56DgQCbMGMbabze6nDkaNa3P2KlDfGbMb93wzBIVU6g3oNMbUIuKDOytVvASYDgcDuwWM1a9DpvRgCQgEElgEJa8HK/HlaicpX+71YJVl49AKEKiCcSUk4kxIxVhrhRNvFPYtzjQEUllyMMikQZqsVvMmLIzkQQGoYiMcYoRF2XtBCIRyug4DGnJKKNiPTJEDrvdp1A0gEWX7yF6KxA4dfICKtfAlJWBzWhArFQ5JUge0mSmUCxBrg11BmfF/XQiMaIHCMYEYgnKmLKuiV3XsaUyZ3n5byiFFmdgva6ZTdgM+v+cULKf/x38gZ2f+yIjLYuBb42h5iNVmT53HPNmLXFJapQrX4bxM4YRExdN8u1Ujh48yZnfL1C1eiWeeLIekdFhiP+ib9Fms5matasxY+JnJF519jtVrBzPsLHv8dUXq5yZqPsozchkUuLKxfJGn1e5dSOJV5/v4+pbs9th07qdHN5/ggkzhjN9/Fx69evK2VMXqFQl/p5Tz1mZOT4HLM6dvkRqSjpPt2rCjAlzOXLwpGvtxvXbbNu4i2lzxtK/10i693nV7bFWixWBQMAzzzVl26bdnDhy2m293cvPcutGEvl5zt6+jPQsRvSfxMIVMwnWBmE2Wzhy8ITP665UtTxWi43mLRvRrEUjgrWB/Pzjdnq8/Rqhf1PLQUCghnYvP0vjZo+TkZaB0OEgKFCFWiqk4tCevN2vMzK5lAClFG20736+oHu8RjK5DCzOwNFmMnl1vyh2iiguVZqys1DHV0AkV2Ir1GEpuCMFoioTj0AkxmY2YcnPw5iZit1iQaxUoYopizk3G3NeDua8XBQR7oLRdrOZgmuXXL14QokEB6AuW8ElqeJw2DFmpGMz6LFqghBp7/5CJShd9NZHoCYQiRCLFIiiY3HYHQiEwr9EPuZ+y93eEIpESIOcHrXmnCzsVgvSgCBECtXfFkw57PZSh17M+blIA+/vy4/zC4MFh8WM3WZDJJU63UH+psyjn/89/L85fu6Lc6cvYTaZOXH0NOlpmXR+4yWiYiPB4SAjPYvYMlEkXr3Jm68OdMsAKZQKlnz3KTVrV8VmtZGWmsHJY2dIuZ1G7cdqEF8h7oG16kqSkZ7F+jVbSCtRZrxy+Toj+n/InCVT2fvLAYK9mM7fjb3oA9NisfLd8h/dhhGKyUzP5vTJ84SFhzDxg5mMmzYUq6V0k3Jw+uiWJlJtMBjJSMt0C+qKycnOY9O6HbRs04y83HykMqnL+qxu/VoAiIRCJswYjsVs5tD+E9xMvE2DRo9y+cJV5n+8zO14F85eJicrl2BtEGKxiI6dX+ClV9oA8PuJc6xbtZn8vAIGDOtDRkYWr77Qx/VYkUjEu4PfxGK2/K0SNjKZlOjYSCIjtBRcT8BmyMFhADWgFgIWIwFh1UqdyoyICicsPISc7FwCggLQF+hdWef6DeugFgNFFViBF89hm8WM7sYVV6AkD41ApFRhTC8K2FQqNOFVsRkLnZk6oRCLvgBzbrZbRs+q16HT61CVicdmNGDOzUYeEo6gKGNnt9swpCW5yXaI5Ar0txMxeS3HgqUgF5nWPdAWSu4hensPiyqBQIjgXzwDICyawhVH/TOqAwKB8/fE4UXsHHwHznfjcDiwGQspuH7FTd9PEqRFFVXmX+N97Oe/hT+w83Nf5GTluv5/+2YyMyfNd1uv37AuQ94Z51HWMxQaeP+tMXz38yJuXLvNO92HuZVxy1WIY+GKmV69Q0sj+XYqe385wK+/HEQbEszU2WM4cvCEyzfVZDKza9s+3urf3TWZ6o30tEwunLnMhh+2oVQpeL13J37d5dsi7uiBk1SvVZmTx86wZP5KGjWtf89rVamVCIVCn8FdXNlYVn39o9c1gD079zNkTD80AWpXUPd6r05oAlT8tucwMyfN5/qVGyhVCl7p1p7X3+zE6x3fdXvNSmIymbFarCRcusayBd9x+sQ5BAIBDRo/xoy5Y/ly0fdow4KZO3Ox2+NsNhtzZy7m6x/nez3uvcjOysFssiASCQkND3ngTJBQIkVdrhLGzDRM2RlgtztlRaLLIJKVLkwbHhnKku8/5cb1JFKT09CGBKPXFzrleiYNRGrOw4FzclMo8WwncFitTscIQBoUAkIh+pt3bLVsBj2mrEwCKlYFoYiC65dRRsX6LNMa0pKRh0ZgzHQXEHZYrZjveozDZkUolvjUaPMmyisQCJGHhGHV6zykQVRx5f+TciD3i91qwW42Yc7PQyASItUEPfQMmEAsQR4a4XUQBEAW5L0tw+NaLWYKrl52OneUwJKbjVEqQxEe9UCT2n78gD+w83OfPNrgEYKCA8nN8VSejykThUgk4mai9ze59LRMCvL0vNvzA4/evMSrN5n54XwmfzLSzXe0NG5cv80bL79HduadD8CNP27j7QFv0O7lZ9mwdivgHOiQyX0HdWmpGQzsPZrzZ+7okIVHhqIJ8C2+GxCocfV6Jd9OxWy+d6N9SKiWVi80Z+uGXR5rj9StTtKtZGrVrc661Vu8Pl4kEqFUyslIz6L2YzXo1a8rj9avxfEjZxjYe5Rrv0K9geWLvufsqQv07tfVI/gGZ39asDaIxGu36N7hXdfr4XA4OPTbMS6cvcznX33ERx9+5vP5rPlmAzVqVUFyn1m7/Hwdp0+c49NpC0m4eI2IqDD6vPc6zzzb9IF69axWKxmZOWRn6HE4FGhDgggN0yK+j77OtJQMJo6YyYmjZ1zbomMj+WzJVIIwYitygtDEV/KeJSkh0SEN0qJL9CKB47Cjv52IMibOaRlWysSs3WxCKBY7NeDuDrLumn415WQj04ZhSPMRRAR7DyKEEinquPLYLSYsugKEYgliVZGsy0MSvbVbLNgtJswFeQiEYqQBAc4g6l6adn8RdosZ3a1ErCXEng0pSSgiY5GFhD606xIInIMrFl0+1rtElZWx5RDcZ8bOZij0COqKMWWmI9OG+ids/Tww/sDOT6nk5RaQlZHN5QtXGT7+PRQKBSuXruZ4iX6uEeP7lzolGRKmJSkpBZlMiqHQ88Nu9/bfyMnKxWyykHQ7hY0/bMNkNPH8iy2Jr1jWzSlCV6Bn5qT5bkFdMV989jXzvpzOxh+24XA4iIqJKFXmY9O6HW5BHcCOzXt59fUXOXf6otfHtW77FLOKAiaxRIxEcu8/IYVSTqcu7TCbLOze/ptLpPixBrXp1a8rk0Z9zOxFk30+vtULzan9WC2kUgktn2tGYFAAGelZfDRxrtf9jx3+nd7vdkOhVLjdb4VSwcIVM9m1/TdOnzznEWSD017t8P4TRET67ldLSUojIz0LuUJ2z+lnm83Gr78cYNSgKa5taSkZTB79CZcvXGXgB2+5dARLw2Awcnj/CcYMnurqGVRrVIydOoTmLRohFQmxGfQ47HbESpVbhkZfoOejD+e5BXXgDMz79x7Fl999Qkh4NCKFAuFd06XFCEQSEAhKzZxBsY6aDRz2e2dahEKkQe6ZS4HQKTBsLbyT+bYZ9AhDwrzo3AlQxZVDUEpfWbEVl1h573v8oNgsZvS3rrsFNoYUUEbHIQ3SIhSLsdtsOKwW5z0TCIuux/s9/rM4iuVcvDh4GFJvI9EEIFQ8vI88UXHgbDZhKShw+f06A9v7C5xtJt/ONQ67zadgtB8/peEP7Pz4JDMjm1mT5rP5pzs2WAqFnHHThyKVSUlPzWTYuHd5pG4N8vMKUCjkrmxWMZ17dOCplo1JT81k4Ii3CAkN5vuv13Hg1zsyFXa7HUOhkeWLvmf1yp9c23/8fhOPN6rLtNljCSvyOM3NzWefj1Kpw+Hg/JlLVKhUjiuXr9Pj7deQK7wHdlmZOW7nKibx6k2CgwN55tkmHgMP7Ts9R2pSOtlFJc7n2j2D9j4yTgKBgK0bdxEbF8XcpVMxm8xIZVLO/X6R4e9NRKlUoNMXej1nTJko3ujzKlHR7ppxel0hSbd8i/Fev3qTkRMH8MnUheTm5BERFcbMeROYNXk+TZ9uyKljZ30+9sCvR3iu7dM+5UGq16rM+OEfkZ2Zw4gJ/alZpxpKpXfJlYy0LGZ+OM/r2ppvNvB67073FdjdvpHMoD6j3crZugI9h/YdpVmjWuSl3HL7EJQGh6KMjEEokZCVlcuubd6HV5Jvp5KRlUdUXEyp5xdIxMjDIpzuDD68V137CgTYLRaEUpmzGcvLh7NYrUEkV3g0+wvFEpQxZci/ctHtcfrbiShjy6KIjMFusSAQCp3TtGIxgn9AENdR5Hpxd7YKnO4PYrUGHA6MWekY01MpvmcCkQhVXAUkKvVDLzE6rJai0rZ3TNkZiGPKPtRzOl+DPx44ixW+qxQCsQSBwF+G9fPg+AM7P16x2+1sXr/DLagDZ+Zk7NDp/LB1GQFBGkJCndk0qUzKu0PeZNbkz137Dhv7LtcSbvBW1yGubVKZlOHj3kOtUbN9024Al0SFt0DryIGT7P1lPy93aQeAw2b3acsFYDZbkMqkjJw4kLIlZD3uxmG3YzR4flt+4aVWOHDQsEl92rRvwZGDJ5HLZbR4rhkHfz3KZ7OcdmqVq1Wg/9DebtpyvrBarbz2xktsXr+TWZPmc+O6u0zCy13asnT+Stp3eo6Ondvy3fIfKSw00KZ9C5o89QSR0Z5CwBKJGLFYhNXqvYwTGqalRZtmNGxSH4vFeU9ys/M4duh36tZ/BG1IkE+XhmBtEDUeqer1+Cq1koZP1mPFkjU4HA76dBnM0lWzqdegjtdj5eUVUJCvo8VzTalcrSJ6nZ7tm/aQkpSGw+Hg+tVblI0vU+r9M5vNrFy21qNHUSwR8+Zbr2D04v5gzslEolIj04ZiNBhLHV7JzMgu9fwAQqEIeWgENrMJh497Ds5Bh2IBXVNWBsqoMh7uFAKxBFVMWZ8lNpFM4bLusuoKEIjFyMOjkKjUmPPzMOdlO3voQsNBqUb0D3iJ2q0WjFm+gyhzTiZiTaDH8IbDZkOXmEBg5Rr37It8YByU+trYLRYcDsdfki38owjlziyxtyywIiLaNVTjx8+D4A/s/HglMyObLxd973XNarFyYN8xuvbs6NomlUpo9/KzREZH8NnMxYjFYiRSCT98/7PbY80mM1PHzuazZdPYte1XrFYbg0e/w5YNv/i8lpXL1vJUqyaEhAajCVBT45GqPkulzZ5uyEuvtEEbGuwziwQQEBRA85ZP8mOJ6ytTNoYnn2rABwMmAU6/1lp1qmGz2Tl26BRjpgxBKpNS+7GaxJWLuafLiMPhIOlWCmu+2cCenQfQaFR07tERiUTMtHGzsVptVKlekSebP0HderWoWacaYeEh1GtQG5vN5tLes1gs5OfpEItFLmkVbUgwrV94ik3rd3qcVyqTUrNONUQikZul19lTFwDYtnEXr/d+hbO/e7+H3d58GalcyoKvZzJ13ByuX3HqhdV4pCp9B73B3JmLXcG1w+Hgo4nzWLhipteyrFKpYN6XM9ixaQ9bNvyCVhvI2wO6o9MV8vHkz1Gp791XaSg0knDxqsf2Bo0eRS30/UFuyEhFoglEpVYil8swGk1e94st413U+G6EYgkOqxVjfmaJwYcSCAQoo52TjLLQcEyZ6QiEQtTlKmHR5eGwWBBrApCoA0rtmxIIhS7rLmw2EDjvc8HVS24BgE5fgCQgEFVMOY++QIfd7rS6slqLSsjiO1ZjFotzwMBidvbbSSQPLj/iwOdEKDglW3zZo+FwYMrJQhlZepb0gRGJEKs1Ps8rDQz+VwV14CznaspXRn8r8U75XShEER6NNDDoX3e9fv4b+AM7P16xWW1klZLJuHHdU9U+KDiQVs8359HHH8FoMDGgyND+bux2O7/uOkibF1vSrEUjHnv8ETas3UrZ+Fhe7tKW6NhIjAYTm3/ayYFfj1KoN2Av6uEL0gYyZsr7vN7hXQ8f0xc6tCIuPpag4HubzefnFtC2Qyt2bN7jmuTt1LUtS+d/49qnUG/g8P4TJX4u5M13utzz2MXcTLxNl3Z93SaFT588z1Mtn2Ta7LFYrBbqPFaTkNBgFCWCUHlRFrBkYLh7x37UaiWv936F+k/UITQ8hAHD3+LC2QSuXbkj1CqWiJmzeLKrdF2SYgHlm4lJWK022rzYgs13BYYDhvehQqVyBARpqFg5nmXfzyY/r4Ds7DyOHz7FpJEfu/yAi7l4LgFDoRG8xLmFhQYG9x1Lod7Z63cdOH7kNG07tObtgW/cV1ClUCqoUr2iRyAarA1CKhLga3zFbjHjwEFYRAjder3MkhKvbTGPPv7Ig2nyCYWYcrKRh0WgKhOPKSfTKXeiUDmHGATOEqkiPApZUAimnEzMednIQ8IQSmUPNI1abN3lsNvdPGZLYsnPwxpSiBilK7izF03WGlJuuxrzhTIZ6rgKIBJRePMa1sI7cj5CqQxNfKUHyqAJRELEKo3XfjZw+t4afMizgFMT8GFnz4QiEYrIaKee4F1ZfaFEiljleyjqn0Qkk6MuVwGHzebUKRSJHti32I+fkvgDOz9ekcmlVKpanoSL17yu13+irs/HhoZpSUvNIC01w+c+aSkZTPxouEtjrmffzqSnZvLlwu+4mpBIQKCGF195jnYvP8vpE+cJDL7zplypanlWb17CF3O/5tjhUwRrg3izbxeeePKx+wrqAE4eO8MXc79m5vwJbPhhK7/tPkxcuTIkXPL+fAGOHDhB/Ya+n3dJdAU6Ppu5xKurw+4dv/Fy17Z8MmU5nbq1o/MbHbwe41ZiEl3a93UNCwCM6P8hrZ9vzvuj3uHA3iP0HdQDq8XK5YtXiSsbQ4MnHyMiKgypl4b6yOhwIqPDyczIZu/O/TzX9hnadmjN7yfOIpfLad6yMWHhIWgC7vQLhYRpCQnTcuDLH5g3a6nX61SqFF7Lgfl5Bcyc+JkrqCvJxh+38e2GRV4D0LuRSiV0e/Nl1q3a7FZSvZpwHb0FfOWaxEoVAoEQqURM1zdfBmDl0rUYjSaEQiHPPNuEYePeQxsSdM9rKEYoliAPDcOYnoJALEEaFIxEpcFmMqK7fYOAClVd+wmEIuRhzsBVIBLdd0P93dhtVsy53v1yAczZmViVKuRBIQglEqyFeg9XBrvJRMHVS6jLVXAL6sA5oVuQeAVN+SqI7rP0JxSJnd62CRe4u+dQKJUiUihLDUycr81fIHwslRNQsSqFSbecGTCBAGmQFkVE9L/aCUIolnh1O/Hj54/gD+z8eEUbEsyQ0e/Q9/VhHmvhEaHUqlOt1McrlQqq1azMkQPenQ0aPlnPTTg4P1/HmCHT7vycV8DXi1fTsEk9Zwm0xJuyVCqlYuV4Jnw0HF2BHrFY/EAfzoX6QtZ+u4GES9cY2HsUrV94ivdH9iU2LsrrAEgxDyKknJ6W5bNhH2DvzgOERYSyZP5KWjzXjPC7jm0oNLJg9pduQV0xDZ6sx8QRHxEaHoo2NIjsrFxSbqdy4shp6jeq6zWoA4iIDOOLbz7h9s1kDuw9woljZ2j6TENaPNsMkUhIYFCAW1BXkiZPNWDmh961+Dp1bU9ImGcZNj9P51V0uZhjh05Rs3ZVn+sliSkTzWfLpjFm8FRysp2SO7dvpiAPDsZh1uGweZYFlZGxrsnYkFAtfQf1oGPntuh0hSgVcrShwfdVCi6JQCgs6rWzYMnLxpTpFMZ2Zb2K7r3NbCrS28sEuwNJQCCKyBhEMvkfC2juMRxpL9RjU6pA4JwA9XoIuw2rXodIofSwG7ObjE6B3Afo6RLJZARUrIo++Sa2Qv2dICo8GrvNgjwkHH3hdc8HCoWI1aU7gfxRBEIhYoXTh7c4WykQi/8WmzE/fv4t+HO9fnxSq051Zs6f4NZL9nijR1m2eo7Xhv6SaALUDBzRx+uHWECghqbPNHT9nJ6a6ZIQuZuD+45RqPfuealUKgiPCH2goC41OZ0rlxNdP5tMZjb8sI0ZE+ai1xfy/EstvT5OJBLxxJOP3dc5crPzuHUjqdSMhSZQTcs2zRg5cSDGQiNGg3v/V15ePts37/V4XGi4lti4KF7t/hImk5mTR88glUrp1a8rUpmUhbOXO8uiXtAV6Nm3+xD93hjOymVr+WnNFob0HceI/h+SdDuVYf3Gk5biPcsaFhHKzPnjPTJzj9Stweu9XkbiJSAQCCg1iBGJ7v/tR66Q0ahpfVZtWsKqTYv5/ucvWLttGeqgQAIqVEGsuhOQCqUy1PGVEd5VWpRKpcSUiaJKtQqUKRfzwEGd6/gSKaqYOAKr1ERTvgoBlaqjqVAFcZENmc1spuDaZWfQZ7cDDiz5ueQnXChV3sLn+URipD606gAkmkAseh2mrAwcdkep57CZjD5dEYqdD2wWMzaT0TkoUsrQiUAoQqxUoSlXicAqtQisUhNlTBwimQyBUITdYkYZXcZNM89ZEi7/l0/yCsViRFIZIqnMH9T5+X+HP2PnxyeaADWtnm9OnXo1KcjTIZFKCNYGEhB4f70qFSrHM//LGUwa/TEpSc5G85q1q/LhzA+Ijr3jNKHT6UktYQl2N+dPX6JK9Yr3dU6Hw1EkiKxDLBETFBzgKs/eTLzNgF6jeP6lVgwY3oeUpHTy8wr48fufebbt0zjsDl7o0IqWbZqxd+dBfvhuIyaTGbFYxJgpQ5DfhxAuOCdBf9m6j2daN2HrRk9R4npP1KHZM42YPW0RJ46eRiKV0KZ9C/oO6kGM674IEAmFHv1jr77+Etev3GTa+DmubadPnmfjj9uYPmcMC+d85ZSeUXr2S6WnZniVHrmakMju7fsJ0gby2azFvDu4FyFhwW6ZP0OhkZq1q/Hz3m84fvh3UlPSqd+wLmXion32qAUEBdC42eP8tucwtepUo3ylcuTnFbB/7xHMJjONmj1+75tZApFI5ConuyEWoy5b0Zm1czhAJPpTXqT3g1AsBrHYa1+atVCH3exlUMNhx5CWgiq27AOVZYuzhObcHDfbKQCxSoPDYcdhtTiDMIEAoVSG3UdwJ5TKfPbFCSQyTDlZd/r5hELkIeHIQsNLvZ/F96IkIokUh1qDISUJZUwcAgQgEGC3mLHq9cj/Al09P378OPEHdn5KRSAQEBEZ5lWwNiM9ixvXb3Hy6Bkio8OpW68W4ZGhroBAqVTw5FMNWLHuc/LzChCJRAQFB3h4t0okklIttwK199c3p9cVcjUhkWsJiWSmZ7P5p50o1UomfjSc8IhQ5n60mGHj3mPFktXMm7UEh8NBbFw0Hy+YyHdfrWP29EVYrTaEQiEtnm3K0lVzOHH0NOUrluWH736+70BEIBSwdcMvfPrFZI4eOuU2hKLWqHjn/Z70em0QliLXCovZwk9rtnDs0Em+XPMZkVHhBAUH8PxLLfnhO/ep4kfr1+KdN4Z7nNNsMrN14y4mzBhGRnom2Vk5BIcEER4RirAoc7hjy68+r3nz+h2Mmz6UsUOn06xFYzQaFfUa1CE/X8exQydZNPdrMtKyqPFIFfoP603LNs3cBj68odGoGPXhQK5fu8XZUxc4e/oioWFaZs2fgF5feM+p4gfBW3DxT+Bw2DHn+h46surynJOuD9hvJ5LKCKhQFVN2hnM4QCBEFqRFIBKhL+qnk2lDEUkkKCKi3ezOXAgESDQBXv1jpSHhWPUF7r15djvGjFRsRgOqMvEellzF5vV2s8lpeyaT39HWE4kQyRUoY+IwZqZh1RcgFEmQh0W6xIv9+PHz1/Cf+etasGABCxYsIDExEYAaNWowbtw4nnvuuX/2wv6fkpKcxns9P3AbrpBIJcxbNp16DWq72U2FR4R69JCVJFgbSNNnGrJnx36PNZlMSpVqFTy2m4wmHODKoplMZhKv3WTJvBWcPnmekFAtL73aBplMRq9XB7F8zVxaPNeMD0fOcmUPARo3e5yvFq9ymw612+1s37wHnU7Hk82f4L2eH/DMs03RBKju694EBmqoXqsKk0d/wsSPhnP6xHkOHziORqOmZ9/OrFyy2hXUlSTpVionj57huXbPIJfL6NWvG/t2HXJNoWoC1CQnpbr8YkvS6vmnaNSsPv3eGOGyfdOGBDHp45HUf6IucoWM/FzvmRpw6hNKJBKsFisOu4OBfcawbsdyVi5by8qla1z77d97hIP7jrHg65k0bFLvnvfCYrEy+v2pblZ061ZtZvz0Yffl2vHfQ1CqXZdAKII/ODMgksmQhYQhEIlw2GwYszNcmTmRQuUSu5WoNcjDo+4SBhajLlsBoUSGLCTc6bVbNDkqCQxGERruFEX2gqUgzym4XCIYc5nXX0tw62+UaAKdGUmJFKFQhFCuQBUd53TjKJJd8ePHz1/Lf+avLDY2lunTp1OpUiUcDgdfffUV7du35+TJk9SoUeOfvrz/VxgKjXz20RKPiVmL2cKAXiNZ/8vXxNynNhg4s1gjxvcn4eI1km7dySaIJWJmL57iFhRmZ+WQnppFZkYWYrEYpVJOTFw0NxNv0+vVgS5B3eysXGZOmk+r55+iY+fnOXrwJAFBAW5BHcCTzRsw6K0xXq/rwK/H6PpmJ+RyGe8N6XVPL9uM9CySbqVw+2YSw8a9R+/Og5j/8VJ69u1C4+YNkEolKBQyjh465fMYOzbvwWgwognQULNOVb7ZsIAdm39l+6bdPn1slSoFbTu2YkCvUW7izdlZufR/cyRrti6lUpXyNGvZmBUlgrSS1HuiDhfOXkYbEoTRYMRkNJGfV+AW1BVjt9uZNOpjvvphXqlZt7zcfCaP+dSrv/Dk0Z/wWIPa6HR6km+lEBUTSWR0+EPN4v0TCAQC5CHhmHO8T7HKQsM9vWFxCvfarRaseh12mxWJSuMMju7qXRRKpEiDtE4NPbsdoUyOPCQMaWCwq3dOKHZmxmTBIU6XCoEQgUTssvJSRsUiD4vAYbMhEAoRFNmkeRtAKcZmKkSsuJOhtVucfYQO213m9QV5GDJSUUbGunpMBUKhX7rDj5+/kf9MYNe2bVu3n6dMmcKCBQs4dOiQP7D7m8nOymHrRu+CwiaTmfNnLj1QYAdO66zlaz/j8vmrHDt8ipgyUTRsUp+IqFBX9i8lOY29Ow+wcM5XZGfmIBAIaNzscd4f+TZTx8726sKwfdNuPls6jS0bfqHeE3W8Xq/N5lvk1mQy8/2mxcSVK11MNT0tk0vnr5CanE5qchpisYTvNizi1ImzfDZzCWmpGVSrWYnRkwYRGKRBV6D3epzAwAB2bfuNvb8cICIqjGWr5tDhted5/sWWyBUysjKyPRwhWrZpzoa1W706ctjtdlYsWcOgD94iOiaCWnWrcebkBbd9xBIxb/R5lfHDZ/B671dYv2YLYREhXDznxei+iNs3k8nPK7hHYFfAUR9TsTabjQN7j7Bi6WqXNVq58mWYv3wGZco+ZOHavxmhVIY8LBLjXTpuYqXaWT69a6DEbrNhKchzK58aALE6AFWZcm79bQKBAJFUhjIyFkdYJCBAIBZ7HLNYA89bD6BAKPQQSHZYS08jCkXuAabNaPAI6ooxZTkFnP3m9X78/DP8ZwK7kthsNtasWYNer6dhw4b3foCfh4rFbPFpZQWQmX5vi6aSGAxGsjKy0esKqVCpLPUa1vFq1XXy6Bmmjp3t+tnhcPDbnsO80q09l85f8Xn8C2cvU6deLa+epDJZ6U32ceViKF/R6S+Zn6+joEh+JCBQ45IGMRQauX7lJiMHTnaTJ4mNi2bMlMHk5eZjNpn5/fg5po6bwyvd2vPptEVez9f0mYYMf28i4NT6mzp2Nk2eeoKDvx2ja8+XiSsXQ5/+r7Pg0+Wux0THRLDDywRtMZfOX2HjD9tZvug7ps4ezbFDv7Pmmw0U5Ouo37Au3Xq9zI/fb6Lbm52wWKwcO3SKkDAtak3pped7WVnZ7b5/R8ApXlxymjbx2i0G9x3HohWz7suD99+KUCx29ZKZc7Ow2+zIgoKdPWhehhAcVovXnjirLh9zTibysCiPwM2ZBXt4AyICsRiJOhCLzjO7KhCKEMrcgzSbt+GQYhx2sPvN6/34+af4TwV2Z86coWHDhhiNRtRqNevWraN69eo+9zeZTJhMd96A8vN99xj5uX9UaiXRsZE+vUar1qxEdmbOfX04Z6Znseizr/nhu5+xWqyIRCJaPd+cwaPfcRvYSE1O8ymQa7XZEAgEPj1kpTIpjZrWIyc7zyPbdfrkORo0fozD+48jkUro0qMD9RvWxWgwoVYr0WjU2O12rl+9ycwP53EzMYlgbSBRMZH0G9yTcuXLkJGeychBkzw0527fTGbxvBW82v1FFn+2AoBTx87SvferPPHkYxz67bjb/n3e68ah/ccxleihO/DrUTp1bcfenQfYu/MAX3zzCYV6AzPmjmP9ms2kJKcTHBJEuQpluHLZi2YYzuD00vkrZGXm0Pf1YTRqWp95X04nJDQYk8nMjWu3eObZpvy0ZjNHDjgzbPWeqEPlahWQSCVe+wEfqVudoODStcg0AWrKVyrLtYQbXtcrV6vA7ZvJbtsunb9Cdlbu3xLY2cxmbAY95oI8RFKZs5wplpTaI1caxcMEDpsVgVCIUCJFGVW6Dy6AOS/H55oxIx1ZcCiCv3rKVyRGGRtHwbXL7hO9QiHq+EoeAWmp5vUiMfhLr378/GP8pwK7KlWqcOrUKfLy8li7di1vvPEGe/fu9RncTZs2jYkTJ/7NV/m/T1hEKEPHvsvgt8d6rD3yaA3On77EtHFz+GThh8TGRbut5+bkkZGWydnfLxJfqRzrV21282u12Wxs2fALBQU6ps0eg81mIz9Ph8PhoEGjR8nKyPYQEP79+FmeePIxDu475nE9QqGQJ558jMSrN9n28x7GTx/G5NGfuIKnb5f/yPzlMzBbLHTr2ZFN63fy9eLVriCxeq0qTJ8zhs8/WcZr3V/i9s1kMtKyqFi1POdPX0IikZCZke0zS3n88O907/2K27YPBk5i+ZrP6Ng5hd9PnCM4JIgq1Sqwe/t+fvhuo9u+DofDVSp+9fUXUaoUfPXFKrQhQTzb9hkea1CbK5cTadfxWXZ6mXoVCAS80KEVw9+d6Dre/r1H+P3EOX7Y9iVh4SEk307lywXfcuXydYK1gbzx9mu069AadYCaSbM+YOTAyW5BsyZAzYQZw+/p8hESqmXc1KH0em2QR7n7+Zdacvzw714zv3qd9zL1w8RmMlFwzd171ZCahKpseaTqwAcO7lw2Xqm3XSVKsUqNKrbcPa26Sst+OWxWn19YHjbOydsq2IxGrIV6hDIZYqXK1Zt3975CmdyrrIoiItqjN9CPHz9/HwLH3/Wu8RfQokULKlSowKJF3sta3jJ2ZcqUIS8vj4CAv0b5/P8LBfk6jh/+nZmT5nPrRhJyuYznX2xJ02ca8sGASRgMRipVKc+ibz4mtMijNDM9i2nj57Jj8x4A5i6Zyvtvj/Xa41aufBk+XTSJzz9dzu7tTgeHp1o9ScfObZk2bjY3rt9R1w8I1LBo5ce822M42Vm5bscZPu499LpCRGIRP6/bTlh4CF16dCQjLYv8/AIqVSnP1YRE6tSryU9rtrBu1WaPa3m27dO82Ok5Br01xs1IvlyFOKbNHk12Vi7v9hjh817N+nwiQ/uNd9s2+4vJjBkyjSrVKjB+xjBeatHD632Iiongrf7d2b5pN42bN0AkErFqxXoSr95026/dy89S85GqzPnoC/Q6p6CzWqNi0Advc+LIaTb/tNPj2N///AXVa1UBICszG6vVhsloQldQiETqdPNQqpQk3Uzhx1U/cysxmQZPPsZTLRsTHRt5Xw4KRqOJxKs3mTdrKWd/v0BImJbufV7FoDcwbfwcj6BFIBCwYdcKypa/d6brj2K32dDfuu7DLF5AYJUaD+SbCmDKzfZaThVKpGgqVC3Vzsqcl4PuxlWva6IiAeB/4zSpzWxCf/uGSxdPIBQhj4hCFhzyQJ64fvz4uTf5+fkEBgbeV/zy73u3eADsdrtb4HY3MpkMmczfwPtXoAlQ07xlY8pXKsul81exWq38snUfQ94Z58rCJFy6RmZ6FqFhWux2O5t/2ukK6gDMZovXYEYgEDBifH96vjLQbaJyx+a9HDt0iimfjubdHiNcQYHJaCIoOIBvNy5i744D/Lb3MNqQYJ55tin7dh1kzTcbqFm7Ks+2fYbPP1nG4f0nCA3XolAoSElOw2qxsnbrMjb+sM3rc231wlMMfmecW1AHkHj1JovmfMWQMf183iel6s4kYXhEKC93aUutOtVQaVQMGPEWIaHB2Kw2pnw6ik+nLfRwfnirf3dWr1xP73e7MW7YDJfV2wcDJrldz8YftvHCS61Yu22Za7BEqVQwecynHPMxhSsuESyIxWJ2btnH7OkL0esKafZMIzp1a0dAoAaVSsmbfbsQGBzg1WGiJCaTGYvJgkIlRyQSIZfLqFqjEs+/1JKmTzckLy+f1OQ0rl+96TUT1fqFpwgODSr1HH8Wh9XqI6gDcGAt1D9QYGezmDGkeLfxslvM2IyFpQZ2IoXKKSrsJXOnjCrzrwzqwJm1U8eVd2YV/4Pm9Xa7DYfVKWpdXDr34+d/gX/nO4YXRo4cyXPPPUdcXBwFBQV8++237Nmzh23bvH8Y+/l7sNns3Ey8zZXL19mzc79HaS2zSJw3MyObLxd977bma3ChYZN67P/1qFeZjJzsPE4ePU3L55uz/efdqNRK5i6ZSkRkGGKJmJZtmnHhXAIF+QUMf3eCK/g5+/tFuvd5ldqP1eD34+fcSqftOrbGarF6LQtqQ4LIz833amQP8OuuQwz84G1aPteMHVs8Bxi69uzIz+u283SrJ+nRtwsF+QXodIXs3XUQq9XG062e5M1XBxIdG8WkWR/w4/c/s3XjbqrWqESPt1/j8P7jXDjrnE7V6wrR6wpZtvA7Pv1iMvv3HiHh4lWiYiLp1LUdNrsNtVpFTKxzIjk1OZ2rPvruYuOiCS5hxXbi6GmmjPkEcPb6SaRShr07EUOh83mXK1+GmZ9PoFKV8i7B45Lk5xWQePUmXy9dQ0ZqJg2b1OOFDq2Ijo1EKBRSuWoFOrTqgcPhQCQSMeXTUSjkcjau247ZZEYilfBip+foO/ANArxIujxcSi9S+Jr29Ind4VbSvRtroR5pQJDPdZFUiqZ8ZQpTbmPJywUciGRypz2XonQR6H+af4sw9INiM5sxpCZhzssGhwOhRIoiKhaJOuChBtLGgkJwOJCq5A/kNuLHz5/hP/MXmZ6eTvfu3UlJSSEwMJBHHnmEbdu20bKld29PP38t2Vm5nD55jqWff0N2Zi6PPFqdOYunsPizFZw4etq1X7EGnd1mc3NgAPj9xJ3BhZLUqF2VX3856PPcv+05zNRPx/BK13bExkUTHhnqyj45gEO/HfNqUTZ+2AyWfPcp+fk6flqzBZlcSofXXiAkTEvi1ZuIJWKsFnctL6VKSW6O76Ebu92O2WSh5fPNCY0I4ac1WyjUG9CGBtPz7ddo1qIxB/cdpV6DOiycs5zd238DoOkzjejUtR0rl65h+Pj+jBw4mXe6D2fl+s8ZPLofFrOVIe+Mc0mOlMyCJN9O4ffj53i61ZPOQPbsZRwOB3nZ+Vw0JBCsDUQbqiUsIoSPF3zI268PdRuAUCgVzJw/3iVVkpWZw5wZXwAQX7EskdERTBr1sdvzTLx2izdfGcg36xdw/uxlwGkPFxKqxQH8+P3PfDJ1oWv/k8fO8PWS1Xz1wzwqVSlPVEw4U2ePZuzQ6ViLRIvbtG/BwhWzUKmUaALUhIQFe52GftgIhEKfGTLAzXf2/g4ocIkGe+N+sn8iqQxVbDkcUcUZJJG/T+0vwm4xo0tMwGY0uG3T37yGqmwFZIF/fnDHkKsj9VwiCbt/x2axEvtoJco/WQNVyP256Pjx82f4zwR2S5d6n4j08/eTl5vPojnL+e6rda5tt24ksXPzXmbOn8Dtm8mkp2VSq041QsOd/XUyuYzqtapw/swl12O+++pHZs6fgK5Az7nTd1Tv5Qp5qVIbao2arT/v4uXObYmIcrc6CwsP4Z1BPRk/fIbnAwUCtKHB1KpbnYZN6iEQCMjPzadfjxFUqBxPm/Yt2LB2q9tD0tMyqVS1vM9rCQnTkp+XzwcDJtG8ZWPGTxuGWCJCrzMQX7EMr7/Ujy+++ZjenQeRk30nA7lr2z6OH/6d6XPGkJyU5poynvvRYmbOn4gmUsUnCz9k9cqfnEMRDgchYVoqVo6nS48OLFv4LQvnLHeKOC+azJaffmHVinWurGN8xbJ8umgStR+twbody9m+aQ8XziZQp15NnmrZmKiYCNe1WCwW1+Rqh9eeZ+WytV6fa0G+jl3bf2PTuh0kXLqGUChk4Ii3aPFcU6/yLboCPVPHzmb2F5MJDArgmdZNqf1oDS6cTaCw0OD8/QjVEhB0J0NnMpmRSMRes4IPC6FEijImDt11T50+iSbwgQMqoUSCLDQCY1qy56JAiPg+fVGLtef8/LXYzCa3oK4khuRbiJWqP+U1bMjTcXDpFjITklzbLmw5wvX9Z3l6+KuoQ/3BnZ+/lv9MYOfn30NmerZbUFeMyWRm8bwVvNylLccOn2LSrJFoQ5zffoO1QQwd2483Xxno2l+vK2RE/w8ZOOItxk4dQkZaJmERIUREhVOpcjzHD//u9fxt2rdg0dyvqNegjkdgB9CsRSPe7NeFr79Y5Qp0wsJDmLNkistAvjhwyM7K5cypC1w4e5mps8dgMprYsXmvy7e2Ws1KlK8QR8Mm9bxO3Q4Y1odtm3Zjt9vZtW0fu7Y5Bz0aNH6UajUrU61mZXZt2+cW1BWTl5vPb3sOEx4ZRqeu7chMzyItNZPCwkICAtXExkXTf1hvuvd5FbFYxEfzxmM0GBnYZ7Qrs1j/iTr8fuIs33zpHoxdv3KD3p0H8e1Pi4grF0vvd7tht9u9BkwikYiYMlEk3UohKjqC61e8y5MAXLtyg6iYCBIuXcNut/PptIVUqV6RgEANeV4sy44f/p283AICgwKQK2TExkV7TEo7HA6Sbqeye9s+Du0/TkyZKDp1aUd0mch7un0UYzFbSE/P4lpCIgX5OqpWr0RIWDCBQd6bjMVKNZoKVShMvo3NoEcgFiMPjfDa+G+1WMnOzgWHgyBtoMsLuRiBQIBcG4bNaMBSQrpEIBKhLlcRodSfefs3YdX7nrq2W8zgw7P6fsm9lekW1BVjzC8kYddJHnmpCSKJP4D389fhD+z8PDBHD3l3EwA4c+oCY6YMJjRM6xLwLaZajUp8tmwa08fPIelWKgKBgNqP1qBhk3pOt4FalV371qpbjedfbMGm9e7TnK2efwqj0eTqH2vQ+FGPa9CGBPFW/+683Lkt6WmZyOUyQkK1hEeGekxyGgzOcpzVamPUoMm8+vqLzFkyBZPRjEwmJSomgpi4aCZ/PJLlX6xi7bcbMRQaiI6NZMCwPtRvXJeTx854XEN8xbKcO32JWnWqsW/3YZ/368jBk7w3tBeJV29x8VwC8RXLosvXYw6xIJVKkEgkrqni+ApxTBjxkVu5+IWXWvHRh/O8HjszPZsrl697BLN348xy9mDMkGlkpGcRGxftoS9XTGxcNAkX3Sc4v/vqR1q2acbabzd6fYzDUfoH5dWERN7o+B4F+TrXtlVfr2fKp6No8Wwz5IrSB6BMJjNHDpxgSF/3AZfnX2rJkNH9XPevJEKRCKFKgya+krPxXwACscTj9yM1OZ0132xg/erNWK1WWr/wNN37vOIRnKamZXHqxBVq1KiICDsIhVjsAjBYCVZ5v+8Oh/2Oh6rI/a3YZjFjMxRi1esQSqXO3i+J9D8zmPBvptSMrEDg/PcHsdvtXD9w1uf6zaOXqdKqHsqgByz3+/HzAPgDOz8PjEhc+rfNpNuprP3uZ1q3fdptu0qtotkzjahWszL6Aj1iiZggbRAaL2XXkFAt7w3tTYvnmjmFfAXQoPFjXEtIZGZRIFO2gm9JDKVSgTJOgVqjwmyyIJN7anEBBAZpkMqkmE1mrFYb33z5A8ePnEYToObGtVssXTUbAIlUwqvdX+TZtk8jEIAmQINCIWPrhl20ebEFP63Z4jblmZeTT1h4CEaDySPALUlAgJqw8BCG9HVOEx8/cpr1qzez4OtZPN6orts126w2jh485fZ4mVzmNVNWzOULV6hVpxoWi5Url66xaf1OlEo5bV9+ltgyUS4tuiZPPcGb/bqw8YdtdH7jJWZOmu9xLIVCTvValfn8k2Vu29NTM6lYOd7r+avVrExAoO9hiNycPCaMmOkW1IEzizdu2AzqPFaL2LjS7enSUtIZ2HuUx/DLpnU7qFm7Gl16dPApzVJao3xqcjq9Ow/iZuKd7Mv3X69j+6bdfPPTQpdtXlZmNu+/PYYLZxMQCoUEaQMxGowU6g107PwCw8f1R6G802fncDiwm82YcjKw5OchEImRh0U4NePEEqfG3vW7hIIFAjTlKiJWafzB3Z9ErFI7gzcvU9my4NA/LdUiEPl+fQRCAX88bPTj5/7wv0P4eWDqN6jje61hXQx6AyPG9+fLhd8xatBktm/a4zbMEB4RSnzFspQpG+M1qHPtFxnK1YREEq/dIvHqLUa/P5V5s5Zit9sJDddSoWI5n48tLnP2e2M4HVv3ZGDv0Rw7dMojgAgN09K9j1NA+MmnGjB/+QyebvUk5SuVZfDod5BIJWRn5jDzw3m80LQLXdv3pUu7vrz4THe2bNzF5QtX+WnNFkZ+OBCF8s4E44F9R3m5a1t+2fYrz7V/xud1durWnu2b9rgFJcXZw/S0TLd9hUIhgUHuQZLJZPZZbgQI0gYxduh0MtOzSLx2i6rVKxIaHkJBbgFJN1M4c/I861Zv5sTR0zzb9mkGj36Hxx6vTa93uyIuEcCHhGmZMns0i+et8DhHvQa1vQZfUpmUcdOGEKwN8nl9eTn5nD5xzuua1WLl0oUr5OfpuH0z2eVPeze7t//m0+LuywXfkpme5fP8pXFw31G3oK6Y7Kxc1hY5pQBkpGW5JpftdjvZmTmuKeqf1m51TYYXYzcbyb9yHmN6KjajAau+AF3iFQpTkrBZzBSm3PQc7HA4KEi8it3q6QLi58EQiiVo4iuBwP3jT6RQIQ+P+lOBs1AopEKTR3yuxzeqjkzz75509vPfx5+x8/PAhIaH0H9Ybz6bucRtuyZAzYDhvTl17ByjB091bf953Q5iykSy5LvZrizH/SCRSOjw2gukJKWxbtVmV99bXLkYPlk4CZXa+xuk0WDip7VbmVUi63Ti6GnefHUgkz8ZRZv2LVxBi0wuo9ubnahYOR6LxeKW+Vn19XriysXw8cIPPVwdbDYbH0/+nM+WTWNw33FkZeQw5dNRWMwWgrWBlCkbg0qt5K3+rxMYqKFtx9YeOnlt2rdArVax/C4ZGHDabekK9Bzad4z0tEwea1CbMmVjeLNvZ6aOm+Pab9O67bzSrR2L560EnEFzo2aPIxIKuZKQSGBQAK90a8/6NVvYveM3ho15lyMHTzGg9yhMJme5uW3H1jzWoDaD+47j488n0u+N4TR5uiHf/LSQ2zeTEYlExMZFM3bYdC6cuex2nXK5jFdefxFNoJqwiFCWzF+JRCymc48OlK9YFrlC7jqPN7zpGJakUFfIpFGz2PbzbgCeeLIeI8b3J75inKu0nHjdu4YcOIdf7nUOb+h1hWxav8Pn+vafd9O1Z0dCw7Sk3qU9WBKrxUqhvtD1s91mozAlyesErdMXNgJLvmc/JgAOOzaDAZHUr835ZxAInQMtgVVqYCvUY7NakChVCCWyhzKJHBCpJaZuRZJOuvtXq8MCKd/kEb/siZ+/nP+088SD8iDKzX5KJy83n8Srt1ixdDWZ6dk88mh1GjR+DJVayRsd3/MqPtumfQvGTx/mVpa6H/QFetLSMrl+9SYioZC01AyWLfiWSlUrMHbqYDdPWYCkWym0f6Y7ZpOntpgmQM3abcuIio5w2377ZjLtn+nu1Re1xbNNCdIGeu0he7lLW9JSM9i36xDgzFLNWzadJ558zHUtyxd9T2R0OLUfq8meHb9hsVh5ovFjmExmAgI1fP7JMk6fPO86ZuNmj9P6haf5cNQst3666rWq8PGCiUwZ8ym/7TnM443q0rBJferWr8WOzXspGx+LXC5n17ZfsVisPP9SS6rWqMTQfuO5lnCDLj06kpOdy5YNv3g8jzbtWxAYHMDtG8m07/QcQ/uNJyIyjH6DezJhxEzq1qtF9z6vsGD2ci6dd35gVatZifHTh1O5WnmX3Ex2Vg7Xrtxg5ofzuHA2AZlMyouvtqHXO11dvX4lyUjPosfL/bl1wzMzBrDg65m822OEK6gHp6PG6s1LXH1uW3/e5bJMu5tqNSux8OtZbpp994PRaGJI33Hs233I63qlquVZ/O2naEOCuHD2Mq8+38frfiKRiA27V1KmrPNabWYTeRc9ezKL0ZSvTMG1yz7XlbHlkGtDH+CZ/DnsVit2iwWbUY9AJEYkV/ynRIj/KYz5enJuppOw6xRWs5VyT1Qlsno5lNq/WqPRz/8q/2+cJ/z8cwQGBVD7sRpUrTkKfUEhVpsNHLBnx36f3pbbN+2m//A+xCgjH+hcJpOZ0e9P5cLZy24f8ClJacz8UMqEGcPd5FHS0zK9BnXglOzIycojKjoCs9mM1WJDqVJw7vQlr0EdwO4d+5n5+QSvgV1WZo5bD5nZZHaJ+qYmp/NW1yHcupHEkDH9+OqL7zEUGhAIBKxfvQVDoQG5XMbHCz9k1KAprl65zj06MOitMR6aeufPXGL5F98z+ZNR5OXms+WnnaxfvZmf1mxh+tyxLJr7tUsnD2D/3iNUqV6R94b2ZvDbY2nYtB4De4/2+hy3btzFnCVTGNBrFP2H9UYsFpGWmoEmQI3D4eDE0dMYjSY+WTQJq8WKQCAgMEjjUWa9cf02vV4ddMcVxGRm1dfrOXHkNAu+nunSNSwmLDyEcdOG8Ha3oW6vLcAr3drz2+5DHtt1BXrWr95C30E9EItF1Hm0BmHhIWR4KbkOHt3vgYM6cGYiu/Ts6DOw6/xGB7RFxw2LCKVi5XiueBGDfv6lloSG3b8umgMQSCQ4LN5/F8WK+5sSfhjYLRb0STfcXToEwqJeP7U/uCsFeYCKqJrxhFWKxW63I73HAJAfPw8T/1+mnz+FTCZDGxpMeEQo4ZGh6EoxcLdabdj/QFksKzOHc6cvenzAA+zc8ivZWTlu28T3UI5XKuWcOPI7IwdOYUDvkaxasZ4yZaO9ZpTAWS6Migpn9OT3PaYha9WpxtXLia6fhUIhFYoGCU6dOMutG0moNSoio8LZu/MARw6c5PD+E67gz2g0sWLJGl585TnAOU175dJ1j6CumPWrNlOQr6P/mx+wcM5X3Lh+G0OhkUsXrroFdcVcOn+FS+euUKdeTcwms9d7CEX2fEYzDocDvb6Q6Fhn8C2VSalQqRx9B77BxwsmUiYumvgKcZQrX8YjqMvNzmPGhM+8BvYJF69x9dJ1r2uPPFqD7zYuoukzDdGGBFGlekVmzh9PjdpV+ebLH7xe7/69R9AX/a5FRkewbPVcHm9Y17UeERnGp4smUaPIC/ePULVGRY8BIIBHH3+Eps80dP0cGqZl7tKpVKtZ2W2/Fs81Y8DwPm69lwKRGEkpLhRCsQRllPehoD+isfdHcTgcGHMyPK3XHHYKEhNKddrwcwexTOIP6vz87fgzdn4eKo97kR8pplrNSqUKD/siKzPb55rdbkdX4B5MhoWHEBgU4HVadOCIt/h+xXq+LREwHDlwkoioMCbMGM7APqM9sn2xcdGcPX2RrxevZsT4/nw2awmXL1wlJExL7UdrMG/WHfHsnn07ow0NwmazsXXDrqLnXdnNjeNuDu8/Ts++r7Fzy680blYfk9G3/7HJZCYvJ9+tqb9Rs/rs2rrP52O2bdpNu46t7+nzWizvIhQIsVisRMdGUrFyPEu+n01QcACie/QGFRYa3ASo72bX9t+ILRvjKksWo1DIqVazMtPnjKVQX4hEIkEqlzKg1yifxwoJDUZaQh+ubHwsnyyaRE52HlarFY1GRViEp7zNgxASqmXkhAG89vqLrP12I2azhQ6vtqFy9You145iYuOiWfD1R2Rn5aIv0BMYHEhIaLDHRLRQJEIZFUu+vsCjz06mDUUoFiPUBKAuV5HClNvYTUYEQhGy0HBkIWF/emLzfrFbLJgy0rwvOhxYdPkP5Kfrx4+fvw9/YOfnoRIdE0Hj5g3Yv8ddu00oFDJy4qBSJyR9ERoW4nNNKBR6BIuh4Vpmzh9Pvx4j3DJfgUEB1G9Yl24vvuNxnLSUDDat30GrNs35ed12t7U+/V9n5dI13LqRxMhBk5n66Wi+Xf4jPd5+jVMnzvHRvHEsX/Q9vd7txqP1a6FWq7BarC4pEavF6haE3I1YIkYqlfJKt/bodIXUrFPN577lKsSRl5ePSCRyDQWIRCIsPkp3ABazGbFYhEwuo2qNSi6bspJUq1mJa1du0Oe913HgICM9i0UrZ7kyd/eDUCREqVL49NUNDA5g+vg5jJs21KuwtFqjcnste/btzNGD3jUT33j7NbdMGEBAoKZUaZU/gjY0GG1oMHXr13L53PrcNyTYJchdGkKpjICK1THlZGIpyEMgEiEPi0QsV7oCN2lAEGKFqkgDUIBQIkYg+DsLLI5SPXPtJt9fPvz48fPP4i/F+nmoaEOCmfjRcIaM7kd4RCgSqYQnnqzHtxsWUq1mpT92zLBgaj9aw+vac+2eJuQuAVqxWMyjjz/Cj9u/pE//12n2TCPeG9qbH7Yv81quLGb7pj106trOlWWpVKU8U2eP5sSR0yRcvAY4+7vS0zNp1Kw+w9+byGcfLWbbz7uZ/cVknmndxBW4Xr5whSZPNQAgLCKEF15qxccLJjJ3yVTeGdTDFfQBPNv2acIiQmnQ+FEqVYnHZDT5vFfvDHyD82cu8dmyaTRo7BzQOH7kNE2eesLn82re8knOn7nsdK0Y8RZx5WLc1uPKxTB2yhCqP1KF8MhQEi5c5YdtX/q8574ICQmmU9f2XteKxah/23OY1BRPH19v1HikCl3ffNlje69+XalUxbtu3l+FUCi8Z8byfhEIBIhkMhQR0WjiK6EuWxGplzKrUCJBJJUhkkr/5qAOBAIhwlIycmL1/8YQgMPuwFxowuqjv9aPn/8i/oydnz+F2WwmLSWDQ78dJ/l2CrUfrYlUKsFoMDJ3yVQ0gWoCgwLcMilWixW7w1FqFqskWm0QH80bz9gh0zhSlMERCAS0fL457496x6vtlFQqpVz5ON4b0gtLiYyZr6EKcAoAx8ZF8e2GheTl5INAwG97DrNj8x63/c6eukhmRpZLU23H5r28O6QXxR16WZnZjB48jSZPP8H85dM5dvB3und4F4PBCECdejWZNmcM44ZORyQW8XqvTqxeuZ5uvTrRtf07KJRyps0Zw84tv7J1wy+YTGbKVYijd7+uHPztOOtXb0YilTDlk1FkZ+WQcPEawSFBVKpa3hWAFhMWHkLnNzpQkF/AiiVrOHrwJO8OeROVWkVqSjqRUeHodXqmjpvN1E9Ho9aoeOLJevf92pREIpXQrdfLHD98irO/3/H+FQqFDBv3HutXO0Wcs7Ny7+t4wdog+g58g5e7tOXQb8cQCIQ88eRjhIZpH3pm7p9AIBAg+JtKqw+KUOLs9dMlemZ3hRIpIvnfN8TxV6HPyuf2iQRun7qCVCmn8jN1CYwJQ+7XmfPzH8cvd+LnD2M2mzl68CT9e41yK3mWjY/lg4kDGdx3HOXKl2Hu0qlERIaRnZXD1YREVq/4CUOhkXYvP0udx2oQHulZlismKzOH7KwcDIVGNBoVYqkEs8mMSqlAFaBCo3kwa55Tx8/SvcO7XtfGTRuKXCHj06kLyUjPQigU0vTpJ3j19RcZ9f4Ul9/rgOF92FokTlzMnMVTeKrVk4DTT/XFZ7rzeKO6NGr6OLOnL/I4V0yZKKbNGUNWRg5pKRl8v2Idny2ZyqfTF7Jr22+IJWJaPteMN956jZSkNFKSUlnz7UY3H9eIyDD6DXmT8cNmoAlQM+vzCZw/fYn1a7ZgsVh5tt3TdOrSjpgyUVitVoa8M96VsVQo5ARpA8nNzsNgMBKsDWT1lqUe0jF/hNs3kznz+wVOHz9HQKCGmnWqsX71ZnZs3gvAuh1fUaFyuT99Hj9/LXabFUtBPoXJt3AUCSOL1QGoYuL+8/11uow8ds1chTG/0G17+Sa1qNjMqTUn0yiQ+dDK9OPn78Yvd+LnbyEjLYuBfTxlOW5cv82abzbQtkMrVq/8iW0bd/P8Sy2YNflzNq27I/r6666DVK5WgflfOgOT/PwChAIB2pBgxBIxN67fYnDfca4slFAo5PkXW9K4+ePcvplC246tMRnMaAJUyOT3njxLvp2KzWajcfPH2b/niNta7cdqEBCoZmi/Ca5tdrudPTsPkHjtFkNG92PMkGkolAoqVS3P3I8Wuz2+pPtD8Xeldh2f5eMpn3u9lqRbKRTk6/jhu4107NyWlNup6Ar0DBj+Fod+O06h3sDWjbto+XxzRvT/kJbPNaNdx9boCvRs3biLpFsppKVmOAWJm9bn+RdbYjSaqF2vJu1faYPD4SA4OBCxxPknLhaLaduhlSuwMxiMGJKMrut5qtWTBJXiYPEghEeGkbFtH+fPXMZgMLJwzleue9Lk6ScIeQD5Dz//HEKRGGlgMBKV2uVpKxCLPXxt/07sNhsOq8Xp7ysUIZCIEQofrERuNVk4u+GAR1AHcG3fGaJqlOPQ0s2EVoyhfveWKIP/+9lhP/+/8Ad2fv4w589c9lna3LvzADM/n8DqlT+xdeMvVK1R0S2oK+byhats+GErFouVLxd8i1whp0PnF3i58wu83W0oybdTXfva7XY2/riNgEA1qSnpnDx6mqbPNOT8mcv07NuZMnHRSLyUEDPTs8jLzadX5/fJzytg/LShPNH4MTb+uB1dgZ4mTz1Bt16deKf7MK/PJfHaLQQCAZWrVuDdIW+yaM5XbutBwYFuQwaBgRrKlS+DSq10Zfm88fuJc7z02vMIRQJMJjNKtZK4cjGs2rSEr774nv17jhAQoGbukqlsXr+TH7/fRHBIED37dsZoNPHx5M9RqhS81v0ldmzZQ4dXX6BilXifFmO16lanUpXyJFxyL9eqNSrefKfLfQXH94NUKuGFDq1wOBx88dkKHA4HUpmUFzs9x1v9u7v1F/r5dyMQCBBIpPAvqBjbLWYKU5Mx52RRpPiHVBuCIiIakcS7s4k3zHojt094lpiLSb98C218FGkXbnJy1R4ef6MVEr9kiZ//EP7A7n+YwkIDWRnZnD19CavZQq061QgJ05ZqSv8g5GTn+lyz2WzYbU7NtJq1q7Lmmw0+9/3x+5/p0qMjJpMZk8nM2m82UL1mZbegriTrVm9mwozhDH9vIq90a88nUxaw+aedfLX2M2rWvjNRajSaOH3iHEcOnODS+atkZzr17sYOnU6lquVp2aY5CoWMZ55thsNh5/bNZJ/XeOtmMvOXT2fMkGlu/WNKlYL5y2cQHnlHeDc0PIRpc8YglohLnRKNio5g2rjZfDBhIK1feBptSDAikYiy8bGMGN8f3WAdqSmZ9Hj5PUxFAfStG0mcPnGOF15qRd+Bb5CRlsnC2V/x6usvEhUT4QrqMtOzSEvNJPl2KlExEUREhRERGcb8r2bw43c/s/a7jZiMZp5u1YTe73Xz0Of7s2hDgun6ZidaPf8UBoMRmUxKSJgWuY/g0WQ0kZOTBw6nO4hK/d/v4fo3YTGYMBeaEAhAopQjkd9/IPRvwG6zok++hSWvpGalA3N2Jg6bHVVs3ANlEh123x1IDrvDJZOT9PtVjAUGf2Dn5z/Fff8lJCcnEx39cN/8/fx1FOTr+HndDmZMmOsmSvvGW6/x5jtdCNb++axJrVJkOaJjI106co/UrcH2Tbt97msymV0lQ3BqlN24fsvn/oV6g8sn9NKFq0SXieL6lRtMGvUxC1fMck2m3rqRxNvdhjJz/niWzP/G7RgJF6+5SrxisZinWzcpNQgLCFCTmpzB5I9Hce3KDc7+foG4crHUqlONiKgw1/UUow0JZsGnX/JipzZ8u9xTZDcwKABNgJrM9GxWLlvDhzM/oFBfSECgGoFAgEwuw2AwMmPCXFdQV5Kf123n6x/nM2/WUq5cvs6UsZ/SM6kznXt0wGgwMfjtsW5OCPEVyzL/y+nExkXz1oA3eLlrOxx2BwFBGmxWG1kZ2cjksoc6lCAWi4iKibjnfkm3Uli64Bs2rt2G1WqjWctGDBzWh7j42Ic2ifr/FYfdQUF6DqfX7Sfl9DUQQGzditRs3whN+L+rJO6w23HYrCAQeOj1OazWu4K6O1jysnFERsN9BnYShYzo2uVJOnXV63p45VgSDxZZ/DnAavRelXDYHRjydOgz8zAWGAiI1CIPUPr78vz849z3DH2NGjX49ttv/8pr8fMQuXUjiWnjZns4DXz1xfecOXXex6PcsdvtpKVkkHDxGonXbnkI/kZEhdOwST2vj+3z3uus+WYD2pAgHnuiNu07PefzPE2eeoLjh+8I+GZl5hBTJsrn/kqVwqXhFhCocbk4XDib4JpUNRpMfLngO9d+vhwXwJnZCw3T8urrL3pdl8mklCkbQ49O/cnLzadhk3r0ee91Wr/wFNGxkV6DjwvnLrPhh2088mh1WjzX1G0tIjKMuUunsuDTLwFnOfrMyfN0eq6X21RrQb6OU8fP+rzuIwdOuJ4vwFdfrCInK48xg6d62Ftdv3KDIe+MIzszB7FYRHhEKOoAFVcuXWf4exPp0q4vA3qP4vD+E+TnFtx9qgfCbLa47vu9SE1O481XB7L2m42YTGZsNhu7tu6jc7u3uX0z5U9dhx/QZ+Xxy4xVJP9+FYfDgcPu4NbxBHZ9tBp9pu82gb8Th8OBzWREn3ST/CsXKbh2GVNOFvYS2owOq3cnFte6rfT1kkgUUmq92NhrFi76kfIUpOdiNTnPLRAKkCg8s5sOu4OcW+nsmPItuz9ey8EvNrHtwxUc+Wo7hlzdfV+LHz9/Bfcd2E2ZMoW3336bTp06kZ3t2wnAzz+P2Wxh5bK1PtcXz1vh1ZWhJAX5OnZs3kvndm/RsXVP2j3VjYG9R5N47U4mTRsSxOSPR9Kn/+suYdnylcoydfZoEq/epN4TdVi5fgFR0RHUrFONajU8tdmCggNp/cLT7Nq+z+3cdpvdpzhuh1efZ/um3UikEuLLlyE1+Y4uWnEJRa8v5FyRC8LF81eoW6+Wz+f6ZPMGSKQSur75Mo2a1ndbUygVTPp4JN9/vY6+g94gLzef0yfPc+P6bQoKvL+B26w2Th07i91uZ8zgqZQpG8PnX33EhzM/4JNFk3h3SC8K9YVcTUgEICY2irTUDPLzCnj/7bFkpmeRmpx+z9fIbrNjs9koV74MHV97gXYvP4vDYef0Se+B+4WzCS6pEZvNxsFfj9G1fV9+23OYtNQMThw5TZ8u77Pxx23oC/SkpWSQmpzu4ezhi+Tbqfzw3c+8//YYJo/5lMsXrriCbl8c+PUYKUmeDgeFegNfLf6+VBcOP6Vjs9q4svc0FoPnPTTpDNw8drnULzx/FzajgbzL5zHnZGK3mLEZDehvXUeffBN70TQu98jcCh5wgEITHkzLUZ2p3OJRNBHBaOMjqftac6JqluPshgOu/co2qIZM49kWUJhbwN7ZP2LSuf9+p5y5zqUdx7FZHtw60Y+fh8UDyZ1cv36dXr16cf78eRYvXkzbtm3/ymt76Px/kTvR6wp5780POH74d6/r0bGRrFj3uYctUkkO7jvK292GemwPCdPy7U8L3UpsVouVzMxsbFYbMpkUkUiIxWojKDjQTQ8tLTWDzT/tZM3KDZhNZlq0cU56fjBgklvACBARFcbnX33EyIGTXbIiIpGI519qSf0n6jDxg1lM+vgDhEIBUqmMWZPnEREZzpwlUwgMCkCvK2TouxPYv+cwIWFaJswYxtB3xnuUNdu0b8GICQNcpen0tEwSLl7j4rkEgoIDCQwOYO03G3i9VycWffY1p445M2gCgYDWLzzF0LHvehjb37h+iyMHTjJp1Mdu21VqJSajCU2AmvdHvsO4YdMBGD35fb758gcSr94EYNXPixn8zjhatmnGhbMJHN5/3Otr9PlXH5GfV0BOdh6/7T6ERCKmQ+cXSElKY+ak+V79Zles+5zaj9YgNTmdV5/v7XW4QyqTsuS7T3mn+zCMBhONmzdg0AdvUa58GZ8+vDcTk+jZqT8Z6VmIxSIGjexLaJiWA3uPAALad3qW8hXLuolJGwqNvP/2GA78etTrMSMiw/h2w0LC7rq//ybycvPJyszhZmISQcEBREWHEx4Z9qeszB4WxvxC9ny6lvwU71/EtfGRNOn/IjLlPyddYrda0d28ilXnPUusqVgVkVQOOCi4noDN4DnJKlKq0JSr+Ifs1mxWG5ZCIzaLlfObj3B9/znA+fcd16Aqj7zYGEXQnZ5kY74ek96I1WQh61oKV3afQpfh/jckkop5dnx3VCF/zWeMSWfApDNgM1uRquTIA5SIJP52+f91/jK5k/j4eHbt2sW8efPo0KED1apV83ijP3HixINfsZ+Hilwh44kn6/kM7OrWq4m6lOb07KwcPpm60OtaVkY2vx8/6xbYiSViIqPCve5fkojIMN7o8yovvOScmAwKduqola9UjpzsPLcMVeu2TxMRGcYXKz8mOysXXYEOuVLBlYtXuZmYzNylU/n+q3X8uusgoeFapnwymvDIUNfwgEqtpM+73di/5zBZGdks+/xbZi+ewk9rtnDy2BmCggPp2bczDRo96tZvGBwcyC9bf+Xw/hPo9YVkZ+YwbOy7zJ25mAtn70zSORwOtm7chVQmZdSHg1CqnH01+XkF7N97lIpV4pHLZRhLZJz0OueHUvc+r1K+YhyNmtanXPk4CvUGV1AHkJ2dS9KtFNat2sz0OWO4cPayW8kV4PXer6BSK5k9fZGbnt6enQd48qkGDB3zLtPHz3F7jEAgICjYeX9yc/J8TuyaTWaSb6disVix2Wz8+ssBDv92jFWbFlO+UjmP/fW6Qj6ZtoCM9CwAPpgwkH27D7H3lzuZjw0/bKXJ0w2ZMGOY6wuFWCwqtadPrVEh/Bf32GWkZTF17Kf8su1OtjkkTMvny2dQpXpFj77LvxuhSIhE6bvpX6aS/+H763DYiyzHBAh9BPv3dRy7zWdQB2DOzcFhsyILDkUdVx5d4hVspjsyPSK5AnVc+T/soSsSixAFOKsNtTs2oWqreliMZiQKGfIApWvIxGa1kXsznaMrdrgC5YAoLY90aELC7lNkXL7tOqbNbMVu/WsydrqMXA4v30bWVWebgkgqplrr+pRvWgu5l8yin/+fPPA7z40bN/jxxx8JDg6mffv2Hv/8/POIRCKef7GFh4cqOIOw3u++7uGzWRKzycKl81d8rh/x4d95PwiFQsLCQwiPCEWv05OTk8vTrRozadYHLP1+Nu+PfJtVmxbT591uBARq0IYGU7FKPHXq1SIwUMPmDb+QmpzGmZPnqfFIFerUq0lmejbLv/jOIwNZsUo8w8f3RywWcfLYGd5/awxKlYKP5o1n/pfTadO+hYcdmUQq4ZXXX+TWjSSyM3MQCoXExkW7BXUl2bRuB1mZdzIihkIDsXFRzP1oMVPnjPGQHnmu3TPUe6IOX8xbwYBhfWjcrD5HD550ZXgkUomrPy0vN59Zkz9n+tyxuOAmcwAAzQtJREFU9Hy7M4/Wf4Rnnm3CslVziK8Qx297DrsFdcX8tvswSqXC4360fuEpl5epUFT6n75IJHIr05lMZuZ/+iV6vWfGJDcnjz3b9wMQUyYSoUjoFtQVs2/XQY4fufNlQyKV0PmNDj6v4fXerxAS+u9q8C/GbLawYulqt6AOnF98+nQZTFpKxj90ZXeQquRUafmYz/XKLR5FIvsDWS6zCUNaMgVXL1FwPaGoH863o8u98Z3dFAgE2E1GCq5dwmo0oC5fmYCK1VCXrUhAxWpo4ishkj4kmR6l3FmWLRuBJjzIbXJYn5nH7k/cs5/5KdkcWrqFaq3rIxTfCZDlAUpE0oefQSvM1bF3zo+uoA6cQeTZjQe5dfTSv6Ks7uffwQP99i1evJghQ4bQokULzp07R1jYn1ep9/PXEB0byVdr5zFx5CxOn3CWFypWjmf89KGUKVf6dLNQJCQ8IpT0tEyv62ERIWRl5vypD930tEzGDZ3uVoZTa1TMXz6DSlXLey35XThziY6vteXS+QR2bv0VgGdaN6HHW68x8YNZ5OXmu2WAAgI1dHztBZq3aETitVsIhULKxscSGqYtVbOtTFw0kz8eycSRs5DLZaVaYNlsNvS6QkwmM5lpWZw9fZHQcC2nT5xj8WdfM+rDQSBwesxGRodz7NAp7HY7DZvU48NRH2M0GmnUpD5de3Zk6rg5tGn/DL9svRMsXE1IpN8bw3m8UV2q16pM2fgy1K1fi/DIMN7rOcLnde3a9itNn2nID9/9jFgi5sVOz/HOoB4uqZvgIu09b5Iyao0KgUDgUcrdv+cwuny9h4Wb3e5wfag0e6YxWzf+4vO6Vi5dS6Mm9V2vU3zFOF7v1YkVS9e47de4eQOaPO3b//afJjMjm1UrfvK6lp9XwOULV+9rIvivJrRCNHGPV+XmkYtu2ys0e4SgmAd//7aZjORfueg2rKC/dR2JJhBVbDkPv9t7IRCJkQQG+Zx4FavUGDOdPZiFSTcIqFgdsdLzC+tfic1iI2H3Ka9ZOLvVxs1jl4iuXZ7bx51f/mq2a4gi8OFISpVEl5aDPtN73+35zUeIqVMRpdYvpuznAQK7Z599liNHjjBv3jy6d+/+V16Tn4eAUCikUtXyzFs2nbzcfOx2OwGBmvsKxsLCQ+j1blemjZvjsSaWiKlZuxrzP17K8PH9feqSlYbZbOHrxas8eqt0BXr6dhvKjzuWe52KjYqNZOSgyVxLuGOrlXDxGvEVyzJ26mCsXt54FUo5sXHR963TZjZbyEjPIiwylK/WziM9LR1tiNbn/iKRCIVSzoFfjzC03wQsZgvDx71HfMWyXDibwIgBHyKXy5DKpBTk6xj54UAWzl7OwX3HXMe4lnCDzRt+YdGKWYSEaZn/8VKP8xw5cJIjB07yxTcfu85psfg2LjebLXTs/AKdurZzvu5hWhSKO71UYRGhTPl0NG93G+ImMi0UCpn40Qh+2farxzHVahUCoWd2RROgoladapw5dQG5QkbZ+DJIpVIunk8gM929v8tQaMBW4nUKCg7krQHdaduxNVs37sJoMNL6haeJi48hJNT3ff+nMZvMpQ6G3LyR9DdejW/kGiV1X2lG5RZ1STp5FYFQUBQAqJGpHkyWw2G3Y0hP8TqBainIw2YyPnBgJxSJUEbGkK8v8Jh8lYWEY9HlQ1EbuMNqLTq3+5SqsaAQQ64OXUYeikAVSq3mobpFWE1msq75ntDOuZlOTO3ySBQyarzQgJg6Fb3+nfxZcpO8f9EGZ9+dzUtPrZ//n9x3YGez2Th9+jSxsbF/5fX4ecgEBQe4+qruF4FAQKs2zTn3+0U2/LDNtV2hVDB26mC+WbaWY4d/p/e73XxOrpZGZkY2a1Z6Fyw2GIycO33Ra2B36vhZt6CumOtXbpB47Rb1GtR+4Gspidls4eTR0wzoNQqDwdnHExQcyKgPB1K1RiUunvMsxz7X7hnEYjGD3x7nKqGuXvkT77zfk5EDJ2O32zEaTRiNJkLCtGi1QW5BXTHZmTms/WYDQ8e9x5vvdGHXtn0ePXCPN6pLxcrxgDPj1vqFp1m2wLsE0fMvtSQyKoLQcN/BkdlkZs7iKezbdYirCdeJLRPN0882YdvG3bRq05zN63e67d+5Rwe3LwYmkwmL2UpAoIZRkwaxfvUWnmj8GAf3HyfMauXZtk9js9v5aOJnrv7CVs8/RUCQ+4duYFAAgUEBVPUyNf1vRaGQow0Ndole3423CfB/Cpna6XmqjfPMIFrNFgy5etIv3cKkMxBeJRZ1aCDyAM+smN1qxewjswZgyslEon7wgEokkxNQsRqW/FzM+bkIiqzMbEYDxnT3gOruoZTCnAIOLtnsVp5UBKlpOuAlAqN9D4c9CEKJGGWwhtxb3svryhANZZ+oRvyTNVEE/nV9oeqwIJ9rYpnErRzs5/839x3Y7djhaQfl53+XkDAtz7VvQeu2T3MzMQm1WolKo2LlkjWcOOrUnLP8wW+IVovFFTh5I+mWZ3kwLzefjSWCzLv5Zes+Orz2vOtnm832wOK2KbdT3YI6cPaPTRk7m8+WTWPW5M9dZW2AFs81Y9AHb7Nl4y9uum2J126xfdNuPl00iW+X/8jpE+fQhgYzeFRfdm37zef5N2/4hd79X6dM2Ri+3bCI1St/YueWX1Eo5XTt2ZEnmzcgtHjwQCKmU7f2bPhhq0dWrHK1Cjze6NFSg7qszGxmTJxL4tVbNGxSj7hysWSkZzGwz2isFiuVqpWnXIU411BH7Udr0LZDa0QiEbk5eVy7coNvlq0lOzOHpi0a0bJNc2LKRPFWtyGuc6xbtZlqNSsxbfYYBr01Bm1oEG07tPL6uhgKnaLTD8vW7K8mLCKEdwb1ZMqYTzzW4srFEBf/7/8CbDVZSDl7nUNLtlBSHCGkQjSN+rRxmwa9L/7EJLBIKkMYEo4kIAhDWjKFt2/gsLtn4EUKJYISQxIWo5lTa/e5BXUAhlwdv362jmeGv/pQMncSmYSqreuRfPqa1/Vqrev/LWLPQTEhSFVyzHrP986KzWsjD/x7S9R+/r34Z6T9+ESlVtLj5f6EhAZjNJooyL+j2xYdG4niD8okyOVyIqPD3fTnSlKzTlWPbQIEpU4ZikRCCvJ1GA1GblxP4tTxs4SHh1D38UcIiwhBoyn9Q6pQb0BfaGDyJyNxOGDrxl/YucVZjgyPCOXq5UQmzBiGSCTEZnMgEYvQhgajCVBzK9Gz7PbL1n2cPHqG94b2ZsDw3pw+cZ4zpy6U1ifuFvDElInivaG9eL3XK4hEQoJDgjz2j4mNZMW6Baz55ie2btiFVCqhY5e2PPvCU0RElt4/ZTFbXdnP/XuPeKzfuHaLnn07c/bUBVo9/xTlK5UlLDyE/LwCvvpiFUs/v+PkcfrUBSpWjueTqQs8jnPhbAKHD5xgxMT+NGn+hEeGNzUlnaMHTrLxx+3I5VI69+hI5WoV/rVDE8UIhUJaPd8MQ6GBRXO/cmUkH2/0KBNmDPOQwPk3YsjTeQR1AFlXk0nYc4oabRu6/U4KxWJkQSGYsr1nrmTBf+45C4ocJ6RBWsw57l9WBCIxqjLxbhO4poJCknx4vhpydBRmFzy0kmxAlJY6nZry+w/7XHZkAqGARzo0ISDq72kZUARraP5+R/bN+8lNBLlMvcpUerouIn/Gzk8R/sDOj09i46KoWqMS54uEfksyZEy/P/zhFR4ZyqAP3uaDAZM81spViKNsfBmP7QFBGjp1a+dTfLfFc035ac1WRCIRi+Z+5doulUn5+POJPPbEI6jV3oO7tJQMPp22kG0/78Zms6FQKujUtS1jJg8m4dI1qtWqzNL533DrRhIymZSXXn2eXv26ugYRnniyHqtXejbSZ2flsvbbjbw14HVCwrQcPXiS59q3YNM679nvNi+2wGa1odfpUalVSCSSUrNumelZXL5wBaFAQL/BbxIdG0m5+FhXVq80RGJRqcF1ufJxvPRKG156pY3b9vS0TLegDuDR+rXYv8czOCxm4w/bWLt1GZHR7pI4qcnpvNVtiJvUy56dB2jd9mlGThiA9l8e3AVrg+j6ZkdaPd8cXYEOqUxGsDbQYxL630rKmeseQV0xV/acpmKz2m6BkUAoRB4eibkgF8dd/Z2SIO1DmU4VCIVIVGoCq9TAnJeDzWhAog5ArNZ4HN9qtvq8fgBD3v0Ja98PUqWc8o1rEv1IefKSsnDgICgmFLlGifhv8t0VCAQExYbxzIjXMObrMOtNqLQaZAFKpP+gFqGffx//rNCSn381oWEhzF48mZdebYOkSGg4OjaSWZ//H3vnHR5Vmb7he3qfJJPeOwkJkBB671XEjr23te266u6qW133t0VX1117d61rVwQEpffeCQHSey/T+/z+GDJkmJmAgAI693V5eXG+M2fOTCDzzPu97/M8xqixJad17XGTRvLYk79Bd7QSJRQKmTJzPC+9/WRIwThyTAmFQwKreYVD8snNz+bbJauRHmffYLfZefDuP9LWEtyktauzm9/+8v9Y8uVy33aqxWzh7Vc/oq62gcnTx/KnXz9B3dFmeJvNzv/e/pyH7v4jHW3eaw4qyg85AXnTnVfxjz89y4G9ZUybMwlddCTTZk8IOC8xOZ6ZF0zmyOFKVn6zgUWffUNVRW2Af10v7W2d/Ok3T/KL237La8+/x+8e+Cu3LPg5N11xX0ix1peYWB133Bd8CEomkzJp2piA4x3tXXS2dzP/slnIZNI+58swGkN/iPZWs/ricrn4/MPFfqKul2VfraSyIrCX8lxEIpGQlJLAgIE5ZGSlnjeiDsDUGdo/zmm1+ypTfRFJZWiz81EkpiJWqhCrtagzclAlpn7nwYlQCIQiRDI5irhE1GlZyHQxQUWjRC5F3I9dS389aaeCWC5FHRtJcnE2KcU5qGMjfzBR1xdllBpdegIJBeloEnRhURcmgHDFLky/JCTG8chj93Pnz2/EYXegUCqISzj9baaISC0XXT6bMROGYzKakUol6KIjUalD94nIFFL+8vQjbN24k2+XrMHj8TBt1gR00VF0dnQzeeZ4uoJYk9htdvbsOEBmdlrAWntrZ0hfvo/e+ZJhI4MPZOzZeYCG+maiY3UkJMXx2gfP8I/HnmXdyk0oVQp+86efUzgkD5vFxoQpoxk+upj7b/8dAgE89Pt7mTB1DMu+WonFYmXsxJHMmDuJ/bsP8udHn8JhP1YNWXDdRdz9wM0+/7lejpRVsnblpoD7amvpYNW361lw3UX99hgKBAKmzhpPxeFqPvjvZz67kohILc+88heS044Nr7S3drB25Wbeee0jDHojw0cX8+/X/spz/3yN/XvKOFRazl0P3MzCT5YGfa7R44ehOs4Qu7O9i88+XBzy/j5+dyFDhw/+zn2SYU6e+LxUjqwI/nc/Ki0OQQivQ5FUhjwmDllUNAgEZ81EWq5VkTdjGAcWbQ5Yi8lJQhEZ7jkL89MkLOzC9IvT4aSzo4tDBytob+2gcEgeIrHolHugOju66OzoxtBjJFIXgS466qRSKwBam7zbgEcOVTJm/HAAPvngKyqP1CCWiHn/y5e568ZfBX1sWwhPvvraxpDPZ7FYsdtDW4rs2XmAIUMLAEhNT+Lv//4dJpMZs9HMu298wjN/fxmxSMQFF88gPTMFXUwkbS0d/P2P/yYhKY5J08YikUpYv2ozw0cX8Ydf/SNga+mjd7+kePgg5l0y03fM6XDy0btf+J2nUiv5+a9vJyZWR211AxvWbCU3L4v4xNiQvYm66CjuefAWrr7pEuprm1CqFCQkxhEbH+0TVB3tXTz28D/9DIeXfLmcVd+s56mX/szDP3+cluY2REIhAwZmBxgmiyVi7n/4Tt+2dS8ejyeoPU0vNpu93222nxIetxu304HbbgePG6FUjkAsPm1BJZKK0SbqAiPHBJA/a3i/sxACgQDBd0icsJttWPUm2iuaEIoERGclIteq/EyAvysiiYjsSUMAOPTtDpw2h9fOZWguxZdPCCcxhPnJEhZ2YULidDjZvWM/99z0G79J0eGjivj7f/7wnSt3DXVNPHT3nziw95hZ6oSpo/nD3x46YbO/zWanu6uH5V+vxeVyBdieOB1OSvcdCumrVzxiUNDj0bGhBapQKPRtQQfj+GQHtUZFW2s7N1/5Cz8bjDdf/oAVy9byr5f/wnUX3wV4+8s+fOcL3zketyekkHn1uXcZM2G4z9fN4/Hgch1zmZfJpPzj2T/wwtNv+vVDarRqXnrnnxQOyQsp7tQaFWqNirSM4FOcDXWNQVMkLBYr773xCRcvmMPbr37Es/98nTc+fIZP3/+Kj95biNlkYcyE4fzykZ+RmRNYKY3URTBz7mQ++O9nQZ/30ivnhsyl/SnhcblwmAwYayvBlywgQB6fiDw67rTivNqONFB02URqtpZRv/MIbqeLiOQYBs4eQeO+KqKzAi2HTgWb0ULZsm0c+rZP3KQAhlwynqzxg05rK1GuUZI/ewQZYwbisDoQS8XINMrTEoxhzm88Hs85kdV8Ngn32IUJSUtzG3ff+OsAa5LtW/bwxkvvY7effIxQR3sXv7zz936iDmDdys08+fjzmPrp0YJjYqavrcjx6HsMKINEpQ0clEt8fCz/++/nfPHRElqaWmluaqWxvhldtC6gqb+XyTPGhexxk8qkDC4e6Hesp0fPR+8uDOptVlvdwKHScoaUFAasZedm0NUVPLcVvNVGp+PY65ZIJVx+9Tzfn+ddOouFnywLGHIx6I387PqHTiveqm8KxvFsXLuN4aOKufL6i3n9f8+QlJLAvb+6jS+Wv82yjR/y5PN/Iq8gB6k08ENWKpVy/W1X+Hos+zJkaCEDB+Wd8j3/mHA77Biry/uIOgAP1pZGnCZjyMedDMnF2Wx46SsEAgGjbp7FmDsuIGP0QPYv3IhMJUd2hipendXN/qIOwAMVa/di7grd53eyiMQiVNERRCbHoI6NDIu6nyAupwtDaxelS7ay6dUlHFm1G2N7T9A+0Z8CYWEXJiR7d5X6hdj35bMPFtHeFtqs9Hg62juDGvwCLF+yho4QRq+9yOUyIqO0pKYnhzxn2Ogi7n7gJpJTvZYaEqmE+ZfP5s9PPsw9Nz9MYnI8PT0GFn+xnBf/9SYVR6rZunEH/3zhT8Qn+lcMhwwt4OE//ZzR44aRV5DjtzZtzkTe//IlDAYjNVV1PhuYni4964L0vfWy9KuVzLt4ht+xuPgYHvnzL2htDi2+BhUNRHFcSsDAQQMoGendhho3eSQrgyRFgFfcVQUZUDhZ+ksWEUvEZA/I4KHf30N6ZgpisRiJREJ8YiwJSfEB26/Hk5KWxLtfvMTNd15FcmoCWbnpPPr4/Tz90p+JjT8z5rLnMx6PB1tXR8h1S2sjbmfoVoETodJpGDBtKDVbDrLp1SVsemUxez5dBwIBudNKzoh9ht1s4+BS/4SZuLwUxt89n9wpxTTsqqC9ohGr/sxNsJ4LWLqNtB2up2LtXpoP1p4RARsmOG6Xm/byBpY99g77F26kfucRdn24mm/+8h7d9Wc/s/lsEN7r+IFpb+1ArzcgFIqIiNQQpYs827cUkqbGlpBrVqsNZz+RVsfT0Y8IdLvdQScnjychKZ67fnkTj97/fwFro8YPIz4hlo2rt/KHvz10dAjDw+rlG7nmop/hsDuoLK9GJBJx+GAFg4ry+fmtj+JyuUhJS+LeB29FG6nBarGRkZVKXEKsr4/whf96p2J3b9/P8NHFbN24kxsuuwezyRspNW7SKH7/1we8Bruy0EJIrpAxfc5E0rNSqSyvISsnnYSkOP71t5e47Kp5REZF0H1c5U4gEPDzX9+G9jiRFBsfwxPP/pGNa7cikUj67VdrCSEa3W43Pd16r41CVETQc6bPmcSLz7wVdG3uRdOJjYvxm5D9rqSkJXLvr27j+tsWIBAK0UVH/uS3UXx4PLisoWPL3HbbaVUkpCoFeTOHkzI0l4p1e7GbrKSNyCM6K/GM+b+5nE6s+mP/tuPyUsgYU8jGVxb7slcPLNqMLjOBsXfMQxl15jNWf2iMbd2s+ffnmNqP/VuWa5VM+uVlRCSGv7Ccaaw9Jja9shi3y+133Gm1s/n1r5ny4OVBk1R+zISF3Q+E1Wpj/56DPPabJ6mpqge8Nh2PPfFrcvIy+zXfPVsUDQ3cNuwlOTXBL3v0RMT248cmEolQa078Dy86Jopho4r4z2t/5bmnXufwwQo0WjVX3XAJV95wMQAfvvsFzz/9RtDHb924i+TUROZePJ37bnnE19NWX9vI7x/6Owqlgocfu4/8wlw/cREbF01sXDRFJYV88N/P+c8Tr/pdd8OaLdx9069588P/cOFls4Ia9QIsuO5iYuKiiYmLZsyE4b7jjz3xa8wmC69+8C/++rt/sWv7PsBrUvz7vz5IVm5G0OvFJcRw8YK51Nc2EqWLCIgg6yVvYHbAsebGVpYtWslXn32DWCxmwXUXMX7KqACrmfjEWG6951pef/69gON3/uJG5IrT9y7z+vWFP/CORyAUIlapcRiC/1xFcgWC0/y9IVPJkankRKVNx+PxIAwxCXsyWA1mDC1d1O88gkAoJHVYLopINbE5yRhbuwEYMK3ET9T1oo6NwNTeQ9XG/Vi6jCQOziQqLe6MZr7+EJi7DGx+Y6mfqAOw6s2sf34hU391BYqI81+8nkuYuwzYzcF3lgwtXdgMlrCwC/P9UFtVz+1XP+DXI3Zgbxk3Xn4vH3/9+kmH1P+QpGUkk5uXxZFDgVE6v3zkLmK/g0GxLiaKopJC9vSJ5Opl7kXTT9qMNjEpnoTEOPIKcnA4HEilUmLiohGLRXR2dBEVFRkQsdVLdKyOmLhoNq3dFnRQwWK28OK/3mL85NEBgxHgtRJ5+d//DTgOUHmkhuqqOqbMHMfypWv9oscAps6aQF5BoMACr9Ftb+X2P6//le6uHpxOF9oITcB9eDweWpvbaW1px6A3kpySQHRsFPc+eCuP/zYw3qqopJD446aOmxpauPWq+/0mgv/0mycYXDyQf738F7+hGG2EhpvuuIrJ08fxv7c/p6ujm5kXTGHMhOEhvfvCnDmkEVFYWpuO67HzokhIOa3hib4IhAIE/cWinABLj4kd76+kcc+xqejDy3eSMaaAgbNHULO1DKVOg6GlK0DUpQzLJSotnlVPfwxH/1lWrt+POi6SSb+4FFX0+eEN6Ha5MXcZ6awKjEQEMLX3YNWbw8LuDOPqZ7cCCKjk/RQIC7sfALPJwsvPvh208d9kNLPkyxXcds+151zVLjY+hufe/DvP/P1lvlm8GpfLRXxCLA/89i5Gjx/2na6li47iief/yB8e+gdbNuwAvFOnsy+cyi8evgOV6uQbtQUCQVBRoYuO4qY7r+K3D/w16OMuuXIuH7+70OfZFozOjm7cIQY0LGYLPd36kI/dsWUPu7bv53d/+SU1VfUsW7QSsVjMxQvmkpWTdlK2LhGR2pAmt263m0Ol5dx788O0tR7rvZp/+WzuefAW/vC3B3nun6/T2dGNWCJm7kXTufehW/2saVwuF199tiyozcu+3QfZvWM/My+YHHBPRSWFFA7Jw+l09dt3F+bMIpTK0GbnYaytwm3zDjEJxGKUSWmI5OeOMW1rWZ2fqOulelMpKUNzmPrrKzm8fAc2w3FbywLIHFPIuue/8Im6Xoyt3RxYtJmSq6cg7mc6/VzB2mPC2t3/QIvDcvIDZ2FODpVOi0AoxBPk97pUKUOmDhyo+7Fz3gi7v/3tb3z22WeUlZWhUCgYO3Ys//jHP8jLO/en50xGc0AFpy/bNu3kulsuR6k69/4CJibH88e//4r7fnU7DocDlUpBbHzMSfdBdbR34nA4kUokJCbF888X/kRnRzcmowmtVkN0bFRIU2KrxUZPtx6hUIAuJuqkzGrHThzBnPnT+HrhCr/jt91zHQ67k472TiZOHcPSr1YGfXxxSSGKIJO14J2Elcmk2GzBfznHxEZzYM9BFsy9jfFTRjN15jgsFisWi5WEpNOvbrU0tXLb1b/0y+wFWPjJUlLTkrj5rmsYP2U0ZqMFqVxKdHRkwGvp7uzhq0+XhXyOTz/4iglTRwfdZheLxWELkh8YgUCAWKFCm5WH2+UEjweBSIxQIjlnehFtRguHVwY3OgaoWLeP4ddNp/iKyegb2yn7ZrtvLSIphq6algBR10vt1jIK541GHP39Czunw4kAEEnEOKx2HBYbIECmUZzUIInDakMgFCIUiwKqkgAIQBHx09oS/CGQaZUMnDOC0sVbAtaKF0xC/hN8z8+b39Jr1qzhnnvuYcSIETidTh599FFmzpxJaWkpKtW5/YOTyiTEJ8SGtJ1ISkkMiMI6l1CqFN9ZdHZ39rB5ww5eePoNaqsbyMhO5b5f3c7wUUVBEyD64na7qa9p5PUX32PVNxuQK2Rcce185l8++4R+d9GxOh5+7Bfc/LOr2bRuOzK5lKEjhrB8yRoef/QpfvPH+3C6nN6fx3FDBUKhkPsf+RnaiOB9PTGxOi656gL+99/PA9YioyJQa1V0Hk2+WL9qM+tXeR3xS0YMYeTYoWg0p7cFc2Dv4QBR18vbr33ERVfMCWnd4kMg6Lcv61yrGofxIpRIzlhk15nG7XYfFUHBcVhsuJxO1NEReBJ0RKbG0l3n/bfXK6JCXtvlDlqJOZNYuo10VDZRueEA6vgIMkcXcnDpNpr2VSKSiMkYW0j6yDyM7Xqi0uJQRKoQBfmCI5KIqd91hKzxgyhfvSdgPW14HjLNuffl/XxHIpOQO6WYiOQYDny1CVOHnoikaAZfPI6otPjT6hs9XzlvhN3Spf5xRW+99RZxcXHs2LGDiRMnnqW7OjkiIrXcft/13HfLI0HXr77p0h9FJUSvNyASihCJhHz03pc898/XfWuVR2r45R2/49d/uJcF11+MtJ+tlbqaRq6+8A6MhqMWCF3w7JOvsXzJGp598+8hs2R9eDxE6SK4+Io5RB31SYuLi+biBXOQyiS4XR6ee/PvPPfU66xbuRm32012bgaP/uWXZA/ICHlZmVzGTXdeRV1NIxtWH/t2GBOn4/F/PoJcLkMsFvU7oXo6VFeGti0x6I1+UWShiNJFcMmCufzrby8FXV9w3UXfaSgmTBipUk7ioAyOrNwddD0uLxWRxPv7TRGhYvzd8zmwaDM1W8rQN3eSP2t40McBRKbGfq95rOYuIxtf+orOmhZEEjEDpg1l1VMf47R5/y25HC4OL99J0/4qCi8YzdI/vc2Eey8iJicpQNzJNAqcVjvRWUnkzxpBxdq9OCw2xDIJGWMKyJteEs51/Z6QqRWkluQSm5uM2+lCJBH/JLdgezlv1URPj3fqSKcLPW15LjFkaAG33HUNb770ga9xXywW8fu/PkhK6plxeD9bNDe2smbFRhZ9/g1SqZRf/eFeXv7P20HPffbJ15g6awJJKQlB1y0WK6899+4xUdeHgweOcHDf4ZDCrqdbz77dB3n2yVepKq8lPSuVex+8leLhg4iO1dF3DCExOZ6/P/M7urp6cLlcqDXqk4pJ6+nSU1RSyFU3XExLYxvaSA0Ou4N/PPYsw0YWMXnGOJZ/7e8pd/m180+7WgeQX5gbci02LhrpSXwACoVC5syfxhcff01VuX96x4jRxRQOyaOpoQWL2YJMLiMmVocs3FP3o8NqMGM3WXG73EiVchSRqlPe2hWJRWRPKqJ680Ecx00nyiNUJBdn+8V7KaM0DL1yMgVzR+F2uhCKRcTlpdJ6qM7vsQKBgJIrp3yv0WCN+yrprPHaOqWNGEDVhgM+UdcXQ3MXNpMFpU7D+ue/ZNYfb0Ad428RJJHLKF4wmXUvfIkySkPJ1VO81SKBAG2iDqXu/BgCOZ8Jx8h5OS+Fndvt5v7772fcuHEMGhQ8KgrAZrNhsx37RaPXh258/76J0kVy2z3XcsmVcynddxipVEJeQQ7RsbrzukJy/ISlQCCgprIuZPXIYrHS2dEdUtjpuw2s+nZ9yOdb+OkyJkwdHbBlaLc7+HrhCv76+2d8xw6VlnPfrY/w0O/u5sobLg7wmFNpVKhOwmbl+Od/741PEAqFRERqMJssvp679tYOHv7Tz/2EXeGQfEaOGfqdniMUuXmZxCcG39K/64GbT1zJPEpCUhyvvPtP1q/eyhcfL0EsFnPVjZcwuGggSxau5NVn38agNyKVSbn0qgu47Z7rQl67s6OLuppGFn6yFLfbzYWXziI9K8UXf3YqdHX20NXZjdlkISJSQ3SM7pzsPz0f8Xg89DR2sPWtZb7tUHmEipKrphA/MO2UUxs0cZFMfegK9i/cROPeKgRCASlDcxgwvQRllDZANIqlEr++uVE3z6Jq4wGOrNyNzWQhJjuZossmEJH0/dng2AwWKtbs9f1Zl5HIvi83hDy/5WAduowEalu76app9Qk7p92BVW/G0m1ELBUz/mfzsfQY6a5rQxmtJTI5BkWUGoHw3OiJDPPj57wUdvfccw/79+9n/frQAgC8AxePPfbYD3RXJ0atUaPWqEnPTD3bt3JGcDpdfP7hYr8JS4/Hg0TS/1+r/rZhBUJBv4a3ao0y4EOio72Tnm490TE6Lrx0FksXrfQTls8++Rrjp4xGrVGdtPgJhdXsnUx0u90BvnF2u4Os3AwGFeUjFApZcN1FjB4/7Dtn6oYiPjGO1z54hkfv/wv7dh8EQKFUcOfPb2DarInfqeISnxjHZVfPY8YFkxAKhEhlEl57/j1e6mNGbLfZ+d9/P6e5sZXH//lwwLRuR3snT/75eZZ8udx37NMPFjFlxjh+/9cHT8mbrr6uiUd/8Rd279gPeD0OL736Au66/2ZiYs+P6vy5jLlTz6qnPvarrFl7TGx8eRFTH1pATM6p2S4JBAIikmIouXoqgy+2g8eNSC5Frlb4tmH7QxGpJn/WCDLHFuJxexDJJMhUwb/wetwe76CCSIjkNMyxPR6335CDy+lELJNgN1mDni+RS3DanahitMi1Cgyt3YAHfVMn2/77jc9LTaZWMPZn88iaMPiMpHeECfNdOe+6Cu+9914WLVrEqlWrSEkJHlzeyyOPPEJPT4/vv7q6un7PD/Pd6Oro4stPlgYcN+iNQX3gwGu6GxUkH7SX6JgorrjuopDrl119oU/AmExmNq3bzi1X3s/F027k4V88jsfj4ZlX/uIXZ2Wz2Sk/VMX1l9zN1o07Q061BqOttYOyA0fYtnkX1ZV1XHXjJYhDfFBNnTme7Nx0/vXKX/jLU48wdMTgM76NmZ6ZwnNv/oMvVrzNh4tf5fNv3+L6W68gShc8OeJEaLUa1BoVbS0dvPXSB0HPWf3thqCRb6V7D/uJul5WfbuB7VsDm8dPRHtrB/fe/BufqAOvPcvH7y7kv698+J2yic837CYrxvYeTB3679USo3FvVcB2aS97v1gfUtScLIoIFdqEKLSJ0aiiNCcl6noRioQoItUodZqQos7Uoefwip2sffYLNr60iKZ9VX7JFt8FqUpB2sh8358bdpWTPio/5PlJRdlIlTKGXTOV/Yu28PUf3mLpn96mamMpo26dgyLS+zvHZrSw5pnPMHeGY8TCnB3OG2Hn8Xi49957+fzzz1m5ciWZmZknfIxMJkOr1fr9F+bMEswT7r+vfMijj/8yYItZpVby1It/Din6wFuhuWTBXAYESUtYcP1Fflmx+3eXced1D/p6xRx2B4s+/4Zn/vYyD/3+noDrNjW08LPrH/KrMLrdbmw2e1DD4qqKWm6+4j4WzL2NW6+8n/lTruO159/l2df/FmC9olIrue9Xt1FTVc+DP/sD86dezwUTr+EXt/2WI2WV/XrnfVeidBFk5aQzcNAAklISkJwBjy+DwRQyFxigoa7J789mk5l3Xv845PnvvvZxv55/wWhqbKXySE3QtQ/f/py2ltC5qecrbpeL7vo2Nrz0FUt+9yZLfvcmW/+7DEPLyecwn/Rzud0BfWx96a5rw3kSAzhnC2N7Dyue+JA9n66js6qZloO1rHv+S3Z/sgbr8f54J4FQJCRj9EAUR2PM2o40EJUahy4jsE0kb8Yw5FolKUNzaS9vJG34AMbccQGaBB2NeyrY8e4Kiq84NsTndrqo3xk8GztMmO+b82Yr9p577uH999/nyy+/RKPR0NzsdfeOiIhAoQj335wNonSRXHDJDN544X2/4+WHq3jz5Q945/MX2LF1D6X7DjO4eCDjJo08qbSC+MRYnn/rHxzYe4ivPl2KSq3iimvnk5aR4qtMdbZ38cSfnw36+COHKhGLxeiiI+ns6CYmTofJ6B3GcDpdvPPaRzz4u7tpa27nsw8XU1lew7CRRcyaN4XE5HhEIhEtTa3ccc0DAZYoyxatIiZWx79f+z/++fjzmIxmJs0Yy023X4Xb7eaGS+/xE0g7t+3lhsvu4aMlr/mJ0nMNxQkqi8dXBJ1ON2ZT6EqJ2WTB9R0d3+trGkKuWa02LObv/uF9rmNs62HFPz7E5XAC3i+wDbsraK9oZPrDV5/R1AWhUIg2UUfD7kAjYQClToPwJLwiTwZLtwm3y4VQLDwjSQtOu5OyZdux9gQOVdVuPUTulGLkp2AloorWMvWhBVSu30/t1jIOLN5MydVTcdoc1G4/jEQmIXFwJjKVnM2vf42x7Vj7hVQpY+RNs9jz6ToMLV1Yekxo4qN8oryrthWP2xPurQvzg3PeCLsXX/Tmb06ePNnv+JtvvslNN930w99QGMQSMVdedzGLP/82oKFfIhERFR3J1TdeekrXjk+IJT4hlolTxyAUCgKGJcxmK0fKAqPOejmwp4yMrDRMRjOPPPYLvyldt9vDto27eOBnf/BV0tav2sIrz77Dmx/9h4LBA6itaQgQdb188v5XXHfrFbz50X9wud1ERGgQCAX88/EXgla9TEYzn324hHseuAXxOdpzExUdyejxw9m8fnvAWkJSnK830ePx0NrSjs1qY9qciezdVRr0etNmTwjpBxiKxBADNQASqSSkcfT5itPu5NC3O3yiri82g4X63eUMmDr0jBoRp48aSNmy7XjcgRXqgrmjkGtPb6rQZrTQtL+a/V9twtyhR6nTMOzaqWgTohFLJafs42Y3WajdWhZyvWbzQaIzT81dQBWtpXDeKHImFwHeyUqBUEBiYQbgzSLd8uYyP1EHYDfb2P7ucoZcMp6t//2GjspmIpJjfMIuOjvxjIs6m8mKVW9C39iJVCVDHReJIkL9k/RqCxOa80bYBdsqC3P2SUyO5+1Pn2fxF9/y9ZcrkMqkXH3TpYweP6zfLdeTJZQQEotFKJSKkFWcuIQYUtOTuO3e63j9+Xc5fPBYlWLeJTO479ZHA7ZHLWYLj/7yL7z+v2eor206/pI+bDY7NquN5D42NZ0dXWzdtDPkY7as387Nd1yFNvLcDDXXRmj4498f4t6bH6biSLXveHSsjhfeeoK4hFiMRjNbN+zgr79/htaWdp5942/ExcfQ2tLudy1ddCQXL5j7nUVsUnICKWlJQePOLlkw90c3POGwWGk5GNqbsGlvJVnjBp3ypGowlDoN4352IZteW4LLflRQCiBveglx+ac31OW0O6lYu5f9CzcBXsFUcvVUmg/UsPujtQjFInImF5E0ONPXj/ZdCCZGe3Gf5ueDUCQKmQrhtDtpO1wfdM2qNyOSihGKRSh1ahIHZ5JSkkvlur0kFwXPhj5VrD0mdn28hrrth33HJHIp4++Zjy4zMTyoEcbHeSPswpy7JCbHc/PPruayq+YhEAqIjDq1Rv7vQnRMFFdceyFvv/pRwJpIJGLy9LE89vA/2bV9n9+aQqnA6XSGFISVR2ro7tSTkRX6Q06lVgZUj6RSKTGxupA9YrFxMWekF+5kMRlNGI1mJGIxupPw5wPvYMsr7z9NY30zlYerSUpNJD0zxZdmcbi0nPvv+J3v/L/+/hkee/I3LF20km8Xr8bj9jB7/lRuu+c6P9F7ssQlxPDi20/yyzt+R/nhKt/x2fOmcufPb/zR+ekJRSJkakXIJnu5VoVQfGYrMWKphPiCdGb/8QaMbd04bQ60idHINQokCpnPusPtdGFq19NcWoNcoyR5aDaKSHW/ItOqN1G6ZCvgnW4fds00dn+6FrfDiaXbiMvhYsd7K6jOSmTsHRd8J3EnVclJHT6A6k3BK8QZowZ+tzcCryhzOZ0IhULkWlXI6ppPAIfAYbEhloqJzUlmzb8+QyyXMPLGmWc0ZcLtclO18YCfqANwWO2s/c/nQX31wvx0CQu7MGcEkUjU77TrmUYilXD9bQvYs+MAe/rk8IrFIv75wmPoYnRcvGAOB/Ydwn50ClYqk/Lwn+47Ye+Xy+UiOTWRjKxUqisDm82vv20BMXH+1SO1RsUtd13D1o3BMzNvvGMBih/Add5qtVJTWc9zT73O7u37iYnVcevd1zJm4oiTMmCOjYsmNi6aopJCv+PdXT08fVxaRVNDCz+/7VGmz57Iq+//i7j4GCKjtH4CzGKx0t7awa5t+9DrjQwbOYT4xDh0If6upGem8OoHT9Pe2olebyAiQotSpUCu+HGJOvDaYuTNHMbm174Oup4zpThodNXpIhKLUEVrA/r3rD0mSr/eSkJhBvu+2EBPw7FK7L4vNzD8uumkDh8QUtzZjRaffUju1KGIpCIGTB2KzWhBkxCFqa2H/Qs30VHZRFdd63cSdmKphIK5I2naV4XN6P+lLKkoC3Vs5Elfy26y0l7RyN7P16Nv6kSuVZI/ewRpwwcg1wZW7aRKGWKZJKhxMYA8Qs3AOSOp23EEj9uNw2xj48uLmPWH65EknJkqs1Vv4tDy4DsCLoeL1kN1YWEXxkdY2IU5b4lPiOVfr/yFhromtm3aTUycjmEjhxAbH41cLmfORdMpKhnEwQOHcbs9qNVKPv9wMVffeCkikQiXKzD6KyZOR0SUlrj4GF747xP89pd/9VX9JFIJ19x4KVdedxGSILmdBYPyuOnOq3jr5f/5Hb/7lzeTPeDEU9xngtJ9h7n1yvt9r62nW8+jv/w/Llkwlwd+e1eAF93JYrXaKDsQOOXnOGoM7fHAE8/9wW/NbLawZvlGHr3///ze64lTx/DHf/wq5Fa90+nihX+9ydoVm3yPmzR9LL/7ywPEJ/afFXy+ETcglbSR+QH9Y4UXjEITf3KV1jOBw2pn38KN2M02GvdW+om6Xra/u5yYnKSQYkV4dCtQl5FAQmE6659f6JcDG5OTxOjb5rDplcVUrt9PwsB032NOBnVsJNMfvorKDQdo2FOBRCZlwPShxOYkn3RvoNvtpnFvJVv/+43vmFVvZvdHa+hpaKfosgkBsV/yCBUD54xk3xeB5sVJxdnItUqqN5dSv+PYvw+P20Plun0MuWzCGclf9rjc/VrRGFu7T/s5wvx4CAu7MGccm9VGR0cXLqcblVqBLvr7+4CKidURE6sLqDCBV9Tced2D6PVGAN/2qzZCww23L+DNIL5tv/vLA75BgZS0JP792v/R2dGN1WJFG6EhJjY6oHrkdrtpb+vE7XJz7S2Xc8U189m8cQdCoZBhI4uIiYlCrT39ycAT0dHexeOPPBVUsH7+0RJuuP3KUxZ2YrGIhMRYaquDT65m56YHHGtpauPhnz8e0B+7duUmFn/+LTfcviDgQ0/fY+Avv32aNcs3+h1fs3wjLqeLv/3790Sco32Kp4Jcq2TogknkzRhG84FqhGIRiYUZyCNUSJU/XJXSZjBTvamUkTfNYsd7K0Ke17CnAm0IYSfTKFDFRDBw9gg2vrQooMLVXt6IJi6K5KG5eNxuOIWhEFVMBIXzRpE7tRihUIg0hN9dKKzdJnZ/sjboWtWGA+TPHB4g7ERiEVnjChHLJJQu2YLNYEEsk5A1YTDx+WmsfOJD3EF2AXoaO7yRadLTF3ZCiRh1XGRIARedfWrG0mF+nISFXZgzSlNjCy898xaLPv8Wh91Bbl4WDz/2cwqL8lH+wFONrc3tQSdbF366jLsfuIVnXv0Lr/znHZoamskvzOWeB28le0AGAoEAl8tFR1sXHo+HhMS4kJFW7W2dLFu0ijdeeI+21g7yCnJ44NG7mDNv6g8i5vpi0Bv9Bh+OZ9f2fWQPyDila8fERnP7vdfz+4f+HrAmEomYfeHUgOPfLFoVcujp7dc+ZO5F0wNSOTo7ugJEXS/rV2+hs6PrexN2brcba7cJq8EMHpBpFSgiVGfMAiQUMrUCmVpBVOrZq0bazTY8bg9CkTDkliN4p3VDoYhQM/7u+bQdqQ95jdptZYy8aRZSlfyUJzmFItEpZ4LazbZ+K1/65s6glVKZRknOpCKSi7NxWO0IxSKkShmbX18aVNSBt3J5prbSFREqhlw6no0vLQpYU0ZpzurfnTDnHmFhF+a0MRnNWC1WXG43D931R1/cFXg95W67+pe8+fF/KBkx5Ae9r/4Mcl94+g0+//YtXnz7SRx2OwqlwpdW0dLUxmf/W8SH736JxWRh/NTR3PPLm0nLTEHc5xd1T7eeZ/72Egs/XeY7dqi0nDuve5Ann/8TMy+YfEatKk6E6AQflIrT7FObMHU0V91wCf97+/M+15Tz5PN/JCE5LuD8xobmkNfqbO8Oatps0Af6lPmvG7/DHZ88TruDtiMNbH1zma+HS6KQMezaqSQOyjyjk6nnImKZt7Wgp7GD6KxEOiqDT4UnDu6/pUCbqKO5tDrkusvhQqKQnTAD1m6xYTOYsXQZkSikyLWqk+rJczmcWHtMWHpMCIRCFBEq5BEqn4g80davpJ9/IwKhAGWU/5eKwnmjaSkNHJgSikVkjBkYdCDDbrLisNoRCARI1QrE0mO/U9xud8it29gBKYy8cSZ7PlvnE9hxA1IYft30gPsK89MmLOzCnDIGvZHKIzW88uzb1FbXk5ufxe33Xs+SL5ez9KuVvvM8Hg9PPPYcL779BFG6yB/s/vqbzFQo5CiUigDj3baWdn5+6yMc7NNP9u3i1axbsYn/LX6VrJxjW44d7V1+oq4vTzz2LMXDBxGf8MN9k46MigjpRScSiRhSMui0rq+LjuK+X93GtbdcxpGySpQqJRlZqcTE6ZBKA4XPhCmj+fzDJUGvVVRSGHSYRK0Jbjlxsuuniqldz/rnv/Sz1HBYbGx+7WumP3I1uvQTG2ufz8g0SuLyUqnasJ+Sq6ay8ZVFAfYiUWlxIbdhexEIBEGTG3pRRKpRx0bgtDlpr2hEJBEj0yhRRKp8X4IsPSb2fbGB6s2liCRissYNIqEgHUu3CZlGgTxCFdTaw262UrOljL2frcPl8LYjSFVyRt86h9jcZO9zqeXoshLorAz80iFRyFDFhG5VsB0dDhHLpT6hH5GoY8xtc9jxwSpfJVCp0zD6ljkojxtOcTld6Js62P3xWtoO1yOSiEgfXcDAOSNw2Z1UbyrF0NpNfH4aiYXpKKO1fl8MZUo5aaPyictLxW6xIZKIkKkU33k7OsyPn7Cw+4nhdDgRiUWnXUmy2ews/3oNf/z1E75jNVX1rFi6jj/+/SEa65v9zGtL9x3CYrYS9QNakemiI5l1wRSWLV4VsHbbPdcFDakvO1DuJ+p6sVptPP/0Gzz+5G9QqrzbQH298Y6nrbUDg974gwo7jVbNo4//ghsvu5euTn8z1d//9cF+p2J7uvXoewyAgIhITUhzYY1WjUarJj3zxJ5ng4oGkpSSQGO9/4eoQCAIOcih68coecSYod9Lv6bb6eLIqt0hfdIOLtnKyJtn/airdjKVnBE3zGDjK4uoXL+PsXfMo+zb7XRUNCGWScieNITcKUNDer31RR0bSURyND0NgRFwgy8eR/PBWnZ/uNq3hamIVDP2Z/OISovD4/FQuW4v1ZtKkShkjL51NuVr9rL+hYV4PB7EMgn5s0aQNWEQco0Sj8eDpduEzWjGaXMg1yqJzkryRafZTVbWPfcls/54HaroCAQiIaNvmcPKJz/yS7EQikWMu+vCoCkZVoOZ9vJGDn69FZfDSe4078CGWCZBEakmeWgu0VlJ2IwWBEIBMrUiaHXR0NLFin986JscdjlcmNp7aCmtZcd7K3xtCw27ypGq5Ex+4HIik/1bFYRCIUqdBiXhCl2Y0ISF3U+Exvpm1q3azIbVW0hOS+Kyqy4gMSUBlerUelXaWzv52x/+HXDc4/Hwnyde5cHf3eMn7NQa1Q/ujh4RqeXXf7qPxJR4PnznSyxmC1G6CO74+Q3MmT8daRBfua8XBoba97JuxSb0eqNP2GlO0EPXd3LWaDTT0dbJnh37cbvdFA8bRHSs7oTX+K5kZKXxwaJXWLdyM+tXbSExJZ7Lr7mQpJREvz7Bzo4u2lo66OjoQqvV8OSfn/NN/w4fXcwjf/4F2bkZpzXRl5AUx2v/e4Z//e0lVi5dh8vlIjs3g0cev58B+VlBHxMRqeXPT/6G3z3wV7ZuOmYdUzJyCH956hEio8583rPT7qCnPnAKtJeepg6cdsePWtiB11B4wj0XY+kxYTOYGH7ddIRiESKxCJlGedIGuIoIFePvuYg9n66nYdcRPG4PMo2SIZeMQxmtZfVT/hnDlm4ja/71KTN/fx1CoYDDy70/90Hzx7B/4Sa6alt95zptDvYv3IhAKCB3ajGd1S1sfv1rn0iTyKUUzh+DOjaCyvX7AcgaV4ily0jpkq2YO/TEDUhh8i8vw9xpoGlvJZpEHQkF6SiiNAG/o+xmGwe/3sqRlbtJKMwgZ3IRR1btZvdHa5BplORNLyGlJNcrtnShxZbDamP/lxt8oq6XnMlFbHp1SUAvqt1kZfu7yxlz+1xUuu8n49zj8WDpMWHtMeG02lFGaZBqFEh/hNZCPzXCwu4nQFV5DTddcZ9fFee9Nz7hL08/yoy5k1Aovnspv7WlLWRofGdHd0A/15XXX0xMzA+fHBAbF819D93GVTdeit1qQ66UExsXjShEQ7y2n6lRpUqBUHDsF39mdhoKhRyLJbAZe/joYp9Rs77HwKcfLOKZv7/s9wv85ruu4eY7riJSd2b9p5KSE7jy+ou59MoLEIlFAeKsuamVh+97nL27DvDcm//g1it/4fcatm/ezQ2Xnpl825TURP785G944JGf4XS6UGuURJ/g70FCUhz/fPExOtu76OkxoI3QEB0T9b0ZX4ulEiKSo+moCt5Xpk3QIf4BzaXPJnKt8qh1yOlVmkUSMQVzR5IzaQhulxuFVolEJWf1058EPd9pc9BaVkdsbjIOqx2RxJsE0VfU9aVs6TaSi7NZ++/P/IYXHFY7uz9aw5jb59Kwp4LY3BSU0VrWPPOZ75z28kYOr9jFlAevYOhVU/p9HVa9iSMrd6OM0pA1YRAbXvzKO9ELmDv07PpwNc2lNQy9ajJyjTLk3xOHxU7rIf/0Cplagc1gDhB7vXRWNWNs60GqkCNRnNkvFR63h+76Nta/sBBLt7dvVSAQkDVhEIXzRgf18wtz/hAOmPuR09Nt4C+/+1fA1hzAn379DzraOk/puies5PTZ6i0ZMZirb7wUseTsfI+QSCUkJceTkZ1GQmJcSFEHcNHls0OuXXHtfL8Uh9i4aP71yuMBrys2Lpo//v0h3/RmVXkN//rbSwHfyt988X0O7Dt0Ki/ppJBIJQE/J5PRzFP/9yI7t+1l8oxxfLt4dVBh2ptv6wySY/pdUamUJB9NsTiRqOslMiqCrNwMhg4fTHZuxveaZiIUi8jtJ5O1YO7IH3217kS4nC7M3UbMXUZcIYRIL1a9iV0fruabx99l9dOfsPbfn7Hs8XfZ8d4K8mcOC/k4Q1sPApGQsXfOY9i10/t9HofVjqXHFHIitWLtPtJHDSRjTIEv4qwvTpuDbe98i7WfKV+AzmpvG0HWxMEcXLLVJ+r60rSviu66NnZ/shZDW3fQSXCBQBAwmCEUC3GeKNXCZPVOaZ9hzF0GVv/rU5+oA28Fr2LtPqo3HQw62BTm/CEs7H7k6Lv1bNsUPA3B6XRxYO+pCYvYuGhU6uDbuPEJscTFx3Dfr27jnc9f4KkX/xxga3GukpSSwK33XBtwPK8gh8uvme+XfyqRShg+upgvlr/Nr35/L1dcO58nn/8T7375oq8HzWqx8fZrgbFnvbzx4vvf26RnMDo7uvh28WoAcgZk+m2XH8+mtdswmc78h8q5iCpGy7i75/s1okvkUkbdMvsHNQo+FzF16tm/cCPL//o+3/7fe+z9dC3G9sAvir101rQERF+BVwC5XW7UcZEBayklOSQNSmfrm8vY9Opi9n62DnOHnlG3zA7awiEQCvH0kyBjaOlEkxCFuUMfVIwBdNe1YTcFF3ZWvRlzlwF1bCQyjQJNXGRA9VAeoaLo8omMu+tCxBIxqUNzKV+9B1N74DS+XKsid0qx/3P0mNEEeS96Ueo02M1WnH1Mns8UndUtOCzBd1zKvtnu138Y5vwjvBX7I8cZxKy2L6EyU09EXHwMj//zER686w9+31DFYhH/969HGVw8kCFDC07p2meTiEgtN91xFTPnTuaLj5ag7zEyZ/408gtzg4pTqVRKWkYy1992RdDr2e12WppD92+ZzRbsNjs93XqUKkXQRIszidVi830bNxpM6GIiIYS2j4nVBe1D/DEilkpIKEhn5m+vPepj50GmVXonML9nH7tzGXOngdVPfYKp45hYObJqD3U7jjDtN1cFxJI5LHZfj1wwaraUkVKcQ9k3x4Zj1HGRpJQMYNXTn8DRXyVWvZl9X24kviCdwgvHBKQ+pI3M67eSpY6LwqY392tfAsBx1TWrwUzz/moOLt2GpcdEVFocw66dhlQhQyAU+AZslFEahl83nT2frfOldAiEAtJHDcTcqUcRpfbrSfSu5dN8oJrWw/VHn9pDc2ktWRMGU7nOP9MaoPCC0ZSv3sPo2088qPRd0TcHDrb0YjdZQ24Phzk/CAu7HzkarTpk5inAkKGBiQ0ng1giZuykEXyy9A3ee/NTKo5UUTg4jyuvv5jktKQf1L/tTBMRqSUiUsvAQQNO+1oqtZLR44axt0+ebS/X3nwZ4yaP4i+//xdN9S2UjBjsff9SE7+3bWuVWolCqcBitvDN4tXc96vb2LIheAbljXdcieIHNpU+mwhFwhM2wf/UaNxX6SfqerHqzVRvPMDAuaP8Kmoet7tfg2On1U5cfipHVu3GdXSbP3/mMEoXb/aJur60lNaQO7kIkUTsOz92QAqDLxqH3Wz1Vu6CVOQK5o5ErlEiEApBQNBra+KjkPSx3LGZrez/ahOVa4+JrLbD9bQdqWfsnfOY+PNLMLZ203KojqTBWWx/dznmLkOf1+6helMpUpUcTWI0ij4xZzajBbvFRvGVk7GbrDTtr0KqkJNUnIVYKiYiKZryNXuwdBmJSosjd9pQ6nccQZOoO+m4tO9CVGqg72QvikgVwrPUNhPmzBD+6f3IiYnV8bu/Psgd1zwQ0Ddx2dXziIk99YEGpVJBbn4Wjz5+P1arFYVC/r1XnM43RCIRF10xm3ff+Bhzn22fOfOnERGp5e4bf+07VrrvEB+/t5A3PvoPg4sHfi/3ExsXzU13XsWL/3qT1pZ2WlvaueLa+Xz83kK/826/9zpyQ0yuhvlxYtWbMHcZMXcaUEapkUeoqN0aulWjbucRsicV+QkPiUJG6rBcX2/a8aSU5BKTk8TsP92AzWhBKBIhEAnQvxs6xkzf1MHYn83DabWjiY9CEaFGrJDQsLuckTfOYNdHa3weciKpmMILRiMUi4hIjsFhsVEwdxSli7f4XVMgFDL8uul+9i3WbpOfqPPhgT2frKVg7ij2f7WJ1GEDkKkVfqKuL5Xr95M9aQjgfV9MnXq2vL6U9opG73uklHn7/6YXoDg6pJAyLJforETweLAaLLjsDtJHDyQqJfZ76e+MTIlFrlVi1QdWPQvnjTkpW5sw5y5hYfcTYEhxAR989TLP/fM19uwsJTYumtvuuZYxE0agPQPxTFKp5CezZXcqJKUk8Panz/P4b59izw5v5e7SKy/gZzf8KuBcm83OH3/1D1794OmTHjT4LkikEq687iIA3nr5fzz75Gtcd+sVvP7hvyk/VIlIJGLEmKHEfA9WLGHOXUztPax/8SvftiJA4QWjEElDf0SIJOKAZAWBUEBKSS6HV+zE0u3fpyXTKMgYPRCxVII4WuLbxjW29/htcwYgENBR2Uj+rJG+lAZLt5GDS7ehjFIz9MrJiKRiPC43ApGQqvX7aStvQJcRj0QhI3dKMTHZiZR+vQ1Ll5HozAQGzhmJOtY7kOO0O7AZzCHTNrzvjx6xXIrNYKH1UF2/VTSn1e7r/7MZLWx96xufqANwmG2Ur9qNvqGdMXfOQ6aS47TY2fjyIsydx8SiUqdh0i8uRf49iCylTsPkBy5n8+tf013njV3snWROLso+r3dcwoSF3U8CuULGwEED+Mezf8RkMiMWi/s1qw1zZhGJRAwYmM1zb/ydnm49AoGAQ6UVuEL0P5YfrqKn2/C9CDsAXUwUt919LfMvn4XJaEahkKOLjmLE6OLTuq7RYKKrswen04lGowpqAB3m3MNmtLDlv8v8RB1A1aZSCi8YTcvB2qCPy51ajEwduFWvitYy5aEFHPp2B7VbyvB4PKSOyGPgrBGoYgKnm2VqBUlF2TTsKg9YEwgFRCbHoI6L9IveEggEiCRiOqtb2PLG0oDHpQzLRYDAd/2Eggx0GYm4HE4kcilimeRoEkQnB5dupaexg5xJRf2+T70i1tpjQtmPt5xYJkF0dCvTZrTQdrg+6Hmth+txWGw4rbYAUQfe/saNryz2irvvYTtWm6Bj0s8vwWq04LI7kanlyLUq372HOX8J/wR/Qqg1qu8tkinMient3QM41E9qxQ+BRCohOSV05Np3pa6mkSf+/CxrV2zyfpCnJ/Po4/czdPggn6FzX0xGM1arDaVSETRaLMwPh81oof1IY8Bxc6cBl8NJcnE2Dbv9/77G5aUQPzA94DG9qGMiKL58IgNnjwBAqvLPRO2LRC6l6LIJdNW2Yu7bzyeAYddMQxMfFSAIZRol2RMHs/ez9UGvmTupyC8X1mGxYTdb8Xg8CEVCxDIJ+sYOVjxxLAlCrlUiFIuCDg5EZyfSfXQq1m72TpMqotRYugIn2nOnDfVV2UJNnoK3D7CjshGpUk5PY/Bhhp6GdmwGc4Cws1tsOC12EHgroSLxKX6UCwQ4rQ6qNhzAaXeQMXogEckx4a3Y85ywsAsT5iyQNzAboVAY1C8qMyc9ZKTXuUhzYyu3XvULmhuP2UHU1TRw1w2/4q1PnqVkxBDfcYPeRMWRKl577l1qaxrIL8jh1ruvJS0z5ZSMssOcPv3Zaez6aA0zf3cNuVOHUrl+Hx6Xh8xxhSf14S+SiE86nF4dE8HUB6+gs7qZxn1VqKI1pJQMQBGlQRrEnFcgFJA2Ip+u2laMrd30NHb4BFn66IFoEo9Vuw0tXez6aA3NpdXgAV1GPEOvnEL15lI/EVe+di/FV0xi5/9W+g1byNQKCuaMYut/j+VC71+4kZE3zWLXh6vRHxVlAqGAjDGF3mGPo6JSEuJLS8KgDIQiEVveWMaYOy7o971x2o8No7hdLgwtXez5bAMtB6oRikVkjiskb8awgAnlE2EzWNj/1SYq1u71HavdWkZ0VgJj75gXNBYtzPlBWNiFCXMWiI7R8Yvf3MG//vaS33GJVMKfn/j1aQ21/NDs213qJ+r68vT/vchzb/6dyKgIbDYbyxat5M+P/NO3Xl1RyzeLV/PsG39j/ORR4d6es4BUJQ/Z4+ZxuxGKRMQNSCE2JxkPntOKmeuP3onklJLcE57rsNhw2uxEZyUSmRzD4EvGYTNYUEZp0CREIdccHVzo0LPyyY+wGY8NLnVWt7DqqY8Zd9eFVG8qxXXUJLh5fzVimYQJ91xEy8E6TJ16YnOTUcdEsPvjNdj6mBmbOw0YmjvJm16CTK3A5XQhEouwm21+qQ1yjYKkwZk07qvyu//MMQVse8cbX9ib3R3U2FgoQNonCtDY2sPyv/3PNyHscjgpX72H5gPVTH7g8pMW0gCG1i4/UddLR2UzdTsO92vaHebcJizswoQ5CyhVCi67eh5Dhhbw2gvv0dLYSvHwQVx36xWkpiWd7dv7Tmxcsy3k2r7dB7FabBDlzRf++5/+E3CO2+3mT79+gve/epn4hNOLsgrz3ZFplGSMKaBqQ6AlT/LQHGQar7AQCAW+vrUzjdVgxu1wIRAJkGtV/QoKm9lK5dp9gd52o/IpvmyCT9R5PB4adpf7ibpe3E4XVRsOkDY8j6qNx153/Y4jNOyqYNSts9EmRyNXK6jeVIqhpcvv8THZSUgUsoD+vqFXTvb7s1Qpp+SaqQg+XE3DngpvJVDg7cPrrZQ27a8mbVQ+NZsPBtxn1rhBvm1Yh81B6ZItPlHXF2NbD21HGkgfmR/iXTvu9bvcHFm9J+R6+eo9pA7PC2/JnqeEhV2YMGcJbYSGYaOKyB+Ui81qR6VWIpOdf9FVyWmhe/WiY6N8PmdNja3YbcG3/dpaO+ju7AkLu7OARC5l0PyxiCViKtbvx+10IRAKSR+dz+D5Y5F+jz2QdrOV9oom9n6+Hn1jB4ooNQVzR5FcnO0TaOCNAHM5XIjlEoyt3QGiDqB2SxlJgzJJG5EHgMvupGl/dcjn7qhsIi9IxJnH7UYik6DQKlHqtJRcPZWcKcVUrtuH2+UibXgeNpOV7Ucrbr0IRULi89OwW2xI+xgjK6M0jLhhJkOMZhwWOxKFDHcfcVa5bh/Db5iBVCnz9rrZHIhlEnKnFpM7pRiJXIrTZsfcoae5tCbk66nfeYS43GQUJ1G183jc/W7BO20On3mzy+k6mtAhQKZRfG8V2zBnjrCwCxPmLKNSKVEFGTA4X5gxZxLP/fP1oP2CN91xlW9bWSjsv9pzvHVGmB8ORYSKwZdOIHd6CU6rV1jItUrEsu/HxshutuGw2mgprWX7u8cEkqXLyI73VqBvbKdw/ljweNA3d1G2bDuWLgPZk4toOxTcbB28cVjxA9OQqRUIRcJ+rUJkGgUuR+CgRP6s4TTsqUSmVjD4orGAd7AiJsdbSbeZrOz9ZJ1f5UwskzDs2mns/HAVUWlx5M0Y5idMpUoZUuUxsWczmIlMjaW7rg2Px8O2t78huSib4ddNRygREZEYjTJa6+vVa69sQt/YiUQu9Xn2HY9EIaN62yFyJg4J6X3n8Xiwm2wIhJA1cQhNx20R95JUlI1EKcfU3kPFun3UbjuEUCQkc9wg0kflf6ct3zA/PGFhFyZMmNMiLjGWp158jF/d+xjOPh9202ZNYO5F033f8BMS41Ao5FgsgR9MCUlxREYGWmH8lHFY7ThtdkRisV+G7feFWCpGHcSO5Eyjb+5k10dryBxTwN7P1gU958jqPeRMLqbpQDW7P1rjO95Z1YylnxxTm8GC+6iNkFAsIndKUdAtToC8GcNQRKopnDea9opGpCoFKSU5dFY1UbluH8nF2bjdbt/f397/KzRKhi6YRN6MEtoO1yNWyBDLJBxesZOOiiZay+rQZSSQ2k+voEyjZPQtc1j19CfYDGbwQMPuCloO1jLpF5eijo3EYbXjstlxuz3seG8liggVGWMKOLBoc9BrZo4toH53BXaTNaiwM3XqadhVTs2WMoQSETkTixhzx1y2vrnMT+BK5FLyZgzDZjCz4smP/HJj932xgZqtB5l43yVhcXcOExZ2YcKEOS0UCjnjJo9i4cp3ObDnIHq9kaKSQuLiY4jUHRMKMXE6Hnvi1/zm54/75wtLxPzf048GzeL9KeK02dG3dFO6aDNdda2oorUUzB1FVHocMtX5HfFm6tCz6p8fYzNayJk0xGcdEoDHO81authfxPTUtxNfkEZrWfCqXVxeChL5scqYOiaSIZeOD7BFyRhTQGxuMpteW4LH7SEyJRaHxc62t7/1bVHG5CaH3HaUquQcXLqV2m2HcNqdOI57HaWLtxCbm+xXtTsebaKOGY9cTUd1Mx2VTcTmJqNNikaAgLodhylfswe3003ayDyKL5/IjvdXMHDuSGJykmkvb/C7Vu7UYpr2V2PpMgSNWDN16ln99CeY2o/ZyXRUNBGbl8r4ey9m86tLfNY2BXNHodRpKF28xU/U9aJv7KT1cD0Zo76fdJwwp09Y2IUJE+a0kctlpKQlktJPv51UKmXitLF8tOQ13nntI6or6ygcks9VN1zcb5/eTwmPx0PbkQbWPf+lz3LD0mVk7X8+Z/DF48idXIT4e4iYOh5ztxGHyZvFKlXL+xUoJ4vH4/EOEAhgzO1zg5ob90UoEfkmVnvpqGpi4NyRyDQKvylV8FboBs4e6bd9LFXJyZ4wmOSibFoO1eFyOEnIT0MeoUKmVjDk4nGseuoTOqv8I9DEcinJRdl+x1wOr4ATikWIZRKkKgWKKE3AYwHMXQZsBq/xb382JL2TwLE5yTTuraSjssmbnHHkmHDrrG5GFRPB8Oums+XNpUy87xLMXQaaD9QgkoiIy0ul7XA9Zcu2A2A32xlz2xzf++t2uahav99P1PXSdqgO1/QSZv7+OjxuN1KlHLFM4jVWPhLcWBmgemMpyUXZ30vcWZjTJyzswoQJ84OhVCnIK8jh9397CJvV5s0XDsfR+bB0m7w9Z0HStfYv9OaUqr/HD1OnzUF7RaM34P5oEoI2KZqRN80iMjnGNwhzKrgcTpoO1DDyxpns/ngtGWMKfH1mxyNVyrw2IkF64HZ/vIZRN83myOrdNO2vAg9EZyUy9KopqGIDt5IlChkShQxNfGDaTmRKLGNum8PO/632Tc9qE3WMunk2qqPpEm6XG1N7D4dX7MTcZWDAtBL0TZ30NHYQn59G4QWjKFu23U+MRaXGUr2plKb9VQy7Ziq6zERfv9zx2E1W9n6+ntayOgouGOV3nV5M7T10VDYRk5WIpduIVK3A0m3EaXNQsXafnx9fa1ktVr3ZJ+xsRgs12w6RODgTTVwkVoOFxj0V3gEJoHL9PsbcfgEisQhLt5HOmhY6q5tJH5lP3vRhlC7ZQletv52RUCIK98Sew4SFXZgwYX5wZDLpeTkB/H1jN1sDMlZ78bjdGFq7fBmn3weGli7WPfuF31a5vrGD1U99zMzfXYs6NvKUry0Ui0gsTKdxbxWGli6OrNrNiOtnsPWtZX6WJEKxyJuhqlYG9dcztnaz76sNjPvZfDxOFx6PB4lSjuwU+hAlChnJJblEZyVhM1kRioS+aC3f62/qYMU/PkQeoWTogslsfGkRjj4TpUKxiFE3z8JhtXtFqgByphSz470V2AwW1jzzGTN+ey0RScEj9ix6E9WbSskYU+CtaIagdvshxt11Ifu/3EjejGEhBx/AWzH0PZ9AwPBrp9Gwq5yO6maUURpG3Tybxn2VXosbD4AHU0cPa//zhZ+1i1guZdRNsziweLOfAM+dXIQ4/IXsnCU8txwmTJgw5wgnqoKcTsXsRDisdkoXbw5qlOu0OajZUhbUxPhkEQqFxA9Mo277IcCbubr74zUMv246RZdPJGNMAYMvHsfkBy6nZvNBKtbuZdpvrgqotAnFIoYumIwyUo0qJgJ1bOQpibq+96XUaYhKjSUiKdpP1NlNVnZ9uBqXw8mA6SXs+XSdn6gDryfezg9WkTe9BEWkmhHXzaB+xxHfVrHb5ebQ8h047YH+cwBdNd5q2Am9gD3QdqSBxr1V3t7Efs7v9R4EMHcYWP/8l5Sv2UtHRRN12w+z4aWv0CboSCrKInvCYNwOFzs/WB3g1+e02tn29jfkzxrhO5ZUlEVUatwJbjbM2SRcsQsTJkyYcwSpUo4mPirgAxa8EV2nUzE7EU6bnc6a4Aki4BUVTocTyUlYoDitdqwGM501LbidLnQZCci1KsQSCa4+24aGli42vPQVmvgo1LERKCLVHPpmuy+btmLtXiY/cDn7v9qEqbWb6OwkBkwdGnTL9fvAbrH5tkaVUZqgPxfwbncqdRoKLxzNkdW7fdUtoVhE2og8UopzMHX0IFXIAqK6xHLv+9lyqJ6iS8eHrMSlDh9A84EatEnR9DR2kDAwPaivnTouEkWE9zmsehPb3v4m6Jb2vi83MuG+i9EmRGHVm2k6EPx57WYbAgGkjswjc3QBEckx/drIhDn7hIVdmDBhwpwjKCJUjLx5Fquf+sQ/YUAAI2+a6VdNOtMIxd5sV0t3YLA9gCY+EpH4xBVDu8VG7dZD7PpwlV+FL29GCQOml5BclE3ttkN+jzG0dGFo6SJ12ACqNuw/di2TlbJvtjPiuhng8SCWSxBJfpiPLbfbjUgiRqyQ4rI5EYbokevFYbGz84NVvn43iULGqFtmU7u1jI0vL8LtcqOM1lJ06Xji89N8FjaRKbEIxSLMHXrUcZFEZyfSUdHkd21VbARpI/IwdejprmtDLBVTdPlEbP/9hq6almPnxWgZdvVU359tJiv6ps7gr8/pwmV34Ha5MXcZgvZ19uJxexh5wwxE4rBkOB8I/5TChAkT5hwiKjWWWb+/jurNpbRXNKGJjyJ70hDU0VpEkv7FxekgU8kpuGAk6577MnBRANmTihCKTvz8prYedn6wMuD4oW93EpOTwqCLxtK0rypgSzM6KxGXw4VVb/Y7Xr/jCEMuHnfKvmlWvQljWw/NpTVIVXISCzNQRKhCThebuwx0VjVTs7UMiULG6FtmI9MocdkcSOTSgPsGEAiFKKO1aOKj6GloB2DIpeOp3VpGVFocsbnJdNW2UrO1jE2vLmHMHReQUpyDQChAEaFi9C2z2fTqEtoO15M3rQTTUAN1Ow7jdrpIHJRJ+sh89n+1ifqdR3zPKVHIGHfXPDxuD8a2HlTRWsydera+/Q1THrjCe1KQbfW+eFxuNr+6hJwpxUhV8pDmx9pEHcbWHpr2V+F2uUkclIEySnPCyeYwZweBJ1hDxY8UvV5PREQEPT09aLWhR9DDhDmf6GjvorW5jYa6JuISYklMiiM2Pganw0lTYwsrv1lP6d5DFA0rZOLUMSQmxyM6iQ/oMGcXt9uNy+5EKBH9YD8vm9FC+eo9lC7e4uu1E4pFjLhhBklFWUhOMPDidrrY/t5yqjcFNwXWZSYw7s4LcTmclH2zncY9FYjlUjLHFqKOjWDrf78JsDgRikXMffymUxJ2lm4jm15bQnt547GDAhh+3XRShw0IsOswdxlY+5/PA6pcWRMGE5UWh9vpYteHqwOeZ8C0obhdHlKH57L66U+QqhVMvO8SmvZWUr3lIA6zjdgByWSNG8yBxZux6k0+I2Lw5sBaugw07qsiMjmGfV9uID4/DaFIiKXHhCY+KsCLr5fx98zHZrRRtmwbEUk6MsYU4jBbcbvcxGQnsfbZz4NanQiEAqY/fBXf/vUD4vJSiR+YFjSqLaEwnZzJRax/fqHf8fRR+RRdNuF7rSKHOcZ30S9hYRcmzHlMU0MLv7zz95TuO7a1lZyayGvvP01rSwd3XPsAtj75rEqVgtf/928Kh+SdjdsNcwZx2p1HMzyPWnqcIRsUh9WOzWCmp7EDoViENkGHXKs8qS1Qh83OhhcW0noouAeaMkrD4EvGodRp0MTrcFptRx/n4Nu/vBf0MRljCii5esp3nsJ0u1yUfr2N0hBJDbP+cB3ahGjfwIrL5aJ6YynWHhNul5vGvZW+6hvA5AcuR6aRY2jupnTxFnoaO1DHRpAzuQinzcG+LzYw/ZGrEcu8fYR7PlkbYKQskogYe+c8try5jEn3Xxp0CMHtcmNs66Zq4wE6KpvInTqU/V9uDNnflz1pCAmFGTTurkCTEMW+Lzb4tsC1iToGXzSOja8sChh8GXTRWARCAfs+94q5grmjkChlHF6+A0u3CZFUTNaEwWRPGMw3f3kPt9OFRCEjfVQ+kamxOK0OIpKjic9PO8mfSJjT4bvol/BWbJgw5yn6HgOPPfJPP1EH0FDXxIH9h/nbH/7tJ+oAzCYLD939R97+7Dli48JJD+crxvYeypZtp2bzQTxuN8nF2QyaPxZ1bORp+4tJ5FIkcukpDWqIJRLi8tNCCruojHhaD9XRVdPKkMsm4LI7cFodiGRiUkpy/bYawRu9VTB3ZICo680l7i+Q3mqwUL5qd8j1+l0VxA6wEpkci1Qpw9JhwNjWTdP+akRiERmjByLXKtn+7gpcDie1W8uw9JgwtHRReMFoIpKjaStvpGLtXvSNHYDXhFmqlNFd1xY0HcPlcHF4xS6yxheG7Gmz6k1sem0Jigg1UWlxiCTigO1pv/N7TDTsKie5OJsNL37lt6Zv6qRyw36m/upKjqzcRWdNC0qdhoGzR6KK0fpV6EqXbCE6M5HCeWOQKKQIREKisxPZ+cFq3E4XcXmp5M0ooXz1Hmo2H0SqlpM5dhDquChUunC82LlEWNiFCXOe0tXRzcY1W4OuiYQiOtqCN0031DXR1dETFnbnKaZOPaue+hhL17Ehh7odR2gurWXGo1d/r5OzJ0IgFJA2Io/qTaWkluSiiY/yGuRuKaOnsYOs8YOwmyxo4qPY88lanFY7iYMySCrOJnFIJgmF6dRuO4TDYic+L5WEwRlI+/RxWfUm9M1dVKzbi8ftIWvcICKSY1AEm9J0e7CbA3vGUocNIH30QGwGM6Z2PTKVHIfZyqqnP/EbHOmqbSUmO4niBZPY8d4KnHYHQpEQY2s3W95cijoukoK5o3yiTqZRIlcrsPSYgk6r9tJSVsvA2SP8EjL60rivip76dnrq22k+ACAgOjMh5DXj8tNQxUTQuKc86HrTvirsRgtj77oQPN5MYIlChrG9h+SibOq2H/ad21HVREeVd3BjyKXjiRuQik1vRh6hIndqMRte/Aq3yyuqHVY7+xdupL2ykZE3zjwj6SRhzgxhYRcmzHmK2WwJelwoFOJ0BvfM6sVhd3wftxTmB6BpX5WfqOvFYbFxZNVuhlwy4XsdsjgRUpWcEddPZ9+XGzm8cheKSDU5k4qIyU3C1NZD1cZSv2pW+Zq91Gw9xJjb57Lzw1UkDExHLJXQUd1M2bfbueDxm5EqZFh7TOz4YKXPCgW8gxVxeamMunlWgI2ISCYhNifZL8khZ3IRcq2SDS8u9G1NCgQC8mePIGNMAQe/9v+i1F7RSMbYAhSRauLz0yhdsgV1bAQOqx1jazcetxu5VonVYGb4ddNoq2ikfscR1HGRId8foUiETKsMOtdgM1qoWr/f71jN5lJG3jSLlrLagO1UuVZJ0uBMZFplv9VJi94MHg8CoRDBUS9E2VEhljGmgOpNpX7n6zITSCnJRSKXkjQ4E6fdQdnS7T5R15fm/dWYOwxhYXcOERZ2YcKcp2i0asQSMU6Hv4hzu93IZFIkUklQAadUKYiKifyB7jLMmcRhtVO340jI9ca9leTPGhG8gvUD0V7eyPrnj03WGlu72f3xGjLGFJA5rjDoFqXDYqNi3T7iBqRSvnrPsQXBsR3LzpoWP1HXS+uhOlrKaskYXeB3XKaSU3TZBFb840NvOoVcSlxeKhtfXuR3nsfj4eDXWxl18yyvSDtu27NpXxUZYwrQxEdRdPlEDM1dyDQKpAoZxrYecqYWk1KUjcPqwONyo02KJi43mcPLdwZ9f9JG5OGyO+Akt8ztZu97M+Gei9jz6Tp6GjtAAAkD08mbOQyX3YFILCKhII3mA9WAdztdplVi05tJGJRB1rhB7P5kHfrGDrSJOnImDcHY3kN0ZiIOq42kwZk07a/G5XSSUJCBLjMBdYzXKzB1+AC669soXbwl5D02HahGlxF/Uq/nx4TH48HaY8LldCEUiVBEqM6JqLWwsAsT5jwlOlbHlddfzHtvfBKwdriskp/94kaeffK1gLX7H76T2Njg8UZhzm0EIiFSpSzkukQh+17TKU6EudvIzvcDrU4AqjeVkjm2EIFAEDTdomlfFSNvnEnlun2+Y/H5aUiVMhw2O4dX7gr5vEdW7iZxUGaA/YY2KZopv1rArg9XE5EUTc3WspDXqNpYStqIPA6vOO55BAKyxhey/Z0VCMRCUocNQCwV09PQQeLgDIQSMTv/t8rXVxiXl0LioAwGXzLON5jQizJaS+rwAWx/dwVjbr8g4B5kagWZ4wfRddx7aDdZMbbryRhTgDJai0AgoL28gY2vLEYAzPjttSQXZ1O5fj95M4cjFAkxdxpQx0WijNKw8dVFWDq9Vd6ehnbqdhxm2NXT2PXRatJH5qNNjkEV6/UplBxnoqyK1uJyOBEIhXjcgRU7AIn8pxcvZjVYaNpbyf6vNmHpNiLTKBk4ZwRpw/OQa89u9fK8EnZr167lySefZMeOHTQ1NfH5559z8cUXn+3bChPmrKBQyLn17msRi8X877+fYbPZEYlEzJk/jYuumI1MJiUzO43nn3qD2poGsnLSue9Xt1FUUogknPN4XiKWiMmdOjRo5Qq8thtn01vMYbZ5zW5DoG/uRB6hCmqC7M2FPSYcJHIpxVdMQqqUYzfb/A2bj8PlcAaNOxNLJcRkJTLmtrlYDSZ2f7w25DUs3Ubi8lKQKmVkjh9EdFYiuD2oYiKo3XGE7MlDaDvcwJ6P12C32IjNSSF5aDYrn/wIZx9vu9ZD9XTVfMmk+y9Fc8cFNOypxG62EpeXilKnYdvb32LtMYWMZ0sanEVF8h56Gjp8xzLHFrD/q81Ye4LnCHdWNZMyLJcxt1/A+ue/xNRxzN5EFa1lxLUz2PrfZceqkR44sHgz4++ej7G1m6r1+1FEqUkszAg6Xa2M0pA6LDfAWLqXhMKMkO/rjxGXw0nlun3sX7jRd8xmMLP7ozWY2vUMmj/mjE2pnwrnlbAzmUwUFRVxyy23cOmll57t2wkT5qwTE6vj3odu5aobLsZsMiNXKIiJjUKh9H64T58ziaEjhuBwOJFKJeiiI8/uDYc5bbSJ0WRPHEzF2n1+xxMHZxA/MP0s3ZWXE1ULZSq5L5nheNJG5KGOjSQiJZbEwnSyxg9CFe3dDpQopKSPyKejogmRVEz2hCHEDkjG7XThtDm806gh8mLdThcSpQy3yxtt1lnVHPQ8XWYCsbkpR/3cNnLomx0AR7dgJ2Bs60amkpM3czjtFY0IRAIq1u7zE3W9OKx2qjcfxNJtRCAUMGj+WFoO1rDplcW+9ylUH6QySs2Eey+maX/10RQOAZEpsSFFHUBXfRtxBWlsfv1rP1EHYOrQs+ezdeTNGMaeT9cB3r7CkqunsOuj1X4pF7sFaxhx/Qxff10vYpmEQReNpb2iEXOnv3AvvmLi97r177DasR4dSHFYbMQPTEcVoz2rPX2WHhMHvw6+NV2+eje5U4rCwu5kmTNnDnPmzDnbtxEmzDmFTCYlOTUx5Hp0TFTItTDnH3KNgkHzx5I5fhC1Ww/hdrp8ouhsbwFJVXKisxLpqGwKWBNJRKhiI31bhn1R6jSklgygfnc5k35xCRKlzM+UWSAQkDQkC4fVTlJRFoe+3cmmV5fgdrqQa5UMumgsDqsNmepYtdJps2Ns11O+ajf6pk6iMuLJnjCYqvX7A6p/QpGQjNEDcVjtbH/nW78+O0u3EafNCQio23EYl9NFYmEG6aPy2f9VcI888A5eJBRk0Ha4nsY9FUQkH5tCTx0+oN/KqjJKQ/aEwaSU5CLAg9PhQh6hCinuolJisRssfr57felpaEcTf+z3QEJhOm2H6wOiy/DAtre/JTorEUmCzm9JHRPB1IcW0FbeQP3OIygi1WSNH4QyWotEEbo94HRwWGzUbj/MjvdX+Jot9y/cRPzANEbeNOus9ZLaTdag+bvgjV+z9JjO6nT6eSXsvis2mw2bzeb7s14f6L4dJkyYMOcbMrUCmVqBLu2Hb1j3fnAZcdq8TfsyrdLnMydTKxh+3TRWPfWJXzyVQCBg2LXT6axuJmv8IGIHpFC34wgytTfiS6pRsOX1pdhNFnImDglajRFKREQkR7P97eU+Sw4Aq97M9neWA5A5phCBUIDL6aK5tIaNryz2CYL2ika6alqYdP+l7Hh/pU8EaeKjGHTRWGq3H0YTGxkwPDF0wWQOL99JZ/WxSt+R1t3U7TjMmNsvoOVgTdBtVZlGCR4PhfNGs+WtZZRcPQUAdVwkg+aPRSgWYeo0YDN4n0+uUSKPVPl588mOViElR6+z470VAc8jVcrQZSb063UH4OpTKU0dNoBdH68JeW79rnIK5owMOK7UaUgfmU/q8AH9egieKcxdxqCvueVgLbVbyxgwreSsDCucaOr8u5ppn2l+1MLub3/7G4899tjZvo0wYcKE+VFgM1lo3FPJvi82YNWbEYqEpI3MZ9D8Mb7Ir4ikGCY/cBlN+6rpqm1FEakmoSCNyg0HiEqLx9DSTcXavQy+ZByd1S3U7y5HFR3B8OumU/bNdhy2Y5PcvSLSbrIe3W5VkD9rOOYuA4dX7MLU3uM7d98XG0gYmI5Sp8HaY2LrW98EmAC7HC4sPSZG3jQTgUCAQCSkrbyBfV9sICotjo5q/21apU6D2+32E3W9WPVm6nYeIakom4ZdgR5yOZOGgEDAjg9WINMoEIqEjLxpJrG5KchUchr3VbL9neVEJMeQM7kIc4ceiVKGKjoCRaTKL+lDIBCQXJyNudPAoW+O2Y6oYyMYe+c873263CEHUwQCASLxMTEikopxmG0B5/leWz/bvtC/MfSZpGZL8Gg6gMMrdpE2Ii/A5uaHQKZWok2K9nkY9kURpT7rlfMftbB75JFHeOCBB3x/1uv1pKamnsU7ChMmTJjzE4/bQ+OeSra9/a3vmNvlpnpTKfrmTsbfdaEvN1ShVSGSiBAIBPQ0tFO+ejcCgYDY3GQUkSryZ49g/QsL/cSFUCxi5E2zfL1JbrebrppWarcfQh0bwYGvNvuqgJr4KIqvmEjpkq101bQAYDNYcB4Vhd7tU3+rn8xxhejS49n90Wos3V7hEjsgmfxZI/C43NjNNjSxEX6Pic1NoWl/dcj3pH7nEYZfNz1A2GVPGoK5Q8+BRZuJSo9n4NyR1Gw+6DUTjtbSVdfKxpcXkTpsAHEDUtj232989yuSiBh65WRShg1A2meLU3506jJzbCE2owWRRIRMo/RtR8q1SjLGFQb44AFkjC3AqjcTmRpL/MA0tEnRRGcnBm7FHiVxcGbI13yyeDwerHoTHpcHoUR0Sj1x/Q3i2IyWoCL2h0CuVTLmtrms/tcn2AzH/EQlChnj755/VsRmX37Uwk4mkyGTfT97/2HChAnzY8NutuEwW/Hg3eKTKo8NJFh6jEFD4sE7lWlq1/uEnUyjJGNsIYmDMumoaiKlJAdllIaqjQfQpcez93+rAipGbqeLnR+sZMYj1wBg7jSw5Y2vGXTRODa/tsTvXENLF1veWMqY2+ey7jmvZ55AKEB4dIvs+K1RVbSWuLxUtryx1O942+EGDC3dlFw5mc2vf03ulGLK1+71Vfo8HjdCUeitPqFQiCYukll/uP5oMoSHmKwkWg/XIxCLGH79DNqO1NO0t4qUoTloE3Q4bQ4OLt2OSCwmfWQ+619c6FdZdDlcbH93BdrEaGKyk3zHHTYHNr0Zu8mCWCZBplH4iSWJXMqgC8cgU8k5smo3LrsTkVRMzuQiBkwrQSKXEjsghZayWqo3ljJ4/ljWPPNZgDjSJur8+gFPBaveTMPuckq/3oqly0hEcgxFl01Al5HQr13P8SQXZVO7Nfgkbmxucsj0jh+CiKRopj9yDV21LXTVtBCRHEN0ZqKvcn02+VELuzBhwoT5qeJ2ubH2mLBbbIgkYmRqRcgPVY/Hg6G5i92frKW5tBo8Xj+2oQsmo0nUedNMbI5++7haD9Uh1ypRHTW2lSpk4PGa17Ydqvc9NnNsIfqm4HF3dpMVi96EKkZLR0UTqcMGhExUcNoctFc0+ipPKSW5vteniFIjkoh8De6Z4wdx6NsdQa9j7TFh7jaijNZSu62M4ismseeTdXjcbloO1lF02XjqdwaP60ofPRCJQopcqyIiyesN6XF7kGkUbH93Ba2HjpkxH/p2BwUXjCJr/CD0je0kFWVRt+NwyMzY0iVbGHPbXCRHUzdKl26lYs0+nyVMZGosY26fiybu2FCEIkJF4bwxZE8cgtPuRCwVI9eqEIqFdFa3sOaZT32VQUNrF2PuuICDS7fRVdOCSCIiY3QBA+eMRHmKFSeH1Y7dbOPg11v9/Ah7GtpZ+5/PGXXLbNKG5510X1x0ViKqGC2mdv/+eIFQwJBLxvt98TgbqHQaVDoNKcU5Z/U+jue8EnZGo5Hy8mP/wKqqqti9ezc6nY60tLSzeGdhwoQJc+5gM1qo33mEfV9u9G5fCiChIIOSq6f4EgX6YurQs+LJD/2qaK2H6lnxxIfM+O21aOIiEYpFCEXCoLFSADKNgs1vLWXs7fN824Muu4O2ww1+gtAVwu7Et273TqzqmztQxUR4K2gh6GnsQB0TgcvuJGN0Aa2H6kkoTEcRoaL4iknsOGr0q4mLpLu+LeR1uuva0MRHUbv1EE6bk/H3zMdusGDuMRKRFENycXaAd6AmPoqUoTm+aC4fAmjaX+0TdYpIFRKFDHOngdLFW0ganElkahxyjSKgp68vxrYenHYnQomYinV7KV+1x2+9u66Ntf/+nCm/WuAnxEQSEapord+55i4DG1/+CqfNQeyAFNJH5iNRSLF0G8meOJjYnNmIJCKkaiVi6XeXBU67A2NLNwcWbyZ74hA/UdeX3R+vITY3OaCqZekxYe0xYdWbUR7tUZNplCijNEz+5WXsX7iJuu2HcbvcRKXHU3LVZLSJuqDPEeY8E3bbt29nypQpvj/39s/deOONvPXWW2fprsKECRPm3MBhsWE1WGgtq/WJGgA80HygmrX/+ZwpD1zu1wPkdrmp3nwwaDO90+agfLU3f1auUZI6Io+azYEN7WK5FKlSTkd5EzaD2SfsRFIx2vgov2Z8j9uDRCHDYQl8PoFQgFLn/dDXZSTQU9+OKlpLtzm4KNPER5E2Ig99UwebX/8ah9XGrD9cT0RiNKnD89AmRXNw6XZvmkKEytdbF+w6EUnRCMUidGlxeFxumg7WkjI0h5VPfsT0R68haUgWdTuP4HY4SSjMQJcejyxCidPmOOpL5/04tenNHF6xi+jMRPJnDceqN2E1mIlIjMbSbaRqUymF80ax97P1RCRGh+xzi0iKRiQWYdWbOLRiF/ED00ganIlAJKK9vIH6XeWYOvQYW7tPWGGzGSxY9RZG3TwLfXMn+77ciM3g7bnLnzkcj9uDUqft9xqhsFtsmDv0NOytwNJjwtjWE/Jcm8GC3WzzE3aG1m7WP/8lhpYu37GYnCRG3zoHZZQGVXQEw66ZxqD5Y33RcGfThPt84LwSdpMnTz5rzZJhwoQJcy7jsNio2lSKWCqmdMnWoOcYW7sxtHT5CTun1U7z/qqQ1205WItjjg25Rsngi8aib+6iq0+lSSyXMvLGmRxcug3w9un1IlXKKbxwNK1PHYu9q1y/j4K5I31muX3JnjjEN70ZlRpH2bJtZE8cEtTyQiAUklKSy8ZXlmBq6/Ydr9pwgKLLJiBVyojOTKD4sgnU7y4na8IQDny1Keh1IlNiObxyFzKVnLqjlU6AuAHJxOQm0dPQhkztnch1O11I5FIEQiENO8tp2F2ORCEja8JgVNFaBEIh6rgIssYNYsubS/2GOHSZCQy5ZDwyrYq0EQOQKORUbyoNrIIKvO+FsUOPSCpm1E2zaC9vpHztXkRSMZGpcYy/Zz67PlyNoaWLuAEpIX9+4E1KKJg7ktrth2nad+xn3V3XxubXv2bsnfO+cwXMabOjb+5i/8KNvunnnMlFJxRdfU2sLT0m1r/gL+rAmze844NVjL55FhKFDLFMclb76c43zithFyZMmDA/VVwOJ1a9GXOXAYFAgCJSjfzo9Cl4Pb92f7SGMXdcEDSyq5fOmhbi8o65AwjFosDtxD5IVQqER82ClVEaxtw6m666NgxNnci0SmRqha9PC0BxnNVDRHIsw6+fzu6P1uC0OWgtqyM6M4GxP5tH6aIt9DS2o4qJIGdSkfeL+9H2K6VOw4jrZ9J6pJ68GSUcXrHb118mUcgYumASBxZt9hN14BWvHpcbgViEvqmTFf/4EJfD6UtUqN95xHeuSCJm2DVTObJ6Ny2lNQGvvaumhWHXTGPlEx9i1Zu9AkMuZfStc9j61hK/FIbGvZUMuXQC8QNTKbp0ApteWxIwmdtZ1UzN1oPoMhJIKs7B1NbNuLvns/2d5b6fmUyjYPBF46jaeICGXeXM/MP1VK7bR9qIPCJTvQkUqmhv31nJVVMQCPrvV3PaHMjUCiLTYjmwKLih8u5P1hKdmfCdpjnbyhtZ99wXvh5Bm8HC9neWM+XByxHLpUETOXSZCX7Cz6o3YWjuCjgPoGlfJVaD+XszP/4xExZ2YcKECXOO47DYaNhdwY73V/pSE8QyCcOunUbSkCwkcqlPsHhcbsQySYCo6EV1XI+dWCYhb0aJXyWnL/mzhvsNXci1Kjoq99K0vwqH2ebXP5dcnB0gEqVKGemjBpJYmIHVYAGPxytSDWYKLhh1dMjDSNXGA2gTdWRNGOx7rCJShVAkJLk4m7SR+Vi6jAjFIjweD6WLtwRNuIjLT0UoFmE3Wdn14Wrf+7X93eXkzRzO+HsuwtDShTo2Ak18lHdgZH81cq2S7IlDiEiJweP2YDOYEUklOK1232t02hwkDs6kdtshP1EXmRrLkEvGU7+rnKoN+5GqFORNL8Fpc7D7k7V+AxI1m8somDMKVbQWl8NF2bLtjL1zHpYeI3iObn+v2UNnVTPquEh6GtrJmVzMtne+9dvSjkyNpeTqKahCbKE6rXYMrd0cXLqNqPRYxJLQEVfmDj0Oq52T3eA0dx81Dg6ygbb38w2MuX0uG15Y6FeJlGkUjLxxpp+w62sVEoAHnNbgf4fD9E9Y2IUJEybMOY6+pYut//3G75jT5mDLG0uZ8eg1RKXFYTN6PyTrdhwmY/RAytcEDh2IZRJ06YFpFRFJMeTNHM6hb7b7Hc+eOBhdhv/5YpmE/JnDEAgFvoZ+oVhExuiBFM4bHZDZau0xYezooaOiCblWiTYxmsoN+2neX010ViJZ4wdTub4Kc5eBsXdcgKTPlptEIUOqkLHyyY8Bb8+eVCFj6NVT/NInfOcrZSQNyQK8vV9tRxp8ax6Ph7Jl2xB8K0ARoWbA9BISB2WgS4vD3Gmg6NIJHFi82VfVUsdGUHL1VETHDRMkF2f7ki7AG6M2+KJxbHxlsV+Vqr28gbSR+QycPZKDXx/bGnc7Xb68XIVWhSY+isp1e6naWBrwemKykxBJRGx/b3mAaXB3XRsHl2xl2LXTAh7ndrtpKatjw8tfgQc6qpopvnxCwHk+BN4t6ZPFYbYFZMb20lHZhMvuYPw9F9FR2YS5y0DcgFRicpIChjr6qxAKRcJwte4UCQu7MGHChDmHcdgclB3tXwvGoW93MPz6GSQXZ1O+eg+NeysZfescDG09ftuLUqWMCfdejCIq8MNUplYwcNZwMsYMpPlADR6Ph8SCdOSRal+sVV/kWhWD5o8hZ9IQnFYHIpkEeZ9osV7MXQY2vrSIzqPbtOAVgSOun+5tuN9dQdO+KsbfezHahKigH/TR2UkkFGbQfKAal92Jxe6kbvthRt08m31fbPAJjKj0eEZcPx2X00nZtzuIzUkOmsTgcXswdxm8iRK1raSNzCcuP42NL33l1x9obOth3bNfMO3hq0gflU/NljLf/fetRGWOLeTwip1Btx5rt5Yx/u753sccFXPKKA2io+JVHqGi8IJRHPp2B7qMBHImD/G+h0IBlm4jpg4DeMDSFXxrvelAddCqlrXbxLZ3vvVV1NSxESgi1X730Zf4gelBY7JcDieWbiMtB2sxdRqIz0tFm6g7oV2J3Wxj+7srUMdGoo6LJHZACsogf+/kWiWxeSm0HaoPWMsaP+isJzicr4SFXZgwYcKcw7jtTgyt3SHXDS1duOxOtAk6otLi6KptZcubyxg4ZwS5k4swtvegjY9Cm6hDHqkOGQclVcmRquREJEaf1H2JxGJU0YHWKb047U4Ofr3VT9SBt2K17Z3ljL3jAloP1ZMxthCBAFrL6hCIhOgyEpBrlUjkUp8P3bBrpmLtMXFo+Q48eMVUZGoccQNSsJttCIQCRFIJh77ZQfnq3QDkTikmoTA9ZHKENkHHqic/IuaocLQHmQr2eDzs/2ozw6+dilgmpWrjAVrL6kguyqJuh3frW5eZwKHlwT3yANrKG4hMifXFkg25dLzfFKsiUk3WhMFoE6PZ+9l637avOi6SoVdOxmkJFIzHbpCgQs1mtPhl9YplElqP1DPs6qlsf2+5n4GzMkpD3rSSAAHscjhpKatlw4uLfL2NZUu3oYmPYsJ9FxOZGkt3XeC0skgiQqZWYDdZ6TQ101ndTExOEjkThwBgNZi97QJHp1tH3TSLXR+toXF3BR6PB6FISNb4wQycOzI8MHGKhIVdmDBhwpzDiGRiIlNig+ZSgrdSJZaLEYnljLvrQspX76Vi7V4OLNpM/MA0ii6fiCY26oTB5Wcam8Hs215Ux0UyYFoJ8gglHrcHj8uNw+ag+IqJmDoMrPn3Z77qkkAgYPCl40kZmsORlbtp3FOBWCZhwLShDF0wGZlWicfl9lWSzF1G4vJSkShl1G47WlU7mgFbdNkEOqtbfNvUvQyYNpTmA9V43B5UMRG0lzcQiq7qZhAIKLp8Ivkzh+F0OL32MaW1QS1bjsc73OBBEalmyCXjiC9IDzjHYbax/b3lfj1rxtZuNr26mCkPXBHy2iKpGEkw0+njCmo9jR0kDc6ifnc54+++iPaKRqw9RqLS4pFpFFSs30dycTaeLA/qo7Fqlh4TG186Jup6MbR0cXjFLkbcMJPVT32Mo2+lUgBFl02kYq2/j13TvipSS3JpOVjLwaXbsOrNxOQkUXjBaDTxkYy4YQa2S8bjtDmOGj4HVn/DnDxhYRcmTJgw5zBiqYT8mcOp23YooKoiEArJnVKMSOz9Va6M0lA4fzQ5U4rA7TnqL3dm+5TcbjfWbhNOu8ObaKEJbmrrdrlxO11eP7fZw9nzyVqfx5lUJafo0glEpsax++O1fo/zeDzs/XQdqmgt1ZtLff56295ZTvzANEbeNIuumhY29BEdB7/eijZRx6hbZtNR2YwuPY6ehnYsXUYm/fIyGvdU0FJWh0ytIH1kPp3VzRxecdSexWTtt9dLHuEd4BBLxYhjInA7Xbicbmb87loOf7uDnsZ2Egq8W8XBSB6aQ1RGPA6zje7GDmIHpECf7W27xcb+RZuDDiI4rQ6sRjNx+Wm0ltUGrOfPHO6LceuLTK1ArlX6qn/mDj1iuQRDSxfrnv8CXXoCUrWc1uU7MHcYGPuzeWx/dwUCoYBpv7kSlU5LZ2VTSDPqijV7yZsxjBm/u5b6HUdoPVKPMkpD0pAsaraUBbwXyig1tdsPset/q33HGnaV07inkikPXk5MdpJfLm6Y0yMs7MKECRPmHEcdF8H4ey9i23+/8X1YKyJVjLxxlq/C0otIJDrlSKgTYTWYqd12iNLFW7CbrIgkIjLHDWLg7BEB4kgsk6CKjaBg3ig2vrzIlygBXjG17Z1vGXfXhX4CpC+1W8tIKc6hauMB37GWg7XYjBY2vhxYSdI3dVK7tYyo9HjWv7DQd1woEjL69rmklOQCsP6FhRj7bG03l9Yw9s55VG7YH1RcDV0wEZfDRVddGwIBdNW20rCngsTCDAZMLwEBpAzNpbOqKWA7N2v8IOp3HPGLM+uubWP0rbN906Eum4OeflIxylfvZeQNM9j/1SZqt5bhPrqNmT9rOFnjBgWtxCoi1Yy8eTbrnv3C9z7t/ngNI2+aRd32w9RuO4Tb6SIqLY6iSydQteEANoP3Z9C0t4rsSUOwGkNPrHrcbtwOJ5r4KPJnDSdzwiA6q1u8k7BBtoYzxw1i1T8/CnqdHe+vZNL9l/rl3oY5PcLCLkyYMGHOccRSCQkF6Ux/5BrsRgsIvP5yikhVUB8zl9OFtdtId0M7NqOFqLR4r++d5tQd+11OF1UbDrDviw3HjjlclK/eg6lDH2BloYhQMfLGmTTtrfITdX05vHwnGaMLKDtuGhfA0m1CHRvpd0wdF0n7kYaQlaS67Yd9U7G9uF1uNr68iEn3X0bTvkqUOo2fsHM7XdRtP0TxFZPY++k6v2uPvXMePY2dbHx5sVe0CSBhYDq504ay9c1llH69lSkPXO4NhH/0Gmo2H6RpfxVStYK04XmYuwzsP2p23EvLwRpsBovvvXJY7aiiI0Lm8KpjtMgjVZRcNYWCC0bhsNgRSUT9mvYKBAJic5KY9ftrObJqD111rWgTdSgiVQyaP5bk4mzcLjdCsQiRWET6qHyyxg/C2N5D6+E60kcPJCYrMei1wTuMIZZLsZutdNW2sn/hJrLGDyJpSJafTyACKLlqCnaTxdcveTw9De04zLYzKuzMnQa66lrprm8nIjmGqLTYkLYwP0bCwi5MmDBhzgMEAgHKKHXQ6cK+uJwu2o40sOGFhT4PN4CEwgxG3DDDF/fVi9VgxuP2IFXJfakPwbD2mPxsO/relzbBGxvWXt6IRClDFa1FEakmIimGsmWBoq2XnsYO0kbkBV3TZcSjb/LvKxTLJNj6DAUcTyjBhwca91Ri7tSTM7mI1rI6v+WaLWU47U5m/PZajK1dOB1OYjITaTlUx64PV/tdp7m0BlOHniGXjGfbO99yYPFmSq6cijomgoFzRpI7pRir0czqpz4JKdYsehPaRB3mbiPb3v6WrAmDgtq3CAQCsiYMRigU4nQ76K5vY8/HazF16BEIhaSOGMDgi8YGFS0iiRhtYjTFCybhsjsQScWIxGJsRgsHFm0hb/pQ6neWU7fjkK9SqU3UMezaaQjFQpQ6LbEDkmk7HNh/WLxgMlKVnJrNpWx/15sK0lnVzMA5Ixl314UYWrqQquTE5qYg1ypp2F0ecA2/13mCKdvvQk9TB6uf/sTPI0+qknsFeHLMGXuec5mTN64JEyZMmDDnPJZuI+uf/9JP1IE3K7Z89R5cLpfvvPLVe1j99CesfPJD9i/ciLE9dM6nw2IPano87LppmLtMLHv8XTa89BWrn/6Ebx5/l/aKRkQSERFJoadsVTERWA2B4kcsk5A0OIvmA/5pEMbW7n7js9RxkSHFlLXH5I0B21XB8Oum+VlpaOKjyBg9ELvZQnJxDukj8hGIROxfGBhBBt4BAqFEhFQpo277Eax6r8ecUCREqpIjQBDyPgCfhYxNb6ajsglTew/5s0b4ecmJZRJG3z7XJ9rajzSw8aVFmDr0gHcbs3ZLGeue+6LfpBGRWIRUKff1YcrUCoZcNp72yibqth/y237WN3Wy5Y2l2IxW5Folo2+ZQ/6s4YjlXnNjbVI0k35xCbE5SVh7TH79kR6Ph9IlW9j06hLqdh4hoSADTVwkErmU6KykkAkZcfmpAd6Hp0rvwMfxxsd2k5UNL32FpSd4VvCPjXDFLkyYMGF+RLQeqgva5wRQvmo32RMHIxAI2PjKIjoqj2W+HvpmB9WbSpn2m6tQxwTamIgVEsbddSFupwuBSEjjnkqM7d1YuoxegdAHh9XO2v98zuw/3kDm2EIOfbszoCcOYMDUYpQ6DfXJMfQ0tAPeKd+hV06mbOnWgGGRlGEDUEVric5OpKOyiYSCDOIGpOBxu2naX82AGSUBW59SpYy0kfkkD82hq6aFIyt3Y2jtYsil45GqFIgkIvSNHVSs3eftmTuKy+4IMAXui76pA6VOS3dDW0BvnUyjIKEwPUCYAkQkRftEZa9QLl2ylbSReYz72TxsJitCkRCRWIQmPgqxTIKlx+RNsMBb3eprV6Jv7MTQ2v2d4sBUOg3VQQyRwbuNaWrrRhmpRhGppvDCMeRMKsLtdiOWSnz3bmjpDir03U4XXdUtWLqNvuqyQquk5Oop7Hh/pd+5UpWckqumIFWeGWFnM1oCcmd7Mbb1YDOYAyrWP0bCwi5MmDBhfkSY+qu6We24XW70jR1+oq4Xm8HC4RW7KLpsvK/CA97q3oGFm6ndVobH7UEoFpE+Mo+iyyayoc+gQl/cThfNpTVkji1g/D3z2fz6174JV6FISMEFo1DFRVK//TAl10zx9py5oaOqiZ3/W0XB3JFEZyXRcrAGsVxKakku2qRoPHgonDcaiVxK3fbDVK7fh0AkJGNMAeqYCNRxkeibOgFIHZ5H2ogBVKzdx9a3lqGK1jL44nHomzrY+tY3ZE8cgqXHiFgmIXdKEZ3VTSQMTPPeo1iESCoO2R+oiNRgM1pIGJiOobWL6MwE35pUKWfYtdPZ/NoSv9gzbaLu6MCIV1zII1Q+E+XarYeo3XoIsVyKx+UGPMz64w2AV2QmDc4kfmCat8dOKsbSbeTQtztx2hx0VjWjTYjC2NZD0/4qbwLH4CwUEaqg6Q0uuzOgotsXY1sPsbneyqhILEKp0wScIxD1v33ad10sl5I6Ig9dZiIVa/Zg7jKSUJhOclF2QBrF6RDqZ3Wy6z8WwsIuTJgwYX5ExOakcJDgSRWa+ChEErHfpOnx1G0/TP6s4b7JWpvJyo73V9K4t9J3jtvpompjKemjBva75Who7kAkEROfn8qEe+bjtDlxOZ0IhUKqN5dRumQrKSW5OK0O1DGReFxuX2LCxpcWEZUWhy4zAZfdye5P1pI5bhAxWYkIhAI2vrLYL5Fh3+cbqN16iDG3zUXf1IlUKSN+YCobXvrKt91o6TLSXt5IwdyRpA4fQOa4QkztPTTurWLDS4uY8eg1vuvJI1RkTxjM4RW7Al6XRC5FHqHEYbGRO3Vo0NQJlU7DqFtmY+kyYGjtRqZRIhSL/Ayi5RolWRMG+fm+9V6rYO5InygTCARYuk2se/5L8HgrXcWXT2TUzbPobmgnMjmGtvIGdv1vte/nsffT9Qy9ajIZowb6iTubyYLNaO03T1gdF+n3Z5vJisPs7W2UKOXIVHLkaiXyCFXQqqZcqwwYhpAqZEhTYym5eqq3+ic58/JDplYgFAmD9loKhMKAHOMfK2FhFyZMmDA/IrTJ0ahjI3yecX0punwiMo0CYT9mxUKx0M/f1mYw+4m6vnTVtaJJiMLQHHz7KybHW/Vxuz30NHXhtNnZ9/kGv63i2q1lmDv0jLplFgKhEIlM6jO97aptpau21XeuKkaLw2qnq6YlaMxWT0M7nTXNTLjnIjweD6uf/iSohUnZsu1Me/gq9n2xkebSauLz05h0/6WIZGLsJqtvkCRvxjD0LV0090mvkKrkjLhxJh2VTYy9cx5l325nxHUz/K5vN9uwW2zs/ngNTXurEMulOG125FoVOZOLSCnJRSyXoNCqKLhgNIpINYdX7MJu8va25UwpRiQR07CngtRhAyhfs5e6HYcBbx7uqFtms/ez9b7tawBNQhQjb5zFlreW+axLdv1vNXG5KUQkHxN21m4T5Wv2kDm2kCOrdge8N6qYCN9WvNvtxtDcyc4PVvlyd2Nykii5agqaBB1jbpvLmn9/5vfzFIpFjL5tLoqI4FvDQpEQoej7ae+XRygZMKOEsqWBAzu5U4qQ/UQiysLCLkyYMGF+RCgj1Uz6xaXs/mQtjXsq8Xg8KKLUFF8+kZjsJIRCIdkThlC37XDQx2eOG+RX2bAFGW7opXLdfgZfPI6NLy8KWJNrlegy4rzX0JuITI5m3bNfBO3/a69oxGayEpEUQ/akISEnaWNzknHaHBxYtDnkPVVvPkjy0FxMbd0hq4lulxtLtwlljJapDy6gpayWjS8vwm60EpObTNGl49EmRaOIVDPqpllYe0z0NHUgkcuQKmUYWrsxdxo4sGgzI66f4dtOtHQbaT3SQMXqPbhdbpIGZ5IxpoAd760gY+hA4gsyOLJyF6WLt6DUabzbzdlJdFa3UHzFRERSCU6LnapNB2gvb0QskxCTnUT5mj2+ex8wdSgHl2z1E3UAhuYu9n6+nsEXjWX7u8uPvR9bDlJ06QTfn1sO1dGwu5wR188gY0wBNVsO+nr2otLiGHXzbF+/nrldz4onPvKrSLaXN7LyyY+Y8dtr0WUlMOsP11O79SCdNa1EpcWRPmogSp3mjE66nixiqYQB00pQRKgpXbIVm8GMTKNg4OwRpI3MR/ITiSgLC7swYcKE+ZGhiolg5I2zsBktuJ0uJAqpX3O9NkFH6vAB1G33F3ea+Ciyxhb6VVQk/TS2G1q6iEiJYfj109n3+QZfdFd0ViKFF4zG0NqNVKOkflcFSp0maB6r71rNXejS4smZXERLaS1dda1+60OvnIwiQoXNaO234iMUiRAICDmF2YvTZichL429X2zwixRrO1zPiic+ZOpDC4jOSkSmViBTK4hIjvGlboikEnQZ8b418Iq6Ta997XetzupmNPFRjL5lDsa2Hja/tsTvvdvy5jJyJhehjFKz9a1vgtyjA5fN4dcbFpUWF1LYdte3oU3UMeb2uez60Lsta+3xF7dCsQg8sP2d5WSOK2Tczy7E5XQhEovoafRunQO4XC4qN+wPus3stDmoWLOHwZeMRxMXSeG8Mb5rnG3kGiU5k4q8Xn1OF0KxCEWE+qwIzbNFWNiFCRMmzI8QiUKKRCENuibXKhm6YDKZYwo4smYPLruTjNEDictLRRnl3ygv13hFzfEVIoC4ASmIRCLajjRQfMVEbw+ZSER3fRtb3lqKy+5kxqPXULpoMyNvmhUw0Xn8PYE3Fm38PfPRN3fSuLsCqUZBSkkuykg1EoUMsVxK5rhB7PlkbdDrpI3Io3TxZjJGF4bckhbLJIgkYtxOV9CcWI/bw84PVzPxvov9TJeFQiFKnSboMEFHVXPQaxlaumivbKKrtiXo/Zav2cOEey6ifO3eoNvGQrHIu5V7VGCFMvrtxdxlZN+XGxhxw0w2vPQVyUOz/dbj81K9r9HjoXL9firX7/etJRRmkDNpCABOi53m0sCp3l5ayurIt9gQHa3unguirheBUBDw9/inRNjHLkyYMGF+YthMVrrr2ziyZg+auEiShmQRlRoXdIJSrlUx7mfz0CRE+R2PTItlxI0zcdjs1Gw+yJY3l7Hp1SVseOkrDizajM1gwWlzYGrvwePx0HKwhsTBWQHXB2/fmibu2PUVkWri89MYetUUCi8YTURitN8gQeqwAUSkBJrNxuWn4rI7aNhdidVopnjB5MDIraNB9c2lNX4Tq8fTVdPiH3DfD067g4p1+0Ku124tIzozRJKDB8xdBj8B2YtUJUeqlJE345gNiypa2281UiyTYGrroXbbIbInDUGXHu+3LtcqGfL/7d13fFT3mT/6z5kzM2f6qPfeJVABCQmJIoootmPjhp3EBTu5TuzgxMSbYm82cXJvcp27N5v1xnFiZ5OYbNaOncTGuGBsg+lFCISEEOqo9zq9z/n9MTBm0IyQQGjQ6Hm/Xvyhc2bmPOdIoIdveZ77Vk16H6eQouCB1e7nLBCyXvvQul+vknptZ0b8j0bsCCEkANmtNpi1Rjisdgg5ESRqOVghC7vFivaj53Fu11EAgDu1YYAVT96JmLyUSYmDIjwIa757P0wTeld9shAlpGo5JCo5Jnomj+RdyWFzQMAK0H7iAsq+cQeMo1pMXNEbVSTjsPo798yoDpssWIFVT9+NkdZetB+rB8MKEFeQCt7J4+zfD2HFk1/Cidc+gjIqGCuevAv99e3Q9I5AHqpG6uo8NO2vhm5gDLH5qT6vIRCyszZ9d3U9vqtJ1YpJI5mMgEHJ1zaDU8mQuioXNqMFvbVtsJktiF+Wga5TTZM+JyY/BSOXNjl0n2nGpp88MmnkSiTlkLJiESIy4tByoAZmjQHRi5MQW5DmUXpEJBEjc2MhBuo7vMacvXEZRJLJ/xEg/keJHSGEBBjThB71H55Ex8kGOO0OCDkRMjcsRerqPNgtdtRdVcQXAMADZ97Yj+CECK/TWFK13FXc9aoRILGcg0Ql87pRgWEYqKJDoIoNxUhLH07+aS9y7y4Dp5BCNzgOaZACYWkxUIQFzTiJkgUpkFCUiZDESDR/XoMLH52CcVyHsLQYjLT1w6I3wdJqwpHfvofI7AQoI0Ng1hrQcrAGDMNgomcYuVtWAAy8ToEmFmd5HUXzRigWIXXlYgz6mLpMLM7yWV9QyIkgEAlR8rXNGLjQBbFUDEVEEEJToiFVyyEQCCBRuXq8ZqxfijN/+xyJxVlgxSJ0Xvr+MgIB4osyEFeQipN/3gsAcDocEAi9T8qJZRKEJEqw7OEKOJ1OsCKh11HAoNgwZG9ehoa9nuVzMjcWIig+fFrPhsw9SuwIISSAWAwmnH5jP/rr2t3HXDtJK+GwORC3NN1rFwgAMGuNsOjNM1qfJA1SoPCr63Ds1ck7Y7M2F0GilqP4kY04+F/vwjiqRfXfDkDIiaCIDMayhyuuK6m7zDShh2FEC6lajvytq8E7nLCZLOi6YlMIz/Mea8XkoSqUfG0zRBIxeKcThV9djzNv7Pf4XEVEEHLuKIFQ7H0XpcPmgN1ihUDIQnSp3VZoSjRCU6ImFX5WhKuRVJYDu9mKnuoWjw0kjIDBkgfXoGFPJVTRoYjNT0FnVROGmnugH55AYnEWZCEq8DwPIScCGNf6v8rX9yJ55WKs//4D0I9oIGBZ9J9vx8k/feyu4RaZneiOzReBkIUAvqdTOYUUqeV5SCjOxFBzj+tzsxIgUclht1ihHRhzTdkqZa74yC2BEjtCCAkgFq3JI6m7UvP+s0gozpry/YJrdBS4GsMwiMhKwLofPIjzu49jonsIslAVcm4vQXh6LEQSMUQSMdZ9byu0fWMY6xqEMiIIIUlRkAZ7361o1hpht1jBsAJwChmcdgcsOiOsRjOEnBgimRhmjRGskAXP8+ipbsF41xBYkRAFW8vBKX2PtIkVUigjg1H41XUAXN04wtJi0H26GaYJvWu9oY9RS4fdAeOoFi2fn8VIWz+kwQpkbSyC+lJplLJvfAmDDV1oPXQOTocDSaU5iCtIgyxECZ7nseFHX0X/+Q4MNfdAHqJERGYCWg/VglPJIAtR4vDL77mvJVHKoBuaQMvBWleP3Mw4xBakIWN9AQbqO3DxcB3UUSHoOdvqrjF3GStikX/vqhtq1WUzWTDWOYjafx6Bpm8EocnRSFyeDYGQRd+5Npx79yjMWiMYgQAJyzKQu2WF100lZO5RYkcIIQHEOK7zec5pd8Bps/vsOqCICAInn97045VEEjGUkUFYtm0jwPNgxcJJnQdkwUrIgpWIWpTo83NsZivG2gdw9u8Hoe0fAytikViSjaTl2Tjyu/dhN1mRf/9qiKRi9NW1I6kkC8de+9A9leqw2XHuvaNY9ugG9Jxp8XqNrI2FHlOsIokY6uhQyDcVwWG1wengfSZEEz3DOPCrf7hr8U30DKO/rh15965E6uo8SIMUSCrNQUxeCnieh1guAe9wukuByEPViMlLwVBzD8Y6h9C87yx4nsfK7Vtw7PdftGaLyklERGYcjvz2Pfe99de148JHp7Dm2fsQnZuM/rp21L57FMXbNiIiMx4dJxtgM5oRmZOInDtKoLyqe8RMDbX0erSLG2nrg9PpBO90ovpvB9zHeacTnZWN0PaPYeXTWyCdYsMFmRuU2BFCSAARy6cepRFKxCh+bBNO/OEjj0X9rEiIksc3QzLDJulmnRHDLb1o3FsFs9aAsLRYVzssCTflrkme52E1mN0xMwyDsY4BHPqvd92vcdgcuHj0PEbbB5B/7yoYx3UYbe9H9+lmLL6rFBf2nJq0Ps5mtGCsfRDZtxWj4eNTHucSl2cjPCPO45jT6YR+cAJ17x9HX+1FsCIWyWWLkFGx1GMzgVlrRNX/fOa1wHLdrmOIW5LmnvoUyyUwa40Yau5B26FzcNjsSC5bhNDkKIikHHgnj+FLU5vSYIVr5/AVmydSy/NcNe+uvjeTBaf/ug9l3/wSBvJS0Hb4HC7sqUTmhkKUf+ceCERCV5mba0zBXotpQo+zbx+cdDxlxWLUf3jC63vGu4Zc0+KU2PkdJXaEEBJApGo55GEqGEa0k85FZMZBIBIialEiNv74YbQdPgftwBjCUmOQVJINWejMptKsRjMufHgSrYfOuY91n25G79lWrPmXrQhLcZX4MGuNME3ooR0cgzIyGCJODIvBBJvJ6p5CjcpOwNm/H/J6HU3vCFiREKFJUbjwUSUAQBkVgvEu70lG4ydVKH5sI8p33Ivh5h44HU6EpkRDEaaeNJJoGNZg3y//5h7BtFucaDlQg/7z7Vjz7P3uKVmr0Qxt36jX6/E8j/GuISjCg9z3e/btg+42YIBrxC04IQIrnroLBfevhqZ3BPqhCTACz96mYrkEFr3JZ7268a4hOGx2pK7KRWxBqqt3rELi0YP2RtnMVhhHJ//8iKRimCYm94Z1x9Y56P6eE/+hxI4QQgKINEiBldvvxuHfvOvRT1UdE4rMjUU48vIurH76bqhjQlGwtRxOu8O1K/I6NjCYNAaPpO4yp8OJM2/sR/mOe+G0O3DiDx9htH0AmRsLYdEa0fjJadf6LIZBdG4yUsvzYBzX+0ycALjX7rmvcWm3r69G9vqhCbQedK11YwQCNO8/C0W4Gmu+e5+7PpvdakPDJ1VeP0M/rMFwSy8Sr7Em0RtN74hHUnfZeNcQes62IH1tAdY+ez80/aMYae1DeHqs+zUCVgCHzT7pvVe6nPRdnaTOFgEr8LlbWCBkvY5aAq7RR+J/lNgRQkiAUUeHYOW3tkDbPwrThB7yMDUsOhMq/7wXVoMZbUfqsOjOUrBC9oYaso+09fk8p+kdgd1iQ917xzDaPuDakBCixNm3Drpfw/M8+s5dhG5oHCWPbQYrFnq0z7qSWCH1mDruqW5BQnEWLnorDMy4dqle+NhzqlbbPwarweJO7KxGC/rrOrxeTxokB6eQorf2IoZbehCbnwp1TCg0XpJPhmEQHO/qi+uw2dFysMbnc2k7dA4JRRmQBikgDVIgKjsRVpMFWZuKXAmvzghFmNpnYiULvrE+rDaTBWadCU67HSIJB0mQfNJon1ghRUxuMvrOeW7C6TvXjvjCDHRWNkz6XCEncj8D4l+U2BFCSIBx2h2o//AEhpp6XFN7WqPHKFBnZSPS1xbMqCiwN9dqI+WwOdBT7drEkLIyFw17T3l9nW5gHDaLFYklWbh45Pyk84yAQVBcuKvP6SV95y6i7JtfwnjnIMa7rugrywBLtpaj/cQFr4mR0+HAYGMXRFIOYrkE6phQDDV51uATSTkse2QjTr+x3z0l2VvTioL7y3Hij3smjVjl3rMC3KWWaDzPT9n2y2F3wDiuh8VghkQlByeXQCzlkLmhEGFpMWj4uArDbX1IW1OA1gM1Vz0IYPFdpRjvGkRQ7OTOG9diGNGg+q2D6K9vB3hXOZPcu1cgtiANnOKLtZliKYeCB9ZgonfUY0q252wr1v/gAeiGxjHW/kVZFyEnwupv333DP09kdlBiRwghAYhhGNjNVq9N3BkB4xoRukGhKTFgGMZrZ4XwjDjwDod7U4BYzsE45nvH7uCFLiSWZGO8awjjnV8kaoxAgGWPbkDroVpEZMUjZeViXDx6/lI9t0+Qf98qiCRijPcMQyzlEJ2bjAt7Kr3uilXHhmGwoQu17xwBAMhClFj+9dtQ9T966AbH3a9LXrEITfur3UmNgBUgoSgTYoUE677/ANqP12P0oqvcSfbGIqhiQt0bFoRiEZJKc3wWK45enIQLe06hr7YN0bnJKHpoPaRBCnAKKWJyUxCWEgOLwQxt/yhU0SG4eLgOxnEdguLDkb62AF1VTYhbkn6tb80kpgk9Dv1mF/RDE+5jFr0Jp/93H1ixcNKUsyJMjXX/shWjHQMYvNAJiUqO0JQonP/oJJJKc1CwdTU0vaOQBsmhjgmDNEhxQ6O/ZPZQYkcIIQFGIGSRWp6H3po2r+eTyxaBU9z4+iyJSoYlD65B9VsHPI6LZRwKv7IWrFgEkUQMm9kK3slPOdUqUcugGxxH5vpCiBUSjHUMQKKWIyIjHkKpCCFJkbBbbIhelISEogw0fHYGVr0Z+qFxRC5Kgs1gRtLybHRUXoA6OhQ98EzsWBGLxXeVouaKDRrGMR2OvfoBirdtcpUWuSQsLQbN+6sBfNHaq7OyEQ17qyBgBYjJT0H8skzELUmD8tKGiSuFp8VAFRsKba/ntC2nlCE2LxVHXnFdq7+uHR2nGpBUkgMBKwCnkEIsl4AVi9B2qBb95ztcHTCUUuiGJnD6r/vgsNmRd/eK6X6L3LSD4x5J3ZXqdh1DREbcpBE3WYgSErUcYakxGG3vx0B9BxKWZiA0JRryUBXCUmJmHAe5+Rj+Wk3sAohWq4VarYZGo4FKpbr2GwghZJ4yaw04/b/7Jq2TUkQEoXzHfZDPUjFZq8kCs8YA07jePXKnigyGNEQJp9OJln1ncW7XUcQtTYdYLvG6Jo4VC7HiyTthNZhRt/sY1v7LVvduVJPWiJ7TTWg7UueqbScWIq08HwnFmeg524qJ7mFwCimyNy+DQCyEw2xDd3UzVFEh6DzVCNOEAWEp0a6RvI8qva4LXLl9C0QyDp2VjRCKWSQsy8K+F/8GAIgvyoRIIsLFo5OniCUqGSqe+4rXwrzGcR06Tzbi4tE6OB0ORC9ORtySdFS/9Tn0wxpwSimKHqrAeNcgemsvghEwSFm5GDF5qZAFK2Ca0KPqfz7z6JohknJY9e27EZIYOePRsYa9Vah775jP87f934/dcO07cvPMJH+hETtCCAlAEpUchQ9VIGXVIFo+r4HD5kBSaTaichJn1DLsWuxmGy4ePY+LR+pgt9gQmhrt6v6gkoEVCZFUlgMAaPzkNIoeqYBucNxdww1wrc8q+8Yd4AGMdQ95lBgxjGox2t4Pw5gOKatyIQ9V4cKeU2j67AysRjPS1uQjNi8FEpUMkiCFexNAyorFMI7rkLFuCcRyCYScCB+/8D8+W6kZRiaQUJKNiPRYdFY2QNM7AmmQK7mKW5KKUzs/8fo+s9YI3dCE18ROFqxE5qZCJJVlwzCiRdO+ahx5Zbc7hqKHK1D7zhGPUbTqvx1A25E6rPrWFshClCh+fDPMGj00faPgLnXMuN4pT3mY2uc5ISfy2VeWzD+U2BFCSICSquWQ5qYgPCMevNMJsZS7oc+zW2ww64zgHU4IOTEAHsd+9z7Gu79YEzfa1o/P//1trP/BgwhJioJEKUN6xRLEF2XAbrFh2SMbYDNZMNE7Ak4hhSoyGCwnAu/kEZEeC1bk+rWkH57AwZfe9Vi8L+REKHl8M85/cAIdxy8gNj8VR3/3PoScCOU77kNIUiQYhnHvOL3MOKaDSCp2F0S+mjomDAP1Haj8014AgFlnQs7txTjz5ucAw0y5GUI/MoFIxHs9JxAIIFUrYBjRovdsq/t4WGoMxjsHvU6NanpGXFOeJVmQKKWQKKUIigv3ef3pCk2K9FkeJrU8z71TmMx/lKITQsg0mSb06K/vQNVfP8O5XUcx0Tvi0dT9ViXiRDec1BnGtDj95n58/JO/4OMX/oJjr37g2uhwRVJ3Ge/kUfPPI7BcSqRYloU8VAV1TCgU4WoEJ0QguTQHMbnJUEQEQaqWQxascCd1FoMZVX/dN6lIrt1iQ9VfP0PWpiLX7tNLu1PtFhuO/f59mCb08EailiP7tmKv5+RhKshClah794tpyvHOQUx0D6N420YwAmbKTg7q6NApntql66vkUMV88bqIrHj01l70+fqOygaf93K9pMFKrP7OPRBd9XMQvTgJGeuWeOxwtposMIxqYRjTwuZl8w25tdGIHSGETINxXIejr7yPiZ5h97HGT04j9+4VSF2dB7HsxhInf3I6nVN2LjBp9Djy8nvQ9o8BcO0SDU6IQH9du8/3jLT2wm6xgvPR4szpdMKiNbo3VVzZv9WqN3lM117JajCDYRiwIqFHMuLqbmHwOs0sYAVILMmCzWRB06en3SNwoSnRKHl8EwQCwaQeu21H6sCpZYhenIyMDUtR/8HJSZ+rjAz2aDvmC8sJseSBcjTsrcJQYzfAu3Yt+8IwjKuTRVjQDdWsu5KAFSAkOQqbfvwQdIMTsOiNUMeEQaKWu5897+ShHRxH7TtHMFDfDoZhELckDbl3r3B31SC3PkrsCCHkGhwOB1oPnfNI6i6re+8YYnKT511iZzWYoB/R4uKR87AaTUgoykRIcpTXxEjbP+5K6hggc0MhwtNiYdLoYRz3Paok5EQ+kxeTRo+OEw1o3l8Ni96EkKQoFNy3GkFxYRBKxNfsvGA1WhCSHAXtwJjHcV9dKABXl4bszcuQVJoDm9HiTiY5hRSmCT2kQXKPdlmsSIjg+Ajs/+VbWPqVtUhfV4CLR+rcSWFYWiyKH9s4rdptUpUcQ009CEmIRPraArBiEcRyDjX/mPzzBABxS9Iw2NiNmPxUCAWz92taIBBAFqKCLMR7MmoY0WD///eWu0QOz/PoPtOCoeZeVDz35WklscT/KLEjhJBrsGpNaDs8uXXWZV1VTci9joKx/mIxmNG8rxoNH1e5j/VUt0IZGYzyZ+6dtBlgqLkbAJB3z0roBsZw9HfvgxEwWPmtu3xeI2VVLjgvLa/MOiNO/+9+j9G+sfYBfP4ff0f5d+5FZHYCRDIOIikHm8n7NLciXI0lD5TjyCu73cdca+vk4J28z1EuViR0dXW4ikQtR87tJa41dZdELUp0l4up/tsBxBdlouTrt4F38hCwAhhGNBCKRT7v/2pR2QnQDYzhxB8+gtPhRNk37oA6Ngya3hGP14UkR0Ekk0AeqrpmAejZ5LA50HygxmvdQ4vOiJ7qFmSsXzprI4jk5pl3a+xeeeUVJCUlQSKRoKSkBKdOea9kTgghs4UH7/UX3mUWvWkOo7lxhhGNR1J3mW5wHM2fn3WvXbtMHqJ0F9FtP34BgGvarut0M3K91FQLig9HxvolXhMT07je+xQuD1S/dQAmjQFStRyL7yr1GntcYQZYIYvOU00e3ReSSnPQVdWExk9PT1kI2X05nncXT2YYBrFL0pC1sQjMpSlpkZTz+L52n27C8Vc/xIk/fIRjv/8ADR9XwW71PUI46XpOHgnLMrHxxw9j008ehjIyGGXfuAMFW1cjLC0G4emxKHigHGnl+ah95wgSijKmnK6dbVaTGQP1HT7P99a0wWbx33o7s9YITd8IRtsHoB+eoLV/U5hXI3Zvv/02nn32Wbz66qsoKSnBSy+9hE2bNqGpqQkREdSjjhByc4gkYkRmJ/r8xRe3dOadAPzFOK5Dx4l6n+fbj55HxvolHlOyEZkJ0PSPTeoR2nmyAYnLs7Fy+xaMtvXBbrUjJi8ZqqgQn1OUU/WX1Q2Ow262QqqWIzovBTzPo/mzahjHdRBJOaSsWITgxEgcfOldxBakQsiJIVHJXLs6lXKc+dt+gAfaj53Hmu/e77UMiUVngm54HBePnIfdakPy8hwExYdDGqRAzh0lSFmVC7PWALFcgqGmbp/rCENToq85ZQwAdqsNY52DqH7zc/d0dlROEpY8uAYStQzquHBYDWbYzDb3qPCqp7dANsfTngKWhVjmfT0kAIgVEr91ltANjuP4Hz5yj266av7lYtGXSmg3rxfzKrH79a9/jSeeeAKPP/44AODVV1/FRx99hD//+c947rnn/BwdISRQiaQc8u5ZiaGm7kl9QoPiw6GOmR/TsGadEY2fnobd4jshsXvpDCENkiNhWSZON3RNOtd5sgFdpxqRWJKNggfWQCwVg+d5mLUGOJ08xDLOY8pyquSBETBgLiUPnJyDcUyL7NuKIZZzcNgc6DrdhKb91QAPxBakQh0TisjsBIx3DcGsNSKhKBN9de3QD2vQXd2CjHVLPKYOzTojzr9/3KMfbc+ZFoQkRqLsqTshC1JAEa6GItw1XStgBZCoZDBrPXvJClgBUlfnofVQLZY+uHbKkTVt/xgO/fod8DwPabACaeX5UEYGQ9s/CoGAQURGHJQRQbAazEhZuRicQuKXZIWTS5C5YSlO/Pcer+cz1i+d0dTzbDGO63Hov971GIXlnTzaDp8Dp5Qi+7biOZ2yng/mTWJntVpx5swZPP/88+5jAoEAFRUVOHHihB8jI4QsBMqoIFQ8/xWc23UMgxc6IJKIkVqeh9TV+ZAGzY9RA4vehJ4zLci7dyU6Tlzw+pqYvGSIpJ7lPViREKroUETmJELTNzrpPbyThzRIAaGYhUljQG9NK5r3n4XNZEX0okRk3VYMRZgaAlaA0JRoMAKB12LBMfmp7h2aIgmHpNJF2Pf/vgmnw/O18jAVQlOiUbf7GJJKcqAf1mCsox+cUobibRsx3NKLjhMXkFiSBckV6/x0A+MeSd1lY52D6D7dhIx1nmvIWLEIxY9vQsv+sxio7wTP8whOiED27cXoPtOEiMx4mDQGiKUchNzkpMdqNKPuvWPgeR4hSVHIub0Y9R+exHiXq0SMOjYMRQ9XICg+fFaLRl+v8PQ4JCzLQFdVs8fx9HVLoI65dlmXm0E/POFzar15/1kkly2iTR1XmTeJ3cjICBwOByIjIz2OR0ZGorGx0et7LBYLLJYvFt9qtVqvryOEkGthhUIExYah9OubXet7GAacUgqWnT+jBQ6rHWatEQ6bAyHJURhrH/A4z4qEWLylDCLJ5B2+Ik6EtPI8XDx6ftJ6Q5GUQ3LZIlgNZpza+QkGrxjZ6zjZgO7qFlQ8/xUoI4PBCBis/8GD0PaPouNkA4aaXBsz5KEq5N+3yqNmnDIyGOt+8CBq/nEII619EAhZJBRnYtEdyyGScUhdmYvjr33oUUuw+3Qzcm4vQUxessdImtPpROsUG2BaD55D4rIsSNRfJOmudXhA0vJspK7Og8PugH5wHBatESFJUWj5vAZ17x1HWFoMcm4vhiI8GKzoi58Hu8WG0Yv9YAQMFt9ZimOvfeDRK1fTO4ID//EPbPy3h6CKCvEZ21yRqGRY8sBaZFQUoq+2DQzLIjY/BbJgBcRy6bU/4CbQXbXz+Up2s3Va0+ELzbxJ7K7Hiy++iJ/97Gf+DoMQEkBEUm5Skdf5gpNLwIpY1P7zMIq3bcRY5xA6TzXAbrIiIjsBi760fMp+obJQFdZfSrQGG7oABojMTkTB1tUQSkTQ9o16JHWXOax26AbH0X++A02fnIZFbwKnkCJ9/RJkbiyEw2ZHSGLkpFErVsgiJDESK566E3aTFRAw4BRSCMUiWI1m1O+p9Fog+sLHlah47isetfF459QbYBxWm7vXrVlrxEB9Bxo+qYJ5woDgxEikrytA9+kmyEJU0A1NeIx4dp9uRk91K9Z+byvCUqLdxwUCATilDKroEPSea/NI6i5z2h1o3n8WSx4odxdo9idOKQWnlCIkMfLaL54Dyshgn+eEnOiWeGa3mnnzRMLCwsCyLAYHBz2ODw4OIioqyut7nn/+eTz77LPur7VaLeLjvbd+IYSQQCdRy5G1qQj1H1bi+B8+QnhGHLI2FYEVCcEwDGQhSgimGIEUCARQx4Si9Ik7YDWawQBgORH0wxq0fF7j831JpTkYvNDlUTLGojfh/O7jyKhYisV3lnqdyryMk0vBXTViZDWYMdzkvYgxeGCie8gjOWGFLBJLsnxuhogpSIVYLoHVYHatwzv6xZTtUFM3hpq7UfL4ZkiUMhz6r3cnX9LpxJk39qN8x73u6d/Lz1s/POGz4DLgKuZsM1kpSfFCEREMWbByUgFpAEhfv8RjhJW4zJtyJ2KxGIWFhdi/f7/7mNPpxP79+1Fa6n1bPMdxUKlUHn8IIWShYkVCpJbnY+mX14JTyjDc3IP690/ArDEienHStNuOiWUcFGFqyMPUMI7pcOD//zv0Q+M+F7HHLUnzSJSu1PJ5Dcxag9dzU7k8uubL1evyAFePVlX05ClPkYxD0vJsOGyuqWqvsfJAx4kL0I9ofF5T0zsC21UjiDH5KZCHKKdMQCRqOXinE06H7560C5UsWIHyHfd6tGRjGAapq3KRviafNk54Ma/+e/Dss89i27ZtKCoqQnFxMV566SUYDAb3LllCCCFTkyhlSF2dh5j8FDhsDrBCFhK1/LpKWViNFpzbdRQ8z2OkrR/p65ag5UDNpNc5bHavmyUA10iXWWucccsqkVSC4IQI90aEq4VnxE0+yAD5963GYEMnuqqaIBALkboqF5GZCTj9xj6UfuMOjHUMTH7fJYYRDQTCqZ/T1TtkpSo54osyoYoJQ5+P/rApKxfj5OufIDw1Gklli7wWUV7IlJHBWLPjXph1JjisNojlUkhUsil7+C5k8yqxe/DBBzE8PIyf/OQnGBgYQEFBAfbu3TtpQwUhhBDfGAEzK7sw7RYrRlpddemcdgdGWnuRVp6H1kOemxTYa5TJuJ5uBhKlFEu/ug4HfvWPSSVoUlfnQqqa3PXCarDgyCvvIXpxMkq/cQccFht6z11EZ2UDFn1pOWwG85RTwvphDUKSosAwjNcRw/D0WIi99MblFFIExYUh//5VOPfO0S/eywAZ65ZA2z+G4aZuDDd1o+1wHdb/4EEopljr6C82sxU2kwUMw4BTyabsLzzbJCo51aybpnmV2AHA008/jaefftrfYRBCSECwGszgeR5imWTGCRbDMJAoZe71T02fVSP7tmUofeJ29Na2wWayIn5pOhQRQVBGBkM3OD7pMxQRQe4OEDMVFBeODT/6Khr2VmGkpRfcpX6wYakxXndxskIW4IGEZZk4//4Jj3VvLQdqkLlhKZLKFkHACrxO5Yanx4KTS1DwYDnOvnXQ45xYxmHpV9d5Texc5yVIWZmLmLxUjHcOwmG3Q6KUu0vDXGbRm1D/0UkUPrTeL3XjvHE6HNANTeDChycxUN8JoVSMtDX5SCrJnlavXDK3GP5aCxUCiFarhVqthkajofV2hJAFzaQxYKi5B62f18BhtyNhWSbiCzNmVBOM53m0fF6Dmn8c8jgukogRtSgJ+fevwljnIHgnDxEnRuXOT2DRfVHsl1NKUbxtIyQqOYITrr97kN1qg81khUAomLTJ4koWgwm17xyBIlSN8x94r39avuNeaPvHcPbvB4ErfjtyCinWfm8rVFEhsJosMAxr0HKgBsZxHaKyExFXmA55qGrabcDqPziB+j2VHte4TCBkcfv/89gtUdsOADR9I9j34luTSouEpsSg7Jt3QHoDGxh4Jw+LwdW6TeKltzBxmUn+Mu9G7AghhNwYk8aAU6/vxWBjt/vYRPcwWg/UYu33tk47uWMYBvFFGRhq6kLfuS92m9otNkQtSgTv5HH2rYNQRgUjriANS7+8BlajBfrhCSjCgyCWcWg9fA5FD1Xc0P0IxaJpjW5xcimyNi3D0Vd2+3xN+7F6BCdGYuW3tmCwoRPGMR2ichIRtSjJ/VzEUg7ihAgUPVwBp90BViyccV9Xq8niNakDgDlsEXtNVpMFdbuOea0XN3qxD9qBsetO7AxjOnRXNaGjsgECgQApq3MRk+uqm0euHyV2hBCywEz0DHskdZcZx3VoO3wOi+4qnXbhZalajqJHNsI0ocNQYzdEMg7h6XGQql2tuEwTepgm9IjKToRZZ0T3mRaIJCJ0nWpCcEIEln557Q2N+MyUiBPBZvJdz85mskDTO4K6XUcRvywThQ9XQKLwPgooYAXX3T81YVmWzxIx8UWZYOZw/dpU7CYr+n30SAZcLdkiM2deRswwpsXBX78DwxW7jKvf/BztCeex4lt3QUZTvNft1vjJIYQQMiecDicuHq3zeb6zsgFWnWlGnylRShEcH4HMDYVIWbEYyoggCDkxBEIWYpmrhMq5XUcx1jGIRXeUIHNDIZZ+eS2yNhZBHjK3y2JEMg7RixJ9no/IjMd45yCcDic6TzbAeamosHFcj8HGbrQcqMHAhU6vddVmQh6mQmJJ9qTjEpUMCcsyceild9B37qJrZM+fGGbK+npXt5+bDqfTia5TTR5J3WXjXUMYaemd8WeSL9CIHSGEkCvM3jygRCVH5oZC1O0+DgAYqO/AwKXRH5FEjI0/fnjWrjVdQrEIWbcVo7u6ZVInCHmoCvJQlbsfrjIyGAIRC93gOA699K5HMidRyVD+3fuh9lIXbzokShny71uFhKIMNO2rhs1sRWRWPMLTY3Hmzc9hGNHg6O/ex8pv3YWYvJTrv+EbxCmlSF65GC1XbPC4UsKyzBl/plVvQsdJ772KAeDi0TpE5yZTOZPrRCN2hBCygAhYAVJX5fk8n1SaDbFydvqCClgBklcsQlJZjke+6EqK7pvVzQE8z8M4rsd41xCGW3qhH56Azex9tEsRpkbF819x95NlRSySSnOw9KvrUP32QffrcreUAQBO/HHPpBE6s9aIY79/HybNzIsrXyZRyRCdm4wlD5QjMjMeo+0DOPLb3R4jWTX/OHRD17hRrJBF5vqlXlt75dxRcp3fQ2bKNYmMQHBrLTScZ2jEjhBCFhCe56GICEJkTgIGL3j2dZWFqpCyKnfa6+umQ6KSo+D+cmRvWgbDqBYiqRjSIAWkQYoZbzjwhXfy0A9P4PBv34Nh2JUUMQIGaWsLkL1pGSRX1bQTsAKoo0NR8rXNsBotcFjtuHj0PCpf3wupWgGRjEPa6jyEZ8bDrDFgonvY63X1QxOw6IyQquVwOhwwa4ywW2xgxUJIVLJptwjrr+9A46envV9jWAO7xTaDpzH7ZCFKlH/3Poy1D6DrdBM4uat0izxU5bO8y1Q4pRQpKxej5h+HvZ5PLc+DaIp6gmRqlNgRQsgCYdGb0HfuIi7sqUT2bcWIzU9FV1UzHDY7EkuyEFuQelPWvIllHMQybsqG7tfDrDVCPzyB7jMt4J1OFNy3GqPt/Wj85DR4J4+W/WehCFMjrTzfa40+kYSDSOJaA5i+tgCx+akY6xiANFiBkMQoCDkRHNapkyq7xQazzoiO4xfQ8EkVbEYLWBGL5BWLkb15mbvOm9PpBMN4H6maavOIQMhe9waN2SQLUkC2JA0x+Sk3XJiYYRjELU3HxeP10PaOepwLT49DaLL3/u9keiixI4SQBcDhcKCzssE9SnL6r/ugiAhCTG4yguLDEZOX6t7oMB+YNAac/t/P0F/X4T7WerAWKSsXY9GXlqP+w5MAgIaPTyG2IG3KEhrGcR1O/OEjjHUOuo+xIiFWPb0F8lC1z4LFDMNAGqRA68FaXPio0n3cYXOg9WAtjON6LHmw3DXSVdUETiFByso8KMLVHiNdoakxEAjZSR00ACC5NAfcLVTfbba6TciClVj99N0YbOxG+7HzYAQCpK/JR2hqzJzukg5E/v9vACGEkJvOPGHA+Q9OehzTD02gef9ZnNr5Kcxa/63juh4D9R0eSd1lF4+ehzIy2J2kmrVGOB2TE6bL7FY76j886ZHUAa7+tkd+uxs870Ta2gKv701asQi8w4mmT894Pd9X2wbdwDhO/HEPemvacPFoPfb98m9o2ncGFqPZ/TppkAIrnroTgqsa2gcnRCD79mIIxYE5BiMLViK5NAcrt2/ByqfuQtzSdErqZkFg/rQQQgjxYDVaYDf7rt+mH9ZAFXV9OzznmllnRPO+ap/ne862IDo3GZ2VjZAFK12txHyw6IzorGz0es5hs2O8axjZm4rAySVo/OwMbEYLhBIxMtYvQerqPJi1Bq/Fey8zjusgknCwXVG2pOHjKsQXZoCTuUbtWCGLiMx4bP7poxht64NJY0BYagzk4WpIF0B/VLF0/owUzweU2BFCyALAiqbeEDGfpmF5h/MaRYat7tZii+5aPmU/U6fd4XUK9DKTRg9OKUPmxkIklGTDYbOBFQohCZKDZVnYpkiWAVfS4m2dXldVE4Liwt1fs0IWijA1FGHqKT+PkGuhqVhCCFkAOKUUYWkxPs7JIAu5eX1JnU4neOfstSUXySSIWpzk83xERhwmekeQu6UMMblT14ATcqIp7z0kMRJmnREOmwPyECVUkSGQh6rcO4clCikifHRekAUrYTVZvK7Pu1ZCSMj1osSOEEIWAE4uRfGjGyclMUKJGKu23wWpevZbOJk0evSf78DJP32Myp17MdzcA7POeMOfKxQLkblhKYReSmLIgpWIXZKG5V+/DRkVS8H5aAd2mTRIgfz7Vnk9F5wYCavRgoO//idO/uljjLT1wWr0rI0nlkuw7JEKKKM8d/xyShmKH9uIxr1VXj87fmn6lHERcr0Ynudn779RtzitVgu1Wg2NRgOVam7b2BBCyK3AOK6Dtn8MY52DUEYGIyQxErJgpddyIDfCNKHHiT/uwUhrn8fx+KIMLHlgzaTacjPldDqhH5xA3e5j6Ku9CIYVILEkCxkVS6EbHIc8RAVpkGJa17EazBhs7ELtP4/AOK6DQMgiYVkm4pamofJPez1G15Z+eS2SSnMmJZUmjR6GES00/aNQhKmhjAyGw2rHpz9/Y9IavLC0GJQ+cQdtFCDTNpP8hRI7Qgghs67tSB3OvLHf67nV37kHUTm++7XOhM1khdVkhsNqR8vnNWg/Xu9eMxeaGo3S/+v2aXdHME3o3cWAWw+fQ9uhc5PW3wmELDb/9NFprYVzOhzQD2tw4aNK9Nd3QCTlkL42HwlFmVOu+5sJm9kKhmG8jl6SwDGT/IU2TxBCCJlVZp0RrQdrfZ5vOXAWYWkxEIpvPBkRScWwmSw48B//gEVn8jg32taPc7uOovChiml1MricbE30jvjsjeq0O6AfnJhWYidgWaiiQlD4cAVsRgsYASBRymdldNQ4rsNgQxc6TjZAwAqQvrYAwYmRNApIKLEjhBAyy5z8lB0b7Bb7rG6m0A1PTErqLus+3YLFd5VBxE1/t+k1O53NcHW6iBPNaoss45gOh37zLnQD4+5jgw1diF6chKJHNlByt8DR5glCCCGzSqSQIG6KzQFJy7Mhkohn7XrmCb3Pc7zTCYfVd505b8RyCeQ+RuQEQhbK8KAZfd5scjqd6Kxs9EjqLus/3wFN74gfoiK3EkrsCCGEzCqWZZGyKheccvKOVEVEECKzE2b1esopCiuLpByEkpmNlknVChQ/tnFSJwgAWPrVdeBucOPHjbDoTLh47LzP862HauGwzyyRJYGFpmIJIYTMOkWYGut/+GU076tG9+lmMKwAyWU5SF2VN+3NDNMlC1YiJCkKYx0Dk87l3FF8XVOTIUlR2PhvD6H1YC1G2wegCFcjc0MhlBFBs7I28Prx4J2T6+K5zzqcWDhbIok3tCuWEELITeOw22HRmcEwriLJAnbqDhjXyziuQ+07R9BT3QLeyUMk5ZBzezESl2dDorz+ETaH3QG7xQpWJPRzQncpHocD9R+c9Fkfr+zJLyGuIG2OoyI3G+2KJYQQcktghULIgme/+PHVZMFKFD1cgdwtZXDY7BByYkiD5DecSLJCFqxw6iLHc4llWaSuykXnyQaYrlpbGJIchdCkKD9F5j9OpxMWnQm8k4dYLoFQvLBTm4V994QQQgKGSCKe1U0Ztyp5qArrvv8AOk5cQFdVEwRCFqnleYjJS5m1+njzhXFcj87KBrQdPgeHzYHYglRkbSiEPFwN5prbmwMTTcUSQggh85DT4YTVYAbDMF43qgQ604QeR195H+PdQx7HRTIOFc99BcqIIP8EdhPMJH+hXbGEEELIPCRgBZCoZAsyqQOAsc7BSUkdANiMFjR+ehr2GZa5CRSU2BFCCCFkXnE6neg4ccHn+d6zrbAazHMY0a2DEjtCCCGEzCsMGAinWE/JioTX7iASoCixI4QQQsi8wggYpK7K9Xk+dXWuXwtJ+xMldoQQQgiZdxQRQUhZuXjScXVcGJJKcyAQLMwUh8qdEEIIIWTekShlWLylDEmlOWg9dA52ixVJy3MQmhQF6RzUTrxVUWJHCCGEkHlJopRBopQhJDkKcPJe+/suNJTYEUIIIWReEwgEtLjsEnoMhBBCCCEBghI7QgghhJAAQYkdIYQQQkiAoMSOEEIIISRAUGJHCCGEEBIg5k1i94tf/AJlZWWQyWQICgrydziEEEIIIbeceZPYWa1WbN26FU899ZS/QyGEEEIIuSXNmzp2P/vZzwAAO3fu9G8ghBBCCCG3qHkzYkcIIYQQQqY2b0bsrofFYoHFYnF/rdVq/RgNIYQQQsjN5dcRu+eeew4Mw0z5p7Gx8bo//8UXX4RarXb/iY+Pn8XoCSGEzBaTxoDh1l7Uf3ACrYdqoRuagN1i83dYhMw7DM/zvL8uPjw8jNHR0Slfk5KSArFY7P56586d2LFjByYmJq75+d5G7OLj46HRaKBSqa47bkIIIbPHOK7H8T98iLH2AfcxhmFQ8rXNiM5LgYgT+TE6QvxPq9VCrVZPK3/x61RseHg4wsPDb9rncxwHjuNu2ucTQgi5MQ67A837qz2SOgDgeR6Vf96LzT/bBlFEkH+CI2QemjebJ7q6ulBTU4Ouri44HA7U1NSgpqYGer3e36ERQgi5ThatEReP1Hk9x/M8+s+3z3FEhMxv82bzxE9+8hP85S9/cX+9ZMkSAMCBAwewZs0aP0VFCCHkRvBO55Rr6cwawxxGQ8j8N29G7Hbu3Ame5yf9oaSOEELmL5YTITghwuf5yOzEOYyGkPlv3iR2hBBCAo9EKUPBA+UAM/mcOi4MqujguQ+KkHmMEjtCCCF+FRwfjjXP3o+gONdmOlbEIrU8D6u2b4FUrfBzdITML/NmjR0hhJDAJOTEiEiPw+pn7oHdYgMjYCBRysCK6FcUITNFf2sIIYTcEiRKGaD0dxSEzG80FUsIIYQQEiAosSOEEEIICRCU2BFCCCGEBAhK7AghhBBCAgQldoQQQgghAYISO0IIIYSQAEGJHSGEEEJIgKDEjhBCCCEkQFBiRwghhBASICixI4QQQggJEJTYEUIIIYQEiAXVK5bneQCAVqv1cySEEEIIIdNzOW+5nMdMZUEldjqdDgAQHx/v50gIIYQQQmZGp9NBrVZP+RqGn076FyCcTieampqQk5OD7u5uqFQqf4c057RaLeLj4xfs/QP0DBb6/QP0DBb6/QP0DBb6/QPz6xnwPA+dToeYmBgIBFOvoltQI3YCgQCxsbEAAJVKdct/I2+mhX7/AD2DhX7/AD2DhX7/AD2DhX7/wPx5BtcaqbuMNk8QQgghhAQISuwIIYQQQgLEgkvsOI7DCy+8AI7j/B2KXyz0+wfoGSz0+wfoGSz0+wfoGSz0+wcC9xksqM0ThBBCCCGBbMGN2BFCCCGEBCpK7AghhBBCAgQldoQQQgghAYISOwAWiwUFBQVgGAY1NTX+DmdO3XXXXUhISIBEIkF0dDQeeeQR9PX1+TusOdHR0YGvf/3rSE5OhlQqRWpqKl544QVYrVZ/hzanfvGLX6CsrAwymQxBQUH+Dueme+WVV5CUlASJRIKSkhKcOnXK3yHNmcOHD+POO+9ETEwMGIbBe++95++Q5tSLL76IZcuWQalUIiIiAnfffTeampr8Hdac+v3vf4+8vDx37bbS0lJ8/PHH/g7Lb375y1+CYRjs2LHD36HMGkrsAPzgBz9ATEyMv8Pwi7Vr1+Lvf/87mpqa8M4776CtrQ3333+/v8OaE42NjXA6nXjttddQX1+P//zP/8Srr76Kf/3Xf/V3aHPKarVi69ateOqpp/wdyk339ttv49lnn8ULL7yA6upq5OfnY9OmTRgaGvJ3aHPCYDAgPz8fr7zyir9D8YtDhw5h+/btOHnyJD777DPYbDZs3LgRBoPB36HNmbi4OPzyl7/EmTNncPr0aaxbtw5btmxBfX29v0Obc1VVVXjttdeQl5fn71BmF7/A7dmzh8/KyuLr6+t5APzZs2f9HZJf7d69m2cYhrdarf4OxS/+/d//nU9OTvZ3GH7x+uuv82q12t9h3FTFxcX89u3b3V87HA4+JiaGf/HFF/0YlX8A4Hft2uXvMPxqaGiIB8AfOnTI36H4VXBwMP/HP/7R32HMKZ1Ox6enp/OfffYZX15ezj/zzDP+DmnWLOgRu8HBQTzxxBP461//CplM5u9w/G5sbAxvvPEGysrKIBKJ/B2OX2g0GoSEhPg7DHITWK1WnDlzBhUVFe5jAoEAFRUVOHHihB8jI/6i0WgAYMH+nXc4HHjrrbdgMBhQWlrq73Dm1Pbt23HHHXd4/HsQKBZsYsfzPB577DE8+eSTKCoq8nc4fvXDH/4QcrkcoaGh6Orqwu7du/0dkl+0trbi5Zdfxje/+U1/h0JugpGRETgcDkRGRnocj4yMxMDAgJ+iIv7idDqxY8cOrFixAosXL/Z3OHOqrq4OCoUCHMfhySefxK5du5CTk+PvsObMW2+9herqarz44ov+DuWmCLjE7rnnngPDMFP+aWxsxMsvvwydTofnn3/e3yHPuuk+g8u+//3v4+zZs/j000/BsiweffRR8PO4bvVM7x8Aent7sXnzZmzduhVPPPGEnyKfPdfzDAhZSLZv347z58/jrbfe8ncocy4zMxM1NTWorKzEU089hW3btuHChQv+DmtOdHd345lnnsEbb7wBiUTi73BuioDrPDE8PIzR0dEpX5OSkoIHHngAH3zwARiGcR93OBxgWRYPPfQQ/vKXv9zsUG+a6T4DsVg86XhPTw/i4+Nx/PjxeTs0P9P77+vrw5o1a7B8+XLs3LkTAsH8///O9fwM7Ny5Ezt27MDExMRNjs4/rFYrZDIZ/vnPf+Luu+92H9+2bRsmJiYW3Eg1wzDYtWuXx7NYKJ5++mns3r0bhw8fRnJysr/D8buKigqkpqbitdde83coN917772He+65ByzLuo85HA4wDAOBQACLxeJxbj4S+juA2RYeHo7w8PBrvu43v/kNfv7zn7u/7uvrw6ZNm/D222+jpKTkZoZ40033GXjjdDoBuErAzFczuf/e3l6sXbsWhYWFeP311wMiqQNu7GcgUInFYhQWFmL//v3uZMbpdGL//v14+umn/RscmRM8z+Pb3/42du3ahYMHD1JSd4nT6ZzX/+bPxPr161FXV+dx7PHHH0dWVhZ++MMfzvukDgjAxG66EhISPL5WKBQAgNTUVMTFxfkjpDlXWVmJqqoqrFy5EsHBwWhra8OPf/xjpKamztvRupno7e3FmjVrkJiYiF/96lcYHh52n4uKivJjZHOrq6sLY2Nj6OrqgsPhcNdyTEtLc/+9CBTPPvsstm3bhqKiIhQXF+Oll16CwWDA448/7u/Q5oRer0dra6v76/b2dtTU1CAkJGTSv4mBaPv27XjzzTexe/duKJVK99pKtVoNqVTq5+jmxvPPP4/bbrsNCQkJ0Ol0ePPNN3Hw4EF88skn/g5tTiiVyklrKi+vMQ+YtZZ+3ZN7C2lvb19w5U7OnTvHr127lg8JCeE5juOTkpL4J598ku/p6fF3aHPi9ddf5wF4/bOQbNu2zeszOHDggL9DuylefvllPiEhgReLxXxxcTF/8uRJf4c0Zw4cOOD1e71t2zZ/hzYnfP19f/311/0d2pz52te+xicmJvJisZgPDw/n169fz3/66af+DsuvAq3cScCtsSOEEEIIWagCY0ERIYQQQgihxI4QQgghJFBQYkcIIYQQEiAosSOEEEIICRCU2BFCCCGEBAhK7AghhBBCAgQldoQQQgghAYISO0IIIYSQAEGJHSGEEEJIgKDEjhBCrpPD4UBZWRnuvfdej+MajQbx8fH40Y9+5KfICCELFbUUI4SQG9Dc3IyCggL893//Nx566CEAwKOPPora2lpUVVVBLBb7OUJCyEJCiR0hhNyg3/zmN/jpT3+K+vp6nDp1Clu3bkVVVRXy8/P9HRohZIGhxI4QQm4Qz/NYt24dWJZFXV0dvv3tb+Pf/u3f/B0WIWQBosSOEEJmQWNjI7Kzs5Gbm4vq6moIhUJ/h0QIWYBo8wQhhMyCP//5z5DJZGhvb0dPT4+/wyGELFA0YkcIITfo+PHjKC8vx6effoqf//znAIB9+/aBYRg/R0YIWWhoxI4QQm6A0WjEY489hqeeegpr167Fn/70J5w6dQqvvvqqv0MjhCxANGJHCCE34JlnnsGePXtQW1sLmUwGAHjttdfwve99D3V1dUhKSvJvgISQBYUSO0IIuU6HDh3C+vXrcfDgQaxcudLj3KZNm2C322lKlhAypyixI4QQQggJELTGjhBCCCEkQFBiRwghhBASICixI4QQQggJEJTYEUIIIYQECErsCCGEEEICBCV2hBBCCCEBghI7QgghhJAAQYkdIYQQQkiAoMSOEEIIISRAUGJHCCGEEBIgKLEjhBBCCAkQlNgRQgghhASI/wO6abIDyIEpMgAAAABJRU5ErkJggg==\n"
+          },
+          "metadata": {}
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 6,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "KvANVYzWIAkC",
+        "outputId": "c4be7c1f-2baf-45f0-f046-481091156ed4"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Centroids:\n",
+            " [[ 0.88947314  4.28926235]\n",
+            " [-1.55879125  2.93739402]\n",
+            " [ 2.1045864   0.89191914]]\n"
+          ]
+        }
+      ],
+      "source": [
+        "kmeans = KMeans(n_clusters=3)\n",
+        "kmeans.fit(X_blob)\n",
+        "\n",
+        "print(\"Centroids:\\n\", kmeans.centroids)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "y_hat = kmeans.predict(X_blob)\n",
+        "\n",
+        "sns.scatterplot(x=x_blob_data,y=y_blob_data, hue=y_hat)\n",
+        "plt.xlabel('X')\n",
+        "plt.ylabel('Y')\n",
+        "plt.title('KMeans Clustering')\n",
+        "plt.legend()\n",
+        "plt.show()"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 472
+        },
+        "id": "s4K6E-4eRrpW",
+        "outputId": "4a6a370d-3ce7-43c5-ddba-baa0cf6c02d8"
+      },
+      "execution_count": 9,
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<Figure size 640x480 with 1 Axes>"
+            ],
+            "image/png": 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\n"
+          },
+          "metadata": {}
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
-- 
GitLab